! pip install --upgrade gensim
#! pip install --upgrade pip
#! pip install --upgrade tensorflow
#! pip install tensorflow-datasets

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WARNING: You are using pip version 19.2.3, however version 20.2.2 is available.
You should consider upgrading via the 'pip install --upgrade pip' command.

import gensim

import logging
logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO)

import sentencepiece as spm

ToDo¶

Enhance the training and testing with keyedvectors

path = get_tmpfile("word2vec_libest.model")

artifacts = pd.read_csv('/tf/main/benchmarking/traceability/testbeds/nltk/[libest-pre-all].csv')

texts = [doc.split() for doc in list(artifacts['0'])]

texts

common_texts

model = Word2Vec(texts, size=500, window=5, min_count=10, workers=4)
model.save("word2vec_libest.model")

Training Word2vec from CodeSearch Challenge¶

params_py = {
    'system':'codesearchnet',
    'saving_path': '../../data/test_data/',
    'saving_model':'../../data/test_data/models/',
    'language': 'english',
    #'timestamp': 1592368051.422325,
    'timestamp': 0,
    'version':'preprocessed-py',
    'wv_size': 500,
    'wv_min_count': 10,
    'wv_window':5,
    'wv_workers':4,
    'skip-gram':1,
    'wv_iter':20,
    'model_prefix':'../../data/test_data/sentencepiece/py_java_bpe_32k_c'
}

params_java = {
    'system':'codesearchnet',
    'saving_path': '../../data/test_data/',
    'saving_model':'../../data/test_data/models/',
    'language': 'english',
    #'timestamp': 1592413729.920861,
    'timestamp': 0,
    'version':'preprocessed-java',
    'wv_size': 500,
    'wv_min_count': 10,
    'wv_window':5,
    'wv_workers':4,
    'skip-gram':1,
    'wv_iter':20,
    'model_prefix':'../../data/test_data/sentencepiece/py_java_bpe_32k_c'
}

#params = params_java #<---------
params = params_py

params

{'system': 'codesearchnet',
 'saving_path': '../../data/test_data/',
 'saving_model': '../../data/test_data/models/',
 'language': 'english',
 'timestamp': 0,
 'version': 'preprocessed-py',
 'wv_size': 500,
 'wv_min_count': 10,
 'wv_window': 5,
 'wv_workers': 4,
 'skip-gram': 1,
 'wv_iter': 20,
 'model_prefix': '../../data/test_data/sentencepiece/py_java_bpe_32k_c'}

df_codesearch = LoadCorpus(params)

/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py:3249: DtypeWarning: Columns (0,5,8) have mixed types.Specify dtype option on import or set low_memory=False.
  if (await self.run_code(code, result,  async_=asy)):

df_codesearch.head(2)

df_codesearch.shape

(568294, 11)

len(df_codesearch.code.values)

568294

df_codesearch.code.values[0]

'protected final void fastPathOrderedEmit(U value, boolean delayError, Disposable disposable) {<n>        final Observer<? super V> observer = downstream;<n>        final SimplePlainQueue<U> q = queue;<n><n>        if (wip.get() == 0 && wip.compareAndSet(0, 1)) {<n>            if (q.isEmpty()) {<n>                accept(observer, value);<n>                if (leave(-1) == 0) {<n>                    return;<n>                }<n>            } else {<n>                q.offer(value);<n>            }<n>        } else {<n>            q.offer(value);<n>            if (!enter()) {<n>                return;<n>            }<n>        }<n>        QueueDrainHelper.drainLoop(q, observer, delayError, disposable, this);<n>    }'

#df_codesearch.code.values[0].split() #special
texts = [str(art).split() for art in df_codesearch.code.values] #preprocessed is our previous preprocess

texts[:1]

[['▁def',
  '▁get',
  '_',
  'vid',
  '_',
  'from',
  '_',
  'url',
  '(',
  'url',
  '):',
  '<',
  'n',
  '>',
  '▁"""',
  'ext',
  'ract',
  's',
  '▁video',
  '▁id',
  '▁from',
  '▁url',
  '.<',
  'n',
  '>',
  '▁"""',
  '<',
  'n',
  '>',
  '▁return',
  '▁match',
  '1',
  '(',
  'url',
  ',',
  '▁r',
  "'",
  'y',
  'out',
  'u',
  '\\',
  '.',
  'be',
  '/',
  '(',
  '[',
  '^',
  '?',
  '/',
  ']',
  '+',
  ')',
  "')",
  '▁or',
  '▁',
  '\\',
  '<',
  'n',
  '>',
  '▁match',
  '1',
  '(',
  'url',
  ',',
  '▁r',
  "'",
  'y',
  'outube',
  '\\',
  '.',
  'com',
  '/',
  'emb',
  'ed',
  '/',
  '(',
  '[',
  '^',
  '/',
  '?',
  ']',
  '+',
  ')',
  "')",
  '▁or',
  '▁',
  '\\',
  '<',
  'n',
  '>',
  '▁match',
  '1',
  '(',
  'url',
  ',',
  '▁r',
  "'",
  'y',
  'outube',
  '\\',
  '.',
  'com',
  '/',
  'v',
  '/',
  '(',
  '[',
  '^',
  '/',
  '?',
  ']',
  '+',
  ')',
  "')",
  '▁or',
  '▁',
  '\\',
  '<',
  'n',
  '>',
  '▁match',
  '1',
  '(',
  'url',
  ',',
  '▁r',
  "'",
  'y',
  'outube',
  '\\',
  '.',
  'com',
  '/',
  'watch',
  '/',
  '(',
  '[',
  '^',
  '/',
  '?',
  ']',
  '+',
  ')',
  "')",
  '▁or',
  '▁',
  '\\',
  '<',
  'n',
  '>',
  '▁par',
  'se',
  '_',
  'qu',
  'ery',
  '_',
  'param',
  '(',
  'url',
  ',',
  "▁'",
  'v',
  "')",
  '▁or',
  '▁',
  '\\',
  '<',
  'n',
  '>',
  '▁par',
  'se',
  '_',
  'qu',
  'ery',
  '_',
  'param',
  '(',
  'par',
  'se',
  '_',
  'qu',
  'ery',
  '_',
  'param',
  '(',
  'url',
  ',',
  "▁'",
  'u',
  "'),",
  "▁'",
  'v',
  "')"]]

#conventional preprocessing
texts = [art.split() for art in df_codesearch['preprocessed'].values] #preprocessed is our previous preprocess

#BPE Pre-processing
sp_bpe = spm.SentencePieceProcessor()
sp_bpe.load(params['model_prefix'] +'.model')

True

sp_bpe.encode_as_pieces('this is a test <n>\n hello world for{ int i: 21}\n')

['▁this',
 '▁is',
 '▁a',
 '▁test',
 '▁',
 '<n>',
 '▁hello',
 '▁world',
 '▁for',
 '{',
 '▁int',
 '▁i',
 ':',
 '▁2',
 '1}']

text_java = [sp_bpe.encode_as_pieces(str(artifact)) for artifact in df_codesearch.code.values] #BPE

text_py = [sp_bpe.encode_as_pieces(str(artifact)) for artifact in df_codesearch.code.values] #BPE

text_py[:1]

[['▁def',
  '▁get',
  '_',
  'vid',
  '_',
  'from',
  '_',
  'url',
  '(',
  'url',
  '):',
  '<n>',
  '▁"""',
  'Extract',
  's',
  '▁video',
  '▁ID',
  '▁from',
  '▁URL',
  '.',
  '<n>',
  '▁"""',
  '<n>',
  '▁return',
  '▁match',
  '1(',
  'url',
  ',',
  '▁r',
  "'",
  'y',
  'out',
  'u',
  '\\',
  '.',
  'be',
  '/',
  '([^',
  '?',
  '/]+',
  ")')",
  '▁or',
  '▁\\',
  '<n>',
  '▁match',
  '1(',
  'url',
  ',',
  '▁r',
  "'",
  'y',
  'out',
  'ube',
  '\\',
  '.',
  'com',
  '/',
  'embed',
  '/',
  '([^',
  '/',
  '?',
  ']+',
  ")')",
  '▁or',
  '▁\\',
  '<n>',
  '▁match',
  '1(',
  'url',
  ',',
  '▁r',
  "'",
  'y',
  'out',
  'ube',
  '\\',
  '.',
  'com',
  '/',
  'v',
  '/',
  '([^',
  '/',
  '?',
  ']+',
  ")')",
  '▁or',
  '▁\\',
  '<n>',
  '▁match',
  '1(',
  'url',
  ',',
  '▁r',
  "'",
  'y',
  'out',
  'ube',
  '\\',
  '.',
  'com',
  '/',
  'watch',
  '/',
  '([^',
  '/',
  '?',
  ']+',
  ")')",
  '▁or',
  '▁\\',
  '<n>',
  '▁parse',
  '_',
  'query',
  '_',
  'param',
  '(',
  'url',
  ',',
  "▁'",
  'v',
  "')",
  '▁or',
  '▁\\',
  '<n>',
  '▁parse',
  '_',
  'query',
  '_',
  'param',
  '(',
  'parse',
  '_',
  'query',
  '_',
  'param',
  '(',
  'url',
  ',',
  "▁'",
  'u',
  "'),",
  "▁'",
  'v',
  "')"]]

texts = text_java + text_py

texts[:1]

[['▁protected',
  '▁final',
  '▁void',
  '▁fast',
  'Path',
  'Ordered',
  'Emit',
  '(',
  'U',
  '▁value',
  ',',
  '▁boolean',
  '▁delay',
  'Error',
  ',',
  '▁Dis',
  'pos',
  'able',
  '▁dis',
  'pos',
  'able',
  ')',
  '▁{',
  '<n>',
  '▁final',
  '▁Ob',
  'server',
  '<?',
  '▁super',
  '▁V',
  '>',
  '▁observer',
  '▁=',
  '▁downstream',
  ';',
  '<n>',
  '▁final',
  '▁Simple',
  'Plain',
  'Queue',
  '<',
  'U',
  '>',
  '▁q',
  '▁=',
  '▁queue',
  ';',
  '<n>',
  '<n>',
  '▁if',
  '▁(',
  'w',
  'ip',
  '.',
  'get',
  '()',
  '▁==',
  '▁0',
  '▁&&',
  '▁w',
  'ip',
  '.',
  'compareAndSet',
  '(0,',
  '▁1))',
  '▁{',
  '<n>',
  '▁if',
  '▁(',
  'q',
  '.',
  'isEmpty',
  '())',
  '▁{',
  '<n>',
  '▁accept',
  '(',
  'observer',
  ',',
  '▁value',
  ');',
  '<n>',
  '▁if',
  '▁(',
  'leave',
  '(-',
  '1)',
  '▁==',
  '▁0)',
  '▁{',
  '<n>',
  '▁return',
  ';',
  '<n>',
  '▁}',
  '<n>',
  '▁}',
  '▁else',
  '▁{',
  '<n>',
  '▁q',
  '.',
  'o',
  'ffer',
  '(',
  'value',
  ');',
  '<n>',
  '▁}',
  '<n>',
  '▁}',
  '▁else',
  '▁{',
  '<n>',
  '▁q',
  '.',
  'o',
  'ffer',
  '(',
  'value',
  ');',
  '<n>',
  '▁if',
  '▁(!',
  'enter',
  '())',
  '▁{',
  '<n>',
  '▁return',
  ';',
  '<n>',
  '▁}',
  '<n>',
  '▁}',
  '<n>',
  '▁Queue',
  'D',
  'rain',
  'Helper',
  '.',
  'd',
  'rain',
  'Loop',
  '(',
  'q',
  ',',
  '▁observer',
  ',',
  '▁delay',
  'Error',
  ',',
  '▁dis',
  'pos',
  'able',
  ',',
  '▁this',
  ');',
  '<n>',
  '▁}']]

word2vec setup¶

#TODO: consider negative sampling and hirarchical softmax in the future
#refhttps://towardsdatascience.com/hierarchical-softmax-and-negative-sampling-short-notes-worth-telling-2672010dbe08
model = Word2Vec(texts, 
                 size=params['wv_size'], 
                 sg= params['skip-gram'], 
                 window=params['wv_window'], 
                 min_count=params['wv_min_count'], 
                 workers=params['wv_workers'], 
                 iter = params['wv_iter'],
                 compute_loss=True
                )

2020-08-16 05:22:04,935 : INFO : collecting all words and their counts
2020-08-16 05:22:04,936 : INFO : PROGRESS: at sentence #0, processed 0 words, keeping 0 word types
2020-08-16 05:22:05,203 : INFO : PROGRESS: at sentence #10000, processed 1546983 words, keeping 16081 word types
2020-08-16 05:22:05,494 : INFO : PROGRESS: at sentence #20000, processed 3199067 words, keeping 20054 word types
2020-08-16 05:22:05,752 : INFO : PROGRESS: at sentence #30000, processed 4683234 words, keeping 22126 word types
2020-08-16 05:22:06,002 : INFO : PROGRESS: at sentence #40000, processed 6093515 words, keeping 24084 word types
2020-08-16 05:22:06,245 : INFO : PROGRESS: at sentence #50000, processed 7397864 words, keeping 25922 word types
2020-08-16 05:22:06,496 : INFO : PROGRESS: at sentence #60000, processed 8787359 words, keeping 27846 word types
2020-08-16 05:22:06,768 : INFO : PROGRESS: at sentence #70000, processed 10281384 words, keeping 28972 word types
2020-08-16 05:22:07,074 : INFO : PROGRESS: at sentence #80000, processed 12032354 words, keeping 30191 word types
2020-08-16 05:22:07,189 : INFO : PROGRESS: at sentence #90000, processed 12694176 words, keeping 30379 word types
2020-08-16 05:22:07,277 : INFO : PROGRESS: at sentence #100000, processed 13215948 words, keeping 30422 word types
2020-08-16 05:22:07,468 : INFO : PROGRESS: at sentence #110000, processed 14258601 words, keeping 30773 word types
2020-08-16 05:22:07,736 : INFO : PROGRESS: at sentence #120000, processed 15766708 words, keeping 31092 word types
2020-08-16 05:22:08,004 : INFO : PROGRESS: at sentence #130000, processed 17254809 words, keeping 31368 word types
2020-08-16 05:22:08,270 : INFO : PROGRESS: at sentence #140000, processed 18743486 words, keeping 31701 word types
2020-08-16 05:22:08,516 : INFO : PROGRESS: at sentence #150000, processed 20096698 words, keeping 32704 word types
2020-08-16 05:22:08,785 : INFO : PROGRESS: at sentence #160000, processed 21593243 words, keeping 33191 word types
2020-08-16 05:22:09,020 : INFO : PROGRESS: at sentence #170000, processed 22885152 words, keeping 33769 word types
2020-08-16 05:22:09,275 : INFO : PROGRESS: at sentence #180000, processed 24289554 words, keeping 34121 word types
2020-08-16 05:22:09,485 : INFO : PROGRESS: at sentence #190000, processed 25445255 words, keeping 34332 word types
2020-08-16 05:22:09,750 : INFO : PROGRESS: at sentence #200000, processed 26945057 words, keeping 34534 word types
2020-08-16 05:22:10,019 : INFO : PROGRESS: at sentence #210000, processed 28441414 words, keeping 34739 word types
2020-08-16 05:22:10,282 : INFO : PROGRESS: at sentence #220000, processed 29897077 words, keeping 35073 word types
2020-08-16 05:22:10,517 : INFO : PROGRESS: at sentence #230000, processed 31213449 words, keeping 35216 word types
2020-08-16 05:22:10,789 : INFO : PROGRESS: at sentence #240000, processed 32695208 words, keeping 35342 word types
2020-08-16 05:22:11,001 : INFO : PROGRESS: at sentence #250000, processed 33841201 words, keeping 35444 word types
2020-08-16 05:22:11,267 : INFO : PROGRESS: at sentence #260000, processed 35311450 words, keeping 35750 word types
2020-08-16 05:22:11,509 : INFO : PROGRESS: at sentence #270000, processed 36623594 words, keeping 36169 word types
2020-08-16 05:22:11,758 : INFO : PROGRESS: at sentence #280000, processed 37999242 words, keeping 36315 word types
2020-08-16 05:22:12,018 : INFO : PROGRESS: at sentence #290000, processed 39409712 words, keeping 36494 word types
2020-08-16 05:22:12,237 : INFO : PROGRESS: at sentence #300000, processed 40603787 words, keeping 36638 word types
2020-08-16 05:22:12,421 : INFO : PROGRESS: at sentence #310000, processed 41597976 words, keeping 36667 word types
2020-08-16 05:22:12,664 : INFO : PROGRESS: at sentence #320000, processed 42923296 words, keeping 36790 word types
2020-08-16 05:22:12,964 : INFO : PROGRESS: at sentence #330000, processed 44521863 words, keeping 36940 word types
2020-08-16 05:22:13,241 : INFO : PROGRESS: at sentence #340000, processed 46023746 words, keeping 37312 word types
2020-08-16 05:22:13,616 : INFO : PROGRESS: at sentence #350000, processed 48074941 words, keeping 37820 word types
2020-08-16 05:22:13,834 : INFO : PROGRESS: at sentence #360000, processed 49280037 words, keeping 37885 word types
2020-08-16 05:22:14,147 : INFO : PROGRESS: at sentence #370000, processed 51052799 words, keeping 37984 word types
2020-08-16 05:22:14,397 : INFO : PROGRESS: at sentence #380000, processed 52425476 words, keeping 38069 word types
2020-08-16 05:22:14,805 : INFO : PROGRESS: at sentence #390000, processed 54735403 words, keeping 38421 word types
2020-08-16 05:22:15,158 : INFO : PROGRESS: at sentence #400000, processed 56614587 words, keeping 38509 word types
2020-08-16 05:22:15,531 : INFO : PROGRESS: at sentence #410000, processed 58612065 words, keeping 38669 word types
2020-08-16 05:22:16,038 : INFO : PROGRESS: at sentence #420000, processed 61301720 words, keeping 38733 word types
2020-08-16 05:22:16,478 : INFO : PROGRESS: at sentence #430000, processed 63658492 words, keeping 39166 word types
2020-08-16 05:22:16,764 : INFO : PROGRESS: at sentence #440000, processed 65191594 words, keeping 39391 word types
2020-08-16 05:22:17,102 : INFO : PROGRESS: at sentence #450000, processed 67004760 words, keeping 39454 word types
2020-08-16 05:22:17,393 : INFO : PROGRESS: at sentence #460000, processed 68603796 words, keeping 39554 word types
2020-08-16 05:22:17,698 : INFO : PROGRESS: at sentence #470000, processed 70224952 words, keeping 39660 word types
2020-08-16 05:22:18,023 : INFO : PROGRESS: at sentence #480000, processed 72008552 words, keeping 39820 word types
2020-08-16 05:22:18,298 : INFO : PROGRESS: at sentence #490000, processed 73495250 words, keeping 39864 word types
2020-08-16 05:22:18,617 : INFO : PROGRESS: at sentence #500000, processed 75239320 words, keeping 40228 word types
2020-08-16 05:22:18,939 : INFO : PROGRESS: at sentence #510000, processed 77023831 words, keeping 40364 word types
2020-08-16 05:22:19,214 : INFO : PROGRESS: at sentence #520000, processed 78509663 words, keeping 40544 word types
2020-08-16 05:22:19,503 : INFO : PROGRESS: at sentence #530000, processed 80084745 words, keeping 40603 word types
2020-08-16 05:22:19,768 : INFO : PROGRESS: at sentence #540000, processed 81521849 words, keeping 40715 word types
2020-08-16 05:22:20,105 : INFO : PROGRESS: at sentence #550000, processed 83360526 words, keeping 40943 word types
2020-08-16 05:22:20,351 : INFO : PROGRESS: at sentence #560000, processed 84668715 words, keeping 41883 word types
2020-08-16 05:22:20,573 : INFO : collected 42053 word types from a corpus of 85855864 raw words and 568294 sentences
2020-08-16 05:22:20,574 : INFO : Loading a fresh vocabulary
2020-08-16 05:22:20,642 : INFO : effective_min_count=10 retains 27216 unique words (64% of original 42053, drops 14837)
2020-08-16 05:22:20,643 : INFO : effective_min_count=10 leaves 85828452 word corpus (99% of original 85855864, drops 27412)
2020-08-16 05:22:20,723 : INFO : deleting the raw counts dictionary of 42053 items
2020-08-16 05:22:20,725 : INFO : sample=0.001 downsamples 35 most-common words
2020-08-16 05:22:20,726 : INFO : downsampling leaves estimated 59566283 word corpus (69.4% of prior 85828452)
2020-08-16 05:22:20,803 : INFO : estimated required memory for 27216 words and 500 dimensions: 122472000 bytes
2020-08-16 05:22:20,804 : INFO : resetting layer weights
2020-08-16 05:22:26,291 : INFO : training model with 4 workers on 27216 vocabulary and 500 features, using sg=1 hs=0 sample=0.001 negative=5 window=5
2020-08-16 05:22:27,300 : INFO : EPOCH 1 - PROGRESS: at 0.60% examples, 236584 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:28,302 : INFO : EPOCH 1 - PROGRESS: at 1.01% examples, 241055 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:29,318 : INFO : EPOCH 1 - PROGRESS: at 1.33% examples, 243278 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:30,350 : INFO : EPOCH 1 - PROGRESS: at 1.70% examples, 244604 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:31,395 : INFO : EPOCH 1 - PROGRESS: at 2.06% examples, 244440 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:32,413 : INFO : EPOCH 1 - PROGRESS: at 2.44% examples, 245144 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:33,423 : INFO : EPOCH 1 - PROGRESS: at 2.78% examples, 246482 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:34,446 : INFO : EPOCH 1 - PROGRESS: at 3.22% examples, 246026 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:35,454 : INFO : EPOCH 1 - PROGRESS: at 3.61% examples, 247321 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:36,505 : INFO : EPOCH 1 - PROGRESS: at 3.99% examples, 246603 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:37,513 : INFO : EPOCH 1 - PROGRESS: at 4.50% examples, 247725 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:38,531 : INFO : EPOCH 1 - PROGRESS: at 4.99% examples, 248157 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:39,538 : INFO : EPOCH 1 - PROGRESS: at 5.45% examples, 248154 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:40,539 : INFO : EPOCH 1 - PROGRESS: at 5.89% examples, 248422 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:41,590 : INFO : EPOCH 1 - PROGRESS: at 6.22% examples, 247737 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:42,618 : INFO : EPOCH 1 - PROGRESS: at 6.62% examples, 247855 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:43,626 : INFO : EPOCH 1 - PROGRESS: at 7.63% examples, 248432 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:44,646 : INFO : EPOCH 1 - PROGRESS: at 8.01% examples, 248457 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:45,681 : INFO : EPOCH 1 - PROGRESS: at 8.44% examples, 248314 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:46,707 : INFO : EPOCH 1 - PROGRESS: at 8.83% examples, 248377 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:47,713 : INFO : EPOCH 1 - PROGRESS: at 9.16% examples, 248609 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:48,726 : INFO : EPOCH 1 - PROGRESS: at 9.51% examples, 248648 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:49,741 : INFO : EPOCH 1 - PROGRESS: at 10.24% examples, 248959 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:50,762 : INFO : EPOCH 1 - PROGRESS: at 10.67% examples, 248932 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:51,842 : INFO : EPOCH 1 - PROGRESS: at 10.97% examples, 248686 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:52,903 : INFO : EPOCH 1 - PROGRESS: at 11.39% examples, 248859 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:53,925 : INFO : EPOCH 1 - PROGRESS: at 12.11% examples, 249418 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:54,976 : INFO : EPOCH 1 - PROGRESS: at 12.47% examples, 249290 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:56,012 : INFO : EPOCH 1 - PROGRESS: at 12.80% examples, 249702 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:57,032 : INFO : EPOCH 1 - PROGRESS: at 13.02% examples, 250362 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:58,069 : INFO : EPOCH 1 - PROGRESS: at 13.53% examples, 250333 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:22:59,070 : INFO : EPOCH 1 - PROGRESS: at 14.00% examples, 250383 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:00,092 : INFO : EPOCH 1 - PROGRESS: at 14.44% examples, 250431 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:01,111 : INFO : EPOCH 1 - PROGRESS: at 16.38% examples, 251567 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:02,143 : INFO : EPOCH 1 - PROGRESS: at 17.95% examples, 252392 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:03,151 : INFO : EPOCH 1 - PROGRESS: at 18.41% examples, 252383 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:04,200 : INFO : EPOCH 1 - PROGRESS: at 19.12% examples, 252523 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:05,209 : INFO : EPOCH 1 - PROGRESS: at 19.76% examples, 252799 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:06,249 : INFO : EPOCH 1 - PROGRESS: at 20.29% examples, 253075 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:07,262 : INFO : EPOCH 1 - PROGRESS: at 20.65% examples, 253043 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:08,266 : INFO : EPOCH 1 - PROGRESS: at 20.96% examples, 253025 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:09,289 : INFO : EPOCH 1 - PROGRESS: at 21.38% examples, 252782 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:10,295 : INFO : EPOCH 1 - PROGRESS: at 21.83% examples, 252983 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:11,378 : INFO : EPOCH 1 - PROGRESS: at 22.14% examples, 252695 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:12,443 : INFO : EPOCH 1 - PROGRESS: at 22.68% examples, 252720 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:13,481 : INFO : EPOCH 1 - PROGRESS: at 23.19% examples, 252677 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:14,495 : INFO : EPOCH 1 - PROGRESS: at 23.65% examples, 252686 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:15,506 : INFO : EPOCH 1 - PROGRESS: at 24.03% examples, 252766 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:16,529 : INFO : EPOCH 1 - PROGRESS: at 24.56% examples, 252696 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:17,577 : INFO : EPOCH 1 - PROGRESS: at 24.96% examples, 252617 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:18,655 : INFO : EPOCH 1 - PROGRESS: at 25.57% examples, 252495 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:19,715 : INFO : EPOCH 1 - PROGRESS: at 26.13% examples, 252489 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:20,732 : INFO : EPOCH 1 - PROGRESS: at 26.55% examples, 252479 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:21,746 : INFO : EPOCH 1 - PROGRESS: at 27.17% examples, 252504 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:22,802 : INFO : EPOCH 1 - PROGRESS: at 27.61% examples, 252404 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:23,806 : INFO : EPOCH 1 - PROGRESS: at 27.87% examples, 252576 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:24,818 : INFO : EPOCH 1 - PROGRESS: at 28.32% examples, 252566 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:25,822 : INFO : EPOCH 1 - PROGRESS: at 28.77% examples, 252578 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:26,860 : INFO : EPOCH 1 - PROGRESS: at 29.35% examples, 252479 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:27,891 : INFO : EPOCH 1 - PROGRESS: at 29.85% examples, 252468 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:28,898 : INFO : EPOCH 1 - PROGRESS: at 30.39% examples, 252446 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:29,924 : INFO : EPOCH 1 - PROGRESS: at 30.74% examples, 252446 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:30,934 : INFO : EPOCH 1 - PROGRESS: at 31.19% examples, 252424 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:31,955 : INFO : EPOCH 1 - PROGRESS: at 31.73% examples, 252413 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:32,956 : INFO : EPOCH 1 - PROGRESS: at 32.19% examples, 252419 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:33,990 : INFO : EPOCH 1 - PROGRESS: at 32.74% examples, 252370 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:35,002 : INFO : EPOCH 1 - PROGRESS: at 33.47% examples, 252434 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:36,026 : INFO : EPOCH 1 - PROGRESS: at 33.90% examples, 252421 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:37,095 : INFO : EPOCH 1 - PROGRESS: at 34.36% examples, 252482 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:38,109 : INFO : EPOCH 1 - PROGRESS: at 34.79% examples, 252509 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:39,152 : INFO : EPOCH 1 - PROGRESS: at 35.25% examples, 252355 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:40,183 : INFO : EPOCH 1 - PROGRESS: at 35.65% examples, 252275 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:41,213 : INFO : EPOCH 1 - PROGRESS: at 36.06% examples, 252148 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:42,260 : INFO : EPOCH 1 - PROGRESS: at 36.45% examples, 251916 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:43,318 : INFO : EPOCH 1 - PROGRESS: at 36.89% examples, 251291 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:44,330 : INFO : EPOCH 1 - PROGRESS: at 37.39% examples, 251017 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:45,376 : INFO : EPOCH 1 - PROGRESS: at 37.87% examples, 250986 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:46,395 : INFO : EPOCH 1 - PROGRESS: at 38.28% examples, 251003 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:47,417 : INFO : EPOCH 1 - PROGRESS: at 38.68% examples, 250994 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:48,423 : INFO : EPOCH 1 - PROGRESS: at 39.16% examples, 251096 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:49,426 : INFO : EPOCH 1 - PROGRESS: at 39.73% examples, 251212 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:50,490 : INFO : EPOCH 1 - PROGRESS: at 40.23% examples, 251178 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:51,537 : INFO : EPOCH 1 - PROGRESS: at 40.69% examples, 251175 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:52,554 : INFO : EPOCH 1 - PROGRESS: at 41.19% examples, 251213 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:53,593 : INFO : EPOCH 1 - PROGRESS: at 41.64% examples, 251150 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:54,634 : INFO : EPOCH 1 - PROGRESS: at 42.06% examples, 251163 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:55,641 : INFO : EPOCH 1 - PROGRESS: at 42.57% examples, 251147 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:56,685 : INFO : EPOCH 1 - PROGRESS: at 43.19% examples, 251226 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:57,719 : INFO : EPOCH 1 - PROGRESS: at 43.77% examples, 251223 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:58,742 : INFO : EPOCH 1 - PROGRESS: at 44.40% examples, 251243 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:23:59,749 : INFO : EPOCH 1 - PROGRESS: at 44.80% examples, 251298 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:00,816 : INFO : EPOCH 1 - PROGRESS: at 45.32% examples, 251236 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:01,830 : INFO : EPOCH 1 - PROGRESS: at 45.71% examples, 251288 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:02,840 : INFO : EPOCH 1 - PROGRESS: at 46.11% examples, 251280 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:03,846 : INFO : EPOCH 1 - PROGRESS: at 46.58% examples, 251291 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:04,857 : INFO : EPOCH 1 - PROGRESS: at 47.11% examples, 251254 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:05,910 : INFO : EPOCH 1 - PROGRESS: at 47.77% examples, 251256 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:06,938 : INFO : EPOCH 1 - PROGRESS: at 48.29% examples, 251285 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:07,953 : INFO : EPOCH 1 - PROGRESS: at 48.75% examples, 251296 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:08,969 : INFO : EPOCH 1 - PROGRESS: at 49.16% examples, 251339 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:09,989 : INFO : EPOCH 1 - PROGRESS: at 49.62% examples, 251295 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:11,025 : INFO : EPOCH 1 - PROGRESS: at 50.04% examples, 251347 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:12,032 : INFO : EPOCH 1 - PROGRESS: at 50.49% examples, 251298 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:13,060 : INFO : EPOCH 1 - PROGRESS: at 51.02% examples, 251353 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:14,097 : INFO : EPOCH 1 - PROGRESS: at 51.53% examples, 251314 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:15,135 : INFO : EPOCH 1 - PROGRESS: at 52.00% examples, 251332 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:16,146 : INFO : EPOCH 1 - PROGRESS: at 52.69% examples, 251463 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:17,166 : INFO : EPOCH 1 - PROGRESS: at 53.41% examples, 251611 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:18,170 : INFO : EPOCH 1 - PROGRESS: at 54.06% examples, 251855 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:19,182 : INFO : EPOCH 1 - PROGRESS: at 54.72% examples, 251951 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:20,189 : INFO : EPOCH 1 - PROGRESS: at 55.13% examples, 252049 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:21,194 : INFO : EPOCH 1 - PROGRESS: at 55.54% examples, 252094 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:22,198 : INFO : EPOCH 1 - PROGRESS: at 56.18% examples, 252113 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:23,199 : INFO : EPOCH 1 - PROGRESS: at 56.65% examples, 252135 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:24,202 : INFO : EPOCH 1 - PROGRESS: at 56.98% examples, 252054 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:25,226 : INFO : EPOCH 1 - PROGRESS: at 57.36% examples, 252055 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:26,226 : INFO : EPOCH 1 - PROGRESS: at 57.70% examples, 252095 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:27,227 : INFO : EPOCH 1 - PROGRESS: at 58.14% examples, 252075 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:28,233 : INFO : EPOCH 1 - PROGRESS: at 58.53% examples, 252030 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:29,303 : INFO : EPOCH 1 - PROGRESS: at 58.89% examples, 252021 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:30,339 : INFO : EPOCH 1 - PROGRESS: at 59.31% examples, 252029 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:31,366 : INFO : EPOCH 1 - PROGRESS: at 59.88% examples, 252022 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:32,369 : INFO : EPOCH 1 - PROGRESS: at 60.17% examples, 252011 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:33,378 : INFO : EPOCH 1 - PROGRESS: at 60.54% examples, 252028 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:34,382 : INFO : EPOCH 1 - PROGRESS: at 60.83% examples, 252000 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:35,457 : INFO : EPOCH 1 - PROGRESS: at 61.14% examples, 251942 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:36,462 : INFO : EPOCH 1 - PROGRESS: at 61.42% examples, 251927 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:37,472 : INFO : EPOCH 1 - PROGRESS: at 61.77% examples, 251980 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:38,491 : INFO : EPOCH 1 - PROGRESS: at 62.27% examples, 252049 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:39,534 : INFO : EPOCH 1 - PROGRESS: at 62.94% examples, 252319 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:40,561 : INFO : EPOCH 1 - PROGRESS: at 63.59% examples, 252592 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:41,577 : INFO : EPOCH 1 - PROGRESS: at 64.16% examples, 252706 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:42,603 : INFO : EPOCH 1 - PROGRESS: at 64.47% examples, 252666 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:43,606 : INFO : EPOCH 1 - PROGRESS: at 64.77% examples, 252691 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:44,610 : INFO : EPOCH 1 - PROGRESS: at 65.03% examples, 252779 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:45,621 : INFO : EPOCH 1 - PROGRESS: at 65.46% examples, 252797 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:46,692 : INFO : EPOCH 1 - PROGRESS: at 65.91% examples, 252727 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:47,702 : INFO : EPOCH 1 - PROGRESS: at 66.31% examples, 252778 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:48,730 : INFO : EPOCH 1 - PROGRESS: at 67.12% examples, 253098 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:49,744 : INFO : EPOCH 1 - PROGRESS: at 67.52% examples, 253096 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:50,781 : INFO : EPOCH 1 - PROGRESS: at 67.91% examples, 253123 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:51,785 : INFO : EPOCH 1 - PROGRESS: at 68.14% examples, 253156 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:52,802 : INFO : EPOCH 1 - PROGRESS: at 68.31% examples, 253290 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:53,804 : INFO : EPOCH 1 - PROGRESS: at 68.58% examples, 253293 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:54,819 : INFO : EPOCH 1 - PROGRESS: at 68.95% examples, 253269 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:55,861 : INFO : EPOCH 1 - PROGRESS: at 69.33% examples, 253296 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:56,867 : INFO : EPOCH 1 - PROGRESS: at 69.68% examples, 253262 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:57,902 : INFO : EPOCH 1 - PROGRESS: at 69.96% examples, 253224 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:58,923 : INFO : EPOCH 1 - PROGRESS: at 70.24% examples, 253248 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:24:59,936 : INFO : EPOCH 1 - PROGRESS: at 70.61% examples, 253213 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:00,940 : INFO : EPOCH 1 - PROGRESS: at 70.92% examples, 253224 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:01,941 : INFO : EPOCH 1 - PROGRESS: at 71.31% examples, 253246 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:02,947 : INFO : EPOCH 1 - PROGRESS: at 71.67% examples, 253235 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:03,952 : INFO : EPOCH 1 - PROGRESS: at 71.92% examples, 253216 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:04,958 : INFO : EPOCH 1 - PROGRESS: at 72.14% examples, 253181 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:05,998 : INFO : EPOCH 1 - PROGRESS: at 72.39% examples, 253185 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:07,020 : INFO : EPOCH 1 - PROGRESS: at 72.63% examples, 253202 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:08,031 : INFO : EPOCH 1 - PROGRESS: at 72.81% examples, 253194 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:09,082 : INFO : EPOCH 1 - PROGRESS: at 73.06% examples, 253140 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:10,094 : INFO : EPOCH 1 - PROGRESS: at 73.29% examples, 253157 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:11,133 : INFO : EPOCH 1 - PROGRESS: at 73.56% examples, 253119 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:12,141 : INFO : EPOCH 1 - PROGRESS: at 73.80% examples, 253143 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:13,149 : INFO : EPOCH 1 - PROGRESS: at 74.02% examples, 253139 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:14,197 : INFO : EPOCH 1 - PROGRESS: at 74.27% examples, 253101 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:15,200 : INFO : EPOCH 1 - PROGRESS: at 74.52% examples, 253144 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:16,252 : INFO : EPOCH 1 - PROGRESS: at 74.74% examples, 253120 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:17,278 : INFO : EPOCH 1 - PROGRESS: at 74.94% examples, 253117 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:18,310 : INFO : EPOCH 1 - PROGRESS: at 75.31% examples, 253137 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:19,369 : INFO : EPOCH 1 - PROGRESS: at 75.75% examples, 253086 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:20,388 : INFO : EPOCH 1 - PROGRESS: at 76.08% examples, 253140 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:21,428 : INFO : EPOCH 1 - PROGRESS: at 76.36% examples, 253137 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:22,436 : INFO : EPOCH 1 - PROGRESS: at 76.84% examples, 253180 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:23,445 : INFO : EPOCH 1 - PROGRESS: at 77.38% examples, 253181 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:24,451 : INFO : EPOCH 1 - PROGRESS: at 77.74% examples, 253167 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:25,455 : INFO : EPOCH 1 - PROGRESS: at 78.05% examples, 253155 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:26,501 : INFO : EPOCH 1 - PROGRESS: at 78.38% examples, 253092 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:27,522 : INFO : EPOCH 1 - PROGRESS: at 78.77% examples, 253105 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:28,533 : INFO : EPOCH 1 - PROGRESS: at 79.18% examples, 253139 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:29,567 : INFO : EPOCH 1 - PROGRESS: at 79.65% examples, 253174 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:30,572 : INFO : EPOCH 1 - PROGRESS: at 79.95% examples, 253285 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:31,575 : INFO : EPOCH 1 - PROGRESS: at 80.35% examples, 253273 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:32,593 : INFO : EPOCH 1 - PROGRESS: at 80.82% examples, 253255 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:33,610 : INFO : EPOCH 1 - PROGRESS: at 81.16% examples, 253245 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:34,685 : INFO : EPOCH 1 - PROGRESS: at 81.55% examples, 253262 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:35,751 : INFO : EPOCH 1 - PROGRESS: at 82.03% examples, 253282 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:36,786 : INFO : EPOCH 1 - PROGRESS: at 82.45% examples, 253335 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:37,798 : INFO : EPOCH 1 - PROGRESS: at 82.88% examples, 253350 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:38,803 : INFO : EPOCH 1 - PROGRESS: at 83.19% examples, 253324 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:39,851 : INFO : EPOCH 1 - PROGRESS: at 83.63% examples, 253304 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:40,863 : INFO : EPOCH 1 - PROGRESS: at 84.00% examples, 253318 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:41,878 : INFO : EPOCH 1 - PROGRESS: at 84.37% examples, 253386 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:42,904 : INFO : EPOCH 1 - PROGRESS: at 84.83% examples, 253378 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:43,963 : INFO : EPOCH 1 - PROGRESS: at 85.33% examples, 253379 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:44,965 : INFO : EPOCH 1 - PROGRESS: at 85.70% examples, 253400 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:45,965 : INFO : EPOCH 1 - PROGRESS: at 86.13% examples, 253406 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:47,000 : INFO : EPOCH 1 - PROGRESS: at 86.44% examples, 253348 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:48,020 : INFO : EPOCH 1 - PROGRESS: at 86.73% examples, 253333 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:49,045 : INFO : EPOCH 1 - PROGRESS: at 87.09% examples, 253316 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:50,057 : INFO : EPOCH 1 - PROGRESS: at 87.59% examples, 253342 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:51,062 : INFO : EPOCH 1 - PROGRESS: at 88.01% examples, 253352 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:52,080 : INFO : EPOCH 1 - PROGRESS: at 88.57% examples, 253359 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:53,098 : INFO : EPOCH 1 - PROGRESS: at 89.00% examples, 253368 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:54,105 : INFO : EPOCH 1 - PROGRESS: at 89.18% examples, 253483 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:55,108 : INFO : EPOCH 1 - PROGRESS: at 89.51% examples, 253572 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:56,140 : INFO : EPOCH 1 - PROGRESS: at 89.92% examples, 253550 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:57,163 : INFO : EPOCH 1 - PROGRESS: at 90.44% examples, 253555 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:58,183 : INFO : EPOCH 1 - PROGRESS: at 90.87% examples, 253527 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:25:59,219 : INFO : EPOCH 1 - PROGRESS: at 91.28% examples, 253532 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:00,234 : INFO : EPOCH 1 - PROGRESS: at 91.78% examples, 253534 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:01,236 : INFO : EPOCH 1 - PROGRESS: at 92.18% examples, 253537 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:02,248 : INFO : EPOCH 1 - PROGRESS: at 92.53% examples, 253513 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:03,260 : INFO : EPOCH 1 - PROGRESS: at 92.98% examples, 253510 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:04,270 : INFO : EPOCH 1 - PROGRESS: at 93.46% examples, 253492 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:05,273 : INFO : EPOCH 1 - PROGRESS: at 93.81% examples, 253486 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:06,299 : INFO : EPOCH 1 - PROGRESS: at 94.25% examples, 253497 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:07,320 : INFO : EPOCH 1 - PROGRESS: at 94.71% examples, 253499 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:08,327 : INFO : EPOCH 1 - PROGRESS: at 95.16% examples, 253502 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:09,330 : INFO : EPOCH 1 - PROGRESS: at 95.53% examples, 253520 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:10,340 : INFO : EPOCH 1 - PROGRESS: at 95.88% examples, 253510 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:11,363 : INFO : EPOCH 1 - PROGRESS: at 96.22% examples, 253450 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:12,374 : INFO : EPOCH 1 - PROGRESS: at 96.62% examples, 253501 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:13,374 : INFO : EPOCH 1 - PROGRESS: at 97.06% examples, 253472 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:14,395 : INFO : EPOCH 1 - PROGRESS: at 97.62% examples, 253483 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:15,403 : INFO : EPOCH 1 - PROGRESS: at 98.05% examples, 253458 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:16,420 : INFO : EPOCH 1 - PROGRESS: at 98.52% examples, 253468 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:17,421 : INFO : EPOCH 1 - PROGRESS: at 98.92% examples, 253453 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:18,462 : INFO : EPOCH 1 - PROGRESS: at 99.39% examples, 253444 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:19,506 : INFO : EPOCH 1 - PROGRESS: at 99.90% examples, 253442 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:19,649 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 05:26:19,660 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 05:26:19,671 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 05:26:19,703 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 05:26:19,704 : INFO : EPOCH - 1 : training on 85855864 raw words (59157704 effective words) took 233.4s, 253454 effective words/s
2020-08-16 05:26:20,720 : INFO : EPOCH 2 - PROGRESS: at 0.61% examples, 240686 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:21,738 : INFO : EPOCH 2 - PROGRESS: at 1.06% examples, 248908 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:22,750 : INFO : EPOCH 2 - PROGRESS: at 1.36% examples, 251138 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:23,759 : INFO : EPOCH 2 - PROGRESS: at 1.72% examples, 251474 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:24,804 : INFO : EPOCH 2 - PROGRESS: at 2.10% examples, 250365 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:25,810 : INFO : EPOCH 2 - PROGRESS: at 2.49% examples, 250308 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:26,813 : INFO : EPOCH 2 - PROGRESS: at 2.82% examples, 252202 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:27,814 : INFO : EPOCH 2 - PROGRESS: at 3.29% examples, 252710 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:28,847 : INFO : EPOCH 2 - PROGRESS: at 3.66% examples, 251672 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:29,852 : INFO : EPOCH 2 - PROGRESS: at 4.08% examples, 252746 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:30,868 : INFO : EPOCH 2 - PROGRESS: at 4.56% examples, 252933 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:31,878 : INFO : EPOCH 2 - PROGRESS: at 5.07% examples, 252721 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:32,891 : INFO : EPOCH 2 - PROGRESS: at 5.55% examples, 252610 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:33,922 : INFO : EPOCH 2 - PROGRESS: at 5.97% examples, 252940 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:34,940 : INFO : EPOCH 2 - PROGRESS: at 6.30% examples, 252707 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:35,956 : INFO : EPOCH 2 - PROGRESS: at 6.95% examples, 252976 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:37,018 : INFO : EPOCH 2 - PROGRESS: at 7.77% examples, 252845 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:38,071 : INFO : EPOCH 2 - PROGRESS: at 8.15% examples, 252856 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:39,091 : INFO : EPOCH 2 - PROGRESS: at 8.58% examples, 252871 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:40,109 : INFO : EPOCH 2 - PROGRESS: at 8.95% examples, 253061 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:41,119 : INFO : EPOCH 2 - PROGRESS: at 9.28% examples, 253079 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:42,165 : INFO : EPOCH 2 - PROGRESS: at 9.80% examples, 253016 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:43,182 : INFO : EPOCH 2 - PROGRESS: at 10.39% examples, 253280 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:44,249 : INFO : EPOCH 2 - PROGRESS: at 10.81% examples, 252972 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:45,261 : INFO : EPOCH 2 - PROGRESS: at 11.13% examples, 252993 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:46,266 : INFO : EPOCH 2 - PROGRESS: at 11.69% examples, 253476 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:47,297 : INFO : EPOCH 2 - PROGRESS: at 12.23% examples, 253352 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:48,343 : INFO : EPOCH 2 - PROGRESS: at 12.68% examples, 253344 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:49,361 : INFO : EPOCH 2 - PROGRESS: at 12.87% examples, 254009 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:50,381 : INFO : EPOCH 2 - PROGRESS: at 13.23% examples, 254515 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:51,382 : INFO : EPOCH 2 - PROGRESS: at 13.73% examples, 254500 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:52,386 : INFO : EPOCH 2 - PROGRESS: at 14.18% examples, 254491 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:53,452 : INFO : EPOCH 2 - PROGRESS: at 14.99% examples, 254493 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:54,455 : INFO : EPOCH 2 - PROGRESS: at 17.39% examples, 256334 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:55,482 : INFO : EPOCH 2 - PROGRESS: at 18.24% examples, 256434 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:56,491 : INFO : EPOCH 2 - PROGRESS: at 18.75% examples, 256346 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:57,496 : INFO : EPOCH 2 - PROGRESS: at 19.42% examples, 256722 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:58,520 : INFO : EPOCH 2 - PROGRESS: at 20.02% examples, 256661 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:26:59,525 : INFO : EPOCH 2 - PROGRESS: at 20.44% examples, 256611 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:00,595 : INFO : EPOCH 2 - PROGRESS: at 20.80% examples, 256140 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:01,607 : INFO : EPOCH 2 - PROGRESS: at 21.14% examples, 256049 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:02,610 : INFO : EPOCH 2 - PROGRESS: at 21.52% examples, 255481 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:03,614 : INFO : EPOCH 2 - PROGRESS: at 21.89% examples, 254344 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:04,622 : INFO : EPOCH 2 - PROGRESS: at 22.14% examples, 253834 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:05,672 : INFO : EPOCH 2 - PROGRESS: at 22.68% examples, 253766 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:06,698 : INFO : EPOCH 2 - PROGRESS: at 23.19% examples, 253765 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:07,701 : INFO : EPOCH 2 - PROGRESS: at 23.65% examples, 253808 words/s, in_qsize 8, out_qsize 1
2020-08-16 05:27:08,716 : INFO : EPOCH 2 - PROGRESS: at 24.03% examples, 253835 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:09,717 : INFO : EPOCH 2 - PROGRESS: at 24.58% examples, 254111 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:10,753 : INFO : EPOCH 2 - PROGRESS: at 24.96% examples, 253821 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:11,815 : INFO : EPOCH 2 - PROGRESS: at 25.57% examples, 253760 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:12,868 : INFO : EPOCH 2 - PROGRESS: at 26.13% examples, 253766 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:13,871 : INFO : EPOCH 2 - PROGRESS: at 26.58% examples, 253916 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:14,876 : INFO : EPOCH 2 - PROGRESS: at 27.17% examples, 253839 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:15,914 : INFO : EPOCH 2 - PROGRESS: at 27.61% examples, 253801 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:16,938 : INFO : EPOCH 2 - PROGRESS: at 27.87% examples, 253982 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:17,967 : INFO : EPOCH 2 - PROGRESS: at 28.34% examples, 253989 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:18,974 : INFO : EPOCH 2 - PROGRESS: at 28.81% examples, 254029 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:20,019 : INFO : EPOCH 2 - PROGRESS: at 29.39% examples, 253976 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:21,047 : INFO : EPOCH 2 - PROGRESS: at 29.93% examples, 254011 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:22,057 : INFO : EPOCH 2 - PROGRESS: at 30.42% examples, 253962 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:23,066 : INFO : EPOCH 2 - PROGRESS: at 30.81% examples, 253992 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:24,088 : INFO : EPOCH 2 - PROGRESS: at 31.29% examples, 254008 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:25,107 : INFO : EPOCH 2 - PROGRESS: at 31.77% examples, 253942 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:26,151 : INFO : EPOCH 2 - PROGRESS: at 32.26% examples, 253873 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:27,160 : INFO : EPOCH 2 - PROGRESS: at 32.85% examples, 253989 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:28,184 : INFO : EPOCH 2 - PROGRESS: at 33.56% examples, 253914 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:29,215 : INFO : EPOCH 2 - PROGRESS: at 34.01% examples, 254043 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:30,235 : INFO : EPOCH 2 - PROGRESS: at 34.45% examples, 254158 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:31,237 : INFO : EPOCH 2 - PROGRESS: at 34.89% examples, 254282 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:32,245 : INFO : EPOCH 2 - PROGRESS: at 35.32% examples, 254248 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:33,282 : INFO : EPOCH 2 - PROGRESS: at 35.77% examples, 254169 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:34,286 : INFO : EPOCH 2 - PROGRESS: at 36.18% examples, 254277 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:35,288 : INFO : EPOCH 2 - PROGRESS: at 36.60% examples, 254286 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:36,326 : INFO : EPOCH 2 - PROGRESS: at 37.17% examples, 254307 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:37,348 : INFO : EPOCH 2 - PROGRESS: at 37.72% examples, 254364 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:38,350 : INFO : EPOCH 2 - PROGRESS: at 38.11% examples, 254408 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:39,358 : INFO : EPOCH 2 - PROGRESS: at 38.54% examples, 254424 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:40,362 : INFO : EPOCH 2 - PROGRESS: at 38.94% examples, 254386 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:41,372 : INFO : EPOCH 2 - PROGRESS: at 39.54% examples, 254542 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:42,424 : INFO : EPOCH 2 - PROGRESS: at 40.01% examples, 254478 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:43,425 : INFO : EPOCH 2 - PROGRESS: at 40.57% examples, 254533 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:44,445 : INFO : EPOCH 2 - PROGRESS: at 40.97% examples, 254515 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:45,471 : INFO : EPOCH 2 - PROGRESS: at 41.44% examples, 254396 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:46,511 : INFO : EPOCH 2 - PROGRESS: at 41.88% examples, 254397 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:47,521 : INFO : EPOCH 2 - PROGRESS: at 42.37% examples, 254453 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:48,553 : INFO : EPOCH 2 - PROGRESS: at 42.98% examples, 254425 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:49,575 : INFO : EPOCH 2 - PROGRESS: at 43.50% examples, 254440 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:50,581 : INFO : EPOCH 2 - PROGRESS: at 44.15% examples, 254453 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:51,592 : INFO : EPOCH 2 - PROGRESS: at 44.71% examples, 254408 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:52,642 : INFO : EPOCH 2 - PROGRESS: at 45.09% examples, 254412 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:53,669 : INFO : EPOCH 2 - PROGRESS: at 45.51% examples, 254397 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:54,692 : INFO : EPOCH 2 - PROGRESS: at 45.95% examples, 254450 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:55,718 : INFO : EPOCH 2 - PROGRESS: at 46.42% examples, 254432 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:56,764 : INFO : EPOCH 2 - PROGRESS: at 46.99% examples, 254407 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:57,768 : INFO : EPOCH 2 - PROGRESS: at 47.57% examples, 254471 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:58,777 : INFO : EPOCH 2 - PROGRESS: at 48.10% examples, 254470 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:27:59,796 : INFO : EPOCH 2 - PROGRESS: at 48.63% examples, 254442 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:00,814 : INFO : EPOCH 2 - PROGRESS: at 49.00% examples, 254462 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:01,828 : INFO : EPOCH 2 - PROGRESS: at 49.47% examples, 254405 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:02,873 : INFO : EPOCH 2 - PROGRESS: at 49.93% examples, 254404 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:03,941 : INFO : EPOCH 2 - PROGRESS: at 50.38% examples, 254429 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:04,975 : INFO : EPOCH 2 - PROGRESS: at 50.90% examples, 254420 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:06,014 : INFO : EPOCH 2 - PROGRESS: at 51.42% examples, 254398 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:07,052 : INFO : EPOCH 2 - PROGRESS: at 51.89% examples, 254407 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:08,058 : INFO : EPOCH 2 - PROGRESS: at 52.55% examples, 254525 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:09,078 : INFO : EPOCH 2 - PROGRESS: at 53.30% examples, 254641 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:10,101 : INFO : EPOCH 2 - PROGRESS: at 53.95% examples, 254813 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:11,139 : INFO : EPOCH 2 - PROGRESS: at 54.65% examples, 255022 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:12,154 : INFO : EPOCH 2 - PROGRESS: at 55.09% examples, 255030 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:13,203 : INFO : EPOCH 2 - PROGRESS: at 55.50% examples, 255063 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:14,205 : INFO : EPOCH 2 - PROGRESS: at 56.16% examples, 255137 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:15,226 : INFO : EPOCH 2 - PROGRESS: at 56.61% examples, 255088 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:16,238 : INFO : EPOCH 2 - PROGRESS: at 56.98% examples, 255075 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:17,239 : INFO : EPOCH 2 - PROGRESS: at 57.36% examples, 255100 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:18,279 : INFO : EPOCH 2 - PROGRESS: at 57.70% examples, 255079 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:19,287 : INFO : EPOCH 2 - PROGRESS: at 58.16% examples, 255085 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:20,340 : INFO : EPOCH 2 - PROGRESS: at 58.55% examples, 255012 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:21,349 : INFO : EPOCH 2 - PROGRESS: at 58.93% examples, 255065 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:22,373 : INFO : EPOCH 2 - PROGRESS: at 59.32% examples, 255004 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:23,380 : INFO : EPOCH 2 - PROGRESS: at 59.91% examples, 255016 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:24,425 : INFO : EPOCH 2 - PROGRESS: at 60.19% examples, 254972 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:25,434 : INFO : EPOCH 2 - PROGRESS: at 60.57% examples, 255002 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:26,444 : INFO : EPOCH 2 - PROGRESS: at 60.86% examples, 255002 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:27,501 : INFO : EPOCH 2 - PROGRESS: at 61.18% examples, 254894 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:28,525 : INFO : EPOCH 2 - PROGRESS: at 61.47% examples, 254922 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:29,556 : INFO : EPOCH 2 - PROGRESS: at 61.82% examples, 254906 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:30,597 : INFO : EPOCH 2 - PROGRESS: at 62.42% examples, 255056 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:31,629 : INFO : EPOCH 2 - PROGRESS: at 63.07% examples, 255315 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:32,649 : INFO : EPOCH 2 - PROGRESS: at 63.73% examples, 255591 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:33,650 : INFO : EPOCH 2 - PROGRESS: at 64.21% examples, 255556 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:34,655 : INFO : EPOCH 2 - PROGRESS: at 64.56% examples, 255598 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:35,702 : INFO : EPOCH 2 - PROGRESS: at 64.82% examples, 255597 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:36,750 : INFO : EPOCH 2 - PROGRESS: at 65.14% examples, 255626 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:37,786 : INFO : EPOCH 2 - PROGRESS: at 65.57% examples, 255590 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:38,816 : INFO : EPOCH 2 - PROGRESS: at 66.02% examples, 255667 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:39,831 : INFO : EPOCH 2 - PROGRESS: at 66.54% examples, 255760 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:40,849 : INFO : EPOCH 2 - PROGRESS: at 67.26% examples, 255992 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:41,876 : INFO : EPOCH 2 - PROGRESS: at 67.64% examples, 255981 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:42,886 : INFO : EPOCH 2 - PROGRESS: at 67.99% examples, 255945 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:43,887 : INFO : EPOCH 2 - PROGRESS: at 68.16% examples, 256125 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:44,889 : INFO : EPOCH 2 - PROGRESS: at 68.37% examples, 256152 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:45,933 : INFO : EPOCH 2 - PROGRESS: at 68.69% examples, 256131 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:46,947 : INFO : EPOCH 2 - PROGRESS: at 69.11% examples, 256114 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:47,986 : INFO : EPOCH 2 - PROGRESS: at 69.45% examples, 256104 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:49,006 : INFO : EPOCH 2 - PROGRESS: at 69.80% examples, 256070 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:50,032 : INFO : EPOCH 2 - PROGRESS: at 70.08% examples, 256061 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:51,048 : INFO : EPOCH 2 - PROGRESS: at 70.39% examples, 256033 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:52,048 : INFO : EPOCH 2 - PROGRESS: at 70.73% examples, 256061 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:53,058 : INFO : EPOCH 2 - PROGRESS: at 71.04% examples, 256053 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:54,100 : INFO : EPOCH 2 - PROGRESS: at 71.51% examples, 256000 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:55,125 : INFO : EPOCH 2 - PROGRESS: at 71.78% examples, 256014 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:56,144 : INFO : EPOCH 2 - PROGRESS: at 72.01% examples, 255971 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:57,199 : INFO : EPOCH 2 - PROGRESS: at 72.27% examples, 255941 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:58,230 : INFO : EPOCH 2 - PROGRESS: at 72.51% examples, 255916 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:28:59,266 : INFO : EPOCH 2 - PROGRESS: at 72.74% examples, 255897 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:00,270 : INFO : EPOCH 2 - PROGRESS: at 72.92% examples, 255903 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:01,283 : INFO : EPOCH 2 - PROGRESS: at 73.19% examples, 255890 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:02,295 : INFO : EPOCH 2 - PROGRESS: at 73.42% examples, 255854 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:03,306 : INFO : EPOCH 2 - PROGRESS: at 73.67% examples, 255852 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:04,308 : INFO : EPOCH 2 - PROGRESS: at 73.91% examples, 255852 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:05,310 : INFO : EPOCH 2 - PROGRESS: at 74.14% examples, 255842 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:06,328 : INFO : EPOCH 2 - PROGRESS: at 74.39% examples, 255830 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:07,347 : INFO : EPOCH 2 - PROGRESS: at 74.63% examples, 255799 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:08,366 : INFO : EPOCH 2 - PROGRESS: at 74.81% examples, 255806 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:09,377 : INFO : EPOCH 2 - PROGRESS: at 75.09% examples, 255852 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:10,400 : INFO : EPOCH 2 - PROGRESS: at 75.51% examples, 255808 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:11,421 : INFO : EPOCH 2 - PROGRESS: at 75.91% examples, 255797 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:12,441 : INFO : EPOCH 2 - PROGRESS: at 76.18% examples, 255817 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:13,463 : INFO : EPOCH 2 - PROGRESS: at 76.58% examples, 255803 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:14,465 : INFO : EPOCH 2 - PROGRESS: at 77.07% examples, 255845 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:15,485 : INFO : EPOCH 2 - PROGRESS: at 77.55% examples, 255822 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:16,491 : INFO : EPOCH 2 - PROGRESS: at 77.88% examples, 255798 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:17,527 : INFO : EPOCH 2 - PROGRESS: at 78.21% examples, 255758 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:18,539 : INFO : EPOCH 2 - PROGRESS: at 78.60% examples, 255775 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:19,570 : INFO : EPOCH 2 - PROGRESS: at 78.96% examples, 255749 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:20,601 : INFO : EPOCH 2 - PROGRESS: at 79.43% examples, 255839 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:21,649 : INFO : EPOCH 2 - PROGRESS: at 79.80% examples, 255815 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:22,672 : INFO : EPOCH 2 - PROGRESS: at 80.18% examples, 255901 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:23,691 : INFO : EPOCH 2 - PROGRESS: at 80.65% examples, 255875 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:24,706 : INFO : EPOCH 2 - PROGRESS: at 81.04% examples, 255907 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:25,759 : INFO : EPOCH 2 - PROGRESS: at 81.40% examples, 255884 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:26,761 : INFO : EPOCH 2 - PROGRESS: at 81.85% examples, 255951 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:27,773 : INFO : EPOCH 2 - PROGRESS: at 82.26% examples, 255917 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:28,787 : INFO : EPOCH 2 - PROGRESS: at 82.69% examples, 255950 words/s, in_qsize 8, out_qsize 0
2020-08-16 05:29:29,789 : INFO : EPOCH 2 - PROGRESS: at 83.06% examples, 255959 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:30,791 : INFO : EPOCH 2 - PROGRESS: at 83.41% examples, 255983 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:31,818 : INFO : EPOCH 2 - PROGRESS: at 83.80% examples, 255941 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:32,830 : INFO : EPOCH 2 - PROGRESS: at 84.15% examples, 255950 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:33,844 : INFO : EPOCH 2 - PROGRESS: at 84.56% examples, 256039 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:34,899 : INFO : EPOCH 2 - PROGRESS: at 85.09% examples, 255967 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:35,938 : INFO : EPOCH 2 - PROGRESS: at 85.54% examples, 255963 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:37,021 : INFO : EPOCH 2 - PROGRESS: at 85.92% examples, 255925 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:38,025 : INFO : EPOCH 2 - PROGRESS: at 86.36% examples, 255975 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:39,032 : INFO : EPOCH 2 - PROGRESS: at 86.57% examples, 255897 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:40,033 : INFO : EPOCH 2 - PROGRESS: at 86.92% examples, 255903 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:41,060 : INFO : EPOCH 2 - PROGRESS: at 87.42% examples, 255904 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:42,065 : INFO : EPOCH 2 - PROGRESS: at 87.86% examples, 255891 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:43,103 : INFO : EPOCH 2 - PROGRESS: at 88.28% examples, 255884 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:44,142 : INFO : EPOCH 2 - PROGRESS: at 88.89% examples, 255874 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:45,154 : INFO : EPOCH 2 - PROGRESS: at 89.15% examples, 255959 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:46,185 : INFO : EPOCH 2 - PROGRESS: at 89.39% examples, 256085 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:47,185 : INFO : EPOCH 2 - PROGRESS: at 89.82% examples, 256058 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:48,190 : INFO : EPOCH 2 - PROGRESS: at 90.17% examples, 256075 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:49,190 : INFO : EPOCH 2 - PROGRESS: at 90.76% examples, 256097 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:50,220 : INFO : EPOCH 2 - PROGRESS: at 91.11% examples, 256067 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:51,222 : INFO : EPOCH 2 - PROGRESS: at 91.58% examples, 256061 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:52,231 : INFO : EPOCH 2 - PROGRESS: at 92.06% examples, 256058 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:53,270 : INFO : EPOCH 2 - PROGRESS: at 92.45% examples, 256021 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:54,281 : INFO : EPOCH 2 - PROGRESS: at 92.86% examples, 256017 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:55,325 : INFO : EPOCH 2 - PROGRESS: at 93.28% examples, 255986 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:56,334 : INFO : EPOCH 2 - PROGRESS: at 93.68% examples, 255976 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:57,343 : INFO : EPOCH 2 - PROGRESS: at 94.17% examples, 255998 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:58,372 : INFO : EPOCH 2 - PROGRESS: at 94.58% examples, 255998 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:29:59,383 : INFO : EPOCH 2 - PROGRESS: at 95.10% examples, 255996 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:00,398 : INFO : EPOCH 2 - PROGRESS: at 95.45% examples, 256004 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:01,412 : INFO : EPOCH 2 - PROGRESS: at 95.74% examples, 255977 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:02,420 : INFO : EPOCH 2 - PROGRESS: at 96.16% examples, 255960 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:03,482 : INFO : EPOCH 2 - PROGRESS: at 96.59% examples, 255920 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:04,488 : INFO : EPOCH 2 - PROGRESS: at 96.99% examples, 255921 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:05,523 : INFO : EPOCH 2 - PROGRESS: at 97.59% examples, 255934 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:06,530 : INFO : EPOCH 2 - PROGRESS: at 98.03% examples, 255927 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:07,541 : INFO : EPOCH 2 - PROGRESS: at 98.48% examples, 255938 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:08,587 : INFO : EPOCH 2 - PROGRESS: at 98.90% examples, 255894 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:09,598 : INFO : EPOCH 2 - PROGRESS: at 99.36% examples, 255872 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:10,618 : INFO : EPOCH 2 - PROGRESS: at 99.85% examples, 255863 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:10,851 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 05:30:10,856 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 05:30:10,881 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 05:30:10,914 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 05:30:10,915 : INFO : EPOCH - 2 : training on 85855864 raw words (59160076 effective words) took 231.2s, 255880 effective words/s
2020-08-16 05:30:11,939 : INFO : EPOCH 3 - PROGRESS: at 0.63% examples, 248839 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:12,949 : INFO : EPOCH 3 - PROGRESS: at 1.06% examples, 248905 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:13,966 : INFO : EPOCH 3 - PROGRESS: at 1.36% examples, 250840 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:15,025 : INFO : EPOCH 3 - PROGRESS: at 1.72% examples, 249482 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:16,028 : INFO : EPOCH 3 - PROGRESS: at 2.10% examples, 249704 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:17,041 : INFO : EPOCH 3 - PROGRESS: at 2.51% examples, 251787 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:18,095 : INFO : EPOCH 3 - PROGRESS: at 2.83% examples, 250735 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:19,116 : INFO : EPOCH 3 - PROGRESS: at 3.31% examples, 250761 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:20,122 : INFO : EPOCH 3 - PROGRESS: at 3.66% examples, 249938 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:21,141 : INFO : EPOCH 3 - PROGRESS: at 4.06% examples, 250133 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:22,161 : INFO : EPOCH 3 - PROGRESS: at 4.54% examples, 249593 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:23,199 : INFO : EPOCH 3 - PROGRESS: at 4.96% examples, 245841 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:24,228 : INFO : EPOCH 3 - PROGRESS: at 5.32% examples, 243094 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:25,232 : INFO : EPOCH 3 - PROGRESS: at 5.81% examples, 243790 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:26,248 : INFO : EPOCH 3 - PROGRESS: at 6.17% examples, 244469 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:27,250 : INFO : EPOCH 3 - PROGRESS: at 6.51% examples, 245142 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:28,271 : INFO : EPOCH 3 - PROGRESS: at 7.58% examples, 245971 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:29,298 : INFO : EPOCH 3 - PROGRESS: at 7.95% examples, 246211 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:30,353 : INFO : EPOCH 3 - PROGRESS: at 8.39% examples, 246264 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:31,367 : INFO : EPOCH 3 - PROGRESS: at 8.79% examples, 246621 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:32,370 : INFO : EPOCH 3 - PROGRESS: at 9.10% examples, 246976 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:33,376 : INFO : EPOCH 3 - PROGRESS: at 9.49% examples, 247536 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:34,390 : INFO : EPOCH 3 - PROGRESS: at 10.21% examples, 247880 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:35,404 : INFO : EPOCH 3 - PROGRESS: at 10.66% examples, 248298 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:36,432 : INFO : EPOCH 3 - PROGRESS: at 10.91% examples, 247944 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:37,474 : INFO : EPOCH 3 - PROGRESS: at 11.30% examples, 248301 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:38,482 : INFO : EPOCH 3 - PROGRESS: at 12.05% examples, 249071 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:39,491 : INFO : EPOCH 3 - PROGRESS: at 12.37% examples, 249213 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:40,500 : INFO : EPOCH 3 - PROGRESS: at 12.76% examples, 249460 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:41,512 : INFO : EPOCH 3 - PROGRESS: at 12.95% examples, 250378 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:42,512 : INFO : EPOCH 3 - PROGRESS: at 13.45% examples, 250666 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:43,534 : INFO : EPOCH 3 - PROGRESS: at 13.96% examples, 250793 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:44,556 : INFO : EPOCH 3 - PROGRESS: at 14.40% examples, 250845 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:45,563 : INFO : EPOCH 3 - PROGRESS: at 16.29% examples, 251885 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:46,568 : INFO : EPOCH 3 - PROGRESS: at 17.90% examples, 253032 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:47,616 : INFO : EPOCH 3 - PROGRESS: at 18.40% examples, 253107 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:48,646 : INFO : EPOCH 3 - PROGRESS: at 19.07% examples, 253176 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:49,663 : INFO : EPOCH 3 - PROGRESS: at 19.74% examples, 253744 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:50,686 : INFO : EPOCH 3 - PROGRESS: at 20.29% examples, 254163 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:51,688 : INFO : EPOCH 3 - PROGRESS: at 20.65% examples, 253994 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:52,691 : INFO : EPOCH 3 - PROGRESS: at 20.94% examples, 253979 words/s, in_qsize 6, out_qsize 1
2020-08-16 05:30:53,721 : INFO : EPOCH 3 - PROGRESS: at 21.38% examples, 253951 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:54,721 : INFO : EPOCH 3 - PROGRESS: at 21.83% examples, 254153 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:55,804 : INFO : EPOCH 3 - PROGRESS: at 22.14% examples, 253852 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:56,845 : INFO : EPOCH 3 - PROGRESS: at 22.68% examples, 253978 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:57,871 : INFO : EPOCH 3 - PROGRESS: at 23.19% examples, 253974 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:58,872 : INFO : EPOCH 3 - PROGRESS: at 23.66% examples, 254158 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:30:59,876 : INFO : EPOCH 3 - PROGRESS: at 24.03% examples, 254103 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:00,887 : INFO : EPOCH 3 - PROGRESS: at 24.57% examples, 254188 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:01,916 : INFO : EPOCH 3 - PROGRESS: at 24.96% examples, 254060 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:02,984 : INFO : EPOCH 3 - PROGRESS: at 25.57% examples, 253957 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:04,036 : INFO : EPOCH 3 - PROGRESS: at 26.13% examples, 253965 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:05,037 : INFO : EPOCH 3 - PROGRESS: at 26.58% examples, 254123 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:06,041 : INFO : EPOCH 3 - PROGRESS: at 27.18% examples, 254150 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:07,075 : INFO : EPOCH 3 - PROGRESS: at 27.61% examples, 254003 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:08,105 : INFO : EPOCH 3 - PROGRESS: at 27.87% examples, 254162 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:09,142 : INFO : EPOCH 3 - PROGRESS: at 28.34% examples, 254138 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:10,147 : INFO : EPOCH 3 - PROGRESS: at 28.82% examples, 254279 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:11,176 : INFO : EPOCH 3 - PROGRESS: at 29.39% examples, 254187 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:12,200 : INFO : EPOCH 3 - PROGRESS: at 29.93% examples, 254229 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:13,215 : INFO : EPOCH 3 - PROGRESS: at 30.42% examples, 254170 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:14,221 : INFO : EPOCH 3 - PROGRESS: at 30.81% examples, 254204 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:15,222 : INFO : EPOCH 3 - PROGRESS: at 31.26% examples, 254186 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:16,228 : INFO : EPOCH 3 - PROGRESS: at 31.76% examples, 254184 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:17,251 : INFO : EPOCH 3 - PROGRESS: at 32.24% examples, 254185 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:18,267 : INFO : EPOCH 3 - PROGRESS: at 32.82% examples, 254189 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:19,278 : INFO : EPOCH 3 - PROGRESS: at 33.54% examples, 254230 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:20,289 : INFO : EPOCH 3 - PROGRESS: at 33.99% examples, 254343 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:21,291 : INFO : EPOCH 3 - PROGRESS: at 34.41% examples, 254453 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:22,327 : INFO : EPOCH 3 - PROGRESS: at 34.87% examples, 254523 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:23,332 : INFO : EPOCH 3 - PROGRESS: at 35.31% examples, 254513 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:24,337 : INFO : EPOCH 3 - PROGRESS: at 35.75% examples, 254505 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:25,351 : INFO : EPOCH 3 - PROGRESS: at 36.15% examples, 254474 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:26,403 : INFO : EPOCH 3 - PROGRESS: at 36.58% examples, 254406 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:27,404 : INFO : EPOCH 3 - PROGRESS: at 37.14% examples, 254561 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:28,414 : INFO : EPOCH 3 - PROGRESS: at 37.68% examples, 254566 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:29,461 : INFO : EPOCH 3 - PROGRESS: at 38.10% examples, 254629 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:30,463 : INFO : EPOCH 3 - PROGRESS: at 38.51% examples, 254568 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:31,467 : INFO : EPOCH 3 - PROGRESS: at 38.91% examples, 254544 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:32,495 : INFO : EPOCH 3 - PROGRESS: at 39.51% examples, 254726 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:33,556 : INFO : EPOCH 3 - PROGRESS: at 40.01% examples, 254711 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:34,560 : INFO : EPOCH 3 - PROGRESS: at 40.57% examples, 254755 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:35,579 : INFO : EPOCH 3 - PROGRESS: at 40.97% examples, 254737 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:36,605 : INFO : EPOCH 3 - PROGRESS: at 41.44% examples, 254621 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:37,643 : INFO : EPOCH 3 - PROGRESS: at 41.88% examples, 254627 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:38,647 : INFO : EPOCH 3 - PROGRESS: at 42.36% examples, 254617 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:39,667 : INFO : EPOCH 3 - PROGRESS: at 42.98% examples, 254695 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:40,707 : INFO : EPOCH 3 - PROGRESS: at 43.50% examples, 254657 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:41,739 : INFO : EPOCH 3 - PROGRESS: at 44.16% examples, 254670 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:42,743 : INFO : EPOCH 3 - PROGRESS: at 44.72% examples, 254718 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:43,771 : INFO : EPOCH 3 - PROGRESS: at 45.09% examples, 254638 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:44,801 : INFO : EPOCH 3 - PROGRESS: at 45.51% examples, 254614 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:45,822 : INFO : EPOCH 3 - PROGRESS: at 45.95% examples, 254665 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:46,847 : INFO : EPOCH 3 - PROGRESS: at 46.42% examples, 254649 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:47,850 : INFO : EPOCH 3 - PROGRESS: at 46.98% examples, 254664 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:48,859 : INFO : EPOCH 3 - PROGRESS: at 47.55% examples, 254710 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:49,871 : INFO : EPOCH 3 - PROGRESS: at 48.09% examples, 254700 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:50,881 : INFO : EPOCH 3 - PROGRESS: at 48.61% examples, 254626 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:51,898 : INFO : EPOCH 3 - PROGRESS: at 48.98% examples, 254645 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:52,936 : INFO : EPOCH 3 - PROGRESS: at 49.45% examples, 254587 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:54,006 : INFO : EPOCH 3 - PROGRESS: at 49.93% examples, 254586 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:55,079 : INFO : EPOCH 3 - PROGRESS: at 50.38% examples, 254597 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:56,100 : INFO : EPOCH 3 - PROGRESS: at 50.90% examples, 254616 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:57,126 : INFO : EPOCH 3 - PROGRESS: at 51.42% examples, 254622 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:58,162 : INFO : EPOCH 3 - PROGRESS: at 51.89% examples, 254636 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:31:59,166 : INFO : EPOCH 3 - PROGRESS: at 52.53% examples, 254691 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:00,186 : INFO : EPOCH 3 - PROGRESS: at 53.30% examples, 254872 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:01,201 : INFO : EPOCH 3 - PROGRESS: at 53.95% examples, 255056 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:02,213 : INFO : EPOCH 3 - PROGRESS: at 54.63% examples, 255258 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:03,215 : INFO : EPOCH 3 - PROGRESS: at 55.08% examples, 255294 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:04,251 : INFO : EPOCH 3 - PROGRESS: at 55.47% examples, 255294 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:05,256 : INFO : EPOCH 3 - PROGRESS: at 56.14% examples, 255276 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:06,260 : INFO : EPOCH 3 - PROGRESS: at 56.58% examples, 255348 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:07,271 : INFO : EPOCH 3 - PROGRESS: at 56.96% examples, 255328 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:08,276 : INFO : EPOCH 3 - PROGRESS: at 57.32% examples, 255280 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:09,277 : INFO : EPOCH 3 - PROGRESS: at 57.69% examples, 255280 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:10,342 : INFO : EPOCH 3 - PROGRESS: at 58.12% examples, 255236 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:11,345 : INFO : EPOCH 3 - PROGRESS: at 58.53% examples, 255223 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:12,404 : INFO : EPOCH 3 - PROGRESS: at 58.89% examples, 255209 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:13,429 : INFO : EPOCH 3 - PROGRESS: at 59.31% examples, 255210 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:14,450 : INFO : EPOCH 3 - PROGRESS: at 59.88% examples, 255189 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:15,461 : INFO : EPOCH 3 - PROGRESS: at 60.18% examples, 255226 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:16,489 : INFO : EPOCH 3 - PROGRESS: at 60.55% examples, 255142 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:17,509 : INFO : EPOCH 3 - PROGRESS: at 60.84% examples, 255118 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:18,526 : INFO : EPOCH 3 - PROGRESS: at 61.15% examples, 255089 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:19,547 : INFO : EPOCH 3 - PROGRESS: at 61.45% examples, 255122 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:20,565 : INFO : EPOCH 3 - PROGRESS: at 61.80% examples, 255149 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:21,609 : INFO : EPOCH 3 - PROGRESS: at 62.35% examples, 255203 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:22,642 : INFO : EPOCH 3 - PROGRESS: at 63.01% examples, 255462 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:23,667 : INFO : EPOCH 3 - PROGRESS: at 63.66% examples, 255722 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:24,730 : INFO : EPOCH 3 - PROGRESS: at 64.21% examples, 255739 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:25,752 : INFO : EPOCH 3 - PROGRESS: at 64.56% examples, 255800 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:26,784 : INFO : EPOCH 3 - PROGRESS: at 64.82% examples, 255780 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:27,811 : INFO : EPOCH 3 - PROGRESS: at 65.12% examples, 255841 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:28,814 : INFO : EPOCH 3 - PROGRESS: at 65.57% examples, 255862 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:29,823 : INFO : EPOCH 3 - PROGRESS: at 66.00% examples, 255820 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:30,826 : INFO : EPOCH 3 - PROGRESS: at 66.44% examples, 255855 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:31,844 : INFO : EPOCH 3 - PROGRESS: at 67.23% examples, 256170 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:32,875 : INFO : EPOCH 3 - PROGRESS: at 67.62% examples, 256160 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:33,892 : INFO : EPOCH 3 - PROGRESS: at 67.96% examples, 256101 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:34,912 : INFO : EPOCH 3 - PROGRESS: at 68.16% examples, 256230 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:35,930 : INFO : EPOCH 3 - PROGRESS: at 68.36% examples, 256323 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:36,934 : INFO : EPOCH 3 - PROGRESS: at 68.66% examples, 256344 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:37,944 : INFO : EPOCH 3 - PROGRESS: at 69.09% examples, 256336 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:38,975 : INFO : EPOCH 3 - PROGRESS: at 69.41% examples, 256281 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:39,975 : INFO : EPOCH 3 - PROGRESS: at 69.75% examples, 256234 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:41,008 : INFO : EPOCH 3 - PROGRESS: at 70.05% examples, 256266 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:42,036 : INFO : EPOCH 3 - PROGRESS: at 70.30% examples, 256213 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:43,049 : INFO : EPOCH 3 - PROGRESS: at 70.69% examples, 256224 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:44,063 : INFO : EPOCH 3 - PROGRESS: at 71.00% examples, 256193 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:45,071 : INFO : EPOCH 3 - PROGRESS: at 71.46% examples, 256201 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:46,141 : INFO : EPOCH 3 - PROGRESS: at 71.75% examples, 256148 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:47,159 : INFO : EPOCH 3 - PROGRESS: at 72.00% examples, 256153 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:48,202 : INFO : EPOCH 3 - PROGRESS: at 72.25% examples, 256089 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:49,207 : INFO : EPOCH 3 - PROGRESS: at 72.49% examples, 256101 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:50,273 : INFO : EPOCH 3 - PROGRESS: at 72.72% examples, 256043 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:51,338 : INFO : EPOCH 3 - PROGRESS: at 72.91% examples, 256035 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:52,348 : INFO : EPOCH 3 - PROGRESS: at 73.18% examples, 256068 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:53,361 : INFO : EPOCH 3 - PROGRESS: at 73.41% examples, 256029 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:54,374 : INFO : EPOCH 3 - PROGRESS: at 73.66% examples, 256025 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:55,377 : INFO : EPOCH 3 - PROGRESS: at 73.90% examples, 256022 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:56,389 : INFO : EPOCH 3 - PROGRESS: at 74.14% examples, 255994 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:57,398 : INFO : EPOCH 3 - PROGRESS: at 74.38% examples, 255961 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:58,406 : INFO : EPOCH 3 - PROGRESS: at 74.62% examples, 255982 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:32:59,422 : INFO : EPOCH 3 - PROGRESS: at 74.81% examples, 255954 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:00,449 : INFO : EPOCH 3 - PROGRESS: at 75.07% examples, 255950 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:01,482 : INFO : EPOCH 3 - PROGRESS: at 75.50% examples, 255954 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:02,487 : INFO : EPOCH 3 - PROGRESS: at 75.90% examples, 255963 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:03,488 : INFO : EPOCH 3 - PROGRESS: at 76.16% examples, 255969 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:04,523 : INFO : EPOCH 3 - PROGRESS: at 76.57% examples, 255980 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:05,551 : INFO : EPOCH 3 - PROGRESS: at 77.05% examples, 255944 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:06,551 : INFO : EPOCH 3 - PROGRESS: at 77.54% examples, 255944 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:07,555 : INFO : EPOCH 3 - PROGRESS: at 77.88% examples, 255961 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:08,569 : INFO : EPOCH 3 - PROGRESS: at 78.20% examples, 255952 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:09,576 : INFO : EPOCH 3 - PROGRESS: at 78.57% examples, 255918 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:10,583 : INFO : EPOCH 3 - PROGRESS: at 78.94% examples, 255907 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:11,605 : INFO : EPOCH 3 - PROGRESS: at 79.38% examples, 255954 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:12,617 : INFO : EPOCH 3 - PROGRESS: at 79.77% examples, 255971 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:13,623 : INFO : EPOCH 3 - PROGRESS: at 80.11% examples, 255994 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:14,650 : INFO : EPOCH 3 - PROGRESS: at 80.57% examples, 256027 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:15,655 : INFO : EPOCH 3 - PROGRESS: at 80.99% examples, 256038 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:16,661 : INFO : EPOCH 3 - PROGRESS: at 81.33% examples, 256039 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:17,721 : INFO : EPOCH 3 - PROGRESS: at 81.77% examples, 256032 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:18,776 : INFO : EPOCH 3 - PROGRESS: at 82.22% examples, 256049 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:19,783 : INFO : EPOCH 3 - PROGRESS: at 82.65% examples, 256087 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:20,794 : INFO : EPOCH 3 - PROGRESS: at 83.03% examples, 256060 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:21,814 : INFO : EPOCH 3 - PROGRESS: at 83.37% examples, 256094 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:22,832 : INFO : EPOCH 3 - PROGRESS: at 83.76% examples, 256053 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:23,848 : INFO : EPOCH 3 - PROGRESS: at 84.13% examples, 256063 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:24,853 : INFO : EPOCH 3 - PROGRESS: at 84.52% examples, 256155 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:25,909 : INFO : EPOCH 3 - PROGRESS: at 85.05% examples, 256084 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:26,963 : INFO : EPOCH 3 - PROGRESS: at 85.50% examples, 256070 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:28,040 : INFO : EPOCH 3 - PROGRESS: at 85.87% examples, 256032 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:29,041 : INFO : EPOCH 3 - PROGRESS: at 86.30% examples, 256038 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:30,064 : INFO : EPOCH 3 - PROGRESS: at 86.56% examples, 256003 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:31,065 : INFO : EPOCH 3 - PROGRESS: at 86.90% examples, 256012 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:32,080 : INFO : EPOCH 3 - PROGRESS: at 87.37% examples, 256005 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:33,084 : INFO : EPOCH 3 - PROGRESS: at 87.83% examples, 256001 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:34,086 : INFO : EPOCH 3 - PROGRESS: at 88.23% examples, 255983 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:35,089 : INFO : EPOCH 3 - PROGRESS: at 88.82% examples, 256004 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:36,096 : INFO : EPOCH 3 - PROGRESS: at 89.11% examples, 256051 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:37,100 : INFO : EPOCH 3 - PROGRESS: at 89.27% examples, 256190 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:38,122 : INFO : EPOCH 3 - PROGRESS: at 89.73% examples, 256172 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:39,168 : INFO : EPOCH 3 - PROGRESS: at 90.07% examples, 256101 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:40,168 : INFO : EPOCH 3 - PROGRESS: at 90.65% examples, 256076 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:41,215 : INFO : EPOCH 3 - PROGRESS: at 91.02% examples, 256014 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:42,284 : INFO : EPOCH 3 - PROGRESS: at 91.43% examples, 255936 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:43,314 : INFO : EPOCH 3 - PROGRESS: at 91.89% examples, 255711 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:44,353 : INFO : EPOCH 3 - PROGRESS: at 92.21% examples, 255474 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:45,404 : INFO : EPOCH 3 - PROGRESS: at 92.63% examples, 255473 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:46,426 : INFO : EPOCH 3 - PROGRESS: at 93.04% examples, 255461 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:47,442 : INFO : EPOCH 3 - PROGRESS: at 93.50% examples, 255447 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:48,455 : INFO : EPOCH 3 - PROGRESS: at 93.94% examples, 255467 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:49,461 : INFO : EPOCH 3 - PROGRESS: at 94.28% examples, 255472 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:50,477 : INFO : EPOCH 3 - PROGRESS: at 94.84% examples, 255473 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:51,503 : INFO : EPOCH 3 - PROGRESS: at 95.27% examples, 255463 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:52,506 : INFO : EPOCH 3 - PROGRESS: at 95.59% examples, 255482 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:53,522 : INFO : EPOCH 3 - PROGRESS: at 95.96% examples, 255437 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:54,599 : INFO : EPOCH 3 - PROGRESS: at 96.34% examples, 255409 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:55,604 : INFO : EPOCH 3 - PROGRESS: at 96.72% examples, 255405 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:56,614 : INFO : EPOCH 3 - PROGRESS: at 97.21% examples, 255421 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:57,643 : INFO : EPOCH 3 - PROGRESS: at 97.74% examples, 255400 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:58,646 : INFO : EPOCH 3 - PROGRESS: at 98.26% examples, 255416 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:33:59,650 : INFO : EPOCH 3 - PROGRESS: at 98.67% examples, 255422 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:00,670 : INFO : EPOCH 3 - PROGRESS: at 99.08% examples, 255406 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:01,670 : INFO : EPOCH 3 - PROGRESS: at 99.55% examples, 255403 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:02,511 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 05:34:02,517 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 05:34:02,530 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 05:34:02,572 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 05:34:02,573 : INFO : EPOCH - 3 : training on 85855864 raw words (59159039 effective words) took 231.6s, 255385 effective words/s
2020-08-16 05:34:03,583 : INFO : EPOCH 4 - PROGRESS: at 0.61% examples, 241733 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:04,592 : INFO : EPOCH 4 - PROGRESS: at 1.06% examples, 250273 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:05,602 : INFO : EPOCH 4 - PROGRESS: at 1.36% examples, 252366 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:06,606 : INFO : EPOCH 4 - PROGRESS: at 1.72% examples, 252685 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:07,649 : INFO : EPOCH 4 - PROGRESS: at 2.10% examples, 251427 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:08,655 : INFO : EPOCH 4 - PROGRESS: at 2.49% examples, 251308 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:09,657 : INFO : EPOCH 4 - PROGRESS: at 2.82% examples, 253019 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:10,690 : INFO : EPOCH 4 - PROGRESS: at 3.31% examples, 253236 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:11,701 : INFO : EPOCH 4 - PROGRESS: at 3.67% examples, 252831 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:12,702 : INFO : EPOCH 4 - PROGRESS: at 4.09% examples, 253952 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:13,706 : INFO : EPOCH 4 - PROGRESS: at 4.57% examples, 254168 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:14,707 : INFO : EPOCH 4 - PROGRESS: at 5.07% examples, 253501 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:15,710 : INFO : EPOCH 4 - PROGRESS: at 5.55% examples, 253507 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:16,735 : INFO : EPOCH 4 - PROGRESS: at 5.97% examples, 253873 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:17,757 : INFO : EPOCH 4 - PROGRESS: at 6.30% examples, 253514 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:18,764 : INFO : EPOCH 4 - PROGRESS: at 6.95% examples, 253888 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:19,816 : INFO : EPOCH 4 - PROGRESS: at 7.76% examples, 253882 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:20,870 : INFO : EPOCH 4 - PROGRESS: at 8.15% examples, 253775 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:21,888 : INFO : EPOCH 4 - PROGRESS: at 8.58% examples, 253758 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:22,903 : INFO : EPOCH 4 - PROGRESS: at 8.95% examples, 253932 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:23,907 : INFO : EPOCH 4 - PROGRESS: at 9.28% examples, 253969 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:24,943 : INFO : EPOCH 4 - PROGRESS: at 9.81% examples, 254000 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:25,956 : INFO : EPOCH 4 - PROGRESS: at 10.39% examples, 254254 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:27,041 : INFO : EPOCH 4 - PROGRESS: at 10.81% examples, 253729 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:28,057 : INFO : EPOCH 4 - PROGRESS: at 11.14% examples, 253956 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:29,091 : INFO : EPOCH 4 - PROGRESS: at 11.71% examples, 254135 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:30,118 : INFO : EPOCH 4 - PROGRESS: at 12.24% examples, 254285 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:31,123 : INFO : EPOCH 4 - PROGRESS: at 12.69% examples, 254573 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:32,163 : INFO : EPOCH 4 - PROGRESS: at 12.88% examples, 254948 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:33,182 : INFO : EPOCH 4 - PROGRESS: at 13.24% examples, 255277 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:34,188 : INFO : EPOCH 4 - PROGRESS: at 13.75% examples, 255427 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:35,225 : INFO : EPOCH 4 - PROGRESS: at 14.24% examples, 255368 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:36,306 : INFO : EPOCH 4 - PROGRESS: at 15.39% examples, 255643 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:37,339 : INFO : EPOCH 4 - PROGRESS: at 17.80% examples, 257464 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:38,367 : INFO : EPOCH 4 - PROGRESS: at 18.29% examples, 257278 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:39,371 : INFO : EPOCH 4 - PROGRESS: at 18.87% examples, 257422 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:40,391 : INFO : EPOCH 4 - PROGRESS: at 19.53% examples, 257678 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:41,424 : INFO : EPOCH 4 - PROGRESS: at 20.15% examples, 258027 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:42,429 : INFO : EPOCH 4 - PROGRESS: at 20.53% examples, 257897 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:43,439 : INFO : EPOCH 4 - PROGRESS: at 20.88% examples, 257886 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:44,441 : INFO : EPOCH 4 - PROGRESS: at 21.25% examples, 257694 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:45,511 : INFO : EPOCH 4 - PROGRESS: at 21.70% examples, 257566 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:46,524 : INFO : EPOCH 4 - PROGRESS: at 22.06% examples, 257815 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:47,546 : INFO : EPOCH 4 - PROGRESS: at 22.44% examples, 257519 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:48,555 : INFO : EPOCH 4 - PROGRESS: at 23.07% examples, 257648 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:49,595 : INFO : EPOCH 4 - PROGRESS: at 23.56% examples, 257401 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:50,603 : INFO : EPOCH 4 - PROGRESS: at 23.93% examples, 257499 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:51,668 : INFO : EPOCH 4 - PROGRESS: at 24.43% examples, 257389 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:52,680 : INFO : EPOCH 4 - PROGRESS: at 24.87% examples, 257353 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:53,699 : INFO : EPOCH 4 - PROGRESS: at 25.41% examples, 257260 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:54,714 : INFO : EPOCH 4 - PROGRESS: at 25.96% examples, 257175 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:55,723 : INFO : EPOCH 4 - PROGRESS: at 26.38% examples, 257127 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:56,744 : INFO : EPOCH 4 - PROGRESS: at 27.02% examples, 257071 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:57,749 : INFO : EPOCH 4 - PROGRESS: at 27.46% examples, 257064 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:58,759 : INFO : EPOCH 4 - PROGRESS: at 27.79% examples, 257031 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:34:59,782 : INFO : EPOCH 4 - PROGRESS: at 28.16% examples, 257128 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:00,786 : INFO : EPOCH 4 - PROGRESS: at 28.64% examples, 257110 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:01,792 : INFO : EPOCH 4 - PROGRESS: at 29.20% examples, 257146 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:02,807 : INFO : EPOCH 4 - PROGRESS: at 29.66% examples, 256988 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:03,848 : INFO : EPOCH 4 - PROGRESS: at 30.30% examples, 256983 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:04,868 : INFO : EPOCH 4 - PROGRESS: at 30.62% examples, 256885 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:05,895 : INFO : EPOCH 4 - PROGRESS: at 31.06% examples, 256796 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:06,926 : INFO : EPOCH 4 - PROGRESS: at 31.65% examples, 256771 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:07,927 : INFO : EPOCH 4 - PROGRESS: at 32.11% examples, 256827 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:08,937 : INFO : EPOCH 4 - PROGRESS: at 32.62% examples, 256676 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:09,961 : INFO : EPOCH 4 - PROGRESS: at 33.32% examples, 256740 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:10,983 : INFO : EPOCH 4 - PROGRESS: at 33.84% examples, 256709 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:12,005 : INFO : EPOCH 4 - PROGRESS: at 34.30% examples, 256838 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:13,016 : INFO : EPOCH 4 - PROGRESS: at 34.72% examples, 256926 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:14,023 : INFO : EPOCH 4 - PROGRESS: at 35.16% examples, 256829 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:15,029 : INFO : EPOCH 4 - PROGRESS: at 35.59% examples, 256874 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:16,038 : INFO : EPOCH 4 - PROGRESS: at 36.02% examples, 256798 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:17,068 : INFO : EPOCH 4 - PROGRESS: at 36.42% examples, 256744 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:18,084 : INFO : EPOCH 4 - PROGRESS: at 36.97% examples, 256863 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:19,096 : INFO : EPOCH 4 - PROGRESS: at 37.52% examples, 256920 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:20,125 : INFO : EPOCH 4 - PROGRESS: at 37.95% examples, 256825 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:21,125 : INFO : EPOCH 4 - PROGRESS: at 38.38% examples, 256854 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:22,141 : INFO : EPOCH 4 - PROGRESS: at 38.78% examples, 256745 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:23,142 : INFO : EPOCH 4 - PROGRESS: at 39.31% examples, 256847 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:24,143 : INFO : EPOCH 4 - PROGRESS: at 39.87% examples, 256994 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:25,156 : INFO : EPOCH 4 - PROGRESS: at 40.40% examples, 256948 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:26,174 : INFO : EPOCH 4 - PROGRESS: at 40.79% examples, 256800 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:27,238 : INFO : EPOCH 4 - PROGRESS: at 41.33% examples, 256707 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:28,241 : INFO : EPOCH 4 - PROGRESS: at 41.76% examples, 256801 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:29,290 : INFO : EPOCH 4 - PROGRESS: at 42.19% examples, 256651 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:30,320 : INFO : EPOCH 4 - PROGRESS: at 42.84% examples, 256712 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:31,380 : INFO : EPOCH 4 - PROGRESS: at 43.31% examples, 256635 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:32,387 : INFO : EPOCH 4 - PROGRESS: at 44.00% examples, 256682 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:33,397 : INFO : EPOCH 4 - PROGRESS: at 44.60% examples, 256675 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:34,412 : INFO : EPOCH 4 - PROGRESS: at 44.90% examples, 256614 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:35,434 : INFO : EPOCH 4 - PROGRESS: at 45.41% examples, 256614 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:36,449 : INFO : EPOCH 4 - PROGRESS: at 45.80% examples, 256600 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:37,493 : INFO : EPOCH 4 - PROGRESS: at 46.27% examples, 256565 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:38,514 : INFO : EPOCH 4 - PROGRESS: at 46.77% examples, 256530 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:39,519 : INFO : EPOCH 4 - PROGRESS: at 47.36% examples, 256602 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:40,538 : INFO : EPOCH 4 - PROGRESS: at 47.95% examples, 256567 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:41,553 : INFO : EPOCH 4 - PROGRESS: at 48.48% examples, 256551 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:42,576 : INFO : EPOCH 4 - PROGRESS: at 48.91% examples, 256526 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:43,614 : INFO : EPOCH 4 - PROGRESS: at 49.35% examples, 256531 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:44,625 : INFO : EPOCH 4 - PROGRESS: at 49.81% examples, 256484 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:45,654 : INFO : EPOCH 4 - PROGRESS: at 50.25% examples, 256480 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:46,714 : INFO : EPOCH 4 - PROGRESS: at 50.76% examples, 256437 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:47,758 : INFO : EPOCH 4 - PROGRESS: at 51.28% examples, 256416 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:48,782 : INFO : EPOCH 4 - PROGRESS: at 51.75% examples, 256397 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:49,827 : INFO : EPOCH 4 - PROGRESS: at 52.33% examples, 256413 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:50,832 : INFO : EPOCH 4 - PROGRESS: at 53.11% examples, 256613 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:51,846 : INFO : EPOCH 4 - PROGRESS: at 53.77% examples, 256722 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:52,849 : INFO : EPOCH 4 - PROGRESS: at 54.42% examples, 256930 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:53,862 : INFO : EPOCH 4 - PROGRESS: at 54.98% examples, 256949 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:54,889 : INFO : EPOCH 4 - PROGRESS: at 55.36% examples, 257021 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:55,903 : INFO : EPOCH 4 - PROGRESS: at 56.01% examples, 256986 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:56,926 : INFO : EPOCH 4 - PROGRESS: at 56.46% examples, 256979 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:57,936 : INFO : EPOCH 4 - PROGRESS: at 56.87% examples, 256945 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:35:58,974 : INFO : EPOCH 4 - PROGRESS: at 57.24% examples, 256937 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:00,003 : INFO : EPOCH 4 - PROGRESS: at 57.62% examples, 256917 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:01,028 : INFO : EPOCH 4 - PROGRESS: at 58.01% examples, 256890 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:02,029 : INFO : EPOCH 4 - PROGRESS: at 58.43% examples, 256853 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:03,033 : INFO : EPOCH 4 - PROGRESS: at 58.79% examples, 256898 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:04,039 : INFO : EPOCH 4 - PROGRESS: at 59.22% examples, 256837 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:05,074 : INFO : EPOCH 4 - PROGRESS: at 59.71% examples, 256799 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:06,089 : INFO : EPOCH 4 - PROGRESS: at 60.12% examples, 256788 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:07,117 : INFO : EPOCH 4 - PROGRESS: at 60.44% examples, 256720 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:08,141 : INFO : EPOCH 4 - PROGRESS: at 60.78% examples, 256723 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:09,168 : INFO : EPOCH 4 - PROGRESS: at 61.08% examples, 256652 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:10,169 : INFO : EPOCH 4 - PROGRESS: at 61.36% examples, 256676 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:11,183 : INFO : EPOCH 4 - PROGRESS: at 61.71% examples, 256683 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:12,191 : INFO : EPOCH 4 - PROGRESS: at 62.15% examples, 256713 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:13,215 : INFO : EPOCH 4 - PROGRESS: at 62.81% examples, 256925 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:14,233 : INFO : EPOCH 4 - PROGRESS: at 63.46% examples, 257197 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:15,268 : INFO : EPOCH 4 - PROGRESS: at 64.09% examples, 257331 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:16,275 : INFO : EPOCH 4 - PROGRESS: at 64.42% examples, 257333 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:17,289 : INFO : EPOCH 4 - PROGRESS: at 64.72% examples, 257279 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:18,292 : INFO : EPOCH 4 - PROGRESS: at 64.99% examples, 257418 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:19,299 : INFO : EPOCH 4 - PROGRESS: at 65.38% examples, 257296 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:20,301 : INFO : EPOCH 4 - PROGRESS: at 65.84% examples, 257330 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:21,308 : INFO : EPOCH 4 - PROGRESS: at 66.21% examples, 257298 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:22,316 : INFO : EPOCH 4 - PROGRESS: at 66.97% examples, 257564 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:23,320 : INFO : EPOCH 4 - PROGRESS: at 67.45% examples, 257654 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:24,332 : INFO : EPOCH 4 - PROGRESS: at 67.84% examples, 257648 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:25,370 : INFO : EPOCH 4 - PROGRESS: at 68.14% examples, 257594 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:26,381 : INFO : EPOCH 4 - PROGRESS: at 68.27% examples, 257796 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:27,421 : INFO : EPOCH 4 - PROGRESS: at 68.53% examples, 257765 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:28,431 : INFO : EPOCH 4 - PROGRESS: at 68.90% examples, 257748 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:29,480 : INFO : EPOCH 4 - PROGRESS: at 69.31% examples, 257742 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:30,491 : INFO : EPOCH 4 - PROGRESS: at 69.66% examples, 257711 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:31,492 : INFO : EPOCH 4 - PROGRESS: at 69.94% examples, 257694 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:32,511 : INFO : EPOCH 4 - PROGRESS: at 70.22% examples, 257653 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:33,518 : INFO : EPOCH 4 - PROGRESS: at 70.59% examples, 257635 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:34,524 : INFO : EPOCH 4 - PROGRESS: at 70.88% examples, 257621 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:35,544 : INFO : EPOCH 4 - PROGRESS: at 71.29% examples, 257636 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:36,576 : INFO : EPOCH 4 - PROGRESS: at 71.66% examples, 257553 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:37,593 : INFO : EPOCH 4 - PROGRESS: at 71.92% examples, 257570 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:38,597 : INFO : EPOCH 4 - PROGRESS: at 72.15% examples, 257556 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:39,626 : INFO : EPOCH 4 - PROGRESS: at 72.39% examples, 257503 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:40,632 : INFO : EPOCH 4 - PROGRESS: at 72.63% examples, 257521 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:41,636 : INFO : EPOCH 4 - PROGRESS: at 72.81% examples, 257494 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:42,682 : INFO : EPOCH 4 - PROGRESS: at 73.06% examples, 257421 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:43,707 : INFO : EPOCH 4 - PROGRESS: at 73.30% examples, 257434 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:44,707 : INFO : EPOCH 4 - PROGRESS: at 73.56% examples, 257385 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:45,744 : INFO : EPOCH 4 - PROGRESS: at 73.80% examples, 257381 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:46,764 : INFO : EPOCH 4 - PROGRESS: at 74.03% examples, 257332 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:47,784 : INFO : EPOCH 4 - PROGRESS: at 74.28% examples, 257354 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:48,792 : INFO : EPOCH 4 - PROGRESS: at 74.53% examples, 257319 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:49,822 : INFO : EPOCH 4 - PROGRESS: at 74.75% examples, 257304 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:50,838 : INFO : EPOCH 4 - PROGRESS: at 74.96% examples, 257332 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:51,849 : INFO : EPOCH 4 - PROGRESS: at 75.33% examples, 257312 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:52,863 : INFO : EPOCH 4 - PROGRESS: at 75.75% examples, 257263 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:53,878 : INFO : EPOCH 4 - PROGRESS: at 76.08% examples, 257299 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:54,903 : INFO : EPOCH 4 - PROGRESS: at 76.36% examples, 257294 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:55,964 : INFO : EPOCH 4 - PROGRESS: at 76.86% examples, 257274 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:56,971 : INFO : EPOCH 4 - PROGRESS: at 77.39% examples, 257255 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:57,979 : INFO : EPOCH 4 - PROGRESS: at 77.76% examples, 257254 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:36:59,009 : INFO : EPOCH 4 - PROGRESS: at 78.07% examples, 257174 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:00,021 : INFO : EPOCH 4 - PROGRESS: at 78.39% examples, 257102 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:01,028 : INFO : EPOCH 4 - PROGRESS: at 78.76% examples, 257036 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:02,032 : INFO : EPOCH 4 - PROGRESS: at 79.14% examples, 257016 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:03,107 : INFO : EPOCH 4 - PROGRESS: at 79.56% examples, 256770 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:04,114 : INFO : EPOCH 4 - PROGRESS: at 79.82% examples, 256585 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:05,119 : INFO : EPOCH 4 - PROGRESS: at 80.22% examples, 256571 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:06,147 : INFO : EPOCH 4 - PROGRESS: at 80.67% examples, 256563 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:07,172 : INFO : EPOCH 4 - PROGRESS: at 81.07% examples, 256576 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:08,175 : INFO : EPOCH 4 - PROGRESS: at 81.43% examples, 256619 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:09,201 : INFO : EPOCH 4 - PROGRESS: at 81.86% examples, 256575 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:10,249 : INFO : EPOCH 4 - PROGRESS: at 82.30% examples, 256593 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:11,261 : INFO : EPOCH 4 - PROGRESS: at 82.73% examples, 256596 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:12,262 : INFO : EPOCH 4 - PROGRESS: at 83.09% examples, 256630 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:13,272 : INFO : EPOCH 4 - PROGRESS: at 83.46% examples, 256646 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:14,287 : INFO : EPOCH 4 - PROGRESS: at 83.83% examples, 256600 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:15,303 : INFO : EPOCH 4 - PROGRESS: at 84.19% examples, 256615 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:16,308 : INFO : EPOCH 4 - PROGRESS: at 84.57% examples, 256649 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:17,340 : INFO : EPOCH 4 - PROGRESS: at 85.12% examples, 256655 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:18,352 : INFO : EPOCH 4 - PROGRESS: at 85.58% examples, 256668 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:19,397 : INFO : EPOCH 4 - PROGRESS: at 85.92% examples, 256571 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:20,460 : INFO : EPOCH 4 - PROGRESS: at 86.36% examples, 256572 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:21,502 : INFO : EPOCH 4 - PROGRESS: at 86.59% examples, 256544 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:22,509 : INFO : EPOCH 4 - PROGRESS: at 86.96% examples, 256559 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:23,531 : INFO : EPOCH 4 - PROGRESS: at 87.47% examples, 256559 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:24,535 : INFO : EPOCH 4 - PROGRESS: at 87.91% examples, 256584 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:25,535 : INFO : EPOCH 4 - PROGRESS: at 88.33% examples, 256537 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:26,549 : INFO : EPOCH 4 - PROGRESS: at 88.92% examples, 256559 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:27,592 : INFO : EPOCH 4 - PROGRESS: at 89.16% examples, 256619 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:28,598 : INFO : EPOCH 4 - PROGRESS: at 89.43% examples, 256754 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:29,626 : INFO : EPOCH 4 - PROGRESS: at 89.85% examples, 256722 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:30,648 : INFO : EPOCH 4 - PROGRESS: at 90.29% examples, 256715 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:31,660 : INFO : EPOCH 4 - PROGRESS: at 90.81% examples, 256725 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:32,679 : INFO : EPOCH 4 - PROGRESS: at 91.18% examples, 256698 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:33,705 : INFO : EPOCH 4 - PROGRESS: at 91.68% examples, 256736 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:34,752 : INFO : EPOCH 4 - PROGRESS: at 92.12% examples, 256683 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:35,773 : INFO : EPOCH 4 - PROGRESS: at 92.50% examples, 256676 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:36,785 : INFO : EPOCH 4 - PROGRESS: at 92.93% examples, 256646 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:37,803 : INFO : EPOCH 4 - PROGRESS: at 93.39% examples, 256636 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:38,812 : INFO : EPOCH 4 - PROGRESS: at 93.77% examples, 256654 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:39,831 : INFO : EPOCH 4 - PROGRESS: at 94.24% examples, 256631 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:40,844 : INFO : EPOCH 4 - PROGRESS: at 94.68% examples, 256652 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:41,889 : INFO : EPOCH 4 - PROGRESS: at 95.16% examples, 256630 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:42,905 : INFO : EPOCH 4 - PROGRESS: at 95.53% examples, 256648 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:43,923 : INFO : EPOCH 4 - PROGRESS: at 95.88% examples, 256614 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:44,932 : INFO : EPOCH 4 - PROGRESS: at 96.23% examples, 256587 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:46,002 : INFO : EPOCH 4 - PROGRESS: at 96.63% examples, 256553 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:47,034 : INFO : EPOCH 4 - PROGRESS: at 97.10% examples, 256538 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:48,052 : INFO : EPOCH 4 - PROGRESS: at 97.65% examples, 256572 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:49,055 : INFO : EPOCH 4 - PROGRESS: at 98.13% examples, 256568 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:50,057 : INFO : EPOCH 4 - PROGRESS: at 98.57% examples, 256546 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:51,104 : INFO : EPOCH 4 - PROGRESS: at 98.99% examples, 256526 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:52,109 : INFO : EPOCH 4 - PROGRESS: at 99.43% examples, 256510 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:53,119 : INFO : EPOCH 4 - PROGRESS: at 99.95% examples, 256498 words/s, in_qsize 5, out_qsize 0
2020-08-16 05:37:53,149 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 05:37:53,153 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 05:37:53,184 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 05:37:53,210 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 05:37:53,211 : INFO : EPOCH - 4 : training on 85855864 raw words (59159691 effective words) took 230.6s, 256511 effective words/s
2020-08-16 05:37:54,222 : INFO : EPOCH 5 - PROGRESS: at 0.61% examples, 241016 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:55,238 : INFO : EPOCH 5 - PROGRESS: at 1.06% examples, 249619 words/s, in_qsize 8, out_qsize 0
2020-08-16 05:37:56,251 : INFO : EPOCH 5 - PROGRESS: at 1.36% examples, 251591 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:57,252 : INFO : EPOCH 5 - PROGRESS: at 1.72% examples, 252366 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:58,299 : INFO : EPOCH 5 - PROGRESS: at 2.10% examples, 250979 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:37:59,327 : INFO : EPOCH 5 - PROGRESS: at 2.51% examples, 252278 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:00,333 : INFO : EPOCH 5 - PROGRESS: at 2.83% examples, 252849 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:01,343 : INFO : EPOCH 5 - PROGRESS: at 3.31% examples, 252898 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:02,358 : INFO : EPOCH 5 - PROGRESS: at 3.67% examples, 252374 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:03,420 : INFO : EPOCH 5 - PROGRESS: at 4.10% examples, 252675 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:04,430 : INFO : EPOCH 5 - PROGRESS: at 4.58% examples, 253347 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:05,443 : INFO : EPOCH 5 - PROGRESS: at 5.11% examples, 253174 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:06,447 : INFO : EPOCH 5 - PROGRESS: at 5.59% examples, 253226 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:07,448 : INFO : EPOCH 5 - PROGRESS: at 5.99% examples, 253882 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:08,467 : INFO : EPOCH 5 - PROGRESS: at 6.32% examples, 253534 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:09,474 : INFO : EPOCH 5 - PROGRESS: at 7.01% examples, 253561 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:10,478 : INFO : EPOCH 5 - PROGRESS: at 7.78% examples, 253958 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:11,536 : INFO : EPOCH 5 - PROGRESS: at 8.15% examples, 253406 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:12,556 : INFO : EPOCH 5 - PROGRESS: at 8.58% examples, 253407 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:13,568 : INFO : EPOCH 5 - PROGRESS: at 8.95% examples, 253635 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:14,575 : INFO : EPOCH 5 - PROGRESS: at 9.28% examples, 253655 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:15,621 : INFO : EPOCH 5 - PROGRESS: at 9.81% examples, 253598 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:16,633 : INFO : EPOCH 5 - PROGRESS: at 10.39% examples, 253876 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:17,703 : INFO : EPOCH 5 - PROGRESS: at 10.81% examples, 253521 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:18,706 : INFO : EPOCH 5 - PROGRESS: at 11.13% examples, 253597 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:19,709 : INFO : EPOCH 5 - PROGRESS: at 11.69% examples, 254081 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:20,730 : INFO : EPOCH 5 - PROGRESS: at 12.23% examples, 254032 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:21,770 : INFO : EPOCH 5 - PROGRESS: at 12.68% examples, 254049 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:22,793 : INFO : EPOCH 5 - PROGRESS: at 12.87% examples, 254728 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:23,810 : INFO : EPOCH 5 - PROGRESS: at 13.23% examples, 255169 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:24,858 : INFO : EPOCH 5 - PROGRESS: at 13.74% examples, 254975 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:25,865 : INFO : EPOCH 5 - PROGRESS: at 14.20% examples, 254934 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:26,884 : INFO : EPOCH 5 - PROGRESS: at 14.99% examples, 255070 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:27,920 : INFO : EPOCH 5 - PROGRESS: at 17.48% examples, 256907 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:28,957 : INFO : EPOCH 5 - PROGRESS: at 18.25% examples, 256874 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:29,960 : INFO : EPOCH 5 - PROGRESS: at 18.77% examples, 256825 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:30,980 : INFO : EPOCH 5 - PROGRESS: at 19.46% examples, 257275 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:32,017 : INFO : EPOCH 5 - PROGRESS: at 20.09% examples, 257640 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:33,033 : INFO : EPOCH 5 - PROGRESS: at 20.49% examples, 257479 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:34,052 : INFO : EPOCH 5 - PROGRESS: at 20.85% examples, 257416 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:35,054 : INFO : EPOCH 5 - PROGRESS: at 21.21% examples, 257369 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:36,096 : INFO : EPOCH 5 - PROGRESS: at 21.66% examples, 257205 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:37,104 : INFO : EPOCH 5 - PROGRESS: at 22.03% examples, 257126 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:38,159 : INFO : EPOCH 5 - PROGRESS: at 22.35% examples, 257129 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:39,161 : INFO : EPOCH 5 - PROGRESS: at 23.03% examples, 257289 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:40,205 : INFO : EPOCH 5 - PROGRESS: at 23.53% examples, 256975 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:41,218 : INFO : EPOCH 5 - PROGRESS: at 23.89% examples, 257042 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:42,257 : INFO : EPOCH 5 - PROGRESS: at 24.39% examples, 257063 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:43,272 : INFO : EPOCH 5 - PROGRESS: at 24.84% examples, 257086 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:44,279 : INFO : EPOCH 5 - PROGRESS: at 25.32% examples, 256860 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:45,323 : INFO : EPOCH 5 - PROGRESS: at 25.92% examples, 256798 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:46,341 : INFO : EPOCH 5 - PROGRESS: at 26.35% examples, 256811 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:47,345 : INFO : EPOCH 5 - PROGRESS: at 26.97% examples, 256740 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:48,355 : INFO : EPOCH 5 - PROGRESS: at 27.41% examples, 256683 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:49,359 : INFO : EPOCH 5 - PROGRESS: at 27.78% examples, 256604 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:50,359 : INFO : EPOCH 5 - PROGRESS: at 28.08% examples, 256783 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:51,391 : INFO : EPOCH 5 - PROGRESS: at 28.58% examples, 256652 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:52,400 : INFO : EPOCH 5 - PROGRESS: at 29.15% examples, 256776 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:53,421 : INFO : EPOCH 5 - PROGRESS: at 29.58% examples, 256633 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:54,452 : INFO : EPOCH 5 - PROGRESS: at 30.26% examples, 256640 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:55,457 : INFO : EPOCH 5 - PROGRESS: at 30.58% examples, 256576 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:56,506 : INFO : EPOCH 5 - PROGRESS: at 31.02% examples, 256461 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:57,545 : INFO : EPOCH 5 - PROGRESS: at 31.62% examples, 256440 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:58,606 : INFO : EPOCH 5 - PROGRESS: at 32.06% examples, 256342 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:38:59,611 : INFO : EPOCH 5 - PROGRESS: at 32.61% examples, 256436 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:00,621 : INFO : EPOCH 5 - PROGRESS: at 33.27% examples, 256350 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:01,668 : INFO : EPOCH 5 - PROGRESS: at 33.83% examples, 256437 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:02,681 : INFO : EPOCH 5 - PROGRESS: at 34.27% examples, 256490 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:03,695 : INFO : EPOCH 5 - PROGRESS: at 34.69% examples, 256564 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:04,704 : INFO : EPOCH 5 - PROGRESS: at 35.15% examples, 256570 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:05,740 : INFO : EPOCH 5 - PROGRESS: at 35.57% examples, 256436 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:06,762 : INFO : EPOCH 5 - PROGRESS: at 36.02% examples, 256490 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:07,785 : INFO : EPOCH 5 - PROGRESS: at 36.42% examples, 256467 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:08,785 : INFO : EPOCH 5 - PROGRESS: at 36.96% examples, 256538 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:09,788 : INFO : EPOCH 5 - PROGRESS: at 37.49% examples, 256463 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:10,795 : INFO : EPOCH 5 - PROGRESS: at 37.95% examples, 256621 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:11,831 : INFO : EPOCH 5 - PROGRESS: at 38.36% examples, 256450 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:12,879 : INFO : EPOCH 5 - PROGRESS: at 38.78% examples, 256416 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:13,889 : INFO : EPOCH 5 - PROGRESS: at 39.32% examples, 256567 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:14,945 : INFO : EPOCH 5 - PROGRESS: at 39.88% examples, 256555 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:15,976 : INFO : EPOCH 5 - PROGRESS: at 40.42% examples, 256535 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:16,980 : INFO : EPOCH 5 - PROGRESS: at 40.82% examples, 256512 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:17,987 : INFO : EPOCH 5 - PROGRESS: at 41.34% examples, 256550 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:19,067 : INFO : EPOCH 5 - PROGRESS: at 41.79% examples, 256392 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:20,087 : INFO : EPOCH 5 - PROGRESS: at 42.24% examples, 256408 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:21,089 : INFO : EPOCH 5 - PROGRESS: at 42.85% examples, 256401 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:22,115 : INFO : EPOCH 5 - PROGRESS: at 43.31% examples, 256346 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:23,119 : INFO : EPOCH 5 - PROGRESS: at 44.00% examples, 256399 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:24,133 : INFO : EPOCH 5 - PROGRESS: at 44.60% examples, 256382 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:25,145 : INFO : EPOCH 5 - PROGRESS: at 44.90% examples, 256328 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:26,173 : INFO : EPOCH 5 - PROGRESS: at 45.41% examples, 256316 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:27,191 : INFO : EPOCH 5 - PROGRESS: at 45.80% examples, 256296 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:28,235 : INFO : EPOCH 5 - PROGRESS: at 46.27% examples, 256265 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:29,252 : INFO : EPOCH 5 - PROGRESS: at 46.77% examples, 256242 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:30,272 : INFO : EPOCH 5 - PROGRESS: at 47.36% examples, 256280 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:31,283 : INFO : EPOCH 5 - PROGRESS: at 47.95% examples, 256263 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:32,299 : INFO : EPOCH 5 - PROGRESS: at 48.48% examples, 256249 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:33,303 : INFO : EPOCH 5 - PROGRESS: at 48.90% examples, 256204 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:34,305 : INFO : EPOCH 5 - PROGRESS: at 49.33% examples, 256169 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:35,364 : INFO : EPOCH 5 - PROGRESS: at 49.79% examples, 256139 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:36,420 : INFO : EPOCH 5 - PROGRESS: at 50.25% examples, 256138 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:37,455 : INFO : EPOCH 5 - PROGRESS: at 50.76% examples, 256153 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:38,502 : INFO : EPOCH 5 - PROGRESS: at 51.28% examples, 256132 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:39,523 : INFO : EPOCH 5 - PROGRESS: at 51.75% examples, 256118 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:40,527 : INFO : EPOCH 5 - PROGRESS: at 52.31% examples, 256165 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:41,554 : INFO : EPOCH 5 - PROGRESS: at 53.08% examples, 256252 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:42,554 : INFO : EPOCH 5 - PROGRESS: at 53.75% examples, 256462 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:43,563 : INFO : EPOCH 5 - PROGRESS: at 54.38% examples, 256591 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:44,594 : INFO : EPOCH 5 - PROGRESS: at 54.98% examples, 256699 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:45,603 : INFO : EPOCH 5 - PROGRESS: at 55.33% examples, 256683 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:46,636 : INFO : EPOCH 5 - PROGRESS: at 56.01% examples, 256735 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:47,670 : INFO : EPOCH 5 - PROGRESS: at 56.46% examples, 256707 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:48,692 : INFO : EPOCH 5 - PROGRESS: at 56.87% examples, 256648 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:49,722 : INFO : EPOCH 5 - PROGRESS: at 57.24% examples, 256657 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:50,752 : INFO : EPOCH 5 - PROGRESS: at 57.62% examples, 256640 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:51,776 : INFO : EPOCH 5 - PROGRESS: at 58.01% examples, 256617 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:52,804 : INFO : EPOCH 5 - PROGRESS: at 58.45% examples, 256585 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:53,827 : INFO : EPOCH 5 - PROGRESS: at 58.80% examples, 256587 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:54,843 : INFO : EPOCH 5 - PROGRESS: at 59.23% examples, 256565 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:55,852 : INFO : EPOCH 5 - PROGRESS: at 59.73% examples, 256529 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:56,854 : INFO : EPOCH 5 - PROGRESS: at 60.13% examples, 256542 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:57,876 : INFO : EPOCH 5 - PROGRESS: at 60.44% examples, 256440 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:58,901 : INFO : EPOCH 5 - PROGRESS: at 60.78% examples, 256445 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:39:59,936 : INFO : EPOCH 5 - PROGRESS: at 61.08% examples, 256357 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:00,951 : INFO : EPOCH 5 - PROGRESS: at 61.37% examples, 256411 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:01,956 : INFO : EPOCH 5 - PROGRESS: at 61.71% examples, 256385 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:02,977 : INFO : EPOCH 5 - PROGRESS: at 62.17% examples, 256449 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:03,985 : INFO : EPOCH 5 - PROGRESS: at 62.81% examples, 256636 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:05,007 : INFO : EPOCH 5 - PROGRESS: at 63.46% examples, 256903 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:06,042 : INFO : EPOCH 5 - PROGRESS: at 64.09% examples, 257039 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:07,054 : INFO : EPOCH 5 - PROGRESS: at 64.42% examples, 257036 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:08,067 : INFO : EPOCH 5 - PROGRESS: at 64.72% examples, 256985 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:09,078 : INFO : EPOCH 5 - PROGRESS: at 64.99% examples, 257112 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:10,088 : INFO : EPOCH 5 - PROGRESS: at 65.38% examples, 256984 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:11,093 : INFO : EPOCH 5 - PROGRESS: at 65.84% examples, 257015 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:12,108 : INFO : EPOCH 5 - PROGRESS: at 66.21% examples, 256971 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:13,109 : INFO : EPOCH 5 - PROGRESS: at 66.94% examples, 257210 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:14,124 : INFO : EPOCH 5 - PROGRESS: at 67.45% examples, 257330 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:15,149 : INFO : EPOCH 5 - PROGRESS: at 67.84% examples, 257302 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:16,181 : INFO : EPOCH 5 - PROGRESS: at 68.14% examples, 257263 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:17,198 : INFO : EPOCH 5 - PROGRESS: at 68.27% examples, 257455 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:18,208 : INFO : EPOCH 5 - PROGRESS: at 68.52% examples, 257428 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:19,281 : INFO : EPOCH 5 - PROGRESS: at 68.89% examples, 257303 words/s, in_qsize 8, out_qsize 0
2020-08-16 05:40:20,293 : INFO : EPOCH 5 - PROGRESS: at 69.28% examples, 257265 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:21,311 : INFO : EPOCH 5 - PROGRESS: at 69.63% examples, 257187 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:22,356 : INFO : EPOCH 5 - PROGRESS: at 69.90% examples, 256962 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:23,413 : INFO : EPOCH 5 - PROGRESS: at 70.14% examples, 256637 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:24,437 : INFO : EPOCH 5 - PROGRESS: at 70.44% examples, 256411 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:25,447 : INFO : EPOCH 5 - PROGRESS: at 70.76% examples, 256415 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:26,498 : INFO : EPOCH 5 - PROGRESS: at 71.08% examples, 256383 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:27,529 : INFO : EPOCH 5 - PROGRESS: at 71.56% examples, 256345 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:28,532 : INFO : EPOCH 5 - PROGRESS: at 71.81% examples, 256342 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:29,571 : INFO : EPOCH 5 - PROGRESS: at 72.06% examples, 256310 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:30,584 : INFO : EPOCH 5 - PROGRESS: at 72.29% examples, 256304 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:31,611 : INFO : EPOCH 5 - PROGRESS: at 72.54% examples, 256266 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:32,657 : INFO : EPOCH 5 - PROGRESS: at 72.77% examples, 256236 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:33,662 : INFO : EPOCH 5 - PROGRESS: at 72.97% examples, 256293 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:34,671 : INFO : EPOCH 5 - PROGRESS: at 73.21% examples, 256243 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:35,702 : INFO : EPOCH 5 - PROGRESS: at 73.46% examples, 256209 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:36,709 : INFO : EPOCH 5 - PROGRESS: at 73.69% examples, 256210 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:37,715 : INFO : EPOCH 5 - PROGRESS: at 73.94% examples, 256200 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:38,729 : INFO : EPOCH 5 - PROGRESS: at 74.18% examples, 256209 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:39,731 : INFO : EPOCH 5 - PROGRESS: at 74.42% examples, 256188 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:40,734 : INFO : EPOCH 5 - PROGRESS: at 74.65% examples, 256138 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:41,750 : INFO : EPOCH 5 - PROGRESS: at 74.84% examples, 256151 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:42,796 : INFO : EPOCH 5 - PROGRESS: at 75.12% examples, 256147 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:43,806 : INFO : EPOCH 5 - PROGRESS: at 75.57% examples, 256152 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:44,825 : INFO : EPOCH 5 - PROGRESS: at 75.96% examples, 256149 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:45,842 : INFO : EPOCH 5 - PROGRESS: at 76.21% examples, 256169 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:46,851 : INFO : EPOCH 5 - PROGRESS: at 76.66% examples, 256172 words/s, in_qsize 6, out_qsize 1
2020-08-16 05:40:47,901 : INFO : EPOCH 5 - PROGRESS: at 77.13% examples, 256147 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:48,908 : INFO : EPOCH 5 - PROGRESS: at 77.60% examples, 256134 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:49,910 : INFO : EPOCH 5 - PROGRESS: at 77.93% examples, 256111 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:50,916 : INFO : EPOCH 5 - PROGRESS: at 78.27% examples, 256118 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:51,930 : INFO : EPOCH 5 - PROGRESS: at 78.63% examples, 256093 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:52,936 : INFO : EPOCH 5 - PROGRESS: at 79.00% examples, 256093 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:53,958 : INFO : EPOCH 5 - PROGRESS: at 79.46% examples, 256171 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:55,002 : INFO : EPOCH 5 - PROGRESS: at 79.82% examples, 256167 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:56,008 : INFO : EPOCH 5 - PROGRESS: at 80.20% examples, 256170 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:57,016 : INFO : EPOCH 5 - PROGRESS: at 80.67% examples, 256233 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:58,035 : INFO : EPOCH 5 - PROGRESS: at 81.06% examples, 256220 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:40:59,051 : INFO : EPOCH 5 - PROGRESS: at 81.42% examples, 256246 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:00,088 : INFO : EPOCH 5 - PROGRESS: at 81.86% examples, 256226 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:01,137 : INFO : EPOCH 5 - PROGRESS: at 82.30% examples, 256243 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:02,138 : INFO : EPOCH 5 - PROGRESS: at 82.73% examples, 256264 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:03,142 : INFO : EPOCH 5 - PROGRESS: at 83.08% examples, 256262 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:04,145 : INFO : EPOCH 5 - PROGRESS: at 83.43% examples, 256251 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:05,181 : INFO : EPOCH 5 - PROGRESS: at 83.83% examples, 256250 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:06,200 : INFO : EPOCH 5 - PROGRESS: at 84.19% examples, 256262 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:07,205 : INFO : EPOCH 5 - PROGRESS: at 84.57% examples, 256295 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:08,241 : INFO : EPOCH 5 - PROGRESS: at 85.12% examples, 256299 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:09,255 : INFO : EPOCH 5 - PROGRESS: at 85.58% examples, 256313 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:10,297 : INFO : EPOCH 5 - PROGRESS: at 85.92% examples, 256225 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:11,298 : INFO : EPOCH 5 - PROGRESS: at 86.36% examples, 256277 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:12,305 : INFO : EPOCH 5 - PROGRESS: at 86.57% examples, 256199 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:13,309 : INFO : EPOCH 5 - PROGRESS: at 86.92% examples, 256199 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:14,331 : INFO : EPOCH 5 - PROGRESS: at 87.42% examples, 256204 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:15,344 : INFO : EPOCH 5 - PROGRESS: at 87.86% examples, 256180 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:16,371 : INFO : EPOCH 5 - PROGRESS: at 88.28% examples, 256186 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:17,416 : INFO : EPOCH 5 - PROGRESS: at 88.89% examples, 256167 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:18,433 : INFO : EPOCH 5 - PROGRESS: at 89.15% examples, 256244 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:19,457 : INFO : EPOCH 5 - PROGRESS: at 89.39% examples, 256378 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:20,459 : INFO : EPOCH 5 - PROGRESS: at 89.82% examples, 256347 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:21,467 : INFO : EPOCH 5 - PROGRESS: at 90.17% examples, 256360 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:22,472 : INFO : EPOCH 5 - PROGRESS: at 90.76% examples, 256375 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:23,493 : INFO : EPOCH 5 - PROGRESS: at 91.11% examples, 256354 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:24,511 : INFO : EPOCH 5 - PROGRESS: at 91.60% examples, 256364 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:25,515 : INFO : EPOCH 5 - PROGRESS: at 92.07% examples, 256357 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:26,544 : INFO : EPOCH 5 - PROGRESS: at 92.45% examples, 256304 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:27,557 : INFO : EPOCH 5 - PROGRESS: at 92.86% examples, 256293 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:28,606 : INFO : EPOCH 5 - PROGRESS: at 93.28% examples, 256254 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:29,624 : INFO : EPOCH 5 - PROGRESS: at 93.70% examples, 256264 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:30,632 : INFO : EPOCH 5 - PROGRESS: at 94.18% examples, 256288 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:31,646 : INFO : EPOCH 5 - PROGRESS: at 94.58% examples, 256267 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:32,665 : INFO : EPOCH 5 - PROGRESS: at 95.10% examples, 256255 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:33,666 : INFO : EPOCH 5 - PROGRESS: at 95.45% examples, 256279 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:34,687 : INFO : EPOCH 5 - PROGRESS: at 95.74% examples, 256244 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:35,688 : INFO : EPOCH 5 - PROGRESS: at 96.16% examples, 256233 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:36,755 : INFO : EPOCH 5 - PROGRESS: at 96.59% examples, 256187 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:37,762 : INFO : EPOCH 5 - PROGRESS: at 96.99% examples, 256188 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:38,803 : INFO : EPOCH 5 - PROGRESS: at 97.59% examples, 256194 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:39,804 : INFO : EPOCH 5 - PROGRESS: at 98.03% examples, 256192 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:40,805 : INFO : EPOCH 5 - PROGRESS: at 98.47% examples, 256181 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:41,808 : INFO : EPOCH 5 - PROGRESS: at 98.89% examples, 256185 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:42,837 : INFO : EPOCH 5 - PROGRESS: at 99.35% examples, 256143 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:43,887 : INFO : EPOCH 5 - PROGRESS: at 99.85% examples, 256129 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:44,127 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 05:41:44,132 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 05:41:44,146 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 05:41:44,182 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 05:41:44,183 : INFO : EPOCH - 5 : training on 85855864 raw words (59160679 effective words) took 231.0s, 256147 effective words/s
2020-08-16 05:41:45,192 : INFO : EPOCH 6 - PROGRESS: at 0.61% examples, 241477 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:46,206 : INFO : EPOCH 6 - PROGRESS: at 1.06% examples, 249629 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:47,216 : INFO : EPOCH 6 - PROGRESS: at 1.36% examples, 251778 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:48,218 : INFO : EPOCH 6 - PROGRESS: at 1.72% examples, 252492 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:49,259 : INFO : EPOCH 6 - PROGRESS: at 2.10% examples, 251315 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:50,261 : INFO : EPOCH 6 - PROGRESS: at 2.49% examples, 251470 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:51,263 : INFO : EPOCH 6 - PROGRESS: at 2.82% examples, 253123 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:52,303 : INFO : EPOCH 6 - PROGRESS: at 3.31% examples, 253163 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:53,306 : INFO : EPOCH 6 - PROGRESS: at 3.67% examples, 252978 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:54,306 : INFO : EPOCH 6 - PROGRESS: at 4.09% examples, 254076 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:55,308 : INFO : EPOCH 6 - PROGRESS: at 4.56% examples, 253818 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:56,318 : INFO : EPOCH 6 - PROGRESS: at 5.07% examples, 253528 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:57,327 : INFO : EPOCH 6 - PROGRESS: at 5.55% examples, 253382 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:58,347 : INFO : EPOCH 6 - PROGRESS: at 5.97% examples, 253853 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:41:59,348 : INFO : EPOCH 6 - PROGRESS: at 6.29% examples, 253434 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:00,385 : INFO : EPOCH 6 - PROGRESS: at 6.95% examples, 253705 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:01,434 : INFO : EPOCH 6 - PROGRESS: at 7.76% examples, 253765 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:02,487 : INFO : EPOCH 6 - PROGRESS: at 8.15% examples, 253674 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:03,505 : INFO : EPOCH 6 - PROGRESS: at 8.58% examples, 253680 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:04,510 : INFO : EPOCH 6 - PROGRESS: at 8.95% examples, 253979 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:05,513 : INFO : EPOCH 6 - PROGRESS: at 9.28% examples, 254027 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:06,563 : INFO : EPOCH 6 - PROGRESS: at 9.80% examples, 253895 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:07,581 : INFO : EPOCH 6 - PROGRESS: at 10.39% examples, 254114 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:08,654 : INFO : EPOCH 6 - PROGRESS: at 10.81% examples, 253718 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:09,672 : INFO : EPOCH 6 - PROGRESS: at 11.14% examples, 253936 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:10,705 : INFO : EPOCH 6 - PROGRESS: at 11.71% examples, 254110 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:11,727 : INFO : EPOCH 6 - PROGRESS: at 12.24% examples, 254297 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:12,737 : INFO : EPOCH 6 - PROGRESS: at 12.69% examples, 254316 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:13,741 : INFO : EPOCH 6 - PROGRESS: at 12.87% examples, 254860 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:14,763 : INFO : EPOCH 6 - PROGRESS: at 13.23% examples, 255315 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:15,791 : INFO : EPOCH 6 - PROGRESS: at 13.74% examples, 255273 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:16,799 : INFO : EPOCH 6 - PROGRESS: at 14.20% examples, 255228 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:17,820 : INFO : EPOCH 6 - PROGRESS: at 14.99% examples, 255334 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:18,824 : INFO : EPOCH 6 - PROGRESS: at 17.39% examples, 257144 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:19,848 : INFO : EPOCH 6 - PROGRESS: at 18.24% examples, 257254 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:20,861 : INFO : EPOCH 6 - PROGRESS: at 18.75% examples, 257116 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:21,863 : INFO : EPOCH 6 - PROGRESS: at 19.42% examples, 257493 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:22,885 : INFO : EPOCH 6 - PROGRESS: at 20.05% examples, 257789 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:23,927 : INFO : EPOCH 6 - PROGRESS: at 20.48% examples, 257806 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:24,935 : INFO : EPOCH 6 - PROGRESS: at 20.84% examples, 257807 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:25,952 : INFO : EPOCH 6 - PROGRESS: at 21.20% examples, 257662 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:27,025 : INFO : EPOCH 6 - PROGRESS: at 21.66% examples, 257455 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:28,035 : INFO : EPOCH 6 - PROGRESS: at 22.03% examples, 257371 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:29,083 : INFO : EPOCH 6 - PROGRESS: at 22.35% examples, 257394 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:30,088 : INFO : EPOCH 6 - PROGRESS: at 23.03% examples, 257541 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:31,127 : INFO : EPOCH 6 - PROGRESS: at 23.53% examples, 257250 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:32,139 : INFO : EPOCH 6 - PROGRESS: at 23.89% examples, 257317 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:33,196 : INFO : EPOCH 6 - PROGRESS: at 24.39% examples, 257239 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:34,214 : INFO : EPOCH 6 - PROGRESS: at 24.84% examples, 257248 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:35,220 : INFO : EPOCH 6 - PROGRESS: at 25.34% examples, 257153 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:36,240 : INFO : EPOCH 6 - PROGRESS: at 25.92% examples, 257078 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:37,247 : INFO : EPOCH 6 - PROGRESS: at 26.33% examples, 257003 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:38,269 : INFO : EPOCH 6 - PROGRESS: at 26.97% examples, 256976 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:39,274 : INFO : EPOCH 6 - PROGRESS: at 27.41% examples, 256940 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:40,298 : INFO : EPOCH 6 - PROGRESS: at 27.79% examples, 256901 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:41,313 : INFO : EPOCH 6 - PROGRESS: at 28.09% examples, 256983 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:42,317 : INFO : EPOCH 6 - PROGRESS: at 28.59% examples, 256987 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:43,320 : INFO : EPOCH 6 - PROGRESS: at 29.15% examples, 257014 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:44,336 : INFO : EPOCH 6 - PROGRESS: at 29.58% examples, 256879 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:45,370 : INFO : EPOCH 6 - PROGRESS: at 30.26% examples, 256872 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:46,371 : INFO : EPOCH 6 - PROGRESS: at 30.58% examples, 256823 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:47,411 : INFO : EPOCH 6 - PROGRESS: at 31.02% examples, 256734 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:48,418 : INFO : EPOCH 6 - PROGRESS: at 31.61% examples, 256741 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:49,419 : INFO : EPOCH 6 - PROGRESS: at 32.01% examples, 256665 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:50,460 : INFO : EPOCH 6 - PROGRESS: at 32.56% examples, 256615 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:51,482 : INFO : EPOCH 6 - PROGRESS: at 33.24% examples, 256661 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:52,508 : INFO : EPOCH 6 - PROGRESS: at 33.80% examples, 256633 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:53,519 : INFO : EPOCH 6 - PROGRESS: at 34.25% examples, 256785 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:54,528 : INFO : EPOCH 6 - PROGRESS: at 34.66% examples, 256869 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:55,537 : INFO : EPOCH 6 - PROGRESS: at 35.10% examples, 256793 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:56,549 : INFO : EPOCH 6 - PROGRESS: at 35.53% examples, 256676 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:57,561 : INFO : EPOCH 6 - PROGRESS: at 36.00% examples, 256718 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:58,589 : INFO : EPOCH 6 - PROGRESS: at 36.36% examples, 256688 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:42:59,604 : INFO : EPOCH 6 - PROGRESS: at 36.91% examples, 256765 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:00,616 : INFO : EPOCH 6 - PROGRESS: at 37.45% examples, 256768 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:01,646 : INFO : EPOCH 6 - PROGRESS: at 37.92% examples, 256728 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:02,652 : INFO : EPOCH 6 - PROGRESS: at 38.34% examples, 256778 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:03,655 : INFO : EPOCH 6 - PROGRESS: at 38.73% examples, 256696 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:04,668 : INFO : EPOCH 6 - PROGRESS: at 39.24% examples, 256722 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:05,674 : INFO : EPOCH 6 - PROGRESS: at 39.81% examples, 256897 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:06,713 : INFO : EPOCH 6 - PROGRESS: at 40.33% examples, 256842 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:07,713 : INFO : EPOCH 6 - PROGRESS: at 40.77% examples, 256845 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:08,717 : INFO : EPOCH 6 - PROGRESS: at 41.26% examples, 256728 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:09,732 : INFO : EPOCH 6 - PROGRESS: at 41.69% examples, 256656 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:10,752 : INFO : EPOCH 6 - PROGRESS: at 42.12% examples, 256663 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:11,769 : INFO : EPOCH 6 - PROGRESS: at 42.73% examples, 256632 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:12,819 : INFO : EPOCH 6 - PROGRESS: at 43.23% examples, 256578 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:13,836 : INFO : EPOCH 6 - PROGRESS: at 43.84% examples, 256591 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:14,848 : INFO : EPOCH 6 - PROGRESS: at 44.46% examples, 256578 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:15,851 : INFO : EPOCH 6 - PROGRESS: at 44.84% examples, 256673 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:16,879 : INFO : EPOCH 6 - PROGRESS: at 45.37% examples, 256519 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:17,913 : INFO : EPOCH 6 - PROGRESS: at 45.75% examples, 256512 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:18,922 : INFO : EPOCH 6 - PROGRESS: at 46.19% examples, 256524 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:19,925 : INFO : EPOCH 6 - PROGRESS: at 46.67% examples, 256491 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:20,955 : INFO : EPOCH 6 - PROGRESS: at 47.22% examples, 256515 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:21,994 : INFO : EPOCH 6 - PROGRESS: at 47.87% examples, 256478 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:23,004 : INFO : EPOCH 6 - PROGRESS: at 48.38% examples, 256473 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:24,020 : INFO : EPOCH 6 - PROGRESS: at 48.84% examples, 256452 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:25,039 : INFO : EPOCH 6 - PROGRESS: at 49.24% examples, 256424 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:26,041 : INFO : EPOCH 6 - PROGRESS: at 49.71% examples, 256478 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:27,068 : INFO : EPOCH 6 - PROGRESS: at 50.17% examples, 256406 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:28,134 : INFO : EPOCH 6 - PROGRESS: at 50.66% examples, 256380 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:29,177 : INFO : EPOCH 6 - PROGRESS: at 51.16% examples, 256371 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:30,201 : INFO : EPOCH 6 - PROGRESS: at 51.70% examples, 256302 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:31,236 : INFO : EPOCH 6 - PROGRESS: at 52.19% examples, 256322 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:32,239 : INFO : EPOCH 6 - PROGRESS: at 52.94% examples, 256463 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:33,259 : INFO : EPOCH 6 - PROGRESS: at 53.63% examples, 256627 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:34,269 : INFO : EPOCH 6 - PROGRESS: at 54.27% examples, 256817 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:35,278 : INFO : EPOCH 6 - PROGRESS: at 54.92% examples, 256978 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:36,300 : INFO : EPOCH 6 - PROGRESS: at 55.28% examples, 256943 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:37,310 : INFO : EPOCH 6 - PROGRESS: at 55.90% examples, 256922 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:38,355 : INFO : EPOCH 6 - PROGRESS: at 56.34% examples, 256862 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:39,375 : INFO : EPOCH 6 - PROGRESS: at 56.78% examples, 256744 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:40,392 : INFO : EPOCH 6 - PROGRESS: at 57.13% examples, 256671 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:41,401 : INFO : EPOCH 6 - PROGRESS: at 57.49% examples, 256615 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:42,409 : INFO : EPOCH 6 - PROGRESS: at 57.84% examples, 256449 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:43,441 : INFO : EPOCH 6 - PROGRESS: at 58.19% examples, 255997 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:44,507 : INFO : EPOCH 6 - PROGRESS: at 58.55% examples, 255650 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:45,507 : INFO : EPOCH 6 - PROGRESS: at 58.93% examples, 255717 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:46,534 : INFO : EPOCH 6 - PROGRESS: at 59.32% examples, 255649 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:47,546 : INFO : EPOCH 6 - PROGRESS: at 59.91% examples, 255648 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:48,587 : INFO : EPOCH 6 - PROGRESS: at 60.19% examples, 255606 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:49,593 : INFO : EPOCH 6 - PROGRESS: at 60.57% examples, 255636 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:50,601 : INFO : EPOCH 6 - PROGRESS: at 60.86% examples, 255633 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:51,660 : INFO : EPOCH 6 - PROGRESS: at 61.18% examples, 255519 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:52,678 : INFO : EPOCH 6 - PROGRESS: at 61.47% examples, 255553 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:53,708 : INFO : EPOCH 6 - PROGRESS: at 61.82% examples, 255536 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:54,755 : INFO : EPOCH 6 - PROGRESS: at 62.42% examples, 255671 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:55,790 : INFO : EPOCH 6 - PROGRESS: at 63.07% examples, 255920 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:56,817 : INFO : EPOCH 6 - PROGRESS: at 63.73% examples, 256179 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:57,889 : INFO : EPOCH 6 - PROGRESS: at 64.24% examples, 256159 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:58,892 : INFO : EPOCH 6 - PROGRESS: at 64.59% examples, 256235 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:43:59,924 : INFO : EPOCH 6 - PROGRESS: at 64.84% examples, 256212 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:00,958 : INFO : EPOCH 6 - PROGRESS: at 65.17% examples, 256273 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:01,969 : INFO : EPOCH 6 - PROGRESS: at 65.59% examples, 256285 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:02,982 : INFO : EPOCH 6 - PROGRESS: at 66.02% examples, 256277 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:04,032 : INFO : EPOCH 6 - PROGRESS: at 66.56% examples, 256303 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:05,039 : INFO : EPOCH 6 - PROGRESS: at 67.26% examples, 256556 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:06,040 : INFO : EPOCH 6 - PROGRESS: at 67.65% examples, 256583 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:07,045 : INFO : EPOCH 6 - PROGRESS: at 68.00% examples, 256554 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:08,091 : INFO : EPOCH 6 - PROGRESS: at 68.16% examples, 256644 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:09,099 : INFO : EPOCH 6 - PROGRESS: at 68.38% examples, 256729 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:10,113 : INFO : EPOCH 6 - PROGRESS: at 68.70% examples, 256733 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:11,117 : INFO : EPOCH 6 - PROGRESS: at 69.12% examples, 256734 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:12,122 : INFO : EPOCH 6 - PROGRESS: at 69.45% examples, 256681 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:13,142 : INFO : EPOCH 6 - PROGRESS: at 69.80% examples, 256642 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:14,171 : INFO : EPOCH 6 - PROGRESS: at 70.08% examples, 256627 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:15,179 : INFO : EPOCH 6 - PROGRESS: at 70.39% examples, 256609 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:16,186 : INFO : EPOCH 6 - PROGRESS: at 70.73% examples, 256622 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:17,192 : INFO : EPOCH 6 - PROGRESS: at 71.04% examples, 256617 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:18,231 : INFO : EPOCH 6 - PROGRESS: at 71.51% examples, 256565 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:19,257 : INFO : EPOCH 6 - PROGRESS: at 71.78% examples, 256570 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:20,273 : INFO : EPOCH 6 - PROGRESS: at 72.01% examples, 256530 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:21,323 : INFO : EPOCH 6 - PROGRESS: at 72.27% examples, 256500 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:22,357 : INFO : EPOCH 6 - PROGRESS: at 72.51% examples, 256467 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:23,394 : INFO : EPOCH 6 - PROGRESS: at 72.74% examples, 256442 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:24,473 : INFO : EPOCH 6 - PROGRESS: at 72.94% examples, 256413 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:25,478 : INFO : EPOCH 6 - PROGRESS: at 73.21% examples, 256453 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:26,518 : INFO : EPOCH 6 - PROGRESS: at 73.46% examples, 256407 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:27,524 : INFO : EPOCH 6 - PROGRESS: at 73.69% examples, 256411 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:28,537 : INFO : EPOCH 6 - PROGRESS: at 73.93% examples, 256385 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:29,544 : INFO : EPOCH 6 - PROGRESS: at 74.16% examples, 256363 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:30,558 : INFO : EPOCH 6 - PROGRESS: at 74.41% examples, 256365 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:31,584 : INFO : EPOCH 6 - PROGRESS: at 74.65% examples, 256323 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:32,586 : INFO : EPOCH 6 - PROGRESS: at 74.84% examples, 256358 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:33,641 : INFO : EPOCH 6 - PROGRESS: at 75.12% examples, 256340 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:34,650 : INFO : EPOCH 6 - PROGRESS: at 75.57% examples, 256343 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:35,662 : INFO : EPOCH 6 - PROGRESS: at 75.96% examples, 256349 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:36,688 : INFO : EPOCH 6 - PROGRESS: at 76.21% examples, 256355 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:37,691 : INFO : EPOCH 6 - PROGRESS: at 76.66% examples, 256367 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:38,746 : INFO : EPOCH 6 - PROGRESS: at 77.13% examples, 256335 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:39,750 : INFO : EPOCH 6 - PROGRESS: at 77.60% examples, 256326 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:40,751 : INFO : EPOCH 6 - PROGRESS: at 77.94% examples, 256342 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:41,757 : INFO : EPOCH 6 - PROGRESS: at 78.27% examples, 256308 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:42,760 : INFO : EPOCH 6 - PROGRESS: at 78.63% examples, 256300 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:43,769 : INFO : EPOCH 6 - PROGRESS: at 79.00% examples, 256296 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:44,802 : INFO : EPOCH 6 - PROGRESS: at 79.46% examples, 256357 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:45,840 : INFO : EPOCH 6 - PROGRESS: at 79.82% examples, 256360 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:46,847 : INFO : EPOCH 6 - PROGRESS: at 80.20% examples, 256359 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:47,855 : INFO : EPOCH 6 - PROGRESS: at 80.67% examples, 256420 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:48,875 : INFO : EPOCH 6 - PROGRESS: at 81.06% examples, 256402 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:49,900 : INFO : EPOCH 6 - PROGRESS: at 81.42% examples, 256417 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:50,925 : INFO : EPOCH 6 - PROGRESS: at 81.86% examples, 256412 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:51,973 : INFO : EPOCH 6 - PROGRESS: at 82.30% examples, 256430 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:52,976 : INFO : EPOCH 6 - PROGRESS: at 82.73% examples, 256448 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:53,978 : INFO : EPOCH 6 - PROGRESS: at 83.08% examples, 256446 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:54,980 : INFO : EPOCH 6 - PROGRESS: at 83.43% examples, 256436 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:56,016 : INFO : EPOCH 6 - PROGRESS: at 83.83% examples, 256433 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:57,040 : INFO : EPOCH 6 - PROGRESS: at 84.19% examples, 256439 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:58,042 : INFO : EPOCH 6 - PROGRESS: at 84.57% examples, 256476 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:44:59,075 : INFO : EPOCH 6 - PROGRESS: at 85.12% examples, 256481 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:00,086 : INFO : EPOCH 6 - PROGRESS: at 85.58% examples, 256498 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:01,128 : INFO : EPOCH 6 - PROGRESS: at 85.92% examples, 256406 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:02,129 : INFO : EPOCH 6 - PROGRESS: at 86.36% examples, 256456 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:03,136 : INFO : EPOCH 6 - PROGRESS: at 86.57% examples, 256379 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:04,149 : INFO : EPOCH 6 - PROGRESS: at 86.93% examples, 256396 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:05,155 : INFO : EPOCH 6 - PROGRESS: at 87.42% examples, 256392 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:06,161 : INFO : EPOCH 6 - PROGRESS: at 87.86% examples, 256377 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:07,163 : INFO : EPOCH 6 - PROGRESS: at 88.27% examples, 256377 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:08,178 : INFO : EPOCH 6 - PROGRESS: at 88.88% examples, 256393 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:09,179 : INFO : EPOCH 6 - PROGRESS: at 89.15% examples, 256493 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:10,193 : INFO : EPOCH 6 - PROGRESS: at 89.36% examples, 256573 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:11,202 : INFO : EPOCH 6 - PROGRESS: at 89.79% examples, 256570 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:12,213 : INFO : EPOCH 6 - PROGRESS: at 90.12% examples, 256574 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:13,240 : INFO : EPOCH 6 - PROGRESS: at 90.72% examples, 256561 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:14,274 : INFO : EPOCH 6 - PROGRESS: at 91.10% examples, 256555 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:15,289 : INFO : EPOCH 6 - PROGRESS: at 91.56% examples, 256528 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:16,326 : INFO : EPOCH 6 - PROGRESS: at 92.06% examples, 256525 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:17,361 : INFO : EPOCH 6 - PROGRESS: at 92.45% examples, 256492 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:18,372 : INFO : EPOCH 6 - PROGRESS: at 92.86% examples, 256484 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:19,417 : INFO : EPOCH 6 - PROGRESS: at 93.28% examples, 256451 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:20,439 : INFO : EPOCH 6 - PROGRESS: at 93.70% examples, 256453 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:21,445 : INFO : EPOCH 6 - PROGRESS: at 94.18% examples, 256479 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:22,461 : INFO : EPOCH 6 - PROGRESS: at 94.59% examples, 256456 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:23,475 : INFO : EPOCH 6 - PROGRESS: at 95.10% examples, 256449 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:24,476 : INFO : EPOCH 6 - PROGRESS: at 95.45% examples, 256472 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:25,495 : INFO : EPOCH 6 - PROGRESS: at 95.74% examples, 256437 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:26,497 : INFO : EPOCH 6 - PROGRESS: at 96.16% examples, 256425 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:27,561 : INFO : EPOCH 6 - PROGRESS: at 96.59% examples, 256381 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:28,570 : INFO : EPOCH 6 - PROGRESS: at 96.99% examples, 256377 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:29,606 : INFO : EPOCH 6 - PROGRESS: at 97.59% examples, 256387 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:30,610 : INFO : EPOCH 6 - PROGRESS: at 98.03% examples, 256381 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:31,616 : INFO : EPOCH 6 - PROGRESS: at 98.47% examples, 256364 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:32,618 : INFO : EPOCH 6 - PROGRESS: at 98.89% examples, 256367 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:33,631 : INFO : EPOCH 6 - PROGRESS: at 99.35% examples, 256342 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:34,697 : INFO : EPOCH 6 - PROGRESS: at 99.85% examples, 256311 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:34,932 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 05:45:34,935 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 05:45:34,947 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 05:45:34,989 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 05:45:34,990 : INFO : EPOCH - 6 : training on 85855864 raw words (59161713 effective words) took 230.8s, 256331 effective words/s
2020-08-16 05:45:36,001 : INFO : EPOCH 7 - PROGRESS: at 0.61% examples, 240622 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:37,019 : INFO : EPOCH 7 - PROGRESS: at 1.06% examples, 249064 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:38,035 : INFO : EPOCH 7 - PROGRESS: at 1.36% examples, 250848 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:39,089 : INFO : EPOCH 7 - PROGRESS: at 1.72% examples, 249883 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:40,098 : INFO : EPOCH 7 - PROGRESS: at 2.11% examples, 251194 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:41,105 : INFO : EPOCH 7 - PROGRESS: at 2.51% examples, 252093 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:42,119 : INFO : EPOCH 7 - PROGRESS: at 2.83% examples, 252421 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:43,153 : INFO : EPOCH 7 - PROGRESS: at 3.32% examples, 252657 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:44,155 : INFO : EPOCH 7 - PROGRESS: at 3.69% examples, 252503 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:45,208 : INFO : EPOCH 7 - PROGRESS: at 4.10% examples, 252352 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:46,218 : INFO : EPOCH 7 - PROGRESS: at 4.58% examples, 253052 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:47,240 : INFO : EPOCH 7 - PROGRESS: at 5.11% examples, 252735 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:48,267 : INFO : EPOCH 7 - PROGRESS: at 5.60% examples, 252883 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:49,285 : INFO : EPOCH 7 - PROGRESS: at 6.00% examples, 253215 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:50,303 : INFO : EPOCH 7 - PROGRESS: at 6.33% examples, 252936 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:51,304 : INFO : EPOCH 7 - PROGRESS: at 7.06% examples, 253506 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:52,318 : INFO : EPOCH 7 - PROGRESS: at 7.78% examples, 253441 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:53,334 : INFO : EPOCH 7 - PROGRESS: at 8.15% examples, 253124 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:54,355 : INFO : EPOCH 7 - PROGRESS: at 8.58% examples, 253086 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:55,365 : INFO : EPOCH 7 - PROGRESS: at 8.95% examples, 253375 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:56,373 : INFO : EPOCH 7 - PROGRESS: at 9.28% examples, 253396 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:57,416 : INFO : EPOCH 7 - PROGRESS: at 9.81% examples, 253376 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:58,438 : INFO : EPOCH 7 - PROGRESS: at 10.39% examples, 253560 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:45:59,501 : INFO : EPOCH 7 - PROGRESS: at 10.81% examples, 253306 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:00,503 : INFO : EPOCH 7 - PROGRESS: at 11.13% examples, 253416 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:01,506 : INFO : EPOCH 7 - PROGRESS: at 11.69% examples, 253907 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:02,538 : INFO : EPOCH 7 - PROGRESS: at 12.23% examples, 253750 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:03,581 : INFO : EPOCH 7 - PROGRESS: at 12.68% examples, 253754 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:04,602 : INFO : EPOCH 7 - PROGRESS: at 12.87% examples, 254456 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:05,626 : INFO : EPOCH 7 - PROGRESS: at 13.23% examples, 254851 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:06,629 : INFO : EPOCH 7 - PROGRESS: at 13.73% examples, 254800 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:07,662 : INFO : EPOCH 7 - PROGRESS: at 14.20% examples, 254790 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:08,683 : INFO : EPOCH 7 - PROGRESS: at 14.99% examples, 254904 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:09,691 : INFO : EPOCH 7 - PROGRESS: at 17.30% examples, 256437 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:10,726 : INFO : EPOCH 7 - PROGRESS: at 18.24% examples, 256732 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:11,767 : INFO : EPOCH 7 - PROGRESS: at 18.77% examples, 256618 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:12,772 : INFO : EPOCH 7 - PROGRESS: at 19.46% examples, 257162 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:13,786 : INFO : EPOCH 7 - PROGRESS: at 20.07% examples, 257520 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:14,813 : INFO : EPOCH 7 - PROGRESS: at 20.48% examples, 257292 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:15,829 : INFO : EPOCH 7 - PROGRESS: at 20.84% examples, 257258 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:16,843 : INFO : EPOCH 7 - PROGRESS: at 21.20% examples, 257138 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:17,908 : INFO : EPOCH 7 - PROGRESS: at 21.66% examples, 256991 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:18,914 : INFO : EPOCH 7 - PROGRESS: at 22.03% examples, 256932 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:19,971 : INFO : EPOCH 7 - PROGRESS: at 22.35% examples, 256915 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:21,030 : INFO : EPOCH 7 - PROGRESS: at 23.04% examples, 256905 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:22,036 : INFO : EPOCH 7 - PROGRESS: at 23.55% examples, 256960 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:23,046 : INFO : EPOCH 7 - PROGRESS: at 23.90% examples, 256896 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:24,070 : INFO : EPOCH 7 - PROGRESS: at 24.39% examples, 256868 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:25,089 : INFO : EPOCH 7 - PROGRESS: at 24.84% examples, 256878 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:26,093 : INFO : EPOCH 7 - PROGRESS: at 25.32% examples, 256673 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:27,139 : INFO : EPOCH 7 - PROGRESS: at 25.92% examples, 256608 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:28,153 : INFO : EPOCH 7 - PROGRESS: at 26.33% examples, 256513 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:29,168 : INFO : EPOCH 7 - PROGRESS: at 26.97% examples, 256527 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:30,189 : INFO : EPOCH 7 - PROGRESS: at 27.41% examples, 256422 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:31,192 : INFO : EPOCH 7 - PROGRESS: at 27.78% examples, 256345 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:32,230 : INFO : EPOCH 7 - PROGRESS: at 28.09% examples, 256471 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:33,230 : INFO : EPOCH 7 - PROGRESS: at 28.60% examples, 256623 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:34,283 : INFO : EPOCH 7 - PROGRESS: at 29.16% examples, 256436 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:35,283 : INFO : EPOCH 7 - PROGRESS: at 29.63% examples, 256498 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:36,286 : INFO : EPOCH 7 - PROGRESS: at 30.26% examples, 256414 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:37,297 : INFO : EPOCH 7 - PROGRESS: at 30.58% examples, 256328 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:38,346 : INFO : EPOCH 7 - PROGRESS: at 31.02% examples, 256209 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:39,386 : INFO : EPOCH 7 - PROGRESS: at 31.62% examples, 256189 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:40,387 : INFO : EPOCH 7 - PROGRESS: at 32.04% examples, 256233 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:41,404 : INFO : EPOCH 7 - PROGRESS: at 32.56% examples, 256078 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:42,439 : INFO : EPOCH 7 - PROGRESS: at 33.24% examples, 256089 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:43,448 : INFO : EPOCH 7 - PROGRESS: at 33.80% examples, 256132 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:44,463 : INFO : EPOCH 7 - PROGRESS: at 34.25% examples, 256278 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:45,477 : INFO : EPOCH 7 - PROGRESS: at 34.66% examples, 256358 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:46,485 : INFO : EPOCH 7 - PROGRESS: at 35.10% examples, 256289 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:47,496 : INFO : EPOCH 7 - PROGRESS: at 35.53% examples, 256186 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:48,516 : INFO : EPOCH 7 - PROGRESS: at 36.00% examples, 256207 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:49,549 : INFO : EPOCH 7 - PROGRESS: at 36.36% examples, 256169 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:50,552 : INFO : EPOCH 7 - PROGRESS: at 36.91% examples, 256295 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:51,565 : INFO : EPOCH 7 - PROGRESS: at 37.44% examples, 256210 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:52,617 : INFO : EPOCH 7 - PROGRESS: at 37.92% examples, 256190 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:53,637 : INFO : EPOCH 7 - PROGRESS: at 38.35% examples, 256283 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:54,642 : INFO : EPOCH 7 - PROGRESS: at 38.73% examples, 256114 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:55,657 : INFO : EPOCH 7 - PROGRESS: at 39.25% examples, 256222 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:56,699 : INFO : EPOCH 7 - PROGRESS: at 39.82% examples, 256298 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:57,744 : INFO : EPOCH 7 - PROGRESS: at 40.35% examples, 256237 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:58,756 : INFO : EPOCH 7 - PROGRESS: at 40.77% examples, 256128 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:46:59,756 : INFO : EPOCH 7 - PROGRESS: at 41.26% examples, 256033 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:00,775 : INFO : EPOCH 7 - PROGRESS: at 41.68% examples, 255880 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:01,798 : INFO : EPOCH 7 - PROGRESS: at 42.08% examples, 255735 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:02,861 : INFO : EPOCH 7 - PROGRESS: at 42.51% examples, 255254 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:03,868 : INFO : EPOCH 7 - PROGRESS: at 43.08% examples, 254938 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:04,870 : INFO : EPOCH 7 - PROGRESS: at 43.54% examples, 254613 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:05,888 : INFO : EPOCH 7 - PROGRESS: at 44.20% examples, 254616 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:06,931 : INFO : EPOCH 7 - PROGRESS: at 44.74% examples, 254557 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:07,964 : INFO : EPOCH 7 - PROGRESS: at 45.15% examples, 254577 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:08,992 : INFO : EPOCH 7 - PROGRESS: at 45.57% examples, 254585 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:09,999 : INFO : EPOCH 7 - PROGRESS: at 45.98% examples, 254605 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:11,022 : INFO : EPOCH 7 - PROGRESS: at 46.44% examples, 254593 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:12,064 : INFO : EPOCH 7 - PROGRESS: at 47.04% examples, 254580 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:13,128 : INFO : EPOCH 7 - PROGRESS: at 47.63% examples, 254547 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:14,150 : INFO : EPOCH 7 - PROGRESS: at 48.20% examples, 254567 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:15,196 : INFO : EPOCH 7 - PROGRESS: at 48.69% examples, 254561 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:16,207 : INFO : EPOCH 7 - PROGRESS: at 49.09% examples, 254653 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:17,252 : INFO : EPOCH 7 - PROGRESS: at 49.56% examples, 254527 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:18,306 : INFO : EPOCH 7 - PROGRESS: at 50.00% examples, 254562 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:19,307 : INFO : EPOCH 7 - PROGRESS: at 50.48% examples, 254700 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:20,337 : INFO : EPOCH 7 - PROGRESS: at 50.98% examples, 254597 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:21,343 : INFO : EPOCH 7 - PROGRESS: at 51.49% examples, 254591 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:22,353 : INFO : EPOCH 7 - PROGRESS: at 51.95% examples, 254592 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:23,367 : INFO : EPOCH 7 - PROGRESS: at 52.59% examples, 254589 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:24,412 : INFO : EPOCH 7 - PROGRESS: at 53.36% examples, 254781 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:25,458 : INFO : EPOCH 7 - PROGRESS: at 54.04% examples, 254964 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:26,507 : INFO : EPOCH 7 - PROGRESS: at 54.74% examples, 255142 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:27,518 : INFO : EPOCH 7 - PROGRESS: at 55.15% examples, 255264 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:28,565 : INFO : EPOCH 7 - PROGRESS: at 55.60% examples, 255189 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:29,571 : INFO : EPOCH 7 - PROGRESS: at 56.20% examples, 255229 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:30,577 : INFO : EPOCH 7 - PROGRESS: at 56.69% examples, 255212 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:31,580 : INFO : EPOCH 7 - PROGRESS: at 57.01% examples, 255184 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:32,599 : INFO : EPOCH 7 - PROGRESS: at 57.40% examples, 255219 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:33,610 : INFO : EPOCH 7 - PROGRESS: at 57.75% examples, 255184 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:34,616 : INFO : EPOCH 7 - PROGRESS: at 58.19% examples, 255217 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:35,654 : INFO : EPOCH 7 - PROGRESS: at 58.57% examples, 255158 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:36,656 : INFO : EPOCH 7 - PROGRESS: at 58.97% examples, 255179 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:37,692 : INFO : EPOCH 7 - PROGRESS: at 59.36% examples, 255120 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:38,712 : INFO : EPOCH 7 - PROGRESS: at 59.97% examples, 255140 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:39,745 : INFO : EPOCH 7 - PROGRESS: at 60.21% examples, 255079 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:40,761 : INFO : EPOCH 7 - PROGRESS: at 60.59% examples, 255076 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:41,770 : INFO : EPOCH 7 - PROGRESS: at 60.87% examples, 255019 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:42,865 : INFO : EPOCH 7 - PROGRESS: at 61.20% examples, 254965 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:43,887 : INFO : EPOCH 7 - PROGRESS: at 61.53% examples, 255042 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:44,906 : INFO : EPOCH 7 - PROGRESS: at 61.87% examples, 255038 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:45,943 : INFO : EPOCH 7 - PROGRESS: at 62.49% examples, 255166 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:46,977 : INFO : EPOCH 7 - PROGRESS: at 63.14% examples, 255416 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:47,997 : INFO : EPOCH 7 - PROGRESS: at 63.77% examples, 255662 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:48,997 : INFO : EPOCH 7 - PROGRESS: at 64.25% examples, 255693 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:50,045 : INFO : EPOCH 7 - PROGRESS: at 64.59% examples, 255631 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:51,075 : INFO : EPOCH 7 - PROGRESS: at 64.86% examples, 255707 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:52,099 : INFO : EPOCH 7 - PROGRESS: at 65.19% examples, 255704 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:53,137 : INFO : EPOCH 7 - PROGRESS: at 65.60% examples, 255668 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:54,150 : INFO : EPOCH 7 - PROGRESS: at 66.04% examples, 255725 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:55,150 : INFO : EPOCH 7 - PROGRESS: at 66.59% examples, 255821 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:56,170 : INFO : EPOCH 7 - PROGRESS: at 67.28% examples, 256079 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:57,175 : INFO : EPOCH 7 - PROGRESS: at 67.67% examples, 256049 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:58,181 : INFO : EPOCH 7 - PROGRESS: at 68.01% examples, 256023 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:47:59,211 : INFO : EPOCH 7 - PROGRESS: at 68.16% examples, 256097 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:00,218 : INFO : EPOCH 7 - PROGRESS: at 68.38% examples, 256186 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:01,242 : INFO : EPOCH 7 - PROGRESS: at 68.70% examples, 256180 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:02,256 : INFO : EPOCH 7 - PROGRESS: at 69.12% examples, 256167 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:03,263 : INFO : EPOCH 7 - PROGRESS: at 69.45% examples, 256117 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:04,290 : INFO : EPOCH 7 - PROGRESS: at 69.81% examples, 256115 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:05,356 : INFO : EPOCH 7 - PROGRESS: at 70.09% examples, 256042 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:06,375 : INFO : EPOCH 7 - PROGRESS: at 70.41% examples, 256069 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:07,376 : INFO : EPOCH 7 - PROGRESS: at 70.74% examples, 256041 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:08,396 : INFO : EPOCH 7 - PROGRESS: at 71.06% examples, 256060 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:09,428 : INFO : EPOCH 7 - PROGRESS: at 71.55% examples, 256068 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:10,449 : INFO : EPOCH 7 - PROGRESS: at 71.79% examples, 256000 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:11,462 : INFO : EPOCH 7 - PROGRESS: at 72.03% examples, 256013 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:12,478 : INFO : EPOCH 7 - PROGRESS: at 72.27% examples, 255956 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:13,489 : INFO : EPOCH 7 - PROGRESS: at 72.51% examples, 255964 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:14,549 : INFO : EPOCH 7 - PROGRESS: at 72.74% examples, 255904 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:15,616 : INFO : EPOCH 7 - PROGRESS: at 72.94% examples, 255899 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:16,627 : INFO : EPOCH 7 - PROGRESS: at 73.21% examples, 255890 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:17,641 : INFO : EPOCH 7 - PROGRESS: at 73.45% examples, 255894 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:18,651 : INFO : EPOCH 7 - PROGRESS: at 73.69% examples, 255885 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:19,668 : INFO : EPOCH 7 - PROGRESS: at 73.93% examples, 255857 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:20,694 : INFO : EPOCH 7 - PROGRESS: at 74.16% examples, 255849 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:21,716 : INFO : EPOCH 7 - PROGRESS: at 74.41% examples, 255840 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:22,733 : INFO : EPOCH 7 - PROGRESS: at 74.65% examples, 255814 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:23,746 : INFO : EPOCH 7 - PROGRESS: at 74.84% examples, 255832 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:24,798 : INFO : EPOCH 7 - PROGRESS: at 75.12% examples, 255818 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:25,812 : INFO : EPOCH 7 - PROGRESS: at 75.57% examples, 255816 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:26,819 : INFO : EPOCH 7 - PROGRESS: at 75.95% examples, 255793 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:27,824 : INFO : EPOCH 7 - PROGRESS: at 76.20% examples, 255832 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:28,847 : INFO : EPOCH 7 - PROGRESS: at 76.65% examples, 255813 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:29,854 : INFO : EPOCH 7 - PROGRESS: at 77.11% examples, 255856 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:30,871 : INFO : EPOCH 7 - PROGRESS: at 77.59% examples, 255832 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:31,922 : INFO : EPOCH 7 - PROGRESS: at 77.93% examples, 255782 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:32,938 : INFO : EPOCH 7 - PROGRESS: at 78.27% examples, 255778 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:33,942 : INFO : EPOCH 7 - PROGRESS: at 78.63% examples, 255769 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:34,971 : INFO : EPOCH 7 - PROGRESS: at 79.02% examples, 255774 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:35,987 : INFO : EPOCH 7 - PROGRESS: at 79.46% examples, 255827 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:37,024 : INFO : EPOCH 7 - PROGRESS: at 79.82% examples, 255835 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:38,034 : INFO : EPOCH 7 - PROGRESS: at 80.20% examples, 255834 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:39,039 : INFO : EPOCH 7 - PROGRESS: at 80.67% examples, 255902 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:40,058 : INFO : EPOCH 7 - PROGRESS: at 81.06% examples, 255889 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:41,068 : INFO : EPOCH 7 - PROGRESS: at 81.40% examples, 255852 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:42,135 : INFO : EPOCH 7 - PROGRESS: at 81.86% examples, 255871 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:43,178 : INFO : EPOCH 7 - PROGRESS: at 82.30% examples, 255898 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:44,179 : INFO : EPOCH 7 - PROGRESS: at 82.73% examples, 255921 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:45,185 : INFO : EPOCH 7 - PROGRESS: at 83.08% examples, 255886 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:46,187 : INFO : EPOCH 7 - PROGRESS: at 83.43% examples, 255910 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:47,225 : INFO : EPOCH 7 - PROGRESS: at 83.83% examples, 255909 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:48,249 : INFO : EPOCH 7 - PROGRESS: at 84.19% examples, 255918 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:49,262 : INFO : EPOCH 7 - PROGRESS: at 84.57% examples, 255945 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:50,263 : INFO : EPOCH 7 - PROGRESS: at 85.12% examples, 255982 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:51,266 : INFO : EPOCH 7 - PROGRESS: at 85.54% examples, 255922 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:52,272 : INFO : EPOCH 7 - PROGRESS: at 85.91% examples, 255951 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:53,327 : INFO : EPOCH 7 - PROGRESS: at 86.33% examples, 255871 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:54,367 : INFO : EPOCH 7 - PROGRESS: at 86.57% examples, 255849 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:55,372 : INFO : EPOCH 7 - PROGRESS: at 86.92% examples, 255850 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:56,397 : INFO : EPOCH 7 - PROGRESS: at 87.42% examples, 255855 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:57,399 : INFO : EPOCH 7 - PROGRESS: at 87.87% examples, 255857 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:58,401 : INFO : EPOCH 7 - PROGRESS: at 88.27% examples, 255852 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:48:59,406 : INFO : EPOCH 7 - PROGRESS: at 88.87% examples, 255850 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:00,412 : INFO : EPOCH 7 - PROGRESS: at 89.13% examples, 255928 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:01,450 : INFO : EPOCH 7 - PROGRESS: at 89.36% examples, 256028 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:02,538 : INFO : EPOCH 7 - PROGRESS: at 89.80% examples, 255997 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:03,586 : INFO : EPOCH 7 - PROGRESS: at 90.22% examples, 256020 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:04,619 : INFO : EPOCH 7 - PROGRESS: at 90.79% examples, 256006 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:05,641 : INFO : EPOCH 7 - PROGRESS: at 91.17% examples, 256015 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:06,655 : INFO : EPOCH 7 - PROGRESS: at 91.65% examples, 256006 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:07,665 : INFO : EPOCH 7 - PROGRESS: at 92.09% examples, 255993 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:08,669 : INFO : EPOCH 7 - PROGRESS: at 92.47% examples, 255964 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:09,676 : INFO : EPOCH 7 - PROGRESS: at 92.88% examples, 255964 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:10,678 : INFO : EPOCH 7 - PROGRESS: at 93.28% examples, 255920 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:11,681 : INFO : EPOCH 7 - PROGRESS: at 93.68% examples, 255917 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:12,688 : INFO : EPOCH 7 - PROGRESS: at 94.16% examples, 255907 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:13,696 : INFO : EPOCH 7 - PROGRESS: at 94.57% examples, 255930 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:14,700 : INFO : EPOCH 7 - PROGRESS: at 95.09% examples, 255937 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:15,712 : INFO : EPOCH 7 - PROGRESS: at 95.43% examples, 255920 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:16,713 : INFO : EPOCH 7 - PROGRESS: at 95.72% examples, 255917 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:17,749 : INFO : EPOCH 7 - PROGRESS: at 96.15% examples, 255859 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:18,756 : INFO : EPOCH 7 - PROGRESS: at 96.57% examples, 255884 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:19,783 : INFO : EPOCH 7 - PROGRESS: at 96.97% examples, 255868 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:20,794 : INFO : EPOCH 7 - PROGRESS: at 97.54% examples, 255872 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:21,853 : INFO : EPOCH 7 - PROGRESS: at 98.01% examples, 255833 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:22,870 : INFO : EPOCH 7 - PROGRESS: at 98.47% examples, 255837 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:23,892 : INFO : EPOCH 7 - PROGRESS: at 98.88% examples, 255823 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:24,919 : INFO : EPOCH 7 - PROGRESS: at 99.35% examples, 255813 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:25,980 : INFO : EPOCH 7 - PROGRESS: at 99.85% examples, 255791 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:26,218 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 05:49:26,225 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 05:49:26,243 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 05:49:26,273 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 05:49:26,274 : INFO : EPOCH - 7 : training on 85855864 raw words (59163353 effective words) took 231.3s, 255811 effective words/s
2020-08-16 05:49:27,281 : INFO : EPOCH 8 - PROGRESS: at 0.61% examples, 241820 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:28,301 : INFO : EPOCH 8 - PROGRESS: at 1.06% examples, 249043 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:29,318 : INFO : EPOCH 8 - PROGRESS: at 1.36% examples, 250906 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:30,366 : INFO : EPOCH 8 - PROGRESS: at 1.72% examples, 250196 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:31,375 : INFO : EPOCH 8 - PROGRESS: at 2.11% examples, 251525 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:32,379 : INFO : EPOCH 8 - PROGRESS: at 2.51% examples, 252499 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:33,392 : INFO : EPOCH 8 - PROGRESS: at 2.83% examples, 252809 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:34,395 : INFO : EPOCH 8 - PROGRESS: at 3.31% examples, 253133 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:35,414 : INFO : EPOCH 8 - PROGRESS: at 3.67% examples, 252495 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:36,472 : INFO : EPOCH 8 - PROGRESS: at 4.10% examples, 252896 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:37,484 : INFO : EPOCH 8 - PROGRESS: at 4.58% examples, 253505 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:38,501 : INFO : EPOCH 8 - PROGRESS: at 5.11% examples, 253227 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:39,532 : INFO : EPOCH 8 - PROGRESS: at 5.60% examples, 253257 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:40,541 : INFO : EPOCH 8 - PROGRESS: at 6.00% examples, 253724 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:41,561 : INFO : EPOCH 8 - PROGRESS: at 6.33% examples, 253342 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:42,563 : INFO : EPOCH 8 - PROGRESS: at 7.06% examples, 253873 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:43,571 : INFO : EPOCH 8 - PROGRESS: at 7.78% examples, 253925 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:44,583 : INFO : EPOCH 8 - PROGRESS: at 8.15% examples, 253613 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:45,604 : INFO : EPOCH 8 - PROGRESS: at 8.58% examples, 253577 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:46,617 : INFO : EPOCH 8 - PROGRESS: at 8.95% examples, 253784 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:47,624 : INFO : EPOCH 8 - PROGRESS: at 9.28% examples, 253809 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:48,664 : INFO : EPOCH 8 - PROGRESS: at 9.81% examples, 253797 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:49,682 : INFO : EPOCH 8 - PROGRESS: at 10.39% examples, 254012 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:50,750 : INFO : EPOCH 8 - PROGRESS: at 10.81% examples, 253669 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:51,767 : INFO : EPOCH 8 - PROGRESS: at 11.14% examples, 253879 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:52,809 : INFO : EPOCH 8 - PROGRESS: at 11.71% examples, 253998 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:53,833 : INFO : EPOCH 8 - PROGRESS: at 12.24% examples, 254167 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:54,844 : INFO : EPOCH 8 - PROGRESS: at 12.69% examples, 254405 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:55,888 : INFO : EPOCH 8 - PROGRESS: at 12.88% examples, 254775 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:56,907 : INFO : EPOCH 8 - PROGRESS: at 13.24% examples, 255086 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:57,917 : INFO : EPOCH 8 - PROGRESS: at 13.75% examples, 255216 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:49:58,954 : INFO : EPOCH 8 - PROGRESS: at 14.24% examples, 255165 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:00,038 : INFO : EPOCH 8 - PROGRESS: at 15.39% examples, 255423 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:01,071 : INFO : EPOCH 8 - PROGRESS: at 17.80% examples, 257257 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:02,107 : INFO : EPOCH 8 - PROGRESS: at 18.29% examples, 257034 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:03,107 : INFO : EPOCH 8 - PROGRESS: at 18.85% examples, 257018 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:04,136 : INFO : EPOCH 8 - PROGRESS: at 19.53% examples, 257413 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:05,174 : INFO : EPOCH 8 - PROGRESS: at 20.15% examples, 257731 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:06,175 : INFO : EPOCH 8 - PROGRESS: at 20.53% examples, 257615 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:07,177 : INFO : EPOCH 8 - PROGRESS: at 20.88% examples, 257653 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:08,196 : INFO : EPOCH 8 - PROGRESS: at 21.26% examples, 257511 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:09,262 : INFO : EPOCH 8 - PROGRESS: at 21.70% examples, 257273 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:10,267 : INFO : EPOCH 8 - PROGRESS: at 22.06% examples, 257567 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:11,296 : INFO : EPOCH 8 - PROGRESS: at 22.44% examples, 257230 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:12,298 : INFO : EPOCH 8 - PROGRESS: at 23.07% examples, 257413 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:13,300 : INFO : EPOCH 8 - PROGRESS: at 23.56% examples, 257249 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:14,343 : INFO : EPOCH 8 - PROGRESS: at 23.92% examples, 257156 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:15,352 : INFO : EPOCH 8 - PROGRESS: at 24.42% examples, 257336 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:16,355 : INFO : EPOCH 8 - PROGRESS: at 24.85% examples, 257126 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:17,426 : INFO : EPOCH 8 - PROGRESS: at 25.39% examples, 256987 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:18,475 : INFO : EPOCH 8 - PROGRESS: at 25.95% examples, 256742 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:19,495 : INFO : EPOCH 8 - PROGRESS: at 26.37% examples, 256638 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:20,531 : INFO : EPOCH 8 - PROGRESS: at 27.01% examples, 256524 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:21,596 : INFO : EPOCH 8 - PROGRESS: at 27.46% examples, 256370 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:22,608 : INFO : EPOCH 8 - PROGRESS: at 27.80% examples, 256441 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:23,616 : INFO : EPOCH 8 - PROGRESS: at 28.07% examples, 255809 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:24,630 : INFO : EPOCH 8 - PROGRESS: at 28.49% examples, 255093 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:25,646 : INFO : EPOCH 8 - PROGRESS: at 28.99% examples, 254738 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:26,674 : INFO : EPOCH 8 - PROGRESS: at 29.49% examples, 254715 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:27,694 : INFO : EPOCH 8 - PROGRESS: at 30.09% examples, 254642 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:28,702 : INFO : EPOCH 8 - PROGRESS: at 30.48% examples, 254556 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:29,718 : INFO : EPOCH 8 - PROGRESS: at 30.88% examples, 254600 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:30,728 : INFO : EPOCH 8 - PROGRESS: at 31.41% examples, 254569 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:31,731 : INFO : EPOCH 8 - PROGRESS: at 31.90% examples, 254554 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:32,782 : INFO : EPOCH 8 - PROGRESS: at 32.40% examples, 254506 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:33,816 : INFO : EPOCH 8 - PROGRESS: at 33.05% examples, 254547 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:34,833 : INFO : EPOCH 8 - PROGRESS: at 33.68% examples, 254502 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:35,834 : INFO : EPOCH 8 - PROGRESS: at 34.11% examples, 254716 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:36,848 : INFO : EPOCH 8 - PROGRESS: at 34.52% examples, 254727 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:37,856 : INFO : EPOCH 8 - PROGRESS: at 34.97% examples, 254848 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:38,890 : INFO : EPOCH 8 - PROGRESS: at 35.42% examples, 254835 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:39,895 : INFO : EPOCH 8 - PROGRESS: at 35.86% examples, 254773 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:40,905 : INFO : EPOCH 8 - PROGRESS: at 36.25% examples, 254819 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:41,977 : INFO : EPOCH 8 - PROGRESS: at 36.72% examples, 254772 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:43,013 : INFO : EPOCH 8 - PROGRESS: at 37.32% examples, 254901 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:44,027 : INFO : EPOCH 8 - PROGRESS: at 37.83% examples, 254986 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:45,055 : INFO : EPOCH 8 - PROGRESS: at 38.23% examples, 254916 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:46,094 : INFO : EPOCH 8 - PROGRESS: at 38.66% examples, 254885 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:47,116 : INFO : EPOCH 8 - PROGRESS: at 39.12% examples, 254918 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:48,162 : INFO : EPOCH 8 - PROGRESS: at 39.73% examples, 255081 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:49,215 : INFO : EPOCH 8 - PROGRESS: at 40.23% examples, 255033 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:50,249 : INFO : EPOCH 8 - PROGRESS: at 40.69% examples, 255021 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:51,251 : INFO : EPOCH 8 - PROGRESS: at 41.19% examples, 255059 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:52,280 : INFO : EPOCH 8 - PROGRESS: at 41.64% examples, 254982 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:53,309 : INFO : EPOCH 8 - PROGRESS: at 42.06% examples, 254989 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:54,323 : INFO : EPOCH 8 - PROGRESS: at 42.60% examples, 254980 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:55,328 : INFO : EPOCH 8 - PROGRESS: at 43.19% examples, 255055 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:56,371 : INFO : EPOCH 8 - PROGRESS: at 43.77% examples, 254980 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:57,374 : INFO : EPOCH 8 - PROGRESS: at 44.40% examples, 255014 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:58,388 : INFO : EPOCH 8 - PROGRESS: at 44.81% examples, 255052 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:50:59,435 : INFO : EPOCH 8 - PROGRESS: at 45.32% examples, 254962 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:00,449 : INFO : EPOCH 8 - PROGRESS: at 45.71% examples, 254975 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:01,457 : INFO : EPOCH 8 - PROGRESS: at 46.13% examples, 254998 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:02,492 : INFO : EPOCH 8 - PROGRESS: at 46.60% examples, 254965 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:03,492 : INFO : EPOCH 8 - PROGRESS: at 47.13% examples, 254923 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:04,507 : INFO : EPOCH 8 - PROGRESS: at 47.81% examples, 254985 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:05,508 : INFO : EPOCH 8 - PROGRESS: at 48.31% examples, 254981 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:06,525 : INFO : EPOCH 8 - PROGRESS: at 48.75% examples, 254947 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:07,548 : INFO : EPOCH 8 - PROGRESS: at 49.17% examples, 254936 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:08,587 : INFO : EPOCH 8 - PROGRESS: at 49.66% examples, 254947 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:09,601 : INFO : EPOCH 8 - PROGRESS: at 50.07% examples, 255021 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:10,635 : INFO : EPOCH 8 - PROGRESS: at 50.55% examples, 254921 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:11,638 : INFO : EPOCH 8 - PROGRESS: at 51.07% examples, 255001 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:12,676 : INFO : EPOCH 8 - PROGRESS: at 51.57% examples, 254922 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:13,698 : INFO : EPOCH 8 - PROGRESS: at 52.06% examples, 254950 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:14,707 : INFO : EPOCH 8 - PROGRESS: at 52.79% examples, 255073 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:15,731 : INFO : EPOCH 8 - PROGRESS: at 53.49% examples, 255239 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:16,750 : INFO : EPOCH 8 - PROGRESS: at 54.14% examples, 255417 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:17,775 : INFO : EPOCH 8 - PROGRESS: at 54.86% examples, 255635 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:18,776 : INFO : EPOCH 8 - PROGRESS: at 55.20% examples, 255594 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:19,790 : INFO : EPOCH 8 - PROGRESS: at 55.74% examples, 255639 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:20,804 : INFO : EPOCH 8 - PROGRESS: at 56.25% examples, 255648 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:21,805 : INFO : EPOCH 8 - PROGRESS: at 56.73% examples, 255588 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:22,821 : INFO : EPOCH 8 - PROGRESS: at 57.07% examples, 255641 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:23,880 : INFO : EPOCH 8 - PROGRESS: at 57.45% examples, 255551 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:24,882 : INFO : EPOCH 8 - PROGRESS: at 57.83% examples, 255585 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:25,895 : INFO : EPOCH 8 - PROGRESS: at 58.25% examples, 255600 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:26,899 : INFO : EPOCH 8 - PROGRESS: at 58.61% examples, 255585 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:27,905 : INFO : EPOCH 8 - PROGRESS: at 59.03% examples, 255546 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:28,910 : INFO : EPOCH 8 - PROGRESS: at 59.39% examples, 255499 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:29,927 : INFO : EPOCH 8 - PROGRESS: at 60.00% examples, 255543 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:30,938 : INFO : EPOCH 8 - PROGRESS: at 60.24% examples, 255495 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:31,961 : INFO : EPOCH 8 - PROGRESS: at 60.63% examples, 255444 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:32,961 : INFO : EPOCH 8 - PROGRESS: at 60.91% examples, 255435 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:33,975 : INFO : EPOCH 8 - PROGRESS: at 61.23% examples, 255485 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:34,981 : INFO : EPOCH 8 - PROGRESS: at 61.53% examples, 255427 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:35,993 : INFO : EPOCH 8 - PROGRESS: at 61.87% examples, 255434 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:37,028 : INFO : EPOCH 8 - PROGRESS: at 62.49% examples, 255561 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:38,063 : INFO : EPOCH 8 - PROGRESS: at 63.14% examples, 255807 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:39,081 : INFO : EPOCH 8 - PROGRESS: at 63.77% examples, 256052 words/s, in_qsize 8, out_qsize 0
2020-08-16 05:51:40,082 : INFO : EPOCH 8 - PROGRESS: at 64.25% examples, 256075 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:41,126 : INFO : EPOCH 8 - PROGRESS: at 64.59% examples, 256016 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:42,127 : INFO : EPOCH 8 - PROGRESS: at 64.85% examples, 256097 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:43,135 : INFO : EPOCH 8 - PROGRESS: at 65.17% examples, 256117 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:44,141 : INFO : EPOCH 8 - PROGRESS: at 65.59% examples, 256140 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:45,142 : INFO : EPOCH 8 - PROGRESS: at 66.02% examples, 256109 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:46,152 : INFO : EPOCH 8 - PROGRESS: at 66.54% examples, 256207 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:47,177 : INFO : EPOCH 8 - PROGRESS: at 67.26% examples, 256420 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:48,195 : INFO : EPOCH 8 - PROGRESS: at 67.64% examples, 256422 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:49,217 : INFO : EPOCH 8 - PROGRESS: at 67.99% examples, 256359 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:50,269 : INFO : EPOCH 8 - PROGRESS: at 68.16% examples, 256490 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:51,280 : INFO : EPOCH 8 - PROGRESS: at 68.38% examples, 256570 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:52,296 : INFO : EPOCH 8 - PROGRESS: at 68.70% examples, 256574 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:53,299 : INFO : EPOCH 8 - PROGRESS: at 69.12% examples, 256576 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:54,307 : INFO : EPOCH 8 - PROGRESS: at 69.45% examples, 256520 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:55,318 : INFO : EPOCH 8 - PROGRESS: at 69.80% examples, 256498 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:56,345 : INFO : EPOCH 8 - PROGRESS: at 70.08% examples, 256486 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:57,367 : INFO : EPOCH 8 - PROGRESS: at 70.39% examples, 256447 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:58,374 : INFO : EPOCH 8 - PROGRESS: at 70.73% examples, 256462 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:51:59,385 : INFO : EPOCH 8 - PROGRESS: at 71.04% examples, 256450 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:00,402 : INFO : EPOCH 8 - PROGRESS: at 71.51% examples, 256436 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:01,407 : INFO : EPOCH 8 - PROGRESS: at 71.77% examples, 256436 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:02,410 : INFO : EPOCH 8 - PROGRESS: at 72.01% examples, 256419 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:03,433 : INFO : EPOCH 8 - PROGRESS: at 72.26% examples, 256344 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:04,464 : INFO : EPOCH 8 - PROGRESS: at 72.49% examples, 256314 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:05,488 : INFO : EPOCH 8 - PROGRESS: at 72.72% examples, 256274 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:06,561 : INFO : EPOCH 8 - PROGRESS: at 72.91% examples, 256249 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:07,597 : INFO : EPOCH 8 - PROGRESS: at 73.19% examples, 256282 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:08,620 : INFO : EPOCH 8 - PROGRESS: at 73.42% examples, 256228 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:09,662 : INFO : EPOCH 8 - PROGRESS: at 73.67% examples, 256220 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:10,700 : INFO : EPOCH 8 - PROGRESS: at 73.93% examples, 256238 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:11,718 : INFO : EPOCH 8 - PROGRESS: at 74.16% examples, 256196 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:12,732 : INFO : EPOCH 8 - PROGRESS: at 74.41% examples, 256200 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:13,784 : INFO : EPOCH 8 - PROGRESS: at 74.65% examples, 256159 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:14,789 : INFO : EPOCH 8 - PROGRESS: at 74.84% examples, 256190 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:15,842 : INFO : EPOCH 8 - PROGRESS: at 75.12% examples, 256174 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:16,857 : INFO : EPOCH 8 - PROGRESS: at 75.58% examples, 256168 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:17,857 : INFO : EPOCH 8 - PROGRESS: at 75.95% examples, 256157 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:18,875 : INFO : EPOCH 8 - PROGRESS: at 76.20% examples, 256174 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:19,892 : INFO : EPOCH 8 - PROGRESS: at 76.65% examples, 256162 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:20,896 : INFO : EPOCH 8 - PROGRESS: at 77.11% examples, 256209 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:21,926 : INFO : EPOCH 8 - PROGRESS: at 77.59% examples, 256162 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:22,961 : INFO : EPOCH 8 - PROGRESS: at 77.93% examples, 256133 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:23,968 : INFO : EPOCH 8 - PROGRESS: at 78.27% examples, 256135 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:24,977 : INFO : EPOCH 8 - PROGRESS: at 78.63% examples, 256118 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:26,000 : INFO : EPOCH 8 - PROGRESS: at 79.00% examples, 256093 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:27,012 : INFO : EPOCH 8 - PROGRESS: at 79.46% examples, 256184 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:28,050 : INFO : EPOCH 8 - PROGRESS: at 79.82% examples, 256189 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:29,062 : INFO : EPOCH 8 - PROGRESS: at 80.20% examples, 256183 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:30,069 : INFO : EPOCH 8 - PROGRESS: at 80.67% examples, 256246 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:31,094 : INFO : EPOCH 8 - PROGRESS: at 81.06% examples, 256221 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:32,103 : INFO : EPOCH 8 - PROGRESS: at 81.42% examples, 256257 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:33,146 : INFO : EPOCH 8 - PROGRESS: at 81.86% examples, 256226 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:34,200 : INFO : EPOCH 8 - PROGRESS: at 82.30% examples, 256239 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:35,218 : INFO : EPOCH 8 - PROGRESS: at 82.74% examples, 256277 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:36,223 : INFO : EPOCH 8 - PROGRESS: at 83.09% examples, 256269 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:37,281 : INFO : EPOCH 8 - PROGRESS: at 83.48% examples, 256254 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:38,282 : INFO : EPOCH 8 - PROGRESS: at 83.85% examples, 256253 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:39,286 : INFO : EPOCH 8 - PROGRESS: at 84.20% examples, 256260 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:40,370 : INFO : EPOCH 8 - PROGRESS: at 84.60% examples, 256259 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:41,398 : INFO : EPOCH 8 - PROGRESS: at 85.16% examples, 256267 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:42,402 : INFO : EPOCH 8 - PROGRESS: at 85.60% examples, 256268 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:43,465 : INFO : EPOCH 8 - PROGRESS: at 85.98% examples, 256222 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:44,469 : INFO : EPOCH 8 - PROGRESS: at 86.39% examples, 256266 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:45,471 : INFO : EPOCH 8 - PROGRESS: at 86.60% examples, 256191 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:46,482 : INFO : EPOCH 8 - PROGRESS: at 86.96% examples, 256202 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:47,512 : INFO : EPOCH 8 - PROGRESS: at 87.47% examples, 256196 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:48,562 : INFO : EPOCH 8 - PROGRESS: at 87.92% examples, 256193 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:49,567 : INFO : EPOCH 8 - PROGRESS: at 88.39% examples, 256213 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:50,586 : INFO : EPOCH 8 - PROGRESS: at 88.94% examples, 256189 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:51,593 : INFO : EPOCH 8 - PROGRESS: at 89.16% examples, 256270 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:52,631 : INFO : EPOCH 8 - PROGRESS: at 89.44% examples, 256366 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:53,637 : INFO : EPOCH 8 - PROGRESS: at 89.86% examples, 256363 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:54,638 : INFO : EPOCH 8 - PROGRESS: at 90.33% examples, 256384 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:55,652 : INFO : EPOCH 8 - PROGRESS: at 90.81% examples, 256361 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:56,674 : INFO : EPOCH 8 - PROGRESS: at 91.18% examples, 256332 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:57,728 : INFO : EPOCH 8 - PROGRESS: at 91.68% examples, 256337 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:58,734 : INFO : EPOCH 8 - PROGRESS: at 92.11% examples, 256311 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:52:59,742 : INFO : EPOCH 8 - PROGRESS: at 92.49% examples, 256315 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:00,743 : INFO : EPOCH 8 - PROGRESS: at 92.91% examples, 256297 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:01,773 : INFO : EPOCH 8 - PROGRESS: at 93.34% examples, 256244 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:02,789 : INFO : EPOCH 8 - PROGRESS: at 93.73% examples, 256230 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:03,797 : INFO : EPOCH 8 - PROGRESS: at 94.23% examples, 256254 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:04,802 : INFO : EPOCH 8 - PROGRESS: at 94.62% examples, 256246 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:05,804 : INFO : EPOCH 8 - PROGRESS: at 95.12% examples, 256248 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:06,813 : INFO : EPOCH 8 - PROGRESS: at 95.47% examples, 256234 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:07,832 : INFO : EPOCH 8 - PROGRESS: at 95.77% examples, 256224 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:08,843 : INFO : EPOCH 8 - PROGRESS: at 96.18% examples, 256181 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:09,848 : INFO : EPOCH 8 - PROGRESS: at 96.59% examples, 256174 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:10,849 : INFO : EPOCH 8 - PROGRESS: at 96.99% examples, 256150 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:11,881 : INFO : EPOCH 8 - PROGRESS: at 97.59% examples, 256166 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:12,888 : INFO : EPOCH 8 - PROGRESS: at 98.03% examples, 256158 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:13,889 : INFO : EPOCH 8 - PROGRESS: at 98.47% examples, 256147 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:14,890 : INFO : EPOCH 8 - PROGRESS: at 98.89% examples, 256152 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:15,906 : INFO : EPOCH 8 - PROGRESS: at 99.35% examples, 256123 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:16,967 : INFO : EPOCH 8 - PROGRESS: at 99.85% examples, 256099 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:17,202 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 05:53:17,209 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 05:53:17,228 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 05:53:17,262 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 05:53:17,263 : INFO : EPOCH - 8 : training on 85855864 raw words (59159058 effective words) took 231.0s, 256118 effective words/s
2020-08-16 05:53:18,274 : INFO : EPOCH 9 - PROGRESS: at 0.61% examples, 240883 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:19,283 : INFO : EPOCH 9 - PROGRESS: at 1.06% examples, 249967 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:20,293 : INFO : EPOCH 9 - PROGRESS: at 1.36% examples, 252051 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:21,317 : INFO : EPOCH 9 - PROGRESS: at 1.72% examples, 251202 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:22,359 : INFO : EPOCH 9 - PROGRESS: at 2.10% examples, 250270 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:23,364 : INFO : EPOCH 9 - PROGRESS: at 2.49% examples, 250307 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:24,373 : INFO : EPOCH 9 - PROGRESS: at 2.82% examples, 251995 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:25,412 : INFO : EPOCH 9 - PROGRESS: at 3.31% examples, 252169 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:26,427 : INFO : EPOCH 9 - PROGRESS: at 3.67% examples, 251787 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:27,497 : INFO : EPOCH 9 - PROGRESS: at 4.10% examples, 251949 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:28,513 : INFO : EPOCH 9 - PROGRESS: at 4.58% examples, 252540 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:29,521 : INFO : EPOCH 9 - PROGRESS: at 5.11% examples, 252536 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:30,530 : INFO : EPOCH 9 - PROGRESS: at 5.59% examples, 252502 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:31,589 : INFO : EPOCH 9 - PROGRESS: at 6.00% examples, 252593 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:32,609 : INFO : EPOCH 9 - PROGRESS: at 6.34% examples, 252727 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:33,641 : INFO : EPOCH 9 - PROGRESS: at 7.08% examples, 252799 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:34,687 : INFO : EPOCH 9 - PROGRESS: at 7.79% examples, 252814 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:35,744 : INFO : EPOCH 9 - PROGRESS: at 8.19% examples, 252741 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:36,760 : INFO : EPOCH 9 - PROGRESS: at 8.63% examples, 252814 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:37,767 : INFO : EPOCH 9 - PROGRESS: at 8.97% examples, 252770 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:38,781 : INFO : EPOCH 9 - PROGRESS: at 9.31% examples, 252463 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:39,783 : INFO : EPOCH 9 - PROGRESS: at 9.81% examples, 252300 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:40,829 : INFO : EPOCH 9 - PROGRESS: at 10.39% examples, 252014 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:41,844 : INFO : EPOCH 9 - PROGRESS: at 10.79% examples, 251654 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:42,846 : INFO : EPOCH 9 - PROGRESS: at 11.06% examples, 250683 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:43,872 : INFO : EPOCH 9 - PROGRESS: at 11.43% examples, 249450 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:44,892 : INFO : EPOCH 9 - PROGRESS: at 12.05% examples, 248478 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:45,893 : INFO : EPOCH 9 - PROGRESS: at 12.37% examples, 248715 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:46,894 : INFO : EPOCH 9 - PROGRESS: at 12.77% examples, 249053 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:47,914 : INFO : EPOCH 9 - PROGRESS: at 12.95% examples, 249930 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:48,922 : INFO : EPOCH 9 - PROGRESS: at 13.45% examples, 250166 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:49,938 : INFO : EPOCH 9 - PROGRESS: at 13.96% examples, 250346 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:50,963 : INFO : EPOCH 9 - PROGRESS: at 14.40% examples, 250387 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:51,975 : INFO : EPOCH 9 - PROGRESS: at 16.29% examples, 251396 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:52,985 : INFO : EPOCH 9 - PROGRESS: at 17.90% examples, 252516 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:54,025 : INFO : EPOCH 9 - PROGRESS: at 18.40% examples, 252665 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:55,034 : INFO : EPOCH 9 - PROGRESS: at 19.05% examples, 252696 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:56,040 : INFO : EPOCH 9 - PROGRESS: at 19.72% examples, 253355 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:57,069 : INFO : EPOCH 9 - PROGRESS: at 20.26% examples, 253415 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:58,098 : INFO : EPOCH 9 - PROGRESS: at 20.64% examples, 253468 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:53:59,101 : INFO : EPOCH 9 - PROGRESS: at 20.93% examples, 253447 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:00,105 : INFO : EPOCH 9 - PROGRESS: at 21.36% examples, 253565 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:01,150 : INFO : EPOCH 9 - PROGRESS: at 21.81% examples, 253334 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:02,150 : INFO : EPOCH 9 - PROGRESS: at 22.12% examples, 253547 words/s, in_qsize 6, out_qsize 1
2020-08-16 05:54:03,185 : INFO : EPOCH 9 - PROGRESS: at 22.60% examples, 253390 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:04,220 : INFO : EPOCH 9 - PROGRESS: at 23.15% examples, 253451 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:05,247 : INFO : EPOCH 9 - PROGRESS: at 23.63% examples, 253445 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:06,259 : INFO : EPOCH 9 - PROGRESS: at 24.01% examples, 253536 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:07,271 : INFO : EPOCH 9 - PROGRESS: at 24.53% examples, 253643 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:08,277 : INFO : EPOCH 9 - PROGRESS: at 24.91% examples, 253463 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:09,334 : INFO : EPOCH 9 - PROGRESS: at 25.52% examples, 253438 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:10,387 : INFO : EPOCH 9 - PROGRESS: at 26.09% examples, 253410 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:11,399 : INFO : EPOCH 9 - PROGRESS: at 26.47% examples, 253435 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:12,408 : INFO : EPOCH 9 - PROGRESS: at 27.12% examples, 253486 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:13,437 : INFO : EPOCH 9 - PROGRESS: at 27.56% examples, 253464 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:14,471 : INFO : EPOCH 9 - PROGRESS: at 27.84% examples, 253596 words/s, in_qsize 6, out_qsize 1
2020-08-16 05:54:15,503 : INFO : EPOCH 9 - PROGRESS: at 28.29% examples, 253621 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:16,523 : INFO : EPOCH 9 - PROGRESS: at 28.76% examples, 253675 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:17,573 : INFO : EPOCH 9 - PROGRESS: at 29.36% examples, 253630 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:18,600 : INFO : EPOCH 9 - PROGRESS: at 29.85% examples, 253594 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:19,617 : INFO : EPOCH 9 - PROGRESS: at 30.41% examples, 253747 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:20,619 : INFO : EPOCH 9 - PROGRESS: at 30.74% examples, 253597 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:21,643 : INFO : EPOCH 9 - PROGRESS: at 31.23% examples, 253607 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:22,662 : INFO : EPOCH 9 - PROGRESS: at 31.73% examples, 253577 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:23,687 : INFO : EPOCH 9 - PROGRESS: at 32.22% examples, 253581 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:24,703 : INFO : EPOCH 9 - PROGRESS: at 32.79% examples, 253677 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:25,726 : INFO : EPOCH 9 - PROGRESS: at 33.50% examples, 253581 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:26,761 : INFO : EPOCH 9 - PROGRESS: at 33.97% examples, 253698 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:27,798 : INFO : EPOCH 9 - PROGRESS: at 34.41% examples, 253813 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:28,809 : INFO : EPOCH 9 - PROGRESS: at 34.86% examples, 253965 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:29,829 : INFO : EPOCH 9 - PROGRESS: at 35.29% examples, 253842 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:30,840 : INFO : EPOCH 9 - PROGRESS: at 35.71% examples, 253791 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:31,878 : INFO : EPOCH 9 - PROGRESS: at 36.15% examples, 253873 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:32,927 : INFO : EPOCH 9 - PROGRESS: at 36.58% examples, 253825 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:33,934 : INFO : EPOCH 9 - PROGRESS: at 37.14% examples, 253971 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:34,949 : INFO : EPOCH 9 - PROGRESS: at 37.68% examples, 253965 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:35,955 : INFO : EPOCH 9 - PROGRESS: at 38.09% examples, 254086 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:36,986 : INFO : EPOCH 9 - PROGRESS: at 38.50% examples, 253943 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:38,003 : INFO : EPOCH 9 - PROGRESS: at 38.91% examples, 253965 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:39,011 : INFO : EPOCH 9 - PROGRESS: at 39.49% examples, 254139 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:40,012 : INFO : EPOCH 9 - PROGRESS: at 39.97% examples, 254072 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:41,044 : INFO : EPOCH 9 - PROGRESS: at 40.53% examples, 254107 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:42,052 : INFO : EPOCH 9 - PROGRESS: at 40.93% examples, 254071 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:43,063 : INFO : EPOCH 9 - PROGRESS: at 41.42% examples, 254070 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:44,119 : INFO : EPOCH 9 - PROGRESS: at 41.85% examples, 254009 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:45,129 : INFO : EPOCH 9 - PROGRESS: at 42.33% examples, 254094 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:46,144 : INFO : EPOCH 9 - PROGRESS: at 42.93% examples, 254057 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:47,174 : INFO : EPOCH 9 - PROGRESS: at 43.44% examples, 254052 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:48,174 : INFO : EPOCH 9 - PROGRESS: at 44.09% examples, 254094 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:49,209 : INFO : EPOCH 9 - PROGRESS: at 44.68% examples, 254033 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:50,258 : INFO : EPOCH 9 - PROGRESS: at 45.01% examples, 253991 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:51,275 : INFO : EPOCH 9 - PROGRESS: at 45.48% examples, 254042 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:52,290 : INFO : EPOCH 9 - PROGRESS: at 45.89% examples, 254075 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:53,297 : INFO : EPOCH 9 - PROGRESS: at 46.34% examples, 254047 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:54,329 : INFO : EPOCH 9 - PROGRESS: at 46.91% examples, 254059 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:55,351 : INFO : EPOCH 9 - PROGRESS: at 47.48% examples, 254086 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:56,362 : INFO : EPOCH 9 - PROGRESS: at 48.03% examples, 254034 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:57,368 : INFO : EPOCH 9 - PROGRESS: at 48.56% examples, 254018 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:58,372 : INFO : EPOCH 9 - PROGRESS: at 48.94% examples, 254001 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:54:59,424 : INFO : EPOCH 9 - PROGRESS: at 49.41% examples, 253993 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:00,497 : INFO : EPOCH 9 - PROGRESS: at 49.89% examples, 254003 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:01,569 : INFO : EPOCH 9 - PROGRESS: at 50.33% examples, 254017 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:02,605 : INFO : EPOCH 9 - PROGRESS: at 50.86% examples, 254013 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:03,643 : INFO : EPOCH 9 - PROGRESS: at 51.38% examples, 254031 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:04,682 : INFO : EPOCH 9 - PROGRESS: at 51.83% examples, 254015 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:05,683 : INFO : EPOCH 9 - PROGRESS: at 52.47% examples, 254120 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:06,705 : INFO : EPOCH 9 - PROGRESS: at 53.21% examples, 254236 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:07,742 : INFO : EPOCH 9 - PROGRESS: at 53.87% examples, 254380 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:08,786 : INFO : EPOCH 9 - PROGRESS: at 54.57% examples, 254580 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:09,794 : INFO : EPOCH 9 - PROGRESS: at 55.06% examples, 254683 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:10,802 : INFO : EPOCH 9 - PROGRESS: at 55.41% examples, 254690 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:11,834 : INFO : EPOCH 9 - PROGRESS: at 56.12% examples, 254679 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:12,882 : INFO : EPOCH 9 - PROGRESS: at 56.54% examples, 254666 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:13,896 : INFO : EPOCH 9 - PROGRESS: at 56.94% examples, 254634 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:14,901 : INFO : EPOCH 9 - PROGRESS: at 57.31% examples, 254650 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:15,914 : INFO : EPOCH 9 - PROGRESS: at 57.67% examples, 254630 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:16,944 : INFO : EPOCH 9 - PROGRESS: at 58.11% examples, 254664 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:17,998 : INFO : EPOCH 9 - PROGRESS: at 58.53% examples, 254602 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:19,058 : INFO : EPOCH 9 - PROGRESS: at 58.89% examples, 254591 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:20,090 : INFO : EPOCH 9 - PROGRESS: at 59.31% examples, 254585 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:21,113 : INFO : EPOCH 9 - PROGRESS: at 59.88% examples, 254564 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:22,118 : INFO : EPOCH 9 - PROGRESS: at 60.17% examples, 254530 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:23,171 : INFO : EPOCH 9 - PROGRESS: at 60.55% examples, 254496 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:24,180 : INFO : EPOCH 9 - PROGRESS: at 60.84% examples, 254493 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:25,197 : INFO : EPOCH 9 - PROGRESS: at 61.15% examples, 254468 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:26,211 : INFO : EPOCH 9 - PROGRESS: at 61.45% examples, 254524 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:27,223 : INFO : EPOCH 9 - PROGRESS: at 61.80% examples, 254527 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:28,230 : INFO : EPOCH 9 - PROGRESS: at 62.33% examples, 254645 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:29,233 : INFO : EPOCH 9 - PROGRESS: at 62.94% examples, 254800 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:30,265 : INFO : EPOCH 9 - PROGRESS: at 63.59% examples, 255047 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:31,321 : INFO : EPOCH 9 - PROGRESS: at 64.17% examples, 255118 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:32,329 : INFO : EPOCH 9 - PROGRESS: at 64.49% examples, 255138 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:33,329 : INFO : EPOCH 9 - PROGRESS: at 64.78% examples, 255107 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:34,356 : INFO : EPOCH 9 - PROGRESS: at 65.03% examples, 255143 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:35,380 : INFO : EPOCH 9 - PROGRESS: at 65.48% examples, 255121 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:36,386 : INFO : EPOCH 9 - PROGRESS: at 65.92% examples, 255147 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:37,391 : INFO : EPOCH 9 - PROGRESS: at 66.31% examples, 255138 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:38,411 : INFO : EPOCH 9 - PROGRESS: at 67.12% examples, 255455 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:39,424 : INFO : EPOCH 9 - PROGRESS: at 67.52% examples, 255438 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:40,454 : INFO : EPOCH 9 - PROGRESS: at 67.91% examples, 255461 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:41,459 : INFO : EPOCH 9 - PROGRESS: at 68.15% examples, 255480 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:42,475 : INFO : EPOCH 9 - PROGRESS: at 68.31% examples, 255600 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:43,485 : INFO : EPOCH 9 - PROGRESS: at 68.59% examples, 255622 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:44,506 : INFO : EPOCH 9 - PROGRESS: at 68.99% examples, 255616 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:45,511 : INFO : EPOCH 9 - PROGRESS: at 69.33% examples, 255598 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:46,533 : INFO : EPOCH 9 - PROGRESS: at 69.69% examples, 255562 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:47,537 : INFO : EPOCH 9 - PROGRESS: at 69.96% examples, 255514 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:48,570 : INFO : EPOCH 9 - PROGRESS: at 70.24% examples, 255502 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:49,570 : INFO : EPOCH 9 - PROGRESS: at 70.62% examples, 255522 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:50,593 : INFO : EPOCH 9 - PROGRESS: at 70.94% examples, 255528 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:51,646 : INFO : EPOCH 9 - PROGRESS: at 71.34% examples, 255481 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:52,658 : INFO : EPOCH 9 - PROGRESS: at 71.68% examples, 255418 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:53,708 : INFO : EPOCH 9 - PROGRESS: at 71.95% examples, 255433 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:54,712 : INFO : EPOCH 9 - PROGRESS: at 72.19% examples, 255436 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:55,714 : INFO : EPOCH 9 - PROGRESS: at 72.42% examples, 255414 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:56,716 : INFO : EPOCH 9 - PROGRESS: at 72.64% examples, 255397 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:57,724 : INFO : EPOCH 9 - PROGRESS: at 72.82% examples, 255381 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:58,730 : INFO : EPOCH 9 - PROGRESS: at 73.08% examples, 255383 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:55:59,758 : INFO : EPOCH 9 - PROGRESS: at 73.31% examples, 255316 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:00,776 : INFO : EPOCH 9 - PROGRESS: at 73.58% examples, 255338 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:01,786 : INFO : EPOCH 9 - PROGRESS: at 73.81% examples, 255302 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:02,788 : INFO : EPOCH 9 - PROGRESS: at 74.04% examples, 255295 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:03,788 : INFO : EPOCH 9 - PROGRESS: at 74.28% examples, 255276 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:04,818 : INFO : EPOCH 9 - PROGRESS: at 74.53% examples, 255265 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:05,856 : INFO : EPOCH 9 - PROGRESS: at 74.75% examples, 255250 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:06,870 : INFO : EPOCH 9 - PROGRESS: at 74.96% examples, 255294 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:07,900 : INFO : EPOCH 9 - PROGRESS: at 75.33% examples, 255262 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:08,911 : INFO : EPOCH 9 - PROGRESS: at 75.75% examples, 255227 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:09,913 : INFO : EPOCH 9 - PROGRESS: at 76.07% examples, 255256 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:10,924 : INFO : EPOCH 9 - PROGRESS: at 76.34% examples, 255284 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:11,944 : INFO : EPOCH 9 - PROGRESS: at 76.82% examples, 255258 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:12,953 : INFO : EPOCH 9 - PROGRESS: at 77.37% examples, 255287 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:13,979 : INFO : EPOCH 9 - PROGRESS: at 77.74% examples, 255272 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:15,016 : INFO : EPOCH 9 - PROGRESS: at 78.06% examples, 255237 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:16,023 : INFO : EPOCH 9 - PROGRESS: at 78.40% examples, 255257 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:17,042 : INFO : EPOCH 9 - PROGRESS: at 78.78% examples, 255226 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:18,047 : INFO : EPOCH 9 - PROGRESS: at 79.18% examples, 255218 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:19,073 : INFO : EPOCH 9 - PROGRESS: at 79.65% examples, 255252 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:20,080 : INFO : EPOCH 9 - PROGRESS: at 79.95% examples, 255351 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:21,081 : INFO : EPOCH 9 - PROGRESS: at 80.35% examples, 255331 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:22,085 : INFO : EPOCH 9 - PROGRESS: at 80.81% examples, 255311 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:23,100 : INFO : EPOCH 9 - PROGRESS: at 81.16% examples, 255300 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:24,101 : INFO : EPOCH 9 - PROGRESS: at 81.54% examples, 255369 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:25,129 : INFO : EPOCH 9 - PROGRESS: at 81.98% examples, 255322 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:26,175 : INFO : EPOCH 9 - PROGRESS: at 82.41% examples, 255358 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:27,216 : INFO : EPOCH 9 - PROGRESS: at 82.85% examples, 255347 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:28,229 : INFO : EPOCH 9 - PROGRESS: at 83.18% examples, 255377 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:29,267 : INFO : EPOCH 9 - PROGRESS: at 83.61% examples, 255355 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:30,279 : INFO : EPOCH 9 - PROGRESS: at 83.98% examples, 255360 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:31,302 : INFO : EPOCH 9 - PROGRESS: at 84.35% examples, 255349 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:32,365 : INFO : EPOCH 9 - PROGRESS: at 84.83% examples, 255373 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:33,430 : INFO : EPOCH 9 - PROGRESS: at 85.33% examples, 255356 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:34,530 : INFO : EPOCH 9 - PROGRESS: at 85.73% examples, 255309 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:35,609 : INFO : EPOCH 9 - PROGRESS: at 86.17% examples, 255299 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:36,643 : INFO : EPOCH 9 - PROGRESS: at 86.48% examples, 255324 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:37,657 : INFO : EPOCH 9 - PROGRESS: at 86.81% examples, 255309 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:38,666 : INFO : EPOCH 9 - PROGRESS: at 87.21% examples, 255274 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:39,698 : INFO : EPOCH 9 - PROGRESS: at 87.67% examples, 255265 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:40,704 : INFO : EPOCH 9 - PROGRESS: at 88.08% examples, 255283 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:41,709 : INFO : EPOCH 9 - PROGRESS: at 88.70% examples, 255284 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:42,733 : INFO : EPOCH 9 - PROGRESS: at 89.01% examples, 255311 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:43,738 : INFO : EPOCH 9 - PROGRESS: at 89.20% examples, 255457 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:44,766 : INFO : EPOCH 9 - PROGRESS: at 89.59% examples, 255451 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:45,770 : INFO : EPOCH 9 - PROGRESS: at 89.99% examples, 255454 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:46,776 : INFO : EPOCH 9 - PROGRESS: at 90.53% examples, 255463 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:47,804 : INFO : EPOCH 9 - PROGRESS: at 90.94% examples, 255428 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:48,807 : INFO : EPOCH 9 - PROGRESS: at 91.34% examples, 255427 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:49,843 : INFO : EPOCH 9 - PROGRESS: at 91.87% examples, 255416 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:50,845 : INFO : EPOCH 9 - PROGRESS: at 92.22% examples, 255381 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:51,856 : INFO : EPOCH 9 - PROGRESS: at 92.64% examples, 255390 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:52,882 : INFO : EPOCH 9 - PROGRESS: at 93.04% examples, 255345 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:53,900 : INFO : EPOCH 9 - PROGRESS: at 93.50% examples, 255329 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:54,908 : INFO : EPOCH 9 - PROGRESS: at 93.94% examples, 255353 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:55,929 : INFO : EPOCH 9 - PROGRESS: at 94.28% examples, 255342 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:56,945 : INFO : EPOCH 9 - PROGRESS: at 94.85% examples, 255340 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:57,979 : INFO : EPOCH 9 - PROGRESS: at 95.25% examples, 255293 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:56:59,010 : INFO : EPOCH 9 - PROGRESS: at 95.59% examples, 255262 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:00,027 : INFO : EPOCH 9 - PROGRESS: at 95.95% examples, 255201 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:01,072 : INFO : EPOCH 9 - PROGRESS: at 96.30% examples, 255126 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:02,115 : INFO : EPOCH 9 - PROGRESS: at 96.68% examples, 255099 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:03,183 : INFO : EPOCH 9 - PROGRESS: at 97.06% examples, 254801 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:04,187 : INFO : EPOCH 9 - PROGRESS: at 97.57% examples, 254664 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:05,206 : INFO : EPOCH 9 - PROGRESS: at 98.02% examples, 254650 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:06,225 : INFO : EPOCH 9 - PROGRESS: at 98.47% examples, 254657 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:07,236 : INFO : EPOCH 9 - PROGRESS: at 98.89% examples, 254660 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:08,250 : INFO : EPOCH 9 - PROGRESS: at 99.35% examples, 254637 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:09,321 : INFO : EPOCH 9 - PROGRESS: at 99.85% examples, 254609 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:09,556 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 05:57:09,561 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 05:57:09,570 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 05:57:09,614 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 05:57:09,615 : INFO : EPOCH - 9 : training on 85855864 raw words (59162931 effective words) took 232.3s, 254631 effective words/s
2020-08-16 05:57:10,631 : INFO : EPOCH 10 - PROGRESS: at 0.61% examples, 239898 words/s, in_qsize 8, out_qsize 1
2020-08-16 05:57:11,656 : INFO : EPOCH 10 - PROGRESS: at 1.05% examples, 247560 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:12,666 : INFO : EPOCH 10 - PROGRESS: at 1.36% examples, 250586 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:13,672 : INFO : EPOCH 10 - PROGRESS: at 1.72% examples, 251435 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:14,720 : INFO : EPOCH 10 - PROGRESS: at 2.10% examples, 250085 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:15,746 : INFO : EPOCH 10 - PROGRESS: at 2.51% examples, 251602 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:16,757 : INFO : EPOCH 10 - PROGRESS: at 2.83% examples, 252069 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:17,759 : INFO : EPOCH 10 - PROGRESS: at 3.31% examples, 252466 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:18,784 : INFO : EPOCH 10 - PROGRESS: at 3.67% examples, 251773 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:19,849 : INFO : EPOCH 10 - PROGRESS: at 4.10% examples, 252024 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:20,862 : INFO : EPOCH 10 - PROGRESS: at 4.58% examples, 252696 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:21,872 : INFO : EPOCH 10 - PROGRESS: at 5.11% examples, 252637 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:22,872 : INFO : EPOCH 10 - PROGRESS: at 5.59% examples, 252778 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:23,881 : INFO : EPOCH 10 - PROGRESS: at 5.99% examples, 253313 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:24,909 : INFO : EPOCH 10 - PROGRESS: at 6.32% examples, 252867 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:25,918 : INFO : EPOCH 10 - PROGRESS: at 7.04% examples, 253318 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:26,921 : INFO : EPOCH 10 - PROGRESS: at 7.78% examples, 253392 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:27,962 : INFO : EPOCH 10 - PROGRESS: at 8.15% examples, 253100 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:28,987 : INFO : EPOCH 10 - PROGRESS: at 8.58% examples, 253033 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:29,996 : INFO : EPOCH 10 - PROGRESS: at 8.95% examples, 253308 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:31,005 : INFO : EPOCH 10 - PROGRESS: at 9.28% examples, 253333 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:32,051 : INFO : EPOCH 10 - PROGRESS: at 9.81% examples, 253289 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:33,068 : INFO : EPOCH 10 - PROGRESS: at 10.39% examples, 253550 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:34,138 : INFO : EPOCH 10 - PROGRESS: at 10.81% examples, 253206 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:35,141 : INFO : EPOCH 10 - PROGRESS: at 11.13% examples, 253298 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:36,146 : INFO : EPOCH 10 - PROGRESS: at 11.69% examples, 253767 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:37,177 : INFO : EPOCH 10 - PROGRESS: at 12.23% examples, 253637 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:38,220 : INFO : EPOCH 10 - PROGRESS: at 12.68% examples, 253639 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:39,250 : INFO : EPOCH 10 - PROGRESS: at 12.87% examples, 254261 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:40,276 : INFO : EPOCH 10 - PROGRESS: at 13.23% examples, 254653 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:41,308 : INFO : EPOCH 10 - PROGRESS: at 13.74% examples, 254601 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:42,317 : INFO : EPOCH 10 - PROGRESS: at 14.20% examples, 254562 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:43,344 : INFO : EPOCH 10 - PROGRESS: at 14.99% examples, 254648 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:44,349 : INFO : EPOCH 10 - PROGRESS: at 17.30% examples, 256202 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:45,375 : INFO : EPOCH 10 - PROGRESS: at 18.24% examples, 256573 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:46,387 : INFO : EPOCH 10 - PROGRESS: at 18.75% examples, 256468 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:47,388 : INFO : EPOCH 10 - PROGRESS: at 19.40% examples, 256683 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:48,429 : INFO : EPOCH 10 - PROGRESS: at 20.05% examples, 257055 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:49,473 : INFO : EPOCH 10 - PROGRESS: at 20.48% examples, 257080 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:50,487 : INFO : EPOCH 10 - PROGRESS: at 20.84% examples, 257069 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:51,507 : INFO : EPOCH 10 - PROGRESS: at 21.20% examples, 256919 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:52,579 : INFO : EPOCH 10 - PROGRESS: at 21.66% examples, 256725 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:53,588 : INFO : EPOCH 10 - PROGRESS: at 22.03% examples, 256663 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:54,645 : INFO : EPOCH 10 - PROGRESS: at 22.35% examples, 256648 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:55,699 : INFO : EPOCH 10 - PROGRESS: at 23.04% examples, 256677 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:56,703 : INFO : EPOCH 10 - PROGRESS: at 23.54% examples, 256603 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:57,708 : INFO : EPOCH 10 - PROGRESS: at 23.89% examples, 256581 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:58,755 : INFO : EPOCH 10 - PROGRESS: at 24.39% examples, 256571 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:57:59,774 : INFO : EPOCH 10 - PROGRESS: at 24.84% examples, 256590 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:00,802 : INFO : EPOCH 10 - PROGRESS: at 25.34% examples, 256404 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:01,823 : INFO : EPOCH 10 - PROGRESS: at 25.92% examples, 256351 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:02,831 : INFO : EPOCH 10 - PROGRESS: at 26.33% examples, 256283 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:03,853 : INFO : EPOCH 10 - PROGRESS: at 26.97% examples, 256269 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:04,862 : INFO : EPOCH 10 - PROGRESS: at 27.41% examples, 256219 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:05,863 : INFO : EPOCH 10 - PROGRESS: at 27.78% examples, 256164 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:06,878 : INFO : EPOCH 10 - PROGRESS: at 28.08% examples, 256284 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:07,903 : INFO : EPOCH 10 - PROGRESS: at 28.58% examples, 256189 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:08,904 : INFO : EPOCH 10 - PROGRESS: at 29.14% examples, 256252 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:09,921 : INFO : EPOCH 10 - PROGRESS: at 29.58% examples, 256111 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:10,926 : INFO : EPOCH 10 - PROGRESS: at 30.24% examples, 256237 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:11,969 : INFO : EPOCH 10 - PROGRESS: at 30.58% examples, 256071 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:12,974 : INFO : EPOCH 10 - PROGRESS: at 31.00% examples, 255995 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:14,000 : INFO : EPOCH 10 - PROGRESS: at 31.60% examples, 256044 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:15,018 : INFO : EPOCH 10 - PROGRESS: at 32.01% examples, 255911 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:16,023 : INFO : EPOCH 10 - PROGRESS: at 32.55% examples, 256021 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:17,037 : INFO : EPOCH 10 - PROGRESS: at 33.18% examples, 255899 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:18,039 : INFO : EPOCH 10 - PROGRESS: at 33.77% examples, 255987 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:19,047 : INFO : EPOCH 10 - PROGRESS: at 34.21% examples, 256055 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:20,051 : INFO : EPOCH 10 - PROGRESS: at 34.61% examples, 256075 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:21,068 : INFO : EPOCH 10 - PROGRESS: at 35.05% examples, 256049 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:22,086 : INFO : EPOCH 10 - PROGRESS: at 35.49% examples, 255900 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:23,120 : INFO : EPOCH 10 - PROGRESS: at 35.96% examples, 255960 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:24,129 : INFO : EPOCH 10 - PROGRESS: at 36.32% examples, 255965 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:25,209 : INFO : EPOCH 10 - PROGRESS: at 36.85% examples, 255900 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:26,227 : INFO : EPOCH 10 - PROGRESS: at 37.43% examples, 255999 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:27,231 : INFO : EPOCH 10 - PROGRESS: at 37.89% examples, 256045 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:28,277 : INFO : EPOCH 10 - PROGRESS: at 38.32% examples, 255981 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:29,326 : INFO : EPOCH 10 - PROGRESS: at 38.73% examples, 255919 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:30,331 : INFO : EPOCH 10 - PROGRESS: at 39.24% examples, 255986 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:31,394 : INFO : EPOCH 10 - PROGRESS: at 39.82% examples, 256073 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:32,437 : INFO : EPOCH 10 - PROGRESS: at 40.35% examples, 256026 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:33,477 : INFO : EPOCH 10 - PROGRESS: at 40.79% examples, 255987 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:34,544 : INFO : EPOCH 10 - PROGRESS: at 41.33% examples, 255896 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:35,556 : INFO : EPOCH 10 - PROGRESS: at 41.76% examples, 255977 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:36,563 : INFO : EPOCH 10 - PROGRESS: at 42.17% examples, 255879 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:37,569 : INFO : EPOCH 10 - PROGRESS: at 42.80% examples, 255874 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:38,610 : INFO : EPOCH 10 - PROGRESS: at 43.27% examples, 255815 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:39,643 : INFO : EPOCH 10 - PROGRESS: at 43.93% examples, 255834 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:40,656 : INFO : EPOCH 10 - PROGRESS: at 44.54% examples, 255830 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:41,668 : INFO : EPOCH 10 - PROGRESS: at 44.87% examples, 255856 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:42,685 : INFO : EPOCH 10 - PROGRESS: at 45.41% examples, 255784 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:43,688 : INFO : EPOCH 10 - PROGRESS: at 45.78% examples, 255762 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:44,692 : INFO : EPOCH 10 - PROGRESS: at 46.22% examples, 255814 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:45,718 : INFO : EPOCH 10 - PROGRESS: at 46.70% examples, 255744 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:46,725 : INFO : EPOCH 10 - PROGRESS: at 47.25% examples, 255749 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:47,727 : INFO : EPOCH 10 - PROGRESS: at 47.87% examples, 255697 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:48,753 : INFO : EPOCH 10 - PROGRESS: at 48.40% examples, 255724 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:49,756 : INFO : EPOCH 10 - PROGRESS: at 48.84% examples, 255684 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:50,764 : INFO : EPOCH 10 - PROGRESS: at 49.24% examples, 255693 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:51,767 : INFO : EPOCH 10 - PROGRESS: at 49.70% examples, 255681 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:52,809 : INFO : EPOCH 10 - PROGRESS: at 50.17% examples, 255652 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:53,872 : INFO : EPOCH 10 - PROGRESS: at 50.66% examples, 255646 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:54,920 : INFO : EPOCH 10 - PROGRESS: at 51.16% examples, 255626 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:55,934 : INFO : EPOCH 10 - PROGRESS: at 51.70% examples, 255591 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:56,974 : INFO : EPOCH 10 - PROGRESS: at 52.19% examples, 255606 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:57,977 : INFO : EPOCH 10 - PROGRESS: at 52.94% examples, 255751 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:58:58,997 : INFO : EPOCH 10 - PROGRESS: at 53.63% examples, 255921 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:00,035 : INFO : EPOCH 10 - PROGRESS: at 54.27% examples, 256054 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:01,071 : INFO : EPOCH 10 - PROGRESS: at 54.94% examples, 256218 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:02,096 : INFO : EPOCH 10 - PROGRESS: at 55.29% examples, 256190 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:03,150 : INFO : EPOCH 10 - PROGRESS: at 55.96% examples, 256185 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:04,198 : INFO : EPOCH 10 - PROGRESS: at 56.41% examples, 256199 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:05,219 : INFO : EPOCH 10 - PROGRESS: at 56.83% examples, 256147 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:06,255 : INFO : EPOCH 10 - PROGRESS: at 57.19% examples, 256146 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:07,288 : INFO : EPOCH 10 - PROGRESS: at 57.58% examples, 256125 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:08,307 : INFO : EPOCH 10 - PROGRESS: at 57.96% examples, 256119 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:09,317 : INFO : EPOCH 10 - PROGRESS: at 58.40% examples, 256128 words/s, in_qsize 8, out_qsize 0
2020-08-16 05:59:10,338 : INFO : EPOCH 10 - PROGRESS: at 58.75% examples, 256091 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:11,347 : INFO : EPOCH 10 - PROGRESS: at 59.19% examples, 256064 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:12,379 : INFO : EPOCH 10 - PROGRESS: at 59.60% examples, 256025 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:13,392 : INFO : EPOCH 10 - PROGRESS: at 60.10% examples, 256021 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:14,420 : INFO : EPOCH 10 - PROGRESS: at 60.39% examples, 255935 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:15,458 : INFO : EPOCH 10 - PROGRESS: at 60.75% examples, 255942 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:16,467 : INFO : EPOCH 10 - PROGRESS: at 61.05% examples, 255895 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:17,471 : INFO : EPOCH 10 - PROGRESS: at 61.33% examples, 255860 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:18,476 : INFO : EPOCH 10 - PROGRESS: at 61.66% examples, 255895 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:19,505 : INFO : EPOCH 10 - PROGRESS: at 62.08% examples, 255865 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:20,559 : INFO : EPOCH 10 - PROGRESS: at 62.75% examples, 256081 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:21,593 : INFO : EPOCH 10 - PROGRESS: at 63.40% examples, 256327 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:22,627 : INFO : EPOCH 10 - PROGRESS: at 64.03% examples, 256483 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:23,634 : INFO : EPOCH 10 - PROGRESS: at 64.40% examples, 256495 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:24,647 : INFO : EPOCH 10 - PROGRESS: at 64.69% examples, 256418 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:25,652 : INFO : EPOCH 10 - PROGRESS: at 64.94% examples, 256474 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:26,670 : INFO : EPOCH 10 - PROGRESS: at 65.36% examples, 256449 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:27,682 : INFO : EPOCH 10 - PROGRESS: at 65.76% examples, 256428 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:28,694 : INFO : EPOCH 10 - PROGRESS: at 66.16% examples, 256436 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:29,743 : INFO : EPOCH 10 - PROGRESS: at 66.87% examples, 256627 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:30,775 : INFO : EPOCH 10 - PROGRESS: at 67.43% examples, 256783 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:31,797 : INFO : EPOCH 10 - PROGRESS: at 67.81% examples, 256724 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:32,840 : INFO : EPOCH 10 - PROGRESS: at 68.14% examples, 256671 words/s, in_qsize 8, out_qsize 0
2020-08-16 05:59:33,877 : INFO : EPOCH 10 - PROGRESS: at 68.25% examples, 256852 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:34,878 : INFO : EPOCH 10 - PROGRESS: at 68.50% examples, 256868 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:35,882 : INFO : EPOCH 10 - PROGRESS: at 68.84% examples, 256816 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:36,922 : INFO : EPOCH 10 - PROGRESS: at 69.27% examples, 256834 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:37,927 : INFO : EPOCH 10 - PROGRESS: at 69.62% examples, 256782 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:38,938 : INFO : EPOCH 10 - PROGRESS: at 69.91% examples, 256753 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:39,985 : INFO : EPOCH 10 - PROGRESS: at 70.19% examples, 256725 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:40,986 : INFO : EPOCH 10 - PROGRESS: at 70.57% examples, 256763 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:42,011 : INFO : EPOCH 10 - PROGRESS: at 70.85% examples, 256715 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:43,066 : INFO : EPOCH 10 - PROGRESS: at 71.24% examples, 256680 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:44,077 : INFO : EPOCH 10 - PROGRESS: at 71.65% examples, 256650 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:45,079 : INFO : EPOCH 10 - PROGRESS: at 71.88% examples, 256650 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:46,092 : INFO : EPOCH 10 - PROGRESS: at 72.13% examples, 256595 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:47,119 : INFO : EPOCH 10 - PROGRESS: at 72.36% examples, 256585 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:48,178 : INFO : EPOCH 10 - PROGRESS: at 72.60% examples, 256532 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:49,215 : INFO : EPOCH 10 - PROGRESS: at 72.80% examples, 256495 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:50,240 : INFO : EPOCH 10 - PROGRESS: at 73.05% examples, 256492 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:51,270 : INFO : EPOCH 10 - PROGRESS: at 73.28% examples, 256467 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:52,276 : INFO : EPOCH 10 - PROGRESS: at 73.56% examples, 256495 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:53,299 : INFO : EPOCH 10 - PROGRESS: at 73.78% examples, 256434 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:54,302 : INFO : EPOCH 10 - PROGRESS: at 74.01% examples, 256417 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:55,313 : INFO : EPOCH 10 - PROGRESS: at 74.26% examples, 256461 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:56,318 : INFO : EPOCH 10 - PROGRESS: at 74.50% examples, 256412 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:57,361 : INFO : EPOCH 10 - PROGRESS: at 74.73% examples, 256362 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:58,374 : INFO : EPOCH 10 - PROGRESS: at 74.93% examples, 256403 words/s, in_qsize 7, out_qsize 0
2020-08-16 05:59:59,378 : INFO : EPOCH 10 - PROGRESS: at 75.28% examples, 256368 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:00,403 : INFO : EPOCH 10 - PROGRESS: at 75.68% examples, 256334 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:01,422 : INFO : EPOCH 10 - PROGRESS: at 76.03% examples, 256329 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:02,426 : INFO : EPOCH 10 - PROGRESS: at 76.29% examples, 256360 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:03,442 : INFO : EPOCH 10 - PROGRESS: at 76.79% examples, 256334 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:04,445 : INFO : EPOCH 10 - PROGRESS: at 77.31% examples, 256339 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:05,447 : INFO : EPOCH 10 - PROGRESS: at 77.69% examples, 256298 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:06,472 : INFO : EPOCH 10 - PROGRESS: at 78.02% examples, 256319 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:07,510 : INFO : EPOCH 10 - PROGRESS: at 78.37% examples, 256268 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:08,526 : INFO : EPOCH 10 - PROGRESS: at 78.74% examples, 256265 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:09,539 : INFO : EPOCH 10 - PROGRESS: at 79.13% examples, 256266 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:10,591 : INFO : EPOCH 10 - PROGRESS: at 79.62% examples, 256285 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:11,651 : INFO : EPOCH 10 - PROGRESS: at 79.91% examples, 256321 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:12,652 : INFO : EPOCH 10 - PROGRESS: at 80.34% examples, 256364 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:13,671 : INFO : EPOCH 10 - PROGRESS: at 80.81% examples, 256327 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:14,717 : INFO : EPOCH 10 - PROGRESS: at 81.16% examples, 256297 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:15,784 : INFO : EPOCH 10 - PROGRESS: at 81.55% examples, 256308 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:16,837 : INFO : EPOCH 10 - PROGRESS: at 82.03% examples, 256327 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:17,887 : INFO : EPOCH 10 - PROGRESS: at 82.45% examples, 256344 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:18,892 : INFO : EPOCH 10 - PROGRESS: at 82.87% examples, 256316 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:19,912 : INFO : EPOCH 10 - PROGRESS: at 83.18% examples, 256225 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:20,912 : INFO : EPOCH 10 - PROGRESS: at 83.59% examples, 256184 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:21,936 : INFO : EPOCH 10 - PROGRESS: at 83.95% examples, 256124 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:22,950 : INFO : EPOCH 10 - PROGRESS: at 84.24% examples, 255942 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:24,012 : INFO : EPOCH 10 - PROGRESS: at 84.57% examples, 255730 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:25,037 : INFO : EPOCH 10 - PROGRESS: at 85.08% examples, 255630 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:26,055 : INFO : EPOCH 10 - PROGRESS: at 85.52% examples, 255656 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:27,078 : INFO : EPOCH 10 - PROGRESS: at 85.87% examples, 255591 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:28,090 : INFO : EPOCH 10 - PROGRESS: at 86.31% examples, 255620 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:29,108 : INFO : EPOCH 10 - PROGRESS: at 86.56% examples, 255560 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:30,129 : INFO : EPOCH 10 - PROGRESS: at 86.91% examples, 255574 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:31,135 : INFO : EPOCH 10 - PROGRESS: at 87.37% examples, 255551 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:32,141 : INFO : EPOCH 10 - PROGRESS: at 87.83% examples, 255550 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:33,151 : INFO : EPOCH 10 - PROGRESS: at 88.23% examples, 255557 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:34,160 : INFO : EPOCH 10 - PROGRESS: at 88.84% examples, 255573 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:35,172 : INFO : EPOCH 10 - PROGRESS: at 89.11% examples, 255583 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:36,180 : INFO : EPOCH 10 - PROGRESS: at 89.27% examples, 255718 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:37,191 : INFO : EPOCH 10 - PROGRESS: at 89.73% examples, 255716 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:38,198 : INFO : EPOCH 10 - PROGRESS: at 90.07% examples, 255697 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:39,201 : INFO : EPOCH 10 - PROGRESS: at 90.66% examples, 255702 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:40,238 : INFO : EPOCH 10 - PROGRESS: at 91.05% examples, 255680 words/s, in_qsize 8, out_qsize 0
2020-08-16 06:00:41,243 : INFO : EPOCH 10 - PROGRESS: at 91.45% examples, 255686 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:42,283 : INFO : EPOCH 10 - PROGRESS: at 91.98% examples, 255657 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:43,299 : INFO : EPOCH 10 - PROGRESS: at 92.38% examples, 255638 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:44,315 : INFO : EPOCH 10 - PROGRESS: at 92.80% examples, 255644 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:45,351 : INFO : EPOCH 10 - PROGRESS: at 93.17% examples, 255599 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:46,359 : INFO : EPOCH 10 - PROGRESS: at 93.58% examples, 255592 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:47,363 : INFO : EPOCH 10 - PROGRESS: at 94.08% examples, 255610 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:48,388 : INFO : EPOCH 10 - PROGRESS: at 94.49% examples, 255592 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:49,388 : INFO : EPOCH 10 - PROGRESS: at 95.02% examples, 255618 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:50,397 : INFO : EPOCH 10 - PROGRESS: at 95.37% examples, 255605 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:51,401 : INFO : EPOCH 10 - PROGRESS: at 95.65% examples, 255581 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:52,436 : INFO : EPOCH 10 - PROGRESS: at 96.06% examples, 255541 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:53,452 : INFO : EPOCH 10 - PROGRESS: at 96.46% examples, 255552 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:54,513 : INFO : EPOCH 10 - PROGRESS: at 96.88% examples, 255506 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:55,542 : INFO : EPOCH 10 - PROGRESS: at 97.41% examples, 255515 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:56,546 : INFO : EPOCH 10 - PROGRESS: at 97.93% examples, 255518 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:57,550 : INFO : EPOCH 10 - PROGRESS: at 98.39% examples, 255506 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:58,557 : INFO : EPOCH 10 - PROGRESS: at 98.75% examples, 255505 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:00:59,561 : INFO : EPOCH 10 - PROGRESS: at 99.18% examples, 255521 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:00,577 : INFO : EPOCH 10 - PROGRESS: at 99.69% examples, 255470 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:01,129 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 06:01:01,136 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 06:01:01,151 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 06:01:01,183 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 06:01:01,184 : INFO : EPOCH - 10 : training on 85855864 raw words (59161847 effective words) took 231.6s, 255491 effective words/s
2020-08-16 06:01:02,202 : INFO : EPOCH 11 - PROGRESS: at 0.61% examples, 238728 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:03,225 : INFO : EPOCH 11 - PROGRESS: at 1.06% examples, 247583 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:04,245 : INFO : EPOCH 11 - PROGRESS: at 1.36% examples, 249529 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:05,300 : INFO : EPOCH 11 - PROGRESS: at 1.72% examples, 248717 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:06,306 : INFO : EPOCH 11 - PROGRESS: at 2.11% examples, 250412 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:07,323 : INFO : EPOCH 11 - PROGRESS: at 2.51% examples, 250990 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:08,339 : INFO : EPOCH 11 - PROGRESS: at 2.83% examples, 251400 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:09,387 : INFO : EPOCH 11 - PROGRESS: at 3.32% examples, 251308 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:10,387 : INFO : EPOCH 11 - PROGRESS: at 3.70% examples, 252171 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:11,435 : INFO : EPOCH 11 - PROGRESS: at 4.10% examples, 251466 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:12,448 : INFO : EPOCH 11 - PROGRESS: at 4.58% examples, 252201 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:13,470 : INFO : EPOCH 11 - PROGRESS: at 5.11% examples, 251949 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:14,487 : INFO : EPOCH 11 - PROGRESS: at 5.59% examples, 251826 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:15,487 : INFO : EPOCH 11 - PROGRESS: at 5.99% examples, 252592 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:16,524 : INFO : EPOCH 11 - PROGRESS: at 6.32% examples, 252045 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:17,526 : INFO : EPOCH 11 - PROGRESS: at 7.04% examples, 252631 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:18,531 : INFO : EPOCH 11 - PROGRESS: at 7.78% examples, 252716 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:19,587 : INFO : EPOCH 11 - PROGRESS: at 8.15% examples, 252249 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:20,615 : INFO : EPOCH 11 - PROGRESS: at 8.58% examples, 252210 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:21,623 : INFO : EPOCH 11 - PROGRESS: at 8.95% examples, 252532 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:22,631 : INFO : EPOCH 11 - PROGRESS: at 9.28% examples, 252596 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:23,683 : INFO : EPOCH 11 - PROGRESS: at 9.81% examples, 252509 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:24,720 : INFO : EPOCH 11 - PROGRESS: at 10.39% examples, 252567 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:25,789 : INFO : EPOCH 11 - PROGRESS: at 10.81% examples, 252266 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:26,812 : INFO : EPOCH 11 - PROGRESS: at 11.14% examples, 252481 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:27,858 : INFO : EPOCH 11 - PROGRESS: at 11.71% examples, 252610 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:28,876 : INFO : EPOCH 11 - PROGRESS: at 12.24% examples, 252888 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:29,876 : INFO : EPOCH 11 - PROGRESS: at 12.68% examples, 252789 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:30,909 : INFO : EPOCH 11 - PROGRESS: at 12.87% examples, 253361 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:31,936 : INFO : EPOCH 11 - PROGRESS: at 13.23% examples, 253834 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:32,940 : INFO : EPOCH 11 - PROGRESS: at 13.73% examples, 253818 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:33,951 : INFO : EPOCH 11 - PROGRESS: at 14.18% examples, 253780 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:35,019 : INFO : EPOCH 11 - PROGRESS: at 14.99% examples, 253795 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:36,034 : INFO : EPOCH 11 - PROGRESS: at 17.30% examples, 255304 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:37,071 : INFO : EPOCH 11 - PROGRESS: at 18.24% examples, 255621 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:38,096 : INFO : EPOCH 11 - PROGRESS: at 18.75% examples, 255450 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:39,096 : INFO : EPOCH 11 - PROGRESS: at 19.44% examples, 256068 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:40,122 : INFO : EPOCH 11 - PROGRESS: at 20.03% examples, 256014 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:41,157 : INFO : EPOCH 11 - PROGRESS: at 20.47% examples, 256120 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:42,197 : INFO : EPOCH 11 - PROGRESS: at 20.83% examples, 255976 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:43,207 : INFO : EPOCH 11 - PROGRESS: at 21.19% examples, 255907 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:44,208 : INFO : EPOCH 11 - PROGRESS: at 21.62% examples, 255837 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:45,214 : INFO : EPOCH 11 - PROGRESS: at 22.01% examples, 255655 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:46,295 : INFO : EPOCH 11 - PROGRESS: at 22.28% examples, 255668 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:47,346 : INFO : EPOCH 11 - PROGRESS: at 23.00% examples, 255662 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:48,372 : INFO : EPOCH 11 - PROGRESS: at 23.51% examples, 255747 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:49,383 : INFO : EPOCH 11 - PROGRESS: at 23.86% examples, 255679 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:50,395 : INFO : EPOCH 11 - PROGRESS: at 24.34% examples, 255600 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:51,406 : INFO : EPOCH 11 - PROGRESS: at 24.79% examples, 255602 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:52,424 : INFO : EPOCH 11 - PROGRESS: at 25.29% examples, 255415 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:53,469 : INFO : EPOCH 11 - PROGRESS: at 25.88% examples, 255381 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:54,494 : INFO : EPOCH 11 - PROGRESS: at 26.27% examples, 255267 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:55,518 : INFO : EPOCH 11 - PROGRESS: at 26.92% examples, 255287 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:56,525 : INFO : EPOCH 11 - PROGRESS: at 27.35% examples, 255232 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:57,531 : INFO : EPOCH 11 - PROGRESS: at 27.77% examples, 255095 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:58,531 : INFO : EPOCH 11 - PROGRESS: at 28.02% examples, 255275 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:01:59,538 : INFO : EPOCH 11 - PROGRESS: at 28.51% examples, 255267 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:00,563 : INFO : EPOCH 11 - PROGRESS: at 29.06% examples, 255256 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:01,604 : INFO : EPOCH 11 - PROGRESS: at 29.53% examples, 255128 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:02,605 : INFO : EPOCH 11 - PROGRESS: at 30.17% examples, 255270 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:03,654 : INFO : EPOCH 11 - PROGRESS: at 30.54% examples, 255107 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:04,664 : INFO : EPOCH 11 - PROGRESS: at 30.95% examples, 255025 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:05,685 : INFO : EPOCH 11 - PROGRESS: at 31.55% examples, 255063 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:06,715 : INFO : EPOCH 11 - PROGRESS: at 31.96% examples, 254962 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:07,770 : INFO : EPOCH 11 - PROGRESS: at 32.50% examples, 254959 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:08,818 : INFO : EPOCH 11 - PROGRESS: at 33.17% examples, 254965 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:09,850 : INFO : EPOCH 11 - PROGRESS: at 33.75% examples, 254959 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:10,877 : INFO : EPOCH 11 - PROGRESS: at 34.21% examples, 255066 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:11,883 : INFO : EPOCH 11 - PROGRESS: at 34.61% examples, 255094 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:12,904 : INFO : EPOCH 11 - PROGRESS: at 35.05% examples, 255063 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:13,924 : INFO : EPOCH 11 - PROGRESS: at 35.50% examples, 254926 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:14,964 : INFO : EPOCH 11 - PROGRESS: at 35.96% examples, 254980 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:15,975 : INFO : EPOCH 11 - PROGRESS: at 36.32% examples, 254991 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:16,981 : INFO : EPOCH 11 - PROGRESS: at 36.83% examples, 255085 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:17,990 : INFO : EPOCH 11 - PROGRESS: at 37.39% examples, 255059 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:19,046 : INFO : EPOCH 11 - PROGRESS: at 37.88% examples, 255028 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:20,048 : INFO : EPOCH 11 - PROGRESS: at 38.29% examples, 255052 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:21,074 : INFO : EPOCH 11 - PROGRESS: at 38.69% examples, 254987 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:22,078 : INFO : EPOCH 11 - PROGRESS: at 39.17% examples, 255030 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:23,099 : INFO : EPOCH 11 - PROGRESS: at 39.77% examples, 255218 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:24,101 : INFO : EPOCH 11 - PROGRESS: at 40.23% examples, 255085 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:25,141 : INFO : EPOCH 11 - PROGRESS: at 40.69% examples, 255061 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:26,147 : INFO : EPOCH 11 - PROGRESS: at 41.19% examples, 255083 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:27,186 : INFO : EPOCH 11 - PROGRESS: at 41.64% examples, 254980 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:28,219 : INFO : EPOCH 11 - PROGRESS: at 42.06% examples, 254973 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:29,234 : INFO : EPOCH 11 - PROGRESS: at 42.60% examples, 254961 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:30,244 : INFO : EPOCH 11 - PROGRESS: at 43.19% examples, 255018 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:31,287 : INFO : EPOCH 11 - PROGRESS: at 43.77% examples, 254944 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:32,294 : INFO : EPOCH 11 - PROGRESS: at 44.40% examples, 254968 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:33,303 : INFO : EPOCH 11 - PROGRESS: at 44.80% examples, 254977 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:34,363 : INFO : EPOCH 11 - PROGRESS: at 45.32% examples, 254891 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:35,374 : INFO : EPOCH 11 - PROGRESS: at 45.71% examples, 254910 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:36,384 : INFO : EPOCH 11 - PROGRESS: at 46.13% examples, 254933 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:37,397 : INFO : EPOCH 11 - PROGRESS: at 46.59% examples, 254886 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:38,424 : INFO : EPOCH 11 - PROGRESS: at 47.13% examples, 254844 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:39,439 : INFO : EPOCH 11 - PROGRESS: at 47.79% examples, 254833 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:40,440 : INFO : EPOCH 11 - PROGRESS: at 48.29% examples, 254826 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:41,441 : INFO : EPOCH 11 - PROGRESS: at 48.75% examples, 254835 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:42,455 : INFO : EPOCH 11 - PROGRESS: at 49.16% examples, 254847 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:43,465 : INFO : EPOCH 11 - PROGRESS: at 49.62% examples, 254790 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:44,508 : INFO : EPOCH 11 - PROGRESS: at 50.04% examples, 254794 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:45,606 : INFO : EPOCH 11 - PROGRESS: at 50.55% examples, 254746 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:46,623 : INFO : EPOCH 11 - PROGRESS: at 51.07% examples, 254800 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:47,656 : INFO : EPOCH 11 - PROGRESS: at 51.57% examples, 254733 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:48,678 : INFO : EPOCH 11 - PROGRESS: at 52.06% examples, 254758 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:49,686 : INFO : EPOCH 11 - PROGRESS: at 52.77% examples, 254821 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:50,694 : INFO : EPOCH 11 - PROGRESS: at 53.47% examples, 255025 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:51,702 : INFO : EPOCH 11 - PROGRESS: at 54.12% examples, 255168 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:52,720 : INFO : EPOCH 11 - PROGRESS: at 54.82% examples, 255349 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:53,742 : INFO : EPOCH 11 - PROGRESS: at 55.17% examples, 255314 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:54,761 : INFO : EPOCH 11 - PROGRESS: at 55.71% examples, 255365 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:55,829 : INFO : EPOCH 11 - PROGRESS: at 56.24% examples, 255315 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:56,844 : INFO : EPOCH 11 - PROGRESS: at 56.73% examples, 255288 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:57,872 : INFO : EPOCH 11 - PROGRESS: at 57.07% examples, 255315 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:58,918 : INFO : EPOCH 11 - PROGRESS: at 57.45% examples, 255256 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:02:59,945 : INFO : EPOCH 11 - PROGRESS: at 57.83% examples, 255240 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:00,954 : INFO : EPOCH 11 - PROGRESS: at 58.24% examples, 255208 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:01,959 : INFO : EPOCH 11 - PROGRESS: at 58.61% examples, 255253 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:03,003 : INFO : EPOCH 11 - PROGRESS: at 59.05% examples, 255196 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:04,059 : INFO : EPOCH 11 - PROGRESS: at 59.41% examples, 255149 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:05,088 : INFO : EPOCH 11 - PROGRESS: at 60.02% examples, 255154 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:06,098 : INFO : EPOCH 11 - PROGRESS: at 60.26% examples, 255109 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:07,118 : INFO : EPOCH 11 - PROGRESS: at 60.65% examples, 255091 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:08,149 : INFO : EPOCH 11 - PROGRESS: at 60.94% examples, 255027 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:09,156 : INFO : EPOCH 11 - PROGRESS: at 61.25% examples, 255028 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:10,198 : INFO : EPOCH 11 - PROGRESS: at 61.57% examples, 255023 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:11,200 : INFO : EPOCH 11 - PROGRESS: at 61.91% examples, 255051 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:12,263 : INFO : EPOCH 11 - PROGRESS: at 62.55% examples, 255148 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:13,306 : INFO : EPOCH 11 - PROGRESS: at 63.20% examples, 255382 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:14,321 : INFO : EPOCH 11 - PROGRESS: at 63.83% examples, 255613 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:15,328 : INFO : EPOCH 11 - PROGRESS: at 64.28% examples, 255584 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:16,332 : INFO : EPOCH 11 - PROGRESS: at 64.61% examples, 255597 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:17,350 : INFO : EPOCH 11 - PROGRESS: at 64.87% examples, 255606 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:18,353 : INFO : EPOCH 11 - PROGRESS: at 65.19% examples, 255594 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:19,391 : INFO : EPOCH 11 - PROGRESS: at 65.60% examples, 255560 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:20,400 : INFO : EPOCH 11 - PROGRESS: at 66.03% examples, 255574 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:21,408 : INFO : EPOCH 11 - PROGRESS: at 66.56% examples, 255629 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:22,423 : INFO : EPOCH 11 - PROGRESS: at 67.26% examples, 255869 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:23,430 : INFO : EPOCH 11 - PROGRESS: at 67.65% examples, 255887 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:24,439 : INFO : EPOCH 11 - PROGRESS: at 68.00% examples, 255855 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:25,446 : INFO : EPOCH 11 - PROGRESS: at 68.16% examples, 255977 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:26,452 : INFO : EPOCH 11 - PROGRESS: at 68.37% examples, 255999 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:27,459 : INFO : EPOCH 11 - PROGRESS: at 68.67% examples, 255996 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:28,501 : INFO : EPOCH 11 - PROGRESS: at 69.10% examples, 255931 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:29,515 : INFO : EPOCH 11 - PROGRESS: at 69.44% examples, 255963 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:30,551 : INFO : EPOCH 11 - PROGRESS: at 69.79% examples, 255904 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:31,556 : INFO : EPOCH 11 - PROGRESS: at 70.06% examples, 255890 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:32,612 : INFO : EPOCH 11 - PROGRESS: at 70.36% examples, 255838 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:33,618 : INFO : EPOCH 11 - PROGRESS: at 70.72% examples, 255861 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:34,620 : INFO : EPOCH 11 - PROGRESS: at 71.03% examples, 255865 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:35,626 : INFO : EPOCH 11 - PROGRESS: at 71.50% examples, 255873 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:36,676 : INFO : EPOCH 11 - PROGRESS: at 71.75% examples, 255759 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:37,690 : INFO : EPOCH 11 - PROGRESS: at 72.00% examples, 255771 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:38,700 : INFO : EPOCH 11 - PROGRESS: at 72.24% examples, 255676 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:39,733 : INFO : EPOCH 11 - PROGRESS: at 72.47% examples, 255556 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:40,757 : INFO : EPOCH 11 - PROGRESS: at 72.69% examples, 255537 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:41,762 : INFO : EPOCH 11 - PROGRESS: at 72.86% examples, 255450 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:42,764 : INFO : EPOCH 11 - PROGRESS: at 73.09% examples, 255242 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:43,797 : INFO : EPOCH 11 - PROGRESS: at 73.28% examples, 254999 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:44,799 : INFO : EPOCH 11 - PROGRESS: at 73.54% examples, 254832 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:45,845 : INFO : EPOCH 11 - PROGRESS: at 73.75% examples, 254749 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:46,850 : INFO : EPOCH 11 - PROGRESS: at 73.99% examples, 254777 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:47,855 : INFO : EPOCH 11 - PROGRESS: at 74.23% examples, 254798 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:48,860 : INFO : EPOCH 11 - PROGRESS: at 74.47% examples, 254755 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:49,878 : INFO : EPOCH 11 - PROGRESS: at 74.70% examples, 254713 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:50,902 : INFO : EPOCH 11 - PROGRESS: at 74.88% examples, 254718 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:51,940 : INFO : EPOCH 11 - PROGRESS: at 75.23% examples, 254717 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:52,978 : INFO : EPOCH 11 - PROGRESS: at 75.65% examples, 254668 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:53,998 : INFO : EPOCH 11 - PROGRESS: at 76.00% examples, 254672 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:55,007 : INFO : EPOCH 11 - PROGRESS: at 76.26% examples, 254707 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:56,029 : INFO : EPOCH 11 - PROGRESS: at 76.75% examples, 254697 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:57,100 : INFO : EPOCH 11 - PROGRESS: at 77.27% examples, 254678 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:58,101 : INFO : EPOCH 11 - PROGRESS: at 77.68% examples, 254690 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:03:59,107 : INFO : EPOCH 11 - PROGRESS: at 77.99% examples, 254675 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:00,117 : INFO : EPOCH 11 - PROGRESS: at 78.36% examples, 254711 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:01,131 : INFO : EPOCH 11 - PROGRESS: at 78.71% examples, 254684 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:02,165 : INFO : EPOCH 11 - PROGRESS: at 79.11% examples, 254625 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:03,190 : INFO : EPOCH 11 - PROGRESS: at 79.56% examples, 254689 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:04,257 : INFO : EPOCH 11 - PROGRESS: at 79.86% examples, 254725 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:05,266 : INFO : EPOCH 11 - PROGRESS: at 80.32% examples, 254765 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:06,283 : INFO : EPOCH 11 - PROGRESS: at 80.76% examples, 254745 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:07,323 : INFO : EPOCH 11 - PROGRESS: at 81.12% examples, 254735 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:08,398 : INFO : EPOCH 11 - PROGRESS: at 81.52% examples, 254738 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:09,464 : INFO : EPOCH 11 - PROGRESS: at 81.98% examples, 254751 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:10,508 : INFO : EPOCH 11 - PROGRESS: at 82.41% examples, 254789 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:11,554 : INFO : EPOCH 11 - PROGRESS: at 82.85% examples, 254780 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:12,559 : INFO : EPOCH 11 - PROGRESS: at 83.18% examples, 254824 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:13,564 : INFO : EPOCH 11 - PROGRESS: at 83.61% examples, 254816 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:14,588 : INFO : EPOCH 11 - PROGRESS: at 83.96% examples, 254763 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:15,605 : INFO : EPOCH 11 - PROGRESS: at 84.34% examples, 254804 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:16,615 : INFO : EPOCH 11 - PROGRESS: at 84.76% examples, 254800 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:17,661 : INFO : EPOCH 11 - PROGRESS: at 85.26% examples, 254800 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:18,676 : INFO : EPOCH 11 - PROGRESS: at 85.69% examples, 254829 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:19,731 : INFO : EPOCH 11 - PROGRESS: at 86.08% examples, 254761 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:20,749 : INFO : EPOCH 11 - PROGRESS: at 86.43% examples, 254784 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:21,766 : INFO : EPOCH 11 - PROGRESS: at 86.73% examples, 254774 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:22,793 : INFO : EPOCH 11 - PROGRESS: at 87.08% examples, 254742 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:23,808 : INFO : EPOCH 11 - PROGRESS: at 87.58% examples, 254756 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:24,810 : INFO : EPOCH 11 - PROGRESS: at 88.00% examples, 254760 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:25,839 : INFO : EPOCH 11 - PROGRESS: at 88.51% examples, 254714 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:26,874 : INFO : EPOCH 11 - PROGRESS: at 89.00% examples, 254750 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:27,905 : INFO : EPOCH 11 - PROGRESS: at 89.18% examples, 254846 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:28,926 : INFO : EPOCH 11 - PROGRESS: at 89.51% examples, 254908 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:29,937 : INFO : EPOCH 11 - PROGRESS: at 89.92% examples, 254906 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:30,937 : INFO : EPOCH 11 - PROGRESS: at 90.43% examples, 254897 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:31,973 : INFO : EPOCH 11 - PROGRESS: at 90.87% examples, 254878 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:33,013 : INFO : EPOCH 11 - PROGRESS: at 91.28% examples, 254871 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:34,029 : INFO : EPOCH 11 - PROGRESS: at 91.78% examples, 254869 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:35,062 : INFO : EPOCH 11 - PROGRESS: at 92.19% examples, 254858 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:36,067 : INFO : EPOCH 11 - PROGRESS: at 92.55% examples, 254839 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:37,069 : INFO : EPOCH 11 - PROGRESS: at 92.99% examples, 254834 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:38,077 : INFO : EPOCH 11 - PROGRESS: at 93.46% examples, 254820 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:39,146 : INFO : EPOCH 11 - PROGRESS: at 93.86% examples, 254784 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:40,155 : INFO : EPOCH 11 - PROGRESS: at 94.26% examples, 254811 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:41,184 : INFO : EPOCH 11 - PROGRESS: at 94.77% examples, 254808 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:42,207 : INFO : EPOCH 11 - PROGRESS: at 95.21% examples, 254808 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:43,256 : INFO : EPOCH 11 - PROGRESS: at 95.56% examples, 254780 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:44,279 : INFO : EPOCH 11 - PROGRESS: at 95.93% examples, 254758 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:45,364 : INFO : EPOCH 11 - PROGRESS: at 96.30% examples, 254732 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:46,366 : INFO : EPOCH 11 - PROGRESS: at 96.68% examples, 254720 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:47,375 : INFO : EPOCH 11 - PROGRESS: at 97.15% examples, 254712 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:48,417 : INFO : EPOCH 11 - PROGRESS: at 97.70% examples, 254714 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:49,418 : INFO : EPOCH 11 - PROGRESS: at 98.19% examples, 254731 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:50,426 : INFO : EPOCH 11 - PROGRESS: at 98.62% examples, 254712 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:51,428 : INFO : EPOCH 11 - PROGRESS: at 99.03% examples, 254721 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:52,440 : INFO : EPOCH 11 - PROGRESS: at 99.47% examples, 254694 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:53,422 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 06:04:53,436 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 06:04:53,444 : INFO : EPOCH 11 - PROGRESS: at 99.98% examples, 254703 words/s, in_qsize 1, out_qsize 1
2020-08-16 06:04:53,445 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 06:04:53,481 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 06:04:53,482 : INFO : EPOCH - 11 : training on 85855864 raw words (59162143 effective words) took 232.3s, 254689 effective words/s
2020-08-16 06:04:54,498 : INFO : EPOCH 12 - PROGRESS: at 0.61% examples, 240871 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:55,516 : INFO : EPOCH 12 - PROGRESS: at 1.06% examples, 248774 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:56,531 : INFO : EPOCH 12 - PROGRESS: at 1.36% examples, 250800 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:57,541 : INFO : EPOCH 12 - PROGRESS: at 1.72% examples, 251181 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:58,589 : INFO : EPOCH 12 - PROGRESS: at 2.10% examples, 249980 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:04:59,595 : INFO : EPOCH 12 - PROGRESS: at 2.49% examples, 249970 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:00,617 : INFO : EPOCH 12 - PROGRESS: at 2.82% examples, 251234 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:01,623 : INFO : EPOCH 12 - PROGRESS: at 3.29% examples, 251694 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:02,645 : INFO : EPOCH 12 - PROGRESS: at 3.66% examples, 251072 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:03,663 : INFO : EPOCH 12 - PROGRESS: at 4.06% examples, 251119 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:04,688 : INFO : EPOCH 12 - PROGRESS: at 4.56% examples, 251949 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:05,691 : INFO : EPOCH 12 - PROGRESS: at 5.07% examples, 251939 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:06,702 : INFO : EPOCH 12 - PROGRESS: at 5.55% examples, 251901 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:07,752 : INFO : EPOCH 12 - PROGRESS: at 5.97% examples, 251961 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:08,758 : INFO : EPOCH 12 - PROGRESS: at 6.30% examples, 251981 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:09,761 : INFO : EPOCH 12 - PROGRESS: at 6.95% examples, 252519 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:10,769 : INFO : EPOCH 12 - PROGRESS: at 7.74% examples, 252364 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:11,785 : INFO : EPOCH 12 - PROGRESS: at 8.10% examples, 252174 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:12,810 : INFO : EPOCH 12 - PROGRESS: at 8.53% examples, 252127 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:13,818 : INFO : EPOCH 12 - PROGRESS: at 8.91% examples, 252191 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:14,820 : INFO : EPOCH 12 - PROGRESS: at 9.24% examples, 252276 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:15,840 : INFO : EPOCH 12 - PROGRESS: at 9.70% examples, 252656 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:16,852 : INFO : EPOCH 12 - PROGRESS: at 10.34% examples, 252752 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:17,866 : INFO : EPOCH 12 - PROGRESS: at 10.77% examples, 252414 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:18,875 : INFO : EPOCH 12 - PROGRESS: at 11.06% examples, 252532 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:19,932 : INFO : EPOCH 12 - PROGRESS: at 11.56% examples, 252576 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:20,958 : INFO : EPOCH 12 - PROGRESS: at 12.19% examples, 252864 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:21,964 : INFO : EPOCH 12 - PROGRESS: at 12.57% examples, 252795 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:22,976 : INFO : EPOCH 12 - PROGRESS: at 12.84% examples, 253302 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:23,993 : INFO : EPOCH 12 - PROGRESS: at 13.13% examples, 253829 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:25,020 : INFO : EPOCH 12 - PROGRESS: at 13.63% examples, 253827 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:26,034 : INFO : EPOCH 12 - PROGRESS: at 14.07% examples, 253800 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:27,045 : INFO : EPOCH 12 - PROGRESS: at 14.51% examples, 253821 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:28,077 : INFO : EPOCH 12 - PROGRESS: at 16.54% examples, 254892 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:29,091 : INFO : EPOCH 12 - PROGRESS: at 18.14% examples, 255838 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:30,100 : INFO : EPOCH 12 - PROGRESS: at 18.59% examples, 255834 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:31,120 : INFO : EPOCH 12 - PROGRESS: at 19.25% examples, 255840 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:32,134 : INFO : EPOCH 12 - PROGRESS: at 19.91% examples, 256320 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:33,143 : INFO : EPOCH 12 - PROGRESS: at 20.38% examples, 256228 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:34,158 : INFO : EPOCH 12 - PROGRESS: at 20.74% examples, 256227 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:35,210 : INFO : EPOCH 12 - PROGRESS: at 21.07% examples, 255957 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:36,258 : INFO : EPOCH 12 - PROGRESS: at 21.50% examples, 255917 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:37,267 : INFO : EPOCH 12 - PROGRESS: at 21.95% examples, 255823 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:38,278 : INFO : EPOCH 12 - PROGRESS: at 22.19% examples, 255847 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:39,295 : INFO : EPOCH 12 - PROGRESS: at 22.82% examples, 255781 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:40,302 : INFO : EPOCH 12 - PROGRESS: at 23.26% examples, 255706 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:41,328 : INFO : EPOCH 12 - PROGRESS: at 23.74% examples, 255688 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:42,365 : INFO : EPOCH 12 - PROGRESS: at 24.12% examples, 255579 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:43,409 : INFO : EPOCH 12 - PROGRESS: at 24.66% examples, 255624 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:44,437 : INFO : EPOCH 12 - PROGRESS: at 25.19% examples, 255642 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:45,451 : INFO : EPOCH 12 - PROGRESS: at 25.69% examples, 255459 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:46,526 : INFO : EPOCH 12 - PROGRESS: at 26.19% examples, 255381 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:47,531 : INFO : EPOCH 12 - PROGRESS: at 26.78% examples, 255554 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:48,532 : INFO : EPOCH 12 - PROGRESS: at 27.24% examples, 255291 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:49,587 : INFO : EPOCH 12 - PROGRESS: at 27.70% examples, 255212 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:50,614 : INFO : EPOCH 12 - PROGRESS: at 27.93% examples, 255390 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:51,652 : INFO : EPOCH 12 - PROGRESS: at 28.45% examples, 255313 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:52,655 : INFO : EPOCH 12 - PROGRESS: at 28.96% examples, 255343 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:53,689 : INFO : EPOCH 12 - PROGRESS: at 29.46% examples, 255190 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:54,723 : INFO : EPOCH 12 - PROGRESS: at 30.08% examples, 255232 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:55,756 : INFO : EPOCH 12 - PROGRESS: at 30.48% examples, 255141 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:56,778 : INFO : EPOCH 12 - PROGRESS: at 30.88% examples, 255146 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:57,791 : INFO : EPOCH 12 - PROGRESS: at 31.41% examples, 255095 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:58,798 : INFO : EPOCH 12 - PROGRESS: at 31.90% examples, 255057 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:05:59,800 : INFO : EPOCH 12 - PROGRESS: at 32.39% examples, 255080 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:00,812 : INFO : EPOCH 12 - PROGRESS: at 32.98% examples, 254992 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:01,835 : INFO : EPOCH 12 - PROGRESS: at 33.65% examples, 255048 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:02,839 : INFO : EPOCH 12 - PROGRESS: at 34.08% examples, 255127 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:03,843 : INFO : EPOCH 12 - PROGRESS: at 34.46% examples, 255068 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:04,859 : INFO : EPOCH 12 - PROGRESS: at 34.92% examples, 255170 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:05,862 : INFO : EPOCH 12 - PROGRESS: at 35.37% examples, 255111 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:06,912 : INFO : EPOCH 12 - PROGRESS: at 35.81% examples, 255019 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:07,921 : INFO : EPOCH 12 - PROGRESS: at 36.23% examples, 255130 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:08,922 : INFO : EPOCH 12 - PROGRESS: at 36.66% examples, 255089 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:09,951 : INFO : EPOCH 12 - PROGRESS: at 37.22% examples, 255093 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:10,991 : INFO : EPOCH 12 - PROGRESS: at 37.77% examples, 255119 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:12,004 : INFO : EPOCH 12 - PROGRESS: at 38.17% examples, 255117 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:13,037 : INFO : EPOCH 12 - PROGRESS: at 38.58% examples, 255091 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:14,053 : INFO : EPOCH 12 - PROGRESS: at 39.03% examples, 255050 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:15,063 : INFO : EPOCH 12 - PROGRESS: at 39.62% examples, 255237 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:16,072 : INFO : EPOCH 12 - PROGRESS: at 40.06% examples, 255153 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:17,108 : INFO : EPOCH 12 - PROGRESS: at 40.61% examples, 255098 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:18,145 : INFO : EPOCH 12 - PROGRESS: at 41.01% examples, 255036 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:19,152 : INFO : EPOCH 12 - PROGRESS: at 41.51% examples, 255068 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:20,174 : INFO : EPOCH 12 - PROGRESS: at 41.93% examples, 255026 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:21,197 : INFO : EPOCH 12 - PROGRESS: at 42.40% examples, 254970 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:22,213 : INFO : EPOCH 12 - PROGRESS: at 43.03% examples, 255032 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:23,258 : INFO : EPOCH 12 - PROGRESS: at 43.56% examples, 254956 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:24,283 : INFO : EPOCH 12 - PROGRESS: at 44.23% examples, 254999 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:25,289 : INFO : EPOCH 12 - PROGRESS: at 44.74% examples, 254977 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:26,320 : INFO : EPOCH 12 - PROGRESS: at 45.15% examples, 254924 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:27,360 : INFO : EPOCH 12 - PROGRESS: at 45.57% examples, 254899 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:28,371 : INFO : EPOCH 12 - PROGRESS: at 45.98% examples, 254903 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:29,401 : INFO : EPOCH 12 - PROGRESS: at 46.44% examples, 254868 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:30,432 : INFO : EPOCH 12 - PROGRESS: at 47.04% examples, 254878 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:31,439 : INFO : EPOCH 12 - PROGRESS: at 47.61% examples, 254916 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:32,449 : INFO : EPOCH 12 - PROGRESS: at 48.13% examples, 254832 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:33,465 : INFO : EPOCH 12 - PROGRESS: at 48.66% examples, 254825 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:34,477 : INFO : EPOCH 12 - PROGRESS: at 49.01% examples, 254786 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:35,513 : INFO : EPOCH 12 - PROGRESS: at 49.51% examples, 254802 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:36,540 : INFO : EPOCH 12 - PROGRESS: at 49.97% examples, 254838 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:37,552 : INFO : EPOCH 12 - PROGRESS: at 50.38% examples, 254797 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:38,600 : INFO : EPOCH 12 - PROGRESS: at 50.90% examples, 254750 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:39,633 : INFO : EPOCH 12 - PROGRESS: at 51.42% examples, 254735 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:40,668 : INFO : EPOCH 12 - PROGRESS: at 51.89% examples, 254747 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:41,673 : INFO : EPOCH 12 - PROGRESS: at 52.51% examples, 254733 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:42,726 : INFO : EPOCH 12 - PROGRESS: at 53.30% examples, 254900 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:43,780 : INFO : EPOCH 12 - PROGRESS: at 53.97% examples, 255065 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:44,841 : INFO : EPOCH 12 - PROGRESS: at 54.66% examples, 255219 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:45,843 : INFO : EPOCH 12 - PROGRESS: at 55.10% examples, 255318 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:46,848 : INFO : EPOCH 12 - PROGRESS: at 55.48% examples, 255264 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:47,860 : INFO : EPOCH 12 - PROGRESS: at 56.15% examples, 255315 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:48,916 : INFO : EPOCH 12 - PROGRESS: at 56.61% examples, 255243 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:49,929 : INFO : EPOCH 12 - PROGRESS: at 56.98% examples, 255227 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:50,947 : INFO : EPOCH 12 - PROGRESS: at 57.36% examples, 255212 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:51,969 : INFO : EPOCH 12 - PROGRESS: at 57.71% examples, 255220 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:52,981 : INFO : EPOCH 12 - PROGRESS: at 58.16% examples, 255225 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:53,983 : INFO : EPOCH 12 - PROGRESS: at 58.55% examples, 255199 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:55,001 : INFO : EPOCH 12 - PROGRESS: at 58.89% examples, 255118 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:56,006 : INFO : EPOCH 12 - PROGRESS: at 59.30% examples, 255110 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:57,015 : INFO : EPOCH 12 - PROGRESS: at 59.87% examples, 255108 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:58,066 : INFO : EPOCH 12 - PROGRESS: at 60.17% examples, 254981 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:06:59,082 : INFO : EPOCH 12 - PROGRESS: at 60.52% examples, 254958 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:00,104 : INFO : EPOCH 12 - PROGRESS: at 60.81% examples, 254830 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:01,119 : INFO : EPOCH 12 - PROGRESS: at 61.11% examples, 254736 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:02,123 : INFO : EPOCH 12 - PROGRESS: at 61.38% examples, 254656 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:03,143 : INFO : EPOCH 12 - PROGRESS: at 61.66% examples, 254297 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:04,203 : INFO : EPOCH 12 - PROGRESS: at 61.99% examples, 253984 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:05,217 : INFO : EPOCH 12 - PROGRESS: at 62.64% examples, 254131 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:06,242 : INFO : EPOCH 12 - PROGRESS: at 63.28% examples, 254347 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:07,254 : INFO : EPOCH 12 - PROGRESS: at 63.86% examples, 254525 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:08,259 : INFO : EPOCH 12 - PROGRESS: at 64.32% examples, 254511 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:09,271 : INFO : EPOCH 12 - PROGRESS: at 64.63% examples, 254549 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:10,354 : INFO : EPOCH 12 - PROGRESS: at 64.89% examples, 254482 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:11,363 : INFO : EPOCH 12 - PROGRESS: at 65.30% examples, 254591 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:12,365 : INFO : EPOCH 12 - PROGRESS: at 65.65% examples, 254581 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:13,398 : INFO : EPOCH 12 - PROGRESS: at 66.10% examples, 254568 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:14,408 : INFO : EPOCH 12 - PROGRESS: at 66.68% examples, 254650 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:15,412 : INFO : EPOCH 12 - PROGRESS: at 67.34% examples, 254896 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:16,446 : INFO : EPOCH 12 - PROGRESS: at 67.72% examples, 254861 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:17,477 : INFO : EPOCH 12 - PROGRESS: at 68.05% examples, 254806 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:18,485 : INFO : EPOCH 12 - PROGRESS: at 68.18% examples, 254951 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:19,518 : INFO : EPOCH 12 - PROGRESS: at 68.42% examples, 255008 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:20,537 : INFO : EPOCH 12 - PROGRESS: at 68.73% examples, 254973 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:21,566 : INFO : EPOCH 12 - PROGRESS: at 69.16% examples, 254956 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:22,576 : INFO : EPOCH 12 - PROGRESS: at 69.51% examples, 254942 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:23,577 : INFO : EPOCH 12 - PROGRESS: at 69.84% examples, 254901 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:24,605 : INFO : EPOCH 12 - PROGRESS: at 70.11% examples, 254870 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:25,619 : INFO : EPOCH 12 - PROGRESS: at 70.46% examples, 254902 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:26,680 : INFO : EPOCH 12 - PROGRESS: at 70.77% examples, 254835 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:27,694 : INFO : EPOCH 12 - PROGRESS: at 71.09% examples, 254875 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:28,701 : INFO : EPOCH 12 - PROGRESS: at 71.56% examples, 254840 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:29,704 : INFO : EPOCH 12 - PROGRESS: at 71.81% examples, 254849 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:30,719 : INFO : EPOCH 12 - PROGRESS: at 72.05% examples, 254820 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:31,726 : INFO : EPOCH 12 - PROGRESS: at 72.28% examples, 254788 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:32,736 : INFO : EPOCH 12 - PROGRESS: at 72.53% examples, 254789 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:33,752 : INFO : EPOCH 12 - PROGRESS: at 72.74% examples, 254736 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:34,754 : INFO : EPOCH 12 - PROGRESS: at 72.92% examples, 254711 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:35,773 : INFO : EPOCH 12 - PROGRESS: at 73.19% examples, 254737 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:36,779 : INFO : EPOCH 12 - PROGRESS: at 73.42% examples, 254718 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:37,806 : INFO : EPOCH 12 - PROGRESS: at 73.67% examples, 254699 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:38,820 : INFO : EPOCH 12 - PROGRESS: at 73.91% examples, 254687 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:39,828 : INFO : EPOCH 12 - PROGRESS: at 74.14% examples, 254676 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:40,856 : INFO : EPOCH 12 - PROGRESS: at 74.39% examples, 254655 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:41,870 : INFO : EPOCH 12 - PROGRESS: at 74.63% examples, 254640 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:42,898 : INFO : EPOCH 12 - PROGRESS: at 74.82% examples, 254644 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:43,913 : INFO : EPOCH 12 - PROGRESS: at 75.09% examples, 254686 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:44,922 : INFO : EPOCH 12 - PROGRESS: at 75.50% examples, 254628 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:45,975 : INFO : EPOCH 12 - PROGRESS: at 75.91% examples, 254621 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:46,996 : INFO : EPOCH 12 - PROGRESS: at 76.18% examples, 254645 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:48,033 : INFO : EPOCH 12 - PROGRESS: at 76.58% examples, 254619 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:49,041 : INFO : EPOCH 12 - PROGRESS: at 77.07% examples, 254658 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:50,055 : INFO : EPOCH 12 - PROGRESS: at 77.55% examples, 254648 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:51,063 : INFO : EPOCH 12 - PROGRESS: at 77.88% examples, 254627 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:52,094 : INFO : EPOCH 12 - PROGRESS: at 78.21% examples, 254601 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:53,127 : INFO : EPOCH 12 - PROGRESS: at 78.60% examples, 254596 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:54,162 : INFO : EPOCH 12 - PROGRESS: at 78.96% examples, 254571 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:55,166 : INFO : EPOCH 12 - PROGRESS: at 79.41% examples, 254663 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:56,166 : INFO : EPOCH 12 - PROGRESS: at 79.78% examples, 254653 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:57,168 : INFO : EPOCH 12 - PROGRESS: at 80.13% examples, 254690 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:58,181 : INFO : EPOCH 12 - PROGRESS: at 80.57% examples, 254674 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:07:59,191 : INFO : EPOCH 12 - PROGRESS: at 80.99% examples, 254686 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:00,196 : INFO : EPOCH 12 - PROGRESS: at 81.32% examples, 254660 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:01,271 : INFO : EPOCH 12 - PROGRESS: at 81.77% examples, 254678 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:02,330 : INFO : EPOCH 12 - PROGRESS: at 82.22% examples, 254699 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:03,337 : INFO : EPOCH 12 - PROGRESS: at 82.65% examples, 254742 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:04,352 : INFO : EPOCH 12 - PROGRESS: at 83.03% examples, 254716 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:05,357 : INFO : EPOCH 12 - PROGRESS: at 83.37% examples, 254741 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:06,415 : INFO : EPOCH 12 - PROGRESS: at 83.76% examples, 254691 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:07,435 : INFO : EPOCH 12 - PROGRESS: at 84.13% examples, 254703 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:08,438 : INFO : EPOCH 12 - PROGRESS: at 84.50% examples, 254732 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:09,440 : INFO : EPOCH 12 - PROGRESS: at 85.04% examples, 254776 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:10,451 : INFO : EPOCH 12 - PROGRESS: at 85.47% examples, 254722 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:11,475 : INFO : EPOCH 12 - PROGRESS: at 85.82% examples, 254730 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:12,542 : INFO : EPOCH 12 - PROGRESS: at 86.25% examples, 254647 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:13,551 : INFO : EPOCH 12 - PROGRESS: at 86.53% examples, 254666 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:14,556 : INFO : EPOCH 12 - PROGRESS: at 86.86% examples, 254675 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:15,610 : INFO : EPOCH 12 - PROGRESS: at 87.32% examples, 254627 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:16,618 : INFO : EPOCH 12 - PROGRESS: at 87.78% examples, 254640 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:17,685 : INFO : EPOCH 12 - PROGRESS: at 88.19% examples, 254612 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:18,692 : INFO : EPOCH 12 - PROGRESS: at 88.80% examples, 254634 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:19,698 : INFO : EPOCH 12 - PROGRESS: at 89.09% examples, 254707 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:20,706 : INFO : EPOCH 12 - PROGRESS: at 89.22% examples, 254797 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:21,720 : INFO : EPOCH 12 - PROGRESS: at 89.69% examples, 254795 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:22,757 : INFO : EPOCH 12 - PROGRESS: at 90.06% examples, 254784 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:23,790 : INFO : EPOCH 12 - PROGRESS: at 90.65% examples, 254784 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:24,812 : INFO : EPOCH 12 - PROGRESS: at 91.04% examples, 254791 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:25,819 : INFO : EPOCH 12 - PROGRESS: at 91.42% examples, 254759 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:26,836 : INFO : EPOCH 12 - PROGRESS: at 91.94% examples, 254764 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:27,850 : INFO : EPOCH 12 - PROGRESS: at 92.36% examples, 254750 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:28,867 : INFO : EPOCH 12 - PROGRESS: at 92.77% examples, 254730 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:29,913 : INFO : EPOCH 12 - PROGRESS: at 93.15% examples, 254710 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:30,929 : INFO : EPOCH 12 - PROGRESS: at 93.57% examples, 254724 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:31,949 : INFO : EPOCH 12 - PROGRESS: at 94.07% examples, 254696 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:32,970 : INFO : EPOCH 12 - PROGRESS: at 94.47% examples, 254721 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:33,999 : INFO : EPOCH 12 - PROGRESS: at 95.00% examples, 254689 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:35,004 : INFO : EPOCH 12 - PROGRESS: at 95.35% examples, 254692 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:36,008 : INFO : EPOCH 12 - PROGRESS: at 95.64% examples, 254669 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:37,013 : INFO : EPOCH 12 - PROGRESS: at 96.06% examples, 254687 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:38,075 : INFO : EPOCH 12 - PROGRESS: at 96.43% examples, 254619 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:39,082 : INFO : EPOCH 12 - PROGRESS: at 96.85% examples, 254639 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:40,083 : INFO : EPOCH 12 - PROGRESS: at 97.34% examples, 254614 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:41,104 : INFO : EPOCH 12 - PROGRESS: at 97.87% examples, 254612 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:42,105 : INFO : EPOCH 12 - PROGRESS: at 98.33% examples, 254599 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:43,131 : INFO : EPOCH 12 - PROGRESS: at 98.71% examples, 254614 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:44,168 : INFO : EPOCH 12 - PROGRESS: at 99.16% examples, 254595 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:45,174 : INFO : EPOCH 12 - PROGRESS: at 99.67% examples, 254621 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:45,797 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 06:08:45,806 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 06:08:45,819 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 06:08:45,848 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 06:08:45,849 : INFO : EPOCH - 12 : training on 85855864 raw words (59157862 effective words) took 232.4s, 254599 effective words/s
2020-08-16 06:08:46,865 : INFO : EPOCH 13 - PROGRESS: at 0.61% examples, 240001 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:47,866 : INFO : EPOCH 13 - PROGRESS: at 1.04% examples, 247308 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:48,882 : INFO : EPOCH 13 - PROGRESS: at 1.35% examples, 247234 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:49,882 : INFO : EPOCH 13 - PROGRESS: at 1.72% examples, 251268 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:50,884 : INFO : EPOCH 13 - PROGRESS: at 2.07% examples, 250610 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:51,893 : INFO : EPOCH 13 - PROGRESS: at 2.48% examples, 251781 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:52,932 : INFO : EPOCH 13 - PROGRESS: at 2.81% examples, 251019 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:53,940 : INFO : EPOCH 13 - PROGRESS: at 3.26% examples, 251461 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:54,941 : INFO : EPOCH 13 - PROGRESS: at 3.66% examples, 252186 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:55,997 : INFO : EPOCH 13 - PROGRESS: at 4.05% examples, 251090 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:56,998 : INFO : EPOCH 13 - PROGRESS: at 4.55% examples, 252182 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:58,035 : INFO : EPOCH 13 - PROGRESS: at 5.07% examples, 251893 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:08:59,068 : INFO : EPOCH 13 - PROGRESS: at 5.55% examples, 251939 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:00,091 : INFO : EPOCH 13 - PROGRESS: at 5.97% examples, 252444 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:01,094 : INFO : EPOCH 13 - PROGRESS: at 6.29% examples, 252076 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:02,097 : INFO : EPOCH 13 - PROGRESS: at 6.91% examples, 252586 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:03,111 : INFO : EPOCH 13 - PROGRESS: at 7.74% examples, 252703 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:04,133 : INFO : EPOCH 13 - PROGRESS: at 8.10% examples, 252412 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:05,155 : INFO : EPOCH 13 - PROGRESS: at 8.53% examples, 252383 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:06,165 : INFO : EPOCH 13 - PROGRESS: at 8.91% examples, 252403 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:07,187 : INFO : EPOCH 13 - PROGRESS: at 9.25% examples, 252583 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:08,191 : INFO : EPOCH 13 - PROGRESS: at 9.70% examples, 252826 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:09,198 : INFO : EPOCH 13 - PROGRESS: at 10.33% examples, 252674 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:10,200 : INFO : EPOCH 13 - PROGRESS: at 10.76% examples, 252449 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:11,240 : INFO : EPOCH 13 - PROGRESS: at 11.06% examples, 252535 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:12,293 : INFO : EPOCH 13 - PROGRESS: at 11.56% examples, 252621 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:13,315 : INFO : EPOCH 13 - PROGRESS: at 12.19% examples, 252935 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:14,322 : INFO : EPOCH 13 - PROGRESS: at 12.57% examples, 252871 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:15,347 : INFO : EPOCH 13 - PROGRESS: at 12.84% examples, 253257 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:16,361 : INFO : EPOCH 13 - PROGRESS: at 13.13% examples, 253824 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:17,386 : INFO : EPOCH 13 - PROGRESS: at 13.63% examples, 253838 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:18,403 : INFO : EPOCH 13 - PROGRESS: at 14.07% examples, 253768 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:19,423 : INFO : EPOCH 13 - PROGRESS: at 14.51% examples, 253731 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:20,452 : INFO : EPOCH 13 - PROGRESS: at 16.54% examples, 254828 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:21,465 : INFO : EPOCH 13 - PROGRESS: at 18.14% examples, 255782 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:22,465 : INFO : EPOCH 13 - PROGRESS: at 18.56% examples, 255668 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:23,493 : INFO : EPOCH 13 - PROGRESS: at 19.25% examples, 255808 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:24,502 : INFO : EPOCH 13 - PROGRESS: at 19.90% examples, 256149 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:25,520 : INFO : EPOCH 13 - PROGRESS: at 20.38% examples, 256170 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:26,539 : INFO : EPOCH 13 - PROGRESS: at 20.74% examples, 256136 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:27,574 : INFO : EPOCH 13 - PROGRESS: at 21.07% examples, 255973 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:28,637 : INFO : EPOCH 13 - PROGRESS: at 21.50% examples, 255846 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:29,641 : INFO : EPOCH 13 - PROGRESS: at 21.95% examples, 255770 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:30,657 : INFO : EPOCH 13 - PROGRESS: at 22.19% examples, 255764 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:31,670 : INFO : EPOCH 13 - PROGRESS: at 22.82% examples, 255725 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:32,673 : INFO : EPOCH 13 - PROGRESS: at 23.26% examples, 255678 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:33,680 : INFO : EPOCH 13 - PROGRESS: at 23.73% examples, 255628 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:34,747 : INFO : EPOCH 13 - PROGRESS: at 24.12% examples, 255500 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:35,793 : INFO : EPOCH 13 - PROGRESS: at 24.66% examples, 255537 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:36,825 : INFO : EPOCH 13 - PROGRESS: at 25.19% examples, 255534 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:37,838 : INFO : EPOCH 13 - PROGRESS: at 25.69% examples, 255363 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:38,914 : INFO : EPOCH 13 - PROGRESS: at 26.19% examples, 255285 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:39,914 : INFO : EPOCH 13 - PROGRESS: at 26.78% examples, 255470 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:40,916 : INFO : EPOCH 13 - PROGRESS: at 27.24% examples, 255203 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:41,964 : INFO : EPOCH 13 - PROGRESS: at 27.70% examples, 255155 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:43,016 : INFO : EPOCH 13 - PROGRESS: at 27.93% examples, 255228 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:44,030 : INFO : EPOCH 13 - PROGRESS: at 28.45% examples, 255235 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:45,036 : INFO : EPOCH 13 - PROGRESS: at 28.96% examples, 255291 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:46,062 : INFO : EPOCH 13 - PROGRESS: at 29.46% examples, 255175 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:47,098 : INFO : EPOCH 13 - PROGRESS: at 30.08% examples, 255204 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:48,134 : INFO : EPOCH 13 - PROGRESS: at 30.48% examples, 255098 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:49,160 : INFO : EPOCH 13 - PROGRESS: at 30.88% examples, 255093 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:50,167 : INFO : EPOCH 13 - PROGRESS: at 31.41% examples, 255067 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:51,180 : INFO : EPOCH 13 - PROGRESS: at 31.90% examples, 255008 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:52,241 : INFO : EPOCH 13 - PROGRESS: at 32.40% examples, 254916 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:53,278 : INFO : EPOCH 13 - PROGRESS: at 33.05% examples, 254936 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:54,288 : INFO : EPOCH 13 - PROGRESS: at 33.68% examples, 254913 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:55,305 : INFO : EPOCH 13 - PROGRESS: at 34.09% examples, 254969 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:56,331 : INFO : EPOCH 13 - PROGRESS: at 34.52% examples, 255039 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:57,334 : INFO : EPOCH 13 - PROGRESS: at 34.95% examples, 255085 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:58,349 : INFO : EPOCH 13 - PROGRESS: at 35.41% examples, 255063 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:09:59,400 : INFO : EPOCH 13 - PROGRESS: at 35.86% examples, 254992 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:00,419 : INFO : EPOCH 13 - PROGRESS: at 36.25% examples, 254963 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:01,423 : INFO : EPOCH 13 - PROGRESS: at 36.72% examples, 255084 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:02,440 : INFO : EPOCH 13 - PROGRESS: at 37.27% examples, 255028 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:03,502 : INFO : EPOCH 13 - PROGRESS: at 37.81% examples, 255013 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:04,503 : INFO : EPOCH 13 - PROGRESS: at 38.21% examples, 255049 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:05,526 : INFO : EPOCH 13 - PROGRESS: at 38.61% examples, 254985 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:06,551 : INFO : EPOCH 13 - PROGRESS: at 39.07% examples, 254980 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:07,569 : INFO : EPOCH 13 - PROGRESS: at 39.66% examples, 255170 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:08,582 : INFO : EPOCH 13 - PROGRESS: at 40.12% examples, 255098 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:09,584 : INFO : EPOCH 13 - PROGRESS: at 40.63% examples, 255073 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:10,627 : INFO : EPOCH 13 - PROGRESS: at 41.08% examples, 255003 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:11,653 : INFO : EPOCH 13 - PROGRESS: at 41.53% examples, 254936 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:12,676 : INFO : EPOCH 13 - PROGRESS: at 41.97% examples, 254957 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:13,701 : INFO : EPOCH 13 - PROGRESS: at 42.46% examples, 254899 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:14,716 : INFO : EPOCH 13 - PROGRESS: at 43.09% examples, 254957 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:15,761 : INFO : EPOCH 13 - PROGRESS: at 43.62% examples, 254886 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:16,805 : INFO : EPOCH 13 - PROGRESS: at 44.30% examples, 254888 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:17,806 : INFO : EPOCH 13 - PROGRESS: at 44.78% examples, 254875 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:18,809 : INFO : EPOCH 13 - PROGRESS: at 45.17% examples, 254756 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:19,835 : INFO : EPOCH 13 - PROGRESS: at 45.57% examples, 254621 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:20,842 : INFO : EPOCH 13 - PROGRESS: at 45.97% examples, 254570 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:21,845 : INFO : EPOCH 13 - PROGRESS: at 46.42% examples, 254475 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:22,856 : INFO : EPOCH 13 - PROGRESS: at 46.89% examples, 254121 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:23,856 : INFO : EPOCH 13 - PROGRESS: at 47.30% examples, 253613 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:24,896 : INFO : EPOCH 13 - PROGRESS: at 47.89% examples, 253422 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:25,933 : INFO : EPOCH 13 - PROGRESS: at 48.43% examples, 253426 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:26,945 : INFO : EPOCH 13 - PROGRESS: at 48.87% examples, 253470 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:27,948 : INFO : EPOCH 13 - PROGRESS: at 49.27% examples, 253448 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:29,007 : INFO : EPOCH 13 - PROGRESS: at 49.74% examples, 253383 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:30,063 : INFO : EPOCH 13 - PROGRESS: at 50.20% examples, 253412 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:31,112 : INFO : EPOCH 13 - PROGRESS: at 50.71% examples, 253435 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:32,163 : INFO : EPOCH 13 - PROGRESS: at 51.22% examples, 253433 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:33,183 : INFO : EPOCH 13 - PROGRESS: at 51.72% examples, 253430 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:34,191 : INFO : EPOCH 13 - PROGRESS: at 52.24% examples, 253478 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:35,223 : INFO : EPOCH 13 - PROGRESS: at 53.00% examples, 253575 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:36,232 : INFO : EPOCH 13 - PROGRESS: at 53.68% examples, 253790 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:37,263 : INFO : EPOCH 13 - PROGRESS: at 54.31% examples, 253891 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:38,282 : INFO : EPOCH 13 - PROGRESS: at 54.95% examples, 254049 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:39,311 : INFO : EPOCH 13 - PROGRESS: at 55.29% examples, 254023 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:40,317 : INFO : EPOCH 13 - PROGRESS: at 55.96% examples, 254081 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:41,318 : INFO : EPOCH 13 - PROGRESS: at 56.40% examples, 254158 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:42,369 : INFO : EPOCH 13 - PROGRESS: at 56.82% examples, 254056 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:43,389 : INFO : EPOCH 13 - PROGRESS: at 57.17% examples, 254050 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:44,399 : INFO : EPOCH 13 - PROGRESS: at 57.54% examples, 254036 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:45,401 : INFO : EPOCH 13 - PROGRESS: at 57.92% examples, 254027 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:46,411 : INFO : EPOCH 13 - PROGRESS: at 58.34% examples, 254002 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:47,412 : INFO : EPOCH 13 - PROGRESS: at 58.69% examples, 254030 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:48,424 : INFO : EPOCH 13 - PROGRESS: at 59.13% examples, 253995 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:49,441 : INFO : EPOCH 13 - PROGRESS: at 59.49% examples, 253969 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:50,452 : INFO : EPOCH 13 - PROGRESS: at 60.05% examples, 253971 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:51,466 : INFO : EPOCH 13 - PROGRESS: at 60.31% examples, 253948 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:52,466 : INFO : EPOCH 13 - PROGRESS: at 60.68% examples, 253935 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:53,498 : INFO : EPOCH 13 - PROGRESS: at 60.97% examples, 253872 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:54,514 : INFO : EPOCH 13 - PROGRESS: at 61.27% examples, 253818 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:55,523 : INFO : EPOCH 13 - PROGRESS: at 61.60% examples, 253877 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:56,552 : INFO : EPOCH 13 - PROGRESS: at 61.94% examples, 253816 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:57,558 : INFO : EPOCH 13 - PROGRESS: at 62.60% examples, 254088 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:58,581 : INFO : EPOCH 13 - PROGRESS: at 63.20% examples, 254199 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:10:59,603 : INFO : EPOCH 13 - PROGRESS: at 63.83% examples, 254423 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:00,607 : INFO : EPOCH 13 - PROGRESS: at 64.28% examples, 254407 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:01,663 : INFO : EPOCH 13 - PROGRESS: at 64.62% examples, 254378 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:02,672 : INFO : EPOCH 13 - PROGRESS: at 64.88% examples, 254426 words/s, in_qsize 6, out_qsize 1
2020-08-16 06:11:03,702 : INFO : EPOCH 13 - PROGRESS: at 65.24% examples, 254470 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:04,707 : INFO : EPOCH 13 - PROGRESS: at 65.61% examples, 254456 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:05,724 : INFO : EPOCH 13 - PROGRESS: at 66.06% examples, 254457 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:06,726 : INFO : EPOCH 13 - PROGRESS: at 66.60% examples, 254552 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:07,727 : INFO : EPOCH 13 - PROGRESS: at 67.26% examples, 254706 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:08,738 : INFO : EPOCH 13 - PROGRESS: at 67.65% examples, 254730 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:09,745 : INFO : EPOCH 13 - PROGRESS: at 67.99% examples, 254660 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:10,767 : INFO : EPOCH 13 - PROGRESS: at 68.16% examples, 254813 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:11,770 : INFO : EPOCH 13 - PROGRESS: at 68.37% examples, 254845 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:12,785 : INFO : EPOCH 13 - PROGRESS: at 68.67% examples, 254838 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:13,809 : INFO : EPOCH 13 - PROGRESS: at 69.10% examples, 254811 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:14,824 : INFO : EPOCH 13 - PROGRESS: at 69.44% examples, 254849 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:15,888 : INFO : EPOCH 13 - PROGRESS: at 69.79% examples, 254750 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:16,895 : INFO : EPOCH 13 - PROGRESS: at 70.07% examples, 254780 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:17,911 : INFO : EPOCH 13 - PROGRESS: at 70.36% examples, 254757 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:18,929 : INFO : EPOCH 13 - PROGRESS: at 70.70% examples, 254724 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:19,942 : INFO : EPOCH 13 - PROGRESS: at 71.02% examples, 254708 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:20,943 : INFO : EPOCH 13 - PROGRESS: at 71.49% examples, 254739 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:21,953 : INFO : EPOCH 13 - PROGRESS: at 71.75% examples, 254704 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:22,973 : INFO : EPOCH 13 - PROGRESS: at 71.99% examples, 254669 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:23,981 : INFO : EPOCH 13 - PROGRESS: at 72.24% examples, 254671 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:24,983 : INFO : EPOCH 13 - PROGRESS: at 72.47% examples, 254652 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:25,987 : INFO : EPOCH 13 - PROGRESS: at 72.69% examples, 254627 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:26,988 : INFO : EPOCH 13 - PROGRESS: at 72.87% examples, 254595 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:27,992 : INFO : EPOCH 13 - PROGRESS: at 73.13% examples, 254600 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:28,995 : INFO : EPOCH 13 - PROGRESS: at 73.36% examples, 254579 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:30,001 : INFO : EPOCH 13 - PROGRESS: at 73.59% examples, 254564 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:31,043 : INFO : EPOCH 13 - PROGRESS: at 73.85% examples, 254549 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:32,057 : INFO : EPOCH 13 - PROGRESS: at 74.09% examples, 254530 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:33,059 : INFO : EPOCH 13 - PROGRESS: at 74.32% examples, 254508 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:34,106 : INFO : EPOCH 13 - PROGRESS: at 74.58% examples, 254522 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:35,121 : INFO : EPOCH 13 - PROGRESS: at 74.78% examples, 254526 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:36,127 : INFO : EPOCH 13 - PROGRESS: at 75.04% examples, 254548 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:37,142 : INFO : EPOCH 13 - PROGRESS: at 75.42% examples, 254541 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:38,224 : INFO : EPOCH 13 - PROGRESS: at 75.84% examples, 254470 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:39,250 : INFO : EPOCH 13 - PROGRESS: at 76.13% examples, 254508 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:40,272 : INFO : EPOCH 13 - PROGRESS: at 76.47% examples, 254505 words/s, in_qsize 6, out_qsize 1
2020-08-16 06:11:41,275 : INFO : EPOCH 13 - PROGRESS: at 76.97% examples, 254550 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:42,306 : INFO : EPOCH 13 - PROGRESS: at 77.48% examples, 254511 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:43,308 : INFO : EPOCH 13 - PROGRESS: at 77.82% examples, 254498 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:44,315 : INFO : EPOCH 13 - PROGRESS: at 78.13% examples, 254473 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:45,326 : INFO : EPOCH 13 - PROGRESS: at 78.44% examples, 254453 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:46,340 : INFO : EPOCH 13 - PROGRESS: at 78.87% examples, 254466 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:47,343 : INFO : EPOCH 13 - PROGRESS: at 79.29% examples, 254484 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:48,397 : INFO : EPOCH 13 - PROGRESS: at 79.70% examples, 254493 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:49,401 : INFO : EPOCH 13 - PROGRESS: at 80.02% examples, 254497 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:50,425 : INFO : EPOCH 13 - PROGRESS: at 80.46% examples, 254553 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:51,431 : INFO : EPOCH 13 - PROGRESS: at 80.90% examples, 254540 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:52,448 : INFO : EPOCH 13 - PROGRESS: at 81.24% examples, 254530 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:53,524 : INFO : EPOCH 13 - PROGRESS: at 81.68% examples, 254544 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:54,590 : INFO : EPOCH 13 - PROGRESS: at 82.13% examples, 254552 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:55,632 : INFO : EPOCH 13 - PROGRESS: at 82.58% examples, 254584 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:56,642 : INFO : EPOCH 13 - PROGRESS: at 82.98% examples, 254608 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:57,670 : INFO : EPOCH 13 - PROGRESS: at 83.30% examples, 254571 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:58,688 : INFO : EPOCH 13 - PROGRESS: at 83.71% examples, 254554 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:11:59,725 : INFO : EPOCH 13 - PROGRESS: at 84.10% examples, 254549 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:00,807 : INFO : EPOCH 13 - PROGRESS: at 84.45% examples, 254556 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:01,868 : INFO : EPOCH 13 - PROGRESS: at 85.00% examples, 254591 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:02,871 : INFO : EPOCH 13 - PROGRESS: at 85.46% examples, 254623 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:03,914 : INFO : EPOCH 13 - PROGRESS: at 85.79% examples, 254540 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:04,918 : INFO : EPOCH 13 - PROGRESS: at 86.24% examples, 254602 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:05,919 : INFO : EPOCH 13 - PROGRESS: at 86.50% examples, 254542 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:06,925 : INFO : EPOCH 13 - PROGRESS: at 86.82% examples, 254541 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:07,968 : INFO : EPOCH 13 - PROGRESS: at 87.26% examples, 254496 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:08,986 : INFO : EPOCH 13 - PROGRESS: at 87.72% examples, 254502 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:10,030 : INFO : EPOCH 13 - PROGRESS: at 88.15% examples, 254505 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:11,064 : INFO : EPOCH 13 - PROGRESS: at 88.77% examples, 254491 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:12,072 : INFO : EPOCH 13 - PROGRESS: at 89.06% examples, 254567 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:13,096 : INFO : EPOCH 13 - PROGRESS: at 89.21% examples, 254656 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:14,096 : INFO : EPOCH 13 - PROGRESS: at 89.65% examples, 254686 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:15,127 : INFO : EPOCH 13 - PROGRESS: at 90.03% examples, 254653 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:16,165 : INFO : EPOCH 13 - PROGRESS: at 90.61% examples, 254641 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:17,182 : INFO : EPOCH 13 - PROGRESS: at 91.00% examples, 254662 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:18,204 : INFO : EPOCH 13 - PROGRESS: at 91.41% examples, 254626 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:19,214 : INFO : EPOCH 13 - PROGRESS: at 91.91% examples, 254637 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:20,219 : INFO : EPOCH 13 - PROGRESS: at 92.31% examples, 254619 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:21,249 : INFO : EPOCH 13 - PROGRESS: at 92.73% examples, 254589 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:22,308 : INFO : EPOCH 13 - PROGRESS: at 93.11% examples, 254554 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:23,362 : INFO : EPOCH 13 - PROGRESS: at 93.55% examples, 254544 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:24,364 : INFO : EPOCH 13 - PROGRESS: at 94.04% examples, 254570 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:25,395 : INFO : EPOCH 13 - PROGRESS: at 94.41% examples, 254555 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:26,401 : INFO : EPOCH 13 - PROGRESS: at 94.96% examples, 254562 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:27,410 : INFO : EPOCH 13 - PROGRESS: at 95.33% examples, 254547 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:28,430 : INFO : EPOCH 13 - PROGRESS: at 95.64% examples, 254548 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:29,433 : INFO : EPOCH 13 - PROGRESS: at 96.03% examples, 254525 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:30,444 : INFO : EPOCH 13 - PROGRESS: at 96.38% examples, 254486 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:31,454 : INFO : EPOCH 13 - PROGRESS: at 96.80% examples, 254506 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:32,460 : INFO : EPOCH 13 - PROGRESS: at 97.28% examples, 254505 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:33,501 : INFO : EPOCH 13 - PROGRESS: at 97.80% examples, 254469 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:34,511 : INFO : EPOCH 13 - PROGRESS: at 98.31% examples, 254489 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:35,524 : INFO : EPOCH 13 - PROGRESS: at 98.68% examples, 254493 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:36,549 : INFO : EPOCH 13 - PROGRESS: at 99.12% examples, 254462 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:37,553 : INFO : EPOCH 13 - PROGRESS: at 99.62% examples, 254478 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:38,278 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 06:12:38,293 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 06:12:38,313 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 06:12:38,340 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 06:12:38,341 : INFO : EPOCH - 13 : training on 85855864 raw words (59157955 effective words) took 232.5s, 254459 effective words/s
2020-08-16 06:12:39,364 : INFO : EPOCH 14 - PROGRESS: at 0.61% examples, 237746 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:40,383 : INFO : EPOCH 14 - PROGRESS: at 1.06% examples, 247468 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:41,398 : INFO : EPOCH 14 - PROGRESS: at 1.36% examples, 249811 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:42,412 : INFO : EPOCH 14 - PROGRESS: at 1.72% examples, 250203 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:43,460 : INFO : EPOCH 14 - PROGRESS: at 2.10% examples, 249193 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:44,468 : INFO : EPOCH 14 - PROGRESS: at 2.49% examples, 249358 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:45,480 : INFO : EPOCH 14 - PROGRESS: at 2.82% examples, 250945 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:46,518 : INFO : EPOCH 14 - PROGRESS: at 3.31% examples, 251252 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:47,533 : INFO : EPOCH 14 - PROGRESS: at 3.67% examples, 250967 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:48,535 : INFO : EPOCH 14 - PROGRESS: at 4.08% examples, 251449 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:49,555 : INFO : EPOCH 14 - PROGRESS: at 4.56% examples, 251684 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:50,560 : INFO : EPOCH 14 - PROGRESS: at 5.07% examples, 251652 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:51,574 : INFO : EPOCH 14 - PROGRESS: at 5.55% examples, 251607 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:52,612 : INFO : EPOCH 14 - PROGRESS: at 5.97% examples, 251890 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:53,628 : INFO : EPOCH 14 - PROGRESS: at 6.30% examples, 251772 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:54,646 : INFO : EPOCH 14 - PROGRESS: at 6.95% examples, 252103 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:55,707 : INFO : EPOCH 14 - PROGRESS: at 7.76% examples, 252103 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:56,707 : INFO : EPOCH 14 - PROGRESS: at 8.14% examples, 252452 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:57,720 : INFO : EPOCH 14 - PROGRESS: at 8.57% examples, 252560 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:58,733 : INFO : EPOCH 14 - PROGRESS: at 8.93% examples, 252545 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:12:59,741 : INFO : EPOCH 14 - PROGRESS: at 9.27% examples, 252554 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:00,762 : INFO : EPOCH 14 - PROGRESS: at 9.73% examples, 252275 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:01,787 : INFO : EPOCH 14 - PROGRESS: at 10.35% examples, 252529 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:02,843 : INFO : EPOCH 14 - PROGRESS: at 10.78% examples, 252196 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:03,875 : INFO : EPOCH 14 - PROGRESS: at 11.09% examples, 252242 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:04,877 : INFO : EPOCH 14 - PROGRESS: at 11.61% examples, 252621 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:05,905 : INFO : EPOCH 14 - PROGRESS: at 12.20% examples, 252601 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:06,955 : INFO : EPOCH 14 - PROGRESS: at 12.62% examples, 252596 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:07,975 : INFO : EPOCH 14 - PROGRESS: at 12.86% examples, 252966 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:08,999 : INFO : EPOCH 14 - PROGRESS: at 13.18% examples, 253552 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:10,039 : INFO : EPOCH 14 - PROGRESS: at 13.67% examples, 253434 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:11,040 : INFO : EPOCH 14 - PROGRESS: at 14.12% examples, 253490 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:12,112 : INFO : EPOCH 14 - PROGRESS: at 14.68% examples, 253221 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:13,134 : INFO : EPOCH 14 - PROGRESS: at 16.96% examples, 254725 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:14,171 : INFO : EPOCH 14 - PROGRESS: at 18.19% examples, 255275 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:15,199 : INFO : EPOCH 14 - PROGRESS: at 18.66% examples, 255113 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:16,206 : INFO : EPOCH 14 - PROGRESS: at 19.34% examples, 255299 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:17,224 : INFO : EPOCH 14 - PROGRESS: at 19.98% examples, 255714 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:18,230 : INFO : EPOCH 14 - PROGRESS: at 20.42% examples, 255697 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:19,247 : INFO : EPOCH 14 - PROGRESS: at 20.76% examples, 255628 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:20,249 : INFO : EPOCH 14 - PROGRESS: at 21.12% examples, 255557 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:21,312 : INFO : EPOCH 14 - PROGRESS: at 21.53% examples, 255400 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:22,329 : INFO : EPOCH 14 - PROGRESS: at 21.99% examples, 255328 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:23,343 : INFO : EPOCH 14 - PROGRESS: at 22.22% examples, 255454 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:24,351 : INFO : EPOCH 14 - PROGRESS: at 22.87% examples, 255340 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:25,354 : INFO : EPOCH 14 - PROGRESS: at 23.31% examples, 255244 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:26,379 : INFO : EPOCH 14 - PROGRESS: at 23.76% examples, 255250 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:27,425 : INFO : EPOCH 14 - PROGRESS: at 24.18% examples, 255161 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:28,462 : INFO : EPOCH 14 - PROGRESS: at 24.71% examples, 255245 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:29,485 : INFO : EPOCH 14 - PROGRESS: at 25.24% examples, 255272 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:30,510 : INFO : EPOCH 14 - PROGRESS: at 25.76% examples, 255041 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:31,516 : INFO : EPOCH 14 - PROGRESS: at 26.20% examples, 255115 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:32,555 : INFO : EPOCH 14 - PROGRESS: at 26.81% examples, 254938 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:33,562 : INFO : EPOCH 14 - PROGRESS: at 27.26% examples, 254937 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:34,570 : INFO : EPOCH 14 - PROGRESS: at 27.72% examples, 254944 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:35,580 : INFO : EPOCH 14 - PROGRESS: at 27.93% examples, 254959 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:36,609 : INFO : EPOCH 14 - PROGRESS: at 28.45% examples, 254897 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:37,612 : INFO : EPOCH 14 - PROGRESS: at 28.96% examples, 254973 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:38,649 : INFO : EPOCH 14 - PROGRESS: at 29.45% examples, 254717 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:39,651 : INFO : EPOCH 14 - PROGRESS: at 30.02% examples, 254666 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:40,660 : INFO : EPOCH 14 - PROGRESS: at 30.44% examples, 254450 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:41,687 : INFO : EPOCH 14 - PROGRESS: at 30.83% examples, 254321 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:42,689 : INFO : EPOCH 14 - PROGRESS: at 31.27% examples, 254061 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:43,712 : INFO : EPOCH 14 - PROGRESS: at 31.72% examples, 253504 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:44,734 : INFO : EPOCH 14 - PROGRESS: at 32.11% examples, 252812 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:45,768 : INFO : EPOCH 14 - PROGRESS: at 32.62% examples, 252628 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:46,802 : INFO : EPOCH 14 - PROGRESS: at 33.32% examples, 252717 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:47,828 : INFO : EPOCH 14 - PROGRESS: at 33.84% examples, 252735 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:48,829 : INFO : EPOCH 14 - PROGRESS: at 34.27% examples, 252799 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:49,849 : INFO : EPOCH 14 - PROGRESS: at 34.69% examples, 252907 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:50,855 : INFO : EPOCH 14 - PROGRESS: at 35.13% examples, 252879 words/s, in_qsize 6, out_qsize 1
2020-08-16 06:13:51,902 : INFO : EPOCH 14 - PROGRESS: at 35.57% examples, 252850 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:52,905 : INFO : EPOCH 14 - PROGRESS: at 36.02% examples, 252918 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:53,906 : INFO : EPOCH 14 - PROGRESS: at 36.39% examples, 252936 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:54,960 : INFO : EPOCH 14 - PROGRESS: at 36.92% examples, 252860 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:55,987 : INFO : EPOCH 14 - PROGRESS: at 37.49% examples, 252951 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:56,990 : INFO : EPOCH 14 - PROGRESS: at 37.94% examples, 253066 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:58,050 : INFO : EPOCH 14 - PROGRESS: at 38.36% examples, 252968 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:13:59,096 : INFO : EPOCH 14 - PROGRESS: at 38.78% examples, 252983 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:00,104 : INFO : EPOCH 14 - PROGRESS: at 39.31% examples, 253106 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:01,135 : INFO : EPOCH 14 - PROGRESS: at 39.87% examples, 253209 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:02,140 : INFO : EPOCH 14 - PROGRESS: at 40.40% examples, 253228 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:03,159 : INFO : EPOCH 14 - PROGRESS: at 40.79% examples, 253127 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:04,235 : INFO : EPOCH 14 - PROGRESS: at 41.33% examples, 253055 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:05,247 : INFO : EPOCH 14 - PROGRESS: at 41.76% examples, 253160 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:06,251 : INFO : EPOCH 14 - PROGRESS: at 42.17% examples, 253104 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:07,267 : INFO : EPOCH 14 - PROGRESS: at 42.80% examples, 253097 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:08,311 : INFO : EPOCH 14 - PROGRESS: at 43.27% examples, 253061 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:09,314 : INFO : EPOCH 14 - PROGRESS: at 43.90% examples, 253117 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:10,327 : INFO : EPOCH 14 - PROGRESS: at 44.52% examples, 253148 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:11,350 : INFO : EPOCH 14 - PROGRESS: at 44.85% examples, 253107 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:12,409 : INFO : EPOCH 14 - PROGRESS: at 45.41% examples, 253088 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:13,417 : INFO : EPOCH 14 - PROGRESS: at 45.78% examples, 253086 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:14,423 : INFO : EPOCH 14 - PROGRESS: at 46.22% examples, 253158 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:15,427 : INFO : EPOCH 14 - PROGRESS: at 46.69% examples, 253108 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:16,448 : INFO : EPOCH 14 - PROGRESS: at 47.24% examples, 253122 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:17,468 : INFO : EPOCH 14 - PROGRESS: at 47.87% examples, 253102 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:18,471 : INFO : EPOCH 14 - PROGRESS: at 48.38% examples, 253147 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:19,473 : INFO : EPOCH 14 - PROGRESS: at 48.82% examples, 253125 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:20,514 : INFO : EPOCH 14 - PROGRESS: at 49.24% examples, 253150 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:21,530 : INFO : EPOCH 14 - PROGRESS: at 49.70% examples, 253132 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:22,562 : INFO : EPOCH 14 - PROGRESS: at 50.17% examples, 253150 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:23,563 : INFO : EPOCH 14 - PROGRESS: at 50.63% examples, 253207 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:24,569 : INFO : EPOCH 14 - PROGRESS: at 51.12% examples, 253184 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:25,613 : INFO : EPOCH 14 - PROGRESS: at 51.64% examples, 253105 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:26,647 : INFO : EPOCH 14 - PROGRESS: at 52.12% examples, 253124 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:27,659 : INFO : EPOCH 14 - PROGRESS: at 52.86% examples, 253267 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:28,675 : INFO : EPOCH 14 - PROGRESS: at 53.55% examples, 253408 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:29,684 : INFO : EPOCH 14 - PROGRESS: at 54.20% examples, 253623 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:30,696 : INFO : EPOCH 14 - PROGRESS: at 54.87% examples, 253753 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:31,716 : INFO : EPOCH 14 - PROGRESS: at 55.22% examples, 253750 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:32,763 : INFO : EPOCH 14 - PROGRESS: at 55.78% examples, 253735 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:33,810 : INFO : EPOCH 14 - PROGRESS: at 56.27% examples, 253756 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:34,832 : INFO : EPOCH 14 - PROGRESS: at 56.76% examples, 253719 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:35,834 : INFO : EPOCH 14 - PROGRESS: at 57.11% examples, 253763 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:36,851 : INFO : EPOCH 14 - PROGRESS: at 57.48% examples, 253781 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:37,883 : INFO : EPOCH 14 - PROGRESS: at 57.85% examples, 253707 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:38,888 : INFO : EPOCH 14 - PROGRESS: at 58.28% examples, 253751 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:39,903 : INFO : EPOCH 14 - PROGRESS: at 58.63% examples, 253717 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:40,923 : INFO : EPOCH 14 - PROGRESS: at 59.07% examples, 253679 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:41,935 : INFO : EPOCH 14 - PROGRESS: at 59.41% examples, 253677 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:42,968 : INFO : EPOCH 14 - PROGRESS: at 60.02% examples, 253683 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:43,979 : INFO : EPOCH 14 - PROGRESS: at 60.26% examples, 253644 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:44,996 : INFO : EPOCH 14 - PROGRESS: at 60.65% examples, 253643 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:46,032 : INFO : EPOCH 14 - PROGRESS: at 60.94% examples, 253581 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:47,040 : INFO : EPOCH 14 - PROGRESS: at 61.25% examples, 253594 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:48,048 : INFO : EPOCH 14 - PROGRESS: at 61.56% examples, 253612 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:49,063 : INFO : EPOCH 14 - PROGRESS: at 61.89% examples, 253578 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:50,067 : INFO : EPOCH 14 - PROGRESS: at 62.51% examples, 253731 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:51,126 : INFO : EPOCH 14 - PROGRESS: at 63.14% examples, 253885 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:52,157 : INFO : EPOCH 14 - PROGRESS: at 63.77% examples, 254119 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:53,163 : INFO : EPOCH 14 - PROGRESS: at 64.25% examples, 254099 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:54,211 : INFO : EPOCH 14 - PROGRESS: at 64.59% examples, 254099 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:55,227 : INFO : EPOCH 14 - PROGRESS: at 64.84% examples, 254119 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:56,248 : INFO : EPOCH 14 - PROGRESS: at 65.17% examples, 254172 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:57,250 : INFO : EPOCH 14 - PROGRESS: at 65.58% examples, 254167 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:58,274 : INFO : EPOCH 14 - PROGRESS: at 66.02% examples, 254161 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:14:59,282 : INFO : EPOCH 14 - PROGRESS: at 66.50% examples, 254193 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:00,285 : INFO : EPOCH 14 - PROGRESS: at 67.25% examples, 254447 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:01,289 : INFO : EPOCH 14 - PROGRESS: at 67.62% examples, 254398 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:02,294 : INFO : EPOCH 14 - PROGRESS: at 67.96% examples, 254373 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:03,312 : INFO : EPOCH 14 - PROGRESS: at 68.16% examples, 254476 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:04,333 : INFO : EPOCH 14 - PROGRESS: at 68.35% examples, 254537 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:05,333 : INFO : EPOCH 14 - PROGRESS: at 68.64% examples, 254515 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:06,336 : INFO : EPOCH 14 - PROGRESS: at 69.06% examples, 254538 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:07,375 : INFO : EPOCH 14 - PROGRESS: at 69.38% examples, 254480 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:08,393 : INFO : EPOCH 14 - PROGRESS: at 69.74% examples, 254506 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:09,435 : INFO : EPOCH 14 - PROGRESS: at 70.02% examples, 254446 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:10,442 : INFO : EPOCH 14 - PROGRESS: at 70.28% examples, 254437 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:11,489 : INFO : EPOCH 14 - PROGRESS: at 70.67% examples, 254407 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:12,494 : INFO : EPOCH 14 - PROGRESS: at 70.97% examples, 254400 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:13,511 : INFO : EPOCH 14 - PROGRESS: at 71.41% examples, 254403 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:14,519 : INFO : EPOCH 14 - PROGRESS: at 71.71% examples, 254398 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:15,557 : INFO : EPOCH 14 - PROGRESS: at 71.97% examples, 254362 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:16,560 : INFO : EPOCH 14 - PROGRESS: at 72.22% examples, 254375 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:17,561 : INFO : EPOCH 14 - PROGRESS: at 72.44% examples, 254319 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:18,576 : INFO : EPOCH 14 - PROGRESS: at 72.67% examples, 254320 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:19,587 : INFO : EPOCH 14 - PROGRESS: at 72.85% examples, 254275 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:20,597 : INFO : EPOCH 14 - PROGRESS: at 73.11% examples, 254314 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:21,628 : INFO : EPOCH 14 - PROGRESS: at 73.34% examples, 254252 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:22,657 : INFO : EPOCH 14 - PROGRESS: at 73.59% examples, 254246 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:23,676 : INFO : EPOCH 14 - PROGRESS: at 73.83% examples, 254236 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:24,684 : INFO : EPOCH 14 - PROGRESS: at 74.07% examples, 254216 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:25,692 : INFO : EPOCH 14 - PROGRESS: at 74.30% examples, 254193 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:26,719 : INFO : EPOCH 14 - PROGRESS: at 74.55% examples, 254189 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:27,736 : INFO : EPOCH 14 - PROGRESS: at 74.76% examples, 254196 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:28,759 : INFO : EPOCH 14 - PROGRESS: at 74.98% examples, 254167 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:29,780 : INFO : EPOCH 14 - PROGRESS: at 75.37% examples, 254192 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:30,828 : INFO : EPOCH 14 - PROGRESS: at 75.80% examples, 254152 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:31,838 : INFO : EPOCH 14 - PROGRESS: at 76.09% examples, 254177 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:32,849 : INFO : EPOCH 14 - PROGRESS: at 76.41% examples, 254202 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:33,885 : INFO : EPOCH 14 - PROGRESS: at 76.88% examples, 254165 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:34,890 : INFO : EPOCH 14 - PROGRESS: at 77.43% examples, 254202 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:35,897 : INFO : EPOCH 14 - PROGRESS: at 77.77% examples, 254184 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:36,911 : INFO : EPOCH 14 - PROGRESS: at 78.09% examples, 254188 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:37,962 : INFO : EPOCH 14 - PROGRESS: at 78.41% examples, 254115 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:38,981 : INFO : EPOCH 14 - PROGRESS: at 78.82% examples, 254124 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:39,982 : INFO : EPOCH 14 - PROGRESS: at 79.22% examples, 254138 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:41,046 : INFO : EPOCH 14 - PROGRESS: at 79.68% examples, 254155 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:42,050 : INFO : EPOCH 14 - PROGRESS: at 79.99% examples, 254225 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:43,074 : INFO : EPOCH 14 - PROGRESS: at 80.39% examples, 254213 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:44,076 : INFO : EPOCH 14 - PROGRESS: at 80.85% examples, 254203 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:45,092 : INFO : EPOCH 14 - PROGRESS: at 81.19% examples, 254199 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:46,168 : INFO : EPOCH 14 - PROGRESS: at 81.61% examples, 254207 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:47,235 : INFO : EPOCH 14 - PROGRESS: at 82.07% examples, 254218 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:48,275 : INFO : EPOCH 14 - PROGRESS: at 82.53% examples, 254257 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:49,293 : INFO : EPOCH 14 - PROGRESS: at 82.94% examples, 254268 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:50,317 : INFO : EPOCH 14 - PROGRESS: at 83.24% examples, 254236 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:51,335 : INFO : EPOCH 14 - PROGRESS: at 83.68% examples, 254226 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:52,354 : INFO : EPOCH 14 - PROGRESS: at 84.05% examples, 254229 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:53,354 : INFO : EPOCH 14 - PROGRESS: at 84.38% examples, 254212 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:54,414 : INFO : EPOCH 14 - PROGRESS: at 84.89% examples, 254251 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:55,476 : INFO : EPOCH 14 - PROGRESS: at 85.38% examples, 254246 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:56,491 : INFO : EPOCH 14 - PROGRESS: at 85.75% examples, 254279 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:57,545 : INFO : EPOCH 14 - PROGRESS: at 86.17% examples, 254199 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:58,586 : INFO : EPOCH 14 - PROGRESS: at 86.48% examples, 254222 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:15:59,595 : INFO : EPOCH 14 - PROGRESS: at 86.81% examples, 254218 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:00,617 : INFO : EPOCH 14 - PROGRESS: at 87.21% examples, 254174 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:01,643 : INFO : EPOCH 14 - PROGRESS: at 87.67% examples, 254180 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:02,654 : INFO : EPOCH 14 - PROGRESS: at 88.08% examples, 254194 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:03,656 : INFO : EPOCH 14 - PROGRESS: at 88.69% examples, 254169 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:04,657 : INFO : EPOCH 14 - PROGRESS: at 89.00% examples, 254201 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:05,682 : INFO : EPOCH 14 - PROGRESS: at 89.19% examples, 254272 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:06,716 : INFO : EPOCH 14 - PROGRESS: at 89.57% examples, 254312 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:07,721 : INFO : EPOCH 14 - PROGRESS: at 89.97% examples, 254317 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:08,739 : INFO : EPOCH 14 - PROGRESS: at 90.50% examples, 254318 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:09,785 : INFO : EPOCH 14 - PROGRESS: at 90.93% examples, 254308 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:10,801 : INFO : EPOCH 14 - PROGRESS: at 91.33% examples, 254288 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:11,810 : INFO : EPOCH 14 - PROGRESS: at 91.86% examples, 254319 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:12,825 : INFO : EPOCH 14 - PROGRESS: at 92.22% examples, 254273 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:13,840 : INFO : EPOCH 14 - PROGRESS: at 92.62% examples, 254260 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:14,849 : INFO : EPOCH 14 - PROGRESS: at 93.03% examples, 254268 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:15,920 : INFO : EPOCH 14 - PROGRESS: at 93.50% examples, 254224 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:16,934 : INFO : EPOCH 14 - PROGRESS: at 93.93% examples, 254216 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:17,968 : INFO : EPOCH 14 - PROGRESS: at 94.28% examples, 254226 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:18,987 : INFO : EPOCH 14 - PROGRESS: at 94.85% examples, 254225 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:19,998 : INFO : EPOCH 14 - PROGRESS: at 95.26% examples, 254211 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:21,010 : INFO : EPOCH 14 - PROGRESS: at 95.58% examples, 254201 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:22,019 : INFO : EPOCH 14 - PROGRESS: at 95.95% examples, 254193 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:23,029 : INFO : EPOCH 14 - PROGRESS: at 96.30% examples, 254160 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:24,031 : INFO : EPOCH 14 - PROGRESS: at 96.69% examples, 254182 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:25,037 : INFO : EPOCH 14 - PROGRESS: at 97.15% examples, 254148 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:26,076 : INFO : EPOCH 14 - PROGRESS: at 97.69% examples, 254161 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:27,083 : INFO : EPOCH 14 - PROGRESS: at 98.19% examples, 254170 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:28,098 : INFO : EPOCH 14 - PROGRESS: at 98.62% examples, 254144 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:29,098 : INFO : EPOCH 14 - PROGRESS: at 99.03% examples, 254161 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:30,112 : INFO : EPOCH 14 - PROGRESS: at 99.47% examples, 254134 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:31,098 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 06:16:31,101 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 06:16:31,115 : INFO : EPOCH 14 - PROGRESS: at 99.98% examples, 254146 words/s, in_qsize 1, out_qsize 1
2020-08-16 06:16:31,116 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 06:16:31,161 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 06:16:31,162 : INFO : EPOCH - 14 : training on 85855864 raw words (59163448 effective words) took 232.8s, 254121 effective words/s
2020-08-16 06:16:32,177 : INFO : EPOCH 15 - PROGRESS: at 0.61% examples, 240861 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:33,207 : INFO : EPOCH 15 - PROGRESS: at 1.06% examples, 247268 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:34,225 : INFO : EPOCH 15 - PROGRESS: at 1.36% examples, 249670 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:35,284 : INFO : EPOCH 15 - PROGRESS: at 1.72% examples, 248567 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:36,295 : INFO : EPOCH 15 - PROGRESS: at 2.11% examples, 250084 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:37,311 : INFO : EPOCH 15 - PROGRESS: at 2.51% examples, 250750 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:38,328 : INFO : EPOCH 15 - PROGRESS: at 2.83% examples, 251099 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:39,342 : INFO : EPOCH 15 - PROGRESS: at 3.31% examples, 251280 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:40,343 : INFO : EPOCH 15 - PROGRESS: at 3.66% examples, 250555 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:41,345 : INFO : EPOCH 15 - PROGRESS: at 4.06% examples, 251052 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:42,356 : INFO : EPOCH 15 - PROGRESS: at 4.56% examples, 251727 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:43,367 : INFO : EPOCH 15 - PROGRESS: at 5.07% examples, 251542 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:44,381 : INFO : EPOCH 15 - PROGRESS: at 5.54% examples, 251424 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:45,383 : INFO : EPOCH 15 - PROGRESS: at 5.95% examples, 251639 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:46,398 : INFO : EPOCH 15 - PROGRESS: at 6.29% examples, 251870 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:47,419 : INFO : EPOCH 15 - PROGRESS: at 6.86% examples, 251678 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:48,423 : INFO : EPOCH 15 - PROGRESS: at 7.70% examples, 251896 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:49,480 : INFO : EPOCH 15 - PROGRESS: at 8.10% examples, 251950 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:50,504 : INFO : EPOCH 15 - PROGRESS: at 8.53% examples, 251932 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:51,513 : INFO : EPOCH 15 - PROGRESS: at 8.91% examples, 251993 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:52,513 : INFO : EPOCH 15 - PROGRESS: at 9.24% examples, 252102 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:53,516 : INFO : EPOCH 15 - PROGRESS: at 9.70% examples, 252445 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:54,517 : INFO : EPOCH 15 - PROGRESS: at 10.32% examples, 252332 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:55,557 : INFO : EPOCH 15 - PROGRESS: at 10.76% examples, 252017 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:56,597 : INFO : EPOCH 15 - PROGRESS: at 11.06% examples, 252113 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:57,597 : INFO : EPOCH 15 - PROGRESS: at 11.54% examples, 252459 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:58,622 : INFO : EPOCH 15 - PROGRESS: at 12.15% examples, 252021 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:16:59,652 : INFO : EPOCH 15 - PROGRESS: at 12.52% examples, 251820 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:00,675 : INFO : EPOCH 15 - PROGRESS: at 12.81% examples, 251700 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:01,688 : INFO : EPOCH 15 - PROGRESS: at 13.02% examples, 252126 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:02,691 : INFO : EPOCH 15 - PROGRESS: at 13.46% examples, 251412 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:03,696 : INFO : EPOCH 15 - PROGRESS: at 13.88% examples, 250146 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:04,707 : INFO : EPOCH 15 - PROGRESS: at 14.29% examples, 249225 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:05,716 : INFO : EPOCH 15 - PROGRESS: at 15.39% examples, 249575 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:06,717 : INFO : EPOCH 15 - PROGRESS: at 17.56% examples, 251039 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:07,719 : INFO : EPOCH 15 - PROGRESS: at 18.26% examples, 251371 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:08,722 : INFO : EPOCH 15 - PROGRESS: at 18.79% examples, 251450 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:09,753 : INFO : EPOCH 15 - PROGRESS: at 19.46% examples, 251775 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:10,753 : INFO : EPOCH 15 - PROGRESS: at 20.06% examples, 252169 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:11,798 : INFO : EPOCH 15 - PROGRESS: at 20.48% examples, 252145 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:12,800 : INFO : EPOCH 15 - PROGRESS: at 20.83% examples, 252169 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:13,819 : INFO : EPOCH 15 - PROGRESS: at 21.19% examples, 252134 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:14,822 : INFO : EPOCH 15 - PROGRESS: at 21.62% examples, 252132 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:15,831 : INFO : EPOCH 15 - PROGRESS: at 22.01% examples, 252020 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:16,833 : INFO : EPOCH 15 - PROGRESS: at 22.27% examples, 252426 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:17,859 : INFO : EPOCH 15 - PROGRESS: at 22.92% examples, 252156 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:18,868 : INFO : EPOCH 15 - PROGRESS: at 23.41% examples, 252188 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:19,882 : INFO : EPOCH 15 - PROGRESS: at 23.78% examples, 252148 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:20,924 : INFO : EPOCH 15 - PROGRESS: at 24.26% examples, 252230 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:21,952 : INFO : EPOCH 15 - PROGRESS: at 24.76% examples, 252375 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:22,972 : INFO : EPOCH 15 - PROGRESS: at 25.27% examples, 252224 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:24,010 : INFO : EPOCH 15 - PROGRESS: at 25.80% examples, 252196 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:25,013 : INFO : EPOCH 15 - PROGRESS: at 26.21% examples, 252195 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:26,063 : INFO : EPOCH 15 - PROGRESS: at 26.87% examples, 252200 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:27,092 : INFO : EPOCH 15 - PROGRESS: at 27.32% examples, 252245 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:28,159 : INFO : EPOCH 15 - PROGRESS: at 27.77% examples, 252209 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:29,164 : INFO : EPOCH 15 - PROGRESS: at 28.02% examples, 252424 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:30,193 : INFO : EPOCH 15 - PROGRESS: at 28.51% examples, 252369 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:31,207 : INFO : EPOCH 15 - PROGRESS: at 29.06% examples, 252457 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:32,251 : INFO : EPOCH 15 - PROGRESS: at 29.53% examples, 252365 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:33,257 : INFO : EPOCH 15 - PROGRESS: at 30.17% examples, 252528 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:34,307 : INFO : EPOCH 15 - PROGRESS: at 30.54% examples, 252411 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:35,319 : INFO : EPOCH 15 - PROGRESS: at 30.95% examples, 252365 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:36,324 : INFO : EPOCH 15 - PROGRESS: at 31.54% examples, 252413 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:37,328 : INFO : EPOCH 15 - PROGRESS: at 31.95% examples, 252430 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:38,347 : INFO : EPOCH 15 - PROGRESS: at 32.45% examples, 252317 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:39,376 : INFO : EPOCH 15 - PROGRESS: at 33.12% examples, 252419 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:40,414 : INFO : EPOCH 15 - PROGRESS: at 33.73% examples, 252383 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:41,417 : INFO : EPOCH 15 - PROGRESS: at 34.14% examples, 252488 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:42,441 : INFO : EPOCH 15 - PROGRESS: at 34.56% examples, 252563 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:43,469 : INFO : EPOCH 15 - PROGRESS: at 35.01% examples, 252629 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:44,489 : INFO : EPOCH 15 - PROGRESS: at 35.46% examples, 252626 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:45,536 : INFO : EPOCH 15 - PROGRESS: at 35.90% examples, 252553 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:46,548 : INFO : EPOCH 15 - PROGRESS: at 36.27% examples, 252617 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:47,558 : INFO : EPOCH 15 - PROGRESS: at 36.76% examples, 252713 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:48,574 : INFO : EPOCH 15 - PROGRESS: at 37.32% examples, 252661 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:49,585 : INFO : EPOCH 15 - PROGRESS: at 37.83% examples, 252779 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:50,633 : INFO : EPOCH 15 - PROGRESS: at 38.23% examples, 252675 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:51,679 : INFO : EPOCH 15 - PROGRESS: at 38.66% examples, 252653 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:52,704 : INFO : EPOCH 15 - PROGRESS: at 39.12% examples, 252703 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:53,725 : INFO : EPOCH 15 - PROGRESS: at 39.72% examples, 252891 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:54,736 : INFO : EPOCH 15 - PROGRESS: at 40.19% examples, 252837 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:55,739 : INFO : EPOCH 15 - PROGRESS: at 40.65% examples, 252831 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:56,783 : INFO : EPOCH 15 - PROGRESS: at 41.12% examples, 252799 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:57,822 : INFO : EPOCH 15 - PROGRESS: at 41.59% examples, 252733 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:58,843 : INFO : EPOCH 15 - PROGRESS: at 42.01% examples, 252780 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:17:59,847 : INFO : EPOCH 15 - PROGRESS: at 42.49% examples, 252749 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:00,893 : INFO : EPOCH 15 - PROGRESS: at 43.13% examples, 252803 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:01,925 : INFO : EPOCH 15 - PROGRESS: at 43.71% examples, 252801 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:02,935 : INFO : EPOCH 15 - PROGRESS: at 44.35% examples, 252836 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:03,958 : INFO : EPOCH 15 - PROGRESS: at 44.79% examples, 252779 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:05,016 : INFO : EPOCH 15 - PROGRESS: at 45.24% examples, 252770 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:06,026 : INFO : EPOCH 15 - PROGRESS: at 45.68% examples, 252821 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:07,046 : INFO : EPOCH 15 - PROGRESS: at 46.08% examples, 252840 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:08,078 : INFO : EPOCH 15 - PROGRESS: at 46.54% examples, 252831 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:09,082 : INFO : EPOCH 15 - PROGRESS: at 47.09% examples, 252791 words/s, in_qsize 8, out_qsize 1
2020-08-16 06:18:10,101 : INFO : EPOCH 15 - PROGRESS: at 47.72% examples, 252802 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:11,113 : INFO : EPOCH 15 - PROGRESS: at 48.26% examples, 252865 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:12,127 : INFO : EPOCH 15 - PROGRESS: at 48.72% examples, 252855 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:13,153 : INFO : EPOCH 15 - PROGRESS: at 49.12% examples, 252848 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:14,214 : INFO : EPOCH 15 - PROGRESS: at 49.61% examples, 252822 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:15,228 : INFO : EPOCH 15 - PROGRESS: at 50.02% examples, 252919 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:16,279 : INFO : EPOCH 15 - PROGRESS: at 50.49% examples, 252820 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:17,300 : INFO : EPOCH 15 - PROGRESS: at 51.02% examples, 252870 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:18,326 : INFO : EPOCH 15 - PROGRESS: at 51.53% examples, 252843 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:19,356 : INFO : EPOCH 15 - PROGRESS: at 52.00% examples, 252868 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:20,366 : INFO : EPOCH 15 - PROGRESS: at 52.67% examples, 252923 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:21,389 : INFO : EPOCH 15 - PROGRESS: at 53.41% examples, 253113 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:22,409 : INFO : EPOCH 15 - PROGRESS: at 54.05% examples, 253241 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:23,429 : INFO : EPOCH 15 - PROGRESS: at 54.74% examples, 253434 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:24,442 : INFO : EPOCH 15 - PROGRESS: at 55.13% examples, 253446 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:25,457 : INFO : EPOCH 15 - PROGRESS: at 55.54% examples, 253459 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:26,458 : INFO : EPOCH 15 - PROGRESS: at 56.18% examples, 253529 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:27,530 : INFO : EPOCH 15 - PROGRESS: at 56.68% examples, 253435 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:28,560 : INFO : EPOCH 15 - PROGRESS: at 57.01% examples, 253423 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:29,578 : INFO : EPOCH 15 - PROGRESS: at 57.40% examples, 253476 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:30,606 : INFO : EPOCH 15 - PROGRESS: at 57.75% examples, 253420 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:31,625 : INFO : EPOCH 15 - PROGRESS: at 58.19% examples, 253441 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:32,650 : INFO : EPOCH 15 - PROGRESS: at 58.57% examples, 253427 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:33,662 : INFO : EPOCH 15 - PROGRESS: at 58.96% examples, 253380 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:34,716 : INFO : EPOCH 15 - PROGRESS: at 59.36% examples, 253378 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:35,718 : INFO : EPOCH 15 - PROGRESS: at 59.97% examples, 253424 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:36,763 : INFO : EPOCH 15 - PROGRESS: at 60.21% examples, 253355 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:37,782 : INFO : EPOCH 15 - PROGRESS: at 60.59% examples, 253359 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:38,791 : INFO : EPOCH 15 - PROGRESS: at 60.88% examples, 253318 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:39,794 : INFO : EPOCH 15 - PROGRESS: at 61.19% examples, 253384 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:40,794 : INFO : EPOCH 15 - PROGRESS: at 61.47% examples, 253317 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:41,801 : INFO : EPOCH 15 - PROGRESS: at 61.81% examples, 253307 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:42,807 : INFO : EPOCH 15 - PROGRESS: at 62.35% examples, 253363 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:43,878 : INFO : EPOCH 15 - PROGRESS: at 63.01% examples, 253561 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:44,932 : INFO : EPOCH 15 - PROGRESS: at 63.66% examples, 253777 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:46,004 : INFO : EPOCH 15 - PROGRESS: at 64.21% examples, 253793 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:47,039 : INFO : EPOCH 15 - PROGRESS: at 64.56% examples, 253842 words/s, in_qsize 8, out_qsize 0
2020-08-16 06:18:48,081 : INFO : EPOCH 15 - PROGRESS: at 64.82% examples, 253817 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:49,123 : INFO : EPOCH 15 - PROGRESS: at 65.12% examples, 253864 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:50,131 : INFO : EPOCH 15 - PROGRESS: at 65.57% examples, 253891 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:51,144 : INFO : EPOCH 15 - PROGRESS: at 66.00% examples, 253852 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:52,170 : INFO : EPOCH 15 - PROGRESS: at 66.44% examples, 253859 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:53,192 : INFO : EPOCH 15 - PROGRESS: at 67.23% examples, 254139 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:54,196 : INFO : EPOCH 15 - PROGRESS: at 67.59% examples, 254134 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:55,202 : INFO : EPOCH 15 - PROGRESS: at 67.95% examples, 254126 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:56,220 : INFO : EPOCH 15 - PROGRESS: at 68.15% examples, 254165 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:57,236 : INFO : EPOCH 15 - PROGRESS: at 68.32% examples, 254224 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:58,283 : INFO : EPOCH 15 - PROGRESS: at 68.62% examples, 254181 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:18:59,287 : INFO : EPOCH 15 - PROGRESS: at 69.02% examples, 254163 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:00,331 : INFO : EPOCH 15 - PROGRESS: at 69.37% examples, 254187 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:01,358 : INFO : EPOCH 15 - PROGRESS: at 69.73% examples, 254155 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:02,358 : INFO : EPOCH 15 - PROGRESS: at 70.00% examples, 254127 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:03,406 : INFO : EPOCH 15 - PROGRESS: at 70.27% examples, 254104 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:04,420 : INFO : EPOCH 15 - PROGRESS: at 70.66% examples, 254118 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:05,441 : INFO : EPOCH 15 - PROGRESS: at 70.97% examples, 254134 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:06,490 : INFO : EPOCH 15 - PROGRESS: at 71.39% examples, 254087 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:07,493 : INFO : EPOCH 15 - PROGRESS: at 71.71% examples, 254090 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:08,498 : INFO : EPOCH 15 - PROGRESS: at 71.96% examples, 254070 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:09,536 : INFO : EPOCH 15 - PROGRESS: at 72.20% examples, 254023 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:10,536 : INFO : EPOCH 15 - PROGRESS: at 72.43% examples, 254012 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:11,537 : INFO : EPOCH 15 - PROGRESS: at 72.65% examples, 253991 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:12,559 : INFO : EPOCH 15 - PROGRESS: at 72.84% examples, 253976 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:13,577 : INFO : EPOCH 15 - PROGRESS: at 73.09% examples, 253967 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:14,595 : INFO : EPOCH 15 - PROGRESS: at 73.33% examples, 253968 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:15,607 : INFO : EPOCH 15 - PROGRESS: at 73.58% examples, 253949 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:16,613 : INFO : EPOCH 15 - PROGRESS: at 73.82% examples, 253950 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:17,662 : INFO : EPOCH 15 - PROGRESS: at 74.06% examples, 253918 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:18,674 : INFO : EPOCH 15 - PROGRESS: at 74.29% examples, 253890 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:19,675 : INFO : EPOCH 15 - PROGRESS: at 74.55% examples, 253930 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:20,720 : INFO : EPOCH 15 - PROGRESS: at 74.76% examples, 253910 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:21,765 : INFO : EPOCH 15 - PROGRESS: at 74.98% examples, 253879 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:22,794 : INFO : EPOCH 15 - PROGRESS: at 75.37% examples, 253895 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:23,833 : INFO : EPOCH 15 - PROGRESS: at 75.80% examples, 253871 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:24,857 : INFO : EPOCH 15 - PROGRESS: at 76.09% examples, 253878 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:25,878 : INFO : EPOCH 15 - PROGRESS: at 76.41% examples, 253893 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:26,881 : INFO : EPOCH 15 - PROGRESS: at 76.86% examples, 253863 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:27,886 : INFO : EPOCH 15 - PROGRESS: at 77.39% examples, 253864 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:28,902 : INFO : EPOCH 15 - PROGRESS: at 77.76% examples, 253872 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:29,969 : INFO : EPOCH 15 - PROGRESS: at 78.09% examples, 253841 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:30,975 : INFO : EPOCH 15 - PROGRESS: at 78.41% examples, 253835 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:31,993 : INFO : EPOCH 15 - PROGRESS: at 78.82% examples, 253848 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:32,997 : INFO : EPOCH 15 - PROGRESS: at 79.22% examples, 253859 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:34,000 : INFO : EPOCH 15 - PROGRESS: at 79.66% examples, 253888 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:35,069 : INFO : EPOCH 15 - PROGRESS: at 79.96% examples, 253866 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:36,112 : INFO : EPOCH 15 - PROGRESS: at 80.39% examples, 253905 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:37,115 : INFO : EPOCH 15 - PROGRESS: at 80.85% examples, 253898 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:38,147 : INFO : EPOCH 15 - PROGRESS: at 81.19% examples, 253874 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:39,221 : INFO : EPOCH 15 - PROGRESS: at 81.61% examples, 253886 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:40,287 : INFO : EPOCH 15 - PROGRESS: at 82.07% examples, 253901 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:41,324 : INFO : EPOCH 15 - PROGRESS: at 82.52% examples, 253940 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:42,340 : INFO : EPOCH 15 - PROGRESS: at 82.94% examples, 253960 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:43,365 : INFO : EPOCH 15 - PROGRESS: at 83.24% examples, 253929 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:44,388 : INFO : EPOCH 15 - PROGRESS: at 83.68% examples, 253913 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:45,401 : INFO : EPOCH 15 - PROGRESS: at 84.05% examples, 253926 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:46,412 : INFO : EPOCH 15 - PROGRESS: at 84.38% examples, 253889 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:47,476 : INFO : EPOCH 15 - PROGRESS: at 84.89% examples, 253934 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:48,546 : INFO : EPOCH 15 - PROGRESS: at 85.38% examples, 253919 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:49,552 : INFO : EPOCH 15 - PROGRESS: at 85.75% examples, 253968 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:50,616 : INFO : EPOCH 15 - PROGRESS: at 86.17% examples, 253878 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:51,660 : INFO : EPOCH 15 - PROGRESS: at 86.48% examples, 253896 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:52,670 : INFO : EPOCH 15 - PROGRESS: at 86.81% examples, 253894 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:53,691 : INFO : EPOCH 15 - PROGRESS: at 87.21% examples, 253852 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:54,712 : INFO : EPOCH 15 - PROGRESS: at 87.67% examples, 253865 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:55,724 : INFO : EPOCH 15 - PROGRESS: at 88.08% examples, 253881 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:56,730 : INFO : EPOCH 15 - PROGRESS: at 88.69% examples, 253852 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:57,733 : INFO : EPOCH 15 - PROGRESS: at 89.00% examples, 253883 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:58,765 : INFO : EPOCH 15 - PROGRESS: at 89.19% examples, 253947 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:19:59,803 : INFO : EPOCH 15 - PROGRESS: at 89.57% examples, 253980 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:00,804 : INFO : EPOCH 15 - PROGRESS: at 89.97% examples, 253993 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:01,808 : INFO : EPOCH 15 - PROGRESS: at 90.48% examples, 253980 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:02,816 : INFO : EPOCH 15 - PROGRESS: at 90.91% examples, 253959 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:03,835 : INFO : EPOCH 15 - PROGRESS: at 91.32% examples, 253956 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:04,841 : INFO : EPOCH 15 - PROGRESS: at 91.82% examples, 253966 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:05,843 : INFO : EPOCH 15 - PROGRESS: at 92.21% examples, 253966 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:06,849 : INFO : EPOCH 15 - PROGRESS: at 92.58% examples, 253949 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:07,888 : INFO : EPOCH 15 - PROGRESS: at 93.02% examples, 253923 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:08,904 : INFO : EPOCH 15 - PROGRESS: at 93.47% examples, 253885 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:09,916 : INFO : EPOCH 15 - PROGRESS: at 93.88% examples, 253891 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:10,918 : INFO : EPOCH 15 - PROGRESS: at 94.26% examples, 253919 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:11,944 : INFO : EPOCH 15 - PROGRESS: at 94.77% examples, 253903 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:12,950 : INFO : EPOCH 15 - PROGRESS: at 95.20% examples, 253896 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:13,959 : INFO : EPOCH 15 - PROGRESS: at 95.55% examples, 253920 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:14,965 : INFO : EPOCH 15 - PROGRESS: at 95.91% examples, 253887 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:16,016 : INFO : EPOCH 15 - PROGRESS: at 96.27% examples, 253840 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:17,031 : INFO : EPOCH 15 - PROGRESS: at 96.66% examples, 253877 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:18,070 : INFO : EPOCH 15 - PROGRESS: at 97.11% examples, 253777 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:19,120 : INFO : EPOCH 15 - PROGRESS: at 97.64% examples, 253757 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:20,125 : INFO : EPOCH 15 - PROGRESS: at 98.10% examples, 253732 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:21,133 : INFO : EPOCH 15 - PROGRESS: at 98.53% examples, 253688 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:22,152 : INFO : EPOCH 15 - PROGRESS: at 98.94% examples, 253655 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:23,179 : INFO : EPOCH 15 - PROGRESS: at 99.34% examples, 253474 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:24,197 : INFO : EPOCH 15 - PROGRESS: at 99.73% examples, 253279 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:24,705 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 06:20:24,750 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 06:20:24,787 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 06:20:24,789 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 06:20:24,790 : INFO : EPOCH - 15 : training on 85855864 raw words (59160571 effective words) took 233.6s, 253236 effective words/s
2020-08-16 06:20:25,808 : INFO : EPOCH 16 - PROGRESS: at 0.61% examples, 238942 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:26,840 : INFO : EPOCH 16 - PROGRESS: at 1.06% examples, 246403 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:27,859 : INFO : EPOCH 16 - PROGRESS: at 1.36% examples, 248920 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:28,868 : INFO : EPOCH 16 - PROGRESS: at 1.72% examples, 249770 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:29,918 : INFO : EPOCH 16 - PROGRESS: at 2.10% examples, 248738 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:30,929 : INFO : EPOCH 16 - PROGRESS: at 2.49% examples, 248874 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:31,931 : INFO : EPOCH 16 - PROGRESS: at 2.81% examples, 249866 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:32,939 : INFO : EPOCH 16 - PROGRESS: at 3.28% examples, 250409 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:33,990 : INFO : EPOCH 16 - PROGRESS: at 3.66% examples, 249918 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:34,996 : INFO : EPOCH 16 - PROGRESS: at 4.07% examples, 250255 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:36,015 : INFO : EPOCH 16 - PROGRESS: at 4.56% examples, 250902 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:37,017 : INFO : EPOCH 16 - PROGRESS: at 5.07% examples, 250940 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:38,027 : INFO : EPOCH 16 - PROGRESS: at 5.54% examples, 250930 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:39,039 : INFO : EPOCH 16 - PROGRESS: at 5.95% examples, 250965 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:40,046 : INFO : EPOCH 16 - PROGRESS: at 6.29% examples, 251365 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:41,075 : INFO : EPOCH 16 - PROGRESS: at 6.86% examples, 251101 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:42,081 : INFO : EPOCH 16 - PROGRESS: at 7.70% examples, 251336 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:43,086 : INFO : EPOCH 16 - PROGRESS: at 8.08% examples, 251743 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:44,104 : INFO : EPOCH 16 - PROGRESS: at 8.52% examples, 251794 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:45,107 : INFO : EPOCH 16 - PROGRESS: at 8.90% examples, 251953 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:46,122 : INFO : EPOCH 16 - PROGRESS: at 9.22% examples, 251906 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:47,167 : INFO : EPOCH 16 - PROGRESS: at 9.65% examples, 251529 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:48,185 : INFO : EPOCH 16 - PROGRESS: at 10.32% examples, 251776 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:49,221 : INFO : EPOCH 16 - PROGRESS: at 10.76% examples, 251520 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:50,226 : INFO : EPOCH 16 - PROGRESS: at 11.05% examples, 251751 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:51,250 : INFO : EPOCH 16 - PROGRESS: at 11.51% examples, 251840 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:52,255 : INFO : EPOCH 16 - PROGRESS: at 12.16% examples, 252120 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:53,257 : INFO : EPOCH 16 - PROGRESS: at 12.52% examples, 251942 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:54,278 : INFO : EPOCH 16 - PROGRESS: at 12.82% examples, 252254 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:55,319 : INFO : EPOCH 16 - PROGRESS: at 13.06% examples, 252701 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:56,350 : INFO : EPOCH 16 - PROGRESS: at 13.57% examples, 252661 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:57,364 : INFO : EPOCH 16 - PROGRESS: at 14.04% examples, 252723 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:58,392 : INFO : EPOCH 16 - PROGRESS: at 14.47% examples, 252664 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:20:59,411 : INFO : EPOCH 16 - PROGRESS: at 16.40% examples, 253588 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:00,433 : INFO : EPOCH 16 - PROGRESS: at 18.04% examples, 254404 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:01,439 : INFO : EPOCH 16 - PROGRESS: at 18.46% examples, 254319 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:02,441 : INFO : EPOCH 16 - PROGRESS: at 19.15% examples, 254582 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:03,473 : INFO : EPOCH 16 - PROGRESS: at 19.80% examples, 254837 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:04,502 : INFO : EPOCH 16 - PROGRESS: at 20.32% examples, 255052 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:05,522 : INFO : EPOCH 16 - PROGRESS: at 20.67% examples, 254837 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:06,531 : INFO : EPOCH 16 - PROGRESS: at 20.98% examples, 254717 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:07,587 : INFO : EPOCH 16 - PROGRESS: at 21.43% examples, 254567 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:08,598 : INFO : EPOCH 16 - PROGRESS: at 21.89% examples, 254891 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:09,624 : INFO : EPOCH 16 - PROGRESS: at 22.16% examples, 254655 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:10,635 : INFO : EPOCH 16 - PROGRESS: at 22.70% examples, 254553 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:11,648 : INFO : EPOCH 16 - PROGRESS: at 23.19% examples, 254457 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:12,655 : INFO : EPOCH 16 - PROGRESS: at 23.65% examples, 254476 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:13,680 : INFO : EPOCH 16 - PROGRESS: at 24.03% examples, 254433 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:14,694 : INFO : EPOCH 16 - PROGRESS: at 24.56% examples, 254517 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:15,729 : INFO : EPOCH 16 - PROGRESS: at 24.96% examples, 254334 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:16,803 : INFO : EPOCH 16 - PROGRESS: at 25.57% examples, 254199 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:17,857 : INFO : EPOCH 16 - PROGRESS: at 26.13% examples, 254187 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:18,869 : INFO : EPOCH 16 - PROGRESS: at 26.55% examples, 254173 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:19,877 : INFO : EPOCH 16 - PROGRESS: at 27.17% examples, 254181 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:20,917 : INFO : EPOCH 16 - PROGRESS: at 27.61% examples, 254124 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:21,936 : INFO : EPOCH 16 - PROGRESS: at 27.87% examples, 254197 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:22,938 : INFO : EPOCH 16 - PROGRESS: at 28.32% examples, 254201 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:23,941 : INFO : EPOCH 16 - PROGRESS: at 28.77% examples, 254191 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:24,971 : INFO : EPOCH 16 - PROGRESS: at 29.35% examples, 254101 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:26,002 : INFO : EPOCH 16 - PROGRESS: at 29.85% examples, 254060 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:27,007 : INFO : EPOCH 16 - PROGRESS: at 30.40% examples, 254025 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:28,033 : INFO : EPOCH 16 - PROGRESS: at 30.74% examples, 253996 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:29,034 : INFO : EPOCH 16 - PROGRESS: at 31.19% examples, 253979 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:30,046 : INFO : EPOCH 16 - PROGRESS: at 31.73% examples, 253977 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:31,047 : INFO : EPOCH 16 - PROGRESS: at 32.19% examples, 253967 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:32,074 : INFO : EPOCH 16 - PROGRESS: at 32.74% examples, 253919 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:33,084 : INFO : EPOCH 16 - PROGRESS: at 33.47% examples, 253965 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:34,111 : INFO : EPOCH 16 - PROGRESS: at 33.90% examples, 253915 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:35,194 : INFO : EPOCH 16 - PROGRESS: at 34.36% examples, 253905 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:36,227 : INFO : EPOCH 16 - PROGRESS: at 34.82% examples, 254036 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:37,234 : INFO : EPOCH 16 - PROGRESS: at 35.27% examples, 253969 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:38,236 : INFO : EPOCH 16 - PROGRESS: at 35.69% examples, 254041 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:39,264 : INFO : EPOCH 16 - PROGRESS: at 36.11% examples, 253935 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:40,269 : INFO : EPOCH 16 - PROGRESS: at 36.51% examples, 253903 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:41,325 : INFO : EPOCH 16 - PROGRESS: at 37.06% examples, 253854 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:42,343 : INFO : EPOCH 16 - PROGRESS: at 37.60% examples, 253913 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:43,348 : INFO : EPOCH 16 - PROGRESS: at 37.99% examples, 253945 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:44,407 : INFO : EPOCH 16 - PROGRESS: at 38.46% examples, 253891 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:45,427 : INFO : EPOCH 16 - PROGRESS: at 38.86% examples, 253910 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:46,434 : INFO : EPOCH 16 - PROGRESS: at 39.37% examples, 254004 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:47,464 : INFO : EPOCH 16 - PROGRESS: at 39.93% examples, 253918 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:48,507 : INFO : EPOCH 16 - PROGRESS: at 40.47% examples, 253926 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:49,542 : INFO : EPOCH 16 - PROGRESS: at 40.88% examples, 253901 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:50,623 : INFO : EPOCH 16 - PROGRESS: at 41.41% examples, 253842 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:51,697 : INFO : EPOCH 16 - PROGRESS: at 41.85% examples, 253811 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:52,709 : INFO : EPOCH 16 - PROGRESS: at 42.33% examples, 253890 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:53,733 : INFO : EPOCH 16 - PROGRESS: at 42.93% examples, 253832 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:54,767 : INFO : EPOCH 16 - PROGRESS: at 43.44% examples, 253817 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:55,767 : INFO : EPOCH 16 - PROGRESS: at 44.09% examples, 253861 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:56,803 : INFO : EPOCH 16 - PROGRESS: at 44.68% examples, 253797 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:57,860 : INFO : EPOCH 16 - PROGRESS: at 45.01% examples, 253735 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:58,894 : INFO : EPOCH 16 - PROGRESS: at 45.47% examples, 253713 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:21:59,920 : INFO : EPOCH 16 - PROGRESS: at 45.89% examples, 253755 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:00,923 : INFO : EPOCH 16 - PROGRESS: at 46.34% examples, 253742 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:01,927 : INFO : EPOCH 16 - PROGRESS: at 46.87% examples, 253694 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:02,961 : INFO : EPOCH 16 - PROGRESS: at 47.45% examples, 253696 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:03,997 : INFO : EPOCH 16 - PROGRESS: at 48.02% examples, 253657 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:05,005 : INFO : EPOCH 16 - PROGRESS: at 48.56% examples, 253702 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:06,011 : INFO : EPOCH 16 - PROGRESS: at 48.94% examples, 253682 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:07,070 : INFO : EPOCH 16 - PROGRESS: at 49.41% examples, 253659 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:08,087 : INFO : EPOCH 16 - PROGRESS: at 49.88% examples, 253749 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:09,126 : INFO : EPOCH 16 - PROGRESS: at 50.29% examples, 253638 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:10,160 : INFO : EPOCH 16 - PROGRESS: at 50.80% examples, 253659 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:11,214 : INFO : EPOCH 16 - PROGRESS: at 51.34% examples, 253647 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:12,253 : INFO : EPOCH 16 - PROGRESS: at 51.80% examples, 253629 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:13,258 : INFO : EPOCH 16 - PROGRESS: at 52.38% examples, 253709 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:14,264 : INFO : EPOCH 16 - PROGRESS: at 53.13% examples, 253803 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:15,279 : INFO : EPOCH 16 - PROGRESS: at 53.78% examples, 253930 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:16,288 : INFO : EPOCH 16 - PROGRESS: at 54.42% examples, 254084 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:17,288 : INFO : EPOCH 16 - PROGRESS: at 54.98% examples, 254155 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:18,301 : INFO : EPOCH 16 - PROGRESS: at 55.33% examples, 254153 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:19,334 : INFO : EPOCH 16 - PROGRESS: at 55.99% examples, 254164 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:20,343 : INFO : EPOCH 16 - PROGRESS: at 56.45% examples, 254212 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:21,370 : INFO : EPOCH 16 - PROGRESS: at 56.86% examples, 254166 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:22,377 : INFO : EPOCH 16 - PROGRESS: at 57.20% examples, 254123 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:23,396 : INFO : EPOCH 16 - PROGRESS: at 57.58% examples, 254091 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:24,424 : INFO : EPOCH 16 - PROGRESS: at 57.96% examples, 254087 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:25,434 : INFO : EPOCH 16 - PROGRESS: at 58.39% examples, 254057 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:26,462 : INFO : EPOCH 16 - PROGRESS: at 58.75% examples, 254081 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:27,481 : INFO : EPOCH 16 - PROGRESS: at 59.19% examples, 254050 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:28,522 : INFO : EPOCH 16 - PROGRESS: at 59.60% examples, 254010 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:29,539 : INFO : EPOCH 16 - PROGRESS: at 60.10% examples, 254015 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:30,577 : INFO : EPOCH 16 - PROGRESS: at 60.38% examples, 253936 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:31,579 : INFO : EPOCH 16 - PROGRESS: at 60.74% examples, 253972 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:32,645 : INFO : EPOCH 16 - PROGRESS: at 61.05% examples, 253883 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:33,656 : INFO : EPOCH 16 - PROGRESS: at 61.33% examples, 253852 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:34,665 : INFO : EPOCH 16 - PROGRESS: at 61.66% examples, 253892 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:35,716 : INFO : EPOCH 16 - PROGRESS: at 62.08% examples, 253836 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:36,730 : INFO : EPOCH 16 - PROGRESS: at 62.73% examples, 254084 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:37,764 : INFO : EPOCH 16 - PROGRESS: at 63.34% examples, 254175 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:38,812 : INFO : EPOCH 16 - PROGRESS: at 63.94% examples, 254323 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:39,841 : INFO : EPOCH 16 - PROGRESS: at 64.38% examples, 254365 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:40,863 : INFO : EPOCH 16 - PROGRESS: at 64.66% examples, 254266 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:41,884 : INFO : EPOCH 16 - PROGRESS: at 64.91% examples, 254300 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:42,896 : INFO : EPOCH 16 - PROGRESS: at 65.35% examples, 254340 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:43,913 : INFO : EPOCH 16 - PROGRESS: at 65.70% examples, 254287 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:44,935 : INFO : EPOCH 16 - PROGRESS: at 66.12% examples, 254274 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:45,970 : INFO : EPOCH 16 - PROGRESS: at 66.75% examples, 254377 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:47,010 : INFO : EPOCH 16 - PROGRESS: at 67.37% examples, 254498 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:48,016 : INFO : EPOCH 16 - PROGRESS: at 67.74% examples, 254514 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:49,021 : INFO : EPOCH 16 - PROGRESS: at 68.09% examples, 254553 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:50,027 : INFO : EPOCH 16 - PROGRESS: at 68.18% examples, 254567 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:51,029 : INFO : EPOCH 16 - PROGRESS: at 68.40% examples, 254595 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:52,039 : INFO : EPOCH 16 - PROGRESS: at 68.72% examples, 254574 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:53,047 : INFO : EPOCH 16 - PROGRESS: at 69.14% examples, 254534 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:54,081 : INFO : EPOCH 16 - PROGRESS: at 69.49% examples, 254542 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:55,091 : INFO : EPOCH 16 - PROGRESS: at 69.83% examples, 254523 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:56,093 : INFO : EPOCH 16 - PROGRESS: at 70.10% examples, 254534 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:57,104 : INFO : EPOCH 16 - PROGRESS: at 70.41% examples, 254486 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:58,136 : INFO : EPOCH 16 - PROGRESS: at 70.74% examples, 254415 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:22:59,139 : INFO : EPOCH 16 - PROGRESS: at 71.05% examples, 254429 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:00,161 : INFO : EPOCH 16 - PROGRESS: at 71.52% examples, 254422 words/s, in_qsize 6, out_qsize 1
2020-08-16 06:23:01,179 : INFO : EPOCH 16 - PROGRESS: at 71.78% examples, 254411 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:02,194 : INFO : EPOCH 16 - PROGRESS: at 72.01% examples, 254385 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:03,211 : INFO : EPOCH 16 - PROGRESS: at 72.26% examples, 254379 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:04,219 : INFO : EPOCH 16 - PROGRESS: at 72.49% examples, 254312 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:05,241 : INFO : EPOCH 16 - PROGRESS: at 72.71% examples, 254291 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:06,244 : INFO : EPOCH 16 - PROGRESS: at 72.90% examples, 254299 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:07,268 : INFO : EPOCH 16 - PROGRESS: at 73.16% examples, 254283 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:08,281 : INFO : EPOCH 16 - PROGRESS: at 73.40% examples, 254250 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:09,307 : INFO : EPOCH 16 - PROGRESS: at 73.63% examples, 254241 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:10,321 : INFO : EPOCH 16 - PROGRESS: at 73.88% examples, 254234 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:11,335 : INFO : EPOCH 16 - PROGRESS: at 74.12% examples, 254217 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:12,361 : INFO : EPOCH 16 - PROGRESS: at 74.36% examples, 254163 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:13,383 : INFO : EPOCH 16 - PROGRESS: at 74.60% examples, 254172 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:14,388 : INFO : EPOCH 16 - PROGRESS: at 74.79% examples, 254177 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:15,390 : INFO : EPOCH 16 - PROGRESS: at 75.05% examples, 254168 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:16,414 : INFO : EPOCH 16 - PROGRESS: at 75.45% examples, 254161 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:17,418 : INFO : EPOCH 16 - PROGRESS: at 75.86% examples, 254180 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:18,422 : INFO : EPOCH 16 - PROGRESS: at 76.13% examples, 254166 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:19,469 : INFO : EPOCH 16 - PROGRESS: at 76.47% examples, 254128 words/s, in_qsize 6, out_qsize 1
2020-08-16 06:23:20,473 : INFO : EPOCH 16 - PROGRESS: at 76.97% examples, 254176 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:21,483 : INFO : EPOCH 16 - PROGRESS: at 77.48% examples, 254168 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:22,487 : INFO : EPOCH 16 - PROGRESS: at 77.82% examples, 254155 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:23,491 : INFO : EPOCH 16 - PROGRESS: at 78.13% examples, 254135 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:24,540 : INFO : EPOCH 16 - PROGRESS: at 78.44% examples, 254063 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:25,542 : INFO : EPOCH 16 - PROGRESS: at 78.85% examples, 254061 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:26,551 : INFO : EPOCH 16 - PROGRESS: at 79.28% examples, 254071 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:27,556 : INFO : EPOCH 16 - PROGRESS: at 79.69% examples, 254117 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:28,561 : INFO : EPOCH 16 - PROGRESS: at 80.01% examples, 254156 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:29,579 : INFO : EPOCH 16 - PROGRESS: at 80.39% examples, 254115 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:30,619 : INFO : EPOCH 16 - PROGRESS: at 80.87% examples, 254127 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:31,622 : INFO : EPOCH 16 - PROGRESS: at 81.22% examples, 254140 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:32,683 : INFO : EPOCH 16 - PROGRESS: at 81.61% examples, 254096 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:33,758 : INFO : EPOCH 16 - PROGRESS: at 82.07% examples, 254100 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:34,799 : INFO : EPOCH 16 - PROGRESS: at 82.52% examples, 254136 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:35,823 : INFO : EPOCH 16 - PROGRESS: at 82.94% examples, 254142 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:36,841 : INFO : EPOCH 16 - PROGRESS: at 83.24% examples, 254118 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:37,869 : INFO : EPOCH 16 - PROGRESS: at 83.68% examples, 254094 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:38,880 : INFO : EPOCH 16 - PROGRESS: at 84.04% examples, 254074 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:39,916 : INFO : EPOCH 16 - PROGRESS: at 84.37% examples, 254003 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:40,942 : INFO : EPOCH 16 - PROGRESS: at 84.83% examples, 253990 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:41,952 : INFO : EPOCH 16 - PROGRESS: at 85.27% examples, 253945 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:42,993 : INFO : EPOCH 16 - PROGRESS: at 85.64% examples, 253752 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:44,005 : INFO : EPOCH 16 - PROGRESS: at 85.94% examples, 253520 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:45,023 : INFO : EPOCH 16 - PROGRESS: at 86.32% examples, 253411 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:46,069 : INFO : EPOCH 16 - PROGRESS: at 86.57% examples, 253384 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:47,089 : INFO : EPOCH 16 - PROGRESS: at 86.92% examples, 253377 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:48,116 : INFO : EPOCH 16 - PROGRESS: at 87.40% examples, 253353 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:49,147 : INFO : EPOCH 16 - PROGRESS: at 87.86% examples, 253364 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:50,150 : INFO : EPOCH 16 - PROGRESS: at 88.26% examples, 253369 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:51,153 : INFO : EPOCH 16 - PROGRESS: at 88.85% examples, 253354 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:52,156 : INFO : EPOCH 16 - PROGRESS: at 89.11% examples, 253413 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:53,175 : INFO : EPOCH 16 - PROGRESS: at 89.27% examples, 253482 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:54,181 : INFO : EPOCH 16 - PROGRESS: at 89.72% examples, 253465 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:55,201 : INFO : EPOCH 16 - PROGRESS: at 90.07% examples, 253473 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:56,211 : INFO : EPOCH 16 - PROGRESS: at 90.66% examples, 253481 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:57,217 : INFO : EPOCH 16 - PROGRESS: at 91.04% examples, 253480 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:58,225 : INFO : EPOCH 16 - PROGRESS: at 91.42% examples, 253455 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:23:59,236 : INFO : EPOCH 16 - PROGRESS: at 91.94% examples, 253472 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:00,253 : INFO : EPOCH 16 - PROGRESS: at 92.36% examples, 253461 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:01,253 : INFO : EPOCH 16 - PROGRESS: at 92.76% examples, 253436 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:02,278 : INFO : EPOCH 16 - PROGRESS: at 93.13% examples, 253414 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:03,299 : INFO : EPOCH 16 - PROGRESS: at 93.55% examples, 253388 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:04,306 : INFO : EPOCH 16 - PROGRESS: at 94.04% examples, 253414 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:05,343 : INFO : EPOCH 16 - PROGRESS: at 94.41% examples, 253399 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:06,357 : INFO : EPOCH 16 - PROGRESS: at 94.96% examples, 253401 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:07,366 : INFO : EPOCH 16 - PROGRESS: at 95.33% examples, 253392 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:08,369 : INFO : EPOCH 16 - PROGRESS: at 95.63% examples, 253390 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:09,407 : INFO : EPOCH 16 - PROGRESS: at 96.03% examples, 253361 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:10,415 : INFO : EPOCH 16 - PROGRESS: at 96.38% examples, 253334 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:11,422 : INFO : EPOCH 16 - PROGRESS: at 96.79% examples, 253331 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:12,437 : INFO : EPOCH 16 - PROGRESS: at 97.27% examples, 253325 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:13,477 : INFO : EPOCH 16 - PROGRESS: at 97.80% examples, 253325 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:14,499 : INFO : EPOCH 16 - PROGRESS: at 98.31% examples, 253338 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:15,503 : INFO : EPOCH 16 - PROGRESS: at 98.68% examples, 253322 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:16,537 : INFO : EPOCH 16 - PROGRESS: at 99.12% examples, 253323 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:17,556 : INFO : EPOCH 16 - PROGRESS: at 99.62% examples, 253326 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:18,280 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 06:24:18,292 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 06:24:18,303 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 06:24:18,339 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 06:24:18,339 : INFO : EPOCH - 16 : training on 85855864 raw words (59160225 effective words) took 233.5s, 253316 effective words/s
2020-08-16 06:24:19,366 : INFO : EPOCH 17 - PROGRESS: at 0.61% examples, 238017 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:20,368 : INFO : EPOCH 17 - PROGRESS: at 1.04% examples, 245990 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:21,387 : INFO : EPOCH 17 - PROGRESS: at 1.34% examples, 246204 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:22,390 : INFO : EPOCH 17 - PROGRESS: at 1.71% examples, 248567 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:23,396 : INFO : EPOCH 17 - PROGRESS: at 2.07% examples, 249478 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:24,403 : INFO : EPOCH 17 - PROGRESS: at 2.47% examples, 249729 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:25,413 : INFO : EPOCH 17 - PROGRESS: at 2.80% examples, 250313 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:26,438 : INFO : EPOCH 17 - PROGRESS: at 3.25% examples, 250260 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:27,452 : INFO : EPOCH 17 - PROGRESS: at 3.63% examples, 250160 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:28,454 : INFO : EPOCH 17 - PROGRESS: at 4.04% examples, 251112 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:29,456 : INFO : EPOCH 17 - PROGRESS: at 4.51% examples, 250666 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:30,477 : INFO : EPOCH 17 - PROGRESS: at 5.00% examples, 250742 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:31,478 : INFO : EPOCH 17 - PROGRESS: at 5.48% examples, 251052 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:32,512 : INFO : EPOCH 17 - PROGRESS: at 5.91% examples, 250662 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:33,516 : INFO : EPOCH 17 - PROGRESS: at 6.25% examples, 251255 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:34,541 : INFO : EPOCH 17 - PROGRESS: at 6.72% examples, 250908 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:35,569 : INFO : EPOCH 17 - PROGRESS: at 7.67% examples, 251497 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:36,594 : INFO : EPOCH 17 - PROGRESS: at 8.06% examples, 251194 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:37,614 : INFO : EPOCH 17 - PROGRESS: at 8.49% examples, 251227 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:38,628 : INFO : EPOCH 17 - PROGRESS: at 8.88% examples, 251282 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:39,637 : INFO : EPOCH 17 - PROGRESS: at 9.19% examples, 251356 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:40,648 : INFO : EPOCH 17 - PROGRESS: at 9.63% examples, 251808 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:41,678 : INFO : EPOCH 17 - PROGRESS: at 10.29% examples, 251570 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:42,689 : INFO : EPOCH 17 - PROGRESS: at 10.74% examples, 251853 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:43,721 : INFO : EPOCH 17 - PROGRESS: at 11.03% examples, 251554 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:44,772 : INFO : EPOCH 17 - PROGRESS: at 11.48% examples, 251605 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:45,802 : INFO : EPOCH 17 - PROGRESS: at 12.15% examples, 251947 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:46,809 : INFO : EPOCH 17 - PROGRESS: at 12.52% examples, 251969 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:47,811 : INFO : EPOCH 17 - PROGRESS: at 12.81% examples, 252008 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:48,814 : INFO : EPOCH 17 - PROGRESS: at 13.02% examples, 252507 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:49,838 : INFO : EPOCH 17 - PROGRESS: at 13.53% examples, 252515 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:50,862 : INFO : EPOCH 17 - PROGRESS: at 14.01% examples, 252519 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:51,871 : INFO : EPOCH 17 - PROGRESS: at 14.45% examples, 252624 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:52,878 : INFO : EPOCH 17 - PROGRESS: at 16.38% examples, 253583 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:53,897 : INFO : EPOCH 17 - PROGRESS: at 17.94% examples, 254240 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:54,909 : INFO : EPOCH 17 - PROGRESS: at 18.41% examples, 254161 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:55,917 : INFO : EPOCH 17 - PROGRESS: at 19.10% examples, 254544 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:56,945 : INFO : EPOCH 17 - PROGRESS: at 19.74% examples, 254638 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:57,955 : INFO : EPOCH 17 - PROGRESS: at 20.28% examples, 254960 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:58,959 : INFO : EPOCH 17 - PROGRESS: at 20.64% examples, 254775 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:24:59,975 : INFO : EPOCH 17 - PROGRESS: at 20.93% examples, 254662 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:00,983 : INFO : EPOCH 17 - PROGRESS: at 21.36% examples, 254733 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:02,047 : INFO : EPOCH 17 - PROGRESS: at 21.80% examples, 254357 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:03,050 : INFO : EPOCH 17 - PROGRESS: at 22.12% examples, 254510 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:04,099 : INFO : EPOCH 17 - PROGRESS: at 22.60% examples, 254269 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:05,142 : INFO : EPOCH 17 - PROGRESS: at 23.15% examples, 254273 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:06,147 : INFO : EPOCH 17 - PROGRESS: at 23.62% examples, 254223 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:07,175 : INFO : EPOCH 17 - PROGRESS: at 24.00% examples, 254214 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:08,178 : INFO : EPOCH 17 - PROGRESS: at 24.50% examples, 254207 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:09,216 : INFO : EPOCH 17 - PROGRESS: at 24.91% examples, 254118 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:10,280 : INFO : EPOCH 17 - PROGRESS: at 25.52% examples, 254038 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:11,339 : INFO : EPOCH 17 - PROGRESS: at 26.09% examples, 253975 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:12,363 : INFO : EPOCH 17 - PROGRESS: at 26.47% examples, 253938 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:13,375 : INFO : EPOCH 17 - PROGRESS: at 27.12% examples, 253965 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:14,405 : INFO : EPOCH 17 - PROGRESS: at 27.56% examples, 253922 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:15,428 : INFO : EPOCH 17 - PROGRESS: at 27.82% examples, 253979 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:16,441 : INFO : EPOCH 17 - PROGRESS: at 28.28% examples, 254000 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:17,448 : INFO : EPOCH 17 - PROGRESS: at 28.72% examples, 253968 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:18,467 : INFO : EPOCH 17 - PROGRESS: at 29.30% examples, 253902 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:19,494 : INFO : EPOCH 17 - PROGRESS: at 29.77% examples, 253854 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:20,501 : INFO : EPOCH 17 - PROGRESS: at 30.34% examples, 253822 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:21,531 : INFO : EPOCH 17 - PROGRESS: at 30.69% examples, 253813 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:22,551 : INFO : EPOCH 17 - PROGRESS: at 31.13% examples, 253815 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:23,553 : INFO : EPOCH 17 - PROGRESS: at 31.70% examples, 253769 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:24,562 : INFO : EPOCH 17 - PROGRESS: at 32.16% examples, 253791 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:25,582 : INFO : EPOCH 17 - PROGRESS: at 32.68% examples, 253699 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:26,611 : INFO : EPOCH 17 - PROGRESS: at 33.43% examples, 253774 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:27,619 : INFO : EPOCH 17 - PROGRESS: at 33.87% examples, 253755 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:28,650 : INFO : EPOCH 17 - PROGRESS: at 34.32% examples, 253776 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:29,671 : INFO : EPOCH 17 - PROGRESS: at 34.74% examples, 253870 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:30,698 : INFO : EPOCH 17 - PROGRESS: at 35.21% examples, 253828 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:31,737 : INFO : EPOCH 17 - PROGRESS: at 35.62% examples, 253719 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:32,750 : INFO : EPOCH 17 - PROGRESS: at 36.06% examples, 253784 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:33,774 : INFO : EPOCH 17 - PROGRESS: at 36.47% examples, 253787 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:34,812 : INFO : EPOCH 17 - PROGRESS: at 36.99% examples, 253695 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:35,838 : INFO : EPOCH 17 - PROGRESS: at 37.54% examples, 253738 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:36,839 : INFO : EPOCH 17 - PROGRESS: at 37.96% examples, 253778 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:37,845 : INFO : EPOCH 17 - PROGRESS: at 38.40% examples, 253828 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:38,850 : INFO : EPOCH 17 - PROGRESS: at 38.78% examples, 253705 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:39,864 : INFO : EPOCH 17 - PROGRESS: at 39.29% examples, 253729 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:40,871 : INFO : EPOCH 17 - PROGRESS: at 39.85% examples, 253883 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:41,902 : INFO : EPOCH 17 - PROGRESS: at 40.35% examples, 253731 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:42,903 : INFO : EPOCH 17 - PROGRESS: at 40.78% examples, 253763 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:43,911 : INFO : EPOCH 17 - PROGRESS: at 41.27% examples, 253679 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:44,911 : INFO : EPOCH 17 - PROGRESS: at 41.70% examples, 253683 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:45,928 : INFO : EPOCH 17 - PROGRESS: at 42.12% examples, 253658 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:46,929 : INFO : EPOCH 17 - PROGRESS: at 42.71% examples, 253630 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:47,935 : INFO : EPOCH 17 - PROGRESS: at 43.23% examples, 253738 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:48,945 : INFO : EPOCH 17 - PROGRESS: at 43.79% examples, 253657 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:49,961 : INFO : EPOCH 17 - PROGRESS: at 44.41% examples, 253603 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:50,979 : INFO : EPOCH 17 - PROGRESS: at 44.81% examples, 253638 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:52,009 : INFO : EPOCH 17 - PROGRESS: at 45.32% examples, 253551 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:53,028 : INFO : EPOCH 17 - PROGRESS: at 45.71% examples, 253564 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:54,048 : INFO : EPOCH 17 - PROGRESS: at 46.13% examples, 253569 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:55,060 : INFO : EPOCH 17 - PROGRESS: at 46.59% examples, 253538 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:56,066 : INFO : EPOCH 17 - PROGRESS: at 47.12% examples, 253493 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:57,076 : INFO : EPOCH 17 - PROGRESS: at 47.77% examples, 253507 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:58,090 : INFO : EPOCH 17 - PROGRESS: at 48.29% examples, 253482 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:25:59,117 : INFO : EPOCH 17 - PROGRESS: at 48.75% examples, 253507 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:00,142 : INFO : EPOCH 17 - PROGRESS: at 49.16% examples, 253505 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:01,149 : INFO : EPOCH 17 - PROGRESS: at 49.62% examples, 253473 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:02,217 : INFO : EPOCH 17 - PROGRESS: at 50.04% examples, 253429 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:03,309 : INFO : EPOCH 17 - PROGRESS: at 50.55% examples, 253406 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:04,323 : INFO : EPOCH 17 - PROGRESS: at 51.07% examples, 253480 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:05,360 : INFO : EPOCH 17 - PROGRESS: at 51.57% examples, 253416 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:06,392 : INFO : EPOCH 17 - PROGRESS: at 52.06% examples, 253429 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:07,405 : INFO : EPOCH 17 - PROGRESS: at 52.77% examples, 253494 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:08,446 : INFO : EPOCH 17 - PROGRESS: at 53.47% examples, 253632 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:09,460 : INFO : EPOCH 17 - PROGRESS: at 54.12% examples, 253773 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:10,462 : INFO : EPOCH 17 - PROGRESS: at 54.80% examples, 253939 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:11,476 : INFO : EPOCH 17 - PROGRESS: at 55.16% examples, 253937 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:12,495 : INFO : EPOCH 17 - PROGRESS: at 55.64% examples, 253937 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:13,499 : INFO : EPOCH 17 - PROGRESS: at 56.20% examples, 253927 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:14,520 : INFO : EPOCH 17 - PROGRESS: at 56.69% examples, 253885 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:15,526 : INFO : EPOCH 17 - PROGRESS: at 57.01% examples, 253864 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:16,531 : INFO : EPOCH 17 - PROGRESS: at 57.39% examples, 253889 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:17,539 : INFO : EPOCH 17 - PROGRESS: at 57.73% examples, 253862 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:18,542 : INFO : EPOCH 17 - PROGRESS: at 58.18% examples, 253854 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:19,547 : INFO : EPOCH 17 - PROGRESS: at 58.56% examples, 253825 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:20,551 : INFO : EPOCH 17 - PROGRESS: at 58.93% examples, 253846 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:21,583 : INFO : EPOCH 17 - PROGRESS: at 59.32% examples, 253782 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:22,611 : INFO : EPOCH 17 - PROGRESS: at 59.91% examples, 253765 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:23,619 : INFO : EPOCH 17 - PROGRESS: at 60.18% examples, 253758 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:24,621 : INFO : EPOCH 17 - PROGRESS: at 60.55% examples, 253695 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:25,654 : INFO : EPOCH 17 - PROGRESS: at 60.84% examples, 253654 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:26,660 : INFO : EPOCH 17 - PROGRESS: at 61.14% examples, 253605 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:27,677 : INFO : EPOCH 17 - PROGRESS: at 61.44% examples, 253662 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:28,686 : INFO : EPOCH 17 - PROGRESS: at 61.78% examples, 253626 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:29,707 : INFO : EPOCH 17 - PROGRESS: at 62.27% examples, 253652 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:30,724 : INFO : EPOCH 17 - PROGRESS: at 62.93% examples, 253899 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:31,754 : INFO : EPOCH 17 - PROGRESS: at 63.52% examples, 253995 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:32,766 : INFO : EPOCH 17 - PROGRESS: at 64.11% examples, 254081 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:33,820 : INFO : EPOCH 17 - PROGRESS: at 64.43% examples, 254015 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:34,845 : INFO : EPOCH 17 - PROGRESS: at 64.74% examples, 254008 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:35,845 : INFO : EPOCH 17 - PROGRESS: at 64.99% examples, 254037 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:36,866 : INFO : EPOCH 17 - PROGRESS: at 65.38% examples, 253915 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:37,866 : INFO : EPOCH 17 - PROGRESS: at 65.82% examples, 253925 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:38,912 : INFO : EPOCH 17 - PROGRESS: at 66.21% examples, 253899 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:39,917 : INFO : EPOCH 17 - PROGRESS: at 66.93% examples, 254107 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:40,957 : INFO : EPOCH 17 - PROGRESS: at 67.43% examples, 254139 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:41,968 : INFO : EPOCH 17 - PROGRESS: at 67.81% examples, 254120 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:43,051 : INFO : EPOCH 17 - PROGRESS: at 68.14% examples, 254022 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:44,061 : INFO : EPOCH 17 - PROGRESS: at 68.25% examples, 254199 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:45,072 : INFO : EPOCH 17 - PROGRESS: at 68.49% examples, 254183 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:46,098 : INFO : EPOCH 17 - PROGRESS: at 68.82% examples, 254156 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:47,138 : INFO : EPOCH 17 - PROGRESS: at 69.24% examples, 254100 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:48,156 : INFO : EPOCH 17 - PROGRESS: at 69.61% examples, 254139 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:49,199 : INFO : EPOCH 17 - PROGRESS: at 69.91% examples, 254069 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:50,203 : INFO : EPOCH 17 - PROGRESS: at 70.17% examples, 254043 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:51,254 : INFO : EPOCH 17 - PROGRESS: at 70.53% examples, 254016 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:52,263 : INFO : EPOCH 17 - PROGRESS: at 70.84% examples, 254010 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:53,271 : INFO : EPOCH 17 - PROGRESS: at 71.17% examples, 254017 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:54,301 : INFO : EPOCH 17 - PROGRESS: at 71.62% examples, 253987 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:55,309 : INFO : EPOCH 17 - PROGRESS: at 71.85% examples, 253995 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:56,327 : INFO : EPOCH 17 - PROGRESS: at 72.10% examples, 253948 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:57,350 : INFO : EPOCH 17 - PROGRESS: at 72.33% examples, 253955 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:26:58,388 : INFO : EPOCH 17 - PROGRESS: at 72.57% examples, 253831 words/s, in_qsize 6, out_qsize 1
2020-08-16 06:26:59,423 : INFO : EPOCH 17 - PROGRESS: at 72.78% examples, 253769 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:00,426 : INFO : EPOCH 17 - PROGRESS: at 72.98% examples, 253742 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:01,444 : INFO : EPOCH 17 - PROGRESS: at 73.21% examples, 253651 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:02,461 : INFO : EPOCH 17 - PROGRESS: at 73.45% examples, 253578 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:03,482 : INFO : EPOCH 17 - PROGRESS: at 73.63% examples, 253241 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:04,501 : INFO : EPOCH 17 - PROGRESS: at 73.84% examples, 252982 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:05,506 : INFO : EPOCH 17 - PROGRESS: at 74.07% examples, 252941 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:06,506 : INFO : EPOCH 17 - PROGRESS: at 74.32% examples, 253014 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:07,527 : INFO : EPOCH 17 - PROGRESS: at 74.55% examples, 252949 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:08,538 : INFO : EPOCH 17 - PROGRESS: at 74.76% examples, 252944 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:09,575 : INFO : EPOCH 17 - PROGRESS: at 74.98% examples, 252932 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:10,575 : INFO : EPOCH 17 - PROGRESS: at 75.36% examples, 252952 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:11,594 : INFO : EPOCH 17 - PROGRESS: at 75.79% examples, 252966 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:12,611 : INFO : EPOCH 17 - PROGRESS: at 76.08% examples, 252945 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:13,628 : INFO : EPOCH 17 - PROGRESS: at 76.36% examples, 252933 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:14,630 : INFO : EPOCH 17 - PROGRESS: at 76.83% examples, 252944 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:15,648 : INFO : EPOCH 17 - PROGRESS: at 77.38% examples, 252972 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:16,655 : INFO : EPOCH 17 - PROGRESS: at 77.74% examples, 252959 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:17,657 : INFO : EPOCH 17 - PROGRESS: at 78.05% examples, 252952 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:18,703 : INFO : EPOCH 17 - PROGRESS: at 78.38% examples, 252893 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:19,704 : INFO : EPOCH 17 - PROGRESS: at 78.76% examples, 252898 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:20,705 : INFO : EPOCH 17 - PROGRESS: at 79.14% examples, 252903 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:21,722 : INFO : EPOCH 17 - PROGRESS: at 79.62% examples, 252912 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:22,724 : INFO : EPOCH 17 - PROGRESS: at 79.89% examples, 252974 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:23,753 : INFO : EPOCH 17 - PROGRESS: at 80.32% examples, 252959 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:24,769 : INFO : EPOCH 17 - PROGRESS: at 80.77% examples, 252947 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:25,784 : INFO : EPOCH 17 - PROGRESS: at 81.12% examples, 252947 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:26,787 : INFO : EPOCH 17 - PROGRESS: at 81.50% examples, 252985 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:27,841 : INFO : EPOCH 17 - PROGRESS: at 81.94% examples, 252950 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:28,906 : INFO : EPOCH 17 - PROGRESS: at 82.38% examples, 252976 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:29,943 : INFO : EPOCH 17 - PROGRESS: at 82.82% examples, 252986 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:30,944 : INFO : EPOCH 17 - PROGRESS: at 83.13% examples, 253010 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:31,963 : INFO : EPOCH 17 - PROGRESS: at 83.54% examples, 252968 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:32,979 : INFO : EPOCH 17 - PROGRESS: at 83.92% examples, 252969 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:33,982 : INFO : EPOCH 17 - PROGRESS: at 84.27% examples, 252989 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:35,059 : INFO : EPOCH 17 - PROGRESS: at 84.66% examples, 252975 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:36,110 : INFO : EPOCH 17 - PROGRESS: at 85.20% examples, 252988 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:37,113 : INFO : EPOCH 17 - PROGRESS: at 85.64% examples, 252991 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:38,191 : INFO : EPOCH 17 - PROGRESS: at 86.02% examples, 252949 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:39,217 : INFO : EPOCH 17 - PROGRESS: at 86.41% examples, 252968 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:40,219 : INFO : EPOCH 17 - PROGRESS: at 86.64% examples, 252919 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:41,220 : INFO : EPOCH 17 - PROGRESS: at 87.00% examples, 252927 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:42,242 : INFO : EPOCH 17 - PROGRESS: at 87.49% examples, 252919 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:43,286 : INFO : EPOCH 17 - PROGRESS: at 87.94% examples, 252903 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:44,306 : INFO : EPOCH 17 - PROGRESS: at 88.41% examples, 252920 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:45,339 : INFO : EPOCH 17 - PROGRESS: at 88.96% examples, 252926 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:46,343 : INFO : EPOCH 17 - PROGRESS: at 89.16% examples, 252961 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:47,343 : INFO : EPOCH 17 - PROGRESS: at 89.41% examples, 253051 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:48,352 : INFO : EPOCH 17 - PROGRESS: at 89.83% examples, 253036 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:49,368 : INFO : EPOCH 17 - PROGRESS: at 90.22% examples, 253046 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:50,420 : INFO : EPOCH 17 - PROGRESS: at 90.79% examples, 253023 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:51,422 : INFO : EPOCH 17 - PROGRESS: at 91.14% examples, 253039 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:52,433 : INFO : EPOCH 17 - PROGRESS: at 91.62% examples, 253044 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:53,438 : INFO : EPOCH 17 - PROGRESS: at 92.07% examples, 253034 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:54,464 : INFO : EPOCH 17 - PROGRESS: at 92.45% examples, 252981 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:55,479 : INFO : EPOCH 17 - PROGRESS: at 92.86% examples, 252985 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:56,529 : INFO : EPOCH 17 - PROGRESS: at 93.28% examples, 252964 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:57,547 : INFO : EPOCH 17 - PROGRESS: at 93.68% examples, 252958 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:58,567 : INFO : EPOCH 17 - PROGRESS: at 94.16% examples, 252947 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:27:59,595 : INFO : EPOCH 17 - PROGRESS: at 94.57% examples, 252961 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:00,609 : INFO : EPOCH 17 - PROGRESS: at 95.09% examples, 252969 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:01,620 : INFO : EPOCH 17 - PROGRESS: at 95.43% examples, 252967 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:02,631 : INFO : EPOCH 17 - PROGRESS: at 95.72% examples, 252940 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:03,675 : INFO : EPOCH 17 - PROGRESS: at 96.15% examples, 252911 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:04,682 : INFO : EPOCH 17 - PROGRESS: at 96.57% examples, 252922 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:05,682 : INFO : EPOCH 17 - PROGRESS: at 96.94% examples, 252925 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:06,686 : INFO : EPOCH 17 - PROGRESS: at 97.47% examples, 252913 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:07,707 : INFO : EPOCH 17 - PROGRESS: at 97.96% examples, 252895 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:08,717 : INFO : EPOCH 17 - PROGRESS: at 98.42% examples, 252894 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:09,722 : INFO : EPOCH 17 - PROGRESS: at 98.80% examples, 252906 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:10,725 : INFO : EPOCH 17 - PROGRESS: at 99.22% examples, 252880 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:11,754 : INFO : EPOCH 17 - PROGRESS: at 99.75% examples, 252879 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:12,210 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 06:28:12,218 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 06:28:12,232 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 06:28:12,269 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 06:28:12,270 : INFO : EPOCH - 17 : training on 85855864 raw words (59157301 effective words) took 233.9s, 252892 effective words/s
2020-08-16 06:28:13,294 : INFO : EPOCH 18 - PROGRESS: at 0.61% examples, 237954 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:14,299 : INFO : EPOCH 18 - PROGRESS: at 1.04% examples, 245531 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:15,317 : INFO : EPOCH 18 - PROGRESS: at 1.34% examples, 245976 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:16,319 : INFO : EPOCH 18 - PROGRESS: at 1.71% examples, 248524 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:17,334 : INFO : EPOCH 18 - PROGRESS: at 2.07% examples, 249006 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:18,338 : INFO : EPOCH 18 - PROGRESS: at 2.47% examples, 249442 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:19,351 : INFO : EPOCH 18 - PROGRESS: at 2.80% examples, 249967 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:20,374 : INFO : EPOCH 18 - PROGRESS: at 3.25% examples, 249998 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:21,399 : INFO : EPOCH 18 - PROGRESS: at 3.63% examples, 249643 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:22,401 : INFO : EPOCH 18 - PROGRESS: at 4.04% examples, 250663 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:23,407 : INFO : EPOCH 18 - PROGRESS: at 4.51% examples, 250147 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:24,428 : INFO : EPOCH 18 - PROGRESS: at 5.00% examples, 250256 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:25,442 : INFO : EPOCH 18 - PROGRESS: at 5.48% examples, 250352 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:26,464 : INFO : EPOCH 18 - PROGRESS: at 5.91% examples, 250229 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:27,493 : INFO : EPOCH 18 - PROGRESS: at 6.25% examples, 250447 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:28,511 : INFO : EPOCH 18 - PROGRESS: at 6.72% examples, 250282 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:29,521 : INFO : EPOCH 18 - PROGRESS: at 7.65% examples, 250770 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:30,568 : INFO : EPOCH 18 - PROGRESS: at 8.06% examples, 250592 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:31,595 : INFO : EPOCH 18 - PROGRESS: at 8.49% examples, 250571 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:32,609 : INFO : EPOCH 18 - PROGRESS: at 8.88% examples, 250658 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:33,622 : INFO : EPOCH 18 - PROGRESS: at 9.19% examples, 250714 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:34,628 : INFO : EPOCH 18 - PROGRESS: at 9.62% examples, 250982 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:35,638 : INFO : EPOCH 18 - PROGRESS: at 10.28% examples, 250963 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:36,658 : INFO : EPOCH 18 - PROGRESS: at 10.72% examples, 250882 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:37,693 : INFO : EPOCH 18 - PROGRESS: at 11.03% examples, 250887 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:38,707 : INFO : EPOCH 18 - PROGRESS: at 11.43% examples, 251028 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:39,708 : INFO : EPOCH 18 - PROGRESS: at 12.11% examples, 251177 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:40,744 : INFO : EPOCH 18 - PROGRESS: at 12.47% examples, 251098 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:41,751 : INFO : EPOCH 18 - PROGRESS: at 12.78% examples, 251243 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:42,752 : INFO : EPOCH 18 - PROGRESS: at 12.98% examples, 251734 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:43,765 : INFO : EPOCH 18 - PROGRESS: at 13.46% examples, 251636 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:44,782 : INFO : EPOCH 18 - PROGRESS: at 13.96% examples, 251786 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:45,783 : INFO : EPOCH 18 - PROGRESS: at 14.40% examples, 251750 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:46,796 : INFO : EPOCH 18 - PROGRESS: at 16.29% examples, 252430 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:47,812 : INFO : EPOCH 18 - PROGRESS: at 17.88% examples, 253362 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:48,812 : INFO : EPOCH 18 - PROGRESS: at 18.37% examples, 253369 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:49,829 : INFO : EPOCH 18 - PROGRESS: at 18.98% examples, 253332 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:50,835 : INFO : EPOCH 18 - PROGRESS: at 19.61% examples, 253601 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:51,874 : INFO : EPOCH 18 - PROGRESS: at 20.20% examples, 253817 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:52,885 : INFO : EPOCH 18 - PROGRESS: at 20.57% examples, 253720 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:53,911 : INFO : EPOCH 18 - PROGRESS: at 20.89% examples, 253704 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:54,924 : INFO : EPOCH 18 - PROGRESS: at 21.29% examples, 253542 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:55,928 : INFO : EPOCH 18 - PROGRESS: at 21.71% examples, 253453 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:56,940 : INFO : EPOCH 18 - PROGRESS: at 22.06% examples, 253634 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:57,979 : INFO : EPOCH 18 - PROGRESS: at 22.44% examples, 253325 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:28:58,984 : INFO : EPOCH 18 - PROGRESS: at 23.05% examples, 253328 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:00,013 : INFO : EPOCH 18 - PROGRESS: at 23.56% examples, 253357 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:01,023 : INFO : EPOCH 18 - PROGRESS: at 23.91% examples, 253371 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:02,068 : INFO : EPOCH 18 - PROGRESS: at 24.39% examples, 253164 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:03,096 : INFO : EPOCH 18 - PROGRESS: at 24.84% examples, 253210 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:04,111 : INFO : EPOCH 18 - PROGRESS: at 25.34% examples, 253151 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:05,144 : INFO : EPOCH 18 - PROGRESS: at 25.92% examples, 253095 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:06,168 : INFO : EPOCH 18 - PROGRESS: at 26.33% examples, 253018 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:07,205 : INFO : EPOCH 18 - PROGRESS: at 26.96% examples, 253003 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:08,205 : INFO : EPOCH 18 - PROGRESS: at 27.41% examples, 253054 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:09,213 : INFO : EPOCH 18 - PROGRESS: at 27.78% examples, 253026 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:10,214 : INFO : EPOCH 18 - PROGRESS: at 28.06% examples, 253040 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:11,271 : INFO : EPOCH 18 - PROGRESS: at 28.56% examples, 252968 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:12,271 : INFO : EPOCH 18 - PROGRESS: at 29.11% examples, 252992 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:13,280 : INFO : EPOCH 18 - PROGRESS: at 29.56% examples, 253037 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:14,291 : INFO : EPOCH 18 - PROGRESS: at 30.18% examples, 252956 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:15,331 : INFO : EPOCH 18 - PROGRESS: at 30.55% examples, 252869 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:16,369 : INFO : EPOCH 18 - PROGRESS: at 30.98% examples, 252822 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:17,378 : INFO : EPOCH 18 - PROGRESS: at 31.58% examples, 252917 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:18,386 : INFO : EPOCH 18 - PROGRESS: at 31.97% examples, 252829 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:19,440 : INFO : EPOCH 18 - PROGRESS: at 32.50% examples, 252770 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:20,476 : INFO : EPOCH 18 - PROGRESS: at 33.17% examples, 252861 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:21,496 : INFO : EPOCH 18 - PROGRESS: at 33.75% examples, 252828 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:22,536 : INFO : EPOCH 18 - PROGRESS: at 34.19% examples, 252841 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:23,557 : INFO : EPOCH 18 - PROGRESS: at 34.60% examples, 252921 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:24,558 : INFO : EPOCH 18 - PROGRESS: at 35.03% examples, 252889 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:25,560 : INFO : EPOCH 18 - PROGRESS: at 35.48% examples, 252926 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:26,574 : INFO : EPOCH 18 - PROGRESS: at 35.90% examples, 252801 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:27,582 : INFO : EPOCH 18 - PROGRESS: at 36.27% examples, 252875 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:28,586 : INFO : EPOCH 18 - PROGRESS: at 36.74% examples, 252803 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:29,630 : INFO : EPOCH 18 - PROGRESS: at 37.32% examples, 252837 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:30,639 : INFO : EPOCH 18 - PROGRESS: at 37.83% examples, 252959 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:31,645 : INFO : EPOCH 18 - PROGRESS: at 38.22% examples, 252902 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:32,655 : INFO : EPOCH 18 - PROGRESS: at 38.62% examples, 252821 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:33,668 : INFO : EPOCH 18 - PROGRESS: at 39.07% examples, 252812 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:34,673 : INFO : EPOCH 18 - PROGRESS: at 39.64% examples, 252888 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:35,721 : INFO : EPOCH 18 - PROGRESS: at 40.11% examples, 252842 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:36,735 : INFO : EPOCH 18 - PROGRESS: at 40.63% examples, 252886 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:37,775 : INFO : EPOCH 18 - PROGRESS: at 41.08% examples, 252847 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:38,825 : INFO : EPOCH 18 - PROGRESS: at 41.53% examples, 252738 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:39,857 : INFO : EPOCH 18 - PROGRESS: at 41.97% examples, 252757 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:40,858 : INFO : EPOCH 18 - PROGRESS: at 42.44% examples, 252721 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:41,867 : INFO : EPOCH 18 - PROGRESS: at 43.07% examples, 252822 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:42,868 : INFO : EPOCH 18 - PROGRESS: at 43.57% examples, 252754 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:43,893 : INFO : EPOCH 18 - PROGRESS: at 44.23% examples, 252750 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:44,897 : INFO : EPOCH 18 - PROGRESS: at 44.73% examples, 252684 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:45,944 : INFO : EPOCH 18 - PROGRESS: at 45.15% examples, 252682 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:46,993 : INFO : EPOCH 18 - PROGRESS: at 45.57% examples, 252654 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:48,001 : INFO : EPOCH 18 - PROGRESS: at 45.98% examples, 252696 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:49,035 : INFO : EPOCH 18 - PROGRESS: at 46.44% examples, 252673 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:50,037 : INFO : EPOCH 18 - PROGRESS: at 47.01% examples, 252651 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:51,077 : INFO : EPOCH 18 - PROGRESS: at 47.58% examples, 252630 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:52,106 : INFO : EPOCH 18 - PROGRESS: at 48.14% examples, 252660 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:53,116 : INFO : EPOCH 18 - PROGRESS: at 48.66% examples, 252681 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:54,139 : INFO : EPOCH 18 - PROGRESS: at 49.01% examples, 252636 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:55,188 : INFO : EPOCH 18 - PROGRESS: at 49.51% examples, 252645 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:56,213 : INFO : EPOCH 18 - PROGRESS: at 49.97% examples, 252705 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:57,252 : INFO : EPOCH 18 - PROGRESS: at 50.38% examples, 252625 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:58,298 : INFO : EPOCH 18 - PROGRESS: at 50.90% examples, 252601 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:29:59,333 : INFO : EPOCH 18 - PROGRESS: at 51.42% examples, 252606 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:00,379 : INFO : EPOCH 18 - PROGRESS: at 51.89% examples, 252613 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:01,384 : INFO : EPOCH 18 - PROGRESS: at 52.51% examples, 252617 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:02,411 : INFO : EPOCH 18 - PROGRESS: at 53.27% examples, 252797 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:03,445 : INFO : EPOCH 18 - PROGRESS: at 53.91% examples, 252897 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:04,446 : INFO : EPOCH 18 - PROGRESS: at 54.57% examples, 253074 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:05,484 : INFO : EPOCH 18 - PROGRESS: at 55.05% examples, 253062 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:06,501 : INFO : EPOCH 18 - PROGRESS: at 55.40% examples, 253061 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:07,510 : INFO : EPOCH 18 - PROGRESS: at 56.11% examples, 253091 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:08,523 : INFO : EPOCH 18 - PROGRESS: at 56.50% examples, 253069 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:09,540 : INFO : EPOCH 18 - PROGRESS: at 56.91% examples, 253049 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:10,558 : INFO : EPOCH 18 - PROGRESS: at 57.28% examples, 253051 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:11,565 : INFO : EPOCH 18 - PROGRESS: at 57.64% examples, 252999 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:12,594 : INFO : EPOCH 18 - PROGRESS: at 58.04% examples, 252999 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:13,599 : INFO : EPOCH 18 - PROGRESS: at 58.48% examples, 253044 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:14,627 : INFO : EPOCH 18 - PROGRESS: at 58.80% examples, 252948 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:15,645 : INFO : EPOCH 18 - PROGRESS: at 59.23% examples, 252953 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:16,645 : INFO : EPOCH 18 - PROGRESS: at 59.71% examples, 252912 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:17,657 : INFO : EPOCH 18 - PROGRESS: at 60.12% examples, 252888 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:18,666 : INFO : EPOCH 18 - PROGRESS: at 60.40% examples, 252774 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:19,683 : INFO : EPOCH 18 - PROGRESS: at 60.73% examples, 252681 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:20,683 : INFO : EPOCH 18 - PROGRESS: at 61.02% examples, 252635 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:21,690 : INFO : EPOCH 18 - PROGRESS: at 61.29% examples, 252507 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:22,710 : INFO : EPOCH 18 - PROGRESS: at 61.59% examples, 252383 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:23,726 : INFO : EPOCH 18 - PROGRESS: at 61.87% examples, 252042 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:24,728 : INFO : EPOCH 18 - PROGRESS: at 62.35% examples, 251806 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:25,731 : INFO : EPOCH 18 - PROGRESS: at 62.96% examples, 251982 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:26,770 : INFO : EPOCH 18 - PROGRESS: at 63.58% examples, 252128 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:27,797 : INFO : EPOCH 18 - PROGRESS: at 64.15% examples, 252181 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:28,832 : INFO : EPOCH 18 - PROGRESS: at 64.47% examples, 252175 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:29,853 : INFO : EPOCH 18 - PROGRESS: at 64.77% examples, 252178 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:30,859 : INFO : EPOCH 18 - PROGRESS: at 65.00% examples, 252165 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:31,896 : INFO : EPOCH 18 - PROGRESS: at 65.43% examples, 252141 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:32,896 : INFO : EPOCH 18 - PROGRESS: at 65.86% examples, 252146 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:33,949 : INFO : EPOCH 18 - PROGRESS: at 66.24% examples, 252143 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:34,977 : INFO : EPOCH 18 - PROGRESS: at 67.00% examples, 252323 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:36,009 : INFO : EPOCH 18 - PROGRESS: at 67.47% examples, 252387 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:37,032 : INFO : EPOCH 18 - PROGRESS: at 67.84% examples, 252343 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:38,049 : INFO : EPOCH 18 - PROGRESS: at 68.14% examples, 252316 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:39,076 : INFO : EPOCH 18 - PROGRESS: at 68.25% examples, 252404 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:40,079 : INFO : EPOCH 18 - PROGRESS: at 68.50% examples, 252400 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:41,119 : INFO : EPOCH 18 - PROGRESS: at 68.84% examples, 252365 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:42,157 : INFO : EPOCH 18 - PROGRESS: at 69.27% examples, 252416 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:43,166 : INFO : EPOCH 18 - PROGRESS: at 69.62% examples, 252387 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:44,202 : INFO : EPOCH 18 - PROGRESS: at 69.91% examples, 252346 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:45,255 : INFO : EPOCH 18 - PROGRESS: at 70.19% examples, 252338 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:46,258 : INFO : EPOCH 18 - PROGRESS: at 70.57% examples, 252400 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:47,266 : INFO : EPOCH 18 - PROGRESS: at 70.85% examples, 252363 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:48,283 : INFO : EPOCH 18 - PROGRESS: at 71.19% examples, 252323 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:49,358 : INFO : EPOCH 18 - PROGRESS: at 71.64% examples, 252311 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:50,398 : INFO : EPOCH 18 - PROGRESS: at 71.88% examples, 252320 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:51,412 : INFO : EPOCH 18 - PROGRESS: at 72.13% examples, 252293 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:52,419 : INFO : EPOCH 18 - PROGRESS: at 72.35% examples, 252295 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:53,444 : INFO : EPOCH 18 - PROGRESS: at 72.59% examples, 252241 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:54,457 : INFO : EPOCH 18 - PROGRESS: at 72.78% examples, 252213 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:55,482 : INFO : EPOCH 18 - PROGRESS: at 73.02% examples, 252210 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:56,485 : INFO : EPOCH 18 - PROGRESS: at 73.26% examples, 252258 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:57,499 : INFO : EPOCH 18 - PROGRESS: at 73.52% examples, 252218 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:58,506 : INFO : EPOCH 18 - PROGRESS: at 73.73% examples, 252202 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:30:59,528 : INFO : EPOCH 18 - PROGRESS: at 73.97% examples, 252219 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:00,530 : INFO : EPOCH 18 - PROGRESS: at 74.20% examples, 252177 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:01,543 : INFO : EPOCH 18 - PROGRESS: at 74.44% examples, 252189 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:02,555 : INFO : EPOCH 18 - PROGRESS: at 74.66% examples, 252160 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:03,601 : INFO : EPOCH 18 - PROGRESS: at 74.86% examples, 252147 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:04,613 : INFO : EPOCH 18 - PROGRESS: at 75.16% examples, 252170 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:05,614 : INFO : EPOCH 18 - PROGRESS: at 75.59% examples, 252160 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:06,621 : INFO : EPOCH 18 - PROGRESS: at 75.97% examples, 252166 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:07,621 : INFO : EPOCH 18 - PROGRESS: at 76.20% examples, 252150 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:08,667 : INFO : EPOCH 18 - PROGRESS: at 76.65% examples, 252120 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:09,684 : INFO : EPOCH 18 - PROGRESS: at 77.11% examples, 252168 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:10,707 : INFO : EPOCH 18 - PROGRESS: at 77.59% examples, 252154 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:11,716 : INFO : EPOCH 18 - PROGRESS: at 77.92% examples, 252148 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:12,722 : INFO : EPOCH 18 - PROGRESS: at 78.24% examples, 252131 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:13,723 : INFO : EPOCH 18 - PROGRESS: at 78.62% examples, 252165 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:14,732 : INFO : EPOCH 18 - PROGRESS: at 78.96% examples, 252094 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:15,733 : INFO : EPOCH 18 - PROGRESS: at 79.40% examples, 252161 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:16,733 : INFO : EPOCH 18 - PROGRESS: at 79.77% examples, 252132 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:17,786 : INFO : EPOCH 18 - PROGRESS: at 80.11% examples, 252112 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:18,814 : INFO : EPOCH 18 - PROGRESS: at 80.57% examples, 252165 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:19,822 : INFO : EPOCH 18 - PROGRESS: at 80.97% examples, 252154 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:20,856 : INFO : EPOCH 18 - PROGRESS: at 81.32% examples, 252139 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:21,856 : INFO : EPOCH 18 - PROGRESS: at 81.75% examples, 252194 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:22,913 : INFO : EPOCH 18 - PROGRESS: at 82.17% examples, 252158 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:23,920 : INFO : EPOCH 18 - PROGRESS: at 82.60% examples, 252212 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:24,925 : INFO : EPOCH 18 - PROGRESS: at 82.98% examples, 252185 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:25,928 : INFO : EPOCH 18 - PROGRESS: at 83.32% examples, 252195 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:26,941 : INFO : EPOCH 18 - PROGRESS: at 83.71% examples, 252161 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:27,988 : INFO : EPOCH 18 - PROGRESS: at 84.10% examples, 252157 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:28,994 : INFO : EPOCH 18 - PROGRESS: at 84.44% examples, 252201 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:30,056 : INFO : EPOCH 18 - PROGRESS: at 84.95% examples, 252176 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:31,058 : INFO : EPOCH 18 - PROGRESS: at 85.41% examples, 252219 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:32,113 : INFO : EPOCH 18 - PROGRESS: at 85.76% examples, 252137 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:33,118 : INFO : EPOCH 18 - PROGRESS: at 86.20% examples, 252173 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:34,151 : INFO : EPOCH 18 - PROGRESS: at 86.48% examples, 252143 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:35,172 : INFO : EPOCH 18 - PROGRESS: at 86.81% examples, 252135 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:36,199 : INFO : EPOCH 18 - PROGRESS: at 87.21% examples, 252095 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:37,237 : INFO : EPOCH 18 - PROGRESS: at 87.67% examples, 252094 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:38,246 : INFO : EPOCH 18 - PROGRESS: at 88.08% examples, 252124 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:39,252 : INFO : EPOCH 18 - PROGRESS: at 88.69% examples, 252104 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:40,266 : INFO : EPOCH 18 - PROGRESS: at 89.00% examples, 252131 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:41,272 : INFO : EPOCH 18 - PROGRESS: at 89.19% examples, 252182 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:42,275 : INFO : EPOCH 18 - PROGRESS: at 89.52% examples, 252187 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:43,280 : INFO : EPOCH 18 - PROGRESS: at 89.93% examples, 252204 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:44,286 : INFO : EPOCH 18 - PROGRESS: at 90.44% examples, 252201 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:45,309 : INFO : EPOCH 18 - PROGRESS: at 90.87% examples, 252178 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:46,324 : INFO : EPOCH 18 - PROGRESS: at 91.27% examples, 252183 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:47,351 : INFO : EPOCH 18 - PROGRESS: at 91.77% examples, 252176 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:48,383 : INFO : EPOCH 18 - PROGRESS: at 92.18% examples, 252180 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:49,401 : INFO : EPOCH 18 - PROGRESS: at 92.53% examples, 252154 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:50,424 : INFO : EPOCH 18 - PROGRESS: at 92.98% examples, 252144 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:51,451 : INFO : EPOCH 18 - PROGRESS: at 93.46% examples, 252146 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:52,452 : INFO : EPOCH 18 - PROGRESS: at 93.84% examples, 252171 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:53,474 : INFO : EPOCH 18 - PROGRESS: at 94.25% examples, 252127 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:54,478 : INFO : EPOCH 18 - PROGRESS: at 94.70% examples, 252130 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:55,496 : INFO : EPOCH 18 - PROGRESS: at 95.16% examples, 252127 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:56,496 : INFO : EPOCH 18 - PROGRESS: at 95.51% examples, 252133 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:57,502 : INFO : EPOCH 18 - PROGRESS: at 95.82% examples, 252100 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:58,508 : INFO : EPOCH 18 - PROGRESS: at 96.22% examples, 252117 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:31:59,562 : INFO : EPOCH 18 - PROGRESS: at 96.61% examples, 252068 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:00,601 : INFO : EPOCH 18 - PROGRESS: at 97.04% examples, 252058 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:01,612 : INFO : EPOCH 18 - PROGRESS: at 97.61% examples, 252089 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:02,631 : INFO : EPOCH 18 - PROGRESS: at 98.04% examples, 252057 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:03,650 : INFO : EPOCH 18 - PROGRESS: at 98.51% examples, 252070 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:04,671 : INFO : EPOCH 18 - PROGRESS: at 98.92% examples, 252071 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:05,726 : INFO : EPOCH 18 - PROGRESS: at 99.39% examples, 252051 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:06,771 : INFO : EPOCH 18 - PROGRESS: at 99.90% examples, 252054 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:06,914 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 06:32:06,921 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 06:32:06,932 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 06:32:06,968 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 06:32:06,969 : INFO : EPOCH - 18 : training on 85855864 raw words (59158544 effective words) took 234.7s, 252069 effective words/s
2020-08-16 06:32:07,993 : INFO : EPOCH 19 - PROGRESS: at 0.61% examples, 237928 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:08,998 : INFO : EPOCH 19 - PROGRESS: at 1.03% examples, 242156 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:10,002 : INFO : EPOCH 19 - PROGRESS: at 1.33% examples, 244798 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:11,041 : INFO : EPOCH 19 - PROGRESS: at 1.71% examples, 245484 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:12,042 : INFO : EPOCH 19 - PROGRESS: at 2.07% examples, 247288 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:13,057 : INFO : EPOCH 19 - PROGRESS: at 2.45% examples, 247638 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:14,072 : INFO : EPOCH 19 - PROGRESS: at 2.79% examples, 248391 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:15,073 : INFO : EPOCH 19 - PROGRESS: at 3.24% examples, 249358 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:16,091 : INFO : EPOCH 19 - PROGRESS: at 3.62% examples, 249159 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:17,105 : INFO : EPOCH 19 - PROGRESS: at 3.99% examples, 248518 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:18,108 : INFO : EPOCH 19 - PROGRESS: at 4.49% examples, 249049 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:19,110 : INFO : EPOCH 19 - PROGRESS: at 4.97% examples, 249128 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:20,114 : INFO : EPOCH 19 - PROGRESS: at 5.43% examples, 249102 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:21,122 : INFO : EPOCH 19 - PROGRESS: at 5.89% examples, 250042 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:22,179 : INFO : EPOCH 19 - PROGRESS: at 6.22% examples, 249161 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:23,200 : INFO : EPOCH 19 - PROGRESS: at 6.63% examples, 249367 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:24,206 : INFO : EPOCH 19 - PROGRESS: at 7.63% examples, 249853 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:25,210 : INFO : EPOCH 19 - PROGRESS: at 8.00% examples, 249594 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:26,251 : INFO : EPOCH 19 - PROGRESS: at 8.44% examples, 249680 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:27,264 : INFO : EPOCH 19 - PROGRESS: at 8.83% examples, 249854 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:28,268 : INFO : EPOCH 19 - PROGRESS: at 9.15% examples, 249751 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:29,276 : INFO : EPOCH 19 - PROGRESS: at 9.51% examples, 250067 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:30,308 : INFO : EPOCH 19 - PROGRESS: at 10.24% examples, 250129 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:31,340 : INFO : EPOCH 19 - PROGRESS: at 10.67% examples, 249957 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:32,405 : INFO : EPOCH 19 - PROGRESS: at 10.97% examples, 249827 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:33,410 : INFO : EPOCH 19 - PROGRESS: at 11.36% examples, 250191 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:34,412 : INFO : EPOCH 19 - PROGRESS: at 12.06% examples, 250419 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:35,443 : INFO : EPOCH 19 - PROGRESS: at 12.40% examples, 250314 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:36,450 : INFO : EPOCH 19 - PROGRESS: at 12.76% examples, 250325 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:37,457 : INFO : EPOCH 19 - PROGRESS: at 12.92% examples, 250788 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:38,474 : INFO : EPOCH 19 - PROGRESS: at 13.41% examples, 250693 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:39,496 : INFO : EPOCH 19 - PROGRESS: at 13.92% examples, 250838 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:40,505 : INFO : EPOCH 19 - PROGRESS: at 14.37% examples, 250760 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:41,509 : INFO : EPOCH 19 - PROGRESS: at 16.10% examples, 251529 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:42,541 : INFO : EPOCH 19 - PROGRESS: at 17.85% examples, 252375 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:43,543 : INFO : EPOCH 19 - PROGRESS: at 18.33% examples, 252389 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:44,564 : INFO : EPOCH 19 - PROGRESS: at 18.91% examples, 252346 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:45,595 : INFO : EPOCH 19 - PROGRESS: at 19.55% examples, 252468 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:46,609 : INFO : EPOCH 19 - PROGRESS: at 20.15% examples, 252890 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:47,613 : INFO : EPOCH 19 - PROGRESS: at 20.52% examples, 252742 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:48,616 : INFO : EPOCH 19 - PROGRESS: at 20.86% examples, 252742 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:49,620 : INFO : EPOCH 19 - PROGRESS: at 21.22% examples, 252629 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:50,664 : INFO : EPOCH 19 - PROGRESS: at 21.66% examples, 252411 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:51,685 : INFO : EPOCH 19 - PROGRESS: at 22.03% examples, 252372 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:52,685 : INFO : EPOCH 19 - PROGRESS: at 22.30% examples, 252406 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:53,729 : INFO : EPOCH 19 - PROGRESS: at 23.00% examples, 252399 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:54,745 : INFO : EPOCH 19 - PROGRESS: at 23.49% examples, 252345 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:55,747 : INFO : EPOCH 19 - PROGRESS: at 23.83% examples, 252262 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:56,750 : INFO : EPOCH 19 - PROGRESS: at 24.28% examples, 252267 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:57,779 : INFO : EPOCH 19 - PROGRESS: at 24.76% examples, 252272 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:58,797 : INFO : EPOCH 19 - PROGRESS: at 25.26% examples, 252138 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:32:59,823 : INFO : EPOCH 19 - PROGRESS: at 25.80% examples, 252168 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:00,861 : INFO : EPOCH 19 - PROGRESS: at 26.21% examples, 252002 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:01,909 : INFO : EPOCH 19 - PROGRESS: at 26.87% examples, 252019 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:02,910 : INFO : EPOCH 19 - PROGRESS: at 27.30% examples, 252083 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:03,925 : INFO : EPOCH 19 - PROGRESS: at 27.75% examples, 252025 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:04,986 : INFO : EPOCH 19 - PROGRESS: at 27.98% examples, 251993 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:05,998 : INFO : EPOCH 19 - PROGRESS: at 28.48% examples, 252048 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:07,003 : INFO : EPOCH 19 - PROGRESS: at 29.01% examples, 252102 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:08,048 : INFO : EPOCH 19 - PROGRESS: at 29.49% examples, 251959 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:09,078 : INFO : EPOCH 19 - PROGRESS: at 30.11% examples, 252013 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:10,114 : INFO : EPOCH 19 - PROGRESS: at 30.51% examples, 251973 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:11,131 : INFO : EPOCH 19 - PROGRESS: at 30.90% examples, 251921 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:12,152 : INFO : EPOCH 19 - PROGRESS: at 31.44% examples, 251912 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:13,152 : INFO : EPOCH 19 - PROGRESS: at 31.91% examples, 251953 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:14,184 : INFO : EPOCH 19 - PROGRESS: at 32.40% examples, 251809 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:15,232 : INFO : EPOCH 19 - PROGRESS: at 33.05% examples, 251830 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:16,260 : INFO : EPOCH 19 - PROGRESS: at 33.68% examples, 251788 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:17,281 : INFO : EPOCH 19 - PROGRESS: at 34.09% examples, 251870 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:18,346 : INFO : EPOCH 19 - PROGRESS: at 34.52% examples, 251839 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:19,350 : INFO : EPOCH 19 - PROGRESS: at 34.95% examples, 251929 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:20,378 : INFO : EPOCH 19 - PROGRESS: at 35.41% examples, 251908 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:21,448 : INFO : EPOCH 19 - PROGRESS: at 35.86% examples, 251829 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:22,472 : INFO : EPOCH 19 - PROGRESS: at 36.25% examples, 251865 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:23,473 : INFO : EPOCH 19 - PROGRESS: at 36.70% examples, 251909 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:24,527 : INFO : EPOCH 19 - PROGRESS: at 37.27% examples, 251865 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:25,528 : INFO : EPOCH 19 - PROGRESS: at 37.80% examples, 252001 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:26,531 : INFO : EPOCH 19 - PROGRESS: at 38.18% examples, 251898 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:27,564 : INFO : EPOCH 19 - PROGRESS: at 38.58% examples, 251820 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:28,594 : INFO : EPOCH 19 - PROGRESS: at 39.04% examples, 251865 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:29,622 : INFO : EPOCH 19 - PROGRESS: at 39.62% examples, 251947 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:30,640 : INFO : EPOCH 19 - PROGRESS: at 40.06% examples, 251875 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:31,668 : INFO : EPOCH 19 - PROGRESS: at 40.61% examples, 251886 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:32,715 : INFO : EPOCH 19 - PROGRESS: at 41.01% examples, 251836 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:33,736 : INFO : EPOCH 19 - PROGRESS: at 41.49% examples, 251789 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:34,778 : INFO : EPOCH 19 - PROGRESS: at 41.93% examples, 251803 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:35,804 : INFO : EPOCH 19 - PROGRESS: at 42.40% examples, 251776 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:36,807 : INFO : EPOCH 19 - PROGRESS: at 43.02% examples, 251841 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:37,820 : INFO : EPOCH 19 - PROGRESS: at 43.53% examples, 251812 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:38,849 : INFO : EPOCH 19 - PROGRESS: at 44.15% examples, 251673 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:39,903 : INFO : EPOCH 19 - PROGRESS: at 44.71% examples, 251525 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:40,911 : INFO : EPOCH 19 - PROGRESS: at 45.03% examples, 251481 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:41,936 : INFO : EPOCH 19 - PROGRESS: at 45.47% examples, 251387 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:43,020 : INFO : EPOCH 19 - PROGRESS: at 45.82% examples, 250920 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:44,050 : INFO : EPOCH 19 - PROGRESS: at 46.21% examples, 250472 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:45,079 : INFO : EPOCH 19 - PROGRESS: at 46.67% examples, 250310 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:46,106 : INFO : EPOCH 19 - PROGRESS: at 47.22% examples, 250401 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:47,119 : INFO : EPOCH 19 - PROGRESS: at 47.86% examples, 250426 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:48,124 : INFO : EPOCH 19 - PROGRESS: at 48.36% examples, 250382 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:49,125 : INFO : EPOCH 19 - PROGRESS: at 48.77% examples, 250377 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:50,137 : INFO : EPOCH 19 - PROGRESS: at 49.19% examples, 250425 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:51,178 : INFO : EPOCH 19 - PROGRESS: at 49.67% examples, 250354 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:52,206 : INFO : EPOCH 19 - PROGRESS: at 50.08% examples, 250434 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:53,223 : INFO : EPOCH 19 - PROGRESS: at 50.55% examples, 250361 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:54,241 : INFO : EPOCH 19 - PROGRESS: at 51.07% examples, 250448 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:55,283 : INFO : EPOCH 19 - PROGRESS: at 51.57% examples, 250407 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:56,318 : INFO : EPOCH 19 - PROGRESS: at 52.06% examples, 250447 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:57,364 : INFO : EPOCH 19 - PROGRESS: at 52.77% examples, 250463 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:58,386 : INFO : EPOCH 19 - PROGRESS: at 53.47% examples, 250670 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:33:59,413 : INFO : EPOCH 19 - PROGRESS: at 54.10% examples, 250741 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:00,415 : INFO : EPOCH 19 - PROGRESS: at 54.77% examples, 250934 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:01,427 : INFO : EPOCH 19 - PROGRESS: at 55.15% examples, 250964 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:02,478 : INFO : EPOCH 19 - PROGRESS: at 55.60% examples, 250921 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:03,515 : INFO : EPOCH 19 - PROGRESS: at 56.20% examples, 250932 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:04,538 : INFO : EPOCH 19 - PROGRESS: at 56.69% examples, 250914 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:05,553 : INFO : EPOCH 19 - PROGRESS: at 57.01% examples, 250894 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:06,563 : INFO : EPOCH 19 - PROGRESS: at 57.39% examples, 250934 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:07,575 : INFO : EPOCH 19 - PROGRESS: at 57.73% examples, 250923 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:08,583 : INFO : EPOCH 19 - PROGRESS: at 58.18% examples, 250929 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:09,591 : INFO : EPOCH 19 - PROGRESS: at 58.55% examples, 250859 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:10,594 : INFO : EPOCH 19 - PROGRESS: at 58.93% examples, 250964 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:11,604 : INFO : EPOCH 19 - PROGRESS: at 59.32% examples, 250918 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:12,620 : INFO : EPOCH 19 - PROGRESS: at 59.88% examples, 250889 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:13,632 : INFO : EPOCH 19 - PROGRESS: at 60.17% examples, 250871 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:14,648 : INFO : EPOCH 19 - PROGRESS: at 60.54% examples, 250883 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:15,658 : INFO : EPOCH 19 - PROGRESS: at 60.83% examples, 250853 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:16,741 : INFO : EPOCH 19 - PROGRESS: at 61.14% examples, 250788 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:17,748 : INFO : EPOCH 19 - PROGRESS: at 61.42% examples, 250775 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:18,760 : INFO : EPOCH 19 - PROGRESS: at 61.77% examples, 250834 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:19,769 : INFO : EPOCH 19 - PROGRESS: at 62.26% examples, 250875 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:20,773 : INFO : EPOCH 19 - PROGRESS: at 62.87% examples, 250999 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:21,832 : INFO : EPOCH 19 - PROGRESS: at 63.46% examples, 251065 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:22,846 : INFO : EPOCH 19 - PROGRESS: at 64.05% examples, 251129 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:23,864 : INFO : EPOCH 19 - PROGRESS: at 64.40% examples, 251162 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:24,864 : INFO : EPOCH 19 - PROGRESS: at 64.69% examples, 251140 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:25,895 : INFO : EPOCH 19 - PROGRESS: at 64.94% examples, 251140 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:26,939 : INFO : EPOCH 19 - PROGRESS: at 65.36% examples, 251108 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:27,972 : INFO : EPOCH 19 - PROGRESS: at 65.76% examples, 251088 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:29,000 : INFO : EPOCH 19 - PROGRESS: at 66.16% examples, 251106 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:30,034 : INFO : EPOCH 19 - PROGRESS: at 66.81% examples, 251190 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:31,046 : INFO : EPOCH 19 - PROGRESS: at 67.38% examples, 251274 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:32,057 : INFO : EPOCH 19 - PROGRESS: at 67.75% examples, 251294 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:33,067 : INFO : EPOCH 19 - PROGRESS: at 68.09% examples, 251301 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:34,071 : INFO : EPOCH 19 - PROGRESS: at 68.17% examples, 251299 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:35,118 : INFO : EPOCH 19 - PROGRESS: at 68.40% examples, 251251 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:36,140 : INFO : EPOCH 19 - PROGRESS: at 68.71% examples, 251246 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:37,163 : INFO : EPOCH 19 - PROGRESS: at 69.14% examples, 251248 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:38,213 : INFO : EPOCH 19 - PROGRESS: at 69.49% examples, 251256 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:39,237 : INFO : EPOCH 19 - PROGRESS: at 69.83% examples, 251237 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:40,243 : INFO : EPOCH 19 - PROGRESS: at 70.10% examples, 251264 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:41,243 : INFO : EPOCH 19 - PROGRESS: at 70.41% examples, 251247 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:42,292 : INFO : EPOCH 19 - PROGRESS: at 70.74% examples, 251181 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:43,310 : INFO : EPOCH 19 - PROGRESS: at 71.05% examples, 251191 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:44,317 : INFO : EPOCH 19 - PROGRESS: at 71.51% examples, 251184 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:45,321 : INFO : EPOCH 19 - PROGRESS: at 71.77% examples, 251219 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:46,329 : INFO : EPOCH 19 - PROGRESS: at 72.00% examples, 251184 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:47,335 : INFO : EPOCH 19 - PROGRESS: at 72.25% examples, 251170 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:48,340 : INFO : EPOCH 19 - PROGRESS: at 72.48% examples, 251169 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:49,344 : INFO : EPOCH 19 - PROGRESS: at 72.69% examples, 251123 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:50,358 : INFO : EPOCH 19 - PROGRESS: at 72.87% examples, 251092 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:51,374 : INFO : EPOCH 19 - PROGRESS: at 73.13% examples, 251102 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:52,383 : INFO : EPOCH 19 - PROGRESS: at 73.36% examples, 251092 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:53,408 : INFO : EPOCH 19 - PROGRESS: at 73.59% examples, 251069 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:54,430 : INFO : EPOCH 19 - PROGRESS: at 73.84% examples, 251068 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:55,473 : INFO : EPOCH 19 - PROGRESS: at 74.09% examples, 251066 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:56,510 : INFO : EPOCH 19 - PROGRESS: at 74.32% examples, 251013 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:57,526 : INFO : EPOCH 19 - PROGRESS: at 74.57% examples, 251052 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:58,578 : INFO : EPOCH 19 - PROGRESS: at 74.77% examples, 251024 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:34:59,609 : INFO : EPOCH 19 - PROGRESS: at 75.03% examples, 251034 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:00,621 : INFO : EPOCH 19 - PROGRESS: at 75.41% examples, 251056 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:01,626 : INFO : EPOCH 19 - PROGRESS: at 75.81% examples, 251021 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:02,636 : INFO : EPOCH 19 - PROGRESS: at 76.09% examples, 251023 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:03,667 : INFO : EPOCH 19 - PROGRESS: at 76.41% examples, 251037 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:04,679 : INFO : EPOCH 19 - PROGRESS: at 76.86% examples, 251010 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:05,695 : INFO : EPOCH 19 - PROGRESS: at 77.39% examples, 251013 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:06,697 : INFO : EPOCH 19 - PROGRESS: at 77.75% examples, 251018 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:07,700 : INFO : EPOCH 19 - PROGRESS: at 78.06% examples, 251015 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:08,714 : INFO : EPOCH 19 - PROGRESS: at 78.39% examples, 251015 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:09,730 : INFO : EPOCH 19 - PROGRESS: at 78.77% examples, 251010 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:10,756 : INFO : EPOCH 19 - PROGRESS: at 79.16% examples, 250992 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:11,757 : INFO : EPOCH 19 - PROGRESS: at 79.63% examples, 251055 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:12,758 : INFO : EPOCH 19 - PROGRESS: at 79.86% examples, 250997 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:13,764 : INFO : EPOCH 19 - PROGRESS: at 80.31% examples, 251024 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:14,791 : INFO : EPOCH 19 - PROGRESS: at 80.76% examples, 251047 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:15,820 : INFO : EPOCH 19 - PROGRESS: at 81.12% examples, 251034 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:16,839 : INFO : EPOCH 19 - PROGRESS: at 81.47% examples, 251023 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:17,846 : INFO : EPOCH 19 - PROGRESS: at 81.93% examples, 251072 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:18,895 : INFO : EPOCH 19 - PROGRESS: at 82.34% examples, 251052 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:19,921 : INFO : EPOCH 19 - PROGRESS: at 82.76% examples, 251067 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:20,929 : INFO : EPOCH 19 - PROGRESS: at 83.10% examples, 251045 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:21,931 : INFO : EPOCH 19 - PROGRESS: at 83.48% examples, 251060 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:22,939 : INFO : EPOCH 19 - PROGRESS: at 83.84% examples, 251048 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:23,973 : INFO : EPOCH 19 - PROGRESS: at 84.19% examples, 251041 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:25,011 : INFO : EPOCH 19 - PROGRESS: at 84.57% examples, 251024 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:26,015 : INFO : EPOCH 19 - PROGRESS: at 85.10% examples, 251048 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:27,051 : INFO : EPOCH 19 - PROGRESS: at 85.54% examples, 251038 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:28,056 : INFO : EPOCH 19 - PROGRESS: at 85.90% examples, 251055 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:29,062 : INFO : EPOCH 19 - PROGRESS: at 86.32% examples, 251081 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:30,090 : INFO : EPOCH 19 - PROGRESS: at 86.56% examples, 250998 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:31,119 : INFO : EPOCH 19 - PROGRESS: at 86.90% examples, 250993 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:32,145 : INFO : EPOCH 19 - PROGRESS: at 87.37% examples, 251000 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:33,171 : INFO : EPOCH 19 - PROGRESS: at 87.83% examples, 250997 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:34,177 : INFO : EPOCH 19 - PROGRESS: at 88.23% examples, 251000 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:35,179 : INFO : EPOCH 19 - PROGRESS: at 88.82% examples, 251013 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:36,192 : INFO : EPOCH 19 - PROGRESS: at 89.08% examples, 251028 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:37,192 : INFO : EPOCH 19 - PROGRESS: at 89.21% examples, 251096 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:38,195 : INFO : EPOCH 19 - PROGRESS: at 89.63% examples, 251074 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:39,212 : INFO : EPOCH 19 - PROGRESS: at 90.02% examples, 251077 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:40,237 : INFO : EPOCH 19 - PROGRESS: at 90.58% examples, 251059 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:41,252 : INFO : EPOCH 19 - PROGRESS: at 90.97% examples, 251052 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:42,276 : INFO : EPOCH 19 - PROGRESS: at 91.38% examples, 251052 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:43,288 : INFO : EPOCH 19 - PROGRESS: at 91.89% examples, 251061 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:44,297 : INFO : EPOCH 19 - PROGRESS: at 92.24% examples, 251040 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:45,317 : INFO : EPOCH 19 - PROGRESS: at 92.65% examples, 251047 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:46,338 : INFO : EPOCH 19 - PROGRESS: at 93.05% examples, 251028 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:47,362 : INFO : EPOCH 19 - PROGRESS: at 93.51% examples, 251004 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:48,363 : INFO : EPOCH 19 - PROGRESS: at 93.94% examples, 251024 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:49,365 : INFO : EPOCH 19 - PROGRESS: at 94.27% examples, 251025 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:50,371 : INFO : EPOCH 19 - PROGRESS: at 94.82% examples, 251021 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:51,383 : INFO : EPOCH 19 - PROGRESS: at 95.22% examples, 251019 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:52,396 : INFO : EPOCH 19 - PROGRESS: at 95.56% examples, 250985 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:53,427 : INFO : EPOCH 19 - PROGRESS: at 95.93% examples, 250970 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:54,431 : INFO : EPOCH 19 - PROGRESS: at 96.28% examples, 250963 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:55,520 : INFO : EPOCH 19 - PROGRESS: at 96.67% examples, 250931 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:56,552 : INFO : EPOCH 19 - PROGRESS: at 97.15% examples, 250946 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:57,621 : INFO : EPOCH 19 - PROGRESS: at 97.69% examples, 250942 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:58,635 : INFO : EPOCH 19 - PROGRESS: at 98.19% examples, 250957 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:35:59,647 : INFO : EPOCH 19 - PROGRESS: at 98.62% examples, 250948 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:00,656 : INFO : EPOCH 19 - PROGRESS: at 99.02% examples, 250937 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:01,680 : INFO : EPOCH 19 - PROGRESS: at 99.47% examples, 250942 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:02,668 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 06:36:02,671 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 06:36:02,682 : INFO : EPOCH 19 - PROGRESS: at 99.98% examples, 250970 words/s, in_qsize 1, out_qsize 1
2020-08-16 06:36:02,683 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 06:36:02,735 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 06:36:02,735 : INFO : EPOCH - 19 : training on 85855864 raw words (59161731 effective words) took 235.8s, 250940 effective words/s
2020-08-16 06:36:03,768 : INFO : EPOCH 20 - PROGRESS: at 0.61% examples, 236362 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:04,774 : INFO : EPOCH 20 - PROGRESS: at 1.03% examples, 241147 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:05,781 : INFO : EPOCH 20 - PROGRESS: at 1.33% examples, 243864 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:06,804 : INFO : EPOCH 20 - PROGRESS: at 1.71% examples, 245730 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:07,805 : INFO : EPOCH 20 - PROGRESS: at 2.07% examples, 247384 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:08,811 : INFO : EPOCH 20 - PROGRESS: at 2.44% examples, 246867 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:09,812 : INFO : EPOCH 20 - PROGRESS: at 2.78% examples, 248308 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:10,820 : INFO : EPOCH 20 - PROGRESS: at 3.22% examples, 248077 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:11,827 : INFO : EPOCH 20 - PROGRESS: at 3.59% examples, 248421 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:12,886 : INFO : EPOCH 20 - PROGRESS: at 3.99% examples, 248056 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:13,896 : INFO : EPOCH 20 - PROGRESS: at 4.50% examples, 248979 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:14,907 : INFO : EPOCH 20 - PROGRESS: at 4.99% examples, 249447 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:15,920 : INFO : EPOCH 20 - PROGRESS: at 5.45% examples, 249206 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:16,974 : INFO : EPOCH 20 - PROGRESS: at 5.90% examples, 248919 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:17,988 : INFO : EPOCH 20 - PROGRESS: at 6.23% examples, 249175 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:18,989 : INFO : EPOCH 20 - PROGRESS: at 6.66% examples, 249279 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:20,005 : INFO : EPOCH 20 - PROGRESS: at 7.63% examples, 249285 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:21,025 : INFO : EPOCH 20 - PROGRESS: at 8.01% examples, 249280 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:22,064 : INFO : EPOCH 20 - PROGRESS: at 8.44% examples, 249041 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:23,092 : INFO : EPOCH 20 - PROGRESS: at 8.83% examples, 249051 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:24,096 : INFO : EPOCH 20 - PROGRESS: at 9.16% examples, 249277 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:25,109 : INFO : EPOCH 20 - PROGRESS: at 9.51% examples, 249276 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:26,128 : INFO : EPOCH 20 - PROGRESS: at 10.24% examples, 249517 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:27,154 : INFO : EPOCH 20 - PROGRESS: at 10.67% examples, 249425 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:28,235 : INFO : EPOCH 20 - PROGRESS: at 10.97% examples, 249146 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:29,241 : INFO : EPOCH 20 - PROGRESS: at 11.36% examples, 249543 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:30,246 : INFO : EPOCH 20 - PROGRESS: at 12.06% examples, 249761 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:31,291 : INFO : EPOCH 20 - PROGRESS: at 12.40% examples, 249553 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:32,300 : INFO : EPOCH 20 - PROGRESS: at 12.76% examples, 249584 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:33,319 : INFO : EPOCH 20 - PROGRESS: at 12.92% examples, 249975 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:34,342 : INFO : EPOCH 20 - PROGRESS: at 13.41% examples, 249869 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:35,364 : INFO : EPOCH 20 - PROGRESS: at 13.92% examples, 250042 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:36,376 : INFO : EPOCH 20 - PROGRESS: at 14.37% examples, 249960 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:37,398 : INFO : EPOCH 20 - PROGRESS: at 16.10% examples, 250617 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:38,408 : INFO : EPOCH 20 - PROGRESS: at 17.83% examples, 251274 words/s, in_qsize 6, out_qsize 1
2020-08-16 06:36:39,410 : INFO : EPOCH 20 - PROGRESS: at 18.29% examples, 251087 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:40,424 : INFO : EPOCH 20 - PROGRESS: at 18.85% examples, 251136 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:41,434 : INFO : EPOCH 20 - PROGRESS: at 19.50% examples, 251419 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:42,455 : INFO : EPOCH 20 - PROGRESS: at 20.09% examples, 251681 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:43,472 : INFO : EPOCH 20 - PROGRESS: at 20.48% examples, 251508 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:44,499 : INFO : EPOCH 20 - PROGRESS: at 20.84% examples, 251549 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:45,500 : INFO : EPOCH 20 - PROGRESS: at 21.19% examples, 251486 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:46,513 : INFO : EPOCH 20 - PROGRESS: at 21.61% examples, 251275 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:47,553 : INFO : EPOCH 20 - PROGRESS: at 22.01% examples, 251167 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:48,560 : INFO : EPOCH 20 - PROGRESS: at 22.25% examples, 251102 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:49,602 : INFO : EPOCH 20 - PROGRESS: at 22.92% examples, 251223 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:50,610 : INFO : EPOCH 20 - PROGRESS: at 23.37% examples, 251139 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:51,653 : INFO : EPOCH 20 - PROGRESS: at 23.78% examples, 251106 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:52,710 : INFO : EPOCH 20 - PROGRESS: at 24.26% examples, 251128 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:53,711 : INFO : EPOCH 20 - PROGRESS: at 24.75% examples, 251306 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:54,745 : INFO : EPOCH 20 - PROGRESS: at 25.25% examples, 251098 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:55,814 : INFO : EPOCH 20 - PROGRESS: at 25.80% examples, 251079 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:56,836 : INFO : EPOCH 20 - PROGRESS: at 26.22% examples, 251004 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:57,839 : INFO : EPOCH 20 - PROGRESS: at 26.86% examples, 251139 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:58,844 : INFO : EPOCH 20 - PROGRESS: at 27.26% examples, 250855 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:36:59,882 : INFO : EPOCH 20 - PROGRESS: at 27.72% examples, 250809 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:00,910 : INFO : EPOCH 20 - PROGRESS: at 27.93% examples, 250732 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:01,932 : INFO : EPOCH 20 - PROGRESS: at 28.41% examples, 250547 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:02,932 : INFO : EPOCH 20 - PROGRESS: at 28.81% examples, 250087 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:03,961 : INFO : EPOCH 20 - PROGRESS: at 29.28% examples, 249244 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:05,001 : INFO : EPOCH 20 - PROGRESS: at 29.73% examples, 248894 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:06,005 : INFO : EPOCH 20 - PROGRESS: at 30.30% examples, 248953 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:07,012 : INFO : EPOCH 20 - PROGRESS: at 30.63% examples, 249045 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:08,040 : INFO : EPOCH 20 - PROGRESS: at 31.06% examples, 248971 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:09,059 : INFO : EPOCH 20 - PROGRESS: at 31.64% examples, 249015 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:10,072 : INFO : EPOCH 20 - PROGRESS: at 32.07% examples, 249034 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:11,078 : INFO : EPOCH 20 - PROGRESS: at 32.61% examples, 249120 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:12,107 : INFO : EPOCH 20 - PROGRESS: at 33.27% examples, 249077 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:13,123 : INFO : EPOCH 20 - PROGRESS: at 33.80% examples, 249091 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:14,134 : INFO : EPOCH 20 - PROGRESS: at 34.25% examples, 249165 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:15,181 : INFO : EPOCH 20 - PROGRESS: at 34.63% examples, 249233 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:16,193 : INFO : EPOCH 20 - PROGRESS: at 35.07% examples, 249238 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:17,270 : INFO : EPOCH 20 - PROGRESS: at 35.53% examples, 249196 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:18,271 : INFO : EPOCH 20 - PROGRESS: at 35.99% examples, 249352 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:19,296 : INFO : EPOCH 20 - PROGRESS: at 36.34% examples, 249274 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:20,350 : INFO : EPOCH 20 - PROGRESS: at 36.85% examples, 249215 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:21,397 : INFO : EPOCH 20 - PROGRESS: at 37.43% examples, 249309 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:22,403 : INFO : EPOCH 20 - PROGRESS: at 37.89% examples, 249339 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:23,420 : INFO : EPOCH 20 - PROGRESS: at 38.31% examples, 249464 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:24,426 : INFO : EPOCH 20 - PROGRESS: at 38.69% examples, 249363 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:25,444 : INFO : EPOCH 20 - PROGRESS: at 39.17% examples, 249429 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:26,462 : INFO : EPOCH 20 - PROGRESS: at 39.73% examples, 249455 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:27,525 : INFO : EPOCH 20 - PROGRESS: at 40.23% examples, 249445 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:28,528 : INFO : EPOCH 20 - PROGRESS: at 40.69% examples, 249523 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:29,529 : INFO : EPOCH 20 - PROGRESS: at 41.13% examples, 249449 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:30,543 : INFO : EPOCH 20 - PROGRESS: at 41.59% examples, 249420 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:31,568 : INFO : EPOCH 20 - PROGRESS: at 42.01% examples, 249488 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:32,578 : INFO : EPOCH 20 - PROGRESS: at 42.49% examples, 249479 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:33,584 : INFO : EPOCH 20 - PROGRESS: at 43.11% examples, 249532 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:34,601 : INFO : EPOCH 20 - PROGRESS: at 43.64% examples, 249528 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:35,623 : INFO : EPOCH 20 - PROGRESS: at 44.30% examples, 249572 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:36,637 : INFO : EPOCH 20 - PROGRESS: at 44.77% examples, 249512 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:37,685 : INFO : EPOCH 20 - PROGRESS: at 45.20% examples, 249554 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:38,742 : INFO : EPOCH 20 - PROGRESS: at 45.63% examples, 249539 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:39,781 : INFO : EPOCH 20 - PROGRESS: at 46.04% examples, 249591 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:40,788 : INFO : EPOCH 20 - PROGRESS: at 46.50% examples, 249608 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:41,836 : INFO : EPOCH 20 - PROGRESS: at 47.07% examples, 249627 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:42,843 : INFO : EPOCH 20 - PROGRESS: at 47.70% examples, 249713 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:43,847 : INFO : EPOCH 20 - PROGRESS: at 48.23% examples, 249699 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:44,867 : INFO : EPOCH 20 - PROGRESS: at 48.68% examples, 249679 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:45,876 : INFO : EPOCH 20 - PROGRESS: at 49.06% examples, 249692 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:46,882 : INFO : EPOCH 20 - PROGRESS: at 49.51% examples, 249638 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:47,893 : INFO : EPOCH 20 - PROGRESS: at 49.97% examples, 249761 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:48,956 : INFO : EPOCH 20 - PROGRESS: at 50.38% examples, 249654 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:49,995 : INFO : EPOCH 20 - PROGRESS: at 50.90% examples, 249675 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:51,032 : INFO : EPOCH 20 - PROGRESS: at 51.42% examples, 249703 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:52,088 : INFO : EPOCH 20 - PROGRESS: at 51.89% examples, 249714 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:53,096 : INFO : EPOCH 20 - PROGRESS: at 52.51% examples, 249741 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:54,102 : INFO : EPOCH 20 - PROGRESS: at 53.23% examples, 249865 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:55,103 : INFO : EPOCH 20 - PROGRESS: at 53.86% examples, 249997 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:56,146 : INFO : EPOCH 20 - PROGRESS: at 54.51% examples, 250044 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:57,166 : INFO : EPOCH 20 - PROGRESS: at 55.02% examples, 250104 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:58,181 : INFO : EPOCH 20 - PROGRESS: at 55.37% examples, 250130 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:37:59,184 : INFO : EPOCH 20 - PROGRESS: at 56.05% examples, 250192 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:00,196 : INFO : EPOCH 20 - PROGRESS: at 56.46% examples, 250140 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:01,228 : INFO : EPOCH 20 - PROGRESS: at 56.87% examples, 250118 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:02,235 : INFO : EPOCH 20 - PROGRESS: at 57.22% examples, 250172 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:03,243 : INFO : EPOCH 20 - PROGRESS: at 57.58% examples, 250080 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:04,265 : INFO : EPOCH 20 - PROGRESS: at 57.96% examples, 250121 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:05,286 : INFO : EPOCH 20 - PROGRESS: at 58.39% examples, 250102 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:06,300 : INFO : EPOCH 20 - PROGRESS: at 58.74% examples, 250131 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:07,333 : INFO : EPOCH 20 - PROGRESS: at 59.18% examples, 250109 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:08,343 : INFO : EPOCH 20 - PROGRESS: at 59.55% examples, 250100 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:09,358 : INFO : EPOCH 20 - PROGRESS: at 60.08% examples, 250100 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:10,368 : INFO : EPOCH 20 - PROGRESS: at 60.32% examples, 250033 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:11,405 : INFO : EPOCH 20 - PROGRESS: at 60.72% examples, 250086 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:12,443 : INFO : EPOCH 20 - PROGRESS: at 61.01% examples, 250039 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:13,476 : INFO : EPOCH 20 - PROGRESS: at 61.30% examples, 249989 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:14,482 : INFO : EPOCH 20 - PROGRESS: at 61.62% examples, 250017 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:15,489 : INFO : EPOCH 20 - PROGRESS: at 61.97% examples, 250038 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:16,532 : INFO : EPOCH 20 - PROGRESS: at 62.60% examples, 250103 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:17,563 : INFO : EPOCH 20 - PROGRESS: at 63.18% examples, 250172 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:18,601 : INFO : EPOCH 20 - PROGRESS: at 63.77% examples, 250250 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:19,612 : INFO : EPOCH 20 - PROGRESS: at 64.25% examples, 250248 words/s, in_qsize 8, out_qsize 1
2020-08-16 06:38:20,649 : INFO : EPOCH 20 - PROGRESS: at 64.59% examples, 250254 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:21,674 : INFO : EPOCH 20 - PROGRESS: at 64.83% examples, 250243 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:22,737 : INFO : EPOCH 20 - PROGRESS: at 65.14% examples, 250192 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:23,787 : INFO : EPOCH 20 - PROGRESS: at 65.57% examples, 250171 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:24,797 : INFO : EPOCH 20 - PROGRESS: at 66.01% examples, 250218 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:25,800 : INFO : EPOCH 20 - PROGRESS: at 66.48% examples, 250307 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:26,805 : INFO : EPOCH 20 - PROGRESS: at 67.16% examples, 250353 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:27,810 : INFO : EPOCH 20 - PROGRESS: at 67.53% examples, 250311 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:28,813 : INFO : EPOCH 20 - PROGRESS: at 67.91% examples, 250322 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:29,885 : INFO : EPOCH 20 - PROGRESS: at 68.14% examples, 250265 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:30,889 : INFO : EPOCH 20 - PROGRESS: at 68.30% examples, 250333 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:31,906 : INFO : EPOCH 20 - PROGRESS: at 68.53% examples, 250255 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:32,932 : INFO : EPOCH 20 - PROGRESS: at 68.90% examples, 250262 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:33,949 : INFO : EPOCH 20 - PROGRESS: at 69.29% examples, 250265 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:34,958 : INFO : EPOCH 20 - PROGRESS: at 69.65% examples, 250289 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:36,012 : INFO : EPOCH 20 - PROGRESS: at 69.92% examples, 250242 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:37,015 : INFO : EPOCH 20 - PROGRESS: at 70.19% examples, 250234 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:38,017 : INFO : EPOCH 20 - PROGRESS: at 70.57% examples, 250267 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:39,039 : INFO : EPOCH 20 - PROGRESS: at 70.85% examples, 250222 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:40,055 : INFO : EPOCH 20 - PROGRESS: at 71.19% examples, 250199 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:41,061 : INFO : EPOCH 20 - PROGRESS: at 71.62% examples, 250182 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:42,080 : INFO : EPOCH 20 - PROGRESS: at 71.85% examples, 250197 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:43,104 : INFO : EPOCH 20 - PROGRESS: at 72.10% examples, 250168 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:44,104 : INFO : EPOCH 20 - PROGRESS: at 72.32% examples, 250146 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:45,108 : INFO : EPOCH 20 - PROGRESS: at 72.56% examples, 250145 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:46,172 : INFO : EPOCH 20 - PROGRESS: at 72.78% examples, 250105 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:47,179 : INFO : EPOCH 20 - PROGRESS: at 72.98% examples, 250092 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:48,191 : INFO : EPOCH 20 - PROGRESS: at 73.22% examples, 250118 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:49,197 : INFO : EPOCH 20 - PROGRESS: at 73.47% examples, 250122 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:50,224 : INFO : EPOCH 20 - PROGRESS: at 73.69% examples, 250087 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:51,229 : INFO : EPOCH 20 - PROGRESS: at 73.93% examples, 250071 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:52,253 : INFO : EPOCH 20 - PROGRESS: at 74.16% examples, 250061 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:53,263 : INFO : EPOCH 20 - PROGRESS: at 74.41% examples, 250066 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:54,291 : INFO : EPOCH 20 - PROGRESS: at 74.64% examples, 250059 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:55,339 : INFO : EPOCH 20 - PROGRESS: at 74.82% examples, 250015 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:56,366 : INFO : EPOCH 20 - PROGRESS: at 75.10% examples, 250021 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:57,380 : INFO : EPOCH 20 - PROGRESS: at 75.52% examples, 250037 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:58,405 : INFO : EPOCH 20 - PROGRESS: at 75.91% examples, 250012 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:38:59,450 : INFO : EPOCH 20 - PROGRESS: at 76.18% examples, 250028 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:00,460 : INFO : EPOCH 20 - PROGRESS: at 76.57% examples, 250028 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:01,460 : INFO : EPOCH 20 - PROGRESS: at 77.04% examples, 250033 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:02,498 : INFO : EPOCH 20 - PROGRESS: at 77.52% examples, 250012 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:03,523 : INFO : EPOCH 20 - PROGRESS: at 77.87% examples, 249993 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:04,530 : INFO : EPOCH 20 - PROGRESS: at 78.17% examples, 249988 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:05,563 : INFO : EPOCH 20 - PROGRESS: at 78.56% examples, 250034 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:06,576 : INFO : EPOCH 20 - PROGRESS: at 78.92% examples, 250007 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:07,612 : INFO : EPOCH 20 - PROGRESS: at 79.32% examples, 249976 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:08,685 : INFO : EPOCH 20 - PROGRESS: at 79.73% examples, 249972 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:09,728 : INFO : EPOCH 20 - PROGRESS: at 80.07% examples, 249962 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:10,774 : INFO : EPOCH 20 - PROGRESS: at 80.50% examples, 250005 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:11,801 : INFO : EPOCH 20 - PROGRESS: at 80.94% examples, 249989 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:12,841 : INFO : EPOCH 20 - PROGRESS: at 81.28% examples, 249971 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:13,868 : INFO : EPOCH 20 - PROGRESS: at 81.71% examples, 250000 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:14,926 : INFO : EPOCH 20 - PROGRESS: at 82.13% examples, 249971 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:15,953 : INFO : EPOCH 20 - PROGRESS: at 82.57% examples, 250012 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:16,964 : INFO : EPOCH 20 - PROGRESS: at 82.94% examples, 249986 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:17,964 : INFO : EPOCH 20 - PROGRESS: at 83.25% examples, 250004 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:18,979 : INFO : EPOCH 20 - PROGRESS: at 83.68% examples, 249982 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:20,009 : INFO : EPOCH 20 - PROGRESS: at 84.05% examples, 249992 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:21,044 : INFO : EPOCH 20 - PROGRESS: at 84.38% examples, 249947 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:22,048 : INFO : EPOCH 20 - PROGRESS: at 84.85% examples, 249983 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:23,100 : INFO : EPOCH 20 - PROGRESS: at 85.33% examples, 249977 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:24,120 : INFO : EPOCH 20 - PROGRESS: at 85.72% examples, 250024 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:25,183 : INFO : EPOCH 20 - PROGRESS: at 86.14% examples, 249970 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:26,183 : INFO : EPOCH 20 - PROGRESS: at 86.44% examples, 249976 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:27,187 : INFO : EPOCH 20 - PROGRESS: at 86.73% examples, 249962 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:28,221 : INFO : EPOCH 20 - PROGRESS: at 87.09% examples, 249951 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:29,233 : INFO : EPOCH 20 - PROGRESS: at 87.58% examples, 249961 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:30,242 : INFO : EPOCH 20 - PROGRESS: at 88.00% examples, 249981 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:31,245 : INFO : EPOCH 20 - PROGRESS: at 88.50% examples, 249957 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:32,263 : INFO : EPOCH 20 - PROGRESS: at 88.99% examples, 249989 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:33,272 : INFO : EPOCH 20 - PROGRESS: at 89.16% examples, 249995 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:34,276 : INFO : EPOCH 20 - PROGRESS: at 89.41% examples, 250009 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:35,281 : INFO : EPOCH 20 - PROGRESS: at 89.82% examples, 249979 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:36,288 : INFO : EPOCH 20 - PROGRESS: at 90.17% examples, 249986 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:37,291 : INFO : EPOCH 20 - PROGRESS: at 90.74% examples, 249999 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:38,326 : INFO : EPOCH 20 - PROGRESS: at 91.10% examples, 249994 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:39,352 : INFO : EPOCH 20 - PROGRESS: at 91.56% examples, 249984 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:40,374 : INFO : EPOCH 20 - PROGRESS: at 92.05% examples, 250005 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:41,424 : INFO : EPOCH 20 - PROGRESS: at 92.45% examples, 249980 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:42,474 : INFO : EPOCH 20 - PROGRESS: at 92.86% examples, 249950 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:43,491 : INFO : EPOCH 20 - PROGRESS: at 93.25% examples, 249957 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:44,501 : INFO : EPOCH 20 - PROGRESS: at 93.66% examples, 250005 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:45,561 : INFO : EPOCH 20 - PROGRESS: at 94.15% examples, 249963 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:46,571 : INFO : EPOCH 20 - PROGRESS: at 94.55% examples, 249979 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:47,588 : INFO : EPOCH 20 - PROGRESS: at 95.07% examples, 249980 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:48,592 : INFO : EPOCH 20 - PROGRESS: at 95.41% examples, 249968 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:49,606 : INFO : EPOCH 20 - PROGRESS: at 95.69% examples, 249964 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:50,650 : INFO : EPOCH 20 - PROGRESS: at 96.11% examples, 249932 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:51,656 : INFO : EPOCH 20 - PROGRESS: at 96.50% examples, 249921 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:52,672 : INFO : EPOCH 20 - PROGRESS: at 96.89% examples, 249921 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:53,696 : INFO : EPOCH 20 - PROGRESS: at 97.41% examples, 249928 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:54,726 : INFO : EPOCH 20 - PROGRESS: at 97.93% examples, 249926 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:55,739 : INFO : EPOCH 20 - PROGRESS: at 98.38% examples, 249926 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:56,755 : INFO : EPOCH 20 - PROGRESS: at 98.75% examples, 249941 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:57,755 : INFO : EPOCH 20 - PROGRESS: at 99.17% examples, 249951 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:58,799 : INFO : EPOCH 20 - PROGRESS: at 99.69% examples, 249927 words/s, in_qsize 7, out_qsize 0
2020-08-16 06:39:59,359 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 06:39:59,366 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 06:39:59,382 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 06:39:59,413 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 06:39:59,414 : INFO : EPOCH - 20 : training on 85855864 raw words (59157399 effective words) took 236.7s, 249956 effective words/s
2020-08-16 06:39:59,415 : INFO : training on a 1717117280 raw words (1183203270 effective words) took 4653.1s, 254282 effective words/s

# getting the training loss value
training_loss = model.get_latest_training_loss()
print(training_loss)

134217728.0

SaveModel( model, params, model_type='word2vec', description='java-SK-500-20E-32k-c') #Sk=skipgram, 500 embeddings, 10 epochs

2020-08-16 06:39:59,443 : INFO : saving Word2Vec object under ../../data/test_data/models/[word2vec-java-SK-500-20E-32k-c-1597559999.443775].model, separately None
2020-08-16 06:39:59,444 : INFO : storing np array 'vectors' to ../../data/test_data/models/[word2vec-java-SK-500-20E-32k-c-1597559999.443775].model.wv.vectors.npy
2020-08-16 06:40:04,266 : INFO : not storing attribute vectors_norm
2020-08-16 06:40:04,268 : INFO : storing np array 'syn1neg' to ../../data/test_data/models/[word2vec-java-SK-500-20E-32k-c-1597559999.443775].model.trainables.syn1neg.npy
2020-08-16 06:40:09,048 : INFO : not storing attribute cum_table
2020-08-16 06:40:09,299 : INFO : saved ../../data/test_data/models/[word2vec-java-SK-500-20E-32k-c-1597559999.443775].model
2020-08-16 06:40:09,300 : INFO : Saving in...../../data/test_data/models/[word2vec-java-SK-500-20E-32k-c-1597559999.443775].model

Online training / Resuming training¶

model = LoadWord2Vec(timestamp=1597559999.443775, params=params, description='java-SK-500-20E-32k-c')

2020-08-16 09:29:41,484 : INFO : loading Word2Vec object from ../../data/test_data/models/[word2vec-java-SK-500-20E-32k-c-1597559999.443775].model
2020-08-16 09:29:41,546 : INFO : loading wv recursively from ../../data/test_data/models/[word2vec-java-SK-500-20E-32k-c-1597559999.443775].model.wv.* with mmap=None
2020-08-16 09:29:41,548 : INFO : loading vectors from ../../data/test_data/models/[word2vec-java-SK-500-20E-32k-c-1597559999.443775].model.wv.vectors.npy with mmap=None
2020-08-16 09:29:41,569 : INFO : setting ignored attribute vectors_norm to None
2020-08-16 09:29:41,570 : INFO : loading vocabulary recursively from ../../data/test_data/models/[word2vec-java-SK-500-20E-32k-c-1597559999.443775].model.vocabulary.* with mmap=None
2020-08-16 09:29:41,571 : INFO : loading trainables recursively from ../../data/test_data/models/[word2vec-java-SK-500-20E-32k-c-1597559999.443775].model.trainables.* with mmap=None
2020-08-16 09:29:41,571 : INFO : loading syn1neg from ../../data/test_data/models/[word2vec-java-SK-500-20E-32k-c-1597559999.443775].model.trainables.syn1neg.npy with mmap=None
2020-08-16 09:29:41,591 : INFO : setting ignored attribute cum_table to None
2020-08-16 09:29:41,592 : INFO : loaded ../../data/test_data/models/[word2vec-java-SK-500-20E-32k-c-1597559999.443775].model

more_sentences = texts #After tunning for another language
model.build_vocab(more_sentences, update=True)

2020-08-16 09:37:01,118 : INFO : collecting all words and their counts
2020-08-16 09:37:01,120 : INFO : PROGRESS: at sentence #0, processed 0 words, keeping 0 word types
2020-08-16 09:37:01,643 : INFO : PROGRESS: at sentence #10000, processed 2945175 words, keeping 19823 word types
2020-08-16 09:37:02,078 : INFO : PROGRESS: at sentence #20000, processed 5408886 words, keeping 22369 word types
2020-08-16 09:37:02,576 : INFO : PROGRESS: at sentence #30000, processed 8220228 words, keeping 23270 word types
2020-08-16 09:37:03,084 : INFO : PROGRESS: at sentence #40000, processed 11090376 words, keeping 25814 word types
2020-08-16 09:37:03,644 : INFO : PROGRESS: at sentence #50000, processed 14242024 words, keeping 26820 word types
2020-08-16 09:37:04,221 : INFO : PROGRESS: at sentence #60000, processed 17519226 words, keeping 27281 word types
2020-08-16 09:37:04,709 : INFO : PROGRESS: at sentence #70000, processed 20258039 words, keeping 29191 word types
2020-08-16 09:37:05,223 : INFO : PROGRESS: at sentence #80000, processed 23161334 words, keeping 29790 word types
2020-08-16 09:37:05,758 : INFO : PROGRESS: at sentence #90000, processed 26239936 words, keeping 30294 word types
2020-08-16 09:37:06,221 : INFO : PROGRESS: at sentence #100000, processed 28826489 words, keeping 30930 word types
2020-08-16 09:37:06,627 : INFO : PROGRESS: at sentence #110000, processed 31074829 words, keeping 31294 word types
2020-08-16 09:37:07,043 : INFO : PROGRESS: at sentence #120000, processed 33374874 words, keeping 32334 word types
2020-08-16 09:37:07,502 : INFO : PROGRESS: at sentence #130000, processed 35915642 words, keeping 32621 word types
2020-08-16 09:37:07,914 : INFO : PROGRESS: at sentence #140000, processed 38201234 words, keeping 33656 word types
2020-08-16 09:37:08,316 : INFO : PROGRESS: at sentence #150000, processed 40462349 words, keeping 33976 word types
2020-08-16 09:37:08,730 : INFO : PROGRESS: at sentence #160000, processed 42745886 words, keeping 34534 word types
2020-08-16 09:37:09,133 : INFO : PROGRESS: at sentence #170000, processed 44977830 words, keeping 34775 word types
2020-08-16 09:37:09,521 : INFO : PROGRESS: at sentence #180000, processed 47096903 words, keeping 35978 word types
2020-08-16 09:37:09,923 : INFO : PROGRESS: at sentence #190000, processed 49310772 words, keeping 36500 word types
2020-08-16 09:37:10,365 : INFO : PROGRESS: at sentence #200000, processed 51735792 words, keeping 37422 word types
2020-08-16 09:37:10,835 : INFO : PROGRESS: at sentence #210000, processed 54368989 words, keeping 37527 word types
2020-08-16 09:37:11,279 : INFO : PROGRESS: at sentence #220000, processed 56843596 words, keeping 37615 word types
2020-08-16 09:37:11,725 : INFO : PROGRESS: at sentence #230000, processed 59318359 words, keeping 37936 word types
2020-08-16 09:37:12,231 : INFO : PROGRESS: at sentence #240000, processed 62032862 words, keeping 38071 word types
2020-08-16 09:37:12,718 : INFO : PROGRESS: at sentence #250000, processed 64727754 words, keeping 38705 word types
2020-08-16 09:37:13,175 : INFO : PROGRESS: at sentence #260000, processed 67237546 words, keeping 39238 word types
2020-08-16 09:37:13,742 : INFO : PROGRESS: at sentence #270000, processed 70361130 words, keeping 40869 word types
2020-08-16 09:37:14,212 : INFO : PROGRESS: at sentence #280000, processed 72944868 words, keeping 40936 word types
2020-08-16 09:37:14,664 : INFO : PROGRESS: at sentence #290000, processed 75418603 words, keeping 41880 word types
2020-08-16 09:37:15,196 : INFO : PROGRESS: at sentence #300000, processed 78340533 words, keeping 42098 word types
2020-08-16 09:37:15,640 : INFO : PROGRESS: at sentence #310000, processed 80753807 words, keeping 42257 word types
2020-08-16 09:37:16,122 : INFO : PROGRESS: at sentence #320000, processed 83425285 words, keeping 42636 word types
2020-08-16 09:37:16,617 : INFO : PROGRESS: at sentence #330000, processed 86140554 words, keeping 42908 word types
2020-08-16 09:37:17,143 : INFO : PROGRESS: at sentence #340000, processed 89055088 words, keeping 43004 word types
2020-08-16 09:37:17,635 : INFO : PROGRESS: at sentence #350000, processed 91761155 words, keeping 43177 word types
2020-08-16 09:37:18,082 : INFO : PROGRESS: at sentence #360000, processed 94224168 words, keeping 43498 word types
2020-08-16 09:37:18,669 : INFO : PROGRESS: at sentence #370000, processed 97443388 words, keeping 43582 word types
2020-08-16 09:37:19,125 : INFO : PROGRESS: at sentence #380000, processed 99951772 words, keeping 43651 word types
2020-08-16 09:37:19,610 : INFO : PROGRESS: at sentence #390000, processed 102617384 words, keeping 44071 word types
2020-08-16 09:37:20,098 : INFO : PROGRESS: at sentence #400000, processed 105268424 words, keeping 44370 word types
2020-08-16 09:37:20,554 : INFO : PROGRESS: at sentence #410000, processed 107732939 words, keeping 45360 word types
2020-08-16 09:37:21,061 : INFO : PROGRESS: at sentence #420000, processed 110461323 words, keeping 45638 word types
2020-08-16 09:37:21,542 : INFO : PROGRESS: at sentence #430000, processed 113055585 words, keeping 45749 word types
2020-08-16 09:37:22,047 : INFO : PROGRESS: at sentence #440000, processed 115786062 words, keeping 45948 word types
2020-08-16 09:37:22,647 : INFO : PROGRESS: at sentence #450000, processed 119065507 words, keeping 46432 word types
2020-08-16 09:37:22,969 : INFO : collected 46878 word types from a corpus of 120798425 raw words and 457787 sentences
2020-08-16 09:37:22,970 : INFO : Updating model with new vocabulary
2020-08-16 09:37:23,044 : INFO : New added 26918 unique words (36% of original 73796) and increased the count of 26918 pre-existing words (36% of original 73796)
2020-08-16 09:37:23,213 : INFO : deleting the raw counts dictionary of 46878 items
2020-08-16 09:37:23,215 : INFO : sample=0.001 downsamples 78 most-common words
2020-08-16 09:37:23,216 : INFO : downsampling leaves estimated 173194079 word corpus (143.4% of prior 120761760)
2020-08-16 09:37:23,273 : INFO : estimated required memory for 53836 words and 500 dimensions: 242262000 bytes
2020-08-16 09:37:23,274 : INFO : updating layer weights

model.train(more_sentences, total_examples=model.corpus_count, epochs=model.iter)

/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:1: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  """Entry point for launching an IPython kernel.
2020-08-16 09:37:24,154 : WARNING : Effective 'alpha' higher than previous training cycles
2020-08-16 09:37:24,155 : INFO : training model with 4 workers on 31124 vocabulary and 500 features, using sg=1 hs=0 sample=0.001 negative=5 window=5
2020-08-16 09:37:25,246 : INFO : EPOCH 1 - PROGRESS: at 0.25% examples, 232580 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:26,247 : INFO : EPOCH 1 - PROGRESS: at 0.44% examples, 249529 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:27,263 : INFO : EPOCH 1 - PROGRESS: at 0.66% examples, 253550 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:28,295 : INFO : EPOCH 1 - PROGRESS: at 0.87% examples, 252580 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:29,365 : INFO : EPOCH 1 - PROGRESS: at 1.27% examples, 253447 words/s, in_qsize 8, out_qsize 1
2020-08-16 09:37:30,365 : INFO : EPOCH 1 - PROGRESS: at 1.54% examples, 256666 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:31,398 : INFO : EPOCH 1 - PROGRESS: at 1.87% examples, 255079 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:32,414 : INFO : EPOCH 1 - PROGRESS: at 2.20% examples, 256112 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:33,415 : INFO : EPOCH 1 - PROGRESS: at 2.47% examples, 256451 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:34,418 : INFO : EPOCH 1 - PROGRESS: at 2.72% examples, 256221 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:35,481 : INFO : EPOCH 1 - PROGRESS: at 3.06% examples, 256092 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:36,549 : INFO : EPOCH 1 - PROGRESS: at 3.38% examples, 256436 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:37,550 : INFO : EPOCH 1 - PROGRESS: at 3.73% examples, 256930 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:38,551 : INFO : EPOCH 1 - PROGRESS: at 4.13% examples, 257064 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:39,588 : INFO : EPOCH 1 - PROGRESS: at 4.52% examples, 256396 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:40,603 : INFO : EPOCH 1 - PROGRESS: at 4.93% examples, 256994 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:41,645 : INFO : EPOCH 1 - PROGRESS: at 5.16% examples, 256671 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:42,702 : INFO : EPOCH 1 - PROGRESS: at 5.46% examples, 256973 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:43,768 : INFO : EPOCH 1 - PROGRESS: at 5.81% examples, 256832 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:44,778 : INFO : EPOCH 1 - PROGRESS: at 6.07% examples, 257808 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:45,790 : INFO : EPOCH 1 - PROGRESS: at 6.29% examples, 257635 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:46,791 : INFO : EPOCH 1 - PROGRESS: at 6.56% examples, 257825 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:47,816 : INFO : EPOCH 1 - PROGRESS: at 6.84% examples, 257842 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:48,841 : INFO : EPOCH 1 - PROGRESS: at 7.18% examples, 257945 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:49,844 : INFO : EPOCH 1 - PROGRESS: at 7.51% examples, 257861 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:50,879 : INFO : EPOCH 1 - PROGRESS: at 7.84% examples, 257818 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:51,904 : INFO : EPOCH 1 - PROGRESS: at 8.11% examples, 258007 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:52,961 : INFO : EPOCH 1 - PROGRESS: at 8.32% examples, 257935 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:54,023 : INFO : EPOCH 1 - PROGRESS: at 8.59% examples, 258060 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:55,073 : INFO : EPOCH 1 - PROGRESS: at 8.83% examples, 258301 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:56,133 : INFO : EPOCH 1 - PROGRESS: at 9.20% examples, 258372 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:57,147 : INFO : EPOCH 1 - PROGRESS: at 9.54% examples, 258551 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:58,157 : INFO : EPOCH 1 - PROGRESS: at 9.78% examples, 258320 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:37:59,203 : INFO : EPOCH 1 - PROGRESS: at 10.04% examples, 258586 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:00,206 : INFO : EPOCH 1 - PROGRESS: at 10.26% examples, 258617 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:01,215 : INFO : EPOCH 1 - PROGRESS: at 10.49% examples, 258861 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:02,223 : INFO : EPOCH 1 - PROGRESS: at 10.68% examples, 258685 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:03,291 : INFO : EPOCH 1 - PROGRESS: at 10.93% examples, 258699 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:04,363 : INFO : EPOCH 1 - PROGRESS: at 11.15% examples, 258874 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:05,373 : INFO : EPOCH 1 - PROGRESS: at 11.38% examples, 259085 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:06,397 : INFO : EPOCH 1 - PROGRESS: at 11.60% examples, 259180 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:07,399 : INFO : EPOCH 1 - PROGRESS: at 11.82% examples, 259296 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:08,478 : INFO : EPOCH 1 - PROGRESS: at 12.04% examples, 259264 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:09,520 : INFO : EPOCH 1 - PROGRESS: at 12.28% examples, 259322 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:10,553 : INFO : EPOCH 1 - PROGRESS: at 12.61% examples, 259348 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:11,563 : INFO : EPOCH 1 - PROGRESS: at 12.94% examples, 259528 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:12,600 : INFO : EPOCH 1 - PROGRESS: at 13.21% examples, 259218 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:13,670 : INFO : EPOCH 1 - PROGRESS: at 13.52% examples, 259081 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:14,711 : INFO : EPOCH 1 - PROGRESS: at 13.81% examples, 259181 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:15,757 : INFO : EPOCH 1 - PROGRESS: at 14.11% examples, 259095 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:16,808 : INFO : EPOCH 1 - PROGRESS: at 14.41% examples, 259128 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:17,851 : INFO : EPOCH 1 - PROGRESS: at 14.73% examples, 259203 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:18,863 : INFO : EPOCH 1 - PROGRESS: at 15.03% examples, 259238 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:19,879 : INFO : EPOCH 1 - PROGRESS: at 15.37% examples, 259143 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:20,914 : INFO : EPOCH 1 - PROGRESS: at 15.67% examples, 259253 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:21,934 : INFO : EPOCH 1 - PROGRESS: at 15.91% examples, 259244 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:22,944 : INFO : EPOCH 1 - PROGRESS: at 16.16% examples, 259396 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:23,980 : INFO : EPOCH 1 - PROGRESS: at 16.48% examples, 259264 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:24,999 : INFO : EPOCH 1 - PROGRESS: at 16.77% examples, 259249 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:26,011 : INFO : EPOCH 1 - PROGRESS: at 16.97% examples, 259317 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:27,023 : INFO : EPOCH 1 - PROGRESS: at 17.27% examples, 259294 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:28,036 : INFO : EPOCH 1 - PROGRESS: at 17.61% examples, 259325 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:29,055 : INFO : EPOCH 1 - PROGRESS: at 17.92% examples, 259316 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:30,064 : INFO : EPOCH 1 - PROGRESS: at 18.21% examples, 259298 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:31,066 : INFO : EPOCH 1 - PROGRESS: at 18.50% examples, 259318 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:32,081 : INFO : EPOCH 1 - PROGRESS: at 18.82% examples, 259230 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:33,102 : INFO : EPOCH 1 - PROGRESS: at 19.04% examples, 259397 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:34,126 : INFO : EPOCH 1 - PROGRESS: at 19.19% examples, 259831 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:35,139 : INFO : EPOCH 1 - PROGRESS: at 19.36% examples, 260322 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:36,151 : INFO : EPOCH 1 - PROGRESS: at 19.63% examples, 260214 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:37,219 : INFO : EPOCH 1 - PROGRESS: at 19.91% examples, 260038 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:38,226 : INFO : EPOCH 1 - PROGRESS: at 20.20% examples, 260146 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:39,232 : INFO : EPOCH 1 - PROGRESS: at 20.52% examples, 260045 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:40,239 : INFO : EPOCH 1 - PROGRESS: at 20.91% examples, 260010 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:41,251 : INFO : EPOCH 1 - PROGRESS: at 21.23% examples, 259976 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:42,305 : INFO : EPOCH 1 - PROGRESS: at 21.52% examples, 259918 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:43,386 : INFO : EPOCH 1 - PROGRESS: at 21.80% examples, 259867 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:44,387 : INFO : EPOCH 1 - PROGRESS: at 22.18% examples, 259947 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:45,451 : INFO : EPOCH 1 - PROGRESS: at 22.62% examples, 259787 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:46,460 : INFO : EPOCH 1 - PROGRESS: at 22.99% examples, 259902 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:47,484 : INFO : EPOCH 1 - PROGRESS: at 23.29% examples, 259738 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:48,489 : INFO : EPOCH 1 - PROGRESS: at 23.64% examples, 259778 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:49,531 : INFO : EPOCH 1 - PROGRESS: at 23.99% examples, 259685 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:50,546 : INFO : EPOCH 1 - PROGRESS: at 24.33% examples, 259707 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:51,601 : INFO : EPOCH 1 - PROGRESS: at 24.67% examples, 259603 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:52,602 : INFO : EPOCH 1 - PROGRESS: at 25.04% examples, 259668 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:53,611 : INFO : EPOCH 1 - PROGRESS: at 25.37% examples, 259639 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:54,622 : INFO : EPOCH 1 - PROGRESS: at 25.69% examples, 259527 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:55,632 : INFO : EPOCH 1 - PROGRESS: at 26.07% examples, 259606 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:56,668 : INFO : EPOCH 1 - PROGRESS: at 26.44% examples, 259486 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:57,668 : INFO : EPOCH 1 - PROGRESS: at 26.77% examples, 259540 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:58,669 : INFO : EPOCH 1 - PROGRESS: at 27.10% examples, 259549 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:38:59,709 : INFO : EPOCH 1 - PROGRESS: at 27.39% examples, 259482 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:00,721 : INFO : EPOCH 1 - PROGRESS: at 27.67% examples, 259504 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:01,771 : INFO : EPOCH 1 - PROGRESS: at 28.01% examples, 259404 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:02,848 : INFO : EPOCH 1 - PROGRESS: at 28.32% examples, 259379 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:03,854 : INFO : EPOCH 1 - PROGRESS: at 28.66% examples, 259496 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:04,864 : INFO : EPOCH 1 - PROGRESS: at 29.00% examples, 259432 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:05,902 : INFO : EPOCH 1 - PROGRESS: at 29.38% examples, 259360 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:06,906 : INFO : EPOCH 1 - PROGRESS: at 29.73% examples, 259422 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:07,908 : INFO : EPOCH 1 - PROGRESS: at 30.04% examples, 259340 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:08,915 : INFO : EPOCH 1 - PROGRESS: at 30.43% examples, 259359 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:09,920 : INFO : EPOCH 1 - PROGRESS: at 30.80% examples, 259396 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:10,949 : INFO : EPOCH 1 - PROGRESS: at 31.23% examples, 259558 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:12,020 : INFO : EPOCH 1 - PROGRESS: at 31.54% examples, 259500 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:13,027 : INFO : EPOCH 1 - PROGRESS: at 31.91% examples, 259500 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:14,040 : INFO : EPOCH 1 - PROGRESS: at 32.21% examples, 259523 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:15,052 : INFO : EPOCH 1 - PROGRESS: at 32.53% examples, 259496 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:16,081 : INFO : EPOCH 1 - PROGRESS: at 32.91% examples, 259428 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:17,120 : INFO : EPOCH 1 - PROGRESS: at 33.19% examples, 259440 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:18,143 : INFO : EPOCH 1 - PROGRESS: at 33.60% examples, 259378 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:19,206 : INFO : EPOCH 1 - PROGRESS: at 34.00% examples, 259331 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:20,229 : INFO : EPOCH 1 - PROGRESS: at 34.33% examples, 259357 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:21,234 : INFO : EPOCH 1 - PROGRESS: at 34.68% examples, 259363 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:22,239 : INFO : EPOCH 1 - PROGRESS: at 35.05% examples, 259417 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:23,280 : INFO : EPOCH 1 - PROGRESS: at 35.45% examples, 259480 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:24,318 : INFO : EPOCH 1 - PROGRESS: at 35.78% examples, 259508 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:25,336 : INFO : EPOCH 1 - PROGRESS: at 36.10% examples, 259506 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:26,368 : INFO : EPOCH 1 - PROGRESS: at 36.47% examples, 259472 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:27,369 : INFO : EPOCH 1 - PROGRESS: at 36.85% examples, 259407 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:28,369 : INFO : EPOCH 1 - PROGRESS: at 37.27% examples, 259488 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:29,414 : INFO : EPOCH 1 - PROGRESS: at 37.61% examples, 259379 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:30,431 : INFO : EPOCH 1 - PROGRESS: at 37.97% examples, 259385 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:31,480 : INFO : EPOCH 1 - PROGRESS: at 38.38% examples, 259323 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:32,486 : INFO : EPOCH 1 - PROGRESS: at 38.78% examples, 259352 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:33,516 : INFO : EPOCH 1 - PROGRESS: at 39.16% examples, 259320 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:34,517 : INFO : EPOCH 1 - PROGRESS: at 39.52% examples, 259312 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:35,563 : INFO : EPOCH 1 - PROGRESS: at 39.88% examples, 259293 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:36,571 : INFO : EPOCH 1 - PROGRESS: at 40.21% examples, 259294 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:37,581 : INFO : EPOCH 1 - PROGRESS: at 40.55% examples, 259230 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:38,587 : INFO : EPOCH 1 - PROGRESS: at 40.94% examples, 259250 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:39,643 : INFO : EPOCH 1 - PROGRESS: at 41.35% examples, 259191 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:40,743 : INFO : EPOCH 1 - PROGRESS: at 41.73% examples, 259129 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:41,756 : INFO : EPOCH 1 - PROGRESS: at 42.12% examples, 259204 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:42,798 : INFO : EPOCH 1 - PROGRESS: at 42.48% examples, 259109 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:43,876 : INFO : EPOCH 1 - PROGRESS: at 42.82% examples, 259074 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:44,937 : INFO : EPOCH 1 - PROGRESS: at 43.13% examples, 259065 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:46,003 : INFO : EPOCH 1 - PROGRESS: at 43.44% examples, 259052 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:47,072 : INFO : EPOCH 1 - PROGRESS: at 43.77% examples, 259038 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:48,143 : INFO : EPOCH 1 - PROGRESS: at 44.08% examples, 259053 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:49,189 : INFO : EPOCH 1 - PROGRESS: at 44.42% examples, 259084 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:50,192 : INFO : EPOCH 1 - PROGRESS: at 44.79% examples, 259147 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:51,196 : INFO : EPOCH 1 - PROGRESS: at 45.02% examples, 259116 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:52,215 : INFO : EPOCH 1 - PROGRESS: at 45.29% examples, 259166 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:53,231 : INFO : EPOCH 1 - PROGRESS: at 45.65% examples, 259182 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:54,252 : INFO : EPOCH 1 - PROGRESS: at 45.96% examples, 259159 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:55,257 : INFO : EPOCH 1 - PROGRESS: at 46.23% examples, 259170 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:56,281 : INFO : EPOCH 1 - PROGRESS: at 46.52% examples, 259182 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:57,292 : INFO : EPOCH 1 - PROGRESS: at 46.89% examples, 259172 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:58,303 : INFO : EPOCH 1 - PROGRESS: at 47.20% examples, 259185 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:39:59,326 : INFO : EPOCH 1 - PROGRESS: at 47.57% examples, 259158 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:00,333 : INFO : EPOCH 1 - PROGRESS: at 47.91% examples, 259182 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:01,362 : INFO : EPOCH 1 - PROGRESS: at 48.31% examples, 259193 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:02,375 : INFO : EPOCH 1 - PROGRESS: at 48.67% examples, 259175 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:03,403 : INFO : EPOCH 1 - PROGRESS: at 49.00% examples, 259196 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:04,406 : INFO : EPOCH 1 - PROGRESS: at 49.27% examples, 259184 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:05,407 : INFO : EPOCH 1 - PROGRESS: at 49.61% examples, 259213 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:06,432 : INFO : EPOCH 1 - PROGRESS: at 49.93% examples, 259160 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:07,448 : INFO : EPOCH 1 - PROGRESS: at 50.21% examples, 259197 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:08,492 : INFO : EPOCH 1 - PROGRESS: at 50.48% examples, 259160 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:09,511 : INFO : EPOCH 1 - PROGRESS: at 50.69% examples, 259203 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:10,528 : INFO : EPOCH 1 - PROGRESS: at 50.97% examples, 259177 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:11,561 : INFO : EPOCH 1 - PROGRESS: at 51.31% examples, 259181 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:12,587 : INFO : EPOCH 1 - PROGRESS: at 51.65% examples, 259191 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:13,633 : INFO : EPOCH 1 - PROGRESS: at 51.97% examples, 259191 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:14,663 : INFO : EPOCH 1 - PROGRESS: at 52.33% examples, 259180 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:15,704 : INFO : EPOCH 1 - PROGRESS: at 52.55% examples, 259148 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:16,716 : INFO : EPOCH 1 - PROGRESS: at 52.93% examples, 259208 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:17,724 : INFO : EPOCH 1 - PROGRESS: at 53.28% examples, 259192 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:18,791 : INFO : EPOCH 1 - PROGRESS: at 53.61% examples, 259102 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:19,809 : INFO : EPOCH 1 - PROGRESS: at 53.83% examples, 259079 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:20,831 : INFO : EPOCH 1 - PROGRESS: at 54.15% examples, 259022 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:21,886 : INFO : EPOCH 1 - PROGRESS: at 54.40% examples, 258955 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:22,922 : INFO : EPOCH 1 - PROGRESS: at 54.69% examples, 258790 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:23,931 : INFO : EPOCH 1 - PROGRESS: at 54.95% examples, 258578 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:24,937 : INFO : EPOCH 1 - PROGRESS: at 55.14% examples, 258463 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:25,949 : INFO : EPOCH 1 - PROGRESS: at 55.46% examples, 258423 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:26,974 : INFO : EPOCH 1 - PROGRESS: at 55.86% examples, 258430 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:27,976 : INFO : EPOCH 1 - PROGRESS: at 56.24% examples, 258462 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:28,990 : INFO : EPOCH 1 - PROGRESS: at 56.55% examples, 258439 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:30,021 : INFO : EPOCH 1 - PROGRESS: at 56.86% examples, 258446 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:31,063 : INFO : EPOCH 1 - PROGRESS: at 57.11% examples, 258457 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:32,080 : INFO : EPOCH 1 - PROGRESS: at 57.34% examples, 258462 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:33,102 : INFO : EPOCH 1 - PROGRESS: at 57.61% examples, 258454 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:34,122 : INFO : EPOCH 1 - PROGRESS: at 57.90% examples, 258480 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:35,167 : INFO : EPOCH 1 - PROGRESS: at 58.21% examples, 258451 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:36,168 : INFO : EPOCH 1 - PROGRESS: at 58.43% examples, 258509 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:37,178 : INFO : EPOCH 1 - PROGRESS: at 58.62% examples, 258485 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:38,206 : INFO : EPOCH 1 - PROGRESS: at 58.88% examples, 258475 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:39,222 : INFO : EPOCH 1 - PROGRESS: at 59.24% examples, 258504 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:40,278 : INFO : EPOCH 1 - PROGRESS: at 59.50% examples, 258470 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:41,318 : INFO : EPOCH 1 - PROGRESS: at 59.87% examples, 258470 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:42,383 : INFO : EPOCH 1 - PROGRESS: at 60.24% examples, 258463 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:43,429 : INFO : EPOCH 1 - PROGRESS: at 60.49% examples, 258487 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:44,446 : INFO : EPOCH 1 - PROGRESS: at 60.80% examples, 258466 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:45,448 : INFO : EPOCH 1 - PROGRESS: at 61.11% examples, 258507 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:46,478 : INFO : EPOCH 1 - PROGRESS: at 61.41% examples, 258486 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:47,485 : INFO : EPOCH 1 - PROGRESS: at 61.71% examples, 258515 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:48,496 : INFO : EPOCH 1 - PROGRESS: at 62.04% examples, 258500 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:49,533 : INFO : EPOCH 1 - PROGRESS: at 62.39% examples, 258509 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:50,542 : INFO : EPOCH 1 - PROGRESS: at 62.63% examples, 258547 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:51,579 : INFO : EPOCH 1 - PROGRESS: at 63.01% examples, 258528 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:52,593 : INFO : EPOCH 1 - PROGRESS: at 63.38% examples, 258551 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:53,631 : INFO : EPOCH 1 - PROGRESS: at 63.68% examples, 258516 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:54,640 : INFO : EPOCH 1 - PROGRESS: at 63.93% examples, 258555 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:55,666 : INFO : EPOCH 1 - PROGRESS: at 64.17% examples, 258510 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:56,689 : INFO : EPOCH 1 - PROGRESS: at 64.51% examples, 258550 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:57,735 : INFO : EPOCH 1 - PROGRESS: at 64.83% examples, 258502 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:58,766 : INFO : EPOCH 1 - PROGRESS: at 65.03% examples, 258529 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:40:59,778 : INFO : EPOCH 1 - PROGRESS: at 65.25% examples, 258546 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:00,795 : INFO : EPOCH 1 - PROGRESS: at 65.56% examples, 258508 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:01,814 : INFO : EPOCH 1 - PROGRESS: at 65.85% examples, 258550 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:02,843 : INFO : EPOCH 1 - PROGRESS: at 66.24% examples, 258525 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:03,855 : INFO : EPOCH 1 - PROGRESS: at 66.55% examples, 258534 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:04,857 : INFO : EPOCH 1 - PROGRESS: at 66.85% examples, 258504 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:05,859 : INFO : EPOCH 1 - PROGRESS: at 67.16% examples, 258515 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:06,900 : INFO : EPOCH 1 - PROGRESS: at 67.54% examples, 258546 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:07,905 : INFO : EPOCH 1 - PROGRESS: at 67.87% examples, 258522 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:08,907 : INFO : EPOCH 1 - PROGRESS: at 68.22% examples, 258530 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:09,949 : INFO : EPOCH 1 - PROGRESS: at 68.48% examples, 258521 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:10,962 : INFO : EPOCH 1 - PROGRESS: at 68.83% examples, 258540 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:11,972 : INFO : EPOCH 1 - PROGRESS: at 69.10% examples, 258519 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:12,984 : INFO : EPOCH 1 - PROGRESS: at 69.37% examples, 258516 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:14,043 : INFO : EPOCH 1 - PROGRESS: at 69.74% examples, 258526 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:15,093 : INFO : EPOCH 1 - PROGRESS: at 69.97% examples, 258533 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:16,161 : INFO : EPOCH 1 - PROGRESS: at 70.26% examples, 258530 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:17,171 : INFO : EPOCH 1 - PROGRESS: at 70.57% examples, 258589 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:18,222 : INFO : EPOCH 1 - PROGRESS: at 70.86% examples, 258526 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:19,266 : INFO : EPOCH 1 - PROGRESS: at 71.13% examples, 258536 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:20,291 : INFO : EPOCH 1 - PROGRESS: at 71.43% examples, 258589 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:21,299 : INFO : EPOCH 1 - PROGRESS: at 71.70% examples, 258579 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:22,305 : INFO : EPOCH 1 - PROGRESS: at 72.10% examples, 258581 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:23,334 : INFO : EPOCH 1 - PROGRESS: at 72.36% examples, 258581 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:24,338 : INFO : EPOCH 1 - PROGRESS: at 72.62% examples, 258627 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:25,344 : INFO : EPOCH 1 - PROGRESS: at 72.87% examples, 258643 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:26,349 : INFO : EPOCH 1 - PROGRESS: at 73.11% examples, 258643 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:27,349 : INFO : EPOCH 1 - PROGRESS: at 73.47% examples, 258681 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:28,379 : INFO : EPOCH 1 - PROGRESS: at 73.74% examples, 258643 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:29,405 : INFO : EPOCH 1 - PROGRESS: at 74.06% examples, 258646 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:30,406 : INFO : EPOCH 1 - PROGRESS: at 74.31% examples, 258637 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:31,446 : INFO : EPOCH 1 - PROGRESS: at 74.58% examples, 258641 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:32,450 : INFO : EPOCH 1 - PROGRESS: at 74.85% examples, 258639 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:33,464 : INFO : EPOCH 1 - PROGRESS: at 75.19% examples, 258624 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:34,468 : INFO : EPOCH 1 - PROGRESS: at 75.45% examples, 258653 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:35,522 : INFO : EPOCH 1 - PROGRESS: at 75.73% examples, 258640 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:36,529 : INFO : EPOCH 1 - PROGRESS: at 76.02% examples, 258661 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:37,578 : INFO : EPOCH 1 - PROGRESS: at 76.36% examples, 258645 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:38,579 : INFO : EPOCH 1 - PROGRESS: at 76.77% examples, 258668 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:39,622 : INFO : EPOCH 1 - PROGRESS: at 77.05% examples, 258659 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:40,645 : INFO : EPOCH 1 - PROGRESS: at 77.41% examples, 258680 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:41,648 : INFO : EPOCH 1 - PROGRESS: at 77.71% examples, 258653 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:42,655 : INFO : EPOCH 1 - PROGRESS: at 78.02% examples, 258657 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:43,666 : INFO : EPOCH 1 - PROGRESS: at 78.32% examples, 258662 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:44,675 : INFO : EPOCH 1 - PROGRESS: at 78.66% examples, 258648 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:45,682 : INFO : EPOCH 1 - PROGRESS: at 78.98% examples, 258657 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:46,691 : INFO : EPOCH 1 - PROGRESS: at 79.31% examples, 258650 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:47,692 : INFO : EPOCH 1 - PROGRESS: at 79.40% examples, 258658 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:48,707 : INFO : EPOCH 1 - PROGRESS: at 79.46% examples, 258709 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:49,739 : INFO : EPOCH 1 - PROGRESS: at 79.63% examples, 258734 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:50,743 : INFO : EPOCH 1 - PROGRESS: at 79.95% examples, 258752 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:51,774 : INFO : EPOCH 1 - PROGRESS: at 80.28% examples, 258743 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:52,787 : INFO : EPOCH 1 - PROGRESS: at 80.60% examples, 258745 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:53,839 : INFO : EPOCH 1 - PROGRESS: at 80.93% examples, 258749 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:54,846 : INFO : EPOCH 1 - PROGRESS: at 81.26% examples, 258751 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:55,860 : INFO : EPOCH 1 - PROGRESS: at 81.55% examples, 258756 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:56,897 : INFO : EPOCH 1 - PROGRESS: at 81.85% examples, 258744 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:57,917 : INFO : EPOCH 1 - PROGRESS: at 82.11% examples, 258772 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:58,936 : INFO : EPOCH 1 - PROGRESS: at 82.47% examples, 258744 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:41:59,988 : INFO : EPOCH 1 - PROGRESS: at 82.87% examples, 258753 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:00,993 : INFO : EPOCH 1 - PROGRESS: at 83.22% examples, 258770 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:02,025 : INFO : EPOCH 1 - PROGRESS: at 83.50% examples, 258740 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:03,034 : INFO : EPOCH 1 - PROGRESS: at 83.76% examples, 258756 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:04,061 : INFO : EPOCH 1 - PROGRESS: at 84.05% examples, 258757 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:05,092 : INFO : EPOCH 1 - PROGRESS: at 84.28% examples, 258788 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:06,107 : INFO : EPOCH 1 - PROGRESS: at 84.64% examples, 258776 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:07,154 : INFO : EPOCH 1 - PROGRESS: at 84.95% examples, 258774 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:08,167 : INFO : EPOCH 1 - PROGRESS: at 85.34% examples, 258768 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:09,177 : INFO : EPOCH 1 - PROGRESS: at 85.69% examples, 258790 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:10,195 : INFO : EPOCH 1 - PROGRESS: at 85.99% examples, 258774 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:11,212 : INFO : EPOCH 1 - PROGRESS: at 86.27% examples, 258774 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:12,241 : INFO : EPOCH 1 - PROGRESS: at 86.61% examples, 258752 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:13,275 : INFO : EPOCH 1 - PROGRESS: at 86.87% examples, 258740 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:14,288 : INFO : EPOCH 1 - PROGRESS: at 87.13% examples, 258745 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:15,296 : INFO : EPOCH 1 - PROGRESS: at 87.42% examples, 258734 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:16,307 : INFO : EPOCH 1 - PROGRESS: at 87.76% examples, 258740 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:17,307 : INFO : EPOCH 1 - PROGRESS: at 88.11% examples, 258738 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:18,325 : INFO : EPOCH 1 - PROGRESS: at 88.39% examples, 258739 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:19,327 : INFO : EPOCH 1 - PROGRESS: at 88.74% examples, 258743 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:20,327 : INFO : EPOCH 1 - PROGRESS: at 89.04% examples, 258723 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:21,336 : INFO : EPOCH 1 - PROGRESS: at 89.40% examples, 258749 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:22,340 : INFO : EPOCH 1 - PROGRESS: at 89.65% examples, 258750 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:23,366 : INFO : EPOCH 1 - PROGRESS: at 89.96% examples, 258728 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:24,370 : INFO : EPOCH 1 - PROGRESS: at 90.31% examples, 258727 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:25,387 : INFO : EPOCH 1 - PROGRESS: at 90.58% examples, 258732 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:26,409 : INFO : EPOCH 1 - PROGRESS: at 90.89% examples, 258716 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:27,427 : INFO : EPOCH 1 - PROGRESS: at 91.24% examples, 258725 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:28,440 : INFO : EPOCH 1 - PROGRESS: at 91.42% examples, 258728 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:29,471 : INFO : EPOCH 1 - PROGRESS: at 91.63% examples, 258744 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:30,495 : INFO : EPOCH 1 - PROGRESS: at 92.03% examples, 258723 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:31,513 : INFO : EPOCH 1 - PROGRESS: at 92.35% examples, 258739 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:32,520 : INFO : EPOCH 1 - PROGRESS: at 92.63% examples, 258734 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:33,553 : INFO : EPOCH 1 - PROGRESS: at 92.87% examples, 258714 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:34,606 : INFO : EPOCH 1 - PROGRESS: at 93.18% examples, 258724 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:35,633 : INFO : EPOCH 1 - PROGRESS: at 93.49% examples, 258733 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:36,647 : INFO : EPOCH 1 - PROGRESS: at 93.81% examples, 258727 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:37,709 : INFO : EPOCH 1 - PROGRESS: at 94.14% examples, 258711 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:38,750 : INFO : EPOCH 1 - PROGRESS: at 94.50% examples, 258724 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:39,757 : INFO : EPOCH 1 - PROGRESS: at 94.78% examples, 258716 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:40,811 : INFO : EPOCH 1 - PROGRESS: at 95.04% examples, 258707 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:41,812 : INFO : EPOCH 1 - PROGRESS: at 95.25% examples, 258729 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:42,826 : INFO : EPOCH 1 - PROGRESS: at 95.57% examples, 258738 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:43,845 : INFO : EPOCH 1 - PROGRESS: at 95.86% examples, 258729 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:44,870 : INFO : EPOCH 1 - PROGRESS: at 96.24% examples, 258736 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:45,877 : INFO : EPOCH 1 - PROGRESS: at 96.47% examples, 258744 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:46,893 : INFO : EPOCH 1 - PROGRESS: at 96.69% examples, 258755 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:47,943 : INFO : EPOCH 1 - PROGRESS: at 97.03% examples, 258729 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:49,008 : INFO : EPOCH 1 - PROGRESS: at 97.28% examples, 258741 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:50,031 : INFO : EPOCH 1 - PROGRESS: at 97.53% examples, 258775 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:51,035 : INFO : EPOCH 1 - PROGRESS: at 97.64% examples, 258769 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:52,073 : INFO : EPOCH 1 - PROGRESS: at 97.79% examples, 258787 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:53,102 : INFO : EPOCH 1 - PROGRESS: at 98.07% examples, 258795 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:54,116 : INFO : EPOCH 1 - PROGRESS: at 98.43% examples, 258792 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:55,126 : INFO : EPOCH 1 - PROGRESS: at 98.80% examples, 258796 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:56,143 : INFO : EPOCH 1 - PROGRESS: at 99.11% examples, 258773 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:57,190 : INFO : EPOCH 1 - PROGRESS: at 99.48% examples, 258774 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:58,226 : INFO : EPOCH 1 - PROGRESS: at 99.85% examples, 258767 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:42:58,543 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 09:42:58,554 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 09:42:58,561 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 09:42:58,574 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 09:42:58,575 : INFO : EPOCH - 1 : training on 120798425 raw words (86545696 effective words) took 334.4s, 258800 effective words/s
2020-08-16 09:42:59,641 : INFO : EPOCH 2 - PROGRESS: at 0.25% examples, 237521 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:00,644 : INFO : EPOCH 2 - PROGRESS: at 0.44% examples, 252165 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:01,657 : INFO : EPOCH 2 - PROGRESS: at 0.66% examples, 255526 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:02,679 : INFO : EPOCH 2 - PROGRESS: at 0.87% examples, 254694 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:03,695 : INFO : EPOCH 2 - PROGRESS: at 1.26% examples, 256406 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:04,708 : INFO : EPOCH 2 - PROGRESS: at 1.52% examples, 256412 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:05,770 : INFO : EPOCH 2 - PROGRESS: at 1.87% examples, 256563 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:06,803 : INFO : EPOCH 2 - PROGRESS: at 2.20% examples, 256882 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:07,840 : INFO : EPOCH 2 - PROGRESS: at 2.47% examples, 256923 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:08,872 : INFO : EPOCH 2 - PROGRESS: at 2.74% examples, 257224 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:09,877 : INFO : EPOCH 2 - PROGRESS: at 3.07% examples, 257207 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:10,939 : INFO : EPOCH 2 - PROGRESS: at 3.38% examples, 256983 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:11,952 : INFO : EPOCH 2 - PROGRESS: at 3.73% examples, 257204 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:12,985 : INFO : EPOCH 2 - PROGRESS: at 4.14% examples, 257225 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:14,005 : INFO : EPOCH 2 - PROGRESS: at 4.54% examples, 257262 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:15,012 : INFO : EPOCH 2 - PROGRESS: at 4.93% examples, 257453 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:16,026 : INFO : EPOCH 2 - PROGRESS: at 5.16% examples, 257169 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:17,028 : INFO : EPOCH 2 - PROGRESS: at 5.45% examples, 257837 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:18,059 : INFO : EPOCH 2 - PROGRESS: at 5.78% examples, 257176 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:19,062 : INFO : EPOCH 2 - PROGRESS: at 6.04% examples, 257883 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:20,077 : INFO : EPOCH 2 - PROGRESS: at 6.25% examples, 257610 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:21,082 : INFO : EPOCH 2 - PROGRESS: at 6.52% examples, 258026 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:22,116 : INFO : EPOCH 2 - PROGRESS: at 6.81% examples, 257939 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:23,159 : INFO : EPOCH 2 - PROGRESS: at 7.16% examples, 257833 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:24,196 : INFO : EPOCH 2 - PROGRESS: at 7.49% examples, 257971 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:25,214 : INFO : EPOCH 2 - PROGRESS: at 7.82% examples, 258068 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:26,234 : INFO : EPOCH 2 - PROGRESS: at 8.09% examples, 258298 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:27,254 : INFO : EPOCH 2 - PROGRESS: at 8.30% examples, 258085 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:28,326 : INFO : EPOCH 2 - PROGRESS: at 8.56% examples, 258087 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:29,380 : INFO : EPOCH 2 - PROGRESS: at 8.82% examples, 258240 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:30,419 : INFO : EPOCH 2 - PROGRESS: at 9.15% examples, 258508 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:31,429 : INFO : EPOCH 2 - PROGRESS: at 9.50% examples, 258558 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:32,471 : INFO : EPOCH 2 - PROGRESS: at 9.76% examples, 258277 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:33,518 : INFO : EPOCH 2 - PROGRESS: at 10.02% examples, 258529 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:34,552 : INFO : EPOCH 2 - PROGRESS: at 10.24% examples, 258375 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:35,580 : INFO : EPOCH 2 - PROGRESS: at 10.47% examples, 258665 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:36,589 : INFO : EPOCH 2 - PROGRESS: at 10.68% examples, 258845 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:37,619 : INFO : EPOCH 2 - PROGRESS: at 10.91% examples, 258573 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:38,638 : INFO : EPOCH 2 - PROGRESS: at 11.10% examples, 258594 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:39,640 : INFO : EPOCH 2 - PROGRESS: at 11.34% examples, 258570 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:40,640 : INFO : EPOCH 2 - PROGRESS: at 11.55% examples, 258596 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:41,672 : INFO : EPOCH 2 - PROGRESS: at 11.75% examples, 258240 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:42,674 : INFO : EPOCH 2 - PROGRESS: at 11.94% examples, 257927 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:43,685 : INFO : EPOCH 2 - PROGRESS: at 12.12% examples, 256985 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:44,692 : INFO : EPOCH 2 - PROGRESS: at 12.35% examples, 256347 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:45,698 : INFO : EPOCH 2 - PROGRESS: at 12.69% examples, 256312 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:46,706 : INFO : EPOCH 2 - PROGRESS: at 12.97% examples, 256298 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:47,720 : INFO : EPOCH 2 - PROGRESS: at 13.26% examples, 256424 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:48,745 : INFO : EPOCH 2 - PROGRESS: at 13.54% examples, 256205 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:49,750 : INFO : EPOCH 2 - PROGRESS: at 13.83% examples, 256425 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:50,760 : INFO : EPOCH 2 - PROGRESS: at 14.11% examples, 256293 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:51,807 : INFO : EPOCH 2 - PROGRESS: at 14.41% examples, 256273 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:52,845 : INFO : EPOCH 2 - PROGRESS: at 14.73% examples, 256425 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:53,863 : INFO : EPOCH 2 - PROGRESS: at 15.03% examples, 256481 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:54,869 : INFO : EPOCH 2 - PROGRESS: at 15.37% examples, 256484 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:55,886 : INFO : EPOCH 2 - PROGRESS: at 15.65% examples, 256597 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:56,900 : INFO : EPOCH 2 - PROGRESS: at 15.91% examples, 256661 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:57,902 : INFO : EPOCH 2 - PROGRESS: at 16.14% examples, 256648 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:58,908 : INFO : EPOCH 2 - PROGRESS: at 16.46% examples, 256826 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:43:59,914 : INFO : EPOCH 2 - PROGRESS: at 16.75% examples, 256791 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:00,966 : INFO : EPOCH 2 - PROGRESS: at 16.96% examples, 256850 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:01,974 : INFO : EPOCH 2 - PROGRESS: at 17.26% examples, 256985 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:03,006 : INFO : EPOCH 2 - PROGRESS: at 17.59% examples, 256885 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:04,010 : INFO : EPOCH 2 - PROGRESS: at 17.91% examples, 257063 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:05,010 : INFO : EPOCH 2 - PROGRESS: at 18.19% examples, 257003 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:06,064 : INFO : EPOCH 2 - PROGRESS: at 18.50% examples, 256968 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:07,116 : INFO : EPOCH 2 - PROGRESS: at 18.82% examples, 256985 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:08,130 : INFO : EPOCH 2 - PROGRESS: at 19.04% examples, 257213 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:09,143 : INFO : EPOCH 2 - PROGRESS: at 19.20% examples, 257717 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:10,156 : INFO : EPOCH 2 - PROGRESS: at 19.36% examples, 258129 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:11,164 : INFO : EPOCH 2 - PROGRESS: at 19.63% examples, 258069 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:12,231 : INFO : EPOCH 2 - PROGRESS: at 19.91% examples, 257931 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:13,246 : INFO : EPOCH 2 - PROGRESS: at 20.20% examples, 258039 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:14,250 : INFO : EPOCH 2 - PROGRESS: at 20.52% examples, 257969 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:15,268 : INFO : EPOCH 2 - PROGRESS: at 20.92% examples, 258018 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:16,276 : INFO : EPOCH 2 - PROGRESS: at 21.23% examples, 257927 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:17,316 : INFO : EPOCH 2 - PROGRESS: at 21.52% examples, 257944 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:18,329 : INFO : EPOCH 2 - PROGRESS: at 21.78% examples, 257968 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:19,389 : INFO : EPOCH 2 - PROGRESS: at 22.15% examples, 257873 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:20,405 : INFO : EPOCH 2 - PROGRESS: at 22.61% examples, 257982 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:21,434 : INFO : EPOCH 2 - PROGRESS: at 22.97% examples, 257889 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:22,482 : INFO : EPOCH 2 - PROGRESS: at 23.28% examples, 257846 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:23,512 : INFO : EPOCH 2 - PROGRESS: at 23.62% examples, 257823 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:24,554 : INFO : EPOCH 2 - PROGRESS: at 23.99% examples, 257835 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:25,558 : INFO : EPOCH 2 - PROGRESS: at 24.32% examples, 257833 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:26,589 : INFO : EPOCH 2 - PROGRESS: at 24.66% examples, 257820 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:27,615 : INFO : EPOCH 2 - PROGRESS: at 25.03% examples, 257829 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:28,681 : INFO : EPOCH 2 - PROGRESS: at 25.37% examples, 257734 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:29,744 : INFO : EPOCH 2 - PROGRESS: at 25.71% examples, 257726 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:30,796 : INFO : EPOCH 2 - PROGRESS: at 26.11% examples, 257786 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:31,803 : INFO : EPOCH 2 - PROGRESS: at 26.47% examples, 257770 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:32,806 : INFO : EPOCH 2 - PROGRESS: at 26.80% examples, 257757 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:33,827 : INFO : EPOCH 2 - PROGRESS: at 27.11% examples, 257843 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:34,871 : INFO : EPOCH 2 - PROGRESS: at 27.43% examples, 257748 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:35,877 : INFO : EPOCH 2 - PROGRESS: at 27.70% examples, 257871 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:36,920 : INFO : EPOCH 2 - PROGRESS: at 28.05% examples, 257739 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:37,921 : INFO : EPOCH 2 - PROGRESS: at 28.35% examples, 257866 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:38,953 : INFO : EPOCH 2 - PROGRESS: at 28.67% examples, 257779 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:39,972 : INFO : EPOCH 2 - PROGRESS: at 29.03% examples, 257778 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:40,978 : INFO : EPOCH 2 - PROGRESS: at 29.41% examples, 257805 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:42,002 : INFO : EPOCH 2 - PROGRESS: at 29.73% examples, 257769 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:43,031 : INFO : EPOCH 2 - PROGRESS: at 30.06% examples, 257773 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:44,072 : INFO : EPOCH 2 - PROGRESS: at 30.46% examples, 257716 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:45,073 : INFO : EPOCH 2 - PROGRESS: at 30.84% examples, 257901 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:46,123 : INFO : EPOCH 2 - PROGRESS: at 31.27% examples, 257967 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:47,191 : INFO : EPOCH 2 - PROGRESS: at 31.57% examples, 257933 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:48,208 : INFO : EPOCH 2 - PROGRESS: at 31.94% examples, 257909 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:49,223 : INFO : EPOCH 2 - PROGRESS: at 32.24% examples, 257958 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:50,230 : INFO : EPOCH 2 - PROGRESS: at 32.58% examples, 257959 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:51,265 : INFO : EPOCH 2 - PROGRESS: at 32.93% examples, 257887 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:52,303 : INFO : EPOCH 2 - PROGRESS: at 33.23% examples, 257927 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:53,327 : INFO : EPOCH 2 - PROGRESS: at 33.65% examples, 257872 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:54,392 : INFO : EPOCH 2 - PROGRESS: at 34.04% examples, 257830 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:55,404 : INFO : EPOCH 2 - PROGRESS: at 34.36% examples, 257839 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:56,413 : INFO : EPOCH 2 - PROGRESS: at 34.71% examples, 257851 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:57,434 : INFO : EPOCH 2 - PROGRESS: at 35.09% examples, 257942 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:58,469 : INFO : EPOCH 2 - PROGRESS: at 35.49% examples, 258025 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:44:59,483 : INFO : EPOCH 2 - PROGRESS: at 35.80% examples, 258056 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:00,484 : INFO : EPOCH 2 - PROGRESS: at 36.12% examples, 258039 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:01,497 : INFO : EPOCH 2 - PROGRESS: at 36.49% examples, 258064 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:02,551 : INFO : EPOCH 2 - PROGRESS: at 36.89% examples, 257952 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:03,553 : INFO : EPOCH 2 - PROGRESS: at 37.28% examples, 257987 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:04,556 : INFO : EPOCH 2 - PROGRESS: at 37.63% examples, 257975 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:05,568 : INFO : EPOCH 2 - PROGRESS: at 37.98% examples, 257949 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:06,605 : INFO : EPOCH 2 - PROGRESS: at 38.40% examples, 257979 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:07,620 : INFO : EPOCH 2 - PROGRESS: at 38.79% examples, 257933 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:08,625 : INFO : EPOCH 2 - PROGRESS: at 39.17% examples, 257971 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:09,695 : INFO : EPOCH 2 - PROGRESS: at 39.53% examples, 257886 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:10,710 : INFO : EPOCH 2 - PROGRESS: at 39.89% examples, 257891 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:11,722 : INFO : EPOCH 2 - PROGRESS: at 40.21% examples, 257894 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:12,798 : INFO : EPOCH 2 - PROGRESS: at 40.61% examples, 257870 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:13,801 : INFO : EPOCH 2 - PROGRESS: at 40.97% examples, 257861 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:14,869 : INFO : EPOCH 2 - PROGRESS: at 41.39% examples, 257832 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:15,958 : INFO : EPOCH 2 - PROGRESS: at 41.78% examples, 257800 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:16,962 : INFO : EPOCH 2 - PROGRESS: at 42.14% examples, 257851 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:18,012 : INFO : EPOCH 2 - PROGRESS: at 42.53% examples, 257802 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:19,081 : INFO : EPOCH 2 - PROGRESS: at 42.86% examples, 257790 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:20,086 : INFO : EPOCH 2 - PROGRESS: at 43.17% examples, 257838 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:21,103 : INFO : EPOCH 2 - PROGRESS: at 43.44% examples, 257779 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:22,167 : INFO : EPOCH 2 - PROGRESS: at 43.77% examples, 257782 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:23,240 : INFO : EPOCH 2 - PROGRESS: at 44.08% examples, 257802 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:24,284 : INFO : EPOCH 2 - PROGRESS: at 44.42% examples, 257848 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:25,292 : INFO : EPOCH 2 - PROGRESS: at 44.76% examples, 257818 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:26,292 : INFO : EPOCH 2 - PROGRESS: at 45.01% examples, 257851 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:27,307 : INFO : EPOCH 2 - PROGRESS: at 45.28% examples, 257913 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:28,320 : INFO : EPOCH 2 - PROGRESS: at 45.63% examples, 257938 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:29,324 : INFO : EPOCH 2 - PROGRESS: at 45.95% examples, 257956 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:30,336 : INFO : EPOCH 2 - PROGRESS: at 46.22% examples, 257918 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:31,352 : INFO : EPOCH 2 - PROGRESS: at 46.49% examples, 257957 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:32,356 : INFO : EPOCH 2 - PROGRESS: at 46.88% examples, 257963 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:33,399 : INFO : EPOCH 2 - PROGRESS: at 47.19% examples, 257928 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:34,418 : INFO : EPOCH 2 - PROGRESS: at 47.57% examples, 257960 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:35,453 : INFO : EPOCH 2 - PROGRESS: at 47.90% examples, 257942 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:36,494 : INFO : EPOCH 2 - PROGRESS: at 48.31% examples, 257986 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:37,499 : INFO : EPOCH 2 - PROGRESS: at 48.67% examples, 257987 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:38,543 : INFO : EPOCH 2 - PROGRESS: at 49.00% examples, 257990 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:39,546 : INFO : EPOCH 2 - PROGRESS: at 49.29% examples, 258027 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:40,603 : INFO : EPOCH 2 - PROGRESS: at 49.61% examples, 257974 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:41,621 : INFO : EPOCH 2 - PROGRESS: at 49.95% examples, 258026 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:42,663 : INFO : EPOCH 2 - PROGRESS: at 50.23% examples, 257986 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:43,664 : INFO : EPOCH 2 - PROGRESS: at 50.49% examples, 258012 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:44,695 : INFO : EPOCH 2 - PROGRESS: at 50.70% examples, 258010 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:45,712 : INFO : EPOCH 2 - PROGRESS: at 50.98% examples, 258039 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:46,740 : INFO : EPOCH 2 - PROGRESS: at 51.32% examples, 258010 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:47,762 : INFO : EPOCH 2 - PROGRESS: at 51.65% examples, 258035 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:48,776 : INFO : EPOCH 2 - PROGRESS: at 51.97% examples, 258053 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:49,806 : INFO : EPOCH 2 - PROGRESS: at 52.33% examples, 258049 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:50,846 : INFO : EPOCH 2 - PROGRESS: at 52.55% examples, 258026 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:51,852 : INFO : EPOCH 2 - PROGRESS: at 52.93% examples, 258100 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:52,878 : INFO : EPOCH 2 - PROGRESS: at 53.28% examples, 258068 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:53,918 : INFO : EPOCH 2 - PROGRESS: at 53.62% examples, 258061 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:54,919 : INFO : EPOCH 2 - PROGRESS: at 53.83% examples, 258109 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:55,957 : INFO : EPOCH 2 - PROGRESS: at 54.18% examples, 258068 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:57,009 : INFO : EPOCH 2 - PROGRESS: at 54.45% examples, 258059 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:58,032 : INFO : EPOCH 2 - PROGRESS: at 54.77% examples, 258104 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:45:59,066 : INFO : EPOCH 2 - PROGRESS: at 55.04% examples, 258073 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:00,067 : INFO : EPOCH 2 - PROGRESS: at 55.28% examples, 258140 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:01,111 : INFO : EPOCH 2 - PROGRESS: at 55.63% examples, 258056 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:02,114 : INFO : EPOCH 2 - PROGRESS: at 56.05% examples, 258090 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:03,122 : INFO : EPOCH 2 - PROGRESS: at 56.39% examples, 258087 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:04,151 : INFO : EPOCH 2 - PROGRESS: at 56.66% examples, 258079 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:05,155 : INFO : EPOCH 2 - PROGRESS: at 56.96% examples, 258110 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:06,202 : INFO : EPOCH 2 - PROGRESS: at 57.24% examples, 258064 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:07,229 : INFO : EPOCH 2 - PROGRESS: at 57.43% examples, 258108 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:08,256 : INFO : EPOCH 2 - PROGRESS: at 57.72% examples, 258112 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:09,282 : INFO : EPOCH 2 - PROGRESS: at 58.01% examples, 258110 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:10,288 : INFO : EPOCH 2 - PROGRESS: at 58.27% examples, 258119 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:11,307 : INFO : EPOCH 2 - PROGRESS: at 58.52% examples, 258129 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:12,330 : INFO : EPOCH 2 - PROGRESS: at 58.72% examples, 258123 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:13,350 : INFO : EPOCH 2 - PROGRESS: at 59.03% examples, 258148 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:14,359 : INFO : EPOCH 2 - PROGRESS: at 59.34% examples, 258130 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:15,365 : INFO : EPOCH 2 - PROGRESS: at 59.64% examples, 258105 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:16,397 : INFO : EPOCH 2 - PROGRESS: at 60.03% examples, 258119 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:17,412 : INFO : EPOCH 2 - PROGRESS: at 60.35% examples, 258132 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:18,444 : INFO : EPOCH 2 - PROGRESS: at 60.59% examples, 258109 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:19,457 : INFO : EPOCH 2 - PROGRESS: at 60.90% examples, 258137 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:20,481 : INFO : EPOCH 2 - PROGRESS: at 61.20% examples, 258152 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:21,511 : INFO : EPOCH 2 - PROGRESS: at 61.53% examples, 258143 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:22,531 : INFO : EPOCH 2 - PROGRESS: at 61.84% examples, 258136 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:23,534 : INFO : EPOCH 2 - PROGRESS: at 62.17% examples, 258143 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:24,561 : INFO : EPOCH 2 - PROGRESS: at 62.51% examples, 258157 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:25,566 : INFO : EPOCH 2 - PROGRESS: at 62.78% examples, 258200 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:26,585 : INFO : EPOCH 2 - PROGRESS: at 63.15% examples, 258164 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:27,616 : INFO : EPOCH 2 - PROGRESS: at 63.47% examples, 258175 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:28,621 : INFO : EPOCH 2 - PROGRESS: at 63.75% examples, 258154 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:29,622 : INFO : EPOCH 2 - PROGRESS: at 63.98% examples, 258148 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:30,691 : INFO : EPOCH 2 - PROGRESS: at 64.26% examples, 258145 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:31,702 : INFO : EPOCH 2 - PROGRESS: at 64.61% examples, 258130 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:32,703 : INFO : EPOCH 2 - PROGRESS: at 64.93% examples, 258135 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:33,734 : INFO : EPOCH 2 - PROGRESS: at 65.06% examples, 258156 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:34,762 : INFO : EPOCH 2 - PROGRESS: at 65.31% examples, 258146 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:35,769 : INFO : EPOCH 2 - PROGRESS: at 65.64% examples, 258181 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:36,805 : INFO : EPOCH 2 - PROGRESS: at 65.95% examples, 258132 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:37,834 : INFO : EPOCH 2 - PROGRESS: at 66.31% examples, 258154 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:38,878 : INFO : EPOCH 2 - PROGRESS: at 66.63% examples, 258151 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:39,899 : INFO : EPOCH 2 - PROGRESS: at 66.94% examples, 258143 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:40,915 : INFO : EPOCH 2 - PROGRESS: at 67.26% examples, 258162 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:41,919 : INFO : EPOCH 2 - PROGRESS: at 67.64% examples, 258161 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:42,935 : INFO : EPOCH 2 - PROGRESS: at 67.98% examples, 258154 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:43,967 : INFO : EPOCH 2 - PROGRESS: at 68.33% examples, 258129 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:44,983 : INFO : EPOCH 2 - PROGRESS: at 68.61% examples, 258158 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:45,989 : INFO : EPOCH 2 - PROGRESS: at 68.91% examples, 258162 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:47,029 : INFO : EPOCH 2 - PROGRESS: at 69.18% examples, 258140 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:48,033 : INFO : EPOCH 2 - PROGRESS: at 69.52% examples, 258154 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:49,080 : INFO : EPOCH 2 - PROGRESS: at 69.81% examples, 258168 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:50,114 : INFO : EPOCH 2 - PROGRESS: at 70.04% examples, 258191 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:51,122 : INFO : EPOCH 2 - PROGRESS: at 70.32% examples, 258178 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:52,133 : INFO : EPOCH 2 - PROGRESS: at 70.64% examples, 258203 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:53,167 : INFO : EPOCH 2 - PROGRESS: at 70.93% examples, 258165 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:54,183 : INFO : EPOCH 2 - PROGRESS: at 71.20% examples, 258172 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:55,187 : INFO : EPOCH 2 - PROGRESS: at 71.46% examples, 258198 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:56,188 : INFO : EPOCH 2 - PROGRESS: at 71.76% examples, 258220 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:57,235 : INFO : EPOCH 2 - PROGRESS: at 72.15% examples, 258189 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:58,237 : INFO : EPOCH 2 - PROGRESS: at 72.42% examples, 258177 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:46:59,266 : INFO : EPOCH 2 - PROGRESS: at 72.63% examples, 258172 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:00,316 : INFO : EPOCH 2 - PROGRESS: at 72.88% examples, 258164 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:01,320 : INFO : EPOCH 2 - PROGRESS: at 73.12% examples, 258146 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:02,331 : INFO : EPOCH 2 - PROGRESS: at 73.47% examples, 258089 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:03,384 : INFO : EPOCH 2 - PROGRESS: at 73.73% examples, 257883 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:04,412 : INFO : EPOCH 2 - PROGRESS: at 73.99% examples, 257715 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:05,447 : INFO : EPOCH 2 - PROGRESS: at 74.26% examples, 257685 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:06,462 : INFO : EPOCH 2 - PROGRESS: at 74.52% examples, 257722 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:07,507 : INFO : EPOCH 2 - PROGRESS: at 74.78% examples, 257692 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:08,545 : INFO : EPOCH 2 - PROGRESS: at 75.11% examples, 257690 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:09,551 : INFO : EPOCH 2 - PROGRESS: at 75.40% examples, 257718 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:10,554 : INFO : EPOCH 2 - PROGRESS: at 75.67% examples, 257726 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:11,582 : INFO : EPOCH 2 - PROGRESS: at 75.94% examples, 257717 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:12,605 : INFO : EPOCH 2 - PROGRESS: at 76.28% examples, 257725 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:13,628 : INFO : EPOCH 2 - PROGRESS: at 76.66% examples, 257733 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:14,657 : INFO : EPOCH 2 - PROGRESS: at 77.02% examples, 257712 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:15,671 : INFO : EPOCH 2 - PROGRESS: at 77.29% examples, 257745 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:16,682 : INFO : EPOCH 2 - PROGRESS: at 77.64% examples, 257765 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:17,733 : INFO : EPOCH 2 - PROGRESS: at 77.97% examples, 257731 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:18,740 : INFO : EPOCH 2 - PROGRESS: at 78.25% examples, 257748 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:19,761 : INFO : EPOCH 2 - PROGRESS: at 78.57% examples, 257751 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:20,766 : INFO : EPOCH 2 - PROGRESS: at 78.91% examples, 257761 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:21,818 : INFO : EPOCH 2 - PROGRESS: at 79.24% examples, 257727 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:22,824 : INFO : EPOCH 2 - PROGRESS: at 79.39% examples, 257770 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:23,829 : INFO : EPOCH 2 - PROGRESS: at 79.44% examples, 257805 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:24,848 : INFO : EPOCH 2 - PROGRESS: at 79.57% examples, 257835 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:25,881 : INFO : EPOCH 2 - PROGRESS: at 79.89% examples, 257846 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:26,888 : INFO : EPOCH 2 - PROGRESS: at 80.20% examples, 257848 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:27,902 : INFO : EPOCH 2 - PROGRESS: at 80.57% examples, 257880 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:28,940 : INFO : EPOCH 2 - PROGRESS: at 80.86% examples, 257862 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:29,958 : INFO : EPOCH 2 - PROGRESS: at 81.20% examples, 257848 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:30,995 : INFO : EPOCH 2 - PROGRESS: at 81.49% examples, 257859 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:32,020 : INFO : EPOCH 2 - PROGRESS: at 81.80% examples, 257864 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:33,059 : INFO : EPOCH 2 - PROGRESS: at 82.05% examples, 257872 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:34,086 : INFO : EPOCH 2 - PROGRESS: at 82.41% examples, 257890 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:35,104 : INFO : EPOCH 2 - PROGRESS: at 82.77% examples, 257880 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:36,134 : INFO : EPOCH 2 - PROGRESS: at 83.14% examples, 257873 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:37,146 : INFO : EPOCH 2 - PROGRESS: at 83.46% examples, 257877 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:38,179 : INFO : EPOCH 2 - PROGRESS: at 83.70% examples, 257871 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:39,204 : INFO : EPOCH 2 - PROGRESS: at 84.03% examples, 257890 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:40,223 : INFO : EPOCH 2 - PROGRESS: at 84.22% examples, 257910 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:41,228 : INFO : EPOCH 2 - PROGRESS: at 84.54% examples, 257890 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:42,229 : INFO : EPOCH 2 - PROGRESS: at 84.86% examples, 257894 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:43,274 : INFO : EPOCH 2 - PROGRESS: at 85.27% examples, 257886 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:44,277 : INFO : EPOCH 2 - PROGRESS: at 85.59% examples, 257888 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:45,299 : INFO : EPOCH 2 - PROGRESS: at 85.89% examples, 257894 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:46,305 : INFO : EPOCH 2 - PROGRESS: at 86.19% examples, 257905 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:47,346 : INFO : EPOCH 2 - PROGRESS: at 86.51% examples, 257869 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:48,349 : INFO : EPOCH 2 - PROGRESS: at 86.81% examples, 257915 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:49,364 : INFO : EPOCH 2 - PROGRESS: at 87.07% examples, 257900 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:50,365 : INFO : EPOCH 2 - PROGRESS: at 87.34% examples, 257893 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:51,384 : INFO : EPOCH 2 - PROGRESS: at 87.69% examples, 257885 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:52,421 : INFO : EPOCH 2 - PROGRESS: at 88.01% examples, 257866 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:53,436 : INFO : EPOCH 2 - PROGRESS: at 88.31% examples, 257868 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:54,442 : INFO : EPOCH 2 - PROGRESS: at 88.64% examples, 257876 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:55,478 : INFO : EPOCH 2 - PROGRESS: at 88.99% examples, 257865 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:56,482 : INFO : EPOCH 2 - PROGRESS: at 89.31% examples, 257880 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:57,488 : INFO : EPOCH 2 - PROGRESS: at 89.58% examples, 257884 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:58,547 : INFO : EPOCH 2 - PROGRESS: at 89.88% examples, 257857 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:47:59,548 : INFO : EPOCH 2 - PROGRESS: at 90.24% examples, 257885 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:00,594 : INFO : EPOCH 2 - PROGRESS: at 90.51% examples, 257863 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:01,601 : INFO : EPOCH 2 - PROGRESS: at 90.83% examples, 257870 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:02,611 : INFO : EPOCH 2 - PROGRESS: at 91.18% examples, 257886 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:03,620 : INFO : EPOCH 2 - PROGRESS: at 91.41% examples, 257853 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:04,682 : INFO : EPOCH 2 - PROGRESS: at 91.54% examples, 257873 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:05,697 : INFO : EPOCH 2 - PROGRESS: at 91.97% examples, 257902 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:06,727 : INFO : EPOCH 2 - PROGRESS: at 92.31% examples, 257870 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:07,737 : INFO : EPOCH 2 - PROGRESS: at 92.60% examples, 257878 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:08,784 : INFO : EPOCH 2 - PROGRESS: at 92.84% examples, 257870 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:09,793 : INFO : EPOCH 2 - PROGRESS: at 93.14% examples, 257881 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:10,823 : INFO : EPOCH 2 - PROGRESS: at 93.42% examples, 257891 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:11,845 : INFO : EPOCH 2 - PROGRESS: at 93.74% examples, 257880 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:12,881 : INFO : EPOCH 2 - PROGRESS: at 94.09% examples, 257888 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:13,903 : INFO : EPOCH 2 - PROGRESS: at 94.39% examples, 257879 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:14,910 : INFO : EPOCH 2 - PROGRESS: at 94.73% examples, 257886 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:15,927 : INFO : EPOCH 2 - PROGRESS: at 95.00% examples, 257886 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:16,939 : INFO : EPOCH 2 - PROGRESS: at 95.20% examples, 257912 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:17,963 : INFO : EPOCH 2 - PROGRESS: at 95.46% examples, 257896 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:18,986 : INFO : EPOCH 2 - PROGRESS: at 95.79% examples, 257899 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:19,992 : INFO : EPOCH 2 - PROGRESS: at 96.11% examples, 257905 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:21,040 : INFO : EPOCH 2 - PROGRESS: at 96.44% examples, 257885 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:22,061 : INFO : EPOCH 2 - PROGRESS: at 96.63% examples, 257923 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:23,081 : INFO : EPOCH 2 - PROGRESS: at 96.96% examples, 257922 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:24,102 : INFO : EPOCH 2 - PROGRESS: at 97.20% examples, 257934 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:25,126 : INFO : EPOCH 2 - PROGRESS: at 97.45% examples, 257963 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:26,144 : INFO : EPOCH 2 - PROGRESS: at 97.62% examples, 257944 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:27,166 : INFO : EPOCH 2 - PROGRESS: at 97.69% examples, 257980 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:28,216 : INFO : EPOCH 2 - PROGRESS: at 97.94% examples, 257972 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:29,218 : INFO : EPOCH 2 - PROGRESS: at 98.30% examples, 257984 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:30,236 : INFO : EPOCH 2 - PROGRESS: at 98.69% examples, 257980 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:31,249 : INFO : EPOCH 2 - PROGRESS: at 99.01% examples, 257970 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:32,292 : INFO : EPOCH 2 - PROGRESS: at 99.38% examples, 257969 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:33,333 : INFO : EPOCH 2 - PROGRESS: at 99.74% examples, 257955 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:33,985 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 09:48:33,992 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 09:48:33,995 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 09:48:34,005 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 09:48:34,006 : INFO : EPOCH - 2 : training on 120798425 raw words (86538478 effective words) took 335.4s, 257996 effective words/s
2020-08-16 09:48:35,069 : INFO : EPOCH 3 - PROGRESS: at 0.25% examples, 237676 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:36,074 : INFO : EPOCH 3 - PROGRESS: at 0.44% examples, 251827 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:37,082 : INFO : EPOCH 3 - PROGRESS: at 0.66% examples, 255650 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:38,112 : INFO : EPOCH 3 - PROGRESS: at 0.87% examples, 254333 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:39,124 : INFO : EPOCH 3 - PROGRESS: at 1.26% examples, 256340 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:40,154 : INFO : EPOCH 3 - PROGRESS: at 1.52% examples, 255682 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:41,215 : INFO : EPOCH 3 - PROGRESS: at 1.87% examples, 255948 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:42,242 : INFO : EPOCH 3 - PROGRESS: at 2.20% examples, 256560 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:43,286 : INFO : EPOCH 3 - PROGRESS: at 2.47% examples, 256396 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:44,295 : INFO : EPOCH 3 - PROGRESS: at 2.74% examples, 257287 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:45,315 : INFO : EPOCH 3 - PROGRESS: at 3.06% examples, 256283 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:46,381 : INFO : EPOCH 3 - PROGRESS: at 3.38% examples, 256641 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:47,394 : INFO : EPOCH 3 - PROGRESS: at 3.73% examples, 256899 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:48,397 : INFO : EPOCH 3 - PROGRESS: at 4.13% examples, 257015 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:49,414 : INFO : EPOCH 3 - PROGRESS: at 4.52% examples, 256675 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:50,425 : INFO : EPOCH 3 - PROGRESS: at 4.91% examples, 256861 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:51,487 : INFO : EPOCH 3 - PROGRESS: at 5.16% examples, 256681 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:52,554 : INFO : EPOCH 3 - PROGRESS: at 5.46% examples, 256854 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:53,623 : INFO : EPOCH 3 - PROGRESS: at 5.81% examples, 256678 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:54,643 : INFO : EPOCH 3 - PROGRESS: at 6.07% examples, 257518 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:55,645 : INFO : EPOCH 3 - PROGRESS: at 6.29% examples, 257178 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:56,663 : INFO : EPOCH 3 - PROGRESS: at 6.56% examples, 257499 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:57,694 : INFO : EPOCH 3 - PROGRESS: at 6.84% examples, 257461 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:58,721 : INFO : EPOCH 3 - PROGRESS: at 7.18% examples, 257544 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:48:59,735 : INFO : EPOCH 3 - PROGRESS: at 7.51% examples, 257383 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:00,763 : INFO : EPOCH 3 - PROGRESS: at 7.84% examples, 257413 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:01,783 : INFO : EPOCH 3 - PROGRESS: at 8.11% examples, 257645 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:02,845 : INFO : EPOCH 3 - PROGRESS: at 8.32% examples, 257543 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:03,912 : INFO : EPOCH 3 - PROGRESS: at 8.59% examples, 257621 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:04,974 : INFO : EPOCH 3 - PROGRESS: at 8.83% examples, 257771 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:06,033 : INFO : EPOCH 3 - PROGRESS: at 9.20% examples, 257873 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:07,048 : INFO : EPOCH 3 - PROGRESS: at 9.54% examples, 258059 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:08,062 : INFO : EPOCH 3 - PROGRESS: at 9.78% examples, 257813 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:09,063 : INFO : EPOCH 3 - PROGRESS: at 10.03% examples, 257831 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:10,073 : INFO : EPOCH 3 - PROGRESS: at 10.25% examples, 258064 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:11,073 : INFO : EPOCH 3 - PROGRESS: at 10.47% examples, 258163 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:12,082 : INFO : EPOCH 3 - PROGRESS: at 10.68% examples, 258349 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:13,106 : INFO : EPOCH 3 - PROGRESS: at 10.91% examples, 258121 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:14,109 : INFO : EPOCH 3 - PROGRESS: at 11.12% examples, 258607 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:15,128 : INFO : EPOCH 3 - PROGRESS: at 11.35% examples, 258409 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:16,133 : INFO : EPOCH 3 - PROGRESS: at 11.56% examples, 258465 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:17,174 : INFO : EPOCH 3 - PROGRESS: at 11.78% examples, 258564 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:18,187 : INFO : EPOCH 3 - PROGRESS: at 11.99% examples, 258616 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:19,195 : INFO : EPOCH 3 - PROGRESS: at 12.23% examples, 258804 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:20,204 : INFO : EPOCH 3 - PROGRESS: at 12.50% examples, 258707 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:21,269 : INFO : EPOCH 3 - PROGRESS: at 12.86% examples, 258595 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:22,337 : INFO : EPOCH 3 - PROGRESS: at 13.14% examples, 258569 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:23,420 : INFO : EPOCH 3 - PROGRESS: at 13.46% examples, 258388 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:24,458 : INFO : EPOCH 3 - PROGRESS: at 13.74% examples, 258506 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:25,520 : INFO : EPOCH 3 - PROGRESS: at 14.07% examples, 258365 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:26,575 : INFO : EPOCH 3 - PROGRESS: at 14.36% examples, 258384 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:27,622 : INFO : EPOCH 3 - PROGRESS: at 14.68% examples, 258445 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:28,646 : INFO : EPOCH 3 - PROGRESS: at 14.96% examples, 258485 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:29,654 : INFO : EPOCH 3 - PROGRESS: at 15.29% examples, 258427 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:30,695 : INFO : EPOCH 3 - PROGRESS: at 15.60% examples, 258466 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:31,706 : INFO : EPOCH 3 - PROGRESS: at 15.87% examples, 258506 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:32,714 : INFO : EPOCH 3 - PROGRESS: at 16.10% examples, 258571 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:33,770 : INFO : EPOCH 3 - PROGRESS: at 16.39% examples, 258513 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:34,797 : INFO : EPOCH 3 - PROGRESS: at 16.71% examples, 258483 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:35,802 : INFO : EPOCH 3 - PROGRESS: at 16.93% examples, 258617 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:36,812 : INFO : EPOCH 3 - PROGRESS: at 17.24% examples, 258566 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:37,818 : INFO : EPOCH 3 - PROGRESS: at 17.52% examples, 258478 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:38,873 : INFO : EPOCH 3 - PROGRESS: at 17.85% examples, 258512 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:39,885 : INFO : EPOCH 3 - PROGRESS: at 18.15% examples, 258502 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:40,922 : INFO : EPOCH 3 - PROGRESS: at 18.44% examples, 258472 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:41,933 : INFO : EPOCH 3 - PROGRESS: at 18.74% examples, 258469 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:42,939 : INFO : EPOCH 3 - PROGRESS: at 19.01% examples, 258596 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:43,957 : INFO : EPOCH 3 - PROGRESS: at 19.16% examples, 259002 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:44,982 : INFO : EPOCH 3 - PROGRESS: at 19.31% examples, 259444 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:45,992 : INFO : EPOCH 3 - PROGRESS: at 19.58% examples, 259416 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:47,061 : INFO : EPOCH 3 - PROGRESS: at 19.86% examples, 259255 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:48,115 : INFO : EPOCH 3 - PROGRESS: at 20.17% examples, 259270 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:49,120 : INFO : EPOCH 3 - PROGRESS: at 20.46% examples, 259298 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:50,156 : INFO : EPOCH 3 - PROGRESS: at 20.86% examples, 259261 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:51,178 : INFO : EPOCH 3 - PROGRESS: at 21.20% examples, 259189 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:52,191 : INFO : EPOCH 3 - PROGRESS: at 21.48% examples, 259132 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:53,233 : INFO : EPOCH 3 - PROGRESS: at 21.74% examples, 259107 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:54,247 : INFO : EPOCH 3 - PROGRESS: at 22.09% examples, 259151 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:55,252 : INFO : EPOCH 3 - PROGRESS: at 22.52% examples, 259124 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:56,258 : INFO : EPOCH 3 - PROGRESS: at 22.89% examples, 259083 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:57,286 : INFO : EPOCH 3 - PROGRESS: at 23.22% examples, 259076 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:58,308 : INFO : EPOCH 3 - PROGRESS: at 23.54% examples, 258989 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:49:59,326 : INFO : EPOCH 3 - PROGRESS: at 23.91% examples, 259015 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:00,357 : INFO : EPOCH 3 - PROGRESS: at 24.24% examples, 258955 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:01,358 : INFO : EPOCH 3 - PROGRESS: at 24.56% examples, 258969 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:02,396 : INFO : EPOCH 3 - PROGRESS: at 24.94% examples, 258888 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:03,397 : INFO : EPOCH 3 - PROGRESS: at 25.26% examples, 258831 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:04,420 : INFO : EPOCH 3 - PROGRESS: at 25.63% examples, 258904 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:05,427 : INFO : EPOCH 3 - PROGRESS: at 25.94% examples, 258809 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:06,434 : INFO : EPOCH 3 - PROGRESS: at 26.34% examples, 258839 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:07,444 : INFO : EPOCH 3 - PROGRESS: at 26.65% examples, 258822 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:08,454 : INFO : EPOCH 3 - PROGRESS: at 27.03% examples, 258830 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:09,496 : INFO : EPOCH 3 - PROGRESS: at 27.27% examples, 258748 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:10,514 : INFO : EPOCH 3 - PROGRESS: at 27.57% examples, 258829 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:11,558 : INFO : EPOCH 3 - PROGRESS: at 27.92% examples, 258693 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:12,633 : INFO : EPOCH 3 - PROGRESS: at 28.22% examples, 258656 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:13,705 : INFO : EPOCH 3 - PROGRESS: at 28.56% examples, 258684 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:14,713 : INFO : EPOCH 3 - PROGRESS: at 28.92% examples, 258689 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:15,718 : INFO : EPOCH 3 - PROGRESS: at 29.27% examples, 258650 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:16,748 : INFO : EPOCH 3 - PROGRESS: at 29.63% examples, 258650 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:17,785 : INFO : EPOCH 3 - PROGRESS: at 29.96% examples, 258567 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:18,801 : INFO : EPOCH 3 - PROGRESS: at 30.29% examples, 258451 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:19,827 : INFO : EPOCH 3 - PROGRESS: at 30.65% examples, 258443 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:20,845 : INFO : EPOCH 3 - PROGRESS: at 31.06% examples, 258532 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:21,854 : INFO : EPOCH 3 - PROGRESS: at 31.43% examples, 258413 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:22,901 : INFO : EPOCH 3 - PROGRESS: at 31.67% examples, 258102 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:23,906 : INFO : EPOCH 3 - PROGRESS: at 31.97% examples, 257697 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:24,915 : INFO : EPOCH 3 - PROGRESS: at 32.25% examples, 257468 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:25,919 : INFO : EPOCH 3 - PROGRESS: at 32.59% examples, 257409 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:26,939 : INFO : EPOCH 3 - PROGRESS: at 32.94% examples, 257442 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:27,941 : INFO : EPOCH 3 - PROGRESS: at 33.23% examples, 257439 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:28,957 : INFO : EPOCH 3 - PROGRESS: at 33.65% examples, 257409 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:30,038 : INFO : EPOCH 3 - PROGRESS: at 34.04% examples, 257334 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:31,039 : INFO : EPOCH 3 - PROGRESS: at 34.36% examples, 257370 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:32,051 : INFO : EPOCH 3 - PROGRESS: at 34.71% examples, 257383 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:33,056 : INFO : EPOCH 3 - PROGRESS: at 35.08% examples, 257454 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:34,075 : INFO : EPOCH 3 - PROGRESS: at 35.49% examples, 257575 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:35,093 : INFO : EPOCH 3 - PROGRESS: at 35.79% examples, 257610 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:36,106 : INFO : EPOCH 3 - PROGRESS: at 36.11% examples, 257569 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:37,124 : INFO : EPOCH 3 - PROGRESS: at 36.48% examples, 257579 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:38,195 : INFO : EPOCH 3 - PROGRESS: at 36.89% examples, 257495 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:39,200 : INFO : EPOCH 3 - PROGRESS: at 37.28% examples, 257526 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:40,202 : INFO : EPOCH 3 - PROGRESS: at 37.63% examples, 257519 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:41,207 : INFO : EPOCH 3 - PROGRESS: at 37.98% examples, 257508 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:42,218 : INFO : EPOCH 3 - PROGRESS: at 38.38% examples, 257486 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:43,223 : INFO : EPOCH 3 - PROGRESS: at 38.78% examples, 257529 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:44,237 : INFO : EPOCH 3 - PROGRESS: at 39.15% examples, 257487 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:45,245 : INFO : EPOCH 3 - PROGRESS: at 39.51% examples, 257477 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:46,257 : INFO : EPOCH 3 - PROGRESS: at 39.85% examples, 257487 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:47,264 : INFO : EPOCH 3 - PROGRESS: at 40.17% examples, 257449 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:48,268 : INFO : EPOCH 3 - PROGRESS: at 40.55% examples, 257515 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:49,302 : INFO : EPOCH 3 - PROGRESS: at 40.92% examples, 257444 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:50,321 : INFO : EPOCH 3 - PROGRESS: at 41.33% examples, 257410 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:51,383 : INFO : EPOCH 3 - PROGRESS: at 41.69% examples, 257387 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:52,383 : INFO : EPOCH 3 - PROGRESS: at 42.07% examples, 257447 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:53,439 : INFO : EPOCH 3 - PROGRESS: at 42.44% examples, 257393 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:54,441 : INFO : EPOCH 3 - PROGRESS: at 42.77% examples, 257415 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:55,463 : INFO : EPOCH 3 - PROGRESS: at 43.09% examples, 257398 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:56,470 : INFO : EPOCH 3 - PROGRESS: at 43.37% examples, 257436 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:57,491 : INFO : EPOCH 3 - PROGRESS: at 43.68% examples, 257387 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:58,495 : INFO : EPOCH 3 - PROGRESS: at 43.98% examples, 257481 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:50:59,516 : INFO : EPOCH 3 - PROGRESS: at 44.29% examples, 257433 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:00,523 : INFO : EPOCH 3 - PROGRESS: at 44.61% examples, 257404 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:01,550 : INFO : EPOCH 3 - PROGRESS: at 44.92% examples, 257477 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:02,564 : INFO : EPOCH 3 - PROGRESS: at 45.18% examples, 257483 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:03,606 : INFO : EPOCH 3 - PROGRESS: at 45.48% examples, 257509 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:04,633 : INFO : EPOCH 3 - PROGRESS: at 45.82% examples, 257501 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:05,657 : INFO : EPOCH 3 - PROGRESS: at 46.13% examples, 257511 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:06,671 : INFO : EPOCH 3 - PROGRESS: at 46.38% examples, 257561 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:07,691 : INFO : EPOCH 3 - PROGRESS: at 46.77% examples, 257543 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:08,702 : INFO : EPOCH 3 - PROGRESS: at 47.09% examples, 257579 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:09,719 : INFO : EPOCH 3 - PROGRESS: at 47.42% examples, 257557 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:10,732 : INFO : EPOCH 3 - PROGRESS: at 47.80% examples, 257541 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:11,732 : INFO : EPOCH 3 - PROGRESS: at 48.14% examples, 257600 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:12,759 : INFO : EPOCH 3 - PROGRESS: at 48.55% examples, 257575 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:13,769 : INFO : EPOCH 3 - PROGRESS: at 48.86% examples, 257640 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:14,794 : INFO : EPOCH 3 - PROGRESS: at 49.14% examples, 257580 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:15,798 : INFO : EPOCH 3 - PROGRESS: at 49.47% examples, 257625 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:16,801 : INFO : EPOCH 3 - PROGRESS: at 49.79% examples, 257612 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:17,803 : INFO : EPOCH 3 - PROGRESS: at 50.06% examples, 257632 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:18,835 : INFO : EPOCH 3 - PROGRESS: at 50.38% examples, 257633 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:19,868 : INFO : EPOCH 3 - PROGRESS: at 50.55% examples, 257622 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:20,894 : INFO : EPOCH 3 - PROGRESS: at 50.87% examples, 257648 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:21,901 : INFO : EPOCH 3 - PROGRESS: at 51.15% examples, 257641 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:22,952 : INFO : EPOCH 3 - PROGRESS: at 51.51% examples, 257629 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:23,955 : INFO : EPOCH 3 - PROGRESS: at 51.81% examples, 257655 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:25,002 : INFO : EPOCH 3 - PROGRESS: at 52.17% examples, 257669 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:26,040 : INFO : EPOCH 3 - PROGRESS: at 52.47% examples, 257680 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:27,084 : INFO : EPOCH 3 - PROGRESS: at 52.71% examples, 257645 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:28,100 : INFO : EPOCH 3 - PROGRESS: at 53.12% examples, 257708 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:29,134 : INFO : EPOCH 3 - PROGRESS: at 53.45% examples, 257712 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:30,144 : INFO : EPOCH 3 - PROGRESS: at 53.73% examples, 257679 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:31,173 : INFO : EPOCH 3 - PROGRESS: at 54.00% examples, 257724 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:32,228 : INFO : EPOCH 3 - PROGRESS: at 54.29% examples, 257700 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:33,240 : INFO : EPOCH 3 - PROGRESS: at 54.61% examples, 257680 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:34,293 : INFO : EPOCH 3 - PROGRESS: at 54.94% examples, 257677 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:35,320 : INFO : EPOCH 3 - PROGRESS: at 55.14% examples, 257709 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:36,354 : INFO : EPOCH 3 - PROGRESS: at 55.49% examples, 257716 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:37,382 : INFO : EPOCH 3 - PROGRESS: at 55.91% examples, 257721 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:38,387 : INFO : EPOCH 3 - PROGRESS: at 56.26% examples, 257719 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:39,398 : INFO : EPOCH 3 - PROGRESS: at 56.57% examples, 257745 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:40,440 : INFO : EPOCH 3 - PROGRESS: at 56.87% examples, 257706 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:41,454 : INFO : EPOCH 3 - PROGRESS: at 57.12% examples, 257713 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:42,463 : INFO : EPOCH 3 - PROGRESS: at 57.35% examples, 257739 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:43,480 : INFO : EPOCH 3 - PROGRESS: at 57.63% examples, 257740 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:44,492 : INFO : EPOCH 3 - PROGRESS: at 57.90% examples, 257744 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:45,504 : INFO : EPOCH 3 - PROGRESS: at 58.21% examples, 257765 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:46,553 : INFO : EPOCH 3 - PROGRESS: at 58.42% examples, 257725 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:47,616 : INFO : EPOCH 3 - PROGRESS: at 58.64% examples, 257744 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:48,640 : INFO : EPOCH 3 - PROGRESS: at 58.90% examples, 257774 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:49,647 : INFO : EPOCH 3 - PROGRESS: at 59.25% examples, 257748 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:50,653 : INFO : EPOCH 3 - PROGRESS: at 59.50% examples, 257748 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:51,694 : INFO : EPOCH 3 - PROGRESS: at 59.87% examples, 257751 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:52,759 : INFO : EPOCH 3 - PROGRESS: at 60.24% examples, 257747 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:53,767 : INFO : EPOCH 3 - PROGRESS: at 60.47% examples, 257786 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:54,838 : INFO : EPOCH 3 - PROGRESS: at 60.80% examples, 257736 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:55,842 : INFO : EPOCH 3 - PROGRESS: at 61.11% examples, 257774 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:56,877 : INFO : EPOCH 3 - PROGRESS: at 61.41% examples, 257752 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:57,879 : INFO : EPOCH 3 - PROGRESS: at 61.70% examples, 257757 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:58,882 : INFO : EPOCH 3 - PROGRESS: at 62.04% examples, 257790 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:51:59,896 : INFO : EPOCH 3 - PROGRESS: at 62.38% examples, 257796 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:00,913 : INFO : EPOCH 3 - PROGRESS: at 62.62% examples, 257784 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:01,926 : INFO : EPOCH 3 - PROGRESS: at 62.99% examples, 257808 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:02,931 : INFO : EPOCH 3 - PROGRESS: at 63.36% examples, 257813 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:03,951 : INFO : EPOCH 3 - PROGRESS: at 63.65% examples, 257784 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:04,965 : INFO : EPOCH 3 - PROGRESS: at 63.89% examples, 257810 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:05,984 : INFO : EPOCH 3 - PROGRESS: at 64.14% examples, 257773 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:06,989 : INFO : EPOCH 3 - PROGRESS: at 64.48% examples, 257776 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:07,999 : INFO : EPOCH 3 - PROGRESS: at 64.77% examples, 257772 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:09,014 : INFO : EPOCH 3 - PROGRESS: at 65.01% examples, 257773 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:10,030 : INFO : EPOCH 3 - PROGRESS: at 65.18% examples, 257778 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:11,032 : INFO : EPOCH 3 - PROGRESS: at 65.51% examples, 257819 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:12,053 : INFO : EPOCH 3 - PROGRESS: at 65.81% examples, 257800 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:13,077 : INFO : EPOCH 3 - PROGRESS: at 66.15% examples, 257790 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:14,104 : INFO : EPOCH 3 - PROGRESS: at 66.47% examples, 257774 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:15,111 : INFO : EPOCH 3 - PROGRESS: at 66.79% examples, 257782 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:16,127 : INFO : EPOCH 3 - PROGRESS: at 67.11% examples, 257807 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:17,150 : INFO : EPOCH 3 - PROGRESS: at 67.43% examples, 257790 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:18,168 : INFO : EPOCH 3 - PROGRESS: at 67.80% examples, 257777 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:19,188 : INFO : EPOCH 3 - PROGRESS: at 68.16% examples, 257789 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:20,205 : INFO : EPOCH 3 - PROGRESS: at 68.46% examples, 257790 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:21,240 : INFO : EPOCH 3 - PROGRESS: at 68.76% examples, 257783 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:22,266 : INFO : EPOCH 3 - PROGRESS: at 69.06% examples, 257799 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:23,272 : INFO : EPOCH 3 - PROGRESS: at 69.32% examples, 257795 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:24,282 : INFO : EPOCH 3 - PROGRESS: at 69.68% examples, 257815 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:25,282 : INFO : EPOCH 3 - PROGRESS: at 69.91% examples, 257826 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:26,285 : INFO : EPOCH 3 - PROGRESS: at 70.16% examples, 257836 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:27,307 : INFO : EPOCH 3 - PROGRESS: at 70.45% examples, 257817 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:28,319 : INFO : EPOCH 3 - PROGRESS: at 70.79% examples, 257835 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:29,331 : INFO : EPOCH 3 - PROGRESS: at 71.02% examples, 257826 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:30,375 : INFO : EPOCH 3 - PROGRESS: at 71.29% examples, 257824 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:31,380 : INFO : EPOCH 3 - PROGRESS: at 71.54% examples, 257865 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:32,382 : INFO : EPOCH 3 - PROGRESS: at 71.93% examples, 257848 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:33,395 : INFO : EPOCH 3 - PROGRESS: at 72.25% examples, 257832 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:34,406 : INFO : EPOCH 3 - PROGRESS: at 72.52% examples, 257852 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:35,445 : INFO : EPOCH 3 - PROGRESS: at 72.78% examples, 257888 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:36,455 : INFO : EPOCH 3 - PROGRESS: at 72.99% examples, 257911 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:37,509 : INFO : EPOCH 3 - PROGRESS: at 73.31% examples, 257897 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:38,537 : INFO : EPOCH 3 - PROGRESS: at 73.69% examples, 257916 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:39,547 : INFO : EPOCH 3 - PROGRESS: at 73.95% examples, 257906 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:40,560 : INFO : EPOCH 3 - PROGRESS: at 74.23% examples, 257900 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:41,571 : INFO : EPOCH 3 - PROGRESS: at 74.50% examples, 257886 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:42,576 : INFO : EPOCH 3 - PROGRESS: at 74.74% examples, 257921 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:43,586 : INFO : EPOCH 3 - PROGRESS: at 75.05% examples, 257892 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:44,599 : INFO : EPOCH 3 - PROGRESS: at 75.34% examples, 257916 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:45,635 : INFO : EPOCH 3 - PROGRESS: at 75.62% examples, 257878 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:46,641 : INFO : EPOCH 3 - PROGRESS: at 75.90% examples, 257923 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:47,660 : INFO : EPOCH 3 - PROGRESS: at 76.21% examples, 257905 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:48,668 : INFO : EPOCH 3 - PROGRESS: at 76.59% examples, 257906 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:49,680 : INFO : EPOCH 3 - PROGRESS: at 76.95% examples, 257897 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:50,718 : INFO : EPOCH 3 - PROGRESS: at 77.22% examples, 257908 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:51,764 : INFO : EPOCH 3 - PROGRESS: at 77.59% examples, 257914 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:52,781 : INFO : EPOCH 3 - PROGRESS: at 77.91% examples, 257917 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:53,811 : INFO : EPOCH 3 - PROGRESS: at 78.19% examples, 257910 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:54,816 : INFO : EPOCH 3 - PROGRESS: at 78.50% examples, 257927 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:55,883 : INFO : EPOCH 3 - PROGRESS: at 78.86% examples, 257898 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:56,883 : INFO : EPOCH 3 - PROGRESS: at 79.17% examples, 257926 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:57,936 : INFO : EPOCH 3 - PROGRESS: at 79.38% examples, 257898 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:58,959 : INFO : EPOCH 3 - PROGRESS: at 79.44% examples, 257977 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:52:59,972 : INFO : EPOCH 3 - PROGRESS: at 79.54% examples, 257993 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:00,993 : INFO : EPOCH 3 - PROGRESS: at 79.85% examples, 258011 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:02,011 : INFO : EPOCH 3 - PROGRESS: at 80.17% examples, 258011 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:03,015 : INFO : EPOCH 3 - PROGRESS: at 80.53% examples, 258023 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:04,024 : INFO : EPOCH 3 - PROGRESS: at 80.79% examples, 258008 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:05,065 : INFO : EPOCH 3 - PROGRESS: at 81.15% examples, 258020 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:06,090 : INFO : EPOCH 3 - PROGRESS: at 81.43% examples, 258022 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:07,093 : INFO : EPOCH 3 - PROGRESS: at 81.71% examples, 258026 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:08,116 : INFO : EPOCH 3 - PROGRESS: at 81.98% examples, 258019 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:09,121 : INFO : EPOCH 3 - PROGRESS: at 82.33% examples, 258055 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:10,133 : INFO : EPOCH 3 - PROGRESS: at 82.69% examples, 258032 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:11,143 : INFO : EPOCH 3 - PROGRESS: at 83.06% examples, 258037 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:12,180 : INFO : EPOCH 3 - PROGRESS: at 83.39% examples, 258015 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:13,256 : INFO : EPOCH 3 - PROGRESS: at 83.65% examples, 258005 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:14,296 : INFO : EPOCH 3 - PROGRESS: at 83.97% examples, 258011 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:15,320 : INFO : EPOCH 3 - PROGRESS: at 84.16% examples, 258043 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:16,323 : INFO : EPOCH 3 - PROGRESS: at 84.48% examples, 258052 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:17,356 : INFO : EPOCH 3 - PROGRESS: at 84.81% examples, 258045 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:18,376 : INFO : EPOCH 3 - PROGRESS: at 85.21% examples, 258036 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:19,380 : INFO : EPOCH 3 - PROGRESS: at 85.56% examples, 258070 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:20,421 : INFO : EPOCH 3 - PROGRESS: at 85.84% examples, 258022 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:21,442 : INFO : EPOCH 3 - PROGRESS: at 86.16% examples, 258021 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:22,446 : INFO : EPOCH 3 - PROGRESS: at 86.46% examples, 258040 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:23,506 : INFO : EPOCH 3 - PROGRESS: at 86.77% examples, 257987 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:24,507 : INFO : EPOCH 3 - PROGRESS: at 87.04% examples, 258002 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:25,514 : INFO : EPOCH 3 - PROGRESS: at 87.28% examples, 257997 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:26,516 : INFO : EPOCH 3 - PROGRESS: at 87.61% examples, 257980 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:27,527 : INFO : EPOCH 3 - PROGRESS: at 87.95% examples, 257987 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:28,552 : INFO : EPOCH 3 - PROGRESS: at 88.28% examples, 257994 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:29,605 : INFO : EPOCH 3 - PROGRESS: at 88.60% examples, 257992 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:30,642 : INFO : EPOCH 3 - PROGRESS: at 88.97% examples, 257998 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:31,643 : INFO : EPOCH 3 - PROGRESS: at 89.26% examples, 257991 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:32,649 : INFO : EPOCH 3 - PROGRESS: at 89.55% examples, 258001 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:33,665 : INFO : EPOCH 3 - PROGRESS: at 89.83% examples, 258009 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:34,674 : INFO : EPOCH 3 - PROGRESS: at 90.19% examples, 258007 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:35,677 : INFO : EPOCH 3 - PROGRESS: at 90.45% examples, 257995 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:36,689 : INFO : EPOCH 3 - PROGRESS: at 90.77% examples, 258005 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:37,718 : INFO : EPOCH 3 - PROGRESS: at 91.12% examples, 257981 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:38,721 : INFO : EPOCH 3 - PROGRESS: at 91.41% examples, 257945 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:39,736 : INFO : EPOCH 3 - PROGRESS: at 91.46% examples, 257938 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:40,753 : INFO : EPOCH 3 - PROGRESS: at 91.84% examples, 257926 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:41,779 : INFO : EPOCH 3 - PROGRESS: at 92.18% examples, 257877 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:42,831 : INFO : EPOCH 3 - PROGRESS: at 92.46% examples, 257779 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:43,844 : INFO : EPOCH 3 - PROGRESS: at 92.68% examples, 257649 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:44,872 : INFO : EPOCH 3 - PROGRESS: at 92.91% examples, 257561 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:45,881 : INFO : EPOCH 3 - PROGRESS: at 93.19% examples, 257560 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:46,893 : INFO : EPOCH 3 - PROGRESS: at 93.50% examples, 257568 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:47,915 : INFO : EPOCH 3 - PROGRESS: at 93.83% examples, 257558 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:48,947 : INFO : EPOCH 3 - PROGRESS: at 94.14% examples, 257549 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:49,948 : INFO : EPOCH 3 - PROGRESS: at 94.49% examples, 257555 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:50,972 : INFO : EPOCH 3 - PROGRESS: at 94.78% examples, 257559 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:52,061 : INFO : EPOCH 3 - PROGRESS: at 95.04% examples, 257546 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:53,081 : INFO : EPOCH 3 - PROGRESS: at 95.25% examples, 257555 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:54,128 : INFO : EPOCH 3 - PROGRESS: at 95.58% examples, 257563 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:55,155 : INFO : EPOCH 3 - PROGRESS: at 95.90% examples, 257571 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:56,209 : INFO : EPOCH 3 - PROGRESS: at 96.26% examples, 257561 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:57,212 : INFO : EPOCH 3 - PROGRESS: at 96.47% examples, 257574 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:58,237 : INFO : EPOCH 3 - PROGRESS: at 96.70% examples, 257585 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:53:59,252 : INFO : EPOCH 3 - PROGRESS: at 97.05% examples, 257588 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:00,295 : INFO : EPOCH 3 - PROGRESS: at 97.28% examples, 257581 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:01,316 : INFO : EPOCH 3 - PROGRESS: at 97.53% examples, 257619 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:02,321 : INFO : EPOCH 3 - PROGRESS: at 97.64% examples, 257614 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:03,365 : INFO : EPOCH 3 - PROGRESS: at 97.79% examples, 257632 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:04,393 : INFO : EPOCH 3 - PROGRESS: at 98.07% examples, 257644 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:05,419 : INFO : EPOCH 3 - PROGRESS: at 98.43% examples, 257636 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:06,425 : INFO : EPOCH 3 - PROGRESS: at 98.80% examples, 257645 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:07,432 : INFO : EPOCH 3 - PROGRESS: at 99.11% examples, 257634 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:08,492 : INFO : EPOCH 3 - PROGRESS: at 99.48% examples, 257628 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:09,515 : INFO : EPOCH 3 - PROGRESS: at 99.85% examples, 257634 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:09,835 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 09:54:09,847 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 09:54:09,866 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 09:54:09,880 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 09:54:09,880 : INFO : EPOCH - 3 : training on 120798425 raw words (86539209 effective words) took 335.9s, 257656 effective words/s
2020-08-16 09:54:10,941 : INFO : EPOCH 4 - PROGRESS: at 0.25% examples, 238552 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:11,943 : INFO : EPOCH 4 - PROGRESS: at 0.44% examples, 252703 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:12,960 : INFO : EPOCH 4 - PROGRESS: at 0.66% examples, 255569 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:13,988 : INFO : EPOCH 4 - PROGRESS: at 0.87% examples, 254443 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:14,988 : INFO : EPOCH 4 - PROGRESS: at 1.26% examples, 257017 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:16,012 : INFO : EPOCH 4 - PROGRESS: at 1.52% examples, 256483 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:17,077 : INFO : EPOCH 4 - PROGRESS: at 1.87% examples, 256534 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:18,103 : INFO : EPOCH 4 - PROGRESS: at 2.20% examples, 257076 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:19,127 : INFO : EPOCH 4 - PROGRESS: at 2.47% examples, 257413 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:20,160 : INFO : EPOCH 4 - PROGRESS: at 2.74% examples, 257612 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:21,160 : INFO : EPOCH 4 - PROGRESS: at 3.06% examples, 257003 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:22,227 : INFO : EPOCH 4 - PROGRESS: at 3.38% examples, 257292 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:23,236 : INFO : EPOCH 4 - PROGRESS: at 3.73% examples, 257558 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:24,240 : INFO : EPOCH 4 - PROGRESS: at 4.13% examples, 257573 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:25,250 : INFO : EPOCH 4 - PROGRESS: at 4.52% examples, 257332 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:26,268 : INFO : EPOCH 4 - PROGRESS: at 4.91% examples, 257394 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:27,314 : INFO : EPOCH 4 - PROGRESS: at 5.16% examples, 257436 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:28,381 : INFO : EPOCH 4 - PROGRESS: at 5.46% examples, 257569 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:29,448 : INFO : EPOCH 4 - PROGRESS: at 5.81% examples, 257365 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:30,458 : INFO : EPOCH 4 - PROGRESS: at 6.07% examples, 258310 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:31,461 : INFO : EPOCH 4 - PROGRESS: at 6.29% examples, 257902 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:32,472 : INFO : EPOCH 4 - PROGRESS: at 6.56% examples, 258258 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:33,510 : INFO : EPOCH 4 - PROGRESS: at 6.84% examples, 258067 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:34,527 : INFO : EPOCH 4 - PROGRESS: at 7.18% examples, 258285 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:35,541 : INFO : EPOCH 4 - PROGRESS: at 7.51% examples, 258090 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:36,576 : INFO : EPOCH 4 - PROGRESS: at 7.84% examples, 258018 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:37,601 : INFO : EPOCH 4 - PROGRESS: at 8.11% examples, 258201 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:38,655 : INFO : EPOCH 4 - PROGRESS: at 8.32% examples, 258153 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:39,723 : INFO : EPOCH 4 - PROGRESS: at 8.59% examples, 258220 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:40,786 : INFO : EPOCH 4 - PROGRESS: at 8.83% examples, 258326 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:41,840 : INFO : EPOCH 4 - PROGRESS: at 9.20% examples, 258446 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:42,853 : INFO : EPOCH 4 - PROGRESS: at 9.54% examples, 258637 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:43,864 : INFO : EPOCH 4 - PROGRESS: at 9.78% examples, 258390 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:44,914 : INFO : EPOCH 4 - PROGRESS: at 10.04% examples, 258631 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:45,924 : INFO : EPOCH 4 - PROGRESS: at 10.26% examples, 258614 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:46,926 : INFO : EPOCH 4 - PROGRESS: at 10.49% examples, 258908 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:47,951 : INFO : EPOCH 4 - PROGRESS: at 10.68% examples, 258609 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:49,022 : INFO : EPOCH 4 - PROGRESS: at 10.93% examples, 258599 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:50,025 : INFO : EPOCH 4 - PROGRESS: at 11.14% examples, 259061 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:51,031 : INFO : EPOCH 4 - PROGRESS: at 11.36% examples, 258940 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:52,037 : INFO : EPOCH 4 - PROGRESS: at 11.57% examples, 259012 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:53,038 : INFO : EPOCH 4 - PROGRESS: at 11.80% examples, 259123 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:54,060 : INFO : EPOCH 4 - PROGRESS: at 12.01% examples, 259258 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:55,099 : INFO : EPOCH 4 - PROGRESS: at 12.25% examples, 259264 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:56,154 : INFO : EPOCH 4 - PROGRESS: at 12.56% examples, 259220 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:57,166 : INFO : EPOCH 4 - PROGRESS: at 12.90% examples, 259087 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:58,170 : INFO : EPOCH 4 - PROGRESS: at 13.17% examples, 259256 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:54:59,202 : INFO : EPOCH 4 - PROGRESS: at 13.46% examples, 258903 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:00,246 : INFO : EPOCH 4 - PROGRESS: at 13.74% examples, 258989 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:01,298 : INFO : EPOCH 4 - PROGRESS: at 14.07% examples, 258880 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:02,351 : INFO : EPOCH 4 - PROGRESS: at 14.36% examples, 258888 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:03,392 : INFO : EPOCH 4 - PROGRESS: at 14.68% examples, 258971 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:04,415 : INFO : EPOCH 4 - PROGRESS: at 14.96% examples, 259008 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:05,457 : INFO : EPOCH 4 - PROGRESS: at 15.31% examples, 259026 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:06,490 : INFO : EPOCH 4 - PROGRESS: at 15.60% examples, 258983 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:07,513 : INFO : EPOCH 4 - PROGRESS: at 15.88% examples, 259086 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:08,554 : INFO : EPOCH 4 - PROGRESS: at 16.11% examples, 258987 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:09,570 : INFO : EPOCH 4 - PROGRESS: at 16.41% examples, 259100 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:10,588 : INFO : EPOCH 4 - PROGRESS: at 16.72% examples, 259085 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:11,619 : INFO : EPOCH 4 - PROGRESS: at 16.94% examples, 259092 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:12,629 : INFO : EPOCH 4 - PROGRESS: at 17.25% examples, 259061 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:13,665 : INFO : EPOCH 4 - PROGRESS: at 17.56% examples, 259038 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:14,674 : INFO : EPOCH 4 - PROGRESS: at 17.87% examples, 259141 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:15,684 : INFO : EPOCH 4 - PROGRESS: at 18.16% examples, 259029 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:16,721 : INFO : EPOCH 4 - PROGRESS: at 18.46% examples, 259006 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:17,757 : INFO : EPOCH 4 - PROGRESS: at 18.78% examples, 258975 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:18,767 : INFO : EPOCH 4 - PROGRESS: at 19.02% examples, 259125 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:19,781 : INFO : EPOCH 4 - PROGRESS: at 19.18% examples, 259635 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:20,791 : INFO : EPOCH 4 - PROGRESS: at 19.32% examples, 260027 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:21,799 : INFO : EPOCH 4 - PROGRESS: at 19.60% examples, 259878 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:22,801 : INFO : EPOCH 4 - PROGRESS: at 19.88% examples, 259959 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:23,840 : INFO : EPOCH 4 - PROGRESS: at 20.17% examples, 259819 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:24,855 : INFO : EPOCH 4 - PROGRESS: at 20.48% examples, 259901 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:25,884 : INFO : EPOCH 4 - PROGRESS: at 20.86% examples, 259784 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:26,902 : INFO : EPOCH 4 - PROGRESS: at 21.20% examples, 259722 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:27,904 : INFO : EPOCH 4 - PROGRESS: at 21.49% examples, 259863 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:28,947 : INFO : EPOCH 4 - PROGRESS: at 21.74% examples, 259657 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:29,948 : INFO : EPOCH 4 - PROGRESS: at 22.09% examples, 259738 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:31,019 : INFO : EPOCH 4 - PROGRESS: at 22.53% examples, 259575 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:32,079 : INFO : EPOCH 4 - PROGRESS: at 22.93% examples, 259611 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:33,079 : INFO : EPOCH 4 - PROGRESS: at 23.24% examples, 259639 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:34,124 : INFO : EPOCH 4 - PROGRESS: at 23.57% examples, 259522 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:35,129 : INFO : EPOCH 4 - PROGRESS: at 23.94% examples, 259572 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:36,179 : INFO : EPOCH 4 - PROGRESS: at 24.27% examples, 259462 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:37,188 : INFO : EPOCH 4 - PROGRESS: at 24.62% examples, 259507 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:38,227 : INFO : EPOCH 4 - PROGRESS: at 24.98% examples, 259440 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:39,231 : INFO : EPOCH 4 - PROGRESS: at 25.31% examples, 259438 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:40,263 : INFO : EPOCH 4 - PROGRESS: at 25.65% examples, 259367 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:41,275 : INFO : EPOCH 4 - PROGRESS: at 26.01% examples, 259437 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:42,295 : INFO : EPOCH 4 - PROGRESS: at 26.40% examples, 259355 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:43,301 : INFO : EPOCH 4 - PROGRESS: at 26.70% examples, 259326 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:44,305 : INFO : EPOCH 4 - PROGRESS: at 27.09% examples, 259336 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:45,308 : INFO : EPOCH 4 - PROGRESS: at 27.33% examples, 259377 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:46,314 : INFO : EPOCH 4 - PROGRESS: at 27.62% examples, 259341 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:47,346 : INFO : EPOCH 4 - PROGRESS: at 27.96% examples, 259239 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:48,410 : INFO : EPOCH 4 - PROGRESS: at 28.26% examples, 259212 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:49,473 : INFO : EPOCH 4 - PROGRESS: at 28.60% examples, 259255 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:50,498 : INFO : EPOCH 4 - PROGRESS: at 28.95% examples, 259227 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:51,541 : INFO : EPOCH 4 - PROGRESS: at 29.33% examples, 259220 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:52,554 : INFO : EPOCH 4 - PROGRESS: at 29.68% examples, 259187 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:53,576 : INFO : EPOCH 4 - PROGRESS: at 30.01% examples, 259193 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:54,579 : INFO : EPOCH 4 - PROGRESS: at 30.37% examples, 259176 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:55,606 : INFO : EPOCH 4 - PROGRESS: at 30.75% examples, 259214 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:56,641 : INFO : EPOCH 4 - PROGRESS: at 31.18% examples, 259373 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:57,680 : INFO : EPOCH 4 - PROGRESS: at 31.52% examples, 259374 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:58,681 : INFO : EPOCH 4 - PROGRESS: at 31.86% examples, 259321 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:55:59,689 : INFO : EPOCH 4 - PROGRESS: at 32.16% examples, 259305 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:00,709 : INFO : EPOCH 4 - PROGRESS: at 32.48% examples, 259312 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:01,761 : INFO : EPOCH 4 - PROGRESS: at 32.88% examples, 259249 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:02,767 : INFO : EPOCH 4 - PROGRESS: at 33.14% examples, 259290 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:03,797 : INFO : EPOCH 4 - PROGRESS: at 33.54% examples, 259206 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:04,808 : INFO : EPOCH 4 - PROGRESS: at 33.95% examples, 259278 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:05,810 : INFO : EPOCH 4 - PROGRESS: at 34.25% examples, 259183 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:06,811 : INFO : EPOCH 4 - PROGRESS: at 34.60% examples, 259186 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:07,842 : INFO : EPOCH 4 - PROGRESS: at 34.98% examples, 259178 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:08,889 : INFO : EPOCH 4 - PROGRESS: at 35.37% examples, 259239 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:09,924 : INFO : EPOCH 4 - PROGRESS: at 35.71% examples, 259274 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:10,940 : INFO : EPOCH 4 - PROGRESS: at 36.04% examples, 259273 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:11,966 : INFO : EPOCH 4 - PROGRESS: at 36.39% examples, 259259 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:12,967 : INFO : EPOCH 4 - PROGRESS: at 36.77% examples, 259190 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:13,976 : INFO : EPOCH 4 - PROGRESS: at 37.18% examples, 259259 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:15,015 : INFO : EPOCH 4 - PROGRESS: at 37.52% examples, 259157 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:16,040 : INFO : EPOCH 4 - PROGRESS: at 37.89% examples, 259145 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:17,072 : INFO : EPOCH 4 - PROGRESS: at 38.29% examples, 259121 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:18,103 : INFO : EPOCH 4 - PROGRESS: at 38.68% examples, 259099 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:19,112 : INFO : EPOCH 4 - PROGRESS: at 39.07% examples, 259166 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:20,171 : INFO : EPOCH 4 - PROGRESS: at 39.45% examples, 259039 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:21,171 : INFO : EPOCH 4 - PROGRESS: at 39.80% examples, 259061 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:22,223 : INFO : EPOCH 4 - PROGRESS: at 40.14% examples, 259035 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:23,226 : INFO : EPOCH 4 - PROGRESS: at 40.51% examples, 259054 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:24,268 : INFO : EPOCH 4 - PROGRESS: at 40.88% examples, 258994 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:25,282 : INFO : EPOCH 4 - PROGRESS: at 41.29% examples, 259010 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:26,339 : INFO : EPOCH 4 - PROGRESS: at 41.66% examples, 258929 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:27,346 : INFO : EPOCH 4 - PROGRESS: at 42.03% examples, 258971 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:28,403 : INFO : EPOCH 4 - PROGRESS: at 42.40% examples, 258902 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:29,489 : INFO : EPOCH 4 - PROGRESS: at 42.75% examples, 258855 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:30,540 : INFO : EPOCH 4 - PROGRESS: at 43.09% examples, 258876 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:31,600 : INFO : EPOCH 4 - PROGRESS: at 43.38% examples, 258854 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:32,670 : INFO : EPOCH 4 - PROGRESS: at 43.71% examples, 258848 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:33,749 : INFO : EPOCH 4 - PROGRESS: at 44.02% examples, 258851 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:34,801 : INFO : EPOCH 4 - PROGRESS: at 44.36% examples, 258885 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:35,804 : INFO : EPOCH 4 - PROGRESS: at 44.68% examples, 258853 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:36,811 : INFO : EPOCH 4 - PROGRESS: at 44.98% examples, 258899 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:37,845 : INFO : EPOCH 4 - PROGRESS: at 45.23% examples, 258928 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:38,877 : INFO : EPOCH 4 - PROGRESS: at 45.56% examples, 258949 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:39,901 : INFO : EPOCH 4 - PROGRESS: at 45.90% examples, 258927 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:40,912 : INFO : EPOCH 4 - PROGRESS: at 46.19% examples, 258945 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:41,921 : INFO : EPOCH 4 - PROGRESS: at 46.42% examples, 258956 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:42,948 : INFO : EPOCH 4 - PROGRESS: at 46.85% examples, 258963 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:43,956 : INFO : EPOCH 4 - PROGRESS: at 47.15% examples, 258976 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:44,962 : INFO : EPOCH 4 - PROGRESS: at 47.49% examples, 258936 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:45,996 : INFO : EPOCH 4 - PROGRESS: at 47.86% examples, 258932 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:46,999 : INFO : EPOCH 4 - PROGRESS: at 48.21% examples, 258970 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:48,020 : INFO : EPOCH 4 - PROGRESS: at 48.62% examples, 258953 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:49,044 : INFO : EPOCH 4 - PROGRESS: at 48.94% examples, 258978 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:50,051 : INFO : EPOCH 4 - PROGRESS: at 49.18% examples, 258950 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:51,121 : INFO : EPOCH 4 - PROGRESS: at 49.57% examples, 258920 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:52,194 : INFO : EPOCH 4 - PROGRESS: at 49.91% examples, 258919 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:53,195 : INFO : EPOCH 4 - PROGRESS: at 50.18% examples, 258976 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:54,242 : INFO : EPOCH 4 - PROGRESS: at 50.45% examples, 258937 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:55,267 : INFO : EPOCH 4 - PROGRESS: at 50.66% examples, 258972 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:56,274 : INFO : EPOCH 4 - PROGRESS: at 50.94% examples, 258951 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:57,317 : INFO : EPOCH 4 - PROGRESS: at 51.28% examples, 258962 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:58,319 : INFO : EPOCH 4 - PROGRESS: at 51.61% examples, 258930 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:56:59,329 : INFO : EPOCH 4 - PROGRESS: at 51.88% examples, 258856 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:00,351 : INFO : EPOCH 4 - PROGRESS: at 52.24% examples, 258806 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:01,379 : INFO : EPOCH 4 - PROGRESS: at 52.49% examples, 258761 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:02,390 : INFO : EPOCH 4 - PROGRESS: at 52.75% examples, 258681 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:03,422 : INFO : EPOCH 4 - PROGRESS: at 53.09% examples, 258397 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:04,426 : INFO : EPOCH 4 - PROGRESS: at 53.36% examples, 258214 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:05,460 : INFO : EPOCH 4 - PROGRESS: at 53.68% examples, 258174 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:06,496 : INFO : EPOCH 4 - PROGRESS: at 53.92% examples, 258210 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:07,504 : INFO : EPOCH 4 - PROGRESS: at 54.25% examples, 258237 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:08,533 : INFO : EPOCH 4 - PROGRESS: at 54.55% examples, 258191 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:09,542 : INFO : EPOCH 4 - PROGRESS: at 54.85% examples, 258181 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:10,549 : INFO : EPOCH 4 - PROGRESS: at 55.10% examples, 258189 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:11,595 : INFO : EPOCH 4 - PROGRESS: at 55.38% examples, 258189 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:12,595 : INFO : EPOCH 4 - PROGRESS: at 55.77% examples, 258241 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:13,605 : INFO : EPOCH 4 - PROGRESS: at 56.16% examples, 258190 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:14,651 : INFO : EPOCH 4 - PROGRESS: at 56.50% examples, 258201 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:15,655 : INFO : EPOCH 4 - PROGRESS: at 56.75% examples, 258194 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:16,663 : INFO : EPOCH 4 - PROGRESS: at 57.04% examples, 258212 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:17,714 : INFO : EPOCH 4 - PROGRESS: at 57.30% examples, 258208 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:18,758 : INFO : EPOCH 4 - PROGRESS: at 57.51% examples, 258221 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:19,799 : INFO : EPOCH 4 - PROGRESS: at 57.80% examples, 258241 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:20,811 : INFO : EPOCH 4 - PROGRESS: at 58.13% examples, 258229 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:21,839 : INFO : EPOCH 4 - PROGRESS: at 58.38% examples, 258245 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:22,852 : INFO : EPOCH 4 - PROGRESS: at 58.57% examples, 258294 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:23,873 : INFO : EPOCH 4 - PROGRESS: at 58.82% examples, 258259 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:24,903 : INFO : EPOCH 4 - PROGRESS: at 59.14% examples, 258269 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:25,952 : INFO : EPOCH 4 - PROGRESS: at 59.44% examples, 258250 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:27,010 : INFO : EPOCH 4 - PROGRESS: at 59.79% examples, 258235 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:28,066 : INFO : EPOCH 4 - PROGRESS: at 60.17% examples, 258230 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:29,112 : INFO : EPOCH 4 - PROGRESS: at 60.41% examples, 258253 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:30,117 : INFO : EPOCH 4 - PROGRESS: at 60.73% examples, 258242 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:31,122 : INFO : EPOCH 4 - PROGRESS: at 61.03% examples, 258288 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:32,184 : INFO : EPOCH 4 - PROGRESS: at 61.34% examples, 258243 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:33,232 : INFO : EPOCH 4 - PROGRESS: at 61.64% examples, 258248 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:34,254 : INFO : EPOCH 4 - PROGRESS: at 61.98% examples, 258244 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:35,256 : INFO : EPOCH 4 - PROGRESS: at 62.34% examples, 258291 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:36,273 : INFO : EPOCH 4 - PROGRESS: at 62.60% examples, 258288 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:37,287 : INFO : EPOCH 4 - PROGRESS: at 62.94% examples, 258304 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:38,300 : INFO : EPOCH 4 - PROGRESS: at 63.33% examples, 258302 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:39,318 : INFO : EPOCH 4 - PROGRESS: at 63.62% examples, 258287 words/s, in_qsize 8, out_qsize 0
2020-08-16 09:57:40,329 : INFO : EPOCH 4 - PROGRESS: at 63.87% examples, 258325 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:41,359 : INFO : EPOCH 4 - PROGRESS: at 64.12% examples, 258280 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:42,378 : INFO : EPOCH 4 - PROGRESS: at 64.46% examples, 258329 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:43,412 : INFO : EPOCH 4 - PROGRESS: at 64.75% examples, 258285 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:44,458 : INFO : EPOCH 4 - PROGRESS: at 65.00% examples, 258279 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:45,487 : INFO : EPOCH 4 - PROGRESS: at 65.18% examples, 258304 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:46,506 : INFO : EPOCH 4 - PROGRESS: at 65.50% examples, 258292 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:47,582 : INFO : EPOCH 4 - PROGRESS: at 65.82% examples, 258265 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:48,589 : INFO : EPOCH 4 - PROGRESS: at 66.17% examples, 258306 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:49,651 : INFO : EPOCH 4 - PROGRESS: at 66.49% examples, 258281 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:50,658 : INFO : EPOCH 4 - PROGRESS: at 66.82% examples, 258278 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:51,668 : INFO : EPOCH 4 - PROGRESS: at 67.13% examples, 258283 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:52,678 : INFO : EPOCH 4 - PROGRESS: at 67.48% examples, 258315 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:53,731 : INFO : EPOCH 4 - PROGRESS: at 67.83% examples, 258277 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:54,747 : INFO : EPOCH 4 - PROGRESS: at 68.18% examples, 258299 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:55,763 : INFO : EPOCH 4 - PROGRESS: at 68.47% examples, 258301 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:56,766 : INFO : EPOCH 4 - PROGRESS: at 68.79% examples, 258301 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:57,786 : INFO : EPOCH 4 - PROGRESS: at 69.08% examples, 258287 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:58,796 : INFO : EPOCH 4 - PROGRESS: at 69.33% examples, 258282 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:57:59,864 : INFO : EPOCH 4 - PROGRESS: at 69.71% examples, 258291 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:00,921 : INFO : EPOCH 4 - PROGRESS: at 69.94% examples, 258294 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:01,986 : INFO : EPOCH 4 - PROGRESS: at 70.22% examples, 258292 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:02,995 : INFO : EPOCH 4 - PROGRESS: at 70.54% examples, 258351 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:04,041 : INFO : EPOCH 4 - PROGRESS: at 70.84% examples, 258289 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:05,045 : INFO : EPOCH 4 - PROGRESS: at 71.08% examples, 258327 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:06,098 : INFO : EPOCH 4 - PROGRESS: at 71.35% examples, 258290 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:07,129 : INFO : EPOCH 4 - PROGRESS: at 71.64% examples, 258313 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:08,144 : INFO : EPOCH 4 - PROGRESS: at 72.06% examples, 258308 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:09,152 : INFO : EPOCH 4 - PROGRESS: at 72.33% examples, 258334 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:10,160 : INFO : EPOCH 4 - PROGRESS: at 72.59% examples, 258348 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:11,160 : INFO : EPOCH 4 - PROGRESS: at 72.84% examples, 258372 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:12,178 : INFO : EPOCH 4 - PROGRESS: at 73.08% examples, 258386 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:13,189 : INFO : EPOCH 4 - PROGRESS: at 73.40% examples, 258357 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:14,207 : INFO : EPOCH 4 - PROGRESS: at 73.73% examples, 258385 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:15,221 : INFO : EPOCH 4 - PROGRESS: at 74.02% examples, 258372 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:16,257 : INFO : EPOCH 4 - PROGRESS: at 74.28% examples, 258366 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:17,278 : INFO : EPOCH 4 - PROGRESS: at 74.54% examples, 258392 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:18,289 : INFO : EPOCH 4 - PROGRESS: at 74.81% examples, 258380 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:19,336 : INFO : EPOCH 4 - PROGRESS: at 75.17% examples, 258354 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:20,346 : INFO : EPOCH 4 - PROGRESS: at 75.43% examples, 258380 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:21,391 : INFO : EPOCH 4 - PROGRESS: at 75.70% examples, 258376 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:22,397 : INFO : EPOCH 4 - PROGRESS: at 75.99% examples, 258403 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:23,447 : INFO : EPOCH 4 - PROGRESS: at 76.32% examples, 258389 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:24,461 : INFO : EPOCH 4 - PROGRESS: at 76.73% examples, 258399 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:25,472 : INFO : EPOCH 4 - PROGRESS: at 77.04% examples, 258413 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:26,475 : INFO : EPOCH 4 - PROGRESS: at 77.33% examples, 258408 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:27,530 : INFO : EPOCH 4 - PROGRESS: at 77.68% examples, 258386 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:28,531 : INFO : EPOCH 4 - PROGRESS: at 78.01% examples, 258394 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:29,553 : INFO : EPOCH 4 - PROGRESS: at 78.29% examples, 258399 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:30,553 : INFO : EPOCH 4 - PROGRESS: at 78.61% examples, 258396 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:31,575 : INFO : EPOCH 4 - PROGRESS: at 78.96% examples, 258412 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:32,600 : INFO : EPOCH 4 - PROGRESS: at 79.27% examples, 258374 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:33,605 : INFO : EPOCH 4 - PROGRESS: at 79.40% examples, 258393 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:34,608 : INFO : EPOCH 4 - PROGRESS: at 79.45% examples, 258455 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:35,633 : INFO : EPOCH 4 - PROGRESS: at 79.60% examples, 258471 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:36,660 : INFO : EPOCH 4 - PROGRESS: at 79.93% examples, 258484 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:37,670 : INFO : EPOCH 4 - PROGRESS: at 80.26% examples, 258504 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:38,673 : INFO : EPOCH 4 - PROGRESS: at 80.59% examples, 258509 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:39,674 : INFO : EPOCH 4 - PROGRESS: at 80.81% examples, 258334 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:40,721 : INFO : EPOCH 4 - PROGRESS: at 81.14% examples, 258236 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:41,741 : INFO : EPOCH 4 - PROGRESS: at 81.38% examples, 258166 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:42,765 : INFO : EPOCH 4 - PROGRESS: at 81.64% examples, 257973 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:43,785 : INFO : EPOCH 4 - PROGRESS: at 81.91% examples, 257838 words/s, in_qsize 8, out_qsize 0
2020-08-16 09:58:44,849 : INFO : EPOCH 4 - PROGRESS: at 82.12% examples, 257671 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:45,887 : INFO : EPOCH 4 - PROGRESS: at 82.41% examples, 257457 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:46,920 : INFO : EPOCH 4 - PROGRESS: at 82.71% examples, 257286 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:47,950 : INFO : EPOCH 4 - PROGRESS: at 83.01% examples, 257079 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:48,970 : INFO : EPOCH 4 - PROGRESS: at 83.29% examples, 256875 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:50,068 : INFO : EPOCH 4 - PROGRESS: at 83.50% examples, 256605 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:51,089 : INFO : EPOCH 4 - PROGRESS: at 83.70% examples, 256430 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:52,135 : INFO : EPOCH 4 - PROGRESS: at 83.95% examples, 256195 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:53,191 : INFO : EPOCH 4 - PROGRESS: at 84.10% examples, 256041 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:54,211 : INFO : EPOCH 4 - PROGRESS: at 84.33% examples, 255867 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:55,252 : INFO : EPOCH 4 - PROGRESS: at 84.63% examples, 255657 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:56,271 : INFO : EPOCH 4 - PROGRESS: at 84.85% examples, 255456 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:57,290 : INFO : EPOCH 4 - PROGRESS: at 85.15% examples, 255216 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:58,337 : INFO : EPOCH 4 - PROGRESS: at 85.44% examples, 255019 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:58:59,396 : INFO : EPOCH 4 - PROGRESS: at 85.70% examples, 254804 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:00,471 : INFO : EPOCH 4 - PROGRESS: at 85.94% examples, 254587 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:01,512 : INFO : EPOCH 4 - PROGRESS: at 86.19% examples, 254459 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:02,545 : INFO : EPOCH 4 - PROGRESS: at 86.51% examples, 254466 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:03,558 : INFO : EPOCH 4 - PROGRESS: at 86.80% examples, 254491 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:04,580 : INFO : EPOCH 4 - PROGRESS: at 87.07% examples, 254506 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:05,606 : INFO : EPOCH 4 - PROGRESS: at 87.35% examples, 254512 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:06,645 : INFO : EPOCH 4 - PROGRESS: at 87.70% examples, 254498 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:07,675 : INFO : EPOCH 4 - PROGRESS: at 88.03% examples, 254521 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:08,679 : INFO : EPOCH 4 - PROGRESS: at 88.32% examples, 254544 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:09,684 : INFO : EPOCH 4 - PROGRESS: at 88.66% examples, 254565 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:10,693 : INFO : EPOCH 4 - PROGRESS: at 89.00% examples, 254566 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:11,725 : INFO : EPOCH 4 - PROGRESS: at 89.32% examples, 254570 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:12,736 : INFO : EPOCH 4 - PROGRESS: at 89.60% examples, 254599 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:13,744 : INFO : EPOCH 4 - PROGRESS: at 89.88% examples, 254606 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:14,777 : INFO : EPOCH 4 - PROGRESS: at 90.25% examples, 254619 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:15,778 : INFO : EPOCH 4 - PROGRESS: at 90.51% examples, 254623 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:16,789 : INFO : EPOCH 4 - PROGRESS: at 90.84% examples, 254661 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:17,819 : INFO : EPOCH 4 - PROGRESS: at 91.18% examples, 254646 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:18,836 : INFO : EPOCH 4 - PROGRESS: at 91.41% examples, 254663 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:19,858 : INFO : EPOCH 4 - PROGRESS: at 91.54% examples, 254681 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:20,859 : INFO : EPOCH 4 - PROGRESS: at 91.95% examples, 254687 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:21,890 : INFO : EPOCH 4 - PROGRESS: at 92.31% examples, 254711 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:22,908 : INFO : EPOCH 4 - PROGRESS: at 92.59% examples, 254700 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:23,926 : INFO : EPOCH 4 - PROGRESS: at 92.84% examples, 254728 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:24,984 : INFO : EPOCH 4 - PROGRESS: at 93.14% examples, 254729 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:26,012 : INFO : EPOCH 4 - PROGRESS: at 93.42% examples, 254752 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:27,034 : INFO : EPOCH 4 - PROGRESS: at 93.74% examples, 254752 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:28,074 : INFO : EPOCH 4 - PROGRESS: at 94.09% examples, 254766 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:29,085 : INFO : EPOCH 4 - PROGRESS: at 94.39% examples, 254775 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:30,098 : INFO : EPOCH 4 - PROGRESS: at 94.73% examples, 254789 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:31,102 : INFO : EPOCH 4 - PROGRESS: at 95.00% examples, 254809 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:32,141 : INFO : EPOCH 4 - PROGRESS: at 95.20% examples, 254823 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:33,148 : INFO : EPOCH 4 - PROGRESS: at 95.46% examples, 254832 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:34,164 : INFO : EPOCH 4 - PROGRESS: at 95.79% examples, 254850 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:35,192 : INFO : EPOCH 4 - PROGRESS: at 96.11% examples, 254846 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:36,226 : INFO : EPOCH 4 - PROGRESS: at 96.44% examples, 254847 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:37,250 : INFO : EPOCH 4 - PROGRESS: at 96.63% examples, 254890 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:38,262 : INFO : EPOCH 4 - PROGRESS: at 96.96% examples, 254907 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:39,265 : INFO : EPOCH 4 - PROGRESS: at 97.20% examples, 254919 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:40,275 : INFO : EPOCH 4 - PROGRESS: at 97.43% examples, 254922 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:41,294 : INFO : EPOCH 4 - PROGRESS: at 97.62% examples, 254956 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:42,299 : INFO : EPOCH 4 - PROGRESS: at 97.68% examples, 254995 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:43,299 : INFO : EPOCH 4 - PROGRESS: at 97.90% examples, 255012 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:44,300 : INFO : EPOCH 4 - PROGRESS: at 98.26% examples, 255019 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:45,323 : INFO : EPOCH 4 - PROGRESS: at 98.64% examples, 255019 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:46,326 : INFO : EPOCH 4 - PROGRESS: at 98.98% examples, 255025 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:47,365 : INFO : EPOCH 4 - PROGRESS: at 99.34% examples, 255030 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:48,401 : INFO : EPOCH 4 - PROGRESS: at 99.70% examples, 255033 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:49,163 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 09:59:49,171 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 09:59:49,181 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 09:59:49,193 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 09:59:49,194 : INFO : EPOCH - 4 : training on 120798425 raw words (86547808 effective words) took 339.3s, 255071 effective words/s
2020-08-16 09:59:50,262 : INFO : EPOCH 5 - PROGRESS: at 0.25% examples, 236505 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:51,318 : INFO : EPOCH 5 - PROGRESS: at 0.45% examples, 248679 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:52,343 : INFO : EPOCH 5 - PROGRESS: at 0.67% examples, 252097 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:53,361 : INFO : EPOCH 5 - PROGRESS: at 0.89% examples, 255674 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:54,378 : INFO : EPOCH 5 - PROGRESS: at 1.28% examples, 255814 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:55,393 : INFO : EPOCH 5 - PROGRESS: at 1.54% examples, 256916 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:56,400 : INFO : EPOCH 5 - PROGRESS: at 1.87% examples, 256144 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:57,430 : INFO : EPOCH 5 - PROGRESS: at 2.20% examples, 256579 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:58,461 : INFO : EPOCH 5 - PROGRESS: at 2.47% examples, 256785 words/s, in_qsize 7, out_qsize 0
2020-08-16 09:59:59,477 : INFO : EPOCH 5 - PROGRESS: at 2.74% examples, 257468 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:00,499 : INFO : EPOCH 5 - PROGRESS: at 3.06% examples, 256400 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:01,566 : INFO : EPOCH 5 - PROGRESS: at 3.38% examples, 256751 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:02,573 : INFO : EPOCH 5 - PROGRESS: at 3.73% examples, 257092 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:03,581 : INFO : EPOCH 5 - PROGRESS: at 4.13% examples, 257101 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:04,590 : INFO : EPOCH 5 - PROGRESS: at 4.52% examples, 256893 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:05,596 : INFO : EPOCH 5 - PROGRESS: at 4.91% examples, 257138 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:06,640 : INFO : EPOCH 5 - PROGRESS: at 5.16% examples, 257208 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:07,645 : INFO : EPOCH 5 - PROGRESS: at 5.43% examples, 257436 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:08,664 : INFO : EPOCH 5 - PROGRESS: at 5.78% examples, 257335 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:09,688 : INFO : EPOCH 5 - PROGRESS: at 6.04% examples, 257747 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:10,688 : INFO : EPOCH 5 - PROGRESS: at 6.26% examples, 257983 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:11,714 : INFO : EPOCH 5 - PROGRESS: at 6.53% examples, 257839 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:12,735 : INFO : EPOCH 5 - PROGRESS: at 6.81% examples, 257943 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:13,785 : INFO : EPOCH 5 - PROGRESS: at 7.16% examples, 257766 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:14,824 : INFO : EPOCH 5 - PROGRESS: at 7.49% examples, 257896 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:15,849 : INFO : EPOCH 5 - PROGRESS: at 7.82% examples, 257927 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:16,869 : INFO : EPOCH 5 - PROGRESS: at 8.09% examples, 258164 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:17,895 : INFO : EPOCH 5 - PROGRESS: at 8.30% examples, 257884 words/s, in_qsize 8, out_qsize 0
2020-08-16 10:00:18,932 : INFO : EPOCH 5 - PROGRESS: at 8.56% examples, 257728 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:19,952 : INFO : EPOCH 5 - PROGRESS: at 8.80% examples, 257399 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:20,987 : INFO : EPOCH 5 - PROGRESS: at 9.07% examples, 257382 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:22,038 : INFO : EPOCH 5 - PROGRESS: at 9.46% examples, 257169 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:23,080 : INFO : EPOCH 5 - PROGRESS: at 9.71% examples, 256125 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:24,092 : INFO : EPOCH 5 - PROGRESS: at 9.89% examples, 254688 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:25,100 : INFO : EPOCH 5 - PROGRESS: at 10.10% examples, 254596 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:26,115 : INFO : EPOCH 5 - PROGRESS: at 10.33% examples, 254779 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:27,169 : INFO : EPOCH 5 - PROGRESS: at 10.54% examples, 254820 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:28,174 : INFO : EPOCH 5 - PROGRESS: at 10.77% examples, 255311 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:29,199 : INFO : EPOCH 5 - PROGRESS: at 10.99% examples, 255146 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:30,216 : INFO : EPOCH 5 - PROGRESS: at 11.21% examples, 255546 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:31,218 : INFO : EPOCH 5 - PROGRESS: at 11.44% examples, 255751 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:32,222 : INFO : EPOCH 5 - PROGRESS: at 11.63% examples, 255602 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:33,245 : INFO : EPOCH 5 - PROGRESS: at 11.87% examples, 255733 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:34,250 : INFO : EPOCH 5 - PROGRESS: at 12.08% examples, 256068 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:35,293 : INFO : EPOCH 5 - PROGRESS: at 12.33% examples, 256158 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:36,348 : INFO : EPOCH 5 - PROGRESS: at 12.69% examples, 256145 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:37,358 : INFO : EPOCH 5 - PROGRESS: at 12.97% examples, 256119 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:38,363 : INFO : EPOCH 5 - PROGRESS: at 13.26% examples, 256294 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:39,390 : INFO : EPOCH 5 - PROGRESS: at 13.54% examples, 256071 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:40,442 : INFO : EPOCH 5 - PROGRESS: at 13.84% examples, 256196 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:41,496 : INFO : EPOCH 5 - PROGRESS: at 14.13% examples, 256133 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:42,555 : INFO : EPOCH 5 - PROGRESS: at 14.44% examples, 256171 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:43,603 : INFO : EPOCH 5 - PROGRESS: at 14.76% examples, 256284 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:44,605 : INFO : EPOCH 5 - PROGRESS: at 15.06% examples, 256403 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:45,616 : INFO : EPOCH 5 - PROGRESS: at 15.40% examples, 256270 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:46,621 : INFO : EPOCH 5 - PROGRESS: at 15.70% examples, 256563 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:47,627 : INFO : EPOCH 5 - PROGRESS: at 15.93% examples, 256541 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:48,648 : INFO : EPOCH 5 - PROGRESS: at 16.17% examples, 256550 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:49,672 : INFO : EPOCH 5 - PROGRESS: at 16.50% examples, 256646 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:50,679 : INFO : EPOCH 5 - PROGRESS: at 16.78% examples, 256714 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:51,692 : INFO : EPOCH 5 - PROGRESS: at 16.98% examples, 256724 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:52,692 : INFO : EPOCH 5 - PROGRESS: at 17.27% examples, 256818 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:53,720 : INFO : EPOCH 5 - PROGRESS: at 17.62% examples, 256804 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:54,743 : INFO : EPOCH 5 - PROGRESS: at 17.93% examples, 256797 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:55,794 : INFO : EPOCH 5 - PROGRESS: at 18.23% examples, 256774 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:56,828 : INFO : EPOCH 5 - PROGRESS: at 18.51% examples, 256828 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:57,841 : INFO : EPOCH 5 - PROGRESS: at 18.85% examples, 256896 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:58,859 : INFO : EPOCH 5 - PROGRESS: at 19.05% examples, 257131 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:00:59,863 : INFO : EPOCH 5 - PROGRESS: at 19.20% examples, 257439 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:00,889 : INFO : EPOCH 5 - PROGRESS: at 19.37% examples, 257893 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:01,919 : INFO : EPOCH 5 - PROGRESS: at 19.65% examples, 257770 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:02,922 : INFO : EPOCH 5 - PROGRESS: at 19.92% examples, 257858 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:03,971 : INFO : EPOCH 5 - PROGRESS: at 20.21% examples, 257755 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:05,017 : INFO : EPOCH 5 - PROGRESS: at 20.56% examples, 257809 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:06,044 : INFO : EPOCH 5 - PROGRESS: at 20.95% examples, 257742 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:07,044 : INFO : EPOCH 5 - PROGRESS: at 21.26% examples, 257779 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:08,101 : INFO : EPOCH 5 - PROGRESS: at 21.54% examples, 257712 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:09,104 : INFO : EPOCH 5 - PROGRESS: at 21.83% examples, 257886 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:10,153 : INFO : EPOCH 5 - PROGRESS: at 22.21% examples, 257740 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:11,178 : INFO : EPOCH 5 - PROGRESS: at 22.64% examples, 257834 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:12,200 : INFO : EPOCH 5 - PROGRESS: at 23.00% examples, 257747 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:13,253 : INFO : EPOCH 5 - PROGRESS: at 23.31% examples, 257695 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:14,273 : INFO : EPOCH 5 - PROGRESS: at 23.66% examples, 257705 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:15,313 : INFO : EPOCH 5 - PROGRESS: at 24.02% examples, 257711 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:16,316 : INFO : EPOCH 5 - PROGRESS: at 24.34% examples, 257716 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:17,330 : INFO : EPOCH 5 - PROGRESS: at 24.70% examples, 257766 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:18,347 : INFO : EPOCH 5 - PROGRESS: at 25.06% examples, 257714 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:19,391 : INFO : EPOCH 5 - PROGRESS: at 25.41% examples, 257680 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:20,398 : INFO : EPOCH 5 - PROGRESS: at 25.72% examples, 257695 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:21,399 : INFO : EPOCH 5 - PROGRESS: at 26.10% examples, 257739 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:22,407 : INFO : EPOCH 5 - PROGRESS: at 26.46% examples, 257725 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:23,433 : INFO : EPOCH 5 - PROGRESS: at 26.79% examples, 257646 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:24,437 : INFO : EPOCH 5 - PROGRESS: at 27.10% examples, 257683 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:25,452 : INFO : EPOCH 5 - PROGRESS: at 27.42% examples, 257764 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:26,490 : INFO : EPOCH 5 - PROGRESS: at 27.68% examples, 257665 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:27,506 : INFO : EPOCH 5 - PROGRESS: at 28.04% examples, 257750 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:28,536 : INFO : EPOCH 5 - PROGRESS: at 28.32% examples, 257653 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:29,545 : INFO : EPOCH 5 - PROGRESS: at 28.66% examples, 257776 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:30,567 : INFO : EPOCH 5 - PROGRESS: at 29.00% examples, 257700 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:31,595 : INFO : EPOCH 5 - PROGRESS: at 29.38% examples, 257672 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:32,652 : INFO : EPOCH 5 - PROGRESS: at 29.73% examples, 257691 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:33,675 : INFO : EPOCH 5 - PROGRESS: at 30.06% examples, 257709 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:34,696 : INFO : EPOCH 5 - PROGRESS: at 30.45% examples, 257632 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:35,719 : INFO : EPOCH 5 - PROGRESS: at 30.83% examples, 257771 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:36,737 : INFO : EPOCH 5 - PROGRESS: at 31.26% examples, 257912 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:37,747 : INFO : EPOCH 5 - PROGRESS: at 31.54% examples, 257827 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:38,749 : INFO : EPOCH 5 - PROGRESS: at 31.91% examples, 257850 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:39,774 : INFO : EPOCH 5 - PROGRESS: at 32.21% examples, 257860 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:40,816 : INFO : EPOCH 5 - PROGRESS: at 32.55% examples, 257840 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:41,857 : INFO : EPOCH 5 - PROGRESS: at 32.91% examples, 257817 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:42,863 : INFO : EPOCH 5 - PROGRESS: at 33.19% examples, 257806 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:43,863 : INFO : EPOCH 5 - PROGRESS: at 33.61% examples, 257871 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:44,938 : INFO : EPOCH 5 - PROGRESS: at 34.00% examples, 257748 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:45,957 : INFO : EPOCH 5 - PROGRESS: at 34.33% examples, 257794 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:46,962 : INFO : EPOCH 5 - PROGRESS: at 34.68% examples, 257817 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:47,978 : INFO : EPOCH 5 - PROGRESS: at 35.05% examples, 257860 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:49,025 : INFO : EPOCH 5 - PROGRESS: at 35.45% examples, 257922 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:50,059 : INFO : EPOCH 5 - PROGRESS: at 35.78% examples, 257969 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:51,067 : INFO : EPOCH 5 - PROGRESS: at 36.10% examples, 258000 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:52,078 : INFO : EPOCH 5 - PROGRESS: at 36.47% examples, 257968 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:53,103 : INFO : EPOCH 5 - PROGRESS: at 36.85% examples, 257917 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:54,124 : INFO : EPOCH 5 - PROGRESS: at 37.27% examples, 257966 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:55,150 : INFO : EPOCH 5 - PROGRESS: at 37.61% examples, 257908 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:56,177 : INFO : EPOCH 5 - PROGRESS: at 37.97% examples, 257903 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:57,209 : INFO : EPOCH 5 - PROGRESS: at 38.38% examples, 257887 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:58,227 : INFO : EPOCH 5 - PROGRESS: at 38.78% examples, 257902 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:01:59,234 : INFO : EPOCH 5 - PROGRESS: at 39.15% examples, 257874 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:00,249 : INFO : EPOCH 5 - PROGRESS: at 39.52% examples, 257902 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:01,308 : INFO : EPOCH 5 - PROGRESS: at 39.88% examples, 257868 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:02,309 : INFO : EPOCH 5 - PROGRESS: at 40.21% examples, 257893 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:03,323 : INFO : EPOCH 5 - PROGRESS: at 40.55% examples, 257832 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:04,329 : INFO : EPOCH 5 - PROGRESS: at 40.94% examples, 257860 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:05,383 : INFO : EPOCH 5 - PROGRESS: at 41.35% examples, 257814 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:06,481 : INFO : EPOCH 5 - PROGRESS: at 41.73% examples, 257764 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:07,493 : INFO : EPOCH 5 - PROGRESS: at 42.12% examples, 257853 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:08,539 : INFO : EPOCH 5 - PROGRESS: at 42.48% examples, 257761 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:09,618 : INFO : EPOCH 5 - PROGRESS: at 42.82% examples, 257733 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:10,678 : INFO : EPOCH 5 - PROGRESS: at 43.13% examples, 257733 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:11,750 : INFO : EPOCH 5 - PROGRESS: at 43.44% examples, 257721 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:12,820 : INFO : EPOCH 5 - PROGRESS: at 43.77% examples, 257715 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:13,893 : INFO : EPOCH 5 - PROGRESS: at 44.08% examples, 257738 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:14,934 : INFO : EPOCH 5 - PROGRESS: at 44.42% examples, 257790 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:15,939 : INFO : EPOCH 5 - PROGRESS: at 44.76% examples, 257765 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:16,943 : INFO : EPOCH 5 - PROGRESS: at 45.01% examples, 257790 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:17,950 : INFO : EPOCH 5 - PROGRESS: at 45.28% examples, 257867 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:18,956 : INFO : EPOCH 5 - PROGRESS: at 45.62% examples, 257859 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:19,972 : INFO : EPOCH 5 - PROGRESS: at 45.95% examples, 257903 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:21,009 : INFO : EPOCH 5 - PROGRESS: at 46.23% examples, 257869 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:22,012 : INFO : EPOCH 5 - PROGRESS: at 46.50% examples, 257928 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:23,014 : INFO : EPOCH 5 - PROGRESS: at 46.88% examples, 257900 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:24,053 : INFO : EPOCH 5 - PROGRESS: at 47.19% examples, 257869 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:25,069 : INFO : EPOCH 5 - PROGRESS: at 47.56% examples, 257867 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:26,104 : INFO : EPOCH 5 - PROGRESS: at 47.90% examples, 257894 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:27,113 : INFO : EPOCH 5 - PROGRESS: at 48.28% examples, 257904 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:28,179 : INFO : EPOCH 5 - PROGRESS: at 48.67% examples, 257894 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:29,191 : INFO : EPOCH 5 - PROGRESS: at 49.00% examples, 257951 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:30,211 : INFO : EPOCH 5 - PROGRESS: at 49.27% examples, 257919 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:31,274 : INFO : EPOCH 5 - PROGRESS: at 49.61% examples, 257899 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:32,282 : INFO : EPOCH 5 - PROGRESS: at 49.95% examples, 257970 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:33,329 : INFO : EPOCH 5 - PROGRESS: at 50.23% examples, 257922 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:34,331 : INFO : EPOCH 5 - PROGRESS: at 50.50% examples, 257952 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:35,366 : INFO : EPOCH 5 - PROGRESS: at 50.70% examples, 257941 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:36,369 : INFO : EPOCH 5 - PROGRESS: at 50.98% examples, 257991 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:37,369 : INFO : EPOCH 5 - PROGRESS: at 51.31% examples, 257968 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:38,391 : INFO : EPOCH 5 - PROGRESS: at 51.65% examples, 257992 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:39,398 : INFO : EPOCH 5 - PROGRESS: at 51.96% examples, 258016 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:40,419 : INFO : EPOCH 5 - PROGRESS: at 52.31% examples, 257984 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:41,423 : INFO : EPOCH 5 - PROGRESS: at 52.53% examples, 258018 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:42,441 : INFO : EPOCH 5 - PROGRESS: at 52.88% examples, 257999 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:43,477 : INFO : EPOCH 5 - PROGRESS: at 53.27% examples, 258030 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:44,482 : INFO : EPOCH 5 - PROGRESS: at 53.61% examples, 258070 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:45,519 : INFO : EPOCH 5 - PROGRESS: at 53.82% examples, 258024 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:46,525 : INFO : EPOCH 5 - PROGRESS: at 54.15% examples, 258040 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:47,526 : INFO : EPOCH 5 - PROGRESS: at 54.40% examples, 258025 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:48,536 : INFO : EPOCH 5 - PROGRESS: at 54.70% examples, 258015 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:49,539 : INFO : EPOCH 5 - PROGRESS: at 55.02% examples, 258068 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:50,581 : INFO : EPOCH 5 - PROGRESS: at 55.22% examples, 258037 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:51,581 : INFO : EPOCH 5 - PROGRESS: at 55.55% examples, 258052 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:52,600 : INFO : EPOCH 5 - PROGRESS: at 55.98% examples, 258030 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:53,604 : INFO : EPOCH 5 - PROGRESS: at 56.33% examples, 258034 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:54,652 : INFO : EPOCH 5 - PROGRESS: at 56.62% examples, 258016 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:55,673 : INFO : EPOCH 5 - PROGRESS: at 56.92% examples, 258037 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:56,703 : INFO : EPOCH 5 - PROGRESS: at 57.21% examples, 258045 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:57,708 : INFO : EPOCH 5 - PROGRESS: at 57.39% examples, 258047 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:58,725 : INFO : EPOCH 5 - PROGRESS: at 57.67% examples, 258059 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:02:59,725 : INFO : EPOCH 5 - PROGRESS: at 57.94% examples, 258074 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:00,730 : INFO : EPOCH 5 - PROGRESS: at 58.25% examples, 258077 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:01,746 : INFO : EPOCH 5 - PROGRESS: at 58.48% examples, 258088 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:02,785 : INFO : EPOCH 5 - PROGRESS: at 58.67% examples, 258072 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:03,828 : INFO : EPOCH 5 - PROGRESS: at 58.97% examples, 258062 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:04,855 : INFO : EPOCH 5 - PROGRESS: at 59.32% examples, 258045 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:05,924 : INFO : EPOCH 5 - PROGRESS: at 59.62% examples, 258045 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:06,964 : INFO : EPOCH 5 - PROGRESS: at 59.99% examples, 258061 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:07,969 : INFO : EPOCH 5 - PROGRESS: at 60.32% examples, 258084 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:08,995 : INFO : EPOCH 5 - PROGRESS: at 60.55% examples, 258064 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:10,000 : INFO : EPOCH 5 - PROGRESS: at 60.86% examples, 258066 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:11,016 : INFO : EPOCH 5 - PROGRESS: at 61.16% examples, 258089 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:12,031 : INFO : EPOCH 5 - PROGRESS: at 61.48% examples, 258075 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:13,036 : INFO : EPOCH 5 - PROGRESS: at 61.76% examples, 258086 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:14,049 : INFO : EPOCH 5 - PROGRESS: at 62.11% examples, 258074 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:15,054 : INFO : EPOCH 5 - PROGRESS: at 62.45% examples, 258114 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:16,087 : INFO : EPOCH 5 - PROGRESS: at 62.71% examples, 258093 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:17,092 : INFO : EPOCH 5 - PROGRESS: at 63.08% examples, 258114 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:18,106 : INFO : EPOCH 5 - PROGRESS: at 63.41% examples, 258109 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:19,113 : INFO : EPOCH 5 - PROGRESS: at 63.72% examples, 258119 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:20,134 : INFO : EPOCH 5 - PROGRESS: at 63.95% examples, 258114 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:21,144 : INFO : EPOCH 5 - PROGRESS: at 64.20% examples, 258093 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:22,152 : INFO : EPOCH 5 - PROGRESS: at 64.53% examples, 258083 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:23,158 : INFO : EPOCH 5 - PROGRESS: at 64.86% examples, 258117 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:24,171 : INFO : EPOCH 5 - PROGRESS: at 65.03% examples, 258104 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:25,201 : INFO : EPOCH 5 - PROGRESS: at 65.26% examples, 258100 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:26,220 : INFO : EPOCH 5 - PROGRESS: at 65.57% examples, 258096 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:27,258 : INFO : EPOCH 5 - PROGRESS: at 65.86% examples, 258081 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:28,289 : INFO : EPOCH 5 - PROGRESS: at 66.25% examples, 258092 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:29,293 : INFO : EPOCH 5 - PROGRESS: at 66.57% examples, 258111 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:30,315 : INFO : EPOCH 5 - PROGRESS: at 66.88% examples, 258107 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:31,344 : INFO : EPOCH 5 - PROGRESS: at 67.19% examples, 258075 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:32,365 : INFO : EPOCH 5 - PROGRESS: at 67.56% examples, 258128 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:33,402 : INFO : EPOCH 5 - PROGRESS: at 67.91% examples, 258084 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:34,422 : INFO : EPOCH 5 - PROGRESS: at 68.26% examples, 258089 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:35,454 : INFO : EPOCH 5 - PROGRESS: at 68.51% examples, 258092 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:36,467 : INFO : EPOCH 5 - PROGRESS: at 68.87% examples, 258112 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:37,492 : INFO : EPOCH 5 - PROGRESS: at 69.13% examples, 258077 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:38,540 : INFO : EPOCH 5 - PROGRESS: at 69.40% examples, 258040 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:39,587 : INFO : EPOCH 5 - PROGRESS: at 69.76% examples, 258030 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:40,632 : INFO : EPOCH 5 - PROGRESS: at 69.98% examples, 258015 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:41,683 : INFO : EPOCH 5 - PROGRESS: at 70.26% examples, 257974 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:42,717 : INFO : EPOCH 5 - PROGRESS: at 70.52% examples, 257860 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:43,772 : INFO : EPOCH 5 - PROGRESS: at 70.81% examples, 257643 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:44,781 : INFO : EPOCH 5 - PROGRESS: at 71.02% examples, 257526 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:45,796 : INFO : EPOCH 5 - PROGRESS: at 71.29% examples, 257587 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:46,821 : INFO : EPOCH 5 - PROGRESS: at 71.52% examples, 257551 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:47,883 : INFO : EPOCH 5 - PROGRESS: at 71.94% examples, 257551 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:48,895 : INFO : EPOCH 5 - PROGRESS: at 72.26% examples, 257564 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:49,965 : INFO : EPOCH 5 - PROGRESS: at 72.54% examples, 257561 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:51,028 : INFO : EPOCH 5 - PROGRESS: at 72.80% examples, 257603 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:52,050 : INFO : EPOCH 5 - PROGRESS: at 73.04% examples, 257641 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:53,082 : INFO : EPOCH 5 - PROGRESS: at 73.35% examples, 257619 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:54,097 : INFO : EPOCH 5 - PROGRESS: at 73.71% examples, 257654 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:55,113 : INFO : EPOCH 5 - PROGRESS: at 73.99% examples, 257638 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:56,120 : INFO : EPOCH 5 - PROGRESS: at 74.26% examples, 257637 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:57,137 : INFO : EPOCH 5 - PROGRESS: at 74.52% examples, 257647 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:58,140 : INFO : EPOCH 5 - PROGRESS: at 74.77% examples, 257660 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:03:59,152 : INFO : EPOCH 5 - PROGRESS: at 75.10% examples, 257656 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:00,230 : INFO : EPOCH 5 - PROGRESS: at 75.38% examples, 257615 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:01,230 : INFO : EPOCH 5 - PROGRESS: at 75.67% examples, 257678 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:02,275 : INFO : EPOCH 5 - PROGRESS: at 75.94% examples, 257651 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:03,281 : INFO : EPOCH 5 - PROGRESS: at 76.27% examples, 257648 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:04,321 : INFO : EPOCH 5 - PROGRESS: at 76.66% examples, 257668 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:05,362 : INFO : EPOCH 5 - PROGRESS: at 77.02% examples, 257635 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:06,387 : INFO : EPOCH 5 - PROGRESS: at 77.29% examples, 257656 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:07,433 : INFO : EPOCH 5 - PROGRESS: at 77.65% examples, 257670 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:08,442 : INFO : EPOCH 5 - PROGRESS: at 77.98% examples, 257673 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:09,473 : INFO : EPOCH 5 - PROGRESS: at 78.26% examples, 257669 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:10,489 : INFO : EPOCH 5 - PROGRESS: at 78.57% examples, 257652 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:11,494 : INFO : EPOCH 5 - PROGRESS: at 78.91% examples, 257665 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:12,524 : INFO : EPOCH 5 - PROGRESS: at 79.24% examples, 257651 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:13,532 : INFO : EPOCH 5 - PROGRESS: at 79.39% examples, 257698 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:14,540 : INFO : EPOCH 5 - PROGRESS: at 79.44% examples, 257725 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:15,557 : INFO : EPOCH 5 - PROGRESS: at 79.57% examples, 257756 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:16,571 : INFO : EPOCH 5 - PROGRESS: at 79.88% examples, 257757 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:17,595 : INFO : EPOCH 5 - PROGRESS: at 80.20% examples, 257771 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:18,599 : INFO : EPOCH 5 - PROGRESS: at 80.56% examples, 257788 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:19,601 : INFO : EPOCH 5 - PROGRESS: at 80.84% examples, 257778 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:20,620 : INFO : EPOCH 5 - PROGRESS: at 81.19% examples, 257788 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:21,649 : INFO : EPOCH 5 - PROGRESS: at 81.46% examples, 257781 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:22,654 : INFO : EPOCH 5 - PROGRESS: at 81.76% examples, 257786 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:23,658 : INFO : EPOCH 5 - PROGRESS: at 82.02% examples, 257797 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:24,681 : INFO : EPOCH 5 - PROGRESS: at 82.35% examples, 257767 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:25,728 : INFO : EPOCH 5 - PROGRESS: at 82.73% examples, 257784 words/s, in_qsize 8, out_qsize 0
2020-08-16 10:04:26,729 : INFO : EPOCH 5 - PROGRESS: at 83.11% examples, 257803 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:27,761 : INFO : EPOCH 5 - PROGRESS: at 83.43% examples, 257782 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:28,801 : INFO : EPOCH 5 - PROGRESS: at 83.67% examples, 257782 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:29,843 : INFO : EPOCH 5 - PROGRESS: at 84.00% examples, 257790 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:30,878 : INFO : EPOCH 5 - PROGRESS: at 84.19% examples, 257811 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:31,889 : INFO : EPOCH 5 - PROGRESS: at 84.52% examples, 257814 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:32,907 : INFO : EPOCH 5 - PROGRESS: at 84.85% examples, 257824 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:33,927 : INFO : EPOCH 5 - PROGRESS: at 85.25% examples, 257813 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:34,936 : INFO : EPOCH 5 - PROGRESS: at 85.59% examples, 257841 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:35,977 : INFO : EPOCH 5 - PROGRESS: at 85.88% examples, 257799 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:36,980 : INFO : EPOCH 5 - PROGRESS: at 86.18% examples, 257813 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:37,999 : INFO : EPOCH 5 - PROGRESS: at 86.49% examples, 257798 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:39,042 : INFO : EPOCH 5 - PROGRESS: at 86.79% examples, 257785 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:40,046 : INFO : EPOCH 5 - PROGRESS: at 87.06% examples, 257801 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:41,051 : INFO : EPOCH 5 - PROGRESS: at 87.32% examples, 257793 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:42,055 : INFO : EPOCH 5 - PROGRESS: at 87.67% examples, 257799 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:43,084 : INFO : EPOCH 5 - PROGRESS: at 88.00% examples, 257788 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:44,108 : INFO : EPOCH 5 - PROGRESS: at 88.31% examples, 257806 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:45,133 : INFO : EPOCH 5 - PROGRESS: at 88.63% examples, 257798 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:46,137 : INFO : EPOCH 5 - PROGRESS: at 88.98% examples, 257790 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:47,142 : INFO : EPOCH 5 - PROGRESS: at 89.29% examples, 257805 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:48,145 : INFO : EPOCH 5 - PROGRESS: at 89.57% examples, 257816 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:49,168 : INFO : EPOCH 5 - PROGRESS: at 89.85% examples, 257797 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:50,179 : INFO : EPOCH 5 - PROGRESS: at 90.22% examples, 257812 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:51,182 : INFO : EPOCH 5 - PROGRESS: at 90.48% examples, 257805 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:52,183 : INFO : EPOCH 5 - PROGRESS: at 90.79% examples, 257799 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:53,193 : INFO : EPOCH 5 - PROGRESS: at 91.13% examples, 257791 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:54,204 : INFO : EPOCH 5 - PROGRESS: at 91.41% examples, 257794 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:55,213 : INFO : EPOCH 5 - PROGRESS: at 91.49% examples, 257843 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:56,241 : INFO : EPOCH 5 - PROGRESS: at 91.90% examples, 257818 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:57,249 : INFO : EPOCH 5 - PROGRESS: at 92.24% examples, 257808 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:58,292 : INFO : EPOCH 5 - PROGRESS: at 92.57% examples, 257805 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:04:59,350 : INFO : EPOCH 5 - PROGRESS: at 92.80% examples, 257814 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:00,406 : INFO : EPOCH 5 - PROGRESS: at 93.10% examples, 257808 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:01,420 : INFO : EPOCH 5 - PROGRESS: at 93.38% examples, 257831 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:02,454 : INFO : EPOCH 5 - PROGRESS: at 93.73% examples, 257820 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:03,492 : INFO : EPOCH 5 - PROGRESS: at 94.05% examples, 257820 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:04,513 : INFO : EPOCH 5 - PROGRESS: at 94.34% examples, 257813 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:05,525 : INFO : EPOCH 5 - PROGRESS: at 94.70% examples, 257815 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:06,548 : INFO : EPOCH 5 - PROGRESS: at 94.99% examples, 257813 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:07,556 : INFO : EPOCH 5 - PROGRESS: at 95.17% examples, 257833 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:08,589 : INFO : EPOCH 5 - PROGRESS: at 95.43% examples, 257820 words/s, in_qsize 8, out_qsize 0
2020-08-16 10:05:09,593 : INFO : EPOCH 5 - PROGRESS: at 95.77% examples, 257837 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:10,614 : INFO : EPOCH 5 - PROGRESS: at 96.07% examples, 257832 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:11,656 : INFO : EPOCH 5 - PROGRESS: at 96.41% examples, 257806 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:12,688 : INFO : EPOCH 5 - PROGRESS: at 96.59% examples, 257837 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:13,705 : INFO : EPOCH 5 - PROGRESS: at 96.93% examples, 257844 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:14,731 : INFO : EPOCH 5 - PROGRESS: at 97.19% examples, 257855 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:15,753 : INFO : EPOCH 5 - PROGRESS: at 97.43% examples, 257877 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:16,765 : INFO : EPOCH 5 - PROGRESS: at 97.61% examples, 257868 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:17,790 : INFO : EPOCH 5 - PROGRESS: at 97.68% examples, 257906 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:18,801 : INFO : EPOCH 5 - PROGRESS: at 97.88% examples, 257904 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:19,823 : INFO : EPOCH 5 - PROGRESS: at 98.25% examples, 257906 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:20,865 : INFO : EPOCH 5 - PROGRESS: at 98.64% examples, 257902 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:21,878 : INFO : EPOCH 5 - PROGRESS: at 98.98% examples, 257894 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:22,918 : INFO : EPOCH 5 - PROGRESS: at 99.34% examples, 257889 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:23,944 : INFO : EPOCH 5 - PROGRESS: at 99.70% examples, 257891 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:24,703 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 10:05:24,714 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 10:05:24,733 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 10:05:24,746 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 10:05:24,747 : INFO : EPOCH - 5 : training on 120798425 raw words (86542835 effective words) took 335.5s, 257914 effective words/s
2020-08-16 10:05:25,820 : INFO : EPOCH 6 - PROGRESS: at 0.25% examples, 235807 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:26,875 : INFO : EPOCH 6 - PROGRESS: at 0.45% examples, 248336 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:27,909 : INFO : EPOCH 6 - PROGRESS: at 0.67% examples, 251277 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:28,979 : INFO : EPOCH 6 - PROGRESS: at 0.90% examples, 253650 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:30,045 : INFO : EPOCH 6 - PROGRESS: at 1.31% examples, 254247 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:31,114 : INFO : EPOCH 6 - PROGRESS: at 1.57% examples, 255584 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:32,187 : INFO : EPOCH 6 - PROGRESS: at 1.93% examples, 255611 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:33,198 : INFO : EPOCH 6 - PROGRESS: at 2.26% examples, 256754 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:34,212 : INFO : EPOCH 6 - PROGRESS: at 2.52% examples, 256616 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:35,227 : INFO : EPOCH 6 - PROGRESS: at 2.78% examples, 257206 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:36,275 : INFO : EPOCH 6 - PROGRESS: at 3.13% examples, 256409 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:37,289 : INFO : EPOCH 6 - PROGRESS: at 3.43% examples, 256781 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:38,296 : INFO : EPOCH 6 - PROGRESS: at 3.80% examples, 257090 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:39,356 : INFO : EPOCH 6 - PROGRESS: at 4.20% examples, 256622 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:40,363 : INFO : EPOCH 6 - PROGRESS: at 4.61% examples, 256913 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:41,416 : INFO : EPOCH 6 - PROGRESS: at 4.98% examples, 256539 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:42,431 : INFO : EPOCH 6 - PROGRESS: at 5.22% examples, 256892 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:43,440 : INFO : EPOCH 6 - PROGRESS: at 5.55% examples, 257609 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:44,449 : INFO : EPOCH 6 - PROGRESS: at 5.83% examples, 256983 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:45,469 : INFO : EPOCH 6 - PROGRESS: at 6.09% examples, 257703 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:46,486 : INFO : EPOCH 6 - PROGRESS: at 6.32% examples, 257377 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:47,508 : INFO : EPOCH 6 - PROGRESS: at 6.58% examples, 257622 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:48,548 : INFO : EPOCH 6 - PROGRESS: at 6.88% examples, 257442 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:49,570 : INFO : EPOCH 6 - PROGRESS: at 7.21% examples, 257623 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:50,580 : INFO : EPOCH 6 - PROGRESS: at 7.55% examples, 257534 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:51,616 : INFO : EPOCH 6 - PROGRESS: at 7.86% examples, 257445 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:52,635 : INFO : EPOCH 6 - PROGRESS: at 8.13% examples, 257671 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:53,698 : INFO : EPOCH 6 - PROGRESS: at 8.34% examples, 257561 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:54,765 : INFO : EPOCH 6 - PROGRESS: at 8.61% examples, 257613 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:55,826 : INFO : EPOCH 6 - PROGRESS: at 8.85% examples, 257899 words/s, in_qsize 8, out_qsize 1
2020-08-16 10:05:56,882 : INFO : EPOCH 6 - PROGRESS: at 9.24% examples, 257959 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:57,906 : INFO : EPOCH 6 - PROGRESS: at 9.58% examples, 258115 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:58,910 : INFO : EPOCH 6 - PROGRESS: at 9.81% examples, 257938 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:05:59,910 : INFO : EPOCH 6 - PROGRESS: at 10.05% examples, 258121 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:00,912 : INFO : EPOCH 6 - PROGRESS: at 10.28% examples, 258196 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:01,917 : INFO : EPOCH 6 - PROGRESS: at 10.50% examples, 258292 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:02,942 : INFO : EPOCH 6 - PROGRESS: at 10.70% examples, 258390 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:03,969 : INFO : EPOCH 6 - PROGRESS: at 10.93% examples, 258139 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:04,974 : INFO : EPOCH 6 - PROGRESS: at 11.14% examples, 258593 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:05,985 : INFO : EPOCH 6 - PROGRESS: at 11.36% examples, 258454 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:07,009 : INFO : EPOCH 6 - PROGRESS: at 11.58% examples, 258571 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:08,030 : INFO : EPOCH 6 - PROGRESS: at 11.80% examples, 258575 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:09,079 : INFO : EPOCH 6 - PROGRESS: at 12.02% examples, 258588 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:10,129 : INFO : EPOCH 6 - PROGRESS: at 12.26% examples, 258680 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:11,157 : INFO : EPOCH 6 - PROGRESS: at 12.57% examples, 258669 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:12,159 : INFO : EPOCH 6 - PROGRESS: at 12.90% examples, 258616 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:13,207 : INFO : EPOCH 6 - PROGRESS: at 13.18% examples, 258555 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:14,281 : INFO : EPOCH 6 - PROGRESS: at 13.49% examples, 258406 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:15,316 : INFO : EPOCH 6 - PROGRESS: at 13.77% examples, 258551 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:16,380 : INFO : EPOCH 6 - PROGRESS: at 14.09% examples, 258380 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:17,436 : INFO : EPOCH 6 - PROGRESS: at 14.39% examples, 258416 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:18,478 : INFO : EPOCH 6 - PROGRESS: at 14.71% examples, 258498 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:19,498 : INFO : EPOCH 6 - PROGRESS: at 14.99% examples, 258539 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:20,519 : INFO : EPOCH 6 - PROGRESS: at 15.33% examples, 258415 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:21,567 : INFO : EPOCH 6 - PROGRESS: at 15.62% examples, 258469 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:22,580 : INFO : EPOCH 6 - PROGRESS: at 15.89% examples, 258516 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:23,591 : INFO : EPOCH 6 - PROGRESS: at 16.13% examples, 258549 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:24,642 : INFO : EPOCH 6 - PROGRESS: at 16.43% examples, 258516 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:25,660 : INFO : EPOCH 6 - PROGRESS: at 16.74% examples, 258509 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:26,673 : INFO : EPOCH 6 - PROGRESS: at 16.95% examples, 258599 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:27,683 : INFO : EPOCH 6 - PROGRESS: at 17.26% examples, 258589 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:28,717 : INFO : EPOCH 6 - PROGRESS: at 17.58% examples, 258560 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:29,721 : INFO : EPOCH 6 - PROGRESS: at 17.88% examples, 258600 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:30,742 : INFO : EPOCH 6 - PROGRESS: at 18.18% examples, 258540 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:31,745 : INFO : EPOCH 6 - PROGRESS: at 18.46% examples, 258463 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:32,770 : INFO : EPOCH 6 - PROGRESS: at 18.78% examples, 258477 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:33,785 : INFO : EPOCH 6 - PROGRESS: at 19.02% examples, 258610 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:34,789 : INFO : EPOCH 6 - PROGRESS: at 19.17% examples, 259069 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:35,805 : INFO : EPOCH 6 - PROGRESS: at 19.32% examples, 259427 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:36,837 : INFO : EPOCH 6 - PROGRESS: at 19.60% examples, 259309 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:37,839 : INFO : EPOCH 6 - PROGRESS: at 19.88% examples, 259388 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:38,876 : INFO : EPOCH 6 - PROGRESS: at 20.17% examples, 259271 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:39,877 : INFO : EPOCH 6 - PROGRESS: at 20.46% examples, 259316 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:40,887 : INFO : EPOCH 6 - PROGRESS: at 20.84% examples, 259270 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:41,944 : INFO : EPOCH 6 - PROGRESS: at 21.20% examples, 259176 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:42,948 : INFO : EPOCH 6 - PROGRESS: at 21.48% examples, 259147 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:43,991 : INFO : EPOCH 6 - PROGRESS: at 21.74% examples, 259114 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:45,004 : INFO : EPOCH 6 - PROGRESS: at 22.09% examples, 259165 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:46,062 : INFO : EPOCH 6 - PROGRESS: at 22.53% examples, 259046 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:47,063 : INFO : EPOCH 6 - PROGRESS: at 22.91% examples, 259103 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:48,068 : INFO : EPOCH 6 - PROGRESS: at 23.22% examples, 259047 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:49,071 : INFO : EPOCH 6 - PROGRESS: at 23.54% examples, 258974 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:50,074 : INFO : EPOCH 6 - PROGRESS: at 23.90% examples, 258969 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:51,074 : INFO : EPOCH 6 - PROGRESS: at 24.24% examples, 259008 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:52,109 : INFO : EPOCH 6 - PROGRESS: at 24.56% examples, 258914 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:53,149 : INFO : EPOCH 6 - PROGRESS: at 24.94% examples, 258908 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:54,162 : INFO : EPOCH 6 - PROGRESS: at 25.26% examples, 258815 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:55,166 : INFO : EPOCH 6 - PROGRESS: at 25.63% examples, 258942 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:56,183 : INFO : EPOCH 6 - PROGRESS: at 25.94% examples, 258822 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:57,221 : INFO : EPOCH 6 - PROGRESS: at 26.36% examples, 258838 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:58,270 : INFO : EPOCH 6 - PROGRESS: at 26.66% examples, 258712 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:06:59,270 : INFO : EPOCH 6 - PROGRESS: at 27.03% examples, 258599 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:00,278 : INFO : EPOCH 6 - PROGRESS: at 27.26% examples, 258614 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:01,321 : INFO : EPOCH 6 - PROGRESS: at 27.54% examples, 258411 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:02,376 : INFO : EPOCH 6 - PROGRESS: at 27.86% examples, 258249 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:03,389 : INFO : EPOCH 6 - PROGRESS: at 28.15% examples, 257820 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:04,403 : INFO : EPOCH 6 - PROGRESS: at 28.37% examples, 257304 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:05,432 : INFO : EPOCH 6 - PROGRESS: at 28.71% examples, 257363 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:06,445 : INFO : EPOCH 6 - PROGRESS: at 29.08% examples, 257308 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:07,524 : INFO : EPOCH 6 - PROGRESS: at 29.46% examples, 257287 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:08,573 : INFO : EPOCH 6 - PROGRESS: at 29.81% examples, 257346 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:09,606 : INFO : EPOCH 6 - PROGRESS: at 30.13% examples, 257340 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:10,616 : INFO : EPOCH 6 - PROGRESS: at 30.53% examples, 257299 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:11,635 : INFO : EPOCH 6 - PROGRESS: at 30.93% examples, 257486 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:12,660 : INFO : EPOCH 6 - PROGRESS: at 31.35% examples, 257556 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:13,675 : INFO : EPOCH 6 - PROGRESS: at 31.59% examples, 257471 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:14,685 : INFO : EPOCH 6 - PROGRESS: at 31.96% examples, 257515 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:15,710 : INFO : EPOCH 6 - PROGRESS: at 32.27% examples, 257502 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:16,746 : INFO : EPOCH 6 - PROGRESS: at 32.64% examples, 257501 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:17,805 : INFO : EPOCH 6 - PROGRESS: at 32.97% examples, 257451 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:18,806 : INFO : EPOCH 6 - PROGRESS: at 33.29% examples, 257502 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:19,840 : INFO : EPOCH 6 - PROGRESS: at 33.71% examples, 257484 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:20,861 : INFO : EPOCH 6 - PROGRESS: at 34.06% examples, 257477 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:21,883 : INFO : EPOCH 6 - PROGRESS: at 34.40% examples, 257420 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:22,895 : INFO : EPOCH 6 - PROGRESS: at 34.75% examples, 257428 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:23,918 : INFO : EPOCH 6 - PROGRESS: at 35.13% examples, 257505 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:24,962 : INFO : EPOCH 6 - PROGRESS: at 35.53% examples, 257585 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:25,963 : INFO : EPOCH 6 - PROGRESS: at 35.84% examples, 257647 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:26,968 : INFO : EPOCH 6 - PROGRESS: at 36.16% examples, 257629 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:27,972 : INFO : EPOCH 6 - PROGRESS: at 36.52% examples, 257623 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:29,025 : INFO : EPOCH 6 - PROGRESS: at 36.93% examples, 257565 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:30,030 : INFO : EPOCH 6 - PROGRESS: at 37.31% examples, 257538 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:31,057 : INFO : EPOCH 6 - PROGRESS: at 37.67% examples, 257544 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:32,074 : INFO : EPOCH 6 - PROGRESS: at 38.04% examples, 257558 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:33,100 : INFO : EPOCH 6 - PROGRESS: at 38.43% examples, 257561 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:34,117 : INFO : EPOCH 6 - PROGRESS: at 38.82% examples, 257512 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:35,120 : INFO : EPOCH 6 - PROGRESS: at 39.21% examples, 257558 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:36,192 : INFO : EPOCH 6 - PROGRESS: at 39.57% examples, 257504 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:37,201 : INFO : EPOCH 6 - PROGRESS: at 39.93% examples, 257500 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:38,216 : INFO : EPOCH 6 - PROGRESS: at 40.25% examples, 257491 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:39,222 : INFO : EPOCH 6 - PROGRESS: at 40.64% examples, 257557 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:40,275 : INFO : EPOCH 6 - PROGRESS: at 41.00% examples, 257453 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:41,275 : INFO : EPOCH 6 - PROGRESS: at 41.40% examples, 257505 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:42,341 : INFO : EPOCH 6 - PROGRESS: at 41.78% examples, 257420 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:43,350 : INFO : EPOCH 6 - PROGRESS: at 42.14% examples, 257465 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:44,395 : INFO : EPOCH 6 - PROGRESS: at 42.53% examples, 257431 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:45,399 : INFO : EPOCH 6 - PROGRESS: at 42.84% examples, 257445 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:46,428 : INFO : EPOCH 6 - PROGRESS: at 43.13% examples, 257407 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:47,428 : INFO : EPOCH 6 - PROGRESS: at 43.43% examples, 257424 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:48,457 : INFO : EPOCH 6 - PROGRESS: at 43.74% examples, 257400 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:49,534 : INFO : EPOCH 6 - PROGRESS: at 44.05% examples, 257416 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:50,585 : INFO : EPOCH 6 - PROGRESS: at 44.39% examples, 257452 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:51,586 : INFO : EPOCH 6 - PROGRESS: at 44.73% examples, 257434 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:52,591 : INFO : EPOCH 6 - PROGRESS: at 44.99% examples, 257455 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:53,600 : INFO : EPOCH 6 - PROGRESS: at 45.25% examples, 257539 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:54,601 : INFO : EPOCH 6 - PROGRESS: at 45.57% examples, 257527 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:55,638 : INFO : EPOCH 6 - PROGRESS: at 45.91% examples, 257545 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:56,656 : INFO : EPOCH 6 - PROGRESS: at 46.20% examples, 257546 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:57,657 : INFO : EPOCH 6 - PROGRESS: at 46.44% examples, 257573 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:58,659 : INFO : EPOCH 6 - PROGRESS: at 46.85% examples, 257549 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:07:59,708 : INFO : EPOCH 6 - PROGRESS: at 47.16% examples, 257544 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:00,709 : INFO : EPOCH 6 - PROGRESS: at 47.51% examples, 257567 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:01,767 : INFO : EPOCH 6 - PROGRESS: at 47.87% examples, 257542 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:02,772 : INFO : EPOCH 6 - PROGRESS: at 48.24% examples, 257621 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:03,799 : INFO : EPOCH 6 - PROGRESS: at 48.65% examples, 257601 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:04,801 : INFO : EPOCH 6 - PROGRESS: at 48.97% examples, 257625 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:05,854 : INFO : EPOCH 6 - PROGRESS: at 49.21% examples, 257578 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:06,862 : INFO : EPOCH 6 - PROGRESS: at 49.60% examples, 257654 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:07,913 : INFO : EPOCH 6 - PROGRESS: at 49.91% examples, 257570 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:08,914 : INFO : EPOCH 6 - PROGRESS: at 50.18% examples, 257636 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:09,970 : INFO : EPOCH 6 - PROGRESS: at 50.45% examples, 257588 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:10,992 : INFO : EPOCH 6 - PROGRESS: at 50.66% examples, 257639 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:12,006 : INFO : EPOCH 6 - PROGRESS: at 50.94% examples, 257616 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:13,056 : INFO : EPOCH 6 - PROGRESS: at 51.28% examples, 257628 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:14,087 : INFO : EPOCH 6 - PROGRESS: at 51.62% examples, 257640 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:15,129 : INFO : EPOCH 6 - PROGRESS: at 51.92% examples, 257648 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:16,145 : INFO : EPOCH 6 - PROGRESS: at 52.29% examples, 257664 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:17,188 : INFO : EPOCH 6 - PROGRESS: at 52.52% examples, 257638 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:18,198 : INFO : EPOCH 6 - PROGRESS: at 52.87% examples, 257677 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:19,200 : INFO : EPOCH 6 - PROGRESS: at 53.24% examples, 257678 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:20,216 : INFO : EPOCH 6 - PROGRESS: at 53.59% examples, 257713 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:21,242 : INFO : EPOCH 6 - PROGRESS: at 53.80% examples, 257671 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:22,247 : INFO : EPOCH 6 - PROGRESS: at 54.13% examples, 257738 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:23,263 : INFO : EPOCH 6 - PROGRESS: at 54.37% examples, 257701 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:24,286 : INFO : EPOCH 6 - PROGRESS: at 54.69% examples, 257714 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:25,321 : INFO : EPOCH 6 - PROGRESS: at 55.00% examples, 257682 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:26,383 : INFO : EPOCH 6 - PROGRESS: at 55.22% examples, 257702 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:27,390 : INFO : EPOCH 6 - PROGRESS: at 55.56% examples, 257748 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:28,405 : INFO : EPOCH 6 - PROGRESS: at 55.98% examples, 257696 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:29,466 : INFO : EPOCH 6 - PROGRESS: at 56.35% examples, 257700 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:30,469 : INFO : EPOCH 6 - PROGRESS: at 56.63% examples, 257707 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:31,489 : INFO : EPOCH 6 - PROGRESS: at 56.92% examples, 257734 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:32,514 : INFO : EPOCH 6 - PROGRESS: at 57.21% examples, 257709 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:33,518 : INFO : EPOCH 6 - PROGRESS: at 57.40% examples, 257754 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:34,528 : INFO : EPOCH 6 - PROGRESS: at 57.67% examples, 257738 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:35,545 : INFO : EPOCH 6 - PROGRESS: at 57.94% examples, 257731 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:36,551 : INFO : EPOCH 6 - PROGRESS: at 58.25% examples, 257772 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:37,568 : INFO : EPOCH 6 - PROGRESS: at 58.48% examples, 257749 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:38,592 : INFO : EPOCH 6 - PROGRESS: at 58.67% examples, 257754 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:39,629 : INFO : EPOCH 6 - PROGRESS: at 58.97% examples, 257753 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:40,655 : INFO : EPOCH 6 - PROGRESS: at 59.32% examples, 257739 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:41,659 : INFO : EPOCH 6 - PROGRESS: at 59.61% examples, 257799 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:42,679 : INFO : EPOCH 6 - PROGRESS: at 59.95% examples, 257739 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:43,757 : INFO : EPOCH 6 - PROGRESS: at 60.30% examples, 257730 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:44,821 : INFO : EPOCH 6 - PROGRESS: at 60.55% examples, 257735 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:45,827 : INFO : EPOCH 6 - PROGRESS: at 60.86% examples, 257738 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:46,833 : INFO : EPOCH 6 - PROGRESS: at 61.16% examples, 257774 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:47,864 : INFO : EPOCH 6 - PROGRESS: at 61.48% examples, 257741 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:48,864 : INFO : EPOCH 6 - PROGRESS: at 61.76% examples, 257759 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:49,885 : INFO : EPOCH 6 - PROGRESS: at 62.12% examples, 257775 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:50,902 : INFO : EPOCH 6 - PROGRESS: at 62.45% examples, 257768 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:51,904 : INFO : EPOCH 6 - PROGRESS: at 62.71% examples, 257787 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:52,930 : INFO : EPOCH 6 - PROGRESS: at 63.08% examples, 257783 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:53,931 : INFO : EPOCH 6 - PROGRESS: at 63.41% examples, 257794 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:54,936 : INFO : EPOCH 6 - PROGRESS: at 63.72% examples, 257808 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:55,960 : INFO : EPOCH 6 - PROGRESS: at 63.95% examples, 257800 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:56,974 : INFO : EPOCH 6 - PROGRESS: at 64.20% examples, 257774 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:57,975 : INFO : EPOCH 6 - PROGRESS: at 64.53% examples, 257772 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:58,984 : INFO : EPOCH 6 - PROGRESS: at 64.86% examples, 257802 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:08:59,999 : INFO : EPOCH 6 - PROGRESS: at 65.03% examples, 257790 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:01,028 : INFO : EPOCH 6 - PROGRESS: at 65.26% examples, 257787 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:02,034 : INFO : EPOCH 6 - PROGRESS: at 65.57% examples, 257800 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:03,090 : INFO : EPOCH 6 - PROGRESS: at 65.86% examples, 257767 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:04,107 : INFO : EPOCH 6 - PROGRESS: at 66.26% examples, 257795 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:05,110 : INFO : EPOCH 6 - PROGRESS: at 66.57% examples, 257818 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:06,126 : INFO : EPOCH 6 - PROGRESS: at 66.88% examples, 257802 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:07,163 : INFO : EPOCH 6 - PROGRESS: at 67.19% examples, 257782 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:08,196 : INFO : EPOCH 6 - PROGRESS: at 67.56% examples, 257791 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:09,231 : INFO : EPOCH 6 - PROGRESS: at 67.91% examples, 257797 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:10,261 : INFO : EPOCH 6 - PROGRESS: at 68.26% examples, 257775 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:11,302 : INFO : EPOCH 6 - PROGRESS: at 68.51% examples, 257771 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:12,304 : INFO : EPOCH 6 - PROGRESS: at 68.87% examples, 257803 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:13,325 : INFO : EPOCH 6 - PROGRESS: at 69.13% examples, 257773 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:14,336 : INFO : EPOCH 6 - PROGRESS: at 69.40% examples, 257778 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:15,395 : INFO : EPOCH 6 - PROGRESS: at 69.77% examples, 257786 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:16,447 : INFO : EPOCH 6 - PROGRESS: at 70.00% examples, 257797 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:17,530 : INFO : EPOCH 6 - PROGRESS: at 70.28% examples, 257785 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:18,543 : INFO : EPOCH 6 - PROGRESS: at 70.60% examples, 257841 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:19,588 : INFO : EPOCH 6 - PROGRESS: at 70.90% examples, 257788 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:20,589 : INFO : EPOCH 6 - PROGRESS: at 71.15% examples, 257816 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:21,623 : INFO : EPOCH 6 - PROGRESS: at 71.44% examples, 257806 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:22,670 : INFO : EPOCH 6 - PROGRESS: at 71.73% examples, 257816 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:23,712 : INFO : EPOCH 6 - PROGRESS: at 72.13% examples, 257824 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:24,721 : INFO : EPOCH 6 - PROGRESS: at 72.41% examples, 257830 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:25,737 : INFO : EPOCH 6 - PROGRESS: at 72.63% examples, 257871 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:26,738 : INFO : EPOCH 6 - PROGRESS: at 72.88% examples, 257886 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:27,749 : INFO : EPOCH 6 - PROGRESS: at 73.12% examples, 257893 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:28,773 : INFO : EPOCH 6 - PROGRESS: at 73.51% examples, 257907 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:29,786 : INFO : EPOCH 6 - PROGRESS: at 73.77% examples, 257890 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:30,792 : INFO : EPOCH 6 - PROGRESS: at 74.07% examples, 257893 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:31,821 : INFO : EPOCH 6 - PROGRESS: at 74.34% examples, 257854 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:32,884 : INFO : EPOCH 6 - PROGRESS: at 74.61% examples, 257866 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:33,884 : INFO : EPOCH 6 - PROGRESS: at 74.90% examples, 257897 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:34,911 : INFO : EPOCH 6 - PROGRESS: at 75.21% examples, 257853 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:35,913 : INFO : EPOCH 6 - PROGRESS: at 75.49% examples, 257911 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:36,974 : INFO : EPOCH 6 - PROGRESS: at 75.75% examples, 257867 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:37,974 : INFO : EPOCH 6 - PROGRESS: at 76.05% examples, 257897 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:39,025 : INFO : EPOCH 6 - PROGRESS: at 76.41% examples, 257877 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:40,026 : INFO : EPOCH 6 - PROGRESS: at 76.80% examples, 257875 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:41,027 : INFO : EPOCH 6 - PROGRESS: at 77.07% examples, 257919 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:42,047 : INFO : EPOCH 6 - PROGRESS: at 77.42% examples, 257890 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:43,051 : INFO : EPOCH 6 - PROGRESS: at 77.75% examples, 257915 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:44,099 : INFO : EPOCH 6 - PROGRESS: at 78.04% examples, 257878 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:45,100 : INFO : EPOCH 6 - PROGRESS: at 78.35% examples, 257900 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:46,115 : INFO : EPOCH 6 - PROGRESS: at 78.69% examples, 257880 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:47,122 : INFO : EPOCH 6 - PROGRESS: at 78.99% examples, 257871 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:48,129 : INFO : EPOCH 6 - PROGRESS: at 79.32% examples, 257897 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:49,136 : INFO : EPOCH 6 - PROGRESS: at 79.41% examples, 257917 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:50,138 : INFO : EPOCH 6 - PROGRESS: at 79.46% examples, 257951 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:51,140 : INFO : EPOCH 6 - PROGRESS: at 79.64% examples, 257996 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:52,152 : INFO : EPOCH 6 - PROGRESS: at 79.96% examples, 257982 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:53,153 : INFO : EPOCH 6 - PROGRESS: at 80.28% examples, 257979 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:54,168 : INFO : EPOCH 6 - PROGRESS: at 80.59% examples, 257985 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:55,188 : INFO : EPOCH 6 - PROGRESS: at 80.92% examples, 257994 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:56,216 : INFO : EPOCH 6 - PROGRESS: at 81.26% examples, 257982 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:57,228 : INFO : EPOCH 6 - PROGRESS: at 81.54% examples, 257995 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:58,274 : INFO : EPOCH 6 - PROGRESS: at 81.84% examples, 257979 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:09:59,277 : INFO : EPOCH 6 - PROGRESS: at 82.10% examples, 258025 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:00,299 : INFO : EPOCH 6 - PROGRESS: at 82.46% examples, 257994 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:01,312 : INFO : EPOCH 6 - PROGRESS: at 82.85% examples, 258017 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:02,335 : INFO : EPOCH 6 - PROGRESS: at 83.19% examples, 257995 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:03,338 : INFO : EPOCH 6 - PROGRESS: at 83.49% examples, 258023 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:04,351 : INFO : EPOCH 6 - PROGRESS: at 83.72% examples, 257988 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:05,391 : INFO : EPOCH 6 - PROGRESS: at 84.03% examples, 257993 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:06,421 : INFO : EPOCH 6 - PROGRESS: at 84.25% examples, 258013 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:07,424 : INFO : EPOCH 6 - PROGRESS: at 84.59% examples, 258013 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:08,427 : INFO : EPOCH 6 - PROGRESS: at 84.90% examples, 258031 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:09,444 : INFO : EPOCH 6 - PROGRESS: at 85.31% examples, 258008 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:10,472 : INFO : EPOCH 6 - PROGRESS: at 85.61% examples, 257987 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:11,475 : INFO : EPOCH 6 - PROGRESS: at 85.94% examples, 258010 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:12,481 : INFO : EPOCH 6 - PROGRESS: at 86.21% examples, 257995 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:13,528 : INFO : EPOCH 6 - PROGRESS: at 86.55% examples, 257982 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:14,529 : INFO : EPOCH 6 - PROGRESS: at 86.83% examples, 258004 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:15,543 : INFO : EPOCH 6 - PROGRESS: at 87.10% examples, 258011 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:16,564 : INFO : EPOCH 6 - PROGRESS: at 87.38% examples, 257986 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:17,564 : INFO : EPOCH 6 - PROGRESS: at 87.73% examples, 257993 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:18,573 : INFO : EPOCH 6 - PROGRESS: at 88.03% examples, 257953 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:19,581 : INFO : EPOCH 6 - PROGRESS: at 88.31% examples, 257936 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:20,594 : INFO : EPOCH 6 - PROGRESS: at 88.63% examples, 257890 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:21,627 : INFO : EPOCH 6 - PROGRESS: at 88.98% examples, 257857 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:22,639 : INFO : EPOCH 6 - PROGRESS: at 89.26% examples, 257769 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:23,667 : INFO : EPOCH 6 - PROGRESS: at 89.50% examples, 257646 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:24,706 : INFO : EPOCH 6 - PROGRESS: at 89.78% examples, 257503 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:25,717 : INFO : EPOCH 6 - PROGRESS: at 90.10% examples, 257513 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:26,723 : INFO : EPOCH 6 - PROGRESS: at 90.38% examples, 257522 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:27,731 : INFO : EPOCH 6 - PROGRESS: at 90.68% examples, 257520 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:28,763 : INFO : EPOCH 6 - PROGRESS: at 91.01% examples, 257497 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:29,791 : INFO : EPOCH 6 - PROGRESS: at 91.37% examples, 257499 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:30,791 : INFO : EPOCH 6 - PROGRESS: at 91.43% examples, 257518 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:31,795 : INFO : EPOCH 6 - PROGRESS: at 91.76% examples, 257540 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:32,831 : INFO : EPOCH 6 - PROGRESS: at 92.12% examples, 257505 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:33,833 : INFO : EPOCH 6 - PROGRESS: at 92.43% examples, 257496 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:34,842 : INFO : EPOCH 6 - PROGRESS: at 92.69% examples, 257508 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:35,844 : INFO : EPOCH 6 - PROGRESS: at 92.97% examples, 257517 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:36,875 : INFO : EPOCH 6 - PROGRESS: at 93.23% examples, 257513 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:37,892 : INFO : EPOCH 6 - PROGRESS: at 93.56% examples, 257518 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:38,905 : INFO : EPOCH 6 - PROGRESS: at 93.87% examples, 257510 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:39,920 : INFO : EPOCH 6 - PROGRESS: at 94.19% examples, 257523 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:40,930 : INFO : EPOCH 6 - PROGRESS: at 94.53% examples, 257513 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:41,965 : INFO : EPOCH 6 - PROGRESS: at 94.81% examples, 257508 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:42,992 : INFO : EPOCH 6 - PROGRESS: at 95.06% examples, 257517 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:44,013 : INFO : EPOCH 6 - PROGRESS: at 95.28% examples, 257518 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:45,017 : INFO : EPOCH 6 - PROGRESS: at 95.60% examples, 257535 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:46,020 : INFO : EPOCH 6 - PROGRESS: at 95.92% examples, 257537 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:47,043 : INFO : EPOCH 6 - PROGRESS: at 96.27% examples, 257533 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:48,062 : INFO : EPOCH 6 - PROGRESS: at 96.48% examples, 257536 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:49,076 : INFO : EPOCH 6 - PROGRESS: at 96.71% examples, 257531 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:50,152 : INFO : EPOCH 6 - PROGRESS: at 97.07% examples, 257528 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:51,228 : INFO : EPOCH 6 - PROGRESS: at 97.30% examples, 257540 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:52,247 : INFO : EPOCH 6 - PROGRESS: at 97.56% examples, 257576 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:53,254 : INFO : EPOCH 6 - PROGRESS: at 97.65% examples, 257572 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:54,289 : INFO : EPOCH 6 - PROGRESS: at 97.81% examples, 257598 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:55,296 : INFO : EPOCH 6 - PROGRESS: at 98.10% examples, 257603 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:56,303 : INFO : EPOCH 6 - PROGRESS: at 98.45% examples, 257589 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:57,326 : INFO : EPOCH 6 - PROGRESS: at 98.83% examples, 257609 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:58,336 : INFO : EPOCH 6 - PROGRESS: at 99.14% examples, 257594 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:10:59,357 : INFO : EPOCH 6 - PROGRESS: at 99.50% examples, 257598 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:00,403 : INFO : EPOCH 6 - PROGRESS: at 99.87% examples, 257587 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:00,666 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 10:11:00,676 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 10:11:00,708 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 10:11:00,720 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 10:11:00,721 : INFO : EPOCH - 6 : training on 120798425 raw words (86546594 effective words) took 336.0s, 257603 effective words/s
2020-08-16 10:11:01,794 : INFO : EPOCH 7 - PROGRESS: at 0.25% examples, 236825 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:02,848 : INFO : EPOCH 7 - PROGRESS: at 0.45% examples, 248945 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:03,875 : INFO : EPOCH 7 - PROGRESS: at 0.67% examples, 252168 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:04,886 : INFO : EPOCH 7 - PROGRESS: at 0.89% examples, 256158 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:05,897 : INFO : EPOCH 7 - PROGRESS: at 1.27% examples, 255110 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:06,920 : INFO : EPOCH 7 - PROGRESS: at 1.54% examples, 257106 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:07,926 : INFO : EPOCH 7 - PROGRESS: at 1.87% examples, 256340 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:08,958 : INFO : EPOCH 7 - PROGRESS: at 2.20% examples, 256775 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:09,999 : INFO : EPOCH 7 - PROGRESS: at 2.47% examples, 256701 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:11,018 : INFO : EPOCH 7 - PROGRESS: at 2.74% examples, 257308 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:12,025 : INFO : EPOCH 7 - PROGRESS: at 3.06% examples, 256583 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:13,093 : INFO : EPOCH 7 - PROGRESS: at 3.38% examples, 256884 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:14,103 : INFO : EPOCH 7 - PROGRESS: at 3.73% examples, 257190 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:15,145 : INFO : EPOCH 7 - PROGRESS: at 4.14% examples, 257021 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:16,150 : INFO : EPOCH 7 - PROGRESS: at 4.54% examples, 257335 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:17,171 : INFO : EPOCH 7 - PROGRESS: at 4.93% examples, 257304 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:18,186 : INFO : EPOCH 7 - PROGRESS: at 5.16% examples, 257022 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:19,244 : INFO : EPOCH 7 - PROGRESS: at 5.46% examples, 257298 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:20,308 : INFO : EPOCH 7 - PROGRESS: at 5.81% examples, 257149 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:21,309 : INFO : EPOCH 7 - PROGRESS: at 6.06% examples, 257899 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:22,328 : INFO : EPOCH 7 - PROGRESS: at 6.29% examples, 257609 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:23,340 : INFO : EPOCH 7 - PROGRESS: at 6.56% examples, 257984 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:24,375 : INFO : EPOCH 7 - PROGRESS: at 6.84% examples, 257894 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:25,396 : INFO : EPOCH 7 - PROGRESS: at 7.18% examples, 258021 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:26,412 : INFO : EPOCH 7 - PROGRESS: at 7.51% examples, 257810 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:27,450 : INFO : EPOCH 7 - PROGRESS: at 7.84% examples, 257722 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:28,479 : INFO : EPOCH 7 - PROGRESS: at 8.11% examples, 257868 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:29,539 : INFO : EPOCH 7 - PROGRESS: at 8.32% examples, 257770 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:30,609 : INFO : EPOCH 7 - PROGRESS: at 8.59% examples, 257838 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:31,668 : INFO : EPOCH 7 - PROGRESS: at 8.83% examples, 257993 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:32,728 : INFO : EPOCH 7 - PROGRESS: at 9.20% examples, 258071 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:33,735 : INFO : EPOCH 7 - PROGRESS: at 9.54% examples, 258322 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:34,753 : INFO : EPOCH 7 - PROGRESS: at 9.78% examples, 258025 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:35,808 : INFO : EPOCH 7 - PROGRESS: at 10.04% examples, 258244 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:36,811 : INFO : EPOCH 7 - PROGRESS: at 10.26% examples, 258287 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:37,818 : INFO : EPOCH 7 - PROGRESS: at 10.49% examples, 258371 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:38,841 : INFO : EPOCH 7 - PROGRESS: at 10.68% examples, 258281 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:39,913 : INFO : EPOCH 7 - PROGRESS: at 10.93% examples, 258281 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:40,916 : INFO : EPOCH 7 - PROGRESS: at 11.14% examples, 258744 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:41,919 : INFO : EPOCH 7 - PROGRESS: at 11.36% examples, 258639 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:42,931 : INFO : EPOCH 7 - PROGRESS: at 11.57% examples, 258685 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:43,969 : INFO : EPOCH 7 - PROGRESS: at 11.80% examples, 258722 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:45,022 : INFO : EPOCH 7 - PROGRESS: at 12.02% examples, 258709 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:46,064 : INFO : EPOCH 7 - PROGRESS: at 12.27% examples, 258847 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:47,087 : INFO : EPOCH 7 - PROGRESS: at 12.57% examples, 258855 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:48,111 : INFO : EPOCH 7 - PROGRESS: at 12.92% examples, 258968 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:49,138 : INFO : EPOCH 7 - PROGRESS: at 13.18% examples, 258724 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:50,210 : INFO : EPOCH 7 - PROGRESS: at 13.49% examples, 258590 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:51,249 : INFO : EPOCH 7 - PROGRESS: at 13.77% examples, 258715 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:52,304 : INFO : EPOCH 7 - PROGRESS: at 14.09% examples, 258604 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:53,358 : INFO : EPOCH 7 - PROGRESS: at 14.39% examples, 258625 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:54,405 : INFO : EPOCH 7 - PROGRESS: at 14.71% examples, 258677 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:55,410 : INFO : EPOCH 7 - PROGRESS: at 14.99% examples, 258784 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:56,421 : INFO : EPOCH 7 - PROGRESS: at 15.32% examples, 258593 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:57,428 : INFO : EPOCH 7 - PROGRESS: at 15.61% examples, 258809 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:58,470 : INFO : EPOCH 7 - PROGRESS: at 15.88% examples, 258703 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:11:59,470 : INFO : EPOCH 7 - PROGRESS: at 16.12% examples, 258783 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:00,475 : INFO : EPOCH 7 - PROGRESS: at 16.41% examples, 258823 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:01,500 : INFO : EPOCH 7 - PROGRESS: at 16.72% examples, 258787 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:02,532 : INFO : EPOCH 7 - PROGRESS: at 16.94% examples, 258799 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:03,556 : INFO : EPOCH 7 - PROGRESS: at 17.25% examples, 258830 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:04,581 : INFO : EPOCH 7 - PROGRESS: at 17.56% examples, 258735 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:05,633 : INFO : EPOCH 7 - PROGRESS: at 17.88% examples, 258785 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:06,637 : INFO : EPOCH 7 - PROGRESS: at 18.18% examples, 258791 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:07,641 : INFO : EPOCH 7 - PROGRESS: at 18.47% examples, 258820 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:08,656 : INFO : EPOCH 7 - PROGRESS: at 18.78% examples, 258755 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:09,664 : INFO : EPOCH 7 - PROGRESS: at 19.02% examples, 258912 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:10,665 : INFO : EPOCH 7 - PROGRESS: at 19.17% examples, 259274 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:11,670 : INFO : EPOCH 7 - PROGRESS: at 19.31% examples, 259672 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:12,718 : INFO : EPOCH 7 - PROGRESS: at 19.60% examples, 259590 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:13,722 : INFO : EPOCH 7 - PROGRESS: at 19.87% examples, 259563 words/s, in_qsize 7, out_qsize 2
2020-08-16 10:12:14,769 : INFO : EPOCH 7 - PROGRESS: at 20.17% examples, 259503 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:15,786 : INFO : EPOCH 7 - PROGRESS: at 20.48% examples, 259581 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:16,801 : INFO : EPOCH 7 - PROGRESS: at 20.86% examples, 259514 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:17,813 : INFO : EPOCH 7 - PROGRESS: at 21.20% examples, 259476 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:18,821 : INFO : EPOCH 7 - PROGRESS: at 21.48% examples, 259427 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:19,863 : INFO : EPOCH 7 - PROGRESS: at 21.74% examples, 259395 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:20,883 : INFO : EPOCH 7 - PROGRESS: at 22.09% examples, 259422 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:21,887 : INFO : EPOCH 7 - PROGRESS: at 22.52% examples, 259387 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:22,916 : INFO : EPOCH 7 - PROGRESS: at 22.90% examples, 259354 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:23,929 : INFO : EPOCH 7 - PROGRESS: at 23.22% examples, 259348 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:24,935 : INFO : EPOCH 7 - PROGRESS: at 23.54% examples, 259263 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:25,947 : INFO : EPOCH 7 - PROGRESS: at 23.91% examples, 259305 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:26,980 : INFO : EPOCH 7 - PROGRESS: at 24.24% examples, 259234 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:27,989 : INFO : EPOCH 7 - PROGRESS: at 24.56% examples, 259222 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:28,996 : INFO : EPOCH 7 - PROGRESS: at 24.94% examples, 259229 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:30,001 : INFO : EPOCH 7 - PROGRESS: at 25.26% examples, 259159 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:31,002 : INFO : EPOCH 7 - PROGRESS: at 25.62% examples, 259214 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:32,036 : INFO : EPOCH 7 - PROGRESS: at 25.94% examples, 259117 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:33,042 : INFO : EPOCH 7 - PROGRESS: at 26.34% examples, 259151 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:34,044 : INFO : EPOCH 7 - PROGRESS: at 26.65% examples, 259155 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:35,072 : INFO : EPOCH 7 - PROGRESS: at 27.03% examples, 259108 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:36,096 : INFO : EPOCH 7 - PROGRESS: at 27.27% examples, 259074 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:37,119 : INFO : EPOCH 7 - PROGRESS: at 27.57% examples, 259139 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:38,157 : INFO : EPOCH 7 - PROGRESS: at 27.92% examples, 259016 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:39,228 : INFO : EPOCH 7 - PROGRESS: at 28.22% examples, 258984 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:40,290 : INFO : EPOCH 7 - PROGRESS: at 28.56% examples, 259034 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:41,312 : INFO : EPOCH 7 - PROGRESS: at 28.91% examples, 259006 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:42,352 : INFO : EPOCH 7 - PROGRESS: at 29.29% examples, 259009 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:43,361 : INFO : EPOCH 7 - PROGRESS: at 29.64% examples, 258982 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:44,386 : INFO : EPOCH 7 - PROGRESS: at 29.98% examples, 258996 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:45,400 : INFO : EPOCH 7 - PROGRESS: at 30.32% examples, 258946 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:46,436 : INFO : EPOCH 7 - PROGRESS: at 30.70% examples, 258966 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:47,458 : INFO : EPOCH 7 - PROGRESS: at 31.14% examples, 259170 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:48,514 : INFO : EPOCH 7 - PROGRESS: at 31.49% examples, 259121 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:49,515 : INFO : EPOCH 7 - PROGRESS: at 31.81% examples, 259067 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:50,549 : INFO : EPOCH 7 - PROGRESS: at 32.14% examples, 259117 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:51,554 : INFO : EPOCH 7 - PROGRESS: at 32.45% examples, 259108 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:52,582 : INFO : EPOCH 7 - PROGRESS: at 32.84% examples, 259037 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:53,588 : INFO : EPOCH 7 - PROGRESS: at 33.11% examples, 259081 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:54,612 : INFO : EPOCH 7 - PROGRESS: at 33.50% examples, 259016 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:55,613 : INFO : EPOCH 7 - PROGRESS: at 33.90% examples, 259004 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:56,634 : INFO : EPOCH 7 - PROGRESS: at 34.21% examples, 258976 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:57,708 : INFO : EPOCH 7 - PROGRESS: at 34.58% examples, 258936 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:58,764 : INFO : EPOCH 7 - PROGRESS: at 34.98% examples, 258998 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:12:59,819 : INFO : EPOCH 7 - PROGRESS: at 35.37% examples, 259043 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:00,857 : INFO : EPOCH 7 - PROGRESS: at 35.71% examples, 259072 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:01,867 : INFO : EPOCH 7 - PROGRESS: at 36.05% examples, 259146 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:02,907 : INFO : EPOCH 7 - PROGRESS: at 36.39% examples, 259047 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:03,943 : INFO : EPOCH 7 - PROGRESS: at 36.79% examples, 259079 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:04,977 : INFO : EPOCH 7 - PROGRESS: at 37.19% examples, 258983 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:05,985 : INFO : EPOCH 7 - PROGRESS: at 37.55% examples, 259005 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:07,015 : INFO : EPOCH 7 - PROGRESS: at 37.91% examples, 258986 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:08,021 : INFO : EPOCH 7 - PROGRESS: at 38.32% examples, 259019 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:09,034 : INFO : EPOCH 7 - PROGRESS: at 38.69% examples, 258977 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:10,035 : INFO : EPOCH 7 - PROGRESS: at 39.06% examples, 258954 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:11,075 : INFO : EPOCH 7 - PROGRESS: at 39.45% examples, 258919 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:12,088 : INFO : EPOCH 7 - PROGRESS: at 39.80% examples, 258917 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:13,127 : INFO : EPOCH 7 - PROGRESS: at 40.14% examples, 258914 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:14,129 : INFO : EPOCH 7 - PROGRESS: at 40.50% examples, 258880 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:15,172 : INFO : EPOCH 7 - PROGRESS: at 40.88% examples, 258872 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:16,191 : INFO : EPOCH 7 - PROGRESS: at 41.29% examples, 258883 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:17,252 : INFO : EPOCH 7 - PROGRESS: at 41.66% examples, 258795 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:18,252 : INFO : EPOCH 7 - PROGRESS: at 42.03% examples, 258850 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:19,319 : INFO : EPOCH 7 - PROGRESS: at 42.40% examples, 258765 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:20,409 : INFO : EPOCH 7 - PROGRESS: at 42.75% examples, 258718 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:21,462 : INFO : EPOCH 7 - PROGRESS: at 43.09% examples, 258733 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:22,522 : INFO : EPOCH 7 - PROGRESS: at 43.38% examples, 258709 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:23,598 : INFO : EPOCH 7 - PROGRESS: at 43.71% examples, 258690 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:24,676 : INFO : EPOCH 7 - PROGRESS: at 44.02% examples, 258699 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:25,730 : INFO : EPOCH 7 - PROGRESS: at 44.36% examples, 258729 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:26,798 : INFO : EPOCH 7 - PROGRESS: at 44.72% examples, 258723 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:27,798 : INFO : EPOCH 7 - PROGRESS: at 44.98% examples, 258739 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:28,798 : INFO : EPOCH 7 - PROGRESS: at 45.24% examples, 258780 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:29,809 : INFO : EPOCH 7 - PROGRESS: at 45.56% examples, 258792 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:30,823 : INFO : EPOCH 7 - PROGRESS: at 45.90% examples, 258786 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:31,851 : INFO : EPOCH 7 - PROGRESS: at 46.19% examples, 258776 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:32,899 : INFO : EPOCH 7 - PROGRESS: at 46.44% examples, 258802 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:33,901 : INFO : EPOCH 7 - PROGRESS: at 46.86% examples, 258814 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:34,903 : INFO : EPOCH 7 - PROGRESS: at 47.15% examples, 258796 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:35,941 : INFO : EPOCH 7 - PROGRESS: at 47.51% examples, 258792 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:36,946 : INFO : EPOCH 7 - PROGRESS: at 47.86% examples, 258797 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:37,953 : INFO : EPOCH 7 - PROGRESS: at 48.21% examples, 258782 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:38,962 : INFO : EPOCH 7 - PROGRESS: at 48.61% examples, 258740 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:39,971 : INFO : EPOCH 7 - PROGRESS: at 48.92% examples, 258706 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:40,994 : INFO : EPOCH 7 - PROGRESS: at 49.17% examples, 258645 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:42,054 : INFO : EPOCH 7 - PROGRESS: at 49.51% examples, 258552 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:43,078 : INFO : EPOCH 7 - PROGRESS: at 49.80% examples, 258372 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:44,115 : INFO : EPOCH 7 - PROGRESS: at 50.01% examples, 258076 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:45,129 : INFO : EPOCH 7 - PROGRESS: at 50.32% examples, 257935 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:46,148 : INFO : EPOCH 7 - PROGRESS: at 50.54% examples, 257969 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:47,158 : INFO : EPOCH 7 - PROGRESS: at 50.82% examples, 257997 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:48,171 : INFO : EPOCH 7 - PROGRESS: at 51.07% examples, 257990 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:49,210 : INFO : EPOCH 7 - PROGRESS: at 51.44% examples, 257983 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:50,222 : INFO : EPOCH 7 - PROGRESS: at 51.73% examples, 258005 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:51,241 : INFO : EPOCH 7 - PROGRESS: at 52.08% examples, 257999 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:52,267 : INFO : EPOCH 7 - PROGRESS: at 52.42% examples, 257993 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:53,272 : INFO : EPOCH 7 - PROGRESS: at 52.63% examples, 257994 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:54,291 : INFO : EPOCH 7 - PROGRESS: at 53.02% examples, 258034 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:55,323 : INFO : EPOCH 7 - PROGRESS: at 53.35% examples, 258044 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:56,334 : INFO : EPOCH 7 - PROGRESS: at 53.67% examples, 258003 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:57,358 : INFO : EPOCH 7 - PROGRESS: at 53.89% examples, 258057 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:58,362 : INFO : EPOCH 7 - PROGRESS: at 54.23% examples, 258018 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:13:59,372 : INFO : EPOCH 7 - PROGRESS: at 54.51% examples, 258037 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:00,383 : INFO : EPOCH 7 - PROGRESS: at 54.81% examples, 258018 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:01,387 : INFO : EPOCH 7 - PROGRESS: at 55.07% examples, 258074 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:02,438 : INFO : EPOCH 7 - PROGRESS: at 55.34% examples, 258030 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:03,514 : INFO : EPOCH 7 - PROGRESS: at 55.74% examples, 258015 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:04,553 : INFO : EPOCH 7 - PROGRESS: at 56.16% examples, 258036 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:05,589 : INFO : EPOCH 7 - PROGRESS: at 56.50% examples, 258062 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:06,590 : INFO : EPOCH 7 - PROGRESS: at 56.75% examples, 258061 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:07,616 : INFO : EPOCH 7 - PROGRESS: at 57.04% examples, 258054 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:08,668 : INFO : EPOCH 7 - PROGRESS: at 57.30% examples, 258049 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:09,703 : INFO : EPOCH 7 - PROGRESS: at 57.51% examples, 258074 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:10,711 : INFO : EPOCH 7 - PROGRESS: at 57.79% examples, 258063 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:11,712 : INFO : EPOCH 7 - PROGRESS: at 58.12% examples, 258105 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:12,751 : INFO : EPOCH 7 - PROGRESS: at 58.37% examples, 258063 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:13,775 : INFO : EPOCH 7 - PROGRESS: at 58.56% examples, 258068 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:14,796 : INFO : EPOCH 7 - PROGRESS: at 58.81% examples, 258100 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:15,818 : INFO : EPOCH 7 - PROGRESS: at 59.13% examples, 258086 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:16,825 : INFO : EPOCH 7 - PROGRESS: at 59.42% examples, 258083 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:17,855 : INFO : EPOCH 7 - PROGRESS: at 59.76% examples, 258073 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:18,905 : INFO : EPOCH 7 - PROGRESS: at 60.13% examples, 258069 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:19,922 : INFO : EPOCH 7 - PROGRESS: at 60.38% examples, 258107 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:20,973 : INFO : EPOCH 7 - PROGRESS: at 60.70% examples, 258066 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:21,981 : INFO : EPOCH 7 - PROGRESS: at 61.00% examples, 258106 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:23,043 : INFO : EPOCH 7 - PROGRESS: at 61.30% examples, 258066 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:24,087 : INFO : EPOCH 7 - PROGRESS: at 61.61% examples, 258069 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:25,101 : INFO : EPOCH 7 - PROGRESS: at 61.94% examples, 258081 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:26,128 : INFO : EPOCH 7 - PROGRESS: at 62.29% examples, 258096 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:27,136 : INFO : EPOCH 7 - PROGRESS: at 62.58% examples, 258148 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:28,139 : INFO : EPOCH 7 - PROGRESS: at 62.91% examples, 258104 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:29,198 : INFO : EPOCH 7 - PROGRESS: at 63.31% examples, 258110 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:30,205 : INFO : EPOCH 7 - PROGRESS: at 63.59% examples, 258105 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:31,259 : INFO : EPOCH 7 - PROGRESS: at 63.85% examples, 258101 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:32,261 : INFO : EPOCH 7 - PROGRESS: at 64.11% examples, 258151 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:33,313 : INFO : EPOCH 7 - PROGRESS: at 64.43% examples, 258094 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:34,319 : INFO : EPOCH 7 - PROGRESS: at 64.74% examples, 258118 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:35,336 : INFO : EPOCH 7 - PROGRESS: at 64.99% examples, 258121 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:36,360 : INFO : EPOCH 7 - PROGRESS: at 65.14% examples, 258116 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:37,364 : INFO : EPOCH 7 - PROGRESS: at 65.46% examples, 258125 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:38,393 : INFO : EPOCH 7 - PROGRESS: at 65.79% examples, 258126 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:39,410 : INFO : EPOCH 7 - PROGRESS: at 66.11% examples, 258119 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:40,422 : INFO : EPOCH 7 - PROGRESS: at 66.43% examples, 258122 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:41,426 : INFO : EPOCH 7 - PROGRESS: at 66.74% examples, 258103 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:42,430 : INFO : EPOCH 7 - PROGRESS: at 67.04% examples, 258110 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:43,469 : INFO : EPOCH 7 - PROGRESS: at 67.39% examples, 258128 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:44,483 : INFO : EPOCH 7 - PROGRESS: at 67.77% examples, 258124 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:45,500 : INFO : EPOCH 7 - PROGRESS: at 68.12% examples, 258142 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:46,534 : INFO : EPOCH 7 - PROGRESS: at 68.44% examples, 258132 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:47,542 : INFO : EPOCH 7 - PROGRESS: at 68.74% examples, 258142 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:48,559 : INFO : EPOCH 7 - PROGRESS: at 69.01% examples, 258108 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:49,571 : INFO : EPOCH 7 - PROGRESS: at 69.28% examples, 258136 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:50,637 : INFO : EPOCH 7 - PROGRESS: at 69.64% examples, 258117 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:51,689 : INFO : EPOCH 7 - PROGRESS: at 69.90% examples, 258124 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:52,745 : INFO : EPOCH 7 - PROGRESS: at 70.16% examples, 258136 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:53,769 : INFO : EPOCH 7 - PROGRESS: at 70.47% examples, 258173 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:54,804 : INFO : EPOCH 7 - PROGRESS: at 70.79% examples, 258127 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:55,821 : INFO : EPOCH 7 - PROGRESS: at 71.03% examples, 258148 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:56,849 : INFO : EPOCH 7 - PROGRESS: at 71.29% examples, 258133 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:57,898 : INFO : EPOCH 7 - PROGRESS: at 71.56% examples, 258153 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:58,905 : INFO : EPOCH 7 - PROGRESS: at 71.96% examples, 258155 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:14:59,921 : INFO : EPOCH 7 - PROGRESS: at 72.27% examples, 258155 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:00,945 : INFO : EPOCH 7 - PROGRESS: at 72.54% examples, 258178 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:01,984 : INFO : EPOCH 7 - PROGRESS: at 72.80% examples, 258210 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:02,996 : INFO : EPOCH 7 - PROGRESS: at 73.03% examples, 258230 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:04,062 : INFO : EPOCH 7 - PROGRESS: at 73.35% examples, 258197 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:05,079 : INFO : EPOCH 7 - PROGRESS: at 73.71% examples, 258228 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:06,102 : INFO : EPOCH 7 - PROGRESS: at 73.99% examples, 258202 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:07,125 : INFO : EPOCH 7 - PROGRESS: at 74.26% examples, 258212 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:08,139 : INFO : EPOCH 7 - PROGRESS: at 74.52% examples, 258217 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:09,165 : INFO : EPOCH 7 - PROGRESS: at 74.78% examples, 258204 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:10,211 : INFO : EPOCH 7 - PROGRESS: at 75.11% examples, 258194 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:11,220 : INFO : EPOCH 7 - PROGRESS: at 75.42% examples, 258246 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:12,275 : INFO : EPOCH 7 - PROGRESS: at 75.68% examples, 258202 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:13,278 : INFO : EPOCH 7 - PROGRESS: at 75.95% examples, 258237 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:14,322 : INFO : EPOCH 7 - PROGRESS: at 76.29% examples, 258224 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:15,336 : INFO : EPOCH 7 - PROGRESS: at 76.68% examples, 258240 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:16,409 : INFO : EPOCH 7 - PROGRESS: at 77.03% examples, 258208 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:17,442 : INFO : EPOCH 7 - PROGRESS: at 77.32% examples, 258238 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:18,447 : INFO : EPOCH 7 - PROGRESS: at 77.67% examples, 258267 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:19,513 : INFO : EPOCH 7 - PROGRESS: at 78.00% examples, 258208 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:20,513 : INFO : EPOCH 7 - PROGRESS: at 78.29% examples, 258236 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:21,559 : INFO : EPOCH 7 - PROGRESS: at 78.61% examples, 258216 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:22,565 : INFO : EPOCH 7 - PROGRESS: at 78.96% examples, 258248 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:23,595 : INFO : EPOCH 7 - PROGRESS: at 79.27% examples, 258207 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:24,598 : INFO : EPOCH 7 - PROGRESS: at 79.40% examples, 258228 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:25,605 : INFO : EPOCH 7 - PROGRESS: at 79.45% examples, 258287 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:26,632 : INFO : EPOCH 7 - PROGRESS: at 79.60% examples, 258300 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:27,652 : INFO : EPOCH 7 - PROGRESS: at 79.93% examples, 258321 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:28,663 : INFO : EPOCH 7 - PROGRESS: at 80.24% examples, 258311 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:29,677 : INFO : EPOCH 7 - PROGRESS: at 80.59% examples, 258333 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:30,723 : INFO : EPOCH 7 - PROGRESS: at 80.90% examples, 258323 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:31,723 : INFO : EPOCH 7 - PROGRESS: at 81.24% examples, 258318 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:32,725 : INFO : EPOCH 7 - PROGRESS: at 81.52% examples, 258335 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:33,751 : INFO : EPOCH 7 - PROGRESS: at 81.83% examples, 258335 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:34,765 : INFO : EPOCH 7 - PROGRESS: at 82.06% examples, 258321 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:35,766 : INFO : EPOCH 7 - PROGRESS: at 82.43% examples, 258360 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:36,781 : INFO : EPOCH 7 - PROGRESS: at 82.77% examples, 258327 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:37,791 : INFO : EPOCH 7 - PROGRESS: at 83.14% examples, 258339 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:38,815 : INFO : EPOCH 7 - PROGRESS: at 83.46% examples, 258329 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:39,850 : INFO : EPOCH 7 - PROGRESS: at 83.70% examples, 258320 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:40,872 : INFO : EPOCH 7 - PROGRESS: at 84.03% examples, 258338 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:41,893 : INFO : EPOCH 7 - PROGRESS: at 84.22% examples, 258356 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:42,902 : INFO : EPOCH 7 - PROGRESS: at 84.56% examples, 258355 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:43,916 : INFO : EPOCH 7 - PROGRESS: at 84.86% examples, 258344 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:44,918 : INFO : EPOCH 7 - PROGRESS: at 85.27% examples, 258350 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:45,942 : INFO : EPOCH 7 - PROGRESS: at 85.59% examples, 258332 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:46,943 : INFO : EPOCH 7 - PROGRESS: at 85.88% examples, 258331 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:47,952 : INFO : EPOCH 7 - PROGRESS: at 86.19% examples, 258337 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:48,999 : INFO : EPOCH 7 - PROGRESS: at 86.51% examples, 258319 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:50,000 : INFO : EPOCH 7 - PROGRESS: at 86.80% examples, 258342 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:51,021 : INFO : EPOCH 7 - PROGRESS: at 87.07% examples, 258342 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:52,023 : INFO : EPOCH 7 - PROGRESS: at 87.34% examples, 258332 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:53,040 : INFO : EPOCH 7 - PROGRESS: at 87.69% examples, 258324 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:54,070 : INFO : EPOCH 7 - PROGRESS: at 88.01% examples, 258310 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:55,075 : INFO : EPOCH 7 - PROGRESS: at 88.31% examples, 258319 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:56,105 : INFO : EPOCH 7 - PROGRESS: at 88.64% examples, 258305 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:57,120 : INFO : EPOCH 7 - PROGRESS: at 88.99% examples, 258312 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:58,129 : INFO : EPOCH 7 - PROGRESS: at 89.31% examples, 258321 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:15:59,160 : INFO : EPOCH 7 - PROGRESS: at 89.58% examples, 258303 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:00,182 : INFO : EPOCH 7 - PROGRESS: at 89.87% examples, 258306 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:01,183 : INFO : EPOCH 7 - PROGRESS: at 90.23% examples, 258306 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:02,190 : INFO : EPOCH 7 - PROGRESS: at 90.50% examples, 258317 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:03,234 : INFO : EPOCH 7 - PROGRESS: at 90.83% examples, 258293 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:04,238 : INFO : EPOCH 7 - PROGRESS: at 91.17% examples, 258313 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:05,263 : INFO : EPOCH 7 - PROGRESS: at 91.41% examples, 258287 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:06,327 : INFO : EPOCH 7 - PROGRESS: at 91.54% examples, 258305 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:07,343 : INFO : EPOCH 7 - PROGRESS: at 91.97% examples, 258332 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:08,369 : INFO : EPOCH 7 - PROGRESS: at 92.31% examples, 258302 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:09,387 : INFO : EPOCH 7 - PROGRESS: at 92.60% examples, 258302 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:10,435 : INFO : EPOCH 7 - PROGRESS: at 92.84% examples, 258293 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:11,448 : INFO : EPOCH 7 - PROGRESS: at 93.14% examples, 258298 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:12,473 : INFO : EPOCH 7 - PROGRESS: at 93.42% examples, 258311 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:13,504 : INFO : EPOCH 7 - PROGRESS: at 93.74% examples, 258291 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:14,544 : INFO : EPOCH 7 - PROGRESS: at 94.09% examples, 258295 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:15,547 : INFO : EPOCH 7 - PROGRESS: at 94.39% examples, 258298 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:16,561 : INFO : EPOCH 7 - PROGRESS: at 94.73% examples, 258299 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:17,571 : INFO : EPOCH 7 - PROGRESS: at 95.00% examples, 258303 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:18,609 : INFO : EPOCH 7 - PROGRESS: at 95.20% examples, 258307 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:19,621 : INFO : EPOCH 7 - PROGRESS: at 95.46% examples, 258300 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:20,627 : INFO : EPOCH 7 - PROGRESS: at 95.75% examples, 258164 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:21,661 : INFO : EPOCH 7 - PROGRESS: at 95.98% examples, 257964 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:22,666 : INFO : EPOCH 7 - PROGRESS: at 96.27% examples, 257795 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:23,694 : INFO : EPOCH 7 - PROGRESS: at 96.45% examples, 257580 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:24,712 : INFO : EPOCH 7 - PROGRESS: at 96.59% examples, 257436 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:25,769 : INFO : EPOCH 7 - PROGRESS: at 96.86% examples, 257225 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:26,807 : INFO : EPOCH 7 - PROGRESS: at 97.09% examples, 257036 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:27,822 : INFO : EPOCH 7 - PROGRESS: at 97.26% examples, 256868 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:28,823 : INFO : EPOCH 7 - PROGRESS: at 97.43% examples, 256684 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:29,869 : INFO : EPOCH 7 - PROGRESS: at 97.60% examples, 256501 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:30,893 : INFO : EPOCH 7 - PROGRESS: at 97.66% examples, 256406 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:31,925 : INFO : EPOCH 7 - PROGRESS: at 97.83% examples, 256414 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:32,925 : INFO : EPOCH 7 - PROGRESS: at 98.15% examples, 256431 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:33,979 : INFO : EPOCH 7 - PROGRESS: at 98.52% examples, 256425 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:34,983 : INFO : EPOCH 7 - PROGRESS: at 98.89% examples, 256422 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:36,009 : INFO : EPOCH 7 - PROGRESS: at 99.21% examples, 256440 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:37,013 : INFO : EPOCH 7 - PROGRESS: at 99.57% examples, 256438 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:38,025 : INFO : EPOCH 7 - PROGRESS: at 99.94% examples, 256431 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:38,135 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 10:16:38,145 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 10:16:38,166 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 10:16:38,172 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 10:16:38,173 : INFO : EPOCH - 7 : training on 120798425 raw words (86540686 effective words) took 337.4s, 256460 effective words/s
2020-08-16 10:16:39,246 : INFO : EPOCH 8 - PROGRESS: at 0.25% examples, 236329 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:40,254 : INFO : EPOCH 8 - PROGRESS: at 0.44% examples, 250907 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:41,270 : INFO : EPOCH 8 - PROGRESS: at 0.66% examples, 254523 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:42,299 : INFO : EPOCH 8 - PROGRESS: at 0.87% examples, 253572 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:43,301 : INFO : EPOCH 8 - PROGRESS: at 1.26% examples, 256153 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:44,338 : INFO : EPOCH 8 - PROGRESS: at 1.52% examples, 255210 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:45,412 : INFO : EPOCH 8 - PROGRESS: at 1.87% examples, 255176 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:46,423 : INFO : EPOCH 8 - PROGRESS: at 2.20% examples, 256380 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:47,433 : INFO : EPOCH 8 - PROGRESS: at 2.47% examples, 256435 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:48,448 : INFO : EPOCH 8 - PROGRESS: at 2.72% examples, 256566 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:49,501 : INFO : EPOCH 8 - PROGRESS: at 3.06% examples, 256048 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:50,572 : INFO : EPOCH 8 - PROGRESS: at 3.38% examples, 256299 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:51,603 : INFO : EPOCH 8 - PROGRESS: at 3.74% examples, 256757 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:52,622 : INFO : EPOCH 8 - PROGRESS: at 4.14% examples, 256561 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:53,628 : INFO : EPOCH 8 - PROGRESS: at 4.54% examples, 256895 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:54,649 : INFO : EPOCH 8 - PROGRESS: at 4.93% examples, 256525 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:55,665 : INFO : EPOCH 8 - PROGRESS: at 5.16% examples, 256616 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:56,673 : INFO : EPOCH 8 - PROGRESS: at 5.43% examples, 256853 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:57,692 : INFO : EPOCH 8 - PROGRESS: at 5.78% examples, 256761 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:58,704 : INFO : EPOCH 8 - PROGRESS: at 6.02% examples, 256786 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:16:59,708 : INFO : EPOCH 8 - PROGRESS: at 6.24% examples, 256622 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:00,750 : INFO : EPOCH 8 - PROGRESS: at 6.50% examples, 255982 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:01,761 : INFO : EPOCH 8 - PROGRESS: at 6.76% examples, 256001 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:02,846 : INFO : EPOCH 8 - PROGRESS: at 7.08% examples, 254411 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:03,896 : INFO : EPOCH 8 - PROGRESS: at 7.36% examples, 253146 words/s, in_qsize 8, out_qsize 0
2020-08-16 10:17:04,894 : INFO : EPOCH 8 - PROGRESS: at 7.68% examples, 252492 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:05,915 : INFO : EPOCH 8 - PROGRESS: at 7.95% examples, 252502 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:06,927 : INFO : EPOCH 8 - PROGRESS: at 8.19% examples, 252729 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:07,992 : INFO : EPOCH 8 - PROGRESS: at 8.39% examples, 252772 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:09,072 : INFO : EPOCH 8 - PROGRESS: at 8.69% examples, 252900 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:10,074 : INFO : EPOCH 8 - PROGRESS: at 8.94% examples, 253602 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:11,082 : INFO : EPOCH 8 - PROGRESS: at 9.32% examples, 253515 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:12,083 : INFO : EPOCH 8 - PROGRESS: at 9.65% examples, 253775 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:13,127 : INFO : EPOCH 8 - PROGRESS: at 9.87% examples, 253644 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:14,134 : INFO : EPOCH 8 - PROGRESS: at 10.10% examples, 253817 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:15,158 : INFO : EPOCH 8 - PROGRESS: at 10.32% examples, 254141 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:16,191 : INFO : EPOCH 8 - PROGRESS: at 10.53% examples, 254337 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:17,227 : INFO : EPOCH 8 - PROGRESS: at 10.76% examples, 254284 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:18,280 : INFO : EPOCH 8 - PROGRESS: at 10.99% examples, 254491 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:19,281 : INFO : EPOCH 8 - PROGRESS: at 11.21% examples, 254847 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:20,291 : INFO : EPOCH 8 - PROGRESS: at 11.42% examples, 254679 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:21,323 : INFO : EPOCH 8 - PROGRESS: at 11.63% examples, 254874 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:22,331 : INFO : EPOCH 8 - PROGRESS: at 11.87% examples, 255110 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:23,332 : INFO : EPOCH 8 - PROGRESS: at 12.07% examples, 255338 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:24,358 : INFO : EPOCH 8 - PROGRESS: at 12.31% examples, 255272 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:25,400 : INFO : EPOCH 8 - PROGRESS: at 12.65% examples, 255340 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:26,413 : INFO : EPOCH 8 - PROGRESS: at 12.97% examples, 255585 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:27,458 : INFO : EPOCH 8 - PROGRESS: at 13.25% examples, 255333 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:28,515 : INFO : EPOCH 8 - PROGRESS: at 13.54% examples, 255348 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:29,517 : INFO : EPOCH 8 - PROGRESS: at 13.83% examples, 255599 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:30,519 : INFO : EPOCH 8 - PROGRESS: at 14.11% examples, 255382 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:31,575 : INFO : EPOCH 8 - PROGRESS: at 14.41% examples, 255471 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:32,580 : INFO : EPOCH 8 - PROGRESS: at 14.73% examples, 255664 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:33,587 : INFO : EPOCH 8 - PROGRESS: at 15.01% examples, 255665 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:34,631 : INFO : EPOCH 8 - PROGRESS: at 15.36% examples, 255631 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:35,664 : INFO : EPOCH 8 - PROGRESS: at 15.65% examples, 255796 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:36,692 : INFO : EPOCH 8 - PROGRESS: at 15.91% examples, 255810 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:37,696 : INFO : EPOCH 8 - PROGRESS: at 16.14% examples, 255801 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:38,698 : INFO : EPOCH 8 - PROGRESS: at 16.44% examples, 255888 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:39,704 : INFO : EPOCH 8 - PROGRESS: at 16.75% examples, 255983 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:40,724 : INFO : EPOCH 8 - PROGRESS: at 16.96% examples, 256074 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:41,779 : INFO : EPOCH 8 - PROGRESS: at 17.26% examples, 256020 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:42,813 : INFO : EPOCH 8 - PROGRESS: at 17.59% examples, 256056 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:43,816 : INFO : EPOCH 8 - PROGRESS: at 17.90% examples, 256138 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:44,835 : INFO : EPOCH 8 - PROGRESS: at 18.19% examples, 256133 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:45,835 : INFO : EPOCH 8 - PROGRESS: at 18.48% examples, 256223 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:46,870 : INFO : EPOCH 8 - PROGRESS: at 18.80% examples, 256121 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:47,883 : INFO : EPOCH 8 - PROGRESS: at 19.03% examples, 256317 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:48,936 : INFO : EPOCH 8 - PROGRESS: at 19.19% examples, 256715 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:49,974 : INFO : EPOCH 8 - PROGRESS: at 19.33% examples, 257144 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:50,997 : INFO : EPOCH 8 - PROGRESS: at 19.62% examples, 257044 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:52,004 : INFO : EPOCH 8 - PROGRESS: at 19.91% examples, 257238 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:53,041 : INFO : EPOCH 8 - PROGRESS: at 20.19% examples, 257072 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:54,065 : INFO : EPOCH 8 - PROGRESS: at 20.51% examples, 257144 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:55,088 : INFO : EPOCH 8 - PROGRESS: at 20.90% examples, 257092 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:56,104 : INFO : EPOCH 8 - PROGRESS: at 21.22% examples, 257079 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:57,106 : INFO : EPOCH 8 - PROGRESS: at 21.51% examples, 257149 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:58,153 : INFO : EPOCH 8 - PROGRESS: at 21.77% examples, 257063 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:17:59,168 : INFO : EPOCH 8 - PROGRESS: at 22.13% examples, 257128 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:00,226 : INFO : EPOCH 8 - PROGRESS: at 22.58% examples, 257040 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:01,235 : INFO : EPOCH 8 - PROGRESS: at 22.95% examples, 257099 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:02,271 : INFO : EPOCH 8 - PROGRESS: at 23.26% examples, 257049 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:03,279 : INFO : EPOCH 8 - PROGRESS: at 23.59% examples, 257075 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:04,283 : INFO : EPOCH 8 - PROGRESS: at 23.95% examples, 257076 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:05,304 : INFO : EPOCH 8 - PROGRESS: at 24.27% examples, 256999 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:06,315 : INFO : EPOCH 8 - PROGRESS: at 24.60% examples, 256987 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:07,318 : INFO : EPOCH 8 - PROGRESS: at 24.97% examples, 257054 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:08,355 : INFO : EPOCH 8 - PROGRESS: at 25.30% examples, 256984 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:09,406 : INFO : EPOCH 8 - PROGRESS: at 25.65% examples, 256966 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:10,429 : INFO : EPOCH 8 - PROGRESS: at 26.01% examples, 257025 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:11,440 : INFO : EPOCH 8 - PROGRESS: at 26.40% examples, 256993 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:12,448 : INFO : EPOCH 8 - PROGRESS: at 26.70% examples, 256984 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:13,460 : INFO : EPOCH 8 - PROGRESS: at 27.09% examples, 256999 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:14,470 : INFO : EPOCH 8 - PROGRESS: at 27.33% examples, 257040 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:15,474 : INFO : EPOCH 8 - PROGRESS: at 27.62% examples, 257036 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:16,508 : INFO : EPOCH 8 - PROGRESS: at 27.96% examples, 256951 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:17,580 : INFO : EPOCH 8 - PROGRESS: at 28.26% examples, 256931 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:18,645 : INFO : EPOCH 8 - PROGRESS: at 28.60% examples, 256994 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:19,669 : INFO : EPOCH 8 - PROGRESS: at 28.95% examples, 256988 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:20,711 : INFO : EPOCH 8 - PROGRESS: at 29.33% examples, 257011 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:21,745 : INFO : EPOCH 8 - PROGRESS: at 29.68% examples, 256944 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:22,751 : INFO : EPOCH 8 - PROGRESS: at 30.01% examples, 257008 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:23,764 : INFO : EPOCH 8 - PROGRESS: at 30.37% examples, 256987 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:24,793 : INFO : EPOCH 8 - PROGRESS: at 30.75% examples, 257040 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:25,804 : INFO : EPOCH 8 - PROGRESS: at 31.17% examples, 257215 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:26,808 : INFO : EPOCH 8 - PROGRESS: at 31.49% examples, 257186 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:27,809 : INFO : EPOCH 8 - PROGRESS: at 31.83% examples, 257221 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:28,831 : INFO : EPOCH 8 - PROGRESS: at 32.14% examples, 257185 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:29,839 : INFO : EPOCH 8 - PROGRESS: at 32.45% examples, 257189 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:30,860 : INFO : EPOCH 8 - PROGRESS: at 32.84% examples, 257154 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:31,881 : INFO : EPOCH 8 - PROGRESS: at 33.11% examples, 257174 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:32,917 : INFO : EPOCH 8 - PROGRESS: at 33.50% examples, 257104 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:33,922 : INFO : EPOCH 8 - PROGRESS: at 33.91% examples, 257164 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:34,937 : INFO : EPOCH 8 - PROGRESS: at 34.21% examples, 257105 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:35,938 : INFO : EPOCH 8 - PROGRESS: at 34.56% examples, 257125 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:36,969 : INFO : EPOCH 8 - PROGRESS: at 34.94% examples, 257140 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:37,972 : INFO : EPOCH 8 - PROGRESS: at 35.31% examples, 257254 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:39,012 : INFO : EPOCH 8 - PROGRESS: at 35.68% examples, 257222 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:40,014 : INFO : EPOCH 8 - PROGRESS: at 35.98% examples, 257284 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:41,048 : INFO : EPOCH 8 - PROGRESS: at 36.32% examples, 257212 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:42,058 : INFO : EPOCH 8 - PROGRESS: at 36.71% examples, 257266 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:43,089 : INFO : EPOCH 8 - PROGRESS: at 37.10% examples, 257193 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:44,104 : INFO : EPOCH 8 - PROGRESS: at 37.46% examples, 257209 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:45,149 : INFO : EPOCH 8 - PROGRESS: at 37.83% examples, 257183 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:46,184 : INFO : EPOCH 8 - PROGRESS: at 38.25% examples, 257216 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:47,215 : INFO : EPOCH 8 - PROGRESS: at 38.61% examples, 257163 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:48,219 : INFO : EPOCH 8 - PROGRESS: at 39.00% examples, 257194 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:49,226 : INFO : EPOCH 8 - PROGRESS: at 39.38% examples, 257188 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:50,257 : INFO : EPOCH 8 - PROGRESS: at 39.74% examples, 257167 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:51,287 : INFO : EPOCH 8 - PROGRESS: at 40.08% examples, 257154 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:52,288 : INFO : EPOCH 8 - PROGRESS: at 40.42% examples, 257179 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:53,345 : INFO : EPOCH 8 - PROGRESS: at 40.80% examples, 257096 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:54,350 : INFO : EPOCH 8 - PROGRESS: at 41.21% examples, 257145 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:55,411 : INFO : EPOCH 8 - PROGRESS: at 41.58% examples, 257072 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:56,428 : INFO : EPOCH 8 - PROGRESS: at 41.96% examples, 257149 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:57,490 : INFO : EPOCH 8 - PROGRESS: at 42.31% examples, 257053 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:58,568 : INFO : EPOCH 8 - PROGRESS: at 42.67% examples, 257033 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:18:59,575 : INFO : EPOCH 8 - PROGRESS: at 43.01% examples, 257098 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:00,579 : INFO : EPOCH 8 - PROGRESS: at 43.30% examples, 257036 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:01,588 : INFO : EPOCH 8 - PROGRESS: at 43.61% examples, 257111 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:02,644 : INFO : EPOCH 8 - PROGRESS: at 43.89% examples, 257017 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:03,707 : INFO : EPOCH 8 - PROGRESS: at 44.22% examples, 257045 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:04,761 : INFO : EPOCH 8 - PROGRESS: at 44.57% examples, 257071 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:05,768 : INFO : EPOCH 8 - PROGRESS: at 44.91% examples, 257084 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:06,783 : INFO : EPOCH 8 - PROGRESS: at 45.13% examples, 257088 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:07,824 : INFO : EPOCH 8 - PROGRESS: at 45.43% examples, 257112 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:08,837 : INFO : EPOCH 8 - PROGRESS: at 45.75% examples, 257144 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:09,847 : INFO : EPOCH 8 - PROGRESS: at 46.07% examples, 257136 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:10,857 : INFO : EPOCH 8 - PROGRESS: at 46.32% examples, 257151 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:11,866 : INFO : EPOCH 8 - PROGRESS: at 46.68% examples, 257154 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:12,895 : INFO : EPOCH 8 - PROGRESS: at 47.01% examples, 257168 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:13,901 : INFO : EPOCH 8 - PROGRESS: at 47.35% examples, 257204 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:14,933 : INFO : EPOCH 8 - PROGRESS: at 47.72% examples, 257150 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:15,946 : INFO : EPOCH 8 - PROGRESS: at 48.06% examples, 257208 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:16,989 : INFO : EPOCH 8 - PROGRESS: at 48.46% examples, 257171 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:17,993 : INFO : EPOCH 8 - PROGRESS: at 48.76% examples, 257231 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:19,010 : INFO : EPOCH 8 - PROGRESS: at 49.09% examples, 257177 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:20,063 : INFO : EPOCH 8 - PROGRESS: at 49.40% examples, 257186 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:21,075 : INFO : EPOCH 8 - PROGRESS: at 49.70% examples, 257249 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:22,121 : INFO : EPOCH 8 - PROGRESS: at 50.01% examples, 257208 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:23,127 : INFO : EPOCH 8 - PROGRESS: at 50.35% examples, 257208 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:24,162 : INFO : EPOCH 8 - PROGRESS: at 50.54% examples, 257212 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:25,184 : INFO : EPOCH 8 - PROGRESS: at 50.84% examples, 257239 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:26,223 : INFO : EPOCH 8 - PROGRESS: at 51.10% examples, 257220 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:27,264 : INFO : EPOCH 8 - PROGRESS: at 51.48% examples, 257231 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:28,301 : INFO : EPOCH 8 - PROGRESS: at 51.78% examples, 257246 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:29,302 : INFO : EPOCH 8 - PROGRESS: at 52.12% examples, 257285 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:30,328 : INFO : EPOCH 8 - PROGRESS: at 52.44% examples, 257233 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:31,334 : INFO : EPOCH 8 - PROGRESS: at 52.66% examples, 257253 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:32,350 : INFO : EPOCH 8 - PROGRESS: at 53.04% examples, 257291 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:33,352 : INFO : EPOCH 8 - PROGRESS: at 53.36% examples, 257276 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:34,390 : INFO : EPOCH 8 - PROGRESS: at 53.69% examples, 257273 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:35,396 : INFO : EPOCH 8 - PROGRESS: at 53.92% examples, 257322 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:36,419 : INFO : EPOCH 8 - PROGRESS: at 54.24% examples, 257294 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:37,433 : INFO : EPOCH 8 - PROGRESS: at 54.55% examples, 257312 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:38,464 : INFO : EPOCH 8 - PROGRESS: at 54.85% examples, 257271 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:39,475 : INFO : EPOCH 8 - PROGRESS: at 55.09% examples, 257282 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:40,516 : INFO : EPOCH 8 - PROGRESS: at 55.38% examples, 257293 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:41,528 : INFO : EPOCH 8 - PROGRESS: at 55.77% examples, 257332 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:42,536 : INFO : EPOCH 8 - PROGRESS: at 56.16% examples, 257290 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:43,592 : INFO : EPOCH 8 - PROGRESS: at 56.50% examples, 257293 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:44,600 : INFO : EPOCH 8 - PROGRESS: at 56.77% examples, 257321 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:45,613 : INFO : EPOCH 8 - PROGRESS: at 57.04% examples, 257299 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:46,656 : INFO : EPOCH 8 - PROGRESS: at 57.30% examples, 257310 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:47,664 : INFO : EPOCH 8 - PROGRESS: at 57.50% examples, 257339 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:48,679 : INFO : EPOCH 8 - PROGRESS: at 57.79% examples, 257324 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:49,684 : INFO : EPOCH 8 - PROGRESS: at 58.09% examples, 257326 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:50,712 : INFO : EPOCH 8 - PROGRESS: at 58.35% examples, 257343 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:51,714 : INFO : EPOCH 8 - PROGRESS: at 58.56% examples, 257380 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:52,730 : INFO : EPOCH 8 - PROGRESS: at 58.78% examples, 257354 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:53,731 : INFO : EPOCH 8 - PROGRESS: at 59.09% examples, 257373 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:54,756 : INFO : EPOCH 8 - PROGRESS: at 59.39% examples, 257348 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:55,773 : INFO : EPOCH 8 - PROGRESS: at 59.72% examples, 257331 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:56,829 : INFO : EPOCH 8 - PROGRESS: at 60.10% examples, 257317 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:57,844 : INFO : EPOCH 8 - PROGRESS: at 60.37% examples, 257362 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:58,872 : INFO : EPOCH 8 - PROGRESS: at 60.66% examples, 257327 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:19:59,881 : INFO : EPOCH 8 - PROGRESS: at 60.97% examples, 257332 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:00,883 : INFO : EPOCH 8 - PROGRESS: at 61.26% examples, 257339 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:01,899 : INFO : EPOCH 8 - PROGRESS: at 61.58% examples, 257351 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:02,929 : INFO : EPOCH 8 - PROGRESS: at 61.87% examples, 257338 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:03,943 : INFO : EPOCH 8 - PROGRESS: at 62.23% examples, 257370 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:04,978 : INFO : EPOCH 8 - PROGRESS: at 62.54% examples, 257368 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:05,982 : INFO : EPOCH 8 - PROGRESS: at 62.83% examples, 257391 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:06,988 : INFO : EPOCH 8 - PROGRESS: at 63.21% examples, 257399 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:07,995 : INFO : EPOCH 8 - PROGRESS: at 63.52% examples, 257386 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:09,006 : INFO : EPOCH 8 - PROGRESS: at 63.77% examples, 257351 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:10,067 : INFO : EPOCH 8 - PROGRESS: at 64.02% examples, 257359 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:11,081 : INFO : EPOCH 8 - PROGRESS: at 64.33% examples, 257390 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:12,128 : INFO : EPOCH 8 - PROGRESS: at 64.67% examples, 257368 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:13,128 : INFO : EPOCH 8 - PROGRESS: at 64.96% examples, 257352 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:14,182 : INFO : EPOCH 8 - PROGRESS: at 65.08% examples, 257377 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:15,219 : INFO : EPOCH 8 - PROGRESS: at 65.40% examples, 257386 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:16,268 : INFO : EPOCH 8 - PROGRESS: at 65.71% examples, 257375 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:17,287 : INFO : EPOCH 8 - PROGRESS: at 66.03% examples, 257356 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:18,339 : INFO : EPOCH 8 - PROGRESS: at 66.36% examples, 257325 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:19,359 : INFO : EPOCH 8 - PROGRESS: at 66.66% examples, 257289 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:20,389 : INFO : EPOCH 8 - PROGRESS: at 66.97% examples, 257271 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:21,399 : INFO : EPOCH 8 - PROGRESS: at 67.28% examples, 257237 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:22,423 : INFO : EPOCH 8 - PROGRESS: at 67.66% examples, 257185 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:23,453 : INFO : EPOCH 8 - PROGRESS: at 67.93% examples, 256949 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:24,496 : INFO : EPOCH 8 - PROGRESS: at 68.24% examples, 256776 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:25,541 : INFO : EPOCH 8 - PROGRESS: at 68.49% examples, 256742 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:26,555 : INFO : EPOCH 8 - PROGRESS: at 68.84% examples, 256769 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:27,572 : INFO : EPOCH 8 - PROGRESS: at 69.11% examples, 256777 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:28,575 : INFO : EPOCH 8 - PROGRESS: at 69.37% examples, 256762 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:29,625 : INFO : EPOCH 8 - PROGRESS: at 69.74% examples, 256758 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:30,679 : INFO : EPOCH 8 - PROGRESS: at 69.97% examples, 256769 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:31,747 : INFO : EPOCH 8 - PROGRESS: at 70.26% examples, 256775 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:32,762 : INFO : EPOCH 8 - PROGRESS: at 70.57% examples, 256837 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:33,825 : INFO : EPOCH 8 - PROGRESS: at 70.86% examples, 256770 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:34,831 : INFO : EPOCH 8 - PROGRESS: at 71.11% examples, 256804 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:35,871 : INFO : EPOCH 8 - PROGRESS: at 71.39% examples, 256788 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:36,905 : INFO : EPOCH 8 - PROGRESS: at 71.69% examples, 256813 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:37,922 : INFO : EPOCH 8 - PROGRESS: at 72.10% examples, 256813 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:38,931 : INFO : EPOCH 8 - PROGRESS: at 72.35% examples, 256843 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:39,948 : INFO : EPOCH 8 - PROGRESS: at 72.61% examples, 256848 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:40,957 : INFO : EPOCH 8 - PROGRESS: at 72.86% examples, 256874 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:41,980 : INFO : EPOCH 8 - PROGRESS: at 73.10% examples, 256893 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:42,994 : INFO : EPOCH 8 - PROGRESS: at 73.45% examples, 256867 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:44,025 : INFO : EPOCH 8 - PROGRESS: at 73.74% examples, 256889 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:45,034 : INFO : EPOCH 8 - PROGRESS: at 74.05% examples, 256888 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:46,072 : INFO : EPOCH 8 - PROGRESS: at 74.30% examples, 256880 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:47,075 : INFO : EPOCH 8 - PROGRESS: at 74.56% examples, 256904 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:48,099 : INFO : EPOCH 8 - PROGRESS: at 74.83% examples, 256885 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:49,166 : INFO : EPOCH 8 - PROGRESS: at 75.19% examples, 256879 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:50,170 : INFO : EPOCH 8 - PROGRESS: at 75.45% examples, 256916 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:51,230 : INFO : EPOCH 8 - PROGRESS: at 75.73% examples, 256903 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:52,235 : INFO : EPOCH 8 - PROGRESS: at 76.02% examples, 256934 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:53,251 : INFO : EPOCH 8 - PROGRESS: at 76.35% examples, 256930 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:54,260 : INFO : EPOCH 8 - PROGRESS: at 76.74% examples, 256924 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:55,280 : INFO : EPOCH 8 - PROGRESS: at 77.04% examples, 256926 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:56,313 : INFO : EPOCH 8 - PROGRESS: at 77.37% examples, 256934 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:57,319 : INFO : EPOCH 8 - PROGRESS: at 77.71% examples, 256965 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:58,321 : INFO : EPOCH 8 - PROGRESS: at 78.01% examples, 256956 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:20:59,332 : INFO : EPOCH 8 - PROGRESS: at 78.30% examples, 256943 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:00,396 : INFO : EPOCH 8 - PROGRESS: at 78.65% examples, 256934 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:01,403 : INFO : EPOCH 8 - PROGRESS: at 78.97% examples, 256920 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:02,446 : INFO : EPOCH 8 - PROGRESS: at 79.31% examples, 256941 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:03,466 : INFO : EPOCH 8 - PROGRESS: at 79.40% examples, 256937 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:04,483 : INFO : EPOCH 8 - PROGRESS: at 79.46% examples, 256992 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:05,491 : INFO : EPOCH 8 - PROGRESS: at 79.63% examples, 257021 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:06,494 : INFO : EPOCH 8 - PROGRESS: at 79.93% examples, 257017 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:07,553 : INFO : EPOCH 8 - PROGRESS: at 80.27% examples, 257016 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:08,583 : INFO : EPOCH 8 - PROGRESS: at 80.59% examples, 257036 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:09,605 : INFO : EPOCH 8 - PROGRESS: at 80.92% examples, 257047 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:10,628 : INFO : EPOCH 8 - PROGRESS: at 81.26% examples, 257043 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:11,640 : INFO : EPOCH 8 - PROGRESS: at 81.54% examples, 257058 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:12,686 : INFO : EPOCH 8 - PROGRESS: at 81.84% examples, 257045 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:13,690 : INFO : EPOCH 8 - PROGRESS: at 82.10% examples, 257092 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:14,712 : INFO : EPOCH 8 - PROGRESS: at 82.46% examples, 257066 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:15,731 : INFO : EPOCH 8 - PROGRESS: at 82.85% examples, 257086 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:16,750 : INFO : EPOCH 8 - PROGRESS: at 83.19% examples, 257069 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:17,816 : INFO : EPOCH 8 - PROGRESS: at 83.49% examples, 257064 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:18,879 : INFO : EPOCH 8 - PROGRESS: at 83.76% examples, 257064 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:19,912 : INFO : EPOCH 8 - PROGRESS: at 84.05% examples, 257066 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:20,953 : INFO : EPOCH 8 - PROGRESS: at 84.28% examples, 257095 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:21,963 : INFO : EPOCH 8 - PROGRESS: at 84.64% examples, 257093 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:22,969 : INFO : EPOCH 8 - PROGRESS: at 84.94% examples, 257109 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:23,982 : INFO : EPOCH 8 - PROGRESS: at 85.33% examples, 257110 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:25,016 : INFO : EPOCH 8 - PROGRESS: at 85.65% examples, 257068 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:26,032 : INFO : EPOCH 8 - PROGRESS: at 85.98% examples, 257107 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:27,096 : INFO : EPOCH 8 - PROGRESS: at 86.27% examples, 257069 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:28,097 : INFO : EPOCH 8 - PROGRESS: at 86.59% examples, 257052 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:29,180 : INFO : EPOCH 8 - PROGRESS: at 86.87% examples, 257052 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:30,191 : INFO : EPOCH 8 - PROGRESS: at 87.13% examples, 257059 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:31,197 : INFO : EPOCH 8 - PROGRESS: at 87.42% examples, 257059 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:32,206 : INFO : EPOCH 8 - PROGRESS: at 87.76% examples, 257074 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:33,224 : INFO : EPOCH 8 - PROGRESS: at 88.11% examples, 257064 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:34,224 : INFO : EPOCH 8 - PROGRESS: at 88.38% examples, 257060 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:35,235 : INFO : EPOCH 8 - PROGRESS: at 88.73% examples, 257062 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:36,239 : INFO : EPOCH 8 - PROGRESS: at 89.04% examples, 257067 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:37,258 : INFO : EPOCH 8 - PROGRESS: at 89.39% examples, 257066 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:38,266 : INFO : EPOCH 8 - PROGRESS: at 89.65% examples, 257068 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:39,284 : INFO : EPOCH 8 - PROGRESS: at 89.96% examples, 257082 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:40,316 : INFO : EPOCH 8 - PROGRESS: at 90.31% examples, 257062 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:41,342 : INFO : EPOCH 8 - PROGRESS: at 90.58% examples, 257065 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:42,349 : INFO : EPOCH 8 - PROGRESS: at 90.89% examples, 257067 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:43,368 : INFO : EPOCH 8 - PROGRESS: at 91.24% examples, 257082 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:44,404 : INFO : EPOCH 8 - PROGRESS: at 91.42% examples, 257070 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:45,448 : INFO : EPOCH 8 - PROGRESS: at 91.63% examples, 257083 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:46,466 : INFO : EPOCH 8 - PROGRESS: at 92.02% examples, 257074 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:47,499 : INFO : EPOCH 8 - PROGRESS: at 92.35% examples, 257080 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:48,511 : INFO : EPOCH 8 - PROGRESS: at 92.63% examples, 257077 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:49,524 : INFO : EPOCH 8 - PROGRESS: at 92.87% examples, 257078 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:50,528 : INFO : EPOCH 8 - PROGRESS: at 93.17% examples, 257065 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:51,541 : INFO : EPOCH 8 - PROGRESS: at 93.46% examples, 257091 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:52,542 : INFO : EPOCH 8 - PROGRESS: at 93.77% examples, 257080 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:53,575 : INFO : EPOCH 8 - PROGRESS: at 94.12% examples, 257092 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:54,596 : INFO : EPOCH 8 - PROGRESS: at 94.44% examples, 257082 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:55,622 : INFO : EPOCH 8 - PROGRESS: at 94.76% examples, 257084 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:56,625 : INFO : EPOCH 8 - PROGRESS: at 95.02% examples, 257105 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:57,630 : INFO : EPOCH 8 - PROGRESS: at 95.20% examples, 257102 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:58,645 : INFO : EPOCH 8 - PROGRESS: at 95.49% examples, 257104 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:21:59,658 : INFO : EPOCH 8 - PROGRESS: at 95.80% examples, 257095 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:00,663 : INFO : EPOCH 8 - PROGRESS: at 96.14% examples, 257102 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:01,672 : INFO : EPOCH 8 - PROGRESS: at 96.44% examples, 257072 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:02,706 : INFO : EPOCH 8 - PROGRESS: at 96.63% examples, 257100 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:03,719 : INFO : EPOCH 8 - PROGRESS: at 96.96% examples, 257131 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:04,721 : INFO : EPOCH 8 - PROGRESS: at 97.20% examples, 257115 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:05,730 : INFO : EPOCH 8 - PROGRESS: at 97.43% examples, 257112 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:06,751 : INFO : EPOCH 8 - PROGRESS: at 97.62% examples, 257138 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:07,763 : INFO : EPOCH 8 - PROGRESS: at 97.68% examples, 257166 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:08,765 : INFO : EPOCH 8 - PROGRESS: at 97.89% examples, 257154 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:09,793 : INFO : EPOCH 8 - PROGRESS: at 98.27% examples, 257175 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:10,812 : INFO : EPOCH 8 - PROGRESS: at 98.64% examples, 257150 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:11,913 : INFO : EPOCH 8 - PROGRESS: at 99.01% examples, 257137 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:12,971 : INFO : EPOCH 8 - PROGRESS: at 99.38% examples, 257146 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:13,996 : INFO : EPOCH 8 - PROGRESS: at 99.74% examples, 257148 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:14,643 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 10:22:14,653 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 10:22:14,689 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 10:22:14,697 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 10:22:14,698 : INFO : EPOCH - 8 : training on 120798425 raw words (86541493 effective words) took 336.5s, 257168 effective words/s
2020-08-16 10:22:15,771 : INFO : EPOCH 9 - PROGRESS: at 0.25% examples, 234988 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:16,824 : INFO : EPOCH 9 - PROGRESS: at 0.45% examples, 248478 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:17,858 : INFO : EPOCH 9 - PROGRESS: at 0.67% examples, 251348 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:18,860 : INFO : EPOCH 9 - PROGRESS: at 0.89% examples, 256090 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:19,884 : INFO : EPOCH 9 - PROGRESS: at 1.27% examples, 254471 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:20,884 : INFO : EPOCH 9 - PROGRESS: at 1.53% examples, 255307 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:21,930 : INFO : EPOCH 9 - PROGRESS: at 1.87% examples, 255312 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:22,944 : INFO : EPOCH 9 - PROGRESS: at 2.20% examples, 256370 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:23,956 : INFO : EPOCH 9 - PROGRESS: at 2.47% examples, 256395 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:24,963 : INFO : EPOCH 9 - PROGRESS: at 2.72% examples, 256701 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:26,016 : INFO : EPOCH 9 - PROGRESS: at 3.06% examples, 256161 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:27,086 : INFO : EPOCH 9 - PROGRESS: at 3.38% examples, 256437 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:28,098 : INFO : EPOCH 9 - PROGRESS: at 3.73% examples, 256720 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:29,140 : INFO : EPOCH 9 - PROGRESS: at 4.14% examples, 256614 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:30,160 : INFO : EPOCH 9 - PROGRESS: at 4.54% examples, 256709 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:31,169 : INFO : EPOCH 9 - PROGRESS: at 4.93% examples, 256906 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:32,192 : INFO : EPOCH 9 - PROGRESS: at 5.16% examples, 256517 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:33,258 : INFO : EPOCH 9 - PROGRESS: at 5.46% examples, 256709 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:34,313 : INFO : EPOCH 9 - PROGRESS: at 5.81% examples, 256705 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:35,321 : INFO : EPOCH 9 - PROGRESS: at 6.06% examples, 257068 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:36,342 : INFO : EPOCH 9 - PROGRESS: at 6.29% examples, 257130 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:37,361 : INFO : EPOCH 9 - PROGRESS: at 6.56% examples, 257427 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:38,402 : INFO : EPOCH 9 - PROGRESS: at 6.84% examples, 257311 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:39,426 : INFO : EPOCH 9 - PROGRESS: at 7.18% examples, 257432 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:40,440 : INFO : EPOCH 9 - PROGRESS: at 7.51% examples, 257278 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:41,474 : INFO : EPOCH 9 - PROGRESS: at 7.84% examples, 257247 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:42,504 : INFO : EPOCH 9 - PROGRESS: at 8.11% examples, 257402 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:43,569 : INFO : EPOCH 9 - PROGRESS: at 8.32% examples, 257293 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:44,639 : INFO : EPOCH 9 - PROGRESS: at 8.59% examples, 257362 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:45,700 : INFO : EPOCH 9 - PROGRESS: at 8.83% examples, 257536 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:46,777 : INFO : EPOCH 9 - PROGRESS: at 9.20% examples, 257503 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:47,781 : INFO : EPOCH 9 - PROGRESS: at 9.54% examples, 257792 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:48,810 : INFO : EPOCH 9 - PROGRESS: at 9.78% examples, 257441 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:49,812 : INFO : EPOCH 9 - PROGRESS: at 10.04% examples, 257863 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:50,815 : INFO : EPOCH 9 - PROGRESS: at 10.25% examples, 257758 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:51,825 : INFO : EPOCH 9 - PROGRESS: at 10.47% examples, 257796 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:52,834 : INFO : EPOCH 9 - PROGRESS: at 10.68% examples, 257991 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:53,876 : INFO : EPOCH 9 - PROGRESS: at 10.91% examples, 257662 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:54,882 : INFO : EPOCH 9 - PROGRESS: at 11.11% examples, 257962 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:55,906 : INFO : EPOCH 9 - PROGRESS: at 11.35% examples, 257925 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:56,919 : INFO : EPOCH 9 - PROGRESS: at 11.56% examples, 257952 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:57,963 : INFO : EPOCH 9 - PROGRESS: at 11.78% examples, 258045 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:58,968 : INFO : EPOCH 9 - PROGRESS: at 11.99% examples, 258151 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:22:59,991 : INFO : EPOCH 9 - PROGRESS: at 12.23% examples, 258263 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:00,996 : INFO : EPOCH 9 - PROGRESS: at 12.50% examples, 258214 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:02,069 : INFO : EPOCH 9 - PROGRESS: at 12.86% examples, 258073 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:03,142 : INFO : EPOCH 9 - PROGRESS: at 13.14% examples, 258030 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:04,217 : INFO : EPOCH 9 - PROGRESS: at 13.46% examples, 257902 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:05,256 : INFO : EPOCH 9 - PROGRESS: at 13.74% examples, 258029 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:06,312 : INFO : EPOCH 9 - PROGRESS: at 14.07% examples, 257917 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:07,371 : INFO : EPOCH 9 - PROGRESS: at 14.36% examples, 257930 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:08,414 : INFO : EPOCH 9 - PROGRESS: at 14.68% examples, 258019 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:09,439 : INFO : EPOCH 9 - PROGRESS: at 14.96% examples, 258061 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:10,449 : INFO : EPOCH 9 - PROGRESS: at 15.29% examples, 258003 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:11,452 : INFO : EPOCH 9 - PROGRESS: at 15.59% examples, 258091 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:12,482 : INFO : EPOCH 9 - PROGRESS: at 15.87% examples, 258056 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:13,488 : INFO : EPOCH 9 - PROGRESS: at 16.10% examples, 258148 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:14,502 : INFO : EPOCH 9 - PROGRESS: at 16.37% examples, 258162 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:15,505 : INFO : EPOCH 9 - PROGRESS: at 16.71% examples, 258152 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:16,536 : INFO : EPOCH 9 - PROGRESS: at 16.91% examples, 258144 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:17,562 : INFO : EPOCH 9 - PROGRESS: at 17.24% examples, 258163 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:18,614 : INFO : EPOCH 9 - PROGRESS: at 17.52% examples, 258108 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:19,623 : INFO : EPOCH 9 - PROGRESS: at 17.84% examples, 258229 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:20,653 : INFO : EPOCH 9 - PROGRESS: at 18.14% examples, 258140 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:21,663 : INFO : EPOCH 9 - PROGRESS: at 18.43% examples, 258113 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:22,720 : INFO : EPOCH 9 - PROGRESS: at 18.73% examples, 258046 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:23,728 : INFO : EPOCH 9 - PROGRESS: at 19.01% examples, 258173 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:24,759 : INFO : EPOCH 9 - PROGRESS: at 19.16% examples, 258637 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:25,769 : INFO : EPOCH 9 - PROGRESS: at 19.31% examples, 259034 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:26,770 : INFO : EPOCH 9 - PROGRESS: at 19.58% examples, 259006 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:27,771 : INFO : EPOCH 9 - PROGRESS: at 19.83% examples, 258847 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:28,817 : INFO : EPOCH 9 - PROGRESS: at 20.14% examples, 258888 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:29,843 : INFO : EPOCH 9 - PROGRESS: at 20.43% examples, 258956 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:30,870 : INFO : EPOCH 9 - PROGRESS: at 20.80% examples, 258852 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:31,874 : INFO : EPOCH 9 - PROGRESS: at 21.15% examples, 258845 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:32,887 : INFO : EPOCH 9 - PROGRESS: at 21.46% examples, 258805 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:33,925 : INFO : EPOCH 9 - PROGRESS: at 21.70% examples, 258779 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:34,951 : INFO : EPOCH 9 - PROGRESS: at 22.05% examples, 258803 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:36,009 : INFO : EPOCH 9 - PROGRESS: at 22.48% examples, 258691 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:37,020 : INFO : EPOCH 9 - PROGRESS: at 22.87% examples, 258732 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:38,033 : INFO : EPOCH 9 - PROGRESS: at 23.19% examples, 258636 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:39,091 : INFO : EPOCH 9 - PROGRESS: at 23.51% examples, 258421 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:40,140 : INFO : EPOCH 9 - PROGRESS: at 23.87% examples, 258350 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:41,152 : INFO : EPOCH 9 - PROGRESS: at 24.20% examples, 258273 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:42,175 : INFO : EPOCH 9 - PROGRESS: at 24.51% examples, 258148 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:43,195 : INFO : EPOCH 9 - PROGRESS: at 24.80% examples, 257506 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:44,211 : INFO : EPOCH 9 - PROGRESS: at 25.10% examples, 257167 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:45,259 : INFO : EPOCH 9 - PROGRESS: at 25.45% examples, 256977 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:46,272 : INFO : EPOCH 9 - PROGRESS: at 25.75% examples, 256905 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:47,332 : INFO : EPOCH 9 - PROGRESS: at 26.16% examples, 256947 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:48,344 : INFO : EPOCH 9 - PROGRESS: at 26.50% examples, 256930 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:49,345 : INFO : EPOCH 9 - PROGRESS: at 26.89% examples, 257008 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:50,346 : INFO : EPOCH 9 - PROGRESS: at 27.11% examples, 256939 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:51,404 : INFO : EPOCH 9 - PROGRESS: at 27.46% examples, 256948 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:52,408 : INFO : EPOCH 9 - PROGRESS: at 27.72% examples, 257024 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:53,468 : INFO : EPOCH 9 - PROGRESS: at 28.08% examples, 256920 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:54,470 : INFO : EPOCH 9 - PROGRESS: at 28.37% examples, 257064 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:55,498 : INFO : EPOCH 9 - PROGRESS: at 28.70% examples, 256987 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:56,529 : INFO : EPOCH 9 - PROGRESS: at 29.08% examples, 256960 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:57,530 : INFO : EPOCH 9 - PROGRESS: at 29.44% examples, 257004 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:58,553 : INFO : EPOCH 9 - PROGRESS: at 29.77% examples, 256989 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:23:59,582 : INFO : EPOCH 9 - PROGRESS: at 30.09% examples, 257001 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:00,622 : INFO : EPOCH 9 - PROGRESS: at 30.51% examples, 256949 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:01,623 : INFO : EPOCH 9 - PROGRESS: at 30.88% examples, 257141 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:02,627 : INFO : EPOCH 9 - PROGRESS: at 31.30% examples, 257259 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:03,642 : INFO : EPOCH 9 - PROGRESS: at 31.57% examples, 257170 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:04,666 : INFO : EPOCH 9 - PROGRESS: at 31.94% examples, 257135 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:05,677 : INFO : EPOCH 9 - PROGRESS: at 32.24% examples, 257198 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:06,680 : INFO : EPOCH 9 - PROGRESS: at 32.58% examples, 257212 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:07,717 : INFO : EPOCH 9 - PROGRESS: at 32.93% examples, 257144 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:08,721 : INFO : EPOCH 9 - PROGRESS: at 33.22% examples, 257202 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:09,758 : INFO : EPOCH 9 - PROGRESS: at 33.63% examples, 257130 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:10,760 : INFO : EPOCH 9 - PROGRESS: at 34.03% examples, 257230 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:11,768 : INFO : EPOCH 9 - PROGRESS: at 34.33% examples, 257133 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:12,768 : INFO : EPOCH 9 - PROGRESS: at 34.67% examples, 257108 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:13,797 : INFO : EPOCH 9 - PROGRESS: at 35.05% examples, 257190 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:14,845 : INFO : EPOCH 9 - PROGRESS: at 35.45% examples, 257254 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:15,885 : INFO : EPOCH 9 - PROGRESS: at 35.78% examples, 257297 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:16,908 : INFO : EPOCH 9 - PROGRESS: at 36.10% examples, 257299 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:17,949 : INFO : EPOCH 9 - PROGRESS: at 36.47% examples, 257266 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:18,951 : INFO : EPOCH 9 - PROGRESS: at 36.88% examples, 257327 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:20,033 : INFO : EPOCH 9 - PROGRESS: at 37.27% examples, 257199 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:21,037 : INFO : EPOCH 9 - PROGRESS: at 37.63% examples, 257248 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:22,081 : INFO : EPOCH 9 - PROGRESS: at 37.99% examples, 257219 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:23,097 : INFO : EPOCH 9 - PROGRESS: at 38.40% examples, 257241 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:24,125 : INFO : EPOCH 9 - PROGRESS: at 38.79% examples, 257225 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:25,169 : INFO : EPOCH 9 - PROGRESS: at 39.18% examples, 257194 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:26,179 : INFO : EPOCH 9 - PROGRESS: at 39.53% examples, 257180 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:27,200 : INFO : EPOCH 9 - PROGRESS: at 39.89% examples, 257180 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:28,202 : INFO : EPOCH 9 - PROGRESS: at 40.21% examples, 257209 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:29,209 : INFO : EPOCH 9 - PROGRESS: at 40.56% examples, 257167 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:30,262 : INFO : EPOCH 9 - PROGRESS: at 40.96% examples, 257172 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:31,269 : INFO : EPOCH 9 - PROGRESS: at 41.37% examples, 257163 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:32,336 : INFO : EPOCH 9 - PROGRESS: at 41.73% examples, 257125 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:33,354 : INFO : EPOCH 9 - PROGRESS: at 42.12% examples, 257207 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:34,400 : INFO : EPOCH 9 - PROGRESS: at 42.48% examples, 257121 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:35,477 : INFO : EPOCH 9 - PROGRESS: at 42.82% examples, 257103 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:36,539 : INFO : EPOCH 9 - PROGRESS: at 43.13% examples, 257104 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:37,612 : INFO : EPOCH 9 - PROGRESS: at 43.44% examples, 257094 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:38,686 : INFO : EPOCH 9 - PROGRESS: at 43.77% examples, 257087 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:39,763 : INFO : EPOCH 9 - PROGRESS: at 44.08% examples, 257105 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:40,814 : INFO : EPOCH 9 - PROGRESS: at 44.42% examples, 257142 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:41,814 : INFO : EPOCH 9 - PROGRESS: at 44.77% examples, 257174 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:42,825 : INFO : EPOCH 9 - PROGRESS: at 45.01% examples, 257146 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:43,833 : INFO : EPOCH 9 - PROGRESS: at 45.28% examples, 257227 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:44,845 : INFO : EPOCH 9 - PROGRESS: at 45.62% examples, 257214 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:45,846 : INFO : EPOCH 9 - PROGRESS: at 45.94% examples, 257243 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:46,851 : INFO : EPOCH 9 - PROGRESS: at 46.22% examples, 257267 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:47,860 : INFO : EPOCH 9 - PROGRESS: at 46.46% examples, 257233 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:48,868 : INFO : EPOCH 9 - PROGRESS: at 46.88% examples, 257291 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:49,882 : INFO : EPOCH 9 - PROGRESS: at 47.17% examples, 257258 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:50,884 : INFO : EPOCH 9 - PROGRESS: at 47.54% examples, 257280 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:51,888 : INFO : EPOCH 9 - PROGRESS: at 47.88% examples, 257303 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:52,920 : INFO : EPOCH 9 - PROGRESS: at 48.23% examples, 257251 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:53,989 : INFO : EPOCH 9 - PROGRESS: at 48.65% examples, 257251 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:54,990 : INFO : EPOCH 9 - PROGRESS: at 48.98% examples, 257326 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:56,018 : INFO : EPOCH 9 - PROGRESS: at 49.22% examples, 257275 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:57,019 : INFO : EPOCH 9 - PROGRESS: at 49.60% examples, 257326 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:58,055 : INFO : EPOCH 9 - PROGRESS: at 49.91% examples, 257263 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:24:59,060 : INFO : EPOCH 9 - PROGRESS: at 50.18% examples, 257326 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:00,116 : INFO : EPOCH 9 - PROGRESS: at 50.45% examples, 257282 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:01,122 : INFO : EPOCH 9 - PROGRESS: at 50.65% examples, 257316 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:02,161 : INFO : EPOCH 9 - PROGRESS: at 50.94% examples, 257301 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:03,211 : INFO : EPOCH 9 - PROGRESS: at 51.28% examples, 257314 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:04,237 : INFO : EPOCH 9 - PROGRESS: at 51.62% examples, 257331 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:05,290 : INFO : EPOCH 9 - PROGRESS: at 51.92% examples, 257326 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:06,313 : INFO : EPOCH 9 - PROGRESS: at 52.29% examples, 257330 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:07,356 : INFO : EPOCH 9 - PROGRESS: at 52.52% examples, 257305 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:08,362 : INFO : EPOCH 9 - PROGRESS: at 52.87% examples, 257350 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:09,369 : INFO : EPOCH 9 - PROGRESS: at 53.24% examples, 257346 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:10,388 : INFO : EPOCH 9 - PROGRESS: at 53.59% examples, 257380 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:11,420 : INFO : EPOCH 9 - PROGRESS: at 53.80% examples, 257335 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:12,426 : INFO : EPOCH 9 - PROGRESS: at 54.13% examples, 257400 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:13,432 : INFO : EPOCH 9 - PROGRESS: at 54.37% examples, 257380 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:14,468 : INFO : EPOCH 9 - PROGRESS: at 54.69% examples, 257374 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:15,500 : INFO : EPOCH 9 - PROGRESS: at 55.00% examples, 257346 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:16,564 : INFO : EPOCH 9 - PROGRESS: at 55.22% examples, 257367 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:17,568 : INFO : EPOCH 9 - PROGRESS: at 55.55% examples, 257382 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:18,588 : INFO : EPOCH 9 - PROGRESS: at 55.98% examples, 257363 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:19,588 : INFO : EPOCH 9 - PROGRESS: at 56.33% examples, 257377 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:20,642 : INFO : EPOCH 9 - PROGRESS: at 56.62% examples, 257354 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:21,658 : INFO : EPOCH 9 - PROGRESS: at 56.92% examples, 257387 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:22,661 : INFO : EPOCH 9 - PROGRESS: at 57.20% examples, 257392 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:23,679 : INFO : EPOCH 9 - PROGRESS: at 57.39% examples, 257383 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:24,725 : INFO : EPOCH 9 - PROGRESS: at 57.67% examples, 257396 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:25,732 : INFO : EPOCH 9 - PROGRESS: at 57.94% examples, 257407 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:26,741 : INFO : EPOCH 9 - PROGRESS: at 58.25% examples, 257442 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:27,755 : INFO : EPOCH 9 - PROGRESS: at 58.48% examples, 257423 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:28,781 : INFO : EPOCH 9 - PROGRESS: at 58.67% examples, 257428 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:29,818 : INFO : EPOCH 9 - PROGRESS: at 58.97% examples, 257428 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:30,847 : INFO : EPOCH 9 - PROGRESS: at 59.32% examples, 257411 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:31,863 : INFO : EPOCH 9 - PROGRESS: at 59.61% examples, 257457 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:32,866 : INFO : EPOCH 9 - PROGRESS: at 59.95% examples, 257419 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:33,871 : INFO : EPOCH 9 - PROGRESS: at 60.29% examples, 257474 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:34,889 : INFO : EPOCH 9 - PROGRESS: at 60.52% examples, 257433 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:35,909 : INFO : EPOCH 9 - PROGRESS: at 60.83% examples, 257413 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:36,916 : INFO : EPOCH 9 - PROGRESS: at 61.13% examples, 257452 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:37,953 : INFO : EPOCH 9 - PROGRESS: at 61.46% examples, 257421 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:38,954 : INFO : EPOCH 9 - PROGRESS: at 61.74% examples, 257468 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:39,974 : INFO : EPOCH 9 - PROGRESS: at 62.08% examples, 257450 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:40,988 : INFO : EPOCH 9 - PROGRESS: at 62.42% examples, 257457 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:41,997 : INFO : EPOCH 9 - PROGRESS: at 62.66% examples, 257467 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:43,012 : INFO : EPOCH 9 - PROGRESS: at 63.03% examples, 257475 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:44,032 : INFO : EPOCH 9 - PROGRESS: at 63.39% examples, 257470 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:45,035 : INFO : EPOCH 9 - PROGRESS: at 63.69% examples, 257482 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:46,041 : INFO : EPOCH 9 - PROGRESS: at 63.93% examples, 257496 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:47,076 : INFO : EPOCH 9 - PROGRESS: at 64.17% examples, 257445 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:48,079 : INFO : EPOCH 9 - PROGRESS: at 64.50% examples, 257481 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:49,093 : INFO : EPOCH 9 - PROGRESS: at 64.81% examples, 257478 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:50,098 : INFO : EPOCH 9 - PROGRESS: at 65.02% examples, 257469 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:51,134 : INFO : EPOCH 9 - PROGRESS: at 65.22% examples, 257468 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:52,136 : INFO : EPOCH 9 - PROGRESS: at 65.54% examples, 257487 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:53,205 : INFO : EPOCH 9 - PROGRESS: at 65.83% examples, 257440 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:54,219 : INFO : EPOCH 9 - PROGRESS: at 66.23% examples, 257472 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:55,221 : INFO : EPOCH 9 - PROGRESS: at 66.52% examples, 257461 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:56,231 : INFO : EPOCH 9 - PROGRESS: at 66.85% examples, 257493 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:57,283 : INFO : EPOCH 9 - PROGRESS: at 67.16% examples, 257451 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:58,289 : INFO : EPOCH 9 - PROGRESS: at 67.51% examples, 257459 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:25:59,299 : INFO : EPOCH 9 - PROGRESS: at 67.85% examples, 257504 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:00,309 : INFO : EPOCH 9 - PROGRESS: at 68.20% examples, 257475 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:01,343 : INFO : EPOCH 9 - PROGRESS: at 68.48% examples, 257455 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:02,356 : INFO : EPOCH 9 - PROGRESS: at 68.80% examples, 257480 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:03,368 : INFO : EPOCH 9 - PROGRESS: at 69.09% examples, 257483 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:04,384 : INFO : EPOCH 9 - PROGRESS: at 69.34% examples, 257447 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:05,414 : INFO : EPOCH 9 - PROGRESS: at 69.71% examples, 257468 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:06,474 : INFO : EPOCH 9 - PROGRESS: at 69.94% examples, 257473 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:07,536 : INFO : EPOCH 9 - PROGRESS: at 70.22% examples, 257477 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:08,537 : INFO : EPOCH 9 - PROGRESS: at 70.52% examples, 257489 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:09,603 : INFO : EPOCH 9 - PROGRESS: at 70.84% examples, 257468 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:10,663 : INFO : EPOCH 9 - PROGRESS: at 71.08% examples, 257476 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:11,679 : INFO : EPOCH 9 - PROGRESS: at 71.38% examples, 257540 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:12,689 : INFO : EPOCH 9 - PROGRESS: at 71.64% examples, 257502 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:13,702 : INFO : EPOCH 9 - PROGRESS: at 72.06% examples, 257503 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:14,713 : INFO : EPOCH 9 - PROGRESS: at 72.33% examples, 257529 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:15,738 : INFO : EPOCH 9 - PROGRESS: at 72.59% examples, 257526 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:16,803 : INFO : EPOCH 9 - PROGRESS: at 72.85% examples, 257542 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:17,806 : INFO : EPOCH 9 - PROGRESS: at 73.09% examples, 257580 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:18,818 : INFO : EPOCH 9 - PROGRESS: at 73.43% examples, 257581 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:19,844 : INFO : EPOCH 9 - PROGRESS: at 73.74% examples, 257571 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:20,857 : INFO : EPOCH 9 - PROGRESS: at 74.03% examples, 257565 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:21,867 : INFO : EPOCH 9 - PROGRESS: at 74.28% examples, 257585 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:22,869 : INFO : EPOCH 9 - PROGRESS: at 74.54% examples, 257581 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:23,887 : INFO : EPOCH 9 - PROGRESS: at 74.81% examples, 257566 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:24,929 : INFO : EPOCH 9 - PROGRESS: at 75.17% examples, 257548 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:25,937 : INFO : EPOCH 9 - PROGRESS: at 75.43% examples, 257579 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:26,999 : INFO : EPOCH 9 - PROGRESS: at 75.70% examples, 257560 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:28,002 : INFO : EPOCH 9 - PROGRESS: at 75.99% examples, 257593 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:29,069 : INFO : EPOCH 9 - PROGRESS: at 76.32% examples, 257564 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:30,154 : INFO : EPOCH 9 - PROGRESS: at 76.74% examples, 257560 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:31,166 : INFO : EPOCH 9 - PROGRESS: at 77.04% examples, 257568 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:32,189 : INFO : EPOCH 9 - PROGRESS: at 77.37% examples, 257583 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:33,197 : INFO : EPOCH 9 - PROGRESS: at 77.71% examples, 257611 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:34,249 : INFO : EPOCH 9 - PROGRESS: at 78.02% examples, 257575 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:35,285 : INFO : EPOCH 9 - PROGRESS: at 78.32% examples, 257584 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:36,294 : INFO : EPOCH 9 - PROGRESS: at 78.66% examples, 257574 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:37,306 : INFO : EPOCH 9 - PROGRESS: at 78.98% examples, 257583 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:38,320 : INFO : EPOCH 9 - PROGRESS: at 79.31% examples, 257576 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:39,330 : INFO : EPOCH 9 - PROGRESS: at 79.40% examples, 257579 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:40,359 : INFO : EPOCH 9 - PROGRESS: at 79.46% examples, 257620 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:41,406 : INFO : EPOCH 9 - PROGRESS: at 79.63% examples, 257636 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:42,408 : INFO : EPOCH 9 - PROGRESS: at 79.95% examples, 257660 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:43,412 : INFO : EPOCH 9 - PROGRESS: at 80.27% examples, 257654 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:44,426 : INFO : EPOCH 9 - PROGRESS: at 80.59% examples, 257661 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:45,435 : INFO : EPOCH 9 - PROGRESS: at 80.91% examples, 257653 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:46,455 : INFO : EPOCH 9 - PROGRESS: at 81.26% examples, 257680 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:47,462 : INFO : EPOCH 9 - PROGRESS: at 81.53% examples, 257672 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:48,482 : INFO : EPOCH 9 - PROGRESS: at 81.83% examples, 257653 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:49,508 : INFO : EPOCH 9 - PROGRESS: at 82.08% examples, 257680 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:50,527 : INFO : EPOCH 9 - PROGRESS: at 82.44% examples, 257657 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:51,580 : INFO : EPOCH 9 - PROGRESS: at 82.81% examples, 257668 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:52,588 : INFO : EPOCH 9 - PROGRESS: at 83.18% examples, 257683 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:53,617 : INFO : EPOCH 9 - PROGRESS: at 83.48% examples, 257666 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:54,651 : INFO : EPOCH 9 - PROGRESS: at 83.72% examples, 257660 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:55,690 : INFO : EPOCH 9 - PROGRESS: at 84.04% examples, 257664 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:56,726 : INFO : EPOCH 9 - PROGRESS: at 84.25% examples, 257682 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:57,752 : INFO : EPOCH 9 - PROGRESS: at 84.60% examples, 257688 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:58,758 : INFO : EPOCH 9 - PROGRESS: at 84.89% examples, 257639 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:26:59,762 : INFO : EPOCH 9 - PROGRESS: at 85.30% examples, 257645 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:00,776 : INFO : EPOCH 9 - PROGRESS: at 85.60% examples, 257595 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:01,806 : INFO : EPOCH 9 - PROGRESS: at 85.88% examples, 257541 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:02,853 : INFO : EPOCH 9 - PROGRESS: at 86.17% examples, 257445 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:03,854 : INFO : EPOCH 9 - PROGRESS: at 86.44% examples, 257322 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:04,876 : INFO : EPOCH 9 - PROGRESS: at 86.69% examples, 257189 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:05,908 : INFO : EPOCH 9 - PROGRESS: at 87.01% examples, 257188 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:06,909 : INFO : EPOCH 9 - PROGRESS: at 87.21% examples, 257180 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:07,935 : INFO : EPOCH 9 - PROGRESS: at 87.55% examples, 257167 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:08,938 : INFO : EPOCH 9 - PROGRESS: at 87.88% examples, 257182 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:09,953 : INFO : EPOCH 9 - PROGRESS: at 88.23% examples, 257199 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:10,954 : INFO : EPOCH 9 - PROGRESS: at 88.51% examples, 257191 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:12,001 : INFO : EPOCH 9 - PROGRESS: at 88.88% examples, 257186 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:13,005 : INFO : EPOCH 9 - PROGRESS: at 89.16% examples, 257192 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:14,048 : INFO : EPOCH 9 - PROGRESS: at 89.48% examples, 257198 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:15,077 : INFO : EPOCH 9 - PROGRESS: at 89.79% examples, 257200 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:16,087 : INFO : EPOCH 9 - PROGRESS: at 90.12% examples, 257189 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:17,089 : INFO : EPOCH 9 - PROGRESS: at 90.40% examples, 257207 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:18,095 : INFO : EPOCH 9 - PROGRESS: at 90.70% examples, 257185 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:19,129 : INFO : EPOCH 9 - PROGRESS: at 91.03% examples, 257206 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:20,156 : INFO : EPOCH 9 - PROGRESS: at 91.39% examples, 257187 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:21,186 : INFO : EPOCH 9 - PROGRESS: at 91.43% examples, 257203 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:22,198 : INFO : EPOCH 9 - PROGRESS: at 91.79% examples, 257196 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:23,249 : INFO : EPOCH 9 - PROGRESS: at 92.16% examples, 257194 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:24,251 : INFO : EPOCH 9 - PROGRESS: at 92.46% examples, 257188 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:25,262 : INFO : EPOCH 9 - PROGRESS: at 92.71% examples, 257195 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:26,267 : INFO : EPOCH 9 - PROGRESS: at 92.99% examples, 257209 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:27,298 : INFO : EPOCH 9 - PROGRESS: at 93.27% examples, 257200 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:28,317 : INFO : EPOCH 9 - PROGRESS: at 93.59% examples, 257210 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:29,336 : INFO : EPOCH 9 - PROGRESS: at 93.91% examples, 257197 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:30,337 : INFO : EPOCH 9 - PROGRESS: at 94.22% examples, 257201 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:31,340 : INFO : EPOCH 9 - PROGRESS: at 94.56% examples, 257216 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:32,347 : INFO : EPOCH 9 - PROGRESS: at 94.83% examples, 257212 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:33,378 : INFO : EPOCH 9 - PROGRESS: at 95.07% examples, 257219 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:34,385 : INFO : EPOCH 9 - PROGRESS: at 95.29% examples, 257212 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:35,405 : INFO : EPOCH 9 - PROGRESS: at 95.61% examples, 257216 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:36,439 : INFO : EPOCH 9 - PROGRESS: at 95.94% examples, 257215 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:37,452 : INFO : EPOCH 9 - PROGRESS: at 96.29% examples, 257218 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:38,471 : INFO : EPOCH 9 - PROGRESS: at 96.48% examples, 257235 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:39,509 : INFO : EPOCH 9 - PROGRESS: at 96.75% examples, 257225 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:40,581 : INFO : EPOCH 9 - PROGRESS: at 97.10% examples, 257224 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:41,589 : INFO : EPOCH 9 - PROGRESS: at 97.33% examples, 257271 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:42,629 : INFO : EPOCH 9 - PROGRESS: at 97.57% examples, 257247 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:43,658 : INFO : EPOCH 9 - PROGRESS: at 97.65% examples, 257269 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:44,685 : INFO : EPOCH 9 - PROGRESS: at 97.81% examples, 257281 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:45,693 : INFO : EPOCH 9 - PROGRESS: at 98.12% examples, 257287 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:46,760 : INFO : EPOCH 9 - PROGRESS: at 98.47% examples, 257272 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:47,776 : INFO : EPOCH 9 - PROGRESS: at 98.87% examples, 257298 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:48,787 : INFO : EPOCH 9 - PROGRESS: at 99.17% examples, 257281 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:49,813 : INFO : EPOCH 9 - PROGRESS: at 99.54% examples, 257281 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:50,842 : INFO : EPOCH 9 - PROGRESS: at 99.92% examples, 257281 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:51,016 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 10:27:51,026 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 10:27:51,039 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 10:27:51,050 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 10:27:51,051 : INFO : EPOCH - 9 : training on 120798425 raw words (86542978 effective words) took 336.3s, 257302 effective words/s
2020-08-16 10:27:52,124 : INFO : EPOCH 10 - PROGRESS: at 0.25% examples, 234556 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:53,125 : INFO : EPOCH 10 - PROGRESS: at 0.44% examples, 251124 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:54,133 : INFO : EPOCH 10 - PROGRESS: at 0.65% examples, 253066 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:55,174 : INFO : EPOCH 10 - PROGRESS: at 0.87% examples, 253452 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:56,175 : INFO : EPOCH 10 - PROGRESS: at 1.26% examples, 256164 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:57,218 : INFO : EPOCH 10 - PROGRESS: at 1.52% examples, 254976 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:58,290 : INFO : EPOCH 10 - PROGRESS: at 1.87% examples, 254994 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:27:59,297 : INFO : EPOCH 10 - PROGRESS: at 2.20% examples, 256338 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:00,297 : INFO : EPOCH 10 - PROGRESS: at 2.46% examples, 255941 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:01,312 : INFO : EPOCH 10 - PROGRESS: at 2.72% examples, 256139 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:02,376 : INFO : EPOCH 10 - PROGRESS: at 3.06% examples, 256014 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:03,380 : INFO : EPOCH 10 - PROGRESS: at 3.38% examples, 257147 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:04,415 : INFO : EPOCH 10 - PROGRESS: at 3.72% examples, 256408 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:05,444 : INFO : EPOCH 10 - PROGRESS: at 4.12% examples, 256583 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:06,487 : INFO : EPOCH 10 - PROGRESS: at 4.53% examples, 256270 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:07,495 : INFO : EPOCH 10 - PROGRESS: at 4.91% examples, 256548 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:08,553 : INFO : EPOCH 10 - PROGRESS: at 5.16% examples, 256440 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:09,619 : INFO : EPOCH 10 - PROGRESS: at 5.46% examples, 256646 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:10,684 : INFO : EPOCH 10 - PROGRESS: at 5.81% examples, 256518 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:11,684 : INFO : EPOCH 10 - PROGRESS: at 6.06% examples, 257320 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:12,712 : INFO : EPOCH 10 - PROGRESS: at 6.29% examples, 256973 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:13,724 : INFO : EPOCH 10 - PROGRESS: at 6.56% examples, 257371 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:14,761 : INFO : EPOCH 10 - PROGRESS: at 6.84% examples, 257276 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:15,790 : INFO : EPOCH 10 - PROGRESS: at 7.18% examples, 257362 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:16,805 : INFO : EPOCH 10 - PROGRESS: at 7.51% examples, 257186 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:17,841 : INFO : EPOCH 10 - PROGRESS: at 7.84% examples, 257147 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:18,881 : INFO : EPOCH 10 - PROGRESS: at 8.11% examples, 257219 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:19,946 : INFO : EPOCH 10 - PROGRESS: at 8.32% examples, 257103 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:21,016 : INFO : EPOCH 10 - PROGRESS: at 8.59% examples, 257197 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:22,082 : INFO : EPOCH 10 - PROGRESS: at 8.83% examples, 257318 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:23,144 : INFO : EPOCH 10 - PROGRESS: at 9.20% examples, 257405 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:24,161 : INFO : EPOCH 10 - PROGRESS: at 9.54% examples, 257603 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:25,180 : INFO : EPOCH 10 - PROGRESS: at 9.78% examples, 257325 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:26,181 : INFO : EPOCH 10 - PROGRESS: at 10.03% examples, 257553 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:27,186 : INFO : EPOCH 10 - PROGRESS: at 10.25% examples, 257645 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:28,193 : INFO : EPOCH 10 - PROGRESS: at 10.47% examples, 257709 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:29,193 : INFO : EPOCH 10 - PROGRESS: at 10.68% examples, 257965 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:30,239 : INFO : EPOCH 10 - PROGRESS: at 10.91% examples, 257606 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:31,244 : INFO : EPOCH 10 - PROGRESS: at 11.11% examples, 257912 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:32,275 : INFO : EPOCH 10 - PROGRESS: at 11.35% examples, 257832 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:33,281 : INFO : EPOCH 10 - PROGRESS: at 11.56% examples, 257897 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:34,325 : INFO : EPOCH 10 - PROGRESS: at 11.78% examples, 257991 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:35,341 : INFO : EPOCH 10 - PROGRESS: at 11.99% examples, 258033 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:36,343 : INFO : EPOCH 10 - PROGRESS: at 12.23% examples, 258259 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:37,353 : INFO : EPOCH 10 - PROGRESS: at 12.51% examples, 258323 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:38,415 : INFO : EPOCH 10 - PROGRESS: at 12.86% examples, 258090 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:39,496 : INFO : EPOCH 10 - PROGRESS: at 13.14% examples, 258003 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:40,567 : INFO : EPOCH 10 - PROGRESS: at 13.46% examples, 257904 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:41,608 : INFO : EPOCH 10 - PROGRESS: at 13.74% examples, 258021 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:42,662 : INFO : EPOCH 10 - PROGRESS: at 14.07% examples, 257922 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:43,728 : INFO : EPOCH 10 - PROGRESS: at 14.36% examples, 257896 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:44,773 : INFO : EPOCH 10 - PROGRESS: at 14.68% examples, 257979 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:45,786 : INFO : EPOCH 10 - PROGRESS: at 14.96% examples, 258080 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:46,788 : INFO : EPOCH 10 - PROGRESS: at 15.28% examples, 257932 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:47,799 : INFO : EPOCH 10 - PROGRESS: at 15.59% examples, 258113 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:48,804 : INFO : EPOCH 10 - PROGRESS: at 15.87% examples, 258086 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:49,837 : INFO : EPOCH 10 - PROGRESS: at 16.10% examples, 258041 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:50,870 : INFO : EPOCH 10 - PROGRESS: at 16.37% examples, 258087 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:51,878 : INFO : EPOCH 10 - PROGRESS: at 16.71% examples, 258160 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:52,901 : INFO : EPOCH 10 - PROGRESS: at 16.91% examples, 258085 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:53,930 : INFO : EPOCH 10 - PROGRESS: at 17.24% examples, 258097 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:54,983 : INFO : EPOCH 10 - PROGRESS: at 17.52% examples, 258040 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:55,990 : INFO : EPOCH 10 - PROGRESS: at 17.84% examples, 258165 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:57,020 : INFO : EPOCH 10 - PROGRESS: at 18.14% examples, 258080 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:58,035 : INFO : EPOCH 10 - PROGRESS: at 18.43% examples, 258034 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:28:59,076 : INFO : EPOCH 10 - PROGRESS: at 18.73% examples, 258027 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:00,081 : INFO : EPOCH 10 - PROGRESS: at 19.01% examples, 258169 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:01,084 : INFO : EPOCH 10 - PROGRESS: at 19.16% examples, 258520 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:02,099 : INFO : EPOCH 10 - PROGRESS: at 19.30% examples, 258859 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:03,137 : INFO : EPOCH 10 - PROGRESS: at 19.57% examples, 258857 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:04,145 : INFO : EPOCH 10 - PROGRESS: at 19.83% examples, 258770 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:05,192 : INFO : EPOCH 10 - PROGRESS: at 20.14% examples, 258806 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:06,197 : INFO : EPOCH 10 - PROGRESS: at 20.42% examples, 258858 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:07,246 : INFO : EPOCH 10 - PROGRESS: at 20.80% examples, 258771 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:08,249 : INFO : EPOCH 10 - PROGRESS: at 21.15% examples, 258770 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:09,263 : INFO : EPOCH 10 - PROGRESS: at 21.46% examples, 258731 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:10,299 : INFO : EPOCH 10 - PROGRESS: at 21.70% examples, 258714 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:11,323 : INFO : EPOCH 10 - PROGRESS: at 22.05% examples, 258741 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:12,385 : INFO : EPOCH 10 - PROGRESS: at 22.48% examples, 258615 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:13,390 : INFO : EPOCH 10 - PROGRESS: at 22.87% examples, 258676 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:14,429 : INFO : EPOCH 10 - PROGRESS: at 23.20% examples, 258570 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:15,503 : INFO : EPOCH 10 - PROGRESS: at 23.54% examples, 258560 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:16,504 : INFO : EPOCH 10 - PROGRESS: at 23.90% examples, 258562 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:17,552 : INFO : EPOCH 10 - PROGRESS: at 24.24% examples, 258534 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:18,562 : INFO : EPOCH 10 - PROGRESS: at 24.56% examples, 258528 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:19,564 : INFO : EPOCH 10 - PROGRESS: at 24.94% examples, 258560 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:20,564 : INFO : EPOCH 10 - PROGRESS: at 25.26% examples, 258508 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:21,588 : INFO : EPOCH 10 - PROGRESS: at 25.62% examples, 258506 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:22,606 : INFO : EPOCH 10 - PROGRESS: at 25.94% examples, 258458 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:23,610 : INFO : EPOCH 10 - PROGRESS: at 26.34% examples, 258499 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:24,629 : INFO : EPOCH 10 - PROGRESS: at 26.65% examples, 258458 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:25,646 : INFO : EPOCH 10 - PROGRESS: at 27.03% examples, 258448 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:26,668 : INFO : EPOCH 10 - PROGRESS: at 27.27% examples, 258427 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:27,669 : INFO : EPOCH 10 - PROGRESS: at 27.56% examples, 258417 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:28,741 : INFO : EPOCH 10 - PROGRESS: at 27.92% examples, 258348 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:29,820 : INFO : EPOCH 10 - PROGRESS: at 28.22% examples, 258305 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:30,890 : INFO : EPOCH 10 - PROGRESS: at 28.56% examples, 258344 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:31,905 : INFO : EPOCH 10 - PROGRESS: at 28.91% examples, 258338 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:32,947 : INFO : EPOCH 10 - PROGRESS: at 29.29% examples, 258348 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:33,967 : INFO : EPOCH 10 - PROGRESS: at 29.64% examples, 258298 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:34,991 : INFO : EPOCH 10 - PROGRESS: at 29.98% examples, 258321 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:36,003 : INFO : EPOCH 10 - PROGRESS: at 30.32% examples, 258281 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:37,004 : INFO : EPOCH 10 - PROGRESS: at 30.67% examples, 258264 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:38,005 : INFO : EPOCH 10 - PROGRESS: at 31.12% examples, 258524 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:39,013 : INFO : EPOCH 10 - PROGRESS: at 31.46% examples, 258469 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:40,039 : INFO : EPOCH 10 - PROGRESS: at 31.77% examples, 258424 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:41,068 : INFO : EPOCH 10 - PROGRESS: at 32.10% examples, 258413 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:42,120 : INFO : EPOCH 10 - PROGRESS: at 32.42% examples, 258375 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:43,134 : INFO : EPOCH 10 - PROGRESS: at 32.82% examples, 258411 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:44,135 : INFO : EPOCH 10 - PROGRESS: at 33.09% examples, 258358 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:45,139 : INFO : EPOCH 10 - PROGRESS: at 33.45% examples, 258340 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:46,151 : INFO : EPOCH 10 - PROGRESS: at 33.86% examples, 258309 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:47,164 : INFO : EPOCH 10 - PROGRESS: at 34.17% examples, 258300 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:48,180 : INFO : EPOCH 10 - PROGRESS: at 34.53% examples, 258343 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:49,206 : INFO : EPOCH 10 - PROGRESS: at 34.91% examples, 258290 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:50,262 : INFO : EPOCH 10 - PROGRESS: at 35.28% examples, 258342 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:51,306 : INFO : EPOCH 10 - PROGRESS: at 35.68% examples, 258409 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:52,309 : INFO : EPOCH 10 - PROGRESS: at 35.96% examples, 258402 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:53,343 : INFO : EPOCH 10 - PROGRESS: at 36.31% examples, 258378 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:54,350 : INFO : EPOCH 10 - PROGRESS: at 36.69% examples, 258314 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:55,355 : INFO : EPOCH 10 - PROGRESS: at 37.09% examples, 258397 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:56,393 : INFO : EPOCH 10 - PROGRESS: at 37.44% examples, 258297 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:57,425 : INFO : EPOCH 10 - PROGRESS: at 37.82% examples, 258295 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:58,456 : INFO : EPOCH 10 - PROGRESS: at 38.21% examples, 258268 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:29:59,480 : INFO : EPOCH 10 - PROGRESS: at 38.60% examples, 258273 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:00,494 : INFO : EPOCH 10 - PROGRESS: at 38.98% examples, 258276 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:01,550 : INFO : EPOCH 10 - PROGRESS: at 39.37% examples, 258219 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:02,562 : INFO : EPOCH 10 - PROGRESS: at 39.72% examples, 258229 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:03,562 : INFO : EPOCH 10 - PROGRESS: at 40.07% examples, 258264 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:04,587 : INFO : EPOCH 10 - PROGRESS: at 40.40% examples, 258183 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:05,591 : INFO : EPOCH 10 - PROGRESS: at 40.79% examples, 258252 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:06,643 : INFO : EPOCH 10 - PROGRESS: at 41.19% examples, 258152 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:07,653 : INFO : EPOCH 10 - PROGRESS: at 41.57% examples, 258222 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:08,723 : INFO : EPOCH 10 - PROGRESS: at 41.94% examples, 258090 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:09,736 : INFO : EPOCH 10 - PROGRESS: at 42.30% examples, 258176 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:10,780 : INFO : EPOCH 10 - PROGRESS: at 42.66% examples, 258065 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:11,848 : INFO : EPOCH 10 - PROGRESS: at 43.00% examples, 258058 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:12,894 : INFO : EPOCH 10 - PROGRESS: at 43.30% examples, 258059 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:13,897 : INFO : EPOCH 10 - PROGRESS: at 43.61% examples, 258142 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:14,956 : INFO : EPOCH 10 - PROGRESS: at 43.89% examples, 258032 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:16,017 : INFO : EPOCH 10 - PROGRESS: at 44.22% examples, 258058 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:17,070 : INFO : EPOCH 10 - PROGRESS: at 44.57% examples, 258080 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:18,075 : INFO : EPOCH 10 - PROGRESS: at 44.90% examples, 258041 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:19,096 : INFO : EPOCH 10 - PROGRESS: at 45.12% examples, 257977 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:20,136 : INFO : EPOCH 10 - PROGRESS: at 45.40% examples, 257957 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:21,164 : INFO : EPOCH 10 - PROGRESS: at 45.73% examples, 257898 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:22,201 : INFO : EPOCH 10 - PROGRESS: at 46.05% examples, 257839 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:23,236 : INFO : EPOCH 10 - PROGRESS: at 46.25% examples, 257543 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:24,293 : INFO : EPOCH 10 - PROGRESS: at 46.50% examples, 257242 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:25,313 : INFO : EPOCH 10 - PROGRESS: at 46.89% examples, 257229 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:26,335 : INFO : EPOCH 10 - PROGRESS: at 47.19% examples, 257189 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:27,343 : INFO : EPOCH 10 - PROGRESS: at 47.56% examples, 257203 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:28,398 : INFO : EPOCH 10 - PROGRESS: at 47.90% examples, 257198 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:29,404 : INFO : EPOCH 10 - PROGRESS: at 48.29% examples, 257262 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:30,468 : INFO : EPOCH 10 - PROGRESS: at 48.67% examples, 257215 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:31,488 : INFO : EPOCH 10 - PROGRESS: at 49.00% examples, 257262 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:32,516 : INFO : EPOCH 10 - PROGRESS: at 49.27% examples, 257222 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:33,566 : INFO : EPOCH 10 - PROGRESS: at 49.61% examples, 257229 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:34,587 : INFO : EPOCH 10 - PROGRESS: at 49.95% examples, 257282 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:35,641 : INFO : EPOCH 10 - PROGRESS: at 50.23% examples, 257229 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:36,714 : INFO : EPOCH 10 - PROGRESS: at 50.51% examples, 257234 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:37,717 : INFO : EPOCH 10 - PROGRESS: at 50.73% examples, 257284 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:38,762 : INFO : EPOCH 10 - PROGRESS: at 51.00% examples, 257271 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:39,803 : INFO : EPOCH 10 - PROGRESS: at 51.35% examples, 257269 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:40,835 : INFO : EPOCH 10 - PROGRESS: at 51.67% examples, 257282 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:41,880 : INFO : EPOCH 10 - PROGRESS: at 52.03% examples, 257299 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:42,880 : INFO : EPOCH 10 - PROGRESS: at 52.35% examples, 257302 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:43,899 : INFO : EPOCH 10 - PROGRESS: at 52.58% examples, 257321 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:44,931 : INFO : EPOCH 10 - PROGRESS: at 52.95% examples, 257315 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:45,959 : INFO : EPOCH 10 - PROGRESS: at 53.30% examples, 257324 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:46,991 : INFO : EPOCH 10 - PROGRESS: at 53.64% examples, 257336 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:48,019 : INFO : EPOCH 10 - PROGRESS: at 53.85% examples, 257311 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:49,028 : INFO : EPOCH 10 - PROGRESS: at 54.21% examples, 257351 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:50,028 : INFO : EPOCH 10 - PROGRESS: at 54.45% examples, 257309 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:51,059 : INFO : EPOCH 10 - PROGRESS: at 54.77% examples, 257347 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:52,088 : INFO : EPOCH 10 - PROGRESS: at 55.04% examples, 257327 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:53,093 : INFO : EPOCH 10 - PROGRESS: at 55.28% examples, 257392 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:54,138 : INFO : EPOCH 10 - PROGRESS: at 55.63% examples, 257309 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:55,144 : INFO : EPOCH 10 - PROGRESS: at 56.05% examples, 257346 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:56,152 : INFO : EPOCH 10 - PROGRESS: at 56.39% examples, 257346 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:57,180 : INFO : EPOCH 10 - PROGRESS: at 56.66% examples, 257344 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:58,181 : INFO : EPOCH 10 - PROGRESS: at 56.95% examples, 257342 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:30:59,192 : INFO : EPOCH 10 - PROGRESS: at 57.24% examples, 257349 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:00,199 : INFO : EPOCH 10 - PROGRESS: at 57.42% examples, 257347 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:01,203 : INFO : EPOCH 10 - PROGRESS: at 57.69% examples, 257385 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:02,219 : INFO : EPOCH 10 - PROGRESS: at 57.98% examples, 257374 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:03,229 : INFO : EPOCH 10 - PROGRESS: at 58.26% examples, 257377 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:04,246 : INFO : EPOCH 10 - PROGRESS: at 58.51% examples, 257395 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:05,279 : INFO : EPOCH 10 - PROGRESS: at 58.68% examples, 257376 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:06,283 : INFO : EPOCH 10 - PROGRESS: at 58.99% examples, 257397 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:07,298 : INFO : EPOCH 10 - PROGRESS: at 59.33% examples, 257396 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:08,308 : INFO : EPOCH 10 - PROGRESS: at 59.62% examples, 257373 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:09,357 : INFO : EPOCH 10 - PROGRESS: at 59.99% examples, 257380 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:10,364 : INFO : EPOCH 10 - PROGRESS: at 60.32% examples, 257403 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:11,389 : INFO : EPOCH 10 - PROGRESS: at 60.55% examples, 257388 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:12,413 : INFO : EPOCH 10 - PROGRESS: at 60.86% examples, 257371 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:13,420 : INFO : EPOCH 10 - PROGRESS: at 61.16% examples, 257406 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:14,446 : INFO : EPOCH 10 - PROGRESS: at 61.48% examples, 257381 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:15,448 : INFO : EPOCH 10 - PROGRESS: at 61.76% examples, 257399 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:16,478 : INFO : EPOCH 10 - PROGRESS: at 62.12% examples, 257405 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:17,500 : INFO : EPOCH 10 - PROGRESS: at 62.46% examples, 257428 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:18,507 : INFO : EPOCH 10 - PROGRESS: at 62.71% examples, 257409 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:19,513 : INFO : EPOCH 10 - PROGRESS: at 63.08% examples, 257431 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:20,538 : INFO : EPOCH 10 - PROGRESS: at 63.41% examples, 257417 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:21,546 : INFO : EPOCH 10 - PROGRESS: at 63.72% examples, 257428 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:22,553 : INFO : EPOCH 10 - PROGRESS: at 63.95% examples, 257441 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:23,584 : INFO : EPOCH 10 - PROGRESS: at 64.20% examples, 257399 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:24,591 : INFO : EPOCH 10 - PROGRESS: at 64.55% examples, 257455 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:25,637 : INFO : EPOCH 10 - PROGRESS: at 64.87% examples, 257411 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:26,655 : INFO : EPOCH 10 - PROGRESS: at 65.03% examples, 257437 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:27,679 : INFO : EPOCH 10 - PROGRESS: at 65.27% examples, 257429 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:28,732 : INFO : EPOCH 10 - PROGRESS: at 65.60% examples, 257395 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:29,743 : INFO : EPOCH 10 - PROGRESS: at 65.89% examples, 257448 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:30,784 : INFO : EPOCH 10 - PROGRESS: at 66.27% examples, 257417 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:31,818 : INFO : EPOCH 10 - PROGRESS: at 66.58% examples, 257406 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:32,823 : INFO : EPOCH 10 - PROGRESS: at 66.89% examples, 257426 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:33,827 : INFO : EPOCH 10 - PROGRESS: at 67.21% examples, 257458 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:34,852 : INFO : EPOCH 10 - PROGRESS: at 67.57% examples, 257443 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:35,857 : INFO : EPOCH 10 - PROGRESS: at 67.91% examples, 257445 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:36,867 : INFO : EPOCH 10 - PROGRESS: at 68.26% examples, 257430 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:37,906 : INFO : EPOCH 10 - PROGRESS: at 68.51% examples, 257429 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:38,912 : INFO : EPOCH 10 - PROGRESS: at 68.86% examples, 257430 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:39,944 : INFO : EPOCH 10 - PROGRESS: at 69.13% examples, 257416 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:40,958 : INFO : EPOCH 10 - PROGRESS: at 69.40% examples, 257419 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:42,023 : INFO : EPOCH 10 - PROGRESS: at 69.77% examples, 257422 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:43,078 : INFO : EPOCH 10 - PROGRESS: at 70.00% examples, 257431 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:44,160 : INFO : EPOCH 10 - PROGRESS: at 70.28% examples, 257421 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:45,172 : INFO : EPOCH 10 - PROGRESS: at 70.60% examples, 257478 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:46,222 : INFO : EPOCH 10 - PROGRESS: at 70.90% examples, 257422 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:47,236 : INFO : EPOCH 10 - PROGRESS: at 71.15% examples, 257438 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:48,268 : INFO : EPOCH 10 - PROGRESS: at 71.44% examples, 257433 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:49,312 : INFO : EPOCH 10 - PROGRESS: at 71.73% examples, 257447 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:50,318 : INFO : EPOCH 10 - PROGRESS: at 72.12% examples, 257468 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:51,328 : INFO : EPOCH 10 - PROGRESS: at 72.39% examples, 257474 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:52,339 : INFO : EPOCH 10 - PROGRESS: at 72.62% examples, 257490 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:53,358 : INFO : EPOCH 10 - PROGRESS: at 72.88% examples, 257521 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:54,383 : INFO : EPOCH 10 - PROGRESS: at 73.12% examples, 257510 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:55,383 : INFO : EPOCH 10 - PROGRESS: at 73.47% examples, 257494 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:56,420 : INFO : EPOCH 10 - PROGRESS: at 73.76% examples, 257510 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:57,427 : INFO : EPOCH 10 - PROGRESS: at 74.07% examples, 257512 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:58,456 : INFO : EPOCH 10 - PROGRESS: at 74.34% examples, 257505 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:31:59,476 : INFO : EPOCH 10 - PROGRESS: at 74.60% examples, 257509 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:00,499 : INFO : EPOCH 10 - PROGRESS: at 74.87% examples, 257494 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:01,572 : INFO : EPOCH 10 - PROGRESS: at 75.21% examples, 257482 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:02,657 : INFO : EPOCH 10 - PROGRESS: at 75.50% examples, 257480 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:03,657 : INFO : EPOCH 10 - PROGRESS: at 75.77% examples, 257560 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:04,705 : INFO : EPOCH 10 - PROGRESS: at 76.07% examples, 257516 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:05,716 : INFO : EPOCH 10 - PROGRESS: at 76.42% examples, 257512 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:06,783 : INFO : EPOCH 10 - PROGRESS: at 76.82% examples, 257499 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:07,797 : INFO : EPOCH 10 - PROGRESS: at 77.10% examples, 257528 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:08,833 : INFO : EPOCH 10 - PROGRESS: at 77.46% examples, 257508 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:09,839 : INFO : EPOCH 10 - PROGRESS: at 77.79% examples, 257544 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:10,858 : INFO : EPOCH 10 - PROGRESS: at 78.05% examples, 257514 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:11,881 : INFO : EPOCH 10 - PROGRESS: at 78.39% examples, 257505 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:12,899 : INFO : EPOCH 10 - PROGRESS: at 78.73% examples, 257508 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:13,913 : INFO : EPOCH 10 - PROGRESS: at 79.04% examples, 257498 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:14,928 : INFO : EPOCH 10 - PROGRESS: at 79.33% examples, 257516 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:15,957 : INFO : EPOCH 10 - PROGRESS: at 79.41% examples, 257533 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:16,989 : INFO : EPOCH 10 - PROGRESS: at 79.48% examples, 257573 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:18,031 : INFO : EPOCH 10 - PROGRESS: at 79.69% examples, 257575 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:19,041 : INFO : EPOCH 10 - PROGRESS: at 80.01% examples, 257607 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:20,042 : INFO : EPOCH 10 - PROGRESS: at 80.36% examples, 257599 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:21,065 : INFO : EPOCH 10 - PROGRESS: at 80.63% examples, 257598 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:22,075 : INFO : EPOCH 10 - PROGRESS: at 80.97% examples, 257597 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:23,076 : INFO : EPOCH 10 - PROGRESS: at 81.27% examples, 257621 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:24,080 : INFO : EPOCH 10 - PROGRESS: at 81.58% examples, 257596 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:25,114 : INFO : EPOCH 10 - PROGRESS: at 81.89% examples, 257594 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:26,135 : INFO : EPOCH 10 - PROGRESS: at 82.14% examples, 257626 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:27,162 : INFO : EPOCH 10 - PROGRESS: at 82.52% examples, 257595 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:28,219 : INFO : EPOCH 10 - PROGRESS: at 82.91% examples, 257601 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:29,226 : INFO : EPOCH 10 - PROGRESS: at 83.27% examples, 257639 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:30,253 : INFO : EPOCH 10 - PROGRESS: at 83.53% examples, 257599 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:31,287 : INFO : EPOCH 10 - PROGRESS: at 83.81% examples, 257595 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:32,297 : INFO : EPOCH 10 - PROGRESS: at 84.06% examples, 257617 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:33,304 : INFO : EPOCH 10 - PROGRESS: at 84.30% examples, 257650 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:34,325 : INFO : EPOCH 10 - PROGRESS: at 84.66% examples, 257636 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:35,346 : INFO : EPOCH 10 - PROGRESS: at 84.96% examples, 257618 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:36,355 : INFO : EPOCH 10 - PROGRESS: at 85.36% examples, 257643 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:37,399 : INFO : EPOCH 10 - PROGRESS: at 85.70% examples, 257614 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:38,402 : INFO : EPOCH 10 - PROGRESS: at 86.00% examples, 257617 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:39,429 : INFO : EPOCH 10 - PROGRESS: at 86.28% examples, 257612 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:40,481 : INFO : EPOCH 10 - PROGRESS: at 86.63% examples, 257600 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:41,504 : INFO : EPOCH 10 - PROGRESS: at 86.90% examples, 257624 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:42,524 : INFO : EPOCH 10 - PROGRESS: at 87.15% examples, 257621 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:43,532 : INFO : EPOCH 10 - PROGRESS: at 87.45% examples, 257615 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:44,536 : INFO : EPOCH 10 - PROGRESS: at 87.78% examples, 257614 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:45,559 : INFO : EPOCH 10 - PROGRESS: at 88.13% examples, 257596 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:46,578 : INFO : EPOCH 10 - PROGRESS: at 88.40% examples, 257597 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:47,583 : INFO : EPOCH 10 - PROGRESS: at 88.76% examples, 257603 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:48,624 : INFO : EPOCH 10 - PROGRESS: at 89.06% examples, 257600 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:49,632 : INFO : EPOCH 10 - PROGRESS: at 89.42% examples, 257606 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:50,664 : INFO : EPOCH 10 - PROGRESS: at 89.68% examples, 257584 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:51,669 : INFO : EPOCH 10 - PROGRESS: at 90.00% examples, 257605 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:52,690 : INFO : EPOCH 10 - PROGRESS: at 90.33% examples, 257594 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:53,713 : INFO : EPOCH 10 - PROGRESS: at 90.61% examples, 257600 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:54,721 : INFO : EPOCH 10 - PROGRESS: at 90.93% examples, 257594 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:55,747 : INFO : EPOCH 10 - PROGRESS: at 91.28% examples, 257604 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:56,782 : INFO : EPOCH 10 - PROGRESS: at 91.42% examples, 257597 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:57,828 : INFO : EPOCH 10 - PROGRESS: at 91.68% examples, 257603 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:58,839 : INFO : EPOCH 10 - PROGRESS: at 92.06% examples, 257588 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:32:59,878 : INFO : EPOCH 10 - PROGRESS: at 92.39% examples, 257595 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:00,898 : INFO : EPOCH 10 - PROGRESS: at 92.65% examples, 257591 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:01,917 : INFO : EPOCH 10 - PROGRESS: at 92.91% examples, 257580 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:02,989 : INFO : EPOCH 10 - PROGRESS: at 93.20% examples, 257574 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:04,008 : INFO : EPOCH 10 - PROGRESS: at 93.52% examples, 257598 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:05,024 : INFO : EPOCH 10 - PROGRESS: at 93.85% examples, 257588 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:06,089 : INFO : EPOCH 10 - PROGRESS: at 94.17% examples, 257580 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:07,090 : INFO : EPOCH 10 - PROGRESS: at 94.52% examples, 257602 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:08,109 : INFO : EPOCH 10 - PROGRESS: at 94.80% examples, 257589 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:09,111 : INFO : EPOCH 10 - PROGRESS: at 95.06% examples, 257627 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:10,115 : INFO : EPOCH 10 - PROGRESS: at 95.26% examples, 257608 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:11,122 : INFO : EPOCH 10 - PROGRESS: at 95.57% examples, 257601 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:12,126 : INFO : EPOCH 10 - PROGRESS: at 95.86% examples, 257586 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:13,138 : INFO : EPOCH 10 - PROGRESS: at 96.23% examples, 257607 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:14,162 : INFO : EPOCH 10 - PROGRESS: at 96.46% examples, 257580 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:15,187 : INFO : EPOCH 10 - PROGRESS: at 96.68% examples, 257597 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:16,193 : INFO : EPOCH 10 - PROGRESS: at 97.02% examples, 257606 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:17,247 : INFO : EPOCH 10 - PROGRESS: at 97.26% examples, 257593 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:18,263 : INFO : EPOCH 10 - PROGRESS: at 97.50% examples, 257635 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:19,290 : INFO : EPOCH 10 - PROGRESS: at 97.64% examples, 257606 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:20,329 : INFO : EPOCH 10 - PROGRESS: at 97.76% examples, 257628 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:21,367 : INFO : EPOCH 10 - PROGRESS: at 98.03% examples, 257632 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:22,373 : INFO : EPOCH 10 - PROGRESS: at 98.38% examples, 257642 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:23,404 : INFO : EPOCH 10 - PROGRESS: at 98.76% examples, 257629 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:24,407 : INFO : EPOCH 10 - PROGRESS: at 99.08% examples, 257628 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:25,466 : INFO : EPOCH 10 - PROGRESS: at 99.44% examples, 257619 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:26,493 : INFO : EPOCH 10 - PROGRESS: at 99.81% examples, 257621 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:26,923 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 10:33:26,932 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 10:33:26,947 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 10:33:26,958 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 10:33:26,959 : INFO : EPOCH - 10 : training on 120798425 raw words (86545346 effective words) took 335.9s, 257649 effective words/s
2020-08-16 10:33:28,027 : INFO : EPOCH 11 - PROGRESS: at 0.25% examples, 236709 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:29,086 : INFO : EPOCH 11 - PROGRESS: at 0.45% examples, 248444 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:30,119 : INFO : EPOCH 11 - PROGRESS: at 0.67% examples, 251391 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:31,130 : INFO : EPOCH 11 - PROGRESS: at 0.89% examples, 255498 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:32,153 : INFO : EPOCH 11 - PROGRESS: at 1.27% examples, 254117 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:33,153 : INFO : EPOCH 11 - PROGRESS: at 1.54% examples, 256177 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:34,207 : INFO : EPOCH 11 - PROGRESS: at 1.87% examples, 254791 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:35,218 : INFO : EPOCH 11 - PROGRESS: at 2.20% examples, 256025 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:36,229 : INFO : EPOCH 11 - PROGRESS: at 2.47% examples, 256135 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:37,236 : INFO : EPOCH 11 - PROGRESS: at 2.72% examples, 255823 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:38,295 : INFO : EPOCH 11 - PROGRESS: at 3.05% examples, 255225 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:39,297 : INFO : EPOCH 11 - PROGRESS: at 3.34% examples, 255361 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:40,314 : INFO : EPOCH 11 - PROGRESS: at 3.69% examples, 254518 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:41,341 : INFO : EPOCH 11 - PROGRESS: at 4.07% examples, 254321 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:42,399 : INFO : EPOCH 11 - PROGRESS: at 4.47% examples, 253528 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:43,427 : INFO : EPOCH 11 - PROGRESS: at 4.78% examples, 250177 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:44,468 : INFO : EPOCH 11 - PROGRESS: at 5.04% examples, 248178 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:45,486 : INFO : EPOCH 11 - PROGRESS: at 5.28% examples, 249271 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:46,499 : INFO : EPOCH 11 - PROGRESS: at 5.63% examples, 249538 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:47,529 : INFO : EPOCH 11 - PROGRESS: at 5.91% examples, 249861 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:48,531 : INFO : EPOCH 11 - PROGRESS: at 6.14% examples, 250328 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:49,576 : INFO : EPOCH 11 - PROGRESS: at 6.40% examples, 250900 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:50,589 : INFO : EPOCH 11 - PROGRESS: at 6.64% examples, 251195 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:51,608 : INFO : EPOCH 11 - PROGRESS: at 6.98% examples, 251612 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:52,620 : INFO : EPOCH 11 - PROGRESS: at 7.29% examples, 251553 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:53,670 : INFO : EPOCH 11 - PROGRESS: at 7.65% examples, 251837 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:54,714 : INFO : EPOCH 11 - PROGRESS: at 7.95% examples, 252113 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:55,753 : INFO : EPOCH 11 - PROGRESS: at 8.19% examples, 252360 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:56,822 : INFO : EPOCH 11 - PROGRESS: at 8.39% examples, 252389 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:57,901 : INFO : EPOCH 11 - PROGRESS: at 8.69% examples, 252523 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:33:58,965 : INFO : EPOCH 11 - PROGRESS: at 8.94% examples, 252986 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:00,022 : INFO : EPOCH 11 - PROGRESS: at 9.37% examples, 253171 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:01,025 : INFO : EPOCH 11 - PROGRESS: at 9.67% examples, 253400 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:02,066 : INFO : EPOCH 11 - PROGRESS: at 9.90% examples, 253353 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:03,080 : INFO : EPOCH 11 - PROGRESS: at 10.11% examples, 253466 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:04,093 : INFO : EPOCH 11 - PROGRESS: at 10.35% examples, 253891 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:05,101 : INFO : EPOCH 11 - PROGRESS: at 10.54% examples, 253900 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:06,187 : INFO : EPOCH 11 - PROGRESS: at 10.78% examples, 253884 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:07,236 : INFO : EPOCH 11 - PROGRESS: at 11.01% examples, 254113 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:08,257 : INFO : EPOCH 11 - PROGRESS: at 11.23% examples, 254461 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:09,258 : INFO : EPOCH 11 - PROGRESS: at 11.46% examples, 254723 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:10,268 : INFO : EPOCH 11 - PROGRESS: at 11.65% examples, 254579 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:11,281 : INFO : EPOCH 11 - PROGRESS: at 11.89% examples, 254795 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:12,285 : INFO : EPOCH 11 - PROGRESS: at 12.10% examples, 254989 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:13,308 : INFO : EPOCH 11 - PROGRESS: at 12.34% examples, 254926 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:14,372 : INFO : EPOCH 11 - PROGRESS: at 12.69% examples, 254918 words/s, in_qsize 6, out_qsize 1
2020-08-16 10:34:15,445 : INFO : EPOCH 11 - PROGRESS: at 12.99% examples, 254965 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:16,533 : INFO : EPOCH 11 - PROGRESS: at 13.30% examples, 254885 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:17,568 : INFO : EPOCH 11 - PROGRESS: at 13.60% examples, 255076 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:18,582 : INFO : EPOCH 11 - PROGRESS: at 13.90% examples, 255139 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:19,591 : INFO : EPOCH 11 - PROGRESS: at 14.16% examples, 255040 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:20,652 : INFO : EPOCH 11 - PROGRESS: at 14.47% examples, 255095 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:21,701 : INFO : EPOCH 11 - PROGRESS: at 14.80% examples, 255230 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:22,712 : INFO : EPOCH 11 - PROGRESS: at 15.10% examples, 255316 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:23,722 : INFO : EPOCH 11 - PROGRESS: at 15.44% examples, 255222 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:24,729 : INFO : EPOCH 11 - PROGRESS: at 15.72% examples, 255289 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:25,738 : INFO : EPOCH 11 - PROGRESS: at 15.96% examples, 255508 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:26,787 : INFO : EPOCH 11 - PROGRESS: at 16.20% examples, 255439 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:27,791 : INFO : EPOCH 11 - PROGRESS: at 16.53% examples, 255520 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:28,802 : INFO : EPOCH 11 - PROGRESS: at 16.79% examples, 255569 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:29,832 : INFO : EPOCH 11 - PROGRESS: at 17.01% examples, 255658 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:30,850 : INFO : EPOCH 11 - PROGRESS: at 17.28% examples, 255594 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:31,875 : INFO : EPOCH 11 - PROGRESS: at 17.65% examples, 255725 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:32,890 : INFO : EPOCH 11 - PROGRESS: at 17.95% examples, 255651 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:33,901 : INFO : EPOCH 11 - PROGRESS: at 18.25% examples, 255787 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:34,952 : INFO : EPOCH 11 - PROGRESS: at 18.52% examples, 255683 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:35,961 : INFO : EPOCH 11 - PROGRESS: at 18.86% examples, 255691 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:36,975 : INFO : EPOCH 11 - PROGRESS: at 19.06% examples, 256070 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:37,985 : INFO : EPOCH 11 - PROGRESS: at 19.21% examples, 256373 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:38,999 : INFO : EPOCH 11 - PROGRESS: at 19.38% examples, 256763 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:40,017 : INFO : EPOCH 11 - PROGRESS: at 19.65% examples, 256600 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:41,019 : INFO : EPOCH 11 - PROGRESS: at 19.92% examples, 256705 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:42,067 : INFO : EPOCH 11 - PROGRESS: at 20.21% examples, 256617 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:43,069 : INFO : EPOCH 11 - PROGRESS: at 20.55% examples, 256746 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:44,103 : INFO : EPOCH 11 - PROGRESS: at 20.94% examples, 256683 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:45,116 : INFO : EPOCH 11 - PROGRESS: at 21.26% examples, 256677 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:46,190 : INFO : EPOCH 11 - PROGRESS: at 21.54% examples, 256666 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:47,196 : INFO : EPOCH 11 - PROGRESS: at 21.82% examples, 256740 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:48,257 : INFO : EPOCH 11 - PROGRESS: at 22.21% examples, 256658 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:49,289 : INFO : EPOCH 11 - PROGRESS: at 22.64% examples, 256742 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:50,312 : INFO : EPOCH 11 - PROGRESS: at 23.00% examples, 256668 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:51,358 : INFO : EPOCH 11 - PROGRESS: at 23.31% examples, 256649 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:52,362 : INFO : EPOCH 11 - PROGRESS: at 23.65% examples, 256639 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:53,364 : INFO : EPOCH 11 - PROGRESS: at 24.01% examples, 256700 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:54,427 : INFO : EPOCH 11 - PROGRESS: at 24.34% examples, 256619 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:55,429 : INFO : EPOCH 11 - PROGRESS: at 24.69% examples, 256630 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:56,436 : INFO : EPOCH 11 - PROGRESS: at 25.05% examples, 256703 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:57,463 : INFO : EPOCH 11 - PROGRESS: at 25.38% examples, 256658 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:58,519 : INFO : EPOCH 11 - PROGRESS: at 25.71% examples, 256610 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:34:59,519 : INFO : EPOCH 11 - PROGRESS: at 26.08% examples, 256673 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:00,549 : INFO : EPOCH 11 - PROGRESS: at 26.46% examples, 256688 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:01,560 : INFO : EPOCH 11 - PROGRESS: at 26.79% examples, 256662 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:02,582 : INFO : EPOCH 11 - PROGRESS: at 27.10% examples, 256660 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:03,596 : INFO : EPOCH 11 - PROGRESS: at 27.42% examples, 256754 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:04,639 : INFO : EPOCH 11 - PROGRESS: at 27.68% examples, 256654 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:05,649 : INFO : EPOCH 11 - PROGRESS: at 28.04% examples, 256761 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:06,687 : INFO : EPOCH 11 - PROGRESS: at 28.32% examples, 256657 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:07,693 : INFO : EPOCH 11 - PROGRESS: at 28.66% examples, 256800 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:08,727 : INFO : EPOCH 11 - PROGRESS: at 29.00% examples, 256704 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:09,757 : INFO : EPOCH 11 - PROGRESS: at 29.38% examples, 256677 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:10,762 : INFO : EPOCH 11 - PROGRESS: at 29.73% examples, 256766 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:11,766 : INFO : EPOCH 11 - PROGRESS: at 30.04% examples, 256703 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:12,771 : INFO : EPOCH 11 - PROGRESS: at 30.42% examples, 256688 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:13,793 : INFO : EPOCH 11 - PROGRESS: at 30.80% examples, 256770 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:14,798 : INFO : EPOCH 11 - PROGRESS: at 31.21% examples, 256951 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:15,831 : INFO : EPOCH 11 - PROGRESS: at 31.53% examples, 256876 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:16,833 : INFO : EPOCH 11 - PROGRESS: at 31.89% examples, 256971 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:17,847 : INFO : EPOCH 11 - PROGRESS: at 32.18% examples, 256899 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:18,903 : INFO : EPOCH 11 - PROGRESS: at 32.50% examples, 256845 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:19,916 : INFO : EPOCH 11 - PROGRESS: at 32.90% examples, 256899 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:20,924 : INFO : EPOCH 11 - PROGRESS: at 33.15% examples, 256893 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:21,952 : INFO : EPOCH 11 - PROGRESS: at 33.55% examples, 256833 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:23,016 : INFO : EPOCH 11 - PROGRESS: at 33.96% examples, 256814 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:24,024 : INFO : EPOCH 11 - PROGRESS: at 34.28% examples, 256829 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:25,025 : INFO : EPOCH 11 - PROGRESS: at 34.62% examples, 256811 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:26,042 : INFO : EPOCH 11 - PROGRESS: at 35.00% examples, 256921 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:27,055 : INFO : EPOCH 11 - PROGRESS: at 35.38% examples, 256946 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:28,075 : INFO : EPOCH 11 - PROGRESS: at 35.71% examples, 256975 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:29,091 : INFO : EPOCH 11 - PROGRESS: at 36.04% examples, 256993 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:30,126 : INFO : EPOCH 11 - PROGRESS: at 36.39% examples, 256979 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:31,129 : INFO : EPOCH 11 - PROGRESS: at 36.78% examples, 256983 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:32,140 : INFO : EPOCH 11 - PROGRESS: at 37.18% examples, 257012 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:33,178 : INFO : EPOCH 11 - PROGRESS: at 37.52% examples, 256935 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:34,198 : INFO : EPOCH 11 - PROGRESS: at 37.89% examples, 256951 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:35,242 : INFO : EPOCH 11 - PROGRESS: at 38.29% examples, 256920 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:36,253 : INFO : EPOCH 11 - PROGRESS: at 38.68% examples, 256956 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:37,286 : INFO : EPOCH 11 - PROGRESS: at 39.06% examples, 256939 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:38,287 : INFO : EPOCH 11 - PROGRESS: at 39.44% examples, 256945 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:39,290 : INFO : EPOCH 11 - PROGRESS: at 39.79% examples, 256978 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:40,301 : INFO : EPOCH 11 - PROGRESS: at 40.11% examples, 256936 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:41,318 : INFO : EPOCH 11 - PROGRESS: at 40.48% examples, 256939 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:42,330 : INFO : EPOCH 11 - PROGRESS: at 40.83% examples, 256902 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:43,344 : INFO : EPOCH 11 - PROGRESS: at 41.25% examples, 256935 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:44,399 : INFO : EPOCH 11 - PROGRESS: at 41.62% examples, 256873 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:45,400 : INFO : EPOCH 11 - PROGRESS: at 41.99% examples, 256936 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:46,473 : INFO : EPOCH 11 - PROGRESS: at 42.36% examples, 256862 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:47,554 : INFO : EPOCH 11 - PROGRESS: at 42.71% examples, 256838 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:48,629 : INFO : EPOCH 11 - PROGRESS: at 43.06% examples, 256831 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:49,686 : INFO : EPOCH 11 - PROGRESS: at 43.35% examples, 256827 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:50,766 : INFO : EPOCH 11 - PROGRESS: at 43.68% examples, 256821 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:51,852 : INFO : EPOCH 11 - PROGRESS: at 43.99% examples, 256827 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:52,908 : INFO : EPOCH 11 - PROGRESS: at 44.32% examples, 256864 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:53,915 : INFO : EPOCH 11 - PROGRESS: at 44.65% examples, 256844 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:54,919 : INFO : EPOCH 11 - PROGRESS: at 44.95% examples, 256904 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:55,920 : INFO : EPOCH 11 - PROGRESS: at 45.20% examples, 256946 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:56,932 : INFO : EPOCH 11 - PROGRESS: at 45.48% examples, 256934 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:57,949 : INFO : EPOCH 11 - PROGRESS: at 45.83% examples, 256945 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:58,949 : INFO : EPOCH 11 - PROGRESS: at 46.13% examples, 256949 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:35:59,954 : INFO : EPOCH 11 - PROGRESS: at 46.38% examples, 256971 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:00,955 : INFO : EPOCH 11 - PROGRESS: at 46.75% examples, 256989 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:01,960 : INFO : EPOCH 11 - PROGRESS: at 47.06% examples, 256950 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:02,962 : INFO : EPOCH 11 - PROGRESS: at 47.40% examples, 257000 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:04,003 : INFO : EPOCH 11 - PROGRESS: at 47.78% examples, 256940 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:05,012 : INFO : EPOCH 11 - PROGRESS: at 48.12% examples, 257002 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:06,017 : INFO : EPOCH 11 - PROGRESS: at 48.53% examples, 257016 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:07,058 : INFO : EPOCH 11 - PROGRESS: at 48.79% examples, 256987 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:08,080 : INFO : EPOCH 11 - PROGRESS: at 49.14% examples, 257019 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:09,088 : INFO : EPOCH 11 - PROGRESS: at 49.46% examples, 257015 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:10,094 : INFO : EPOCH 11 - PROGRESS: at 49.77% examples, 257047 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:11,133 : INFO : EPOCH 11 - PROGRESS: at 50.05% examples, 257015 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:12,134 : INFO : EPOCH 11 - PROGRESS: at 50.37% examples, 257073 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:13,151 : INFO : EPOCH 11 - PROGRESS: at 50.55% examples, 257045 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:14,170 : INFO : EPOCH 11 - PROGRESS: at 50.85% examples, 257043 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:15,238 : INFO : EPOCH 11 - PROGRESS: at 51.13% examples, 257029 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:16,273 : INFO : EPOCH 11 - PROGRESS: at 51.51% examples, 257050 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:17,275 : INFO : EPOCH 11 - PROGRESS: at 51.80% examples, 257083 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:18,281 : INFO : EPOCH 11 - PROGRESS: at 52.14% examples, 257075 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:19,286 : INFO : EPOCH 11 - PROGRESS: at 52.45% examples, 257101 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:20,337 : INFO : EPOCH 11 - PROGRESS: at 52.68% examples, 257053 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:21,372 : INFO : EPOCH 11 - PROGRESS: at 53.09% examples, 257101 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:22,402 : INFO : EPOCH 11 - PROGRESS: at 53.42% examples, 257117 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:23,416 : INFO : EPOCH 11 - PROGRESS: at 53.71% examples, 257082 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:24,428 : INFO : EPOCH 11 - PROGRESS: at 53.96% examples, 257153 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:25,440 : INFO : EPOCH 11 - PROGRESS: at 54.25% examples, 257086 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:26,461 : INFO : EPOCH 11 - PROGRESS: at 54.58% examples, 257120 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:27,497 : INFO : EPOCH 11 - PROGRESS: at 54.88% examples, 257072 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:28,505 : INFO : EPOCH 11 - PROGRESS: at 55.11% examples, 257093 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:29,553 : INFO : EPOCH 11 - PROGRESS: at 55.41% examples, 257087 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:30,555 : INFO : EPOCH 11 - PROGRESS: at 55.82% examples, 257142 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:31,568 : INFO : EPOCH 11 - PROGRESS: at 56.19% examples, 257107 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:32,628 : INFO : EPOCH 11 - PROGRESS: at 56.53% examples, 257105 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:33,630 : INFO : EPOCH 11 - PROGRESS: at 56.82% examples, 257132 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:34,642 : INFO : EPOCH 11 - PROGRESS: at 57.06% examples, 257111 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:35,699 : INFO : EPOCH 11 - PROGRESS: at 57.32% examples, 257118 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:36,702 : INFO : EPOCH 11 - PROGRESS: at 57.54% examples, 257145 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:37,705 : INFO : EPOCH 11 - PROGRESS: at 57.80% examples, 257156 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:38,730 : INFO : EPOCH 11 - PROGRESS: at 58.14% examples, 257129 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:39,738 : INFO : EPOCH 11 - PROGRESS: at 58.38% examples, 257139 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:40,758 : INFO : EPOCH 11 - PROGRESS: at 58.57% examples, 257182 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:41,779 : INFO : EPOCH 11 - PROGRESS: at 58.82% examples, 257152 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:42,779 : INFO : EPOCH 11 - PROGRESS: at 59.14% examples, 257171 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:43,789 : INFO : EPOCH 11 - PROGRESS: at 59.43% examples, 257172 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:44,813 : INFO : EPOCH 11 - PROGRESS: at 59.76% examples, 257140 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:45,876 : INFO : EPOCH 11 - PROGRESS: at 60.13% examples, 257126 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:46,887 : INFO : EPOCH 11 - PROGRESS: at 60.38% examples, 257175 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:47,951 : INFO : EPOCH 11 - PROGRESS: at 60.70% examples, 257123 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:48,959 : INFO : EPOCH 11 - PROGRESS: at 61.00% examples, 257167 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:50,021 : INFO : EPOCH 11 - PROGRESS: at 61.30% examples, 257133 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:51,077 : INFO : EPOCH 11 - PROGRESS: at 61.61% examples, 257128 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:52,087 : INFO : EPOCH 11 - PROGRESS: at 61.94% examples, 257149 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:53,107 : INFO : EPOCH 11 - PROGRESS: at 62.29% examples, 257179 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:54,122 : INFO : EPOCH 11 - PROGRESS: at 62.57% examples, 257191 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:55,133 : INFO : EPOCH 11 - PROGRESS: at 62.91% examples, 257176 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:56,145 : INFO : EPOCH 11 - PROGRESS: at 63.30% examples, 257211 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:57,180 : INFO : EPOCH 11 - PROGRESS: at 63.58% examples, 257178 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:58,184 : INFO : EPOCH 11 - PROGRESS: at 63.83% examples, 257206 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:36:59,199 : INFO : EPOCH 11 - PROGRESS: at 64.06% examples, 257148 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:00,206 : INFO : EPOCH 11 - PROGRESS: at 64.37% examples, 257117 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:01,256 : INFO : EPOCH 11 - PROGRESS: at 64.69% examples, 257028 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:02,272 : INFO : EPOCH 11 - PROGRESS: at 64.96% examples, 256999 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:03,305 : INFO : EPOCH 11 - PROGRESS: at 65.06% examples, 256779 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:04,376 : INFO : EPOCH 11 - PROGRESS: at 65.28% examples, 256571 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:05,429 : INFO : EPOCH 11 - PROGRESS: at 65.61% examples, 256556 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:06,438 : INFO : EPOCH 11 - PROGRESS: at 65.90% examples, 256548 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:07,477 : INFO : EPOCH 11 - PROGRESS: at 66.28% examples, 256560 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:08,484 : INFO : EPOCH 11 - PROGRESS: at 66.59% examples, 256585 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:09,507 : INFO : EPOCH 11 - PROGRESS: at 66.91% examples, 256581 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:10,533 : INFO : EPOCH 11 - PROGRESS: at 67.22% examples, 256560 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:11,545 : INFO : EPOCH 11 - PROGRESS: at 67.59% examples, 256590 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:12,554 : INFO : EPOCH 11 - PROGRESS: at 67.93% examples, 256599 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:13,562 : INFO : EPOCH 11 - PROGRESS: at 68.28% examples, 256588 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:14,598 : INFO : EPOCH 11 - PROGRESS: at 68.53% examples, 256564 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:15,627 : INFO : EPOCH 11 - PROGRESS: at 68.87% examples, 256574 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:16,628 : INFO : EPOCH 11 - PROGRESS: at 69.14% examples, 256602 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:17,639 : INFO : EPOCH 11 - PROGRESS: at 69.41% examples, 256584 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:18,686 : INFO : EPOCH 11 - PROGRESS: at 69.77% examples, 256579 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:19,738 : INFO : EPOCH 11 - PROGRESS: at 70.00% examples, 256596 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:20,824 : INFO : EPOCH 11 - PROGRESS: at 70.28% examples, 256587 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:21,825 : INFO : EPOCH 11 - PROGRESS: at 70.60% examples, 256630 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:22,830 : INFO : EPOCH 11 - PROGRESS: at 70.89% examples, 256629 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:23,841 : INFO : EPOCH 11 - PROGRESS: at 71.13% examples, 256595 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:24,846 : INFO : EPOCH 11 - PROGRESS: at 71.40% examples, 256619 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:25,873 : INFO : EPOCH 11 - PROGRESS: at 71.69% examples, 256623 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:26,882 : INFO : EPOCH 11 - PROGRESS: at 72.10% examples, 256630 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:27,892 : INFO : EPOCH 11 - PROGRESS: at 72.35% examples, 256659 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:28,919 : INFO : EPOCH 11 - PROGRESS: at 72.61% examples, 256653 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:29,925 : INFO : EPOCH 11 - PROGRESS: at 72.86% examples, 256681 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:30,961 : INFO : EPOCH 11 - PROGRESS: at 73.10% examples, 256686 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:31,963 : INFO : EPOCH 11 - PROGRESS: at 73.45% examples, 256674 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:32,990 : INFO : EPOCH 11 - PROGRESS: at 73.74% examples, 256701 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:34,001 : INFO : EPOCH 11 - PROGRESS: at 74.05% examples, 256699 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:35,047 : INFO : EPOCH 11 - PROGRESS: at 74.30% examples, 256685 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:36,047 : INFO : EPOCH 11 - PROGRESS: at 74.56% examples, 256712 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:37,068 : INFO : EPOCH 11 - PROGRESS: at 74.83% examples, 256696 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:38,068 : INFO : EPOCH 11 - PROGRESS: at 75.18% examples, 256731 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:39,133 : INFO : EPOCH 11 - PROGRESS: at 75.44% examples, 256680 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:40,212 : INFO : EPOCH 11 - PROGRESS: at 75.73% examples, 256702 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:41,234 : INFO : EPOCH 11 - PROGRESS: at 76.02% examples, 256746 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:42,275 : INFO : EPOCH 11 - PROGRESS: at 76.36% examples, 256714 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:43,277 : INFO : EPOCH 11 - PROGRESS: at 76.78% examples, 256769 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:44,281 : INFO : EPOCH 11 - PROGRESS: at 77.05% examples, 256743 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:45,300 : INFO : EPOCH 11 - PROGRESS: at 77.37% examples, 256732 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:46,307 : INFO : EPOCH 11 - PROGRESS: at 77.71% examples, 256763 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:47,366 : INFO : EPOCH 11 - PROGRESS: at 78.02% examples, 256723 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:48,371 : INFO : EPOCH 11 - PROGRESS: at 78.30% examples, 256741 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:49,400 : INFO : EPOCH 11 - PROGRESS: at 78.66% examples, 256740 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:50,423 : INFO : EPOCH 11 - PROGRESS: at 78.98% examples, 256740 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:51,429 : INFO : EPOCH 11 - PROGRESS: at 79.31% examples, 256745 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:52,449 : INFO : EPOCH 11 - PROGRESS: at 79.40% examples, 256742 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:53,475 : INFO : EPOCH 11 - PROGRESS: at 79.46% examples, 256789 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:54,475 : INFO : EPOCH 11 - PROGRESS: at 79.63% examples, 256826 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:55,491 : INFO : EPOCH 11 - PROGRESS: at 79.93% examples, 256811 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:56,530 : INFO : EPOCH 11 - PROGRESS: at 80.27% examples, 256831 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:57,553 : INFO : EPOCH 11 - PROGRESS: at 80.59% examples, 256832 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:58,564 : INFO : EPOCH 11 - PROGRESS: at 80.91% examples, 256826 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:37:59,566 : INFO : EPOCH 11 - PROGRESS: at 81.25% examples, 256853 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:00,590 : INFO : EPOCH 11 - PROGRESS: at 81.53% examples, 256827 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:01,621 : INFO : EPOCH 11 - PROGRESS: at 81.83% examples, 256827 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:02,645 : INFO : EPOCH 11 - PROGRESS: at 82.08% examples, 256860 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:03,671 : INFO : EPOCH 11 - PROGRESS: at 82.44% examples, 256832 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:04,728 : INFO : EPOCH 11 - PROGRESS: at 82.82% examples, 256843 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:05,735 : INFO : EPOCH 11 - PROGRESS: at 83.18% examples, 256861 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:06,766 : INFO : EPOCH 11 - PROGRESS: at 83.48% examples, 256845 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:07,790 : INFO : EPOCH 11 - PROGRESS: at 83.72% examples, 256852 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:08,833 : INFO : EPOCH 11 - PROGRESS: at 84.03% examples, 256858 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:09,858 : INFO : EPOCH 11 - PROGRESS: at 84.25% examples, 256888 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:10,877 : INFO : EPOCH 11 - PROGRESS: at 84.59% examples, 256878 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:11,943 : INFO : EPOCH 11 - PROGRESS: at 84.91% examples, 256868 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:12,966 : INFO : EPOCH 11 - PROGRESS: at 85.32% examples, 256876 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:13,976 : INFO : EPOCH 11 - PROGRESS: at 85.64% examples, 256890 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:14,987 : INFO : EPOCH 11 - PROGRESS: at 85.96% examples, 256885 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:15,994 : INFO : EPOCH 11 - PROGRESS: at 86.22% examples, 256876 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:17,035 : INFO : EPOCH 11 - PROGRESS: at 86.57% examples, 256873 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:18,077 : INFO : EPOCH 11 - PROGRESS: at 86.85% examples, 256861 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:19,091 : INFO : EPOCH 11 - PROGRESS: at 87.11% examples, 256874 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:20,105 : INFO : EPOCH 11 - PROGRESS: at 87.40% examples, 256858 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:21,109 : INFO : EPOCH 11 - PROGRESS: at 87.75% examples, 256888 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:22,129 : INFO : EPOCH 11 - PROGRESS: at 88.08% examples, 256865 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:23,133 : INFO : EPOCH 11 - PROGRESS: at 88.36% examples, 256885 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:24,141 : INFO : EPOCH 11 - PROGRESS: at 88.69% examples, 256865 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:25,155 : INFO : EPOCH 11 - PROGRESS: at 89.02% examples, 256883 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:26,184 : INFO : EPOCH 11 - PROGRESS: at 89.36% examples, 256880 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:27,184 : INFO : EPOCH 11 - PROGRESS: at 89.61% examples, 256863 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:28,203 : INFO : EPOCH 11 - PROGRESS: at 89.91% examples, 256877 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:29,207 : INFO : EPOCH 11 - PROGRESS: at 90.26% examples, 256885 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:30,208 : INFO : EPOCH 11 - PROGRESS: at 90.55% examples, 256900 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:31,217 : INFO : EPOCH 11 - PROGRESS: at 90.85% examples, 256890 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:32,243 : INFO : EPOCH 11 - PROGRESS: at 91.18% examples, 256872 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:33,245 : INFO : EPOCH 11 - PROGRESS: at 91.42% examples, 256896 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:34,261 : INFO : EPOCH 11 - PROGRESS: at 91.54% examples, 256888 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:35,266 : INFO : EPOCH 11 - PROGRESS: at 91.95% examples, 256883 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:36,297 : INFO : EPOCH 11 - PROGRESS: at 92.31% examples, 256898 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:37,312 : INFO : EPOCH 11 - PROGRESS: at 92.59% examples, 256882 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:38,349 : INFO : EPOCH 11 - PROGRESS: at 92.84% examples, 256889 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:39,408 : INFO : EPOCH 11 - PROGRESS: at 93.14% examples, 256882 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:40,437 : INFO : EPOCH 11 - PROGRESS: at 93.42% examples, 256898 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:41,466 : INFO : EPOCH 11 - PROGRESS: at 93.74% examples, 256885 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:42,507 : INFO : EPOCH 11 - PROGRESS: at 94.09% examples, 256893 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:43,522 : INFO : EPOCH 11 - PROGRESS: at 94.39% examples, 256891 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:44,538 : INFO : EPOCH 11 - PROGRESS: at 94.73% examples, 256895 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:45,551 : INFO : EPOCH 11 - PROGRESS: at 95.00% examples, 256901 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:46,591 : INFO : EPOCH 11 - PROGRESS: at 95.20% examples, 256908 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:47,601 : INFO : EPOCH 11 - PROGRESS: at 95.46% examples, 256908 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:48,609 : INFO : EPOCH 11 - PROGRESS: at 95.78% examples, 256905 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:49,617 : INFO : EPOCH 11 - PROGRESS: at 96.10% examples, 256910 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:50,624 : INFO : EPOCH 11 - PROGRESS: at 96.42% examples, 256900 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:51,628 : INFO : EPOCH 11 - PROGRESS: at 96.59% examples, 256911 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:52,645 : INFO : EPOCH 11 - PROGRESS: at 96.93% examples, 256920 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:53,647 : INFO : EPOCH 11 - PROGRESS: at 97.18% examples, 256918 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:54,659 : INFO : EPOCH 11 - PROGRESS: at 97.42% examples, 256923 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:55,724 : INFO : EPOCH 11 - PROGRESS: at 97.61% examples, 256917 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:56,735 : INFO : EPOCH 11 - PROGRESS: at 97.68% examples, 256945 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:57,764 : INFO : EPOCH 11 - PROGRESS: at 97.88% examples, 256956 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:58,795 : INFO : EPOCH 11 - PROGRESS: at 98.24% examples, 256953 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:38:59,865 : INFO : EPOCH 11 - PROGRESS: at 98.64% examples, 256952 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:00,872 : INFO : EPOCH 11 - PROGRESS: at 98.98% examples, 256950 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:01,909 : INFO : EPOCH 11 - PROGRESS: at 99.34% examples, 256950 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:02,949 : INFO : EPOCH 11 - PROGRESS: at 99.70% examples, 256945 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:03,712 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 10:39:03,724 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 10:39:03,732 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 10:39:03,744 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 10:39:03,745 : INFO : EPOCH - 11 : training on 120798425 raw words (86544741 effective words) took 336.8s, 256975 effective words/s
2020-08-16 10:39:04,821 : INFO : EPOCH 12 - PROGRESS: at 0.25% examples, 235104 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:05,826 : INFO : EPOCH 12 - PROGRESS: at 0.44% examples, 250506 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:06,840 : INFO : EPOCH 12 - PROGRESS: at 0.65% examples, 252056 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:07,881 : INFO : EPOCH 12 - PROGRESS: at 0.87% examples, 252762 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:08,899 : INFO : EPOCH 12 - PROGRESS: at 1.26% examples, 254753 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:09,928 : INFO : EPOCH 12 - PROGRESS: at 1.52% examples, 254458 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:10,930 : INFO : EPOCH 12 - PROGRESS: at 1.86% examples, 256010 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:11,954 : INFO : EPOCH 12 - PROGRESS: at 2.18% examples, 255015 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:12,962 : INFO : EPOCH 12 - PROGRESS: at 2.45% examples, 255310 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:14,005 : INFO : EPOCH 12 - PROGRESS: at 2.71% examples, 255591 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:15,007 : INFO : EPOCH 12 - PROGRESS: at 3.02% examples, 255015 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:16,008 : INFO : EPOCH 12 - PROGRESS: at 3.32% examples, 255771 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:17,051 : INFO : EPOCH 12 - PROGRESS: at 3.69% examples, 255445 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:18,077 : INFO : EPOCH 12 - PROGRESS: at 4.09% examples, 255686 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:19,115 : INFO : EPOCH 12 - PROGRESS: at 4.49% examples, 255597 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:20,123 : INFO : EPOCH 12 - PROGRESS: at 4.88% examples, 255790 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:21,128 : INFO : EPOCH 12 - PROGRESS: at 5.12% examples, 255890 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:22,164 : INFO : EPOCH 12 - PROGRESS: at 5.36% examples, 255637 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:23,239 : INFO : EPOCH 12 - PROGRESS: at 5.75% examples, 255662 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:24,261 : INFO : EPOCH 12 - PROGRESS: at 6.01% examples, 256293 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:25,266 : INFO : EPOCH 12 - PROGRESS: at 6.23% examples, 256111 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:26,276 : INFO : EPOCH 12 - PROGRESS: at 6.50% examples, 256489 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:27,321 : INFO : EPOCH 12 - PROGRESS: at 6.77% examples, 256394 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:28,353 : INFO : EPOCH 12 - PROGRESS: at 7.13% examples, 256480 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:29,364 : INFO : EPOCH 12 - PROGRESS: at 7.44% examples, 256403 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:30,410 : INFO : EPOCH 12 - PROGRESS: at 7.78% examples, 256345 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:31,441 : INFO : EPOCH 12 - PROGRESS: at 8.05% examples, 256500 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:32,504 : INFO : EPOCH 12 - PROGRESS: at 8.27% examples, 256428 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:33,585 : INFO : EPOCH 12 - PROGRESS: at 8.55% examples, 256398 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:34,653 : INFO : EPOCH 12 - PROGRESS: at 8.81% examples, 256402 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:35,708 : INFO : EPOCH 12 - PROGRESS: at 9.10% examples, 256661 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:36,725 : INFO : EPOCH 12 - PROGRESS: at 9.48% examples, 256919 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:37,758 : INFO : EPOCH 12 - PROGRESS: at 9.74% examples, 256552 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:38,762 : INFO : EPOCH 12 - PROGRESS: at 9.99% examples, 256774 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:39,778 : INFO : EPOCH 12 - PROGRESS: at 10.20% examples, 256819 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:40,801 : INFO : EPOCH 12 - PROGRESS: at 10.42% examples, 256819 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:41,882 : INFO : EPOCH 12 - PROGRESS: at 10.63% examples, 256720 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:42,960 : INFO : EPOCH 12 - PROGRESS: at 10.89% examples, 256770 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:43,975 : INFO : EPOCH 12 - PROGRESS: at 11.09% examples, 256918 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:45,020 : INFO : EPOCH 12 - PROGRESS: at 11.33% examples, 256919 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:46,027 : INFO : EPOCH 12 - PROGRESS: at 11.54% examples, 257090 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:47,067 : INFO : EPOCH 12 - PROGRESS: at 11.75% examples, 257065 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:48,075 : INFO : EPOCH 12 - PROGRESS: at 11.96% examples, 257206 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:49,094 : INFO : EPOCH 12 - PROGRESS: at 12.20% examples, 257358 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:50,097 : INFO : EPOCH 12 - PROGRESS: at 12.47% examples, 257313 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:51,108 : INFO : EPOCH 12 - PROGRESS: at 12.82% examples, 257403 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:52,147 : INFO : EPOCH 12 - PROGRESS: at 13.10% examples, 257111 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:53,224 : INFO : EPOCH 12 - PROGRESS: at 13.39% examples, 257006 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:54,270 : INFO : EPOCH 12 - PROGRESS: at 13.68% examples, 257116 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:55,328 : INFO : EPOCH 12 - PROGRESS: at 14.03% examples, 256919 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:56,405 : INFO : EPOCH 12 - PROGRESS: at 14.29% examples, 256944 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:57,470 : INFO : EPOCH 12 - PROGRESS: at 14.59% examples, 256971 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:58,471 : INFO : EPOCH 12 - PROGRESS: at 14.90% examples, 257146 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:39:59,485 : INFO : EPOCH 12 - PROGRESS: at 15.22% examples, 256953 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:00,486 : INFO : EPOCH 12 - PROGRESS: at 15.54% examples, 257134 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:01,487 : INFO : EPOCH 12 - PROGRESS: at 15.82% examples, 257117 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:02,522 : INFO : EPOCH 12 - PROGRESS: at 16.06% examples, 257061 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:03,523 : INFO : EPOCH 12 - PROGRESS: at 16.30% examples, 257083 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:04,546 : INFO : EPOCH 12 - PROGRESS: at 16.64% examples, 257101 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:05,575 : INFO : EPOCH 12 - PROGRESS: at 16.86% examples, 257145 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:06,612 : INFO : EPOCH 12 - PROGRESS: at 17.16% examples, 257169 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:07,613 : INFO : EPOCH 12 - PROGRESS: at 17.42% examples, 257209 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:08,653 : INFO : EPOCH 12 - PROGRESS: at 17.73% examples, 257133 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:09,659 : INFO : EPOCH 12 - PROGRESS: at 18.06% examples, 257208 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:10,703 : INFO : EPOCH 12 - PROGRESS: at 18.34% examples, 257081 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:11,705 : INFO : EPOCH 12 - PROGRESS: at 18.62% examples, 257033 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:12,715 : INFO : EPOCH 12 - PROGRESS: at 18.96% examples, 257068 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:13,722 : INFO : EPOCH 12 - PROGRESS: at 19.11% examples, 257503 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:14,743 : INFO : EPOCH 12 - PROGRESS: at 19.26% examples, 257761 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:15,750 : INFO : EPOCH 12 - PROGRESS: at 19.48% examples, 257932 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:16,776 : INFO : EPOCH 12 - PROGRESS: at 19.75% examples, 257831 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:17,780 : INFO : EPOCH 12 - PROGRESS: at 20.03% examples, 257915 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:18,790 : INFO : EPOCH 12 - PROGRESS: at 20.29% examples, 257772 words/s, in_qsize 8, out_qsize 0
2020-08-16 10:40:19,806 : INFO : EPOCH 12 - PROGRESS: at 20.62% examples, 257563 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:20,830 : INFO : EPOCH 12 - PROGRESS: at 20.99% examples, 257429 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:21,849 : INFO : EPOCH 12 - PROGRESS: at 21.31% examples, 257395 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:22,877 : INFO : EPOCH 12 - PROGRESS: at 21.54% examples, 257002 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:23,931 : INFO : EPOCH 12 - PROGRESS: at 21.77% examples, 256380 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:24,965 : INFO : EPOCH 12 - PROGRESS: at 22.09% examples, 256042 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:25,986 : INFO : EPOCH 12 - PROGRESS: at 22.52% examples, 255997 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:27,000 : INFO : EPOCH 12 - PROGRESS: at 22.90% examples, 256054 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:28,013 : INFO : EPOCH 12 - PROGRESS: at 23.22% examples, 256042 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:29,040 : INFO : EPOCH 12 - PROGRESS: at 23.54% examples, 255977 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:30,044 : INFO : EPOCH 12 - PROGRESS: at 23.90% examples, 255998 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:31,098 : INFO : EPOCH 12 - PROGRESS: at 24.24% examples, 255986 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:32,117 : INFO : EPOCH 12 - PROGRESS: at 24.56% examples, 255984 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:33,120 : INFO : EPOCH 12 - PROGRESS: at 24.94% examples, 256035 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:34,130 : INFO : EPOCH 12 - PROGRESS: at 25.26% examples, 255986 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:35,159 : INFO : EPOCH 12 - PROGRESS: at 25.62% examples, 256001 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:36,178 : INFO : EPOCH 12 - PROGRESS: at 25.94% examples, 255983 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:37,187 : INFO : EPOCH 12 - PROGRESS: at 26.34% examples, 256035 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:38,191 : INFO : EPOCH 12 - PROGRESS: at 26.64% examples, 255991 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:39,228 : INFO : EPOCH 12 - PROGRESS: at 27.03% examples, 256028 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:40,272 : INFO : EPOCH 12 - PROGRESS: at 27.27% examples, 255975 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:41,308 : INFO : EPOCH 12 - PROGRESS: at 27.57% examples, 256038 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:42,346 : INFO : EPOCH 12 - PROGRESS: at 27.92% examples, 255949 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:43,419 : INFO : EPOCH 12 - PROGRESS: at 28.22% examples, 255944 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:44,496 : INFO : EPOCH 12 - PROGRESS: at 28.56% examples, 255987 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:45,503 : INFO : EPOCH 12 - PROGRESS: at 28.92% examples, 256021 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:46,518 : INFO : EPOCH 12 - PROGRESS: at 29.28% examples, 256056 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:47,542 : INFO : EPOCH 12 - PROGRESS: at 29.63% examples, 256022 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:48,557 : INFO : EPOCH 12 - PROGRESS: at 29.96% examples, 256018 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:49,592 : INFO : EPOCH 12 - PROGRESS: at 30.31% examples, 256010 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:50,614 : INFO : EPOCH 12 - PROGRESS: at 30.67% examples, 256030 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:51,637 : INFO : EPOCH 12 - PROGRESS: at 31.12% examples, 256259 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:52,648 : INFO : EPOCH 12 - PROGRESS: at 31.46% examples, 256215 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:53,649 : INFO : EPOCH 12 - PROGRESS: at 31.76% examples, 256177 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:54,689 : INFO : EPOCH 12 - PROGRESS: at 32.10% examples, 256228 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:55,709 : INFO : EPOCH 12 - PROGRESS: at 32.42% examples, 256220 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:56,745 : INFO : EPOCH 12 - PROGRESS: at 32.81% examples, 256173 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:57,774 : INFO : EPOCH 12 - PROGRESS: at 33.09% examples, 256199 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:58,778 : INFO : EPOCH 12 - PROGRESS: at 33.45% examples, 256193 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:40:59,799 : INFO : EPOCH 12 - PROGRESS: at 33.86% examples, 256161 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:00,813 : INFO : EPOCH 12 - PROGRESS: at 34.17% examples, 256167 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:01,830 : INFO : EPOCH 12 - PROGRESS: at 34.53% examples, 256221 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:02,860 : INFO : EPOCH 12 - PROGRESS: at 34.91% examples, 256177 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:03,919 : INFO : EPOCH 12 - PROGRESS: at 35.28% examples, 256239 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:04,968 : INFO : EPOCH 12 - PROGRESS: at 35.68% examples, 256315 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:05,976 : INFO : EPOCH 12 - PROGRESS: at 35.96% examples, 256317 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:07,005 : INFO : EPOCH 12 - PROGRESS: at 36.31% examples, 256318 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:08,014 : INFO : EPOCH 12 - PROGRESS: at 36.69% examples, 256269 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:09,033 : INFO : EPOCH 12 - PROGRESS: at 37.09% examples, 256338 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:10,067 : INFO : EPOCH 12 - PROGRESS: at 37.44% examples, 256264 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:11,103 : INFO : EPOCH 12 - PROGRESS: at 37.82% examples, 256267 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:12,133 : INFO : EPOCH 12 - PROGRESS: at 38.21% examples, 256255 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:13,167 : INFO : EPOCH 12 - PROGRESS: at 38.60% examples, 256258 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:14,182 : INFO : EPOCH 12 - PROGRESS: at 38.98% examples, 256272 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:15,184 : INFO : EPOCH 12 - PROGRESS: at 39.36% examples, 256286 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:16,185 : INFO : EPOCH 12 - PROGRESS: at 39.71% examples, 256276 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:17,187 : INFO : EPOCH 12 - PROGRESS: at 40.05% examples, 256271 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:18,194 : INFO : EPOCH 12 - PROGRESS: at 40.38% examples, 256292 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:19,253 : INFO : EPOCH 12 - PROGRESS: at 40.76% examples, 256218 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:20,273 : INFO : EPOCH 12 - PROGRESS: at 41.18% examples, 256241 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:21,334 : INFO : EPOCH 12 - PROGRESS: at 41.54% examples, 256180 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:22,335 : INFO : EPOCH 12 - PROGRESS: at 41.91% examples, 256238 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:23,337 : INFO : EPOCH 12 - PROGRESS: at 42.27% examples, 256260 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:24,384 : INFO : EPOCH 12 - PROGRESS: at 42.63% examples, 256163 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:25,455 : INFO : EPOCH 12 - PROGRESS: at 42.97% examples, 256157 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:26,516 : INFO : EPOCH 12 - PROGRESS: at 43.26% examples, 256147 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:27,599 : INFO : EPOCH 12 - PROGRESS: at 43.58% examples, 256146 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:28,695 : INFO : EPOCH 12 - PROGRESS: at 43.89% examples, 256135 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:29,762 : INFO : EPOCH 12 - PROGRESS: at 44.22% examples, 256161 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:30,817 : INFO : EPOCH 12 - PROGRESS: at 44.57% examples, 256193 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:31,819 : INFO : EPOCH 12 - PROGRESS: at 44.91% examples, 256220 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:32,845 : INFO : EPOCH 12 - PROGRESS: at 45.13% examples, 256210 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:33,880 : INFO : EPOCH 12 - PROGRESS: at 45.43% examples, 256251 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:34,887 : INFO : EPOCH 12 - PROGRESS: at 45.74% examples, 256253 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:35,918 : INFO : EPOCH 12 - PROGRESS: at 46.07% examples, 256255 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:36,938 : INFO : EPOCH 12 - PROGRESS: at 46.32% examples, 256267 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:37,940 : INFO : EPOCH 12 - PROGRESS: at 46.68% examples, 256289 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:38,975 : INFO : EPOCH 12 - PROGRESS: at 47.01% examples, 256299 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:39,987 : INFO : EPOCH 12 - PROGRESS: at 47.34% examples, 256289 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:41,012 : INFO : EPOCH 12 - PROGRESS: at 47.72% examples, 256297 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:42,020 : INFO : EPOCH 12 - PROGRESS: at 48.04% examples, 256322 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:43,027 : INFO : EPOCH 12 - PROGRESS: at 48.45% examples, 256356 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:44,050 : INFO : EPOCH 12 - PROGRESS: at 48.75% examples, 256296 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:45,052 : INFO : EPOCH 12 - PROGRESS: at 49.08% examples, 256364 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:46,078 : INFO : EPOCH 12 - PROGRESS: at 49.36% examples, 256337 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:47,087 : INFO : EPOCH 12 - PROGRESS: at 49.66% examples, 256361 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:48,091 : INFO : EPOCH 12 - PROGRESS: at 49.99% examples, 256349 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:49,107 : INFO : EPOCH 12 - PROGRESS: at 50.30% examples, 256353 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:50,118 : INFO : EPOCH 12 - PROGRESS: at 50.52% examples, 256368 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:51,153 : INFO : EPOCH 12 - PROGRESS: at 50.79% examples, 256367 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:52,163 : INFO : EPOCH 12 - PROGRESS: at 51.05% examples, 256370 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:53,211 : INFO : EPOCH 12 - PROGRESS: at 51.40% examples, 256359 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:54,241 : INFO : EPOCH 12 - PROGRESS: at 51.71% examples, 256375 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:55,279 : INFO : EPOCH 12 - PROGRESS: at 52.06% examples, 256380 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:56,302 : INFO : EPOCH 12 - PROGRESS: at 52.40% examples, 256392 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:57,355 : INFO : EPOCH 12 - PROGRESS: at 52.63% examples, 256371 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:58,405 : INFO : EPOCH 12 - PROGRESS: at 53.02% examples, 256413 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:41:59,407 : INFO : EPOCH 12 - PROGRESS: at 53.34% examples, 256393 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:00,466 : INFO : EPOCH 12 - PROGRESS: at 53.67% examples, 256377 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:01,483 : INFO : EPOCH 12 - PROGRESS: at 53.89% examples, 256451 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:02,506 : INFO : EPOCH 12 - PROGRESS: at 54.23% examples, 256391 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:03,564 : INFO : EPOCH 12 - PROGRESS: at 54.53% examples, 256392 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:04,586 : INFO : EPOCH 12 - PROGRESS: at 54.84% examples, 256445 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:05,632 : INFO : EPOCH 12 - PROGRESS: at 55.09% examples, 256411 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:06,717 : INFO : EPOCH 12 - PROGRESS: at 55.38% examples, 256402 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:07,786 : INFO : EPOCH 12 - PROGRESS: at 55.78% examples, 256397 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:08,792 : INFO : EPOCH 12 - PROGRESS: at 56.18% examples, 256450 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:09,829 : INFO : EPOCH 12 - PROGRESS: at 56.50% examples, 256404 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:10,840 : INFO : EPOCH 12 - PROGRESS: at 56.78% examples, 256428 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:11,882 : INFO : EPOCH 12 - PROGRESS: at 57.05% examples, 256443 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:12,910 : INFO : EPOCH 12 - PROGRESS: at 57.30% examples, 256417 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:13,910 : INFO : EPOCH 12 - PROGRESS: at 57.51% examples, 256460 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:14,926 : INFO : EPOCH 12 - PROGRESS: at 57.79% examples, 256447 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:15,935 : INFO : EPOCH 12 - PROGRESS: at 58.12% examples, 256487 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:16,974 : INFO : EPOCH 12 - PROGRESS: at 58.37% examples, 256455 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:18,009 : INFO : EPOCH 12 - PROGRESS: at 58.56% examples, 256453 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:19,009 : INFO : EPOCH 12 - PROGRESS: at 58.80% examples, 256488 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:20,039 : INFO : EPOCH 12 - PROGRESS: at 59.12% examples, 256474 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:21,066 : INFO : EPOCH 12 - PROGRESS: at 59.41% examples, 256452 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:22,115 : INFO : EPOCH 12 - PROGRESS: at 59.76% examples, 256467 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:23,177 : INFO : EPOCH 12 - PROGRESS: at 60.13% examples, 256456 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:24,190 : INFO : EPOCH 12 - PROGRESS: at 60.38% examples, 256506 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:25,190 : INFO : EPOCH 12 - PROGRESS: at 60.69% examples, 256502 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:26,248 : INFO : EPOCH 12 - PROGRESS: at 60.99% examples, 256453 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:27,252 : INFO : EPOCH 12 - PROGRESS: at 61.27% examples, 256464 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:28,290 : INFO : EPOCH 12 - PROGRESS: at 61.59% examples, 256450 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:29,309 : INFO : EPOCH 12 - PROGRESS: at 61.90% examples, 256463 words/s, in_qsize 8, out_qsize 1
2020-08-16 10:42:30,321 : INFO : EPOCH 12 - PROGRESS: at 62.26% examples, 256504 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:31,358 : INFO : EPOCH 12 - PROGRESS: at 62.55% examples, 256494 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:32,366 : INFO : EPOCH 12 - PROGRESS: at 62.88% examples, 256521 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:33,379 : INFO : EPOCH 12 - PROGRESS: at 63.26% examples, 256519 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:34,401 : INFO : EPOCH 12 - PROGRESS: at 63.54% examples, 256502 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:35,425 : INFO : EPOCH 12 - PROGRESS: at 63.80% examples, 256516 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:36,471 : INFO : EPOCH 12 - PROGRESS: at 64.05% examples, 256485 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:37,476 : INFO : EPOCH 12 - PROGRESS: at 64.37% examples, 256527 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:38,478 : INFO : EPOCH 12 - PROGRESS: at 64.69% examples, 256531 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:39,496 : INFO : EPOCH 12 - PROGRESS: at 64.97% examples, 256507 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:40,508 : INFO : EPOCH 12 - PROGRESS: at 65.08% examples, 256513 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:41,535 : INFO : EPOCH 12 - PROGRESS: at 65.40% examples, 256504 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:42,557 : INFO : EPOCH 12 - PROGRESS: at 65.71% examples, 256529 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:43,599 : INFO : EPOCH 12 - PROGRESS: at 66.03% examples, 256488 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:44,609 : INFO : EPOCH 12 - PROGRESS: at 66.36% examples, 256510 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:45,615 : INFO : EPOCH 12 - PROGRESS: at 66.66% examples, 256494 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:46,620 : INFO : EPOCH 12 - PROGRESS: at 66.97% examples, 256507 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:47,679 : INFO : EPOCH 12 - PROGRESS: at 67.31% examples, 256511 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:48,712 : INFO : EPOCH 12 - PROGRESS: at 67.71% examples, 256521 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:49,721 : INFO : EPOCH 12 - PROGRESS: at 68.04% examples, 256528 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:50,789 : INFO : EPOCH 12 - PROGRESS: at 68.39% examples, 256490 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:51,819 : INFO : EPOCH 12 - PROGRESS: at 68.67% examples, 256506 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:52,856 : INFO : EPOCH 12 - PROGRESS: at 68.98% examples, 256519 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:53,894 : INFO : EPOCH 12 - PROGRESS: at 69.22% examples, 256488 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:54,894 : INFO : EPOCH 12 - PROGRESS: at 69.58% examples, 256497 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:55,956 : INFO : EPOCH 12 - PROGRESS: at 69.85% examples, 256501 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:57,011 : INFO : EPOCH 12 - PROGRESS: at 70.10% examples, 256517 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:58,021 : INFO : EPOCH 12 - PROGRESS: at 70.38% examples, 256545 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:42:59,102 : INFO : EPOCH 12 - PROGRESS: at 70.72% examples, 256493 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:00,111 : INFO : EPOCH 12 - PROGRESS: at 70.99% examples, 256511 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:01,113 : INFO : EPOCH 12 - PROGRESS: at 71.24% examples, 256511 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:02,130 : INFO : EPOCH 12 - PROGRESS: at 71.47% examples, 256522 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:03,171 : INFO : EPOCH 12 - PROGRESS: at 71.85% examples, 256521 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:04,207 : INFO : EPOCH 12 - PROGRESS: at 72.22% examples, 256534 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:05,256 : INFO : EPOCH 12 - PROGRESS: at 72.51% examples, 256526 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:06,276 : INFO : EPOCH 12 - PROGRESS: at 72.73% examples, 256567 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:07,304 : INFO : EPOCH 12 - PROGRESS: at 72.95% examples, 256575 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:08,306 : INFO : EPOCH 12 - PROGRESS: at 73.20% examples, 256576 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:09,314 : INFO : EPOCH 12 - PROGRESS: at 73.59% examples, 256594 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:10,320 : INFO : EPOCH 12 - PROGRESS: at 73.88% examples, 256583 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:11,343 : INFO : EPOCH 12 - PROGRESS: at 74.16% examples, 256572 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:12,369 : INFO : EPOCH 12 - PROGRESS: at 74.45% examples, 256564 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:13,370 : INFO : EPOCH 12 - PROGRESS: at 74.67% examples, 256592 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:14,385 : INFO : EPOCH 12 - PROGRESS: at 74.98% examples, 256573 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:15,411 : INFO : EPOCH 12 - PROGRESS: at 75.26% examples, 256601 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:16,474 : INFO : EPOCH 12 - PROGRESS: at 75.56% examples, 256551 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:17,492 : INFO : EPOCH 12 - PROGRESS: at 75.87% examples, 256615 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:18,526 : INFO : EPOCH 12 - PROGRESS: at 76.14% examples, 256589 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:19,533 : INFO : EPOCH 12 - PROGRESS: at 76.51% examples, 256592 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:20,599 : INFO : EPOCH 12 - PROGRESS: at 76.90% examples, 256581 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:21,602 : INFO : EPOCH 12 - PROGRESS: at 77.17% examples, 256615 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:22,628 : INFO : EPOCH 12 - PROGRESS: at 77.52% examples, 256575 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:23,665 : INFO : EPOCH 12 - PROGRESS: at 77.85% examples, 256575 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:24,674 : INFO : EPOCH 12 - PROGRESS: at 78.11% examples, 256591 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:25,685 : INFO : EPOCH 12 - PROGRESS: at 78.43% examples, 256586 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:26,691 : INFO : EPOCH 12 - PROGRESS: at 78.78% examples, 256613 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:27,694 : INFO : EPOCH 12 - PROGRESS: at 79.10% examples, 256601 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:28,756 : INFO : EPOCH 12 - PROGRESS: at 79.34% examples, 256556 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:29,758 : INFO : EPOCH 12 - PROGRESS: at 79.42% examples, 256606 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:30,761 : INFO : EPOCH 12 - PROGRESS: at 79.49% examples, 256647 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:31,792 : INFO : EPOCH 12 - PROGRESS: at 79.73% examples, 256637 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:32,794 : INFO : EPOCH 12 - PROGRESS: at 80.04% examples, 256661 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:33,818 : INFO : EPOCH 12 - PROGRESS: at 80.40% examples, 256659 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:34,845 : INFO : EPOCH 12 - PROGRESS: at 80.66% examples, 256658 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:35,865 : INFO : EPOCH 12 - PROGRESS: at 81.00% examples, 256648 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:36,867 : INFO : EPOCH 12 - PROGRESS: at 81.29% examples, 256678 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:37,911 : INFO : EPOCH 12 - PROGRESS: at 81.62% examples, 256644 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:38,925 : INFO : EPOCH 12 - PROGRESS: at 81.91% examples, 256620 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:39,942 : INFO : EPOCH 12 - PROGRESS: at 82.15% examples, 256604 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:40,957 : INFO : EPOCH 12 - PROGRESS: at 82.53% examples, 256587 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:41,962 : INFO : EPOCH 12 - PROGRESS: at 82.88% examples, 256545 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:42,989 : INFO : EPOCH 12 - PROGRESS: at 83.17% examples, 256399 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:44,028 : INFO : EPOCH 12 - PROGRESS: at 83.44% examples, 256255 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:45,055 : INFO : EPOCH 12 - PROGRESS: at 83.66% examples, 256197 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:46,056 : INFO : EPOCH 12 - PROGRESS: at 83.98% examples, 256199 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:47,097 : INFO : EPOCH 12 - PROGRESS: at 84.16% examples, 256196 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:48,102 : INFO : EPOCH 12 - PROGRESS: at 84.48% examples, 256209 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:49,134 : INFO : EPOCH 12 - PROGRESS: at 84.81% examples, 256211 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:50,152 : INFO : EPOCH 12 - PROGRESS: at 85.20% examples, 256186 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:51,156 : INFO : EPOCH 12 - PROGRESS: at 85.54% examples, 256205 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:52,163 : INFO : EPOCH 12 - PROGRESS: at 85.83% examples, 256215 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:53,174 : INFO : EPOCH 12 - PROGRESS: at 86.14% examples, 256205 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:54,190 : INFO : EPOCH 12 - PROGRESS: at 86.44% examples, 256194 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:55,195 : INFO : EPOCH 12 - PROGRESS: at 86.74% examples, 256200 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:56,201 : INFO : EPOCH 12 - PROGRESS: at 87.02% examples, 256187 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:57,205 : INFO : EPOCH 12 - PROGRESS: at 87.25% examples, 256193 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:58,214 : INFO : EPOCH 12 - PROGRESS: at 87.58% examples, 256176 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:43:59,251 : INFO : EPOCH 12 - PROGRESS: at 87.92% examples, 256189 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:00,269 : INFO : EPOCH 12 - PROGRESS: at 88.27% examples, 256206 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:01,321 : INFO : EPOCH 12 - PROGRESS: at 88.56% examples, 256193 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:02,347 : INFO : EPOCH 12 - PROGRESS: at 88.95% examples, 256207 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:03,358 : INFO : EPOCH 12 - PROGRESS: at 89.23% examples, 256203 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:04,381 : INFO : EPOCH 12 - PROGRESS: at 89.53% examples, 256206 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:05,415 : INFO : EPOCH 12 - PROGRESS: at 89.81% examples, 256201 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:06,469 : INFO : EPOCH 12 - PROGRESS: at 90.17% examples, 256188 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:07,493 : INFO : EPOCH 12 - PROGRESS: at 90.45% examples, 256211 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:08,512 : INFO : EPOCH 12 - PROGRESS: at 90.76% examples, 256197 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:09,520 : INFO : EPOCH 12 - PROGRESS: at 91.12% examples, 256223 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:10,531 : INFO : EPOCH 12 - PROGRESS: at 91.41% examples, 256206 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:11,546 : INFO : EPOCH 12 - PROGRESS: at 91.46% examples, 256208 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:12,547 : INFO : EPOCH 12 - PROGRESS: at 91.84% examples, 256214 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:13,565 : INFO : EPOCH 12 - PROGRESS: at 92.20% examples, 256220 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:14,580 : INFO : EPOCH 12 - PROGRESS: at 92.50% examples, 256199 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:15,608 : INFO : EPOCH 12 - PROGRESS: at 92.74% examples, 256203 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:16,625 : INFO : EPOCH 12 - PROGRESS: at 93.02% examples, 256227 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:17,653 : INFO : EPOCH 12 - PROGRESS: at 93.30% examples, 256205 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:18,671 : INFO : EPOCH 12 - PROGRESS: at 93.63% examples, 256219 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:19,694 : INFO : EPOCH 12 - PROGRESS: at 93.97% examples, 256206 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:20,709 : INFO : EPOCH 12 - PROGRESS: at 94.25% examples, 256206 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:21,716 : INFO : EPOCH 12 - PROGRESS: at 94.61% examples, 256221 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:22,721 : INFO : EPOCH 12 - PROGRESS: at 94.87% examples, 256218 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:23,765 : INFO : EPOCH 12 - PROGRESS: at 95.09% examples, 256223 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:24,815 : INFO : EPOCH 12 - PROGRESS: at 95.32% examples, 256203 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:25,843 : INFO : EPOCH 12 - PROGRESS: at 95.67% examples, 256227 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:26,868 : INFO : EPOCH 12 - PROGRESS: at 95.98% examples, 256216 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:27,873 : INFO : EPOCH 12 - PROGRESS: at 96.33% examples, 256224 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:28,880 : INFO : EPOCH 12 - PROGRESS: at 96.49% examples, 256238 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:29,924 : INFO : EPOCH 12 - PROGRESS: at 96.80% examples, 256220 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:30,930 : INFO : EPOCH 12 - PROGRESS: at 97.12% examples, 256250 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:31,985 : INFO : EPOCH 12 - PROGRESS: at 97.33% examples, 256223 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:33,001 : INFO : EPOCH 12 - PROGRESS: at 97.59% examples, 256263 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:34,017 : INFO : EPOCH 12 - PROGRESS: at 97.65% examples, 256255 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:35,027 : INFO : EPOCH 12 - PROGRESS: at 97.81% examples, 256265 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:36,038 : INFO : EPOCH 12 - PROGRESS: at 98.12% examples, 256272 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:37,112 : INFO : EPOCH 12 - PROGRESS: at 98.47% examples, 256254 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:38,122 : INFO : EPOCH 12 - PROGRESS: at 98.87% examples, 256287 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:39,152 : INFO : EPOCH 12 - PROGRESS: at 99.17% examples, 256259 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:40,168 : INFO : EPOCH 12 - PROGRESS: at 99.54% examples, 256271 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:41,208 : INFO : EPOCH 12 - PROGRESS: at 99.92% examples, 256266 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:41,379 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 10:44:41,387 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 10:44:41,410 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 10:44:41,423 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 10:44:41,424 : INFO : EPOCH - 12 : training on 120798425 raw words (86539768 effective words) took 337.7s, 256282 effective words/s
2020-08-16 10:44:42,498 : INFO : EPOCH 13 - PROGRESS: at 0.25% examples, 235394 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:43,556 : INFO : EPOCH 13 - PROGRESS: at 0.45% examples, 247769 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:44,595 : INFO : EPOCH 13 - PROGRESS: at 0.67% examples, 250412 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:45,607 : INFO : EPOCH 13 - PROGRESS: at 0.89% examples, 254753 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:46,628 : INFO : EPOCH 13 - PROGRESS: at 1.27% examples, 253624 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:47,632 : INFO : EPOCH 13 - PROGRESS: at 1.53% examples, 254446 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:48,684 : INFO : EPOCH 13 - PROGRESS: at 1.87% examples, 254314 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:49,700 : INFO : EPOCH 13 - PROGRESS: at 2.20% examples, 255467 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:50,716 : INFO : EPOCH 13 - PROGRESS: at 2.47% examples, 255487 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:51,727 : INFO : EPOCH 13 - PROGRESS: at 2.72% examples, 255813 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:52,784 : INFO : EPOCH 13 - PROGRESS: at 3.06% examples, 255273 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:53,794 : INFO : EPOCH 13 - PROGRESS: at 3.36% examples, 255811 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:54,795 : INFO : EPOCH 13 - PROGRESS: at 3.71% examples, 255803 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:55,805 : INFO : EPOCH 13 - PROGRESS: at 4.10% examples, 255830 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:56,847 : INFO : EPOCH 13 - PROGRESS: at 4.51% examples, 255636 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:57,855 : INFO : EPOCH 13 - PROGRESS: at 4.90% examples, 255885 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:58,862 : INFO : EPOCH 13 - PROGRESS: at 5.13% examples, 255887 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:44:59,863 : INFO : EPOCH 13 - PROGRESS: at 5.36% examples, 255771 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:00,921 : INFO : EPOCH 13 - PROGRESS: at 5.75% examples, 255686 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:01,947 : INFO : EPOCH 13 - PROGRESS: at 6.01% examples, 256258 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:02,959 : INFO : EPOCH 13 - PROGRESS: at 6.23% examples, 255969 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:03,963 : INFO : EPOCH 13 - PROGRESS: at 6.50% examples, 256447 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:05,006 : INFO : EPOCH 13 - PROGRESS: at 6.77% examples, 256352 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:06,036 : INFO : EPOCH 13 - PROGRESS: at 7.13% examples, 256482 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:07,054 : INFO : EPOCH 13 - PROGRESS: at 7.44% examples, 256333 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:08,100 : INFO : EPOCH 13 - PROGRESS: at 7.78% examples, 256282 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:09,132 : INFO : EPOCH 13 - PROGRESS: at 8.05% examples, 256418 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:10,190 : INFO : EPOCH 13 - PROGRESS: at 8.28% examples, 256432 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:11,268 : INFO : EPOCH 13 - PROGRESS: at 8.54% examples, 256382 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:12,336 : INFO : EPOCH 13 - PROGRESS: at 8.81% examples, 256412 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:13,398 : INFO : EPOCH 13 - PROGRESS: at 9.10% examples, 256633 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:14,405 : INFO : EPOCH 13 - PROGRESS: at 9.48% examples, 256961 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:15,447 : INFO : EPOCH 13 - PROGRESS: at 9.74% examples, 256569 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:16,447 : INFO : EPOCH 13 - PROGRESS: at 10.00% examples, 256985 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:17,462 : INFO : EPOCH 13 - PROGRESS: at 10.20% examples, 256834 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:18,482 : INFO : EPOCH 13 - PROGRESS: at 10.42% examples, 256848 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:19,489 : INFO : EPOCH 13 - PROGRESS: at 10.63% examples, 257047 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:20,534 : INFO : EPOCH 13 - PROGRESS: at 10.85% examples, 256763 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:21,539 : INFO : EPOCH 13 - PROGRESS: at 11.07% examples, 257155 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:22,553 : INFO : EPOCH 13 - PROGRESS: at 11.30% examples, 257041 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:23,576 : INFO : EPOCH 13 - PROGRESS: at 11.51% examples, 257075 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:24,629 : INFO : EPOCH 13 - PROGRESS: at 11.72% examples, 257129 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:25,639 : INFO : EPOCH 13 - PROGRESS: at 11.95% examples, 257266 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:26,657 : INFO : EPOCH 13 - PROGRESS: at 12.15% examples, 257262 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:27,660 : INFO : EPOCH 13 - PROGRESS: at 12.43% examples, 257254 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:28,678 : INFO : EPOCH 13 - PROGRESS: at 12.78% examples, 257391 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:29,717 : INFO : EPOCH 13 - PROGRESS: at 13.06% examples, 257123 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:30,791 : INFO : EPOCH 13 - PROGRESS: at 13.36% examples, 257066 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:31,837 : INFO : EPOCH 13 - PROGRESS: at 13.67% examples, 257172 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:32,849 : INFO : EPOCH 13 - PROGRESS: at 13.98% examples, 257214 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:33,850 : INFO : EPOCH 13 - PROGRESS: at 14.23% examples, 257061 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:34,851 : INFO : EPOCH 13 - PROGRESS: at 14.51% examples, 257248 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:35,876 : INFO : EPOCH 13 - PROGRESS: at 14.83% examples, 257120 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:36,880 : INFO : EPOCH 13 - PROGRESS: at 15.13% examples, 257185 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:37,904 : INFO : EPOCH 13 - PROGRESS: at 15.47% examples, 257013 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:38,936 : INFO : EPOCH 13 - PROGRESS: at 15.76% examples, 257187 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:39,975 : INFO : EPOCH 13 - PROGRESS: at 16.00% examples, 257114 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:40,986 : INFO : EPOCH 13 - PROGRESS: at 16.25% examples, 257298 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:42,009 : INFO : EPOCH 13 - PROGRESS: at 16.58% examples, 257212 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:43,028 : INFO : EPOCH 13 - PROGRESS: at 16.82% examples, 257229 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:44,032 : INFO : EPOCH 13 - PROGRESS: at 17.06% examples, 257270 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:45,035 : INFO : EPOCH 13 - PROGRESS: at 17.32% examples, 257148 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:46,044 : INFO : EPOCH 13 - PROGRESS: at 17.66% examples, 257208 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:47,079 : INFO : EPOCH 13 - PROGRESS: at 17.98% examples, 257160 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:48,089 : INFO : EPOCH 13 - PROGRESS: at 18.27% examples, 257179 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:49,147 : INFO : EPOCH 13 - PROGRESS: at 18.56% examples, 257112 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:50,155 : INFO : EPOCH 13 - PROGRESS: at 18.89% examples, 257121 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:51,160 : INFO : EPOCH 13 - PROGRESS: at 19.07% examples, 257436 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:52,166 : INFO : EPOCH 13 - PROGRESS: at 19.22% examples, 257728 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:53,202 : INFO : EPOCH 13 - PROGRESS: at 19.41% examples, 257974 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:54,224 : INFO : EPOCH 13 - PROGRESS: at 19.68% examples, 257889 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:55,228 : INFO : EPOCH 13 - PROGRESS: at 19.95% examples, 257974 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:56,282 : INFO : EPOCH 13 - PROGRESS: at 20.26% examples, 257862 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:57,290 : INFO : EPOCH 13 - PROGRESS: at 20.60% examples, 257946 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:58,335 : INFO : EPOCH 13 - PROGRESS: at 20.98% examples, 257836 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:45:59,348 : INFO : EPOCH 13 - PROGRESS: at 21.29% examples, 257813 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:00,353 : INFO : EPOCH 13 - PROGRESS: at 21.57% examples, 257916 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:01,405 : INFO : EPOCH 13 - PROGRESS: at 21.85% examples, 257752 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:02,435 : INFO : EPOCH 13 - PROGRESS: at 22.24% examples, 257834 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:03,488 : INFO : EPOCH 13 - PROGRESS: at 22.65% examples, 257676 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:04,491 : INFO : EPOCH 13 - PROGRESS: at 23.01% examples, 257735 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:05,495 : INFO : EPOCH 13 - PROGRESS: at 23.31% examples, 257668 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:06,506 : INFO : EPOCH 13 - PROGRESS: at 23.65% examples, 257630 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:07,512 : INFO : EPOCH 13 - PROGRESS: at 24.01% examples, 257667 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:08,569 : INFO : EPOCH 13 - PROGRESS: at 24.34% examples, 257590 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:09,577 : INFO : EPOCH 13 - PROGRESS: at 24.69% examples, 257570 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:10,585 : INFO : EPOCH 13 - PROGRESS: at 25.05% examples, 257627 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:11,617 : INFO : EPOCH 13 - PROGRESS: at 25.38% examples, 257554 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:12,672 : INFO : EPOCH 13 - PROGRESS: at 25.71% examples, 257499 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:13,674 : INFO : EPOCH 13 - PROGRESS: at 26.10% examples, 257621 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:14,709 : INFO : EPOCH 13 - PROGRESS: at 26.46% examples, 257533 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:15,713 : INFO : EPOCH 13 - PROGRESS: at 26.79% examples, 257513 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:16,741 : INFO : EPOCH 13 - PROGRESS: at 27.10% examples, 257489 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:17,748 : INFO : EPOCH 13 - PROGRESS: at 27.42% examples, 257590 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:18,798 : INFO : EPOCH 13 - PROGRESS: at 27.68% examples, 257461 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:19,814 : INFO : EPOCH 13 - PROGRESS: at 28.04% examples, 257543 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:20,855 : INFO : EPOCH 13 - PROGRESS: at 28.32% examples, 257419 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:21,858 : INFO : EPOCH 13 - PROGRESS: at 28.65% examples, 257491 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:22,886 : INFO : EPOCH 13 - PROGRESS: at 29.00% examples, 257470 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:23,933 : INFO : EPOCH 13 - PROGRESS: at 29.38% examples, 257397 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:25,000 : INFO : EPOCH 13 - PROGRESS: at 29.73% examples, 257397 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:26,015 : INFO : EPOCH 13 - PROGRESS: at 30.06% examples, 257439 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:27,022 : INFO : EPOCH 13 - PROGRESS: at 30.45% examples, 257402 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:28,035 : INFO : EPOCH 13 - PROGRESS: at 30.81% examples, 257435 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:29,038 : INFO : EPOCH 13 - PROGRESS: at 31.23% examples, 257549 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:30,095 : INFO : EPOCH 13 - PROGRESS: at 31.54% examples, 257545 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:31,116 : INFO : EPOCH 13 - PROGRESS: at 31.91% examples, 257524 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:32,150 : INFO : EPOCH 13 - PROGRESS: at 32.21% examples, 257517 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:33,198 : INFO : EPOCH 13 - PROGRESS: at 32.55% examples, 257485 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:34,226 : INFO : EPOCH 13 - PROGRESS: at 32.91% examples, 257497 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:35,232 : INFO : EPOCH 13 - PROGRESS: at 33.19% examples, 257485 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:36,258 : INFO : EPOCH 13 - PROGRESS: at 33.60% examples, 257435 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:37,327 : INFO : EPOCH 13 - PROGRESS: at 34.00% examples, 257393 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:38,340 : INFO : EPOCH 13 - PROGRESS: at 34.32% examples, 257401 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:39,355 : INFO : EPOCH 13 - PROGRESS: at 34.67% examples, 257403 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:40,398 : INFO : EPOCH 13 - PROGRESS: at 35.05% examples, 257453 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:41,454 : INFO : EPOCH 13 - PROGRESS: at 35.45% examples, 257495 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:42,507 : INFO : EPOCH 13 - PROGRESS: at 35.78% examples, 257508 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:43,520 : INFO : EPOCH 13 - PROGRESS: at 36.10% examples, 257533 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:44,572 : INFO : EPOCH 13 - PROGRESS: at 36.47% examples, 257474 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:45,573 : INFO : EPOCH 13 - PROGRESS: at 36.85% examples, 257427 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:46,663 : INFO : EPOCH 13 - PROGRESS: at 37.27% examples, 257389 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:47,673 : INFO : EPOCH 13 - PROGRESS: at 37.63% examples, 257426 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:48,713 : INFO : EPOCH 13 - PROGRESS: at 37.99% examples, 257403 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:49,725 : INFO : EPOCH 13 - PROGRESS: at 38.40% examples, 257432 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:50,729 : INFO : EPOCH 13 - PROGRESS: at 38.79% examples, 257423 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:51,736 : INFO : EPOCH 13 - PROGRESS: at 39.16% examples, 257398 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:52,737 : INFO : EPOCH 13 - PROGRESS: at 39.52% examples, 257404 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:53,737 : INFO : EPOCH 13 - PROGRESS: at 39.85% examples, 257382 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:54,775 : INFO : EPOCH 13 - PROGRESS: at 40.19% examples, 257337 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:55,818 : INFO : EPOCH 13 - PROGRESS: at 40.55% examples, 257330 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:56,821 : INFO : EPOCH 13 - PROGRESS: at 40.93% examples, 257319 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:57,867 : INFO : EPOCH 13 - PROGRESS: at 41.35% examples, 257287 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:58,896 : INFO : EPOCH 13 - PROGRESS: at 41.69% examples, 257219 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:46:59,918 : INFO : EPOCH 13 - PROGRESS: at 42.05% examples, 257141 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:00,940 : INFO : EPOCH 13 - PROGRESS: at 42.41% examples, 257102 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:01,951 : INFO : EPOCH 13 - PROGRESS: at 42.72% examples, 257008 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:03,014 : INFO : EPOCH 13 - PROGRESS: at 43.02% examples, 256700 words/s, in_qsize 8, out_qsize 0
2020-08-16 10:47:04,022 : INFO : EPOCH 13 - PROGRESS: at 43.26% examples, 256425 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:05,027 : INFO : EPOCH 13 - PROGRESS: at 43.53% examples, 256236 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:06,111 : INFO : EPOCH 13 - PROGRESS: at 43.83% examples, 256222 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:07,184 : INFO : EPOCH 13 - PROGRESS: at 44.15% examples, 256248 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:08,188 : INFO : EPOCH 13 - PROGRESS: at 44.49% examples, 256322 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:09,204 : INFO : EPOCH 13 - PROGRESS: at 44.83% examples, 256289 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:10,228 : INFO : EPOCH 13 - PROGRESS: at 45.07% examples, 256293 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:11,252 : INFO : EPOCH 13 - PROGRESS: at 45.36% examples, 256345 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:12,266 : INFO : EPOCH 13 - PROGRESS: at 45.70% examples, 256346 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:13,275 : INFO : EPOCH 13 - PROGRESS: at 46.00% examples, 256348 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:14,299 : INFO : EPOCH 13 - PROGRESS: at 46.25% examples, 256353 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:15,303 : INFO : EPOCH 13 - PROGRESS: at 46.56% examples, 256366 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:16,321 : INFO : EPOCH 13 - PROGRESS: at 46.92% examples, 256370 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:17,340 : INFO : EPOCH 13 - PROGRESS: at 47.23% examples, 256384 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:18,369 : INFO : EPOCH 13 - PROGRESS: at 47.62% examples, 256367 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:19,372 : INFO : EPOCH 13 - PROGRESS: at 47.95% examples, 256412 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:20,395 : INFO : EPOCH 13 - PROGRESS: at 48.33% examples, 256366 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:21,469 : INFO : EPOCH 13 - PROGRESS: at 48.68% examples, 256361 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:22,471 : INFO : EPOCH 13 - PROGRESS: at 49.03% examples, 256431 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:23,502 : INFO : EPOCH 13 - PROGRESS: at 49.32% examples, 256393 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:24,505 : INFO : EPOCH 13 - PROGRESS: at 49.62% examples, 256436 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:25,536 : INFO : EPOCH 13 - PROGRESS: at 49.95% examples, 256397 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:26,547 : INFO : EPOCH 13 - PROGRESS: at 50.24% examples, 256463 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:27,600 : INFO : EPOCH 13 - PROGRESS: at 50.51% examples, 256413 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:28,616 : INFO : EPOCH 13 - PROGRESS: at 50.73% examples, 256447 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:29,616 : INFO : EPOCH 13 - PROGRESS: at 50.99% examples, 256469 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:30,630 : INFO : EPOCH 13 - PROGRESS: at 51.32% examples, 256429 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:31,631 : INFO : EPOCH 13 - PROGRESS: at 51.65% examples, 256457 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:32,638 : INFO : EPOCH 13 - PROGRESS: at 51.96% examples, 256491 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:33,670 : INFO : EPOCH 13 - PROGRESS: at 52.31% examples, 256450 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:34,677 : INFO : EPOCH 13 - PROGRESS: at 52.53% examples, 256445 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:35,693 : INFO : EPOCH 13 - PROGRESS: at 52.88% examples, 256479 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:36,704 : INFO : EPOCH 13 - PROGRESS: at 53.25% examples, 256475 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:37,705 : INFO : EPOCH 13 - PROGRESS: at 53.59% examples, 256500 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:38,749 : INFO : EPOCH 13 - PROGRESS: at 53.80% examples, 256440 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:39,817 : INFO : EPOCH 13 - PROGRESS: at 54.14% examples, 256460 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:40,868 : INFO : EPOCH 13 - PROGRESS: at 54.41% examples, 256461 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:41,905 : INFO : EPOCH 13 - PROGRESS: at 54.73% examples, 256497 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:42,957 : INFO : EPOCH 13 - PROGRESS: at 55.03% examples, 256451 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:44,020 : INFO : EPOCH 13 - PROGRESS: at 55.25% examples, 256469 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:45,106 : INFO : EPOCH 13 - PROGRESS: at 55.63% examples, 256450 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:46,107 : INFO : EPOCH 13 - PROGRESS: at 56.05% examples, 256496 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:47,124 : INFO : EPOCH 13 - PROGRESS: at 56.39% examples, 256489 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:48,147 : INFO : EPOCH 13 - PROGRESS: at 56.66% examples, 256500 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:49,159 : INFO : EPOCH 13 - PROGRESS: at 56.95% examples, 256485 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:50,161 : INFO : EPOCH 13 - PROGRESS: at 57.24% examples, 256509 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:51,181 : INFO : EPOCH 13 - PROGRESS: at 57.42% examples, 256495 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:52,187 : INFO : EPOCH 13 - PROGRESS: at 57.69% examples, 256534 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:53,196 : INFO : EPOCH 13 - PROGRESS: at 57.98% examples, 256537 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:54,221 : INFO : EPOCH 13 - PROGRESS: at 58.26% examples, 256525 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:55,244 : INFO : EPOCH 13 - PROGRESS: at 58.51% examples, 256539 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:56,281 : INFO : EPOCH 13 - PROGRESS: at 58.68% examples, 256520 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:57,317 : INFO : EPOCH 13 - PROGRESS: at 59.00% examples, 256541 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:58,356 : INFO : EPOCH 13 - PROGRESS: at 59.33% examples, 256516 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:47:59,360 : INFO : EPOCH 13 - PROGRESS: at 59.63% examples, 256579 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:00,370 : INFO : EPOCH 13 - PROGRESS: at 59.99% examples, 256532 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:01,383 : INFO : EPOCH 13 - PROGRESS: at 60.32% examples, 256551 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:02,409 : INFO : EPOCH 13 - PROGRESS: at 60.55% examples, 256539 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:03,439 : INFO : EPOCH 13 - PROGRESS: at 60.86% examples, 256517 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:04,446 : INFO : EPOCH 13 - PROGRESS: at 61.16% examples, 256558 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:05,479 : INFO : EPOCH 13 - PROGRESS: at 61.48% examples, 256529 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:06,490 : INFO : EPOCH 13 - PROGRESS: at 61.77% examples, 256572 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:07,508 : INFO : EPOCH 13 - PROGRESS: at 62.12% examples, 256564 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:08,521 : INFO : EPOCH 13 - PROGRESS: at 62.45% examples, 256568 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:09,541 : INFO : EPOCH 13 - PROGRESS: at 62.71% examples, 256570 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:10,567 : INFO : EPOCH 13 - PROGRESS: at 63.08% examples, 256573 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:11,579 : INFO : EPOCH 13 - PROGRESS: at 63.41% examples, 256576 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:12,582 : INFO : EPOCH 13 - PROGRESS: at 63.71% examples, 256566 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:13,612 : INFO : EPOCH 13 - PROGRESS: at 63.95% examples, 256589 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:14,643 : INFO : EPOCH 13 - PROGRESS: at 64.20% examples, 256550 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:15,644 : INFO : EPOCH 13 - PROGRESS: at 64.53% examples, 256554 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:16,656 : INFO : EPOCH 13 - PROGRESS: at 64.86% examples, 256585 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:17,683 : INFO : EPOCH 13 - PROGRESS: at 65.03% examples, 256566 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:18,713 : INFO : EPOCH 13 - PROGRESS: at 65.26% examples, 256568 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:19,727 : INFO : EPOCH 13 - PROGRESS: at 65.57% examples, 256577 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:20,789 : INFO : EPOCH 13 - PROGRESS: at 65.86% examples, 256543 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:21,815 : INFO : EPOCH 13 - PROGRESS: at 66.25% examples, 256566 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:22,819 : INFO : EPOCH 13 - PROGRESS: at 66.56% examples, 256559 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:23,820 : INFO : EPOCH 13 - PROGRESS: at 66.87% examples, 256567 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:24,824 : INFO : EPOCH 13 - PROGRESS: at 67.18% examples, 256591 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:25,861 : INFO : EPOCH 13 - PROGRESS: at 67.54% examples, 256572 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:26,870 : INFO : EPOCH 13 - PROGRESS: at 67.87% examples, 256553 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:27,879 : INFO : EPOCH 13 - PROGRESS: at 68.22% examples, 256563 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:28,933 : INFO : EPOCH 13 - PROGRESS: at 68.48% examples, 256549 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:29,955 : INFO : EPOCH 13 - PROGRESS: at 68.83% examples, 256565 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:30,979 : INFO : EPOCH 13 - PROGRESS: at 69.10% examples, 256535 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:32,000 : INFO : EPOCH 13 - PROGRESS: at 69.37% examples, 256530 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:33,069 : INFO : EPOCH 13 - PROGRESS: at 69.74% examples, 256538 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:34,129 : INFO : EPOCH 13 - PROGRESS: at 69.97% examples, 256542 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:35,203 : INFO : EPOCH 13 - PROGRESS: at 70.26% examples, 256543 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:36,204 : INFO : EPOCH 13 - PROGRESS: at 70.55% examples, 256561 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:37,221 : INFO : EPOCH 13 - PROGRESS: at 70.85% examples, 256572 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:38,234 : INFO : EPOCH 13 - PROGRESS: at 71.08% examples, 256543 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:39,240 : INFO : EPOCH 13 - PROGRESS: at 71.35% examples, 256536 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:40,283 : INFO : EPOCH 13 - PROGRESS: at 71.64% examples, 256554 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:41,305 : INFO : EPOCH 13 - PROGRESS: at 72.06% examples, 256548 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:42,321 : INFO : EPOCH 13 - PROGRESS: at 72.33% examples, 256572 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:43,339 : INFO : EPOCH 13 - PROGRESS: at 72.59% examples, 256580 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:44,351 : INFO : EPOCH 13 - PROGRESS: at 72.84% examples, 256601 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:45,385 : INFO : EPOCH 13 - PROGRESS: at 73.08% examples, 256605 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:46,393 : INFO : EPOCH 13 - PROGRESS: at 73.40% examples, 256586 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:47,420 : INFO : EPOCH 13 - PROGRESS: at 73.73% examples, 256609 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:48,434 : INFO : EPOCH 13 - PROGRESS: at 74.02% examples, 256605 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:49,483 : INFO : EPOCH 13 - PROGRESS: at 74.28% examples, 256592 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:50,497 : INFO : EPOCH 13 - PROGRESS: at 74.53% examples, 256604 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:51,517 : INFO : EPOCH 13 - PROGRESS: at 74.81% examples, 256590 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:52,517 : INFO : EPOCH 13 - PROGRESS: at 75.16% examples, 256620 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:53,576 : INFO : EPOCH 13 - PROGRESS: at 75.43% examples, 256574 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:54,618 : INFO : EPOCH 13 - PROGRESS: at 75.70% examples, 256610 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:55,639 : INFO : EPOCH 13 - PROGRESS: at 75.97% examples, 256599 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:56,658 : INFO : EPOCH 13 - PROGRESS: at 76.31% examples, 256620 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:57,698 : INFO : EPOCH 13 - PROGRESS: at 76.71% examples, 256614 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:58,713 : INFO : EPOCH 13 - PROGRESS: at 77.03% examples, 256593 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:48:59,761 : INFO : EPOCH 13 - PROGRESS: at 77.32% examples, 256613 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:00,763 : INFO : EPOCH 13 - PROGRESS: at 77.66% examples, 256623 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:01,763 : INFO : EPOCH 13 - PROGRESS: at 77.99% examples, 256637 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:02,795 : INFO : EPOCH 13 - PROGRESS: at 78.28% examples, 256611 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:03,808 : INFO : EPOCH 13 - PROGRESS: at 78.59% examples, 256628 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:04,854 : INFO : EPOCH 13 - PROGRESS: at 78.93% examples, 256606 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:05,879 : INFO : EPOCH 13 - PROGRESS: at 79.26% examples, 256624 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:06,946 : INFO : EPOCH 13 - PROGRESS: at 79.39% examples, 256589 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:07,979 : INFO : EPOCH 13 - PROGRESS: at 79.45% examples, 256656 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:08,985 : INFO : EPOCH 13 - PROGRESS: at 79.58% examples, 256666 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:10,021 : INFO : EPOCH 13 - PROGRESS: at 79.91% examples, 256682 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:11,062 : INFO : EPOCH 13 - PROGRESS: at 80.24% examples, 256674 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:12,083 : INFO : EPOCH 13 - PROGRESS: at 80.58% examples, 256692 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:13,086 : INFO : EPOCH 13 - PROGRESS: at 80.90% examples, 256707 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:14,107 : INFO : EPOCH 13 - PROGRESS: at 81.23% examples, 256691 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:15,107 : INFO : EPOCH 13 - PROGRESS: at 81.50% examples, 256692 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:16,119 : INFO : EPOCH 13 - PROGRESS: at 81.80% examples, 256689 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:17,158 : INFO : EPOCH 13 - PROGRESS: at 82.05% examples, 256701 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:18,175 : INFO : EPOCH 13 - PROGRESS: at 82.39% examples, 256681 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:19,180 : INFO : EPOCH 13 - PROGRESS: at 82.76% examples, 256713 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:20,199 : INFO : EPOCH 13 - PROGRESS: at 83.13% examples, 256695 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:21,234 : INFO : EPOCH 13 - PROGRESS: at 83.45% examples, 256707 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:22,318 : INFO : EPOCH 13 - PROGRESS: at 83.70% examples, 256686 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:23,347 : INFO : EPOCH 13 - PROGRESS: at 84.03% examples, 256706 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:24,376 : INFO : EPOCH 13 - PROGRESS: at 84.22% examples, 256722 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:25,394 : INFO : EPOCH 13 - PROGRESS: at 84.56% examples, 256718 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:26,410 : INFO : EPOCH 13 - PROGRESS: at 84.86% examples, 256710 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:27,418 : INFO : EPOCH 13 - PROGRESS: at 85.27% examples, 256716 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:28,444 : INFO : EPOCH 13 - PROGRESS: at 85.59% examples, 256702 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:29,448 : INFO : EPOCH 13 - PROGRESS: at 85.88% examples, 256704 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:30,473 : INFO : EPOCH 13 - PROGRESS: at 86.19% examples, 256701 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:31,528 : INFO : EPOCH 13 - PROGRESS: at 86.51% examples, 256680 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:32,529 : INFO : EPOCH 13 - PROGRESS: at 86.80% examples, 256709 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:33,533 : INFO : EPOCH 13 - PROGRESS: at 87.06% examples, 256705 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:34,537 : INFO : EPOCH 13 - PROGRESS: at 87.33% examples, 256701 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:35,537 : INFO : EPOCH 13 - PROGRESS: at 87.68% examples, 256713 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:36,568 : INFO : EPOCH 13 - PROGRESS: at 88.00% examples, 256680 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:37,577 : INFO : EPOCH 13 - PROGRESS: at 88.30% examples, 256688 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:38,618 : INFO : EPOCH 13 - PROGRESS: at 88.63% examples, 256696 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:39,633 : INFO : EPOCH 13 - PROGRESS: at 88.98% examples, 256682 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:40,635 : INFO : EPOCH 13 - PROGRESS: at 89.28% examples, 256678 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:41,661 : INFO : EPOCH 13 - PROGRESS: at 89.57% examples, 256699 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:42,665 : INFO : EPOCH 13 - PROGRESS: at 89.85% examples, 256701 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:43,676 : INFO : EPOCH 13 - PROGRESS: at 90.20% examples, 256698 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:44,721 : INFO : EPOCH 13 - PROGRESS: at 90.48% examples, 256680 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:45,724 : INFO : EPOCH 13 - PROGRESS: at 90.80% examples, 256697 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:46,732 : INFO : EPOCH 13 - PROGRESS: at 91.14% examples, 256697 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:47,768 : INFO : EPOCH 13 - PROGRESS: at 91.41% examples, 256682 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:48,779 : INFO : EPOCH 13 - PROGRESS: at 91.49% examples, 256711 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:49,797 : INFO : EPOCH 13 - PROGRESS: at 91.90% examples, 256696 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:50,819 : INFO : EPOCH 13 - PROGRESS: at 92.24% examples, 256679 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:51,862 : INFO : EPOCH 13 - PROGRESS: at 92.57% examples, 256679 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:52,867 : INFO : EPOCH 13 - PROGRESS: at 92.79% examples, 256712 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:53,886 : INFO : EPOCH 13 - PROGRESS: at 93.05% examples, 256678 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:54,913 : INFO : EPOCH 13 - PROGRESS: at 93.35% examples, 256692 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:55,922 : INFO : EPOCH 13 - PROGRESS: at 93.70% examples, 256696 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:56,925 : INFO : EPOCH 13 - PROGRESS: at 94.01% examples, 256698 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:57,929 : INFO : EPOCH 13 - PROGRESS: at 94.30% examples, 256704 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:58,944 : INFO : EPOCH 13 - PROGRESS: at 94.65% examples, 256685 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:49:59,963 : INFO : EPOCH 13 - PROGRESS: at 94.94% examples, 256693 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:00,969 : INFO : EPOCH 13 - PROGRESS: at 95.12% examples, 256685 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:02,006 : INFO : EPOCH 13 - PROGRESS: at 95.36% examples, 256677 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:03,012 : INFO : EPOCH 13 - PROGRESS: at 95.70% examples, 256697 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:04,054 : INFO : EPOCH 13 - PROGRESS: at 96.00% examples, 256672 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:05,064 : INFO : EPOCH 13 - PROGRESS: at 96.34% examples, 256686 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:06,069 : INFO : EPOCH 13 - PROGRESS: at 96.51% examples, 256711 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:07,115 : INFO : EPOCH 13 - PROGRESS: at 96.85% examples, 256688 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:08,157 : INFO : EPOCH 13 - PROGRESS: at 97.15% examples, 256699 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:09,180 : INFO : EPOCH 13 - PROGRESS: at 97.35% examples, 256689 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:10,191 : INFO : EPOCH 13 - PROGRESS: at 97.60% examples, 256722 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:11,201 : INFO : EPOCH 13 - PROGRESS: at 97.66% examples, 256723 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:12,221 : INFO : EPOCH 13 - PROGRESS: at 97.83% examples, 256721 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:13,221 : INFO : EPOCH 13 - PROGRESS: at 98.15% examples, 256736 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:14,289 : INFO : EPOCH 13 - PROGRESS: at 98.52% examples, 256717 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:15,308 : INFO : EPOCH 13 - PROGRESS: at 98.90% examples, 256742 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:16,337 : INFO : EPOCH 13 - PROGRESS: at 99.21% examples, 256715 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:17,356 : INFO : EPOCH 13 - PROGRESS: at 99.58% examples, 256722 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:18,379 : INFO : EPOCH 13 - PROGRESS: at 99.94% examples, 256684 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:18,495 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 10:50:18,508 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 10:50:18,516 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 10:50:18,519 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 10:50:18,520 : INFO : EPOCH - 13 : training on 120798425 raw words (86537521 effective words) took 337.1s, 256717 effective words/s
2020-08-16 10:50:19,524 : INFO : EPOCH 14 - PROGRESS: at 0.24% examples, 237605 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:20,532 : INFO : EPOCH 14 - PROGRESS: at 0.41% examples, 241638 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:21,553 : INFO : EPOCH 14 - PROGRESS: at 0.61% examples, 243106 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:22,569 : INFO : EPOCH 14 - PROGRESS: at 0.79% examples, 242777 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:23,613 : INFO : EPOCH 14 - PROGRESS: at 1.07% examples, 236434 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:24,683 : INFO : EPOCH 14 - PROGRESS: at 1.39% examples, 233382 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:25,686 : INFO : EPOCH 14 - PROGRESS: at 1.65% examples, 237472 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:26,711 : INFO : EPOCH 14 - PROGRESS: at 2.00% examples, 238537 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:27,734 : INFO : EPOCH 14 - PROGRESS: at 2.32% examples, 240584 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:28,753 : INFO : EPOCH 14 - PROGRESS: at 2.56% examples, 242450 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:29,764 : INFO : EPOCH 14 - PROGRESS: at 2.83% examples, 243302 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:30,768 : INFO : EPOCH 14 - PROGRESS: at 3.21% examples, 245229 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:31,825 : INFO : EPOCH 14 - PROGRESS: at 3.49% examples, 245092 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:32,844 : INFO : EPOCH 14 - PROGRESS: at 3.84% examples, 246110 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:33,877 : INFO : EPOCH 14 - PROGRESS: at 4.26% examples, 246737 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:34,892 : INFO : EPOCH 14 - PROGRESS: at 4.67% examples, 247439 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:35,914 : INFO : EPOCH 14 - PROGRESS: at 5.01% examples, 247780 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:36,914 : INFO : EPOCH 14 - PROGRESS: at 5.25% examples, 248382 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:37,925 : INFO : EPOCH 14 - PROGRESS: at 5.57% examples, 248803 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:38,948 : INFO : EPOCH 14 - PROGRESS: at 5.86% examples, 249038 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:39,949 : INFO : EPOCH 14 - PROGRESS: at 6.09% examples, 249440 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:41,009 : INFO : EPOCH 14 - PROGRESS: at 6.34% examples, 249937 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:42,018 : INFO : EPOCH 14 - PROGRESS: at 6.60% examples, 250623 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:43,025 : INFO : EPOCH 14 - PROGRESS: at 6.91% examples, 250812 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:44,051 : INFO : EPOCH 14 - PROGRESS: at 7.22% examples, 250685 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:45,104 : INFO : EPOCH 14 - PROGRESS: at 7.57% examples, 250978 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:46,105 : INFO : EPOCH 14 - PROGRESS: at 7.88% examples, 251449 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:47,140 : INFO : EPOCH 14 - PROGRESS: at 8.14% examples, 251506 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:48,153 : INFO : EPOCH 14 - PROGRESS: at 8.34% examples, 251588 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:49,157 : INFO : EPOCH 14 - PROGRESS: at 8.61% examples, 252142 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:50,206 : INFO : EPOCH 14 - PROGRESS: at 8.83% examples, 251972 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:51,279 : INFO : EPOCH 14 - PROGRESS: at 9.20% examples, 252152 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:52,292 : INFO : EPOCH 14 - PROGRESS: at 9.54% examples, 252532 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:53,322 : INFO : EPOCH 14 - PROGRESS: at 9.78% examples, 252338 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:54,324 : INFO : EPOCH 14 - PROGRESS: at 10.04% examples, 252894 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:55,336 : INFO : EPOCH 14 - PROGRESS: at 10.25% examples, 252871 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:56,352 : INFO : EPOCH 14 - PROGRESS: at 10.47% examples, 253004 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:57,378 : INFO : EPOCH 14 - PROGRESS: at 10.68% examples, 253204 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:58,417 : INFO : EPOCH 14 - PROGRESS: at 10.91% examples, 253030 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:50:59,432 : INFO : EPOCH 14 - PROGRESS: at 11.11% examples, 253387 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:00,466 : INFO : EPOCH 14 - PROGRESS: at 11.35% examples, 253409 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:01,480 : INFO : EPOCH 14 - PROGRESS: at 11.56% examples, 253536 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:02,486 : INFO : EPOCH 14 - PROGRESS: at 11.77% examples, 253795 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:03,550 : INFO : EPOCH 14 - PROGRESS: at 11.99% examples, 253817 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:04,577 : INFO : EPOCH 14 - PROGRESS: at 12.23% examples, 253995 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:05,581 : INFO : EPOCH 14 - PROGRESS: at 12.51% examples, 254182 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:06,595 : INFO : EPOCH 14 - PROGRESS: at 12.86% examples, 254155 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:07,636 : INFO : EPOCH 14 - PROGRESS: at 13.13% examples, 253949 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:08,713 : INFO : EPOCH 14 - PROGRESS: at 13.43% examples, 253883 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:09,760 : INFO : EPOCH 14 - PROGRESS: at 13.71% examples, 254070 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:10,824 : INFO : EPOCH 14 - PROGRESS: at 14.04% examples, 253998 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:11,888 : INFO : EPOCH 14 - PROGRESS: at 14.33% examples, 254057 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:12,957 : INFO : EPOCH 14 - PROGRESS: at 14.63% examples, 254118 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:13,967 : INFO : EPOCH 14 - PROGRESS: at 14.93% examples, 254297 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:14,980 : INFO : EPOCH 14 - PROGRESS: at 15.24% examples, 254163 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:15,998 : INFO : EPOCH 14 - PROGRESS: at 15.57% examples, 254347 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:17,016 : INFO : EPOCH 14 - PROGRESS: at 15.85% examples, 254407 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:18,023 : INFO : EPOCH 14 - PROGRESS: at 16.08% examples, 254373 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:19,037 : INFO : EPOCH 14 - PROGRESS: at 16.33% examples, 254432 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:20,048 : INFO : EPOCH 14 - PROGRESS: at 16.68% examples, 254520 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:21,074 : INFO : EPOCH 14 - PROGRESS: at 16.88% examples, 254510 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:22,086 : INFO : EPOCH 14 - PROGRESS: at 17.19% examples, 254668 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:23,110 : INFO : EPOCH 14 - PROGRESS: at 17.44% examples, 254553 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:24,125 : INFO : EPOCH 14 - PROGRESS: at 17.76% examples, 254722 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:25,151 : INFO : EPOCH 14 - PROGRESS: at 18.08% examples, 254675 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:26,177 : INFO : EPOCH 14 - PROGRESS: at 18.35% examples, 254655 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:27,226 : INFO : EPOCH 14 - PROGRESS: at 18.66% examples, 254664 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:28,235 : INFO : EPOCH 14 - PROGRESS: at 18.98% examples, 254777 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:29,263 : INFO : EPOCH 14 - PROGRESS: at 19.12% examples, 255067 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:30,272 : INFO : EPOCH 14 - PROGRESS: at 19.27% examples, 255379 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:31,331 : INFO : EPOCH 14 - PROGRESS: at 19.52% examples, 255489 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:32,339 : INFO : EPOCH 14 - PROGRESS: at 19.78% examples, 255471 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:33,340 : INFO : EPOCH 14 - PROGRESS: at 20.06% examples, 255605 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:34,385 : INFO : EPOCH 14 - PROGRESS: at 20.34% examples, 255526 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:35,395 : INFO : EPOCH 14 - PROGRESS: at 20.70% examples, 255576 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:36,403 : INFO : EPOCH 14 - PROGRESS: at 21.06% examples, 255618 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:37,462 : INFO : EPOCH 14 - PROGRESS: at 21.40% examples, 255545 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:38,479 : INFO : EPOCH 14 - PROGRESS: at 21.65% examples, 255642 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:39,535 : INFO : EPOCH 14 - PROGRESS: at 21.95% examples, 255521 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:40,577 : INFO : EPOCH 14 - PROGRESS: at 22.37% examples, 255583 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:41,597 : INFO : EPOCH 14 - PROGRESS: at 22.78% examples, 255548 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:42,627 : INFO : EPOCH 14 - PROGRESS: at 23.12% examples, 255610 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:43,654 : INFO : EPOCH 14 - PROGRESS: at 23.46% examples, 255523 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:44,654 : INFO : EPOCH 14 - PROGRESS: at 23.78% examples, 255537 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:45,742 : INFO : EPOCH 14 - PROGRESS: at 24.14% examples, 255450 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:46,745 : INFO : EPOCH 14 - PROGRESS: at 24.46% examples, 255550 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:47,801 : INFO : EPOCH 14 - PROGRESS: at 24.83% examples, 255464 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:48,815 : INFO : EPOCH 14 - PROGRESS: at 25.16% examples, 255562 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:49,837 : INFO : EPOCH 14 - PROGRESS: at 25.53% examples, 255528 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:50,847 : INFO : EPOCH 14 - PROGRESS: at 25.84% examples, 255565 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:51,887 : INFO : EPOCH 14 - PROGRESS: at 26.24% examples, 255513 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:52,905 : INFO : EPOCH 14 - PROGRESS: at 26.57% examples, 255508 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:53,913 : INFO : EPOCH 14 - PROGRESS: at 26.94% examples, 255485 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:54,930 : INFO : EPOCH 14 - PROGRESS: at 27.17% examples, 255518 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:55,932 : INFO : EPOCH 14 - PROGRESS: at 27.50% examples, 255596 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:56,981 : INFO : EPOCH 14 - PROGRESS: at 27.77% examples, 255476 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:57,986 : INFO : EPOCH 14 - PROGRESS: at 28.14% examples, 255589 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:51:59,047 : INFO : EPOCH 14 - PROGRESS: at 28.40% examples, 255477 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:00,049 : INFO : EPOCH 14 - PROGRESS: at 28.75% examples, 255477 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:01,070 : INFO : EPOCH 14 - PROGRESS: at 29.14% examples, 255560 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:02,123 : INFO : EPOCH 14 - PROGRESS: at 29.49% examples, 255477 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:03,140 : INFO : EPOCH 14 - PROGRESS: at 29.83% examples, 255571 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:04,156 : INFO : EPOCH 14 - PROGRESS: at 30.13% examples, 255491 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:05,160 : INFO : EPOCH 14 - PROGRESS: at 30.55% examples, 255594 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:06,169 : INFO : EPOCH 14 - PROGRESS: at 30.93% examples, 255647 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:07,206 : INFO : EPOCH 14 - PROGRESS: at 31.35% examples, 255705 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:08,215 : INFO : EPOCH 14 - PROGRESS: at 31.59% examples, 255649 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:09,224 : INFO : EPOCH 14 - PROGRESS: at 31.96% examples, 255709 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:10,250 : INFO : EPOCH 14 - PROGRESS: at 32.27% examples, 255713 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:11,259 : INFO : EPOCH 14 - PROGRESS: at 32.63% examples, 255729 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:12,302 : INFO : EPOCH 14 - PROGRESS: at 32.96% examples, 255666 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:13,303 : INFO : EPOCH 14 - PROGRESS: at 33.27% examples, 255737 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:14,351 : INFO : EPOCH 14 - PROGRESS: at 33.68% examples, 255650 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:15,354 : INFO : EPOCH 14 - PROGRESS: at 34.05% examples, 255702 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:16,363 : INFO : EPOCH 14 - PROGRESS: at 34.36% examples, 255620 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:17,365 : INFO : EPOCH 14 - PROGRESS: at 34.69% examples, 255605 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:18,374 : INFO : EPOCH 14 - PROGRESS: at 35.08% examples, 255742 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:19,377 : INFO : EPOCH 14 - PROGRESS: at 35.45% examples, 255736 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:20,414 : INFO : EPOCH 14 - PROGRESS: at 35.78% examples, 255794 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:21,416 : INFO : EPOCH 14 - PROGRESS: at 36.10% examples, 255802 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:22,433 : INFO : EPOCH 14 - PROGRESS: at 36.46% examples, 255773 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:23,436 : INFO : EPOCH 14 - PROGRESS: at 36.84% examples, 255793 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:24,469 : INFO : EPOCH 14 - PROGRESS: at 37.23% examples, 255718 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:25,486 : INFO : EPOCH 14 - PROGRESS: at 37.59% examples, 255754 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:26,534 : INFO : EPOCH 14 - PROGRESS: at 37.95% examples, 255731 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:27,539 : INFO : EPOCH 14 - PROGRESS: at 38.36% examples, 255787 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:28,551 : INFO : EPOCH 14 - PROGRESS: at 38.74% examples, 255772 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:29,568 : INFO : EPOCH 14 - PROGRESS: at 39.11% examples, 255737 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:30,585 : INFO : EPOCH 14 - PROGRESS: at 39.48% examples, 255724 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:31,614 : INFO : EPOCH 14 - PROGRESS: at 39.84% examples, 255765 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:32,622 : INFO : EPOCH 14 - PROGRESS: at 40.16% examples, 255736 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:33,662 : INFO : EPOCH 14 - PROGRESS: at 40.53% examples, 255707 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:34,672 : INFO : EPOCH 14 - PROGRESS: at 40.90% examples, 255736 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:35,734 : INFO : EPOCH 14 - PROGRESS: at 41.32% examples, 255685 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:36,737 : INFO : EPOCH 14 - PROGRESS: at 41.69% examples, 255781 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:37,741 : INFO : EPOCH 14 - PROGRESS: at 42.04% examples, 255752 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:38,796 : INFO : EPOCH 14 - PROGRESS: at 42.40% examples, 255664 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:39,888 : INFO : EPOCH 14 - PROGRESS: at 42.75% examples, 255636 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:40,897 : INFO : EPOCH 14 - PROGRESS: at 43.09% examples, 255706 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:41,906 : INFO : EPOCH 14 - PROGRESS: at 43.35% examples, 255649 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:42,997 : INFO : EPOCH 14 - PROGRESS: at 43.68% examples, 255635 words/s, in_qsize 6, out_qsize 1
2020-08-16 10:52:44,089 : INFO : EPOCH 14 - PROGRESS: at 43.99% examples, 255634 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:45,155 : INFO : EPOCH 14 - PROGRESS: at 44.32% examples, 255662 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:46,156 : INFO : EPOCH 14 - PROGRESS: at 44.65% examples, 255660 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:47,170 : INFO : EPOCH 14 - PROGRESS: at 44.94% examples, 255668 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:48,183 : INFO : EPOCH 14 - PROGRESS: at 45.20% examples, 255741 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:49,187 : INFO : EPOCH 14 - PROGRESS: at 45.48% examples, 255750 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:50,208 : INFO : EPOCH 14 - PROGRESS: at 45.83% examples, 255761 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:51,241 : INFO : EPOCH 14 - PROGRESS: at 46.13% examples, 255719 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:52,302 : INFO : EPOCH 14 - PROGRESS: at 46.39% examples, 255746 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:53,380 : INFO : EPOCH 14 - PROGRESS: at 46.80% examples, 255731 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:54,433 : INFO : EPOCH 14 - PROGRESS: at 47.13% examples, 255750 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:55,452 : INFO : EPOCH 14 - PROGRESS: at 47.47% examples, 255785 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:56,471 : INFO : EPOCH 14 - PROGRESS: at 47.84% examples, 255778 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:57,472 : INFO : EPOCH 14 - PROGRESS: at 48.17% examples, 255803 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:58,493 : INFO : EPOCH 14 - PROGRESS: at 48.58% examples, 255801 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:52:59,545 : INFO : EPOCH 14 - PROGRESS: at 48.91% examples, 255802 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:00,562 : INFO : EPOCH 14 - PROGRESS: at 49.17% examples, 255814 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:01,628 : INFO : EPOCH 14 - PROGRESS: at 49.52% examples, 255768 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:02,636 : INFO : EPOCH 14 - PROGRESS: at 49.85% examples, 255847 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:03,649 : INFO : EPOCH 14 - PROGRESS: at 50.12% examples, 255823 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:04,684 : INFO : EPOCH 14 - PROGRESS: at 50.40% examples, 255784 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:05,715 : INFO : EPOCH 14 - PROGRESS: at 50.61% examples, 255830 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:06,719 : INFO : EPOCH 14 - PROGRESS: at 50.90% examples, 255821 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:07,740 : INFO : EPOCH 14 - PROGRESS: at 51.21% examples, 255872 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:08,762 : INFO : EPOCH 14 - PROGRESS: at 51.54% examples, 255833 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:09,776 : INFO : EPOCH 14 - PROGRESS: at 51.83% examples, 255840 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:10,791 : INFO : EPOCH 14 - PROGRESS: at 52.18% examples, 255854 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:11,792 : INFO : EPOCH 14 - PROGRESS: at 52.47% examples, 255850 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:12,796 : INFO : EPOCH 14 - PROGRESS: at 52.71% examples, 255844 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:13,842 : INFO : EPOCH 14 - PROGRESS: at 53.11% examples, 255876 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:14,847 : INFO : EPOCH 14 - PROGRESS: at 53.43% examples, 255858 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:15,879 : INFO : EPOCH 14 - PROGRESS: at 53.73% examples, 255880 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:16,907 : INFO : EPOCH 14 - PROGRESS: at 53.97% examples, 255860 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:17,912 : INFO : EPOCH 14 - PROGRESS: at 54.27% examples, 255885 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:18,943 : INFO : EPOCH 14 - PROGRESS: at 54.59% examples, 255837 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:19,973 : INFO : EPOCH 14 - PROGRESS: at 54.91% examples, 255879 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:21,006 : INFO : EPOCH 14 - PROGRESS: at 55.12% examples, 255880 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:22,008 : INFO : EPOCH 14 - PROGRESS: at 55.42% examples, 255862 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:23,060 : INFO : EPOCH 14 - PROGRESS: at 55.83% examples, 255850 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:24,092 : INFO : EPOCH 14 - PROGRESS: at 56.21% examples, 255879 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:25,103 : INFO : EPOCH 14 - PROGRESS: at 56.54% examples, 255873 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:26,115 : INFO : EPOCH 14 - PROGRESS: at 56.83% examples, 255890 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:27,116 : INFO : EPOCH 14 - PROGRESS: at 57.06% examples, 255894 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:28,162 : INFO : EPOCH 14 - PROGRESS: at 57.32% examples, 255887 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:29,193 : INFO : EPOCH 14 - PROGRESS: at 57.55% examples, 255915 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:30,223 : INFO : EPOCH 14 - PROGRESS: at 57.82% examples, 255899 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:31,224 : INFO : EPOCH 14 - PROGRESS: at 58.14% examples, 255915 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:32,281 : INFO : EPOCH 14 - PROGRESS: at 58.39% examples, 255903 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:33,289 : INFO : EPOCH 14 - PROGRESS: at 58.58% examples, 255922 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:34,327 : INFO : EPOCH 14 - PROGRESS: at 58.84% examples, 255920 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:35,346 : INFO : EPOCH 14 - PROGRESS: at 59.16% examples, 255922 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:36,365 : INFO : EPOCH 14 - PROGRESS: at 59.44% examples, 255915 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:37,423 : INFO : EPOCH 14 - PROGRESS: at 59.79% examples, 255912 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:38,462 : INFO : EPOCH 14 - PROGRESS: at 60.16% examples, 255904 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:39,478 : INFO : EPOCH 14 - PROGRESS: at 60.39% examples, 255880 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:40,490 : INFO : EPOCH 14 - PROGRESS: at 60.69% examples, 255833 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:41,504 : INFO : EPOCH 14 - PROGRESS: at 60.99% examples, 255777 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:42,514 : INFO : EPOCH 14 - PROGRESS: at 61.25% examples, 255716 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:43,518 : INFO : EPOCH 14 - PROGRESS: at 61.51% examples, 255482 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:44,564 : INFO : EPOCH 14 - PROGRESS: at 61.75% examples, 255287 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:45,618 : INFO : EPOCH 14 - PROGRESS: at 62.10% examples, 255239 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:46,628 : INFO : EPOCH 14 - PROGRESS: at 62.44% examples, 255291 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:47,639 : INFO : EPOCH 14 - PROGRESS: at 62.69% examples, 255311 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:48,660 : INFO : EPOCH 14 - PROGRESS: at 63.05% examples, 255290 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:49,662 : INFO : EPOCH 14 - PROGRESS: at 63.40% examples, 255316 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:50,704 : INFO : EPOCH 14 - PROGRESS: at 63.70% examples, 255298 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:51,710 : INFO : EPOCH 14 - PROGRESS: at 63.93% examples, 255287 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:52,710 : INFO : EPOCH 14 - PROGRESS: at 64.19% examples, 255322 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:53,713 : INFO : EPOCH 14 - PROGRESS: at 64.51% examples, 255334 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:54,717 : INFO : EPOCH 14 - PROGRESS: at 64.81% examples, 255320 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:55,738 : INFO : EPOCH 14 - PROGRESS: at 65.02% examples, 255305 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:56,751 : INFO : EPOCH 14 - PROGRESS: at 65.21% examples, 255309 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:57,759 : INFO : EPOCH 14 - PROGRESS: at 65.52% examples, 255294 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:58,761 : INFO : EPOCH 14 - PROGRESS: at 65.82% examples, 255306 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:53:59,768 : INFO : EPOCH 14 - PROGRESS: at 66.17% examples, 255327 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:00,772 : INFO : EPOCH 14 - PROGRESS: at 66.48% examples, 255319 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:01,778 : INFO : EPOCH 14 - PROGRESS: at 66.79% examples, 255342 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:02,783 : INFO : EPOCH 14 - PROGRESS: at 67.11% examples, 255330 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:03,786 : INFO : EPOCH 14 - PROGRESS: at 67.41% examples, 255343 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:04,802 : INFO : EPOCH 14 - PROGRESS: at 67.80% examples, 255348 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:05,814 : INFO : EPOCH 14 - PROGRESS: at 68.14% examples, 255322 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:06,818 : INFO : EPOCH 14 - PROGRESS: at 68.44% examples, 255329 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:07,831 : INFO : EPOCH 14 - PROGRESS: at 68.74% examples, 255345 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:08,849 : INFO : EPOCH 14 - PROGRESS: at 69.01% examples, 255321 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:09,876 : INFO : EPOCH 14 - PROGRESS: at 69.28% examples, 255343 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:10,953 : INFO : EPOCH 14 - PROGRESS: at 69.64% examples, 255325 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:12,022 : INFO : EPOCH 14 - PROGRESS: at 69.90% examples, 255321 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:13,084 : INFO : EPOCH 14 - PROGRESS: at 70.16% examples, 255343 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:14,085 : INFO : EPOCH 14 - PROGRESS: at 70.44% examples, 255328 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:15,090 : INFO : EPOCH 14 - PROGRESS: at 70.78% examples, 255364 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:16,119 : INFO : EPOCH 14 - PROGRESS: at 71.02% examples, 255347 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:17,124 : INFO : EPOCH 14 - PROGRESS: at 71.27% examples, 255337 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:18,149 : INFO : EPOCH 14 - PROGRESS: at 71.51% examples, 255373 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:19,149 : INFO : EPOCH 14 - PROGRESS: at 71.89% examples, 255359 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:20,183 : INFO : EPOCH 14 - PROGRESS: at 72.24% examples, 255375 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:21,190 : INFO : EPOCH 14 - PROGRESS: at 72.52% examples, 255400 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:22,221 : INFO : EPOCH 14 - PROGRESS: at 72.74% examples, 255400 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:23,243 : INFO : EPOCH 14 - PROGRESS: at 72.96% examples, 255420 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:24,320 : INFO : EPOCH 14 - PROGRESS: at 73.25% examples, 255396 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:25,344 : INFO : EPOCH 14 - PROGRESS: at 73.64% examples, 255430 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:26,366 : INFO : EPOCH 14 - PROGRESS: at 73.91% examples, 255415 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:27,371 : INFO : EPOCH 14 - PROGRESS: at 74.19% examples, 255426 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:28,403 : INFO : EPOCH 14 - PROGRESS: at 74.46% examples, 255401 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:29,484 : INFO : EPOCH 14 - PROGRESS: at 74.72% examples, 255392 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:30,513 : INFO : EPOCH 14 - PROGRESS: at 75.05% examples, 255411 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:31,522 : INFO : EPOCH 14 - PROGRESS: at 75.31% examples, 255396 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:32,604 : INFO : EPOCH 14 - PROGRESS: at 75.62% examples, 255406 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:33,615 : INFO : EPOCH 14 - PROGRESS: at 75.90% examples, 255455 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:34,678 : INFO : EPOCH 14 - PROGRESS: at 76.22% examples, 255432 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:35,691 : INFO : EPOCH 14 - PROGRESS: at 76.59% examples, 255436 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:36,691 : INFO : EPOCH 14 - PROGRESS: at 76.96% examples, 255447 words/s, in_qsize 6, out_qsize 1
2020-08-16 10:54:37,735 : INFO : EPOCH 14 - PROGRESS: at 77.22% examples, 255438 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:38,797 : INFO : EPOCH 14 - PROGRESS: at 77.59% examples, 255438 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:39,802 : INFO : EPOCH 14 - PROGRESS: at 77.90% examples, 255436 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:40,819 : INFO : EPOCH 14 - PROGRESS: at 78.17% examples, 255451 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:41,843 : INFO : EPOCH 14 - PROGRESS: at 78.50% examples, 255458 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:42,855 : INFO : EPOCH 14 - PROGRESS: at 78.84% examples, 255466 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:43,881 : INFO : EPOCH 14 - PROGRESS: at 79.15% examples, 255449 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:44,887 : INFO : EPOCH 14 - PROGRESS: at 79.36% examples, 255458 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:45,905 : INFO : EPOCH 14 - PROGRESS: at 79.43% examples, 255456 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:46,916 : INFO : EPOCH 14 - PROGRESS: at 79.51% examples, 255518 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:47,937 : INFO : EPOCH 14 - PROGRESS: at 79.79% examples, 255519 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:48,968 : INFO : EPOCH 14 - PROGRESS: at 80.11% examples, 255521 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:50,015 : INFO : EPOCH 14 - PROGRESS: at 80.47% examples, 255528 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:51,029 : INFO : EPOCH 14 - PROGRESS: at 80.76% examples, 255542 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:52,061 : INFO : EPOCH 14 - PROGRESS: at 81.08% examples, 255526 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:53,109 : INFO : EPOCH 14 - PROGRESS: at 81.37% examples, 255538 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:54,147 : INFO : EPOCH 14 - PROGRESS: at 81.67% examples, 255548 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:55,180 : INFO : EPOCH 14 - PROGRESS: at 81.96% examples, 255553 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:56,196 : INFO : EPOCH 14 - PROGRESS: at 82.27% examples, 255543 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:57,201 : INFO : EPOCH 14 - PROGRESS: at 82.65% examples, 255563 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:58,232 : INFO : EPOCH 14 - PROGRESS: at 83.01% examples, 255554 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:54:59,236 : INFO : EPOCH 14 - PROGRESS: at 83.35% examples, 255568 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:00,277 : INFO : EPOCH 14 - PROGRESS: at 83.61% examples, 255538 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:01,312 : INFO : EPOCH 14 - PROGRESS: at 83.90% examples, 255547 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:02,322 : INFO : EPOCH 14 - PROGRESS: at 84.10% examples, 255597 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:03,337 : INFO : EPOCH 14 - PROGRESS: at 84.39% examples, 255558 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:04,348 : INFO : EPOCH 14 - PROGRESS: at 84.73% examples, 255574 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:05,382 : INFO : EPOCH 14 - PROGRESS: at 85.09% examples, 255571 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:06,422 : INFO : EPOCH 14 - PROGRESS: at 85.47% examples, 255562 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:07,438 : INFO : EPOCH 14 - PROGRESS: at 85.79% examples, 255583 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:08,481 : INFO : EPOCH 14 - PROGRESS: at 86.09% examples, 255575 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:09,527 : INFO : EPOCH 14 - PROGRESS: at 86.38% examples, 255561 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:10,566 : INFO : EPOCH 14 - PROGRESS: at 86.70% examples, 255564 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:11,571 : INFO : EPOCH 14 - PROGRESS: at 87.01% examples, 255567 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:12,581 : INFO : EPOCH 14 - PROGRESS: at 87.21% examples, 255559 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:13,609 : INFO : EPOCH 14 - PROGRESS: at 87.55% examples, 255548 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:14,615 : INFO : EPOCH 14 - PROGRESS: at 87.88% examples, 255566 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:15,623 : INFO : EPOCH 14 - PROGRESS: at 88.22% examples, 255571 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:16,623 : INFO : EPOCH 14 - PROGRESS: at 88.51% examples, 255569 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:17,639 : INFO : EPOCH 14 - PROGRESS: at 88.86% examples, 255575 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:18,663 : INFO : EPOCH 14 - PROGRESS: at 89.14% examples, 255568 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:19,678 : INFO : EPOCH 14 - PROGRESS: at 89.46% examples, 255586 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:20,727 : INFO : EPOCH 14 - PROGRESS: at 89.77% examples, 255553 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:21,730 : INFO : EPOCH 14 - PROGRESS: at 90.09% examples, 255577 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:22,747 : INFO : EPOCH 14 - PROGRESS: at 90.38% examples, 255581 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:23,758 : INFO : EPOCH 14 - PROGRESS: at 90.67% examples, 255584 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:24,775 : INFO : EPOCH 14 - PROGRESS: at 91.00% examples, 255581 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:25,805 : INFO : EPOCH 14 - PROGRESS: at 91.34% examples, 255563 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:26,812 : INFO : EPOCH 14 - PROGRESS: at 91.43% examples, 255588 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:27,840 : INFO : EPOCH 14 - PROGRESS: at 91.73% examples, 255572 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:28,847 : INFO : EPOCH 14 - PROGRESS: at 92.09% examples, 255564 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:29,898 : INFO : EPOCH 14 - PROGRESS: at 92.42% examples, 255567 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:30,908 : INFO : EPOCH 14 - PROGRESS: at 92.68% examples, 255559 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:31,931 : INFO : EPOCH 14 - PROGRESS: at 92.95% examples, 255572 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:32,937 : INFO : EPOCH 14 - PROGRESS: at 93.22% examples, 255586 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:33,938 : INFO : EPOCH 14 - PROGRESS: at 93.52% examples, 255583 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:34,939 : INFO : EPOCH 14 - PROGRESS: at 93.84% examples, 255577 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:35,949 : INFO : EPOCH 14 - PROGRESS: at 94.15% examples, 255568 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:36,980 : INFO : EPOCH 14 - PROGRESS: at 94.50% examples, 255576 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:38,013 : INFO : EPOCH 14 - PROGRESS: at 94.78% examples, 255580 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:39,063 : INFO : EPOCH 14 - PROGRESS: at 95.04% examples, 255561 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:40,076 : INFO : EPOCH 14 - PROGRESS: at 95.25% examples, 255584 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:41,096 : INFO : EPOCH 14 - PROGRESS: at 95.57% examples, 255597 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:42,098 : INFO : EPOCH 14 - PROGRESS: at 95.86% examples, 255589 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:43,122 : INFO : EPOCH 14 - PROGRESS: at 96.22% examples, 255586 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:44,158 : INFO : EPOCH 14 - PROGRESS: at 96.46% examples, 255575 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:45,189 : INFO : EPOCH 14 - PROGRESS: at 96.68% examples, 255593 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:46,199 : INFO : EPOCH 14 - PROGRESS: at 97.02% examples, 255606 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:47,262 : INFO : EPOCH 14 - PROGRESS: at 97.26% examples, 255592 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:48,289 : INFO : EPOCH 14 - PROGRESS: at 97.50% examples, 255632 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:49,319 : INFO : EPOCH 14 - PROGRESS: at 97.64% examples, 255606 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:50,371 : INFO : EPOCH 14 - PROGRESS: at 97.76% examples, 255627 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:51,411 : INFO : EPOCH 14 - PROGRESS: at 98.03% examples, 255636 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:52,434 : INFO : EPOCH 14 - PROGRESS: at 98.38% examples, 255639 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:53,462 : INFO : EPOCH 14 - PROGRESS: at 98.76% examples, 255634 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:54,467 : INFO : EPOCH 14 - PROGRESS: at 99.08% examples, 255637 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:55,535 : INFO : EPOCH 14 - PROGRESS: at 99.45% examples, 255627 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:56,572 : INFO : EPOCH 14 - PROGRESS: at 99.81% examples, 255628 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:57,004 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 10:55:57,016 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 10:55:57,023 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 10:55:57,036 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 10:55:57,037 : INFO : EPOCH - 14 : training on 120798425 raw words (86544497 effective words) took 338.5s, 255660 effective words/s
2020-08-16 10:55:58,118 : INFO : EPOCH 15 - PROGRESS: at 0.25% examples, 234214 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:55:59,179 : INFO : EPOCH 15 - PROGRESS: at 0.45% examples, 246946 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:00,217 : INFO : EPOCH 15 - PROGRESS: at 0.67% examples, 249975 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:01,234 : INFO : EPOCH 15 - PROGRESS: at 0.89% examples, 254144 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:02,262 : INFO : EPOCH 15 - PROGRESS: at 1.27% examples, 252706 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:03,262 : INFO : EPOCH 15 - PROGRESS: at 1.53% examples, 253858 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:04,308 : INFO : EPOCH 15 - PROGRESS: at 1.87% examples, 254060 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:05,308 : INFO : EPOCH 15 - PROGRESS: at 2.20% examples, 254850 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:06,311 : INFO : EPOCH 15 - PROGRESS: at 2.45% examples, 254574 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:07,315 : INFO : EPOCH 15 - PROGRESS: at 2.71% examples, 255197 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:08,327 : INFO : EPOCH 15 - PROGRESS: at 3.02% examples, 254470 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:09,327 : INFO : EPOCH 15 - PROGRESS: at 3.32% examples, 255285 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:10,367 : INFO : EPOCH 15 - PROGRESS: at 3.69% examples, 255032 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:11,404 : INFO : EPOCH 15 - PROGRESS: at 4.09% examples, 255112 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:12,431 : INFO : EPOCH 15 - PROGRESS: at 4.49% examples, 255234 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:13,460 : INFO : EPOCH 15 - PROGRESS: at 4.88% examples, 255123 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:14,517 : INFO : EPOCH 15 - PROGRESS: at 5.13% examples, 255283 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:15,524 : INFO : EPOCH 15 - PROGRESS: at 5.39% examples, 255894 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:16,572 : INFO : EPOCH 15 - PROGRESS: at 5.75% examples, 255173 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:17,576 : INFO : EPOCH 15 - PROGRESS: at 6.00% examples, 255749 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:18,614 : INFO : EPOCH 15 - PROGRESS: at 6.23% examples, 255483 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:19,623 : INFO : EPOCH 15 - PROGRESS: at 6.50% examples, 255891 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:20,664 : INFO : EPOCH 15 - PROGRESS: at 6.77% examples, 255869 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:21,698 : INFO : EPOCH 15 - PROGRESS: at 7.13% examples, 255970 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:22,715 : INFO : EPOCH 15 - PROGRESS: at 7.44% examples, 255851 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:23,765 : INFO : EPOCH 15 - PROGRESS: at 7.78% examples, 255769 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:24,797 : INFO : EPOCH 15 - PROGRESS: at 8.05% examples, 255936 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:25,861 : INFO : EPOCH 15 - PROGRESS: at 8.28% examples, 255898 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:26,941 : INFO : EPOCH 15 - PROGRESS: at 8.55% examples, 255865 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:28,017 : INFO : EPOCH 15 - PROGRESS: at 8.81% examples, 255833 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:29,085 : INFO : EPOCH 15 - PROGRESS: at 9.10% examples, 256030 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:30,088 : INFO : EPOCH 15 - PROGRESS: at 9.48% examples, 256210 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:31,131 : INFO : EPOCH 15 - PROGRESS: at 9.74% examples, 256021 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:32,136 : INFO : EPOCH 15 - PROGRESS: at 9.98% examples, 256026 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:33,159 : INFO : EPOCH 15 - PROGRESS: at 10.20% examples, 256234 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:34,189 : INFO : EPOCH 15 - PROGRESS: at 10.42% examples, 256198 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:35,264 : INFO : EPOCH 15 - PROGRESS: at 10.63% examples, 256141 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:36,345 : INFO : EPOCH 15 - PROGRESS: at 10.89% examples, 256173 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:37,362 : INFO : EPOCH 15 - PROGRESS: at 11.09% examples, 256346 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:38,414 : INFO : EPOCH 15 - PROGRESS: at 11.33% examples, 256313 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:39,422 : INFO : EPOCH 15 - PROGRESS: at 11.54% examples, 256499 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:40,466 : INFO : EPOCH 15 - PROGRESS: at 11.75% examples, 256465 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:41,480 : INFO : EPOCH 15 - PROGRESS: at 11.96% examples, 256562 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:42,498 : INFO : EPOCH 15 - PROGRESS: at 12.20% examples, 256736 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:43,503 : INFO : EPOCH 15 - PROGRESS: at 12.47% examples, 256703 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:44,534 : INFO : EPOCH 15 - PROGRESS: at 12.82% examples, 256697 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:45,549 : INFO : EPOCH 15 - PROGRESS: at 13.10% examples, 256547 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:46,627 : INFO : EPOCH 15 - PROGRESS: at 13.39% examples, 256442 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:47,632 : INFO : EPOCH 15 - PROGRESS: at 13.68% examples, 256636 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:48,642 : INFO : EPOCH 15 - PROGRESS: at 14.02% examples, 256663 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:49,707 : INFO : EPOCH 15 - PROGRESS: at 14.26% examples, 256389 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:50,772 : INFO : EPOCH 15 - PROGRESS: at 14.55% examples, 256401 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:51,785 : INFO : EPOCH 15 - PROGRESS: at 14.88% examples, 256603 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:52,794 : INFO : EPOCH 15 - PROGRESS: at 15.18% examples, 256408 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:53,799 : INFO : EPOCH 15 - PROGRESS: at 15.52% examples, 256604 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:54,804 : INFO : EPOCH 15 - PROGRESS: at 15.80% examples, 256538 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:55,840 : INFO : EPOCH 15 - PROGRESS: at 16.03% examples, 256482 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:56,845 : INFO : EPOCH 15 - PROGRESS: at 16.26% examples, 256481 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:57,847 : INFO : EPOCH 15 - PROGRESS: at 16.60% examples, 256496 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:58,872 : INFO : EPOCH 15 - PROGRESS: at 16.83% examples, 256383 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:56:59,893 : INFO : EPOCH 15 - PROGRESS: at 17.06% examples, 256255 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:00,920 : INFO : EPOCH 15 - PROGRESS: at 17.32% examples, 256060 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:01,934 : INFO : EPOCH 15 - PROGRESS: at 17.65% examples, 256006 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:02,973 : INFO : EPOCH 15 - PROGRESS: at 17.94% examples, 255429 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:04,009 : INFO : EPOCH 15 - PROGRESS: at 18.18% examples, 254743 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:05,046 : INFO : EPOCH 15 - PROGRESS: at 18.44% examples, 254372 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:06,061 : INFO : EPOCH 15 - PROGRESS: at 18.74% examples, 254413 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:07,069 : INFO : EPOCH 15 - PROGRESS: at 19.01% examples, 254491 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:08,078 : INFO : EPOCH 15 - PROGRESS: at 19.16% examples, 254972 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:09,123 : INFO : EPOCH 15 - PROGRESS: at 19.30% examples, 255147 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:10,155 : INFO : EPOCH 15 - PROGRESS: at 19.57% examples, 255215 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:11,172 : INFO : EPOCH 15 - PROGRESS: at 19.83% examples, 255148 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:12,174 : INFO : EPOCH 15 - PROGRESS: at 20.14% examples, 255341 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:13,186 : INFO : EPOCH 15 - PROGRESS: at 20.40% examples, 255278 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:14,206 : INFO : EPOCH 15 - PROGRESS: at 20.78% examples, 255238 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:15,217 : INFO : EPOCH 15 - PROGRESS: at 21.12% examples, 255251 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:16,306 : INFO : EPOCH 15 - PROGRESS: at 21.45% examples, 255192 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:17,371 : INFO : EPOCH 15 - PROGRESS: at 21.70% examples, 255220 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:18,374 : INFO : EPOCH 15 - PROGRESS: at 22.04% examples, 255281 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:19,392 : INFO : EPOCH 15 - PROGRESS: at 22.47% examples, 255331 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:20,418 : INFO : EPOCH 15 - PROGRESS: at 22.85% examples, 255276 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:21,428 : INFO : EPOCH 15 - PROGRESS: at 23.19% examples, 255320 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:22,505 : INFO : EPOCH 15 - PROGRESS: at 23.51% examples, 255177 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:23,518 : INFO : EPOCH 15 - PROGRESS: at 23.88% examples, 255327 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:24,554 : INFO : EPOCH 15 - PROGRESS: at 24.21% examples, 255218 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:25,561 : INFO : EPOCH 15 - PROGRESS: at 24.53% examples, 255256 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:26,614 : INFO : EPOCH 15 - PROGRESS: at 24.91% examples, 255242 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:27,621 : INFO : EPOCH 15 - PROGRESS: at 25.24% examples, 255296 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:28,636 : INFO : EPOCH 15 - PROGRESS: at 25.59% examples, 255275 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:29,659 : INFO : EPOCH 15 - PROGRESS: at 25.91% examples, 255252 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:30,707 : INFO : EPOCH 15 - PROGRESS: at 26.32% examples, 255288 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:31,732 : INFO : EPOCH 15 - PROGRESS: at 26.64% examples, 255259 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:32,737 : INFO : EPOCH 15 - PROGRESS: at 27.02% examples, 255323 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:33,737 : INFO : EPOCH 15 - PROGRESS: at 27.25% examples, 255325 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:34,764 : INFO : EPOCH 15 - PROGRESS: at 27.54% examples, 255340 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:35,797 : INFO : EPOCH 15 - PROGRESS: at 27.87% examples, 255272 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:36,872 : INFO : EPOCH 15 - PROGRESS: at 28.20% examples, 255260 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:37,872 : INFO : EPOCH 15 - PROGRESS: at 28.51% examples, 255378 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:38,920 : INFO : EPOCH 15 - PROGRESS: at 28.87% examples, 255335 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:39,949 : INFO : EPOCH 15 - PROGRESS: at 29.23% examples, 255331 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:40,961 : INFO : EPOCH 15 - PROGRESS: at 29.59% examples, 255405 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:41,999 : INFO : EPOCH 15 - PROGRESS: at 29.91% examples, 255343 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:43,034 : INFO : EPOCH 15 - PROGRESS: at 30.25% examples, 255346 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:44,044 : INFO : EPOCH 15 - PROGRESS: at 30.62% examples, 255403 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:45,050 : INFO : EPOCH 15 - PROGRESS: at 31.03% examples, 255549 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:46,069 : INFO : EPOCH 15 - PROGRESS: at 31.42% examples, 255479 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:47,071 : INFO : EPOCH 15 - PROGRESS: at 31.70% examples, 255574 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:48,080 : INFO : EPOCH 15 - PROGRESS: at 32.04% examples, 255562 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:49,126 : INFO : EPOCH 15 - PROGRESS: at 32.34% examples, 255508 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:50,130 : INFO : EPOCH 15 - PROGRESS: at 32.74% examples, 255532 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:51,168 : INFO : EPOCH 15 - PROGRESS: at 33.04% examples, 255494 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:52,172 : INFO : EPOCH 15 - PROGRESS: at 33.38% examples, 255498 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:53,178 : INFO : EPOCH 15 - PROGRESS: at 33.79% examples, 255556 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:54,178 : INFO : EPOCH 15 - PROGRESS: at 34.09% examples, 255478 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:55,186 : INFO : EPOCH 15 - PROGRESS: at 34.45% examples, 255487 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:56,191 : INFO : EPOCH 15 - PROGRESS: at 34.81% examples, 255572 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:57,233 : INFO : EPOCH 15 - PROGRESS: at 35.17% examples, 255519 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:58,278 : INFO : EPOCH 15 - PROGRESS: at 35.58% examples, 255609 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:57:59,329 : INFO : EPOCH 15 - PROGRESS: at 35.88% examples, 255637 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:00,339 : INFO : EPOCH 15 - PROGRESS: at 36.21% examples, 255672 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:01,357 : INFO : EPOCH 15 - PROGRESS: at 36.59% examples, 255674 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:02,406 : INFO : EPOCH 15 - PROGRESS: at 36.96% examples, 255585 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:03,406 : INFO : EPOCH 15 - PROGRESS: at 37.35% examples, 255640 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:04,461 : INFO : EPOCH 15 - PROGRESS: at 37.73% examples, 255588 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:05,470 : INFO : EPOCH 15 - PROGRESS: at 38.10% examples, 255636 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:06,535 : INFO : EPOCH 15 - PROGRESS: at 38.50% examples, 255578 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:07,548 : INFO : EPOCH 15 - PROGRESS: at 38.89% examples, 255608 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:08,571 : INFO : EPOCH 15 - PROGRESS: at 39.28% examples, 255633 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:09,587 : INFO : EPOCH 15 - PROGRESS: at 39.62% examples, 255600 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:10,602 : INFO : EPOCH 15 - PROGRESS: at 39.98% examples, 255648 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:11,619 : INFO : EPOCH 15 - PROGRESS: at 40.30% examples, 255593 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:12,668 : INFO : EPOCH 15 - PROGRESS: at 40.68% examples, 255592 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:13,691 : INFO : EPOCH 15 - PROGRESS: at 41.09% examples, 255619 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:14,752 : INFO : EPOCH 15 - PROGRESS: at 41.46% examples, 255561 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:15,754 : INFO : EPOCH 15 - PROGRESS: at 41.83% examples, 255615 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:16,768 : INFO : EPOCH 15 - PROGRESS: at 42.18% examples, 255623 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:17,809 : INFO : EPOCH 15 - PROGRESS: at 42.56% examples, 255544 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:18,889 : INFO : EPOCH 15 - PROGRESS: at 42.90% examples, 255527 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:19,952 : INFO : EPOCH 15 - PROGRESS: at 43.20% examples, 255528 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:20,954 : INFO : EPOCH 15 - PROGRESS: at 43.51% examples, 255624 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:22,021 : INFO : EPOCH 15 - PROGRESS: at 43.80% examples, 255502 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:23,103 : INFO : EPOCH 15 - PROGRESS: at 44.12% examples, 255524 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:24,157 : INFO : EPOCH 15 - PROGRESS: at 44.46% examples, 255564 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:25,171 : INFO : EPOCH 15 - PROGRESS: at 44.81% examples, 255543 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:26,189 : INFO : EPOCH 15 - PROGRESS: at 45.05% examples, 255558 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:27,207 : INFO : EPOCH 15 - PROGRESS: at 45.32% examples, 255631 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:28,242 : INFO : EPOCH 15 - PROGRESS: at 45.67% examples, 255602 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:29,246 : INFO : EPOCH 15 - PROGRESS: at 45.99% examples, 255664 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:30,308 : INFO : EPOCH 15 - PROGRESS: at 46.24% examples, 255608 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:31,318 : INFO : EPOCH 15 - PROGRESS: at 46.56% examples, 255663 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:32,325 : INFO : EPOCH 15 - PROGRESS: at 46.91% examples, 255648 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:33,343 : INFO : EPOCH 15 - PROGRESS: at 47.21% examples, 255668 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:34,394 : INFO : EPOCH 15 - PROGRESS: at 47.60% examples, 255620 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:35,395 : INFO : EPOCH 15 - PROGRESS: at 47.93% examples, 255677 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:36,397 : INFO : EPOCH 15 - PROGRESS: at 48.32% examples, 255707 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:37,426 : INFO : EPOCH 15 - PROGRESS: at 48.67% examples, 255644 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:38,438 : INFO : EPOCH 15 - PROGRESS: at 49.00% examples, 255712 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:39,481 : INFO : EPOCH 15 - PROGRESS: at 49.27% examples, 255659 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:40,533 : INFO : EPOCH 15 - PROGRESS: at 49.61% examples, 255673 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:41,576 : INFO : EPOCH 15 - PROGRESS: at 49.95% examples, 255699 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:42,613 : INFO : EPOCH 15 - PROGRESS: at 50.23% examples, 255681 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:43,622 : INFO : EPOCH 15 - PROGRESS: at 50.50% examples, 255713 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:44,626 : INFO : EPOCH 15 - PROGRESS: at 50.69% examples, 255723 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:45,649 : INFO : EPOCH 15 - PROGRESS: at 50.97% examples, 255710 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:46,692 : INFO : EPOCH 15 - PROGRESS: at 51.31% examples, 255721 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:47,726 : INFO : EPOCH 15 - PROGRESS: at 51.65% examples, 255739 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:48,732 : INFO : EPOCH 15 - PROGRESS: at 51.95% examples, 255741 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:49,778 : INFO : EPOCH 15 - PROGRESS: at 52.31% examples, 255723 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:50,779 : INFO : EPOCH 15 - PROGRESS: at 52.53% examples, 255733 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:51,800 : INFO : EPOCH 15 - PROGRESS: at 52.88% examples, 255764 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:52,812 : INFO : EPOCH 15 - PROGRESS: at 53.25% examples, 255763 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:53,824 : INFO : EPOCH 15 - PROGRESS: at 53.59% examples, 255777 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:54,852 : INFO : EPOCH 15 - PROGRESS: at 53.80% examples, 255742 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:55,867 : INFO : EPOCH 15 - PROGRESS: at 54.13% examples, 255804 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:56,878 : INFO : EPOCH 15 - PROGRESS: at 54.37% examples, 255788 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:57,924 : INFO : EPOCH 15 - PROGRESS: at 54.69% examples, 255776 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:58,956 : INFO : EPOCH 15 - PROGRESS: at 55.00% examples, 255758 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:58:59,959 : INFO : EPOCH 15 - PROGRESS: at 55.22% examples, 255837 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:01,004 : INFO : EPOCH 15 - PROGRESS: at 55.53% examples, 255766 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:02,028 : INFO : EPOCH 15 - PROGRESS: at 55.97% examples, 255786 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:03,052 : INFO : EPOCH 15 - PROGRESS: at 56.33% examples, 255780 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:04,064 : INFO : EPOCH 15 - PROGRESS: at 56.62% examples, 255819 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:05,096 : INFO : EPOCH 15 - PROGRESS: at 56.91% examples, 255808 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:06,123 : INFO : EPOCH 15 - PROGRESS: at 57.18% examples, 255790 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:07,135 : INFO : EPOCH 15 - PROGRESS: at 57.38% examples, 255830 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:08,148 : INFO : EPOCH 15 - PROGRESS: at 57.66% examples, 255813 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:09,176 : INFO : EPOCH 15 - PROGRESS: at 57.93% examples, 255844 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:10,222 : INFO : EPOCH 15 - PROGRESS: at 58.25% examples, 255807 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:11,231 : INFO : EPOCH 15 - PROGRESS: at 58.46% examples, 255845 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:12,241 : INFO : EPOCH 15 - PROGRESS: at 58.65% examples, 255838 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:13,250 : INFO : EPOCH 15 - PROGRESS: at 58.92% examples, 255849 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:14,286 : INFO : EPOCH 15 - PROGRESS: at 59.29% examples, 255836 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:15,290 : INFO : EPOCH 15 - PROGRESS: at 59.56% examples, 255850 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:16,325 : INFO : EPOCH 15 - PROGRESS: at 59.91% examples, 255830 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:17,415 : INFO : EPOCH 15 - PROGRESS: at 60.27% examples, 255812 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:18,472 : INFO : EPOCH 15 - PROGRESS: at 60.52% examples, 255837 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:19,491 : INFO : EPOCH 15 - PROGRESS: at 60.83% examples, 255828 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:20,504 : INFO : EPOCH 15 - PROGRESS: at 61.13% examples, 255867 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:21,543 : INFO : EPOCH 15 - PROGRESS: at 61.45% examples, 255838 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:22,546 : INFO : EPOCH 15 - PROGRESS: at 61.73% examples, 255862 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:23,551 : INFO : EPOCH 15 - PROGRESS: at 62.07% examples, 255868 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:24,585 : INFO : EPOCH 15 - PROGRESS: at 62.42% examples, 255891 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:25,604 : INFO : EPOCH 15 - PROGRESS: at 62.66% examples, 255896 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:26,630 : INFO : EPOCH 15 - PROGRESS: at 63.03% examples, 255899 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:27,647 : INFO : EPOCH 15 - PROGRESS: at 63.39% examples, 255903 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:28,651 : INFO : EPOCH 15 - PROGRESS: at 63.68% examples, 255888 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:29,681 : INFO : EPOCH 15 - PROGRESS: at 63.93% examples, 255913 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:30,709 : INFO : EPOCH 15 - PROGRESS: at 64.17% examples, 255879 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:31,717 : INFO : EPOCH 15 - PROGRESS: at 64.50% examples, 255883 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:32,720 : INFO : EPOCH 15 - PROGRESS: at 64.80% examples, 255899 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:33,739 : INFO : EPOCH 15 - PROGRESS: at 65.02% examples, 255878 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:34,745 : INFO : EPOCH 15 - PROGRESS: at 65.20% examples, 255895 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:35,782 : INFO : EPOCH 15 - PROGRESS: at 65.52% examples, 255874 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:36,785 : INFO : EPOCH 15 - PROGRESS: at 65.82% examples, 255882 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:37,799 : INFO : EPOCH 15 - PROGRESS: at 66.17% examples, 255894 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:38,802 : INFO : EPOCH 15 - PROGRESS: at 66.48% examples, 255885 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:39,804 : INFO : EPOCH 15 - PROGRESS: at 66.79% examples, 255909 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:40,818 : INFO : EPOCH 15 - PROGRESS: at 67.11% examples, 255916 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:41,866 : INFO : EPOCH 15 - PROGRESS: at 67.43% examples, 255879 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:42,876 : INFO : EPOCH 15 - PROGRESS: at 67.80% examples, 255885 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:43,878 : INFO : EPOCH 15 - PROGRESS: at 68.15% examples, 255898 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:44,878 : INFO : EPOCH 15 - PROGRESS: at 68.45% examples, 255894 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:45,898 : INFO : EPOCH 15 - PROGRESS: at 68.75% examples, 255880 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:46,927 : INFO : EPOCH 15 - PROGRESS: at 69.03% examples, 255905 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:47,992 : INFO : EPOCH 15 - PROGRESS: at 69.30% examples, 255876 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:49,000 : INFO : EPOCH 15 - PROGRESS: at 69.67% examples, 255936 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:50,040 : INFO : EPOCH 15 - PROGRESS: at 69.90% examples, 255876 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:51,103 : INFO : EPOCH 15 - PROGRESS: at 70.16% examples, 255889 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:52,107 : INFO : EPOCH 15 - PROGRESS: at 70.46% examples, 255926 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:53,175 : INFO : EPOCH 15 - PROGRESS: at 70.79% examples, 255884 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:54,196 : INFO : EPOCH 15 - PROGRESS: at 71.03% examples, 255911 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:55,241 : INFO : EPOCH 15 - PROGRESS: at 71.29% examples, 255889 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:56,254 : INFO : EPOCH 15 - PROGRESS: at 71.55% examples, 255926 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:57,257 : INFO : EPOCH 15 - PROGRESS: at 71.94% examples, 255910 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:58,278 : INFO : EPOCH 15 - PROGRESS: at 72.26% examples, 255921 words/s, in_qsize 7, out_qsize 0
2020-08-16 10:59:59,282 : INFO : EPOCH 15 - PROGRESS: at 72.53% examples, 255935 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:00,338 : INFO : EPOCH 15 - PROGRESS: at 72.78% examples, 255932 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:01,347 : INFO : EPOCH 15 - PROGRESS: at 72.99% examples, 255964 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:02,355 : INFO : EPOCH 15 - PROGRESS: at 73.29% examples, 255980 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:03,397 : INFO : EPOCH 15 - PROGRESS: at 73.65% examples, 255939 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:04,405 : INFO : EPOCH 15 - PROGRESS: at 73.93% examples, 255963 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:05,426 : INFO : EPOCH 15 - PROGRESS: at 74.21% examples, 255953 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:06,441 : INFO : EPOCH 15 - PROGRESS: at 74.48% examples, 255946 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:07,462 : INFO : EPOCH 15 - PROGRESS: at 74.71% examples, 255941 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:08,510 : INFO : EPOCH 15 - PROGRESS: at 75.05% examples, 255935 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:09,516 : INFO : EPOCH 15 - PROGRESS: at 75.31% examples, 255922 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:10,530 : INFO : EPOCH 15 - PROGRESS: at 75.62% examples, 255970 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:11,580 : INFO : EPOCH 15 - PROGRESS: at 75.89% examples, 255947 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:12,590 : INFO : EPOCH 15 - PROGRESS: at 76.18% examples, 255951 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:13,667 : INFO : EPOCH 15 - PROGRESS: at 76.59% examples, 255943 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:14,680 : INFO : EPOCH 15 - PROGRESS: at 76.95% examples, 255940 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:15,725 : INFO : EPOCH 15 - PROGRESS: at 77.22% examples, 255953 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:16,794 : INFO : EPOCH 15 - PROGRESS: at 77.59% examples, 255944 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:17,799 : INFO : EPOCH 15 - PROGRESS: at 77.90% examples, 255941 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:18,801 : INFO : EPOCH 15 - PROGRESS: at 78.15% examples, 255916 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:19,801 : INFO : EPOCH 15 - PROGRESS: at 78.45% examples, 255891 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:20,840 : INFO : EPOCH 15 - PROGRESS: at 78.80% examples, 255838 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:21,846 : INFO : EPOCH 15 - PROGRESS: at 79.12% examples, 255826 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:22,905 : INFO : EPOCH 15 - PROGRESS: at 79.34% examples, 255688 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:23,906 : INFO : EPOCH 15 - PROGRESS: at 79.41% examples, 255537 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:24,907 : INFO : EPOCH 15 - PROGRESS: at 79.45% examples, 255476 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:25,946 : INFO : EPOCH 15 - PROGRESS: at 79.63% examples, 255497 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:26,970 : INFO : EPOCH 15 - PROGRESS: at 79.93% examples, 255479 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:28,006 : INFO : EPOCH 15 - PROGRESS: at 80.27% examples, 255506 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:29,036 : INFO : EPOCH 15 - PROGRESS: at 80.59% examples, 255505 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:30,053 : INFO : EPOCH 15 - PROGRESS: at 80.91% examples, 255500 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:31,053 : INFO : EPOCH 15 - PROGRESS: at 81.25% examples, 255532 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:32,080 : INFO : EPOCH 15 - PROGRESS: at 81.53% examples, 255510 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:33,117 : INFO : EPOCH 15 - PROGRESS: at 81.83% examples, 255507 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:34,153 : INFO : EPOCH 15 - PROGRESS: at 82.08% examples, 255533 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:35,177 : INFO : EPOCH 15 - PROGRESS: at 82.44% examples, 255512 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:36,179 : INFO : EPOCH 15 - PROGRESS: at 82.80% examples, 255552 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:37,203 : INFO : EPOCH 15 - PROGRESS: at 83.16% examples, 255536 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:38,219 : INFO : EPOCH 15 - PROGRESS: at 83.48% examples, 255561 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:39,220 : INFO : EPOCH 15 - PROGRESS: at 83.70% examples, 255527 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:40,252 : INFO : EPOCH 15 - PROGRESS: at 84.03% examples, 255548 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:41,288 : INFO : EPOCH 15 - PROGRESS: at 84.22% examples, 255562 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:42,288 : INFO : EPOCH 15 - PROGRESS: at 84.54% examples, 255555 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:43,299 : INFO : EPOCH 15 - PROGRESS: at 84.86% examples, 255558 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:44,342 : INFO : EPOCH 15 - PROGRESS: at 85.27% examples, 255560 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:45,368 : INFO : EPOCH 15 - PROGRESS: at 85.59% examples, 255551 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:46,373 : INFO : EPOCH 15 - PROGRESS: at 85.88% examples, 255555 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:47,393 : INFO : EPOCH 15 - PROGRESS: at 86.19% examples, 255562 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:48,448 : INFO : EPOCH 15 - PROGRESS: at 86.51% examples, 255544 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:49,453 : INFO : EPOCH 15 - PROGRESS: at 86.80% examples, 255574 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:50,455 : INFO : EPOCH 15 - PROGRESS: at 87.06% examples, 255551 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:51,459 : INFO : EPOCH 15 - PROGRESS: at 87.32% examples, 255550 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:52,464 : INFO : EPOCH 15 - PROGRESS: at 87.66% examples, 255539 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:53,505 : INFO : EPOCH 15 - PROGRESS: at 88.00% examples, 255548 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:54,508 : INFO : EPOCH 15 - PROGRESS: at 88.30% examples, 255541 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:55,514 : INFO : EPOCH 15 - PROGRESS: at 88.61% examples, 255562 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:56,539 : INFO : EPOCH 15 - PROGRESS: at 88.98% examples, 255563 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:57,585 : INFO : EPOCH 15 - PROGRESS: at 89.28% examples, 255550 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:58,587 : INFO : EPOCH 15 - PROGRESS: at 89.57% examples, 255571 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:00:59,603 : INFO : EPOCH 15 - PROGRESS: at 89.84% examples, 255566 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:00,637 : INFO : EPOCH 15 - PROGRESS: at 90.20% examples, 255570 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:01,685 : INFO : EPOCH 15 - PROGRESS: at 90.48% examples, 255549 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:02,688 : INFO : EPOCH 15 - PROGRESS: at 90.80% examples, 255576 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:03,688 : INFO : EPOCH 15 - PROGRESS: at 91.13% examples, 255562 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:04,700 : INFO : EPOCH 15 - PROGRESS: at 91.41% examples, 255571 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:05,707 : INFO : EPOCH 15 - PROGRESS: at 91.47% examples, 255560 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:06,711 : INFO : EPOCH 15 - PROGRESS: at 91.87% examples, 255565 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:07,762 : INFO : EPOCH 15 - PROGRESS: at 92.23% examples, 255570 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:08,779 : INFO : EPOCH 15 - PROGRESS: at 92.55% examples, 255572 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:09,804 : INFO : EPOCH 15 - PROGRESS: at 92.77% examples, 255578 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:10,809 : INFO : EPOCH 15 - PROGRESS: at 93.04% examples, 255594 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:11,829 : INFO : EPOCH 15 - PROGRESS: at 93.33% examples, 255572 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:12,830 : INFO : EPOCH 15 - PROGRESS: at 93.66% examples, 255587 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:13,882 : INFO : EPOCH 15 - PROGRESS: at 93.99% examples, 255574 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:14,904 : INFO : EPOCH 15 - PROGRESS: at 94.28% examples, 255571 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:15,932 : INFO : EPOCH 15 - PROGRESS: at 94.65% examples, 255589 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:16,946 : INFO : EPOCH 15 - PROGRESS: at 94.93% examples, 255582 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:17,961 : INFO : EPOCH 15 - PROGRESS: at 95.12% examples, 255592 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:18,962 : INFO : EPOCH 15 - PROGRESS: at 95.35% examples, 255595 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:19,963 : INFO : EPOCH 15 - PROGRESS: at 95.68% examples, 255597 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:20,977 : INFO : EPOCH 15 - PROGRESS: at 95.99% examples, 255599 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:22,012 : INFO : EPOCH 15 - PROGRESS: at 96.33% examples, 255585 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:23,025 : INFO : EPOCH 15 - PROGRESS: at 96.50% examples, 255598 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:24,025 : INFO : EPOCH 15 - PROGRESS: at 96.80% examples, 255594 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:25,028 : INFO : EPOCH 15 - PROGRESS: at 97.12% examples, 255628 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:26,084 : INFO : EPOCH 15 - PROGRESS: at 97.33% examples, 255601 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:27,085 : INFO : EPOCH 15 - PROGRESS: at 97.59% examples, 255635 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:28,104 : INFO : EPOCH 15 - PROGRESS: at 97.65% examples, 255626 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:29,108 : INFO : EPOCH 15 - PROGRESS: at 97.81% examples, 255641 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:30,132 : INFO : EPOCH 15 - PROGRESS: at 98.11% examples, 255640 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:31,163 : INFO : EPOCH 15 - PROGRESS: at 98.46% examples, 255635 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:32,182 : INFO : EPOCH 15 - PROGRESS: at 98.84% examples, 255642 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:33,202 : INFO : EPOCH 15 - PROGRESS: at 99.14% examples, 255627 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:34,256 : INFO : EPOCH 15 - PROGRESS: at 99.52% examples, 255631 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:35,300 : INFO : EPOCH 15 - PROGRESS: at 99.90% examples, 255627 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:35,513 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 11:01:35,529 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 11:01:35,530 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 11:01:35,541 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 11:01:35,542 : INFO : EPOCH - 15 : training on 120798425 raw words (86541835 effective words) took 338.5s, 255663 effective words/s
2020-08-16 11:01:36,628 : INFO : EPOCH 16 - PROGRESS: at 0.25% examples, 233274 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:37,634 : INFO : EPOCH 16 - PROGRESS: at 0.44% examples, 249421 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:38,652 : INFO : EPOCH 16 - PROGRESS: at 0.65% examples, 250967 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:39,707 : INFO : EPOCH 16 - PROGRESS: at 0.87% examples, 251021 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:40,708 : INFO : EPOCH 16 - PROGRESS: at 1.26% examples, 254135 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:41,760 : INFO : EPOCH 16 - PROGRESS: at 1.52% examples, 252943 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:42,834 : INFO : EPOCH 16 - PROGRESS: at 1.87% examples, 253206 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:43,859 : INFO : EPOCH 16 - PROGRESS: at 2.20% examples, 254128 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:44,865 : INFO : EPOCH 16 - PROGRESS: at 2.47% examples, 254589 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:45,892 : INFO : EPOCH 16 - PROGRESS: at 2.72% examples, 253923 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:46,961 : INFO : EPOCH 16 - PROGRESS: at 3.06% examples, 253877 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:48,037 : INFO : EPOCH 16 - PROGRESS: at 3.38% examples, 254233 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:49,055 : INFO : EPOCH 16 - PROGRESS: at 3.73% examples, 254540 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:50,055 : INFO : EPOCH 16 - PROGRESS: at 4.13% examples, 254852 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:51,090 : INFO : EPOCH 16 - PROGRESS: at 4.52% examples, 254365 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:52,129 : INFO : EPOCH 16 - PROGRESS: at 4.93% examples, 254720 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:53,165 : INFO : EPOCH 16 - PROGRESS: at 5.16% examples, 254618 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:54,172 : INFO : EPOCH 16 - PROGRESS: at 5.43% examples, 254953 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:55,209 : INFO : EPOCH 16 - PROGRESS: at 5.78% examples, 254724 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:56,227 : INFO : EPOCH 16 - PROGRESS: at 6.04% examples, 255353 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:57,249 : INFO : EPOCH 16 - PROGRESS: at 6.25% examples, 255127 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:58,273 : INFO : EPOCH 16 - PROGRESS: at 6.52% examples, 255451 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:01:59,322 : INFO : EPOCH 16 - PROGRESS: at 6.81% examples, 255318 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:00,359 : INFO : EPOCH 16 - PROGRESS: at 7.16% examples, 255394 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:01,374 : INFO : EPOCH 16 - PROGRESS: at 7.48% examples, 255337 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:02,414 : INFO : EPOCH 16 - PROGRESS: at 7.80% examples, 255302 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:03,419 : INFO : EPOCH 16 - PROGRESS: at 8.07% examples, 255534 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:04,420 : INFO : EPOCH 16 - PROGRESS: at 8.29% examples, 255810 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:05,433 : INFO : EPOCH 16 - PROGRESS: at 8.54% examples, 255699 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:06,441 : INFO : EPOCH 16 - PROGRESS: at 8.78% examples, 255528 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:07,447 : INFO : EPOCH 16 - PROGRESS: at 9.05% examples, 255899 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:08,496 : INFO : EPOCH 16 - PROGRESS: at 9.44% examples, 255653 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:09,506 : INFO : EPOCH 16 - PROGRESS: at 9.72% examples, 255915 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:10,545 : INFO : EPOCH 16 - PROGRESS: at 9.95% examples, 255671 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:11,579 : INFO : EPOCH 16 - PROGRESS: at 10.17% examples, 255617 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:12,581 : INFO : EPOCH 16 - PROGRESS: at 10.38% examples, 255791 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:13,606 : INFO : EPOCH 16 - PROGRESS: at 10.57% examples, 255704 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:14,615 : INFO : EPOCH 16 - PROGRESS: at 10.81% examples, 256055 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:15,654 : INFO : EPOCH 16 - PROGRESS: at 11.03% examples, 255830 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:16,661 : INFO : EPOCH 16 - PROGRESS: at 11.25% examples, 255893 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:17,678 : INFO : EPOCH 16 - PROGRESS: at 11.47% examples, 255972 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:18,718 : INFO : EPOCH 16 - PROGRESS: at 11.68% examples, 255985 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:19,720 : INFO : EPOCH 16 - PROGRESS: at 11.91% examples, 256185 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:20,734 : INFO : EPOCH 16 - PROGRESS: at 12.11% examples, 256179 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:21,748 : INFO : EPOCH 16 - PROGRESS: at 12.36% examples, 256205 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:22,770 : INFO : EPOCH 16 - PROGRESS: at 12.72% examples, 256322 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:23,809 : INFO : EPOCH 16 - PROGRESS: at 12.99% examples, 256089 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:24,902 : INFO : EPOCH 16 - PROGRESS: at 13.30% examples, 255967 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:25,945 : INFO : EPOCH 16 - PROGRESS: at 13.60% examples, 256093 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:26,955 : INFO : EPOCH 16 - PROGRESS: at 13.90% examples, 256161 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:27,972 : INFO : EPOCH 16 - PROGRESS: at 14.16% examples, 255999 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:29,044 : INFO : EPOCH 16 - PROGRESS: at 14.47% examples, 255986 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:30,094 : INFO : EPOCH 16 - PROGRESS: at 14.80% examples, 256097 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:31,111 : INFO : EPOCH 16 - PROGRESS: at 15.10% examples, 256141 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:32,123 : INFO : EPOCH 16 - PROGRESS: at 15.44% examples, 256020 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:33,137 : INFO : EPOCH 16 - PROGRESS: at 15.72% examples, 256045 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:34,177 : INFO : EPOCH 16 - PROGRESS: at 15.96% examples, 256116 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:35,208 : INFO : EPOCH 16 - PROGRESS: at 16.20% examples, 256112 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:36,209 : INFO : EPOCH 16 - PROGRESS: at 16.53% examples, 256193 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:37,220 : INFO : EPOCH 16 - PROGRESS: at 16.79% examples, 256116 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:38,220 : INFO : EPOCH 16 - PROGRESS: at 17.00% examples, 256204 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:39,221 : INFO : EPOCH 16 - PROGRESS: at 17.27% examples, 256189 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:40,275 : INFO : EPOCH 16 - PROGRESS: at 17.63% examples, 256093 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:41,282 : INFO : EPOCH 16 - PROGRESS: at 17.94% examples, 256266 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:42,293 : INFO : EPOCH 16 - PROGRESS: at 18.23% examples, 256186 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:43,307 : INFO : EPOCH 16 - PROGRESS: at 18.51% examples, 256110 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:44,316 : INFO : EPOCH 16 - PROGRESS: at 18.82% examples, 256095 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:45,354 : INFO : EPOCH 16 - PROGRESS: at 19.04% examples, 256246 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:46,355 : INFO : EPOCH 16 - PROGRESS: at 19.19% examples, 256507 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:47,380 : INFO : EPOCH 16 - PROGRESS: at 19.33% examples, 256876 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:48,442 : INFO : EPOCH 16 - PROGRESS: at 19.62% examples, 256747 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:49,445 : INFO : EPOCH 16 - PROGRESS: at 19.89% examples, 256673 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:50,450 : INFO : EPOCH 16 - PROGRESS: at 20.18% examples, 256805 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:51,463 : INFO : EPOCH 16 - PROGRESS: at 20.48% examples, 256742 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:52,473 : INFO : EPOCH 16 - PROGRESS: at 20.86% examples, 256735 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:53,502 : INFO : EPOCH 16 - PROGRESS: at 21.20% examples, 256675 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:54,558 : INFO : EPOCH 16 - PROGRESS: at 21.49% examples, 256674 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:55,569 : INFO : EPOCH 16 - PROGRESS: at 21.75% examples, 256705 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:56,576 : INFO : EPOCH 16 - PROGRESS: at 22.10% examples, 256719 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:57,579 : INFO : EPOCH 16 - PROGRESS: at 22.52% examples, 256633 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:58,612 : INFO : EPOCH 16 - PROGRESS: at 22.90% examples, 256622 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:02:59,621 : INFO : EPOCH 16 - PROGRESS: at 23.22% examples, 256619 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:00,650 : INFO : EPOCH 16 - PROGRESS: at 23.54% examples, 256541 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:01,663 : INFO : EPOCH 16 - PROGRESS: at 23.91% examples, 256610 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:02,706 : INFO : EPOCH 16 - PROGRESS: at 24.24% examples, 256542 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:03,729 : INFO : EPOCH 16 - PROGRESS: at 24.56% examples, 256519 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:04,733 : INFO : EPOCH 16 - PROGRESS: at 24.94% examples, 256567 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:05,747 : INFO : EPOCH 16 - PROGRESS: at 25.26% examples, 256498 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:06,766 : INFO : EPOCH 16 - PROGRESS: at 25.62% examples, 256529 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:07,793 : INFO : EPOCH 16 - PROGRESS: at 25.94% examples, 256481 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:08,794 : INFO : EPOCH 16 - PROGRESS: at 26.33% examples, 256481 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:09,805 : INFO : EPOCH 16 - PROGRESS: at 26.64% examples, 256482 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:10,816 : INFO : EPOCH 16 - PROGRESS: at 27.02% examples, 256441 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:11,821 : INFO : EPOCH 16 - PROGRESS: at 27.25% examples, 256413 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:12,838 : INFO : EPOCH 16 - PROGRESS: at 27.54% examples, 256445 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:13,876 : INFO : EPOCH 16 - PROGRESS: at 27.87% examples, 256348 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:14,949 : INFO : EPOCH 16 - PROGRESS: at 28.20% examples, 256336 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:15,950 : INFO : EPOCH 16 - PROGRESS: at 28.50% examples, 256375 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:17,006 : INFO : EPOCH 16 - PROGRESS: at 28.87% examples, 256364 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:18,025 : INFO : EPOCH 16 - PROGRESS: at 29.23% examples, 256371 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:19,037 : INFO : EPOCH 16 - PROGRESS: at 29.58% examples, 256369 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:20,050 : INFO : EPOCH 16 - PROGRESS: at 29.90% examples, 256360 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:21,060 : INFO : EPOCH 16 - PROGRESS: at 30.21% examples, 256283 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:22,069 : INFO : EPOCH 16 - PROGRESS: at 30.59% examples, 256342 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:23,086 : INFO : EPOCH 16 - PROGRESS: at 30.99% examples, 256455 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:24,127 : INFO : EPOCH 16 - PROGRESS: at 31.41% examples, 256450 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:25,128 : INFO : EPOCH 16 - PROGRESS: at 31.66% examples, 256404 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:26,151 : INFO : EPOCH 16 - PROGRESS: at 32.03% examples, 256483 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:27,159 : INFO : EPOCH 16 - PROGRESS: at 32.33% examples, 256458 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:28,180 : INFO : EPOCH 16 - PROGRESS: at 32.72% examples, 256426 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:29,207 : INFO : EPOCH 16 - PROGRESS: at 33.02% examples, 256411 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:30,232 : INFO : EPOCH 16 - PROGRESS: at 33.37% examples, 256421 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:31,271 : INFO : EPOCH 16 - PROGRESS: at 33.77% examples, 256341 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:32,286 : INFO : EPOCH 16 - PROGRESS: at 34.09% examples, 256340 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:33,292 : INFO : EPOCH 16 - PROGRESS: at 34.44% examples, 256289 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:34,297 : INFO : EPOCH 16 - PROGRESS: at 34.79% examples, 256307 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:35,300 : INFO : EPOCH 16 - PROGRESS: at 35.16% examples, 256385 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:36,303 : INFO : EPOCH 16 - PROGRESS: at 35.53% examples, 256387 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:37,304 : INFO : EPOCH 16 - PROGRESS: at 35.84% examples, 256461 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:38,348 : INFO : EPOCH 16 - PROGRESS: at 36.15% examples, 256316 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:39,355 : INFO : EPOCH 16 - PROGRESS: at 36.51% examples, 256312 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:40,363 : INFO : EPOCH 16 - PROGRESS: at 36.89% examples, 256196 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:41,393 : INFO : EPOCH 16 - PROGRESS: at 37.27% examples, 256129 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:42,474 : INFO : EPOCH 16 - PROGRESS: at 37.62% examples, 255977 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:43,486 : INFO : EPOCH 16 - PROGRESS: at 37.90% examples, 255581 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:44,487 : INFO : EPOCH 16 - PROGRESS: at 38.24% examples, 255263 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:45,495 : INFO : EPOCH 16 - PROGRESS: at 38.60% examples, 255271 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:46,570 : INFO : EPOCH 16 - PROGRESS: at 39.00% examples, 255229 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:47,577 : INFO : EPOCH 16 - PROGRESS: at 39.38% examples, 255241 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:48,579 : INFO : EPOCH 16 - PROGRESS: at 39.72% examples, 255236 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:49,632 : INFO : EPOCH 16 - PROGRESS: at 40.08% examples, 255250 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:50,637 : INFO : EPOCH 16 - PROGRESS: at 40.42% examples, 255279 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:51,700 : INFO : EPOCH 16 - PROGRESS: at 40.80% examples, 255206 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:52,701 : INFO : EPOCH 16 - PROGRESS: at 41.20% examples, 255221 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:53,778 : INFO : EPOCH 16 - PROGRESS: at 41.58% examples, 255187 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:54,798 : INFO : EPOCH 16 - PROGRESS: at 41.96% examples, 255269 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:55,858 : INFO : EPOCH 16 - PROGRESS: at 42.31% examples, 255190 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:56,937 : INFO : EPOCH 16 - PROGRESS: at 42.67% examples, 255179 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:57,967 : INFO : EPOCH 16 - PROGRESS: at 43.01% examples, 255214 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:58,972 : INFO : EPOCH 16 - PROGRESS: at 43.31% examples, 255216 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:03:59,986 : INFO : EPOCH 16 - PROGRESS: at 43.61% examples, 255244 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:01,041 : INFO : EPOCH 16 - PROGRESS: at 43.89% examples, 255167 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:02,115 : INFO : EPOCH 16 - PROGRESS: at 44.22% examples, 255186 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:03,172 : INFO : EPOCH 16 - PROGRESS: at 44.57% examples, 255222 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:04,178 : INFO : EPOCH 16 - PROGRESS: at 44.91% examples, 255250 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:05,182 : INFO : EPOCH 16 - PROGRESS: at 45.13% examples, 255235 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:06,214 : INFO : EPOCH 16 - PROGRESS: at 45.41% examples, 255290 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:07,214 : INFO : EPOCH 16 - PROGRESS: at 45.74% examples, 255303 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:08,259 : INFO : EPOCH 16 - PROGRESS: at 46.06% examples, 255250 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:09,269 : INFO : EPOCH 16 - PROGRESS: at 46.31% examples, 255327 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:10,309 : INFO : EPOCH 16 - PROGRESS: at 46.66% examples, 255243 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:11,317 : INFO : EPOCH 16 - PROGRESS: at 46.99% examples, 255307 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:12,335 : INFO : EPOCH 16 - PROGRESS: at 47.31% examples, 255297 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:13,336 : INFO : EPOCH 16 - PROGRESS: at 47.69% examples, 255297 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:14,355 : INFO : EPOCH 16 - PROGRESS: at 48.01% examples, 255317 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:15,389 : INFO : EPOCH 16 - PROGRESS: at 48.41% examples, 255309 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:16,390 : INFO : EPOCH 16 - PROGRESS: at 48.73% examples, 255339 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:17,423 : INFO : EPOCH 16 - PROGRESS: at 49.07% examples, 255319 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:18,425 : INFO : EPOCH 16 - PROGRESS: at 49.34% examples, 255336 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:19,477 : INFO : EPOCH 16 - PROGRESS: at 49.64% examples, 255301 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:20,484 : INFO : EPOCH 16 - PROGRESS: at 49.97% examples, 255327 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:21,488 : INFO : EPOCH 16 - PROGRESS: at 50.28% examples, 255359 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:22,532 : INFO : EPOCH 16 - PROGRESS: at 50.52% examples, 255328 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:23,534 : INFO : EPOCH 16 - PROGRESS: at 50.77% examples, 255345 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:24,549 : INFO : EPOCH 16 - PROGRESS: at 51.04% examples, 255386 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:25,583 : INFO : EPOCH 16 - PROGRESS: at 51.36% examples, 255323 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:26,618 : INFO : EPOCH 16 - PROGRESS: at 51.68% examples, 255343 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:27,649 : INFO : EPOCH 16 - PROGRESS: at 52.03% examples, 255354 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:28,680 : INFO : EPOCH 16 - PROGRESS: at 52.36% examples, 255364 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:29,735 : INFO : EPOCH 16 - PROGRESS: at 52.59% examples, 255340 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:30,753 : INFO : EPOCH 16 - PROGRESS: at 52.97% examples, 255400 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:31,768 : INFO : EPOCH 16 - PROGRESS: at 53.30% examples, 255367 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:32,785 : INFO : EPOCH 16 - PROGRESS: at 53.64% examples, 255412 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:33,832 : INFO : EPOCH 16 - PROGRESS: at 53.85% examples, 255372 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:34,853 : INFO : EPOCH 16 - PROGRESS: at 54.21% examples, 255402 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:35,860 : INFO : EPOCH 16 - PROGRESS: at 54.45% examples, 255364 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:36,864 : INFO : EPOCH 16 - PROGRESS: at 54.76% examples, 255415 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:37,917 : INFO : EPOCH 16 - PROGRESS: at 55.04% examples, 255377 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:38,944 : INFO : EPOCH 16 - PROGRESS: at 55.27% examples, 255374 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:40,000 : INFO : EPOCH 16 - PROGRESS: at 55.63% examples, 255365 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:41,026 : INFO : EPOCH 16 - PROGRESS: at 56.05% examples, 255385 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:42,048 : INFO : EPOCH 16 - PROGRESS: at 56.40% examples, 255410 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:43,054 : INFO : EPOCH 16 - PROGRESS: at 56.66% examples, 255417 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:44,070 : INFO : EPOCH 16 - PROGRESS: at 56.95% examples, 255404 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:45,105 : INFO : EPOCH 16 - PROGRESS: at 57.24% examples, 255387 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:46,119 : INFO : EPOCH 16 - PROGRESS: at 57.42% examples, 255425 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:47,169 : INFO : EPOCH 16 - PROGRESS: at 57.70% examples, 255413 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:48,193 : INFO : EPOCH 16 - PROGRESS: at 58.00% examples, 255434 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:49,238 : INFO : EPOCH 16 - PROGRESS: at 58.27% examples, 255403 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:50,265 : INFO : EPOCH 16 - PROGRESS: at 58.51% examples, 255413 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:51,266 : INFO : EPOCH 16 - PROGRESS: at 58.70% examples, 255454 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:52,276 : INFO : EPOCH 16 - PROGRESS: at 59.00% examples, 255441 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:53,277 : INFO : EPOCH 16 - PROGRESS: at 59.33% examples, 255433 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:54,293 : INFO : EPOCH 16 - PROGRESS: at 59.62% examples, 255411 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:55,358 : INFO : EPOCH 16 - PROGRESS: at 59.99% examples, 255410 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:56,360 : INFO : EPOCH 16 - PROGRESS: at 60.32% examples, 255449 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:57,415 : INFO : EPOCH 16 - PROGRESS: at 60.55% examples, 255407 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:58,426 : INFO : EPOCH 16 - PROGRESS: at 60.86% examples, 255416 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:04:59,443 : INFO : EPOCH 16 - PROGRESS: at 61.16% examples, 255450 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:00,448 : INFO : EPOCH 16 - PROGRESS: at 61.47% examples, 255429 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:01,459 : INFO : EPOCH 16 - PROGRESS: at 61.75% examples, 255441 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:02,475 : INFO : EPOCH 16 - PROGRESS: at 62.10% examples, 255440 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:03,490 : INFO : EPOCH 16 - PROGRESS: at 62.44% examples, 255483 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:04,506 : INFO : EPOCH 16 - PROGRESS: at 62.69% examples, 255495 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:05,529 : INFO : EPOCH 16 - PROGRESS: at 63.05% examples, 255471 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:06,541 : INFO : EPOCH 16 - PROGRESS: at 63.40% examples, 255485 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:07,580 : INFO : EPOCH 16 - PROGRESS: at 63.70% examples, 255468 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:08,596 : INFO : EPOCH 16 - PROGRESS: at 63.93% examples, 255446 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:09,600 : INFO : EPOCH 16 - PROGRESS: at 64.20% examples, 255508 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:10,655 : INFO : EPOCH 16 - PROGRESS: at 64.52% examples, 255455 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:11,665 : INFO : EPOCH 16 - PROGRESS: at 64.84% examples, 255463 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:12,695 : INFO : EPOCH 16 - PROGRESS: at 65.03% examples, 255472 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:13,706 : INFO : EPOCH 16 - PROGRESS: at 65.24% examples, 255474 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:14,754 : INFO : EPOCH 16 - PROGRESS: at 65.56% examples, 255445 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:15,758 : INFO : EPOCH 16 - PROGRESS: at 65.85% examples, 255484 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:16,763 : INFO : EPOCH 16 - PROGRESS: at 66.23% examples, 255472 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:17,767 : INFO : EPOCH 16 - PROGRESS: at 66.52% examples, 255470 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:18,777 : INFO : EPOCH 16 - PROGRESS: at 66.83% examples, 255480 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:19,779 : INFO : EPOCH 16 - PROGRESS: at 67.14% examples, 255474 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:20,783 : INFO : EPOCH 16 - PROGRESS: at 67.48% examples, 255495 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:21,860 : INFO : EPOCH 16 - PROGRESS: at 67.83% examples, 255442 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:22,875 : INFO : EPOCH 16 - PROGRESS: at 68.18% examples, 255476 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:23,916 : INFO : EPOCH 16 - PROGRESS: at 68.47% examples, 255462 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:24,929 : INFO : EPOCH 16 - PROGRESS: at 68.79% examples, 255465 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:25,943 : INFO : EPOCH 16 - PROGRESS: at 69.07% examples, 255444 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:26,991 : INFO : EPOCH 16 - PROGRESS: at 69.33% examples, 255438 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:28,023 : INFO : EPOCH 16 - PROGRESS: at 69.70% examples, 255468 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:29,038 : INFO : EPOCH 16 - PROGRESS: at 69.92% examples, 255445 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:30,104 : INFO : EPOCH 16 - PROGRESS: at 70.19% examples, 255453 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:31,105 : INFO : EPOCH 16 - PROGRESS: at 70.48% examples, 255441 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:32,115 : INFO : EPOCH 16 - PROGRESS: at 70.80% examples, 255464 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:33,142 : INFO : EPOCH 16 - PROGRESS: at 71.04% examples, 255455 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:34,156 : INFO : EPOCH 16 - PROGRESS: at 71.29% examples, 255439 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:35,187 : INFO : EPOCH 16 - PROGRESS: at 71.55% examples, 255460 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:36,226 : INFO : EPOCH 16 - PROGRESS: at 71.96% examples, 255466 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:37,255 : INFO : EPOCH 16 - PROGRESS: at 72.27% examples, 255462 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:38,264 : INFO : EPOCH 16 - PROGRESS: at 72.54% examples, 255481 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:39,305 : INFO : EPOCH 16 - PROGRESS: at 72.79% examples, 255495 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:40,340 : INFO : EPOCH 16 - PROGRESS: at 73.01% examples, 255501 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:41,355 : INFO : EPOCH 16 - PROGRESS: at 73.31% examples, 255476 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:42,374 : INFO : EPOCH 16 - PROGRESS: at 73.69% examples, 255518 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:43,407 : INFO : EPOCH 16 - PROGRESS: at 73.95% examples, 255494 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:44,432 : INFO : EPOCH 16 - PROGRESS: at 74.22% examples, 255483 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:45,451 : INFO : EPOCH 16 - PROGRESS: at 74.50% examples, 255498 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:46,520 : INFO : EPOCH 16 - PROGRESS: at 74.75% examples, 255477 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:47,566 : INFO : EPOCH 16 - PROGRESS: at 75.08% examples, 255477 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:48,566 : INFO : EPOCH 16 - PROGRESS: at 75.36% examples, 255495 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:49,577 : INFO : EPOCH 16 - PROGRESS: at 75.64% examples, 255522 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:50,583 : INFO : EPOCH 16 - PROGRESS: at 75.90% examples, 255523 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:51,608 : INFO : EPOCH 16 - PROGRESS: at 76.22% examples, 255508 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:52,617 : INFO : EPOCH 16 - PROGRESS: at 76.59% examples, 255515 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:53,618 : INFO : EPOCH 16 - PROGRESS: at 76.96% examples, 255524 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:54,663 : INFO : EPOCH 16 - PROGRESS: at 77.22% examples, 255512 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:55,667 : INFO : EPOCH 16 - PROGRESS: at 77.58% examples, 255543 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:56,677 : INFO : EPOCH 16 - PROGRESS: at 77.90% examples, 255534 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:57,680 : INFO : EPOCH 16 - PROGRESS: at 78.14% examples, 255510 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:58,684 : INFO : EPOCH 16 - PROGRESS: at 78.45% examples, 255510 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:05:59,685 : INFO : EPOCH 16 - PROGRESS: at 78.81% examples, 255521 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:00,688 : INFO : EPOCH 16 - PROGRESS: at 79.13% examples, 255536 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:01,689 : INFO : EPOCH 16 - PROGRESS: at 79.35% examples, 255533 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:02,701 : INFO : EPOCH 16 - PROGRESS: at 79.42% examples, 255542 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:03,724 : INFO : EPOCH 16 - PROGRESS: at 79.49% examples, 255547 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:04,744 : INFO : EPOCH 16 - PROGRESS: at 79.74% examples, 255574 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:05,748 : INFO : EPOCH 16 - PROGRESS: at 80.04% examples, 255576 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:06,765 : INFO : EPOCH 16 - PROGRESS: at 80.40% examples, 255557 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:07,785 : INFO : EPOCH 16 - PROGRESS: at 80.66% examples, 255566 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:08,798 : INFO : EPOCH 16 - PROGRESS: at 81.00% examples, 255569 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:09,805 : INFO : EPOCH 16 - PROGRESS: at 81.29% examples, 255573 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:10,808 : INFO : EPOCH 16 - PROGRESS: at 81.62% examples, 255580 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:11,847 : INFO : EPOCH 16 - PROGRESS: at 81.91% examples, 255563 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:12,849 : INFO : EPOCH 16 - PROGRESS: at 82.16% examples, 255589 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:13,890 : INFO : EPOCH 16 - PROGRESS: at 82.55% examples, 255580 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:14,893 : INFO : EPOCH 16 - PROGRESS: at 82.92% examples, 255591 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:15,931 : INFO : EPOCH 16 - PROGRESS: at 83.27% examples, 255585 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:16,936 : INFO : EPOCH 16 - PROGRESS: at 83.53% examples, 255574 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:17,980 : INFO : EPOCH 16 - PROGRESS: at 83.81% examples, 255567 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:19,006 : INFO : EPOCH 16 - PROGRESS: at 84.06% examples, 255581 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:20,018 : INFO : EPOCH 16 - PROGRESS: at 84.30% examples, 255616 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:21,062 : INFO : EPOCH 16 - PROGRESS: at 84.66% examples, 255588 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:22,072 : INFO : EPOCH 16 - PROGRESS: at 84.96% examples, 255585 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:23,089 : INFO : EPOCH 16 - PROGRESS: at 85.35% examples, 255588 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:24,150 : INFO : EPOCH 16 - PROGRESS: at 85.70% examples, 255575 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:25,163 : INFO : EPOCH 16 - PROGRESS: at 86.00% examples, 255575 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:26,185 : INFO : EPOCH 16 - PROGRESS: at 86.28% examples, 255583 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:27,256 : INFO : EPOCH 16 - PROGRESS: at 86.63% examples, 255560 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:28,262 : INFO : EPOCH 16 - PROGRESS: at 86.90% examples, 255607 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:29,264 : INFO : EPOCH 16 - PROGRESS: at 87.15% examples, 255603 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:30,296 : INFO : EPOCH 16 - PROGRESS: at 87.44% examples, 255586 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:31,314 : INFO : EPOCH 16 - PROGRESS: at 87.77% examples, 255576 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:32,318 : INFO : EPOCH 16 - PROGRESS: at 88.12% examples, 255582 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:33,319 : INFO : EPOCH 16 - PROGRESS: at 88.39% examples, 255578 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:34,321 : INFO : EPOCH 16 - PROGRESS: at 88.73% examples, 255573 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:35,335 : INFO : EPOCH 16 - PROGRESS: at 89.04% examples, 255573 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:36,358 : INFO : EPOCH 16 - PROGRESS: at 89.39% examples, 255574 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:37,395 : INFO : EPOCH 16 - PROGRESS: at 89.65% examples, 255557 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:38,416 : INFO : EPOCH 16 - PROGRESS: at 89.96% examples, 255573 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:39,442 : INFO : EPOCH 16 - PROGRESS: at 90.31% examples, 255562 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:40,468 : INFO : EPOCH 16 - PROGRESS: at 90.58% examples, 255571 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:41,507 : INFO : EPOCH 16 - PROGRESS: at 90.89% examples, 255551 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:42,535 : INFO : EPOCH 16 - PROGRESS: at 91.24% examples, 255564 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:43,541 : INFO : EPOCH 16 - PROGRESS: at 91.42% examples, 255556 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:44,545 : INFO : EPOCH 16 - PROGRESS: at 91.59% examples, 255545 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:45,556 : INFO : EPOCH 16 - PROGRESS: at 91.99% examples, 255565 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:46,604 : INFO : EPOCH 16 - PROGRESS: at 92.33% examples, 255547 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:47,605 : INFO : EPOCH 16 - PROGRESS: at 92.62% examples, 255551 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:48,646 : INFO : EPOCH 16 - PROGRESS: at 92.86% examples, 255554 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:49,651 : INFO : EPOCH 16 - PROGRESS: at 93.16% examples, 255553 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:50,656 : INFO : EPOCH 16 - PROGRESS: at 93.42% examples, 255546 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:51,656 : INFO : EPOCH 16 - PROGRESS: at 93.74% examples, 255545 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:52,663 : INFO : EPOCH 16 - PROGRESS: at 94.07% examples, 255555 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:53,672 : INFO : EPOCH 16 - PROGRESS: at 94.37% examples, 255564 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:54,690 : INFO : EPOCH 16 - PROGRESS: at 94.71% examples, 255548 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:55,715 : INFO : EPOCH 16 - PROGRESS: at 94.99% examples, 255530 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:56,732 : INFO : EPOCH 16 - PROGRESS: at 95.17% examples, 255549 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:57,765 : INFO : EPOCH 16 - PROGRESS: at 95.43% examples, 255543 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:58,792 : INFO : EPOCH 16 - PROGRESS: at 95.76% examples, 255507 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:06:59,857 : INFO : EPOCH 16 - PROGRESS: at 96.05% examples, 255473 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:00,858 : INFO : EPOCH 16 - PROGRESS: at 96.38% examples, 255445 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:01,871 : INFO : EPOCH 16 - PROGRESS: at 96.53% examples, 255457 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:02,912 : INFO : EPOCH 16 - PROGRESS: at 96.85% examples, 255372 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:03,923 : INFO : EPOCH 16 - PROGRESS: at 97.08% examples, 255212 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:04,982 : INFO : EPOCH 16 - PROGRESS: at 97.28% examples, 255116 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:05,984 : INFO : EPOCH 16 - PROGRESS: at 97.52% examples, 255136 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:07,005 : INFO : EPOCH 16 - PROGRESS: at 97.64% examples, 255147 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:08,020 : INFO : EPOCH 16 - PROGRESS: at 97.77% examples, 255149 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:09,047 : INFO : EPOCH 16 - PROGRESS: at 98.03% examples, 255149 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:10,075 : INFO : EPOCH 16 - PROGRESS: at 98.38% examples, 255151 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:11,094 : INFO : EPOCH 16 - PROGRESS: at 98.76% examples, 255153 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:12,106 : INFO : EPOCH 16 - PROGRESS: at 99.08% examples, 255153 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:13,108 : INFO : EPOCH 16 - PROGRESS: at 99.44% examples, 255172 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:14,145 : INFO : EPOCH 16 - PROGRESS: at 99.80% examples, 255151 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:14,639 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 11:07:14,648 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 11:07:14,672 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 11:07:14,681 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 11:07:14,682 : INFO : EPOCH - 16 : training on 120798425 raw words (86538379 effective words) took 339.1s, 255174 effective words/s
2020-08-16 11:07:15,767 : INFO : EPOCH 17 - PROGRESS: at 0.25% examples, 233293 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:16,834 : INFO : EPOCH 17 - PROGRESS: at 0.45% examples, 245771 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:17,873 : INFO : EPOCH 17 - PROGRESS: at 0.67% examples, 249049 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:18,877 : INFO : EPOCH 17 - PROGRESS: at 0.89% examples, 252559 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:19,926 : INFO : EPOCH 17 - PROGRESS: at 1.27% examples, 251737 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:20,930 : INFO : EPOCH 17 - PROGRESS: at 1.53% examples, 252857 words/s, in_qsize 6, out_qsize 1
2020-08-16 11:07:21,975 : INFO : EPOCH 17 - PROGRESS: at 1.87% examples, 253193 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:22,975 : INFO : EPOCH 17 - PROGRESS: at 2.20% examples, 254091 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:23,982 : INFO : EPOCH 17 - PROGRESS: at 2.45% examples, 253759 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:24,994 : INFO : EPOCH 17 - PROGRESS: at 2.71% examples, 254298 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:26,002 : INFO : EPOCH 17 - PROGRESS: at 3.02% examples, 253704 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:27,006 : INFO : EPOCH 17 - PROGRESS: at 3.32% examples, 254545 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:28,053 : INFO : EPOCH 17 - PROGRESS: at 3.69% examples, 254224 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:29,058 : INFO : EPOCH 17 - PROGRESS: at 4.07% examples, 254436 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:30,069 : INFO : EPOCH 17 - PROGRESS: at 4.48% examples, 254854 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:31,081 : INFO : EPOCH 17 - PROGRESS: at 4.86% examples, 254556 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:32,108 : INFO : EPOCH 17 - PROGRESS: at 5.11% examples, 254456 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:33,184 : INFO : EPOCH 17 - PROGRESS: at 5.36% examples, 254507 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:34,271 : INFO : EPOCH 17 - PROGRESS: at 5.75% examples, 254450 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:35,273 : INFO : EPOCH 17 - PROGRESS: at 6.00% examples, 254763 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:36,321 : INFO : EPOCH 17 - PROGRESS: at 6.23% examples, 254714 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:37,326 : INFO : EPOCH 17 - PROGRESS: at 6.50% examples, 255222 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:38,370 : INFO : EPOCH 17 - PROGRESS: at 6.77% examples, 255175 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:39,412 : INFO : EPOCH 17 - PROGRESS: at 7.13% examples, 255216 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:40,423 : INFO : EPOCH 17 - PROGRESS: at 7.44% examples, 255192 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:41,475 : INFO : EPOCH 17 - PROGRESS: at 7.78% examples, 255116 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:42,514 : INFO : EPOCH 17 - PROGRESS: at 8.05% examples, 255244 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:43,581 : INFO : EPOCH 17 - PROGRESS: at 8.27% examples, 255177 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:44,662 : INFO : EPOCH 17 - PROGRESS: at 8.55% examples, 255195 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:45,744 : INFO : EPOCH 17 - PROGRESS: at 8.81% examples, 255130 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:46,820 : INFO : EPOCH 17 - PROGRESS: at 9.10% examples, 255279 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:47,833 : INFO : EPOCH 17 - PROGRESS: at 9.48% examples, 255605 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:48,877 : INFO : EPOCH 17 - PROGRESS: at 9.74% examples, 255209 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:49,879 : INFO : EPOCH 17 - PROGRESS: at 9.99% examples, 255470 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:50,901 : INFO : EPOCH 17 - PROGRESS: at 10.20% examples, 255501 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:51,925 : INFO : EPOCH 17 - PROGRESS: at 10.42% examples, 255522 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:52,934 : INFO : EPOCH 17 - PROGRESS: at 10.63% examples, 255742 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:53,994 : INFO : EPOCH 17 - PROGRESS: at 10.85% examples, 255401 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:55,007 : INFO : EPOCH 17 - PROGRESS: at 11.07% examples, 255777 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:56,031 : INFO : EPOCH 17 - PROGRESS: at 11.30% examples, 255633 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:57,061 : INFO : EPOCH 17 - PROGRESS: at 11.51% examples, 255660 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:58,063 : INFO : EPOCH 17 - PROGRESS: at 11.72% examples, 255904 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:07:59,069 : INFO : EPOCH 17 - PROGRESS: at 11.93% examples, 255920 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:00,132 : INFO : EPOCH 17 - PROGRESS: at 12.15% examples, 255842 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:01,157 : INFO : EPOCH 17 - PROGRESS: at 12.43% examples, 255904 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:02,160 : INFO : EPOCH 17 - PROGRESS: at 12.77% examples, 256010 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:03,222 : INFO : EPOCH 17 - PROGRESS: at 13.06% examples, 255791 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:04,304 : INFO : EPOCH 17 - PROGRESS: at 13.36% examples, 255724 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:05,309 : INFO : EPOCH 17 - PROGRESS: at 13.66% examples, 255933 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:06,319 : INFO : EPOCH 17 - PROGRESS: at 13.95% examples, 255862 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:07,378 : INFO : EPOCH 17 - PROGRESS: at 14.23% examples, 255713 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:08,456 : INFO : EPOCH 17 - PROGRESS: at 14.52% examples, 255676 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:09,461 : INFO : EPOCH 17 - PROGRESS: at 14.86% examples, 255936 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:10,485 : INFO : EPOCH 17 - PROGRESS: at 15.14% examples, 255685 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:11,568 : INFO : EPOCH 17 - PROGRESS: at 15.50% examples, 255646 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:12,573 : INFO : EPOCH 17 - PROGRESS: at 15.78% examples, 255728 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:13,585 : INFO : EPOCH 17 - PROGRESS: at 16.01% examples, 255915 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:14,591 : INFO : EPOCH 17 - PROGRESS: at 16.26% examples, 255912 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:15,617 : INFO : EPOCH 17 - PROGRESS: at 16.59% examples, 255838 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:16,620 : INFO : EPOCH 17 - PROGRESS: at 16.82% examples, 255834 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:17,624 : INFO : EPOCH 17 - PROGRESS: at 17.06% examples, 255891 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:18,636 : INFO : EPOCH 17 - PROGRESS: at 17.32% examples, 255760 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:19,661 : INFO : EPOCH 17 - PROGRESS: at 17.66% examples, 255890 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:20,693 : INFO : EPOCH 17 - PROGRESS: at 17.98% examples, 255771 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:21,703 : INFO : EPOCH 17 - PROGRESS: at 18.27% examples, 255810 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:22,763 : INFO : EPOCH 17 - PROGRESS: at 18.56% examples, 255755 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:23,769 : INFO : EPOCH 17 - PROGRESS: at 18.89% examples, 255788 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:24,777 : INFO : EPOCH 17 - PROGRESS: at 19.06% examples, 256007 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:25,798 : INFO : EPOCH 17 - PROGRESS: at 19.22% examples, 256250 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:26,804 : INFO : EPOCH 17 - PROGRESS: at 19.38% examples, 256467 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:27,808 : INFO : EPOCH 17 - PROGRESS: at 19.65% examples, 256364 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:28,815 : INFO : EPOCH 17 - PROGRESS: at 19.92% examples, 256454 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:29,867 : INFO : EPOCH 17 - PROGRESS: at 20.21% examples, 256361 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:30,882 : INFO : EPOCH 17 - PROGRESS: at 20.55% examples, 256454 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:31,918 : INFO : EPOCH 17 - PROGRESS: at 20.94% examples, 256386 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:32,939 : INFO : EPOCH 17 - PROGRESS: at 21.26% examples, 256361 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:33,944 : INFO : EPOCH 17 - PROGRESS: at 21.53% examples, 256330 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:35,005 : INFO : EPOCH 17 - PROGRESS: at 21.80% examples, 256304 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:36,019 : INFO : EPOCH 17 - PROGRESS: at 22.18% examples, 256387 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:37,024 : INFO : EPOCH 17 - PROGRESS: at 22.61% examples, 256376 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:38,069 : INFO : EPOCH 17 - PROGRESS: at 22.97% examples, 256256 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:39,117 : INFO : EPOCH 17 - PROGRESS: at 23.28% examples, 256240 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:40,129 : INFO : EPOCH 17 - PROGRESS: at 23.61% examples, 256201 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:41,137 : INFO : EPOCH 17 - PROGRESS: at 23.97% examples, 256175 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:42,142 : INFO : EPOCH 17 - PROGRESS: at 24.29% examples, 256185 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:43,147 : INFO : EPOCH 17 - PROGRESS: at 24.62% examples, 256192 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:44,155 : INFO : EPOCH 17 - PROGRESS: at 24.98% examples, 256182 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:45,163 : INFO : EPOCH 17 - PROGRESS: at 25.31% examples, 256205 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:46,231 : INFO : EPOCH 17 - PROGRESS: at 25.65% examples, 256054 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:47,296 : INFO : EPOCH 17 - PROGRESS: at 26.02% examples, 256100 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:48,297 : INFO : EPOCH 17 - PROGRESS: at 26.41% examples, 256103 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:49,311 : INFO : EPOCH 17 - PROGRESS: at 26.71% examples, 256094 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:50,327 : INFO : EPOCH 17 - PROGRESS: at 27.09% examples, 256116 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:51,329 : INFO : EPOCH 17 - PROGRESS: at 27.34% examples, 256172 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:52,382 : INFO : EPOCH 17 - PROGRESS: at 27.63% examples, 256055 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:53,382 : INFO : EPOCH 17 - PROGRESS: at 27.97% examples, 256067 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:54,452 : INFO : EPOCH 17 - PROGRESS: at 28.26% examples, 255998 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:55,453 : INFO : EPOCH 17 - PROGRESS: at 28.57% examples, 256032 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:56,490 : INFO : EPOCH 17 - PROGRESS: at 28.93% examples, 256066 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:57,494 : INFO : EPOCH 17 - PROGRESS: at 29.29% examples, 256060 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:58,502 : INFO : EPOCH 17 - PROGRESS: at 29.63% examples, 255993 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:08:59,514 : INFO : EPOCH 17 - PROGRESS: at 29.96% examples, 255999 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:00,519 : INFO : EPOCH 17 - PROGRESS: at 30.30% examples, 255999 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:01,527 : INFO : EPOCH 17 - PROGRESS: at 30.65% examples, 255991 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:02,530 : INFO : EPOCH 17 - PROGRESS: at 31.06% examples, 256139 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:03,565 : INFO : EPOCH 17 - PROGRESS: at 31.44% examples, 256109 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:04,566 : INFO : EPOCH 17 - PROGRESS: at 31.75% examples, 256192 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:05,568 : INFO : EPOCH 17 - PROGRESS: at 32.07% examples, 256140 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:06,574 : INFO : EPOCH 17 - PROGRESS: at 32.36% examples, 256103 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:07,581 : INFO : EPOCH 17 - PROGRESS: at 32.76% examples, 256121 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:08,614 : INFO : EPOCH 17 - PROGRESS: at 33.05% examples, 256088 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:09,632 : INFO : EPOCH 17 - PROGRESS: at 33.40% examples, 256109 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:10,681 : INFO : EPOCH 17 - PROGRESS: at 33.81% examples, 256017 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:11,692 : INFO : EPOCH 17 - PROGRESS: at 34.13% examples, 256026 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:12,693 : INFO : EPOCH 17 - PROGRESS: at 34.48% examples, 255995 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:13,705 : INFO : EPOCH 17 - PROGRESS: at 34.85% examples, 256058 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:14,745 : INFO : EPOCH 17 - PROGRESS: at 35.21% examples, 256060 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:15,811 : INFO : EPOCH 17 - PROGRESS: at 35.61% examples, 256105 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:16,857 : INFO : EPOCH 17 - PROGRESS: at 35.92% examples, 256129 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:17,870 : INFO : EPOCH 17 - PROGRESS: at 36.24% examples, 256163 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:18,892 : INFO : EPOCH 17 - PROGRESS: at 36.62% examples, 256154 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:19,940 : INFO : EPOCH 17 - PROGRESS: at 37.01% examples, 256056 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:20,943 : INFO : EPOCH 17 - PROGRESS: at 37.39% examples, 256099 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:21,943 : INFO : EPOCH 17 - PROGRESS: at 37.76% examples, 256059 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:22,973 : INFO : EPOCH 17 - PROGRESS: at 38.12% examples, 256050 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:24,003 : INFO : EPOCH 17 - PROGRESS: at 38.51% examples, 256061 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:25,019 : INFO : EPOCH 17 - PROGRESS: at 38.91% examples, 256080 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:26,025 : INFO : EPOCH 17 - PROGRESS: at 39.28% examples, 256080 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:27,026 : INFO : EPOCH 17 - PROGRESS: at 39.62% examples, 256026 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:28,035 : INFO : EPOCH 17 - PROGRESS: at 39.98% examples, 256082 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:29,061 : INFO : EPOCH 17 - PROGRESS: at 40.30% examples, 256011 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:30,110 : INFO : EPOCH 17 - PROGRESS: at 40.68% examples, 256002 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:31,135 : INFO : EPOCH 17 - PROGRESS: at 41.09% examples, 256022 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:32,197 : INFO : EPOCH 17 - PROGRESS: at 41.46% examples, 255958 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:33,200 : INFO : EPOCH 17 - PROGRESS: at 41.83% examples, 256010 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:34,216 : INFO : EPOCH 17 - PROGRESS: at 42.18% examples, 256012 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:35,262 : INFO : EPOCH 17 - PROGRESS: at 42.56% examples, 255923 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:36,262 : INFO : EPOCH 17 - PROGRESS: at 42.89% examples, 255999 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:37,313 : INFO : EPOCH 17 - PROGRESS: at 43.18% examples, 255882 words/s, in_qsize 8, out_qsize 1
2020-08-16 11:09:38,400 : INFO : EPOCH 17 - PROGRESS: at 43.48% examples, 255865 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:39,488 : INFO : EPOCH 17 - PROGRESS: at 43.80% examples, 255841 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:40,572 : INFO : EPOCH 17 - PROGRESS: at 44.12% examples, 255860 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:41,631 : INFO : EPOCH 17 - PROGRESS: at 44.46% examples, 255887 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:42,632 : INFO : EPOCH 17 - PROGRESS: at 44.81% examples, 255882 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:43,656 : INFO : EPOCH 17 - PROGRESS: at 45.05% examples, 255889 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:44,691 : INFO : EPOCH 17 - PROGRESS: at 45.32% examples, 255930 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:45,719 : INFO : EPOCH 17 - PROGRESS: at 45.67% examples, 255910 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:46,724 : INFO : EPOCH 17 - PROGRESS: at 45.99% examples, 255969 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:47,771 : INFO : EPOCH 17 - PROGRESS: at 46.24% examples, 255933 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:48,781 : INFO : EPOCH 17 - PROGRESS: at 46.55% examples, 255943 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:49,789 : INFO : EPOCH 17 - PROGRESS: at 46.90% examples, 255922 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:50,807 : INFO : EPOCH 17 - PROGRESS: at 47.21% examples, 255942 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:51,815 : INFO : EPOCH 17 - PROGRESS: at 47.57% examples, 255915 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:52,833 : INFO : EPOCH 17 - PROGRESS: at 47.90% examples, 255896 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:53,844 : INFO : EPOCH 17 - PROGRESS: at 48.29% examples, 255961 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:54,854 : INFO : EPOCH 17 - PROGRESS: at 48.67% examples, 255969 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:55,885 : INFO : EPOCH 17 - PROGRESS: at 48.99% examples, 255927 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:56,950 : INFO : EPOCH 17 - PROGRESS: at 49.26% examples, 255910 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:57,953 : INFO : EPOCH 17 - PROGRESS: at 49.61% examples, 255921 words/s, in_qsize 6, out_qsize 1
2020-08-16 11:09:58,955 : INFO : EPOCH 17 - PROGRESS: at 49.93% examples, 255966 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:09:59,962 : INFO : EPOCH 17 - PROGRESS: at 50.19% examples, 255947 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:01,002 : INFO : EPOCH 17 - PROGRESS: at 50.45% examples, 255898 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:02,007 : INFO : EPOCH 17 - PROGRESS: at 50.65% examples, 255941 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:03,068 : INFO : EPOCH 17 - PROGRESS: at 50.94% examples, 255899 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:04,125 : INFO : EPOCH 17 - PROGRESS: at 51.28% examples, 255912 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:05,166 : INFO : EPOCH 17 - PROGRESS: at 51.62% examples, 255917 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:06,169 : INFO : EPOCH 17 - PROGRESS: at 51.90% examples, 255915 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:07,205 : INFO : EPOCH 17 - PROGRESS: at 52.26% examples, 255911 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:08,214 : INFO : EPOCH 17 - PROGRESS: at 52.51% examples, 255908 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:09,223 : INFO : EPOCH 17 - PROGRESS: at 52.83% examples, 255921 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:10,247 : INFO : EPOCH 17 - PROGRESS: at 53.21% examples, 255903 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:11,256 : INFO : EPOCH 17 - PROGRESS: at 53.55% examples, 255950 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:12,302 : INFO : EPOCH 17 - PROGRESS: at 53.78% examples, 255889 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:13,313 : INFO : EPOCH 17 - PROGRESS: at 54.08% examples, 255957 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:14,323 : INFO : EPOCH 17 - PROGRESS: at 54.34% examples, 255898 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:15,331 : INFO : EPOCH 17 - PROGRESS: at 54.65% examples, 255938 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:16,352 : INFO : EPOCH 17 - PROGRESS: at 54.96% examples, 255923 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:17,387 : INFO : EPOCH 17 - PROGRESS: at 55.15% examples, 255892 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:18,401 : INFO : EPOCH 17 - PROGRESS: at 55.50% examples, 255899 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:19,463 : INFO : EPOCH 17 - PROGRESS: at 55.91% examples, 255794 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:20,492 : INFO : EPOCH 17 - PROGRESS: at 56.26% examples, 255773 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:21,507 : INFO : EPOCH 17 - PROGRESS: at 56.56% examples, 255725 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:22,509 : INFO : EPOCH 17 - PROGRESS: at 56.85% examples, 255675 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:23,542 : INFO : EPOCH 17 - PROGRESS: at 57.03% examples, 255376 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:24,542 : INFO : EPOCH 17 - PROGRESS: at 57.26% examples, 255168 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:25,558 : INFO : EPOCH 17 - PROGRESS: at 57.44% examples, 255168 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:26,582 : INFO : EPOCH 17 - PROGRESS: at 57.73% examples, 255193 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:27,611 : INFO : EPOCH 17 - PROGRESS: at 58.02% examples, 255165 words/s, in_qsize 8, out_qsize 1
2020-08-16 11:10:28,620 : INFO : EPOCH 17 - PROGRESS: at 58.28% examples, 255223 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:29,661 : INFO : EPOCH 17 - PROGRESS: at 58.52% examples, 255182 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:30,677 : INFO : EPOCH 17 - PROGRESS: at 58.72% examples, 255199 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:31,678 : INFO : EPOCH 17 - PROGRESS: at 59.01% examples, 255179 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:32,700 : INFO : EPOCH 17 - PROGRESS: at 59.34% examples, 255208 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:33,735 : INFO : EPOCH 17 - PROGRESS: at 59.64% examples, 255197 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:34,787 : INFO : EPOCH 17 - PROGRESS: at 60.03% examples, 255201 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:35,795 : INFO : EPOCH 17 - PROGRESS: at 60.35% examples, 255204 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:36,808 : INFO : EPOCH 17 - PROGRESS: at 60.58% examples, 255217 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:37,816 : INFO : EPOCH 17 - PROGRESS: at 60.88% examples, 255231 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:38,867 : INFO : EPOCH 17 - PROGRESS: at 61.18% examples, 255190 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:39,872 : INFO : EPOCH 17 - PROGRESS: at 61.50% examples, 255235 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:40,888 : INFO : EPOCH 17 - PROGRESS: at 61.79% examples, 255206 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:41,918 : INFO : EPOCH 17 - PROGRESS: at 62.15% examples, 255224 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:42,947 : INFO : EPOCH 17 - PROGRESS: at 62.49% examples, 255251 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:43,948 : INFO : EPOCH 17 - PROGRESS: at 62.74% examples, 255282 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:44,976 : INFO : EPOCH 17 - PROGRESS: at 63.10% examples, 255253 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:45,976 : INFO : EPOCH 17 - PROGRESS: at 63.42% examples, 255242 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:47,031 : INFO : EPOCH 17 - PROGRESS: at 63.73% examples, 255245 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:48,051 : INFO : EPOCH 17 - PROGRESS: at 63.95% examples, 255223 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:49,063 : INFO : EPOCH 17 - PROGRESS: at 64.22% examples, 255278 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:50,097 : INFO : EPOCH 17 - PROGRESS: at 64.55% examples, 255244 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:51,126 : INFO : EPOCH 17 - PROGRESS: at 64.88% examples, 255232 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:52,168 : INFO : EPOCH 17 - PROGRESS: at 65.03% examples, 255246 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:53,173 : INFO : EPOCH 17 - PROGRESS: at 65.28% examples, 255283 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:54,214 : INFO : EPOCH 17 - PROGRESS: at 65.60% examples, 255224 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:55,220 : INFO : EPOCH 17 - PROGRESS: at 65.88% examples, 255260 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:56,230 : INFO : EPOCH 17 - PROGRESS: at 66.25% examples, 255245 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:57,240 : INFO : EPOCH 17 - PROGRESS: at 66.57% examples, 255271 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:58,242 : INFO : EPOCH 17 - PROGRESS: at 66.88% examples, 255284 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:10:59,248 : INFO : EPOCH 17 - PROGRESS: at 67.18% examples, 255278 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:00,311 : INFO : EPOCH 17 - PROGRESS: at 67.54% examples, 255235 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:01,329 : INFO : EPOCH 17 - PROGRESS: at 67.89% examples, 255241 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:02,341 : INFO : EPOCH 17 - PROGRESS: at 68.23% examples, 255254 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:03,376 : INFO : EPOCH 17 - PROGRESS: at 68.48% examples, 255235 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:04,378 : INFO : EPOCH 17 - PROGRESS: at 68.82% examples, 255250 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:05,431 : INFO : EPOCH 17 - PROGRESS: at 69.10% examples, 255224 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:06,458 : INFO : EPOCH 17 - PROGRESS: at 69.37% examples, 255220 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:07,534 : INFO : EPOCH 17 - PROGRESS: at 69.74% examples, 255223 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:08,605 : INFO : EPOCH 17 - PROGRESS: at 69.97% examples, 255223 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:09,692 : INFO : EPOCH 17 - PROGRESS: at 70.26% examples, 255214 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:10,696 : INFO : EPOCH 17 - PROGRESS: at 70.55% examples, 255233 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:11,709 : INFO : EPOCH 17 - PROGRESS: at 70.85% examples, 255253 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:12,725 : INFO : EPOCH 17 - PROGRESS: at 71.08% examples, 255227 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:13,746 : INFO : EPOCH 17 - PROGRESS: at 71.35% examples, 255209 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:14,798 : INFO : EPOCH 17 - PROGRESS: at 71.64% examples, 255223 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:15,809 : INFO : EPOCH 17 - PROGRESS: at 72.06% examples, 255234 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:16,834 : INFO : EPOCH 17 - PROGRESS: at 72.33% examples, 255254 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:17,882 : INFO : EPOCH 17 - PROGRESS: at 72.59% examples, 255237 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:18,889 : INFO : EPOCH 17 - PROGRESS: at 72.84% examples, 255269 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:19,900 : INFO : EPOCH 17 - PROGRESS: at 73.07% examples, 255278 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:20,952 : INFO : EPOCH 17 - PROGRESS: at 73.40% examples, 255245 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:21,987 : INFO : EPOCH 17 - PROGRESS: at 73.73% examples, 255269 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:23,010 : INFO : EPOCH 17 - PROGRESS: at 74.02% examples, 255261 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:24,061 : INFO : EPOCH 17 - PROGRESS: at 74.28% examples, 255251 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:25,069 : INFO : EPOCH 17 - PROGRESS: at 74.53% examples, 255276 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:26,095 : INFO : EPOCH 17 - PROGRESS: at 74.81% examples, 255259 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:27,172 : INFO : EPOCH 17 - PROGRESS: at 75.17% examples, 255245 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:28,172 : INFO : EPOCH 17 - PROGRESS: at 75.43% examples, 255263 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:29,192 : INFO : EPOCH 17 - PROGRESS: at 75.70% examples, 255299 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:30,239 : INFO : EPOCH 17 - PROGRESS: at 75.97% examples, 255268 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:31,242 : INFO : EPOCH 17 - PROGRESS: at 76.30% examples, 255284 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:32,245 : INFO : EPOCH 17 - PROGRESS: at 76.70% examples, 255320 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:33,324 : INFO : EPOCH 17 - PROGRESS: at 77.03% examples, 255268 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:34,325 : INFO : EPOCH 17 - PROGRESS: at 77.32% examples, 255312 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:35,339 : INFO : EPOCH 17 - PROGRESS: at 77.65% examples, 255287 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:36,356 : INFO : EPOCH 17 - PROGRESS: at 77.98% examples, 255290 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:37,357 : INFO : EPOCH 17 - PROGRESS: at 78.25% examples, 255301 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:38,361 : INFO : EPOCH 17 - PROGRESS: at 78.56% examples, 255304 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:39,387 : INFO : EPOCH 17 - PROGRESS: at 78.89% examples, 255276 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:40,395 : INFO : EPOCH 17 - PROGRESS: at 79.21% examples, 255295 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:41,406 : INFO : EPOCH 17 - PROGRESS: at 79.38% examples, 255311 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:42,413 : INFO : EPOCH 17 - PROGRESS: at 79.44% examples, 255323 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:43,451 : INFO : EPOCH 17 - PROGRESS: at 79.54% examples, 255324 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:44,456 : INFO : EPOCH 17 - PROGRESS: at 79.85% examples, 255339 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:45,470 : INFO : EPOCH 17 - PROGRESS: at 80.16% examples, 255353 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:46,486 : INFO : EPOCH 17 - PROGRESS: at 80.51% examples, 255337 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:47,520 : INFO : EPOCH 17 - PROGRESS: at 80.78% examples, 255335 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:48,534 : INFO : EPOCH 17 - PROGRESS: at 81.13% examples, 255336 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:49,535 : INFO : EPOCH 17 - PROGRESS: at 81.38% examples, 255343 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:50,548 : INFO : EPOCH 17 - PROGRESS: at 81.67% examples, 255350 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:51,574 : INFO : EPOCH 17 - PROGRESS: at 81.96% examples, 255341 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:52,586 : INFO : EPOCH 17 - PROGRESS: at 82.27% examples, 255336 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:53,595 : INFO : EPOCH 17 - PROGRESS: at 82.65% examples, 255377 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:54,632 : INFO : EPOCH 17 - PROGRESS: at 83.01% examples, 255341 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:55,653 : INFO : EPOCH 17 - PROGRESS: at 83.36% examples, 255366 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:56,671 : INFO : EPOCH 17 - PROGRESS: at 83.61% examples, 255334 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:57,711 : INFO : EPOCH 17 - PROGRESS: at 83.90% examples, 255339 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:58,712 : INFO : EPOCH 17 - PROGRESS: at 84.10% examples, 255339 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:11:59,751 : INFO : EPOCH 17 - PROGRESS: at 84.39% examples, 255341 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:00,758 : INFO : EPOCH 17 - PROGRESS: at 84.73% examples, 255361 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:01,801 : INFO : EPOCH 17 - PROGRESS: at 85.09% examples, 255350 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:02,841 : INFO : EPOCH 17 - PROGRESS: at 85.47% examples, 255343 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:03,848 : INFO : EPOCH 17 - PROGRESS: at 85.79% examples, 255371 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:04,855 : INFO : EPOCH 17 - PROGRESS: at 86.08% examples, 255372 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:05,890 : INFO : EPOCH 17 - PROGRESS: at 86.36% examples, 255344 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:06,893 : INFO : EPOCH 17 - PROGRESS: at 86.69% examples, 255336 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:07,914 : INFO : EPOCH 17 - PROGRESS: at 87.00% examples, 255371 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:08,915 : INFO : EPOCH 17 - PROGRESS: at 87.19% examples, 255371 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:09,929 : INFO : EPOCH 17 - PROGRESS: at 87.50% examples, 255321 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:10,936 : INFO : EPOCH 17 - PROGRESS: at 87.84% examples, 255345 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:11,960 : INFO : EPOCH 17 - PROGRESS: at 88.18% examples, 255338 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:12,963 : INFO : EPOCH 17 - PROGRESS: at 88.46% examples, 255334 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:13,975 : INFO : EPOCH 17 - PROGRESS: at 88.82% examples, 255342 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:14,993 : INFO : EPOCH 17 - PROGRESS: at 89.10% examples, 255342 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:16,004 : INFO : EPOCH 17 - PROGRESS: at 89.44% examples, 255359 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:17,060 : INFO : EPOCH 17 - PROGRESS: at 89.73% examples, 255323 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:18,072 : INFO : EPOCH 17 - PROGRESS: at 90.05% examples, 255343 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:19,094 : INFO : EPOCH 17 - PROGRESS: at 90.35% examples, 255343 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:20,095 : INFO : EPOCH 17 - PROGRESS: at 90.63% examples, 255351 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:21,120 : INFO : EPOCH 17 - PROGRESS: at 90.97% examples, 255340 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:22,139 : INFO : EPOCH 17 - PROGRESS: at 91.29% examples, 255334 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:23,139 : INFO : EPOCH 17 - PROGRESS: at 91.43% examples, 255363 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:24,169 : INFO : EPOCH 17 - PROGRESS: at 91.68% examples, 255346 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:25,193 : INFO : EPOCH 17 - PROGRESS: at 92.06% examples, 255327 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:26,231 : INFO : EPOCH 17 - PROGRESS: at 92.39% examples, 255343 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:27,234 : INFO : EPOCH 17 - PROGRESS: at 92.65% examples, 255336 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:28,299 : INFO : EPOCH 17 - PROGRESS: at 92.91% examples, 255319 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:29,306 : INFO : EPOCH 17 - PROGRESS: at 93.20% examples, 255350 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:30,333 : INFO : EPOCH 17 - PROGRESS: at 93.50% examples, 255331 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:31,346 : INFO : EPOCH 17 - PROGRESS: at 93.82% examples, 255339 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:32,383 : INFO : EPOCH 17 - PROGRESS: at 94.14% examples, 255330 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:33,398 : INFO : EPOCH 17 - PROGRESS: at 94.49% examples, 255333 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:34,402 : INFO : EPOCH 17 - PROGRESS: at 94.77% examples, 255336 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:35,431 : INFO : EPOCH 17 - PROGRESS: at 95.03% examples, 255316 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:36,435 : INFO : EPOCH 17 - PROGRESS: at 95.22% examples, 255339 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:37,446 : INFO : EPOCH 17 - PROGRESS: at 95.52% examples, 255326 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:38,485 : INFO : EPOCH 17 - PROGRESS: at 95.82% examples, 255328 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:39,499 : INFO : EPOCH 17 - PROGRESS: at 96.18% examples, 255334 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:40,541 : INFO : EPOCH 17 - PROGRESS: at 96.45% examples, 255309 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:41,594 : INFO : EPOCH 17 - PROGRESS: at 96.65% examples, 255324 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:42,679 : INFO : EPOCH 17 - PROGRESS: at 97.01% examples, 255321 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:43,707 : INFO : EPOCH 17 - PROGRESS: at 97.25% examples, 255331 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:44,767 : INFO : EPOCH 17 - PROGRESS: at 97.48% examples, 255326 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:45,799 : INFO : EPOCH 17 - PROGRESS: at 97.63% examples, 255346 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:46,811 : INFO : EPOCH 17 - PROGRESS: at 97.73% examples, 255355 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:47,844 : INFO : EPOCH 17 - PROGRESS: at 97.98% examples, 255346 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:48,856 : INFO : EPOCH 17 - PROGRESS: at 98.35% examples, 255363 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:49,898 : INFO : EPOCH 17 - PROGRESS: at 98.73% examples, 255346 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:50,907 : INFO : EPOCH 17 - PROGRESS: at 99.05% examples, 255346 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:51,972 : INFO : EPOCH 17 - PROGRESS: at 99.41% examples, 255338 words/s, in_qsize 6, out_qsize 1
2020-08-16 11:12:53,008 : INFO : EPOCH 17 - PROGRESS: at 99.78% examples, 255338 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:53,551 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 11:12:53,566 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 11:12:53,577 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 11:12:53,585 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 11:12:53,586 : INFO : EPOCH - 17 : training on 120798425 raw words (86545423 effective words) took 338.9s, 255372 effective words/s
2020-08-16 11:12:54,670 : INFO : EPOCH 18 - PROGRESS: at 0.25% examples, 233450 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:55,680 : INFO : EPOCH 18 - PROGRESS: at 0.44% examples, 249071 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:56,706 : INFO : EPOCH 18 - PROGRESS: at 0.65% examples, 250070 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:57,760 : INFO : EPOCH 18 - PROGRESS: at 0.87% examples, 250443 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:58,768 : INFO : EPOCH 18 - PROGRESS: at 1.26% examples, 253368 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:12:59,822 : INFO : EPOCH 18 - PROGRESS: at 1.52% examples, 252247 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:00,828 : INFO : EPOCH 18 - PROGRESS: at 1.86% examples, 254005 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:01,852 : INFO : EPOCH 18 - PROGRESS: at 2.18% examples, 253221 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:02,869 : INFO : EPOCH 18 - PROGRESS: at 2.45% examples, 253461 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:03,871 : INFO : EPOCH 18 - PROGRESS: at 2.70% examples, 254226 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:04,923 : INFO : EPOCH 18 - PROGRESS: at 3.02% examples, 253248 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:05,929 : INFO : EPOCH 18 - PROGRESS: at 3.32% examples, 254054 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:06,975 : INFO : EPOCH 18 - PROGRESS: at 3.69% examples, 253831 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:07,979 : INFO : EPOCH 18 - PROGRESS: at 4.07% examples, 254100 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:08,979 : INFO : EPOCH 18 - PROGRESS: at 4.47% examples, 254270 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:10,006 : INFO : EPOCH 18 - PROGRESS: at 4.86% examples, 254208 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:11,033 : INFO : EPOCH 18 - PROGRESS: at 5.11% examples, 254114 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:12,111 : INFO : EPOCH 18 - PROGRESS: at 5.36% examples, 254172 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:13,197 : INFO : EPOCH 18 - PROGRESS: at 5.75% examples, 254153 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:14,197 : INFO : EPOCH 18 - PROGRESS: at 6.00% examples, 254508 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:15,243 : INFO : EPOCH 18 - PROGRESS: at 6.23% examples, 254508 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:16,254 : INFO : EPOCH 18 - PROGRESS: at 6.50% examples, 254935 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:17,256 : INFO : EPOCH 18 - PROGRESS: at 6.76% examples, 255095 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:18,290 : INFO : EPOCH 18 - PROGRESS: at 7.10% examples, 254652 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:19,343 : INFO : EPOCH 18 - PROGRESS: at 7.43% examples, 254770 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:20,345 : INFO : EPOCH 18 - PROGRESS: at 7.77% examples, 255190 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:21,351 : INFO : EPOCH 18 - PROGRESS: at 8.03% examples, 254911 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:22,417 : INFO : EPOCH 18 - PROGRESS: at 8.26% examples, 254823 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:23,425 : INFO : EPOCH 18 - PROGRESS: at 8.47% examples, 255226 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:24,457 : INFO : EPOCH 18 - PROGRESS: at 8.76% examples, 254908 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:25,459 : INFO : EPOCH 18 - PROGRESS: at 9.00% examples, 255129 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:26,512 : INFO : EPOCH 18 - PROGRESS: at 9.41% examples, 255067 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:27,514 : INFO : EPOCH 18 - PROGRESS: at 9.69% examples, 255206 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:28,573 : INFO : EPOCH 18 - PROGRESS: at 9.93% examples, 255028 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:29,601 : INFO : EPOCH 18 - PROGRESS: at 10.14% examples, 255015 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:30,607 : INFO : EPOCH 18 - PROGRESS: at 10.37% examples, 255233 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:31,632 : INFO : EPOCH 18 - PROGRESS: at 10.55% examples, 255093 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:32,632 : INFO : EPOCH 18 - PROGRESS: at 10.78% examples, 255230 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:33,689 : INFO : EPOCH 18 - PROGRESS: at 11.01% examples, 255218 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:34,697 : INFO : EPOCH 18 - PROGRESS: at 11.22% examples, 255272 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:35,722 : INFO : EPOCH 18 - PROGRESS: at 11.45% examples, 255224 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:36,761 : INFO : EPOCH 18 - PROGRESS: at 11.65% examples, 255358 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:37,790 : INFO : EPOCH 18 - PROGRESS: at 11.89% examples, 255460 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:38,835 : INFO : EPOCH 18 - PROGRESS: at 12.09% examples, 255265 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:39,840 : INFO : EPOCH 18 - PROGRESS: at 12.33% examples, 255297 words/s, in_qsize 8, out_qsize 0
2020-08-16 11:13:40,860 : INFO : EPOCH 18 - PROGRESS: at 12.64% examples, 254929 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:41,893 : INFO : EPOCH 18 - PROGRESS: at 12.95% examples, 254800 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:42,894 : INFO : EPOCH 18 - PROGRESS: at 13.19% examples, 254365 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:43,941 : INFO : EPOCH 18 - PROGRESS: at 13.45% examples, 253337 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:44,942 : INFO : EPOCH 18 - PROGRESS: at 13.68% examples, 252955 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:46,046 : INFO : EPOCH 18 - PROGRESS: at 14.03% examples, 252608 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:47,122 : INFO : EPOCH 18 - PROGRESS: at 14.29% examples, 252751 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:48,124 : INFO : EPOCH 18 - PROGRESS: at 14.58% examples, 253020 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:49,160 : INFO : EPOCH 18 - PROGRESS: at 14.88% examples, 252905 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:50,227 : INFO : EPOCH 18 - PROGRESS: at 15.22% examples, 252883 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:51,239 : INFO : EPOCH 18 - PROGRESS: at 15.54% examples, 253080 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:52,248 : INFO : EPOCH 18 - PROGRESS: at 15.82% examples, 253102 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:53,293 : INFO : EPOCH 18 - PROGRESS: at 16.06% examples, 253072 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:54,302 : INFO : EPOCH 18 - PROGRESS: at 16.30% examples, 253131 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:55,306 : INFO : EPOCH 18 - PROGRESS: at 16.64% examples, 253284 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:56,316 : INFO : EPOCH 18 - PROGRESS: at 16.85% examples, 253226 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:57,322 : INFO : EPOCH 18 - PROGRESS: at 17.13% examples, 253359 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:58,324 : INFO : EPOCH 18 - PROGRESS: at 17.39% examples, 253421 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:13:59,354 : INFO : EPOCH 18 - PROGRESS: at 17.70% examples, 253343 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:00,362 : INFO : EPOCH 18 - PROGRESS: at 18.03% examples, 253470 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:01,405 : INFO : EPOCH 18 - PROGRESS: at 18.30% examples, 253426 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:02,423 : INFO : EPOCH 18 - PROGRESS: at 18.59% examples, 253365 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:03,448 : INFO : EPOCH 18 - PROGRESS: at 18.95% examples, 253469 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:04,466 : INFO : EPOCH 18 - PROGRESS: at 19.09% examples, 253700 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:05,494 : INFO : EPOCH 18 - PROGRESS: at 19.24% examples, 253980 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:06,506 : INFO : EPOCH 18 - PROGRESS: at 19.43% examples, 254224 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:07,518 : INFO : EPOCH 18 - PROGRESS: at 19.71% examples, 254237 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:08,567 : INFO : EPOCH 18 - PROGRESS: at 19.97% examples, 254119 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:09,587 : INFO : EPOCH 18 - PROGRESS: at 20.28% examples, 254263 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:10,610 : INFO : EPOCH 18 - PROGRESS: at 20.60% examples, 254170 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:11,616 : INFO : EPOCH 18 - PROGRESS: at 20.98% examples, 254226 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:12,626 : INFO : EPOCH 18 - PROGRESS: at 21.29% examples, 254184 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:13,627 : INFO : EPOCH 18 - PROGRESS: at 21.57% examples, 254341 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:14,685 : INFO : EPOCH 18 - PROGRESS: at 21.85% examples, 254213 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:15,719 : INFO : EPOCH 18 - PROGRESS: at 22.24% examples, 254327 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:16,781 : INFO : EPOCH 18 - PROGRESS: at 22.65% examples, 254192 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:17,790 : INFO : EPOCH 18 - PROGRESS: at 23.01% examples, 254277 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:18,794 : INFO : EPOCH 18 - PROGRESS: at 23.31% examples, 254252 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:19,812 : INFO : EPOCH 18 - PROGRESS: at 23.65% examples, 254232 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:20,815 : INFO : EPOCH 18 - PROGRESS: at 24.01% examples, 254318 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:21,817 : INFO : EPOCH 18 - PROGRESS: at 24.34% examples, 254361 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:22,863 : INFO : EPOCH 18 - PROGRESS: at 24.67% examples, 254269 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:23,868 : INFO : EPOCH 18 - PROGRESS: at 25.03% examples, 254302 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:24,871 : INFO : EPOCH 18 - PROGRESS: at 25.37% examples, 254349 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:25,892 : INFO : EPOCH 18 - PROGRESS: at 25.68% examples, 254275 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:26,897 : INFO : EPOCH 18 - PROGRESS: at 26.05% examples, 254352 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:27,897 : INFO : EPOCH 18 - PROGRESS: at 26.42% examples, 254383 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:28,959 : INFO : EPOCH 18 - PROGRESS: at 26.74% examples, 254332 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:29,979 : INFO : EPOCH 18 - PROGRESS: at 27.10% examples, 254332 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:30,997 : INFO : EPOCH 18 - PROGRESS: at 27.37% examples, 254392 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:32,059 : INFO : EPOCH 18 - PROGRESS: at 27.66% examples, 254335 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:33,082 : INFO : EPOCH 18 - PROGRESS: at 28.00% examples, 254437 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:34,127 : INFO : EPOCH 18 - PROGRESS: at 28.30% examples, 254326 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:35,132 : INFO : EPOCH 18 - PROGRESS: at 28.61% examples, 254354 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:36,133 : INFO : EPOCH 18 - PROGRESS: at 28.95% examples, 254371 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:37,134 : INFO : EPOCH 18 - PROGRESS: at 29.32% examples, 254454 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:38,184 : INFO : EPOCH 18 - PROGRESS: at 29.67% examples, 254367 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:39,199 : INFO : EPOCH 18 - PROGRESS: at 30.00% examples, 254438 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:40,215 : INFO : EPOCH 18 - PROGRESS: at 30.36% examples, 254434 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:41,251 : INFO : EPOCH 18 - PROGRESS: at 30.73% examples, 254435 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:42,275 : INFO : EPOCH 18 - PROGRESS: at 31.14% examples, 254538 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:43,319 : INFO : EPOCH 18 - PROGRESS: at 31.49% examples, 254563 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:44,324 : INFO : EPOCH 18 - PROGRESS: at 31.81% examples, 254544 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:45,336 : INFO : EPOCH 18 - PROGRESS: at 32.12% examples, 254549 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:46,344 : INFO : EPOCH 18 - PROGRESS: at 32.43% examples, 254581 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:47,357 : INFO : EPOCH 18 - PROGRESS: at 32.82% examples, 254592 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:48,367 : INFO : EPOCH 18 - PROGRESS: at 33.09% examples, 254553 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:49,383 : INFO : EPOCH 18 - PROGRESS: at 33.45% examples, 254540 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:50,384 : INFO : EPOCH 18 - PROGRESS: at 33.87% examples, 254624 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:51,387 : INFO : EPOCH 18 - PROGRESS: at 34.17% examples, 254544 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:52,393 : INFO : EPOCH 18 - PROGRESS: at 34.50% examples, 254523 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:53,401 : INFO : EPOCH 18 - PROGRESS: at 34.89% examples, 254600 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:54,449 : INFO : EPOCH 18 - PROGRESS: at 35.24% examples, 254586 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:55,524 : INFO : EPOCH 18 - PROGRESS: at 35.65% examples, 254633 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:56,572 : INFO : EPOCH 18 - PROGRESS: at 35.95% examples, 254669 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:57,580 : INFO : EPOCH 18 - PROGRESS: at 36.28% examples, 254671 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:58,594 : INFO : EPOCH 18 - PROGRESS: at 36.67% examples, 254740 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:14:59,666 : INFO : EPOCH 18 - PROGRESS: at 37.06% examples, 254609 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:00,673 : INFO : EPOCH 18 - PROGRESS: at 37.42% examples, 254648 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:01,676 : INFO : EPOCH 18 - PROGRESS: at 37.79% examples, 254685 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:02,703 : INFO : EPOCH 18 - PROGRESS: at 38.17% examples, 254636 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:03,733 : INFO : EPOCH 18 - PROGRESS: at 38.56% examples, 254653 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:04,757 : INFO : EPOCH 18 - PROGRESS: at 38.95% examples, 254666 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:05,814 : INFO : EPOCH 18 - PROGRESS: at 39.33% examples, 254638 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:06,851 : INFO : EPOCH 18 - PROGRESS: at 39.69% examples, 254626 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:07,881 : INFO : EPOCH 18 - PROGRESS: at 40.05% examples, 254685 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:08,891 : INFO : EPOCH 18 - PROGRESS: at 40.37% examples, 254660 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:09,956 : INFO : EPOCH 18 - PROGRESS: at 40.76% examples, 254639 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:10,962 : INFO : EPOCH 18 - PROGRESS: at 41.17% examples, 254650 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:12,045 : INFO : EPOCH 18 - PROGRESS: at 41.54% examples, 254609 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:13,051 : INFO : EPOCH 18 - PROGRESS: at 41.91% examples, 254669 words/s, in_qsize 6, out_qsize 1
2020-08-16 11:15:14,055 : INFO : EPOCH 18 - PROGRESS: at 42.27% examples, 254699 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:15,104 : INFO : EPOCH 18 - PROGRESS: at 42.63% examples, 254607 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:16,110 : INFO : EPOCH 18 - PROGRESS: at 42.96% examples, 254685 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:17,138 : INFO : EPOCH 18 - PROGRESS: at 43.23% examples, 254605 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:18,144 : INFO : EPOCH 18 - PROGRESS: at 43.55% examples, 254702 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:19,214 : INFO : EPOCH 18 - PROGRESS: at 43.83% examples, 254593 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:20,215 : INFO : EPOCH 18 - PROGRESS: at 44.15% examples, 254711 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:21,253 : INFO : EPOCH 18 - PROGRESS: at 44.46% examples, 254641 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:22,265 : INFO : EPOCH 18 - PROGRESS: at 44.81% examples, 254631 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:23,287 : INFO : EPOCH 18 - PROGRESS: at 45.05% examples, 254645 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:24,292 : INFO : EPOCH 18 - PROGRESS: at 45.31% examples, 254696 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:25,330 : INFO : EPOCH 18 - PROGRESS: at 45.66% examples, 254665 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:26,334 : INFO : EPOCH 18 - PROGRESS: at 45.96% examples, 254696 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:27,352 : INFO : EPOCH 18 - PROGRESS: at 46.24% examples, 254719 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:28,384 : INFO : EPOCH 18 - PROGRESS: at 46.52% examples, 254699 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:29,389 : INFO : EPOCH 18 - PROGRESS: at 46.89% examples, 254730 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:30,397 : INFO : EPOCH 18 - PROGRESS: at 47.19% examples, 254688 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:31,417 : INFO : EPOCH 18 - PROGRESS: at 47.56% examples, 254700 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:32,418 : INFO : EPOCH 18 - PROGRESS: at 47.89% examples, 254752 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:33,425 : INFO : EPOCH 18 - PROGRESS: at 48.25% examples, 254747 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:34,472 : INFO : EPOCH 18 - PROGRESS: at 48.65% examples, 254714 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:35,500 : INFO : EPOCH 18 - PROGRESS: at 48.98% examples, 254759 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:36,519 : INFO : EPOCH 18 - PROGRESS: at 49.22% examples, 254738 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:37,534 : INFO : EPOCH 18 - PROGRESS: at 49.60% examples, 254781 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:38,582 : INFO : EPOCH 18 - PROGRESS: at 49.91% examples, 254719 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:39,593 : INFO : EPOCH 18 - PROGRESS: at 50.18% examples, 254786 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:40,666 : INFO : EPOCH 18 - PROGRESS: at 50.45% examples, 254732 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:41,673 : INFO : EPOCH 18 - PROGRESS: at 50.65% examples, 254778 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:42,735 : INFO : EPOCH 18 - PROGRESS: at 50.94% examples, 254743 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:43,796 : INFO : EPOCH 18 - PROGRESS: at 51.28% examples, 254756 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:44,836 : INFO : EPOCH 18 - PROGRESS: at 51.62% examples, 254768 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:45,842 : INFO : EPOCH 18 - PROGRESS: at 51.91% examples, 254809 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:46,887 : INFO : EPOCH 18 - PROGRESS: at 52.26% examples, 254755 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:47,889 : INFO : EPOCH 18 - PROGRESS: at 52.51% examples, 254767 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:48,897 : INFO : EPOCH 18 - PROGRESS: at 52.83% examples, 254790 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:49,915 : INFO : EPOCH 18 - PROGRESS: at 53.21% examples, 254787 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:50,931 : INFO : EPOCH 18 - PROGRESS: at 53.55% examples, 254831 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:51,979 : INFO : EPOCH 18 - PROGRESS: at 53.78% examples, 254777 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:52,990 : INFO : EPOCH 18 - PROGRESS: at 54.08% examples, 254852 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:54,003 : INFO : EPOCH 18 - PROGRESS: at 54.34% examples, 254795 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:55,004 : INFO : EPOCH 18 - PROGRESS: at 54.65% examples, 254814 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:56,046 : INFO : EPOCH 18 - PROGRESS: at 54.96% examples, 254814 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:57,069 : INFO : EPOCH 18 - PROGRESS: at 55.15% examples, 254806 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:58,077 : INFO : EPOCH 18 - PROGRESS: at 55.49% examples, 254793 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:15:59,116 : INFO : EPOCH 18 - PROGRESS: at 55.93% examples, 254798 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:00,119 : INFO : EPOCH 18 - PROGRESS: at 56.26% examples, 254818 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:01,173 : INFO : EPOCH 18 - PROGRESS: at 56.58% examples, 254803 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:02,219 : INFO : EPOCH 18 - PROGRESS: at 56.88% examples, 254819 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:03,249 : INFO : EPOCH 18 - PROGRESS: at 57.14% examples, 254845 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:04,271 : INFO : EPOCH 18 - PROGRESS: at 57.35% examples, 254836 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:05,275 : INFO : EPOCH 18 - PROGRESS: at 57.64% examples, 254868 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:06,305 : INFO : EPOCH 18 - PROGRESS: at 57.91% examples, 254861 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:07,309 : INFO : EPOCH 18 - PROGRESS: at 58.22% examples, 254873 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:08,325 : INFO : EPOCH 18 - PROGRESS: at 58.42% examples, 254857 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:09,327 : INFO : EPOCH 18 - PROGRESS: at 58.62% examples, 254863 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:10,338 : INFO : EPOCH 18 - PROGRESS: at 58.87% examples, 254891 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:11,367 : INFO : EPOCH 18 - PROGRESS: at 59.21% examples, 254852 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:12,377 : INFO : EPOCH 18 - PROGRESS: at 59.47% examples, 254865 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:13,437 : INFO : EPOCH 18 - PROGRESS: at 59.83% examples, 254864 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:14,516 : INFO : EPOCH 18 - PROGRESS: at 60.21% examples, 254852 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:15,522 : INFO : EPOCH 18 - PROGRESS: at 60.44% examples, 254909 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:16,545 : INFO : EPOCH 18 - PROGRESS: at 60.76% examples, 254896 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:17,597 : INFO : EPOCH 18 - PROGRESS: at 61.06% examples, 254858 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:18,602 : INFO : EPOCH 18 - PROGRESS: at 61.36% examples, 254931 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:19,641 : INFO : EPOCH 18 - PROGRESS: at 61.64% examples, 254867 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:20,667 : INFO : EPOCH 18 - PROGRESS: at 61.98% examples, 254878 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:21,698 : INFO : EPOCH 18 - PROGRESS: at 62.34% examples, 254905 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:22,718 : INFO : EPOCH 18 - PROGRESS: at 62.60% examples, 254915 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:23,738 : INFO : EPOCH 18 - PROGRESS: at 62.93% examples, 254907 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:24,764 : INFO : EPOCH 18 - PROGRESS: at 63.33% examples, 254939 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:25,809 : INFO : EPOCH 18 - PROGRESS: at 63.62% examples, 254909 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:26,824 : INFO : EPOCH 18 - PROGRESS: at 63.87% examples, 254959 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:27,871 : INFO : EPOCH 18 - PROGRESS: at 64.12% examples, 254907 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:28,881 : INFO : EPOCH 18 - PROGRESS: at 64.44% examples, 254917 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:29,886 : INFO : EPOCH 18 - PROGRESS: at 64.74% examples, 254925 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:30,888 : INFO : EPOCH 18 - PROGRESS: at 64.99% examples, 254928 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:31,926 : INFO : EPOCH 18 - PROGRESS: at 65.13% examples, 254922 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:32,957 : INFO : EPOCH 18 - PROGRESS: at 65.46% examples, 254916 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:33,967 : INFO : EPOCH 18 - PROGRESS: at 65.76% examples, 254891 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:34,992 : INFO : EPOCH 18 - PROGRESS: at 66.09% examples, 254922 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:35,993 : INFO : EPOCH 18 - PROGRESS: at 66.40% examples, 254915 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:36,997 : INFO : EPOCH 18 - PROGRESS: at 66.72% examples, 254911 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:37,999 : INFO : EPOCH 18 - PROGRESS: at 67.01% examples, 254935 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:39,009 : INFO : EPOCH 18 - PROGRESS: at 67.33% examples, 254939 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:40,035 : INFO : EPOCH 18 - PROGRESS: at 67.72% examples, 254933 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:41,039 : INFO : EPOCH 18 - PROGRESS: at 68.04% examples, 254920 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:42,076 : INFO : EPOCH 18 - PROGRESS: at 68.39% examples, 254895 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:43,108 : INFO : EPOCH 18 - PROGRESS: at 68.67% examples, 254916 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:44,112 : INFO : EPOCH 18 - PROGRESS: at 68.97% examples, 254940 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:45,127 : INFO : EPOCH 18 - PROGRESS: at 69.21% examples, 254911 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:46,137 : INFO : EPOCH 18 - PROGRESS: at 69.57% examples, 254950 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:47,172 : INFO : EPOCH 18 - PROGRESS: at 69.83% examples, 254903 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:48,234 : INFO : EPOCH 18 - PROGRESS: at 70.07% examples, 254914 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:49,240 : INFO : EPOCH 18 - PROGRESS: at 70.34% examples, 254890 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:50,240 : INFO : EPOCH 18 - PROGRESS: at 70.67% examples, 254964 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:51,242 : INFO : EPOCH 18 - PROGRESS: at 70.94% examples, 254920 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:52,275 : INFO : EPOCH 18 - PROGRESS: at 71.21% examples, 254895 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:53,294 : INFO : EPOCH 18 - PROGRESS: at 71.46% examples, 254921 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:54,348 : INFO : EPOCH 18 - PROGRESS: at 71.77% examples, 254899 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:55,352 : INFO : EPOCH 18 - PROGRESS: at 72.15% examples, 254929 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:56,356 : INFO : EPOCH 18 - PROGRESS: at 72.43% examples, 254929 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:57,371 : INFO : EPOCH 18 - PROGRESS: at 72.63% examples, 254926 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:58,390 : INFO : EPOCH 18 - PROGRESS: at 72.88% examples, 254903 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:16:59,399 : INFO : EPOCH 18 - PROGRESS: at 73.11% examples, 254868 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:00,466 : INFO : EPOCH 18 - PROGRESS: at 73.47% examples, 254824 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:01,482 : INFO : EPOCH 18 - PROGRESS: at 73.74% examples, 254817 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:02,503 : INFO : EPOCH 18 - PROGRESS: at 74.04% examples, 254753 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:03,509 : INFO : EPOCH 18 - PROGRESS: at 74.25% examples, 254573 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:04,515 : INFO : EPOCH 18 - PROGRESS: at 74.47% examples, 254382 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:05,524 : INFO : EPOCH 18 - PROGRESS: at 74.71% examples, 254392 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:06,548 : INFO : EPOCH 18 - PROGRESS: at 75.03% examples, 254394 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:07,630 : INFO : EPOCH 18 - PROGRESS: at 75.31% examples, 254363 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:08,644 : INFO : EPOCH 18 - PROGRESS: at 75.62% examples, 254418 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:09,699 : INFO : EPOCH 18 - PROGRESS: at 75.89% examples, 254397 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:10,705 : INFO : EPOCH 18 - PROGRESS: at 76.18% examples, 254409 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:11,706 : INFO : EPOCH 18 - PROGRESS: at 76.57% examples, 254430 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:12,765 : INFO : EPOCH 18 - PROGRESS: at 76.94% examples, 254411 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:13,779 : INFO : EPOCH 18 - PROGRESS: at 77.21% examples, 254437 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:14,805 : INFO : EPOCH 18 - PROGRESS: at 77.55% examples, 254423 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:15,840 : INFO : EPOCH 18 - PROGRESS: at 77.89% examples, 254416 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:16,862 : INFO : EPOCH 18 - PROGRESS: at 78.14% examples, 254435 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:17,875 : INFO : EPOCH 18 - PROGRESS: at 78.45% examples, 254430 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:18,900 : INFO : EPOCH 18 - PROGRESS: at 78.81% examples, 254423 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:19,915 : INFO : EPOCH 18 - PROGRESS: at 79.13% examples, 254431 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:20,948 : INFO : EPOCH 18 - PROGRESS: at 79.35% examples, 254424 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:21,966 : INFO : EPOCH 18 - PROGRESS: at 79.42% examples, 254422 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:22,999 : INFO : EPOCH 18 - PROGRESS: at 79.50% examples, 254464 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:24,010 : INFO : EPOCH 18 - PROGRESS: at 79.75% examples, 254477 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:25,057 : INFO : EPOCH 18 - PROGRESS: at 80.07% examples, 254469 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:26,087 : INFO : EPOCH 18 - PROGRESS: at 80.43% examples, 254492 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:27,135 : INFO : EPOCH 18 - PROGRESS: at 80.71% examples, 254479 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:28,153 : INFO : EPOCH 18 - PROGRESS: at 81.05% examples, 254479 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:29,163 : INFO : EPOCH 18 - PROGRESS: at 81.31% examples, 254485 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:30,169 : INFO : EPOCH 18 - PROGRESS: at 81.63% examples, 254495 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:31,199 : INFO : EPOCH 18 - PROGRESS: at 81.93% examples, 254495 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:32,209 : INFO : EPOCH 18 - PROGRESS: at 82.19% examples, 254484 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:33,217 : INFO : EPOCH 18 - PROGRESS: at 82.58% examples, 254511 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:34,253 : INFO : EPOCH 18 - PROGRESS: at 82.95% examples, 254497 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:35,284 : INFO : EPOCH 18 - PROGRESS: at 83.29% examples, 254520 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:36,296 : INFO : EPOCH 18 - PROGRESS: at 83.57% examples, 254505 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:37,341 : INFO : EPOCH 18 - PROGRESS: at 83.85% examples, 254503 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:38,353 : INFO : EPOCH 18 - PROGRESS: at 84.07% examples, 254537 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:39,362 : INFO : EPOCH 18 - PROGRESS: at 84.32% examples, 254526 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:40,374 : INFO : EPOCH 18 - PROGRESS: at 84.67% examples, 254531 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:41,417 : INFO : EPOCH 18 - PROGRESS: at 84.99% examples, 254531 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:42,436 : INFO : EPOCH 18 - PROGRESS: at 85.38% examples, 254530 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:43,459 : INFO : EPOCH 18 - PROGRESS: at 85.73% examples, 254553 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:44,488 : INFO : EPOCH 18 - PROGRESS: at 86.02% examples, 254545 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:45,502 : INFO : EPOCH 18 - PROGRESS: at 86.29% examples, 254539 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:46,519 : INFO : EPOCH 18 - PROGRESS: at 86.63% examples, 254520 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:47,527 : INFO : EPOCH 18 - PROGRESS: at 86.90% examples, 254545 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:48,531 : INFO : EPOCH 18 - PROGRESS: at 87.14% examples, 254543 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:49,538 : INFO : EPOCH 18 - PROGRESS: at 87.42% examples, 254531 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:50,558 : INFO : EPOCH 18 - PROGRESS: at 87.76% examples, 254544 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:51,571 : INFO : EPOCH 18 - PROGRESS: at 88.11% examples, 254546 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:52,586 : INFO : EPOCH 18 - PROGRESS: at 88.38% examples, 254539 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:53,604 : INFO : EPOCH 18 - PROGRESS: at 88.73% examples, 254545 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:54,621 : INFO : EPOCH 18 - PROGRESS: at 89.04% examples, 254547 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:55,633 : INFO : EPOCH 18 - PROGRESS: at 89.39% examples, 254561 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:56,678 : INFO : EPOCH 18 - PROGRESS: at 89.65% examples, 254540 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:57,687 : INFO : EPOCH 18 - PROGRESS: at 89.95% examples, 254546 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:58,731 : INFO : EPOCH 18 - PROGRESS: at 90.31% examples, 254548 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:17:59,762 : INFO : EPOCH 18 - PROGRESS: at 90.58% examples, 254556 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:00,788 : INFO : EPOCH 18 - PROGRESS: at 90.89% examples, 254551 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:01,817 : INFO : EPOCH 18 - PROGRESS: at 91.24% examples, 254564 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:02,821 : INFO : EPOCH 18 - PROGRESS: at 91.42% examples, 254563 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:03,825 : INFO : EPOCH 18 - PROGRESS: at 91.59% examples, 254553 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:04,843 : INFO : EPOCH 18 - PROGRESS: at 91.98% examples, 254549 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:05,850 : INFO : EPOCH 18 - PROGRESS: at 92.32% examples, 254567 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:06,859 : INFO : EPOCH 18 - PROGRESS: at 92.61% examples, 254566 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:07,896 : INFO : EPOCH 18 - PROGRESS: at 92.85% examples, 254554 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:08,911 : INFO : EPOCH 18 - PROGRESS: at 93.14% examples, 254547 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:09,945 : INFO : EPOCH 18 - PROGRESS: at 93.42% examples, 254565 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:10,980 : INFO : EPOCH 18 - PROGRESS: at 93.74% examples, 254555 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:12,030 : INFO : EPOCH 18 - PROGRESS: at 94.09% examples, 254562 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:13,050 : INFO : EPOCH 18 - PROGRESS: at 94.39% examples, 254565 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:14,076 : INFO : EPOCH 18 - PROGRESS: at 94.73% examples, 254568 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:15,103 : INFO : EPOCH 18 - PROGRESS: at 95.00% examples, 254570 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:16,108 : INFO : EPOCH 18 - PROGRESS: at 95.18% examples, 254589 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:17,139 : INFO : EPOCH 18 - PROGRESS: at 95.46% examples, 254580 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:18,149 : INFO : EPOCH 18 - PROGRESS: at 95.78% examples, 254583 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:19,170 : INFO : EPOCH 18 - PROGRESS: at 96.09% examples, 254585 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:20,176 : INFO : EPOCH 18 - PROGRESS: at 96.41% examples, 254561 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:21,183 : INFO : EPOCH 18 - PROGRESS: at 96.58% examples, 254599 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:22,225 : INFO : EPOCH 18 - PROGRESS: at 96.91% examples, 254574 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:23,229 : INFO : EPOCH 18 - PROGRESS: at 97.17% examples, 254600 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:24,241 : INFO : EPOCH 18 - PROGRESS: at 97.42% examples, 254611 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:25,279 : INFO : EPOCH 18 - PROGRESS: at 97.60% examples, 254575 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:26,292 : INFO : EPOCH 18 - PROGRESS: at 97.67% examples, 254581 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:27,297 : INFO : EPOCH 18 - PROGRESS: at 97.84% examples, 254593 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:28,300 : INFO : EPOCH 18 - PROGRESS: at 98.18% examples, 254607 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:29,307 : INFO : EPOCH 18 - PROGRESS: at 98.55% examples, 254621 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:30,345 : INFO : EPOCH 18 - PROGRESS: at 98.91% examples, 254599 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:31,362 : INFO : EPOCH 18 - PROGRESS: at 99.22% examples, 254587 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:32,417 : INFO : EPOCH 18 - PROGRESS: at 99.61% examples, 254593 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:33,448 : INFO : EPOCH 18 - PROGRESS: at 99.98% examples, 254597 words/s, in_qsize 3, out_qsize 1
2020-08-16 11:18:33,450 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 11:18:33,459 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 11:18:33,483 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 11:18:33,495 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 11:18:33,496 : INFO : EPOCH - 18 : training on 120798425 raw words (86546888 effective words) took 339.9s, 254621 effective words/s
2020-08-16 11:18:34,502 : INFO : EPOCH 19 - PROGRESS: at 0.25% examples, 244637 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:35,544 : INFO : EPOCH 19 - PROGRESS: at 0.42% examples, 244173 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:36,593 : INFO : EPOCH 19 - PROGRESS: at 0.63% examples, 247693 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:37,601 : INFO : EPOCH 19 - PROGRESS: at 0.85% examples, 249685 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:38,667 : INFO : EPOCH 19 - PROGRESS: at 1.23% examples, 250027 words/s, in_qsize 6, out_qsize 1
2020-08-16 11:18:39,675 : INFO : EPOCH 19 - PROGRESS: at 1.50% examples, 251368 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:40,729 : INFO : EPOCH 19 - PROGRESS: at 1.82% examples, 251524 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:41,761 : INFO : EPOCH 19 - PROGRESS: at 2.17% examples, 252490 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:42,773 : INFO : EPOCH 19 - PROGRESS: at 2.44% examples, 253032 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:43,777 : INFO : EPOCH 19 - PROGRESS: at 2.68% examples, 253207 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:44,787 : INFO : EPOCH 19 - PROGRESS: at 2.99% examples, 253133 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:45,846 : INFO : EPOCH 19 - PROGRESS: at 3.31% examples, 252889 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:46,860 : INFO : EPOCH 19 - PROGRESS: at 3.66% examples, 253264 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:47,878 : INFO : EPOCH 19 - PROGRESS: at 4.04% examples, 253388 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:48,883 : INFO : EPOCH 19 - PROGRESS: at 4.45% examples, 253529 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:49,907 : INFO : EPOCH 19 - PROGRESS: at 4.84% examples, 253523 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:50,907 : INFO : EPOCH 19 - PROGRESS: at 5.10% examples, 253514 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:51,946 : INFO : EPOCH 19 - PROGRESS: at 5.34% examples, 253738 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:52,953 : INFO : EPOCH 19 - PROGRESS: at 5.69% examples, 253686 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:53,966 : INFO : EPOCH 19 - PROGRESS: at 5.96% examples, 253713 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:54,990 : INFO : EPOCH 19 - PROGRESS: at 6.19% examples, 253827 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:56,020 : INFO : EPOCH 19 - PROGRESS: at 6.44% examples, 254092 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:57,067 : INFO : EPOCH 19 - PROGRESS: at 6.70% examples, 254151 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:58,098 : INFO : EPOCH 19 - PROGRESS: at 7.05% examples, 254314 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:18:59,108 : INFO : EPOCH 19 - PROGRESS: at 7.36% examples, 254120 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:00,110 : INFO : EPOCH 19 - PROGRESS: at 7.71% examples, 254527 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:01,137 : INFO : EPOCH 19 - PROGRESS: at 7.97% examples, 254160 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:02,191 : INFO : EPOCH 19 - PROGRESS: at 8.21% examples, 254182 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:03,199 : INFO : EPOCH 19 - PROGRESS: at 8.40% examples, 254476 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:04,245 : INFO : EPOCH 19 - PROGRESS: at 8.69% examples, 254121 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:05,248 : INFO : EPOCH 19 - PROGRESS: at 8.92% examples, 254340 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:06,322 : INFO : EPOCH 19 - PROGRESS: at 9.32% examples, 254168 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:07,333 : INFO : EPOCH 19 - PROGRESS: at 9.65% examples, 254533 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:08,376 : INFO : EPOCH 19 - PROGRESS: at 9.87% examples, 254197 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:09,397 : INFO : EPOCH 19 - PROGRESS: at 10.10% examples, 254250 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:10,406 : INFO : EPOCH 19 - PROGRESS: at 10.31% examples, 254290 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:11,443 : INFO : EPOCH 19 - PROGRESS: at 10.51% examples, 254285 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:12,451 : INFO : EPOCH 19 - PROGRESS: at 10.74% examples, 254571 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:13,512 : INFO : EPOCH 19 - PROGRESS: at 10.97% examples, 254355 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:14,515 : INFO : EPOCH 19 - PROGRESS: at 11.17% examples, 254411 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:15,540 : INFO : EPOCH 19 - PROGRESS: at 11.39% examples, 254473 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:16,545 : INFO : EPOCH 19 - PROGRESS: at 11.61% examples, 254617 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:17,563 : INFO : EPOCH 19 - PROGRESS: at 11.83% examples, 254584 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:18,626 : INFO : EPOCH 19 - PROGRESS: at 12.04% examples, 254607 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:19,689 : INFO : EPOCH 19 - PROGRESS: at 12.28% examples, 254647 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:20,690 : INFO : EPOCH 19 - PROGRESS: at 12.60% examples, 254790 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:21,725 : INFO : EPOCH 19 - PROGRESS: at 12.92% examples, 254640 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:22,811 : INFO : EPOCH 19 - PROGRESS: at 13.21% examples, 254621 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:23,897 : INFO : EPOCH 19 - PROGRESS: at 13.52% examples, 254507 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:24,954 : INFO : EPOCH 19 - PROGRESS: at 13.81% examples, 254618 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:26,023 : INFO : EPOCH 19 - PROGRESS: at 14.11% examples, 254505 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:27,084 : INFO : EPOCH 19 - PROGRESS: at 14.41% examples, 254576 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:28,092 : INFO : EPOCH 19 - PROGRESS: at 14.72% examples, 254642 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:29,114 : INFO : EPOCH 19 - PROGRESS: at 15.00% examples, 254603 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:30,131 : INFO : EPOCH 19 - PROGRESS: at 15.35% examples, 254703 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:31,165 : INFO : EPOCH 19 - PROGRESS: at 15.62% examples, 254633 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:32,175 : INFO : EPOCH 19 - PROGRESS: at 15.88% examples, 254624 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:33,182 : INFO : EPOCH 19 - PROGRESS: at 16.11% examples, 254626 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:34,195 : INFO : EPOCH 19 - PROGRESS: at 16.40% examples, 254708 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:35,207 : INFO : EPOCH 19 - PROGRESS: at 16.71% examples, 254682 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:36,223 : INFO : EPOCH 19 - PROGRESS: at 16.93% examples, 254720 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:37,247 : INFO : EPOCH 19 - PROGRESS: at 17.24% examples, 254695 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:38,289 : INFO : EPOCH 19 - PROGRESS: at 17.52% examples, 254624 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:39,309 : INFO : EPOCH 19 - PROGRESS: at 17.84% examples, 254756 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:40,315 : INFO : EPOCH 19 - PROGRESS: at 18.14% examples, 254715 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:41,326 : INFO : EPOCH 19 - PROGRESS: at 18.42% examples, 254731 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:42,331 : INFO : EPOCH 19 - PROGRESS: at 18.71% examples, 254695 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:43,347 : INFO : EPOCH 19 - PROGRESS: at 18.99% examples, 254721 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:44,373 : INFO : EPOCH 19 - PROGRESS: at 19.14% examples, 254911 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:45,400 : INFO : EPOCH 19 - PROGRESS: at 19.28% examples, 255160 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:46,404 : INFO : EPOCH 19 - PROGRESS: at 19.52% examples, 255149 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:47,428 : INFO : EPOCH 19 - PROGRESS: at 19.78% examples, 255079 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:48,430 : INFO : EPOCH 19 - PROGRESS: at 20.06% examples, 255204 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:49,437 : INFO : EPOCH 19 - PROGRESS: at 20.34% examples, 255193 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:50,450 : INFO : EPOCH 19 - PROGRESS: at 20.68% examples, 255120 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:51,463 : INFO : EPOCH 19 - PROGRESS: at 21.05% examples, 255147 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:52,510 : INFO : EPOCH 19 - PROGRESS: at 21.38% examples, 255028 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:53,514 : INFO : EPOCH 19 - PROGRESS: at 21.62% examples, 255086 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:54,555 : INFO : EPOCH 19 - PROGRESS: at 21.92% examples, 255020 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:55,563 : INFO : EPOCH 19 - PROGRESS: at 22.31% examples, 255106 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:56,600 : INFO : EPOCH 19 - PROGRESS: at 22.72% examples, 255030 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:57,619 : INFO : EPOCH 19 - PROGRESS: at 23.06% examples, 254982 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:58,668 : INFO : EPOCH 19 - PROGRESS: at 23.42% examples, 254985 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:19:59,684 : INFO : EPOCH 19 - PROGRESS: at 23.73% examples, 254963 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:00,692 : INFO : EPOCH 19 - PROGRESS: at 24.07% examples, 254943 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:01,699 : INFO : EPOCH 19 - PROGRESS: at 24.39% examples, 254968 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:02,703 : INFO : EPOCH 19 - PROGRESS: at 24.74% examples, 255001 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:03,721 : INFO : EPOCH 19 - PROGRESS: at 25.09% examples, 254981 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:04,745 : INFO : EPOCH 19 - PROGRESS: at 25.44% examples, 254954 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:05,746 : INFO : EPOCH 19 - PROGRESS: at 25.74% examples, 254941 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:06,751 : INFO : EPOCH 19 - PROGRESS: at 26.11% examples, 254934 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:07,755 : INFO : EPOCH 19 - PROGRESS: at 26.47% examples, 254961 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:08,789 : INFO : EPOCH 19 - PROGRESS: at 26.80% examples, 254894 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:09,810 : INFO : EPOCH 19 - PROGRESS: at 27.10% examples, 254838 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:10,814 : INFO : EPOCH 19 - PROGRESS: at 27.41% examples, 254900 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:11,882 : INFO : EPOCH 19 - PROGRESS: at 27.68% examples, 254830 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:12,906 : INFO : EPOCH 19 - PROGRESS: at 28.04% examples, 254922 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:13,954 : INFO : EPOCH 19 - PROGRESS: at 28.32% examples, 254811 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:14,962 : INFO : EPOCH 19 - PROGRESS: at 28.65% examples, 254820 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:15,964 : INFO : EPOCH 19 - PROGRESS: at 28.99% examples, 254827 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:16,966 : INFO : EPOCH 19 - PROGRESS: at 29.37% examples, 254896 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:17,998 : INFO : EPOCH 19 - PROGRESS: at 29.70% examples, 254792 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:19,009 : INFO : EPOCH 19 - PROGRESS: at 30.01% examples, 254733 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:20,015 : INFO : EPOCH 19 - PROGRESS: at 30.36% examples, 254685 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:21,023 : INFO : EPOCH 19 - PROGRESS: at 30.69% examples, 254556 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:22,057 : INFO : EPOCH 19 - PROGRESS: at 31.09% examples, 254582 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:23,070 : INFO : EPOCH 19 - PROGRESS: at 31.43% examples, 254296 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:24,093 : INFO : EPOCH 19 - PROGRESS: at 31.63% examples, 253893 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:25,110 : INFO : EPOCH 19 - PROGRESS: at 31.96% examples, 253696 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:26,135 : INFO : EPOCH 19 - PROGRESS: at 32.27% examples, 253661 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:27,170 : INFO : EPOCH 19 - PROGRESS: at 32.64% examples, 253694 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:28,172 : INFO : EPOCH 19 - PROGRESS: at 32.96% examples, 253684 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:29,181 : INFO : EPOCH 19 - PROGRESS: at 33.27% examples, 253753 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:30,235 : INFO : EPOCH 19 - PROGRESS: at 33.68% examples, 253666 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:31,266 : INFO : EPOCH 19 - PROGRESS: at 34.05% examples, 253748 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:32,268 : INFO : EPOCH 19 - PROGRESS: at 34.38% examples, 253745 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:33,275 : INFO : EPOCH 19 - PROGRESS: at 34.70% examples, 253675 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:34,290 : INFO : EPOCH 19 - PROGRESS: at 35.08% examples, 253759 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:35,315 : INFO : EPOCH 19 - PROGRESS: at 35.46% examples, 253782 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:36,344 : INFO : EPOCH 19 - PROGRESS: at 35.78% examples, 253820 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:37,353 : INFO : EPOCH 19 - PROGRESS: at 36.10% examples, 253830 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:38,354 : INFO : EPOCH 19 - PROGRESS: at 36.46% examples, 253849 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:39,395 : INFO : EPOCH 19 - PROGRESS: at 36.84% examples, 253805 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:40,413 : INFO : EPOCH 19 - PROGRESS: at 37.23% examples, 253780 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:41,437 : INFO : EPOCH 19 - PROGRESS: at 37.59% examples, 253816 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:42,445 : INFO : EPOCH 19 - PROGRESS: at 37.94% examples, 253831 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:43,453 : INFO : EPOCH 19 - PROGRESS: at 38.34% examples, 253840 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:44,493 : INFO : EPOCH 19 - PROGRESS: at 38.73% examples, 253842 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:45,506 : INFO : EPOCH 19 - PROGRESS: at 39.10% examples, 253834 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:46,535 : INFO : EPOCH 19 - PROGRESS: at 39.48% examples, 253863 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:47,541 : INFO : EPOCH 19 - PROGRESS: at 39.82% examples, 253860 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:48,551 : INFO : EPOCH 19 - PROGRESS: at 40.14% examples, 253848 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:49,567 : INFO : EPOCH 19 - PROGRESS: at 40.50% examples, 253826 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:50,635 : INFO : EPOCH 19 - PROGRESS: at 40.88% examples, 253807 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:51,642 : INFO : EPOCH 19 - PROGRESS: at 41.29% examples, 253828 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:52,643 : INFO : EPOCH 19 - PROGRESS: at 41.65% examples, 253885 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:53,720 : INFO : EPOCH 19 - PROGRESS: at 42.02% examples, 253786 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:54,724 : INFO : EPOCH 19 - PROGRESS: at 42.38% examples, 253860 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:55,787 : INFO : EPOCH 19 - PROGRESS: at 42.71% examples, 253792 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:56,801 : INFO : EPOCH 19 - PROGRESS: at 43.05% examples, 253866 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:57,820 : INFO : EPOCH 19 - PROGRESS: at 43.32% examples, 253804 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:58,835 : INFO : EPOCH 19 - PROGRESS: at 43.64% examples, 253888 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:20:59,912 : INFO : EPOCH 19 - PROGRESS: at 43.92% examples, 253787 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:00,977 : INFO : EPOCH 19 - PROGRESS: at 44.25% examples, 253830 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:01,986 : INFO : EPOCH 19 - PROGRESS: at 44.58% examples, 253824 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:02,990 : INFO : EPOCH 19 - PROGRESS: at 44.91% examples, 253868 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:03,999 : INFO : EPOCH 19 - PROGRESS: at 45.14% examples, 253897 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:05,017 : INFO : EPOCH 19 - PROGRESS: at 45.41% examples, 253887 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:06,029 : INFO : EPOCH 19 - PROGRESS: at 45.74% examples, 253893 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:07,053 : INFO : EPOCH 19 - PROGRESS: at 46.06% examples, 253884 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:08,078 : INFO : EPOCH 19 - PROGRESS: at 46.30% examples, 253900 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:09,101 : INFO : EPOCH 19 - PROGRESS: at 46.66% examples, 253895 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:10,113 : INFO : EPOCH 19 - PROGRESS: at 46.98% examples, 253922 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:11,114 : INFO : EPOCH 19 - PROGRESS: at 47.29% examples, 253896 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:12,139 : INFO : EPOCH 19 - PROGRESS: at 47.68% examples, 253910 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:13,141 : INFO : EPOCH 19 - PROGRESS: at 47.99% examples, 253933 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:14,155 : INFO : EPOCH 19 - PROGRESS: at 48.38% examples, 253959 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:15,206 : INFO : EPOCH 19 - PROGRESS: at 48.71% examples, 253915 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:16,239 : INFO : EPOCH 19 - PROGRESS: at 49.06% examples, 253948 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:17,245 : INFO : EPOCH 19 - PROGRESS: at 49.34% examples, 253923 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:18,260 : INFO : EPOCH 19 - PROGRESS: at 49.64% examples, 254000 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:19,261 : INFO : EPOCH 19 - PROGRESS: at 49.97% examples, 253993 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:20,332 : INFO : EPOCH 19 - PROGRESS: at 50.26% examples, 253933 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:21,352 : INFO : EPOCH 19 - PROGRESS: at 50.51% examples, 253951 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:22,356 : INFO : EPOCH 19 - PROGRESS: at 50.75% examples, 253973 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:23,373 : INFO : EPOCH 19 - PROGRESS: at 51.00% examples, 253981 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:24,395 : INFO : EPOCH 19 - PROGRESS: at 51.34% examples, 253985 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:25,416 : INFO : EPOCH 19 - PROGRESS: at 51.65% examples, 253959 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:26,448 : INFO : EPOCH 19 - PROGRESS: at 51.97% examples, 253971 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:27,450 : INFO : EPOCH 19 - PROGRESS: at 52.31% examples, 253990 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:28,474 : INFO : EPOCH 19 - PROGRESS: at 52.53% examples, 253977 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:29,476 : INFO : EPOCH 19 - PROGRESS: at 52.87% examples, 253966 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:30,483 : INFO : EPOCH 19 - PROGRESS: at 53.24% examples, 253980 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:31,505 : INFO : EPOCH 19 - PROGRESS: at 53.58% examples, 253990 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:32,505 : INFO : EPOCH 19 - PROGRESS: at 53.80% examples, 254004 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:33,534 : INFO : EPOCH 19 - PROGRESS: at 54.09% examples, 253980 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:34,548 : INFO : EPOCH 19 - PROGRESS: at 54.36% examples, 254000 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:35,550 : INFO : EPOCH 19 - PROGRESS: at 54.66% examples, 253991 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:36,584 : INFO : EPOCH 19 - PROGRESS: at 54.97% examples, 253962 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:37,595 : INFO : EPOCH 19 - PROGRESS: at 55.16% examples, 253976 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:38,630 : INFO : EPOCH 19 - PROGRESS: at 55.51% examples, 254002 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:39,644 : INFO : EPOCH 19 - PROGRESS: at 55.94% examples, 254015 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:40,679 : INFO : EPOCH 19 - PROGRESS: at 56.28% examples, 253995 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:41,681 : INFO : EPOCH 19 - PROGRESS: at 56.58% examples, 253977 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:42,681 : INFO : EPOCH 19 - PROGRESS: at 56.88% examples, 254021 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:43,687 : INFO : EPOCH 19 - PROGRESS: at 57.12% examples, 254018 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:44,717 : INFO : EPOCH 19 - PROGRESS: at 57.35% examples, 254032 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:45,732 : INFO : EPOCH 19 - PROGRESS: at 57.61% examples, 254019 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:46,736 : INFO : EPOCH 19 - PROGRESS: at 57.89% examples, 254055 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:47,739 : INFO : EPOCH 19 - PROGRESS: at 58.19% examples, 254075 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:48,748 : INFO : EPOCH 19 - PROGRESS: at 58.41% examples, 254064 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:49,774 : INFO : EPOCH 19 - PROGRESS: at 58.59% examples, 254042 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:50,788 : INFO : EPOCH 19 - PROGRESS: at 58.84% examples, 254041 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:51,792 : INFO : EPOCH 19 - PROGRESS: at 59.16% examples, 254033 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:52,797 : INFO : EPOCH 19 - PROGRESS: at 59.44% examples, 254054 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:53,803 : INFO : EPOCH 19 - PROGRESS: at 59.79% examples, 254091 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:54,821 : INFO : EPOCH 19 - PROGRESS: at 60.13% examples, 254048 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:55,825 : INFO : EPOCH 19 - PROGRESS: at 60.38% examples, 254088 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:56,844 : INFO : EPOCH 19 - PROGRESS: at 60.68% examples, 254083 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:57,846 : INFO : EPOCH 19 - PROGRESS: at 60.99% examples, 254074 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:58,909 : INFO : EPOCH 19 - PROGRESS: at 61.27% examples, 254053 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:21:59,910 : INFO : EPOCH 19 - PROGRESS: at 61.59% examples, 254094 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:00,913 : INFO : EPOCH 19 - PROGRESS: at 61.88% examples, 254108 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:01,914 : INFO : EPOCH 19 - PROGRESS: at 62.23% examples, 254101 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:02,991 : INFO : EPOCH 19 - PROGRESS: at 62.54% examples, 254065 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:04,009 : INFO : EPOCH 19 - PROGRESS: at 62.84% examples, 254121 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:05,030 : INFO : EPOCH 19 - PROGRESS: at 63.21% examples, 254095 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:06,066 : INFO : EPOCH 19 - PROGRESS: at 63.52% examples, 254097 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:07,100 : INFO : EPOCH 19 - PROGRESS: at 63.78% examples, 254115 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:08,120 : INFO : EPOCH 19 - PROGRESS: at 64.03% examples, 254075 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:09,125 : INFO : EPOCH 19 - PROGRESS: at 64.31% examples, 254076 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:10,131 : INFO : EPOCH 19 - PROGRESS: at 64.64% examples, 254090 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:11,150 : INFO : EPOCH 19 - PROGRESS: at 64.95% examples, 254091 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:12,183 : INFO : EPOCH 19 - PROGRESS: at 65.06% examples, 254100 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:13,186 : INFO : EPOCH 19 - PROGRESS: at 65.32% examples, 254072 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:14,237 : INFO : EPOCH 19 - PROGRESS: at 65.65% examples, 254074 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:15,248 : INFO : EPOCH 19 - PROGRESS: at 65.97% examples, 254105 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:16,267 : INFO : EPOCH 19 - PROGRESS: at 66.31% examples, 254096 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:17,271 : INFO : EPOCH 19 - PROGRESS: at 66.62% examples, 254098 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:18,272 : INFO : EPOCH 19 - PROGRESS: at 66.92% examples, 254097 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:19,273 : INFO : EPOCH 19 - PROGRESS: at 67.23% examples, 254090 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:20,282 : INFO : EPOCH 19 - PROGRESS: at 67.59% examples, 254102 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:21,287 : INFO : EPOCH 19 - PROGRESS: at 67.93% examples, 254125 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:22,299 : INFO : EPOCH 19 - PROGRESS: at 68.28% examples, 254121 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:23,321 : INFO : EPOCH 19 - PROGRESS: at 68.51% examples, 254094 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:24,347 : INFO : EPOCH 19 - PROGRESS: at 68.86% examples, 254087 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:25,383 : INFO : EPOCH 19 - PROGRESS: at 69.13% examples, 254084 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:26,420 : INFO : EPOCH 19 - PROGRESS: at 69.40% examples, 254077 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:27,433 : INFO : EPOCH 19 - PROGRESS: at 69.76% examples, 254123 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:28,484 : INFO : EPOCH 19 - PROGRESS: at 69.98% examples, 254067 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:29,575 : INFO : EPOCH 19 - PROGRESS: at 70.26% examples, 254057 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:30,583 : INFO : EPOCH 19 - PROGRESS: at 70.55% examples, 254078 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:31,596 : INFO : EPOCH 19 - PROGRESS: at 70.85% examples, 254104 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:32,618 : INFO : EPOCH 19 - PROGRESS: at 71.08% examples, 254075 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:33,640 : INFO : EPOCH 19 - PROGRESS: at 71.35% examples, 254061 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:34,699 : INFO : EPOCH 19 - PROGRESS: at 71.64% examples, 254072 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:35,709 : INFO : EPOCH 19 - PROGRESS: at 72.06% examples, 254087 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:36,730 : INFO : EPOCH 19 - PROGRESS: at 72.33% examples, 254116 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:37,734 : INFO : EPOCH 19 - PROGRESS: at 72.59% examples, 254120 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:38,780 : INFO : EPOCH 19 - PROGRESS: at 72.83% examples, 254090 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:39,784 : INFO : EPOCH 19 - PROGRESS: at 73.06% examples, 254108 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:40,831 : INFO : EPOCH 19 - PROGRESS: at 73.39% examples, 254114 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:41,843 : INFO : EPOCH 19 - PROGRESS: at 73.72% examples, 254109 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:42,905 : INFO : EPOCH 19 - PROGRESS: at 74.01% examples, 254093 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:43,914 : INFO : EPOCH 19 - PROGRESS: at 74.26% examples, 254078 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:44,919 : INFO : EPOCH 19 - PROGRESS: at 74.52% examples, 254111 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:45,974 : INFO : EPOCH 19 - PROGRESS: at 74.78% examples, 254084 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:47,025 : INFO : EPOCH 19 - PROGRESS: at 75.11% examples, 254085 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:48,028 : INFO : EPOCH 19 - PROGRESS: at 75.38% examples, 254078 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:49,043 : INFO : EPOCH 19 - PROGRESS: at 75.67% examples, 254109 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:50,052 : INFO : EPOCH 19 - PROGRESS: at 75.93% examples, 254138 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:51,090 : INFO : EPOCH 19 - PROGRESS: at 76.26% examples, 254117 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:52,107 : INFO : EPOCH 19 - PROGRESS: at 76.63% examples, 254119 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:53,121 : INFO : EPOCH 19 - PROGRESS: at 76.99% examples, 254097 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:54,127 : INFO : EPOCH 19 - PROGRESS: at 77.25% examples, 254128 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:55,130 : INFO : EPOCH 19 - PROGRESS: at 77.59% examples, 254110 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:56,152 : INFO : EPOCH 19 - PROGRESS: at 77.90% examples, 254100 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:57,153 : INFO : EPOCH 19 - PROGRESS: at 78.16% examples, 254110 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:58,157 : INFO : EPOCH 19 - PROGRESS: at 78.47% examples, 254114 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:22:59,169 : INFO : EPOCH 19 - PROGRESS: at 78.82% examples, 254098 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:00,174 : INFO : EPOCH 19 - PROGRESS: at 79.13% examples, 254089 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:01,195 : INFO : EPOCH 19 - PROGRESS: at 79.35% examples, 254094 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:02,216 : INFO : EPOCH 19 - PROGRESS: at 79.42% examples, 254091 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:03,223 : INFO : EPOCH 19 - PROGRESS: at 79.49% examples, 254132 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:04,229 : INFO : EPOCH 19 - PROGRESS: at 79.74% examples, 254150 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:05,240 : INFO : EPOCH 19 - PROGRESS: at 80.04% examples, 254150 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:06,274 : INFO : EPOCH 19 - PROGRESS: at 80.40% examples, 254121 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:07,282 : INFO : EPOCH 19 - PROGRESS: at 80.66% examples, 254146 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:08,309 : INFO : EPOCH 19 - PROGRESS: at 81.00% examples, 254139 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:09,319 : INFO : EPOCH 19 - PROGRESS: at 81.29% examples, 254145 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:10,326 : INFO : EPOCH 19 - PROGRESS: at 81.62% examples, 254154 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:11,357 : INFO : EPOCH 19 - PROGRESS: at 81.91% examples, 254149 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:12,377 : INFO : EPOCH 19 - PROGRESS: at 82.15% examples, 254140 words/s, in_qsize 8, out_qsize 0
2020-08-16 11:23:13,407 : INFO : EPOCH 19 - PROGRESS: at 82.55% examples, 254170 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:14,432 : INFO : EPOCH 19 - PROGRESS: at 82.91% examples, 254142 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:15,443 : INFO : EPOCH 19 - PROGRESS: at 83.27% examples, 254188 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:16,487 : INFO : EPOCH 19 - PROGRESS: at 83.53% examples, 254146 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:17,532 : INFO : EPOCH 19 - PROGRESS: at 83.81% examples, 254143 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:18,561 : INFO : EPOCH 19 - PROGRESS: at 84.06% examples, 254160 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:19,562 : INFO : EPOCH 19 - PROGRESS: at 84.29% examples, 254159 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:20,583 : INFO : EPOCH 19 - PROGRESS: at 84.65% examples, 254185 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:21,616 : INFO : EPOCH 19 - PROGRESS: at 84.95% examples, 254164 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:22,638 : INFO : EPOCH 19 - PROGRESS: at 85.34% examples, 254168 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:23,640 : INFO : EPOCH 19 - PROGRESS: at 85.65% examples, 254142 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:24,645 : INFO : EPOCH 19 - PROGRESS: at 85.97% examples, 254153 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:25,668 : INFO : EPOCH 19 - PROGRESS: at 86.25% examples, 254163 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:26,744 : INFO : EPOCH 19 - PROGRESS: at 86.59% examples, 254138 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:27,761 : INFO : EPOCH 19 - PROGRESS: at 86.87% examples, 254182 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:28,763 : INFO : EPOCH 19 - PROGRESS: at 87.11% examples, 254142 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:29,769 : INFO : EPOCH 19 - PROGRESS: at 87.40% examples, 254144 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:30,782 : INFO : EPOCH 19 - PROGRESS: at 87.74% examples, 254151 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:31,793 : INFO : EPOCH 19 - PROGRESS: at 88.07% examples, 254146 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:32,811 : INFO : EPOCH 19 - PROGRESS: at 88.34% examples, 254138 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:33,821 : INFO : EPOCH 19 - PROGRESS: at 88.68% examples, 254153 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:34,861 : INFO : EPOCH 19 - PROGRESS: at 89.01% examples, 254157 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:35,872 : INFO : EPOCH 19 - PROGRESS: at 89.33% examples, 254153 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:36,878 : INFO : EPOCH 19 - PROGRESS: at 89.61% examples, 254163 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:37,881 : INFO : EPOCH 19 - PROGRESS: at 89.87% examples, 254131 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:38,949 : INFO : EPOCH 19 - PROGRESS: at 90.23% examples, 254089 words/s, in_qsize 8, out_qsize 0
2020-08-16 11:23:39,964 : INFO : EPOCH 19 - PROGRESS: at 90.49% examples, 254056 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:41,000 : INFO : EPOCH 19 - PROGRESS: at 90.80% examples, 254035 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:42,000 : INFO : EPOCH 19 - PROGRESS: at 91.13% examples, 254027 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:43,023 : INFO : EPOCH 19 - PROGRESS: at 91.41% examples, 253918 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:44,032 : INFO : EPOCH 19 - PROGRESS: at 91.43% examples, 253777 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:45,078 : INFO : EPOCH 19 - PROGRESS: at 91.71% examples, 253667 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:46,099 : INFO : EPOCH 19 - PROGRESS: at 92.08% examples, 253675 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:47,124 : INFO : EPOCH 19 - PROGRESS: at 92.41% examples, 253662 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:48,136 : INFO : EPOCH 19 - PROGRESS: at 92.67% examples, 253680 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:49,147 : INFO : EPOCH 19 - PROGRESS: at 92.91% examples, 253667 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:50,153 : INFO : EPOCH 19 - PROGRESS: at 93.20% examples, 253702 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:51,191 : INFO : EPOCH 19 - PROGRESS: at 93.50% examples, 253680 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:52,192 : INFO : EPOCH 19 - PROGRESS: at 93.81% examples, 253678 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:53,197 : INFO : EPOCH 19 - PROGRESS: at 94.14% examples, 253701 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:54,209 : INFO : EPOCH 19 - PROGRESS: at 94.46% examples, 253691 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:55,266 : INFO : EPOCH 19 - PROGRESS: at 94.77% examples, 253678 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:56,303 : INFO : EPOCH 19 - PROGRESS: at 95.02% examples, 253682 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:57,308 : INFO : EPOCH 19 - PROGRESS: at 95.22% examples, 253690 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:58,346 : INFO : EPOCH 19 - PROGRESS: at 95.52% examples, 253680 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:23:59,364 : INFO : EPOCH 19 - PROGRESS: at 95.82% examples, 253704 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:00,423 : INFO : EPOCH 19 - PROGRESS: at 96.18% examples, 253680 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:01,454 : INFO : EPOCH 19 - PROGRESS: at 96.45% examples, 253670 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:02,513 : INFO : EPOCH 19 - PROGRESS: at 96.65% examples, 253686 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:03,527 : INFO : EPOCH 19 - PROGRESS: at 96.99% examples, 253700 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:04,553 : INFO : EPOCH 19 - PROGRESS: at 97.23% examples, 253701 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:05,599 : INFO : EPOCH 19 - PROGRESS: at 97.45% examples, 253682 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:06,601 : INFO : EPOCH 19 - PROGRESS: at 97.62% examples, 253713 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:07,634 : INFO : EPOCH 19 - PROGRESS: at 97.69% examples, 253710 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:08,648 : INFO : EPOCH 19 - PROGRESS: at 97.93% examples, 253719 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:09,681 : INFO : EPOCH 19 - PROGRESS: at 98.28% examples, 253705 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:10,699 : INFO : EPOCH 19 - PROGRESS: at 98.65% examples, 253692 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:11,767 : INFO : EPOCH 19 - PROGRESS: at 99.01% examples, 253695 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:12,777 : INFO : EPOCH 19 - PROGRESS: at 99.36% examples, 253705 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:13,831 : INFO : EPOCH 19 - PROGRESS: at 99.72% examples, 253699 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:14,535 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 11:24:14,546 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 11:24:14,580 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 11:24:14,590 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 11:24:14,591 : INFO : EPOCH - 19 : training on 120798425 raw words (86542322 effective words) took 341.1s, 253723 effective words/s
2020-08-16 11:24:15,594 : INFO : EPOCH 20 - PROGRESS: at 0.24% examples, 237340 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:16,638 : INFO : EPOCH 20 - PROGRESS: at 0.42% examples, 243946 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:17,696 : INFO : EPOCH 20 - PROGRESS: at 0.63% examples, 246704 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:18,701 : INFO : EPOCH 20 - PROGRESS: at 0.85% examples, 249149 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:19,771 : INFO : EPOCH 20 - PROGRESS: at 1.23% examples, 249426 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:20,781 : INFO : EPOCH 20 - PROGRESS: at 1.50% examples, 250874 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:21,837 : INFO : EPOCH 20 - PROGRESS: at 1.82% examples, 250806 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:22,871 : INFO : EPOCH 20 - PROGRESS: at 2.17% examples, 251836 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:23,884 : INFO : EPOCH 20 - PROGRESS: at 2.44% examples, 252378 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:24,913 : INFO : EPOCH 20 - PROGRESS: at 2.68% examples, 251997 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:25,913 : INFO : EPOCH 20 - PROGRESS: at 3.01% examples, 252898 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:26,975 : INFO : EPOCH 20 - PROGRESS: at 3.31% examples, 252065 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:27,986 : INFO : EPOCH 20 - PROGRESS: at 3.66% examples, 252593 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:28,986 : INFO : EPOCH 20 - PROGRESS: at 4.03% examples, 252623 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:30,025 : INFO : EPOCH 20 - PROGRESS: at 4.45% examples, 252698 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:31,044 : INFO : EPOCH 20 - PROGRESS: at 4.83% examples, 252442 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:32,046 : INFO : EPOCH 20 - PROGRESS: at 5.10% examples, 252456 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:33,053 : INFO : EPOCH 20 - PROGRESS: at 5.32% examples, 252798 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:34,124 : INFO : EPOCH 20 - PROGRESS: at 5.69% examples, 252289 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:35,156 : INFO : EPOCH 20 - PROGRESS: at 5.96% examples, 252516 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:36,180 : INFO : EPOCH 20 - PROGRESS: at 6.19% examples, 252671 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:37,183 : INFO : EPOCH 20 - PROGRESS: at 6.43% examples, 252984 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:38,188 : INFO : EPOCH 20 - PROGRESS: at 6.69% examples, 253253 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:39,202 : INFO : EPOCH 20 - PROGRESS: at 7.01% examples, 253090 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:40,204 : INFO : EPOCH 20 - PROGRESS: at 7.32% examples, 253016 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:41,287 : INFO : EPOCH 20 - PROGRESS: at 7.69% examples, 252959 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:42,349 : INFO : EPOCH 20 - PROGRESS: at 7.97% examples, 253055 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:43,414 : INFO : EPOCH 20 - PROGRESS: at 8.21% examples, 253017 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:44,421 : INFO : EPOCH 20 - PROGRESS: at 8.40% examples, 253366 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:45,479 : INFO : EPOCH 20 - PROGRESS: at 8.69% examples, 252954 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:46,494 : INFO : EPOCH 20 - PROGRESS: at 8.92% examples, 253115 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:47,496 : INFO : EPOCH 20 - PROGRESS: at 9.32% examples, 253342 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:48,531 : INFO : EPOCH 20 - PROGRESS: at 9.63% examples, 253162 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:49,540 : INFO : EPOCH 20 - PROGRESS: at 9.85% examples, 253091 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:50,545 : INFO : EPOCH 20 - PROGRESS: at 10.08% examples, 253181 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:51,556 : INFO : EPOCH 20 - PROGRESS: at 10.29% examples, 253148 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:52,608 : INFO : EPOCH 20 - PROGRESS: at 10.50% examples, 253178 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:53,610 : INFO : EPOCH 20 - PROGRESS: at 10.72% examples, 253255 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:54,703 : INFO : EPOCH 20 - PROGRESS: at 10.96% examples, 253073 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:55,710 : INFO : EPOCH 20 - PROGRESS: at 11.15% examples, 253277 words/s, in_qsize 6, out_qsize 1
2020-08-16 11:24:56,739 : INFO : EPOCH 20 - PROGRESS: at 11.38% examples, 253334 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:57,739 : INFO : EPOCH 20 - PROGRESS: at 11.58% examples, 253377 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:58,758 : INFO : EPOCH 20 - PROGRESS: at 11.80% examples, 253362 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:24:59,779 : INFO : EPOCH 20 - PROGRESS: at 12.01% examples, 253488 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:00,789 : INFO : EPOCH 20 - PROGRESS: at 12.24% examples, 253491 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:01,818 : INFO : EPOCH 20 - PROGRESS: at 12.53% examples, 253432 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:02,822 : INFO : EPOCH 20 - PROGRESS: at 12.86% examples, 253468 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:03,862 : INFO : EPOCH 20 - PROGRESS: at 13.14% examples, 253563 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:04,900 : INFO : EPOCH 20 - PROGRESS: at 13.43% examples, 253295 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:05,905 : INFO : EPOCH 20 - PROGRESS: at 13.70% examples, 253568 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:06,915 : INFO : EPOCH 20 - PROGRESS: at 14.03% examples, 253274 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:07,923 : INFO : EPOCH 20 - PROGRESS: at 14.29% examples, 253571 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:08,976 : INFO : EPOCH 20 - PROGRESS: at 14.55% examples, 253317 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:09,978 : INFO : EPOCH 20 - PROGRESS: at 14.87% examples, 253385 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:11,023 : INFO : EPOCH 20 - PROGRESS: at 15.18% examples, 253317 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:12,040 : INFO : EPOCH 20 - PROGRESS: at 15.52% examples, 253510 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:13,057 : INFO : EPOCH 20 - PROGRESS: at 15.80% examples, 253442 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:14,100 : INFO : EPOCH 20 - PROGRESS: at 16.03% examples, 253408 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:15,114 : INFO : EPOCH 20 - PROGRESS: at 16.26% examples, 253419 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:16,120 : INFO : EPOCH 20 - PROGRESS: at 16.60% examples, 253474 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:17,138 : INFO : EPOCH 20 - PROGRESS: at 16.83% examples, 253531 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:18,162 : INFO : EPOCH 20 - PROGRESS: at 17.07% examples, 253453 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:19,176 : INFO : EPOCH 20 - PROGRESS: at 17.35% examples, 253574 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:20,220 : INFO : EPOCH 20 - PROGRESS: at 17.67% examples, 253449 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:21,221 : INFO : EPOCH 20 - PROGRESS: at 18.00% examples, 253577 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:22,261 : INFO : EPOCH 20 - PROGRESS: at 18.28% examples, 253544 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:23,287 : INFO : EPOCH 20 - PROGRESS: at 18.56% examples, 253445 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:24,302 : INFO : EPOCH 20 - PROGRESS: at 18.89% examples, 253474 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:25,315 : INFO : EPOCH 20 - PROGRESS: at 19.06% examples, 253592 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:26,339 : INFO : EPOCH 20 - PROGRESS: at 19.21% examples, 253771 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:27,374 : INFO : EPOCH 20 - PROGRESS: at 19.36% examples, 253931 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:28,445 : INFO : EPOCH 20 - PROGRESS: at 19.65% examples, 253810 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:29,456 : INFO : EPOCH 20 - PROGRESS: at 19.92% examples, 253823 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:30,467 : INFO : EPOCH 20 - PROGRESS: at 20.20% examples, 253904 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:31,487 : INFO : EPOCH 20 - PROGRESS: at 20.52% examples, 253840 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:32,506 : INFO : EPOCH 20 - PROGRESS: at 20.91% examples, 253843 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:33,516 : INFO : EPOCH 20 - PROGRESS: at 21.22% examples, 253798 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:34,521 : INFO : EPOCH 20 - PROGRESS: at 21.50% examples, 253816 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:35,596 : INFO : EPOCH 20 - PROGRESS: at 21.77% examples, 253774 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:36,610 : INFO : EPOCH 20 - PROGRESS: at 22.13% examples, 253884 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:37,624 : INFO : EPOCH 20 - PROGRESS: at 22.57% examples, 253880 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:38,663 : INFO : EPOCH 20 - PROGRESS: at 22.93% examples, 253803 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:39,692 : INFO : EPOCH 20 - PROGRESS: at 23.24% examples, 253815 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:40,745 : INFO : EPOCH 20 - PROGRESS: at 23.57% examples, 253752 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:41,757 : INFO : EPOCH 20 - PROGRESS: at 23.94% examples, 253771 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:42,761 : INFO : EPOCH 20 - PROGRESS: at 24.26% examples, 253777 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:43,769 : INFO : EPOCH 20 - PROGRESS: at 24.59% examples, 253827 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:44,785 : INFO : EPOCH 20 - PROGRESS: at 24.95% examples, 253801 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:45,823 : INFO : EPOCH 20 - PROGRESS: at 25.28% examples, 253768 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:46,854 : INFO : EPOCH 20 - PROGRESS: at 25.63% examples, 253727 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:47,866 : INFO : EPOCH 20 - PROGRESS: at 25.95% examples, 253752 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:48,914 : INFO : EPOCH 20 - PROGRESS: at 26.36% examples, 253726 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:49,959 : INFO : EPOCH 20 - PROGRESS: at 26.66% examples, 253749 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:50,993 : INFO : EPOCH 20 - PROGRESS: at 27.05% examples, 253720 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:52,018 : INFO : EPOCH 20 - PROGRESS: at 27.28% examples, 253689 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:53,033 : INFO : EPOCH 20 - PROGRESS: at 27.57% examples, 253759 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:54,069 : INFO : EPOCH 20 - PROGRESS: at 27.92% examples, 253695 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:55,070 : INFO : EPOCH 20 - PROGRESS: at 28.21% examples, 253755 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:56,148 : INFO : EPOCH 20 - PROGRESS: at 28.53% examples, 253690 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:57,160 : INFO : EPOCH 20 - PROGRESS: at 28.89% examples, 253753 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:58,166 : INFO : EPOCH 20 - PROGRESS: at 29.24% examples, 253749 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:25:59,175 : INFO : EPOCH 20 - PROGRESS: at 29.59% examples, 253779 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:00,182 : INFO : EPOCH 20 - PROGRESS: at 29.90% examples, 253742 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:01,186 : INFO : EPOCH 20 - PROGRESS: at 30.21% examples, 253704 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:02,239 : INFO : EPOCH 20 - PROGRESS: at 30.59% examples, 253682 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:03,291 : INFO : EPOCH 20 - PROGRESS: at 30.99% examples, 253738 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:04,302 : INFO : EPOCH 20 - PROGRESS: at 31.41% examples, 253829 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:05,321 : INFO : EPOCH 20 - PROGRESS: at 31.66% examples, 253763 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:06,335 : INFO : EPOCH 20 - PROGRESS: at 32.02% examples, 253769 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:07,354 : INFO : EPOCH 20 - PROGRESS: at 32.32% examples, 253797 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:08,373 : INFO : EPOCH 20 - PROGRESS: at 32.71% examples, 253799 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:09,393 : INFO : EPOCH 20 - PROGRESS: at 33.01% examples, 253768 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:10,409 : INFO : EPOCH 20 - PROGRESS: at 33.32% examples, 253746 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:11,412 : INFO : EPOCH 20 - PROGRESS: at 33.72% examples, 253713 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:12,449 : INFO : EPOCH 20 - PROGRESS: at 34.07% examples, 253764 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:13,449 : INFO : EPOCH 20 - PROGRESS: at 34.41% examples, 253726 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:14,464 : INFO : EPOCH 20 - PROGRESS: at 34.75% examples, 253699 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:15,483 : INFO : EPOCH 20 - PROGRESS: at 35.12% examples, 253759 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:16,497 : INFO : EPOCH 20 - PROGRESS: at 35.49% examples, 253758 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:17,506 : INFO : EPOCH 20 - PROGRESS: at 35.79% examples, 253786 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:18,509 : INFO : EPOCH 20 - PROGRESS: at 36.11% examples, 253798 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:19,527 : INFO : EPOCH 20 - PROGRESS: at 36.47% examples, 253783 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:20,539 : INFO : EPOCH 20 - PROGRESS: at 36.85% examples, 253743 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:21,542 : INFO : EPOCH 20 - PROGRESS: at 37.26% examples, 253803 words/s, in_qsize 8, out_qsize 0
2020-08-16 11:26:22,570 : INFO : EPOCH 20 - PROGRESS: at 37.59% examples, 253724 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:23,575 : INFO : EPOCH 20 - PROGRESS: at 37.94% examples, 253744 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:24,588 : INFO : EPOCH 20 - PROGRESS: at 38.34% examples, 253743 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:25,629 : INFO : EPOCH 20 - PROGRESS: at 38.73% examples, 253742 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:26,649 : INFO : EPOCH 20 - PROGRESS: at 39.10% examples, 253722 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:27,653 : INFO : EPOCH 20 - PROGRESS: at 39.47% examples, 253748 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:28,670 : INFO : EPOCH 20 - PROGRESS: at 39.81% examples, 253723 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:29,709 : INFO : EPOCH 20 - PROGRESS: at 40.14% examples, 253709 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:30,716 : INFO : EPOCH 20 - PROGRESS: at 40.50% examples, 253705 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:31,791 : INFO : EPOCH 20 - PROGRESS: at 40.88% examples, 253674 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:32,794 : INFO : EPOCH 20 - PROGRESS: at 41.29% examples, 253703 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:33,800 : INFO : EPOCH 20 - PROGRESS: at 41.65% examples, 253754 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:34,801 : INFO : EPOCH 20 - PROGRESS: at 42.00% examples, 253741 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:35,865 : INFO : EPOCH 20 - PROGRESS: at 42.36% examples, 253657 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:36,876 : INFO : EPOCH 20 - PROGRESS: at 42.70% examples, 253733 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:37,932 : INFO : EPOCH 20 - PROGRESS: at 43.02% examples, 253642 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:38,937 : INFO : EPOCH 20 - PROGRESS: at 43.32% examples, 253698 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:39,990 : INFO : EPOCH 20 - PROGRESS: at 43.62% examples, 253626 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:40,991 : INFO : EPOCH 20 - PROGRESS: at 43.89% examples, 253606 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:42,077 : INFO : EPOCH 20 - PROGRESS: at 44.22% examples, 253618 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:43,079 : INFO : EPOCH 20 - PROGRESS: at 44.54% examples, 253625 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:44,132 : INFO : EPOCH 20 - PROGRESS: at 44.90% examples, 253641 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:45,141 : INFO : EPOCH 20 - PROGRESS: at 45.12% examples, 253656 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:46,172 : INFO : EPOCH 20 - PROGRESS: at 45.39% examples, 253645 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:47,179 : INFO : EPOCH 20 - PROGRESS: at 45.72% examples, 253643 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:48,181 : INFO : EPOCH 20 - PROGRESS: at 46.04% examples, 253669 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:49,196 : INFO : EPOCH 20 - PROGRESS: at 46.28% examples, 253662 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:50,247 : INFO : EPOCH 20 - PROGRESS: at 46.61% examples, 253614 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:51,283 : INFO : EPOCH 20 - PROGRESS: at 46.97% examples, 253653 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:52,315 : INFO : EPOCH 20 - PROGRESS: at 47.26% examples, 253617 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:53,325 : INFO : EPOCH 20 - PROGRESS: at 47.66% examples, 253655 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:54,327 : INFO : EPOCH 20 - PROGRESS: at 47.96% examples, 253633 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:55,409 : INFO : EPOCH 20 - PROGRESS: at 48.36% examples, 253598 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:56,411 : INFO : EPOCH 20 - PROGRESS: at 48.70% examples, 253677 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:57,461 : INFO : EPOCH 20 - PROGRESS: at 49.03% examples, 253601 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:58,463 : INFO : EPOCH 20 - PROGRESS: at 49.32% examples, 253582 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:26:59,466 : INFO : EPOCH 20 - PROGRESS: at 49.61% examples, 253519 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:00,481 : INFO : EPOCH 20 - PROGRESS: at 49.93% examples, 253482 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:01,515 : INFO : EPOCH 20 - PROGRESS: at 50.19% examples, 253435 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:02,546 : INFO : EPOCH 20 - PROGRESS: at 50.45% examples, 253332 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:03,569 : INFO : EPOCH 20 - PROGRESS: at 50.61% examples, 253122 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:04,581 : INFO : EPOCH 20 - PROGRESS: at 50.86% examples, 252870 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:05,585 : INFO : EPOCH 20 - PROGRESS: at 51.11% examples, 252811 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:06,619 : INFO : EPOCH 20 - PROGRESS: at 51.47% examples, 252779 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:07,620 : INFO : EPOCH 20 - PROGRESS: at 51.75% examples, 252803 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:08,622 : INFO : EPOCH 20 - PROGRESS: at 52.09% examples, 252815 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:09,640 : INFO : EPOCH 20 - PROGRESS: at 52.42% examples, 252809 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:10,648 : INFO : EPOCH 20 - PROGRESS: at 52.63% examples, 252798 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:11,674 : INFO : EPOCH 20 - PROGRESS: at 53.01% examples, 252819 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:12,705 : INFO : EPOCH 20 - PROGRESS: at 53.33% examples, 252818 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:13,730 : INFO : EPOCH 20 - PROGRESS: at 53.65% examples, 252829 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:14,741 : INFO : EPOCH 20 - PROGRESS: at 53.87% examples, 252815 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:15,761 : INFO : EPOCH 20 - PROGRESS: at 54.21% examples, 252820 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:16,808 : INFO : EPOCH 20 - PROGRESS: at 54.48% examples, 252816 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:17,840 : INFO : EPOCH 20 - PROGRESS: at 54.78% examples, 252802 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:18,860 : INFO : EPOCH 20 - PROGRESS: at 55.05% examples, 252818 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:19,866 : INFO : EPOCH 20 - PROGRESS: at 55.28% examples, 252869 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:20,929 : INFO : EPOCH 20 - PROGRESS: at 55.63% examples, 252790 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:21,940 : INFO : EPOCH 20 - PROGRESS: at 56.05% examples, 252842 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:22,973 : INFO : EPOCH 20 - PROGRESS: at 56.39% examples, 252833 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:23,987 : INFO : EPOCH 20 - PROGRESS: at 56.66% examples, 252836 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:25,014 : INFO : EPOCH 20 - PROGRESS: at 56.94% examples, 252824 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:26,027 : INFO : EPOCH 20 - PROGRESS: at 57.23% examples, 252856 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:27,045 : INFO : EPOCH 20 - PROGRESS: at 57.41% examples, 252862 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:28,062 : INFO : EPOCH 20 - PROGRESS: at 57.68% examples, 252870 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:29,085 : INFO : EPOCH 20 - PROGRESS: at 57.96% examples, 252878 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:30,139 : INFO : EPOCH 20 - PROGRESS: at 58.26% examples, 252844 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:31,143 : INFO : EPOCH 20 - PROGRESS: at 58.49% examples, 252864 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:32,167 : INFO : EPOCH 20 - PROGRESS: at 58.67% examples, 252858 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:33,180 : INFO : EPOCH 20 - PROGRESS: at 58.96% examples, 252877 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:34,188 : INFO : EPOCH 20 - PROGRESS: at 59.31% examples, 252878 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:35,192 : INFO : EPOCH 20 - PROGRESS: at 59.57% examples, 252874 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:36,203 : INFO : EPOCH 20 - PROGRESS: at 59.91% examples, 252864 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:37,207 : INFO : EPOCH 20 - PROGRESS: at 60.25% examples, 252868 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:38,215 : INFO : EPOCH 20 - PROGRESS: at 60.47% examples, 252900 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:39,234 : INFO : EPOCH 20 - PROGRESS: at 60.79% examples, 252906 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:40,304 : INFO : EPOCH 20 - PROGRESS: at 61.09% examples, 252852 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:41,325 : INFO : EPOCH 20 - PROGRESS: at 61.40% examples, 252908 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:42,333 : INFO : EPOCH 20 - PROGRESS: at 61.68% examples, 252890 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:43,337 : INFO : EPOCH 20 - PROGRESS: at 62.02% examples, 252912 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:44,378 : INFO : EPOCH 20 - PROGRESS: at 62.35% examples, 252907 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:45,380 : INFO : EPOCH 20 - PROGRESS: at 62.61% examples, 252943 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:46,391 : INFO : EPOCH 20 - PROGRESS: at 62.94% examples, 252923 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:47,413 : INFO : EPOCH 20 - PROGRESS: at 63.33% examples, 252936 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:48,467 : INFO : EPOCH 20 - PROGRESS: at 63.62% examples, 252907 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:49,475 : INFO : EPOCH 20 - PROGRESS: at 63.86% examples, 252943 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:50,545 : INFO : EPOCH 20 - PROGRESS: at 64.12% examples, 252904 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:51,546 : INFO : EPOCH 20 - PROGRESS: at 64.43% examples, 252900 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:52,560 : INFO : EPOCH 20 - PROGRESS: at 64.74% examples, 252906 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:53,572 : INFO : EPOCH 20 - PROGRESS: at 64.99% examples, 252901 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:54,577 : INFO : EPOCH 20 - PROGRESS: at 65.11% examples, 252915 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:55,604 : INFO : EPOCH 20 - PROGRESS: at 65.45% examples, 252920 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:56,613 : INFO : EPOCH 20 - PROGRESS: at 65.75% examples, 252937 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:57,670 : INFO : EPOCH 20 - PROGRESS: at 66.06% examples, 252910 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:58,686 : INFO : EPOCH 20 - PROGRESS: at 66.39% examples, 252928 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:27:59,713 : INFO : EPOCH 20 - PROGRESS: at 66.70% examples, 252908 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:00,714 : INFO : EPOCH 20 - PROGRESS: at 66.99% examples, 252907 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:01,729 : INFO : EPOCH 20 - PROGRESS: at 67.31% examples, 252914 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:02,756 : INFO : EPOCH 20 - PROGRESS: at 67.71% examples, 252917 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:03,767 : INFO : EPOCH 20 - PROGRESS: at 68.04% examples, 252938 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:04,780 : INFO : EPOCH 20 - PROGRESS: at 68.38% examples, 252947 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:05,810 : INFO : EPOCH 20 - PROGRESS: at 68.65% examples, 252919 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:06,815 : INFO : EPOCH 20 - PROGRESS: at 68.95% examples, 252923 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:07,818 : INFO : EPOCH 20 - PROGRESS: at 69.19% examples, 252911 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:08,828 : INFO : EPOCH 20 - PROGRESS: at 69.52% examples, 252907 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:09,885 : INFO : EPOCH 20 - PROGRESS: at 69.81% examples, 252906 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:10,901 : INFO : EPOCH 20 - PROGRESS: at 70.02% examples, 252942 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:11,967 : INFO : EPOCH 20 - PROGRESS: at 70.31% examples, 252887 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:12,974 : INFO : EPOCH 20 - PROGRESS: at 70.61% examples, 252882 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:13,992 : INFO : EPOCH 20 - PROGRESS: at 70.91% examples, 252912 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:15,033 : INFO : EPOCH 20 - PROGRESS: at 71.17% examples, 252886 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:16,061 : INFO : EPOCH 20 - PROGRESS: at 71.44% examples, 252875 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:17,134 : INFO : EPOCH 20 - PROGRESS: at 71.73% examples, 252878 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:18,137 : INFO : EPOCH 20 - PROGRESS: at 72.12% examples, 252896 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:19,142 : INFO : EPOCH 20 - PROGRESS: at 72.37% examples, 252898 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:20,146 : INFO : EPOCH 20 - PROGRESS: at 72.61% examples, 252910 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:21,176 : INFO : EPOCH 20 - PROGRESS: at 72.86% examples, 252897 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:22,220 : INFO : EPOCH 20 - PROGRESS: at 73.10% examples, 252910 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:23,255 : INFO : EPOCH 20 - PROGRESS: at 73.45% examples, 252880 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:24,259 : INFO : EPOCH 20 - PROGRESS: at 73.74% examples, 252916 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:25,267 : INFO : EPOCH 20 - PROGRESS: at 74.03% examples, 252905 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:26,289 : INFO : EPOCH 20 - PROGRESS: at 74.28% examples, 252880 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:27,295 : INFO : EPOCH 20 - PROGRESS: at 74.53% examples, 252916 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:28,345 : INFO : EPOCH 20 - PROGRESS: at 74.81% examples, 252886 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:29,346 : INFO : EPOCH 20 - PROGRESS: at 75.14% examples, 252901 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:30,348 : INFO : EPOCH 20 - PROGRESS: at 75.42% examples, 252926 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:31,363 : INFO : EPOCH 20 - PROGRESS: at 75.67% examples, 252913 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:32,366 : INFO : EPOCH 20 - PROGRESS: at 75.93% examples, 252921 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:33,391 : INFO : EPOCH 20 - PROGRESS: at 76.26% examples, 252916 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:34,392 : INFO : EPOCH 20 - PROGRESS: at 76.61% examples, 252914 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:35,419 : INFO : EPOCH 20 - PROGRESS: at 76.99% examples, 252909 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:36,421 : INFO : EPOCH 20 - PROGRESS: at 77.25% examples, 252946 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:37,442 : INFO : EPOCH 20 - PROGRESS: at 77.59% examples, 252917 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:38,458 : INFO : EPOCH 20 - PROGRESS: at 77.90% examples, 252916 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:39,479 : INFO : EPOCH 20 - PROGRESS: at 78.17% examples, 252936 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:40,511 : INFO : EPOCH 20 - PROGRESS: at 78.48% examples, 252920 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:41,523 : INFO : EPOCH 20 - PROGRESS: at 78.83% examples, 252908 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:42,536 : INFO : EPOCH 20 - PROGRESS: at 79.14% examples, 252920 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:43,544 : INFO : EPOCH 20 - PROGRESS: at 79.36% examples, 252913 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:44,559 : INFO : EPOCH 20 - PROGRESS: at 79.42% examples, 252900 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:45,564 : INFO : EPOCH 20 - PROGRESS: at 79.49% examples, 252919 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:46,572 : INFO : EPOCH 20 - PROGRESS: at 79.73% examples, 252919 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:47,584 : INFO : EPOCH 20 - PROGRESS: at 80.03% examples, 252921 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:48,585 : INFO : EPOCH 20 - PROGRESS: at 80.39% examples, 252952 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:49,606 : INFO : EPOCH 20 - PROGRESS: at 80.64% examples, 252920 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:50,607 : INFO : EPOCH 20 - PROGRESS: at 80.97% examples, 252921 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:51,613 : INFO : EPOCH 20 - PROGRESS: at 81.27% examples, 252931 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:52,650 : INFO : EPOCH 20 - PROGRESS: at 81.58% examples, 252920 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:53,656 : INFO : EPOCH 20 - PROGRESS: at 81.88% examples, 252935 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:54,695 : INFO : EPOCH 20 - PROGRESS: at 82.12% examples, 252917 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:55,697 : INFO : EPOCH 20 - PROGRESS: at 82.49% examples, 252950 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:56,752 : INFO : EPOCH 20 - PROGRESS: at 82.87% examples, 252927 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:57,760 : INFO : EPOCH 20 - PROGRESS: at 83.21% examples, 252938 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:58,766 : INFO : EPOCH 20 - PROGRESS: at 83.49% examples, 252953 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:28:59,783 : INFO : EPOCH 20 - PROGRESS: at 83.72% examples, 252912 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:00,789 : INFO : EPOCH 20 - PROGRESS: at 84.03% examples, 252940 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:01,827 : INFO : EPOCH 20 - PROGRESS: at 84.23% examples, 252920 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:02,830 : INFO : EPOCH 20 - PROGRESS: at 84.58% examples, 252965 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:03,834 : INFO : EPOCH 20 - PROGRESS: at 84.87% examples, 252959 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:04,856 : INFO : EPOCH 20 - PROGRESS: at 85.27% examples, 252942 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:05,906 : INFO : EPOCH 20 - PROGRESS: at 85.59% examples, 252920 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:06,921 : INFO : EPOCH 20 - PROGRESS: at 85.88% examples, 252925 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:07,945 : INFO : EPOCH 20 - PROGRESS: at 86.19% examples, 252937 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:09,020 : INFO : EPOCH 20 - PROGRESS: at 86.51% examples, 252912 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:10,029 : INFO : EPOCH 20 - PROGRESS: at 86.79% examples, 252899 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:11,059 : INFO : EPOCH 20 - PROGRESS: at 87.06% examples, 252910 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:12,065 : INFO : EPOCH 20 - PROGRESS: at 87.32% examples, 252916 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:13,077 : INFO : EPOCH 20 - PROGRESS: at 87.66% examples, 252908 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:14,091 : INFO : EPOCH 20 - PROGRESS: at 87.98% examples, 252927 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:15,097 : INFO : EPOCH 20 - PROGRESS: at 88.29% examples, 252924 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:16,109 : INFO : EPOCH 20 - PROGRESS: at 88.60% examples, 252928 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:17,112 : INFO : EPOCH 20 - PROGRESS: at 88.96% examples, 252929 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:18,127 : INFO : EPOCH 20 - PROGRESS: at 89.24% examples, 252929 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:19,144 : INFO : EPOCH 20 - PROGRESS: at 89.53% examples, 252925 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:20,166 : INFO : EPOCH 20 - PROGRESS: at 89.81% examples, 252921 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:21,167 : INFO : EPOCH 20 - PROGRESS: at 90.16% examples, 252940 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:22,183 : INFO : EPOCH 20 - PROGRESS: at 90.43% examples, 252935 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:23,193 : INFO : EPOCH 20 - PROGRESS: at 90.73% examples, 252921 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:24,196 : INFO : EPOCH 20 - PROGRESS: at 91.06% examples, 252914 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:25,224 : INFO : EPOCH 20 - PROGRESS: at 91.41% examples, 252930 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:26,256 : INFO : EPOCH 20 - PROGRESS: at 91.43% examples, 252915 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:27,283 : INFO : EPOCH 20 - PROGRESS: at 91.79% examples, 252910 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:28,353 : INFO : EPOCH 20 - PROGRESS: at 92.16% examples, 252908 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:29,369 : INFO : EPOCH 20 - PROGRESS: at 92.46% examples, 252904 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:30,406 : INFO : EPOCH 20 - PROGRESS: at 92.71% examples, 252905 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:31,427 : INFO : EPOCH 20 - PROGRESS: at 92.99% examples, 252917 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:32,427 : INFO : EPOCH 20 - PROGRESS: at 93.26% examples, 252927 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:33,431 : INFO : EPOCH 20 - PROGRESS: at 93.57% examples, 252915 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:34,444 : INFO : EPOCH 20 - PROGRESS: at 93.87% examples, 252900 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:35,454 : INFO : EPOCH 20 - PROGRESS: at 94.18% examples, 252908 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:36,483 : INFO : EPOCH 20 - PROGRESS: at 94.53% examples, 252920 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:37,490 : INFO : EPOCH 20 - PROGRESS: at 94.80% examples, 252931 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:38,490 : INFO : EPOCH 20 - PROGRESS: at 95.04% examples, 252897 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:39,495 : INFO : EPOCH 20 - PROGRESS: at 95.24% examples, 252912 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:40,532 : INFO : EPOCH 20 - PROGRESS: at 95.55% examples, 252902 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:41,542 : INFO : EPOCH 20 - PROGRESS: at 95.84% examples, 252915 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:42,549 : INFO : EPOCH 20 - PROGRESS: at 96.20% examples, 252914 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:43,550 : INFO : EPOCH 20 - PROGRESS: at 96.45% examples, 252886 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:44,627 : INFO : EPOCH 20 - PROGRESS: at 96.66% examples, 252887 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:45,718 : INFO : EPOCH 20 - PROGRESS: at 97.01% examples, 252887 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:46,741 : INFO : EPOCH 20 - PROGRESS: at 97.25% examples, 252909 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:47,777 : INFO : EPOCH 20 - PROGRESS: at 97.47% examples, 252907 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:48,802 : INFO : EPOCH 20 - PROGRESS: at 97.63% examples, 252897 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:49,811 : INFO : EPOCH 20 - PROGRESS: at 97.70% examples, 252896 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:50,848 : INFO : EPOCH 20 - PROGRESS: at 97.94% examples, 252891 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:51,848 : INFO : EPOCH 20 - PROGRESS: at 98.29% examples, 252905 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:52,914 : INFO : EPOCH 20 - PROGRESS: at 98.69% examples, 252897 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:53,925 : INFO : EPOCH 20 - PROGRESS: at 99.01% examples, 252886 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:54,936 : INFO : EPOCH 20 - PROGRESS: at 99.36% examples, 252898 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:55,940 : INFO : EPOCH 20 - PROGRESS: at 99.70% examples, 252892 words/s, in_qsize 7, out_qsize 0
2020-08-16 11:29:56,712 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 11:29:56,721 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 11:29:56,737 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 11:29:56,745 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 11:29:56,746 : INFO : EPOCH - 20 : training on 120798425 raw words (86538185 effective words) took 342.2s, 252923 effective words/s
2020-08-16 11:29:56,747 : INFO : training on a 2415968500 raw words (1730850682 effective words) took 6752.6s, 256324 effective words/s

(1730850682, 2415968500)

SaveModel(model, params, model_type='word2vec', description='java-py-SK-500-20E-32k-c') #Sk=skupgram, 500 embeddings, 10 epochs

2020-08-16 11:29:56,754 : INFO : saving Word2Vec object under ../../data/test_data/models/[word2vec-java-py-SK-500-20E-32k-c-1597577396.754691].model, separately None
2020-08-16 11:29:56,755 : INFO : storing np array 'vectors' to ../../data/test_data/models/[word2vec-java-py-SK-500-20E-32k-c-1597577396.754691].model.wv.vectors.npy
2020-08-16 11:30:02,169 : INFO : not storing attribute vectors_norm
2020-08-16 11:30:02,171 : INFO : storing np array 'syn1neg' to ../../data/test_data/models/[word2vec-java-py-SK-500-20E-32k-c-1597577396.754691].model.trainables.syn1neg.npy
2020-08-16 11:30:07,590 : INFO : not storing attribute cum_table
2020-08-16 11:30:07,870 : INFO : saved ../../data/test_data/models/[word2vec-java-py-SK-500-20E-32k-c-1597577396.754691].model
2020-08-16 11:30:07,871 : INFO : Saving in...../../data/test_data/models/[word2vec-java-py-SK-500-20E-32k-c-1597577396.754691].model

Onine Training from TensorFlow Wikipedia¶

import tensorflow_datasets as tfds

import ds4se.mgmnt.prep.conv as prep ## <----- Importing preprocessing

---------------------------------------------------------------------------
ModuleNotFoundError                       Traceback (most recent call last)
<ipython-input-16-8cf6ce787417> in <module>
----> 1 import ds4se.mgmnt.prep.conv as prep ## <----- Importing preprocessing

ModuleNotFoundError: No module named 'ds4se'

params = {
    'system2':'wikipedia/20190301.en',
    'system':'codesearchnet',
    'saving_path': 'test_data/models/',
    'saving_model': 'test_data/models/',
    'language': 'english'
}

model_r = LoadWord2Vec(1594873397.267055, params,  model_type='word2vec', description = 'Java-Py-SK-500-20E-128k')

2020-07-16 13:04:15,323 : INFO : loading Word2Vec object from test_data/models/[word2vec-Java-Py-SK-500-20E-128k-1594873397.267055].model
2020-07-16 13:04:15,394 : INFO : loading wv recursively from test_data/models/[word2vec-Java-Py-SK-500-20E-128k-1594873397.267055].model.wv.* with mmap=None
2020-07-16 13:04:15,395 : INFO : loading vectors from test_data/models/[word2vec-Java-Py-SK-500-20E-128k-1594873397.267055].model.wv.vectors.npy with mmap=None
2020-07-16 13:04:15,425 : INFO : setting ignored attribute vectors_norm to None
2020-07-16 13:04:15,427 : INFO : loading vocabulary recursively from test_data/models/[word2vec-Java-Py-SK-500-20E-128k-1594873397.267055].model.vocabulary.* with mmap=None
2020-07-16 13:04:15,428 : INFO : loading trainables recursively from test_data/models/[word2vec-Java-Py-SK-500-20E-128k-1594873397.267055].model.trainables.* with mmap=None
2020-07-16 13:04:15,429 : INFO : loading syn1neg from test_data/models/[word2vec-Java-Py-SK-500-20E-128k-1594873397.267055].model.trainables.syn1neg.npy with mmap=None
2020-07-16 13:04:15,455 : INFO : setting ignored attribute cum_table to None
2020-07-16 13:04:15,456 : INFO : loaded test_data/models/[word2vec-Java-Py-SK-500-20E-128k-1594873397.267055].model

#[step1] Create Preprocesser <----------
preprocess_pipeline = prep.ConventionalPreprocessing(params= params)

model_r.get_latest_training_loss()

0.0

#Config description: Wikipedia dataset for en, parsed from 20190301 dump.
#Download size: 15.72 GiB
#Dataset size: Unknown size
#Examples: train 5,824596
dataset_name = 'wikipedia/20200301.en' #'wikipedia/20190301.en'

#Download the dataset and create a tf.data.Dataset
ds, info = tfds.load( dataset_name , split='train', with_info=True)

2020-07-21 17:15:11,750 : INFO : Load dataset info from /root/tensorflow_datasets/wikipedia/20200301.en/1.0.0
2020-07-21 17:15:11,769 : INFO : Reusing dataset wikipedia (/root/tensorflow_datasets/wikipedia/20200301.en/1.0.0)
2020-07-21 17:15:11,769 : INFO : Constructing tf.data.Dataset for split train, from /root/tensorflow_datasets/wikipedia/20200301.en/1.0.0

info

tfds.core.DatasetInfo(
    name='wikipedia',
    version=1.0.0,
    description='Wikipedia dataset containing cleaned articles of all languages.
The datasets are built from the Wikipedia dump
(https://dumps.wikimedia.org/) with one split per language. Each example
contains the content of one full Wikipedia article with cleaning to strip
markdown and unwanted sections (references, etc.).',
    homepage='https://dumps.wikimedia.org',
    features=FeaturesDict({
        'text': Text(shape=(), dtype=tf.string),
        'title': Text(shape=(), dtype=tf.string),
    }),
    total_num_examples=6033151,
    splits={
        'train': 6033151,
    },
    supervised_keys=None,
    citation="""@ONLINE {wikidump,
        author = "Wikimedia Foundation",
        title  = "Wikimedia Downloads",
        url    = "https://dumps.wikimedia.org"
    }""",
    redistribution_info=license: "This work is licensed under the Creative Commons Attribution-ShareAlike 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-sa/3.0/ or send a letter to Creative Commons, PO Box 1866, Mountain View, CA 94042, USA.",
)

# Build your input pipeline
ds = ds.batch(400000)

#BPE Preprocessing
checkpoint = 0
for ex in tfds.as_numpy(ds):
    more_sentences = [ sp_bpe.encode_as_pieces( doc.decode("utf-8") ) for doc in ex['text']]
    #print (ex)
    model_r.build_vocab(more_sentences, update=True)
    model_r.train(more_sentences, total_examples=model_r.corpus_count, epochs=model_r.iter)
    SaveModel(model_r, params, model_type='word2vec', description='Java-Py-Wiki-SK-500-20E-128k['+str(checkpoint)+']')
    checkpoint = checkpoint + 1

2020-07-16 13:22:27,969 : INFO : collecting all words and their counts
2020-07-16 13:22:27,970 : INFO : PROGRESS: at sentence #0, processed 0 words, keeping 0 word types
2020-07-16 13:22:29,269 : INFO : PROGRESS: at sentence #10000, processed 6134488 words, keeping 108909 word types
2020-07-16 13:22:30,598 : INFO : PROGRESS: at sentence #20000, processed 12341018 words, keeping 121682 word types
2020-07-16 13:22:31,929 : INFO : PROGRESS: at sentence #30000, processed 18502463 words, keeping 126841 word types
2020-07-16 13:22:33,286 : INFO : PROGRESS: at sentence #40000, processed 24732505 words, keeping 130289 word types
2020-07-16 13:22:34,631 : INFO : PROGRESS: at sentence #50000, processed 30866003 words, keeping 133017 word types
2020-07-16 13:22:35,940 : INFO : PROGRESS: at sentence #60000, processed 36816425 words, keeping 135626 word types
2020-07-16 13:22:37,270 : INFO : PROGRESS: at sentence #70000, processed 42887326 words, keeping 136986 word types
2020-07-16 13:22:38,637 : INFO : PROGRESS: at sentence #80000, processed 49077475 words, keeping 138539 word types
2020-07-16 13:22:40,012 : INFO : PROGRESS: at sentence #90000, processed 55308400 words, keeping 139891 word types
2020-07-16 13:22:41,382 : INFO : PROGRESS: at sentence #100000, processed 61498849 words, keeping 141486 word types
2020-07-16 13:22:42,741 : INFO : PROGRESS: at sentence #110000, processed 67648378 words, keeping 142619 word types
2020-07-16 13:22:44,107 : INFO : PROGRESS: at sentence #120000, processed 73778680 words, keeping 143712 word types
2020-07-16 13:22:45,515 : INFO : PROGRESS: at sentence #130000, processed 80089826 words, keeping 145449 word types
2020-07-16 13:22:46,878 : INFO : PROGRESS: at sentence #140000, processed 86196574 words, keeping 147191 word types
2020-07-16 13:22:48,287 : INFO : PROGRESS: at sentence #150000, processed 92513051 words, keeping 149273 word types
2020-07-16 13:22:49,686 : INFO : PROGRESS: at sentence #160000, processed 98794945 words, keeping 150950 word types
2020-07-16 13:22:51,096 : INFO : PROGRESS: at sentence #170000, processed 105097865 words, keeping 152361 word types
2020-07-16 13:22:52,458 : INFO : PROGRESS: at sentence #180000, processed 111175609 words, keeping 154068 word types
2020-07-16 13:22:53,891 : INFO : PROGRESS: at sentence #190000, processed 117577277 words, keeping 155280 word types
2020-07-16 13:22:55,229 : INFO : PROGRESS: at sentence #200000, processed 123524189 words, keeping 156769 word types
2020-07-16 13:22:56,604 : INFO : PROGRESS: at sentence #210000, processed 129651128 words, keeping 158216 word types
2020-07-16 13:22:58,041 : INFO : PROGRESS: at sentence #220000, processed 136081647 words, keeping 159672 word types
2020-07-16 13:22:59,428 : INFO : PROGRESS: at sentence #230000, processed 142247436 words, keeping 160863 word types
2020-07-16 13:23:00,778 : INFO : PROGRESS: at sentence #240000, processed 148256667 words, keeping 163347 word types
2020-07-16 13:23:02,145 : INFO : PROGRESS: at sentence #250000, processed 154305993 words, keeping 164481 word types
2020-07-16 13:23:03,542 : INFO : PROGRESS: at sentence #260000, processed 160514044 words, keeping 165784 word types
2020-07-16 13:23:04,886 : INFO : PROGRESS: at sentence #270000, processed 166471301 words, keeping 167852 word types
2020-07-16 13:23:06,232 : INFO : PROGRESS: at sentence #280000, processed 172426451 words, keeping 169457 word types
2020-07-16 13:23:07,611 : INFO : PROGRESS: at sentence #290000, processed 178517196 words, keeping 170576 word types
2020-07-16 13:23:09,016 : INFO : PROGRESS: at sentence #300000, processed 184723217 words, keeping 171962 word types
2020-07-16 13:23:10,418 : INFO : PROGRESS: at sentence #310000, processed 190947408 words, keeping 173547 word types
2020-07-16 13:23:11,809 : INFO : PROGRESS: at sentence #320000, processed 197061057 words, keeping 174764 word types
2020-07-16 13:23:13,239 : INFO : PROGRESS: at sentence #330000, processed 203372935 words, keeping 175967 word types
2020-07-16 13:23:14,656 : INFO : PROGRESS: at sentence #340000, processed 209592426 words, keeping 177007 word types
2020-07-16 13:23:16,071 : INFO : PROGRESS: at sentence #350000, processed 215817475 words, keeping 178361 word types
2020-07-16 13:23:17,446 : INFO : PROGRESS: at sentence #360000, processed 221861800 words, keeping 180160 word types
2020-07-16 13:23:18,863 : INFO : PROGRESS: at sentence #370000, processed 228093742 words, keeping 181106 word types
2020-07-16 13:23:20,289 : INFO : PROGRESS: at sentence #380000, processed 234351072 words, keeping 182441 word types
2020-07-16 13:23:21,673 : INFO : PROGRESS: at sentence #390000, processed 240437980 words, keeping 183673 word types
2020-07-16 13:23:23,065 : INFO : collected 185188 word types from a corpus of 246540407 raw words and 400000 sentences
2020-07-16 13:23:23,066 : INFO : Updating model with new vocabulary
2020-07-16 13:23:27,835 : INFO : New added 126380 unique words (40% of original 311568) and increased the count of 126380 pre-existing words (40% of original 311568)
2020-07-16 13:23:28,572 : INFO : deleting the raw counts dictionary of 185188 items
2020-07-16 13:23:28,578 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-16 13:23:28,580 : INFO : downsampling leaves estimated 379352704 word corpus (153.9% of prior 246456485)
2020-07-16 13:23:28,808 : INFO : estimated required memory for 252760 words and 500 dimensions: 1137420000 bytes
2020-07-16 13:23:28,809 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:7: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  import sys
2020-07-16 13:23:46,294 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-16 13:23:46,295 : INFO : training model with 4 workers on 127261 vocabulary and 500 features, using sg=1 hs=0 sample=0.001 negative=5 window=5
2020-07-16 13:23:47,314 : INFO : EPOCH 1 - PROGRESS: at 0.12% examples, 207112 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:23:48,315 : INFO : EPOCH 1 - PROGRESS: at 0.27% examples, 219380 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:23:49,341 : INFO : EPOCH 1 - PROGRESS: at 0.39% examples, 216784 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:23:50,361 : INFO : EPOCH 1 - PROGRESS: at 0.52% examples, 218804 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:23:51,445 : INFO : EPOCH 1 - PROGRESS: at 0.64% examples, 219806 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:23:52,452 : INFO : EPOCH 1 - PROGRESS: at 0.76% examples, 221179 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:23:53,477 : INFO : EPOCH 1 - PROGRESS: at 0.89% examples, 222265 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:23:54,481 : INFO : EPOCH 1 - PROGRESS: at 1.01% examples, 223191 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:23:55,483 : INFO : EPOCH 1 - PROGRESS: at 1.11% examples, 222595 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:23:56,499 : INFO : EPOCH 1 - PROGRESS: at 1.23% examples, 223155 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:23:57,501 : INFO : EPOCH 1 - PROGRESS: at 1.34% examples, 223530 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:23:58,524 : INFO : EPOCH 1 - PROGRESS: at 1.47% examples, 223302 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:23:59,538 : INFO : EPOCH 1 - PROGRESS: at 1.60% examples, 223436 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:00,574 : INFO : EPOCH 1 - PROGRESS: at 1.72% examples, 223340 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:01,607 : INFO : EPOCH 1 - PROGRESS: at 1.86% examples, 223158 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:02,654 : INFO : EPOCH 1 - PROGRESS: at 1.99% examples, 223068 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:03,659 : INFO : EPOCH 1 - PROGRESS: at 2.10% examples, 223586 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:04,747 : INFO : EPOCH 1 - PROGRESS: at 2.22% examples, 223093 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:05,751 : INFO : EPOCH 1 - PROGRESS: at 2.34% examples, 223545 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:06,771 : INFO : EPOCH 1 - PROGRESS: at 2.46% examples, 223839 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:07,798 : INFO : EPOCH 1 - PROGRESS: at 2.57% examples, 223381 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:08,818 : INFO : EPOCH 1 - PROGRESS: at 2.70% examples, 223573 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:09,837 : INFO : EPOCH 1 - PROGRESS: at 2.83% examples, 223929 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:10,903 : INFO : EPOCH 1 - PROGRESS: at 2.95% examples, 223517 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:11,917 : INFO : EPOCH 1 - PROGRESS: at 3.08% examples, 223729 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:12,960 : INFO : EPOCH 1 - PROGRESS: at 3.19% examples, 223783 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:14,040 : INFO : EPOCH 1 - PROGRESS: at 3.31% examples, 223612 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:15,132 : INFO : EPOCH 1 - PROGRESS: at 3.44% examples, 223567 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:16,141 : INFO : EPOCH 1 - PROGRESS: at 3.57% examples, 224043 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:17,157 : INFO : EPOCH 1 - PROGRESS: at 3.70% examples, 223886 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:18,167 : INFO : EPOCH 1 - PROGRESS: at 3.83% examples, 223902 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:19,191 : INFO : EPOCH 1 - PROGRESS: at 3.95% examples, 223949 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:20,194 : INFO : EPOCH 1 - PROGRESS: at 4.05% examples, 223819 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:21,204 : INFO : EPOCH 1 - PROGRESS: at 4.17% examples, 224038 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:22,208 : INFO : EPOCH 1 - PROGRESS: at 4.29% examples, 223956 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:23,279 : INFO : EPOCH 1 - PROGRESS: at 4.41% examples, 223883 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:24,285 : INFO : EPOCH 1 - PROGRESS: at 4.53% examples, 223847 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:25,359 : INFO : EPOCH 1 - PROGRESS: at 4.67% examples, 223793 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:26,360 : INFO : EPOCH 1 - PROGRESS: at 4.77% examples, 223867 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:27,408 : INFO : EPOCH 1 - PROGRESS: at 4.91% examples, 223849 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:28,419 : INFO : EPOCH 1 - PROGRESS: at 5.03% examples, 223979 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:29,424 : INFO : EPOCH 1 - PROGRESS: at 5.15% examples, 223814 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:30,444 : INFO : EPOCH 1 - PROGRESS: at 5.26% examples, 223905 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:31,458 : INFO : EPOCH 1 - PROGRESS: at 5.36% examples, 223772 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:32,470 : INFO : EPOCH 1 - PROGRESS: at 5.50% examples, 223948 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:33,473 : INFO : EPOCH 1 - PROGRESS: at 5.62% examples, 223825 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:34,493 : INFO : EPOCH 1 - PROGRESS: at 5.76% examples, 223969 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:35,497 : INFO : EPOCH 1 - PROGRESS: at 5.89% examples, 224064 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:36,511 : INFO : EPOCH 1 - PROGRESS: at 5.99% examples, 223850 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:37,513 : INFO : EPOCH 1 - PROGRESS: at 6.12% examples, 223957 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:38,528 : INFO : EPOCH 1 - PROGRESS: at 6.24% examples, 223936 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:39,533 : INFO : EPOCH 1 - PROGRESS: at 6.38% examples, 224122 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:40,552 : INFO : EPOCH 1 - PROGRESS: at 6.47% examples, 224052 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:41,576 : INFO : EPOCH 1 - PROGRESS: at 6.60% examples, 224089 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:42,581 : INFO : EPOCH 1 - PROGRESS: at 6.71% examples, 224094 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:43,618 : INFO : EPOCH 1 - PROGRESS: at 6.82% examples, 223922 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:44,656 : INFO : EPOCH 1 - PROGRESS: at 6.95% examples, 223987 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:45,678 : INFO : EPOCH 1 - PROGRESS: at 7.07% examples, 223966 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:46,681 : INFO : EPOCH 1 - PROGRESS: at 7.21% examples, 223947 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:47,723 : INFO : EPOCH 1 - PROGRESS: at 7.34% examples, 223985 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:48,745 : INFO : EPOCH 1 - PROGRESS: at 7.46% examples, 223888 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:49,749 : INFO : EPOCH 1 - PROGRESS: at 7.60% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:50,751 : INFO : EPOCH 1 - PROGRESS: at 7.71% examples, 223955 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:51,778 : INFO : EPOCH 1 - PROGRESS: at 7.83% examples, 223900 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:52,796 : INFO : EPOCH 1 - PROGRESS: at 7.95% examples, 224054 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:53,826 : INFO : EPOCH 1 - PROGRESS: at 8.06% examples, 224107 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:54,850 : INFO : EPOCH 1 - PROGRESS: at 8.18% examples, 224066 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:55,869 : INFO : EPOCH 1 - PROGRESS: at 8.30% examples, 223987 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:56,902 : INFO : EPOCH 1 - PROGRESS: at 8.42% examples, 224041 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:57,934 : INFO : EPOCH 1 - PROGRESS: at 8.54% examples, 223981 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:24:58,967 : INFO : EPOCH 1 - PROGRESS: at 8.68% examples, 224029 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:00,080 : INFO : EPOCH 1 - PROGRESS: at 8.81% examples, 223904 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:01,111 : INFO : EPOCH 1 - PROGRESS: at 8.93% examples, 223932 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:02,149 : INFO : EPOCH 1 - PROGRESS: at 9.05% examples, 224039 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:03,163 : INFO : EPOCH 1 - PROGRESS: at 9.18% examples, 224012 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:04,165 : INFO : EPOCH 1 - PROGRESS: at 9.32% examples, 224060 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:05,183 : INFO : EPOCH 1 - PROGRESS: at 9.44% examples, 224047 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:06,204 : INFO : EPOCH 1 - PROGRESS: at 9.54% examples, 223933 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:07,220 : INFO : EPOCH 1 - PROGRESS: at 9.66% examples, 224037 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:08,260 : INFO : EPOCH 1 - PROGRESS: at 9.77% examples, 224070 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:09,294 : INFO : EPOCH 1 - PROGRESS: at 9.90% examples, 224062 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:10,307 : INFO : EPOCH 1 - PROGRESS: at 10.03% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:11,310 : INFO : EPOCH 1 - PROGRESS: at 10.15% examples, 224025 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:12,319 : INFO : EPOCH 1 - PROGRESS: at 10.29% examples, 224028 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:13,337 : INFO : EPOCH 1 - PROGRESS: at 10.41% examples, 224051 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:14,352 : INFO : EPOCH 1 - PROGRESS: at 10.53% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:15,367 : INFO : EPOCH 1 - PROGRESS: at 10.65% examples, 224020 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:16,374 : INFO : EPOCH 1 - PROGRESS: at 10.77% examples, 224025 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:17,385 : INFO : EPOCH 1 - PROGRESS: at 10.90% examples, 224127 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:18,400 : INFO : EPOCH 1 - PROGRESS: at 11.03% examples, 224082 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:19,402 : INFO : EPOCH 1 - PROGRESS: at 11.14% examples, 224087 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:20,412 : INFO : EPOCH 1 - PROGRESS: at 11.26% examples, 224058 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:21,418 : INFO : EPOCH 1 - PROGRESS: at 11.38% examples, 224132 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:22,477 : INFO : EPOCH 1 - PROGRESS: at 11.51% examples, 224054 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:23,507 : INFO : EPOCH 1 - PROGRESS: at 11.61% examples, 224106 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:24,571 : INFO : EPOCH 1 - PROGRESS: at 11.74% examples, 224101 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:25,595 : INFO : EPOCH 1 - PROGRESS: at 11.87% examples, 224105 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:26,601 : INFO : EPOCH 1 - PROGRESS: at 12.01% examples, 224146 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:27,603 : INFO : EPOCH 1 - PROGRESS: at 12.14% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:28,603 : INFO : EPOCH 1 - PROGRESS: at 12.26% examples, 224105 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:29,618 : INFO : EPOCH 1 - PROGRESS: at 12.37% examples, 224061 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:30,625 : INFO : EPOCH 1 - PROGRESS: at 12.49% examples, 224105 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:31,643 : INFO : EPOCH 1 - PROGRESS: at 12.61% examples, 224153 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:32,651 : INFO : EPOCH 1 - PROGRESS: at 12.74% examples, 224101 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:33,656 : INFO : EPOCH 1 - PROGRESS: at 12.85% examples, 223953 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:34,681 : INFO : EPOCH 1 - PROGRESS: at 12.99% examples, 223908 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:35,692 : INFO : EPOCH 1 - PROGRESS: at 13.11% examples, 223706 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:36,698 : INFO : EPOCH 1 - PROGRESS: at 13.22% examples, 223420 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:37,711 : INFO : EPOCH 1 - PROGRESS: at 13.36% examples, 223357 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:38,732 : INFO : EPOCH 1 - PROGRESS: at 13.47% examples, 223305 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:39,743 : INFO : EPOCH 1 - PROGRESS: at 13.60% examples, 223303 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:40,761 : INFO : EPOCH 1 - PROGRESS: at 13.71% examples, 223356 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:41,770 : INFO : EPOCH 1 - PROGRESS: at 13.82% examples, 223341 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:42,778 : INFO : EPOCH 1 - PROGRESS: at 13.95% examples, 223385 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:43,806 : INFO : EPOCH 1 - PROGRESS: at 14.07% examples, 223347 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:44,835 : INFO : EPOCH 1 - PROGRESS: at 14.21% examples, 223371 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:45,875 : INFO : EPOCH 1 - PROGRESS: at 14.34% examples, 223383 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:46,898 : INFO : EPOCH 1 - PROGRESS: at 14.47% examples, 223422 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:47,899 : INFO : EPOCH 1 - PROGRESS: at 14.59% examples, 223409 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:48,937 : INFO : EPOCH 1 - PROGRESS: at 14.72% examples, 223419 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:49,948 : INFO : EPOCH 1 - PROGRESS: at 14.85% examples, 223392 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:50,988 : INFO : EPOCH 1 - PROGRESS: at 14.97% examples, 223356 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:52,001 : INFO : EPOCH 1 - PROGRESS: at 15.10% examples, 223445 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:53,018 : INFO : EPOCH 1 - PROGRESS: at 15.23% examples, 223419 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:54,054 : INFO : EPOCH 1 - PROGRESS: at 15.35% examples, 223440 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:55,083 : INFO : EPOCH 1 - PROGRESS: at 15.49% examples, 223452 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:56,166 : INFO : EPOCH 1 - PROGRESS: at 15.61% examples, 223396 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:25:57,168 : INFO : EPOCH 1 - PROGRESS: at 15.74% examples, 223521 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:58,215 : INFO : EPOCH 1 - PROGRESS: at 15.87% examples, 223424 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:25:59,227 : INFO : EPOCH 1 - PROGRESS: at 16.00% examples, 223459 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:00,235 : INFO : EPOCH 1 - PROGRESS: at 16.12% examples, 223488 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:01,306 : INFO : EPOCH 1 - PROGRESS: at 16.25% examples, 223424 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:02,334 : INFO : EPOCH 1 - PROGRESS: at 16.38% examples, 223440 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:03,347 : INFO : EPOCH 1 - PROGRESS: at 16.52% examples, 223493 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:04,371 : INFO : EPOCH 1 - PROGRESS: at 16.62% examples, 223508 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:05,403 : INFO : EPOCH 1 - PROGRESS: at 16.75% examples, 223509 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:06,429 : INFO : EPOCH 1 - PROGRESS: at 16.89% examples, 223503 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:07,470 : INFO : EPOCH 1 - PROGRESS: at 17.01% examples, 223470 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:08,490 : INFO : EPOCH 1 - PROGRESS: at 17.12% examples, 223515 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:09,526 : INFO : EPOCH 1 - PROGRESS: at 17.22% examples, 223496 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:10,573 : INFO : EPOCH 1 - PROGRESS: at 17.36% examples, 223470 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:11,596 : INFO : EPOCH 1 - PROGRESS: at 17.48% examples, 223540 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:12,608 : INFO : EPOCH 1 - PROGRESS: at 17.59% examples, 223485 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:13,645 : INFO : EPOCH 1 - PROGRESS: at 17.71% examples, 223468 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:14,731 : INFO : EPOCH 1 - PROGRESS: at 17.84% examples, 223468 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:15,759 : INFO : EPOCH 1 - PROGRESS: at 17.97% examples, 223499 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:16,770 : INFO : EPOCH 1 - PROGRESS: at 18.10% examples, 223521 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:17,782 : INFO : EPOCH 1 - PROGRESS: at 18.22% examples, 223545 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:18,788 : INFO : EPOCH 1 - PROGRESS: at 18.35% examples, 223543 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:19,796 : INFO : EPOCH 1 - PROGRESS: at 18.45% examples, 223521 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:20,803 : INFO : EPOCH 1 - PROGRESS: at 18.58% examples, 223560 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:21,834 : INFO : EPOCH 1 - PROGRESS: at 18.68% examples, 223548 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:22,843 : INFO : EPOCH 1 - PROGRESS: at 18.81% examples, 223574 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:23,858 : INFO : EPOCH 1 - PROGRESS: at 18.93% examples, 223577 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:24,872 : INFO : EPOCH 1 - PROGRESS: at 19.04% examples, 223587 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:25,932 : INFO : EPOCH 1 - PROGRESS: at 19.17% examples, 223554 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:26,933 : INFO : EPOCH 1 - PROGRESS: at 19.29% examples, 223596 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:27,940 : INFO : EPOCH 1 - PROGRESS: at 19.42% examples, 223608 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:28,950 : INFO : EPOCH 1 - PROGRESS: at 19.53% examples, 223560 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:29,957 : INFO : EPOCH 1 - PROGRESS: at 19.66% examples, 223605 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:30,960 : INFO : EPOCH 1 - PROGRESS: at 19.79% examples, 223621 words/s, in_qsize 6, out_qsize 1
2020-07-16 13:26:31,967 : INFO : EPOCH 1 - PROGRESS: at 19.90% examples, 223594 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:33,000 : INFO : EPOCH 1 - PROGRESS: at 20.03% examples, 223596 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:34,005 : INFO : EPOCH 1 - PROGRESS: at 20.14% examples, 223606 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:35,042 : INFO : EPOCH 1 - PROGRESS: at 20.27% examples, 223596 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:36,104 : INFO : EPOCH 1 - PROGRESS: at 20.39% examples, 223586 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:37,108 : INFO : EPOCH 1 - PROGRESS: at 20.52% examples, 223634 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:38,126 : INFO : EPOCH 1 - PROGRESS: at 20.65% examples, 223628 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:39,128 : INFO : EPOCH 1 - PROGRESS: at 20.78% examples, 223648 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:40,129 : INFO : EPOCH 1 - PROGRESS: at 20.89% examples, 223600 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:41,156 : INFO : EPOCH 1 - PROGRESS: at 21.02% examples, 223646 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:42,226 : INFO : EPOCH 1 - PROGRESS: at 21.15% examples, 223598 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:43,229 : INFO : EPOCH 1 - PROGRESS: at 21.26% examples, 223610 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:44,236 : INFO : EPOCH 1 - PROGRESS: at 21.39% examples, 223641 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:45,283 : INFO : EPOCH 1 - PROGRESS: at 21.52% examples, 223639 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:46,316 : INFO : EPOCH 1 - PROGRESS: at 21.64% examples, 223625 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:47,345 : INFO : EPOCH 1 - PROGRESS: at 21.75% examples, 223614 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:48,355 : INFO : EPOCH 1 - PROGRESS: at 21.87% examples, 223619 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:49,375 : INFO : EPOCH 1 - PROGRESS: at 22.01% examples, 223685 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:50,432 : INFO : EPOCH 1 - PROGRESS: at 22.15% examples, 223645 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:51,442 : INFO : EPOCH 1 - PROGRESS: at 22.28% examples, 223685 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:52,469 : INFO : EPOCH 1 - PROGRESS: at 22.38% examples, 223649 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:53,499 : INFO : EPOCH 1 - PROGRESS: at 22.50% examples, 223676 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:54,525 : INFO : EPOCH 1 - PROGRESS: at 22.61% examples, 223693 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:55,545 : INFO : EPOCH 1 - PROGRESS: at 22.72% examples, 223674 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:56,585 : INFO : EPOCH 1 - PROGRESS: at 22.87% examples, 223675 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:57,664 : INFO : EPOCH 1 - PROGRESS: at 23.00% examples, 223663 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:58,667 : INFO : EPOCH 1 - PROGRESS: at 23.12% examples, 223656 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:26:59,686 : INFO : EPOCH 1 - PROGRESS: at 23.24% examples, 223697 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:00,693 : INFO : EPOCH 1 - PROGRESS: at 23.37% examples, 223700 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:01,709 : INFO : EPOCH 1 - PROGRESS: at 23.47% examples, 223702 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:02,747 : INFO : EPOCH 1 - PROGRESS: at 23.60% examples, 223692 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:03,753 : INFO : EPOCH 1 - PROGRESS: at 23.73% examples, 223696 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:04,783 : INFO : EPOCH 1 - PROGRESS: at 23.86% examples, 223704 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:05,811 : INFO : EPOCH 1 - PROGRESS: at 24.00% examples, 223696 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:06,823 : INFO : EPOCH 1 - PROGRESS: at 24.12% examples, 223730 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:07,843 : INFO : EPOCH 1 - PROGRESS: at 24.24% examples, 223707 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:08,904 : INFO : EPOCH 1 - PROGRESS: at 24.36% examples, 223689 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:09,905 : INFO : EPOCH 1 - PROGRESS: at 24.48% examples, 223683 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:10,926 : INFO : EPOCH 1 - PROGRESS: at 24.59% examples, 223728 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:11,930 : INFO : EPOCH 1 - PROGRESS: at 24.71% examples, 223707 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:12,938 : INFO : EPOCH 1 - PROGRESS: at 24.82% examples, 223693 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:13,951 : INFO : EPOCH 1 - PROGRESS: at 24.95% examples, 223688 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:14,964 : INFO : EPOCH 1 - PROGRESS: at 25.05% examples, 223699 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:15,987 : INFO : EPOCH 1 - PROGRESS: at 25.18% examples, 223703 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:16,989 : INFO : EPOCH 1 - PROGRESS: at 25.30% examples, 223701 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:17,992 : INFO : EPOCH 1 - PROGRESS: at 25.42% examples, 223690 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:19,000 : INFO : EPOCH 1 - PROGRESS: at 25.53% examples, 223704 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:20,053 : INFO : EPOCH 1 - PROGRESS: at 25.65% examples, 223688 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:21,061 : INFO : EPOCH 1 - PROGRESS: at 25.77% examples, 223725 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:22,099 : INFO : EPOCH 1 - PROGRESS: at 25.88% examples, 223701 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:27:23,155 : INFO : EPOCH 1 - PROGRESS: at 26.01% examples, 223695 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:24,185 : INFO : EPOCH 1 - PROGRESS: at 26.15% examples, 223730 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:25,187 : INFO : EPOCH 1 - PROGRESS: at 26.27% examples, 223761 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:26,247 : INFO : EPOCH 1 - PROGRESS: at 26.40% examples, 223715 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:27,252 : INFO : EPOCH 1 - PROGRESS: at 26.54% examples, 223743 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:28,254 : INFO : EPOCH 1 - PROGRESS: at 26.67% examples, 223736 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:29,292 : INFO : EPOCH 1 - PROGRESS: at 26.80% examples, 223711 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:30,302 : INFO : EPOCH 1 - PROGRESS: at 26.93% examples, 223748 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:31,313 : INFO : EPOCH 1 - PROGRESS: at 27.05% examples, 223743 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:32,363 : INFO : EPOCH 1 - PROGRESS: at 27.17% examples, 223742 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:33,388 : INFO : EPOCH 1 - PROGRESS: at 27.30% examples, 223748 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:34,402 : INFO : EPOCH 1 - PROGRESS: at 27.42% examples, 223752 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:35,427 : INFO : EPOCH 1 - PROGRESS: at 27.56% examples, 223743 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:36,444 : INFO : EPOCH 1 - PROGRESS: at 27.69% examples, 223763 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:37,455 : INFO : EPOCH 1 - PROGRESS: at 27.82% examples, 223746 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:38,456 : INFO : EPOCH 1 - PROGRESS: at 27.94% examples, 223728 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:39,461 : INFO : EPOCH 1 - PROGRESS: at 28.08% examples, 223721 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:40,470 : INFO : EPOCH 1 - PROGRESS: at 28.20% examples, 223771 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:41,478 : INFO : EPOCH 1 - PROGRESS: at 28.32% examples, 223736 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:42,497 : INFO : EPOCH 1 - PROGRESS: at 28.43% examples, 223754 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:43,563 : INFO : EPOCH 1 - PROGRESS: at 28.57% examples, 223737 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:44,596 : INFO : EPOCH 1 - PROGRESS: at 28.69% examples, 223740 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:45,610 : INFO : EPOCH 1 - PROGRESS: at 28.83% examples, 223743 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:46,666 : INFO : EPOCH 1 - PROGRESS: at 28.97% examples, 223761 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:47,686 : INFO : EPOCH 1 - PROGRESS: at 29.11% examples, 223762 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:48,747 : INFO : EPOCH 1 - PROGRESS: at 29.23% examples, 223753 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:49,799 : INFO : EPOCH 1 - PROGRESS: at 29.34% examples, 223734 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:50,812 : INFO : EPOCH 1 - PROGRESS: at 29.47% examples, 223745 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:51,815 : INFO : EPOCH 1 - PROGRESS: at 29.59% examples, 223762 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:52,842 : INFO : EPOCH 1 - PROGRESS: at 29.71% examples, 223770 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:53,852 : INFO : EPOCH 1 - PROGRESS: at 29.79% examples, 223750 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:54,858 : INFO : EPOCH 1 - PROGRESS: at 29.92% examples, 223769 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:55,935 : INFO : EPOCH 1 - PROGRESS: at 30.02% examples, 223730 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:57,000 : INFO : EPOCH 1 - PROGRESS: at 30.15% examples, 223748 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:58,029 : INFO : EPOCH 1 - PROGRESS: at 30.28% examples, 223778 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:27:59,035 : INFO : EPOCH 1 - PROGRESS: at 30.39% examples, 223770 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:00,057 : INFO : EPOCH 1 - PROGRESS: at 30.50% examples, 223774 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:01,098 : INFO : EPOCH 1 - PROGRESS: at 30.62% examples, 223765 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:02,124 : INFO : EPOCH 1 - PROGRESS: at 30.76% examples, 223769 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:03,133 : INFO : EPOCH 1 - PROGRESS: at 30.87% examples, 223795 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:04,195 : INFO : EPOCH 1 - PROGRESS: at 31.01% examples, 223763 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:05,247 : INFO : EPOCH 1 - PROGRESS: at 31.13% examples, 223774 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:06,255 : INFO : EPOCH 1 - PROGRESS: at 31.25% examples, 223765 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:07,272 : INFO : EPOCH 1 - PROGRESS: at 31.37% examples, 223759 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:08,288 : INFO : EPOCH 1 - PROGRESS: at 31.50% examples, 223757 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:09,314 : INFO : EPOCH 1 - PROGRESS: at 31.62% examples, 223757 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:10,342 : INFO : EPOCH 1 - PROGRESS: at 31.75% examples, 223757 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:11,352 : INFO : EPOCH 1 - PROGRESS: at 31.86% examples, 223779 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:28:12,382 : INFO : EPOCH 1 - PROGRESS: at 31.96% examples, 223782 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:13,392 : INFO : EPOCH 1 - PROGRESS: at 32.07% examples, 223786 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:14,441 : INFO : EPOCH 1 - PROGRESS: at 32.18% examples, 223773 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:15,482 : INFO : EPOCH 1 - PROGRESS: at 32.31% examples, 223785 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:16,505 : INFO : EPOCH 1 - PROGRESS: at 32.44% examples, 223807 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:17,537 : INFO : EPOCH 1 - PROGRESS: at 32.54% examples, 223782 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:18,543 : INFO : EPOCH 1 - PROGRESS: at 32.65% examples, 223816 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:19,560 : INFO : EPOCH 1 - PROGRESS: at 32.78% examples, 223815 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:20,631 : INFO : EPOCH 1 - PROGRESS: at 32.91% examples, 223773 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:21,646 : INFO : EPOCH 1 - PROGRESS: at 33.05% examples, 223806 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:22,660 : INFO : EPOCH 1 - PROGRESS: at 33.18% examples, 223794 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:23,691 : INFO : EPOCH 1 - PROGRESS: at 33.31% examples, 223796 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:24,702 : INFO : EPOCH 1 - PROGRESS: at 33.42% examples, 223801 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:25,721 : INFO : EPOCH 1 - PROGRESS: at 33.54% examples, 223794 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:26,757 : INFO : EPOCH 1 - PROGRESS: at 33.67% examples, 223824 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:27,861 : INFO : EPOCH 1 - PROGRESS: at 33.79% examples, 223778 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:28,923 : INFO : EPOCH 1 - PROGRESS: at 33.93% examples, 223797 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:29,928 : INFO : EPOCH 1 - PROGRESS: at 34.05% examples, 223833 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:30,961 : INFO : EPOCH 1 - PROGRESS: at 34.17% examples, 223804 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:31,965 : INFO : EPOCH 1 - PROGRESS: at 34.28% examples, 223797 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:32,974 : INFO : EPOCH 1 - PROGRESS: at 34.41% examples, 223829 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:33,976 : INFO : EPOCH 1 - PROGRESS: at 34.53% examples, 223825 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:34,987 : INFO : EPOCH 1 - PROGRESS: at 34.64% examples, 223809 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:36,011 : INFO : EPOCH 1 - PROGRESS: at 34.78% examples, 223826 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:37,082 : INFO : EPOCH 1 - PROGRESS: at 34.91% examples, 223791 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:38,131 : INFO : EPOCH 1 - PROGRESS: at 35.04% examples, 223815 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:39,167 : INFO : EPOCH 1 - PROGRESS: at 35.16% examples, 223806 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:40,233 : INFO : EPOCH 1 - PROGRESS: at 35.29% examples, 223798 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:41,263 : INFO : EPOCH 1 - PROGRESS: at 35.41% examples, 223810 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:42,264 : INFO : EPOCH 1 - PROGRESS: at 35.53% examples, 223826 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:43,268 : INFO : EPOCH 1 - PROGRESS: at 35.65% examples, 223831 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:44,273 : INFO : EPOCH 1 - PROGRESS: at 35.76% examples, 223854 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:45,289 : INFO : EPOCH 1 - PROGRESS: at 35.87% examples, 223819 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:46,297 : INFO : EPOCH 1 - PROGRESS: at 35.99% examples, 223844 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:47,324 : INFO : EPOCH 1 - PROGRESS: at 36.11% examples, 223837 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:48,394 : INFO : EPOCH 1 - PROGRESS: at 36.25% examples, 223805 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:49,422 : INFO : EPOCH 1 - PROGRESS: at 36.36% examples, 223820 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:50,444 : INFO : EPOCH 1 - PROGRESS: at 36.48% examples, 223838 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:51,470 : INFO : EPOCH 1 - PROGRESS: at 36.59% examples, 223832 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:52,471 : INFO : EPOCH 1 - PROGRESS: at 36.70% examples, 223825 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:53,491 : INFO : EPOCH 1 - PROGRESS: at 36.82% examples, 223840 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:54,498 : INFO : EPOCH 1 - PROGRESS: at 36.93% examples, 223837 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:55,504 : INFO : EPOCH 1 - PROGRESS: at 37.05% examples, 223840 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:56,571 : INFO : EPOCH 1 - PROGRESS: at 37.17% examples, 223822 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:57,576 : INFO : EPOCH 1 - PROGRESS: at 37.30% examples, 223834 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:58,591 : INFO : EPOCH 1 - PROGRESS: at 37.43% examples, 223827 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:28:59,598 : INFO : EPOCH 1 - PROGRESS: at 37.56% examples, 223853 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:00,611 : INFO : EPOCH 1 - PROGRESS: at 37.67% examples, 223807 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:01,709 : INFO : EPOCH 1 - PROGRESS: at 37.82% examples, 223808 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:02,715 : INFO : EPOCH 1 - PROGRESS: at 37.94% examples, 223852 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:03,739 : INFO : EPOCH 1 - PROGRESS: at 38.06% examples, 223834 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:04,771 : INFO : EPOCH 1 - PROGRESS: at 38.18% examples, 223811 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:05,775 : INFO : EPOCH 1 - PROGRESS: at 38.30% examples, 223865 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:06,866 : INFO : EPOCH 1 - PROGRESS: at 38.41% examples, 223820 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:07,874 : INFO : EPOCH 1 - PROGRESS: at 38.53% examples, 223860 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:08,878 : INFO : EPOCH 1 - PROGRESS: at 38.65% examples, 223841 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:09,879 : INFO : EPOCH 1 - PROGRESS: at 38.77% examples, 223837 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:10,968 : INFO : EPOCH 1 - PROGRESS: at 38.89% examples, 223834 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:11,971 : INFO : EPOCH 1 - PROGRESS: at 39.02% examples, 223843 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:12,992 : INFO : EPOCH 1 - PROGRESS: at 39.15% examples, 223842 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:14,037 : INFO : EPOCH 1 - PROGRESS: at 39.27% examples, 223835 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:15,075 : INFO : EPOCH 1 - PROGRESS: at 39.39% examples, 223856 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:16,078 : INFO : EPOCH 1 - PROGRESS: at 39.51% examples, 223841 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:17,086 : INFO : EPOCH 1 - PROGRESS: at 39.64% examples, 223863 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:18,092 : INFO : EPOCH 1 - PROGRESS: at 39.76% examples, 223858 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:19,098 : INFO : EPOCH 1 - PROGRESS: at 39.89% examples, 223861 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:20,148 : INFO : EPOCH 1 - PROGRESS: at 39.99% examples, 223861 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:21,200 : INFO : EPOCH 1 - PROGRESS: at 40.12% examples, 223860 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:22,203 : INFO : EPOCH 1 - PROGRESS: at 40.24% examples, 223861 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:23,204 : INFO : EPOCH 1 - PROGRESS: at 40.35% examples, 223860 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:24,225 : INFO : EPOCH 1 - PROGRESS: at 40.48% examples, 223863 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:25,288 : INFO : EPOCH 1 - PROGRESS: at 40.60% examples, 223864 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:26,295 : INFO : EPOCH 1 - PROGRESS: at 40.72% examples, 223868 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:27,303 : INFO : EPOCH 1 - PROGRESS: at 40.85% examples, 223874 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:28,316 : INFO : EPOCH 1 - PROGRESS: at 40.97% examples, 223863 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:29,321 : INFO : EPOCH 1 - PROGRESS: at 41.08% examples, 223872 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:30,333 : INFO : EPOCH 1 - PROGRESS: at 41.21% examples, 223888 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:31,350 : INFO : EPOCH 1 - PROGRESS: at 41.32% examples, 223874 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:32,358 : INFO : EPOCH 1 - PROGRESS: at 41.42% examples, 223862 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:33,366 : INFO : EPOCH 1 - PROGRESS: at 41.54% examples, 223865 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:34,428 : INFO : EPOCH 1 - PROGRESS: at 41.65% examples, 223853 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:35,468 : INFO : EPOCH 1 - PROGRESS: at 41.79% examples, 223864 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:36,490 : INFO : EPOCH 1 - PROGRESS: at 41.91% examples, 223854 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:37,520 : INFO : EPOCH 1 - PROGRESS: at 42.03% examples, 223858 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:38,529 : INFO : EPOCH 1 - PROGRESS: at 42.15% examples, 223868 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:39,532 : INFO : EPOCH 1 - PROGRESS: at 42.28% examples, 223860 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:40,563 : INFO : EPOCH 1 - PROGRESS: at 42.41% examples, 223862 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:41,586 : INFO : EPOCH 1 - PROGRESS: at 42.52% examples, 223871 words/s, in_qsize 6, out_qsize 1
2020-07-16 13:29:42,598 : INFO : EPOCH 1 - PROGRESS: at 42.66% examples, 223874 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:43,610 : INFO : EPOCH 1 - PROGRESS: at 42.77% examples, 223855 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:44,652 : INFO : EPOCH 1 - PROGRESS: at 42.89% examples, 223868 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:45,680 : INFO : EPOCH 1 - PROGRESS: at 43.03% examples, 223860 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:46,694 : INFO : EPOCH 1 - PROGRESS: at 43.13% examples, 223866 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:47,721 : INFO : EPOCH 1 - PROGRESS: at 43.25% examples, 223873 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:48,743 : INFO : EPOCH 1 - PROGRESS: at 43.37% examples, 223873 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:49,755 : INFO : EPOCH 1 - PROGRESS: at 43.51% examples, 223887 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:50,784 : INFO : EPOCH 1 - PROGRESS: at 43.62% examples, 223877 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:51,807 : INFO : EPOCH 1 - PROGRESS: at 43.73% examples, 223873 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:52,825 : INFO : EPOCH 1 - PROGRESS: at 43.87% examples, 223873 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:53,892 : INFO : EPOCH 1 - PROGRESS: at 43.99% examples, 223864 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:54,953 : INFO : EPOCH 1 - PROGRESS: at 44.11% examples, 223867 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:55,961 : INFO : EPOCH 1 - PROGRESS: at 44.24% examples, 223863 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:57,007 : INFO : EPOCH 1 - PROGRESS: at 44.38% examples, 223866 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:58,039 : INFO : EPOCH 1 - PROGRESS: at 44.49% examples, 223859 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:29:59,061 : INFO : EPOCH 1 - PROGRESS: at 44.62% examples, 223865 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:00,066 : INFO : EPOCH 1 - PROGRESS: at 44.74% examples, 223879 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:01,089 : INFO : EPOCH 1 - PROGRESS: at 44.89% examples, 223877 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:02,101 : INFO : EPOCH 1 - PROGRESS: at 45.00% examples, 223877 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:03,108 : INFO : EPOCH 1 - PROGRESS: at 45.12% examples, 223861 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:04,109 : INFO : EPOCH 1 - PROGRESS: at 45.24% examples, 223833 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:05,124 : INFO : EPOCH 1 - PROGRESS: at 45.36% examples, 223803 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:06,138 : INFO : EPOCH 1 - PROGRESS: at 45.47% examples, 223770 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:07,158 : INFO : EPOCH 1 - PROGRESS: at 45.58% examples, 223684 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:08,212 : INFO : EPOCH 1 - PROGRESS: at 45.67% examples, 223653 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:09,235 : INFO : EPOCH 1 - PROGRESS: at 45.79% examples, 223668 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:10,237 : INFO : EPOCH 1 - PROGRESS: at 45.92% examples, 223672 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:11,246 : INFO : EPOCH 1 - PROGRESS: at 46.03% examples, 223645 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:12,300 : INFO : EPOCH 1 - PROGRESS: at 46.15% examples, 223669 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:13,327 : INFO : EPOCH 1 - PROGRESS: at 46.27% examples, 223666 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:14,349 : INFO : EPOCH 1 - PROGRESS: at 46.39% examples, 223673 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:15,374 : INFO : EPOCH 1 - PROGRESS: at 46.51% examples, 223669 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:16,436 : INFO : EPOCH 1 - PROGRESS: at 46.63% examples, 223663 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:17,441 : INFO : EPOCH 1 - PROGRESS: at 46.76% examples, 223686 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:18,483 : INFO : EPOCH 1 - PROGRESS: at 46.87% examples, 223661 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:19,529 : INFO : EPOCH 1 - PROGRESS: at 46.99% examples, 223672 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:20,547 : INFO : EPOCH 1 - PROGRESS: at 47.10% examples, 223659 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:21,573 : INFO : EPOCH 1 - PROGRESS: at 47.23% examples, 223676 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:22,620 : INFO : EPOCH 1 - PROGRESS: at 47.35% examples, 223673 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:23,686 : INFO : EPOCH 1 - PROGRESS: at 47.47% examples, 223643 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:24,735 : INFO : EPOCH 1 - PROGRESS: at 47.60% examples, 223643 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:25,796 : INFO : EPOCH 1 - PROGRESS: at 47.73% examples, 223641 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:26,847 : INFO : EPOCH 1 - PROGRESS: at 47.88% examples, 223647 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:27,870 : INFO : EPOCH 1 - PROGRESS: at 48.02% examples, 223673 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:28,873 : INFO : EPOCH 1 - PROGRESS: at 48.13% examples, 223647 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:29,890 : INFO : EPOCH 1 - PROGRESS: at 48.25% examples, 223652 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:30,906 : INFO : EPOCH 1 - PROGRESS: at 48.40% examples, 223645 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:31,979 : INFO : EPOCH 1 - PROGRESS: at 48.53% examples, 223647 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:32,986 : INFO : EPOCH 1 - PROGRESS: at 48.67% examples, 223679 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:34,015 : INFO : EPOCH 1 - PROGRESS: at 48.78% examples, 223643 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:35,016 : INFO : EPOCH 1 - PROGRESS: at 48.89% examples, 223654 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:36,042 : INFO : EPOCH 1 - PROGRESS: at 49.01% examples, 223653 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:37,044 : INFO : EPOCH 1 - PROGRESS: at 49.14% examples, 223667 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:38,096 : INFO : EPOCH 1 - PROGRESS: at 49.27% examples, 223655 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:39,114 : INFO : EPOCH 1 - PROGRESS: at 49.39% examples, 223658 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:40,137 : INFO : EPOCH 1 - PROGRESS: at 49.52% examples, 223656 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:41,143 : INFO : EPOCH 1 - PROGRESS: at 49.64% examples, 223662 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:42,169 : INFO : EPOCH 1 - PROGRESS: at 49.75% examples, 223650 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:43,192 : INFO : EPOCH 1 - PROGRESS: at 49.88% examples, 223663 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:44,209 : INFO : EPOCH 1 - PROGRESS: at 50.00% examples, 223662 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:45,240 : INFO : EPOCH 1 - PROGRESS: at 50.12% examples, 223666 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:46,295 : INFO : EPOCH 1 - PROGRESS: at 50.24% examples, 223656 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:47,306 : INFO : EPOCH 1 - PROGRESS: at 50.36% examples, 223673 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:48,307 : INFO : EPOCH 1 - PROGRESS: at 50.48% examples, 223679 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:49,362 : INFO : EPOCH 1 - PROGRESS: at 50.60% examples, 223665 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:50,404 : INFO : EPOCH 1 - PROGRESS: at 50.73% examples, 223665 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:51,420 : INFO : EPOCH 1 - PROGRESS: at 50.87% examples, 223671 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:52,451 : INFO : EPOCH 1 - PROGRESS: at 51.00% examples, 223659 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:53,470 : INFO : EPOCH 1 - PROGRESS: at 51.12% examples, 223676 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:54,516 : INFO : EPOCH 1 - PROGRESS: at 51.24% examples, 223664 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:55,536 : INFO : EPOCH 1 - PROGRESS: at 51.37% examples, 223659 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:56,569 : INFO : EPOCH 1 - PROGRESS: at 51.51% examples, 223654 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:30:57,586 : INFO : EPOCH 1 - PROGRESS: at 51.65% examples, 223680 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:58,610 : INFO : EPOCH 1 - PROGRESS: at 51.76% examples, 223671 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:30:59,640 : INFO : EPOCH 1 - PROGRESS: at 51.87% examples, 223670 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:00,645 : INFO : EPOCH 1 - PROGRESS: at 52.00% examples, 223676 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:01,663 : INFO : EPOCH 1 - PROGRESS: at 52.10% examples, 223663 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:02,678 : INFO : EPOCH 1 - PROGRESS: at 52.24% examples, 223681 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:03,679 : INFO : EPOCH 1 - PROGRESS: at 52.36% examples, 223684 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:04,682 : INFO : EPOCH 1 - PROGRESS: at 52.48% examples, 223690 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:05,699 : INFO : EPOCH 1 - PROGRESS: at 52.59% examples, 223688 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:06,729 : INFO : EPOCH 1 - PROGRESS: at 52.71% examples, 223674 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:07,755 : INFO : EPOCH 1 - PROGRESS: at 52.84% examples, 223678 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:08,759 : INFO : EPOCH 1 - PROGRESS: at 52.97% examples, 223688 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:31:09,775 : INFO : EPOCH 1 - PROGRESS: at 53.08% examples, 223679 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:10,790 : INFO : EPOCH 1 - PROGRESS: at 53.19% examples, 223676 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:11,791 : INFO : EPOCH 1 - PROGRESS: at 53.30% examples, 223691 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:12,801 : INFO : EPOCH 1 - PROGRESS: at 53.44% examples, 223692 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:13,802 : INFO : EPOCH 1 - PROGRESS: at 53.58% examples, 223707 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:14,810 : INFO : EPOCH 1 - PROGRESS: at 53.67% examples, 223675 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:15,813 : INFO : EPOCH 1 - PROGRESS: at 53.79% examples, 223695 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:16,870 : INFO : EPOCH 1 - PROGRESS: at 53.91% examples, 223683 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:17,881 : INFO : EPOCH 1 - PROGRESS: at 54.04% examples, 223681 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:18,947 : INFO : EPOCH 1 - PROGRESS: at 54.15% examples, 223664 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:19,964 : INFO : EPOCH 1 - PROGRESS: at 54.26% examples, 223694 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:20,997 : INFO : EPOCH 1 - PROGRESS: at 54.38% examples, 223691 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:22,066 : INFO : EPOCH 1 - PROGRESS: at 54.51% examples, 223693 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:23,090 : INFO : EPOCH 1 - PROGRESS: at 54.62% examples, 223688 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:24,112 : INFO : EPOCH 1 - PROGRESS: at 54.73% examples, 223702 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:25,169 : INFO : EPOCH 1 - PROGRESS: at 54.85% examples, 223681 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:26,179 : INFO : EPOCH 1 - PROGRESS: at 54.97% examples, 223692 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:27,188 : INFO : EPOCH 1 - PROGRESS: at 55.11% examples, 223695 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:28,210 : INFO : EPOCH 1 - PROGRESS: at 55.23% examples, 223693 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:29,210 : INFO : EPOCH 1 - PROGRESS: at 55.36% examples, 223677 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:30,228 : INFO : EPOCH 1 - PROGRESS: at 55.48% examples, 223694 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:31,246 : INFO : EPOCH 1 - PROGRESS: at 55.57% examples, 223693 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:32,264 : INFO : EPOCH 1 - PROGRESS: at 55.69% examples, 223698 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:33,265 : INFO : EPOCH 1 - PROGRESS: at 55.81% examples, 223696 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:34,295 : INFO : EPOCH 1 - PROGRESS: at 55.95% examples, 223690 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:35,305 : INFO : EPOCH 1 - PROGRESS: at 56.07% examples, 223696 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:36,342 : INFO : EPOCH 1 - PROGRESS: at 56.21% examples, 223698 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:37,351 : INFO : EPOCH 1 - PROGRESS: at 56.32% examples, 223706 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:38,358 : INFO : EPOCH 1 - PROGRESS: at 56.43% examples, 223696 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:39,450 : INFO : EPOCH 1 - PROGRESS: at 56.55% examples, 223689 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:40,475 : INFO : EPOCH 1 - PROGRESS: at 56.68% examples, 223711 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:41,546 : INFO : EPOCH 1 - PROGRESS: at 56.81% examples, 223690 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:42,549 : INFO : EPOCH 1 - PROGRESS: at 56.93% examples, 223706 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:43,552 : INFO : EPOCH 1 - PROGRESS: at 57.06% examples, 223722 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:44,563 : INFO : EPOCH 1 - PROGRESS: at 57.17% examples, 223694 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:45,625 : INFO : EPOCH 1 - PROGRESS: at 57.28% examples, 223701 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:46,628 : INFO : EPOCH 1 - PROGRESS: at 57.42% examples, 223719 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:47,645 : INFO : EPOCH 1 - PROGRESS: at 57.54% examples, 223708 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:48,653 : INFO : EPOCH 1 - PROGRESS: at 57.66% examples, 223714 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:49,677 : INFO : EPOCH 1 - PROGRESS: at 57.80% examples, 223716 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:50,709 : INFO : EPOCH 1 - PROGRESS: at 57.90% examples, 223711 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:51,729 : INFO : EPOCH 1 - PROGRESS: at 58.02% examples, 223702 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:52,756 : INFO : EPOCH 1 - PROGRESS: at 58.15% examples, 223708 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:53,757 : INFO : EPOCH 1 - PROGRESS: at 58.28% examples, 223700 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:54,771 : INFO : EPOCH 1 - PROGRESS: at 58.41% examples, 223708 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:55,793 : INFO : EPOCH 1 - PROGRESS: at 58.53% examples, 223715 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:56,800 : INFO : EPOCH 1 - PROGRESS: at 58.65% examples, 223725 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:57,830 : INFO : EPOCH 1 - PROGRESS: at 58.77% examples, 223719 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:58,831 : INFO : EPOCH 1 - PROGRESS: at 58.90% examples, 223727 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:31:59,835 : INFO : EPOCH 1 - PROGRESS: at 59.03% examples, 223724 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:00,850 : INFO : EPOCH 1 - PROGRESS: at 59.15% examples, 223715 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:01,920 : INFO : EPOCH 1 - PROGRESS: at 59.28% examples, 223716 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:02,955 : INFO : EPOCH 1 - PROGRESS: at 59.42% examples, 223718 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:03,968 : INFO : EPOCH 1 - PROGRESS: at 59.55% examples, 223728 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:05,009 : INFO : EPOCH 1 - PROGRESS: at 59.68% examples, 223723 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:06,059 : INFO : EPOCH 1 - PROGRESS: at 59.81% examples, 223717 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:07,063 : INFO : EPOCH 1 - PROGRESS: at 59.95% examples, 223738 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:08,091 : INFO : EPOCH 1 - PROGRESS: at 60.06% examples, 223721 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:09,109 : INFO : EPOCH 1 - PROGRESS: at 60.19% examples, 223732 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:10,129 : INFO : EPOCH 1 - PROGRESS: at 60.31% examples, 223728 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:11,188 : INFO : EPOCH 1 - PROGRESS: at 60.43% examples, 223719 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:12,201 : INFO : EPOCH 1 - PROGRESS: at 60.57% examples, 223743 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:13,202 : INFO : EPOCH 1 - PROGRESS: at 60.68% examples, 223737 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:14,237 : INFO : EPOCH 1 - PROGRESS: at 60.82% examples, 223732 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:15,239 : INFO : EPOCH 1 - PROGRESS: at 60.93% examples, 223738 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:16,269 : INFO : EPOCH 1 - PROGRESS: at 61.07% examples, 223742 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:17,306 : INFO : EPOCH 1 - PROGRESS: at 61.19% examples, 223723 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:18,332 : INFO : EPOCH 1 - PROGRESS: at 61.32% examples, 223736 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:19,337 : INFO : EPOCH 1 - PROGRESS: at 61.44% examples, 223740 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:20,344 : INFO : EPOCH 1 - PROGRESS: at 61.58% examples, 223741 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:21,356 : INFO : EPOCH 1 - PROGRESS: at 61.69% examples, 223736 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:22,388 : INFO : EPOCH 1 - PROGRESS: at 61.79% examples, 223729 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:23,456 : INFO : EPOCH 1 - PROGRESS: at 61.93% examples, 223727 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:24,475 : INFO : EPOCH 1 - PROGRESS: at 62.05% examples, 223738 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:25,511 : INFO : EPOCH 1 - PROGRESS: at 62.17% examples, 223721 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:26,553 : INFO : EPOCH 1 - PROGRESS: at 62.29% examples, 223718 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:27,649 : INFO : EPOCH 1 - PROGRESS: at 62.42% examples, 223724 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:28,704 : INFO : EPOCH 1 - PROGRESS: at 62.58% examples, 223725 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:29,749 : INFO : EPOCH 1 - PROGRESS: at 62.68% examples, 223738 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:30,758 : INFO : EPOCH 1 - PROGRESS: at 62.79% examples, 223741 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:31,759 : INFO : EPOCH 1 - PROGRESS: at 62.91% examples, 223743 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:32,764 : INFO : EPOCH 1 - PROGRESS: at 63.02% examples, 223737 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:33,781 : INFO : EPOCH 1 - PROGRESS: at 63.14% examples, 223737 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:34,827 : INFO : EPOCH 1 - PROGRESS: at 63.25% examples, 223738 words/s, in_qsize 6, out_qsize 1
2020-07-16 13:32:35,836 : INFO : EPOCH 1 - PROGRESS: at 63.38% examples, 223746 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:36,845 : INFO : EPOCH 1 - PROGRESS: at 63.49% examples, 223746 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:37,866 : INFO : EPOCH 1 - PROGRESS: at 63.61% examples, 223734 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:38,887 : INFO : EPOCH 1 - PROGRESS: at 63.74% examples, 223746 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:39,913 : INFO : EPOCH 1 - PROGRESS: at 63.88% examples, 223757 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:40,915 : INFO : EPOCH 1 - PROGRESS: at 64.00% examples, 223746 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:41,920 : INFO : EPOCH 1 - PROGRESS: at 64.12% examples, 223754 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:42,940 : INFO : EPOCH 1 - PROGRESS: at 64.24% examples, 223754 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:44,013 : INFO : EPOCH 1 - PROGRESS: at 64.38% examples, 223749 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:45,035 : INFO : EPOCH 1 - PROGRESS: at 64.51% examples, 223751 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:46,047 : INFO : EPOCH 1 - PROGRESS: at 64.64% examples, 223758 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:47,149 : INFO : EPOCH 1 - PROGRESS: at 64.77% examples, 223735 words/s, in_qsize 7, out_qsize 2
2020-07-16 13:32:48,169 : INFO : EPOCH 1 - PROGRESS: at 64.89% examples, 223747 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:49,180 : INFO : EPOCH 1 - PROGRESS: at 65.03% examples, 223752 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:50,182 : INFO : EPOCH 1 - PROGRESS: at 65.16% examples, 223764 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:51,189 : INFO : EPOCH 1 - PROGRESS: at 65.27% examples, 223743 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:52,208 : INFO : EPOCH 1 - PROGRESS: at 65.38% examples, 223737 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:53,211 : INFO : EPOCH 1 - PROGRESS: at 65.53% examples, 223755 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:54,265 : INFO : EPOCH 1 - PROGRESS: at 65.65% examples, 223740 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:55,289 : INFO : EPOCH 1 - PROGRESS: at 65.79% examples, 223747 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:56,292 : INFO : EPOCH 1 - PROGRESS: at 65.91% examples, 223761 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:57,303 : INFO : EPOCH 1 - PROGRESS: at 66.02% examples, 223753 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:58,362 : INFO : EPOCH 1 - PROGRESS: at 66.14% examples, 223745 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:32:59,412 : INFO : EPOCH 1 - PROGRESS: at 66.27% examples, 223744 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:00,413 : INFO : EPOCH 1 - PROGRESS: at 66.40% examples, 223754 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:01,480 : INFO : EPOCH 1 - PROGRESS: at 66.51% examples, 223745 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:02,493 : INFO : EPOCH 1 - PROGRESS: at 66.65% examples, 223756 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:03,493 : INFO : EPOCH 1 - PROGRESS: at 66.78% examples, 223750 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:04,499 : INFO : EPOCH 1 - PROGRESS: at 66.90% examples, 223762 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:05,583 : INFO : EPOCH 1 - PROGRESS: at 67.04% examples, 223748 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:06,606 : INFO : EPOCH 1 - PROGRESS: at 67.17% examples, 223753 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:07,639 : INFO : EPOCH 1 - PROGRESS: at 67.30% examples, 223753 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:08,679 : INFO : EPOCH 1 - PROGRESS: at 67.42% examples, 223757 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:09,729 : INFO : EPOCH 1 - PROGRESS: at 67.56% examples, 223754 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:10,742 : INFO : EPOCH 1 - PROGRESS: at 67.68% examples, 223756 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:11,765 : INFO : EPOCH 1 - PROGRESS: at 67.81% examples, 223754 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:12,813 : INFO : EPOCH 1 - PROGRESS: at 67.95% examples, 223760 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:13,837 : INFO : EPOCH 1 - PROGRESS: at 68.08% examples, 223760 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:14,840 : INFO : EPOCH 1 - PROGRESS: at 68.20% examples, 223767 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:15,844 : INFO : EPOCH 1 - PROGRESS: at 68.33% examples, 223758 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:16,855 : INFO : EPOCH 1 - PROGRESS: at 68.47% examples, 223764 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:17,874 : INFO : EPOCH 1 - PROGRESS: at 68.59% examples, 223773 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:18,886 : INFO : EPOCH 1 - PROGRESS: at 68.70% examples, 223777 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:19,895 : INFO : EPOCH 1 - PROGRESS: at 68.81% examples, 223773 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:20,923 : INFO : EPOCH 1 - PROGRESS: at 68.94% examples, 223759 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:33:21,956 : INFO : EPOCH 1 - PROGRESS: at 69.05% examples, 223769 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:22,968 : INFO : EPOCH 1 - PROGRESS: at 69.18% examples, 223777 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:23,985 : INFO : EPOCH 1 - PROGRESS: at 69.32% examples, 223783 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:25,050 : INFO : EPOCH 1 - PROGRESS: at 69.43% examples, 223767 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:26,050 : INFO : EPOCH 1 - PROGRESS: at 69.56% examples, 223770 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:27,080 : INFO : EPOCH 1 - PROGRESS: at 69.70% examples, 223770 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:28,081 : INFO : EPOCH 1 - PROGRESS: at 69.83% examples, 223782 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:29,089 : INFO : EPOCH 1 - PROGRESS: at 69.95% examples, 223785 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:30,091 : INFO : EPOCH 1 - PROGRESS: at 70.07% examples, 223780 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:31,099 : INFO : EPOCH 1 - PROGRESS: at 70.20% examples, 223767 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:32,128 : INFO : EPOCH 1 - PROGRESS: at 70.32% examples, 223768 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:33,130 : INFO : EPOCH 1 - PROGRESS: at 70.45% examples, 223785 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:34,176 : INFO : EPOCH 1 - PROGRESS: at 70.57% examples, 223775 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:35,212 : INFO : EPOCH 1 - PROGRESS: at 70.69% examples, 223769 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:36,236 : INFO : EPOCH 1 - PROGRESS: at 70.82% examples, 223768 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:37,243 : INFO : EPOCH 1 - PROGRESS: at 70.94% examples, 223783 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:38,243 : INFO : EPOCH 1 - PROGRESS: at 71.07% examples, 223781 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:39,245 : INFO : EPOCH 1 - PROGRESS: at 71.18% examples, 223782 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:40,268 : INFO : EPOCH 1 - PROGRESS: at 71.30% examples, 223777 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:41,298 : INFO : EPOCH 1 - PROGRESS: at 71.43% examples, 223765 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:42,333 : INFO : EPOCH 1 - PROGRESS: at 71.56% examples, 223766 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:43,353 : INFO : EPOCH 1 - PROGRESS: at 71.69% examples, 223775 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:44,355 : INFO : EPOCH 1 - PROGRESS: at 71.81% examples, 223787 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:45,417 : INFO : EPOCH 1 - PROGRESS: at 71.93% examples, 223772 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:46,430 : INFO : EPOCH 1 - PROGRESS: at 72.06% examples, 223773 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:47,434 : INFO : EPOCH 1 - PROGRESS: at 72.19% examples, 223790 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:48,440 : INFO : EPOCH 1 - PROGRESS: at 72.28% examples, 223780 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:49,443 : INFO : EPOCH 1 - PROGRESS: at 72.41% examples, 223783 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:50,457 : INFO : EPOCH 1 - PROGRESS: at 72.53% examples, 223782 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:51,503 : INFO : EPOCH 1 - PROGRESS: at 72.66% examples, 223782 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:52,509 : INFO : EPOCH 1 - PROGRESS: at 72.78% examples, 223769 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:53,571 : INFO : EPOCH 1 - PROGRESS: at 72.89% examples, 223774 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:54,601 : INFO : EPOCH 1 - PROGRESS: at 73.02% examples, 223763 words/s, in_qsize 6, out_qsize 1
2020-07-16 13:33:55,619 : INFO : EPOCH 1 - PROGRESS: at 73.15% examples, 223777 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:56,684 : INFO : EPOCH 1 - PROGRESS: at 73.29% examples, 223774 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:57,726 : INFO : EPOCH 1 - PROGRESS: at 73.40% examples, 223766 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:58,737 : INFO : EPOCH 1 - PROGRESS: at 73.53% examples, 223770 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:33:59,758 : INFO : EPOCH 1 - PROGRESS: at 73.64% examples, 223779 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:00,844 : INFO : EPOCH 1 - PROGRESS: at 73.76% examples, 223769 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:01,851 : INFO : EPOCH 1 - PROGRESS: at 73.89% examples, 223777 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:02,926 : INFO : EPOCH 1 - PROGRESS: at 74.03% examples, 223774 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:03,983 : INFO : EPOCH 1 - PROGRESS: at 74.17% examples, 223773 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:04,999 : INFO : EPOCH 1 - PROGRESS: at 74.27% examples, 223781 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:06,004 : INFO : EPOCH 1 - PROGRESS: at 74.38% examples, 223779 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:07,008 : INFO : EPOCH 1 - PROGRESS: at 74.49% examples, 223791 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:08,036 : INFO : EPOCH 1 - PROGRESS: at 74.60% examples, 223782 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:09,039 : INFO : EPOCH 1 - PROGRESS: at 74.73% examples, 223779 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:10,058 : INFO : EPOCH 1 - PROGRESS: at 74.86% examples, 223794 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:11,059 : INFO : EPOCH 1 - PROGRESS: at 74.98% examples, 223786 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:12,071 : INFO : EPOCH 1 - PROGRESS: at 75.11% examples, 223784 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:13,109 : INFO : EPOCH 1 - PROGRESS: at 75.21% examples, 223790 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:14,123 : INFO : EPOCH 1 - PROGRESS: at 75.35% examples, 223793 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:15,187 : INFO : EPOCH 1 - PROGRESS: at 75.48% examples, 223779 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:16,228 : INFO : EPOCH 1 - PROGRESS: at 75.61% examples, 223776 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:34:17,236 : INFO : EPOCH 1 - PROGRESS: at 75.75% examples, 223799 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:18,242 : INFO : EPOCH 1 - PROGRESS: at 75.88% examples, 223794 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:19,246 : INFO : EPOCH 1 - PROGRESS: at 75.99% examples, 223797 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:20,304 : INFO : EPOCH 1 - PROGRESS: at 76.11% examples, 223789 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:21,338 : INFO : EPOCH 1 - PROGRESS: at 76.23% examples, 223790 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:22,349 : INFO : EPOCH 1 - PROGRESS: at 76.35% examples, 223792 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:23,372 : INFO : EPOCH 1 - PROGRESS: at 76.46% examples, 223794 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:24,392 : INFO : EPOCH 1 - PROGRESS: at 76.58% examples, 223791 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:25,409 : INFO : EPOCH 1 - PROGRESS: at 76.71% examples, 223806 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:26,476 : INFO : EPOCH 1 - PROGRESS: at 76.82% examples, 223783 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:27,522 : INFO : EPOCH 1 - PROGRESS: at 76.95% examples, 223786 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:28,532 : INFO : EPOCH 1 - PROGRESS: at 77.08% examples, 223790 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:29,570 : INFO : EPOCH 1 - PROGRESS: at 77.20% examples, 223803 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:30,587 : INFO : EPOCH 1 - PROGRESS: at 77.32% examples, 223804 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:31,599 : INFO : EPOCH 1 - PROGRESS: at 77.44% examples, 223803 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:32,618 : INFO : EPOCH 1 - PROGRESS: at 77.55% examples, 223798 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:33,626 : INFO : EPOCH 1 - PROGRESS: at 77.67% examples, 223799 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:34,643 : INFO : EPOCH 1 - PROGRESS: at 77.79% examples, 223771 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:35,663 : INFO : EPOCH 1 - PROGRESS: at 77.92% examples, 223764 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:36,683 : INFO : EPOCH 1 - PROGRESS: at 78.02% examples, 223722 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:37,693 : INFO : EPOCH 1 - PROGRESS: at 78.13% examples, 223674 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:38,786 : INFO : EPOCH 1 - PROGRESS: at 78.25% examples, 223665 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:39,843 : INFO : EPOCH 1 - PROGRESS: at 78.36% examples, 223667 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:40,861 : INFO : EPOCH 1 - PROGRESS: at 78.49% examples, 223667 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:41,865 : INFO : EPOCH 1 - PROGRESS: at 78.61% examples, 223678 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:42,878 : INFO : EPOCH 1 - PROGRESS: at 78.73% examples, 223677 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:43,880 : INFO : EPOCH 1 - PROGRESS: at 78.86% examples, 223681 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:44,884 : INFO : EPOCH 1 - PROGRESS: at 78.98% examples, 223669 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:45,890 : INFO : EPOCH 1 - PROGRESS: at 79.10% examples, 223677 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:46,898 : INFO : EPOCH 1 - PROGRESS: at 79.22% examples, 223676 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:47,926 : INFO : EPOCH 1 - PROGRESS: at 79.35% examples, 223677 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:48,937 : INFO : EPOCH 1 - PROGRESS: at 79.48% examples, 223674 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:49,940 : INFO : EPOCH 1 - PROGRESS: at 79.62% examples, 223686 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:50,963 : INFO : EPOCH 1 - PROGRESS: at 79.74% examples, 223678 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:51,965 : INFO : EPOCH 1 - PROGRESS: at 79.83% examples, 223675 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:53,013 : INFO : EPOCH 1 - PROGRESS: at 79.95% examples, 223680 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:54,040 : INFO : EPOCH 1 - PROGRESS: at 80.09% examples, 223686 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:55,048 : INFO : EPOCH 1 - PROGRESS: at 80.21% examples, 223684 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:56,055 : INFO : EPOCH 1 - PROGRESS: at 80.34% examples, 223690 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:57,071 : INFO : EPOCH 1 - PROGRESS: at 80.45% examples, 223685 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:58,072 : INFO : EPOCH 1 - PROGRESS: at 80.57% examples, 223693 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:34:59,086 : INFO : EPOCH 1 - PROGRESS: at 80.67% examples, 223683 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:00,162 : INFO : EPOCH 1 - PROGRESS: at 80.79% examples, 223677 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:01,186 : INFO : EPOCH 1 - PROGRESS: at 80.91% examples, 223683 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:02,237 : INFO : EPOCH 1 - PROGRESS: at 81.04% examples, 223687 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:03,255 : INFO : EPOCH 1 - PROGRESS: at 81.15% examples, 223685 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:04,274 : INFO : EPOCH 1 - PROGRESS: at 81.27% examples, 223691 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:05,280 : INFO : EPOCH 1 - PROGRESS: at 81.40% examples, 223696 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:06,328 : INFO : EPOCH 1 - PROGRESS: at 81.50% examples, 223684 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:07,339 : INFO : EPOCH 1 - PROGRESS: at 81.61% examples, 223690 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:08,365 : INFO : EPOCH 1 - PROGRESS: at 81.74% examples, 223694 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:09,376 : INFO : EPOCH 1 - PROGRESS: at 81.84% examples, 223695 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:10,382 : INFO : EPOCH 1 - PROGRESS: at 81.97% examples, 223698 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:11,432 : INFO : EPOCH 1 - PROGRESS: at 82.09% examples, 223691 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:12,460 : INFO : EPOCH 1 - PROGRESS: at 82.23% examples, 223694 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:13,479 : INFO : EPOCH 1 - PROGRESS: at 82.35% examples, 223701 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:14,504 : INFO : EPOCH 1 - PROGRESS: at 82.48% examples, 223699 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:15,516 : INFO : EPOCH 1 - PROGRESS: at 82.61% examples, 223708 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:16,573 : INFO : EPOCH 1 - PROGRESS: at 82.72% examples, 223693 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:17,645 : INFO : EPOCH 1 - PROGRESS: at 82.85% examples, 223690 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:18,706 : INFO : EPOCH 1 - PROGRESS: at 82.97% examples, 223697 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:19,713 : INFO : EPOCH 1 - PROGRESS: at 83.07% examples, 223704 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:20,722 : INFO : EPOCH 1 - PROGRESS: at 83.19% examples, 223699 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:21,760 : INFO : EPOCH 1 - PROGRESS: at 83.34% examples, 223699 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:22,785 : INFO : EPOCH 1 - PROGRESS: at 83.46% examples, 223705 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:23,821 : INFO : EPOCH 1 - PROGRESS: at 83.58% examples, 223698 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:24,856 : INFO : EPOCH 1 - PROGRESS: at 83.71% examples, 223698 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:25,926 : INFO : EPOCH 1 - PROGRESS: at 83.84% examples, 223699 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:26,964 : INFO : EPOCH 1 - PROGRESS: at 83.98% examples, 223701 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:27,989 : INFO : EPOCH 1 - PROGRESS: at 84.11% examples, 223698 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:28,998 : INFO : EPOCH 1 - PROGRESS: at 84.24% examples, 223707 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:30,003 : INFO : EPOCH 1 - PROGRESS: at 84.36% examples, 223711 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:31,008 : INFO : EPOCH 1 - PROGRESS: at 84.47% examples, 223712 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:32,052 : INFO : EPOCH 1 - PROGRESS: at 84.59% examples, 223700 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:33,053 : INFO : EPOCH 1 - PROGRESS: at 84.70% examples, 223703 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:34,063 : INFO : EPOCH 1 - PROGRESS: at 84.81% examples, 223699 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:35,065 : INFO : EPOCH 1 - PROGRESS: at 84.93% examples, 223711 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:36,078 : INFO : EPOCH 1 - PROGRESS: at 85.04% examples, 223710 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:37,087 : INFO : EPOCH 1 - PROGRESS: at 85.14% examples, 223706 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:38,138 : INFO : EPOCH 1 - PROGRESS: at 85.27% examples, 223702 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:39,167 : INFO : EPOCH 1 - PROGRESS: at 85.39% examples, 223714 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:40,197 : INFO : EPOCH 1 - PROGRESS: at 85.49% examples, 223707 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:41,244 : INFO : EPOCH 1 - PROGRESS: at 85.62% examples, 223707 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:42,249 : INFO : EPOCH 1 - PROGRESS: at 85.74% examples, 223722 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:43,266 : INFO : EPOCH 1 - PROGRESS: at 85.86% examples, 223718 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:44,282 : INFO : EPOCH 1 - PROGRESS: at 85.97% examples, 223721 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:45,303 : INFO : EPOCH 1 - PROGRESS: at 86.10% examples, 223715 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:46,385 : INFO : EPOCH 1 - PROGRESS: at 86.23% examples, 223707 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:47,408 : INFO : EPOCH 1 - PROGRESS: at 86.34% examples, 223712 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:48,416 : INFO : EPOCH 1 - PROGRESS: at 86.47% examples, 223722 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:49,437 : INFO : EPOCH 1 - PROGRESS: at 86.61% examples, 223721 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:50,453 : INFO : EPOCH 1 - PROGRESS: at 86.73% examples, 223717 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:51,464 : INFO : EPOCH 1 - PROGRESS: at 86.86% examples, 223725 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:52,501 : INFO : EPOCH 1 - PROGRESS: at 86.98% examples, 223718 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:53,531 : INFO : EPOCH 1 - PROGRESS: at 87.10% examples, 223723 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:54,553 : INFO : EPOCH 1 - PROGRESS: at 87.23% examples, 223723 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:55,614 : INFO : EPOCH 1 - PROGRESS: at 87.36% examples, 223722 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:56,644 : INFO : EPOCH 1 - PROGRESS: at 87.48% examples, 223720 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:57,645 : INFO : EPOCH 1 - PROGRESS: at 87.61% examples, 223717 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:58,668 : INFO : EPOCH 1 - PROGRESS: at 87.75% examples, 223723 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:35:59,668 : INFO : EPOCH 1 - PROGRESS: at 87.87% examples, 223726 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:00,674 : INFO : EPOCH 1 - PROGRESS: at 87.97% examples, 223728 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:01,676 : INFO : EPOCH 1 - PROGRESS: at 88.09% examples, 223727 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:02,702 : INFO : EPOCH 1 - PROGRESS: at 88.23% examples, 223728 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:03,721 : INFO : EPOCH 1 - PROGRESS: at 88.36% examples, 223729 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:04,772 : INFO : EPOCH 1 - PROGRESS: at 88.48% examples, 223721 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:05,800 : INFO : EPOCH 1 - PROGRESS: at 88.62% examples, 223724 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:06,827 : INFO : EPOCH 1 - PROGRESS: at 88.74% examples, 223727 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:07,835 : INFO : EPOCH 1 - PROGRESS: at 88.87% examples, 223729 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:08,856 : INFO : EPOCH 1 - PROGRESS: at 88.99% examples, 223729 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:09,868 : INFO : EPOCH 1 - PROGRESS: at 89.10% examples, 223726 words/s, in_qsize 6, out_qsize 1
2020-07-16 13:36:10,894 : INFO : EPOCH 1 - PROGRESS: at 89.22% examples, 223727 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:11,915 : INFO : EPOCH 1 - PROGRESS: at 89.37% examples, 223729 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:12,925 : INFO : EPOCH 1 - PROGRESS: at 89.49% examples, 223735 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:13,929 : INFO : EPOCH 1 - PROGRESS: at 89.60% examples, 223730 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:14,930 : INFO : EPOCH 1 - PROGRESS: at 89.71% examples, 223740 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:15,933 : INFO : EPOCH 1 - PROGRESS: at 89.84% examples, 223726 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:16,948 : INFO : EPOCH 1 - PROGRESS: at 89.98% examples, 223739 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:18,009 : INFO : EPOCH 1 - PROGRESS: at 90.08% examples, 223724 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:19,016 : INFO : EPOCH 1 - PROGRESS: at 90.19% examples, 223733 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:20,059 : INFO : EPOCH 1 - PROGRESS: at 90.31% examples, 223733 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:21,085 : INFO : EPOCH 1 - PROGRESS: at 90.43% examples, 223726 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:22,086 : INFO : EPOCH 1 - PROGRESS: at 90.57% examples, 223737 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:23,112 : INFO : EPOCH 1 - PROGRESS: at 90.70% examples, 223734 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:24,177 : INFO : EPOCH 1 - PROGRESS: at 90.81% examples, 223730 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:25,187 : INFO : EPOCH 1 - PROGRESS: at 90.92% examples, 223741 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:26,216 : INFO : EPOCH 1 - PROGRESS: at 91.04% examples, 223735 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:27,238 : INFO : EPOCH 1 - PROGRESS: at 91.15% examples, 223728 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:28,249 : INFO : EPOCH 1 - PROGRESS: at 91.27% examples, 223737 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:29,272 : INFO : EPOCH 1 - PROGRESS: at 91.39% examples, 223730 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:30,323 : INFO : EPOCH 1 - PROGRESS: at 91.53% examples, 223734 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:31,326 : INFO : EPOCH 1 - PROGRESS: at 91.66% examples, 223747 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:32,340 : INFO : EPOCH 1 - PROGRESS: at 91.78% examples, 223743 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:33,356 : INFO : EPOCH 1 - PROGRESS: at 91.89% examples, 223736 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:34,392 : INFO : EPOCH 1 - PROGRESS: at 92.01% examples, 223737 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:35,396 : INFO : EPOCH 1 - PROGRESS: at 92.14% examples, 223737 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:36,431 : INFO : EPOCH 1 - PROGRESS: at 92.25% examples, 223737 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:37,463 : INFO : EPOCH 1 - PROGRESS: at 92.39% examples, 223737 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:38,475 : INFO : EPOCH 1 - PROGRESS: at 92.53% examples, 223746 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:39,479 : INFO : EPOCH 1 - PROGRESS: at 92.66% examples, 223748 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:40,504 : INFO : EPOCH 1 - PROGRESS: at 92.77% examples, 223742 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:41,544 : INFO : EPOCH 1 - PROGRESS: at 92.90% examples, 223743 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:42,553 : INFO : EPOCH 1 - PROGRESS: at 93.03% examples, 223749 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:43,590 : INFO : EPOCH 1 - PROGRESS: at 93.14% examples, 223739 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:44,632 : INFO : EPOCH 1 - PROGRESS: at 93.25% examples, 223742 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:45,665 : INFO : EPOCH 1 - PROGRESS: at 93.36% examples, 223748 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:46,687 : INFO : EPOCH 1 - PROGRESS: at 93.52% examples, 223747 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:47,688 : INFO : EPOCH 1 - PROGRESS: at 93.63% examples, 223752 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:48,706 : INFO : EPOCH 1 - PROGRESS: at 93.76% examples, 223754 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:49,707 : INFO : EPOCH 1 - PROGRESS: at 93.85% examples, 223745 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:50,732 : INFO : EPOCH 1 - PROGRESS: at 93.98% examples, 223751 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:51,747 : INFO : EPOCH 1 - PROGRESS: at 94.11% examples, 223751 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:52,761 : INFO : EPOCH 1 - PROGRESS: at 94.21% examples, 223753 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:53,774 : INFO : EPOCH 1 - PROGRESS: at 94.33% examples, 223751 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:54,811 : INFO : EPOCH 1 - PROGRESS: at 94.45% examples, 223753 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:55,827 : INFO : EPOCH 1 - PROGRESS: at 94.57% examples, 223754 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:56,832 : INFO : EPOCH 1 - PROGRESS: at 94.67% examples, 223752 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:57,861 : INFO : EPOCH 1 - PROGRESS: at 94.79% examples, 223753 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:58,889 : INFO : EPOCH 1 - PROGRESS: at 94.92% examples, 223753 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:36:59,913 : INFO : EPOCH 1 - PROGRESS: at 95.05% examples, 223764 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:00,916 : INFO : EPOCH 1 - PROGRESS: at 95.17% examples, 223753 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:01,944 : INFO : EPOCH 1 - PROGRESS: at 95.29% examples, 223756 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:02,945 : INFO : EPOCH 1 - PROGRESS: at 95.40% examples, 223749 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:03,965 : INFO : EPOCH 1 - PROGRESS: at 95.54% examples, 223760 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:04,975 : INFO : EPOCH 1 - PROGRESS: at 95.64% examples, 223757 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:05,991 : INFO : EPOCH 1 - PROGRESS: at 95.77% examples, 223758 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:07,028 : INFO : EPOCH 1 - PROGRESS: at 95.89% examples, 223763 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:08,034 : INFO : EPOCH 1 - PROGRESS: at 96.01% examples, 223764 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:09,040 : INFO : EPOCH 1 - PROGRESS: at 96.12% examples, 223768 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:10,084 : INFO : EPOCH 1 - PROGRESS: at 96.22% examples, 223763 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:11,110 : INFO : EPOCH 1 - PROGRESS: at 96.34% examples, 223762 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:12,120 : INFO : EPOCH 1 - PROGRESS: at 96.46% examples, 223762 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:13,126 : INFO : EPOCH 1 - PROGRESS: at 96.59% examples, 223765 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:14,148 : INFO : EPOCH 1 - PROGRESS: at 96.73% examples, 223762 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:15,187 : INFO : EPOCH 1 - PROGRESS: at 96.87% examples, 223761 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:16,200 : INFO : EPOCH 1 - PROGRESS: at 97.02% examples, 223771 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:17,273 : INFO : EPOCH 1 - PROGRESS: at 97.15% examples, 223758 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:18,302 : INFO : EPOCH 1 - PROGRESS: at 97.28% examples, 223758 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:19,363 : INFO : EPOCH 1 - PROGRESS: at 97.41% examples, 223754 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:20,398 : INFO : EPOCH 1 - PROGRESS: at 97.54% examples, 223763 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:21,489 : INFO : EPOCH 1 - PROGRESS: at 97.67% examples, 223757 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:22,496 : INFO : EPOCH 1 - PROGRESS: at 97.79% examples, 223759 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:23,554 : INFO : EPOCH 1 - PROGRESS: at 97.92% examples, 223759 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:24,603 : INFO : EPOCH 1 - PROGRESS: at 98.05% examples, 223765 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:25,654 : INFO : EPOCH 1 - PROGRESS: at 98.18% examples, 223757 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:26,687 : INFO : EPOCH 1 - PROGRESS: at 98.33% examples, 223755 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:27,746 : INFO : EPOCH 1 - PROGRESS: at 98.47% examples, 223759 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:28,767 : INFO : EPOCH 1 - PROGRESS: at 98.57% examples, 223763 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:29,780 : INFO : EPOCH 1 - PROGRESS: at 98.68% examples, 223762 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:30,806 : INFO : EPOCH 1 - PROGRESS: at 98.82% examples, 223761 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:31,836 : INFO : EPOCH 1 - PROGRESS: at 98.96% examples, 223773 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:32,872 : INFO : EPOCH 1 - PROGRESS: at 99.06% examples, 223767 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:33,898 : INFO : EPOCH 1 - PROGRESS: at 99.19% examples, 223767 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:34,918 : INFO : EPOCH 1 - PROGRESS: at 99.31% examples, 223767 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:35,921 : INFO : EPOCH 1 - PROGRESS: at 99.44% examples, 223767 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:36,931 : INFO : EPOCH 1 - PROGRESS: at 99.55% examples, 223765 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:37,969 : INFO : EPOCH 1 - PROGRESS: at 99.66% examples, 223767 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:39,041 : INFO : EPOCH 1 - PROGRESS: at 99.80% examples, 223758 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:40,055 : INFO : EPOCH 1 - PROGRESS: at 99.94% examples, 223767 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:40,540 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 13:37:40,555 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 13:37:40,573 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 13:37:40,584 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 13:37:40,584 : INFO : EPOCH - 1 : training on 246540407 raw words (186692178 effective words) took 834.3s, 223777 effective words/s
2020-07-16 13:37:41,600 : INFO : EPOCH 2 - PROGRESS: at 0.12% examples, 206845 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:42,645 : INFO : EPOCH 2 - PROGRESS: at 0.27% examples, 216320 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:43,653 : INFO : EPOCH 2 - PROGRESS: at 0.40% examples, 221152 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:44,659 : INFO : EPOCH 2 - PROGRESS: at 0.53% examples, 221638 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:45,713 : INFO : EPOCH 2 - PROGRESS: at 0.64% examples, 220545 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:46,724 : INFO : EPOCH 2 - PROGRESS: at 0.76% examples, 221617 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:47,742 : INFO : EPOCH 2 - PROGRESS: at 0.89% examples, 222899 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:48,768 : INFO : EPOCH 2 - PROGRESS: at 1.01% examples, 223124 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:49,796 : INFO : EPOCH 2 - PROGRESS: at 1.11% examples, 222735 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:50,802 : INFO : EPOCH 2 - PROGRESS: at 1.23% examples, 223516 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:51,839 : INFO : EPOCH 2 - PROGRESS: at 1.35% examples, 223182 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:52,864 : INFO : EPOCH 2 - PROGRESS: at 1.47% examples, 222879 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:53,864 : INFO : EPOCH 2 - PROGRESS: at 1.61% examples, 223204 words/s, in_qsize 6, out_qsize 1
2020-07-16 13:37:54,909 : INFO : EPOCH 2 - PROGRESS: at 1.73% examples, 223565 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:55,925 : INFO : EPOCH 2 - PROGRESS: at 1.86% examples, 223510 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:56,931 : INFO : EPOCH 2 - PROGRESS: at 1.99% examples, 223155 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:57,933 : INFO : EPOCH 2 - PROGRESS: at 2.10% examples, 223709 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:37:59,026 : INFO : EPOCH 2 - PROGRESS: at 2.22% examples, 223135 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:00,036 : INFO : EPOCH 2 - PROGRESS: at 2.34% examples, 223548 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:01,037 : INFO : EPOCH 2 - PROGRESS: at 2.45% examples, 223707 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:02,091 : INFO : EPOCH 2 - PROGRESS: at 2.57% examples, 223290 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:03,112 : INFO : EPOCH 2 - PROGRESS: at 2.70% examples, 223487 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:04,131 : INFO : EPOCH 2 - PROGRESS: at 2.83% examples, 223848 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:05,199 : INFO : EPOCH 2 - PROGRESS: at 2.95% examples, 223417 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:06,217 : INFO : EPOCH 2 - PROGRESS: at 3.08% examples, 223609 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:07,264 : INFO : EPOCH 2 - PROGRESS: at 3.19% examples, 223638 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:08,340 : INFO : EPOCH 2 - PROGRESS: at 3.31% examples, 223510 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:09,435 : INFO : EPOCH 2 - PROGRESS: at 3.44% examples, 223441 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:10,455 : INFO : EPOCH 2 - PROGRESS: at 3.57% examples, 223839 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:11,463 : INFO : EPOCH 2 - PROGRESS: at 3.70% examples, 223748 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:12,476 : INFO : EPOCH 2 - PROGRESS: at 3.83% examples, 223732 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:13,490 : INFO : EPOCH 2 - PROGRESS: at 3.95% examples, 223858 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:14,496 : INFO : EPOCH 2 - PROGRESS: at 4.05% examples, 223699 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:15,514 : INFO : EPOCH 2 - PROGRESS: at 4.17% examples, 223882 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:16,522 : INFO : EPOCH 2 - PROGRESS: at 4.29% examples, 223781 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:17,594 : INFO : EPOCH 2 - PROGRESS: at 4.41% examples, 223681 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:18,603 : INFO : EPOCH 2 - PROGRESS: at 4.53% examples, 223664 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:19,681 : INFO : EPOCH 2 - PROGRESS: at 4.67% examples, 223601 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:20,696 : INFO : EPOCH 2 - PROGRESS: at 4.78% examples, 223777 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:21,720 : INFO : EPOCH 2 - PROGRESS: at 4.91% examples, 223719 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:22,734 : INFO : EPOCH 2 - PROGRESS: at 5.03% examples, 223833 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:23,738 : INFO : EPOCH 2 - PROGRESS: at 5.14% examples, 223679 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:24,761 : INFO : EPOCH 2 - PROGRESS: at 5.26% examples, 223763 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:25,771 : INFO : EPOCH 2 - PROGRESS: at 5.36% examples, 223646 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:26,779 : INFO : EPOCH 2 - PROGRESS: at 5.50% examples, 223839 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:27,784 : INFO : EPOCH 2 - PROGRESS: at 5.62% examples, 223869 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:28,816 : INFO : EPOCH 2 - PROGRESS: at 5.76% examples, 223805 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:29,852 : INFO : EPOCH 2 - PROGRESS: at 5.89% examples, 223905 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:30,866 : INFO : EPOCH 2 - PROGRESS: at 6.00% examples, 223897 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:31,954 : INFO : EPOCH 2 - PROGRESS: at 6.13% examples, 223687 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:32,959 : INFO : EPOCH 2 - PROGRESS: at 6.26% examples, 223850 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:34,015 : INFO : EPOCH 2 - PROGRESS: at 6.39% examples, 223838 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:35,045 : INFO : EPOCH 2 - PROGRESS: at 6.49% examples, 223845 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:36,061 : INFO : EPOCH 2 - PROGRESS: at 6.61% examples, 223929 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:37,092 : INFO : EPOCH 2 - PROGRESS: at 6.73% examples, 223899 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:38,119 : INFO : EPOCH 2 - PROGRESS: at 6.85% examples, 223986 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:39,191 : INFO : EPOCH 2 - PROGRESS: at 6.97% examples, 223904 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:40,194 : INFO : EPOCH 2 - PROGRESS: at 7.10% examples, 223874 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:41,211 : INFO : EPOCH 2 - PROGRESS: at 7.24% examples, 223952 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:42,222 : INFO : EPOCH 2 - PROGRESS: at 7.37% examples, 224005 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:43,283 : INFO : EPOCH 2 - PROGRESS: at 7.49% examples, 223875 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:44,296 : INFO : EPOCH 2 - PROGRESS: at 7.62% examples, 223850 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:45,353 : INFO : EPOCH 2 - PROGRESS: at 7.74% examples, 223907 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:46,362 : INFO : EPOCH 2 - PROGRESS: at 7.86% examples, 223994 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:47,409 : INFO : EPOCH 2 - PROGRESS: at 7.98% examples, 223876 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:48,472 : INFO : EPOCH 2 - PROGRESS: at 8.10% examples, 223877 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:49,474 : INFO : EPOCH 2 - PROGRESS: at 8.22% examples, 223992 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:50,513 : INFO : EPOCH 2 - PROGRESS: at 8.34% examples, 223968 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:51,537 : INFO : EPOCH 2 - PROGRESS: at 8.45% examples, 224033 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:52,582 : INFO : EPOCH 2 - PROGRESS: at 8.60% examples, 223966 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:53,614 : INFO : EPOCH 2 - PROGRESS: at 8.72% examples, 223889 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:54,628 : INFO : EPOCH 2 - PROGRESS: at 8.85% examples, 223905 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:55,650 : INFO : EPOCH 2 - PROGRESS: at 8.95% examples, 223965 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:56,762 : INFO : EPOCH 2 - PROGRESS: at 9.08% examples, 223890 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:57,790 : INFO : EPOCH 2 - PROGRESS: at 9.22% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:58,838 : INFO : EPOCH 2 - PROGRESS: at 9.36% examples, 223962 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:38:59,873 : INFO : EPOCH 2 - PROGRESS: at 9.48% examples, 223980 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:00,894 : INFO : EPOCH 2 - PROGRESS: at 9.59% examples, 223941 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:01,944 : INFO : EPOCH 2 - PROGRESS: at 9.71% examples, 223964 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:02,994 : INFO : EPOCH 2 - PROGRESS: at 9.82% examples, 223897 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:04,041 : INFO : EPOCH 2 - PROGRESS: at 9.95% examples, 223878 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:05,066 : INFO : EPOCH 2 - PROGRESS: at 10.08% examples, 223854 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:06,088 : INFO : EPOCH 2 - PROGRESS: at 10.21% examples, 223786 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:07,120 : INFO : EPOCH 2 - PROGRESS: at 10.33% examples, 223760 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:08,156 : INFO : EPOCH 2 - PROGRESS: at 10.45% examples, 223499 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:09,166 : INFO : EPOCH 2 - PROGRESS: at 10.55% examples, 223191 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:10,184 : INFO : EPOCH 2 - PROGRESS: at 10.67% examples, 223109 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:11,204 : INFO : EPOCH 2 - PROGRESS: at 10.79% examples, 223145 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:12,247 : INFO : EPOCH 2 - PROGRESS: at 10.91% examples, 223124 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:13,321 : INFO : EPOCH 2 - PROGRESS: at 11.04% examples, 223121 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:14,418 : INFO : EPOCH 2 - PROGRESS: at 11.17% examples, 223112 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:15,422 : INFO : EPOCH 2 - PROGRESS: at 11.31% examples, 223155 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:16,433 : INFO : EPOCH 2 - PROGRESS: at 11.42% examples, 223218 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:17,455 : INFO : EPOCH 2 - PROGRESS: at 11.53% examples, 223280 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:18,479 : INFO : EPOCH 2 - PROGRESS: at 11.65% examples, 223229 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:19,491 : INFO : EPOCH 2 - PROGRESS: at 11.78% examples, 223224 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:20,522 : INFO : EPOCH 2 - PROGRESS: at 11.91% examples, 223244 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:21,544 : INFO : EPOCH 2 - PROGRESS: at 12.04% examples, 223324 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:22,599 : INFO : EPOCH 2 - PROGRESS: at 12.18% examples, 223247 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:23,612 : INFO : EPOCH 2 - PROGRESS: at 12.30% examples, 223298 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:24,662 : INFO : EPOCH 2 - PROGRESS: at 12.42% examples, 223256 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:25,667 : INFO : EPOCH 2 - PROGRESS: at 12.54% examples, 223377 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:26,677 : INFO : EPOCH 2 - PROGRESS: at 12.65% examples, 223335 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:27,697 : INFO : EPOCH 2 - PROGRESS: at 12.79% examples, 223311 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:28,771 : INFO : EPOCH 2 - PROGRESS: at 12.92% examples, 223279 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:29,818 : INFO : EPOCH 2 - PROGRESS: at 13.06% examples, 223323 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:30,861 : INFO : EPOCH 2 - PROGRESS: at 13.19% examples, 223356 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:31,864 : INFO : EPOCH 2 - PROGRESS: at 13.34% examples, 223370 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:32,872 : INFO : EPOCH 2 - PROGRESS: at 13.45% examples, 223348 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:33,891 : INFO : EPOCH 2 - PROGRESS: at 13.59% examples, 223348 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:34,931 : INFO : EPOCH 2 - PROGRESS: at 13.70% examples, 223351 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:35,946 : INFO : EPOCH 2 - PROGRESS: at 13.82% examples, 223422 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:36,970 : INFO : EPOCH 2 - PROGRESS: at 13.93% examples, 223390 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:37,973 : INFO : EPOCH 2 - PROGRESS: at 14.06% examples, 223463 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:38,988 : INFO : EPOCH 2 - PROGRESS: at 14.20% examples, 223479 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:39,992 : INFO : EPOCH 2 - PROGRESS: at 14.33% examples, 223469 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:41,012 : INFO : EPOCH 2 - PROGRESS: at 14.44% examples, 223427 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:42,026 : INFO : EPOCH 2 - PROGRESS: at 14.57% examples, 223477 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:43,047 : INFO : EPOCH 2 - PROGRESS: at 14.70% examples, 223482 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:44,070 : INFO : EPOCH 2 - PROGRESS: at 14.83% examples, 223461 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:45,080 : INFO : EPOCH 2 - PROGRESS: at 14.95% examples, 223444 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:46,110 : INFO : EPOCH 2 - PROGRESS: at 15.09% examples, 223488 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:47,147 : INFO : EPOCH 2 - PROGRESS: at 15.21% examples, 223472 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:48,163 : INFO : EPOCH 2 - PROGRESS: at 15.34% examples, 223541 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:49,166 : INFO : EPOCH 2 - PROGRESS: at 15.47% examples, 223564 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:50,179 : INFO : EPOCH 2 - PROGRESS: at 15.58% examples, 223544 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:51,185 : INFO : EPOCH 2 - PROGRESS: at 15.71% examples, 223574 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:52,262 : INFO : EPOCH 2 - PROGRESS: at 15.85% examples, 223506 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:53,283 : INFO : EPOCH 2 - PROGRESS: at 15.98% examples, 223573 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:54,325 : INFO : EPOCH 2 - PROGRESS: at 16.10% examples, 223496 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:55,331 : INFO : EPOCH 2 - PROGRESS: at 16.22% examples, 223545 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:56,338 : INFO : EPOCH 2 - PROGRESS: at 16.36% examples, 223589 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:57,352 : INFO : EPOCH 2 - PROGRESS: at 16.48% examples, 223558 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:58,420 : INFO : EPOCH 2 - PROGRESS: at 16.59% examples, 223512 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:39:59,452 : INFO : EPOCH 2 - PROGRESS: at 16.72% examples, 223578 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:00,464 : INFO : EPOCH 2 - PROGRESS: at 16.85% examples, 223555 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:01,480 : INFO : EPOCH 2 - PROGRESS: at 16.98% examples, 223541 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:02,521 : INFO : EPOCH 2 - PROGRESS: at 17.10% examples, 223587 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:03,526 : INFO : EPOCH 2 - PROGRESS: at 17.20% examples, 223633 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:04,537 : INFO : EPOCH 2 - PROGRESS: at 17.32% examples, 223624 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:05,543 : INFO : EPOCH 2 - PROGRESS: at 17.45% examples, 223584 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:06,556 : INFO : EPOCH 2 - PROGRESS: at 17.56% examples, 223598 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:07,617 : INFO : EPOCH 2 - PROGRESS: at 17.68% examples, 223582 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:08,620 : INFO : EPOCH 2 - PROGRESS: at 17.81% examples, 223642 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:09,630 : INFO : EPOCH 2 - PROGRESS: at 17.93% examples, 223626 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:10,677 : INFO : EPOCH 2 - PROGRESS: at 18.06% examples, 223615 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:11,738 : INFO : EPOCH 2 - PROGRESS: at 18.19% examples, 223628 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:12,770 : INFO : EPOCH 2 - PROGRESS: at 18.31% examples, 223643 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:13,795 : INFO : EPOCH 2 - PROGRESS: at 18.43% examples, 223705 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:14,798 : INFO : EPOCH 2 - PROGRESS: at 18.54% examples, 223665 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:15,810 : INFO : EPOCH 2 - PROGRESS: at 18.67% examples, 223643 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:16,834 : INFO : EPOCH 2 - PROGRESS: at 18.78% examples, 223653 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:17,855 : INFO : EPOCH 2 - PROGRESS: at 18.90% examples, 223686 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:18,861 : INFO : EPOCH 2 - PROGRESS: at 19.02% examples, 223699 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:19,880 : INFO : EPOCH 2 - PROGRESS: at 19.14% examples, 223699 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:20,890 : INFO : EPOCH 2 - PROGRESS: at 19.25% examples, 223670 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:21,914 : INFO : EPOCH 2 - PROGRESS: at 19.38% examples, 223711 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:22,920 : INFO : EPOCH 2 - PROGRESS: at 19.51% examples, 223742 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:23,940 : INFO : EPOCH 2 - PROGRESS: at 19.62% examples, 223651 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:24,956 : INFO : EPOCH 2 - PROGRESS: at 19.76% examples, 223733 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:25,972 : INFO : EPOCH 2 - PROGRESS: at 19.87% examples, 223689 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:27,003 : INFO : EPOCH 2 - PROGRESS: at 20.00% examples, 223717 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:28,070 : INFO : EPOCH 2 - PROGRESS: at 20.13% examples, 223710 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:29,070 : INFO : EPOCH 2 - PROGRESS: at 20.25% examples, 223754 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:30,074 : INFO : EPOCH 2 - PROGRESS: at 20.37% examples, 223735 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:31,093 : INFO : EPOCH 2 - PROGRESS: at 20.49% examples, 223725 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:32,097 : INFO : EPOCH 2 - PROGRESS: at 20.62% examples, 223701 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:33,125 : INFO : EPOCH 2 - PROGRESS: at 20.74% examples, 223725 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:34,215 : INFO : EPOCH 2 - PROGRESS: at 20.87% examples, 223702 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:35,225 : INFO : EPOCH 2 - PROGRESS: at 21.01% examples, 223788 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:36,303 : INFO : EPOCH 2 - PROGRESS: at 21.13% examples, 223706 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:37,307 : INFO : EPOCH 2 - PROGRESS: at 21.25% examples, 223716 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:38,315 : INFO : EPOCH 2 - PROGRESS: at 21.37% examples, 223757 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:39,352 : INFO : EPOCH 2 - PROGRESS: at 21.50% examples, 223764 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:40,388 : INFO : EPOCH 2 - PROGRESS: at 21.63% examples, 223753 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:41,399 : INFO : EPOCH 2 - PROGRESS: at 21.73% examples, 223736 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:42,406 : INFO : EPOCH 2 - PROGRESS: at 21.86% examples, 223763 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:43,417 : INFO : EPOCH 2 - PROGRESS: at 22.00% examples, 223810 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:44,427 : INFO : EPOCH 2 - PROGRESS: at 22.12% examples, 223769 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:45,432 : INFO : EPOCH 2 - PROGRESS: at 22.25% examples, 223772 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:46,442 : INFO : EPOCH 2 - PROGRESS: at 22.36% examples, 223738 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:47,476 : INFO : EPOCH 2 - PROGRESS: at 22.47% examples, 223758 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:48,497 : INFO : EPOCH 2 - PROGRESS: at 22.58% examples, 223784 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:49,540 : INFO : EPOCH 2 - PROGRESS: at 22.70% examples, 223801 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:50,584 : INFO : EPOCH 2 - PROGRESS: at 22.85% examples, 223797 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:51,602 : INFO : EPOCH 2 - PROGRESS: at 22.97% examples, 223823 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:52,610 : INFO : EPOCH 2 - PROGRESS: at 23.09% examples, 223809 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:53,631 : INFO : EPOCH 2 - PROGRESS: at 23.21% examples, 223818 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:54,659 : INFO : EPOCH 2 - PROGRESS: at 23.34% examples, 223824 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:55,701 : INFO : EPOCH 2 - PROGRESS: at 23.45% examples, 223838 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:56,755 : INFO : EPOCH 2 - PROGRESS: at 23.58% examples, 223830 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:57,762 : INFO : EPOCH 2 - PROGRESS: at 23.72% examples, 223869 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:58,811 : INFO : EPOCH 2 - PROGRESS: at 23.85% examples, 223848 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:40:59,827 : INFO : EPOCH 2 - PROGRESS: at 23.99% examples, 223868 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:00,870 : INFO : EPOCH 2 - PROGRESS: at 24.11% examples, 223824 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:01,908 : INFO : EPOCH 2 - PROGRESS: at 24.23% examples, 223865 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:02,929 : INFO : EPOCH 2 - PROGRESS: at 24.34% examples, 223841 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:03,936 : INFO : EPOCH 2 - PROGRESS: at 24.47% examples, 223868 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:04,944 : INFO : EPOCH 2 - PROGRESS: at 24.58% examples, 223887 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:05,952 : INFO : EPOCH 2 - PROGRESS: at 24.70% examples, 223883 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:06,994 : INFO : EPOCH 2 - PROGRESS: at 24.82% examples, 223865 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:08,013 : INFO : EPOCH 2 - PROGRESS: at 24.94% examples, 223893 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:09,051 : INFO : EPOCH 2 - PROGRESS: at 25.04% examples, 223877 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:10,053 : INFO : EPOCH 2 - PROGRESS: at 25.18% examples, 223924 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:11,077 : INFO : EPOCH 2 - PROGRESS: at 25.30% examples, 223879 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:12,101 : INFO : EPOCH 2 - PROGRESS: at 25.42% examples, 223878 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:13,111 : INFO : EPOCH 2 - PROGRESS: at 25.53% examples, 223891 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:14,166 : INFO : EPOCH 2 - PROGRESS: at 25.65% examples, 223871 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:15,170 : INFO : EPOCH 2 - PROGRESS: at 25.77% examples, 223911 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:16,201 : INFO : EPOCH 2 - PROGRESS: at 25.88% examples, 223894 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:17,213 : INFO : EPOCH 2 - PROGRESS: at 26.01% examples, 223900 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:18,231 : INFO : EPOCH 2 - PROGRESS: at 26.14% examples, 223920 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:19,245 : INFO : EPOCH 2 - PROGRESS: at 26.26% examples, 223881 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:20,264 : INFO : EPOCH 2 - PROGRESS: at 26.38% examples, 223922 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:21,266 : INFO : EPOCH 2 - PROGRESS: at 26.53% examples, 223932 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:22,288 : INFO : EPOCH 2 - PROGRESS: at 26.67% examples, 223938 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:23,307 : INFO : EPOCH 2 - PROGRESS: at 26.79% examples, 223948 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:24,322 : INFO : EPOCH 2 - PROGRESS: at 26.93% examples, 223950 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:25,363 : INFO : EPOCH 2 - PROGRESS: at 27.05% examples, 223954 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:26,363 : INFO : EPOCH 2 - PROGRESS: at 27.16% examples, 223934 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:27,397 : INFO : EPOCH 2 - PROGRESS: at 27.28% examples, 223922 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:28,451 : INFO : EPOCH 2 - PROGRESS: at 27.41% examples, 223922 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:29,460 : INFO : EPOCH 2 - PROGRESS: at 27.55% examples, 223956 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:30,497 : INFO : EPOCH 2 - PROGRESS: at 27.68% examples, 223926 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:31,503 : INFO : EPOCH 2 - PROGRESS: at 27.81% examples, 223944 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:32,521 : INFO : EPOCH 2 - PROGRESS: at 27.94% examples, 223942 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:33,523 : INFO : EPOCH 2 - PROGRESS: at 28.08% examples, 223935 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:34,531 : INFO : EPOCH 2 - PROGRESS: at 28.20% examples, 223985 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:35,540 : INFO : EPOCH 2 - PROGRESS: at 28.32% examples, 223949 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:36,552 : INFO : EPOCH 2 - PROGRESS: at 28.43% examples, 223973 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:37,555 : INFO : EPOCH 2 - PROGRESS: at 28.56% examples, 223984 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:38,557 : INFO : EPOCH 2 - PROGRESS: at 28.68% examples, 223959 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:39,577 : INFO : EPOCH 2 - PROGRESS: at 28.82% examples, 223980 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:40,642 : INFO : EPOCH 2 - PROGRESS: at 28.95% examples, 223933 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:41,740 : INFO : EPOCH 2 - PROGRESS: at 29.09% examples, 223820 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:42,742 : INFO : EPOCH 2 - PROGRESS: at 29.21% examples, 223873 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:43,751 : INFO : EPOCH 2 - PROGRESS: at 29.32% examples, 223846 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:44,793 : INFO : EPOCH 2 - PROGRESS: at 29.45% examples, 223844 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:45,797 : INFO : EPOCH 2 - PROGRESS: at 29.57% examples, 223857 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:46,823 : INFO : EPOCH 2 - PROGRESS: at 29.68% examples, 223852 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:47,885 : INFO : EPOCH 2 - PROGRESS: at 29.78% examples, 223828 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:48,910 : INFO : EPOCH 2 - PROGRESS: at 29.90% examples, 223846 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:49,977 : INFO : EPOCH 2 - PROGRESS: at 30.00% examples, 223848 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:51,058 : INFO : EPOCH 2 - PROGRESS: at 30.13% examples, 223844 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:52,063 : INFO : EPOCH 2 - PROGRESS: at 30.27% examples, 223879 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:53,065 : INFO : EPOCH 2 - PROGRESS: at 30.38% examples, 223856 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:54,075 : INFO : EPOCH 2 - PROGRESS: at 30.48% examples, 223842 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:55,082 : INFO : EPOCH 2 - PROGRESS: at 30.60% examples, 223864 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:56,108 : INFO : EPOCH 2 - PROGRESS: at 30.73% examples, 223854 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:57,116 : INFO : EPOCH 2 - PROGRESS: at 30.85% examples, 223859 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:58,144 : INFO : EPOCH 2 - PROGRESS: at 30.98% examples, 223854 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:41:59,190 : INFO : EPOCH 2 - PROGRESS: at 31.11% examples, 223866 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:00,199 : INFO : EPOCH 2 - PROGRESS: at 31.23% examples, 223873 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:01,220 : INFO : EPOCH 2 - PROGRESS: at 31.34% examples, 223885 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:02,226 : INFO : EPOCH 2 - PROGRESS: at 31.47% examples, 223861 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:03,226 : INFO : EPOCH 2 - PROGRESS: at 31.60% examples, 223874 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:04,239 : INFO : EPOCH 2 - PROGRESS: at 31.72% examples, 223858 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:05,261 : INFO : EPOCH 2 - PROGRESS: at 31.84% examples, 223874 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:06,300 : INFO : EPOCH 2 - PROGRESS: at 31.94% examples, 223893 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:07,332 : INFO : EPOCH 2 - PROGRESS: at 32.05% examples, 223902 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:08,333 : INFO : EPOCH 2 - PROGRESS: at 32.15% examples, 223876 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:09,359 : INFO : EPOCH 2 - PROGRESS: at 32.28% examples, 223895 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:10,388 : INFO : EPOCH 2 - PROGRESS: at 32.40% examples, 223907 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:11,438 : INFO : EPOCH 2 - PROGRESS: at 32.51% examples, 223875 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:12,445 : INFO : EPOCH 2 - PROGRESS: at 32.63% examples, 223921 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:13,447 : INFO : EPOCH 2 - PROGRESS: at 32.75% examples, 223933 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:14,516 : INFO : EPOCH 2 - PROGRESS: at 32.88% examples, 223887 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:15,516 : INFO : EPOCH 2 - PROGRESS: at 33.01% examples, 223893 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:16,541 : INFO : EPOCH 2 - PROGRESS: at 33.14% examples, 223913 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:17,556 : INFO : EPOCH 2 - PROGRESS: at 33.27% examples, 223915 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:18,593 : INFO : EPOCH 2 - PROGRESS: at 33.39% examples, 223912 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:19,593 : INFO : EPOCH 2 - PROGRESS: at 33.49% examples, 223905 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:20,618 : INFO : EPOCH 2 - PROGRESS: at 33.63% examples, 223930 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:21,646 : INFO : EPOCH 2 - PROGRESS: at 33.76% examples, 223948 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:22,653 : INFO : EPOCH 2 - PROGRESS: at 33.88% examples, 223908 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:23,683 : INFO : EPOCH 2 - PROGRESS: at 34.02% examples, 223932 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:24,729 : INFO : EPOCH 2 - PROGRESS: at 34.13% examples, 223937 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:25,770 : INFO : EPOCH 2 - PROGRESS: at 34.24% examples, 223926 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:26,816 : INFO : EPOCH 2 - PROGRESS: at 34.37% examples, 223922 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:27,819 : INFO : EPOCH 2 - PROGRESS: at 34.50% examples, 223930 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:28,825 : INFO : EPOCH 2 - PROGRESS: at 34.61% examples, 223932 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:29,840 : INFO : EPOCH 2 - PROGRESS: at 34.74% examples, 223931 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:30,942 : INFO : EPOCH 2 - PROGRESS: at 34.88% examples, 223916 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:31,995 : INFO : EPOCH 2 - PROGRESS: at 35.01% examples, 223936 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:33,007 : INFO : EPOCH 2 - PROGRESS: at 35.13% examples, 223951 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:34,020 : INFO : EPOCH 2 - PROGRESS: at 35.26% examples, 223974 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:42:35,058 : INFO : EPOCH 2 - PROGRESS: at 35.38% examples, 223934 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:36,099 : INFO : EPOCH 2 - PROGRESS: at 35.49% examples, 223944 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:37,107 : INFO : EPOCH 2 - PROGRESS: at 35.62% examples, 223959 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:38,128 : INFO : EPOCH 2 - PROGRESS: at 35.73% examples, 223953 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:39,144 : INFO : EPOCH 2 - PROGRESS: at 35.85% examples, 223968 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:40,157 : INFO : EPOCH 2 - PROGRESS: at 35.96% examples, 223968 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:41,224 : INFO : EPOCH 2 - PROGRESS: at 36.08% examples, 223935 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:42,239 : INFO : EPOCH 2 - PROGRESS: at 36.22% examples, 223954 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:43,260 : INFO : EPOCH 2 - PROGRESS: at 36.33% examples, 223955 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:44,281 : INFO : EPOCH 2 - PROGRESS: at 36.45% examples, 223967 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:45,286 : INFO : EPOCH 2 - PROGRESS: at 36.56% examples, 223962 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:46,322 : INFO : EPOCH 2 - PROGRESS: at 36.67% examples, 223959 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:47,413 : INFO : EPOCH 2 - PROGRESS: at 36.80% examples, 223946 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:48,429 : INFO : EPOCH 2 - PROGRESS: at 36.91% examples, 223955 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:49,446 : INFO : EPOCH 2 - PROGRESS: at 37.03% examples, 223964 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:50,463 : INFO : EPOCH 2 - PROGRESS: at 37.16% examples, 223984 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:51,480 : INFO : EPOCH 2 - PROGRESS: at 37.27% examples, 223960 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:52,487 : INFO : EPOCH 2 - PROGRESS: at 37.40% examples, 223982 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:53,501 : INFO : EPOCH 2 - PROGRESS: at 37.54% examples, 223974 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:54,513 : INFO : EPOCH 2 - PROGRESS: at 37.66% examples, 223966 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:55,533 : INFO : EPOCH 2 - PROGRESS: at 37.78% examples, 223954 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:56,536 : INFO : EPOCH 2 - PROGRESS: at 37.92% examples, 223989 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:57,546 : INFO : EPOCH 2 - PROGRESS: at 38.02% examples, 223995 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:58,591 : INFO : EPOCH 2 - PROGRESS: at 38.16% examples, 223974 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:42:59,605 : INFO : EPOCH 2 - PROGRESS: at 38.27% examples, 224000 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:00,636 : INFO : EPOCH 2 - PROGRESS: at 38.38% examples, 223977 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:01,664 : INFO : EPOCH 2 - PROGRESS: at 38.50% examples, 223991 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:02,686 : INFO : EPOCH 2 - PROGRESS: at 38.62% examples, 223994 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:03,699 : INFO : EPOCH 2 - PROGRESS: at 38.74% examples, 224009 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:04,763 : INFO : EPOCH 2 - PROGRESS: at 38.85% examples, 223991 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:05,763 : INFO : EPOCH 2 - PROGRESS: at 39.00% examples, 224022 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:06,767 : INFO : EPOCH 2 - PROGRESS: at 39.12% examples, 224012 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:07,774 : INFO : EPOCH 2 - PROGRESS: at 39.23% examples, 224008 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:08,793 : INFO : EPOCH 2 - PROGRESS: at 39.36% examples, 224000 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:09,796 : INFO : EPOCH 2 - PROGRESS: at 39.47% examples, 224031 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:10,805 : INFO : EPOCH 2 - PROGRESS: at 39.60% examples, 223993 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:11,811 : INFO : EPOCH 2 - PROGRESS: at 39.72% examples, 224028 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:12,818 : INFO : EPOCH 2 - PROGRESS: at 39.85% examples, 224018 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:13,829 : INFO : EPOCH 2 - PROGRESS: at 39.96% examples, 224020 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:14,851 : INFO : EPOCH 2 - PROGRESS: at 40.07% examples, 224018 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:15,889 : INFO : EPOCH 2 - PROGRESS: at 40.20% examples, 224022 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:16,918 : INFO : EPOCH 2 - PROGRESS: at 40.31% examples, 223999 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:17,918 : INFO : EPOCH 2 - PROGRESS: at 40.44% examples, 224020 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:18,968 : INFO : EPOCH 2 - PROGRESS: at 40.56% examples, 224027 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:19,979 : INFO : EPOCH 2 - PROGRESS: at 40.68% examples, 224014 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:20,983 : INFO : EPOCH 2 - PROGRESS: at 40.81% examples, 224036 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:22,055 : INFO : EPOCH 2 - PROGRESS: at 40.92% examples, 224008 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:23,078 : INFO : EPOCH 2 - PROGRESS: at 41.05% examples, 224025 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:24,096 : INFO : EPOCH 2 - PROGRESS: at 41.17% examples, 224003 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:25,112 : INFO : EPOCH 2 - PROGRESS: at 41.29% examples, 224024 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:26,131 : INFO : EPOCH 2 - PROGRESS: at 41.40% examples, 224025 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:27,137 : INFO : EPOCH 2 - PROGRESS: at 41.51% examples, 224034 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:28,144 : INFO : EPOCH 2 - PROGRESS: at 41.62% examples, 224036 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:29,145 : INFO : EPOCH 2 - PROGRESS: at 41.75% examples, 224028 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:30,211 : INFO : EPOCH 2 - PROGRESS: at 41.86% examples, 224016 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:31,317 : INFO : EPOCH 2 - PROGRESS: at 41.99% examples, 224002 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:32,350 : INFO : EPOCH 2 - PROGRESS: at 42.12% examples, 224026 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:33,355 : INFO : EPOCH 2 - PROGRESS: at 42.26% examples, 224050 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:34,402 : INFO : EPOCH 2 - PROGRESS: at 42.38% examples, 224016 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:35,477 : INFO : EPOCH 2 - PROGRESS: at 42.50% examples, 223985 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:36,521 : INFO : EPOCH 2 - PROGRESS: at 42.64% examples, 223981 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:37,552 : INFO : EPOCH 2 - PROGRESS: at 42.76% examples, 223968 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:38,560 : INFO : EPOCH 2 - PROGRESS: at 42.86% examples, 223882 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:39,608 : INFO : EPOCH 2 - PROGRESS: at 42.96% examples, 223794 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:40,663 : INFO : EPOCH 2 - PROGRESS: at 43.08% examples, 223784 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:41,668 : INFO : EPOCH 2 - PROGRESS: at 43.19% examples, 223791 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:42,683 : INFO : EPOCH 2 - PROGRESS: at 43.31% examples, 223803 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:43,692 : INFO : EPOCH 2 - PROGRESS: at 43.45% examples, 223797 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:44,699 : INFO : EPOCH 2 - PROGRESS: at 43.57% examples, 223813 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:45,727 : INFO : EPOCH 2 - PROGRESS: at 43.68% examples, 223791 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:46,735 : INFO : EPOCH 2 - PROGRESS: at 43.80% examples, 223810 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:47,736 : INFO : EPOCH 2 - PROGRESS: at 43.93% examples, 223825 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:48,742 : INFO : EPOCH 2 - PROGRESS: at 44.05% examples, 223832 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:49,749 : INFO : EPOCH 2 - PROGRESS: at 44.17% examples, 223816 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:50,783 : INFO : EPOCH 2 - PROGRESS: at 44.31% examples, 223815 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:51,849 : INFO : EPOCH 2 - PROGRESS: at 44.43% examples, 223814 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:52,901 : INFO : EPOCH 2 - PROGRESS: at 44.56% examples, 223809 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:53,912 : INFO : EPOCH 2 - PROGRESS: at 44.68% examples, 223821 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:54,942 : INFO : EPOCH 2 - PROGRESS: at 44.81% examples, 223819 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:55,952 : INFO : EPOCH 2 - PROGRESS: at 44.95% examples, 223828 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:57,021 : INFO : EPOCH 2 - PROGRESS: at 45.06% examples, 223814 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:58,034 : INFO : EPOCH 2 - PROGRESS: at 45.20% examples, 223820 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:43:59,095 : INFO : EPOCH 2 - PROGRESS: at 45.33% examples, 223818 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:00,098 : INFO : EPOCH 2 - PROGRESS: at 45.43% examples, 223809 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:01,120 : INFO : EPOCH 2 - PROGRESS: at 45.57% examples, 223830 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:02,202 : INFO : EPOCH 2 - PROGRESS: at 45.67% examples, 223813 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:03,217 : INFO : EPOCH 2 - PROGRESS: at 45.79% examples, 223839 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:04,221 : INFO : EPOCH 2 - PROGRESS: at 45.92% examples, 223841 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:05,222 : INFO : EPOCH 2 - PROGRESS: at 46.03% examples, 223818 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:06,238 : INFO : EPOCH 2 - PROGRESS: at 46.15% examples, 223847 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:07,239 : INFO : EPOCH 2 - PROGRESS: at 46.26% examples, 223837 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:08,274 : INFO : EPOCH 2 - PROGRESS: at 46.38% examples, 223836 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:09,309 : INFO : EPOCH 2 - PROGRESS: at 46.50% examples, 223844 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:10,401 : INFO : EPOCH 2 - PROGRESS: at 46.63% examples, 223840 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:11,438 : INFO : EPOCH 2 - PROGRESS: at 46.77% examples, 223863 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:12,438 : INFO : EPOCH 2 - PROGRESS: at 46.87% examples, 223842 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:13,475 : INFO : EPOCH 2 - PROGRESS: at 46.99% examples, 223858 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:14,482 : INFO : EPOCH 2 - PROGRESS: at 47.10% examples, 223851 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:15,512 : INFO : EPOCH 2 - PROGRESS: at 47.23% examples, 223865 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:16,514 : INFO : EPOCH 2 - PROGRESS: at 47.35% examples, 223871 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:17,533 : INFO : EPOCH 2 - PROGRESS: at 47.47% examples, 223863 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:18,537 : INFO : EPOCH 2 - PROGRESS: at 47.60% examples, 223890 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:19,566 : INFO : EPOCH 2 - PROGRESS: at 47.71% examples, 223846 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:20,568 : INFO : EPOCH 2 - PROGRESS: at 47.87% examples, 223877 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:21,583 : INFO : EPOCH 2 - PROGRESS: at 47.98% examples, 223849 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:22,616 : INFO : EPOCH 2 - PROGRESS: at 48.12% examples, 223859 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:23,660 : INFO : EPOCH 2 - PROGRESS: at 48.24% examples, 223857 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:24,676 : INFO : EPOCH 2 - PROGRESS: at 48.39% examples, 223870 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:25,725 : INFO : EPOCH 2 - PROGRESS: at 48.51% examples, 223864 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:26,726 : INFO : EPOCH 2 - PROGRESS: at 48.65% examples, 223868 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:27,727 : INFO : EPOCH 2 - PROGRESS: at 48.77% examples, 223868 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:28,756 : INFO : EPOCH 2 - PROGRESS: at 48.88% examples, 223870 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:29,793 : INFO : EPOCH 2 - PROGRESS: at 48.99% examples, 223871 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:30,836 : INFO : EPOCH 2 - PROGRESS: at 49.13% examples, 223871 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:31,841 : INFO : EPOCH 2 - PROGRESS: at 49.26% examples, 223872 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:32,865 : INFO : EPOCH 2 - PROGRESS: at 49.37% examples, 223869 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:33,874 : INFO : EPOCH 2 - PROGRESS: at 49.51% examples, 223870 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:34,888 : INFO : EPOCH 2 - PROGRESS: at 49.62% examples, 223878 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:35,901 : INFO : EPOCH 2 - PROGRESS: at 49.74% examples, 223893 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:36,924 : INFO : EPOCH 2 - PROGRESS: at 49.86% examples, 223876 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:37,945 : INFO : EPOCH 2 - PROGRESS: at 49.99% examples, 223879 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:38,977 : INFO : EPOCH 2 - PROGRESS: at 50.10% examples, 223883 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:40,044 : INFO : EPOCH 2 - PROGRESS: at 50.23% examples, 223868 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:41,098 : INFO : EPOCH 2 - PROGRESS: at 50.36% examples, 223874 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:42,112 : INFO : EPOCH 2 - PROGRESS: at 50.48% examples, 223880 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:43,139 : INFO : EPOCH 2 - PROGRESS: at 50.58% examples, 223873 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:44,193 : INFO : EPOCH 2 - PROGRESS: at 50.72% examples, 223877 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:45,224 : INFO : EPOCH 2 - PROGRESS: at 50.86% examples, 223880 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:46,292 : INFO : EPOCH 2 - PROGRESS: at 51.00% examples, 223886 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:47,295 : INFO : EPOCH 2 - PROGRESS: at 51.11% examples, 223893 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:48,362 : INFO : EPOCH 2 - PROGRESS: at 51.24% examples, 223888 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:49,376 : INFO : EPOCH 2 - PROGRESS: at 51.37% examples, 223885 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:50,409 : INFO : EPOCH 2 - PROGRESS: at 51.51% examples, 223880 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:51,432 : INFO : EPOCH 2 - PROGRESS: at 51.65% examples, 223903 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:52,447 : INFO : EPOCH 2 - PROGRESS: at 51.76% examples, 223898 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:53,478 : INFO : EPOCH 2 - PROGRESS: at 51.87% examples, 223895 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:54,489 : INFO : EPOCH 2 - PROGRESS: at 52.01% examples, 223915 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:55,499 : INFO : EPOCH 2 - PROGRESS: at 52.10% examples, 223889 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:56,511 : INFO : EPOCH 2 - PROGRESS: at 52.24% examples, 223908 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:57,582 : INFO : EPOCH 2 - PROGRESS: at 52.37% examples, 223892 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:58,596 : INFO : EPOCH 2 - PROGRESS: at 52.48% examples, 223892 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:44:59,620 : INFO : EPOCH 2 - PROGRESS: at 52.60% examples, 223901 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:00,675 : INFO : EPOCH 2 - PROGRESS: at 52.72% examples, 223907 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:01,702 : INFO : EPOCH 2 - PROGRESS: at 52.85% examples, 223898 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:02,705 : INFO : EPOCH 2 - PROGRESS: at 52.99% examples, 223916 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:03,719 : INFO : EPOCH 2 - PROGRESS: at 53.10% examples, 223914 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:04,728 : INFO : EPOCH 2 - PROGRESS: at 53.21% examples, 223908 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:05,799 : INFO : EPOCH 2 - PROGRESS: at 53.32% examples, 223913 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:06,803 : INFO : EPOCH 2 - PROGRESS: at 53.47% examples, 223934 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:07,817 : INFO : EPOCH 2 - PROGRESS: at 53.60% examples, 223923 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:08,859 : INFO : EPOCH 2 - PROGRESS: at 53.70% examples, 223925 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:09,933 : INFO : EPOCH 2 - PROGRESS: at 53.83% examples, 223922 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:10,940 : INFO : EPOCH 2 - PROGRESS: at 53.95% examples, 223925 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:11,944 : INFO : EPOCH 2 - PROGRESS: at 54.08% examples, 223936 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:12,986 : INFO : EPOCH 2 - PROGRESS: at 54.17% examples, 223921 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:14,004 : INFO : EPOCH 2 - PROGRESS: at 54.28% examples, 223927 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:15,008 : INFO : EPOCH 2 - PROGRESS: at 54.41% examples, 223935 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:16,027 : INFO : EPOCH 2 - PROGRESS: at 54.52% examples, 223941 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:17,057 : INFO : EPOCH 2 - PROGRESS: at 54.65% examples, 223945 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:18,091 : INFO : EPOCH 2 - PROGRESS: at 54.76% examples, 223949 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:19,095 : INFO : EPOCH 2 - PROGRESS: at 54.88% examples, 223939 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:20,103 : INFO : EPOCH 2 - PROGRESS: at 55.00% examples, 223955 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:21,116 : INFO : EPOCH 2 - PROGRESS: at 55.14% examples, 223941 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:22,135 : INFO : EPOCH 2 - PROGRESS: at 55.26% examples, 223947 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:23,195 : INFO : EPOCH 2 - PROGRESS: at 55.39% examples, 223937 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:24,199 : INFO : EPOCH 2 - PROGRESS: at 55.51% examples, 223949 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:25,237 : INFO : EPOCH 2 - PROGRESS: at 55.61% examples, 223949 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:26,256 : INFO : EPOCH 2 - PROGRESS: at 55.73% examples, 223956 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:27,306 : INFO : EPOCH 2 - PROGRESS: at 55.85% examples, 223950 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:28,308 : INFO : EPOCH 2 - PROGRESS: at 55.99% examples, 223957 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:29,353 : INFO : EPOCH 2 - PROGRESS: at 56.11% examples, 223947 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:30,376 : INFO : EPOCH 2 - PROGRESS: at 56.25% examples, 223955 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:31,387 : INFO : EPOCH 2 - PROGRESS: at 56.35% examples, 223962 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:32,430 : INFO : EPOCH 2 - PROGRESS: at 56.47% examples, 223956 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:33,432 : INFO : EPOCH 2 - PROGRESS: at 56.59% examples, 223949 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:34,440 : INFO : EPOCH 2 - PROGRESS: at 56.72% examples, 223971 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:35,493 : INFO : EPOCH 2 - PROGRESS: at 56.84% examples, 223948 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:36,519 : INFO : EPOCH 2 - PROGRESS: at 56.97% examples, 223966 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:37,519 : INFO : EPOCH 2 - PROGRESS: at 57.08% examples, 223970 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:38,528 : INFO : EPOCH 2 - PROGRESS: at 57.21% examples, 223956 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:39,534 : INFO : EPOCH 2 - PROGRESS: at 57.32% examples, 223974 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:40,585 : INFO : EPOCH 2 - PROGRESS: at 57.44% examples, 223966 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:41,642 : INFO : EPOCH 2 - PROGRESS: at 57.57% examples, 223955 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:42,656 : INFO : EPOCH 2 - PROGRESS: at 57.70% examples, 223971 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:45:43,679 : INFO : EPOCH 2 - PROGRESS: at 57.83% examples, 223976 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:44,766 : INFO : EPOCH 2 - PROGRESS: at 57.94% examples, 223964 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:45,810 : INFO : EPOCH 2 - PROGRESS: at 58.06% examples, 223964 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:46,829 : INFO : EPOCH 2 - PROGRESS: at 58.20% examples, 223973 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:47,846 : INFO : EPOCH 2 - PROGRESS: at 58.35% examples, 223982 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:48,888 : INFO : EPOCH 2 - PROGRESS: at 58.46% examples, 223970 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:49,937 : INFO : EPOCH 2 - PROGRESS: at 58.58% examples, 223968 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:50,973 : INFO : EPOCH 2 - PROGRESS: at 58.71% examples, 223982 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:51,992 : INFO : EPOCH 2 - PROGRESS: at 58.83% examples, 223987 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:53,051 : INFO : EPOCH 2 - PROGRESS: at 58.96% examples, 223978 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:54,114 : INFO : EPOCH 2 - PROGRESS: at 59.10% examples, 223977 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:55,126 : INFO : EPOCH 2 - PROGRESS: at 59.24% examples, 223985 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:56,131 : INFO : EPOCH 2 - PROGRESS: at 59.36% examples, 223976 words/s, in_qsize 7, out_qsize 2
2020-07-16 13:45:57,135 : INFO : EPOCH 2 - PROGRESS: at 59.49% examples, 223994 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:58,155 : INFO : EPOCH 2 - PROGRESS: at 59.61% examples, 223995 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:45:59,156 : INFO : EPOCH 2 - PROGRESS: at 59.76% examples, 223994 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:00,158 : INFO : EPOCH 2 - PROGRESS: at 59.88% examples, 224000 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:01,165 : INFO : EPOCH 2 - PROGRESS: at 60.00% examples, 224004 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:02,183 : INFO : EPOCH 2 - PROGRESS: at 60.11% examples, 223991 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:03,189 : INFO : EPOCH 2 - PROGRESS: at 60.25% examples, 224002 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:04,214 : INFO : EPOCH 2 - PROGRESS: at 60.36% examples, 223985 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:05,250 : INFO : EPOCH 2 - PROGRESS: at 60.49% examples, 223996 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:06,277 : INFO : EPOCH 2 - PROGRESS: at 60.61% examples, 223990 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:07,307 : INFO : EPOCH 2 - PROGRESS: at 60.73% examples, 223993 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:08,383 : INFO : EPOCH 2 - PROGRESS: at 60.88% examples, 223994 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:09,389 : INFO : EPOCH 2 - PROGRESS: at 61.00% examples, 224013 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:10,427 : INFO : EPOCH 2 - PROGRESS: at 61.13% examples, 223993 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:11,505 : INFO : EPOCH 2 - PROGRESS: at 61.26% examples, 223991 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:12,531 : INFO : EPOCH 2 - PROGRESS: at 61.39% examples, 224006 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:13,564 : INFO : EPOCH 2 - PROGRESS: at 61.52% examples, 223999 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:14,574 : INFO : EPOCH 2 - PROGRESS: at 61.64% examples, 224009 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:15,582 : INFO : EPOCH 2 - PROGRESS: at 61.75% examples, 224027 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:16,589 : INFO : EPOCH 2 - PROGRESS: at 61.87% examples, 224024 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:17,633 : INFO : EPOCH 2 - PROGRESS: at 61.99% examples, 224015 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:18,640 : INFO : EPOCH 2 - PROGRESS: at 62.11% examples, 224021 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:19,647 : INFO : EPOCH 2 - PROGRESS: at 62.24% examples, 224024 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:20,660 : INFO : EPOCH 2 - PROGRESS: at 62.36% examples, 224013 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:21,662 : INFO : EPOCH 2 - PROGRESS: at 62.49% examples, 224025 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:22,669 : INFO : EPOCH 2 - PROGRESS: at 62.61% examples, 224028 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:23,688 : INFO : EPOCH 2 - PROGRESS: at 62.72% examples, 224026 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:24,705 : INFO : EPOCH 2 - PROGRESS: at 62.82% examples, 224025 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:25,710 : INFO : EPOCH 2 - PROGRESS: at 62.95% examples, 224013 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:26,736 : INFO : EPOCH 2 - PROGRESS: at 63.06% examples, 224022 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:27,740 : INFO : EPOCH 2 - PROGRESS: at 63.19% examples, 224032 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:28,789 : INFO : EPOCH 2 - PROGRESS: at 63.30% examples, 224016 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:29,836 : INFO : EPOCH 2 - PROGRESS: at 63.43% examples, 224030 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:30,887 : INFO : EPOCH 2 - PROGRESS: at 63.54% examples, 224022 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:31,913 : INFO : EPOCH 2 - PROGRESS: at 63.67% examples, 224033 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:32,924 : INFO : EPOCH 2 - PROGRESS: at 63.81% examples, 224030 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:33,971 : INFO : EPOCH 2 - PROGRESS: at 63.93% examples, 224022 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:34,979 : INFO : EPOCH 2 - PROGRESS: at 64.07% examples, 224040 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:36,056 : INFO : EPOCH 2 - PROGRESS: at 64.19% examples, 224036 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:37,073 : INFO : EPOCH 2 - PROGRESS: at 64.31% examples, 224031 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:38,128 : INFO : EPOCH 2 - PROGRESS: at 64.45% examples, 224032 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:39,144 : INFO : EPOCH 2 - PROGRESS: at 64.58% examples, 224039 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:40,179 : INFO : EPOCH 2 - PROGRESS: at 64.72% examples, 224039 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:41,194 : INFO : EPOCH 2 - PROGRESS: at 64.84% examples, 224037 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:42,250 : INFO : EPOCH 2 - PROGRESS: at 64.96% examples, 224033 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:43,316 : INFO : EPOCH 2 - PROGRESS: at 65.10% examples, 224036 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:44,344 : INFO : EPOCH 2 - PROGRESS: at 65.23% examples, 224046 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:45,363 : INFO : EPOCH 2 - PROGRESS: at 65.34% examples, 224046 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:46,369 : INFO : EPOCH 2 - PROGRESS: at 65.47% examples, 224042 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:47,393 : INFO : EPOCH 2 - PROGRESS: at 65.62% examples, 224049 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:48,431 : INFO : EPOCH 2 - PROGRESS: at 65.75% examples, 224038 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:49,443 : INFO : EPOCH 2 - PROGRESS: at 65.86% examples, 224052 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:50,452 : INFO : EPOCH 2 - PROGRESS: at 65.98% examples, 224043 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:51,488 : INFO : EPOCH 2 - PROGRESS: at 66.10% examples, 224048 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:52,546 : INFO : EPOCH 2 - PROGRESS: at 66.22% examples, 224043 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:53,561 : INFO : EPOCH 2 - PROGRESS: at 66.36% examples, 224044 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:54,587 : INFO : EPOCH 2 - PROGRESS: at 66.47% examples, 224047 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:55,595 : INFO : EPOCH 2 - PROGRESS: at 66.59% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:56,625 : INFO : EPOCH 2 - PROGRESS: at 66.73% examples, 224046 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:57,641 : INFO : EPOCH 2 - PROGRESS: at 66.86% examples, 224061 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:58,691 : INFO : EPOCH 2 - PROGRESS: at 66.99% examples, 224054 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:46:59,716 : INFO : EPOCH 2 - PROGRESS: at 67.12% examples, 224050 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:00,744 : INFO : EPOCH 2 - PROGRESS: at 67.25% examples, 224054 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:01,797 : INFO : EPOCH 2 - PROGRESS: at 67.38% examples, 224051 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:02,847 : INFO : EPOCH 2 - PROGRESS: at 67.51% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:03,849 : INFO : EPOCH 2 - PROGRESS: at 67.64% examples, 224054 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:04,858 : INFO : EPOCH 2 - PROGRESS: at 67.78% examples, 224074 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:47:05,916 : INFO : EPOCH 2 - PROGRESS: at 67.91% examples, 224066 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:06,960 : INFO : EPOCH 2 - PROGRESS: at 68.04% examples, 224058 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:07,962 : INFO : EPOCH 2 - PROGRESS: at 68.16% examples, 224064 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:08,994 : INFO : EPOCH 2 - PROGRESS: at 68.29% examples, 224075 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:10,015 : INFO : EPOCH 2 - PROGRESS: at 68.43% examples, 224065 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:11,064 : INFO : EPOCH 2 - PROGRESS: at 68.54% examples, 224062 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:12,071 : INFO : EPOCH 2 - PROGRESS: at 68.67% examples, 224068 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:13,117 : INFO : EPOCH 2 - PROGRESS: at 68.78% examples, 224067 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:14,123 : INFO : EPOCH 2 - PROGRESS: at 68.91% examples, 224056 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:15,154 : INFO : EPOCH 2 - PROGRESS: at 69.02% examples, 224067 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:16,165 : INFO : EPOCH 2 - PROGRESS: at 69.13% examples, 224067 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:17,173 : INFO : EPOCH 2 - PROGRESS: at 69.27% examples, 224081 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:18,180 : INFO : EPOCH 2 - PROGRESS: at 69.40% examples, 224079 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:19,180 : INFO : EPOCH 2 - PROGRESS: at 69.52% examples, 224076 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:20,198 : INFO : EPOCH 2 - PROGRESS: at 69.65% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:21,235 : INFO : EPOCH 2 - PROGRESS: at 69.78% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:22,236 : INFO : EPOCH 2 - PROGRESS: at 69.90% examples, 224077 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:23,275 : INFO : EPOCH 2 - PROGRESS: at 70.04% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:24,299 : INFO : EPOCH 2 - PROGRESS: at 70.16% examples, 224079 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:25,363 : INFO : EPOCH 2 - PROGRESS: at 70.30% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:26,388 : INFO : EPOCH 2 - PROGRESS: at 70.43% examples, 224071 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:27,433 : INFO : EPOCH 2 - PROGRESS: at 70.54% examples, 224071 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:28,456 : INFO : EPOCH 2 - PROGRESS: at 70.67% examples, 224082 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:29,506 : INFO : EPOCH 2 - PROGRESS: at 70.79% examples, 224081 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:30,506 : INFO : EPOCH 2 - PROGRESS: at 70.91% examples, 224077 words/s, in_qsize 6, out_qsize 0
2020-07-16 13:47:31,544 : INFO : EPOCH 2 - PROGRESS: at 71.04% examples, 224075 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:32,582 : INFO : EPOCH 2 - PROGRESS: at 71.16% examples, 224078 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:33,589 : INFO : EPOCH 2 - PROGRESS: at 71.28% examples, 224078 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:34,599 : INFO : EPOCH 2 - PROGRESS: at 71.42% examples, 224080 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:35,642 : INFO : EPOCH 2 - PROGRESS: at 71.55% examples, 224076 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:36,697 : INFO : EPOCH 2 - PROGRESS: at 71.67% examples, 224068 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:37,731 : INFO : EPOCH 2 - PROGRESS: at 71.80% examples, 224080 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:38,734 : INFO : EPOCH 2 - PROGRESS: at 71.92% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:39,745 : INFO : EPOCH 2 - PROGRESS: at 72.06% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:40,813 : INFO : EPOCH 2 - PROGRESS: at 72.17% examples, 224082 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:41,837 : INFO : EPOCH 2 - PROGRESS: at 72.28% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:42,838 : INFO : EPOCH 2 - PROGRESS: at 72.40% examples, 224095 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:43,848 : INFO : EPOCH 2 - PROGRESS: at 72.53% examples, 224090 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:44,849 : INFO : EPOCH 2 - PROGRESS: at 72.64% examples, 224075 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:45,853 : INFO : EPOCH 2 - PROGRESS: at 72.77% examples, 224093 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:46,867 : INFO : EPOCH 2 - PROGRESS: at 72.89% examples, 224083 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:47,878 : INFO : EPOCH 2 - PROGRESS: at 73.01% examples, 224090 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:48,893 : INFO : EPOCH 2 - PROGRESS: at 73.14% examples, 224090 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:49,899 : INFO : EPOCH 2 - PROGRESS: at 73.27% examples, 224102 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:50,942 : INFO : EPOCH 2 - PROGRESS: at 73.39% examples, 224088 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:52,018 : INFO : EPOCH 2 - PROGRESS: at 73.51% examples, 224072 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:53,049 : INFO : EPOCH 2 - PROGRESS: at 73.63% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:54,071 : INFO : EPOCH 2 - PROGRESS: at 73.75% examples, 224092 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:55,098 : INFO : EPOCH 2 - PROGRESS: at 73.87% examples, 224090 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:47:56,129 : INFO : EPOCH 2 - PROGRESS: at 74.00% examples, 224088 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:57,137 : INFO : EPOCH 2 - PROGRESS: at 74.14% examples, 224102 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:58,142 : INFO : EPOCH 2 - PROGRESS: at 74.24% examples, 224100 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:47:59,147 : INFO : EPOCH 2 - PROGRESS: at 74.35% examples, 224101 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:00,193 : INFO : EPOCH 2 - PROGRESS: at 74.46% examples, 224096 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:01,226 : INFO : EPOCH 2 - PROGRESS: at 74.57% examples, 224100 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:02,287 : INFO : EPOCH 2 - PROGRESS: at 74.71% examples, 224095 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:03,355 : INFO : EPOCH 2 - PROGRESS: at 74.85% examples, 224093 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:04,430 : INFO : EPOCH 2 - PROGRESS: at 74.97% examples, 224089 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:05,452 : INFO : EPOCH 2 - PROGRESS: at 75.10% examples, 224096 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:06,471 : INFO : EPOCH 2 - PROGRESS: at 75.20% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:07,515 : INFO : EPOCH 2 - PROGRESS: at 75.34% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:08,525 : INFO : EPOCH 2 - PROGRESS: at 75.45% examples, 224038 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:09,528 : INFO : EPOCH 2 - PROGRESS: at 75.55% examples, 223966 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:10,530 : INFO : EPOCH 2 - PROGRESS: at 75.69% examples, 223967 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:11,547 : INFO : EPOCH 2 - PROGRESS: at 75.82% examples, 223969 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:12,565 : INFO : EPOCH 2 - PROGRESS: at 75.94% examples, 223961 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:13,576 : INFO : EPOCH 2 - PROGRESS: at 76.06% examples, 223976 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:14,647 : INFO : EPOCH 2 - PROGRESS: at 76.18% examples, 223968 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:15,656 : INFO : EPOCH 2 - PROGRESS: at 76.31% examples, 223980 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:16,699 : INFO : EPOCH 2 - PROGRESS: at 76.43% examples, 223975 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:17,703 : INFO : EPOCH 2 - PROGRESS: at 76.54% examples, 223987 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:18,706 : INFO : EPOCH 2 - PROGRESS: at 76.65% examples, 223983 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:19,715 : INFO : EPOCH 2 - PROGRESS: at 76.76% examples, 223978 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:20,725 : INFO : EPOCH 2 - PROGRESS: at 76.89% examples, 223981 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:21,768 : INFO : EPOCH 2 - PROGRESS: at 77.01% examples, 223974 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:22,818 : INFO : EPOCH 2 - PROGRESS: at 77.14% examples, 223974 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:23,847 : INFO : EPOCH 2 - PROGRESS: at 77.27% examples, 223991 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:24,904 : INFO : EPOCH 2 - PROGRESS: at 77.40% examples, 223983 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:25,927 : INFO : EPOCH 2 - PROGRESS: at 77.50% examples, 223981 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:26,964 : INFO : EPOCH 2 - PROGRESS: at 77.61% examples, 223979 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:27,968 : INFO : EPOCH 2 - PROGRESS: at 77.75% examples, 223996 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:28,983 : INFO : EPOCH 2 - PROGRESS: at 77.88% examples, 223991 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:29,984 : INFO : EPOCH 2 - PROGRESS: at 78.00% examples, 223997 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:30,984 : INFO : EPOCH 2 - PROGRESS: at 78.13% examples, 223977 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:31,996 : INFO : EPOCH 2 - PROGRESS: at 78.24% examples, 223982 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:33,048 : INFO : EPOCH 2 - PROGRESS: at 78.35% examples, 223979 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:34,060 : INFO : EPOCH 2 - PROGRESS: at 78.48% examples, 223986 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:35,065 : INFO : EPOCH 2 - PROGRESS: at 78.59% examples, 223991 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:36,078 : INFO : EPOCH 2 - PROGRESS: at 78.72% examples, 223998 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:37,083 : INFO : EPOCH 2 - PROGRESS: at 78.84% examples, 223993 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:38,084 : INFO : EPOCH 2 - PROGRESS: at 78.97% examples, 223993 words/s, in_qsize 6, out_qsize 1
2020-07-16 13:48:39,106 : INFO : EPOCH 2 - PROGRESS: at 79.09% examples, 223986 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:40,118 : INFO : EPOCH 2 - PROGRESS: at 79.21% examples, 223988 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:41,129 : INFO : EPOCH 2 - PROGRESS: at 79.34% examples, 223998 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:42,145 : INFO : EPOCH 2 - PROGRESS: at 79.47% examples, 223988 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:43,168 : INFO : EPOCH 2 - PROGRESS: at 79.61% examples, 223999 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:44,174 : INFO : EPOCH 2 - PROGRESS: at 79.73% examples, 223996 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:45,217 : INFO : EPOCH 2 - PROGRESS: at 79.83% examples, 224001 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:46,234 : INFO : EPOCH 2 - PROGRESS: at 79.94% examples, 223992 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:47,282 : INFO : EPOCH 2 - PROGRESS: at 80.07% examples, 223992 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:48,287 : INFO : EPOCH 2 - PROGRESS: at 80.20% examples, 224011 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:49,312 : INFO : EPOCH 2 - PROGRESS: at 80.33% examples, 223990 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:50,330 : INFO : EPOCH 2 - PROGRESS: at 80.44% examples, 223995 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:51,337 : INFO : EPOCH 2 - PROGRESS: at 80.56% examples, 223989 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:52,387 : INFO : EPOCH 2 - PROGRESS: at 80.67% examples, 224000 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:53,461 : INFO : EPOCH 2 - PROGRESS: at 80.79% examples, 223994 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:54,474 : INFO : EPOCH 2 - PROGRESS: at 80.91% examples, 224001 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:55,531 : INFO : EPOCH 2 - PROGRESS: at 81.04% examples, 224004 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:56,545 : INFO : EPOCH 2 - PROGRESS: at 81.15% examples, 224003 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:57,567 : INFO : EPOCH 2 - PROGRESS: at 81.27% examples, 224008 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:58,569 : INFO : EPOCH 2 - PROGRESS: at 81.40% examples, 224013 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:48:59,613 : INFO : EPOCH 2 - PROGRESS: at 81.50% examples, 224002 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:00,625 : INFO : EPOCH 2 - PROGRESS: at 81.61% examples, 224008 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:01,653 : INFO : EPOCH 2 - PROGRESS: at 81.74% examples, 224011 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:02,669 : INFO : EPOCH 2 - PROGRESS: at 81.84% examples, 224010 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:49:03,684 : INFO : EPOCH 2 - PROGRESS: at 81.97% examples, 224017 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:04,701 : INFO : EPOCH 2 - PROGRESS: at 82.09% examples, 224013 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:05,728 : INFO : EPOCH 2 - PROGRESS: at 82.23% examples, 224016 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:06,747 : INFO : EPOCH 2 - PROGRESS: at 82.35% examples, 224022 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:07,770 : INFO : EPOCH 2 - PROGRESS: at 82.48% examples, 224020 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:08,783 : INFO : EPOCH 2 - PROGRESS: at 82.61% examples, 224028 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:09,825 : INFO : EPOCH 2 - PROGRESS: at 82.72% examples, 224017 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:10,893 : INFO : EPOCH 2 - PROGRESS: at 82.85% examples, 224015 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:11,957 : INFO : EPOCH 2 - PROGRESS: at 82.97% examples, 224021 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:12,958 : INFO : EPOCH 2 - PROGRESS: at 83.07% examples, 224029 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:13,967 : INFO : EPOCH 2 - PROGRESS: at 83.19% examples, 224023 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:15,003 : INFO : EPOCH 2 - PROGRESS: at 83.34% examples, 224023 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:16,020 : INFO : EPOCH 2 - PROGRESS: at 83.46% examples, 224030 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:17,060 : INFO : EPOCH 2 - PROGRESS: at 83.58% examples, 224022 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:18,095 : INFO : EPOCH 2 - PROGRESS: at 83.71% examples, 224022 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:19,161 : INFO : EPOCH 2 - PROGRESS: at 83.84% examples, 224023 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:20,199 : INFO : EPOCH 2 - PROGRESS: at 83.98% examples, 224025 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:21,217 : INFO : EPOCH 2 - PROGRESS: at 84.11% examples, 224023 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:22,226 : INFO : EPOCH 2 - PROGRESS: at 84.24% examples, 224033 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:23,231 : INFO : EPOCH 2 - PROGRESS: at 84.36% examples, 224035 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:24,234 : INFO : EPOCH 2 - PROGRESS: at 84.47% examples, 224036 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:25,277 : INFO : EPOCH 2 - PROGRESS: at 84.59% examples, 224024 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:26,285 : INFO : EPOCH 2 - PROGRESS: at 84.71% examples, 224034 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:27,293 : INFO : EPOCH 2 - PROGRESS: at 84.82% examples, 224041 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:28,333 : INFO : EPOCH 2 - PROGRESS: at 84.93% examples, 224032 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:29,370 : INFO : EPOCH 2 - PROGRESS: at 85.05% examples, 224032 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:30,402 : INFO : EPOCH 2 - PROGRESS: at 85.15% examples, 224035 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:31,417 : INFO : EPOCH 2 - PROGRESS: at 85.28% examples, 224040 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:32,444 : INFO : EPOCH 2 - PROGRESS: at 85.40% examples, 224030 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:33,461 : INFO : EPOCH 2 - PROGRESS: at 85.50% examples, 224036 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:34,503 : INFO : EPOCH 2 - PROGRESS: at 85.62% examples, 224028 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:35,533 : INFO : EPOCH 2 - PROGRESS: at 85.75% examples, 224030 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:36,536 : INFO : EPOCH 2 - PROGRESS: at 85.86% examples, 224033 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:37,543 : INFO : EPOCH 2 - PROGRESS: at 85.98% examples, 224039 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:38,555 : INFO : EPOCH 2 - PROGRESS: at 86.11% examples, 224036 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:39,580 : INFO : EPOCH 2 - PROGRESS: at 86.23% examples, 224034 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:40,606 : INFO : EPOCH 2 - PROGRESS: at 86.34% examples, 224038 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:41,608 : INFO : EPOCH 2 - PROGRESS: at 86.47% examples, 224049 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:42,630 : INFO : EPOCH 2 - PROGRESS: at 86.61% examples, 224048 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:43,634 : INFO : EPOCH 2 - PROGRESS: at 86.73% examples, 224047 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:44,638 : INFO : EPOCH 2 - PROGRESS: at 86.86% examples, 224038 words/s, in_qsize 8, out_qsize 1
2020-07-16 13:49:45,684 : INFO : EPOCH 2 - PROGRESS: at 86.98% examples, 224047 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:46,719 : INFO : EPOCH 2 - PROGRESS: at 87.10% examples, 224049 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:47,741 : INFO : EPOCH 2 - PROGRESS: at 87.23% examples, 224049 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:48,795 : INFO : EPOCH 2 - PROGRESS: at 87.36% examples, 224050 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:49,829 : INFO : EPOCH 2 - PROGRESS: at 87.48% examples, 224047 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:50,834 : INFO : EPOCH 2 - PROGRESS: at 87.61% examples, 224042 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:51,842 : INFO : EPOCH 2 - PROGRESS: at 87.75% examples, 224052 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:52,854 : INFO : EPOCH 2 - PROGRESS: at 87.87% examples, 224060 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:53,886 : INFO : EPOCH 2 - PROGRESS: at 87.97% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:54,939 : INFO : EPOCH 2 - PROGRESS: at 88.09% examples, 224046 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:55,952 : INFO : EPOCH 2 - PROGRESS: at 88.24% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:56,997 : INFO : EPOCH 2 - PROGRESS: at 88.37% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:58,068 : INFO : EPOCH 2 - PROGRESS: at 88.49% examples, 224051 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:49:59,096 : INFO : EPOCH 2 - PROGRESS: at 88.63% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:00,112 : INFO : EPOCH 2 - PROGRESS: at 88.75% examples, 224056 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:01,156 : INFO : EPOCH 2 - PROGRESS: at 88.89% examples, 224059 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:02,163 : INFO : EPOCH 2 - PROGRESS: at 89.01% examples, 224072 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:03,172 : INFO : EPOCH 2 - PROGRESS: at 89.11% examples, 224057 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:04,182 : INFO : EPOCH 2 - PROGRESS: at 89.24% examples, 224058 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:05,205 : INFO : EPOCH 2 - PROGRESS: at 89.38% examples, 224058 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:06,215 : INFO : EPOCH 2 - PROGRESS: at 89.50% examples, 224064 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:07,223 : INFO : EPOCH 2 - PROGRESS: at 89.62% examples, 224062 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:08,266 : INFO : EPOCH 2 - PROGRESS: at 89.74% examples, 224060 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:09,307 : INFO : EPOCH 2 - PROGRESS: at 89.87% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:10,342 : INFO : EPOCH 2 - PROGRESS: at 90.00% examples, 224067 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:11,391 : INFO : EPOCH 2 - PROGRESS: at 90.11% examples, 224062 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:12,401 : INFO : EPOCH 2 - PROGRESS: at 90.23% examples, 224067 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:13,478 : INFO : EPOCH 2 - PROGRESS: at 90.34% examples, 224051 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:14,485 : INFO : EPOCH 2 - PROGRESS: at 90.47% examples, 224060 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:15,508 : INFO : EPOCH 2 - PROGRESS: at 90.60% examples, 224067 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:16,523 : INFO : EPOCH 2 - PROGRESS: at 90.73% examples, 224062 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:17,527 : INFO : EPOCH 2 - PROGRESS: at 90.83% examples, 224067 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:18,569 : INFO : EPOCH 2 - PROGRESS: at 90.95% examples, 224059 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:19,611 : INFO : EPOCH 2 - PROGRESS: at 91.07% examples, 224056 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:20,636 : INFO : EPOCH 2 - PROGRESS: at 91.18% examples, 224056 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:21,680 : INFO : EPOCH 2 - PROGRESS: at 91.31% examples, 224062 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:22,699 : INFO : EPOCH 2 - PROGRESS: at 91.42% examples, 224071 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:23,710 : INFO : EPOCH 2 - PROGRESS: at 91.56% examples, 224056 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:24,750 : INFO : EPOCH 2 - PROGRESS: at 91.68% examples, 224057 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:25,805 : INFO : EPOCH 2 - PROGRESS: at 91.81% examples, 224056 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:26,860 : INFO : EPOCH 2 - PROGRESS: at 91.93% examples, 224057 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:27,889 : INFO : EPOCH 2 - PROGRESS: at 92.06% examples, 224066 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:28,891 : INFO : EPOCH 2 - PROGRESS: at 92.17% examples, 224056 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:29,914 : INFO : EPOCH 2 - PROGRESS: at 92.30% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:30,940 : INFO : EPOCH 2 - PROGRESS: at 92.44% examples, 224061 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:31,947 : INFO : EPOCH 2 - PROGRESS: at 92.56% examples, 224060 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:32,959 : INFO : EPOCH 2 - PROGRESS: at 92.69% examples, 224066 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:33,997 : INFO : EPOCH 2 - PROGRESS: at 92.82% examples, 224058 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:35,026 : INFO : EPOCH 2 - PROGRESS: at 92.94% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:36,056 : INFO : EPOCH 2 - PROGRESS: at 93.07% examples, 224071 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:37,076 : INFO : EPOCH 2 - PROGRESS: at 93.18% examples, 224065 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:38,082 : INFO : EPOCH 2 - PROGRESS: at 93.29% examples, 224060 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:39,103 : INFO : EPOCH 2 - PROGRESS: at 93.41% examples, 224065 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:40,113 : INFO : EPOCH 2 - PROGRESS: at 93.55% examples, 224067 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:41,135 : INFO : EPOCH 2 - PROGRESS: at 93.67% examples, 224073 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:42,190 : INFO : EPOCH 2 - PROGRESS: at 93.79% examples, 224069 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:43,198 : INFO : EPOCH 2 - PROGRESS: at 93.90% examples, 224068 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:44,253 : INFO : EPOCH 2 - PROGRESS: at 94.03% examples, 224072 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:45,260 : INFO : EPOCH 2 - PROGRESS: at 94.14% examples, 224085 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:46,277 : INFO : EPOCH 2 - PROGRESS: at 94.26% examples, 224065 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:47,313 : INFO : EPOCH 2 - PROGRESS: at 94.39% examples, 224075 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:48,366 : INFO : EPOCH 2 - PROGRESS: at 94.50% examples, 224079 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:49,367 : INFO : EPOCH 2 - PROGRESS: at 94.61% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:50,369 : INFO : EPOCH 2 - PROGRESS: at 94.73% examples, 224087 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:51,395 : INFO : EPOCH 2 - PROGRESS: at 94.85% examples, 224071 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:52,411 : INFO : EPOCH 2 - PROGRESS: at 94.97% examples, 224082 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:53,415 : INFO : EPOCH 2 - PROGRESS: at 95.10% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:54,423 : INFO : EPOCH 2 - PROGRESS: at 95.22% examples, 224075 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:55,455 : INFO : EPOCH 2 - PROGRESS: at 95.33% examples, 224084 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:56,479 : INFO : EPOCH 2 - PROGRESS: at 95.47% examples, 224083 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:57,480 : INFO : EPOCH 2 - PROGRESS: at 95.58% examples, 224090 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:58,497 : INFO : EPOCH 2 - PROGRESS: at 95.70% examples, 224091 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:50:59,510 : INFO : EPOCH 2 - PROGRESS: at 95.82% examples, 224086 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:51:00,528 : INFO : EPOCH 2 - PROGRESS: at 95.93% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:01,588 : INFO : EPOCH 2 - PROGRESS: at 96.05% examples, 224082 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:02,600 : INFO : EPOCH 2 - PROGRESS: at 96.17% examples, 224090 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:03,636 : INFO : EPOCH 2 - PROGRESS: at 96.28% examples, 224096 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:04,688 : INFO : EPOCH 2 - PROGRESS: at 96.40% examples, 224084 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:05,707 : INFO : EPOCH 2 - PROGRESS: at 96.53% examples, 224087 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:06,731 : INFO : EPOCH 2 - PROGRESS: at 96.67% examples, 224095 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:07,739 : INFO : EPOCH 2 - PROGRESS: at 96.81% examples, 224092 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:08,746 : INFO : EPOCH 2 - PROGRESS: at 96.95% examples, 224101 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:09,753 : INFO : EPOCH 2 - PROGRESS: at 97.07% examples, 224094 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:10,754 : INFO : EPOCH 2 - PROGRESS: at 97.20% examples, 224084 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:11,783 : INFO : EPOCH 2 - PROGRESS: at 97.33% examples, 224088 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:12,791 : INFO : EPOCH 2 - PROGRESS: at 97.46% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:13,814 : INFO : EPOCH 2 - PROGRESS: at 97.59% examples, 224095 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:14,814 : INFO : EPOCH 2 - PROGRESS: at 97.70% examples, 224082 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:15,840 : INFO : EPOCH 2 - PROGRESS: at 97.82% examples, 224082 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:16,857 : INFO : EPOCH 2 - PROGRESS: at 97.96% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:17,934 : INFO : EPOCH 2 - PROGRESS: at 98.07% examples, 224087 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:18,964 : INFO : EPOCH 2 - PROGRESS: at 98.22% examples, 224085 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:19,991 : INFO : EPOCH 2 - PROGRESS: at 98.36% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:21,035 : INFO : EPOCH 2 - PROGRESS: at 98.50% examples, 224087 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:22,043 : INFO : EPOCH 2 - PROGRESS: at 98.60% examples, 224092 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:23,091 : INFO : EPOCH 2 - PROGRESS: at 98.72% examples, 224090 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:24,116 : INFO : EPOCH 2 - PROGRESS: at 98.86% examples, 224094 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:25,151 : INFO : EPOCH 2 - PROGRESS: at 98.98% examples, 224098 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:26,176 : INFO : EPOCH 2 - PROGRESS: at 99.10% examples, 224096 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:27,187 : INFO : EPOCH 2 - PROGRESS: at 99.23% examples, 224098 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:28,210 : INFO : EPOCH 2 - PROGRESS: at 99.35% examples, 224095 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:29,212 : INFO : EPOCH 2 - PROGRESS: at 99.47% examples, 224100 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:30,217 : INFO : EPOCH 2 - PROGRESS: at 99.58% examples, 224098 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:31,240 : INFO : EPOCH 2 - PROGRESS: at 99.70% examples, 224097 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:32,295 : INFO : EPOCH 2 - PROGRESS: at 99.83% examples, 224096 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:33,344 : INFO : EPOCH 2 - PROGRESS: at 99.97% examples, 224090 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:33,554 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 13:51:33,576 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 13:51:33,587 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 13:51:33,604 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 13:51:33,605 : INFO : EPOCH - 2 : training on 246540407 raw words (186684797 effective words) took 833.0s, 224107 effective words/s
2020-07-16 13:51:34,610 : INFO : EPOCH 3 - PROGRESS: at 0.12% examples, 208582 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:35,659 : INFO : EPOCH 3 - PROGRESS: at 0.27% examples, 216800 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:36,670 : INFO : EPOCH 3 - PROGRESS: at 0.40% examples, 221148 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:37,678 : INFO : EPOCH 3 - PROGRESS: at 0.53% examples, 221592 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:38,744 : INFO : EPOCH 3 - PROGRESS: at 0.64% examples, 219989 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:39,754 : INFO : EPOCH 3 - PROGRESS: at 0.76% examples, 221199 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:40,768 : INFO : EPOCH 3 - PROGRESS: at 0.89% examples, 222653 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:41,768 : INFO : EPOCH 3 - PROGRESS: at 1.01% examples, 222723 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:42,783 : INFO : EPOCH 3 - PROGRESS: at 1.11% examples, 222703 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:43,812 : INFO : EPOCH 3 - PROGRESS: at 1.23% examples, 222977 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:44,856 : INFO : EPOCH 3 - PROGRESS: at 1.35% examples, 223194 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:45,887 : INFO : EPOCH 3 - PROGRESS: at 1.47% examples, 222814 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:46,894 : INFO : EPOCH 3 - PROGRESS: at 1.61% examples, 223027 words/s, in_qsize 8, out_qsize 1
2020-07-16 13:51:47,921 : INFO : EPOCH 3 - PROGRESS: at 1.73% examples, 223661 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:48,941 : INFO : EPOCH 3 - PROGRESS: at 1.86% examples, 223549 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:49,952 : INFO : EPOCH 3 - PROGRESS: at 1.99% examples, 223110 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:50,959 : INFO : EPOCH 3 - PROGRESS: at 2.10% examples, 223605 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:52,039 : INFO : EPOCH 3 - PROGRESS: at 2.22% examples, 223206 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:53,053 : INFO : EPOCH 3 - PROGRESS: at 2.34% examples, 223553 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:54,079 : INFO : EPOCH 3 - PROGRESS: at 2.46% examples, 223785 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:55,098 : INFO : EPOCH 3 - PROGRESS: at 2.57% examples, 223417 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:56,115 : INFO : EPOCH 3 - PROGRESS: at 2.70% examples, 223619 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:57,140 : INFO : EPOCH 3 - PROGRESS: at 2.83% examples, 223920 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:58,209 : INFO : EPOCH 3 - PROGRESS: at 2.95% examples, 223499 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:51:59,227 : INFO : EPOCH 3 - PROGRESS: at 3.08% examples, 223673 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:00,270 : INFO : EPOCH 3 - PROGRESS: at 3.19% examples, 223729 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:01,352 : INFO : EPOCH 3 - PROGRESS: at 3.31% examples, 223554 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:02,443 : INFO : EPOCH 3 - PROGRESS: at 3.44% examples, 223525 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:03,455 : INFO : EPOCH 3 - PROGRESS: at 3.57% examples, 223978 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:04,466 : INFO : EPOCH 3 - PROGRESS: at 3.70% examples, 223860 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:05,473 : INFO : EPOCH 3 - PROGRESS: at 3.83% examples, 223891 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:06,493 : INFO : EPOCH 3 - PROGRESS: at 3.95% examples, 223971 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:07,499 : INFO : EPOCH 3 - PROGRESS: at 4.05% examples, 223809 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:08,511 : INFO : EPOCH 3 - PROGRESS: at 4.17% examples, 224024 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:09,512 : INFO : EPOCH 3 - PROGRESS: at 4.29% examples, 223963 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:10,582 : INFO : EPOCH 3 - PROGRESS: at 4.41% examples, 223906 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:11,584 : INFO : EPOCH 3 - PROGRESS: at 4.53% examples, 223889 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:12,663 : INFO : EPOCH 3 - PROGRESS: at 4.67% examples, 223812 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:13,675 : INFO : EPOCH 3 - PROGRESS: at 4.78% examples, 224007 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:14,713 : INFO : EPOCH 3 - PROGRESS: at 4.91% examples, 223877 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:15,717 : INFO : EPOCH 3 - PROGRESS: at 5.03% examples, 224033 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:16,723 : INFO : EPOCH 3 - PROGRESS: at 5.15% examples, 223867 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:17,744 : INFO : EPOCH 3 - PROGRESS: at 5.26% examples, 223952 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:18,755 : INFO : EPOCH 3 - PROGRESS: at 5.36% examples, 223832 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:19,772 : INFO : EPOCH 3 - PROGRESS: at 5.50% examples, 223979 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:20,798 : INFO : EPOCH 3 - PROGRESS: at 5.62% examples, 224039 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:21,813 : INFO : EPOCH 3 - PROGRESS: at 5.77% examples, 224069 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:22,821 : INFO : EPOCH 3 - PROGRESS: at 5.89% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:23,832 : INFO : EPOCH 3 - PROGRESS: at 6.00% examples, 223940 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:24,921 : INFO : EPOCH 3 - PROGRESS: at 6.13% examples, 223921 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:25,939 : INFO : EPOCH 3 - PROGRESS: at 6.26% examples, 224019 words/s, in_qsize 8, out_qsize 1
2020-07-16 13:52:26,982 : INFO : EPOCH 3 - PROGRESS: at 6.39% examples, 224057 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:28,012 : INFO : EPOCH 3 - PROGRESS: at 6.49% examples, 224060 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:29,032 : INFO : EPOCH 3 - PROGRESS: at 6.61% examples, 224121 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:30,056 : INFO : EPOCH 3 - PROGRESS: at 6.73% examples, 224113 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:31,084 : INFO : EPOCH 3 - PROGRESS: at 6.85% examples, 224192 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:32,157 : INFO : EPOCH 3 - PROGRESS: at 6.97% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:33,160 : INFO : EPOCH 3 - PROGRESS: at 7.10% examples, 224070 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:34,174 : INFO : EPOCH 3 - PROGRESS: at 7.24% examples, 224155 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:35,191 : INFO : EPOCH 3 - PROGRESS: at 7.37% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:36,244 : INFO : EPOCH 3 - PROGRESS: at 7.49% examples, 223975 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:37,295 : INFO : EPOCH 3 - PROGRESS: at 7.62% examples, 223915 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:38,299 : INFO : EPOCH 3 - PROGRESS: at 7.73% examples, 223939 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:39,354 : INFO : EPOCH 3 - PROGRESS: at 7.84% examples, 223293 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:40,377 : INFO : EPOCH 3 - PROGRESS: at 7.94% examples, 222801 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:41,412 : INFO : EPOCH 3 - PROGRESS: at 8.05% examples, 222885 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:42,426 : INFO : EPOCH 3 - PROGRESS: at 8.17% examples, 222860 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:43,476 : INFO : EPOCH 3 - PROGRESS: at 8.30% examples, 222901 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:44,481 : INFO : EPOCH 3 - PROGRESS: at 8.42% examples, 223093 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:52:45,519 : INFO : EPOCH 3 - PROGRESS: at 8.54% examples, 223020 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:46,537 : INFO : EPOCH 3 - PROGRESS: at 8.67% examples, 223036 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:47,554 : INFO : EPOCH 3 - PROGRESS: at 8.80% examples, 223019 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:48,583 : INFO : EPOCH 3 - PROGRESS: at 8.92% examples, 223124 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:49,591 : INFO : EPOCH 3 - PROGRESS: at 9.03% examples, 223115 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:50,617 : INFO : EPOCH 3 - PROGRESS: at 9.16% examples, 223061 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:51,645 : INFO : EPOCH 3 - PROGRESS: at 9.30% examples, 223128 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:52,688 : INFO : EPOCH 3 - PROGRESS: at 9.42% examples, 223153 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:53,706 : INFO : EPOCH 3 - PROGRESS: at 9.53% examples, 223213 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:54,738 : INFO : EPOCH 3 - PROGRESS: at 9.65% examples, 223202 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:55,787 : INFO : EPOCH 3 - PROGRESS: at 9.76% examples, 223201 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:56,806 : INFO : EPOCH 3 - PROGRESS: at 9.89% examples, 223261 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:57,822 : INFO : EPOCH 3 - PROGRESS: at 10.02% examples, 223276 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:58,867 : INFO : EPOCH 3 - PROGRESS: at 10.15% examples, 223283 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:52:59,896 : INFO : EPOCH 3 - PROGRESS: at 10.28% examples, 223250 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:00,902 : INFO : EPOCH 3 - PROGRESS: at 10.40% examples, 223308 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:01,918 : INFO : EPOCH 3 - PROGRESS: at 10.53% examples, 223333 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:02,959 : INFO : EPOCH 3 - PROGRESS: at 10.65% examples, 223312 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:03,961 : INFO : EPOCH 3 - PROGRESS: at 10.77% examples, 223332 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:04,977 : INFO : EPOCH 3 - PROGRESS: at 10.90% examples, 223428 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:06,007 : INFO : EPOCH 3 - PROGRESS: at 11.03% examples, 223435 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:07,013 : INFO : EPOCH 3 - PROGRESS: at 11.14% examples, 223428 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:08,015 : INFO : EPOCH 3 - PROGRESS: at 11.27% examples, 223507 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:09,077 : INFO : EPOCH 3 - PROGRESS: at 11.39% examples, 223432 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:10,095 : INFO : EPOCH 3 - PROGRESS: at 11.51% examples, 223508 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:11,113 : INFO : EPOCH 3 - PROGRESS: at 11.61% examples, 223493 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:12,133 : INFO : EPOCH 3 - PROGRESS: at 11.74% examples, 223520 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:13,151 : INFO : EPOCH 3 - PROGRESS: at 11.87% examples, 223543 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:14,162 : INFO : EPOCH 3 - PROGRESS: at 12.01% examples, 223577 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:15,166 : INFO : EPOCH 3 - PROGRESS: at 12.14% examples, 223620 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:16,192 : INFO : EPOCH 3 - PROGRESS: at 12.27% examples, 223636 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:17,212 : INFO : EPOCH 3 - PROGRESS: at 12.39% examples, 223644 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:18,231 : INFO : EPOCH 3 - PROGRESS: at 12.50% examples, 223603 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:19,238 : INFO : EPOCH 3 - PROGRESS: at 12.61% examples, 223611 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:20,265 : INFO : EPOCH 3 - PROGRESS: at 12.75% examples, 223631 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:21,286 : INFO : EPOCH 3 - PROGRESS: at 12.87% examples, 223582 words/s, in_qsize 8, out_qsize 1
2020-07-16 13:53:22,307 : INFO : EPOCH 3 - PROGRESS: at 13.01% examples, 223566 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:23,379 : INFO : EPOCH 3 - PROGRESS: at 13.15% examples, 223606 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:24,388 : INFO : EPOCH 3 - PROGRESS: at 13.29% examples, 223631 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:25,401 : INFO : EPOCH 3 - PROGRESS: at 13.41% examples, 223681 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:26,403 : INFO : EPOCH 3 - PROGRESS: at 13.54% examples, 223617 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:27,418 : INFO : EPOCH 3 - PROGRESS: at 13.66% examples, 223577 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:28,436 : INFO : EPOCH 3 - PROGRESS: at 13.77% examples, 223609 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:29,498 : INFO : EPOCH 3 - PROGRESS: at 13.89% examples, 223590 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:30,502 : INFO : EPOCH 3 - PROGRESS: at 14.01% examples, 223672 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:31,563 : INFO : EPOCH 3 - PROGRESS: at 14.16% examples, 223643 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:32,576 : INFO : EPOCH 3 - PROGRESS: at 14.28% examples, 223705 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:33,623 : INFO : EPOCH 3 - PROGRESS: at 14.41% examples, 223643 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:34,628 : INFO : EPOCH 3 - PROGRESS: at 14.54% examples, 223678 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:35,642 : INFO : EPOCH 3 - PROGRESS: at 14.67% examples, 223754 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:36,645 : INFO : EPOCH 3 - PROGRESS: at 14.81% examples, 223747 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:37,650 : INFO : EPOCH 3 - PROGRESS: at 14.92% examples, 223707 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:38,668 : INFO : EPOCH 3 - PROGRESS: at 15.04% examples, 223729 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:39,670 : INFO : EPOCH 3 - PROGRESS: at 15.16% examples, 223673 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:40,698 : INFO : EPOCH 3 - PROGRESS: at 15.30% examples, 223769 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:41,707 : INFO : EPOCH 3 - PROGRESS: at 15.43% examples, 223733 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:42,745 : INFO : EPOCH 3 - PROGRESS: at 15.54% examples, 223771 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:43,777 : INFO : EPOCH 3 - PROGRESS: at 15.68% examples, 223763 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:44,791 : INFO : EPOCH 3 - PROGRESS: at 15.79% examples, 223701 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:45,818 : INFO : EPOCH 3 - PROGRESS: at 15.93% examples, 223753 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:46,831 : INFO : EPOCH 3 - PROGRESS: at 16.05% examples, 223742 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:47,864 : INFO : EPOCH 3 - PROGRESS: at 16.18% examples, 223742 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:48,939 : INFO : EPOCH 3 - PROGRESS: at 16.30% examples, 223711 words/s, in_qsize 6, out_qsize 1
2020-07-16 13:53:49,974 : INFO : EPOCH 3 - PROGRESS: at 16.45% examples, 223758 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:50,975 : INFO : EPOCH 3 - PROGRESS: at 16.56% examples, 223768 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:51,997 : INFO : EPOCH 3 - PROGRESS: at 16.68% examples, 223788 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:53,013 : INFO : EPOCH 3 - PROGRESS: at 16.81% examples, 223821 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:54,067 : INFO : EPOCH 3 - PROGRESS: at 16.95% examples, 223788 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:55,079 : INFO : EPOCH 3 - PROGRESS: at 17.07% examples, 223874 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:56,093 : INFO : EPOCH 3 - PROGRESS: at 17.17% examples, 223801 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:57,138 : INFO : EPOCH 3 - PROGRESS: at 17.28% examples, 223837 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:58,144 : INFO : EPOCH 3 - PROGRESS: at 17.42% examples, 223843 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:53:59,155 : INFO : EPOCH 3 - PROGRESS: at 17.53% examples, 223847 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:00,172 : INFO : EPOCH 3 - PROGRESS: at 17.64% examples, 223863 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:01,185 : INFO : EPOCH 3 - PROGRESS: at 17.77% examples, 223905 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:02,187 : INFO : EPOCH 3 - PROGRESS: at 17.89% examples, 223840 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:03,232 : INFO : EPOCH 3 - PROGRESS: at 18.02% examples, 223848 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:04,253 : INFO : EPOCH 3 - PROGRESS: at 18.15% examples, 223875 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:05,268 : INFO : EPOCH 3 - PROGRESS: at 18.27% examples, 223885 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:06,363 : INFO : EPOCH 3 - PROGRESS: at 18.39% examples, 223838 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:07,395 : INFO : EPOCH 3 - PROGRESS: at 18.52% examples, 223886 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:08,400 : INFO : EPOCH 3 - PROGRESS: at 18.64% examples, 223888 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:09,405 : INFO : EPOCH 3 - PROGRESS: at 18.74% examples, 223880 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:10,465 : INFO : EPOCH 3 - PROGRESS: at 18.88% examples, 223878 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:11,477 : INFO : EPOCH 3 - PROGRESS: at 18.99% examples, 223928 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:12,491 : INFO : EPOCH 3 - PROGRESS: at 19.11% examples, 223909 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:13,525 : INFO : EPOCH 3 - PROGRESS: at 19.24% examples, 223937 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:14,571 : INFO : EPOCH 3 - PROGRESS: at 19.36% examples, 223935 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:15,619 : INFO : EPOCH 3 - PROGRESS: at 19.48% examples, 223891 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:16,630 : INFO : EPOCH 3 - PROGRESS: at 19.61% examples, 223916 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:17,630 : INFO : EPOCH 3 - PROGRESS: at 19.74% examples, 223996 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:18,642 : INFO : EPOCH 3 - PROGRESS: at 19.85% examples, 223950 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:19,666 : INFO : EPOCH 3 - PROGRESS: at 19.98% examples, 223964 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:20,692 : INFO : EPOCH 3 - PROGRESS: at 20.10% examples, 223973 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:21,694 : INFO : EPOCH 3 - PROGRESS: at 20.23% examples, 223979 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:22,700 : INFO : EPOCH 3 - PROGRESS: at 20.34% examples, 223962 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:23,732 : INFO : EPOCH 3 - PROGRESS: at 20.47% examples, 223975 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:24,786 : INFO : EPOCH 3 - PROGRESS: at 20.61% examples, 223970 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:25,809 : INFO : EPOCH 3 - PROGRESS: at 20.72% examples, 223988 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:26,810 : INFO : EPOCH 3 - PROGRESS: at 20.85% examples, 224048 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:27,859 : INFO : EPOCH 3 - PROGRESS: at 20.98% examples, 223990 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:28,865 : INFO : EPOCH 3 - PROGRESS: at 21.10% examples, 224000 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:29,868 : INFO : EPOCH 3 - PROGRESS: at 21.22% examples, 223983 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:30,869 : INFO : EPOCH 3 - PROGRESS: at 21.34% examples, 224024 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:31,907 : INFO : EPOCH 3 - PROGRESS: at 21.46% examples, 224037 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:32,986 : INFO : EPOCH 3 - PROGRESS: at 21.61% examples, 223965 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:33,992 : INFO : EPOCH 3 - PROGRESS: at 21.71% examples, 224051 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:34,998 : INFO : EPOCH 3 - PROGRESS: at 21.84% examples, 224072 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:36,007 : INFO : EPOCH 3 - PROGRESS: at 21.98% examples, 224050 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:37,014 : INFO : EPOCH 3 - PROGRESS: at 22.10% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:38,017 : INFO : EPOCH 3 - PROGRESS: at 22.22% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:39,022 : INFO : EPOCH 3 - PROGRESS: at 22.34% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:40,029 : INFO : EPOCH 3 - PROGRESS: at 22.45% examples, 224046 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:41,042 : INFO : EPOCH 3 - PROGRESS: at 22.56% examples, 224081 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:42,049 : INFO : EPOCH 3 - PROGRESS: at 22.67% examples, 224103 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:43,132 : INFO : EPOCH 3 - PROGRESS: at 22.81% examples, 224062 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:44,246 : INFO : EPOCH 3 - PROGRESS: at 22.94% examples, 224040 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:45,273 : INFO : EPOCH 3 - PROGRESS: at 23.08% examples, 224090 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:46,325 : INFO : EPOCH 3 - PROGRESS: at 23.20% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:47,328 : INFO : EPOCH 3 - PROGRESS: at 23.32% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:48,384 : INFO : EPOCH 3 - PROGRESS: at 23.45% examples, 224066 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:49,426 : INFO : EPOCH 3 - PROGRESS: at 23.56% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:50,433 : INFO : EPOCH 3 - PROGRESS: at 23.70% examples, 224119 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:51,467 : INFO : EPOCH 3 - PROGRESS: at 23.83% examples, 224105 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:52,522 : INFO : EPOCH 3 - PROGRESS: at 23.97% examples, 224109 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:53,538 : INFO : EPOCH 3 - PROGRESS: at 24.10% examples, 224120 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:54,548 : INFO : EPOCH 3 - PROGRESS: at 24.21% examples, 224149 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:55,580 : INFO : EPOCH 3 - PROGRESS: at 24.33% examples, 224129 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:56,582 : INFO : EPOCH 3 - PROGRESS: at 24.45% examples, 224152 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:57,598 : INFO : EPOCH 3 - PROGRESS: at 24.56% examples, 224123 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:54:58,657 : INFO : EPOCH 3 - PROGRESS: at 24.69% examples, 224130 words/s, in_qsize 6, out_qsize 1
2020-07-16 13:54:59,690 : INFO : EPOCH 3 - PROGRESS: at 24.81% examples, 224176 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:00,715 : INFO : EPOCH 3 - PROGRESS: at 24.93% examples, 224133 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:01,727 : INFO : EPOCH 3 - PROGRESS: at 25.03% examples, 224157 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:02,741 : INFO : EPOCH 3 - PROGRESS: at 25.16% examples, 224176 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:03,745 : INFO : EPOCH 3 - PROGRESS: at 25.28% examples, 224165 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:04,746 : INFO : EPOCH 3 - PROGRESS: at 25.40% examples, 224153 words/s, in_qsize 8, out_qsize 0
2020-07-16 13:55:05,750 : INFO : EPOCH 3 - PROGRESS: at 25.52% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:06,772 : INFO : EPOCH 3 - PROGRESS: at 25.63% examples, 224169 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:07,788 : INFO : EPOCH 3 - PROGRESS: at 25.75% examples, 224184 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:08,792 : INFO : EPOCH 3 - PROGRESS: at 25.86% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:09,819 : INFO : EPOCH 3 - PROGRESS: at 25.99% examples, 224205 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:10,822 : INFO : EPOCH 3 - PROGRESS: at 26.12% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:11,857 : INFO : EPOCH 3 - PROGRESS: at 26.24% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:12,860 : INFO : EPOCH 3 - PROGRESS: at 26.36% examples, 224208 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:13,860 : INFO : EPOCH 3 - PROGRESS: at 26.50% examples, 224182 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:14,872 : INFO : EPOCH 3 - PROGRESS: at 26.64% examples, 224236 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:15,882 : INFO : EPOCH 3 - PROGRESS: at 26.76% examples, 224219 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:16,899 : INFO : EPOCH 3 - PROGRESS: at 26.90% examples, 224208 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:17,917 : INFO : EPOCH 3 - PROGRESS: at 27.02% examples, 224219 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:18,937 : INFO : EPOCH 3 - PROGRESS: at 27.14% examples, 224225 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:19,946 : INFO : EPOCH 3 - PROGRESS: at 27.26% examples, 224234 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:20,956 : INFO : EPOCH 3 - PROGRESS: at 27.38% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:21,979 : INFO : EPOCH 3 - PROGRESS: at 27.51% examples, 224225 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:22,981 : INFO : EPOCH 3 - PROGRESS: at 27.64% examples, 224243 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:23,991 : INFO : EPOCH 3 - PROGRESS: at 27.78% examples, 224210 words/s, in_qsize 6, out_qsize 1
2020-07-16 13:55:25,005 : INFO : EPOCH 3 - PROGRESS: at 27.90% examples, 224255 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:26,022 : INFO : EPOCH 3 - PROGRESS: at 28.04% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:27,024 : INFO : EPOCH 3 - PROGRESS: at 28.17% examples, 224278 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:28,040 : INFO : EPOCH 3 - PROGRESS: at 28.29% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:29,051 : INFO : EPOCH 3 - PROGRESS: at 28.40% examples, 224273 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:30,090 : INFO : EPOCH 3 - PROGRESS: at 28.54% examples, 224266 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:31,144 : INFO : EPOCH 3 - PROGRESS: at 28.66% examples, 224236 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:32,151 : INFO : EPOCH 3 - PROGRESS: at 28.80% examples, 224241 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:33,211 : INFO : EPOCH 3 - PROGRESS: at 28.94% examples, 224248 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:34,233 : INFO : EPOCH 3 - PROGRESS: at 29.07% examples, 224273 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:35,307 : INFO : EPOCH 3 - PROGRESS: at 29.20% examples, 224243 words/s, in_qsize 8, out_qsize 2
2020-07-16 13:55:36,318 : INFO : EPOCH 3 - PROGRESS: at 29.31% examples, 224270 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:37,323 : INFO : EPOCH 3 - PROGRESS: at 29.44% examples, 224286 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:38,350 : INFO : EPOCH 3 - PROGRESS: at 29.56% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:39,383 : INFO : EPOCH 3 - PROGRESS: at 29.68% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:40,473 : INFO : EPOCH 3 - PROGRESS: at 29.78% examples, 224242 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:41,492 : INFO : EPOCH 3 - PROGRESS: at 29.90% examples, 224264 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:42,556 : INFO : EPOCH 3 - PROGRESS: at 30.00% examples, 224266 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:43,641 : INFO : EPOCH 3 - PROGRESS: at 30.13% examples, 224256 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:44,707 : INFO : EPOCH 3 - PROGRESS: at 30.27% examples, 224265 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:45,737 : INFO : EPOCH 3 - PROGRESS: at 30.39% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:46,762 : INFO : EPOCH 3 - PROGRESS: at 30.49% examples, 224272 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:47,773 : INFO : EPOCH 3 - PROGRESS: at 30.62% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:48,783 : INFO : EPOCH 3 - PROGRESS: at 30.75% examples, 224280 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:49,784 : INFO : EPOCH 3 - PROGRESS: at 30.86% examples, 224298 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:50,801 : INFO : EPOCH 3 - PROGRESS: at 30.99% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:51,806 : INFO : EPOCH 3 - PROGRESS: at 31.12% examples, 224296 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:52,859 : INFO : EPOCH 3 - PROGRESS: at 31.24% examples, 224295 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:53,878 : INFO : EPOCH 3 - PROGRESS: at 31.34% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:54,899 : INFO : EPOCH 3 - PROGRESS: at 31.48% examples, 224274 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:55,919 : INFO : EPOCH 3 - PROGRESS: at 31.62% examples, 224288 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:56,922 : INFO : EPOCH 3 - PROGRESS: at 31.73% examples, 224278 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:57,933 : INFO : EPOCH 3 - PROGRESS: at 31.85% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:58,934 : INFO : EPOCH 3 - PROGRESS: at 31.95% examples, 224300 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:55:59,948 : INFO : EPOCH 3 - PROGRESS: at 32.06% examples, 224291 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:01,022 : INFO : EPOCH 3 - PROGRESS: at 32.17% examples, 224287 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:02,094 : INFO : EPOCH 3 - PROGRESS: at 32.30% examples, 224271 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:03,159 : INFO : EPOCH 3 - PROGRESS: at 32.42% examples, 224297 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:04,193 : INFO : EPOCH 3 - PROGRESS: at 32.54% examples, 224311 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:05,221 : INFO : EPOCH 3 - PROGRESS: at 32.64% examples, 224301 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:06,224 : INFO : EPOCH 3 - PROGRESS: at 32.78% examples, 224337 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:07,318 : INFO : EPOCH 3 - PROGRESS: at 32.91% examples, 224298 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:08,335 : INFO : EPOCH 3 - PROGRESS: at 33.05% examples, 224327 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:09,346 : INFO : EPOCH 3 - PROGRESS: at 33.18% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:10,365 : INFO : EPOCH 3 - PROGRESS: at 33.31% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:11,376 : INFO : EPOCH 3 - PROGRESS: at 33.42% examples, 224330 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:12,391 : INFO : EPOCH 3 - PROGRESS: at 33.54% examples, 224324 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:13,423 : INFO : EPOCH 3 - PROGRESS: at 33.67% examples, 224355 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:14,528 : INFO : EPOCH 3 - PROGRESS: at 33.79% examples, 224306 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:15,580 : INFO : EPOCH 3 - PROGRESS: at 33.93% examples, 224332 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:16,580 : INFO : EPOCH 3 - PROGRESS: at 34.05% examples, 224369 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:17,615 : INFO : EPOCH 3 - PROGRESS: at 34.17% examples, 224337 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:18,615 : INFO : EPOCH 3 - PROGRESS: at 34.28% examples, 224365 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:19,629 : INFO : EPOCH 3 - PROGRESS: at 34.41% examples, 224357 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:20,665 : INFO : EPOCH 3 - PROGRESS: at 34.53% examples, 224353 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:21,668 : INFO : EPOCH 3 - PROGRESS: at 34.65% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:22,712 : INFO : EPOCH 3 - PROGRESS: at 34.78% examples, 224338 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:23,723 : INFO : EPOCH 3 - PROGRESS: at 34.91% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:24,725 : INFO : EPOCH 3 - PROGRESS: at 35.04% examples, 224357 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:25,739 : INFO : EPOCH 3 - PROGRESS: at 35.15% examples, 224343 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:26,747 : INFO : EPOCH 3 - PROGRESS: at 35.28% examples, 224360 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:27,771 : INFO : EPOCH 3 - PROGRESS: at 35.40% examples, 224346 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:28,795 : INFO : EPOCH 3 - PROGRESS: at 35.52% examples, 224365 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:29,802 : INFO : EPOCH 3 - PROGRESS: at 35.63% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:30,809 : INFO : EPOCH 3 - PROGRESS: at 35.75% examples, 224369 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:31,820 : INFO : EPOCH 3 - PROGRESS: at 35.86% examples, 224369 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:32,859 : INFO : EPOCH 3 - PROGRESS: at 35.98% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:33,879 : INFO : EPOCH 3 - PROGRESS: at 36.09% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:34,899 : INFO : EPOCH 3 - PROGRESS: at 36.24% examples, 224370 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:35,899 : INFO : EPOCH 3 - PROGRESS: at 36.35% examples, 224380 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:36,914 : INFO : EPOCH 3 - PROGRESS: at 36.47% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:37,924 : INFO : EPOCH 3 - PROGRESS: at 36.58% examples, 224359 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:38,944 : INFO : EPOCH 3 - PROGRESS: at 36.68% examples, 224359 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:39,995 : INFO : EPOCH 3 - PROGRESS: at 36.81% examples, 224374 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:41,001 : INFO : EPOCH 3 - PROGRESS: at 36.92% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:42,002 : INFO : EPOCH 3 - PROGRESS: at 37.04% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:43,025 : INFO : EPOCH 3 - PROGRESS: at 37.16% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:44,032 : INFO : EPOCH 3 - PROGRESS: at 37.29% examples, 224391 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:45,078 : INFO : EPOCH 3 - PROGRESS: at 37.41% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:46,091 : INFO : EPOCH 3 - PROGRESS: at 37.55% examples, 224378 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:47,167 : INFO : EPOCH 3 - PROGRESS: at 37.67% examples, 224359 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:48,253 : INFO : EPOCH 3 - PROGRESS: at 37.82% examples, 224365 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:49,254 : INFO : EPOCH 3 - PROGRESS: at 37.94% examples, 224411 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:50,277 : INFO : EPOCH 3 - PROGRESS: at 38.06% examples, 224393 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:51,304 : INFO : EPOCH 3 - PROGRESS: at 38.18% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:52,392 : INFO : EPOCH 3 - PROGRESS: at 38.31% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:53,398 : INFO : EPOCH 3 - PROGRESS: at 38.41% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:54,398 : INFO : EPOCH 3 - PROGRESS: at 38.53% examples, 224422 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:55,421 : INFO : EPOCH 3 - PROGRESS: at 38.65% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:56,427 : INFO : EPOCH 3 - PROGRESS: at 38.77% examples, 224433 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:57,474 : INFO : EPOCH 3 - PROGRESS: at 38.89% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:58,474 : INFO : EPOCH 3 - PROGRESS: at 39.03% examples, 224437 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:56:59,488 : INFO : EPOCH 3 - PROGRESS: at 39.15% examples, 224416 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:00,542 : INFO : EPOCH 3 - PROGRESS: at 39.27% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:01,573 : INFO : EPOCH 3 - PROGRESS: at 39.39% examples, 224425 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:02,579 : INFO : EPOCH 3 - PROGRESS: at 39.51% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:03,586 : INFO : EPOCH 3 - PROGRESS: at 39.64% examples, 224428 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:04,603 : INFO : EPOCH 3 - PROGRESS: at 39.76% examples, 224433 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:05,608 : INFO : EPOCH 3 - PROGRESS: at 39.89% examples, 224437 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:06,623 : INFO : EPOCH 3 - PROGRESS: at 39.99% examples, 224411 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:07,654 : INFO : EPOCH 3 - PROGRESS: at 40.11% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:08,663 : INFO : EPOCH 3 - PROGRESS: at 40.23% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:09,671 : INFO : EPOCH 3 - PROGRESS: at 40.32% examples, 224288 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:10,706 : INFO : EPOCH 3 - PROGRESS: at 40.44% examples, 224198 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:11,719 : INFO : EPOCH 3 - PROGRESS: at 40.55% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:12,752 : INFO : EPOCH 3 - PROGRESS: at 40.68% examples, 224179 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:13,759 : INFO : EPOCH 3 - PROGRESS: at 40.81% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:14,762 : INFO : EPOCH 3 - PROGRESS: at 40.92% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:15,781 : INFO : EPOCH 3 - PROGRESS: at 41.04% examples, 224198 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:16,789 : INFO : EPOCH 3 - PROGRESS: at 41.17% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:17,851 : INFO : EPOCH 3 - PROGRESS: at 41.29% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:18,874 : INFO : EPOCH 3 - PROGRESS: at 41.39% examples, 224204 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:19,889 : INFO : EPOCH 3 - PROGRESS: at 41.50% examples, 224185 words/s, in_qsize 6, out_qsize 1
2020-07-16 13:57:20,892 : INFO : EPOCH 3 - PROGRESS: at 41.62% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:21,917 : INFO : EPOCH 3 - PROGRESS: at 41.75% examples, 224208 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:22,989 : INFO : EPOCH 3 - PROGRESS: at 41.86% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:24,075 : INFO : EPOCH 3 - PROGRESS: at 41.99% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:25,114 : INFO : EPOCH 3 - PROGRESS: at 42.12% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:26,119 : INFO : EPOCH 3 - PROGRESS: at 42.26% examples, 224231 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:27,130 : INFO : EPOCH 3 - PROGRESS: at 42.38% examples, 224219 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:28,186 : INFO : EPOCH 3 - PROGRESS: at 42.50% examples, 224200 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:29,186 : INFO : EPOCH 3 - PROGRESS: at 42.64% examples, 224223 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:30,214 : INFO : EPOCH 3 - PROGRESS: at 42.76% examples, 224227 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:31,237 : INFO : EPOCH 3 - PROGRESS: at 42.87% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:32,308 : INFO : EPOCH 3 - PROGRESS: at 43.01% examples, 224202 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:33,310 : INFO : EPOCH 3 - PROGRESS: at 43.11% examples, 224212 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:34,318 : INFO : EPOCH 3 - PROGRESS: at 43.23% examples, 224225 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:35,322 : INFO : EPOCH 3 - PROGRESS: at 43.35% examples, 224238 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:36,370 : INFO : EPOCH 3 - PROGRESS: at 43.48% examples, 224211 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:37,404 : INFO : EPOCH 3 - PROGRESS: at 43.61% examples, 224233 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:38,435 : INFO : EPOCH 3 - PROGRESS: at 43.72% examples, 224228 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:39,442 : INFO : EPOCH 3 - PROGRESS: at 43.85% examples, 224229 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:40,524 : INFO : EPOCH 3 - PROGRESS: at 43.98% examples, 224212 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:41,572 : INFO : EPOCH 3 - PROGRESS: at 44.09% examples, 224217 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:42,578 : INFO : EPOCH 3 - PROGRESS: at 44.22% examples, 224212 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:43,589 : INFO : EPOCH 3 - PROGRESS: at 44.36% examples, 224214 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:44,641 : INFO : EPOCH 3 - PROGRESS: at 44.47% examples, 224217 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:45,660 : INFO : EPOCH 3 - PROGRESS: at 44.61% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:46,695 : INFO : EPOCH 3 - PROGRESS: at 44.73% examples, 224244 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:47,734 : INFO : EPOCH 3 - PROGRESS: at 44.87% examples, 224227 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:48,743 : INFO : EPOCH 3 - PROGRESS: at 45.00% examples, 224254 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:49,751 : INFO : EPOCH 3 - PROGRESS: at 45.12% examples, 224250 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:50,763 : INFO : EPOCH 3 - PROGRESS: at 45.24% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:51,766 : INFO : EPOCH 3 - PROGRESS: at 45.36% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:52,802 : INFO : EPOCH 3 - PROGRESS: at 45.49% examples, 224239 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:53,846 : INFO : EPOCH 3 - PROGRESS: at 45.60% examples, 224249 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:54,849 : INFO : EPOCH 3 - PROGRESS: at 45.72% examples, 224273 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:55,921 : INFO : EPOCH 3 - PROGRESS: at 45.83% examples, 224243 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:56,936 : INFO : EPOCH 3 - PROGRESS: at 45.97% examples, 224268 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:57,944 : INFO : EPOCH 3 - PROGRESS: at 46.08% examples, 224255 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:57:59,007 : INFO : EPOCH 3 - PROGRESS: at 46.20% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:00,031 : INFO : EPOCH 3 - PROGRESS: at 46.31% examples, 224272 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:01,067 : INFO : EPOCH 3 - PROGRESS: at 46.43% examples, 224264 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:02,074 : INFO : EPOCH 3 - PROGRESS: at 46.57% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:03,079 : INFO : EPOCH 3 - PROGRESS: at 46.69% examples, 224274 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:04,082 : INFO : EPOCH 3 - PROGRESS: at 46.80% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:05,118 : INFO : EPOCH 3 - PROGRESS: at 46.91% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:06,133 : INFO : EPOCH 3 - PROGRESS: at 47.02% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:07,137 : INFO : EPOCH 3 - PROGRESS: at 47.14% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:08,147 : INFO : EPOCH 3 - PROGRESS: at 47.26% examples, 224272 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:09,181 : INFO : EPOCH 3 - PROGRESS: at 47.38% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:10,187 : INFO : EPOCH 3 - PROGRESS: at 47.51% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:11,234 : INFO : EPOCH 3 - PROGRESS: at 47.63% examples, 224270 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:12,263 : INFO : EPOCH 3 - PROGRESS: at 47.78% examples, 224280 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:13,285 : INFO : EPOCH 3 - PROGRESS: at 47.92% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:14,289 : INFO : EPOCH 3 - PROGRESS: at 48.03% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:15,313 : INFO : EPOCH 3 - PROGRESS: at 48.15% examples, 224266 words/s, in_qsize 6, out_qsize 1
2020-07-16 13:58:16,336 : INFO : EPOCH 3 - PROGRESS: at 48.28% examples, 224280 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:17,357 : INFO : EPOCH 3 - PROGRESS: at 48.44% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:18,391 : INFO : EPOCH 3 - PROGRESS: at 48.56% examples, 224286 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:19,399 : INFO : EPOCH 3 - PROGRESS: at 48.69% examples, 224281 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:20,404 : INFO : EPOCH 3 - PROGRESS: at 48.80% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:21,434 : INFO : EPOCH 3 - PROGRESS: at 48.91% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:22,474 : INFO : EPOCH 3 - PROGRESS: at 49.05% examples, 224288 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:23,478 : INFO : EPOCH 3 - PROGRESS: at 49.18% examples, 224311 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:24,523 : INFO : EPOCH 3 - PROGRESS: at 49.30% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:25,563 : INFO : EPOCH 3 - PROGRESS: at 49.43% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:26,567 : INFO : EPOCH 3 - PROGRESS: at 49.55% examples, 224298 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:27,588 : INFO : EPOCH 3 - PROGRESS: at 49.67% examples, 224296 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:28,612 : INFO : EPOCH 3 - PROGRESS: at 49.79% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:29,633 : INFO : EPOCH 3 - PROGRESS: at 49.91% examples, 224299 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:30,680 : INFO : EPOCH 3 - PROGRESS: at 50.04% examples, 224281 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:31,709 : INFO : EPOCH 3 - PROGRESS: at 50.16% examples, 224293 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:32,723 : INFO : EPOCH 3 - PROGRESS: at 50.27% examples, 224290 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:33,728 : INFO : EPOCH 3 - PROGRESS: at 50.39% examples, 224295 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:34,728 : INFO : EPOCH 3 - PROGRESS: at 50.51% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:35,753 : INFO : EPOCH 3 - PROGRESS: at 50.63% examples, 224299 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:36,781 : INFO : EPOCH 3 - PROGRESS: at 50.77% examples, 224300 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:37,809 : INFO : EPOCH 3 - PROGRESS: at 50.91% examples, 224300 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:38,852 : INFO : EPOCH 3 - PROGRESS: at 51.03% examples, 224288 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:39,885 : INFO : EPOCH 3 - PROGRESS: at 51.14% examples, 224295 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:40,941 : INFO : EPOCH 3 - PROGRESS: at 51.28% examples, 224290 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:41,989 : INFO : EPOCH 3 - PROGRESS: at 51.41% examples, 224302 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:43,052 : INFO : EPOCH 3 - PROGRESS: at 51.55% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:44,068 : INFO : EPOCH 3 - PROGRESS: at 51.69% examples, 224293 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:45,108 : INFO : EPOCH 3 - PROGRESS: at 51.80% examples, 224308 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:46,110 : INFO : EPOCH 3 - PROGRESS: at 51.92% examples, 224313 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:47,110 : INFO : EPOCH 3 - PROGRESS: at 52.04% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:48,134 : INFO : EPOCH 3 - PROGRESS: at 52.16% examples, 224304 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:49,166 : INFO : EPOCH 3 - PROGRESS: at 52.29% examples, 224307 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:50,200 : INFO : EPOCH 3 - PROGRESS: at 52.41% examples, 224299 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:51,260 : INFO : EPOCH 3 - PROGRESS: at 52.53% examples, 224293 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:52,295 : INFO : EPOCH 3 - PROGRESS: at 52.65% examples, 224310 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:53,331 : INFO : EPOCH 3 - PROGRESS: at 52.78% examples, 224307 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:54,331 : INFO : EPOCH 3 - PROGRESS: at 52.91% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:55,351 : INFO : EPOCH 3 - PROGRESS: at 53.03% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:56,359 : INFO : EPOCH 3 - PROGRESS: at 53.15% examples, 224326 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:57,404 : INFO : EPOCH 3 - PROGRESS: at 53.25% examples, 224310 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:58,408 : INFO : EPOCH 3 - PROGRESS: at 53.37% examples, 224324 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:58:59,439 : INFO : EPOCH 3 - PROGRESS: at 53.52% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:00,456 : INFO : EPOCH 3 - PROGRESS: at 53.63% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:01,458 : INFO : EPOCH 3 - PROGRESS: at 53.74% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:02,463 : INFO : EPOCH 3 - PROGRESS: at 53.86% examples, 224324 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:03,500 : INFO : EPOCH 3 - PROGRESS: at 53.99% examples, 224323 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:04,543 : INFO : EPOCH 3 - PROGRESS: at 54.12% examples, 224316 words/s, in_qsize 6, out_qsize 1
2020-07-16 13:59:05,544 : INFO : EPOCH 3 - PROGRESS: at 54.20% examples, 224327 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:06,647 : INFO : EPOCH 3 - PROGRESS: at 54.33% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:07,670 : INFO : EPOCH 3 - PROGRESS: at 54.46% examples, 224336 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:08,697 : INFO : EPOCH 3 - PROGRESS: at 54.57% examples, 224327 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:09,713 : INFO : EPOCH 3 - PROGRESS: at 54.69% examples, 224345 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:10,751 : INFO : EPOCH 3 - PROGRESS: at 54.80% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:11,757 : INFO : EPOCH 3 - PROGRESS: at 54.92% examples, 224343 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:12,805 : INFO : EPOCH 3 - PROGRESS: at 55.05% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:13,841 : INFO : EPOCH 3 - PROGRESS: at 55.19% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:14,842 : INFO : EPOCH 3 - PROGRESS: at 55.32% examples, 224336 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:15,845 : INFO : EPOCH 3 - PROGRESS: at 55.44% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:16,892 : INFO : EPOCH 3 - PROGRESS: at 55.55% examples, 224319 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:17,925 : INFO : EPOCH 3 - PROGRESS: at 55.66% examples, 224330 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:18,953 : INFO : EPOCH 3 - PROGRESS: at 55.79% examples, 224346 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:19,961 : INFO : EPOCH 3 - PROGRESS: at 55.90% examples, 224343 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:21,012 : INFO : EPOCH 3 - PROGRESS: at 56.04% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:22,051 : INFO : EPOCH 3 - PROGRESS: at 56.17% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:23,061 : INFO : EPOCH 3 - PROGRESS: at 56.29% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:24,074 : INFO : EPOCH 3 - PROGRESS: at 56.40% examples, 224347 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:25,158 : INFO : EPOCH 3 - PROGRESS: at 56.52% examples, 224336 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:26,188 : INFO : EPOCH 3 - PROGRESS: at 56.65% examples, 224343 words/s, in_qsize 6, out_qsize 1
2020-07-16 13:59:27,233 : INFO : EPOCH 3 - PROGRESS: at 56.78% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:28,292 : INFO : EPOCH 3 - PROGRESS: at 56.90% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:29,317 : INFO : EPOCH 3 - PROGRESS: at 57.03% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:30,365 : INFO : EPOCH 3 - PROGRESS: at 57.15% examples, 224345 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:31,433 : INFO : EPOCH 3 - PROGRESS: at 57.28% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:32,463 : INFO : EPOCH 3 - PROGRESS: at 57.40% examples, 224353 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:33,471 : INFO : EPOCH 3 - PROGRESS: at 57.52% examples, 224344 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:34,495 : INFO : EPOCH 3 - PROGRESS: at 57.65% examples, 224356 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:35,524 : INFO : EPOCH 3 - PROGRESS: at 57.78% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:36,546 : INFO : EPOCH 3 - PROGRESS: at 57.89% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:37,551 : INFO : EPOCH 3 - PROGRESS: at 58.01% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:38,571 : INFO : EPOCH 3 - PROGRESS: at 58.13% examples, 224350 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:39,573 : INFO : EPOCH 3 - PROGRESS: at 58.27% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:40,610 : INFO : EPOCH 3 - PROGRESS: at 58.40% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:41,665 : INFO : EPOCH 3 - PROGRESS: at 58.52% examples, 224347 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:42,684 : INFO : EPOCH 3 - PROGRESS: at 58.64% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:43,732 : INFO : EPOCH 3 - PROGRESS: at 58.77% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:44,733 : INFO : EPOCH 3 - PROGRESS: at 58.90% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:45,828 : INFO : EPOCH 3 - PROGRESS: at 59.04% examples, 224350 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:46,852 : INFO : EPOCH 3 - PROGRESS: at 59.17% examples, 224350 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:47,901 : INFO : EPOCH 3 - PROGRESS: at 59.30% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:48,913 : INFO : EPOCH 3 - PROGRESS: at 59.43% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:49,920 : INFO : EPOCH 3 - PROGRESS: at 59.56% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:50,952 : INFO : EPOCH 3 - PROGRESS: at 59.70% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:51,959 : INFO : EPOCH 3 - PROGRESS: at 59.82% examples, 224381 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:53,016 : INFO : EPOCH 3 - PROGRESS: at 59.95% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:54,088 : INFO : EPOCH 3 - PROGRESS: at 60.07% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:55,108 : INFO : EPOCH 3 - PROGRESS: at 60.21% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:56,153 : INFO : EPOCH 3 - PROGRESS: at 60.33% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:57,166 : INFO : EPOCH 3 - PROGRESS: at 60.46% examples, 224368 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:58,167 : INFO : EPOCH 3 - PROGRESS: at 60.58% examples, 224368 words/s, in_qsize 7, out_qsize 0
2020-07-16 13:59:59,190 : INFO : EPOCH 3 - PROGRESS: at 60.70% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:00,204 : INFO : EPOCH 3 - PROGRESS: at 60.83% examples, 224368 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:01,226 : INFO : EPOCH 3 - PROGRESS: at 60.95% examples, 224380 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:02,238 : INFO : EPOCH 3 - PROGRESS: at 61.08% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:03,271 : INFO : EPOCH 3 - PROGRESS: at 61.20% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:04,288 : INFO : EPOCH 3 - PROGRESS: at 61.33% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:05,306 : INFO : EPOCH 3 - PROGRESS: at 61.46% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:06,321 : INFO : EPOCH 3 - PROGRESS: at 61.60% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:07,362 : INFO : EPOCH 3 - PROGRESS: at 61.70% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:08,408 : INFO : EPOCH 3 - PROGRESS: at 61.82% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:09,454 : INFO : EPOCH 3 - PROGRESS: at 61.95% examples, 224368 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:10,463 : INFO : EPOCH 3 - PROGRESS: at 62.07% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:11,480 : INFO : EPOCH 3 - PROGRESS: at 62.19% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:12,483 : INFO : EPOCH 3 - PROGRESS: at 62.32% examples, 224374 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:13,484 : INFO : EPOCH 3 - PROGRESS: at 62.43% examples, 224385 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:14,502 : INFO : EPOCH 3 - PROGRESS: at 62.58% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:15,549 : INFO : EPOCH 3 - PROGRESS: at 62.68% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:16,550 : INFO : EPOCH 3 - PROGRESS: at 62.79% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:17,579 : INFO : EPOCH 3 - PROGRESS: at 62.91% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:18,590 : INFO : EPOCH 3 - PROGRESS: at 63.02% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:19,632 : INFO : EPOCH 3 - PROGRESS: at 63.15% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:20,651 : INFO : EPOCH 3 - PROGRESS: at 63.27% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:21,672 : INFO : EPOCH 3 - PROGRESS: at 63.39% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:22,703 : INFO : EPOCH 3 - PROGRESS: at 63.50% examples, 224393 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:23,709 : INFO : EPOCH 3 - PROGRESS: at 63.62% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:24,715 : INFO : EPOCH 3 - PROGRESS: at 63.75% examples, 224379 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:25,801 : INFO : EPOCH 3 - PROGRESS: at 63.88% examples, 224367 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:26,857 : INFO : EPOCH 3 - PROGRESS: at 64.02% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:27,923 : INFO : EPOCH 3 - PROGRESS: at 64.14% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:28,936 : INFO : EPOCH 3 - PROGRESS: at 64.27% examples, 224380 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:29,968 : INFO : EPOCH 3 - PROGRESS: at 64.40% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:30,978 : INFO : EPOCH 3 - PROGRESS: at 64.53% examples, 224385 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:31,994 : INFO : EPOCH 3 - PROGRESS: at 64.66% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:33,037 : INFO : EPOCH 3 - PROGRESS: at 64.78% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:34,065 : INFO : EPOCH 3 - PROGRESS: at 64.91% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:35,075 : INFO : EPOCH 3 - PROGRESS: at 65.05% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:36,082 : INFO : EPOCH 3 - PROGRESS: at 65.17% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:37,089 : INFO : EPOCH 3 - PROGRESS: at 65.29% examples, 224396 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:38,104 : INFO : EPOCH 3 - PROGRESS: at 65.42% examples, 224398 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:39,107 : INFO : EPOCH 3 - PROGRESS: at 65.55% examples, 224398 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:40,141 : INFO : EPOCH 3 - PROGRESS: at 65.68% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:41,163 : INFO : EPOCH 3 - PROGRESS: at 65.81% examples, 224391 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:42,191 : INFO : EPOCH 3 - PROGRESS: at 65.92% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:43,194 : INFO : EPOCH 3 - PROGRESS: at 66.05% examples, 224394 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:44,248 : INFO : EPOCH 3 - PROGRESS: at 66.16% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:45,267 : INFO : EPOCH 3 - PROGRESS: at 66.29% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:46,309 : INFO : EPOCH 3 - PROGRESS: at 66.42% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:47,323 : INFO : EPOCH 3 - PROGRESS: at 66.52% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:48,359 : INFO : EPOCH 3 - PROGRESS: at 66.68% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:49,417 : INFO : EPOCH 3 - PROGRESS: at 66.80% examples, 224391 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:50,432 : INFO : EPOCH 3 - PROGRESS: at 66.95% examples, 224410 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:51,535 : INFO : EPOCH 3 - PROGRESS: at 67.06% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:52,570 : INFO : EPOCH 3 - PROGRESS: at 67.20% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:53,606 : INFO : EPOCH 3 - PROGRESS: at 67.33% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:54,624 : INFO : EPOCH 3 - PROGRESS: at 67.46% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:55,634 : INFO : EPOCH 3 - PROGRESS: at 67.59% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:56,635 : INFO : EPOCH 3 - PROGRESS: at 67.72% examples, 224413 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:57,648 : INFO : EPOCH 3 - PROGRESS: at 67.84% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:58,652 : INFO : EPOCH 3 - PROGRESS: at 67.97% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:00:59,676 : INFO : EPOCH 3 - PROGRESS: at 68.11% examples, 224410 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:00,688 : INFO : EPOCH 3 - PROGRESS: at 68.22% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:01,784 : INFO : EPOCH 3 - PROGRESS: at 68.37% examples, 224390 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:02,787 : INFO : EPOCH 3 - PROGRESS: at 68.49% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:03,811 : INFO : EPOCH 3 - PROGRESS: at 68.62% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:04,868 : INFO : EPOCH 3 - PROGRESS: at 68.74% examples, 224406 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:05,919 : INFO : EPOCH 3 - PROGRESS: at 68.86% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:06,932 : INFO : EPOCH 3 - PROGRESS: at 68.97% examples, 224406 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:07,940 : INFO : EPOCH 3 - PROGRESS: at 69.08% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:08,965 : INFO : EPOCH 3 - PROGRESS: at 69.21% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:09,990 : INFO : EPOCH 3 - PROGRESS: at 69.35% examples, 224413 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:10,990 : INFO : EPOCH 3 - PROGRESS: at 69.47% examples, 224406 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:12,000 : INFO : EPOCH 3 - PROGRESS: at 69.60% examples, 224422 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:13,035 : INFO : EPOCH 3 - PROGRESS: at 69.73% examples, 224410 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:14,064 : INFO : EPOCH 3 - PROGRESS: at 69.86% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:15,075 : INFO : EPOCH 3 - PROGRESS: at 69.99% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:16,137 : INFO : EPOCH 3 - PROGRESS: at 70.12% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:17,148 : INFO : EPOCH 3 - PROGRESS: at 70.25% examples, 224412 words/s, in_qsize 6, out_qsize 1
2020-07-16 14:01:18,164 : INFO : EPOCH 3 - PROGRESS: at 70.37% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:19,170 : INFO : EPOCH 3 - PROGRESS: at 70.50% examples, 224416 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:20,183 : INFO : EPOCH 3 - PROGRESS: at 70.62% examples, 224417 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:21,226 : INFO : EPOCH 3 - PROGRESS: at 70.74% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:22,253 : INFO : EPOCH 3 - PROGRESS: at 70.86% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:23,298 : INFO : EPOCH 3 - PROGRESS: at 70.97% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:24,306 : INFO : EPOCH 3 - PROGRESS: at 71.11% examples, 224419 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:25,312 : INFO : EPOCH 3 - PROGRESS: at 71.22% examples, 224419 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:26,336 : INFO : EPOCH 3 - PROGRESS: at 71.37% examples, 224423 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:27,427 : INFO : EPOCH 3 - PROGRESS: at 71.50% examples, 224406 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:28,432 : INFO : EPOCH 3 - PROGRESS: at 71.62% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:29,473 : INFO : EPOCH 3 - PROGRESS: at 71.75% examples, 224426 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:30,492 : INFO : EPOCH 3 - PROGRESS: at 71.87% examples, 224421 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:31,498 : INFO : EPOCH 3 - PROGRESS: at 72.00% examples, 224429 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:32,509 : INFO : EPOCH 3 - PROGRESS: at 72.12% examples, 224420 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:33,524 : INFO : EPOCH 3 - PROGRESS: at 72.22% examples, 224428 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:34,546 : INFO : EPOCH 3 - PROGRESS: at 72.35% examples, 224427 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:35,551 : INFO : EPOCH 3 - PROGRESS: at 72.47% examples, 224431 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:36,554 : INFO : EPOCH 3 - PROGRESS: at 72.59% examples, 224422 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:37,620 : INFO : EPOCH 3 - PROGRESS: at 72.72% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:38,647 : INFO : EPOCH 3 - PROGRESS: at 72.84% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:39,648 : INFO : EPOCH 3 - PROGRESS: at 72.95% examples, 224385 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:40,713 : INFO : EPOCH 3 - PROGRESS: at 73.07% examples, 224349 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:41,732 : INFO : EPOCH 3 - PROGRESS: at 73.18% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:42,743 : INFO : EPOCH 3 - PROGRESS: at 73.31% examples, 224297 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:43,744 : INFO : EPOCH 3 - PROGRESS: at 73.42% examples, 224281 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:44,778 : INFO : EPOCH 3 - PROGRESS: at 73.54% examples, 224288 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:45,794 : INFO : EPOCH 3 - PROGRESS: at 73.66% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:46,851 : INFO : EPOCH 3 - PROGRESS: at 73.78% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:47,860 : INFO : EPOCH 3 - PROGRESS: at 73.91% examples, 224303 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:48,866 : INFO : EPOCH 3 - PROGRESS: at 74.03% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:49,872 : INFO : EPOCH 3 - PROGRESS: at 74.17% examples, 224300 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:50,892 : INFO : EPOCH 3 - PROGRESS: at 74.27% examples, 224304 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:51,898 : INFO : EPOCH 3 - PROGRESS: at 74.39% examples, 224309 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:52,908 : INFO : EPOCH 3 - PROGRESS: at 74.49% examples, 224306 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:53,916 : INFO : EPOCH 3 - PROGRESS: at 74.61% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:54,927 : INFO : EPOCH 3 - PROGRESS: at 74.74% examples, 224309 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:55,970 : INFO : EPOCH 3 - PROGRESS: at 74.87% examples, 224296 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:57,020 : INFO : EPOCH 3 - PROGRESS: at 74.99% examples, 224299 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:58,038 : INFO : EPOCH 3 - PROGRESS: at 75.12% examples, 224307 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:01:59,065 : INFO : EPOCH 3 - PROGRESS: at 75.23% examples, 224310 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:00,071 : INFO : EPOCH 3 - PROGRESS: at 75.36% examples, 224302 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:01,168 : INFO : EPOCH 3 - PROGRESS: at 75.49% examples, 224293 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:02,199 : INFO : EPOCH 3 - PROGRESS: at 75.63% examples, 224297 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:03,201 : INFO : EPOCH 3 - PROGRESS: at 75.77% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:04,201 : INFO : EPOCH 3 - PROGRESS: at 75.89% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:05,204 : INFO : EPOCH 3 - PROGRESS: at 76.01% examples, 224314 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:06,267 : INFO : EPOCH 3 - PROGRESS: at 76.12% examples, 224303 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:07,283 : INFO : EPOCH 3 - PROGRESS: at 76.25% examples, 224308 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:08,319 : INFO : EPOCH 3 - PROGRESS: at 76.37% examples, 224310 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:09,369 : INFO : EPOCH 3 - PROGRESS: at 76.48% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:10,393 : INFO : EPOCH 3 - PROGRESS: at 76.60% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:11,416 : INFO : EPOCH 3 - PROGRESS: at 76.73% examples, 224311 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:12,421 : INFO : EPOCH 3 - PROGRESS: at 76.84% examples, 224304 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:13,467 : INFO : EPOCH 3 - PROGRESS: at 76.96% examples, 224307 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:14,539 : INFO : EPOCH 3 - PROGRESS: at 77.10% examples, 224309 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:15,563 : INFO : EPOCH 3 - PROGRESS: at 77.23% examples, 224317 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:16,612 : INFO : EPOCH 3 - PROGRESS: at 77.34% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:17,627 : INFO : EPOCH 3 - PROGRESS: at 77.46% examples, 224324 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:18,665 : INFO : EPOCH 3 - PROGRESS: at 77.56% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:19,774 : INFO : EPOCH 3 - PROGRESS: at 77.71% examples, 224307 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:20,798 : INFO : EPOCH 3 - PROGRESS: at 77.85% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:21,803 : INFO : EPOCH 3 - PROGRESS: at 77.96% examples, 224319 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:22,813 : INFO : EPOCH 3 - PROGRESS: at 78.09% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:23,839 : INFO : EPOCH 3 - PROGRESS: at 78.21% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:24,867 : INFO : EPOCH 3 - PROGRESS: at 78.32% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:25,872 : INFO : EPOCH 3 - PROGRESS: at 78.44% examples, 224314 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:26,914 : INFO : EPOCH 3 - PROGRESS: at 78.57% examples, 224324 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:27,974 : INFO : EPOCH 3 - PROGRESS: at 78.69% examples, 224310 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:28,976 : INFO : EPOCH 3 - PROGRESS: at 78.82% examples, 224323 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:30,013 : INFO : EPOCH 3 - PROGRESS: at 78.95% examples, 224317 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:31,042 : INFO : EPOCH 3 - PROGRESS: at 79.07% examples, 224319 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:32,052 : INFO : EPOCH 3 - PROGRESS: at 79.20% examples, 224319 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:33,099 : INFO : EPOCH 3 - PROGRESS: at 79.32% examples, 224319 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:34,125 : INFO : EPOCH 3 - PROGRESS: at 79.46% examples, 224323 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:35,144 : INFO : EPOCH 3 - PROGRESS: at 79.59% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:36,186 : INFO : EPOCH 3 - PROGRESS: at 79.72% examples, 224319 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:37,204 : INFO : EPOCH 3 - PROGRESS: at 79.82% examples, 224327 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:38,230 : INFO : EPOCH 3 - PROGRESS: at 79.94% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:39,274 : INFO : EPOCH 3 - PROGRESS: at 80.07% examples, 224332 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:40,319 : INFO : EPOCH 3 - PROGRESS: at 80.20% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:41,360 : INFO : EPOCH 3 - PROGRESS: at 80.33% examples, 224320 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:42,375 : INFO : EPOCH 3 - PROGRESS: at 80.44% examples, 224326 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:43,381 : INFO : EPOCH 3 - PROGRESS: at 80.56% examples, 224320 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:44,428 : INFO : EPOCH 3 - PROGRESS: at 80.67% examples, 224331 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:45,496 : INFO : EPOCH 3 - PROGRESS: at 80.79% examples, 224327 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:46,516 : INFO : EPOCH 3 - PROGRESS: at 80.91% examples, 224332 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:47,570 : INFO : EPOCH 3 - PROGRESS: at 81.04% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:48,579 : INFO : EPOCH 3 - PROGRESS: at 81.15% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:49,598 : INFO : EPOCH 3 - PROGRESS: at 81.27% examples, 224340 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:50,603 : INFO : EPOCH 3 - PROGRESS: at 81.40% examples, 224344 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:51,642 : INFO : EPOCH 3 - PROGRESS: at 81.50% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:52,652 : INFO : EPOCH 3 - PROGRESS: at 81.61% examples, 224339 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:53,677 : INFO : EPOCH 3 - PROGRESS: at 81.74% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:54,685 : INFO : EPOCH 3 - PROGRESS: at 81.84% examples, 224343 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:55,712 : INFO : EPOCH 3 - PROGRESS: at 81.97% examples, 224346 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:56,735 : INFO : EPOCH 3 - PROGRESS: at 82.09% examples, 224339 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:57,761 : INFO : EPOCH 3 - PROGRESS: at 82.23% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:58,774 : INFO : EPOCH 3 - PROGRESS: at 82.35% examples, 224349 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:02:59,800 : INFO : EPOCH 3 - PROGRESS: at 82.48% examples, 224345 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:00,808 : INFO : EPOCH 3 - PROGRESS: at 82.61% examples, 224355 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:01,858 : INFO : EPOCH 3 - PROGRESS: at 82.72% examples, 224340 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:02,925 : INFO : EPOCH 3 - PROGRESS: at 82.85% examples, 224338 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:03,983 : INFO : EPOCH 3 - PROGRESS: at 82.97% examples, 224346 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:04,983 : INFO : EPOCH 3 - PROGRESS: at 83.07% examples, 224345 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:05,996 : INFO : EPOCH 3 - PROGRESS: at 83.19% examples, 224346 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:07,027 : INFO : EPOCH 3 - PROGRESS: at 83.34% examples, 224347 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:08,046 : INFO : EPOCH 3 - PROGRESS: at 83.46% examples, 224354 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:09,080 : INFO : EPOCH 3 - PROGRESS: at 83.58% examples, 224347 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:10,114 : INFO : EPOCH 3 - PROGRESS: at 83.71% examples, 224347 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:11,175 : INFO : EPOCH 3 - PROGRESS: at 83.84% examples, 224349 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:12,208 : INFO : EPOCH 3 - PROGRESS: at 83.98% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:13,231 : INFO : EPOCH 3 - PROGRESS: at 84.11% examples, 224349 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:14,239 : INFO : EPOCH 3 - PROGRESS: at 84.24% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:15,240 : INFO : EPOCH 3 - PROGRESS: at 84.36% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:16,246 : INFO : EPOCH 3 - PROGRESS: at 84.47% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:17,282 : INFO : EPOCH 3 - PROGRESS: at 84.59% examples, 224351 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:18,297 : INFO : EPOCH 3 - PROGRESS: at 84.71% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:19,321 : INFO : EPOCH 3 - PROGRESS: at 84.82% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:20,325 : INFO : EPOCH 3 - PROGRESS: at 84.93% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:21,364 : INFO : EPOCH 3 - PROGRESS: at 85.05% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:22,403 : INFO : EPOCH 3 - PROGRESS: at 85.15% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:23,415 : INFO : EPOCH 3 - PROGRESS: at 85.28% examples, 224367 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:24,436 : INFO : EPOCH 3 - PROGRESS: at 85.40% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:25,452 : INFO : EPOCH 3 - PROGRESS: at 85.50% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:26,495 : INFO : EPOCH 3 - PROGRESS: at 85.62% examples, 224355 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:27,534 : INFO : EPOCH 3 - PROGRESS: at 85.75% examples, 224355 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:28,566 : INFO : EPOCH 3 - PROGRESS: at 85.86% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:29,582 : INFO : EPOCH 3 - PROGRESS: at 85.98% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:30,613 : INFO : EPOCH 3 - PROGRESS: at 86.12% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:31,616 : INFO : EPOCH 3 - PROGRESS: at 86.24% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:32,691 : INFO : EPOCH 3 - PROGRESS: at 86.35% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:33,701 : INFO : EPOCH 3 - PROGRESS: at 86.48% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:34,754 : INFO : EPOCH 3 - PROGRESS: at 86.62% examples, 224369 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:35,758 : INFO : EPOCH 3 - PROGRESS: at 86.75% examples, 224369 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:36,780 : INFO : EPOCH 3 - PROGRESS: at 86.87% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:37,821 : INFO : EPOCH 3 - PROGRESS: at 86.99% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:38,837 : INFO : EPOCH 3 - PROGRESS: at 87.12% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:39,852 : INFO : EPOCH 3 - PROGRESS: at 87.25% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:40,902 : INFO : EPOCH 3 - PROGRESS: at 87.38% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:41,944 : INFO : EPOCH 3 - PROGRESS: at 87.51% examples, 224370 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:42,945 : INFO : EPOCH 3 - PROGRESS: at 87.63% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:43,977 : INFO : EPOCH 3 - PROGRESS: at 87.77% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:45,053 : INFO : EPOCH 3 - PROGRESS: at 87.90% examples, 224370 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:46,114 : INFO : EPOCH 3 - PROGRESS: at 88.00% examples, 224372 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:47,158 : INFO : EPOCH 3 - PROGRESS: at 88.13% examples, 224378 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:48,172 : INFO : EPOCH 3 - PROGRESS: at 88.27% examples, 224381 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:49,204 : INFO : EPOCH 3 - PROGRESS: at 88.39% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:50,282 : INFO : EPOCH 3 - PROGRESS: at 88.53% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:51,347 : INFO : EPOCH 3 - PROGRESS: at 88.66% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:52,373 : INFO : EPOCH 3 - PROGRESS: at 88.78% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:53,386 : INFO : EPOCH 3 - PROGRESS: at 88.93% examples, 224391 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:54,436 : INFO : EPOCH 3 - PROGRESS: at 89.03% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:55,468 : INFO : EPOCH 3 - PROGRESS: at 89.15% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:56,498 : INFO : EPOCH 3 - PROGRESS: at 89.30% examples, 224390 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:57,513 : INFO : EPOCH 3 - PROGRESS: at 89.43% examples, 224391 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:58,518 : INFO : EPOCH 3 - PROGRESS: at 89.53% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:03:59,519 : INFO : EPOCH 3 - PROGRESS: at 89.65% examples, 224389 words/s, in_qsize 8, out_qsize 0
2020-07-16 14:04:00,526 : INFO : EPOCH 3 - PROGRESS: at 89.78% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:01,558 : INFO : EPOCH 3 - PROGRESS: at 89.90% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:02,571 : INFO : EPOCH 3 - PROGRESS: at 90.03% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:03,584 : INFO : EPOCH 3 - PROGRESS: at 90.14% examples, 224385 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:04,636 : INFO : EPOCH 3 - PROGRESS: at 90.26% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:05,644 : INFO : EPOCH 3 - PROGRESS: at 90.37% examples, 224385 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:06,652 : INFO : EPOCH 3 - PROGRESS: at 90.50% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:07,669 : INFO : EPOCH 3 - PROGRESS: at 90.64% examples, 224391 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:08,696 : INFO : EPOCH 3 - PROGRESS: at 90.75% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:09,706 : INFO : EPOCH 3 - PROGRESS: at 90.86% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:10,730 : INFO : EPOCH 3 - PROGRESS: at 90.98% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:11,735 : INFO : EPOCH 3 - PROGRESS: at 91.09% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:12,751 : INFO : EPOCH 3 - PROGRESS: at 91.20% examples, 224390 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:13,810 : INFO : EPOCH 3 - PROGRESS: at 91.33% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:14,822 : INFO : EPOCH 3 - PROGRESS: at 91.45% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:15,827 : INFO : EPOCH 3 - PROGRESS: at 91.59% examples, 224390 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:16,835 : INFO : EPOCH 3 - PROGRESS: at 91.72% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:17,860 : INFO : EPOCH 3 - PROGRESS: at 91.83% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:18,885 : INFO : EPOCH 3 - PROGRESS: at 91.95% examples, 224391 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:19,912 : INFO : EPOCH 3 - PROGRESS: at 92.08% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:20,928 : INFO : EPOCH 3 - PROGRESS: at 92.19% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:21,933 : INFO : EPOCH 3 - PROGRESS: at 92.32% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:22,960 : INFO : EPOCH 3 - PROGRESS: at 92.45% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:23,960 : INFO : EPOCH 3 - PROGRESS: at 92.58% examples, 224394 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:24,967 : INFO : EPOCH 3 - PROGRESS: at 92.71% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:25,969 : INFO : EPOCH 3 - PROGRESS: at 92.83% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:26,997 : INFO : EPOCH 3 - PROGRESS: at 92.95% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:28,035 : INFO : EPOCH 3 - PROGRESS: at 93.08% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:29,062 : INFO : EPOCH 3 - PROGRESS: at 93.19% examples, 224398 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:30,092 : INFO : EPOCH 3 - PROGRESS: at 93.31% examples, 224394 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:31,113 : INFO : EPOCH 3 - PROGRESS: at 93.43% examples, 224406 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:32,121 : INFO : EPOCH 3 - PROGRESS: at 93.57% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:33,153 : INFO : EPOCH 3 - PROGRESS: at 93.68% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:34,157 : INFO : EPOCH 3 - PROGRESS: at 93.80% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:35,192 : INFO : EPOCH 3 - PROGRESS: at 93.91% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:36,268 : INFO : EPOCH 3 - PROGRESS: at 94.05% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:37,321 : INFO : EPOCH 3 - PROGRESS: at 94.16% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:38,329 : INFO : EPOCH 3 - PROGRESS: at 94.28% examples, 224415 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:39,334 : INFO : EPOCH 3 - PROGRESS: at 94.40% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:40,349 : INFO : EPOCH 3 - PROGRESS: at 94.52% examples, 224414 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:41,374 : INFO : EPOCH 3 - PROGRESS: at 94.61% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:42,383 : INFO : EPOCH 3 - PROGRESS: at 94.75% examples, 224411 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:43,408 : INFO : EPOCH 3 - PROGRESS: at 94.87% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:44,409 : INFO : EPOCH 3 - PROGRESS: at 94.99% examples, 224410 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:45,480 : INFO : EPOCH 3 - PROGRESS: at 95.12% examples, 224408 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:46,499 : INFO : EPOCH 3 - PROGRESS: at 95.26% examples, 224416 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:47,527 : INFO : EPOCH 3 - PROGRESS: at 95.35% examples, 224406 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:48,533 : INFO : EPOCH 3 - PROGRESS: at 95.50% examples, 224414 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:49,544 : INFO : EPOCH 3 - PROGRESS: at 95.60% examples, 224411 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:50,567 : INFO : EPOCH 3 - PROGRESS: at 95.72% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:51,619 : INFO : EPOCH 3 - PROGRESS: at 95.85% examples, 224409 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:52,661 : INFO : EPOCH 3 - PROGRESS: at 95.96% examples, 224410 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:53,704 : INFO : EPOCH 3 - PROGRESS: at 96.08% examples, 224413 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:54,719 : INFO : EPOCH 3 - PROGRESS: at 96.19% examples, 224426 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:55,753 : INFO : EPOCH 3 - PROGRESS: at 96.30% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:56,768 : INFO : EPOCH 3 - PROGRESS: at 96.44% examples, 224424 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:57,798 : INFO : EPOCH 3 - PROGRESS: at 96.56% examples, 224417 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:58,816 : INFO : EPOCH 3 - PROGRESS: at 96.70% examples, 224419 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:04:59,850 : INFO : EPOCH 3 - PROGRESS: at 96.84% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:00,946 : INFO : EPOCH 3 - PROGRESS: at 96.99% examples, 224411 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:01,951 : INFO : EPOCH 3 - PROGRESS: at 97.12% examples, 224413 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:02,966 : INFO : EPOCH 3 - PROGRESS: at 97.25% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:04,023 : INFO : EPOCH 3 - PROGRESS: at 97.38% examples, 224408 words/s, in_qsize 6, out_qsize 1
2020-07-16 14:05:05,038 : INFO : EPOCH 3 - PROGRESS: at 97.51% examples, 224416 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:06,041 : INFO : EPOCH 3 - PROGRESS: at 97.62% examples, 224409 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:07,058 : INFO : EPOCH 3 - PROGRESS: at 97.75% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:08,064 : INFO : EPOCH 3 - PROGRESS: at 97.88% examples, 224423 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:09,080 : INFO : EPOCH 3 - PROGRESS: at 97.99% examples, 224423 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:10,127 : INFO : EPOCH 3 - PROGRESS: at 98.13% examples, 224417 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:11,193 : INFO : EPOCH 3 - PROGRESS: at 98.27% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:12,206 : INFO : EPOCH 3 - PROGRESS: at 98.42% examples, 224420 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:13,239 : INFO : EPOCH 3 - PROGRESS: at 98.54% examples, 224419 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:14,295 : INFO : EPOCH 3 - PROGRESS: at 98.64% examples, 224417 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:15,304 : INFO : EPOCH 3 - PROGRESS: at 98.77% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:16,361 : INFO : EPOCH 3 - PROGRESS: at 98.90% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:17,369 : INFO : EPOCH 3 - PROGRESS: at 99.02% examples, 224426 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:18,408 : INFO : EPOCH 3 - PROGRESS: at 99.15% examples, 224422 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:19,447 : INFO : EPOCH 3 - PROGRESS: at 99.27% examples, 224411 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:20,451 : INFO : EPOCH 3 - PROGRESS: at 99.40% examples, 224426 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:21,457 : INFO : EPOCH 3 - PROGRESS: at 99.52% examples, 224421 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:22,470 : INFO : EPOCH 3 - PROGRESS: at 99.62% examples, 224423 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:23,506 : INFO : EPOCH 3 - PROGRESS: at 99.74% examples, 224416 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:24,525 : INFO : EPOCH 3 - PROGRESS: at 99.89% examples, 224414 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:25,388 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 14:05:25,412 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 14:05:25,419 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 14:05:25,432 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 14:05:25,433 : INFO : EPOCH - 3 : training on 246540407 raw words (186688954 effective words) took 831.8s, 224433 effective words/s
2020-07-16 14:05:26,467 : INFO : EPOCH 4 - PROGRESS: at 0.13% examples, 210952 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:27,487 : INFO : EPOCH 4 - PROGRESS: at 0.27% examples, 217007 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:28,581 : INFO : EPOCH 4 - PROGRESS: at 0.40% examples, 217676 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:29,594 : INFO : EPOCH 4 - PROGRESS: at 0.54% examples, 221818 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:30,648 : INFO : EPOCH 4 - PROGRESS: at 0.65% examples, 221838 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:31,681 : INFO : EPOCH 4 - PROGRESS: at 0.78% examples, 222339 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:32,709 : INFO : EPOCH 4 - PROGRESS: at 0.90% examples, 223075 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:33,713 : INFO : EPOCH 4 - PROGRESS: at 1.02% examples, 223032 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:34,724 : INFO : EPOCH 4 - PROGRESS: at 1.13% examples, 223234 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:35,753 : INFO : EPOCH 4 - PROGRESS: at 1.24% examples, 223430 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:36,757 : INFO : EPOCH 4 - PROGRESS: at 1.36% examples, 223819 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:37,773 : INFO : EPOCH 4 - PROGRESS: at 1.49% examples, 223612 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:38,790 : INFO : EPOCH 4 - PROGRESS: at 1.61% examples, 223598 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:39,815 : INFO : EPOCH 4 - PROGRESS: at 1.74% examples, 223614 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:40,847 : INFO : EPOCH 4 - PROGRESS: at 1.87% examples, 223414 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:41,871 : INFO : EPOCH 4 - PROGRESS: at 2.00% examples, 223648 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:42,910 : INFO : EPOCH 4 - PROGRESS: at 2.12% examples, 223784 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:43,991 : INFO : EPOCH 4 - PROGRESS: at 2.23% examples, 223500 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:45,004 : INFO : EPOCH 4 - PROGRESS: at 2.35% examples, 223787 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:46,059 : INFO : EPOCH 4 - PROGRESS: at 2.47% examples, 223864 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:47,095 : INFO : EPOCH 4 - PROGRESS: at 2.60% examples, 224072 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:48,096 : INFO : EPOCH 4 - PROGRESS: at 2.71% examples, 223637 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:49,138 : INFO : EPOCH 4 - PROGRESS: at 2.85% examples, 223845 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:50,163 : INFO : EPOCH 4 - PROGRESS: at 2.97% examples, 223515 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:51,168 : INFO : EPOCH 4 - PROGRESS: at 3.09% examples, 224025 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:52,207 : INFO : EPOCH 4 - PROGRESS: at 3.21% examples, 223947 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:53,209 : INFO : EPOCH 4 - PROGRESS: at 3.32% examples, 224165 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:54,265 : INFO : EPOCH 4 - PROGRESS: at 3.44% examples, 223623 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:55,273 : INFO : EPOCH 4 - PROGRESS: at 3.57% examples, 224092 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:56,285 : INFO : EPOCH 4 - PROGRESS: at 3.70% examples, 223966 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:57,287 : INFO : EPOCH 4 - PROGRESS: at 3.83% examples, 224027 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:58,305 : INFO : EPOCH 4 - PROGRESS: at 3.95% examples, 224112 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:05:59,319 : INFO : EPOCH 4 - PROGRESS: at 4.05% examples, 223902 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:00,345 : INFO : EPOCH 4 - PROGRESS: at 4.17% examples, 224024 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:01,355 : INFO : EPOCH 4 - PROGRESS: at 4.29% examples, 224111 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:02,413 : INFO : EPOCH 4 - PROGRESS: at 4.41% examples, 223919 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:03,417 : INFO : EPOCH 4 - PROGRESS: at 4.53% examples, 223899 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:04,492 : INFO : EPOCH 4 - PROGRESS: at 4.67% examples, 223849 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:05,504 : INFO : EPOCH 4 - PROGRESS: at 4.78% examples, 224048 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:06,542 : INFO : EPOCH 4 - PROGRESS: at 4.91% examples, 223903 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:07,583 : INFO : EPOCH 4 - PROGRESS: at 5.03% examples, 223871 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:08,590 : INFO : EPOCH 4 - PROGRESS: at 5.15% examples, 223704 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:09,609 : INFO : EPOCH 4 - PROGRESS: at 5.26% examples, 223564 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:10,628 : INFO : EPOCH 4 - PROGRESS: at 5.35% examples, 222964 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:11,635 : INFO : EPOCH 4 - PROGRESS: at 5.45% examples, 222310 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:12,641 : INFO : EPOCH 4 - PROGRESS: at 5.58% examples, 222140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:13,666 : INFO : EPOCH 4 - PROGRESS: at 5.71% examples, 222237 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:14,719 : INFO : EPOCH 4 - PROGRESS: at 5.85% examples, 222169 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:15,729 : INFO : EPOCH 4 - PROGRESS: at 5.97% examples, 222358 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:16,755 : INFO : EPOCH 4 - PROGRESS: at 6.09% examples, 222436 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:17,766 : INFO : EPOCH 4 - PROGRESS: at 6.21% examples, 222521 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:18,777 : INFO : EPOCH 4 - PROGRESS: at 6.34% examples, 222517 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:19,840 : INFO : EPOCH 4 - PROGRESS: at 6.45% examples, 222426 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:20,860 : INFO : EPOCH 4 - PROGRESS: at 6.57% examples, 222519 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:21,897 : INFO : EPOCH 4 - PROGRESS: at 6.68% examples, 222506 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:22,932 : INFO : EPOCH 4 - PROGRESS: at 6.80% examples, 222536 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:23,982 : INFO : EPOCH 4 - PROGRESS: at 6.92% examples, 222589 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:25,074 : INFO : EPOCH 4 - PROGRESS: at 7.05% examples, 222569 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:26,094 : INFO : EPOCH 4 - PROGRESS: at 7.20% examples, 222698 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:27,114 : INFO : EPOCH 4 - PROGRESS: at 7.33% examples, 222743 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:28,121 : INFO : EPOCH 4 - PROGRESS: at 7.46% examples, 222805 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:29,171 : INFO : EPOCH 4 - PROGRESS: at 7.59% examples, 222733 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:30,203 : INFO : EPOCH 4 - PROGRESS: at 7.71% examples, 222782 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:31,267 : INFO : EPOCH 4 - PROGRESS: at 7.83% examples, 222722 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:32,282 : INFO : EPOCH 4 - PROGRESS: at 7.95% examples, 222908 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:33,282 : INFO : EPOCH 4 - PROGRESS: at 8.06% examples, 222972 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:34,291 : INFO : EPOCH 4 - PROGRESS: at 8.18% examples, 222994 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:35,329 : INFO : EPOCH 4 - PROGRESS: at 8.30% examples, 222858 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:36,331 : INFO : EPOCH 4 - PROGRESS: at 8.42% examples, 223053 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:37,370 : INFO : EPOCH 4 - PROGRESS: at 8.54% examples, 222977 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:38,396 : INFO : EPOCH 4 - PROGRESS: at 8.67% examples, 222975 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:39,416 : INFO : EPOCH 4 - PROGRESS: at 8.80% examples, 222951 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:40,435 : INFO : EPOCH 4 - PROGRESS: at 8.92% examples, 223086 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:41,454 : INFO : EPOCH 4 - PROGRESS: at 9.03% examples, 223049 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:42,483 : INFO : EPOCH 4 - PROGRESS: at 9.16% examples, 222989 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:43,509 : INFO : EPOCH 4 - PROGRESS: at 9.30% examples, 223060 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:44,549 : INFO : EPOCH 4 - PROGRESS: at 9.42% examples, 223090 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:45,550 : INFO : EPOCH 4 - PROGRESS: at 9.53% examples, 223131 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:46,560 : INFO : EPOCH 4 - PROGRESS: at 9.64% examples, 223161 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:47,597 : INFO : EPOCH 4 - PROGRESS: at 9.75% examples, 223194 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:48,636 : INFO : EPOCH 4 - PROGRESS: at 9.88% examples, 223200 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:49,647 : INFO : EPOCH 4 - PROGRESS: at 10.02% examples, 223237 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:50,679 : INFO : EPOCH 4 - PROGRESS: at 10.15% examples, 223275 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:51,705 : INFO : EPOCH 4 - PROGRESS: at 10.28% examples, 223242 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:52,708 : INFO : EPOCH 4 - PROGRESS: at 10.40% examples, 223309 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:53,755 : INFO : EPOCH 4 - PROGRESS: at 10.52% examples, 223251 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:54,811 : INFO : EPOCH 4 - PROGRESS: at 10.65% examples, 223278 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:55,823 : INFO : EPOCH 4 - PROGRESS: at 10.77% examples, 223277 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:56,834 : INFO : EPOCH 4 - PROGRESS: at 10.90% examples, 223383 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:57,866 : INFO : EPOCH 4 - PROGRESS: at 11.03% examples, 223381 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:58,868 : INFO : EPOCH 4 - PROGRESS: at 11.14% examples, 223381 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:06:59,941 : INFO : EPOCH 4 - PROGRESS: at 11.27% examples, 223372 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:00,949 : INFO : EPOCH 4 - PROGRESS: at 11.39% examples, 223406 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:01,952 : INFO : EPOCH 4 - PROGRESS: at 11.51% examples, 223459 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:02,976 : INFO : EPOCH 4 - PROGRESS: at 11.61% examples, 223428 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:03,998 : INFO : EPOCH 4 - PROGRESS: at 11.74% examples, 223454 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:05,016 : INFO : EPOCH 4 - PROGRESS: at 11.87% examples, 223481 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:06,031 : INFO : EPOCH 4 - PROGRESS: at 12.01% examples, 223506 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:07,040 : INFO : EPOCH 4 - PROGRESS: at 12.14% examples, 223541 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:08,065 : INFO : EPOCH 4 - PROGRESS: at 12.27% examples, 223557 words/s, in_qsize 6, out_qsize 1
2020-07-16 14:07:09,089 : INFO : EPOCH 4 - PROGRESS: at 12.39% examples, 223560 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:10,108 : INFO : EPOCH 4 - PROGRESS: at 12.50% examples, 223517 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:11,112 : INFO : EPOCH 4 - PROGRESS: at 12.61% examples, 223534 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:12,137 : INFO : EPOCH 4 - PROGRESS: at 12.75% examples, 223558 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:13,153 : INFO : EPOCH 4 - PROGRESS: at 12.87% examples, 223519 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:14,176 : INFO : EPOCH 4 - PROGRESS: at 13.01% examples, 223501 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:15,244 : INFO : EPOCH 4 - PROGRESS: at 13.15% examples, 223541 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:16,334 : INFO : EPOCH 4 - PROGRESS: at 13.30% examples, 223541 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:17,378 : INFO : EPOCH 4 - PROGRESS: at 13.42% examples, 223562 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:18,382 : INFO : EPOCH 4 - PROGRESS: at 13.55% examples, 223574 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:19,383 : INFO : EPOCH 4 - PROGRESS: at 13.67% examples, 223557 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:20,424 : INFO : EPOCH 4 - PROGRESS: at 13.79% examples, 223568 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:21,495 : INFO : EPOCH 4 - PROGRESS: at 13.90% examples, 223553 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:22,517 : INFO : EPOCH 4 - PROGRESS: at 14.04% examples, 223595 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:23,541 : INFO : EPOCH 4 - PROGRESS: at 14.17% examples, 223623 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:24,560 : INFO : EPOCH 4 - PROGRESS: at 14.30% examples, 223673 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:25,600 : INFO : EPOCH 4 - PROGRESS: at 14.43% examples, 223612 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:26,636 : INFO : EPOCH 4 - PROGRESS: at 14.56% examples, 223589 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:27,640 : INFO : EPOCH 4 - PROGRESS: at 14.68% examples, 223698 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:28,685 : INFO : EPOCH 4 - PROGRESS: at 14.82% examples, 223658 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:29,693 : INFO : EPOCH 4 - PROGRESS: at 14.94% examples, 223691 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:30,721 : INFO : EPOCH 4 - PROGRESS: at 15.07% examples, 223685 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:31,780 : INFO : EPOCH 4 - PROGRESS: at 15.20% examples, 223636 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:32,797 : INFO : EPOCH 4 - PROGRESS: at 15.33% examples, 223689 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:33,817 : INFO : EPOCH 4 - PROGRESS: at 15.45% examples, 223691 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:34,824 : INFO : EPOCH 4 - PROGRESS: at 15.57% examples, 223739 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:35,884 : INFO : EPOCH 4 - PROGRESS: at 15.70% examples, 223643 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:36,898 : INFO : EPOCH 4 - PROGRESS: at 15.84% examples, 223660 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:37,928 : INFO : EPOCH 4 - PROGRESS: at 15.97% examples, 223712 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:38,935 : INFO : EPOCH 4 - PROGRESS: at 16.09% examples, 223715 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:39,938 : INFO : EPOCH 4 - PROGRESS: at 16.21% examples, 223751 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:40,962 : INFO : EPOCH 4 - PROGRESS: at 16.34% examples, 223768 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:42,021 : INFO : EPOCH 4 - PROGRESS: at 16.47% examples, 223655 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:43,042 : INFO : EPOCH 4 - PROGRESS: at 16.59% examples, 223755 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:44,077 : INFO : EPOCH 4 - PROGRESS: at 16.71% examples, 223738 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:45,084 : INFO : EPOCH 4 - PROGRESS: at 16.84% examples, 223745 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:46,098 : INFO : EPOCH 4 - PROGRESS: at 16.98% examples, 223773 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:47,140 : INFO : EPOCH 4 - PROGRESS: at 17.09% examples, 223751 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:48,185 : INFO : EPOCH 4 - PROGRESS: at 17.19% examples, 223774 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:49,199 : INFO : EPOCH 4 - PROGRESS: at 17.31% examples, 223767 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:50,213 : INFO : EPOCH 4 - PROGRESS: at 17.44% examples, 223813 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:51,225 : INFO : EPOCH 4 - PROGRESS: at 17.56% examples, 223827 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:52,234 : INFO : EPOCH 4 - PROGRESS: at 17.67% examples, 223812 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:53,245 : INFO : EPOCH 4 - PROGRESS: at 17.80% examples, 223799 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:54,248 : INFO : EPOCH 4 - PROGRESS: at 17.92% examples, 223830 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:55,279 : INFO : EPOCH 4 - PROGRESS: at 18.04% examples, 223773 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:56,336 : INFO : EPOCH 4 - PROGRESS: at 18.18% examples, 223784 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:57,371 : INFO : EPOCH 4 - PROGRESS: at 18.30% examples, 223815 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:58,380 : INFO : EPOCH 4 - PROGRESS: at 18.42% examples, 223861 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:07:59,397 : INFO : EPOCH 4 - PROGRESS: at 18.53% examples, 223798 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:00,409 : INFO : EPOCH 4 - PROGRESS: at 18.64% examples, 223796 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:01,411 : INFO : EPOCH 4 - PROGRESS: at 18.76% examples, 223819 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:02,435 : INFO : EPOCH 4 - PROGRESS: at 18.88% examples, 223855 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:03,457 : INFO : EPOCH 4 - PROGRESS: at 19.00% examples, 223857 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:04,505 : INFO : EPOCH 4 - PROGRESS: at 19.12% examples, 223836 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:05,525 : INFO : EPOCH 4 - PROGRESS: at 19.25% examples, 223884 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:06,547 : INFO : EPOCH 4 - PROGRESS: at 19.36% examples, 223879 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:07,572 : INFO : EPOCH 4 - PROGRESS: at 19.49% examples, 223880 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:08,593 : INFO : EPOCH 4 - PROGRESS: at 19.62% examples, 223884 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:09,633 : INFO : EPOCH 4 - PROGRESS: at 19.75% examples, 223856 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:10,651 : INFO : EPOCH 4 - PROGRESS: at 19.86% examples, 223889 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:11,670 : INFO : EPOCH 4 - PROGRESS: at 20.00% examples, 223892 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:12,708 : INFO : EPOCH 4 - PROGRESS: at 20.11% examples, 223878 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:13,745 : INFO : EPOCH 4 - PROGRESS: at 20.24% examples, 223857 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:14,756 : INFO : EPOCH 4 - PROGRESS: at 20.36% examples, 223918 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:15,806 : INFO : EPOCH 4 - PROGRESS: at 20.49% examples, 223910 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:16,822 : INFO : EPOCH 4 - PROGRESS: at 20.63% examples, 223948 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:17,840 : INFO : EPOCH 4 - PROGRESS: at 20.74% examples, 223909 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:18,919 : INFO : EPOCH 4 - PROGRESS: at 20.87% examples, 223899 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:19,926 : INFO : EPOCH 4 - PROGRESS: at 21.01% examples, 223943 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:21,014 : INFO : EPOCH 4 - PROGRESS: at 21.13% examples, 223893 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:22,019 : INFO : EPOCH 4 - PROGRESS: at 21.25% examples, 223895 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:23,022 : INFO : EPOCH 4 - PROGRESS: at 21.37% examples, 223944 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:24,058 : INFO : EPOCH 4 - PROGRESS: at 21.50% examples, 223951 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:25,090 : INFO : EPOCH 4 - PROGRESS: at 21.63% examples, 223941 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:26,103 : INFO : EPOCH 4 - PROGRESS: at 21.73% examples, 223922 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:27,118 : INFO : EPOCH 4 - PROGRESS: at 21.86% examples, 223939 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:28,126 : INFO : EPOCH 4 - PROGRESS: at 22.00% examples, 223990 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:29,138 : INFO : EPOCH 4 - PROGRESS: at 22.12% examples, 223945 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:30,145 : INFO : EPOCH 4 - PROGRESS: at 22.25% examples, 223945 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:31,146 : INFO : EPOCH 4 - PROGRESS: at 22.36% examples, 223922 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:32,188 : INFO : EPOCH 4 - PROGRESS: at 22.47% examples, 223937 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:33,204 : INFO : EPOCH 4 - PROGRESS: at 22.58% examples, 223966 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:34,244 : INFO : EPOCH 4 - PROGRESS: at 22.70% examples, 223985 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:35,297 : INFO : EPOCH 4 - PROGRESS: at 22.85% examples, 223969 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:36,308 : INFO : EPOCH 4 - PROGRESS: at 22.97% examples, 224002 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:37,327 : INFO : EPOCH 4 - PROGRESS: at 23.09% examples, 223975 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:38,342 : INFO : EPOCH 4 - PROGRESS: at 23.21% examples, 223991 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:39,368 : INFO : EPOCH 4 - PROGRESS: at 23.34% examples, 224000 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:40,422 : INFO : EPOCH 4 - PROGRESS: at 23.45% examples, 224000 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:41,472 : INFO : EPOCH 4 - PROGRESS: at 23.58% examples, 223995 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:42,486 : INFO : EPOCH 4 - PROGRESS: at 23.72% examples, 224024 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:43,530 : INFO : EPOCH 4 - PROGRESS: at 23.85% examples, 224006 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:44,544 : INFO : EPOCH 4 - PROGRESS: at 23.99% examples, 224023 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:45,589 : INFO : EPOCH 4 - PROGRESS: at 24.11% examples, 223983 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:46,610 : INFO : EPOCH 4 - PROGRESS: at 24.23% examples, 224041 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:47,646 : INFO : EPOCH 4 - PROGRESS: at 24.34% examples, 223999 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:48,693 : INFO : EPOCH 4 - PROGRESS: at 24.47% examples, 224051 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:49,701 : INFO : EPOCH 4 - PROGRESS: at 24.58% examples, 224040 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:50,710 : INFO : EPOCH 4 - PROGRESS: at 24.70% examples, 224034 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:51,775 : INFO : EPOCH 4 - PROGRESS: at 24.82% examples, 224032 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:52,789 : INFO : EPOCH 4 - PROGRESS: at 24.95% examples, 224026 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:53,797 : INFO : EPOCH 4 - PROGRESS: at 25.05% examples, 224042 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:54,822 : INFO : EPOCH 4 - PROGRESS: at 25.18% examples, 224043 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:55,836 : INFO : EPOCH 4 - PROGRESS: at 25.30% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:56,843 : INFO : EPOCH 4 - PROGRESS: at 25.42% examples, 224033 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:57,864 : INFO : EPOCH 4 - PROGRESS: at 25.54% examples, 224046 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:58,883 : INFO : EPOCH 4 - PROGRESS: at 25.65% examples, 224029 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:08:59,917 : INFO : EPOCH 4 - PROGRESS: at 25.77% examples, 224071 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:00,927 : INFO : EPOCH 4 - PROGRESS: at 25.88% examples, 224042 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:01,975 : INFO : EPOCH 4 - PROGRESS: at 26.01% examples, 224044 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:03,002 : INFO : EPOCH 4 - PROGRESS: at 26.15% examples, 224080 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:04,014 : INFO : EPOCH 4 - PROGRESS: at 26.27% examples, 224098 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:05,077 : INFO : EPOCH 4 - PROGRESS: at 26.40% examples, 224049 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:06,121 : INFO : EPOCH 4 - PROGRESS: at 26.55% examples, 224068 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:07,152 : INFO : EPOCH 4 - PROGRESS: at 26.67% examples, 224064 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:08,156 : INFO : EPOCH 4 - PROGRESS: at 26.81% examples, 224100 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:09,171 : INFO : EPOCH 4 - PROGRESS: at 26.94% examples, 224092 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:10,176 : INFO : EPOCH 4 - PROGRESS: at 27.06% examples, 224127 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:11,217 : INFO : EPOCH 4 - PROGRESS: at 27.18% examples, 224123 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:12,219 : INFO : EPOCH 4 - PROGRESS: at 27.30% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:13,285 : INFO : EPOCH 4 - PROGRESS: at 27.43% examples, 224085 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:14,286 : INFO : EPOCH 4 - PROGRESS: at 27.56% examples, 224103 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:15,314 : INFO : EPOCH 4 - PROGRESS: at 27.70% examples, 224106 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:16,340 : INFO : EPOCH 4 - PROGRESS: at 27.83% examples, 224108 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:17,342 : INFO : EPOCH 4 - PROGRESS: at 27.95% examples, 224100 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:18,370 : INFO : EPOCH 4 - PROGRESS: at 28.09% examples, 224101 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:19,454 : INFO : EPOCH 4 - PROGRESS: at 28.23% examples, 224100 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:20,459 : INFO : EPOCH 4 - PROGRESS: at 28.34% examples, 224118 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:21,499 : INFO : EPOCH 4 - PROGRESS: at 28.46% examples, 224118 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:22,532 : INFO : EPOCH 4 - PROGRESS: at 28.59% examples, 224129 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:23,538 : INFO : EPOCH 4 - PROGRESS: at 28.73% examples, 224159 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:24,543 : INFO : EPOCH 4 - PROGRESS: at 28.86% examples, 224146 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:25,549 : INFO : EPOCH 4 - PROGRESS: at 28.99% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:26,565 : INFO : EPOCH 4 - PROGRESS: at 29.13% examples, 224161 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:27,627 : INFO : EPOCH 4 - PROGRESS: at 29.25% examples, 224135 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:28,677 : INFO : EPOCH 4 - PROGRESS: at 29.36% examples, 224115 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:29,739 : INFO : EPOCH 4 - PROGRESS: at 29.50% examples, 224137 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:30,766 : INFO : EPOCH 4 - PROGRESS: at 29.62% examples, 224153 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:31,767 : INFO : EPOCH 4 - PROGRESS: at 29.73% examples, 224177 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:32,768 : INFO : EPOCH 4 - PROGRESS: at 29.81% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:33,792 : INFO : EPOCH 4 - PROGRESS: at 29.93% examples, 224144 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:34,885 : INFO : EPOCH 4 - PROGRESS: at 30.04% examples, 224134 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:35,953 : INFO : EPOCH 4 - PROGRESS: at 30.18% examples, 224149 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:36,960 : INFO : EPOCH 4 - PROGRESS: at 30.30% examples, 224158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:37,971 : INFO : EPOCH 4 - PROGRESS: at 30.41% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:38,978 : INFO : EPOCH 4 - PROGRESS: at 30.52% examples, 224153 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:39,986 : INFO : EPOCH 4 - PROGRESS: at 30.65% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:41,004 : INFO : EPOCH 4 - PROGRESS: at 30.77% examples, 224154 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:42,048 : INFO : EPOCH 4 - PROGRESS: at 30.90% examples, 224160 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:43,049 : INFO : EPOCH 4 - PROGRESS: at 31.03% examples, 224182 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:44,063 : INFO : EPOCH 4 - PROGRESS: at 31.14% examples, 224179 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:45,098 : INFO : EPOCH 4 - PROGRESS: at 31.26% examples, 224159 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:46,113 : INFO : EPOCH 4 - PROGRESS: at 31.38% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:47,122 : INFO : EPOCH 4 - PROGRESS: at 31.51% examples, 224155 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:48,124 : INFO : EPOCH 4 - PROGRESS: at 31.64% examples, 224161 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:49,170 : INFO : EPOCH 4 - PROGRESS: at 31.76% examples, 224157 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:50,177 : INFO : EPOCH 4 - PROGRESS: at 31.88% examples, 224195 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:51,185 : INFO : EPOCH 4 - PROGRESS: at 31.97% examples, 224182 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:52,209 : INFO : EPOCH 4 - PROGRESS: at 32.08% examples, 224176 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:53,215 : INFO : EPOCH 4 - PROGRESS: at 32.19% examples, 224199 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:54,257 : INFO : EPOCH 4 - PROGRESS: at 32.31% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:55,274 : INFO : EPOCH 4 - PROGRESS: at 32.44% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:56,304 : INFO : EPOCH 4 - PROGRESS: at 32.55% examples, 224178 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:57,357 : INFO : EPOCH 4 - PROGRESS: at 32.66% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:58,383 : INFO : EPOCH 4 - PROGRESS: at 32.80% examples, 224203 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:09:59,429 : INFO : EPOCH 4 - PROGRESS: at 32.92% examples, 224176 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:00,435 : INFO : EPOCH 4 - PROGRESS: at 33.06% examples, 224184 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:01,472 : INFO : EPOCH 4 - PROGRESS: at 33.19% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:02,484 : INFO : EPOCH 4 - PROGRESS: at 33.32% examples, 224189 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:03,487 : INFO : EPOCH 4 - PROGRESS: at 33.43% examples, 224189 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:04,533 : INFO : EPOCH 4 - PROGRESS: at 33.55% examples, 224180 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:05,554 : INFO : EPOCH 4 - PROGRESS: at 33.69% examples, 224223 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:06,597 : INFO : EPOCH 4 - PROGRESS: at 33.81% examples, 224213 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:07,603 : INFO : EPOCH 4 - PROGRESS: at 33.93% examples, 224205 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:08,653 : INFO : EPOCH 4 - PROGRESS: at 34.06% examples, 224204 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:09,666 : INFO : EPOCH 4 - PROGRESS: at 34.18% examples, 224238 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:10,742 : INFO : EPOCH 4 - PROGRESS: at 34.29% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:11,756 : INFO : EPOCH 4 - PROGRESS: at 34.42% examples, 224231 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:12,760 : INFO : EPOCH 4 - PROGRESS: at 34.54% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:13,788 : INFO : EPOCH 4 - PROGRESS: at 34.66% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:14,831 : INFO : EPOCH 4 - PROGRESS: at 34.79% examples, 224203 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:15,859 : INFO : EPOCH 4 - PROGRESS: at 34.93% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:16,876 : INFO : EPOCH 4 - PROGRESS: at 35.05% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:17,876 : INFO : EPOCH 4 - PROGRESS: at 35.16% examples, 224241 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:18,877 : INFO : EPOCH 4 - PROGRESS: at 35.29% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:19,899 : INFO : EPOCH 4 - PROGRESS: at 35.41% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:20,899 : INFO : EPOCH 4 - PROGRESS: at 35.53% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:21,913 : INFO : EPOCH 4 - PROGRESS: at 35.65% examples, 224241 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:23,016 : INFO : EPOCH 4 - PROGRESS: at 35.77% examples, 224199 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:24,043 : INFO : EPOCH 4 - PROGRESS: at 35.88% examples, 224195 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:25,059 : INFO : EPOCH 4 - PROGRESS: at 36.01% examples, 224221 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:26,065 : INFO : EPOCH 4 - PROGRESS: at 36.13% examples, 224228 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:27,066 : INFO : EPOCH 4 - PROGRESS: at 36.26% examples, 224236 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:28,139 : INFO : EPOCH 4 - PROGRESS: at 36.37% examples, 224204 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:29,146 : INFO : EPOCH 4 - PROGRESS: at 36.49% examples, 224226 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:30,180 : INFO : EPOCH 4 - PROGRESS: at 36.60% examples, 224193 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:31,244 : INFO : EPOCH 4 - PROGRESS: at 36.71% examples, 224203 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:32,247 : INFO : EPOCH 4 - PROGRESS: at 36.83% examples, 224222 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:33,262 : INFO : EPOCH 4 - PROGRESS: at 36.95% examples, 224221 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:34,312 : INFO : EPOCH 4 - PROGRESS: at 37.07% examples, 224220 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:35,317 : INFO : EPOCH 4 - PROGRESS: at 37.19% examples, 224221 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:36,321 : INFO : EPOCH 4 - PROGRESS: at 37.33% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:37,330 : INFO : EPOCH 4 - PROGRESS: at 37.44% examples, 224206 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:38,348 : INFO : EPOCH 4 - PROGRESS: at 37.57% examples, 224175 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:39,403 : INFO : EPOCH 4 - PROGRESS: at 37.69% examples, 224179 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:40,414 : INFO : EPOCH 4 - PROGRESS: at 37.82% examples, 224116 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:41,458 : INFO : EPOCH 4 - PROGRESS: at 37.92% examples, 223990 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:42,463 : INFO : EPOCH 4 - PROGRESS: at 38.03% examples, 224000 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:43,477 : INFO : EPOCH 4 - PROGRESS: at 38.16% examples, 223980 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:44,496 : INFO : EPOCH 4 - PROGRESS: at 38.27% examples, 224000 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:45,509 : INFO : EPOCH 4 - PROGRESS: at 38.38% examples, 223989 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:46,509 : INFO : EPOCH 4 - PROGRESS: at 38.50% examples, 223999 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:47,544 : INFO : EPOCH 4 - PROGRESS: at 38.62% examples, 223998 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:48,547 : INFO : EPOCH 4 - PROGRESS: at 38.74% examples, 224017 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:49,558 : INFO : EPOCH 4 - PROGRESS: at 38.85% examples, 224037 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:50,574 : INFO : EPOCH 4 - PROGRESS: at 38.99% examples, 224001 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:51,582 : INFO : EPOCH 4 - PROGRESS: at 39.11% examples, 224011 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:52,585 : INFO : EPOCH 4 - PROGRESS: at 39.23% examples, 224036 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:53,616 : INFO : EPOCH 4 - PROGRESS: at 39.35% examples, 224025 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:54,622 : INFO : EPOCH 4 - PROGRESS: at 39.46% examples, 223998 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:55,672 : INFO : EPOCH 4 - PROGRESS: at 39.60% examples, 224009 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:56,672 : INFO : EPOCH 4 - PROGRESS: at 39.72% examples, 224028 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:57,686 : INFO : EPOCH 4 - PROGRESS: at 39.85% examples, 224035 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:58,694 : INFO : EPOCH 4 - PROGRESS: at 39.96% examples, 224039 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:10:59,720 : INFO : EPOCH 4 - PROGRESS: at 40.07% examples, 224035 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:00,769 : INFO : EPOCH 4 - PROGRESS: at 40.20% examples, 224032 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:01,781 : INFO : EPOCH 4 - PROGRESS: at 40.31% examples, 224019 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:02,785 : INFO : EPOCH 4 - PROGRESS: at 40.44% examples, 224038 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:03,841 : INFO : EPOCH 4 - PROGRESS: at 40.56% examples, 224031 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:04,846 : INFO : EPOCH 4 - PROGRESS: at 40.68% examples, 224054 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:05,904 : INFO : EPOCH 4 - PROGRESS: at 40.81% examples, 224040 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:06,925 : INFO : EPOCH 4 - PROGRESS: at 40.93% examples, 224045 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:07,929 : INFO : EPOCH 4 - PROGRESS: at 41.06% examples, 224073 words/s, in_qsize 8, out_qsize 0
2020-07-16 14:11:08,942 : INFO : EPOCH 4 - PROGRESS: at 41.17% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:09,950 : INFO : EPOCH 4 - PROGRESS: at 41.29% examples, 224058 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:10,963 : INFO : EPOCH 4 - PROGRESS: at 41.40% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:11,970 : INFO : EPOCH 4 - PROGRESS: at 41.51% examples, 224071 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:12,977 : INFO : EPOCH 4 - PROGRESS: at 41.62% examples, 224072 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:13,998 : INFO : EPOCH 4 - PROGRESS: at 41.75% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:15,047 : INFO : EPOCH 4 - PROGRESS: at 41.86% examples, 224049 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:16,144 : INFO : EPOCH 4 - PROGRESS: at 41.99% examples, 224039 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:17,176 : INFO : EPOCH 4 - PROGRESS: at 42.12% examples, 224064 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:18,179 : INFO : EPOCH 4 - PROGRESS: at 42.26% examples, 224088 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:19,194 : INFO : EPOCH 4 - PROGRESS: at 42.38% examples, 224073 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:20,247 : INFO : EPOCH 4 - PROGRESS: at 42.50% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:21,253 : INFO : EPOCH 4 - PROGRESS: at 42.64% examples, 224076 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:22,254 : INFO : EPOCH 4 - PROGRESS: at 42.76% examples, 224076 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:23,280 : INFO : EPOCH 4 - PROGRESS: at 42.87% examples, 224067 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:24,293 : INFO : EPOCH 4 - PROGRESS: at 43.00% examples, 224085 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:25,312 : INFO : EPOCH 4 - PROGRESS: at 43.11% examples, 224085 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:26,320 : INFO : EPOCH 4 - PROGRESS: at 43.23% examples, 224088 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:27,367 : INFO : EPOCH 4 - PROGRESS: at 43.34% examples, 224065 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:28,378 : INFO : EPOCH 4 - PROGRESS: at 43.47% examples, 224080 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:29,391 : INFO : EPOCH 4 - PROGRESS: at 43.61% examples, 224093 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:30,434 : INFO : EPOCH 4 - PROGRESS: at 43.71% examples, 224061 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:31,501 : INFO : EPOCH 4 - PROGRESS: at 43.85% examples, 224069 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:32,515 : INFO : EPOCH 4 - PROGRESS: at 43.97% examples, 224089 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:33,535 : INFO : EPOCH 4 - PROGRESS: at 44.08% examples, 224076 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:34,546 : INFO : EPOCH 4 - PROGRESS: at 44.22% examples, 224091 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:35,550 : INFO : EPOCH 4 - PROGRESS: at 44.35% examples, 224097 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:36,596 : INFO : EPOCH 4 - PROGRESS: at 44.46% examples, 224077 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:37,598 : INFO : EPOCH 4 - PROGRESS: at 44.59% examples, 224098 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:38,599 : INFO : EPOCH 4 - PROGRESS: at 44.71% examples, 224085 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:39,625 : INFO : EPOCH 4 - PROGRESS: at 44.85% examples, 224084 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:40,643 : INFO : EPOCH 4 - PROGRESS: at 44.98% examples, 224088 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:41,684 : INFO : EPOCH 4 - PROGRESS: at 45.10% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:42,722 : INFO : EPOCH 4 - PROGRESS: at 45.22% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:43,754 : INFO : EPOCH 4 - PROGRESS: at 45.35% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:44,757 : INFO : EPOCH 4 - PROGRESS: at 45.47% examples, 224092 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:45,807 : INFO : EPOCH 4 - PROGRESS: at 45.59% examples, 224098 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:46,882 : INFO : EPOCH 4 - PROGRESS: at 45.70% examples, 224098 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:47,885 : INFO : EPOCH 4 - PROGRESS: at 45.83% examples, 224114 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:48,922 : INFO : EPOCH 4 - PROGRESS: at 45.95% examples, 224109 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:49,922 : INFO : EPOCH 4 - PROGRESS: at 46.07% examples, 224128 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:50,959 : INFO : EPOCH 4 - PROGRESS: at 46.19% examples, 224106 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:51,967 : INFO : EPOCH 4 - PROGRESS: at 46.29% examples, 224113 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:52,978 : INFO : EPOCH 4 - PROGRESS: at 46.41% examples, 224129 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:54,000 : INFO : EPOCH 4 - PROGRESS: at 46.54% examples, 224116 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:55,070 : INFO : EPOCH 4 - PROGRESS: at 46.66% examples, 224107 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:56,070 : INFO : EPOCH 4 - PROGRESS: at 46.79% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:57,090 : INFO : EPOCH 4 - PROGRESS: at 46.90% examples, 224123 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:58,104 : INFO : EPOCH 4 - PROGRESS: at 47.01% examples, 224135 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:11:59,118 : INFO : EPOCH 4 - PROGRESS: at 47.13% examples, 224134 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:00,130 : INFO : EPOCH 4 - PROGRESS: at 47.25% examples, 224141 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:01,160 : INFO : EPOCH 4 - PROGRESS: at 47.37% examples, 224131 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:02,198 : INFO : EPOCH 4 - PROGRESS: at 47.50% examples, 224127 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:03,206 : INFO : EPOCH 4 - PROGRESS: at 47.62% examples, 224116 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:04,234 : INFO : EPOCH 4 - PROGRESS: at 47.75% examples, 224120 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:05,270 : INFO : EPOCH 4 - PROGRESS: at 47.90% examples, 224129 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:06,297 : INFO : EPOCH 4 - PROGRESS: at 48.02% examples, 224122 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:07,299 : INFO : EPOCH 4 - PROGRESS: at 48.15% examples, 224126 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:08,349 : INFO : EPOCH 4 - PROGRESS: at 48.28% examples, 224123 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:09,352 : INFO : EPOCH 4 - PROGRESS: at 48.43% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:10,363 : INFO : EPOCH 4 - PROGRESS: at 48.55% examples, 224143 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:11,368 : INFO : EPOCH 4 - PROGRESS: at 48.68% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:12,368 : INFO : EPOCH 4 - PROGRESS: at 48.79% examples, 224153 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:13,414 : INFO : EPOCH 4 - PROGRESS: at 48.90% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:14,425 : INFO : EPOCH 4 - PROGRESS: at 49.03% examples, 224144 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:15,434 : INFO : EPOCH 4 - PROGRESS: at 49.15% examples, 224152 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:16,496 : INFO : EPOCH 4 - PROGRESS: at 49.29% examples, 224136 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:17,504 : INFO : EPOCH 4 - PROGRESS: at 49.41% examples, 224158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:18,534 : INFO : EPOCH 4 - PROGRESS: at 49.53% examples, 224142 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:19,544 : INFO : EPOCH 4 - PROGRESS: at 49.65% examples, 224146 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:20,556 : INFO : EPOCH 4 - PROGRESS: at 49.76% examples, 224141 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:21,604 : INFO : EPOCH 4 - PROGRESS: at 49.90% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:22,653 : INFO : EPOCH 4 - PROGRESS: at 50.02% examples, 224137 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:23,687 : INFO : EPOCH 4 - PROGRESS: at 50.14% examples, 224149 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:24,688 : INFO : EPOCH 4 - PROGRESS: at 50.26% examples, 224151 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:25,716 : INFO : EPOCH 4 - PROGRESS: at 50.38% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:26,718 : INFO : EPOCH 4 - PROGRESS: at 50.50% examples, 224153 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:27,722 : INFO : EPOCH 4 - PROGRESS: at 50.62% examples, 224156 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:28,767 : INFO : EPOCH 4 - PROGRESS: at 50.75% examples, 224163 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:29,779 : INFO : EPOCH 4 - PROGRESS: at 50.88% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:30,798 : INFO : EPOCH 4 - PROGRESS: at 51.01% examples, 224152 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:31,800 : INFO : EPOCH 4 - PROGRESS: at 51.13% examples, 224164 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:32,847 : INFO : EPOCH 4 - PROGRESS: at 51.26% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:33,886 : INFO : EPOCH 4 - PROGRESS: at 51.39% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:34,894 : INFO : EPOCH 4 - PROGRESS: at 51.53% examples, 224152 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:35,915 : INFO : EPOCH 4 - PROGRESS: at 51.66% examples, 224146 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:36,920 : INFO : EPOCH 4 - PROGRESS: at 51.77% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:37,926 : INFO : EPOCH 4 - PROGRESS: at 51.88% examples, 224176 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:38,943 : INFO : EPOCH 4 - PROGRESS: at 52.01% examples, 224153 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:39,997 : INFO : EPOCH 4 - PROGRESS: at 52.12% examples, 224154 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:41,011 : INFO : EPOCH 4 - PROGRESS: at 52.26% examples, 224168 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:42,069 : INFO : EPOCH 4 - PROGRESS: at 52.38% examples, 224161 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:43,100 : INFO : EPOCH 4 - PROGRESS: at 52.50% examples, 224152 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:44,125 : INFO : EPOCH 4 - PROGRESS: at 52.62% examples, 224172 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:45,160 : INFO : EPOCH 4 - PROGRESS: at 52.73% examples, 224168 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:46,171 : INFO : EPOCH 4 - PROGRESS: at 52.87% examples, 224169 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:47,193 : INFO : EPOCH 4 - PROGRESS: at 53.00% examples, 224179 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:48,199 : INFO : EPOCH 4 - PROGRESS: at 53.12% examples, 224176 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:49,229 : INFO : EPOCH 4 - PROGRESS: at 53.22% examples, 224169 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:50,270 : INFO : EPOCH 4 - PROGRESS: at 53.34% examples, 224178 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:51,274 : INFO : EPOCH 4 - PROGRESS: at 53.48% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:52,290 : INFO : EPOCH 4 - PROGRESS: at 53.61% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:53,300 : INFO : EPOCH 4 - PROGRESS: at 53.72% examples, 224194 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:54,306 : INFO : EPOCH 4 - PROGRESS: at 53.83% examples, 224193 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:55,309 : INFO : EPOCH 4 - PROGRESS: at 53.96% examples, 224213 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:56,350 : INFO : EPOCH 4 - PROGRESS: at 54.08% examples, 224190 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:57,388 : INFO : EPOCH 4 - PROGRESS: at 54.17% examples, 224193 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:58,399 : INFO : EPOCH 4 - PROGRESS: at 54.29% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:12:59,433 : INFO : EPOCH 4 - PROGRESS: at 54.42% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:00,449 : INFO : EPOCH 4 - PROGRESS: at 54.52% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:01,513 : INFO : EPOCH 4 - PROGRESS: at 54.65% examples, 224183 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:02,525 : INFO : EPOCH 4 - PROGRESS: at 54.76% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:03,578 : INFO : EPOCH 4 - PROGRESS: at 54.89% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:04,611 : INFO : EPOCH 4 - PROGRESS: at 55.01% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:05,623 : INFO : EPOCH 4 - PROGRESS: at 55.15% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:06,638 : INFO : EPOCH 4 - PROGRESS: at 55.27% examples, 224193 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:07,715 : INFO : EPOCH 4 - PROGRESS: at 55.40% examples, 224180 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:08,762 : INFO : EPOCH 4 - PROGRESS: at 55.53% examples, 224176 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:09,813 : INFO : EPOCH 4 - PROGRESS: at 55.63% examples, 224180 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:10,846 : INFO : EPOCH 4 - PROGRESS: at 55.75% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:11,859 : INFO : EPOCH 4 - PROGRESS: at 55.87% examples, 224193 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:12,873 : INFO : EPOCH 4 - PROGRESS: at 56.01% examples, 224183 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:13,899 : INFO : EPOCH 4 - PROGRESS: at 56.13% examples, 224190 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:14,912 : INFO : EPOCH 4 - PROGRESS: at 56.25% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:15,945 : INFO : EPOCH 4 - PROGRESS: at 56.37% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:16,946 : INFO : EPOCH 4 - PROGRESS: at 56.49% examples, 224205 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:17,960 : INFO : EPOCH 4 - PROGRESS: at 56.61% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:19,029 : INFO : EPOCH 4 - PROGRESS: at 56.74% examples, 224189 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:20,046 : INFO : EPOCH 4 - PROGRESS: at 56.85% examples, 224203 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:21,056 : INFO : EPOCH 4 - PROGRESS: at 56.98% examples, 224210 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:22,106 : INFO : EPOCH 4 - PROGRESS: at 57.11% examples, 224207 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:23,122 : INFO : EPOCH 4 - PROGRESS: at 57.24% examples, 224211 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:24,124 : INFO : EPOCH 4 - PROGRESS: at 57.34% examples, 224200 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:25,142 : INFO : EPOCH 4 - PROGRESS: at 57.47% examples, 224210 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:26,173 : INFO : EPOCH 4 - PROGRESS: at 57.58% examples, 224190 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:27,191 : INFO : EPOCH 4 - PROGRESS: at 57.72% examples, 224200 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:28,209 : INFO : EPOCH 4 - PROGRESS: at 57.84% examples, 224208 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:29,289 : INFO : EPOCH 4 - PROGRESS: at 57.96% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:30,337 : INFO : EPOCH 4 - PROGRESS: at 58.08% examples, 224192 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:31,351 : INFO : EPOCH 4 - PROGRESS: at 58.22% examples, 224199 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:32,352 : INFO : EPOCH 4 - PROGRESS: at 58.36% examples, 224200 words/s, in_qsize 8, out_qsize 1
2020-07-16 14:13:33,353 : INFO : EPOCH 4 - PROGRESS: at 58.47% examples, 224198 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:34,369 : INFO : EPOCH 4 - PROGRESS: at 58.59% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:35,436 : INFO : EPOCH 4 - PROGRESS: at 58.72% examples, 224193 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:36,485 : INFO : EPOCH 4 - PROGRESS: at 58.84% examples, 224199 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:37,518 : INFO : EPOCH 4 - PROGRESS: at 58.97% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:38,556 : INFO : EPOCH 4 - PROGRESS: at 59.11% examples, 224211 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:39,579 : INFO : EPOCH 4 - PROGRESS: at 59.24% examples, 224211 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:40,585 : INFO : EPOCH 4 - PROGRESS: at 59.37% examples, 224217 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:41,600 : INFO : EPOCH 4 - PROGRESS: at 59.49% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:42,611 : INFO : EPOCH 4 - PROGRESS: at 59.62% examples, 224218 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:43,614 : INFO : EPOCH 4 - PROGRESS: at 59.77% examples, 224225 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:44,637 : INFO : EPOCH 4 - PROGRESS: at 59.89% examples, 224212 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:45,645 : INFO : EPOCH 4 - PROGRESS: at 60.01% examples, 224219 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:46,664 : INFO : EPOCH 4 - PROGRESS: at 60.13% examples, 224218 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:47,711 : INFO : EPOCH 4 - PROGRESS: at 60.26% examples, 224213 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:48,727 : INFO : EPOCH 4 - PROGRESS: at 60.38% examples, 224217 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:49,765 : INFO : EPOCH 4 - PROGRESS: at 60.51% examples, 224214 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:50,789 : INFO : EPOCH 4 - PROGRESS: at 60.62% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:51,826 : INFO : EPOCH 4 - PROGRESS: at 60.75% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:52,911 : INFO : EPOCH 4 - PROGRESS: at 60.89% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:53,967 : INFO : EPOCH 4 - PROGRESS: at 61.02% examples, 224211 words/s, in_qsize 6, out_qsize 1
2020-07-16 14:13:54,989 : INFO : EPOCH 4 - PROGRESS: at 61.15% examples, 224222 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:56,003 : INFO : EPOCH 4 - PROGRESS: at 61.28% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:57,004 : INFO : EPOCH 4 - PROGRESS: at 61.41% examples, 224236 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:58,086 : INFO : EPOCH 4 - PROGRESS: at 61.54% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:13:59,095 : INFO : EPOCH 4 - PROGRESS: at 61.66% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:00,115 : INFO : EPOCH 4 - PROGRESS: at 61.77% examples, 224230 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:01,130 : INFO : EPOCH 4 - PROGRESS: at 61.89% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:02,156 : INFO : EPOCH 4 - PROGRESS: at 62.01% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:03,173 : INFO : EPOCH 4 - PROGRESS: at 62.13% examples, 224222 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:04,283 : INFO : EPOCH 4 - PROGRESS: at 62.26% examples, 224211 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:05,322 : INFO : EPOCH 4 - PROGRESS: at 62.39% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:06,363 : INFO : EPOCH 4 - PROGRESS: at 62.53% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:07,385 : INFO : EPOCH 4 - PROGRESS: at 62.65% examples, 224233 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:08,416 : INFO : EPOCH 4 - PROGRESS: at 62.75% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:09,420 : INFO : EPOCH 4 - PROGRESS: at 62.86% examples, 224238 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:10,465 : INFO : EPOCH 4 - PROGRESS: at 62.99% examples, 224234 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:11,505 : INFO : EPOCH 4 - PROGRESS: at 63.10% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:12,533 : INFO : EPOCH 4 - PROGRESS: at 63.23% examples, 224240 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:13,535 : INFO : EPOCH 4 - PROGRESS: at 63.34% examples, 224247 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:14,558 : INFO : EPOCH 4 - PROGRESS: at 63.46% examples, 224240 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:15,564 : INFO : EPOCH 4 - PROGRESS: at 63.58% examples, 224252 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:16,570 : INFO : EPOCH 4 - PROGRESS: at 63.71% examples, 224247 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:17,572 : INFO : EPOCH 4 - PROGRESS: at 63.84% examples, 224246 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:18,614 : INFO : EPOCH 4 - PROGRESS: at 63.97% examples, 224242 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:19,627 : INFO : EPOCH 4 - PROGRESS: at 64.09% examples, 224249 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:20,677 : INFO : EPOCH 4 - PROGRESS: at 64.21% examples, 224245 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:21,689 : INFO : EPOCH 4 - PROGRESS: at 64.34% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:22,709 : INFO : EPOCH 4 - PROGRESS: at 64.47% examples, 224257 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:23,729 : INFO : EPOCH 4 - PROGRESS: at 64.61% examples, 224258 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:24,750 : INFO : EPOCH 4 - PROGRESS: at 64.74% examples, 224257 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:25,768 : INFO : EPOCH 4 - PROGRESS: at 64.86% examples, 224263 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:26,808 : INFO : EPOCH 4 - PROGRESS: at 64.98% examples, 224251 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:27,823 : INFO : EPOCH 4 - PROGRESS: at 65.13% examples, 224264 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:28,858 : INFO : EPOCH 4 - PROGRESS: at 65.25% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:29,861 : INFO : EPOCH 4 - PROGRESS: at 65.35% examples, 224245 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:30,889 : INFO : EPOCH 4 - PROGRESS: at 65.50% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:31,915 : INFO : EPOCH 4 - PROGRESS: at 65.63% examples, 224251 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:32,933 : INFO : EPOCH 4 - PROGRESS: at 65.76% examples, 224248 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:33,959 : INFO : EPOCH 4 - PROGRESS: at 65.88% examples, 224255 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:34,974 : INFO : EPOCH 4 - PROGRESS: at 66.00% examples, 224270 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:35,983 : INFO : EPOCH 4 - PROGRESS: at 66.11% examples, 224255 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:37,048 : INFO : EPOCH 4 - PROGRESS: at 66.23% examples, 224254 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:38,063 : INFO : EPOCH 4 - PROGRESS: at 66.37% examples, 224256 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:39,105 : INFO : EPOCH 4 - PROGRESS: at 66.48% examples, 224254 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:40,139 : INFO : EPOCH 4 - PROGRESS: at 66.61% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:41,147 : INFO : EPOCH 4 - PROGRESS: at 66.75% examples, 224269 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:42,173 : INFO : EPOCH 4 - PROGRESS: at 66.87% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:43,192 : INFO : EPOCH 4 - PROGRESS: at 67.01% examples, 224260 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:44,199 : INFO : EPOCH 4 - PROGRESS: at 67.14% examples, 224263 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:45,214 : INFO : EPOCH 4 - PROGRESS: at 67.27% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:46,223 : INFO : EPOCH 4 - PROGRESS: at 67.39% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:47,229 : INFO : EPOCH 4 - PROGRESS: at 67.51% examples, 224271 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:48,239 : INFO : EPOCH 4 - PROGRESS: at 67.64% examples, 224266 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:49,245 : INFO : EPOCH 4 - PROGRESS: at 67.78% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:50,275 : INFO : EPOCH 4 - PROGRESS: at 67.91% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:51,325 : INFO : EPOCH 4 - PROGRESS: at 68.04% examples, 224266 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:52,326 : INFO : EPOCH 4 - PROGRESS: at 68.16% examples, 224271 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:53,360 : INFO : EPOCH 4 - PROGRESS: at 68.29% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:54,373 : INFO : EPOCH 4 - PROGRESS: at 68.43% examples, 224274 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:55,427 : INFO : EPOCH 4 - PROGRESS: at 68.54% examples, 224270 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:56,432 : INFO : EPOCH 4 - PROGRESS: at 68.67% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:57,479 : INFO : EPOCH 4 - PROGRESS: at 68.78% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:58,501 : INFO : EPOCH 4 - PROGRESS: at 68.92% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:14:59,503 : INFO : EPOCH 4 - PROGRESS: at 69.02% examples, 224278 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:00,517 : INFO : EPOCH 4 - PROGRESS: at 69.13% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:01,518 : INFO : EPOCH 4 - PROGRESS: at 69.27% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:02,533 : INFO : EPOCH 4 - PROGRESS: at 69.40% examples, 224287 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:03,534 : INFO : EPOCH 4 - PROGRESS: at 69.52% examples, 224285 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:04,561 : INFO : EPOCH 4 - PROGRESS: at 69.65% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:05,611 : INFO : EPOCH 4 - PROGRESS: at 69.78% examples, 224273 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:06,641 : INFO : EPOCH 4 - PROGRESS: at 69.91% examples, 224278 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:07,655 : INFO : EPOCH 4 - PROGRESS: at 70.04% examples, 224274 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:08,681 : INFO : EPOCH 4 - PROGRESS: at 70.16% examples, 224262 words/s, in_qsize 8, out_qsize 0
2020-07-16 14:15:09,687 : INFO : EPOCH 4 - PROGRESS: at 70.29% examples, 224254 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:10,701 : INFO : EPOCH 4 - PROGRESS: at 70.40% examples, 224210 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:11,735 : INFO : EPOCH 4 - PROGRESS: at 70.50% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:12,750 : INFO : EPOCH 4 - PROGRESS: at 70.62% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:13,789 : INFO : EPOCH 4 - PROGRESS: at 70.74% examples, 224132 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:14,791 : INFO : EPOCH 4 - PROGRESS: at 70.86% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:15,866 : INFO : EPOCH 4 - PROGRESS: at 70.97% examples, 224131 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:16,875 : INFO : EPOCH 4 - PROGRESS: at 71.11% examples, 224143 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:17,889 : INFO : EPOCH 4 - PROGRESS: at 71.22% examples, 224141 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:18,912 : INFO : EPOCH 4 - PROGRESS: at 71.37% examples, 224145 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:19,998 : INFO : EPOCH 4 - PROGRESS: at 71.50% examples, 224131 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:21,008 : INFO : EPOCH 4 - PROGRESS: at 71.62% examples, 224142 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:22,048 : INFO : EPOCH 4 - PROGRESS: at 71.75% examples, 224150 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:23,074 : INFO : EPOCH 4 - PROGRESS: at 71.87% examples, 224144 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:24,100 : INFO : EPOCH 4 - PROGRESS: at 72.01% examples, 224153 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:25,107 : INFO : EPOCH 4 - PROGRESS: at 72.13% examples, 224150 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:26,111 : INFO : EPOCH 4 - PROGRESS: at 72.22% examples, 224150 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:27,137 : INFO : EPOCH 4 - PROGRESS: at 72.35% examples, 224149 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:28,141 : INFO : EPOCH 4 - PROGRESS: at 72.47% examples, 224153 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:29,150 : INFO : EPOCH 4 - PROGRESS: at 72.59% examples, 224142 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:30,173 : INFO : EPOCH 4 - PROGRESS: at 72.73% examples, 224153 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:31,177 : INFO : EPOCH 4 - PROGRESS: at 72.84% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:32,204 : INFO : EPOCH 4 - PROGRESS: at 72.96% examples, 224146 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:33,253 : INFO : EPOCH 4 - PROGRESS: at 73.09% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:34,277 : INFO : EPOCH 4 - PROGRESS: at 73.22% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:35,316 : INFO : EPOCH 4 - PROGRESS: at 73.35% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:36,335 : INFO : EPOCH 4 - PROGRESS: at 73.47% examples, 224146 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:37,410 : INFO : EPOCH 4 - PROGRESS: at 73.58% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:38,424 : INFO : EPOCH 4 - PROGRESS: at 73.71% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:39,425 : INFO : EPOCH 4 - PROGRESS: at 73.82% examples, 224151 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:40,449 : INFO : EPOCH 4 - PROGRESS: at 73.95% examples, 224146 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:41,463 : INFO : EPOCH 4 - PROGRESS: at 74.08% examples, 224161 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:42,470 : INFO : EPOCH 4 - PROGRESS: at 74.20% examples, 224156 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:43,472 : INFO : EPOCH 4 - PROGRESS: at 74.31% examples, 224160 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:44,588 : INFO : EPOCH 4 - PROGRESS: at 74.42% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:45,590 : INFO : EPOCH 4 - PROGRESS: at 74.54% examples, 224157 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:46,612 : INFO : EPOCH 4 - PROGRESS: at 74.66% examples, 224156 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:47,624 : INFO : EPOCH 4 - PROGRESS: at 74.79% examples, 224163 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:48,637 : INFO : EPOCH 4 - PROGRESS: at 74.92% examples, 224175 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:49,647 : INFO : EPOCH 4 - PROGRESS: at 75.04% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:50,683 : INFO : EPOCH 4 - PROGRESS: at 75.16% examples, 224173 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:51,695 : INFO : EPOCH 4 - PROGRESS: at 75.29% examples, 224175 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:52,734 : INFO : EPOCH 4 - PROGRESS: at 75.41% examples, 224161 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:53,786 : INFO : EPOCH 4 - PROGRESS: at 75.55% examples, 224149 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:54,798 : INFO : EPOCH 4 - PROGRESS: at 75.68% examples, 224173 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:55,805 : INFO : EPOCH 4 - PROGRESS: at 75.81% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:56,818 : INFO : EPOCH 4 - PROGRESS: at 75.93% examples, 224175 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:57,838 : INFO : EPOCH 4 - PROGRESS: at 76.05% examples, 224172 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:58,859 : INFO : EPOCH 4 - PROGRESS: at 76.17% examples, 224169 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:15:59,864 : INFO : EPOCH 4 - PROGRESS: at 76.29% examples, 224173 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:00,899 : INFO : EPOCH 4 - PROGRESS: at 76.41% examples, 224160 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:01,913 : INFO : EPOCH 4 - PROGRESS: at 76.52% examples, 224166 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:02,938 : INFO : EPOCH 4 - PROGRESS: at 76.63% examples, 224178 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:03,939 : INFO : EPOCH 4 - PROGRESS: at 76.75% examples, 224174 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:04,977 : INFO : EPOCH 4 - PROGRESS: at 76.88% examples, 224179 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:06,034 : INFO : EPOCH 4 - PROGRESS: at 77.01% examples, 224178 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:07,066 : INFO : EPOCH 4 - PROGRESS: at 77.14% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:08,110 : INFO : EPOCH 4 - PROGRESS: at 77.26% examples, 224173 words/s, in_qsize 8, out_qsize 0
2020-07-16 14:16:09,129 : INFO : EPOCH 4 - PROGRESS: at 77.39% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:10,139 : INFO : EPOCH 4 - PROGRESS: at 77.49% examples, 224184 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:11,145 : INFO : EPOCH 4 - PROGRESS: at 77.60% examples, 224189 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:12,154 : INFO : EPOCH 4 - PROGRESS: at 77.74% examples, 224193 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:13,156 : INFO : EPOCH 4 - PROGRESS: at 77.86% examples, 224192 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:14,179 : INFO : EPOCH 4 - PROGRESS: at 77.99% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:15,204 : INFO : EPOCH 4 - PROGRESS: at 78.12% examples, 224195 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:16,231 : INFO : EPOCH 4 - PROGRESS: at 78.24% examples, 224189 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:17,239 : INFO : EPOCH 4 - PROGRESS: at 78.33% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:18,247 : INFO : EPOCH 4 - PROGRESS: at 78.46% examples, 224190 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:19,263 : INFO : EPOCH 4 - PROGRESS: at 78.58% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:20,324 : INFO : EPOCH 4 - PROGRESS: at 78.71% examples, 224182 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:21,335 : INFO : EPOCH 4 - PROGRESS: at 78.83% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:22,373 : INFO : EPOCH 4 - PROGRESS: at 78.96% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:23,395 : INFO : EPOCH 4 - PROGRESS: at 79.09% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:24,411 : INFO : EPOCH 4 - PROGRESS: at 79.21% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:25,418 : INFO : EPOCH 4 - PROGRESS: at 79.34% examples, 224199 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:26,439 : INFO : EPOCH 4 - PROGRESS: at 79.47% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:27,460 : INFO : EPOCH 4 - PROGRESS: at 79.61% examples, 224198 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:28,472 : INFO : EPOCH 4 - PROGRESS: at 79.73% examples, 224205 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:29,505 : INFO : EPOCH 4 - PROGRESS: at 79.83% examples, 224201 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:30,519 : INFO : EPOCH 4 - PROGRESS: at 79.94% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:31,575 : INFO : EPOCH 4 - PROGRESS: at 80.07% examples, 224190 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:32,576 : INFO : EPOCH 4 - PROGRESS: at 80.20% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:33,592 : INFO : EPOCH 4 - PROGRESS: at 80.33% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:34,615 : INFO : EPOCH 4 - PROGRESS: at 80.44% examples, 224194 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:35,625 : INFO : EPOCH 4 - PROGRESS: at 80.56% examples, 224198 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:36,667 : INFO : EPOCH 4 - PROGRESS: at 80.67% examples, 224201 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:37,734 : INFO : EPOCH 4 - PROGRESS: at 80.79% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:38,753 : INFO : EPOCH 4 - PROGRESS: at 80.91% examples, 224202 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:39,802 : INFO : EPOCH 4 - PROGRESS: at 81.04% examples, 224206 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:40,822 : INFO : EPOCH 4 - PROGRESS: at 81.15% examples, 224203 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:41,830 : INFO : EPOCH 4 - PROGRESS: at 81.27% examples, 224212 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:42,837 : INFO : EPOCH 4 - PROGRESS: at 81.40% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:43,881 : INFO : EPOCH 4 - PROGRESS: at 81.50% examples, 224203 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:44,882 : INFO : EPOCH 4 - PROGRESS: at 81.61% examples, 224212 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:45,906 : INFO : EPOCH 4 - PROGRESS: at 81.74% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:46,931 : INFO : EPOCH 4 - PROGRESS: at 81.84% examples, 224212 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:47,943 : INFO : EPOCH 4 - PROGRESS: at 81.97% examples, 224220 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:48,964 : INFO : EPOCH 4 - PROGRESS: at 82.09% examples, 224213 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:49,992 : INFO : EPOCH 4 - PROGRESS: at 82.23% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:51,004 : INFO : EPOCH 4 - PROGRESS: at 82.35% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:52,028 : INFO : EPOCH 4 - PROGRESS: at 82.48% examples, 224221 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:53,044 : INFO : EPOCH 4 - PROGRESS: at 82.61% examples, 224228 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:54,084 : INFO : EPOCH 4 - PROGRESS: at 82.72% examples, 224218 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:55,154 : INFO : EPOCH 4 - PROGRESS: at 82.85% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:56,222 : INFO : EPOCH 4 - PROGRESS: at 82.97% examples, 224219 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:57,226 : INFO : EPOCH 4 - PROGRESS: at 83.07% examples, 224226 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:58,232 : INFO : EPOCH 4 - PROGRESS: at 83.19% examples, 224221 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:16:59,266 : INFO : EPOCH 4 - PROGRESS: at 83.34% examples, 224221 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:00,287 : INFO : EPOCH 4 - PROGRESS: at 83.46% examples, 224227 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:01,323 : INFO : EPOCH 4 - PROGRESS: at 83.58% examples, 224219 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:02,357 : INFO : EPOCH 4 - PROGRESS: at 83.71% examples, 224219 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:03,425 : INFO : EPOCH 4 - PROGRESS: at 83.84% examples, 224220 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:04,462 : INFO : EPOCH 4 - PROGRESS: at 83.98% examples, 224222 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:05,486 : INFO : EPOCH 4 - PROGRESS: at 84.11% examples, 224219 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:06,487 : INFO : EPOCH 4 - PROGRESS: at 84.24% examples, 224230 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:07,488 : INFO : EPOCH 4 - PROGRESS: at 84.36% examples, 224234 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:08,501 : INFO : EPOCH 4 - PROGRESS: at 84.47% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:09,548 : INFO : EPOCH 4 - PROGRESS: at 84.59% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:10,564 : INFO : EPOCH 4 - PROGRESS: at 84.71% examples, 224225 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:11,566 : INFO : EPOCH 4 - PROGRESS: at 84.82% examples, 224233 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:12,601 : INFO : EPOCH 4 - PROGRESS: at 84.93% examples, 224226 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:13,639 : INFO : EPOCH 4 - PROGRESS: at 85.05% examples, 224225 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:14,679 : INFO : EPOCH 4 - PROGRESS: at 85.15% examples, 224225 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:15,689 : INFO : EPOCH 4 - PROGRESS: at 85.28% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:16,717 : INFO : EPOCH 4 - PROGRESS: at 85.40% examples, 224222 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:17,729 : INFO : EPOCH 4 - PROGRESS: at 85.50% examples, 224228 words/s, in_qsize 6, out_qsize 1
2020-07-16 14:17:18,772 : INFO : EPOCH 4 - PROGRESS: at 85.62% examples, 224220 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:19,807 : INFO : EPOCH 4 - PROGRESS: at 85.75% examples, 224221 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:20,838 : INFO : EPOCH 4 - PROGRESS: at 85.86% examples, 224225 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:21,867 : INFO : EPOCH 4 - PROGRESS: at 85.98% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:22,882 : INFO : EPOCH 4 - PROGRESS: at 86.12% examples, 224239 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:23,896 : INFO : EPOCH 4 - PROGRESS: at 86.24% examples, 224240 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:24,978 : INFO : EPOCH 4 - PROGRESS: at 86.35% examples, 224226 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:25,985 : INFO : EPOCH 4 - PROGRESS: at 86.48% examples, 224227 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:27,037 : INFO : EPOCH 4 - PROGRESS: at 86.62% examples, 224234 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:28,041 : INFO : EPOCH 4 - PROGRESS: at 86.75% examples, 224233 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:29,048 : INFO : EPOCH 4 - PROGRESS: at 86.87% examples, 224223 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:30,114 : INFO : EPOCH 4 - PROGRESS: at 86.99% examples, 224223 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:31,132 : INFO : EPOCH 4 - PROGRESS: at 87.12% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:32,150 : INFO : EPOCH 4 - PROGRESS: at 87.25% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:33,199 : INFO : EPOCH 4 - PROGRESS: at 87.38% examples, 224236 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:34,231 : INFO : EPOCH 4 - PROGRESS: at 87.51% examples, 224234 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:35,235 : INFO : EPOCH 4 - PROGRESS: at 87.63% examples, 224242 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:36,272 : INFO : EPOCH 4 - PROGRESS: at 87.77% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:37,342 : INFO : EPOCH 4 - PROGRESS: at 87.90% examples, 224233 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:38,342 : INFO : EPOCH 4 - PROGRESS: at 88.00% examples, 224248 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:39,376 : INFO : EPOCH 4 - PROGRESS: at 88.13% examples, 224241 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:40,399 : INFO : EPOCH 4 - PROGRESS: at 88.26% examples, 224245 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:41,417 : INFO : EPOCH 4 - PROGRESS: at 88.39% examples, 224243 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:42,452 : INFO : EPOCH 4 - PROGRESS: at 88.51% examples, 224238 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:43,486 : INFO : EPOCH 4 - PROGRESS: at 88.64% examples, 224244 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:44,521 : INFO : EPOCH 4 - PROGRESS: at 88.77% examples, 224245 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:45,552 : INFO : EPOCH 4 - PROGRESS: at 88.90% examples, 224246 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:46,553 : INFO : EPOCH 4 - PROGRESS: at 89.02% examples, 224260 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:47,558 : INFO : EPOCH 4 - PROGRESS: at 89.12% examples, 224244 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:48,563 : INFO : EPOCH 4 - PROGRESS: at 89.26% examples, 224249 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:49,570 : INFO : EPOCH 4 - PROGRESS: at 89.40% examples, 224250 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:50,589 : INFO : EPOCH 4 - PROGRESS: at 89.51% examples, 224254 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:51,623 : INFO : EPOCH 4 - PROGRESS: at 89.63% examples, 224247 words/s, in_qsize 7, out_qsize 1
2020-07-16 14:17:52,624 : INFO : EPOCH 4 - PROGRESS: at 89.76% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:53,642 : INFO : EPOCH 4 - PROGRESS: at 89.88% examples, 224255 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:54,661 : INFO : EPOCH 4 - PROGRESS: at 90.01% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:55,688 : INFO : EPOCH 4 - PROGRESS: at 90.12% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:56,693 : INFO : EPOCH 4 - PROGRESS: at 90.23% examples, 224258 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:57,714 : INFO : EPOCH 4 - PROGRESS: at 90.34% examples, 224243 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:58,720 : INFO : EPOCH 4 - PROGRESS: at 90.47% examples, 224252 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:17:59,748 : INFO : EPOCH 4 - PROGRESS: at 90.60% examples, 224257 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:00,765 : INFO : EPOCH 4 - PROGRESS: at 90.73% examples, 224250 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:01,782 : INFO : EPOCH 4 - PROGRESS: at 90.83% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:02,807 : INFO : EPOCH 4 - PROGRESS: at 90.95% examples, 224248 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:03,837 : INFO : EPOCH 4 - PROGRESS: at 91.07% examples, 224249 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:04,863 : INFO : EPOCH 4 - PROGRESS: at 91.18% examples, 224251 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:05,905 : INFO : EPOCH 4 - PROGRESS: at 91.31% examples, 224255 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:06,921 : INFO : EPOCH 4 - PROGRESS: at 91.42% examples, 224264 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:07,925 : INFO : EPOCH 4 - PROGRESS: at 91.56% examples, 224251 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:08,957 : INFO : EPOCH 4 - PROGRESS: at 91.68% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:09,959 : INFO : EPOCH 4 - PROGRESS: at 91.81% examples, 224258 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:10,975 : INFO : EPOCH 4 - PROGRESS: at 91.92% examples, 224252 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:12,025 : INFO : EPOCH 4 - PROGRESS: at 92.05% examples, 224256 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:13,054 : INFO : EPOCH 4 - PROGRESS: at 92.17% examples, 224254 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:14,100 : INFO : EPOCH 4 - PROGRESS: at 92.30% examples, 224257 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:15,141 : INFO : EPOCH 4 - PROGRESS: at 92.44% examples, 224257 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:16,205 : INFO : EPOCH 4 - PROGRESS: at 92.57% examples, 224257 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:17,206 : INFO : EPOCH 4 - PROGRESS: at 92.70% examples, 224258 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:18,210 : INFO : EPOCH 4 - PROGRESS: at 92.82% examples, 224268 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:19,235 : INFO : EPOCH 4 - PROGRESS: at 92.94% examples, 224257 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:20,251 : INFO : EPOCH 4 - PROGRESS: at 93.07% examples, 224268 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:21,268 : INFO : EPOCH 4 - PROGRESS: at 93.18% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:22,273 : INFO : EPOCH 4 - PROGRESS: at 93.29% examples, 224258 words/s, in_qsize 8, out_qsize 1
2020-07-16 14:18:23,288 : INFO : EPOCH 4 - PROGRESS: at 93.41% examples, 224264 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:24,302 : INFO : EPOCH 4 - PROGRESS: at 93.55% examples, 224265 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:25,324 : INFO : EPOCH 4 - PROGRESS: at 93.67% examples, 224271 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:26,380 : INFO : EPOCH 4 - PROGRESS: at 93.79% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:27,383 : INFO : EPOCH 4 - PROGRESS: at 93.90% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:28,447 : INFO : EPOCH 4 - PROGRESS: at 94.03% examples, 224268 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:29,491 : INFO : EPOCH 4 - PROGRESS: at 94.15% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:30,507 : INFO : EPOCH 4 - PROGRESS: at 94.27% examples, 224281 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:31,522 : INFO : EPOCH 4 - PROGRESS: at 94.39% examples, 224274 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:32,547 : INFO : EPOCH 4 - PROGRESS: at 94.50% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:33,548 : INFO : EPOCH 4 - PROGRESS: at 94.61% examples, 224272 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:34,555 : INFO : EPOCH 4 - PROGRESS: at 94.73% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:35,584 : INFO : EPOCH 4 - PROGRESS: at 94.85% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:36,603 : INFO : EPOCH 4 - PROGRESS: at 94.97% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:37,655 : INFO : EPOCH 4 - PROGRESS: at 95.10% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:38,716 : INFO : EPOCH 4 - PROGRESS: at 95.25% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:39,723 : INFO : EPOCH 4 - PROGRESS: at 95.35% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:40,737 : INFO : EPOCH 4 - PROGRESS: at 95.49% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:41,760 : INFO : EPOCH 4 - PROGRESS: at 95.58% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:42,775 : INFO : EPOCH 4 - PROGRESS: at 95.71% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:43,788 : INFO : EPOCH 4 - PROGRESS: at 95.84% examples, 224285 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:44,842 : INFO : EPOCH 4 - PROGRESS: at 95.95% examples, 224278 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:45,901 : INFO : EPOCH 4 - PROGRESS: at 96.07% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:46,905 : INFO : EPOCH 4 - PROGRESS: at 96.17% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:47,907 : INFO : EPOCH 4 - PROGRESS: at 96.28% examples, 224287 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:48,975 : INFO : EPOCH 4 - PROGRESS: at 96.42% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:50,003 : INFO : EPOCH 4 - PROGRESS: at 96.55% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:51,003 : INFO : EPOCH 4 - PROGRESS: at 96.69% examples, 224291 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:52,040 : INFO : EPOCH 4 - PROGRESS: at 96.82% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:53,060 : INFO : EPOCH 4 - PROGRESS: at 96.97% examples, 224295 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:54,061 : INFO : EPOCH 4 - PROGRESS: at 97.09% examples, 224296 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:55,063 : INFO : EPOCH 4 - PROGRESS: at 97.22% examples, 224278 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:56,093 : INFO : EPOCH 4 - PROGRESS: at 97.34% examples, 224281 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:57,132 : INFO : EPOCH 4 - PROGRESS: at 97.48% examples, 224278 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:58,214 : INFO : EPOCH 4 - PROGRESS: at 97.61% examples, 224279 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:18:59,250 : INFO : EPOCH 4 - PROGRESS: at 97.73% examples, 224281 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:00,256 : INFO : EPOCH 4 - PROGRESS: at 97.86% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:01,263 : INFO : EPOCH 4 - PROGRESS: at 97.98% examples, 224293 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:02,268 : INFO : EPOCH 4 - PROGRESS: at 98.10% examples, 224281 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:03,298 : INFO : EPOCH 4 - PROGRESS: at 98.24% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:04,326 : INFO : EPOCH 4 - PROGRESS: at 98.39% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:05,369 : INFO : EPOCH 4 - PROGRESS: at 98.51% examples, 224279 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:06,416 : INFO : EPOCH 4 - PROGRESS: at 98.63% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:07,458 : INFO : EPOCH 4 - PROGRESS: at 98.74% examples, 224292 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:08,489 : INFO : EPOCH 4 - PROGRESS: at 98.88% examples, 224287 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:09,515 : INFO : EPOCH 4 - PROGRESS: at 99.00% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:10,533 : INFO : EPOCH 4 - PROGRESS: at 99.11% examples, 224292 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:11,538 : INFO : EPOCH 4 - PROGRESS: at 99.25% examples, 224285 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:12,590 : INFO : EPOCH 4 - PROGRESS: at 99.37% examples, 224281 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:13,597 : INFO : EPOCH 4 - PROGRESS: at 99.49% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:14,611 : INFO : EPOCH 4 - PROGRESS: at 99.60% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:15,622 : INFO : EPOCH 4 - PROGRESS: at 99.73% examples, 224296 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:16,628 : INFO : EPOCH 4 - PROGRESS: at 99.86% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:17,633 : INFO : EPOCH 4 - PROGRESS: at 99.98% examples, 224292 words/s, in_qsize 6, out_qsize 0
2020-07-16 14:19:17,716 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 14:19:17,736 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 14:19:17,749 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 14:19:17,760 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 14:19:17,761 : INFO : EPOCH - 4 : training on 246540407 raw words (186692650 effective words) took 832.3s, 224304 effective words/s
2020-07-16 14:19:18,768 : INFO : EPOCH 5 - PROGRESS: at 0.12% examples, 208455 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:19,815 : INFO : EPOCH 5 - PROGRESS: at 0.27% examples, 216957 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:20,823 : INFO : EPOCH 5 - PROGRESS: at 0.40% examples, 221545 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:21,831 : INFO : EPOCH 5 - PROGRESS: at 0.53% examples, 221825 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:22,880 : INFO : EPOCH 5 - PROGRESS: at 0.64% examples, 220870 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:23,892 : INFO : EPOCH 5 - PROGRESS: at 0.76% examples, 221878 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:24,911 : INFO : EPOCH 5 - PROGRESS: at 0.89% examples, 223073 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:25,928 : INFO : EPOCH 5 - PROGRESS: at 1.01% examples, 223542 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:26,962 : INFO : EPOCH 5 - PROGRESS: at 1.11% examples, 222964 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:28,004 : INFO : EPOCH 5 - PROGRESS: at 1.24% examples, 223589 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:29,031 : INFO : EPOCH 5 - PROGRESS: at 1.35% examples, 223500 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:30,088 : INFO : EPOCH 5 - PROGRESS: at 1.49% examples, 223804 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:31,101 : INFO : EPOCH 5 - PROGRESS: at 1.61% examples, 223849 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:32,127 : INFO : EPOCH 5 - PROGRESS: at 1.74% examples, 223806 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:33,163 : INFO : EPOCH 5 - PROGRESS: at 1.87% examples, 223548 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:34,184 : INFO : EPOCH 5 - PROGRESS: at 2.00% examples, 223806 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:35,216 : INFO : EPOCH 5 - PROGRESS: at 2.12% examples, 224034 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:36,293 : INFO : EPOCH 5 - PROGRESS: at 2.23% examples, 223797 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:37,301 : INFO : EPOCH 5 - PROGRESS: at 2.35% examples, 223750 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:38,321 : INFO : EPOCH 5 - PROGRESS: at 2.46% examples, 223565 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:39,328 : INFO : EPOCH 5 - PROGRESS: at 2.58% examples, 223360 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:40,376 : INFO : EPOCH 5 - PROGRESS: at 2.70% examples, 222593 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:41,397 : INFO : EPOCH 5 - PROGRESS: at 2.80% examples, 220955 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:42,436 : INFO : EPOCH 5 - PROGRESS: at 2.92% examples, 220581 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:43,467 : INFO : EPOCH 5 - PROGRESS: at 3.05% examples, 220672 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:44,501 : INFO : EPOCH 5 - PROGRESS: at 3.16% examples, 220915 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:45,510 : INFO : EPOCH 5 - PROGRESS: at 3.29% examples, 221306 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:46,536 : INFO : EPOCH 5 - PROGRESS: at 3.40% examples, 221191 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:47,539 : INFO : EPOCH 5 - PROGRESS: at 3.51% examples, 221304 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:48,543 : INFO : EPOCH 5 - PROGRESS: at 3.64% examples, 221270 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:49,572 : INFO : EPOCH 5 - PROGRESS: at 3.78% examples, 221540 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:50,572 : INFO : EPOCH 5 - PROGRESS: at 3.91% examples, 221805 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:51,573 : INFO : EPOCH 5 - PROGRESS: at 4.02% examples, 221858 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:52,581 : INFO : EPOCH 5 - PROGRESS: at 4.13% examples, 221927 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:53,595 : INFO : EPOCH 5 - PROGRESS: at 4.24% examples, 221996 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:54,673 : INFO : EPOCH 5 - PROGRESS: at 4.37% examples, 221954 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:55,691 : INFO : EPOCH 5 - PROGRESS: at 4.48% examples, 222082 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:56,713 : INFO : EPOCH 5 - PROGRESS: at 4.62% examples, 222075 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:57,730 : INFO : EPOCH 5 - PROGRESS: at 4.73% examples, 222214 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:58,766 : INFO : EPOCH 5 - PROGRESS: at 4.86% examples, 222292 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:19:59,771 : INFO : EPOCH 5 - PROGRESS: at 4.98% examples, 222454 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:00,787 : INFO : EPOCH 5 - PROGRESS: at 5.09% examples, 222421 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:01,795 : INFO : EPOCH 5 - PROGRESS: at 5.22% examples, 222432 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:02,825 : INFO : EPOCH 5 - PROGRESS: at 5.33% examples, 222416 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:03,826 : INFO : EPOCH 5 - PROGRESS: at 5.44% examples, 222607 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:04,837 : INFO : EPOCH 5 - PROGRESS: at 5.57% examples, 222585 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:05,861 : INFO : EPOCH 5 - PROGRESS: at 5.71% examples, 222633 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:06,938 : INFO : EPOCH 5 - PROGRESS: at 5.85% examples, 222612 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:07,952 : INFO : EPOCH 5 - PROGRESS: at 5.96% examples, 222777 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:08,972 : INFO : EPOCH 5 - PROGRESS: at 6.09% examples, 222868 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:09,993 : INFO : EPOCH 5 - PROGRESS: at 6.21% examples, 222901 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:10,998 : INFO : EPOCH 5 - PROGRESS: at 6.34% examples, 222912 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:12,053 : INFO : EPOCH 5 - PROGRESS: at 6.45% examples, 222854 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:13,075 : INFO : EPOCH 5 - PROGRESS: at 6.57% examples, 222932 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:14,109 : INFO : EPOCH 5 - PROGRESS: at 6.68% examples, 222918 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:15,144 : INFO : EPOCH 5 - PROGRESS: at 6.80% examples, 222945 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:16,192 : INFO : EPOCH 5 - PROGRESS: at 6.92% examples, 222995 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:17,279 : INFO : EPOCH 5 - PROGRESS: at 7.05% examples, 222988 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:18,289 : INFO : EPOCH 5 - PROGRESS: at 7.20% examples, 223143 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:19,314 : INFO : EPOCH 5 - PROGRESS: at 7.33% examples, 223164 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:20,316 : INFO : EPOCH 5 - PROGRESS: at 7.46% examples, 223235 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:21,360 : INFO : EPOCH 5 - PROGRESS: at 7.59% examples, 223171 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:22,392 : INFO : EPOCH 5 - PROGRESS: at 7.71% examples, 223219 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:23,395 : INFO : EPOCH 5 - PROGRESS: at 7.82% examples, 223304 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:24,406 : INFO : EPOCH 5 - PROGRESS: at 7.94% examples, 223211 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:25,485 : INFO : EPOCH 5 - PROGRESS: at 8.05% examples, 223146 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:26,488 : INFO : EPOCH 5 - PROGRESS: at 8.17% examples, 223158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:27,535 : INFO : EPOCH 5 - PROGRESS: at 8.30% examples, 223197 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:28,587 : INFO : EPOCH 5 - PROGRESS: at 8.42% examples, 223333 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:29,615 : INFO : EPOCH 5 - PROGRESS: at 8.54% examples, 223298 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:30,639 : INFO : EPOCH 5 - PROGRESS: at 8.68% examples, 223385 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:31,751 : INFO : EPOCH 5 - PROGRESS: at 8.81% examples, 223276 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:32,777 : INFO : EPOCH 5 - PROGRESS: at 8.93% examples, 223325 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:33,803 : INFO : EPOCH 5 - PROGRESS: at 9.05% examples, 223476 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:34,816 : INFO : EPOCH 5 - PROGRESS: at 9.18% examples, 223461 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:35,821 : INFO : EPOCH 5 - PROGRESS: at 9.32% examples, 223508 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:36,836 : INFO : EPOCH 5 - PROGRESS: at 9.44% examples, 223512 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:37,851 : INFO : EPOCH 5 - PROGRESS: at 9.54% examples, 223419 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:38,861 : INFO : EPOCH 5 - PROGRESS: at 9.66% examples, 223543 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:39,894 : INFO : EPOCH 5 - PROGRESS: at 9.77% examples, 223597 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:40,922 : INFO : EPOCH 5 - PROGRESS: at 9.90% examples, 223609 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:41,931 : INFO : EPOCH 5 - PROGRESS: at 10.03% examples, 223648 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:42,933 : INFO : EPOCH 5 - PROGRESS: at 10.15% examples, 223596 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:43,935 : INFO : EPOCH 5 - PROGRESS: at 10.28% examples, 223658 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:44,951 : INFO : EPOCH 5 - PROGRESS: at 10.41% examples, 223655 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:45,959 : INFO : EPOCH 5 - PROGRESS: at 10.53% examples, 223766 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:46,975 : INFO : EPOCH 5 - PROGRESS: at 10.65% examples, 223648 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:47,993 : INFO : EPOCH 5 - PROGRESS: at 10.78% examples, 223712 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:49,052 : INFO : EPOCH 5 - PROGRESS: at 10.91% examples, 223685 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:50,122 : INFO : EPOCH 5 - PROGRESS: at 11.03% examples, 223688 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:51,151 : INFO : EPOCH 5 - PROGRESS: at 11.16% examples, 223762 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:52,217 : INFO : EPOCH 5 - PROGRESS: at 11.29% examples, 223751 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:53,227 : INFO : EPOCH 5 - PROGRESS: at 11.40% examples, 223719 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:54,246 : INFO : EPOCH 5 - PROGRESS: at 11.53% examples, 223861 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:55,269 : INFO : EPOCH 5 - PROGRESS: at 11.63% examples, 223786 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:56,280 : INFO : EPOCH 5 - PROGRESS: at 11.76% examples, 223795 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:57,305 : INFO : EPOCH 5 - PROGRESS: at 11.89% examples, 223812 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:58,309 : INFO : EPOCH 5 - PROGRESS: at 12.03% examples, 223875 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:20:59,365 : INFO : EPOCH 5 - PROGRESS: at 12.16% examples, 223838 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:00,385 : INFO : EPOCH 5 - PROGRESS: at 12.28% examples, 223869 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:01,446 : INFO : EPOCH 5 - PROGRESS: at 12.41% examples, 223820 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:02,467 : INFO : EPOCH 5 - PROGRESS: at 12.53% examples, 223916 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:03,477 : INFO : EPOCH 5 - PROGRESS: at 12.64% examples, 223923 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:04,497 : INFO : EPOCH 5 - PROGRESS: at 12.78% examples, 223876 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:05,528 : INFO : EPOCH 5 - PROGRESS: at 12.90% examples, 223847 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:06,578 : INFO : EPOCH 5 - PROGRESS: at 13.05% examples, 223884 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:07,618 : INFO : EPOCH 5 - PROGRESS: at 13.18% examples, 223932 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:08,623 : INFO : EPOCH 5 - PROGRESS: at 13.33% examples, 223947 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:09,629 : INFO : EPOCH 5 - PROGRESS: at 13.43% examples, 223941 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:10,658 : INFO : EPOCH 5 - PROGRESS: at 13.57% examples, 223913 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:11,690 : INFO : EPOCH 5 - PROGRESS: at 13.69% examples, 223932 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:12,694 : INFO : EPOCH 5 - PROGRESS: at 13.80% examples, 223917 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:13,738 : INFO : EPOCH 5 - PROGRESS: at 13.91% examples, 223926 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:14,750 : INFO : EPOCH 5 - PROGRESS: at 14.05% examples, 223976 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:15,820 : INFO : EPOCH 5 - PROGRESS: at 14.18% examples, 223925 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:16,855 : INFO : EPOCH 5 - PROGRESS: at 14.32% examples, 223975 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:17,886 : INFO : EPOCH 5 - PROGRESS: at 14.44% examples, 223973 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:18,891 : INFO : EPOCH 5 - PROGRESS: at 14.57% examples, 223984 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:19,906 : INFO : EPOCH 5 - PROGRESS: at 14.69% examples, 223988 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:20,948 : INFO : EPOCH 5 - PROGRESS: at 14.83% examples, 223987 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:21,961 : INFO : EPOCH 5 - PROGRESS: at 14.96% examples, 224021 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:22,970 : INFO : EPOCH 5 - PROGRESS: at 15.09% examples, 224038 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:24,015 : INFO : EPOCH 5 - PROGRESS: at 15.21% examples, 224004 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:25,036 : INFO : EPOCH 5 - PROGRESS: at 15.34% examples, 224060 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:26,039 : INFO : EPOCH 5 - PROGRESS: at 15.47% examples, 224080 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:27,046 : INFO : EPOCH 5 - PROGRESS: at 15.58% examples, 224068 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:28,053 : INFO : EPOCH 5 - PROGRESS: at 15.71% examples, 224090 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:29,121 : INFO : EPOCH 5 - PROGRESS: at 15.85% examples, 224032 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:30,135 : INFO : EPOCH 5 - PROGRESS: at 15.98% examples, 224103 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:31,172 : INFO : EPOCH 5 - PROGRESS: at 16.10% examples, 224030 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:32,180 : INFO : EPOCH 5 - PROGRESS: at 16.22% examples, 224125 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:33,235 : INFO : EPOCH 5 - PROGRESS: at 16.36% examples, 224083 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:34,250 : INFO : EPOCH 5 - PROGRESS: at 16.49% examples, 224045 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:35,253 : INFO : EPOCH 5 - PROGRESS: at 16.59% examples, 224048 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:36,290 : INFO : EPOCH 5 - PROGRESS: at 16.72% examples, 224107 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:37,297 : INFO : EPOCH 5 - PROGRESS: at 16.85% examples, 224090 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:38,297 : INFO : EPOCH 5 - PROGRESS: at 16.98% examples, 224096 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:39,341 : INFO : EPOCH 5 - PROGRESS: at 17.10% examples, 224135 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:40,343 : INFO : EPOCH 5 - PROGRESS: at 17.20% examples, 224179 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:41,354 : INFO : EPOCH 5 - PROGRESS: at 17.32% examples, 224169 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:42,401 : INFO : EPOCH 5 - PROGRESS: at 17.45% examples, 224166 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:43,402 : INFO : EPOCH 5 - PROGRESS: at 17.57% examples, 224158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:44,414 : INFO : EPOCH 5 - PROGRESS: at 17.68% examples, 224145 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:45,463 : INFO : EPOCH 5 - PROGRESS: at 17.81% examples, 224165 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:46,466 : INFO : EPOCH 5 - PROGRESS: at 17.93% examples, 224218 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:47,488 : INFO : EPOCH 5 - PROGRESS: at 18.06% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:48,526 : INFO : EPOCH 5 - PROGRESS: at 18.19% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:49,552 : INFO : EPOCH 5 - PROGRESS: at 18.31% examples, 224208 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:50,564 : INFO : EPOCH 5 - PROGRESS: at 18.43% examples, 224189 words/s, in_qsize 6, out_qsize 1
2020-07-16 14:21:51,585 : INFO : EPOCH 5 - PROGRESS: at 18.54% examples, 224174 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:52,600 : INFO : EPOCH 5 - PROGRESS: at 18.67% examples, 224189 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:53,628 : INFO : EPOCH 5 - PROGRESS: at 18.78% examples, 224192 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:54,652 : INFO : EPOCH 5 - PROGRESS: at 18.90% examples, 224218 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:55,673 : INFO : EPOCH 5 - PROGRESS: at 19.02% examples, 224252 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:56,704 : INFO : EPOCH 5 - PROGRESS: at 19.14% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:57,712 : INFO : EPOCH 5 - PROGRESS: at 19.27% examples, 224295 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:58,757 : INFO : EPOCH 5 - PROGRESS: at 19.39% examples, 224251 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:21:59,820 : INFO : EPOCH 5 - PROGRESS: at 19.52% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:00,822 : INFO : EPOCH 5 - PROGRESS: at 19.64% examples, 224258 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:01,932 : INFO : EPOCH 5 - PROGRESS: at 19.78% examples, 224210 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:02,944 : INFO : EPOCH 5 - PROGRESS: at 19.90% examples, 224263 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:03,985 : INFO : EPOCH 5 - PROGRESS: at 20.03% examples, 224251 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:05,008 : INFO : EPOCH 5 - PROGRESS: at 20.15% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:06,029 : INFO : EPOCH 5 - PROGRESS: at 20.28% examples, 224278 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:07,065 : INFO : EPOCH 5 - PROGRESS: at 20.39% examples, 224257 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:08,072 : INFO : EPOCH 5 - PROGRESS: at 20.52% examples, 224298 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:09,081 : INFO : EPOCH 5 - PROGRESS: at 20.65% examples, 224300 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:10,086 : INFO : EPOCH 5 - PROGRESS: at 20.78% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:11,096 : INFO : EPOCH 5 - PROGRESS: at 20.90% examples, 224332 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:12,151 : INFO : EPOCH 5 - PROGRESS: at 21.02% examples, 224292 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:13,158 : INFO : EPOCH 5 - PROGRESS: at 21.15% examples, 224279 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:14,159 : INFO : EPOCH 5 - PROGRESS: at 21.26% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:15,164 : INFO : EPOCH 5 - PROGRESS: at 21.39% examples, 224360 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:16,203 : INFO : EPOCH 5 - PROGRESS: at 21.52% examples, 224323 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:17,235 : INFO : EPOCH 5 - PROGRESS: at 21.64% examples, 224304 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:18,250 : INFO : EPOCH 5 - PROGRESS: at 21.75% examples, 224308 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:19,253 : INFO : EPOCH 5 - PROGRESS: at 21.87% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:20,270 : INFO : EPOCH 5 - PROGRESS: at 22.01% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:21,328 : INFO : EPOCH 5 - PROGRESS: at 22.15% examples, 224339 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:22,335 : INFO : EPOCH 5 - PROGRESS: at 22.28% examples, 224379 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:23,355 : INFO : EPOCH 5 - PROGRESS: at 22.38% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:24,370 : INFO : EPOCH 5 - PROGRESS: at 22.50% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:25,392 : INFO : EPOCH 5 - PROGRESS: at 22.61% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:26,413 : INFO : EPOCH 5 - PROGRESS: at 22.72% examples, 224381 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:27,442 : INFO : EPOCH 5 - PROGRESS: at 22.87% examples, 224391 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:28,530 : INFO : EPOCH 5 - PROGRESS: at 23.00% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:29,534 : INFO : EPOCH 5 - PROGRESS: at 23.12% examples, 224390 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:30,575 : INFO : EPOCH 5 - PROGRESS: at 23.24% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:31,614 : INFO : EPOCH 5 - PROGRESS: at 23.37% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:32,647 : INFO : EPOCH 5 - PROGRESS: at 23.49% examples, 224411 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:33,652 : INFO : EPOCH 5 - PROGRESS: at 23.61% examples, 224444 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:34,699 : INFO : EPOCH 5 - PROGRESS: at 23.75% examples, 224430 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:35,699 : INFO : EPOCH 5 - PROGRESS: at 23.88% examples, 224433 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:36,736 : INFO : EPOCH 5 - PROGRESS: at 24.01% examples, 224415 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:37,740 : INFO : EPOCH 5 - PROGRESS: at 24.13% examples, 224424 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:38,746 : INFO : EPOCH 5 - PROGRESS: at 24.25% examples, 224439 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:39,746 : INFO : EPOCH 5 - PROGRESS: at 24.37% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:40,760 : INFO : EPOCH 5 - PROGRESS: at 24.49% examples, 224468 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:41,817 : INFO : EPOCH 5 - PROGRESS: at 24.60% examples, 224456 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:42,836 : INFO : EPOCH 5 - PROGRESS: at 24.73% examples, 224436 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:43,841 : INFO : EPOCH 5 - PROGRESS: at 24.85% examples, 224496 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:44,860 : INFO : EPOCH 5 - PROGRESS: at 24.96% examples, 224485 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:45,878 : INFO : EPOCH 5 - PROGRESS: at 25.06% examples, 224421 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:46,910 : INFO : EPOCH 5 - PROGRESS: at 25.20% examples, 224454 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:47,948 : INFO : EPOCH 5 - PROGRESS: at 25.32% examples, 224447 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:48,989 : INFO : EPOCH 5 - PROGRESS: at 25.44% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:49,991 : INFO : EPOCH 5 - PROGRESS: at 25.56% examples, 224475 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:51,018 : INFO : EPOCH 5 - PROGRESS: at 25.67% examples, 224459 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:52,019 : INFO : EPOCH 5 - PROGRESS: at 25.79% examples, 224461 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:53,061 : INFO : EPOCH 5 - PROGRESS: at 25.90% examples, 224457 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:54,082 : INFO : EPOCH 5 - PROGRESS: at 26.04% examples, 224487 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:55,091 : INFO : EPOCH 5 - PROGRESS: at 26.17% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:56,099 : INFO : EPOCH 5 - PROGRESS: at 26.29% examples, 224500 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:57,102 : INFO : EPOCH 5 - PROGRESS: at 26.41% examples, 224481 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:58,145 : INFO : EPOCH 5 - PROGRESS: at 26.56% examples, 224498 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:22:59,168 : INFO : EPOCH 5 - PROGRESS: at 26.70% examples, 224513 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:00,180 : INFO : EPOCH 5 - PROGRESS: at 26.82% examples, 224514 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:01,201 : INFO : EPOCH 5 - PROGRESS: at 26.96% examples, 224504 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:02,240 : INFO : EPOCH 5 - PROGRESS: at 27.07% examples, 224517 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:03,250 : INFO : EPOCH 5 - PROGRESS: at 27.20% examples, 224532 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:04,282 : INFO : EPOCH 5 - PROGRESS: at 27.32% examples, 224498 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:05,299 : INFO : EPOCH 5 - PROGRESS: at 27.44% examples, 224503 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:06,318 : INFO : EPOCH 5 - PROGRESS: at 27.57% examples, 224508 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:07,337 : INFO : EPOCH 5 - PROGRESS: at 27.71% examples, 224512 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:08,342 : INFO : EPOCH 5 - PROGRESS: at 27.85% examples, 224540 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:09,354 : INFO : EPOCH 5 - PROGRESS: at 27.97% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:10,378 : INFO : EPOCH 5 - PROGRESS: at 28.11% examples, 224523 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:11,380 : INFO : EPOCH 5 - PROGRESS: at 28.24% examples, 224558 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:12,454 : INFO : EPOCH 5 - PROGRESS: at 28.35% examples, 224526 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:13,493 : INFO : EPOCH 5 - PROGRESS: at 28.47% examples, 224540 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:14,529 : INFO : EPOCH 5 - PROGRESS: at 28.61% examples, 224545 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:15,592 : INFO : EPOCH 5 - PROGRESS: at 28.75% examples, 224535 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:16,610 : INFO : EPOCH 5 - PROGRESS: at 28.88% examples, 224557 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:17,624 : INFO : EPOCH 5 - PROGRESS: at 29.02% examples, 224524 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:18,651 : INFO : EPOCH 5 - PROGRESS: at 29.15% examples, 224543 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:19,684 : INFO : EPOCH 5 - PROGRESS: at 29.27% examples, 224542 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:20,692 : INFO : EPOCH 5 - PROGRESS: at 29.39% examples, 224563 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:21,713 : INFO : EPOCH 5 - PROGRESS: at 29.51% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:22,753 : INFO : EPOCH 5 - PROGRESS: at 29.64% examples, 224564 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:23,796 : INFO : EPOCH 5 - PROGRESS: at 29.74% examples, 224544 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:24,826 : INFO : EPOCH 5 - PROGRESS: at 29.83% examples, 224542 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:25,902 : INFO : EPOCH 5 - PROGRESS: at 29.95% examples, 224523 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:26,919 : INFO : EPOCH 5 - PROGRESS: at 30.06% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:27,925 : INFO : EPOCH 5 - PROGRESS: at 30.19% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:28,951 : INFO : EPOCH 5 - PROGRESS: at 30.32% examples, 224571 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:29,958 : INFO : EPOCH 5 - PROGRESS: at 30.42% examples, 224556 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:30,975 : INFO : EPOCH 5 - PROGRESS: at 30.53% examples, 224572 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:32,014 : INFO : EPOCH 5 - PROGRESS: at 30.68% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:33,045 : INFO : EPOCH 5 - PROGRESS: at 30.80% examples, 224568 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:34,066 : INFO : EPOCH 5 - PROGRESS: at 30.92% examples, 224554 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:35,087 : INFO : EPOCH 5 - PROGRESS: at 31.05% examples, 224558 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:36,092 : INFO : EPOCH 5 - PROGRESS: at 31.17% examples, 224580 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:37,103 : INFO : EPOCH 5 - PROGRESS: at 31.29% examples, 224603 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:38,187 : INFO : EPOCH 5 - PROGRESS: at 31.41% examples, 224553 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:39,198 : INFO : EPOCH 5 - PROGRESS: at 31.55% examples, 224563 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:40,210 : INFO : EPOCH 5 - PROGRESS: at 31.67% examples, 224592 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:41,210 : INFO : EPOCH 5 - PROGRESS: at 31.79% examples, 224584 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:42,232 : INFO : EPOCH 5 - PROGRESS: at 31.90% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:43,243 : INFO : EPOCH 5 - PROGRESS: at 32.00% examples, 224598 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:44,263 : INFO : EPOCH 5 - PROGRESS: at 32.12% examples, 224590 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:45,264 : INFO : EPOCH 5 - PROGRESS: at 32.22% examples, 224608 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:46,323 : INFO : EPOCH 5 - PROGRESS: at 32.35% examples, 224588 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:47,399 : INFO : EPOCH 5 - PROGRESS: at 32.47% examples, 224560 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:48,464 : INFO : EPOCH 5 - PROGRESS: at 32.59% examples, 224587 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:49,479 : INFO : EPOCH 5 - PROGRESS: at 32.70% examples, 224593 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:50,519 : INFO : EPOCH 5 - PROGRESS: at 32.84% examples, 224586 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:51,575 : INFO : EPOCH 5 - PROGRESS: at 32.97% examples, 224598 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:52,592 : INFO : EPOCH 5 - PROGRESS: at 33.11% examples, 224608 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:53,645 : INFO : EPOCH 5 - PROGRESS: at 33.24% examples, 224607 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:54,696 : INFO : EPOCH 5 - PROGRESS: at 33.37% examples, 224613 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:55,787 : INFO : EPOCH 5 - PROGRESS: at 33.48% examples, 224594 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:56,816 : INFO : EPOCH 5 - PROGRESS: at 33.62% examples, 224624 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:57,842 : INFO : EPOCH 5 - PROGRESS: at 33.74% examples, 224635 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:58,859 : INFO : EPOCH 5 - PROGRESS: at 33.87% examples, 224614 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:23:59,876 : INFO : EPOCH 5 - PROGRESS: at 34.00% examples, 224608 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:00,915 : INFO : EPOCH 5 - PROGRESS: at 34.12% examples, 224631 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:01,953 : INFO : EPOCH 5 - PROGRESS: at 34.23% examples, 224616 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:02,989 : INFO : EPOCH 5 - PROGRESS: at 34.36% examples, 224627 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:04,017 : INFO : EPOCH 5 - PROGRESS: at 34.49% examples, 224613 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:05,021 : INFO : EPOCH 5 - PROGRESS: at 34.60% examples, 224623 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:06,023 : INFO : EPOCH 5 - PROGRESS: at 34.73% examples, 224660 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:07,044 : INFO : EPOCH 5 - PROGRESS: at 34.85% examples, 224627 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:08,061 : INFO : EPOCH 5 - PROGRESS: at 34.98% examples, 224590 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:09,062 : INFO : EPOCH 5 - PROGRESS: at 35.09% examples, 224582 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:10,074 : INFO : EPOCH 5 - PROGRESS: at 35.20% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:11,113 : INFO : EPOCH 5 - PROGRESS: at 35.31% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:12,135 : INFO : EPOCH 5 - PROGRESS: at 35.42% examples, 224338 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:13,155 : INFO : EPOCH 5 - PROGRESS: at 35.55% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:14,156 : INFO : EPOCH 5 - PROGRESS: at 35.66% examples, 224327 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:15,165 : INFO : EPOCH 5 - PROGRESS: at 35.78% examples, 224360 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:16,188 : INFO : EPOCH 5 - PROGRESS: at 35.88% examples, 224351 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:17,256 : INFO : EPOCH 5 - PROGRESS: at 36.01% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:18,273 : INFO : EPOCH 5 - PROGRESS: at 36.14% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:19,273 : INFO : EPOCH 5 - PROGRESS: at 36.26% examples, 224350 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:20,278 : INFO : EPOCH 5 - PROGRESS: at 36.38% examples, 224349 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:21,284 : INFO : EPOCH 5 - PROGRESS: at 36.49% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:22,289 : INFO : EPOCH 5 - PROGRESS: at 36.60% examples, 224332 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:23,347 : INFO : EPOCH 5 - PROGRESS: at 36.71% examples, 224345 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:24,348 : INFO : EPOCH 5 - PROGRESS: at 36.83% examples, 224365 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:25,356 : INFO : EPOCH 5 - PROGRESS: at 36.95% examples, 224369 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:26,406 : INFO : EPOCH 5 - PROGRESS: at 37.07% examples, 224367 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:27,414 : INFO : EPOCH 5 - PROGRESS: at 37.19% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:28,501 : INFO : EPOCH 5 - PROGRESS: at 37.33% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:29,517 : INFO : EPOCH 5 - PROGRESS: at 37.46% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:30,555 : INFO : EPOCH 5 - PROGRESS: at 37.59% examples, 224393 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:31,558 : INFO : EPOCH 5 - PROGRESS: at 37.71% examples, 224374 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:32,646 : INFO : EPOCH 5 - PROGRESS: at 37.85% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:33,654 : INFO : EPOCH 5 - PROGRESS: at 37.97% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:34,654 : INFO : EPOCH 5 - PROGRESS: at 38.09% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:35,721 : INFO : EPOCH 5 - PROGRESS: at 38.21% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:36,739 : INFO : EPOCH 5 - PROGRESS: at 38.33% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:37,765 : INFO : EPOCH 5 - PROGRESS: at 38.44% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:38,803 : INFO : EPOCH 5 - PROGRESS: at 38.56% examples, 224413 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:39,827 : INFO : EPOCH 5 - PROGRESS: at 38.68% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:40,894 : INFO : EPOCH 5 - PROGRESS: at 38.80% examples, 224417 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:41,901 : INFO : EPOCH 5 - PROGRESS: at 38.93% examples, 224415 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:42,907 : INFO : EPOCH 5 - PROGRESS: at 39.07% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:43,936 : INFO : EPOCH 5 - PROGRESS: at 39.19% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:44,947 : INFO : EPOCH 5 - PROGRESS: at 39.30% examples, 224408 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:45,953 : INFO : EPOCH 5 - PROGRESS: at 39.42% examples, 224431 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:46,987 : INFO : EPOCH 5 - PROGRESS: at 39.54% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:48,006 : INFO : EPOCH 5 - PROGRESS: at 39.68% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:49,009 : INFO : EPOCH 5 - PROGRESS: at 39.80% examples, 224429 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:50,057 : INFO : EPOCH 5 - PROGRESS: at 39.92% examples, 224423 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:51,096 : INFO : EPOCH 5 - PROGRESS: at 40.04% examples, 224426 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:52,100 : INFO : EPOCH 5 - PROGRESS: at 40.16% examples, 224429 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:53,104 : INFO : EPOCH 5 - PROGRESS: at 40.27% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:54,114 : INFO : EPOCH 5 - PROGRESS: at 40.40% examples, 224463 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:55,131 : INFO : EPOCH 5 - PROGRESS: at 40.51% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:56,142 : INFO : EPOCH 5 - PROGRESS: at 40.63% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:57,149 : INFO : EPOCH 5 - PROGRESS: at 40.76% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:58,161 : INFO : EPOCH 5 - PROGRESS: at 40.88% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:24:59,167 : INFO : EPOCH 5 - PROGRESS: at 41.01% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:00,171 : INFO : EPOCH 5 - PROGRESS: at 41.13% examples, 224474 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:01,219 : INFO : EPOCH 5 - PROGRESS: at 41.24% examples, 224448 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:02,220 : INFO : EPOCH 5 - PROGRESS: at 41.35% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:03,232 : INFO : EPOCH 5 - PROGRESS: at 41.45% examples, 224422 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:04,245 : INFO : EPOCH 5 - PROGRESS: at 41.57% examples, 224433 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:05,272 : INFO : EPOCH 5 - PROGRESS: at 41.69% examples, 224424 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:06,278 : INFO : EPOCH 5 - PROGRESS: at 41.81% examples, 224432 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:07,338 : INFO : EPOCH 5 - PROGRESS: at 41.93% examples, 224409 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:08,357 : INFO : EPOCH 5 - PROGRESS: at 42.06% examples, 224432 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:09,361 : INFO : EPOCH 5 - PROGRESS: at 42.19% examples, 224468 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:10,362 : INFO : EPOCH 5 - PROGRESS: at 42.31% examples, 224439 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:11,407 : INFO : EPOCH 5 - PROGRESS: at 42.44% examples, 224427 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:12,416 : INFO : EPOCH 5 - PROGRESS: at 42.56% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:13,437 : INFO : EPOCH 5 - PROGRESS: at 42.70% examples, 224463 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:14,538 : INFO : EPOCH 5 - PROGRESS: at 42.82% examples, 224432 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:15,562 : INFO : EPOCH 5 - PROGRESS: at 42.95% examples, 224461 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:16,569 : INFO : EPOCH 5 - PROGRESS: at 43.06% examples, 224463 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:17,571 : INFO : EPOCH 5 - PROGRESS: at 43.17% examples, 224456 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:18,576 : INFO : EPOCH 5 - PROGRESS: at 43.28% examples, 224445 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:19,597 : INFO : EPOCH 5 - PROGRESS: at 43.42% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:20,610 : INFO : EPOCH 5 - PROGRESS: at 43.55% examples, 224456 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:21,625 : INFO : EPOCH 5 - PROGRESS: at 43.65% examples, 224430 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:22,670 : INFO : EPOCH 5 - PROGRESS: at 43.77% examples, 224458 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:23,693 : INFO : EPOCH 5 - PROGRESS: at 43.91% examples, 224445 words/s, in_qsize 8, out_qsize 1
2020-07-16 14:25:24,707 : INFO : EPOCH 5 - PROGRESS: at 44.02% examples, 224468 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:25,721 : INFO : EPOCH 5 - PROGRESS: at 44.15% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:26,758 : INFO : EPOCH 5 - PROGRESS: at 44.29% examples, 224461 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:27,774 : INFO : EPOCH 5 - PROGRESS: at 44.40% examples, 224449 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:28,775 : INFO : EPOCH 5 - PROGRESS: at 44.53% examples, 224457 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:29,824 : INFO : EPOCH 5 - PROGRESS: at 44.65% examples, 224447 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:30,825 : INFO : EPOCH 5 - PROGRESS: at 44.78% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:31,834 : INFO : EPOCH 5 - PROGRESS: at 44.92% examples, 224462 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:32,843 : INFO : EPOCH 5 - PROGRESS: at 45.04% examples, 224483 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:33,903 : INFO : EPOCH 5 - PROGRESS: at 45.16% examples, 224454 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:34,916 : INFO : EPOCH 5 - PROGRESS: at 45.30% examples, 224473 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:35,949 : INFO : EPOCH 5 - PROGRESS: at 45.40% examples, 224454 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:36,980 : INFO : EPOCH 5 - PROGRESS: at 45.53% examples, 224465 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:37,999 : INFO : EPOCH 5 - PROGRESS: at 45.65% examples, 224487 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:39,013 : INFO : EPOCH 5 - PROGRESS: at 45.76% examples, 224490 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:40,066 : INFO : EPOCH 5 - PROGRESS: at 45.89% examples, 224468 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:41,077 : INFO : EPOCH 5 - PROGRESS: at 46.00% examples, 224473 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:42,085 : INFO : EPOCH 5 - PROGRESS: at 46.12% examples, 224479 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:43,097 : INFO : EPOCH 5 - PROGRESS: at 46.24% examples, 224494 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:44,114 : INFO : EPOCH 5 - PROGRESS: at 46.34% examples, 224468 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:45,164 : INFO : EPOCH 5 - PROGRESS: at 46.47% examples, 224485 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:46,186 : INFO : EPOCH 5 - PROGRESS: at 46.60% examples, 224492 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:47,234 : INFO : EPOCH 5 - PROGRESS: at 46.73% examples, 224491 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:48,239 : INFO : EPOCH 5 - PROGRESS: at 46.84% examples, 224496 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:49,279 : INFO : EPOCH 5 - PROGRESS: at 46.96% examples, 224477 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:50,279 : INFO : EPOCH 5 - PROGRESS: at 47.08% examples, 224503 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:51,287 : INFO : EPOCH 5 - PROGRESS: at 47.19% examples, 224494 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:52,330 : INFO : EPOCH 5 - PROGRESS: at 47.31% examples, 224488 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:53,336 : INFO : EPOCH 5 - PROGRESS: at 47.43% examples, 224493 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:54,339 : INFO : EPOCH 5 - PROGRESS: at 47.55% examples, 224488 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:55,394 : INFO : EPOCH 5 - PROGRESS: at 47.67% examples, 224482 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:56,398 : INFO : EPOCH 5 - PROGRESS: at 47.82% examples, 224504 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:57,409 : INFO : EPOCH 5 - PROGRESS: at 47.95% examples, 224490 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:58,429 : INFO : EPOCH 5 - PROGRESS: at 48.09% examples, 224494 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:25:59,473 : INFO : EPOCH 5 - PROGRESS: at 48.21% examples, 224486 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:00,504 : INFO : EPOCH 5 - PROGRESS: at 48.34% examples, 224489 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:01,505 : INFO : EPOCH 5 - PROGRESS: at 48.48% examples, 224488 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:02,555 : INFO : EPOCH 5 - PROGRESS: at 48.61% examples, 224493 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:03,575 : INFO : EPOCH 5 - PROGRESS: at 48.74% examples, 224504 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:04,601 : INFO : EPOCH 5 - PROGRESS: at 48.85% examples, 224508 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:05,604 : INFO : EPOCH 5 - PROGRESS: at 48.97% examples, 224505 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:06,609 : INFO : EPOCH 5 - PROGRESS: at 49.10% examples, 224497 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:07,643 : INFO : EPOCH 5 - PROGRESS: at 49.23% examples, 224497 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:08,663 : INFO : EPOCH 5 - PROGRESS: at 49.33% examples, 224492 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:09,690 : INFO : EPOCH 5 - PROGRESS: at 49.48% examples, 224502 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:10,720 : INFO : EPOCH 5 - PROGRESS: at 49.60% examples, 224493 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:11,728 : INFO : EPOCH 5 - PROGRESS: at 49.71% examples, 224497 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:12,746 : INFO : EPOCH 5 - PROGRESS: at 49.84% examples, 224512 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:13,792 : INFO : EPOCH 5 - PROGRESS: at 49.96% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:14,808 : INFO : EPOCH 5 - PROGRESS: at 50.08% examples, 224504 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:15,810 : INFO : EPOCH 5 - PROGRESS: at 50.19% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:16,857 : INFO : EPOCH 5 - PROGRESS: at 50.32% examples, 224496 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:17,858 : INFO : EPOCH 5 - PROGRESS: at 50.44% examples, 224510 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:18,899 : INFO : EPOCH 5 - PROGRESS: at 50.55% examples, 224491 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:19,962 : INFO : EPOCH 5 - PROGRESS: at 50.70% examples, 224512 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:21,005 : INFO : EPOCH 5 - PROGRESS: at 50.84% examples, 224516 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:22,009 : INFO : EPOCH 5 - PROGRESS: at 50.96% examples, 224520 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:23,040 : INFO : EPOCH 5 - PROGRESS: at 51.08% examples, 224524 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:24,141 : INFO : EPOCH 5 - PROGRESS: at 51.21% examples, 224501 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:25,152 : INFO : EPOCH 5 - PROGRESS: at 51.35% examples, 224518 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:26,168 : INFO : EPOCH 5 - PROGRESS: at 51.47% examples, 224500 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:27,177 : INFO : EPOCH 5 - PROGRESS: at 51.61% examples, 224511 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:28,217 : INFO : EPOCH 5 - PROGRESS: at 51.72% examples, 224501 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:29,250 : INFO : EPOCH 5 - PROGRESS: at 51.85% examples, 224517 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:30,280 : INFO : EPOCH 5 - PROGRESS: at 51.97% examples, 224511 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:31,344 : INFO : EPOCH 5 - PROGRESS: at 52.08% examples, 224512 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:32,353 : INFO : EPOCH 5 - PROGRESS: at 52.22% examples, 224527 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:33,387 : INFO : EPOCH 5 - PROGRESS: at 52.35% examples, 224527 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:34,405 : INFO : EPOCH 5 - PROGRESS: at 52.47% examples, 224530 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:35,407 : INFO : EPOCH 5 - PROGRESS: at 52.58% examples, 224535 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:36,419 : INFO : EPOCH 5 - PROGRESS: at 52.69% examples, 224518 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:37,464 : INFO : EPOCH 5 - PROGRESS: at 52.83% examples, 224514 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:38,505 : INFO : EPOCH 5 - PROGRESS: at 52.96% examples, 224518 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:39,513 : INFO : EPOCH 5 - PROGRESS: at 53.08% examples, 224532 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:40,529 : INFO : EPOCH 5 - PROGRESS: at 53.19% examples, 224514 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:41,548 : INFO : EPOCH 5 - PROGRESS: at 53.30% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:42,553 : INFO : EPOCH 5 - PROGRESS: at 53.44% examples, 224541 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:43,569 : INFO : EPOCH 5 - PROGRESS: at 53.57% examples, 224531 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:44,582 : INFO : EPOCH 5 - PROGRESS: at 53.67% examples, 224526 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:45,587 : INFO : EPOCH 5 - PROGRESS: at 53.79% examples, 224543 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:46,651 : INFO : EPOCH 5 - PROGRESS: at 53.91% examples, 224526 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:47,678 : INFO : EPOCH 5 - PROGRESS: at 54.04% examples, 224532 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:48,703 : INFO : EPOCH 5 - PROGRESS: at 54.15% examples, 224516 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:49,724 : INFO : EPOCH 5 - PROGRESS: at 54.26% examples, 224542 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:50,752 : INFO : EPOCH 5 - PROGRESS: at 54.38% examples, 224540 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:51,813 : INFO : EPOCH 5 - PROGRESS: at 54.51% examples, 224545 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:52,841 : INFO : EPOCH 5 - PROGRESS: at 54.62% examples, 224536 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:53,859 : INFO : EPOCH 5 - PROGRESS: at 54.73% examples, 224549 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:54,908 : INFO : EPOCH 5 - PROGRESS: at 54.85% examples, 224529 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:55,909 : INFO : EPOCH 5 - PROGRESS: at 54.97% examples, 224543 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:56,924 : INFO : EPOCH 5 - PROGRESS: at 55.11% examples, 224540 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:57,925 : INFO : EPOCH 5 - PROGRESS: at 55.23% examples, 224544 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:58,929 : INFO : EPOCH 5 - PROGRESS: at 55.37% examples, 224562 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:26:59,932 : INFO : EPOCH 5 - PROGRESS: at 55.48% examples, 224549 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:00,955 : INFO : EPOCH 5 - PROGRESS: at 55.57% examples, 224544 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:01,969 : INFO : EPOCH 5 - PROGRESS: at 55.69% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:02,970 : INFO : EPOCH 5 - PROGRESS: at 55.81% examples, 224556 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:03,988 : INFO : EPOCH 5 - PROGRESS: at 55.95% examples, 224545 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:04,988 : INFO : EPOCH 5 - PROGRESS: at 56.07% examples, 224552 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:06,025 : INFO : EPOCH 5 - PROGRESS: at 56.21% examples, 224551 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:07,033 : INFO : EPOCH 5 - PROGRESS: at 56.32% examples, 224555 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:08,033 : INFO : EPOCH 5 - PROGRESS: at 56.43% examples, 224550 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:09,117 : INFO : EPOCH 5 - PROGRESS: at 56.55% examples, 224544 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:10,137 : INFO : EPOCH 5 - PROGRESS: at 56.68% examples, 224566 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:11,202 : INFO : EPOCH 5 - PROGRESS: at 56.81% examples, 224545 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:12,230 : INFO : EPOCH 5 - PROGRESS: at 56.94% examples, 224559 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:13,289 : INFO : EPOCH 5 - PROGRESS: at 57.06% examples, 224552 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:14,339 : INFO : EPOCH 5 - PROGRESS: at 57.19% examples, 224547 words/s, in_qsize 6, out_qsize 1
2020-07-16 14:27:15,400 : INFO : EPOCH 5 - PROGRESS: at 57.30% examples, 224554 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:16,406 : INFO : EPOCH 5 - PROGRESS: at 57.43% examples, 224564 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:17,439 : INFO : EPOCH 5 - PROGRESS: at 57.55% examples, 224547 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:18,440 : INFO : EPOCH 5 - PROGRESS: at 57.68% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:19,471 : INFO : EPOCH 5 - PROGRESS: at 57.81% examples, 224564 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:20,480 : INFO : EPOCH 5 - PROGRESS: at 57.93% examples, 224578 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:21,491 : INFO : EPOCH 5 - PROGRESS: at 58.04% examples, 224574 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:22,529 : INFO : EPOCH 5 - PROGRESS: at 58.17% examples, 224563 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:23,595 : INFO : EPOCH 5 - PROGRESS: at 58.32% examples, 224568 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:24,606 : INFO : EPOCH 5 - PROGRESS: at 58.44% examples, 224574 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:25,621 : INFO : EPOCH 5 - PROGRESS: at 58.56% examples, 224576 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:26,621 : INFO : EPOCH 5 - PROGRESS: at 58.68% examples, 224575 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:27,621 : INFO : EPOCH 5 - PROGRESS: at 58.79% examples, 224586 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:28,667 : INFO : EPOCH 5 - PROGRESS: at 58.92% examples, 224582 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:29,670 : INFO : EPOCH 5 - PROGRESS: at 59.06% examples, 224578 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:30,679 : INFO : EPOCH 5 - PROGRESS: at 59.20% examples, 224598 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:31,709 : INFO : EPOCH 5 - PROGRESS: at 59.31% examples, 224576 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:32,759 : INFO : EPOCH 5 - PROGRESS: at 59.46% examples, 224580 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:33,797 : INFO : EPOCH 5 - PROGRESS: at 59.58% examples, 224586 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:34,815 : INFO : EPOCH 5 - PROGRESS: at 59.72% examples, 224584 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:35,865 : INFO : EPOCH 5 - PROGRESS: at 59.85% examples, 224581 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:36,881 : INFO : EPOCH 5 - PROGRESS: at 59.98% examples, 224586 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:37,926 : INFO : EPOCH 5 - PROGRESS: at 60.10% examples, 224585 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:38,965 : INFO : EPOCH 5 - PROGRESS: at 60.24% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:39,978 : INFO : EPOCH 5 - PROGRESS: at 60.36% examples, 224608 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:40,982 : INFO : EPOCH 5 - PROGRESS: at 60.48% examples, 224603 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:41,995 : INFO : EPOCH 5 - PROGRESS: at 60.60% examples, 224602 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:43,038 : INFO : EPOCH 5 - PROGRESS: at 60.71% examples, 224588 words/s, in_qsize 8, out_qsize 2
2020-07-16 14:27:44,072 : INFO : EPOCH 5 - PROGRESS: at 60.86% examples, 224602 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:45,072 : INFO : EPOCH 5 - PROGRESS: at 60.98% examples, 224598 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:46,090 : INFO : EPOCH 5 - PROGRESS: at 61.11% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:47,096 : INFO : EPOCH 5 - PROGRESS: at 61.23% examples, 224618 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:48,120 : INFO : EPOCH 5 - PROGRESS: at 61.35% examples, 224598 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:49,165 : INFO : EPOCH 5 - PROGRESS: at 61.49% examples, 224598 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:50,204 : INFO : EPOCH 5 - PROGRESS: at 61.62% examples, 224612 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:51,254 : INFO : EPOCH 5 - PROGRESS: at 61.73% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:52,312 : INFO : EPOCH 5 - PROGRESS: at 61.85% examples, 224598 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:53,343 : INFO : EPOCH 5 - PROGRESS: at 61.98% examples, 224602 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:54,355 : INFO : EPOCH 5 - PROGRESS: at 62.11% examples, 224614 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:55,356 : INFO : EPOCH 5 - PROGRESS: at 62.22% examples, 224611 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:56,360 : INFO : EPOCH 5 - PROGRESS: at 62.35% examples, 224605 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:57,360 : INFO : EPOCH 5 - PROGRESS: at 62.47% examples, 224613 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:58,363 : INFO : EPOCH 5 - PROGRESS: at 62.60% examples, 224616 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:27:59,364 : INFO : EPOCH 5 - PROGRESS: at 62.70% examples, 224615 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:00,377 : INFO : EPOCH 5 - PROGRESS: at 62.81% examples, 224613 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:01,401 : INFO : EPOCH 5 - PROGRESS: at 62.94% examples, 224613 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:02,430 : INFO : EPOCH 5 - PROGRESS: at 63.05% examples, 224615 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:03,440 : INFO : EPOCH 5 - PROGRESS: at 63.18% examples, 224618 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:04,480 : INFO : EPOCH 5 - PROGRESS: at 63.28% examples, 224608 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:05,505 : INFO : EPOCH 5 - PROGRESS: at 63.41% examples, 224613 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:06,516 : INFO : EPOCH 5 - PROGRESS: at 63.53% examples, 224632 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:07,522 : INFO : EPOCH 5 - PROGRESS: at 63.65% examples, 224634 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:08,543 : INFO : EPOCH 5 - PROGRESS: at 63.79% examples, 224625 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:09,578 : INFO : EPOCH 5 - PROGRESS: at 63.91% examples, 224627 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:10,580 : INFO : EPOCH 5 - PROGRESS: at 64.05% examples, 224631 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:11,582 : INFO : EPOCH 5 - PROGRESS: at 64.16% examples, 224624 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:12,621 : INFO : EPOCH 5 - PROGRESS: at 64.29% examples, 224625 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:13,657 : INFO : EPOCH 5 - PROGRESS: at 64.43% examples, 224623 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:14,665 : INFO : EPOCH 5 - PROGRESS: at 64.55% examples, 224639 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:15,681 : INFO : EPOCH 5 - PROGRESS: at 64.68% examples, 224637 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:16,721 : INFO : EPOCH 5 - PROGRESS: at 64.80% examples, 224624 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:17,751 : INFO : EPOCH 5 - PROGRESS: at 64.93% examples, 224627 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:18,793 : INFO : EPOCH 5 - PROGRESS: at 65.07% examples, 224639 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:19,836 : INFO : EPOCH 5 - PROGRESS: at 65.20% examples, 224624 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:20,867 : INFO : EPOCH 5 - PROGRESS: at 65.31% examples, 224634 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:21,883 : INFO : EPOCH 5 - PROGRESS: at 65.44% examples, 224628 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:22,890 : INFO : EPOCH 5 - PROGRESS: at 65.58% examples, 224639 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:23,924 : INFO : EPOCH 5 - PROGRESS: at 65.71% examples, 224628 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:24,928 : INFO : EPOCH 5 - PROGRESS: at 65.84% examples, 224641 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:25,928 : INFO : EPOCH 5 - PROGRESS: at 65.95% examples, 224636 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:26,980 : INFO : EPOCH 5 - PROGRESS: at 66.07% examples, 224629 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:28,036 : INFO : EPOCH 5 - PROGRESS: at 66.18% examples, 224630 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:29,062 : INFO : EPOCH 5 - PROGRESS: at 66.32% examples, 224634 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:30,076 : INFO : EPOCH 5 - PROGRESS: at 66.44% examples, 224643 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:31,104 : INFO : EPOCH 5 - PROGRESS: at 66.56% examples, 224636 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:32,113 : INFO : EPOCH 5 - PROGRESS: at 66.70% examples, 224640 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:33,113 : INFO : EPOCH 5 - PROGRESS: at 66.83% examples, 224654 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:34,185 : INFO : EPOCH 5 - PROGRESS: at 66.96% examples, 224637 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:35,186 : INFO : EPOCH 5 - PROGRESS: at 67.08% examples, 224637 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:36,215 : INFO : EPOCH 5 - PROGRESS: at 67.21% examples, 224644 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:37,222 : INFO : EPOCH 5 - PROGRESS: at 67.34% examples, 224629 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:38,232 : INFO : EPOCH 5 - PROGRESS: at 67.46% examples, 224624 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:39,259 : INFO : EPOCH 5 - PROGRESS: at 67.60% examples, 224620 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:40,285 : INFO : EPOCH 5 - PROGRESS: at 67.72% examples, 224623 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:41,339 : INFO : EPOCH 5 - PROGRESS: at 67.84% examples, 224576 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:42,376 : INFO : EPOCH 5 - PROGRESS: at 67.96% examples, 224520 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:43,419 : INFO : EPOCH 5 - PROGRESS: at 68.08% examples, 224496 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:44,422 : INFO : EPOCH 5 - PROGRESS: at 68.20% examples, 224504 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:45,425 : INFO : EPOCH 5 - PROGRESS: at 68.34% examples, 224507 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:46,431 : INFO : EPOCH 5 - PROGRESS: at 68.47% examples, 224508 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:47,449 : INFO : EPOCH 5 - PROGRESS: at 68.59% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:48,451 : INFO : EPOCH 5 - PROGRESS: at 68.70% examples, 224515 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:49,451 : INFO : EPOCH 5 - PROGRESS: at 68.80% examples, 224501 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:50,480 : INFO : EPOCH 5 - PROGRESS: at 68.94% examples, 224497 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:51,511 : INFO : EPOCH 5 - PROGRESS: at 69.05% examples, 224508 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:52,532 : INFO : EPOCH 5 - PROGRESS: at 69.18% examples, 224510 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:53,542 : INFO : EPOCH 5 - PROGRESS: at 69.32% examples, 224518 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:54,605 : INFO : EPOCH 5 - PROGRESS: at 69.43% examples, 224501 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:55,607 : INFO : EPOCH 5 - PROGRESS: at 69.56% examples, 224502 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:56,625 : INFO : EPOCH 5 - PROGRESS: at 69.70% examples, 224507 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:57,693 : INFO : EPOCH 5 - PROGRESS: at 69.83% examples, 224505 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:58,699 : INFO : EPOCH 5 - PROGRESS: at 69.95% examples, 224507 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:28:59,699 : INFO : EPOCH 5 - PROGRESS: at 70.08% examples, 224515 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:00,765 : INFO : EPOCH 5 - PROGRESS: at 70.21% examples, 224500 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:01,775 : INFO : EPOCH 5 - PROGRESS: at 70.34% examples, 224507 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:02,776 : INFO : EPOCH 5 - PROGRESS: at 70.46% examples, 224503 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:03,824 : INFO : EPOCH 5 - PROGRESS: at 70.59% examples, 224514 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:04,861 : INFO : EPOCH 5 - PROGRESS: at 70.70% examples, 224499 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:05,873 : INFO : EPOCH 5 - PROGRESS: at 70.84% examples, 224509 words/s, in_qsize 8, out_qsize 1
2020-07-16 14:29:06,937 : INFO : EPOCH 5 - PROGRESS: at 70.95% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:07,954 : INFO : EPOCH 5 - PROGRESS: at 71.08% examples, 224502 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:08,971 : INFO : EPOCH 5 - PROGRESS: at 71.20% examples, 224522 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:09,971 : INFO : EPOCH 5 - PROGRESS: at 71.33% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:11,032 : INFO : EPOCH 5 - PROGRESS: at 71.46% examples, 224507 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:12,065 : INFO : EPOCH 5 - PROGRESS: at 71.59% examples, 224505 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:13,108 : INFO : EPOCH 5 - PROGRESS: at 71.71% examples, 224511 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:14,151 : INFO : EPOCH 5 - PROGRESS: at 71.84% examples, 224511 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:15,156 : INFO : EPOCH 5 - PROGRESS: at 71.96% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:16,168 : INFO : EPOCH 5 - PROGRESS: at 72.10% examples, 224523 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:17,202 : INFO : EPOCH 5 - PROGRESS: at 72.21% examples, 224513 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:18,261 : INFO : EPOCH 5 - PROGRESS: at 72.33% examples, 224515 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:19,268 : INFO : EPOCH 5 - PROGRESS: at 72.45% examples, 224519 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:20,358 : INFO : EPOCH 5 - PROGRESS: at 72.58% examples, 224504 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:21,361 : INFO : EPOCH 5 - PROGRESS: at 72.70% examples, 224520 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:22,373 : INFO : EPOCH 5 - PROGRESS: at 72.83% examples, 224522 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:23,394 : INFO : EPOCH 5 - PROGRESS: at 72.94% examples, 224510 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:24,433 : INFO : EPOCH 5 - PROGRESS: at 73.08% examples, 224508 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:25,444 : INFO : EPOCH 5 - PROGRESS: at 73.20% examples, 224517 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:26,449 : INFO : EPOCH 5 - PROGRESS: at 73.33% examples, 224520 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:27,530 : INFO : EPOCH 5 - PROGRESS: at 73.45% examples, 224510 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:28,569 : INFO : EPOCH 5 - PROGRESS: at 73.56% examples, 224514 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:29,576 : INFO : EPOCH 5 - PROGRESS: at 73.70% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:30,605 : INFO : EPOCH 5 - PROGRESS: at 73.81% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:31,611 : INFO : EPOCH 5 - PROGRESS: at 73.94% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:32,614 : INFO : EPOCH 5 - PROGRESS: at 74.06% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:33,661 : INFO : EPOCH 5 - PROGRESS: at 74.19% examples, 224526 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:34,671 : INFO : EPOCH 5 - PROGRESS: at 74.30% examples, 224530 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:35,729 : INFO : EPOCH 5 - PROGRESS: at 74.41% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:36,730 : INFO : EPOCH 5 - PROGRESS: at 74.53% examples, 224531 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:37,756 : INFO : EPOCH 5 - PROGRESS: at 74.64% examples, 224530 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:38,779 : INFO : EPOCH 5 - PROGRESS: at 74.78% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:39,871 : INFO : EPOCH 5 - PROGRESS: at 74.90% examples, 224527 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:40,895 : INFO : EPOCH 5 - PROGRESS: at 75.04% examples, 224532 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:41,909 : INFO : EPOCH 5 - PROGRESS: at 75.16% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:42,934 : INFO : EPOCH 5 - PROGRESS: at 75.27% examples, 224526 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:44,003 : INFO : EPOCH 5 - PROGRESS: at 75.41% examples, 224533 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:45,057 : INFO : EPOCH 5 - PROGRESS: at 75.55% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:46,072 : INFO : EPOCH 5 - PROGRESS: at 75.68% examples, 224544 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:47,074 : INFO : EPOCH 5 - PROGRESS: at 75.81% examples, 224538 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:48,077 : INFO : EPOCH 5 - PROGRESS: at 75.93% examples, 224549 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:49,094 : INFO : EPOCH 5 - PROGRESS: at 76.05% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:50,121 : INFO : EPOCH 5 - PROGRESS: at 76.17% examples, 224548 words/s, in_qsize 6, out_qsize 1
2020-07-16 14:29:51,130 : INFO : EPOCH 5 - PROGRESS: at 76.29% examples, 224541 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:52,156 : INFO : EPOCH 5 - PROGRESS: at 76.40% examples, 224533 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:53,160 : INFO : EPOCH 5 - PROGRESS: at 76.52% examples, 224540 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:54,168 : INFO : EPOCH 5 - PROGRESS: at 76.63% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:55,195 : INFO : EPOCH 5 - PROGRESS: at 76.75% examples, 224545 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:56,237 : INFO : EPOCH 5 - PROGRESS: at 76.88% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:57,295 : INFO : EPOCH 5 - PROGRESS: at 77.01% examples, 224545 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:58,322 : INFO : EPOCH 5 - PROGRESS: at 77.14% examples, 224553 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:29:59,366 : INFO : EPOCH 5 - PROGRESS: at 77.26% examples, 224540 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:00,370 : INFO : EPOCH 5 - PROGRESS: at 77.38% examples, 224547 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:01,391 : INFO : EPOCH 5 - PROGRESS: at 77.49% examples, 224542 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:02,394 : INFO : EPOCH 5 - PROGRESS: at 77.60% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:03,401 : INFO : EPOCH 5 - PROGRESS: at 77.74% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:04,412 : INFO : EPOCH 5 - PROGRESS: at 77.86% examples, 224555 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:05,417 : INFO : EPOCH 5 - PROGRESS: at 77.98% examples, 224543 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:06,434 : INFO : EPOCH 5 - PROGRESS: at 78.12% examples, 224555 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:07,442 : INFO : EPOCH 5 - PROGRESS: at 78.23% examples, 224557 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:08,477 : INFO : EPOCH 5 - PROGRESS: at 78.33% examples, 224544 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:09,498 : INFO : EPOCH 5 - PROGRESS: at 78.46% examples, 224553 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:10,509 : INFO : EPOCH 5 - PROGRESS: at 78.58% examples, 224555 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:11,569 : INFO : EPOCH 5 - PROGRESS: at 78.71% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:12,586 : INFO : EPOCH 5 - PROGRESS: at 78.83% examples, 224549 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:13,618 : INFO : EPOCH 5 - PROGRESS: at 78.96% examples, 224547 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:14,644 : INFO : EPOCH 5 - PROGRESS: at 79.09% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:15,654 : INFO : EPOCH 5 - PROGRESS: at 79.21% examples, 224550 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:16,661 : INFO : EPOCH 5 - PROGRESS: at 79.34% examples, 224561 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:17,675 : INFO : EPOCH 5 - PROGRESS: at 79.47% examples, 224549 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:18,684 : INFO : EPOCH 5 - PROGRESS: at 79.61% examples, 224565 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:19,691 : INFO : EPOCH 5 - PROGRESS: at 79.73% examples, 224561 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:20,702 : INFO : EPOCH 5 - PROGRESS: at 79.83% examples, 224565 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:21,744 : INFO : EPOCH 5 - PROGRESS: at 79.94% examples, 224555 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:22,800 : INFO : EPOCH 5 - PROGRESS: at 80.07% examples, 224553 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:23,816 : INFO : EPOCH 5 - PROGRESS: at 80.20% examples, 224550 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:24,852 : INFO : EPOCH 5 - PROGRESS: at 80.33% examples, 224542 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:25,861 : INFO : EPOCH 5 - PROGRESS: at 80.44% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:26,868 : INFO : EPOCH 5 - PROGRESS: at 80.56% examples, 224542 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:27,913 : INFO : EPOCH 5 - PROGRESS: at 80.67% examples, 224553 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:28,982 : INFO : EPOCH 5 - PROGRESS: at 80.79% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:29,995 : INFO : EPOCH 5 - PROGRESS: at 80.91% examples, 224555 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:31,043 : INFO : EPOCH 5 - PROGRESS: at 81.04% examples, 224559 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:32,062 : INFO : EPOCH 5 - PROGRESS: at 81.15% examples, 224555 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:33,079 : INFO : EPOCH 5 - PROGRESS: at 81.27% examples, 224561 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:34,079 : INFO : EPOCH 5 - PROGRESS: at 81.40% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:35,122 : INFO : EPOCH 5 - PROGRESS: at 81.50% examples, 224554 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:36,125 : INFO : EPOCH 5 - PROGRESS: at 81.61% examples, 224562 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:37,149 : INFO : EPOCH 5 - PROGRESS: at 81.74% examples, 224565 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:38,160 : INFO : EPOCH 5 - PROGRESS: at 81.84% examples, 224565 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:39,184 : INFO : EPOCH 5 - PROGRESS: at 81.97% examples, 224568 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:40,201 : INFO : EPOCH 5 - PROGRESS: at 82.09% examples, 224563 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:41,225 : INFO : EPOCH 5 - PROGRESS: at 82.23% examples, 224565 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:42,238 : INFO : EPOCH 5 - PROGRESS: at 82.35% examples, 224573 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:43,256 : INFO : EPOCH 5 - PROGRESS: at 82.48% examples, 224572 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:44,265 : INFO : EPOCH 5 - PROGRESS: at 82.61% examples, 224580 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:45,310 : INFO : EPOCH 5 - PROGRESS: at 82.72% examples, 224568 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:46,374 : INFO : EPOCH 5 - PROGRESS: at 82.85% examples, 224566 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:47,428 : INFO : EPOCH 5 - PROGRESS: at 82.97% examples, 224574 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:48,441 : INFO : EPOCH 5 - PROGRESS: at 83.08% examples, 224587 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:49,482 : INFO : EPOCH 5 - PROGRESS: at 83.21% examples, 224582 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:50,483 : INFO : EPOCH 5 - PROGRESS: at 83.34% examples, 224582 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:51,511 : INFO : EPOCH 5 - PROGRESS: at 83.46% examples, 224585 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:52,524 : INFO : EPOCH 5 - PROGRESS: at 83.59% examples, 224583 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:53,543 : INFO : EPOCH 5 - PROGRESS: at 83.71% examples, 224578 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:54,605 : INFO : EPOCH 5 - PROGRESS: at 83.84% examples, 224580 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:55,646 : INFO : EPOCH 5 - PROGRESS: at 83.98% examples, 224580 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:56,662 : INFO : EPOCH 5 - PROGRESS: at 84.11% examples, 224578 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:57,667 : INFO : EPOCH 5 - PROGRESS: at 84.24% examples, 224589 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:58,754 : INFO : EPOCH 5 - PROGRESS: at 84.37% examples, 224575 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:30:59,800 : INFO : EPOCH 5 - PROGRESS: at 84.48% examples, 224579 words/s, in_qsize 8, out_qsize 1
2020-07-16 14:31:00,801 : INFO : EPOCH 5 - PROGRESS: at 84.61% examples, 224586 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:01,841 : INFO : EPOCH 5 - PROGRESS: at 84.72% examples, 224592 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:02,855 : INFO : EPOCH 5 - PROGRESS: at 84.83% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:03,890 : INFO : EPOCH 5 - PROGRESS: at 84.94% examples, 224581 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:04,939 : INFO : EPOCH 5 - PROGRESS: at 85.06% examples, 224584 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:05,974 : INFO : EPOCH 5 - PROGRESS: at 85.17% examples, 224588 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:06,992 : INFO : EPOCH 5 - PROGRESS: at 85.30% examples, 224592 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:08,115 : INFO : EPOCH 5 - PROGRESS: at 85.41% examples, 224575 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:09,128 : INFO : EPOCH 5 - PROGRESS: at 85.52% examples, 224585 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:10,150 : INFO : EPOCH 5 - PROGRESS: at 85.65% examples, 224585 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:11,171 : INFO : EPOCH 5 - PROGRESS: at 85.77% examples, 224589 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:12,187 : INFO : EPOCH 5 - PROGRESS: at 85.88% examples, 224584 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:13,224 : INFO : EPOCH 5 - PROGRESS: at 86.01% examples, 224589 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:14,249 : INFO : EPOCH 5 - PROGRESS: at 86.14% examples, 224583 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:15,270 : INFO : EPOCH 5 - PROGRESS: at 86.26% examples, 224585 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:16,290 : INFO : EPOCH 5 - PROGRESS: at 86.38% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:17,329 : INFO : EPOCH 5 - PROGRESS: at 86.50% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:18,348 : INFO : EPOCH 5 - PROGRESS: at 86.64% examples, 224587 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:19,351 : INFO : EPOCH 5 - PROGRESS: at 86.77% examples, 224592 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:20,394 : INFO : EPOCH 5 - PROGRESS: at 86.89% examples, 224582 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:21,450 : INFO : EPOCH 5 - PROGRESS: at 87.00% examples, 224587 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:22,460 : INFO : EPOCH 5 - PROGRESS: at 87.15% examples, 224601 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:23,471 : INFO : EPOCH 5 - PROGRESS: at 87.27% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:24,508 : INFO : EPOCH 5 - PROGRESS: at 87.40% examples, 224590 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:25,543 : INFO : EPOCH 5 - PROGRESS: at 87.53% examples, 224593 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:26,599 : INFO : EPOCH 5 - PROGRESS: at 87.66% examples, 224588 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:27,630 : INFO : EPOCH 5 - PROGRESS: at 87.79% examples, 224593 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:28,634 : INFO : EPOCH 5 - PROGRESS: at 87.91% examples, 224592 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:29,656 : INFO : EPOCH 5 - PROGRESS: at 88.01% examples, 224596 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:30,707 : INFO : EPOCH 5 - PROGRESS: at 88.15% examples, 224597 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:31,728 : INFO : EPOCH 5 - PROGRESS: at 88.28% examples, 224606 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:32,753 : INFO : EPOCH 5 - PROGRESS: at 88.41% examples, 224602 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:33,824 : INFO : EPOCH 5 - PROGRESS: at 88.54% examples, 224599 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:34,874 : INFO : EPOCH 5 - PROGRESS: at 88.67% examples, 224604 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:35,902 : INFO : EPOCH 5 - PROGRESS: at 88.80% examples, 224611 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:36,920 : INFO : EPOCH 5 - PROGRESS: at 88.94% examples, 224610 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:37,928 : INFO : EPOCH 5 - PROGRESS: at 89.04% examples, 224605 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:38,929 : INFO : EPOCH 5 - PROGRESS: at 89.16% examples, 224601 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:39,958 : INFO : EPOCH 5 - PROGRESS: at 89.30% examples, 224605 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:41,016 : INFO : EPOCH 5 - PROGRESS: at 89.43% examples, 224600 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:42,088 : INFO : EPOCH 5 - PROGRESS: at 89.55% examples, 224599 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:43,128 : INFO : EPOCH 5 - PROGRESS: at 89.68% examples, 224608 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:44,129 : INFO : EPOCH 5 - PROGRESS: at 89.81% examples, 224617 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:45,159 : INFO : EPOCH 5 - PROGRESS: at 89.94% examples, 224615 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:46,190 : INFO : EPOCH 5 - PROGRESS: at 90.06% examples, 224612 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:47,218 : INFO : EPOCH 5 - PROGRESS: at 90.16% examples, 224612 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:48,288 : INFO : EPOCH 5 - PROGRESS: at 90.28% examples, 224606 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:49,297 : INFO : EPOCH 5 - PROGRESS: at 90.40% examples, 224603 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:50,309 : INFO : EPOCH 5 - PROGRESS: at 90.54% examples, 224618 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:51,311 : INFO : EPOCH 5 - PROGRESS: at 90.67% examples, 224611 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:52,321 : INFO : EPOCH 5 - PROGRESS: at 90.77% examples, 224607 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:53,362 : INFO : EPOCH 5 - PROGRESS: at 90.89% examples, 224611 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:54,375 : INFO : EPOCH 5 - PROGRESS: at 91.01% examples, 224614 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:55,394 : INFO : EPOCH 5 - PROGRESS: at 91.12% examples, 224617 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:56,410 : INFO : EPOCH 5 - PROGRESS: at 91.23% examples, 224615 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:57,470 : INFO : EPOCH 5 - PROGRESS: at 91.36% examples, 224610 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:58,516 : INFO : EPOCH 5 - PROGRESS: at 91.49% examples, 224610 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:31:59,563 : INFO : EPOCH 5 - PROGRESS: at 91.63% examples, 224613 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:00,571 : INFO : EPOCH 5 - PROGRESS: at 91.75% examples, 224622 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:01,609 : INFO : EPOCH 5 - PROGRESS: at 91.87% examples, 224618 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:02,621 : INFO : EPOCH 5 - PROGRESS: at 91.99% examples, 224619 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:03,687 : INFO : EPOCH 5 - PROGRESS: at 92.12% examples, 224616 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:04,716 : INFO : EPOCH 5 - PROGRESS: at 92.24% examples, 224619 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:05,738 : INFO : EPOCH 5 - PROGRESS: at 92.37% examples, 224619 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:06,754 : INFO : EPOCH 5 - PROGRESS: at 92.51% examples, 224624 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:07,800 : INFO : EPOCH 5 - PROGRESS: at 92.64% examples, 224621 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:08,846 : INFO : EPOCH 5 - PROGRESS: at 92.77% examples, 224629 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:09,860 : INFO : EPOCH 5 - PROGRESS: at 92.89% examples, 224626 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:10,887 : INFO : EPOCH 5 - PROGRESS: at 93.02% examples, 224627 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:11,899 : INFO : EPOCH 5 - PROGRESS: at 93.13% examples, 224631 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:12,903 : INFO : EPOCH 5 - PROGRESS: at 93.24% examples, 224625 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:13,907 : INFO : EPOCH 5 - PROGRESS: at 93.35% examples, 224630 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:14,942 : INFO : EPOCH 5 - PROGRESS: at 93.50% examples, 224626 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:15,956 : INFO : EPOCH 5 - PROGRESS: at 93.62% examples, 224632 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:16,966 : INFO : EPOCH 5 - PROGRESS: at 93.74% examples, 224635 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:18,012 : INFO : EPOCH 5 - PROGRESS: at 93.85% examples, 224633 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:19,039 : INFO : EPOCH 5 - PROGRESS: at 93.98% examples, 224637 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:20,067 : INFO : EPOCH 5 - PROGRESS: at 94.10% examples, 224636 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:21,106 : INFO : EPOCH 5 - PROGRESS: at 94.21% examples, 224635 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:22,124 : INFO : EPOCH 5 - PROGRESS: at 94.33% examples, 224630 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:23,150 : INFO : EPOCH 5 - PROGRESS: at 94.45% examples, 224636 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:24,170 : INFO : EPOCH 5 - PROGRESS: at 94.57% examples, 224635 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:25,184 : INFO : EPOCH 5 - PROGRESS: at 94.67% examples, 224637 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:26,202 : INFO : EPOCH 5 - PROGRESS: at 94.79% examples, 224632 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:27,219 : INFO : EPOCH 5 - PROGRESS: at 94.93% examples, 224630 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:28,245 : INFO : EPOCH 5 - PROGRESS: at 95.05% examples, 224643 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:29,254 : INFO : EPOCH 5 - PROGRESS: at 95.18% examples, 224648 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:30,283 : INFO : EPOCH 5 - PROGRESS: at 95.29% examples, 224641 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:31,288 : INFO : EPOCH 5 - PROGRESS: at 95.42% examples, 224651 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:32,297 : INFO : EPOCH 5 - PROGRESS: at 95.54% examples, 224649 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:33,324 : INFO : EPOCH 5 - PROGRESS: at 95.65% examples, 224646 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:34,353 : INFO : EPOCH 5 - PROGRESS: at 95.78% examples, 224643 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:35,362 : INFO : EPOCH 5 - PROGRESS: at 95.90% examples, 224644 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:36,395 : INFO : EPOCH 5 - PROGRESS: at 96.01% examples, 224642 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:37,403 : INFO : EPOCH 5 - PROGRESS: at 96.13% examples, 224648 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:38,451 : INFO : EPOCH 5 - PROGRESS: at 96.23% examples, 224649 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:39,475 : INFO : EPOCH 5 - PROGRESS: at 96.35% examples, 224649 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:40,507 : INFO : EPOCH 5 - PROGRESS: at 96.48% examples, 224649 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:41,516 : INFO : EPOCH 5 - PROGRESS: at 96.61% examples, 224649 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:42,528 : INFO : EPOCH 5 - PROGRESS: at 96.74% examples, 224649 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:43,528 : INFO : EPOCH 5 - PROGRESS: at 96.89% examples, 224657 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:44,535 : INFO : EPOCH 5 - PROGRESS: at 97.02% examples, 224648 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:45,543 : INFO : EPOCH 5 - PROGRESS: at 97.16% examples, 224647 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:46,555 : INFO : EPOCH 5 - PROGRESS: at 97.28% examples, 224641 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:47,605 : INFO : EPOCH 5 - PROGRESS: at 97.41% examples, 224639 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:48,630 : INFO : EPOCH 5 - PROGRESS: at 97.54% examples, 224649 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:49,721 : INFO : EPOCH 5 - PROGRESS: at 97.67% examples, 224642 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:50,724 : INFO : EPOCH 5 - PROGRESS: at 97.79% examples, 224652 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:51,774 : INFO : EPOCH 5 - PROGRESS: at 97.92% examples, 224647 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:52,813 : INFO : EPOCH 5 - PROGRESS: at 98.05% examples, 224653 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:53,867 : INFO : EPOCH 5 - PROGRESS: at 98.18% examples, 224643 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:54,895 : INFO : EPOCH 5 - PROGRESS: at 98.33% examples, 224642 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:55,940 : INFO : EPOCH 5 - PROGRESS: at 98.47% examples, 224649 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:56,957 : INFO : EPOCH 5 - PROGRESS: at 98.57% examples, 224652 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:57,963 : INFO : EPOCH 5 - PROGRESS: at 98.69% examples, 224648 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:58,987 : INFO : EPOCH 5 - PROGRESS: at 98.82% examples, 224650 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:32:59,989 : INFO : EPOCH 5 - PROGRESS: at 98.96% examples, 224663 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:01,047 : INFO : EPOCH 5 - PROGRESS: at 99.06% examples, 224652 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:02,068 : INFO : EPOCH 5 - PROGRESS: at 99.19% examples, 224655 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:03,079 : INFO : EPOCH 5 - PROGRESS: at 99.31% examples, 224656 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:04,114 : INFO : EPOCH 5 - PROGRESS: at 99.44% examples, 224656 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:05,138 : INFO : EPOCH 5 - PROGRESS: at 99.56% examples, 224658 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:06,174 : INFO : EPOCH 5 - PROGRESS: at 99.67% examples, 224655 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:07,190 : INFO : EPOCH 5 - PROGRESS: at 99.80% examples, 224646 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:08,209 : INFO : EPOCH 5 - PROGRESS: at 99.93% examples, 224644 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:08,711 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 14:33:08,733 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 14:33:08,740 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 14:33:08,794 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 14:33:08,795 : INFO : EPOCH - 5 : training on 246540407 raw words (186687819 effective words) took 831.0s, 224646 effective words/s
2020-07-16 14:33:09,806 : INFO : EPOCH 6 - PROGRESS: at 0.12% examples, 207393 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:10,816 : INFO : EPOCH 6 - PROGRESS: at 0.27% examples, 218627 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:11,854 : INFO : EPOCH 6 - PROGRESS: at 0.39% examples, 215315 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:12,877 : INFO : EPOCH 6 - PROGRESS: at 0.50% examples, 211972 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:13,884 : INFO : EPOCH 6 - PROGRESS: at 0.60% examples, 207550 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:14,887 : INFO : EPOCH 6 - PROGRESS: at 0.72% examples, 210250 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:15,913 : INFO : EPOCH 6 - PROGRESS: at 0.85% examples, 211655 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:16,961 : INFO : EPOCH 6 - PROGRESS: at 0.97% examples, 213190 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:18,037 : INFO : EPOCH 6 - PROGRESS: at 1.08% examples, 214563 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:19,064 : INFO : EPOCH 6 - PROGRESS: at 1.21% examples, 216006 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:20,120 : INFO : EPOCH 6 - PROGRESS: at 1.31% examples, 216714 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:21,121 : INFO : EPOCH 6 - PROGRESS: at 1.45% examples, 217444 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:22,143 : INFO : EPOCH 6 - PROGRESS: at 1.57% examples, 217775 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:23,147 : INFO : EPOCH 6 - PROGRESS: at 1.69% examples, 218502 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:24,151 : INFO : EPOCH 6 - PROGRESS: at 1.82% examples, 218529 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:25,155 : INFO : EPOCH 6 - PROGRESS: at 1.95% examples, 219146 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:26,167 : INFO : EPOCH 6 - PROGRESS: at 2.05% examples, 219372 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:27,188 : INFO : EPOCH 6 - PROGRESS: at 2.18% examples, 219561 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:28,212 : INFO : EPOCH 6 - PROGRESS: at 2.30% examples, 219794 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:29,220 : INFO : EPOCH 6 - PROGRESS: at 2.41% examples, 220227 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:30,255 : INFO : EPOCH 6 - PROGRESS: at 2.54% examples, 220534 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:31,340 : INFO : EPOCH 6 - PROGRESS: at 2.66% examples, 220298 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:32,392 : INFO : EPOCH 6 - PROGRESS: at 2.79% examples, 220670 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:33,394 : INFO : EPOCH 6 - PROGRESS: at 2.91% examples, 220955 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:34,484 : INFO : EPOCH 6 - PROGRESS: at 3.05% examples, 220809 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:35,521 : INFO : EPOCH 6 - PROGRESS: at 3.16% examples, 221023 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:36,524 : INFO : EPOCH 6 - PROGRESS: at 3.29% examples, 221453 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:37,564 : INFO : EPOCH 6 - PROGRESS: at 3.40% examples, 221237 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:38,570 : INFO : EPOCH 6 - PROGRESS: at 3.51% examples, 221309 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:39,576 : INFO : EPOCH 6 - PROGRESS: at 3.65% examples, 221491 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:40,601 : INFO : EPOCH 6 - PROGRESS: at 3.78% examples, 221565 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:41,652 : INFO : EPOCH 6 - PROGRESS: at 3.91% examples, 221729 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:42,666 : INFO : EPOCH 6 - PROGRESS: at 4.03% examples, 221879 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:43,693 : INFO : EPOCH 6 - PROGRESS: at 4.14% examples, 221941 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:44,699 : INFO : EPOCH 6 - PROGRESS: at 4.25% examples, 222141 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:45,715 : INFO : EPOCH 6 - PROGRESS: at 4.37% examples, 221901 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:46,727 : INFO : EPOCH 6 - PROGRESS: at 4.48% examples, 222062 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:47,752 : INFO : EPOCH 6 - PROGRESS: at 4.62% examples, 222053 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:48,761 : INFO : EPOCH 6 - PROGRESS: at 4.73% examples, 222228 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:49,798 : INFO : EPOCH 6 - PROGRESS: at 4.86% examples, 222303 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:50,802 : INFO : EPOCH 6 - PROGRESS: at 4.98% examples, 222468 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:51,829 : INFO : EPOCH 6 - PROGRESS: at 5.09% examples, 222384 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:52,833 : INFO : EPOCH 6 - PROGRESS: at 5.22% examples, 222417 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:53,863 : INFO : EPOCH 6 - PROGRESS: at 5.33% examples, 222395 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:54,906 : INFO : EPOCH 6 - PROGRESS: at 5.45% examples, 222538 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:55,912 : INFO : EPOCH 6 - PROGRESS: at 5.58% examples, 222521 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:56,930 : INFO : EPOCH 6 - PROGRESS: at 5.71% examples, 222638 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:57,982 : INFO : EPOCH 6 - PROGRESS: at 5.85% examples, 222563 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:33:58,994 : INFO : EPOCH 6 - PROGRESS: at 5.96% examples, 222739 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:00,031 : INFO : EPOCH 6 - PROGRESS: at 6.09% examples, 222755 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:01,098 : INFO : EPOCH 6 - PROGRESS: at 6.22% examples, 222747 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:02,163 : INFO : EPOCH 6 - PROGRESS: at 6.35% examples, 222762 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:03,208 : INFO : EPOCH 6 - PROGRESS: at 6.46% examples, 222870 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:04,222 : INFO : EPOCH 6 - PROGRESS: at 6.59% examples, 222977 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:05,284 : INFO : EPOCH 6 - PROGRESS: at 6.69% examples, 222886 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:06,314 : INFO : EPOCH 6 - PROGRESS: at 6.82% examples, 222981 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:07,355 : INFO : EPOCH 6 - PROGRESS: at 6.94% examples, 222976 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:08,366 : INFO : EPOCH 6 - PROGRESS: at 7.06% examples, 223055 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:09,378 : INFO : EPOCH 6 - PROGRESS: at 7.20% examples, 223075 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:10,406 : INFO : EPOCH 6 - PROGRESS: at 7.33% examples, 223080 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:11,414 : INFO : EPOCH 6 - PROGRESS: at 7.46% examples, 223139 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:12,432 : INFO : EPOCH 6 - PROGRESS: at 7.59% examples, 223050 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:13,465 : INFO : EPOCH 6 - PROGRESS: at 7.71% examples, 223088 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:14,533 : INFO : EPOCH 6 - PROGRESS: at 7.83% examples, 223018 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:15,548 : INFO : EPOCH 6 - PROGRESS: at 7.95% examples, 223203 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:16,549 : INFO : EPOCH 6 - PROGRESS: at 8.06% examples, 223263 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:17,553 : INFO : EPOCH 6 - PROGRESS: at 8.17% examples, 223074 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:18,593 : INFO : EPOCH 6 - PROGRESS: at 8.30% examples, 223140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:19,594 : INFO : EPOCH 6 - PROGRESS: at 8.41% examples, 223240 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:20,638 : INFO : EPOCH 6 - PROGRESS: at 8.54% examples, 223242 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:21,660 : INFO : EPOCH 6 - PROGRESS: at 8.67% examples, 223246 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:22,678 : INFO : EPOCH 6 - PROGRESS: at 8.80% examples, 223225 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:23,702 : INFO : EPOCH 6 - PROGRESS: at 8.92% examples, 223340 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:24,714 : INFO : EPOCH 6 - PROGRESS: at 9.03% examples, 223318 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:25,739 : INFO : EPOCH 6 - PROGRESS: at 9.16% examples, 223266 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:26,767 : INFO : EPOCH 6 - PROGRESS: at 9.30% examples, 223331 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:27,801 : INFO : EPOCH 6 - PROGRESS: at 9.42% examples, 223375 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:28,808 : INFO : EPOCH 6 - PROGRESS: at 9.53% examples, 223392 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:29,826 : INFO : EPOCH 6 - PROGRESS: at 9.64% examples, 223393 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:30,856 : INFO : EPOCH 6 - PROGRESS: at 9.75% examples, 223440 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:31,889 : INFO : EPOCH 6 - PROGRESS: at 9.88% examples, 223456 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:32,902 : INFO : EPOCH 6 - PROGRESS: at 10.02% examples, 223485 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:33,942 : INFO : EPOCH 6 - PROGRESS: at 10.15% examples, 223497 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:34,964 : INFO : EPOCH 6 - PROGRESS: at 10.28% examples, 223476 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:35,968 : INFO : EPOCH 6 - PROGRESS: at 10.40% examples, 223533 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:37,014 : INFO : EPOCH 6 - PROGRESS: at 10.52% examples, 223476 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:38,074 : INFO : EPOCH 6 - PROGRESS: at 10.65% examples, 223493 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:39,075 : INFO : EPOCH 6 - PROGRESS: at 10.77% examples, 223513 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:40,089 : INFO : EPOCH 6 - PROGRESS: at 10.90% examples, 223610 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:41,093 : INFO : EPOCH 6 - PROGRESS: at 11.03% examples, 223596 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:42,131 : INFO : EPOCH 6 - PROGRESS: at 11.14% examples, 223594 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:43,134 : INFO : EPOCH 6 - PROGRESS: at 11.27% examples, 223670 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:44,140 : INFO : EPOCH 6 - PROGRESS: at 11.39% examples, 223652 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:45,158 : INFO : EPOCH 6 - PROGRESS: at 11.51% examples, 223618 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:46,192 : INFO : EPOCH 6 - PROGRESS: at 11.61% examples, 223669 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:47,256 : INFO : EPOCH 6 - PROGRESS: at 11.74% examples, 223669 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:48,272 : INFO : EPOCH 6 - PROGRESS: at 11.87% examples, 223695 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:49,280 : INFO : EPOCH 6 - PROGRESS: at 12.01% examples, 223737 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:50,283 : INFO : EPOCH 6 - PROGRESS: at 12.14% examples, 223781 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:51,288 : INFO : EPOCH 6 - PROGRESS: at 12.27% examples, 223770 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:52,294 : INFO : EPOCH 6 - PROGRESS: at 12.37% examples, 223672 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:53,303 : INFO : EPOCH 6 - PROGRESS: at 12.49% examples, 223717 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:54,312 : INFO : EPOCH 6 - PROGRESS: at 12.61% examples, 223787 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:55,350 : INFO : EPOCH 6 - PROGRESS: at 12.75% examples, 223780 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:56,375 : INFO : EPOCH 6 - PROGRESS: at 12.86% examples, 223721 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:57,428 : INFO : EPOCH 6 - PROGRESS: at 13.01% examples, 223708 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:58,493 : INFO : EPOCH 6 - PROGRESS: at 13.15% examples, 223751 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:34:59,495 : INFO : EPOCH 6 - PROGRESS: at 13.29% examples, 223798 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:00,512 : INFO : EPOCH 6 - PROGRESS: at 13.41% examples, 223835 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:01,517 : INFO : EPOCH 6 - PROGRESS: at 13.54% examples, 223767 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:02,539 : INFO : EPOCH 6 - PROGRESS: at 13.66% examples, 223712 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:03,554 : INFO : EPOCH 6 - PROGRESS: at 13.77% examples, 223748 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:04,625 : INFO : EPOCH 6 - PROGRESS: at 13.89% examples, 223709 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:05,629 : INFO : EPOCH 6 - PROGRESS: at 14.01% examples, 223792 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:06,694 : INFO : EPOCH 6 - PROGRESS: at 14.16% examples, 223756 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:07,705 : INFO : EPOCH 6 - PROGRESS: at 14.28% examples, 223820 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:08,754 : INFO : EPOCH 6 - PROGRESS: at 14.41% examples, 223752 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:09,772 : INFO : EPOCH 6 - PROGRESS: at 14.55% examples, 223817 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:10,838 : INFO : EPOCH 6 - PROGRESS: at 14.67% examples, 223790 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:11,840 : INFO : EPOCH 6 - PROGRESS: at 14.81% examples, 223796 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:12,874 : INFO : EPOCH 6 - PROGRESS: at 14.93% examples, 223826 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:13,923 : INFO : EPOCH 6 - PROGRESS: at 15.06% examples, 223850 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:14,924 : INFO : EPOCH 6 - PROGRESS: at 15.19% examples, 223899 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:16,000 : INFO : EPOCH 6 - PROGRESS: at 15.32% examples, 223862 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:17,065 : INFO : EPOCH 6 - PROGRESS: at 15.45% examples, 223880 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:18,067 : INFO : EPOCH 6 - PROGRESS: at 15.56% examples, 223880 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:19,130 : INFO : EPOCH 6 - PROGRESS: at 15.70% examples, 223836 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:20,148 : INFO : EPOCH 6 - PROGRESS: at 15.84% examples, 223842 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:21,170 : INFO : EPOCH 6 - PROGRESS: at 15.97% examples, 223906 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:22,187 : INFO : EPOCH 6 - PROGRESS: at 16.09% examples, 223890 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:23,193 : INFO : EPOCH 6 - PROGRESS: at 16.21% examples, 223921 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:24,214 : INFO : EPOCH 6 - PROGRESS: at 16.34% examples, 223941 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:25,265 : INFO : EPOCH 6 - PROGRESS: at 16.47% examples, 223839 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:26,292 : INFO : EPOCH 6 - PROGRESS: at 16.59% examples, 223905 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:27,338 : INFO : EPOCH 6 - PROGRESS: at 16.71% examples, 223895 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:28,341 : INFO : EPOCH 6 - PROGRESS: at 16.84% examples, 223946 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:29,344 : INFO : EPOCH 6 - PROGRESS: at 16.98% examples, 223951 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:30,387 : INFO : EPOCH 6 - PROGRESS: at 17.09% examples, 223928 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:31,430 : INFO : EPOCH 6 - PROGRESS: at 17.19% examples, 223952 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:32,450 : INFO : EPOCH 6 - PROGRESS: at 17.31% examples, 223935 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:33,472 : INFO : EPOCH 6 - PROGRESS: at 17.44% examples, 223967 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:34,478 : INFO : EPOCH 6 - PROGRESS: at 17.56% examples, 223987 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:35,478 : INFO : EPOCH 6 - PROGRESS: at 17.66% examples, 223934 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:36,492 : INFO : EPOCH 6 - PROGRESS: at 17.80% examples, 223965 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:37,501 : INFO : EPOCH 6 - PROGRESS: at 17.92% examples, 223944 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:38,537 : INFO : EPOCH 6 - PROGRESS: at 18.04% examples, 223922 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:39,597 : INFO : EPOCH 6 - PROGRESS: at 18.18% examples, 223927 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:40,630 : INFO : EPOCH 6 - PROGRESS: at 18.30% examples, 223961 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:41,630 : INFO : EPOCH 6 - PROGRESS: at 18.41% examples, 223973 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:42,657 : INFO : EPOCH 6 - PROGRESS: at 18.53% examples, 223943 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:43,674 : INFO : EPOCH 6 - PROGRESS: at 18.64% examples, 223932 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:44,685 : INFO : EPOCH 6 - PROGRESS: at 18.76% examples, 223980 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:45,692 : INFO : EPOCH 6 - PROGRESS: at 18.88% examples, 224002 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:46,708 : INFO : EPOCH 6 - PROGRESS: at 19.00% examples, 224013 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:47,756 : INFO : EPOCH 6 - PROGRESS: at 19.12% examples, 223996 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:48,776 : INFO : EPOCH 6 - PROGRESS: at 19.25% examples, 224038 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:49,797 : INFO : EPOCH 6 - PROGRESS: at 19.36% examples, 224034 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:50,828 : INFO : EPOCH 6 - PROGRESS: at 19.49% examples, 224028 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:51,844 : INFO : EPOCH 6 - PROGRESS: at 19.62% examples, 224038 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:52,887 : INFO : EPOCH 6 - PROGRESS: at 19.75% examples, 224003 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:53,906 : INFO : EPOCH 6 - PROGRESS: at 19.86% examples, 224036 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:54,931 : INFO : EPOCH 6 - PROGRESS: at 20.00% examples, 224031 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:55,964 : INFO : EPOCH 6 - PROGRESS: at 20.12% examples, 224018 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:57,002 : INFO : EPOCH 6 - PROGRESS: at 20.24% examples, 223983 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:58,009 : INFO : EPOCH 6 - PROGRESS: at 20.36% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:35:59,060 : INFO : EPOCH 6 - PROGRESS: at 20.49% examples, 224054 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:00,077 : INFO : EPOCH 6 - PROGRESS: at 20.63% examples, 224046 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:01,090 : INFO : EPOCH 6 - PROGRESS: at 20.74% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:02,178 : INFO : EPOCH 6 - PROGRESS: at 20.87% examples, 224030 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:03,183 : INFO : EPOCH 6 - PROGRESS: at 21.01% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:04,270 : INFO : EPOCH 6 - PROGRESS: at 21.13% examples, 224023 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:05,271 : INFO : EPOCH 6 - PROGRESS: at 21.25% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:06,280 : INFO : EPOCH 6 - PROGRESS: at 21.37% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:07,315 : INFO : EPOCH 6 - PROGRESS: at 21.50% examples, 224081 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:08,353 : INFO : EPOCH 6 - PROGRESS: at 21.63% examples, 224064 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:09,363 : INFO : EPOCH 6 - PROGRESS: at 21.73% examples, 224047 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:10,373 : INFO : EPOCH 6 - PROGRESS: at 21.86% examples, 224070 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:11,385 : INFO : EPOCH 6 - PROGRESS: at 22.00% examples, 224116 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:12,388 : INFO : EPOCH 6 - PROGRESS: at 22.12% examples, 224082 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:13,395 : INFO : EPOCH 6 - PROGRESS: at 22.25% examples, 224083 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:14,406 : INFO : EPOCH 6 - PROGRESS: at 22.36% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:15,437 : INFO : EPOCH 6 - PROGRESS: at 22.47% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:16,452 : INFO : EPOCH 6 - PROGRESS: at 22.58% examples, 224102 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:17,492 : INFO : EPOCH 6 - PROGRESS: at 22.70% examples, 224120 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:18,543 : INFO : EPOCH 6 - PROGRESS: at 22.85% examples, 224105 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:19,557 : INFO : EPOCH 6 - PROGRESS: at 22.97% examples, 224134 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:20,561 : INFO : EPOCH 6 - PROGRESS: at 23.09% examples, 224123 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:21,565 : INFO : EPOCH 6 - PROGRESS: at 23.20% examples, 224123 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:22,624 : INFO : EPOCH 6 - PROGRESS: at 23.34% examples, 224119 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:23,669 : INFO : EPOCH 6 - PROGRESS: at 23.45% examples, 224129 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:24,714 : INFO : EPOCH 6 - PROGRESS: at 23.58% examples, 224128 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:25,719 : INFO : EPOCH 6 - PROGRESS: at 23.72% examples, 224166 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:26,724 : INFO : EPOCH 6 - PROGRESS: at 23.84% examples, 224154 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:27,756 : INFO : EPOCH 6 - PROGRESS: at 23.98% examples, 224166 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:28,822 : INFO : EPOCH 6 - PROGRESS: at 24.11% examples, 224122 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:29,862 : INFO : EPOCH 6 - PROGRESS: at 24.23% examples, 224158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:30,885 : INFO : EPOCH 6 - PROGRESS: at 24.34% examples, 224131 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:31,890 : INFO : EPOCH 6 - PROGRESS: at 24.47% examples, 224143 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:32,898 : INFO : EPOCH 6 - PROGRESS: at 24.58% examples, 224179 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:33,901 : INFO : EPOCH 6 - PROGRESS: at 24.70% examples, 224179 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:34,939 : INFO : EPOCH 6 - PROGRESS: at 24.82% examples, 224165 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:35,973 : INFO : EPOCH 6 - PROGRESS: at 24.94% examples, 224175 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:36,973 : INFO : EPOCH 6 - PROGRESS: at 25.04% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:37,989 : INFO : EPOCH 6 - PROGRESS: at 25.17% examples, 224156 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:39,032 : INFO : EPOCH 6 - PROGRESS: at 25.30% examples, 224159 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:40,061 : INFO : EPOCH 6 - PROGRESS: at 25.42% examples, 224153 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:41,068 : INFO : EPOCH 6 - PROGRESS: at 25.53% examples, 224166 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:42,121 : INFO : EPOCH 6 - PROGRESS: at 25.65% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:43,122 : INFO : EPOCH 6 - PROGRESS: at 25.77% examples, 224192 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:44,158 : INFO : EPOCH 6 - PROGRESS: at 25.88% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:45,206 : INFO : EPOCH 6 - PROGRESS: at 26.01% examples, 224166 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:46,234 : INFO : EPOCH 6 - PROGRESS: at 26.15% examples, 224200 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:47,300 : INFO : EPOCH 6 - PROGRESS: at 26.27% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:48,314 : INFO : EPOCH 6 - PROGRESS: at 26.40% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:49,347 : INFO : EPOCH 6 - PROGRESS: at 26.55% examples, 224192 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:50,372 : INFO : EPOCH 6 - PROGRESS: at 26.67% examples, 224193 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:51,373 : INFO : EPOCH 6 - PROGRESS: at 26.81% examples, 224231 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:52,380 : INFO : EPOCH 6 - PROGRESS: at 26.94% examples, 224231 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:53,384 : INFO : EPOCH 6 - PROGRESS: at 27.05% examples, 224241 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:54,386 : INFO : EPOCH 6 - PROGRESS: at 27.17% examples, 224220 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:55,401 : INFO : EPOCH 6 - PROGRESS: at 27.30% examples, 224233 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:56,412 : INFO : EPOCH 6 - PROGRESS: at 27.42% examples, 224237 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:57,437 : INFO : EPOCH 6 - PROGRESS: at 27.56% examples, 224226 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:58,447 : INFO : EPOCH 6 - PROGRESS: at 27.69% examples, 224250 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:36:59,453 : INFO : EPOCH 6 - PROGRESS: at 27.82% examples, 224236 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:00,462 : INFO : EPOCH 6 - PROGRESS: at 27.94% examples, 224210 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:01,490 : INFO : EPOCH 6 - PROGRESS: at 28.08% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:02,551 : INFO : EPOCH 6 - PROGRESS: at 28.20% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:03,587 : INFO : EPOCH 6 - PROGRESS: at 28.33% examples, 224231 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:04,626 : INFO : EPOCH 6 - PROGRESS: at 28.45% examples, 224237 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:05,666 : INFO : EPOCH 6 - PROGRESS: at 28.58% examples, 224222 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:06,723 : INFO : EPOCH 6 - PROGRESS: at 28.71% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:07,736 : INFO : EPOCH 6 - PROGRESS: at 28.85% examples, 224230 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:08,775 : INFO : EPOCH 6 - PROGRESS: at 28.99% examples, 224249 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:09,799 : INFO : EPOCH 6 - PROGRESS: at 29.13% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:10,860 : INFO : EPOCH 6 - PROGRESS: at 29.25% examples, 224237 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:11,917 : INFO : EPOCH 6 - PROGRESS: at 29.36% examples, 224210 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:12,919 : INFO : EPOCH 6 - PROGRESS: at 29.50% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:13,938 : INFO : EPOCH 6 - PROGRESS: at 29.61% examples, 224249 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:14,986 : INFO : EPOCH 6 - PROGRESS: at 29.72% examples, 224229 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:16,006 : INFO : EPOCH 6 - PROGRESS: at 29.81% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:17,023 : INFO : EPOCH 6 - PROGRESS: at 29.93% examples, 224245 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:18,026 : INFO : EPOCH 6 - PROGRESS: at 30.03% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:19,087 : INFO : EPOCH 6 - PROGRESS: at 30.16% examples, 224234 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:20,177 : INFO : EPOCH 6 - PROGRESS: at 30.30% examples, 224242 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:21,217 : INFO : EPOCH 6 - PROGRESS: at 30.41% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:22,232 : INFO : EPOCH 6 - PROGRESS: at 30.52% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:23,293 : INFO : EPOCH 6 - PROGRESS: at 30.66% examples, 224250 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:24,316 : INFO : EPOCH 6 - PROGRESS: at 30.78% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:25,335 : INFO : EPOCH 6 - PROGRESS: at 30.90% examples, 224239 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:26,388 : INFO : EPOCH 6 - PROGRESS: at 31.04% examples, 224241 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:27,444 : INFO : EPOCH 6 - PROGRESS: at 31.17% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:28,480 : INFO : EPOCH 6 - PROGRESS: at 31.28% examples, 224238 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:29,480 : INFO : EPOCH 6 - PROGRESS: at 31.40% examples, 224229 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:30,497 : INFO : EPOCH 6 - PROGRESS: at 31.52% examples, 224230 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:31,506 : INFO : EPOCH 6 - PROGRESS: at 31.66% examples, 224241 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:32,545 : INFO : EPOCH 6 - PROGRESS: at 31.78% examples, 224242 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:33,576 : INFO : EPOCH 6 - PROGRESS: at 31.89% examples, 224227 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:34,607 : INFO : EPOCH 6 - PROGRESS: at 31.99% examples, 224270 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:35,607 : INFO : EPOCH 6 - PROGRESS: at 32.11% examples, 224290 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:36,653 : INFO : EPOCH 6 - PROGRESS: at 32.21% examples, 224271 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:37,724 : INFO : EPOCH 6 - PROGRESS: at 32.34% examples, 224236 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:38,736 : INFO : EPOCH 6 - PROGRESS: at 32.45% examples, 224205 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:39,757 : INFO : EPOCH 6 - PROGRESS: at 32.57% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:40,840 : INFO : EPOCH 6 - PROGRESS: at 32.67% examples, 224140 words/s, in_qsize 8, out_qsize 2
2020-07-16 14:37:41,858 : INFO : EPOCH 6 - PROGRESS: at 32.79% examples, 224040 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:42,933 : INFO : EPOCH 6 - PROGRESS: at 32.91% examples, 223940 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:43,937 : INFO : EPOCH 6 - PROGRESS: at 33.05% examples, 223982 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:44,946 : INFO : EPOCH 6 - PROGRESS: at 33.18% examples, 223973 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:45,983 : INFO : EPOCH 6 - PROGRESS: at 33.31% examples, 223969 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:46,987 : INFO : EPOCH 6 - PROGRESS: at 33.42% examples, 223981 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:48,006 : INFO : EPOCH 6 - PROGRESS: at 33.54% examples, 223972 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:49,037 : INFO : EPOCH 6 - PROGRESS: at 33.67% examples, 224006 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:50,132 : INFO : EPOCH 6 - PROGRESS: at 33.79% examples, 223966 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:51,196 : INFO : EPOCH 6 - PROGRESS: at 33.93% examples, 223983 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:52,196 : INFO : EPOCH 6 - PROGRESS: at 34.05% examples, 224021 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:53,231 : INFO : EPOCH 6 - PROGRESS: at 34.17% examples, 223991 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:54,239 : INFO : EPOCH 6 - PROGRESS: at 34.28% examples, 224014 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:55,247 : INFO : EPOCH 6 - PROGRESS: at 34.41% examples, 224011 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:56,299 : INFO : EPOCH 6 - PROGRESS: at 34.53% examples, 223997 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:57,339 : INFO : EPOCH 6 - PROGRESS: at 34.65% examples, 223983 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:58,339 : INFO : EPOCH 6 - PROGRESS: at 34.78% examples, 223990 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:37:59,350 : INFO : EPOCH 6 - PROGRESS: at 34.91% examples, 223978 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:00,396 : INFO : EPOCH 6 - PROGRESS: at 35.04% examples, 224003 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:01,417 : INFO : EPOCH 6 - PROGRESS: at 35.16% examples, 224004 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:02,422 : INFO : EPOCH 6 - PROGRESS: at 35.29% examples, 224026 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:03,430 : INFO : EPOCH 6 - PROGRESS: at 35.40% examples, 224027 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:04,459 : INFO : EPOCH 6 - PROGRESS: at 35.53% examples, 224022 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:05,461 : INFO : EPOCH 6 - PROGRESS: at 35.64% examples, 224023 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:06,516 : INFO : EPOCH 6 - PROGRESS: at 35.76% examples, 223994 words/s, in_qsize 6, out_qsize 1
2020-07-16 14:38:07,549 : INFO : EPOCH 6 - PROGRESS: at 35.87% examples, 224006 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:08,637 : INFO : EPOCH 6 - PROGRESS: at 36.00% examples, 223993 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:09,649 : INFO : EPOCH 6 - PROGRESS: at 36.11% examples, 223998 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:10,674 : INFO : EPOCH 6 - PROGRESS: at 36.26% examples, 224038 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:11,745 : INFO : EPOCH 6 - PROGRESS: at 36.37% examples, 224007 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:12,755 : INFO : EPOCH 6 - PROGRESS: at 36.49% examples, 224028 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:13,787 : INFO : EPOCH 6 - PROGRESS: at 36.60% examples, 223998 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:14,852 : INFO : EPOCH 6 - PROGRESS: at 36.71% examples, 224008 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:15,856 : INFO : EPOCH 6 - PROGRESS: at 36.83% examples, 224027 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:16,858 : INFO : EPOCH 6 - PROGRESS: at 36.95% examples, 224036 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:17,916 : INFO : EPOCH 6 - PROGRESS: at 37.07% examples, 224029 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:18,922 : INFO : EPOCH 6 - PROGRESS: at 37.19% examples, 224027 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:19,930 : INFO : EPOCH 6 - PROGRESS: at 37.33% examples, 224061 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:20,936 : INFO : EPOCH 6 - PROGRESS: at 37.45% examples, 224038 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:21,947 : INFO : EPOCH 6 - PROGRESS: at 37.58% examples, 224069 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:22,955 : INFO : EPOCH 6 - PROGRESS: at 37.69% examples, 224031 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:24,039 : INFO : EPOCH 6 - PROGRESS: at 37.84% examples, 224027 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:25,042 : INFO : EPOCH 6 - PROGRESS: at 37.95% examples, 224059 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:26,076 : INFO : EPOCH 6 - PROGRESS: at 38.08% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:27,093 : INFO : EPOCH 6 - PROGRESS: at 38.19% examples, 224050 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:28,101 : INFO : EPOCH 6 - PROGRESS: at 38.32% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:29,180 : INFO : EPOCH 6 - PROGRESS: at 38.43% examples, 224050 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:30,203 : INFO : EPOCH 6 - PROGRESS: at 38.55% examples, 224080 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:31,223 : INFO : EPOCH 6 - PROGRESS: at 38.67% examples, 224079 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:32,239 : INFO : EPOCH 6 - PROGRESS: at 38.79% examples, 224101 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:33,277 : INFO : EPOCH 6 - PROGRESS: at 38.90% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:34,279 : INFO : EPOCH 6 - PROGRESS: at 39.04% examples, 224098 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:35,292 : INFO : EPOCH 6 - PROGRESS: at 39.17% examples, 224093 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:36,322 : INFO : EPOCH 6 - PROGRESS: at 39.28% examples, 224075 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:37,333 : INFO : EPOCH 6 - PROGRESS: at 39.40% examples, 224093 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:38,343 : INFO : EPOCH 6 - PROGRESS: at 39.52% examples, 224092 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:39,348 : INFO : EPOCH 6 - PROGRESS: at 39.65% examples, 224094 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:40,352 : INFO : EPOCH 6 - PROGRESS: at 39.77% examples, 224095 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:41,356 : INFO : EPOCH 6 - PROGRESS: at 39.90% examples, 224094 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:42,384 : INFO : EPOCH 6 - PROGRESS: at 40.00% examples, 224091 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:43,388 : INFO : EPOCH 6 - PROGRESS: at 40.13% examples, 224103 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:44,392 : INFO : EPOCH 6 - PROGRESS: at 40.24% examples, 224102 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:45,393 : INFO : EPOCH 6 - PROGRESS: at 40.35% examples, 224097 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:46,394 : INFO : EPOCH 6 - PROGRESS: at 40.48% examples, 224117 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:47,436 : INFO : EPOCH 6 - PROGRESS: at 40.60% examples, 224107 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:48,442 : INFO : EPOCH 6 - PROGRESS: at 40.73% examples, 224125 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:49,447 : INFO : EPOCH 6 - PROGRESS: at 40.86% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:50,448 : INFO : EPOCH 6 - PROGRESS: at 40.97% examples, 224113 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:51,492 : INFO : EPOCH 6 - PROGRESS: at 41.09% examples, 224117 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:52,546 : INFO : EPOCH 6 - PROGRESS: at 41.21% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:53,561 : INFO : EPOCH 6 - PROGRESS: at 41.34% examples, 224119 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:54,624 : INFO : EPOCH 6 - PROGRESS: at 41.44% examples, 224109 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:55,646 : INFO : EPOCH 6 - PROGRESS: at 41.55% examples, 224120 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:56,674 : INFO : EPOCH 6 - PROGRESS: at 41.67% examples, 224114 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:57,700 : INFO : EPOCH 6 - PROGRESS: at 41.80% examples, 224111 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:58,709 : INFO : EPOCH 6 - PROGRESS: at 41.92% examples, 224133 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:38:59,734 : INFO : EPOCH 6 - PROGRESS: at 42.04% examples, 224123 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:00,754 : INFO : EPOCH 6 - PROGRESS: at 42.16% examples, 224118 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:01,788 : INFO : EPOCH 6 - PROGRESS: at 42.29% examples, 224122 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:02,807 : INFO : EPOCH 6 - PROGRESS: at 42.43% examples, 224120 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:03,822 : INFO : EPOCH 6 - PROGRESS: at 42.55% examples, 224127 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:04,832 : INFO : EPOCH 6 - PROGRESS: at 42.68% examples, 224149 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:05,842 : INFO : EPOCH 6 - PROGRESS: at 42.79% examples, 224113 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:06,850 : INFO : EPOCH 6 - PROGRESS: at 42.91% examples, 224141 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:07,866 : INFO : EPOCH 6 - PROGRESS: at 43.03% examples, 224117 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:08,932 : INFO : EPOCH 6 - PROGRESS: at 43.15% examples, 224111 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:09,958 : INFO : EPOCH 6 - PROGRESS: at 43.27% examples, 224136 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:10,977 : INFO : EPOCH 6 - PROGRESS: at 43.39% examples, 224143 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:11,980 : INFO : EPOCH 6 - PROGRESS: at 43.52% examples, 224143 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:13,002 : INFO : EPOCH 6 - PROGRESS: at 43.64% examples, 224151 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:14,064 : INFO : EPOCH 6 - PROGRESS: at 43.75% examples, 224131 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:15,072 : INFO : EPOCH 6 - PROGRESS: at 43.89% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:16,111 : INFO : EPOCH 6 - PROGRESS: at 44.00% examples, 224124 words/s, in_qsize 8, out_qsize 1
2020-07-16 14:39:17,169 : INFO : EPOCH 6 - PROGRESS: at 44.13% examples, 224130 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:18,190 : INFO : EPOCH 6 - PROGRESS: at 44.27% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:19,222 : INFO : EPOCH 6 - PROGRESS: at 44.39% examples, 224136 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:20,232 : INFO : EPOCH 6 - PROGRESS: at 44.51% examples, 224138 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:21,266 : INFO : EPOCH 6 - PROGRESS: at 44.64% examples, 224131 words/s, in_qsize 6, out_qsize 1
2020-07-16 14:39:22,292 : INFO : EPOCH 6 - PROGRESS: at 44.77% examples, 224155 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:23,326 : INFO : EPOCH 6 - PROGRESS: at 44.91% examples, 224146 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:24,358 : INFO : EPOCH 6 - PROGRESS: at 45.02% examples, 224142 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:25,367 : INFO : EPOCH 6 - PROGRESS: at 45.16% examples, 224165 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:26,387 : INFO : EPOCH 6 - PROGRESS: at 45.28% examples, 224164 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:27,400 : INFO : EPOCH 6 - PROGRESS: at 45.39% examples, 224176 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:28,412 : INFO : EPOCH 6 - PROGRESS: at 45.52% examples, 224157 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:29,434 : INFO : EPOCH 6 - PROGRESS: at 45.63% examples, 224168 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:30,436 : INFO : EPOCH 6 - PROGRESS: at 45.74% examples, 224174 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:31,520 : INFO : EPOCH 6 - PROGRESS: at 45.87% examples, 224156 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:32,520 : INFO : EPOCH 6 - PROGRESS: at 45.99% examples, 224160 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:33,537 : INFO : EPOCH 6 - PROGRESS: at 46.11% examples, 224158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:34,542 : INFO : EPOCH 6 - PROGRESS: at 46.22% examples, 224183 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:35,548 : INFO : EPOCH 6 - PROGRESS: at 46.33% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:36,556 : INFO : EPOCH 6 - PROGRESS: at 46.45% examples, 224184 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:37,557 : INFO : EPOCH 6 - PROGRESS: at 46.58% examples, 224201 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:38,597 : INFO : EPOCH 6 - PROGRESS: at 46.70% examples, 224180 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:39,605 : INFO : EPOCH 6 - PROGRESS: at 46.82% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:40,648 : INFO : EPOCH 6 - PROGRESS: at 46.93% examples, 224180 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:41,680 : INFO : EPOCH 6 - PROGRESS: at 47.04% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:42,692 : INFO : EPOCH 6 - PROGRESS: at 47.16% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:43,755 : INFO : EPOCH 6 - PROGRESS: at 47.29% examples, 224170 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:44,808 : INFO : EPOCH 6 - PROGRESS: at 47.41% examples, 224176 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:45,812 : INFO : EPOCH 6 - PROGRESS: at 47.53% examples, 224177 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:46,854 : INFO : EPOCH 6 - PROGRESS: at 47.66% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:47,863 : INFO : EPOCH 6 - PROGRESS: at 47.81% examples, 224182 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:48,896 : INFO : EPOCH 6 - PROGRESS: at 47.94% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:49,914 : INFO : EPOCH 6 - PROGRESS: at 48.06% examples, 224172 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:50,940 : INFO : EPOCH 6 - PROGRESS: at 48.19% examples, 224171 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:51,950 : INFO : EPOCH 6 - PROGRESS: at 48.32% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:52,954 : INFO : EPOCH 6 - PROGRESS: at 48.47% examples, 224183 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:53,969 : INFO : EPOCH 6 - PROGRESS: at 48.59% examples, 224195 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:54,994 : INFO : EPOCH 6 - PROGRESS: at 48.72% examples, 224184 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:56,033 : INFO : EPOCH 6 - PROGRESS: at 48.83% examples, 224184 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:57,076 : INFO : EPOCH 6 - PROGRESS: at 48.95% examples, 224174 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:58,079 : INFO : EPOCH 6 - PROGRESS: at 49.09% examples, 224205 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:39:59,094 : INFO : EPOCH 6 - PROGRESS: at 49.21% examples, 224200 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:00,155 : INFO : EPOCH 6 - PROGRESS: at 49.32% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:01,174 : INFO : EPOCH 6 - PROGRESS: at 49.46% examples, 224195 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:02,207 : INFO : EPOCH 6 - PROGRESS: at 49.58% examples, 224193 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:03,222 : INFO : EPOCH 6 - PROGRESS: at 49.69% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:04,251 : INFO : EPOCH 6 - PROGRESS: at 49.82% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:05,261 : INFO : EPOCH 6 - PROGRESS: at 49.95% examples, 224192 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:06,326 : INFO : EPOCH 6 - PROGRESS: at 50.07% examples, 224179 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:07,421 : INFO : EPOCH 6 - PROGRESS: at 50.18% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:08,489 : INFO : EPOCH 6 - PROGRESS: at 50.32% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:09,489 : INFO : EPOCH 6 - PROGRESS: at 50.44% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:10,493 : INFO : EPOCH 6 - PROGRESS: at 50.55% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:11,522 : INFO : EPOCH 6 - PROGRESS: at 50.69% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:12,567 : INFO : EPOCH 6 - PROGRESS: at 50.83% examples, 224190 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:13,596 : INFO : EPOCH 6 - PROGRESS: at 50.95% examples, 224200 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:14,625 : INFO : EPOCH 6 - PROGRESS: at 51.08% examples, 224189 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:15,648 : INFO : EPOCH 6 - PROGRESS: at 51.19% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:16,683 : INFO : EPOCH 6 - PROGRESS: at 51.33% examples, 224190 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:17,692 : INFO : EPOCH 6 - PROGRESS: at 51.45% examples, 224178 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:18,720 : INFO : EPOCH 6 - PROGRESS: at 51.60% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:19,722 : INFO : EPOCH 6 - PROGRESS: at 51.71% examples, 224195 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:20,722 : INFO : EPOCH 6 - PROGRESS: at 51.82% examples, 224192 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:21,725 : INFO : EPOCH 6 - PROGRESS: at 51.94% examples, 224195 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:22,741 : INFO : EPOCH 6 - PROGRESS: at 52.06% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:23,770 : INFO : EPOCH 6 - PROGRESS: at 52.19% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:24,790 : INFO : EPOCH 6 - PROGRESS: at 52.31% examples, 224183 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:25,809 : INFO : EPOCH 6 - PROGRESS: at 52.43% examples, 224198 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:26,828 : INFO : EPOCH 6 - PROGRESS: at 52.55% examples, 224198 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:27,873 : INFO : EPOCH 6 - PROGRESS: at 52.66% examples, 224173 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:28,892 : INFO : EPOCH 6 - PROGRESS: at 52.79% examples, 224189 words/s, in_qsize 6, out_qsize 1
2020-07-16 14:40:29,965 : INFO : EPOCH 6 - PROGRESS: at 52.93% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:31,033 : INFO : EPOCH 6 - PROGRESS: at 53.05% examples, 224192 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:32,045 : INFO : EPOCH 6 - PROGRESS: at 53.17% examples, 224198 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:33,118 : INFO : EPOCH 6 - PROGRESS: at 53.29% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:34,157 : INFO : EPOCH 6 - PROGRESS: at 53.42% examples, 224210 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:35,164 : INFO : EPOCH 6 - PROGRESS: at 53.56% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:36,252 : INFO : EPOCH 6 - PROGRESS: at 53.67% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:37,256 : INFO : EPOCH 6 - PROGRESS: at 53.79% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:38,263 : INFO : EPOCH 6 - PROGRESS: at 53.91% examples, 224227 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:39,276 : INFO : EPOCH 6 - PROGRESS: at 54.03% examples, 224223 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:40,283 : INFO : EPOCH 6 - PROGRESS: at 54.14% examples, 224217 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:41,331 : INFO : EPOCH 6 - PROGRESS: at 54.25% examples, 224208 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:42,336 : INFO : EPOCH 6 - PROGRESS: at 54.37% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:43,391 : INFO : EPOCH 6 - PROGRESS: at 54.49% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:44,404 : INFO : EPOCH 6 - PROGRESS: at 54.61% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:45,443 : INFO : EPOCH 6 - PROGRESS: at 54.72% examples, 224223 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:46,470 : INFO : EPOCH 6 - PROGRESS: at 54.83% examples, 224214 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:47,474 : INFO : EPOCH 6 - PROGRESS: at 54.96% examples, 224227 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:48,495 : INFO : EPOCH 6 - PROGRESS: at 55.09% examples, 224218 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:49,510 : INFO : EPOCH 6 - PROGRESS: at 55.22% examples, 224222 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:50,514 : INFO : EPOCH 6 - PROGRESS: at 55.35% examples, 224234 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:51,516 : INFO : EPOCH 6 - PROGRESS: at 55.46% examples, 224223 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:52,533 : INFO : EPOCH 6 - PROGRESS: at 55.56% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:53,548 : INFO : EPOCH 6 - PROGRESS: at 55.67% examples, 224230 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:54,582 : INFO : EPOCH 6 - PROGRESS: at 55.80% examples, 224220 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:55,590 : INFO : EPOCH 6 - PROGRESS: at 55.93% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:56,606 : INFO : EPOCH 6 - PROGRESS: at 56.06% examples, 224243 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:57,639 : INFO : EPOCH 6 - PROGRESS: at 56.20% examples, 224228 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:58,651 : INFO : EPOCH 6 - PROGRESS: at 56.31% examples, 224239 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:40:59,654 : INFO : EPOCH 6 - PROGRESS: at 56.42% examples, 224245 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:00,722 : INFO : EPOCH 6 - PROGRESS: at 56.54% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:01,761 : INFO : EPOCH 6 - PROGRESS: at 56.67% examples, 224228 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:02,805 : INFO : EPOCH 6 - PROGRESS: at 56.79% examples, 224221 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:03,874 : INFO : EPOCH 6 - PROGRESS: at 56.92% examples, 224221 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:04,898 : INFO : EPOCH 6 - PROGRESS: at 57.04% examples, 224220 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:05,956 : INFO : EPOCH 6 - PROGRESS: at 57.17% examples, 224220 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:07,017 : INFO : EPOCH 6 - PROGRESS: at 57.28% examples, 224227 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:08,066 : INFO : EPOCH 6 - PROGRESS: at 57.42% examples, 224238 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:09,068 : INFO : EPOCH 6 - PROGRESS: at 57.54% examples, 224229 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:10,113 : INFO : EPOCH 6 - PROGRESS: at 57.67% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:11,135 : INFO : EPOCH 6 - PROGRESS: at 57.80% examples, 224229 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:12,140 : INFO : EPOCH 6 - PROGRESS: at 57.91% examples, 224238 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:13,153 : INFO : EPOCH 6 - PROGRESS: at 58.03% examples, 224250 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:14,165 : INFO : EPOCH 6 - PROGRESS: at 58.15% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:15,177 : INFO : EPOCH 6 - PROGRESS: at 58.29% examples, 224249 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:16,200 : INFO : EPOCH 6 - PROGRESS: at 58.42% examples, 224239 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:17,239 : INFO : EPOCH 6 - PROGRESS: at 58.54% examples, 224236 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:18,279 : INFO : EPOCH 6 - PROGRESS: at 58.67% examples, 224242 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:19,321 : INFO : EPOCH 6 - PROGRESS: at 58.78% examples, 224245 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:20,384 : INFO : EPOCH 6 - PROGRESS: at 58.91% examples, 224237 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:21,394 : INFO : EPOCH 6 - PROGRESS: at 59.05% examples, 224247 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:22,440 : INFO : EPOCH 6 - PROGRESS: at 59.19% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:23,498 : INFO : EPOCH 6 - PROGRESS: at 59.31% examples, 224244 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:24,555 : INFO : EPOCH 6 - PROGRESS: at 59.46% examples, 224245 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:25,557 : INFO : EPOCH 6 - PROGRESS: at 59.58% examples, 224248 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:26,609 : INFO : EPOCH 6 - PROGRESS: at 59.72% examples, 224250 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:27,669 : INFO : EPOCH 6 - PROGRESS: at 59.85% examples, 224244 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:28,685 : INFO : EPOCH 6 - PROGRESS: at 59.98% examples, 224250 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:29,732 : INFO : EPOCH 6 - PROGRESS: at 60.10% examples, 224249 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:30,774 : INFO : EPOCH 6 - PROGRESS: at 60.24% examples, 224255 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:31,788 : INFO : EPOCH 6 - PROGRESS: at 60.36% examples, 224271 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:32,789 : INFO : EPOCH 6 - PROGRESS: at 60.48% examples, 224254 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:33,814 : INFO : EPOCH 6 - PROGRESS: at 60.60% examples, 224264 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:34,857 : INFO : EPOCH 6 - PROGRESS: at 60.72% examples, 224249 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:35,900 : INFO : EPOCH 6 - PROGRESS: at 60.86% examples, 224261 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:36,917 : INFO : EPOCH 6 - PROGRESS: at 60.99% examples, 224264 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:37,944 : INFO : EPOCH 6 - PROGRESS: at 61.12% examples, 224269 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:38,986 : INFO : EPOCH 6 - PROGRESS: at 61.24% examples, 224264 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:40,001 : INFO : EPOCH 6 - PROGRESS: at 61.37% examples, 224265 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:41,009 : INFO : EPOCH 6 - PROGRESS: at 61.49% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:42,028 : INFO : EPOCH 6 - PROGRESS: at 61.62% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:43,087 : INFO : EPOCH 6 - PROGRESS: at 61.73% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:44,146 : INFO : EPOCH 6 - PROGRESS: at 61.85% examples, 224260 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:45,181 : INFO : EPOCH 6 - PROGRESS: at 61.98% examples, 224263 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:46,182 : INFO : EPOCH 6 - PROGRESS: at 62.10% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:47,196 : INFO : EPOCH 6 - PROGRESS: at 62.22% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:48,201 : INFO : EPOCH 6 - PROGRESS: at 62.35% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:49,203 : INFO : EPOCH 6 - PROGRESS: at 62.47% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:50,258 : INFO : EPOCH 6 - PROGRESS: at 62.61% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:51,280 : INFO : EPOCH 6 - PROGRESS: at 62.70% examples, 224261 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:52,329 : INFO : EPOCH 6 - PROGRESS: at 62.82% examples, 224266 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:53,376 : INFO : EPOCH 6 - PROGRESS: at 62.95% examples, 224269 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:54,399 : INFO : EPOCH 6 - PROGRESS: at 63.06% examples, 224273 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:55,401 : INFO : EPOCH 6 - PROGRESS: at 63.19% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:56,458 : INFO : EPOCH 6 - PROGRESS: at 63.30% examples, 224268 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:57,500 : INFO : EPOCH 6 - PROGRESS: at 63.43% examples, 224280 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:58,563 : INFO : EPOCH 6 - PROGRESS: at 63.54% examples, 224266 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:41:59,577 : INFO : EPOCH 6 - PROGRESS: at 63.67% examples, 224281 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:00,592 : INFO : EPOCH 6 - PROGRESS: at 63.81% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:01,640 : INFO : EPOCH 6 - PROGRESS: at 63.93% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:02,649 : INFO : EPOCH 6 - PROGRESS: at 64.07% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:03,656 : INFO : EPOCH 6 - PROGRESS: at 64.18% examples, 224284 words/s, in_qsize 8, out_qsize 1
2020-07-16 14:42:04,663 : INFO : EPOCH 6 - PROGRESS: at 64.31% examples, 224295 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:05,669 : INFO : EPOCH 6 - PROGRESS: at 64.44% examples, 224274 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:06,688 : INFO : EPOCH 6 - PROGRESS: at 64.56% examples, 224279 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:07,711 : INFO : EPOCH 6 - PROGRESS: at 64.69% examples, 224272 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:08,726 : INFO : EPOCH 6 - PROGRESS: at 64.82% examples, 224270 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:09,763 : INFO : EPOCH 6 - PROGRESS: at 64.92% examples, 224233 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:10,784 : INFO : EPOCH 6 - PROGRESS: at 65.05% examples, 224189 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:11,789 : INFO : EPOCH 6 - PROGRESS: at 65.15% examples, 224121 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:12,790 : INFO : EPOCH 6 - PROGRESS: at 65.27% examples, 224111 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:13,802 : INFO : EPOCH 6 - PROGRESS: at 65.38% examples, 224111 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:14,806 : INFO : EPOCH 6 - PROGRESS: at 65.53% examples, 224126 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:15,854 : INFO : EPOCH 6 - PROGRESS: at 65.65% examples, 224113 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:16,878 : INFO : EPOCH 6 - PROGRESS: at 65.79% examples, 224119 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:17,884 : INFO : EPOCH 6 - PROGRESS: at 65.91% examples, 224132 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:18,904 : INFO : EPOCH 6 - PROGRESS: at 66.03% examples, 224132 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:19,938 : INFO : EPOCH 6 - PROGRESS: at 66.14% examples, 224120 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:20,988 : INFO : EPOCH 6 - PROGRESS: at 66.27% examples, 224118 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:22,031 : INFO : EPOCH 6 - PROGRESS: at 66.41% examples, 224122 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:23,045 : INFO : EPOCH 6 - PROGRESS: at 66.51% examples, 224123 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:24,052 : INFO : EPOCH 6 - PROGRESS: at 66.65% examples, 224136 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:25,064 : INFO : EPOCH 6 - PROGRESS: at 66.78% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:26,118 : INFO : EPOCH 6 - PROGRESS: at 66.91% examples, 224129 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:27,130 : INFO : EPOCH 6 - PROGRESS: at 67.04% examples, 224129 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:28,155 : INFO : EPOCH 6 - PROGRESS: at 67.17% examples, 224133 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:29,184 : INFO : EPOCH 6 - PROGRESS: at 67.30% examples, 224135 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:30,222 : INFO : EPOCH 6 - PROGRESS: at 67.42% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:31,273 : INFO : EPOCH 6 - PROGRESS: at 67.56% examples, 224135 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:32,288 : INFO : EPOCH 6 - PROGRESS: at 67.68% examples, 224136 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:33,307 : INFO : EPOCH 6 - PROGRESS: at 67.81% examples, 224135 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:34,350 : INFO : EPOCH 6 - PROGRESS: at 67.95% examples, 224142 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:35,362 : INFO : EPOCH 6 - PROGRESS: at 68.08% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:36,378 : INFO : EPOCH 6 - PROGRESS: at 68.20% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:37,390 : INFO : EPOCH 6 - PROGRESS: at 68.34% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:38,393 : INFO : EPOCH 6 - PROGRESS: at 68.47% examples, 224143 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:39,408 : INFO : EPOCH 6 - PROGRESS: at 68.59% examples, 224153 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:40,410 : INFO : EPOCH 6 - PROGRESS: at 68.70% examples, 224160 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:41,420 : INFO : EPOCH 6 - PROGRESS: at 68.81% examples, 224156 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:42,439 : INFO : EPOCH 6 - PROGRESS: at 68.94% examples, 224143 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:43,468 : INFO : EPOCH 6 - PROGRESS: at 69.05% examples, 224155 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:44,469 : INFO : EPOCH 6 - PROGRESS: at 69.17% examples, 224159 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:45,470 : INFO : EPOCH 6 - PROGRESS: at 69.31% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:46,477 : INFO : EPOCH 6 - PROGRESS: at 69.42% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:47,526 : INFO : EPOCH 6 - PROGRESS: at 69.55% examples, 224155 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:48,585 : INFO : EPOCH 6 - PROGRESS: at 69.70% examples, 224155 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:49,585 : INFO : EPOCH 6 - PROGRESS: at 69.83% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:50,594 : INFO : EPOCH 6 - PROGRESS: at 69.95% examples, 224169 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:51,596 : INFO : EPOCH 6 - PROGRESS: at 70.07% examples, 224164 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:52,601 : INFO : EPOCH 6 - PROGRESS: at 70.20% examples, 224151 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:53,630 : INFO : EPOCH 6 - PROGRESS: at 70.32% examples, 224151 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:54,637 : INFO : EPOCH 6 - PROGRESS: at 70.46% examples, 224170 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:55,657 : INFO : EPOCH 6 - PROGRESS: at 70.57% examples, 224165 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:56,695 : INFO : EPOCH 6 - PROGRESS: at 70.69% examples, 224157 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:57,715 : INFO : EPOCH 6 - PROGRESS: at 70.82% examples, 224157 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:58,720 : INFO : EPOCH 6 - PROGRESS: at 70.94% examples, 224171 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:42:59,753 : INFO : EPOCH 6 - PROGRESS: at 71.07% examples, 224173 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:00,768 : INFO : EPOCH 6 - PROGRESS: at 71.18% examples, 224165 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:01,795 : INFO : EPOCH 6 - PROGRESS: at 71.31% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:02,875 : INFO : EPOCH 6 - PROGRESS: at 71.44% examples, 224160 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:03,925 : INFO : EPOCH 6 - PROGRESS: at 71.57% examples, 224155 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:04,971 : INFO : EPOCH 6 - PROGRESS: at 71.70% examples, 224153 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:06,026 : INFO : EPOCH 6 - PROGRESS: at 71.83% examples, 224157 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:07,032 : INFO : EPOCH 6 - PROGRESS: at 71.95% examples, 224164 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:08,033 : INFO : EPOCH 6 - PROGRESS: at 72.09% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:09,064 : INFO : EPOCH 6 - PROGRESS: at 72.20% examples, 224169 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:10,124 : INFO : EPOCH 6 - PROGRESS: at 72.31% examples, 224166 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:11,124 : INFO : EPOCH 6 - PROGRESS: at 72.44% examples, 224170 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:12,178 : INFO : EPOCH 6 - PROGRESS: at 72.56% examples, 224165 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:13,217 : INFO : EPOCH 6 - PROGRESS: at 72.69% examples, 224173 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:14,226 : INFO : EPOCH 6 - PROGRESS: at 72.81% examples, 224169 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:15,258 : INFO : EPOCH 6 - PROGRESS: at 72.93% examples, 224163 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:16,300 : INFO : EPOCH 6 - PROGRESS: at 73.06% examples, 224159 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:17,311 : INFO : EPOCH 6 - PROGRESS: at 73.19% examples, 224169 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:18,320 : INFO : EPOCH 6 - PROGRESS: at 73.32% examples, 224172 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:19,403 : INFO : EPOCH 6 - PROGRESS: at 73.44% examples, 224159 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:20,443 : INFO : EPOCH 6 - PROGRESS: at 73.55% examples, 224166 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:21,461 : INFO : EPOCH 6 - PROGRESS: at 73.68% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:22,512 : INFO : EPOCH 6 - PROGRESS: at 73.80% examples, 224165 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:23,514 : INFO : EPOCH 6 - PROGRESS: at 73.93% examples, 224174 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:24,545 : INFO : EPOCH 6 - PROGRESS: at 74.05% examples, 224171 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:25,547 : INFO : EPOCH 6 - PROGRESS: at 74.17% examples, 224181 words/s, in_qsize 8, out_qsize 0
2020-07-16 14:43:26,601 : INFO : EPOCH 6 - PROGRESS: at 74.28% examples, 224168 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:27,601 : INFO : EPOCH 6 - PROGRESS: at 74.40% examples, 224177 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:28,605 : INFO : EPOCH 6 - PROGRESS: at 74.51% examples, 224176 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:29,665 : INFO : EPOCH 6 - PROGRESS: at 74.62% examples, 224173 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:30,680 : INFO : EPOCH 6 - PROGRESS: at 74.76% examples, 224178 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:31,683 : INFO : EPOCH 6 - PROGRESS: at 74.88% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:32,690 : INFO : EPOCH 6 - PROGRESS: at 75.01% examples, 224176 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:33,701 : INFO : EPOCH 6 - PROGRESS: at 75.13% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:34,705 : INFO : EPOCH 6 - PROGRESS: at 75.24% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:35,727 : INFO : EPOCH 6 - PROGRESS: at 75.38% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:36,744 : INFO : EPOCH 6 - PROGRESS: at 75.51% examples, 224194 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:37,768 : INFO : EPOCH 6 - PROGRESS: at 75.63% examples, 224190 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:38,811 : INFO : EPOCH 6 - PROGRESS: at 75.77% examples, 224182 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:39,843 : INFO : EPOCH 6 - PROGRESS: at 75.90% examples, 224192 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:40,860 : INFO : EPOCH 6 - PROGRESS: at 76.02% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:41,874 : INFO : EPOCH 6 - PROGRESS: at 76.13% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:42,896 : INFO : EPOCH 6 - PROGRESS: at 76.26% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:43,944 : INFO : EPOCH 6 - PROGRESS: at 76.38% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:44,967 : INFO : EPOCH 6 - PROGRESS: at 76.49% examples, 224194 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:45,972 : INFO : EPOCH 6 - PROGRESS: at 76.60% examples, 224195 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:47,018 : INFO : EPOCH 6 - PROGRESS: at 76.73% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:48,024 : INFO : EPOCH 6 - PROGRESS: at 76.85% examples, 224200 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:49,032 : INFO : EPOCH 6 - PROGRESS: at 76.97% examples, 224203 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:50,084 : INFO : EPOCH 6 - PROGRESS: at 77.10% examples, 224189 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:51,121 : INFO : EPOCH 6 - PROGRESS: at 77.23% examples, 224193 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:52,169 : INFO : EPOCH 6 - PROGRESS: at 77.34% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:53,190 : INFO : EPOCH 6 - PROGRESS: at 77.46% examples, 224198 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:54,226 : INFO : EPOCH 6 - PROGRESS: at 77.57% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:55,328 : INFO : EPOCH 6 - PROGRESS: at 77.71% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:56,334 : INFO : EPOCH 6 - PROGRESS: at 77.84% examples, 224198 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:57,360 : INFO : EPOCH 6 - PROGRESS: at 77.96% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:58,371 : INFO : EPOCH 6 - PROGRESS: at 78.09% examples, 224192 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:43:59,394 : INFO : EPOCH 6 - PROGRESS: at 78.21% examples, 224204 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:00,425 : INFO : EPOCH 6 - PROGRESS: at 78.32% examples, 224190 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:01,444 : INFO : EPOCH 6 - PROGRESS: at 78.45% examples, 224208 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:02,463 : INFO : EPOCH 6 - PROGRESS: at 78.57% examples, 224205 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:03,532 : INFO : EPOCH 6 - PROGRESS: at 78.69% examples, 224189 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:04,537 : INFO : EPOCH 6 - PROGRESS: at 78.82% examples, 224201 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:05,578 : INFO : EPOCH 6 - PROGRESS: at 78.95% examples, 224194 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:06,601 : INFO : EPOCH 6 - PROGRESS: at 79.07% examples, 224198 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:07,606 : INFO : EPOCH 6 - PROGRESS: at 79.20% examples, 224201 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:08,644 : INFO : EPOCH 6 - PROGRESS: at 79.32% examples, 224203 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:09,672 : INFO : EPOCH 6 - PROGRESS: at 79.46% examples, 224207 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:10,706 : INFO : EPOCH 6 - PROGRESS: at 79.59% examples, 224204 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:11,754 : INFO : EPOCH 6 - PROGRESS: at 79.72% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:12,766 : INFO : EPOCH 6 - PROGRESS: at 79.82% examples, 224206 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:13,766 : INFO : EPOCH 6 - PROGRESS: at 79.94% examples, 224205 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:14,773 : INFO : EPOCH 6 - PROGRESS: at 80.06% examples, 224206 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:15,828 : INFO : EPOCH 6 - PROGRESS: at 80.19% examples, 224206 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:16,849 : INFO : EPOCH 6 - PROGRESS: at 80.32% examples, 224214 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:17,870 : INFO : EPOCH 6 - PROGRESS: at 80.44% examples, 224208 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:18,923 : INFO : EPOCH 6 - PROGRESS: at 80.56% examples, 224205 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:19,926 : INFO : EPOCH 6 - PROGRESS: at 80.67% examples, 224217 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:20,949 : INFO : EPOCH 6 - PROGRESS: at 80.78% examples, 224211 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:21,959 : INFO : EPOCH 6 - PROGRESS: at 80.90% examples, 224204 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:22,972 : INFO : EPOCH 6 - PROGRESS: at 81.03% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:24,028 : INFO : EPOCH 6 - PROGRESS: at 81.14% examples, 224214 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:25,043 : INFO : EPOCH 6 - PROGRESS: at 81.26% examples, 224217 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:26,053 : INFO : EPOCH 6 - PROGRESS: at 81.38% examples, 224220 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:27,112 : INFO : EPOCH 6 - PROGRESS: at 81.49% examples, 224207 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:28,117 : INFO : EPOCH 6 - PROGRESS: at 81.60% examples, 224218 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:29,120 : INFO : EPOCH 6 - PROGRESS: at 81.72% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:30,129 : INFO : EPOCH 6 - PROGRESS: at 81.83% examples, 224219 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:31,136 : INFO : EPOCH 6 - PROGRESS: at 81.95% examples, 224223 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:32,174 : INFO : EPOCH 6 - PROGRESS: at 82.08% examples, 224223 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:33,211 : INFO : EPOCH 6 - PROGRESS: at 82.22% examples, 224223 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:34,233 : INFO : EPOCH 6 - PROGRESS: at 82.33% examples, 224227 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:35,262 : INFO : EPOCH 6 - PROGRESS: at 82.46% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:36,280 : INFO : EPOCH 6 - PROGRESS: at 82.59% examples, 224231 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:37,302 : INFO : EPOCH 6 - PROGRESS: at 82.71% examples, 224227 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:38,373 : INFO : EPOCH 6 - PROGRESS: at 82.83% examples, 224218 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:39,388 : INFO : EPOCH 6 - PROGRESS: at 82.96% examples, 224239 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:40,443 : INFO : EPOCH 6 - PROGRESS: at 83.06% examples, 224225 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:41,445 : INFO : EPOCH 6 - PROGRESS: at 83.17% examples, 224226 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:42,488 : INFO : EPOCH 6 - PROGRESS: at 83.32% examples, 224225 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:43,516 : INFO : EPOCH 6 - PROGRESS: at 83.44% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:44,536 : INFO : EPOCH 6 - PROGRESS: at 83.57% examples, 224223 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:45,579 : INFO : EPOCH 6 - PROGRESS: at 83.70% examples, 224226 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:46,653 : INFO : EPOCH 6 - PROGRESS: at 83.82% examples, 224221 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:47,668 : INFO : EPOCH 6 - PROGRESS: at 83.97% examples, 224228 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:48,712 : INFO : EPOCH 6 - PROGRESS: at 84.09% examples, 224225 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:49,725 : INFO : EPOCH 6 - PROGRESS: at 84.23% examples, 224226 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:50,764 : INFO : EPOCH 6 - PROGRESS: at 84.35% examples, 224227 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:51,810 : INFO : EPOCH 6 - PROGRESS: at 84.46% examples, 224228 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:52,890 : INFO : EPOCH 6 - PROGRESS: at 84.59% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:53,899 : INFO : EPOCH 6 - PROGRESS: at 84.71% examples, 224233 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:54,927 : INFO : EPOCH 6 - PROGRESS: at 84.82% examples, 224244 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:55,936 : INFO : EPOCH 6 - PROGRESS: at 84.93% examples, 224234 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:56,975 : INFO : EPOCH 6 - PROGRESS: at 85.05% examples, 224234 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:58,012 : INFO : EPOCH 6 - PROGRESS: at 85.15% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:44:59,028 : INFO : EPOCH 6 - PROGRESS: at 85.28% examples, 224239 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:00,044 : INFO : EPOCH 6 - PROGRESS: at 85.40% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:01,071 : INFO : EPOCH 6 - PROGRESS: at 85.50% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:02,113 : INFO : EPOCH 6 - PROGRESS: at 85.62% examples, 224227 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:03,151 : INFO : EPOCH 6 - PROGRESS: at 85.75% examples, 224226 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:04,181 : INFO : EPOCH 6 - PROGRESS: at 85.86% examples, 224230 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:05,204 : INFO : EPOCH 6 - PROGRESS: at 85.98% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:06,233 : INFO : EPOCH 6 - PROGRESS: at 86.12% examples, 224243 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:07,239 : INFO : EPOCH 6 - PROGRESS: at 86.24% examples, 224247 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:08,310 : INFO : EPOCH 6 - PROGRESS: at 86.35% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:09,324 : INFO : EPOCH 6 - PROGRESS: at 86.48% examples, 224233 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:10,326 : INFO : EPOCH 6 - PROGRESS: at 86.61% examples, 224246 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:11,357 : INFO : EPOCH 6 - PROGRESS: at 86.74% examples, 224237 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:12,380 : INFO : EPOCH 6 - PROGRESS: at 86.87% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:13,440 : INFO : EPOCH 6 - PROGRESS: at 86.99% examples, 224234 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:14,457 : INFO : EPOCH 6 - PROGRESS: at 87.12% examples, 224243 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:15,475 : INFO : EPOCH 6 - PROGRESS: at 87.25% examples, 224246 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:16,531 : INFO : EPOCH 6 - PROGRESS: at 87.38% examples, 224245 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:17,566 : INFO : EPOCH 6 - PROGRESS: at 87.51% examples, 224243 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:18,568 : INFO : EPOCH 6 - PROGRESS: at 87.63% examples, 224251 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:19,600 : INFO : EPOCH 6 - PROGRESS: at 87.77% examples, 224243 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:20,678 : INFO : EPOCH 6 - PROGRESS: at 87.90% examples, 224241 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:21,737 : INFO : EPOCH 6 - PROGRESS: at 88.00% examples, 224245 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:22,739 : INFO : EPOCH 6 - PROGRESS: at 88.13% examples, 224255 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:23,778 : INFO : EPOCH 6 - PROGRESS: at 88.26% examples, 224251 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:24,789 : INFO : EPOCH 6 - PROGRESS: at 88.39% examples, 224258 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:25,796 : INFO : EPOCH 6 - PROGRESS: at 88.52% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:26,821 : INFO : EPOCH 6 - PROGRESS: at 88.64% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:27,846 : INFO : EPOCH 6 - PROGRESS: at 88.77% examples, 224257 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:28,878 : INFO : EPOCH 6 - PROGRESS: at 88.90% examples, 224257 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:29,879 : INFO : EPOCH 6 - PROGRESS: at 89.02% examples, 224260 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:30,889 : INFO : EPOCH 6 - PROGRESS: at 89.12% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:31,890 : INFO : EPOCH 6 - PROGRESS: at 89.26% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:32,903 : INFO : EPOCH 6 - PROGRESS: at 89.40% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:33,925 : INFO : EPOCH 6 - PROGRESS: at 89.51% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:34,963 : INFO : EPOCH 6 - PROGRESS: at 89.63% examples, 224255 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:35,972 : INFO : EPOCH 6 - PROGRESS: at 89.76% examples, 224264 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:36,984 : INFO : EPOCH 6 - PROGRESS: at 89.88% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:37,989 : INFO : EPOCH 6 - PROGRESS: at 90.01% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:39,005 : INFO : EPOCH 6 - PROGRESS: at 90.11% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:40,037 : INFO : EPOCH 6 - PROGRESS: at 90.23% examples, 224265 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:41,050 : INFO : EPOCH 6 - PROGRESS: at 90.34% examples, 224252 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:42,056 : INFO : EPOCH 6 - PROGRESS: at 90.47% examples, 224260 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:43,076 : INFO : EPOCH 6 - PROGRESS: at 90.60% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:44,097 : INFO : EPOCH 6 - PROGRESS: at 90.73% examples, 224260 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:45,099 : INFO : EPOCH 6 - PROGRESS: at 90.83% examples, 224266 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:46,143 : INFO : EPOCH 6 - PROGRESS: at 90.95% examples, 224257 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:47,170 : INFO : EPOCH 6 - PROGRESS: at 91.07% examples, 224258 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:48,193 : INFO : EPOCH 6 - PROGRESS: at 91.18% examples, 224260 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:49,242 : INFO : EPOCH 6 - PROGRESS: at 91.31% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:50,252 : INFO : EPOCH 6 - PROGRESS: at 91.42% examples, 224273 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:51,259 : INFO : EPOCH 6 - PROGRESS: at 91.56% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:52,305 : INFO : EPOCH 6 - PROGRESS: at 91.68% examples, 224258 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:53,340 : INFO : EPOCH 6 - PROGRESS: at 91.81% examples, 224262 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:54,407 : INFO : EPOCH 6 - PROGRESS: at 91.93% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:55,424 : INFO : EPOCH 6 - PROGRESS: at 92.06% examples, 224272 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:56,450 : INFO : EPOCH 6 - PROGRESS: at 92.18% examples, 224265 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:57,450 : INFO : EPOCH 6 - PROGRESS: at 92.31% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:58,480 : INFO : EPOCH 6 - PROGRESS: at 92.44% examples, 224264 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:45:59,542 : INFO : EPOCH 6 - PROGRESS: at 92.57% examples, 224265 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:00,561 : INFO : EPOCH 6 - PROGRESS: at 92.70% examples, 224260 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:01,594 : INFO : EPOCH 6 - PROGRESS: at 92.83% examples, 224271 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:02,608 : INFO : EPOCH 6 - PROGRESS: at 92.95% examples, 224273 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:03,637 : INFO : EPOCH 6 - PROGRESS: at 93.07% examples, 224269 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:04,680 : INFO : EPOCH 6 - PROGRESS: at 93.19% examples, 224268 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:05,682 : INFO : EPOCH 6 - PROGRESS: at 93.30% examples, 224273 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:06,684 : INFO : EPOCH 6 - PROGRESS: at 93.42% examples, 224274 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:07,693 : INFO : EPOCH 6 - PROGRESS: at 93.55% examples, 224278 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:08,730 : INFO : EPOCH 6 - PROGRESS: at 93.67% examples, 224268 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:09,739 : INFO : EPOCH 6 - PROGRESS: at 93.79% examples, 224263 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:10,743 : INFO : EPOCH 6 - PROGRESS: at 93.90% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:11,810 : INFO : EPOCH 6 - PROGRESS: at 94.03% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:12,844 : INFO : EPOCH 6 - PROGRESS: at 94.15% examples, 224279 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:13,849 : INFO : EPOCH 6 - PROGRESS: at 94.27% examples, 224274 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:14,859 : INFO : EPOCH 6 - PROGRESS: at 94.39% examples, 224272 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:15,904 : INFO : EPOCH 6 - PROGRESS: at 94.50% examples, 224278 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:16,904 : INFO : EPOCH 6 - PROGRESS: at 94.61% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:17,916 : INFO : EPOCH 6 - PROGRESS: at 94.73% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:18,941 : INFO : EPOCH 6 - PROGRESS: at 94.85% examples, 224268 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:19,953 : INFO : EPOCH 6 - PROGRESS: at 94.97% examples, 224279 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:20,959 : INFO : EPOCH 6 - PROGRESS: at 95.10% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:21,965 : INFO : EPOCH 6 - PROGRESS: at 95.23% examples, 224281 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:22,988 : INFO : EPOCH 6 - PROGRESS: at 95.33% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:24,018 : INFO : EPOCH 6 - PROGRESS: at 95.47% examples, 224280 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:25,021 : INFO : EPOCH 6 - PROGRESS: at 95.58% examples, 224286 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:26,032 : INFO : EPOCH 6 - PROGRESS: at 95.70% examples, 224288 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:27,054 : INFO : EPOCH 6 - PROGRESS: at 95.82% examples, 224280 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:28,065 : INFO : EPOCH 6 - PROGRESS: at 95.93% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:29,066 : INFO : EPOCH 6 - PROGRESS: at 96.05% examples, 224285 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:30,078 : INFO : EPOCH 6 - PROGRESS: at 96.16% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:31,098 : INFO : EPOCH 6 - PROGRESS: at 96.27% examples, 224285 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:32,102 : INFO : EPOCH 6 - PROGRESS: at 96.39% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:33,104 : INFO : EPOCH 6 - PROGRESS: at 96.51% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:34,128 : INFO : EPOCH 6 - PROGRESS: at 96.64% examples, 224286 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:35,148 : INFO : EPOCH 6 - PROGRESS: at 96.79% examples, 224286 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:36,151 : INFO : EPOCH 6 - PROGRESS: at 96.93% examples, 224292 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:37,171 : INFO : EPOCH 6 - PROGRESS: at 97.06% examples, 224293 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:38,190 : INFO : EPOCH 6 - PROGRESS: at 97.19% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:39,218 : INFO : EPOCH 6 - PROGRESS: at 97.32% examples, 224280 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:40,259 : INFO : EPOCH 6 - PROGRESS: at 97.44% examples, 224264 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:41,268 : INFO : EPOCH 6 - PROGRESS: at 97.56% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:42,291 : INFO : EPOCH 6 - PROGRESS: at 97.68% examples, 224254 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:43,341 : INFO : EPOCH 6 - PROGRESS: at 97.79% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:44,387 : INFO : EPOCH 6 - PROGRESS: at 97.91% examples, 224180 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:45,423 : INFO : EPOCH 6 - PROGRESS: at 98.03% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:46,456 : INFO : EPOCH 6 - PROGRESS: at 98.17% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:47,501 : INFO : EPOCH 6 - PROGRESS: at 98.31% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:48,540 : INFO : EPOCH 6 - PROGRESS: at 98.46% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:49,556 : INFO : EPOCH 6 - PROGRESS: at 98.56% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:50,562 : INFO : EPOCH 6 - PROGRESS: at 98.67% examples, 224189 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:51,599 : INFO : EPOCH 6 - PROGRESS: at 98.80% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:52,656 : INFO : EPOCH 6 - PROGRESS: at 98.94% examples, 224189 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:53,695 : INFO : EPOCH 6 - PROGRESS: at 99.05% examples, 224182 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:54,703 : INFO : EPOCH 6 - PROGRESS: at 99.17% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:55,759 : INFO : EPOCH 6 - PROGRESS: at 99.30% examples, 224182 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:56,820 : INFO : EPOCH 6 - PROGRESS: at 99.44% examples, 224188 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:57,840 : INFO : EPOCH 6 - PROGRESS: at 99.55% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:58,859 : INFO : EPOCH 6 - PROGRESS: at 99.66% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:46:59,940 : INFO : EPOCH 6 - PROGRESS: at 99.80% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:00,956 : INFO : EPOCH 6 - PROGRESS: at 99.94% examples, 224194 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:01,437 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 14:47:01,461 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 14:47:01,470 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 14:47:01,484 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 14:47:01,485 : INFO : EPOCH - 6 : training on 246540407 raw words (186691002 effective words) took 832.7s, 224204 effective words/s
2020-07-16 14:47:02,510 : INFO : EPOCH 7 - PROGRESS: at 0.13% examples, 212168 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:03,539 : INFO : EPOCH 7 - PROGRESS: at 0.27% examples, 216751 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:04,553 : INFO : EPOCH 7 - PROGRESS: at 0.40% examples, 220941 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:05,610 : INFO : EPOCH 7 - PROGRESS: at 0.53% examples, 220595 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:06,611 : INFO : EPOCH 7 - PROGRESS: at 0.64% examples, 220482 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:07,620 : INFO : EPOCH 7 - PROGRESS: at 0.76% examples, 221611 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:08,648 : INFO : EPOCH 7 - PROGRESS: at 0.89% examples, 222579 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:09,668 : INFO : EPOCH 7 - PROGRESS: at 1.01% examples, 223006 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:10,698 : INFO : EPOCH 7 - PROGRESS: at 1.11% examples, 222569 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:11,704 : INFO : EPOCH 7 - PROGRESS: at 1.23% examples, 223390 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:12,736 : INFO : EPOCH 7 - PROGRESS: at 1.35% examples, 223136 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:13,766 : INFO : EPOCH 7 - PROGRESS: at 1.47% examples, 222762 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:14,771 : INFO : EPOCH 7 - PROGRESS: at 1.61% examples, 223020 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:15,773 : INFO : EPOCH 7 - PROGRESS: at 1.73% examples, 223522 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:16,792 : INFO : EPOCH 7 - PROGRESS: at 1.86% examples, 223097 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:17,836 : INFO : EPOCH 7 - PROGRESS: at 1.99% examples, 223029 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:18,839 : INFO : EPOCH 7 - PROGRESS: at 2.10% examples, 223577 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:19,928 : INFO : EPOCH 7 - PROGRESS: at 2.22% examples, 223079 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:20,930 : INFO : EPOCH 7 - PROGRESS: at 2.34% examples, 223565 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:21,957 : INFO : EPOCH 7 - PROGRESS: at 2.46% examples, 223768 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:22,979 : INFO : EPOCH 7 - PROGRESS: at 2.57% examples, 223370 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:24,005 : INFO : EPOCH 7 - PROGRESS: at 2.70% examples, 223518 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:25,025 : INFO : EPOCH 7 - PROGRESS: at 2.83% examples, 223859 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:26,094 : INFO : EPOCH 7 - PROGRESS: at 2.95% examples, 223417 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:27,116 : INFO : EPOCH 7 - PROGRESS: at 3.08% examples, 223576 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:28,162 : INFO : EPOCH 7 - PROGRESS: at 3.19% examples, 223608 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:29,232 : INFO : EPOCH 7 - PROGRESS: at 3.31% examples, 223527 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:30,321 : INFO : EPOCH 7 - PROGRESS: at 3.44% examples, 223513 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:31,334 : INFO : EPOCH 7 - PROGRESS: at 3.57% examples, 223961 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:32,344 : INFO : EPOCH 7 - PROGRESS: at 3.70% examples, 223842 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:33,355 : INFO : EPOCH 7 - PROGRESS: at 3.83% examples, 223836 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:34,372 : INFO : EPOCH 7 - PROGRESS: at 3.95% examples, 223940 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:35,380 : INFO : EPOCH 7 - PROGRESS: at 4.05% examples, 223765 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:36,401 : INFO : EPOCH 7 - PROGRESS: at 4.17% examples, 223925 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:37,403 : INFO : EPOCH 7 - PROGRESS: at 4.29% examples, 223869 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:38,466 : INFO : EPOCH 7 - PROGRESS: at 4.41% examples, 223850 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:39,482 : INFO : EPOCH 7 - PROGRESS: at 4.53% examples, 223765 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:40,553 : INFO : EPOCH 7 - PROGRESS: at 4.67% examples, 223734 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:41,575 : INFO : EPOCH 7 - PROGRESS: at 4.78% examples, 223874 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:42,602 : INFO : EPOCH 7 - PROGRESS: at 4.91% examples, 223805 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:43,607 : INFO : EPOCH 7 - PROGRESS: at 5.03% examples, 223959 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:44,619 : INFO : EPOCH 7 - PROGRESS: at 5.15% examples, 223761 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:45,641 : INFO : EPOCH 7 - PROGRESS: at 5.26% examples, 223844 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:46,655 : INFO : EPOCH 7 - PROGRESS: at 5.36% examples, 223707 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:47,670 : INFO : EPOCH 7 - PROGRESS: at 5.50% examples, 223869 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:48,676 : INFO : EPOCH 7 - PROGRESS: at 5.62% examples, 223881 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:49,696 : INFO : EPOCH 7 - PROGRESS: at 5.76% examples, 223868 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:50,733 : INFO : EPOCH 7 - PROGRESS: at 5.89% examples, 223972 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:51,738 : INFO : EPOCH 7 - PROGRESS: at 5.99% examples, 223853 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:52,740 : INFO : EPOCH 7 - PROGRESS: at 6.13% examples, 224034 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:53,754 : INFO : EPOCH 7 - PROGRESS: at 6.25% examples, 224003 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:54,791 : INFO : EPOCH 7 - PROGRESS: at 6.38% examples, 223945 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:55,797 : INFO : EPOCH 7 - PROGRESS: at 6.48% examples, 223940 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:56,832 : INFO : EPOCH 7 - PROGRESS: at 6.60% examples, 223884 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:57,843 : INFO : EPOCH 7 - PROGRESS: at 6.71% examples, 223994 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:58,874 : INFO : EPOCH 7 - PROGRESS: at 6.83% examples, 224028 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:47:59,881 : INFO : EPOCH 7 - PROGRESS: at 6.95% examples, 223977 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:00,881 : INFO : EPOCH 7 - PROGRESS: at 7.07% examples, 223888 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:01,894 : INFO : EPOCH 7 - PROGRESS: at 7.21% examples, 223964 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:02,917 : INFO : EPOCH 7 - PROGRESS: at 7.34% examples, 223943 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:03,942 : INFO : EPOCH 7 - PROGRESS: at 7.46% examples, 223843 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:04,944 : INFO : EPOCH 7 - PROGRESS: at 7.60% examples, 224046 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:05,946 : INFO : EPOCH 7 - PROGRESS: at 7.71% examples, 223915 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:06,977 : INFO : EPOCH 7 - PROGRESS: at 7.83% examples, 223852 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:07,995 : INFO : EPOCH 7 - PROGRESS: at 7.95% examples, 224009 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:08,999 : INFO : EPOCH 7 - PROGRESS: at 8.06% examples, 224048 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:10,001 : INFO : EPOCH 7 - PROGRESS: at 8.17% examples, 223968 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:11,035 : INFO : EPOCH 7 - PROGRESS: at 8.30% examples, 223928 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:12,043 : INFO : EPOCH 7 - PROGRESS: at 8.42% examples, 224096 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:13,077 : INFO : EPOCH 7 - PROGRESS: at 8.54% examples, 224015 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:14,103 : INFO : EPOCH 7 - PROGRESS: at 8.67% examples, 223992 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:15,122 : INFO : EPOCH 7 - PROGRESS: at 8.80% examples, 223956 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:16,144 : INFO : EPOCH 7 - PROGRESS: at 8.92% examples, 224072 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:17,157 : INFO : EPOCH 7 - PROGRESS: at 9.03% examples, 224037 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:18,191 : INFO : EPOCH 7 - PROGRESS: at 9.16% examples, 223951 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:19,216 : INFO : EPOCH 7 - PROGRESS: at 9.30% examples, 224012 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:20,256 : INFO : EPOCH 7 - PROGRESS: at 9.42% examples, 224031 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:21,258 : INFO : EPOCH 7 - PROGRESS: at 9.53% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:22,275 : INFO : EPOCH 7 - PROGRESS: at 9.64% examples, 224048 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:23,311 : INFO : EPOCH 7 - PROGRESS: at 9.75% examples, 224075 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:24,345 : INFO : EPOCH 7 - PROGRESS: at 9.88% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:25,366 : INFO : EPOCH 7 - PROGRESS: at 10.02% examples, 224088 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:26,397 : INFO : EPOCH 7 - PROGRESS: at 10.15% examples, 224115 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:27,430 : INFO : EPOCH 7 - PROGRESS: at 10.28% examples, 224057 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:28,431 : INFO : EPOCH 7 - PROGRESS: at 10.40% examples, 224121 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:29,484 : INFO : EPOCH 7 - PROGRESS: at 10.52% examples, 224041 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:30,547 : INFO : EPOCH 7 - PROGRESS: at 10.65% examples, 224042 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:31,550 : INFO : EPOCH 7 - PROGRESS: at 10.77% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:32,569 : INFO : EPOCH 7 - PROGRESS: at 10.90% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:33,571 : INFO : EPOCH 7 - PROGRESS: at 11.03% examples, 224117 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:34,617 : INFO : EPOCH 7 - PROGRESS: at 11.14% examples, 224090 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:35,697 : INFO : EPOCH 7 - PROGRESS: at 11.27% examples, 224057 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:36,759 : INFO : EPOCH 7 - PROGRESS: at 11.39% examples, 223920 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:37,774 : INFO : EPOCH 7 - PROGRESS: at 11.51% examples, 223874 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:38,811 : INFO : EPOCH 7 - PROGRESS: at 11.61% examples, 223913 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:39,831 : INFO : EPOCH 7 - PROGRESS: at 11.74% examples, 223936 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:40,853 : INFO : EPOCH 7 - PROGRESS: at 11.87% examples, 223947 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:41,862 : INFO : EPOCH 7 - PROGRESS: at 12.01% examples, 223980 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:42,862 : INFO : EPOCH 7 - PROGRESS: at 12.14% examples, 224028 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:43,874 : INFO : EPOCH 7 - PROGRESS: at 12.27% examples, 223994 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:44,878 : INFO : EPOCH 7 - PROGRESS: at 12.37% examples, 223897 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:45,880 : INFO : EPOCH 7 - PROGRESS: at 12.49% examples, 223955 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:46,892 : INFO : EPOCH 7 - PROGRESS: at 12.61% examples, 224015 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:47,896 : INFO : EPOCH 7 - PROGRESS: at 12.74% examples, 224042 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:48,904 : INFO : EPOCH 7 - PROGRESS: at 12.86% examples, 224020 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:49,936 : INFO : EPOCH 7 - PROGRESS: at 13.01% examples, 224011 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:50,954 : INFO : EPOCH 7 - PROGRESS: at 13.13% examples, 223974 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:51,955 : INFO : EPOCH 7 - PROGRESS: at 13.27% examples, 223988 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:52,977 : INFO : EPOCH 7 - PROGRESS: at 13.40% examples, 223996 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:53,996 : INFO : EPOCH 7 - PROGRESS: at 13.52% examples, 223983 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:55,002 : INFO : EPOCH 7 - PROGRESS: at 13.65% examples, 223948 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:56,021 : INFO : EPOCH 7 - PROGRESS: at 13.76% examples, 224019 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:57,030 : INFO : EPOCH 7 - PROGRESS: at 13.88% examples, 223947 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:58,071 : INFO : EPOCH 7 - PROGRESS: at 14.00% examples, 224006 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:48:59,072 : INFO : EPOCH 7 - PROGRESS: at 14.13% examples, 224013 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:00,131 : INFO : EPOCH 7 - PROGRESS: at 14.26% examples, 223978 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:01,151 : INFO : EPOCH 7 - PROGRESS: at 14.39% examples, 224010 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:02,156 : INFO : EPOCH 7 - PROGRESS: at 14.51% examples, 224057 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:03,169 : INFO : EPOCH 7 - PROGRESS: at 14.64% examples, 223994 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:04,172 : INFO : EPOCH 7 - PROGRESS: at 14.78% examples, 223991 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:05,210 : INFO : EPOCH 7 - PROGRESS: at 14.91% examples, 223998 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:06,245 : INFO : EPOCH 7 - PROGRESS: at 15.02% examples, 224013 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:07,252 : INFO : EPOCH 7 - PROGRESS: at 15.15% examples, 224065 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:08,265 : INFO : EPOCH 7 - PROGRESS: at 15.28% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:09,280 : INFO : EPOCH 7 - PROGRESS: at 15.41% examples, 224041 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:10,321 : INFO : EPOCH 7 - PROGRESS: at 15.53% examples, 224052 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:11,340 : INFO : EPOCH 7 - PROGRESS: at 15.66% examples, 224050 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:12,362 : INFO : EPOCH 7 - PROGRESS: at 15.78% examples, 223973 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:13,387 : INFO : EPOCH 7 - PROGRESS: at 15.91% examples, 224030 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:14,410 : INFO : EPOCH 7 - PROGRESS: at 16.04% examples, 224014 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:15,458 : INFO : EPOCH 7 - PROGRESS: at 16.17% examples, 223983 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:16,466 : INFO : EPOCH 7 - PROGRESS: at 16.30% examples, 224064 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:17,524 : INFO : EPOCH 7 - PROGRESS: at 16.43% examples, 224028 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:18,563 : INFO : EPOCH 7 - PROGRESS: at 16.55% examples, 224026 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:19,587 : INFO : EPOCH 7 - PROGRESS: at 16.67% examples, 224050 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:20,589 : INFO : EPOCH 7 - PROGRESS: at 16.79% examples, 224104 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:21,655 : INFO : EPOCH 7 - PROGRESS: at 16.93% examples, 224034 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:22,702 : INFO : EPOCH 7 - PROGRESS: at 17.06% examples, 224078 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:23,717 : INFO : EPOCH 7 - PROGRESS: at 17.16% examples, 224093 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:24,736 : INFO : EPOCH 7 - PROGRESS: at 17.27% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:25,746 : INFO : EPOCH 7 - PROGRESS: at 17.40% examples, 224113 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:26,775 : INFO : EPOCH 7 - PROGRESS: at 17.52% examples, 224054 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:27,798 : INFO : EPOCH 7 - PROGRESS: at 17.62% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:28,849 : INFO : EPOCH 7 - PROGRESS: at 17.77% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:29,856 : INFO : EPOCH 7 - PROGRESS: at 17.88% examples, 224108 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:30,881 : INFO : EPOCH 7 - PROGRESS: at 18.02% examples, 224146 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:31,916 : INFO : EPOCH 7 - PROGRESS: at 18.14% examples, 224093 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:32,991 : INFO : EPOCH 7 - PROGRESS: at 18.27% examples, 224062 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:33,994 : INFO : EPOCH 7 - PROGRESS: at 18.39% examples, 224152 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:35,002 : INFO : EPOCH 7 - PROGRESS: at 18.50% examples, 224096 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:36,009 : INFO : EPOCH 7 - PROGRESS: at 18.62% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:37,030 : INFO : EPOCH 7 - PROGRESS: at 18.73% examples, 224110 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:38,057 : INFO : EPOCH 7 - PROGRESS: at 18.86% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:39,094 : INFO : EPOCH 7 - PROGRESS: at 18.97% examples, 224128 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:40,103 : INFO : EPOCH 7 - PROGRESS: at 19.09% examples, 224134 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:41,109 : INFO : EPOCH 7 - PROGRESS: at 19.22% examples, 224119 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:42,123 : INFO : EPOCH 7 - PROGRESS: at 19.34% examples, 224168 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:43,229 : INFO : EPOCH 7 - PROGRESS: at 19.46% examples, 224073 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:44,254 : INFO : EPOCH 7 - PROGRESS: at 19.60% examples, 224145 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:45,255 : INFO : EPOCH 7 - PROGRESS: at 19.72% examples, 224169 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:46,296 : INFO : EPOCH 7 - PROGRESS: at 19.83% examples, 224130 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:47,312 : INFO : EPOCH 7 - PROGRESS: at 19.97% examples, 224146 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:48,352 : INFO : EPOCH 7 - PROGRESS: at 20.10% examples, 224146 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:49,358 : INFO : EPOCH 7 - PROGRESS: at 20.22% examples, 224176 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:50,359 : INFO : EPOCH 7 - PROGRESS: at 20.33% examples, 224163 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:51,363 : INFO : EPOCH 7 - PROGRESS: at 20.45% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:52,397 : INFO : EPOCH 7 - PROGRESS: at 20.58% examples, 224138 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:53,424 : INFO : EPOCH 7 - PROGRESS: at 20.71% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:54,534 : INFO : EPOCH 7 - PROGRESS: at 20.84% examples, 224108 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:55,536 : INFO : EPOCH 7 - PROGRESS: at 20.98% examples, 224207 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:56,608 : INFO : EPOCH 7 - PROGRESS: at 21.10% examples, 224126 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:57,626 : INFO : EPOCH 7 - PROGRESS: at 21.22% examples, 224131 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:58,638 : INFO : EPOCH 7 - PROGRESS: at 21.34% examples, 224161 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:49:59,670 : INFO : EPOCH 7 - PROGRESS: at 21.46% examples, 224179 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:00,753 : INFO : EPOCH 7 - PROGRESS: at 21.61% examples, 224103 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:01,764 : INFO : EPOCH 7 - PROGRESS: at 21.71% examples, 224179 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:02,775 : INFO : EPOCH 7 - PROGRESS: at 21.84% examples, 224194 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:03,808 : INFO : EPOCH 7 - PROGRESS: at 21.98% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:04,824 : INFO : EPOCH 7 - PROGRESS: at 22.11% examples, 224201 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:05,843 : INFO : EPOCH 7 - PROGRESS: at 22.23% examples, 224171 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:06,848 : INFO : EPOCH 7 - PROGRESS: at 22.35% examples, 224193 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:07,934 : INFO : EPOCH 7 - PROGRESS: at 22.46% examples, 224129 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:08,938 : INFO : EPOCH 7 - PROGRESS: at 22.57% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:09,970 : INFO : EPOCH 7 - PROGRESS: at 22.69% examples, 224204 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:11,042 : INFO : EPOCH 7 - PROGRESS: at 22.83% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:12,043 : INFO : EPOCH 7 - PROGRESS: at 22.95% examples, 224205 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:13,057 : INFO : EPOCH 7 - PROGRESS: at 23.08% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:14,105 : INFO : EPOCH 7 - PROGRESS: at 23.20% examples, 224165 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:15,106 : INFO : EPOCH 7 - PROGRESS: at 23.32% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:16,110 : INFO : EPOCH 7 - PROGRESS: at 23.44% examples, 224200 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:17,139 : INFO : EPOCH 7 - PROGRESS: at 23.56% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:18,171 : INFO : EPOCH 7 - PROGRESS: at 23.69% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:19,222 : INFO : EPOCH 7 - PROGRESS: at 23.82% examples, 224200 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:20,238 : INFO : EPOCH 7 - PROGRESS: at 23.96% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:21,258 : INFO : EPOCH 7 - PROGRESS: at 24.09% examples, 224220 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:22,315 : INFO : EPOCH 7 - PROGRESS: at 24.20% examples, 224199 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:23,321 : INFO : EPOCH 7 - PROGRESS: at 24.33% examples, 224206 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:24,364 : INFO : EPOCH 7 - PROGRESS: at 24.45% examples, 224182 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:25,378 : INFO : EPOCH 7 - PROGRESS: at 24.56% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:26,384 : INFO : EPOCH 7 - PROGRESS: at 24.68% examples, 224229 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:27,481 : INFO : EPOCH 7 - PROGRESS: at 24.80% examples, 224149 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:28,567 : INFO : EPOCH 7 - PROGRESS: at 24.93% examples, 224158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:29,578 : INFO : EPOCH 7 - PROGRESS: at 25.03% examples, 224183 words/s, in_qsize 8, out_qsize 0
2020-07-16 14:50:30,598 : INFO : EPOCH 7 - PROGRESS: at 25.16% examples, 224194 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:31,608 : INFO : EPOCH 7 - PROGRESS: at 25.28% examples, 224176 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:32,624 : INFO : EPOCH 7 - PROGRESS: at 25.40% examples, 224183 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:33,651 : INFO : EPOCH 7 - PROGRESS: at 25.52% examples, 224173 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:34,652 : INFO : EPOCH 7 - PROGRESS: at 25.64% examples, 224194 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:35,653 : INFO : EPOCH 7 - PROGRESS: at 25.75% examples, 224190 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:36,655 : INFO : EPOCH 7 - PROGRESS: at 25.86% examples, 224202 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:37,681 : INFO : EPOCH 7 - PROGRESS: at 25.99% examples, 224212 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:38,682 : INFO : EPOCH 7 - PROGRESS: at 26.12% examples, 224204 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:39,721 : INFO : EPOCH 7 - PROGRESS: at 26.24% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:40,730 : INFO : EPOCH 7 - PROGRESS: at 26.36% examples, 224207 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:41,732 : INFO : EPOCH 7 - PROGRESS: at 26.50% examples, 224212 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:42,740 : INFO : EPOCH 7 - PROGRESS: at 26.64% examples, 224237 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:43,741 : INFO : EPOCH 7 - PROGRESS: at 26.75% examples, 224200 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:44,774 : INFO : EPOCH 7 - PROGRESS: at 26.90% examples, 224203 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:45,799 : INFO : EPOCH 7 - PROGRESS: at 27.02% examples, 224207 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:46,819 : INFO : EPOCH 7 - PROGRESS: at 27.14% examples, 224213 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:47,824 : INFO : EPOCH 7 - PROGRESS: at 27.26% examples, 224228 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:48,826 : INFO : EPOCH 7 - PROGRESS: at 27.38% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:49,863 : INFO : EPOCH 7 - PROGRESS: at 27.51% examples, 224212 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:50,864 : INFO : EPOCH 7 - PROGRESS: at 27.64% examples, 224201 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:51,874 : INFO : EPOCH 7 - PROGRESS: at 27.78% examples, 224200 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:52,896 : INFO : EPOCH 7 - PROGRESS: at 27.90% examples, 224231 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:53,910 : INFO : EPOCH 7 - PROGRESS: at 28.04% examples, 224212 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:54,922 : INFO : EPOCH 7 - PROGRESS: at 28.17% examples, 224250 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:55,934 : INFO : EPOCH 7 - PROGRESS: at 28.29% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:56,957 : INFO : EPOCH 7 - PROGRESS: at 28.40% examples, 224238 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:57,995 : INFO : EPOCH 7 - PROGRESS: at 28.54% examples, 224230 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:50:59,041 : INFO : EPOCH 7 - PROGRESS: at 28.66% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:00,066 : INFO : EPOCH 7 - PROGRESS: at 28.80% examples, 224199 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:01,120 : INFO : EPOCH 7 - PROGRESS: at 28.94% examples, 224211 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:02,120 : INFO : EPOCH 7 - PROGRESS: at 29.07% examples, 224228 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:03,148 : INFO : EPOCH 7 - PROGRESS: at 29.20% examples, 224242 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:04,175 : INFO : EPOCH 7 - PROGRESS: at 29.31% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:05,236 : INFO : EPOCH 7 - PROGRESS: at 29.44% examples, 224218 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:06,242 : INFO : EPOCH 7 - PROGRESS: at 29.56% examples, 224237 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:07,304 : INFO : EPOCH 7 - PROGRESS: at 29.68% examples, 224216 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:08,394 : INFO : EPOCH 7 - PROGRESS: at 29.78% examples, 224195 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:09,394 : INFO : EPOCH 7 - PROGRESS: at 29.90% examples, 224205 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:10,396 : INFO : EPOCH 7 - PROGRESS: at 30.00% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:11,410 : INFO : EPOCH 7 - PROGRESS: at 30.10% examples, 224173 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:12,463 : INFO : EPOCH 7 - PROGRESS: at 30.24% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:13,480 : INFO : EPOCH 7 - PROGRESS: at 30.34% examples, 224038 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:14,529 : INFO : EPOCH 7 - PROGRESS: at 30.43% examples, 223894 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:15,570 : INFO : EPOCH 7 - PROGRESS: at 30.55% examples, 223900 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:16,584 : INFO : EPOCH 7 - PROGRESS: at 30.69% examples, 223911 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:17,633 : INFO : EPOCH 7 - PROGRESS: at 30.81% examples, 223898 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:18,651 : INFO : EPOCH 7 - PROGRESS: at 30.94% examples, 223900 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:19,718 : INFO : EPOCH 7 - PROGRESS: at 31.07% examples, 223889 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:20,723 : INFO : EPOCH 7 - PROGRESS: at 31.19% examples, 223906 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:21,727 : INFO : EPOCH 7 - PROGRESS: at 31.30% examples, 223913 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:22,778 : INFO : EPOCH 7 - PROGRESS: at 31.43% examples, 223909 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:23,815 : INFO : EPOCH 7 - PROGRESS: at 31.56% examples, 223911 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:24,818 : INFO : EPOCH 7 - PROGRESS: at 31.68% examples, 223920 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:25,855 : INFO : EPOCH 7 - PROGRESS: at 31.81% examples, 223922 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:26,887 : INFO : EPOCH 7 - PROGRESS: at 31.91% examples, 223929 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:27,889 : INFO : EPOCH 7 - PROGRESS: at 32.02% examples, 223904 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:28,916 : INFO : EPOCH 7 - PROGRESS: at 32.12% examples, 223932 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:29,979 : INFO : EPOCH 7 - PROGRESS: at 32.24% examples, 223927 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:30,985 : INFO : EPOCH 7 - PROGRESS: at 32.37% examples, 223930 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:31,997 : INFO : EPOCH 7 - PROGRESS: at 32.48% examples, 223950 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:33,020 : INFO : EPOCH 7 - PROGRESS: at 32.59% examples, 223935 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:34,052 : INFO : EPOCH 7 - PROGRESS: at 32.71% examples, 223957 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:35,057 : INFO : EPOCH 7 - PROGRESS: at 32.84% examples, 223926 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:36,119 : INFO : EPOCH 7 - PROGRESS: at 32.97% examples, 223939 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:37,124 : INFO : EPOCH 7 - PROGRESS: at 33.11% examples, 223961 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:38,133 : INFO : EPOCH 7 - PROGRESS: at 33.24% examples, 223978 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:39,152 : INFO : EPOCH 7 - PROGRESS: at 33.36% examples, 223948 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:40,205 : INFO : EPOCH 7 - PROGRESS: at 33.47% examples, 223944 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:41,220 : INFO : EPOCH 7 - PROGRESS: at 33.60% examples, 223955 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:42,243 : INFO : EPOCH 7 - PROGRESS: at 33.71% examples, 223951 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:43,243 : INFO : EPOCH 7 - PROGRESS: at 33.85% examples, 223983 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:44,302 : INFO : EPOCH 7 - PROGRESS: at 33.98% examples, 223959 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:45,302 : INFO : EPOCH 7 - PROGRESS: at 34.10% examples, 223997 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:46,340 : INFO : EPOCH 7 - PROGRESS: at 34.21% examples, 223974 words/s, in_qsize 6, out_qsize 1
2020-07-16 14:51:47,355 : INFO : EPOCH 7 - PROGRESS: at 34.33% examples, 223962 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:48,364 : INFO : EPOCH 7 - PROGRESS: at 34.46% examples, 223994 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:49,377 : INFO : EPOCH 7 - PROGRESS: at 34.58% examples, 223996 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:50,394 : INFO : EPOCH 7 - PROGRESS: at 34.70% examples, 223991 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:51,433 : INFO : EPOCH 7 - PROGRESS: at 34.82% examples, 223960 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:52,449 : INFO : EPOCH 7 - PROGRESS: at 34.96% examples, 223969 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:53,454 : INFO : EPOCH 7 - PROGRESS: at 35.08% examples, 223977 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:54,481 : INFO : EPOCH 7 - PROGRESS: at 35.20% examples, 223993 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:55,488 : INFO : EPOCH 7 - PROGRESS: at 35.32% examples, 223976 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:56,505 : INFO : EPOCH 7 - PROGRESS: at 35.44% examples, 223995 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:57,528 : INFO : EPOCH 7 - PROGRESS: at 35.57% examples, 224001 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:58,601 : INFO : EPOCH 7 - PROGRESS: at 35.68% examples, 223980 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:51:59,612 : INFO : EPOCH 7 - PROGRESS: at 35.80% examples, 223987 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:00,620 : INFO : EPOCH 7 - PROGRESS: at 35.91% examples, 223980 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:01,625 : INFO : EPOCH 7 - PROGRESS: at 36.03% examples, 223993 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:02,638 : INFO : EPOCH 7 - PROGRESS: at 36.15% examples, 223973 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:03,642 : INFO : EPOCH 7 - PROGRESS: at 36.28% examples, 224002 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:04,643 : INFO : EPOCH 7 - PROGRESS: at 36.39% examples, 223987 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:05,643 : INFO : EPOCH 7 - PROGRESS: at 36.50% examples, 224008 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:06,658 : INFO : EPOCH 7 - PROGRESS: at 36.61% examples, 224007 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:07,710 : INFO : EPOCH 7 - PROGRESS: at 36.73% examples, 223999 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:08,723 : INFO : EPOCH 7 - PROGRESS: at 36.85% examples, 223995 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:09,724 : INFO : EPOCH 7 - PROGRESS: at 36.97% examples, 224022 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:10,785 : INFO : EPOCH 7 - PROGRESS: at 37.08% examples, 223997 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:11,787 : INFO : EPOCH 7 - PROGRESS: at 37.21% examples, 224001 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:12,794 : INFO : EPOCH 7 - PROGRESS: at 37.34% examples, 224036 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:13,818 : INFO : EPOCH 7 - PROGRESS: at 37.47% examples, 224021 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:14,822 : INFO : EPOCH 7 - PROGRESS: at 37.60% examples, 224036 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:15,841 : INFO : EPOCH 7 - PROGRESS: at 37.71% examples, 224013 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:16,907 : INFO : EPOCH 7 - PROGRESS: at 37.85% examples, 223997 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:17,916 : INFO : EPOCH 7 - PROGRESS: at 37.97% examples, 224032 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:18,952 : INFO : EPOCH 7 - PROGRESS: at 38.10% examples, 224022 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:19,994 : INFO : EPOCH 7 - PROGRESS: at 38.21% examples, 224011 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:21,005 : INFO : EPOCH 7 - PROGRESS: at 38.33% examples, 224048 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:22,043 : INFO : EPOCH 7 - PROGRESS: at 38.44% examples, 224022 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:23,044 : INFO : EPOCH 7 - PROGRESS: at 38.56% examples, 224044 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:24,047 : INFO : EPOCH 7 - PROGRESS: at 38.68% examples, 224052 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:25,062 : INFO : EPOCH 7 - PROGRESS: at 38.79% examples, 224036 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:26,067 : INFO : EPOCH 7 - PROGRESS: at 38.91% examples, 224056 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:27,163 : INFO : EPOCH 7 - PROGRESS: at 39.06% examples, 224024 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:28,223 : INFO : EPOCH 7 - PROGRESS: at 39.19% examples, 224040 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:29,233 : INFO : EPOCH 7 - PROGRESS: at 39.30% examples, 224037 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:30,242 : INFO : EPOCH 7 - PROGRESS: at 39.42% examples, 224059 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:31,276 : INFO : EPOCH 7 - PROGRESS: at 39.54% examples, 224041 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:32,292 : INFO : EPOCH 7 - PROGRESS: at 39.68% examples, 224072 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:33,295 : INFO : EPOCH 7 - PROGRESS: at 39.80% examples, 224061 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:34,350 : INFO : EPOCH 7 - PROGRESS: at 39.92% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:35,394 : INFO : EPOCH 7 - PROGRESS: at 40.04% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:36,400 : INFO : EPOCH 7 - PROGRESS: at 40.16% examples, 224056 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:37,410 : INFO : EPOCH 7 - PROGRESS: at 40.27% examples, 224067 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:38,422 : INFO : EPOCH 7 - PROGRESS: at 40.40% examples, 224087 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:39,434 : INFO : EPOCH 7 - PROGRESS: at 40.51% examples, 224080 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:40,449 : INFO : EPOCH 7 - PROGRESS: at 40.63% examples, 224067 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:41,460 : INFO : EPOCH 7 - PROGRESS: at 40.76% examples, 224079 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:42,473 : INFO : EPOCH 7 - PROGRESS: at 40.88% examples, 224072 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:43,477 : INFO : EPOCH 7 - PROGRESS: at 41.00% examples, 224052 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:44,484 : INFO : EPOCH 7 - PROGRESS: at 41.12% examples, 224083 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:45,540 : INFO : EPOCH 7 - PROGRESS: at 41.24% examples, 224072 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:46,571 : INFO : EPOCH 7 - PROGRESS: at 41.35% examples, 224072 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:47,573 : INFO : EPOCH 7 - PROGRESS: at 41.46% examples, 224098 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:48,584 : INFO : EPOCH 7 - PROGRESS: at 41.57% examples, 224087 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:49,590 : INFO : EPOCH 7 - PROGRESS: at 41.70% examples, 224093 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:50,624 : INFO : EPOCH 7 - PROGRESS: at 41.81% examples, 224084 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:51,635 : INFO : EPOCH 7 - PROGRESS: at 41.93% examples, 224052 words/s, in_qsize 6, out_qsize 1
2020-07-16 14:52:52,654 : INFO : EPOCH 7 - PROGRESS: at 42.06% examples, 224077 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:53,657 : INFO : EPOCH 7 - PROGRESS: at 42.19% examples, 224113 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:54,661 : INFO : EPOCH 7 - PROGRESS: at 42.31% examples, 224083 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:55,710 : INFO : EPOCH 7 - PROGRESS: at 42.44% examples, 224069 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:56,722 : INFO : EPOCH 7 - PROGRESS: at 42.56% examples, 224085 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:57,751 : INFO : EPOCH 7 - PROGRESS: at 42.70% examples, 224100 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:58,753 : INFO : EPOCH 7 - PROGRESS: at 42.82% examples, 224113 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:52:59,770 : INFO : EPOCH 7 - PROGRESS: at 42.93% examples, 224094 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:00,776 : INFO : EPOCH 7 - PROGRESS: at 43.05% examples, 224090 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:01,814 : INFO : EPOCH 7 - PROGRESS: at 43.16% examples, 224076 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:02,841 : INFO : EPOCH 7 - PROGRESS: at 43.28% examples, 224096 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:03,857 : INFO : EPOCH 7 - PROGRESS: at 43.41% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:04,885 : INFO : EPOCH 7 - PROGRESS: at 43.54% examples, 224084 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:05,958 : INFO : EPOCH 7 - PROGRESS: at 43.65% examples, 224062 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:07,000 : INFO : EPOCH 7 - PROGRESS: at 43.77% examples, 224092 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:08,033 : INFO : EPOCH 7 - PROGRESS: at 43.90% examples, 224076 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:09,048 : INFO : EPOCH 7 - PROGRESS: at 44.02% examples, 224098 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:10,068 : INFO : EPOCH 7 - PROGRESS: at 44.14% examples, 224080 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:11,099 : INFO : EPOCH 7 - PROGRESS: at 44.29% examples, 224093 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:12,110 : INFO : EPOCH 7 - PROGRESS: at 44.40% examples, 224085 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:13,116 : INFO : EPOCH 7 - PROGRESS: at 44.53% examples, 224092 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:14,168 : INFO : EPOCH 7 - PROGRESS: at 44.65% examples, 224081 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:15,176 : INFO : EPOCH 7 - PROGRESS: at 44.78% examples, 224075 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:16,190 : INFO : EPOCH 7 - PROGRESS: at 44.92% examples, 224090 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:17,204 : INFO : EPOCH 7 - PROGRESS: at 45.04% examples, 224108 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:18,261 : INFO : EPOCH 7 - PROGRESS: at 45.16% examples, 224082 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:19,265 : INFO : EPOCH 7 - PROGRESS: at 45.29% examples, 224089 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:20,305 : INFO : EPOCH 7 - PROGRESS: at 45.40% examples, 224088 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:21,307 : INFO : EPOCH 7 - PROGRESS: at 45.53% examples, 224094 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:22,321 : INFO : EPOCH 7 - PROGRESS: at 45.64% examples, 224091 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:23,337 : INFO : EPOCH 7 - PROGRESS: at 45.75% examples, 224087 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:24,358 : INFO : EPOCH 7 - PROGRESS: at 45.88% examples, 224107 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:25,392 : INFO : EPOCH 7 - PROGRESS: at 45.99% examples, 224094 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:26,431 : INFO : EPOCH 7 - PROGRESS: at 46.11% examples, 224104 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:27,435 : INFO : EPOCH 7 - PROGRESS: at 46.23% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:28,474 : INFO : EPOCH 7 - PROGRESS: at 46.33% examples, 224083 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:29,483 : INFO : EPOCH 7 - PROGRESS: at 46.46% examples, 224105 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:30,490 : INFO : EPOCH 7 - PROGRESS: at 46.59% examples, 224111 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:31,490 : INFO : EPOCH 7 - PROGRESS: at 46.72% examples, 224122 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:32,516 : INFO : EPOCH 7 - PROGRESS: at 46.83% examples, 224119 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:33,533 : INFO : EPOCH 7 - PROGRESS: at 46.94% examples, 224101 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:34,534 : INFO : EPOCH 7 - PROGRESS: at 47.05% examples, 224111 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:35,539 : INFO : EPOCH 7 - PROGRESS: at 47.17% examples, 224114 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:36,563 : INFO : EPOCH 7 - PROGRESS: at 47.29% examples, 224110 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:37,571 : INFO : EPOCH 7 - PROGRESS: at 47.41% examples, 224116 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:38,616 : INFO : EPOCH 7 - PROGRESS: at 47.53% examples, 224113 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:39,664 : INFO : EPOCH 7 - PROGRESS: at 47.66% examples, 224101 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:40,669 : INFO : EPOCH 7 - PROGRESS: at 47.81% examples, 224118 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:41,682 : INFO : EPOCH 7 - PROGRESS: at 47.93% examples, 224109 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:42,724 : INFO : EPOCH 7 - PROGRESS: at 48.06% examples, 224105 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:43,756 : INFO : EPOCH 7 - PROGRESS: at 48.19% examples, 224101 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:44,765 : INFO : EPOCH 7 - PROGRESS: at 48.32% examples, 224118 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:45,773 : INFO : EPOCH 7 - PROGRESS: at 48.47% examples, 224112 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:46,800 : INFO : EPOCH 7 - PROGRESS: at 48.59% examples, 224119 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:47,814 : INFO : EPOCH 7 - PROGRESS: at 48.72% examples, 224113 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:48,858 : INFO : EPOCH 7 - PROGRESS: at 48.83% examples, 224110 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:49,898 : INFO : EPOCH 7 - PROGRESS: at 48.95% examples, 224102 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:50,898 : INFO : EPOCH 7 - PROGRESS: at 49.09% examples, 224133 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:51,918 : INFO : EPOCH 7 - PROGRESS: at 49.21% examples, 224126 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:52,965 : INFO : EPOCH 7 - PROGRESS: at 49.32% examples, 224110 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:53,975 : INFO : EPOCH 7 - PROGRESS: at 49.46% examples, 224117 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:54,981 : INFO : EPOCH 7 - PROGRESS: at 49.58% examples, 224128 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:56,044 : INFO : EPOCH 7 - PROGRESS: at 49.69% examples, 224110 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:57,071 : INFO : EPOCH 7 - PROGRESS: at 49.82% examples, 224125 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:58,085 : INFO : EPOCH 7 - PROGRESS: at 49.95% examples, 224119 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:53:59,148 : INFO : EPOCH 7 - PROGRESS: at 50.07% examples, 224108 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:00,156 : INFO : EPOCH 7 - PROGRESS: at 50.18% examples, 224115 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:01,197 : INFO : EPOCH 7 - PROGRESS: at 50.30% examples, 224101 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:02,207 : INFO : EPOCH 7 - PROGRESS: at 50.42% examples, 224105 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:03,210 : INFO : EPOCH 7 - PROGRESS: at 50.53% examples, 224101 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:04,219 : INFO : EPOCH 7 - PROGRESS: at 50.67% examples, 224121 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:05,265 : INFO : EPOCH 7 - PROGRESS: at 50.81% examples, 224122 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:06,268 : INFO : EPOCH 7 - PROGRESS: at 50.94% examples, 224127 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:07,274 : INFO : EPOCH 7 - PROGRESS: at 51.06% examples, 224130 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:08,279 : INFO : EPOCH 7 - PROGRESS: at 51.17% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:09,292 : INFO : EPOCH 7 - PROGRESS: at 51.30% examples, 224112 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:10,321 : INFO : EPOCH 7 - PROGRESS: at 51.43% examples, 224130 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:11,404 : INFO : EPOCH 7 - PROGRESS: at 51.57% examples, 224103 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:12,413 : INFO : EPOCH 7 - PROGRESS: at 51.70% examples, 224121 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:13,420 : INFO : EPOCH 7 - PROGRESS: at 51.81% examples, 224117 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:14,439 : INFO : EPOCH 7 - PROGRESS: at 51.93% examples, 224111 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:15,454 : INFO : EPOCH 7 - PROGRESS: at 52.05% examples, 224113 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:16,501 : INFO : EPOCH 7 - PROGRESS: at 52.18% examples, 224114 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:17,507 : INFO : EPOCH 7 - PROGRESS: at 52.31% examples, 224133 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:18,516 : INFO : EPOCH 7 - PROGRESS: at 52.42% examples, 224129 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:19,537 : INFO : EPOCH 7 - PROGRESS: at 52.54% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:20,555 : INFO : EPOCH 7 - PROGRESS: at 52.65% examples, 224130 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:21,558 : INFO : EPOCH 7 - PROGRESS: at 52.78% examples, 224129 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:22,558 : INFO : EPOCH 7 - PROGRESS: at 52.91% examples, 224152 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:23,564 : INFO : EPOCH 7 - PROGRESS: at 53.03% examples, 224143 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:24,565 : INFO : EPOCH 7 - PROGRESS: at 53.15% examples, 224144 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:25,634 : INFO : EPOCH 7 - PROGRESS: at 53.25% examples, 224132 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:26,648 : INFO : EPOCH 7 - PROGRESS: at 53.37% examples, 224141 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:27,683 : INFO : EPOCH 7 - PROGRESS: at 53.52% examples, 224144 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:28,687 : INFO : EPOCH 7 - PROGRESS: at 53.63% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:29,695 : INFO : EPOCH 7 - PROGRESS: at 53.74% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:30,702 : INFO : EPOCH 7 - PROGRESS: at 53.86% examples, 224144 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:31,745 : INFO : EPOCH 7 - PROGRESS: at 53.99% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:32,779 : INFO : EPOCH 7 - PROGRESS: at 54.12% examples, 224143 words/s, in_qsize 8, out_qsize 0
2020-07-16 14:54:33,790 : INFO : EPOCH 7 - PROGRESS: at 54.20% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:34,892 : INFO : EPOCH 7 - PROGRESS: at 54.33% examples, 224132 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:35,918 : INFO : EPOCH 7 - PROGRESS: at 54.46% examples, 224154 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:36,943 : INFO : EPOCH 7 - PROGRESS: at 54.57% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:37,954 : INFO : EPOCH 7 - PROGRESS: at 54.69% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:38,993 : INFO : EPOCH 7 - PROGRESS: at 54.80% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:40,002 : INFO : EPOCH 7 - PROGRESS: at 54.92% examples, 224164 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:41,041 : INFO : EPOCH 7 - PROGRESS: at 55.05% examples, 224160 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:42,083 : INFO : EPOCH 7 - PROGRESS: at 55.19% examples, 224156 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:43,092 : INFO : EPOCH 7 - PROGRESS: at 55.32% examples, 224156 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:44,099 : INFO : EPOCH 7 - PROGRESS: at 55.44% examples, 224146 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:45,142 : INFO : EPOCH 7 - PROGRESS: at 55.55% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:46,174 : INFO : EPOCH 7 - PROGRESS: at 55.66% examples, 224152 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:47,175 : INFO : EPOCH 7 - PROGRESS: at 55.78% examples, 224165 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:48,217 : INFO : EPOCH 7 - PROGRESS: at 55.90% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:49,271 : INFO : EPOCH 7 - PROGRESS: at 56.04% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:50,311 : INFO : EPOCH 7 - PROGRESS: at 56.17% examples, 224158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:51,324 : INFO : EPOCH 7 - PROGRESS: at 56.29% examples, 224158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:52,329 : INFO : EPOCH 7 - PROGRESS: at 56.40% examples, 224168 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:53,432 : INFO : EPOCH 7 - PROGRESS: at 56.52% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:54,455 : INFO : EPOCH 7 - PROGRESS: at 56.66% examples, 224170 words/s, in_qsize 8, out_qsize 0
2020-07-16 14:54:55,507 : INFO : EPOCH 7 - PROGRESS: at 56.78% examples, 224154 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:56,563 : INFO : EPOCH 7 - PROGRESS: at 56.90% examples, 224155 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:57,590 : INFO : EPOCH 7 - PROGRESS: at 57.03% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:58,645 : INFO : EPOCH 7 - PROGRESS: at 57.15% examples, 224156 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:54:59,710 : INFO : EPOCH 7 - PROGRESS: at 57.28% examples, 224155 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:00,738 : INFO : EPOCH 7 - PROGRESS: at 57.40% examples, 224168 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:01,758 : INFO : EPOCH 7 - PROGRESS: at 57.52% examples, 224154 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:02,774 : INFO : EPOCH 7 - PROGRESS: at 57.65% examples, 224171 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:03,812 : INFO : EPOCH 7 - PROGRESS: at 57.78% examples, 224164 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:04,828 : INFO : EPOCH 7 - PROGRESS: at 57.89% examples, 224173 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:05,838 : INFO : EPOCH 7 - PROGRESS: at 58.01% examples, 224183 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:06,860 : INFO : EPOCH 7 - PROGRESS: at 58.13% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:07,860 : INFO : EPOCH 7 - PROGRESS: at 58.27% examples, 224173 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:08,868 : INFO : EPOCH 7 - PROGRESS: at 58.40% examples, 224177 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:09,868 : INFO : EPOCH 7 - PROGRESS: at 58.52% examples, 224159 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:10,871 : INFO : EPOCH 7 - PROGRESS: at 58.64% examples, 224182 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:11,880 : INFO : EPOCH 7 - PROGRESS: at 58.76% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:12,892 : INFO : EPOCH 7 - PROGRESS: at 58.87% examples, 224171 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:13,897 : INFO : EPOCH 7 - PROGRESS: at 59.01% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:14,903 : INFO : EPOCH 7 - PROGRESS: at 59.13% examples, 224174 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:15,920 : INFO : EPOCH 7 - PROGRESS: at 59.27% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:16,963 : INFO : EPOCH 7 - PROGRESS: at 59.40% examples, 224182 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:17,994 : INFO : EPOCH 7 - PROGRESS: at 59.52% examples, 224174 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:19,031 : INFO : EPOCH 7 - PROGRESS: at 59.66% examples, 224184 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:20,096 : INFO : EPOCH 7 - PROGRESS: at 59.80% examples, 224174 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:21,141 : INFO : EPOCH 7 - PROGRESS: at 59.94% examples, 224183 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:22,144 : INFO : EPOCH 7 - PROGRESS: at 60.05% examples, 224175 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:23,220 : INFO : EPOCH 7 - PROGRESS: at 60.18% examples, 224170 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:24,267 : INFO : EPOCH 7 - PROGRESS: at 60.31% examples, 224184 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:25,293 : INFO : EPOCH 7 - PROGRESS: at 60.43% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:26,319 : INFO : EPOCH 7 - PROGRESS: at 60.56% examples, 224179 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:27,337 : INFO : EPOCH 7 - PROGRESS: at 60.68% examples, 224190 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:28,347 : INFO : EPOCH 7 - PROGRESS: at 60.81% examples, 224182 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:29,361 : INFO : EPOCH 7 - PROGRESS: at 60.92% examples, 224179 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:30,381 : INFO : EPOCH 7 - PROGRESS: at 61.06% examples, 224173 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:31,384 : INFO : EPOCH 7 - PROGRESS: at 61.19% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:32,432 : INFO : EPOCH 7 - PROGRESS: at 61.31% examples, 224178 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:33,453 : INFO : EPOCH 7 - PROGRESS: at 61.43% examples, 224185 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:34,468 : INFO : EPOCH 7 - PROGRESS: at 61.57% examples, 224177 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:35,478 : INFO : EPOCH 7 - PROGRESS: at 61.68% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:36,525 : INFO : EPOCH 7 - PROGRESS: at 61.79% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:37,575 : INFO : EPOCH 7 - PROGRESS: at 61.93% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:38,615 : INFO : EPOCH 7 - PROGRESS: at 62.04% examples, 224181 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:39,616 : INFO : EPOCH 7 - PROGRESS: at 62.17% examples, 224176 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:40,618 : INFO : EPOCH 7 - PROGRESS: at 62.28% examples, 224145 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:41,630 : INFO : EPOCH 7 - PROGRESS: at 62.39% examples, 224118 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:42,630 : INFO : EPOCH 7 - PROGRESS: at 62.50% examples, 224047 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:43,673 : INFO : EPOCH 7 - PROGRESS: at 62.62% examples, 224028 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:44,704 : INFO : EPOCH 7 - PROGRESS: at 62.72% examples, 224030 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:45,704 : INFO : EPOCH 7 - PROGRESS: at 62.83% examples, 224038 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:46,742 : INFO : EPOCH 7 - PROGRESS: at 62.96% examples, 224037 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:47,767 : INFO : EPOCH 7 - PROGRESS: at 63.08% examples, 224028 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:48,792 : INFO : EPOCH 7 - PROGRESS: at 63.20% examples, 224037 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:49,822 : INFO : EPOCH 7 - PROGRESS: at 63.31% examples, 224027 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:50,878 : INFO : EPOCH 7 - PROGRESS: at 63.44% examples, 224039 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:51,922 : INFO : EPOCH 7 - PROGRESS: at 63.56% examples, 224039 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:52,931 : INFO : EPOCH 7 - PROGRESS: at 63.69% examples, 224050 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:53,960 : INFO : EPOCH 7 - PROGRESS: at 63.83% examples, 224038 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:55,013 : INFO : EPOCH 7 - PROGRESS: at 63.95% examples, 224037 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:56,035 : INFO : EPOCH 7 - PROGRESS: at 64.08% examples, 224045 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:57,081 : INFO : EPOCH 7 - PROGRESS: at 64.21% examples, 224049 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:58,121 : INFO : EPOCH 7 - PROGRESS: at 64.33% examples, 224032 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:55:59,123 : INFO : EPOCH 7 - PROGRESS: at 64.47% examples, 224048 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:00,141 : INFO : EPOCH 7 - PROGRESS: at 64.59% examples, 224051 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:01,145 : INFO : EPOCH 7 - PROGRESS: at 64.72% examples, 224037 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:02,164 : INFO : EPOCH 7 - PROGRESS: at 64.84% examples, 224047 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:03,169 : INFO : EPOCH 7 - PROGRESS: at 64.96% examples, 224037 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:04,231 : INFO : EPOCH 7 - PROGRESS: at 65.10% examples, 224041 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:05,268 : INFO : EPOCH 7 - PROGRESS: at 65.23% examples, 224047 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:06,272 : INFO : EPOCH 7 - PROGRESS: at 65.34% examples, 224041 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:07,291 : INFO : EPOCH 7 - PROGRESS: at 65.47% examples, 224044 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:08,317 : INFO : EPOCH 7 - PROGRESS: at 65.62% examples, 224050 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:09,346 : INFO : EPOCH 7 - PROGRESS: at 65.75% examples, 224042 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:10,363 : INFO : EPOCH 7 - PROGRESS: at 65.86% examples, 224054 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:11,366 : INFO : EPOCH 7 - PROGRESS: at 65.98% examples, 224060 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:12,408 : INFO : EPOCH 7 - PROGRESS: at 66.10% examples, 224045 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:13,467 : INFO : EPOCH 7 - PROGRESS: at 66.22% examples, 224044 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:14,484 : INFO : EPOCH 7 - PROGRESS: at 66.36% examples, 224045 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:15,506 : INFO : EPOCH 7 - PROGRESS: at 66.47% examples, 224050 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:16,513 : INFO : EPOCH 7 - PROGRESS: at 66.59% examples, 224057 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:17,550 : INFO : EPOCH 7 - PROGRESS: at 66.73% examples, 224045 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:18,568 : INFO : EPOCH 7 - PROGRESS: at 66.86% examples, 224060 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:19,607 : INFO : EPOCH 7 - PROGRESS: at 66.99% examples, 224057 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:20,629 : INFO : EPOCH 7 - PROGRESS: at 67.12% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:21,655 : INFO : EPOCH 7 - PROGRESS: at 67.25% examples, 224059 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:22,711 : INFO : EPOCH 7 - PROGRESS: at 67.38% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:23,765 : INFO : EPOCH 7 - PROGRESS: at 67.51% examples, 224058 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:24,768 : INFO : EPOCH 7 - PROGRESS: at 67.64% examples, 224056 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:25,774 : INFO : EPOCH 7 - PROGRESS: at 67.78% examples, 224077 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:26,781 : INFO : EPOCH 7 - PROGRESS: at 67.90% examples, 224076 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:27,799 : INFO : EPOCH 7 - PROGRESS: at 68.03% examples, 224065 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:28,807 : INFO : EPOCH 7 - PROGRESS: at 68.15% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:29,853 : INFO : EPOCH 7 - PROGRESS: at 68.27% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:30,856 : INFO : EPOCH 7 - PROGRESS: at 68.42% examples, 224071 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:31,874 : INFO : EPOCH 7 - PROGRESS: at 68.53% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:32,885 : INFO : EPOCH 7 - PROGRESS: at 68.66% examples, 224070 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:33,914 : INFO : EPOCH 7 - PROGRESS: at 68.77% examples, 224066 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:34,917 : INFO : EPOCH 7 - PROGRESS: at 68.90% examples, 224081 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:35,924 : INFO : EPOCH 7 - PROGRESS: at 69.00% examples, 224073 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:36,940 : INFO : EPOCH 7 - PROGRESS: at 69.11% examples, 224067 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:37,954 : INFO : EPOCH 7 - PROGRESS: at 69.25% examples, 224068 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:38,963 : INFO : EPOCH 7 - PROGRESS: at 69.37% examples, 224062 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:39,966 : INFO : EPOCH 7 - PROGRESS: at 69.50% examples, 224080 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:40,988 : INFO : EPOCH 7 - PROGRESS: at 69.63% examples, 224062 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:42,016 : INFO : EPOCH 7 - PROGRESS: at 69.77% examples, 224065 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:43,032 : INFO : EPOCH 7 - PROGRESS: at 69.89% examples, 224076 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:44,069 : INFO : EPOCH 7 - PROGRESS: at 70.02% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:45,092 : INFO : EPOCH 7 - PROGRESS: at 70.15% examples, 224079 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:46,146 : INFO : EPOCH 7 - PROGRESS: at 70.28% examples, 224061 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:47,174 : INFO : EPOCH 7 - PROGRESS: at 70.40% examples, 224067 words/s, in_qsize 8, out_qsize 0
2020-07-16 14:56:48,232 : INFO : EPOCH 7 - PROGRESS: at 70.53% examples, 224064 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:49,243 : INFO : EPOCH 7 - PROGRESS: at 70.66% examples, 224075 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:50,287 : INFO : EPOCH 7 - PROGRESS: at 70.78% examples, 224082 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:51,293 : INFO : EPOCH 7 - PROGRESS: at 70.89% examples, 224068 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:52,327 : INFO : EPOCH 7 - PROGRESS: at 71.02% examples, 224076 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:53,366 : INFO : EPOCH 7 - PROGRESS: at 71.14% examples, 224080 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:54,382 : INFO : EPOCH 7 - PROGRESS: at 71.27% examples, 224083 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:55,392 : INFO : EPOCH 7 - PROGRESS: at 71.40% examples, 224081 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:56,437 : INFO : EPOCH 7 - PROGRESS: at 71.53% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:57,472 : INFO : EPOCH 7 - PROGRESS: at 71.66% examples, 224078 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:58,516 : INFO : EPOCH 7 - PROGRESS: at 71.78% examples, 224080 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:56:59,540 : INFO : EPOCH 7 - PROGRESS: at 71.90% examples, 224081 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:00,542 : INFO : EPOCH 7 - PROGRESS: at 72.04% examples, 224094 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:01,551 : INFO : EPOCH 7 - PROGRESS: at 72.16% examples, 224089 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:02,555 : INFO : EPOCH 7 - PROGRESS: at 72.26% examples, 224081 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:03,569 : INFO : EPOCH 7 - PROGRESS: at 72.38% examples, 224087 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:04,639 : INFO : EPOCH 7 - PROGRESS: at 72.51% examples, 224077 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:05,654 : INFO : EPOCH 7 - PROGRESS: at 72.62% examples, 224070 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:06,700 : INFO : EPOCH 7 - PROGRESS: at 72.76% examples, 224083 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:07,744 : INFO : EPOCH 7 - PROGRESS: at 72.88% examples, 224075 words/s, in_qsize 6, out_qsize 1
2020-07-16 14:57:08,805 : INFO : EPOCH 7 - PROGRESS: at 73.01% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:09,830 : INFO : EPOCH 7 - PROGRESS: at 73.14% examples, 224082 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:10,837 : INFO : EPOCH 7 - PROGRESS: at 73.27% examples, 224094 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:11,877 : INFO : EPOCH 7 - PROGRESS: at 73.39% examples, 224082 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:12,944 : INFO : EPOCH 7 - PROGRESS: at 73.51% examples, 224069 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:13,980 : INFO : EPOCH 7 - PROGRESS: at 73.63% examples, 224081 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:15,011 : INFO : EPOCH 7 - PROGRESS: at 73.75% examples, 224084 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:16,032 : INFO : EPOCH 7 - PROGRESS: at 73.87% examples, 224084 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:17,070 : INFO : EPOCH 7 - PROGRESS: at 74.00% examples, 224081 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:18,080 : INFO : EPOCH 7 - PROGRESS: at 74.14% examples, 224094 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:19,122 : INFO : EPOCH 7 - PROGRESS: at 74.25% examples, 224090 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:20,139 : INFO : EPOCH 7 - PROGRESS: at 74.35% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:21,158 : INFO : EPOCH 7 - PROGRESS: at 74.46% examples, 224089 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:22,182 : INFO : EPOCH 7 - PROGRESS: at 74.58% examples, 224096 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:23,224 : INFO : EPOCH 7 - PROGRESS: at 74.71% examples, 224089 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:24,297 : INFO : EPOCH 7 - PROGRESS: at 74.85% examples, 224085 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:25,367 : INFO : EPOCH 7 - PROGRESS: at 74.97% examples, 224083 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:26,383 : INFO : EPOCH 7 - PROGRESS: at 75.11% examples, 224091 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:27,424 : INFO : EPOCH 7 - PROGRESS: at 75.21% examples, 224095 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:28,431 : INFO : EPOCH 7 - PROGRESS: at 75.35% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:29,505 : INFO : EPOCH 7 - PROGRESS: at 75.48% examples, 224082 words/s, in_qsize 8, out_qsize 0
2020-07-16 14:57:30,530 : INFO : EPOCH 7 - PROGRESS: at 75.61% examples, 224083 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:31,548 : INFO : EPOCH 7 - PROGRESS: at 75.75% examples, 224102 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:32,553 : INFO : EPOCH 7 - PROGRESS: at 75.88% examples, 224098 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:33,557 : INFO : EPOCH 7 - PROGRESS: at 75.99% examples, 224110 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:34,592 : INFO : EPOCH 7 - PROGRESS: at 76.11% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:35,594 : INFO : EPOCH 7 - PROGRESS: at 76.23% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:36,640 : INFO : EPOCH 7 - PROGRESS: at 76.35% examples, 224100 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:37,662 : INFO : EPOCH 7 - PROGRESS: at 76.46% examples, 224102 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:38,691 : INFO : EPOCH 7 - PROGRESS: at 76.58% examples, 224095 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:39,715 : INFO : EPOCH 7 - PROGRESS: at 76.71% examples, 224107 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:40,764 : INFO : EPOCH 7 - PROGRESS: at 76.83% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:41,812 : INFO : EPOCH 7 - PROGRESS: at 76.95% examples, 224093 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:42,825 : INFO : EPOCH 7 - PROGRESS: at 77.08% examples, 224095 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:43,862 : INFO : EPOCH 7 - PROGRESS: at 77.20% examples, 224108 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:44,882 : INFO : EPOCH 7 - PROGRESS: at 77.32% examples, 224108 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:45,886 : INFO : EPOCH 7 - PROGRESS: at 77.44% examples, 224109 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:46,900 : INFO : EPOCH 7 - PROGRESS: at 77.55% examples, 224105 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:47,927 : INFO : EPOCH 7 - PROGRESS: at 77.67% examples, 224108 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:48,953 : INFO : EPOCH 7 - PROGRESS: at 77.81% examples, 224109 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:50,012 : INFO : EPOCH 7 - PROGRESS: at 77.93% examples, 224100 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:51,060 : INFO : EPOCH 7 - PROGRESS: at 78.06% examples, 224101 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:52,077 : INFO : EPOCH 7 - PROGRESS: at 78.19% examples, 224110 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:53,082 : INFO : EPOCH 7 - PROGRESS: at 78.28% examples, 224104 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:54,102 : INFO : EPOCH 7 - PROGRESS: at 78.42% examples, 224112 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:55,161 : INFO : EPOCH 7 - PROGRESS: at 78.53% examples, 224108 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:56,216 : INFO : EPOCH 7 - PROGRESS: at 78.66% examples, 224103 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:57,256 : INFO : EPOCH 7 - PROGRESS: at 78.80% examples, 224108 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:58,263 : INFO : EPOCH 7 - PROGRESS: at 78.91% examples, 224098 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:57:59,282 : INFO : EPOCH 7 - PROGRESS: at 79.04% examples, 224107 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:00,311 : INFO : EPOCH 7 - PROGRESS: at 79.17% examples, 224105 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:01,327 : INFO : EPOCH 7 - PROGRESS: at 79.29% examples, 224109 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:02,364 : INFO : EPOCH 7 - PROGRESS: at 79.43% examples, 224115 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:03,400 : INFO : EPOCH 7 - PROGRESS: at 79.56% examples, 224114 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:04,424 : INFO : EPOCH 7 - PROGRESS: at 79.69% examples, 224109 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:05,488 : INFO : EPOCH 7 - PROGRESS: at 79.80% examples, 224108 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:06,491 : INFO : EPOCH 7 - PROGRESS: at 79.91% examples, 224115 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:07,510 : INFO : EPOCH 7 - PROGRESS: at 80.03% examples, 224114 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:08,512 : INFO : EPOCH 7 - PROGRESS: at 80.17% examples, 224119 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:09,515 : INFO : EPOCH 7 - PROGRESS: at 80.28% examples, 224120 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:10,559 : INFO : EPOCH 7 - PROGRESS: at 80.41% examples, 224114 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:11,563 : INFO : EPOCH 7 - PROGRESS: at 80.51% examples, 224116 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:12,587 : INFO : EPOCH 7 - PROGRESS: at 80.63% examples, 224114 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:13,652 : INFO : EPOCH 7 - PROGRESS: at 80.75% examples, 224105 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:14,670 : INFO : EPOCH 7 - PROGRESS: at 80.87% examples, 224113 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:15,676 : INFO : EPOCH 7 - PROGRESS: at 80.99% examples, 224118 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:16,690 : INFO : EPOCH 7 - PROGRESS: at 81.12% examples, 224107 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:17,715 : INFO : EPOCH 7 - PROGRESS: at 81.22% examples, 224122 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:18,746 : INFO : EPOCH 7 - PROGRESS: at 81.33% examples, 224114 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:19,762 : INFO : EPOCH 7 - PROGRESS: at 81.45% examples, 224119 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:20,789 : INFO : EPOCH 7 - PROGRESS: at 81.57% examples, 224122 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:21,798 : INFO : EPOCH 7 - PROGRESS: at 81.68% examples, 224129 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:22,856 : INFO : EPOCH 7 - PROGRESS: at 81.79% examples, 224117 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:23,898 : INFO : EPOCH 7 - PROGRESS: at 81.91% examples, 224116 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:24,914 : INFO : EPOCH 7 - PROGRESS: at 82.06% examples, 224125 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:25,930 : INFO : EPOCH 7 - PROGRESS: at 82.18% examples, 224127 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:26,955 : INFO : EPOCH 7 - PROGRESS: at 82.31% examples, 224130 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:27,959 : INFO : EPOCH 7 - PROGRESS: at 82.43% examples, 224131 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:28,962 : INFO : EPOCH 7 - PROGRESS: at 82.56% examples, 224134 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:29,976 : INFO : EPOCH 7 - PROGRESS: at 82.68% examples, 224131 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:31,079 : INFO : EPOCH 7 - PROGRESS: at 82.80% examples, 224119 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:32,099 : INFO : EPOCH 7 - PROGRESS: at 82.93% examples, 224134 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:33,113 : INFO : EPOCH 7 - PROGRESS: at 83.04% examples, 224131 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:34,142 : INFO : EPOCH 7 - PROGRESS: at 83.14% examples, 224126 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:35,158 : INFO : EPOCH 7 - PROGRESS: at 83.27% examples, 224126 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:36,160 : INFO : EPOCH 7 - PROGRESS: at 83.41% examples, 224136 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:37,182 : INFO : EPOCH 7 - PROGRESS: at 83.53% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:38,238 : INFO : EPOCH 7 - PROGRESS: at 83.65% examples, 224132 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:39,259 : INFO : EPOCH 7 - PROGRESS: at 83.77% examples, 224122 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:40,264 : INFO : EPOCH 7 - PROGRESS: at 83.92% examples, 224127 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:41,319 : INFO : EPOCH 7 - PROGRESS: at 84.05% examples, 224129 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:42,330 : INFO : EPOCH 7 - PROGRESS: at 84.18% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:43,353 : INFO : EPOCH 7 - PROGRESS: at 84.30% examples, 224132 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:44,368 : INFO : EPOCH 7 - PROGRESS: at 84.41% examples, 224137 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:45,382 : INFO : EPOCH 7 - PROGRESS: at 84.53% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:46,407 : INFO : EPOCH 7 - PROGRESS: at 84.66% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:47,484 : INFO : EPOCH 7 - PROGRESS: at 84.77% examples, 224131 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:48,522 : INFO : EPOCH 7 - PROGRESS: at 84.89% examples, 224144 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:49,534 : INFO : EPOCH 7 - PROGRESS: at 84.99% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:50,556 : INFO : EPOCH 7 - PROGRESS: at 85.10% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:51,594 : INFO : EPOCH 7 - PROGRESS: at 85.23% examples, 224142 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:52,634 : INFO : EPOCH 7 - PROGRESS: at 85.35% examples, 224138 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:53,660 : INFO : EPOCH 7 - PROGRESS: at 85.46% examples, 224137 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:54,676 : INFO : EPOCH 7 - PROGRESS: at 85.58% examples, 224132 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:55,723 : INFO : EPOCH 7 - PROGRESS: at 85.69% examples, 224132 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:56,754 : INFO : EPOCH 7 - PROGRESS: at 85.81% examples, 224131 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:57,760 : INFO : EPOCH 7 - PROGRESS: at 85.93% examples, 224135 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:58,765 : INFO : EPOCH 7 - PROGRESS: at 86.06% examples, 224138 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:58:59,799 : INFO : EPOCH 7 - PROGRESS: at 86.19% examples, 224135 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:00,839 : INFO : EPOCH 7 - PROGRESS: at 86.30% examples, 224134 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:01,852 : INFO : EPOCH 7 - PROGRESS: at 86.43% examples, 224145 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:02,877 : INFO : EPOCH 7 - PROGRESS: at 86.55% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:03,892 : INFO : EPOCH 7 - PROGRESS: at 86.69% examples, 224138 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:04,897 : INFO : EPOCH 7 - PROGRESS: at 86.82% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:05,904 : INFO : EPOCH 7 - PROGRESS: at 86.92% examples, 224138 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:06,928 : INFO : EPOCH 7 - PROGRESS: at 87.04% examples, 224142 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:07,987 : INFO : EPOCH 7 - PROGRESS: at 87.18% examples, 224137 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:09,049 : INFO : EPOCH 7 - PROGRESS: at 87.31% examples, 224132 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:10,065 : INFO : EPOCH 7 - PROGRESS: at 87.44% examples, 224142 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:11,069 : INFO : EPOCH 7 - PROGRESS: at 87.56% examples, 224142 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:12,072 : INFO : EPOCH 7 - PROGRESS: at 87.70% examples, 224142 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:13,109 : INFO : EPOCH 7 - PROGRESS: at 87.83% examples, 224140 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:14,122 : INFO : EPOCH 7 - PROGRESS: at 87.94% examples, 224154 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:15,152 : INFO : EPOCH 7 - PROGRESS: at 88.05% examples, 224142 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:16,179 : INFO : EPOCH 7 - PROGRESS: at 88.18% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:17,189 : INFO : EPOCH 7 - PROGRESS: at 88.32% examples, 224151 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:18,199 : INFO : EPOCH 7 - PROGRESS: at 88.44% examples, 224153 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:19,205 : INFO : EPOCH 7 - PROGRESS: at 88.57% examples, 224152 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:20,231 : INFO : EPOCH 7 - PROGRESS: at 88.69% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:21,273 : INFO : EPOCH 7 - PROGRESS: at 88.82% examples, 224158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:22,315 : INFO : EPOCH 7 - PROGRESS: at 88.96% examples, 224145 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:23,349 : INFO : EPOCH 7 - PROGRESS: at 89.06% examples, 224151 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:24,407 : INFO : EPOCH 7 - PROGRESS: at 89.19% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:25,424 : INFO : EPOCH 7 - PROGRESS: at 89.34% examples, 224151 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:26,450 : INFO : EPOCH 7 - PROGRESS: at 89.45% examples, 224150 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:27,468 : INFO : EPOCH 7 - PROGRESS: at 89.57% examples, 224145 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:28,507 : INFO : EPOCH 7 - PROGRESS: at 89.69% examples, 224152 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:29,515 : INFO : EPOCH 7 - PROGRESS: at 89.82% examples, 224154 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:30,528 : INFO : EPOCH 7 - PROGRESS: at 89.95% examples, 224156 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:31,536 : INFO : EPOCH 7 - PROGRESS: at 90.06% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:32,549 : INFO : EPOCH 7 - PROGRESS: at 90.17% examples, 224159 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:33,562 : INFO : EPOCH 7 - PROGRESS: at 90.28% examples, 224149 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:34,573 : INFO : EPOCH 7 - PROGRESS: at 90.40% examples, 224146 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:35,582 : INFO : EPOCH 7 - PROGRESS: at 90.54% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:36,593 : INFO : EPOCH 7 - PROGRESS: at 90.67% examples, 224154 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:37,608 : INFO : EPOCH 7 - PROGRESS: at 90.77% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:38,645 : INFO : EPOCH 7 - PROGRESS: at 90.89% examples, 224155 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:39,658 : INFO : EPOCH 7 - PROGRESS: at 91.00% examples, 224149 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:40,677 : INFO : EPOCH 7 - PROGRESS: at 91.12% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:41,704 : INFO : EPOCH 7 - PROGRESS: at 91.23% examples, 224157 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:42,712 : INFO : EPOCH 7 - PROGRESS: at 91.36% examples, 224158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:43,715 : INFO : EPOCH 7 - PROGRESS: at 91.48% examples, 224165 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:44,740 : INFO : EPOCH 7 - PROGRESS: at 91.61% examples, 224155 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:45,750 : INFO : EPOCH 7 - PROGRESS: at 91.74% examples, 224159 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:46,786 : INFO : EPOCH 7 - PROGRESS: at 91.85% examples, 224158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:47,787 : INFO : EPOCH 7 - PROGRESS: at 91.98% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:48,811 : INFO : EPOCH 7 - PROGRESS: at 92.10% examples, 224160 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:49,843 : INFO : EPOCH 7 - PROGRESS: at 92.21% examples, 224158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:50,882 : INFO : EPOCH 7 - PROGRESS: at 92.35% examples, 224160 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:51,916 : INFO : EPOCH 7 - PROGRESS: at 92.49% examples, 224165 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:52,931 : INFO : EPOCH 7 - PROGRESS: at 92.62% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:53,988 : INFO : EPOCH 7 - PROGRESS: at 92.74% examples, 224158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:55,017 : INFO : EPOCH 7 - PROGRESS: at 92.87% examples, 224158 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:56,044 : INFO : EPOCH 7 - PROGRESS: at 92.98% examples, 224156 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:57,052 : INFO : EPOCH 7 - PROGRESS: at 93.11% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:58,055 : INFO : EPOCH 7 - PROGRESS: at 93.23% examples, 224171 words/s, in_qsize 7, out_qsize 0
2020-07-16 14:59:59,058 : INFO : EPOCH 7 - PROGRESS: at 93.33% examples, 224160 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:00,067 : INFO : EPOCH 7 - PROGRESS: at 93.47% examples, 224164 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:01,085 : INFO : EPOCH 7 - PROGRESS: at 93.59% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:02,126 : INFO : EPOCH 7 - PROGRESS: at 93.71% examples, 224165 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:03,134 : INFO : EPOCH 7 - PROGRESS: at 93.83% examples, 224167 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:04,183 : INFO : EPOCH 7 - PROGRESS: at 93.96% examples, 224162 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:05,230 : INFO : EPOCH 7 - PROGRESS: at 94.08% examples, 224164 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:06,245 : INFO : EPOCH 7 - PROGRESS: at 94.18% examples, 224173 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:07,273 : INFO : EPOCH 7 - PROGRESS: at 94.30% examples, 224161 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:08,277 : INFO : EPOCH 7 - PROGRESS: at 94.43% examples, 224170 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:09,286 : INFO : EPOCH 7 - PROGRESS: at 94.53% examples, 224163 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:10,291 : INFO : EPOCH 7 - PROGRESS: at 94.62% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:11,292 : INFO : EPOCH 7 - PROGRESS: at 94.76% examples, 224151 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:12,293 : INFO : EPOCH 7 - PROGRESS: at 94.88% examples, 224141 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:13,329 : INFO : EPOCH 7 - PROGRESS: at 94.99% examples, 224119 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:14,350 : INFO : EPOCH 7 - PROGRESS: at 95.10% examples, 224086 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:15,433 : INFO : EPOCH 7 - PROGRESS: at 95.22% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:16,435 : INFO : EPOCH 7 - PROGRESS: at 95.33% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:17,442 : INFO : EPOCH 7 - PROGRESS: at 95.47% examples, 224066 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:18,460 : INFO : EPOCH 7 - PROGRESS: at 95.57% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:19,469 : INFO : EPOCH 7 - PROGRESS: at 95.69% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:20,472 : INFO : EPOCH 7 - PROGRESS: at 95.81% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:21,485 : INFO : EPOCH 7 - PROGRESS: at 95.93% examples, 224070 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:22,493 : INFO : EPOCH 7 - PROGRESS: at 96.05% examples, 224073 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:23,517 : INFO : EPOCH 7 - PROGRESS: at 96.15% examples, 224058 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:24,520 : INFO : EPOCH 7 - PROGRESS: at 96.25% examples, 224061 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:25,610 : INFO : EPOCH 7 - PROGRESS: at 96.39% examples, 224048 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:26,618 : INFO : EPOCH 7 - PROGRESS: at 96.51% examples, 224057 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:27,650 : INFO : EPOCH 7 - PROGRESS: at 96.64% examples, 224057 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:28,672 : INFO : EPOCH 7 - PROGRESS: at 96.79% examples, 224058 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:29,672 : INFO : EPOCH 7 - PROGRESS: at 96.93% examples, 224064 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:30,774 : INFO : EPOCH 7 - PROGRESS: at 97.06% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:31,807 : INFO : EPOCH 7 - PROGRESS: at 97.20% examples, 224051 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:32,838 : INFO : EPOCH 7 - PROGRESS: at 97.33% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:33,846 : INFO : EPOCH 7 - PROGRESS: at 97.46% examples, 224052 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:34,872 : INFO : EPOCH 7 - PROGRESS: at 97.59% examples, 224062 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:35,893 : INFO : EPOCH 7 - PROGRESS: at 97.70% examples, 224061 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:36,911 : INFO : EPOCH 7 - PROGRESS: at 97.83% examples, 224054 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:37,913 : INFO : EPOCH 7 - PROGRESS: at 97.96% examples, 224054 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:38,990 : INFO : EPOCH 7 - PROGRESS: at 98.07% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:40,021 : INFO : EPOCH 7 - PROGRESS: at 98.22% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:41,052 : INFO : EPOCH 7 - PROGRESS: at 98.37% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:42,091 : INFO : EPOCH 7 - PROGRESS: at 98.50% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:43,100 : INFO : EPOCH 7 - PROGRESS: at 98.60% examples, 224060 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:44,145 : INFO : EPOCH 7 - PROGRESS: at 98.72% examples, 224058 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:45,170 : INFO : EPOCH 7 - PROGRESS: at 98.86% examples, 224062 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:46,172 : INFO : EPOCH 7 - PROGRESS: at 98.98% examples, 224066 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:47,208 : INFO : EPOCH 7 - PROGRESS: at 99.09% examples, 224061 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:48,243 : INFO : EPOCH 7 - PROGRESS: at 99.23% examples, 224065 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:49,268 : INFO : EPOCH 7 - PROGRESS: at 99.35% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:50,321 : INFO : EPOCH 7 - PROGRESS: at 99.47% examples, 224063 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:51,330 : INFO : EPOCH 7 - PROGRESS: at 99.58% examples, 224068 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:52,359 : INFO : EPOCH 7 - PROGRESS: at 99.70% examples, 224066 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:53,364 : INFO : EPOCH 7 - PROGRESS: at 99.84% examples, 224068 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:54,402 : INFO : EPOCH 7 - PROGRESS: at 99.96% examples, 224060 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:54,621 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 15:00:54,635 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 15:00:54,646 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 15:00:54,654 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 15:00:54,655 : INFO : EPOCH - 7 : training on 246540407 raw words (186693603 effective words) took 833.2s, 224077 effective words/s
2020-07-16 15:00:55,687 : INFO : EPOCH 8 - PROGRESS: at 0.13% examples, 211958 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:56,705 : INFO : EPOCH 8 - PROGRESS: at 0.27% examples, 217818 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:57,717 : INFO : EPOCH 8 - PROGRESS: at 0.40% examples, 221928 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:58,719 : INFO : EPOCH 8 - PROGRESS: at 0.53% examples, 222455 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:00:59,775 : INFO : EPOCH 8 - PROGRESS: at 0.64% examples, 221064 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:00,792 : INFO : EPOCH 8 - PROGRESS: at 0.76% examples, 221852 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:01,810 : INFO : EPOCH 8 - PROGRESS: at 0.89% examples, 223068 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:02,829 : INFO : EPOCH 8 - PROGRESS: at 1.01% examples, 223475 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:03,858 : INFO : EPOCH 8 - PROGRESS: at 1.11% examples, 223027 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:04,862 : INFO : EPOCH 8 - PROGRESS: at 1.23% examples, 223825 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:05,893 : INFO : EPOCH 8 - PROGRESS: at 1.35% examples, 223566 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:06,925 : INFO : EPOCH 8 - PROGRESS: at 1.47% examples, 223114 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:07,930 : INFO : EPOCH 8 - PROGRESS: at 1.61% examples, 223877 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:08,959 : INFO : EPOCH 8 - PROGRESS: at 1.73% examples, 223956 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:09,979 : INFO : EPOCH 8 - PROGRESS: at 1.86% examples, 223820 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:10,985 : INFO : EPOCH 8 - PROGRESS: at 1.99% examples, 223438 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:11,990 : INFO : EPOCH 8 - PROGRESS: at 2.10% examples, 223967 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:13,085 : INFO : EPOCH 8 - PROGRESS: at 2.22% examples, 223354 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:14,091 : INFO : EPOCH 8 - PROGRESS: at 2.34% examples, 224163 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:15,107 : INFO : EPOCH 8 - PROGRESS: at 2.46% examples, 224108 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:16,132 : INFO : EPOCH 8 - PROGRESS: at 2.57% examples, 223661 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:17,150 : INFO : EPOCH 8 - PROGRESS: at 2.70% examples, 223865 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:18,167 : INFO : EPOCH 8 - PROGRESS: at 2.83% examples, 224221 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:19,240 : INFO : EPOCH 8 - PROGRESS: at 2.95% examples, 223738 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:20,252 : INFO : EPOCH 8 - PROGRESS: at 3.08% examples, 223963 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:21,300 : INFO : EPOCH 8 - PROGRESS: at 3.19% examples, 223971 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:22,360 : INFO : EPOCH 8 - PROGRESS: at 3.31% examples, 223942 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:23,453 : INFO : EPOCH 8 - PROGRESS: at 3.44% examples, 223882 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:24,470 : INFO : EPOCH 8 - PROGRESS: at 3.57% examples, 224168 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:25,481 : INFO : EPOCH 8 - PROGRESS: at 3.70% examples, 224155 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:26,483 : INFO : EPOCH 8 - PROGRESS: at 3.83% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:27,494 : INFO : EPOCH 8 - PROGRESS: at 3.95% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:28,515 : INFO : EPOCH 8 - PROGRESS: at 4.05% examples, 224070 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:29,535 : INFO : EPOCH 8 - PROGRESS: at 4.17% examples, 224231 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:30,541 : INFO : EPOCH 8 - PROGRESS: at 4.29% examples, 224339 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:31,597 : INFO : EPOCH 8 - PROGRESS: at 4.41% examples, 224147 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:32,602 : INFO : EPOCH 8 - PROGRESS: at 4.53% examples, 224109 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:33,673 : INFO : EPOCH 8 - PROGRESS: at 4.67% examples, 224071 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:34,691 : INFO : EPOCH 8 - PROGRESS: at 4.78% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:35,716 : INFO : EPOCH 8 - PROGRESS: at 4.91% examples, 224132 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:36,725 : INFO : EPOCH 8 - PROGRESS: at 5.03% examples, 224263 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:37,727 : INFO : EPOCH 8 - PROGRESS: at 5.15% examples, 224109 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:38,748 : INFO : EPOCH 8 - PROGRESS: at 5.26% examples, 224183 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:39,755 : INFO : EPOCH 8 - PROGRESS: at 5.36% examples, 224078 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:40,769 : INFO : EPOCH 8 - PROGRESS: at 5.50% examples, 224236 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:41,774 : INFO : EPOCH 8 - PROGRESS: at 5.62% examples, 224254 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:42,790 : INFO : EPOCH 8 - PROGRESS: at 5.76% examples, 224252 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:43,828 : INFO : EPOCH 8 - PROGRESS: at 5.89% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:44,829 : INFO : EPOCH 8 - PROGRESS: at 5.99% examples, 224229 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:45,830 : INFO : EPOCH 8 - PROGRESS: at 6.12% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:46,843 : INFO : EPOCH 8 - PROGRESS: at 6.25% examples, 224380 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:47,872 : INFO : EPOCH 8 - PROGRESS: at 6.38% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:48,884 : INFO : EPOCH 8 - PROGRESS: at 6.48% examples, 224300 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:49,918 : INFO : EPOCH 8 - PROGRESS: at 6.60% examples, 224236 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:50,929 : INFO : EPOCH 8 - PROGRESS: at 6.71% examples, 224301 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:51,963 : INFO : EPOCH 8 - PROGRESS: at 6.83% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:52,970 : INFO : EPOCH 8 - PROGRESS: at 6.95% examples, 224305 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:53,989 : INFO : EPOCH 8 - PROGRESS: at 7.08% examples, 224263 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:54,998 : INFO : EPOCH 8 - PROGRESS: at 7.21% examples, 224317 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:56,048 : INFO : EPOCH 8 - PROGRESS: at 7.34% examples, 224302 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:57,135 : INFO : EPOCH 8 - PROGRESS: at 7.47% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:58,135 : INFO : EPOCH 8 - PROGRESS: at 7.60% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:01:59,151 : INFO : EPOCH 8 - PROGRESS: at 7.72% examples, 224302 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:00,168 : INFO : EPOCH 8 - PROGRESS: at 7.84% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:01,176 : INFO : EPOCH 8 - PROGRESS: at 7.96% examples, 224252 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:02,180 : INFO : EPOCH 8 - PROGRESS: at 8.07% examples, 224221 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:03,207 : INFO : EPOCH 8 - PROGRESS: at 8.19% examples, 224183 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:04,250 : INFO : EPOCH 8 - PROGRESS: at 8.31% examples, 224237 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:05,263 : INFO : EPOCH 8 - PROGRESS: at 8.43% examples, 224331 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:06,298 : INFO : EPOCH 8 - PROGRESS: at 8.56% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:07,307 : INFO : EPOCH 8 - PROGRESS: at 8.69% examples, 224302 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:08,343 : INFO : EPOCH 8 - PROGRESS: at 8.81% examples, 224201 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:09,365 : INFO : EPOCH 8 - PROGRESS: at 8.93% examples, 224251 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:10,404 : INFO : EPOCH 8 - PROGRESS: at 9.05% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:11,421 : INFO : EPOCH 8 - PROGRESS: at 9.18% examples, 224309 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:12,432 : INFO : EPOCH 8 - PROGRESS: at 9.32% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:13,470 : INFO : EPOCH 8 - PROGRESS: at 9.44% examples, 224337 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:14,476 : INFO : EPOCH 8 - PROGRESS: at 9.55% examples, 224396 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:15,483 : INFO : EPOCH 8 - PROGRESS: at 9.66% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:16,497 : INFO : EPOCH 8 - PROGRESS: at 9.77% examples, 224396 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:17,528 : INFO : EPOCH 8 - PROGRESS: at 9.90% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:18,537 : INFO : EPOCH 8 - PROGRESS: at 10.03% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:19,541 : INFO : EPOCH 8 - PROGRESS: at 10.15% examples, 224351 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:20,541 : INFO : EPOCH 8 - PROGRESS: at 10.28% examples, 224406 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:21,562 : INFO : EPOCH 8 - PROGRESS: at 10.41% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:22,573 : INFO : EPOCH 8 - PROGRESS: at 10.53% examples, 224479 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:23,584 : INFO : EPOCH 8 - PROGRESS: at 10.65% examples, 224365 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:24,600 : INFO : EPOCH 8 - PROGRESS: at 10.78% examples, 224422 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:25,658 : INFO : EPOCH 8 - PROGRESS: at 10.91% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:26,721 : INFO : EPOCH 8 - PROGRESS: at 11.03% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:27,731 : INFO : EPOCH 8 - PROGRESS: at 11.16% examples, 224438 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:28,733 : INFO : EPOCH 8 - PROGRESS: at 11.28% examples, 224508 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:29,766 : INFO : EPOCH 8 - PROGRESS: at 11.40% examples, 224500 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:30,796 : INFO : EPOCH 8 - PROGRESS: at 11.52% examples, 224471 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:31,820 : INFO : EPOCH 8 - PROGRESS: at 11.63% examples, 224504 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:32,881 : INFO : EPOCH 8 - PROGRESS: at 11.76% examples, 224470 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:33,902 : INFO : EPOCH 8 - PROGRESS: at 11.89% examples, 224490 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:34,913 : INFO : EPOCH 8 - PROGRESS: at 12.03% examples, 224530 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:35,974 : INFO : EPOCH 8 - PROGRESS: at 12.16% examples, 224474 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:37,001 : INFO : EPOCH 8 - PROGRESS: at 12.28% examples, 224484 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:38,055 : INFO : EPOCH 8 - PROGRESS: at 12.41% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:39,086 : INFO : EPOCH 8 - PROGRESS: at 12.53% examples, 224516 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:40,087 : INFO : EPOCH 8 - PROGRESS: at 12.64% examples, 224536 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:41,090 : INFO : EPOCH 8 - PROGRESS: at 12.78% examples, 224519 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:42,138 : INFO : EPOCH 8 - PROGRESS: at 12.90% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:43,194 : INFO : EPOCH 8 - PROGRESS: at 13.05% examples, 224466 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:44,195 : INFO : EPOCH 8 - PROGRESS: at 13.18% examples, 224538 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:45,214 : INFO : EPOCH 8 - PROGRESS: at 13.32% examples, 224516 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:46,245 : INFO : EPOCH 8 - PROGRESS: at 13.43% examples, 224506 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:02:47,270 : INFO : EPOCH 8 - PROGRESS: at 13.57% examples, 224480 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:48,305 : INFO : EPOCH 8 - PROGRESS: at 13.69% examples, 224486 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:49,315 : INFO : EPOCH 8 - PROGRESS: at 13.80% examples, 224456 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:50,357 : INFO : EPOCH 8 - PROGRESS: at 13.91% examples, 224462 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:51,364 : INFO : EPOCH 8 - PROGRESS: at 14.05% examples, 224516 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:52,432 : INFO : EPOCH 8 - PROGRESS: at 14.18% examples, 224463 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:53,471 : INFO : EPOCH 8 - PROGRESS: at 14.32% examples, 224504 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:54,483 : INFO : EPOCH 8 - PROGRESS: at 14.44% examples, 224469 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:55,514 : INFO : EPOCH 8 - PROGRESS: at 14.57% examples, 224489 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:56,530 : INFO : EPOCH 8 - PROGRESS: at 14.69% examples, 224487 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:57,565 : INFO : EPOCH 8 - PROGRESS: at 14.83% examples, 224496 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:58,578 : INFO : EPOCH 8 - PROGRESS: at 14.96% examples, 224512 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:02:59,606 : INFO : EPOCH 8 - PROGRESS: at 15.09% examples, 224505 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:00,661 : INFO : EPOCH 8 - PROGRESS: at 15.21% examples, 224454 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:01,681 : INFO : EPOCH 8 - PROGRESS: at 15.34% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:02,688 : INFO : EPOCH 8 - PROGRESS: at 15.47% examples, 224517 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:03,699 : INFO : EPOCH 8 - PROGRESS: at 15.58% examples, 224493 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:04,703 : INFO : EPOCH 8 - PROGRESS: at 15.71% examples, 224519 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:05,775 : INFO : EPOCH 8 - PROGRESS: at 15.85% examples, 224454 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:06,807 : INFO : EPOCH 8 - PROGRESS: at 15.98% examples, 224495 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:07,840 : INFO : EPOCH 8 - PROGRESS: at 16.10% examples, 224448 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:08,841 : INFO : EPOCH 8 - PROGRESS: at 16.22% examples, 224485 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:09,848 : INFO : EPOCH 8 - PROGRESS: at 16.36% examples, 224511 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:10,871 : INFO : EPOCH 8 - PROGRESS: at 16.48% examples, 224460 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:11,935 : INFO : EPOCH 8 - PROGRESS: at 16.59% examples, 224413 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:12,970 : INFO : EPOCH 8 - PROGRESS: at 16.72% examples, 224468 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:13,979 : INFO : EPOCH 8 - PROGRESS: at 16.85% examples, 224448 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:14,983 : INFO : EPOCH 8 - PROGRESS: at 16.98% examples, 224447 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:15,994 : INFO : EPOCH 8 - PROGRESS: at 17.10% examples, 224487 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:17,024 : INFO : EPOCH 8 - PROGRESS: at 17.20% examples, 224480 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:18,035 : INFO : EPOCH 8 - PROGRESS: at 17.32% examples, 224468 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:19,037 : INFO : EPOCH 8 - PROGRESS: at 17.45% examples, 224481 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:20,050 : INFO : EPOCH 8 - PROGRESS: at 17.56% examples, 224490 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:21,106 : INFO : EPOCH 8 - PROGRESS: at 17.68% examples, 224475 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:22,123 : INFO : EPOCH 8 - PROGRESS: at 17.81% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:23,148 : INFO : EPOCH 8 - PROGRESS: at 17.93% examples, 224514 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:24,167 : INFO : EPOCH 8 - PROGRESS: at 18.06% examples, 224491 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:25,169 : INFO : EPOCH 8 - PROGRESS: at 18.19% examples, 224538 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:26,192 : INFO : EPOCH 8 - PROGRESS: at 18.31% examples, 224512 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:27,246 : INFO : EPOCH 8 - PROGRESS: at 18.43% examples, 224485 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:28,287 : INFO : EPOCH 8 - PROGRESS: at 18.54% examples, 224479 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:29,303 : INFO : EPOCH 8 - PROGRESS: at 18.66% examples, 224493 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:30,335 : INFO : EPOCH 8 - PROGRESS: at 18.78% examples, 224483 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:31,354 : INFO : EPOCH 8 - PROGRESS: at 18.90% examples, 224514 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:32,371 : INFO : EPOCH 8 - PROGRESS: at 19.02% examples, 224551 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:33,371 : INFO : EPOCH 8 - PROGRESS: at 19.14% examples, 224531 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:34,384 : INFO : EPOCH 8 - PROGRESS: at 19.25% examples, 224492 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:35,401 : INFO : EPOCH 8 - PROGRESS: at 19.38% examples, 224528 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:36,404 : INFO : EPOCH 8 - PROGRESS: at 19.51% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:37,463 : INFO : EPOCH 8 - PROGRESS: at 19.63% examples, 224547 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:38,512 : INFO : EPOCH 8 - PROGRESS: at 19.76% examples, 224496 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:39,533 : INFO : EPOCH 8 - PROGRESS: at 19.88% examples, 224526 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:40,563 : INFO : EPOCH 8 - PROGRESS: at 20.02% examples, 224528 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:41,585 : INFO : EPOCH 8 - PROGRESS: at 20.13% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:42,629 : INFO : EPOCH 8 - PROGRESS: at 20.26% examples, 224494 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:43,662 : INFO : EPOCH 8 - PROGRESS: at 20.38% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:44,684 : INFO : EPOCH 8 - PROGRESS: at 20.51% examples, 224544 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:45,687 : INFO : EPOCH 8 - PROGRESS: at 20.63% examples, 224508 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:46,698 : INFO : EPOCH 8 - PROGRESS: at 20.77% examples, 224553 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:47,703 : INFO : EPOCH 8 - PROGRESS: at 20.88% examples, 224552 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:48,762 : INFO : EPOCH 8 - PROGRESS: at 21.02% examples, 224529 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:49,771 : INFO : EPOCH 8 - PROGRESS: at 21.13% examples, 224490 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:50,773 : INFO : EPOCH 8 - PROGRESS: at 21.25% examples, 224578 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:51,799 : INFO : EPOCH 8 - PROGRESS: at 21.37% examples, 224554 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:52,809 : INFO : EPOCH 8 - PROGRESS: at 21.50% examples, 224549 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:53,844 : INFO : EPOCH 8 - PROGRESS: at 21.63% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:54,860 : INFO : EPOCH 8 - PROGRESS: at 21.73% examples, 224507 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:55,874 : INFO : EPOCH 8 - PROGRESS: at 21.86% examples, 224523 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:56,877 : INFO : EPOCH 8 - PROGRESS: at 22.00% examples, 224576 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:57,885 : INFO : EPOCH 8 - PROGRESS: at 22.13% examples, 224573 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:58,886 : INFO : EPOCH 8 - PROGRESS: at 22.25% examples, 224538 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:03:59,892 : INFO : EPOCH 8 - PROGRESS: at 22.36% examples, 224504 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:00,924 : INFO : EPOCH 8 - PROGRESS: at 22.47% examples, 224523 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:01,938 : INFO : EPOCH 8 - PROGRESS: at 22.58% examples, 224554 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:02,987 : INFO : EPOCH 8 - PROGRESS: at 22.70% examples, 224560 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:04,035 : INFO : EPOCH 8 - PROGRESS: at 22.85% examples, 224548 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:04:05,041 : INFO : EPOCH 8 - PROGRESS: at 22.97% examples, 224584 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:06,054 : INFO : EPOCH 8 - PROGRESS: at 23.09% examples, 224558 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:07,065 : INFO : EPOCH 8 - PROGRESS: at 23.21% examples, 224576 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:08,095 : INFO : EPOCH 8 - PROGRESS: at 23.34% examples, 224576 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:09,136 : INFO : EPOCH 8 - PROGRESS: at 23.45% examples, 224589 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:10,194 : INFO : EPOCH 8 - PROGRESS: at 23.58% examples, 224576 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:11,197 : INFO : EPOCH 8 - PROGRESS: at 23.72% examples, 224609 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:12,241 : INFO : EPOCH 8 - PROGRESS: at 23.85% examples, 224590 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:13,258 : INFO : EPOCH 8 - PROGRESS: at 23.99% examples, 224600 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:14,299 : INFO : EPOCH 8 - PROGRESS: at 24.11% examples, 224561 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:15,337 : INFO : EPOCH 8 - PROGRESS: at 24.23% examples, 224598 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:16,361 : INFO : EPOCH 8 - PROGRESS: at 24.34% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:17,411 : INFO : EPOCH 8 - PROGRESS: at 24.47% examples, 224613 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:18,421 : INFO : EPOCH 8 - PROGRESS: at 24.58% examples, 224595 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:04:19,430 : INFO : EPOCH 8 - PROGRESS: at 24.70% examples, 224584 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:20,488 : INFO : EPOCH 8 - PROGRESS: at 24.82% examples, 224588 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:21,498 : INFO : EPOCH 8 - PROGRESS: at 24.95% examples, 224584 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:22,513 : INFO : EPOCH 8 - PROGRESS: at 25.05% examples, 224589 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:23,533 : INFO : EPOCH 8 - PROGRESS: at 25.18% examples, 224592 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:24,549 : INFO : EPOCH 8 - PROGRESS: at 25.30% examples, 224606 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:25,554 : INFO : EPOCH 8 - PROGRESS: at 25.42% examples, 224612 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:26,564 : INFO : EPOCH 8 - PROGRESS: at 25.54% examples, 224598 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:27,579 : INFO : EPOCH 8 - PROGRESS: at 25.65% examples, 224582 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:28,579 : INFO : EPOCH 8 - PROGRESS: at 25.77% examples, 224622 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:29,613 : INFO : EPOCH 8 - PROGRESS: at 25.88% examples, 224597 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:30,616 : INFO : EPOCH 8 - PROGRESS: at 26.01% examples, 224610 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:31,641 : INFO : EPOCH 8 - PROGRESS: at 26.14% examples, 224618 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:32,659 : INFO : EPOCH 8 - PROGRESS: at 26.26% examples, 224573 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:33,671 : INFO : EPOCH 8 - PROGRESS: at 26.38% examples, 224619 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:34,677 : INFO : EPOCH 8 - PROGRESS: at 26.53% examples, 224624 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:35,697 : INFO : EPOCH 8 - PROGRESS: at 26.67% examples, 224627 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:36,706 : INFO : EPOCH 8 - PROGRESS: at 26.79% examples, 224643 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:37,732 : INFO : EPOCH 8 - PROGRESS: at 26.93% examples, 224632 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:38,774 : INFO : EPOCH 8 - PROGRESS: at 27.05% examples, 224633 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:39,800 : INFO : EPOCH 8 - PROGRESS: at 27.16% examples, 224612 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:40,841 : INFO : EPOCH 8 - PROGRESS: at 27.28% examples, 224569 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:41,917 : INFO : EPOCH 8 - PROGRESS: at 27.41% examples, 224537 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:42,990 : INFO : EPOCH 8 - PROGRESS: at 27.55% examples, 224505 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:44,007 : INFO : EPOCH 8 - PROGRESS: at 27.67% examples, 224460 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:45,018 : INFO : EPOCH 8 - PROGRESS: at 27.79% examples, 224310 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:46,042 : INFO : EPOCH 8 - PROGRESS: at 27.90% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:47,080 : INFO : EPOCH 8 - PROGRESS: at 28.05% examples, 224227 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:48,090 : INFO : EPOCH 8 - PROGRESS: at 28.17% examples, 224258 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:49,100 : INFO : EPOCH 8 - PROGRESS: at 28.29% examples, 224268 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:50,122 : INFO : EPOCH 8 - PROGRESS: at 28.40% examples, 224248 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:51,155 : INFO : EPOCH 8 - PROGRESS: at 28.54% examples, 224246 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:52,206 : INFO : EPOCH 8 - PROGRESS: at 28.66% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:53,215 : INFO : EPOCH 8 - PROGRESS: at 28.80% examples, 224225 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:54,277 : INFO : EPOCH 8 - PROGRESS: at 28.94% examples, 224230 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:55,283 : INFO : EPOCH 8 - PROGRESS: at 29.07% examples, 224242 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:56,309 : INFO : EPOCH 8 - PROGRESS: at 29.20% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:57,347 : INFO : EPOCH 8 - PROGRESS: at 29.31% examples, 224223 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:58,398 : INFO : EPOCH 8 - PROGRESS: at 29.44% examples, 224232 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:04:59,404 : INFO : EPOCH 8 - PROGRESS: at 29.56% examples, 224254 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:00,483 : INFO : EPOCH 8 - PROGRESS: at 29.68% examples, 224219 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:01,568 : INFO : EPOCH 8 - PROGRESS: at 29.78% examples, 224202 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:02,578 : INFO : EPOCH 8 - PROGRESS: at 29.90% examples, 224233 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:03,651 : INFO : EPOCH 8 - PROGRESS: at 30.00% examples, 224228 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:04,728 : INFO : EPOCH 8 - PROGRESS: at 30.13% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:05,733 : INFO : EPOCH 8 - PROGRESS: at 30.27% examples, 224258 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:06,741 : INFO : EPOCH 8 - PROGRESS: at 30.38% examples, 224269 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:07,748 : INFO : EPOCH 8 - PROGRESS: at 30.48% examples, 224218 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:08,788 : INFO : EPOCH 8 - PROGRESS: at 30.60% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:09,849 : INFO : EPOCH 8 - PROGRESS: at 30.74% examples, 224246 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:10,886 : INFO : EPOCH 8 - PROGRESS: at 30.86% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:11,901 : INFO : EPOCH 8 - PROGRESS: at 30.99% examples, 224237 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:12,912 : INFO : EPOCH 8 - PROGRESS: at 31.12% examples, 224248 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:13,965 : INFO : EPOCH 8 - PROGRESS: at 31.24% examples, 224247 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:14,982 : INFO : EPOCH 8 - PROGRESS: at 31.34% examples, 224230 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:15,998 : INFO : EPOCH 8 - PROGRESS: at 31.48% examples, 224233 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:17,022 : INFO : EPOCH 8 - PROGRESS: at 31.62% examples, 224245 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:18,023 : INFO : EPOCH 8 - PROGRESS: at 31.73% examples, 224236 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:19,032 : INFO : EPOCH 8 - PROGRESS: at 31.85% examples, 224237 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:20,036 : INFO : EPOCH 8 - PROGRESS: at 31.95% examples, 224257 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:21,053 : INFO : EPOCH 8 - PROGRESS: at 32.06% examples, 224246 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:22,123 : INFO : EPOCH 8 - PROGRESS: at 32.17% examples, 224246 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:23,189 : INFO : EPOCH 8 - PROGRESS: at 32.30% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:24,255 : INFO : EPOCH 8 - PROGRESS: at 32.42% examples, 224260 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:25,295 : INFO : EPOCH 8 - PROGRESS: at 32.54% examples, 224271 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:26,319 : INFO : EPOCH 8 - PROGRESS: at 32.64% examples, 224264 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:27,349 : INFO : EPOCH 8 - PROGRESS: at 32.78% examples, 224301 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:28,418 : INFO : EPOCH 8 - PROGRESS: at 32.91% examples, 224258 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:29,427 : INFO : EPOCH 8 - PROGRESS: at 33.05% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:30,437 : INFO : EPOCH 8 - PROGRESS: at 33.18% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:31,467 : INFO : EPOCH 8 - PROGRESS: at 33.31% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:32,479 : INFO : EPOCH 8 - PROGRESS: at 33.42% examples, 224288 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:33,495 : INFO : EPOCH 8 - PROGRESS: at 33.54% examples, 224280 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:34,523 : INFO : EPOCH 8 - PROGRESS: at 33.67% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:35,631 : INFO : EPOCH 8 - PROGRESS: at 33.79% examples, 224265 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:36,684 : INFO : EPOCH 8 - PROGRESS: at 33.93% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:37,763 : INFO : EPOCH 8 - PROGRESS: at 34.06% examples, 224287 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:38,773 : INFO : EPOCH 8 - PROGRESS: at 34.18% examples, 224323 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:39,846 : INFO : EPOCH 8 - PROGRESS: at 34.29% examples, 224274 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:40,855 : INFO : EPOCH 8 - PROGRESS: at 34.42% examples, 224322 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:41,863 : INFO : EPOCH 8 - PROGRESS: at 34.54% examples, 224324 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:42,892 : INFO : EPOCH 8 - PROGRESS: at 34.66% examples, 224313 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:43,934 : INFO : EPOCH 8 - PROGRESS: at 34.79% examples, 224291 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:44,957 : INFO : EPOCH 8 - PROGRESS: at 34.93% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:45,969 : INFO : EPOCH 8 - PROGRESS: at 35.05% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:47,026 : INFO : EPOCH 8 - PROGRESS: at 35.17% examples, 224316 words/s, in_qsize 7, out_qsize 1
2020-07-16 15:05:48,094 : INFO : EPOCH 8 - PROGRESS: at 35.30% examples, 224296 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:49,123 : INFO : EPOCH 8 - PROGRESS: at 35.43% examples, 224311 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:50,156 : INFO : EPOCH 8 - PROGRESS: at 35.56% examples, 224323 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:51,231 : INFO : EPOCH 8 - PROGRESS: at 35.67% examples, 224308 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:52,237 : INFO : EPOCH 8 - PROGRESS: at 35.79% examples, 224306 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:53,238 : INFO : EPOCH 8 - PROGRESS: at 35.89% examples, 224301 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:54,244 : INFO : EPOCH 8 - PROGRESS: at 36.02% examples, 224313 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:55,244 : INFO : EPOCH 8 - PROGRESS: at 36.14% examples, 224304 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:56,248 : INFO : EPOCH 8 - PROGRESS: at 36.26% examples, 224311 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:57,250 : INFO : EPOCH 8 - PROGRESS: at 36.38% examples, 224311 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:58,256 : INFO : EPOCH 8 - PROGRESS: at 36.49% examples, 224346 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:05:59,259 : INFO : EPOCH 8 - PROGRESS: at 36.60% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:00,259 : INFO : EPOCH 8 - PROGRESS: at 36.71% examples, 224330 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:01,264 : INFO : EPOCH 8 - PROGRESS: at 36.83% examples, 224343 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:02,296 : INFO : EPOCH 8 - PROGRESS: at 36.95% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:03,323 : INFO : EPOCH 8 - PROGRESS: at 37.06% examples, 224320 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:04,397 : INFO : EPOCH 8 - PROGRESS: at 37.19% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:05,399 : INFO : EPOCH 8 - PROGRESS: at 37.33% examples, 224351 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:06,402 : INFO : EPOCH 8 - PROGRESS: at 37.45% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:07,410 : INFO : EPOCH 8 - PROGRESS: at 37.58% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:08,419 : INFO : EPOCH 8 - PROGRESS: at 37.69% examples, 224320 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:09,507 : INFO : EPOCH 8 - PROGRESS: at 37.84% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:10,513 : INFO : EPOCH 8 - PROGRESS: at 37.95% examples, 224343 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:11,513 : INFO : EPOCH 8 - PROGRESS: at 38.07% examples, 224336 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:12,559 : INFO : EPOCH 8 - PROGRESS: at 38.19% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:13,570 : INFO : EPOCH 8 - PROGRESS: at 38.32% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:14,647 : INFO : EPOCH 8 - PROGRESS: at 38.43% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:15,668 : INFO : EPOCH 8 - PROGRESS: at 38.55% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:16,697 : INFO : EPOCH 8 - PROGRESS: at 38.67% examples, 224355 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:17,698 : INFO : EPOCH 8 - PROGRESS: at 38.79% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:18,745 : INFO : EPOCH 8 - PROGRESS: at 38.90% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:19,768 : INFO : EPOCH 8 - PROGRESS: at 39.05% examples, 224370 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:20,802 : INFO : EPOCH 8 - PROGRESS: at 39.17% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:21,824 : INFO : EPOCH 8 - PROGRESS: at 39.28% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:22,839 : INFO : EPOCH 8 - PROGRESS: at 39.41% examples, 224378 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:23,853 : INFO : EPOCH 8 - PROGRESS: at 39.53% examples, 224365 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:24,853 : INFO : EPOCH 8 - PROGRESS: at 39.66% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:25,859 : INFO : EPOCH 8 - PROGRESS: at 39.78% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:26,864 : INFO : EPOCH 8 - PROGRESS: at 39.90% examples, 224374 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:27,914 : INFO : EPOCH 8 - PROGRESS: at 40.01% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:28,951 : INFO : EPOCH 8 - PROGRESS: at 40.14% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:29,958 : INFO : EPOCH 8 - PROGRESS: at 40.26% examples, 224381 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:30,961 : INFO : EPOCH 8 - PROGRESS: at 40.36% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:32,037 : INFO : EPOCH 8 - PROGRESS: at 40.49% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:33,059 : INFO : EPOCH 8 - PROGRESS: at 40.63% examples, 224391 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:34,072 : INFO : EPOCH 8 - PROGRESS: at 40.75% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:35,077 : INFO : EPOCH 8 - PROGRESS: at 40.87% examples, 224379 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:36,095 : INFO : EPOCH 8 - PROGRESS: at 41.00% examples, 224394 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:37,108 : INFO : EPOCH 8 - PROGRESS: at 41.11% examples, 224391 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:38,130 : INFO : EPOCH 8 - PROGRESS: at 41.23% examples, 224381 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:39,156 : INFO : EPOCH 8 - PROGRESS: at 41.35% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:40,215 : INFO : EPOCH 8 - PROGRESS: at 41.45% examples, 224378 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:41,232 : INFO : EPOCH 8 - PROGRESS: at 41.57% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:42,259 : INFO : EPOCH 8 - PROGRESS: at 41.69% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:43,265 : INFO : EPOCH 8 - PROGRESS: at 41.81% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:44,320 : INFO : EPOCH 8 - PROGRESS: at 41.93% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:45,344 : INFO : EPOCH 8 - PROGRESS: at 42.06% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:46,348 : INFO : EPOCH 8 - PROGRESS: at 42.19% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:47,352 : INFO : EPOCH 8 - PROGRESS: at 42.31% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:48,398 : INFO : EPOCH 8 - PROGRESS: at 42.44% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:49,415 : INFO : EPOCH 8 - PROGRESS: at 42.56% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:50,442 : INFO : EPOCH 8 - PROGRESS: at 42.70% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:51,548 : INFO : EPOCH 8 - PROGRESS: at 42.82% examples, 224372 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:52,568 : INFO : EPOCH 8 - PROGRESS: at 42.95% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:53,573 : INFO : EPOCH 8 - PROGRESS: at 43.06% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:54,578 : INFO : EPOCH 8 - PROGRESS: at 43.17% examples, 224396 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:55,593 : INFO : EPOCH 8 - PROGRESS: at 43.28% examples, 224378 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:56,604 : INFO : EPOCH 8 - PROGRESS: at 43.42% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:57,618 : INFO : EPOCH 8 - PROGRESS: at 43.55% examples, 224396 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:58,641 : INFO : EPOCH 8 - PROGRESS: at 43.65% examples, 224365 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:06:59,679 : INFO : EPOCH 8 - PROGRESS: at 43.77% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:00,714 : INFO : EPOCH 8 - PROGRESS: at 43.91% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:01,729 : INFO : EPOCH 8 - PROGRESS: at 44.02% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:02,747 : INFO : EPOCH 8 - PROGRESS: at 44.15% examples, 224380 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:03,769 : INFO : EPOCH 8 - PROGRESS: at 44.29% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:04,786 : INFO : EPOCH 8 - PROGRESS: at 44.40% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:05,790 : INFO : EPOCH 8 - PROGRESS: at 44.53% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:06,844 : INFO : EPOCH 8 - PROGRESS: at 44.65% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:07,872 : INFO : EPOCH 8 - PROGRESS: at 44.78% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:08,910 : INFO : EPOCH 8 - PROGRESS: at 44.93% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:09,910 : INFO : EPOCH 8 - PROGRESS: at 45.04% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:10,916 : INFO : EPOCH 8 - PROGRESS: at 45.16% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:11,924 : INFO : EPOCH 8 - PROGRESS: at 45.29% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:12,955 : INFO : EPOCH 8 - PROGRESS: at 45.40% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:13,970 : INFO : EPOCH 8 - PROGRESS: at 45.53% examples, 224398 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:14,973 : INFO : EPOCH 8 - PROGRESS: at 45.64% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:15,989 : INFO : EPOCH 8 - PROGRESS: at 45.75% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:16,990 : INFO : EPOCH 8 - PROGRESS: at 45.88% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:18,037 : INFO : EPOCH 8 - PROGRESS: at 45.99% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:19,078 : INFO : EPOCH 8 - PROGRESS: at 46.11% examples, 224414 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:20,088 : INFO : EPOCH 8 - PROGRESS: at 46.23% examples, 224410 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:21,110 : INFO : EPOCH 8 - PROGRESS: at 46.33% examples, 224398 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:22,126 : INFO : EPOCH 8 - PROGRESS: at 46.46% examples, 224415 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:23,131 : INFO : EPOCH 8 - PROGRESS: at 46.59% examples, 224420 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:24,134 : INFO : EPOCH 8 - PROGRESS: at 46.72% examples, 224429 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:25,148 : INFO : EPOCH 8 - PROGRESS: at 46.83% examples, 224432 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:26,168 : INFO : EPOCH 8 - PROGRESS: at 46.94% examples, 224411 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:27,170 : INFO : EPOCH 8 - PROGRESS: at 47.05% examples, 224420 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:28,172 : INFO : EPOCH 8 - PROGRESS: at 47.17% examples, 224423 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:29,198 : INFO : EPOCH 8 - PROGRESS: at 47.29% examples, 224411 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:30,249 : INFO : EPOCH 8 - PROGRESS: at 47.41% examples, 224417 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:31,251 : INFO : EPOCH 8 - PROGRESS: at 47.53% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:32,302 : INFO : EPOCH 8 - PROGRESS: at 47.66% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:33,304 : INFO : EPOCH 8 - PROGRESS: at 47.81% examples, 224422 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:34,305 : INFO : EPOCH 8 - PROGRESS: at 47.93% examples, 224419 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:35,359 : INFO : EPOCH 8 - PROGRESS: at 48.06% examples, 224409 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:36,392 : INFO : EPOCH 8 - PROGRESS: at 48.19% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:37,394 : INFO : EPOCH 8 - PROGRESS: at 48.32% examples, 224422 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:38,398 : INFO : EPOCH 8 - PROGRESS: at 48.47% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:39,418 : INFO : EPOCH 8 - PROGRESS: at 48.59% examples, 224427 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:40,436 : INFO : EPOCH 8 - PROGRESS: at 48.72% examples, 224419 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:41,473 : INFO : EPOCH 8 - PROGRESS: at 48.83% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:42,518 : INFO : EPOCH 8 - PROGRESS: at 48.95% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:43,520 : INFO : EPOCH 8 - PROGRESS: at 49.09% examples, 224437 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:44,530 : INFO : EPOCH 8 - PROGRESS: at 49.21% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:45,589 : INFO : EPOCH 8 - PROGRESS: at 49.32% examples, 224410 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:46,614 : INFO : EPOCH 8 - PROGRESS: at 49.46% examples, 224426 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:47,636 : INFO : EPOCH 8 - PROGRESS: at 49.58% examples, 224429 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:48,654 : INFO : EPOCH 8 - PROGRESS: at 49.69% examples, 224416 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:49,678 : INFO : EPOCH 8 - PROGRESS: at 49.82% examples, 224433 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:50,690 : INFO : EPOCH 8 - PROGRESS: at 49.95% examples, 224427 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:51,751 : INFO : EPOCH 8 - PROGRESS: at 50.07% examples, 224416 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:52,752 : INFO : EPOCH 8 - PROGRESS: at 50.18% examples, 224421 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:53,794 : INFO : EPOCH 8 - PROGRESS: at 50.30% examples, 224411 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:54,801 : INFO : EPOCH 8 - PROGRESS: at 50.42% examples, 224416 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:55,804 : INFO : EPOCH 8 - PROGRESS: at 50.54% examples, 224429 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:56,812 : INFO : EPOCH 8 - PROGRESS: at 50.67% examples, 224432 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:57,818 : INFO : EPOCH 8 - PROGRESS: at 50.80% examples, 224436 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:58,851 : INFO : EPOCH 8 - PROGRESS: at 50.93% examples, 224428 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:07:59,877 : INFO : EPOCH 8 - PROGRESS: at 51.06% examples, 224435 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:00,883 : INFO : EPOCH 8 - PROGRESS: at 51.17% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:01,899 : INFO : EPOCH 8 - PROGRESS: at 51.31% examples, 224414 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:02,920 : INFO : EPOCH 8 - PROGRESS: at 51.43% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:04,012 : INFO : EPOCH 8 - PROGRESS: at 51.57% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:05,016 : INFO : EPOCH 8 - PROGRESS: at 51.69% examples, 224421 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:06,019 : INFO : EPOCH 8 - PROGRESS: at 51.81% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:07,031 : INFO : EPOCH 8 - PROGRESS: at 51.93% examples, 224415 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:08,049 : INFO : EPOCH 8 - PROGRESS: at 52.05% examples, 224414 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:09,098 : INFO : EPOCH 8 - PROGRESS: at 52.18% examples, 224414 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:10,108 : INFO : EPOCH 8 - PROGRESS: at 52.31% examples, 224431 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:11,177 : INFO : EPOCH 8 - PROGRESS: at 52.42% examples, 224413 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:12,181 : INFO : EPOCH 8 - PROGRESS: at 52.54% examples, 224425 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:13,281 : INFO : EPOCH 8 - PROGRESS: at 52.66% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:14,301 : INFO : EPOCH 8 - PROGRESS: at 52.79% examples, 224419 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:08:15,367 : INFO : EPOCH 8 - PROGRESS: at 52.93% examples, 224421 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:16,441 : INFO : EPOCH 8 - PROGRESS: at 53.05% examples, 224422 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:17,450 : INFO : EPOCH 8 - PROGRESS: at 53.17% examples, 224429 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:18,527 : INFO : EPOCH 8 - PROGRESS: at 53.29% examples, 224413 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:19,566 : INFO : EPOCH 8 - PROGRESS: at 53.42% examples, 224438 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:20,575 : INFO : EPOCH 8 - PROGRESS: at 53.56% examples, 224450 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:21,577 : INFO : EPOCH 8 - PROGRESS: at 53.67% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:22,589 : INFO : EPOCH 8 - PROGRESS: at 53.77% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:23,624 : INFO : EPOCH 8 - PROGRESS: at 53.90% examples, 224437 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:24,656 : INFO : EPOCH 8 - PROGRESS: at 54.02% examples, 224433 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:25,660 : INFO : EPOCH 8 - PROGRESS: at 54.14% examples, 224423 words/s, in_qsize 8, out_qsize 1
2020-07-16 15:08:26,663 : INFO : EPOCH 8 - PROGRESS: at 54.24% examples, 224445 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:27,707 : INFO : EPOCH 8 - PROGRESS: at 54.36% examples, 224427 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:28,714 : INFO : EPOCH 8 - PROGRESS: at 54.48% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:29,715 : INFO : EPOCH 8 - PROGRESS: at 54.59% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:30,742 : INFO : EPOCH 8 - PROGRESS: at 54.70% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:31,762 : INFO : EPOCH 8 - PROGRESS: at 54.82% examples, 224422 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:32,791 : INFO : EPOCH 8 - PROGRESS: at 54.94% examples, 224433 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:33,809 : INFO : EPOCH 8 - PROGRESS: at 55.07% examples, 224439 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:34,810 : INFO : EPOCH 8 - PROGRESS: at 55.21% examples, 224437 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:08:35,820 : INFO : EPOCH 8 - PROGRESS: at 55.34% examples, 224438 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:36,821 : INFO : EPOCH 8 - PROGRESS: at 55.45% examples, 224432 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:37,871 : INFO : EPOCH 8 - PROGRESS: at 55.56% examples, 224432 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:38,931 : INFO : EPOCH 8 - PROGRESS: at 55.66% examples, 224423 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:40,000 : INFO : EPOCH 8 - PROGRESS: at 55.80% examples, 224435 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:41,001 : INFO : EPOCH 8 - PROGRESS: at 55.93% examples, 224432 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:42,010 : INFO : EPOCH 8 - PROGRESS: at 56.06% examples, 224463 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:43,049 : INFO : EPOCH 8 - PROGRESS: at 56.20% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:44,061 : INFO : EPOCH 8 - PROGRESS: at 56.31% examples, 224454 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:45,074 : INFO : EPOCH 8 - PROGRESS: at 56.42% examples, 224456 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:46,138 : INFO : EPOCH 8 - PROGRESS: at 56.54% examples, 224436 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:47,167 : INFO : EPOCH 8 - PROGRESS: at 56.67% examples, 224444 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:48,203 : INFO : EPOCH 8 - PROGRESS: at 56.79% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:49,210 : INFO : EPOCH 8 - PROGRESS: at 56.92% examples, 224453 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:08:50,293 : INFO : EPOCH 8 - PROGRESS: at 57.04% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:51,350 : INFO : EPOCH 8 - PROGRESS: at 57.17% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:52,352 : INFO : EPOCH 8 - PROGRESS: at 57.28% examples, 224459 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:53,390 : INFO : EPOCH 8 - PROGRESS: at 57.41% examples, 224447 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:54,427 : INFO : EPOCH 8 - PROGRESS: at 57.54% examples, 224453 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:55,463 : INFO : EPOCH 8 - PROGRESS: at 57.66% examples, 224458 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:56,469 : INFO : EPOCH 8 - PROGRESS: at 57.80% examples, 224465 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:57,469 : INFO : EPOCH 8 - PROGRESS: at 57.90% examples, 224461 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:58,483 : INFO : EPOCH 8 - PROGRESS: at 58.02% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:08:59,511 : INFO : EPOCH 8 - PROGRESS: at 58.15% examples, 224458 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:00,529 : INFO : EPOCH 8 - PROGRESS: at 58.28% examples, 224453 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:01,563 : INFO : EPOCH 8 - PROGRESS: at 58.41% examples, 224453 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:02,565 : INFO : EPOCH 8 - PROGRESS: at 58.54% examples, 224467 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:03,612 : INFO : EPOCH 8 - PROGRESS: at 58.66% examples, 224457 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:04,631 : INFO : EPOCH 8 - PROGRESS: at 58.77% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:05,656 : INFO : EPOCH 8 - PROGRESS: at 58.90% examples, 224468 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:06,675 : INFO : EPOCH 8 - PROGRESS: at 59.04% examples, 224448 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:07,702 : INFO : EPOCH 8 - PROGRESS: at 59.17% examples, 224450 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:09:08,751 : INFO : EPOCH 8 - PROGRESS: at 59.30% examples, 224460 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:09,760 : INFO : EPOCH 8 - PROGRESS: at 59.43% examples, 224470 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:10,776 : INFO : EPOCH 8 - PROGRESS: at 59.56% examples, 224454 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:11,779 : INFO : EPOCH 8 - PROGRESS: at 59.69% examples, 224438 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:12,784 : INFO : EPOCH 8 - PROGRESS: at 59.80% examples, 224429 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:13,827 : INFO : EPOCH 8 - PROGRESS: at 59.93% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:14,854 : INFO : EPOCH 8 - PROGRESS: at 60.03% examples, 224311 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:15,880 : INFO : EPOCH 8 - PROGRESS: at 60.14% examples, 224290 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:16,937 : INFO : EPOCH 8 - PROGRESS: at 60.28% examples, 224285 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:17,946 : INFO : EPOCH 8 - PROGRESS: at 60.40% examples, 224305 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:18,952 : INFO : EPOCH 8 - PROGRESS: at 60.53% examples, 224297 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:19,963 : INFO : EPOCH 8 - PROGRESS: at 60.64% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:21,021 : INFO : EPOCH 8 - PROGRESS: at 60.77% examples, 224285 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:22,056 : INFO : EPOCH 8 - PROGRESS: at 60.90% examples, 224304 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:23,089 : INFO : EPOCH 8 - PROGRESS: at 61.03% examples, 224302 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:24,121 : INFO : EPOCH 8 - PROGRESS: at 61.16% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:25,184 : INFO : EPOCH 8 - PROGRESS: at 61.28% examples, 224296 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:26,213 : INFO : EPOCH 8 - PROGRESS: at 61.43% examples, 224310 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:27,245 : INFO : EPOCH 8 - PROGRESS: at 61.55% examples, 224295 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:28,265 : INFO : EPOCH 8 - PROGRESS: at 61.67% examples, 224302 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:29,317 : INFO : EPOCH 8 - PROGRESS: at 61.78% examples, 224301 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:30,380 : INFO : EPOCH 8 - PROGRESS: at 61.91% examples, 224299 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:31,422 : INFO : EPOCH 8 - PROGRESS: at 62.03% examples, 224302 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:32,445 : INFO : EPOCH 8 - PROGRESS: at 62.16% examples, 224314 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:33,461 : INFO : EPOCH 8 - PROGRESS: at 62.28% examples, 224290 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:34,503 : INFO : EPOCH 8 - PROGRESS: at 62.41% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:35,513 : INFO : EPOCH 8 - PROGRESS: at 62.55% examples, 224322 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:36,516 : INFO : EPOCH 8 - PROGRESS: at 62.66% examples, 224318 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:37,547 : INFO : EPOCH 8 - PROGRESS: at 62.76% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:38,549 : INFO : EPOCH 8 - PROGRESS: at 62.87% examples, 224321 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:39,584 : INFO : EPOCH 8 - PROGRESS: at 63.00% examples, 224310 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:40,620 : INFO : EPOCH 8 - PROGRESS: at 63.12% examples, 224320 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:41,635 : INFO : EPOCH 8 - PROGRESS: at 63.24% examples, 224307 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:42,659 : INFO : EPOCH 8 - PROGRESS: at 63.35% examples, 224320 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:43,697 : INFO : EPOCH 8 - PROGRESS: at 63.48% examples, 224321 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:44,721 : INFO : EPOCH 8 - PROGRESS: at 63.59% examples, 224309 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:45,750 : INFO : EPOCH 8 - PROGRESS: at 63.73% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:46,789 : INFO : EPOCH 8 - PROGRESS: at 63.86% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:47,816 : INFO : EPOCH 8 - PROGRESS: at 63.99% examples, 224321 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:48,821 : INFO : EPOCH 8 - PROGRESS: at 64.11% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:49,863 : INFO : EPOCH 8 - PROGRESS: at 64.23% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:50,868 : INFO : EPOCH 8 - PROGRESS: at 64.37% examples, 224330 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:51,883 : INFO : EPOCH 8 - PROGRESS: at 64.49% examples, 224327 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:52,900 : INFO : EPOCH 8 - PROGRESS: at 64.63% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:53,908 : INFO : EPOCH 8 - PROGRESS: at 64.76% examples, 224336 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:54,943 : INFO : EPOCH 8 - PROGRESS: at 64.87% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:55,944 : INFO : EPOCH 8 - PROGRESS: at 64.99% examples, 224326 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:56,980 : INFO : EPOCH 8 - PROGRESS: at 65.14% examples, 224320 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:57,984 : INFO : EPOCH 8 - PROGRESS: at 65.26% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:09:59,037 : INFO : EPOCH 8 - PROGRESS: at 65.36% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:00,057 : INFO : EPOCH 8 - PROGRESS: at 65.52% examples, 224339 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:01,079 : INFO : EPOCH 8 - PROGRESS: at 65.64% examples, 224322 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:02,115 : INFO : EPOCH 8 - PROGRESS: at 65.78% examples, 224318 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:03,126 : INFO : EPOCH 8 - PROGRESS: at 65.90% examples, 224330 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:04,138 : INFO : EPOCH 8 - PROGRESS: at 66.01% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:05,153 : INFO : EPOCH 8 - PROGRESS: at 66.13% examples, 224327 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:06,208 : INFO : EPOCH 8 - PROGRESS: at 66.25% examples, 224331 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:07,282 : INFO : EPOCH 8 - PROGRESS: at 66.39% examples, 224319 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:08,286 : INFO : EPOCH 8 - PROGRESS: at 66.50% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:09,320 : INFO : EPOCH 8 - PROGRESS: at 66.64% examples, 224331 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:10,384 : INFO : EPOCH 8 - PROGRESS: at 66.77% examples, 224330 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:11,392 : INFO : EPOCH 8 - PROGRESS: at 66.90% examples, 224339 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:12,395 : INFO : EPOCH 8 - PROGRESS: at 67.04% examples, 224343 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:13,449 : INFO : EPOCH 8 - PROGRESS: at 67.17% examples, 224340 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:14,464 : INFO : EPOCH 8 - PROGRESS: at 67.29% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:15,478 : INFO : EPOCH 8 - PROGRESS: at 67.41% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:16,508 : INFO : EPOCH 8 - PROGRESS: at 67.55% examples, 224339 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:17,516 : INFO : EPOCH 8 - PROGRESS: at 67.67% examples, 224331 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:18,551 : INFO : EPOCH 8 - PROGRESS: at 67.79% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:19,600 : INFO : EPOCH 8 - PROGRESS: at 67.93% examples, 224332 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:20,622 : INFO : EPOCH 8 - PROGRESS: at 68.06% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:21,640 : INFO : EPOCH 8 - PROGRESS: at 68.18% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:22,642 : INFO : EPOCH 8 - PROGRESS: at 68.32% examples, 224349 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:23,650 : INFO : EPOCH 8 - PROGRESS: at 68.45% examples, 224330 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:24,675 : INFO : EPOCH 8 - PROGRESS: at 68.57% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:25,678 : INFO : EPOCH 8 - PROGRESS: at 68.69% examples, 224337 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:26,684 : INFO : EPOCH 8 - PROGRESS: at 68.79% examples, 224321 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:27,696 : INFO : EPOCH 8 - PROGRESS: at 68.92% examples, 224324 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:28,713 : INFO : EPOCH 8 - PROGRESS: at 69.03% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:29,742 : INFO : EPOCH 8 - PROGRESS: at 69.14% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:30,749 : INFO : EPOCH 8 - PROGRESS: at 69.28% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:31,763 : INFO : EPOCH 8 - PROGRESS: at 69.41% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:32,853 : INFO : EPOCH 8 - PROGRESS: at 69.54% examples, 224321 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:33,867 : INFO : EPOCH 8 - PROGRESS: at 69.68% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:34,888 : INFO : EPOCH 8 - PROGRESS: at 69.81% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:35,889 : INFO : EPOCH 8 - PROGRESS: at 69.93% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:36,914 : INFO : EPOCH 8 - PROGRESS: at 70.06% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:37,940 : INFO : EPOCH 8 - PROGRESS: at 70.19% examples, 224340 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:38,942 : INFO : EPOCH 8 - PROGRESS: at 70.31% examples, 224338 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:39,959 : INFO : EPOCH 8 - PROGRESS: at 70.44% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:40,991 : INFO : EPOCH 8 - PROGRESS: at 70.56% examples, 224331 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:42,000 : INFO : EPOCH 8 - PROGRESS: at 70.67% examples, 224326 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:43,020 : INFO : EPOCH 8 - PROGRESS: at 70.80% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:44,044 : INFO : EPOCH 8 - PROGRESS: at 70.92% examples, 224332 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:45,120 : INFO : EPOCH 8 - PROGRESS: at 71.06% examples, 224319 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:46,128 : INFO : EPOCH 8 - PROGRESS: at 71.18% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:47,151 : INFO : EPOCH 8 - PROGRESS: at 71.30% examples, 224336 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:48,170 : INFO : EPOCH 8 - PROGRESS: at 71.43% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:49,200 : INFO : EPOCH 8 - PROGRESS: at 71.56% examples, 224330 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:50,225 : INFO : EPOCH 8 - PROGRESS: at 71.69% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:51,296 : INFO : EPOCH 8 - PROGRESS: at 71.81% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:52,301 : INFO : EPOCH 8 - PROGRESS: at 71.94% examples, 224337 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:53,318 : INFO : EPOCH 8 - PROGRESS: at 72.08% examples, 224349 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:54,382 : INFO : EPOCH 8 - PROGRESS: at 72.19% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:55,396 : INFO : EPOCH 8 - PROGRESS: at 72.30% examples, 224337 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:56,413 : INFO : EPOCH 8 - PROGRESS: at 72.42% examples, 224327 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:57,461 : INFO : EPOCH 8 - PROGRESS: at 72.55% examples, 224335 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:10:58,493 : INFO : EPOCH 8 - PROGRESS: at 72.67% examples, 224343 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:10:59,497 : INFO : EPOCH 8 - PROGRESS: at 72.79% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:00,543 : INFO : EPOCH 8 - PROGRESS: at 72.91% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:01,577 : INFO : EPOCH 8 - PROGRESS: at 73.04% examples, 224322 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:02,578 : INFO : EPOCH 8 - PROGRESS: at 73.17% examples, 224330 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:03,593 : INFO : EPOCH 8 - PROGRESS: at 73.30% examples, 224343 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:04,596 : INFO : EPOCH 8 - PROGRESS: at 73.42% examples, 224350 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:05,609 : INFO : EPOCH 8 - PROGRESS: at 73.53% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:06,654 : INFO : EPOCH 8 - PROGRESS: at 73.65% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:07,677 : INFO : EPOCH 8 - PROGRESS: at 73.76% examples, 224327 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:08,681 : INFO : EPOCH 8 - PROGRESS: at 73.89% examples, 224336 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:09,750 : INFO : EPOCH 8 - PROGRESS: at 74.03% examples, 224329 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:11:10,807 : INFO : EPOCH 8 - PROGRESS: at 74.17% examples, 224331 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:11,821 : INFO : EPOCH 8 - PROGRESS: at 74.27% examples, 224340 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:12,822 : INFO : EPOCH 8 - PROGRESS: at 74.38% examples, 224350 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:13,824 : INFO : EPOCH 8 - PROGRESS: at 74.49% examples, 224349 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:14,840 : INFO : EPOCH 8 - PROGRESS: at 74.60% examples, 224343 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:15,869 : INFO : EPOCH 8 - PROGRESS: at 74.73% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:16,920 : INFO : EPOCH 8 - PROGRESS: at 74.87% examples, 224337 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:17,970 : INFO : EPOCH 8 - PROGRESS: at 74.99% examples, 224340 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:18,992 : INFO : EPOCH 8 - PROGRESS: at 75.12% examples, 224347 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:20,018 : INFO : EPOCH 8 - PROGRESS: at 75.23% examples, 224350 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:21,028 : INFO : EPOCH 8 - PROGRESS: at 75.36% examples, 224340 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:22,109 : INFO : EPOCH 8 - PROGRESS: at 75.49% examples, 224338 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:23,143 : INFO : EPOCH 8 - PROGRESS: at 75.63% examples, 224340 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:24,161 : INFO : EPOCH 8 - PROGRESS: at 75.77% examples, 224353 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:25,164 : INFO : EPOCH 8 - PROGRESS: at 75.89% examples, 224348 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:26,220 : INFO : EPOCH 8 - PROGRESS: at 76.01% examples, 224347 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:27,223 : INFO : EPOCH 8 - PROGRESS: at 76.12% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:28,237 : INFO : EPOCH 8 - PROGRESS: at 76.25% examples, 224347 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:29,238 : INFO : EPOCH 8 - PROGRESS: at 76.37% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:30,261 : INFO : EPOCH 8 - PROGRESS: at 76.47% examples, 224354 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:31,285 : INFO : EPOCH 8 - PROGRESS: at 76.59% examples, 224350 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:32,304 : INFO : EPOCH 8 - PROGRESS: at 76.72% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:33,369 : INFO : EPOCH 8 - PROGRESS: at 76.84% examples, 224345 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:34,419 : INFO : EPOCH 8 - PROGRESS: at 76.96% examples, 224347 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:35,490 : INFO : EPOCH 8 - PROGRESS: at 77.10% examples, 224350 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:36,518 : INFO : EPOCH 8 - PROGRESS: at 77.23% examples, 224356 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:37,564 : INFO : EPOCH 8 - PROGRESS: at 77.34% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:38,589 : INFO : EPOCH 8 - PROGRESS: at 77.46% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:39,627 : INFO : EPOCH 8 - PROGRESS: at 77.57% examples, 224348 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:40,736 : INFO : EPOCH 8 - PROGRESS: at 77.72% examples, 224343 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:41,740 : INFO : EPOCH 8 - PROGRESS: at 77.84% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:42,765 : INFO : EPOCH 8 - PROGRESS: at 77.96% examples, 224357 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:43,777 : INFO : EPOCH 8 - PROGRESS: at 78.09% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:44,803 : INFO : EPOCH 8 - PROGRESS: at 78.21% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:45,833 : INFO : EPOCH 8 - PROGRESS: at 78.32% examples, 224349 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:46,840 : INFO : EPOCH 8 - PROGRESS: at 78.45% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:47,879 : INFO : EPOCH 8 - PROGRESS: at 78.57% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:48,942 : INFO : EPOCH 8 - PROGRESS: at 78.69% examples, 224347 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:49,950 : INFO : EPOCH 8 - PROGRESS: at 78.82% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:50,985 : INFO : EPOCH 8 - PROGRESS: at 78.95% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:52,010 : INFO : EPOCH 8 - PROGRESS: at 79.07% examples, 224356 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:53,026 : INFO : EPOCH 8 - PROGRESS: at 79.20% examples, 224354 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:54,071 : INFO : EPOCH 8 - PROGRESS: at 79.32% examples, 224354 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:55,101 : INFO : EPOCH 8 - PROGRESS: at 79.46% examples, 224357 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:56,123 : INFO : EPOCH 8 - PROGRESS: at 79.59% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:57,166 : INFO : EPOCH 8 - PROGRESS: at 79.72% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:11:58,193 : INFO : EPOCH 8 - PROGRESS: at 79.82% examples, 224352 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:11:59,219 : INFO : EPOCH 8 - PROGRESS: at 79.94% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:00,265 : INFO : EPOCH 8 - PROGRESS: at 80.07% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:01,317 : INFO : EPOCH 8 - PROGRESS: at 80.20% examples, 224357 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:02,347 : INFO : EPOCH 8 - PROGRESS: at 80.33% examples, 224350 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:03,362 : INFO : EPOCH 8 - PROGRESS: at 80.44% examples, 224356 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:04,376 : INFO : EPOCH 8 - PROGRESS: at 80.56% examples, 224348 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:12:05,420 : INFO : EPOCH 8 - PROGRESS: at 80.67% examples, 224359 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:06,494 : INFO : EPOCH 8 - PROGRESS: at 80.79% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:07,508 : INFO : EPOCH 8 - PROGRESS: at 80.91% examples, 224360 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:08,554 : INFO : EPOCH 8 - PROGRESS: at 81.04% examples, 224365 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:09,588 : INFO : EPOCH 8 - PROGRESS: at 81.15% examples, 224357 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:10,594 : INFO : EPOCH 8 - PROGRESS: at 81.27% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:11,600 : INFO : EPOCH 8 - PROGRESS: at 81.40% examples, 224369 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:12,642 : INFO : EPOCH 8 - PROGRESS: at 81.50% examples, 224357 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:13,652 : INFO : EPOCH 8 - PROGRESS: at 81.61% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:14,675 : INFO : EPOCH 8 - PROGRESS: at 81.74% examples, 224368 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:15,693 : INFO : EPOCH 8 - PROGRESS: at 81.84% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:16,706 : INFO : EPOCH 8 - PROGRESS: at 81.97% examples, 224372 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:17,724 : INFO : EPOCH 8 - PROGRESS: at 82.09% examples, 224368 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:18,749 : INFO : EPOCH 8 - PROGRESS: at 82.23% examples, 224370 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:19,767 : INFO : EPOCH 8 - PROGRESS: at 82.35% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:20,787 : INFO : EPOCH 8 - PROGRESS: at 82.48% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:21,798 : INFO : EPOCH 8 - PROGRESS: at 82.61% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:22,840 : INFO : EPOCH 8 - PROGRESS: at 82.72% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:23,912 : INFO : EPOCH 8 - PROGRESS: at 82.85% examples, 224367 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:24,974 : INFO : EPOCH 8 - PROGRESS: at 82.97% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:25,975 : INFO : EPOCH 8 - PROGRESS: at 83.07% examples, 224381 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:26,976 : INFO : EPOCH 8 - PROGRESS: at 83.19% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:28,018 : INFO : EPOCH 8 - PROGRESS: at 83.34% examples, 224374 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:29,034 : INFO : EPOCH 8 - PROGRESS: at 83.46% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:30,065 : INFO : EPOCH 8 - PROGRESS: at 83.58% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:31,098 : INFO : EPOCH 8 - PROGRESS: at 83.71% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:32,163 : INFO : EPOCH 8 - PROGRESS: at 83.84% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:33,200 : INFO : EPOCH 8 - PROGRESS: at 83.98% examples, 224378 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:34,223 : INFO : EPOCH 8 - PROGRESS: at 84.11% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:35,232 : INFO : EPOCH 8 - PROGRESS: at 84.24% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:36,315 : INFO : EPOCH 8 - PROGRESS: at 84.37% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:37,366 : INFO : EPOCH 8 - PROGRESS: at 84.48% examples, 224374 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:12:38,403 : INFO : EPOCH 8 - PROGRESS: at 84.61% examples, 224380 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:39,404 : INFO : EPOCH 8 - PROGRESS: at 84.72% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:40,424 : INFO : EPOCH 8 - PROGRESS: at 84.83% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:41,458 : INFO : EPOCH 8 - PROGRESS: at 84.94% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:42,499 : INFO : EPOCH 8 - PROGRESS: at 85.06% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:43,508 : INFO : EPOCH 8 - PROGRESS: at 85.16% examples, 224390 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:44,531 : INFO : EPOCH 8 - PROGRESS: at 85.29% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:45,560 : INFO : EPOCH 8 - PROGRESS: at 85.41% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:46,573 : INFO : EPOCH 8 - PROGRESS: at 85.51% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:47,593 : INFO : EPOCH 8 - PROGRESS: at 85.63% examples, 224379 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:48,612 : INFO : EPOCH 8 - PROGRESS: at 85.75% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:49,647 : INFO : EPOCH 8 - PROGRESS: at 85.87% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:50,681 : INFO : EPOCH 8 - PROGRESS: at 86.00% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:51,702 : INFO : EPOCH 8 - PROGRESS: at 86.12% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:52,703 : INFO : EPOCH 8 - PROGRESS: at 86.24% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:53,704 : INFO : EPOCH 8 - PROGRESS: at 86.35% examples, 224380 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:54,716 : INFO : EPOCH 8 - PROGRESS: at 86.48% examples, 224379 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:55,759 : INFO : EPOCH 8 - PROGRESS: at 86.62% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:56,777 : INFO : EPOCH 8 - PROGRESS: at 86.75% examples, 224385 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:57,791 : INFO : EPOCH 8 - PROGRESS: at 86.87% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:58,845 : INFO : EPOCH 8 - PROGRESS: at 86.99% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:12:59,858 : INFO : EPOCH 8 - PROGRESS: at 87.12% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:00,882 : INFO : EPOCH 8 - PROGRESS: at 87.25% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:01,927 : INFO : EPOCH 8 - PROGRESS: at 87.38% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:02,965 : INFO : EPOCH 8 - PROGRESS: at 87.51% examples, 224385 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:03,972 : INFO : EPOCH 8 - PROGRESS: at 87.64% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:04,995 : INFO : EPOCH 8 - PROGRESS: at 87.77% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:06,067 : INFO : EPOCH 8 - PROGRESS: at 87.90% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:07,129 : INFO : EPOCH 8 - PROGRESS: at 88.00% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:08,129 : INFO : EPOCH 8 - PROGRESS: at 88.13% examples, 224398 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:09,171 : INFO : EPOCH 8 - PROGRESS: at 88.26% examples, 224393 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:10,178 : INFO : EPOCH 8 - PROGRESS: at 88.39% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:11,190 : INFO : EPOCH 8 - PROGRESS: at 88.52% examples, 224394 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:12,204 : INFO : EPOCH 8 - PROGRESS: at 88.64% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:13,240 : INFO : EPOCH 8 - PROGRESS: at 88.77% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:14,271 : INFO : EPOCH 8 - PROGRESS: at 88.90% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:15,351 : INFO : EPOCH 8 - PROGRESS: at 89.02% examples, 224396 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:16,362 : INFO : EPOCH 8 - PROGRESS: at 89.13% examples, 224398 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:17,363 : INFO : EPOCH 8 - PROGRESS: at 89.27% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:18,397 : INFO : EPOCH 8 - PROGRESS: at 89.41% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:19,414 : INFO : EPOCH 8 - PROGRESS: at 89.52% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:20,426 : INFO : EPOCH 8 - PROGRESS: at 89.64% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:21,449 : INFO : EPOCH 8 - PROGRESS: at 89.77% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:22,476 : INFO : EPOCH 8 - PROGRESS: at 89.89% examples, 224398 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:23,496 : INFO : EPOCH 8 - PROGRESS: at 90.02% examples, 224398 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:24,528 : INFO : EPOCH 8 - PROGRESS: at 90.13% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:25,531 : INFO : EPOCH 8 - PROGRESS: at 90.24% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:26,564 : INFO : EPOCH 8 - PROGRESS: at 90.36% examples, 224398 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:27,596 : INFO : EPOCH 8 - PROGRESS: at 90.49% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:28,596 : INFO : EPOCH 8 - PROGRESS: at 90.62% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:29,610 : INFO : EPOCH 8 - PROGRESS: at 90.75% examples, 224408 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:30,617 : INFO : EPOCH 8 - PROGRESS: at 90.84% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:31,677 : INFO : EPOCH 8 - PROGRESS: at 90.97% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:32,705 : INFO : EPOCH 8 - PROGRESS: at 91.08% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:33,711 : INFO : EPOCH 8 - PROGRESS: at 91.19% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:34,752 : INFO : EPOCH 8 - PROGRESS: at 91.33% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:35,757 : INFO : EPOCH 8 - PROGRESS: at 91.44% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:36,804 : INFO : EPOCH 8 - PROGRESS: at 91.58% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:37,806 : INFO : EPOCH 8 - PROGRESS: at 91.70% examples, 224398 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:38,834 : INFO : EPOCH 8 - PROGRESS: at 91.83% examples, 224406 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:39,837 : INFO : EPOCH 8 - PROGRESS: at 91.95% examples, 224414 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:40,863 : INFO : EPOCH 8 - PROGRESS: at 92.06% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:41,871 : INFO : EPOCH 8 - PROGRESS: at 92.18% examples, 224393 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:42,903 : INFO : EPOCH 8 - PROGRESS: at 92.30% examples, 224379 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:43,918 : INFO : EPOCH 8 - PROGRESS: at 92.43% examples, 224379 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:44,941 : INFO : EPOCH 8 - PROGRESS: at 92.55% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:45,949 : INFO : EPOCH 8 - PROGRESS: at 92.66% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:46,952 : INFO : EPOCH 8 - PROGRESS: at 92.77% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:47,997 : INFO : EPOCH 8 - PROGRESS: at 92.90% examples, 224291 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:49,003 : INFO : EPOCH 8 - PROGRESS: at 93.02% examples, 224288 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:50,046 : INFO : EPOCH 8 - PROGRESS: at 93.14% examples, 224285 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:51,080 : INFO : EPOCH 8 - PROGRESS: at 93.25% examples, 224290 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:52,113 : INFO : EPOCH 8 - PROGRESS: at 93.36% examples, 224296 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:53,154 : INFO : EPOCH 8 - PROGRESS: at 93.52% examples, 224290 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:54,182 : INFO : EPOCH 8 - PROGRESS: at 93.64% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:55,185 : INFO : EPOCH 8 - PROGRESS: at 93.76% examples, 224300 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:56,226 : INFO : EPOCH 8 - PROGRESS: at 93.87% examples, 224297 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:57,237 : INFO : EPOCH 8 - PROGRESS: at 93.98% examples, 224297 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:58,243 : INFO : EPOCH 8 - PROGRESS: at 94.12% examples, 224299 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:13:59,297 : INFO : EPOCH 8 - PROGRESS: at 94.22% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:00,356 : INFO : EPOCH 8 - PROGRESS: at 94.35% examples, 224290 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:01,394 : INFO : EPOCH 8 - PROGRESS: at 94.47% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:02,414 : INFO : EPOCH 8 - PROGRESS: at 94.58% examples, 224292 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:03,425 : INFO : EPOCH 8 - PROGRESS: at 94.69% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:04,471 : INFO : EPOCH 8 - PROGRESS: at 94.82% examples, 224288 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:05,474 : INFO : EPOCH 8 - PROGRESS: at 94.94% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:06,479 : INFO : EPOCH 8 - PROGRESS: at 95.06% examples, 224298 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:07,502 : INFO : EPOCH 8 - PROGRESS: at 95.19% examples, 224293 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:08,542 : INFO : EPOCH 8 - PROGRESS: at 95.31% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:09,553 : INFO : EPOCH 8 - PROGRESS: at 95.44% examples, 224295 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:10,615 : INFO : EPOCH 8 - PROGRESS: at 95.56% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:11,633 : INFO : EPOCH 8 - PROGRESS: at 95.67% examples, 224297 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:12,656 : INFO : EPOCH 8 - PROGRESS: at 95.80% examples, 224303 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:13,667 : INFO : EPOCH 8 - PROGRESS: at 95.92% examples, 224306 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:14,667 : INFO : EPOCH 8 - PROGRESS: at 96.03% examples, 224306 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:15,679 : INFO : EPOCH 8 - PROGRESS: at 96.14% examples, 224308 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:16,710 : INFO : EPOCH 8 - PROGRESS: at 96.25% examples, 224308 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:17,717 : INFO : EPOCH 8 - PROGRESS: at 96.37% examples, 224303 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:18,764 : INFO : EPOCH 8 - PROGRESS: at 96.49% examples, 224306 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:19,784 : INFO : EPOCH 8 - PROGRESS: at 96.63% examples, 224306 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:20,800 : INFO : EPOCH 8 - PROGRESS: at 96.77% examples, 224307 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:21,803 : INFO : EPOCH 8 - PROGRESS: at 96.91% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:22,833 : INFO : EPOCH 8 - PROGRESS: at 97.05% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:23,857 : INFO : EPOCH 8 - PROGRESS: at 97.18% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:24,878 : INFO : EPOCH 8 - PROGRESS: at 97.31% examples, 224313 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:25,880 : INFO : EPOCH 8 - PROGRESS: at 97.43% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:26,919 : INFO : EPOCH 8 - PROGRESS: at 97.55% examples, 224305 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:27,996 : INFO : EPOCH 8 - PROGRESS: at 97.68% examples, 224297 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:28,999 : INFO : EPOCH 8 - PROGRESS: at 97.81% examples, 224307 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:30,038 : INFO : EPOCH 8 - PROGRESS: at 97.93% examples, 224303 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:31,041 : INFO : EPOCH 8 - PROGRESS: at 98.06% examples, 224314 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:32,047 : INFO : EPOCH 8 - PROGRESS: at 98.20% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:33,048 : INFO : EPOCH 8 - PROGRESS: at 98.33% examples, 224299 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:34,097 : INFO : EPOCH 8 - PROGRESS: at 98.47% examples, 224305 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:35,114 : INFO : EPOCH 8 - PROGRESS: at 98.57% examples, 224309 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:36,123 : INFO : EPOCH 8 - PROGRESS: at 98.69% examples, 224304 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:37,143 : INFO : EPOCH 8 - PROGRESS: at 98.82% examples, 224308 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:38,147 : INFO : EPOCH 8 - PROGRESS: at 98.96% examples, 224321 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:39,199 : INFO : EPOCH 8 - PROGRESS: at 99.06% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:40,225 : INFO : EPOCH 8 - PROGRESS: at 99.19% examples, 224314 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:41,239 : INFO : EPOCH 8 - PROGRESS: at 99.31% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:42,241 : INFO : EPOCH 8 - PROGRESS: at 99.44% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:43,250 : INFO : EPOCH 8 - PROGRESS: at 99.55% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:44,269 : INFO : EPOCH 8 - PROGRESS: at 99.66% examples, 224318 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:45,345 : INFO : EPOCH 8 - PROGRESS: at 99.80% examples, 224308 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:46,346 : INFO : EPOCH 8 - PROGRESS: at 99.93% examples, 224310 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:46,846 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 15:14:46,866 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 15:14:46,876 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 15:14:46,888 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 15:14:46,889 : INFO : EPOCH - 8 : training on 246540407 raw words (186688431 effective words) took 832.2s, 224325 effective words/s
2020-07-16 15:14:47,915 : INFO : EPOCH 9 - PROGRESS: at 0.13% examples, 212142 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:48,938 : INFO : EPOCH 9 - PROGRESS: at 0.27% examples, 217338 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:49,943 : INFO : EPOCH 9 - PROGRESS: at 0.40% examples, 221971 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:50,997 : INFO : EPOCH 9 - PROGRESS: at 0.53% examples, 221528 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:52,013 : INFO : EPOCH 9 - PROGRESS: at 0.64% examples, 221953 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:53,018 : INFO : EPOCH 9 - PROGRESS: at 0.77% examples, 223008 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:54,020 : INFO : EPOCH 9 - PROGRESS: at 0.89% examples, 223527 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:55,046 : INFO : EPOCH 9 - PROGRESS: at 1.01% examples, 223701 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:56,075 : INFO : EPOCH 9 - PROGRESS: at 1.11% examples, 223227 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:57,077 : INFO : EPOCH 9 - PROGRESS: at 1.23% examples, 224039 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:58,106 : INFO : EPOCH 9 - PROGRESS: at 1.35% examples, 223802 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:14:59,126 : INFO : EPOCH 9 - PROGRESS: at 1.47% examples, 223528 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:00,128 : INFO : EPOCH 9 - PROGRESS: at 1.61% examples, 223787 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:01,168 : INFO : EPOCH 9 - PROGRESS: at 1.73% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:02,184 : INFO : EPOCH 9 - PROGRESS: at 1.86% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:03,189 : INFO : EPOCH 9 - PROGRESS: at 1.99% examples, 223715 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:04,191 : INFO : EPOCH 9 - PROGRESS: at 2.10% examples, 224246 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:05,285 : INFO : EPOCH 9 - PROGRESS: at 2.22% examples, 223633 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:06,299 : INFO : EPOCH 9 - PROGRESS: at 2.34% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:07,305 : INFO : EPOCH 9 - PROGRESS: at 2.46% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:08,329 : INFO : EPOCH 9 - PROGRESS: at 2.57% examples, 223943 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:09,344 : INFO : EPOCH 9 - PROGRESS: at 2.70% examples, 224178 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:10,362 : INFO : EPOCH 9 - PROGRESS: at 2.83% examples, 224515 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:11,434 : INFO : EPOCH 9 - PROGRESS: at 2.95% examples, 224024 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:12,446 : INFO : EPOCH 9 - PROGRESS: at 3.08% examples, 224249 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:13,487 : INFO : EPOCH 9 - PROGRESS: at 3.19% examples, 224300 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:14,563 : INFO : EPOCH 9 - PROGRESS: at 3.31% examples, 224146 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:15,648 : INFO : EPOCH 9 - PROGRESS: at 3.44% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:16,663 : INFO : EPOCH 9 - PROGRESS: at 3.57% examples, 224440 words/s, in_qsize 8, out_qsize 1
2020-07-16 15:15:17,670 : INFO : EPOCH 9 - PROGRESS: at 3.70% examples, 224438 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:18,679 : INFO : EPOCH 9 - PROGRESS: at 3.83% examples, 224427 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:19,689 : INFO : EPOCH 9 - PROGRESS: at 3.95% examples, 224559 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:20,696 : INFO : EPOCH 9 - PROGRESS: at 4.05% examples, 224360 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:21,711 : INFO : EPOCH 9 - PROGRESS: at 4.17% examples, 224553 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:22,731 : INFO : EPOCH 9 - PROGRESS: at 4.29% examples, 224557 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:23,778 : INFO : EPOCH 9 - PROGRESS: at 4.41% examples, 224421 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:24,792 : INFO : EPOCH 9 - PROGRESS: at 4.53% examples, 224320 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:25,863 : INFO : EPOCH 9 - PROGRESS: at 4.67% examples, 224274 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:26,875 : INFO : EPOCH 9 - PROGRESS: at 4.78% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:27,908 : INFO : EPOCH 9 - PROGRESS: at 4.91% examples, 224324 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:28,912 : INFO : EPOCH 9 - PROGRESS: at 5.03% examples, 224475 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:29,913 : INFO : EPOCH 9 - PROGRESS: at 5.15% examples, 224482 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:15:30,925 : INFO : EPOCH 9 - PROGRESS: at 5.26% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:31,944 : INFO : EPOCH 9 - PROGRESS: at 5.36% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:32,955 : INFO : EPOCH 9 - PROGRESS: at 5.50% examples, 224430 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:33,960 : INFO : EPOCH 9 - PROGRESS: at 5.62% examples, 224453 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:34,981 : INFO : EPOCH 9 - PROGRESS: at 5.76% examples, 224419 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:36,015 : INFO : EPOCH 9 - PROGRESS: at 5.89% examples, 224520 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:37,016 : INFO : EPOCH 9 - PROGRESS: at 6.00% examples, 224357 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:38,108 : INFO : EPOCH 9 - PROGRESS: at 6.13% examples, 224323 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:39,124 : INFO : EPOCH 9 - PROGRESS: at 6.26% examples, 224422 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:40,163 : INFO : EPOCH 9 - PROGRESS: at 6.39% examples, 224508 words/s, in_qsize 8, out_qsize 1
2020-07-16 15:15:41,195 : INFO : EPOCH 9 - PROGRESS: at 6.49% examples, 224451 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:42,209 : INFO : EPOCH 9 - PROGRESS: at 6.61% examples, 224529 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:43,227 : INFO : EPOCH 9 - PROGRESS: at 6.73% examples, 224543 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:44,263 : INFO : EPOCH 9 - PROGRESS: at 6.85% examples, 224582 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:45,329 : INFO : EPOCH 9 - PROGRESS: at 6.97% examples, 224506 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:46,329 : INFO : EPOCH 9 - PROGRESS: at 7.10% examples, 224475 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:47,348 : INFO : EPOCH 9 - PROGRESS: at 7.24% examples, 224536 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:48,353 : INFO : EPOCH 9 - PROGRESS: at 7.37% examples, 224602 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:49,409 : INFO : EPOCH 9 - PROGRESS: at 7.49% examples, 224477 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:50,417 : INFO : EPOCH 9 - PROGRESS: at 7.62% examples, 224454 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:51,484 : INFO : EPOCH 9 - PROGRESS: at 7.74% examples, 224470 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:52,524 : INFO : EPOCH 9 - PROGRESS: at 7.87% examples, 224553 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:53,536 : INFO : EPOCH 9 - PROGRESS: at 7.98% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:54,605 : INFO : EPOCH 9 - PROGRESS: at 8.10% examples, 224419 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:55,606 : INFO : EPOCH 9 - PROGRESS: at 8.22% examples, 224536 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:56,646 : INFO : EPOCH 9 - PROGRESS: at 8.34% examples, 224498 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:57,659 : INFO : EPOCH 9 - PROGRESS: at 8.45% examples, 224589 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:58,716 : INFO : EPOCH 9 - PROGRESS: at 8.60% examples, 224477 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:15:59,738 : INFO : EPOCH 9 - PROGRESS: at 8.72% examples, 224428 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:00,752 : INFO : EPOCH 9 - PROGRESS: at 8.85% examples, 224435 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:01,768 : INFO : EPOCH 9 - PROGRESS: at 8.95% examples, 224511 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:02,777 : INFO : EPOCH 9 - PROGRESS: at 9.07% examples, 224466 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:03,787 : INFO : EPOCH 9 - PROGRESS: at 9.20% examples, 224516 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:04,828 : INFO : EPOCH 9 - PROGRESS: at 9.34% examples, 224480 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:05,854 : INFO : EPOCH 9 - PROGRESS: at 9.46% examples, 224449 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:06,880 : INFO : EPOCH 9 - PROGRESS: at 9.57% examples, 224491 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:07,940 : INFO : EPOCH 9 - PROGRESS: at 9.69% examples, 224461 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:08,954 : INFO : EPOCH 9 - PROGRESS: at 9.81% examples, 224526 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:09,974 : INFO : EPOCH 9 - PROGRESS: at 9.94% examples, 224566 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:11,006 : INFO : EPOCH 9 - PROGRESS: at 10.07% examples, 224568 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:12,045 : INFO : EPOCH 9 - PROGRESS: at 10.20% examples, 224543 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:13,078 : INFO : EPOCH 9 - PROGRESS: at 10.33% examples, 224491 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:14,116 : INFO : EPOCH 9 - PROGRESS: at 10.46% examples, 224540 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:15,178 : INFO : EPOCH 9 - PROGRESS: at 10.58% examples, 224586 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:16,194 : INFO : EPOCH 9 - PROGRESS: at 10.72% examples, 224561 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:17,270 : INFO : EPOCH 9 - PROGRESS: at 10.83% examples, 224559 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:18,301 : INFO : EPOCH 9 - PROGRESS: at 10.95% examples, 224586 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:19,358 : INFO : EPOCH 9 - PROGRESS: at 11.09% examples, 224592 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:20,383 : INFO : EPOCH 9 - PROGRESS: at 11.21% examples, 224656 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:21,400 : INFO : EPOCH 9 - PROGRESS: at 11.33% examples, 224568 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:22,416 : INFO : EPOCH 9 - PROGRESS: at 11.46% examples, 224650 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:23,422 : INFO : EPOCH 9 - PROGRESS: at 11.56% examples, 224656 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:24,442 : INFO : EPOCH 9 - PROGRESS: at 11.67% examples, 224606 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:25,464 : INFO : EPOCH 9 - PROGRESS: at 11.81% examples, 224663 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:26,544 : INFO : EPOCH 9 - PROGRESS: at 11.96% examples, 224608 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:27,561 : INFO : EPOCH 9 - PROGRESS: at 12.08% examples, 224653 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:28,579 : INFO : EPOCH 9 - PROGRESS: at 12.22% examples, 224713 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:29,610 : INFO : EPOCH 9 - PROGRESS: at 12.34% examples, 224634 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:30,704 : INFO : EPOCH 9 - PROGRESS: at 12.46% examples, 224581 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:31,713 : INFO : EPOCH 9 - PROGRESS: at 12.58% examples, 224733 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:32,714 : INFO : EPOCH 9 - PROGRESS: at 12.70% examples, 224716 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:33,721 : INFO : EPOCH 9 - PROGRESS: at 12.84% examples, 224713 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:34,791 : INFO : EPOCH 9 - PROGRESS: at 12.98% examples, 224642 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:35,806 : INFO : EPOCH 9 - PROGRESS: at 13.11% examples, 224706 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:36,846 : INFO : EPOCH 9 - PROGRESS: at 13.24% examples, 224634 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:37,874 : INFO : EPOCH 9 - PROGRESS: at 13.38% examples, 224692 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:38,898 : INFO : EPOCH 9 - PROGRESS: at 13.50% examples, 224651 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:39,930 : INFO : EPOCH 9 - PROGRESS: at 13.63% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:40,941 : INFO : EPOCH 9 - PROGRESS: at 13.74% examples, 224671 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:41,967 : INFO : EPOCH 9 - PROGRESS: at 13.86% examples, 224639 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:42,995 : INFO : EPOCH 9 - PROGRESS: at 13.98% examples, 224672 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:43,998 : INFO : EPOCH 9 - PROGRESS: at 14.12% examples, 224733 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:45,009 : INFO : EPOCH 9 - PROGRESS: at 14.25% examples, 224671 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:46,078 : INFO : EPOCH 9 - PROGRESS: at 14.38% examples, 224662 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:47,148 : INFO : EPOCH 9 - PROGRESS: at 14.50% examples, 224637 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:48,167 : INFO : EPOCH 9 - PROGRESS: at 14.64% examples, 224676 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:49,211 : INFO : EPOCH 9 - PROGRESS: at 14.78% examples, 224654 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:50,244 : INFO : EPOCH 9 - PROGRESS: at 14.91% examples, 224665 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:51,269 : INFO : EPOCH 9 - PROGRESS: at 15.02% examples, 224693 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:52,270 : INFO : EPOCH 9 - PROGRESS: at 15.15% examples, 224681 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:53,284 : INFO : EPOCH 9 - PROGRESS: at 15.28% examples, 224751 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:54,301 : INFO : EPOCH 9 - PROGRESS: at 15.41% examples, 224710 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:55,326 : INFO : EPOCH 9 - PROGRESS: at 15.53% examples, 224744 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:56,327 : INFO : EPOCH 9 - PROGRESS: at 15.65% examples, 224719 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:57,375 : INFO : EPOCH 9 - PROGRESS: at 15.78% examples, 224642 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:58,401 : INFO : EPOCH 9 - PROGRESS: at 15.91% examples, 224692 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:16:59,417 : INFO : EPOCH 9 - PROGRESS: at 16.04% examples, 224680 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:00,459 : INFO : EPOCH 9 - PROGRESS: at 16.17% examples, 224652 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:01,473 : INFO : EPOCH 9 - PROGRESS: at 16.30% examples, 224718 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:02,512 : INFO : EPOCH 9 - PROGRESS: at 16.43% examples, 224706 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:03,558 : INFO : EPOCH 9 - PROGRESS: at 16.55% examples, 224687 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:04,578 : INFO : EPOCH 9 - PROGRESS: at 16.67% examples, 224713 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:05,609 : INFO : EPOCH 9 - PROGRESS: at 16.80% examples, 224769 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:06,643 : INFO : EPOCH 9 - PROGRESS: at 16.93% examples, 224691 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:07,677 : INFO : EPOCH 9 - PROGRESS: at 17.06% examples, 224753 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:08,685 : INFO : EPOCH 9 - PROGRESS: at 17.16% examples, 224721 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:09,708 : INFO : EPOCH 9 - PROGRESS: at 17.27% examples, 224732 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:10,715 : INFO : EPOCH 9 - PROGRESS: at 17.39% examples, 224732 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:11,757 : INFO : EPOCH 9 - PROGRESS: at 17.52% examples, 224700 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:12,772 : INFO : EPOCH 9 - PROGRESS: at 17.62% examples, 224708 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:13,818 : INFO : EPOCH 9 - PROGRESS: at 17.77% examples, 224713 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:14,833 : INFO : EPOCH 9 - PROGRESS: at 17.88% examples, 224751 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:15,853 : INFO : EPOCH 9 - PROGRESS: at 18.02% examples, 224791 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:16,886 : INFO : EPOCH 9 - PROGRESS: at 18.14% examples, 224737 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:17,958 : INFO : EPOCH 9 - PROGRESS: at 18.27% examples, 224706 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:18,962 : INFO : EPOCH 9 - PROGRESS: at 18.39% examples, 224790 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:19,973 : INFO : EPOCH 9 - PROGRESS: at 18.50% examples, 224725 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:20,978 : INFO : EPOCH 9 - PROGRESS: at 18.62% examples, 224731 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:21,989 : INFO : EPOCH 9 - PROGRESS: at 18.73% examples, 224750 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:23,024 : INFO : EPOCH 9 - PROGRESS: at 18.86% examples, 224724 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:24,057 : INFO : EPOCH 9 - PROGRESS: at 18.97% examples, 224754 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:25,064 : INFO : EPOCH 9 - PROGRESS: at 19.09% examples, 224759 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:26,090 : INFO : EPOCH 9 - PROGRESS: at 19.22% examples, 224757 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:27,137 : INFO : EPOCH 9 - PROGRESS: at 19.34% examples, 224737 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:28,177 : INFO : EPOCH 9 - PROGRESS: at 19.46% examples, 224700 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:29,185 : INFO : EPOCH 9 - PROGRESS: at 19.59% examples, 224747 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:30,197 : INFO : EPOCH 9 - PROGRESS: at 19.72% examples, 224754 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:31,205 : INFO : EPOCH 9 - PROGRESS: at 19.83% examples, 224754 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:32,240 : INFO : EPOCH 9 - PROGRESS: at 19.97% examples, 224741 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:33,249 : INFO : EPOCH 9 - PROGRESS: at 20.09% examples, 224747 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:34,258 : INFO : EPOCH 9 - PROGRESS: at 20.21% examples, 224761 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:35,287 : INFO : EPOCH 9 - PROGRESS: at 20.33% examples, 224753 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:36,300 : INFO : EPOCH 9 - PROGRESS: at 20.45% examples, 224778 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:37,326 : INFO : EPOCH 9 - PROGRESS: at 20.58% examples, 224761 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:38,355 : INFO : EPOCH 9 - PROGRESS: at 20.71% examples, 224778 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:39,462 : INFO : EPOCH 9 - PROGRESS: at 20.84% examples, 224721 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:40,533 : INFO : EPOCH 9 - PROGRESS: at 20.98% examples, 224765 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:41,548 : INFO : EPOCH 9 - PROGRESS: at 21.11% examples, 224800 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:42,550 : INFO : EPOCH 9 - PROGRESS: at 21.22% examples, 224742 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:43,555 : INFO : EPOCH 9 - PROGRESS: at 21.34% examples, 224770 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:44,589 : INFO : EPOCH 9 - PROGRESS: at 21.46% examples, 224784 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:45,664 : INFO : EPOCH 9 - PROGRESS: at 21.61% examples, 224714 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:46,671 : INFO : EPOCH 9 - PROGRESS: at 21.71% examples, 224794 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:47,671 : INFO : EPOCH 9 - PROGRESS: at 21.84% examples, 224818 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:48,685 : INFO : EPOCH 9 - PROGRESS: at 21.98% examples, 224786 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:49,697 : INFO : EPOCH 9 - PROGRESS: at 22.10% examples, 224781 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:50,748 : INFO : EPOCH 9 - PROGRESS: at 22.23% examples, 224775 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:51,750 : INFO : EPOCH 9 - PROGRESS: at 22.35% examples, 224799 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:52,829 : INFO : EPOCH 9 - PROGRESS: at 22.46% examples, 224740 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:53,834 : INFO : EPOCH 9 - PROGRESS: at 22.57% examples, 224803 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:54,862 : INFO : EPOCH 9 - PROGRESS: at 22.69% examples, 224812 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:55,936 : INFO : EPOCH 9 - PROGRESS: at 22.83% examples, 224771 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:56,940 : INFO : EPOCH 9 - PROGRESS: at 22.96% examples, 224846 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:57,946 : INFO : EPOCH 9 - PROGRESS: at 23.08% examples, 224801 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:17:58,949 : INFO : EPOCH 9 - PROGRESS: at 23.19% examples, 224783 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:00,005 : INFO : EPOCH 9 - PROGRESS: at 23.32% examples, 224785 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:01,056 : INFO : EPOCH 9 - PROGRESS: at 23.45% examples, 224765 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:02,104 : INFO : EPOCH 9 - PROGRESS: at 23.56% examples, 224789 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:03,111 : INFO : EPOCH 9 - PROGRESS: at 23.70% examples, 224805 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:04,146 : INFO : EPOCH 9 - PROGRESS: at 23.83% examples, 224786 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:05,196 : INFO : EPOCH 9 - PROGRESS: at 23.97% examples, 224792 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:06,209 : INFO : EPOCH 9 - PROGRESS: at 24.10% examples, 224802 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:07,235 : INFO : EPOCH 9 - PROGRESS: at 24.21% examples, 224810 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:08,253 : INFO : EPOCH 9 - PROGRESS: at 24.33% examples, 224804 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:09,293 : INFO : EPOCH 9 - PROGRESS: at 24.46% examples, 224806 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:10,323 : INFO : EPOCH 9 - PROGRESS: at 24.57% examples, 224822 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:11,369 : INFO : EPOCH 9 - PROGRESS: at 24.69% examples, 224751 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:12,377 : INFO : EPOCH 9 - PROGRESS: at 24.81% examples, 224777 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:13,451 : INFO : EPOCH 9 - PROGRESS: at 24.93% examples, 224720 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:14,495 : INFO : EPOCH 9 - PROGRESS: at 25.03% examples, 224671 words/s, in_qsize 8, out_qsize 1
2020-07-16 15:18:15,516 : INFO : EPOCH 9 - PROGRESS: at 25.13% examples, 224562 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:16,532 : INFO : EPOCH 9 - PROGRESS: at 25.25% examples, 224398 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:17,572 : INFO : EPOCH 9 - PROGRESS: at 25.38% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:18,591 : INFO : EPOCH 9 - PROGRESS: at 25.50% examples, 224423 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:19,595 : INFO : EPOCH 9 - PROGRESS: at 25.61% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:20,613 : INFO : EPOCH 9 - PROGRESS: at 25.72% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:21,629 : INFO : EPOCH 9 - PROGRESS: at 25.84% examples, 224414 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:22,632 : INFO : EPOCH 9 - PROGRESS: at 25.96% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:23,669 : INFO : EPOCH 9 - PROGRESS: at 26.09% examples, 224432 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:24,729 : INFO : EPOCH 9 - PROGRESS: at 26.22% examples, 224431 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:25,757 : INFO : EPOCH 9 - PROGRESS: at 26.35% examples, 224426 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:26,771 : INFO : EPOCH 9 - PROGRESS: at 26.48% examples, 224420 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:27,781 : INFO : EPOCH 9 - PROGRESS: at 26.63% examples, 224457 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:28,805 : INFO : EPOCH 9 - PROGRESS: at 26.74% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:29,827 : INFO : EPOCH 9 - PROGRESS: at 26.89% examples, 224453 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:30,831 : INFO : EPOCH 9 - PROGRESS: at 27.02% examples, 224436 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:31,872 : INFO : EPOCH 9 - PROGRESS: at 27.13% examples, 224463 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:32,938 : INFO : EPOCH 9 - PROGRESS: at 27.26% examples, 224449 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:33,974 : INFO : EPOCH 9 - PROGRESS: at 27.38% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:35,015 : INFO : EPOCH 9 - PROGRESS: at 27.51% examples, 224454 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:36,016 : INFO : EPOCH 9 - PROGRESS: at 27.65% examples, 224504 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:37,021 : INFO : EPOCH 9 - PROGRESS: at 27.78% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:38,038 : INFO : EPOCH 9 - PROGRESS: at 27.90% examples, 224482 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:39,053 : INFO : EPOCH 9 - PROGRESS: at 28.04% examples, 224462 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:40,056 : INFO : EPOCH 9 - PROGRESS: at 28.17% examples, 224507 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:41,067 : INFO : EPOCH 9 - PROGRESS: at 28.29% examples, 224513 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:42,080 : INFO : EPOCH 9 - PROGRESS: at 28.40% examples, 224502 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:18:43,118 : INFO : EPOCH 9 - PROGRESS: at 28.54% examples, 224495 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:44,177 : INFO : EPOCH 9 - PROGRESS: at 28.66% examples, 224460 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:45,187 : INFO : EPOCH 9 - PROGRESS: at 28.80% examples, 224461 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:46,246 : INFO : EPOCH 9 - PROGRESS: at 28.94% examples, 224469 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:47,266 : INFO : EPOCH 9 - PROGRESS: at 29.07% examples, 224494 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:48,338 : INFO : EPOCH 9 - PROGRESS: at 29.20% examples, 224455 words/s, in_qsize 7, out_qsize 2
2020-07-16 15:18:49,350 : INFO : EPOCH 9 - PROGRESS: at 29.31% examples, 224491 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:50,356 : INFO : EPOCH 9 - PROGRESS: at 29.44% examples, 224476 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:51,363 : INFO : EPOCH 9 - PROGRESS: at 29.56% examples, 224495 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:52,411 : INFO : EPOCH 9 - PROGRESS: at 29.68% examples, 224485 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:53,507 : INFO : EPOCH 9 - PROGRESS: at 29.78% examples, 224457 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:54,525 : INFO : EPOCH 9 - PROGRESS: at 29.90% examples, 224480 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:55,593 : INFO : EPOCH 9 - PROGRESS: at 30.00% examples, 224478 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:56,672 : INFO : EPOCH 9 - PROGRESS: at 30.13% examples, 224471 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:57,743 : INFO : EPOCH 9 - PROGRESS: at 30.27% examples, 224476 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:58,774 : INFO : EPOCH 9 - PROGRESS: at 30.39% examples, 224504 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:18:59,785 : INFO : EPOCH 9 - PROGRESS: at 30.49% examples, 224493 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:00,802 : INFO : EPOCH 9 - PROGRESS: at 30.62% examples, 224505 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:01,814 : INFO : EPOCH 9 - PROGRESS: at 30.75% examples, 224497 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:02,816 : INFO : EPOCH 9 - PROGRESS: at 30.86% examples, 224508 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:03,826 : INFO : EPOCH 9 - PROGRESS: at 30.99% examples, 224496 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:04,831 : INFO : EPOCH 9 - PROGRESS: at 31.12% examples, 224511 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:05,887 : INFO : EPOCH 9 - PROGRESS: at 31.24% examples, 224506 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:06,901 : INFO : EPOCH 9 - PROGRESS: at 31.34% examples, 224489 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:07,907 : INFO : EPOCH 9 - PROGRESS: at 31.48% examples, 224500 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:08,932 : INFO : EPOCH 9 - PROGRESS: at 31.62% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:09,955 : INFO : EPOCH 9 - PROGRESS: at 31.74% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:10,975 : INFO : EPOCH 9 - PROGRESS: at 31.86% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:11,979 : INFO : EPOCH 9 - PROGRESS: at 31.95% examples, 224511 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:12,982 : INFO : EPOCH 9 - PROGRESS: at 32.06% examples, 224553 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:14,026 : INFO : EPOCH 9 - PROGRESS: at 32.17% examples, 224511 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:15,095 : INFO : EPOCH 9 - PROGRESS: at 32.30% examples, 224497 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:16,161 : INFO : EPOCH 9 - PROGRESS: at 32.42% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:17,199 : INFO : EPOCH 9 - PROGRESS: at 32.54% examples, 224532 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:18,221 : INFO : EPOCH 9 - PROGRESS: at 32.64% examples, 224526 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:19,224 : INFO : EPOCH 9 - PROGRESS: at 32.77% examples, 224535 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:20,325 : INFO : EPOCH 9 - PROGRESS: at 32.91% examples, 224515 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:21,329 : INFO : EPOCH 9 - PROGRESS: at 33.05% examples, 224555 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:22,342 : INFO : EPOCH 9 - PROGRESS: at 33.18% examples, 224541 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:23,379 : INFO : EPOCH 9 - PROGRESS: at 33.31% examples, 224536 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:24,386 : INFO : EPOCH 9 - PROGRESS: at 33.42% examples, 224542 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:25,402 : INFO : EPOCH 9 - PROGRESS: at 33.54% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:26,431 : INFO : EPOCH 9 - PROGRESS: at 33.67% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:27,531 : INFO : EPOCH 9 - PROGRESS: at 33.79% examples, 224522 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:28,584 : INFO : EPOCH 9 - PROGRESS: at 33.93% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:29,653 : INFO : EPOCH 9 - PROGRESS: at 34.06% examples, 224550 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:30,667 : INFO : EPOCH 9 - PROGRESS: at 34.18% examples, 224582 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:31,735 : INFO : EPOCH 9 - PROGRESS: at 34.29% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:32,745 : INFO : EPOCH 9 - PROGRESS: at 34.42% examples, 224579 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:33,751 : INFO : EPOCH 9 - PROGRESS: at 34.54% examples, 224582 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:34,790 : INFO : EPOCH 9 - PROGRESS: at 34.66% examples, 224563 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:35,820 : INFO : EPOCH 9 - PROGRESS: at 34.79% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:36,844 : INFO : EPOCH 9 - PROGRESS: at 34.93% examples, 224531 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:37,856 : INFO : EPOCH 9 - PROGRESS: at 35.05% examples, 224583 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:38,908 : INFO : EPOCH 9 - PROGRESS: at 35.17% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:39,984 : INFO : EPOCH 9 - PROGRESS: at 35.30% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:41,014 : INFO : EPOCH 9 - PROGRESS: at 35.43% examples, 224558 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:42,053 : INFO : EPOCH 9 - PROGRESS: at 35.56% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:43,121 : INFO : EPOCH 9 - PROGRESS: at 35.67% examples, 224556 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:44,121 : INFO : EPOCH 9 - PROGRESS: at 35.79% examples, 224557 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:45,131 : INFO : EPOCH 9 - PROGRESS: at 35.90% examples, 224571 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:46,154 : INFO : EPOCH 9 - PROGRESS: at 36.02% examples, 224592 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:47,178 : INFO : EPOCH 9 - PROGRESS: at 36.15% examples, 224587 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:48,229 : INFO : EPOCH 9 - PROGRESS: at 36.27% examples, 224553 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:49,261 : INFO : EPOCH 9 - PROGRESS: at 36.39% examples, 224561 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:50,284 : INFO : EPOCH 9 - PROGRESS: at 36.50% examples, 224588 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:51,286 : INFO : EPOCH 9 - PROGRESS: at 36.61% examples, 224593 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:52,327 : INFO : EPOCH 9 - PROGRESS: at 36.73% examples, 224568 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:53,343 : INFO : EPOCH 9 - PROGRESS: at 36.85% examples, 224585 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:54,370 : INFO : EPOCH 9 - PROGRESS: at 36.97% examples, 224587 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:55,378 : INFO : EPOCH 9 - PROGRESS: at 37.08% examples, 224577 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:56,383 : INFO : EPOCH 9 - PROGRESS: at 37.21% examples, 224578 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:57,397 : INFO : EPOCH 9 - PROGRESS: at 37.34% examples, 224606 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:58,416 : INFO : EPOCH 9 - PROGRESS: at 37.47% examples, 224592 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:19:59,453 : INFO : EPOCH 9 - PROGRESS: at 37.60% examples, 224597 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:00,466 : INFO : EPOCH 9 - PROGRESS: at 37.72% examples, 224610 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:01,500 : INFO : EPOCH 9 - PROGRESS: at 37.85% examples, 224565 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:02,506 : INFO : EPOCH 9 - PROGRESS: at 37.97% examples, 224601 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:03,507 : INFO : EPOCH 9 - PROGRESS: at 38.09% examples, 224588 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:04,578 : INFO : EPOCH 9 - PROGRESS: at 38.21% examples, 224579 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:05,591 : INFO : EPOCH 9 - PROGRESS: at 38.33% examples, 224605 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:06,616 : INFO : EPOCH 9 - PROGRESS: at 38.44% examples, 224596 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:07,617 : INFO : EPOCH 9 - PROGRESS: at 38.56% examples, 224614 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:08,637 : INFO : EPOCH 9 - PROGRESS: at 38.68% examples, 224609 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:09,664 : INFO : EPOCH 9 - PROGRESS: at 38.79% examples, 224605 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:10,729 : INFO : EPOCH 9 - PROGRESS: at 38.92% examples, 224605 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:11,733 : INFO : EPOCH 9 - PROGRESS: at 39.06% examples, 224592 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:12,786 : INFO : EPOCH 9 - PROGRESS: at 39.19% examples, 224610 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:13,795 : INFO : EPOCH 9 - PROGRESS: at 39.30% examples, 224608 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:14,801 : INFO : EPOCH 9 - PROGRESS: at 39.42% examples, 224630 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:15,832 : INFO : EPOCH 9 - PROGRESS: at 39.54% examples, 224612 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:16,846 : INFO : EPOCH 9 - PROGRESS: at 39.68% examples, 224642 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:17,869 : INFO : EPOCH 9 - PROGRESS: at 39.80% examples, 224637 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:18,905 : INFO : EPOCH 9 - PROGRESS: at 39.92% examples, 224617 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:19,944 : INFO : EPOCH 9 - PROGRESS: at 40.04% examples, 224619 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:20,951 : INFO : EPOCH 9 - PROGRESS: at 40.16% examples, 224642 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:21,970 : INFO : EPOCH 9 - PROGRESS: at 40.27% examples, 224638 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:23,001 : INFO : EPOCH 9 - PROGRESS: at 40.40% examples, 224641 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:24,026 : INFO : EPOCH 9 - PROGRESS: at 40.51% examples, 224611 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:25,030 : INFO : EPOCH 9 - PROGRESS: at 40.64% examples, 224626 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:26,071 : INFO : EPOCH 9 - PROGRESS: at 40.76% examples, 224617 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:27,124 : INFO : EPOCH 9 - PROGRESS: at 40.90% examples, 224620 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:28,139 : INFO : EPOCH 9 - PROGRESS: at 41.02% examples, 224620 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:29,175 : INFO : EPOCH 9 - PROGRESS: at 41.14% examples, 224599 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:30,221 : INFO : EPOCH 9 - PROGRESS: at 41.26% examples, 224616 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:31,225 : INFO : EPOCH 9 - PROGRESS: at 41.36% examples, 224611 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:32,236 : INFO : EPOCH 9 - PROGRESS: at 41.47% examples, 224613 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:33,245 : INFO : EPOCH 9 - PROGRESS: at 41.58% examples, 224615 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:34,261 : INFO : EPOCH 9 - PROGRESS: at 41.72% examples, 224618 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:35,274 : INFO : EPOCH 9 - PROGRESS: at 41.83% examples, 224623 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:36,321 : INFO : EPOCH 9 - PROGRESS: at 41.95% examples, 224593 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:37,329 : INFO : EPOCH 9 - PROGRESS: at 42.07% examples, 224619 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:38,338 : INFO : EPOCH 9 - PROGRESS: at 42.20% examples, 224627 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:39,339 : INFO : EPOCH 9 - PROGRESS: at 42.32% examples, 224610 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:40,348 : INFO : EPOCH 9 - PROGRESS: at 42.46% examples, 224624 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:41,396 : INFO : EPOCH 9 - PROGRESS: at 42.58% examples, 224611 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:42,424 : INFO : EPOCH 9 - PROGRESS: at 42.72% examples, 224634 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:43,458 : INFO : EPOCH 9 - PROGRESS: at 42.84% examples, 224637 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:44,487 : INFO : EPOCH 9 - PROGRESS: at 42.95% examples, 224616 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:45,492 : INFO : EPOCH 9 - PROGRESS: at 43.06% examples, 224615 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:46,550 : INFO : EPOCH 9 - PROGRESS: at 43.18% examples, 224604 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:47,563 : INFO : EPOCH 9 - PROGRESS: at 43.30% examples, 224612 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:48,580 : INFO : EPOCH 9 - PROGRESS: at 43.43% examples, 224611 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:49,594 : INFO : EPOCH 9 - PROGRESS: at 43.56% examples, 224618 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:50,601 : INFO : EPOCH 9 - PROGRESS: at 43.67% examples, 224621 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:51,644 : INFO : EPOCH 9 - PROGRESS: at 43.79% examples, 224621 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:52,669 : INFO : EPOCH 9 - PROGRESS: at 43.92% examples, 224618 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:53,700 : INFO : EPOCH 9 - PROGRESS: at 44.04% examples, 224623 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:54,702 : INFO : EPOCH 9 - PROGRESS: at 44.17% examples, 224631 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:55,711 : INFO : EPOCH 9 - PROGRESS: at 44.30% examples, 224644 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:56,744 : INFO : EPOCH 9 - PROGRESS: at 44.42% examples, 224622 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:57,751 : INFO : EPOCH 9 - PROGRESS: at 44.54% examples, 224620 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:58,761 : INFO : EPOCH 9 - PROGRESS: at 44.66% examples, 224628 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:20:59,805 : INFO : EPOCH 9 - PROGRESS: at 44.80% examples, 224612 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:00,821 : INFO : EPOCH 9 - PROGRESS: at 44.94% examples, 224640 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:01,857 : INFO : EPOCH 9 - PROGRESS: at 45.05% examples, 224625 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:02,884 : INFO : EPOCH 9 - PROGRESS: at 45.18% examples, 224618 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:03,887 : INFO : EPOCH 9 - PROGRESS: at 45.31% examples, 224624 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:04,923 : INFO : EPOCH 9 - PROGRESS: at 45.42% examples, 224624 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:05,992 : INFO : EPOCH 9 - PROGRESS: at 45.56% examples, 224619 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:07,027 : INFO : EPOCH 9 - PROGRESS: at 45.66% examples, 224629 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:08,041 : INFO : EPOCH 9 - PROGRESS: at 45.78% examples, 224635 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:09,042 : INFO : EPOCH 9 - PROGRESS: at 45.91% examples, 224635 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:10,043 : INFO : EPOCH 9 - PROGRESS: at 46.01% examples, 224641 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:11,059 : INFO : EPOCH 9 - PROGRESS: at 46.13% examples, 224650 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:12,062 : INFO : EPOCH 9 - PROGRESS: at 46.25% examples, 224649 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:13,064 : INFO : EPOCH 9 - PROGRESS: at 46.35% examples, 224633 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:14,143 : INFO : EPOCH 9 - PROGRESS: at 46.48% examples, 224637 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:15,195 : INFO : EPOCH 9 - PROGRESS: at 46.62% examples, 224639 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:16,199 : INFO : EPOCH 9 - PROGRESS: at 46.74% examples, 224642 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:17,214 : INFO : EPOCH 9 - PROGRESS: at 46.86% examples, 224656 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:18,250 : INFO : EPOCH 9 - PROGRESS: at 46.97% examples, 224648 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:19,299 : INFO : EPOCH 9 - PROGRESS: at 47.09% examples, 224649 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:20,366 : INFO : EPOCH 9 - PROGRESS: at 47.22% examples, 224644 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:21,374 : INFO : EPOCH 9 - PROGRESS: at 47.34% examples, 224649 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:22,396 : INFO : EPOCH 9 - PROGRESS: at 47.46% examples, 224658 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:23,447 : INFO : EPOCH 9 - PROGRESS: at 47.58% examples, 224640 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:24,480 : INFO : EPOCH 9 - PROGRESS: at 47.71% examples, 224644 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:25,484 : INFO : EPOCH 9 - PROGRESS: at 47.87% examples, 224673 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:26,500 : INFO : EPOCH 9 - PROGRESS: at 47.98% examples, 224641 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:27,518 : INFO : EPOCH 9 - PROGRESS: at 48.12% examples, 224658 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:28,570 : INFO : EPOCH 9 - PROGRESS: at 48.24% examples, 224649 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:29,575 : INFO : EPOCH 9 - PROGRESS: at 48.38% examples, 224649 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:30,629 : INFO : EPOCH 9 - PROGRESS: at 48.51% examples, 224654 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:31,637 : INFO : EPOCH 9 - PROGRESS: at 48.65% examples, 224670 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:32,663 : INFO : EPOCH 9 - PROGRESS: at 48.77% examples, 224674 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:33,668 : INFO : EPOCH 9 - PROGRESS: at 48.88% examples, 224665 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:34,691 : INFO : EPOCH 9 - PROGRESS: at 48.99% examples, 224656 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:35,727 : INFO : EPOCH 9 - PROGRESS: at 49.13% examples, 224657 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:36,738 : INFO : EPOCH 9 - PROGRESS: at 49.27% examples, 224672 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:37,744 : INFO : EPOCH 9 - PROGRESS: at 49.37% examples, 224659 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:38,747 : INFO : EPOCH 9 - PROGRESS: at 49.51% examples, 224661 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:39,760 : INFO : EPOCH 9 - PROGRESS: at 49.62% examples, 224667 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:40,773 : INFO : EPOCH 9 - PROGRESS: at 49.74% examples, 224680 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:41,784 : INFO : EPOCH 9 - PROGRESS: at 49.86% examples, 224666 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:42,806 : INFO : EPOCH 9 - PROGRESS: at 49.99% examples, 224668 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:43,840 : INFO : EPOCH 9 - PROGRESS: at 50.10% examples, 224669 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:44,901 : INFO : EPOCH 9 - PROGRESS: at 50.23% examples, 224654 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:45,953 : INFO : EPOCH 9 - PROGRESS: at 50.36% examples, 224659 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:46,961 : INFO : EPOCH 9 - PROGRESS: at 50.48% examples, 224666 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:47,994 : INFO : EPOCH 9 - PROGRESS: at 50.58% examples, 224654 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:49,042 : INFO : EPOCH 9 - PROGRESS: at 50.72% examples, 224660 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:50,071 : INFO : EPOCH 9 - PROGRESS: at 50.86% examples, 224660 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:51,148 : INFO : EPOCH 9 - PROGRESS: at 51.00% examples, 224660 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:52,159 : INFO : EPOCH 9 - PROGRESS: at 51.12% examples, 224677 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:53,210 : INFO : EPOCH 9 - PROGRESS: at 51.24% examples, 224660 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:54,219 : INFO : EPOCH 9 - PROGRESS: at 51.37% examples, 224660 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:55,256 : INFO : EPOCH 9 - PROGRESS: at 51.51% examples, 224650 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:56,269 : INFO : EPOCH 9 - PROGRESS: at 51.65% examples, 224677 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:57,290 : INFO : EPOCH 9 - PROGRESS: at 51.76% examples, 224668 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:58,318 : INFO : EPOCH 9 - PROGRESS: at 51.87% examples, 224665 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:21:59,421 : INFO : EPOCH 9 - PROGRESS: at 52.01% examples, 224652 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:00,470 : INFO : EPOCH 9 - PROGRESS: at 52.12% examples, 224654 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:01,485 : INFO : EPOCH 9 - PROGRESS: at 52.26% examples, 224667 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:02,547 : INFO : EPOCH 9 - PROGRESS: at 52.38% examples, 224650 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:03,569 : INFO : EPOCH 9 - PROGRESS: at 52.50% examples, 224651 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:04,593 : INFO : EPOCH 9 - PROGRESS: at 52.62% examples, 224669 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:05,638 : INFO : EPOCH 9 - PROGRESS: at 52.73% examples, 224661 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:06,649 : INFO : EPOCH 9 - PROGRESS: at 52.87% examples, 224675 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:07,662 : INFO : EPOCH 9 - PROGRESS: at 53.00% examples, 224673 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:08,662 : INFO : EPOCH 9 - PROGRESS: at 53.12% examples, 224674 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:09,689 : INFO : EPOCH 9 - PROGRESS: at 53.22% examples, 224665 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:10,727 : INFO : EPOCH 9 - PROGRESS: at 53.34% examples, 224674 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:11,727 : INFO : EPOCH 9 - PROGRESS: at 53.48% examples, 224684 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:12,747 : INFO : EPOCH 9 - PROGRESS: at 53.61% examples, 224690 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:13,755 : INFO : EPOCH 9 - PROGRESS: at 53.72% examples, 224687 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:14,758 : INFO : EPOCH 9 - PROGRESS: at 53.83% examples, 224669 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:15,761 : INFO : EPOCH 9 - PROGRESS: at 53.96% examples, 224705 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:16,793 : INFO : EPOCH 9 - PROGRESS: at 54.08% examples, 224685 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:17,793 : INFO : EPOCH 9 - PROGRESS: at 54.17% examples, 224672 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:18,795 : INFO : EPOCH 9 - PROGRESS: at 54.28% examples, 224684 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:19,821 : INFO : EPOCH 9 - PROGRESS: at 54.41% examples, 224680 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:20,828 : INFO : EPOCH 9 - PROGRESS: at 54.52% examples, 224690 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:21,867 : INFO : EPOCH 9 - PROGRESS: at 54.65% examples, 224689 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:22,898 : INFO : EPOCH 9 - PROGRESS: at 54.76% examples, 224692 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:23,901 : INFO : EPOCH 9 - PROGRESS: at 54.88% examples, 224682 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:24,906 : INFO : EPOCH 9 - PROGRESS: at 55.00% examples, 224698 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:25,908 : INFO : EPOCH 9 - PROGRESS: at 55.14% examples, 224688 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:26,934 : INFO : EPOCH 9 - PROGRESS: at 55.26% examples, 224689 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:27,986 : INFO : EPOCH 9 - PROGRESS: at 55.39% examples, 224681 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:29,029 : INFO : EPOCH 9 - PROGRESS: at 55.52% examples, 224703 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:30,084 : INFO : EPOCH 9 - PROGRESS: at 55.61% examples, 224678 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:31,145 : INFO : EPOCH 9 - PROGRESS: at 55.73% examples, 224674 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:32,159 : INFO : EPOCH 9 - PROGRESS: at 55.86% examples, 224689 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:33,161 : INFO : EPOCH 9 - PROGRESS: at 55.99% examples, 224686 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:34,174 : INFO : EPOCH 9 - PROGRESS: at 56.12% examples, 224699 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:35,177 : INFO : EPOCH 9 - PROGRESS: at 56.25% examples, 224700 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:36,198 : INFO : EPOCH 9 - PROGRESS: at 56.35% examples, 224700 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:37,201 : INFO : EPOCH 9 - PROGRESS: at 56.47% examples, 224696 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:38,205 : INFO : EPOCH 9 - PROGRESS: at 56.59% examples, 224687 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:39,210 : INFO : EPOCH 9 - PROGRESS: at 56.72% examples, 224709 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:40,261 : INFO : EPOCH 9 - PROGRESS: at 56.84% examples, 224686 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:41,300 : INFO : EPOCH 9 - PROGRESS: at 56.97% examples, 224696 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:42,300 : INFO : EPOCH 9 - PROGRESS: at 57.08% examples, 224698 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:43,345 : INFO : EPOCH 9 - PROGRESS: at 57.21% examples, 224665 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:44,348 : INFO : EPOCH 9 - PROGRESS: at 57.31% examples, 224668 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:45,395 : INFO : EPOCH 9 - PROGRESS: at 57.43% examples, 224626 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:46,428 : INFO : EPOCH 9 - PROGRESS: at 57.54% examples, 224556 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:47,472 : INFO : EPOCH 9 - PROGRESS: at 57.65% examples, 224506 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:48,500 : INFO : EPOCH 9 - PROGRESS: at 57.79% examples, 224504 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:49,504 : INFO : EPOCH 9 - PROGRESS: at 57.90% examples, 224527 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:50,553 : INFO : EPOCH 9 - PROGRESS: at 58.02% examples, 224516 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:51,589 : INFO : EPOCH 9 - PROGRESS: at 58.15% examples, 224518 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:52,589 : INFO : EPOCH 9 - PROGRESS: at 58.28% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:53,594 : INFO : EPOCH 9 - PROGRESS: at 58.41% examples, 224519 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:54,615 : INFO : EPOCH 9 - PROGRESS: at 58.53% examples, 224525 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:55,683 : INFO : EPOCH 9 - PROGRESS: at 58.66% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:56,699 : INFO : EPOCH 9 - PROGRESS: at 58.77% examples, 224518 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:22:57,725 : INFO : EPOCH 9 - PROGRESS: at 58.90% examples, 224533 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:58,734 : INFO : EPOCH 9 - PROGRESS: at 59.04% examples, 224517 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:22:59,761 : INFO : EPOCH 9 - PROGRESS: at 59.17% examples, 224516 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:00,765 : INFO : EPOCH 9 - PROGRESS: at 59.30% examples, 224544 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:01,769 : INFO : EPOCH 9 - PROGRESS: at 59.43% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:02,788 : INFO : EPOCH 9 - PROGRESS: at 59.55% examples, 224541 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:03,793 : INFO : EPOCH 9 - PROGRESS: at 59.69% examples, 224528 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:04,833 : INFO : EPOCH 9 - PROGRESS: at 59.81% examples, 224532 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:05,841 : INFO : EPOCH 9 - PROGRESS: at 59.95% examples, 224549 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:06,857 : INFO : EPOCH 9 - PROGRESS: at 60.06% examples, 224536 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:07,875 : INFO : EPOCH 9 - PROGRESS: at 60.19% examples, 224545 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:08,892 : INFO : EPOCH 9 - PROGRESS: at 60.31% examples, 224541 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:09,946 : INFO : EPOCH 9 - PROGRESS: at 60.43% examples, 224533 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:10,963 : INFO : EPOCH 9 - PROGRESS: at 60.57% examples, 224552 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:11,999 : INFO : EPOCH 9 - PROGRESS: at 60.68% examples, 224543 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:13,058 : INFO : EPOCH 9 - PROGRESS: at 60.83% examples, 224539 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:14,071 : INFO : EPOCH 9 - PROGRESS: at 60.94% examples, 224540 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:15,089 : INFO : EPOCH 9 - PROGRESS: at 61.07% examples, 224533 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:16,101 : INFO : EPOCH 9 - PROGRESS: at 61.20% examples, 224558 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:17,122 : INFO : EPOCH 9 - PROGRESS: at 61.32% examples, 224554 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:18,135 : INFO : EPOCH 9 - PROGRESS: at 61.45% examples, 224537 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:19,181 : INFO : EPOCH 9 - PROGRESS: at 61.59% examples, 224530 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:20,198 : INFO : EPOCH 9 - PROGRESS: at 61.70% examples, 224539 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:21,233 : INFO : EPOCH 9 - PROGRESS: at 61.81% examples, 224543 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:22,293 : INFO : EPOCH 9 - PROGRESS: at 61.95% examples, 224543 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:23,296 : INFO : EPOCH 9 - PROGRESS: at 62.05% examples, 224537 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:24,357 : INFO : EPOCH 9 - PROGRESS: at 62.18% examples, 224536 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:25,376 : INFO : EPOCH 9 - PROGRESS: at 62.32% examples, 224539 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:26,384 : INFO : EPOCH 9 - PROGRESS: at 62.43% examples, 224547 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:27,399 : INFO : EPOCH 9 - PROGRESS: at 62.58% examples, 224536 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:28,442 : INFO : EPOCH 9 - PROGRESS: at 62.68% examples, 224549 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:29,449 : INFO : EPOCH 9 - PROGRESS: at 62.79% examples, 224550 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:30,480 : INFO : EPOCH 9 - PROGRESS: at 62.91% examples, 224553 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:31,487 : INFO : EPOCH 9 - PROGRESS: at 63.02% examples, 224550 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:32,530 : INFO : EPOCH 9 - PROGRESS: at 63.15% examples, 224550 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:33,552 : INFO : EPOCH 9 - PROGRESS: at 63.27% examples, 224559 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:34,567 : INFO : EPOCH 9 - PROGRESS: at 63.39% examples, 224557 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:35,595 : INFO : EPOCH 9 - PROGRESS: at 63.50% examples, 224556 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:36,597 : INFO : EPOCH 9 - PROGRESS: at 63.62% examples, 224562 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:37,658 : INFO : EPOCH 9 - PROGRESS: at 63.76% examples, 224562 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:38,676 : INFO : EPOCH 9 - PROGRESS: at 63.90% examples, 224578 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:39,692 : INFO : EPOCH 9 - PROGRESS: at 64.02% examples, 224559 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:40,764 : INFO : EPOCH 9 - PROGRESS: at 64.14% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:41,773 : INFO : EPOCH 9 - PROGRESS: at 64.27% examples, 224563 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:42,797 : INFO : EPOCH 9 - PROGRESS: at 64.40% examples, 224563 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:43,813 : INFO : EPOCH 9 - PROGRESS: at 64.53% examples, 224569 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:44,830 : INFO : EPOCH 9 - PROGRESS: at 64.66% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:45,871 : INFO : EPOCH 9 - PROGRESS: at 64.78% examples, 224556 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:46,904 : INFO : EPOCH 9 - PROGRESS: at 64.91% examples, 224564 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:47,907 : INFO : EPOCH 9 - PROGRESS: at 65.05% examples, 224570 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:48,912 : INFO : EPOCH 9 - PROGRESS: at 65.17% examples, 224578 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:49,916 : INFO : EPOCH 9 - PROGRESS: at 65.29% examples, 224566 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:50,919 : INFO : EPOCH 9 - PROGRESS: at 65.41% examples, 224559 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:51,934 : INFO : EPOCH 9 - PROGRESS: at 65.55% examples, 224581 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:52,972 : INFO : EPOCH 9 - PROGRESS: at 65.68% examples, 224556 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:53,992 : INFO : EPOCH 9 - PROGRESS: at 65.81% examples, 224572 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:55,021 : INFO : EPOCH 9 - PROGRESS: at 65.92% examples, 224570 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:56,024 : INFO : EPOCH 9 - PROGRESS: at 66.05% examples, 224574 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:57,077 : INFO : EPOCH 9 - PROGRESS: at 66.16% examples, 224565 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:58,093 : INFO : EPOCH 9 - PROGRESS: at 66.29% examples, 224571 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:23:59,136 : INFO : EPOCH 9 - PROGRESS: at 66.42% examples, 224569 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:00,156 : INFO : EPOCH 9 - PROGRESS: at 66.52% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:01,161 : INFO : EPOCH 9 - PROGRESS: at 66.67% examples, 224579 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:02,248 : INFO : EPOCH 9 - PROGRESS: at 66.80% examples, 224569 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:03,256 : INFO : EPOCH 9 - PROGRESS: at 66.95% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:04,355 : INFO : EPOCH 9 - PROGRESS: at 67.06% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:05,358 : INFO : EPOCH 9 - PROGRESS: at 67.20% examples, 224579 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:06,382 : INFO : EPOCH 9 - PROGRESS: at 67.33% examples, 224580 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:07,389 : INFO : EPOCH 9 - PROGRESS: at 67.45% examples, 224580 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:08,401 : INFO : EPOCH 9 - PROGRESS: at 67.59% examples, 224586 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:09,428 : INFO : EPOCH 9 - PROGRESS: at 67.71% examples, 224579 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:10,472 : INFO : EPOCH 9 - PROGRESS: at 67.84% examples, 224585 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:11,494 : INFO : EPOCH 9 - PROGRESS: at 67.97% examples, 224586 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:24:12,510 : INFO : EPOCH 9 - PROGRESS: at 68.11% examples, 224589 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:13,533 : INFO : EPOCH 9 - PROGRESS: at 68.22% examples, 224590 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:14,581 : INFO : EPOCH 9 - PROGRESS: at 68.37% examples, 224578 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:15,583 : INFO : EPOCH 9 - PROGRESS: at 68.49% examples, 224572 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:16,614 : INFO : EPOCH 9 - PROGRESS: at 68.62% examples, 224588 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:17,669 : INFO : EPOCH 9 - PROGRESS: at 68.74% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:18,726 : INFO : EPOCH 9 - PROGRESS: at 68.86% examples, 224586 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:19,733 : INFO : EPOCH 9 - PROGRESS: at 68.97% examples, 224592 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:20,747 : INFO : EPOCH 9 - PROGRESS: at 69.08% examples, 224585 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:21,774 : INFO : EPOCH 9 - PROGRESS: at 69.21% examples, 224581 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:22,797 : INFO : EPOCH 9 - PROGRESS: at 69.35% examples, 224594 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:23,880 : INFO : EPOCH 9 - PROGRESS: at 69.47% examples, 224587 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:24,914 : INFO : EPOCH 9 - PROGRESS: at 69.61% examples, 224586 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:25,922 : INFO : EPOCH 9 - PROGRESS: at 69.75% examples, 224598 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:24:26,954 : INFO : EPOCH 9 - PROGRESS: at 69.87% examples, 224596 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:27,981 : INFO : EPOCH 9 - PROGRESS: at 70.00% examples, 224589 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:29,043 : INFO : EPOCH 9 - PROGRESS: at 70.14% examples, 224594 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:30,055 : INFO : EPOCH 9 - PROGRESS: at 70.27% examples, 224594 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:31,077 : INFO : EPOCH 9 - PROGRESS: at 70.39% examples, 224590 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:32,094 : INFO : EPOCH 9 - PROGRESS: at 70.51% examples, 224600 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:33,142 : INFO : EPOCH 9 - PROGRESS: at 70.63% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:34,152 : INFO : EPOCH 9 - PROGRESS: at 70.76% examples, 224605 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:35,193 : INFO : EPOCH 9 - PROGRESS: at 70.87% examples, 224590 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:36,233 : INFO : EPOCH 9 - PROGRESS: at 71.00% examples, 224592 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:37,260 : INFO : EPOCH 9 - PROGRESS: at 71.12% examples, 224597 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:38,274 : INFO : EPOCH 9 - PROGRESS: at 71.24% examples, 224602 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:39,308 : INFO : EPOCH 9 - PROGRESS: at 71.39% examples, 224594 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:40,333 : INFO : EPOCH 9 - PROGRESS: at 71.51% examples, 224596 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:41,368 : INFO : EPOCH 9 - PROGRESS: at 71.64% examples, 224594 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:42,408 : INFO : EPOCH 9 - PROGRESS: at 71.76% examples, 224602 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:43,430 : INFO : EPOCH 9 - PROGRESS: at 71.88% examples, 224600 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:44,435 : INFO : EPOCH 9 - PROGRESS: at 72.02% examples, 224611 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:45,440 : INFO : EPOCH 9 - PROGRESS: at 72.14% examples, 224609 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:46,463 : INFO : EPOCH 9 - PROGRESS: at 72.25% examples, 224607 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:47,496 : INFO : EPOCH 9 - PROGRESS: at 72.37% examples, 224599 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:48,506 : INFO : EPOCH 9 - PROGRESS: at 72.49% examples, 224595 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:49,524 : INFO : EPOCH 9 - PROGRESS: at 72.61% examples, 224596 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:50,611 : INFO : EPOCH 9 - PROGRESS: at 72.76% examples, 224590 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:51,617 : INFO : EPOCH 9 - PROGRESS: at 72.87% examples, 224602 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:52,668 : INFO : EPOCH 9 - PROGRESS: at 72.99% examples, 224594 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:53,680 : INFO : EPOCH 9 - PROGRESS: at 73.12% examples, 224599 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:54,712 : INFO : EPOCH 9 - PROGRESS: at 73.25% examples, 224604 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:55,726 : INFO : EPOCH 9 - PROGRESS: at 73.37% examples, 224599 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:56,747 : INFO : EPOCH 9 - PROGRESS: at 73.49% examples, 224604 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:57,773 : INFO : EPOCH 9 - PROGRESS: at 73.60% examples, 224613 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:58,783 : INFO : EPOCH 9 - PROGRESS: at 73.73% examples, 224608 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:24:59,816 : INFO : EPOCH 9 - PROGRESS: at 73.84% examples, 224603 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:00,829 : INFO : EPOCH 9 - PROGRESS: at 73.98% examples, 224614 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:01,888 : INFO : EPOCH 9 - PROGRESS: at 74.11% examples, 224601 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:02,897 : INFO : EPOCH 9 - PROGRESS: at 74.22% examples, 224603 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:03,902 : INFO : EPOCH 9 - PROGRESS: at 74.33% examples, 224615 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:04,910 : INFO : EPOCH 9 - PROGRESS: at 74.44% examples, 224608 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:05,912 : INFO : EPOCH 9 - PROGRESS: at 74.56% examples, 224617 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:06,929 : INFO : EPOCH 9 - PROGRESS: at 74.67% examples, 224604 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:07,981 : INFO : EPOCH 9 - PROGRESS: at 74.81% examples, 224611 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:09,041 : INFO : EPOCH 9 - PROGRESS: at 74.93% examples, 224604 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:10,057 : INFO : EPOCH 9 - PROGRESS: at 75.07% examples, 224614 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:11,066 : INFO : EPOCH 9 - PROGRESS: at 75.18% examples, 224610 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:12,120 : INFO : EPOCH 9 - PROGRESS: at 75.31% examples, 224595 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:13,208 : INFO : EPOCH 9 - PROGRESS: at 75.44% examples, 224600 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:14,234 : INFO : EPOCH 9 - PROGRESS: at 75.58% examples, 224598 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:15,252 : INFO : EPOCH 9 - PROGRESS: at 75.72% examples, 224607 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:16,274 : INFO : EPOCH 9 - PROGRESS: at 75.85% examples, 224607 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:17,358 : INFO : EPOCH 9 - PROGRESS: at 75.97% examples, 224599 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:18,387 : INFO : EPOCH 9 - PROGRESS: at 76.09% examples, 224615 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:19,416 : INFO : EPOCH 9 - PROGRESS: at 76.20% examples, 224605 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:20,458 : INFO : EPOCH 9 - PROGRESS: at 76.34% examples, 224619 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:21,471 : INFO : EPOCH 9 - PROGRESS: at 76.45% examples, 224622 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:22,472 : INFO : EPOCH 9 - PROGRESS: at 76.56% examples, 224615 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:23,493 : INFO : EPOCH 9 - PROGRESS: at 76.69% examples, 224625 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:24,535 : INFO : EPOCH 9 - PROGRESS: at 76.81% examples, 224607 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:25:25,631 : INFO : EPOCH 9 - PROGRESS: at 76.93% examples, 224602 words/s, in_qsize 7, out_qsize 2
2020-07-16 15:25:26,645 : INFO : EPOCH 9 - PROGRESS: at 77.06% examples, 224607 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:27,680 : INFO : EPOCH 9 - PROGRESS: at 77.18% examples, 224619 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:28,715 : INFO : EPOCH 9 - PROGRESS: at 77.31% examples, 224614 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:29,764 : INFO : EPOCH 9 - PROGRESS: at 77.44% examples, 224614 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:30,769 : INFO : EPOCH 9 - PROGRESS: at 77.54% examples, 224628 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:31,809 : INFO : EPOCH 9 - PROGRESS: at 77.66% examples, 224618 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:32,841 : INFO : EPOCH 9 - PROGRESS: at 77.80% examples, 224614 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:33,886 : INFO : EPOCH 9 - PROGRESS: at 77.93% examples, 224619 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:34,899 : INFO : EPOCH 9 - PROGRESS: at 78.05% examples, 224624 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:35,935 : INFO : EPOCH 9 - PROGRESS: at 78.18% examples, 224610 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:36,968 : INFO : EPOCH 9 - PROGRESS: at 78.28% examples, 224616 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:37,978 : INFO : EPOCH 9 - PROGRESS: at 78.41% examples, 224616 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:39,015 : INFO : EPOCH 9 - PROGRESS: at 78.53% examples, 224612 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:40,016 : INFO : EPOCH 9 - PROGRESS: at 78.65% examples, 224620 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:41,056 : INFO : EPOCH 9 - PROGRESS: at 78.78% examples, 224612 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:42,058 : INFO : EPOCH 9 - PROGRESS: at 78.89% examples, 224608 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:43,062 : INFO : EPOCH 9 - PROGRESS: at 79.03% examples, 224609 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:44,088 : INFO : EPOCH 9 - PROGRESS: at 79.15% examples, 224617 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:45,112 : INFO : EPOCH 9 - PROGRESS: at 79.28% examples, 224614 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:46,139 : INFO : EPOCH 9 - PROGRESS: at 79.41% examples, 224623 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:47,178 : INFO : EPOCH 9 - PROGRESS: at 79.54% examples, 224613 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:48,228 : INFO : EPOCH 9 - PROGRESS: at 79.67% examples, 224608 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:49,289 : INFO : EPOCH 9 - PROGRESS: at 79.79% examples, 224611 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:50,311 : INFO : EPOCH 9 - PROGRESS: at 79.90% examples, 224620 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:51,334 : INFO : EPOCH 9 - PROGRESS: at 80.02% examples, 224625 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:52,371 : INFO : EPOCH 9 - PROGRESS: at 80.16% examples, 224618 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:53,385 : INFO : EPOCH 9 - PROGRESS: at 80.28% examples, 224615 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:54,403 : INFO : EPOCH 9 - PROGRESS: at 80.41% examples, 224627 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:55,425 : INFO : EPOCH 9 - PROGRESS: at 80.51% examples, 224622 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:56,475 : INFO : EPOCH 9 - PROGRESS: at 80.63% examples, 224621 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:57,546 : INFO : EPOCH 9 - PROGRESS: at 80.75% examples, 224610 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:58,559 : INFO : EPOCH 9 - PROGRESS: at 80.87% examples, 224617 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:25:59,571 : INFO : EPOCH 9 - PROGRESS: at 80.99% examples, 224620 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:00,576 : INFO : EPOCH 9 - PROGRESS: at 81.12% examples, 224611 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:01,600 : INFO : EPOCH 9 - PROGRESS: at 81.22% examples, 224626 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:02,629 : INFO : EPOCH 9 - PROGRESS: at 81.33% examples, 224618 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:03,638 : INFO : EPOCH 9 - PROGRESS: at 81.45% examples, 224624 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:04,669 : INFO : EPOCH 9 - PROGRESS: at 81.57% examples, 224625 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:05,676 : INFO : EPOCH 9 - PROGRESS: at 81.68% examples, 224631 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:06,725 : INFO : EPOCH 9 - PROGRESS: at 81.79% examples, 224622 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:07,772 : INFO : EPOCH 9 - PROGRESS: at 81.91% examples, 224618 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:08,776 : INFO : EPOCH 9 - PROGRESS: at 82.06% examples, 224630 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:09,791 : INFO : EPOCH 9 - PROGRESS: at 82.18% examples, 224632 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:10,825 : INFO : EPOCH 9 - PROGRESS: at 82.31% examples, 224631 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:11,883 : INFO : EPOCH 9 - PROGRESS: at 82.43% examples, 224624 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:12,904 : INFO : EPOCH 9 - PROGRESS: at 82.56% examples, 224632 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:13,930 : INFO : EPOCH 9 - PROGRESS: at 82.69% examples, 224635 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:14,943 : INFO : EPOCH 9 - PROGRESS: at 82.80% examples, 224620 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:15,958 : INFO : EPOCH 9 - PROGRESS: at 82.93% examples, 224636 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:16,978 : INFO : EPOCH 9 - PROGRESS: at 83.04% examples, 224631 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:17,997 : INFO : EPOCH 9 - PROGRESS: at 83.14% examples, 224628 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:19,017 : INFO : EPOCH 9 - PROGRESS: at 83.27% examples, 224625 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:20,057 : INFO : EPOCH 9 - PROGRESS: at 83.42% examples, 224633 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:21,101 : INFO : EPOCH 9 - PROGRESS: at 83.53% examples, 224628 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:22,119 : INFO : EPOCH 9 - PROGRESS: at 83.65% examples, 224633 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:23,120 : INFO : EPOCH 9 - PROGRESS: at 83.78% examples, 224629 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:24,139 : INFO : EPOCH 9 - PROGRESS: at 83.93% examples, 224646 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:25,156 : INFO : EPOCH 9 - PROGRESS: at 84.05% examples, 224632 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:26,163 : INFO : EPOCH 9 - PROGRESS: at 84.18% examples, 224632 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:27,184 : INFO : EPOCH 9 - PROGRESS: at 84.30% examples, 224634 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:28,206 : INFO : EPOCH 9 - PROGRESS: at 84.41% examples, 224637 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:29,218 : INFO : EPOCH 9 - PROGRESS: at 84.53% examples, 224648 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:30,242 : INFO : EPOCH 9 - PROGRESS: at 84.66% examples, 224639 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:31,308 : INFO : EPOCH 9 - PROGRESS: at 84.77% examples, 224633 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:32,339 : INFO : EPOCH 9 - PROGRESS: at 84.89% examples, 224647 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:33,342 : INFO : EPOCH 9 - PROGRESS: at 84.99% examples, 224631 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:34,377 : INFO : EPOCH 9 - PROGRESS: at 85.11% examples, 224635 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:35,406 : INFO : EPOCH 9 - PROGRESS: at 85.23% examples, 224644 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:36,457 : INFO : EPOCH 9 - PROGRESS: at 85.35% examples, 224635 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:37,472 : INFO : EPOCH 9 - PROGRESS: at 85.46% examples, 224637 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:38,486 : INFO : EPOCH 9 - PROGRESS: at 85.58% examples, 224632 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:26:39,542 : INFO : EPOCH 9 - PROGRESS: at 85.69% examples, 224629 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:40,569 : INFO : EPOCH 9 - PROGRESS: at 85.81% examples, 224628 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:41,592 : INFO : EPOCH 9 - PROGRESS: at 85.93% examples, 224629 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:42,600 : INFO : EPOCH 9 - PROGRESS: at 86.07% examples, 224639 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:43,603 : INFO : EPOCH 9 - PROGRESS: at 86.19% examples, 224634 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:44,625 : INFO : EPOCH 9 - PROGRESS: at 86.30% examples, 224637 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:45,626 : INFO : EPOCH 9 - PROGRESS: at 86.42% examples, 224641 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:46,628 : INFO : EPOCH 9 - PROGRESS: at 86.55% examples, 224640 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:47,683 : INFO : EPOCH 9 - PROGRESS: at 86.69% examples, 224638 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:48,686 : INFO : EPOCH 9 - PROGRESS: at 86.82% examples, 224638 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:49,716 : INFO : EPOCH 9 - PROGRESS: at 86.93% examples, 224640 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:50,735 : INFO : EPOCH 9 - PROGRESS: at 87.05% examples, 224645 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:51,757 : INFO : EPOCH 9 - PROGRESS: at 87.18% examples, 224640 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:52,826 : INFO : EPOCH 9 - PROGRESS: at 87.31% examples, 224632 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:53,839 : INFO : EPOCH 9 - PROGRESS: at 87.44% examples, 224642 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:54,848 : INFO : EPOCH 9 - PROGRESS: at 87.56% examples, 224640 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:55,848 : INFO : EPOCH 9 - PROGRESS: at 87.70% examples, 224641 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:56,881 : INFO : EPOCH 9 - PROGRESS: at 87.83% examples, 224639 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:57,891 : INFO : EPOCH 9 - PROGRESS: at 87.94% examples, 224653 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:58,915 : INFO : EPOCH 9 - PROGRESS: at 88.05% examples, 224642 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:26:59,943 : INFO : EPOCH 9 - PROGRESS: at 88.19% examples, 224646 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:27:00,946 : INFO : EPOCH 9 - PROGRESS: at 88.32% examples, 224651 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:01,955 : INFO : EPOCH 9 - PROGRESS: at 88.44% examples, 224653 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:02,968 : INFO : EPOCH 9 - PROGRESS: at 88.57% examples, 224650 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:03,987 : INFO : EPOCH 9 - PROGRESS: at 88.69% examples, 224646 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:05,030 : INFO : EPOCH 9 - PROGRESS: at 88.82% examples, 224655 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:06,072 : INFO : EPOCH 9 - PROGRESS: at 88.96% examples, 224642 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:07,095 : INFO : EPOCH 9 - PROGRESS: at 89.06% examples, 224652 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:08,161 : INFO : EPOCH 9 - PROGRESS: at 89.19% examples, 224644 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:09,176 : INFO : EPOCH 9 - PROGRESS: at 89.34% examples, 224647 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:10,197 : INFO : EPOCH 9 - PROGRESS: at 89.45% examples, 224648 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:11,213 : INFO : EPOCH 9 - PROGRESS: at 89.57% examples, 224642 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:12,247 : INFO : EPOCH 9 - PROGRESS: at 89.69% examples, 224650 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:13,288 : INFO : EPOCH 9 - PROGRESS: at 89.82% examples, 224641 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:14,316 : INFO : EPOCH 9 - PROGRESS: at 89.95% examples, 224638 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:15,341 : INFO : EPOCH 9 - PROGRESS: at 90.06% examples, 224628 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:16,341 : INFO : EPOCH 9 - PROGRESS: at 90.16% examples, 224605 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:17,389 : INFO : EPOCH 9 - PROGRESS: at 90.26% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:18,424 : INFO : EPOCH 9 - PROGRESS: at 90.37% examples, 224535 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:19,424 : INFO : EPOCH 9 - PROGRESS: at 90.50% examples, 224539 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:20,438 : INFO : EPOCH 9 - PROGRESS: at 90.64% examples, 224543 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:21,467 : INFO : EPOCH 9 - PROGRESS: at 90.75% examples, 224529 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:22,471 : INFO : EPOCH 9 - PROGRESS: at 90.86% examples, 224540 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:23,498 : INFO : EPOCH 9 - PROGRESS: at 90.98% examples, 224547 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:24,503 : INFO : EPOCH 9 - PROGRESS: at 91.09% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:25,510 : INFO : EPOCH 9 - PROGRESS: at 91.20% examples, 224544 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:26,511 : INFO : EPOCH 9 - PROGRESS: at 91.33% examples, 224547 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:27,514 : INFO : EPOCH 9 - PROGRESS: at 91.44% examples, 224549 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:28,547 : INFO : EPOCH 9 - PROGRESS: at 91.58% examples, 224542 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:29,550 : INFO : EPOCH 9 - PROGRESS: at 91.70% examples, 224537 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:30,552 : INFO : EPOCH 9 - PROGRESS: at 91.82% examples, 224544 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:31,568 : INFO : EPOCH 9 - PROGRESS: at 91.94% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:32,568 : INFO : EPOCH 9 - PROGRESS: at 92.06% examples, 224549 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:33,575 : INFO : EPOCH 9 - PROGRESS: at 92.18% examples, 224553 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:34,588 : INFO : EPOCH 9 - PROGRESS: at 92.31% examples, 224551 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:35,644 : INFO : EPOCH 9 - PROGRESS: at 92.44% examples, 224542 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:27:36,645 : INFO : EPOCH 9 - PROGRESS: at 92.57% examples, 224547 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:37,661 : INFO : EPOCH 9 - PROGRESS: at 92.70% examples, 224544 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:38,664 : INFO : EPOCH 9 - PROGRESS: at 92.82% examples, 224554 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:39,679 : INFO : EPOCH 9 - PROGRESS: at 92.94% examples, 224545 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:40,696 : INFO : EPOCH 9 - PROGRESS: at 93.07% examples, 224555 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:41,713 : INFO : EPOCH 9 - PROGRESS: at 93.18% examples, 224549 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:42,720 : INFO : EPOCH 9 - PROGRESS: at 93.29% examples, 224544 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:43,738 : INFO : EPOCH 9 - PROGRESS: at 93.41% examples, 224549 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:44,749 : INFO : EPOCH 9 - PROGRESS: at 93.55% examples, 224551 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:45,773 : INFO : EPOCH 9 - PROGRESS: at 93.67% examples, 224556 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:46,828 : INFO : EPOCH 9 - PROGRESS: at 93.79% examples, 224551 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:47,829 : INFO : EPOCH 9 - PROGRESS: at 93.90% examples, 224551 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:48,897 : INFO : EPOCH 9 - PROGRESS: at 94.03% examples, 224550 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:49,931 : INFO : EPOCH 9 - PROGRESS: at 94.15% examples, 224562 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:50,932 : INFO : EPOCH 9 - PROGRESS: at 94.27% examples, 224558 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:51,936 : INFO : EPOCH 9 - PROGRESS: at 94.39% examples, 224557 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:52,981 : INFO : EPOCH 9 - PROGRESS: at 94.50% examples, 224563 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:53,981 : INFO : EPOCH 9 - PROGRESS: at 94.61% examples, 224549 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:54,993 : INFO : EPOCH 9 - PROGRESS: at 94.73% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:56,019 : INFO : EPOCH 9 - PROGRESS: at 94.85% examples, 224551 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:57,035 : INFO : EPOCH 9 - PROGRESS: at 94.97% examples, 224561 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:58,085 : INFO : EPOCH 9 - PROGRESS: at 95.10% examples, 224561 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:27:59,145 : INFO : EPOCH 9 - PROGRESS: at 95.25% examples, 224559 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:00,162 : INFO : EPOCH 9 - PROGRESS: at 95.35% examples, 224557 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:01,225 : INFO : EPOCH 9 - PROGRESS: at 95.49% examples, 224559 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:02,234 : INFO : EPOCH 9 - PROGRESS: at 95.59% examples, 224565 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:03,240 : INFO : EPOCH 9 - PROGRESS: at 95.72% examples, 224572 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:04,256 : INFO : EPOCH 9 - PROGRESS: at 95.85% examples, 224565 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:05,271 : INFO : EPOCH 9 - PROGRESS: at 95.95% examples, 224559 words/s, in_qsize 8, out_qsize 1
2020-07-16 15:28:06,333 : INFO : EPOCH 9 - PROGRESS: at 96.07% examples, 224556 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:07,335 : INFO : EPOCH 9 - PROGRESS: at 96.18% examples, 224582 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:08,362 : INFO : EPOCH 9 - PROGRESS: at 96.29% examples, 224569 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:09,398 : INFO : EPOCH 9 - PROGRESS: at 96.42% examples, 224565 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:10,425 : INFO : EPOCH 9 - PROGRESS: at 96.55% examples, 224565 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:11,429 : INFO : EPOCH 9 - PROGRESS: at 96.69% examples, 224578 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:12,450 : INFO : EPOCH 9 - PROGRESS: at 96.82% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:13,467 : INFO : EPOCH 9 - PROGRESS: at 96.97% examples, 224580 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:14,470 : INFO : EPOCH 9 - PROGRESS: at 97.09% examples, 224580 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:15,472 : INFO : EPOCH 9 - PROGRESS: at 97.22% examples, 224562 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:16,501 : INFO : EPOCH 9 - PROGRESS: at 97.34% examples, 224564 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:17,539 : INFO : EPOCH 9 - PROGRESS: at 97.48% examples, 224561 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:18,613 : INFO : EPOCH 9 - PROGRESS: at 97.61% examples, 224564 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:19,652 : INFO : EPOCH 9 - PROGRESS: at 97.73% examples, 224565 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:20,654 : INFO : EPOCH 9 - PROGRESS: at 97.86% examples, 224569 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:21,655 : INFO : EPOCH 9 - PROGRESS: at 97.98% examples, 224579 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:22,658 : INFO : EPOCH 9 - PROGRESS: at 98.10% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:23,691 : INFO : EPOCH 9 - PROGRESS: at 98.24% examples, 224574 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:24,720 : INFO : EPOCH 9 - PROGRESS: at 98.39% examples, 224568 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:25,759 : INFO : EPOCH 9 - PROGRESS: at 98.51% examples, 224563 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:26,801 : INFO : EPOCH 9 - PROGRESS: at 98.63% examples, 224569 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:27,843 : INFO : EPOCH 9 - PROGRESS: at 98.74% examples, 224577 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:28,867 : INFO : EPOCH 9 - PROGRESS: at 98.88% examples, 224573 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:29,889 : INFO : EPOCH 9 - PROGRESS: at 99.00% examples, 224576 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:30,907 : INFO : EPOCH 9 - PROGRESS: at 99.11% examples, 224579 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:31,913 : INFO : EPOCH 9 - PROGRESS: at 99.25% examples, 224573 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:32,972 : INFO : EPOCH 9 - PROGRESS: at 99.37% examples, 224566 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:33,973 : INFO : EPOCH 9 - PROGRESS: at 99.49% examples, 224575 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:34,983 : INFO : EPOCH 9 - PROGRESS: at 99.60% examples, 224581 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:35,988 : INFO : EPOCH 9 - PROGRESS: at 99.73% examples, 224584 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:37,001 : INFO : EPOCH 9 - PROGRESS: at 99.86% examples, 224580 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:38,009 : INFO : EPOCH 9 - PROGRESS: at 99.98% examples, 224577 words/s, in_qsize 6, out_qsize 0
2020-07-16 15:28:38,092 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 15:28:38,105 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 15:28:38,127 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 15:28:38,135 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 15:28:38,136 : INFO : EPOCH - 9 : training on 246540407 raw words (186687820 effective words) took 831.2s, 224589 effective words/s
2020-07-16 15:28:39,172 : INFO : EPOCH 10 - PROGRESS: at 0.13% examples, 210583 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:40,184 : INFO : EPOCH 10 - PROGRESS: at 0.27% examples, 217898 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:41,187 : INFO : EPOCH 10 - PROGRESS: at 0.40% examples, 222509 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:42,192 : INFO : EPOCH 10 - PROGRESS: at 0.53% examples, 222811 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:43,245 : INFO : EPOCH 10 - PROGRESS: at 0.64% examples, 221503 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:44,258 : INFO : EPOCH 10 - PROGRESS: at 0.76% examples, 222307 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:45,278 : INFO : EPOCH 10 - PROGRESS: at 0.89% examples, 223427 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:46,285 : INFO : EPOCH 10 - PROGRESS: at 1.01% examples, 224127 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:47,286 : INFO : EPOCH 10 - PROGRESS: at 1.11% examples, 223500 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:48,305 : INFO : EPOCH 10 - PROGRESS: at 1.23% examples, 223898 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:49,352 : INFO : EPOCH 10 - PROGRESS: at 1.35% examples, 223976 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:50,378 : INFO : EPOCH 10 - PROGRESS: at 1.47% examples, 223605 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:51,381 : INFO : EPOCH 10 - PROGRESS: at 1.61% examples, 223855 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:52,421 : INFO : EPOCH 10 - PROGRESS: at 1.73% examples, 224233 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:53,436 : INFO : EPOCH 10 - PROGRESS: at 1.86% examples, 224156 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:54,438 : INFO : EPOCH 10 - PROGRESS: at 1.99% examples, 223814 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:55,439 : INFO : EPOCH 10 - PROGRESS: at 2.10% examples, 224340 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:56,522 : INFO : EPOCH 10 - PROGRESS: at 2.22% examples, 223853 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:57,534 : INFO : EPOCH 10 - PROGRESS: at 2.34% examples, 224204 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:58,559 : INFO : EPOCH 10 - PROGRESS: at 2.46% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:28:59,582 : INFO : EPOCH 10 - PROGRESS: at 2.57% examples, 223967 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:00,603 : INFO : EPOCH 10 - PROGRESS: at 2.70% examples, 224122 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:01,624 : INFO : EPOCH 10 - PROGRESS: at 2.83% examples, 224426 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:02,695 : INFO : EPOCH 10 - PROGRESS: at 2.95% examples, 223941 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:03,712 : INFO : EPOCH 10 - PROGRESS: at 3.08% examples, 224122 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:04,753 : INFO : EPOCH 10 - PROGRESS: at 3.19% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:05,827 : INFO : EPOCH 10 - PROGRESS: at 3.31% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:06,922 : INFO : EPOCH 10 - PROGRESS: at 3.44% examples, 223985 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:07,934 : INFO : EPOCH 10 - PROGRESS: at 3.57% examples, 224420 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:08,940 : INFO : EPOCH 10 - PROGRESS: at 3.70% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:09,945 : INFO : EPOCH 10 - PROGRESS: at 3.83% examples, 224339 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:10,954 : INFO : EPOCH 10 - PROGRESS: at 3.95% examples, 224478 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:11,972 : INFO : EPOCH 10 - PROGRESS: at 4.05% examples, 224214 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:12,990 : INFO : EPOCH 10 - PROGRESS: at 4.17% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:13,991 : INFO : EPOCH 10 - PROGRESS: at 4.29% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:15,052 : INFO : EPOCH 10 - PROGRESS: at 4.41% examples, 224296 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:16,065 : INFO : EPOCH 10 - PROGRESS: at 4.53% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:17,133 : INFO : EPOCH 10 - PROGRESS: at 4.67% examples, 224189 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:18,145 : INFO : EPOCH 10 - PROGRESS: at 4.78% examples, 224370 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:19,179 : INFO : EPOCH 10 - PROGRESS: at 4.91% examples, 224245 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:20,179 : INFO : EPOCH 10 - PROGRESS: at 5.03% examples, 224419 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:21,186 : INFO : EPOCH 10 - PROGRESS: at 5.14% examples, 224224 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:22,206 : INFO : EPOCH 10 - PROGRESS: at 5.26% examples, 224311 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:23,216 : INFO : EPOCH 10 - PROGRESS: at 5.37% examples, 224124 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:24,220 : INFO : EPOCH 10 - PROGRESS: at 5.50% examples, 224390 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:25,228 : INFO : EPOCH 10 - PROGRESS: at 5.62% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:26,249 : INFO : EPOCH 10 - PROGRESS: at 5.76% examples, 224355 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:27,284 : INFO : EPOCH 10 - PROGRESS: at 5.89% examples, 224456 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:28,307 : INFO : EPOCH 10 - PROGRESS: at 6.00% examples, 224538 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:29,375 : INFO : EPOCH 10 - PROGRESS: at 6.13% examples, 224265 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:30,397 : INFO : EPOCH 10 - PROGRESS: at 6.26% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:31,442 : INFO : EPOCH 10 - PROGRESS: at 6.39% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:32,471 : INFO : EPOCH 10 - PROGRESS: at 6.49% examples, 224359 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:33,494 : INFO : EPOCH 10 - PROGRESS: at 6.61% examples, 224409 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:34,516 : INFO : EPOCH 10 - PROGRESS: at 6.73% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:35,548 : INFO : EPOCH 10 - PROGRESS: at 6.85% examples, 224467 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:36,621 : INFO : EPOCH 10 - PROGRESS: at 6.97% examples, 224368 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:37,629 : INFO : EPOCH 10 - PROGRESS: at 7.10% examples, 224483 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:38,663 : INFO : EPOCH 10 - PROGRESS: at 7.24% examples, 224450 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:39,696 : INFO : EPOCH 10 - PROGRESS: at 7.37% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:40,701 : INFO : EPOCH 10 - PROGRESS: at 7.49% examples, 224347 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:41,710 : INFO : EPOCH 10 - PROGRESS: at 7.62% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:42,775 : INFO : EPOCH 10 - PROGRESS: at 7.74% examples, 224349 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:43,810 : INFO : EPOCH 10 - PROGRESS: at 7.87% examples, 224451 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:44,822 : INFO : EPOCH 10 - PROGRESS: at 7.98% examples, 224340 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:45,883 : INFO : EPOCH 10 - PROGRESS: at 8.10% examples, 224345 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:46,893 : INFO : EPOCH 10 - PROGRESS: at 8.22% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:47,925 : INFO : EPOCH 10 - PROGRESS: at 8.34% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:48,928 : INFO : EPOCH 10 - PROGRESS: at 8.45% examples, 224435 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:49,988 : INFO : EPOCH 10 - PROGRESS: at 8.60% examples, 224425 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:51,013 : INFO : EPOCH 10 - PROGRESS: at 8.72% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:52,026 : INFO : EPOCH 10 - PROGRESS: at 8.85% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:53,041 : INFO : EPOCH 10 - PROGRESS: at 8.95% examples, 224454 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:54,049 : INFO : EPOCH 10 - PROGRESS: at 9.07% examples, 224499 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:55,052 : INFO : EPOCH 10 - PROGRESS: at 9.20% examples, 224484 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:56,083 : INFO : EPOCH 10 - PROGRESS: at 9.34% examples, 224475 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:57,106 : INFO : EPOCH 10 - PROGRESS: at 9.46% examples, 224466 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:58,152 : INFO : EPOCH 10 - PROGRESS: at 9.57% examples, 224433 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:29:59,207 : INFO : EPOCH 10 - PROGRESS: at 9.69% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:00,233 : INFO : EPOCH 10 - PROGRESS: at 9.81% examples, 224448 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:01,255 : INFO : EPOCH 10 - PROGRESS: at 9.94% examples, 224484 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:02,285 : INFO : EPOCH 10 - PROGRESS: at 10.07% examples, 224491 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:03,325 : INFO : EPOCH 10 - PROGRESS: at 10.20% examples, 224477 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:04,355 : INFO : EPOCH 10 - PROGRESS: at 10.33% examples, 224429 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:05,398 : INFO : EPOCH 10 - PROGRESS: at 10.46% examples, 224466 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:06,461 : INFO : EPOCH 10 - PROGRESS: at 10.58% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:07,487 : INFO : EPOCH 10 - PROGRESS: at 10.72% examples, 224457 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:08,553 : INFO : EPOCH 10 - PROGRESS: at 10.83% examples, 224483 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:09,584 : INFO : EPOCH 10 - PROGRESS: at 10.95% examples, 224510 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:10,647 : INFO : EPOCH 10 - PROGRESS: at 11.09% examples, 224501 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:11,648 : INFO : EPOCH 10 - PROGRESS: at 11.20% examples, 224473 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:12,689 : INFO : EPOCH 10 - PROGRESS: at 11.33% examples, 224479 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:13,701 : INFO : EPOCH 10 - PROGRESS: at 11.46% examples, 224569 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:14,708 : INFO : EPOCH 10 - PROGRESS: at 11.56% examples, 224573 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:15,729 : INFO : EPOCH 10 - PROGRESS: at 11.67% examples, 224526 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:16,747 : INFO : EPOCH 10 - PROGRESS: at 11.81% examples, 224590 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:17,837 : INFO : EPOCH 10 - PROGRESS: at 11.96% examples, 224516 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:18,843 : INFO : EPOCH 10 - PROGRESS: at 12.08% examples, 224585 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:19,844 : INFO : EPOCH 10 - PROGRESS: at 12.22% examples, 224531 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:20,868 : INFO : EPOCH 10 - PROGRESS: at 12.34% examples, 224553 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:21,873 : INFO : EPOCH 10 - PROGRESS: at 12.45% examples, 224557 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:22,969 : INFO : EPOCH 10 - PROGRESS: at 12.57% examples, 224483 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:23,982 : INFO : EPOCH 10 - PROGRESS: at 12.69% examples, 224487 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:25,001 : INFO : EPOCH 10 - PROGRESS: at 12.83% examples, 224565 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:26,023 : INFO : EPOCH 10 - PROGRESS: at 12.96% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:27,077 : INFO : EPOCH 10 - PROGRESS: at 13.10% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:28,088 : INFO : EPOCH 10 - PROGRESS: at 13.23% examples, 224531 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:29,122 : INFO : EPOCH 10 - PROGRESS: at 13.37% examples, 224541 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:30,135 : INFO : EPOCH 10 - PROGRESS: at 13.48% examples, 224493 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:31,141 : INFO : EPOCH 10 - PROGRESS: at 13.62% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:32,156 : INFO : EPOCH 10 - PROGRESS: at 13.73% examples, 224475 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:33,161 : INFO : EPOCH 10 - PROGRESS: at 13.85% examples, 224522 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:34,208 : INFO : EPOCH 10 - PROGRESS: at 13.97% examples, 224481 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:35,312 : INFO : EPOCH 10 - PROGRESS: at 14.10% examples, 224444 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:36,358 : INFO : EPOCH 10 - PROGRESS: at 14.25% examples, 224501 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:37,428 : INFO : EPOCH 10 - PROGRESS: at 14.38% examples, 224491 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:38,497 : INFO : EPOCH 10 - PROGRESS: at 14.50% examples, 224470 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:39,510 : INFO : EPOCH 10 - PROGRESS: at 14.64% examples, 224523 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:40,551 : INFO : EPOCH 10 - PROGRESS: at 14.78% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:41,590 : INFO : EPOCH 10 - PROGRESS: at 14.91% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:42,619 : INFO : EPOCH 10 - PROGRESS: at 15.02% examples, 224529 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:43,626 : INFO : EPOCH 10 - PROGRESS: at 15.15% examples, 224579 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:44,631 : INFO : EPOCH 10 - PROGRESS: at 15.28% examples, 224597 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:45,654 : INFO : EPOCH 10 - PROGRESS: at 15.41% examples, 224546 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:30:46,683 : INFO : EPOCH 10 - PROGRESS: at 15.53% examples, 224576 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:47,699 : INFO : EPOCH 10 - PROGRESS: at 15.66% examples, 224573 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:48,721 : INFO : EPOCH 10 - PROGRESS: at 15.78% examples, 224491 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:49,746 : INFO : EPOCH 10 - PROGRESS: at 15.91% examples, 224547 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:50,765 : INFO : EPOCH 10 - PROGRESS: at 16.04% examples, 224532 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:51,812 : INFO : EPOCH 10 - PROGRESS: at 16.17% examples, 224498 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:52,817 : INFO : EPOCH 10 - PROGRESS: at 16.30% examples, 224581 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:53,870 : INFO : EPOCH 10 - PROGRESS: at 16.43% examples, 224547 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:54,915 : INFO : EPOCH 10 - PROGRESS: at 16.55% examples, 224532 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:55,939 : INFO : EPOCH 10 - PROGRESS: at 16.67% examples, 224553 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:56,940 : INFO : EPOCH 10 - PROGRESS: at 16.79% examples, 224603 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:58,008 : INFO : EPOCH 10 - PROGRESS: at 16.93% examples, 224524 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:30:59,039 : INFO : EPOCH 10 - PROGRESS: at 17.06% examples, 224589 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:00,058 : INFO : EPOCH 10 - PROGRESS: at 17.16% examples, 224595 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:01,077 : INFO : EPOCH 10 - PROGRESS: at 17.27% examples, 224561 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:02,083 : INFO : EPOCH 10 - PROGRESS: at 17.39% examples, 224562 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:03,116 : INFO : EPOCH 10 - PROGRESS: at 17.52% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:04,134 : INFO : EPOCH 10 - PROGRESS: at 17.62% examples, 224547 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:05,192 : INFO : EPOCH 10 - PROGRESS: at 17.77% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:06,252 : INFO : EPOCH 10 - PROGRESS: at 17.89% examples, 224549 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:07,295 : INFO : EPOCH 10 - PROGRESS: at 18.02% examples, 224556 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:08,315 : INFO : EPOCH 10 - PROGRESS: at 18.15% examples, 224577 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:09,333 : INFO : EPOCH 10 - PROGRESS: at 18.27% examples, 224515 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:10,433 : INFO : EPOCH 10 - PROGRESS: at 18.39% examples, 224524 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:11,464 : INFO : EPOCH 10 - PROGRESS: at 18.52% examples, 224570 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:12,477 : INFO : EPOCH 10 - PROGRESS: at 18.64% examples, 224556 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:13,499 : INFO : EPOCH 10 - PROGRESS: at 18.75% examples, 224568 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:14,529 : INFO : EPOCH 10 - PROGRESS: at 18.88% examples, 224556 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:15,540 : INFO : EPOCH 10 - PROGRESS: at 18.99% examples, 224602 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:16,563 : INFO : EPOCH 10 - PROGRESS: at 19.11% examples, 224568 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:17,599 : INFO : EPOCH 10 - PROGRESS: at 19.24% examples, 224588 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:18,645 : INFO : EPOCH 10 - PROGRESS: at 19.36% examples, 224582 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:19,691 : INFO : EPOCH 10 - PROGRESS: at 19.48% examples, 224536 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:20,707 : INFO : EPOCH 10 - PROGRESS: at 19.61% examples, 224550 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:21,708 : INFO : EPOCH 10 - PROGRESS: at 19.74% examples, 224628 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:22,710 : INFO : EPOCH 10 - PROGRESS: at 19.85% examples, 224590 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:23,749 : INFO : EPOCH 10 - PROGRESS: at 19.98% examples, 224579 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:24,752 : INFO : EPOCH 10 - PROGRESS: at 20.10% examples, 224613 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:25,755 : INFO : EPOCH 10 - PROGRESS: at 20.22% examples, 224573 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:26,776 : INFO : EPOCH 10 - PROGRESS: at 20.34% examples, 224574 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:27,792 : INFO : EPOCH 10 - PROGRESS: at 20.47% examples, 224605 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:28,843 : INFO : EPOCH 10 - PROGRESS: at 20.61% examples, 224599 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:29,853 : INFO : EPOCH 10 - PROGRESS: at 20.72% examples, 224630 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:30,870 : INFO : EPOCH 10 - PROGRESS: at 20.85% examples, 224665 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:31,923 : INFO : EPOCH 10 - PROGRESS: at 20.98% examples, 224595 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:32,925 : INFO : EPOCH 10 - PROGRESS: at 21.11% examples, 224650 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:33,933 : INFO : EPOCH 10 - PROGRESS: at 21.22% examples, 224580 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:34,936 : INFO : EPOCH 10 - PROGRESS: at 21.34% examples, 224615 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:35,968 : INFO : EPOCH 10 - PROGRESS: at 21.46% examples, 224631 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:37,048 : INFO : EPOCH 10 - PROGRESS: at 21.61% examples, 224556 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:38,053 : INFO : EPOCH 10 - PROGRESS: at 21.71% examples, 224639 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:39,101 : INFO : EPOCH 10 - PROGRESS: at 21.84% examples, 224628 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:40,120 : INFO : EPOCH 10 - PROGRESS: at 21.98% examples, 224631 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:41,137 : INFO : EPOCH 10 - PROGRESS: at 22.11% examples, 224637 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:42,152 : INFO : EPOCH 10 - PROGRESS: at 22.23% examples, 224631 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:43,171 : INFO : EPOCH 10 - PROGRESS: at 22.35% examples, 224634 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:44,205 : INFO : EPOCH 10 - PROGRESS: at 22.46% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:45,219 : INFO : EPOCH 10 - PROGRESS: at 22.57% examples, 224570 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:46,244 : INFO : EPOCH 10 - PROGRESS: at 22.68% examples, 224604 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:47,251 : INFO : EPOCH 10 - PROGRESS: at 22.81% examples, 224537 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:48,262 : INFO : EPOCH 10 - PROGRESS: at 22.93% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:49,276 : INFO : EPOCH 10 - PROGRESS: at 23.06% examples, 224550 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:50,311 : INFO : EPOCH 10 - PROGRESS: at 23.18% examples, 224495 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:51,347 : INFO : EPOCH 10 - PROGRESS: at 23.28% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:52,348 : INFO : EPOCH 10 - PROGRESS: at 23.40% examples, 224205 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:53,380 : INFO : EPOCH 10 - PROGRESS: at 23.51% examples, 224184 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:54,389 : INFO : EPOCH 10 - PROGRESS: at 23.63% examples, 224199 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:55,409 : INFO : EPOCH 10 - PROGRESS: at 23.77% examples, 224204 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:56,441 : INFO : EPOCH 10 - PROGRESS: at 23.90% examples, 224206 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:57,456 : INFO : EPOCH 10 - PROGRESS: at 24.03% examples, 224218 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:58,461 : INFO : EPOCH 10 - PROGRESS: at 24.14% examples, 224194 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:31:59,461 : INFO : EPOCH 10 - PROGRESS: at 24.27% examples, 224208 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:00,462 : INFO : EPOCH 10 - PROGRESS: at 24.38% examples, 224199 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:01,527 : INFO : EPOCH 10 - PROGRESS: at 24.51% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:02,542 : INFO : EPOCH 10 - PROGRESS: at 24.62% examples, 224222 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:03,557 : INFO : EPOCH 10 - PROGRESS: at 24.74% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:04,573 : INFO : EPOCH 10 - PROGRESS: at 24.85% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:05,576 : INFO : EPOCH 10 - PROGRESS: at 24.97% examples, 224196 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:06,606 : INFO : EPOCH 10 - PROGRESS: at 25.08% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:07,648 : INFO : EPOCH 10 - PROGRESS: at 25.21% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:08,681 : INFO : EPOCH 10 - PROGRESS: at 25.33% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:09,709 : INFO : EPOCH 10 - PROGRESS: at 25.45% examples, 224230 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:10,726 : INFO : EPOCH 10 - PROGRESS: at 25.58% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:11,745 : INFO : EPOCH 10 - PROGRESS: at 25.69% examples, 224237 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:12,752 : INFO : EPOCH 10 - PROGRESS: at 25.80% examples, 224240 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:13,777 : INFO : EPOCH 10 - PROGRESS: at 25.92% examples, 224244 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:14,787 : INFO : EPOCH 10 - PROGRESS: at 26.05% examples, 224279 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:15,815 : INFO : EPOCH 10 - PROGRESS: at 26.19% examples, 224247 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:16,826 : INFO : EPOCH 10 - PROGRESS: at 26.30% examples, 224249 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:17,870 : INFO : EPOCH 10 - PROGRESS: at 26.44% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:18,903 : INFO : EPOCH 10 - PROGRESS: at 26.58% examples, 224271 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:19,958 : INFO : EPOCH 10 - PROGRESS: at 26.71% examples, 224271 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:20,962 : INFO : EPOCH 10 - PROGRESS: at 26.85% examples, 224272 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:21,966 : INFO : EPOCH 10 - PROGRESS: at 26.97% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:22,990 : INFO : EPOCH 10 - PROGRESS: at 27.10% examples, 224281 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:23,990 : INFO : EPOCH 10 - PROGRESS: at 27.22% examples, 224321 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:25,026 : INFO : EPOCH 10 - PROGRESS: at 27.34% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:26,056 : INFO : EPOCH 10 - PROGRESS: at 27.46% examples, 224288 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:27,059 : INFO : EPOCH 10 - PROGRESS: at 27.59% examples, 224311 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:28,062 : INFO : EPOCH 10 - PROGRESS: at 27.72% examples, 224287 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:29,090 : INFO : EPOCH 10 - PROGRESS: at 27.86% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:30,105 : INFO : EPOCH 10 - PROGRESS: at 27.99% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:31,132 : INFO : EPOCH 10 - PROGRESS: at 28.13% examples, 224300 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:32,190 : INFO : EPOCH 10 - PROGRESS: at 28.25% examples, 224296 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:33,202 : INFO : EPOCH 10 - PROGRESS: at 28.37% examples, 224323 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:34,215 : INFO : EPOCH 10 - PROGRESS: at 28.49% examples, 224317 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:35,219 : INFO : EPOCH 10 - PROGRESS: at 28.62% examples, 224351 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:36,238 : INFO : EPOCH 10 - PROGRESS: at 28.76% examples, 224320 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:37,294 : INFO : EPOCH 10 - PROGRESS: at 28.88% examples, 224309 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:38,321 : INFO : EPOCH 10 - PROGRESS: at 29.02% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:39,368 : INFO : EPOCH 10 - PROGRESS: at 29.17% examples, 224327 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:40,416 : INFO : EPOCH 10 - PROGRESS: at 29.28% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:41,428 : INFO : EPOCH 10 - PROGRESS: at 29.40% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:42,431 : INFO : EPOCH 10 - PROGRESS: at 29.52% examples, 224348 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:43,463 : INFO : EPOCH 10 - PROGRESS: at 29.65% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:44,508 : INFO : EPOCH 10 - PROGRESS: at 29.74% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:45,571 : INFO : EPOCH 10 - PROGRESS: at 29.85% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:46,620 : INFO : EPOCH 10 - PROGRESS: at 29.97% examples, 224348 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:47,630 : INFO : EPOCH 10 - PROGRESS: at 30.08% examples, 224367 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:48,665 : INFO : EPOCH 10 - PROGRESS: at 30.21% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:49,678 : INFO : EPOCH 10 - PROGRESS: at 30.33% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:50,715 : INFO : EPOCH 10 - PROGRESS: at 30.43% examples, 224339 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:51,734 : INFO : EPOCH 10 - PROGRESS: at 30.55% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:52,769 : INFO : EPOCH 10 - PROGRESS: at 30.69% examples, 224349 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:53,811 : INFO : EPOCH 10 - PROGRESS: at 30.81% examples, 224343 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:54,852 : INFO : EPOCH 10 - PROGRESS: at 30.95% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:55,856 : INFO : EPOCH 10 - PROGRESS: at 31.07% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:56,869 : INFO : EPOCH 10 - PROGRESS: at 31.19% examples, 224374 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:57,926 : INFO : EPOCH 10 - PROGRESS: at 31.31% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:58,950 : INFO : EPOCH 10 - PROGRESS: at 31.43% examples, 224349 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:32:59,966 : INFO : EPOCH 10 - PROGRESS: at 31.57% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:00,977 : INFO : EPOCH 10 - PROGRESS: at 31.68% examples, 224365 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:01,989 : INFO : EPOCH 10 - PROGRESS: at 31.81% examples, 224360 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:03,023 : INFO : EPOCH 10 - PROGRESS: at 31.91% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:04,025 : INFO : EPOCH 10 - PROGRESS: at 32.02% examples, 224337 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:05,048 : INFO : EPOCH 10 - PROGRESS: at 32.12% examples, 224350 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:06,121 : INFO : EPOCH 10 - PROGRESS: at 32.24% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:07,121 : INFO : EPOCH 10 - PROGRESS: at 32.37% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:08,134 : INFO : EPOCH 10 - PROGRESS: at 32.48% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:09,156 : INFO : EPOCH 10 - PROGRESS: at 32.59% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:10,183 : INFO : EPOCH 10 - PROGRESS: at 32.71% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:11,188 : INFO : EPOCH 10 - PROGRESS: at 32.84% examples, 224354 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:12,249 : INFO : EPOCH 10 - PROGRESS: at 32.97% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:13,264 : INFO : EPOCH 10 - PROGRESS: at 33.11% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:14,326 : INFO : EPOCH 10 - PROGRESS: at 33.24% examples, 224370 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:15,375 : INFO : EPOCH 10 - PROGRESS: at 33.37% examples, 224372 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:16,378 : INFO : EPOCH 10 - PROGRESS: at 33.48% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:17,415 : INFO : EPOCH 10 - PROGRESS: at 33.61% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:18,457 : INFO : EPOCH 10 - PROGRESS: at 33.72% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:19,479 : INFO : EPOCH 10 - PROGRESS: at 33.86% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:20,480 : INFO : EPOCH 10 - PROGRESS: at 33.99% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:21,519 : INFO : EPOCH 10 - PROGRESS: at 34.11% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:22,523 : INFO : EPOCH 10 - PROGRESS: at 34.22% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:23,569 : INFO : EPOCH 10 - PROGRESS: at 34.34% examples, 224381 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:24,576 : INFO : EPOCH 10 - PROGRESS: at 34.47% examples, 224381 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:25,610 : INFO : EPOCH 10 - PROGRESS: at 34.59% examples, 224391 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:26,694 : INFO : EPOCH 10 - PROGRESS: at 34.71% examples, 224374 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:27,702 : INFO : EPOCH 10 - PROGRESS: at 34.85% examples, 224421 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:28,707 : INFO : EPOCH 10 - PROGRESS: at 34.99% examples, 224385 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:29,748 : INFO : EPOCH 10 - PROGRESS: at 35.10% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:30,819 : INFO : EPOCH 10 - PROGRESS: at 35.22% examples, 224391 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:31,858 : INFO : EPOCH 10 - PROGRESS: at 35.36% examples, 224393 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:32,867 : INFO : EPOCH 10 - PROGRESS: at 35.47% examples, 224410 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:33,893 : INFO : EPOCH 10 - PROGRESS: at 35.60% examples, 224408 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:34,956 : INFO : EPOCH 10 - PROGRESS: at 35.71% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:35,966 : INFO : EPOCH 10 - PROGRESS: at 35.83% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:36,989 : INFO : EPOCH 10 - PROGRESS: at 35.94% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:38,028 : INFO : EPOCH 10 - PROGRESS: at 36.07% examples, 224410 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:39,044 : INFO : EPOCH 10 - PROGRESS: at 36.20% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:40,068 : INFO : EPOCH 10 - PROGRESS: at 36.32% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:41,076 : INFO : EPOCH 10 - PROGRESS: at 36.43% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:42,116 : INFO : EPOCH 10 - PROGRESS: at 36.55% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:43,151 : INFO : EPOCH 10 - PROGRESS: at 36.66% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:44,176 : INFO : EPOCH 10 - PROGRESS: at 36.78% examples, 224427 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:45,181 : INFO : EPOCH 10 - PROGRESS: at 36.89% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:46,185 : INFO : EPOCH 10 - PROGRESS: at 37.01% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:47,226 : INFO : EPOCH 10 - PROGRESS: at 37.13% examples, 224408 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:48,257 : INFO : EPOCH 10 - PROGRESS: at 37.26% examples, 224425 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:49,269 : INFO : EPOCH 10 - PROGRESS: at 37.38% examples, 224416 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:50,344 : INFO : EPOCH 10 - PROGRESS: at 37.53% examples, 224424 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:51,382 : INFO : EPOCH 10 - PROGRESS: at 37.65% examples, 224425 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:52,469 : INFO : EPOCH 10 - PROGRESS: at 37.78% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:53,541 : INFO : EPOCH 10 - PROGRESS: at 37.92% examples, 224420 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:54,557 : INFO : EPOCH 10 - PROGRESS: at 38.03% examples, 224438 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:55,562 : INFO : EPOCH 10 - PROGRESS: at 38.17% examples, 224450 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:56,588 : INFO : EPOCH 10 - PROGRESS: at 38.27% examples, 224439 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:57,604 : INFO : EPOCH 10 - PROGRESS: at 38.38% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:58,627 : INFO : EPOCH 10 - PROGRESS: at 38.51% examples, 224456 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:33:59,645 : INFO : EPOCH 10 - PROGRESS: at 38.63% examples, 224465 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:00,676 : INFO : EPOCH 10 - PROGRESS: at 38.75% examples, 224448 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:01,677 : INFO : EPOCH 10 - PROGRESS: at 38.85% examples, 224450 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:02,688 : INFO : EPOCH 10 - PROGRESS: at 39.00% examples, 224472 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:03,763 : INFO : EPOCH 10 - PROGRESS: at 39.13% examples, 224433 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:04,766 : INFO : EPOCH 10 - PROGRESS: at 39.24% examples, 224431 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:05,809 : INFO : EPOCH 10 - PROGRESS: at 39.37% examples, 224449 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:06,813 : INFO : EPOCH 10 - PROGRESS: at 39.47% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:07,840 : INFO : EPOCH 10 - PROGRESS: at 39.61% examples, 224445 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:08,868 : INFO : EPOCH 10 - PROGRESS: at 39.73% examples, 224468 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:09,931 : INFO : EPOCH 10 - PROGRESS: at 39.87% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:10,933 : INFO : EPOCH 10 - PROGRESS: at 39.98% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:11,945 : INFO : EPOCH 10 - PROGRESS: at 40.09% examples, 224457 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:12,991 : INFO : EPOCH 10 - PROGRESS: at 40.22% examples, 224445 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:14,033 : INFO : EPOCH 10 - PROGRESS: at 40.33% examples, 224463 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:15,044 : INFO : EPOCH 10 - PROGRESS: at 40.46% examples, 224467 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:16,103 : INFO : EPOCH 10 - PROGRESS: at 40.58% examples, 224466 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:17,154 : INFO : EPOCH 10 - PROGRESS: at 40.71% examples, 224457 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:18,207 : INFO : EPOCH 10 - PROGRESS: at 40.84% examples, 224457 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:19,246 : INFO : EPOCH 10 - PROGRESS: at 40.97% examples, 224469 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:20,290 : INFO : EPOCH 10 - PROGRESS: at 41.09% examples, 224473 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:21,332 : INFO : EPOCH 10 - PROGRESS: at 41.22% examples, 224468 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:22,350 : INFO : EPOCH 10 - PROGRESS: at 41.34% examples, 224493 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:23,408 : INFO : EPOCH 10 - PROGRESS: at 41.44% examples, 224469 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:24,429 : INFO : EPOCH 10 - PROGRESS: at 41.55% examples, 224478 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:25,449 : INFO : EPOCH 10 - PROGRESS: at 41.67% examples, 224476 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:26,482 : INFO : EPOCH 10 - PROGRESS: at 41.80% examples, 224469 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:27,492 : INFO : EPOCH 10 - PROGRESS: at 41.92% examples, 224488 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:28,509 : INFO : EPOCH 10 - PROGRESS: at 42.04% examples, 224482 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:29,520 : INFO : EPOCH 10 - PROGRESS: at 42.16% examples, 224482 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:30,554 : INFO : EPOCH 10 - PROGRESS: at 42.29% examples, 224484 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:31,567 : INFO : EPOCH 10 - PROGRESS: at 42.43% examples, 224485 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:32,583 : INFO : EPOCH 10 - PROGRESS: at 42.55% examples, 224490 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:33,588 : INFO : EPOCH 10 - PROGRESS: at 42.68% examples, 224515 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:34,598 : INFO : EPOCH 10 - PROGRESS: at 42.79% examples, 224477 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:35,613 : INFO : EPOCH 10 - PROGRESS: at 42.91% examples, 224499 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:36,615 : INFO : EPOCH 10 - PROGRESS: at 43.03% examples, 224482 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:37,676 : INFO : EPOCH 10 - PROGRESS: at 43.15% examples, 224478 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:38,705 : INFO : EPOCH 10 - PROGRESS: at 43.27% examples, 224501 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:39,706 : INFO : EPOCH 10 - PROGRESS: at 43.39% examples, 224503 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:40,726 : INFO : EPOCH 10 - PROGRESS: at 43.52% examples, 224506 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:41,761 : INFO : EPOCH 10 - PROGRESS: at 43.64% examples, 224505 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:42,801 : INFO : EPOCH 10 - PROGRESS: at 43.75% examples, 224496 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:43,818 : INFO : EPOCH 10 - PROGRESS: at 43.89% examples, 224499 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:44,853 : INFO : EPOCH 10 - PROGRESS: at 44.00% examples, 224485 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:45,906 : INFO : EPOCH 10 - PROGRESS: at 44.13% examples, 224493 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:46,926 : INFO : EPOCH 10 - PROGRESS: at 44.27% examples, 224503 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:47,953 : INFO : EPOCH 10 - PROGRESS: at 44.39% examples, 224500 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:48,971 : INFO : EPOCH 10 - PROGRESS: at 44.51% examples, 224497 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:49,993 : INFO : EPOCH 10 - PROGRESS: at 44.64% examples, 224497 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:50,994 : INFO : EPOCH 10 - PROGRESS: at 44.76% examples, 224515 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:52,010 : INFO : EPOCH 10 - PROGRESS: at 44.91% examples, 224517 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:53,019 : INFO : EPOCH 10 - PROGRESS: at 45.02% examples, 224525 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:54,068 : INFO : EPOCH 10 - PROGRESS: at 45.15% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:55,083 : INFO : EPOCH 10 - PROGRESS: at 45.27% examples, 224506 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:56,108 : INFO : EPOCH 10 - PROGRESS: at 45.39% examples, 224523 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:57,145 : INFO : EPOCH 10 - PROGRESS: at 45.52% examples, 224513 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:58,157 : INFO : EPOCH 10 - PROGRESS: at 45.63% examples, 224529 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:34:59,166 : INFO : EPOCH 10 - PROGRESS: at 45.74% examples, 224530 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:00,270 : INFO : EPOCH 10 - PROGRESS: at 45.88% examples, 224498 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:01,321 : INFO : EPOCH 10 - PROGRESS: at 45.99% examples, 224512 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:02,364 : INFO : EPOCH 10 - PROGRESS: at 46.11% examples, 224520 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:03,371 : INFO : EPOCH 10 - PROGRESS: at 46.23% examples, 224517 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:04,391 : INFO : EPOCH 10 - PROGRESS: at 46.33% examples, 224506 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:05,406 : INFO : EPOCH 10 - PROGRESS: at 46.46% examples, 224523 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:06,414 : INFO : EPOCH 10 - PROGRESS: at 46.59% examples, 224527 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:07,414 : INFO : EPOCH 10 - PROGRESS: at 46.72% examples, 224537 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:08,428 : INFO : EPOCH 10 - PROGRESS: at 46.83% examples, 224541 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:09,455 : INFO : EPOCH 10 - PROGRESS: at 46.94% examples, 224516 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:10,456 : INFO : EPOCH 10 - PROGRESS: at 47.05% examples, 224525 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:11,456 : INFO : EPOCH 10 - PROGRESS: at 47.17% examples, 224529 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:12,481 : INFO : EPOCH 10 - PROGRESS: at 47.29% examples, 224517 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:13,488 : INFO : EPOCH 10 - PROGRESS: at 47.41% examples, 224528 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:14,531 : INFO : EPOCH 10 - PROGRESS: at 47.53% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:15,578 : INFO : EPOCH 10 - PROGRESS: at 47.66% examples, 224514 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:16,579 : INFO : EPOCH 10 - PROGRESS: at 47.81% examples, 224532 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:17,579 : INFO : EPOCH 10 - PROGRESS: at 47.93% examples, 224529 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:18,622 : INFO : EPOCH 10 - PROGRESS: at 48.06% examples, 224524 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:19,653 : INFO : EPOCH 10 - PROGRESS: at 48.19% examples, 224520 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:20,656 : INFO : EPOCH 10 - PROGRESS: at 48.32% examples, 224539 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:21,662 : INFO : EPOCH 10 - PROGRESS: at 48.47% examples, 224533 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:22,677 : INFO : EPOCH 10 - PROGRESS: at 48.59% examples, 224545 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:23,707 : INFO : EPOCH 10 - PROGRESS: at 48.72% examples, 224530 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:24,744 : INFO : EPOCH 10 - PROGRESS: at 48.83% examples, 224530 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:25,781 : INFO : EPOCH 10 - PROGRESS: at 48.95% examples, 224522 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:26,786 : INFO : EPOCH 10 - PROGRESS: at 49.09% examples, 224550 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:27,798 : INFO : EPOCH 10 - PROGRESS: at 49.21% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:28,846 : INFO : EPOCH 10 - PROGRESS: at 49.32% examples, 224528 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:29,866 : INFO : EPOCH 10 - PROGRESS: at 49.46% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:30,896 : INFO : EPOCH 10 - PROGRESS: at 49.58% examples, 224532 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:31,916 : INFO : EPOCH 10 - PROGRESS: at 49.69% examples, 224530 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:32,939 : INFO : EPOCH 10 - PROGRESS: at 49.82% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:33,947 : INFO : EPOCH 10 - PROGRESS: at 49.95% examples, 224542 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:35,016 : INFO : EPOCH 10 - PROGRESS: at 50.07% examples, 224526 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:36,021 : INFO : EPOCH 10 - PROGRESS: at 50.18% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:37,058 : INFO : EPOCH 10 - PROGRESS: at 50.30% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:38,073 : INFO : EPOCH 10 - PROGRESS: at 50.42% examples, 224517 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:39,077 : INFO : EPOCH 10 - PROGRESS: at 50.54% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:40,085 : INFO : EPOCH 10 - PROGRESS: at 50.67% examples, 224537 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:41,133 : INFO : EPOCH 10 - PROGRESS: at 50.81% examples, 224535 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:42,182 : INFO : EPOCH 10 - PROGRESS: at 50.94% examples, 224533 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:43,187 : INFO : EPOCH 10 - PROGRESS: at 51.06% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:44,199 : INFO : EPOCH 10 - PROGRESS: at 51.17% examples, 224531 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:45,231 : INFO : EPOCH 10 - PROGRESS: at 51.32% examples, 224536 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:46,260 : INFO : EPOCH 10 - PROGRESS: at 51.44% examples, 224517 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:47,264 : INFO : EPOCH 10 - PROGRESS: at 51.57% examples, 224515 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:48,271 : INFO : EPOCH 10 - PROGRESS: at 51.70% examples, 224532 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:49,274 : INFO : EPOCH 10 - PROGRESS: at 51.81% examples, 224529 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:50,290 : INFO : EPOCH 10 - PROGRESS: at 51.93% examples, 224525 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:51,305 : INFO : EPOCH 10 - PROGRESS: at 52.05% examples, 224525 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:52,344 : INFO : EPOCH 10 - PROGRESS: at 52.18% examples, 224530 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:53,351 : INFO : EPOCH 10 - PROGRESS: at 52.31% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:54,369 : INFO : EPOCH 10 - PROGRESS: at 52.42% examples, 224538 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:55,389 : INFO : EPOCH 10 - PROGRESS: at 52.54% examples, 224547 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:56,411 : INFO : EPOCH 10 - PROGRESS: at 52.65% examples, 224536 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:57,421 : INFO : EPOCH 10 - PROGRESS: at 52.78% examples, 224530 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:58,422 : INFO : EPOCH 10 - PROGRESS: at 52.91% examples, 224551 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:35:59,441 : INFO : EPOCH 10 - PROGRESS: at 53.03% examples, 224537 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:00,451 : INFO : EPOCH 10 - PROGRESS: at 53.15% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:01,499 : INFO : EPOCH 10 - PROGRESS: at 53.25% examples, 224526 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:02,513 : INFO : EPOCH 10 - PROGRESS: at 53.37% examples, 224536 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:03,552 : INFO : EPOCH 10 - PROGRESS: at 53.52% examples, 224536 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:04,561 : INFO : EPOCH 10 - PROGRESS: at 53.63% examples, 224537 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:36:05,561 : INFO : EPOCH 10 - PROGRESS: at 53.74% examples, 224541 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:06,567 : INFO : EPOCH 10 - PROGRESS: at 53.86% examples, 224535 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:07,601 : INFO : EPOCH 10 - PROGRESS: at 53.99% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:08,639 : INFO : EPOCH 10 - PROGRESS: at 54.12% examples, 224533 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:36:09,640 : INFO : EPOCH 10 - PROGRESS: at 54.20% examples, 224541 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:10,749 : INFO : EPOCH 10 - PROGRESS: at 54.33% examples, 224522 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:11,774 : INFO : EPOCH 10 - PROGRESS: at 54.46% examples, 224545 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:12,790 : INFO : EPOCH 10 - PROGRESS: at 54.57% examples, 224542 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:13,814 : INFO : EPOCH 10 - PROGRESS: at 54.69% examples, 224555 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:14,891 : INFO : EPOCH 10 - PROGRESS: at 54.80% examples, 224517 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:36:15,913 : INFO : EPOCH 10 - PROGRESS: at 54.93% examples, 224535 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:16,917 : INFO : EPOCH 10 - PROGRESS: at 55.05% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:17,947 : INFO : EPOCH 10 - PROGRESS: at 55.19% examples, 224522 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:18,947 : INFO : EPOCH 10 - PROGRESS: at 55.31% examples, 224513 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:19,973 : INFO : EPOCH 10 - PROGRESS: at 55.43% examples, 224506 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:20,988 : INFO : EPOCH 10 - PROGRESS: at 55.55% examples, 224510 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:22,011 : INFO : EPOCH 10 - PROGRESS: at 55.65% examples, 224498 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:23,021 : INFO : EPOCH 10 - PROGRESS: at 55.77% examples, 224499 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:24,024 : INFO : EPOCH 10 - PROGRESS: at 55.88% examples, 224505 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:25,048 : INFO : EPOCH 10 - PROGRESS: at 56.01% examples, 224429 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:26,065 : INFO : EPOCH 10 - PROGRESS: at 56.11% examples, 224348 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:27,079 : INFO : EPOCH 10 - PROGRESS: at 56.24% examples, 224355 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:28,101 : INFO : EPOCH 10 - PROGRESS: at 56.34% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:29,133 : INFO : EPOCH 10 - PROGRESS: at 56.47% examples, 224359 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:30,176 : INFO : EPOCH 10 - PROGRESS: at 56.59% examples, 224347 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:31,182 : INFO : EPOCH 10 - PROGRESS: at 56.72% examples, 224368 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:32,240 : INFO : EPOCH 10 - PROGRESS: at 56.84% examples, 224343 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:33,268 : INFO : EPOCH 10 - PROGRESS: at 56.97% examples, 224359 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:34,272 : INFO : EPOCH 10 - PROGRESS: at 57.09% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:35,280 : INFO : EPOCH 10 - PROGRESS: at 57.21% examples, 224347 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:36,286 : INFO : EPOCH 10 - PROGRESS: at 57.32% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:37,315 : INFO : EPOCH 10 - PROGRESS: at 57.44% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:38,380 : INFO : EPOCH 10 - PROGRESS: at 57.57% examples, 224348 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:39,393 : INFO : EPOCH 10 - PROGRESS: at 57.70% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:40,423 : INFO : EPOCH 10 - PROGRESS: at 57.83% examples, 224365 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:41,493 : INFO : EPOCH 10 - PROGRESS: at 57.94% examples, 224359 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:42,538 : INFO : EPOCH 10 - PROGRESS: at 58.06% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:43,547 : INFO : EPOCH 10 - PROGRESS: at 58.20% examples, 224368 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:44,551 : INFO : EPOCH 10 - PROGRESS: at 58.34% examples, 224369 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:45,615 : INFO : EPOCH 10 - PROGRESS: at 58.46% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:46,655 : INFO : EPOCH 10 - PROGRESS: at 58.58% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:47,682 : INFO : EPOCH 10 - PROGRESS: at 58.71% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:48,685 : INFO : EPOCH 10 - PROGRESS: at 58.83% examples, 224378 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:49,689 : INFO : EPOCH 10 - PROGRESS: at 58.95% examples, 224393 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:50,701 : INFO : EPOCH 10 - PROGRESS: at 59.09% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:51,720 : INFO : EPOCH 10 - PROGRESS: at 59.22% examples, 224378 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:52,788 : INFO : EPOCH 10 - PROGRESS: at 59.35% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:53,798 : INFO : EPOCH 10 - PROGRESS: at 59.48% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:54,802 : INFO : EPOCH 10 - PROGRESS: at 59.60% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:55,807 : INFO : EPOCH 10 - PROGRESS: at 59.75% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:56,814 : INFO : EPOCH 10 - PROGRESS: at 59.87% examples, 224385 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:57,837 : INFO : EPOCH 10 - PROGRESS: at 59.99% examples, 224385 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:58,845 : INFO : EPOCH 10 - PROGRESS: at 60.11% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:36:59,855 : INFO : EPOCH 10 - PROGRESS: at 60.25% examples, 224394 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:00,910 : INFO : EPOCH 10 - PROGRESS: at 60.36% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:01,945 : INFO : EPOCH 10 - PROGRESS: at 60.49% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:02,972 : INFO : EPOCH 10 - PROGRESS: at 60.61% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:04,000 : INFO : EPOCH 10 - PROGRESS: at 60.73% examples, 224385 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:05,072 : INFO : EPOCH 10 - PROGRESS: at 60.88% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:06,079 : INFO : EPOCH 10 - PROGRESS: at 61.00% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:07,111 : INFO : EPOCH 10 - PROGRESS: at 61.13% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:08,181 : INFO : EPOCH 10 - PROGRESS: at 61.26% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:09,201 : INFO : EPOCH 10 - PROGRESS: at 61.39% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:10,241 : INFO : EPOCH 10 - PROGRESS: at 61.52% examples, 224394 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:11,243 : INFO : EPOCH 10 - PROGRESS: at 61.64% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:12,246 : INFO : EPOCH 10 - PROGRESS: at 61.75% examples, 224425 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:13,248 : INFO : EPOCH 10 - PROGRESS: at 61.87% examples, 224416 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:14,257 : INFO : EPOCH 10 - PROGRESS: at 61.99% examples, 224416 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:15,287 : INFO : EPOCH 10 - PROGRESS: at 62.11% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:16,297 : INFO : EPOCH 10 - PROGRESS: at 62.23% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:17,338 : INFO : EPOCH 10 - PROGRESS: at 62.36% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:18,338 : INFO : EPOCH 10 - PROGRESS: at 62.49% examples, 224413 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:19,342 : INFO : EPOCH 10 - PROGRESS: at 62.61% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:20,363 : INFO : EPOCH 10 - PROGRESS: at 62.72% examples, 224415 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:21,379 : INFO : EPOCH 10 - PROGRESS: at 62.82% examples, 224413 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:22,384 : INFO : EPOCH 10 - PROGRESS: at 62.95% examples, 224419 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:23,403 : INFO : EPOCH 10 - PROGRESS: at 63.06% examples, 224411 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:24,406 : INFO : EPOCH 10 - PROGRESS: at 63.19% examples, 224420 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:25,452 : INFO : EPOCH 10 - PROGRESS: at 63.30% examples, 224410 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:26,489 : INFO : EPOCH 10 - PROGRESS: at 63.43% examples, 224423 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:27,553 : INFO : EPOCH 10 - PROGRESS: at 63.54% examples, 224408 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:28,567 : INFO : EPOCH 10 - PROGRESS: at 63.67% examples, 224423 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:29,580 : INFO : EPOCH 10 - PROGRESS: at 63.81% examples, 224418 words/s, in_qsize 8, out_qsize 1
2020-07-16 15:37:30,622 : INFO : EPOCH 10 - PROGRESS: at 63.93% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:31,629 : INFO : EPOCH 10 - PROGRESS: at 64.07% examples, 224431 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:32,705 : INFO : EPOCH 10 - PROGRESS: at 64.19% examples, 224426 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:33,719 : INFO : EPOCH 10 - PROGRESS: at 64.31% examples, 224422 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:34,720 : INFO : EPOCH 10 - PROGRESS: at 64.45% examples, 224431 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:35,739 : INFO : EPOCH 10 - PROGRESS: at 64.58% examples, 224436 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:36,747 : INFO : EPOCH 10 - PROGRESS: at 64.71% examples, 224433 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:37,748 : INFO : EPOCH 10 - PROGRESS: at 64.83% examples, 224438 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:38,752 : INFO : EPOCH 10 - PROGRESS: at 64.94% examples, 224424 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:39,832 : INFO : EPOCH 10 - PROGRESS: at 65.09% examples, 224423 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:40,833 : INFO : EPOCH 10 - PROGRESS: at 65.21% examples, 224425 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:41,871 : INFO : EPOCH 10 - PROGRESS: at 65.32% examples, 224425 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:42,883 : INFO : EPOCH 10 - PROGRESS: at 65.46% examples, 224438 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:43,896 : INFO : EPOCH 10 - PROGRESS: at 65.61% examples, 224426 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:44,916 : INFO : EPOCH 10 - PROGRESS: at 65.73% examples, 224431 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:45,941 : INFO : EPOCH 10 - PROGRESS: at 65.85% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:46,947 : INFO : EPOCH 10 - PROGRESS: at 65.97% examples, 224442 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:47,979 : INFO : EPOCH 10 - PROGRESS: at 66.08% examples, 224436 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:49,049 : INFO : EPOCH 10 - PROGRESS: at 66.20% examples, 224426 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:50,061 : INFO : EPOCH 10 - PROGRESS: at 66.34% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:51,092 : INFO : EPOCH 10 - PROGRESS: at 66.46% examples, 224439 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:52,106 : INFO : EPOCH 10 - PROGRESS: at 66.58% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:53,107 : INFO : EPOCH 10 - PROGRESS: at 66.72% examples, 224439 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:54,118 : INFO : EPOCH 10 - PROGRESS: at 66.84% examples, 224453 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:55,148 : INFO : EPOCH 10 - PROGRESS: at 66.98% examples, 224450 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:56,195 : INFO : EPOCH 10 - PROGRESS: at 67.10% examples, 224435 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:57,195 : INFO : EPOCH 10 - PROGRESS: at 67.23% examples, 224439 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:58,233 : INFO : EPOCH 10 - PROGRESS: at 67.36% examples, 224442 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:37:59,264 : INFO : EPOCH 10 - PROGRESS: at 67.48% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:00,277 : INFO : EPOCH 10 - PROGRESS: at 67.62% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:01,291 : INFO : EPOCH 10 - PROGRESS: at 67.75% examples, 224438 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:02,324 : INFO : EPOCH 10 - PROGRESS: at 67.88% examples, 224444 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:03,335 : INFO : EPOCH 10 - PROGRESS: at 68.01% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:04,362 : INFO : EPOCH 10 - PROGRESS: at 68.13% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:05,408 : INFO : EPOCH 10 - PROGRESS: at 68.25% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:06,413 : INFO : EPOCH 10 - PROGRESS: at 68.40% examples, 224453 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:07,448 : INFO : EPOCH 10 - PROGRESS: at 68.51% examples, 224437 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:08,473 : INFO : EPOCH 10 - PROGRESS: at 68.65% examples, 224450 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:09,514 : INFO : EPOCH 10 - PROGRESS: at 68.77% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:10,531 : INFO : EPOCH 10 - PROGRESS: at 68.89% examples, 224459 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:11,535 : INFO : EPOCH 10 - PROGRESS: at 68.99% examples, 224456 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:12,550 : INFO : EPOCH 10 - PROGRESS: at 69.11% examples, 224461 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:13,626 : INFO : EPOCH 10 - PROGRESS: at 69.25% examples, 224449 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:14,632 : INFO : EPOCH 10 - PROGRESS: at 69.37% examples, 224445 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:15,642 : INFO : EPOCH 10 - PROGRESS: at 69.50% examples, 224459 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:16,666 : INFO : EPOCH 10 - PROGRESS: at 69.63% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:17,697 : INFO : EPOCH 10 - PROGRESS: at 69.77% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:18,704 : INFO : EPOCH 10 - PROGRESS: at 69.89% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:19,747 : INFO : EPOCH 10 - PROGRESS: at 70.02% examples, 224450 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:20,771 : INFO : EPOCH 10 - PROGRESS: at 70.15% examples, 224454 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:21,822 : INFO : EPOCH 10 - PROGRESS: at 70.28% examples, 224435 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:22,849 : INFO : EPOCH 10 - PROGRESS: at 70.40% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:23,907 : INFO : EPOCH 10 - PROGRESS: at 70.53% examples, 224438 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:24,913 : INFO : EPOCH 10 - PROGRESS: at 70.66% examples, 224450 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:25,919 : INFO : EPOCH 10 - PROGRESS: at 70.78% examples, 224458 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:26,977 : INFO : EPOCH 10 - PROGRESS: at 70.89% examples, 224437 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:28,017 : INFO : EPOCH 10 - PROGRESS: at 71.02% examples, 224442 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:29,021 : INFO : EPOCH 10 - PROGRESS: at 71.14% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:30,058 : INFO : EPOCH 10 - PROGRESS: at 71.27% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:31,072 : INFO : EPOCH 10 - PROGRESS: at 71.40% examples, 224448 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:32,118 : INFO : EPOCH 10 - PROGRESS: at 71.53% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:33,157 : INFO : EPOCH 10 - PROGRESS: at 71.66% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:34,216 : INFO : EPOCH 10 - PROGRESS: at 71.78% examples, 224439 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:35,228 : INFO : EPOCH 10 - PROGRESS: at 71.90% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:36,253 : INFO : EPOCH 10 - PROGRESS: at 72.04% examples, 224447 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:37,340 : INFO : EPOCH 10 - PROGRESS: at 72.16% examples, 224423 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:38,346 : INFO : EPOCH 10 - PROGRESS: at 72.26% examples, 224436 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:39,385 : INFO : EPOCH 10 - PROGRESS: at 72.39% examples, 224439 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:40,390 : INFO : EPOCH 10 - PROGRESS: at 72.52% examples, 224448 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:41,492 : INFO : EPOCH 10 - PROGRESS: at 72.64% examples, 224421 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:42,495 : INFO : EPOCH 10 - PROGRESS: at 72.77% examples, 224437 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:43,512 : INFO : EPOCH 10 - PROGRESS: at 72.88% examples, 224429 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:44,515 : INFO : EPOCH 10 - PROGRESS: at 73.01% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:45,521 : INFO : EPOCH 10 - PROGRESS: at 73.14% examples, 224436 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:46,531 : INFO : EPOCH 10 - PROGRESS: at 73.27% examples, 224447 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:47,564 : INFO : EPOCH 10 - PROGRESS: at 73.39% examples, 224436 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:48,633 : INFO : EPOCH 10 - PROGRESS: at 73.51% examples, 224426 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:49,665 : INFO : EPOCH 10 - PROGRESS: at 73.63% examples, 224433 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:50,697 : INFO : EPOCH 10 - PROGRESS: at 73.75% examples, 224435 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:51,709 : INFO : EPOCH 10 - PROGRESS: at 73.87% examples, 224438 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:52,715 : INFO : EPOCH 10 - PROGRESS: at 74.00% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:53,726 : INFO : EPOCH 10 - PROGRESS: at 74.13% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:54,761 : INFO : EPOCH 10 - PROGRESS: at 74.24% examples, 224444 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:55,808 : INFO : EPOCH 10 - PROGRESS: at 74.35% examples, 224439 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:56,825 : INFO : EPOCH 10 - PROGRESS: at 74.46% examples, 224444 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:57,830 : INFO : EPOCH 10 - PROGRESS: at 74.57% examples, 224447 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:58,891 : INFO : EPOCH 10 - PROGRESS: at 74.71% examples, 224442 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:38:59,960 : INFO : EPOCH 10 - PROGRESS: at 74.85% examples, 224439 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:01,036 : INFO : EPOCH 10 - PROGRESS: at 74.97% examples, 224435 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:02,050 : INFO : EPOCH 10 - PROGRESS: at 75.10% examples, 224444 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:03,095 : INFO : EPOCH 10 - PROGRESS: at 75.21% examples, 224445 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:04,102 : INFO : EPOCH 10 - PROGRESS: at 75.35% examples, 224449 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:05,171 : INFO : EPOCH 10 - PROGRESS: at 75.48% examples, 224433 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:06,203 : INFO : EPOCH 10 - PROGRESS: at 75.61% examples, 224431 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:07,211 : INFO : EPOCH 10 - PROGRESS: at 75.75% examples, 224453 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:08,218 : INFO : EPOCH 10 - PROGRESS: at 75.88% examples, 224447 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:09,220 : INFO : EPOCH 10 - PROGRESS: at 75.99% examples, 224450 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:10,261 : INFO : EPOCH 10 - PROGRESS: at 76.11% examples, 224447 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:11,264 : INFO : EPOCH 10 - PROGRESS: at 76.23% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:12,308 : INFO : EPOCH 10 - PROGRESS: at 76.35% examples, 224447 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:13,325 : INFO : EPOCH 10 - PROGRESS: at 76.46% examples, 224450 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:14,357 : INFO : EPOCH 10 - PROGRESS: at 76.58% examples, 224442 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:15,375 : INFO : EPOCH 10 - PROGRESS: at 76.71% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:16,428 : INFO : EPOCH 10 - PROGRESS: at 76.82% examples, 224437 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:17,473 : INFO : EPOCH 10 - PROGRESS: at 76.95% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:18,483 : INFO : EPOCH 10 - PROGRESS: at 77.08% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:19,518 : INFO : EPOCH 10 - PROGRESS: at 77.20% examples, 224456 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:20,537 : INFO : EPOCH 10 - PROGRESS: at 77.32% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:21,546 : INFO : EPOCH 10 - PROGRESS: at 77.44% examples, 224454 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:22,566 : INFO : EPOCH 10 - PROGRESS: at 77.55% examples, 224448 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:23,589 : INFO : EPOCH 10 - PROGRESS: at 77.67% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:24,603 : INFO : EPOCH 10 - PROGRESS: at 77.81% examples, 224456 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:25,664 : INFO : EPOCH 10 - PROGRESS: at 77.93% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:26,709 : INFO : EPOCH 10 - PROGRESS: at 78.06% examples, 224447 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:27,727 : INFO : EPOCH 10 - PROGRESS: at 78.19% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:28,729 : INFO : EPOCH 10 - PROGRESS: at 78.28% examples, 224449 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:29,746 : INFO : EPOCH 10 - PROGRESS: at 78.42% examples, 224457 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:30,795 : INFO : EPOCH 10 - PROGRESS: at 78.53% examples, 224456 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:31,861 : INFO : EPOCH 10 - PROGRESS: at 78.66% examples, 224442 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:32,900 : INFO : EPOCH 10 - PROGRESS: at 78.79% examples, 224453 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:33,904 : INFO : EPOCH 10 - PROGRESS: at 78.91% examples, 224442 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:34,927 : INFO : EPOCH 10 - PROGRESS: at 79.04% examples, 224449 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:35,949 : INFO : EPOCH 10 - PROGRESS: at 79.17% examples, 224448 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:36,964 : INFO : EPOCH 10 - PROGRESS: at 79.29% examples, 224453 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:37,966 : INFO : EPOCH 10 - PROGRESS: at 79.43% examples, 224458 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:38,969 : INFO : EPOCH 10 - PROGRESS: at 79.56% examples, 224462 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:39,984 : INFO : EPOCH 10 - PROGRESS: at 79.68% examples, 224457 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:41,010 : INFO : EPOCH 10 - PROGRESS: at 79.79% examples, 224450 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:42,011 : INFO : EPOCH 10 - PROGRESS: at 79.89% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:43,016 : INFO : EPOCH 10 - PROGRESS: at 80.01% examples, 224467 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:44,019 : INFO : EPOCH 10 - PROGRESS: at 80.15% examples, 224460 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:45,038 : INFO : EPOCH 10 - PROGRESS: at 80.28% examples, 224467 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:46,057 : INFO : EPOCH 10 - PROGRESS: at 80.39% examples, 224461 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:47,057 : INFO : EPOCH 10 - PROGRESS: at 80.50% examples, 224460 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:48,079 : INFO : EPOCH 10 - PROGRESS: at 80.62% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:49,139 : INFO : EPOCH 10 - PROGRESS: at 80.73% examples, 224445 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:50,153 : INFO : EPOCH 10 - PROGRESS: at 80.86% examples, 224456 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:51,161 : INFO : EPOCH 10 - PROGRESS: at 80.98% examples, 224466 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:52,167 : INFO : EPOCH 10 - PROGRESS: at 81.10% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:53,214 : INFO : EPOCH 10 - PROGRESS: at 81.20% examples, 224461 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:54,221 : INFO : EPOCH 10 - PROGRESS: at 81.32% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:55,221 : INFO : EPOCH 10 - PROGRESS: at 81.44% examples, 224463 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:56,224 : INFO : EPOCH 10 - PROGRESS: at 81.56% examples, 224471 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:57,232 : INFO : EPOCH 10 - PROGRESS: at 81.66% examples, 224466 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:58,236 : INFO : EPOCH 10 - PROGRESS: at 81.77% examples, 224464 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:39:59,243 : INFO : EPOCH 10 - PROGRESS: at 81.89% examples, 224461 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:00,255 : INFO : EPOCH 10 - PROGRESS: at 82.02% examples, 224464 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:01,277 : INFO : EPOCH 10 - PROGRESS: at 82.14% examples, 224471 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:02,283 : INFO : EPOCH 10 - PROGRESS: at 82.28% examples, 224462 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:03,307 : INFO : EPOCH 10 - PROGRESS: at 82.39% examples, 224473 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:04,314 : INFO : EPOCH 10 - PROGRESS: at 82.53% examples, 224475 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:05,331 : INFO : EPOCH 10 - PROGRESS: at 82.65% examples, 224479 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:06,395 : INFO : EPOCH 10 - PROGRESS: at 82.76% examples, 224466 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:07,434 : INFO : EPOCH 10 - PROGRESS: at 82.90% examples, 224475 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:08,441 : INFO : EPOCH 10 - PROGRESS: at 83.01% examples, 224478 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:09,541 : INFO : EPOCH 10 - PROGRESS: at 83.12% examples, 224459 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:10,543 : INFO : EPOCH 10 - PROGRESS: at 83.25% examples, 224482 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:11,563 : INFO : EPOCH 10 - PROGRESS: at 83.38% examples, 224463 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:12,597 : INFO : EPOCH 10 - PROGRESS: at 83.49% examples, 224465 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:13,619 : INFO : EPOCH 10 - PROGRESS: at 83.62% examples, 224467 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:14,626 : INFO : EPOCH 10 - PROGRESS: at 83.75% examples, 224481 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:15,640 : INFO : EPOCH 10 - PROGRESS: at 83.89% examples, 224478 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:16,648 : INFO : EPOCH 10 - PROGRESS: at 84.02% examples, 224467 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:17,670 : INFO : EPOCH 10 - PROGRESS: at 84.14% examples, 224469 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:18,679 : INFO : EPOCH 10 - PROGRESS: at 84.27% examples, 224477 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:19,679 : INFO : EPOCH 10 - PROGRESS: at 84.39% examples, 224487 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:20,683 : INFO : EPOCH 10 - PROGRESS: at 84.50% examples, 224473 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:21,701 : INFO : EPOCH 10 - PROGRESS: at 84.63% examples, 224478 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:22,707 : INFO : EPOCH 10 - PROGRESS: at 84.73% examples, 224479 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:23,723 : INFO : EPOCH 10 - PROGRESS: at 84.84% examples, 224470 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:24,788 : INFO : EPOCH 10 - PROGRESS: at 84.95% examples, 224465 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:25,833 : INFO : EPOCH 10 - PROGRESS: at 85.07% examples, 224469 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:26,848 : INFO : EPOCH 10 - PROGRESS: at 85.18% examples, 224469 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:27,862 : INFO : EPOCH 10 - PROGRESS: at 85.31% examples, 224464 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:28,894 : INFO : EPOCH 10 - PROGRESS: at 85.41% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:29,906 : INFO : EPOCH 10 - PROGRESS: at 85.52% examples, 224467 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:30,925 : INFO : EPOCH 10 - PROGRESS: at 85.65% examples, 224467 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:31,957 : INFO : EPOCH 10 - PROGRESS: at 85.77% examples, 224468 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:32,969 : INFO : EPOCH 10 - PROGRESS: at 85.88% examples, 224464 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:34,011 : INFO : EPOCH 10 - PROGRESS: at 86.01% examples, 224468 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:35,040 : INFO : EPOCH 10 - PROGRESS: at 86.14% examples, 224460 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:40:36,056 : INFO : EPOCH 10 - PROGRESS: at 86.26% examples, 224463 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:37,068 : INFO : EPOCH 10 - PROGRESS: at 86.38% examples, 224472 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:38,102 : INFO : EPOCH 10 - PROGRESS: at 86.50% examples, 224475 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:39,121 : INFO : EPOCH 10 - PROGRESS: at 86.64% examples, 224471 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:40,123 : INFO : EPOCH 10 - PROGRESS: at 86.77% examples, 224476 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:41,165 : INFO : EPOCH 10 - PROGRESS: at 86.89% examples, 224466 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:42,221 : INFO : EPOCH 10 - PROGRESS: at 87.00% examples, 224472 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:43,244 : INFO : EPOCH 10 - PROGRESS: at 87.15% examples, 224483 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:44,247 : INFO : EPOCH 10 - PROGRESS: at 87.27% examples, 224479 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:45,292 : INFO : EPOCH 10 - PROGRESS: at 87.40% examples, 224472 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:46,313 : INFO : EPOCH 10 - PROGRESS: at 87.53% examples, 224469 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:47,317 : INFO : EPOCH 10 - PROGRESS: at 87.65% examples, 224471 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:48,337 : INFO : EPOCH 10 - PROGRESS: at 87.78% examples, 224454 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:49,337 : INFO : EPOCH 10 - PROGRESS: at 87.90% examples, 224448 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:50,417 : INFO : EPOCH 10 - PROGRESS: at 88.00% examples, 224445 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:51,428 : INFO : EPOCH 10 - PROGRESS: at 88.13% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:52,455 : INFO : EPOCH 10 - PROGRESS: at 88.26% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:53,464 : INFO : EPOCH 10 - PROGRESS: at 88.38% examples, 224411 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:54,523 : INFO : EPOCH 10 - PROGRESS: at 88.48% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:55,527 : INFO : EPOCH 10 - PROGRESS: at 88.62% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:56,543 : INFO : EPOCH 10 - PROGRESS: at 88.74% examples, 224359 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:40:57,563 : INFO : EPOCH 10 - PROGRESS: at 88.87% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:40:58,582 : INFO : EPOCH 10 - PROGRESS: at 88.99% examples, 224364 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:40:59,587 : INFO : EPOCH 10 - PROGRESS: at 89.10% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:00,619 : INFO : EPOCH 10 - PROGRESS: at 89.22% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:01,640 : INFO : EPOCH 10 - PROGRESS: at 89.37% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:02,642 : INFO : EPOCH 10 - PROGRESS: at 89.49% examples, 224369 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:03,643 : INFO : EPOCH 10 - PROGRESS: at 89.60% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:04,701 : INFO : EPOCH 10 - PROGRESS: at 89.72% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:05,724 : INFO : EPOCH 10 - PROGRESS: at 89.86% examples, 224372 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:06,729 : INFO : EPOCH 10 - PROGRESS: at 89.98% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:07,735 : INFO : EPOCH 10 - PROGRESS: at 90.09% examples, 224374 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:08,775 : INFO : EPOCH 10 - PROGRESS: at 90.21% examples, 224368 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:09,792 : INFO : EPOCH 10 - PROGRESS: at 90.32% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:10,796 : INFO : EPOCH 10 - PROGRESS: at 90.44% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:11,799 : INFO : EPOCH 10 - PROGRESS: at 90.57% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:12,827 : INFO : EPOCH 10 - PROGRESS: at 90.70% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:13,860 : INFO : EPOCH 10 - PROGRESS: at 90.81% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:14,867 : INFO : EPOCH 10 - PROGRESS: at 90.92% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:15,898 : INFO : EPOCH 10 - PROGRESS: at 91.04% examples, 224369 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:16,919 : INFO : EPOCH 10 - PROGRESS: at 91.15% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:17,963 : INFO : EPOCH 10 - PROGRESS: at 91.28% examples, 224370 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:18,964 : INFO : EPOCH 10 - PROGRESS: at 91.40% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:19,988 : INFO : EPOCH 10 - PROGRESS: at 91.53% examples, 224370 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:20,992 : INFO : EPOCH 10 - PROGRESS: at 91.66% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:22,015 : INFO : EPOCH 10 - PROGRESS: at 91.78% examples, 224374 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:23,017 : INFO : EPOCH 10 - PROGRESS: at 91.89% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:24,054 : INFO : EPOCH 10 - PROGRESS: at 92.01% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:25,080 : INFO : EPOCH 10 - PROGRESS: at 92.14% examples, 224372 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:26,089 : INFO : EPOCH 10 - PROGRESS: at 92.25% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:27,108 : INFO : EPOCH 10 - PROGRESS: at 92.39% examples, 224374 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:28,123 : INFO : EPOCH 10 - PROGRESS: at 92.53% examples, 224381 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:29,125 : INFO : EPOCH 10 - PROGRESS: at 92.66% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:30,153 : INFO : EPOCH 10 - PROGRESS: at 92.77% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:31,194 : INFO : EPOCH 10 - PROGRESS: at 92.90% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:32,195 : INFO : EPOCH 10 - PROGRESS: at 93.03% examples, 224381 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:33,221 : INFO : EPOCH 10 - PROGRESS: at 93.14% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:34,268 : INFO : EPOCH 10 - PROGRESS: at 93.25% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:35,295 : INFO : EPOCH 10 - PROGRESS: at 93.36% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:36,324 : INFO : EPOCH 10 - PROGRESS: at 93.52% examples, 224380 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:37,351 : INFO : EPOCH 10 - PROGRESS: at 93.64% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:38,406 : INFO : EPOCH 10 - PROGRESS: at 93.76% examples, 224379 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:39,452 : INFO : EPOCH 10 - PROGRESS: at 93.87% examples, 224379 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:40,478 : INFO : EPOCH 10 - PROGRESS: at 93.99% examples, 224385 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:41,487 : INFO : EPOCH 10 - PROGRESS: at 94.12% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:42,501 : INFO : EPOCH 10 - PROGRESS: at 94.22% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:43,527 : INFO : EPOCH 10 - PROGRESS: at 94.36% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:44,544 : INFO : EPOCH 10 - PROGRESS: at 94.47% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:45,558 : INFO : EPOCH 10 - PROGRESS: at 94.58% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:46,561 : INFO : EPOCH 10 - PROGRESS: at 94.68% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:47,621 : INFO : EPOCH 10 - PROGRESS: at 94.82% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:48,627 : INFO : EPOCH 10 - PROGRESS: at 94.93% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:49,637 : INFO : EPOCH 10 - PROGRESS: at 95.06% examples, 224390 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:50,657 : INFO : EPOCH 10 - PROGRESS: at 95.19% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:51,687 : INFO : EPOCH 10 - PROGRESS: at 95.31% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:52,703 : INFO : EPOCH 10 - PROGRESS: at 95.44% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:53,768 : INFO : EPOCH 10 - PROGRESS: at 95.56% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:54,787 : INFO : EPOCH 10 - PROGRESS: at 95.67% examples, 224390 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:55,812 : INFO : EPOCH 10 - PROGRESS: at 95.80% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:56,816 : INFO : EPOCH 10 - PROGRESS: at 95.92% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:57,818 : INFO : EPOCH 10 - PROGRESS: at 96.03% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:58,823 : INFO : EPOCH 10 - PROGRESS: at 96.14% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:41:59,858 : INFO : EPOCH 10 - PROGRESS: at 96.25% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:00,863 : INFO : EPOCH 10 - PROGRESS: at 96.37% examples, 224398 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:01,863 : INFO : EPOCH 10 - PROGRESS: at 96.49% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:02,879 : INFO : EPOCH 10 - PROGRESS: at 96.62% examples, 224406 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:03,886 : INFO : EPOCH 10 - PROGRESS: at 96.76% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:04,913 : INFO : EPOCH 10 - PROGRESS: at 96.90% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:05,923 : INFO : EPOCH 10 - PROGRESS: at 97.04% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:06,975 : INFO : EPOCH 10 - PROGRESS: at 97.17% examples, 224392 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:42:07,989 : INFO : EPOCH 10 - PROGRESS: at 97.30% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:09,019 : INFO : EPOCH 10 - PROGRESS: at 97.43% examples, 224391 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:10,059 : INFO : EPOCH 10 - PROGRESS: at 97.55% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:11,149 : INFO : EPOCH 10 - PROGRESS: at 97.68% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:12,150 : INFO : EPOCH 10 - PROGRESS: at 97.81% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:13,192 : INFO : EPOCH 10 - PROGRESS: at 97.93% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:14,230 : INFO : EPOCH 10 - PROGRESS: at 98.06% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:15,309 : INFO : EPOCH 10 - PROGRESS: at 98.20% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:16,339 : INFO : EPOCH 10 - PROGRESS: at 98.35% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:17,353 : INFO : EPOCH 10 - PROGRESS: at 98.49% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:18,367 : INFO : EPOCH 10 - PROGRESS: at 98.59% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:19,421 : INFO : EPOCH 10 - PROGRESS: at 98.70% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:20,432 : INFO : EPOCH 10 - PROGRESS: at 98.83% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:21,435 : INFO : EPOCH 10 - PROGRESS: at 98.97% examples, 224407 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:22,439 : INFO : EPOCH 10 - PROGRESS: at 99.07% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:23,448 : INFO : EPOCH 10 - PROGRESS: at 99.19% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:24,482 : INFO : EPOCH 10 - PROGRESS: at 99.32% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:25,526 : INFO : EPOCH 10 - PROGRESS: at 99.45% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:26,540 : INFO : EPOCH 10 - PROGRESS: at 99.57% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:27,567 : INFO : EPOCH 10 - PROGRESS: at 99.68% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:28,625 : INFO : EPOCH 10 - PROGRESS: at 99.82% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:29,645 : INFO : EPOCH 10 - PROGRESS: at 99.95% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:30,012 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 15:42:30,020 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 15:42:30,037 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 15:42:30,053 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 15:42:30,054 : INFO : EPOCH - 10 : training on 246540407 raw words (186691971 effective words) took 831.9s, 224413 effective words/s
2020-07-16 15:42:31,060 : INFO : EPOCH 11 - PROGRESS: at 0.12% examples, 208487 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:32,103 : INFO : EPOCH 11 - PROGRESS: at 0.27% examples, 217357 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:33,110 : INFO : EPOCH 11 - PROGRESS: at 0.40% examples, 221885 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:34,112 : INFO : EPOCH 11 - PROGRESS: at 0.53% examples, 222555 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:35,175 : INFO : EPOCH 11 - PROGRESS: at 0.64% examples, 220863 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:36,181 : INFO : EPOCH 11 - PROGRESS: at 0.76% examples, 222070 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:37,204 : INFO : EPOCH 11 - PROGRESS: at 0.89% examples, 223073 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:38,217 : INFO : EPOCH 11 - PROGRESS: at 1.01% examples, 223661 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:39,250 : INFO : EPOCH 11 - PROGRESS: at 1.11% examples, 223044 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:40,258 : INFO : EPOCH 11 - PROGRESS: at 1.23% examples, 223772 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:41,282 : INFO : EPOCH 11 - PROGRESS: at 1.35% examples, 223656 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:42,305 : INFO : EPOCH 11 - PROGRESS: at 1.47% examples, 223336 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:43,312 : INFO : EPOCH 11 - PROGRESS: at 1.61% examples, 223594 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:44,344 : INFO : EPOCH 11 - PROGRESS: at 1.73% examples, 224039 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:45,355 : INFO : EPOCH 11 - PROGRESS: at 1.86% examples, 224036 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:46,367 : INFO : EPOCH 11 - PROGRESS: at 1.99% examples, 223574 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:47,375 : INFO : EPOCH 11 - PROGRESS: at 2.10% examples, 224031 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:48,454 : INFO : EPOCH 11 - PROGRESS: at 2.22% examples, 223626 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:49,462 : INFO : EPOCH 11 - PROGRESS: at 2.34% examples, 224027 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:50,483 : INFO : EPOCH 11 - PROGRESS: at 2.46% examples, 224285 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:51,505 : INFO : EPOCH 11 - PROGRESS: at 2.57% examples, 223843 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:52,531 : INFO : EPOCH 11 - PROGRESS: at 2.70% examples, 223959 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:53,547 : INFO : EPOCH 11 - PROGRESS: at 2.83% examples, 224318 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:54,614 : INFO : EPOCH 11 - PROGRESS: at 2.95% examples, 223881 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:55,627 : INFO : EPOCH 11 - PROGRESS: at 3.08% examples, 224102 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:56,674 : INFO : EPOCH 11 - PROGRESS: at 3.19% examples, 224116 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:57,750 : INFO : EPOCH 11 - PROGRESS: at 3.31% examples, 223966 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:58,847 : INFO : EPOCH 11 - PROGRESS: at 3.44% examples, 223875 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:42:59,853 : INFO : EPOCH 11 - PROGRESS: at 3.57% examples, 224360 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:00,867 : INFO : EPOCH 11 - PROGRESS: at 3.70% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:01,880 : INFO : EPOCH 11 - PROGRESS: at 3.83% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:02,897 : INFO : EPOCH 11 - PROGRESS: at 3.95% examples, 224284 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:43:03,901 : INFO : EPOCH 11 - PROGRESS: at 4.05% examples, 224132 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:04,918 : INFO : EPOCH 11 - PROGRESS: at 4.17% examples, 224302 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:05,931 : INFO : EPOCH 11 - PROGRESS: at 4.29% examples, 224360 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:06,977 : INFO : EPOCH 11 - PROGRESS: at 4.41% examples, 224230 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:07,988 : INFO : EPOCH 11 - PROGRESS: at 4.53% examples, 224154 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:09,061 : INFO : EPOCH 11 - PROGRESS: at 4.67% examples, 224103 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:10,076 : INFO : EPOCH 11 - PROGRESS: at 4.78% examples, 224270 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:11,110 : INFO : EPOCH 11 - PROGRESS: at 4.91% examples, 224148 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:12,113 : INFO : EPOCH 11 - PROGRESS: at 5.03% examples, 224317 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:13,123 : INFO : EPOCH 11 - PROGRESS: at 5.15% examples, 224120 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:14,140 : INFO : EPOCH 11 - PROGRESS: at 5.26% examples, 224222 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:15,153 : INFO : EPOCH 11 - PROGRESS: at 5.37% examples, 224018 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:16,159 : INFO : EPOCH 11 - PROGRESS: at 5.50% examples, 224279 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:17,169 : INFO : EPOCH 11 - PROGRESS: at 5.62% examples, 224272 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:18,186 : INFO : EPOCH 11 - PROGRESS: at 5.76% examples, 224270 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:19,227 : INFO : EPOCH 11 - PROGRESS: at 5.89% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:20,230 : INFO : EPOCH 11 - PROGRESS: at 6.00% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:21,318 : INFO : EPOCH 11 - PROGRESS: at 6.13% examples, 224151 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:22,336 : INFO : EPOCH 11 - PROGRESS: at 6.26% examples, 224241 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:23,381 : INFO : EPOCH 11 - PROGRESS: at 6.39% examples, 224311 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:24,417 : INFO : EPOCH 11 - PROGRESS: at 6.49% examples, 224241 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:25,433 : INFO : EPOCH 11 - PROGRESS: at 6.61% examples, 224318 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:26,462 : INFO : EPOCH 11 - PROGRESS: at 6.73% examples, 224286 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:27,492 : INFO : EPOCH 11 - PROGRESS: at 6.85% examples, 224354 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:28,557 : INFO : EPOCH 11 - PROGRESS: at 6.97% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:29,576 : INFO : EPOCH 11 - PROGRESS: at 7.10% examples, 224368 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:30,608 : INFO : EPOCH 11 - PROGRESS: at 7.24% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:31,643 : INFO : EPOCH 11 - PROGRESS: at 7.37% examples, 224293 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:32,643 : INFO : EPOCH 11 - PROGRESS: at 7.49% examples, 224263 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:33,651 : INFO : EPOCH 11 - PROGRESS: at 7.62% examples, 224250 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:34,658 : INFO : EPOCH 11 - PROGRESS: at 7.73% examples, 224263 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:35,701 : INFO : EPOCH 11 - PROGRESS: at 7.83% examples, 223396 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:36,753 : INFO : EPOCH 11 - PROGRESS: at 7.92% examples, 222395 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:37,759 : INFO : EPOCH 11 - PROGRESS: at 7.99% examples, 221406 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:43:38,777 : INFO : EPOCH 11 - PROGRESS: at 8.07% examples, 220419 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:39,807 : INFO : EPOCH 11 - PROGRESS: at 8.16% examples, 219550 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:40,835 : INFO : EPOCH 11 - PROGRESS: at 8.25% examples, 218728 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:41,861 : INFO : EPOCH 11 - PROGRESS: at 8.36% examples, 218472 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:42,889 : INFO : EPOCH 11 - PROGRESS: at 8.43% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:43,919 : INFO : EPOCH 11 - PROGRESS: at 8.52% examples, 216508 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:44,920 : INFO : EPOCH 11 - PROGRESS: at 8.61% examples, 215660 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:46,033 : INFO : EPOCH 11 - PROGRESS: at 8.68% examples, 214296 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:43:47,142 : INFO : EPOCH 11 - PROGRESS: at 8.76% examples, 213217 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:48,142 : INFO : EPOCH 11 - PROGRESS: at 8.84% examples, 212216 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:43:49,152 : INFO : EPOCH 11 - PROGRESS: at 8.93% examples, 211597 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:50,157 : INFO : EPOCH 11 - PROGRESS: at 9.04% examples, 211731 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:51,164 : INFO : EPOCH 11 - PROGRESS: at 9.17% examples, 211991 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:52,166 : INFO : EPOCH 11 - PROGRESS: at 9.30% examples, 212073 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:53,216 : INFO : EPOCH 11 - PROGRESS: at 9.42% examples, 212212 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:54,234 : INFO : EPOCH 11 - PROGRESS: at 9.53% examples, 212402 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:55,260 : INFO : EPOCH 11 - PROGRESS: at 9.65% examples, 212535 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:56,313 : INFO : EPOCH 11 - PROGRESS: at 9.76% examples, 212658 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:57,331 : INFO : EPOCH 11 - PROGRESS: at 9.89% examples, 212838 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:58,345 : INFO : EPOCH 11 - PROGRESS: at 10.02% examples, 212977 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:43:59,390 : INFO : EPOCH 11 - PROGRESS: at 10.15% examples, 213108 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:00,424 : INFO : EPOCH 11 - PROGRESS: at 10.28% examples, 213178 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:01,428 : INFO : EPOCH 11 - PROGRESS: at 10.40% examples, 213350 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:02,439 : INFO : EPOCH 11 - PROGRESS: at 10.53% examples, 213495 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:03,480 : INFO : EPOCH 11 - PROGRESS: at 10.65% examples, 213582 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:04,489 : INFO : EPOCH 11 - PROGRESS: at 10.78% examples, 213767 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:05,558 : INFO : EPOCH 11 - PROGRESS: at 10.91% examples, 213827 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:06,630 : INFO : EPOCH 11 - PROGRESS: at 11.03% examples, 213909 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:07,667 : INFO : EPOCH 11 - PROGRESS: at 11.16% examples, 214092 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:08,730 : INFO : EPOCH 11 - PROGRESS: at 11.29% examples, 214191 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:09,736 : INFO : EPOCH 11 - PROGRESS: at 11.40% examples, 214337 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:10,743 : INFO : EPOCH 11 - PROGRESS: at 11.53% examples, 214518 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:11,774 : INFO : EPOCH 11 - PROGRESS: at 11.63% examples, 214525 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:12,797 : INFO : EPOCH 11 - PROGRESS: at 11.76% examples, 214600 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:13,823 : INFO : EPOCH 11 - PROGRESS: at 11.89% examples, 214708 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:14,828 : INFO : EPOCH 11 - PROGRESS: at 12.03% examples, 214849 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:15,890 : INFO : EPOCH 11 - PROGRESS: at 12.16% examples, 214891 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:16,919 : INFO : EPOCH 11 - PROGRESS: at 12.28% examples, 214989 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:17,974 : INFO : EPOCH 11 - PROGRESS: at 12.41% examples, 215042 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:18,974 : INFO : EPOCH 11 - PROGRESS: at 12.52% examples, 215125 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:19,980 : INFO : EPOCH 11 - PROGRESS: at 12.64% examples, 215288 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:20,990 : INFO : EPOCH 11 - PROGRESS: at 12.77% examples, 215339 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:22,049 : INFO : EPOCH 11 - PROGRESS: at 12.90% examples, 215401 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:23,101 : INFO : EPOCH 11 - PROGRESS: at 13.05% examples, 215512 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:24,101 : INFO : EPOCH 11 - PROGRESS: at 13.18% examples, 215661 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:25,132 : INFO : EPOCH 11 - PROGRESS: at 13.32% examples, 215696 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:26,167 : INFO : EPOCH 11 - PROGRESS: at 13.43% examples, 215757 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:27,193 : INFO : EPOCH 11 - PROGRESS: at 13.57% examples, 215808 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:28,224 : INFO : EPOCH 11 - PROGRESS: at 13.69% examples, 215897 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:29,230 : INFO : EPOCH 11 - PROGRESS: at 13.80% examples, 215950 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:30,283 : INFO : EPOCH 11 - PROGRESS: at 13.91% examples, 216012 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:31,289 : INFO : EPOCH 11 - PROGRESS: at 14.05% examples, 216133 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:32,355 : INFO : EPOCH 11 - PROGRESS: at 14.18% examples, 216158 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:33,360 : INFO : EPOCH 11 - PROGRESS: at 14.32% examples, 216266 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:34,422 : INFO : EPOCH 11 - PROGRESS: at 14.44% examples, 216270 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:35,427 : INFO : EPOCH 11 - PROGRESS: at 14.57% examples, 216365 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:36,480 : INFO : EPOCH 11 - PROGRESS: at 14.69% examples, 216404 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:37,512 : INFO : EPOCH 11 - PROGRESS: at 14.83% examples, 216481 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:38,526 : INFO : EPOCH 11 - PROGRESS: at 14.96% examples, 216554 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:39,555 : INFO : EPOCH 11 - PROGRESS: at 15.09% examples, 216610 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:40,600 : INFO : EPOCH 11 - PROGRESS: at 15.21% examples, 216637 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:41,615 : INFO : EPOCH 11 - PROGRESS: at 15.34% examples, 216757 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:42,621 : INFO : EPOCH 11 - PROGRESS: at 15.47% examples, 216828 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:43,627 : INFO : EPOCH 11 - PROGRESS: at 15.58% examples, 216871 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:44,636 : INFO : EPOCH 11 - PROGRESS: at 15.71% examples, 216944 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:45,706 : INFO : EPOCH 11 - PROGRESS: at 15.85% examples, 216941 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:46,728 : INFO : EPOCH 11 - PROGRESS: at 15.98% examples, 217051 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:47,767 : INFO : EPOCH 11 - PROGRESS: at 16.10% examples, 217048 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:48,771 : INFO : EPOCH 11 - PROGRESS: at 16.22% examples, 217178 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:49,780 : INFO : EPOCH 11 - PROGRESS: at 16.36% examples, 217212 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:50,789 : INFO : EPOCH 11 - PROGRESS: at 16.48% examples, 217236 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:51,791 : INFO : EPOCH 11 - PROGRESS: at 16.59% examples, 217292 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:52,800 : INFO : EPOCH 11 - PROGRESS: at 16.71% examples, 217342 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:53,818 : INFO : EPOCH 11 - PROGRESS: at 16.85% examples, 217403 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:54,835 : INFO : EPOCH 11 - PROGRESS: at 16.98% examples, 217470 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:55,851 : INFO : EPOCH 11 - PROGRESS: at 17.09% examples, 217510 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:56,879 : INFO : EPOCH 11 - PROGRESS: at 17.19% examples, 217549 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:57,902 : INFO : EPOCH 11 - PROGRESS: at 17.31% examples, 217572 words/s, in_qsize 8, out_qsize 1
2020-07-16 15:44:58,923 : INFO : EPOCH 11 - PROGRESS: at 17.44% examples, 217648 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:44:59,932 : INFO : EPOCH 11 - PROGRESS: at 17.56% examples, 217705 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:00,939 : INFO : EPOCH 11 - PROGRESS: at 17.67% examples, 217732 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:01,951 : INFO : EPOCH 11 - PROGRESS: at 17.80% examples, 217758 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:02,957 : INFO : EPOCH 11 - PROGRESS: at 17.92% examples, 217826 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:03,986 : INFO : EPOCH 11 - PROGRESS: at 18.04% examples, 217815 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:05,038 : INFO : EPOCH 11 - PROGRESS: at 18.18% examples, 217874 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:06,070 : INFO : EPOCH 11 - PROGRESS: at 18.30% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:07,075 : INFO : EPOCH 11 - PROGRESS: at 18.41% examples, 217991 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:08,099 : INFO : EPOCH 11 - PROGRESS: at 18.53% examples, 218003 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:09,110 : INFO : EPOCH 11 - PROGRESS: at 18.64% examples, 218039 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:10,114 : INFO : EPOCH 11 - PROGRESS: at 18.76% examples, 218098 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:11,146 : INFO : EPOCH 11 - PROGRESS: at 18.88% examples, 218156 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:12,168 : INFO : EPOCH 11 - PROGRESS: at 19.00% examples, 218195 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:13,225 : INFO : EPOCH 11 - PROGRESS: at 19.12% examples, 218202 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:14,233 : INFO : EPOCH 11 - PROGRESS: at 19.25% examples, 218297 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:15,234 : INFO : EPOCH 11 - PROGRESS: at 19.36% examples, 218293 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:16,237 : INFO : EPOCH 11 - PROGRESS: at 19.49% examples, 218358 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:17,255 : INFO : EPOCH 11 - PROGRESS: at 19.61% examples, 218327 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:18,256 : INFO : EPOCH 11 - PROGRESS: at 19.74% examples, 218429 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:19,273 : INFO : EPOCH 11 - PROGRESS: at 19.85% examples, 218411 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:20,297 : INFO : EPOCH 11 - PROGRESS: at 19.98% examples, 218416 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:21,312 : INFO : EPOCH 11 - PROGRESS: at 20.10% examples, 218470 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:22,343 : INFO : EPOCH 11 - PROGRESS: at 20.22% examples, 218474 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:23,398 : INFO : EPOCH 11 - PROGRESS: at 20.34% examples, 218469 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:24,425 : INFO : EPOCH 11 - PROGRESS: at 20.47% examples, 218518 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:25,512 : INFO : EPOCH 11 - PROGRESS: at 20.61% examples, 218506 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:26,514 : INFO : EPOCH 11 - PROGRESS: at 20.72% examples, 218579 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:27,522 : INFO : EPOCH 11 - PROGRESS: at 20.84% examples, 218577 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:28,618 : INFO : EPOCH 11 - PROGRESS: at 20.98% examples, 218577 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:29,624 : INFO : EPOCH 11 - PROGRESS: at 21.09% examples, 218534 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:30,636 : INFO : EPOCH 11 - PROGRESS: at 21.20% examples, 218348 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:31,682 : INFO : EPOCH 11 - PROGRESS: at 21.32% examples, 218333 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:32,689 : INFO : EPOCH 11 - PROGRESS: at 21.43% examples, 218408 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:33,725 : INFO : EPOCH 11 - PROGRESS: at 21.57% examples, 218403 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:34,743 : INFO : EPOCH 11 - PROGRESS: at 21.68% examples, 218423 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:35,762 : INFO : EPOCH 11 - PROGRESS: at 21.80% examples, 218452 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:36,811 : INFO : EPOCH 11 - PROGRESS: at 21.94% examples, 218516 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:37,818 : INFO : EPOCH 11 - PROGRESS: at 22.07% examples, 218545 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:38,881 : INFO : EPOCH 11 - PROGRESS: at 22.19% examples, 218553 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:39,926 : INFO : EPOCH 11 - PROGRESS: at 22.32% examples, 218589 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:40,960 : INFO : EPOCH 11 - PROGRESS: at 22.43% examples, 218614 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:41,964 : INFO : EPOCH 11 - PROGRESS: at 22.54% examples, 218686 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:42,964 : INFO : EPOCH 11 - PROGRESS: at 22.65% examples, 218741 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:43,982 : INFO : EPOCH 11 - PROGRESS: at 22.78% examples, 218724 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:45,034 : INFO : EPOCH 11 - PROGRESS: at 22.92% examples, 218755 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:46,079 : INFO : EPOCH 11 - PROGRESS: at 23.04% examples, 218811 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:47,101 : INFO : EPOCH 11 - PROGRESS: at 23.16% examples, 218806 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:48,116 : INFO : EPOCH 11 - PROGRESS: at 23.28% examples, 218850 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:49,133 : INFO : EPOCH 11 - PROGRESS: at 23.41% examples, 218903 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:50,154 : INFO : EPOCH 11 - PROGRESS: at 23.53% examples, 218923 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:45:51,157 : INFO : EPOCH 11 - PROGRESS: at 23.65% examples, 218933 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:52,191 : INFO : EPOCH 11 - PROGRESS: at 23.74% examples, 218597 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:53,287 : INFO : EPOCH 11 - PROGRESS: at 23.83% examples, 218212 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:54,347 : INFO : EPOCH 11 - PROGRESS: at 23.92% examples, 217820 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:55,383 : INFO : EPOCH 11 - PROGRESS: at 24.00% examples, 217443 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:56,414 : INFO : EPOCH 11 - PROGRESS: at 24.08% examples, 216993 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:57,482 : INFO : EPOCH 11 - PROGRESS: at 24.15% examples, 216592 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:58,622 : INFO : EPOCH 11 - PROGRESS: at 24.22% examples, 216060 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:45:59,645 : INFO : EPOCH 11 - PROGRESS: at 24.29% examples, 215605 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:00,650 : INFO : EPOCH 11 - PROGRESS: at 24.39% examples, 215532 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:01,704 : INFO : EPOCH 11 - PROGRESS: at 24.52% examples, 215580 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:02,744 : INFO : EPOCH 11 - PROGRESS: at 24.64% examples, 215653 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:03,756 : INFO : EPOCH 11 - PROGRESS: at 24.75% examples, 215668 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:04,760 : INFO : EPOCH 11 - PROGRESS: at 24.86% examples, 215691 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:05,775 : INFO : EPOCH 11 - PROGRESS: at 24.99% examples, 215770 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:06,798 : INFO : EPOCH 11 - PROGRESS: at 25.09% examples, 215798 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:07,832 : INFO : EPOCH 11 - PROGRESS: at 25.22% examples, 215826 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:08,868 : INFO : EPOCH 11 - PROGRESS: at 25.35% examples, 215874 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:09,902 : INFO : EPOCH 11 - PROGRESS: at 25.47% examples, 215928 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:10,937 : INFO : EPOCH 11 - PROGRESS: at 25.60% examples, 215989 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:11,965 : INFO : EPOCH 11 - PROGRESS: at 25.71% examples, 216014 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:12,972 : INFO : EPOCH 11 - PROGRESS: at 25.82% examples, 216066 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:13,974 : INFO : EPOCH 11 - PROGRESS: at 25.94% examples, 216090 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:14,986 : INFO : EPOCH 11 - PROGRESS: at 26.07% examples, 216155 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:16,018 : INFO : EPOCH 11 - PROGRESS: at 26.20% examples, 216158 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:17,029 : INFO : EPOCH 11 - PROGRESS: at 26.33% examples, 216218 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:18,062 : INFO : EPOCH 11 - PROGRESS: at 26.46% examples, 216274 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:19,116 : INFO : EPOCH 11 - PROGRESS: at 26.60% examples, 216274 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:20,139 : INFO : EPOCH 11 - PROGRESS: at 26.73% examples, 216338 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:21,170 : INFO : EPOCH 11 - PROGRESS: at 26.86% examples, 216359 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:22,188 : INFO : EPOCH 11 - PROGRESS: at 26.99% examples, 216397 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:23,220 : INFO : EPOCH 11 - PROGRESS: at 27.11% examples, 216442 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:24,259 : INFO : EPOCH 11 - PROGRESS: at 27.24% examples, 216483 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:25,265 : INFO : EPOCH 11 - PROGRESS: at 27.36% examples, 216541 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:26,284 : INFO : EPOCH 11 - PROGRESS: at 27.48% examples, 216522 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:27,301 : INFO : EPOCH 11 - PROGRESS: at 27.61% examples, 216589 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:28,304 : INFO : EPOCH 11 - PROGRESS: at 27.75% examples, 216596 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:29,358 : INFO : EPOCH 11 - PROGRESS: at 27.88% examples, 216632 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:30,409 : INFO : EPOCH 11 - PROGRESS: at 28.02% examples, 216680 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:31,440 : INFO : EPOCH 11 - PROGRESS: at 28.16% examples, 216711 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:32,471 : INFO : EPOCH 11 - PROGRESS: at 28.27% examples, 216747 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:33,519 : INFO : EPOCH 11 - PROGRESS: at 28.39% examples, 216773 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:34,531 : INFO : EPOCH 11 - PROGRESS: at 28.52% examples, 216821 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:35,587 : INFO : EPOCH 11 - PROGRESS: at 28.64% examples, 216821 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:36,591 : INFO : EPOCH 11 - PROGRESS: at 28.79% examples, 216874 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:37,633 : INFO : EPOCH 11 - PROGRESS: at 28.92% examples, 216901 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:38,641 : INFO : EPOCH 11 - PROGRESS: at 29.05% examples, 216940 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:39,659 : INFO : EPOCH 11 - PROGRESS: at 29.18% examples, 216988 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:40,679 : INFO : EPOCH 11 - PROGRESS: at 29.29% examples, 216988 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:41,694 : INFO : EPOCH 11 - PROGRESS: at 29.42% examples, 217019 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:42,710 : INFO : EPOCH 11 - PROGRESS: at 29.54% examples, 217070 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:43,725 : INFO : EPOCH 11 - PROGRESS: at 29.66% examples, 217082 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:44,765 : INFO : EPOCH 11 - PROGRESS: at 29.76% examples, 217121 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:45,771 : INFO : EPOCH 11 - PROGRESS: at 29.87% examples, 217158 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:46,773 : INFO : EPOCH 11 - PROGRESS: at 29.97% examples, 217168 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:47,805 : INFO : EPOCH 11 - PROGRESS: at 30.08% examples, 217208 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:48,817 : INFO : EPOCH 11 - PROGRESS: at 30.21% examples, 217219 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:49,818 : INFO : EPOCH 11 - PROGRESS: at 30.33% examples, 217285 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:50,855 : INFO : EPOCH 11 - PROGRESS: at 30.43% examples, 217266 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:51,869 : INFO : EPOCH 11 - PROGRESS: at 30.55% examples, 217322 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:52,904 : INFO : EPOCH 11 - PROGRESS: at 30.69% examples, 217335 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:53,939 : INFO : EPOCH 11 - PROGRESS: at 30.81% examples, 217362 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:54,977 : INFO : EPOCH 11 - PROGRESS: at 30.95% examples, 217410 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:55,999 : INFO : EPOCH 11 - PROGRESS: at 31.07% examples, 217396 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:57,016 : INFO : EPOCH 11 - PROGRESS: at 31.19% examples, 217459 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:58,069 : INFO : EPOCH 11 - PROGRESS: at 31.31% examples, 217474 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:46:59,100 : INFO : EPOCH 11 - PROGRESS: at 31.43% examples, 217486 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:00,112 : INFO : EPOCH 11 - PROGRESS: at 31.56% examples, 217505 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:01,130 : INFO : EPOCH 11 - PROGRESS: at 31.68% examples, 217550 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:02,136 : INFO : EPOCH 11 - PROGRESS: at 31.81% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:03,167 : INFO : EPOCH 11 - PROGRESS: at 31.91% examples, 217607 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:04,172 : INFO : EPOCH 11 - PROGRESS: at 32.02% examples, 217603 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:05,194 : INFO : EPOCH 11 - PROGRESS: at 32.12% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:06,263 : INFO : EPOCH 11 - PROGRESS: at 32.24% examples, 217671 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:07,267 : INFO : EPOCH 11 - PROGRESS: at 32.37% examples, 217698 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:08,281 : INFO : EPOCH 11 - PROGRESS: at 32.48% examples, 217740 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:09,302 : INFO : EPOCH 11 - PROGRESS: at 32.59% examples, 217749 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:10,337 : INFO : EPOCH 11 - PROGRESS: at 32.71% examples, 217790 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:11,339 : INFO : EPOCH 11 - PROGRESS: at 32.84% examples, 217787 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:12,394 : INFO : EPOCH 11 - PROGRESS: at 32.97% examples, 217825 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:13,422 : INFO : EPOCH 11 - PROGRESS: at 33.11% examples, 217852 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:14,478 : INFO : EPOCH 11 - PROGRESS: at 33.24% examples, 217873 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:15,522 : INFO : EPOCH 11 - PROGRESS: at 33.37% examples, 217902 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:16,523 : INFO : EPOCH 11 - PROGRESS: at 33.48% examples, 217933 words/s, in_qsize 7, out_qsize 1
2020-07-16 15:47:17,530 : INFO : EPOCH 11 - PROGRESS: at 33.61% examples, 217969 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:18,533 : INFO : EPOCH 11 - PROGRESS: at 33.71% examples, 217984 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:19,563 : INFO : EPOCH 11 - PROGRESS: at 33.86% examples, 218007 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:20,579 : INFO : EPOCH 11 - PROGRESS: at 33.98% examples, 218012 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:21,631 : INFO : EPOCH 11 - PROGRESS: at 34.10% examples, 218056 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:22,668 : INFO : EPOCH 11 - PROGRESS: at 34.22% examples, 218088 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:23,717 : INFO : EPOCH 11 - PROGRESS: at 34.34% examples, 218090 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:24,724 : INFO : EPOCH 11 - PROGRESS: at 34.47% examples, 218112 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:25,733 : INFO : EPOCH 11 - PROGRESS: at 34.58% examples, 218136 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:26,733 : INFO : EPOCH 11 - PROGRESS: at 34.71% examples, 218186 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:27,829 : INFO : EPOCH 11 - PROGRESS: at 34.84% examples, 218163 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:28,870 : INFO : EPOCH 11 - PROGRESS: at 34.99% examples, 218192 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:29,909 : INFO : EPOCH 11 - PROGRESS: at 35.10% examples, 218230 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:30,927 : INFO : EPOCH 11 - PROGRESS: at 35.20% examples, 218167 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:31,929 : INFO : EPOCH 11 - PROGRESS: at 35.30% examples, 217977 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:32,997 : INFO : EPOCH 11 - PROGRESS: at 35.38% examples, 217689 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:34,085 : INFO : EPOCH 11 - PROGRESS: at 35.45% examples, 217424 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:35,130 : INFO : EPOCH 11 - PROGRESS: at 35.53% examples, 217153 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:36,148 : INFO : EPOCH 11 - PROGRESS: at 35.61% examples, 216878 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:37,238 : INFO : EPOCH 11 - PROGRESS: at 35.68% examples, 216632 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:38,316 : INFO : EPOCH 11 - PROGRESS: at 35.75% examples, 216267 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:39,337 : INFO : EPOCH 11 - PROGRESS: at 35.81% examples, 215992 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:40,420 : INFO : EPOCH 11 - PROGRESS: at 35.87% examples, 215624 words/s, in_qsize 5, out_qsize 2
2020-07-16 15:47:41,440 : INFO : EPOCH 11 - PROGRESS: at 35.94% examples, 215374 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:42,496 : INFO : EPOCH 11 - PROGRESS: at 36.05% examples, 215300 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:43,503 : INFO : EPOCH 11 - PROGRESS: at 36.18% examples, 215335 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:44,548 : INFO : EPOCH 11 - PROGRESS: at 36.31% examples, 215348 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:45,556 : INFO : EPOCH 11 - PROGRESS: at 36.42% examples, 215399 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:46,591 : INFO : EPOCH 11 - PROGRESS: at 36.53% examples, 215407 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:47,615 : INFO : EPOCH 11 - PROGRESS: at 36.64% examples, 215459 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:48,661 : INFO : EPOCH 11 - PROGRESS: at 36.76% examples, 215472 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:49,689 : INFO : EPOCH 11 - PROGRESS: at 36.88% examples, 215524 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:50,697 : INFO : EPOCH 11 - PROGRESS: at 37.00% examples, 215541 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:51,702 : INFO : EPOCH 11 - PROGRESS: at 37.12% examples, 215550 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:52,731 : INFO : EPOCH 11 - PROGRESS: at 37.24% examples, 215597 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:53,749 : INFO : EPOCH 11 - PROGRESS: at 37.37% examples, 215619 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:54,759 : INFO : EPOCH 11 - PROGRESS: at 37.50% examples, 215672 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:55,785 : INFO : EPOCH 11 - PROGRESS: at 37.63% examples, 215698 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:56,806 : INFO : EPOCH 11 - PROGRESS: at 37.75% examples, 215688 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:57,828 : INFO : EPOCH 11 - PROGRESS: at 37.88% examples, 215733 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:58,837 : INFO : EPOCH 11 - PROGRESS: at 38.00% examples, 215796 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:47:59,863 : INFO : EPOCH 11 - PROGRESS: at 38.13% examples, 215775 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:00,870 : INFO : EPOCH 11 - PROGRESS: at 38.23% examples, 215844 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:01,873 : INFO : EPOCH 11 - PROGRESS: at 38.35% examples, 215868 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:02,882 : INFO : EPOCH 11 - PROGRESS: at 38.46% examples, 215879 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:03,884 : INFO : EPOCH 11 - PROGRESS: at 38.58% examples, 215911 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:04,896 : INFO : EPOCH 11 - PROGRESS: at 38.70% examples, 215928 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:05,900 : INFO : EPOCH 11 - PROGRESS: at 38.82% examples, 215991 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:06,957 : INFO : EPOCH 11 - PROGRESS: at 38.94% examples, 215984 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:07,967 : INFO : EPOCH 11 - PROGRESS: at 39.07% examples, 215999 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:09,012 : INFO : EPOCH 11 - PROGRESS: at 39.20% examples, 216039 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:10,038 : INFO : EPOCH 11 - PROGRESS: at 39.32% examples, 216070 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:11,119 : INFO : EPOCH 11 - PROGRESS: at 39.44% examples, 216090 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:12,145 : INFO : EPOCH 11 - PROGRESS: at 39.57% examples, 216129 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:13,172 : INFO : EPOCH 11 - PROGRESS: at 39.69% examples, 216132 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:14,175 : INFO : EPOCH 11 - PROGRESS: at 39.83% examples, 216191 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:15,207 : INFO : EPOCH 11 - PROGRESS: at 39.94% examples, 216215 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:16,287 : INFO : EPOCH 11 - PROGRESS: at 40.06% examples, 216218 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:17,288 : INFO : EPOCH 11 - PROGRESS: at 40.18% examples, 216251 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:18,289 : INFO : EPOCH 11 - PROGRESS: at 40.30% examples, 216281 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:19,290 : INFO : EPOCH 11 - PROGRESS: at 40.42% examples, 216314 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:20,293 : INFO : EPOCH 11 - PROGRESS: at 40.54% examples, 216351 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:21,317 : INFO : EPOCH 11 - PROGRESS: at 40.66% examples, 216353 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:22,323 : INFO : EPOCH 11 - PROGRESS: at 40.79% examples, 216393 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:23,325 : INFO : EPOCH 11 - PROGRESS: at 40.91% examples, 216406 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:24,332 : INFO : EPOCH 11 - PROGRESS: at 41.03% examples, 216428 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:25,344 : INFO : EPOCH 11 - PROGRESS: at 41.15% examples, 216466 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:26,357 : INFO : EPOCH 11 - PROGRESS: at 41.27% examples, 216496 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:27,402 : INFO : EPOCH 11 - PROGRESS: at 41.38% examples, 216504 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:28,439 : INFO : EPOCH 11 - PROGRESS: at 41.49% examples, 216517 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:29,439 : INFO : EPOCH 11 - PROGRESS: at 41.60% examples, 216549 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:30,463 : INFO : EPOCH 11 - PROGRESS: at 41.73% examples, 216574 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:31,510 : INFO : EPOCH 11 - PROGRESS: at 41.85% examples, 216603 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:32,516 : INFO : EPOCH 11 - PROGRESS: at 41.96% examples, 216614 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:33,534 : INFO : EPOCH 11 - PROGRESS: at 42.09% examples, 216632 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:34,537 : INFO : EPOCH 11 - PROGRESS: at 42.22% examples, 216668 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:35,537 : INFO : EPOCH 11 - PROGRESS: at 42.35% examples, 216689 words/s, in_qsize 6, out_qsize 1
2020-07-16 15:48:36,583 : INFO : EPOCH 11 - PROGRESS: at 42.47% examples, 216688 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:37,601 : INFO : EPOCH 11 - PROGRESS: at 42.60% examples, 216719 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:38,620 : INFO : EPOCH 11 - PROGRESS: at 42.73% examples, 216766 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:39,631 : INFO : EPOCH 11 - PROGRESS: at 42.85% examples, 216791 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:40,637 : INFO : EPOCH 11 - PROGRESS: at 42.95% examples, 216781 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:41,698 : INFO : EPOCH 11 - PROGRESS: at 43.07% examples, 216810 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:42,746 : INFO : EPOCH 11 - PROGRESS: at 43.19% examples, 216830 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:43,767 : INFO : EPOCH 11 - PROGRESS: at 43.31% examples, 216857 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:44,770 : INFO : EPOCH 11 - PROGRESS: at 43.45% examples, 216874 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:45,773 : INFO : EPOCH 11 - PROGRESS: at 43.57% examples, 216910 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:46,806 : INFO : EPOCH 11 - PROGRESS: at 43.68% examples, 216905 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:47,810 : INFO : EPOCH 11 - PROGRESS: at 43.80% examples, 216946 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:48,869 : INFO : EPOCH 11 - PROGRESS: at 43.94% examples, 216961 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:49,881 : INFO : EPOCH 11 - PROGRESS: at 44.05% examples, 216979 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:50,904 : INFO : EPOCH 11 - PROGRESS: at 44.17% examples, 216998 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:51,907 : INFO : EPOCH 11 - PROGRESS: at 44.31% examples, 217015 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:52,912 : INFO : EPOCH 11 - PROGRESS: at 44.43% examples, 217048 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:53,968 : INFO : EPOCH 11 - PROGRESS: at 44.56% examples, 217058 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:54,978 : INFO : EPOCH 11 - PROGRESS: at 44.68% examples, 217089 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:56,007 : INFO : EPOCH 11 - PROGRESS: at 44.81% examples, 217105 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:57,010 : INFO : EPOCH 11 - PROGRESS: at 44.95% examples, 217135 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:58,077 : INFO : EPOCH 11 - PROGRESS: at 45.06% examples, 217142 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:48:59,093 : INFO : EPOCH 11 - PROGRESS: at 45.20% examples, 217163 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:00,107 : INFO : EPOCH 11 - PROGRESS: at 45.33% examples, 217189 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:01,150 : INFO : EPOCH 11 - PROGRESS: at 45.43% examples, 217191 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:02,177 : INFO : EPOCH 11 - PROGRESS: at 45.57% examples, 217227 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:03,256 : INFO : EPOCH 11 - PROGRESS: at 45.67% examples, 217236 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:04,268 : INFO : EPOCH 11 - PROGRESS: at 45.79% examples, 217273 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:49:05,303 : INFO : EPOCH 11 - PROGRESS: at 45.92% examples, 217290 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:06,343 : INFO : EPOCH 11 - PROGRESS: at 46.04% examples, 217310 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:07,373 : INFO : EPOCH 11 - PROGRESS: at 46.15% examples, 217322 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:08,418 : INFO : EPOCH 11 - PROGRESS: at 46.27% examples, 217343 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:09,430 : INFO : EPOCH 11 - PROGRESS: at 46.39% examples, 217366 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:10,445 : INFO : EPOCH 11 - PROGRESS: at 46.52% examples, 217391 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:11,450 : INFO : EPOCH 11 - PROGRESS: at 46.64% examples, 217422 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:12,489 : INFO : EPOCH 11 - PROGRESS: at 46.77% examples, 217431 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:13,493 : INFO : EPOCH 11 - PROGRESS: at 46.87% examples, 217425 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:14,523 : INFO : EPOCH 11 - PROGRESS: at 46.99% examples, 217459 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:15,534 : INFO : EPOCH 11 - PROGRESS: at 47.10% examples, 217468 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:16,550 : INFO : EPOCH 11 - PROGRESS: at 47.23% examples, 217506 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:17,551 : INFO : EPOCH 11 - PROGRESS: at 47.34% examples, 217508 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:18,575 : INFO : EPOCH 11 - PROGRESS: at 47.47% examples, 217535 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:19,578 : INFO : EPOCH 11 - PROGRESS: at 47.59% examples, 217562 words/s, in_qsize 8, out_qsize 1
2020-07-16 15:49:20,605 : INFO : EPOCH 11 - PROGRESS: at 47.71% examples, 217552 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:21,609 : INFO : EPOCH 11 - PROGRESS: at 47.87% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:22,631 : INFO : EPOCH 11 - PROGRESS: at 47.98% examples, 217582 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:23,648 : INFO : EPOCH 11 - PROGRESS: at 48.12% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:24,698 : INFO : EPOCH 11 - PROGRESS: at 48.24% examples, 217625 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:25,702 : INFO : EPOCH 11 - PROGRESS: at 48.38% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:26,772 : INFO : EPOCH 11 - PROGRESS: at 48.51% examples, 217658 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:27,859 : INFO : EPOCH 11 - PROGRESS: at 48.65% examples, 217681 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:28,932 : INFO : EPOCH 11 - PROGRESS: at 48.78% examples, 217688 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:29,946 : INFO : EPOCH 11 - PROGRESS: at 48.89% examples, 217722 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:30,957 : INFO : EPOCH 11 - PROGRESS: at 49.01% examples, 217727 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:31,977 : INFO : EPOCH 11 - PROGRESS: at 49.14% examples, 217758 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:33,003 : INFO : EPOCH 11 - PROGRESS: at 49.27% examples, 217761 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:34,021 : INFO : EPOCH 11 - PROGRESS: at 49.39% examples, 217778 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:35,042 : INFO : EPOCH 11 - PROGRESS: at 49.52% examples, 217791 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:36,043 : INFO : EPOCH 11 - PROGRESS: at 49.64% examples, 217813 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:37,065 : INFO : EPOCH 11 - PROGRESS: at 49.75% examples, 217819 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:38,089 : INFO : EPOCH 11 - PROGRESS: at 49.88% examples, 217844 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:39,105 : INFO : EPOCH 11 - PROGRESS: at 50.01% examples, 217860 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:40,132 : INFO : EPOCH 11 - PROGRESS: at 50.12% examples, 217879 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:41,172 : INFO : EPOCH 11 - PROGRESS: at 50.24% examples, 217890 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:42,181 : INFO : EPOCH 11 - PROGRESS: at 50.36% examples, 217920 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:43,215 : INFO : EPOCH 11 - PROGRESS: at 50.48% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:44,228 : INFO : EPOCH 11 - PROGRESS: at 50.60% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:45,274 : INFO : EPOCH 11 - PROGRESS: at 50.73% examples, 217956 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:46,288 : INFO : EPOCH 11 - PROGRESS: at 50.87% examples, 217976 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:47,321 : INFO : EPOCH 11 - PROGRESS: at 51.00% examples, 217978 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:48,333 : INFO : EPOCH 11 - PROGRESS: at 51.11% examples, 217992 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:49,341 : INFO : EPOCH 11 - PROGRESS: at 51.24% examples, 218016 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:50,373 : INFO : EPOCH 11 - PROGRESS: at 51.37% examples, 218011 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:51,465 : INFO : EPOCH 11 - PROGRESS: at 51.51% examples, 218012 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:52,467 : INFO : EPOCH 11 - PROGRESS: at 51.64% examples, 218038 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:53,486 : INFO : EPOCH 11 - PROGRESS: at 51.76% examples, 218054 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:54,513 : INFO : EPOCH 11 - PROGRESS: at 51.87% examples, 218062 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:55,531 : INFO : EPOCH 11 - PROGRESS: at 51.99% examples, 218061 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:56,593 : INFO : EPOCH 11 - PROGRESS: at 52.10% examples, 218068 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:57,601 : INFO : EPOCH 11 - PROGRESS: at 52.24% examples, 218102 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:58,606 : INFO : EPOCH 11 - PROGRESS: at 52.36% examples, 218100 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:49:59,616 : INFO : EPOCH 11 - PROGRESS: at 52.47% examples, 218097 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:00,616 : INFO : EPOCH 11 - PROGRESS: at 52.58% examples, 218051 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:01,644 : INFO : EPOCH 11 - PROGRESS: at 52.67% examples, 217991 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:02,683 : INFO : EPOCH 11 - PROGRESS: at 52.80% examples, 217993 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:03,696 : INFO : EPOCH 11 - PROGRESS: at 52.93% examples, 218014 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:04,769 : INFO : EPOCH 11 - PROGRESS: at 53.05% examples, 218030 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:05,779 : INFO : EPOCH 11 - PROGRESS: at 53.17% examples, 218050 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:06,845 : INFO : EPOCH 11 - PROGRESS: at 53.29% examples, 218055 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:07,856 : INFO : EPOCH 11 - PROGRESS: at 53.42% examples, 218090 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:08,869 : INFO : EPOCH 11 - PROGRESS: at 53.55% examples, 218099 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:09,880 : INFO : EPOCH 11 - PROGRESS: at 53.66% examples, 218110 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:10,891 : INFO : EPOCH 11 - PROGRESS: at 53.77% examples, 218136 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:11,902 : INFO : EPOCH 11 - PROGRESS: at 53.90% examples, 218145 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:12,951 : INFO : EPOCH 11 - PROGRESS: at 54.02% examples, 218152 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:13,974 : INFO : EPOCH 11 - PROGRESS: at 54.14% examples, 218165 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:14,978 : INFO : EPOCH 11 - PROGRESS: at 54.23% examples, 218183 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:50:15,981 : INFO : EPOCH 11 - PROGRESS: at 54.36% examples, 218206 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:17,017 : INFO : EPOCH 11 - PROGRESS: at 54.47% examples, 218206 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:18,021 : INFO : EPOCH 11 - PROGRESS: at 54.59% examples, 218235 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:19,064 : INFO : EPOCH 11 - PROGRESS: at 54.70% examples, 218239 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:20,095 : INFO : EPOCH 11 - PROGRESS: at 54.82% examples, 218236 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:21,121 : INFO : EPOCH 11 - PROGRESS: at 54.94% examples, 218261 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:22,138 : INFO : EPOCH 11 - PROGRESS: at 55.07% examples, 218280 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:23,139 : INFO : EPOCH 11 - PROGRESS: at 55.21% examples, 218292 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:24,173 : INFO : EPOCH 11 - PROGRESS: at 55.34% examples, 218296 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:25,186 : INFO : EPOCH 11 - PROGRESS: at 55.45% examples, 218297 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:26,234 : INFO : EPOCH 11 - PROGRESS: at 55.56% examples, 218311 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:27,299 : INFO : EPOCH 11 - PROGRESS: at 55.66% examples, 218314 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:28,367 : INFO : EPOCH 11 - PROGRESS: at 55.80% examples, 218339 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:29,371 : INFO : EPOCH 11 - PROGRESS: at 55.93% examples, 218349 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:30,382 : INFO : EPOCH 11 - PROGRESS: at 56.06% examples, 218390 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:31,418 : INFO : EPOCH 11 - PROGRESS: at 56.20% examples, 218386 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:32,434 : INFO : EPOCH 11 - PROGRESS: at 56.31% examples, 218407 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:33,441 : INFO : EPOCH 11 - PROGRESS: at 56.42% examples, 218423 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:34,510 : INFO : EPOCH 11 - PROGRESS: at 56.54% examples, 218415 words/s, in_qsize 8, out_qsize 2
2020-07-16 15:50:35,538 : INFO : EPOCH 11 - PROGRESS: at 56.67% examples, 218436 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:36,576 : INFO : EPOCH 11 - PROGRESS: at 56.79% examples, 218444 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:37,578 : INFO : EPOCH 11 - PROGRESS: at 56.92% examples, 218472 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:38,668 : INFO : EPOCH 11 - PROGRESS: at 57.04% examples, 218470 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:39,729 : INFO : EPOCH 11 - PROGRESS: at 57.17% examples, 218481 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:40,791 : INFO : EPOCH 11 - PROGRESS: at 57.28% examples, 218499 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:41,837 : INFO : EPOCH 11 - PROGRESS: at 57.42% examples, 218523 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:42,841 : INFO : EPOCH 11 - PROGRESS: at 57.54% examples, 218527 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:43,842 : INFO : EPOCH 11 - PROGRESS: at 57.66% examples, 218548 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:44,851 : INFO : EPOCH 11 - PROGRESS: at 57.80% examples, 218565 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:45,854 : INFO : EPOCH 11 - PROGRESS: at 57.90% examples, 218572 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:46,863 : INFO : EPOCH 11 - PROGRESS: at 58.02% examples, 218577 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:47,901 : INFO : EPOCH 11 - PROGRESS: at 58.15% examples, 218590 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:48,937 : INFO : EPOCH 11 - PROGRESS: at 58.29% examples, 218604 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:49,943 : INFO : EPOCH 11 - PROGRESS: at 58.41% examples, 218614 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:50,955 : INFO : EPOCH 11 - PROGRESS: at 58.54% examples, 218635 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:52,007 : INFO : EPOCH 11 - PROGRESS: at 58.66% examples, 218635 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:53,020 : INFO : EPOCH 11 - PROGRESS: at 58.77% examples, 218645 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:54,043 : INFO : EPOCH 11 - PROGRESS: at 58.90% examples, 218673 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:55,063 : INFO : EPOCH 11 - PROGRESS: at 59.04% examples, 218665 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:56,092 : INFO : EPOCH 11 - PROGRESS: at 59.17% examples, 218678 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:57,094 : INFO : EPOCH 11 - PROGRESS: at 59.30% examples, 218714 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:58,106 : INFO : EPOCH 11 - PROGRESS: at 59.43% examples, 218712 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:50:59,108 : INFO : EPOCH 11 - PROGRESS: at 59.55% examples, 218723 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:00,128 : INFO : EPOCH 11 - PROGRESS: at 59.69% examples, 218731 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:01,179 : INFO : EPOCH 11 - PROGRESS: at 59.81% examples, 218741 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:02,184 : INFO : EPOCH 11 - PROGRESS: at 59.95% examples, 218771 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:03,205 : INFO : EPOCH 11 - PROGRESS: at 60.06% examples, 218768 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:04,220 : INFO : EPOCH 11 - PROGRESS: at 60.19% examples, 218789 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:05,244 : INFO : EPOCH 11 - PROGRESS: at 60.31% examples, 218793 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:06,291 : INFO : EPOCH 11 - PROGRESS: at 60.43% examples, 218799 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:07,309 : INFO : EPOCH 11 - PROGRESS: at 60.57% examples, 218829 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:08,357 : INFO : EPOCH 11 - PROGRESS: at 60.68% examples, 218826 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:09,412 : INFO : EPOCH 11 - PROGRESS: at 60.83% examples, 218837 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:10,424 : INFO : EPOCH 11 - PROGRESS: at 60.94% examples, 218849 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:11,440 : INFO : EPOCH 11 - PROGRESS: at 61.07% examples, 218854 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:12,441 : INFO : EPOCH 11 - PROGRESS: at 61.20% examples, 218874 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:13,448 : INFO : EPOCH 11 - PROGRESS: at 61.32% examples, 218894 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:14,480 : INFO : EPOCH 11 - PROGRESS: at 61.45% examples, 218891 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:15,536 : INFO : EPOCH 11 - PROGRESS: at 61.59% examples, 218891 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:16,553 : INFO : EPOCH 11 - PROGRESS: at 61.70% examples, 218911 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:17,592 : INFO : EPOCH 11 - PROGRESS: at 61.81% examples, 218926 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:18,647 : INFO : EPOCH 11 - PROGRESS: at 61.95% examples, 218938 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:19,655 : INFO : EPOCH 11 - PROGRESS: at 62.06% examples, 218954 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:20,711 : INFO : EPOCH 11 - PROGRESS: at 62.18% examples, 218953 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:21,731 : INFO : EPOCH 11 - PROGRESS: at 62.32% examples, 218966 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:22,736 : INFO : EPOCH 11 - PROGRESS: at 62.43% examples, 218986 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:23,755 : INFO : EPOCH 11 - PROGRESS: at 62.58% examples, 218984 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:24,803 : INFO : EPOCH 11 - PROGRESS: at 62.68% examples, 219005 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:25,808 : INFO : EPOCH 11 - PROGRESS: at 62.79% examples, 219018 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:26,834 : INFO : EPOCH 11 - PROGRESS: at 62.91% examples, 219033 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:27,853 : INFO : EPOCH 11 - PROGRESS: at 63.02% examples, 219035 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:28,922 : INFO : EPOCH 11 - PROGRESS: at 63.15% examples, 219036 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:29,977 : INFO : EPOCH 11 - PROGRESS: at 63.27% examples, 219043 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:30,979 : INFO : EPOCH 11 - PROGRESS: at 63.39% examples, 219057 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:32,056 : INFO : EPOCH 11 - PROGRESS: at 63.50% examples, 219046 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:33,102 : INFO : EPOCH 11 - PROGRESS: at 63.63% examples, 219058 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:34,117 : INFO : EPOCH 11 - PROGRESS: at 63.76% examples, 219061 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:35,130 : INFO : EPOCH 11 - PROGRESS: at 63.88% examples, 219060 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:36,188 : INFO : EPOCH 11 - PROGRESS: at 64.01% examples, 219048 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:37,213 : INFO : EPOCH 11 - PROGRESS: at 64.12% examples, 219053 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:38,215 : INFO : EPOCH 11 - PROGRESS: at 64.24% examples, 219056 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:39,232 : INFO : EPOCH 11 - PROGRESS: at 64.38% examples, 219059 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:40,243 : INFO : EPOCH 11 - PROGRESS: at 64.49% examples, 219046 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:41,295 : INFO : EPOCH 11 - PROGRESS: at 64.63% examples, 219047 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:42,329 : INFO : EPOCH 11 - PROGRESS: at 64.76% examples, 219049 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:43,377 : INFO : EPOCH 11 - PROGRESS: at 64.88% examples, 219059 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:51:44,390 : INFO : EPOCH 11 - PROGRESS: at 65.00% examples, 219060 words/s, in_qsize 8, out_qsize 1
2020-07-16 15:51:45,400 : INFO : EPOCH 11 - PROGRESS: at 65.14% examples, 219063 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:46,407 : INFO : EPOCH 11 - PROGRESS: at 65.26% examples, 219066 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:47,481 : INFO : EPOCH 11 - PROGRESS: at 65.37% examples, 219058 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:48,496 : INFO : EPOCH 11 - PROGRESS: at 65.51% examples, 219078 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:49,573 : INFO : EPOCH 11 - PROGRESS: at 65.64% examples, 219062 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:50,587 : INFO : EPOCH 11 - PROGRESS: at 65.77% examples, 219050 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:51,608 : INFO : EPOCH 11 - PROGRESS: at 65.88% examples, 219043 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:52,618 : INFO : EPOCH 11 - PROGRESS: at 65.99% examples, 219042 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:53,669 : INFO : EPOCH 11 - PROGRESS: at 66.11% examples, 219047 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:54,748 : INFO : EPOCH 11 - PROGRESS: at 66.23% examples, 219050 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:55,761 : INFO : EPOCH 11 - PROGRESS: at 66.37% examples, 219059 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:56,797 : INFO : EPOCH 11 - PROGRESS: at 66.48% examples, 219071 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:57,829 : INFO : EPOCH 11 - PROGRESS: at 66.61% examples, 219089 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:58,830 : INFO : EPOCH 11 - PROGRESS: at 66.75% examples, 219098 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:51:59,830 : INFO : EPOCH 11 - PROGRESS: at 66.87% examples, 219111 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:00,906 : INFO : EPOCH 11 - PROGRESS: at 67.01% examples, 219108 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:01,918 : INFO : EPOCH 11 - PROGRESS: at 67.14% examples, 219117 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:02,931 : INFO : EPOCH 11 - PROGRESS: at 67.27% examples, 219131 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:03,945 : INFO : EPOCH 11 - PROGRESS: at 67.39% examples, 219147 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:04,958 : INFO : EPOCH 11 - PROGRESS: at 67.51% examples, 219148 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:05,968 : INFO : EPOCH 11 - PROGRESS: at 67.64% examples, 219152 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:06,969 : INFO : EPOCH 11 - PROGRESS: at 67.78% examples, 219178 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:08,000 : INFO : EPOCH 11 - PROGRESS: at 67.91% examples, 219181 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:09,040 : INFO : EPOCH 11 - PROGRESS: at 68.04% examples, 219184 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:10,054 : INFO : EPOCH 11 - PROGRESS: at 68.16% examples, 219193 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:11,087 : INFO : EPOCH 11 - PROGRESS: at 68.29% examples, 219213 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:12,116 : INFO : EPOCH 11 - PROGRESS: at 68.43% examples, 219208 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:13,154 : INFO : EPOCH 11 - PROGRESS: at 68.54% examples, 219219 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:14,163 : INFO : EPOCH 11 - PROGRESS: at 68.67% examples, 219235 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:15,202 : INFO : EPOCH 11 - PROGRESS: at 68.78% examples, 219243 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:16,203 : INFO : EPOCH 11 - PROGRESS: at 68.91% examples, 219241 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:17,209 : INFO : EPOCH 11 - PROGRESS: at 69.01% examples, 219259 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:18,241 : INFO : EPOCH 11 - PROGRESS: at 69.13% examples, 219271 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:19,249 : INFO : EPOCH 11 - PROGRESS: at 69.27% examples, 219283 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:20,251 : INFO : EPOCH 11 - PROGRESS: at 69.40% examples, 219301 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:21,255 : INFO : EPOCH 11 - PROGRESS: at 69.52% examples, 219305 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:22,270 : INFO : EPOCH 11 - PROGRESS: at 69.65% examples, 219300 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:23,314 : INFO : EPOCH 11 - PROGRESS: at 69.78% examples, 219317 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:24,347 : INFO : EPOCH 11 - PROGRESS: at 69.91% examples, 219329 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:25,351 : INFO : EPOCH 11 - PROGRESS: at 70.04% examples, 219337 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:26,369 : INFO : EPOCH 11 - PROGRESS: at 70.16% examples, 219350 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:27,375 : INFO : EPOCH 11 - PROGRESS: at 70.29% examples, 219352 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:28,379 : INFO : EPOCH 11 - PROGRESS: at 70.42% examples, 219358 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:29,417 : INFO : EPOCH 11 - PROGRESS: at 70.53% examples, 219346 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:30,427 : INFO : EPOCH 11 - PROGRESS: at 70.66% examples, 219365 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:31,473 : INFO : EPOCH 11 - PROGRESS: at 70.78% examples, 219380 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:32,478 : INFO : EPOCH 11 - PROGRESS: at 70.89% examples, 219375 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:33,522 : INFO : EPOCH 11 - PROGRESS: at 71.02% examples, 219387 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:34,554 : INFO : EPOCH 11 - PROGRESS: at 71.14% examples, 219402 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:35,575 : INFO : EPOCH 11 - PROGRESS: at 71.27% examples, 219409 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:36,598 : INFO : EPOCH 11 - PROGRESS: at 71.40% examples, 219411 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:37,631 : INFO : EPOCH 11 - PROGRESS: at 71.53% examples, 219417 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:38,659 : INFO : EPOCH 11 - PROGRESS: at 71.66% examples, 219431 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:39,707 : INFO : EPOCH 11 - PROGRESS: at 71.78% examples, 219440 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:40,724 : INFO : EPOCH 11 - PROGRESS: at 71.90% examples, 219451 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:41,730 : INFO : EPOCH 11 - PROGRESS: at 72.04% examples, 219470 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:42,811 : INFO : EPOCH 11 - PROGRESS: at 72.16% examples, 219463 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:43,821 : INFO : EPOCH 11 - PROGRESS: at 72.26% examples, 219477 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:44,855 : INFO : EPOCH 11 - PROGRESS: at 72.39% examples, 219490 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:45,863 : INFO : EPOCH 11 - PROGRESS: at 72.52% examples, 219506 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:46,956 : INFO : EPOCH 11 - PROGRESS: at 72.64% examples, 219490 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:47,965 : INFO : EPOCH 11 - PROGRESS: at 72.77% examples, 219513 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:48,977 : INFO : EPOCH 11 - PROGRESS: at 72.88% examples, 219516 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:49,990 : INFO : EPOCH 11 - PROGRESS: at 73.01% examples, 219526 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:50,998 : INFO : EPOCH 11 - PROGRESS: at 73.14% examples, 219535 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:52,006 : INFO : EPOCH 11 - PROGRESS: at 73.27% examples, 219554 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:53,040 : INFO : EPOCH 11 - PROGRESS: at 73.39% examples, 219551 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:54,111 : INFO : EPOCH 11 - PROGRESS: at 73.51% examples, 219545 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:55,144 : INFO : EPOCH 11 - PROGRESS: at 73.63% examples, 219565 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:56,172 : INFO : EPOCH 11 - PROGRESS: at 73.75% examples, 219576 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:57,190 : INFO : EPOCH 11 - PROGRESS: at 73.87% examples, 219584 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:58,192 : INFO : EPOCH 11 - PROGRESS: at 74.00% examples, 219589 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:52:59,202 : INFO : EPOCH 11 - PROGRESS: at 74.13% examples, 219597 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:00,219 : INFO : EPOCH 11 - PROGRESS: at 74.24% examples, 219611 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:01,229 : INFO : EPOCH 11 - PROGRESS: at 74.34% examples, 219616 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:02,233 : INFO : EPOCH 11 - PROGRESS: at 74.46% examples, 219636 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:03,234 : INFO : EPOCH 11 - PROGRESS: at 74.57% examples, 219637 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:04,253 : INFO : EPOCH 11 - PROGRESS: at 74.69% examples, 219637 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:05,320 : INFO : EPOCH 11 - PROGRESS: at 74.82% examples, 219645 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:06,381 : INFO : EPOCH 11 - PROGRESS: at 74.96% examples, 219652 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:07,396 : INFO : EPOCH 11 - PROGRESS: at 75.09% examples, 219666 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:08,403 : INFO : EPOCH 11 - PROGRESS: at 75.18% examples, 219673 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:09,418 : INFO : EPOCH 11 - PROGRESS: at 75.33% examples, 219674 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:10,421 : INFO : EPOCH 11 - PROGRESS: at 75.44% examples, 219673 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:11,452 : INFO : EPOCH 11 - PROGRESS: at 75.58% examples, 219677 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:12,458 : INFO : EPOCH 11 - PROGRESS: at 75.72% examples, 219698 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:13,463 : INFO : EPOCH 11 - PROGRESS: at 75.85% examples, 219706 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:14,468 : INFO : EPOCH 11 - PROGRESS: at 75.96% examples, 219717 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:15,488 : INFO : EPOCH 11 - PROGRESS: at 76.09% examples, 219721 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:16,527 : INFO : EPOCH 11 - PROGRESS: at 76.20% examples, 219716 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:17,543 : INFO : EPOCH 11 - PROGRESS: at 76.32% examples, 219739 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:18,549 : INFO : EPOCH 11 - PROGRESS: at 76.44% examples, 219746 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:19,559 : INFO : EPOCH 11 - PROGRESS: at 76.54% examples, 219757 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:20,576 : INFO : EPOCH 11 - PROGRESS: at 76.67% examples, 219764 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:21,582 : INFO : EPOCH 11 - PROGRESS: at 76.78% examples, 219767 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:22,582 : INFO : EPOCH 11 - PROGRESS: at 76.91% examples, 219777 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:23,587 : INFO : EPOCH 11 - PROGRESS: at 77.03% examples, 219783 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:24,594 : INFO : EPOCH 11 - PROGRESS: at 77.15% examples, 219802 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:25,648 : INFO : EPOCH 11 - PROGRESS: at 77.27% examples, 219793 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:26,665 : INFO : EPOCH 11 - PROGRESS: at 77.40% examples, 219808 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:27,696 : INFO : EPOCH 11 - PROGRESS: at 77.50% examples, 219810 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:28,701 : INFO : EPOCH 11 - PROGRESS: at 77.61% examples, 219814 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:29,711 : INFO : EPOCH 11 - PROGRESS: at 77.75% examples, 219835 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:30,717 : INFO : EPOCH 11 - PROGRESS: at 77.88% examples, 219839 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:31,723 : INFO : EPOCH 11 - PROGRESS: at 78.00% examples, 219838 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:32,729 : INFO : EPOCH 11 - PROGRESS: at 78.13% examples, 219845 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:33,740 : INFO : EPOCH 11 - PROGRESS: at 78.24% examples, 219857 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:34,765 : INFO : EPOCH 11 - PROGRESS: at 78.35% examples, 219858 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:35,779 : INFO : EPOCH 11 - PROGRESS: at 78.48% examples, 219871 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:36,784 : INFO : EPOCH 11 - PROGRESS: at 78.59% examples, 219881 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:37,799 : INFO : EPOCH 11 - PROGRESS: at 78.72% examples, 219894 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:38,805 : INFO : EPOCH 11 - PROGRESS: at 78.84% examples, 219894 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:39,806 : INFO : EPOCH 11 - PROGRESS: at 78.96% examples, 219891 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:40,830 : INFO : EPOCH 11 - PROGRESS: at 79.09% examples, 219900 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:41,840 : INFO : EPOCH 11 - PROGRESS: at 79.21% examples, 219908 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:42,856 : INFO : EPOCH 11 - PROGRESS: at 79.34% examples, 219924 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:43,876 : INFO : EPOCH 11 - PROGRESS: at 79.47% examples, 219918 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:44,887 : INFO : EPOCH 11 - PROGRESS: at 79.61% examples, 219939 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:45,900 : INFO : EPOCH 11 - PROGRESS: at 79.73% examples, 219940 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:46,905 : INFO : EPOCH 11 - PROGRESS: at 79.83% examples, 219955 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:47,959 : INFO : EPOCH 11 - PROGRESS: at 79.94% examples, 219947 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:49,007 : INFO : EPOCH 11 - PROGRESS: at 80.07% examples, 219955 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:50,007 : INFO : EPOCH 11 - PROGRESS: at 80.20% examples, 219974 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:51,026 : INFO : EPOCH 11 - PROGRESS: at 80.33% examples, 219968 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:52,049 : INFO : EPOCH 11 - PROGRESS: at 80.44% examples, 219977 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:53,053 : INFO : EPOCH 11 - PROGRESS: at 80.56% examples, 219987 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:54,102 : INFO : EPOCH 11 - PROGRESS: at 80.67% examples, 219996 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:55,168 : INFO : EPOCH 11 - PROGRESS: at 80.79% examples, 219999 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:56,192 : INFO : EPOCH 11 - PROGRESS: at 80.91% examples, 220009 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:57,252 : INFO : EPOCH 11 - PROGRESS: at 81.04% examples, 220016 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:58,263 : INFO : EPOCH 11 - PROGRESS: at 81.15% examples, 220022 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:53:59,282 : INFO : EPOCH 11 - PROGRESS: at 81.27% examples, 220034 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:00,293 : INFO : EPOCH 11 - PROGRESS: at 81.40% examples, 220042 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:01,341 : INFO : EPOCH 11 - PROGRESS: at 81.50% examples, 220035 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:02,362 : INFO : EPOCH 11 - PROGRESS: at 81.61% examples, 220044 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:03,378 : INFO : EPOCH 11 - PROGRESS: at 81.74% examples, 220056 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:04,411 : INFO : EPOCH 11 - PROGRESS: at 81.84% examples, 220056 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:05,426 : INFO : EPOCH 11 - PROGRESS: at 81.97% examples, 220069 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:06,450 : INFO : EPOCH 11 - PROGRESS: at 82.09% examples, 220068 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:07,480 : INFO : EPOCH 11 - PROGRESS: at 82.23% examples, 220075 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:08,495 : INFO : EPOCH 11 - PROGRESS: at 82.35% examples, 220089 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:09,517 : INFO : EPOCH 11 - PROGRESS: at 82.48% examples, 220092 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:10,539 : INFO : EPOCH 11 - PROGRESS: at 82.61% examples, 220103 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:11,584 : INFO : EPOCH 11 - PROGRESS: at 82.72% examples, 220098 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:12,658 : INFO : EPOCH 11 - PROGRESS: at 82.85% examples, 220100 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:13,719 : INFO : EPOCH 11 - PROGRESS: at 82.97% examples, 220113 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:14,724 : INFO : EPOCH 11 - PROGRESS: at 83.07% examples, 220125 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:15,724 : INFO : EPOCH 11 - PROGRESS: at 83.19% examples, 220128 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:16,764 : INFO : EPOCH 11 - PROGRESS: at 83.34% examples, 220133 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:17,790 : INFO : EPOCH 11 - PROGRESS: at 83.46% examples, 220134 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:18,809 : INFO : EPOCH 11 - PROGRESS: at 83.58% examples, 220137 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:19,869 : INFO : EPOCH 11 - PROGRESS: at 83.70% examples, 220135 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:20,895 : INFO : EPOCH 11 - PROGRESS: at 83.82% examples, 220124 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:21,918 : INFO : EPOCH 11 - PROGRESS: at 83.97% examples, 220133 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:22,921 : INFO : EPOCH 11 - PROGRESS: at 84.07% examples, 220088 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:23,927 : INFO : EPOCH 11 - PROGRESS: at 84.19% examples, 220067 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:24,932 : INFO : EPOCH 11 - PROGRESS: at 84.30% examples, 220055 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:25,953 : INFO : EPOCH 11 - PROGRESS: at 84.41% examples, 220064 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:26,968 : INFO : EPOCH 11 - PROGRESS: at 84.53% examples, 220080 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:27,987 : INFO : EPOCH 11 - PROGRESS: at 84.66% examples, 220080 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:29,055 : INFO : EPOCH 11 - PROGRESS: at 84.77% examples, 220080 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:30,057 : INFO : EPOCH 11 - PROGRESS: at 84.88% examples, 220089 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:31,118 : INFO : EPOCH 11 - PROGRESS: at 84.99% examples, 220086 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:32,145 : INFO : EPOCH 11 - PROGRESS: at 85.10% examples, 220100 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:33,175 : INFO : EPOCH 11 - PROGRESS: at 85.23% examples, 220112 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:34,227 : INFO : EPOCH 11 - PROGRESS: at 85.35% examples, 220109 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:35,249 : INFO : EPOCH 11 - PROGRESS: at 85.46% examples, 220115 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:36,260 : INFO : EPOCH 11 - PROGRESS: at 85.58% examples, 220117 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:37,301 : INFO : EPOCH 11 - PROGRESS: at 85.69% examples, 220125 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:38,336 : INFO : EPOCH 11 - PROGRESS: at 85.81% examples, 220129 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:39,348 : INFO : EPOCH 11 - PROGRESS: at 85.93% examples, 220136 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:40,374 : INFO : EPOCH 11 - PROGRESS: at 86.06% examples, 220138 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:41,413 : INFO : EPOCH 11 - PROGRESS: at 86.19% examples, 220139 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:42,442 : INFO : EPOCH 11 - PROGRESS: at 86.30% examples, 220146 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:43,458 : INFO : EPOCH 11 - PROGRESS: at 86.43% examples, 220162 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:44,487 : INFO : EPOCH 11 - PROGRESS: at 86.55% examples, 220159 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:45,505 : INFO : EPOCH 11 - PROGRESS: at 86.69% examples, 220164 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:46,530 : INFO : EPOCH 11 - PROGRESS: at 86.82% examples, 220173 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:47,533 : INFO : EPOCH 11 - PROGRESS: at 86.93% examples, 220180 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:48,546 : INFO : EPOCH 11 - PROGRESS: at 87.05% examples, 220192 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:49,567 : INFO : EPOCH 11 - PROGRESS: at 87.18% examples, 220194 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:50,639 : INFO : EPOCH 11 - PROGRESS: at 87.31% examples, 220191 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:51,653 : INFO : EPOCH 11 - PROGRESS: at 87.44% examples, 220208 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:52,655 : INFO : EPOCH 11 - PROGRESS: at 87.56% examples, 220213 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:53,667 : INFO : EPOCH 11 - PROGRESS: at 87.70% examples, 220217 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:54,706 : INFO : EPOCH 11 - PROGRESS: at 87.83% examples, 220220 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:55,721 : INFO : EPOCH 11 - PROGRESS: at 87.94% examples, 220238 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:56,755 : INFO : EPOCH 11 - PROGRESS: at 88.05% examples, 220230 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:57,776 : INFO : EPOCH 11 - PROGRESS: at 88.18% examples, 220243 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:58,787 : INFO : EPOCH 11 - PROGRESS: at 88.32% examples, 220251 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:54:59,790 : INFO : EPOCH 11 - PROGRESS: at 88.44% examples, 220259 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:00,805 : INFO : EPOCH 11 - PROGRESS: at 88.56% examples, 220252 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:01,837 : INFO : EPOCH 11 - PROGRESS: at 88.69% examples, 220261 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:02,839 : INFO : EPOCH 11 - PROGRESS: at 88.82% examples, 220279 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:03,850 : INFO : EPOCH 11 - PROGRESS: at 88.96% examples, 220285 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:04,886 : INFO : EPOCH 11 - PROGRESS: at 89.05% examples, 220282 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:05,907 : INFO : EPOCH 11 - PROGRESS: at 89.17% examples, 220279 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:06,924 : INFO : EPOCH 11 - PROGRESS: at 89.32% examples, 220294 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:07,924 : INFO : EPOCH 11 - PROGRESS: at 89.44% examples, 220297 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:08,950 : INFO : EPOCH 11 - PROGRESS: at 89.55% examples, 220293 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:09,998 : INFO : EPOCH 11 - PROGRESS: at 89.68% examples, 220308 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:11,034 : INFO : EPOCH 11 - PROGRESS: at 89.81% examples, 220321 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:12,064 : INFO : EPOCH 11 - PROGRESS: at 89.94% examples, 220324 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:13,078 : INFO : EPOCH 11 - PROGRESS: at 90.06% examples, 220332 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:14,087 : INFO : EPOCH 11 - PROGRESS: at 90.16% examples, 220330 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:15,162 : INFO : EPOCH 11 - PROGRESS: at 90.28% examples, 220332 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:16,167 : INFO : EPOCH 11 - PROGRESS: at 90.40% examples, 220337 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:17,168 : INFO : EPOCH 11 - PROGRESS: at 90.53% examples, 220350 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:18,188 : INFO : EPOCH 11 - PROGRESS: at 90.67% examples, 220353 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:19,199 : INFO : EPOCH 11 - PROGRESS: at 90.77% examples, 220355 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:20,206 : INFO : EPOCH 11 - PROGRESS: at 90.89% examples, 220364 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:21,237 : INFO : EPOCH 11 - PROGRESS: at 91.00% examples, 220368 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:22,249 : INFO : EPOCH 11 - PROGRESS: at 91.12% examples, 220378 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:23,304 : INFO : EPOCH 11 - PROGRESS: at 91.23% examples, 220380 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:24,361 : INFO : EPOCH 11 - PROGRESS: at 91.36% examples, 220381 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:25,414 : INFO : EPOCH 11 - PROGRESS: at 91.49% examples, 220385 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:26,453 : INFO : EPOCH 11 - PROGRESS: at 91.63% examples, 220396 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:27,461 : INFO : EPOCH 11 - PROGRESS: at 91.75% examples, 220411 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:28,498 : INFO : EPOCH 11 - PROGRESS: at 91.87% examples, 220412 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:29,523 : INFO : EPOCH 11 - PROGRESS: at 91.99% examples, 220415 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:30,598 : INFO : EPOCH 11 - PROGRESS: at 92.12% examples, 220416 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:31,627 : INFO : EPOCH 11 - PROGRESS: at 92.24% examples, 220424 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:32,651 : INFO : EPOCH 11 - PROGRESS: at 92.37% examples, 220429 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:33,668 : INFO : EPOCH 11 - PROGRESS: at 92.51% examples, 220440 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:34,724 : INFO : EPOCH 11 - PROGRESS: at 92.64% examples, 220439 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:35,734 : INFO : EPOCH 11 - PROGRESS: at 92.76% examples, 220453 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:36,739 : INFO : EPOCH 11 - PROGRESS: at 92.88% examples, 220449 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:37,740 : INFO : EPOCH 11 - PROGRESS: at 93.01% examples, 220453 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:38,774 : INFO : EPOCH 11 - PROGRESS: at 93.12% examples, 220461 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:39,786 : INFO : EPOCH 11 - PROGRESS: at 93.24% examples, 220472 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:40,787 : INFO : EPOCH 11 - PROGRESS: at 93.35% examples, 220483 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:41,822 : INFO : EPOCH 11 - PROGRESS: at 93.49% examples, 220484 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:42,828 : INFO : EPOCH 11 - PROGRESS: at 93.61% examples, 220490 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:43,840 : INFO : EPOCH 11 - PROGRESS: at 93.73% examples, 220488 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:44,882 : INFO : EPOCH 11 - PROGRESS: at 93.85% examples, 220498 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:45,890 : INFO : EPOCH 11 - PROGRESS: at 93.97% examples, 220501 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:46,925 : INFO : EPOCH 11 - PROGRESS: at 94.09% examples, 220506 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:47,994 : INFO : EPOCH 11 - PROGRESS: at 94.20% examples, 220512 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:48,995 : INFO : EPOCH 11 - PROGRESS: at 94.33% examples, 220529 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:50,000 : INFO : EPOCH 11 - PROGRESS: at 94.44% examples, 220525 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:51,009 : INFO : EPOCH 11 - PROGRESS: at 94.57% examples, 220534 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:52,013 : INFO : EPOCH 11 - PROGRESS: at 94.65% examples, 220536 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:53,021 : INFO : EPOCH 11 - PROGRESS: at 94.78% examples, 220542 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:54,046 : INFO : EPOCH 11 - PROGRESS: at 94.92% examples, 220547 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:55,068 : INFO : EPOCH 11 - PROGRESS: at 95.03% examples, 220551 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:56,075 : INFO : EPOCH 11 - PROGRESS: at 95.16% examples, 220551 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:57,098 : INFO : EPOCH 11 - PROGRESS: at 95.28% examples, 220559 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:58,110 : INFO : EPOCH 11 - PROGRESS: at 95.38% examples, 220552 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:55:59,111 : INFO : EPOCH 11 - PROGRESS: at 95.52% examples, 220562 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:00,115 : INFO : EPOCH 11 - PROGRESS: at 95.63% examples, 220572 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:01,162 : INFO : EPOCH 11 - PROGRESS: at 95.75% examples, 220572 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:02,164 : INFO : EPOCH 11 - PROGRESS: at 95.88% examples, 220579 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:03,199 : INFO : EPOCH 11 - PROGRESS: at 95.99% examples, 220581 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:04,218 : INFO : EPOCH 11 - PROGRESS: at 96.10% examples, 220594 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:05,269 : INFO : EPOCH 11 - PROGRESS: at 96.20% examples, 220588 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:06,292 : INFO : EPOCH 11 - PROGRESS: at 96.32% examples, 220594 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:07,300 : INFO : EPOCH 11 - PROGRESS: at 96.45% examples, 220600 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:08,313 : INFO : EPOCH 11 - PROGRESS: at 96.58% examples, 220595 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:09,326 : INFO : EPOCH 11 - PROGRESS: at 96.72% examples, 220606 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:10,356 : INFO : EPOCH 11 - PROGRESS: at 96.86% examples, 220612 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:11,365 : INFO : EPOCH 11 - PROGRESS: at 97.00% examples, 220624 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:12,381 : INFO : EPOCH 11 - PROGRESS: at 97.14% examples, 220627 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:13,406 : INFO : EPOCH 11 - PROGRESS: at 97.26% examples, 220629 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:14,407 : INFO : EPOCH 11 - PROGRESS: at 97.38% examples, 220627 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:15,416 : INFO : EPOCH 11 - PROGRESS: at 97.51% examples, 220627 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:16,420 : INFO : EPOCH 11 - PROGRESS: at 97.62% examples, 220629 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:17,445 : INFO : EPOCH 11 - PROGRESS: at 97.75% examples, 220635 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:18,485 : INFO : EPOCH 11 - PROGRESS: at 97.88% examples, 220650 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:19,533 : INFO : EPOCH 11 - PROGRESS: at 98.00% examples, 220646 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:20,559 : INFO : EPOCH 11 - PROGRESS: at 98.13% examples, 220650 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:21,588 : INFO : EPOCH 11 - PROGRESS: at 98.27% examples, 220651 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:22,613 : INFO : EPOCH 11 - PROGRESS: at 98.42% examples, 220661 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:23,644 : INFO : EPOCH 11 - PROGRESS: at 98.54% examples, 220666 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:24,703 : INFO : EPOCH 11 - PROGRESS: at 98.64% examples, 220666 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:25,713 : INFO : EPOCH 11 - PROGRESS: at 98.77% examples, 220671 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:26,767 : INFO : EPOCH 11 - PROGRESS: at 98.90% examples, 220677 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:27,781 : INFO : EPOCH 11 - PROGRESS: at 99.02% examples, 220688 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:28,828 : INFO : EPOCH 11 - PROGRESS: at 99.15% examples, 220687 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:29,871 : INFO : EPOCH 11 - PROGRESS: at 99.27% examples, 220684 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:30,948 : INFO : EPOCH 11 - PROGRESS: at 99.40% examples, 220688 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:31,950 : INFO : EPOCH 11 - PROGRESS: at 99.52% examples, 220700 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:32,954 : INFO : EPOCH 11 - PROGRESS: at 99.62% examples, 220697 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:33,967 : INFO : EPOCH 11 - PROGRESS: at 99.75% examples, 220700 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:34,969 : INFO : EPOCH 11 - PROGRESS: at 99.89% examples, 220699 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:35,831 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 15:56:35,859 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 15:56:35,870 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 15:56:35,885 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 15:56:35,886 : INFO : EPOCH - 11 : training on 246540407 raw words (186691205 effective words) took 845.8s, 220720 effective words/s
2020-07-16 15:56:36,911 : INFO : EPOCH 12 - PROGRESS: at 0.13% examples, 212684 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:37,937 : INFO : EPOCH 12 - PROGRESS: at 0.27% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:38,939 : INFO : EPOCH 12 - PROGRESS: at 0.40% examples, 222473 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:39,944 : INFO : EPOCH 12 - PROGRESS: at 0.53% examples, 222724 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:40,995 : INFO : EPOCH 12 - PROGRESS: at 0.64% examples, 221450 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:42,006 : INFO : EPOCH 12 - PROGRESS: at 0.76% examples, 222416 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:43,022 : INFO : EPOCH 12 - PROGRESS: at 0.89% examples, 223600 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:44,033 : INFO : EPOCH 12 - PROGRESS: at 1.01% examples, 224139 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:45,069 : INFO : EPOCH 12 - PROGRESS: at 1.11% examples, 223421 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:46,075 : INFO : EPOCH 12 - PROGRESS: at 1.23% examples, 224153 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:47,109 : INFO : EPOCH 12 - PROGRESS: at 1.35% examples, 223809 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:48,131 : INFO : EPOCH 12 - PROGRESS: at 1.47% examples, 223517 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:49,135 : INFO : EPOCH 12 - PROGRESS: at 1.61% examples, 223738 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:50,175 : INFO : EPOCH 12 - PROGRESS: at 1.73% examples, 224133 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:51,186 : INFO : EPOCH 12 - PROGRESS: at 1.86% examples, 224119 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:52,194 : INFO : EPOCH 12 - PROGRESS: at 1.99% examples, 223703 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:53,195 : INFO : EPOCH 12 - PROGRESS: at 2.10% examples, 224244 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:54,283 : INFO : EPOCH 12 - PROGRESS: at 2.22% examples, 223717 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:55,292 : INFO : EPOCH 12 - PROGRESS: at 2.34% examples, 224108 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:56,314 : INFO : EPOCH 12 - PROGRESS: at 2.46% examples, 224346 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:57,338 : INFO : EPOCH 12 - PROGRESS: at 2.57% examples, 223899 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:58,347 : INFO : EPOCH 12 - PROGRESS: at 2.70% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:56:59,367 : INFO : EPOCH 12 - PROGRESS: at 2.82% examples, 223852 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:00,406 : INFO : EPOCH 12 - PROGRESS: at 2.91% examples, 221419 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:01,513 : INFO : EPOCH 12 - PROGRESS: at 2.99% examples, 217482 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:02,547 : INFO : EPOCH 12 - PROGRESS: at 3.07% examples, 214434 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:03,617 : INFO : EPOCH 12 - PROGRESS: at 3.13% examples, 211043 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:04,624 : INFO : EPOCH 12 - PROGRESS: at 3.21% examples, 208906 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:05,830 : INFO : EPOCH 12 - PROGRESS: at 3.30% examples, 206151 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:57:06,837 : INFO : EPOCH 12 - PROGRESS: at 3.37% examples, 203857 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:07,861 : INFO : EPOCH 12 - PROGRESS: at 3.43% examples, 201394 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:57:08,977 : INFO : EPOCH 12 - PROGRESS: at 3.50% examples, 198822 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:57:09,997 : INFO : EPOCH 12 - PROGRESS: at 3.58% examples, 196731 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:11,038 : INFO : EPOCH 12 - PROGRESS: at 3.69% examples, 195945 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:12,060 : INFO : EPOCH 12 - PROGRESS: at 3.82% examples, 196848 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:13,096 : INFO : EPOCH 12 - PROGRESS: at 3.94% examples, 197561 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:57:14,141 : INFO : EPOCH 12 - PROGRESS: at 4.05% examples, 198297 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:15,152 : INFO : EPOCH 12 - PROGRESS: at 4.17% examples, 199160 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:16,154 : INFO : EPOCH 12 - PROGRESS: at 4.29% examples, 199718 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:17,154 : INFO : EPOCH 12 - PROGRESS: at 4.41% examples, 200454 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:18,225 : INFO : EPOCH 12 - PROGRESS: at 4.53% examples, 200847 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:19,293 : INFO : EPOCH 12 - PROGRESS: at 4.67% examples, 201396 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:20,309 : INFO : EPOCH 12 - PROGRESS: at 4.78% examples, 202072 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:21,332 : INFO : EPOCH 12 - PROGRESS: at 4.91% examples, 202516 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:22,339 : INFO : EPOCH 12 - PROGRESS: at 5.03% examples, 203108 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:23,341 : INFO : EPOCH 12 - PROGRESS: at 5.15% examples, 203418 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:24,356 : INFO : EPOCH 12 - PROGRESS: at 5.26% examples, 203947 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:25,368 : INFO : EPOCH 12 - PROGRESS: at 5.37% examples, 204182 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:26,372 : INFO : EPOCH 12 - PROGRESS: at 5.50% examples, 204823 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:27,382 : INFO : EPOCH 12 - PROGRESS: at 5.62% examples, 205202 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:28,395 : INFO : EPOCH 12 - PROGRESS: at 5.76% examples, 205582 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:29,429 : INFO : EPOCH 12 - PROGRESS: at 5.89% examples, 206035 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:30,430 : INFO : EPOCH 12 - PROGRESS: at 5.99% examples, 206272 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:31,521 : INFO : EPOCH 12 - PROGRESS: at 6.13% examples, 206547 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:32,536 : INFO : EPOCH 12 - PROGRESS: at 6.26% examples, 206956 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:33,580 : INFO : EPOCH 12 - PROGRESS: at 6.39% examples, 207299 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:34,612 : INFO : EPOCH 12 - PROGRESS: at 6.49% examples, 207588 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:35,630 : INFO : EPOCH 12 - PROGRESS: at 6.61% examples, 207935 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:36,652 : INFO : EPOCH 12 - PROGRESS: at 6.73% examples, 208213 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:37,695 : INFO : EPOCH 12 - PROGRESS: at 6.85% examples, 208504 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:38,762 : INFO : EPOCH 12 - PROGRESS: at 6.97% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:39,779 : INFO : EPOCH 12 - PROGRESS: at 7.10% examples, 209029 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:40,805 : INFO : EPOCH 12 - PROGRESS: at 7.24% examples, 209263 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:57:41,829 : INFO : EPOCH 12 - PROGRESS: at 7.34% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:42,833 : INFO : EPOCH 12 - PROGRESS: at 7.42% examples, 207774 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:43,841 : INFO : EPOCH 12 - PROGRESS: at 7.51% examples, 206881 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:44,884 : INFO : EPOCH 12 - PROGRESS: at 7.59% examples, 205730 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:45,944 : INFO : EPOCH 12 - PROGRESS: at 7.66% examples, 204545 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:46,953 : INFO : EPOCH 12 - PROGRESS: at 7.74% examples, 203949 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:47,954 : INFO : EPOCH 12 - PROGRESS: at 7.84% examples, 203821 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:48,957 : INFO : EPOCH 12 - PROGRESS: at 7.94% examples, 203599 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:49,994 : INFO : EPOCH 12 - PROGRESS: at 8.04% examples, 203429 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:51,000 : INFO : EPOCH 12 - PROGRESS: at 8.13% examples, 203178 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:52,012 : INFO : EPOCH 12 - PROGRESS: at 8.23% examples, 202986 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:53,046 : INFO : EPOCH 12 - PROGRESS: at 8.34% examples, 202894 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:54,080 : INFO : EPOCH 12 - PROGRESS: at 8.43% examples, 202606 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:55,124 : INFO : EPOCH 12 - PROGRESS: at 8.56% examples, 202752 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:56,174 : INFO : EPOCH 12 - PROGRESS: at 8.69% examples, 202970 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:57,201 : INFO : EPOCH 12 - PROGRESS: at 8.81% examples, 203175 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:58,224 : INFO : EPOCH 12 - PROGRESS: at 8.93% examples, 203476 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:57:59,226 : INFO : EPOCH 12 - PROGRESS: at 9.05% examples, 203827 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:00,230 : INFO : EPOCH 12 - PROGRESS: at 9.17% examples, 203984 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:01,269 : INFO : EPOCH 12 - PROGRESS: at 9.31% examples, 204262 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:02,298 : INFO : EPOCH 12 - PROGRESS: at 9.44% examples, 204541 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:03,318 : INFO : EPOCH 12 - PROGRESS: at 9.54% examples, 204667 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:04,331 : INFO : EPOCH 12 - PROGRESS: at 9.66% examples, 204989 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:05,368 : INFO : EPOCH 12 - PROGRESS: at 9.77% examples, 205245 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:06,397 : INFO : EPOCH 12 - PROGRESS: at 9.90% examples, 205462 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:07,398 : INFO : EPOCH 12 - PROGRESS: at 10.03% examples, 205717 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:08,400 : INFO : EPOCH 12 - PROGRESS: at 10.15% examples, 205860 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:09,405 : INFO : EPOCH 12 - PROGRESS: at 10.28% examples, 206100 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:10,419 : INFO : EPOCH 12 - PROGRESS: at 10.41% examples, 206291 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:11,429 : INFO : EPOCH 12 - PROGRESS: at 10.53% examples, 206573 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:12,451 : INFO : EPOCH 12 - PROGRESS: at 10.65% examples, 206633 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:13,462 : INFO : EPOCH 12 - PROGRESS: at 10.78% examples, 206883 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:14,467 : INFO : EPOCH 12 - PROGRESS: at 10.90% examples, 207088 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:15,495 : INFO : EPOCH 12 - PROGRESS: at 11.03% examples, 207267 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:16,499 : INFO : EPOCH 12 - PROGRESS: at 11.14% examples, 207420 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:17,574 : INFO : EPOCH 12 - PROGRESS: at 11.27% examples, 207580 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:18,577 : INFO : EPOCH 12 - PROGRESS: at 11.39% examples, 207774 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:19,596 : INFO : EPOCH 12 - PROGRESS: at 11.51% examples, 208015 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:20,604 : INFO : EPOCH 12 - PROGRESS: at 11.62% examples, 208171 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:21,616 : INFO : EPOCH 12 - PROGRESS: at 11.74% examples, 208291 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:22,626 : INFO : EPOCH 12 - PROGRESS: at 11.87% examples, 208474 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:23,636 : INFO : EPOCH 12 - PROGRESS: at 12.01% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:24,641 : INFO : EPOCH 12 - PROGRESS: at 12.14% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:25,672 : INFO : EPOCH 12 - PROGRESS: at 12.27% examples, 208966 words/s, in_qsize 8, out_qsize 1
2020-07-16 15:58:26,685 : INFO : EPOCH 12 - PROGRESS: at 12.39% examples, 209121 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:27,702 : INFO : EPOCH 12 - PROGRESS: at 12.50% examples, 209215 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:28,706 : INFO : EPOCH 12 - PROGRESS: at 12.61% examples, 209358 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:29,731 : INFO : EPOCH 12 - PROGRESS: at 12.75% examples, 209506 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:30,735 : INFO : EPOCH 12 - PROGRESS: at 12.87% examples, 209618 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:31,759 : INFO : EPOCH 12 - PROGRESS: at 13.01% examples, 209720 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:32,830 : INFO : EPOCH 12 - PROGRESS: at 13.15% examples, 209879 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:33,831 : INFO : EPOCH 12 - PROGRESS: at 13.30% examples, 210101 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:34,834 : INFO : EPOCH 12 - PROGRESS: at 13.41% examples, 210217 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:35,843 : INFO : EPOCH 12 - PROGRESS: at 13.54% examples, 210259 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:36,858 : INFO : EPOCH 12 - PROGRESS: at 13.66% examples, 210333 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:37,872 : INFO : EPOCH 12 - PROGRESS: at 13.77% examples, 210480 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:38,936 : INFO : EPOCH 12 - PROGRESS: at 13.89% examples, 210570 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:39,943 : INFO : EPOCH 12 - PROGRESS: at 14.01% examples, 210747 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:41,000 : INFO : EPOCH 12 - PROGRESS: at 14.16% examples, 210837 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:42,010 : INFO : EPOCH 12 - PROGRESS: at 14.28% examples, 211005 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:43,055 : INFO : EPOCH 12 - PROGRESS: at 14.41% examples, 211052 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:44,075 : INFO : EPOCH 12 - PROGRESS: at 14.55% examples, 211210 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:45,143 : INFO : EPOCH 12 - PROGRESS: at 14.67% examples, 211286 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:46,144 : INFO : EPOCH 12 - PROGRESS: at 14.81% examples, 211385 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:47,180 : INFO : EPOCH 12 - PROGRESS: at 14.93% examples, 211508 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:48,187 : INFO : EPOCH 12 - PROGRESS: at 15.05% examples, 211583 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:49,244 : INFO : EPOCH 12 - PROGRESS: at 15.17% examples, 211640 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:50,272 : INFO : EPOCH 12 - PROGRESS: at 15.30% examples, 211656 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:51,273 : INFO : EPOCH 12 - PROGRESS: at 15.43% examples, 211726 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:52,284 : INFO : EPOCH 12 - PROGRESS: at 15.52% examples, 211471 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:53,317 : INFO : EPOCH 12 - PROGRESS: at 15.64% examples, 211471 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:54,325 : INFO : EPOCH 12 - PROGRESS: at 15.76% examples, 211527 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:58:55,368 : INFO : EPOCH 12 - PROGRESS: at 15.89% examples, 211638 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:56,378 : INFO : EPOCH 12 - PROGRESS: at 16.02% examples, 211741 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:57,410 : INFO : EPOCH 12 - PROGRESS: at 16.15% examples, 211813 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:58,414 : INFO : EPOCH 12 - PROGRESS: at 16.28% examples, 211942 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:58:59,426 : INFO : EPOCH 12 - PROGRESS: at 16.41% examples, 212050 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:00,433 : INFO : EPOCH 12 - PROGRESS: at 16.53% examples, 212142 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:01,490 : INFO : EPOCH 12 - PROGRESS: at 16.65% examples, 212193 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:02,547 : INFO : EPOCH 12 - PROGRESS: at 16.77% examples, 212267 words/s, in_qsize 8, out_qsize 0
2020-07-16 15:59:03,587 : INFO : EPOCH 12 - PROGRESS: at 16.91% examples, 212380 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:04,604 : INFO : EPOCH 12 - PROGRESS: at 17.03% examples, 212471 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:05,628 : INFO : EPOCH 12 - PROGRESS: at 17.14% examples, 212576 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:06,635 : INFO : EPOCH 12 - PROGRESS: at 17.25% examples, 212680 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:07,641 : INFO : EPOCH 12 - PROGRESS: at 17.37% examples, 212690 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:08,647 : INFO : EPOCH 12 - PROGRESS: at 17.49% examples, 212849 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:09,660 : INFO : EPOCH 12 - PROGRESS: at 17.61% examples, 212889 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:10,665 : INFO : EPOCH 12 - PROGRESS: at 17.74% examples, 212997 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:11,674 : INFO : EPOCH 12 - PROGRESS: at 17.86% examples, 213075 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:12,731 : INFO : EPOCH 12 - PROGRESS: at 17.98% examples, 213126 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:13,737 : INFO : EPOCH 12 - PROGRESS: at 18.10% examples, 213179 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:14,779 : INFO : EPOCH 12 - PROGRESS: at 18.23% examples, 213274 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:15,835 : INFO : EPOCH 12 - PROGRESS: at 18.37% examples, 213344 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:16,852 : INFO : EPOCH 12 - PROGRESS: at 18.47% examples, 213412 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:17,860 : INFO : EPOCH 12 - PROGRESS: at 18.59% examples, 213517 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:18,875 : INFO : EPOCH 12 - PROGRESS: at 18.71% examples, 213592 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:19,923 : INFO : EPOCH 12 - PROGRESS: at 18.83% examples, 213634 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:20,925 : INFO : EPOCH 12 - PROGRESS: at 18.95% examples, 213719 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:21,928 : INFO : EPOCH 12 - PROGRESS: at 19.07% examples, 213787 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:22,930 : INFO : EPOCH 12 - PROGRESS: at 19.18% examples, 213820 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:23,930 : INFO : EPOCH 12 - PROGRESS: at 19.30% examples, 213887 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:24,934 : INFO : EPOCH 12 - PROGRESS: at 19.43% examples, 213986 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:25,942 : INFO : EPOCH 12 - PROGRESS: at 19.55% examples, 214003 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:26,988 : INFO : EPOCH 12 - PROGRESS: at 19.67% examples, 214093 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:27,999 : INFO : EPOCH 12 - PROGRESS: at 19.80% examples, 214133 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:29,048 : INFO : EPOCH 12 - PROGRESS: at 19.93% examples, 214224 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:30,082 : INFO : EPOCH 12 - PROGRESS: at 20.06% examples, 214278 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:31,102 : INFO : EPOCH 12 - PROGRESS: at 20.18% examples, 214326 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:32,143 : INFO : EPOCH 12 - PROGRESS: at 20.29% examples, 214395 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:33,168 : INFO : EPOCH 12 - PROGRESS: at 20.42% examples, 214475 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:34,190 : INFO : EPOCH 12 - PROGRESS: at 20.55% examples, 214516 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:35,222 : INFO : EPOCH 12 - PROGRESS: at 20.68% examples, 214589 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:36,250 : INFO : EPOCH 12 - PROGRESS: at 20.81% examples, 214660 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:37,254 : INFO : EPOCH 12 - PROGRESS: at 20.93% examples, 214712 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:38,255 : INFO : EPOCH 12 - PROGRESS: at 21.05% examples, 214731 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:39,267 : INFO : EPOCH 12 - PROGRESS: at 21.18% examples, 214804 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:40,314 : INFO : EPOCH 12 - PROGRESS: at 21.30% examples, 214841 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:41,316 : INFO : EPOCH 12 - PROGRESS: at 21.42% examples, 214955 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:42,316 : INFO : EPOCH 12 - PROGRESS: at 21.55% examples, 214980 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:43,376 : INFO : EPOCH 12 - PROGRESS: at 21.67% examples, 215007 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:44,404 : INFO : EPOCH 12 - PROGRESS: at 21.78% examples, 215053 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:45,442 : INFO : EPOCH 12 - PROGRESS: at 21.92% examples, 215148 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:46,453 : INFO : EPOCH 12 - PROGRESS: at 22.05% examples, 215208 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:47,490 : INFO : EPOCH 12 - PROGRESS: at 22.18% examples, 215235 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:48,540 : INFO : EPOCH 12 - PROGRESS: at 22.31% examples, 215284 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:49,568 : INFO : EPOCH 12 - PROGRESS: at 22.41% examples, 215323 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:50,638 : INFO : EPOCH 12 - PROGRESS: at 22.53% examples, 215393 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:51,661 : INFO : EPOCH 12 - PROGRESS: at 22.64% examples, 215428 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:52,681 : INFO : EPOCH 12 - PROGRESS: at 22.78% examples, 215503 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:53,697 : INFO : EPOCH 12 - PROGRESS: at 22.91% examples, 215586 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:54,741 : INFO : EPOCH 12 - PROGRESS: at 23.03% examples, 215601 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:55,828 : INFO : EPOCH 12 - PROGRESS: at 23.16% examples, 215632 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:56,838 : INFO : EPOCH 12 - PROGRESS: at 23.28% examples, 215701 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:57,859 : INFO : EPOCH 12 - PROGRESS: at 23.41% examples, 215766 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:58,865 : INFO : EPOCH 12 - PROGRESS: at 23.53% examples, 215816 words/s, in_qsize 7, out_qsize 0
2020-07-16 15:59:59,930 : INFO : EPOCH 12 - PROGRESS: at 23.66% examples, 215849 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:00,974 : INFO : EPOCH 12 - PROGRESS: at 23.80% examples, 215884 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:01,974 : INFO : EPOCH 12 - PROGRESS: at 23.92% examples, 215953 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:02,990 : INFO : EPOCH 12 - PROGRESS: at 24.05% examples, 216006 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:03,990 : INFO : EPOCH 12 - PROGRESS: at 24.17% examples, 216065 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:05,008 : INFO : EPOCH 12 - PROGRESS: at 24.30% examples, 216093 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:06,022 : INFO : EPOCH 12 - PROGRESS: at 24.41% examples, 216129 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:07,094 : INFO : EPOCH 12 - PROGRESS: at 24.53% examples, 216156 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:08,154 : INFO : EPOCH 12 - PROGRESS: at 24.65% examples, 216205 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:09,157 : INFO : EPOCH 12 - PROGRESS: at 24.78% examples, 216287 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:10,173 : INFO : EPOCH 12 - PROGRESS: at 24.89% examples, 216276 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:11,191 : INFO : EPOCH 12 - PROGRESS: at 25.00% examples, 216310 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:12,220 : INFO : EPOCH 12 - PROGRESS: at 25.10% examples, 216319 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:13,233 : INFO : EPOCH 12 - PROGRESS: at 25.23% examples, 216378 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:14,266 : INFO : EPOCH 12 - PROGRESS: at 25.37% examples, 216448 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:15,298 : INFO : EPOCH 12 - PROGRESS: at 25.49% examples, 216485 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:16,333 : INFO : EPOCH 12 - PROGRESS: at 25.61% examples, 216521 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:17,358 : INFO : EPOCH 12 - PROGRESS: at 25.72% examples, 216561 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:18,374 : INFO : EPOCH 12 - PROGRESS: at 25.84% examples, 216605 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:19,380 : INFO : EPOCH 12 - PROGRESS: at 25.96% examples, 216634 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:20,415 : INFO : EPOCH 12 - PROGRESS: at 26.09% examples, 216692 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:21,472 : INFO : EPOCH 12 - PROGRESS: at 26.22% examples, 216730 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:22,501 : INFO : EPOCH 12 - PROGRESS: at 26.35% examples, 216759 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:23,540 : INFO : EPOCH 12 - PROGRESS: at 26.48% examples, 216734 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:24,544 : INFO : EPOCH 12 - PROGRESS: at 26.62% examples, 216785 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:25,570 : INFO : EPOCH 12 - PROGRESS: at 26.74% examples, 216827 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:26,604 : INFO : EPOCH 12 - PROGRESS: at 26.88% examples, 216857 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:27,632 : INFO : EPOCH 12 - PROGRESS: at 27.02% examples, 216884 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:28,635 : INFO : EPOCH 12 - PROGRESS: at 27.13% examples, 216955 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:29,648 : INFO : EPOCH 12 - PROGRESS: at 27.25% examples, 217007 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:30,656 : INFO : EPOCH 12 - PROGRESS: at 27.36% examples, 216977 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:31,685 : INFO : EPOCH 12 - PROGRESS: at 27.50% examples, 217030 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:00:32,706 : INFO : EPOCH 12 - PROGRESS: at 27.63% examples, 217100 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:33,711 : INFO : EPOCH 12 - PROGRESS: at 27.77% examples, 217128 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:34,748 : INFO : EPOCH 12 - PROGRESS: at 27.89% examples, 217148 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:35,749 : INFO : EPOCH 12 - PROGRESS: at 28.04% examples, 217179 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:36,749 : INFO : EPOCH 12 - PROGRESS: at 28.16% examples, 217208 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:37,762 : INFO : EPOCH 12 - PROGRESS: at 28.28% examples, 217263 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:38,777 : INFO : EPOCH 12 - PROGRESS: at 28.39% examples, 217283 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:39,808 : INFO : EPOCH 12 - PROGRESS: at 28.52% examples, 217312 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:40,850 : INFO : EPOCH 12 - PROGRESS: at 28.64% examples, 217323 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:41,852 : INFO : EPOCH 12 - PROGRESS: at 28.79% examples, 217343 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:42,902 : INFO : EPOCH 12 - PROGRESS: at 28.92% examples, 217393 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:43,910 : INFO : EPOCH 12 - PROGRESS: at 29.05% examples, 217432 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:44,919 : INFO : EPOCH 12 - PROGRESS: at 29.18% examples, 217486 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:45,947 : INFO : EPOCH 12 - PROGRESS: at 29.29% examples, 217477 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:46,952 : INFO : EPOCH 12 - PROGRESS: at 29.42% examples, 217513 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:47,971 : INFO : EPOCH 12 - PROGRESS: at 29.54% examples, 217561 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:48,979 : INFO : EPOCH 12 - PROGRESS: at 29.66% examples, 217576 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:50,016 : INFO : EPOCH 12 - PROGRESS: at 29.76% examples, 217616 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:51,019 : INFO : EPOCH 12 - PROGRESS: at 29.87% examples, 217652 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:52,050 : INFO : EPOCH 12 - PROGRESS: at 29.97% examples, 217665 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:53,051 : INFO : EPOCH 12 - PROGRESS: at 30.08% examples, 217701 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:54,061 : INFO : EPOCH 12 - PROGRESS: at 30.21% examples, 217712 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:55,139 : INFO : EPOCH 12 - PROGRESS: at 30.34% examples, 217742 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:56,229 : INFO : EPOCH 12 - PROGRESS: at 30.45% examples, 217753 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:57,242 : INFO : EPOCH 12 - PROGRESS: at 30.57% examples, 217826 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:00:58,264 : INFO : EPOCH 12 - PROGRESS: at 30.71% examples, 217836 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:00:59,272 : INFO : EPOCH 12 - PROGRESS: at 30.83% examples, 217860 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:00,286 : INFO : EPOCH 12 - PROGRESS: at 30.95% examples, 217870 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:01,329 : INFO : EPOCH 12 - PROGRESS: at 31.09% examples, 217919 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:02,360 : INFO : EPOCH 12 - PROGRESS: at 31.20% examples, 217936 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:03,438 : INFO : EPOCH 12 - PROGRESS: at 31.32% examples, 217951 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:04,450 : INFO : EPOCH 12 - PROGRESS: at 31.45% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:05,472 : INFO : EPOCH 12 - PROGRESS: at 31.58% examples, 218015 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:06,484 : INFO : EPOCH 12 - PROGRESS: at 31.70% examples, 218034 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:07,496 : INFO : EPOCH 12 - PROGRESS: at 31.82% examples, 218072 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:08,538 : INFO : EPOCH 12 - PROGRESS: at 31.93% examples, 218114 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:09,547 : INFO : EPOCH 12 - PROGRESS: at 32.04% examples, 218155 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:10,556 : INFO : EPOCH 12 - PROGRESS: at 32.14% examples, 218143 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:11,604 : INFO : EPOCH 12 - PROGRESS: at 32.26% examples, 218171 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:12,610 : INFO : EPOCH 12 - PROGRESS: at 32.39% examples, 218226 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:13,640 : INFO : EPOCH 12 - PROGRESS: at 32.50% examples, 218221 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:14,662 : INFO : EPOCH 12 - PROGRESS: at 32.61% examples, 218278 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:15,671 : INFO : EPOCH 12 - PROGRESS: at 32.73% examples, 218304 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:16,731 : INFO : EPOCH 12 - PROGRESS: at 32.87% examples, 218305 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:17,735 : INFO : EPOCH 12 - PROGRESS: at 32.99% examples, 218310 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:18,760 : INFO : EPOCH 12 - PROGRESS: at 33.12% examples, 218352 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:19,797 : INFO : EPOCH 12 - PROGRESS: at 33.26% examples, 218365 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:20,846 : INFO : EPOCH 12 - PROGRESS: at 33.38% examples, 218385 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:21,854 : INFO : EPOCH 12 - PROGRESS: at 33.49% examples, 218448 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:22,860 : INFO : EPOCH 12 - PROGRESS: at 33.62% examples, 218460 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:23,930 : INFO : EPOCH 12 - PROGRESS: at 33.74% examples, 218462 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:24,986 : INFO : EPOCH 12 - PROGRESS: at 33.88% examples, 218479 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:26,022 : INFO : EPOCH 12 - PROGRESS: at 34.02% examples, 218516 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:27,056 : INFO : EPOCH 12 - PROGRESS: at 34.13% examples, 218550 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:28,094 : INFO : EPOCH 12 - PROGRESS: at 34.24% examples, 218559 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:29,124 : INFO : EPOCH 12 - PROGRESS: at 34.37% examples, 218585 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:30,129 : INFO : EPOCH 12 - PROGRESS: at 34.50% examples, 218610 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:31,134 : INFO : EPOCH 12 - PROGRESS: at 34.61% examples, 218632 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:32,152 : INFO : EPOCH 12 - PROGRESS: at 34.73% examples, 218646 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:33,249 : INFO : EPOCH 12 - PROGRESS: at 34.88% examples, 218655 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:34,305 : INFO : EPOCH 12 - PROGRESS: at 35.01% examples, 218690 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:35,317 : INFO : EPOCH 12 - PROGRESS: at 35.14% examples, 218747 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:36,383 : INFO : EPOCH 12 - PROGRESS: at 35.26% examples, 218748 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:37,386 : INFO : EPOCH 12 - PROGRESS: at 35.38% examples, 218787 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:38,391 : INFO : EPOCH 12 - PROGRESS: at 35.50% examples, 218807 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:39,396 : INFO : EPOCH 12 - PROGRESS: at 35.62% examples, 218816 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:01:40,409 : INFO : EPOCH 12 - PROGRESS: at 35.73% examples, 218834 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:41,413 : INFO : EPOCH 12 - PROGRESS: at 35.85% examples, 218860 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:42,427 : INFO : EPOCH 12 - PROGRESS: at 35.96% examples, 218865 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:43,509 : INFO : EPOCH 12 - PROGRESS: at 36.08% examples, 218866 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:44,522 : INFO : EPOCH 12 - PROGRESS: at 36.22% examples, 218904 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:45,533 : INFO : EPOCH 12 - PROGRESS: at 36.33% examples, 218927 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:46,545 : INFO : EPOCH 12 - PROGRESS: at 36.45% examples, 218961 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:47,550 : INFO : EPOCH 12 - PROGRESS: at 36.56% examples, 218972 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:48,588 : INFO : EPOCH 12 - PROGRESS: at 36.67% examples, 218984 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:49,674 : INFO : EPOCH 12 - PROGRESS: at 36.80% examples, 218992 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:50,691 : INFO : EPOCH 12 - PROGRESS: at 36.91% examples, 219017 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:51,697 : INFO : EPOCH 12 - PROGRESS: at 37.03% examples, 219051 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:52,709 : INFO : EPOCH 12 - PROGRESS: at 37.16% examples, 219090 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:53,729 : INFO : EPOCH 12 - PROGRESS: at 37.27% examples, 219079 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:54,747 : INFO : EPOCH 12 - PROGRESS: at 37.40% examples, 219110 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:55,753 : INFO : EPOCH 12 - PROGRESS: at 37.54% examples, 219117 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:56,758 : INFO : EPOCH 12 - PROGRESS: at 37.66% examples, 219134 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:57,772 : INFO : EPOCH 12 - PROGRESS: at 37.78% examples, 219142 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:58,843 : INFO : EPOCH 12 - PROGRESS: at 37.92% examples, 219169 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:01:59,861 : INFO : EPOCH 12 - PROGRESS: at 38.03% examples, 219202 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:00,899 : INFO : EPOCH 12 - PROGRESS: at 38.17% examples, 219229 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:01,934 : INFO : EPOCH 12 - PROGRESS: at 38.28% examples, 219253 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:03,026 : INFO : EPOCH 12 - PROGRESS: at 38.39% examples, 219240 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:04,099 : INFO : EPOCH 12 - PROGRESS: at 38.52% examples, 219270 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:05,128 : INFO : EPOCH 12 - PROGRESS: at 38.64% examples, 219295 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:06,154 : INFO : EPOCH 12 - PROGRESS: at 38.77% examples, 219313 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:07,239 : INFO : EPOCH 12 - PROGRESS: at 38.89% examples, 219328 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:08,243 : INFO : EPOCH 12 - PROGRESS: at 39.03% examples, 219374 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:09,254 : INFO : EPOCH 12 - PROGRESS: at 39.15% examples, 219372 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:10,310 : INFO : EPOCH 12 - PROGRESS: at 39.27% examples, 219371 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:11,334 : INFO : EPOCH 12 - PROGRESS: at 39.39% examples, 219414 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:12,340 : INFO : EPOCH 12 - PROGRESS: at 39.51% examples, 219412 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:13,348 : INFO : EPOCH 12 - PROGRESS: at 39.64% examples, 219445 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:14,356 : INFO : EPOCH 12 - PROGRESS: at 39.76% examples, 219471 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:15,363 : INFO : EPOCH 12 - PROGRESS: at 39.89% examples, 219488 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:16,396 : INFO : EPOCH 12 - PROGRESS: at 39.99% examples, 219491 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:17,438 : INFO : EPOCH 12 - PROGRESS: at 40.12% examples, 219509 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:18,471 : INFO : EPOCH 12 - PROGRESS: at 40.24% examples, 219524 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:19,479 : INFO : EPOCH 12 - PROGRESS: at 40.36% examples, 219549 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:20,519 : INFO : EPOCH 12 - PROGRESS: at 40.48% examples, 219565 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:21,536 : INFO : EPOCH 12 - PROGRESS: at 40.60% examples, 219578 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:22,548 : INFO : EPOCH 12 - PROGRESS: at 40.73% examples, 219603 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:23,557 : INFO : EPOCH 12 - PROGRESS: at 40.86% examples, 219621 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:24,587 : INFO : EPOCH 12 - PROGRESS: at 40.98% examples, 219621 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:25,637 : INFO : EPOCH 12 - PROGRESS: at 41.10% examples, 219635 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:26,654 : INFO : EPOCH 12 - PROGRESS: at 41.23% examples, 219673 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:27,693 : INFO : EPOCH 12 - PROGRESS: at 41.34% examples, 219670 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:28,694 : INFO : EPOCH 12 - PROGRESS: at 41.44% examples, 219671 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:29,711 : INFO : EPOCH 12 - PROGRESS: at 41.55% examples, 219697 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:30,733 : INFO : EPOCH 12 - PROGRESS: at 41.67% examples, 219706 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:31,766 : INFO : EPOCH 12 - PROGRESS: at 41.80% examples, 219705 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:32,777 : INFO : EPOCH 12 - PROGRESS: at 41.92% examples, 219745 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:33,793 : INFO : EPOCH 12 - PROGRESS: at 42.04% examples, 219753 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:34,807 : INFO : EPOCH 12 - PROGRESS: at 42.16% examples, 219765 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:35,838 : INFO : EPOCH 12 - PROGRESS: at 42.29% examples, 219782 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:36,856 : INFO : EPOCH 12 - PROGRESS: at 42.43% examples, 219793 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:37,866 : INFO : EPOCH 12 - PROGRESS: at 42.55% examples, 219813 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:38,880 : INFO : EPOCH 12 - PROGRESS: at 42.68% examples, 219846 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:39,884 : INFO : EPOCH 12 - PROGRESS: at 42.79% examples, 219846 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:40,919 : INFO : EPOCH 12 - PROGRESS: at 42.92% examples, 219869 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:41,928 : INFO : EPOCH 12 - PROGRESS: at 43.04% examples, 219900 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:42,951 : INFO : EPOCH 12 - PROGRESS: at 43.15% examples, 219872 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:43,973 : INFO : EPOCH 12 - PROGRESS: at 43.27% examples, 219911 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:44,976 : INFO : EPOCH 12 - PROGRESS: at 43.39% examples, 219924 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:45,997 : INFO : EPOCH 12 - PROGRESS: at 43.52% examples, 219939 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:47,021 : INFO : EPOCH 12 - PROGRESS: at 43.64% examples, 219959 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:48,066 : INFO : EPOCH 12 - PROGRESS: at 43.75% examples, 219961 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:49,078 : INFO : EPOCH 12 - PROGRESS: at 43.89% examples, 219977 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:50,119 : INFO : EPOCH 12 - PROGRESS: at 44.00% examples, 219972 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:51,170 : INFO : EPOCH 12 - PROGRESS: at 44.13% examples, 219993 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:52,187 : INFO : EPOCH 12 - PROGRESS: at 44.27% examples, 220017 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:53,216 : INFO : EPOCH 12 - PROGRESS: at 44.39% examples, 220021 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:54,233 : INFO : EPOCH 12 - PROGRESS: at 44.51% examples, 220035 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:55,258 : INFO : EPOCH 12 - PROGRESS: at 44.64% examples, 220045 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:56,277 : INFO : EPOCH 12 - PROGRESS: at 44.77% examples, 220083 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:57,313 : INFO : EPOCH 12 - PROGRESS: at 44.91% examples, 220084 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:58,350 : INFO : EPOCH 12 - PROGRESS: at 45.02% examples, 220090 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:02:59,357 : INFO : EPOCH 12 - PROGRESS: at 45.16% examples, 220124 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:00,384 : INFO : EPOCH 12 - PROGRESS: at 45.28% examples, 220130 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:01,391 : INFO : EPOCH 12 - PROGRESS: at 45.39% examples, 220155 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:02,401 : INFO : EPOCH 12 - PROGRESS: at 45.52% examples, 220147 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:03:03,413 : INFO : EPOCH 12 - PROGRESS: at 45.63% examples, 220175 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:04,421 : INFO : EPOCH 12 - PROGRESS: at 45.74% examples, 220188 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:05,516 : INFO : EPOCH 12 - PROGRESS: at 45.87% examples, 220175 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:06,569 : INFO : EPOCH 12 - PROGRESS: at 45.99% examples, 220198 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:07,612 : INFO : EPOCH 12 - PROGRESS: at 46.11% examples, 220218 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:08,613 : INFO : EPOCH 12 - PROGRESS: at 46.23% examples, 220211 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:09,648 : INFO : EPOCH 12 - PROGRESS: at 46.33% examples, 220221 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:10,652 : INFO : EPOCH 12 - PROGRESS: at 46.46% examples, 220256 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:11,656 : INFO : EPOCH 12 - PROGRESS: at 46.59% examples, 220272 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:12,660 : INFO : EPOCH 12 - PROGRESS: at 46.72% examples, 220292 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:13,682 : INFO : EPOCH 12 - PROGRESS: at 46.83% examples, 220301 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:14,696 : INFO : EPOCH 12 - PROGRESS: at 46.94% examples, 220295 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:15,702 : INFO : EPOCH 12 - PROGRESS: at 47.05% examples, 220328 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:16,714 : INFO : EPOCH 12 - PROGRESS: at 47.17% examples, 220337 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:17,719 : INFO : EPOCH 12 - PROGRESS: at 47.29% examples, 220329 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:18,737 : INFO : EPOCH 12 - PROGRESS: at 47.41% examples, 220345 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:19,772 : INFO : EPOCH 12 - PROGRESS: at 47.53% examples, 220338 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:20,788 : INFO : EPOCH 12 - PROGRESS: at 47.64% examples, 220304 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:21,811 : INFO : EPOCH 12 - PROGRESS: at 47.79% examples, 220317 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:22,869 : INFO : EPOCH 12 - PROGRESS: at 47.90% examples, 220206 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:23,902 : INFO : EPOCH 12 - PROGRESS: at 48.02% examples, 220167 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:24,915 : INFO : EPOCH 12 - PROGRESS: at 48.15% examples, 220192 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:25,925 : INFO : EPOCH 12 - PROGRESS: at 48.27% examples, 220203 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:26,951 : INFO : EPOCH 12 - PROGRESS: at 48.42% examples, 220208 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:27,989 : INFO : EPOCH 12 - PROGRESS: at 48.55% examples, 220232 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:29,022 : INFO : EPOCH 12 - PROGRESS: at 48.68% examples, 220243 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:30,042 : INFO : EPOCH 12 - PROGRESS: at 48.79% examples, 220250 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:31,055 : INFO : EPOCH 12 - PROGRESS: at 48.91% examples, 220265 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:32,075 : INFO : EPOCH 12 - PROGRESS: at 49.04% examples, 220276 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:33,076 : INFO : EPOCH 12 - PROGRESS: at 49.16% examples, 220305 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:34,112 : INFO : EPOCH 12 - PROGRESS: at 49.29% examples, 220287 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:35,118 : INFO : EPOCH 12 - PROGRESS: at 49.41% examples, 220302 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:36,155 : INFO : EPOCH 12 - PROGRESS: at 49.53% examples, 220310 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:37,166 : INFO : EPOCH 12 - PROGRESS: at 49.65% examples, 220324 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:38,182 : INFO : EPOCH 12 - PROGRESS: at 49.76% examples, 220324 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:39,227 : INFO : EPOCH 12 - PROGRESS: at 49.90% examples, 220343 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:40,272 : INFO : EPOCH 12 - PROGRESS: at 50.02% examples, 220345 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:41,306 : INFO : EPOCH 12 - PROGRESS: at 50.14% examples, 220365 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:42,309 : INFO : EPOCH 12 - PROGRESS: at 50.26% examples, 220391 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:43,326 : INFO : EPOCH 12 - PROGRESS: at 50.38% examples, 220385 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:44,331 : INFO : EPOCH 12 - PROGRESS: at 50.50% examples, 220398 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:45,337 : INFO : EPOCH 12 - PROGRESS: at 50.62% examples, 220409 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:46,377 : INFO : EPOCH 12 - PROGRESS: at 50.75% examples, 220427 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:47,383 : INFO : EPOCH 12 - PROGRESS: at 50.88% examples, 220438 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:48,400 : INFO : EPOCH 12 - PROGRESS: at 51.01% examples, 220437 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:49,403 : INFO : EPOCH 12 - PROGRESS: at 51.13% examples, 220457 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:50,461 : INFO : EPOCH 12 - PROGRESS: at 51.26% examples, 220460 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:51,483 : INFO : EPOCH 12 - PROGRESS: at 51.38% examples, 220463 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:52,495 : INFO : EPOCH 12 - PROGRESS: at 51.53% examples, 220474 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:53,510 : INFO : EPOCH 12 - PROGRESS: at 51.66% examples, 220479 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:54,529 : INFO : EPOCH 12 - PROGRESS: at 51.77% examples, 220511 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:55,539 : INFO : EPOCH 12 - PROGRESS: at 51.88% examples, 220528 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:56,542 : INFO : EPOCH 12 - PROGRESS: at 52.02% examples, 220526 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:57,579 : INFO : EPOCH 12 - PROGRESS: at 52.12% examples, 220527 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:58,594 : INFO : EPOCH 12 - PROGRESS: at 52.26% examples, 220549 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:03:59,654 : INFO : EPOCH 12 - PROGRESS: at 52.38% examples, 220549 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:00,681 : INFO : EPOCH 12 - PROGRESS: at 52.50% examples, 220551 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:01,707 : INFO : EPOCH 12 - PROGRESS: at 52.62% examples, 220578 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:02,747 : INFO : EPOCH 12 - PROGRESS: at 52.73% examples, 220581 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:03,754 : INFO : EPOCH 12 - PROGRESS: at 52.87% examples, 220593 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:04,774 : INFO : EPOCH 12 - PROGRESS: at 53.00% examples, 220610 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:05,881 : INFO : EPOCH 12 - PROGRESS: at 53.13% examples, 220597 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:06,898 : INFO : EPOCH 12 - PROGRESS: at 53.24% examples, 220639 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:07,903 : INFO : EPOCH 12 - PROGRESS: at 53.35% examples, 220655 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:08,937 : INFO : EPOCH 12 - PROGRESS: at 53.49% examples, 220651 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:09,948 : INFO : EPOCH 12 - PROGRESS: at 53.62% examples, 220661 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:11,013 : INFO : EPOCH 12 - PROGRESS: at 53.73% examples, 220669 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:12,020 : INFO : EPOCH 12 - PROGRESS: at 53.85% examples, 220693 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:13,089 : INFO : EPOCH 12 - PROGRESS: at 53.98% examples, 220688 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:14,094 : INFO : EPOCH 12 - PROGRESS: at 54.10% examples, 220693 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:15,137 : INFO : EPOCH 12 - PROGRESS: at 54.19% examples, 220698 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:16,193 : INFO : EPOCH 12 - PROGRESS: at 54.32% examples, 220702 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:17,214 : INFO : EPOCH 12 - PROGRESS: at 54.44% examples, 220730 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:18,268 : INFO : EPOCH 12 - PROGRESS: at 54.55% examples, 220728 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:19,327 : INFO : EPOCH 12 - PROGRESS: at 54.68% examples, 220743 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:20,339 : INFO : EPOCH 12 - PROGRESS: at 54.80% examples, 220764 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:21,361 : INFO : EPOCH 12 - PROGRESS: at 54.92% examples, 220771 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:22,385 : INFO : EPOCH 12 - PROGRESS: at 55.04% examples, 220769 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:23,414 : INFO : EPOCH 12 - PROGRESS: at 55.18% examples, 220780 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:24,453 : INFO : EPOCH 12 - PROGRESS: at 55.31% examples, 220792 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:25,464 : INFO : EPOCH 12 - PROGRESS: at 55.43% examples, 220800 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:26,567 : INFO : EPOCH 12 - PROGRESS: at 55.55% examples, 220789 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:27,595 : INFO : EPOCH 12 - PROGRESS: at 55.66% examples, 220809 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:28,626 : INFO : EPOCH 12 - PROGRESS: at 55.79% examples, 220832 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:29,631 : INFO : EPOCH 12 - PROGRESS: at 55.90% examples, 220837 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:30,685 : INFO : EPOCH 12 - PROGRESS: at 56.04% examples, 220829 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:31,717 : INFO : EPOCH 12 - PROGRESS: at 56.17% examples, 220853 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:32,741 : INFO : EPOCH 12 - PROGRESS: at 56.29% examples, 220855 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:33,747 : INFO : EPOCH 12 - PROGRESS: at 56.40% examples, 220871 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:34,830 : INFO : EPOCH 12 - PROGRESS: at 56.52% examples, 220868 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:35,862 : INFO : EPOCH 12 - PROGRESS: at 56.65% examples, 220882 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:04:36,903 : INFO : EPOCH 12 - PROGRESS: at 56.78% examples, 220889 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:37,961 : INFO : EPOCH 12 - PROGRESS: at 56.91% examples, 220900 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:38,987 : INFO : EPOCH 12 - PROGRESS: at 57.03% examples, 220897 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:40,035 : INFO : EPOCH 12 - PROGRESS: at 57.15% examples, 220916 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:41,097 : INFO : EPOCH 12 - PROGRESS: at 57.28% examples, 220915 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:42,125 : INFO : EPOCH 12 - PROGRESS: at 57.40% examples, 220943 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:43,127 : INFO : EPOCH 12 - PROGRESS: at 57.52% examples, 220944 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:44,154 : INFO : EPOCH 12 - PROGRESS: at 57.65% examples, 220962 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:45,180 : INFO : EPOCH 12 - PROGRESS: at 57.78% examples, 220967 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:46,198 : INFO : EPOCH 12 - PROGRESS: at 57.89% examples, 220981 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:47,209 : INFO : EPOCH 12 - PROGRESS: at 58.01% examples, 220997 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:48,228 : INFO : EPOCH 12 - PROGRESS: at 58.13% examples, 220986 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:49,247 : INFO : EPOCH 12 - PROGRESS: at 58.27% examples, 221009 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:50,254 : INFO : EPOCH 12 - PROGRESS: at 58.40% examples, 221019 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:51,304 : INFO : EPOCH 12 - PROGRESS: at 58.52% examples, 221010 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:52,323 : INFO : EPOCH 12 - PROGRESS: at 58.64% examples, 221021 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:53,326 : INFO : EPOCH 12 - PROGRESS: at 58.77% examples, 221045 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:54,335 : INFO : EPOCH 12 - PROGRESS: at 58.88% examples, 221042 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:55,349 : INFO : EPOCH 12 - PROGRESS: at 59.03% examples, 221053 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:56,361 : INFO : EPOCH 12 - PROGRESS: at 59.15% examples, 221051 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:57,366 : INFO : EPOCH 12 - PROGRESS: at 59.28% examples, 221074 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:04:58,373 : INFO : EPOCH 12 - PROGRESS: at 59.41% examples, 221062 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:04:59,398 : INFO : EPOCH 12 - PROGRESS: at 59.53% examples, 221079 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:00,405 : INFO : EPOCH 12 - PROGRESS: at 59.67% examples, 221092 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:01,447 : INFO : EPOCH 12 - PROGRESS: at 59.80% examples, 221086 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:02,474 : INFO : EPOCH 12 - PROGRESS: at 59.94% examples, 221110 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:03,483 : INFO : EPOCH 12 - PROGRESS: at 60.05% examples, 221106 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:04,555 : INFO : EPOCH 12 - PROGRESS: at 60.18% examples, 221108 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:05,601 : INFO : EPOCH 12 - PROGRESS: at 60.31% examples, 221129 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:06,621 : INFO : EPOCH 12 - PROGRESS: at 60.43% examples, 221141 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:07,636 : INFO : EPOCH 12 - PROGRESS: at 60.56% examples, 221145 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:08,644 : INFO : EPOCH 12 - PROGRESS: at 60.67% examples, 221153 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:09,648 : INFO : EPOCH 12 - PROGRESS: at 60.80% examples, 221154 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:10,673 : INFO : EPOCH 12 - PROGRESS: at 60.92% examples, 221146 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:11,730 : INFO : EPOCH 12 - PROGRESS: at 61.06% examples, 221149 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:12,817 : INFO : EPOCH 12 - PROGRESS: at 61.19% examples, 221157 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:13,839 : INFO : EPOCH 12 - PROGRESS: at 61.32% examples, 221176 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:14,893 : INFO : EPOCH 12 - PROGRESS: at 61.45% examples, 221179 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:15,940 : INFO : EPOCH 12 - PROGRESS: at 61.59% examples, 221178 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:16,959 : INFO : EPOCH 12 - PROGRESS: at 61.70% examples, 221193 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:18,000 : INFO : EPOCH 12 - PROGRESS: at 61.81% examples, 221202 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:19,051 : INFO : EPOCH 12 - PROGRESS: at 61.95% examples, 221213 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:20,063 : INFO : EPOCH 12 - PROGRESS: at 62.06% examples, 221222 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:21,119 : INFO : EPOCH 12 - PROGRESS: at 62.18% examples, 221217 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:22,143 : INFO : EPOCH 12 - PROGRESS: at 62.32% examples, 221224 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:23,152 : INFO : EPOCH 12 - PROGRESS: at 62.43% examples, 221238 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:24,163 : INFO : EPOCH 12 - PROGRESS: at 62.58% examples, 221236 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:25,208 : INFO : EPOCH 12 - PROGRESS: at 62.68% examples, 221254 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:26,211 : INFO : EPOCH 12 - PROGRESS: at 62.79% examples, 221263 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:27,243 : INFO : EPOCH 12 - PROGRESS: at 62.91% examples, 221272 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:28,256 : INFO : EPOCH 12 - PROGRESS: at 63.02% examples, 221272 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:29,299 : INFO : EPOCH 12 - PROGRESS: at 63.15% examples, 221279 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:30,311 : INFO : EPOCH 12 - PROGRESS: at 63.27% examples, 221298 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:31,339 : INFO : EPOCH 12 - PROGRESS: at 63.39% examples, 221298 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:32,364 : INFO : EPOCH 12 - PROGRESS: at 63.50% examples, 221304 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:33,368 : INFO : EPOCH 12 - PROGRESS: at 63.62% examples, 221315 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:34,370 : INFO : EPOCH 12 - PROGRESS: at 63.76% examples, 221332 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:35,410 : INFO : EPOCH 12 - PROGRESS: at 63.88% examples, 221317 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:36,461 : INFO : EPOCH 12 - PROGRESS: at 64.02% examples, 221331 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:37,529 : INFO : EPOCH 12 - PROGRESS: at 64.13% examples, 221331 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:38,539 : INFO : EPOCH 12 - PROGRESS: at 64.27% examples, 221350 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:39,568 : INFO : EPOCH 12 - PROGRESS: at 64.40% examples, 221354 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:40,582 : INFO : EPOCH 12 - PROGRESS: at 64.53% examples, 221366 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:41,601 : INFO : EPOCH 12 - PROGRESS: at 64.66% examples, 221371 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:42,641 : INFO : EPOCH 12 - PROGRESS: at 64.78% examples, 221366 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:43,673 : INFO : EPOCH 12 - PROGRESS: at 64.91% examples, 221381 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:44,677 : INFO : EPOCH 12 - PROGRESS: at 65.05% examples, 221393 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:45,685 : INFO : EPOCH 12 - PROGRESS: at 65.17% examples, 221406 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:46,688 : INFO : EPOCH 12 - PROGRESS: at 65.29% examples, 221414 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:47,689 : INFO : EPOCH 12 - PROGRESS: at 65.41% examples, 221414 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:48,707 : INFO : EPOCH 12 - PROGRESS: at 65.55% examples, 221427 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:49,739 : INFO : EPOCH 12 - PROGRESS: at 65.68% examples, 221410 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:50,756 : INFO : EPOCH 12 - PROGRESS: at 65.81% examples, 221433 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:51,791 : INFO : EPOCH 12 - PROGRESS: at 65.92% examples, 221435 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:52,791 : INFO : EPOCH 12 - PROGRESS: at 66.05% examples, 221446 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:53,852 : INFO : EPOCH 12 - PROGRESS: at 66.16% examples, 221440 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:54,872 : INFO : EPOCH 12 - PROGRESS: at 66.29% examples, 221450 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:55,913 : INFO : EPOCH 12 - PROGRESS: at 66.42% examples, 221454 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:56,925 : INFO : EPOCH 12 - PROGRESS: at 66.52% examples, 221460 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:57,963 : INFO : EPOCH 12 - PROGRESS: at 66.68% examples, 221478 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:05:59,015 : INFO : EPOCH 12 - PROGRESS: at 66.80% examples, 221474 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:00,027 : INFO : EPOCH 12 - PROGRESS: at 66.95% examples, 221499 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:01,132 : INFO : EPOCH 12 - PROGRESS: at 67.06% examples, 221480 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:02,135 : INFO : EPOCH 12 - PROGRESS: at 67.20% examples, 221497 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:03,160 : INFO : EPOCH 12 - PROGRESS: at 67.33% examples, 221504 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:04,179 : INFO : EPOCH 12 - PROGRESS: at 67.45% examples, 221518 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:05,179 : INFO : EPOCH 12 - PROGRESS: at 67.59% examples, 221534 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:06,198 : INFO : EPOCH 12 - PROGRESS: at 67.71% examples, 221522 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:07,250 : INFO : EPOCH 12 - PROGRESS: at 67.84% examples, 221530 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:08,281 : INFO : EPOCH 12 - PROGRESS: at 67.97% examples, 221533 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:09,298 : INFO : EPOCH 12 - PROGRESS: at 68.11% examples, 221549 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:10,329 : INFO : EPOCH 12 - PROGRESS: at 68.21% examples, 221518 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:11,335 : INFO : EPOCH 12 - PROGRESS: at 68.36% examples, 221528 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:12,336 : INFO : EPOCH 12 - PROGRESS: at 68.48% examples, 221519 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:13,355 : INFO : EPOCH 12 - PROGRESS: at 68.61% examples, 221536 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:14,363 : INFO : EPOCH 12 - PROGRESS: at 68.72% examples, 221546 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:15,364 : INFO : EPOCH 12 - PROGRESS: at 68.83% examples, 221546 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:16,390 : INFO : EPOCH 12 - PROGRESS: at 68.95% examples, 221538 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:17,417 : INFO : EPOCH 12 - PROGRESS: at 69.06% examples, 221562 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:18,435 : INFO : EPOCH 12 - PROGRESS: at 69.19% examples, 221561 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:19,510 : INFO : EPOCH 12 - PROGRESS: at 69.33% examples, 221557 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:20,532 : INFO : EPOCH 12 - PROGRESS: at 69.45% examples, 221566 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:21,543 : INFO : EPOCH 12 - PROGRESS: at 69.59% examples, 221584 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:22,564 : INFO : EPOCH 12 - PROGRESS: at 69.72% examples, 221579 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:23,600 : INFO : EPOCH 12 - PROGRESS: at 69.84% examples, 221582 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:24,604 : INFO : EPOCH 12 - PROGRESS: at 69.97% examples, 221589 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:25,636 : INFO : EPOCH 12 - PROGRESS: at 70.10% examples, 221601 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:26,664 : INFO : EPOCH 12 - PROGRESS: at 70.23% examples, 221600 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:27,698 : INFO : EPOCH 12 - PROGRESS: at 70.36% examples, 221601 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:28,701 : INFO : EPOCH 12 - PROGRESS: at 70.48% examples, 221622 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:29,709 : INFO : EPOCH 12 - PROGRESS: at 70.61% examples, 221629 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:30,756 : INFO : EPOCH 12 - PROGRESS: at 70.72% examples, 221620 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:31,762 : INFO : EPOCH 12 - PROGRESS: at 70.85% examples, 221626 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:32,820 : INFO : EPOCH 12 - PROGRESS: at 70.97% examples, 221635 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:33,851 : INFO : EPOCH 12 - PROGRESS: at 71.10% examples, 221640 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:34,858 : INFO : EPOCH 12 - PROGRESS: at 71.21% examples, 221656 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:35,859 : INFO : EPOCH 12 - PROGRESS: at 71.35% examples, 221661 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:36,926 : INFO : EPOCH 12 - PROGRESS: at 71.47% examples, 221653 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:37,964 : INFO : EPOCH 12 - PROGRESS: at 71.61% examples, 221654 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:38,974 : INFO : EPOCH 12 - PROGRESS: at 71.73% examples, 221671 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:40,062 : INFO : EPOCH 12 - PROGRESS: at 71.85% examples, 221663 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:41,068 : INFO : EPOCH 12 - PROGRESS: at 71.99% examples, 221681 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:42,074 : INFO : EPOCH 12 - PROGRESS: at 72.12% examples, 221701 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:43,110 : INFO : EPOCH 12 - PROGRESS: at 72.22% examples, 221689 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:44,112 : INFO : EPOCH 12 - PROGRESS: at 72.34% examples, 221700 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:45,164 : INFO : EPOCH 12 - PROGRESS: at 72.47% examples, 221691 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:46,232 : INFO : EPOCH 12 - PROGRESS: at 72.59% examples, 221700 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:47,260 : INFO : EPOCH 12 - PROGRESS: at 72.73% examples, 221713 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:48,269 : INFO : EPOCH 12 - PROGRESS: at 72.84% examples, 221710 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:49,288 : INFO : EPOCH 12 - PROGRESS: at 72.96% examples, 221715 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:50,337 : INFO : EPOCH 12 - PROGRESS: at 73.09% examples, 221713 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:51,356 : INFO : EPOCH 12 - PROGRESS: at 73.22% examples, 221719 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:52,357 : INFO : EPOCH 12 - PROGRESS: at 73.34% examples, 221734 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:53,416 : INFO : EPOCH 12 - PROGRESS: at 73.47% examples, 221733 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:54,485 : INFO : EPOCH 12 - PROGRESS: at 73.58% examples, 221732 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:55,498 : INFO : EPOCH 12 - PROGRESS: at 73.71% examples, 221744 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:56,499 : INFO : EPOCH 12 - PROGRESS: at 73.82% examples, 221752 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:57,525 : INFO : EPOCH 12 - PROGRESS: at 73.95% examples, 221750 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:58,533 : INFO : EPOCH 12 - PROGRESS: at 74.08% examples, 221771 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:06:59,543 : INFO : EPOCH 12 - PROGRESS: at 74.20% examples, 221769 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:00,567 : INFO : EPOCH 12 - PROGRESS: at 74.31% examples, 221781 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:01,654 : INFO : EPOCH 12 - PROGRESS: at 74.42% examples, 221770 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:02,670 : INFO : EPOCH 12 - PROGRESS: at 74.54% examples, 221780 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:03,694 : INFO : EPOCH 12 - PROGRESS: at 74.66% examples, 221782 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:04,708 : INFO : EPOCH 12 - PROGRESS: at 74.79% examples, 221792 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:05,719 : INFO : EPOCH 12 - PROGRESS: at 74.92% examples, 221808 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:06,732 : INFO : EPOCH 12 - PROGRESS: at 75.04% examples, 221798 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:07,761 : INFO : EPOCH 12 - PROGRESS: at 75.16% examples, 221815 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:08,772 : INFO : EPOCH 12 - PROGRESS: at 75.29% examples, 221822 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:09,809 : INFO : EPOCH 12 - PROGRESS: at 75.41% examples, 221812 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:10,872 : INFO : EPOCH 12 - PROGRESS: at 75.55% examples, 221802 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:11,882 : INFO : EPOCH 12 - PROGRESS: at 75.68% examples, 221830 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:12,892 : INFO : EPOCH 12 - PROGRESS: at 75.81% examples, 221825 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:13,899 : INFO : EPOCH 12 - PROGRESS: at 75.93% examples, 221840 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:14,914 : INFO : EPOCH 12 - PROGRESS: at 76.05% examples, 221842 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:15,916 : INFO : EPOCH 12 - PROGRESS: at 76.16% examples, 221846 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:16,919 : INFO : EPOCH 12 - PROGRESS: at 76.29% examples, 221846 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:17,974 : INFO : EPOCH 12 - PROGRESS: at 76.41% examples, 221841 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:18,983 : INFO : EPOCH 12 - PROGRESS: at 76.52% examples, 221852 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:19,995 : INFO : EPOCH 12 - PROGRESS: at 76.63% examples, 221862 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:21,020 : INFO : EPOCH 12 - PROGRESS: at 76.75% examples, 221865 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:22,056 : INFO : EPOCH 12 - PROGRESS: at 76.88% examples, 221875 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:23,116 : INFO : EPOCH 12 - PROGRESS: at 77.01% examples, 221876 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:24,140 : INFO : EPOCH 12 - PROGRESS: at 77.14% examples, 221889 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:25,190 : INFO : EPOCH 12 - PROGRESS: at 77.26% examples, 221879 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:26,191 : INFO : EPOCH 12 - PROGRESS: at 77.38% examples, 221890 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:27,221 : INFO : EPOCH 12 - PROGRESS: at 77.49% examples, 221886 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:28,226 : INFO : EPOCH 12 - PROGRESS: at 77.60% examples, 221893 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:29,247 : INFO : EPOCH 12 - PROGRESS: at 77.73% examples, 221884 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:30,249 : INFO : EPOCH 12 - PROGRESS: at 77.86% examples, 221899 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:31,266 : INFO : EPOCH 12 - PROGRESS: at 77.98% examples, 221897 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:32,272 : INFO : EPOCH 12 - PROGRESS: at 78.11% examples, 221898 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:07:33,279 : INFO : EPOCH 12 - PROGRESS: at 78.23% examples, 221914 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:34,339 : INFO : EPOCH 12 - PROGRESS: at 78.33% examples, 221907 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:35,367 : INFO : EPOCH 12 - PROGRESS: at 78.46% examples, 221918 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:36,416 : INFO : EPOCH 12 - PROGRESS: at 78.58% examples, 221923 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:37,436 : INFO : EPOCH 12 - PROGRESS: at 78.71% examples, 221920 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:38,448 : INFO : EPOCH 12 - PROGRESS: at 78.83% examples, 221928 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:39,481 : INFO : EPOCH 12 - PROGRESS: at 78.96% examples, 221930 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:40,511 : INFO : EPOCH 12 - PROGRESS: at 79.09% examples, 221934 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:41,522 : INFO : EPOCH 12 - PROGRESS: at 79.21% examples, 221938 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:42,531 : INFO : EPOCH 12 - PROGRESS: at 79.34% examples, 221953 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:43,541 : INFO : EPOCH 12 - PROGRESS: at 79.47% examples, 221947 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:44,552 : INFO : EPOCH 12 - PROGRESS: at 79.61% examples, 221966 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:45,557 : INFO : EPOCH 12 - PROGRESS: at 79.73% examples, 221967 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:46,571 : INFO : EPOCH 12 - PROGRESS: at 79.83% examples, 221975 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:47,620 : INFO : EPOCH 12 - PROGRESS: at 79.94% examples, 221967 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:48,621 : INFO : EPOCH 12 - PROGRESS: at 80.07% examples, 221977 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:49,636 : INFO : EPOCH 12 - PROGRESS: at 80.19% examples, 221966 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:50,695 : INFO : EPOCH 12 - PROGRESS: at 80.32% examples, 221965 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:51,717 : INFO : EPOCH 12 - PROGRESS: at 80.44% examples, 221963 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:52,732 : INFO : EPOCH 12 - PROGRESS: at 80.54% examples, 221935 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:53,733 : INFO : EPOCH 12 - PROGRESS: at 80.64% examples, 221902 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:54,741 : INFO : EPOCH 12 - PROGRESS: at 80.74% examples, 221885 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:55,755 : INFO : EPOCH 12 - PROGRESS: at 80.86% examples, 221874 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:56,760 : INFO : EPOCH 12 - PROGRESS: at 80.98% examples, 221889 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:57,849 : INFO : EPOCH 12 - PROGRESS: at 81.12% examples, 221883 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:58,886 : INFO : EPOCH 12 - PROGRESS: at 81.22% examples, 221899 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:07:59,914 : INFO : EPOCH 12 - PROGRESS: at 81.33% examples, 221896 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:00,924 : INFO : EPOCH 12 - PROGRESS: at 81.45% examples, 221905 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:01,959 : INFO : EPOCH 12 - PROGRESS: at 81.57% examples, 221910 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:02,968 : INFO : EPOCH 12 - PROGRESS: at 81.68% examples, 221920 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:04,020 : INFO : EPOCH 12 - PROGRESS: at 81.79% examples, 221914 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:05,069 : INFO : EPOCH 12 - PROGRESS: at 81.91% examples, 221914 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:06,079 : INFO : EPOCH 12 - PROGRESS: at 82.06% examples, 221928 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:07,087 : INFO : EPOCH 12 - PROGRESS: at 82.18% examples, 221935 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:08,115 : INFO : EPOCH 12 - PROGRESS: at 82.31% examples, 221940 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:09,175 : INFO : EPOCH 12 - PROGRESS: at 82.43% examples, 221936 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:10,186 : INFO : EPOCH 12 - PROGRESS: at 82.56% examples, 221951 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:11,187 : INFO : EPOCH 12 - PROGRESS: at 82.68% examples, 221955 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:12,229 : INFO : EPOCH 12 - PROGRESS: at 82.80% examples, 221945 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:13,245 : INFO : EPOCH 12 - PROGRESS: at 82.93% examples, 221965 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:14,257 : INFO : EPOCH 12 - PROGRESS: at 83.04% examples, 221966 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:15,277 : INFO : EPOCH 12 - PROGRESS: at 83.14% examples, 221967 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:16,296 : INFO : EPOCH 12 - PROGRESS: at 83.27% examples, 221968 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:17,299 : INFO : EPOCH 12 - PROGRESS: at 83.41% examples, 221981 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:18,318 : INFO : EPOCH 12 - PROGRESS: at 83.52% examples, 221978 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:19,335 : INFO : EPOCH 12 - PROGRESS: at 83.64% examples, 221975 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:20,429 : INFO : EPOCH 12 - PROGRESS: at 83.77% examples, 221968 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:21,432 : INFO : EPOCH 12 - PROGRESS: at 83.93% examples, 221985 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:08:22,479 : INFO : EPOCH 12 - PROGRESS: at 84.05% examples, 221988 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:23,483 : INFO : EPOCH 12 - PROGRESS: at 84.18% examples, 221990 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:24,517 : INFO : EPOCH 12 - PROGRESS: at 84.30% examples, 221991 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:25,537 : INFO : EPOCH 12 - PROGRESS: at 84.41% examples, 221998 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:26,548 : INFO : EPOCH 12 - PROGRESS: at 84.53% examples, 222012 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:27,574 : INFO : EPOCH 12 - PROGRESS: at 84.66% examples, 222007 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:28,643 : INFO : EPOCH 12 - PROGRESS: at 84.77% examples, 222004 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:29,679 : INFO : EPOCH 12 - PROGRESS: at 84.89% examples, 222020 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:30,690 : INFO : EPOCH 12 - PROGRESS: at 84.99% examples, 222020 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:31,708 : INFO : EPOCH 12 - PROGRESS: at 85.10% examples, 222023 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:32,754 : INFO : EPOCH 12 - PROGRESS: at 85.23% examples, 222027 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:33,795 : INFO : EPOCH 12 - PROGRESS: at 85.35% examples, 222026 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:34,811 : INFO : EPOCH 12 - PROGRESS: at 85.46% examples, 222031 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:35,823 : INFO : EPOCH 12 - PROGRESS: at 85.58% examples, 222030 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:36,861 : INFO : EPOCH 12 - PROGRESS: at 85.69% examples, 222036 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:37,896 : INFO : EPOCH 12 - PROGRESS: at 85.81% examples, 222037 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:38,902 : INFO : EPOCH 12 - PROGRESS: at 85.93% examples, 222044 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:39,907 : INFO : EPOCH 12 - PROGRESS: at 86.06% examples, 222049 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:40,943 : INFO : EPOCH 12 - PROGRESS: at 86.19% examples, 222048 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:41,967 : INFO : EPOCH 12 - PROGRESS: at 86.30% examples, 222055 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:42,972 : INFO : EPOCH 12 - PROGRESS: at 86.42% examples, 222062 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:44,020 : INFO : EPOCH 12 - PROGRESS: at 86.55% examples, 222061 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:45,036 : INFO : EPOCH 12 - PROGRESS: at 86.69% examples, 222064 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:46,057 : INFO : EPOCH 12 - PROGRESS: at 86.82% examples, 222071 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:47,062 : INFO : EPOCH 12 - PROGRESS: at 86.93% examples, 222075 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:48,083 : INFO : EPOCH 12 - PROGRESS: at 87.05% examples, 222083 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:49,111 : INFO : EPOCH 12 - PROGRESS: at 87.18% examples, 222079 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:50,167 : INFO : EPOCH 12 - PROGRESS: at 87.31% examples, 222079 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:51,183 : INFO : EPOCH 12 - PROGRESS: at 87.44% examples, 222092 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:52,188 : INFO : EPOCH 12 - PROGRESS: at 87.56% examples, 222094 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:53,195 : INFO : EPOCH 12 - PROGRESS: at 87.70% examples, 222097 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:54,220 : INFO : EPOCH 12 - PROGRESS: at 87.83% examples, 222101 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:55,236 : INFO : EPOCH 12 - PROGRESS: at 87.94% examples, 222116 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:56,270 : INFO : EPOCH 12 - PROGRESS: at 88.05% examples, 222106 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:57,292 : INFO : EPOCH 12 - PROGRESS: at 88.19% examples, 222115 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:58,299 : INFO : EPOCH 12 - PROGRESS: at 88.32% examples, 222123 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:08:59,308 : INFO : EPOCH 12 - PROGRESS: at 88.44% examples, 222128 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:00,322 : INFO : EPOCH 12 - PROGRESS: at 88.57% examples, 222128 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:01,335 : INFO : EPOCH 12 - PROGRESS: at 88.69% examples, 222130 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:02,339 : INFO : EPOCH 12 - PROGRESS: at 88.82% examples, 222144 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:09:03,344 : INFO : EPOCH 12 - PROGRESS: at 88.96% examples, 222150 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:04,373 : INFO : EPOCH 12 - PROGRESS: at 89.05% examples, 222146 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:05,395 : INFO : EPOCH 12 - PROGRESS: at 89.17% examples, 222140 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:06,411 : INFO : EPOCH 12 - PROGRESS: at 89.32% examples, 222153 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:07,415 : INFO : EPOCH 12 - PROGRESS: at 89.44% examples, 222161 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:08,431 : INFO : EPOCH 12 - PROGRESS: at 89.55% examples, 222148 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:09,479 : INFO : EPOCH 12 - PROGRESS: at 89.68% examples, 222161 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:10,485 : INFO : EPOCH 12 - PROGRESS: at 89.81% examples, 222170 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:11,512 : INFO : EPOCH 12 - PROGRESS: at 89.94% examples, 222173 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:12,550 : INFO : EPOCH 12 - PROGRESS: at 90.06% examples, 222172 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:13,575 : INFO : EPOCH 12 - PROGRESS: at 90.16% examples, 222171 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:14,643 : INFO : EPOCH 12 - PROGRESS: at 90.28% examples, 222173 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:15,646 : INFO : EPOCH 12 - PROGRESS: at 90.40% examples, 222178 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:16,658 : INFO : EPOCH 12 - PROGRESS: at 90.54% examples, 222193 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:17,661 : INFO : EPOCH 12 - PROGRESS: at 90.67% examples, 222189 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:18,672 : INFO : EPOCH 12 - PROGRESS: at 90.77% examples, 222187 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:19,713 : INFO : EPOCH 12 - PROGRESS: at 90.89% examples, 222195 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:20,731 : INFO : EPOCH 12 - PROGRESS: at 91.01% examples, 222200 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:21,734 : INFO : EPOCH 12 - PROGRESS: at 91.12% examples, 222211 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:22,766 : INFO : EPOCH 12 - PROGRESS: at 91.23% examples, 222208 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:23,821 : INFO : EPOCH 12 - PROGRESS: at 91.36% examples, 222207 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:24,872 : INFO : EPOCH 12 - PROGRESS: at 91.49% examples, 222210 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:25,917 : INFO : EPOCH 12 - PROGRESS: at 91.63% examples, 222217 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:26,919 : INFO : EPOCH 12 - PROGRESS: at 91.75% examples, 222221 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:27,989 : INFO : EPOCH 12 - PROGRESS: at 91.87% examples, 222220 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:29,002 : INFO : EPOCH 12 - PROGRESS: at 91.99% examples, 222224 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:30,071 : INFO : EPOCH 12 - PROGRESS: at 92.12% examples, 222224 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:31,099 : INFO : EPOCH 12 - PROGRESS: at 92.24% examples, 222230 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:32,112 : INFO : EPOCH 12 - PROGRESS: at 92.37% examples, 222235 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:33,112 : INFO : EPOCH 12 - PROGRESS: at 92.51% examples, 222239 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:34,115 : INFO : EPOCH 12 - PROGRESS: at 92.64% examples, 222241 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:09:35,165 : INFO : EPOCH 12 - PROGRESS: at 92.75% examples, 222243 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:36,210 : INFO : EPOCH 12 - PROGRESS: at 92.88% examples, 222243 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:37,219 : INFO : EPOCH 12 - PROGRESS: at 93.01% examples, 222252 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:38,241 : INFO : EPOCH 12 - PROGRESS: at 93.12% examples, 222251 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:39,263 : INFO : EPOCH 12 - PROGRESS: at 93.24% examples, 222258 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:40,317 : INFO : EPOCH 12 - PROGRESS: at 93.35% examples, 222261 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:41,357 : INFO : EPOCH 12 - PROGRESS: at 93.50% examples, 222259 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:42,360 : INFO : EPOCH 12 - PROGRESS: at 93.62% examples, 222271 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:43,369 : INFO : EPOCH 12 - PROGRESS: at 93.74% examples, 222277 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:44,414 : INFO : EPOCH 12 - PROGRESS: at 93.85% examples, 222278 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:45,418 : INFO : EPOCH 12 - PROGRESS: at 93.98% examples, 222281 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:46,421 : INFO : EPOCH 12 - PROGRESS: at 94.09% examples, 222280 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:47,459 : INFO : EPOCH 12 - PROGRESS: at 94.20% examples, 222283 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:48,528 : INFO : EPOCH 12 - PROGRESS: at 94.33% examples, 222286 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:49,556 : INFO : EPOCH 12 - PROGRESS: at 94.45% examples, 222294 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:50,575 : INFO : EPOCH 12 - PROGRESS: at 94.57% examples, 222296 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:51,576 : INFO : EPOCH 12 - PROGRESS: at 94.67% examples, 222297 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:52,604 : INFO : EPOCH 12 - PROGRESS: at 94.79% examples, 222300 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:53,606 : INFO : EPOCH 12 - PROGRESS: at 94.92% examples, 222297 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:54,627 : INFO : EPOCH 12 - PROGRESS: at 95.04% examples, 222307 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:55,631 : INFO : EPOCH 12 - PROGRESS: at 95.17% examples, 222304 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:56,646 : INFO : EPOCH 12 - PROGRESS: at 95.29% examples, 222313 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:57,697 : INFO : EPOCH 12 - PROGRESS: at 95.40% examples, 222303 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:58,711 : INFO : EPOCH 12 - PROGRESS: at 95.54% examples, 222318 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:09:59,722 : INFO : EPOCH 12 - PROGRESS: at 95.64% examples, 222317 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:00,761 : INFO : EPOCH 12 - PROGRESS: at 95.77% examples, 222314 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:01,783 : INFO : EPOCH 12 - PROGRESS: at 95.89% examples, 222324 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:02,862 : INFO : EPOCH 12 - PROGRESS: at 96.01% examples, 222322 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:03,882 : INFO : EPOCH 12 - PROGRESS: at 96.13% examples, 222328 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:04,923 : INFO : EPOCH 12 - PROGRESS: at 96.23% examples, 222333 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:05,943 : INFO : EPOCH 12 - PROGRESS: at 96.35% examples, 222337 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:06,979 : INFO : EPOCH 12 - PROGRESS: at 96.48% examples, 222339 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:07,990 : INFO : EPOCH 12 - PROGRESS: at 96.61% examples, 222342 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:09,005 : INFO : EPOCH 12 - PROGRESS: at 96.74% examples, 222344 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:10,013 : INFO : EPOCH 12 - PROGRESS: at 96.89% examples, 222355 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:11,045 : INFO : EPOCH 12 - PROGRESS: at 97.03% examples, 222357 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:12,090 : INFO : EPOCH 12 - PROGRESS: at 97.17% examples, 222355 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:13,156 : INFO : EPOCH 12 - PROGRESS: at 97.30% examples, 222350 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:14,199 : INFO : EPOCH 12 - PROGRESS: at 97.43% examples, 222350 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:15,240 : INFO : EPOCH 12 - PROGRESS: at 97.55% examples, 222363 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:16,323 : INFO : EPOCH 12 - PROGRESS: at 97.68% examples, 222355 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:17,326 : INFO : EPOCH 12 - PROGRESS: at 97.81% examples, 222368 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:18,365 : INFO : EPOCH 12 - PROGRESS: at 97.93% examples, 222367 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:19,372 : INFO : EPOCH 12 - PROGRESS: at 98.06% examples, 222379 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:20,482 : INFO : EPOCH 12 - PROGRESS: at 98.20% examples, 222365 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:21,512 : INFO : EPOCH 12 - PROGRESS: at 98.35% examples, 222367 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:22,522 : INFO : EPOCH 12 - PROGRESS: at 98.49% examples, 222385 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:23,539 : INFO : EPOCH 12 - PROGRESS: at 98.58% examples, 222382 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:24,621 : INFO : EPOCH 12 - PROGRESS: at 98.70% examples, 222373 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:10:25,631 : INFO : EPOCH 12 - PROGRESS: at 98.83% examples, 222379 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:26,639 : INFO : EPOCH 12 - PROGRESS: at 98.97% examples, 222390 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:27,682 : INFO : EPOCH 12 - PROGRESS: at 99.07% examples, 222386 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:28,722 : INFO : EPOCH 12 - PROGRESS: at 99.20% examples, 222391 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:29,724 : INFO : EPOCH 12 - PROGRESS: at 99.33% examples, 222398 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:30,758 : INFO : EPOCH 12 - PROGRESS: at 99.46% examples, 222401 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:31,771 : INFO : EPOCH 12 - PROGRESS: at 99.57% examples, 222399 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:32,778 : INFO : EPOCH 12 - PROGRESS: at 99.68% examples, 222409 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:33,801 : INFO : EPOCH 12 - PROGRESS: at 99.82% examples, 222407 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:34,821 : INFO : EPOCH 12 - PROGRESS: at 99.95% examples, 222413 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:35,186 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 16:10:35,206 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 16:10:35,220 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 16:10:35,232 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 16:10:35,233 : INFO : EPOCH - 12 : training on 246540407 raw words (186689600 effective words) took 839.3s, 222424 effective words/s
2020-07-16 16:10:36,255 : INFO : EPOCH 13 - PROGRESS: at 0.13% examples, 212757 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:37,281 : INFO : EPOCH 13 - PROGRESS: at 0.27% examples, 217387 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:38,291 : INFO : EPOCH 13 - PROGRESS: at 0.40% examples, 221590 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:39,348 : INFO : EPOCH 13 - PROGRESS: at 0.53% examples, 221120 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:40,349 : INFO : EPOCH 13 - PROGRESS: at 0.64% examples, 220934 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:41,356 : INFO : EPOCH 13 - PROGRESS: at 0.76% examples, 222128 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:42,375 : INFO : EPOCH 13 - PROGRESS: at 0.89% examples, 223254 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:43,389 : INFO : EPOCH 13 - PROGRESS: at 1.01% examples, 223817 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:44,424 : INFO : EPOCH 13 - PROGRESS: at 1.11% examples, 223144 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:45,433 : INFO : EPOCH 13 - PROGRESS: at 1.23% examples, 223812 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:46,460 : INFO : EPOCH 13 - PROGRESS: at 1.35% examples, 223650 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:47,482 : INFO : EPOCH 13 - PROGRESS: at 1.47% examples, 223372 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:48,523 : INFO : EPOCH 13 - PROGRESS: at 1.60% examples, 221980 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:49,546 : INFO : EPOCH 13 - PROGRESS: at 1.68% examples, 217104 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:50,571 : INFO : EPOCH 13 - PROGRESS: at 1.77% examples, 212686 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:51,581 : INFO : EPOCH 13 - PROGRESS: at 1.84% examples, 208059 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:52,658 : INFO : EPOCH 13 - PROGRESS: at 1.92% examples, 202777 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:53,696 : INFO : EPOCH 13 - PROGRESS: at 2.00% examples, 199344 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:54,697 : INFO : EPOCH 13 - PROGRESS: at 2.05% examples, 195078 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:55,707 : INFO : EPOCH 13 - PROGRESS: at 2.14% examples, 192323 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:56,732 : INFO : EPOCH 13 - PROGRESS: at 2.19% examples, 188963 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:57,784 : INFO : EPOCH 13 - PROGRESS: at 2.31% examples, 190279 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:58,818 : INFO : EPOCH 13 - PROGRESS: at 2.43% examples, 192137 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:10:59,821 : INFO : EPOCH 13 - PROGRESS: at 2.55% examples, 193596 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:00,828 : INFO : EPOCH 13 - PROGRESS: at 2.67% examples, 194863 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:01,848 : INFO : EPOCH 13 - PROGRESS: at 2.79% examples, 195659 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:02,859 : INFO : EPOCH 13 - PROGRESS: at 2.91% examples, 196758 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:03,948 : INFO : EPOCH 13 - PROGRESS: at 3.05% examples, 197560 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:04,989 : INFO : EPOCH 13 - PROGRESS: at 3.16% examples, 198533 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:05,989 : INFO : EPOCH 13 - PROGRESS: at 3.29% examples, 199661 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:07,017 : INFO : EPOCH 13 - PROGRESS: at 3.40% examples, 200236 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:08,025 : INFO : EPOCH 13 - PROGRESS: at 3.51% examples, 200944 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:09,039 : INFO : EPOCH 13 - PROGRESS: at 3.65% examples, 201666 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:10,059 : INFO : EPOCH 13 - PROGRESS: at 3.78% examples, 202337 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:11,102 : INFO : EPOCH 13 - PROGRESS: at 3.91% examples, 203093 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:12,120 : INFO : EPOCH 13 - PROGRESS: at 4.03% examples, 203725 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:13,122 : INFO : EPOCH 13 - PROGRESS: at 4.14% examples, 204326 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:14,130 : INFO : EPOCH 13 - PROGRESS: at 4.25% examples, 204657 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:15,177 : INFO : EPOCH 13 - PROGRESS: at 4.37% examples, 205093 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:16,190 : INFO : EPOCH 13 - PROGRESS: at 4.48% examples, 205654 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:17,212 : INFO : EPOCH 13 - PROGRESS: at 4.62% examples, 206051 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:18,228 : INFO : EPOCH 13 - PROGRESS: at 4.73% examples, 206558 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:19,266 : INFO : EPOCH 13 - PROGRESS: at 4.86% examples, 206987 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:20,275 : INFO : EPOCH 13 - PROGRESS: at 4.98% examples, 207463 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:21,301 : INFO : EPOCH 13 - PROGRESS: at 5.09% examples, 207721 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:22,305 : INFO : EPOCH 13 - PROGRESS: at 5.22% examples, 208057 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:23,338 : INFO : EPOCH 13 - PROGRESS: at 5.33% examples, 208281 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:24,342 : INFO : EPOCH 13 - PROGRESS: at 5.44% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:25,353 : INFO : EPOCH 13 - PROGRESS: at 5.57% examples, 209040 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:26,378 : INFO : EPOCH 13 - PROGRESS: at 5.71% examples, 209355 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:27,464 : INFO : EPOCH 13 - PROGRESS: at 5.85% examples, 209566 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:28,471 : INFO : EPOCH 13 - PROGRESS: at 5.96% examples, 209994 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:29,500 : INFO : EPOCH 13 - PROGRESS: at 6.09% examples, 210283 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:30,517 : INFO : EPOCH 13 - PROGRESS: at 6.21% examples, 210569 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:31,528 : INFO : EPOCH 13 - PROGRESS: at 6.34% examples, 210784 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:32,587 : INFO : EPOCH 13 - PROGRESS: at 6.45% examples, 210937 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:33,611 : INFO : EPOCH 13 - PROGRESS: at 6.57% examples, 211211 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:34,644 : INFO : EPOCH 13 - PROGRESS: at 6.68% examples, 211368 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:35,677 : INFO : EPOCH 13 - PROGRESS: at 6.80% examples, 211633 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:36,730 : INFO : EPOCH 13 - PROGRESS: at 6.92% examples, 211856 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:37,819 : INFO : EPOCH 13 - PROGRESS: at 7.05% examples, 212036 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:38,829 : INFO : EPOCH 13 - PROGRESS: at 7.20% examples, 212362 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:39,853 : INFO : EPOCH 13 - PROGRESS: at 7.33% examples, 212557 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:40,855 : INFO : EPOCH 13 - PROGRESS: at 7.46% examples, 212787 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:41,903 : INFO : EPOCH 13 - PROGRESS: at 7.59% examples, 212880 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:42,929 : INFO : EPOCH 13 - PROGRESS: at 7.71% examples, 213092 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:43,932 : INFO : EPOCH 13 - PROGRESS: at 7.82% examples, 213219 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:44,989 : INFO : EPOCH 13 - PROGRESS: at 7.94% examples, 213353 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:46,009 : INFO : EPOCH 13 - PROGRESS: at 8.05% examples, 213495 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:47,015 : INFO : EPOCH 13 - PROGRESS: at 8.17% examples, 213645 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:48,062 : INFO : EPOCH 13 - PROGRESS: at 8.30% examples, 213819 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:49,066 : INFO : EPOCH 13 - PROGRESS: at 8.42% examples, 214129 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:50,111 : INFO : EPOCH 13 - PROGRESS: at 8.54% examples, 214163 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:51,120 : INFO : EPOCH 13 - PROGRESS: at 8.67% examples, 214324 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:52,140 : INFO : EPOCH 13 - PROGRESS: at 8.80% examples, 214413 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:53,145 : INFO : EPOCH 13 - PROGRESS: at 8.92% examples, 214604 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:54,183 : INFO : EPOCH 13 - PROGRESS: at 9.03% examples, 214712 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:55,224 : INFO : EPOCH 13 - PROGRESS: at 9.16% examples, 214725 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:56,249 : INFO : EPOCH 13 - PROGRESS: at 9.30% examples, 214902 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:57,291 : INFO : EPOCH 13 - PROGRESS: at 9.42% examples, 215030 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:58,316 : INFO : EPOCH 13 - PROGRESS: at 9.53% examples, 215170 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:11:59,341 : INFO : EPOCH 13 - PROGRESS: at 9.65% examples, 215275 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:00,403 : INFO : EPOCH 13 - PROGRESS: at 9.76% examples, 215343 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:01,423 : INFO : EPOCH 13 - PROGRESS: at 9.89% examples, 215492 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:02,437 : INFO : EPOCH 13 - PROGRESS: at 10.02% examples, 215603 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:03,479 : INFO : EPOCH 13 - PROGRESS: at 10.15% examples, 215713 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:04,514 : INFO : EPOCH 13 - PROGRESS: at 10.28% examples, 215751 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:05,540 : INFO : EPOCH 13 - PROGRESS: at 10.41% examples, 215924 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:06,547 : INFO : EPOCH 13 - PROGRESS: at 10.53% examples, 216119 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:07,574 : INFO : EPOCH 13 - PROGRESS: at 10.65% examples, 216064 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:08,588 : INFO : EPOCH 13 - PROGRESS: at 10.78% examples, 216212 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:09,652 : INFO : EPOCH 13 - PROGRESS: at 10.91% examples, 216260 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:10,714 : INFO : EPOCH 13 - PROGRESS: at 11.03% examples, 216336 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:11,722 : INFO : EPOCH 13 - PROGRESS: at 11.16% examples, 216481 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:12,726 : INFO : EPOCH 13 - PROGRESS: at 11.28% examples, 216627 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:13,757 : INFO : EPOCH 13 - PROGRESS: at 11.40% examples, 216704 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:14,796 : INFO : EPOCH 13 - PROGRESS: at 11.52% examples, 216737 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:15,818 : INFO : EPOCH 13 - PROGRESS: at 11.63% examples, 216847 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:16,886 : INFO : EPOCH 13 - PROGRESS: at 11.76% examples, 216883 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:17,906 : INFO : EPOCH 13 - PROGRESS: at 11.89% examples, 216979 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:18,919 : INFO : EPOCH 13 - PROGRESS: at 12.03% examples, 217088 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:19,931 : INFO : EPOCH 13 - PROGRESS: at 12.16% examples, 217092 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:20,946 : INFO : EPOCH 13 - PROGRESS: at 12.28% examples, 217077 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:22,032 : INFO : EPOCH 13 - PROGRESS: at 12.39% examples, 217005 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:12:23,092 : INFO : EPOCH 13 - PROGRESS: at 12.50% examples, 216937 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:24,100 : INFO : EPOCH 13 - PROGRESS: at 12.60% examples, 216743 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:25,171 : INFO : EPOCH 13 - PROGRESS: at 12.73% examples, 216635 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:26,179 : INFO : EPOCH 13 - PROGRESS: at 12.85% examples, 216678 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:27,199 : INFO : EPOCH 13 - PROGRESS: at 13.00% examples, 216790 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:28,226 : INFO : EPOCH 13 - PROGRESS: at 13.13% examples, 216907 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:29,233 : INFO : EPOCH 13 - PROGRESS: at 13.27% examples, 216916 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:30,271 : INFO : EPOCH 13 - PROGRESS: at 13.40% examples, 217016 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:31,297 : INFO : EPOCH 13 - PROGRESS: at 13.51% examples, 217047 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:32,319 : INFO : EPOCH 13 - PROGRESS: at 13.65% examples, 217106 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:33,331 : INFO : EPOCH 13 - PROGRESS: at 13.76% examples, 217184 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:34,375 : INFO : EPOCH 13 - PROGRESS: at 13.88% examples, 217170 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:35,403 : INFO : EPOCH 13 - PROGRESS: at 13.99% examples, 217245 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:36,413 : INFO : EPOCH 13 - PROGRESS: at 14.13% examples, 217352 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:37,470 : INFO : EPOCH 13 - PROGRESS: at 14.26% examples, 217379 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:38,489 : INFO : EPOCH 13 - PROGRESS: at 14.39% examples, 217466 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:39,500 : INFO : EPOCH 13 - PROGRESS: at 14.51% examples, 217555 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:40,509 : INFO : EPOCH 13 - PROGRESS: at 14.64% examples, 217554 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:41,515 : INFO : EPOCH 13 - PROGRESS: at 14.78% examples, 217659 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:42,546 : INFO : EPOCH 13 - PROGRESS: at 14.91% examples, 217669 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:43,574 : INFO : EPOCH 13 - PROGRESS: at 15.02% examples, 217747 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:44,586 : INFO : EPOCH 13 - PROGRESS: at 15.15% examples, 217838 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:45,596 : INFO : EPOCH 13 - PROGRESS: at 15.28% examples, 217900 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:46,612 : INFO : EPOCH 13 - PROGRESS: at 15.41% examples, 217912 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:47,649 : INFO : EPOCH 13 - PROGRESS: at 15.53% examples, 217977 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:48,664 : INFO : EPOCH 13 - PROGRESS: at 15.65% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:49,701 : INFO : EPOCH 13 - PROGRESS: at 15.78% examples, 217972 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:50,729 : INFO : EPOCH 13 - PROGRESS: at 15.91% examples, 218071 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:51,743 : INFO : EPOCH 13 - PROGRESS: at 16.04% examples, 218113 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:52,795 : INFO : EPOCH 13 - PROGRESS: at 16.17% examples, 218121 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:53,807 : INFO : EPOCH 13 - PROGRESS: at 16.30% examples, 218237 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:54,862 : INFO : EPOCH 13 - PROGRESS: at 16.43% examples, 218251 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:55,905 : INFO : EPOCH 13 - PROGRESS: at 16.55% examples, 218285 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:56,925 : INFO : EPOCH 13 - PROGRESS: at 16.67% examples, 218356 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:57,972 : INFO : EPOCH 13 - PROGRESS: at 16.80% examples, 218433 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:12:58,997 : INFO : EPOCH 13 - PROGRESS: at 16.93% examples, 218365 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:00,036 : INFO : EPOCH 13 - PROGRESS: at 17.02% examples, 217962 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:01,072 : INFO : EPOCH 13 - PROGRESS: at 17.09% examples, 217485 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:02,149 : INFO : EPOCH 13 - PROGRESS: at 17.16% examples, 216844 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:03,163 : INFO : EPOCH 13 - PROGRESS: at 17.22% examples, 216314 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:04,175 : INFO : EPOCH 13 - PROGRESS: at 17.30% examples, 215869 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:05,265 : INFO : EPOCH 13 - PROGRESS: at 17.39% examples, 215267 words/s, in_qsize 7, out_qsize 2
2020-07-16 16:13:06,273 : INFO : EPOCH 13 - PROGRESS: at 17.46% examples, 214796 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:07,374 : INFO : EPOCH 13 - PROGRESS: at 17.54% examples, 214181 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:08,369 : INFO : EPOCH 13 - PROGRESS: at 17.60% examples, 213605 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:13:09,434 : INFO : EPOCH 13 - PROGRESS: at 17.65% examples, 212900 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:13:10,496 : INFO : EPOCH 13 - PROGRESS: at 17.76% examples, 212527 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:11,572 : INFO : EPOCH 13 - PROGRESS: at 17.88% examples, 212670 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:12,577 : INFO : EPOCH 13 - PROGRESS: at 18.02% examples, 212806 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:13,615 : INFO : EPOCH 13 - PROGRESS: at 18.14% examples, 212826 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:14,677 : INFO : EPOCH 13 - PROGRESS: at 18.27% examples, 212894 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:15,692 : INFO : EPOCH 13 - PROGRESS: at 18.39% examples, 213032 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:16,705 : INFO : EPOCH 13 - PROGRESS: at 18.50% examples, 213043 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:17,715 : INFO : EPOCH 13 - PROGRESS: at 18.62% examples, 213111 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:18,732 : INFO : EPOCH 13 - PROGRESS: at 18.73% examples, 213196 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:19,761 : INFO : EPOCH 13 - PROGRESS: at 18.86% examples, 213252 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:20,798 : INFO : EPOCH 13 - PROGRESS: at 18.97% examples, 213348 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:21,805 : INFO : EPOCH 13 - PROGRESS: at 19.09% examples, 213419 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:22,811 : INFO : EPOCH 13 - PROGRESS: at 19.22% examples, 213470 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:23,820 : INFO : EPOCH 13 - PROGRESS: at 19.34% examples, 213585 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:24,825 : INFO : EPOCH 13 - PROGRESS: at 19.46% examples, 213655 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:25,848 : INFO : EPOCH 13 - PROGRESS: at 19.58% examples, 213695 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:26,855 : INFO : EPOCH 13 - PROGRESS: at 19.71% examples, 213779 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:27,864 : INFO : EPOCH 13 - PROGRESS: at 19.82% examples, 213795 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:28,886 : INFO : EPOCH 13 - PROGRESS: at 19.95% examples, 213861 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:29,940 : INFO : EPOCH 13 - PROGRESS: at 20.08% examples, 213920 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:30,946 : INFO : EPOCH 13 - PROGRESS: at 20.21% examples, 213998 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:31,953 : INFO : EPOCH 13 - PROGRESS: at 20.32% examples, 214073 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:32,969 : INFO : EPOCH 13 - PROGRESS: at 20.44% examples, 214127 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:33,996 : INFO : EPOCH 13 - PROGRESS: at 20.57% examples, 214173 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:35,035 : INFO : EPOCH 13 - PROGRESS: at 20.70% examples, 214228 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:36,086 : INFO : EPOCH 13 - PROGRESS: at 20.83% examples, 214276 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:37,103 : INFO : EPOCH 13 - PROGRESS: at 20.95% examples, 214357 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:38,122 : INFO : EPOCH 13 - PROGRESS: at 21.08% examples, 214379 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:39,149 : INFO : EPOCH 13 - PROGRESS: at 21.18% examples, 214117 words/s, in_qsize 7, out_qsize 1
2020-07-16 16:13:40,191 : INFO : EPOCH 13 - PROGRESS: at 21.24% examples, 213714 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:13:41,241 : INFO : EPOCH 13 - PROGRESS: at 21.32% examples, 213297 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:13:42,257 : INFO : EPOCH 13 - PROGRESS: at 21.39% examples, 212922 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:13:43,293 : INFO : EPOCH 13 - PROGRESS: at 21.47% examples, 212477 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:44,299 : INFO : EPOCH 13 - PROGRESS: at 21.61% examples, 212561 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:45,311 : INFO : EPOCH 13 - PROGRESS: at 21.71% examples, 212652 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:46,339 : INFO : EPOCH 13 - PROGRESS: at 21.84% examples, 212696 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:47,358 : INFO : EPOCH 13 - PROGRESS: at 21.98% examples, 212761 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:48,389 : INFO : EPOCH 13 - PROGRESS: at 22.11% examples, 212817 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:49,403 : INFO : EPOCH 13 - PROGRESS: at 22.23% examples, 212873 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:50,428 : INFO : EPOCH 13 - PROGRESS: at 22.35% examples, 212929 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:51,454 : INFO : EPOCH 13 - PROGRESS: at 22.46% examples, 212960 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:52,462 : INFO : EPOCH 13 - PROGRESS: at 22.57% examples, 213038 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:53,468 : INFO : EPOCH 13 - PROGRESS: at 22.68% examples, 213130 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:54,484 : INFO : EPOCH 13 - PROGRESS: at 22.82% examples, 213180 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:55,558 : INFO : EPOCH 13 - PROGRESS: at 22.95% examples, 213203 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:56,586 : INFO : EPOCH 13 - PROGRESS: at 23.08% examples, 213299 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:57,641 : INFO : EPOCH 13 - PROGRESS: at 23.20% examples, 213318 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:58,674 : INFO : EPOCH 13 - PROGRESS: at 23.33% examples, 213405 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:13:59,691 : INFO : EPOCH 13 - PROGRESS: at 23.45% examples, 213444 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:00,698 : INFO : EPOCH 13 - PROGRESS: at 23.56% examples, 213532 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:01,701 : INFO : EPOCH 13 - PROGRESS: at 23.69% examples, 213566 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:02,749 : INFO : EPOCH 13 - PROGRESS: at 23.82% examples, 213627 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:03,759 : INFO : EPOCH 13 - PROGRESS: at 23.96% examples, 213699 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:04,777 : INFO : EPOCH 13 - PROGRESS: at 24.09% examples, 213753 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:05,835 : INFO : EPOCH 13 - PROGRESS: at 24.20% examples, 213786 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:06,841 : INFO : EPOCH 13 - PROGRESS: at 24.33% examples, 213884 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:07,857 : INFO : EPOCH 13 - PROGRESS: at 24.45% examples, 213895 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:08,883 : INFO : EPOCH 13 - PROGRESS: at 24.56% examples, 213945 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:09,929 : INFO : EPOCH 13 - PROGRESS: at 24.68% examples, 214012 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:10,982 : INFO : EPOCH 13 - PROGRESS: at 24.80% examples, 214004 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:12,069 : INFO : EPOCH 13 - PROGRESS: at 24.93% examples, 214062 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:13,081 : INFO : EPOCH 13 - PROGRESS: at 25.03% examples, 214135 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:14,103 : INFO : EPOCH 13 - PROGRESS: at 25.16% examples, 214191 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:15,114 : INFO : EPOCH 13 - PROGRESS: at 25.28% examples, 214218 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:16,136 : INFO : EPOCH 13 - PROGRESS: at 25.40% examples, 214265 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:17,152 : INFO : EPOCH 13 - PROGRESS: at 25.52% examples, 214312 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:18,152 : INFO : EPOCH 13 - PROGRESS: at 25.64% examples, 214376 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:19,166 : INFO : EPOCH 13 - PROGRESS: at 25.75% examples, 214405 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:20,230 : INFO : EPOCH 13 - PROGRESS: at 25.87% examples, 214435 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:21,289 : INFO : EPOCH 13 - PROGRESS: at 25.99% examples, 214460 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:22,295 : INFO : EPOCH 13 - PROGRESS: at 26.12% examples, 214521 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:23,301 : INFO : EPOCH 13 - PROGRESS: at 26.25% examples, 214558 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:24,313 : INFO : EPOCH 13 - PROGRESS: at 26.37% examples, 214607 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:25,329 : INFO : EPOCH 13 - PROGRESS: at 26.51% examples, 214650 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:26,344 : INFO : EPOCH 13 - PROGRESS: at 26.64% examples, 214700 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:27,416 : INFO : EPOCH 13 - PROGRESS: at 26.78% examples, 214733 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:28,440 : INFO : EPOCH 13 - PROGRESS: at 26.92% examples, 214797 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:29,481 : INFO : EPOCH 13 - PROGRESS: at 27.04% examples, 214821 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:30,486 : INFO : EPOCH 13 - PROGRESS: at 27.12% examples, 214603 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:31,532 : INFO : EPOCH 13 - PROGRESS: at 27.21% examples, 214289 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:32,545 : INFO : EPOCH 13 - PROGRESS: at 27.28% examples, 213963 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:33,637 : INFO : EPOCH 13 - PROGRESS: at 27.35% examples, 213519 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:34,681 : INFO : EPOCH 13 - PROGRESS: at 27.42% examples, 213152 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:14:35,687 : INFO : EPOCH 13 - PROGRESS: at 27.50% examples, 212851 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:36,737 : INFO : EPOCH 13 - PROGRESS: at 27.57% examples, 212414 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:14:37,789 : INFO : EPOCH 13 - PROGRESS: at 27.65% examples, 212069 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:38,874 : INFO : EPOCH 13 - PROGRESS: at 27.73% examples, 211681 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:39,893 : INFO : EPOCH 13 - PROGRESS: at 27.81% examples, 211368 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:40,912 : INFO : EPOCH 13 - PROGRESS: at 27.90% examples, 211142 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:41,929 : INFO : EPOCH 13 - PROGRESS: at 28.04% examples, 211209 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:42,969 : INFO : EPOCH 13 - PROGRESS: at 28.17% examples, 211248 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:43,978 : INFO : EPOCH 13 - PROGRESS: at 28.29% examples, 211308 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:45,000 : INFO : EPOCH 13 - PROGRESS: at 28.37% examples, 211115 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:46,116 : INFO : EPOCH 13 - PROGRESS: at 28.45% examples, 210828 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:47,176 : INFO : EPOCH 13 - PROGRESS: at 28.54% examples, 210517 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:48,189 : INFO : EPOCH 13 - PROGRESS: at 28.62% examples, 210233 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:14:49,218 : INFO : EPOCH 13 - PROGRESS: at 28.72% examples, 210032 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:50,235 : INFO : EPOCH 13 - PROGRESS: at 28.85% examples, 210101 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:51,235 : INFO : EPOCH 13 - PROGRESS: at 28.99% examples, 210180 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:52,237 : INFO : EPOCH 13 - PROGRESS: at 29.11% examples, 210197 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:53,246 : INFO : EPOCH 13 - PROGRESS: at 29.23% examples, 210257 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:54,303 : INFO : EPOCH 13 - PROGRESS: at 29.34% examples, 210291 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:55,313 : INFO : EPOCH 13 - PROGRESS: at 29.48% examples, 210385 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:56,320 : INFO : EPOCH 13 - PROGRESS: at 29.60% examples, 210442 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:57,334 : INFO : EPOCH 13 - PROGRESS: at 29.71% examples, 210489 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:58,334 : INFO : EPOCH 13 - PROGRESS: at 29.79% examples, 210529 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:14:59,350 : INFO : EPOCH 13 - PROGRESS: at 29.92% examples, 210590 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:00,415 : INFO : EPOCH 13 - PROGRESS: at 30.02% examples, 210615 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:01,481 : INFO : EPOCH 13 - PROGRESS: at 30.15% examples, 210682 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:02,503 : INFO : EPOCH 13 - PROGRESS: at 30.28% examples, 210767 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:03,518 : INFO : EPOCH 13 - PROGRESS: at 30.39% examples, 210800 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:04,525 : INFO : EPOCH 13 - PROGRESS: at 30.50% examples, 210868 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:05,565 : INFO : EPOCH 13 - PROGRESS: at 30.62% examples, 210908 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:06,585 : INFO : EPOCH 13 - PROGRESS: at 30.76% examples, 210964 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:07,602 : INFO : EPOCH 13 - PROGRESS: at 30.87% examples, 211027 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:08,659 : INFO : EPOCH 13 - PROGRESS: at 31.01% examples, 211051 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:09,707 : INFO : EPOCH 13 - PROGRESS: at 31.13% examples, 211112 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:10,711 : INFO : EPOCH 13 - PROGRESS: at 31.26% examples, 211155 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:11,731 : INFO : EPOCH 13 - PROGRESS: at 31.37% examples, 211192 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:12,750 : INFO : EPOCH 13 - PROGRESS: at 31.50% examples, 211235 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:13,755 : INFO : EPOCH 13 - PROGRESS: at 31.62% examples, 211297 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:14,790 : INFO : EPOCH 13 - PROGRESS: at 31.75% examples, 211337 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:15,805 : INFO : EPOCH 13 - PROGRESS: at 31.86% examples, 211399 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:16,831 : INFO : EPOCH 13 - PROGRESS: at 31.96% examples, 211451 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:17,836 : INFO : EPOCH 13 - PROGRESS: at 32.07% examples, 211501 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:18,885 : INFO : EPOCH 13 - PROGRESS: at 32.18% examples, 211534 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:19,925 : INFO : EPOCH 13 - PROGRESS: at 32.31% examples, 211589 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:20,944 : INFO : EPOCH 13 - PROGRESS: at 32.44% examples, 211656 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:21,975 : INFO : EPOCH 13 - PROGRESS: at 32.54% examples, 211678 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:22,979 : INFO : EPOCH 13 - PROGRESS: at 32.65% examples, 211753 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:23,990 : INFO : EPOCH 13 - PROGRESS: at 32.78% examples, 211798 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:25,057 : INFO : EPOCH 13 - PROGRESS: at 32.91% examples, 211804 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:26,068 : INFO : EPOCH 13 - PROGRESS: at 33.05% examples, 211881 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:27,077 : INFO : EPOCH 13 - PROGRESS: at 33.18% examples, 211913 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:28,106 : INFO : EPOCH 13 - PROGRESS: at 33.31% examples, 211958 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:29,121 : INFO : EPOCH 13 - PROGRESS: at 33.42% examples, 212002 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:30,138 : INFO : EPOCH 13 - PROGRESS: at 33.54% examples, 212037 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:31,170 : INFO : EPOCH 13 - PROGRESS: at 33.67% examples, 212109 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:32,280 : INFO : EPOCH 13 - PROGRESS: at 33.79% examples, 212104 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:33,339 : INFO : EPOCH 13 - PROGRESS: at 33.93% examples, 212166 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:34,377 : INFO : EPOCH 13 - PROGRESS: at 34.04% examples, 212132 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:35,467 : INFO : EPOCH 13 - PROGRESS: at 34.13% examples, 211961 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:36,535 : INFO : EPOCH 13 - PROGRESS: at 34.20% examples, 211678 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:37,552 : INFO : EPOCH 13 - PROGRESS: at 34.28% examples, 211460 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:38,573 : INFO : EPOCH 13 - PROGRESS: at 34.36% examples, 211232 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:15:39,579 : INFO : EPOCH 13 - PROGRESS: at 34.45% examples, 211090 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:40,580 : INFO : EPOCH 13 - PROGRESS: at 34.57% examples, 211086 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:41,611 : INFO : EPOCH 13 - PROGRESS: at 34.68% examples, 211122 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:42,619 : INFO : EPOCH 13 - PROGRESS: at 34.82% examples, 211206 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:43,626 : INFO : EPOCH 13 - PROGRESS: at 34.95% examples, 211214 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:44,637 : INFO : EPOCH 13 - PROGRESS: at 35.07% examples, 211260 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:45,641 : INFO : EPOCH 13 - PROGRESS: at 35.18% examples, 211301 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:46,653 : INFO : EPOCH 13 - PROGRESS: at 35.31% examples, 211343 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:47,673 : INFO : EPOCH 13 - PROGRESS: at 35.43% examples, 211382 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:48,706 : INFO : EPOCH 13 - PROGRESS: at 35.56% examples, 211437 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:49,724 : INFO : EPOCH 13 - PROGRESS: at 35.67% examples, 211484 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:50,758 : INFO : EPOCH 13 - PROGRESS: at 35.79% examples, 211502 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:51,815 : INFO : EPOCH 13 - PROGRESS: at 35.89% examples, 211523 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:52,820 : INFO : EPOCH 13 - PROGRESS: at 36.02% examples, 211579 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:53,834 : INFO : EPOCH 13 - PROGRESS: at 36.14% examples, 211597 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:54,839 : INFO : EPOCH 13 - PROGRESS: at 36.26% examples, 211643 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:55,844 : INFO : EPOCH 13 - PROGRESS: at 36.38% examples, 211680 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:56,855 : INFO : EPOCH 13 - PROGRESS: at 36.49% examples, 211749 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:57,864 : INFO : EPOCH 13 - PROGRESS: at 36.60% examples, 211754 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:58,925 : INFO : EPOCH 13 - PROGRESS: at 36.71% examples, 211788 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:15:59,925 : INFO : EPOCH 13 - PROGRESS: at 36.83% examples, 211847 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:00,936 : INFO : EPOCH 13 - PROGRESS: at 36.95% examples, 211887 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:01,988 : INFO : EPOCH 13 - PROGRESS: at 37.07% examples, 211924 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:02,998 : INFO : EPOCH 13 - PROGRESS: at 37.19% examples, 211956 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:04,006 : INFO : EPOCH 13 - PROGRESS: at 37.33% examples, 212026 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:05,031 : INFO : EPOCH 13 - PROGRESS: at 37.45% examples, 212051 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:06,062 : INFO : EPOCH 13 - PROGRESS: at 37.58% examples, 212087 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:07,075 : INFO : EPOCH 13 - PROGRESS: at 37.70% examples, 212124 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:08,117 : INFO : EPOCH 13 - PROGRESS: at 37.84% examples, 212141 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:09,121 : INFO : EPOCH 13 - PROGRESS: at 37.95% examples, 212207 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:10,125 : INFO : EPOCH 13 - PROGRESS: at 38.07% examples, 212235 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:11,169 : INFO : EPOCH 13 - PROGRESS: at 38.19% examples, 212273 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:12,175 : INFO : EPOCH 13 - PROGRESS: at 38.32% examples, 212344 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:13,252 : INFO : EPOCH 13 - PROGRESS: at 38.43% examples, 212349 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:14,274 : INFO : EPOCH 13 - PROGRESS: at 38.55% examples, 212413 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:15,301 : INFO : EPOCH 13 - PROGRESS: at 38.67% examples, 212440 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:16,307 : INFO : EPOCH 13 - PROGRESS: at 38.79% examples, 212501 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:17,363 : INFO : EPOCH 13 - PROGRESS: at 38.90% examples, 212500 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:18,377 : INFO : EPOCH 13 - PROGRESS: at 39.05% examples, 212572 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:19,421 : INFO : EPOCH 13 - PROGRESS: at 39.17% examples, 212578 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:20,433 : INFO : EPOCH 13 - PROGRESS: at 39.28% examples, 212609 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:21,449 : INFO : EPOCH 13 - PROGRESS: at 39.40% examples, 212654 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:22,455 : INFO : EPOCH 13 - PROGRESS: at 39.53% examples, 212674 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:23,475 : INFO : EPOCH 13 - PROGRESS: at 39.66% examples, 212729 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:24,527 : INFO : EPOCH 13 - PROGRESS: at 39.78% examples, 212747 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:25,564 : INFO : EPOCH 13 - PROGRESS: at 39.90% examples, 212786 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:26,596 : INFO : EPOCH 13 - PROGRESS: at 40.02% examples, 212824 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:27,598 : INFO : EPOCH 13 - PROGRESS: at 40.14% examples, 212861 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:28,608 : INFO : EPOCH 13 - PROGRESS: at 40.26% examples, 212906 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:29,613 : INFO : EPOCH 13 - PROGRESS: at 40.37% examples, 212939 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:30,661 : INFO : EPOCH 13 - PROGRESS: at 40.49% examples, 212965 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:31,682 : INFO : EPOCH 13 - PROGRESS: at 40.63% examples, 213012 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:32,689 : INFO : EPOCH 13 - PROGRESS: at 40.75% examples, 213045 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:33,693 : INFO : EPOCH 13 - PROGRESS: at 40.87% examples, 213069 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:34,714 : INFO : EPOCH 13 - PROGRESS: at 41.00% examples, 213113 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:35,727 : INFO : EPOCH 13 - PROGRESS: at 41.11% examples, 213142 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:36,757 : INFO : EPOCH 13 - PROGRESS: at 41.23% examples, 213159 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:37,779 : INFO : EPOCH 13 - PROGRESS: at 41.35% examples, 213180 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:38,841 : INFO : EPOCH 13 - PROGRESS: at 41.45% examples, 213221 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:39,861 : INFO : EPOCH 13 - PROGRESS: at 41.57% examples, 213258 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:40,880 : INFO : EPOCH 13 - PROGRESS: at 41.69% examples, 213284 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:41,894 : INFO : EPOCH 13 - PROGRESS: at 41.81% examples, 213317 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:42,945 : INFO : EPOCH 13 - PROGRESS: at 41.93% examples, 213332 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:43,969 : INFO : EPOCH 13 - PROGRESS: at 42.06% examples, 213381 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:44,979 : INFO : EPOCH 13 - PROGRESS: at 42.19% examples, 213442 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:45,980 : INFO : EPOCH 13 - PROGRESS: at 42.31% examples, 213444 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:47,028 : INFO : EPOCH 13 - PROGRESS: at 42.44% examples, 213462 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:48,040 : INFO : EPOCH 13 - PROGRESS: at 42.56% examples, 213506 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:49,043 : INFO : EPOCH 13 - PROGRESS: at 42.70% examples, 213551 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:50,065 : INFO : EPOCH 13 - PROGRESS: at 42.80% examples, 213537 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:51,079 : INFO : EPOCH 13 - PROGRESS: at 42.92% examples, 213554 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:52,090 : INFO : EPOCH 13 - PROGRESS: at 43.04% examples, 213579 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:53,112 : INFO : EPOCH 13 - PROGRESS: at 43.14% examples, 213532 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:54,141 : INFO : EPOCH 13 - PROGRESS: at 43.24% examples, 213476 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:55,167 : INFO : EPOCH 13 - PROGRESS: at 43.35% examples, 213468 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:56,200 : INFO : EPOCH 13 - PROGRESS: at 43.48% examples, 213480 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:57,239 : INFO : EPOCH 13 - PROGRESS: at 43.61% examples, 213527 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:58,268 : INFO : EPOCH 13 - PROGRESS: at 43.72% examples, 213552 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:16:59,273 : INFO : EPOCH 13 - PROGRESS: at 43.85% examples, 213584 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:00,274 : INFO : EPOCH 13 - PROGRESS: at 43.97% examples, 213618 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:01,293 : INFO : EPOCH 13 - PROGRESS: at 44.08% examples, 213634 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:02,299 : INFO : EPOCH 13 - PROGRESS: at 44.21% examples, 213664 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:03,308 : INFO : EPOCH 13 - PROGRESS: at 44.35% examples, 213689 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:04,357 : INFO : EPOCH 13 - PROGRESS: at 44.46% examples, 213716 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:05,363 : INFO : EPOCH 13 - PROGRESS: at 44.59% examples, 213761 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:06,364 : INFO : EPOCH 13 - PROGRESS: at 44.71% examples, 213791 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:07,378 : INFO : EPOCH 13 - PROGRESS: at 44.85% examples, 213807 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:08,419 : INFO : EPOCH 13 - PROGRESS: at 44.98% examples, 213828 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:09,457 : INFO : EPOCH 13 - PROGRESS: at 45.10% examples, 213863 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:10,505 : INFO : EPOCH 13 - PROGRESS: at 45.22% examples, 213872 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:11,553 : INFO : EPOCH 13 - PROGRESS: at 45.35% examples, 213903 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:12,564 : INFO : EPOCH 13 - PROGRESS: at 45.47% examples, 213918 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:13,619 : INFO : EPOCH 13 - PROGRESS: at 45.59% examples, 213949 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:14,703 : INFO : EPOCH 13 - PROGRESS: at 45.70% examples, 213971 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:15,706 : INFO : EPOCH 13 - PROGRESS: at 45.83% examples, 214012 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:16,736 : INFO : EPOCH 13 - PROGRESS: at 45.95% examples, 214036 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:17,823 : INFO : EPOCH 13 - PROGRESS: at 46.08% examples, 214050 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:18,824 : INFO : EPOCH 13 - PROGRESS: at 46.19% examples, 214115 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:19,856 : INFO : EPOCH 13 - PROGRESS: at 46.30% examples, 214126 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:20,906 : INFO : EPOCH 13 - PROGRESS: at 46.42% examples, 214149 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:21,946 : INFO : EPOCH 13 - PROGRESS: at 46.56% examples, 214169 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:22,965 : INFO : EPOCH 13 - PROGRESS: at 46.68% examples, 214206 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:23,988 : INFO : EPOCH 13 - PROGRESS: at 46.80% examples, 214235 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:25,025 : INFO : EPOCH 13 - PROGRESS: at 46.91% examples, 214250 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:26,035 : INFO : EPOCH 13 - PROGRESS: at 47.02% examples, 214292 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:27,040 : INFO : EPOCH 13 - PROGRESS: at 47.14% examples, 214323 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:28,057 : INFO : EPOCH 13 - PROGRESS: at 47.26% examples, 214328 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:29,102 : INFO : EPOCH 13 - PROGRESS: at 47.38% examples, 214358 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:30,106 : INFO : EPOCH 13 - PROGRESS: at 47.51% examples, 214379 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:31,153 : INFO : EPOCH 13 - PROGRESS: at 47.63% examples, 214397 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:32,178 : INFO : EPOCH 13 - PROGRESS: at 47.78% examples, 214432 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:33,186 : INFO : EPOCH 13 - PROGRESS: at 47.91% examples, 214465 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:34,205 : INFO : EPOCH 13 - PROGRESS: at 48.03% examples, 214475 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:35,232 : INFO : EPOCH 13 - PROGRESS: at 48.15% examples, 214489 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:17:36,245 : INFO : EPOCH 13 - PROGRESS: at 48.27% examples, 214457 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:37,261 : INFO : EPOCH 13 - PROGRESS: at 48.37% examples, 214316 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:38,346 : INFO : EPOCH 13 - PROGRESS: at 48.47% examples, 214114 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:39,393 : INFO : EPOCH 13 - PROGRESS: at 48.53% examples, 213917 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:40,433 : INFO : EPOCH 13 - PROGRESS: at 48.62% examples, 213721 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:41,450 : INFO : EPOCH 13 - PROGRESS: at 48.71% examples, 213592 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:42,453 : INFO : EPOCH 13 - PROGRESS: at 48.78% examples, 213398 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:17:43,584 : INFO : EPOCH 13 - PROGRESS: at 48.83% examples, 213157 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:44,681 : INFO : EPOCH 13 - PROGRESS: at 48.90% examples, 212915 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:45,705 : INFO : EPOCH 13 - PROGRESS: at 48.97% examples, 212684 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:46,710 : INFO : EPOCH 13 - PROGRESS: at 49.05% examples, 212499 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:47,725 : INFO : EPOCH 13 - PROGRESS: at 49.16% examples, 212505 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:48,752 : INFO : EPOCH 13 - PROGRESS: at 49.29% examples, 212510 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:49,778 : INFO : EPOCH 13 - PROGRESS: at 49.41% examples, 212549 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:50,791 : INFO : EPOCH 13 - PROGRESS: at 49.53% examples, 212570 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:51,806 : INFO : EPOCH 13 - PROGRESS: at 49.65% examples, 212599 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:52,828 : INFO : EPOCH 13 - PROGRESS: at 49.74% examples, 212513 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:53,851 : INFO : EPOCH 13 - PROGRESS: at 49.81% examples, 212309 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:54,865 : INFO : EPOCH 13 - PROGRESS: at 49.90% examples, 212173 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:55,971 : INFO : EPOCH 13 - PROGRESS: at 49.98% examples, 211961 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:56,993 : INFO : EPOCH 13 - PROGRESS: at 50.06% examples, 211803 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:58,037 : INFO : EPOCH 13 - PROGRESS: at 50.14% examples, 211709 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:17:59,092 : INFO : EPOCH 13 - PROGRESS: at 50.24% examples, 211645 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:00,095 : INFO : EPOCH 13 - PROGRESS: at 50.36% examples, 211625 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:01,131 : INFO : EPOCH 13 - PROGRESS: at 50.46% examples, 211573 words/s, in_qsize 7, out_qsize 0
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2020-07-16 16:18:03,192 : INFO : EPOCH 13 - PROGRESS: at 50.70% examples, 211621 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:04,198 : INFO : EPOCH 13 - PROGRESS: at 50.84% examples, 211645 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:05,226 : INFO : EPOCH 13 - PROGRESS: at 50.96% examples, 211682 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:06,258 : INFO : EPOCH 13 - PROGRESS: at 51.09% examples, 211707 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:07,327 : INFO : EPOCH 13 - PROGRESS: at 51.21% examples, 211723 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:08,337 : INFO : EPOCH 13 - PROGRESS: at 51.35% examples, 211768 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:09,357 : INFO : EPOCH 13 - PROGRESS: at 51.47% examples, 211777 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:10,358 : INFO : EPOCH 13 - PROGRESS: at 51.61% examples, 211819 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:11,398 : INFO : EPOCH 13 - PROGRESS: at 51.72% examples, 211839 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:12,439 : INFO : EPOCH 13 - PROGRESS: at 51.85% examples, 211879 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:13,462 : INFO : EPOCH 13 - PROGRESS: at 51.97% examples, 211906 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:14,478 : INFO : EPOCH 13 - PROGRESS: at 52.08% examples, 211926 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:15,526 : INFO : EPOCH 13 - PROGRESS: at 52.21% examples, 211949 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:16,550 : INFO : EPOCH 13 - PROGRESS: at 52.34% examples, 211984 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:17,559 : INFO : EPOCH 13 - PROGRESS: at 52.46% examples, 212016 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:18,563 : INFO : EPOCH 13 - PROGRESS: at 52.57% examples, 212043 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:19,628 : INFO : EPOCH 13 - PROGRESS: at 52.69% examples, 212066 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:20,668 : INFO : EPOCH 13 - PROGRESS: at 52.83% examples, 212093 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:21,712 : INFO : EPOCH 13 - PROGRESS: at 52.96% examples, 212122 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:22,719 : INFO : EPOCH 13 - PROGRESS: at 53.07% examples, 212147 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:23,740 : INFO : EPOCH 13 - PROGRESS: at 53.19% examples, 212171 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:24,764 : INFO : EPOCH 13 - PROGRESS: at 53.30% examples, 212202 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:25,766 : INFO : EPOCH 13 - PROGRESS: at 53.44% examples, 212249 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:26,785 : INFO : EPOCH 13 - PROGRESS: at 53.57% examples, 212265 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:27,799 : INFO : EPOCH 13 - PROGRESS: at 53.67% examples, 212286 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:28,809 : INFO : EPOCH 13 - PROGRESS: at 53.79% examples, 212325 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:29,873 : INFO : EPOCH 13 - PROGRESS: at 53.91% examples, 212336 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:30,902 : INFO : EPOCH 13 - PROGRESS: at 54.04% examples, 212367 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:31,930 : INFO : EPOCH 13 - PROGRESS: at 54.15% examples, 212377 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:32,950 : INFO : EPOCH 13 - PROGRESS: at 54.26% examples, 212428 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:33,989 : INFO : EPOCH 13 - PROGRESS: at 54.38% examples, 212447 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:35,047 : INFO : EPOCH 13 - PROGRESS: at 54.51% examples, 212480 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:36,068 : INFO : EPOCH 13 - PROGRESS: at 54.62% examples, 212501 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:37,098 : INFO : EPOCH 13 - PROGRESS: at 54.73% examples, 212534 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:38,142 : INFO : EPOCH 13 - PROGRESS: at 54.85% examples, 212543 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:39,150 : INFO : EPOCH 13 - PROGRESS: at 54.97% examples, 212578 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:40,167 : INFO : EPOCH 13 - PROGRESS: at 55.11% examples, 212600 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:41,178 : INFO : EPOCH 13 - PROGRESS: at 55.23% examples, 212624 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:42,184 : INFO : EPOCH 13 - PROGRESS: at 55.37% examples, 212664 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:43,186 : INFO : EPOCH 13 - PROGRESS: at 55.48% examples, 212677 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:44,215 : INFO : EPOCH 13 - PROGRESS: at 55.57% examples, 212694 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:45,233 : INFO : EPOCH 13 - PROGRESS: at 55.69% examples, 212721 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:46,301 : INFO : EPOCH 13 - PROGRESS: at 55.81% examples, 212742 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:47,313 : INFO : EPOCH 13 - PROGRESS: at 55.96% examples, 212777 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:48,313 : INFO : EPOCH 13 - PROGRESS: at 56.08% examples, 212798 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:49,335 : INFO : EPOCH 13 - PROGRESS: at 56.21% examples, 212816 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:50,367 : INFO : EPOCH 13 - PROGRESS: at 56.32% examples, 212851 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:51,377 : INFO : EPOCH 13 - PROGRESS: at 56.44% examples, 212878 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:52,395 : INFO : EPOCH 13 - PROGRESS: at 56.55% examples, 212881 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:53,410 : INFO : EPOCH 13 - PROGRESS: at 56.68% examples, 212927 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:54,470 : INFO : EPOCH 13 - PROGRESS: at 56.81% examples, 212935 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:55,473 : INFO : EPOCH 13 - PROGRESS: at 56.93% examples, 212972 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:56,479 : INFO : EPOCH 13 - PROGRESS: at 57.06% examples, 213009 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:57,483 : INFO : EPOCH 13 - PROGRESS: at 57.17% examples, 213006 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:58,486 : INFO : EPOCH 13 - PROGRESS: at 57.28% examples, 213046 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:18:59,521 : INFO : EPOCH 13 - PROGRESS: at 57.41% examples, 213058 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:00,554 : INFO : EPOCH 13 - PROGRESS: at 57.54% examples, 213089 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:01,561 : INFO : EPOCH 13 - PROGRESS: at 57.66% examples, 213117 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:02,579 : INFO : EPOCH 13 - PROGRESS: at 57.80% examples, 213141 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:03,607 : INFO : EPOCH 13 - PROGRESS: at 57.90% examples, 213159 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:04,621 : INFO : EPOCH 13 - PROGRESS: at 58.02% examples, 213173 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:05,652 : INFO : EPOCH 13 - PROGRESS: at 58.15% examples, 213199 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:06,684 : INFO : EPOCH 13 - PROGRESS: at 58.29% examples, 213226 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:07,691 : INFO : EPOCH 13 - PROGRESS: at 58.41% examples, 213245 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:08,698 : INFO : EPOCH 13 - PROGRESS: at 58.54% examples, 213279 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:09,742 : INFO : EPOCH 13 - PROGRESS: at 58.66% examples, 213293 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:10,759 : INFO : EPOCH 13 - PROGRESS: at 58.77% examples, 213311 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:11,786 : INFO : EPOCH 13 - PROGRESS: at 58.90% examples, 213348 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:12,804 : INFO : EPOCH 13 - PROGRESS: at 59.04% examples, 213351 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:13,834 : INFO : EPOCH 13 - PROGRESS: at 59.17% examples, 213370 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:14,880 : INFO : EPOCH 13 - PROGRESS: at 59.30% examples, 213407 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:15,890 : INFO : EPOCH 13 - PROGRESS: at 59.43% examples, 213438 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:16,909 : INFO : EPOCH 13 - PROGRESS: at 59.56% examples, 213444 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:17,937 : INFO : EPOCH 13 - PROGRESS: at 59.70% examples, 213474 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:18,948 : INFO : EPOCH 13 - PROGRESS: at 59.82% examples, 213506 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:19,997 : INFO : EPOCH 13 - PROGRESS: at 59.95% examples, 213513 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:21,067 : INFO : EPOCH 13 - PROGRESS: at 60.07% examples, 213539 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:22,087 : INFO : EPOCH 13 - PROGRESS: at 60.21% examples, 213570 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:23,134 : INFO : EPOCH 13 - PROGRESS: at 60.33% examples, 213578 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:24,142 : INFO : EPOCH 13 - PROGRESS: at 60.46% examples, 213605 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:25,146 : INFO : EPOCH 13 - PROGRESS: at 60.58% examples, 213624 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:26,163 : INFO : EPOCH 13 - PROGRESS: at 60.70% examples, 213664 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:27,191 : INFO : EPOCH 13 - PROGRESS: at 60.83% examples, 213675 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:28,193 : INFO : EPOCH 13 - PROGRESS: at 60.95% examples, 213700 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:29,197 : INFO : EPOCH 13 - PROGRESS: at 61.08% examples, 213720 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:30,257 : INFO : EPOCH 13 - PROGRESS: at 61.20% examples, 213730 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:31,271 : INFO : EPOCH 13 - PROGRESS: at 61.33% examples, 213749 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:32,288 : INFO : EPOCH 13 - PROGRESS: at 61.46% examples, 213783 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:33,296 : INFO : EPOCH 13 - PROGRESS: at 61.60% examples, 213810 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:34,308 : INFO : EPOCH 13 - PROGRESS: at 61.70% examples, 213818 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:35,322 : INFO : EPOCH 13 - PROGRESS: at 61.81% examples, 213834 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:36,378 : INFO : EPOCH 13 - PROGRESS: at 61.95% examples, 213855 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:37,389 : INFO : EPOCH 13 - PROGRESS: at 62.06% examples, 213879 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:38,443 : INFO : EPOCH 13 - PROGRESS: at 62.18% examples, 213889 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:39,464 : INFO : EPOCH 13 - PROGRESS: at 62.32% examples, 213911 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:40,470 : INFO : EPOCH 13 - PROGRESS: at 62.43% examples, 213939 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:41,495 : INFO : EPOCH 13 - PROGRESS: at 62.58% examples, 213944 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:42,540 : INFO : EPOCH 13 - PROGRESS: at 62.68% examples, 213976 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:43,543 : INFO : EPOCH 13 - PROGRESS: at 62.79% examples, 213998 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:44,574 : INFO : EPOCH 13 - PROGRESS: at 62.91% examples, 214021 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:45,594 : INFO : EPOCH 13 - PROGRESS: at 63.02% examples, 214031 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:46,640 : INFO : EPOCH 13 - PROGRESS: at 63.15% examples, 214051 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:47,650 : INFO : EPOCH 13 - PROGRESS: at 63.27% examples, 214084 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:48,673 : INFO : EPOCH 13 - PROGRESS: at 63.39% examples, 214098 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:49,708 : INFO : EPOCH 13 - PROGRESS: at 63.50% examples, 214114 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:50,711 : INFO : EPOCH 13 - PROGRESS: at 63.62% examples, 214138 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:51,720 : INFO : EPOCH 13 - PROGRESS: at 63.76% examples, 214166 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:52,764 : INFO : EPOCH 13 - PROGRESS: at 63.88% examples, 214162 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:53,814 : INFO : EPOCH 13 - PROGRESS: at 64.02% examples, 214190 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:54,892 : INFO : EPOCH 13 - PROGRESS: at 64.14% examples, 214195 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:55,905 : INFO : EPOCH 13 - PROGRESS: at 64.27% examples, 214229 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:56,940 : INFO : EPOCH 13 - PROGRESS: at 64.40% examples, 214244 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:57,955 : INFO : EPOCH 13 - PROGRESS: at 64.53% examples, 214269 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:19:58,972 : INFO : EPOCH 13 - PROGRESS: at 64.66% examples, 214287 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:00,011 : INFO : EPOCH 13 - PROGRESS: at 64.78% examples, 214295 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:01,053 : INFO : EPOCH 13 - PROGRESS: at 64.91% examples, 214318 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:02,057 : INFO : EPOCH 13 - PROGRESS: at 65.05% examples, 214341 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:03,143 : INFO : EPOCH 13 - PROGRESS: at 65.18% examples, 214350 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:04,168 : INFO : EPOCH 13 - PROGRESS: at 65.30% examples, 214379 words/s, in_qsize 7, out_qsize 0
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2020-07-16 16:20:07,244 : INFO : EPOCH 13 - PROGRESS: at 65.70% examples, 214424 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:08,277 : INFO : EPOCH 13 - PROGRESS: at 65.82% examples, 214453 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:09,305 : INFO : EPOCH 13 - PROGRESS: at 65.94% examples, 214469 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:10,307 : INFO : EPOCH 13 - PROGRESS: at 66.06% examples, 214487 words/s, in_qsize 7, out_qsize 0
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2020-07-16 16:20:51,371 : INFO : EPOCH 13 - PROGRESS: at 71.11% examples, 215145 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:52,394 : INFO : EPOCH 13 - PROGRESS: at 71.22% examples, 215155 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:53,411 : INFO : EPOCH 13 - PROGRESS: at 71.37% examples, 215175 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:54,502 : INFO : EPOCH 13 - PROGRESS: at 71.50% examples, 215177 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:55,506 : INFO : EPOCH 13 - PROGRESS: at 71.62% examples, 215203 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:56,551 : INFO : EPOCH 13 - PROGRESS: at 71.75% examples, 215224 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:57,565 : INFO : EPOCH 13 - PROGRESS: at 71.87% examples, 215237 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:58,567 : INFO : EPOCH 13 - PROGRESS: at 72.00% examples, 215261 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:20:59,585 : INFO : EPOCH 13 - PROGRESS: at 72.12% examples, 215265 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:00,600 : INFO : EPOCH 13 - PROGRESS: at 72.22% examples, 215287 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:01,629 : INFO : EPOCH 13 - PROGRESS: at 72.35% examples, 215299 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:02,663 : INFO : EPOCH 13 - PROGRESS: at 72.48% examples, 215316 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:03,677 : INFO : EPOCH 13 - PROGRESS: at 72.59% examples, 215321 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:04,726 : INFO : EPOCH 13 - PROGRESS: at 72.73% examples, 215338 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:05,810 : INFO : EPOCH 13 - PROGRESS: at 72.86% examples, 215351 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:06,835 : INFO : EPOCH 13 - PROGRESS: at 72.98% examples, 215367 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:07,840 : INFO : EPOCH 13 - PROGRESS: at 73.10% examples, 215386 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:08,903 : INFO : EPOCH 13 - PROGRESS: at 73.23% examples, 215396 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:09,911 : INFO : EPOCH 13 - PROGRESS: at 73.36% examples, 215418 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:10,916 : INFO : EPOCH 13 - PROGRESS: at 73.48% examples, 215436 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:11,917 : INFO : EPOCH 13 - PROGRESS: at 73.58% examples, 215441 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:12,923 : INFO : EPOCH 13 - PROGRESS: at 73.71% examples, 215453 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:13,926 : INFO : EPOCH 13 - PROGRESS: at 73.82% examples, 215470 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:14,950 : INFO : EPOCH 13 - PROGRESS: at 73.95% examples, 215480 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:15,956 : INFO : EPOCH 13 - PROGRESS: at 74.08% examples, 215510 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:16,958 : INFO : EPOCH 13 - PROGRESS: at 74.20% examples, 215521 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:17,968 : INFO : EPOCH 13 - PROGRESS: at 74.31% examples, 215535 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:18,972 : INFO : EPOCH 13 - PROGRESS: at 74.42% examples, 215564 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:20,002 : INFO : EPOCH 13 - PROGRESS: at 74.53% examples, 215566 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:21,012 : INFO : EPOCH 13 - PROGRESS: at 74.64% examples, 215571 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:22,068 : INFO : EPOCH 13 - PROGRESS: at 74.77% examples, 215565 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:23,080 : INFO : EPOCH 13 - PROGRESS: at 74.90% examples, 215580 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:24,109 : INFO : EPOCH 13 - PROGRESS: at 75.01% examples, 215556 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:25,167 : INFO : EPOCH 13 - PROGRESS: at 75.11% examples, 215489 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:26,231 : INFO : EPOCH 13 - PROGRESS: at 75.23% examples, 215504 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:27,238 : INFO : EPOCH 13 - PROGRESS: at 75.36% examples, 215521 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:28,311 : INFO : EPOCH 13 - PROGRESS: at 75.49% examples, 215524 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:29,341 : INFO : EPOCH 13 - PROGRESS: at 75.63% examples, 215542 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:30,344 : INFO : EPOCH 13 - PROGRESS: at 75.77% examples, 215573 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:31,352 : INFO : EPOCH 13 - PROGRESS: at 75.89% examples, 215580 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:32,352 : INFO : EPOCH 13 - PROGRESS: at 76.01% examples, 215596 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:21:33,421 : INFO : EPOCH 13 - PROGRESS: at 76.12% examples, 215598 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:34,432 : INFO : EPOCH 13 - PROGRESS: at 76.25% examples, 215617 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:35,437 : INFO : EPOCH 13 - PROGRESS: at 76.37% examples, 215636 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:36,461 : INFO : EPOCH 13 - PROGRESS: at 76.47% examples, 215648 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:37,484 : INFO : EPOCH 13 - PROGRESS: at 76.59% examples, 215660 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:38,511 : INFO : EPOCH 13 - PROGRESS: at 76.72% examples, 215682 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:39,569 : INFO : EPOCH 13 - PROGRESS: at 76.84% examples, 215682 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:40,618 : INFO : EPOCH 13 - PROGRESS: at 76.96% examples, 215699 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:41,683 : INFO : EPOCH 13 - PROGRESS: at 77.10% examples, 215716 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:42,713 : INFO : EPOCH 13 - PROGRESS: at 77.23% examples, 215735 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:43,759 : INFO : EPOCH 13 - PROGRESS: at 77.34% examples, 215744 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:44,786 : INFO : EPOCH 13 - PROGRESS: at 77.46% examples, 215765 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:45,822 : INFO : EPOCH 13 - PROGRESS: at 77.57% examples, 215767 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:46,929 : INFO : EPOCH 13 - PROGRESS: at 77.71% examples, 215778 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:47,957 : INFO : EPOCH 13 - PROGRESS: at 77.85% examples, 215806 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:48,993 : INFO : EPOCH 13 - PROGRESS: at 77.97% examples, 215815 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:50,002 : INFO : EPOCH 13 - PROGRESS: at 78.10% examples, 215824 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:51,054 : INFO : EPOCH 13 - PROGRESS: at 78.22% examples, 215838 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:52,068 : INFO : EPOCH 13 - PROGRESS: at 78.32% examples, 215857 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:53,087 : INFO : EPOCH 13 - PROGRESS: at 78.46% examples, 215873 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:54,100 : INFO : EPOCH 13 - PROGRESS: at 78.57% examples, 215882 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:55,132 : INFO : EPOCH 13 - PROGRESS: at 78.69% examples, 215884 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:56,142 : INFO : EPOCH 13 - PROGRESS: at 78.82% examples, 215907 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:57,176 : INFO : EPOCH 13 - PROGRESS: at 78.95% examples, 215914 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:58,205 : INFO : EPOCH 13 - PROGRESS: at 79.07% examples, 215929 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:21:59,217 : INFO : EPOCH 13 - PROGRESS: at 79.20% examples, 215941 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:00,275 : INFO : EPOCH 13 - PROGRESS: at 79.32% examples, 215950 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:01,300 : INFO : EPOCH 13 - PROGRESS: at 79.46% examples, 215967 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:02,317 : INFO : EPOCH 13 - PROGRESS: at 79.59% examples, 215982 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:03,366 : INFO : EPOCH 13 - PROGRESS: at 79.72% examples, 215987 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:04,389 : INFO : EPOCH 13 - PROGRESS: at 79.82% examples, 216005 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:05,415 : INFO : EPOCH 13 - PROGRESS: at 79.94% examples, 216019 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:06,466 : INFO : EPOCH 13 - PROGRESS: at 80.07% examples, 216032 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:07,513 : INFO : EPOCH 13 - PROGRESS: at 80.20% examples, 216042 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:08,546 : INFO : EPOCH 13 - PROGRESS: at 80.33% examples, 216048 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:22:09,562 : INFO : EPOCH 13 - PROGRESS: at 80.44% examples, 216065 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:10,573 : INFO : EPOCH 13 - PROGRESS: at 80.56% examples, 216069 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:22:11,614 : INFO : EPOCH 13 - PROGRESS: at 80.67% examples, 216094 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:12,689 : INFO : EPOCH 13 - PROGRESS: at 80.79% examples, 216101 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:13,709 : INFO : EPOCH 13 - PROGRESS: at 80.91% examples, 216116 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:14,757 : INFO : EPOCH 13 - PROGRESS: at 81.04% examples, 216134 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:15,782 : INFO : EPOCH 13 - PROGRESS: at 81.15% examples, 216141 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:16,796 : INFO : EPOCH 13 - PROGRESS: at 81.27% examples, 216160 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:17,798 : INFO : EPOCH 13 - PROGRESS: at 81.40% examples, 216176 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:18,840 : INFO : EPOCH 13 - PROGRESS: at 81.50% examples, 216177 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:19,853 : INFO : EPOCH 13 - PROGRESS: at 81.61% examples, 216194 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:20,874 : INFO : EPOCH 13 - PROGRESS: at 81.74% examples, 216209 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:21,877 : INFO : EPOCH 13 - PROGRESS: at 81.84% examples, 216224 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:22,905 : INFO : EPOCH 13 - PROGRESS: at 81.97% examples, 216238 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:23,923 : INFO : EPOCH 13 - PROGRESS: at 82.09% examples, 216244 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:24,951 : INFO : EPOCH 13 - PROGRESS: at 82.23% examples, 216258 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:25,965 : INFO : EPOCH 13 - PROGRESS: at 82.35% examples, 216277 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:26,993 : INFO : EPOCH 13 - PROGRESS: at 82.48% examples, 216284 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:28,004 : INFO : EPOCH 13 - PROGRESS: at 82.61% examples, 216304 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:29,055 : INFO : EPOCH 13 - PROGRESS: at 82.72% examples, 216302 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:30,124 : INFO : EPOCH 13 - PROGRESS: at 82.85% examples, 216311 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:31,186 : INFO : EPOCH 13 - PROGRESS: at 82.97% examples, 216329 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:32,188 : INFO : EPOCH 13 - PROGRESS: at 83.07% examples, 216348 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:33,194 : INFO : EPOCH 13 - PROGRESS: at 83.20% examples, 216364 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:34,223 : INFO : EPOCH 13 - PROGRESS: at 83.34% examples, 216367 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:35,241 : INFO : EPOCH 13 - PROGRESS: at 83.46% examples, 216384 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:36,277 : INFO : EPOCH 13 - PROGRESS: at 83.58% examples, 216388 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:37,316 : INFO : EPOCH 13 - PROGRESS: at 83.71% examples, 216397 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:38,379 : INFO : EPOCH 13 - PROGRESS: at 83.84% examples, 216410 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:39,420 : INFO : EPOCH 13 - PROGRESS: at 83.98% examples, 216422 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:40,448 : INFO : EPOCH 13 - PROGRESS: at 84.11% examples, 216429 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:41,510 : INFO : EPOCH 13 - PROGRESS: at 84.25% examples, 216442 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:42,533 : INFO : EPOCH 13 - PROGRESS: at 84.37% examples, 216451 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:43,580 : INFO : EPOCH 13 - PROGRESS: at 84.48% examples, 216467 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:44,597 : INFO : EPOCH 13 - PROGRESS: at 84.61% examples, 216480 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:45,611 : INFO : EPOCH 13 - PROGRESS: at 84.71% examples, 216496 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:46,614 : INFO : EPOCH 13 - PROGRESS: at 84.83% examples, 216502 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:47,689 : INFO : EPOCH 13 - PROGRESS: at 84.94% examples, 216508 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:48,735 : INFO : EPOCH 13 - PROGRESS: at 85.06% examples, 216524 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:49,742 : INFO : EPOCH 13 - PROGRESS: at 85.16% examples, 216542 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:50,759 : INFO : EPOCH 13 - PROGRESS: at 85.29% examples, 216547 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:51,789 : INFO : EPOCH 13 - PROGRESS: at 85.41% examples, 216549 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:52,795 : INFO : EPOCH 13 - PROGRESS: at 85.51% examples, 216562 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:53,819 : INFO : EPOCH 13 - PROGRESS: at 85.63% examples, 216577 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:54,843 : INFO : EPOCH 13 - PROGRESS: at 85.75% examples, 216594 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:55,879 : INFO : EPOCH 13 - PROGRESS: at 85.87% examples, 216600 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:56,916 : INFO : EPOCH 13 - PROGRESS: at 86.00% examples, 216611 words/s, in_qsize 7, out_qsize 0
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2020-07-16 16:22:58,945 : INFO : EPOCH 13 - PROGRESS: at 86.24% examples, 216624 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:22:59,947 : INFO : EPOCH 13 - PROGRESS: at 86.35% examples, 216637 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:00,962 : INFO : EPOCH 13 - PROGRESS: at 86.48% examples, 216647 words/s, in_qsize 7, out_qsize 0
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2020-07-16 16:23:34,753 : INFO : EPOCH 13 - PROGRESS: at 90.60% examples, 216994 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:35,772 : INFO : EPOCH 13 - PROGRESS: at 90.73% examples, 216997 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:36,791 : INFO : EPOCH 13 - PROGRESS: at 90.83% examples, 217008 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:37,842 : INFO : EPOCH 13 - PROGRESS: at 90.95% examples, 217007 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:38,881 : INFO : EPOCH 13 - PROGRESS: at 91.07% examples, 217014 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:39,913 : INFO : EPOCH 13 - PROGRESS: at 91.18% examples, 217024 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:40,917 : INFO : EPOCH 13 - PROGRESS: at 91.31% examples, 217039 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:41,925 : INFO : EPOCH 13 - PROGRESS: at 91.41% examples, 217040 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:42,983 : INFO : EPOCH 13 - PROGRESS: at 91.56% examples, 217050 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:44,021 : INFO : EPOCH 13 - PROGRESS: at 91.68% examples, 217060 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:45,065 : INFO : EPOCH 13 - PROGRESS: at 91.81% examples, 217071 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:46,123 : INFO : EPOCH 13 - PROGRESS: at 91.93% examples, 217081 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:47,127 : INFO : EPOCH 13 - PROGRESS: at 92.06% examples, 217096 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:48,195 : INFO : EPOCH 13 - PROGRESS: at 92.14% examples, 217012 words/s, in_qsize 7, out_qsize 1
2020-07-16 16:23:49,215 : INFO : EPOCH 13 - PROGRESS: at 92.22% examples, 216913 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:23:50,269 : INFO : EPOCH 13 - PROGRESS: at 92.31% examples, 216816 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:51,324 : INFO : EPOCH 13 - PROGRESS: at 92.38% examples, 216692 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:52,361 : INFO : EPOCH 13 - PROGRESS: at 92.46% examples, 216593 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:53,481 : INFO : EPOCH 13 - PROGRESS: at 92.54% examples, 216455 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:54,607 : INFO : EPOCH 13 - PROGRESS: at 92.63% examples, 216338 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:55,664 : INFO : EPOCH 13 - PROGRESS: at 92.70% examples, 216228 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:56,722 : INFO : EPOCH 13 - PROGRESS: at 92.81% examples, 216207 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:57,761 : INFO : EPOCH 13 - PROGRESS: at 92.94% examples, 216219 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:58,784 : INFO : EPOCH 13 - PROGRESS: at 93.07% examples, 216237 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:23:59,798 : INFO : EPOCH 13 - PROGRESS: at 93.18% examples, 216243 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:00,816 : INFO : EPOCH 13 - PROGRESS: at 93.29% examples, 216245 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:01,827 : INFO : EPOCH 13 - PROGRESS: at 93.41% examples, 216263 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:02,827 : INFO : EPOCH 13 - PROGRESS: at 93.54% examples, 216268 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:03,839 : INFO : EPOCH 13 - PROGRESS: at 93.66% examples, 216287 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:04,839 : INFO : EPOCH 13 - PROGRESS: at 93.78% examples, 216298 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:05,842 : INFO : EPOCH 13 - PROGRESS: at 93.89% examples, 216310 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:06,854 : INFO : EPOCH 13 - PROGRESS: at 94.01% examples, 216314 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:07,857 : INFO : EPOCH 13 - PROGRESS: at 94.14% examples, 216327 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:08,889 : INFO : EPOCH 13 - PROGRESS: at 94.24% examples, 216328 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:24:09,937 : INFO : EPOCH 13 - PROGRESS: at 94.37% examples, 216338 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:10,969 : INFO : EPOCH 13 - PROGRESS: at 94.49% examples, 216361 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:11,971 : INFO : EPOCH 13 - PROGRESS: at 94.60% examples, 216363 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:12,989 : INFO : EPOCH 13 - PROGRESS: at 94.71% examples, 216386 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:14,013 : INFO : EPOCH 13 - PROGRESS: at 94.84% examples, 216381 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:15,019 : INFO : EPOCH 13 - PROGRESS: at 94.95% examples, 216392 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:16,035 : INFO : EPOCH 13 - PROGRESS: at 95.08% examples, 216413 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:17,052 : INFO : EPOCH 13 - PROGRESS: at 95.21% examples, 216408 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:18,086 : INFO : EPOCH 13 - PROGRESS: at 95.32% examples, 216426 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:19,111 : INFO : EPOCH 13 - PROGRESS: at 95.45% examples, 216434 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:20,166 : INFO : EPOCH 13 - PROGRESS: at 95.57% examples, 216442 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:21,193 : INFO : EPOCH 13 - PROGRESS: at 95.68% examples, 216454 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:22,208 : INFO : EPOCH 13 - PROGRESS: at 95.82% examples, 216464 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:23,222 : INFO : EPOCH 13 - PROGRESS: at 95.93% examples, 216483 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:24,232 : INFO : EPOCH 13 - PROGRESS: at 96.05% examples, 216494 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:25,237 : INFO : EPOCH 13 - PROGRESS: at 96.15% examples, 216494 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:26,260 : INFO : EPOCH 13 - PROGRESS: at 96.25% examples, 216496 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:27,351 : INFO : EPOCH 13 - PROGRESS: at 96.39% examples, 216499 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:28,364 : INFO : EPOCH 13 - PROGRESS: at 96.51% examples, 216515 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:29,389 : INFO : EPOCH 13 - PROGRESS: at 96.64% examples, 216526 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:30,406 : INFO : EPOCH 13 - PROGRESS: at 96.79% examples, 216536 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:31,487 : INFO : EPOCH 13 - PROGRESS: at 96.94% examples, 216539 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:32,509 : INFO : EPOCH 13 - PROGRESS: at 97.06% examples, 216551 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:33,532 : INFO : EPOCH 13 - PROGRESS: at 97.20% examples, 216560 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:34,580 : INFO : EPOCH 13 - PROGRESS: at 97.33% examples, 216554 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:35,600 : INFO : EPOCH 13 - PROGRESS: at 97.41% examples, 216482 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:36,649 : INFO : EPOCH 13 - PROGRESS: at 97.50% examples, 216393 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:24:37,706 : INFO : EPOCH 13 - PROGRESS: at 97.57% examples, 216288 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:38,750 : INFO : EPOCH 13 - PROGRESS: at 97.64% examples, 216180 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:24:39,751 : INFO : EPOCH 13 - PROGRESS: at 97.72% examples, 216085 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:40,762 : INFO : EPOCH 13 - PROGRESS: at 97.80% examples, 215997 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:41,766 : INFO : EPOCH 13 - PROGRESS: at 97.87% examples, 215895 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:42,885 : INFO : EPOCH 13 - PROGRESS: at 97.95% examples, 215779 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:43,893 : INFO : EPOCH 13 - PROGRESS: at 98.01% examples, 215666 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:44,960 : INFO : EPOCH 13 - PROGRESS: at 98.07% examples, 215538 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:45,984 : INFO : EPOCH 13 - PROGRESS: at 98.17% examples, 215464 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:46,994 : INFO : EPOCH 13 - PROGRESS: at 98.31% examples, 215469 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:48,036 : INFO : EPOCH 13 - PROGRESS: at 98.45% examples, 215482 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:49,052 : INFO : EPOCH 13 - PROGRESS: at 98.56% examples, 215501 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:50,060 : INFO : EPOCH 13 - PROGRESS: at 98.67% examples, 215508 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:51,103 : INFO : EPOCH 13 - PROGRESS: at 98.80% examples, 215517 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:52,157 : INFO : EPOCH 13 - PROGRESS: at 98.94% examples, 215529 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:53,197 : INFO : EPOCH 13 - PROGRESS: at 99.05% examples, 215534 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:54,221 : INFO : EPOCH 13 - PROGRESS: at 99.17% examples, 215554 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:55,273 : INFO : EPOCH 13 - PROGRESS: at 99.30% examples, 215551 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:56,281 : INFO : EPOCH 13 - PROGRESS: at 99.39% examples, 215495 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:57,323 : INFO : EPOCH 13 - PROGRESS: at 99.48% examples, 215416 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:58,393 : INFO : EPOCH 13 - PROGRESS: at 99.55% examples, 215320 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:24:59,464 : INFO : EPOCH 13 - PROGRESS: at 99.61% examples, 215213 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:00,489 : INFO : EPOCH 13 - PROGRESS: at 99.69% examples, 215126 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:01,504 : INFO : EPOCH 13 - PROGRESS: at 99.80% examples, 215080 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:02,519 : INFO : EPOCH 13 - PROGRESS: at 99.91% examples, 215046 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:03,410 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 16:25:03,442 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 16:25:03,446 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 16:25:03,447 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 16:25:03,447 : INFO : EPOCH - 13 : training on 246540407 raw words (186683152 effective words) took 868.2s, 215021 effective words/s
2020-07-16 16:25:04,455 : INFO : EPOCH 14 - PROGRESS: at 0.11% examples, 165423 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:05,479 : INFO : EPOCH 14 - PROGRESS: at 0.22% examples, 177009 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:25:06,487 : INFO : EPOCH 14 - PROGRESS: at 0.33% examples, 179594 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:07,510 : INFO : EPOCH 14 - PROGRESS: at 0.42% examples, 179213 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:08,587 : INFO : EPOCH 14 - PROGRESS: at 0.53% examples, 178099 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:09,592 : INFO : EPOCH 14 - PROGRESS: at 0.62% examples, 179258 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:25:10,631 : INFO : EPOCH 14 - PROGRESS: at 0.72% examples, 179879 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:11,659 : INFO : EPOCH 14 - PROGRESS: at 0.83% examples, 179956 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:12,692 : INFO : EPOCH 14 - PROGRESS: at 0.93% examples, 181085 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:13,732 : INFO : EPOCH 14 - PROGRESS: at 1.02% examples, 180925 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:14,734 : INFO : EPOCH 14 - PROGRESS: at 1.11% examples, 181746 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:15,745 : INFO : EPOCH 14 - PROGRESS: at 1.21% examples, 181454 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:16,784 : INFO : EPOCH 14 - PROGRESS: at 1.30% examples, 180954 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:17,785 : INFO : EPOCH 14 - PROGRESS: at 1.39% examples, 181020 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:18,794 : INFO : EPOCH 14 - PROGRESS: at 1.51% examples, 181564 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:19,817 : INFO : EPOCH 14 - PROGRESS: at 1.61% examples, 181478 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:20,853 : INFO : EPOCH 14 - PROGRESS: at 1.70% examples, 181454 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:21,891 : INFO : EPOCH 14 - PROGRESS: at 1.82% examples, 181358 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:22,903 : INFO : EPOCH 14 - PROGRESS: at 1.91% examples, 180877 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:23,914 : INFO : EPOCH 14 - PROGRESS: at 2.01% examples, 181223 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:24,942 : INFO : EPOCH 14 - PROGRESS: at 2.11% examples, 180915 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:25,961 : INFO : EPOCH 14 - PROGRESS: at 2.21% examples, 181431 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:26,967 : INFO : EPOCH 14 - PROGRESS: at 2.30% examples, 181173 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:28,034 : INFO : EPOCH 14 - PROGRESS: at 2.38% examples, 180880 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:29,068 : INFO : EPOCH 14 - PROGRESS: at 2.49% examples, 181254 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:30,090 : INFO : EPOCH 14 - PROGRESS: at 2.58% examples, 181101 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:31,143 : INFO : EPOCH 14 - PROGRESS: at 2.71% examples, 182691 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:32,158 : INFO : EPOCH 14 - PROGRESS: at 2.84% examples, 184063 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:33,172 : INFO : EPOCH 14 - PROGRESS: at 2.96% examples, 185711 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:34,198 : INFO : EPOCH 14 - PROGRESS: at 3.08% examples, 186643 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:35,200 : INFO : EPOCH 14 - PROGRESS: at 3.19% examples, 187916 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:36,277 : INFO : EPOCH 14 - PROGRESS: at 3.31% examples, 188970 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:37,372 : INFO : EPOCH 14 - PROGRESS: at 3.44% examples, 190036 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:38,379 : INFO : EPOCH 14 - PROGRESS: at 3.57% examples, 191420 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:39,391 : INFO : EPOCH 14 - PROGRESS: at 3.70% examples, 192220 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:40,397 : INFO : EPOCH 14 - PROGRESS: at 3.83% examples, 193111 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:41,418 : INFO : EPOCH 14 - PROGRESS: at 3.95% examples, 194004 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:42,427 : INFO : EPOCH 14 - PROGRESS: at 4.05% examples, 194627 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:43,444 : INFO : EPOCH 14 - PROGRESS: at 4.17% examples, 195533 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:44,454 : INFO : EPOCH 14 - PROGRESS: at 4.29% examples, 196311 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:45,515 : INFO : EPOCH 14 - PROGRESS: at 4.41% examples, 196769 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:46,518 : INFO : EPOCH 14 - PROGRESS: at 4.53% examples, 197444 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:47,595 : INFO : EPOCH 14 - PROGRESS: at 4.67% examples, 198027 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:48,615 : INFO : EPOCH 14 - PROGRESS: at 4.78% examples, 198743 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:49,644 : INFO : EPOCH 14 - PROGRESS: at 4.91% examples, 199223 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:50,651 : INFO : EPOCH 14 - PROGRESS: at 5.03% examples, 199881 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:51,673 : INFO : EPOCH 14 - PROGRESS: at 5.14% examples, 200162 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:25:52,700 : INFO : EPOCH 14 - PROGRESS: at 5.26% examples, 200713 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:53,727 : INFO : EPOCH 14 - PROGRESS: at 5.37% examples, 200950 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:54,738 : INFO : EPOCH 14 - PROGRESS: at 5.50% examples, 201619 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:55,763 : INFO : EPOCH 14 - PROGRESS: at 5.62% examples, 201854 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:56,791 : INFO : EPOCH 14 - PROGRESS: at 5.76% examples, 202365 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:57,806 : INFO : EPOCH 14 - PROGRESS: at 5.88% examples, 202671 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:58,840 : INFO : EPOCH 14 - PROGRESS: at 5.99% examples, 202933 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:25:59,867 : INFO : EPOCH 14 - PROGRESS: at 6.12% examples, 203434 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:00,897 : INFO : EPOCH 14 - PROGRESS: at 6.24% examples, 203714 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:01,942 : INFO : EPOCH 14 - PROGRESS: at 6.38% examples, 204103 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:02,944 : INFO : EPOCH 14 - PROGRESS: at 6.47% examples, 204078 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:04,018 : INFO : EPOCH 14 - PROGRESS: at 6.57% examples, 203610 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:05,051 : INFO : EPOCH 14 - PROGRESS: at 6.68% examples, 203881 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:06,081 : INFO : EPOCH 14 - PROGRESS: at 6.80% examples, 204271 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:07,135 : INFO : EPOCH 14 - PROGRESS: at 6.92% examples, 204603 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:08,232 : INFO : EPOCH 14 - PROGRESS: at 7.05% examples, 204876 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:09,242 : INFO : EPOCH 14 - PROGRESS: at 7.20% examples, 205299 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:10,270 : INFO : EPOCH 14 - PROGRESS: at 7.33% examples, 205579 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:11,303 : INFO : EPOCH 14 - PROGRESS: at 7.46% examples, 205923 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:12,320 : INFO : EPOCH 14 - PROGRESS: at 7.59% examples, 206095 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:13,349 : INFO : EPOCH 14 - PROGRESS: at 7.71% examples, 206399 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:14,350 : INFO : EPOCH 14 - PROGRESS: at 7.82% examples, 206620 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:15,361 : INFO : EPOCH 14 - PROGRESS: at 7.94% examples, 206874 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:16,372 : INFO : EPOCH 14 - PROGRESS: at 8.05% examples, 207143 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:26:17,384 : INFO : EPOCH 14 - PROGRESS: at 8.17% examples, 207345 words/s, in_qsize 7, out_qsize 0
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2020-07-16 16:29:00,467 : INFO : EPOCH 14 - PROGRESS: at 25.12% examples, 197552 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:01,477 : INFO : EPOCH 14 - PROGRESS: at 25.23% examples, 197502 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:02,501 : INFO : EPOCH 14 - PROGRESS: at 25.33% examples, 197428 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:03,529 : INFO : EPOCH 14 - PROGRESS: at 25.43% examples, 197408 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:04,551 : INFO : EPOCH 14 - PROGRESS: at 25.53% examples, 197348 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:05,558 : INFO : EPOCH 14 - PROGRESS: at 25.63% examples, 197351 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:06,580 : INFO : EPOCH 14 - PROGRESS: at 25.72% examples, 197283 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:07,591 : INFO : EPOCH 14 - PROGRESS: at 25.81% examples, 197209 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:08,614 : INFO : EPOCH 14 - PROGRESS: at 25.91% examples, 197169 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:29:09,630 : INFO : EPOCH 14 - PROGRESS: at 26.02% examples, 197106 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:10,686 : INFO : EPOCH 14 - PROGRESS: at 26.13% examples, 197057 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:11,710 : INFO : EPOCH 14 - PROGRESS: at 26.24% examples, 197035 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:12,731 : INFO : EPOCH 14 - PROGRESS: at 26.34% examples, 196969 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:13,826 : INFO : EPOCH 14 - PROGRESS: at 26.46% examples, 196934 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:14,836 : INFO : EPOCH 14 - PROGRESS: at 26.58% examples, 196909 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:15,840 : INFO : EPOCH 14 - PROGRESS: at 26.68% examples, 196871 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:16,843 : INFO : EPOCH 14 - PROGRESS: at 26.79% examples, 196836 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:17,924 : INFO : EPOCH 14 - PROGRESS: at 26.91% examples, 196741 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:18,930 : INFO : EPOCH 14 - PROGRESS: at 27.01% examples, 196691 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:19,933 : INFO : EPOCH 14 - PROGRESS: at 27.10% examples, 196639 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:20,954 : INFO : EPOCH 14 - PROGRESS: at 27.20% examples, 196580 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:29:21,994 : INFO : EPOCH 14 - PROGRESS: at 27.29% examples, 196518 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:23,028 : INFO : EPOCH 14 - PROGRESS: at 27.39% examples, 196450 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:24,040 : INFO : EPOCH 14 - PROGRESS: at 27.50% examples, 196427 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:25,116 : INFO : EPOCH 14 - PROGRESS: at 27.62% examples, 196387 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:26,156 : INFO : EPOCH 14 - PROGRESS: at 27.74% examples, 196367 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:27,183 : INFO : EPOCH 14 - PROGRESS: at 27.85% examples, 196338 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:28,186 : INFO : EPOCH 14 - PROGRESS: at 27.95% examples, 196267 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:29:29,226 : INFO : EPOCH 14 - PROGRESS: at 28.08% examples, 196253 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:30,272 : INFO : EPOCH 14 - PROGRESS: at 28.18% examples, 196205 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:31,288 : INFO : EPOCH 14 - PROGRESS: at 28.28% examples, 196187 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:32,299 : INFO : EPOCH 14 - PROGRESS: at 28.37% examples, 196145 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:33,317 : INFO : EPOCH 14 - PROGRESS: at 28.47% examples, 196075 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:34,357 : INFO : EPOCH 14 - PROGRESS: at 28.58% examples, 196020 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:29:35,437 : INFO : EPOCH 14 - PROGRESS: at 28.69% examples, 195972 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:29:36,467 : INFO : EPOCH 14 - PROGRESS: at 28.80% examples, 195930 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:37,481 : INFO : EPOCH 14 - PROGRESS: at 28.91% examples, 195868 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:29:38,519 : INFO : EPOCH 14 - PROGRESS: at 29.02% examples, 195843 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:39,614 : INFO : EPOCH 14 - PROGRESS: at 29.14% examples, 195800 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:40,634 : INFO : EPOCH 14 - PROGRESS: at 29.24% examples, 195734 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:41,684 : INFO : EPOCH 14 - PROGRESS: at 29.33% examples, 195699 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:42,705 : INFO : EPOCH 14 - PROGRESS: at 29.44% examples, 195668 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:43,725 : INFO : EPOCH 14 - PROGRESS: at 29.54% examples, 195627 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:44,763 : INFO : EPOCH 14 - PROGRESS: at 29.65% examples, 195588 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:45,765 : INFO : EPOCH 14 - PROGRESS: at 29.72% examples, 195532 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:46,792 : INFO : EPOCH 14 - PROGRESS: at 29.79% examples, 195456 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:47,820 : INFO : EPOCH 14 - PROGRESS: at 29.90% examples, 195443 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:48,856 : INFO : EPOCH 14 - PROGRESS: at 29.98% examples, 195398 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:49,871 : INFO : EPOCH 14 - PROGRESS: at 30.07% examples, 195372 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:50,917 : INFO : EPOCH 14 - PROGRESS: at 30.18% examples, 195334 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:51,925 : INFO : EPOCH 14 - PROGRESS: at 30.29% examples, 195294 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:52,990 : INFO : EPOCH 14 - PROGRESS: at 30.37% examples, 195173 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:53,993 : INFO : EPOCH 14 - PROGRESS: at 30.46% examples, 195156 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:55,015 : INFO : EPOCH 14 - PROGRESS: at 30.56% examples, 195153 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:56,081 : INFO : EPOCH 14 - PROGRESS: at 30.67% examples, 195090 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:29:57,083 : INFO : EPOCH 14 - PROGRESS: at 30.77% examples, 195071 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:58,102 : INFO : EPOCH 14 - PROGRESS: at 30.87% examples, 195040 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:29:59,116 : INFO : EPOCH 14 - PROGRESS: at 30.98% examples, 195000 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:00,132 : INFO : EPOCH 14 - PROGRESS: at 31.09% examples, 194990 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:01,145 : INFO : EPOCH 14 - PROGRESS: at 31.18% examples, 194926 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:02,155 : INFO : EPOCH 14 - PROGRESS: at 31.28% examples, 194906 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:03,165 : INFO : EPOCH 14 - PROGRESS: at 31.38% examples, 194874 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:04,180 : INFO : EPOCH 14 - PROGRESS: at 31.47% examples, 194797 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:05,207 : INFO : EPOCH 14 - PROGRESS: at 31.58% examples, 194755 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:06,231 : INFO : EPOCH 14 - PROGRESS: at 31.68% examples, 194711 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:07,233 : INFO : EPOCH 14 - PROGRESS: at 31.78% examples, 194676 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:08,246 : INFO : EPOCH 14 - PROGRESS: at 31.87% examples, 194642 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:09,250 : INFO : EPOCH 14 - PROGRESS: at 31.95% examples, 194585 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:30:10,255 : INFO : EPOCH 14 - PROGRESS: at 32.04% examples, 194597 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:11,330 : INFO : EPOCH 14 - PROGRESS: at 32.13% examples, 194551 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:12,331 : INFO : EPOCH 14 - PROGRESS: at 32.22% examples, 194538 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:30:13,344 : INFO : EPOCH 14 - PROGRESS: at 32.33% examples, 194489 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:14,347 : INFO : EPOCH 14 - PROGRESS: at 32.43% examples, 194466 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:15,348 : INFO : EPOCH 14 - PROGRESS: at 32.51% examples, 194394 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:30:16,397 : INFO : EPOCH 14 - PROGRESS: at 32.61% examples, 194380 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:17,416 : INFO : EPOCH 14 - PROGRESS: at 32.69% examples, 194344 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:18,418 : INFO : EPOCH 14 - PROGRESS: at 32.81% examples, 194311 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:19,423 : INFO : EPOCH 14 - PROGRESS: at 32.91% examples, 194281 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:20,473 : INFO : EPOCH 14 - PROGRESS: at 33.03% examples, 194260 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:21,503 : INFO : EPOCH 14 - PROGRESS: at 33.13% examples, 194207 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:30:22,594 : INFO : EPOCH 14 - PROGRESS: at 33.24% examples, 194134 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:23,649 : INFO : EPOCH 14 - PROGRESS: at 33.36% examples, 194141 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:30:24,714 : INFO : EPOCH 14 - PROGRESS: at 33.45% examples, 194100 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:30:25,725 : INFO : EPOCH 14 - PROGRESS: at 33.55% examples, 194096 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:26,741 : INFO : EPOCH 14 - PROGRESS: at 33.64% examples, 193990 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:27,764 : INFO : EPOCH 14 - PROGRESS: at 33.71% examples, 193857 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:28,777 : INFO : EPOCH 14 - PROGRESS: at 33.81% examples, 193750 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:29,837 : INFO : EPOCH 14 - PROGRESS: at 33.91% examples, 193709 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:30,837 : INFO : EPOCH 14 - PROGRESS: at 34.02% examples, 193686 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:31,902 : INFO : EPOCH 14 - PROGRESS: at 34.11% examples, 193639 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:32,928 : INFO : EPOCH 14 - PROGRESS: at 34.21% examples, 193601 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:33,993 : INFO : EPOCH 14 - PROGRESS: at 34.30% examples, 193546 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:35,005 : INFO : EPOCH 14 - PROGRESS: at 34.41% examples, 193570 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:36,035 : INFO : EPOCH 14 - PROGRESS: at 34.52% examples, 193509 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:37,100 : INFO : EPOCH 14 - PROGRESS: at 34.61% examples, 193458 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:38,121 : INFO : EPOCH 14 - PROGRESS: at 34.71% examples, 193425 words/s, in_qsize 8, out_qsize 2
2020-07-16 16:30:39,206 : INFO : EPOCH 14 - PROGRESS: at 34.82% examples, 193384 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:40,221 : INFO : EPOCH 14 - PROGRESS: at 34.94% examples, 193396 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:41,225 : INFO : EPOCH 14 - PROGRESS: at 35.04% examples, 193367 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:42,252 : INFO : EPOCH 14 - PROGRESS: at 35.14% examples, 193335 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:43,265 : INFO : EPOCH 14 - PROGRESS: at 35.23% examples, 193292 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:44,274 : INFO : EPOCH 14 - PROGRESS: at 35.33% examples, 193266 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:45,277 : INFO : EPOCH 14 - PROGRESS: at 35.43% examples, 193228 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:30:46,312 : INFO : EPOCH 14 - PROGRESS: at 35.54% examples, 193204 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:47,338 : INFO : EPOCH 14 - PROGRESS: at 35.63% examples, 193202 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:48,408 : INFO : EPOCH 14 - PROGRESS: at 35.73% examples, 193172 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:30:49,461 : INFO : EPOCH 14 - PROGRESS: at 35.83% examples, 193140 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:50,486 : INFO : EPOCH 14 - PROGRESS: at 35.92% examples, 193149 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:51,504 : INFO : EPOCH 14 - PROGRESS: at 36.03% examples, 193136 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:52,555 : INFO : EPOCH 14 - PROGRESS: at 36.14% examples, 193107 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:53,588 : INFO : EPOCH 14 - PROGRESS: at 36.25% examples, 193089 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:54,590 : INFO : EPOCH 14 - PROGRESS: at 36.34% examples, 193071 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:55,659 : INFO : EPOCH 14 - PROGRESS: at 36.44% examples, 193059 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:30:56,703 : INFO : EPOCH 14 - PROGRESS: at 36.54% examples, 193042 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:57,713 : INFO : EPOCH 14 - PROGRESS: at 36.62% examples, 193023 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:58,716 : INFO : EPOCH 14 - PROGRESS: at 36.72% examples, 192984 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:30:59,746 : INFO : EPOCH 14 - PROGRESS: at 36.82% examples, 192984 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:00,775 : INFO : EPOCH 14 - PROGRESS: at 36.91% examples, 192964 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:01,800 : INFO : EPOCH 14 - PROGRESS: at 37.02% examples, 192955 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:02,821 : INFO : EPOCH 14 - PROGRESS: at 37.11% examples, 192917 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:03,883 : INFO : EPOCH 14 - PROGRESS: at 37.22% examples, 192897 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:04,908 : INFO : EPOCH 14 - PROGRESS: at 37.33% examples, 192873 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:05,909 : INFO : EPOCH 14 - PROGRESS: at 37.43% examples, 192863 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:06,955 : INFO : EPOCH 14 - PROGRESS: at 37.55% examples, 192832 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:07,990 : INFO : EPOCH 14 - PROGRESS: at 37.65% examples, 192802 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:09,031 : INFO : EPOCH 14 - PROGRESS: at 37.75% examples, 192757 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:10,044 : INFO : EPOCH 14 - PROGRESS: at 37.86% examples, 192739 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:11,077 : INFO : EPOCH 14 - PROGRESS: at 37.95% examples, 192732 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:12,095 : INFO : EPOCH 14 - PROGRESS: at 38.05% examples, 192722 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:13,106 : INFO : EPOCH 14 - PROGRESS: at 38.16% examples, 192701 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:14,137 : INFO : EPOCH 14 - PROGRESS: at 38.24% examples, 192678 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:15,153 : INFO : EPOCH 14 - PROGRESS: at 38.34% examples, 192667 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:31:16,221 : INFO : EPOCH 14 - PROGRESS: at 38.44% examples, 192642 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:17,223 : INFO : EPOCH 14 - PROGRESS: at 38.55% examples, 192653 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:18,223 : INFO : EPOCH 14 - PROGRESS: at 38.64% examples, 192629 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:19,233 : INFO : EPOCH 14 - PROGRESS: at 38.74% examples, 192614 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:20,238 : INFO : EPOCH 14 - PROGRESS: at 38.82% examples, 192587 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:31:21,240 : INFO : EPOCH 14 - PROGRESS: at 38.93% examples, 192561 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:22,244 : INFO : EPOCH 14 - PROGRESS: at 39.06% examples, 192594 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:23,306 : INFO : EPOCH 14 - PROGRESS: at 39.19% examples, 192694 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:24,321 : INFO : EPOCH 14 - PROGRESS: at 39.30% examples, 192772 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:25,327 : INFO : EPOCH 14 - PROGRESS: at 39.42% examples, 192876 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:26,360 : INFO : EPOCH 14 - PROGRESS: at 39.54% examples, 192945 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:27,366 : INFO : EPOCH 14 - PROGRESS: at 39.68% examples, 193041 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:28,395 : INFO : EPOCH 14 - PROGRESS: at 39.80% examples, 193117 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:29,445 : INFO : EPOCH 14 - PROGRESS: at 39.92% examples, 193195 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:30,480 : INFO : EPOCH 14 - PROGRESS: at 40.04% examples, 193283 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:31,486 : INFO : EPOCH 14 - PROGRESS: at 40.16% examples, 193366 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:32,498 : INFO : EPOCH 14 - PROGRESS: at 40.27% examples, 193453 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:33,505 : INFO : EPOCH 14 - PROGRESS: at 40.39% examples, 193533 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:34,537 : INFO : EPOCH 14 - PROGRESS: at 40.51% examples, 193615 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:35,552 : INFO : EPOCH 14 - PROGRESS: at 40.63% examples, 193682 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:36,555 : INFO : EPOCH 14 - PROGRESS: at 40.76% examples, 193776 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:37,565 : INFO : EPOCH 14 - PROGRESS: at 40.88% examples, 193848 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:38,572 : INFO : EPOCH 14 - PROGRESS: at 41.00% examples, 193906 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:39,576 : INFO : EPOCH 14 - PROGRESS: at 41.12% examples, 194011 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:40,581 : INFO : EPOCH 14 - PROGRESS: at 41.24% examples, 194088 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:41,582 : INFO : EPOCH 14 - PROGRESS: at 41.35% examples, 194169 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:42,623 : INFO : EPOCH 14 - PROGRESS: at 41.45% examples, 194223 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:43,641 : INFO : EPOCH 14 - PROGRESS: at 41.57% examples, 194306 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:44,663 : INFO : EPOCH 14 - PROGRESS: at 41.69% examples, 194377 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:45,678 : INFO : EPOCH 14 - PROGRESS: at 41.81% examples, 194455 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:31:46,734 : INFO : EPOCH 14 - PROGRESS: at 41.93% examples, 194515 words/s, in_qsize 7, out_qsize 0
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2020-07-16 16:31:49,797 : INFO : EPOCH 14 - PROGRESS: at 42.32% examples, 194763 words/s, in_qsize 7, out_qsize 0
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2020-07-16 16:31:53,870 : INFO : EPOCH 14 - PROGRESS: at 42.82% examples, 195072 words/s, in_qsize 7, out_qsize 0
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2020-07-16 16:31:55,892 : INFO : EPOCH 14 - PROGRESS: at 43.05% examples, 195196 words/s, in_qsize 7, out_qsize 0
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2020-07-16 16:37:15,695 : INFO : EPOCH 14 - PROGRESS: at 81.50% examples, 207724 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:16,704 : INFO : EPOCH 14 - PROGRESS: at 81.61% examples, 207754 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:17,732 : INFO : EPOCH 14 - PROGRESS: at 81.74% examples, 207779 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:18,745 : INFO : EPOCH 14 - PROGRESS: at 81.84% examples, 207802 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:19,765 : INFO : EPOCH 14 - PROGRESS: at 81.97% examples, 207829 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:20,787 : INFO : EPOCH 14 - PROGRESS: at 82.09% examples, 207846 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:21,809 : INFO : EPOCH 14 - PROGRESS: at 82.23% examples, 207871 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:22,843 : INFO : EPOCH 14 - PROGRESS: at 82.35% examples, 207896 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:23,856 : INFO : EPOCH 14 - PROGRESS: at 82.48% examples, 207919 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:24,872 : INFO : EPOCH 14 - PROGRESS: at 82.61% examples, 207948 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:25,918 : INFO : EPOCH 14 - PROGRESS: at 82.72% examples, 207959 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:26,991 : INFO : EPOCH 14 - PROGRESS: at 82.85% examples, 207979 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:28,058 : INFO : EPOCH 14 - PROGRESS: at 82.97% examples, 208007 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:29,064 : INFO : EPOCH 14 - PROGRESS: at 83.07% examples, 208026 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:30,073 : INFO : EPOCH 14 - PROGRESS: at 83.19% examples, 208051 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:31,111 : INFO : EPOCH 14 - PROGRESS: at 83.34% examples, 208073 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:32,131 : INFO : EPOCH 14 - PROGRESS: at 83.46% examples, 208101 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:33,169 : INFO : EPOCH 14 - PROGRESS: at 83.58% examples, 208116 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:34,208 : INFO : EPOCH 14 - PROGRESS: at 83.71% examples, 208136 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:35,271 : INFO : EPOCH 14 - PROGRESS: at 83.84% examples, 208161 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:36,314 : INFO : EPOCH 14 - PROGRESS: at 83.98% examples, 208183 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:37,339 : INFO : EPOCH 14 - PROGRESS: at 84.11% examples, 208202 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:38,342 : INFO : EPOCH 14 - PROGRESS: at 84.24% examples, 208233 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:39,343 : INFO : EPOCH 14 - PROGRESS: at 84.36% examples, 208258 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:40,354 : INFO : EPOCH 14 - PROGRESS: at 84.47% examples, 208278 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:37:41,396 : INFO : EPOCH 14 - PROGRESS: at 84.59% examples, 208288 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:42,413 : INFO : EPOCH 14 - PROGRESS: at 84.71% examples, 208316 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:43,438 : INFO : EPOCH 14 - PROGRESS: at 84.82% examples, 208349 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:44,445 : INFO : EPOCH 14 - PROGRESS: at 84.93% examples, 208360 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:45,487 : INFO : EPOCH 14 - PROGRESS: at 85.05% examples, 208380 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:46,527 : INFO : EPOCH 14 - PROGRESS: at 85.15% examples, 208402 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:47,541 : INFO : EPOCH 14 - PROGRESS: at 85.28% examples, 208428 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:48,554 : INFO : EPOCH 14 - PROGRESS: at 85.40% examples, 208443 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:49,579 : INFO : EPOCH 14 - PROGRESS: at 85.50% examples, 208468 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:50,581 : INFO : EPOCH 14 - PROGRESS: at 85.62% examples, 208482 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:51,653 : INFO : EPOCH 14 - PROGRESS: at 85.75% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:52,654 : INFO : EPOCH 14 - PROGRESS: at 85.86% examples, 208527 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:53,668 : INFO : EPOCH 14 - PROGRESS: at 85.98% examples, 208551 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:54,690 : INFO : EPOCH 14 - PROGRESS: at 86.11% examples, 208565 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:37:55,710 : INFO : EPOCH 14 - PROGRESS: at 86.23% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:56,740 : INFO : EPOCH 14 - PROGRESS: at 86.34% examples, 208608 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:57,740 : INFO : EPOCH 14 - PROGRESS: at 86.47% examples, 208639 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:58,761 : INFO : EPOCH 14 - PROGRESS: at 86.61% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:37:59,768 : INFO : EPOCH 14 - PROGRESS: at 86.73% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:00,774 : INFO : EPOCH 14 - PROGRESS: at 86.86% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:01,791 : INFO : EPOCH 14 - PROGRESS: at 86.98% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:02,801 : INFO : EPOCH 14 - PROGRESS: at 87.09% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:03,801 : INFO : EPOCH 14 - PROGRESS: at 87.22% examples, 208751 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:04,838 : INFO : EPOCH 14 - PROGRESS: at 87.34% examples, 208768 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:05,867 : INFO : EPOCH 14 - PROGRESS: at 87.46% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:06,874 : INFO : EPOCH 14 - PROGRESS: at 87.60% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:07,888 : INFO : EPOCH 14 - PROGRESS: at 87.73% examples, 208828 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:08,898 : INFO : EPOCH 14 - PROGRESS: at 87.85% examples, 208849 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:38:09,948 : INFO : EPOCH 14 - PROGRESS: at 87.96% examples, 208866 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:10,971 : INFO : EPOCH 14 - PROGRESS: at 88.08% examples, 208887 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:11,985 : INFO : EPOCH 14 - PROGRESS: at 88.22% examples, 208911 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:13,000 : INFO : EPOCH 14 - PROGRESS: at 88.35% examples, 208933 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:14,013 : INFO : EPOCH 14 - PROGRESS: at 88.47% examples, 208964 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:15,047 : INFO : EPOCH 14 - PROGRESS: at 88.61% examples, 208975 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:16,059 : INFO : EPOCH 14 - PROGRESS: at 88.73% examples, 208994 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:17,106 : INFO : EPOCH 14 - PROGRESS: at 88.86% examples, 209017 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:18,157 : INFO : EPOCH 14 - PROGRESS: at 88.98% examples, 209032 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:19,170 : INFO : EPOCH 14 - PROGRESS: at 89.10% examples, 209055 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:20,222 : INFO : EPOCH 14 - PROGRESS: at 89.22% examples, 209070 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:21,246 : INFO : EPOCH 14 - PROGRESS: at 89.37% examples, 209090 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:22,259 : INFO : EPOCH 14 - PROGRESS: at 89.49% examples, 209114 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:23,264 : INFO : EPOCH 14 - PROGRESS: at 89.60% examples, 209127 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:24,322 : INFO : EPOCH 14 - PROGRESS: at 89.72% examples, 209146 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:25,329 : INFO : EPOCH 14 - PROGRESS: at 89.85% examples, 209172 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:26,343 : INFO : EPOCH 14 - PROGRESS: at 89.98% examples, 209183 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:27,345 : INFO : EPOCH 14 - PROGRESS: at 90.08% examples, 209207 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:28,348 : INFO : EPOCH 14 - PROGRESS: at 90.19% examples, 209222 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:29,386 : INFO : EPOCH 14 - PROGRESS: at 90.31% examples, 209239 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:30,414 : INFO : EPOCH 14 - PROGRESS: at 90.43% examples, 209252 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:31,428 : INFO : EPOCH 14 - PROGRESS: at 90.57% examples, 209288 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:32,459 : INFO : EPOCH 14 - PROGRESS: at 90.70% examples, 209295 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:33,497 : INFO : EPOCH 14 - PROGRESS: at 90.80% examples, 209315 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:34,506 : INFO : EPOCH 14 - PROGRESS: at 90.92% examples, 209343 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:35,537 : INFO : EPOCH 14 - PROGRESS: at 91.04% examples, 209355 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:36,549 : INFO : EPOCH 14 - PROGRESS: at 91.15% examples, 209370 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:37,561 : INFO : EPOCH 14 - PROGRESS: at 91.27% examples, 209395 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:38,579 : INFO : EPOCH 14 - PROGRESS: at 91.39% examples, 209408 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:39,649 : INFO : EPOCH 14 - PROGRESS: at 91.53% examples, 209423 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:40,697 : INFO : EPOCH 14 - PROGRESS: at 91.67% examples, 209451 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:41,705 : INFO : EPOCH 14 - PROGRESS: at 91.78% examples, 209468 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:42,768 : INFO : EPOCH 14 - PROGRESS: at 91.90% examples, 209483 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:43,773 : INFO : EPOCH 14 - PROGRESS: at 92.02% examples, 209504 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:44,829 : INFO : EPOCH 14 - PROGRESS: at 92.15% examples, 209523 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:45,833 : INFO : EPOCH 14 - PROGRESS: at 92.28% examples, 209543 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:46,841 : INFO : EPOCH 14 - PROGRESS: at 92.41% examples, 209566 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:47,846 : INFO : EPOCH 14 - PROGRESS: at 92.53% examples, 209576 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:38:48,862 : INFO : EPOCH 14 - PROGRESS: at 92.66% examples, 209599 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:49,906 : INFO : EPOCH 14 - PROGRESS: at 92.79% examples, 209615 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:50,937 : INFO : EPOCH 14 - PROGRESS: at 92.92% examples, 209634 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:51,995 : INFO : EPOCH 14 - PROGRESS: at 93.03% examples, 209647 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:53,003 : INFO : EPOCH 14 - PROGRESS: at 93.15% examples, 209666 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:54,003 : INFO : EPOCH 14 - PROGRESS: at 93.27% examples, 209694 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:55,028 : INFO : EPOCH 14 - PROGRESS: at 93.37% examples, 209702 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:56,059 : INFO : EPOCH 14 - PROGRESS: at 93.53% examples, 209731 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:57,073 : INFO : EPOCH 14 - PROGRESS: at 93.64% examples, 209743 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:58,121 : INFO : EPOCH 14 - PROGRESS: at 93.76% examples, 209755 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:38:59,168 : INFO : EPOCH 14 - PROGRESS: at 93.87% examples, 209768 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:00,192 : INFO : EPOCH 14 - PROGRESS: at 93.99% examples, 209792 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:01,213 : INFO : EPOCH 14 - PROGRESS: at 94.12% examples, 209799 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:02,221 : INFO : EPOCH 14 - PROGRESS: at 94.22% examples, 209825 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:03,228 : INFO : EPOCH 14 - PROGRESS: at 94.35% examples, 209844 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:04,280 : INFO : EPOCH 14 - PROGRESS: at 94.47% examples, 209857 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:05,295 : INFO : EPOCH 14 - PROGRESS: at 94.58% examples, 209879 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:06,312 : INFO : EPOCH 14 - PROGRESS: at 94.69% examples, 209896 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:07,362 : INFO : EPOCH 14 - PROGRESS: at 94.82% examples, 209907 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:08,374 : INFO : EPOCH 14 - PROGRESS: at 94.93% examples, 209924 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:09,382 : INFO : EPOCH 14 - PROGRESS: at 95.06% examples, 209948 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:10,406 : INFO : EPOCH 14 - PROGRESS: at 95.19% examples, 209960 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:11,445 : INFO : EPOCH 14 - PROGRESS: at 95.31% examples, 209979 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:12,460 : INFO : EPOCH 14 - PROGRESS: at 95.44% examples, 209996 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:13,527 : INFO : EPOCH 14 - PROGRESS: at 95.56% examples, 210012 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:14,549 : INFO : EPOCH 14 - PROGRESS: at 95.67% examples, 210031 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:15,580 : INFO : EPOCH 14 - PROGRESS: at 95.80% examples, 210051 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:16,588 : INFO : EPOCH 14 - PROGRESS: at 95.92% examples, 210073 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:17,593 : INFO : EPOCH 14 - PROGRESS: at 96.03% examples, 210088 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:18,602 : INFO : EPOCH 14 - PROGRESS: at 96.14% examples, 210108 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:19,646 : INFO : EPOCH 14 - PROGRESS: at 96.25% examples, 210122 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:20,648 : INFO : EPOCH 14 - PROGRESS: at 96.37% examples, 210135 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:21,652 : INFO : EPOCH 14 - PROGRESS: at 96.49% examples, 210158 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:22,670 : INFO : EPOCH 14 - PROGRESS: at 96.62% examples, 210175 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:23,691 : INFO : EPOCH 14 - PROGRESS: at 96.76% examples, 210182 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:24,721 : INFO : EPOCH 14 - PROGRESS: at 96.90% examples, 210193 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:25,772 : INFO : EPOCH 14 - PROGRESS: at 97.03% examples, 210195 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:26,796 : INFO : EPOCH 14 - PROGRESS: at 97.16% examples, 210190 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:27,840 : INFO : EPOCH 14 - PROGRESS: at 97.26% examples, 210161 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:28,854 : INFO : EPOCH 14 - PROGRESS: at 97.39% examples, 210177 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:29,914 : INFO : EPOCH 14 - PROGRESS: at 97.52% examples, 210177 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:30,970 : INFO : EPOCH 14 - PROGRESS: at 97.64% examples, 210190 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:32,001 : INFO : EPOCH 14 - PROGRESS: at 97.76% examples, 210209 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:33,009 : INFO : EPOCH 14 - PROGRESS: at 97.89% examples, 210237 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:34,016 : INFO : EPOCH 14 - PROGRESS: at 98.01% examples, 210256 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:35,052 : INFO : EPOCH 14 - PROGRESS: at 98.14% examples, 210268 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:36,070 : INFO : EPOCH 14 - PROGRESS: at 98.29% examples, 210285 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:37,100 : INFO : EPOCH 14 - PROGRESS: at 98.43% examples, 210296 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:38,141 : INFO : EPOCH 14 - PROGRESS: at 98.54% examples, 210318 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:39,164 : INFO : EPOCH 14 - PROGRESS: at 98.65% examples, 210332 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:40,207 : INFO : EPOCH 14 - PROGRESS: at 98.78% examples, 210350 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:41,230 : INFO : EPOCH 14 - PROGRESS: at 98.91% examples, 210366 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:42,261 : INFO : EPOCH 14 - PROGRESS: at 99.03% examples, 210380 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:43,266 : INFO : EPOCH 14 - PROGRESS: at 99.15% examples, 210397 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:44,287 : INFO : EPOCH 14 - PROGRESS: at 99.27% examples, 210401 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:45,287 : INFO : EPOCH 14 - PROGRESS: at 99.40% examples, 210431 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:46,300 : INFO : EPOCH 14 - PROGRESS: at 99.52% examples, 210441 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:47,308 : INFO : EPOCH 14 - PROGRESS: at 99.62% examples, 210460 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:48,338 : INFO : EPOCH 14 - PROGRESS: at 99.74% examples, 210471 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:49,376 : INFO : EPOCH 14 - PROGRESS: at 99.89% examples, 210480 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:50,241 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 16:39:50,261 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 16:39:50,272 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 16:39:50,283 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 16:39:50,284 : INFO : EPOCH - 14 : training on 246540407 raw words (186689455 effective words) took 886.8s, 210512 effective words/s
2020-07-16 16:39:51,292 : INFO : EPOCH 15 - PROGRESS: at 0.12% examples, 208269 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:52,342 : INFO : EPOCH 15 - PROGRESS: at 0.27% examples, 216578 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:53,351 : INFO : EPOCH 15 - PROGRESS: at 0.40% examples, 221114 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:54,403 : INFO : EPOCH 15 - PROGRESS: at 0.53% examples, 221073 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:55,410 : INFO : EPOCH 15 - PROGRESS: at 0.64% examples, 220585 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:56,420 : INFO : EPOCH 15 - PROGRESS: at 0.76% examples, 221665 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:57,437 : INFO : EPOCH 15 - PROGRESS: at 0.89% examples, 222965 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:58,461 : INFO : EPOCH 15 - PROGRESS: at 1.01% examples, 223199 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:39:59,491 : INFO : EPOCH 15 - PROGRESS: at 1.11% examples, 222769 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:00,508 : INFO : EPOCH 15 - PROGRESS: at 1.23% examples, 223286 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:01,520 : INFO : EPOCH 15 - PROGRESS: at 1.35% examples, 223456 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:02,546 : INFO : EPOCH 15 - PROGRESS: at 1.47% examples, 223107 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:03,549 : INFO : EPOCH 15 - PROGRESS: at 1.61% examples, 223376 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:04,579 : INFO : EPOCH 15 - PROGRESS: at 1.73% examples, 223933 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:05,594 : INFO : EPOCH 15 - PROGRESS: at 1.86% examples, 223870 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:06,609 : INFO : EPOCH 15 - PROGRESS: at 1.99% examples, 223383 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:07,615 : INFO : EPOCH 15 - PROGRESS: at 2.10% examples, 223876 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:08,699 : INFO : EPOCH 15 - PROGRESS: at 2.22% examples, 223410 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:09,702 : INFO : EPOCH 15 - PROGRESS: at 2.34% examples, 223873 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:10,728 : INFO : EPOCH 15 - PROGRESS: at 2.46% examples, 224073 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:11,753 : INFO : EPOCH 15 - PROGRESS: at 2.57% examples, 223636 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:12,770 : INFO : EPOCH 15 - PROGRESS: at 2.70% examples, 223852 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:13,794 : INFO : EPOCH 15 - PROGRESS: at 2.83% examples, 224143 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:14,860 : INFO : EPOCH 15 - PROGRESS: at 2.95% examples, 223726 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:15,877 : INFO : EPOCH 15 - PROGRESS: at 3.08% examples, 223908 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:16,920 : INFO : EPOCH 15 - PROGRESS: at 3.19% examples, 223963 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:17,996 : INFO : EPOCH 15 - PROGRESS: at 3.31% examples, 223822 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:19,087 : INFO : EPOCH 15 - PROGRESS: at 3.44% examples, 223782 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:20,092 : INFO : EPOCH 15 - PROGRESS: at 3.57% examples, 224265 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:21,103 : INFO : EPOCH 15 - PROGRESS: at 3.70% examples, 224132 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:22,113 : INFO : EPOCH 15 - PROGRESS: at 3.83% examples, 224135 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:23,124 : INFO : EPOCH 15 - PROGRESS: at 3.95% examples, 224266 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:24,167 : INFO : EPOCH 15 - PROGRESS: at 4.05% examples, 223853 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:25,182 : INFO : EPOCH 15 - PROGRESS: at 4.17% examples, 224050 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:26,190 : INFO : EPOCH 15 - PROGRESS: at 4.29% examples, 224154 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:27,244 : INFO : EPOCH 15 - PROGRESS: at 4.41% examples, 223983 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:28,251 : INFO : EPOCH 15 - PROGRESS: at 4.53% examples, 223933 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:29,320 : INFO : EPOCH 15 - PROGRESS: at 4.67% examples, 223903 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:30,336 : INFO : EPOCH 15 - PROGRESS: at 4.78% examples, 224073 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:31,364 : INFO : EPOCH 15 - PROGRESS: at 4.91% examples, 223989 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:32,369 : INFO : EPOCH 15 - PROGRESS: at 5.03% examples, 224144 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:33,379 : INFO : EPOCH 15 - PROGRESS: at 5.15% examples, 223960 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:34,398 : INFO : EPOCH 15 - PROGRESS: at 5.26% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:35,408 : INFO : EPOCH 15 - PROGRESS: at 5.36% examples, 223930 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:36,418 : INFO : EPOCH 15 - PROGRESS: at 5.50% examples, 224112 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:37,421 : INFO : EPOCH 15 - PROGRESS: at 5.62% examples, 223990 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:38,439 : INFO : EPOCH 15 - PROGRESS: at 5.76% examples, 224142 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:39,439 : INFO : EPOCH 15 - PROGRESS: at 5.89% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:40,461 : INFO : EPOCH 15 - PROGRESS: at 5.99% examples, 224000 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:41,476 : INFO : EPOCH 15 - PROGRESS: at 6.12% examples, 224187 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:42,496 : INFO : EPOCH 15 - PROGRESS: at 6.25% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:43,531 : INFO : EPOCH 15 - PROGRESS: at 6.38% examples, 224198 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:44,544 : INFO : EPOCH 15 - PROGRESS: at 6.48% examples, 224159 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:45,573 : INFO : EPOCH 15 - PROGRESS: at 6.60% examples, 224121 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:46,586 : INFO : EPOCH 15 - PROGRESS: at 6.71% examples, 224218 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:47,616 : INFO : EPOCH 15 - PROGRESS: at 6.83% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:48,628 : INFO : EPOCH 15 - PROGRESS: at 6.95% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:49,645 : INFO : EPOCH 15 - PROGRESS: at 7.08% examples, 224163 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:50,661 : INFO : EPOCH 15 - PROGRESS: at 7.21% examples, 224189 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:51,666 : INFO : EPOCH 15 - PROGRESS: at 7.34% examples, 224244 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:52,675 : INFO : EPOCH 15 - PROGRESS: at 7.46% examples, 224096 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:53,679 : INFO : EPOCH 15 - PROGRESS: at 7.60% examples, 224291 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:54,719 : INFO : EPOCH 15 - PROGRESS: at 7.72% examples, 224130 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:55,769 : INFO : EPOCH 15 - PROGRESS: at 7.84% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:56,773 : INFO : EPOCH 15 - PROGRESS: at 7.96% examples, 224252 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:57,828 : INFO : EPOCH 15 - PROGRESS: at 8.07% examples, 224161 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:58,856 : INFO : EPOCH 15 - PROGRESS: at 8.19% examples, 224123 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:40:59,896 : INFO : EPOCH 15 - PROGRESS: at 8.31% examples, 224193 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:00,896 : INFO : EPOCH 15 - PROGRESS: at 8.43% examples, 224225 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:01,939 : INFO : EPOCH 15 - PROGRESS: at 8.56% examples, 224220 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:02,963 : INFO : EPOCH 15 - PROGRESS: at 8.69% examples, 224226 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:03,994 : INFO : EPOCH 15 - PROGRESS: at 8.81% examples, 224138 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:05,021 : INFO : EPOCH 15 - PROGRESS: at 8.93% examples, 224179 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:06,058 : INFO : EPOCH 15 - PROGRESS: at 9.05% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:07,076 : INFO : EPOCH 15 - PROGRESS: at 9.18% examples, 224239 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:08,093 : INFO : EPOCH 15 - PROGRESS: at 9.32% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:09,124 : INFO : EPOCH 15 - PROGRESS: at 9.44% examples, 224272 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:10,127 : INFO : EPOCH 15 - PROGRESS: at 9.54% examples, 224246 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:11,140 : INFO : EPOCH 15 - PROGRESS: at 9.66% examples, 224245 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:12,152 : INFO : EPOCH 15 - PROGRESS: at 9.77% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:13,181 : INFO : EPOCH 15 - PROGRESS: at 9.90% examples, 224337 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:14,192 : INFO : EPOCH 15 - PROGRESS: at 10.03% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:15,193 : INFO : EPOCH 15 - PROGRESS: at 10.15% examples, 224301 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:16,197 : INFO : EPOCH 15 - PROGRESS: at 10.28% examples, 224348 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:17,214 : INFO : EPOCH 15 - PROGRESS: at 10.41% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:18,223 : INFO : EPOCH 15 - PROGRESS: at 10.53% examples, 224433 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:19,246 : INFO : EPOCH 15 - PROGRESS: at 10.65% examples, 224290 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:20,256 : INFO : EPOCH 15 - PROGRESS: at 10.78% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:21,257 : INFO : EPOCH 15 - PROGRESS: at 10.90% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:22,265 : INFO : EPOCH 15 - PROGRESS: at 11.03% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:23,293 : INFO : EPOCH 15 - PROGRESS: at 11.14% examples, 224378 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:24,303 : INFO : EPOCH 15 - PROGRESS: at 11.27% examples, 224425 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:25,305 : INFO : EPOCH 15 - PROGRESS: at 11.39% examples, 224409 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:26,329 : INFO : EPOCH 15 - PROGRESS: at 11.51% examples, 224353 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:27,356 : INFO : EPOCH 15 - PROGRESS: at 11.61% examples, 224414 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:28,356 : INFO : EPOCH 15 - PROGRESS: at 11.73% examples, 224413 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:29,370 : INFO : EPOCH 15 - PROGRESS: at 11.87% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:30,399 : INFO : EPOCH 15 - PROGRESS: at 12.01% examples, 224406 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:31,402 : INFO : EPOCH 15 - PROGRESS: at 12.13% examples, 224389 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:41:32,432 : INFO : EPOCH 15 - PROGRESS: at 12.26% examples, 224367 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:33,461 : INFO : EPOCH 15 - PROGRESS: at 12.37% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:34,472 : INFO : EPOCH 15 - PROGRESS: at 12.49% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:35,475 : INFO : EPOCH 15 - PROGRESS: at 12.61% examples, 224474 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:36,476 : INFO : EPOCH 15 - PROGRESS: at 12.74% examples, 224500 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:37,479 : INFO : EPOCH 15 - PROGRESS: at 12.86% examples, 224485 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:38,514 : INFO : EPOCH 15 - PROGRESS: at 13.01% examples, 224466 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:39,534 : INFO : EPOCH 15 - PROGRESS: at 13.13% examples, 224420 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:40,540 : INFO : EPOCH 15 - PROGRESS: at 13.28% examples, 224491 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:41,553 : INFO : EPOCH 15 - PROGRESS: at 13.40% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:42,577 : INFO : EPOCH 15 - PROGRESS: at 13.52% examples, 224415 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:43,582 : INFO : EPOCH 15 - PROGRESS: at 13.65% examples, 224442 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:44,586 : INFO : EPOCH 15 - PROGRESS: at 13.76% examples, 224479 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:45,593 : INFO : EPOCH 15 - PROGRESS: at 13.88% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:46,635 : INFO : EPOCH 15 - PROGRESS: at 14.00% examples, 224457 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:47,639 : INFO : EPOCH 15 - PROGRESS: at 14.14% examples, 224517 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:48,686 : INFO : EPOCH 15 - PROGRESS: at 14.26% examples, 224435 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:49,719 : INFO : EPOCH 15 - PROGRESS: at 14.39% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:50,724 : INFO : EPOCH 15 - PROGRESS: at 14.51% examples, 224487 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:51,735 : INFO : EPOCH 15 - PROGRESS: at 14.64% examples, 224425 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:52,743 : INFO : EPOCH 15 - PROGRESS: at 14.78% examples, 224471 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:53,765 : INFO : EPOCH 15 - PROGRESS: at 14.91% examples, 224442 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:54,796 : INFO : EPOCH 15 - PROGRESS: at 15.02% examples, 224461 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:55,798 : INFO : EPOCH 15 - PROGRESS: at 15.15% examples, 224448 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:56,819 : INFO : EPOCH 15 - PROGRESS: at 15.28% examples, 224505 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:57,837 : INFO : EPOCH 15 - PROGRESS: at 15.41% examples, 224463 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:58,869 : INFO : EPOCH 15 - PROGRESS: at 15.53% examples, 224489 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:41:59,892 : INFO : EPOCH 15 - PROGRESS: at 15.66% examples, 224476 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:00,916 : INFO : EPOCH 15 - PROGRESS: at 15.78% examples, 224393 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:01,940 : INFO : EPOCH 15 - PROGRESS: at 15.91% examples, 224449 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:02,959 : INFO : EPOCH 15 - PROGRESS: at 16.04% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:04,004 : INFO : EPOCH 15 - PROGRESS: at 16.17% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:05,014 : INFO : EPOCH 15 - PROGRESS: at 16.30% examples, 224479 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:06,068 : INFO : EPOCH 15 - PROGRESS: at 16.43% examples, 224445 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:07,114 : INFO : EPOCH 15 - PROGRESS: at 16.55% examples, 224428 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:08,134 : INFO : EPOCH 15 - PROGRESS: at 16.67% examples, 224458 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:09,170 : INFO : EPOCH 15 - PROGRESS: at 16.80% examples, 224507 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:10,202 : INFO : EPOCH 15 - PROGRESS: at 16.93% examples, 224432 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:11,232 : INFO : EPOCH 15 - PROGRESS: at 17.06% examples, 224499 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:12,235 : INFO : EPOCH 15 - PROGRESS: at 17.16% examples, 224475 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:13,265 : INFO : EPOCH 15 - PROGRESS: at 17.27% examples, 224477 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:14,278 : INFO : EPOCH 15 - PROGRESS: at 17.39% examples, 224470 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:15,317 : INFO : EPOCH 15 - PROGRESS: at 17.52% examples, 224445 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:16,333 : INFO : EPOCH 15 - PROGRESS: at 17.62% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:17,386 : INFO : EPOCH 15 - PROGRESS: at 17.77% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:18,392 : INFO : EPOCH 15 - PROGRESS: at 17.88% examples, 224497 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:19,416 : INFO : EPOCH 15 - PROGRESS: at 18.02% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:20,451 : INFO : EPOCH 15 - PROGRESS: at 18.14% examples, 224480 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:21,512 : INFO : EPOCH 15 - PROGRESS: at 18.27% examples, 224467 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:22,530 : INFO : EPOCH 15 - PROGRESS: at 18.39% examples, 224531 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:23,542 : INFO : EPOCH 15 - PROGRESS: at 18.50% examples, 224468 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:24,543 : INFO : EPOCH 15 - PROGRESS: at 18.62% examples, 224479 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:25,564 : INFO : EPOCH 15 - PROGRESS: at 18.73% examples, 224488 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:26,588 : INFO : EPOCH 15 - PROGRESS: at 18.86% examples, 224481 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:27,628 : INFO : EPOCH 15 - PROGRESS: at 18.97% examples, 224504 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:28,679 : INFO : EPOCH 15 - PROGRESS: at 19.10% examples, 224493 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:29,681 : INFO : EPOCH 15 - PROGRESS: at 19.23% examples, 224522 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:30,707 : INFO : EPOCH 15 - PROGRESS: at 19.34% examples, 224493 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:31,757 : INFO : EPOCH 15 - PROGRESS: at 19.46% examples, 224447 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:32,762 : INFO : EPOCH 15 - PROGRESS: at 19.59% examples, 224498 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:33,776 : INFO : EPOCH 15 - PROGRESS: at 19.72% examples, 224505 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:34,788 : INFO : EPOCH 15 - PROGRESS: at 19.83% examples, 224500 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:35,822 : INFO : EPOCH 15 - PROGRESS: at 19.97% examples, 224489 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:36,830 : INFO : EPOCH 15 - PROGRESS: at 20.09% examples, 224497 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:37,838 : INFO : EPOCH 15 - PROGRESS: at 20.21% examples, 224515 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:38,843 : INFO : EPOCH 15 - PROGRESS: at 20.32% examples, 224497 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:39,860 : INFO : EPOCH 15 - PROGRESS: at 20.45% examples, 224521 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:40,922 : INFO : EPOCH 15 - PROGRESS: at 20.58% examples, 224501 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:41,955 : INFO : EPOCH 15 - PROGRESS: at 20.71% examples, 224514 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:43,064 : INFO : EPOCH 15 - PROGRESS: at 20.84% examples, 224459 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:44,146 : INFO : EPOCH 15 - PROGRESS: at 20.98% examples, 224490 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:45,160 : INFO : EPOCH 15 - PROGRESS: at 21.11% examples, 224529 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:46,168 : INFO : EPOCH 15 - PROGRESS: at 21.23% examples, 224546 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:47,177 : INFO : EPOCH 15 - PROGRESS: at 21.34% examples, 224494 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:48,197 : INFO : EPOCH 15 - PROGRESS: at 21.46% examples, 224522 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:49,277 : INFO : EPOCH 15 - PROGRESS: at 21.61% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:50,285 : INFO : EPOCH 15 - PROGRESS: at 21.71% examples, 224528 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:51,290 : INFO : EPOCH 15 - PROGRESS: at 21.84% examples, 224515 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:52,308 : INFO : EPOCH 15 - PROGRESS: at 21.98% examples, 224514 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:53,318 : INFO : EPOCH 15 - PROGRESS: at 22.10% examples, 224512 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:54,373 : INFO : EPOCH 15 - PROGRESS: at 22.23% examples, 224503 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:55,375 : INFO : EPOCH 15 - PROGRESS: at 22.35% examples, 224530 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:56,455 : INFO : EPOCH 15 - PROGRESS: at 22.46% examples, 224468 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:57,462 : INFO : EPOCH 15 - PROGRESS: at 22.57% examples, 224529 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:58,501 : INFO : EPOCH 15 - PROGRESS: at 22.69% examples, 224527 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:42:59,566 : INFO : EPOCH 15 - PROGRESS: at 22.83% examples, 224499 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:00,573 : INFO : EPOCH 15 - PROGRESS: at 22.95% examples, 224526 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:01,576 : INFO : EPOCH 15 - PROGRESS: at 23.08% examples, 224528 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:02,583 : INFO : EPOCH 15 - PROGRESS: at 23.19% examples, 224508 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:03,589 : INFO : EPOCH 15 - PROGRESS: at 23.32% examples, 224532 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:04,629 : INFO : EPOCH 15 - PROGRESS: at 23.44% examples, 224527 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:05,657 : INFO : EPOCH 15 - PROGRESS: at 23.56% examples, 224544 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:06,685 : INFO : EPOCH 15 - PROGRESS: at 23.69% examples, 224527 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:07,733 : INFO : EPOCH 15 - PROGRESS: at 23.82% examples, 224533 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:08,742 : INFO : EPOCH 15 - PROGRESS: at 23.96% examples, 224555 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:09,768 : INFO : EPOCH 15 - PROGRESS: at 24.09% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:10,819 : INFO : EPOCH 15 - PROGRESS: at 24.20% examples, 224533 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:11,822 : INFO : EPOCH 15 - PROGRESS: at 24.33% examples, 224544 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:12,843 : INFO : EPOCH 15 - PROGRESS: at 24.45% examples, 224539 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:13,860 : INFO : EPOCH 15 - PROGRESS: at 24.56% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:14,861 : INFO : EPOCH 15 - PROGRESS: at 24.68% examples, 224584 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:15,951 : INFO : EPOCH 15 - PROGRESS: at 24.80% examples, 224509 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:17,031 : INFO : EPOCH 15 - PROGRESS: at 24.93% examples, 224523 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:18,039 : INFO : EPOCH 15 - PROGRESS: at 25.03% examples, 224550 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:43:19,064 : INFO : EPOCH 15 - PROGRESS: at 25.16% examples, 224554 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:20,070 : INFO : EPOCH 15 - PROGRESS: at 25.28% examples, 224537 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:21,085 : INFO : EPOCH 15 - PROGRESS: at 25.40% examples, 224543 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:22,109 : INFO : EPOCH 15 - PROGRESS: at 25.52% examples, 224534 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:23,121 : INFO : EPOCH 15 - PROGRESS: at 25.64% examples, 224574 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:24,149 : INFO : EPOCH 15 - PROGRESS: at 25.76% examples, 224542 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:25,163 : INFO : EPOCH 15 - PROGRESS: at 25.87% examples, 224541 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:26,218 : INFO : EPOCH 15 - PROGRESS: at 25.99% examples, 224522 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:27,227 : INFO : EPOCH 15 - PROGRESS: at 26.13% examples, 224565 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:28,244 : INFO : EPOCH 15 - PROGRESS: at 26.26% examples, 224578 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:29,288 : INFO : EPOCH 15 - PROGRESS: at 26.38% examples, 224552 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:30,304 : INFO : EPOCH 15 - PROGRESS: at 26.52% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:31,321 : INFO : EPOCH 15 - PROGRESS: at 26.66% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:32,334 : INFO : EPOCH 15 - PROGRESS: at 26.78% examples, 224538 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:33,351 : INFO : EPOCH 15 - PROGRESS: at 26.92% examples, 224568 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:34,383 : INFO : EPOCH 15 - PROGRESS: at 27.04% examples, 224558 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:35,392 : INFO : EPOCH 15 - PROGRESS: at 27.15% examples, 224579 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:36,409 : INFO : EPOCH 15 - PROGRESS: at 27.28% examples, 224591 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:37,441 : INFO : EPOCH 15 - PROGRESS: at 27.40% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:38,450 : INFO : EPOCH 15 - PROGRESS: at 27.53% examples, 224548 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:39,454 : INFO : EPOCH 15 - PROGRESS: at 27.66% examples, 224566 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:40,480 : INFO : EPOCH 15 - PROGRESS: at 27.80% examples, 224560 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:41,521 : INFO : EPOCH 15 - PROGRESS: at 27.93% examples, 224567 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:42,555 : INFO : EPOCH 15 - PROGRESS: at 28.08% examples, 224579 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:43,564 : INFO : EPOCH 15 - PROGRESS: at 28.20% examples, 224595 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:44,570 : INFO : EPOCH 15 - PROGRESS: at 28.31% examples, 224569 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:45,591 : INFO : EPOCH 15 - PROGRESS: at 28.43% examples, 224582 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:46,620 : INFO : EPOCH 15 - PROGRESS: at 28.56% examples, 224598 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:47,634 : INFO : EPOCH 15 - PROGRESS: at 28.69% examples, 224588 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:48,640 : INFO : EPOCH 15 - PROGRESS: at 28.82% examples, 224588 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:49,681 : INFO : EPOCH 15 - PROGRESS: at 28.95% examples, 224561 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:50,694 : INFO : EPOCH 15 - PROGRESS: at 29.10% examples, 224586 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:51,732 : INFO : EPOCH 15 - PROGRESS: at 29.22% examples, 224562 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:52,787 : INFO : EPOCH 15 - PROGRESS: at 29.33% examples, 224556 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:53,791 : INFO : EPOCH 15 - PROGRESS: at 29.45% examples, 224533 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:54,833 : INFO : EPOCH 15 - PROGRESS: at 29.57% examples, 224508 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:55,871 : INFO : EPOCH 15 - PROGRESS: at 29.69% examples, 224489 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:56,893 : INFO : EPOCH 15 - PROGRESS: at 29.78% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:57,900 : INFO : EPOCH 15 - PROGRESS: at 29.86% examples, 224231 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:58,921 : INFO : EPOCH 15 - PROGRESS: at 29.97% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:43:59,941 : INFO : EPOCH 15 - PROGRESS: at 30.08% examples, 224220 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:00,972 : INFO : EPOCH 15 - PROGRESS: at 30.21% examples, 224186 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:01,972 : INFO : EPOCH 15 - PROGRESS: at 30.32% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:03,030 : INFO : EPOCH 15 - PROGRESS: at 30.43% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:04,049 : INFO : EPOCH 15 - PROGRESS: at 30.55% examples, 224215 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:05,083 : INFO : EPOCH 15 - PROGRESS: at 30.69% examples, 224206 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:06,127 : INFO : EPOCH 15 - PROGRESS: at 30.81% examples, 224197 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:07,172 : INFO : EPOCH 15 - PROGRESS: at 30.95% examples, 224214 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:08,174 : INFO : EPOCH 15 - PROGRESS: at 31.07% examples, 224191 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:09,177 : INFO : EPOCH 15 - PROGRESS: at 31.19% examples, 224209 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:10,182 : INFO : EPOCH 15 - PROGRESS: at 31.30% examples, 224244 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:11,238 : INFO : EPOCH 15 - PROGRESS: at 31.43% examples, 224204 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:12,273 : INFO : EPOCH 15 - PROGRESS: at 31.56% examples, 224205 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:13,301 : INFO : EPOCH 15 - PROGRESS: at 31.68% examples, 224218 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:14,304 : INFO : EPOCH 15 - PROGRESS: at 31.81% examples, 224221 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:15,334 : INFO : EPOCH 15 - PROGRESS: at 31.91% examples, 224228 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:16,340 : INFO : EPOCH 15 - PROGRESS: at 32.02% examples, 224198 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:17,362 : INFO : EPOCH 15 - PROGRESS: at 32.12% examples, 224229 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:18,426 : INFO : EPOCH 15 - PROGRESS: at 32.24% examples, 224221 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:19,428 : INFO : EPOCH 15 - PROGRESS: at 32.37% examples, 224225 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:20,439 : INFO : EPOCH 15 - PROGRESS: at 32.48% examples, 224246 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:21,465 : INFO : EPOCH 15 - PROGRESS: at 32.59% examples, 224228 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:22,494 : INFO : EPOCH 15 - PROGRESS: at 32.71% examples, 224250 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:23,496 : INFO : EPOCH 15 - PROGRESS: at 32.84% examples, 224222 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:24,557 : INFO : EPOCH 15 - PROGRESS: at 32.97% examples, 224233 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:25,568 : INFO : EPOCH 15 - PROGRESS: at 33.11% examples, 224249 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:26,627 : INFO : EPOCH 15 - PROGRESS: at 33.24% examples, 224243 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:27,679 : INFO : EPOCH 15 - PROGRESS: at 33.37% examples, 224243 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:28,765 : INFO : EPOCH 15 - PROGRESS: at 33.48% examples, 224235 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:29,803 : INFO : EPOCH 15 - PROGRESS: at 33.62% examples, 224259 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:30,824 : INFO : EPOCH 15 - PROGRESS: at 33.74% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:31,842 : INFO : EPOCH 15 - PROGRESS: at 33.87% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:32,857 : INFO : EPOCH 15 - PROGRESS: at 34.00% examples, 224252 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:33,908 : INFO : EPOCH 15 - PROGRESS: at 34.12% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:34,938 : INFO : EPOCH 15 - PROGRESS: at 34.22% examples, 224270 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:35,983 : INFO : EPOCH 15 - PROGRESS: at 34.36% examples, 224266 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:37,013 : INFO : EPOCH 15 - PROGRESS: at 34.49% examples, 224253 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:38,042 : INFO : EPOCH 15 - PROGRESS: at 34.60% examples, 224270 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:39,106 : INFO : EPOCH 15 - PROGRESS: at 34.73% examples, 224255 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:40,111 : INFO : EPOCH 15 - PROGRESS: at 34.86% examples, 224264 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:41,144 : INFO : EPOCH 15 - PROGRESS: at 35.00% examples, 224266 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:42,196 : INFO : EPOCH 15 - PROGRESS: at 35.12% examples, 224266 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:43,257 : INFO : EPOCH 15 - PROGRESS: at 35.24% examples, 224264 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:44,295 : INFO : EPOCH 15 - PROGRESS: at 35.37% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:45,312 : INFO : EPOCH 15 - PROGRESS: at 35.48% examples, 224280 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:46,332 : INFO : EPOCH 15 - PROGRESS: at 35.61% examples, 224286 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:47,403 : INFO : EPOCH 15 - PROGRESS: at 35.73% examples, 224266 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:48,424 : INFO : EPOCH 15 - PROGRESS: at 35.85% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:49,430 : INFO : EPOCH 15 - PROGRESS: at 35.96% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:50,517 : INFO : EPOCH 15 - PROGRESS: at 36.08% examples, 224254 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:51,528 : INFO : EPOCH 15 - PROGRESS: at 36.22% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:52,546 : INFO : EPOCH 15 - PROGRESS: at 36.33% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:53,561 : INFO : EPOCH 15 - PROGRESS: at 36.45% examples, 224293 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:54,567 : INFO : EPOCH 15 - PROGRESS: at 36.56% examples, 224285 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:55,606 : INFO : EPOCH 15 - PROGRESS: at 36.67% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:56,693 : INFO : EPOCH 15 - PROGRESS: at 36.80% examples, 224268 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:57,707 : INFO : EPOCH 15 - PROGRESS: at 36.91% examples, 224278 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:58,720 : INFO : EPOCH 15 - PROGRESS: at 37.03% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:44:59,726 : INFO : EPOCH 15 - PROGRESS: at 37.16% examples, 224317 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:00,746 : INFO : EPOCH 15 - PROGRESS: at 37.27% examples, 224289 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:01,753 : INFO : EPOCH 15 - PROGRESS: at 37.40% examples, 224310 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:02,768 : INFO : EPOCH 15 - PROGRESS: at 37.54% examples, 224300 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:03,779 : INFO : EPOCH 15 - PROGRESS: at 37.66% examples, 224292 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:04,788 : INFO : EPOCH 15 - PROGRESS: at 37.78% examples, 224288 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:05,791 : INFO : EPOCH 15 - PROGRESS: at 37.92% examples, 224321 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:06,800 : INFO : EPOCH 15 - PROGRESS: at 38.02% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:07,844 : INFO : EPOCH 15 - PROGRESS: at 38.16% examples, 224304 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:08,861 : INFO : EPOCH 15 - PROGRESS: at 38.27% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:09,874 : INFO : EPOCH 15 - PROGRESS: at 38.38% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:10,903 : INFO : EPOCH 15 - PROGRESS: at 38.50% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:11,905 : INFO : EPOCH 15 - PROGRESS: at 38.62% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:12,914 : INFO : EPOCH 15 - PROGRESS: at 38.74% examples, 224338 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:13,920 : INFO : EPOCH 15 - PROGRESS: at 38.85% examples, 224360 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:14,929 : INFO : EPOCH 15 - PROGRESS: at 38.99% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:15,933 : INFO : EPOCH 15 - PROGRESS: at 39.11% examples, 224318 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:16,933 : INFO : EPOCH 15 - PROGRESS: at 39.23% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:17,977 : INFO : EPOCH 15 - PROGRESS: at 39.35% examples, 224343 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:18,981 : INFO : EPOCH 15 - PROGRESS: at 39.46% examples, 224318 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:20,021 : INFO : EPOCH 15 - PROGRESS: at 39.60% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:21,031 : INFO : EPOCH 15 - PROGRESS: at 39.72% examples, 224367 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:22,044 : INFO : EPOCH 15 - PROGRESS: at 39.85% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:23,047 : INFO : EPOCH 15 - PROGRESS: at 39.96% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:24,073 : INFO : EPOCH 15 - PROGRESS: at 40.07% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:25,111 : INFO : EPOCH 15 - PROGRESS: at 40.20% examples, 224355 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:26,124 : INFO : EPOCH 15 - PROGRESS: at 40.31% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:27,135 : INFO : EPOCH 15 - PROGRESS: at 40.44% examples, 224356 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:28,189 : INFO : EPOCH 15 - PROGRESS: at 40.56% examples, 224360 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:29,196 : INFO : EPOCH 15 - PROGRESS: at 40.68% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:30,252 : INFO : EPOCH 15 - PROGRESS: at 40.81% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:31,280 : INFO : EPOCH 15 - PROGRESS: at 40.93% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:32,349 : INFO : EPOCH 15 - PROGRESS: at 41.06% examples, 224355 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:33,400 : INFO : EPOCH 15 - PROGRESS: at 41.19% examples, 224360 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:34,428 : INFO : EPOCH 15 - PROGRESS: at 41.31% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:35,444 : INFO : EPOCH 15 - PROGRESS: at 41.41% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:36,451 : INFO : EPOCH 15 - PROGRESS: at 41.53% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:37,455 : INFO : EPOCH 15 - PROGRESS: at 41.64% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:38,455 : INFO : EPOCH 15 - PROGRESS: at 41.77% examples, 224398 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:39,511 : INFO : EPOCH 15 - PROGRESS: at 41.88% examples, 224370 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:40,515 : INFO : EPOCH 15 - PROGRESS: at 42.01% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:41,554 : INFO : EPOCH 15 - PROGRESS: at 42.13% examples, 224374 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:42,615 : INFO : EPOCH 15 - PROGRESS: at 42.26% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:43,618 : INFO : EPOCH 15 - PROGRESS: at 42.39% examples, 224378 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:44,619 : INFO : EPOCH 15 - PROGRESS: at 42.51% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:45,629 : INFO : EPOCH 15 - PROGRESS: at 42.64% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:46,635 : INFO : EPOCH 15 - PROGRESS: at 42.76% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:47,650 : INFO : EPOCH 15 - PROGRESS: at 42.87% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:48,719 : INFO : EPOCH 15 - PROGRESS: at 43.01% examples, 224365 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:49,746 : INFO : EPOCH 15 - PROGRESS: at 43.11% examples, 224378 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:50,775 : INFO : EPOCH 15 - PROGRESS: at 43.24% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:51,785 : INFO : EPOCH 15 - PROGRESS: at 43.35% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:52,786 : INFO : EPOCH 15 - PROGRESS: at 43.48% examples, 224369 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:53,819 : INFO : EPOCH 15 - PROGRESS: at 43.61% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:54,858 : INFO : EPOCH 15 - PROGRESS: at 43.72% examples, 224381 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:55,868 : INFO : EPOCH 15 - PROGRESS: at 43.85% examples, 224380 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:56,948 : INFO : EPOCH 15 - PROGRESS: at 43.98% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:57,993 : INFO : EPOCH 15 - PROGRESS: at 44.09% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:45:59,001 : INFO : EPOCH 15 - PROGRESS: at 44.22% examples, 224365 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:00,005 : INFO : EPOCH 15 - PROGRESS: at 44.36% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:01,063 : INFO : EPOCH 15 - PROGRESS: at 44.47% examples, 224369 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:02,085 : INFO : EPOCH 15 - PROGRESS: at 44.61% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:03,090 : INFO : EPOCH 15 - PROGRESS: at 44.72% examples, 224372 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:04,108 : INFO : EPOCH 15 - PROGRESS: at 44.87% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:05,154 : INFO : EPOCH 15 - PROGRESS: at 44.99% examples, 224378 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:06,171 : INFO : EPOCH 15 - PROGRESS: at 45.11% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:07,209 : INFO : EPOCH 15 - PROGRESS: at 45.24% examples, 224370 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:08,220 : INFO : EPOCH 15 - PROGRESS: at 45.36% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:09,251 : INFO : EPOCH 15 - PROGRESS: at 45.49% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:10,294 : INFO : EPOCH 15 - PROGRESS: at 45.60% examples, 224379 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:11,304 : INFO : EPOCH 15 - PROGRESS: at 45.72% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:12,376 : INFO : EPOCH 15 - PROGRESS: at 45.83% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:13,388 : INFO : EPOCH 15 - PROGRESS: at 45.97% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:14,401 : INFO : EPOCH 15 - PROGRESS: at 46.08% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:15,460 : INFO : EPOCH 15 - PROGRESS: at 46.20% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:16,487 : INFO : EPOCH 15 - PROGRESS: at 46.31% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:17,519 : INFO : EPOCH 15 - PROGRESS: at 46.43% examples, 224396 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:18,525 : INFO : EPOCH 15 - PROGRESS: at 46.57% examples, 224411 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:19,538 : INFO : EPOCH 15 - PROGRESS: at 46.69% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:20,545 : INFO : EPOCH 15 - PROGRESS: at 46.80% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:21,582 : INFO : EPOCH 15 - PROGRESS: at 46.91% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:22,595 : INFO : EPOCH 15 - PROGRESS: at 47.02% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:23,615 : INFO : EPOCH 15 - PROGRESS: at 47.15% examples, 224410 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:24,620 : INFO : EPOCH 15 - PROGRESS: at 47.26% examples, 224408 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:25,653 : INFO : EPOCH 15 - PROGRESS: at 47.38% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:26,676 : INFO : EPOCH 15 - PROGRESS: at 47.51% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:27,704 : INFO : EPOCH 15 - PROGRESS: at 47.63% examples, 224389 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:28,731 : INFO : EPOCH 15 - PROGRESS: at 47.78% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:29,736 : INFO : EPOCH 15 - PROGRESS: at 47.91% examples, 224410 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:30,757 : INFO : EPOCH 15 - PROGRESS: at 48.03% examples, 224394 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:31,785 : INFO : EPOCH 15 - PROGRESS: at 48.15% examples, 224383 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:46:32,807 : INFO : EPOCH 15 - PROGRESS: at 48.28% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:33,807 : INFO : EPOCH 15 - PROGRESS: at 48.44% examples, 224394 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:34,868 : INFO : EPOCH 15 - PROGRESS: at 48.56% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:35,873 : INFO : EPOCH 15 - PROGRESS: at 48.69% examples, 224396 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:36,883 : INFO : EPOCH 15 - PROGRESS: at 48.80% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:37,921 : INFO : EPOCH 15 - PROGRESS: at 48.91% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:38,957 : INFO : EPOCH 15 - PROGRESS: at 49.05% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:39,961 : INFO : EPOCH 15 - PROGRESS: at 49.17% examples, 224401 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:41,008 : INFO : EPOCH 15 - PROGRESS: at 49.30% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:42,050 : INFO : EPOCH 15 - PROGRESS: at 49.43% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:43,076 : INFO : EPOCH 15 - PROGRESS: at 49.56% examples, 224410 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:44,088 : INFO : EPOCH 15 - PROGRESS: at 49.68% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:45,095 : INFO : EPOCH 15 - PROGRESS: at 49.79% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:46,123 : INFO : EPOCH 15 - PROGRESS: at 49.91% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:47,164 : INFO : EPOCH 15 - PROGRESS: at 50.04% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:48,198 : INFO : EPOCH 15 - PROGRESS: at 50.16% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:49,207 : INFO : EPOCH 15 - PROGRESS: at 50.27% examples, 224397 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:50,210 : INFO : EPOCH 15 - PROGRESS: at 50.39% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:51,222 : INFO : EPOCH 15 - PROGRESS: at 50.51% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:52,235 : INFO : EPOCH 15 - PROGRESS: at 50.63% examples, 224405 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:53,267 : INFO : EPOCH 15 - PROGRESS: at 50.77% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:54,286 : INFO : EPOCH 15 - PROGRESS: at 50.91% examples, 224409 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:55,337 : INFO : EPOCH 15 - PROGRESS: at 51.03% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:56,368 : INFO : EPOCH 15 - PROGRESS: at 51.14% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:57,380 : INFO : EPOCH 15 - PROGRESS: at 51.28% examples, 224400 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:58,396 : INFO : EPOCH 15 - PROGRESS: at 51.40% examples, 224395 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:46:59,398 : INFO : EPOCH 15 - PROGRESS: at 51.54% examples, 224402 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:00,422 : INFO : EPOCH 15 - PROGRESS: at 51.67% examples, 224390 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:01,450 : INFO : EPOCH 15 - PROGRESS: at 51.78% examples, 224409 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:02,465 : INFO : EPOCH 15 - PROGRESS: at 51.90% examples, 224414 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:03,477 : INFO : EPOCH 15 - PROGRESS: at 52.03% examples, 224424 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:04,488 : INFO : EPOCH 15 - PROGRESS: at 52.14% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:05,506 : INFO : EPOCH 15 - PROGRESS: at 52.27% examples, 224410 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:06,548 : INFO : EPOCH 15 - PROGRESS: at 52.39% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:07,606 : INFO : EPOCH 15 - PROGRESS: at 52.52% examples, 224394 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:08,637 : INFO : EPOCH 15 - PROGRESS: at 52.63% examples, 224414 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:09,692 : INFO : EPOCH 15 - PROGRESS: at 52.76% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:10,769 : INFO : EPOCH 15 - PROGRESS: at 52.90% examples, 224403 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:11,769 : INFO : EPOCH 15 - PROGRESS: at 53.03% examples, 224422 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:12,788 : INFO : EPOCH 15 - PROGRESS: at 53.14% examples, 224404 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:13,810 : INFO : EPOCH 15 - PROGRESS: at 53.25% examples, 224423 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:14,821 : INFO : EPOCH 15 - PROGRESS: at 53.36% examples, 224422 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:15,825 : INFO : EPOCH 15 - PROGRESS: at 53.50% examples, 224426 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:16,837 : INFO : EPOCH 15 - PROGRESS: at 53.62% examples, 224425 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:17,841 : INFO : EPOCH 15 - PROGRESS: at 53.73% examples, 224420 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:18,865 : INFO : EPOCH 15 - PROGRESS: at 53.85% examples, 224432 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:19,895 : INFO : EPOCH 15 - PROGRESS: at 53.98% examples, 224420 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:20,899 : INFO : EPOCH 15 - PROGRESS: at 54.10% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:21,935 : INFO : EPOCH 15 - PROGRESS: at 54.19% examples, 224418 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:22,997 : INFO : EPOCH 15 - PROGRESS: at 54.32% examples, 224411 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:24,022 : INFO : EPOCH 15 - PROGRESS: at 54.44% examples, 224429 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:25,067 : INFO : EPOCH 15 - PROGRESS: at 54.55% examples, 224423 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:26,076 : INFO : EPOCH 15 - PROGRESS: at 54.68% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:27,085 : INFO : EPOCH 15 - PROGRESS: at 54.78% examples, 224420 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:28,106 : INFO : EPOCH 15 - PROGRESS: at 54.91% examples, 224419 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:29,156 : INFO : EPOCH 15 - PROGRESS: at 55.04% examples, 224430 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:30,187 : INFO : EPOCH 15 - PROGRESS: at 55.18% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:31,193 : INFO : EPOCH 15 - PROGRESS: at 55.30% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:32,231 : INFO : EPOCH 15 - PROGRESS: at 55.43% examples, 224442 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:33,237 : INFO : EPOCH 15 - PROGRESS: at 55.54% examples, 224426 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:34,271 : INFO : EPOCH 15 - PROGRESS: at 55.65% examples, 224429 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:35,296 : INFO : EPOCH 15 - PROGRESS: at 55.77% examples, 224439 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:36,305 : INFO : EPOCH 15 - PROGRESS: at 55.88% examples, 224442 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:37,361 : INFO : EPOCH 15 - PROGRESS: at 56.03% examples, 224429 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:38,384 : INFO : EPOCH 15 - PROGRESS: at 56.15% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:39,393 : INFO : EPOCH 15 - PROGRESS: at 56.27% examples, 224432 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:40,430 : INFO : EPOCH 15 - PROGRESS: at 56.38% examples, 224442 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:41,482 : INFO : EPOCH 15 - PROGRESS: at 56.50% examples, 224438 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:42,496 : INFO : EPOCH 15 - PROGRESS: at 56.63% examples, 224442 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:43,498 : INFO : EPOCH 15 - PROGRESS: at 56.76% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:44,528 : INFO : EPOCH 15 - PROGRESS: at 56.87% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:45,539 : INFO : EPOCH 15 - PROGRESS: at 56.99% examples, 224438 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:46,588 : INFO : EPOCH 15 - PROGRESS: at 57.12% examples, 224436 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:47,607 : INFO : EPOCH 15 - PROGRESS: at 57.25% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:48,635 : INFO : EPOCH 15 - PROGRESS: at 57.35% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:49,699 : INFO : EPOCH 15 - PROGRESS: at 57.49% examples, 224434 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:50,742 : INFO : EPOCH 15 - PROGRESS: at 57.61% examples, 224439 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:51,767 : INFO : EPOCH 15 - PROGRESS: at 57.75% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:52,796 : INFO : EPOCH 15 - PROGRESS: at 57.86% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:53,874 : INFO : EPOCH 15 - PROGRESS: at 57.98% examples, 224427 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:54,896 : INFO : EPOCH 15 - PROGRESS: at 58.11% examples, 224436 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:55,899 : INFO : EPOCH 15 - PROGRESS: at 58.25% examples, 224445 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:56,917 : INFO : EPOCH 15 - PROGRESS: at 58.38% examples, 224437 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:57,940 : INFO : EPOCH 15 - PROGRESS: at 58.50% examples, 224438 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:47:58,968 : INFO : EPOCH 15 - PROGRESS: at 58.63% examples, 224445 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:00,023 : INFO : EPOCH 15 - PROGRESS: at 58.75% examples, 224437 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:01,077 : INFO : EPOCH 15 - PROGRESS: at 58.87% examples, 224436 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:02,084 : INFO : EPOCH 15 - PROGRESS: at 59.01% examples, 224444 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:03,102 : INFO : EPOCH 15 - PROGRESS: at 59.12% examples, 224431 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:04,123 : INFO : EPOCH 15 - PROGRESS: at 59.27% examples, 224450 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:05,160 : INFO : EPOCH 15 - PROGRESS: at 59.40% examples, 224453 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:06,199 : INFO : EPOCH 15 - PROGRESS: at 59.52% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:07,243 : INFO : EPOCH 15 - PROGRESS: at 59.66% examples, 224448 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:08,301 : INFO : EPOCH 15 - PROGRESS: at 59.80% examples, 224440 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:09,330 : INFO : EPOCH 15 - PROGRESS: at 59.94% examples, 224457 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:10,344 : INFO : EPOCH 15 - PROGRESS: at 60.05% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:11,409 : INFO : EPOCH 15 - PROGRESS: at 60.18% examples, 224442 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:12,457 : INFO : EPOCH 15 - PROGRESS: at 60.31% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:13,489 : INFO : EPOCH 15 - PROGRESS: at 60.43% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:14,502 : INFO : EPOCH 15 - PROGRESS: at 60.56% examples, 224453 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:15,507 : INFO : EPOCH 15 - PROGRESS: at 60.67% examples, 224454 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:16,533 : INFO : EPOCH 15 - PROGRESS: at 60.81% examples, 224452 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:17,553 : INFO : EPOCH 15 - PROGRESS: at 60.92% examples, 224445 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:18,569 : INFO : EPOCH 15 - PROGRESS: at 61.06% examples, 224441 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:19,571 : INFO : EPOCH 15 - PROGRESS: at 61.19% examples, 224466 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:20,618 : INFO : EPOCH 15 - PROGRESS: at 61.31% examples, 224446 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:21,635 : INFO : EPOCH 15 - PROGRESS: at 61.43% examples, 224455 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:22,657 : INFO : EPOCH 15 - PROGRESS: at 61.57% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:23,668 : INFO : EPOCH 15 - PROGRESS: at 61.68% examples, 224451 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:24,669 : INFO : EPOCH 15 - PROGRESS: at 61.79% examples, 224443 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:25,721 : INFO : EPOCH 15 - PROGRESS: at 61.91% examples, 224419 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:26,732 : INFO : EPOCH 15 - PROGRESS: at 62.03% examples, 224412 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:27,743 : INFO : EPOCH 15 - PROGRESS: at 62.14% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:28,767 : INFO : EPOCH 15 - PROGRESS: at 62.24% examples, 224302 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:29,820 : INFO : EPOCH 15 - PROGRESS: at 62.36% examples, 224273 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:30,834 : INFO : EPOCH 15 - PROGRESS: at 62.50% examples, 224286 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:31,847 : INFO : EPOCH 15 - PROGRESS: at 62.62% examples, 224278 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:32,869 : INFO : EPOCH 15 - PROGRESS: at 62.72% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:33,887 : INFO : EPOCH 15 - PROGRESS: at 62.83% examples, 224285 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:34,889 : INFO : EPOCH 15 - PROGRESS: at 62.96% examples, 224279 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:35,903 : INFO : EPOCH 15 - PROGRESS: at 63.07% examples, 224295 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:36,940 : INFO : EPOCH 15 - PROGRESS: at 63.20% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:38,025 : INFO : EPOCH 15 - PROGRESS: at 63.31% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:39,071 : INFO : EPOCH 15 - PROGRESS: at 63.44% examples, 224292 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:40,132 : INFO : EPOCH 15 - PROGRESS: at 63.56% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:41,139 : INFO : EPOCH 15 - PROGRESS: at 63.69% examples, 224297 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:42,156 : INFO : EPOCH 15 - PROGRESS: at 63.83% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:43,210 : INFO : EPOCH 15 - PROGRESS: at 63.95% examples, 224287 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:44,225 : INFO : EPOCH 15 - PROGRESS: at 64.08% examples, 224298 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:45,285 : INFO : EPOCH 15 - PROGRESS: at 64.21% examples, 224295 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:46,305 : INFO : EPOCH 15 - PROGRESS: at 64.33% examples, 224287 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:47,369 : INFO : EPOCH 15 - PROGRESS: at 64.47% examples, 224290 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:48,378 : INFO : EPOCH 15 - PROGRESS: at 64.60% examples, 224296 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:49,382 : INFO : EPOCH 15 - PROGRESS: at 64.73% examples, 224303 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:50,446 : INFO : EPOCH 15 - PROGRESS: at 64.85% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:51,465 : INFO : EPOCH 15 - PROGRESS: at 64.98% examples, 224298 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:52,523 : INFO : EPOCH 15 - PROGRESS: at 65.12% examples, 224296 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:53,526 : INFO : EPOCH 15 - PROGRESS: at 65.24% examples, 224296 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:54,580 : INFO : EPOCH 15 - PROGRESS: at 65.35% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:55,603 : INFO : EPOCH 15 - PROGRESS: at 65.50% examples, 224303 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:56,632 : INFO : EPOCH 15 - PROGRESS: at 65.63% examples, 224299 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:57,662 : INFO : EPOCH 15 - PROGRESS: at 65.76% examples, 224292 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:58,680 : INFO : EPOCH 15 - PROGRESS: at 65.88% examples, 224302 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:48:59,681 : INFO : EPOCH 15 - PROGRESS: at 66.00% examples, 224308 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:00,712 : INFO : EPOCH 15 - PROGRESS: at 66.11% examples, 224298 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:01,767 : INFO : EPOCH 15 - PROGRESS: at 66.23% examples, 224301 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:02,784 : INFO : EPOCH 15 - PROGRESS: at 66.37% examples, 224302 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:03,840 : INFO : EPOCH 15 - PROGRESS: at 66.48% examples, 224294 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:04,860 : INFO : EPOCH 15 - PROGRESS: at 66.61% examples, 224307 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:05,869 : INFO : EPOCH 15 - PROGRESS: at 66.75% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:06,898 : INFO : EPOCH 15 - PROGRESS: at 66.87% examples, 224306 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:07,920 : INFO : EPOCH 15 - PROGRESS: at 67.01% examples, 224303 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:08,933 : INFO : EPOCH 15 - PROGRESS: at 67.14% examples, 224302 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:09,949 : INFO : EPOCH 15 - PROGRESS: at 67.27% examples, 224308 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:10,968 : INFO : EPOCH 15 - PROGRESS: at 67.39% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:11,993 : INFO : EPOCH 15 - PROGRESS: at 67.52% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:13,017 : INFO : EPOCH 15 - PROGRESS: at 67.65% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:14,037 : INFO : EPOCH 15 - PROGRESS: at 67.78% examples, 224309 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:15,054 : INFO : EPOCH 15 - PROGRESS: at 67.91% examples, 224309 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:16,076 : INFO : EPOCH 15 - PROGRESS: at 68.04% examples, 224311 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:17,108 : INFO : EPOCH 15 - PROGRESS: at 68.16% examples, 224304 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:18,161 : INFO : EPOCH 15 - PROGRESS: at 68.29% examples, 224307 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:19,166 : INFO : EPOCH 15 - PROGRESS: at 68.44% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:20,170 : INFO : EPOCH 15 - PROGRESS: at 68.54% examples, 224306 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:21,176 : INFO : EPOCH 15 - PROGRESS: at 68.67% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:22,217 : INFO : EPOCH 15 - PROGRESS: at 68.78% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:23,224 : INFO : EPOCH 15 - PROGRESS: at 68.92% examples, 224326 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:24,253 : INFO : EPOCH 15 - PROGRESS: at 69.02% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:25,259 : INFO : EPOCH 15 - PROGRESS: at 69.13% examples, 224314 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:26,261 : INFO : EPOCH 15 - PROGRESS: at 69.27% examples, 224329 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:27,273 : INFO : EPOCH 15 - PROGRESS: at 69.40% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:28,275 : INFO : EPOCH 15 - PROGRESS: at 69.52% examples, 224319 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:29,287 : INFO : EPOCH 15 - PROGRESS: at 69.65% examples, 224308 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:30,323 : INFO : EPOCH 15 - PROGRESS: at 69.78% examples, 224318 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:31,334 : INFO : EPOCH 15 - PROGRESS: at 69.90% examples, 224319 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:32,369 : INFO : EPOCH 15 - PROGRESS: at 70.04% examples, 224317 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:33,397 : INFO : EPOCH 15 - PROGRESS: at 70.16% examples, 224320 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:34,446 : INFO : EPOCH 15 - PROGRESS: at 70.30% examples, 224309 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:35,469 : INFO : EPOCH 15 - PROGRESS: at 70.43% examples, 224317 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:36,523 : INFO : EPOCH 15 - PROGRESS: at 70.55% examples, 224312 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:37,544 : INFO : EPOCH 15 - PROGRESS: at 70.67% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:38,588 : INFO : EPOCH 15 - PROGRESS: at 70.79% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:39,591 : INFO : EPOCH 15 - PROGRESS: at 70.91% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:40,624 : INFO : EPOCH 15 - PROGRESS: at 71.04% examples, 224319 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:41,659 : INFO : EPOCH 15 - PROGRESS: at 71.16% examples, 224322 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:42,673 : INFO : EPOCH 15 - PROGRESS: at 71.28% examples, 224319 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:43,685 : INFO : EPOCH 15 - PROGRESS: at 71.42% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:44,728 : INFO : EPOCH 15 - PROGRESS: at 71.55% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:45,787 : INFO : EPOCH 15 - PROGRESS: at 71.67% examples, 224306 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:46,820 : INFO : EPOCH 15 - PROGRESS: at 71.80% examples, 224318 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:47,824 : INFO : EPOCH 15 - PROGRESS: at 71.92% examples, 224323 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:48,827 : INFO : EPOCH 15 - PROGRESS: at 72.05% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:49,898 : INFO : EPOCH 15 - PROGRESS: at 72.17% examples, 224319 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:50,927 : INFO : EPOCH 15 - PROGRESS: at 72.28% examples, 224321 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:51,938 : INFO : EPOCH 15 - PROGRESS: at 72.41% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:52,957 : INFO : EPOCH 15 - PROGRESS: at 72.53% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:53,958 : INFO : EPOCH 15 - PROGRESS: at 72.65% examples, 224338 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:55,008 : INFO : EPOCH 15 - PROGRESS: at 72.78% examples, 224313 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:56,065 : INFO : EPOCH 15 - PROGRESS: at 72.89% examples, 224319 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:57,086 : INFO : EPOCH 15 - PROGRESS: at 73.02% examples, 224311 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:58,110 : INFO : EPOCH 15 - PROGRESS: at 73.15% examples, 224321 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:49:59,177 : INFO : EPOCH 15 - PROGRESS: at 73.29% examples, 224317 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:00,201 : INFO : EPOCH 15 - PROGRESS: at 73.40% examples, 224314 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:01,217 : INFO : EPOCH 15 - PROGRESS: at 73.53% examples, 224316 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:02,238 : INFO : EPOCH 15 - PROGRESS: at 73.64% examples, 224324 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:03,318 : INFO : EPOCH 15 - PROGRESS: at 73.76% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:04,324 : INFO : EPOCH 15 - PROGRESS: at 73.89% examples, 224323 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:05,328 : INFO : EPOCH 15 - PROGRESS: at 74.03% examples, 224331 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:06,331 : INFO : EPOCH 15 - PROGRESS: at 74.15% examples, 224327 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:07,341 : INFO : EPOCH 15 - PROGRESS: at 74.26% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:08,376 : INFO : EPOCH 15 - PROGRESS: at 74.37% examples, 224333 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:09,387 : INFO : EPOCH 15 - PROGRESS: at 74.47% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:10,418 : INFO : EPOCH 15 - PROGRESS: at 74.59% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:11,486 : INFO : EPOCH 15 - PROGRESS: at 74.73% examples, 224326 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:12,493 : INFO : EPOCH 15 - PROGRESS: at 74.86% examples, 224344 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:13,499 : INFO : EPOCH 15 - PROGRESS: at 74.98% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:14,504 : INFO : EPOCH 15 - PROGRESS: at 75.11% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:15,555 : INFO : EPOCH 15 - PROGRESS: at 75.21% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:16,556 : INFO : EPOCH 15 - PROGRESS: at 75.35% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:17,620 : INFO : EPOCH 15 - PROGRESS: at 75.48% examples, 224327 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:18,651 : INFO : EPOCH 15 - PROGRESS: at 75.61% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:19,664 : INFO : EPOCH 15 - PROGRESS: at 75.75% examples, 224346 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:20,666 : INFO : EPOCH 15 - PROGRESS: at 75.88% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:21,677 : INFO : EPOCH 15 - PROGRESS: at 75.99% examples, 224340 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:22,717 : INFO : EPOCH 15 - PROGRESS: at 76.11% examples, 224339 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:23,728 : INFO : EPOCH 15 - PROGRESS: at 76.22% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:24,736 : INFO : EPOCH 15 - PROGRESS: at 76.35% examples, 224337 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:25,759 : INFO : EPOCH 15 - PROGRESS: at 76.46% examples, 224338 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:26,837 : INFO : EPOCH 15 - PROGRESS: at 76.58% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:27,854 : INFO : EPOCH 15 - PROGRESS: at 76.71% examples, 224338 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:28,908 : INFO : EPOCH 15 - PROGRESS: at 76.83% examples, 224315 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:29,958 : INFO : EPOCH 15 - PROGRESS: at 76.95% examples, 224321 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:30,971 : INFO : EPOCH 15 - PROGRESS: at 77.08% examples, 224322 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:32,009 : INFO : EPOCH 15 - PROGRESS: at 77.20% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:33,035 : INFO : EPOCH 15 - PROGRESS: at 77.32% examples, 224332 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:34,100 : INFO : EPOCH 15 - PROGRESS: at 77.44% examples, 224324 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:35,103 : INFO : EPOCH 15 - PROGRESS: at 77.55% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:36,110 : INFO : EPOCH 15 - PROGRESS: at 77.68% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:37,144 : INFO : EPOCH 15 - PROGRESS: at 77.81% examples, 224331 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:38,159 : INFO : EPOCH 15 - PROGRESS: at 77.93% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:39,209 : INFO : EPOCH 15 - PROGRESS: at 78.06% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:40,223 : INFO : EPOCH 15 - PROGRESS: at 78.19% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:41,225 : INFO : EPOCH 15 - PROGRESS: at 78.28% examples, 224328 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:42,237 : INFO : EPOCH 15 - PROGRESS: at 78.42% examples, 224339 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:43,240 : INFO : EPOCH 15 - PROGRESS: at 78.53% examples, 224342 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:44,256 : INFO : EPOCH 15 - PROGRESS: at 78.65% examples, 224338 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:45,265 : INFO : EPOCH 15 - PROGRESS: at 78.78% examples, 224332 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:46,276 : INFO : EPOCH 15 - PROGRESS: at 78.89% examples, 224325 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:47,280 : INFO : EPOCH 15 - PROGRESS: at 79.02% examples, 224330 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:48,312 : INFO : EPOCH 15 - PROGRESS: at 79.15% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:49,335 : INFO : EPOCH 15 - PROGRESS: at 79.28% examples, 224331 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:50,369 : INFO : EPOCH 15 - PROGRESS: at 79.41% examples, 224337 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:51,397 : INFO : EPOCH 15 - PROGRESS: at 79.54% examples, 224332 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:52,446 : INFO : EPOCH 15 - PROGRESS: at 79.67% examples, 224327 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:53,509 : INFO : EPOCH 15 - PROGRESS: at 79.79% examples, 224330 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:54,509 : INFO : EPOCH 15 - PROGRESS: at 79.89% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:55,521 : INFO : EPOCH 15 - PROGRESS: at 80.01% examples, 224345 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:56,554 : INFO : EPOCH 15 - PROGRESS: at 80.15% examples, 224340 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:57,610 : INFO : EPOCH 15 - PROGRESS: at 80.28% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:58,616 : INFO : EPOCH 15 - PROGRESS: at 80.40% examples, 224339 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:50:59,623 : INFO : EPOCH 15 - PROGRESS: at 80.51% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:00,631 : INFO : EPOCH 15 - PROGRESS: at 80.62% examples, 224334 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:01,641 : INFO : EPOCH 15 - PROGRESS: at 80.73% examples, 224326 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:02,652 : INFO : EPOCH 15 - PROGRESS: at 80.86% examples, 224338 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:03,660 : INFO : EPOCH 15 - PROGRESS: at 80.98% examples, 224349 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:04,665 : INFO : EPOCH 15 - PROGRESS: at 81.10% examples, 224335 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:05,723 : INFO : EPOCH 15 - PROGRESS: at 81.20% examples, 224340 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:06,727 : INFO : EPOCH 15 - PROGRESS: at 81.32% examples, 224336 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:07,734 : INFO : EPOCH 15 - PROGRESS: at 81.45% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:08,744 : INFO : EPOCH 15 - PROGRESS: at 81.56% examples, 224357 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:09,756 : INFO : EPOCH 15 - PROGRESS: at 81.66% examples, 224351 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:10,795 : INFO : EPOCH 15 - PROGRESS: at 81.78% examples, 224348 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:11,803 : INFO : EPOCH 15 - PROGRESS: at 81.90% examples, 224356 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:12,830 : INFO : EPOCH 15 - PROGRESS: at 82.04% examples, 224354 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:13,834 : INFO : EPOCH 15 - PROGRESS: at 82.15% examples, 224341 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:14,837 : INFO : EPOCH 15 - PROGRESS: at 82.29% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:15,875 : INFO : EPOCH 15 - PROGRESS: at 82.40% examples, 224345 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:16,888 : INFO : EPOCH 15 - PROGRESS: at 82.53% examples, 224355 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:17,888 : INFO : EPOCH 15 - PROGRESS: at 82.65% examples, 224357 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:18,892 : INFO : EPOCH 15 - PROGRESS: at 82.77% examples, 224351 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:19,930 : INFO : EPOCH 15 - PROGRESS: at 82.90% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:20,936 : INFO : EPOCH 15 - PROGRESS: at 83.01% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:22,034 : INFO : EPOCH 15 - PROGRESS: at 83.12% examples, 224345 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:23,036 : INFO : EPOCH 15 - PROGRESS: at 83.25% examples, 224357 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:24,054 : INFO : EPOCH 15 - PROGRESS: at 83.38% examples, 224350 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:25,103 : INFO : EPOCH 15 - PROGRESS: at 83.49% examples, 224347 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:26,119 : INFO : EPOCH 15 - PROGRESS: at 83.62% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:27,123 : INFO : EPOCH 15 - PROGRESS: at 83.75% examples, 224367 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:28,129 : INFO : EPOCH 15 - PROGRESS: at 83.89% examples, 224357 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:29,146 : INFO : EPOCH 15 - PROGRESS: at 84.02% examples, 224354 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:30,169 : INFO : EPOCH 15 - PROGRESS: at 84.14% examples, 224357 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:31,174 : INFO : EPOCH 15 - PROGRESS: at 84.27% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:32,180 : INFO : EPOCH 15 - PROGRESS: at 84.39% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:33,184 : INFO : EPOCH 15 - PROGRESS: at 84.50% examples, 224359 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:34,213 : INFO : EPOCH 15 - PROGRESS: at 84.63% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:35,224 : INFO : EPOCH 15 - PROGRESS: at 84.73% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:36,229 : INFO : EPOCH 15 - PROGRESS: at 84.84% examples, 224365 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:37,265 : INFO : EPOCH 15 - PROGRESS: at 84.96% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:38,266 : INFO : EPOCH 15 - PROGRESS: at 85.07% examples, 224368 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:39,298 : INFO : EPOCH 15 - PROGRESS: at 85.17% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:40,341 : INFO : EPOCH 15 - PROGRESS: at 85.31% examples, 224360 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:41,368 : INFO : EPOCH 15 - PROGRESS: at 85.41% examples, 224352 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:42,381 : INFO : EPOCH 15 - PROGRESS: at 85.52% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:43,402 : INFO : EPOCH 15 - PROGRESS: at 85.65% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:44,425 : INFO : EPOCH 15 - PROGRESS: at 85.77% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:45,445 : INFO : EPOCH 15 - PROGRESS: at 85.88% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:46,490 : INFO : EPOCH 15 - PROGRESS: at 86.01% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:47,520 : INFO : EPOCH 15 - PROGRESS: at 86.14% examples, 224356 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:51:48,537 : INFO : EPOCH 15 - PROGRESS: at 86.26% examples, 224358 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:49,556 : INFO : EPOCH 15 - PROGRESS: at 86.38% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:50,591 : INFO : EPOCH 15 - PROGRESS: at 86.50% examples, 224368 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:51,606 : INFO : EPOCH 15 - PROGRESS: at 86.64% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:52,612 : INFO : EPOCH 15 - PROGRESS: at 86.77% examples, 224370 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:53,652 : INFO : EPOCH 15 - PROGRESS: at 86.89% examples, 224361 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:54,719 : INFO : EPOCH 15 - PROGRESS: at 87.00% examples, 224363 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:55,738 : INFO : EPOCH 15 - PROGRESS: at 87.15% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:56,742 : INFO : EPOCH 15 - PROGRESS: at 87.27% examples, 224367 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:57,782 : INFO : EPOCH 15 - PROGRESS: at 87.40% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:58,782 : INFO : EPOCH 15 - PROGRESS: at 87.53% examples, 224369 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:51:59,880 : INFO : EPOCH 15 - PROGRESS: at 87.66% examples, 224362 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:00,916 : INFO : EPOCH 15 - PROGRESS: at 87.79% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:01,921 : INFO : EPOCH 15 - PROGRESS: at 87.91% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:02,946 : INFO : EPOCH 15 - PROGRESS: at 88.01% examples, 224367 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:03,952 : INFO : EPOCH 15 - PROGRESS: at 88.14% examples, 224374 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:04,971 : INFO : EPOCH 15 - PROGRESS: at 88.28% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:05,973 : INFO : EPOCH 15 - PROGRESS: at 88.40% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:06,999 : INFO : EPOCH 15 - PROGRESS: at 88.53% examples, 224367 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:08,061 : INFO : EPOCH 15 - PROGRESS: at 88.66% examples, 224366 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:09,087 : INFO : EPOCH 15 - PROGRESS: at 88.78% examples, 224378 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:10,104 : INFO : EPOCH 15 - PROGRESS: at 88.93% examples, 224381 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:11,154 : INFO : EPOCH 15 - PROGRESS: at 89.03% examples, 224379 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:12,193 : INFO : EPOCH 15 - PROGRESS: at 89.15% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:13,212 : INFO : EPOCH 15 - PROGRESS: at 89.30% examples, 224381 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:14,235 : INFO : EPOCH 15 - PROGRESS: at 89.43% examples, 224380 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:15,265 : INFO : EPOCH 15 - PROGRESS: at 89.54% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:16,332 : INFO : EPOCH 15 - PROGRESS: at 89.66% examples, 224370 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:17,361 : INFO : EPOCH 15 - PROGRESS: at 89.80% examples, 224380 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:18,399 : INFO : EPOCH 15 - PROGRESS: at 89.92% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:19,418 : INFO : EPOCH 15 - PROGRESS: at 90.05% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:20,449 : INFO : EPOCH 15 - PROGRESS: at 90.16% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:21,491 : INFO : EPOCH 15 - PROGRESS: at 90.27% examples, 224373 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:22,495 : INFO : EPOCH 15 - PROGRESS: at 90.39% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:23,501 : INFO : EPOCH 15 - PROGRESS: at 90.52% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:24,515 : INFO : EPOCH 15 - PROGRESS: at 90.64% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:25,525 : INFO : EPOCH 15 - PROGRESS: at 90.76% examples, 224371 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:26,528 : INFO : EPOCH 15 - PROGRESS: at 90.87% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:27,556 : INFO : EPOCH 15 - PROGRESS: at 90.98% examples, 224376 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:28,557 : INFO : EPOCH 15 - PROGRESS: at 91.10% examples, 224372 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:29,601 : INFO : EPOCH 15 - PROGRESS: at 91.22% examples, 224384 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:30,665 : INFO : EPOCH 15 - PROGRESS: at 91.35% examples, 224372 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:31,671 : INFO : EPOCH 15 - PROGRESS: at 91.47% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:32,681 : INFO : EPOCH 15 - PROGRESS: at 91.60% examples, 224379 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:33,697 : INFO : EPOCH 15 - PROGRESS: at 91.73% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:34,716 : INFO : EPOCH 15 - PROGRESS: at 91.84% examples, 224377 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:35,765 : INFO : EPOCH 15 - PROGRESS: at 91.97% examples, 224379 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:36,782 : INFO : EPOCH 15 - PROGRESS: at 92.09% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:37,799 : INFO : EPOCH 15 - PROGRESS: at 92.20% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:38,804 : INFO : EPOCH 15 - PROGRESS: at 92.34% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:39,815 : INFO : EPOCH 15 - PROGRESS: at 92.47% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:40,824 : INFO : EPOCH 15 - PROGRESS: at 92.60% examples, 224381 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:41,826 : INFO : EPOCH 15 - PROGRESS: at 92.72% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:42,836 : INFO : EPOCH 15 - PROGRESS: at 92.85% examples, 224385 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:43,865 : INFO : EPOCH 15 - PROGRESS: at 92.97% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:44,870 : INFO : EPOCH 15 - PROGRESS: at 93.09% examples, 224387 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:45,881 : INFO : EPOCH 15 - PROGRESS: at 93.20% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:46,916 : INFO : EPOCH 15 - PROGRESS: at 93.32% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:47,930 : INFO : EPOCH 15 - PROGRESS: at 93.44% examples, 224386 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:48,931 : INFO : EPOCH 15 - PROGRESS: at 93.57% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:49,939 : INFO : EPOCH 15 - PROGRESS: at 93.69% examples, 224399 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:50,946 : INFO : EPOCH 15 - PROGRESS: at 93.80% examples, 224383 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:51,967 : INFO : EPOCH 15 - PROGRESS: at 93.92% examples, 224388 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:53,005 : INFO : EPOCH 15 - PROGRESS: at 94.05% examples, 224389 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:52:54,059 : INFO : EPOCH 15 - PROGRESS: at 94.16% examples, 224392 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:55,064 : INFO : EPOCH 15 - PROGRESS: at 94.28% examples, 224382 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:56,103 : INFO : EPOCH 15 - PROGRESS: at 94.40% examples, 224375 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:57,114 : INFO : EPOCH 15 - PROGRESS: at 94.51% examples, 224364 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:58,143 : INFO : EPOCH 15 - PROGRESS: at 94.61% examples, 224348 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:52:59,182 : INFO : EPOCH 15 - PROGRESS: at 94.71% examples, 224310 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:00,245 : INFO : EPOCH 15 - PROGRESS: at 94.83% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:01,270 : INFO : EPOCH 15 - PROGRESS: at 94.95% examples, 224271 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:02,298 : INFO : EPOCH 15 - PROGRESS: at 95.08% examples, 224270 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:03,344 : INFO : EPOCH 15 - PROGRESS: at 95.21% examples, 224266 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:04,345 : INFO : EPOCH 15 - PROGRESS: at 95.32% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:05,398 : INFO : EPOCH 15 - PROGRESS: at 95.45% examples, 224274 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:06,455 : INFO : EPOCH 15 - PROGRESS: at 95.57% examples, 224272 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:07,481 : INFO : EPOCH 15 - PROGRESS: at 95.68% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:08,499 : INFO : EPOCH 15 - PROGRESS: at 95.81% examples, 224278 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:09,508 : INFO : EPOCH 15 - PROGRESS: at 95.93% examples, 224286 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:10,520 : INFO : EPOCH 15 - PROGRESS: at 96.05% examples, 224287 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:11,584 : INFO : EPOCH 15 - PROGRESS: at 96.16% examples, 224279 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:12,612 : INFO : EPOCH 15 - PROGRESS: at 96.27% examples, 224279 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:13,616 : INFO : EPOCH 15 - PROGRESS: at 96.39% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:14,637 : INFO : EPOCH 15 - PROGRESS: at 96.51% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:15,642 : INFO : EPOCH 15 - PROGRESS: at 96.64% examples, 224280 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:16,660 : INFO : EPOCH 15 - PROGRESS: at 96.79% examples, 224281 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:17,662 : INFO : EPOCH 15 - PROGRESS: at 96.93% examples, 224287 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:18,765 : INFO : EPOCH 15 - PROGRESS: at 97.06% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:19,797 : INFO : EPOCH 15 - PROGRESS: at 97.20% examples, 224273 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:20,824 : INFO : EPOCH 15 - PROGRESS: at 97.33% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:21,831 : INFO : EPOCH 15 - PROGRESS: at 97.46% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:22,858 : INFO : EPOCH 15 - PROGRESS: at 97.59% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:23,865 : INFO : EPOCH 15 - PROGRESS: at 97.70% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:24,878 : INFO : EPOCH 15 - PROGRESS: at 97.82% examples, 224272 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:25,896 : INFO : EPOCH 15 - PROGRESS: at 97.96% examples, 224276 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:26,897 : INFO : EPOCH 15 - PROGRESS: at 98.07% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:27,903 : INFO : EPOCH 15 - PROGRESS: at 98.21% examples, 224274 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:28,927 : INFO : EPOCH 15 - PROGRESS: at 98.35% examples, 224267 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:29,942 : INFO : EPOCH 15 - PROGRESS: at 98.48% examples, 224279 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:30,958 : INFO : EPOCH 15 - PROGRESS: at 98.59% examples, 224282 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:32,009 : INFO : EPOCH 15 - PROGRESS: at 98.70% examples, 224272 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:33,017 : INFO : EPOCH 15 - PROGRESS: at 98.83% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:34,023 : INFO : EPOCH 15 - PROGRESS: at 98.97% examples, 224285 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:35,023 : INFO : EPOCH 15 - PROGRESS: at 99.07% examples, 224285 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:36,034 : INFO : EPOCH 15 - PROGRESS: at 99.19% examples, 224283 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:37,071 : INFO : EPOCH 15 - PROGRESS: at 99.32% examples, 224277 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:38,119 : INFO : EPOCH 15 - PROGRESS: at 99.45% examples, 224275 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:39,138 : INFO : EPOCH 15 - PROGRESS: at 99.57% examples, 224279 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:40,152 : INFO : EPOCH 15 - PROGRESS: at 99.68% examples, 224284 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:41,211 : INFO : EPOCH 15 - PROGRESS: at 99.82% examples, 224279 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:42,220 : INFO : EPOCH 15 - PROGRESS: at 99.95% examples, 224286 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:42,587 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 16:53:42,602 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 16:53:42,619 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 16:53:42,630 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 16:53:42,631 : INFO : EPOCH - 15 : training on 246540407 raw words (186690826 effective words) took 832.3s, 224296 effective words/s
2020-07-16 16:53:43,637 : INFO : EPOCH 16 - PROGRESS: at 0.12% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:44,684 : INFO : EPOCH 16 - PROGRESS: at 0.27% examples, 217123 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:45,696 : INFO : EPOCH 16 - PROGRESS: at 0.40% examples, 221370 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:46,697 : INFO : EPOCH 16 - PROGRESS: at 0.53% examples, 222147 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:47,764 : INFO : EPOCH 16 - PROGRESS: at 0.64% examples, 220341 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:48,813 : INFO : EPOCH 16 - PROGRESS: at 0.76% examples, 220105 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:49,829 : INFO : EPOCH 16 - PROGRESS: at 0.89% examples, 221608 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:50,830 : INFO : EPOCH 16 - PROGRESS: at 1.00% examples, 220853 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:51,861 : INFO : EPOCH 16 - PROGRESS: at 1.11% examples, 221448 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:52,892 : INFO : EPOCH 16 - PROGRESS: at 1.23% examples, 221803 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:53,937 : INFO : EPOCH 16 - PROGRESS: at 1.35% examples, 222136 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:54,964 : INFO : EPOCH 16 - PROGRESS: at 1.47% examples, 221903 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:55,969 : INFO : EPOCH 16 - PROGRESS: at 1.61% examples, 222222 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:57,003 : INFO : EPOCH 16 - PROGRESS: at 1.73% examples, 222804 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:58,013 : INFO : EPOCH 16 - PROGRESS: at 1.86% examples, 222903 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:53:59,024 : INFO : EPOCH 16 - PROGRESS: at 1.99% examples, 222517 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:00,030 : INFO : EPOCH 16 - PROGRESS: at 2.10% examples, 223044 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:01,123 : INFO : EPOCH 16 - PROGRESS: at 2.22% examples, 222534 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:02,137 : INFO : EPOCH 16 - PROGRESS: at 2.34% examples, 223301 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:03,147 : INFO : EPOCH 16 - PROGRESS: at 2.46% examples, 223345 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:04,173 : INFO : EPOCH 16 - PROGRESS: at 2.57% examples, 222922 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:05,188 : INFO : EPOCH 16 - PROGRESS: at 2.70% examples, 223183 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:06,214 : INFO : EPOCH 16 - PROGRESS: at 2.83% examples, 223481 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:07,291 : INFO : EPOCH 16 - PROGRESS: at 2.95% examples, 222977 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:08,302 : INFO : EPOCH 16 - PROGRESS: at 3.08% examples, 223241 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:09,350 : INFO : EPOCH 16 - PROGRESS: at 3.19% examples, 223264 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:10,421 : INFO : EPOCH 16 - PROGRESS: at 3.31% examples, 223194 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:11,515 : INFO : EPOCH 16 - PROGRESS: at 3.44% examples, 223156 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:12,529 : INFO : EPOCH 16 - PROGRESS: at 3.57% examples, 223621 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:13,541 : INFO : EPOCH 16 - PROGRESS: at 3.70% examples, 223504 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:14,553 : INFO : EPOCH 16 - PROGRESS: at 3.83% examples, 223510 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:15,566 : INFO : EPOCH 16 - PROGRESS: at 3.95% examples, 223644 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:16,578 : INFO : EPOCH 16 - PROGRESS: at 4.05% examples, 223446 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:17,601 : INFO : EPOCH 16 - PROGRESS: at 4.17% examples, 223600 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:18,608 : INFO : EPOCH 16 - PROGRESS: at 4.29% examples, 223711 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:19,668 : INFO : EPOCH 16 - PROGRESS: at 4.41% examples, 223522 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:20,675 : INFO : EPOCH 16 - PROGRESS: at 4.53% examples, 223493 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:21,743 : INFO : EPOCH 16 - PROGRESS: at 4.67% examples, 223484 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:22,759 : INFO : EPOCH 16 - PROGRESS: at 4.78% examples, 223659 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:23,789 : INFO : EPOCH 16 - PROGRESS: at 4.91% examples, 223572 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:24,792 : INFO : EPOCH 16 - PROGRESS: at 5.03% examples, 223743 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:25,798 : INFO : EPOCH 16 - PROGRESS: at 5.15% examples, 223583 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:26,817 : INFO : EPOCH 16 - PROGRESS: at 5.26% examples, 223685 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:27,827 : INFO : EPOCH 16 - PROGRESS: at 5.37% examples, 223503 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:28,840 : INFO : EPOCH 16 - PROGRESS: at 5.50% examples, 223744 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:29,849 : INFO : EPOCH 16 - PROGRESS: at 5.62% examples, 223756 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:30,862 : INFO : EPOCH 16 - PROGRESS: at 5.76% examples, 223778 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:31,868 : INFO : EPOCH 16 - PROGRESS: at 5.89% examples, 223870 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:32,870 : INFO : EPOCH 16 - PROGRESS: at 5.99% examples, 223711 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:33,876 : INFO : EPOCH 16 - PROGRESS: at 6.12% examples, 223801 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:34,890 : INFO : EPOCH 16 - PROGRESS: at 6.24% examples, 223808 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:35,942 : INFO : EPOCH 16 - PROGRESS: at 6.38% examples, 223920 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:36,955 : INFO : EPOCH 16 - PROGRESS: at 6.48% examples, 223888 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:37,985 : INFO : EPOCH 16 - PROGRESS: at 6.60% examples, 223850 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:38,999 : INFO : EPOCH 16 - PROGRESS: at 6.71% examples, 223951 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:40,037 : INFO : EPOCH 16 - PROGRESS: at 6.83% examples, 223961 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:41,039 : INFO : EPOCH 16 - PROGRESS: at 6.95% examples, 223932 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:42,059 : INFO : EPOCH 16 - PROGRESS: at 7.08% examples, 223892 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:43,075 : INFO : EPOCH 16 - PROGRESS: at 7.21% examples, 223926 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:44,119 : INFO : EPOCH 16 - PROGRESS: at 7.34% examples, 223942 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:45,216 : INFO : EPOCH 16 - PROGRESS: at 7.47% examples, 223825 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:46,228 : INFO : EPOCH 16 - PROGRESS: at 7.61% examples, 224003 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:47,272 : INFO : EPOCH 16 - PROGRESS: at 7.72% examples, 223882 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:48,273 : INFO : EPOCH 16 - PROGRESS: at 7.84% examples, 223994 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:49,321 : INFO : EPOCH 16 - PROGRESS: at 7.97% examples, 223887 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:50,380 : INFO : EPOCH 16 - PROGRESS: at 8.08% examples, 223911 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:51,412 : INFO : EPOCH 16 - PROGRESS: at 8.21% examples, 223920 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:52,457 : INFO : EPOCH 16 - PROGRESS: at 8.32% examples, 223873 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:53,505 : INFO : EPOCH 16 - PROGRESS: at 8.45% examples, 223912 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:54,536 : INFO : EPOCH 16 - PROGRESS: at 8.58% examples, 223927 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:55,537 : INFO : EPOCH 16 - PROGRESS: at 8.71% examples, 224055 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:56,543 : INFO : EPOCH 16 - PROGRESS: at 8.83% examples, 223981 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:57,553 : INFO : EPOCH 16 - PROGRESS: at 8.94% examples, 224017 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:58,563 : INFO : EPOCH 16 - PROGRESS: at 9.05% examples, 223987 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:54:59,578 : INFO : EPOCH 16 - PROGRESS: at 9.19% examples, 223965 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:00,578 : INFO : EPOCH 16 - PROGRESS: at 9.32% examples, 224001 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:01,618 : INFO : EPOCH 16 - PROGRESS: at 9.44% examples, 224009 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:02,635 : INFO : EPOCH 16 - PROGRESS: at 9.55% examples, 224023 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:03,640 : INFO : EPOCH 16 - PROGRESS: at 9.68% examples, 224069 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:04,656 : INFO : EPOCH 16 - PROGRESS: at 9.78% examples, 223981 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:05,669 : INFO : EPOCH 16 - PROGRESS: at 9.90% examples, 224035 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:06,686 : INFO : EPOCH 16 - PROGRESS: at 10.03% examples, 224048 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:07,724 : INFO : EPOCH 16 - PROGRESS: at 10.17% examples, 224076 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:08,766 : INFO : EPOCH 16 - PROGRESS: at 10.30% examples, 224014 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:09,792 : INFO : EPOCH 16 - PROGRESS: at 10.43% examples, 224062 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:10,793 : INFO : EPOCH 16 - PROGRESS: at 10.55% examples, 224170 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:11,815 : INFO : EPOCH 16 - PROGRESS: at 10.67% examples, 224058 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:12,851 : INFO : EPOCH 16 - PROGRESS: at 10.79% examples, 224072 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:13,891 : INFO : EPOCH 16 - PROGRESS: at 10.91% examples, 224099 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:14,964 : INFO : EPOCH 16 - PROGRESS: at 11.04% examples, 224087 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:16,060 : INFO : EPOCH 16 - PROGRESS: at 11.17% examples, 224070 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:17,065 : INFO : EPOCH 16 - PROGRESS: at 11.31% examples, 224102 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:18,072 : INFO : EPOCH 16 - PROGRESS: at 11.42% examples, 224093 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:19,118 : INFO : EPOCH 16 - PROGRESS: at 11.53% examples, 224157 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:20,140 : INFO : EPOCH 16 - PROGRESS: at 11.65% examples, 224104 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:21,152 : INFO : EPOCH 16 - PROGRESS: at 11.78% examples, 224089 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:22,185 : INFO : EPOCH 16 - PROGRESS: at 11.91% examples, 224104 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:23,202 : INFO : EPOCH 16 - PROGRESS: at 12.04% examples, 224048 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:24,206 : INFO : EPOCH 16 - PROGRESS: at 12.17% examples, 224059 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:25,222 : INFO : EPOCH 16 - PROGRESS: at 12.29% examples, 224095 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:26,235 : INFO : EPOCH 16 - PROGRESS: at 12.41% examples, 224005 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:27,240 : INFO : EPOCH 16 - PROGRESS: at 12.52% examples, 224068 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:28,248 : INFO : EPOCH 16 - PROGRESS: at 12.64% examples, 224077 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:29,255 : INFO : EPOCH 16 - PROGRESS: at 12.77% examples, 224053 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:30,317 : INFO : EPOCH 16 - PROGRESS: at 12.90% examples, 224024 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:31,367 : INFO : EPOCH 16 - PROGRESS: at 13.05% examples, 224054 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:32,409 : INFO : EPOCH 16 - PROGRESS: at 13.18% examples, 224092 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:33,421 : INFO : EPOCH 16 - PROGRESS: at 13.33% examples, 224094 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:34,432 : INFO : EPOCH 16 - PROGRESS: at 13.43% examples, 224074 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:35,451 : INFO : EPOCH 16 - PROGRESS: at 13.57% examples, 224065 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:36,559 : INFO : EPOCH 16 - PROGRESS: at 13.67% examples, 223581 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:55:37,562 : INFO : EPOCH 16 - PROGRESS: at 13.75% examples, 223087 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:55:38,626 : INFO : EPOCH 16 - PROGRESS: at 13.82% examples, 222245 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:39,696 : INFO : EPOCH 16 - PROGRESS: at 13.89% examples, 221422 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:40,739 : INFO : EPOCH 16 - PROGRESS: at 13.97% examples, 220650 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:41,780 : INFO : EPOCH 16 - PROGRESS: at 14.06% examples, 219968 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:42,844 : INFO : EPOCH 16 - PROGRESS: at 14.13% examples, 219113 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:43,882 : INFO : EPOCH 16 - PROGRESS: at 14.21% examples, 218415 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:44,900 : INFO : EPOCH 16 - PROGRESS: at 14.29% examples, 217778 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:45,981 : INFO : EPOCH 16 - PROGRESS: at 14.43% examples, 217817 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:47,022 : INFO : EPOCH 16 - PROGRESS: at 14.56% examples, 217833 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:48,024 : INFO : EPOCH 16 - PROGRESS: at 14.68% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:49,066 : INFO : EPOCH 16 - PROGRESS: at 14.82% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:50,068 : INFO : EPOCH 16 - PROGRESS: at 14.94% examples, 218088 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:51,101 : INFO : EPOCH 16 - PROGRESS: at 15.07% examples, 218122 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:52,149 : INFO : EPOCH 16 - PROGRESS: at 15.20% examples, 218140 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:53,173 : INFO : EPOCH 16 - PROGRESS: at 15.33% examples, 218222 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:54,185 : INFO : EPOCH 16 - PROGRESS: at 15.45% examples, 218278 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:55,193 : INFO : EPOCH 16 - PROGRESS: at 15.56% examples, 218310 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:56,256 : INFO : EPOCH 16 - PROGRESS: at 15.70% examples, 218311 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:57,283 : INFO : EPOCH 16 - PROGRESS: at 15.84% examples, 218349 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:58,307 : INFO : EPOCH 16 - PROGRESS: at 15.97% examples, 218446 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:55:59,316 : INFO : EPOCH 16 - PROGRESS: at 16.09% examples, 218485 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:00,323 : INFO : EPOCH 16 - PROGRESS: at 16.21% examples, 218517 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:01,324 : INFO : EPOCH 16 - PROGRESS: at 16.33% examples, 218482 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:02,331 : INFO : EPOCH 16 - PROGRESS: at 16.46% examples, 218595 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:03,363 : INFO : EPOCH 16 - PROGRESS: at 16.58% examples, 218611 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:04,366 : INFO : EPOCH 16 - PROGRESS: at 16.70% examples, 218677 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:05,371 : INFO : EPOCH 16 - PROGRESS: at 16.82% examples, 218679 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:06,387 : INFO : EPOCH 16 - PROGRESS: at 16.96% examples, 218795 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:07,429 : INFO : EPOCH 16 - PROGRESS: at 17.08% examples, 218769 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:56:08,463 : INFO : EPOCH 16 - PROGRESS: at 17.18% examples, 218829 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:09,472 : INFO : EPOCH 16 - PROGRESS: at 17.29% examples, 218867 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:10,490 : INFO : EPOCH 16 - PROGRESS: at 17.42% examples, 218931 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:11,499 : INFO : EPOCH 16 - PROGRESS: at 17.54% examples, 218938 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:12,533 : INFO : EPOCH 16 - PROGRESS: at 17.65% examples, 219014 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:13,566 : INFO : EPOCH 16 - PROGRESS: at 17.78% examples, 219005 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:14,588 : INFO : EPOCH 16 - PROGRESS: at 17.91% examples, 219064 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:15,628 : INFO : EPOCH 16 - PROGRESS: at 18.03% examples, 219094 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:16,667 : INFO : EPOCH 16 - PROGRESS: at 18.17% examples, 219119 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:17,685 : INFO : EPOCH 16 - PROGRESS: at 18.28% examples, 219138 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:18,697 : INFO : EPOCH 16 - PROGRESS: at 18.40% examples, 219246 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:19,699 : INFO : EPOCH 16 - PROGRESS: at 18.52% examples, 219204 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:20,705 : INFO : EPOCH 16 - PROGRESS: at 18.64% examples, 219235 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:21,731 : INFO : EPOCH 16 - PROGRESS: at 18.75% examples, 219275 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:22,771 : INFO : EPOCH 16 - PROGRESS: at 18.88% examples, 219283 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:23,772 : INFO : EPOCH 16 - PROGRESS: at 18.99% examples, 219376 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:24,791 : INFO : EPOCH 16 - PROGRESS: at 19.11% examples, 219379 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:25,833 : INFO : EPOCH 16 - PROGRESS: at 19.24% examples, 219426 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:26,878 : INFO : EPOCH 16 - PROGRESS: at 19.36% examples, 219454 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:27,925 : INFO : EPOCH 16 - PROGRESS: at 19.48% examples, 219442 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:28,938 : INFO : EPOCH 16 - PROGRESS: at 19.61% examples, 219488 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:29,940 : INFO : EPOCH 16 - PROGRESS: at 19.74% examples, 219592 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:30,967 : INFO : EPOCH 16 - PROGRESS: at 19.83% examples, 219389 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:32,022 : INFO : EPOCH 16 - PROGRESS: at 19.93% examples, 219034 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:33,024 : INFO : EPOCH 16 - PROGRESS: at 20.01% examples, 218510 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:34,028 : INFO : EPOCH 16 - PROGRESS: at 20.08% examples, 218055 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:56:35,042 : INFO : EPOCH 16 - PROGRESS: at 20.16% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:36,064 : INFO : EPOCH 16 - PROGRESS: at 20.23% examples, 217025 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:37,065 : INFO : EPOCH 16 - PROGRESS: at 20.28% examples, 216478 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:56:38,183 : INFO : EPOCH 16 - PROGRESS: at 20.35% examples, 215875 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:39,208 : INFO : EPOCH 16 - PROGRESS: at 20.43% examples, 215430 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:40,240 : INFO : EPOCH 16 - PROGRESS: at 20.56% examples, 215482 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:41,251 : INFO : EPOCH 16 - PROGRESS: at 20.69% examples, 215559 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:42,253 : INFO : EPOCH 16 - PROGRESS: at 20.82% examples, 215579 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:43,265 : INFO : EPOCH 16 - PROGRESS: at 20.94% examples, 215653 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:44,289 : INFO : EPOCH 16 - PROGRESS: at 21.06% examples, 215698 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:45,334 : INFO : EPOCH 16 - PROGRESS: at 21.19% examples, 215717 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:46,397 : INFO : EPOCH 16 - PROGRESS: at 21.32% examples, 215781 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:47,402 : INFO : EPOCH 16 - PROGRESS: at 21.43% examples, 215871 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:48,434 : INFO : EPOCH 16 - PROGRESS: at 21.57% examples, 215885 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:49,452 : INFO : EPOCH 16 - PROGRESS: at 21.68% examples, 215916 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:50,466 : INFO : EPOCH 16 - PROGRESS: at 21.80% examples, 215959 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:51,511 : INFO : EPOCH 16 - PROGRESS: at 21.94% examples, 216043 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:52,519 : INFO : EPOCH 16 - PROGRESS: at 22.07% examples, 216085 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:53,574 : INFO : EPOCH 16 - PROGRESS: at 22.19% examples, 216116 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:54,629 : INFO : EPOCH 16 - PROGRESS: at 22.32% examples, 216153 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:55,657 : INFO : EPOCH 16 - PROGRESS: at 22.43% examples, 216196 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:56,659 : INFO : EPOCH 16 - PROGRESS: at 22.54% examples, 216282 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:57,694 : INFO : EPOCH 16 - PROGRESS: at 22.66% examples, 216328 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:58,696 : INFO : EPOCH 16 - PROGRESS: at 22.79% examples, 216397 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:56:59,733 : INFO : EPOCH 16 - PROGRESS: at 22.92% examples, 216386 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:00,787 : INFO : EPOCH 16 - PROGRESS: at 23.04% examples, 216444 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:01,800 : INFO : EPOCH 16 - PROGRESS: at 23.16% examples, 216460 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:02,808 : INFO : EPOCH 16 - PROGRESS: at 23.28% examples, 216522 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:03,843 : INFO : EPOCH 16 - PROGRESS: at 23.41% examples, 216567 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:04,863 : INFO : EPOCH 16 - PROGRESS: at 23.52% examples, 216599 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:57:05,943 : INFO : EPOCH 16 - PROGRESS: at 23.66% examples, 216609 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:06,972 : INFO : EPOCH 16 - PROGRESS: at 23.80% examples, 216662 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:07,975 : INFO : EPOCH 16 - PROGRESS: at 23.92% examples, 216722 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:08,997 : INFO : EPOCH 16 - PROGRESS: at 24.05% examples, 216765 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:10,076 : INFO : EPOCH 16 - PROGRESS: at 24.18% examples, 216772 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:11,141 : INFO : EPOCH 16 - PROGRESS: at 24.31% examples, 216812 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:12,175 : INFO : EPOCH 16 - PROGRESS: at 24.43% examples, 216864 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:13,232 : INFO : EPOCH 16 - PROGRESS: at 24.54% examples, 216897 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:14,305 : INFO : EPOCH 16 - PROGRESS: at 24.66% examples, 216930 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:15,309 : INFO : EPOCH 16 - PROGRESS: at 24.78% examples, 216940 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:16,341 : INFO : EPOCH 16 - PROGRESS: at 24.91% examples, 217006 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:17,359 : INFO : EPOCH 16 - PROGRESS: at 25.02% examples, 217014 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:18,394 : INFO : EPOCH 16 - PROGRESS: at 25.12% examples, 217050 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:19,405 : INFO : EPOCH 16 - PROGRESS: at 25.26% examples, 217098 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:20,450 : INFO : EPOCH 16 - PROGRESS: at 25.38% examples, 217128 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:21,476 : INFO : EPOCH 16 - PROGRESS: at 25.48% examples, 216937 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:22,490 : INFO : EPOCH 16 - PROGRESS: at 25.57% examples, 216672 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:23,585 : INFO : EPOCH 16 - PROGRESS: at 25.64% examples, 216248 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:24,596 : INFO : EPOCH 16 - PROGRESS: at 25.71% examples, 215912 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:25,681 : INFO : EPOCH 16 - PROGRESS: at 25.78% examples, 215476 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:26,785 : INFO : EPOCH 16 - PROGRESS: at 25.86% examples, 215174 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:27,825 : INFO : EPOCH 16 - PROGRESS: at 25.94% examples, 214855 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:28,884 : INFO : EPOCH 16 - PROGRESS: at 26.02% examples, 214471 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:29,990 : INFO : EPOCH 16 - PROGRESS: at 26.07% examples, 213887 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:57:31,085 : INFO : EPOCH 16 - PROGRESS: at 26.15% examples, 213382 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:57:32,112 : INFO : EPOCH 16 - PROGRESS: at 26.21% examples, 212921 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:33,148 : INFO : EPOCH 16 - PROGRESS: at 26.30% examples, 212732 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:34,170 : INFO : EPOCH 16 - PROGRESS: at 26.43% examples, 212803 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:35,197 : INFO : EPOCH 16 - PROGRESS: at 26.58% examples, 212849 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:36,220 : INFO : EPOCH 16 - PROGRESS: at 26.71% examples, 212897 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:37,237 : INFO : EPOCH 16 - PROGRESS: at 26.84% examples, 212972 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:38,270 : INFO : EPOCH 16 - PROGRESS: at 26.97% examples, 213001 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:39,329 : INFO : EPOCH 16 - PROGRESS: at 27.10% examples, 213046 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:40,336 : INFO : EPOCH 16 - PROGRESS: at 27.21% examples, 213094 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:41,377 : INFO : EPOCH 16 - PROGRESS: at 27.30% examples, 212881 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:42,377 : INFO : EPOCH 16 - PROGRESS: at 27.38% examples, 212611 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:57:43,431 : INFO : EPOCH 16 - PROGRESS: at 27.46% examples, 212285 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:44,469 : INFO : EPOCH 16 - PROGRESS: at 27.56% examples, 211965 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:45,482 : INFO : EPOCH 16 - PROGRESS: at 27.63% examples, 211668 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:46,567 : INFO : EPOCH 16 - PROGRESS: at 27.74% examples, 211482 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:57:47,569 : INFO : EPOCH 16 - PROGRESS: at 27.85% examples, 211395 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:57:48,583 : INFO : EPOCH 16 - PROGRESS: at 27.95% examples, 211288 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:49,593 : INFO : EPOCH 16 - PROGRESS: at 28.07% examples, 211152 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:50,604 : INFO : EPOCH 16 - PROGRESS: at 28.17% examples, 210999 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:51,614 : INFO : EPOCH 16 - PROGRESS: at 28.26% examples, 210893 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:52,628 : INFO : EPOCH 16 - PROGRESS: at 28.35% examples, 210750 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:53,671 : INFO : EPOCH 16 - PROGRESS: at 28.44% examples, 210613 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:54,697 : INFO : EPOCH 16 - PROGRESS: at 28.55% examples, 210491 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:55,755 : INFO : EPOCH 16 - PROGRESS: at 28.65% examples, 210357 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:56,791 : INFO : EPOCH 16 - PROGRESS: at 28.78% examples, 210328 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:57,827 : INFO : EPOCH 16 - PROGRESS: at 28.88% examples, 210169 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:58,842 : INFO : EPOCH 16 - PROGRESS: at 29.00% examples, 210092 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:57:59,847 : INFO : EPOCH 16 - PROGRESS: at 29.11% examples, 209961 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:00,851 : INFO : EPOCH 16 - PROGRESS: at 29.20% examples, 209847 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:01,872 : INFO : EPOCH 16 - PROGRESS: at 29.29% examples, 209706 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:58:02,892 : INFO : EPOCH 16 - PROGRESS: at 29.39% examples, 209594 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:03,969 : INFO : EPOCH 16 - PROGRESS: at 29.49% examples, 209446 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:58:04,971 : INFO : EPOCH 16 - PROGRESS: at 29.58% examples, 209332 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:05,998 : INFO : EPOCH 16 - PROGRESS: at 29.67% examples, 209173 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:07,050 : INFO : EPOCH 16 - PROGRESS: at 29.75% examples, 209052 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:58:08,051 : INFO : EPOCH 16 - PROGRESS: at 29.83% examples, 208982 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:09,056 : INFO : EPOCH 16 - PROGRESS: at 29.93% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:10,058 : INFO : EPOCH 16 - PROGRESS: at 30.00% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:11,133 : INFO : EPOCH 16 - PROGRESS: at 30.10% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:12,146 : INFO : EPOCH 16 - PROGRESS: at 30.21% examples, 208510 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:13,177 : INFO : EPOCH 16 - PROGRESS: at 30.30% examples, 208403 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:14,251 : INFO : EPOCH 16 - PROGRESS: at 30.39% examples, 208288 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:15,281 : INFO : EPOCH 16 - PROGRESS: at 30.48% examples, 208111 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:16,285 : INFO : EPOCH 16 - PROGRESS: at 30.55% examples, 207931 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:17,299 : INFO : EPOCH 16 - PROGRESS: at 30.66% examples, 207800 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:18,381 : INFO : EPOCH 16 - PROGRESS: at 30.77% examples, 207700 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:19,428 : INFO : EPOCH 16 - PROGRESS: at 30.86% examples, 207570 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:20,441 : INFO : EPOCH 16 - PROGRESS: at 30.97% examples, 207512 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:21,496 : INFO : EPOCH 16 - PROGRESS: at 31.08% examples, 207391 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:22,586 : INFO : EPOCH 16 - PROGRESS: at 31.18% examples, 207283 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:23,613 : INFO : EPOCH 16 - PROGRESS: at 31.27% examples, 207178 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:24,625 : INFO : EPOCH 16 - PROGRESS: at 31.37% examples, 207100 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:25,658 : INFO : EPOCH 16 - PROGRESS: at 31.48% examples, 207007 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:26,677 : INFO : EPOCH 16 - PROGRESS: at 31.59% examples, 206899 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:27,698 : INFO : EPOCH 16 - PROGRESS: at 31.68% examples, 206811 words/s, in_qsize 6, out_qsize 1
2020-07-16 16:58:28,701 : INFO : EPOCH 16 - PROGRESS: at 31.78% examples, 206751 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:29,723 : INFO : EPOCH 16 - PROGRESS: at 31.87% examples, 206647 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:30,733 : INFO : EPOCH 16 - PROGRESS: at 31.95% examples, 206546 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:31,748 : INFO : EPOCH 16 - PROGRESS: at 32.04% examples, 206473 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:32,750 : INFO : EPOCH 16 - PROGRESS: at 32.13% examples, 206396 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:33,798 : INFO : EPOCH 16 - PROGRESS: at 32.21% examples, 206301 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:34,838 : INFO : EPOCH 16 - PROGRESS: at 32.31% examples, 206198 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:35,838 : INFO : EPOCH 16 - PROGRESS: at 32.42% examples, 206132 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:36,843 : INFO : EPOCH 16 - PROGRESS: at 32.51% examples, 206049 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:37,867 : INFO : EPOCH 16 - PROGRESS: at 32.60% examples, 205969 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:38,873 : INFO : EPOCH 16 - PROGRESS: at 32.67% examples, 205870 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:39,875 : INFO : EPOCH 16 - PROGRESS: at 32.78% examples, 205752 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:40,896 : INFO : EPOCH 16 - PROGRESS: at 32.89% examples, 205692 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:41,900 : INFO : EPOCH 16 - PROGRESS: at 32.99% examples, 205586 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:43,016 : INFO : EPOCH 16 - PROGRESS: at 33.11% examples, 205497 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:44,041 : INFO : EPOCH 16 - PROGRESS: at 33.22% examples, 205427 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:45,079 : INFO : EPOCH 16 - PROGRESS: at 33.32% examples, 205319 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:46,181 : INFO : EPOCH 16 - PROGRESS: at 33.41% examples, 205212 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:58:47,219 : INFO : EPOCH 16 - PROGRESS: at 33.50% examples, 205153 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:48,244 : INFO : EPOCH 16 - PROGRESS: at 33.62% examples, 205078 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:49,328 : INFO : EPOCH 16 - PROGRESS: at 33.71% examples, 204976 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:50,357 : INFO : EPOCH 16 - PROGRESS: at 33.83% examples, 204934 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:51,365 : INFO : EPOCH 16 - PROGRESS: at 33.93% examples, 204856 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:52,410 : INFO : EPOCH 16 - PROGRESS: at 34.03% examples, 204763 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:53,473 : INFO : EPOCH 16 - PROGRESS: at 34.13% examples, 204683 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:54,543 : INFO : EPOCH 16 - PROGRESS: at 34.22% examples, 204608 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:55,546 : INFO : EPOCH 16 - PROGRESS: at 34.32% examples, 204540 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:56,610 : INFO : EPOCH 16 - PROGRESS: at 34.42% examples, 204452 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:57,625 : INFO : EPOCH 16 - PROGRESS: at 34.52% examples, 204386 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:58,663 : INFO : EPOCH 16 - PROGRESS: at 34.62% examples, 204290 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:58:59,669 : INFO : EPOCH 16 - PROGRESS: at 34.72% examples, 204242 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:00,699 : INFO : EPOCH 16 - PROGRESS: at 34.82% examples, 204139 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:01,709 : INFO : EPOCH 16 - PROGRESS: at 34.93% examples, 204081 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:02,754 : INFO : EPOCH 16 - PROGRESS: at 35.04% examples, 204006 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:03,781 : INFO : EPOCH 16 - PROGRESS: at 35.14% examples, 203940 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:04,813 : INFO : EPOCH 16 - PROGRESS: at 35.23% examples, 203851 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:05,822 : INFO : EPOCH 16 - PROGRESS: at 35.33% examples, 203767 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:06,850 : INFO : EPOCH 16 - PROGRESS: at 35.42% examples, 203679 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:07,852 : INFO : EPOCH 16 - PROGRESS: at 35.53% examples, 203640 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:08,879 : INFO : EPOCH 16 - PROGRESS: at 35.62% examples, 203554 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:09,926 : INFO : EPOCH 16 - PROGRESS: at 35.71% examples, 203485 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:10,945 : INFO : EPOCH 16 - PROGRESS: at 35.81% examples, 203411 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:11,949 : INFO : EPOCH 16 - PROGRESS: at 35.89% examples, 203320 words/s, in_qsize 8, out_qsize 1
2020-07-16 16:59:12,955 : INFO : EPOCH 16 - PROGRESS: at 35.98% examples, 203264 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:13,969 : INFO : EPOCH 16 - PROGRESS: at 36.08% examples, 203188 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:15,049 : INFO : EPOCH 16 - PROGRESS: at 36.20% examples, 203115 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:59:16,070 : INFO : EPOCH 16 - PROGRESS: at 36.29% examples, 203036 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:17,072 : INFO : EPOCH 16 - PROGRESS: at 36.38% examples, 202970 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:18,125 : INFO : EPOCH 16 - PROGRESS: at 36.48% examples, 202875 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:19,138 : INFO : EPOCH 16 - PROGRESS: at 36.56% examples, 202810 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:20,172 : INFO : EPOCH 16 - PROGRESS: at 36.66% examples, 202762 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:21,188 : INFO : EPOCH 16 - PROGRESS: at 36.75% examples, 202687 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:22,192 : INFO : EPOCH 16 - PROGRESS: at 36.84% examples, 202630 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:23,209 : INFO : EPOCH 16 - PROGRESS: at 36.93% examples, 202551 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:24,226 : INFO : EPOCH 16 - PROGRESS: at 37.02% examples, 202482 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:59:25,239 : INFO : EPOCH 16 - PROGRESS: at 37.13% examples, 202438 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:26,252 : INFO : EPOCH 16 - PROGRESS: at 37.23% examples, 202381 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:59:27,285 : INFO : EPOCH 16 - PROGRESS: at 37.33% examples, 202298 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:28,363 : INFO : EPOCH 16 - PROGRESS: at 37.44% examples, 202235 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:29,409 : INFO : EPOCH 16 - PROGRESS: at 37.55% examples, 202170 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:30,421 : INFO : EPOCH 16 - PROGRESS: at 37.65% examples, 202119 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:31,444 : INFO : EPOCH 16 - PROGRESS: at 37.75% examples, 202024 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:32,491 : INFO : EPOCH 16 - PROGRESS: at 37.86% examples, 201980 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:33,494 : INFO : EPOCH 16 - PROGRESS: at 37.95% examples, 201918 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:34,593 : INFO : EPOCH 16 - PROGRESS: at 38.05% examples, 201856 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:59:35,648 : INFO : EPOCH 16 - PROGRESS: at 38.16% examples, 201786 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:36,676 : INFO : EPOCH 16 - PROGRESS: at 38.24% examples, 201735 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:37,685 : INFO : EPOCH 16 - PROGRESS: at 38.34% examples, 201682 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:59:38,707 : INFO : EPOCH 16 - PROGRESS: at 38.44% examples, 201658 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:39,735 : INFO : EPOCH 16 - PROGRESS: at 38.53% examples, 201583 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:40,837 : INFO : EPOCH 16 - PROGRESS: at 38.64% examples, 201496 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:41,885 : INFO : EPOCH 16 - PROGRESS: at 38.74% examples, 201454 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:42,925 : INFO : EPOCH 16 - PROGRESS: at 38.83% examples, 201395 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:43,996 : INFO : EPOCH 16 - PROGRESS: at 38.93% examples, 201311 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:45,026 : INFO : EPOCH 16 - PROGRESS: at 39.05% examples, 201265 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:46,028 : INFO : EPOCH 16 - PROGRESS: at 39.15% examples, 201189 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:47,049 : INFO : EPOCH 16 - PROGRESS: at 39.24% examples, 201143 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:48,099 : INFO : EPOCH 16 - PROGRESS: at 39.33% examples, 201082 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:49,128 : INFO : EPOCH 16 - PROGRESS: at 39.43% examples, 201006 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:50,143 : INFO : EPOCH 16 - PROGRESS: at 39.53% examples, 200946 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:51,148 : INFO : EPOCH 16 - PROGRESS: at 39.63% examples, 200876 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:52,195 : INFO : EPOCH 16 - PROGRESS: at 39.72% examples, 200804 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:59:53,262 : INFO : EPOCH 16 - PROGRESS: at 39.84% examples, 200754 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:54,331 : INFO : EPOCH 16 - PROGRESS: at 39.93% examples, 200701 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:55,361 : INFO : EPOCH 16 - PROGRESS: at 40.03% examples, 200658 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:56,404 : INFO : EPOCH 16 - PROGRESS: at 40.13% examples, 200593 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:57,416 : INFO : EPOCH 16 - PROGRESS: at 40.22% examples, 200541 words/s, in_qsize 7, out_qsize 0
2020-07-16 16:59:58,437 : INFO : EPOCH 16 - PROGRESS: at 40.32% examples, 200511 words/s, in_qsize 8, out_qsize 0
2020-07-16 16:59:59,496 : INFO : EPOCH 16 - PROGRESS: at 40.42% examples, 200445 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:00,572 : INFO : EPOCH 16 - PROGRESS: at 40.51% examples, 200366 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:01,575 : INFO : EPOCH 16 - PROGRESS: at 40.63% examples, 200364 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:02,586 : INFO : EPOCH 16 - PROGRESS: at 40.72% examples, 200297 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:03,642 : INFO : EPOCH 16 - PROGRESS: at 40.83% examples, 200225 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:00:04,657 : INFO : EPOCH 16 - PROGRESS: at 40.92% examples, 200162 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:00:05,662 : INFO : EPOCH 16 - PROGRESS: at 41.02% examples, 200137 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:06,726 : INFO : EPOCH 16 - PROGRESS: at 41.12% examples, 200060 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:00:07,801 : INFO : EPOCH 16 - PROGRESS: at 41.21% examples, 199987 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:08,812 : INFO : EPOCH 16 - PROGRESS: at 41.31% examples, 199956 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:09,813 : INFO : EPOCH 16 - PROGRESS: at 41.39% examples, 199893 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:10,819 : INFO : EPOCH 16 - PROGRESS: at 41.48% examples, 199863 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:11,821 : INFO : EPOCH 16 - PROGRESS: at 41.57% examples, 199795 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:00:12,831 : INFO : EPOCH 16 - PROGRESS: at 41.67% examples, 199750 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:13,831 : INFO : EPOCH 16 - PROGRESS: at 41.77% examples, 199714 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:14,869 : INFO : EPOCH 16 - PROGRESS: at 41.86% examples, 199658 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:15,927 : INFO : EPOCH 16 - PROGRESS: at 41.96% examples, 199591 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:16,957 : INFO : EPOCH 16 - PROGRESS: at 42.06% examples, 199550 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:17,994 : INFO : EPOCH 16 - PROGRESS: at 42.17% examples, 199513 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:19,000 : INFO : EPOCH 16 - PROGRESS: at 42.27% examples, 199474 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:20,023 : INFO : EPOCH 16 - PROGRESS: at 42.38% examples, 199431 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:00:21,076 : INFO : EPOCH 16 - PROGRESS: at 42.48% examples, 199383 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:22,125 : INFO : EPOCH 16 - PROGRESS: at 42.59% examples, 199340 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:23,150 : INFO : EPOCH 16 - PROGRESS: at 42.70% examples, 199303 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:24,166 : INFO : EPOCH 16 - PROGRESS: at 42.78% examples, 199230 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:25,193 : INFO : EPOCH 16 - PROGRESS: at 42.87% examples, 199178 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:00:26,221 : INFO : EPOCH 16 - PROGRESS: at 42.98% examples, 199125 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:27,227 : INFO : EPOCH 16 - PROGRESS: at 43.07% examples, 199087 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:00:28,242 : INFO : EPOCH 16 - PROGRESS: at 43.16% examples, 199036 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:29,284 : INFO : EPOCH 16 - PROGRESS: at 43.25% examples, 198967 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:30,373 : INFO : EPOCH 16 - PROGRESS: at 43.35% examples, 198925 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:31,450 : INFO : EPOCH 16 - PROGRESS: at 43.47% examples, 198877 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:00:32,478 : INFO : EPOCH 16 - PROGRESS: at 43.58% examples, 198855 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:33,498 : INFO : EPOCH 16 - PROGRESS: at 43.66% examples, 198816 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:34,519 : INFO : EPOCH 16 - PROGRESS: at 43.76% examples, 198760 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:35,539 : INFO : EPOCH 16 - PROGRESS: at 43.87% examples, 198719 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:36,575 : INFO : EPOCH 16 - PROGRESS: at 43.97% examples, 198677 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:37,637 : INFO : EPOCH 16 - PROGRESS: at 44.06% examples, 198642 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:38,676 : INFO : EPOCH 16 - PROGRESS: at 44.17% examples, 198612 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:39,685 : INFO : EPOCH 16 - PROGRESS: at 44.29% examples, 198582 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:40,804 : INFO : EPOCH 16 - PROGRESS: at 44.38% examples, 198502 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:41,810 : INFO : EPOCH 16 - PROGRESS: at 44.48% examples, 198482 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:42,811 : INFO : EPOCH 16 - PROGRESS: at 44.59% examples, 198436 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:43,837 : INFO : EPOCH 16 - PROGRESS: at 44.69% examples, 198413 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:44,949 : INFO : EPOCH 16 - PROGRESS: at 44.79% examples, 198326 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:00:45,956 : INFO : EPOCH 16 - PROGRESS: at 44.92% examples, 198308 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:46,991 : INFO : EPOCH 16 - PROGRESS: at 45.00% examples, 198277 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:48,021 : INFO : EPOCH 16 - PROGRESS: at 45.11% examples, 198237 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:49,038 : INFO : EPOCH 16 - PROGRESS: at 45.22% examples, 198202 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:50,042 : INFO : EPOCH 16 - PROGRESS: at 45.32% examples, 198160 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:51,094 : INFO : EPOCH 16 - PROGRESS: at 45.40% examples, 198103 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:52,097 : INFO : EPOCH 16 - PROGRESS: at 45.52% examples, 198088 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:53,098 : INFO : EPOCH 16 - PROGRESS: at 45.60% examples, 198029 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:54,119 : INFO : EPOCH 16 - PROGRESS: at 45.69% examples, 198011 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:55,140 : INFO : EPOCH 16 - PROGRESS: at 45.78% examples, 197984 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:56,143 : INFO : EPOCH 16 - PROGRESS: at 45.89% examples, 197943 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:57,163 : INFO : EPOCH 16 - PROGRESS: at 45.99% examples, 197908 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:58,195 : INFO : EPOCH 16 - PROGRESS: at 46.07% examples, 197847 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:00:59,209 : INFO : EPOCH 16 - PROGRESS: at 46.17% examples, 197816 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:00,249 : INFO : EPOCH 16 - PROGRESS: at 46.26% examples, 197768 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:01,311 : INFO : EPOCH 16 - PROGRESS: at 46.35% examples, 197695 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:02,322 : INFO : EPOCH 16 - PROGRESS: at 46.45% examples, 197673 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:03,349 : INFO : EPOCH 16 - PROGRESS: at 46.56% examples, 197639 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:04,349 : INFO : EPOCH 16 - PROGRESS: at 46.65% examples, 197614 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:05,390 : INFO : EPOCH 16 - PROGRESS: at 46.75% examples, 197567 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:06,397 : INFO : EPOCH 16 - PROGRESS: at 46.84% examples, 197524 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:07,407 : INFO : EPOCH 16 - PROGRESS: at 46.93% examples, 197487 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:08,456 : INFO : EPOCH 16 - PROGRESS: at 47.02% examples, 197453 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:09,496 : INFO : EPOCH 16 - PROGRESS: at 47.13% examples, 197417 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:10,513 : INFO : EPOCH 16 - PROGRESS: at 47.23% examples, 197395 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:11,531 : INFO : EPOCH 16 - PROGRESS: at 47.32% examples, 197341 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:12,545 : INFO : EPOCH 16 - PROGRESS: at 47.41% examples, 197298 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:13,607 : INFO : EPOCH 16 - PROGRESS: at 47.52% examples, 197257 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:14,617 : INFO : EPOCH 16 - PROGRESS: at 47.62% examples, 197233 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:15,738 : INFO : EPOCH 16 - PROGRESS: at 47.73% examples, 197172 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:16,780 : INFO : EPOCH 16 - PROGRESS: at 47.85% examples, 197142 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:17,802 : INFO : EPOCH 16 - PROGRESS: at 47.96% examples, 197119 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:18,825 : INFO : EPOCH 16 - PROGRESS: at 48.05% examples, 197060 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:19,836 : INFO : EPOCH 16 - PROGRESS: at 48.16% examples, 197038 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:01:20,841 : INFO : EPOCH 16 - PROGRESS: at 48.26% examples, 197011 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:21,868 : INFO : EPOCH 16 - PROGRESS: at 48.38% examples, 196959 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:22,895 : INFO : EPOCH 16 - PROGRESS: at 48.48% examples, 196904 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:23,985 : INFO : EPOCH 16 - PROGRESS: at 48.59% examples, 196862 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:25,003 : INFO : EPOCH 16 - PROGRESS: at 48.70% examples, 196852 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:26,014 : INFO : EPOCH 16 - PROGRESS: at 48.79% examples, 196817 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:27,028 : INFO : EPOCH 16 - PROGRESS: at 48.88% examples, 196764 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:28,128 : INFO : EPOCH 16 - PROGRESS: at 48.97% examples, 196715 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:29,136 : INFO : EPOCH 16 - PROGRESS: at 49.10% examples, 196718 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:30,203 : INFO : EPOCH 16 - PROGRESS: at 49.20% examples, 196675 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:31,225 : INFO : EPOCH 16 - PROGRESS: at 49.30% examples, 196672 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:32,225 : INFO : EPOCH 16 - PROGRESS: at 49.40% examples, 196621 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:33,227 : INFO : EPOCH 16 - PROGRESS: at 49.51% examples, 196605 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:34,333 : INFO : EPOCH 16 - PROGRESS: at 49.61% examples, 196568 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:35,343 : INFO : EPOCH 16 - PROGRESS: at 49.71% examples, 196548 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:36,356 : INFO : EPOCH 16 - PROGRESS: at 49.80% examples, 196516 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:37,362 : INFO : EPOCH 16 - PROGRESS: at 49.90% examples, 196477 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:38,375 : INFO : EPOCH 16 - PROGRESS: at 50.00% examples, 196450 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:39,432 : INFO : EPOCH 16 - PROGRESS: at 50.09% examples, 196417 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:40,464 : INFO : EPOCH 16 - PROGRESS: at 50.19% examples, 196390 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:41,473 : INFO : EPOCH 16 - PROGRESS: at 50.29% examples, 196379 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:42,479 : INFO : EPOCH 16 - PROGRESS: at 50.39% examples, 196346 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:43,531 : INFO : EPOCH 16 - PROGRESS: at 50.48% examples, 196297 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:01:44,584 : INFO : EPOCH 16 - PROGRESS: at 50.58% examples, 196278 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:45,586 : INFO : EPOCH 16 - PROGRESS: at 50.70% examples, 196264 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:46,589 : INFO : EPOCH 16 - PROGRESS: at 50.81% examples, 196250 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:47,602 : INFO : EPOCH 16 - PROGRESS: at 50.91% examples, 196211 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:48,630 : INFO : EPOCH 16 - PROGRESS: at 51.02% examples, 196182 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:49,696 : INFO : EPOCH 16 - PROGRESS: at 51.12% examples, 196173 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:50,729 : INFO : EPOCH 16 - PROGRESS: at 51.23% examples, 196159 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:51,786 : INFO : EPOCH 16 - PROGRESS: at 51.34% examples, 196123 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:01:52,847 : INFO : EPOCH 16 - PROGRESS: at 51.44% examples, 196093 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:53,881 : INFO : EPOCH 16 - PROGRESS: at 51.56% examples, 196064 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:54,898 : INFO : EPOCH 16 - PROGRESS: at 51.67% examples, 196070 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:55,904 : INFO : EPOCH 16 - PROGRESS: at 51.76% examples, 196014 words/s, in_qsize 7, out_qsize 2
2020-07-16 17:01:56,922 : INFO : EPOCH 16 - PROGRESS: at 51.85% examples, 195991 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:57,959 : INFO : EPOCH 16 - PROGRESS: at 51.94% examples, 195936 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:01:58,981 : INFO : EPOCH 16 - PROGRESS: at 52.05% examples, 195914 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:01:59,997 : INFO : EPOCH 16 - PROGRESS: at 52.14% examples, 195891 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:01,026 : INFO : EPOCH 16 - PROGRESS: at 52.24% examples, 195841 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:02:02,033 : INFO : EPOCH 16 - PROGRESS: at 52.34% examples, 195815 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:03,060 : INFO : EPOCH 16 - PROGRESS: at 52.41% examples, 195692 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:04,091 : INFO : EPOCH 16 - PROGRESS: at 52.50% examples, 195621 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:05,124 : INFO : EPOCH 16 - PROGRESS: at 52.60% examples, 195611 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:06,134 : INFO : EPOCH 16 - PROGRESS: at 52.68% examples, 195578 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:07,139 : INFO : EPOCH 16 - PROGRESS: at 52.80% examples, 195566 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:08,149 : INFO : EPOCH 16 - PROGRESS: at 52.90% examples, 195537 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:09,210 : INFO : EPOCH 16 - PROGRESS: at 53.01% examples, 195505 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:10,231 : INFO : EPOCH 16 - PROGRESS: at 53.11% examples, 195488 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:11,248 : INFO : EPOCH 16 - PROGRESS: at 53.19% examples, 195436 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:12,357 : INFO : EPOCH 16 - PROGRESS: at 53.29% examples, 195404 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:02:13,381 : INFO : EPOCH 16 - PROGRESS: at 53.39% examples, 195403 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:14,452 : INFO : EPOCH 16 - PROGRESS: at 53.51% examples, 195366 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:15,476 : INFO : EPOCH 16 - PROGRESS: at 53.61% examples, 195350 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:16,520 : INFO : EPOCH 16 - PROGRESS: at 53.70% examples, 195334 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:17,529 : INFO : EPOCH 16 - PROGRESS: at 53.80% examples, 195313 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:18,538 : INFO : EPOCH 16 - PROGRESS: at 53.89% examples, 195286 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:19,603 : INFO : EPOCH 16 - PROGRESS: at 54.00% examples, 195274 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:20,603 : INFO : EPOCH 16 - PROGRESS: at 54.11% examples, 195248 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:21,622 : INFO : EPOCH 16 - PROGRESS: at 54.18% examples, 195220 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:22,665 : INFO : EPOCH 16 - PROGRESS: at 54.27% examples, 195183 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:23,681 : INFO : EPOCH 16 - PROGRESS: at 54.37% examples, 195172 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:24,690 : INFO : EPOCH 16 - PROGRESS: at 54.47% examples, 195164 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:25,693 : INFO : EPOCH 16 - PROGRESS: at 54.56% examples, 195143 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:26,694 : INFO : EPOCH 16 - PROGRESS: at 54.66% examples, 195135 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:27,719 : INFO : EPOCH 16 - PROGRESS: at 54.76% examples, 195114 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:28,775 : INFO : EPOCH 16 - PROGRESS: at 54.85% examples, 195076 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:29,780 : INFO : EPOCH 16 - PROGRESS: at 54.95% examples, 195064 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:30,803 : INFO : EPOCH 16 - PROGRESS: at 55.06% examples, 195055 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:31,818 : INFO : EPOCH 16 - PROGRESS: at 55.18% examples, 195038 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:32,831 : INFO : EPOCH 16 - PROGRESS: at 55.27% examples, 195007 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:02:33,839 : INFO : EPOCH 16 - PROGRESS: at 55.38% examples, 194984 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:02:34,887 : INFO : EPOCH 16 - PROGRESS: at 55.49% examples, 194978 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:35,910 : INFO : EPOCH 16 - PROGRESS: at 55.56% examples, 194954 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:36,938 : INFO : EPOCH 16 - PROGRESS: at 55.66% examples, 194935 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:37,942 : INFO : EPOCH 16 - PROGRESS: at 55.75% examples, 194896 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:38,953 : INFO : EPOCH 16 - PROGRESS: at 55.85% examples, 194890 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:40,035 : INFO : EPOCH 16 - PROGRESS: at 55.97% examples, 194867 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:41,056 : INFO : EPOCH 16 - PROGRESS: at 56.07% examples, 194853 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:42,124 : INFO : EPOCH 16 - PROGRESS: at 56.19% examples, 194812 words/s, in_qsize 8, out_qsize 2
2020-07-16 17:02:43,165 : INFO : EPOCH 16 - PROGRESS: at 56.28% examples, 194805 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:02:44,169 : INFO : EPOCH 16 - PROGRESS: at 56.37% examples, 194776 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:45,197 : INFO : EPOCH 16 - PROGRESS: at 56.47% examples, 194769 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:46,212 : INFO : EPOCH 16 - PROGRESS: at 56.56% examples, 194745 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:47,226 : INFO : EPOCH 16 - PROGRESS: at 56.67% examples, 194709 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:48,265 : INFO : EPOCH 16 - PROGRESS: at 56.78% examples, 194707 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:49,265 : INFO : EPOCH 16 - PROGRESS: at 56.87% examples, 194695 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:02:50,276 : INFO : EPOCH 16 - PROGRESS: at 56.98% examples, 194669 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:51,394 : INFO : EPOCH 16 - PROGRESS: at 57.08% examples, 194632 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:52,458 : INFO : EPOCH 16 - PROGRESS: at 57.19% examples, 194614 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:53,471 : INFO : EPOCH 16 - PROGRESS: at 57.28% examples, 194607 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:54,502 : INFO : EPOCH 16 - PROGRESS: at 57.37% examples, 194583 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:55,525 : INFO : EPOCH 16 - PROGRESS: at 57.48% examples, 194569 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:56,592 : INFO : EPOCH 16 - PROGRESS: at 57.58% examples, 194543 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:57,623 : INFO : EPOCH 16 - PROGRESS: at 57.69% examples, 194519 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:02:58,662 : INFO : EPOCH 16 - PROGRESS: at 57.81% examples, 194511 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:02:59,668 : INFO : EPOCH 16 - PROGRESS: at 57.89% examples, 194491 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:00,699 : INFO : EPOCH 16 - PROGRESS: at 57.98% examples, 194465 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:01,713 : INFO : EPOCH 16 - PROGRESS: at 58.08% examples, 194444 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:02,723 : INFO : EPOCH 16 - PROGRESS: at 58.19% examples, 194417 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:03,733 : INFO : EPOCH 16 - PROGRESS: at 58.31% examples, 194411 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:04,739 : INFO : EPOCH 16 - PROGRESS: at 58.41% examples, 194396 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:03:05,778 : INFO : EPOCH 16 - PROGRESS: at 58.51% examples, 194364 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:06,874 : INFO : EPOCH 16 - PROGRESS: at 58.61% examples, 194323 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:07,929 : INFO : EPOCH 16 - PROGRESS: at 58.71% examples, 194304 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:03:08,944 : INFO : EPOCH 16 - PROGRESS: at 58.80% examples, 194286 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:10,000 : INFO : EPOCH 16 - PROGRESS: at 58.91% examples, 194272 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:03:11,063 : INFO : EPOCH 16 - PROGRESS: at 59.04% examples, 194260 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:12,064 : INFO : EPOCH 16 - PROGRESS: at 59.13% examples, 194236 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:13,115 : INFO : EPOCH 16 - PROGRESS: at 59.25% examples, 194221 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:14,144 : INFO : EPOCH 16 - PROGRESS: at 59.35% examples, 194205 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:15,149 : INFO : EPOCH 16 - PROGRESS: at 59.47% examples, 194192 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:16,151 : INFO : EPOCH 16 - PROGRESS: at 59.57% examples, 194174 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:17,160 : INFO : EPOCH 16 - PROGRESS: at 59.67% examples, 194156 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:18,201 : INFO : EPOCH 16 - PROGRESS: at 59.78% examples, 194132 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:19,253 : INFO : EPOCH 16 - PROGRESS: at 59.90% examples, 194122 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:20,254 : INFO : EPOCH 16 - PROGRESS: at 60.00% examples, 194106 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:21,300 : INFO : EPOCH 16 - PROGRESS: at 60.08% examples, 194080 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:22,333 : INFO : EPOCH 16 - PROGRESS: at 60.20% examples, 194062 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:23,349 : INFO : EPOCH 16 - PROGRESS: at 60.30% examples, 194050 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:24,370 : INFO : EPOCH 16 - PROGRESS: at 60.40% examples, 194040 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:03:25,421 : INFO : EPOCH 16 - PROGRESS: at 60.51% examples, 194014 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:26,448 : INFO : EPOCH 16 - PROGRESS: at 60.61% examples, 193994 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:27,465 : INFO : EPOCH 16 - PROGRESS: at 60.70% examples, 193971 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:28,480 : INFO : EPOCH 16 - PROGRESS: at 60.81% examples, 193957 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:29,490 : INFO : EPOCH 16 - PROGRESS: at 60.90% examples, 193925 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:30,494 : INFO : EPOCH 16 - PROGRESS: at 61.01% examples, 193914 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:31,495 : INFO : EPOCH 16 - PROGRESS: at 61.12% examples, 193905 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:32,502 : INFO : EPOCH 16 - PROGRESS: at 61.21% examples, 193881 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:33,524 : INFO : EPOCH 16 - PROGRESS: at 61.31% examples, 193866 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:34,579 : INFO : EPOCH 16 - PROGRESS: at 61.43% examples, 193841 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:35,600 : INFO : EPOCH 16 - PROGRESS: at 61.54% examples, 193833 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:36,672 : INFO : EPOCH 16 - PROGRESS: at 61.64% examples, 193817 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:37,689 : INFO : EPOCH 16 - PROGRESS: at 61.73% examples, 193802 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:38,699 : INFO : EPOCH 16 - PROGRESS: at 61.82% examples, 193786 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:39,755 : INFO : EPOCH 16 - PROGRESS: at 61.93% examples, 193769 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:03:40,797 : INFO : EPOCH 16 - PROGRESS: at 62.03% examples, 193764 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:41,809 : INFO : EPOCH 16 - PROGRESS: at 62.13% examples, 193735 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:03:42,849 : INFO : EPOCH 16 - PROGRESS: at 62.23% examples, 193711 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:03:43,856 : INFO : EPOCH 16 - PROGRESS: at 62.34% examples, 193709 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:44,869 : INFO : EPOCH 16 - PROGRESS: at 62.42% examples, 193667 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:45,942 : INFO : EPOCH 16 - PROGRESS: at 62.56% examples, 193662 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:46,948 : INFO : EPOCH 16 - PROGRESS: at 62.65% examples, 193662 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:47,949 : INFO : EPOCH 16 - PROGRESS: at 62.73% examples, 193647 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:48,976 : INFO : EPOCH 16 - PROGRESS: at 62.82% examples, 193622 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:50,005 : INFO : EPOCH 16 - PROGRESS: at 62.93% examples, 193606 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:51,081 : INFO : EPOCH 16 - PROGRESS: at 63.02% examples, 193581 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:52,104 : INFO : EPOCH 16 - PROGRESS: at 63.11% examples, 193558 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:53,157 : INFO : EPOCH 16 - PROGRESS: at 63.22% examples, 193536 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:03:54,204 : INFO : EPOCH 16 - PROGRESS: at 63.31% examples, 193525 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:55,204 : INFO : EPOCH 16 - PROGRESS: at 63.41% examples, 193504 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:56,215 : INFO : EPOCH 16 - PROGRESS: at 63.50% examples, 193489 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:57,220 : INFO : EPOCH 16 - PROGRESS: at 63.60% examples, 193470 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:03:58,223 : INFO : EPOCH 16 - PROGRESS: at 63.71% examples, 193459 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:03:59,233 : INFO : EPOCH 16 - PROGRESS: at 63.82% examples, 193450 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:04:00,240 : INFO : EPOCH 16 - PROGRESS: at 63.92% examples, 193428 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:01,267 : INFO : EPOCH 16 - PROGRESS: at 64.02% examples, 193409 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:02,268 : INFO : EPOCH 16 - PROGRESS: at 64.12% examples, 193394 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:03,280 : INFO : EPOCH 16 - PROGRESS: at 64.21% examples, 193366 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:04,317 : INFO : EPOCH 16 - PROGRESS: at 64.32% examples, 193353 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:05,347 : INFO : EPOCH 16 - PROGRESS: at 64.43% examples, 193334 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:06,372 : INFO : EPOCH 16 - PROGRESS: at 64.54% examples, 193329 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:07,505 : INFO : EPOCH 16 - PROGRESS: at 64.66% examples, 193300 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:08,523 : INFO : EPOCH 16 - PROGRESS: at 64.76% examples, 193294 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:09,562 : INFO : EPOCH 16 - PROGRESS: at 64.86% examples, 193276 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:10,590 : INFO : EPOCH 16 - PROGRESS: at 64.97% examples, 193261 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:11,595 : INFO : EPOCH 16 - PROGRESS: at 65.08% examples, 193254 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:12,602 : INFO : EPOCH 16 - PROGRESS: at 65.18% examples, 193234 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:13,611 : INFO : EPOCH 16 - PROGRESS: at 65.28% examples, 193238 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:14,614 : INFO : EPOCH 16 - PROGRESS: at 65.36% examples, 193201 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:15,617 : INFO : EPOCH 16 - PROGRESS: at 65.48% examples, 193193 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:16,653 : INFO : EPOCH 16 - PROGRESS: at 65.61% examples, 193177 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:17,680 : INFO : EPOCH 16 - PROGRESS: at 65.71% examples, 193172 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:18,684 : INFO : EPOCH 16 - PROGRESS: at 65.81% examples, 193163 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:19,757 : INFO : EPOCH 16 - PROGRESS: at 65.90% examples, 193127 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:20,760 : INFO : EPOCH 16 - PROGRESS: at 66.00% examples, 193136 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:21,827 : INFO : EPOCH 16 - PROGRESS: at 66.11% examples, 193125 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:22,853 : INFO : EPOCH 16 - PROGRESS: at 66.20% examples, 193102 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:23,925 : INFO : EPOCH 16 - PROGRESS: at 66.31% examples, 193074 words/s, in_qsize 8, out_qsize 2
2020-07-16 17:04:24,966 : INFO : EPOCH 16 - PROGRESS: at 66.42% examples, 193069 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:04:25,979 : INFO : EPOCH 16 - PROGRESS: at 66.51% examples, 193084 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:26,991 : INFO : EPOCH 16 - PROGRESS: at 66.62% examples, 193058 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:28,001 : INFO : EPOCH 16 - PROGRESS: at 66.73% examples, 193037 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:29,021 : INFO : EPOCH 16 - PROGRESS: at 66.83% examples, 193031 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:30,053 : INFO : EPOCH 16 - PROGRESS: at 66.95% examples, 193011 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:31,071 : INFO : EPOCH 16 - PROGRESS: at 67.05% examples, 193008 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:32,144 : INFO : EPOCH 16 - PROGRESS: at 67.17% examples, 192994 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:33,168 : INFO : EPOCH 16 - PROGRESS: at 67.27% examples, 192980 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:34,170 : INFO : EPOCH 16 - PROGRESS: at 67.37% examples, 192962 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:35,248 : INFO : EPOCH 16 - PROGRESS: at 67.47% examples, 192938 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:36,309 : INFO : EPOCH 16 - PROGRESS: at 67.59% examples, 192929 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:37,337 : INFO : EPOCH 16 - PROGRESS: at 67.70% examples, 192919 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:38,386 : INFO : EPOCH 16 - PROGRESS: at 67.79% examples, 192892 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:39,413 : INFO : EPOCH 16 - PROGRESS: at 67.91% examples, 192879 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:40,444 : INFO : EPOCH 16 - PROGRESS: at 68.02% examples, 192873 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:41,513 : INFO : EPOCH 16 - PROGRESS: at 68.12% examples, 192842 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:04:42,529 : INFO : EPOCH 16 - PROGRESS: at 68.22% examples, 192837 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:43,572 : INFO : EPOCH 16 - PROGRESS: at 68.34% examples, 192820 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:44,587 : INFO : EPOCH 16 - PROGRESS: at 68.45% examples, 192806 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:45,621 : INFO : EPOCH 16 - PROGRESS: at 68.54% examples, 192786 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:46,640 : INFO : EPOCH 16 - PROGRESS: at 68.65% examples, 192772 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:47,672 : INFO : EPOCH 16 - PROGRESS: at 68.73% examples, 192746 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:48,702 : INFO : EPOCH 16 - PROGRESS: at 68.82% examples, 192731 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:49,727 : INFO : EPOCH 16 - PROGRESS: at 68.93% examples, 192710 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:50,783 : INFO : EPOCH 16 - PROGRESS: at 69.02% examples, 192689 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:51,806 : INFO : EPOCH 16 - PROGRESS: at 69.11% examples, 192694 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:52,857 : INFO : EPOCH 16 - PROGRESS: at 69.23% examples, 192667 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:53,891 : INFO : EPOCH 16 - PROGRESS: at 69.34% examples, 192651 words/s, in_qsize 7, out_qsize 1
2020-07-16 17:04:54,906 : INFO : EPOCH 16 - PROGRESS: at 69.44% examples, 192640 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:55,911 : INFO : EPOCH 16 - PROGRESS: at 69.54% examples, 192621 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:56,942 : INFO : EPOCH 16 - PROGRESS: at 69.65% examples, 192611 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:57,954 : INFO : EPOCH 16 - PROGRESS: at 69.76% examples, 192601 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:04:59,008 : INFO : EPOCH 16 - PROGRESS: at 69.87% examples, 192597 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:00,035 : INFO : EPOCH 16 - PROGRESS: at 69.97% examples, 192586 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:01,043 : INFO : EPOCH 16 - PROGRESS: at 70.08% examples, 192584 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:02,072 : INFO : EPOCH 16 - PROGRESS: at 70.19% examples, 192554 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:03,103 : INFO : EPOCH 16 - PROGRESS: at 70.29% examples, 192547 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:04,145 : INFO : EPOCH 16 - PROGRESS: at 70.39% examples, 192528 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:05:05,195 : INFO : EPOCH 16 - PROGRESS: at 70.50% examples, 192508 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:06,224 : INFO : EPOCH 16 - PROGRESS: at 70.59% examples, 192490 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:05:07,233 : INFO : EPOCH 16 - PROGRESS: at 70.69% examples, 192480 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:08,274 : INFO : EPOCH 16 - PROGRESS: at 70.79% examples, 192465 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:09,305 : INFO : EPOCH 16 - PROGRESS: at 70.89% examples, 192458 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:10,354 : INFO : EPOCH 16 - PROGRESS: at 70.99% examples, 192443 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:11,377 : INFO : EPOCH 16 - PROGRESS: at 71.10% examples, 192447 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:05:12,406 : INFO : EPOCH 16 - PROGRESS: at 71.20% examples, 192436 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:13,409 : INFO : EPOCH 16 - PROGRESS: at 71.30% examples, 192417 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:14,431 : INFO : EPOCH 16 - PROGRESS: at 71.42% examples, 192409 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:05:15,436 : INFO : EPOCH 16 - PROGRESS: at 71.52% examples, 192402 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:16,459 : INFO : EPOCH 16 - PROGRESS: at 71.62% examples, 192392 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:05:17,473 : INFO : EPOCH 16 - PROGRESS: at 71.73% examples, 192391 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:18,525 : INFO : EPOCH 16 - PROGRESS: at 71.83% examples, 192366 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:19,624 : INFO : EPOCH 16 - PROGRESS: at 71.94% examples, 192353 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:20,684 : INFO : EPOCH 16 - PROGRESS: at 72.05% examples, 192343 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:21,711 : INFO : EPOCH 16 - PROGRESS: at 72.15% examples, 192339 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:22,757 : INFO : EPOCH 16 - PROGRESS: at 72.24% examples, 192331 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:23,760 : INFO : EPOCH 16 - PROGRESS: at 72.34% examples, 192321 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:24,783 : INFO : EPOCH 16 - PROGRESS: at 72.44% examples, 192302 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:25,787 : INFO : EPOCH 16 - PROGRESS: at 72.54% examples, 192292 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:26,791 : INFO : EPOCH 16 - PROGRESS: at 72.63% examples, 192270 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:05:27,800 : INFO : EPOCH 16 - PROGRESS: at 72.75% examples, 192268 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:28,852 : INFO : EPOCH 16 - PROGRESS: at 72.84% examples, 192248 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:29,863 : INFO : EPOCH 16 - PROGRESS: at 72.93% examples, 192236 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:30,889 : INFO : EPOCH 16 - PROGRESS: at 73.04% examples, 192217 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:31,895 : INFO : EPOCH 16 - PROGRESS: at 73.14% examples, 192215 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:32,901 : INFO : EPOCH 16 - PROGRESS: at 73.25% examples, 192207 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:33,932 : INFO : EPOCH 16 - PROGRESS: at 73.35% examples, 192192 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:34,976 : INFO : EPOCH 16 - PROGRESS: at 73.45% examples, 192177 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:35,999 : INFO : EPOCH 16 - PROGRESS: at 73.55% examples, 192171 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:37,076 : INFO : EPOCH 16 - PROGRESS: at 73.66% examples, 192159 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:38,123 : INFO : EPOCH 16 - PROGRESS: at 73.75% examples, 192145 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:39,140 : INFO : EPOCH 16 - PROGRESS: at 73.84% examples, 192121 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:40,161 : INFO : EPOCH 16 - PROGRESS: at 73.95% examples, 192112 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:41,186 : INFO : EPOCH 16 - PROGRESS: at 74.06% examples, 192109 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:42,191 : INFO : EPOCH 16 - PROGRESS: at 74.17% examples, 192106 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:05:43,225 : INFO : EPOCH 16 - PROGRESS: at 74.25% examples, 192077 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:44,254 : INFO : EPOCH 16 - PROGRESS: at 74.34% examples, 192076 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:45,272 : INFO : EPOCH 16 - PROGRESS: at 74.43% examples, 192059 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:46,290 : INFO : EPOCH 16 - PROGRESS: at 74.52% examples, 192045 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:47,333 : INFO : EPOCH 16 - PROGRESS: at 74.62% examples, 192037 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:48,351 : INFO : EPOCH 16 - PROGRESS: at 74.73% examples, 192015 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:49,378 : INFO : EPOCH 16 - PROGRESS: at 74.83% examples, 192002 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:50,398 : INFO : EPOCH 16 - PROGRESS: at 74.93% examples, 191997 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:51,405 : INFO : EPOCH 16 - PROGRESS: at 75.04% examples, 191981 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:52,427 : INFO : EPOCH 16 - PROGRESS: at 75.14% examples, 191970 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:53,458 : INFO : EPOCH 16 - PROGRESS: at 75.22% examples, 191945 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:54,462 : INFO : EPOCH 16 - PROGRESS: at 75.34% examples, 191941 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:55,475 : INFO : EPOCH 16 - PROGRESS: at 75.43% examples, 191928 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:56,487 : INFO : EPOCH 16 - PROGRESS: at 75.55% examples, 191915 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:57,490 : INFO : EPOCH 16 - PROGRESS: at 75.65% examples, 191914 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:58,561 : INFO : EPOCH 16 - PROGRESS: at 75.77% examples, 191898 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:05:59,603 : INFO : EPOCH 16 - PROGRESS: at 75.87% examples, 191880 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:00,612 : INFO : EPOCH 16 - PROGRESS: at 75.96% examples, 191865 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:01,624 : INFO : EPOCH 16 - PROGRESS: at 76.06% examples, 191850 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:02,646 : INFO : EPOCH 16 - PROGRESS: at 76.15% examples, 191839 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:03,677 : INFO : EPOCH 16 - PROGRESS: at 76.26% examples, 191832 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:04,679 : INFO : EPOCH 16 - PROGRESS: at 76.35% examples, 191812 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:05,686 : INFO : EPOCH 16 - PROGRESS: at 76.45% examples, 191807 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:06,725 : INFO : EPOCH 16 - PROGRESS: at 76.54% examples, 191797 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:07,751 : INFO : EPOCH 16 - PROGRESS: at 76.63% examples, 191783 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:08,790 : INFO : EPOCH 16 - PROGRESS: at 76.74% examples, 191765 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:09,799 : INFO : EPOCH 16 - PROGRESS: at 76.83% examples, 191750 words/s, in_qsize 8, out_qsize 2
2020-07-16 17:06:10,834 : INFO : EPOCH 16 - PROGRESS: at 76.93% examples, 191739 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:06:11,893 : INFO : EPOCH 16 - PROGRESS: at 77.04% examples, 191731 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:06:12,905 : INFO : EPOCH 16 - PROGRESS: at 77.14% examples, 191723 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:13,906 : INFO : EPOCH 16 - PROGRESS: at 77.25% examples, 191710 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:14,991 : INFO : EPOCH 16 - PROGRESS: at 77.34% examples, 191693 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:06:16,020 : INFO : EPOCH 16 - PROGRESS: at 77.44% examples, 191684 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:06:17,024 : INFO : EPOCH 16 - PROGRESS: at 77.52% examples, 191679 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:18,051 : INFO : EPOCH 16 - PROGRESS: at 77.63% examples, 191669 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:19,107 : INFO : EPOCH 16 - PROGRESS: at 77.74% examples, 191656 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:20,126 : INFO : EPOCH 16 - PROGRESS: at 77.85% examples, 191655 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:21,141 : INFO : EPOCH 16 - PROGRESS: at 77.94% examples, 191629 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:22,186 : INFO : EPOCH 16 - PROGRESS: at 78.04% examples, 191618 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:23,213 : INFO : EPOCH 16 - PROGRESS: at 78.15% examples, 191602 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:24,314 : INFO : EPOCH 16 - PROGRESS: at 78.25% examples, 191588 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:25,318 : INFO : EPOCH 16 - PROGRESS: at 78.34% examples, 191595 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:06:26,355 : INFO : EPOCH 16 - PROGRESS: at 78.44% examples, 191563 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:27,406 : INFO : EPOCH 16 - PROGRESS: at 78.53% examples, 191546 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:28,448 : INFO : EPOCH 16 - PROGRESS: at 78.63% examples, 191526 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:29,483 : INFO : EPOCH 16 - PROGRESS: at 78.74% examples, 191512 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:30,536 : INFO : EPOCH 16 - PROGRESS: at 78.84% examples, 191497 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:31,555 : INFO : EPOCH 16 - PROGRESS: at 78.94% examples, 191480 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:32,572 : INFO : EPOCH 16 - PROGRESS: at 79.05% examples, 191480 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:33,607 : INFO : EPOCH 16 - PROGRESS: at 79.15% examples, 191437 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:34,620 : INFO : EPOCH 16 - PROGRESS: at 79.22% examples, 191393 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:35,628 : INFO : EPOCH 16 - PROGRESS: at 79.31% examples, 191346 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:06:36,666 : INFO : EPOCH 16 - PROGRESS: at 79.43% examples, 191347 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:37,721 : INFO : EPOCH 16 - PROGRESS: at 79.54% examples, 191340 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:38,813 : INFO : EPOCH 16 - PROGRESS: at 79.66% examples, 191323 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:39,859 : INFO : EPOCH 16 - PROGRESS: at 79.75% examples, 191321 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:40,865 : INFO : EPOCH 16 - PROGRESS: at 79.83% examples, 191305 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:41,873 : INFO : EPOCH 16 - PROGRESS: at 79.93% examples, 191300 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:06:42,884 : INFO : EPOCH 16 - PROGRESS: at 80.02% examples, 191290 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:43,888 : INFO : EPOCH 16 - PROGRESS: at 80.14% examples, 191284 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:06:44,890 : INFO : EPOCH 16 - PROGRESS: at 80.24% examples, 191273 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:45,893 : INFO : EPOCH 16 - PROGRESS: at 80.34% examples, 191266 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:46,904 : INFO : EPOCH 16 - PROGRESS: at 80.43% examples, 191241 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:47,910 : INFO : EPOCH 16 - PROGRESS: at 80.52% examples, 191252 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:48,948 : INFO : EPOCH 16 - PROGRESS: at 80.62% examples, 191236 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:50,025 : INFO : EPOCH 16 - PROGRESS: at 80.72% examples, 191226 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:51,080 : INFO : EPOCH 16 - PROGRESS: at 80.82% examples, 191221 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:52,135 : INFO : EPOCH 16 - PROGRESS: at 80.91% examples, 191201 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:53,147 : INFO : EPOCH 16 - PROGRESS: at 81.02% examples, 191195 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:54,197 : INFO : EPOCH 16 - PROGRESS: at 81.13% examples, 191187 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:55,244 : INFO : EPOCH 16 - PROGRESS: at 81.21% examples, 191174 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:56,268 : INFO : EPOCH 16 - PROGRESS: at 81.31% examples, 191180 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:57,274 : INFO : EPOCH 16 - PROGRESS: at 81.41% examples, 191173 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:58,274 : INFO : EPOCH 16 - PROGRESS: at 81.50% examples, 191165 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:06:59,295 : INFO : EPOCH 16 - PROGRESS: at 81.59% examples, 191153 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:00,381 : INFO : EPOCH 16 - PROGRESS: at 81.69% examples, 191140 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:01,400 : INFO : EPOCH 16 - PROGRESS: at 81.77% examples, 191133 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:02,447 : INFO : EPOCH 16 - PROGRESS: at 81.88% examples, 191119 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:03,473 : INFO : EPOCH 16 - PROGRESS: at 81.98% examples, 191109 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:04,488 : INFO : EPOCH 16 - PROGRESS: at 82.08% examples, 191103 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:05,545 : INFO : EPOCH 16 - PROGRESS: at 82.19% examples, 191080 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:06,555 : INFO : EPOCH 16 - PROGRESS: at 82.30% examples, 191079 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:07,643 : INFO : EPOCH 16 - PROGRESS: at 82.40% examples, 191062 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:08,667 : INFO : EPOCH 16 - PROGRESS: at 82.51% examples, 191056 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:09,699 : INFO : EPOCH 16 - PROGRESS: at 82.62% examples, 191058 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:10,742 : INFO : EPOCH 16 - PROGRESS: at 82.71% examples, 191035 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:11,756 : INFO : EPOCH 16 - PROGRESS: at 82.81% examples, 191026 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:12,799 : INFO : EPOCH 16 - PROGRESS: at 82.92% examples, 191021 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:13,805 : INFO : EPOCH 16 - PROGRESS: at 83.01% examples, 191016 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:14,895 : INFO : EPOCH 16 - PROGRESS: at 83.09% examples, 190999 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:07:15,953 : INFO : EPOCH 16 - PROGRESS: at 83.21% examples, 191007 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:16,961 : INFO : EPOCH 16 - PROGRESS: at 83.32% examples, 191001 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:17,982 : INFO : EPOCH 16 - PROGRESS: at 83.43% examples, 191005 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:19,045 : INFO : EPOCH 16 - PROGRESS: at 83.52% examples, 190985 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:20,050 : INFO : EPOCH 16 - PROGRESS: at 83.62% examples, 190979 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:21,055 : INFO : EPOCH 16 - PROGRESS: at 83.72% examples, 190967 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:22,065 : INFO : EPOCH 16 - PROGRESS: at 83.82% examples, 190957 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:23,074 : INFO : EPOCH 16 - PROGRESS: at 83.95% examples, 190955 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:07:24,084 : INFO : EPOCH 16 - PROGRESS: at 84.05% examples, 190944 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:25,093 : INFO : EPOCH 16 - PROGRESS: at 84.16% examples, 190941 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:26,143 : INFO : EPOCH 16 - PROGRESS: at 84.25% examples, 190925 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:27,249 : INFO : EPOCH 16 - PROGRESS: at 84.37% examples, 190908 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:28,271 : INFO : EPOCH 16 - PROGRESS: at 84.46% examples, 190902 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:07:29,277 : INFO : EPOCH 16 - PROGRESS: at 84.55% examples, 190896 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:07:30,359 : INFO : EPOCH 16 - PROGRESS: at 84.66% examples, 190880 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:31,378 : INFO : EPOCH 16 - PROGRESS: at 84.75% examples, 190880 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:32,384 : INFO : EPOCH 16 - PROGRESS: at 84.84% examples, 190871 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:33,421 : INFO : EPOCH 16 - PROGRESS: at 84.94% examples, 190878 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:34,459 : INFO : EPOCH 16 - PROGRESS: at 85.03% examples, 190861 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:35,488 : INFO : EPOCH 16 - PROGRESS: at 85.12% examples, 190855 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:36,501 : INFO : EPOCH 16 - PROGRESS: at 85.22% examples, 190848 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:07:37,556 : INFO : EPOCH 16 - PROGRESS: at 85.32% examples, 190833 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:38,611 : INFO : EPOCH 16 - PROGRESS: at 85.42% examples, 190827 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:39,637 : INFO : EPOCH 16 - PROGRESS: at 85.50% examples, 190818 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:40,648 : INFO : EPOCH 16 - PROGRESS: at 85.60% examples, 190796 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:07:41,678 : INFO : EPOCH 16 - PROGRESS: at 85.70% examples, 190796 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:42,684 : INFO : EPOCH 16 - PROGRESS: at 85.79% examples, 190777 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:43,697 : INFO : EPOCH 16 - PROGRESS: at 85.89% examples, 190777 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:07:44,722 : INFO : EPOCH 16 - PROGRESS: at 85.99% examples, 190766 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:45,729 : INFO : EPOCH 16 - PROGRESS: at 86.10% examples, 190759 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:46,735 : INFO : EPOCH 16 - PROGRESS: at 86.20% examples, 190754 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:47,743 : INFO : EPOCH 16 - PROGRESS: at 86.28% examples, 190751 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:07:48,750 : INFO : EPOCH 16 - PROGRESS: at 86.39% examples, 190741 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:07:49,807 : INFO : EPOCH 16 - PROGRESS: at 86.49% examples, 190737 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:07:50,839 : INFO : EPOCH 16 - PROGRESS: at 86.61% examples, 190732 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:51,855 : INFO : EPOCH 16 - PROGRESS: at 86.72% examples, 190733 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:52,863 : INFO : EPOCH 16 - PROGRESS: at 86.83% examples, 190729 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:53,910 : INFO : EPOCH 16 - PROGRESS: at 86.92% examples, 190713 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:07:54,921 : INFO : EPOCH 16 - PROGRESS: at 87.01% examples, 190716 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:55,930 : INFO : EPOCH 16 - PROGRESS: at 87.13% examples, 190709 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:56,935 : INFO : EPOCH 16 - PROGRESS: at 87.23% examples, 190703 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:57,944 : INFO : EPOCH 16 - PROGRESS: at 87.33% examples, 190693 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:58,971 : INFO : EPOCH 16 - PROGRESS: at 87.44% examples, 190687 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:07:59,986 : INFO : EPOCH 16 - PROGRESS: at 87.54% examples, 190684 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:01,026 : INFO : EPOCH 16 - PROGRESS: at 87.65% examples, 190674 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:02,037 : INFO : EPOCH 16 - PROGRESS: at 87.76% examples, 190653 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:03,138 : INFO : EPOCH 16 - PROGRESS: at 87.86% examples, 190644 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:08:04,172 : INFO : EPOCH 16 - PROGRESS: at 87.96% examples, 190660 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:05,209 : INFO : EPOCH 16 - PROGRESS: at 88.06% examples, 190653 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:08:06,231 : INFO : EPOCH 16 - PROGRESS: at 88.17% examples, 190649 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:07,245 : INFO : EPOCH 16 - PROGRESS: at 88.27% examples, 190635 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:08:08,253 : INFO : EPOCH 16 - PROGRESS: at 88.38% examples, 190633 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:08:09,327 : INFO : EPOCH 16 - PROGRESS: at 88.48% examples, 190621 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:10,352 : INFO : EPOCH 16 - PROGRESS: at 88.60% examples, 190614 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:11,384 : INFO : EPOCH 16 - PROGRESS: at 88.69% examples, 190606 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:12,393 : INFO : EPOCH 16 - PROGRESS: at 88.79% examples, 190596 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:08:13,470 : INFO : EPOCH 16 - PROGRESS: at 88.91% examples, 190583 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:14,494 : INFO : EPOCH 16 - PROGRESS: at 89.00% examples, 190567 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:15,512 : INFO : EPOCH 16 - PROGRESS: at 89.10% examples, 190572 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:16,582 : INFO : EPOCH 16 - PROGRESS: at 89.19% examples, 190543 words/s, in_qsize 8, out_qsize 2
2020-07-16 17:08:17,591 : INFO : EPOCH 16 - PROGRESS: at 89.32% examples, 190547 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:08:18,601 : INFO : EPOCH 16 - PROGRESS: at 89.42% examples, 190540 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:19,610 : INFO : EPOCH 16 - PROGRESS: at 89.51% examples, 190528 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:20,657 : INFO : EPOCH 16 - PROGRESS: at 89.61% examples, 190510 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:21,710 : INFO : EPOCH 16 - PROGRESS: at 89.70% examples, 190505 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:22,718 : INFO : EPOCH 16 - PROGRESS: at 89.82% examples, 190501 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:23,768 : INFO : EPOCH 16 - PROGRESS: at 89.92% examples, 190487 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:24,792 : INFO : EPOCH 16 - PROGRESS: at 90.03% examples, 190484 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:25,819 : INFO : EPOCH 16 - PROGRESS: at 90.11% examples, 190475 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:26,926 : INFO : EPOCH 16 - PROGRESS: at 90.21% examples, 190465 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:27,962 : INFO : EPOCH 16 - PROGRESS: at 90.31% examples, 190469 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:08:29,028 : INFO : EPOCH 16 - PROGRESS: at 90.41% examples, 190453 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:30,033 : INFO : EPOCH 16 - PROGRESS: at 90.53% examples, 190457 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:31,052 : INFO : EPOCH 16 - PROGRESS: at 90.63% examples, 190442 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:32,083 : INFO : EPOCH 16 - PROGRESS: at 90.73% examples, 190427 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:33,112 : INFO : EPOCH 16 - PROGRESS: at 90.81% examples, 190419 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:34,122 : INFO : EPOCH 16 - PROGRESS: at 90.91% examples, 190426 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:35,155 : INFO : EPOCH 16 - PROGRESS: at 91.01% examples, 190408 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:36,163 : INFO : EPOCH 16 - PROGRESS: at 91.09% examples, 190396 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:37,189 : INFO : EPOCH 16 - PROGRESS: at 91.19% examples, 190394 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:38,253 : INFO : EPOCH 16 - PROGRESS: at 91.30% examples, 190374 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:39,264 : INFO : EPOCH 16 - PROGRESS: at 91.39% examples, 190368 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:40,268 : INFO : EPOCH 16 - PROGRESS: at 91.49% examples, 190356 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:41,303 : INFO : EPOCH 16 - PROGRESS: at 91.61% examples, 190355 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:42,336 : INFO : EPOCH 16 - PROGRESS: at 91.71% examples, 190348 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:43,368 : INFO : EPOCH 16 - PROGRESS: at 91.81% examples, 190345 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:44,373 : INFO : EPOCH 16 - PROGRESS: at 91.91% examples, 190348 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:45,416 : INFO : EPOCH 16 - PROGRESS: at 92.01% examples, 190338 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:08:46,420 : INFO : EPOCH 16 - PROGRESS: at 92.11% examples, 190332 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:47,427 : INFO : EPOCH 16 - PROGRESS: at 92.21% examples, 190332 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:48,511 : INFO : EPOCH 16 - PROGRESS: at 92.32% examples, 190312 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:08:49,516 : INFO : EPOCH 16 - PROGRESS: at 92.42% examples, 190312 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:50,518 : INFO : EPOCH 16 - PROGRESS: at 92.54% examples, 190318 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:51,532 : INFO : EPOCH 16 - PROGRESS: at 92.65% examples, 190308 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:52,548 : INFO : EPOCH 16 - PROGRESS: at 92.74% examples, 190299 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:53,574 : INFO : EPOCH 16 - PROGRESS: at 92.85% examples, 190290 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:54,616 : INFO : EPOCH 16 - PROGRESS: at 92.95% examples, 190294 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:55,633 : INFO : EPOCH 16 - PROGRESS: at 93.06% examples, 190294 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:56,634 : INFO : EPOCH 16 - PROGRESS: at 93.15% examples, 190285 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:57,718 : INFO : EPOCH 16 - PROGRESS: at 93.25% examples, 190276 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:58,736 : INFO : EPOCH 16 - PROGRESS: at 93.34% examples, 190277 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:08:59,785 : INFO : EPOCH 16 - PROGRESS: at 93.46% examples, 190264 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:09:00,796 : INFO : EPOCH 16 - PROGRESS: at 93.56% examples, 190259 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:01,801 : INFO : EPOCH 16 - PROGRESS: at 93.66% examples, 190251 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:02,819 : INFO : EPOCH 16 - PROGRESS: at 93.75% examples, 190233 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:09:03,823 : INFO : EPOCH 16 - PROGRESS: at 93.84% examples, 190236 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:04,857 : INFO : EPOCH 16 - PROGRESS: at 93.95% examples, 190231 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:05,863 : INFO : EPOCH 16 - PROGRESS: at 94.05% examples, 190231 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:06,944 : INFO : EPOCH 16 - PROGRESS: at 94.14% examples, 190215 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:07,962 : INFO : EPOCH 16 - PROGRESS: at 94.24% examples, 190214 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:09,029 : INFO : EPOCH 16 - PROGRESS: at 94.34% examples, 190204 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:10,036 : INFO : EPOCH 16 - PROGRESS: at 94.44% examples, 190202 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:11,045 : INFO : EPOCH 16 - PROGRESS: at 94.53% examples, 190187 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:12,081 : INFO : EPOCH 16 - PROGRESS: at 94.61% examples, 190178 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:13,142 : INFO : EPOCH 16 - PROGRESS: at 94.71% examples, 190165 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:14,191 : INFO : EPOCH 16 - PROGRESS: at 94.83% examples, 190170 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:15,198 : INFO : EPOCH 16 - PROGRESS: at 94.93% examples, 190156 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:16,214 : INFO : EPOCH 16 - PROGRESS: at 95.02% examples, 190147 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:17,248 : INFO : EPOCH 16 - PROGRESS: at 95.12% examples, 190136 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:18,307 : INFO : EPOCH 16 - PROGRESS: at 95.25% examples, 190136 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:19,372 : INFO : EPOCH 16 - PROGRESS: at 95.32% examples, 190123 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:20,390 : INFO : EPOCH 16 - PROGRESS: at 95.44% examples, 190117 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:21,465 : INFO : EPOCH 16 - PROGRESS: at 95.54% examples, 190108 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:22,473 : INFO : EPOCH 16 - PROGRESS: at 95.63% examples, 190106 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:23,478 : INFO : EPOCH 16 - PROGRESS: at 95.73% examples, 190102 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:24,515 : INFO : EPOCH 16 - PROGRESS: at 95.83% examples, 190088 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:25,547 : INFO : EPOCH 16 - PROGRESS: at 95.93% examples, 190092 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:26,586 : INFO : EPOCH 16 - PROGRESS: at 96.03% examples, 190087 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:27,598 : INFO : EPOCH 16 - PROGRESS: at 96.12% examples, 190081 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:28,641 : INFO : EPOCH 16 - PROGRESS: at 96.20% examples, 190068 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:29,652 : INFO : EPOCH 16 - PROGRESS: at 96.30% examples, 190070 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:30,670 : INFO : EPOCH 16 - PROGRESS: at 96.40% examples, 190061 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:31,707 : INFO : EPOCH 16 - PROGRESS: at 96.50% examples, 190051 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:32,721 : INFO : EPOCH 16 - PROGRESS: at 96.61% examples, 190052 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:33,777 : INFO : EPOCH 16 - PROGRESS: at 96.73% examples, 190042 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:09:34,806 : INFO : EPOCH 16 - PROGRESS: at 96.85% examples, 190036 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:35,820 : INFO : EPOCH 16 - PROGRESS: at 96.96% examples, 190026 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:36,849 : INFO : EPOCH 16 - PROGRESS: at 97.07% examples, 190013 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:37,876 : INFO : EPOCH 16 - PROGRESS: at 97.18% examples, 190014 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:38,884 : INFO : EPOCH 16 - PROGRESS: at 97.29% examples, 190004 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:39,890 : INFO : EPOCH 16 - PROGRESS: at 97.39% examples, 190010 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:40,896 : INFO : EPOCH 16 - PROGRESS: at 97.51% examples, 190021 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:41,911 : INFO : EPOCH 16 - PROGRESS: at 97.61% examples, 190026 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:42,916 : INFO : EPOCH 16 - PROGRESS: at 97.70% examples, 190014 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:43,934 : INFO : EPOCH 16 - PROGRESS: at 97.80% examples, 190003 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:44,963 : INFO : EPOCH 16 - PROGRESS: at 97.92% examples, 190004 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:45,963 : INFO : EPOCH 16 - PROGRESS: at 98.01% examples, 189997 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:46,976 : INFO : EPOCH 16 - PROGRESS: at 98.11% examples, 189986 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:48,007 : INFO : EPOCH 16 - PROGRESS: at 98.23% examples, 189979 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:49,054 : INFO : EPOCH 16 - PROGRESS: at 98.35% examples, 189966 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:50,110 : INFO : EPOCH 16 - PROGRESS: at 98.47% examples, 189978 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:51,136 : INFO : EPOCH 16 - PROGRESS: at 98.56% examples, 189974 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:52,175 : INFO : EPOCH 16 - PROGRESS: at 98.65% examples, 189965 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:53,224 : INFO : EPOCH 16 - PROGRESS: at 98.75% examples, 189958 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:54,252 : INFO : EPOCH 16 - PROGRESS: at 98.86% examples, 189953 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:55,262 : INFO : EPOCH 16 - PROGRESS: at 98.97% examples, 189953 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:56,320 : INFO : EPOCH 16 - PROGRESS: at 99.06% examples, 189943 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:57,341 : INFO : EPOCH 16 - PROGRESS: at 99.16% examples, 189944 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:58,402 : INFO : EPOCH 16 - PROGRESS: at 99.27% examples, 189926 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:09:59,436 : INFO : EPOCH 16 - PROGRESS: at 99.38% examples, 189919 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:00,438 : INFO : EPOCH 16 - PROGRESS: at 99.48% examples, 189924 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:01,477 : INFO : EPOCH 16 - PROGRESS: at 99.57% examples, 189905 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:02,491 : INFO : EPOCH 16 - PROGRESS: at 99.66% examples, 189902 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:03,492 : INFO : EPOCH 16 - PROGRESS: at 99.76% examples, 189894 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:04,508 : INFO : EPOCH 16 - PROGRESS: at 99.88% examples, 189888 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:05,550 : INFO : EPOCH 16 - PROGRESS: at 99.98% examples, 189883 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:05,694 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 17:10:05,702 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 17:10:05,731 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 17:10:05,769 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 17:10:05,771 : INFO : EPOCH - 16 : training on 246540407 raw words (186684395 effective words) took 983.1s, 189887 effective words/s
2020-07-16 17:10:06,788 : INFO : EPOCH 17 - PROGRESS: at 0.11% examples, 164787 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:07,800 : INFO : EPOCH 17 - PROGRESS: at 0.22% examples, 177049 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:08,837 : INFO : EPOCH 17 - PROGRESS: at 0.33% examples, 178694 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:09,869 : INFO : EPOCH 17 - PROGRESS: at 0.42% examples, 180430 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:10,889 : INFO : EPOCH 17 - PROGRESS: at 0.55% examples, 182120 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:11,906 : INFO : EPOCH 17 - PROGRESS: at 0.63% examples, 182434 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:12,944 : INFO : EPOCH 17 - PROGRESS: at 0.73% examples, 181847 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:13,955 : INFO : EPOCH 17 - PROGRESS: at 0.84% examples, 182662 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:14,995 : INFO : EPOCH 17 - PROGRESS: at 0.94% examples, 182997 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:16,046 : INFO : EPOCH 17 - PROGRESS: at 1.03% examples, 184206 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:17,127 : INFO : EPOCH 17 - PROGRESS: at 1.13% examples, 183423 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:18,207 : INFO : EPOCH 17 - PROGRESS: at 1.23% examples, 183731 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:19,211 : INFO : EPOCH 17 - PROGRESS: at 1.33% examples, 184346 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:20,231 : INFO : EPOCH 17 - PROGRESS: at 1.44% examples, 184044 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:21,264 : INFO : EPOCH 17 - PROGRESS: at 1.54% examples, 183834 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:22,299 : INFO : EPOCH 17 - PROGRESS: at 1.64% examples, 183847 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:23,374 : INFO : EPOCH 17 - PROGRESS: at 1.75% examples, 183571 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:24,418 : INFO : EPOCH 17 - PROGRESS: at 1.86% examples, 183334 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:25,493 : INFO : EPOCH 17 - PROGRESS: at 1.97% examples, 183684 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:26,524 : INFO : EPOCH 17 - PROGRESS: at 2.05% examples, 183490 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:27,527 : INFO : EPOCH 17 - PROGRESS: at 2.16% examples, 183647 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:28,532 : INFO : EPOCH 17 - PROGRESS: at 2.25% examples, 183795 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:29,541 : INFO : EPOCH 17 - PROGRESS: at 2.35% examples, 183638 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:30,611 : INFO : EPOCH 17 - PROGRESS: at 2.44% examples, 183378 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:10:31,641 : INFO : EPOCH 17 - PROGRESS: at 2.54% examples, 183595 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:32,660 : INFO : EPOCH 17 - PROGRESS: at 2.64% examples, 183513 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:33,678 : INFO : EPOCH 17 - PROGRESS: at 2.74% examples, 183412 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:34,680 : INFO : EPOCH 17 - PROGRESS: at 2.85% examples, 183798 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:10:35,690 : INFO : EPOCH 17 - PROGRESS: at 2.95% examples, 183378 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:36,701 : INFO : EPOCH 17 - PROGRESS: at 3.04% examples, 183511 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:37,705 : INFO : EPOCH 17 - PROGRESS: at 3.14% examples, 183722 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:38,717 : INFO : EPOCH 17 - PROGRESS: at 3.23% examples, 183362 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:10:39,723 : INFO : EPOCH 17 - PROGRESS: at 3.32% examples, 183419 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:40,725 : INFO : EPOCH 17 - PROGRESS: at 3.42% examples, 183495 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:10:41,764 : INFO : EPOCH 17 - PROGRESS: at 3.52% examples, 183527 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:42,809 : INFO : EPOCH 17 - PROGRESS: at 3.63% examples, 183126 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:43,835 : INFO : EPOCH 17 - PROGRESS: at 3.73% examples, 183195 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:44,843 : INFO : EPOCH 17 - PROGRESS: at 3.84% examples, 183316 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:10:45,848 : INFO : EPOCH 17 - PROGRESS: at 3.94% examples, 183278 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:46,887 : INFO : EPOCH 17 - PROGRESS: at 4.04% examples, 183420 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:47,938 : INFO : EPOCH 17 - PROGRESS: at 4.14% examples, 183479 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:48,973 : INFO : EPOCH 17 - PROGRESS: at 4.23% examples, 183413 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:49,999 : INFO : EPOCH 17 - PROGRESS: at 4.33% examples, 183518 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:51,045 : INFO : EPOCH 17 - PROGRESS: at 4.42% examples, 183485 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:52,093 : INFO : EPOCH 17 - PROGRESS: at 4.52% examples, 183440 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:53,099 : INFO : EPOCH 17 - PROGRESS: at 4.64% examples, 183472 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:54,105 : INFO : EPOCH 17 - PROGRESS: at 4.72% examples, 183482 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:55,145 : INFO : EPOCH 17 - PROGRESS: at 4.81% examples, 183462 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:56,215 : INFO : EPOCH 17 - PROGRESS: at 4.94% examples, 183477 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:10:57,290 : INFO : EPOCH 17 - PROGRESS: at 5.03% examples, 183255 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:10:58,320 : INFO : EPOCH 17 - PROGRESS: at 5.12% examples, 183157 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:10:59,327 : INFO : EPOCH 17 - PROGRESS: at 5.22% examples, 183208 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:00,362 : INFO : EPOCH 17 - PROGRESS: at 5.31% examples, 183003 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:01,425 : INFO : EPOCH 17 - PROGRESS: at 5.38% examples, 182484 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:02,476 : INFO : EPOCH 17 - PROGRESS: at 5.48% examples, 182016 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:03,499 : INFO : EPOCH 17 - PROGRESS: at 5.59% examples, 181988 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:11:04,509 : INFO : EPOCH 17 - PROGRESS: at 5.70% examples, 182092 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:05,514 : INFO : EPOCH 17 - PROGRESS: at 5.82% examples, 182266 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:06,525 : INFO : EPOCH 17 - PROGRESS: at 5.91% examples, 182252 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:11:07,576 : INFO : EPOCH 17 - PROGRESS: at 6.00% examples, 182180 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:08,600 : INFO : EPOCH 17 - PROGRESS: at 6.11% examples, 182268 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:09,653 : INFO : EPOCH 17 - PROGRESS: at 6.21% examples, 182164 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:10,746 : INFO : EPOCH 17 - PROGRESS: at 6.31% examples, 182141 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:11,753 : INFO : EPOCH 17 - PROGRESS: at 6.42% examples, 182364 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:12,766 : INFO : EPOCH 17 - PROGRESS: at 6.51% examples, 182389 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:13,832 : INFO : EPOCH 17 - PROGRESS: at 6.61% examples, 182304 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:14,897 : INFO : EPOCH 17 - PROGRESS: at 6.71% examples, 182490 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:11:15,905 : INFO : EPOCH 17 - PROGRESS: at 6.81% examples, 182658 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:16,920 : INFO : EPOCH 17 - PROGRESS: at 6.90% examples, 182598 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:17,950 : INFO : EPOCH 17 - PROGRESS: at 7.01% examples, 182675 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:18,986 : INFO : EPOCH 17 - PROGRESS: at 7.11% examples, 182637 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:19,989 : INFO : EPOCH 17 - PROGRESS: at 7.22% examples, 182607 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:11:20,993 : INFO : EPOCH 17 - PROGRESS: at 7.32% examples, 182562 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:22,028 : INFO : EPOCH 17 - PROGRESS: at 7.43% examples, 182619 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:23,036 : INFO : EPOCH 17 - PROGRESS: at 7.53% examples, 182657 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:24,058 : INFO : EPOCH 17 - PROGRESS: at 7.64% examples, 182676 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:25,094 : INFO : EPOCH 17 - PROGRESS: at 7.73% examples, 182670 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:26,102 : INFO : EPOCH 17 - PROGRESS: at 7.83% examples, 182721 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:11:27,112 : INFO : EPOCH 17 - PROGRESS: at 7.93% examples, 182744 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:28,129 : INFO : EPOCH 17 - PROGRESS: at 8.02% examples, 182753 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:29,138 : INFO : EPOCH 17 - PROGRESS: at 8.11% examples, 182693 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:30,142 : INFO : EPOCH 17 - PROGRESS: at 8.22% examples, 182753 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:31,184 : INFO : EPOCH 17 - PROGRESS: at 8.31% examples, 182735 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:32,208 : INFO : EPOCH 17 - PROGRESS: at 8.41% examples, 182774 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:33,223 : INFO : EPOCH 17 - PROGRESS: at 8.51% examples, 182805 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:34,252 : INFO : EPOCH 17 - PROGRESS: at 8.62% examples, 182743 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:35,294 : INFO : EPOCH 17 - PROGRESS: at 8.72% examples, 182752 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:36,305 : INFO : EPOCH 17 - PROGRESS: at 8.83% examples, 182755 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:37,351 : INFO : EPOCH 17 - PROGRESS: at 8.93% examples, 182821 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:38,373 : INFO : EPOCH 17 - PROGRESS: at 9.02% examples, 182805 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:11:39,441 : INFO : EPOCH 17 - PROGRESS: at 9.11% examples, 182748 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:11:40,488 : INFO : EPOCH 17 - PROGRESS: at 9.23% examples, 182796 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:41,509 : INFO : EPOCH 17 - PROGRESS: at 9.34% examples, 182779 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:42,522 : INFO : EPOCH 17 - PROGRESS: at 9.44% examples, 182835 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:43,530 : INFO : EPOCH 17 - PROGRESS: at 9.53% examples, 182860 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:44,550 : INFO : EPOCH 17 - PROGRESS: at 9.63% examples, 182841 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:45,562 : INFO : EPOCH 17 - PROGRESS: at 9.71% examples, 182836 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:46,606 : INFO : EPOCH 17 - PROGRESS: at 9.82% examples, 182968 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:47,620 : INFO : EPOCH 17 - PROGRESS: at 9.92% examples, 182886 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:48,623 : INFO : EPOCH 17 - PROGRESS: at 10.03% examples, 182919 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:49,677 : INFO : EPOCH 17 - PROGRESS: at 10.13% examples, 182890 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:50,679 : INFO : EPOCH 17 - PROGRESS: at 10.23% examples, 182900 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:51,708 : INFO : EPOCH 17 - PROGRESS: at 10.34% examples, 182991 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:11:52,802 : INFO : EPOCH 17 - PROGRESS: at 10.46% examples, 182952 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:53,825 : INFO : EPOCH 17 - PROGRESS: at 10.55% examples, 183001 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:54,919 : INFO : EPOCH 17 - PROGRESS: at 10.65% examples, 182899 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:55,950 : INFO : EPOCH 17 - PROGRESS: at 10.76% examples, 182969 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:56,983 : INFO : EPOCH 17 - PROGRESS: at 10.87% examples, 183045 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:58,004 : INFO : EPOCH 17 - PROGRESS: at 10.96% examples, 183077 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:11:59,044 : INFO : EPOCH 17 - PROGRESS: at 11.07% examples, 183036 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:00,090 : INFO : EPOCH 17 - PROGRESS: at 11.18% examples, 183126 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:01,120 : INFO : EPOCH 17 - PROGRESS: at 11.29% examples, 183184 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:02,194 : INFO : EPOCH 17 - PROGRESS: at 11.39% examples, 183234 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:03,199 : INFO : EPOCH 17 - PROGRESS: at 11.50% examples, 183340 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:04,248 : INFO : EPOCH 17 - PROGRESS: at 11.58% examples, 183244 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:05,290 : INFO : EPOCH 17 - PROGRESS: at 11.67% examples, 183283 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:06,312 : INFO : EPOCH 17 - PROGRESS: at 11.78% examples, 183282 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:07,321 : INFO : EPOCH 17 - PROGRESS: at 11.90% examples, 183431 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:08,339 : INFO : EPOCH 17 - PROGRESS: at 12.01% examples, 183371 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:09,361 : INFO : EPOCH 17 - PROGRESS: at 12.12% examples, 183432 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:10,432 : INFO : EPOCH 17 - PROGRESS: at 12.23% examples, 183404 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:11,438 : INFO : EPOCH 17 - PROGRESS: at 12.33% examples, 183441 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:12,527 : INFO : EPOCH 17 - PROGRESS: at 12.42% examples, 183423 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:13,608 : INFO : EPOCH 17 - PROGRESS: at 12.53% examples, 183423 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:14,615 : INFO : EPOCH 17 - PROGRESS: at 12.62% examples, 183419 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:15,655 : INFO : EPOCH 17 - PROGRESS: at 12.73% examples, 183455 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:16,678 : INFO : EPOCH 17 - PROGRESS: at 12.84% examples, 183459 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:17,701 : INFO : EPOCH 17 - PROGRESS: at 12.95% examples, 183434 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:12:18,728 : INFO : EPOCH 17 - PROGRESS: at 13.06% examples, 183482 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:19,751 : INFO : EPOCH 17 - PROGRESS: at 13.17% examples, 183478 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:20,807 : INFO : EPOCH 17 - PROGRESS: at 13.29% examples, 183420 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:21,833 : INFO : EPOCH 17 - PROGRESS: at 13.39% examples, 183457 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:22,930 : INFO : EPOCH 17 - PROGRESS: at 13.49% examples, 183424 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:23,970 : INFO : EPOCH 17 - PROGRESS: at 13.61% examples, 183478 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:24,996 : INFO : EPOCH 17 - PROGRESS: at 13.70% examples, 183441 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:26,023 : INFO : EPOCH 17 - PROGRESS: at 13.80% examples, 183456 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:27,025 : INFO : EPOCH 17 - PROGRESS: at 13.89% examples, 183450 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:28,052 : INFO : EPOCH 17 - PROGRESS: at 13.99% examples, 183516 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:29,091 : INFO : EPOCH 17 - PROGRESS: at 14.10% examples, 183501 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:30,096 : INFO : EPOCH 17 - PROGRESS: at 14.21% examples, 183515 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:31,106 : INFO : EPOCH 17 - PROGRESS: at 14.32% examples, 183549 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:32,109 : INFO : EPOCH 17 - PROGRESS: at 14.43% examples, 183618 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:12:33,127 : INFO : EPOCH 17 - PROGRESS: at 14.53% examples, 183595 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:34,173 : INFO : EPOCH 17 - PROGRESS: at 14.63% examples, 183594 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:35,200 : INFO : EPOCH 17 - PROGRESS: at 14.75% examples, 183594 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:36,267 : INFO : EPOCH 17 - PROGRESS: at 14.86% examples, 183603 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:37,303 : INFO : EPOCH 17 - PROGRESS: at 14.95% examples, 183579 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:38,347 : INFO : EPOCH 17 - PROGRESS: at 15.07% examples, 183676 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:12:39,352 : INFO : EPOCH 17 - PROGRESS: at 15.16% examples, 183649 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:40,421 : INFO : EPOCH 17 - PROGRESS: at 15.28% examples, 183647 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:12:41,474 : INFO : EPOCH 17 - PROGRESS: at 15.38% examples, 183675 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:42,500 : INFO : EPOCH 17 - PROGRESS: at 15.49% examples, 183640 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:43,537 : INFO : EPOCH 17 - PROGRESS: at 15.58% examples, 183630 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:44,562 : INFO : EPOCH 17 - PROGRESS: at 15.69% examples, 183629 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:45,565 : INFO : EPOCH 17 - PROGRESS: at 15.79% examples, 183608 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:46,645 : INFO : EPOCH 17 - PROGRESS: at 15.90% examples, 183606 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:47,712 : INFO : EPOCH 17 - PROGRESS: at 16.01% examples, 183577 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:48,727 : INFO : EPOCH 17 - PROGRESS: at 16.12% examples, 183611 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:49,782 : INFO : EPOCH 17 - PROGRESS: at 16.22% examples, 183624 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:50,830 : INFO : EPOCH 17 - PROGRESS: at 16.33% examples, 183594 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:51,840 : INFO : EPOCH 17 - PROGRESS: at 16.44% examples, 183660 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:52,886 : INFO : EPOCH 17 - PROGRESS: at 16.54% examples, 183632 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:12:53,891 : INFO : EPOCH 17 - PROGRESS: at 16.63% examples, 183662 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:54,950 : INFO : EPOCH 17 - PROGRESS: at 16.74% examples, 183645 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:55,967 : INFO : EPOCH 17 - PROGRESS: at 16.85% examples, 183687 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:12:56,978 : INFO : EPOCH 17 - PROGRESS: at 16.96% examples, 183680 words/s, in_qsize 4, out_qsize 1
2020-07-16 17:12:58,017 : INFO : EPOCH 17 - PROGRESS: at 17.06% examples, 183668 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:12:59,047 : INFO : EPOCH 17 - PROGRESS: at 17.14% examples, 183681 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:00,049 : INFO : EPOCH 17 - PROGRESS: at 17.22% examples, 183687 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:01,076 : INFO : EPOCH 17 - PROGRESS: at 17.34% examples, 183748 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:02,125 : INFO : EPOCH 17 - PROGRESS: at 17.43% examples, 183610 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:03,151 : INFO : EPOCH 17 - PROGRESS: at 17.51% examples, 183483 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:04,187 : INFO : EPOCH 17 - PROGRESS: at 17.61% examples, 183460 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:05,289 : INFO : EPOCH 17 - PROGRESS: at 17.71% examples, 183436 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:13:06,370 : INFO : EPOCH 17 - PROGRESS: at 17.83% examples, 183464 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:07,385 : INFO : EPOCH 17 - PROGRESS: at 17.92% examples, 183476 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:08,412 : INFO : EPOCH 17 - PROGRESS: at 18.03% examples, 183505 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:13:09,425 : INFO : EPOCH 17 - PROGRESS: at 18.13% examples, 183483 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:13:10,451 : INFO : EPOCH 17 - PROGRESS: at 18.23% examples, 183510 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:11,453 : INFO : EPOCH 17 - PROGRESS: at 18.34% examples, 183522 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:12,461 : INFO : EPOCH 17 - PROGRESS: at 18.44% examples, 183606 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:13,490 : INFO : EPOCH 17 - PROGRESS: at 18.53% examples, 183533 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:14,495 : INFO : EPOCH 17 - PROGRESS: at 18.63% examples, 183567 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:15,520 : INFO : EPOCH 17 - PROGRESS: at 18.71% examples, 183546 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:16,604 : INFO : EPOCH 17 - PROGRESS: at 18.82% examples, 183538 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:17,614 : INFO : EPOCH 17 - PROGRESS: at 18.92% examples, 183569 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:18,641 : INFO : EPOCH 17 - PROGRESS: at 19.02% examples, 183581 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:19,694 : INFO : EPOCH 17 - PROGRESS: at 19.11% examples, 183538 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:13:20,731 : INFO : EPOCH 17 - PROGRESS: at 19.22% examples, 183543 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:13:21,781 : INFO : EPOCH 17 - PROGRESS: at 19.32% examples, 183550 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:22,844 : INFO : EPOCH 17 - PROGRESS: at 19.44% examples, 183600 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:23,885 : INFO : EPOCH 17 - PROGRESS: at 19.53% examples, 183598 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:24,905 : INFO : EPOCH 17 - PROGRESS: at 19.63% examples, 183613 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:25,913 : INFO : EPOCH 17 - PROGRESS: at 19.74% examples, 183582 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:13:26,968 : INFO : EPOCH 17 - PROGRESS: at 19.83% examples, 183603 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:27,984 : INFO : EPOCH 17 - PROGRESS: at 19.96% examples, 183708 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:28,995 : INFO : EPOCH 17 - PROGRESS: at 20.06% examples, 183708 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:29,999 : INFO : EPOCH 17 - PROGRESS: at 20.16% examples, 183708 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:31,084 : INFO : EPOCH 17 - PROGRESS: at 20.26% examples, 183661 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:32,102 : INFO : EPOCH 17 - PROGRESS: at 20.35% examples, 183653 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:33,107 : INFO : EPOCH 17 - PROGRESS: at 20.46% examples, 183711 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:34,165 : INFO : EPOCH 17 - PROGRESS: at 20.57% examples, 183699 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:35,209 : INFO : EPOCH 17 - PROGRESS: at 20.67% examples, 183718 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:36,267 : INFO : EPOCH 17 - PROGRESS: at 20.79% examples, 183694 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:37,289 : INFO : EPOCH 17 - PROGRESS: at 20.88% examples, 183714 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:38,308 : INFO : EPOCH 17 - PROGRESS: at 20.98% examples, 183679 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:39,316 : INFO : EPOCH 17 - PROGRESS: at 21.09% examples, 183711 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:40,352 : INFO : EPOCH 17 - PROGRESS: at 21.19% examples, 183687 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:41,354 : INFO : EPOCH 17 - PROGRESS: at 21.29% examples, 183734 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:42,385 : INFO : EPOCH 17 - PROGRESS: at 21.38% examples, 183698 words/s, in_qsize 7, out_qsize 1
2020-07-16 17:13:43,398 : INFO : EPOCH 17 - PROGRESS: at 21.49% examples, 183722 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:44,505 : INFO : EPOCH 17 - PROGRESS: at 21.60% examples, 183671 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:45,554 : INFO : EPOCH 17 - PROGRESS: at 21.70% examples, 183699 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:46,556 : INFO : EPOCH 17 - PROGRESS: at 21.80% examples, 183724 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:47,568 : INFO : EPOCH 17 - PROGRESS: at 21.91% examples, 183782 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:48,572 : INFO : EPOCH 17 - PROGRESS: at 22.03% examples, 183904 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:49,621 : INFO : EPOCH 17 - PROGRESS: at 22.14% examples, 183908 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:50,630 : INFO : EPOCH 17 - PROGRESS: at 22.25% examples, 183962 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:51,632 : INFO : EPOCH 17 - PROGRESS: at 22.34% examples, 183967 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:13:52,636 : INFO : EPOCH 17 - PROGRESS: at 22.42% examples, 183932 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:53,700 : INFO : EPOCH 17 - PROGRESS: at 22.52% examples, 183977 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:54,749 : INFO : EPOCH 17 - PROGRESS: at 22.62% examples, 184014 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:55,789 : INFO : EPOCH 17 - PROGRESS: at 22.72% examples, 183979 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:56,803 : INFO : EPOCH 17 - PROGRESS: at 22.85% examples, 184029 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:57,886 : INFO : EPOCH 17 - PROGRESS: at 22.94% examples, 183984 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:58,903 : INFO : EPOCH 17 - PROGRESS: at 23.05% examples, 184071 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:13:59,919 : INFO : EPOCH 17 - PROGRESS: at 23.15% examples, 184079 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:00,955 : INFO : EPOCH 17 - PROGRESS: at 23.26% examples, 184063 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:01,956 : INFO : EPOCH 17 - PROGRESS: at 23.36% examples, 184076 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:02,959 : INFO : EPOCH 17 - PROGRESS: at 23.45% examples, 184087 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:03,976 : INFO : EPOCH 17 - PROGRESS: at 23.55% examples, 184076 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:05,046 : INFO : EPOCH 17 - PROGRESS: at 23.66% examples, 184072 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:06,066 : INFO : EPOCH 17 - PROGRESS: at 23.77% examples, 184094 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:07,072 : INFO : EPOCH 17 - PROGRESS: at 23.88% examples, 184113 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:08,077 : INFO : EPOCH 17 - PROGRESS: at 23.99% examples, 184138 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:09,084 : INFO : EPOCH 17 - PROGRESS: at 24.10% examples, 184161 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:10,098 : INFO : EPOCH 17 - PROGRESS: at 24.18% examples, 184148 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:11,174 : INFO : EPOCH 17 - PROGRESS: at 24.29% examples, 184117 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:12,272 : INFO : EPOCH 17 - PROGRESS: at 24.39% examples, 184111 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:13,292 : INFO : EPOCH 17 - PROGRESS: at 24.50% examples, 184146 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:14,307 : INFO : EPOCH 17 - PROGRESS: at 24.59% examples, 184183 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:15,321 : INFO : EPOCH 17 - PROGRESS: at 24.69% examples, 184162 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:16,327 : INFO : EPOCH 17 - PROGRESS: at 24.79% examples, 184191 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:17,375 : INFO : EPOCH 17 - PROGRESS: at 24.89% examples, 184203 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:18,465 : INFO : EPOCH 17 - PROGRESS: at 24.99% examples, 184163 words/s, in_qsize 8, out_qsize 2
2020-07-16 17:14:19,548 : INFO : EPOCH 17 - PROGRESS: at 25.07% examples, 184150 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:20,609 : INFO : EPOCH 17 - PROGRESS: at 25.18% examples, 184164 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:21,677 : INFO : EPOCH 17 - PROGRESS: at 25.30% examples, 184158 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:22,686 : INFO : EPOCH 17 - PROGRESS: at 25.40% examples, 184183 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:23,737 : INFO : EPOCH 17 - PROGRESS: at 25.50% examples, 184206 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:24,748 : INFO : EPOCH 17 - PROGRESS: at 25.60% examples, 184216 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:25,757 : INFO : EPOCH 17 - PROGRESS: at 25.69% examples, 184237 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:26,816 : INFO : EPOCH 17 - PROGRESS: at 25.79% examples, 184213 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:27,851 : INFO : EPOCH 17 - PROGRESS: at 25.88% examples, 184207 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:28,866 : INFO : EPOCH 17 - PROGRESS: at 25.99% examples, 184225 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:29,873 : INFO : EPOCH 17 - PROGRESS: at 26.08% examples, 184194 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:30,920 : INFO : EPOCH 17 - PROGRESS: at 26.20% examples, 184210 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:31,931 : INFO : EPOCH 17 - PROGRESS: at 26.30% examples, 184196 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:32,945 : INFO : EPOCH 17 - PROGRESS: at 26.40% examples, 184210 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:33,975 : INFO : EPOCH 17 - PROGRESS: at 26.53% examples, 184239 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:35,038 : INFO : EPOCH 17 - PROGRESS: at 26.64% examples, 184228 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:36,065 : INFO : EPOCH 17 - PROGRESS: at 26.74% examples, 184250 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:37,083 : INFO : EPOCH 17 - PROGRESS: at 26.85% examples, 184250 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:38,085 : INFO : EPOCH 17 - PROGRESS: at 26.96% examples, 184245 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:39,114 : INFO : EPOCH 17 - PROGRESS: at 27.06% examples, 184243 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:40,172 : INFO : EPOCH 17 - PROGRESS: at 27.16% examples, 184239 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:41,181 : INFO : EPOCH 17 - PROGRESS: at 27.26% examples, 184279 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:42,283 : INFO : EPOCH 17 - PROGRESS: at 27.36% examples, 184222 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:43,355 : INFO : EPOCH 17 - PROGRESS: at 27.48% examples, 184241 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:44,357 : INFO : EPOCH 17 - PROGRESS: at 27.59% examples, 184324 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:45,433 : INFO : EPOCH 17 - PROGRESS: at 27.71% examples, 184283 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:46,444 : INFO : EPOCH 17 - PROGRESS: at 27.82% examples, 184309 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:47,495 : INFO : EPOCH 17 - PROGRESS: at 27.92% examples, 184289 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:14:48,518 : INFO : EPOCH 17 - PROGRESS: at 28.04% examples, 184309 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:49,539 : INFO : EPOCH 17 - PROGRESS: at 28.16% examples, 184365 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:50,562 : INFO : EPOCH 17 - PROGRESS: at 28.25% examples, 184308 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:51,568 : INFO : EPOCH 17 - PROGRESS: at 28.35% examples, 184341 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:52,609 : INFO : EPOCH 17 - PROGRESS: at 28.44% examples, 184340 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:53,629 : INFO : EPOCH 17 - PROGRESS: at 28.56% examples, 184353 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:54,642 : INFO : EPOCH 17 - PROGRESS: at 28.66% examples, 184361 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:55,659 : INFO : EPOCH 17 - PROGRESS: at 28.77% examples, 184321 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:56,698 : INFO : EPOCH 17 - PROGRESS: at 28.87% examples, 184344 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:57,711 : INFO : EPOCH 17 - PROGRESS: at 28.98% examples, 184342 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:58,722 : INFO : EPOCH 17 - PROGRESS: at 29.10% examples, 184331 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:14:59,793 : INFO : EPOCH 17 - PROGRESS: at 29.22% examples, 184408 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:00,812 : INFO : EPOCH 17 - PROGRESS: at 29.30% examples, 184409 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:01,822 : INFO : EPOCH 17 - PROGRESS: at 29.40% examples, 184386 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:02,833 : INFO : EPOCH 17 - PROGRESS: at 29.51% examples, 184388 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:03,879 : INFO : EPOCH 17 - PROGRESS: at 29.61% examples, 184412 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:04,898 : INFO : EPOCH 17 - PROGRESS: at 29.70% examples, 184424 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:05,900 : INFO : EPOCH 17 - PROGRESS: at 29.78% examples, 184415 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:06,963 : INFO : EPOCH 17 - PROGRESS: at 29.87% examples, 184367 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:07,981 : INFO : EPOCH 17 - PROGRESS: at 29.95% examples, 184370 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:09,042 : INFO : EPOCH 17 - PROGRESS: at 30.05% examples, 184394 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:10,043 : INFO : EPOCH 17 - PROGRESS: at 30.16% examples, 184409 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:11,138 : INFO : EPOCH 17 - PROGRESS: at 30.27% examples, 184378 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:12,155 : INFO : EPOCH 17 - PROGRESS: at 30.36% examples, 184414 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:13,208 : INFO : EPOCH 17 - PROGRESS: at 30.45% examples, 184394 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:14,262 : INFO : EPOCH 17 - PROGRESS: at 30.54% examples, 184388 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:15:15,263 : INFO : EPOCH 17 - PROGRESS: at 30.66% examples, 184379 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:15:16,318 : INFO : EPOCH 17 - PROGRESS: at 30.76% examples, 184393 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:17,439 : INFO : EPOCH 17 - PROGRESS: at 30.86% examples, 184357 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:18,463 : INFO : EPOCH 17 - PROGRESS: at 30.97% examples, 184371 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:19,480 : INFO : EPOCH 17 - PROGRESS: at 31.09% examples, 184411 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:20,487 : INFO : EPOCH 17 - PROGRESS: at 31.18% examples, 184396 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:21,526 : INFO : EPOCH 17 - PROGRESS: at 31.28% examples, 184394 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:22,537 : INFO : EPOCH 17 - PROGRESS: at 31.37% examples, 184401 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:23,594 : INFO : EPOCH 17 - PROGRESS: at 31.48% examples, 184400 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:24,633 : INFO : EPOCH 17 - PROGRESS: at 31.60% examples, 184414 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:25,637 : INFO : EPOCH 17 - PROGRESS: at 31.70% examples, 184426 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:26,711 : INFO : EPOCH 17 - PROGRESS: at 31.80% examples, 184407 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:27,716 : INFO : EPOCH 17 - PROGRESS: at 31.89% examples, 184400 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:28,747 : INFO : EPOCH 17 - PROGRESS: at 31.96% examples, 184373 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:29,835 : INFO : EPOCH 17 - PROGRESS: at 32.06% examples, 184334 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:30,849 : INFO : EPOCH 17 - PROGRESS: at 32.14% examples, 184339 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:31,895 : INFO : EPOCH 17 - PROGRESS: at 32.22% examples, 184243 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:32,940 : INFO : EPOCH 17 - PROGRESS: at 32.31% examples, 184132 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:33,940 : INFO : EPOCH 17 - PROGRESS: at 32.41% examples, 184143 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:34,947 : INFO : EPOCH 17 - PROGRESS: at 32.51% examples, 184159 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:36,037 : INFO : EPOCH 17 - PROGRESS: at 32.60% examples, 184137 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:37,044 : INFO : EPOCH 17 - PROGRESS: at 32.67% examples, 184141 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:38,107 : INFO : EPOCH 17 - PROGRESS: at 32.80% examples, 184125 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:39,113 : INFO : EPOCH 17 - PROGRESS: at 32.90% examples, 184126 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:40,123 : INFO : EPOCH 17 - PROGRESS: at 33.01% examples, 184117 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:41,132 : INFO : EPOCH 17 - PROGRESS: at 33.12% examples, 184156 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:42,142 : INFO : EPOCH 17 - PROGRESS: at 33.23% examples, 184129 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:43,158 : INFO : EPOCH 17 - PROGRESS: at 33.33% examples, 184107 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:44,168 : INFO : EPOCH 17 - PROGRESS: at 33.42% examples, 184138 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:45,176 : INFO : EPOCH 17 - PROGRESS: at 33.51% examples, 184162 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:46,200 : INFO : EPOCH 17 - PROGRESS: at 33.62% examples, 184136 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:47,204 : INFO : EPOCH 17 - PROGRESS: at 33.71% examples, 184134 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:48,287 : INFO : EPOCH 17 - PROGRESS: at 33.83% examples, 184125 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:49,335 : INFO : EPOCH 17 - PROGRESS: at 33.93% examples, 184135 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:50,406 : INFO : EPOCH 17 - PROGRESS: at 34.04% examples, 184146 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:51,448 : INFO : EPOCH 17 - PROGRESS: at 34.13% examples, 184131 words/s, in_qsize 7, out_qsize 1
2020-07-16 17:15:52,499 : INFO : EPOCH 17 - PROGRESS: at 34.23% examples, 184137 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:53,499 : INFO : EPOCH 17 - PROGRESS: at 34.34% examples, 184139 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:54,504 : INFO : EPOCH 17 - PROGRESS: at 34.42% examples, 184111 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:55,505 : INFO : EPOCH 17 - PROGRESS: at 34.53% examples, 184140 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:56,520 : INFO : EPOCH 17 - PROGRESS: at 34.63% examples, 184137 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:57,571 : INFO : EPOCH 17 - PROGRESS: at 34.73% examples, 184133 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:58,637 : INFO : EPOCH 17 - PROGRESS: at 34.85% examples, 184124 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:15:59,675 : INFO : EPOCH 17 - PROGRESS: at 34.96% examples, 184132 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:00,723 : INFO : EPOCH 17 - PROGRESS: at 35.06% examples, 184144 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:01,772 : INFO : EPOCH 17 - PROGRESS: at 35.16% examples, 184153 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:02,787 : INFO : EPOCH 17 - PROGRESS: at 35.27% examples, 184161 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:03,792 : INFO : EPOCH 17 - PROGRESS: at 35.36% examples, 184111 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:04,892 : INFO : EPOCH 17 - PROGRESS: at 35.45% examples, 184107 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:05,960 : INFO : EPOCH 17 - PROGRESS: at 35.57% examples, 184102 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:06,962 : INFO : EPOCH 17 - PROGRESS: at 35.67% examples, 184172 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:16:08,063 : INFO : EPOCH 17 - PROGRESS: at 35.77% examples, 184141 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:16:09,128 : INFO : EPOCH 17 - PROGRESS: at 35.86% examples, 184138 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:10,148 : INFO : EPOCH 17 - PROGRESS: at 35.96% examples, 184150 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:11,182 : INFO : EPOCH 17 - PROGRESS: at 36.06% examples, 184151 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:12,217 : INFO : EPOCH 17 - PROGRESS: at 36.17% examples, 184141 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:13,231 : INFO : EPOCH 17 - PROGRESS: at 36.27% examples, 184154 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:14,261 : INFO : EPOCH 17 - PROGRESS: at 36.36% examples, 184124 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:15,265 : INFO : EPOCH 17 - PROGRESS: at 36.46% examples, 184159 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:16,268 : INFO : EPOCH 17 - PROGRESS: at 36.56% examples, 184151 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:17,277 : INFO : EPOCH 17 - PROGRESS: at 36.63% examples, 184138 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:18,362 : INFO : EPOCH 17 - PROGRESS: at 36.74% examples, 184145 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:16:19,370 : INFO : EPOCH 17 - PROGRESS: at 36.84% examples, 184161 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:20,379 : INFO : EPOCH 17 - PROGRESS: at 36.93% examples, 184164 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:21,427 : INFO : EPOCH 17 - PROGRESS: at 37.03% examples, 184156 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:22,467 : INFO : EPOCH 17 - PROGRESS: at 37.14% examples, 184152 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:23,470 : INFO : EPOCH 17 - PROGRESS: at 37.23% examples, 184136 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:16:24,470 : INFO : EPOCH 17 - PROGRESS: at 37.34% examples, 184144 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:16:25,480 : INFO : EPOCH 17 - PROGRESS: at 37.44% examples, 184133 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:26,567 : INFO : EPOCH 17 - PROGRESS: at 37.55% examples, 184124 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:27,640 : INFO : EPOCH 17 - PROGRESS: at 37.66% examples, 184114 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:28,729 : INFO : EPOCH 17 - PROGRESS: at 37.76% examples, 184093 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:29,731 : INFO : EPOCH 17 - PROGRESS: at 37.88% examples, 184108 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:30,737 : INFO : EPOCH 17 - PROGRESS: at 37.97% examples, 184145 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:31,768 : INFO : EPOCH 17 - PROGRESS: at 38.07% examples, 184148 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:32,839 : INFO : EPOCH 17 - PROGRESS: at 38.18% examples, 184140 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:33,934 : INFO : EPOCH 17 - PROGRESS: at 38.27% examples, 184133 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:16:34,955 : INFO : EPOCH 17 - PROGRESS: at 38.37% examples, 184155 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:36,045 : INFO : EPOCH 17 - PROGRESS: at 38.46% examples, 184124 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:16:37,049 : INFO : EPOCH 17 - PROGRESS: at 38.57% examples, 184152 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:38,059 : INFO : EPOCH 17 - PROGRESS: at 38.66% examples, 184129 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:39,151 : INFO : EPOCH 17 - PROGRESS: at 38.77% examples, 184113 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:40,163 : INFO : EPOCH 17 - PROGRESS: at 38.85% examples, 184129 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:41,185 : INFO : EPOCH 17 - PROGRESS: at 38.97% examples, 184122 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:16:42,319 : INFO : EPOCH 17 - PROGRESS: at 39.09% examples, 184141 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:43,359 : INFO : EPOCH 17 - PROGRESS: at 39.20% examples, 184162 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:44,430 : INFO : EPOCH 17 - PROGRESS: at 39.28% examples, 184133 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:45,510 : INFO : EPOCH 17 - PROGRESS: at 39.39% examples, 184143 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:46,532 : INFO : EPOCH 17 - PROGRESS: at 39.50% examples, 184156 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:16:47,582 : INFO : EPOCH 17 - PROGRESS: at 39.61% examples, 184137 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:48,632 : INFO : EPOCH 17 - PROGRESS: at 39.71% examples, 184138 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:49,678 : INFO : EPOCH 17 - PROGRESS: at 39.81% examples, 184132 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:16:50,692 : INFO : EPOCH 17 - PROGRESS: at 39.90% examples, 184115 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:51,709 : INFO : EPOCH 17 - PROGRESS: at 39.99% examples, 184119 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:16:52,723 : INFO : EPOCH 17 - PROGRESS: at 40.10% examples, 184111 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:53,772 : INFO : EPOCH 17 - PROGRESS: at 40.20% examples, 184105 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:54,822 : INFO : EPOCH 17 - PROGRESS: at 40.29% examples, 184098 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:16:55,833 : INFO : EPOCH 17 - PROGRESS: at 40.40% examples, 184134 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:56,834 : INFO : EPOCH 17 - PROGRESS: at 40.49% examples, 184156 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:57,894 : INFO : EPOCH 17 - PROGRESS: at 40.59% examples, 184131 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:58,945 : INFO : EPOCH 17 - PROGRESS: at 40.69% examples, 184121 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:16:59,975 : INFO : EPOCH 17 - PROGRESS: at 40.80% examples, 184115 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:00,988 : INFO : EPOCH 17 - PROGRESS: at 40.91% examples, 184104 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:02,052 : INFO : EPOCH 17 - PROGRESS: at 41.00% examples, 184067 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:03,063 : INFO : EPOCH 17 - PROGRESS: at 41.09% examples, 184074 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:04,071 : INFO : EPOCH 17 - PROGRESS: at 41.20% examples, 184073 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:05,153 : INFO : EPOCH 17 - PROGRESS: at 41.29% examples, 184055 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:17:06,154 : INFO : EPOCH 17 - PROGRESS: at 41.38% examples, 184068 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:07,154 : INFO : EPOCH 17 - PROGRESS: at 41.47% examples, 184091 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:08,166 : INFO : EPOCH 17 - PROGRESS: at 41.56% examples, 184092 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:09,237 : INFO : EPOCH 17 - PROGRESS: at 41.66% examples, 184078 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:17:10,319 : INFO : EPOCH 17 - PROGRESS: at 41.77% examples, 184064 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:11,326 : INFO : EPOCH 17 - PROGRESS: at 41.87% examples, 184081 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:12,332 : INFO : EPOCH 17 - PROGRESS: at 41.96% examples, 184081 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:17:13,342 : INFO : EPOCH 17 - PROGRESS: at 42.06% examples, 184072 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:14,352 : INFO : EPOCH 17 - PROGRESS: at 42.17% examples, 184070 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:15,377 : INFO : EPOCH 17 - PROGRESS: at 42.27% examples, 184043 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:16,419 : INFO : EPOCH 17 - PROGRESS: at 42.38% examples, 184065 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:17,448 : INFO : EPOCH 17 - PROGRESS: at 42.48% examples, 184066 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:18,513 : INFO : EPOCH 17 - PROGRESS: at 42.60% examples, 184113 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:17:19,519 : INFO : EPOCH 17 - PROGRESS: at 42.71% examples, 184117 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:20,521 : INFO : EPOCH 17 - PROGRESS: at 42.80% examples, 184107 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:21,590 : INFO : EPOCH 17 - PROGRESS: at 42.89% examples, 184089 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:22,612 : INFO : EPOCH 17 - PROGRESS: at 43.02% examples, 184133 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:17:23,663 : INFO : EPOCH 17 - PROGRESS: at 43.10% examples, 184127 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:24,693 : INFO : EPOCH 17 - PROGRESS: at 43.20% examples, 184151 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:25,696 : INFO : EPOCH 17 - PROGRESS: at 43.32% examples, 184245 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:26,721 : INFO : EPOCH 17 - PROGRESS: at 43.45% examples, 184325 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:27,782 : INFO : EPOCH 17 - PROGRESS: at 43.58% examples, 184423 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:28,789 : INFO : EPOCH 17 - PROGRESS: at 43.69% examples, 184524 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:29,799 : INFO : EPOCH 17 - PROGRESS: at 43.82% examples, 184626 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:30,812 : INFO : EPOCH 17 - PROGRESS: at 43.95% examples, 184713 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:31,817 : INFO : EPOCH 17 - PROGRESS: at 44.05% examples, 184794 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:32,829 : INFO : EPOCH 17 - PROGRESS: at 44.18% examples, 184889 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:33,841 : INFO : EPOCH 17 - PROGRESS: at 44.32% examples, 184988 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:34,875 : INFO : EPOCH 17 - PROGRESS: at 44.43% examples, 185058 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:35,883 : INFO : EPOCH 17 - PROGRESS: at 44.56% examples, 185145 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:36,900 : INFO : EPOCH 17 - PROGRESS: at 44.68% examples, 185239 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:37,934 : INFO : EPOCH 17 - PROGRESS: at 44.81% examples, 185323 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:38,942 : INFO : EPOCH 17 - PROGRESS: at 44.95% examples, 185417 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:40,001 : INFO : EPOCH 17 - PROGRESS: at 45.06% examples, 185500 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:41,012 : INFO : EPOCH 17 - PROGRESS: at 45.20% examples, 185591 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:42,072 : INFO : EPOCH 17 - PROGRESS: at 45.33% examples, 185679 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:43,080 : INFO : EPOCH 17 - PROGRESS: at 45.44% examples, 185786 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:44,093 : INFO : EPOCH 17 - PROGRESS: at 45.57% examples, 185859 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:45,171 : INFO : EPOCH 17 - PROGRESS: at 45.67% examples, 185942 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:46,181 : INFO : EPOCH 17 - PROGRESS: at 45.79% examples, 186042 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:47,219 : INFO : EPOCH 17 - PROGRESS: at 45.92% examples, 186127 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:48,259 : INFO : EPOCH 17 - PROGRESS: at 46.04% examples, 186214 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:49,289 : INFO : EPOCH 17 - PROGRESS: at 46.15% examples, 186293 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:50,332 : INFO : EPOCH 17 - PROGRESS: at 46.27% examples, 186380 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:51,339 : INFO : EPOCH 17 - PROGRESS: at 46.39% examples, 186472 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:52,363 : INFO : EPOCH 17 - PROGRESS: at 46.52% examples, 186557 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:53,365 : INFO : EPOCH 17 - PROGRESS: at 46.64% examples, 186637 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:54,369 : INFO : EPOCH 17 - PROGRESS: at 46.76% examples, 186724 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:55,407 : INFO : EPOCH 17 - PROGRESS: at 46.87% examples, 186786 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:56,446 : INFO : EPOCH 17 - PROGRESS: at 46.99% examples, 186879 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:57,455 : INFO : EPOCH 17 - PROGRESS: at 47.10% examples, 186952 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:58,469 : INFO : EPOCH 17 - PROGRESS: at 47.23% examples, 187050 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:17:59,470 : INFO : EPOCH 17 - PROGRESS: at 47.34% examples, 187117 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:00,492 : INFO : EPOCH 17 - PROGRESS: at 47.47% examples, 187205 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:01,497 : INFO : EPOCH 17 - PROGRESS: at 47.59% examples, 187291 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:02,525 : INFO : EPOCH 17 - PROGRESS: at 47.71% examples, 187347 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:03,532 : INFO : EPOCH 17 - PROGRESS: at 47.87% examples, 187448 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:04,545 : INFO : EPOCH 17 - PROGRESS: at 47.98% examples, 187501 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:05,572 : INFO : EPOCH 17 - PROGRESS: at 48.12% examples, 187591 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:06,621 : INFO : EPOCH 17 - PROGRESS: at 48.24% examples, 187666 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:07,622 : INFO : EPOCH 17 - PROGRESS: at 48.38% examples, 187744 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:08,686 : INFO : EPOCH 17 - PROGRESS: at 48.51% examples, 187825 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:09,688 : INFO : EPOCH 17 - PROGRESS: at 48.65% examples, 187902 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:10,692 : INFO : EPOCH 17 - PROGRESS: at 48.77% examples, 187991 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:11,710 : INFO : EPOCH 17 - PROGRESS: at 48.88% examples, 188058 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:12,748 : INFO : EPOCH 17 - PROGRESS: at 49.00% examples, 188131 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:13,789 : INFO : EPOCH 17 - PROGRESS: at 49.13% examples, 188210 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:14,799 : INFO : EPOCH 17 - PROGRESS: at 49.27% examples, 188298 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:15,811 : INFO : EPOCH 17 - PROGRESS: at 49.37% examples, 188360 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:16,819 : INFO : EPOCH 17 - PROGRESS: at 49.51% examples, 188434 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:17,834 : INFO : EPOCH 17 - PROGRESS: at 49.62% examples, 188513 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:18,850 : INFO : EPOCH 17 - PROGRESS: at 49.74% examples, 188597 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:19,863 : INFO : EPOCH 17 - PROGRESS: at 49.86% examples, 188660 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:20,886 : INFO : EPOCH 17 - PROGRESS: at 49.99% examples, 188734 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:18:21,921 : INFO : EPOCH 17 - PROGRESS: at 50.10% examples, 188809 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:22,991 : INFO : EPOCH 17 - PROGRESS: at 50.23% examples, 188870 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:24,050 : INFO : EPOCH 17 - PROGRESS: at 50.36% examples, 188948 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:25,057 : INFO : EPOCH 17 - PROGRESS: at 50.48% examples, 189027 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:26,089 : INFO : EPOCH 17 - PROGRESS: at 50.58% examples, 189091 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:27,090 : INFO : EPOCH 17 - PROGRESS: at 50.72% examples, 189174 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:28,112 : INFO : EPOCH 17 - PROGRESS: at 50.86% examples, 189251 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:29,145 : INFO : EPOCH 17 - PROGRESS: at 50.98% examples, 189308 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:30,174 : INFO : EPOCH 17 - PROGRESS: at 51.10% examples, 189398 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:31,193 : INFO : EPOCH 17 - PROGRESS: at 51.23% examples, 189452 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:32,211 : INFO : EPOCH 17 - PROGRESS: at 51.36% examples, 189520 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:33,226 : INFO : EPOCH 17 - PROGRESS: at 51.49% examples, 189587 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:34,271 : INFO : EPOCH 17 - PROGRESS: at 51.63% examples, 189679 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:35,294 : INFO : EPOCH 17 - PROGRESS: at 51.74% examples, 189738 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:36,296 : INFO : EPOCH 17 - PROGRESS: at 51.86% examples, 189821 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:37,328 : INFO : EPOCH 17 - PROGRESS: at 51.99% examples, 189884 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:38,343 : INFO : EPOCH 17 - PROGRESS: at 52.09% examples, 189951 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:39,386 : INFO : EPOCH 17 - PROGRESS: at 52.23% examples, 190011 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:40,417 : INFO : EPOCH 17 - PROGRESS: at 52.36% examples, 190095 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:41,427 : INFO : EPOCH 17 - PROGRESS: at 52.48% examples, 190163 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:42,436 : INFO : EPOCH 17 - PROGRESS: at 52.59% examples, 190230 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:43,479 : INFO : EPOCH 17 - PROGRESS: at 52.71% examples, 190293 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:44,502 : INFO : EPOCH 17 - PROGRESS: at 52.84% examples, 190364 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:45,511 : INFO : EPOCH 17 - PROGRESS: at 52.97% examples, 190435 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:46,520 : INFO : EPOCH 17 - PROGRESS: at 53.08% examples, 190495 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:47,527 : INFO : EPOCH 17 - PROGRESS: at 53.19% examples, 190560 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:48,530 : INFO : EPOCH 17 - PROGRESS: at 53.30% examples, 190635 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:49,540 : INFO : EPOCH 17 - PROGRESS: at 53.44% examples, 190700 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:50,540 : INFO : EPOCH 17 - PROGRESS: at 53.58% examples, 190776 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:51,555 : INFO : EPOCH 17 - PROGRESS: at 53.68% examples, 190841 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:52,558 : INFO : EPOCH 17 - PROGRESS: at 53.80% examples, 190902 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:53,586 : INFO : EPOCH 17 - PROGRESS: at 53.91% examples, 190954 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:54,594 : INFO : EPOCH 17 - PROGRESS: at 54.04% examples, 191017 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:55,654 : INFO : EPOCH 17 - PROGRESS: at 54.15% examples, 191070 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:56,680 : INFO : EPOCH 17 - PROGRESS: at 54.26% examples, 191155 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:57,722 : INFO : EPOCH 17 - PROGRESS: at 54.38% examples, 191212 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:58,782 : INFO : EPOCH 17 - PROGRESS: at 54.51% examples, 191283 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:18:59,805 : INFO : EPOCH 17 - PROGRESS: at 54.62% examples, 191342 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:00,840 : INFO : EPOCH 17 - PROGRESS: at 54.73% examples, 191411 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:01,881 : INFO : EPOCH 17 - PROGRESS: at 54.85% examples, 191462 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:02,884 : INFO : EPOCH 17 - PROGRESS: at 54.97% examples, 191534 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:03,904 : INFO : EPOCH 17 - PROGRESS: at 55.11% examples, 191592 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:04,914 : INFO : EPOCH 17 - PROGRESS: at 55.23% examples, 191654 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:05,921 : INFO : EPOCH 17 - PROGRESS: at 55.37% examples, 191728 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:06,935 : INFO : EPOCH 17 - PROGRESS: at 55.49% examples, 191790 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:07,944 : INFO : EPOCH 17 - PROGRESS: at 55.57% examples, 191838 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:08,964 : INFO : EPOCH 17 - PROGRESS: at 55.69% examples, 191901 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:10,025 : INFO : EPOCH 17 - PROGRESS: at 55.81% examples, 191962 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:11,038 : INFO : EPOCH 17 - PROGRESS: at 55.96% examples, 192033 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:12,074 : INFO : EPOCH 17 - PROGRESS: at 56.08% examples, 192089 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:13,078 : INFO : EPOCH 17 - PROGRESS: at 56.21% examples, 192152 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:14,097 : INFO : EPOCH 17 - PROGRESS: at 56.32% examples, 192213 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:15,108 : INFO : EPOCH 17 - PROGRESS: at 56.44% examples, 192276 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:16,118 : INFO : EPOCH 17 - PROGRESS: at 56.55% examples, 192319 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:17,138 : INFO : EPOCH 17 - PROGRESS: at 56.68% examples, 192397 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:18,196 : INFO : EPOCH 17 - PROGRESS: at 56.81% examples, 192444 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:19,213 : INFO : EPOCH 17 - PROGRESS: at 56.93% examples, 192509 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:20,303 : INFO : EPOCH 17 - PROGRESS: at 57.06% examples, 192563 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:21,347 : INFO : EPOCH 17 - PROGRESS: at 57.19% examples, 192624 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:22,412 : INFO : EPOCH 17 - PROGRESS: at 57.30% examples, 192688 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:23,424 : INFO : EPOCH 17 - PROGRESS: at 57.43% examples, 192752 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:24,458 : INFO : EPOCH 17 - PROGRESS: at 57.55% examples, 192796 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:25,465 : INFO : EPOCH 17 - PROGRESS: at 57.68% examples, 192869 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:26,501 : INFO : EPOCH 17 - PROGRESS: at 57.81% examples, 192922 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:27,504 : INFO : EPOCH 17 - PROGRESS: at 57.93% examples, 192993 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:28,511 : INFO : EPOCH 17 - PROGRESS: at 58.04% examples, 193036 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:29,563 : INFO : EPOCH 17 - PROGRESS: at 58.17% examples, 193091 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:30,574 : INFO : EPOCH 17 - PROGRESS: at 58.32% examples, 193161 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:31,607 : INFO : EPOCH 17 - PROGRESS: at 58.43% examples, 193214 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:32,612 : INFO : EPOCH 17 - PROGRESS: at 58.56% examples, 193270 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:33,635 : INFO : EPOCH 17 - PROGRESS: at 58.68% examples, 193324 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:34,639 : INFO : EPOCH 17 - PROGRESS: at 58.79% examples, 193373 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:35,648 : INFO : EPOCH 17 - PROGRESS: at 58.91% examples, 193439 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:36,650 : INFO : EPOCH 17 - PROGRESS: at 59.05% examples, 193494 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:37,693 : INFO : EPOCH 17 - PROGRESS: at 59.19% examples, 193539 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:38,756 : INFO : EPOCH 17 - PROGRESS: at 59.31% examples, 193604 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:39,764 : INFO : EPOCH 17 - PROGRESS: at 59.45% examples, 193665 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:40,767 : INFO : EPOCH 17 - PROGRESS: at 59.58% examples, 193722 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:41,787 : INFO : EPOCH 17 - PROGRESS: at 59.71% examples, 193776 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:42,796 : INFO : EPOCH 17 - PROGRESS: at 59.84% examples, 193840 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:43,821 : INFO : EPOCH 17 - PROGRESS: at 59.97% examples, 193882 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:44,851 : INFO : EPOCH 17 - PROGRESS: at 60.08% examples, 193939 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:45,871 : INFO : EPOCH 17 - PROGRESS: at 60.21% examples, 193989 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:46,875 : INFO : EPOCH 17 - PROGRESS: at 60.34% examples, 194046 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:47,876 : INFO : EPOCH 17 - PROGRESS: at 60.46% examples, 194094 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:48,878 : INFO : EPOCH 17 - PROGRESS: at 60.58% examples, 194146 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:49,905 : INFO : EPOCH 17 - PROGRESS: at 60.70% examples, 194213 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:50,928 : INFO : EPOCH 17 - PROGRESS: at 60.83% examples, 194258 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:51,936 : INFO : EPOCH 17 - PROGRESS: at 60.95% examples, 194314 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:52,955 : INFO : EPOCH 17 - PROGRESS: at 61.08% examples, 194372 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:53,989 : INFO : EPOCH 17 - PROGRESS: at 61.20% examples, 194412 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:55,007 : INFO : EPOCH 17 - PROGRESS: at 61.33% examples, 194461 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:56,021 : INFO : EPOCH 17 - PROGRESS: at 61.46% examples, 194526 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:57,033 : INFO : EPOCH 17 - PROGRESS: at 61.60% examples, 194583 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:58,044 : INFO : EPOCH 17 - PROGRESS: at 61.70% examples, 194623 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:19:59,133 : INFO : EPOCH 17 - PROGRESS: at 61.81% examples, 194645 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:00,187 : INFO : EPOCH 17 - PROGRESS: at 61.95% examples, 194700 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:01,207 : INFO : EPOCH 17 - PROGRESS: at 62.06% examples, 194751 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:02,278 : INFO : EPOCH 17 - PROGRESS: at 62.18% examples, 194789 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:03,353 : INFO : EPOCH 17 - PROGRESS: at 62.31% examples, 194814 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:04,395 : INFO : EPOCH 17 - PROGRESS: at 62.41% examples, 194790 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:05,396 : INFO : EPOCH 17 - PROGRESS: at 62.55% examples, 194852 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:06,405 : INFO : EPOCH 17 - PROGRESS: at 62.66% examples, 194895 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:07,406 : INFO : EPOCH 17 - PROGRESS: at 62.75% examples, 194942 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:08,423 : INFO : EPOCH 17 - PROGRESS: at 62.87% examples, 194990 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:09,468 : INFO : EPOCH 17 - PROGRESS: at 62.99% examples, 195040 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:10,500 : INFO : EPOCH 17 - PROGRESS: at 63.12% examples, 195099 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:11,519 : INFO : EPOCH 17 - PROGRESS: at 63.24% examples, 195135 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:12,554 : INFO : EPOCH 17 - PROGRESS: at 63.35% examples, 195188 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:13,591 : INFO : EPOCH 17 - PROGRESS: at 63.48% examples, 195243 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:14,613 : INFO : EPOCH 17 - PROGRESS: at 63.59% examples, 195282 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:15,644 : INFO : EPOCH 17 - PROGRESS: at 63.73% examples, 195344 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:16,677 : INFO : EPOCH 17 - PROGRESS: at 63.86% examples, 195399 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:17,682 : INFO : EPOCH 17 - PROGRESS: at 63.98% examples, 195436 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:18,699 : INFO : EPOCH 17 - PROGRESS: at 64.11% examples, 195489 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:19,700 : INFO : EPOCH 17 - PROGRESS: at 64.23% examples, 195536 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:20,728 : INFO : EPOCH 17 - PROGRESS: at 64.36% examples, 195589 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:21,741 : INFO : EPOCH 17 - PROGRESS: at 64.49% examples, 195635 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:22,742 : INFO : EPOCH 17 - PROGRESS: at 64.62% examples, 195681 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:23,768 : INFO : EPOCH 17 - PROGRESS: at 64.74% examples, 195717 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:24,815 : INFO : EPOCH 17 - PROGRESS: at 64.87% examples, 195758 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:25,853 : INFO : EPOCH 17 - PROGRESS: at 64.99% examples, 195810 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:26,908 : INFO : EPOCH 17 - PROGRESS: at 65.14% examples, 195854 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:27,917 : INFO : EPOCH 17 - PROGRESS: at 65.26% examples, 195906 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:28,965 : INFO : EPOCH 17 - PROGRESS: at 65.36% examples, 195945 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:29,985 : INFO : EPOCH 17 - PROGRESS: at 65.52% examples, 196012 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:31,006 : INFO : EPOCH 17 - PROGRESS: at 65.64% examples, 196044 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:32,052 : INFO : EPOCH 17 - PROGRESS: at 65.78% examples, 196084 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:33,060 : INFO : EPOCH 17 - PROGRESS: at 65.90% examples, 196141 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:34,075 : INFO : EPOCH 17 - PROGRESS: at 66.01% examples, 196189 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:35,097 : INFO : EPOCH 17 - PROGRESS: at 66.13% examples, 196225 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:36,144 : INFO : EPOCH 17 - PROGRESS: at 66.25% examples, 196279 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:37,145 : INFO : EPOCH 17 - PROGRESS: at 66.38% examples, 196328 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:38,215 : INFO : EPOCH 17 - PROGRESS: at 66.49% examples, 196362 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:39,215 : INFO : EPOCH 17 - PROGRESS: at 66.63% examples, 196417 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:40,229 : INFO : EPOCH 17 - PROGRESS: at 66.76% examples, 196453 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:41,230 : INFO : EPOCH 17 - PROGRESS: at 66.88% examples, 196501 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:42,231 : INFO : EPOCH 17 - PROGRESS: at 67.02% examples, 196559 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:43,266 : INFO : EPOCH 17 - PROGRESS: at 67.15% examples, 196596 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:44,273 : INFO : EPOCH 17 - PROGRESS: at 67.27% examples, 196639 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:45,298 : INFO : EPOCH 17 - PROGRESS: at 67.39% examples, 196672 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:46,323 : INFO : EPOCH 17 - PROGRESS: at 67.53% examples, 196727 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:47,357 : INFO : EPOCH 17 - PROGRESS: at 67.66% examples, 196763 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:48,369 : INFO : EPOCH 17 - PROGRESS: at 67.79% examples, 196814 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:49,370 : INFO : EPOCH 17 - PROGRESS: at 67.91% examples, 196863 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:50,371 : INFO : EPOCH 17 - PROGRESS: at 68.05% examples, 196903 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:51,395 : INFO : EPOCH 17 - PROGRESS: at 68.16% examples, 196932 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:52,457 : INFO : EPOCH 17 - PROGRESS: at 68.29% examples, 196978 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:53,466 : INFO : EPOCH 17 - PROGRESS: at 68.44% examples, 197026 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:54,479 : INFO : EPOCH 17 - PROGRESS: at 68.54% examples, 197057 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:55,488 : INFO : EPOCH 17 - PROGRESS: at 68.67% examples, 197103 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:56,537 : INFO : EPOCH 17 - PROGRESS: at 68.78% examples, 197145 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:57,539 : INFO : EPOCH 17 - PROGRESS: at 68.91% examples, 197177 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:58,539 : INFO : EPOCH 17 - PROGRESS: at 69.01% examples, 197229 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:20:59,577 : INFO : EPOCH 17 - PROGRESS: at 69.13% examples, 197273 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:00,581 : INFO : EPOCH 17 - PROGRESS: at 69.27% examples, 197308 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:01,586 : INFO : EPOCH 17 - PROGRESS: at 69.39% examples, 197357 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:02,602 : INFO : EPOCH 17 - PROGRESS: at 69.52% examples, 197402 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:03,622 : INFO : EPOCH 17 - PROGRESS: at 69.65% examples, 197430 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:04,661 : INFO : EPOCH 17 - PROGRESS: at 69.78% examples, 197481 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:05,661 : INFO : EPOCH 17 - PROGRESS: at 69.90% examples, 197525 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:06,670 : INFO : EPOCH 17 - PROGRESS: at 70.02% examples, 197511 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:07,680 : INFO : EPOCH 17 - PROGRESS: at 70.10% examples, 197439 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:08,697 : INFO : EPOCH 17 - PROGRESS: at 70.17% examples, 197342 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:09,722 : INFO : EPOCH 17 - PROGRESS: at 70.26% examples, 197274 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:10,755 : INFO : EPOCH 17 - PROGRESS: at 70.33% examples, 197157 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:21:11,779 : INFO : EPOCH 17 - PROGRESS: at 70.41% examples, 197070 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:12,866 : INFO : EPOCH 17 - PROGRESS: at 70.49% examples, 196971 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:13,935 : INFO : EPOCH 17 - PROGRESS: at 70.56% examples, 196868 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:14,945 : INFO : EPOCH 17 - PROGRESS: at 70.63% examples, 196759 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:15,967 : INFO : EPOCH 17 - PROGRESS: at 70.74% examples, 196763 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:16,999 : INFO : EPOCH 17 - PROGRESS: at 70.86% examples, 196812 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:18,045 : INFO : EPOCH 17 - PROGRESS: at 70.97% examples, 196846 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:19,052 : INFO : EPOCH 17 - PROGRESS: at 71.11% examples, 196897 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:20,063 : INFO : EPOCH 17 - PROGRESS: at 71.22% examples, 196938 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:21,091 : INFO : EPOCH 17 - PROGRESS: at 71.37% examples, 196981 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:22,185 : INFO : EPOCH 17 - PROGRESS: at 71.50% examples, 197011 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:23,198 : INFO : EPOCH 17 - PROGRESS: at 71.62% examples, 197060 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:24,240 : INFO : EPOCH 17 - PROGRESS: at 71.75% examples, 197107 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:25,254 : INFO : EPOCH 17 - PROGRESS: at 71.87% examples, 197147 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:26,282 : INFO : EPOCH 17 - PROGRESS: at 72.01% examples, 197195 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:27,298 : INFO : EPOCH 17 - PROGRESS: at 72.13% examples, 197240 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:28,319 : INFO : EPOCH 17 - PROGRESS: at 72.23% examples, 197273 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:29,336 : INFO : EPOCH 17 - PROGRESS: at 72.36% examples, 197318 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:30,336 : INFO : EPOCH 17 - PROGRESS: at 72.48% examples, 197358 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:31,357 : INFO : EPOCH 17 - PROGRESS: at 72.59% examples, 197387 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:32,403 : INFO : EPOCH 17 - PROGRESS: at 72.73% examples, 197430 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:33,489 : INFO : EPOCH 17 - PROGRESS: at 72.86% examples, 197468 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:34,502 : INFO : EPOCH 17 - PROGRESS: at 72.98% examples, 197514 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:35,517 : INFO : EPOCH 17 - PROGRESS: at 73.10% examples, 197555 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:36,580 : INFO : EPOCH 17 - PROGRESS: at 73.23% examples, 197591 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:37,585 : INFO : EPOCH 17 - PROGRESS: at 73.36% examples, 197638 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:38,592 : INFO : EPOCH 17 - PROGRESS: at 73.48% examples, 197679 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:39,594 : INFO : EPOCH 17 - PROGRESS: at 73.58% examples, 197710 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:40,602 : INFO : EPOCH 17 - PROGRESS: at 73.71% examples, 197746 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:41,626 : INFO : EPOCH 17 - PROGRESS: at 73.83% examples, 197792 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:42,643 : INFO : EPOCH 17 - PROGRESS: at 73.96% examples, 197828 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:43,674 : INFO : EPOCH 17 - PROGRESS: at 74.08% examples, 197875 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:44,709 : INFO : EPOCH 17 - PROGRESS: at 74.21% examples, 197910 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:45,739 : INFO : EPOCH 17 - PROGRESS: at 74.32% examples, 197948 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:46,766 : INFO : EPOCH 17 - PROGRESS: at 74.42% examples, 197979 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:47,773 : INFO : EPOCH 17 - PROGRESS: at 74.54% examples, 198024 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:48,793 : INFO : EPOCH 17 - PROGRESS: at 74.66% examples, 198062 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:49,807 : INFO : EPOCH 17 - PROGRESS: at 74.79% examples, 198106 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:50,808 : INFO : EPOCH 17 - PROGRESS: at 74.91% examples, 198136 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:51,809 : INFO : EPOCH 17 - PROGRESS: at 75.04% examples, 198174 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:52,827 : INFO : EPOCH 17 - PROGRESS: at 75.16% examples, 198213 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:53,848 : INFO : EPOCH 17 - PROGRESS: at 75.27% examples, 198246 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:54,850 : INFO : EPOCH 17 - PROGRESS: at 75.40% examples, 198290 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:55,865 : INFO : EPOCH 17 - PROGRESS: at 75.53% examples, 198320 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:56,869 : INFO : EPOCH 17 - PROGRESS: at 75.66% examples, 198359 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:57,870 : INFO : EPOCH 17 - PROGRESS: at 75.79% examples, 198391 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:58,913 : INFO : EPOCH 17 - PROGRESS: at 75.92% examples, 198434 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:21:59,920 : INFO : EPOCH 17 - PROGRESS: at 76.04% examples, 198475 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:00,953 : INFO : EPOCH 17 - PROGRESS: at 76.15% examples, 198511 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:01,987 : INFO : EPOCH 17 - PROGRESS: at 76.28% examples, 198545 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:03,006 : INFO : EPOCH 17 - PROGRESS: at 76.40% examples, 198596 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:04,016 : INFO : EPOCH 17 - PROGRESS: at 76.51% examples, 198629 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:05,032 : INFO : EPOCH 17 - PROGRESS: at 76.61% examples, 198659 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:06,036 : INFO : EPOCH 17 - PROGRESS: at 76.74% examples, 198693 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:07,065 : INFO : EPOCH 17 - PROGRESS: at 76.87% examples, 198736 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:08,129 : INFO : EPOCH 17 - PROGRESS: at 76.99% examples, 198769 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:09,153 : INFO : EPOCH 17 - PROGRESS: at 77.13% examples, 198810 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:10,220 : INFO : EPOCH 17 - PROGRESS: at 77.25% examples, 198835 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:11,238 : INFO : EPOCH 17 - PROGRESS: at 77.37% examples, 198882 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:12,261 : INFO : EPOCH 17 - PROGRESS: at 77.48% examples, 198916 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:13,275 : INFO : EPOCH 17 - PROGRESS: at 77.59% examples, 198957 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:14,295 : INFO : EPOCH 17 - PROGRESS: at 77.73% examples, 198990 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:15,299 : INFO : EPOCH 17 - PROGRESS: at 77.85% examples, 199023 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:16,329 : INFO : EPOCH 17 - PROGRESS: at 77.97% examples, 199058 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:17,381 : INFO : EPOCH 17 - PROGRESS: at 78.11% examples, 199090 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:18,391 : INFO : EPOCH 17 - PROGRESS: at 78.23% examples, 199134 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:19,450 : INFO : EPOCH 17 - PROGRESS: at 78.33% examples, 199161 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:20,478 : INFO : EPOCH 17 - PROGRESS: at 78.46% examples, 199202 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:21,491 : INFO : EPOCH 17 - PROGRESS: at 78.58% examples, 199238 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:22,548 : INFO : EPOCH 17 - PROGRESS: at 78.71% examples, 199268 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:23,563 : INFO : EPOCH 17 - PROGRESS: at 78.83% examples, 199306 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:24,600 : INFO : EPOCH 17 - PROGRESS: at 78.96% examples, 199338 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:22:25,626 : INFO : EPOCH 17 - PROGRESS: at 79.09% examples, 199374 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:26,644 : INFO : EPOCH 17 - PROGRESS: at 79.21% examples, 199407 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:27,655 : INFO : EPOCH 17 - PROGRESS: at 79.34% examples, 199450 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:28,664 : INFO : EPOCH 17 - PROGRESS: at 79.47% examples, 199476 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:29,679 : INFO : EPOCH 17 - PROGRESS: at 79.61% examples, 199522 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:30,686 : INFO : EPOCH 17 - PROGRESS: at 79.73% examples, 199552 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:31,705 : INFO : EPOCH 17 - PROGRESS: at 79.83% examples, 199589 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:32,754 : INFO : EPOCH 17 - PROGRESS: at 79.94% examples, 199613 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:33,806 : INFO : EPOCH 17 - PROGRESS: at 80.07% examples, 199647 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:34,877 : INFO : EPOCH 17 - PROGRESS: at 80.21% examples, 199689 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:35,878 : INFO : EPOCH 17 - PROGRESS: at 80.34% examples, 199729 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:36,891 : INFO : EPOCH 17 - PROGRESS: at 80.45% examples, 199757 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:37,897 : INFO : EPOCH 17 - PROGRESS: at 80.57% examples, 199796 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:38,900 : INFO : EPOCH 17 - PROGRESS: at 80.67% examples, 199822 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:39,974 : INFO : EPOCH 17 - PROGRESS: at 80.79% examples, 199851 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:40,994 : INFO : EPOCH 17 - PROGRESS: at 80.91% examples, 199890 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:42,056 : INFO : EPOCH 17 - PROGRESS: at 81.04% examples, 199923 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:43,075 : INFO : EPOCH 17 - PROGRESS: at 81.15% examples, 199953 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:44,089 : INFO : EPOCH 17 - PROGRESS: at 81.27% examples, 199992 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:45,091 : INFO : EPOCH 17 - PROGRESS: at 81.40% examples, 200029 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:46,132 : INFO : EPOCH 17 - PROGRESS: at 81.50% examples, 200052 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:47,137 : INFO : EPOCH 17 - PROGRESS: at 81.61% examples, 200091 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:48,158 : INFO : EPOCH 17 - PROGRESS: at 81.74% examples, 200127 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:49,174 : INFO : EPOCH 17 - PROGRESS: at 81.84% examples, 200158 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:50,196 : INFO : EPOCH 17 - PROGRESS: at 81.97% examples, 200194 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:51,217 : INFO : EPOCH 17 - PROGRESS: at 82.09% examples, 200221 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:52,245 : INFO : EPOCH 17 - PROGRESS: at 82.23% examples, 200255 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:53,257 : INFO : EPOCH 17 - PROGRESS: at 82.35% examples, 200294 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:54,282 : INFO : EPOCH 17 - PROGRESS: at 82.48% examples, 200323 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:55,302 : INFO : EPOCH 17 - PROGRESS: at 82.61% examples, 200360 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:56,336 : INFO : EPOCH 17 - PROGRESS: at 82.72% examples, 200384 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:57,408 : INFO : EPOCH 17 - PROGRESS: at 82.85% examples, 200414 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:58,473 : INFO : EPOCH 17 - PROGRESS: at 82.97% examples, 200452 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:22:59,475 : INFO : EPOCH 17 - PROGRESS: at 83.07% examples, 200490 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:00,486 : INFO : EPOCH 17 - PROGRESS: at 83.19% examples, 200515 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:01,526 : INFO : EPOCH 17 - PROGRESS: at 83.34% examples, 200545 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:02,543 : INFO : EPOCH 17 - PROGRESS: at 83.46% examples, 200583 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:03,584 : INFO : EPOCH 17 - PROGRESS: at 83.58% examples, 200607 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:04,622 : INFO : EPOCH 17 - PROGRESS: at 83.71% examples, 200637 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:05,688 : INFO : EPOCH 17 - PROGRESS: at 83.84% examples, 200671 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:06,722 : INFO : EPOCH 17 - PROGRESS: at 83.98% examples, 200704 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:07,744 : INFO : EPOCH 17 - PROGRESS: at 84.11% examples, 200733 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:08,747 : INFO : EPOCH 17 - PROGRESS: at 84.24% examples, 200772 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:09,840 : INFO : EPOCH 17 - PROGRESS: at 84.37% examples, 200792 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:10,880 : INFO : EPOCH 17 - PROGRESS: at 84.48% examples, 200829 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:11,922 : INFO : EPOCH 17 - PROGRESS: at 84.61% examples, 200864 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:12,922 : INFO : EPOCH 17 - PROGRESS: at 84.72% examples, 200902 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:13,941 : INFO : EPOCH 17 - PROGRESS: at 84.83% examples, 200931 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:14,976 : INFO : EPOCH 17 - PROGRESS: at 84.94% examples, 200952 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:16,020 : INFO : EPOCH 17 - PROGRESS: at 85.06% examples, 200988 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:17,033 : INFO : EPOCH 17 - PROGRESS: at 85.16% examples, 201022 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:18,041 : INFO : EPOCH 17 - PROGRESS: at 85.29% examples, 201047 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:19,075 : INFO : EPOCH 17 - PROGRESS: at 85.41% examples, 201068 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:20,087 : INFO : EPOCH 17 - PROGRESS: at 85.51% examples, 201111 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:21,111 : INFO : EPOCH 17 - PROGRESS: at 85.63% examples, 201135 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:22,125 : INFO : EPOCH 17 - PROGRESS: at 85.75% examples, 201173 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:23,158 : INFO : EPOCH 17 - PROGRESS: at 85.87% examples, 201199 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:24,197 : INFO : EPOCH 17 - PROGRESS: at 86.00% examples, 201230 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:25,213 : INFO : EPOCH 17 - PROGRESS: at 86.12% examples, 201254 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:26,214 : INFO : EPOCH 17 - PROGRESS: at 86.24% examples, 201285 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:27,216 : INFO : EPOCH 17 - PROGRESS: at 86.35% examples, 201316 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:28,224 : INFO : EPOCH 17 - PROGRESS: at 86.48% examples, 201345 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:29,277 : INFO : EPOCH 17 - PROGRESS: at 86.62% examples, 201381 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:30,283 : INFO : EPOCH 17 - PROGRESS: at 86.75% examples, 201409 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:31,285 : INFO : EPOCH 17 - PROGRESS: at 86.87% examples, 201429 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:32,351 : INFO : EPOCH 17 - PROGRESS: at 86.99% examples, 201459 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:33,364 : INFO : EPOCH 17 - PROGRESS: at 87.12% examples, 201497 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:34,390 : INFO : EPOCH 17 - PROGRESS: at 87.25% examples, 201527 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:35,395 : INFO : EPOCH 17 - PROGRESS: at 87.38% examples, 201560 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:36,408 : INFO : EPOCH 17 - PROGRESS: at 87.49% examples, 201573 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:37,447 : INFO : EPOCH 17 - PROGRESS: at 87.62% examples, 201607 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:38,449 : INFO : EPOCH 17 - PROGRESS: at 87.76% examples, 201629 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:39,515 : INFO : EPOCH 17 - PROGRESS: at 87.88% examples, 201656 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:23:40,586 : INFO : EPOCH 17 - PROGRESS: at 87.99% examples, 201685 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:41,639 : INFO : EPOCH 17 - PROGRESS: at 88.12% examples, 201710 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:42,648 : INFO : EPOCH 17 - PROGRESS: at 88.25% examples, 201745 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:43,710 : INFO : EPOCH 17 - PROGRESS: at 88.38% examples, 201769 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:44,742 : INFO : EPOCH 17 - PROGRESS: at 88.47% examples, 201716 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:45,809 : INFO : EPOCH 17 - PROGRESS: at 88.56% examples, 201640 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:46,848 : INFO : EPOCH 17 - PROGRESS: at 88.64% examples, 201573 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:47,851 : INFO : EPOCH 17 - PROGRESS: at 88.71% examples, 201478 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:48,915 : INFO : EPOCH 17 - PROGRESS: at 88.78% examples, 201395 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:49,952 : INFO : EPOCH 17 - PROGRESS: at 88.87% examples, 201316 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:51,036 : INFO : EPOCH 17 - PROGRESS: at 88.96% examples, 201219 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:52,061 : INFO : EPOCH 17 - PROGRESS: at 89.02% examples, 201138 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:53,073 : INFO : EPOCH 17 - PROGRESS: at 89.09% examples, 201065 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:54,185 : INFO : EPOCH 17 - PROGRESS: at 89.16% examples, 200959 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:23:55,298 : INFO : EPOCH 17 - PROGRESS: at 89.24% examples, 200870 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:56,305 : INFO : EPOCH 17 - PROGRESS: at 89.39% examples, 200902 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:57,309 : INFO : EPOCH 17 - PROGRESS: at 89.50% examples, 200929 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:58,318 : INFO : EPOCH 17 - PROGRESS: at 89.62% examples, 200954 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:23:59,363 : INFO : EPOCH 17 - PROGRESS: at 89.74% examples, 200982 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:00,403 : INFO : EPOCH 17 - PROGRESS: at 89.87% examples, 201013 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:01,449 : INFO : EPOCH 17 - PROGRESS: at 90.00% examples, 201042 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:02,498 : INFO : EPOCH 17 - PROGRESS: at 90.11% examples, 201067 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:03,511 : INFO : EPOCH 17 - PROGRESS: at 90.23% examples, 201098 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:04,577 : INFO : EPOCH 17 - PROGRESS: at 90.34% examples, 201118 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:05,595 : INFO : EPOCH 17 - PROGRESS: at 90.45% examples, 201119 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:06,613 : INFO : EPOCH 17 - PROGRESS: at 90.54% examples, 201061 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:07,619 : INFO : EPOCH 17 - PROGRESS: at 90.64% examples, 201001 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:08,627 : INFO : EPOCH 17 - PROGRESS: at 90.71% examples, 200917 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:09,676 : INFO : EPOCH 17 - PROGRESS: at 90.77% examples, 200831 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:10,710 : INFO : EPOCH 17 - PROGRESS: at 90.85% examples, 200787 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:11,718 : INFO : EPOCH 17 - PROGRESS: at 90.95% examples, 200766 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:12,745 : INFO : EPOCH 17 - PROGRESS: at 91.03% examples, 200732 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:13,800 : INFO : EPOCH 17 - PROGRESS: at 91.12% examples, 200699 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:24:14,856 : INFO : EPOCH 17 - PROGRESS: at 91.21% examples, 200669 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:15,890 : INFO : EPOCH 17 - PROGRESS: at 91.33% examples, 200654 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:16,903 : INFO : EPOCH 17 - PROGRESS: at 91.42% examples, 200631 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:17,920 : INFO : EPOCH 17 - PROGRESS: at 91.54% examples, 200609 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:18,957 : INFO : EPOCH 17 - PROGRESS: at 91.63% examples, 200566 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:20,023 : INFO : EPOCH 17 - PROGRESS: at 91.74% examples, 200544 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:21,029 : INFO : EPOCH 17 - PROGRESS: at 91.83% examples, 200524 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:22,117 : INFO : EPOCH 17 - PROGRESS: at 91.93% examples, 200494 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:24:23,183 : INFO : EPOCH 17 - PROGRESS: at 92.03% examples, 200473 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:24,189 : INFO : EPOCH 17 - PROGRESS: at 92.14% examples, 200460 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:25,221 : INFO : EPOCH 17 - PROGRESS: at 92.22% examples, 200423 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:26,285 : INFO : EPOCH 17 - PROGRESS: at 92.34% examples, 200403 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:27,332 : INFO : EPOCH 17 - PROGRESS: at 92.45% examples, 200383 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:28,333 : INFO : EPOCH 17 - PROGRESS: at 92.55% examples, 200361 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:29,382 : INFO : EPOCH 17 - PROGRESS: at 92.66% examples, 200330 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:24:30,406 : INFO : EPOCH 17 - PROGRESS: at 92.75% examples, 200303 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:31,435 : INFO : EPOCH 17 - PROGRESS: at 92.85% examples, 200273 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:32,497 : INFO : EPOCH 17 - PROGRESS: at 92.94% examples, 200224 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:33,514 : INFO : EPOCH 17 - PROGRESS: at 93.03% examples, 200169 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:34,520 : INFO : EPOCH 17 - PROGRESS: at 93.11% examples, 200116 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:35,589 : INFO : EPOCH 17 - PROGRESS: at 93.20% examples, 200087 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:36,593 : INFO : EPOCH 17 - PROGRESS: at 93.29% examples, 200061 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:37,606 : INFO : EPOCH 17 - PROGRESS: at 93.37% examples, 200037 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:38,672 : INFO : EPOCH 17 - PROGRESS: at 93.51% examples, 200014 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:39,757 : INFO : EPOCH 17 - PROGRESS: at 93.61% examples, 199991 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:40,778 : INFO : EPOCH 17 - PROGRESS: at 93.70% examples, 199970 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:41,779 : INFO : EPOCH 17 - PROGRESS: at 93.79% examples, 199947 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:42,807 : INFO : EPOCH 17 - PROGRESS: at 93.89% examples, 199926 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:43,844 : INFO : EPOCH 17 - PROGRESS: at 93.98% examples, 199902 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:44,851 : INFO : EPOCH 17 - PROGRESS: at 94.09% examples, 199884 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:45,925 : INFO : EPOCH 17 - PROGRESS: at 94.17% examples, 199856 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:24:46,934 : INFO : EPOCH 17 - PROGRESS: at 94.28% examples, 199838 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:47,953 : INFO : EPOCH 17 - PROGRESS: at 94.38% examples, 199808 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:24:49,026 : INFO : EPOCH 17 - PROGRESS: at 94.47% examples, 199786 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:50,046 : INFO : EPOCH 17 - PROGRESS: at 94.57% examples, 199776 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:51,096 : INFO : EPOCH 17 - PROGRESS: at 94.63% examples, 199746 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:52,101 : INFO : EPOCH 17 - PROGRESS: at 94.75% examples, 199720 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:53,157 : INFO : EPOCH 17 - PROGRESS: at 94.85% examples, 199698 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:24:54,187 : INFO : EPOCH 17 - PROGRESS: at 94.94% examples, 199674 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:24:55,244 : INFO : EPOCH 17 - PROGRESS: at 95.05% examples, 199653 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:56,327 : INFO : EPOCH 17 - PROGRESS: at 95.16% examples, 199630 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:57,374 : INFO : EPOCH 17 - PROGRESS: at 95.26% examples, 199601 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:58,388 : INFO : EPOCH 17 - PROGRESS: at 95.35% examples, 199585 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:24:59,403 : INFO : EPOCH 17 - PROGRESS: at 95.45% examples, 199563 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:00,477 : INFO : EPOCH 17 - PROGRESS: at 95.55% examples, 199537 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:01,553 : INFO : EPOCH 17 - PROGRESS: at 95.65% examples, 199514 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:25:02,589 : INFO : EPOCH 17 - PROGRESS: at 95.75% examples, 199498 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:25:03,597 : INFO : EPOCH 17 - PROGRESS: at 95.85% examples, 199478 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:04,673 : INFO : EPOCH 17 - PROGRESS: at 95.95% examples, 199459 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:25:05,685 : INFO : EPOCH 17 - PROGRESS: at 96.04% examples, 199442 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:25:06,713 : INFO : EPOCH 17 - PROGRESS: at 96.14% examples, 199423 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:07,750 : INFO : EPOCH 17 - PROGRESS: at 96.22% examples, 199413 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:08,752 : INFO : EPOCH 17 - PROGRESS: at 96.32% examples, 199395 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:09,766 : INFO : EPOCH 17 - PROGRESS: at 96.42% examples, 199373 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:10,781 : INFO : EPOCH 17 - PROGRESS: at 96.52% examples, 199343 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:11,862 : INFO : EPOCH 17 - PROGRESS: at 96.63% examples, 199319 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:12,916 : INFO : EPOCH 17 - PROGRESS: at 96.74% examples, 199298 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:13,918 : INFO : EPOCH 17 - PROGRESS: at 96.86% examples, 199280 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:14,950 : INFO : EPOCH 17 - PROGRESS: at 96.98% examples, 199262 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:15,983 : INFO : EPOCH 17 - PROGRESS: at 97.08% examples, 199239 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:16,991 : INFO : EPOCH 17 - PROGRESS: at 97.19% examples, 199225 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:17,997 : INFO : EPOCH 17 - PROGRESS: at 97.30% examples, 199205 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:19,030 : INFO : EPOCH 17 - PROGRESS: at 97.39% examples, 199188 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:20,040 : INFO : EPOCH 17 - PROGRESS: at 97.51% examples, 199175 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:21,065 : INFO : EPOCH 17 - PROGRESS: at 97.60% examples, 199148 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:22,081 : INFO : EPOCH 17 - PROGRESS: at 97.70% examples, 199131 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:23,086 : INFO : EPOCH 17 - PROGRESS: at 97.79% examples, 199106 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:24,091 : INFO : EPOCH 17 - PROGRESS: at 97.90% examples, 199091 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:25,109 : INFO : EPOCH 17 - PROGRESS: at 97.99% examples, 199060 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:25:26,177 : INFO : EPOCH 17 - PROGRESS: at 98.09% examples, 199040 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:27,195 : INFO : EPOCH 17 - PROGRESS: at 98.21% examples, 199032 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:28,237 : INFO : EPOCH 17 - PROGRESS: at 98.34% examples, 199011 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:29,245 : INFO : EPOCH 17 - PROGRESS: at 98.45% examples, 198999 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:30,283 : INFO : EPOCH 17 - PROGRESS: at 98.54% examples, 198979 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:31,307 : INFO : EPOCH 17 - PROGRESS: at 98.62% examples, 198954 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:32,309 : INFO : EPOCH 17 - PROGRESS: at 98.72% examples, 198947 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:33,343 : INFO : EPOCH 17 - PROGRESS: at 98.83% examples, 198912 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:34,374 : INFO : EPOCH 17 - PROGRESS: at 98.93% examples, 198893 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:35,404 : INFO : EPOCH 17 - PROGRESS: at 99.02% examples, 198880 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:36,464 : INFO : EPOCH 17 - PROGRESS: at 99.12% examples, 198850 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:37,466 : INFO : EPOCH 17 - PROGRESS: at 99.24% examples, 198856 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:38,484 : INFO : EPOCH 17 - PROGRESS: at 99.33% examples, 198830 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:39,527 : INFO : EPOCH 17 - PROGRESS: at 99.43% examples, 198802 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:25:40,561 : INFO : EPOCH 17 - PROGRESS: at 99.53% examples, 198782 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:25:41,567 : INFO : EPOCH 17 - PROGRESS: at 99.61% examples, 198773 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:42,595 : INFO : EPOCH 17 - PROGRESS: at 99.71% examples, 198746 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:43,626 : INFO : EPOCH 17 - PROGRESS: at 99.82% examples, 198723 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:44,636 : INFO : EPOCH 17 - PROGRESS: at 99.93% examples, 198705 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:25:45,332 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 17:25:45,340 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 17:25:45,351 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 17:25:45,351 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 17:25:45,352 : INFO : EPOCH - 17 : training on 246540407 raw words (186696534 effective words) took 939.6s, 198704 effective words/s
2020-07-16 17:25:46,359 : INFO : EPOCH 18 - PROGRESS: at 0.10% examples, 167895 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:47,393 : INFO : EPOCH 18 - PROGRESS: at 0.21% examples, 172352 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:48,437 : INFO : EPOCH 18 - PROGRESS: at 0.32% examples, 172278 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:49,441 : INFO : EPOCH 18 - PROGRESS: at 0.42% examples, 175018 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:25:50,460 : INFO : EPOCH 18 - PROGRESS: at 0.53% examples, 176784 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:51,509 : INFO : EPOCH 18 - PROGRESS: at 0.62% examples, 177666 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:52,522 : INFO : EPOCH 18 - PROGRESS: at 0.72% examples, 178218 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:25:53,525 : INFO : EPOCH 18 - PROGRESS: at 0.82% examples, 177948 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:54,560 : INFO : EPOCH 18 - PROGRESS: at 0.91% examples, 179027 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:55,582 : INFO : EPOCH 18 - PROGRESS: at 1.01% examples, 179082 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:56,591 : INFO : EPOCH 18 - PROGRESS: at 1.10% examples, 179203 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:57,607 : INFO : EPOCH 18 - PROGRESS: at 1.19% examples, 178581 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:58,666 : INFO : EPOCH 18 - PROGRESS: at 1.28% examples, 178445 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:25:59,707 : INFO : EPOCH 18 - PROGRESS: at 1.37% examples, 178395 words/s, in_qsize 5, out_qsize 2
2020-07-16 17:26:00,757 : INFO : EPOCH 18 - PROGRESS: at 1.49% examples, 179017 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:01,802 : INFO : EPOCH 18 - PROGRESS: at 1.59% examples, 178878 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:02,826 : INFO : EPOCH 18 - PROGRESS: at 1.69% examples, 179033 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:03,840 : INFO : EPOCH 18 - PROGRESS: at 1.79% examples, 178495 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:04,856 : INFO : EPOCH 18 - PROGRESS: at 1.89% examples, 178879 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:05,925 : INFO : EPOCH 18 - PROGRESS: at 2.00% examples, 178869 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:06,959 : INFO : EPOCH 18 - PROGRESS: at 2.09% examples, 178876 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:07,959 : INFO : EPOCH 18 - PROGRESS: at 2.18% examples, 178955 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:08,983 : INFO : EPOCH 18 - PROGRESS: at 2.28% examples, 178856 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:26:10,034 : INFO : EPOCH 18 - PROGRESS: at 2.37% examples, 178982 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:11,054 : INFO : EPOCH 18 - PROGRESS: at 2.47% examples, 179292 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:12,066 : INFO : EPOCH 18 - PROGRESS: at 2.57% examples, 179434 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:13,104 : INFO : EPOCH 18 - PROGRESS: at 2.66% examples, 179142 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:14,120 : INFO : EPOCH 18 - PROGRESS: at 2.77% examples, 179414 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:15,218 : INFO : EPOCH 18 - PROGRESS: at 2.88% examples, 179220 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:16,254 : INFO : EPOCH 18 - PROGRESS: at 2.97% examples, 179052 words/s, in_qsize 8, out_qsize 2
2020-07-16 17:26:17,317 : INFO : EPOCH 18 - PROGRESS: at 3.08% examples, 179505 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:18,339 : INFO : EPOCH 18 - PROGRESS: at 3.17% examples, 179476 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:26:19,345 : INFO : EPOCH 18 - PROGRESS: at 3.27% examples, 179861 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:20,359 : INFO : EPOCH 18 - PROGRESS: at 3.36% examples, 179764 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:21,367 : INFO : EPOCH 18 - PROGRESS: at 3.46% examples, 179878 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:22,404 : INFO : EPOCH 18 - PROGRESS: at 3.55% examples, 179869 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:23,448 : INFO : EPOCH 18 - PROGRESS: at 3.67% examples, 179938 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:26:24,480 : INFO : EPOCH 18 - PROGRESS: at 3.78% examples, 179914 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:26:25,563 : INFO : EPOCH 18 - PROGRESS: at 3.88% examples, 179892 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:26,577 : INFO : EPOCH 18 - PROGRESS: at 3.98% examples, 180234 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:26:27,611 : INFO : EPOCH 18 - PROGRESS: at 4.06% examples, 180001 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:28,643 : INFO : EPOCH 18 - PROGRESS: at 4.16% examples, 180090 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:29,683 : INFO : EPOCH 18 - PROGRESS: at 4.25% examples, 179897 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:30,718 : INFO : EPOCH 18 - PROGRESS: at 4.35% examples, 179871 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:31,803 : INFO : EPOCH 18 - PROGRESS: at 4.44% examples, 179859 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:32,807 : INFO : EPOCH 18 - PROGRESS: at 4.54% examples, 179781 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:33,808 : INFO : EPOCH 18 - PROGRESS: at 4.66% examples, 180094 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:26:34,825 : INFO : EPOCH 18 - PROGRESS: at 4.74% examples, 179936 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:35,829 : INFO : EPOCH 18 - PROGRESS: at 4.83% examples, 179991 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:36,884 : INFO : EPOCH 18 - PROGRESS: at 4.95% examples, 179951 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:37,890 : INFO : EPOCH 18 - PROGRESS: at 5.03% examples, 179944 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:26:38,908 : INFO : EPOCH 18 - PROGRESS: at 5.14% examples, 180071 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:39,910 : INFO : EPOCH 18 - PROGRESS: at 5.23% examples, 179940 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:26:40,992 : INFO : EPOCH 18 - PROGRESS: at 5.33% examples, 180019 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:42,038 : INFO : EPOCH 18 - PROGRESS: at 5.41% examples, 180025 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:43,112 : INFO : EPOCH 18 - PROGRESS: at 5.53% examples, 179967 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:44,118 : INFO : EPOCH 18 - PROGRESS: at 5.63% examples, 180029 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:45,181 : INFO : EPOCH 18 - PROGRESS: at 5.75% examples, 180033 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:26:46,210 : INFO : EPOCH 18 - PROGRESS: at 5.86% examples, 180118 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:26:47,249 : INFO : EPOCH 18 - PROGRESS: at 5.94% examples, 180156 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:48,258 : INFO : EPOCH 18 - PROGRESS: at 6.04% examples, 180188 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:49,261 : INFO : EPOCH 18 - PROGRESS: at 6.14% examples, 180271 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:50,290 : INFO : EPOCH 18 - PROGRESS: at 6.25% examples, 180304 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:51,297 : INFO : EPOCH 18 - PROGRESS: at 6.34% examples, 180154 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:52,340 : INFO : EPOCH 18 - PROGRESS: at 6.45% examples, 180194 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:26:53,341 : INFO : EPOCH 18 - PROGRESS: at 6.52% examples, 180320 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:54,349 : INFO : EPOCH 18 - PROGRESS: at 6.62% examples, 180228 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:55,352 : INFO : EPOCH 18 - PROGRESS: at 6.72% examples, 180402 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:56,369 : INFO : EPOCH 18 - PROGRESS: at 6.81% examples, 180391 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:57,387 : INFO : EPOCH 18 - PROGRESS: at 6.91% examples, 180404 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:58,395 : INFO : EPOCH 18 - PROGRESS: at 7.01% examples, 180478 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:26:59,415 : INFO : EPOCH 18 - PROGRESS: at 7.10% examples, 180305 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:00,472 : INFO : EPOCH 18 - PROGRESS: at 7.22% examples, 180362 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:01,488 : INFO : EPOCH 18 - PROGRESS: at 7.32% examples, 180400 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:02,509 : INFO : EPOCH 18 - PROGRESS: at 7.43% examples, 180455 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:03,532 : INFO : EPOCH 18 - PROGRESS: at 7.53% examples, 180483 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:04,556 : INFO : EPOCH 18 - PROGRESS: at 7.64% examples, 180432 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:05,603 : INFO : EPOCH 18 - PROGRESS: at 7.73% examples, 180522 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:06,610 : INFO : EPOCH 18 - PROGRESS: at 7.83% examples, 180508 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:07,625 : INFO : EPOCH 18 - PROGRESS: at 7.92% examples, 180450 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:08,642 : INFO : EPOCH 18 - PROGRESS: at 8.02% examples, 180485 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:09,718 : INFO : EPOCH 18 - PROGRESS: at 8.12% examples, 180491 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:10,740 : INFO : EPOCH 18 - PROGRESS: at 8.21% examples, 180461 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:11,792 : INFO : EPOCH 18 - PROGRESS: at 8.30% examples, 180451 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:12,881 : INFO : EPOCH 18 - PROGRESS: at 8.41% examples, 180472 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:13,921 : INFO : EPOCH 18 - PROGRESS: at 8.51% examples, 180507 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:14,947 : INFO : EPOCH 18 - PROGRESS: at 8.62% examples, 180511 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:15,955 : INFO : EPOCH 18 - PROGRESS: at 8.72% examples, 180542 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:27:17,054 : INFO : EPOCH 18 - PROGRESS: at 8.83% examples, 180463 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:18,065 : INFO : EPOCH 18 - PROGRESS: at 8.93% examples, 180595 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:19,167 : INFO : EPOCH 18 - PROGRESS: at 9.03% examples, 180537 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:20,175 : INFO : EPOCH 18 - PROGRESS: at 9.11% examples, 180498 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:21,197 : INFO : EPOCH 18 - PROGRESS: at 9.23% examples, 180572 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:27:22,247 : INFO : EPOCH 18 - PROGRESS: at 9.34% examples, 180558 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:23,282 : INFO : EPOCH 18 - PROGRESS: at 9.44% examples, 180603 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:24,301 : INFO : EPOCH 18 - PROGRESS: at 9.53% examples, 180591 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:25,346 : INFO : EPOCH 18 - PROGRESS: at 9.62% examples, 180516 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:26,353 : INFO : EPOCH 18 - PROGRESS: at 9.71% examples, 180556 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:27,454 : INFO : EPOCH 18 - PROGRESS: at 9.81% examples, 180515 words/s, in_qsize 8, out_qsize 2
2020-07-16 17:27:28,517 : INFO : EPOCH 18 - PROGRESS: at 9.92% examples, 180545 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:27:29,554 : INFO : EPOCH 18 - PROGRESS: at 10.03% examples, 180524 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:27:30,557 : INFO : EPOCH 18 - PROGRESS: at 10.12% examples, 180537 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:31,576 : INFO : EPOCH 18 - PROGRESS: at 10.23% examples, 180538 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:32,597 : INFO : EPOCH 18 - PROGRESS: at 10.33% examples, 180553 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:33,622 : INFO : EPOCH 18 - PROGRESS: at 10.44% examples, 180575 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:34,668 : INFO : EPOCH 18 - PROGRESS: at 10.54% examples, 180615 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:35,677 : INFO : EPOCH 18 - PROGRESS: at 10.63% examples, 180604 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:27:36,734 : INFO : EPOCH 18 - PROGRESS: at 10.74% examples, 180543 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:37,794 : INFO : EPOCH 18 - PROGRESS: at 10.84% examples, 180514 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:38,823 : INFO : EPOCH 18 - PROGRESS: at 10.93% examples, 180588 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:39,829 : INFO : EPOCH 18 - PROGRESS: at 11.03% examples, 180606 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:40,831 : INFO : EPOCH 18 - PROGRESS: at 11.14% examples, 180618 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:41,835 : INFO : EPOCH 18 - PROGRESS: at 11.23% examples, 180632 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:42,841 : INFO : EPOCH 18 - PROGRESS: at 11.33% examples, 180550 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:27:43,852 : INFO : EPOCH 18 - PROGRESS: at 11.43% examples, 180604 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:44,889 : INFO : EPOCH 18 - PROGRESS: at 11.52% examples, 180540 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:27:45,899 : INFO : EPOCH 18 - PROGRESS: at 11.60% examples, 180596 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:46,927 : INFO : EPOCH 18 - PROGRESS: at 11.69% examples, 180521 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:47,934 : INFO : EPOCH 18 - PROGRESS: at 11.80% examples, 180553 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:48,956 : INFO : EPOCH 18 - PROGRESS: at 11.92% examples, 180560 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:50,060 : INFO : EPOCH 18 - PROGRESS: at 12.03% examples, 180516 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:51,061 : INFO : EPOCH 18 - PROGRESS: at 12.13% examples, 180556 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:52,080 : INFO : EPOCH 18 - PROGRESS: at 12.24% examples, 180539 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:53,143 : INFO : EPOCH 18 - PROGRESS: at 12.34% examples, 180484 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:54,165 : INFO : EPOCH 18 - PROGRESS: at 12.42% examples, 180432 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:27:55,191 : INFO : EPOCH 18 - PROGRESS: at 12.52% examples, 180469 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:56,242 : INFO : EPOCH 18 - PROGRESS: at 12.61% examples, 180418 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:57,260 : INFO : EPOCH 18 - PROGRESS: at 12.71% examples, 180403 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:58,267 : INFO : EPOCH 18 - PROGRESS: at 12.83% examples, 180445 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:27:59,274 : INFO : EPOCH 18 - PROGRESS: at 12.93% examples, 180474 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:00,324 : INFO : EPOCH 18 - PROGRESS: at 13.04% examples, 180400 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:28:01,326 : INFO : EPOCH 18 - PROGRESS: at 13.14% examples, 180418 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:02,346 : INFO : EPOCH 18 - PROGRESS: at 13.26% examples, 180476 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:03,348 : INFO : EPOCH 18 - PROGRESS: at 13.37% examples, 180439 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:04,352 : INFO : EPOCH 18 - PROGRESS: at 13.44% examples, 180425 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:05,376 : INFO : EPOCH 18 - PROGRESS: at 13.56% examples, 180436 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:28:06,389 : INFO : EPOCH 18 - PROGRESS: at 13.66% examples, 180385 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:07,394 : INFO : EPOCH 18 - PROGRESS: at 13.74% examples, 180461 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:08,423 : INFO : EPOCH 18 - PROGRESS: at 13.84% examples, 180398 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:09,442 : INFO : EPOCH 18 - PROGRESS: at 13.93% examples, 180433 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:10,470 : INFO : EPOCH 18 - PROGRESS: at 14.04% examples, 180442 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:11,549 : INFO : EPOCH 18 - PROGRESS: at 14.16% examples, 180442 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:12,616 : INFO : EPOCH 18 - PROGRESS: at 14.27% examples, 180448 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:13,629 : INFO : EPOCH 18 - PROGRESS: at 14.38% examples, 180494 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:14,665 : INFO : EPOCH 18 - PROGRESS: at 14.46% examples, 180418 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:15,725 : INFO : EPOCH 18 - PROGRESS: at 14.58% examples, 180445 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:16,762 : INFO : EPOCH 18 - PROGRESS: at 14.67% examples, 180408 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:28:17,773 : INFO : EPOCH 18 - PROGRESS: at 14.79% examples, 180484 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:18,808 : INFO : EPOCH 18 - PROGRESS: at 14.90% examples, 180487 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:19,815 : INFO : EPOCH 18 - PROGRESS: at 14.98% examples, 180485 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:20,837 : INFO : EPOCH 18 - PROGRESS: at 15.09% examples, 180464 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:21,874 : INFO : EPOCH 18 - PROGRESS: at 15.19% examples, 180463 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:22,921 : INFO : EPOCH 18 - PROGRESS: at 15.30% examples, 180479 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:24,002 : INFO : EPOCH 18 - PROGRESS: at 15.41% examples, 180469 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:25,054 : INFO : EPOCH 18 - PROGRESS: at 15.51% examples, 180493 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:26,088 : INFO : EPOCH 18 - PROGRESS: at 15.60% examples, 180452 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:27,092 : INFO : EPOCH 18 - PROGRESS: at 15.70% examples, 180477 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:28,114 : INFO : EPOCH 18 - PROGRESS: at 15.82% examples, 180540 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:29,127 : INFO : EPOCH 18 - PROGRESS: at 15.92% examples, 180534 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:30,161 : INFO : EPOCH 18 - PROGRESS: at 16.03% examples, 180552 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:31,179 : INFO : EPOCH 18 - PROGRESS: at 16.13% examples, 180559 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:32,205 : INFO : EPOCH 18 - PROGRESS: at 16.22% examples, 180528 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:33,248 : INFO : EPOCH 18 - PROGRESS: at 16.33% examples, 180532 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:34,269 : INFO : EPOCH 18 - PROGRESS: at 16.44% examples, 180551 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:28:35,305 : INFO : EPOCH 18 - PROGRESS: at 16.54% examples, 180565 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:36,425 : INFO : EPOCH 18 - PROGRESS: at 16.64% examples, 180530 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:37,447 : INFO : EPOCH 18 - PROGRESS: at 16.74% examples, 180546 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:38,475 : INFO : EPOCH 18 - PROGRESS: at 16.84% examples, 180545 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:39,493 : INFO : EPOCH 18 - PROGRESS: at 16.96% examples, 180582 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:28:40,510 : INFO : EPOCH 18 - PROGRESS: at 17.05% examples, 180570 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:41,541 : INFO : EPOCH 18 - PROGRESS: at 17.13% examples, 180566 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:42,543 : INFO : EPOCH 18 - PROGRESS: at 17.22% examples, 180563 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:43,579 : INFO : EPOCH 18 - PROGRESS: at 17.32% examples, 180609 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:44,596 : INFO : EPOCH 18 - PROGRESS: at 17.43% examples, 180608 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:45,602 : INFO : EPOCH 18 - PROGRESS: at 17.52% examples, 180597 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:46,609 : INFO : EPOCH 18 - PROGRESS: at 17.61% examples, 180594 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:28:47,621 : INFO : EPOCH 18 - PROGRESS: at 17.71% examples, 180619 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:48,695 : INFO : EPOCH 18 - PROGRESS: at 17.81% examples, 180602 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:49,714 : INFO : EPOCH 18 - PROGRESS: at 17.92% examples, 180594 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:28:50,715 : INFO : EPOCH 18 - PROGRESS: at 18.01% examples, 180611 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:51,777 : INFO : EPOCH 18 - PROGRESS: at 18.11% examples, 180590 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:52,807 : INFO : EPOCH 18 - PROGRESS: at 18.22% examples, 180575 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:28:53,839 : INFO : EPOCH 18 - PROGRESS: at 18.32% examples, 180595 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:28:54,903 : INFO : EPOCH 18 - PROGRESS: at 18.41% examples, 180592 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:55,925 : INFO : EPOCH 18 - PROGRESS: at 18.51% examples, 180630 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:57,025 : INFO : EPOCH 18 - PROGRESS: at 18.61% examples, 180585 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:28:58,072 : INFO : EPOCH 18 - PROGRESS: at 18.71% examples, 180647 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:28:59,108 : INFO : EPOCH 18 - PROGRESS: at 18.80% examples, 180576 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:00,108 : INFO : EPOCH 18 - PROGRESS: at 18.90% examples, 180549 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:01,119 : INFO : EPOCH 18 - PROGRESS: at 18.99% examples, 180542 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:02,140 : INFO : EPOCH 18 - PROGRESS: at 19.07% examples, 180456 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:03,142 : INFO : EPOCH 18 - PROGRESS: at 19.15% examples, 180305 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:04,195 : INFO : EPOCH 18 - PROGRESS: at 19.24% examples, 180158 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:05,226 : INFO : EPOCH 18 - PROGRESS: at 19.34% examples, 180186 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:06,233 : INFO : EPOCH 18 - PROGRESS: at 19.44% examples, 180178 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:29:07,255 : INFO : EPOCH 18 - PROGRESS: at 19.54% examples, 180179 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:29:08,274 : INFO : EPOCH 18 - PROGRESS: at 19.64% examples, 180219 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:09,288 : INFO : EPOCH 18 - PROGRESS: at 19.75% examples, 180196 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:10,364 : INFO : EPOCH 18 - PROGRESS: at 19.84% examples, 180172 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:11,445 : INFO : EPOCH 18 - PROGRESS: at 19.95% examples, 180176 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:12,450 : INFO : EPOCH 18 - PROGRESS: at 20.06% examples, 180214 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:13,457 : INFO : EPOCH 18 - PROGRESS: at 20.14% examples, 180185 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:14,506 : INFO : EPOCH 18 - PROGRESS: at 20.25% examples, 180161 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:15,551 : INFO : EPOCH 18 - PROGRESS: at 20.34% examples, 180196 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:16,625 : INFO : EPOCH 18 - PROGRESS: at 20.45% examples, 180174 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:29:17,657 : INFO : EPOCH 18 - PROGRESS: at 20.55% examples, 180206 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:18,686 : INFO : EPOCH 18 - PROGRESS: at 20.66% examples, 180223 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:19,702 : INFO : EPOCH 18 - PROGRESS: at 20.75% examples, 180146 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:20,741 : INFO : EPOCH 18 - PROGRESS: at 20.85% examples, 180163 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:21,764 : INFO : EPOCH 18 - PROGRESS: at 20.96% examples, 180217 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:22,802 : INFO : EPOCH 18 - PROGRESS: at 21.06% examples, 180201 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:23,803 : INFO : EPOCH 18 - PROGRESS: at 21.17% examples, 180238 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:24,852 : INFO : EPOCH 18 - PROGRESS: at 21.26% examples, 180248 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:25,911 : INFO : EPOCH 18 - PROGRESS: at 21.36% examples, 180249 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:26,914 : INFO : EPOCH 18 - PROGRESS: at 21.46% examples, 180253 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:27,940 : INFO : EPOCH 18 - PROGRESS: at 21.57% examples, 180249 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:28,977 : INFO : EPOCH 18 - PROGRESS: at 21.67% examples, 180264 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:30,020 : INFO : EPOCH 18 - PROGRESS: at 21.76% examples, 180237 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:31,022 : INFO : EPOCH 18 - PROGRESS: at 21.85% examples, 180254 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:32,075 : INFO : EPOCH 18 - PROGRESS: at 21.98% examples, 180279 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:33,117 : INFO : EPOCH 18 - PROGRESS: at 22.08% examples, 180293 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:34,120 : INFO : EPOCH 18 - PROGRESS: at 22.18% examples, 180331 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:35,125 : INFO : EPOCH 18 - PROGRESS: at 22.29% examples, 180327 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:36,155 : INFO : EPOCH 18 - PROGRESS: at 22.37% examples, 180343 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:37,166 : INFO : EPOCH 18 - PROGRESS: at 22.47% examples, 180374 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:38,166 : INFO : EPOCH 18 - PROGRESS: at 22.56% examples, 180370 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:39,187 : INFO : EPOCH 18 - PROGRESS: at 22.64% examples, 180395 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:40,205 : INFO : EPOCH 18 - PROGRESS: at 22.76% examples, 180433 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:41,226 : INFO : EPOCH 18 - PROGRESS: at 22.87% examples, 180421 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:42,273 : INFO : EPOCH 18 - PROGRESS: at 22.96% examples, 180397 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:43,292 : INFO : EPOCH 18 - PROGRESS: at 23.06% examples, 180415 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:44,324 : INFO : EPOCH 18 - PROGRESS: at 23.16% examples, 180421 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:45,345 : INFO : EPOCH 18 - PROGRESS: at 23.26% examples, 180444 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:46,357 : INFO : EPOCH 18 - PROGRESS: at 23.37% examples, 180466 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:47,409 : INFO : EPOCH 18 - PROGRESS: at 23.46% examples, 180461 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:48,462 : INFO : EPOCH 18 - PROGRESS: at 23.56% examples, 180444 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:49,470 : INFO : EPOCH 18 - PROGRESS: at 23.67% examples, 180444 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:50,539 : INFO : EPOCH 18 - PROGRESS: at 23.78% examples, 180448 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:51,549 : INFO : EPOCH 18 - PROGRESS: at 23.88% examples, 180445 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:52,590 : INFO : EPOCH 18 - PROGRESS: at 23.99% examples, 180460 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:53,643 : INFO : EPOCH 18 - PROGRESS: at 24.10% examples, 180488 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:54,658 : INFO : EPOCH 18 - PROGRESS: at 24.19% examples, 180491 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:55,685 : INFO : EPOCH 18 - PROGRESS: at 24.29% examples, 180488 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:29:56,710 : INFO : EPOCH 18 - PROGRESS: at 24.38% examples, 180492 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:57,740 : INFO : EPOCH 18 - PROGRESS: at 24.48% examples, 180456 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:58,745 : INFO : EPOCH 18 - PROGRESS: at 24.57% examples, 180455 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:29:59,789 : INFO : EPOCH 18 - PROGRESS: at 24.66% examples, 180480 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:00,792 : INFO : EPOCH 18 - PROGRESS: at 24.77% examples, 180511 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:01,792 : INFO : EPOCH 18 - PROGRESS: at 24.86% examples, 180495 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:02,855 : INFO : EPOCH 18 - PROGRESS: at 24.96% examples, 180467 words/s, in_qsize 8, out_qsize 2
2020-07-16 17:30:03,868 : INFO : EPOCH 18 - PROGRESS: at 25.04% examples, 180483 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:04,905 : INFO : EPOCH 18 - PROGRESS: at 25.14% examples, 180529 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:05,933 : INFO : EPOCH 18 - PROGRESS: at 25.24% examples, 180505 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:07,009 : INFO : EPOCH 18 - PROGRESS: at 25.34% examples, 180497 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:08,056 : INFO : EPOCH 18 - PROGRESS: at 25.44% examples, 180472 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:09,073 : INFO : EPOCH 18 - PROGRESS: at 25.54% examples, 180490 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:10,084 : INFO : EPOCH 18 - PROGRESS: at 25.63% examples, 180468 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:11,101 : INFO : EPOCH 18 - PROGRESS: at 25.72% examples, 180502 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:12,125 : INFO : EPOCH 18 - PROGRESS: at 25.81% examples, 180489 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:13,131 : INFO : EPOCH 18 - PROGRESS: at 25.90% examples, 180474 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:30:14,135 : INFO : EPOCH 18 - PROGRESS: at 26.01% examples, 180486 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:15,169 : INFO : EPOCH 18 - PROGRESS: at 26.12% examples, 180481 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:30:16,267 : INFO : EPOCH 18 - PROGRESS: at 26.22% examples, 180467 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:30:17,307 : INFO : EPOCH 18 - PROGRESS: at 26.33% examples, 180504 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:18,309 : INFO : EPOCH 18 - PROGRESS: at 26.44% examples, 180545 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:19,326 : INFO : EPOCH 18 - PROGRESS: at 26.55% examples, 180507 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:20,372 : INFO : EPOCH 18 - PROGRESS: at 26.67% examples, 180529 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:21,400 : INFO : EPOCH 18 - PROGRESS: at 26.76% examples, 180535 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:22,429 : INFO : EPOCH 18 - PROGRESS: at 26.88% examples, 180543 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:30:23,455 : INFO : EPOCH 18 - PROGRESS: at 26.98% examples, 180538 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:24,487 : INFO : EPOCH 18 - PROGRESS: at 27.07% examples, 180530 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:25,554 : INFO : EPOCH 18 - PROGRESS: at 27.18% examples, 180555 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:26,571 : INFO : EPOCH 18 - PROGRESS: at 27.28% examples, 180586 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:27,595 : INFO : EPOCH 18 - PROGRESS: at 27.37% examples, 180583 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:30:28,624 : INFO : EPOCH 18 - PROGRESS: at 27.48% examples, 180559 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:29,668 : INFO : EPOCH 18 - PROGRESS: at 27.58% examples, 180558 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:30,705 : INFO : EPOCH 18 - PROGRESS: at 27.70% examples, 180552 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:31,753 : INFO : EPOCH 18 - PROGRESS: at 27.81% examples, 180540 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:32,773 : INFO : EPOCH 18 - PROGRESS: at 27.90% examples, 180531 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:30:33,808 : INFO : EPOCH 18 - PROGRESS: at 28.03% examples, 180537 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:34,822 : INFO : EPOCH 18 - PROGRESS: at 28.13% examples, 180560 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:35,858 : INFO : EPOCH 18 - PROGRESS: at 28.24% examples, 180560 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:36,881 : INFO : EPOCH 18 - PROGRESS: at 28.33% examples, 180566 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:37,881 : INFO : EPOCH 18 - PROGRESS: at 28.41% examples, 180545 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:30:38,902 : INFO : EPOCH 18 - PROGRESS: at 28.52% examples, 180562 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:39,937 : INFO : EPOCH 18 - PROGRESS: at 28.63% examples, 180575 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:40,977 : INFO : EPOCH 18 - PROGRESS: at 28.74% examples, 180570 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:41,989 : INFO : EPOCH 18 - PROGRESS: at 28.84% examples, 180587 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:43,014 : INFO : EPOCH 18 - PROGRESS: at 28.94% examples, 180547 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:44,027 : INFO : EPOCH 18 - PROGRESS: at 29.05% examples, 180551 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:45,127 : INFO : EPOCH 18 - PROGRESS: at 29.17% examples, 180556 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:46,194 : INFO : EPOCH 18 - PROGRESS: at 29.27% examples, 180566 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:47,244 : INFO : EPOCH 18 - PROGRESS: at 29.35% examples, 180536 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:48,264 : INFO : EPOCH 18 - PROGRESS: at 29.46% examples, 180539 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:49,288 : INFO : EPOCH 18 - PROGRESS: at 29.56% examples, 180568 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:50,323 : INFO : EPOCH 18 - PROGRESS: at 29.66% examples, 180558 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:51,357 : INFO : EPOCH 18 - PROGRESS: at 29.74% examples, 180555 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:52,389 : INFO : EPOCH 18 - PROGRESS: at 29.81% examples, 180571 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:53,406 : INFO : EPOCH 18 - PROGRESS: at 29.92% examples, 180572 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:54,429 : INFO : EPOCH 18 - PROGRESS: at 30.00% examples, 180579 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:55,442 : INFO : EPOCH 18 - PROGRESS: at 30.09% examples, 180582 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:56,469 : INFO : EPOCH 18 - PROGRESS: at 30.20% examples, 180580 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:30:57,494 : INFO : EPOCH 18 - PROGRESS: at 30.30% examples, 180588 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:58,532 : INFO : EPOCH 18 - PROGRESS: at 30.39% examples, 180557 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:30:59,611 : INFO : EPOCH 18 - PROGRESS: at 30.48% examples, 180559 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:00,674 : INFO : EPOCH 18 - PROGRESS: at 30.58% examples, 180559 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:01,701 : INFO : EPOCH 18 - PROGRESS: at 30.69% examples, 180574 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:02,732 : INFO : EPOCH 18 - PROGRESS: at 30.79% examples, 180560 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:03,735 : INFO : EPOCH 18 - PROGRESS: at 30.88% examples, 180568 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:04,746 : INFO : EPOCH 18 - PROGRESS: at 30.99% examples, 180564 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:05,749 : INFO : EPOCH 18 - PROGRESS: at 31.09% examples, 180561 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:31:06,798 : INFO : EPOCH 18 - PROGRESS: at 31.18% examples, 180552 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:07,868 : INFO : EPOCH 18 - PROGRESS: at 31.28% examples, 180544 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:08,992 : INFO : EPOCH 18 - PROGRESS: at 31.38% examples, 180520 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:10,041 : INFO : EPOCH 18 - PROGRESS: at 31.50% examples, 180547 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:31:11,043 : INFO : EPOCH 18 - PROGRESS: at 31.60% examples, 180561 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:12,067 : INFO : EPOCH 18 - PROGRESS: at 31.70% examples, 180552 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:13,070 : INFO : EPOCH 18 - PROGRESS: at 31.79% examples, 180561 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:14,085 : INFO : EPOCH 18 - PROGRESS: at 31.88% examples, 180542 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:15,157 : INFO : EPOCH 18 - PROGRESS: at 31.96% examples, 180544 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:16,215 : INFO : EPOCH 18 - PROGRESS: at 32.06% examples, 180537 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:17,225 : INFO : EPOCH 18 - PROGRESS: at 32.13% examples, 180540 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:31:18,245 : INFO : EPOCH 18 - PROGRESS: at 32.24% examples, 180583 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:19,342 : INFO : EPOCH 18 - PROGRESS: at 32.34% examples, 180547 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:20,381 : INFO : EPOCH 18 - PROGRESS: at 32.45% examples, 180588 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:21,451 : INFO : EPOCH 18 - PROGRESS: at 32.54% examples, 180574 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:22,461 : INFO : EPOCH 18 - PROGRESS: at 32.63% examples, 180598 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:23,465 : INFO : EPOCH 18 - PROGRESS: at 32.72% examples, 180590 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:24,497 : INFO : EPOCH 18 - PROGRESS: at 32.84% examples, 180600 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:31:25,585 : INFO : EPOCH 18 - PROGRESS: at 32.94% examples, 180594 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:26,625 : INFO : EPOCH 18 - PROGRESS: at 33.05% examples, 180607 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:27,644 : INFO : EPOCH 18 - PROGRESS: at 33.17% examples, 180645 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:28,654 : INFO : EPOCH 18 - PROGRESS: at 33.27% examples, 180634 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:29,694 : INFO : EPOCH 18 - PROGRESS: at 33.37% examples, 180638 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:30,714 : INFO : EPOCH 18 - PROGRESS: at 33.46% examples, 180646 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:31,715 : INFO : EPOCH 18 - PROGRESS: at 33.56% examples, 180644 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:32,748 : INFO : EPOCH 18 - PROGRESS: at 33.65% examples, 180638 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:33,813 : INFO : EPOCH 18 - PROGRESS: at 33.76% examples, 180636 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:34,831 : INFO : EPOCH 18 - PROGRESS: at 33.87% examples, 180643 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:35,836 : INFO : EPOCH 18 - PROGRESS: at 33.97% examples, 180666 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:36,905 : INFO : EPOCH 18 - PROGRESS: at 34.07% examples, 180655 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:37,935 : INFO : EPOCH 18 - PROGRESS: at 34.16% examples, 180657 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:38,972 : INFO : EPOCH 18 - PROGRESS: at 34.25% examples, 180655 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:39,990 : INFO : EPOCH 18 - PROGRESS: at 34.36% examples, 180660 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:41,011 : INFO : EPOCH 18 - PROGRESS: at 34.46% examples, 180659 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:42,037 : INFO : EPOCH 18 - PROGRESS: at 34.55% examples, 180640 words/s, in_qsize 7, out_qsize 1
2020-07-16 17:31:43,031 : INFO : EPOCH 18 - PROGRESS: at 34.65% examples, 180660 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:44,058 : INFO : EPOCH 18 - PROGRESS: at 34.76% examples, 180679 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:31:45,065 : INFO : EPOCH 18 - PROGRESS: at 34.86% examples, 180686 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:46,066 : INFO : EPOCH 18 - PROGRESS: at 34.98% examples, 180701 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:47,103 : INFO : EPOCH 18 - PROGRESS: at 35.06% examples, 180693 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:48,132 : INFO : EPOCH 18 - PROGRESS: at 35.16% examples, 180674 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:31:49,135 : INFO : EPOCH 18 - PROGRESS: at 35.26% examples, 180703 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:50,167 : INFO : EPOCH 18 - PROGRESS: at 35.37% examples, 180697 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:51,186 : INFO : EPOCH 18 - PROGRESS: at 35.45% examples, 180700 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:52,253 : INFO : EPOCH 18 - PROGRESS: at 35.56% examples, 180691 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:31:53,360 : INFO : EPOCH 18 - PROGRESS: at 35.66% examples, 180670 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:54,385 : INFO : EPOCH 18 - PROGRESS: at 35.75% examples, 180697 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:55,432 : INFO : EPOCH 18 - PROGRESS: at 35.85% examples, 180704 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:56,490 : INFO : EPOCH 18 - PROGRESS: at 35.94% examples, 180702 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:57,615 : INFO : EPOCH 18 - PROGRESS: at 36.05% examples, 180691 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:58,622 : INFO : EPOCH 18 - PROGRESS: at 36.16% examples, 180704 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:31:59,655 : INFO : EPOCH 18 - PROGRESS: at 36.26% examples, 180701 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:32:00,701 : INFO : EPOCH 18 - PROGRESS: at 36.35% examples, 180692 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:01,752 : INFO : EPOCH 18 - PROGRESS: at 36.45% examples, 180690 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:02,772 : INFO : EPOCH 18 - PROGRESS: at 36.54% examples, 180705 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:03,792 : INFO : EPOCH 18 - PROGRESS: at 36.62% examples, 180695 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:04,809 : INFO : EPOCH 18 - PROGRESS: at 36.71% examples, 180694 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:05,859 : INFO : EPOCH 18 - PROGRESS: at 36.82% examples, 180706 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:06,887 : INFO : EPOCH 18 - PROGRESS: at 36.91% examples, 180703 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:07,939 : INFO : EPOCH 18 - PROGRESS: at 37.01% examples, 180701 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:08,971 : INFO : EPOCH 18 - PROGRESS: at 37.11% examples, 180704 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:10,003 : INFO : EPOCH 18 - PROGRESS: at 37.21% examples, 180708 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:11,020 : INFO : EPOCH 18 - PROGRESS: at 37.32% examples, 180708 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:12,058 : INFO : EPOCH 18 - PROGRESS: at 37.41% examples, 180698 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:13,099 : INFO : EPOCH 18 - PROGRESS: at 37.53% examples, 180709 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:14,116 : INFO : EPOCH 18 - PROGRESS: at 37.62% examples, 180698 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:15,121 : INFO : EPOCH 18 - PROGRESS: at 37.72% examples, 180675 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:16,177 : INFO : EPOCH 18 - PROGRESS: at 37.84% examples, 180693 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:17,196 : INFO : EPOCH 18 - PROGRESS: at 37.93% examples, 180704 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:18,202 : INFO : EPOCH 18 - PROGRESS: at 38.02% examples, 180708 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:19,209 : INFO : EPOCH 18 - PROGRESS: at 38.13% examples, 180722 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:20,231 : INFO : EPOCH 18 - PROGRESS: at 38.21% examples, 180710 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:21,341 : INFO : EPOCH 18 - PROGRESS: at 38.33% examples, 180699 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:22,358 : INFO : EPOCH 18 - PROGRESS: at 38.41% examples, 180707 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:23,378 : INFO : EPOCH 18 - PROGRESS: at 38.50% examples, 180703 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:24,442 : INFO : EPOCH 18 - PROGRESS: at 38.60% examples, 180695 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:25,468 : INFO : EPOCH 18 - PROGRESS: at 38.70% examples, 180712 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:26,469 : INFO : EPOCH 18 - PROGRESS: at 38.79% examples, 180712 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:27,487 : INFO : EPOCH 18 - PROGRESS: at 38.89% examples, 180715 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:28,523 : INFO : EPOCH 18 - PROGRESS: at 39.01% examples, 180714 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:29,578 : INFO : EPOCH 18 - PROGRESS: at 39.11% examples, 180705 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:30,597 : INFO : EPOCH 18 - PROGRESS: at 39.21% examples, 180707 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:31,613 : INFO : EPOCH 18 - PROGRESS: at 39.30% examples, 180743 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:32,621 : INFO : EPOCH 18 - PROGRESS: at 39.39% examples, 180726 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:33,653 : INFO : EPOCH 18 - PROGRESS: at 39.50% examples, 180725 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:32:34,662 : INFO : EPOCH 18 - PROGRESS: at 39.60% examples, 180732 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:35,697 : INFO : EPOCH 18 - PROGRESS: at 39.69% examples, 180715 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:32:36,714 : INFO : EPOCH 18 - PROGRESS: at 39.79% examples, 180720 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:37,731 : INFO : EPOCH 18 - PROGRESS: at 39.90% examples, 180711 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:38,760 : INFO : EPOCH 18 - PROGRESS: at 39.99% examples, 180725 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:39,809 : INFO : EPOCH 18 - PROGRESS: at 40.08% examples, 180710 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:40,849 : INFO : EPOCH 18 - PROGRESS: at 40.18% examples, 180716 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:41,866 : INFO : EPOCH 18 - PROGRESS: at 40.28% examples, 180714 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:42,878 : INFO : EPOCH 18 - PROGRESS: at 40.37% examples, 180718 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:43,929 : INFO : EPOCH 18 - PROGRESS: at 40.47% examples, 180709 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:44,940 : INFO : EPOCH 18 - PROGRESS: at 40.56% examples, 180720 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:45,952 : INFO : EPOCH 18 - PROGRESS: at 40.67% examples, 180716 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:46,968 : INFO : EPOCH 18 - PROGRESS: at 40.77% examples, 180710 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:48,002 : INFO : EPOCH 18 - PROGRESS: at 40.88% examples, 180703 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:49,028 : INFO : EPOCH 18 - PROGRESS: at 40.97% examples, 180713 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:32:50,047 : INFO : EPOCH 18 - PROGRESS: at 41.07% examples, 180731 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:51,051 : INFO : EPOCH 18 - PROGRESS: at 41.17% examples, 180740 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:52,062 : INFO : EPOCH 18 - PROGRESS: at 41.26% examples, 180734 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:53,126 : INFO : EPOCH 18 - PROGRESS: at 41.35% examples, 180715 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:54,200 : INFO : EPOCH 18 - PROGRESS: at 41.44% examples, 180713 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:55,253 : INFO : EPOCH 18 - PROGRESS: at 41.54% examples, 180709 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:32:56,265 : INFO : EPOCH 18 - PROGRESS: at 41.63% examples, 180737 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:57,299 : INFO : EPOCH 18 - PROGRESS: at 41.74% examples, 180730 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:58,355 : INFO : EPOCH 18 - PROGRESS: at 41.83% examples, 180737 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:32:59,448 : INFO : EPOCH 18 - PROGRESS: at 41.93% examples, 180709 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:00,454 : INFO : EPOCH 18 - PROGRESS: at 42.03% examples, 180717 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:01,479 : INFO : EPOCH 18 - PROGRESS: at 42.14% examples, 180743 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:02,564 : INFO : EPOCH 18 - PROGRESS: at 42.25% examples, 180720 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:03,570 : INFO : EPOCH 18 - PROGRESS: at 42.35% examples, 180723 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:04,603 : INFO : EPOCH 18 - PROGRESS: at 42.45% examples, 180717 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:05,655 : INFO : EPOCH 18 - PROGRESS: at 42.55% examples, 180707 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:06,663 : INFO : EPOCH 18 - PROGRESS: at 42.66% examples, 180715 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:07,681 : INFO : EPOCH 18 - PROGRESS: at 42.75% examples, 180709 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:08,750 : INFO : EPOCH 18 - PROGRESS: at 42.85% examples, 180710 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:09,807 : INFO : EPOCH 18 - PROGRESS: at 42.95% examples, 180713 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:10,837 : INFO : EPOCH 18 - PROGRESS: at 43.05% examples, 180711 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:11,860 : INFO : EPOCH 18 - PROGRESS: at 43.14% examples, 180716 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:12,937 : INFO : EPOCH 18 - PROGRESS: at 43.24% examples, 180709 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:33:14,021 : INFO : EPOCH 18 - PROGRESS: at 43.33% examples, 180703 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:15,080 : INFO : EPOCH 18 - PROGRESS: at 43.45% examples, 180698 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:33:16,083 : INFO : EPOCH 18 - PROGRESS: at 43.55% examples, 180717 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:17,122 : INFO : EPOCH 18 - PROGRESS: at 43.64% examples, 180695 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:18,136 : INFO : EPOCH 18 - PROGRESS: at 43.72% examples, 180690 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:19,142 : INFO : EPOCH 18 - PROGRESS: at 43.83% examples, 180695 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:20,191 : INFO : EPOCH 18 - PROGRESS: at 43.94% examples, 180692 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:21,236 : INFO : EPOCH 18 - PROGRESS: at 44.03% examples, 180698 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:22,266 : INFO : EPOCH 18 - PROGRESS: at 44.13% examples, 180701 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:23,278 : INFO : EPOCH 18 - PROGRESS: at 44.24% examples, 180698 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:24,298 : INFO : EPOCH 18 - PROGRESS: at 44.34% examples, 180677 words/s, in_qsize 8, out_qsize 2
2020-07-16 17:33:25,327 : INFO : EPOCH 18 - PROGRESS: at 44.44% examples, 180687 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:26,366 : INFO : EPOCH 18 - PROGRESS: at 44.54% examples, 180689 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:27,409 : INFO : EPOCH 18 - PROGRESS: at 44.64% examples, 180663 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:28,447 : INFO : EPOCH 18 - PROGRESS: at 44.74% examples, 180679 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:29,515 : INFO : EPOCH 18 - PROGRESS: at 44.86% examples, 180666 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:30,538 : INFO : EPOCH 18 - PROGRESS: at 44.96% examples, 180660 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:33:31,568 : INFO : EPOCH 18 - PROGRESS: at 45.04% examples, 180640 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:32,572 : INFO : EPOCH 18 - PROGRESS: at 45.15% examples, 180629 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:33,604 : INFO : EPOCH 18 - PROGRESS: at 45.23% examples, 180557 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:34,657 : INFO : EPOCH 18 - PROGRESS: at 45.33% examples, 180507 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:33:35,665 : INFO : EPOCH 18 - PROGRESS: at 45.40% examples, 180497 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:36,670 : INFO : EPOCH 18 - PROGRESS: at 45.52% examples, 180515 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:37,698 : INFO : EPOCH 18 - PROGRESS: at 45.60% examples, 180492 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:38,759 : INFO : EPOCH 18 - PROGRESS: at 45.69% examples, 180491 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:39,794 : INFO : EPOCH 18 - PROGRESS: at 45.79% examples, 180506 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:40,797 : INFO : EPOCH 18 - PROGRESS: at 45.90% examples, 180530 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:41,817 : INFO : EPOCH 18 - PROGRESS: at 45.99% examples, 180517 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:42,857 : INFO : EPOCH 18 - PROGRESS: at 46.09% examples, 180518 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:33:43,876 : INFO : EPOCH 18 - PROGRESS: at 46.18% examples, 180529 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:44,897 : INFO : EPOCH 18 - PROGRESS: at 46.27% examples, 180528 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:33:45,945 : INFO : EPOCH 18 - PROGRESS: at 46.35% examples, 180510 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:47,008 : INFO : EPOCH 18 - PROGRESS: at 46.46% examples, 180532 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:48,035 : INFO : EPOCH 18 - PROGRESS: at 46.58% examples, 180532 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:49,052 : INFO : EPOCH 18 - PROGRESS: at 46.68% examples, 180541 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:50,073 : INFO : EPOCH 18 - PROGRESS: at 46.78% examples, 180542 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:51,097 : INFO : EPOCH 18 - PROGRESS: at 46.86% examples, 180534 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:52,191 : INFO : EPOCH 18 - PROGRESS: at 46.96% examples, 180516 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:53,193 : INFO : EPOCH 18 - PROGRESS: at 47.04% examples, 180521 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:54,253 : INFO : EPOCH 18 - PROGRESS: at 47.14% examples, 180526 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:33:55,264 : INFO : EPOCH 18 - PROGRESS: at 47.24% examples, 180521 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:56,288 : INFO : EPOCH 18 - PROGRESS: at 47.34% examples, 180519 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:57,290 : INFO : EPOCH 18 - PROGRESS: at 47.44% examples, 180522 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:58,320 : INFO : EPOCH 18 - PROGRESS: at 47.53% examples, 180526 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:33:59,338 : INFO : EPOCH 18 - PROGRESS: at 47.64% examples, 180537 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:00,374 : INFO : EPOCH 18 - PROGRESS: at 47.74% examples, 180525 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:01,390 : INFO : EPOCH 18 - PROGRESS: at 47.86% examples, 180526 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:02,416 : INFO : EPOCH 18 - PROGRESS: at 47.96% examples, 180533 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:03,480 : INFO : EPOCH 18 - PROGRESS: at 48.08% examples, 180546 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:04,484 : INFO : EPOCH 18 - PROGRESS: at 48.18% examples, 180552 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:05,559 : INFO : EPOCH 18 - PROGRESS: at 48.28% examples, 180546 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:06,587 : INFO : EPOCH 18 - PROGRESS: at 48.41% examples, 180542 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:07,598 : INFO : EPOCH 18 - PROGRESS: at 48.50% examples, 180540 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:08,634 : INFO : EPOCH 18 - PROGRESS: at 48.61% examples, 180550 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:09,671 : INFO : EPOCH 18 - PROGRESS: at 48.72% examples, 180555 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:10,723 : INFO : EPOCH 18 - PROGRESS: at 48.80% examples, 180547 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:11,755 : INFO : EPOCH 18 - PROGRESS: at 48.90% examples, 180547 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:12,804 : INFO : EPOCH 18 - PROGRESS: at 49.00% examples, 180542 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:13,855 : INFO : EPOCH 18 - PROGRESS: at 49.11% examples, 180546 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:34:14,900 : INFO : EPOCH 18 - PROGRESS: at 49.22% examples, 180550 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:15,970 : INFO : EPOCH 18 - PROGRESS: at 49.31% examples, 180537 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:17,005 : INFO : EPOCH 18 - PROGRESS: at 49.42% examples, 180556 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:18,017 : INFO : EPOCH 18 - PROGRESS: at 49.52% examples, 180570 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:19,026 : INFO : EPOCH 18 - PROGRESS: at 49.62% examples, 180571 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:20,036 : INFO : EPOCH 18 - PROGRESS: at 49.72% examples, 180572 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:21,047 : INFO : EPOCH 18 - PROGRESS: at 49.81% examples, 180562 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:34:22,073 : INFO : EPOCH 18 - PROGRESS: at 49.91% examples, 180567 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:23,106 : INFO : EPOCH 18 - PROGRESS: at 50.02% examples, 180578 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:24,138 : INFO : EPOCH 18 - PROGRESS: at 50.10% examples, 180561 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:25,160 : INFO : EPOCH 18 - PROGRESS: at 50.20% examples, 180565 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:26,175 : INFO : EPOCH 18 - PROGRESS: at 50.29% examples, 180556 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:27,197 : INFO : EPOCH 18 - PROGRESS: at 50.39% examples, 180550 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:28,251 : INFO : EPOCH 18 - PROGRESS: at 50.49% examples, 180553 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:29,260 : INFO : EPOCH 18 - PROGRESS: at 50.58% examples, 180567 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:30,314 : INFO : EPOCH 18 - PROGRESS: at 50.70% examples, 180566 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:31,322 : INFO : EPOCH 18 - PROGRESS: at 50.80% examples, 180555 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:32,329 : INFO : EPOCH 18 - PROGRESS: at 50.91% examples, 180564 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:33,365 : INFO : EPOCH 18 - PROGRESS: at 51.01% examples, 180564 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:34,388 : INFO : EPOCH 18 - PROGRESS: at 51.10% examples, 180569 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:35,414 : INFO : EPOCH 18 - PROGRESS: at 51.21% examples, 180567 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:36,432 : INFO : EPOCH 18 - PROGRESS: at 51.32% examples, 180579 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:37,437 : INFO : EPOCH 18 - PROGRESS: at 51.41% examples, 180578 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:38,449 : INFO : EPOCH 18 - PROGRESS: at 51.52% examples, 180566 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:34:39,496 : INFO : EPOCH 18 - PROGRESS: at 51.63% examples, 180562 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:40,592 : INFO : EPOCH 18 - PROGRESS: at 51.72% examples, 180558 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:41,600 : INFO : EPOCH 18 - PROGRESS: at 51.83% examples, 180564 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:42,669 : INFO : EPOCH 18 - PROGRESS: at 51.92% examples, 180574 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:43,674 : INFO : EPOCH 18 - PROGRESS: at 52.03% examples, 180587 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:44,677 : INFO : EPOCH 18 - PROGRESS: at 52.11% examples, 180587 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:34:45,719 : INFO : EPOCH 18 - PROGRESS: at 52.23% examples, 180581 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:46,725 : INFO : EPOCH 18 - PROGRESS: at 52.33% examples, 180586 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:47,742 : INFO : EPOCH 18 - PROGRESS: at 52.42% examples, 180568 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:34:48,760 : INFO : EPOCH 18 - PROGRESS: at 52.52% examples, 180576 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:49,841 : INFO : EPOCH 18 - PROGRESS: at 52.61% examples, 180575 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:50,847 : INFO : EPOCH 18 - PROGRESS: at 52.71% examples, 180590 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:51,913 : INFO : EPOCH 18 - PROGRESS: at 52.82% examples, 180580 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:52,933 : INFO : EPOCH 18 - PROGRESS: at 52.92% examples, 180572 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:53,967 : INFO : EPOCH 18 - PROGRESS: at 53.02% examples, 180576 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:55,029 : INFO : EPOCH 18 - PROGRESS: at 53.12% examples, 180575 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:56,047 : INFO : EPOCH 18 - PROGRESS: at 53.20% examples, 180574 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:57,077 : INFO : EPOCH 18 - PROGRESS: at 53.30% examples, 180589 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:58,121 : INFO : EPOCH 18 - PROGRESS: at 53.40% examples, 180577 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:34:59,194 : INFO : EPOCH 18 - PROGRESS: at 53.52% examples, 180571 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:35:00,235 : INFO : EPOCH 18 - PROGRESS: at 53.62% examples, 180564 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:01,259 : INFO : EPOCH 18 - PROGRESS: at 53.71% examples, 180584 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:02,298 : INFO : EPOCH 18 - PROGRESS: at 53.80% examples, 180582 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:03,322 : INFO : EPOCH 18 - PROGRESS: at 53.90% examples, 180579 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:04,369 : INFO : EPOCH 18 - PROGRESS: at 54.00% examples, 180589 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:05,403 : INFO : EPOCH 18 - PROGRESS: at 54.11% examples, 180584 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:06,423 : INFO : EPOCH 18 - PROGRESS: at 54.18% examples, 180593 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:07,460 : INFO : EPOCH 18 - PROGRESS: at 54.27% examples, 180579 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:08,485 : INFO : EPOCH 18 - PROGRESS: at 54.37% examples, 180587 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:35:09,490 : INFO : EPOCH 18 - PROGRESS: at 54.47% examples, 180603 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:10,504 : INFO : EPOCH 18 - PROGRESS: at 54.56% examples, 180610 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:11,509 : INFO : EPOCH 18 - PROGRESS: at 54.66% examples, 180596 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:35:12,531 : INFO : EPOCH 18 - PROGRESS: at 54.74% examples, 180601 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:13,541 : INFO : EPOCH 18 - PROGRESS: at 54.83% examples, 180602 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:14,574 : INFO : EPOCH 18 - PROGRESS: at 54.94% examples, 180596 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:15,592 : INFO : EPOCH 18 - PROGRESS: at 55.04% examples, 180601 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:16,630 : INFO : EPOCH 18 - PROGRESS: at 55.15% examples, 180603 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:17,656 : INFO : EPOCH 18 - PROGRESS: at 55.25% examples, 180598 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:18,697 : INFO : EPOCH 18 - PROGRESS: at 55.37% examples, 180601 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:19,714 : INFO : EPOCH 18 - PROGRESS: at 55.46% examples, 180605 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:20,717 : INFO : EPOCH 18 - PROGRESS: at 55.55% examples, 180614 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:21,766 : INFO : EPOCH 18 - PROGRESS: at 55.63% examples, 180608 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:22,773 : INFO : EPOCH 18 - PROGRESS: at 55.72% examples, 180607 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:23,781 : INFO : EPOCH 18 - PROGRESS: at 55.82% examples, 180623 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:24,786 : INFO : EPOCH 18 - PROGRESS: at 55.93% examples, 180630 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:25,803 : INFO : EPOCH 18 - PROGRESS: at 56.04% examples, 180618 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:26,833 : INFO : EPOCH 18 - PROGRESS: at 56.14% examples, 180616 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:27,857 : INFO : EPOCH 18 - PROGRESS: at 56.24% examples, 180617 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:28,875 : INFO : EPOCH 18 - PROGRESS: at 56.33% examples, 180617 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:29,899 : INFO : EPOCH 18 - PROGRESS: at 56.42% examples, 180632 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:30,909 : INFO : EPOCH 18 - PROGRESS: at 56.52% examples, 180625 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:31,918 : INFO : EPOCH 18 - PROGRESS: at 56.62% examples, 180618 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:35:33,029 : INFO : EPOCH 18 - PROGRESS: at 56.73% examples, 180621 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:34,029 : INFO : EPOCH 18 - PROGRESS: at 56.82% examples, 180618 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:35,067 : INFO : EPOCH 18 - PROGRESS: at 56.92% examples, 180621 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:36,088 : INFO : EPOCH 18 - PROGRESS: at 57.03% examples, 180633 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:37,127 : INFO : EPOCH 18 - PROGRESS: at 57.11% examples, 180619 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:35:38,172 : INFO : EPOCH 18 - PROGRESS: at 57.23% examples, 180617 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:39,196 : INFO : EPOCH 18 - PROGRESS: at 57.31% examples, 180619 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:40,202 : INFO : EPOCH 18 - PROGRESS: at 57.41% examples, 180621 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:41,213 : INFO : EPOCH 18 - PROGRESS: at 57.51% examples, 180614 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:42,243 : INFO : EPOCH 18 - PROGRESS: at 57.60% examples, 180616 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:43,281 : INFO : EPOCH 18 - PROGRESS: at 57.72% examples, 180613 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:44,301 : INFO : EPOCH 18 - PROGRESS: at 57.81% examples, 180613 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:45,333 : INFO : EPOCH 18 - PROGRESS: at 57.90% examples, 180622 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:46,352 : INFO : EPOCH 18 - PROGRESS: at 58.00% examples, 180612 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:35:47,380 : INFO : EPOCH 18 - PROGRESS: at 58.09% examples, 180604 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:48,397 : INFO : EPOCH 18 - PROGRESS: at 58.20% examples, 180607 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:49,409 : INFO : EPOCH 18 - PROGRESS: at 58.32% examples, 180610 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:50,417 : INFO : EPOCH 18 - PROGRESS: at 58.42% examples, 180621 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:51,420 : INFO : EPOCH 18 - PROGRESS: at 58.51% examples, 180613 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:52,423 : INFO : EPOCH 18 - PROGRESS: at 58.61% examples, 180627 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:53,437 : INFO : EPOCH 18 - PROGRESS: at 58.71% examples, 180616 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:35:54,464 : INFO : EPOCH 18 - PROGRESS: at 58.79% examples, 180611 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:55,471 : INFO : EPOCH 18 - PROGRESS: at 58.90% examples, 180622 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:56,482 : INFO : EPOCH 18 - PROGRESS: at 59.02% examples, 180622 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:57,482 : INFO : EPOCH 18 - PROGRESS: at 59.11% examples, 180621 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:58,581 : INFO : EPOCH 18 - PROGRESS: at 59.23% examples, 180601 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:35:59,627 : INFO : EPOCH 18 - PROGRESS: at 59.32% examples, 180605 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:00,630 : INFO : EPOCH 18 - PROGRESS: at 59.43% examples, 180615 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:01,657 : INFO : EPOCH 18 - PROGRESS: at 59.53% examples, 180613 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:02,690 : INFO : EPOCH 18 - PROGRESS: at 59.64% examples, 180613 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:03,737 : INFO : EPOCH 18 - PROGRESS: at 59.76% examples, 180610 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:04,816 : INFO : EPOCH 18 - PROGRESS: at 59.86% examples, 180603 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:36:05,850 : INFO : EPOCH 18 - PROGRESS: at 59.97% examples, 180614 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:36:06,881 : INFO : EPOCH 18 - PROGRESS: at 60.05% examples, 180605 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:07,935 : INFO : EPOCH 18 - PROGRESS: at 60.17% examples, 180611 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:08,939 : INFO : EPOCH 18 - PROGRESS: at 60.28% examples, 180633 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:09,973 : INFO : EPOCH 18 - PROGRESS: at 60.38% examples, 180624 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:10,996 : INFO : EPOCH 18 - PROGRESS: at 60.47% examples, 180614 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:12,025 : INFO : EPOCH 18 - PROGRESS: at 60.57% examples, 180616 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:13,047 : INFO : EPOCH 18 - PROGRESS: at 60.66% examples, 180614 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:14,076 : INFO : EPOCH 18 - PROGRESS: at 60.77% examples, 180623 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:15,122 : INFO : EPOCH 18 - PROGRESS: at 60.88% examples, 180630 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:16,129 : INFO : EPOCH 18 - PROGRESS: at 60.99% examples, 180643 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:17,165 : INFO : EPOCH 18 - PROGRESS: at 61.08% examples, 180621 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:36:18,167 : INFO : EPOCH 18 - PROGRESS: at 61.19% examples, 180639 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:36:19,197 : INFO : EPOCH 18 - PROGRESS: at 61.29% examples, 180645 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:20,217 : INFO : EPOCH 18 - PROGRESS: at 61.40% examples, 180655 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:21,256 : INFO : EPOCH 18 - PROGRESS: at 61.50% examples, 180655 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:22,298 : INFO : EPOCH 18 - PROGRESS: at 61.60% examples, 180643 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:23,340 : INFO : EPOCH 18 - PROGRESS: at 61.70% examples, 180646 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:24,348 : INFO : EPOCH 18 - PROGRESS: at 61.78% examples, 180644 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:36:25,400 : INFO : EPOCH 18 - PROGRESS: at 61.88% examples, 180645 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:26,448 : INFO : EPOCH 18 - PROGRESS: at 61.98% examples, 180635 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:27,461 : INFO : EPOCH 18 - PROGRESS: at 62.08% examples, 180641 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:28,501 : INFO : EPOCH 18 - PROGRESS: at 62.18% examples, 180641 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:29,520 : INFO : EPOCH 18 - PROGRESS: at 62.28% examples, 180651 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:30,560 : INFO : EPOCH 18 - PROGRESS: at 62.38% examples, 180639 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:31,592 : INFO : EPOCH 18 - PROGRESS: at 62.49% examples, 180645 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:32,604 : INFO : EPOCH 18 - PROGRESS: at 62.60% examples, 180651 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:33,655 : INFO : EPOCH 18 - PROGRESS: at 62.68% examples, 180642 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:34,699 : INFO : EPOCH 18 - PROGRESS: at 62.76% examples, 180632 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:35,754 : INFO : EPOCH 18 - PROGRESS: at 62.86% examples, 180634 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:36,761 : INFO : EPOCH 18 - PROGRESS: at 62.96% examples, 180630 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:37,833 : INFO : EPOCH 18 - PROGRESS: at 63.05% examples, 180624 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:36:38,834 : INFO : EPOCH 18 - PROGRESS: at 63.17% examples, 180645 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:39,840 : INFO : EPOCH 18 - PROGRESS: at 63.24% examples, 180637 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:40,868 : INFO : EPOCH 18 - PROGRESS: at 63.34% examples, 180643 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:41,873 : INFO : EPOCH 18 - PROGRESS: at 63.44% examples, 180635 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:42,903 : INFO : EPOCH 18 - PROGRESS: at 63.54% examples, 180643 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:43,915 : INFO : EPOCH 18 - PROGRESS: at 63.63% examples, 180641 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:44,932 : INFO : EPOCH 18 - PROGRESS: at 63.73% examples, 180637 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:45,969 : INFO : EPOCH 18 - PROGRESS: at 63.85% examples, 180647 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:46,974 : INFO : EPOCH 18 - PROGRESS: at 63.94% examples, 180637 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:47,984 : INFO : EPOCH 18 - PROGRESS: at 64.05% examples, 180631 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:48,995 : INFO : EPOCH 18 - PROGRESS: at 64.13% examples, 180622 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:50,042 : INFO : EPOCH 18 - PROGRESS: at 64.25% examples, 180658 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:51,106 : INFO : EPOCH 18 - PROGRESS: at 64.36% examples, 180656 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:52,122 : INFO : EPOCH 18 - PROGRESS: at 64.47% examples, 180659 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:53,180 : INFO : EPOCH 18 - PROGRESS: at 64.57% examples, 180662 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:54,181 : INFO : EPOCH 18 - PROGRESS: at 64.68% examples, 180654 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:55,188 : INFO : EPOCH 18 - PROGRESS: at 64.77% examples, 180651 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:56,191 : INFO : EPOCH 18 - PROGRESS: at 64.87% examples, 180660 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:57,305 : INFO : EPOCH 18 - PROGRESS: at 64.98% examples, 180639 words/s, in_qsize 7, out_qsize 2
2020-07-16 17:36:58,329 : INFO : EPOCH 18 - PROGRESS: at 65.09% examples, 180646 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:36:59,395 : INFO : EPOCH 18 - PROGRESS: at 65.20% examples, 180652 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:00,404 : INFO : EPOCH 18 - PROGRESS: at 65.29% examples, 180663 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:01,409 : INFO : EPOCH 18 - PROGRESS: at 65.38% examples, 180657 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:37:02,452 : INFO : EPOCH 18 - PROGRESS: at 65.50% examples, 180662 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:03,488 : INFO : EPOCH 18 - PROGRESS: at 65.62% examples, 180659 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:04,498 : INFO : EPOCH 18 - PROGRESS: at 65.72% examples, 180669 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:37:05,501 : INFO : EPOCH 18 - PROGRESS: at 65.81% examples, 180669 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:06,502 : INFO : EPOCH 18 - PROGRESS: at 65.91% examples, 180674 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:07,513 : INFO : EPOCH 18 - PROGRESS: at 66.00% examples, 180677 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:08,520 : INFO : EPOCH 18 - PROGRESS: at 66.10% examples, 180678 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:09,522 : INFO : EPOCH 18 - PROGRESS: at 66.18% examples, 180663 words/s, in_qsize 7, out_qsize 2
2020-07-16 17:37:10,524 : INFO : EPOCH 18 - PROGRESS: at 66.30% examples, 180675 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:11,533 : INFO : EPOCH 18 - PROGRESS: at 66.40% examples, 180675 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:37:12,545 : INFO : EPOCH 18 - PROGRESS: at 66.49% examples, 180687 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:37:13,605 : INFO : EPOCH 18 - PROGRESS: at 66.59% examples, 180665 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:37:14,649 : INFO : EPOCH 18 - PROGRESS: at 66.71% examples, 180675 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:15,696 : INFO : EPOCH 18 - PROGRESS: at 66.81% examples, 180683 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:16,697 : INFO : EPOCH 18 - PROGRESS: at 66.92% examples, 180688 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:17,715 : INFO : EPOCH 18 - PROGRESS: at 67.02% examples, 180688 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:18,724 : INFO : EPOCH 18 - PROGRESS: at 67.12% examples, 180684 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:19,725 : INFO : EPOCH 18 - PROGRESS: at 67.22% examples, 180683 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:20,741 : INFO : EPOCH 18 - PROGRESS: at 67.33% examples, 180694 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:37:21,755 : INFO : EPOCH 18 - PROGRESS: at 67.43% examples, 180694 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:22,800 : INFO : EPOCH 18 - PROGRESS: at 67.54% examples, 180688 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:23,885 : INFO : EPOCH 18 - PROGRESS: at 67.64% examples, 180678 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:37:24,928 : INFO : EPOCH 18 - PROGRESS: at 67.75% examples, 180685 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:25,943 : INFO : EPOCH 18 - PROGRESS: at 67.85% examples, 180692 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:26,945 : INFO : EPOCH 18 - PROGRESS: at 67.96% examples, 180678 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:27,981 : INFO : EPOCH 18 - PROGRESS: at 68.06% examples, 180674 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:29,016 : INFO : EPOCH 18 - PROGRESS: at 68.16% examples, 180681 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:30,034 : INFO : EPOCH 18 - PROGRESS: at 68.26% examples, 180681 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:31,050 : INFO : EPOCH 18 - PROGRESS: at 68.39% examples, 180692 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:37:32,069 : INFO : EPOCH 18 - PROGRESS: at 68.48% examples, 180687 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:33,153 : INFO : EPOCH 18 - PROGRESS: at 68.59% examples, 180693 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:34,212 : INFO : EPOCH 18 - PROGRESS: at 68.69% examples, 180698 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:35,316 : INFO : EPOCH 18 - PROGRESS: at 68.78% examples, 180693 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:36,341 : INFO : EPOCH 18 - PROGRESS: at 68.89% examples, 180694 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:37,348 : INFO : EPOCH 18 - PROGRESS: at 68.98% examples, 180702 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:37:38,443 : INFO : EPOCH 18 - PROGRESS: at 69.07% examples, 180687 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:39,457 : INFO : EPOCH 18 - PROGRESS: at 69.17% examples, 180686 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:40,458 : INFO : EPOCH 18 - PROGRESS: at 69.28% examples, 180695 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:41,530 : INFO : EPOCH 18 - PROGRESS: at 69.38% examples, 180689 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:42,571 : INFO : EPOCH 18 - PROGRESS: at 69.49% examples, 180699 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:43,608 : INFO : EPOCH 18 - PROGRESS: at 69.60% examples, 180692 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:44,647 : INFO : EPOCH 18 - PROGRESS: at 69.71% examples, 180697 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:45,679 : INFO : EPOCH 18 - PROGRESS: at 69.81% examples, 180688 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:46,718 : INFO : EPOCH 18 - PROGRESS: at 69.91% examples, 180687 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:47,749 : INFO : EPOCH 18 - PROGRESS: at 70.02% examples, 180693 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:48,791 : INFO : EPOCH 18 - PROGRESS: at 70.12% examples, 180686 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:49,828 : INFO : EPOCH 18 - PROGRESS: at 70.23% examples, 180692 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:50,875 : INFO : EPOCH 18 - PROGRESS: at 70.33% examples, 180690 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:52,007 : INFO : EPOCH 18 - PROGRESS: at 70.44% examples, 180680 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:53,057 : INFO : EPOCH 18 - PROGRESS: at 70.54% examples, 180688 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:54,058 : INFO : EPOCH 18 - PROGRESS: at 70.64% examples, 180691 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:55,062 : INFO : EPOCH 18 - PROGRESS: at 70.73% examples, 180691 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:56,078 : INFO : EPOCH 18 - PROGRESS: at 70.84% examples, 180694 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:57,095 : INFO : EPOCH 18 - PROGRESS: at 70.93% examples, 180699 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:58,151 : INFO : EPOCH 18 - PROGRESS: at 71.04% examples, 180695 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:37:59,178 : INFO : EPOCH 18 - PROGRESS: at 71.13% examples, 180695 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:00,221 : INFO : EPOCH 18 - PROGRESS: at 71.22% examples, 180679 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:38:01,236 : INFO : EPOCH 18 - PROGRESS: at 71.32% examples, 180668 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:02,257 : INFO : EPOCH 18 - PROGRESS: at 71.43% examples, 180663 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:38:03,294 : INFO : EPOCH 18 - PROGRESS: at 71.54% examples, 180668 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:38:04,324 : INFO : EPOCH 18 - PROGRESS: at 71.62% examples, 180626 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:05,337 : INFO : EPOCH 18 - PROGRESS: at 71.70% examples, 180576 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:06,351 : INFO : EPOCH 18 - PROGRESS: at 71.80% examples, 180576 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:07,381 : INFO : EPOCH 18 - PROGRESS: at 71.89% examples, 180574 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:08,387 : INFO : EPOCH 18 - PROGRESS: at 72.00% examples, 180579 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:09,444 : INFO : EPOCH 18 - PROGRESS: at 72.11% examples, 180576 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:10,467 : INFO : EPOCH 18 - PROGRESS: at 72.20% examples, 180578 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:11,499 : INFO : EPOCH 18 - PROGRESS: at 72.28% examples, 180568 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:12,523 : INFO : EPOCH 18 - PROGRESS: at 72.38% examples, 180582 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:13,545 : INFO : EPOCH 18 - PROGRESS: at 72.49% examples, 180569 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:38:14,549 : INFO : EPOCH 18 - PROGRESS: at 72.58% examples, 180576 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:38:15,613 : INFO : EPOCH 18 - PROGRESS: at 72.69% examples, 180582 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:16,672 : INFO : EPOCH 18 - PROGRESS: at 72.79% examples, 180578 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:17,720 : INFO : EPOCH 18 - PROGRESS: at 72.88% examples, 180573 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:18,749 : INFO : EPOCH 18 - PROGRESS: at 72.99% examples, 180573 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:19,749 : INFO : EPOCH 18 - PROGRESS: at 73.09% examples, 180574 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:20,773 : INFO : EPOCH 18 - PROGRESS: at 73.19% examples, 180571 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:21,833 : INFO : EPOCH 18 - PROGRESS: at 73.30% examples, 180571 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:22,852 : INFO : EPOCH 18 - PROGRESS: at 73.39% examples, 180564 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:38:23,875 : INFO : EPOCH 18 - PROGRESS: at 73.50% examples, 180572 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:24,899 : INFO : EPOCH 18 - PROGRESS: at 73.58% examples, 180577 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:25,912 : INFO : EPOCH 18 - PROGRESS: at 73.68% examples, 180568 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:26,933 : INFO : EPOCH 18 - PROGRESS: at 73.77% examples, 180573 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:27,964 : INFO : EPOCH 18 - PROGRESS: at 73.87% examples, 180572 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:28,985 : INFO : EPOCH 18 - PROGRESS: at 73.98% examples, 180575 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:29,999 : INFO : EPOCH 18 - PROGRESS: at 74.08% examples, 180587 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:31,029 : INFO : EPOCH 18 - PROGRESS: at 74.18% examples, 180578 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:32,075 : INFO : EPOCH 18 - PROGRESS: at 74.27% examples, 180576 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:33,091 : INFO : EPOCH 18 - PROGRESS: at 74.36% examples, 180589 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:34,096 : INFO : EPOCH 18 - PROGRESS: at 74.45% examples, 180591 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:35,105 : INFO : EPOCH 18 - PROGRESS: at 74.54% examples, 180589 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:36,129 : INFO : EPOCH 18 - PROGRESS: at 74.63% examples, 180589 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:37,148 : INFO : EPOCH 18 - PROGRESS: at 74.73% examples, 180556 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:38:38,219 : INFO : EPOCH 18 - PROGRESS: at 74.84% examples, 180559 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:39,241 : INFO : EPOCH 18 - PROGRESS: at 74.94% examples, 180567 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:40,249 : INFO : EPOCH 18 - PROGRESS: at 75.04% examples, 180558 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:41,277 : INFO : EPOCH 18 - PROGRESS: at 75.14% examples, 180552 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:38:42,320 : INFO : EPOCH 18 - PROGRESS: at 75.23% examples, 180567 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:43,357 : INFO : EPOCH 18 - PROGRESS: at 75.35% examples, 180568 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:44,375 : INFO : EPOCH 18 - PROGRESS: at 75.44% examples, 180565 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:45,400 : INFO : EPOCH 18 - PROGRESS: at 75.55% examples, 180565 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:46,410 : INFO : EPOCH 18 - PROGRESS: at 75.66% examples, 180576 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:47,414 : INFO : EPOCH 18 - PROGRESS: at 75.77% examples, 180583 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:48,415 : INFO : EPOCH 18 - PROGRESS: at 75.87% examples, 180580 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:49,424 : INFO : EPOCH 18 - PROGRESS: at 75.96% examples, 180571 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:50,436 : INFO : EPOCH 18 - PROGRESS: at 76.05% examples, 180563 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:51,447 : INFO : EPOCH 18 - PROGRESS: at 76.14% examples, 180562 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:52,469 : INFO : EPOCH 18 - PROGRESS: at 76.24% examples, 180561 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:53,479 : INFO : EPOCH 18 - PROGRESS: at 76.34% examples, 180566 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:54,498 : INFO : EPOCH 18 - PROGRESS: at 76.44% examples, 180573 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:55,553 : INFO : EPOCH 18 - PROGRESS: at 76.53% examples, 180568 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:56,580 : INFO : EPOCH 18 - PROGRESS: at 76.62% examples, 180572 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:57,660 : INFO : EPOCH 18 - PROGRESS: at 76.72% examples, 180533 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:38:58,708 : INFO : EPOCH 18 - PROGRESS: at 76.81% examples, 180530 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:38:59,747 : INFO : EPOCH 18 - PROGRESS: at 76.91% examples, 180529 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:00,809 : INFO : EPOCH 18 - PROGRESS: at 77.01% examples, 180531 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:01,824 : INFO : EPOCH 18 - PROGRESS: at 77.12% examples, 180530 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:02,830 : INFO : EPOCH 18 - PROGRESS: at 77.20% examples, 180519 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:03,869 : INFO : EPOCH 18 - PROGRESS: at 77.31% examples, 180527 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:04,873 : INFO : EPOCH 18 - PROGRESS: at 77.40% examples, 180519 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:39:05,917 : INFO : EPOCH 18 - PROGRESS: at 77.50% examples, 180533 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:06,929 : INFO : EPOCH 18 - PROGRESS: at 77.57% examples, 180527 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:07,931 : INFO : EPOCH 18 - PROGRESS: at 77.69% examples, 180531 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:08,963 : INFO : EPOCH 18 - PROGRESS: at 77.79% examples, 180527 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:10,043 : INFO : EPOCH 18 - PROGRESS: at 77.90% examples, 180527 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:11,046 : INFO : EPOCH 18 - PROGRESS: at 78.00% examples, 180526 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:12,053 : INFO : EPOCH 18 - PROGRESS: at 78.10% examples, 180536 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:13,059 : INFO : EPOCH 18 - PROGRESS: at 78.20% examples, 180528 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:14,105 : INFO : EPOCH 18 - PROGRESS: at 78.28% examples, 180535 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:15,128 : INFO : EPOCH 18 - PROGRESS: at 78.38% examples, 180534 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:16,149 : INFO : EPOCH 18 - PROGRESS: at 78.49% examples, 180543 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:17,167 : INFO : EPOCH 18 - PROGRESS: at 78.58% examples, 180538 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:18,193 : INFO : EPOCH 18 - PROGRESS: at 78.68% examples, 180541 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:19,217 : INFO : EPOCH 18 - PROGRESS: at 78.78% examples, 180540 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:20,271 : INFO : EPOCH 18 - PROGRESS: at 78.88% examples, 180539 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:21,300 : INFO : EPOCH 18 - PROGRESS: at 78.99% examples, 180541 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:22,327 : INFO : EPOCH 18 - PROGRESS: at 79.08% examples, 180530 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:23,340 : INFO : EPOCH 18 - PROGRESS: at 79.19% examples, 180538 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:24,345 : INFO : EPOCH 18 - PROGRESS: at 79.29% examples, 180539 words/s, in_qsize 6, out_qsize 0
2020-07-16 17:39:25,357 : INFO : EPOCH 18 - PROGRESS: at 79.39% examples, 180541 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:39:26,379 : INFO : EPOCH 18 - PROGRESS: at 79.50% examples, 180534 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:27,401 : INFO : EPOCH 18 - PROGRESS: at 79.61% examples, 180539 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:28,413 : INFO : EPOCH 18 - PROGRESS: at 79.71% examples, 180546 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:29,447 : INFO : EPOCH 18 - PROGRESS: at 79.80% examples, 180546 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:30,498 : INFO : EPOCH 18 - PROGRESS: at 79.88% examples, 180539 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:31,522 : INFO : EPOCH 18 - PROGRESS: at 79.98% examples, 180546 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:32,522 : INFO : EPOCH 18 - PROGRESS: at 80.08% examples, 180540 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:33,557 : INFO : EPOCH 18 - PROGRESS: at 80.19% examples, 180551 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:34,557 : INFO : EPOCH 18 - PROGRESS: at 80.28% examples, 180544 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:35,577 : INFO : EPOCH 18 - PROGRESS: at 80.39% examples, 180559 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:36,610 : INFO : EPOCH 18 - PROGRESS: at 80.47% examples, 180550 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:37,675 : INFO : EPOCH 18 - PROGRESS: at 80.57% examples, 180546 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:38,691 : INFO : EPOCH 18 - PROGRESS: at 80.67% examples, 180559 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:39,708 : INFO : EPOCH 18 - PROGRESS: at 80.75% examples, 180547 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:40,737 : INFO : EPOCH 18 - PROGRESS: at 80.86% examples, 180546 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:41,834 : INFO : EPOCH 18 - PROGRESS: at 80.95% examples, 180532 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:42,847 : INFO : EPOCH 18 - PROGRESS: at 81.06% examples, 180546 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:43,882 : INFO : EPOCH 18 - PROGRESS: at 81.14% examples, 180530 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:44,955 : INFO : EPOCH 18 - PROGRESS: at 81.24% examples, 180538 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:45,969 : INFO : EPOCH 18 - PROGRESS: at 81.32% examples, 180532 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:39:46,974 : INFO : EPOCH 18 - PROGRESS: at 81.43% examples, 180544 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:47,991 : INFO : EPOCH 18 - PROGRESS: at 81.51% examples, 180539 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:48,993 : INFO : EPOCH 18 - PROGRESS: at 81.60% examples, 180541 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:50,042 : INFO : EPOCH 18 - PROGRESS: at 81.70% examples, 180535 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:51,053 : INFO : EPOCH 18 - PROGRESS: at 81.79% examples, 180541 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:52,090 : INFO : EPOCH 18 - PROGRESS: at 81.89% examples, 180544 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:53,125 : INFO : EPOCH 18 - PROGRESS: at 82.00% examples, 180547 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:54,157 : INFO : EPOCH 18 - PROGRESS: at 82.10% examples, 180550 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:55,212 : INFO : EPOCH 18 - PROGRESS: at 82.21% examples, 180550 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:56,255 : INFO : EPOCH 18 - PROGRESS: at 82.31% examples, 180550 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:57,282 : INFO : EPOCH 18 - PROGRESS: at 82.41% examples, 180547 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:58,302 : INFO : EPOCH 18 - PROGRESS: at 82.51% examples, 180546 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:39:59,326 : INFO : EPOCH 18 - PROGRESS: at 82.62% examples, 180556 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:40:00,361 : INFO : EPOCH 18 - PROGRESS: at 82.71% examples, 180546 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:01,362 : INFO : EPOCH 18 - PROGRESS: at 82.80% examples, 180557 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:02,365 : INFO : EPOCH 18 - PROGRESS: at 82.91% examples, 180553 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:40:03,433 : INFO : EPOCH 18 - PROGRESS: at 83.00% examples, 180548 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:40:04,469 : INFO : EPOCH 18 - PROGRESS: at 83.07% examples, 180540 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:05,476 : INFO : EPOCH 18 - PROGRESS: at 83.17% examples, 180552 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:06,494 : INFO : EPOCH 18 - PROGRESS: at 83.28% examples, 180544 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:40:07,509 : INFO : EPOCH 18 - PROGRESS: at 83.39% examples, 180546 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:40:08,571 : INFO : EPOCH 18 - PROGRESS: at 83.48% examples, 180537 words/s, in_qsize 7, out_qsize 1
2020-07-16 17:40:09,594 : INFO : EPOCH 18 - PROGRESS: at 83.59% examples, 180535 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:10,614 : INFO : EPOCH 18 - PROGRESS: at 83.69% examples, 180542 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:11,641 : INFO : EPOCH 18 - PROGRESS: at 83.78% examples, 180541 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:12,644 : INFO : EPOCH 18 - PROGRESS: at 83.90% examples, 180535 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:13,645 : INFO : EPOCH 18 - PROGRESS: at 84.01% examples, 180547 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:14,666 : INFO : EPOCH 18 - PROGRESS: at 84.10% examples, 180540 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:15,666 : INFO : EPOCH 18 - PROGRESS: at 84.21% examples, 180536 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:16,678 : INFO : EPOCH 18 - PROGRESS: at 84.30% examples, 180530 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:17,691 : INFO : EPOCH 18 - PROGRESS: at 84.40% examples, 180543 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:18,737 : INFO : EPOCH 18 - PROGRESS: at 84.49% examples, 180535 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:19,778 : INFO : EPOCH 18 - PROGRESS: at 84.59% examples, 180524 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:20,802 : INFO : EPOCH 18 - PROGRESS: at 84.69% examples, 180526 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:21,855 : INFO : EPOCH 18 - PROGRESS: at 84.77% examples, 180529 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:22,875 : INFO : EPOCH 18 - PROGRESS: at 84.86% examples, 180536 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:23,945 : INFO : EPOCH 18 - PROGRESS: at 84.95% examples, 180523 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:24,954 : INFO : EPOCH 18 - PROGRESS: at 85.05% examples, 180527 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:25,970 : INFO : EPOCH 18 - PROGRESS: at 85.14% examples, 180526 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:26,972 : INFO : EPOCH 18 - PROGRESS: at 85.23% examples, 180542 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:27,979 : INFO : EPOCH 18 - PROGRESS: at 85.33% examples, 180544 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:40:29,008 : INFO : EPOCH 18 - PROGRESS: at 85.42% examples, 180545 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:30,012 : INFO : EPOCH 18 - PROGRESS: at 85.51% examples, 180540 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:31,018 : INFO : EPOCH 18 - PROGRESS: at 85.62% examples, 180549 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:32,027 : INFO : EPOCH 18 - PROGRESS: at 85.70% examples, 180541 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:33,058 : INFO : EPOCH 18 - PROGRESS: at 85.79% examples, 180529 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:34,119 : INFO : EPOCH 18 - PROGRESS: at 85.89% examples, 180537 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:35,120 : INFO : EPOCH 18 - PROGRESS: at 85.99% examples, 180546 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:40:36,124 : INFO : EPOCH 18 - PROGRESS: at 86.09% examples, 180536 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:40:37,166 : INFO : EPOCH 18 - PROGRESS: at 86.20% examples, 180543 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:38,256 : INFO : EPOCH 18 - PROGRESS: at 86.29% examples, 180543 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:39,261 : INFO : EPOCH 18 - PROGRESS: at 86.38% examples, 180538 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:40,289 : INFO : EPOCH 18 - PROGRESS: at 86.49% examples, 180537 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:41,367 : INFO : EPOCH 18 - PROGRESS: at 86.61% examples, 180541 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:42,415 : INFO : EPOCH 18 - PROGRESS: at 86.72% examples, 180544 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:43,443 : INFO : EPOCH 18 - PROGRESS: at 86.82% examples, 180540 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:44,453 : INFO : EPOCH 18 - PROGRESS: at 86.91% examples, 180548 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:40:45,457 : INFO : EPOCH 18 - PROGRESS: at 87.00% examples, 180536 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:46,483 : INFO : EPOCH 18 - PROGRESS: at 87.11% examples, 180540 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:47,495 : INFO : EPOCH 18 - PROGRESS: at 87.21% examples, 180537 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:48,542 : INFO : EPOCH 18 - PROGRESS: at 87.31% examples, 180529 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:40:49,585 : INFO : EPOCH 18 - PROGRESS: at 87.42% examples, 180540 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:50,624 : INFO : EPOCH 18 - PROGRESS: at 87.52% examples, 180537 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:40:51,637 : INFO : EPOCH 18 - PROGRESS: at 87.62% examples, 180534 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:52,685 : INFO : EPOCH 18 - PROGRESS: at 87.74% examples, 180534 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:40:53,762 : INFO : EPOCH 18 - PROGRESS: at 87.84% examples, 180529 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:54,852 : INFO : EPOCH 18 - PROGRESS: at 87.93% examples, 180531 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:55,932 : INFO : EPOCH 18 - PROGRESS: at 88.03% examples, 180533 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:56,936 : INFO : EPOCH 18 - PROGRESS: at 88.13% examples, 180547 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:57,958 : INFO : EPOCH 18 - PROGRESS: at 88.25% examples, 180557 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:40:58,959 : INFO : EPOCH 18 - PROGRESS: at 88.35% examples, 180561 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:00,014 : INFO : EPOCH 18 - PROGRESS: at 88.44% examples, 180547 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:01,062 : INFO : EPOCH 18 - PROGRESS: at 88.56% examples, 180556 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:41:02,084 : INFO : EPOCH 18 - PROGRESS: at 88.66% examples, 180557 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:03,086 : INFO : EPOCH 18 - PROGRESS: at 88.76% examples, 180556 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:04,097 : INFO : EPOCH 18 - PROGRESS: at 88.87% examples, 180562 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:05,193 : INFO : EPOCH 18 - PROGRESS: at 88.97% examples, 180554 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:06,218 : INFO : EPOCH 18 - PROGRESS: at 89.05% examples, 180560 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:07,296 : INFO : EPOCH 18 - PROGRESS: at 89.16% examples, 180556 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:41:08,306 : INFO : EPOCH 18 - PROGRESS: at 89.27% examples, 180566 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:09,319 : INFO : EPOCH 18 - PROGRESS: at 89.38% examples, 180560 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:10,353 : INFO : EPOCH 18 - PROGRESS: at 89.48% examples, 180568 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:11,358 : INFO : EPOCH 18 - PROGRESS: at 89.57% examples, 180566 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:12,360 : INFO : EPOCH 18 - PROGRESS: at 89.67% examples, 180577 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:13,381 : INFO : EPOCH 18 - PROGRESS: at 89.77% examples, 180574 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:14,452 : INFO : EPOCH 18 - PROGRESS: at 89.87% examples, 180573 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:15,510 : INFO : EPOCH 18 - PROGRESS: at 89.99% examples, 180578 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:16,553 : INFO : EPOCH 18 - PROGRESS: at 90.08% examples, 180578 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:17,572 : INFO : EPOCH 18 - PROGRESS: at 90.17% examples, 180591 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:18,600 : INFO : EPOCH 18 - PROGRESS: at 90.26% examples, 180588 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:19,707 : INFO : EPOCH 18 - PROGRESS: at 90.36% examples, 180578 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:20,724 : INFO : EPOCH 18 - PROGRESS: at 90.47% examples, 180585 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:21,768 : INFO : EPOCH 18 - PROGRESS: at 90.57% examples, 180582 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:22,841 : INFO : EPOCH 18 - PROGRESS: at 90.69% examples, 180577 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:23,855 : INFO : EPOCH 18 - PROGRESS: at 90.77% examples, 180586 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:24,862 : INFO : EPOCH 18 - PROGRESS: at 90.86% examples, 180582 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:25,885 : INFO : EPOCH 18 - PROGRESS: at 90.95% examples, 180574 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:41:26,902 : INFO : EPOCH 18 - PROGRESS: at 91.06% examples, 180586 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:27,915 : INFO : EPOCH 18 - PROGRESS: at 91.14% examples, 180578 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:28,971 : INFO : EPOCH 18 - PROGRESS: at 91.23% examples, 180580 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:29,993 : INFO : EPOCH 18 - PROGRESS: at 91.34% examples, 180573 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:31,018 : INFO : EPOCH 18 - PROGRESS: at 91.43% examples, 180581 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:32,061 : INFO : EPOCH 18 - PROGRESS: at 91.55% examples, 180574 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:33,098 : INFO : EPOCH 18 - PROGRESS: at 91.64% examples, 180576 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:34,128 : INFO : EPOCH 18 - PROGRESS: at 91.75% examples, 180577 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:35,207 : INFO : EPOCH 18 - PROGRESS: at 91.85% examples, 180581 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:36,261 : INFO : EPOCH 18 - PROGRESS: at 91.95% examples, 180579 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:37,288 : INFO : EPOCH 18 - PROGRESS: at 92.05% examples, 180588 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:38,292 : INFO : EPOCH 18 - PROGRESS: at 92.15% examples, 180589 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:39,304 : INFO : EPOCH 18 - PROGRESS: at 92.24% examples, 180588 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:40,313 : INFO : EPOCH 18 - PROGRESS: at 92.35% examples, 180582 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:41,348 : INFO : EPOCH 18 - PROGRESS: at 92.45% examples, 180572 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:42,365 : INFO : EPOCH 18 - PROGRESS: at 92.56% examples, 180578 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:43,419 : INFO : EPOCH 18 - PROGRESS: at 92.66% examples, 180571 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:44,469 : INFO : EPOCH 18 - PROGRESS: at 92.76% examples, 180570 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:45,478 : INFO : EPOCH 18 - PROGRESS: at 92.87% examples, 180576 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:46,527 : INFO : EPOCH 18 - PROGRESS: at 92.96% examples, 180562 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:47,539 : INFO : EPOCH 18 - PROGRESS: at 93.06% examples, 180571 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:48,544 : INFO : EPOCH 18 - PROGRESS: at 93.14% examples, 180564 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:49,554 : INFO : EPOCH 18 - PROGRESS: at 93.24% examples, 180575 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:50,560 : INFO : EPOCH 18 - PROGRESS: at 93.33% examples, 180562 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:51,588 : INFO : EPOCH 18 - PROGRESS: at 93.43% examples, 180566 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:52,601 : INFO : EPOCH 18 - PROGRESS: at 93.54% examples, 180570 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:53,606 : INFO : EPOCH 18 - PROGRESS: at 93.64% examples, 180570 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:54,617 : INFO : EPOCH 18 - PROGRESS: at 93.74% examples, 180567 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:55,639 : INFO : EPOCH 18 - PROGRESS: at 93.82% examples, 180566 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:56,661 : INFO : EPOCH 18 - PROGRESS: at 93.92% examples, 180565 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:57,673 : INFO : EPOCH 18 - PROGRESS: at 94.02% examples, 180569 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:58,701 : INFO : EPOCH 18 - PROGRESS: at 94.12% examples, 180570 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:41:59,706 : INFO : EPOCH 18 - PROGRESS: at 94.19% examples, 180563 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:42:00,709 : INFO : EPOCH 18 - PROGRESS: at 94.30% examples, 180574 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:01,720 : INFO : EPOCH 18 - PROGRESS: at 94.40% examples, 180575 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:02,720 : INFO : EPOCH 18 - PROGRESS: at 94.49% examples, 180575 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:03,785 : INFO : EPOCH 18 - PROGRESS: at 94.58% examples, 180572 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:04,830 : INFO : EPOCH 18 - PROGRESS: at 94.66% examples, 180570 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:05,833 : INFO : EPOCH 18 - PROGRESS: at 94.77% examples, 180574 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:06,875 : INFO : EPOCH 18 - PROGRESS: at 94.88% examples, 180571 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:07,876 : INFO : EPOCH 18 - PROGRESS: at 94.97% examples, 180579 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:08,974 : INFO : EPOCH 18 - PROGRESS: at 95.08% examples, 180573 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:09,981 : INFO : EPOCH 18 - PROGRESS: at 95.19% examples, 180580 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:11,021 : INFO : EPOCH 18 - PROGRESS: at 95.28% examples, 180569 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:12,041 : INFO : EPOCH 18 - PROGRESS: at 95.36% examples, 180576 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:13,062 : INFO : EPOCH 18 - PROGRESS: at 95.48% examples, 180570 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:14,078 : INFO : EPOCH 18 - PROGRESS: at 95.56% examples, 180567 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:42:15,100 : INFO : EPOCH 18 - PROGRESS: at 95.65% examples, 180564 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:16,118 : INFO : EPOCH 18 - PROGRESS: at 95.75% examples, 180565 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:17,197 : INFO : EPOCH 18 - PROGRESS: at 95.86% examples, 180568 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:18,208 : INFO : EPOCH 18 - PROGRESS: at 95.95% examples, 180576 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:19,304 : INFO : EPOCH 18 - PROGRESS: at 96.05% examples, 180572 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:20,319 : INFO : EPOCH 18 - PROGRESS: at 96.14% examples, 180579 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:21,327 : INFO : EPOCH 18 - PROGRESS: at 96.23% examples, 180584 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:22,341 : INFO : EPOCH 18 - PROGRESS: at 96.32% examples, 180578 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:42:23,350 : INFO : EPOCH 18 - PROGRESS: at 96.42% examples, 180578 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:24,351 : INFO : EPOCH 18 - PROGRESS: at 96.53% examples, 180587 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:25,396 : INFO : EPOCH 18 - PROGRESS: at 96.63% examples, 180578 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:26,429 : INFO : EPOCH 18 - PROGRESS: at 96.74% examples, 180583 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:27,460 : INFO : EPOCH 18 - PROGRESS: at 96.87% examples, 180593 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:28,503 : INFO : EPOCH 18 - PROGRESS: at 96.98% examples, 180594 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:29,505 : INFO : EPOCH 18 - PROGRESS: at 97.08% examples, 180591 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:42:30,556 : INFO : EPOCH 18 - PROGRESS: at 97.19% examples, 180582 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:42:31,564 : INFO : EPOCH 18 - PROGRESS: at 97.30% examples, 180582 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:32,596 : INFO : EPOCH 18 - PROGRESS: at 97.39% examples, 180579 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:33,600 : INFO : EPOCH 18 - PROGRESS: at 97.50% examples, 180580 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:34,616 : INFO : EPOCH 18 - PROGRESS: at 97.59% examples, 180571 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:35,629 : INFO : EPOCH 18 - PROGRESS: at 97.67% examples, 180545 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:36,637 : INFO : EPOCH 18 - PROGRESS: at 97.75% examples, 180512 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:37,639 : INFO : EPOCH 18 - PROGRESS: at 97.87% examples, 180529 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:38,669 : INFO : EPOCH 18 - PROGRESS: at 97.96% examples, 180521 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:39,683 : INFO : EPOCH 18 - PROGRESS: at 98.06% examples, 180530 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:40,694 : INFO : EPOCH 18 - PROGRESS: at 98.17% examples, 180528 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:41,798 : INFO : EPOCH 18 - PROGRESS: at 98.29% examples, 180530 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:42,827 : INFO : EPOCH 18 - PROGRESS: at 98.41% examples, 180534 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:43,858 : INFO : EPOCH 18 - PROGRESS: at 98.51% examples, 180537 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:44,866 : INFO : EPOCH 18 - PROGRESS: at 98.59% examples, 180534 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:45,867 : INFO : EPOCH 18 - PROGRESS: at 98.70% examples, 180558 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:46,897 : INFO : EPOCH 18 - PROGRESS: at 98.81% examples, 180584 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:42:47,973 : INFO : EPOCH 18 - PROGRESS: at 98.92% examples, 180578 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:49,020 : INFO : EPOCH 18 - PROGRESS: at 99.02% examples, 180586 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:50,102 : INFO : EPOCH 18 - PROGRESS: at 99.11% examples, 180582 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:51,118 : INFO : EPOCH 18 - PROGRESS: at 99.23% examples, 180591 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:52,141 : INFO : EPOCH 18 - PROGRESS: at 99.32% examples, 180590 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:53,156 : INFO : EPOCH 18 - PROGRESS: at 99.44% examples, 180603 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:54,186 : INFO : EPOCH 18 - PROGRESS: at 99.53% examples, 180607 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:55,259 : INFO : EPOCH 18 - PROGRESS: at 99.62% examples, 180608 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:56,260 : INFO : EPOCH 18 - PROGRESS: at 99.73% examples, 180614 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:57,277 : INFO : EPOCH 18 - PROGRESS: at 99.83% examples, 180618 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:42:58,307 : INFO : EPOCH 18 - PROGRESS: at 99.95% examples, 180629 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:42:58,785 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 17:42:58,790 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 17:42:58,808 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 17:42:58,830 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 17:42:58,831 : INFO : EPOCH - 18 : training on 246540407 raw words (186681188 effective words) took 1033.5s, 180635 effective words/s
2020-07-16 17:42:59,877 : INFO : EPOCH 19 - PROGRESS: at 0.11% examples, 172677 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:00,887 : INFO : EPOCH 19 - PROGRESS: at 0.22% examples, 177439 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:01,937 : INFO : EPOCH 19 - PROGRESS: at 0.34% examples, 180156 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:02,946 : INFO : EPOCH 19 - PROGRESS: at 0.43% examples, 178580 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:03,974 : INFO : EPOCH 19 - PROGRESS: at 0.54% examples, 179373 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:04,979 : INFO : EPOCH 19 - PROGRESS: at 0.63% examples, 181409 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:06,054 : INFO : EPOCH 19 - PROGRESS: at 0.73% examples, 181360 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:43:07,092 : INFO : EPOCH 19 - PROGRESS: at 0.84% examples, 181589 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:08,103 : INFO : EPOCH 19 - PROGRESS: at 0.95% examples, 183383 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:09,157 : INFO : EPOCH 19 - PROGRESS: at 1.03% examples, 183081 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:10,176 : INFO : EPOCH 19 - PROGRESS: at 1.13% examples, 183378 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:11,187 : INFO : EPOCH 19 - PROGRESS: at 1.23% examples, 184153 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:12,200 : INFO : EPOCH 19 - PROGRESS: at 1.31% examples, 183579 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:13,200 : INFO : EPOCH 19 - PROGRESS: at 1.42% examples, 183948 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:14,235 : INFO : EPOCH 19 - PROGRESS: at 1.52% examples, 183787 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:15,279 : INFO : EPOCH 19 - PROGRESS: at 1.63% examples, 183183 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:16,291 : INFO : EPOCH 19 - PROGRESS: at 1.73% examples, 183322 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:17,313 : INFO : EPOCH 19 - PROGRESS: at 1.84% examples, 183111 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:43:18,321 : INFO : EPOCH 19 - PROGRESS: at 1.94% examples, 183203 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:19,327 : INFO : EPOCH 19 - PROGRESS: at 2.03% examples, 183391 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:20,340 : INFO : EPOCH 19 - PROGRESS: at 2.14% examples, 183389 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:21,403 : INFO : EPOCH 19 - PROGRESS: at 2.23% examples, 183386 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:22,435 : INFO : EPOCH 19 - PROGRESS: at 2.34% examples, 184233 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:23,459 : INFO : EPOCH 19 - PROGRESS: at 2.43% examples, 184011 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:43:24,482 : INFO : EPOCH 19 - PROGRESS: at 2.53% examples, 184002 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:25,561 : INFO : EPOCH 19 - PROGRESS: at 2.63% examples, 183632 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:26,564 : INFO : EPOCH 19 - PROGRESS: at 2.73% examples, 183792 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:27,597 : INFO : EPOCH 19 - PROGRESS: at 2.84% examples, 183711 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:43:28,642 : INFO : EPOCH 19 - PROGRESS: at 2.94% examples, 183525 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:29,751 : INFO : EPOCH 19 - PROGRESS: at 3.04% examples, 183421 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:30,837 : INFO : EPOCH 19 - PROGRESS: at 3.14% examples, 183434 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:31,890 : INFO : EPOCH 19 - PROGRESS: at 3.24% examples, 183288 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:32,967 : INFO : EPOCH 19 - PROGRESS: at 3.34% examples, 183352 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:34,039 : INFO : EPOCH 19 - PROGRESS: at 3.45% examples, 183709 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:35,092 : INFO : EPOCH 19 - PROGRESS: at 3.55% examples, 183629 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:36,150 : INFO : EPOCH 19 - PROGRESS: at 3.66% examples, 183508 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:37,210 : INFO : EPOCH 19 - PROGRESS: at 3.78% examples, 183601 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:38,278 : INFO : EPOCH 19 - PROGRESS: at 3.88% examples, 183559 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:39,290 : INFO : EPOCH 19 - PROGRESS: at 3.98% examples, 183456 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:40,375 : INFO : EPOCH 19 - PROGRESS: at 4.07% examples, 183432 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:43:41,383 : INFO : EPOCH 19 - PROGRESS: at 4.17% examples, 183569 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:42,389 : INFO : EPOCH 19 - PROGRESS: at 4.27% examples, 183675 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:43,419 : INFO : EPOCH 19 - PROGRESS: at 4.36% examples, 183549 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:44,517 : INFO : EPOCH 19 - PROGRESS: at 4.47% examples, 183628 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:45,520 : INFO : EPOCH 19 - PROGRESS: at 4.57% examples, 183676 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:46,521 : INFO : EPOCH 19 - PROGRESS: at 4.68% examples, 183746 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:47,552 : INFO : EPOCH 19 - PROGRESS: at 4.77% examples, 183741 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:48,563 : INFO : EPOCH 19 - PROGRESS: at 4.87% examples, 183874 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:49,629 : INFO : EPOCH 19 - PROGRESS: at 4.99% examples, 183884 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:50,639 : INFO : EPOCH 19 - PROGRESS: at 5.07% examples, 184053 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:51,648 : INFO : EPOCH 19 - PROGRESS: at 5.18% examples, 183919 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:52,711 : INFO : EPOCH 19 - PROGRESS: at 5.27% examples, 183715 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:43:53,775 : INFO : EPOCH 19 - PROGRESS: at 5.37% examples, 183719 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:54,805 : INFO : EPOCH 19 - PROGRESS: at 5.46% examples, 183847 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:55,894 : INFO : EPOCH 19 - PROGRESS: at 5.58% examples, 183722 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:56,905 : INFO : EPOCH 19 - PROGRESS: at 5.70% examples, 183916 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:57,905 : INFO : EPOCH 19 - PROGRESS: at 5.80% examples, 183825 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:43:58,936 : INFO : EPOCH 19 - PROGRESS: at 5.91% examples, 184128 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:00,051 : INFO : EPOCH 19 - PROGRESS: at 6.01% examples, 184195 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:01,108 : INFO : EPOCH 19 - PROGRESS: at 6.12% examples, 184053 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:02,114 : INFO : EPOCH 19 - PROGRESS: at 6.22% examples, 184071 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:03,127 : INFO : EPOCH 19 - PROGRESS: at 6.33% examples, 184256 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:04,161 : INFO : EPOCH 19 - PROGRESS: at 6.42% examples, 184051 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:05,219 : INFO : EPOCH 19 - PROGRESS: at 6.50% examples, 183998 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:06,254 : INFO : EPOCH 19 - PROGRESS: at 6.61% examples, 184034 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:07,286 : INFO : EPOCH 19 - PROGRESS: at 6.70% examples, 184020 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:08,371 : INFO : EPOCH 19 - PROGRESS: at 6.80% examples, 183962 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:44:09,372 : INFO : EPOCH 19 - PROGRESS: at 6.90% examples, 184028 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:10,374 : INFO : EPOCH 19 - PROGRESS: at 7.00% examples, 184024 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:11,378 : INFO : EPOCH 19 - PROGRESS: at 7.10% examples, 184075 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:12,384 : INFO : EPOCH 19 - PROGRESS: at 7.21% examples, 183912 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:13,400 : INFO : EPOCH 19 - PROGRESS: at 7.31% examples, 183914 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:14,439 : INFO : EPOCH 19 - PROGRESS: at 7.42% examples, 183970 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:15,444 : INFO : EPOCH 19 - PROGRESS: at 7.53% examples, 183930 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:16,450 : INFO : EPOCH 19 - PROGRESS: at 7.63% examples, 183915 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:17,536 : INFO : EPOCH 19 - PROGRESS: at 7.72% examples, 183787 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:18,547 : INFO : EPOCH 19 - PROGRESS: at 7.82% examples, 183856 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:19,604 : INFO : EPOCH 19 - PROGRESS: at 7.93% examples, 183980 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:20,618 : INFO : EPOCH 19 - PROGRESS: at 8.02% examples, 183888 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:21,621 : INFO : EPOCH 19 - PROGRESS: at 8.11% examples, 183925 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:22,653 : INFO : EPOCH 19 - PROGRESS: at 8.22% examples, 183898 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:23,691 : INFO : EPOCH 19 - PROGRESS: at 8.31% examples, 183861 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:24,761 : INFO : EPOCH 19 - PROGRESS: at 8.41% examples, 183916 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:25,785 : INFO : EPOCH 19 - PROGRESS: at 8.52% examples, 183971 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:26,814 : INFO : EPOCH 19 - PROGRESS: at 8.62% examples, 183897 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:27,818 : INFO : EPOCH 19 - PROGRESS: at 8.73% examples, 183985 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:44:28,837 : INFO : EPOCH 19 - PROGRESS: at 8.83% examples, 183858 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:29,914 : INFO : EPOCH 19 - PROGRESS: at 8.93% examples, 183935 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:30,945 : INFO : EPOCH 19 - PROGRESS: at 9.03% examples, 183966 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:31,950 : INFO : EPOCH 19 - PROGRESS: at 9.12% examples, 183854 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:32,965 : INFO : EPOCH 19 - PROGRESS: at 9.23% examples, 183933 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:34,002 : INFO : EPOCH 19 - PROGRESS: at 9.34% examples, 183823 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:35,033 : INFO : EPOCH 19 - PROGRESS: at 9.45% examples, 183947 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:36,116 : INFO : EPOCH 19 - PROGRESS: at 9.53% examples, 183849 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:37,134 : INFO : EPOCH 19 - PROGRESS: at 9.63% examples, 183888 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:38,160 : INFO : EPOCH 19 - PROGRESS: at 9.73% examples, 184013 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:39,168 : INFO : EPOCH 19 - PROGRESS: at 9.82% examples, 183881 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:40,169 : INFO : EPOCH 19 - PROGRESS: at 9.93% examples, 183986 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:41,182 : INFO : EPOCH 19 - PROGRESS: at 10.03% examples, 183926 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:44:42,218 : INFO : EPOCH 19 - PROGRESS: at 10.14% examples, 183915 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:43,223 : INFO : EPOCH 19 - PROGRESS: at 10.24% examples, 183912 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:44,255 : INFO : EPOCH 19 - PROGRESS: at 10.34% examples, 183977 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:45,279 : INFO : EPOCH 19 - PROGRESS: at 10.46% examples, 183927 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:46,302 : INFO : EPOCH 19 - PROGRESS: at 10.55% examples, 183950 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:47,302 : INFO : EPOCH 19 - PROGRESS: at 10.65% examples, 184008 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:48,359 : INFO : EPOCH 19 - PROGRESS: at 10.76% examples, 183941 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:49,359 : INFO : EPOCH 19 - PROGRESS: at 10.87% examples, 184020 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:50,397 : INFO : EPOCH 19 - PROGRESS: at 10.95% examples, 183948 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:51,434 : INFO : EPOCH 19 - PROGRESS: at 11.06% examples, 183922 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:44:52,493 : INFO : EPOCH 19 - PROGRESS: at 11.17% examples, 183953 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:53,532 : INFO : EPOCH 19 - PROGRESS: at 11.27% examples, 183947 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:54,544 : INFO : EPOCH 19 - PROGRESS: at 11.37% examples, 183971 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:55,557 : INFO : EPOCH 19 - PROGRESS: at 11.47% examples, 183923 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:56,586 : INFO : EPOCH 19 - PROGRESS: at 11.55% examples, 183950 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:57,599 : INFO : EPOCH 19 - PROGRESS: at 11.65% examples, 183977 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:58,608 : INFO : EPOCH 19 - PROGRESS: at 11.76% examples, 184029 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:44:59,642 : INFO : EPOCH 19 - PROGRESS: at 11.86% examples, 183954 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:00,643 : INFO : EPOCH 19 - PROGRESS: at 11.97% examples, 183969 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:01,689 : INFO : EPOCH 19 - PROGRESS: at 12.07% examples, 183968 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:02,713 : INFO : EPOCH 19 - PROGRESS: at 12.19% examples, 183993 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:03,729 : INFO : EPOCH 19 - PROGRESS: at 12.29% examples, 183921 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:04,738 : INFO : EPOCH 19 - PROGRESS: at 12.39% examples, 184023 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:05,760 : INFO : EPOCH 19 - PROGRESS: at 12.48% examples, 183925 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:06,773 : INFO : EPOCH 19 - PROGRESS: at 12.57% examples, 183922 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:07,864 : INFO : EPOCH 19 - PROGRESS: at 12.68% examples, 183918 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:08,865 : INFO : EPOCH 19 - PROGRESS: at 12.79% examples, 183932 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:09,947 : INFO : EPOCH 19 - PROGRESS: at 12.90% examples, 183983 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:10,952 : INFO : EPOCH 19 - PROGRESS: at 13.02% examples, 184058 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:11,976 : INFO : EPOCH 19 - PROGRESS: at 13.13% examples, 184086 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:13,014 : INFO : EPOCH 19 - PROGRESS: at 13.24% examples, 184028 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:14,021 : INFO : EPOCH 19 - PROGRESS: at 13.35% examples, 184009 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:45:15,067 : INFO : EPOCH 19 - PROGRESS: at 13.44% examples, 184014 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:16,177 : INFO : EPOCH 19 - PROGRESS: at 13.57% examples, 183979 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:45:17,198 : INFO : EPOCH 19 - PROGRESS: at 13.67% examples, 184041 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:18,208 : INFO : EPOCH 19 - PROGRESS: at 13.76% examples, 184028 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:19,235 : INFO : EPOCH 19 - PROGRESS: at 13.86% examples, 184053 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:20,252 : INFO : EPOCH 19 - PROGRESS: at 13.96% examples, 184078 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:21,270 : INFO : EPOCH 19 - PROGRESS: at 14.06% examples, 184042 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:22,323 : INFO : EPOCH 19 - PROGRESS: at 14.17% examples, 184075 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:23,336 : INFO : EPOCH 19 - PROGRESS: at 14.28% examples, 184023 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:24,393 : INFO : EPOCH 19 - PROGRESS: at 14.38% examples, 184011 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:45:25,421 : INFO : EPOCH 19 - PROGRESS: at 14.48% examples, 184067 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:26,430 : INFO : EPOCH 19 - PROGRESS: at 14.60% examples, 184122 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:27,457 : INFO : EPOCH 19 - PROGRESS: at 14.69% examples, 184074 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:28,513 : INFO : EPOCH 19 - PROGRESS: at 14.81% examples, 184059 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:29,524 : INFO : EPOCH 19 - PROGRESS: at 14.91% examples, 184055 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:30,537 : INFO : EPOCH 19 - PROGRESS: at 15.02% examples, 184093 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:31,537 : INFO : EPOCH 19 - PROGRESS: at 15.11% examples, 184063 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:32,541 : INFO : EPOCH 19 - PROGRESS: at 15.22% examples, 184085 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:33,578 : INFO : EPOCH 19 - PROGRESS: at 15.33% examples, 184072 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:34,608 : INFO : EPOCH 19 - PROGRESS: at 15.43% examples, 184100 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:35,631 : INFO : EPOCH 19 - PROGRESS: at 15.53% examples, 184085 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:36,654 : INFO : EPOCH 19 - PROGRESS: at 15.64% examples, 184103 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:37,664 : INFO : EPOCH 19 - PROGRESS: at 15.73% examples, 184073 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:38,678 : INFO : EPOCH 19 - PROGRESS: at 15.85% examples, 184101 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:39,714 : INFO : EPOCH 19 - PROGRESS: at 15.95% examples, 184076 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:40,735 : INFO : EPOCH 19 - PROGRESS: at 16.05% examples, 184094 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:41,748 : INFO : EPOCH 19 - PROGRESS: at 16.17% examples, 184141 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:42,772 : INFO : EPOCH 19 - PROGRESS: at 16.26% examples, 184082 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:43,827 : INFO : EPOCH 19 - PROGRESS: at 16.37% examples, 184058 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:44,865 : INFO : EPOCH 19 - PROGRESS: at 16.48% examples, 184062 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:45,908 : INFO : EPOCH 19 - PROGRESS: at 16.57% examples, 184048 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:46,937 : INFO : EPOCH 19 - PROGRESS: at 16.67% examples, 184141 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:45:47,952 : INFO : EPOCH 19 - PROGRESS: at 16.78% examples, 184121 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:48,982 : INFO : EPOCH 19 - PROGRESS: at 16.89% examples, 184146 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:50,001 : INFO : EPOCH 19 - PROGRESS: at 17.00% examples, 184148 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:51,033 : INFO : EPOCH 19 - PROGRESS: at 17.09% examples, 184154 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:52,075 : INFO : EPOCH 19 - PROGRESS: at 17.18% examples, 184161 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:53,103 : INFO : EPOCH 19 - PROGRESS: at 17.27% examples, 184174 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:54,177 : INFO : EPOCH 19 - PROGRESS: at 17.38% examples, 184120 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:55,279 : INFO : EPOCH 19 - PROGRESS: at 17.48% examples, 184109 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:45:56,299 : INFO : EPOCH 19 - PROGRESS: at 17.58% examples, 184135 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:45:57,322 : INFO : EPOCH 19 - PROGRESS: at 17.67% examples, 184133 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:58,334 : INFO : EPOCH 19 - PROGRESS: at 17.78% examples, 184153 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:45:59,361 : INFO : EPOCH 19 - PROGRESS: at 17.88% examples, 184137 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:46:00,384 : INFO : EPOCH 19 - PROGRESS: at 17.99% examples, 184123 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:01,433 : INFO : EPOCH 19 - PROGRESS: at 18.10% examples, 184159 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:02,450 : INFO : EPOCH 19 - PROGRESS: at 18.20% examples, 184150 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:03,522 : INFO : EPOCH 19 - PROGRESS: at 18.30% examples, 184136 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:04,531 : INFO : EPOCH 19 - PROGRESS: at 18.40% examples, 184164 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:05,612 : INFO : EPOCH 19 - PROGRESS: at 18.49% examples, 184144 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:06,639 : INFO : EPOCH 19 - PROGRESS: at 18.59% examples, 184150 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:07,648 : INFO : EPOCH 19 - PROGRESS: at 18.68% examples, 184154 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:08,668 : INFO : EPOCH 19 - PROGRESS: at 18.78% examples, 184073 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:09,672 : INFO : EPOCH 19 - PROGRESS: at 18.88% examples, 184120 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:10,708 : INFO : EPOCH 19 - PROGRESS: at 18.98% examples, 184167 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:11,744 : INFO : EPOCH 19 - PROGRESS: at 19.08% examples, 184151 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:12,773 : INFO : EPOCH 19 - PROGRESS: at 19.18% examples, 184164 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:13,805 : INFO : EPOCH 19 - PROGRESS: at 19.29% examples, 184148 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:14,813 : INFO : EPOCH 19 - PROGRESS: at 19.38% examples, 184181 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:15,842 : INFO : EPOCH 19 - PROGRESS: at 19.48% examples, 184150 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:16,878 : INFO : EPOCH 19 - PROGRESS: at 19.59% examples, 184100 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:17,882 : INFO : EPOCH 19 - PROGRESS: at 19.69% examples, 184140 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:18,967 : INFO : EPOCH 19 - PROGRESS: at 19.79% examples, 184078 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:19,987 : INFO : EPOCH 19 - PROGRESS: at 19.89% examples, 184079 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:20,992 : INFO : EPOCH 19 - PROGRESS: at 20.00% examples, 184096 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:22,003 : INFO : EPOCH 19 - PROGRESS: at 20.09% examples, 184081 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:23,050 : INFO : EPOCH 19 - PROGRESS: at 20.21% examples, 184098 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:24,088 : INFO : EPOCH 19 - PROGRESS: at 20.29% examples, 184062 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:46:25,159 : INFO : EPOCH 19 - PROGRESS: at 20.40% examples, 184069 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:26,197 : INFO : EPOCH 19 - PROGRESS: at 20.51% examples, 184094 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:27,204 : INFO : EPOCH 19 - PROGRESS: at 20.62% examples, 184085 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:28,229 : INFO : EPOCH 19 - PROGRESS: at 20.71% examples, 184055 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:29,287 : INFO : EPOCH 19 - PROGRESS: at 20.83% examples, 184062 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:30,345 : INFO : EPOCH 19 - PROGRESS: at 20.93% examples, 184067 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:31,350 : INFO : EPOCH 19 - PROGRESS: at 21.03% examples, 184086 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:32,411 : INFO : EPOCH 19 - PROGRESS: at 21.14% examples, 184078 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:33,424 : INFO : EPOCH 19 - PROGRESS: at 21.23% examples, 184067 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:34,437 : INFO : EPOCH 19 - PROGRESS: at 21.33% examples, 184076 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:35,458 : INFO : EPOCH 19 - PROGRESS: at 21.43% examples, 184058 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:36,474 : INFO : EPOCH 19 - PROGRESS: at 21.54% examples, 184071 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:37,495 : INFO : EPOCH 19 - PROGRESS: at 21.64% examples, 184042 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:46:38,528 : INFO : EPOCH 19 - PROGRESS: at 21.73% examples, 184095 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:46:39,601 : INFO : EPOCH 19 - PROGRESS: at 21.84% examples, 184058 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:40,616 : INFO : EPOCH 19 - PROGRESS: at 21.94% examples, 184053 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:41,642 : INFO : EPOCH 19 - PROGRESS: at 22.05% examples, 184059 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:42,652 : INFO : EPOCH 19 - PROGRESS: at 22.16% examples, 184049 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:43,678 : INFO : EPOCH 19 - PROGRESS: at 22.26% examples, 184056 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:44,682 : INFO : EPOCH 19 - PROGRESS: at 22.36% examples, 184052 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:45,683 : INFO : EPOCH 19 - PROGRESS: at 22.44% examples, 184083 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:46,706 : INFO : EPOCH 19 - PROGRESS: at 22.54% examples, 184107 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:47,709 : INFO : EPOCH 19 - PROGRESS: at 22.63% examples, 184110 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:48,803 : INFO : EPOCH 19 - PROGRESS: at 22.72% examples, 184058 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:49,815 : INFO : EPOCH 19 - PROGRESS: at 22.85% examples, 184082 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:50,828 : INFO : EPOCH 19 - PROGRESS: at 22.95% examples, 184119 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:51,865 : INFO : EPOCH 19 - PROGRESS: at 23.05% examples, 184114 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:52,867 : INFO : EPOCH 19 - PROGRESS: at 23.16% examples, 184152 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:53,970 : INFO : EPOCH 19 - PROGRESS: at 23.26% examples, 184082 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:54,978 : INFO : EPOCH 19 - PROGRESS: at 23.36% examples, 184082 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:55,991 : INFO : EPOCH 19 - PROGRESS: at 23.45% examples, 184079 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:57,035 : INFO : EPOCH 19 - PROGRESS: at 23.55% examples, 184046 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:58,043 : INFO : EPOCH 19 - PROGRESS: at 23.66% examples, 184105 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:46:59,115 : INFO : EPOCH 19 - PROGRESS: at 23.78% examples, 184119 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:47:00,120 : INFO : EPOCH 19 - PROGRESS: at 23.87% examples, 184079 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:01,174 : INFO : EPOCH 19 - PROGRESS: at 23.99% examples, 184096 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:02,211 : INFO : EPOCH 19 - PROGRESS: at 24.09% examples, 184066 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:03,243 : INFO : EPOCH 19 - PROGRESS: at 24.18% examples, 184014 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:47:04,261 : INFO : EPOCH 19 - PROGRESS: at 24.26% examples, 183908 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:05,279 : INFO : EPOCH 19 - PROGRESS: at 24.34% examples, 183811 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:06,301 : INFO : EPOCH 19 - PROGRESS: at 24.43% examples, 183691 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:07,305 : INFO : EPOCH 19 - PROGRESS: at 24.53% examples, 183706 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:08,388 : INFO : EPOCH 19 - PROGRESS: at 24.62% examples, 183675 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:09,399 : INFO : EPOCH 19 - PROGRESS: at 24.73% examples, 183686 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:10,420 : INFO : EPOCH 19 - PROGRESS: at 24.82% examples, 183692 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:11,491 : INFO : EPOCH 19 - PROGRESS: at 24.93% examples, 183687 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:12,568 : INFO : EPOCH 19 - PROGRESS: at 25.01% examples, 183663 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:13,601 : INFO : EPOCH 19 - PROGRESS: at 25.10% examples, 183687 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:14,605 : INFO : EPOCH 19 - PROGRESS: at 25.21% examples, 183697 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:15,612 : INFO : EPOCH 19 - PROGRESS: at 25.32% examples, 183691 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:16,634 : INFO : EPOCH 19 - PROGRESS: at 25.42% examples, 183700 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:17,659 : INFO : EPOCH 19 - PROGRESS: at 25.51% examples, 183695 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:18,674 : INFO : EPOCH 19 - PROGRESS: at 25.61% examples, 183683 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:47:19,679 : INFO : EPOCH 19 - PROGRESS: at 25.70% examples, 183676 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:47:20,696 : INFO : EPOCH 19 - PROGRESS: at 25.79% examples, 183712 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:21,714 : INFO : EPOCH 19 - PROGRESS: at 25.88% examples, 183666 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:22,787 : INFO : EPOCH 19 - PROGRESS: at 26.00% examples, 183665 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:23,825 : INFO : EPOCH 19 - PROGRESS: at 26.10% examples, 183680 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:24,850 : INFO : EPOCH 19 - PROGRESS: at 26.21% examples, 183647 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:25,941 : INFO : EPOCH 19 - PROGRESS: at 26.32% examples, 183664 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:26,993 : INFO : EPOCH 19 - PROGRESS: at 26.42% examples, 183655 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:28,080 : INFO : EPOCH 19 - PROGRESS: at 26.54% examples, 183642 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:29,122 : INFO : EPOCH 19 - PROGRESS: at 26.66% examples, 183657 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:30,157 : INFO : EPOCH 19 - PROGRESS: at 26.76% examples, 183641 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:31,175 : INFO : EPOCH 19 - PROGRESS: at 26.88% examples, 183702 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:32,180 : INFO : EPOCH 19 - PROGRESS: at 26.98% examples, 183700 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:33,201 : INFO : EPOCH 19 - PROGRESS: at 27.07% examples, 183688 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:47:34,245 : INFO : EPOCH 19 - PROGRESS: at 27.18% examples, 183716 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:47:35,304 : INFO : EPOCH 19 - PROGRESS: at 27.28% examples, 183708 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:36,315 : INFO : EPOCH 19 - PROGRESS: at 27.38% examples, 183699 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:47:37,332 : INFO : EPOCH 19 - PROGRESS: at 27.49% examples, 183699 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:38,349 : INFO : EPOCH 19 - PROGRESS: at 27.60% examples, 183720 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:39,420 : INFO : EPOCH 19 - PROGRESS: at 27.71% examples, 183691 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:40,436 : INFO : EPOCH 19 - PROGRESS: at 27.82% examples, 183690 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:41,462 : INFO : EPOCH 19 - PROGRESS: at 27.92% examples, 183689 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:42,491 : INFO : EPOCH 19 - PROGRESS: at 28.04% examples, 183687 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:47:43,510 : INFO : EPOCH 19 - PROGRESS: at 28.15% examples, 183696 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:44,574 : INFO : EPOCH 19 - PROGRESS: at 28.25% examples, 183659 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:45,585 : INFO : EPOCH 19 - PROGRESS: at 28.35% examples, 183689 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:46,614 : INFO : EPOCH 19 - PROGRESS: at 28.43% examples, 183700 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:47,646 : INFO : EPOCH 19 - PROGRESS: at 28.55% examples, 183714 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:48,653 : INFO : EPOCH 19 - PROGRESS: at 28.65% examples, 183702 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:49,665 : INFO : EPOCH 19 - PROGRESS: at 28.76% examples, 183687 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:47:50,677 : INFO : EPOCH 19 - PROGRESS: at 28.87% examples, 183706 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:51,740 : INFO : EPOCH 19 - PROGRESS: at 28.99% examples, 183698 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:52,789 : INFO : EPOCH 19 - PROGRESS: at 29.10% examples, 183673 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:53,815 : INFO : EPOCH 19 - PROGRESS: at 29.20% examples, 183673 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:54,843 : INFO : EPOCH 19 - PROGRESS: at 29.29% examples, 183683 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:55,881 : INFO : EPOCH 19 - PROGRESS: at 29.39% examples, 183666 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:56,890 : INFO : EPOCH 19 - PROGRESS: at 29.51% examples, 183720 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:57,940 : INFO : EPOCH 19 - PROGRESS: at 29.59% examples, 183695 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:47:59,001 : INFO : EPOCH 19 - PROGRESS: at 29.69% examples, 183682 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:00,099 : INFO : EPOCH 19 - PROGRESS: at 29.77% examples, 183649 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:01,140 : INFO : EPOCH 19 - PROGRESS: at 29.87% examples, 183679 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:02,144 : INFO : EPOCH 19 - PROGRESS: at 29.96% examples, 183684 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:03,146 : INFO : EPOCH 19 - PROGRESS: at 30.04% examples, 183711 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:04,147 : INFO : EPOCH 19 - PROGRESS: at 30.15% examples, 183730 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:05,165 : INFO : EPOCH 19 - PROGRESS: at 30.25% examples, 183703 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:06,217 : INFO : EPOCH 19 - PROGRESS: at 30.35% examples, 183731 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:48:07,243 : INFO : EPOCH 19 - PROGRESS: at 30.44% examples, 183715 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:48:08,253 : INFO : EPOCH 19 - PROGRESS: at 30.52% examples, 183728 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:09,289 : INFO : EPOCH 19 - PROGRESS: at 30.64% examples, 183718 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:10,325 : INFO : EPOCH 19 - PROGRESS: at 30.76% examples, 183798 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:11,377 : INFO : EPOCH 19 - PROGRESS: at 30.87% examples, 183855 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:48:12,407 : INFO : EPOCH 19 - PROGRESS: at 30.97% examples, 183845 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:13,424 : INFO : EPOCH 19 - PROGRESS: at 31.08% examples, 183843 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:48:14,488 : INFO : EPOCH 19 - PROGRESS: at 31.18% examples, 183840 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:15,529 : INFO : EPOCH 19 - PROGRESS: at 31.27% examples, 183814 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:48:16,544 : INFO : EPOCH 19 - PROGRESS: at 31.37% examples, 183798 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:17,546 : INFO : EPOCH 19 - PROGRESS: at 31.47% examples, 183809 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:18,562 : INFO : EPOCH 19 - PROGRESS: at 31.58% examples, 183814 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:19,590 : INFO : EPOCH 19 - PROGRESS: at 31.68% examples, 183802 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:20,594 : INFO : EPOCH 19 - PROGRESS: at 31.78% examples, 183820 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:21,633 : INFO : EPOCH 19 - PROGRESS: at 31.87% examples, 183807 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:22,659 : INFO : EPOCH 19 - PROGRESS: at 31.95% examples, 183780 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:23,662 : INFO : EPOCH 19 - PROGRESS: at 32.04% examples, 183796 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:24,680 : INFO : EPOCH 19 - PROGRESS: at 32.12% examples, 183783 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:25,685 : INFO : EPOCH 19 - PROGRESS: at 32.22% examples, 183801 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:26,732 : INFO : EPOCH 19 - PROGRESS: at 32.33% examples, 183814 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:27,740 : INFO : EPOCH 19 - PROGRESS: at 32.43% examples, 183822 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:28,771 : INFO : EPOCH 19 - PROGRESS: at 32.52% examples, 183809 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:29,794 : INFO : EPOCH 19 - PROGRESS: at 32.61% examples, 183826 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:30,804 : INFO : EPOCH 19 - PROGRESS: at 32.69% examples, 183807 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:31,911 : INFO : EPOCH 19 - PROGRESS: at 32.82% examples, 183794 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:32,967 : INFO : EPOCH 19 - PROGRESS: at 32.92% examples, 183788 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:34,031 : INFO : EPOCH 19 - PROGRESS: at 33.04% examples, 183784 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:35,083 : INFO : EPOCH 19 - PROGRESS: at 33.14% examples, 183760 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:36,105 : INFO : EPOCH 19 - PROGRESS: at 33.25% examples, 183785 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:37,139 : INFO : EPOCH 19 - PROGRESS: at 33.36% examples, 183797 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:38,154 : INFO : EPOCH 19 - PROGRESS: at 33.45% examples, 183781 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:39,201 : INFO : EPOCH 19 - PROGRESS: at 33.55% examples, 183783 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:40,240 : INFO : EPOCH 19 - PROGRESS: at 33.65% examples, 183786 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:41,264 : INFO : EPOCH 19 - PROGRESS: at 33.75% examples, 183796 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:42,310 : INFO : EPOCH 19 - PROGRESS: at 33.87% examples, 183821 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:43,315 : INFO : EPOCH 19 - PROGRESS: at 33.97% examples, 183836 words/s, in_qsize 6, out_qsize 0
2020-07-16 17:48:44,318 : INFO : EPOCH 19 - PROGRESS: at 34.06% examples, 183791 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:45,352 : INFO : EPOCH 19 - PROGRESS: at 34.15% examples, 183784 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:46,392 : INFO : EPOCH 19 - PROGRESS: at 34.26% examples, 183828 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:47,494 : INFO : EPOCH 19 - PROGRESS: at 34.37% examples, 183833 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:48:48,559 : INFO : EPOCH 19 - PROGRESS: at 34.49% examples, 183842 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:49,625 : INFO : EPOCH 19 - PROGRESS: at 34.58% examples, 183838 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:50,630 : INFO : EPOCH 19 - PROGRESS: at 34.68% examples, 183851 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:48:51,632 : INFO : EPOCH 19 - PROGRESS: at 34.78% examples, 183841 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:52,635 : INFO : EPOCH 19 - PROGRESS: at 34.90% examples, 183893 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:53,640 : INFO : EPOCH 19 - PROGRESS: at 35.00% examples, 183861 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:54,662 : INFO : EPOCH 19 - PROGRESS: at 35.09% examples, 183854 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:55,681 : INFO : EPOCH 19 - PROGRESS: at 35.19% examples, 183849 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:56,682 : INFO : EPOCH 19 - PROGRESS: at 35.29% examples, 183854 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:57,731 : INFO : EPOCH 19 - PROGRESS: at 35.39% examples, 183846 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:58,751 : INFO : EPOCH 19 - PROGRESS: at 35.48% examples, 183837 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:48:59,753 : INFO : EPOCH 19 - PROGRESS: at 35.59% examples, 183836 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:49:00,807 : INFO : EPOCH 19 - PROGRESS: at 35.68% examples, 183835 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:01,882 : INFO : EPOCH 19 - PROGRESS: at 35.79% examples, 183840 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:02,931 : INFO : EPOCH 19 - PROGRESS: at 35.88% examples, 183862 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:03,975 : INFO : EPOCH 19 - PROGRESS: at 35.98% examples, 183839 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:05,061 : INFO : EPOCH 19 - PROGRESS: at 36.08% examples, 183835 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:06,112 : INFO : EPOCH 19 - PROGRESS: at 36.20% examples, 183841 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:07,159 : INFO : EPOCH 19 - PROGRESS: at 36.30% examples, 183849 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:08,191 : INFO : EPOCH 19 - PROGRESS: at 36.40% examples, 183829 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:09,201 : INFO : EPOCH 19 - PROGRESS: at 36.49% examples, 183851 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:10,240 : INFO : EPOCH 19 - PROGRESS: at 36.58% examples, 183853 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:11,250 : INFO : EPOCH 19 - PROGRESS: at 36.67% examples, 183848 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:49:12,264 : INFO : EPOCH 19 - PROGRESS: at 36.76% examples, 183853 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:13,286 : INFO : EPOCH 19 - PROGRESS: at 36.87% examples, 183872 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:49:14,329 : INFO : EPOCH 19 - PROGRESS: at 36.97% examples, 183863 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:15,337 : INFO : EPOCH 19 - PROGRESS: at 37.06% examples, 183868 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:16,357 : INFO : EPOCH 19 - PROGRESS: at 37.16% examples, 183858 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:49:17,383 : INFO : EPOCH 19 - PROGRESS: at 37.26% examples, 183884 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:18,440 : INFO : EPOCH 19 - PROGRESS: at 37.37% examples, 183874 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:19,456 : INFO : EPOCH 19 - PROGRESS: at 37.48% examples, 183864 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:20,489 : INFO : EPOCH 19 - PROGRESS: at 37.59% examples, 183868 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:21,534 : INFO : EPOCH 19 - PROGRESS: at 37.68% examples, 183860 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:22,537 : INFO : EPOCH 19 - PROGRESS: at 37.80% examples, 183901 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:23,602 : INFO : EPOCH 19 - PROGRESS: at 37.91% examples, 183901 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:24,629 : INFO : EPOCH 19 - PROGRESS: at 38.00% examples, 183900 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:25,631 : INFO : EPOCH 19 - PROGRESS: at 38.11% examples, 183891 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:26,664 : INFO : EPOCH 19 - PROGRESS: at 38.19% examples, 183884 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:27,711 : INFO : EPOCH 19 - PROGRESS: at 38.30% examples, 183896 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:28,722 : INFO : EPOCH 19 - PROGRESS: at 38.38% examples, 183891 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:29,739 : INFO : EPOCH 19 - PROGRESS: at 38.48% examples, 183897 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:30,802 : INFO : EPOCH 19 - PROGRESS: at 38.58% examples, 183882 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:31,836 : INFO : EPOCH 19 - PROGRESS: at 38.68% examples, 183883 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:32,837 : INFO : EPOCH 19 - PROGRESS: at 38.77% examples, 183859 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:33,891 : INFO : EPOCH 19 - PROGRESS: at 38.86% examples, 183850 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:34,915 : INFO : EPOCH 19 - PROGRESS: at 38.98% examples, 183846 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:35,917 : INFO : EPOCH 19 - PROGRESS: at 39.08% examples, 183848 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:49:36,934 : INFO : EPOCH 19 - PROGRESS: at 39.18% examples, 183850 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:37,989 : INFO : EPOCH 19 - PROGRESS: at 39.28% examples, 183858 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:38,989 : INFO : EPOCH 19 - PROGRESS: at 39.38% examples, 183858 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:40,001 : INFO : EPOCH 19 - PROGRESS: at 39.47% examples, 183874 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:41,015 : INFO : EPOCH 19 - PROGRESS: at 39.59% examples, 183871 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:42,021 : INFO : EPOCH 19 - PROGRESS: at 39.68% examples, 183855 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:43,028 : INFO : EPOCH 19 - PROGRESS: at 39.78% examples, 183857 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:44,033 : INFO : EPOCH 19 - PROGRESS: at 39.89% examples, 183866 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:45,078 : INFO : EPOCH 19 - PROGRESS: at 39.97% examples, 183847 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:46,089 : INFO : EPOCH 19 - PROGRESS: at 40.06% examples, 183823 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:49:47,122 : INFO : EPOCH 19 - PROGRESS: at 40.17% examples, 183817 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:49:48,145 : INFO : EPOCH 19 - PROGRESS: at 40.26% examples, 183816 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:49,200 : INFO : EPOCH 19 - PROGRESS: at 40.35% examples, 183806 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:50,207 : INFO : EPOCH 19 - PROGRESS: at 40.46% examples, 183812 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:49:51,293 : INFO : EPOCH 19 - PROGRESS: at 40.56% examples, 183812 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:49:52,326 : INFO : EPOCH 19 - PROGRESS: at 40.67% examples, 183828 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:53,336 : INFO : EPOCH 19 - PROGRESS: at 40.77% examples, 183844 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:54,336 : INFO : EPOCH 19 - PROGRESS: at 40.88% examples, 183860 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:55,347 : INFO : EPOCH 19 - PROGRESS: at 40.98% examples, 183863 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:56,386 : INFO : EPOCH 19 - PROGRESS: at 41.07% examples, 183845 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:49:57,436 : INFO : EPOCH 19 - PROGRESS: at 41.17% examples, 183829 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:58,479 : INFO : EPOCH 19 - PROGRESS: at 41.28% examples, 183865 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:49:59,540 : INFO : EPOCH 19 - PROGRESS: at 41.37% examples, 183855 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:00,548 : INFO : EPOCH 19 - PROGRESS: at 41.45% examples, 183868 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:01,572 : INFO : EPOCH 19 - PROGRESS: at 41.55% examples, 183875 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:02,585 : INFO : EPOCH 19 - PROGRESS: at 41.65% examples, 183875 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:50:03,602 : INFO : EPOCH 19 - PROGRESS: at 41.75% examples, 183872 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:04,645 : INFO : EPOCH 19 - PROGRESS: at 41.85% examples, 183869 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:05,707 : INFO : EPOCH 19 - PROGRESS: at 41.95% examples, 183849 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:06,729 : INFO : EPOCH 19 - PROGRESS: at 42.05% examples, 183874 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:07,777 : INFO : EPOCH 19 - PROGRESS: at 42.16% examples, 183872 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:08,860 : INFO : EPOCH 19 - PROGRESS: at 42.27% examples, 183874 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:09,868 : INFO : EPOCH 19 - PROGRESS: at 42.38% examples, 183892 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:10,873 : INFO : EPOCH 19 - PROGRESS: at 42.48% examples, 183890 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:11,896 : INFO : EPOCH 19 - PROGRESS: at 42.58% examples, 183884 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:50:12,899 : INFO : EPOCH 19 - PROGRESS: at 42.70% examples, 183915 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:13,961 : INFO : EPOCH 19 - PROGRESS: at 42.79% examples, 183891 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:14,965 : INFO : EPOCH 19 - PROGRESS: at 42.88% examples, 183916 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:16,005 : INFO : EPOCH 19 - PROGRESS: at 42.99% examples, 183874 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:50:17,053 : INFO : EPOCH 19 - PROGRESS: at 43.07% examples, 183873 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:18,085 : INFO : EPOCH 19 - PROGRESS: at 43.18% examples, 183904 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:19,108 : INFO : EPOCH 19 - PROGRESS: at 43.28% examples, 183921 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:20,116 : INFO : EPOCH 19 - PROGRESS: at 43.38% examples, 183913 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:21,148 : INFO : EPOCH 19 - PROGRESS: at 43.49% examples, 183913 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:22,157 : INFO : EPOCH 19 - PROGRESS: at 43.59% examples, 183917 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:23,186 : INFO : EPOCH 19 - PROGRESS: at 43.68% examples, 183926 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:24,191 : INFO : EPOCH 19 - PROGRESS: at 43.79% examples, 183954 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:25,193 : INFO : EPOCH 19 - PROGRESS: at 43.89% examples, 183937 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:26,226 : INFO : EPOCH 19 - PROGRESS: at 43.99% examples, 183949 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:27,259 : INFO : EPOCH 19 - PROGRESS: at 44.08% examples, 183932 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:28,280 : INFO : EPOCH 19 - PROGRESS: at 44.19% examples, 183947 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:29,313 : INFO : EPOCH 19 - PROGRESS: at 44.31% examples, 183959 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:30,315 : INFO : EPOCH 19 - PROGRESS: at 44.40% examples, 183949 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:31,388 : INFO : EPOCH 19 - PROGRESS: at 44.50% examples, 183941 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:32,408 : INFO : EPOCH 19 - PROGRESS: at 44.62% examples, 183954 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:33,409 : INFO : EPOCH 19 - PROGRESS: at 44.71% examples, 183941 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:34,414 : INFO : EPOCH 19 - PROGRESS: at 44.82% examples, 183945 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:35,414 : INFO : EPOCH 19 - PROGRESS: at 44.93% examples, 183934 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:36,474 : INFO : EPOCH 19 - PROGRESS: at 45.02% examples, 183939 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:37,551 : INFO : EPOCH 19 - PROGRESS: at 45.13% examples, 183943 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:38,560 : INFO : EPOCH 19 - PROGRESS: at 45.23% examples, 183947 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:39,565 : INFO : EPOCH 19 - PROGRESS: at 45.34% examples, 183940 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:40,662 : INFO : EPOCH 19 - PROGRESS: at 45.43% examples, 183930 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:41,682 : INFO : EPOCH 19 - PROGRESS: at 45.55% examples, 183949 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:42,728 : INFO : EPOCH 19 - PROGRESS: at 45.63% examples, 183933 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:50:43,738 : INFO : EPOCH 19 - PROGRESS: at 45.72% examples, 183943 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:50:44,765 : INFO : EPOCH 19 - PROGRESS: at 45.82% examples, 183938 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:45,783 : INFO : EPOCH 19 - PROGRESS: at 45.92% examples, 183939 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:50:46,817 : INFO : EPOCH 19 - PROGRESS: at 46.02% examples, 183938 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:47,849 : INFO : EPOCH 19 - PROGRESS: at 46.11% examples, 183923 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:48,853 : INFO : EPOCH 19 - PROGRESS: at 46.21% examples, 183925 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:49,859 : INFO : EPOCH 19 - PROGRESS: at 46.30% examples, 183934 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:50,922 : INFO : EPOCH 19 - PROGRESS: at 46.39% examples, 183928 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:51,973 : INFO : EPOCH 19 - PROGRESS: at 46.51% examples, 183926 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:52,979 : INFO : EPOCH 19 - PROGRESS: at 46.61% examples, 183914 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:53,989 : INFO : EPOCH 19 - PROGRESS: at 46.72% examples, 183940 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:55,002 : INFO : EPOCH 19 - PROGRESS: at 46.81% examples, 183930 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:56,021 : INFO : EPOCH 19 - PROGRESS: at 46.89% examples, 183930 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:50:57,041 : INFO : EPOCH 19 - PROGRESS: at 46.99% examples, 183932 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:50:58,059 : INFO : EPOCH 19 - PROGRESS: at 47.08% examples, 183914 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:50:59,089 : INFO : EPOCH 19 - PROGRESS: at 47.18% examples, 183923 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:00,110 : INFO : EPOCH 19 - PROGRESS: at 47.27% examples, 183907 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:01,110 : INFO : EPOCH 19 - PROGRESS: at 47.37% examples, 183931 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:02,142 : INFO : EPOCH 19 - PROGRESS: at 47.48% examples, 183934 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:03,190 : INFO : EPOCH 19 - PROGRESS: at 47.58% examples, 183923 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:04,196 : INFO : EPOCH 19 - PROGRESS: at 47.69% examples, 183947 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:05,218 : INFO : EPOCH 19 - PROGRESS: at 47.81% examples, 183949 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:06,226 : INFO : EPOCH 19 - PROGRESS: at 47.92% examples, 183945 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:07,232 : INFO : EPOCH 19 - PROGRESS: at 48.03% examples, 183949 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:08,298 : INFO : EPOCH 19 - PROGRESS: at 48.13% examples, 183950 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:09,300 : INFO : EPOCH 19 - PROGRESS: at 48.23% examples, 183950 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:10,318 : INFO : EPOCH 19 - PROGRESS: at 48.34% examples, 183952 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:11,342 : INFO : EPOCH 19 - PROGRESS: at 48.46% examples, 183938 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:12,379 : INFO : EPOCH 19 - PROGRESS: at 48.56% examples, 183950 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:13,432 : INFO : EPOCH 19 - PROGRESS: at 48.67% examples, 183942 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:14,478 : INFO : EPOCH 19 - PROGRESS: at 48.78% examples, 183947 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:15,507 : INFO : EPOCH 19 - PROGRESS: at 48.86% examples, 183937 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:51:16,562 : INFO : EPOCH 19 - PROGRESS: at 48.96% examples, 183940 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:17,623 : INFO : EPOCH 19 - PROGRESS: at 49.07% examples, 183925 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:18,632 : INFO : EPOCH 19 - PROGRESS: at 49.17% examples, 183932 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:19,654 : INFO : EPOCH 19 - PROGRESS: at 49.27% examples, 183916 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:51:20,693 : INFO : EPOCH 19 - PROGRESS: at 49.38% examples, 183920 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:21,765 : INFO : EPOCH 19 - PROGRESS: at 49.49% examples, 183920 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:51:22,814 : INFO : EPOCH 19 - PROGRESS: at 49.59% examples, 183931 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:51:23,840 : INFO : EPOCH 19 - PROGRESS: at 49.69% examples, 183948 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:24,914 : INFO : EPOCH 19 - PROGRESS: at 49.79% examples, 183927 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:25,918 : INFO : EPOCH 19 - PROGRESS: at 49.89% examples, 183925 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:26,949 : INFO : EPOCH 19 - PROGRESS: at 50.00% examples, 183929 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:51:27,953 : INFO : EPOCH 19 - PROGRESS: at 50.09% examples, 183930 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:28,986 : INFO : EPOCH 19 - PROGRESS: at 50.18% examples, 183933 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:30,060 : INFO : EPOCH 19 - PROGRESS: at 50.29% examples, 183922 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:31,099 : INFO : EPOCH 19 - PROGRESS: at 50.39% examples, 183919 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:32,111 : INFO : EPOCH 19 - PROGRESS: at 50.48% examples, 183911 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:33,115 : INFO : EPOCH 19 - PROGRESS: at 50.57% examples, 183910 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:51:34,153 : INFO : EPOCH 19 - PROGRESS: at 50.68% examples, 183877 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:35,169 : INFO : EPOCH 19 - PROGRESS: at 50.76% examples, 183813 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:36,186 : INFO : EPOCH 19 - PROGRESS: at 50.86% examples, 183766 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:37,190 : INFO : EPOCH 19 - PROGRESS: at 50.96% examples, 183776 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:38,241 : INFO : EPOCH 19 - PROGRESS: at 51.07% examples, 183777 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:39,293 : INFO : EPOCH 19 - PROGRESS: at 51.16% examples, 183758 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:40,297 : INFO : EPOCH 19 - PROGRESS: at 51.27% examples, 183756 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:51:41,298 : INFO : EPOCH 19 - PROGRESS: at 51.38% examples, 183793 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:42,310 : INFO : EPOCH 19 - PROGRESS: at 51.49% examples, 183780 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:43,378 : INFO : EPOCH 19 - PROGRESS: at 51.61% examples, 183777 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:44,385 : INFO : EPOCH 19 - PROGRESS: at 51.70% examples, 183779 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:45,389 : INFO : EPOCH 19 - PROGRESS: at 51.79% examples, 183797 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:46,437 : INFO : EPOCH 19 - PROGRESS: at 51.88% examples, 183779 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:47,458 : INFO : EPOCH 19 - PROGRESS: at 52.00% examples, 183786 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:48,465 : INFO : EPOCH 19 - PROGRESS: at 52.08% examples, 183780 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:49,469 : INFO : EPOCH 19 - PROGRESS: at 52.20% examples, 183787 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:50,483 : INFO : EPOCH 19 - PROGRESS: at 52.29% examples, 183774 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:51:51,505 : INFO : EPOCH 19 - PROGRESS: at 52.39% examples, 183775 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:52,529 : INFO : EPOCH 19 - PROGRESS: at 52.49% examples, 183784 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:53,567 : INFO : EPOCH 19 - PROGRESS: at 52.58% examples, 183776 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:54,570 : INFO : EPOCH 19 - PROGRESS: at 52.67% examples, 183775 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:55,609 : INFO : EPOCH 19 - PROGRESS: at 52.79% examples, 183774 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:56,650 : INFO : EPOCH 19 - PROGRESS: at 52.90% examples, 183778 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:57,678 : INFO : EPOCH 19 - PROGRESS: at 53.00% examples, 183781 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:58,690 : INFO : EPOCH 19 - PROGRESS: at 53.10% examples, 183789 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:51:59,708 : INFO : EPOCH 19 - PROGRESS: at 53.18% examples, 183781 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:00,741 : INFO : EPOCH 19 - PROGRESS: at 53.28% examples, 183782 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:01,845 : INFO : EPOCH 19 - PROGRESS: at 53.38% examples, 183772 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:52:02,920 : INFO : EPOCH 19 - PROGRESS: at 53.50% examples, 183759 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:03,973 : INFO : EPOCH 19 - PROGRESS: at 53.61% examples, 183770 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:04,985 : INFO : EPOCH 19 - PROGRESS: at 53.70% examples, 183774 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:52:06,016 : INFO : EPOCH 19 - PROGRESS: at 53.79% examples, 183768 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:52:07,029 : INFO : EPOCH 19 - PROGRESS: at 53.89% examples, 183764 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:08,089 : INFO : EPOCH 19 - PROGRESS: at 53.99% examples, 183751 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:09,171 : INFO : EPOCH 19 - PROGRESS: at 54.10% examples, 183749 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:10,219 : INFO : EPOCH 19 - PROGRESS: at 54.17% examples, 183743 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:11,248 : INFO : EPOCH 19 - PROGRESS: at 54.27% examples, 183748 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:12,259 : INFO : EPOCH 19 - PROGRESS: at 54.37% examples, 183743 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:13,282 : INFO : EPOCH 19 - PROGRESS: at 54.47% examples, 183754 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:14,308 : INFO : EPOCH 19 - PROGRESS: at 54.56% examples, 183762 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:15,332 : INFO : EPOCH 19 - PROGRESS: at 54.66% examples, 183754 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:16,336 : INFO : EPOCH 19 - PROGRESS: at 54.75% examples, 183750 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:17,418 : INFO : EPOCH 19 - PROGRESS: at 54.84% examples, 183741 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:18,422 : INFO : EPOCH 19 - PROGRESS: at 54.95% examples, 183749 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:19,477 : INFO : EPOCH 19 - PROGRESS: at 55.05% examples, 183737 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:20,524 : INFO : EPOCH 19 - PROGRESS: at 55.17% examples, 183745 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:21,530 : INFO : EPOCH 19 - PROGRESS: at 55.27% examples, 183749 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:22,540 : INFO : EPOCH 19 - PROGRESS: at 55.37% examples, 183737 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:23,577 : INFO : EPOCH 19 - PROGRESS: at 55.47% examples, 183736 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:24,603 : INFO : EPOCH 19 - PROGRESS: at 55.56% examples, 183743 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:25,652 : INFO : EPOCH 19 - PROGRESS: at 55.65% examples, 183737 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:26,719 : INFO : EPOCH 19 - PROGRESS: at 55.76% examples, 183736 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:27,745 : INFO : EPOCH 19 - PROGRESS: at 55.85% examples, 183736 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:28,753 : INFO : EPOCH 19 - PROGRESS: at 55.96% examples, 183735 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:29,783 : INFO : EPOCH 19 - PROGRESS: at 56.06% examples, 183725 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:30,856 : INFO : EPOCH 19 - PROGRESS: at 56.18% examples, 183717 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:31,894 : INFO : EPOCH 19 - PROGRESS: at 56.27% examples, 183718 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:32,901 : INFO : EPOCH 19 - PROGRESS: at 56.36% examples, 183734 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:33,917 : INFO : EPOCH 19 - PROGRESS: at 56.46% examples, 183737 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:34,970 : INFO : EPOCH 19 - PROGRESS: at 56.56% examples, 183736 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:36,072 : INFO : EPOCH 19 - PROGRESS: at 56.67% examples, 183717 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:52:37,143 : INFO : EPOCH 19 - PROGRESS: at 56.78% examples, 183729 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:38,185 : INFO : EPOCH 19 - PROGRESS: at 56.88% examples, 183737 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:39,250 : INFO : EPOCH 19 - PROGRESS: at 56.99% examples, 183732 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:40,253 : INFO : EPOCH 19 - PROGRESS: at 57.09% examples, 183745 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:41,261 : INFO : EPOCH 19 - PROGRESS: at 57.19% examples, 183740 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:42,323 : INFO : EPOCH 19 - PROGRESS: at 57.28% examples, 183724 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:43,354 : INFO : EPOCH 19 - PROGRESS: at 57.38% examples, 183742 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:44,356 : INFO : EPOCH 19 - PROGRESS: at 57.49% examples, 183759 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:45,403 : INFO : EPOCH 19 - PROGRESS: at 57.60% examples, 183767 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:52:46,443 : INFO : EPOCH 19 - PROGRESS: at 57.71% examples, 183767 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:47,465 : INFO : EPOCH 19 - PROGRESS: at 57.81% examples, 183774 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:48,474 : INFO : EPOCH 19 - PROGRESS: at 57.90% examples, 183776 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:49,481 : INFO : EPOCH 19 - PROGRESS: at 58.00% examples, 183786 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:50,494 : INFO : EPOCH 19 - PROGRESS: at 58.10% examples, 183781 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:51,502 : INFO : EPOCH 19 - PROGRESS: at 58.21% examples, 183797 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:52,515 : INFO : EPOCH 19 - PROGRESS: at 58.32% examples, 183774 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:53,525 : INFO : EPOCH 19 - PROGRESS: at 58.43% examples, 183802 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:52:54,527 : INFO : EPOCH 19 - PROGRESS: at 58.52% examples, 183801 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:55,542 : INFO : EPOCH 19 - PROGRESS: at 58.62% examples, 183797 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:56,578 : INFO : EPOCH 19 - PROGRESS: at 58.72% examples, 183791 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:52:57,591 : INFO : EPOCH 19 - PROGRESS: at 58.81% examples, 183791 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:58,620 : INFO : EPOCH 19 - PROGRESS: at 58.92% examples, 183802 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:52:59,625 : INFO : EPOCH 19 - PROGRESS: at 59.04% examples, 183806 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:00,662 : INFO : EPOCH 19 - PROGRESS: at 59.14% examples, 183813 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:01,694 : INFO : EPOCH 19 - PROGRESS: at 59.25% examples, 183810 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:53:02,701 : INFO : EPOCH 19 - PROGRESS: at 59.36% examples, 183820 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:53:03,724 : INFO : EPOCH 19 - PROGRESS: at 59.47% examples, 183821 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:04,768 : INFO : EPOCH 19 - PROGRESS: at 59.57% examples, 183806 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:05,792 : INFO : EPOCH 19 - PROGRESS: at 59.68% examples, 183822 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:06,804 : INFO : EPOCH 19 - PROGRESS: at 59.79% examples, 183821 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:53:07,811 : INFO : EPOCH 19 - PROGRESS: at 59.90% examples, 183825 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:53:08,838 : INFO : EPOCH 19 - PROGRESS: at 60.00% examples, 183818 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:09,907 : INFO : EPOCH 19 - PROGRESS: at 60.10% examples, 183824 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:10,935 : INFO : EPOCH 19 - PROGRESS: at 60.21% examples, 183832 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:11,942 : INFO : EPOCH 19 - PROGRESS: at 60.31% examples, 183826 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:13,004 : INFO : EPOCH 19 - PROGRESS: at 60.41% examples, 183830 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:14,044 : INFO : EPOCH 19 - PROGRESS: at 60.52% examples, 183832 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:53:15,056 : INFO : EPOCH 19 - PROGRESS: at 60.61% examples, 183825 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:16,116 : INFO : EPOCH 19 - PROGRESS: at 60.71% examples, 183813 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:17,120 : INFO : EPOCH 19 - PROGRESS: at 60.83% examples, 183822 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:18,137 : INFO : EPOCH 19 - PROGRESS: at 60.91% examples, 183801 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:19,165 : INFO : EPOCH 19 - PROGRESS: at 61.03% examples, 183805 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:20,229 : INFO : EPOCH 19 - PROGRESS: at 61.12% examples, 183792 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:53:21,258 : INFO : EPOCH 19 - PROGRESS: at 61.23% examples, 183807 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:22,291 : INFO : EPOCH 19 - PROGRESS: at 61.33% examples, 183794 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:23,304 : INFO : EPOCH 19 - PROGRESS: at 61.44% examples, 183801 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:53:24,310 : INFO : EPOCH 19 - PROGRESS: at 61.55% examples, 183796 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:25,317 : INFO : EPOCH 19 - PROGRESS: at 61.64% examples, 183805 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:26,364 : INFO : EPOCH 19 - PROGRESS: at 61.73% examples, 183790 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:27,366 : INFO : EPOCH 19 - PROGRESS: at 61.82% examples, 183784 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:53:28,429 : INFO : EPOCH 19 - PROGRESS: at 61.93% examples, 183780 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:29,437 : INFO : EPOCH 19 - PROGRESS: at 62.03% examples, 183806 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:30,482 : INFO : EPOCH 19 - PROGRESS: at 62.14% examples, 183806 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:31,510 : INFO : EPOCH 19 - PROGRESS: at 62.24% examples, 183814 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:32,570 : INFO : EPOCH 19 - PROGRESS: at 62.35% examples, 183810 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:33,622 : INFO : EPOCH 19 - PROGRESS: at 62.45% examples, 183809 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:34,673 : INFO : EPOCH 19 - PROGRESS: at 62.58% examples, 183808 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:53:35,692 : INFO : EPOCH 19 - PROGRESS: at 62.66% examples, 183816 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:36,697 : INFO : EPOCH 19 - PROGRESS: at 62.74% examples, 183824 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:37,773 : INFO : EPOCH 19 - PROGRESS: at 62.84% examples, 183808 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:53:38,796 : INFO : EPOCH 19 - PROGRESS: at 62.95% examples, 183826 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:39,804 : INFO : EPOCH 19 - PROGRESS: at 63.04% examples, 183825 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:40,804 : INFO : EPOCH 19 - PROGRESS: at 63.14% examples, 183822 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:41,810 : INFO : EPOCH 19 - PROGRESS: at 63.23% examples, 183822 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:42,852 : INFO : EPOCH 19 - PROGRESS: at 63.32% examples, 183816 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:53:43,885 : INFO : EPOCH 19 - PROGRESS: at 63.43% examples, 183831 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:53:44,897 : INFO : EPOCH 19 - PROGRESS: at 63.53% examples, 183834 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:45,919 : INFO : EPOCH 19 - PROGRESS: at 63.62% examples, 183817 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:47,012 : INFO : EPOCH 19 - PROGRESS: at 63.73% examples, 183806 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:48,097 : INFO : EPOCH 19 - PROGRESS: at 63.85% examples, 183811 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:49,160 : INFO : EPOCH 19 - PROGRESS: at 63.95% examples, 183807 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:50,187 : INFO : EPOCH 19 - PROGRESS: at 64.07% examples, 183817 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:51,232 : INFO : EPOCH 19 - PROGRESS: at 64.16% examples, 183809 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:52,274 : INFO : EPOCH 19 - PROGRESS: at 64.26% examples, 183808 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:53:53,360 : INFO : EPOCH 19 - PROGRESS: at 64.38% examples, 183813 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:54,376 : INFO : EPOCH 19 - PROGRESS: at 64.48% examples, 183815 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:55,422 : INFO : EPOCH 19 - PROGRESS: at 64.60% examples, 183828 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:56,429 : INFO : EPOCH 19 - PROGRESS: at 64.70% examples, 183821 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:53:57,455 : INFO : EPOCH 19 - PROGRESS: at 64.81% examples, 183825 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:58,456 : INFO : EPOCH 19 - PROGRESS: at 64.90% examples, 183812 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:53:59,459 : INFO : EPOCH 19 - PROGRESS: at 65.00% examples, 183816 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:00,477 : INFO : EPOCH 19 - PROGRESS: at 65.13% examples, 183838 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:01,498 : INFO : EPOCH 19 - PROGRESS: at 65.23% examples, 183840 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:02,507 : INFO : EPOCH 19 - PROGRESS: at 65.32% examples, 183832 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:03,535 : INFO : EPOCH 19 - PROGRESS: at 65.42% examples, 183838 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:04,539 : INFO : EPOCH 19 - PROGRESS: at 65.53% examples, 183822 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:05,548 : INFO : EPOCH 19 - PROGRESS: at 65.64% examples, 183843 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:06,589 : INFO : EPOCH 19 - PROGRESS: at 65.76% examples, 183857 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:07,626 : INFO : EPOCH 19 - PROGRESS: at 65.86% examples, 183858 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:54:08,651 : INFO : EPOCH 19 - PROGRESS: at 65.96% examples, 183859 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:09,693 : INFO : EPOCH 19 - PROGRESS: at 66.05% examples, 183839 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:54:10,728 : INFO : EPOCH 19 - PROGRESS: at 66.15% examples, 183862 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:11,735 : INFO : EPOCH 19 - PROGRESS: at 66.25% examples, 183869 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:54:12,794 : INFO : EPOCH 19 - PROGRESS: at 66.36% examples, 183855 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:13,794 : INFO : EPOCH 19 - PROGRESS: at 66.46% examples, 183858 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:14,810 : INFO : EPOCH 19 - PROGRESS: at 66.55% examples, 183866 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:15,823 : INFO : EPOCH 19 - PROGRESS: at 66.66% examples, 183850 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:16,841 : INFO : EPOCH 19 - PROGRESS: at 66.77% examples, 183850 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:17,850 : INFO : EPOCH 19 - PROGRESS: at 66.86% examples, 183842 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:18,867 : INFO : EPOCH 19 - PROGRESS: at 66.98% examples, 183845 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:19,892 : INFO : EPOCH 19 - PROGRESS: at 67.07% examples, 183838 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:20,924 : INFO : EPOCH 19 - PROGRESS: at 67.19% examples, 183840 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:21,948 : INFO : EPOCH 19 - PROGRESS: at 67.30% examples, 183853 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:22,948 : INFO : EPOCH 19 - PROGRESS: at 67.40% examples, 183861 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:23,975 : INFO : EPOCH 19 - PROGRESS: at 67.50% examples, 183852 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:24,978 : INFO : EPOCH 19 - PROGRESS: at 67.61% examples, 183849 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:26,005 : INFO : EPOCH 19 - PROGRESS: at 67.72% examples, 183868 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:27,012 : INFO : EPOCH 19 - PROGRESS: at 67.81% examples, 183862 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:28,033 : INFO : EPOCH 19 - PROGRESS: at 67.93% examples, 183862 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:54:29,039 : INFO : EPOCH 19 - PROGRESS: at 68.04% examples, 183877 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:30,063 : INFO : EPOCH 19 - PROGRESS: at 68.14% examples, 183874 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:31,087 : INFO : EPOCH 19 - PROGRESS: at 68.24% examples, 183890 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:32,093 : INFO : EPOCH 19 - PROGRESS: at 68.37% examples, 183892 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:54:33,105 : INFO : EPOCH 19 - PROGRESS: at 68.47% examples, 183897 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:34,112 : INFO : EPOCH 19 - PROGRESS: at 68.56% examples, 183894 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:35,118 : INFO : EPOCH 19 - PROGRESS: at 68.66% examples, 183886 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:36,126 : INFO : EPOCH 19 - PROGRESS: at 68.76% examples, 183909 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:37,140 : INFO : EPOCH 19 - PROGRESS: at 68.86% examples, 183912 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:38,199 : INFO : EPOCH 19 - PROGRESS: at 68.95% examples, 183914 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:39,228 : INFO : EPOCH 19 - PROGRESS: at 69.05% examples, 183912 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:40,263 : INFO : EPOCH 19 - PROGRESS: at 69.14% examples, 183915 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:41,281 : INFO : EPOCH 19 - PROGRESS: at 69.26% examples, 183920 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:54:42,321 : INFO : EPOCH 19 - PROGRESS: at 69.37% examples, 183929 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:54:43,351 : INFO : EPOCH 19 - PROGRESS: at 69.47% examples, 183920 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:44,353 : INFO : EPOCH 19 - PROGRESS: at 69.58% examples, 183917 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:54:45,387 : INFO : EPOCH 19 - PROGRESS: at 69.69% examples, 183913 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:46,420 : INFO : EPOCH 19 - PROGRESS: at 69.79% examples, 183895 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:47,426 : INFO : EPOCH 19 - PROGRESS: at 69.89% examples, 183902 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:48,487 : INFO : EPOCH 19 - PROGRESS: at 70.00% examples, 183895 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:49,496 : INFO : EPOCH 19 - PROGRESS: at 70.10% examples, 183890 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:50,515 : INFO : EPOCH 19 - PROGRESS: at 70.21% examples, 183909 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:51,524 : INFO : EPOCH 19 - PROGRESS: at 70.31% examples, 183913 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:54:52,529 : INFO : EPOCH 19 - PROGRESS: at 70.42% examples, 183912 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:53,542 : INFO : EPOCH 19 - PROGRESS: at 70.51% examples, 183905 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:54,552 : INFO : EPOCH 19 - PROGRESS: at 70.62% examples, 183901 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:55,598 : INFO : EPOCH 19 - PROGRESS: at 70.70% examples, 183889 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:56,650 : INFO : EPOCH 19 - PROGRESS: at 70.81% examples, 183890 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:57,750 : INFO : EPOCH 19 - PROGRESS: at 70.92% examples, 183890 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:58,813 : INFO : EPOCH 19 - PROGRESS: at 71.03% examples, 183885 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:54:59,833 : INFO : EPOCH 19 - PROGRESS: at 71.12% examples, 183897 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:00,865 : INFO : EPOCH 19 - PROGRESS: at 71.21% examples, 183889 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:01,866 : INFO : EPOCH 19 - PROGRESS: at 71.33% examples, 183897 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:02,890 : INFO : EPOCH 19 - PROGRESS: at 71.44% examples, 183887 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:03,911 : INFO : EPOCH 19 - PROGRESS: at 71.54% examples, 183891 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:04,915 : INFO : EPOCH 19 - PROGRESS: at 71.64% examples, 183889 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:05,949 : INFO : EPOCH 19 - PROGRESS: at 71.75% examples, 183905 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:06,964 : INFO : EPOCH 19 - PROGRESS: at 71.84% examples, 183908 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:07,977 : INFO : EPOCH 19 - PROGRESS: at 71.95% examples, 183913 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:08,989 : INFO : EPOCH 19 - PROGRESS: at 72.06% examples, 183910 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:10,096 : INFO : EPOCH 19 - PROGRESS: at 72.16% examples, 183894 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:11,107 : INFO : EPOCH 19 - PROGRESS: at 72.24% examples, 183901 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:12,131 : INFO : EPOCH 19 - PROGRESS: at 72.34% examples, 183887 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:13,160 : INFO : EPOCH 19 - PROGRESS: at 72.45% examples, 183910 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:14,171 : INFO : EPOCH 19 - PROGRESS: at 72.55% examples, 183907 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:55:15,173 : INFO : EPOCH 19 - PROGRESS: at 72.65% examples, 183899 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:16,201 : INFO : EPOCH 19 - PROGRESS: at 72.76% examples, 183909 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:17,230 : INFO : EPOCH 19 - PROGRESS: at 72.86% examples, 183909 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:18,264 : INFO : EPOCH 19 - PROGRESS: at 72.95% examples, 183906 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:19,302 : INFO : EPOCH 19 - PROGRESS: at 73.06% examples, 183901 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:20,335 : INFO : EPOCH 19 - PROGRESS: at 73.17% examples, 183909 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:21,371 : INFO : EPOCH 19 - PROGRESS: at 73.28% examples, 183925 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:22,431 : INFO : EPOCH 19 - PROGRESS: at 73.38% examples, 183923 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:55:23,455 : INFO : EPOCH 19 - PROGRESS: at 73.48% examples, 183926 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:24,497 : INFO : EPOCH 19 - PROGRESS: at 73.56% examples, 183918 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:25,555 : INFO : EPOCH 19 - PROGRESS: at 73.68% examples, 183914 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:26,574 : INFO : EPOCH 19 - PROGRESS: at 73.77% examples, 183914 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:27,592 : INFO : EPOCH 19 - PROGRESS: at 73.87% examples, 183917 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:28,606 : INFO : EPOCH 19 - PROGRESS: at 73.98% examples, 183912 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:29,613 : INFO : EPOCH 19 - PROGRESS: at 74.08% examples, 183922 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:30,627 : INFO : EPOCH 19 - PROGRESS: at 74.18% examples, 183906 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:31,651 : INFO : EPOCH 19 - PROGRESS: at 74.27% examples, 183920 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:32,659 : INFO : EPOCH 19 - PROGRESS: at 74.35% examples, 183902 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:55:33,693 : INFO : EPOCH 19 - PROGRESS: at 74.45% examples, 183909 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:34,711 : INFO : EPOCH 19 - PROGRESS: at 74.54% examples, 183912 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:35,758 : INFO : EPOCH 19 - PROGRESS: at 74.64% examples, 183911 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:36,764 : INFO : EPOCH 19 - PROGRESS: at 74.76% examples, 183937 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:37,797 : INFO : EPOCH 19 - PROGRESS: at 74.87% examples, 183938 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:55:38,838 : INFO : EPOCH 19 - PROGRESS: at 74.97% examples, 183939 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:39,907 : INFO : EPOCH 19 - PROGRESS: at 75.08% examples, 183933 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:55:40,948 : INFO : EPOCH 19 - PROGRESS: at 75.17% examples, 183938 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:41,970 : INFO : EPOCH 19 - PROGRESS: at 75.27% examples, 183936 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:55:43,025 : INFO : EPOCH 19 - PROGRESS: at 75.39% examples, 183937 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:55:44,059 : INFO : EPOCH 19 - PROGRESS: at 75.49% examples, 183932 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:55:45,095 : INFO : EPOCH 19 - PROGRESS: at 75.60% examples, 183937 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:46,136 : INFO : EPOCH 19 - PROGRESS: at 75.72% examples, 183935 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:47,190 : INFO : EPOCH 19 - PROGRESS: at 75.83% examples, 183943 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:48,198 : INFO : EPOCH 19 - PROGRESS: at 75.93% examples, 183945 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:49,204 : INFO : EPOCH 19 - PROGRESS: at 76.03% examples, 183964 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:50,249 : INFO : EPOCH 19 - PROGRESS: at 76.12% examples, 183955 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:51,262 : INFO : EPOCH 19 - PROGRESS: at 76.22% examples, 183959 words/s, in_qsize 7, out_qsize 1
2020-07-16 17:55:52,300 : INFO : EPOCH 19 - PROGRESS: at 76.34% examples, 183985 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:53,301 : INFO : EPOCH 19 - PROGRESS: at 76.43% examples, 183987 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:54,368 : INFO : EPOCH 19 - PROGRESS: at 76.52% examples, 183967 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:55,373 : INFO : EPOCH 19 - PROGRESS: at 76.61% examples, 183969 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:56,412 : INFO : EPOCH 19 - PROGRESS: at 76.72% examples, 183979 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:57,494 : INFO : EPOCH 19 - PROGRESS: at 76.83% examples, 183984 words/s, in_qsize 6, out_qsize 1
2020-07-16 17:55:58,561 : INFO : EPOCH 19 - PROGRESS: at 76.93% examples, 183989 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:55:59,608 : INFO : EPOCH 19 - PROGRESS: at 77.04% examples, 183997 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:00,626 : INFO : EPOCH 19 - PROGRESS: at 77.14% examples, 183987 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:01,648 : INFO : EPOCH 19 - PROGRESS: at 77.24% examples, 183972 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:02,669 : INFO : EPOCH 19 - PROGRESS: at 77.33% examples, 183970 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:03,710 : INFO : EPOCH 19 - PROGRESS: at 77.43% examples, 183954 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:04,718 : INFO : EPOCH 19 - PROGRESS: at 77.50% examples, 183915 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:05,726 : INFO : EPOCH 19 - PROGRESS: at 77.57% examples, 183878 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:06,788 : INFO : EPOCH 19 - PROGRESS: at 77.68% examples, 183872 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:07,798 : INFO : EPOCH 19 - PROGRESS: at 77.79% examples, 183879 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:08,843 : INFO : EPOCH 19 - PROGRESS: at 77.90% examples, 183882 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:09,859 : INFO : EPOCH 19 - PROGRESS: at 77.99% examples, 183886 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:10,905 : INFO : EPOCH 19 - PROGRESS: at 78.10% examples, 183881 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:11,965 : INFO : EPOCH 19 - PROGRESS: at 78.21% examples, 183883 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:12,972 : INFO : EPOCH 19 - PROGRESS: at 78.29% examples, 183885 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:13,999 : INFO : EPOCH 19 - PROGRESS: at 78.39% examples, 183877 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:15,033 : INFO : EPOCH 19 - PROGRESS: at 78.50% examples, 183880 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:16,082 : INFO : EPOCH 19 - PROGRESS: at 78.59% examples, 183882 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:17,085 : INFO : EPOCH 19 - PROGRESS: at 78.70% examples, 183896 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:18,178 : INFO : EPOCH 19 - PROGRESS: at 78.81% examples, 183880 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:19,205 : INFO : EPOCH 19 - PROGRESS: at 78.90% examples, 183875 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:56:20,257 : INFO : EPOCH 19 - PROGRESS: at 79.01% examples, 183871 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:21,303 : INFO : EPOCH 19 - PROGRESS: at 79.12% examples, 183871 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:22,339 : INFO : EPOCH 19 - PROGRESS: at 79.22% examples, 183865 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:23,355 : INFO : EPOCH 19 - PROGRESS: at 79.32% examples, 183871 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:24,355 : INFO : EPOCH 19 - PROGRESS: at 79.43% examples, 183869 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:56:25,434 : INFO : EPOCH 19 - PROGRESS: at 79.54% examples, 183867 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:26,445 : INFO : EPOCH 19 - PROGRESS: at 79.65% examples, 183874 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:56:27,457 : INFO : EPOCH 19 - PROGRESS: at 79.75% examples, 183876 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:28,472 : INFO : EPOCH 19 - PROGRESS: at 79.82% examples, 183872 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:29,531 : INFO : EPOCH 19 - PROGRESS: at 79.92% examples, 183868 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:30,620 : INFO : EPOCH 19 - PROGRESS: at 80.02% examples, 183860 words/s, in_qsize 7, out_qsize 1
2020-07-16 17:56:31,628 : INFO : EPOCH 19 - PROGRESS: at 80.15% examples, 183867 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:32,660 : INFO : EPOCH 19 - PROGRESS: at 80.25% examples, 183871 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:33,720 : INFO : EPOCH 19 - PROGRESS: at 80.34% examples, 183859 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:34,766 : INFO : EPOCH 19 - PROGRESS: at 80.44% examples, 183866 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:35,768 : INFO : EPOCH 19 - PROGRESS: at 80.53% examples, 183866 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:36,858 : INFO : EPOCH 19 - PROGRESS: at 80.63% examples, 183856 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:37,896 : INFO : EPOCH 19 - PROGRESS: at 80.73% examples, 183861 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:38,932 : INFO : EPOCH 19 - PROGRESS: at 80.83% examples, 183858 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:39,988 : INFO : EPOCH 19 - PROGRESS: at 80.92% examples, 183856 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:40,992 : INFO : EPOCH 19 - PROGRESS: at 81.02% examples, 183852 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:41,999 : INFO : EPOCH 19 - PROGRESS: at 81.13% examples, 183858 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:43,063 : INFO : EPOCH 19 - PROGRESS: at 81.21% examples, 183848 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:44,102 : INFO : EPOCH 19 - PROGRESS: at 81.30% examples, 183851 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:56:45,156 : INFO : EPOCH 19 - PROGRESS: at 81.42% examples, 183852 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:46,205 : INFO : EPOCH 19 - PROGRESS: at 81.51% examples, 183848 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:56:47,220 : INFO : EPOCH 19 - PROGRESS: at 81.59% examples, 183855 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:48,234 : INFO : EPOCH 19 - PROGRESS: at 81.70% examples, 183862 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:49,261 : INFO : EPOCH 19 - PROGRESS: at 81.78% examples, 183861 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:50,311 : INFO : EPOCH 19 - PROGRESS: at 81.89% examples, 183856 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:51,373 : INFO : EPOCH 19 - PROGRESS: at 82.00% examples, 183858 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:52,382 : INFO : EPOCH 19 - PROGRESS: at 82.09% examples, 183854 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:53,390 : INFO : EPOCH 19 - PROGRESS: at 82.21% examples, 183869 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:54,442 : INFO : EPOCH 19 - PROGRESS: at 82.31% examples, 183855 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:55,522 : INFO : EPOCH 19 - PROGRESS: at 82.41% examples, 183853 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:56,563 : INFO : EPOCH 19 - PROGRESS: at 82.53% examples, 183861 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:57,608 : INFO : EPOCH 19 - PROGRESS: at 82.64% examples, 183869 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:58,619 : INFO : EPOCH 19 - PROGRESS: at 82.72% examples, 183867 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:56:59,701 : INFO : EPOCH 19 - PROGRESS: at 82.82% examples, 183852 words/s, in_qsize 6, out_qsize 2
2020-07-16 17:57:00,724 : INFO : EPOCH 19 - PROGRESS: at 82.93% examples, 183862 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:01,728 : INFO : EPOCH 19 - PROGRESS: at 83.03% examples, 183882 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:57:02,756 : INFO : EPOCH 19 - PROGRESS: at 83.11% examples, 183880 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:03,851 : INFO : EPOCH 19 - PROGRESS: at 83.22% examples, 183876 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:04,861 : INFO : EPOCH 19 - PROGRESS: at 83.34% examples, 183878 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:05,871 : INFO : EPOCH 19 - PROGRESS: at 83.44% examples, 183875 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:06,905 : INFO : EPOCH 19 - PROGRESS: at 83.53% examples, 183873 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:07,940 : INFO : EPOCH 19 - PROGRESS: at 83.64% examples, 183895 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:57:08,945 : INFO : EPOCH 19 - PROGRESS: at 83.75% examples, 183898 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:09,970 : INFO : EPOCH 19 - PROGRESS: at 83.85% examples, 183878 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:57:10,978 : INFO : EPOCH 19 - PROGRESS: at 83.96% examples, 183881 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:57:12,017 : INFO : EPOCH 19 - PROGRESS: at 84.06% examples, 183880 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:13,028 : INFO : EPOCH 19 - PROGRESS: at 84.18% examples, 183897 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:57:14,094 : INFO : EPOCH 19 - PROGRESS: at 84.28% examples, 183897 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:15,113 : INFO : EPOCH 19 - PROGRESS: at 84.39% examples, 183911 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:16,134 : INFO : EPOCH 19 - PROGRESS: at 84.48% examples, 183916 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:17,150 : INFO : EPOCH 19 - PROGRESS: at 84.58% examples, 183912 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:18,205 : INFO : EPOCH 19 - PROGRESS: at 84.69% examples, 183908 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:19,221 : INFO : EPOCH 19 - PROGRESS: at 84.77% examples, 183910 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:20,238 : INFO : EPOCH 19 - PROGRESS: at 84.86% examples, 183914 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:21,293 : INFO : EPOCH 19 - PROGRESS: at 84.95% examples, 183900 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:22,351 : INFO : EPOCH 19 - PROGRESS: at 85.05% examples, 183907 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:23,376 : INFO : EPOCH 19 - PROGRESS: at 85.14% examples, 183905 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:24,377 : INFO : EPOCH 19 - PROGRESS: at 85.23% examples, 183903 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:25,428 : INFO : EPOCH 19 - PROGRESS: at 85.34% examples, 183899 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:26,438 : INFO : EPOCH 19 - PROGRESS: at 85.42% examples, 183893 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:27,450 : INFO : EPOCH 19 - PROGRESS: at 85.51% examples, 183898 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:28,479 : INFO : EPOCH 19 - PROGRESS: at 85.62% examples, 183892 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:29,482 : INFO : EPOCH 19 - PROGRESS: at 85.71% examples, 183897 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:30,486 : INFO : EPOCH 19 - PROGRESS: at 85.81% examples, 183894 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:31,545 : INFO : EPOCH 19 - PROGRESS: at 85.90% examples, 183885 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:57:32,555 : INFO : EPOCH 19 - PROGRESS: at 86.01% examples, 183893 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:33,588 : INFO : EPOCH 19 - PROGRESS: at 86.11% examples, 183883 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:34,684 : INFO : EPOCH 19 - PROGRESS: at 86.22% examples, 183878 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:35,725 : INFO : EPOCH 19 - PROGRESS: at 86.31% examples, 183885 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:36,784 : INFO : EPOCH 19 - PROGRESS: at 86.42% examples, 183893 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:37,823 : INFO : EPOCH 19 - PROGRESS: at 86.52% examples, 183906 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:38,851 : INFO : EPOCH 19 - PROGRESS: at 86.65% examples, 183908 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:39,860 : INFO : EPOCH 19 - PROGRESS: at 86.75% examples, 183914 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:40,868 : INFO : EPOCH 19 - PROGRESS: at 86.86% examples, 183918 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:41,884 : INFO : EPOCH 19 - PROGRESS: at 86.95% examples, 183918 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:42,909 : INFO : EPOCH 19 - PROGRESS: at 87.05% examples, 183928 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:43,921 : INFO : EPOCH 19 - PROGRESS: at 87.16% examples, 183927 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:44,956 : INFO : EPOCH 19 - PROGRESS: at 87.27% examples, 183930 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:45,965 : INFO : EPOCH 19 - PROGRESS: at 87.37% examples, 183931 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:46,981 : INFO : EPOCH 19 - PROGRESS: at 87.46% examples, 183930 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:47,989 : INFO : EPOCH 19 - PROGRESS: at 87.58% examples, 183948 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:57:49,034 : INFO : EPOCH 19 - PROGRESS: at 87.70% examples, 183941 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:50,051 : INFO : EPOCH 19 - PROGRESS: at 87.79% examples, 183933 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:51,101 : INFO : EPOCH 19 - PROGRESS: at 87.90% examples, 183934 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:52,203 : INFO : EPOCH 19 - PROGRESS: at 87.99% examples, 183934 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:57:53,208 : INFO : EPOCH 19 - PROGRESS: at 88.09% examples, 183944 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:57:54,217 : INFO : EPOCH 19 - PROGRESS: at 88.20% examples, 183939 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:55,260 : INFO : EPOCH 19 - PROGRESS: at 88.31% examples, 183949 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:56,358 : INFO : EPOCH 19 - PROGRESS: at 88.42% examples, 183946 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:57,373 : INFO : EPOCH 19 - PROGRESS: at 88.53% examples, 183954 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:58,388 : INFO : EPOCH 19 - PROGRESS: at 88.64% examples, 183961 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:57:59,429 : INFO : EPOCH 19 - PROGRESS: at 88.75% examples, 183965 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:00,500 : INFO : EPOCH 19 - PROGRESS: at 88.85% examples, 183960 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:01,509 : INFO : EPOCH 19 - PROGRESS: at 88.96% examples, 183962 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:58:02,540 : INFO : EPOCH 19 - PROGRESS: at 89.04% examples, 183960 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:03,588 : INFO : EPOCH 19 - PROGRESS: at 89.15% examples, 183977 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:04,627 : INFO : EPOCH 19 - PROGRESS: at 89.27% examples, 183978 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:05,657 : INFO : EPOCH 19 - PROGRESS: at 89.38% examples, 183973 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:06,686 : INFO : EPOCH 19 - PROGRESS: at 89.48% examples, 183978 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:07,695 : INFO : EPOCH 19 - PROGRESS: at 89.58% examples, 183988 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:08,698 : INFO : EPOCH 19 - PROGRESS: at 89.67% examples, 183994 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:09,761 : INFO : EPOCH 19 - PROGRESS: at 89.78% examples, 183991 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:10,778 : INFO : EPOCH 19 - PROGRESS: at 89.89% examples, 184007 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:11,848 : INFO : EPOCH 19 - PROGRESS: at 90.00% examples, 184001 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:12,856 : INFO : EPOCH 19 - PROGRESS: at 90.08% examples, 184001 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:13,874 : INFO : EPOCH 19 - PROGRESS: at 90.19% examples, 184030 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:14,904 : INFO : EPOCH 19 - PROGRESS: at 90.28% examples, 184025 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:15,916 : INFO : EPOCH 19 - PROGRESS: at 90.39% examples, 184032 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:16,937 : INFO : EPOCH 19 - PROGRESS: at 90.49% examples, 184028 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:17,992 : INFO : EPOCH 19 - PROGRESS: at 90.60% examples, 184032 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:18,994 : INFO : EPOCH 19 - PROGRESS: at 90.71% examples, 184045 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:20,013 : INFO : EPOCH 19 - PROGRESS: at 90.80% examples, 184044 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:21,041 : INFO : EPOCH 19 - PROGRESS: at 90.90% examples, 184048 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:22,046 : INFO : EPOCH 19 - PROGRESS: at 90.99% examples, 184049 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:23,053 : INFO : EPOCH 19 - PROGRESS: at 91.09% examples, 184060 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:24,066 : INFO : EPOCH 19 - PROGRESS: at 91.18% examples, 184059 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:25,074 : INFO : EPOCH 19 - PROGRESS: at 91.28% examples, 184060 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:26,090 : INFO : EPOCH 19 - PROGRESS: at 91.38% examples, 184059 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:27,127 : INFO : EPOCH 19 - PROGRESS: at 91.49% examples, 184065 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:58:28,148 : INFO : EPOCH 19 - PROGRESS: at 91.60% examples, 184066 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:29,164 : INFO : EPOCH 19 - PROGRESS: at 91.70% examples, 184070 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:30,183 : INFO : EPOCH 19 - PROGRESS: at 91.80% examples, 184075 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:31,237 : INFO : EPOCH 19 - PROGRESS: at 91.90% examples, 184075 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:32,274 : INFO : EPOCH 19 - PROGRESS: at 92.00% examples, 184075 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:33,317 : INFO : EPOCH 19 - PROGRESS: at 92.10% examples, 184066 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:34,331 : INFO : EPOCH 19 - PROGRESS: at 92.20% examples, 184081 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:35,355 : INFO : EPOCH 19 - PROGRESS: at 92.32% examples, 184080 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:36,422 : INFO : EPOCH 19 - PROGRESS: at 92.43% examples, 184083 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:37,527 : INFO : EPOCH 19 - PROGRESS: at 92.55% examples, 184082 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:38,544 : INFO : EPOCH 19 - PROGRESS: at 92.66% examples, 184090 words/s, in_qsize 7, out_qsize 0
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2020-07-16 17:58:40,567 : INFO : EPOCH 19 - PROGRESS: at 92.86% examples, 184100 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:41,588 : INFO : EPOCH 19 - PROGRESS: at 92.97% examples, 184109 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:42,601 : INFO : EPOCH 19 - PROGRESS: at 93.06% examples, 184108 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:43,654 : INFO : EPOCH 19 - PROGRESS: at 93.16% examples, 184106 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:44,695 : INFO : EPOCH 19 - PROGRESS: at 93.26% examples, 184116 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:45,788 : INFO : EPOCH 19 - PROGRESS: at 93.35% examples, 184112 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:46,802 : INFO : EPOCH 19 - PROGRESS: at 93.48% examples, 184126 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:47,902 : INFO : EPOCH 19 - PROGRESS: at 93.59% examples, 184121 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:48,913 : INFO : EPOCH 19 - PROGRESS: at 93.69% examples, 184126 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:49,916 : INFO : EPOCH 19 - PROGRESS: at 93.78% examples, 184128 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:50,944 : INFO : EPOCH 19 - PROGRESS: at 93.88% examples, 184131 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:52,014 : INFO : EPOCH 19 - PROGRESS: at 93.98% examples, 184132 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:53,030 : INFO : EPOCH 19 - PROGRESS: at 94.09% examples, 184137 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:54,035 : INFO : EPOCH 19 - PROGRESS: at 94.17% examples, 184137 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:55,091 : INFO : EPOCH 19 - PROGRESS: at 94.27% examples, 184126 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:58:56,148 : INFO : EPOCH 19 - PROGRESS: at 94.38% examples, 184129 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:58:57,173 : INFO : EPOCH 19 - PROGRESS: at 94.48% examples, 184137 words/s, in_qsize 7, out_qsize 0
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2020-07-16 17:58:59,250 : INFO : EPOCH 19 - PROGRESS: at 94.65% examples, 184132 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:59:00,263 : INFO : EPOCH 19 - PROGRESS: at 94.77% examples, 184147 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:01,314 : INFO : EPOCH 19 - PROGRESS: at 94.87% examples, 184148 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:02,361 : INFO : EPOCH 19 - PROGRESS: at 94.97% examples, 184144 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:03,397 : INFO : EPOCH 19 - PROGRESS: at 95.08% examples, 184155 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:04,430 : INFO : EPOCH 19 - PROGRESS: at 95.19% examples, 184155 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:05,457 : INFO : EPOCH 19 - PROGRESS: at 95.28% examples, 184156 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:06,469 : INFO : EPOCH 19 - PROGRESS: at 95.37% examples, 184159 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:59:07,514 : INFO : EPOCH 19 - PROGRESS: at 95.50% examples, 184165 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:08,556 : INFO : EPOCH 19 - PROGRESS: at 95.58% examples, 184160 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:09,625 : INFO : EPOCH 19 - PROGRESS: at 95.68% examples, 184165 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:59:10,639 : INFO : EPOCH 19 - PROGRESS: at 95.80% examples, 184167 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:11,718 : INFO : EPOCH 19 - PROGRESS: at 95.89% examples, 184160 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:59:12,732 : INFO : EPOCH 19 - PROGRESS: at 95.99% examples, 184173 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:13,751 : INFO : EPOCH 19 - PROGRESS: at 96.08% examples, 184169 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:14,774 : INFO : EPOCH 19 - PROGRESS: at 96.17% examples, 184174 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:15,794 : INFO : EPOCH 19 - PROGRESS: at 96.27% examples, 184183 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:16,814 : INFO : EPOCH 19 - PROGRESS: at 96.37% examples, 184179 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:17,820 : INFO : EPOCH 19 - PROGRESS: at 96.47% examples, 184192 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:18,839 : INFO : EPOCH 19 - PROGRESS: at 96.58% examples, 184189 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:19,871 : INFO : EPOCH 19 - PROGRESS: at 96.70% examples, 184194 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:20,876 : INFO : EPOCH 19 - PROGRESS: at 96.82% examples, 184203 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:59:21,939 : INFO : EPOCH 19 - PROGRESS: at 96.93% examples, 184191 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:22,968 : INFO : EPOCH 19 - PROGRESS: at 97.05% examples, 184212 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:23,968 : INFO : EPOCH 19 - PROGRESS: at 97.17% examples, 184216 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:24,973 : INFO : EPOCH 19 - PROGRESS: at 97.26% examples, 184211 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:26,017 : INFO : EPOCH 19 - PROGRESS: at 97.37% examples, 184216 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:27,031 : INFO : EPOCH 19 - PROGRESS: at 97.49% examples, 184228 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:28,045 : INFO : EPOCH 19 - PROGRESS: at 97.59% examples, 184229 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:29,048 : INFO : EPOCH 19 - PROGRESS: at 97.68% examples, 184235 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:30,099 : INFO : EPOCH 19 - PROGRESS: at 97.79% examples, 184231 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:31,110 : INFO : EPOCH 19 - PROGRESS: at 97.90% examples, 184245 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:32,170 : INFO : EPOCH 19 - PROGRESS: at 97.99% examples, 184236 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:33,239 : INFO : EPOCH 19 - PROGRESS: at 98.10% examples, 184232 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:34,248 : INFO : EPOCH 19 - PROGRESS: at 98.22% examples, 184233 words/s, in_qsize 8, out_qsize 1
2020-07-16 17:59:35,295 : INFO : EPOCH 19 - PROGRESS: at 98.35% examples, 184241 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:36,297 : INFO : EPOCH 19 - PROGRESS: at 98.46% examples, 184246 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:37,371 : INFO : EPOCH 19 - PROGRESS: at 98.55% examples, 184249 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:38,395 : INFO : EPOCH 19 - PROGRESS: at 98.64% examples, 184254 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:39,416 : INFO : EPOCH 19 - PROGRESS: at 98.74% examples, 184252 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:40,453 : INFO : EPOCH 19 - PROGRESS: at 98.85% examples, 184251 words/s, in_qsize 8, out_qsize 0
2020-07-16 17:59:41,486 : INFO : EPOCH 19 - PROGRESS: at 98.96% examples, 184246 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:42,500 : INFO : EPOCH 19 - PROGRESS: at 99.06% examples, 184255 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:43,536 : INFO : EPOCH 19 - PROGRESS: at 99.15% examples, 184256 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:44,569 : INFO : EPOCH 19 - PROGRESS: at 99.26% examples, 184256 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:45,633 : INFO : EPOCH 19 - PROGRESS: at 99.37% examples, 184256 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:46,648 : INFO : EPOCH 19 - PROGRESS: at 99.47% examples, 184257 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:47,663 : INFO : EPOCH 19 - PROGRESS: at 99.56% examples, 184256 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:48,687 : INFO : EPOCH 19 - PROGRESS: at 99.66% examples, 184263 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:49,724 : INFO : EPOCH 19 - PROGRESS: at 99.76% examples, 184263 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:50,815 : INFO : EPOCH 19 - PROGRESS: at 99.89% examples, 184263 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:51,856 : INFO : EPOCH 19 - PROGRESS: at 99.99% examples, 184258 words/s, in_qsize 5, out_qsize 0
2020-07-16 17:59:51,882 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 17:59:51,890 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 17:59:51,913 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 17:59:51,967 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 17:59:51,968 : INFO : EPOCH - 19 : training on 246540407 raw words (186687292 effective words) took 1013.1s, 184267 effective words/s
2020-07-16 17:59:53,035 : INFO : EPOCH 20 - PROGRESS: at 0.11% examples, 169897 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:54,065 : INFO : EPOCH 20 - PROGRESS: at 0.22% examples, 177617 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:55,067 : INFO : EPOCH 20 - PROGRESS: at 0.34% examples, 181211 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:56,094 : INFO : EPOCH 20 - PROGRESS: at 0.44% examples, 184284 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:57,098 : INFO : EPOCH 20 - PROGRESS: at 0.56% examples, 185574 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:58,104 : INFO : EPOCH 20 - PROGRESS: at 0.65% examples, 186858 words/s, in_qsize 7, out_qsize 0
2020-07-16 17:59:59,142 : INFO : EPOCH 20 - PROGRESS: at 0.75% examples, 186706 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:00,254 : INFO : EPOCH 20 - PROGRESS: at 0.86% examples, 185964 words/s, in_qsize 8, out_qsize 0
2020-07-16 18:00:01,337 : INFO : EPOCH 20 - PROGRESS: at 0.97% examples, 186222 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:02,350 : INFO : EPOCH 20 - PROGRESS: at 1.06% examples, 186886 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:03,380 : INFO : EPOCH 20 - PROGRESS: at 1.16% examples, 187477 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:04,399 : INFO : EPOCH 20 - PROGRESS: at 1.26% examples, 187274 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:05,463 : INFO : EPOCH 20 - PROGRESS: at 1.35% examples, 186683 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:06,473 : INFO : EPOCH 20 - PROGRESS: at 1.46% examples, 186855 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:07,506 : INFO : EPOCH 20 - PROGRESS: at 1.57% examples, 186682 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:08,507 : INFO : EPOCH 20 - PROGRESS: at 1.68% examples, 187038 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:09,613 : INFO : EPOCH 20 - PROGRESS: at 1.79% examples, 186715 words/s, in_qsize 8, out_qsize 0
2020-07-16 18:00:10,656 : INFO : EPOCH 20 - PROGRESS: at 1.90% examples, 186589 words/s, in_qsize 8, out_qsize 0
2020-07-16 18:00:11,676 : INFO : EPOCH 20 - PROGRESS: at 2.00% examples, 186812 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:12,684 : INFO : EPOCH 20 - PROGRESS: at 2.09% examples, 186648 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:13,698 : INFO : EPOCH 20 - PROGRESS: at 2.19% examples, 186679 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:14,699 : INFO : EPOCH 20 - PROGRESS: at 2.29% examples, 186593 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:15,709 : INFO : EPOCH 20 - PROGRESS: at 2.37% examples, 186583 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:16,752 : INFO : EPOCH 20 - PROGRESS: at 2.48% examples, 186638 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:17,804 : INFO : EPOCH 20 - PROGRESS: at 2.58% examples, 186793 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:18,879 : INFO : EPOCH 20 - PROGRESS: at 2.69% examples, 186874 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:19,884 : INFO : EPOCH 20 - PROGRESS: at 2.80% examples, 186874 words/s, in_qsize 6, out_qsize 1
2020-07-16 18:00:20,941 : INFO : EPOCH 20 - PROGRESS: at 2.90% examples, 186911 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:21,984 : INFO : EPOCH 20 - PROGRESS: at 3.01% examples, 186907 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:22,998 : INFO : EPOCH 20 - PROGRESS: at 3.11% examples, 187092 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:24,033 : INFO : EPOCH 20 - PROGRESS: at 3.21% examples, 187274 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:25,085 : INFO : EPOCH 20 - PROGRESS: at 3.31% examples, 187181 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:26,089 : INFO : EPOCH 20 - PROGRESS: at 3.41% examples, 187220 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:27,114 : INFO : EPOCH 20 - PROGRESS: at 3.50% examples, 187036 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:28,122 : INFO : EPOCH 20 - PROGRESS: at 3.62% examples, 187109 words/s, in_qsize 8, out_qsize 0
2020-07-16 18:00:29,146 : INFO : EPOCH 20 - PROGRESS: at 3.72% examples, 186989 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:30,178 : INFO : EPOCH 20 - PROGRESS: at 3.83% examples, 186913 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:31,180 : INFO : EPOCH 20 - PROGRESS: at 3.93% examples, 186784 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:32,225 : INFO : EPOCH 20 - PROGRESS: at 4.03% examples, 186758 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:33,233 : INFO : EPOCH 20 - PROGRESS: at 4.11% examples, 186841 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:34,233 : INFO : EPOCH 20 - PROGRESS: at 4.21% examples, 186662 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:35,239 : INFO : EPOCH 20 - PROGRESS: at 4.30% examples, 186703 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:36,247 : INFO : EPOCH 20 - PROGRESS: at 4.39% examples, 186051 words/s, in_qsize 8, out_qsize 0
2020-07-16 18:00:37,299 : INFO : EPOCH 20 - PROGRESS: at 4.47% examples, 185125 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:38,309 : INFO : EPOCH 20 - PROGRESS: at 4.57% examples, 185123 words/s, in_qsize 8, out_qsize 0
2020-07-16 18:00:39,359 : INFO : EPOCH 20 - PROGRESS: at 4.68% examples, 184955 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:40,404 : INFO : EPOCH 20 - PROGRESS: at 4.77% examples, 185048 words/s, in_qsize 8, out_qsize 0
2020-07-16 18:00:41,421 : INFO : EPOCH 20 - PROGRESS: at 4.87% examples, 184977 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:42,433 : INFO : EPOCH 20 - PROGRESS: at 4.98% examples, 185085 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:43,487 : INFO : EPOCH 20 - PROGRESS: at 5.07% examples, 185102 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:44,494 : INFO : EPOCH 20 - PROGRESS: at 5.18% examples, 185179 words/s, in_qsize 8, out_qsize 1
2020-07-16 18:00:45,499 : INFO : EPOCH 20 - PROGRESS: at 5.27% examples, 185120 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:46,504 : INFO : EPOCH 20 - PROGRESS: at 5.36% examples, 185169 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:47,571 : INFO : EPOCH 20 - PROGRESS: at 5.46% examples, 184997 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:48,571 : INFO : EPOCH 20 - PROGRESS: at 5.57% examples, 185163 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:49,590 : INFO : EPOCH 20 - PROGRESS: at 5.68% examples, 185049 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:50,649 : INFO : EPOCH 20 - PROGRESS: at 5.80% examples, 185115 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:51,666 : INFO : EPOCH 20 - PROGRESS: at 5.91% examples, 185485 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:52,741 : INFO : EPOCH 20 - PROGRESS: at 6.02% examples, 186064 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:53,833 : INFO : EPOCH 20 - PROGRESS: at 6.16% examples, 186763 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:54,850 : INFO : EPOCH 20 - PROGRESS: at 6.29% examples, 187394 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:55,904 : INFO : EPOCH 20 - PROGRESS: at 6.42% examples, 187994 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:56,917 : INFO : EPOCH 20 - PROGRESS: at 6.52% examples, 188568 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:57,939 : INFO : EPOCH 20 - PROGRESS: at 6.64% examples, 189202 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:58,967 : INFO : EPOCH 20 - PROGRESS: at 6.76% examples, 189669 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:00:59,998 : INFO : EPOCH 20 - PROGRESS: at 6.88% examples, 190294 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:01,014 : INFO : EPOCH 20 - PROGRESS: at 7.00% examples, 190725 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:02,015 : INFO : EPOCH 20 - PROGRESS: at 7.13% examples, 191211 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:03,028 : INFO : EPOCH 20 - PROGRESS: at 7.26% examples, 191665 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:04,055 : INFO : EPOCH 20 - PROGRESS: at 7.39% examples, 192086 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:05,089 : INFO : EPOCH 20 - PROGRESS: at 7.52% examples, 192619 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:06,103 : INFO : EPOCH 20 - PROGRESS: at 7.64% examples, 192989 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:07,157 : INFO : EPOCH 20 - PROGRESS: at 7.76% examples, 193281 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:08,177 : INFO : EPOCH 20 - PROGRESS: at 7.89% examples, 193818 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:09,220 : INFO : EPOCH 20 - PROGRESS: at 8.00% examples, 194181 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:10,265 : INFO : EPOCH 20 - PROGRESS: at 8.11% examples, 194526 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:11,268 : INFO : EPOCH 20 - PROGRESS: at 8.24% examples, 194986 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:12,312 : INFO : EPOCH 20 - PROGRESS: at 8.36% examples, 195283 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:13,334 : INFO : EPOCH 20 - PROGRESS: at 8.47% examples, 195731 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:14,382 : INFO : EPOCH 20 - PROGRESS: at 8.61% examples, 196013 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:15,393 : INFO : EPOCH 20 - PROGRESS: at 8.73% examples, 196367 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:16,416 : INFO : EPOCH 20 - PROGRESS: at 8.86% examples, 196674 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:17,457 : INFO : EPOCH 20 - PROGRESS: at 8.97% examples, 196988 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:18,459 : INFO : EPOCH 20 - PROGRESS: at 9.09% examples, 197480 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:19,499 : INFO : EPOCH 20 - PROGRESS: at 9.22% examples, 197715 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:20,505 : INFO : EPOCH 20 - PROGRESS: at 9.36% examples, 197971 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:21,545 : INFO : EPOCH 20 - PROGRESS: at 9.48% examples, 198275 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:22,557 : INFO : EPOCH 20 - PROGRESS: at 9.59% examples, 198550 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:23,621 : INFO : EPOCH 20 - PROGRESS: at 9.71% examples, 198830 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:24,699 : INFO : EPOCH 20 - PROGRESS: at 9.82% examples, 198997 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:25,712 : INFO : EPOCH 20 - PROGRESS: at 9.95% examples, 199332 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:26,750 : INFO : EPOCH 20 - PROGRESS: at 10.08% examples, 199632 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:27,786 : INFO : EPOCH 20 - PROGRESS: at 10.22% examples, 199946 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:28,806 : INFO : EPOCH 20 - PROGRESS: at 10.33% examples, 200170 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:29,845 : INFO : EPOCH 20 - PROGRESS: at 10.48% examples, 200432 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:30,849 : INFO : EPOCH 20 - PROGRESS: at 10.59% examples, 200639 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:31,876 : INFO : EPOCH 20 - PROGRESS: at 10.72% examples, 200939 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:32,890 : INFO : EPOCH 20 - PROGRESS: at 10.83% examples, 201142 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:33,891 : INFO : EPOCH 20 - PROGRESS: at 10.95% examples, 201392 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:34,893 : INFO : EPOCH 20 - PROGRESS: at 11.08% examples, 201584 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:35,926 : INFO : EPOCH 20 - PROGRESS: at 11.20% examples, 201877 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:36,935 : INFO : EPOCH 20 - PROGRESS: at 11.33% examples, 202133 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:37,974 : INFO : EPOCH 20 - PROGRESS: at 11.45% examples, 202273 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:38,987 : INFO : EPOCH 20 - PROGRESS: at 11.55% examples, 202510 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:40,017 : INFO : EPOCH 20 - PROGRESS: at 11.67% examples, 202762 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:41,072 : INFO : EPOCH 20 - PROGRESS: at 11.80% examples, 202880 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:42,098 : INFO : EPOCH 20 - PROGRESS: at 11.95% examples, 203099 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:43,103 : INFO : EPOCH 20 - PROGRESS: at 12.07% examples, 203346 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:44,188 : INFO : EPOCH 20 - PROGRESS: at 12.21% examples, 203460 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:45,229 : INFO : EPOCH 20 - PROGRESS: at 12.34% examples, 203697 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:46,241 : INFO : EPOCH 20 - PROGRESS: at 12.45% examples, 203874 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:47,243 : INFO : EPOCH 20 - PROGRESS: at 12.57% examples, 204108 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:48,244 : INFO : EPOCH 20 - PROGRESS: at 12.68% examples, 204258 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:49,297 : INFO : EPOCH 20 - PROGRESS: at 12.83% examples, 204377 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:50,375 : INFO : EPOCH 20 - PROGRESS: at 12.96% examples, 204515 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:51,429 : INFO : EPOCH 20 - PROGRESS: at 13.10% examples, 204696 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:52,452 : INFO : EPOCH 20 - PROGRESS: at 13.23% examples, 204920 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:53,518 : INFO : EPOCH 20 - PROGRESS: at 13.38% examples, 205028 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:54,519 : INFO : EPOCH 20 - PROGRESS: at 13.49% examples, 205238 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:55,520 : INFO : EPOCH 20 - PROGRESS: at 13.62% examples, 205297 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:56,533 : INFO : EPOCH 20 - PROGRESS: at 13.73% examples, 205482 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:57,545 : INFO : EPOCH 20 - PROGRESS: at 13.85% examples, 205663 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:58,586 : INFO : EPOCH 20 - PROGRESS: at 13.97% examples, 205792 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:01:59,694 : INFO : EPOCH 20 - PROGRESS: at 14.10% examples, 205913 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:00,696 : INFO : EPOCH 20 - PROGRESS: at 14.25% examples, 206129 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:01,722 : INFO : EPOCH 20 - PROGRESS: at 14.37% examples, 206239 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:02,772 : INFO : EPOCH 20 - PROGRESS: at 14.49% examples, 206322 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:03,810 : INFO : EPOCH 20 - PROGRESS: at 14.62% examples, 206482 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:04,842 : INFO : EPOCH 20 - PROGRESS: at 14.76% examples, 206641 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:05,866 : INFO : EPOCH 20 - PROGRESS: at 14.89% examples, 206759 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:06,879 : INFO : EPOCH 20 - PROGRESS: at 15.00% examples, 206927 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:07,879 : INFO : EPOCH 20 - PROGRESS: at 15.14% examples, 207077 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:08,897 : INFO : EPOCH 20 - PROGRESS: at 15.27% examples, 207205 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:09,901 : INFO : EPOCH 20 - PROGRESS: at 15.38% examples, 207346 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:10,919 : INFO : EPOCH 20 - PROGRESS: at 15.51% examples, 207395 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:11,932 : INFO : EPOCH 20 - PROGRESS: at 15.63% examples, 207517 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:13,007 : INFO : EPOCH 20 - PROGRESS: at 15.76% examples, 207654 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:14,057 : INFO : EPOCH 20 - PROGRESS: at 15.89% examples, 207781 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:15,068 : INFO : EPOCH 20 - PROGRESS: at 16.02% examples, 207907 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:16,111 : INFO : EPOCH 20 - PROGRESS: at 16.15% examples, 207993 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:17,121 : INFO : EPOCH 20 - PROGRESS: at 16.28% examples, 208136 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:18,129 : INFO : EPOCH 20 - PROGRESS: at 16.41% examples, 208277 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:19,148 : INFO : EPOCH 20 - PROGRESS: at 16.53% examples, 208376 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:20,148 : INFO : EPOCH 20 - PROGRESS: at 16.64% examples, 208488 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:21,168 : INFO : EPOCH 20 - PROGRESS: at 16.76% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:22,174 : INFO : EPOCH 20 - PROGRESS: at 16.89% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:23,182 : INFO : EPOCH 20 - PROGRESS: at 17.02% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:24,193 : INFO : EPOCH 20 - PROGRESS: at 17.13% examples, 208895 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:25,204 : INFO : EPOCH 20 - PROGRESS: at 17.23% examples, 208972 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:26,208 : INFO : EPOCH 20 - PROGRESS: at 17.36% examples, 209054 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:27,235 : INFO : EPOCH 20 - PROGRESS: at 17.48% examples, 209205 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:28,254 : INFO : EPOCH 20 - PROGRESS: at 17.59% examples, 209238 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:29,285 : INFO : EPOCH 20 - PROGRESS: at 17.71% examples, 209327 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:30,372 : INFO : EPOCH 20 - PROGRESS: at 17.84% examples, 209433 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:31,393 : INFO : EPOCH 20 - PROGRESS: at 17.97% examples, 209552 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:32,420 : INFO : EPOCH 20 - PROGRESS: at 18.10% examples, 209653 words/s, in_qsize 6, out_qsize 1
2020-07-16 18:02:33,426 : INFO : EPOCH 20 - PROGRESS: at 18.22% examples, 209759 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:34,465 : INFO : EPOCH 20 - PROGRESS: at 18.35% examples, 209843 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:35,469 : INFO : EPOCH 20 - PROGRESS: at 18.46% examples, 209966 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:36,470 : INFO : EPOCH 20 - PROGRESS: at 18.58% examples, 210042 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:37,488 : INFO : EPOCH 20 - PROGRESS: at 18.68% examples, 210088 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:38,497 : INFO : EPOCH 20 - PROGRESS: at 18.81% examples, 210195 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:39,505 : INFO : EPOCH 20 - PROGRESS: at 18.93% examples, 210287 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:40,516 : INFO : EPOCH 20 - PROGRESS: at 19.04% examples, 210381 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:41,570 : INFO : EPOCH 20 - PROGRESS: at 19.17% examples, 210440 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:42,590 : INFO : EPOCH 20 - PROGRESS: at 19.29% examples, 210536 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:43,592 : INFO : EPOCH 20 - PROGRESS: at 19.42% examples, 210629 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:44,604 : INFO : EPOCH 20 - PROGRESS: at 19.53% examples, 210695 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:45,623 : INFO : EPOCH 20 - PROGRESS: at 19.66% examples, 210803 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:46,652 : INFO : EPOCH 20 - PROGRESS: at 19.79% examples, 210875 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:47,697 : INFO : EPOCH 20 - PROGRESS: at 19.91% examples, 210949 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:48,703 : INFO : EPOCH 20 - PROGRESS: at 20.04% examples, 211049 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:49,748 : INFO : EPOCH 20 - PROGRESS: at 20.16% examples, 211083 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:50,755 : INFO : EPOCH 20 - PROGRESS: at 20.28% examples, 211183 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:51,774 : INFO : EPOCH 20 - PROGRESS: at 20.40% examples, 211248 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:52,828 : INFO : EPOCH 20 - PROGRESS: at 20.52% examples, 211288 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:53,838 : INFO : EPOCH 20 - PROGRESS: at 20.66% examples, 211414 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:54,838 : INFO : EPOCH 20 - PROGRESS: at 20.79% examples, 211442 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:55,878 : INFO : EPOCH 20 - PROGRESS: at 20.91% examples, 211517 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:56,921 : INFO : EPOCH 20 - PROGRESS: at 21.04% examples, 211619 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:57,957 : INFO : EPOCH 20 - PROGRESS: at 21.17% examples, 211668 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:02:58,999 : INFO : EPOCH 20 - PROGRESS: at 21.28% examples, 211704 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:00,020 : INFO : EPOCH 20 - PROGRESS: at 21.40% examples, 211831 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:01,051 : INFO : EPOCH 20 - PROGRESS: at 21.54% examples, 211865 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:02,070 : INFO : EPOCH 20 - PROGRESS: at 21.66% examples, 211922 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:03,088 : INFO : EPOCH 20 - PROGRESS: at 21.77% examples, 211977 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:04,100 : INFO : EPOCH 20 - PROGRESS: at 21.89% examples, 212045 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:05,111 : INFO : EPOCH 20 - PROGRESS: at 22.02% examples, 212105 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:06,115 : INFO : EPOCH 20 - PROGRESS: at 22.16% examples, 212198 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:07,133 : INFO : EPOCH 20 - PROGRESS: at 22.28% examples, 212249 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:08,157 : INFO : EPOCH 20 - PROGRESS: at 22.39% examples, 212335 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:09,170 : INFO : EPOCH 20 - PROGRESS: at 22.50% examples, 212383 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:10,174 : INFO : EPOCH 20 - PROGRESS: at 22.61% examples, 212472 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:11,177 : INFO : EPOCH 20 - PROGRESS: at 22.72% examples, 212500 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:12,215 : INFO : EPOCH 20 - PROGRESS: at 22.87% examples, 212561 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:13,299 : INFO : EPOCH 20 - PROGRESS: at 23.00% examples, 212604 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:14,316 : INFO : EPOCH 20 - PROGRESS: at 23.12% examples, 212675 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:15,352 : INFO : EPOCH 20 - PROGRESS: at 23.24% examples, 212735 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:16,355 : INFO : EPOCH 20 - PROGRESS: at 23.37% examples, 212803 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:17,365 : INFO : EPOCH 20 - PROGRESS: at 23.48% examples, 212875 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:18,405 : INFO : EPOCH 20 - PROGRESS: at 23.60% examples, 212914 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:19,410 : INFO : EPOCH 20 - PROGRESS: at 23.74% examples, 212972 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:20,418 : INFO : EPOCH 20 - PROGRESS: at 23.87% examples, 213058 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:21,429 : INFO : EPOCH 20 - PROGRESS: at 24.00% examples, 213084 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:22,449 : INFO : EPOCH 20 - PROGRESS: at 24.12% examples, 213161 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:23,455 : INFO : EPOCH 20 - PROGRESS: at 24.24% examples, 213204 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:24,510 : INFO : EPOCH 20 - PROGRESS: at 24.36% examples, 213245 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:25,522 : INFO : EPOCH 20 - PROGRESS: at 24.48% examples, 213280 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:26,533 : INFO : EPOCH 20 - PROGRESS: at 24.59% examples, 213380 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:27,538 : INFO : EPOCH 20 - PROGRESS: at 24.71% examples, 213407 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:28,547 : INFO : EPOCH 20 - PROGRESS: at 24.83% examples, 213474 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:29,560 : INFO : EPOCH 20 - PROGRESS: at 24.95% examples, 213512 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:30,560 : INFO : EPOCH 20 - PROGRESS: at 25.05% examples, 213553 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:31,588 : INFO : EPOCH 20 - PROGRESS: at 25.18% examples, 213597 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:32,604 : INFO : EPOCH 20 - PROGRESS: at 25.30% examples, 213662 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:33,612 : INFO : EPOCH 20 - PROGRESS: at 25.42% examples, 213714 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:34,640 : INFO : EPOCH 20 - PROGRESS: at 25.54% examples, 213734 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:35,655 : INFO : EPOCH 20 - PROGRESS: at 25.65% examples, 213768 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:36,689 : INFO : EPOCH 20 - PROGRESS: at 25.77% examples, 213855 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:37,695 : INFO : EPOCH 20 - PROGRESS: at 25.88% examples, 213876 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:38,753 : INFO : EPOCH 20 - PROGRESS: at 26.01% examples, 213915 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:39,771 : INFO : EPOCH 20 - PROGRESS: at 26.15% examples, 214003 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:40,777 : INFO : EPOCH 20 - PROGRESS: at 26.27% examples, 214040 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:41,838 : INFO : EPOCH 20 - PROGRESS: at 26.40% examples, 214072 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:42,842 : INFO : EPOCH 20 - PROGRESS: at 26.54% examples, 214141 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:43,848 : INFO : EPOCH 20 - PROGRESS: at 26.67% examples, 214178 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:44,881 : INFO : EPOCH 20 - PROGRESS: at 26.80% examples, 214195 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:45,890 : INFO : EPOCH 20 - PROGRESS: at 26.93% examples, 214272 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:46,899 : INFO : EPOCH 20 - PROGRESS: at 27.05% examples, 214310 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:47,962 : INFO : EPOCH 20 - PROGRESS: at 27.17% examples, 214339 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:48,967 : INFO : EPOCH 20 - PROGRESS: at 27.30% examples, 214405 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:49,970 : INFO : EPOCH 20 - PROGRESS: at 27.42% examples, 214430 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:50,973 : INFO : EPOCH 20 - PROGRESS: at 27.55% examples, 214478 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:52,009 : INFO : EPOCH 20 - PROGRESS: at 27.68% examples, 214490 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:53,021 : INFO : EPOCH 20 - PROGRESS: at 27.81% examples, 214541 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:54,049 : INFO : EPOCH 20 - PROGRESS: at 27.94% examples, 214569 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:55,076 : INFO : EPOCH 20 - PROGRESS: at 28.08% examples, 214611 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:56,136 : INFO : EPOCH 20 - PROGRESS: at 28.20% examples, 214651 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:57,137 : INFO : EPOCH 20 - PROGRESS: at 28.33% examples, 214716 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:58,173 : INFO : EPOCH 20 - PROGRESS: at 28.44% examples, 214759 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:03:59,267 : INFO : EPOCH 20 - PROGRESS: at 28.58% examples, 214769 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:00,324 : INFO : EPOCH 20 - PROGRESS: at 28.72% examples, 214800 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:01,340 : INFO : EPOCH 20 - PROGRESS: at 28.85% examples, 214851 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:02,374 : INFO : EPOCH 20 - PROGRESS: at 28.99% examples, 214911 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:03,395 : INFO : EPOCH 20 - PROGRESS: at 29.13% examples, 214965 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:04,459 : INFO : EPOCH 20 - PROGRESS: at 29.25% examples, 214976 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:05,513 : INFO : EPOCH 20 - PROGRESS: at 29.36% examples, 214991 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:06,520 : INFO : EPOCH 20 - PROGRESS: at 29.50% examples, 215071 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:07,523 : INFO : EPOCH 20 - PROGRESS: at 29.60% examples, 215082 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:08,541 : INFO : EPOCH 20 - PROGRESS: at 29.72% examples, 215132 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:09,580 : INFO : EPOCH 20 - PROGRESS: at 29.81% examples, 215116 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:10,603 : INFO : EPOCH 20 - PROGRESS: at 29.93% examples, 215194 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:11,618 : INFO : EPOCH 20 - PROGRESS: at 30.03% examples, 215213 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:12,623 : INFO : EPOCH 20 - PROGRESS: at 30.16% examples, 215262 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:13,667 : INFO : EPOCH 20 - PROGRESS: at 30.29% examples, 215284 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:14,714 : INFO : EPOCH 20 - PROGRESS: at 30.39% examples, 215330 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:15,732 : INFO : EPOCH 20 - PROGRESS: at 30.50% examples, 215342 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:16,734 : INFO : EPOCH 20 - PROGRESS: at 30.64% examples, 215399 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:17,746 : INFO : EPOCH 20 - PROGRESS: at 30.76% examples, 215415 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:18,826 : INFO : EPOCH 20 - PROGRESS: at 30.88% examples, 215435 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:19,827 : INFO : EPOCH 20 - PROGRESS: at 31.02% examples, 215513 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:20,872 : INFO : EPOCH 20 - PROGRESS: at 31.14% examples, 215516 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:21,875 : INFO : EPOCH 20 - PROGRESS: at 31.26% examples, 215549 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:22,889 : INFO : EPOCH 20 - PROGRESS: at 31.38% examples, 215621 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:23,899 : INFO : EPOCH 20 - PROGRESS: at 31.50% examples, 215632 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:24,904 : INFO : EPOCH 20 - PROGRESS: at 31.63% examples, 215653 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:25,914 : INFO : EPOCH 20 - PROGRESS: at 31.75% examples, 215669 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:26,925 : INFO : EPOCH 20 - PROGRESS: at 31.86% examples, 215720 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:27,956 : INFO : EPOCH 20 - PROGRESS: at 31.96% examples, 215752 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:28,959 : INFO : EPOCH 20 - PROGRESS: at 32.07% examples, 215790 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:30,022 : INFO : EPOCH 20 - PROGRESS: at 32.18% examples, 215797 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:31,061 : INFO : EPOCH 20 - PROGRESS: at 32.31% examples, 215839 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:32,076 : INFO : EPOCH 20 - PROGRESS: at 32.44% examples, 215895 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:33,111 : INFO : EPOCH 20 - PROGRESS: at 32.54% examples, 215899 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:34,120 : INFO : EPOCH 20 - PROGRESS: at 32.65% examples, 215959 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:35,130 : INFO : EPOCH 20 - PROGRESS: at 32.78% examples, 215991 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:36,204 : INFO : EPOCH 20 - PROGRESS: at 32.91% examples, 215978 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:37,216 : INFO : EPOCH 20 - PROGRESS: at 33.05% examples, 216040 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:38,231 : INFO : EPOCH 20 - PROGRESS: at 33.18% examples, 216055 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:39,259 : INFO : EPOCH 20 - PROGRESS: at 33.31% examples, 216087 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:40,270 : INFO : EPOCH 20 - PROGRESS: at 33.42% examples, 216120 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:41,291 : INFO : EPOCH 20 - PROGRESS: at 33.54% examples, 216139 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:42,326 : INFO : EPOCH 20 - PROGRESS: at 33.67% examples, 216195 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:43,419 : INFO : EPOCH 20 - PROGRESS: at 33.79% examples, 216189 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:44,485 : INFO : EPOCH 20 - PROGRESS: at 33.93% examples, 216232 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:45,551 : INFO : EPOCH 20 - PROGRESS: at 34.06% examples, 216268 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:46,576 : INFO : EPOCH 20 - PROGRESS: at 34.18% examples, 216321 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:47,654 : INFO : EPOCH 20 - PROGRESS: at 34.29% examples, 216299 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:48,670 : INFO : EPOCH 20 - PROGRESS: at 34.42% examples, 216367 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:49,677 : INFO : EPOCH 20 - PROGRESS: at 34.54% examples, 216397 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:50,710 : INFO : EPOCH 20 - PROGRESS: at 34.66% examples, 216410 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:51,760 : INFO : EPOCH 20 - PROGRESS: at 34.79% examples, 216412 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:52,791 : INFO : EPOCH 20 - PROGRESS: at 34.93% examples, 216418 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:53,806 : INFO : EPOCH 20 - PROGRESS: at 35.05% examples, 216495 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:54,858 : INFO : EPOCH 20 - PROGRESS: at 35.17% examples, 216514 words/s, in_qsize 8, out_qsize 1
2020-07-16 18:04:55,935 : INFO : EPOCH 20 - PROGRESS: at 35.30% examples, 216514 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:56,964 : INFO : EPOCH 20 - PROGRESS: at 35.43% examples, 216553 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:58,004 : INFO : EPOCH 20 - PROGRESS: at 35.56% examples, 216587 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:04:59,075 : INFO : EPOCH 20 - PROGRESS: at 35.67% examples, 216603 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:00,075 : INFO : EPOCH 20 - PROGRESS: at 35.79% examples, 216629 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:01,106 : INFO : EPOCH 20 - PROGRESS: at 35.89% examples, 216629 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:02,124 : INFO : EPOCH 20 - PROGRESS: at 36.01% examples, 216636 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:03,136 : INFO : EPOCH 20 - PROGRESS: at 36.13% examples, 216640 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:04,175 : INFO : EPOCH 20 - PROGRESS: at 36.25% examples, 216562 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:05,233 : INFO : EPOCH 20 - PROGRESS: at 36.34% examples, 216445 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:06,256 : INFO : EPOCH 20 - PROGRESS: at 36.46% examples, 216479 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:07,295 : INFO : EPOCH 20 - PROGRESS: at 36.57% examples, 216491 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:08,343 : INFO : EPOCH 20 - PROGRESS: at 36.68% examples, 216522 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:09,402 : INFO : EPOCH 20 - PROGRESS: at 36.81% examples, 216557 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:10,416 : INFO : EPOCH 20 - PROGRESS: at 36.92% examples, 216592 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:11,416 : INFO : EPOCH 20 - PROGRESS: at 37.04% examples, 216624 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:12,446 : INFO : EPOCH 20 - PROGRESS: at 37.16% examples, 216613 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:13,454 : INFO : EPOCH 20 - PROGRESS: at 37.29% examples, 216664 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:14,457 : INFO : EPOCH 20 - PROGRESS: at 37.41% examples, 216686 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:15,514 : INFO : EPOCH 20 - PROGRESS: at 37.55% examples, 216700 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:16,592 : INFO : EPOCH 20 - PROGRESS: at 37.67% examples, 216704 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:17,681 : INFO : EPOCH 20 - PROGRESS: at 37.82% examples, 216734 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:18,682 : INFO : EPOCH 20 - PROGRESS: at 37.94% examples, 216783 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:19,691 : INFO : EPOCH 20 - PROGRESS: at 38.05% examples, 216797 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:20,744 : INFO : EPOCH 20 - PROGRESS: at 38.18% examples, 216804 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:21,759 : INFO : EPOCH 20 - PROGRESS: at 38.30% examples, 216871 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:22,840 : INFO : EPOCH 20 - PROGRESS: at 38.41% examples, 216857 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:23,849 : INFO : EPOCH 20 - PROGRESS: at 38.53% examples, 216916 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:24,876 : INFO : EPOCH 20 - PROGRESS: at 38.65% examples, 216925 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:25,885 : INFO : EPOCH 20 - PROGRESS: at 38.77% examples, 216967 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:26,942 : INFO : EPOCH 20 - PROGRESS: at 38.89% examples, 216954 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:27,966 : INFO : EPOCH 20 - PROGRESS: at 39.03% examples, 217015 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:28,975 : INFO : EPOCH 20 - PROGRESS: at 39.16% examples, 217021 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:30,011 : INFO : EPOCH 20 - PROGRESS: at 39.27% examples, 217019 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:31,043 : INFO : EPOCH 20 - PROGRESS: at 39.39% examples, 217064 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:32,052 : INFO : EPOCH 20 - PROGRESS: at 39.51% examples, 217066 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:33,057 : INFO : EPOCH 20 - PROGRESS: at 39.64% examples, 217109 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:34,075 : INFO : EPOCH 20 - PROGRESS: at 39.76% examples, 217135 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:35,086 : INFO : EPOCH 20 - PROGRESS: at 39.89% examples, 217156 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:36,124 : INFO : EPOCH 20 - PROGRESS: at 39.99% examples, 217164 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:37,173 : INFO : EPOCH 20 - PROGRESS: at 40.12% examples, 217184 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:38,208 : INFO : EPOCH 20 - PROGRESS: at 40.24% examples, 217205 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:39,211 : INFO : EPOCH 20 - PROGRESS: at 40.35% examples, 217220 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:40,219 : INFO : EPOCH 20 - PROGRESS: at 40.48% examples, 217255 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:41,263 : INFO : EPOCH 20 - PROGRESS: at 40.60% examples, 217265 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:42,274 : INFO : EPOCH 20 - PROGRESS: at 40.73% examples, 217299 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:43,282 : INFO : EPOCH 20 - PROGRESS: at 40.86% examples, 217332 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:44,284 : INFO : EPOCH 20 - PROGRESS: at 40.97% examples, 217325 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:45,289 : INFO : EPOCH 20 - PROGRESS: at 41.08% examples, 217352 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:46,300 : INFO : EPOCH 20 - PROGRESS: at 41.21% examples, 217386 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:47,319 : INFO : EPOCH 20 - PROGRESS: at 41.32% examples, 217392 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:48,323 : INFO : EPOCH 20 - PROGRESS: at 41.42% examples, 217402 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:49,326 : INFO : EPOCH 20 - PROGRESS: at 41.54% examples, 217427 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:50,387 : INFO : EPOCH 20 - PROGRESS: at 41.66% examples, 217436 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:51,426 : INFO : EPOCH 20 - PROGRESS: at 41.79% examples, 217464 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:52,451 : INFO : EPOCH 20 - PROGRESS: at 41.91% examples, 217472 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:53,481 : INFO : EPOCH 20 - PROGRESS: at 42.03% examples, 217493 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:54,491 : INFO : EPOCH 20 - PROGRESS: at 42.15% examples, 217522 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:55,496 : INFO : EPOCH 20 - PROGRESS: at 42.28% examples, 217530 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:56,524 : INFO : EPOCH 20 - PROGRESS: at 42.42% examples, 217553 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:57,543 : INFO : EPOCH 20 - PROGRESS: at 42.52% examples, 217582 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:58,555 : INFO : EPOCH 20 - PROGRESS: at 42.66% examples, 217602 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:05:59,570 : INFO : EPOCH 20 - PROGRESS: at 42.77% examples, 217598 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:00,612 : INFO : EPOCH 20 - PROGRESS: at 42.89% examples, 217630 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:01,633 : INFO : EPOCH 20 - PROGRESS: at 43.03% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:02,650 : INFO : EPOCH 20 - PROGRESS: at 43.13% examples, 217665 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:03,672 : INFO : EPOCH 20 - PROGRESS: at 43.25% examples, 217692 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:04,690 : INFO : EPOCH 20 - PROGRESS: at 43.37% examples, 217710 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:05,694 : INFO : EPOCH 20 - PROGRESS: at 43.50% examples, 217725 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:06,737 : INFO : EPOCH 20 - PROGRESS: at 43.62% examples, 217743 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:07,754 : INFO : EPOCH 20 - PROGRESS: at 43.73% examples, 217760 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:08,768 : INFO : EPOCH 20 - PROGRESS: at 43.87% examples, 217779 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:09,839 : INFO : EPOCH 20 - PROGRESS: at 43.99% examples, 217784 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:10,902 : INFO : EPOCH 20 - PROGRESS: at 44.11% examples, 217803 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:11,910 : INFO : EPOCH 20 - PROGRESS: at 44.24% examples, 217816 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:12,954 : INFO : EPOCH 20 - PROGRESS: at 44.38% examples, 217836 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:13,982 : INFO : EPOCH 20 - PROGRESS: at 44.49% examples, 217847 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:15,010 : INFO : EPOCH 20 - PROGRESS: at 44.62% examples, 217867 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:16,019 : INFO : EPOCH 20 - PROGRESS: at 44.74% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:17,030 : INFO : EPOCH 20 - PROGRESS: at 44.89% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:18,041 : INFO : EPOCH 20 - PROGRESS: at 45.00% examples, 217930 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:19,101 : INFO : EPOCH 20 - PROGRESS: at 45.13% examples, 217936 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:20,129 : INFO : EPOCH 20 - PROGRESS: at 45.25% examples, 217946 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:21,140 : INFO : EPOCH 20 - PROGRESS: at 45.37% examples, 217985 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:22,159 : INFO : EPOCH 20 - PROGRESS: at 45.50% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:23,188 : INFO : EPOCH 20 - PROGRESS: at 45.61% examples, 218004 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:24,189 : INFO : EPOCH 20 - PROGRESS: at 45.72% examples, 218011 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:25,201 : INFO : EPOCH 20 - PROGRESS: at 45.84% examples, 218034 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:26,204 : INFO : EPOCH 20 - PROGRESS: at 45.97% examples, 218062 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:27,213 : INFO : EPOCH 20 - PROGRESS: at 46.08% examples, 218063 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:28,277 : INFO : EPOCH 20 - PROGRESS: at 46.20% examples, 218078 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:29,278 : INFO : EPOCH 20 - PROGRESS: at 46.30% examples, 218109 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:30,286 : INFO : EPOCH 20 - PROGRESS: at 46.42% examples, 218114 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:31,326 : INFO : EPOCH 20 - PROGRESS: at 46.56% examples, 218124 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:32,349 : INFO : EPOCH 20 - PROGRESS: at 46.68% examples, 218150 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:33,370 : INFO : EPOCH 20 - PROGRESS: at 46.80% examples, 218170 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:34,407 : INFO : EPOCH 20 - PROGRESS: at 46.91% examples, 218176 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:35,426 : INFO : EPOCH 20 - PROGRESS: at 47.02% examples, 218203 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:36,428 : INFO : EPOCH 20 - PROGRESS: at 47.14% examples, 218226 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:37,447 : INFO : EPOCH 20 - PROGRESS: at 47.26% examples, 218221 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:38,447 : INFO : EPOCH 20 - PROGRESS: at 47.38% examples, 218248 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:39,497 : INFO : EPOCH 20 - PROGRESS: at 47.51% examples, 218253 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:40,553 : INFO : EPOCH 20 - PROGRESS: at 47.63% examples, 218257 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:41,576 : INFO : EPOCH 20 - PROGRESS: at 47.78% examples, 218284 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:42,586 : INFO : EPOCH 20 - PROGRESS: at 47.91% examples, 218307 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:43,604 : INFO : EPOCH 20 - PROGRESS: at 48.03% examples, 218307 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:44,627 : INFO : EPOCH 20 - PROGRESS: at 48.16% examples, 218318 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:45,654 : INFO : EPOCH 20 - PROGRESS: at 48.28% examples, 218340 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:46,663 : INFO : EPOCH 20 - PROGRESS: at 48.44% examples, 218347 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:47,717 : INFO : EPOCH 20 - PROGRESS: at 48.56% examples, 218372 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:48,726 : INFO : EPOCH 20 - PROGRESS: at 48.69% examples, 218381 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:49,734 : INFO : EPOCH 20 - PROGRESS: at 48.80% examples, 218401 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:50,776 : INFO : EPOCH 20 - PROGRESS: at 48.91% examples, 218404 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:51,809 : INFO : EPOCH 20 - PROGRESS: at 49.05% examples, 218427 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:52,819 : INFO : EPOCH 20 - PROGRESS: at 49.17% examples, 218442 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:53,869 : INFO : EPOCH 20 - PROGRESS: at 49.30% examples, 218438 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:54,872 : INFO : EPOCH 20 - PROGRESS: at 49.43% examples, 218473 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:55,909 : INFO : EPOCH 20 - PROGRESS: at 49.55% examples, 218472 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:56,934 : INFO : EPOCH 20 - PROGRESS: at 49.67% examples, 218499 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:57,964 : INFO : EPOCH 20 - PROGRESS: at 49.79% examples, 218507 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:06:58,990 : INFO : EPOCH 20 - PROGRESS: at 49.91% examples, 218523 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:00,033 : INFO : EPOCH 20 - PROGRESS: at 50.04% examples, 218521 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:01,073 : INFO : EPOCH 20 - PROGRESS: at 50.16% examples, 218542 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:02,086 : INFO : EPOCH 20 - PROGRESS: at 50.27% examples, 218555 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:03,093 : INFO : EPOCH 20 - PROGRESS: at 50.39% examples, 218572 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:04,108 : INFO : EPOCH 20 - PROGRESS: at 50.51% examples, 218581 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:05,125 : INFO : EPOCH 20 - PROGRESS: at 50.63% examples, 218598 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:06,155 : INFO : EPOCH 20 - PROGRESS: at 50.77% examples, 218611 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:07,186 : INFO : EPOCH 20 - PROGRESS: at 50.91% examples, 218624 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:08,238 : INFO : EPOCH 20 - PROGRESS: at 51.03% examples, 218621 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:09,258 : INFO : EPOCH 20 - PROGRESS: at 51.14% examples, 218647 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:10,283 : INFO : EPOCH 20 - PROGRESS: at 51.28% examples, 218655 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:11,304 : INFO : EPOCH 20 - PROGRESS: at 51.40% examples, 218661 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:12,308 : INFO : EPOCH 20 - PROGRESS: at 51.54% examples, 218680 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:13,329 : INFO : EPOCH 20 - PROGRESS: at 51.67% examples, 218683 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:14,368 : INFO : EPOCH 20 - PROGRESS: at 51.78% examples, 218710 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:15,373 : INFO : EPOCH 20 - PROGRESS: at 51.90% examples, 218733 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:16,390 : INFO : EPOCH 20 - PROGRESS: at 52.03% examples, 218753 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:17,400 : INFO : EPOCH 20 - PROGRESS: at 52.14% examples, 218745 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:18,418 : INFO : EPOCH 20 - PROGRESS: at 52.27% examples, 218766 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:19,468 : INFO : EPOCH 20 - PROGRESS: at 52.39% examples, 218768 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:20,532 : INFO : EPOCH 20 - PROGRESS: at 52.52% examples, 218768 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:21,567 : INFO : EPOCH 20 - PROGRESS: at 52.63% examples, 218801 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:22,625 : INFO : EPOCH 20 - PROGRESS: at 52.76% examples, 218803 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:23,704 : INFO : EPOCH 20 - PROGRESS: at 52.90% examples, 218813 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:24,738 : INFO : EPOCH 20 - PROGRESS: at 53.03% examples, 218835 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:25,745 : INFO : EPOCH 20 - PROGRESS: at 53.14% examples, 218846 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:26,753 : INFO : EPOCH 20 - PROGRESS: at 53.25% examples, 218867 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:27,773 : INFO : EPOCH 20 - PROGRESS: at 53.36% examples, 218874 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:28,778 : INFO : EPOCH 20 - PROGRESS: at 53.50% examples, 218890 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:29,802 : INFO : EPOCH 20 - PROGRESS: at 53.62% examples, 218896 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:30,824 : INFO : EPOCH 20 - PROGRESS: at 53.74% examples, 218910 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:31,830 : INFO : EPOCH 20 - PROGRESS: at 53.85% examples, 218926 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:32,851 : INFO : EPOCH 20 - PROGRESS: at 53.98% examples, 218931 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:33,858 : INFO : EPOCH 20 - PROGRESS: at 54.10% examples, 218939 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:34,899 : INFO : EPOCH 20 - PROGRESS: at 54.19% examples, 218948 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:35,964 : INFO : EPOCH 20 - PROGRESS: at 54.32% examples, 218951 words/s, in_qsize 8, out_qsize 1
2020-07-16 18:07:37,001 : INFO : EPOCH 20 - PROGRESS: at 54.44% examples, 218976 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:38,050 : INFO : EPOCH 20 - PROGRESS: at 54.55% examples, 218980 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:39,108 : INFO : EPOCH 20 - PROGRESS: at 54.68% examples, 219000 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:40,122 : INFO : EPOCH 20 - PROGRESS: at 54.80% examples, 219023 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:41,149 : INFO : EPOCH 20 - PROGRESS: at 54.92% examples, 219031 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:42,172 : INFO : EPOCH 20 - PROGRESS: at 55.04% examples, 219034 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:43,205 : INFO : EPOCH 20 - PROGRESS: at 55.18% examples, 219047 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:44,242 : INFO : EPOCH 20 - PROGRESS: at 55.31% examples, 219062 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:45,258 : INFO : EPOCH 20 - PROGRESS: at 55.43% examples, 219071 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:46,358 : INFO : EPOCH 20 - PROGRESS: at 55.55% examples, 219063 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:47,392 : INFO : EPOCH 20 - PROGRESS: at 55.66% examples, 219088 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:48,393 : INFO : EPOCH 20 - PROGRESS: at 55.78% examples, 219111 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:49,394 : INFO : EPOCH 20 - PROGRESS: at 55.90% examples, 219122 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:50,405 : INFO : EPOCH 20 - PROGRESS: at 56.04% examples, 219138 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:51,407 : INFO : EPOCH 20 - PROGRESS: at 56.16% examples, 219139 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:52,415 : INFO : EPOCH 20 - PROGRESS: at 56.28% examples, 219149 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:53,430 : INFO : EPOCH 20 - PROGRESS: at 56.38% examples, 219164 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:54,496 : INFO : EPOCH 20 - PROGRESS: at 56.50% examples, 219165 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:55,496 : INFO : EPOCH 20 - PROGRESS: at 56.63% examples, 219186 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:56,508 : INFO : EPOCH 20 - PROGRESS: at 56.76% examples, 219191 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:57,540 : INFO : EPOCH 20 - PROGRESS: at 56.87% examples, 219196 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:58,546 : INFO : EPOCH 20 - PROGRESS: at 56.99% examples, 219212 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:07:59,605 : INFO : EPOCH 20 - PROGRESS: at 57.12% examples, 219217 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:00,627 : INFO : EPOCH 20 - PROGRESS: at 57.25% examples, 219232 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:01,654 : INFO : EPOCH 20 - PROGRESS: at 57.35% examples, 219243 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:02,723 : INFO : EPOCH 20 - PROGRESS: at 57.49% examples, 219246 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:03,773 : INFO : EPOCH 20 - PROGRESS: at 57.61% examples, 219259 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:04,797 : INFO : EPOCH 20 - PROGRESS: at 57.75% examples, 219271 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:05,821 : INFO : EPOCH 20 - PROGRESS: at 57.86% examples, 219285 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:06,897 : INFO : EPOCH 20 - PROGRESS: at 57.98% examples, 219284 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:07,921 : INFO : EPOCH 20 - PROGRESS: at 58.11% examples, 219302 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:08,934 : INFO : EPOCH 20 - PROGRESS: at 58.25% examples, 219317 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:09,950 : INFO : EPOCH 20 - PROGRESS: at 58.38% examples, 219321 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:10,972 : INFO : EPOCH 20 - PROGRESS: at 58.50% examples, 219332 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:11,975 : INFO : EPOCH 20 - PROGRESS: at 58.62% examples, 219345 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:12,977 : INFO : EPOCH 20 - PROGRESS: at 58.74% examples, 219358 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:14,015 : INFO : EPOCH 20 - PROGRESS: at 58.86% examples, 219355 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:15,051 : INFO : EPOCH 20 - PROGRESS: at 59.00% examples, 219380 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:16,143 : INFO : EPOCH 20 - PROGRESS: at 59.12% examples, 219374 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:17,173 : INFO : EPOCH 20 - PROGRESS: at 59.27% examples, 219399 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:18,203 : INFO : EPOCH 20 - PROGRESS: at 59.40% examples, 219415 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:19,245 : INFO : EPOCH 20 - PROGRESS: at 59.52% examples, 219412 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:20,249 : INFO : EPOCH 20 - PROGRESS: at 59.66% examples, 219430 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:21,260 : INFO : EPOCH 20 - PROGRESS: at 59.79% examples, 219439 words/s, in_qsize 8, out_qsize 0
2020-07-16 18:08:22,318 : INFO : EPOCH 20 - PROGRESS: at 59.93% examples, 219438 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:23,326 : INFO : EPOCH 20 - PROGRESS: at 60.04% examples, 219467 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:24,343 : INFO : EPOCH 20 - PROGRESS: at 60.16% examples, 219454 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:25,351 : INFO : EPOCH 20 - PROGRESS: at 60.29% examples, 219476 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:26,388 : INFO : EPOCH 20 - PROGRESS: at 60.41% examples, 219480 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:27,421 : INFO : EPOCH 20 - PROGRESS: at 60.54% examples, 219487 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:28,425 : INFO : EPOCH 20 - PROGRESS: at 60.65% examples, 219497 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:29,431 : INFO : EPOCH 20 - PROGRESS: at 60.79% examples, 219517 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:30,448 : INFO : EPOCH 20 - PROGRESS: at 60.91% examples, 219515 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:31,505 : INFO : EPOCH 20 - PROGRESS: at 61.04% examples, 219516 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:32,514 : INFO : EPOCH 20 - PROGRESS: at 61.17% examples, 219551 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:33,533 : INFO : EPOCH 20 - PROGRESS: at 61.28% examples, 219543 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:34,561 : INFO : EPOCH 20 - PROGRESS: at 61.43% examples, 219567 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:35,603 : INFO : EPOCH 20 - PROGRESS: at 61.55% examples, 219556 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:36,626 : INFO : EPOCH 20 - PROGRESS: at 61.67% examples, 219571 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:37,680 : INFO : EPOCH 20 - PROGRESS: at 61.78% examples, 219579 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:38,750 : INFO : EPOCH 20 - PROGRESS: at 61.91% examples, 219585 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:39,793 : INFO : EPOCH 20 - PROGRESS: at 62.03% examples, 219596 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:40,820 : INFO : EPOCH 20 - PROGRESS: at 62.16% examples, 219615 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:41,833 : INFO : EPOCH 20 - PROGRESS: at 62.28% examples, 219602 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:42,881 : INFO : EPOCH 20 - PROGRESS: at 62.41% examples, 219630 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:43,898 : INFO : EPOCH 20 - PROGRESS: at 62.55% examples, 219647 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:44,899 : INFO : EPOCH 20 - PROGRESS: at 62.66% examples, 219652 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:45,904 : INFO : EPOCH 20 - PROGRESS: at 62.75% examples, 219656 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:46,921 : INFO : EPOCH 20 - PROGRESS: at 62.87% examples, 219663 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:47,969 : INFO : EPOCH 20 - PROGRESS: at 63.00% examples, 219669 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:49,004 : INFO : EPOCH 20 - PROGRESS: at 63.12% examples, 219689 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:50,020 : INFO : EPOCH 20 - PROGRESS: at 63.24% examples, 219685 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:51,060 : INFO : EPOCH 20 - PROGRESS: at 63.35% examples, 219695 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:52,098 : INFO : EPOCH 20 - PROGRESS: at 63.48% examples, 219709 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:53,115 : INFO : EPOCH 20 - PROGRESS: at 63.59% examples, 219709 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:54,146 : INFO : EPOCH 20 - PROGRESS: at 63.73% examples, 219732 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:55,151 : INFO : EPOCH 20 - PROGRESS: at 63.86% examples, 219746 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:56,185 : INFO : EPOCH 20 - PROGRESS: at 63.98% examples, 219744 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:57,201 : INFO : EPOCH 20 - PROGRESS: at 64.11% examples, 219758 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:58,210 : INFO : EPOCH 20 - PROGRESS: at 64.23% examples, 219764 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:08:59,240 : INFO : EPOCH 20 - PROGRESS: at 64.36% examples, 219776 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:00,253 : INFO : EPOCH 20 - PROGRESS: at 64.49% examples, 219783 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:01,266 : INFO : EPOCH 20 - PROGRESS: at 64.62% examples, 219786 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:02,269 : INFO : EPOCH 20 - PROGRESS: at 64.75% examples, 219801 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:03,308 : INFO : EPOCH 20 - PROGRESS: at 64.87% examples, 219793 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:04,343 : INFO : EPOCH 20 - PROGRESS: at 64.99% examples, 219807 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:05,404 : INFO : EPOCH 20 - PROGRESS: at 65.14% examples, 219809 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:06,409 : INFO : EPOCH 20 - PROGRESS: at 65.26% examples, 219825 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:07,462 : INFO : EPOCH 20 - PROGRESS: at 65.36% examples, 219821 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:08,465 : INFO : EPOCH 20 - PROGRESS: at 65.51% examples, 219846 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:09,512 : INFO : EPOCH 20 - PROGRESS: at 65.64% examples, 219841 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:10,549 : INFO : EPOCH 20 - PROGRESS: at 65.78% examples, 219846 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:11,557 : INFO : EPOCH 20 - PROGRESS: at 65.90% examples, 219867 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:12,570 : INFO : EPOCH 20 - PROGRESS: at 66.01% examples, 219878 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:13,595 : INFO : EPOCH 20 - PROGRESS: at 66.13% examples, 219875 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:14,649 : INFO : EPOCH 20 - PROGRESS: at 66.25% examples, 219888 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:15,726 : INFO : EPOCH 20 - PROGRESS: at 66.39% examples, 219884 words/s, in_qsize 7, out_qsize 2
2020-07-16 18:09:16,746 : INFO : EPOCH 20 - PROGRESS: at 66.50% examples, 219899 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:17,778 : INFO : EPOCH 20 - PROGRESS: at 66.64% examples, 219906 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:18,782 : INFO : EPOCH 20 - PROGRESS: at 66.77% examples, 219930 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:19,813 : INFO : EPOCH 20 - PROGRESS: at 66.89% examples, 219921 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:20,836 : INFO : EPOCH 20 - PROGRESS: at 67.02% examples, 219925 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:21,854 : INFO : EPOCH 20 - PROGRESS: at 67.15% examples, 219930 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:22,866 : INFO : EPOCH 20 - PROGRESS: at 67.28% examples, 219948 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:23,892 : INFO : EPOCH 20 - PROGRESS: at 67.40% examples, 219957 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:24,898 : INFO : EPOCH 20 - PROGRESS: at 67.53% examples, 219957 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:25,913 : INFO : EPOCH 20 - PROGRESS: at 67.66% examples, 219971 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:26,918 : INFO : EPOCH 20 - PROGRESS: at 67.79% examples, 219987 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:27,945 : INFO : EPOCH 20 - PROGRESS: at 67.92% examples, 219985 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:28,990 : INFO : EPOCH 20 - PROGRESS: at 68.06% examples, 219986 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:30,008 : INFO : EPOCH 20 - PROGRESS: at 68.17% examples, 219996 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:31,074 : INFO : EPOCH 20 - PROGRESS: at 68.30% examples, 219987 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:32,120 : INFO : EPOCH 20 - PROGRESS: at 68.45% examples, 219986 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:33,150 : INFO : EPOCH 20 - PROGRESS: at 68.56% examples, 219986 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:34,151 : INFO : EPOCH 20 - PROGRESS: at 68.67% examples, 219946 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:35,185 : INFO : EPOCH 20 - PROGRESS: at 68.76% examples, 219895 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:36,260 : INFO : EPOCH 20 - PROGRESS: at 68.88% examples, 219877 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:37,263 : INFO : EPOCH 20 - PROGRESS: at 68.99% examples, 219895 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:38,289 : INFO : EPOCH 20 - PROGRESS: at 69.11% examples, 219904 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:39,364 : INFO : EPOCH 20 - PROGRESS: at 69.25% examples, 219901 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:40,371 : INFO : EPOCH 20 - PROGRESS: at 69.37% examples, 219904 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:41,382 : INFO : EPOCH 20 - PROGRESS: at 69.50% examples, 219925 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:42,409 : INFO : EPOCH 20 - PROGRESS: at 69.63% examples, 219914 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:43,440 : INFO : EPOCH 20 - PROGRESS: at 69.77% examples, 219922 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:44,451 : INFO : EPOCH 20 - PROGRESS: at 69.89% examples, 219941 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:45,492 : INFO : EPOCH 20 - PROGRESS: at 70.02% examples, 219945 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:46,514 : INFO : EPOCH 20 - PROGRESS: at 70.15% examples, 219958 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:47,564 : INFO : EPOCH 20 - PROGRESS: at 70.28% examples, 219948 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:48,590 : INFO : EPOCH 20 - PROGRESS: at 70.40% examples, 219962 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:49,659 : INFO : EPOCH 20 - PROGRESS: at 70.53% examples, 219963 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:50,668 : INFO : EPOCH 20 - PROGRESS: at 70.66% examples, 219982 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:51,716 : INFO : EPOCH 20 - PROGRESS: at 70.78% examples, 219990 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:52,722 : INFO : EPOCH 20 - PROGRESS: at 70.89% examples, 219987 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:53,759 : INFO : EPOCH 20 - PROGRESS: at 71.02% examples, 220000 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:54,767 : INFO : EPOCH 20 - PROGRESS: at 71.14% examples, 220010 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:55,812 : INFO : EPOCH 20 - PROGRESS: at 71.27% examples, 220021 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:56,826 : INFO : EPOCH 20 - PROGRESS: at 71.40% examples, 220025 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:57,870 : INFO : EPOCH 20 - PROGRESS: at 71.53% examples, 220025 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:58,911 : INFO : EPOCH 20 - PROGRESS: at 71.66% examples, 220034 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:09:59,953 : INFO : EPOCH 20 - PROGRESS: at 71.78% examples, 220043 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:00,954 : INFO : EPOCH 20 - PROGRESS: at 71.90% examples, 220047 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:01,956 : INFO : EPOCH 20 - PROGRESS: at 72.03% examples, 220055 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:02,964 : INFO : EPOCH 20 - PROGRESS: at 72.15% examples, 220069 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:03,966 : INFO : EPOCH 20 - PROGRESS: at 72.25% examples, 220067 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:04,988 : INFO : EPOCH 20 - PROGRESS: at 72.37% examples, 220077 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:05,992 : INFO : EPOCH 20 - PROGRESS: at 72.50% examples, 220086 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:07,093 : INFO : EPOCH 20 - PROGRESS: at 72.62% examples, 220079 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:08,142 : INFO : EPOCH 20 - PROGRESS: at 72.76% examples, 220097 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:09,176 : INFO : EPOCH 20 - PROGRESS: at 72.88% examples, 220094 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:10,247 : INFO : EPOCH 20 - PROGRESS: at 73.01% examples, 220102 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:11,266 : INFO : EPOCH 20 - PROGRESS: at 73.14% examples, 220119 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:12,273 : INFO : EPOCH 20 - PROGRESS: at 73.27% examples, 220137 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:13,308 : INFO : EPOCH 20 - PROGRESS: at 73.39% examples, 220133 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:14,383 : INFO : EPOCH 20 - PROGRESS: at 73.51% examples, 220124 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:15,422 : INFO : EPOCH 20 - PROGRESS: at 73.63% examples, 220141 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:16,445 : INFO : EPOCH 20 - PROGRESS: at 73.75% examples, 220153 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:17,471 : INFO : EPOCH 20 - PROGRESS: at 73.87% examples, 220158 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:18,505 : INFO : EPOCH 20 - PROGRESS: at 74.00% examples, 220161 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:19,522 : INFO : EPOCH 20 - PROGRESS: at 74.14% examples, 220178 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:20,526 : INFO : EPOCH 20 - PROGRESS: at 74.24% examples, 220182 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:21,576 : INFO : EPOCH 20 - PROGRESS: at 74.35% examples, 220184 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:22,601 : INFO : EPOCH 20 - PROGRESS: at 74.46% examples, 220192 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:23,602 : INFO : EPOCH 20 - PROGRESS: at 74.57% examples, 220182 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:24,619 : INFO : EPOCH 20 - PROGRESS: at 74.70% examples, 220198 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:25,630 : INFO : EPOCH 20 - PROGRESS: at 74.82% examples, 220199 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:26,694 : INFO : EPOCH 20 - PROGRESS: at 74.96% examples, 220205 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:27,708 : INFO : EPOCH 20 - PROGRESS: at 75.09% examples, 220218 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:28,722 : INFO : EPOCH 20 - PROGRESS: at 75.18% examples, 220222 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:29,733 : INFO : EPOCH 20 - PROGRESS: at 75.33% examples, 220223 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:30,740 : INFO : EPOCH 20 - PROGRESS: at 75.44% examples, 220221 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:31,764 : INFO : EPOCH 20 - PROGRESS: at 75.58% examples, 220225 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:32,776 : INFO : EPOCH 20 - PROGRESS: at 75.72% examples, 220244 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:33,807 : INFO : EPOCH 20 - PROGRESS: at 75.85% examples, 220254 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:34,894 : INFO : EPOCH 20 - PROGRESS: at 75.97% examples, 220246 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:35,934 : INFO : EPOCH 20 - PROGRESS: at 76.09% examples, 220263 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:36,963 : INFO : EPOCH 20 - PROGRESS: at 76.20% examples, 220261 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:38,013 : INFO : EPOCH 20 - PROGRESS: at 76.34% examples, 220279 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:39,016 : INFO : EPOCH 20 - PROGRESS: at 76.45% examples, 220282 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:40,039 : INFO : EPOCH 20 - PROGRESS: at 76.56% examples, 220285 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:41,050 : INFO : EPOCH 20 - PROGRESS: at 76.69% examples, 220304 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:42,096 : INFO : EPOCH 20 - PROGRESS: at 76.81% examples, 220291 words/s, in_qsize 6, out_qsize 1
2020-07-16 18:10:43,190 : INFO : EPOCH 20 - PROGRESS: at 76.93% examples, 220296 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:44,209 : INFO : EPOCH 20 - PROGRESS: at 77.06% examples, 220305 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:45,244 : INFO : EPOCH 20 - PROGRESS: at 77.18% examples, 220323 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:46,283 : INFO : EPOCH 20 - PROGRESS: at 77.31% examples, 220323 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:47,336 : INFO : EPOCH 20 - PROGRESS: at 77.44% examples, 220329 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:48,336 : INFO : EPOCH 20 - PROGRESS: at 77.54% examples, 220351 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:49,339 : INFO : EPOCH 20 - PROGRESS: at 77.66% examples, 220336 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:50,348 : INFO : EPOCH 20 - PROGRESS: at 77.79% examples, 220351 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:51,404 : INFO : EPOCH 20 - PROGRESS: at 77.92% examples, 220348 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:52,445 : INFO : EPOCH 20 - PROGRESS: at 78.04% examples, 220348 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:53,472 : INFO : EPOCH 20 - PROGRESS: at 78.18% examples, 220366 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:54,491 : INFO : EPOCH 20 - PROGRESS: at 78.27% examples, 220365 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:55,494 : INFO : EPOCH 20 - PROGRESS: at 78.40% examples, 220381 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:56,513 : INFO : EPOCH 20 - PROGRESS: at 78.51% examples, 220373 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:57,527 : INFO : EPOCH 20 - PROGRESS: at 78.64% examples, 220393 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:58,547 : INFO : EPOCH 20 - PROGRESS: at 78.76% examples, 220396 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:10:59,561 : INFO : EPOCH 20 - PROGRESS: at 78.89% examples, 220405 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:00,590 : INFO : EPOCH 20 - PROGRESS: at 79.01% examples, 220403 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:01,614 : INFO : EPOCH 20 - PROGRESS: at 79.14% examples, 220409 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:02,630 : INFO : EPOCH 20 - PROGRESS: at 79.27% examples, 220410 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:03,651 : INFO : EPOCH 20 - PROGRESS: at 79.39% examples, 220423 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:04,684 : INFO : EPOCH 20 - PROGRESS: at 79.52% examples, 220423 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:05,730 : INFO : EPOCH 20 - PROGRESS: at 79.66% examples, 220422 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:06,793 : INFO : EPOCH 20 - PROGRESS: at 79.78% examples, 220431 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:07,798 : INFO : EPOCH 20 - PROGRESS: at 79.88% examples, 220439 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:08,814 : INFO : EPOCH 20 - PROGRESS: at 80.00% examples, 220456 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:09,838 : INFO : EPOCH 20 - PROGRESS: at 80.14% examples, 220461 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:10,838 : INFO : EPOCH 20 - PROGRESS: at 80.26% examples, 220473 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:11,898 : INFO : EPOCH 20 - PROGRESS: at 80.38% examples, 220467 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:12,917 : INFO : EPOCH 20 - PROGRESS: at 80.49% examples, 220477 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:13,932 : INFO : EPOCH 20 - PROGRESS: at 80.61% examples, 220478 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:14,938 : INFO : EPOCH 20 - PROGRESS: at 80.72% examples, 220478 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:15,979 : INFO : EPOCH 20 - PROGRESS: at 80.85% examples, 220487 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:17,005 : INFO : EPOCH 20 - PROGRESS: at 80.96% examples, 220491 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:18,014 : INFO : EPOCH 20 - PROGRESS: at 81.10% examples, 220515 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:19,047 : INFO : EPOCH 20 - PROGRESS: at 81.19% examples, 220499 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:20,049 : INFO : EPOCH 20 - PROGRESS: at 81.31% examples, 220520 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:21,103 : INFO : EPOCH 20 - PROGRESS: at 81.44% examples, 220519 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:22,151 : INFO : EPOCH 20 - PROGRESS: at 81.55% examples, 220518 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:23,162 : INFO : EPOCH 20 - PROGRESS: at 81.66% examples, 220526 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:24,182 : INFO : EPOCH 20 - PROGRESS: at 81.77% examples, 220536 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:25,187 : INFO : EPOCH 20 - PROGRESS: at 81.89% examples, 220539 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:26,198 : INFO : EPOCH 20 - PROGRESS: at 82.02% examples, 220548 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:27,231 : INFO : EPOCH 20 - PROGRESS: at 82.14% examples, 220558 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:28,236 : INFO : EPOCH 20 - PROGRESS: at 82.28% examples, 220555 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:29,271 : INFO : EPOCH 20 - PROGRESS: at 82.39% examples, 220568 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:30,277 : INFO : EPOCH 20 - PROGRESS: at 82.53% examples, 220575 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:31,298 : INFO : EPOCH 20 - PROGRESS: at 82.65% examples, 220584 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:32,361 : INFO : EPOCH 20 - PROGRESS: at 82.77% examples, 220577 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:33,400 : INFO : EPOCH 20 - PROGRESS: at 82.90% examples, 220592 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:34,410 : INFO : EPOCH 20 - PROGRESS: at 83.01% examples, 220599 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:35,501 : INFO : EPOCH 20 - PROGRESS: at 83.12% examples, 220589 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:36,504 : INFO : EPOCH 20 - PROGRESS: at 83.25% examples, 220617 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:37,529 : INFO : EPOCH 20 - PROGRESS: at 83.38% examples, 220603 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:38,565 : INFO : EPOCH 20 - PROGRESS: at 83.49% examples, 220609 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:39,578 : INFO : EPOCH 20 - PROGRESS: at 83.62% examples, 220619 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:40,587 : INFO : EPOCH 20 - PROGRESS: at 83.75% examples, 220637 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:41,600 : INFO : EPOCH 20 - PROGRESS: at 83.89% examples, 220631 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:42,620 : INFO : EPOCH 20 - PROGRESS: at 84.02% examples, 220632 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:43,649 : INFO : EPOCH 20 - PROGRESS: at 84.14% examples, 220639 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:44,658 : INFO : EPOCH 20 - PROGRESS: at 84.27% examples, 220650 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:45,671 : INFO : EPOCH 20 - PROGRESS: at 84.39% examples, 220662 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:46,673 : INFO : EPOCH 20 - PROGRESS: at 84.50% examples, 220654 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:47,700 : INFO : EPOCH 20 - PROGRESS: at 84.63% examples, 220661 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:48,709 : INFO : EPOCH 20 - PROGRESS: at 84.73% examples, 220676 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:49,723 : INFO : EPOCH 20 - PROGRESS: at 84.84% examples, 220673 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:50,765 : INFO : EPOCH 20 - PROGRESS: at 84.96% examples, 220669 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:51,817 : INFO : EPOCH 20 - PROGRESS: at 85.07% examples, 220679 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:52,830 : INFO : EPOCH 20 - PROGRESS: at 85.18% examples, 220685 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:53,839 : INFO : EPOCH 20 - PROGRESS: at 85.31% examples, 220687 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:54,876 : INFO : EPOCH 20 - PROGRESS: at 85.41% examples, 220682 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:55,893 : INFO : EPOCH 20 - PROGRESS: at 85.52% examples, 220696 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:56,907 : INFO : EPOCH 20 - PROGRESS: at 85.65% examples, 220703 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:57,945 : INFO : EPOCH 20 - PROGRESS: at 85.77% examples, 220707 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:11:58,970 : INFO : EPOCH 20 - PROGRESS: at 85.88% examples, 220706 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:00,021 : INFO : EPOCH 20 - PROGRESS: at 86.01% examples, 220712 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:01,049 : INFO : EPOCH 20 - PROGRESS: at 86.14% examples, 220710 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:02,077 : INFO : EPOCH 20 - PROGRESS: at 86.26% examples, 220715 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:03,096 : INFO : EPOCH 20 - PROGRESS: at 86.38% examples, 220728 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:04,131 : INFO : EPOCH 20 - PROGRESS: at 86.50% examples, 220735 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:05,157 : INFO : EPOCH 20 - PROGRESS: at 86.64% examples, 220734 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:06,185 : INFO : EPOCH 20 - PROGRESS: at 86.78% examples, 220746 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:07,204 : INFO : EPOCH 20 - PROGRESS: at 86.89% examples, 220739 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:08,204 : INFO : EPOCH 20 - PROGRESS: at 87.00% examples, 220752 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:09,214 : INFO : EPOCH 20 - PROGRESS: at 87.14% examples, 220756 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:10,293 : INFO : EPOCH 20 - PROGRESS: at 87.27% examples, 220750 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:11,338 : INFO : EPOCH 20 - PROGRESS: at 87.40% examples, 220762 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:12,339 : INFO : EPOCH 20 - PROGRESS: at 87.53% examples, 220770 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:13,436 : INFO : EPOCH 20 - PROGRESS: at 87.66% examples, 220768 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:14,484 : INFO : EPOCH 20 - PROGRESS: at 87.79% examples, 220773 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:15,486 : INFO : EPOCH 20 - PROGRESS: at 87.91% examples, 220778 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:16,511 : INFO : EPOCH 20 - PROGRESS: at 88.01% examples, 220786 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:17,521 : INFO : EPOCH 20 - PROGRESS: at 88.14% examples, 220795 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:18,545 : INFO : EPOCH 20 - PROGRESS: at 88.28% examples, 220800 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:19,548 : INFO : EPOCH 20 - PROGRESS: at 88.40% examples, 220807 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:20,570 : INFO : EPOCH 20 - PROGRESS: at 88.53% examples, 220803 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:21,637 : INFO : EPOCH 20 - PROGRESS: at 88.66% examples, 220806 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:22,671 : INFO : EPOCH 20 - PROGRESS: at 88.78% examples, 220821 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:23,678 : INFO : EPOCH 20 - PROGRESS: at 88.93% examples, 220830 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:24,684 : INFO : EPOCH 20 - PROGRESS: at 89.03% examples, 220829 words/s, in_qsize 7, out_qsize 1
2020-07-16 18:12:25,697 : INFO : EPOCH 20 - PROGRESS: at 89.13% examples, 220825 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:26,734 : INFO : EPOCH 20 - PROGRESS: at 89.28% examples, 220834 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:27,746 : INFO : EPOCH 20 - PROGRESS: at 89.41% examples, 220846 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:28,770 : INFO : EPOCH 20 - PROGRESS: at 89.53% examples, 220848 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:29,781 : INFO : EPOCH 20 - PROGRESS: at 89.64% examples, 220844 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:30,817 : INFO : EPOCH 20 - PROGRESS: at 89.78% examples, 220852 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:31,864 : INFO : EPOCH 20 - PROGRESS: at 89.90% examples, 220857 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:32,879 : INFO : EPOCH 20 - PROGRESS: at 90.03% examples, 220864 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:33,891 : INFO : EPOCH 20 - PROGRESS: at 90.14% examples, 220868 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:34,962 : INFO : EPOCH 20 - PROGRESS: at 90.26% examples, 220864 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:35,967 : INFO : EPOCH 20 - PROGRESS: at 90.37% examples, 220873 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:36,977 : INFO : EPOCH 20 - PROGRESS: at 90.50% examples, 220878 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:37,999 : INFO : EPOCH 20 - PROGRESS: at 90.64% examples, 220886 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:39,027 : INFO : EPOCH 20 - PROGRESS: at 90.75% examples, 220876 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:40,037 : INFO : EPOCH 20 - PROGRESS: at 90.86% examples, 220892 words/s, in_qsize 8, out_qsize 0
2020-07-16 18:12:41,062 : INFO : EPOCH 20 - PROGRESS: at 90.98% examples, 220903 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:42,064 : INFO : EPOCH 20 - PROGRESS: at 91.09% examples, 220910 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:43,087 : INFO : EPOCH 20 - PROGRESS: at 91.20% examples, 220907 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:44,147 : INFO : EPOCH 20 - PROGRESS: at 91.33% examples, 220907 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:45,150 : INFO : EPOCH 20 - PROGRESS: at 91.45% examples, 220914 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:46,172 : INFO : EPOCH 20 - PROGRESS: at 91.59% examples, 220918 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:47,173 : INFO : EPOCH 20 - PROGRESS: at 91.71% examples, 220925 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:48,212 : INFO : EPOCH 20 - PROGRESS: at 91.83% examples, 220926 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:49,247 : INFO : EPOCH 20 - PROGRESS: at 91.95% examples, 220928 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:50,263 : INFO : EPOCH 20 - PROGRESS: at 92.08% examples, 220939 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:51,286 : INFO : EPOCH 20 - PROGRESS: at 92.20% examples, 220940 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:52,296 : INFO : EPOCH 20 - PROGRESS: at 92.32% examples, 220938 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:53,326 : INFO : EPOCH 20 - PROGRESS: at 92.45% examples, 220952 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:54,335 : INFO : EPOCH 20 - PROGRESS: at 92.58% examples, 220950 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:55,346 : INFO : EPOCH 20 - PROGRESS: at 92.71% examples, 220960 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:56,352 : INFO : EPOCH 20 - PROGRESS: at 92.83% examples, 220963 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:57,387 : INFO : EPOCH 20 - PROGRESS: at 92.95% examples, 220966 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:58,418 : INFO : EPOCH 20 - PROGRESS: at 93.07% examples, 220966 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:12:59,450 : INFO : EPOCH 20 - PROGRESS: at 93.19% examples, 220972 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:00,485 : INFO : EPOCH 20 - PROGRESS: at 93.31% examples, 220971 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:01,500 : INFO : EPOCH 20 - PROGRESS: at 93.43% examples, 220980 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:02,502 : INFO : EPOCH 20 - PROGRESS: at 93.56% examples, 220987 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:03,560 : INFO : EPOCH 20 - PROGRESS: at 93.68% examples, 220989 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:04,570 : INFO : EPOCH 20 - PROGRESS: at 93.80% examples, 220993 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:05,570 : INFO : EPOCH 20 - PROGRESS: at 93.91% examples, 220999 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:06,580 : INFO : EPOCH 20 - PROGRESS: at 94.04% examples, 221001 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:07,605 : INFO : EPOCH 20 - PROGRESS: at 94.15% examples, 221010 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:08,612 : INFO : EPOCH 20 - PROGRESS: at 94.27% examples, 221009 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:09,622 : INFO : EPOCH 20 - PROGRESS: at 94.39% examples, 221011 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:10,673 : INFO : EPOCH 20 - PROGRESS: at 94.50% examples, 221019 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:11,674 : INFO : EPOCH 20 - PROGRESS: at 94.61% examples, 221010 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:12,694 : INFO : EPOCH 20 - PROGRESS: at 94.73% examples, 221029 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:13,721 : INFO : EPOCH 20 - PROGRESS: at 94.85% examples, 221018 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:14,738 : INFO : EPOCH 20 - PROGRESS: at 94.97% examples, 221032 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:15,740 : INFO : EPOCH 20 - PROGRESS: at 95.10% examples, 221041 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:16,751 : INFO : EPOCH 20 - PROGRESS: at 95.22% examples, 221032 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:17,792 : INFO : EPOCH 20 - PROGRESS: at 95.33% examples, 221043 words/s, in_qsize 8, out_qsize 0
2020-07-16 18:13:18,819 : INFO : EPOCH 20 - PROGRESS: at 95.47% examples, 221045 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:19,824 : INFO : EPOCH 20 - PROGRESS: at 95.58% examples, 221055 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:20,839 : INFO : EPOCH 20 - PROGRESS: at 95.70% examples, 221060 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:21,860 : INFO : EPOCH 20 - PROGRESS: at 95.82% examples, 221057 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:22,878 : INFO : EPOCH 20 - PROGRESS: at 95.93% examples, 221060 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:23,935 : INFO : EPOCH 20 - PROGRESS: at 96.05% examples, 221062 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:24,936 : INFO : EPOCH 20 - PROGRESS: at 96.16% examples, 221066 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:25,949 : INFO : EPOCH 20 - PROGRESS: at 96.27% examples, 221075 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:26,951 : INFO : EPOCH 20 - PROGRESS: at 96.40% examples, 221088 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:27,959 : INFO : EPOCH 20 - PROGRESS: at 96.52% examples, 221089 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:28,983 : INFO : EPOCH 20 - PROGRESS: at 96.65% examples, 221086 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:30,038 : INFO : EPOCH 20 - PROGRESS: at 96.80% examples, 221090 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:31,063 : INFO : EPOCH 20 - PROGRESS: at 96.94% examples, 221084 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:32,081 : INFO : EPOCH 20 - PROGRESS: at 97.06% examples, 221091 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:33,114 : INFO : EPOCH 20 - PROGRESS: at 97.20% examples, 221092 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:34,146 : INFO : EPOCH 20 - PROGRESS: at 97.33% examples, 221099 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:35,156 : INFO : EPOCH 20 - PROGRESS: at 97.46% examples, 221101 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:36,180 : INFO : EPOCH 20 - PROGRESS: at 97.59% examples, 221114 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:37,186 : INFO : EPOCH 20 - PROGRESS: at 97.70% examples, 221102 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:38,207 : INFO : EPOCH 20 - PROGRESS: at 97.82% examples, 221108 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:39,233 : INFO : EPOCH 20 - PROGRESS: at 97.96% examples, 221114 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:40,330 : INFO : EPOCH 20 - PROGRESS: at 98.07% examples, 221114 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:41,351 : INFO : EPOCH 20 - PROGRESS: at 98.22% examples, 221118 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:42,385 : INFO : EPOCH 20 - PROGRESS: at 98.36% examples, 221120 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:43,425 : INFO : EPOCH 20 - PROGRESS: at 98.50% examples, 221126 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:44,437 : INFO : EPOCH 20 - PROGRESS: at 98.60% examples, 221134 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:45,484 : INFO : EPOCH 20 - PROGRESS: at 98.72% examples, 221135 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:46,488 : INFO : EPOCH 20 - PROGRESS: at 98.85% examples, 221139 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:47,518 : INFO : EPOCH 20 - PROGRESS: at 98.98% examples, 221148 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:48,548 : INFO : EPOCH 20 - PROGRESS: at 99.09% examples, 221148 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:49,589 : INFO : EPOCH 20 - PROGRESS: at 99.23% examples, 221154 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:50,613 : INFO : EPOCH 20 - PROGRESS: at 99.35% examples, 221156 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:51,671 : INFO : EPOCH 20 - PROGRESS: at 99.47% examples, 221159 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:52,672 : INFO : EPOCH 20 - PROGRESS: at 99.58% examples, 221169 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:53,674 : INFO : EPOCH 20 - PROGRESS: at 99.70% examples, 221169 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:54,701 : INFO : EPOCH 20 - PROGRESS: at 99.83% examples, 221170 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:55,750 : INFO : EPOCH 20 - PROGRESS: at 99.96% examples, 221170 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:13:55,963 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 18:13:55,977 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 18:13:55,994 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 18:13:56,004 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 18:13:56,005 : INFO : EPOCH - 20 : training on 246540407 raw words (186688461 effective words) took 844.0s, 221187 effective words/s
2020-07-16 18:13:56,006 : INFO : training on a 4930808140 raw words (3733781333 effective words) took 17409.7s, 214465 effective words/s
2020-07-16 18:13:56,007 : INFO : saving Word2Vec object under test_data/models/[word2vec-Java-Py-Wiki-SK-500-20E-128k[0]-1594923236.007244].model, separately None
2020-07-16 18:13:56,008 : INFO : storing np array 'vectors' to test_data/models/[word2vec-Java-Py-Wiki-SK-500-20E-128k[0]-1594923236.007244].model.wv.vectors.npy
2020-07-16 18:13:56,144 : INFO : not storing attribute vectors_norm
2020-07-16 18:13:56,145 : INFO : storing np array 'syn1neg' to test_data/models/[word2vec-Java-Py-Wiki-SK-500-20E-128k[0]-1594923236.007244].model.trainables.syn1neg.npy
2020-07-16 18:13:56,274 : INFO : not storing attribute cum_table
2020-07-16 18:13:56,547 : INFO : saved test_data/models/[word2vec-Java-Py-Wiki-SK-500-20E-128k[0]-1594923236.007244].model
2020-07-16 18:13:56,548 : INFO : Saving in...test_data/models/[word2vec-Java-Py-Wiki-SK-500-20E-128k[0]-1594923236.007244].model
2020-07-16 18:33:49,544 : INFO : collecting all words and their counts
2020-07-16 18:33:49,545 : INFO : PROGRESS: at sentence #0, processed 0 words, keeping 0 word types
2020-07-16 18:33:50,832 : INFO : PROGRESS: at sentence #10000, processed 6011917 words, keeping 103564 word types
2020-07-16 18:33:52,206 : INFO : PROGRESS: at sentence #20000, processed 12243802 words, keeping 116898 word types
2020-07-16 18:33:53,615 : INFO : PROGRESS: at sentence #30000, processed 18548581 words, keeping 122872 word types
2020-07-16 18:33:55,019 : INFO : PROGRESS: at sentence #40000, processed 24799720 words, keeping 126473 word types
2020-07-16 18:33:56,423 : INFO : PROGRESS: at sentence #50000, processed 31007326 words, keeping 129696 word types
2020-07-16 18:33:57,831 : INFO : PROGRESS: at sentence #60000, processed 37232013 words, keeping 132147 word types
2020-07-16 18:33:59,215 : INFO : PROGRESS: at sentence #70000, processed 43326822 words, keeping 134414 word types
2020-07-16 18:34:00,630 : INFO : PROGRESS: at sentence #80000, processed 49536944 words, keeping 136604 word types
2020-07-16 18:34:02,021 : INFO : PROGRESS: at sentence #90000, processed 55639714 words, keeping 139411 word types
2020-07-16 18:34:03,428 : INFO : PROGRESS: at sentence #100000, processed 61779645 words, keeping 141136 word types
2020-07-16 18:34:04,797 : INFO : PROGRESS: at sentence #110000, processed 67729585 words, keeping 142845 word types
2020-07-16 18:34:06,240 : INFO : PROGRESS: at sentence #120000, processed 74012195 words, keeping 144842 word types
2020-07-16 18:34:07,661 : INFO : PROGRESS: at sentence #130000, processed 80169111 words, keeping 146316 word types
2020-07-16 18:34:09,092 : INFO : PROGRESS: at sentence #140000, processed 86408443 words, keeping 147733 word types
2020-07-16 18:34:10,481 : INFO : PROGRESS: at sentence #150000, processed 92411588 words, keeping 149138 word types
2020-07-16 18:34:11,912 : INFO : PROGRESS: at sentence #160000, processed 98618295 words, keeping 150568 word types
2020-07-16 18:34:13,355 : INFO : PROGRESS: at sentence #170000, processed 104867269 words, keeping 152179 word types
2020-07-16 18:34:14,810 : INFO : PROGRESS: at sentence #180000, processed 111150502 words, keeping 154941 word types
2020-07-16 18:34:16,220 : INFO : PROGRESS: at sentence #190000, processed 117259294 words, keeping 155896 word types
2020-07-16 18:34:17,677 : INFO : PROGRESS: at sentence #200000, processed 123548784 words, keeping 157260 word types
2020-07-16 18:34:19,100 : INFO : PROGRESS: at sentence #210000, processed 129685352 words, keeping 158847 word types
2020-07-16 18:34:20,544 : INFO : PROGRESS: at sentence #220000, processed 135916346 words, keeping 160204 word types
2020-07-16 18:34:21,996 : INFO : PROGRESS: at sentence #230000, processed 142171864 words, keeping 161365 word types
2020-07-16 18:34:23,395 : INFO : PROGRESS: at sentence #240000, processed 148197164 words, keeping 162699 word types
2020-07-16 18:34:24,840 : INFO : PROGRESS: at sentence #250000, processed 154442183 words, keeping 164411 word types
2020-07-16 18:34:26,251 : INFO : PROGRESS: at sentence #260000, processed 160545747 words, keeping 165909 word types
2020-07-16 18:34:27,706 : INFO : PROGRESS: at sentence #270000, processed 166795848 words, keeping 167188 word types
2020-07-16 18:34:29,139 : INFO : PROGRESS: at sentence #280000, processed 172957881 words, keeping 168639 word types
2020-07-16 18:34:30,537 : INFO : PROGRESS: at sentence #290000, processed 178960614 words, keeping 169940 word types
2020-07-16 18:34:31,989 : INFO : PROGRESS: at sentence #300000, processed 185229094 words, keeping 170898 word types
2020-07-16 18:34:33,399 : INFO : PROGRESS: at sentence #310000, processed 191300184 words, keeping 172584 word types
2020-07-16 18:34:34,865 : INFO : PROGRESS: at sentence #320000, processed 197608883 words, keeping 174181 word types
2020-07-16 18:34:36,288 : INFO : PROGRESS: at sentence #330000, processed 203725338 words, keeping 176161 word types
2020-07-16 18:34:37,715 : INFO : PROGRESS: at sentence #340000, processed 209891416 words, keeping 177180 word types
2020-07-16 18:34:39,153 : INFO : PROGRESS: at sentence #350000, processed 216093955 words, keeping 178786 word types
2020-07-16 18:34:40,582 : INFO : PROGRESS: at sentence #360000, processed 222243368 words, keeping 179813 word types
2020-07-16 18:34:42,036 : INFO : PROGRESS: at sentence #370000, processed 228543893 words, keeping 180717 word types
2020-07-16 18:34:43,504 : INFO : PROGRESS: at sentence #380000, processed 234869629 words, keeping 181782 word types
2020-07-16 18:34:44,973 : INFO : PROGRESS: at sentence #390000, processed 241222490 words, keeping 183166 word types
2020-07-16 18:34:46,398 : INFO : collected 185299 word types from a corpus of 247361374 raw words and 400000 sentences
2020-07-16 18:34:46,399 : INFO : Updating model with new vocabulary
2020-07-16 18:34:46,613 : INFO : New added 122172 unique words (39% of original 307471) and increased the count of 122172 pre-existing words (39% of original 307471)
2020-07-16 18:34:47,385 : INFO : deleting the raw counts dictionary of 185299 items
2020-07-16 18:34:47,392 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-16 18:34:47,393 : INFO : downsampling leaves estimated 380758000 word corpus (154.0% of prior 247265551)
2020-07-16 18:34:47,643 : INFO : estimated required memory for 244344 words and 500 dimensions: 1099548000 bytes
2020-07-16 18:34:47,644 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:7: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  import sys
2020-07-16 18:34:47,951 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-16 18:34:47,952 : INFO : training model with 4 workers on 127912 vocabulary and 500 features, using sg=1 hs=0 sample=0.001 negative=5 window=5
2020-07-16 18:34:49,024 : INFO : EPOCH 1 - PROGRESS: at 0.12% examples, 202481 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:34:50,031 : INFO : EPOCH 1 - PROGRESS: at 0.23% examples, 212884 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:34:51,031 : INFO : EPOCH 1 - PROGRESS: at 0.35% examples, 216156 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:34:52,051 : INFO : EPOCH 1 - PROGRESS: at 0.47% examples, 214781 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:34:53,097 : INFO : EPOCH 1 - PROGRESS: at 0.60% examples, 216446 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:34:54,124 : INFO : EPOCH 1 - PROGRESS: at 0.74% examples, 216169 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:34:55,136 : INFO : EPOCH 1 - PROGRESS: at 0.87% examples, 217307 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:34:56,180 : INFO : EPOCH 1 - PROGRESS: at 0.99% examples, 216626 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:34:57,198 : INFO : EPOCH 1 - PROGRESS: at 1.10% examples, 217812 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:34:58,210 : INFO : EPOCH 1 - PROGRESS: at 1.21% examples, 218304 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:34:59,258 : INFO : EPOCH 1 - PROGRESS: at 1.34% examples, 217843 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:00,291 : INFO : EPOCH 1 - PROGRESS: at 1.47% examples, 218140 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:01,294 : INFO : EPOCH 1 - PROGRESS: at 1.58% examples, 217916 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:02,321 : INFO : EPOCH 1 - PROGRESS: at 1.69% examples, 218487 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:03,328 : INFO : EPOCH 1 - PROGRESS: at 1.81% examples, 218805 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:04,390 : INFO : EPOCH 1 - PROGRESS: at 1.94% examples, 218421 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:05,423 : INFO : EPOCH 1 - PROGRESS: at 2.07% examples, 218801 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:06,456 : INFO : EPOCH 1 - PROGRESS: at 2.20% examples, 218765 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:07,488 : INFO : EPOCH 1 - PROGRESS: at 2.33% examples, 218829 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:08,494 : INFO : EPOCH 1 - PROGRESS: at 2.43% examples, 218629 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:09,506 : INFO : EPOCH 1 - PROGRESS: at 2.56% examples, 219150 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:10,520 : INFO : EPOCH 1 - PROGRESS: at 2.65% examples, 218520 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:11,534 : INFO : EPOCH 1 - PROGRESS: at 2.76% examples, 218679 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:12,557 : INFO : EPOCH 1 - PROGRESS: at 2.87% examples, 218964 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:13,591 : INFO : EPOCH 1 - PROGRESS: at 2.97% examples, 218841 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:14,623 : INFO : EPOCH 1 - PROGRESS: at 3.09% examples, 218913 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:15,643 : INFO : EPOCH 1 - PROGRESS: at 3.21% examples, 218915 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:16,692 : INFO : EPOCH 1 - PROGRESS: at 3.35% examples, 218910 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:17,707 : INFO : EPOCH 1 - PROGRESS: at 3.47% examples, 219057 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:18,732 : INFO : EPOCH 1 - PROGRESS: at 3.58% examples, 219262 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:19,759 : INFO : EPOCH 1 - PROGRESS: at 3.72% examples, 219146 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:20,797 : INFO : EPOCH 1 - PROGRESS: at 3.83% examples, 218895 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:21,889 : INFO : EPOCH 1 - PROGRESS: at 3.96% examples, 218761 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:22,932 : INFO : EPOCH 1 - PROGRESS: at 4.10% examples, 218901 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:23,967 : INFO : EPOCH 1 - PROGRESS: at 4.23% examples, 218932 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:24,982 : INFO : EPOCH 1 - PROGRESS: at 4.33% examples, 219137 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:25,991 : INFO : EPOCH 1 - PROGRESS: at 4.45% examples, 219107 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:27,001 : INFO : EPOCH 1 - PROGRESS: at 4.57% examples, 218999 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:28,007 : INFO : EPOCH 1 - PROGRESS: at 4.69% examples, 219135 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:29,017 : INFO : EPOCH 1 - PROGRESS: at 4.81% examples, 219123 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:30,027 : INFO : EPOCH 1 - PROGRESS: at 4.94% examples, 219249 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:31,052 : INFO : EPOCH 1 - PROGRESS: at 5.08% examples, 219154 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:32,053 : INFO : EPOCH 1 - PROGRESS: at 5.19% examples, 219112 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:33,075 : INFO : EPOCH 1 - PROGRESS: at 5.31% examples, 219192 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:34,095 : INFO : EPOCH 1 - PROGRESS: at 5.44% examples, 219270 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:35,104 : INFO : EPOCH 1 - PROGRESS: at 5.55% examples, 219229 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:36,134 : INFO : EPOCH 1 - PROGRESS: at 5.68% examples, 219207 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:37,168 : INFO : EPOCH 1 - PROGRESS: at 5.78% examples, 219177 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:38,168 : INFO : EPOCH 1 - PROGRESS: at 5.91% examples, 219277 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:39,217 : INFO : EPOCH 1 - PROGRESS: at 6.04% examples, 219207 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:40,230 : INFO : EPOCH 1 - PROGRESS: at 6.15% examples, 219293 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:41,299 : INFO : EPOCH 1 - PROGRESS: at 6.28% examples, 219116 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:42,333 : INFO : EPOCH 1 - PROGRESS: at 6.39% examples, 219104 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:43,347 : INFO : EPOCH 1 - PROGRESS: at 6.51% examples, 219269 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:44,451 : INFO : EPOCH 1 - PROGRESS: at 6.63% examples, 219059 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:45,472 : INFO : EPOCH 1 - PROGRESS: at 6.74% examples, 219197 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:46,519 : INFO : EPOCH 1 - PROGRESS: at 6.87% examples, 219166 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:47,529 : INFO : EPOCH 1 - PROGRESS: at 6.98% examples, 219248 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:48,569 : INFO : EPOCH 1 - PROGRESS: at 7.09% examples, 219218 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:49,637 : INFO : EPOCH 1 - PROGRESS: at 7.22% examples, 219171 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:50,639 : INFO : EPOCH 1 - PROGRESS: at 7.34% examples, 219202 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:51,740 : INFO : EPOCH 1 - PROGRESS: at 7.46% examples, 219077 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:52,775 : INFO : EPOCH 1 - PROGRESS: at 7.59% examples, 219156 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:53,791 : INFO : EPOCH 1 - PROGRESS: at 7.70% examples, 219167 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:54,865 : INFO : EPOCH 1 - PROGRESS: at 7.82% examples, 219159 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:55,870 : INFO : EPOCH 1 - PROGRESS: at 7.94% examples, 219249 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:56,872 : INFO : EPOCH 1 - PROGRESS: at 8.05% examples, 219252 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:57,923 : INFO : EPOCH 1 - PROGRESS: at 8.16% examples, 219137 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:58,971 : INFO : EPOCH 1 - PROGRESS: at 8.29% examples, 219197 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:35:59,980 : INFO : EPOCH 1 - PROGRESS: at 8.40% examples, 219206 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:00,995 : INFO : EPOCH 1 - PROGRESS: at 8.52% examples, 219174 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:02,044 : INFO : EPOCH 1 - PROGRESS: at 8.66% examples, 219159 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:03,088 : INFO : EPOCH 1 - PROGRESS: at 8.80% examples, 219166 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:04,092 : INFO : EPOCH 1 - PROGRESS: at 8.92% examples, 219258 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:05,160 : INFO : EPOCH 1 - PROGRESS: at 9.03% examples, 219129 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:06,173 : INFO : EPOCH 1 - PROGRESS: at 9.14% examples, 219237 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:07,183 : INFO : EPOCH 1 - PROGRESS: at 9.25% examples, 219183 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:08,198 : INFO : EPOCH 1 - PROGRESS: at 9.38% examples, 219163 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:09,247 : INFO : EPOCH 1 - PROGRESS: at 9.50% examples, 219156 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:10,304 : INFO : EPOCH 1 - PROGRESS: at 9.62% examples, 219183 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:11,364 : INFO : EPOCH 1 - PROGRESS: at 9.75% examples, 219210 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:12,365 : INFO : EPOCH 1 - PROGRESS: at 9.87% examples, 219241 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:13,373 : INFO : EPOCH 1 - PROGRESS: at 9.98% examples, 219196 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:14,434 : INFO : EPOCH 1 - PROGRESS: at 10.10% examples, 219147 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:15,461 : INFO : EPOCH 1 - PROGRESS: at 10.21% examples, 219137 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:16,464 : INFO : EPOCH 1 - PROGRESS: at 10.30% examples, 219187 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:17,482 : INFO : EPOCH 1 - PROGRESS: at 10.42% examples, 219182 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:18,494 : INFO : EPOCH 1 - PROGRESS: at 10.55% examples, 219160 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:19,497 : INFO : EPOCH 1 - PROGRESS: at 10.70% examples, 219188 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:20,505 : INFO : EPOCH 1 - PROGRESS: at 10.81% examples, 219163 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:21,529 : INFO : EPOCH 1 - PROGRESS: at 10.91% examples, 219166 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:22,551 : INFO : EPOCH 1 - PROGRESS: at 11.05% examples, 219133 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:23,588 : INFO : EPOCH 1 - PROGRESS: at 11.17% examples, 219119 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:24,602 : INFO : EPOCH 1 - PROGRESS: at 11.29% examples, 219220 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:25,608 : INFO : EPOCH 1 - PROGRESS: at 11.39% examples, 219158 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:26,615 : INFO : EPOCH 1 - PROGRESS: at 11.50% examples, 219171 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:27,625 : INFO : EPOCH 1 - PROGRESS: at 11.64% examples, 219153 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:28,660 : INFO : EPOCH 1 - PROGRESS: at 11.75% examples, 219194 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:29,719 : INFO : EPOCH 1 - PROGRESS: at 11.87% examples, 219195 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:30,752 : INFO : EPOCH 1 - PROGRESS: at 11.98% examples, 219141 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:31,760 : INFO : EPOCH 1 - PROGRESS: at 12.10% examples, 219061 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:32,795 : INFO : EPOCH 1 - PROGRESS: at 12.21% examples, 218935 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:33,860 : INFO : EPOCH 1 - PROGRESS: at 12.34% examples, 218823 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:34,862 : INFO : EPOCH 1 - PROGRESS: at 12.43% examples, 218515 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:35,870 : INFO : EPOCH 1 - PROGRESS: at 12.54% examples, 218362 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:36,914 : INFO : EPOCH 1 - PROGRESS: at 12.64% examples, 218348 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:37,947 : INFO : EPOCH 1 - PROGRESS: at 12.77% examples, 218348 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:38,976 : INFO : EPOCH 1 - PROGRESS: at 12.88% examples, 218381 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:39,994 : INFO : EPOCH 1 - PROGRESS: at 13.00% examples, 218408 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:41,009 : INFO : EPOCH 1 - PROGRESS: at 13.11% examples, 218412 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:42,022 : INFO : EPOCH 1 - PROGRESS: at 13.22% examples, 218362 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:43,067 : INFO : EPOCH 1 - PROGRESS: at 13.34% examples, 218402 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:44,112 : INFO : EPOCH 1 - PROGRESS: at 13.47% examples, 218433 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:45,113 : INFO : EPOCH 1 - PROGRESS: at 13.58% examples, 218375 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:46,128 : INFO : EPOCH 1 - PROGRESS: at 13.70% examples, 218445 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:47,176 : INFO : EPOCH 1 - PROGRESS: at 13.82% examples, 218458 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:48,217 : INFO : EPOCH 1 - PROGRESS: at 13.93% examples, 218454 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:49,311 : INFO : EPOCH 1 - PROGRESS: at 14.07% examples, 218407 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:50,348 : INFO : EPOCH 1 - PROGRESS: at 14.21% examples, 218477 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:51,383 : INFO : EPOCH 1 - PROGRESS: at 14.33% examples, 218472 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:52,403 : INFO : EPOCH 1 - PROGRESS: at 14.47% examples, 218492 words/s, in_qsize 8, out_qsize 0
2020-07-16 18:36:53,449 : INFO : EPOCH 1 - PROGRESS: at 14.59% examples, 218512 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:54,495 : INFO : EPOCH 1 - PROGRESS: at 14.71% examples, 218472 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:55,496 : INFO : EPOCH 1 - PROGRESS: at 14.81% examples, 218543 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:56,513 : INFO : EPOCH 1 - PROGRESS: at 14.92% examples, 218475 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:57,523 : INFO : EPOCH 1 - PROGRESS: at 15.05% examples, 218534 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:58,540 : INFO : EPOCH 1 - PROGRESS: at 15.17% examples, 218586 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:36:59,582 : INFO : EPOCH 1 - PROGRESS: at 15.28% examples, 218537 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:00,607 : INFO : EPOCH 1 - PROGRESS: at 15.42% examples, 218557 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:01,633 : INFO : EPOCH 1 - PROGRESS: at 15.54% examples, 218563 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:02,722 : INFO : EPOCH 1 - PROGRESS: at 15.67% examples, 218512 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:03,780 : INFO : EPOCH 1 - PROGRESS: at 15.80% examples, 218520 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:04,859 : INFO : EPOCH 1 - PROGRESS: at 15.93% examples, 218527 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:05,877 : INFO : EPOCH 1 - PROGRESS: at 16.07% examples, 218585 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:06,902 : INFO : EPOCH 1 - PROGRESS: at 16.18% examples, 218570 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:07,925 : INFO : EPOCH 1 - PROGRESS: at 16.31% examples, 218575 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:08,934 : INFO : EPOCH 1 - PROGRESS: at 16.44% examples, 218595 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:09,935 : INFO : EPOCH 1 - PROGRESS: at 16.57% examples, 218579 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:10,980 : INFO : EPOCH 1 - PROGRESS: at 16.69% examples, 218586 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:11,990 : INFO : EPOCH 1 - PROGRESS: at 16.81% examples, 218590 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:13,014 : INFO : EPOCH 1 - PROGRESS: at 16.92% examples, 218541 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:14,024 : INFO : EPOCH 1 - PROGRESS: at 17.03% examples, 218623 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:15,031 : INFO : EPOCH 1 - PROGRESS: at 17.14% examples, 218612 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:16,036 : INFO : EPOCH 1 - PROGRESS: at 17.25% examples, 218628 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:17,047 : INFO : EPOCH 1 - PROGRESS: at 17.38% examples, 218659 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:18,055 : INFO : EPOCH 1 - PROGRESS: at 17.50% examples, 218677 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:19,067 : INFO : EPOCH 1 - PROGRESS: at 17.61% examples, 218636 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:20,080 : INFO : EPOCH 1 - PROGRESS: at 17.72% examples, 218614 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:21,115 : INFO : EPOCH 1 - PROGRESS: at 17.85% examples, 218654 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:22,128 : INFO : EPOCH 1 - PROGRESS: at 17.97% examples, 218665 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:23,143 : INFO : EPOCH 1 - PROGRESS: at 18.10% examples, 218692 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:24,144 : INFO : EPOCH 1 - PROGRESS: at 18.19% examples, 218686 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:25,150 : INFO : EPOCH 1 - PROGRESS: at 18.29% examples, 218707 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:26,197 : INFO : EPOCH 1 - PROGRESS: at 18.42% examples, 218671 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:27,231 : INFO : EPOCH 1 - PROGRESS: at 18.53% examples, 218624 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:28,232 : INFO : EPOCH 1 - PROGRESS: at 18.65% examples, 218710 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:29,240 : INFO : EPOCH 1 - PROGRESS: at 18.77% examples, 218704 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:30,273 : INFO : EPOCH 1 - PROGRESS: at 18.87% examples, 218690 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:31,277 : INFO : EPOCH 1 - PROGRESS: at 19.00% examples, 218736 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:32,298 : INFO : EPOCH 1 - PROGRESS: at 19.12% examples, 218697 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:33,324 : INFO : EPOCH 1 - PROGRESS: at 19.25% examples, 218731 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:34,383 : INFO : EPOCH 1 - PROGRESS: at 19.36% examples, 218687 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:35,396 : INFO : EPOCH 1 - PROGRESS: at 19.49% examples, 218701 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:36,404 : INFO : EPOCH 1 - PROGRESS: at 19.61% examples, 218700 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:37,437 : INFO : EPOCH 1 - PROGRESS: at 19.74% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:38,439 : INFO : EPOCH 1 - PROGRESS: at 19.86% examples, 218762 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:39,464 : INFO : EPOCH 1 - PROGRESS: at 19.98% examples, 218707 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:40,493 : INFO : EPOCH 1 - PROGRESS: at 20.13% examples, 218696 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:41,524 : INFO : EPOCH 1 - PROGRESS: at 20.26% examples, 218704 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:42,531 : INFO : EPOCH 1 - PROGRESS: at 20.36% examples, 218717 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:43,580 : INFO : EPOCH 1 - PROGRESS: at 20.48% examples, 218702 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:44,595 : INFO : EPOCH 1 - PROGRESS: at 20.62% examples, 218749 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:45,644 : INFO : EPOCH 1 - PROGRESS: at 20.74% examples, 218721 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:46,664 : INFO : EPOCH 1 - PROGRESS: at 20.87% examples, 218769 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:47,679 : INFO : EPOCH 1 - PROGRESS: at 21.00% examples, 218772 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:48,686 : INFO : EPOCH 1 - PROGRESS: at 21.11% examples, 218755 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:49,722 : INFO : EPOCH 1 - PROGRESS: at 21.23% examples, 218745 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:50,722 : INFO : EPOCH 1 - PROGRESS: at 21.34% examples, 218784 words/s, in_qsize 6, out_qsize 1
2020-07-16 18:37:51,727 : INFO : EPOCH 1 - PROGRESS: at 21.46% examples, 218782 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:52,766 : INFO : EPOCH 1 - PROGRESS: at 21.61% examples, 218766 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:53,829 : INFO : EPOCH 1 - PROGRESS: at 21.72% examples, 218759 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:54,845 : INFO : EPOCH 1 - PROGRESS: at 21.85% examples, 218737 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:55,862 : INFO : EPOCH 1 - PROGRESS: at 21.98% examples, 218761 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:56,879 : INFO : EPOCH 1 - PROGRESS: at 22.08% examples, 218765 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:57,895 : INFO : EPOCH 1 - PROGRESS: at 22.20% examples, 218813 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:58,920 : INFO : EPOCH 1 - PROGRESS: at 22.31% examples, 218782 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:37:59,944 : INFO : EPOCH 1 - PROGRESS: at 22.43% examples, 218810 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:01,029 : INFO : EPOCH 1 - PROGRESS: at 22.55% examples, 218749 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:02,075 : INFO : EPOCH 1 - PROGRESS: at 22.66% examples, 218771 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:03,112 : INFO : EPOCH 1 - PROGRESS: at 22.78% examples, 218742 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:04,137 : INFO : EPOCH 1 - PROGRESS: at 22.91% examples, 218773 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:05,188 : INFO : EPOCH 1 - PROGRESS: at 23.03% examples, 218799 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:06,199 : INFO : EPOCH 1 - PROGRESS: at 23.16% examples, 218818 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:07,238 : INFO : EPOCH 1 - PROGRESS: at 23.28% examples, 218804 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:08,240 : INFO : EPOCH 1 - PROGRESS: at 23.40% examples, 218813 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:09,249 : INFO : EPOCH 1 - PROGRESS: at 23.51% examples, 218813 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:10,277 : INFO : EPOCH 1 - PROGRESS: at 23.64% examples, 218791 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:11,285 : INFO : EPOCH 1 - PROGRESS: at 23.75% examples, 218850 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:12,365 : INFO : EPOCH 1 - PROGRESS: at 23.86% examples, 218800 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:13,382 : INFO : EPOCH 1 - PROGRESS: at 23.98% examples, 218806 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:14,394 : INFO : EPOCH 1 - PROGRESS: at 24.11% examples, 218824 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:15,398 : INFO : EPOCH 1 - PROGRESS: at 24.22% examples, 218838 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:16,406 : INFO : EPOCH 1 - PROGRESS: at 24.36% examples, 218842 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:17,462 : INFO : EPOCH 1 - PROGRESS: at 24.50% examples, 218812 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:18,551 : INFO : EPOCH 1 - PROGRESS: at 24.63% examples, 218806 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:19,571 : INFO : EPOCH 1 - PROGRESS: at 24.74% examples, 218848 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:20,633 : INFO : EPOCH 1 - PROGRESS: at 24.87% examples, 218822 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:21,689 : INFO : EPOCH 1 - PROGRESS: at 25.00% examples, 218838 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:22,694 : INFO : EPOCH 1 - PROGRESS: at 25.13% examples, 218819 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:23,697 : INFO : EPOCH 1 - PROGRESS: at 25.27% examples, 218879 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:24,700 : INFO : EPOCH 1 - PROGRESS: at 25.38% examples, 218859 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:25,701 : INFO : EPOCH 1 - PROGRESS: at 25.49% examples, 218868 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:26,719 : INFO : EPOCH 1 - PROGRESS: at 25.60% examples, 218845 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:27,743 : INFO : EPOCH 1 - PROGRESS: at 25.73% examples, 218866 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:28,746 : INFO : EPOCH 1 - PROGRESS: at 25.85% examples, 218856 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:29,767 : INFO : EPOCH 1 - PROGRESS: at 25.97% examples, 218858 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:30,793 : INFO : EPOCH 1 - PROGRESS: at 26.10% examples, 218862 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:31,831 : INFO : EPOCH 1 - PROGRESS: at 26.22% examples, 218850 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:32,869 : INFO : EPOCH 1 - PROGRESS: at 26.35% examples, 218875 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:33,878 : INFO : EPOCH 1 - PROGRESS: at 26.47% examples, 218847 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:34,894 : INFO : EPOCH 1 - PROGRESS: at 26.61% examples, 218871 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:35,951 : INFO : EPOCH 1 - PROGRESS: at 26.74% examples, 218841 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:36,963 : INFO : EPOCH 1 - PROGRESS: at 26.84% examples, 218852 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:38,003 : INFO : EPOCH 1 - PROGRESS: at 26.97% examples, 218880 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:39,029 : INFO : EPOCH 1 - PROGRESS: at 27.11% examples, 218900 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:40,086 : INFO : EPOCH 1 - PROGRESS: at 27.23% examples, 218883 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:41,111 : INFO : EPOCH 1 - PROGRESS: at 27.35% examples, 218878 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:42,167 : INFO : EPOCH 1 - PROGRESS: at 27.47% examples, 218879 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:43,174 : INFO : EPOCH 1 - PROGRESS: at 27.59% examples, 218907 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:44,194 : INFO : EPOCH 1 - PROGRESS: at 27.71% examples, 218880 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:45,244 : INFO : EPOCH 1 - PROGRESS: at 27.83% examples, 218899 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:46,283 : INFO : EPOCH 1 - PROGRESS: at 27.95% examples, 218899 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:47,292 : INFO : EPOCH 1 - PROGRESS: at 28.06% examples, 218928 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:48,317 : INFO : EPOCH 1 - PROGRESS: at 28.18% examples, 218912 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:49,358 : INFO : EPOCH 1 - PROGRESS: at 28.31% examples, 218913 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:50,361 : INFO : EPOCH 1 - PROGRESS: at 28.42% examples, 218907 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:51,373 : INFO : EPOCH 1 - PROGRESS: at 28.54% examples, 218907 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:52,394 : INFO : EPOCH 1 - PROGRESS: at 28.66% examples, 218925 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:53,422 : INFO : EPOCH 1 - PROGRESS: at 28.77% examples, 218933 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:54,434 : INFO : EPOCH 1 - PROGRESS: at 28.89% examples, 218934 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:55,435 : INFO : EPOCH 1 - PROGRESS: at 29.00% examples, 218912 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:56,451 : INFO : EPOCH 1 - PROGRESS: at 29.11% examples, 218931 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:57,487 : INFO : EPOCH 1 - PROGRESS: at 29.22% examples, 218928 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:58,500 : INFO : EPOCH 1 - PROGRESS: at 29.35% examples, 218945 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:38:59,510 : INFO : EPOCH 1 - PROGRESS: at 29.46% examples, 218934 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:00,514 : INFO : EPOCH 1 - PROGRESS: at 29.57% examples, 218917 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:01,555 : INFO : EPOCH 1 - PROGRESS: at 29.70% examples, 218919 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:02,582 : INFO : EPOCH 1 - PROGRESS: at 29.82% examples, 218905 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:03,666 : INFO : EPOCH 1 - PROGRESS: at 29.93% examples, 218893 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:04,683 : INFO : EPOCH 1 - PROGRESS: at 30.04% examples, 218938 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:05,695 : INFO : EPOCH 1 - PROGRESS: at 30.16% examples, 218924 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:06,706 : INFO : EPOCH 1 - PROGRESS: at 30.27% examples, 218936 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:07,738 : INFO : EPOCH 1 - PROGRESS: at 30.39% examples, 218933 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:08,792 : INFO : EPOCH 1 - PROGRESS: at 30.51% examples, 218941 words/s, in_qsize 8, out_qsize 0
2020-07-16 18:39:09,796 : INFO : EPOCH 1 - PROGRESS: at 30.64% examples, 218948 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:10,810 : INFO : EPOCH 1 - PROGRESS: at 30.75% examples, 218945 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:11,833 : INFO : EPOCH 1 - PROGRESS: at 30.88% examples, 218946 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:12,847 : INFO : EPOCH 1 - PROGRESS: at 31.00% examples, 218948 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:13,874 : INFO : EPOCH 1 - PROGRESS: at 31.12% examples, 218945 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:14,880 : INFO : EPOCH 1 - PROGRESS: at 31.26% examples, 218966 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:15,926 : INFO : EPOCH 1 - PROGRESS: at 31.39% examples, 218940 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:16,955 : INFO : EPOCH 1 - PROGRESS: at 31.53% examples, 218964 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:17,995 : INFO : EPOCH 1 - PROGRESS: at 31.65% examples, 218953 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:19,038 : INFO : EPOCH 1 - PROGRESS: at 31.78% examples, 218963 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:20,044 : INFO : EPOCH 1 - PROGRESS: at 31.88% examples, 218975 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:21,056 : INFO : EPOCH 1 - PROGRESS: at 31.99% examples, 218991 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:22,091 : INFO : EPOCH 1 - PROGRESS: at 32.11% examples, 218959 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:23,095 : INFO : EPOCH 1 - PROGRESS: at 32.22% examples, 218960 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:24,136 : INFO : EPOCH 1 - PROGRESS: at 32.34% examples, 218966 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:25,196 : INFO : EPOCH 1 - PROGRESS: at 32.47% examples, 218956 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:26,233 : INFO : EPOCH 1 - PROGRESS: at 32.58% examples, 218953 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:27,248 : INFO : EPOCH 1 - PROGRESS: at 32.69% examples, 218952 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:28,253 : INFO : EPOCH 1 - PROGRESS: at 32.80% examples, 218952 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:29,283 : INFO : EPOCH 1 - PROGRESS: at 32.91% examples, 218935 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:30,293 : INFO : EPOCH 1 - PROGRESS: at 33.03% examples, 218959 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:31,321 : INFO : EPOCH 1 - PROGRESS: at 33.16% examples, 218951 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:32,343 : INFO : EPOCH 1 - PROGRESS: at 33.28% examples, 218969 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:33,383 : INFO : EPOCH 1 - PROGRESS: at 33.39% examples, 218958 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:34,402 : INFO : EPOCH 1 - PROGRESS: at 33.51% examples, 218950 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:35,433 : INFO : EPOCH 1 - PROGRESS: at 33.62% examples, 218945 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:36,438 : INFO : EPOCH 1 - PROGRESS: at 33.74% examples, 218971 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:37,463 : INFO : EPOCH 1 - PROGRESS: at 33.87% examples, 218963 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:38,482 : INFO : EPOCH 1 - PROGRESS: at 33.99% examples, 218961 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:39,508 : INFO : EPOCH 1 - PROGRESS: at 34.11% examples, 218942 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:40,544 : INFO : EPOCH 1 - PROGRESS: at 34.24% examples, 218952 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:41,564 : INFO : EPOCH 1 - PROGRESS: at 34.37% examples, 218949 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:42,580 : INFO : EPOCH 1 - PROGRESS: at 34.49% examples, 218957 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:43,642 : INFO : EPOCH 1 - PROGRESS: at 34.60% examples, 218947 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:44,643 : INFO : EPOCH 1 - PROGRESS: at 34.73% examples, 218979 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:45,652 : INFO : EPOCH 1 - PROGRESS: at 34.82% examples, 218955 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:46,690 : INFO : EPOCH 1 - PROGRESS: at 34.97% examples, 218952 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:47,718 : INFO : EPOCH 1 - PROGRESS: at 35.07% examples, 218965 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:48,771 : INFO : EPOCH 1 - PROGRESS: at 35.20% examples, 218959 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:49,774 : INFO : EPOCH 1 - PROGRESS: at 35.32% examples, 218974 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:50,840 : INFO : EPOCH 1 - PROGRESS: at 35.44% examples, 218947 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:51,857 : INFO : EPOCH 1 - PROGRESS: at 35.57% examples, 218969 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:52,864 : INFO : EPOCH 1 - PROGRESS: at 35.66% examples, 218946 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:53,893 : INFO : EPOCH 1 - PROGRESS: at 35.79% examples, 218970 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:54,894 : INFO : EPOCH 1 - PROGRESS: at 35.92% examples, 218977 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:55,912 : INFO : EPOCH 1 - PROGRESS: at 36.05% examples, 218991 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:56,916 : INFO : EPOCH 1 - PROGRESS: at 36.18% examples, 218994 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:57,932 : INFO : EPOCH 1 - PROGRESS: at 36.28% examples, 218964 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:39:58,983 : INFO : EPOCH 1 - PROGRESS: at 36.41% examples, 218972 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:00,062 : INFO : EPOCH 1 - PROGRESS: at 36.54% examples, 218958 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:01,087 : INFO : EPOCH 1 - PROGRESS: at 36.67% examples, 218980 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:02,094 : INFO : EPOCH 1 - PROGRESS: at 36.82% examples, 218984 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:03,183 : INFO : EPOCH 1 - PROGRESS: at 36.95% examples, 218954 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:04,275 : INFO : EPOCH 1 - PROGRESS: at 37.08% examples, 218949 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:05,295 : INFO : EPOCH 1 - PROGRESS: at 37.19% examples, 218963 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:06,295 : INFO : EPOCH 1 - PROGRESS: at 37.30% examples, 218986 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:07,365 : INFO : EPOCH 1 - PROGRESS: at 37.44% examples, 218956 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:08,367 : INFO : EPOCH 1 - PROGRESS: at 37.55% examples, 218972 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:09,382 : INFO : EPOCH 1 - PROGRESS: at 37.69% examples, 218967 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:10,415 : INFO : EPOCH 1 - PROGRESS: at 37.81% examples, 218966 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:11,422 : INFO : EPOCH 1 - PROGRESS: at 37.91% examples, 218952 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:12,424 : INFO : EPOCH 1 - PROGRESS: at 38.03% examples, 218982 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:13,447 : INFO : EPOCH 1 - PROGRESS: at 38.15% examples, 218959 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:14,472 : INFO : EPOCH 1 - PROGRESS: at 38.26% examples, 218970 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:15,495 : INFO : EPOCH 1 - PROGRESS: at 38.40% examples, 218981 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:16,586 : INFO : EPOCH 1 - PROGRESS: at 38.52% examples, 218956 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:17,614 : INFO : EPOCH 1 - PROGRESS: at 38.62% examples, 218964 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:18,661 : INFO : EPOCH 1 - PROGRESS: at 38.75% examples, 218975 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:19,671 : INFO : EPOCH 1 - PROGRESS: at 38.86% examples, 218970 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:20,696 : INFO : EPOCH 1 - PROGRESS: at 38.98% examples, 218970 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:21,779 : INFO : EPOCH 1 - PROGRESS: at 39.11% examples, 218962 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:22,784 : INFO : EPOCH 1 - PROGRESS: at 39.23% examples, 218996 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:23,819 : INFO : EPOCH 1 - PROGRESS: at 39.34% examples, 218937 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:24,834 : INFO : EPOCH 1 - PROGRESS: at 39.46% examples, 218958 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:25,931 : INFO : EPOCH 1 - PROGRESS: at 39.59% examples, 218934 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:26,956 : INFO : EPOCH 1 - PROGRESS: at 39.70% examples, 218958 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:27,974 : INFO : EPOCH 1 - PROGRESS: at 39.83% examples, 218961 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:29,055 : INFO : EPOCH 1 - PROGRESS: at 39.95% examples, 218945 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:30,075 : INFO : EPOCH 1 - PROGRESS: at 40.07% examples, 218952 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:31,129 : INFO : EPOCH 1 - PROGRESS: at 40.20% examples, 218961 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:32,144 : INFO : EPOCH 1 - PROGRESS: at 40.31% examples, 218965 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:33,187 : INFO : EPOCH 1 - PROGRESS: at 40.43% examples, 218941 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:34,209 : INFO : EPOCH 1 - PROGRESS: at 40.55% examples, 218956 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:35,240 : INFO : EPOCH 1 - PROGRESS: at 40.68% examples, 218958 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:36,260 : INFO : EPOCH 1 - PROGRESS: at 40.79% examples, 218967 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:37,267 : INFO : EPOCH 1 - PROGRESS: at 40.91% examples, 218967 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:38,290 : INFO : EPOCH 1 - PROGRESS: at 41.03% examples, 218949 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:39,372 : INFO : EPOCH 1 - PROGRESS: at 41.15% examples, 218944 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:40,450 : INFO : EPOCH 1 - PROGRESS: at 41.29% examples, 218933 words/s, in_qsize 6, out_qsize 1
2020-07-16 18:40:41,494 : INFO : EPOCH 1 - PROGRESS: at 41.40% examples, 218935 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:42,547 : INFO : EPOCH 1 - PROGRESS: at 41.52% examples, 218949 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:43,627 : INFO : EPOCH 1 - PROGRESS: at 41.64% examples, 218940 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:44,664 : INFO : EPOCH 1 - PROGRESS: at 41.78% examples, 218955 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:45,693 : INFO : EPOCH 1 - PROGRESS: at 41.90% examples, 218956 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:46,697 : INFO : EPOCH 1 - PROGRESS: at 42.02% examples, 218956 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:47,741 : INFO : EPOCH 1 - PROGRESS: at 42.15% examples, 218949 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:48,824 : INFO : EPOCH 1 - PROGRESS: at 42.27% examples, 218940 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:49,861 : INFO : EPOCH 1 - PROGRESS: at 42.40% examples, 218957 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:50,918 : INFO : EPOCH 1 - PROGRESS: at 42.51% examples, 218947 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:51,951 : INFO : EPOCH 1 - PROGRESS: at 42.63% examples, 218946 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:52,964 : INFO : EPOCH 1 - PROGRESS: at 42.77% examples, 218955 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:54,004 : INFO : EPOCH 1 - PROGRESS: at 42.88% examples, 218951 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:55,026 : INFO : EPOCH 1 - PROGRESS: at 43.00% examples, 218949 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:56,062 : INFO : EPOCH 1 - PROGRESS: at 43.11% examples, 218961 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:57,093 : INFO : EPOCH 1 - PROGRESS: at 43.22% examples, 218950 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:58,149 : INFO : EPOCH 1 - PROGRESS: at 43.34% examples, 218966 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:40:59,150 : INFO : EPOCH 1 - PROGRESS: at 43.47% examples, 218975 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:00,180 : INFO : EPOCH 1 - PROGRESS: at 43.59% examples, 218949 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:01,204 : INFO : EPOCH 1 - PROGRESS: at 43.71% examples, 218954 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:02,218 : INFO : EPOCH 1 - PROGRESS: at 43.82% examples, 218974 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:03,227 : INFO : EPOCH 1 - PROGRESS: at 43.93% examples, 218955 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:04,250 : INFO : EPOCH 1 - PROGRESS: at 44.04% examples, 218957 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:05,265 : INFO : EPOCH 1 - PROGRESS: at 44.16% examples, 218945 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:06,279 : INFO : EPOCH 1 - PROGRESS: at 44.27% examples, 218954 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:07,325 : INFO : EPOCH 1 - PROGRESS: at 44.38% examples, 218934 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:08,328 : INFO : EPOCH 1 - PROGRESS: at 44.51% examples, 218956 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:09,403 : INFO : EPOCH 1 - PROGRESS: at 44.62% examples, 218928 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:10,440 : INFO : EPOCH 1 - PROGRESS: at 44.75% examples, 218943 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:11,452 : INFO : EPOCH 1 - PROGRESS: at 44.86% examples, 218952 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:12,453 : INFO : EPOCH 1 - PROGRESS: at 44.98% examples, 218952 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:13,472 : INFO : EPOCH 1 - PROGRESS: at 45.10% examples, 218932 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:14,481 : INFO : EPOCH 1 - PROGRESS: at 45.22% examples, 218935 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:15,499 : INFO : EPOCH 1 - PROGRESS: at 45.34% examples, 218899 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:16,532 : INFO : EPOCH 1 - PROGRESS: at 45.45% examples, 218920 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:17,561 : INFO : EPOCH 1 - PROGRESS: at 45.56% examples, 218896 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:18,604 : INFO : EPOCH 1 - PROGRESS: at 45.66% examples, 218792 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:19,616 : INFO : EPOCH 1 - PROGRESS: at 45.76% examples, 218725 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:20,672 : INFO : EPOCH 1 - PROGRESS: at 45.89% examples, 218721 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:21,712 : INFO : EPOCH 1 - PROGRESS: at 46.02% examples, 218732 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:22,741 : INFO : EPOCH 1 - PROGRESS: at 46.16% examples, 218744 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:23,763 : INFO : EPOCH 1 - PROGRESS: at 46.27% examples, 218723 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:24,838 : INFO : EPOCH 1 - PROGRESS: at 46.41% examples, 218733 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:25,863 : INFO : EPOCH 1 - PROGRESS: at 46.53% examples, 218745 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:26,892 : INFO : EPOCH 1 - PROGRESS: at 46.66% examples, 218720 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:27,975 : INFO : EPOCH 1 - PROGRESS: at 46.76% examples, 218728 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:28,992 : INFO : EPOCH 1 - PROGRESS: at 46.88% examples, 218746 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:30,042 : INFO : EPOCH 1 - PROGRESS: at 47.01% examples, 218739 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:31,044 : INFO : EPOCH 1 - PROGRESS: at 47.13% examples, 218751 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:32,106 : INFO : EPOCH 1 - PROGRESS: at 47.25% examples, 218730 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:33,160 : INFO : EPOCH 1 - PROGRESS: at 47.39% examples, 218740 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:34,163 : INFO : EPOCH 1 - PROGRESS: at 47.51% examples, 218748 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:35,169 : INFO : EPOCH 1 - PROGRESS: at 47.63% examples, 218741 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:36,196 : INFO : EPOCH 1 - PROGRESS: at 47.77% examples, 218741 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:37,289 : INFO : EPOCH 1 - PROGRESS: at 47.88% examples, 218737 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:38,312 : INFO : EPOCH 1 - PROGRESS: at 48.00% examples, 218755 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:39,339 : INFO : EPOCH 1 - PROGRESS: at 48.12% examples, 218756 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:40,376 : INFO : EPOCH 1 - PROGRESS: at 48.26% examples, 218751 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:41,387 : INFO : EPOCH 1 - PROGRESS: at 48.37% examples, 218750 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:42,431 : INFO : EPOCH 1 - PROGRESS: at 48.48% examples, 218733 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:43,436 : INFO : EPOCH 1 - PROGRESS: at 48.59% examples, 218758 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:44,444 : INFO : EPOCH 1 - PROGRESS: at 48.70% examples, 218766 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:45,460 : INFO : EPOCH 1 - PROGRESS: at 48.81% examples, 218751 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:46,491 : INFO : EPOCH 1 - PROGRESS: at 48.92% examples, 218767 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:47,510 : INFO : EPOCH 1 - PROGRESS: at 49.03% examples, 218747 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:48,533 : INFO : EPOCH 1 - PROGRESS: at 49.15% examples, 218761 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:49,557 : INFO : EPOCH 1 - PROGRESS: at 49.27% examples, 218777 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:50,564 : INFO : EPOCH 1 - PROGRESS: at 49.40% examples, 218765 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:51,619 : INFO : EPOCH 1 - PROGRESS: at 49.51% examples, 218758 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:52,663 : INFO : EPOCH 1 - PROGRESS: at 49.64% examples, 218759 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:53,679 : INFO : EPOCH 1 - PROGRESS: at 49.76% examples, 218763 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:54,693 : INFO : EPOCH 1 - PROGRESS: at 49.88% examples, 218758 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:55,767 : INFO : EPOCH 1 - PROGRESS: at 50.03% examples, 218760 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:56,777 : INFO : EPOCH 1 - PROGRESS: at 50.16% examples, 218769 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:57,787 : INFO : EPOCH 1 - PROGRESS: at 50.30% examples, 218772 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:58,808 : INFO : EPOCH 1 - PROGRESS: at 50.39% examples, 218764 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:41:59,809 : INFO : EPOCH 1 - PROGRESS: at 50.52% examples, 218769 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:00,828 : INFO : EPOCH 1 - PROGRESS: at 50.63% examples, 218762 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:01,841 : INFO : EPOCH 1 - PROGRESS: at 50.74% examples, 218762 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:02,892 : INFO : EPOCH 1 - PROGRESS: at 50.86% examples, 218764 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:03,900 : INFO : EPOCH 1 - PROGRESS: at 50.97% examples, 218766 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:04,982 : INFO : EPOCH 1 - PROGRESS: at 51.10% examples, 218754 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:05,990 : INFO : EPOCH 1 - PROGRESS: at 51.20% examples, 218770 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:07,035 : INFO : EPOCH 1 - PROGRESS: at 51.33% examples, 218775 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:08,079 : INFO : EPOCH 1 - PROGRESS: at 51.45% examples, 218768 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:09,110 : INFO : EPOCH 1 - PROGRESS: at 51.57% examples, 218765 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:10,128 : INFO : EPOCH 1 - PROGRESS: at 51.69% examples, 218755 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:11,186 : INFO : EPOCH 1 - PROGRESS: at 51.81% examples, 218759 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:12,193 : INFO : EPOCH 1 - PROGRESS: at 51.93% examples, 218776 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:13,207 : INFO : EPOCH 1 - PROGRESS: at 52.04% examples, 218776 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:14,232 : INFO : EPOCH 1 - PROGRESS: at 52.16% examples, 218773 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:15,245 : INFO : EPOCH 1 - PROGRESS: at 52.29% examples, 218777 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:16,247 : INFO : EPOCH 1 - PROGRESS: at 52.42% examples, 218771 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:17,276 : INFO : EPOCH 1 - PROGRESS: at 52.52% examples, 218771 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:18,363 : INFO : EPOCH 1 - PROGRESS: at 52.64% examples, 218765 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:19,408 : INFO : EPOCH 1 - PROGRESS: at 52.77% examples, 218776 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:20,409 : INFO : EPOCH 1 - PROGRESS: at 52.89% examples, 218768 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:21,443 : INFO : EPOCH 1 - PROGRESS: at 53.01% examples, 218770 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:22,489 : INFO : EPOCH 1 - PROGRESS: at 53.13% examples, 218775 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:23,515 : INFO : EPOCH 1 - PROGRESS: at 53.26% examples, 218785 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:24,525 : INFO : EPOCH 1 - PROGRESS: at 53.39% examples, 218781 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:25,557 : INFO : EPOCH 1 - PROGRESS: at 53.51% examples, 218787 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:26,569 : INFO : EPOCH 1 - PROGRESS: at 53.63% examples, 218800 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:27,628 : INFO : EPOCH 1 - PROGRESS: at 53.74% examples, 218773 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:28,646 : INFO : EPOCH 1 - PROGRESS: at 53.87% examples, 218791 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:29,662 : INFO : EPOCH 1 - PROGRESS: at 53.99% examples, 218788 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:30,665 : INFO : EPOCH 1 - PROGRESS: at 54.09% examples, 218794 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:31,723 : INFO : EPOCH 1 - PROGRESS: at 54.21% examples, 218764 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:32,728 : INFO : EPOCH 1 - PROGRESS: at 54.33% examples, 218783 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:33,749 : INFO : EPOCH 1 - PROGRESS: at 54.45% examples, 218784 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:34,762 : INFO : EPOCH 1 - PROGRESS: at 54.57% examples, 218795 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:35,765 : INFO : EPOCH 1 - PROGRESS: at 54.69% examples, 218784 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:36,778 : INFO : EPOCH 1 - PROGRESS: at 54.80% examples, 218782 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:37,787 : INFO : EPOCH 1 - PROGRESS: at 54.91% examples, 218776 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:38,789 : INFO : EPOCH 1 - PROGRESS: at 55.03% examples, 218782 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:39,837 : INFO : EPOCH 1 - PROGRESS: at 55.13% examples, 218769 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:40,863 : INFO : EPOCH 1 - PROGRESS: at 55.25% examples, 218771 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:41,883 : INFO : EPOCH 1 - PROGRESS: at 55.38% examples, 218775 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:42,888 : INFO : EPOCH 1 - PROGRESS: at 55.50% examples, 218793 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:43,915 : INFO : EPOCH 1 - PROGRESS: at 55.61% examples, 218771 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:44,923 : INFO : EPOCH 1 - PROGRESS: at 55.73% examples, 218781 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:45,940 : INFO : EPOCH 1 - PROGRESS: at 55.86% examples, 218796 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:46,955 : INFO : EPOCH 1 - PROGRESS: at 55.98% examples, 218779 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:47,992 : INFO : EPOCH 1 - PROGRESS: at 56.11% examples, 218781 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:48,998 : INFO : EPOCH 1 - PROGRESS: at 56.25% examples, 218788 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:50,001 : INFO : EPOCH 1 - PROGRESS: at 56.36% examples, 218785 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:51,008 : INFO : EPOCH 1 - PROGRESS: at 56.48% examples, 218782 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:52,023 : INFO : EPOCH 1 - PROGRESS: at 56.60% examples, 218793 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:53,071 : INFO : EPOCH 1 - PROGRESS: at 56.72% examples, 218770 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:54,090 : INFO : EPOCH 1 - PROGRESS: at 56.84% examples, 218787 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:55,093 : INFO : EPOCH 1 - PROGRESS: at 56.95% examples, 218792 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:56,104 : INFO : EPOCH 1 - PROGRESS: at 57.04% examples, 218783 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:57,124 : INFO : EPOCH 1 - PROGRESS: at 57.16% examples, 218783 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:58,150 : INFO : EPOCH 1 - PROGRESS: at 57.29% examples, 218785 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:42:59,165 : INFO : EPOCH 1 - PROGRESS: at 57.41% examples, 218783 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:00,204 : INFO : EPOCH 1 - PROGRESS: at 57.52% examples, 218782 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:01,250 : INFO : EPOCH 1 - PROGRESS: at 57.66% examples, 218790 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:02,261 : INFO : EPOCH 1 - PROGRESS: at 57.78% examples, 218792 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:03,280 : INFO : EPOCH 1 - PROGRESS: at 57.90% examples, 218782 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:04,284 : INFO : EPOCH 1 - PROGRESS: at 58.03% examples, 218801 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:05,290 : INFO : EPOCH 1 - PROGRESS: at 58.13% examples, 218795 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:06,291 : INFO : EPOCH 1 - PROGRESS: at 58.23% examples, 218783 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:07,330 : INFO : EPOCH 1 - PROGRESS: at 58.35% examples, 218788 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:08,339 : INFO : EPOCH 1 - PROGRESS: at 58.48% examples, 218794 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:09,347 : INFO : EPOCH 1 - PROGRESS: at 58.60% examples, 218792 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:10,349 : INFO : EPOCH 1 - PROGRESS: at 58.72% examples, 218786 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:11,355 : INFO : EPOCH 1 - PROGRESS: at 58.85% examples, 218783 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:12,417 : INFO : EPOCH 1 - PROGRESS: at 58.97% examples, 218773 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:13,456 : INFO : EPOCH 1 - PROGRESS: at 59.09% examples, 218786 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:14,460 : INFO : EPOCH 1 - PROGRESS: at 59.22% examples, 218798 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:15,497 : INFO : EPOCH 1 - PROGRESS: at 59.34% examples, 218775 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:16,500 : INFO : EPOCH 1 - PROGRESS: at 59.46% examples, 218788 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:17,535 : INFO : EPOCH 1 - PROGRESS: at 59.58% examples, 218793 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:18,539 : INFO : EPOCH 1 - PROGRESS: at 59.71% examples, 218792 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:19,588 : INFO : EPOCH 1 - PROGRESS: at 59.85% examples, 218795 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:20,651 : INFO : EPOCH 1 - PROGRESS: at 59.97% examples, 218785 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:21,714 : INFO : EPOCH 1 - PROGRESS: at 60.09% examples, 218785 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:22,716 : INFO : EPOCH 1 - PROGRESS: at 60.18% examples, 218797 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:23,719 : INFO : EPOCH 1 - PROGRESS: at 60.31% examples, 218800 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:24,758 : INFO : EPOCH 1 - PROGRESS: at 60.42% examples, 218803 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:25,773 : INFO : EPOCH 1 - PROGRESS: at 60.55% examples, 218800 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:26,784 : INFO : EPOCH 1 - PROGRESS: at 60.67% examples, 218802 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:27,806 : INFO : EPOCH 1 - PROGRESS: at 60.78% examples, 218798 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:28,847 : INFO : EPOCH 1 - PROGRESS: at 60.91% examples, 218796 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:29,880 : INFO : EPOCH 1 - PROGRESS: at 61.03% examples, 218800 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:30,883 : INFO : EPOCH 1 - PROGRESS: at 61.15% examples, 218798 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:31,916 : INFO : EPOCH 1 - PROGRESS: at 61.27% examples, 218800 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:32,943 : INFO : EPOCH 1 - PROGRESS: at 61.40% examples, 218798 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:33,951 : INFO : EPOCH 1 - PROGRESS: at 61.52% examples, 218798 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:34,960 : INFO : EPOCH 1 - PROGRESS: at 61.63% examples, 218799 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:35,963 : INFO : EPOCH 1 - PROGRESS: at 61.74% examples, 218798 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:36,981 : INFO : EPOCH 1 - PROGRESS: at 61.84% examples, 218801 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:38,009 : INFO : EPOCH 1 - PROGRESS: at 61.95% examples, 218810 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:39,014 : INFO : EPOCH 1 - PROGRESS: at 62.07% examples, 218805 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:40,015 : INFO : EPOCH 1 - PROGRESS: at 62.19% examples, 218799 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:41,028 : INFO : EPOCH 1 - PROGRESS: at 62.33% examples, 218804 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:42,041 : INFO : EPOCH 1 - PROGRESS: at 62.44% examples, 218808 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:43,098 : INFO : EPOCH 1 - PROGRESS: at 62.57% examples, 218794 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:44,124 : INFO : EPOCH 1 - PROGRESS: at 62.67% examples, 218795 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:45,166 : INFO : EPOCH 1 - PROGRESS: at 62.78% examples, 218798 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:46,238 : INFO : EPOCH 1 - PROGRESS: at 62.92% examples, 218797 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:47,253 : INFO : EPOCH 1 - PROGRESS: at 63.05% examples, 218805 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:48,257 : INFO : EPOCH 1 - PROGRESS: at 63.15% examples, 218794 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:49,279 : INFO : EPOCH 1 - PROGRESS: at 63.27% examples, 218796 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:50,295 : INFO : EPOCH 1 - PROGRESS: at 63.40% examples, 218805 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:51,313 : INFO : EPOCH 1 - PROGRESS: at 63.52% examples, 218811 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:52,371 : INFO : EPOCH 1 - PROGRESS: at 63.63% examples, 218800 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:53,423 : INFO : EPOCH 1 - PROGRESS: at 63.76% examples, 218795 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:54,434 : INFO : EPOCH 1 - PROGRESS: at 63.90% examples, 218803 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:55,459 : INFO : EPOCH 1 - PROGRESS: at 64.03% examples, 218791 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:56,501 : INFO : EPOCH 1 - PROGRESS: at 64.15% examples, 218803 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:57,551 : INFO : EPOCH 1 - PROGRESS: at 64.27% examples, 218807 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:58,631 : INFO : EPOCH 1 - PROGRESS: at 64.42% examples, 218801 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:43:59,661 : INFO : EPOCH 1 - PROGRESS: at 64.54% examples, 218805 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:00,741 : INFO : EPOCH 1 - PROGRESS: at 64.67% examples, 218796 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:01,747 : INFO : EPOCH 1 - PROGRESS: at 64.78% examples, 218819 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:02,774 : INFO : EPOCH 1 - PROGRESS: at 64.91% examples, 218823 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:03,797 : INFO : EPOCH 1 - PROGRESS: at 65.04% examples, 218813 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:04,865 : INFO : EPOCH 1 - PROGRESS: at 65.16% examples, 218805 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:05,883 : INFO : EPOCH 1 - PROGRESS: at 65.29% examples, 218808 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:06,933 : INFO : EPOCH 1 - PROGRESS: at 65.41% examples, 218807 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:07,947 : INFO : EPOCH 1 - PROGRESS: at 65.52% examples, 218827 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:09,002 : INFO : EPOCH 1 - PROGRESS: at 65.63% examples, 218805 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:10,027 : INFO : EPOCH 1 - PROGRESS: at 65.75% examples, 218806 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:11,063 : INFO : EPOCH 1 - PROGRESS: at 65.87% examples, 218812 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:12,066 : INFO : EPOCH 1 - PROGRESS: at 65.99% examples, 218823 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:13,072 : INFO : EPOCH 1 - PROGRESS: at 66.09% examples, 218815 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:14,100 : INFO : EPOCH 1 - PROGRESS: at 66.22% examples, 218813 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:15,126 : INFO : EPOCH 1 - PROGRESS: at 66.35% examples, 218811 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:16,144 : INFO : EPOCH 1 - PROGRESS: at 66.46% examples, 218822 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:17,157 : INFO : EPOCH 1 - PROGRESS: at 66.58% examples, 218811 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:18,189 : INFO : EPOCH 1 - PROGRESS: at 66.70% examples, 218821 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:19,224 : INFO : EPOCH 1 - PROGRESS: at 66.83% examples, 218819 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:20,246 : INFO : EPOCH 1 - PROGRESS: at 66.95% examples, 218820 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:21,274 : INFO : EPOCH 1 - PROGRESS: at 67.08% examples, 218819 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:22,306 : INFO : EPOCH 1 - PROGRESS: at 67.18% examples, 218812 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:23,333 : INFO : EPOCH 1 - PROGRESS: at 67.29% examples, 218817 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:24,344 : INFO : EPOCH 1 - PROGRESS: at 67.40% examples, 218810 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:25,354 : INFO : EPOCH 1 - PROGRESS: at 67.52% examples, 218809 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:26,361 : INFO : EPOCH 1 - PROGRESS: at 67.64% examples, 218812 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:27,434 : INFO : EPOCH 1 - PROGRESS: at 67.77% examples, 218807 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:28,466 : INFO : EPOCH 1 - PROGRESS: at 67.89% examples, 218810 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:29,480 : INFO : EPOCH 1 - PROGRESS: at 68.03% examples, 218818 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:30,481 : INFO : EPOCH 1 - PROGRESS: at 68.14% examples, 218821 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:31,487 : INFO : EPOCH 1 - PROGRESS: at 68.26% examples, 218821 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:32,525 : INFO : EPOCH 1 - PROGRESS: at 68.38% examples, 218819 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:33,527 : INFO : EPOCH 1 - PROGRESS: at 68.51% examples, 218828 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:34,543 : INFO : EPOCH 1 - PROGRESS: at 68.64% examples, 218823 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:35,574 : INFO : EPOCH 1 - PROGRESS: at 68.76% examples, 218812 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:36,590 : INFO : EPOCH 1 - PROGRESS: at 68.89% examples, 218822 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:37,619 : INFO : EPOCH 1 - PROGRESS: at 69.00% examples, 218813 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:38,644 : INFO : EPOCH 1 - PROGRESS: at 69.11% examples, 218813 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:39,661 : INFO : EPOCH 1 - PROGRESS: at 69.21% examples, 218814 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:40,679 : INFO : EPOCH 1 - PROGRESS: at 69.32% examples, 218828 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:41,711 : INFO : EPOCH 1 - PROGRESS: at 69.44% examples, 218803 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:42,749 : INFO : EPOCH 1 - PROGRESS: at 69.56% examples, 218813 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:43,765 : INFO : EPOCH 1 - PROGRESS: at 69.67% examples, 218812 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:44,777 : INFO : EPOCH 1 - PROGRESS: at 69.78% examples, 218823 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:45,785 : INFO : EPOCH 1 - PROGRESS: at 69.89% examples, 218803 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:46,828 : INFO : EPOCH 1 - PROGRESS: at 70.02% examples, 218804 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:47,897 : INFO : EPOCH 1 - PROGRESS: at 70.15% examples, 218799 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:48,915 : INFO : EPOCH 1 - PROGRESS: at 70.28% examples, 218815 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:49,917 : INFO : EPOCH 1 - PROGRESS: at 70.40% examples, 218821 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:50,922 : INFO : EPOCH 1 - PROGRESS: at 70.51% examples, 218811 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:51,931 : INFO : EPOCH 1 - PROGRESS: at 70.64% examples, 218815 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:52,975 : INFO : EPOCH 1 - PROGRESS: at 70.77% examples, 218814 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:54,000 : INFO : EPOCH 1 - PROGRESS: at 70.89% examples, 218813 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:55,010 : INFO : EPOCH 1 - PROGRESS: at 71.01% examples, 218817 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:56,019 : INFO : EPOCH 1 - PROGRESS: at 71.14% examples, 218825 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:57,027 : INFO : EPOCH 1 - PROGRESS: at 71.25% examples, 218819 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:58,033 : INFO : EPOCH 1 - PROGRESS: at 71.36% examples, 218816 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:44:59,043 : INFO : EPOCH 1 - PROGRESS: at 71.47% examples, 218816 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:00,043 : INFO : EPOCH 1 - PROGRESS: at 71.61% examples, 218817 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:01,053 : INFO : EPOCH 1 - PROGRESS: at 71.74% examples, 218817 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:02,097 : INFO : EPOCH 1 - PROGRESS: at 71.87% examples, 218809 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:03,164 : INFO : EPOCH 1 - PROGRESS: at 71.99% examples, 218803 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:04,203 : INFO : EPOCH 1 - PROGRESS: at 72.11% examples, 218802 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:05,211 : INFO : EPOCH 1 - PROGRESS: at 72.22% examples, 218812 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:06,254 : INFO : EPOCH 1 - PROGRESS: at 72.35% examples, 218799 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:07,260 : INFO : EPOCH 1 - PROGRESS: at 72.47% examples, 218812 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:08,270 : INFO : EPOCH 1 - PROGRESS: at 72.57% examples, 218805 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:09,329 : INFO : EPOCH 1 - PROGRESS: at 72.69% examples, 218801 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:10,376 : INFO : EPOCH 1 - PROGRESS: at 72.80% examples, 218802 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:11,387 : INFO : EPOCH 1 - PROGRESS: at 72.91% examples, 218805 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:12,406 : INFO : EPOCH 1 - PROGRESS: at 73.03% examples, 218817 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:13,431 : INFO : EPOCH 1 - PROGRESS: at 73.14% examples, 218811 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:14,479 : INFO : EPOCH 1 - PROGRESS: at 73.28% examples, 218810 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:15,515 : INFO : EPOCH 1 - PROGRESS: at 73.39% examples, 218810 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:16,529 : INFO : EPOCH 1 - PROGRESS: at 73.51% examples, 218822 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:17,538 : INFO : EPOCH 1 - PROGRESS: at 73.62% examples, 218810 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:18,558 : INFO : EPOCH 1 - PROGRESS: at 73.75% examples, 218800 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:19,583 : INFO : EPOCH 1 - PROGRESS: at 73.86% examples, 218799 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:20,590 : INFO : EPOCH 1 - PROGRESS: at 73.98% examples, 218809 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:21,598 : INFO : EPOCH 1 - PROGRESS: at 74.10% examples, 218808 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:22,601 : INFO : EPOCH 1 - PROGRESS: at 74.24% examples, 218815 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:23,644 : INFO : EPOCH 1 - PROGRESS: at 74.35% examples, 218807 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:24,703 : INFO : EPOCH 1 - PROGRESS: at 74.48% examples, 218803 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:25,732 : INFO : EPOCH 1 - PROGRESS: at 74.59% examples, 218807 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:26,741 : INFO : EPOCH 1 - PROGRESS: at 74.71% examples, 218812 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:27,784 : INFO : EPOCH 1 - PROGRESS: at 74.83% examples, 218808 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:28,789 : INFO : EPOCH 1 - PROGRESS: at 74.94% examples, 218810 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:29,804 : INFO : EPOCH 1 - PROGRESS: at 75.07% examples, 218808 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:30,823 : INFO : EPOCH 1 - PROGRESS: at 75.21% examples, 218806 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:31,845 : INFO : EPOCH 1 - PROGRESS: at 75.32% examples, 218801 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:32,872 : INFO : EPOCH 1 - PROGRESS: at 75.45% examples, 218797 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:33,900 : INFO : EPOCH 1 - PROGRESS: at 75.56% examples, 218783 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:34,906 : INFO : EPOCH 1 - PROGRESS: at 75.68% examples, 218779 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:35,923 : INFO : EPOCH 1 - PROGRESS: at 75.81% examples, 218756 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:36,926 : INFO : EPOCH 1 - PROGRESS: at 75.91% examples, 218696 words/s, in_qsize 8, out_qsize 0
2020-07-16 18:45:37,946 : INFO : EPOCH 1 - PROGRESS: at 76.01% examples, 218668 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:38,971 : INFO : EPOCH 1 - PROGRESS: at 76.13% examples, 218660 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:39,980 : INFO : EPOCH 1 - PROGRESS: at 76.25% examples, 218670 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:40,989 : INFO : EPOCH 1 - PROGRESS: at 76.36% examples, 218675 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:42,008 : INFO : EPOCH 1 - PROGRESS: at 76.47% examples, 218673 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:43,053 : INFO : EPOCH 1 - PROGRESS: at 76.59% examples, 218671 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:44,057 : INFO : EPOCH 1 - PROGRESS: at 76.71% examples, 218681 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:45,064 : INFO : EPOCH 1 - PROGRESS: at 76.84% examples, 218676 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:46,072 : INFO : EPOCH 1 - PROGRESS: at 76.94% examples, 218677 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:47,093 : INFO : EPOCH 1 - PROGRESS: at 77.06% examples, 218673 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:48,137 : INFO : EPOCH 1 - PROGRESS: at 77.18% examples, 218674 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:49,156 : INFO : EPOCH 1 - PROGRESS: at 77.30% examples, 218679 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:50,169 : INFO : EPOCH 1 - PROGRESS: at 77.44% examples, 218681 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:51,189 : INFO : EPOCH 1 - PROGRESS: at 77.55% examples, 218683 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:52,227 : INFO : EPOCH 1 - PROGRESS: at 77.66% examples, 218679 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:53,232 : INFO : EPOCH 1 - PROGRESS: at 77.78% examples, 218686 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:54,239 : INFO : EPOCH 1 - PROGRESS: at 77.89% examples, 218689 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:55,285 : INFO : EPOCH 1 - PROGRESS: at 78.02% examples, 218675 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:56,303 : INFO : EPOCH 1 - PROGRESS: at 78.14% examples, 218685 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:57,309 : INFO : EPOCH 1 - PROGRESS: at 78.26% examples, 218684 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:58,374 : INFO : EPOCH 1 - PROGRESS: at 78.37% examples, 218678 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:45:59,382 : INFO : EPOCH 1 - PROGRESS: at 78.48% examples, 218687 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:00,392 : INFO : EPOCH 1 - PROGRESS: at 78.60% examples, 218688 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:01,418 : INFO : EPOCH 1 - PROGRESS: at 78.71% examples, 218685 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:02,515 : INFO : EPOCH 1 - PROGRESS: at 78.83% examples, 218679 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:03,539 : INFO : EPOCH 1 - PROGRESS: at 78.94% examples, 218686 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:04,551 : INFO : EPOCH 1 - PROGRESS: at 79.06% examples, 218687 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:05,558 : INFO : EPOCH 1 - PROGRESS: at 79.19% examples, 218686 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:06,565 : INFO : EPOCH 1 - PROGRESS: at 79.30% examples, 218690 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:07,596 : INFO : EPOCH 1 - PROGRESS: at 79.43% examples, 218690 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:08,634 : INFO : EPOCH 1 - PROGRESS: at 79.56% examples, 218676 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:09,645 : INFO : EPOCH 1 - PROGRESS: at 79.66% examples, 218681 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:10,696 : INFO : EPOCH 1 - PROGRESS: at 79.79% examples, 218685 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:11,699 : INFO : EPOCH 1 - PROGRESS: at 79.92% examples, 218690 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:12,712 : INFO : EPOCH 1 - PROGRESS: at 80.04% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:13,759 : INFO : EPOCH 1 - PROGRESS: at 80.17% examples, 218691 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:14,765 : INFO : EPOCH 1 - PROGRESS: at 80.28% examples, 218695 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:15,803 : INFO : EPOCH 1 - PROGRESS: at 80.39% examples, 218688 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:16,813 : INFO : EPOCH 1 - PROGRESS: at 80.51% examples, 218688 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:17,829 : INFO : EPOCH 1 - PROGRESS: at 80.62% examples, 218681 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:18,839 : INFO : EPOCH 1 - PROGRESS: at 80.75% examples, 218685 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:19,927 : INFO : EPOCH 1 - PROGRESS: at 80.89% examples, 218676 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:20,960 : INFO : EPOCH 1 - PROGRESS: at 81.01% examples, 218682 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:21,967 : INFO : EPOCH 1 - PROGRESS: at 81.15% examples, 218681 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:22,991 : INFO : EPOCH 1 - PROGRESS: at 81.27% examples, 218679 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:24,072 : INFO : EPOCH 1 - PROGRESS: at 81.39% examples, 218675 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:25,090 : INFO : EPOCH 1 - PROGRESS: at 81.50% examples, 218680 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:26,121 : INFO : EPOCH 1 - PROGRESS: at 81.63% examples, 218685 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:27,162 : INFO : EPOCH 1 - PROGRESS: at 81.75% examples, 218686 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:28,234 : INFO : EPOCH 1 - PROGRESS: at 81.87% examples, 218685 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:29,240 : INFO : EPOCH 1 - PROGRESS: at 81.99% examples, 218679 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:30,249 : INFO : EPOCH 1 - PROGRESS: at 82.09% examples, 218691 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:31,267 : INFO : EPOCH 1 - PROGRESS: at 82.19% examples, 218691 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:32,272 : INFO : EPOCH 1 - PROGRESS: at 82.32% examples, 218688 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:33,301 : INFO : EPOCH 1 - PROGRESS: at 82.44% examples, 218684 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:34,362 : INFO : EPOCH 1 - PROGRESS: at 82.58% examples, 218683 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:35,386 : INFO : EPOCH 1 - PROGRESS: at 82.71% examples, 218686 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:36,418 : INFO : EPOCH 1 - PROGRESS: at 82.82% examples, 218689 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:37,425 : INFO : EPOCH 1 - PROGRESS: at 82.94% examples, 218688 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:38,498 : INFO : EPOCH 1 - PROGRESS: at 83.07% examples, 218678 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:39,527 : INFO : EPOCH 1 - PROGRESS: at 83.19% examples, 218682 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:40,543 : INFO : EPOCH 1 - PROGRESS: at 83.32% examples, 218687 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:41,558 : INFO : EPOCH 1 - PROGRESS: at 83.43% examples, 218677 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:42,571 : INFO : EPOCH 1 - PROGRESS: at 83.54% examples, 218686 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:43,583 : INFO : EPOCH 1 - PROGRESS: at 83.65% examples, 218698 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:44,586 : INFO : EPOCH 1 - PROGRESS: at 83.77% examples, 218696 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:45,589 : INFO : EPOCH 1 - PROGRESS: at 83.89% examples, 218688 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:46,599 : INFO : EPOCH 1 - PROGRESS: at 84.01% examples, 218697 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:47,615 : INFO : EPOCH 1 - PROGRESS: at 84.14% examples, 218692 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:48,626 : INFO : EPOCH 1 - PROGRESS: at 84.25% examples, 218702 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:49,674 : INFO : EPOCH 1 - PROGRESS: at 84.37% examples, 218695 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:50,688 : INFO : EPOCH 1 - PROGRESS: at 84.49% examples, 218697 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:51,701 : INFO : EPOCH 1 - PROGRESS: at 84.60% examples, 218694 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:52,724 : INFO : EPOCH 1 - PROGRESS: at 84.72% examples, 218689 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:53,733 : INFO : EPOCH 1 - PROGRESS: at 84.84% examples, 218700 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:54,784 : INFO : EPOCH 1 - PROGRESS: at 84.96% examples, 218685 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:55,833 : INFO : EPOCH 1 - PROGRESS: at 85.09% examples, 218689 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:56,841 : INFO : EPOCH 1 - PROGRESS: at 85.20% examples, 218698 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:57,868 : INFO : EPOCH 1 - PROGRESS: at 85.30% examples, 218688 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:58,872 : INFO : EPOCH 1 - PROGRESS: at 85.44% examples, 218705 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:46:59,888 : INFO : EPOCH 1 - PROGRESS: at 85.55% examples, 218704 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:00,895 : INFO : EPOCH 1 - PROGRESS: at 85.68% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:01,918 : INFO : EPOCH 1 - PROGRESS: at 85.79% examples, 218690 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:02,962 : INFO : EPOCH 1 - PROGRESS: at 85.93% examples, 218687 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:03,972 : INFO : EPOCH 1 - PROGRESS: at 86.04% examples, 218697 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:04,983 : INFO : EPOCH 1 - PROGRESS: at 86.17% examples, 218686 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:06,016 : INFO : EPOCH 1 - PROGRESS: at 86.28% examples, 218686 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:07,035 : INFO : EPOCH 1 - PROGRESS: at 86.41% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:08,037 : INFO : EPOCH 1 - PROGRESS: at 86.52% examples, 218691 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:09,066 : INFO : EPOCH 1 - PROGRESS: at 86.63% examples, 218690 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:10,068 : INFO : EPOCH 1 - PROGRESS: at 86.75% examples, 218699 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:11,068 : INFO : EPOCH 1 - PROGRESS: at 86.87% examples, 218705 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:12,117 : INFO : EPOCH 1 - PROGRESS: at 86.99% examples, 218688 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:13,128 : INFO : EPOCH 1 - PROGRESS: at 87.10% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:14,150 : INFO : EPOCH 1 - PROGRESS: at 87.23% examples, 218696 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:15,153 : INFO : EPOCH 1 - PROGRESS: at 87.35% examples, 218702 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:16,161 : INFO : EPOCH 1 - PROGRESS: at 87.48% examples, 218691 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:17,170 : INFO : EPOCH 1 - PROGRESS: at 87.59% examples, 218695 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:18,180 : INFO : EPOCH 1 - PROGRESS: at 87.72% examples, 218697 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:19,198 : INFO : EPOCH 1 - PROGRESS: at 87.83% examples, 218689 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:20,198 : INFO : EPOCH 1 - PROGRESS: at 87.96% examples, 218699 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:21,247 : INFO : EPOCH 1 - PROGRESS: at 88.08% examples, 218683 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:22,332 : INFO : EPOCH 1 - PROGRESS: at 88.20% examples, 218679 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:23,382 : INFO : EPOCH 1 - PROGRESS: at 88.33% examples, 218695 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:24,385 : INFO : EPOCH 1 - PROGRESS: at 88.46% examples, 218690 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:25,399 : INFO : EPOCH 1 - PROGRESS: at 88.58% examples, 218694 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:26,420 : INFO : EPOCH 1 - PROGRESS: at 88.70% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:27,434 : INFO : EPOCH 1 - PROGRESS: at 88.82% examples, 218687 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:28,496 : INFO : EPOCH 1 - PROGRESS: at 88.95% examples, 218688 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:29,527 : INFO : EPOCH 1 - PROGRESS: at 89.06% examples, 218698 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:30,527 : INFO : EPOCH 1 - PROGRESS: at 89.17% examples, 218702 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:31,576 : INFO : EPOCH 1 - PROGRESS: at 89.28% examples, 218682 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:32,609 : INFO : EPOCH 1 - PROGRESS: at 89.40% examples, 218688 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:33,634 : INFO : EPOCH 1 - PROGRESS: at 89.52% examples, 218692 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:34,701 : INFO : EPOCH 1 - PROGRESS: at 89.65% examples, 218681 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:35,711 : INFO : EPOCH 1 - PROGRESS: at 89.78% examples, 218698 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:36,724 : INFO : EPOCH 1 - PROGRESS: at 89.90% examples, 218698 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:37,744 : INFO : EPOCH 1 - PROGRESS: at 90.03% examples, 218689 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:38,784 : INFO : EPOCH 1 - PROGRESS: at 90.15% examples, 218684 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:39,787 : INFO : EPOCH 1 - PROGRESS: at 90.26% examples, 218688 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:40,822 : INFO : EPOCH 1 - PROGRESS: at 90.38% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:41,857 : INFO : EPOCH 1 - PROGRESS: at 90.47% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:42,866 : INFO : EPOCH 1 - PROGRESS: at 90.59% examples, 218689 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:43,907 : INFO : EPOCH 1 - PROGRESS: at 90.72% examples, 218695 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:44,938 : INFO : EPOCH 1 - PROGRESS: at 90.85% examples, 218694 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:45,965 : INFO : EPOCH 1 - PROGRESS: at 90.96% examples, 218691 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:46,980 : INFO : EPOCH 1 - PROGRESS: at 91.07% examples, 218699 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:48,064 : INFO : EPOCH 1 - PROGRESS: at 91.19% examples, 218686 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:49,066 : INFO : EPOCH 1 - PROGRESS: at 91.32% examples, 218703 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:50,104 : INFO : EPOCH 1 - PROGRESS: at 91.45% examples, 218689 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:51,106 : INFO : EPOCH 1 - PROGRESS: at 91.56% examples, 218702 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:52,120 : INFO : EPOCH 1 - PROGRESS: at 91.67% examples, 218692 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:53,152 : INFO : EPOCH 1 - PROGRESS: at 91.78% examples, 218691 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:54,192 : INFO : EPOCH 1 - PROGRESS: at 91.90% examples, 218695 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:55,218 : INFO : EPOCH 1 - PROGRESS: at 92.02% examples, 218692 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:56,254 : INFO : EPOCH 1 - PROGRESS: at 92.11% examples, 218692 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:57,270 : INFO : EPOCH 1 - PROGRESS: at 92.27% examples, 218698 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:58,283 : INFO : EPOCH 1 - PROGRESS: at 92.39% examples, 218684 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:47:59,299 : INFO : EPOCH 1 - PROGRESS: at 92.50% examples, 218696 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:00,306 : INFO : EPOCH 1 - PROGRESS: at 92.61% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:01,373 : INFO : EPOCH 1 - PROGRESS: at 92.73% examples, 218686 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:02,378 : INFO : EPOCH 1 - PROGRESS: at 92.85% examples, 218698 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:03,381 : INFO : EPOCH 1 - PROGRESS: at 92.95% examples, 218697 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:04,397 : INFO : EPOCH 1 - PROGRESS: at 93.04% examples, 218691 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:05,424 : INFO : EPOCH 1 - PROGRESS: at 93.15% examples, 218694 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:06,446 : INFO : EPOCH 1 - PROGRESS: at 93.26% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:07,449 : INFO : EPOCH 1 - PROGRESS: at 93.38% examples, 218699 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:08,452 : INFO : EPOCH 1 - PROGRESS: at 93.50% examples, 218690 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:09,516 : INFO : EPOCH 1 - PROGRESS: at 93.61% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:10,521 : INFO : EPOCH 1 - PROGRESS: at 93.74% examples, 218706 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:11,558 : INFO : EPOCH 1 - PROGRESS: at 93.87% examples, 218687 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:12,588 : INFO : EPOCH 1 - PROGRESS: at 93.97% examples, 218696 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:13,653 : INFO : EPOCH 1 - PROGRESS: at 94.10% examples, 218694 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:14,661 : INFO : EPOCH 1 - PROGRESS: at 94.23% examples, 218702 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:15,688 : INFO : EPOCH 1 - PROGRESS: at 94.33% examples, 218701 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:16,708 : INFO : EPOCH 1 - PROGRESS: at 94.45% examples, 218697 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:17,746 : INFO : EPOCH 1 - PROGRESS: at 94.58% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:18,749 : INFO : EPOCH 1 - PROGRESS: at 94.70% examples, 218694 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:19,807 : INFO : EPOCH 1 - PROGRESS: at 94.83% examples, 218690 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:20,808 : INFO : EPOCH 1 - PROGRESS: at 94.96% examples, 218700 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:21,830 : INFO : EPOCH 1 - PROGRESS: at 95.05% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:22,875 : INFO : EPOCH 1 - PROGRESS: at 95.18% examples, 218701 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:23,907 : INFO : EPOCH 1 - PROGRESS: at 95.29% examples, 218699 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:24,945 : INFO : EPOCH 1 - PROGRESS: at 95.40% examples, 218703 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:25,970 : INFO : EPOCH 1 - PROGRESS: at 95.51% examples, 218698 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:26,971 : INFO : EPOCH 1 - PROGRESS: at 95.63% examples, 218696 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:28,021 : INFO : EPOCH 1 - PROGRESS: at 95.75% examples, 218700 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:29,040 : INFO : EPOCH 1 - PROGRESS: at 95.86% examples, 218706 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:30,067 : INFO : EPOCH 1 - PROGRESS: at 95.98% examples, 218703 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:31,099 : INFO : EPOCH 1 - PROGRESS: at 96.11% examples, 218701 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:32,104 : INFO : EPOCH 1 - PROGRESS: at 96.22% examples, 218692 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:33,119 : INFO : EPOCH 1 - PROGRESS: at 96.34% examples, 218707 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:34,157 : INFO : EPOCH 1 - PROGRESS: at 96.44% examples, 218692 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:35,189 : INFO : EPOCH 1 - PROGRESS: at 96.58% examples, 218702 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:36,236 : INFO : EPOCH 1 - PROGRESS: at 96.69% examples, 218700 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:37,269 : INFO : EPOCH 1 - PROGRESS: at 96.82% examples, 218701 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:38,270 : INFO : EPOCH 1 - PROGRESS: at 96.92% examples, 218704 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:39,300 : INFO : EPOCH 1 - PROGRESS: at 97.03% examples, 218697 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:40,365 : INFO : EPOCH 1 - PROGRESS: at 97.15% examples, 218704 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:41,365 : INFO : EPOCH 1 - PROGRESS: at 97.28% examples, 218710 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:42,365 : INFO : EPOCH 1 - PROGRESS: at 97.39% examples, 218709 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:43,385 : INFO : EPOCH 1 - PROGRESS: at 97.51% examples, 218694 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:44,400 : INFO : EPOCH 1 - PROGRESS: at 97.66% examples, 218701 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:45,401 : INFO : EPOCH 1 - PROGRESS: at 97.79% examples, 218695 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:46,432 : INFO : EPOCH 1 - PROGRESS: at 97.91% examples, 218701 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:47,454 : INFO : EPOCH 1 - PROGRESS: at 98.04% examples, 218700 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:48,461 : INFO : EPOCH 1 - PROGRESS: at 98.18% examples, 218705 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:49,489 : INFO : EPOCH 1 - PROGRESS: at 98.28% examples, 218704 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:50,497 : INFO : EPOCH 1 - PROGRESS: at 98.39% examples, 218708 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:51,530 : INFO : EPOCH 1 - PROGRESS: at 98.52% examples, 218703 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:52,533 : INFO : EPOCH 1 - PROGRESS: at 98.63% examples, 218703 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:53,627 : INFO : EPOCH 1 - PROGRESS: at 98.75% examples, 218694 words/s, in_qsize 6, out_qsize 1
2020-07-16 18:48:54,655 : INFO : EPOCH 1 - PROGRESS: at 98.87% examples, 218706 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:55,660 : INFO : EPOCH 1 - PROGRESS: at 98.98% examples, 218705 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:56,667 : INFO : EPOCH 1 - PROGRESS: at 99.12% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:57,746 : INFO : EPOCH 1 - PROGRESS: at 99.23% examples, 218696 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:58,797 : INFO : EPOCH 1 - PROGRESS: at 99.36% examples, 218699 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:48:59,832 : INFO : EPOCH 1 - PROGRESS: at 99.48% examples, 218706 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:00,931 : INFO : EPOCH 1 - PROGRESS: at 99.59% examples, 218693 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:01,941 : INFO : EPOCH 1 - PROGRESS: at 99.72% examples, 218702 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:02,954 : INFO : EPOCH 1 - PROGRESS: at 99.83% examples, 218702 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:03,960 : INFO : EPOCH 1 - PROGRESS: at 99.94% examples, 218702 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:04,483 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 18:49:04,522 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 18:49:04,540 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 18:49:04,572 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 18:49:04,573 : INFO : EPOCH - 1 : training on 247361374 raw words (187346054 effective words) took 856.6s, 218708 effective words/s
2020-07-16 18:49:05,643 : INFO : EPOCH 2 - PROGRESS: at 0.12% examples, 201255 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:06,653 : INFO : EPOCH 2 - PROGRESS: at 0.23% examples, 211906 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:07,713 : INFO : EPOCH 2 - PROGRESS: at 0.36% examples, 213688 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:08,772 : INFO : EPOCH 2 - PROGRESS: at 0.48% examples, 214644 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:09,794 : INFO : EPOCH 2 - PROGRESS: at 0.62% examples, 215531 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:10,807 : INFO : EPOCH 2 - PROGRESS: at 0.75% examples, 217245 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:11,859 : INFO : EPOCH 2 - PROGRESS: at 0.88% examples, 216797 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:12,926 : INFO : EPOCH 2 - PROGRESS: at 1.01% examples, 216554 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:13,953 : INFO : EPOCH 2 - PROGRESS: at 1.12% examples, 217279 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:14,990 : INFO : EPOCH 2 - PROGRESS: at 1.23% examples, 217281 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:16,001 : INFO : EPOCH 2 - PROGRESS: at 1.35% examples, 217611 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:17,004 : INFO : EPOCH 2 - PROGRESS: at 1.48% examples, 217625 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:18,022 : INFO : EPOCH 2 - PROGRESS: at 1.59% examples, 217931 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:19,088 : INFO : EPOCH 2 - PROGRESS: at 1.71% examples, 217889 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:20,150 : INFO : EPOCH 2 - PROGRESS: at 1.83% examples, 218139 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:21,179 : INFO : EPOCH 2 - PROGRESS: at 1.96% examples, 217895 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:22,186 : INFO : EPOCH 2 - PROGRESS: at 2.09% examples, 218473 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:23,191 : INFO : EPOCH 2 - PROGRESS: at 2.21% examples, 218367 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:24,208 : INFO : EPOCH 2 - PROGRESS: at 2.33% examples, 218359 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:25,222 : INFO : EPOCH 2 - PROGRESS: at 2.44% examples, 218534 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:26,239 : INFO : EPOCH 2 - PROGRESS: at 2.57% examples, 218231 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:27,259 : INFO : EPOCH 2 - PROGRESS: at 2.66% examples, 218416 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:28,290 : INFO : EPOCH 2 - PROGRESS: at 2.77% examples, 218452 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:29,311 : INFO : EPOCH 2 - PROGRESS: at 2.87% examples, 218237 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:30,338 : INFO : EPOCH 2 - PROGRESS: at 2.98% examples, 218419 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:31,339 : INFO : EPOCH 2 - PROGRESS: at 3.10% examples, 218322 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:32,350 : INFO : EPOCH 2 - PROGRESS: at 3.22% examples, 218469 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:33,374 : INFO : EPOCH 2 - PROGRESS: at 3.35% examples, 218368 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:34,395 : INFO : EPOCH 2 - PROGRESS: at 3.47% examples, 218501 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:35,397 : INFO : EPOCH 2 - PROGRESS: at 3.58% examples, 218409 words/s, in_qsize 6, out_qsize 1
2020-07-16 18:49:36,413 : INFO : EPOCH 2 - PROGRESS: at 3.72% examples, 218612 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:37,499 : INFO : EPOCH 2 - PROGRESS: at 3.83% examples, 218283 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:38,577 : INFO : EPOCH 2 - PROGRESS: at 3.96% examples, 218261 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:39,620 : INFO : EPOCH 2 - PROGRESS: at 4.10% examples, 218401 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:40,641 : INFO : EPOCH 2 - PROGRESS: at 4.23% examples, 218535 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:41,642 : INFO : EPOCH 2 - PROGRESS: at 4.33% examples, 218439 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:42,643 : INFO : EPOCH 2 - PROGRESS: at 4.45% examples, 218515 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:43,690 : INFO : EPOCH 2 - PROGRESS: at 4.57% examples, 218531 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:44,709 : INFO : EPOCH 2 - PROGRESS: at 4.69% examples, 218605 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:45,716 : INFO : EPOCH 2 - PROGRESS: at 4.81% examples, 218620 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:46,739 : INFO : EPOCH 2 - PROGRESS: at 4.94% examples, 218689 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:47,765 : INFO : EPOCH 2 - PROGRESS: at 5.08% examples, 218606 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:48,770 : INFO : EPOCH 2 - PROGRESS: at 5.20% examples, 218724 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:49,786 : INFO : EPOCH 2 - PROGRESS: at 5.31% examples, 218671 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:50,816 : INFO : EPOCH 2 - PROGRESS: at 5.44% examples, 218724 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:51,824 : INFO : EPOCH 2 - PROGRESS: at 5.55% examples, 218700 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:52,861 : INFO : EPOCH 2 - PROGRESS: at 5.68% examples, 218651 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:53,895 : INFO : EPOCH 2 - PROGRESS: at 5.78% examples, 218632 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:54,923 : INFO : EPOCH 2 - PROGRESS: at 5.91% examples, 218763 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:55,950 : INFO : EPOCH 2 - PROGRESS: at 6.04% examples, 218664 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:56,966 : INFO : EPOCH 2 - PROGRESS: at 6.15% examples, 218752 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:58,030 : INFO : EPOCH 2 - PROGRESS: at 6.28% examples, 218601 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:49:59,069 : INFO : EPOCH 2 - PROGRESS: at 6.39% examples, 218581 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:00,093 : INFO : EPOCH 2 - PROGRESS: at 6.51% examples, 218715 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:01,190 : INFO : EPOCH 2 - PROGRESS: at 6.63% examples, 218556 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:02,219 : INFO : EPOCH 2 - PROGRESS: at 6.74% examples, 218654 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:03,233 : INFO : EPOCH 2 - PROGRESS: at 6.87% examples, 218583 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:04,263 : INFO : EPOCH 2 - PROGRESS: at 6.97% examples, 218526 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:05,276 : INFO : EPOCH 2 - PROGRESS: at 7.09% examples, 218496 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:06,316 : INFO : EPOCH 2 - PROGRESS: at 7.20% examples, 218392 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:07,354 : INFO : EPOCH 2 - PROGRESS: at 7.32% examples, 218346 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:08,415 : INFO : EPOCH 2 - PROGRESS: at 7.44% examples, 218304 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:09,423 : INFO : EPOCH 2 - PROGRESS: at 7.56% examples, 218139 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:10,429 : INFO : EPOCH 2 - PROGRESS: at 7.65% examples, 217679 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:11,531 : INFO : EPOCH 2 - PROGRESS: at 7.76% examples, 217196 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:12,568 : INFO : EPOCH 2 - PROGRESS: at 7.88% examples, 217253 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:13,604 : INFO : EPOCH 2 - PROGRESS: at 7.99% examples, 217294 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:14,621 : INFO : EPOCH 2 - PROGRESS: at 8.12% examples, 217308 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:15,640 : INFO : EPOCH 2 - PROGRESS: at 8.22% examples, 217325 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:16,657 : INFO : EPOCH 2 - PROGRESS: at 8.35% examples, 217429 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:17,664 : INFO : EPOCH 2 - PROGRESS: at 8.46% examples, 217472 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:18,684 : INFO : EPOCH 2 - PROGRESS: at 8.58% examples, 217431 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:19,725 : INFO : EPOCH 2 - PROGRESS: at 8.73% examples, 217442 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:20,728 : INFO : EPOCH 2 - PROGRESS: at 8.86% examples, 217459 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:21,762 : INFO : EPOCH 2 - PROGRESS: at 8.96% examples, 217473 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:22,770 : INFO : EPOCH 2 - PROGRESS: at 9.07% examples, 217526 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:23,795 : INFO : EPOCH 2 - PROGRESS: at 9.19% examples, 217404 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:24,812 : INFO : EPOCH 2 - PROGRESS: at 9.30% examples, 217428 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:25,853 : INFO : EPOCH 2 - PROGRESS: at 9.43% examples, 217470 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:26,872 : INFO : EPOCH 2 - PROGRESS: at 9.55% examples, 217464 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:27,872 : INFO : EPOCH 2 - PROGRESS: at 9.66% examples, 217538 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:28,881 : INFO : EPOCH 2 - PROGRESS: at 9.77% examples, 217492 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:29,898 : INFO : EPOCH 2 - PROGRESS: at 9.90% examples, 217610 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:30,972 : INFO : EPOCH 2 - PROGRESS: at 10.02% examples, 217522 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:31,972 : INFO : EPOCH 2 - PROGRESS: at 10.14% examples, 217603 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:32,975 : INFO : EPOCH 2 - PROGRESS: at 10.23% examples, 217636 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:34,044 : INFO : EPOCH 2 - PROGRESS: at 10.33% examples, 217502 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:35,086 : INFO : EPOCH 2 - PROGRESS: at 10.46% examples, 217532 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:36,114 : INFO : EPOCH 2 - PROGRESS: at 10.61% examples, 217561 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:37,158 : INFO : EPOCH 2 - PROGRESS: at 10.75% examples, 217577 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:38,192 : INFO : EPOCH 2 - PROGRESS: at 10.86% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:39,206 : INFO : EPOCH 2 - PROGRESS: at 10.97% examples, 217653 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:40,231 : INFO : EPOCH 2 - PROGRESS: at 11.10% examples, 217658 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:41,242 : INFO : EPOCH 2 - PROGRESS: at 11.23% examples, 217685 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:42,252 : INFO : EPOCH 2 - PROGRESS: at 11.32% examples, 217667 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:43,269 : INFO : EPOCH 2 - PROGRESS: at 11.43% examples, 217690 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:44,280 : INFO : EPOCH 2 - PROGRESS: at 11.56% examples, 217683 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:45,362 : INFO : EPOCH 2 - PROGRESS: at 11.69% examples, 217668 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:46,373 : INFO : EPOCH 2 - PROGRESS: at 11.80% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:47,380 : INFO : EPOCH 2 - PROGRESS: at 11.93% examples, 217684 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:48,388 : INFO : EPOCH 2 - PROGRESS: at 12.03% examples, 217747 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:49,392 : INFO : EPOCH 2 - PROGRESS: at 12.15% examples, 217773 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:50,393 : INFO : EPOCH 2 - PROGRESS: at 12.26% examples, 217756 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:51,399 : INFO : EPOCH 2 - PROGRESS: at 12.38% examples, 217775 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:52,420 : INFO : EPOCH 2 - PROGRESS: at 12.50% examples, 217761 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:53,459 : INFO : EPOCH 2 - PROGRESS: at 12.61% examples, 217833 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:54,538 : INFO : EPOCH 2 - PROGRESS: at 12.73% examples, 217759 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:55,544 : INFO : EPOCH 2 - PROGRESS: at 12.85% examples, 217827 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:56,614 : INFO : EPOCH 2 - PROGRESS: at 12.97% examples, 217785 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:57,632 : INFO : EPOCH 2 - PROGRESS: at 13.07% examples, 217793 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:58,652 : INFO : EPOCH 2 - PROGRESS: at 13.19% examples, 217816 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:50:59,684 : INFO : EPOCH 2 - PROGRESS: at 13.32% examples, 217833 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:00,693 : INFO : EPOCH 2 - PROGRESS: at 13.43% examples, 217849 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:01,714 : INFO : EPOCH 2 - PROGRESS: at 13.55% examples, 217830 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:02,777 : INFO : EPOCH 2 - PROGRESS: at 13.67% examples, 217824 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:03,829 : INFO : EPOCH 2 - PROGRESS: at 13.79% examples, 217858 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:04,887 : INFO : EPOCH 2 - PROGRESS: at 13.90% examples, 217812 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:05,950 : INFO : EPOCH 2 - PROGRESS: at 14.03% examples, 217840 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:07,013 : INFO : EPOCH 2 - PROGRESS: at 14.18% examples, 217877 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:08,068 : INFO : EPOCH 2 - PROGRESS: at 14.30% examples, 217879 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:09,106 : INFO : EPOCH 2 - PROGRESS: at 14.44% examples, 217909 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:10,167 : INFO : EPOCH 2 - PROGRESS: at 14.56% examples, 217887 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:11,191 : INFO : EPOCH 2 - PROGRESS: at 14.69% examples, 217930 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:12,216 : INFO : EPOCH 2 - PROGRESS: at 14.79% examples, 217883 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:13,220 : INFO : EPOCH 2 - PROGRESS: at 14.90% examples, 217954 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:14,241 : INFO : EPOCH 2 - PROGRESS: at 15.02% examples, 217936 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:15,291 : INFO : EPOCH 2 - PROGRESS: at 15.14% examples, 217933 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:16,326 : INFO : EPOCH 2 - PROGRESS: at 15.26% examples, 217981 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:17,352 : INFO : EPOCH 2 - PROGRESS: at 15.39% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:18,365 : INFO : EPOCH 2 - PROGRESS: at 15.51% examples, 217981 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:19,384 : INFO : EPOCH 2 - PROGRESS: at 15.64% examples, 217932 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:20,446 : INFO : EPOCH 2 - PROGRESS: at 15.76% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:21,496 : INFO : EPOCH 2 - PROGRESS: at 15.90% examples, 218003 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:22,502 : INFO : EPOCH 2 - PROGRESS: at 16.03% examples, 218001 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:23,529 : INFO : EPOCH 2 - PROGRESS: at 16.15% examples, 218062 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:24,570 : INFO : EPOCH 2 - PROGRESS: at 16.27% examples, 218027 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:25,606 : INFO : EPOCH 2 - PROGRESS: at 16.41% examples, 218052 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:26,622 : INFO : EPOCH 2 - PROGRESS: at 16.55% examples, 218093 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:27,646 : INFO : EPOCH 2 - PROGRESS: at 16.66% examples, 218027 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:28,662 : INFO : EPOCH 2 - PROGRESS: at 16.78% examples, 218053 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:29,697 : INFO : EPOCH 2 - PROGRESS: at 16.89% examples, 218057 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:30,701 : INFO : EPOCH 2 - PROGRESS: at 17.00% examples, 218057 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:31,712 : INFO : EPOCH 2 - PROGRESS: at 17.11% examples, 218100 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:32,732 : INFO : EPOCH 2 - PROGRESS: at 17.23% examples, 218112 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:33,734 : INFO : EPOCH 2 - PROGRESS: at 17.35% examples, 218088 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:34,748 : INFO : EPOCH 2 - PROGRESS: at 17.47% examples, 218143 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:35,770 : INFO : EPOCH 2 - PROGRESS: at 17.58% examples, 218106 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:36,777 : INFO : EPOCH 2 - PROGRESS: at 17.68% examples, 218085 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:37,806 : INFO : EPOCH 2 - PROGRESS: at 17.82% examples, 218065 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:38,821 : INFO : EPOCH 2 - PROGRESS: at 17.94% examples, 218133 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:39,836 : INFO : EPOCH 2 - PROGRESS: at 18.05% examples, 218131 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:40,838 : INFO : EPOCH 2 - PROGRESS: at 18.17% examples, 218185 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:41,856 : INFO : EPOCH 2 - PROGRESS: at 18.26% examples, 218154 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:42,905 : INFO : EPOCH 2 - PROGRESS: at 18.38% examples, 218138 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:43,917 : INFO : EPOCH 2 - PROGRESS: at 18.49% examples, 218168 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:44,918 : INFO : EPOCH 2 - PROGRESS: at 18.60% examples, 218156 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:45,921 : INFO : EPOCH 2 - PROGRESS: at 18.74% examples, 218178 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:46,941 : INFO : EPOCH 2 - PROGRESS: at 18.84% examples, 218128 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:47,948 : INFO : EPOCH 2 - PROGRESS: at 18.96% examples, 218170 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:48,960 : INFO : EPOCH 2 - PROGRESS: at 19.09% examples, 218175 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:50,008 : INFO : EPOCH 2 - PROGRESS: at 19.20% examples, 218146 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:51,026 : INFO : EPOCH 2 - PROGRESS: at 19.33% examples, 218217 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:52,062 : INFO : EPOCH 2 - PROGRESS: at 19.45% examples, 218214 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:53,069 : INFO : EPOCH 2 - PROGRESS: at 19.57% examples, 218239 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:54,102 : INFO : EPOCH 2 - PROGRESS: at 19.70% examples, 218205 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:55,103 : INFO : EPOCH 2 - PROGRESS: at 19.80% examples, 218201 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:56,188 : INFO : EPOCH 2 - PROGRESS: at 19.95% examples, 218175 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:57,245 : INFO : EPOCH 2 - PROGRESS: at 20.10% examples, 218171 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:58,262 : INFO : EPOCH 2 - PROGRESS: at 20.23% examples, 218193 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:51:59,278 : INFO : EPOCH 2 - PROGRESS: at 20.34% examples, 218236 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:00,353 : INFO : EPOCH 2 - PROGRESS: at 20.46% examples, 218174 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:01,359 : INFO : EPOCH 2 - PROGRESS: at 20.59% examples, 218208 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:02,406 : INFO : EPOCH 2 - PROGRESS: at 20.71% examples, 218195 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:03,431 : INFO : EPOCH 2 - PROGRESS: at 20.84% examples, 218244 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:04,433 : INFO : EPOCH 2 - PROGRESS: at 20.96% examples, 218248 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:05,458 : INFO : EPOCH 2 - PROGRESS: at 21.08% examples, 218215 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:06,483 : INFO : EPOCH 2 - PROGRESS: at 21.19% examples, 218221 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:07,493 : INFO : EPOCH 2 - PROGRESS: at 21.31% examples, 218221 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:08,538 : INFO : EPOCH 2 - PROGRESS: at 21.43% examples, 218255 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:09,550 : INFO : EPOCH 2 - PROGRESS: at 21.56% examples, 218232 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:10,562 : INFO : EPOCH 2 - PROGRESS: at 21.69% examples, 218268 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:11,623 : INFO : EPOCH 2 - PROGRESS: at 21.80% examples, 218224 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:12,670 : INFO : EPOCH 2 - PROGRESS: at 21.94% examples, 218247 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:13,677 : INFO : EPOCH 2 - PROGRESS: at 22.06% examples, 218231 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:14,785 : INFO : EPOCH 2 - PROGRESS: at 22.18% examples, 218209 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:15,807 : INFO : EPOCH 2 - PROGRESS: at 22.28% examples, 218262 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:16,846 : INFO : EPOCH 2 - PROGRESS: at 22.41% examples, 218245 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:17,846 : INFO : EPOCH 2 - PROGRESS: at 22.52% examples, 218254 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:18,870 : INFO : EPOCH 2 - PROGRESS: at 22.63% examples, 218223 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:19,878 : INFO : EPOCH 2 - PROGRESS: at 22.74% examples, 218274 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:20,924 : INFO : EPOCH 2 - PROGRESS: at 22.87% examples, 218254 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:21,925 : INFO : EPOCH 2 - PROGRESS: at 22.99% examples, 218297 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:22,947 : INFO : EPOCH 2 - PROGRESS: at 23.12% examples, 218289 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:23,962 : INFO : EPOCH 2 - PROGRESS: at 23.24% examples, 218293 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:24,994 : INFO : EPOCH 2 - PROGRESS: at 23.35% examples, 218278 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:26,016 : INFO : EPOCH 2 - PROGRESS: at 23.46% examples, 218293 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:27,017 : INFO : EPOCH 2 - PROGRESS: at 23.60% examples, 218321 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:28,031 : INFO : EPOCH 2 - PROGRESS: at 23.72% examples, 218300 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:29,035 : INFO : EPOCH 2 - PROGRESS: at 23.82% examples, 218302 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:30,065 : INFO : EPOCH 2 - PROGRESS: at 23.94% examples, 218317 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:31,069 : INFO : EPOCH 2 - PROGRESS: at 24.05% examples, 218315 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:32,098 : INFO : EPOCH 2 - PROGRESS: at 24.18% examples, 218307 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:33,099 : INFO : EPOCH 2 - PROGRESS: at 24.30% examples, 218294 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:34,102 : INFO : EPOCH 2 - PROGRESS: at 24.45% examples, 218340 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:35,134 : INFO : EPOCH 2 - PROGRESS: at 24.56% examples, 218339 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:36,191 : INFO : EPOCH 2 - PROGRESS: at 24.68% examples, 218317 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:37,206 : INFO : EPOCH 2 - PROGRESS: at 24.81% examples, 218335 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:38,215 : INFO : EPOCH 2 - PROGRESS: at 24.94% examples, 218359 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:39,259 : INFO : EPOCH 2 - PROGRESS: at 25.07% examples, 218350 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:40,276 : INFO : EPOCH 2 - PROGRESS: at 25.19% examples, 218321 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:41,276 : INFO : EPOCH 2 - PROGRESS: at 25.32% examples, 218336 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:42,304 : INFO : EPOCH 2 - PROGRESS: at 25.43% examples, 218348 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:43,307 : INFO : EPOCH 2 - PROGRESS: at 25.54% examples, 218332 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:44,309 : INFO : EPOCH 2 - PROGRESS: at 25.65% examples, 218359 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:45,310 : INFO : EPOCH 2 - PROGRESS: at 25.78% examples, 218354 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:46,350 : INFO : EPOCH 2 - PROGRESS: at 25.91% examples, 218358 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:47,385 : INFO : EPOCH 2 - PROGRESS: at 26.03% examples, 218373 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:48,425 : INFO : EPOCH 2 - PROGRESS: at 26.16% examples, 218365 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:49,465 : INFO : EPOCH 2 - PROGRESS: at 26.28% examples, 218379 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:50,472 : INFO : EPOCH 2 - PROGRESS: at 26.40% examples, 218367 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:51,473 : INFO : EPOCH 2 - PROGRESS: at 26.54% examples, 218380 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:52,544 : INFO : EPOCH 2 - PROGRESS: at 26.67% examples, 218366 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:53,547 : INFO : EPOCH 2 - PROGRESS: at 26.79% examples, 218402 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:54,584 : INFO : EPOCH 2 - PROGRESS: at 26.91% examples, 218397 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:55,604 : INFO : EPOCH 2 - PROGRESS: at 27.03% examples, 218399 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:56,626 : INFO : EPOCH 2 - PROGRESS: at 27.17% examples, 218400 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:57,629 : INFO : EPOCH 2 - PROGRESS: at 27.28% examples, 218412 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:58,634 : INFO : EPOCH 2 - PROGRESS: at 27.40% examples, 218396 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:52:59,648 : INFO : EPOCH 2 - PROGRESS: at 27.51% examples, 218437 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:00,667 : INFO : EPOCH 2 - PROGRESS: at 27.64% examples, 218411 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:01,712 : INFO : EPOCH 2 - PROGRESS: at 27.77% examples, 218402 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:02,735 : INFO : EPOCH 2 - PROGRESS: at 27.87% examples, 218427 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:03,744 : INFO : EPOCH 2 - PROGRESS: at 27.99% examples, 218462 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:04,754 : INFO : EPOCH 2 - PROGRESS: at 28.09% examples, 218433 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:05,769 : INFO : EPOCH 2 - PROGRESS: at 28.21% examples, 218428 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:06,769 : INFO : EPOCH 2 - PROGRESS: at 28.34% examples, 218423 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:07,778 : INFO : EPOCH 2 - PROGRESS: at 28.46% examples, 218460 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:08,839 : INFO : EPOCH 2 - PROGRESS: at 28.58% examples, 218399 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:09,895 : INFO : EPOCH 2 - PROGRESS: at 28.69% examples, 218419 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:10,912 : INFO : EPOCH 2 - PROGRESS: at 28.82% examples, 218445 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:11,916 : INFO : EPOCH 2 - PROGRESS: at 28.93% examples, 218446 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:12,929 : INFO : EPOCH 2 - PROGRESS: at 29.04% examples, 218444 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:13,957 : INFO : EPOCH 2 - PROGRESS: at 29.15% examples, 218438 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:14,973 : INFO : EPOCH 2 - PROGRESS: at 29.27% examples, 218424 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:15,982 : INFO : EPOCH 2 - PROGRESS: at 29.38% examples, 218440 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:17,017 : INFO : EPOCH 2 - PROGRESS: at 29.49% examples, 218443 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:18,031 : INFO : EPOCH 2 - PROGRESS: at 29.62% examples, 218458 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:19,088 : INFO : EPOCH 2 - PROGRESS: at 29.75% examples, 218439 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:20,139 : INFO : EPOCH 2 - PROGRESS: at 29.86% examples, 218432 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:21,221 : INFO : EPOCH 2 - PROGRESS: at 29.98% examples, 218433 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:22,232 : INFO : EPOCH 2 - PROGRESS: at 30.09% examples, 218461 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:23,294 : INFO : EPOCH 2 - PROGRESS: at 30.20% examples, 218456 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:24,329 : INFO : EPOCH 2 - PROGRESS: at 30.32% examples, 218461 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:25,357 : INFO : EPOCH 2 - PROGRESS: at 30.44% examples, 218463 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:26,357 : INFO : EPOCH 2 - PROGRESS: at 30.56% examples, 218457 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:27,378 : INFO : EPOCH 2 - PROGRESS: at 30.68% examples, 218490 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:28,407 : INFO : EPOCH 2 - PROGRESS: at 30.81% examples, 218450 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:29,419 : INFO : EPOCH 2 - PROGRESS: at 30.93% examples, 218468 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:30,434 : INFO : EPOCH 2 - PROGRESS: at 31.05% examples, 218492 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:31,453 : INFO : EPOCH 2 - PROGRESS: at 31.18% examples, 218464 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:32,496 : INFO : EPOCH 2 - PROGRESS: at 31.33% examples, 218480 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:33,519 : INFO : EPOCH 2 - PROGRESS: at 31.45% examples, 218478 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:34,547 : INFO : EPOCH 2 - PROGRESS: at 31.57% examples, 218478 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:35,586 : INFO : EPOCH 2 - PROGRESS: at 31.70% examples, 218481 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:36,615 : INFO : EPOCH 2 - PROGRESS: at 31.82% examples, 218496 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:37,621 : INFO : EPOCH 2 - PROGRESS: at 31.92% examples, 218507 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:38,664 : INFO : EPOCH 2 - PROGRESS: at 32.03% examples, 218483 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:39,700 : INFO : EPOCH 2 - PROGRESS: at 32.15% examples, 218480 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:40,724 : INFO : EPOCH 2 - PROGRESS: at 32.27% examples, 218459 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:41,744 : INFO : EPOCH 2 - PROGRESS: at 32.39% examples, 218477 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:42,786 : INFO : EPOCH 2 - PROGRESS: at 32.51% examples, 218489 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:43,836 : INFO : EPOCH 2 - PROGRESS: at 32.63% examples, 218471 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:44,847 : INFO : EPOCH 2 - PROGRESS: at 32.74% examples, 218473 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:45,863 : INFO : EPOCH 2 - PROGRESS: at 32.84% examples, 218494 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:46,883 : INFO : EPOCH 2 - PROGRESS: at 32.96% examples, 218481 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:47,916 : INFO : EPOCH 2 - PROGRESS: at 33.08% examples, 218498 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:48,941 : INFO : EPOCH 2 - PROGRESS: at 33.20% examples, 218498 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:49,961 : INFO : EPOCH 2 - PROGRESS: at 33.32% examples, 218500 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:51,008 : INFO : EPOCH 2 - PROGRESS: at 33.44% examples, 218482 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:52,036 : INFO : EPOCH 2 - PROGRESS: at 33.55% examples, 218496 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:53,046 : INFO : EPOCH 2 - PROGRESS: at 33.67% examples, 218494 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:54,079 : INFO : EPOCH 2 - PROGRESS: at 33.80% examples, 218518 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:55,168 : INFO : EPOCH 2 - PROGRESS: at 33.93% examples, 218477 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:56,182 : INFO : EPOCH 2 - PROGRESS: at 34.03% examples, 218480 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:57,182 : INFO : EPOCH 2 - PROGRESS: at 34.17% examples, 218513 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:58,224 : INFO : EPOCH 2 - PROGRESS: at 34.30% examples, 218490 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:53:59,240 : INFO : EPOCH 2 - PROGRESS: at 34.43% examples, 218507 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:00,287 : INFO : EPOCH 2 - PROGRESS: at 34.54% examples, 218507 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:01,302 : INFO : EPOCH 2 - PROGRESS: at 34.67% examples, 218521 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:02,304 : INFO : EPOCH 2 - PROGRESS: at 34.77% examples, 218509 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:03,336 : INFO : EPOCH 2 - PROGRESS: at 34.89% examples, 218516 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:04,370 : INFO : EPOCH 2 - PROGRESS: at 35.01% examples, 218484 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:05,370 : INFO : EPOCH 2 - PROGRESS: at 35.12% examples, 218509 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:06,376 : INFO : EPOCH 2 - PROGRESS: at 35.25% examples, 218502 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:07,413 : INFO : EPOCH 2 - PROGRESS: at 35.37% examples, 218514 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:08,431 : INFO : EPOCH 2 - PROGRESS: at 35.49% examples, 218509 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:09,444 : INFO : EPOCH 2 - PROGRESS: at 35.60% examples, 218508 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:10,495 : INFO : EPOCH 2 - PROGRESS: at 35.71% examples, 218489 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:11,504 : INFO : EPOCH 2 - PROGRESS: at 35.83% examples, 218524 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:12,515 : INFO : EPOCH 2 - PROGRESS: at 35.97% examples, 218533 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:13,530 : INFO : EPOCH 2 - PROGRESS: at 36.09% examples, 218524 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:14,541 : INFO : EPOCH 2 - PROGRESS: at 36.22% examples, 218536 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:15,615 : INFO : EPOCH 2 - PROGRESS: at 36.33% examples, 218517 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:16,631 : INFO : EPOCH 2 - PROGRESS: at 36.46% examples, 218529 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:17,640 : INFO : EPOCH 2 - PROGRESS: at 36.59% examples, 218539 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:18,674 : INFO : EPOCH 2 - PROGRESS: at 36.72% examples, 218536 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:19,718 : INFO : EPOCH 2 - PROGRESS: at 36.86% examples, 218529 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:20,774 : INFO : EPOCH 2 - PROGRESS: at 37.00% examples, 218530 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:21,777 : INFO : EPOCH 2 - PROGRESS: at 37.11% examples, 218531 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:22,825 : INFO : EPOCH 2 - PROGRESS: at 37.23% examples, 218531 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:23,851 : INFO : EPOCH 2 - PROGRESS: at 37.35% examples, 218536 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:24,863 : INFO : EPOCH 2 - PROGRESS: at 37.47% examples, 218529 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:25,865 : INFO : EPOCH 2 - PROGRESS: at 37.59% examples, 218532 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:26,888 : INFO : EPOCH 2 - PROGRESS: at 37.72% examples, 218525 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:27,903 : INFO : EPOCH 2 - PROGRESS: at 37.84% examples, 218533 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:28,935 : INFO : EPOCH 2 - PROGRESS: at 37.95% examples, 218531 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:29,985 : INFO : EPOCH 2 - PROGRESS: at 38.07% examples, 218533 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:31,006 : INFO : EPOCH 2 - PROGRESS: at 38.19% examples, 218546 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:32,018 : INFO : EPOCH 2 - PROGRESS: at 38.30% examples, 218534 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:33,048 : INFO : EPOCH 2 - PROGRESS: at 38.43% examples, 218535 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:34,066 : INFO : EPOCH 2 - PROGRESS: at 38.54% examples, 218514 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:35,093 : INFO : EPOCH 2 - PROGRESS: at 38.64% examples, 218491 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:36,139 : INFO : EPOCH 2 - PROGRESS: at 38.77% examples, 218469 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:37,170 : INFO : EPOCH 2 - PROGRESS: at 38.86% examples, 218374 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:38,170 : INFO : EPOCH 2 - PROGRESS: at 38.97% examples, 218279 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:39,205 : INFO : EPOCH 2 - PROGRESS: at 39.08% examples, 218252 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:40,246 : INFO : EPOCH 2 - PROGRESS: at 39.21% examples, 218256 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:41,274 : INFO : EPOCH 2 - PROGRESS: at 39.32% examples, 218267 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:42,300 : INFO : EPOCH 2 - PROGRESS: at 39.44% examples, 218269 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:43,314 : INFO : EPOCH 2 - PROGRESS: at 39.56% examples, 218258 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:44,353 : INFO : EPOCH 2 - PROGRESS: at 39.68% examples, 218266 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:45,405 : INFO : EPOCH 2 - PROGRESS: at 39.80% examples, 218264 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:46,461 : INFO : EPOCH 2 - PROGRESS: at 39.92% examples, 218254 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:47,465 : INFO : EPOCH 2 - PROGRESS: at 40.04% examples, 218263 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:48,489 : INFO : EPOCH 2 - PROGRESS: at 40.17% examples, 218275 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:49,528 : INFO : EPOCH 2 - PROGRESS: at 40.28% examples, 218256 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:50,541 : INFO : EPOCH 2 - PROGRESS: at 40.40% examples, 218276 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:51,547 : INFO : EPOCH 2 - PROGRESS: at 40.51% examples, 218282 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:52,615 : INFO : EPOCH 2 - PROGRESS: at 40.63% examples, 218251 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:53,642 : INFO : EPOCH 2 - PROGRESS: at 40.76% examples, 218263 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:54,658 : INFO : EPOCH 2 - PROGRESS: at 40.87% examples, 218268 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:55,668 : INFO : EPOCH 2 - PROGRESS: at 41.00% examples, 218283 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:56,674 : INFO : EPOCH 2 - PROGRESS: at 41.11% examples, 218287 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:57,733 : INFO : EPOCH 2 - PROGRESS: at 41.23% examples, 218264 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:58,736 : INFO : EPOCH 2 - PROGRESS: at 41.36% examples, 218282 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:54:59,749 : INFO : EPOCH 2 - PROGRESS: at 41.45% examples, 218270 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:00,824 : INFO : EPOCH 2 - PROGRESS: at 41.58% examples, 218239 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:01,845 : INFO : EPOCH 2 - PROGRESS: at 41.71% examples, 218261 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:02,867 : INFO : EPOCH 2 - PROGRESS: at 41.83% examples, 218267 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:03,872 : INFO : EPOCH 2 - PROGRESS: at 41.96% examples, 218270 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:04,890 : INFO : EPOCH 2 - PROGRESS: at 42.08% examples, 218286 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:05,907 : INFO : EPOCH 2 - PROGRESS: at 42.21% examples, 218272 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:06,919 : INFO : EPOCH 2 - PROGRESS: at 42.33% examples, 218289 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:07,947 : INFO : EPOCH 2 - PROGRESS: at 42.44% examples, 218282 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:08,976 : INFO : EPOCH 2 - PROGRESS: at 42.56% examples, 218297 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:10,009 : INFO : EPOCH 2 - PROGRESS: at 42.68% examples, 218291 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:11,010 : INFO : EPOCH 2 - PROGRESS: at 42.82% examples, 218301 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:12,033 : INFO : EPOCH 2 - PROGRESS: at 42.93% examples, 218311 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:13,138 : INFO : EPOCH 2 - PROGRESS: at 43.04% examples, 218280 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:14,173 : INFO : EPOCH 2 - PROGRESS: at 43.15% examples, 218295 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:15,178 : INFO : EPOCH 2 - PROGRESS: at 43.26% examples, 218311 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:16,210 : INFO : EPOCH 2 - PROGRESS: at 43.37% examples, 218292 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:17,232 : INFO : EPOCH 2 - PROGRESS: at 43.51% examples, 218288 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:18,241 : INFO : EPOCH 2 - PROGRESS: at 43.63% examples, 218309 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:19,268 : INFO : EPOCH 2 - PROGRESS: at 43.75% examples, 218300 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:20,271 : INFO : EPOCH 2 - PROGRESS: at 43.86% examples, 218306 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:21,284 : INFO : EPOCH 2 - PROGRESS: at 43.97% examples, 218295 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:22,310 : INFO : EPOCH 2 - PROGRESS: at 44.09% examples, 218299 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:23,311 : INFO : EPOCH 2 - PROGRESS: at 44.19% examples, 218314 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:24,354 : INFO : EPOCH 2 - PROGRESS: at 44.31% examples, 218293 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:25,397 : INFO : EPOCH 2 - PROGRESS: at 44.43% examples, 218302 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:26,422 : INFO : EPOCH 2 - PROGRESS: at 44.54% examples, 218302 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:27,435 : INFO : EPOCH 2 - PROGRESS: at 44.67% examples, 218317 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:28,436 : INFO : EPOCH 2 - PROGRESS: at 44.78% examples, 218308 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:29,454 : INFO : EPOCH 2 - PROGRESS: at 44.89% examples, 218316 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:30,455 : INFO : EPOCH 2 - PROGRESS: at 45.02% examples, 218320 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:31,472 : INFO : EPOCH 2 - PROGRESS: at 45.13% examples, 218325 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:32,493 : INFO : EPOCH 2 - PROGRESS: at 45.26% examples, 218325 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:33,504 : INFO : EPOCH 2 - PROGRESS: at 45.38% examples, 218324 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:34,506 : INFO : EPOCH 2 - PROGRESS: at 45.48% examples, 218315 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:35,522 : INFO : EPOCH 2 - PROGRESS: at 45.60% examples, 218342 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:36,525 : INFO : EPOCH 2 - PROGRESS: at 45.71% examples, 218317 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:37,613 : INFO : EPOCH 2 - PROGRESS: at 45.84% examples, 218313 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:38,646 : INFO : EPOCH 2 - PROGRESS: at 45.97% examples, 218320 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:39,650 : INFO : EPOCH 2 - PROGRESS: at 46.10% examples, 218336 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:40,674 : INFO : EPOCH 2 - PROGRESS: at 46.23% examples, 218324 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:41,682 : INFO : EPOCH 2 - PROGRESS: at 46.35% examples, 218336 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:42,699 : INFO : EPOCH 2 - PROGRESS: at 46.47% examples, 218336 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:43,736 : INFO : EPOCH 2 - PROGRESS: at 46.59% examples, 218342 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:44,790 : INFO : EPOCH 2 - PROGRESS: at 46.71% examples, 218327 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:45,817 : INFO : EPOCH 2 - PROGRESS: at 46.83% examples, 218331 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:46,829 : INFO : EPOCH 2 - PROGRESS: at 46.95% examples, 218351 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:47,901 : INFO : EPOCH 2 - PROGRESS: at 47.07% examples, 218343 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:48,904 : INFO : EPOCH 2 - PROGRESS: at 47.19% examples, 218325 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:49,928 : INFO : EPOCH 2 - PROGRESS: at 47.32% examples, 218344 words/s, in_qsize 8, out_qsize 0
2020-07-16 18:55:50,937 : INFO : EPOCH 2 - PROGRESS: at 47.44% examples, 218344 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:51,952 : INFO : EPOCH 2 - PROGRESS: at 47.56% examples, 218352 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:52,981 : INFO : EPOCH 2 - PROGRESS: at 47.70% examples, 218351 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:53,992 : INFO : EPOCH 2 - PROGRESS: at 47.82% examples, 218359 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:55,011 : INFO : EPOCH 2 - PROGRESS: at 47.93% examples, 218357 words/s, in_qsize 8, out_qsize 1
2020-07-16 18:55:56,018 : INFO : EPOCH 2 - PROGRESS: at 48.04% examples, 218361 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:57,020 : INFO : EPOCH 2 - PROGRESS: at 48.16% examples, 218356 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:58,058 : INFO : EPOCH 2 - PROGRESS: at 48.29% examples, 218353 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:55:59,091 : INFO : EPOCH 2 - PROGRESS: at 48.41% examples, 218365 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:00,098 : INFO : EPOCH 2 - PROGRESS: at 48.52% examples, 218370 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:01,140 : INFO : EPOCH 2 - PROGRESS: at 48.62% examples, 218349 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:02,161 : INFO : EPOCH 2 - PROGRESS: at 48.74% examples, 218362 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:03,196 : INFO : EPOCH 2 - PROGRESS: at 48.85% examples, 218354 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:04,224 : INFO : EPOCH 2 - PROGRESS: at 48.97% examples, 218373 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:05,233 : INFO : EPOCH 2 - PROGRESS: at 49.07% examples, 218371 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:06,262 : INFO : EPOCH 2 - PROGRESS: at 49.20% examples, 218376 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:07,268 : INFO : EPOCH 2 - PROGRESS: at 49.31% examples, 218382 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:08,271 : INFO : EPOCH 2 - PROGRESS: at 49.43% examples, 218371 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:09,272 : INFO : EPOCH 2 - PROGRESS: at 49.55% examples, 218365 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:10,273 : INFO : EPOCH 2 - PROGRESS: at 49.66% examples, 218366 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:11,298 : INFO : EPOCH 2 - PROGRESS: at 49.80% examples, 218366 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:12,318 : INFO : EPOCH 2 - PROGRESS: at 49.93% examples, 218366 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:13,398 : INFO : EPOCH 2 - PROGRESS: at 50.07% examples, 218365 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:14,410 : INFO : EPOCH 2 - PROGRESS: at 50.20% examples, 218373 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:15,439 : INFO : EPOCH 2 - PROGRESS: at 50.32% examples, 218374 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:16,445 : INFO : EPOCH 2 - PROGRESS: at 50.43% examples, 218369 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:17,491 : INFO : EPOCH 2 - PROGRESS: at 50.56% examples, 218381 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:18,512 : INFO : EPOCH 2 - PROGRESS: at 50.66% examples, 218380 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:19,608 : INFO : EPOCH 2 - PROGRESS: at 50.79% examples, 218368 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:20,627 : INFO : EPOCH 2 - PROGRESS: at 50.90% examples, 218373 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:21,668 : INFO : EPOCH 2 - PROGRESS: at 51.02% examples, 218379 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:22,708 : INFO : EPOCH 2 - PROGRESS: at 51.13% examples, 218380 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:23,750 : INFO : EPOCH 2 - PROGRESS: at 51.25% examples, 218388 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:24,815 : INFO : EPOCH 2 - PROGRESS: at 51.38% examples, 218374 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:25,840 : INFO : EPOCH 2 - PROGRESS: at 51.49% examples, 218388 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:26,848 : INFO : EPOCH 2 - PROGRESS: at 51.62% examples, 218388 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:27,885 : INFO : EPOCH 2 - PROGRESS: at 51.73% examples, 218380 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:28,897 : INFO : EPOCH 2 - PROGRESS: at 51.85% examples, 218387 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:29,897 : INFO : EPOCH 2 - PROGRESS: at 51.98% examples, 218402 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:30,931 : INFO : EPOCH 2 - PROGRESS: at 52.08% examples, 218395 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:31,983 : INFO : EPOCH 2 - PROGRESS: at 52.21% examples, 218390 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:33,022 : INFO : EPOCH 2 - PROGRESS: at 52.36% examples, 218403 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:34,074 : INFO : EPOCH 2 - PROGRESS: at 52.46% examples, 218388 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:35,089 : INFO : EPOCH 2 - PROGRESS: at 52.58% examples, 218419 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:36,117 : INFO : EPOCH 2 - PROGRESS: at 52.69% examples, 218395 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:37,129 : INFO : EPOCH 2 - PROGRESS: at 52.82% examples, 218413 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:38,173 : INFO : EPOCH 2 - PROGRESS: at 52.95% examples, 218397 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:39,182 : INFO : EPOCH 2 - PROGRESS: at 53.05% examples, 218392 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:40,196 : INFO : EPOCH 2 - PROGRESS: at 53.19% examples, 218425 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:41,203 : INFO : EPOCH 2 - PROGRESS: at 53.30% examples, 218412 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:42,203 : INFO : EPOCH 2 - PROGRESS: at 53.43% examples, 218429 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:43,215 : INFO : EPOCH 2 - PROGRESS: at 53.54% examples, 218414 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:44,218 : INFO : EPOCH 2 - PROGRESS: at 53.66% examples, 218428 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:45,239 : INFO : EPOCH 2 - PROGRESS: at 53.78% examples, 218411 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:46,250 : INFO : EPOCH 2 - PROGRESS: at 53.89% examples, 218417 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:47,351 : INFO : EPOCH 2 - PROGRESS: at 54.01% examples, 218399 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:48,389 : INFO : EPOCH 2 - PROGRESS: at 54.13% examples, 218403 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:49,468 : INFO : EPOCH 2 - PROGRESS: at 54.25% examples, 218405 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:50,509 : INFO : EPOCH 2 - PROGRESS: at 54.38% examples, 218409 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:51,543 : INFO : EPOCH 2 - PROGRESS: at 54.50% examples, 218414 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:52,565 : INFO : EPOCH 2 - PROGRESS: at 54.62% examples, 218428 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:53,585 : INFO : EPOCH 2 - PROGRESS: at 54.74% examples, 218401 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:54,644 : INFO : EPOCH 2 - PROGRESS: at 54.85% examples, 218403 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:55,650 : INFO : EPOCH 2 - PROGRESS: at 54.97% examples, 218424 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:56,740 : INFO : EPOCH 2 - PROGRESS: at 55.08% examples, 218402 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:57,753 : INFO : EPOCH 2 - PROGRESS: at 55.20% examples, 218415 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:58,819 : INFO : EPOCH 2 - PROGRESS: at 55.33% examples, 218418 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:56:59,825 : INFO : EPOCH 2 - PROGRESS: at 55.45% examples, 218417 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:00,903 : INFO : EPOCH 2 - PROGRESS: at 55.56% examples, 218399 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:01,922 : INFO : EPOCH 2 - PROGRESS: at 55.69% examples, 218410 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:02,929 : INFO : EPOCH 2 - PROGRESS: at 55.81% examples, 218419 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:03,955 : INFO : EPOCH 2 - PROGRESS: at 55.93% examples, 218409 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:05,002 : INFO : EPOCH 2 - PROGRESS: at 56.05% examples, 218414 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:06,008 : INFO : EPOCH 2 - PROGRESS: at 56.20% examples, 218419 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:07,012 : INFO : EPOCH 2 - PROGRESS: at 56.32% examples, 218426 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:08,014 : INFO : EPOCH 2 - PROGRESS: at 56.43% examples, 218432 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:09,054 : INFO : EPOCH 2 - PROGRESS: at 56.56% examples, 218422 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:10,106 : INFO : EPOCH 2 - PROGRESS: at 56.68% examples, 218414 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:11,128 : INFO : EPOCH 2 - PROGRESS: at 56.79% examples, 218411 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:12,130 : INFO : EPOCH 2 - PROGRESS: at 56.90% examples, 218434 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:13,142 : INFO : EPOCH 2 - PROGRESS: at 57.01% examples, 218429 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:14,176 : INFO : EPOCH 2 - PROGRESS: at 57.13% examples, 218426 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:15,196 : INFO : EPOCH 2 - PROGRESS: at 57.25% examples, 218424 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:16,215 : INFO : EPOCH 2 - PROGRESS: at 57.37% examples, 218422 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:17,223 : INFO : EPOCH 2 - PROGRESS: at 57.49% examples, 218437 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:18,235 : INFO : EPOCH 2 - PROGRESS: at 57.60% examples, 218435 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:19,251 : INFO : EPOCH 2 - PROGRESS: at 57.73% examples, 218443 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:20,254 : INFO : EPOCH 2 - PROGRESS: at 57.85% examples, 218430 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:21,272 : INFO : EPOCH 2 - PROGRESS: at 57.98% examples, 218440 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:22,273 : INFO : EPOCH 2 - PROGRESS: at 58.08% examples, 218438 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:23,290 : INFO : EPOCH 2 - PROGRESS: at 58.20% examples, 218442 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:24,299 : INFO : EPOCH 2 - PROGRESS: at 58.31% examples, 218438 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:25,321 : INFO : EPOCH 2 - PROGRESS: at 58.42% examples, 218437 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:26,345 : INFO : EPOCH 2 - PROGRESS: at 58.55% examples, 218436 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:27,360 : INFO : EPOCH 2 - PROGRESS: at 58.67% examples, 218432 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:28,391 : INFO : EPOCH 2 - PROGRESS: at 58.80% examples, 218437 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:29,408 : INFO : EPOCH 2 - PROGRESS: at 58.93% examples, 218434 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:30,450 : INFO : EPOCH 2 - PROGRESS: at 59.04% examples, 218433 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:31,516 : INFO : EPOCH 2 - PROGRESS: at 59.18% examples, 218430 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:32,563 : INFO : EPOCH 2 - PROGRESS: at 59.31% examples, 218445 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:33,565 : INFO : EPOCH 2 - PROGRESS: at 59.42% examples, 218443 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:34,566 : INFO : EPOCH 2 - PROGRESS: at 59.54% examples, 218446 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:35,630 : INFO : EPOCH 2 - PROGRESS: at 59.66% examples, 218443 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:36,647 : INFO : EPOCH 2 - PROGRESS: at 59.80% examples, 218457 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:37,673 : INFO : EPOCH 2 - PROGRESS: at 59.93% examples, 218448 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:38,706 : INFO : EPOCH 2 - PROGRESS: at 60.04% examples, 218442 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:39,709 : INFO : EPOCH 2 - PROGRESS: at 60.14% examples, 218451 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:40,732 : INFO : EPOCH 2 - PROGRESS: at 60.25% examples, 218452 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:41,736 : INFO : EPOCH 2 - PROGRESS: at 60.38% examples, 218448 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:42,770 : INFO : EPOCH 2 - PROGRESS: at 60.50% examples, 218454 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:43,814 : INFO : EPOCH 2 - PROGRESS: at 60.62% examples, 218448 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:44,831 : INFO : EPOCH 2 - PROGRESS: at 60.74% examples, 218446 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:45,843 : INFO : EPOCH 2 - PROGRESS: at 60.85% examples, 218453 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:46,866 : INFO : EPOCH 2 - PROGRESS: at 60.98% examples, 218450 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:47,905 : INFO : EPOCH 2 - PROGRESS: at 61.10% examples, 218457 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:48,920 : INFO : EPOCH 2 - PROGRESS: at 61.23% examples, 218461 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:49,931 : INFO : EPOCH 2 - PROGRESS: at 61.36% examples, 218459 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:50,961 : INFO : EPOCH 2 - PROGRESS: at 61.47% examples, 218442 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:51,976 : INFO : EPOCH 2 - PROGRESS: at 61.59% examples, 218465 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:53,031 : INFO : EPOCH 2 - PROGRESS: at 61.71% examples, 218451 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:54,058 : INFO : EPOCH 2 - PROGRESS: at 61.81% examples, 218451 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:55,076 : INFO : EPOCH 2 - PROGRESS: at 61.91% examples, 218454 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:56,128 : INFO : EPOCH 2 - PROGRESS: at 62.03% examples, 218455 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:57,189 : INFO : EPOCH 2 - PROGRESS: at 62.16% examples, 218454 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:58,191 : INFO : EPOCH 2 - PROGRESS: at 62.30% examples, 218468 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:57:59,234 : INFO : EPOCH 2 - PROGRESS: at 62.41% examples, 218450 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:00,282 : INFO : EPOCH 2 - PROGRESS: at 62.54% examples, 218444 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:01,295 : INFO : EPOCH 2 - PROGRESS: at 62.65% examples, 218461 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:02,344 : INFO : EPOCH 2 - PROGRESS: at 62.75% examples, 218446 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:03,346 : INFO : EPOCH 2 - PROGRESS: at 62.87% examples, 218458 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:04,354 : INFO : EPOCH 2 - PROGRESS: at 63.00% examples, 218451 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:05,449 : INFO : EPOCH 2 - PROGRESS: at 63.12% examples, 218437 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:06,466 : INFO : EPOCH 2 - PROGRESS: at 63.25% examples, 218454 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:07,481 : INFO : EPOCH 2 - PROGRESS: at 63.37% examples, 218468 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:08,583 : INFO : EPOCH 2 - PROGRESS: at 63.49% examples, 218448 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:09,596 : INFO : EPOCH 2 - PROGRESS: at 63.61% examples, 218456 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:10,605 : INFO : EPOCH 2 - PROGRESS: at 63.73% examples, 218459 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:11,669 : INFO : EPOCH 2 - PROGRESS: at 63.86% examples, 218444 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:12,684 : INFO : EPOCH 2 - PROGRESS: at 64.01% examples, 218477 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:13,714 : INFO : EPOCH 2 - PROGRESS: at 64.12% examples, 218472 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:14,769 : INFO : EPOCH 2 - PROGRESS: at 64.24% examples, 218463 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:15,813 : INFO : EPOCH 2 - PROGRESS: at 64.37% examples, 218463 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:16,848 : INFO : EPOCH 2 - PROGRESS: at 64.50% examples, 218472 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:17,942 : INFO : EPOCH 2 - PROGRESS: at 64.63% examples, 218456 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:18,961 : INFO : EPOCH 2 - PROGRESS: at 64.75% examples, 218470 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:19,982 : INFO : EPOCH 2 - PROGRESS: at 64.88% examples, 218465 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:20,985 : INFO : EPOCH 2 - PROGRESS: at 65.01% examples, 218472 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:22,037 : INFO : EPOCH 2 - PROGRESS: at 65.13% examples, 218463 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:23,075 : INFO : EPOCH 2 - PROGRESS: at 65.27% examples, 218463 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:24,091 : INFO : EPOCH 2 - PROGRESS: at 65.38% examples, 218481 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:25,107 : INFO : EPOCH 2 - PROGRESS: at 65.48% examples, 218469 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:26,148 : INFO : EPOCH 2 - PROGRESS: at 65.61% examples, 218479 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:27,152 : INFO : EPOCH 2 - PROGRESS: at 65.71% examples, 218483 words/s, in_qsize 6, out_qsize 0
2020-07-16 18:58:28,181 : INFO : EPOCH 2 - PROGRESS: at 65.83% examples, 218470 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:29,228 : INFO : EPOCH 2 - PROGRESS: at 65.95% examples, 218470 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:30,247 : INFO : EPOCH 2 - PROGRESS: at 66.07% examples, 218479 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:31,304 : INFO : EPOCH 2 - PROGRESS: at 66.19% examples, 218472 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:32,333 : INFO : EPOCH 2 - PROGRESS: at 66.32% examples, 218478 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:33,339 : INFO : EPOCH 2 - PROGRESS: at 66.42% examples, 218482 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:34,368 : INFO : EPOCH 2 - PROGRESS: at 66.55% examples, 218481 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:35,382 : INFO : EPOCH 2 - PROGRESS: at 66.68% examples, 218484 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:36,404 : INFO : EPOCH 2 - PROGRESS: at 66.79% examples, 218473 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:37,441 : INFO : EPOCH 2 - PROGRESS: at 66.91% examples, 218490 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:38,461 : INFO : EPOCH 2 - PROGRESS: at 67.04% examples, 218494 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:39,477 : INFO : EPOCH 2 - PROGRESS: at 67.15% examples, 218488 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:40,488 : INFO : EPOCH 2 - PROGRESS: at 67.26% examples, 218483 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:41,488 : INFO : EPOCH 2 - PROGRESS: at 67.37% examples, 218487 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:42,505 : INFO : EPOCH 2 - PROGRESS: at 67.48% examples, 218475 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:43,512 : INFO : EPOCH 2 - PROGRESS: at 67.61% examples, 218492 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:44,537 : INFO : EPOCH 2 - PROGRESS: at 67.72% examples, 218478 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:45,539 : INFO : EPOCH 2 - PROGRESS: at 67.84% examples, 218490 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:46,579 : INFO : EPOCH 2 - PROGRESS: at 67.97% examples, 218483 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:47,585 : INFO : EPOCH 2 - PROGRESS: at 68.09% examples, 218492 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:48,685 : INFO : EPOCH 2 - PROGRESS: at 68.22% examples, 218473 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:49,694 : INFO : EPOCH 2 - PROGRESS: at 68.34% examples, 218482 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:50,709 : INFO : EPOCH 2 - PROGRESS: at 68.48% examples, 218495 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:51,728 : INFO : EPOCH 2 - PROGRESS: at 68.60% examples, 218493 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:52,751 : INFO : EPOCH 2 - PROGRESS: at 68.73% examples, 218490 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:53,762 : INFO : EPOCH 2 - PROGRESS: at 68.85% examples, 218494 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:54,780 : INFO : EPOCH 2 - PROGRESS: at 68.97% examples, 218498 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:55,783 : INFO : EPOCH 2 - PROGRESS: at 69.08% examples, 218495 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:56,786 : INFO : EPOCH 2 - PROGRESS: at 69.17% examples, 218487 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:57,811 : INFO : EPOCH 2 - PROGRESS: at 69.28% examples, 218489 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:58,821 : INFO : EPOCH 2 - PROGRESS: at 69.40% examples, 218496 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:58:59,846 : INFO : EPOCH 2 - PROGRESS: at 69.50% examples, 218489 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:00,862 : INFO : EPOCH 2 - PROGRESS: at 69.62% examples, 218485 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:01,875 : INFO : EPOCH 2 - PROGRESS: at 69.74% examples, 218485 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:02,877 : INFO : EPOCH 2 - PROGRESS: at 69.84% examples, 218480 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:03,959 : INFO : EPOCH 2 - PROGRESS: at 69.97% examples, 218466 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:05,026 : INFO : EPOCH 2 - PROGRESS: at 70.10% examples, 218457 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:06,035 : INFO : EPOCH 2 - PROGRESS: at 70.22% examples, 218453 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:07,037 : INFO : EPOCH 2 - PROGRESS: at 70.35% examples, 218468 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:08,053 : INFO : EPOCH 2 - PROGRESS: at 70.46% examples, 218457 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:09,119 : INFO : EPOCH 2 - PROGRESS: at 70.59% examples, 218434 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:10,124 : INFO : EPOCH 2 - PROGRESS: at 70.69% examples, 218383 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:11,165 : INFO : EPOCH 2 - PROGRESS: at 70.81% examples, 218337 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:12,186 : INFO : EPOCH 2 - PROGRESS: at 70.92% examples, 218340 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:13,221 : INFO : EPOCH 2 - PROGRESS: at 71.05% examples, 218335 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:14,235 : INFO : EPOCH 2 - PROGRESS: at 71.17% examples, 218340 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:15,315 : INFO : EPOCH 2 - PROGRESS: at 71.29% examples, 218338 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:16,329 : INFO : EPOCH 2 - PROGRESS: at 71.40% examples, 218346 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:17,359 : INFO : EPOCH 2 - PROGRESS: at 71.52% examples, 218350 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:18,396 : INFO : EPOCH 2 - PROGRESS: at 71.66% examples, 218345 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:19,426 : INFO : EPOCH 2 - PROGRESS: at 71.80% examples, 218346 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:20,441 : INFO : EPOCH 2 - PROGRESS: at 71.91% examples, 218354 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:21,481 : INFO : EPOCH 2 - PROGRESS: at 72.03% examples, 218336 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:22,506 : INFO : EPOCH 2 - PROGRESS: at 72.14% examples, 218335 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:23,511 : INFO : EPOCH 2 - PROGRESS: at 72.28% examples, 218349 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:24,535 : INFO : EPOCH 2 - PROGRESS: at 72.39% examples, 218344 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:25,633 : INFO : EPOCH 2 - PROGRESS: at 72.51% examples, 218333 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:26,692 : INFO : EPOCH 2 - PROGRESS: at 72.63% examples, 218343 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:27,721 : INFO : EPOCH 2 - PROGRESS: at 72.73% examples, 218341 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:28,743 : INFO : EPOCH 2 - PROGRESS: at 72.84% examples, 218351 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:29,776 : INFO : EPOCH 2 - PROGRESS: at 72.97% examples, 218352 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:30,815 : INFO : EPOCH 2 - PROGRESS: at 73.08% examples, 218340 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:31,819 : INFO : EPOCH 2 - PROGRESS: at 73.21% examples, 218358 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:32,825 : INFO : EPOCH 2 - PROGRESS: at 73.33% examples, 218353 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:33,838 : INFO : EPOCH 2 - PROGRESS: at 73.44% examples, 218357 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:34,856 : INFO : EPOCH 2 - PROGRESS: at 73.55% examples, 218347 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:35,856 : INFO : EPOCH 2 - PROGRESS: at 73.67% examples, 218361 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:36,880 : INFO : EPOCH 2 - PROGRESS: at 73.79% examples, 218354 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:37,900 : INFO : EPOCH 2 - PROGRESS: at 73.90% examples, 218340 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:38,902 : INFO : EPOCH 2 - PROGRESS: at 74.03% examples, 218346 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:39,929 : INFO : EPOCH 2 - PROGRESS: at 74.16% examples, 218351 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:40,941 : INFO : EPOCH 2 - PROGRESS: at 74.28% examples, 218357 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:41,975 : INFO : EPOCH 2 - PROGRESS: at 74.40% examples, 218346 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:43,011 : INFO : EPOCH 2 - PROGRESS: at 74.52% examples, 218363 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:44,041 : INFO : EPOCH 2 - PROGRESS: at 74.64% examples, 218351 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:45,079 : INFO : EPOCH 2 - PROGRESS: at 74.75% examples, 218345 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:46,139 : INFO : EPOCH 2 - PROGRESS: at 74.88% examples, 218351 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:47,141 : INFO : EPOCH 2 - PROGRESS: at 74.99% examples, 218350 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:48,152 : INFO : EPOCH 2 - PROGRESS: at 75.13% examples, 218355 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:49,155 : INFO : EPOCH 2 - PROGRESS: at 75.27% examples, 218368 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:50,186 : INFO : EPOCH 2 - PROGRESS: at 75.37% examples, 218364 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:51,205 : INFO : EPOCH 2 - PROGRESS: at 75.50% examples, 218353 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:52,239 : INFO : EPOCH 2 - PROGRESS: at 75.62% examples, 218358 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:53,250 : INFO : EPOCH 2 - PROGRESS: at 75.76% examples, 218373 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:54,259 : INFO : EPOCH 2 - PROGRESS: at 75.88% examples, 218369 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:55,277 : INFO : EPOCH 2 - PROGRESS: at 76.00% examples, 218374 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:56,319 : INFO : EPOCH 2 - PROGRESS: at 76.12% examples, 218364 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:57,366 : INFO : EPOCH 2 - PROGRESS: at 76.23% examples, 218366 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:58,404 : INFO : EPOCH 2 - PROGRESS: at 76.35% examples, 218367 words/s, in_qsize 7, out_qsize 0
2020-07-16 18:59:59,420 : INFO : EPOCH 2 - PROGRESS: at 76.46% examples, 218368 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:00,425 : INFO : EPOCH 2 - PROGRESS: at 76.57% examples, 218370 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:01,465 : INFO : EPOCH 2 - PROGRESS: at 76.70% examples, 218378 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:02,499 : INFO : EPOCH 2 - PROGRESS: at 76.84% examples, 218377 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:03,528 : INFO : EPOCH 2 - PROGRESS: at 76.94% examples, 218382 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:04,552 : INFO : EPOCH 2 - PROGRESS: at 77.06% examples, 218378 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:05,586 : INFO : EPOCH 2 - PROGRESS: at 77.17% examples, 218382 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:06,588 : INFO : EPOCH 2 - PROGRESS: at 77.29% examples, 218382 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:07,648 : INFO : EPOCH 2 - PROGRESS: at 77.43% examples, 218372 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:08,671 : INFO : EPOCH 2 - PROGRESS: at 77.55% examples, 218382 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:09,678 : INFO : EPOCH 2 - PROGRESS: at 77.65% examples, 218386 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:10,685 : INFO : EPOCH 2 - PROGRESS: at 77.76% examples, 218373 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:11,724 : INFO : EPOCH 2 - PROGRESS: at 77.88% examples, 218376 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:12,730 : INFO : EPOCH 2 - PROGRESS: at 78.01% examples, 218383 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:13,774 : INFO : EPOCH 2 - PROGRESS: at 78.13% examples, 218378 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:14,801 : INFO : EPOCH 2 - PROGRESS: at 78.25% examples, 218381 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:15,815 : INFO : EPOCH 2 - PROGRESS: at 78.37% examples, 218390 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:16,843 : INFO : EPOCH 2 - PROGRESS: at 78.48% examples, 218383 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:17,879 : INFO : EPOCH 2 - PROGRESS: at 78.59% examples, 218378 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:18,883 : INFO : EPOCH 2 - PROGRESS: at 78.71% examples, 218382 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:19,895 : INFO : EPOCH 2 - PROGRESS: at 78.82% examples, 218379 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:20,904 : INFO : EPOCH 2 - PROGRESS: at 78.93% examples, 218392 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:21,924 : INFO : EPOCH 2 - PROGRESS: at 79.04% examples, 218385 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:22,967 : INFO : EPOCH 2 - PROGRESS: at 79.18% examples, 218389 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:23,990 : INFO : EPOCH 2 - PROGRESS: at 79.28% examples, 218374 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:25,035 : INFO : EPOCH 2 - PROGRESS: at 79.41% examples, 218383 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:26,072 : INFO : EPOCH 2 - PROGRESS: at 79.54% examples, 218364 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:27,101 : INFO : EPOCH 2 - PROGRESS: at 79.65% examples, 218370 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:28,142 : INFO : EPOCH 2 - PROGRESS: at 79.77% examples, 218371 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:29,157 : INFO : EPOCH 2 - PROGRESS: at 79.90% examples, 218383 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:30,162 : INFO : EPOCH 2 - PROGRESS: at 80.02% examples, 218378 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:31,211 : INFO : EPOCH 2 - PROGRESS: at 80.15% examples, 218373 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:32,224 : INFO : EPOCH 2 - PROGRESS: at 80.27% examples, 218382 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:33,246 : INFO : EPOCH 2 - PROGRESS: at 80.38% examples, 218373 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:34,258 : INFO : EPOCH 2 - PROGRESS: at 80.49% examples, 218369 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:35,266 : INFO : EPOCH 2 - PROGRESS: at 80.61% examples, 218378 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:36,270 : INFO : EPOCH 2 - PROGRESS: at 80.73% examples, 218376 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:37,275 : INFO : EPOCH 2 - PROGRESS: at 80.86% examples, 218382 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:38,283 : INFO : EPOCH 2 - PROGRESS: at 80.98% examples, 218375 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:39,315 : INFO : EPOCH 2 - PROGRESS: at 81.13% examples, 218378 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:40,372 : INFO : EPOCH 2 - PROGRESS: at 81.25% examples, 218377 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:41,412 : INFO : EPOCH 2 - PROGRESS: at 81.36% examples, 218380 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:42,444 : INFO : EPOCH 2 - PROGRESS: at 81.47% examples, 218371 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:43,495 : INFO : EPOCH 2 - PROGRESS: at 81.59% examples, 218373 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:44,512 : INFO : EPOCH 2 - PROGRESS: at 81.72% examples, 218381 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:45,589 : INFO : EPOCH 2 - PROGRESS: at 81.84% examples, 218376 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:46,597 : INFO : EPOCH 2 - PROGRESS: at 81.96% examples, 218384 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:47,662 : INFO : EPOCH 2 - PROGRESS: at 82.08% examples, 218375 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:48,675 : INFO : EPOCH 2 - PROGRESS: at 82.17% examples, 218379 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:49,707 : INFO : EPOCH 2 - PROGRESS: at 82.30% examples, 218382 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:50,729 : INFO : EPOCH 2 - PROGRESS: at 82.43% examples, 218384 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:51,739 : INFO : EPOCH 2 - PROGRESS: at 82.55% examples, 218392 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:52,754 : INFO : EPOCH 2 - PROGRESS: at 82.68% examples, 218388 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:53,796 : INFO : EPOCH 2 - PROGRESS: at 82.79% examples, 218385 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:54,825 : INFO : EPOCH 2 - PROGRESS: at 82.92% examples, 218385 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:55,876 : INFO : EPOCH 2 - PROGRESS: at 83.05% examples, 218391 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:56,884 : INFO : EPOCH 2 - PROGRESS: at 83.17% examples, 218393 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:57,903 : INFO : EPOCH 2 - PROGRESS: at 83.29% examples, 218388 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:58,920 : INFO : EPOCH 2 - PROGRESS: at 83.41% examples, 218391 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:00:59,935 : INFO : EPOCH 2 - PROGRESS: at 83.52% examples, 218397 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:00,988 : INFO : EPOCH 2 - PROGRESS: at 83.62% examples, 218382 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:02,011 : INFO : EPOCH 2 - PROGRESS: at 83.75% examples, 218387 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:03,011 : INFO : EPOCH 2 - PROGRESS: at 83.87% examples, 218396 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:04,039 : INFO : EPOCH 2 - PROGRESS: at 83.99% examples, 218384 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:05,068 : INFO : EPOCH 2 - PROGRESS: at 84.12% examples, 218384 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:06,155 : INFO : EPOCH 2 - PROGRESS: at 84.25% examples, 218381 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:07,168 : INFO : EPOCH 2 - PROGRESS: at 84.36% examples, 218393 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:08,193 : INFO : EPOCH 2 - PROGRESS: at 84.47% examples, 218396 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:09,197 : INFO : EPOCH 2 - PROGRESS: at 84.59% examples, 218394 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:10,217 : INFO : EPOCH 2 - PROGRESS: at 84.70% examples, 218386 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:11,249 : INFO : EPOCH 2 - PROGRESS: at 84.83% examples, 218394 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:12,256 : INFO : EPOCH 2 - PROGRESS: at 84.95% examples, 218397 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:13,258 : INFO : EPOCH 2 - PROGRESS: at 85.07% examples, 218399 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:14,329 : INFO : EPOCH 2 - PROGRESS: at 85.18% examples, 218386 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:15,339 : INFO : EPOCH 2 - PROGRESS: at 85.28% examples, 218384 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:16,344 : INFO : EPOCH 2 - PROGRESS: at 85.41% examples, 218396 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:17,369 : INFO : EPOCH 2 - PROGRESS: at 85.54% examples, 218403 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:18,412 : INFO : EPOCH 2 - PROGRESS: at 85.67% examples, 218390 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:19,423 : INFO : EPOCH 2 - PROGRESS: at 85.79% examples, 218402 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:20,449 : INFO : EPOCH 2 - PROGRESS: at 85.91% examples, 218389 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:21,462 : INFO : EPOCH 2 - PROGRESS: at 86.03% examples, 218395 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:22,476 : INFO : EPOCH 2 - PROGRESS: at 86.15% examples, 218384 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:23,493 : INFO : EPOCH 2 - PROGRESS: at 86.26% examples, 218386 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:24,503 : INFO : EPOCH 2 - PROGRESS: at 86.39% examples, 218396 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:25,537 : INFO : EPOCH 2 - PROGRESS: at 86.50% examples, 218387 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:26,572 : INFO : EPOCH 2 - PROGRESS: at 86.62% examples, 218388 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:27,626 : INFO : EPOCH 2 - PROGRESS: at 86.73% examples, 218388 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:28,672 : INFO : EPOCH 2 - PROGRESS: at 86.87% examples, 218381 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:29,689 : INFO : EPOCH 2 - PROGRESS: at 86.98% examples, 218394 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:30,725 : INFO : EPOCH 2 - PROGRESS: at 87.09% examples, 218393 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:31,754 : INFO : EPOCH 2 - PROGRESS: at 87.23% examples, 218395 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:32,782 : INFO : EPOCH 2 - PROGRESS: at 87.35% examples, 218392 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:33,798 : INFO : EPOCH 2 - PROGRESS: at 87.47% examples, 218393 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:34,806 : INFO : EPOCH 2 - PROGRESS: at 87.59% examples, 218394 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:35,817 : INFO : EPOCH 2 - PROGRESS: at 87.72% examples, 218396 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:36,831 : INFO : EPOCH 2 - PROGRESS: at 87.83% examples, 218390 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:37,897 : INFO : EPOCH 2 - PROGRESS: at 87.97% examples, 218391 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:38,899 : INFO : EPOCH 2 - PROGRESS: at 88.10% examples, 218398 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:39,966 : INFO : EPOCH 2 - PROGRESS: at 88.20% examples, 218380 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:41,010 : INFO : EPOCH 2 - PROGRESS: at 88.33% examples, 218398 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:42,017 : INFO : EPOCH 2 - PROGRESS: at 88.46% examples, 218392 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:43,021 : INFO : EPOCH 2 - PROGRESS: at 88.58% examples, 218390 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:44,049 : INFO : EPOCH 2 - PROGRESS: at 88.70% examples, 218392 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:45,063 : INFO : EPOCH 2 - PROGRESS: at 88.82% examples, 218391 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:46,064 : INFO : EPOCH 2 - PROGRESS: at 88.95% examples, 218400 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:47,101 : INFO : EPOCH 2 - PROGRESS: at 89.05% examples, 218389 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:48,133 : INFO : EPOCH 2 - PROGRESS: at 89.16% examples, 218381 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:49,203 : INFO : EPOCH 2 - PROGRESS: at 89.28% examples, 218388 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:50,204 : INFO : EPOCH 2 - PROGRESS: at 89.39% examples, 218395 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:51,216 : INFO : EPOCH 2 - PROGRESS: at 89.52% examples, 218393 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:52,245 : INFO : EPOCH 2 - PROGRESS: at 89.65% examples, 218402 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:53,291 : INFO : EPOCH 2 - PROGRESS: at 89.77% examples, 218388 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:54,307 : INFO : EPOCH 2 - PROGRESS: at 89.89% examples, 218391 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:55,358 : INFO : EPOCH 2 - PROGRESS: at 90.02% examples, 218391 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:56,427 : INFO : EPOCH 2 - PROGRESS: at 90.15% examples, 218388 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:57,470 : INFO : EPOCH 2 - PROGRESS: at 90.27% examples, 218392 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:58,503 : INFO : EPOCH 2 - PROGRESS: at 90.38% examples, 218393 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:01:59,537 : INFO : EPOCH 2 - PROGRESS: at 90.48% examples, 218397 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:00,544 : INFO : EPOCH 2 - PROGRESS: at 90.59% examples, 218395 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:01,551 : INFO : EPOCH 2 - PROGRESS: at 90.72% examples, 218400 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:02,554 : INFO : EPOCH 2 - PROGRESS: at 90.85% examples, 218399 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:03,557 : INFO : EPOCH 2 - PROGRESS: at 90.95% examples, 218402 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:04,561 : INFO : EPOCH 2 - PROGRESS: at 91.06% examples, 218397 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:05,570 : INFO : EPOCH 2 - PROGRESS: at 91.18% examples, 218401 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:06,584 : INFO : EPOCH 2 - PROGRESS: at 91.30% examples, 218409 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:07,634 : INFO : EPOCH 2 - PROGRESS: at 91.44% examples, 218396 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:08,668 : INFO : EPOCH 2 - PROGRESS: at 91.55% examples, 218403 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:09,679 : INFO : EPOCH 2 - PROGRESS: at 91.66% examples, 218405 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:10,691 : INFO : EPOCH 2 - PROGRESS: at 91.77% examples, 218395 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:11,727 : INFO : EPOCH 2 - PROGRESS: at 91.88% examples, 218395 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:12,762 : INFO : EPOCH 2 - PROGRESS: at 92.00% examples, 218401 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:13,784 : INFO : EPOCH 2 - PROGRESS: at 92.10% examples, 218399 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:14,797 : INFO : EPOCH 2 - PROGRESS: at 92.25% examples, 218407 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:15,813 : INFO : EPOCH 2 - PROGRESS: at 92.38% examples, 218405 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:16,825 : INFO : EPOCH 2 - PROGRESS: at 92.49% examples, 218402 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:17,833 : INFO : EPOCH 2 - PROGRESS: at 92.60% examples, 218402 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:18,900 : INFO : EPOCH 2 - PROGRESS: at 92.72% examples, 218398 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:19,971 : INFO : EPOCH 2 - PROGRESS: at 92.84% examples, 218397 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:21,014 : INFO : EPOCH 2 - PROGRESS: at 92.94% examples, 218405 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:22,058 : INFO : EPOCH 2 - PROGRESS: at 93.04% examples, 218399 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:23,086 : INFO : EPOCH 2 - PROGRESS: at 93.15% examples, 218404 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:24,094 : INFO : EPOCH 2 - PROGRESS: at 93.26% examples, 218407 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:25,100 : INFO : EPOCH 2 - PROGRESS: at 93.38% examples, 218412 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:26,107 : INFO : EPOCH 2 - PROGRESS: at 93.50% examples, 218403 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:27,108 : INFO : EPOCH 2 - PROGRESS: at 93.61% examples, 218415 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:28,138 : INFO : EPOCH 2 - PROGRESS: at 93.73% examples, 218403 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:29,226 : INFO : EPOCH 2 - PROGRESS: at 93.87% examples, 218398 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:30,313 : INFO : EPOCH 2 - PROGRESS: at 93.98% examples, 218391 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:02:31,353 : INFO : EPOCH 2 - PROGRESS: at 94.10% examples, 218396 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:32,356 : INFO : EPOCH 2 - PROGRESS: at 94.23% examples, 218406 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:33,389 : INFO : EPOCH 2 - PROGRESS: at 94.33% examples, 218404 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:34,402 : INFO : EPOCH 2 - PROGRESS: at 94.45% examples, 218403 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:35,448 : INFO : EPOCH 2 - PROGRESS: at 94.58% examples, 218396 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:36,462 : INFO : EPOCH 2 - PROGRESS: at 94.70% examples, 218403 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:37,502 : INFO : EPOCH 2 - PROGRESS: at 94.83% examples, 218395 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:38,502 : INFO : EPOCH 2 - PROGRESS: at 94.96% examples, 218406 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:39,538 : INFO : EPOCH 2 - PROGRESS: at 95.05% examples, 218396 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:40,574 : INFO : EPOCH 2 - PROGRESS: at 95.18% examples, 218406 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:41,597 : INFO : EPOCH 2 - PROGRESS: at 95.29% examples, 218407 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:42,603 : INFO : EPOCH 2 - PROGRESS: at 95.39% examples, 218405 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:43,642 : INFO : EPOCH 2 - PROGRESS: at 95.51% examples, 218403 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:44,667 : INFO : EPOCH 2 - PROGRESS: at 95.63% examples, 218404 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:45,720 : INFO : EPOCH 2 - PROGRESS: at 95.75% examples, 218407 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:46,732 : INFO : EPOCH 2 - PROGRESS: at 95.86% examples, 218414 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:47,761 : INFO : EPOCH 2 - PROGRESS: at 95.98% examples, 218412 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:48,790 : INFO : EPOCH 2 - PROGRESS: at 96.11% examples, 218411 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:49,793 : INFO : EPOCH 2 - PROGRESS: at 96.22% examples, 218403 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:50,794 : INFO : EPOCH 2 - PROGRESS: at 96.33% examples, 218408 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:51,848 : INFO : EPOCH 2 - PROGRESS: at 96.44% examples, 218405 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:52,880 : INFO : EPOCH 2 - PROGRESS: at 96.58% examples, 218415 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:53,933 : INFO : EPOCH 2 - PROGRESS: at 96.69% examples, 218412 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:54,970 : INFO : EPOCH 2 - PROGRESS: at 96.82% examples, 218412 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:56,005 : INFO : EPOCH 2 - PROGRESS: at 96.92% examples, 218414 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:57,013 : INFO : EPOCH 2 - PROGRESS: at 97.03% examples, 218414 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:58,064 : INFO : EPOCH 2 - PROGRESS: at 97.15% examples, 218416 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:02:59,100 : INFO : EPOCH 2 - PROGRESS: at 97.28% examples, 218417 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:00,150 : INFO : EPOCH 2 - PROGRESS: at 97.40% examples, 218409 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:01,225 : INFO : EPOCH 2 - PROGRESS: at 97.53% examples, 218405 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:02,226 : INFO : EPOCH 2 - PROGRESS: at 97.68% examples, 218415 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:03,229 : INFO : EPOCH 2 - PROGRESS: at 97.81% examples, 218408 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:04,255 : INFO : EPOCH 2 - PROGRESS: at 97.94% examples, 218417 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:05,277 : INFO : EPOCH 2 - PROGRESS: at 98.06% examples, 218413 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:06,277 : INFO : EPOCH 2 - PROGRESS: at 98.20% examples, 218426 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:07,309 : INFO : EPOCH 2 - PROGRESS: at 98.29% examples, 218421 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:08,311 : INFO : EPOCH 2 - PROGRESS: at 98.40% examples, 218419 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:09,358 : INFO : EPOCH 2 - PROGRESS: at 98.54% examples, 218420 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:10,386 : INFO : EPOCH 2 - PROGRESS: at 98.65% examples, 218422 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:11,424 : INFO : EPOCH 2 - PROGRESS: at 98.76% examples, 218416 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:12,452 : INFO : EPOCH 2 - PROGRESS: at 98.88% examples, 218421 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:13,501 : INFO : EPOCH 2 - PROGRESS: at 99.00% examples, 218418 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:14,501 : INFO : EPOCH 2 - PROGRESS: at 99.13% examples, 218417 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:15,527 : INFO : EPOCH 2 - PROGRESS: at 99.24% examples, 218421 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:16,549 : INFO : EPOCH 2 - PROGRESS: at 99.37% examples, 218420 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:17,556 : INFO : EPOCH 2 - PROGRESS: at 99.49% examples, 218429 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:18,630 : INFO : EPOCH 2 - PROGRESS: at 99.59% examples, 218411 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:19,641 : INFO : EPOCH 2 - PROGRESS: at 99.72% examples, 218420 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:20,652 : INFO : EPOCH 2 - PROGRESS: at 99.83% examples, 218421 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:21,658 : INFO : EPOCH 2 - PROGRESS: at 99.94% examples, 218421 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:22,171 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 19:03:22,221 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 19:03:22,239 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 19:03:22,275 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 19:03:22,276 : INFO : EPOCH - 2 : training on 247361374 raw words (187342417 effective words) took 857.7s, 218426 effective words/s
2020-07-16 19:03:23,341 : INFO : EPOCH 3 - PROGRESS: at 0.12% examples, 201024 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:24,353 : INFO : EPOCH 3 - PROGRESS: at 0.23% examples, 211597 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:25,356 : INFO : EPOCH 3 - PROGRESS: at 0.35% examples, 215096 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:26,379 : INFO : EPOCH 3 - PROGRESS: at 0.47% examples, 213871 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:27,384 : INFO : EPOCH 3 - PROGRESS: at 0.60% examples, 214523 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:28,387 : INFO : EPOCH 3 - PROGRESS: at 0.73% examples, 216344 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:29,471 : INFO : EPOCH 3 - PROGRESS: at 0.87% examples, 215532 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:30,530 : INFO : EPOCH 3 - PROGRESS: at 0.99% examples, 215558 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:31,554 : INFO : EPOCH 3 - PROGRESS: at 1.10% examples, 216772 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:32,570 : INFO : EPOCH 3 - PROGRESS: at 1.21% examples, 217228 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:33,613 : INFO : EPOCH 3 - PROGRESS: at 1.34% examples, 217004 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:34,634 : INFO : EPOCH 3 - PROGRESS: at 1.46% examples, 216970 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:35,671 : INFO : EPOCH 3 - PROGRESS: at 1.58% examples, 216330 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:36,690 : INFO : EPOCH 3 - PROGRESS: at 1.69% examples, 216727 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:03:37,723 : INFO : EPOCH 3 - PROGRESS: at 1.80% examples, 216205 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:38,810 : INFO : EPOCH 3 - PROGRESS: at 1.92% examples, 215242 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:39,858 : INFO : EPOCH 3 - PROGRESS: at 2.04% examples, 213120 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:40,860 : INFO : EPOCH 3 - PROGRESS: at 2.14% examples, 212809 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:41,886 : INFO : EPOCH 3 - PROGRESS: at 2.27% examples, 213057 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:42,896 : INFO : EPOCH 3 - PROGRESS: at 2.38% examples, 213516 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:43,934 : INFO : EPOCH 3 - PROGRESS: at 2.51% examples, 213530 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:44,967 : INFO : EPOCH 3 - PROGRESS: at 2.61% examples, 213493 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:45,981 : INFO : EPOCH 3 - PROGRESS: at 2.72% examples, 213972 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:46,990 : INFO : EPOCH 3 - PROGRESS: at 2.82% examples, 214159 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:48,022 : INFO : EPOCH 3 - PROGRESS: at 2.93% examples, 214299 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:49,037 : INFO : EPOCH 3 - PROGRESS: at 3.04% examples, 214534 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:50,061 : INFO : EPOCH 3 - PROGRESS: at 3.17% examples, 214511 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:51,072 : INFO : EPOCH 3 - PROGRESS: at 3.27% examples, 214823 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:52,141 : INFO : EPOCH 3 - PROGRESS: at 3.42% examples, 214750 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:53,148 : INFO : EPOCH 3 - PROGRESS: at 3.53% examples, 215183 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:54,191 : INFO : EPOCH 3 - PROGRESS: at 3.66% examples, 215164 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:55,280 : INFO : EPOCH 3 - PROGRESS: at 3.79% examples, 215089 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:56,306 : INFO : EPOCH 3 - PROGRESS: at 3.91% examples, 215423 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:57,308 : INFO : EPOCH 3 - PROGRESS: at 4.03% examples, 215323 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:58,332 : INFO : EPOCH 3 - PROGRESS: at 4.16% examples, 215404 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:03:59,341 : INFO : EPOCH 3 - PROGRESS: at 4.27% examples, 215630 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:00,353 : INFO : EPOCH 3 - PROGRESS: at 4.39% examples, 215697 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:01,375 : INFO : EPOCH 3 - PROGRESS: at 4.52% examples, 215674 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:02,376 : INFO : EPOCH 3 - PROGRESS: at 4.62% examples, 215990 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:03,379 : INFO : EPOCH 3 - PROGRESS: at 4.75% examples, 215973 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:04,391 : INFO : EPOCH 3 - PROGRESS: at 4.88% examples, 216069 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:05,431 : INFO : EPOCH 3 - PROGRESS: at 5.00% examples, 215974 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:06,433 : INFO : EPOCH 3 - PROGRESS: at 5.13% examples, 216094 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:07,443 : INFO : EPOCH 3 - PROGRESS: at 5.25% examples, 216178 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:08,457 : INFO : EPOCH 3 - PROGRESS: at 5.37% examples, 216257 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:09,469 : INFO : EPOCH 3 - PROGRESS: at 5.49% examples, 216258 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:10,536 : INFO : EPOCH 3 - PROGRESS: at 5.62% examples, 216243 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:11,556 : INFO : EPOCH 3 - PROGRESS: at 5.74% examples, 216514 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:12,566 : INFO : EPOCH 3 - PROGRESS: at 5.84% examples, 216387 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:13,581 : INFO : EPOCH 3 - PROGRESS: at 5.96% examples, 216429 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:14,601 : INFO : EPOCH 3 - PROGRESS: at 6.08% examples, 216525 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:15,605 : INFO : EPOCH 3 - PROGRESS: at 6.21% examples, 216697 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:16,611 : INFO : EPOCH 3 - PROGRESS: at 6.32% examples, 216683 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:17,641 : INFO : EPOCH 3 - PROGRESS: at 6.44% examples, 216714 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:18,674 : INFO : EPOCH 3 - PROGRESS: at 6.54% examples, 216648 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:19,688 : INFO : EPOCH 3 - PROGRESS: at 6.67% examples, 216852 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:20,721 : INFO : EPOCH 3 - PROGRESS: at 6.78% examples, 216712 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:21,786 : INFO : EPOCH 3 - PROGRESS: at 6.90% examples, 216571 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:22,802 : INFO : EPOCH 3 - PROGRESS: at 7.02% examples, 216846 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:23,832 : INFO : EPOCH 3 - PROGRESS: at 7.13% examples, 216777 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:24,878 : INFO : EPOCH 3 - PROGRESS: at 7.25% examples, 216868 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:25,924 : INFO : EPOCH 3 - PROGRESS: at 7.37% examples, 216850 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:26,979 : INFO : EPOCH 3 - PROGRESS: at 7.49% examples, 216863 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:28,014 : INFO : EPOCH 3 - PROGRESS: at 7.61% examples, 216891 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:29,016 : INFO : EPOCH 3 - PROGRESS: at 7.73% examples, 217022 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:30,020 : INFO : EPOCH 3 - PROGRESS: at 7.85% examples, 217124 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:31,026 : INFO : EPOCH 3 - PROGRESS: at 7.96% examples, 217067 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:32,040 : INFO : EPOCH 3 - PROGRESS: at 8.07% examples, 217043 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:33,043 : INFO : EPOCH 3 - PROGRESS: at 8.18% examples, 217018 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:34,105 : INFO : EPOCH 3 - PROGRESS: at 8.30% examples, 217039 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:35,134 : INFO : EPOCH 3 - PROGRESS: at 8.42% examples, 217087 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:36,146 : INFO : EPOCH 3 - PROGRESS: at 8.54% examples, 217160 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:37,191 : INFO : EPOCH 3 - PROGRESS: at 8.69% examples, 217188 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:38,218 : INFO : EPOCH 3 - PROGRESS: at 8.82% examples, 217156 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:39,280 : INFO : EPOCH 3 - PROGRESS: at 8.94% examples, 217199 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:40,288 : INFO : EPOCH 3 - PROGRESS: at 9.04% examples, 217201 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:41,327 : INFO : EPOCH 3 - PROGRESS: at 9.16% examples, 217208 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:42,360 : INFO : EPOCH 3 - PROGRESS: at 9.27% examples, 217284 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:43,377 : INFO : EPOCH 3 - PROGRESS: at 9.40% examples, 217330 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:44,394 : INFO : EPOCH 3 - PROGRESS: at 9.52% examples, 217257 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:45,451 : INFO : EPOCH 3 - PROGRESS: at 9.64% examples, 217288 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:46,472 : INFO : EPOCH 3 - PROGRESS: at 9.75% examples, 217295 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:47,513 : INFO : EPOCH 3 - PROGRESS: at 9.88% examples, 217319 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:48,534 : INFO : EPOCH 3 - PROGRESS: at 10.00% examples, 217341 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:49,610 : INFO : EPOCH 3 - PROGRESS: at 10.11% examples, 217251 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:50,623 : INFO : EPOCH 3 - PROGRESS: at 10.22% examples, 217326 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:51,649 : INFO : EPOCH 3 - PROGRESS: at 10.31% examples, 217377 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:52,649 : INFO : EPOCH 3 - PROGRESS: at 10.44% examples, 217439 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:53,664 : INFO : EPOCH 3 - PROGRESS: at 10.57% examples, 217388 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:54,669 : INFO : EPOCH 3 - PROGRESS: at 10.71% examples, 217396 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:55,736 : INFO : EPOCH 3 - PROGRESS: at 10.83% examples, 217367 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:56,742 : INFO : EPOCH 3 - PROGRESS: at 10.94% examples, 217467 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:57,750 : INFO : EPOCH 3 - PROGRESS: at 11.06% examples, 217364 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:58,789 : INFO : EPOCH 3 - PROGRESS: at 11.18% examples, 217359 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:04:59,823 : INFO : EPOCH 3 - PROGRESS: at 11.30% examples, 217445 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:00,877 : INFO : EPOCH 3 - PROGRESS: at 11.42% examples, 217447 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:01,929 : INFO : EPOCH 3 - PROGRESS: at 11.53% examples, 217443 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:02,976 : INFO : EPOCH 3 - PROGRESS: at 11.66% examples, 217456 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:03,986 : INFO : EPOCH 3 - PROGRESS: at 11.78% examples, 217516 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:05,000 : INFO : EPOCH 3 - PROGRESS: at 11.90% examples, 217557 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:06,036 : INFO : EPOCH 3 - PROGRESS: at 12.01% examples, 217528 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:07,058 : INFO : EPOCH 3 - PROGRESS: at 12.12% examples, 217485 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:08,066 : INFO : EPOCH 3 - PROGRESS: at 12.25% examples, 217504 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:09,083 : INFO : EPOCH 3 - PROGRESS: at 12.37% examples, 217512 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:10,110 : INFO : EPOCH 3 - PROGRESS: at 12.49% examples, 217544 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:11,137 : INFO : EPOCH 3 - PROGRESS: at 12.59% examples, 217581 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:12,215 : INFO : EPOCH 3 - PROGRESS: at 12.71% examples, 217541 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:13,243 : INFO : EPOCH 3 - PROGRESS: at 12.84% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:14,248 : INFO : EPOCH 3 - PROGRESS: at 12.95% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:15,290 : INFO : EPOCH 3 - PROGRESS: at 13.05% examples, 217576 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:16,330 : INFO : EPOCH 3 - PROGRESS: at 13.17% examples, 217543 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:17,411 : INFO : EPOCH 3 - PROGRESS: at 13.31% examples, 217562 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:18,470 : INFO : EPOCH 3 - PROGRESS: at 13.42% examples, 217584 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:19,546 : INFO : EPOCH 3 - PROGRESS: at 13.55% examples, 217594 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:20,612 : INFO : EPOCH 3 - PROGRESS: at 13.67% examples, 217584 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:21,620 : INFO : EPOCH 3 - PROGRESS: at 13.79% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:22,724 : INFO : EPOCH 3 - PROGRESS: at 13.90% examples, 217571 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:23,797 : INFO : EPOCH 3 - PROGRESS: at 14.03% examples, 217584 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:24,797 : INFO : EPOCH 3 - PROGRESS: at 14.18% examples, 217677 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:25,821 : INFO : EPOCH 3 - PROGRESS: at 14.29% examples, 217617 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:26,831 : INFO : EPOCH 3 - PROGRESS: at 14.43% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:27,836 : INFO : EPOCH 3 - PROGRESS: at 14.54% examples, 217673 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:28,846 : INFO : EPOCH 3 - PROGRESS: at 14.66% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:29,856 : INFO : EPOCH 3 - PROGRESS: at 14.77% examples, 217719 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:30,870 : INFO : EPOCH 3 - PROGRESS: at 14.87% examples, 217662 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:31,880 : INFO : EPOCH 3 - PROGRESS: at 15.00% examples, 217694 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:32,891 : INFO : EPOCH 3 - PROGRESS: at 15.12% examples, 217699 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:33,920 : INFO : EPOCH 3 - PROGRESS: at 15.23% examples, 217675 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:34,960 : INFO : EPOCH 3 - PROGRESS: at 15.35% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:36,017 : INFO : EPOCH 3 - PROGRESS: at 15.49% examples, 217679 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:37,055 : INFO : EPOCH 3 - PROGRESS: at 15.61% examples, 217706 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:38,057 : INFO : EPOCH 3 - PROGRESS: at 15.73% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:39,067 : INFO : EPOCH 3 - PROGRESS: at 15.87% examples, 217695 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:40,079 : INFO : EPOCH 3 - PROGRESS: at 15.99% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:41,105 : INFO : EPOCH 3 - PROGRESS: at 16.11% examples, 217720 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:42,131 : INFO : EPOCH 3 - PROGRESS: at 16.23% examples, 217716 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:43,176 : INFO : EPOCH 3 - PROGRESS: at 16.37% examples, 217742 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:44,195 : INFO : EPOCH 3 - PROGRESS: at 16.50% examples, 217765 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:45,219 : INFO : EPOCH 3 - PROGRESS: at 16.62% examples, 217765 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:46,220 : INFO : EPOCH 3 - PROGRESS: at 16.73% examples, 217715 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:47,236 : INFO : EPOCH 3 - PROGRESS: at 16.85% examples, 217732 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:48,259 : INFO : EPOCH 3 - PROGRESS: at 16.96% examples, 217733 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:49,270 : INFO : EPOCH 3 - PROGRESS: at 17.07% examples, 217746 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:50,289 : INFO : EPOCH 3 - PROGRESS: at 17.18% examples, 217744 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:51,294 : INFO : EPOCH 3 - PROGRESS: at 17.29% examples, 217775 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:52,320 : INFO : EPOCH 3 - PROGRESS: at 17.42% examples, 217720 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:53,348 : INFO : EPOCH 3 - PROGRESS: at 17.55% examples, 217748 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:54,360 : INFO : EPOCH 3 - PROGRESS: at 17.64% examples, 217737 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:55,362 : INFO : EPOCH 3 - PROGRESS: at 17.77% examples, 217756 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:56,371 : INFO : EPOCH 3 - PROGRESS: at 17.88% examples, 217789 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:57,374 : INFO : EPOCH 3 - PROGRESS: at 18.00% examples, 217799 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:58,379 : INFO : EPOCH 3 - PROGRESS: at 18.13% examples, 217773 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:05:59,399 : INFO : EPOCH 3 - PROGRESS: at 18.22% examples, 217807 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:00,427 : INFO : EPOCH 3 - PROGRESS: at 18.33% examples, 217797 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:01,477 : INFO : EPOCH 3 - PROGRESS: at 18.45% examples, 217785 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:02,560 : INFO : EPOCH 3 - PROGRESS: at 18.57% examples, 217777 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:03,577 : INFO : EPOCH 3 - PROGRESS: at 18.70% examples, 217837 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:04,591 : INFO : EPOCH 3 - PROGRESS: at 18.81% examples, 217808 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:05,601 : INFO : EPOCH 3 - PROGRESS: at 18.91% examples, 217789 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:06,616 : INFO : EPOCH 3 - PROGRESS: at 19.04% examples, 217816 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:07,622 : INFO : EPOCH 3 - PROGRESS: at 19.16% examples, 217766 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:08,636 : INFO : EPOCH 3 - PROGRESS: at 19.29% examples, 217798 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:09,659 : INFO : EPOCH 3 - PROGRESS: at 19.40% examples, 217843 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:10,661 : INFO : EPOCH 3 - PROGRESS: at 19.53% examples, 217855 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:11,702 : INFO : EPOCH 3 - PROGRESS: at 19.65% examples, 217836 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:12,733 : INFO : EPOCH 3 - PROGRESS: at 19.77% examples, 217837 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:13,763 : INFO : EPOCH 3 - PROGRESS: at 19.90% examples, 217834 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:14,813 : INFO : EPOCH 3 - PROGRESS: at 20.04% examples, 217853 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:15,888 : INFO : EPOCH 3 - PROGRESS: at 20.18% examples, 217821 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:16,900 : INFO : EPOCH 3 - PROGRESS: at 20.29% examples, 217858 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:17,931 : INFO : EPOCH 3 - PROGRESS: at 20.41% examples, 217843 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:18,959 : INFO : EPOCH 3 - PROGRESS: at 20.54% examples, 217845 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:20,004 : INFO : EPOCH 3 - PROGRESS: at 20.67% examples, 217848 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:21,023 : INFO : EPOCH 3 - PROGRESS: at 20.79% examples, 217885 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:22,048 : INFO : EPOCH 3 - PROGRESS: at 20.90% examples, 217853 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:23,056 : INFO : EPOCH 3 - PROGRESS: at 21.03% examples, 217885 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:24,067 : INFO : EPOCH 3 - PROGRESS: at 21.15% examples, 217905 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:25,100 : INFO : EPOCH 3 - PROGRESS: at 21.27% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:26,126 : INFO : EPOCH 3 - PROGRESS: at 21.38% examples, 217904 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:27,160 : INFO : EPOCH 3 - PROGRESS: at 21.51% examples, 217900 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:28,209 : INFO : EPOCH 3 - PROGRESS: at 21.65% examples, 217886 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:29,245 : INFO : EPOCH 3 - PROGRESS: at 21.76% examples, 217899 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:30,245 : INFO : EPOCH 3 - PROGRESS: at 21.90% examples, 217903 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:31,288 : INFO : EPOCH 3 - PROGRESS: at 22.02% examples, 217909 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:32,335 : INFO : EPOCH 3 - PROGRESS: at 22.13% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:33,349 : INFO : EPOCH 3 - PROGRESS: at 22.24% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:34,382 : INFO : EPOCH 3 - PROGRESS: at 22.35% examples, 217937 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:35,387 : INFO : EPOCH 3 - PROGRESS: at 22.48% examples, 217931 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:36,407 : INFO : EPOCH 3 - PROGRESS: at 22.59% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:37,408 : INFO : EPOCH 3 - PROGRESS: at 22.69% examples, 217975 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:38,452 : INFO : EPOCH 3 - PROGRESS: at 22.81% examples, 217930 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:39,460 : INFO : EPOCH 3 - PROGRESS: at 22.94% examples, 217928 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:40,474 : INFO : EPOCH 3 - PROGRESS: at 23.06% examples, 217982 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:41,513 : INFO : EPOCH 3 - PROGRESS: at 23.19% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:42,514 : INFO : EPOCH 3 - PROGRESS: at 23.29% examples, 217955 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:43,554 : INFO : EPOCH 3 - PROGRESS: at 23.42% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:44,562 : INFO : EPOCH 3 - PROGRESS: at 23.54% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:45,582 : INFO : EPOCH 3 - PROGRESS: at 23.66% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:46,611 : INFO : EPOCH 3 - PROGRESS: at 23.77% examples, 217950 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:47,617 : INFO : EPOCH 3 - PROGRESS: at 23.88% examples, 217978 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:48,624 : INFO : EPOCH 3 - PROGRESS: at 24.00% examples, 217971 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:49,635 : INFO : EPOCH 3 - PROGRESS: at 24.12% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:50,638 : INFO : EPOCH 3 - PROGRESS: at 24.24% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:51,704 : INFO : EPOCH 3 - PROGRESS: at 24.38% examples, 217957 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:52,756 : INFO : EPOCH 3 - PROGRESS: at 24.53% examples, 217967 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:53,761 : INFO : EPOCH 3 - PROGRESS: at 24.65% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:54,772 : INFO : EPOCH 3 - PROGRESS: at 24.75% examples, 217982 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:55,780 : INFO : EPOCH 3 - PROGRESS: at 24.88% examples, 218016 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:56,804 : INFO : EPOCH 3 - PROGRESS: at 25.00% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:57,813 : INFO : EPOCH 3 - PROGRESS: at 25.13% examples, 217983 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:58,820 : INFO : EPOCH 3 - PROGRESS: at 25.26% examples, 217992 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:06:59,824 : INFO : EPOCH 3 - PROGRESS: at 25.38% examples, 217986 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:00,825 : INFO : EPOCH 3 - PROGRESS: at 25.49% examples, 217998 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:01,870 : INFO : EPOCH 3 - PROGRESS: at 25.60% examples, 217992 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:02,897 : INFO : EPOCH 3 - PROGRESS: at 25.73% examples, 218013 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:03,907 : INFO : EPOCH 3 - PROGRESS: at 25.85% examples, 217999 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:04,935 : INFO : EPOCH 3 - PROGRESS: at 25.97% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:05,955 : INFO : EPOCH 3 - PROGRESS: at 26.10% examples, 218009 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:06,984 : INFO : EPOCH 3 - PROGRESS: at 26.22% examples, 218008 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:07,992 : INFO : EPOCH 3 - PROGRESS: at 26.35% examples, 218035 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:09,042 : INFO : EPOCH 3 - PROGRESS: at 26.47% examples, 218006 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:10,064 : INFO : EPOCH 3 - PROGRESS: at 26.60% examples, 217996 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:11,123 : INFO : EPOCH 3 - PROGRESS: at 26.73% examples, 217938 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:12,155 : INFO : EPOCH 3 - PROGRESS: at 26.83% examples, 217907 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:13,201 : INFO : EPOCH 3 - PROGRESS: at 26.95% examples, 217907 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:14,227 : INFO : EPOCH 3 - PROGRESS: at 27.09% examples, 217922 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:15,281 : INFO : EPOCH 3 - PROGRESS: at 27.22% examples, 217907 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:16,319 : INFO : EPOCH 3 - PROGRESS: at 27.33% examples, 217897 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:17,330 : INFO : EPOCH 3 - PROGRESS: at 27.45% examples, 217930 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:18,367 : INFO : EPOCH 3 - PROGRESS: at 27.58% examples, 217924 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:19,404 : INFO : EPOCH 3 - PROGRESS: at 27.69% examples, 217911 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:20,412 : INFO : EPOCH 3 - PROGRESS: at 27.82% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:21,416 : INFO : EPOCH 3 - PROGRESS: at 27.92% examples, 217937 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:22,429 : INFO : EPOCH 3 - PROGRESS: at 28.03% examples, 217935 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:23,453 : INFO : EPOCH 3 - PROGRESS: at 28.15% examples, 217933 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:24,460 : INFO : EPOCH 3 - PROGRESS: at 28.27% examples, 217955 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:25,481 : INFO : EPOCH 3 - PROGRESS: at 28.40% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:26,501 : INFO : EPOCH 3 - PROGRESS: at 28.51% examples, 217926 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:27,506 : INFO : EPOCH 3 - PROGRESS: at 28.63% examples, 217945 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:28,520 : INFO : EPOCH 3 - PROGRESS: at 28.74% examples, 217931 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:29,547 : INFO : EPOCH 3 - PROGRESS: at 28.86% examples, 217907 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:30,594 : INFO : EPOCH 3 - PROGRESS: at 28.97% examples, 217910 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:31,636 : INFO : EPOCH 3 - PROGRESS: at 29.08% examples, 217915 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:32,645 : INFO : EPOCH 3 - PROGRESS: at 29.20% examples, 217910 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:33,665 : INFO : EPOCH 3 - PROGRESS: at 29.32% examples, 217908 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:34,709 : INFO : EPOCH 3 - PROGRESS: at 29.42% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:35,711 : INFO : EPOCH 3 - PROGRESS: at 29.55% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:36,743 : INFO : EPOCH 3 - PROGRESS: at 29.67% examples, 217917 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:37,787 : INFO : EPOCH 3 - PROGRESS: at 29.79% examples, 217909 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:38,833 : INFO : EPOCH 3 - PROGRESS: at 29.90% examples, 217928 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:39,835 : INFO : EPOCH 3 - PROGRESS: at 30.02% examples, 217931 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:40,863 : INFO : EPOCH 3 - PROGRESS: at 30.13% examples, 217932 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:41,865 : INFO : EPOCH 3 - PROGRESS: at 30.23% examples, 217938 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:42,869 : INFO : EPOCH 3 - PROGRESS: at 30.35% examples, 217950 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:43,900 : INFO : EPOCH 3 - PROGRESS: at 30.47% examples, 217933 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:44,940 : INFO : EPOCH 3 - PROGRESS: at 30.59% examples, 217924 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:45,961 : INFO : EPOCH 3 - PROGRESS: at 30.70% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:47,000 : INFO : EPOCH 3 - PROGRESS: at 30.84% examples, 217938 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:48,055 : INFO : EPOCH 3 - PROGRESS: at 30.97% examples, 217937 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:49,100 : INFO : EPOCH 3 - PROGRESS: at 31.09% examples, 217937 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:50,157 : INFO : EPOCH 3 - PROGRESS: at 31.22% examples, 217951 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:51,166 : INFO : EPOCH 3 - PROGRESS: at 31.37% examples, 217956 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:07:52,251 : INFO : EPOCH 3 - PROGRESS: at 31.49% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:53,260 : INFO : EPOCH 3 - PROGRESS: at 31.61% examples, 217952 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:54,267 : INFO : EPOCH 3 - PROGRESS: at 31.74% examples, 217970 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:55,280 : INFO : EPOCH 3 - PROGRESS: at 31.85% examples, 217951 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:56,304 : INFO : EPOCH 3 - PROGRESS: at 31.95% examples, 217960 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:57,320 : INFO : EPOCH 3 - PROGRESS: at 32.07% examples, 217980 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:58,346 : INFO : EPOCH 3 - PROGRESS: at 32.19% examples, 217954 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:07:59,365 : INFO : EPOCH 3 - PROGRESS: at 32.29% examples, 217945 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:00,422 : INFO : EPOCH 3 - PROGRESS: at 32.43% examples, 217955 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:01,433 : INFO : EPOCH 3 - PROGRESS: at 32.54% examples, 217975 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:02,477 : INFO : EPOCH 3 - PROGRESS: at 32.66% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:03,492 : INFO : EPOCH 3 - PROGRESS: at 32.76% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:04,499 : INFO : EPOCH 3 - PROGRESS: at 32.87% examples, 217945 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:05,515 : INFO : EPOCH 3 - PROGRESS: at 32.99% examples, 217925 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:06,520 : INFO : EPOCH 3 - PROGRESS: at 33.10% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:07,550 : INFO : EPOCH 3 - PROGRESS: at 33.21% examples, 217883 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:08,558 : INFO : EPOCH 3 - PROGRESS: at 33.34% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:09,563 : INFO : EPOCH 3 - PROGRESS: at 33.43% examples, 217743 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:10,574 : INFO : EPOCH 3 - PROGRESS: at 33.53% examples, 217665 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:11,594 : INFO : EPOCH 3 - PROGRESS: at 33.64% examples, 217644 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:12,602 : INFO : EPOCH 3 - PROGRESS: at 33.75% examples, 217636 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:13,602 : INFO : EPOCH 3 - PROGRESS: at 33.88% examples, 217660 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:14,638 : INFO : EPOCH 3 - PROGRESS: at 33.99% examples, 217649 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:15,721 : INFO : EPOCH 3 - PROGRESS: at 34.12% examples, 217598 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:08:16,764 : INFO : EPOCH 3 - PROGRESS: at 34.20% examples, 217338 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:17,809 : INFO : EPOCH 3 - PROGRESS: at 34.30% examples, 217104 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:08:18,907 : INFO : EPOCH 3 - PROGRESS: at 34.38% examples, 216780 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:19,909 : INFO : EPOCH 3 - PROGRESS: at 34.45% examples, 216490 words/s, in_qsize 7, out_qsize 1
2020-07-16 19:08:21,013 : INFO : EPOCH 3 - PROGRESS: at 34.53% examples, 216158 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:22,109 : INFO : EPOCH 3 - PROGRESS: at 34.60% examples, 215827 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:23,190 : INFO : EPOCH 3 - PROGRESS: at 34.67% examples, 215513 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:24,237 : INFO : EPOCH 3 - PROGRESS: at 34.74% examples, 215218 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:25,288 : INFO : EPOCH 3 - PROGRESS: at 34.78% examples, 214851 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:26,336 : INFO : EPOCH 3 - PROGRESS: at 34.86% examples, 214552 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:27,360 : INFO : EPOCH 3 - PROGRESS: at 34.97% examples, 214393 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:28,382 : INFO : EPOCH 3 - PROGRESS: at 35.07% examples, 214416 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:29,447 : INFO : EPOCH 3 - PROGRESS: at 35.20% examples, 214418 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:30,452 : INFO : EPOCH 3 - PROGRESS: at 35.32% examples, 214447 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:31,525 : INFO : EPOCH 3 - PROGRESS: at 35.44% examples, 214431 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:32,549 : INFO : EPOCH 3 - PROGRESS: at 35.57% examples, 214461 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:33,556 : INFO : EPOCH 3 - PROGRESS: at 35.66% examples, 214453 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:34,595 : INFO : EPOCH 3 - PROGRESS: at 35.79% examples, 214486 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:35,616 : INFO : EPOCH 3 - PROGRESS: at 35.88% examples, 214329 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:36,648 : INFO : EPOCH 3 - PROGRESS: at 35.97% examples, 214090 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:37,657 : INFO : EPOCH 3 - PROGRESS: at 36.05% examples, 213848 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:38,744 : INFO : EPOCH 3 - PROGRESS: at 36.13% examples, 213565 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:39,751 : INFO : EPOCH 3 - PROGRESS: at 36.21% examples, 213283 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:40,755 : INFO : EPOCH 3 - PROGRESS: at 36.29% examples, 213172 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:41,766 : INFO : EPOCH 3 - PROGRESS: at 36.39% examples, 213049 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:42,778 : INFO : EPOCH 3 - PROGRESS: at 36.49% examples, 212938 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:43,854 : INFO : EPOCH 3 - PROGRESS: at 36.59% examples, 212806 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:44,907 : INFO : EPOCH 3 - PROGRESS: at 36.70% examples, 212671 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:45,934 : INFO : EPOCH 3 - PROGRESS: at 36.82% examples, 212562 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:46,938 : INFO : EPOCH 3 - PROGRESS: at 36.92% examples, 212427 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:47,971 : INFO : EPOCH 3 - PROGRESS: at 37.03% examples, 212341 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:48,977 : INFO : EPOCH 3 - PROGRESS: at 37.11% examples, 212206 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:49,984 : INFO : EPOCH 3 - PROGRESS: at 37.21% examples, 212124 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:50,987 : INFO : EPOCH 3 - PROGRESS: at 37.29% examples, 211999 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:51,991 : INFO : EPOCH 3 - PROGRESS: at 37.40% examples, 211875 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:53,050 : INFO : EPOCH 3 - PROGRESS: at 37.50% examples, 211749 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:54,149 : INFO : EPOCH 3 - PROGRESS: at 37.60% examples, 211611 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:55,233 : INFO : EPOCH 3 - PROGRESS: at 37.72% examples, 211545 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:56,242 : INFO : EPOCH 3 - PROGRESS: at 37.84% examples, 211578 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:57,289 : INFO : EPOCH 3 - PROGRESS: at 37.95% examples, 211589 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:58,346 : INFO : EPOCH 3 - PROGRESS: at 38.07% examples, 211609 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:08:59,354 : INFO : EPOCH 3 - PROGRESS: at 38.19% examples, 211650 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:00,377 : INFO : EPOCH 3 - PROGRESS: at 38.30% examples, 211653 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:09:01,399 : INFO : EPOCH 3 - PROGRESS: at 38.43% examples, 211680 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:02,420 : INFO : EPOCH 3 - PROGRESS: at 38.54% examples, 211702 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:03,447 : INFO : EPOCH 3 - PROGRESS: at 38.65% examples, 211720 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:04,474 : INFO : EPOCH 3 - PROGRESS: at 38.78% examples, 211750 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:05,497 : INFO : EPOCH 3 - PROGRESS: at 38.89% examples, 211749 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:06,508 : INFO : EPOCH 3 - PROGRESS: at 39.01% examples, 211797 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:07,538 : INFO : EPOCH 3 - PROGRESS: at 39.13% examples, 211785 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:08,540 : INFO : EPOCH 3 - PROGRESS: at 39.24% examples, 211837 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:09,556 : INFO : EPOCH 3 - PROGRESS: at 39.37% examples, 211857 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:10,576 : INFO : EPOCH 3 - PROGRESS: at 39.48% examples, 211852 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:11,576 : INFO : EPOCH 3 - PROGRESS: at 39.56% examples, 211699 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:12,634 : INFO : EPOCH 3 - PROGRESS: at 39.64% examples, 211474 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:13,648 : INFO : EPOCH 3 - PROGRESS: at 39.71% examples, 211280 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:09:14,681 : INFO : EPOCH 3 - PROGRESS: at 39.80% examples, 211068 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:15,708 : INFO : EPOCH 3 - PROGRESS: at 39.86% examples, 210824 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:16,719 : INFO : EPOCH 3 - PROGRESS: at 39.95% examples, 210709 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:17,727 : INFO : EPOCH 3 - PROGRESS: at 40.05% examples, 210619 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:18,755 : INFO : EPOCH 3 - PROGRESS: at 40.15% examples, 210530 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:19,769 : INFO : EPOCH 3 - PROGRESS: at 40.24% examples, 210432 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:20,794 : INFO : EPOCH 3 - PROGRESS: at 40.34% examples, 210345 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:21,841 : INFO : EPOCH 3 - PROGRESS: at 40.44% examples, 210222 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:09:22,847 : INFO : EPOCH 3 - PROGRESS: at 40.53% examples, 210135 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:09:23,873 : INFO : EPOCH 3 - PROGRESS: at 40.63% examples, 210033 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:24,972 : INFO : EPOCH 3 - PROGRESS: at 40.73% examples, 209904 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:25,982 : INFO : EPOCH 3 - PROGRESS: at 40.83% examples, 209829 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:27,042 : INFO : EPOCH 3 - PROGRESS: at 40.91% examples, 209696 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:28,097 : INFO : EPOCH 3 - PROGRESS: at 41.02% examples, 209614 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:09:29,102 : INFO : EPOCH 3 - PROGRESS: at 41.12% examples, 209558 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:30,132 : INFO : EPOCH 3 - PROGRESS: at 41.20% examples, 209416 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:31,133 : INFO : EPOCH 3 - PROGRESS: at 41.31% examples, 209328 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:32,146 : INFO : EPOCH 3 - PROGRESS: at 41.39% examples, 209230 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:09:33,169 : INFO : EPOCH 3 - PROGRESS: at 41.48% examples, 209147 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:09:34,206 : INFO : EPOCH 3 - PROGRESS: at 41.58% examples, 209055 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:35,227 : INFO : EPOCH 3 - PROGRESS: at 41.68% examples, 208961 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:36,235 : INFO : EPOCH 3 - PROGRESS: at 41.78% examples, 208865 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:37,282 : INFO : EPOCH 3 - PROGRESS: at 41.88% examples, 208779 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:38,288 : INFO : EPOCH 3 - PROGRESS: at 41.98% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:39,343 : INFO : EPOCH 3 - PROGRESS: at 42.08% examples, 208597 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:40,348 : INFO : EPOCH 3 - PROGRESS: at 42.19% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:41,382 : INFO : EPOCH 3 - PROGRESS: at 42.28% examples, 208434 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:42,442 : INFO : EPOCH 3 - PROGRESS: at 42.38% examples, 208337 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:43,470 : INFO : EPOCH 3 - PROGRESS: at 42.47% examples, 208243 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:44,474 : INFO : EPOCH 3 - PROGRESS: at 42.57% examples, 208179 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:45,491 : INFO : EPOCH 3 - PROGRESS: at 42.66% examples, 208081 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:46,528 : INFO : EPOCH 3 - PROGRESS: at 42.77% examples, 207993 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:47,547 : INFO : EPOCH 3 - PROGRESS: at 42.85% examples, 207923 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:48,573 : INFO : EPOCH 3 - PROGRESS: at 42.96% examples, 207817 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:49,603 : INFO : EPOCH 3 - PROGRESS: at 43.05% examples, 207733 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:50,630 : INFO : EPOCH 3 - PROGRESS: at 43.13% examples, 207668 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:51,717 : INFO : EPOCH 3 - PROGRESS: at 43.22% examples, 207552 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:09:52,806 : INFO : EPOCH 3 - PROGRESS: at 43.33% examples, 207466 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:53,832 : INFO : EPOCH 3 - PROGRESS: at 43.42% examples, 207390 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:54,891 : INFO : EPOCH 3 - PROGRESS: at 43.53% examples, 207296 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:55,927 : INFO : EPOCH 3 - PROGRESS: at 43.63% examples, 207198 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:56,963 : INFO : EPOCH 3 - PROGRESS: at 43.72% examples, 207104 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:57,977 : INFO : EPOCH 3 - PROGRESS: at 43.81% examples, 207031 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:09:59,013 : INFO : EPOCH 3 - PROGRESS: at 43.90% examples, 206940 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:00,014 : INFO : EPOCH 3 - PROGRESS: at 43.99% examples, 206866 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:01,042 : INFO : EPOCH 3 - PROGRESS: at 44.08% examples, 206763 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:02,055 : INFO : EPOCH 3 - PROGRESS: at 44.17% examples, 206700 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:03,085 : INFO : EPOCH 3 - PROGRESS: at 44.26% examples, 206627 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:10:04,136 : INFO : EPOCH 3 - PROGRESS: at 44.36% examples, 206538 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:05,160 : INFO : EPOCH 3 - PROGRESS: at 44.45% examples, 206447 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:10:06,200 : INFO : EPOCH 3 - PROGRESS: at 44.54% examples, 206378 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:07,227 : INFO : EPOCH 3 - PROGRESS: at 44.64% examples, 206299 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:08,258 : INFO : EPOCH 3 - PROGRESS: at 44.74% examples, 206227 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:09,316 : INFO : EPOCH 3 - PROGRESS: at 44.83% examples, 206152 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:10,318 : INFO : EPOCH 3 - PROGRESS: at 44.92% examples, 206074 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:11,385 : INFO : EPOCH 3 - PROGRESS: at 45.04% examples, 206016 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:12,445 : INFO : EPOCH 3 - PROGRESS: at 45.13% examples, 205923 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:10:13,464 : INFO : EPOCH 3 - PROGRESS: at 45.23% examples, 205850 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:14,562 : INFO : EPOCH 3 - PROGRESS: at 45.34% examples, 205754 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:15,585 : INFO : EPOCH 3 - PROGRESS: at 45.42% examples, 205705 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:16,610 : INFO : EPOCH 3 - PROGRESS: at 45.52% examples, 205619 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:17,631 : INFO : EPOCH 3 - PROGRESS: at 45.60% examples, 205562 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:18,660 : INFO : EPOCH 3 - PROGRESS: at 45.70% examples, 205483 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:19,753 : INFO : EPOCH 3 - PROGRESS: at 45.80% examples, 205375 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:10:20,791 : INFO : EPOCH 3 - PROGRESS: at 45.91% examples, 205310 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:21,802 : INFO : EPOCH 3 - PROGRESS: at 46.02% examples, 205252 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:22,809 : INFO : EPOCH 3 - PROGRESS: at 46.12% examples, 205194 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:23,820 : INFO : EPOCH 3 - PROGRESS: at 46.22% examples, 205091 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:24,840 : INFO : EPOCH 3 - PROGRESS: at 46.32% examples, 205030 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:25,859 : INFO : EPOCH 3 - PROGRESS: at 46.41% examples, 204973 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:26,902 : INFO : EPOCH 3 - PROGRESS: at 46.52% examples, 204905 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:27,958 : INFO : EPOCH 3 - PROGRESS: at 46.61% examples, 204814 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:29,037 : INFO : EPOCH 3 - PROGRESS: at 46.71% examples, 204737 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:30,079 : INFO : EPOCH 3 - PROGRESS: at 46.80% examples, 204667 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:31,099 : INFO : EPOCH 3 - PROGRESS: at 46.90% examples, 204618 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:32,115 : INFO : EPOCH 3 - PROGRESS: at 47.00% examples, 204542 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:33,179 : INFO : EPOCH 3 - PROGRESS: at 47.09% examples, 204467 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:34,185 : INFO : EPOCH 3 - PROGRESS: at 47.19% examples, 204413 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:10:35,225 : INFO : EPOCH 3 - PROGRESS: at 47.29% examples, 204341 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:36,227 : INFO : EPOCH 3 - PROGRESS: at 47.40% examples, 204276 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:37,320 : INFO : EPOCH 3 - PROGRESS: at 47.49% examples, 204191 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:38,350 : INFO : EPOCH 3 - PROGRESS: at 47.60% examples, 204135 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:10:39,458 : INFO : EPOCH 3 - PROGRESS: at 47.71% examples, 204056 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:40,515 : INFO : EPOCH 3 - PROGRESS: at 47.82% examples, 204009 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:10:41,588 : INFO : EPOCH 3 - PROGRESS: at 47.91% examples, 203951 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:42,641 : INFO : EPOCH 3 - PROGRESS: at 48.01% examples, 203871 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:43,651 : INFO : EPOCH 3 - PROGRESS: at 48.11% examples, 203827 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:44,669 : INFO : EPOCH 3 - PROGRESS: at 48.21% examples, 203770 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:45,703 : INFO : EPOCH 3 - PROGRESS: at 48.31% examples, 203667 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:46,707 : INFO : EPOCH 3 - PROGRESS: at 48.40% examples, 203618 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:47,710 : INFO : EPOCH 3 - PROGRESS: at 48.48% examples, 203566 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:48,762 : INFO : EPOCH 3 - PROGRESS: at 48.56% examples, 203485 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:49,797 : INFO : EPOCH 3 - PROGRESS: at 48.67% examples, 203423 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:50,830 : INFO : EPOCH 3 - PROGRESS: at 48.76% examples, 203362 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:51,901 : INFO : EPOCH 3 - PROGRESS: at 48.85% examples, 203288 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:52,908 : INFO : EPOCH 3 - PROGRESS: at 48.94% examples, 203241 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:54,000 : INFO : EPOCH 3 - PROGRESS: at 49.03% examples, 203164 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:55,005 : INFO : EPOCH 3 - PROGRESS: at 49.12% examples, 203109 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:56,079 : INFO : EPOCH 3 - PROGRESS: at 49.22% examples, 203023 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:57,079 : INFO : EPOCH 3 - PROGRESS: at 49.32% examples, 202986 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:58,121 : INFO : EPOCH 3 - PROGRESS: at 49.42% examples, 202911 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:10:59,165 : INFO : EPOCH 3 - PROGRESS: at 49.51% examples, 202846 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:00,229 : INFO : EPOCH 3 - PROGRESS: at 49.61% examples, 202793 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:01,266 : INFO : EPOCH 3 - PROGRESS: at 49.72% examples, 202723 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:11:02,277 : INFO : EPOCH 3 - PROGRESS: at 49.82% examples, 202671 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:03,325 : INFO : EPOCH 3 - PROGRESS: at 49.92% examples, 202584 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:11:04,346 : INFO : EPOCH 3 - PROGRESS: at 50.03% examples, 202542 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:05,348 : INFO : EPOCH 3 - PROGRESS: at 50.13% examples, 202477 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:06,358 : INFO : EPOCH 3 - PROGRESS: at 50.24% examples, 202420 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:07,373 : INFO : EPOCH 3 - PROGRESS: at 50.34% examples, 202370 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:08,428 : INFO : EPOCH 3 - PROGRESS: at 50.42% examples, 202301 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:09,448 : INFO : EPOCH 3 - PROGRESS: at 50.52% examples, 202256 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:10,468 : INFO : EPOCH 3 - PROGRESS: at 50.62% examples, 202179 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:11,493 : INFO : EPOCH 3 - PROGRESS: at 50.70% examples, 202119 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:12,551 : INFO : EPOCH 3 - PROGRESS: at 50.80% examples, 202063 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:13,577 : INFO : EPOCH 3 - PROGRESS: at 50.90% examples, 202026 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:14,580 : INFO : EPOCH 3 - PROGRESS: at 50.98% examples, 201968 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:15,604 : INFO : EPOCH 3 - PROGRESS: at 51.09% examples, 201913 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:16,629 : INFO : EPOCH 3 - PROGRESS: at 51.17% examples, 201847 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:17,681 : INFO : EPOCH 3 - PROGRESS: at 51.27% examples, 201796 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:18,701 : INFO : EPOCH 3 - PROGRESS: at 51.36% examples, 201734 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:11:19,729 : INFO : EPOCH 3 - PROGRESS: at 51.45% examples, 201672 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:20,773 : INFO : EPOCH 3 - PROGRESS: at 51.54% examples, 201588 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:11:21,789 : INFO : EPOCH 3 - PROGRESS: at 51.64% examples, 201531 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:11:22,809 : INFO : EPOCH 3 - PROGRESS: at 51.74% examples, 201485 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:23,841 : INFO : EPOCH 3 - PROGRESS: at 51.83% examples, 201424 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:24,949 : INFO : EPOCH 3 - PROGRESS: at 51.94% examples, 201375 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:11:25,961 : INFO : EPOCH 3 - PROGRESS: at 52.03% examples, 201320 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:26,972 : INFO : EPOCH 3 - PROGRESS: at 52.12% examples, 201287 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:28,012 : INFO : EPOCH 3 - PROGRESS: at 52.23% examples, 201239 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:29,013 : INFO : EPOCH 3 - PROGRESS: at 52.34% examples, 201172 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:30,037 : INFO : EPOCH 3 - PROGRESS: at 52.45% examples, 201134 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:31,084 : INFO : EPOCH 3 - PROGRESS: at 52.52% examples, 201076 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:32,113 : INFO : EPOCH 3 - PROGRESS: at 52.61% examples, 201030 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:33,115 : INFO : EPOCH 3 - PROGRESS: at 52.70% examples, 200974 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:34,164 : INFO : EPOCH 3 - PROGRESS: at 52.81% examples, 200910 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:35,227 : INFO : EPOCH 3 - PROGRESS: at 52.91% examples, 200856 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:36,319 : INFO : EPOCH 3 - PROGRESS: at 53.01% examples, 200802 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:37,397 : INFO : EPOCH 3 - PROGRESS: at 53.10% examples, 200745 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:38,398 : INFO : EPOCH 3 - PROGRESS: at 53.22% examples, 200698 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:39,417 : INFO : EPOCH 3 - PROGRESS: at 53.32% examples, 200661 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:40,428 : INFO : EPOCH 3 - PROGRESS: at 53.42% examples, 200597 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:41,430 : INFO : EPOCH 3 - PROGRESS: at 53.50% examples, 200541 words/s, in_qsize 5, out_qsize 2
2020-07-16 19:11:42,482 : INFO : EPOCH 3 - PROGRESS: at 53.61% examples, 200505 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:43,537 : INFO : EPOCH 3 - PROGRESS: at 53.69% examples, 200445 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:44,538 : INFO : EPOCH 3 - PROGRESS: at 53.80% examples, 200411 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:45,546 : INFO : EPOCH 3 - PROGRESS: at 53.89% examples, 200370 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:46,547 : INFO : EPOCH 3 - PROGRESS: at 53.99% examples, 200312 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:47,568 : INFO : EPOCH 3 - PROGRESS: at 54.07% examples, 200260 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:48,655 : INFO : EPOCH 3 - PROGRESS: at 54.17% examples, 200201 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:11:49,675 : INFO : EPOCH 3 - PROGRESS: at 54.27% examples, 200171 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:50,710 : INFO : EPOCH 3 - PROGRESS: at 54.36% examples, 200097 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:51,719 : INFO : EPOCH 3 - PROGRESS: at 54.46% examples, 200060 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:11:52,731 : INFO : EPOCH 3 - PROGRESS: at 54.56% examples, 200017 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:53,754 : INFO : EPOCH 3 - PROGRESS: at 54.65% examples, 199953 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:54,768 : INFO : EPOCH 3 - PROGRESS: at 54.75% examples, 199920 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:55,788 : INFO : EPOCH 3 - PROGRESS: at 54.84% examples, 199877 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:11:56,811 : INFO : EPOCH 3 - PROGRESS: at 54.92% examples, 199818 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:57,834 : INFO : EPOCH 3 - PROGRESS: at 55.02% examples, 199779 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:58,840 : INFO : EPOCH 3 - PROGRESS: at 55.11% examples, 199717 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:11:59,860 : INFO : EPOCH 3 - PROGRESS: at 55.20% examples, 199692 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:00,877 : INFO : EPOCH 3 - PROGRESS: at 55.30% examples, 199626 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:01,885 : INFO : EPOCH 3 - PROGRESS: at 55.41% examples, 199600 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:02,891 : INFO : EPOCH 3 - PROGRESS: at 55.49% examples, 199544 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:03,906 : INFO : EPOCH 3 - PROGRESS: at 55.58% examples, 199497 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:04,994 : INFO : EPOCH 3 - PROGRESS: at 55.68% examples, 199441 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:06,039 : INFO : EPOCH 3 - PROGRESS: at 55.79% examples, 199396 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:07,039 : INFO : EPOCH 3 - PROGRESS: at 55.88% examples, 199372 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:08,109 : INFO : EPOCH 3 - PROGRESS: at 55.98% examples, 199314 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:09,116 : INFO : EPOCH 3 - PROGRESS: at 56.09% examples, 199285 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:10,151 : INFO : EPOCH 3 - PROGRESS: at 56.21% examples, 199217 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:11,210 : INFO : EPOCH 3 - PROGRESS: at 56.30% examples, 199172 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:12:12,240 : INFO : EPOCH 3 - PROGRESS: at 56.39% examples, 199129 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:13,248 : INFO : EPOCH 3 - PROGRESS: at 56.49% examples, 199085 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:14,264 : INFO : EPOCH 3 - PROGRESS: at 56.59% examples, 199038 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:15,287 : INFO : EPOCH 3 - PROGRESS: at 56.69% examples, 198993 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:16,288 : INFO : EPOCH 3 - PROGRESS: at 56.78% examples, 198946 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:12:17,298 : INFO : EPOCH 3 - PROGRESS: at 56.88% examples, 198917 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:18,300 : INFO : EPOCH 3 - PROGRESS: at 56.95% examples, 198856 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:19,340 : INFO : EPOCH 3 - PROGRESS: at 57.04% examples, 198817 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:20,392 : INFO : EPOCH 3 - PROGRESS: at 57.13% examples, 198766 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:21,428 : INFO : EPOCH 3 - PROGRESS: at 57.23% examples, 198728 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:22,443 : INFO : EPOCH 3 - PROGRESS: at 57.34% examples, 198681 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:23,454 : INFO : EPOCH 3 - PROGRESS: at 57.43% examples, 198657 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:24,457 : INFO : EPOCH 3 - PROGRESS: at 57.52% examples, 198611 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:25,525 : INFO : EPOCH 3 - PROGRESS: at 57.63% examples, 198552 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:26,534 : INFO : EPOCH 3 - PROGRESS: at 57.73% examples, 198531 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:27,579 : INFO : EPOCH 3 - PROGRESS: at 57.82% examples, 198473 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:28,589 : INFO : EPOCH 3 - PROGRESS: at 57.92% examples, 198431 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:29,589 : INFO : EPOCH 3 - PROGRESS: at 58.02% examples, 198396 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:30,648 : INFO : EPOCH 3 - PROGRESS: at 58.11% examples, 198346 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:31,676 : INFO : EPOCH 3 - PROGRESS: at 58.20% examples, 198306 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:32,694 : INFO : EPOCH 3 - PROGRESS: at 58.29% examples, 198268 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:33,713 : INFO : EPOCH 3 - PROGRESS: at 58.39% examples, 198226 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:34,725 : INFO : EPOCH 3 - PROGRESS: at 58.49% examples, 198180 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:35,773 : INFO : EPOCH 3 - PROGRESS: at 58.59% examples, 198134 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:12:36,817 : INFO : EPOCH 3 - PROGRESS: at 58.69% examples, 198095 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:37,840 : INFO : EPOCH 3 - PROGRESS: at 58.78% examples, 198035 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:38,865 : INFO : EPOCH 3 - PROGRESS: at 58.89% examples, 197997 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:39,954 : INFO : EPOCH 3 - PROGRESS: at 58.97% examples, 197890 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:40,958 : INFO : EPOCH 3 - PROGRESS: at 59.05% examples, 197814 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:41,993 : INFO : EPOCH 3 - PROGRESS: at 59.15% examples, 197746 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:12:43,066 : INFO : EPOCH 3 - PROGRESS: at 59.25% examples, 197698 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:44,072 : INFO : EPOCH 3 - PROGRESS: at 59.35% examples, 197667 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:45,112 : INFO : EPOCH 3 - PROGRESS: at 59.45% examples, 197625 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:46,117 : INFO : EPOCH 3 - PROGRESS: at 59.54% examples, 197574 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:47,120 : INFO : EPOCH 3 - PROGRESS: at 59.64% examples, 197526 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:48,183 : INFO : EPOCH 3 - PROGRESS: at 59.74% examples, 197485 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:49,219 : INFO : EPOCH 3 - PROGRESS: at 59.84% examples, 197443 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:50,235 : INFO : EPOCH 3 - PROGRESS: at 59.95% examples, 197405 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:51,241 : INFO : EPOCH 3 - PROGRESS: at 60.03% examples, 197363 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:52,323 : INFO : EPOCH 3 - PROGRESS: at 60.13% examples, 197331 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:53,329 : INFO : EPOCH 3 - PROGRESS: at 60.20% examples, 197293 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:54,379 : INFO : EPOCH 3 - PROGRESS: at 60.31% examples, 197245 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:55,434 : INFO : EPOCH 3 - PROGRESS: at 60.40% examples, 197218 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:56,437 : INFO : EPOCH 3 - PROGRESS: at 60.50% examples, 197159 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:57,460 : INFO : EPOCH 3 - PROGRESS: at 60.60% examples, 197110 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:58,461 : INFO : EPOCH 3 - PROGRESS: at 60.68% examples, 197068 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:12:59,500 : INFO : EPOCH 3 - PROGRESS: at 60.79% examples, 197039 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:00,525 : INFO : EPOCH 3 - PROGRESS: at 60.88% examples, 196999 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:01,544 : INFO : EPOCH 3 - PROGRESS: at 60.98% examples, 196948 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:02,559 : INFO : EPOCH 3 - PROGRESS: at 61.07% examples, 196918 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:03,581 : INFO : EPOCH 3 - PROGRESS: at 61.17% examples, 196878 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:04,686 : INFO : EPOCH 3 - PROGRESS: at 61.27% examples, 196827 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:05,704 : INFO : EPOCH 3 - PROGRESS: at 61.39% examples, 196800 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:06,728 : INFO : EPOCH 3 - PROGRESS: at 61.48% examples, 196762 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:07,810 : INFO : EPOCH 3 - PROGRESS: at 61.57% examples, 196714 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:08,820 : INFO : EPOCH 3 - PROGRESS: at 61.66% examples, 196690 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:09,852 : INFO : EPOCH 3 - PROGRESS: at 61.75% examples, 196646 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:10,875 : INFO : EPOCH 3 - PROGRESS: at 61.83% examples, 196600 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:11,937 : INFO : EPOCH 3 - PROGRESS: at 61.93% examples, 196569 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:13:12,945 : INFO : EPOCH 3 - PROGRESS: at 62.02% examples, 196546 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:13,948 : INFO : EPOCH 3 - PROGRESS: at 62.11% examples, 196501 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:15,011 : INFO : EPOCH 3 - PROGRESS: at 62.23% examples, 196464 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:16,017 : INFO : EPOCH 3 - PROGRESS: at 62.33% examples, 196436 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:13:17,056 : INFO : EPOCH 3 - PROGRESS: at 62.41% examples, 196392 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:18,081 : INFO : EPOCH 3 - PROGRESS: at 62.52% examples, 196357 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:19,135 : INFO : EPOCH 3 - PROGRESS: at 62.61% examples, 196324 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:20,157 : INFO : EPOCH 3 - PROGRESS: at 62.69% examples, 196286 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:21,210 : INFO : EPOCH 3 - PROGRESS: at 62.79% examples, 196253 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:22,268 : INFO : EPOCH 3 - PROGRESS: at 62.89% examples, 196223 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:23,274 : INFO : EPOCH 3 - PROGRESS: at 63.00% examples, 196184 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:24,289 : INFO : EPOCH 3 - PROGRESS: at 63.10% examples, 196167 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:25,374 : INFO : EPOCH 3 - PROGRESS: at 63.19% examples, 196120 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:26,400 : INFO : EPOCH 3 - PROGRESS: at 63.30% examples, 196089 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:27,446 : INFO : EPOCH 3 - PROGRESS: at 63.39% examples, 196054 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:28,471 : INFO : EPOCH 3 - PROGRESS: at 63.49% examples, 196023 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:29,499 : INFO : EPOCH 3 - PROGRESS: at 63.58% examples, 195981 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:30,548 : INFO : EPOCH 3 - PROGRESS: at 63.67% examples, 195954 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:31,551 : INFO : EPOCH 3 - PROGRESS: at 63.78% examples, 195918 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:32,557 : INFO : EPOCH 3 - PROGRESS: at 63.88% examples, 195882 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:13:33,601 : INFO : EPOCH 3 - PROGRESS: at 63.99% examples, 195841 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:34,626 : INFO : EPOCH 3 - PROGRESS: at 64.10% examples, 195825 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:35,653 : INFO : EPOCH 3 - PROGRESS: at 64.19% examples, 195787 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:36,672 : INFO : EPOCH 3 - PROGRESS: at 64.28% examples, 195754 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:37,685 : INFO : EPOCH 3 - PROGRESS: at 64.39% examples, 195715 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:38,750 : INFO : EPOCH 3 - PROGRESS: at 64.49% examples, 195687 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:39,751 : INFO : EPOCH 3 - PROGRESS: at 64.60% examples, 195665 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:40,751 : INFO : EPOCH 3 - PROGRESS: at 64.69% examples, 195630 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:41,809 : INFO : EPOCH 3 - PROGRESS: at 64.78% examples, 195589 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:42,833 : INFO : EPOCH 3 - PROGRESS: at 64.89% examples, 195572 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:43,910 : INFO : EPOCH 3 - PROGRESS: at 65.00% examples, 195526 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:44,973 : INFO : EPOCH 3 - PROGRESS: at 65.10% examples, 195485 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:46,030 : INFO : EPOCH 3 - PROGRESS: at 65.20% examples, 195456 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:13:47,054 : INFO : EPOCH 3 - PROGRESS: at 65.31% examples, 195432 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:48,095 : INFO : EPOCH 3 - PROGRESS: at 65.40% examples, 195405 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:49,101 : INFO : EPOCH 3 - PROGRESS: at 65.48% examples, 195374 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:50,109 : INFO : EPOCH 3 - PROGRESS: at 65.57% examples, 195337 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:51,144 : INFO : EPOCH 3 - PROGRESS: at 65.67% examples, 195303 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:52,149 : INFO : EPOCH 3 - PROGRESS: at 65.75% examples, 195257 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:13:53,232 : INFO : EPOCH 3 - PROGRESS: at 65.84% examples, 195219 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:54,262 : INFO : EPOCH 3 - PROGRESS: at 65.95% examples, 195193 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:55,282 : INFO : EPOCH 3 - PROGRESS: at 66.05% examples, 195156 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:13:56,317 : INFO : EPOCH 3 - PROGRESS: at 66.14% examples, 195142 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:57,436 : INFO : EPOCH 3 - PROGRESS: at 66.25% examples, 195097 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:58,449 : INFO : EPOCH 3 - PROGRESS: at 66.35% examples, 195084 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:13:59,459 : INFO : EPOCH 3 - PROGRESS: at 66.43% examples, 195045 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:00,486 : INFO : EPOCH 3 - PROGRESS: at 66.53% examples, 195005 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:01,520 : INFO : EPOCH 3 - PROGRESS: at 66.63% examples, 194965 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:02,545 : INFO : EPOCH 3 - PROGRESS: at 66.72% examples, 194932 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:03,603 : INFO : EPOCH 3 - PROGRESS: at 66.82% examples, 194901 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:14:04,604 : INFO : EPOCH 3 - PROGRESS: at 66.91% examples, 194873 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:05,607 : INFO : EPOCH 3 - PROGRESS: at 67.03% examples, 194859 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:06,660 : INFO : EPOCH 3 - PROGRESS: at 67.11% examples, 194817 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:07,664 : INFO : EPOCH 3 - PROGRESS: at 67.21% examples, 194796 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:08,718 : INFO : EPOCH 3 - PROGRESS: at 67.29% examples, 194754 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:09,718 : INFO : EPOCH 3 - PROGRESS: at 67.37% examples, 194727 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:10,796 : INFO : EPOCH 3 - PROGRESS: at 67.48% examples, 194682 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:11,798 : INFO : EPOCH 3 - PROGRESS: at 67.58% examples, 194671 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:12,835 : INFO : EPOCH 3 - PROGRESS: at 67.67% examples, 194637 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:13,845 : INFO : EPOCH 3 - PROGRESS: at 67.78% examples, 194612 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:14,868 : INFO : EPOCH 3 - PROGRESS: at 67.87% examples, 194579 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:15,929 : INFO : EPOCH 3 - PROGRESS: at 67.98% examples, 194545 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:16,953 : INFO : EPOCH 3 - PROGRESS: at 68.08% examples, 194523 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:18,009 : INFO : EPOCH 3 - PROGRESS: at 68.18% examples, 194485 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:14:19,040 : INFO : EPOCH 3 - PROGRESS: at 68.28% examples, 194475 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:20,102 : INFO : EPOCH 3 - PROGRESS: at 68.37% examples, 194432 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:21,162 : INFO : EPOCH 3 - PROGRESS: at 68.49% examples, 194409 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:14:22,185 : INFO : EPOCH 3 - PROGRESS: at 68.59% examples, 194386 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:23,217 : INFO : EPOCH 3 - PROGRESS: at 68.69% examples, 194359 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:14:24,231 : INFO : EPOCH 3 - PROGRESS: at 68.81% examples, 194320 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:14:25,280 : INFO : EPOCH 3 - PROGRESS: at 68.90% examples, 194292 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:26,286 : INFO : EPOCH 3 - PROGRESS: at 68.99% examples, 194273 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:14:27,314 : INFO : EPOCH 3 - PROGRESS: at 69.08% examples, 194237 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:28,363 : INFO : EPOCH 3 - PROGRESS: at 69.16% examples, 194213 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:29,403 : INFO : EPOCH 3 - PROGRESS: at 69.25% examples, 194179 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:30,422 : INFO : EPOCH 3 - PROGRESS: at 69.34% examples, 194158 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:31,478 : INFO : EPOCH 3 - PROGRESS: at 69.43% examples, 194118 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:32,540 : INFO : EPOCH 3 - PROGRESS: at 69.53% examples, 194091 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:33,572 : INFO : EPOCH 3 - PROGRESS: at 69.62% examples, 194071 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:34,604 : INFO : EPOCH 3 - PROGRESS: at 69.72% examples, 194048 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:35,614 : INFO : EPOCH 3 - PROGRESS: at 69.80% examples, 194011 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:36,630 : INFO : EPOCH 3 - PROGRESS: at 69.90% examples, 194000 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:37,703 : INFO : EPOCH 3 - PROGRESS: at 70.01% examples, 193954 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:38,780 : INFO : EPOCH 3 - PROGRESS: at 70.11% examples, 193919 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:39,835 : INFO : EPOCH 3 - PROGRESS: at 70.21% examples, 193895 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:40,911 : INFO : EPOCH 3 - PROGRESS: at 70.32% examples, 193869 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:41,968 : INFO : EPOCH 3 - PROGRESS: at 70.42% examples, 193845 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:43,046 : INFO : EPOCH 3 - PROGRESS: at 70.52% examples, 193809 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:44,055 : INFO : EPOCH 3 - PROGRESS: at 70.62% examples, 193796 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:45,094 : INFO : EPOCH 3 - PROGRESS: at 70.73% examples, 193764 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:14:46,102 : INFO : EPOCH 3 - PROGRESS: at 70.83% examples, 193744 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:47,147 : INFO : EPOCH 3 - PROGRESS: at 70.92% examples, 193708 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:48,158 : INFO : EPOCH 3 - PROGRESS: at 71.02% examples, 193687 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:49,257 : INFO : EPOCH 3 - PROGRESS: at 71.13% examples, 193651 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:50,263 : INFO : EPOCH 3 - PROGRESS: at 71.23% examples, 193635 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:51,265 : INFO : EPOCH 3 - PROGRESS: at 71.32% examples, 193609 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:52,340 : INFO : EPOCH 3 - PROGRESS: at 71.41% examples, 193577 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:53,365 : INFO : EPOCH 3 - PROGRESS: at 71.51% examples, 193555 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:54,390 : INFO : EPOCH 3 - PROGRESS: at 71.61% examples, 193522 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:55,426 : INFO : EPOCH 3 - PROGRESS: at 71.72% examples, 193499 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:56,527 : INFO : EPOCH 3 - PROGRESS: at 71.84% examples, 193471 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:57,535 : INFO : EPOCH 3 - PROGRESS: at 71.93% examples, 193449 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:14:58,538 : INFO : EPOCH 3 - PROGRESS: at 72.03% examples, 193432 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:14:59,598 : INFO : EPOCH 3 - PROGRESS: at 72.12% examples, 193397 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:00,684 : INFO : EPOCH 3 - PROGRESS: at 72.21% examples, 193361 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:01,692 : INFO : EPOCH 3 - PROGRESS: at 72.32% examples, 193351 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:02,724 : INFO : EPOCH 3 - PROGRESS: at 72.41% examples, 193310 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:03,833 : INFO : EPOCH 3 - PROGRESS: at 72.51% examples, 193281 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:04,873 : INFO : EPOCH 3 - PROGRESS: at 72.60% examples, 193262 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:05,882 : INFO : EPOCH 3 - PROGRESS: at 72.69% examples, 193231 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:06,948 : INFO : EPOCH 3 - PROGRESS: at 72.78% examples, 193221 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:07,966 : INFO : EPOCH 3 - PROGRESS: at 72.87% examples, 193196 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:09,012 : INFO : EPOCH 3 - PROGRESS: at 72.97% examples, 193171 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:10,120 : INFO : EPOCH 3 - PROGRESS: at 73.07% examples, 193138 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:11,130 : INFO : EPOCH 3 - PROGRESS: at 73.17% examples, 193127 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:12,214 : INFO : EPOCH 3 - PROGRESS: at 73.27% examples, 193085 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:13,227 : INFO : EPOCH 3 - PROGRESS: at 73.36% examples, 193062 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:14,239 : INFO : EPOCH 3 - PROGRESS: at 73.45% examples, 193038 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:15,273 : INFO : EPOCH 3 - PROGRESS: at 73.54% examples, 193012 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:16,345 : INFO : EPOCH 3 - PROGRESS: at 73.65% examples, 192985 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:17,360 : INFO : EPOCH 3 - PROGRESS: at 73.75% examples, 192953 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:18,435 : INFO : EPOCH 3 - PROGRESS: at 73.84% examples, 192925 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:19,506 : INFO : EPOCH 3 - PROGRESS: at 73.94% examples, 192898 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:20,525 : INFO : EPOCH 3 - PROGRESS: at 74.04% examples, 192878 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:15:21,526 : INFO : EPOCH 3 - PROGRESS: at 74.14% examples, 192852 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:22,536 : INFO : EPOCH 3 - PROGRESS: at 74.25% examples, 192830 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:23,544 : INFO : EPOCH 3 - PROGRESS: at 74.34% examples, 192809 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:24,637 : INFO : EPOCH 3 - PROGRESS: at 74.45% examples, 192782 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:15:25,667 : INFO : EPOCH 3 - PROGRESS: at 74.55% examples, 192767 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:26,741 : INFO : EPOCH 3 - PROGRESS: at 74.64% examples, 192732 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:27,743 : INFO : EPOCH 3 - PROGRESS: at 74.73% examples, 192721 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:28,785 : INFO : EPOCH 3 - PROGRESS: at 74.82% examples, 192685 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:15:29,787 : INFO : EPOCH 3 - PROGRESS: at 74.92% examples, 192674 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:30,802 : INFO : EPOCH 3 - PROGRESS: at 75.02% examples, 192647 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:31,847 : INFO : EPOCH 3 - PROGRESS: at 75.13% examples, 192617 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:32,891 : INFO : EPOCH 3 - PROGRESS: at 75.24% examples, 192597 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:15:33,919 : INFO : EPOCH 3 - PROGRESS: at 75.33% examples, 192572 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:34,922 : INFO : EPOCH 3 - PROGRESS: at 75.43% examples, 192551 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:35,969 : INFO : EPOCH 3 - PROGRESS: at 75.52% examples, 192523 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:37,011 : INFO : EPOCH 3 - PROGRESS: at 75.63% examples, 192503 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:38,045 : INFO : EPOCH 3 - PROGRESS: at 75.74% examples, 192485 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:39,081 : INFO : EPOCH 3 - PROGRESS: at 75.84% examples, 192454 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:40,089 : INFO : EPOCH 3 - PROGRESS: at 75.94% examples, 192444 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:41,151 : INFO : EPOCH 3 - PROGRESS: at 76.03% examples, 192406 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:42,172 : INFO : EPOCH 3 - PROGRESS: at 76.13% examples, 192387 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:43,187 : INFO : EPOCH 3 - PROGRESS: at 76.22% examples, 192357 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:44,265 : INFO : EPOCH 3 - PROGRESS: at 76.31% examples, 192324 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:45,268 : INFO : EPOCH 3 - PROGRESS: at 76.40% examples, 192309 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:46,303 : INFO : EPOCH 3 - PROGRESS: at 76.50% examples, 192288 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:47,303 : INFO : EPOCH 3 - PROGRESS: at 76.59% examples, 192270 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:48,323 : INFO : EPOCH 3 - PROGRESS: at 76.68% examples, 192241 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:49,324 : INFO : EPOCH 3 - PROGRESS: at 76.80% examples, 192218 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:50,345 : INFO : EPOCH 3 - PROGRESS: at 76.89% examples, 192200 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:15:51,355 : INFO : EPOCH 3 - PROGRESS: at 76.97% examples, 192193 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:52,426 : INFO : EPOCH 3 - PROGRESS: at 77.06% examples, 192154 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:53,449 : INFO : EPOCH 3 - PROGRESS: at 77.16% examples, 192136 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:15:54,451 : INFO : EPOCH 3 - PROGRESS: at 77.26% examples, 192115 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:55,541 : INFO : EPOCH 3 - PROGRESS: at 77.36% examples, 192083 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:56,602 : INFO : EPOCH 3 - PROGRESS: at 77.47% examples, 192063 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:57,608 : INFO : EPOCH 3 - PROGRESS: at 77.57% examples, 192040 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:58,634 : INFO : EPOCH 3 - PROGRESS: at 77.65% examples, 192021 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:15:59,666 : INFO : EPOCH 3 - PROGRESS: at 77.74% examples, 191996 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:00,701 : INFO : EPOCH 3 - PROGRESS: at 77.83% examples, 191979 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:01,729 : INFO : EPOCH 3 - PROGRESS: at 77.92% examples, 191953 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:02,737 : INFO : EPOCH 3 - PROGRESS: at 78.04% examples, 191934 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:03,772 : INFO : EPOCH 3 - PROGRESS: at 78.13% examples, 191914 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:04,819 : INFO : EPOCH 3 - PROGRESS: at 78.22% examples, 191889 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:05,869 : INFO : EPOCH 3 - PROGRESS: at 78.32% examples, 191862 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:06,896 : INFO : EPOCH 3 - PROGRESS: at 78.42% examples, 191842 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:07,933 : INFO : EPOCH 3 - PROGRESS: at 78.51% examples, 191826 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:09,001 : INFO : EPOCH 3 - PROGRESS: at 78.60% examples, 191803 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:10,026 : INFO : EPOCH 3 - PROGRESS: at 78.70% examples, 191778 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:11,081 : INFO : EPOCH 3 - PROGRESS: at 78.80% examples, 191757 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:12,117 : INFO : EPOCH 3 - PROGRESS: at 78.88% examples, 191741 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:13,117 : INFO : EPOCH 3 - PROGRESS: at 78.97% examples, 191719 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:14,129 : INFO : EPOCH 3 - PROGRESS: at 79.06% examples, 191706 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:15,157 : INFO : EPOCH 3 - PROGRESS: at 79.18% examples, 191680 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:16,184 : INFO : EPOCH 3 - PROGRESS: at 79.26% examples, 191664 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:17,253 : INFO : EPOCH 3 - PROGRESS: at 79.36% examples, 191638 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:18,317 : INFO : EPOCH 3 - PROGRESS: at 79.48% examples, 191600 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:19,363 : INFO : EPOCH 3 - PROGRESS: at 79.57% examples, 191588 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:20,416 : INFO : EPOCH 3 - PROGRESS: at 79.66% examples, 191571 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:21,439 : INFO : EPOCH 3 - PROGRESS: at 79.76% examples, 191557 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:22,515 : INFO : EPOCH 3 - PROGRESS: at 79.87% examples, 191535 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:23,535 : INFO : EPOCH 3 - PROGRESS: at 79.98% examples, 191519 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:24,598 : INFO : EPOCH 3 - PROGRESS: at 80.08% examples, 191502 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:25,606 : INFO : EPOCH 3 - PROGRESS: at 80.17% examples, 191485 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:26,615 : INFO : EPOCH 3 - PROGRESS: at 80.27% examples, 191464 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:27,628 : INFO : EPOCH 3 - PROGRESS: at 80.36% examples, 191445 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:28,628 : INFO : EPOCH 3 - PROGRESS: at 80.45% examples, 191423 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:29,629 : INFO : EPOCH 3 - PROGRESS: at 80.54% examples, 191403 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:30,675 : INFO : EPOCH 3 - PROGRESS: at 80.63% examples, 191375 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:31,725 : INFO : EPOCH 3 - PROGRESS: at 80.74% examples, 191352 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:32,740 : INFO : EPOCH 3 - PROGRESS: at 80.84% examples, 191337 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:33,743 : INFO : EPOCH 3 - PROGRESS: at 80.94% examples, 191309 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:34,777 : INFO : EPOCH 3 - PROGRESS: at 81.05% examples, 191294 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:16:35,786 : INFO : EPOCH 3 - PROGRESS: at 81.16% examples, 191281 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:36,787 : INFO : EPOCH 3 - PROGRESS: at 81.25% examples, 191253 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:37,809 : INFO : EPOCH 3 - PROGRESS: at 81.34% examples, 191231 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:38,820 : INFO : EPOCH 3 - PROGRESS: at 81.42% examples, 191207 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:39,847 : INFO : EPOCH 3 - PROGRESS: at 81.53% examples, 191197 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:40,888 : INFO : EPOCH 3 - PROGRESS: at 81.63% examples, 191174 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:41,901 : INFO : EPOCH 3 - PROGRESS: at 81.72% examples, 191145 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:42,967 : INFO : EPOCH 3 - PROGRESS: at 81.81% examples, 191125 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:43,998 : INFO : EPOCH 3 - PROGRESS: at 81.91% examples, 191100 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:45,029 : INFO : EPOCH 3 - PROGRESS: at 82.01% examples, 191088 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:46,080 : INFO : EPOCH 3 - PROGRESS: at 82.09% examples, 191061 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:47,088 : INFO : EPOCH 3 - PROGRESS: at 82.17% examples, 191040 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:48,105 : INFO : EPOCH 3 - PROGRESS: at 82.28% examples, 191028 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:49,150 : INFO : EPOCH 3 - PROGRESS: at 82.38% examples, 191006 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:50,153 : INFO : EPOCH 3 - PROGRESS: at 82.48% examples, 190999 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:51,219 : INFO : EPOCH 3 - PROGRESS: at 82.59% examples, 190968 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:52,260 : INFO : EPOCH 3 - PROGRESS: at 82.69% examples, 190946 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:16:53,267 : INFO : EPOCH 3 - PROGRESS: at 82.78% examples, 190937 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:54,314 : INFO : EPOCH 3 - PROGRESS: at 82.87% examples, 190915 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:55,315 : INFO : EPOCH 3 - PROGRESS: at 82.97% examples, 190886 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:56,322 : INFO : EPOCH 3 - PROGRESS: at 83.07% examples, 190870 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:57,343 : INFO : EPOCH 3 - PROGRESS: at 83.17% examples, 190858 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:58,427 : INFO : EPOCH 3 - PROGRESS: at 83.26% examples, 190830 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:16:59,447 : INFO : EPOCH 3 - PROGRESS: at 83.37% examples, 190822 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:00,469 : INFO : EPOCH 3 - PROGRESS: at 83.46% examples, 190799 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:01,488 : INFO : EPOCH 3 - PROGRESS: at 83.55% examples, 190786 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:02,542 : INFO : EPOCH 3 - PROGRESS: at 83.63% examples, 190758 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:03,613 : INFO : EPOCH 3 - PROGRESS: at 83.73% examples, 190744 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:04,626 : INFO : EPOCH 3 - PROGRESS: at 83.85% examples, 190740 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:05,653 : INFO : EPOCH 3 - PROGRESS: at 83.95% examples, 190713 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:06,654 : INFO : EPOCH 3 - PROGRESS: at 84.04% examples, 190694 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:07,685 : INFO : EPOCH 3 - PROGRESS: at 84.14% examples, 190668 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:08,743 : INFO : EPOCH 3 - PROGRESS: at 84.23% examples, 190633 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:09,761 : INFO : EPOCH 3 - PROGRESS: at 84.33% examples, 190627 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:10,814 : INFO : EPOCH 3 - PROGRESS: at 84.41% examples, 190587 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:11,837 : INFO : EPOCH 3 - PROGRESS: at 84.49% examples, 190527 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:12,877 : INFO : EPOCH 3 - PROGRESS: at 84.57% examples, 190491 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:13,890 : INFO : EPOCH 3 - PROGRESS: at 84.67% examples, 190472 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:14,907 : INFO : EPOCH 3 - PROGRESS: at 84.76% examples, 190440 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:15,923 : INFO : EPOCH 3 - PROGRESS: at 84.86% examples, 190422 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:16,930 : INFO : EPOCH 3 - PROGRESS: at 84.95% examples, 190404 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:17,936 : INFO : EPOCH 3 - PROGRESS: at 85.05% examples, 190389 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:18,943 : INFO : EPOCH 3 - PROGRESS: at 85.14% examples, 190374 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:19,978 : INFO : EPOCH 3 - PROGRESS: at 85.23% examples, 190356 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:20,988 : INFO : EPOCH 3 - PROGRESS: at 85.30% examples, 190330 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:21,999 : INFO : EPOCH 3 - PROGRESS: at 85.42% examples, 190326 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:23,071 : INFO : EPOCH 3 - PROGRESS: at 85.51% examples, 190291 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:24,071 : INFO : EPOCH 3 - PROGRESS: at 85.61% examples, 190274 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:25,073 : INFO : EPOCH 3 - PROGRESS: at 85.72% examples, 190272 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:26,100 : INFO : EPOCH 3 - PROGRESS: at 85.81% examples, 190239 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:17:27,128 : INFO : EPOCH 3 - PROGRESS: at 85.92% examples, 190231 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:28,205 : INFO : EPOCH 3 - PROGRESS: at 86.01% examples, 190202 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:29,239 : INFO : EPOCH 3 - PROGRESS: at 86.11% examples, 190185 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:30,242 : INFO : EPOCH 3 - PROGRESS: at 86.20% examples, 190174 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:31,260 : INFO : EPOCH 3 - PROGRESS: at 86.31% examples, 190162 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:32,265 : INFO : EPOCH 3 - PROGRESS: at 86.40% examples, 190143 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:17:33,279 : INFO : EPOCH 3 - PROGRESS: at 86.49% examples, 190130 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:17:34,321 : INFO : EPOCH 3 - PROGRESS: at 86.59% examples, 190102 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:35,386 : INFO : EPOCH 3 - PROGRESS: at 86.68% examples, 190089 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:36,429 : INFO : EPOCH 3 - PROGRESS: at 86.78% examples, 190072 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:37,463 : INFO : EPOCH 3 - PROGRESS: at 86.88% examples, 190059 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:38,491 : INFO : EPOCH 3 - PROGRESS: at 86.97% examples, 190038 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:39,517 : INFO : EPOCH 3 - PROGRESS: at 87.07% examples, 190031 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:40,536 : INFO : EPOCH 3 - PROGRESS: at 87.17% examples, 190021 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:41,568 : INFO : EPOCH 3 - PROGRESS: at 87.28% examples, 190000 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:42,569 : INFO : EPOCH 3 - PROGRESS: at 87.38% examples, 189988 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:43,600 : INFO : EPOCH 3 - PROGRESS: at 87.47% examples, 189967 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:44,611 : INFO : EPOCH 3 - PROGRESS: at 87.58% examples, 189959 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:45,612 : INFO : EPOCH 3 - PROGRESS: at 87.67% examples, 189942 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:46,627 : INFO : EPOCH 3 - PROGRESS: at 87.77% examples, 189930 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:47,630 : INFO : EPOCH 3 - PROGRESS: at 87.87% examples, 189915 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:48,640 : INFO : EPOCH 3 - PROGRESS: at 87.97% examples, 189901 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:17:49,675 : INFO : EPOCH 3 - PROGRESS: at 88.07% examples, 189878 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:50,675 : INFO : EPOCH 3 - PROGRESS: at 88.16% examples, 189865 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:51,739 : INFO : EPOCH 3 - PROGRESS: at 88.25% examples, 189843 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:52,758 : INFO : EPOCH 3 - PROGRESS: at 88.35% examples, 189829 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:53,821 : INFO : EPOCH 3 - PROGRESS: at 88.46% examples, 189807 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:54,872 : INFO : EPOCH 3 - PROGRESS: at 88.56% examples, 189791 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:55,932 : INFO : EPOCH 3 - PROGRESS: at 88.66% examples, 189766 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:56,947 : INFO : EPOCH 3 - PROGRESS: at 88.76% examples, 189761 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:58,018 : INFO : EPOCH 3 - PROGRESS: at 88.86% examples, 189722 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:17:59,071 : INFO : EPOCH 3 - PROGRESS: at 88.97% examples, 189718 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:18:00,095 : INFO : EPOCH 3 - PROGRESS: at 89.05% examples, 189700 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:01,118 : INFO : EPOCH 3 - PROGRESS: at 89.14% examples, 189688 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:02,126 : INFO : EPOCH 3 - PROGRESS: at 89.24% examples, 189680 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:03,136 : INFO : EPOCH 3 - PROGRESS: at 89.32% examples, 189669 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:04,195 : INFO : EPOCH 3 - PROGRESS: at 89.42% examples, 189646 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:05,235 : INFO : EPOCH 3 - PROGRESS: at 89.52% examples, 189638 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:06,266 : INFO : EPOCH 3 - PROGRESS: at 89.62% examples, 189614 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:07,301 : INFO : EPOCH 3 - PROGRESS: at 89.72% examples, 189590 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:08,324 : INFO : EPOCH 3 - PROGRESS: at 89.82% examples, 189583 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:09,375 : INFO : EPOCH 3 - PROGRESS: at 89.92% examples, 189565 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:10,424 : INFO : EPOCH 3 - PROGRESS: at 90.03% examples, 189540 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:11,425 : INFO : EPOCH 3 - PROGRESS: at 90.12% examples, 189531 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:12,438 : INFO : EPOCH 3 - PROGRESS: at 90.22% examples, 189513 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:13,454 : INFO : EPOCH 3 - PROGRESS: at 90.31% examples, 189492 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:18:14,477 : INFO : EPOCH 3 - PROGRESS: at 90.40% examples, 189487 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:15,499 : INFO : EPOCH 3 - PROGRESS: at 90.47% examples, 189462 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:16,507 : INFO : EPOCH 3 - PROGRESS: at 90.57% examples, 189464 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:17,513 : INFO : EPOCH 3 - PROGRESS: at 90.67% examples, 189445 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:18,516 : INFO : EPOCH 3 - PROGRESS: at 90.76% examples, 189426 words/s, in_qsize 5, out_qsize 2
2020-07-16 19:18:19,540 : INFO : EPOCH 3 - PROGRESS: at 90.87% examples, 189421 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:20,565 : INFO : EPOCH 3 - PROGRESS: at 90.96% examples, 189402 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:21,609 : INFO : EPOCH 3 - PROGRESS: at 91.05% examples, 189390 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:22,653 : INFO : EPOCH 3 - PROGRESS: at 91.15% examples, 189376 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:23,676 : INFO : EPOCH 3 - PROGRESS: at 91.25% examples, 189362 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:24,723 : INFO : EPOCH 3 - PROGRESS: at 91.35% examples, 189340 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:25,745 : INFO : EPOCH 3 - PROGRESS: at 91.45% examples, 189325 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:26,767 : INFO : EPOCH 3 - PROGRESS: at 91.54% examples, 189320 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:27,770 : INFO : EPOCH 3 - PROGRESS: at 91.62% examples, 189305 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:28,816 : INFO : EPOCH 3 - PROGRESS: at 91.73% examples, 189288 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:29,822 : INFO : EPOCH 3 - PROGRESS: at 91.81% examples, 189276 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:30,822 : INFO : EPOCH 3 - PROGRESS: at 91.90% examples, 189255 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:31,867 : INFO : EPOCH 3 - PROGRESS: at 92.00% examples, 189244 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:32,868 : INFO : EPOCH 3 - PROGRESS: at 92.08% examples, 189222 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:33,880 : INFO : EPOCH 3 - PROGRESS: at 92.18% examples, 189211 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:34,955 : INFO : EPOCH 3 - PROGRESS: at 92.29% examples, 189182 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:35,994 : INFO : EPOCH 3 - PROGRESS: at 92.40% examples, 189173 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:37,033 : INFO : EPOCH 3 - PROGRESS: at 92.49% examples, 189161 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:38,046 : INFO : EPOCH 3 - PROGRESS: at 92.58% examples, 189143 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:39,046 : INFO : EPOCH 3 - PROGRESS: at 92.67% examples, 189132 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:40,065 : INFO : EPOCH 3 - PROGRESS: at 92.77% examples, 189121 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:41,073 : INFO : EPOCH 3 - PROGRESS: at 92.86% examples, 189108 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:42,121 : INFO : EPOCH 3 - PROGRESS: at 92.94% examples, 189087 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:43,123 : INFO : EPOCH 3 - PROGRESS: at 93.02% examples, 189074 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:44,174 : INFO : EPOCH 3 - PROGRESS: at 93.10% examples, 189053 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:45,177 : INFO : EPOCH 3 - PROGRESS: at 93.19% examples, 189038 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:46,198 : INFO : EPOCH 3 - PROGRESS: at 93.27% examples, 189021 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:47,237 : INFO : EPOCH 3 - PROGRESS: at 93.37% examples, 189010 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:48,269 : INFO : EPOCH 3 - PROGRESS: at 93.47% examples, 188994 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:49,294 : INFO : EPOCH 3 - PROGRESS: at 93.56% examples, 188985 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:50,341 : INFO : EPOCH 3 - PROGRESS: at 93.65% examples, 188965 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:18:51,379 : INFO : EPOCH 3 - PROGRESS: at 93.77% examples, 188953 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:52,381 : INFO : EPOCH 3 - PROGRESS: at 93.87% examples, 188940 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:53,429 : INFO : EPOCH 3 - PROGRESS: at 93.95% examples, 188928 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:54,462 : INFO : EPOCH 3 - PROGRESS: at 94.04% examples, 188907 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:55,494 : INFO : EPOCH 3 - PROGRESS: at 94.15% examples, 188889 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:56,550 : INFO : EPOCH 3 - PROGRESS: at 94.25% examples, 188877 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:57,592 : INFO : EPOCH 3 - PROGRESS: at 94.33% examples, 188863 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:58,636 : INFO : EPOCH 3 - PROGRESS: at 94.44% examples, 188849 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:18:59,644 : INFO : EPOCH 3 - PROGRESS: at 94.53% examples, 188834 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:00,648 : INFO : EPOCH 3 - PROGRESS: at 94.64% examples, 188831 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:01,676 : INFO : EPOCH 3 - PROGRESS: at 94.72% examples, 188809 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:02,684 : INFO : EPOCH 3 - PROGRESS: at 94.84% examples, 188811 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:03,701 : INFO : EPOCH 3 - PROGRESS: at 94.94% examples, 188786 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:04,705 : INFO : EPOCH 3 - PROGRESS: at 95.02% examples, 188788 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:05,739 : INFO : EPOCH 3 - PROGRESS: at 95.10% examples, 188757 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:06,749 : INFO : EPOCH 3 - PROGRESS: at 95.21% examples, 188741 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:07,752 : INFO : EPOCH 3 - PROGRESS: at 95.29% examples, 188738 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:08,774 : INFO : EPOCH 3 - PROGRESS: at 95.37% examples, 188719 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:09,808 : INFO : EPOCH 3 - PROGRESS: at 95.47% examples, 188704 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:10,837 : INFO : EPOCH 3 - PROGRESS: at 95.56% examples, 188691 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:11,871 : INFO : EPOCH 3 - PROGRESS: at 95.66% examples, 188676 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:12,903 : INFO : EPOCH 3 - PROGRESS: at 95.76% examples, 188665 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:13,930 : INFO : EPOCH 3 - PROGRESS: at 95.83% examples, 188650 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:14,970 : INFO : EPOCH 3 - PROGRESS: at 95.93% examples, 188634 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:15,985 : INFO : EPOCH 3 - PROGRESS: at 96.03% examples, 188618 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:16,990 : INFO : EPOCH 3 - PROGRESS: at 96.14% examples, 188604 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:18,043 : INFO : EPOCH 3 - PROGRESS: at 96.24% examples, 188602 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:19,067 : INFO : EPOCH 3 - PROGRESS: at 96.33% examples, 188585 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:20,080 : INFO : EPOCH 3 - PROGRESS: at 96.41% examples, 188570 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:21,118 : INFO : EPOCH 3 - PROGRESS: at 96.51% examples, 188554 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:22,159 : INFO : EPOCH 3 - PROGRESS: at 96.61% examples, 188541 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:23,160 : INFO : EPOCH 3 - PROGRESS: at 96.70% examples, 188523 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:24,221 : INFO : EPOCH 3 - PROGRESS: at 96.80% examples, 188504 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:25,239 : INFO : EPOCH 3 - PROGRESS: at 96.89% examples, 188489 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:26,247 : INFO : EPOCH 3 - PROGRESS: at 96.97% examples, 188470 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:27,289 : INFO : EPOCH 3 - PROGRESS: at 97.06% examples, 188466 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:28,310 : INFO : EPOCH 3 - PROGRESS: at 97.16% examples, 188454 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:29,393 : INFO : EPOCH 3 - PROGRESS: at 97.27% examples, 188439 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:30,423 : INFO : EPOCH 3 - PROGRESS: at 97.35% examples, 188425 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:31,440 : INFO : EPOCH 3 - PROGRESS: at 97.46% examples, 188412 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:32,452 : INFO : EPOCH 3 - PROGRESS: at 97.55% examples, 188397 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:33,504 : INFO : EPOCH 3 - PROGRESS: at 97.68% examples, 188381 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:34,515 : INFO : EPOCH 3 - PROGRESS: at 97.80% examples, 188374 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:35,548 : INFO : EPOCH 3 - PROGRESS: at 97.89% examples, 188359 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:36,563 : INFO : EPOCH 3 - PROGRESS: at 97.99% examples, 188353 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:37,570 : INFO : EPOCH 3 - PROGRESS: at 98.09% examples, 188329 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:38,623 : INFO : EPOCH 3 - PROGRESS: at 98.20% examples, 188319 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:39,636 : INFO : EPOCH 3 - PROGRESS: at 98.28% examples, 188312 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:40,638 : INFO : EPOCH 3 - PROGRESS: at 98.37% examples, 188304 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:41,664 : INFO : EPOCH 3 - PROGRESS: at 98.47% examples, 188290 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:42,688 : INFO : EPOCH 3 - PROGRESS: at 98.58% examples, 188281 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:43,715 : INFO : EPOCH 3 - PROGRESS: at 98.66% examples, 188265 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:19:44,721 : INFO : EPOCH 3 - PROGRESS: at 98.76% examples, 188257 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:45,791 : INFO : EPOCH 3 - PROGRESS: at 98.85% examples, 188235 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:46,820 : INFO : EPOCH 3 - PROGRESS: at 98.95% examples, 188232 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:47,826 : INFO : EPOCH 3 - PROGRESS: at 99.06% examples, 188224 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:48,828 : INFO : EPOCH 3 - PROGRESS: at 99.15% examples, 188198 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:49,829 : INFO : EPOCH 3 - PROGRESS: at 99.23% examples, 188182 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:50,869 : INFO : EPOCH 3 - PROGRESS: at 99.33% examples, 188172 words/s, in_qsize 7, out_qsize 1
2020-07-16 19:19:51,883 : INFO : EPOCH 3 - PROGRESS: at 99.43% examples, 188161 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:52,889 : INFO : EPOCH 3 - PROGRESS: at 99.51% examples, 188148 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:53,946 : INFO : EPOCH 3 - PROGRESS: at 99.61% examples, 188132 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:54,953 : INFO : EPOCH 3 - PROGRESS: at 99.70% examples, 188118 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:55,960 : INFO : EPOCH 3 - PROGRESS: at 99.80% examples, 188108 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:56,992 : INFO : EPOCH 3 - PROGRESS: at 99.89% examples, 188089 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:58,041 : INFO : EPOCH 3 - PROGRESS: at 99.98% examples, 188079 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:19:58,222 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 19:19:58,283 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 19:19:58,297 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 19:19:58,332 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 19:19:58,333 : INFO : EPOCH - 3 : training on 247361374 raw words (187341882 effective words) took 996.1s, 188084 effective words/s
2020-07-16 19:19:59,367 : INFO : EPOCH 4 - PROGRESS: at 0.10% examples, 167177 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:00,368 : INFO : EPOCH 4 - PROGRESS: at 0.18% examples, 167641 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:01,460 : INFO : EPOCH 4 - PROGRESS: at 0.29% examples, 170283 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:20:02,464 : INFO : EPOCH 4 - PROGRESS: at 0.38% examples, 172730 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:03,482 : INFO : EPOCH 4 - PROGRESS: at 0.48% examples, 174910 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:04,506 : INFO : EPOCH 4 - PROGRESS: at 0.59% examples, 174361 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:05,539 : INFO : EPOCH 4 - PROGRESS: at 0.69% examples, 175100 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:06,565 : INFO : EPOCH 4 - PROGRESS: at 0.80% examples, 174910 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:07,637 : INFO : EPOCH 4 - PROGRESS: at 0.91% examples, 174861 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:08,651 : INFO : EPOCH 4 - PROGRESS: at 1.01% examples, 175388 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:20:09,685 : INFO : EPOCH 4 - PROGRESS: at 1.09% examples, 175604 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:20:10,700 : INFO : EPOCH 4 - PROGRESS: at 1.19% examples, 175453 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:11,737 : INFO : EPOCH 4 - PROGRESS: at 1.29% examples, 176135 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:12,778 : INFO : EPOCH 4 - PROGRESS: at 1.38% examples, 176132 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:13,844 : INFO : EPOCH 4 - PROGRESS: at 1.49% examples, 175812 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:14,879 : INFO : EPOCH 4 - PROGRESS: at 1.58% examples, 175587 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:15,905 : INFO : EPOCH 4 - PROGRESS: at 1.67% examples, 175919 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:16,946 : INFO : EPOCH 4 - PROGRESS: at 1.76% examples, 176434 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:17,951 : INFO : EPOCH 4 - PROGRESS: at 1.87% examples, 176677 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:18,966 : INFO : EPOCH 4 - PROGRESS: at 1.97% examples, 176444 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:19,983 : INFO : EPOCH 4 - PROGRESS: at 2.07% examples, 176436 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:21,001 : INFO : EPOCH 4 - PROGRESS: at 2.17% examples, 176524 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:22,030 : INFO : EPOCH 4 - PROGRESS: at 2.27% examples, 176327 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:23,030 : INFO : EPOCH 4 - PROGRESS: at 2.37% examples, 176786 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:24,139 : INFO : EPOCH 4 - PROGRESS: at 2.46% examples, 176172 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:20:25,177 : INFO : EPOCH 4 - PROGRESS: at 2.57% examples, 176266 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:26,217 : INFO : EPOCH 4 - PROGRESS: at 2.65% examples, 176523 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:27,227 : INFO : EPOCH 4 - PROGRESS: at 2.73% examples, 176275 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:28,280 : INFO : EPOCH 4 - PROGRESS: at 2.81% examples, 176256 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:29,320 : INFO : EPOCH 4 - PROGRESS: at 2.90% examples, 176500 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:30,357 : INFO : EPOCH 4 - PROGRESS: at 2.99% examples, 176363 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:31,371 : INFO : EPOCH 4 - PROGRESS: at 3.09% examples, 176390 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:32,404 : INFO : EPOCH 4 - PROGRESS: at 3.19% examples, 176337 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:33,497 : INFO : EPOCH 4 - PROGRESS: at 3.28% examples, 176120 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:34,573 : INFO : EPOCH 4 - PROGRESS: at 3.41% examples, 176139 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:20:35,625 : INFO : EPOCH 4 - PROGRESS: at 3.50% examples, 176207 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:36,633 : INFO : EPOCH 4 - PROGRESS: at 3.58% examples, 176140 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:37,641 : INFO : EPOCH 4 - PROGRESS: at 3.71% examples, 176285 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:38,669 : INFO : EPOCH 4 - PROGRESS: at 3.80% examples, 176207 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:39,685 : INFO : EPOCH 4 - PROGRESS: at 3.88% examples, 176138 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:40,755 : INFO : EPOCH 4 - PROGRESS: at 3.99% examples, 176182 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:41,765 : INFO : EPOCH 4 - PROGRESS: at 4.10% examples, 176391 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:20:42,770 : INFO : EPOCH 4 - PROGRESS: at 4.19% examples, 176206 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:20:43,780 : INFO : EPOCH 4 - PROGRESS: at 4.27% examples, 176068 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:44,800 : INFO : EPOCH 4 - PROGRESS: at 4.38% examples, 176224 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:20:45,832 : INFO : EPOCH 4 - PROGRESS: at 4.48% examples, 176172 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:46,878 : INFO : EPOCH 4 - PROGRESS: at 4.57% examples, 176095 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:47,932 : INFO : EPOCH 4 - PROGRESS: at 4.67% examples, 176126 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:48,940 : INFO : EPOCH 4 - PROGRESS: at 4.76% examples, 176133 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:49,975 : INFO : EPOCH 4 - PROGRESS: at 4.88% examples, 176093 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:50,992 : INFO : EPOCH 4 - PROGRESS: at 4.97% examples, 176052 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:52,028 : INFO : EPOCH 4 - PROGRESS: at 5.08% examples, 176123 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:53,050 : INFO : EPOCH 4 - PROGRESS: at 5.18% examples, 176175 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:54,082 : INFO : EPOCH 4 - PROGRESS: at 5.28% examples, 176212 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:55,084 : INFO : EPOCH 4 - PROGRESS: at 5.38% examples, 176261 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:56,138 : INFO : EPOCH 4 - PROGRESS: at 5.48% examples, 176187 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:20:57,226 : INFO : EPOCH 4 - PROGRESS: at 5.58% examples, 176231 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:58,228 : INFO : EPOCH 4 - PROGRESS: at 5.68% examples, 176404 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:20:59,233 : INFO : EPOCH 4 - PROGRESS: at 5.77% examples, 176401 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:21:00,270 : INFO : EPOCH 4 - PROGRESS: at 5.85% examples, 176178 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:01,341 : INFO : EPOCH 4 - PROGRESS: at 5.96% examples, 176247 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:21:02,376 : INFO : EPOCH 4 - PROGRESS: at 6.07% examples, 176387 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:03,407 : INFO : EPOCH 4 - PROGRESS: at 6.16% examples, 176318 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:04,441 : INFO : EPOCH 4 - PROGRESS: at 6.27% examples, 176407 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:05,456 : INFO : EPOCH 4 - PROGRESS: at 6.36% examples, 176370 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:21:06,462 : INFO : EPOCH 4 - PROGRESS: at 6.45% examples, 176343 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:07,463 : INFO : EPOCH 4 - PROGRESS: at 6.54% examples, 176367 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:08,489 : INFO : EPOCH 4 - PROGRESS: at 6.63% examples, 176272 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:09,541 : INFO : EPOCH 4 - PROGRESS: at 6.71% examples, 176246 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:10,580 : INFO : EPOCH 4 - PROGRESS: at 6.81% examples, 176183 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:11,592 : INFO : EPOCH 4 - PROGRESS: at 6.90% examples, 176303 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:12,595 : INFO : EPOCH 4 - PROGRESS: at 7.00% examples, 176208 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:13,662 : INFO : EPOCH 4 - PROGRESS: at 7.09% examples, 176155 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:14,705 : INFO : EPOCH 4 - PROGRESS: at 7.19% examples, 176082 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:15,831 : INFO : EPOCH 4 - PROGRESS: at 7.30% examples, 176106 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:16,902 : INFO : EPOCH 4 - PROGRESS: at 7.38% examples, 176139 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:17,906 : INFO : EPOCH 4 - PROGRESS: at 7.48% examples, 176132 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:21:18,959 : INFO : EPOCH 4 - PROGRESS: at 7.59% examples, 176152 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:19,990 : INFO : EPOCH 4 - PROGRESS: at 7.67% examples, 176133 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:21,058 : INFO : EPOCH 4 - PROGRESS: at 7.77% examples, 176166 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:22,061 : INFO : EPOCH 4 - PROGRESS: at 7.87% examples, 176169 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:23,078 : INFO : EPOCH 4 - PROGRESS: at 7.96% examples, 176197 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:24,104 : INFO : EPOCH 4 - PROGRESS: at 8.06% examples, 176211 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:25,122 : INFO : EPOCH 4 - PROGRESS: at 8.14% examples, 176169 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:26,206 : INFO : EPOCH 4 - PROGRESS: at 8.23% examples, 176051 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:27,248 : INFO : EPOCH 4 - PROGRESS: at 8.34% examples, 176123 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:28,358 : INFO : EPOCH 4 - PROGRESS: at 8.43% examples, 176036 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:29,410 : INFO : EPOCH 4 - PROGRESS: at 8.53% examples, 176061 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:30,411 : INFO : EPOCH 4 - PROGRESS: at 8.65% examples, 176070 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:21:31,414 : INFO : EPOCH 4 - PROGRESS: at 8.75% examples, 176048 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:32,442 : INFO : EPOCH 4 - PROGRESS: at 8.86% examples, 176066 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:33,516 : INFO : EPOCH 4 - PROGRESS: at 8.95% examples, 175969 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:34,542 : INFO : EPOCH 4 - PROGRESS: at 9.03% examples, 176057 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:35,599 : INFO : EPOCH 4 - PROGRESS: at 9.13% examples, 176054 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:36,604 : INFO : EPOCH 4 - PROGRESS: at 9.23% examples, 176063 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:21:37,688 : INFO : EPOCH 4 - PROGRESS: at 9.32% examples, 175992 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:38,692 : INFO : EPOCH 4 - PROGRESS: at 9.42% examples, 176004 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:39,723 : INFO : EPOCH 4 - PROGRESS: at 9.52% examples, 176039 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:40,727 : INFO : EPOCH 4 - PROGRESS: at 9.61% examples, 175960 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:41,741 : INFO : EPOCH 4 - PROGRESS: at 9.69% examples, 175820 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:42,789 : INFO : EPOCH 4 - PROGRESS: at 9.79% examples, 175829 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:43,801 : INFO : EPOCH 4 - PROGRESS: at 9.89% examples, 175849 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:44,845 : INFO : EPOCH 4 - PROGRESS: at 9.98% examples, 175813 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:21:45,860 : INFO : EPOCH 4 - PROGRESS: at 10.06% examples, 175753 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:46,886 : INFO : EPOCH 4 - PROGRESS: at 10.14% examples, 175352 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:47,941 : INFO : EPOCH 4 - PROGRESS: at 10.21% examples, 175127 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:48,958 : INFO : EPOCH 4 - PROGRESS: at 10.29% examples, 175136 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:49,978 : INFO : EPOCH 4 - PROGRESS: at 10.38% examples, 175172 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:51,004 : INFO : EPOCH 4 - PROGRESS: at 10.49% examples, 175185 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:52,071 : INFO : EPOCH 4 - PROGRESS: at 10.61% examples, 175113 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:53,085 : INFO : EPOCH 4 - PROGRESS: at 10.72% examples, 175177 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:54,095 : INFO : EPOCH 4 - PROGRESS: at 10.81% examples, 175181 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:55,148 : INFO : EPOCH 4 - PROGRESS: at 10.89% examples, 175175 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:56,185 : INFO : EPOCH 4 - PROGRESS: at 11.00% examples, 175169 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:57,213 : INFO : EPOCH 4 - PROGRESS: at 11.10% examples, 175220 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:21:58,224 : INFO : EPOCH 4 - PROGRESS: at 11.20% examples, 175164 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:21:59,282 : INFO : EPOCH 4 - PROGRESS: at 11.29% examples, 175170 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:00,284 : INFO : EPOCH 4 - PROGRESS: at 11.37% examples, 175200 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:01,329 : INFO : EPOCH 4 - PROGRESS: at 11.47% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:02,345 : INFO : EPOCH 4 - PROGRESS: at 11.57% examples, 175210 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:03,346 : INFO : EPOCH 4 - PROGRESS: at 11.67% examples, 175243 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:04,347 : INFO : EPOCH 4 - PROGRESS: at 11.76% examples, 175301 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:05,414 : INFO : EPOCH 4 - PROGRESS: at 11.86% examples, 175252 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:06,451 : INFO : EPOCH 4 - PROGRESS: at 11.95% examples, 175203 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:22:07,521 : INFO : EPOCH 4 - PROGRESS: at 12.05% examples, 175222 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:08,541 : INFO : EPOCH 4 - PROGRESS: at 12.14% examples, 175188 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:09,566 : INFO : EPOCH 4 - PROGRESS: at 12.24% examples, 175198 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:10,569 : INFO : EPOCH 4 - PROGRESS: at 12.34% examples, 175273 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:11,595 : INFO : EPOCH 4 - PROGRESS: at 12.43% examples, 175271 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:12,613 : INFO : EPOCH 4 - PROGRESS: at 12.52% examples, 175275 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:13,635 : INFO : EPOCH 4 - PROGRESS: at 12.61% examples, 175317 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:14,644 : INFO : EPOCH 4 - PROGRESS: at 12.70% examples, 175364 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:15,723 : INFO : EPOCH 4 - PROGRESS: at 12.81% examples, 175348 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:16,731 : INFO : EPOCH 4 - PROGRESS: at 12.90% examples, 175362 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:17,746 : INFO : EPOCH 4 - PROGRESS: at 12.99% examples, 175337 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:18,748 : INFO : EPOCH 4 - PROGRESS: at 13.07% examples, 175378 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:19,762 : INFO : EPOCH 4 - PROGRESS: at 13.16% examples, 175342 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:20,768 : INFO : EPOCH 4 - PROGRESS: at 13.26% examples, 175315 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:21,783 : INFO : EPOCH 4 - PROGRESS: at 13.36% examples, 175387 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:22,791 : INFO : EPOCH 4 - PROGRESS: at 13.45% examples, 175371 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:23,842 : INFO : EPOCH 4 - PROGRESS: at 13.55% examples, 175329 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:22:24,866 : INFO : EPOCH 4 - PROGRESS: at 13.64% examples, 175360 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:25,918 : INFO : EPOCH 4 - PROGRESS: at 13.72% examples, 175280 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:26,935 : INFO : EPOCH 4 - PROGRESS: at 13.82% examples, 175295 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:27,953 : INFO : EPOCH 4 - PROGRESS: at 13.91% examples, 175316 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:22:28,960 : INFO : EPOCH 4 - PROGRESS: at 14.01% examples, 175320 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:30,018 : INFO : EPOCH 4 - PROGRESS: at 14.12% examples, 175307 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:31,021 : INFO : EPOCH 4 - PROGRESS: at 14.22% examples, 175302 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:32,085 : INFO : EPOCH 4 - PROGRESS: at 14.33% examples, 175301 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:33,170 : INFO : EPOCH 4 - PROGRESS: at 14.45% examples, 175333 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:34,173 : INFO : EPOCH 4 - PROGRESS: at 14.54% examples, 175349 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:22:35,180 : INFO : EPOCH 4 - PROGRESS: at 14.64% examples, 175408 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:36,202 : INFO : EPOCH 4 - PROGRESS: at 14.72% examples, 175393 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:37,209 : INFO : EPOCH 4 - PROGRESS: at 14.81% examples, 175422 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:38,257 : INFO : EPOCH 4 - PROGRESS: at 14.90% examples, 175398 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:39,340 : INFO : EPOCH 4 - PROGRESS: at 15.01% examples, 175385 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:40,347 : INFO : EPOCH 4 - PROGRESS: at 15.10% examples, 175383 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:41,358 : INFO : EPOCH 4 - PROGRESS: at 15.20% examples, 175400 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:22:42,361 : INFO : EPOCH 4 - PROGRESS: at 15.29% examples, 175430 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:22:43,414 : INFO : EPOCH 4 - PROGRESS: at 15.40% examples, 175413 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:44,473 : INFO : EPOCH 4 - PROGRESS: at 15.51% examples, 175415 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:45,506 : INFO : EPOCH 4 - PROGRESS: at 15.61% examples, 175427 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:46,551 : INFO : EPOCH 4 - PROGRESS: at 15.70% examples, 175383 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:47,658 : INFO : EPOCH 4 - PROGRESS: at 15.81% examples, 175353 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:22:48,703 : INFO : EPOCH 4 - PROGRESS: at 15.92% examples, 175405 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:49,733 : INFO : EPOCH 4 - PROGRESS: at 16.02% examples, 175389 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:50,739 : INFO : EPOCH 4 - PROGRESS: at 16.12% examples, 175429 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:51,753 : INFO : EPOCH 4 - PROGRESS: at 16.21% examples, 175391 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:52,773 : INFO : EPOCH 4 - PROGRESS: at 16.31% examples, 175362 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:53,776 : INFO : EPOCH 4 - PROGRESS: at 16.43% examples, 175473 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:54,786 : INFO : EPOCH 4 - PROGRESS: at 16.53% examples, 175422 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:55,788 : INFO : EPOCH 4 - PROGRESS: at 16.62% examples, 175424 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:56,795 : INFO : EPOCH 4 - PROGRESS: at 16.72% examples, 175436 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:57,796 : INFO : EPOCH 4 - PROGRESS: at 16.81% examples, 175461 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:22:58,818 : INFO : EPOCH 4 - PROGRESS: at 16.90% examples, 175430 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:22:59,824 : INFO : EPOCH 4 - PROGRESS: at 16.99% examples, 175424 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:00,830 : INFO : EPOCH 4 - PROGRESS: at 17.07% examples, 175437 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:01,832 : INFO : EPOCH 4 - PROGRESS: at 17.16% examples, 175435 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:02,854 : INFO : EPOCH 4 - PROGRESS: at 17.25% examples, 175435 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:03,860 : INFO : EPOCH 4 - PROGRESS: at 17.36% examples, 175439 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:04,864 : INFO : EPOCH 4 - PROGRESS: at 17.45% examples, 175454 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:05,908 : INFO : EPOCH 4 - PROGRESS: at 17.55% examples, 175428 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:06,926 : INFO : EPOCH 4 - PROGRESS: at 17.62% examples, 175438 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:07,969 : INFO : EPOCH 4 - PROGRESS: at 17.73% examples, 175437 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:09,005 : INFO : EPOCH 4 - PROGRESS: at 17.83% examples, 175448 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:10,038 : INFO : EPOCH 4 - PROGRESS: at 17.92% examples, 175412 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:11,091 : INFO : EPOCH 4 - PROGRESS: at 18.02% examples, 175373 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:12,110 : INFO : EPOCH 4 - PROGRESS: at 18.13% examples, 175412 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:13,127 : INFO : EPOCH 4 - PROGRESS: at 18.20% examples, 175430 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:14,169 : INFO : EPOCH 4 - PROGRESS: at 18.28% examples, 175425 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:23:15,222 : INFO : EPOCH 4 - PROGRESS: at 18.38% examples, 175397 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:23:16,270 : INFO : EPOCH 4 - PROGRESS: at 18.48% examples, 175383 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:17,343 : INFO : EPOCH 4 - PROGRESS: at 18.57% examples, 175420 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:23:18,370 : INFO : EPOCH 4 - PROGRESS: at 18.67% examples, 175420 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:19,405 : INFO : EPOCH 4 - PROGRESS: at 18.78% examples, 175457 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:20,441 : INFO : EPOCH 4 - PROGRESS: at 18.86% examples, 175481 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:23:21,444 : INFO : EPOCH 4 - PROGRESS: at 18.96% examples, 175502 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:22,510 : INFO : EPOCH 4 - PROGRESS: at 19.06% examples, 175479 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:23,523 : INFO : EPOCH 4 - PROGRESS: at 19.16% examples, 175508 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:24,547 : INFO : EPOCH 4 - PROGRESS: at 19.27% examples, 175540 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:25,552 : INFO : EPOCH 4 - PROGRESS: at 19.35% examples, 175529 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:26,563 : INFO : EPOCH 4 - PROGRESS: at 19.45% examples, 175533 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:27,605 : INFO : EPOCH 4 - PROGRESS: at 19.55% examples, 175477 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:28,627 : INFO : EPOCH 4 - PROGRESS: at 19.65% examples, 175519 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:29,631 : INFO : EPOCH 4 - PROGRESS: at 19.75% examples, 175544 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:30,682 : INFO : EPOCH 4 - PROGRESS: at 19.84% examples, 175527 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:23:31,743 : INFO : EPOCH 4 - PROGRESS: at 19.96% examples, 175566 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:23:32,801 : INFO : EPOCH 4 - PROGRESS: at 20.07% examples, 175520 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:33,813 : INFO : EPOCH 4 - PROGRESS: at 20.17% examples, 175484 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:34,880 : INFO : EPOCH 4 - PROGRESS: at 20.28% examples, 175510 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:35,923 : INFO : EPOCH 4 - PROGRESS: at 20.36% examples, 175508 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:37,002 : INFO : EPOCH 4 - PROGRESS: at 20.47% examples, 175521 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:38,030 : INFO : EPOCH 4 - PROGRESS: at 20.58% examples, 175528 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:39,077 : INFO : EPOCH 4 - PROGRESS: at 20.69% examples, 175543 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:40,078 : INFO : EPOCH 4 - PROGRESS: at 20.78% examples, 175548 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:41,081 : INFO : EPOCH 4 - PROGRESS: at 20.87% examples, 175543 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:42,090 : INFO : EPOCH 4 - PROGRESS: at 20.97% examples, 175512 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:43,094 : INFO : EPOCH 4 - PROGRESS: at 21.06% examples, 175521 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:44,121 : INFO : EPOCH 4 - PROGRESS: at 21.16% examples, 175532 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:45,125 : INFO : EPOCH 4 - PROGRESS: at 21.25% examples, 175541 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:46,200 : INFO : EPOCH 4 - PROGRESS: at 21.34% examples, 175509 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:47,214 : INFO : EPOCH 4 - PROGRESS: at 21.44% examples, 175498 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:48,277 : INFO : EPOCH 4 - PROGRESS: at 21.55% examples, 175500 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:23:49,279 : INFO : EPOCH 4 - PROGRESS: at 21.66% examples, 175524 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:50,337 : INFO : EPOCH 4 - PROGRESS: at 21.75% examples, 175528 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:51,357 : INFO : EPOCH 4 - PROGRESS: at 21.87% examples, 175520 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:23:52,382 : INFO : EPOCH 4 - PROGRESS: at 21.97% examples, 175567 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:53,406 : INFO : EPOCH 4 - PROGRESS: at 22.04% examples, 175444 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:54,408 : INFO : EPOCH 4 - PROGRESS: at 22.13% examples, 175440 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:55,485 : INFO : EPOCH 4 - PROGRESS: at 22.22% examples, 175431 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:56,533 : INFO : EPOCH 4 - PROGRESS: at 22.32% examples, 175433 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:57,593 : INFO : EPOCH 4 - PROGRESS: at 22.41% examples, 175454 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:58,620 : INFO : EPOCH 4 - PROGRESS: at 22.51% examples, 175478 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:23:59,624 : INFO : EPOCH 4 - PROGRESS: at 22.60% examples, 175478 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:00,639 : INFO : EPOCH 4 - PROGRESS: at 22.69% examples, 175492 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:01,673 : INFO : EPOCH 4 - PROGRESS: at 22.79% examples, 175493 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:24:02,714 : INFO : EPOCH 4 - PROGRESS: at 22.89% examples, 175492 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:03,760 : INFO : EPOCH 4 - PROGRESS: at 22.98% examples, 175482 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:04,789 : INFO : EPOCH 4 - PROGRESS: at 23.09% examples, 175521 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:05,807 : INFO : EPOCH 4 - PROGRESS: at 23.20% examples, 175540 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:06,815 : INFO : EPOCH 4 - PROGRESS: at 23.28% examples, 175497 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:24:07,823 : INFO : EPOCH 4 - PROGRESS: at 23.38% examples, 175512 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:08,847 : INFO : EPOCH 4 - PROGRESS: at 23.46% examples, 175473 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:09,862 : INFO : EPOCH 4 - PROGRESS: at 23.57% examples, 175508 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:10,869 : INFO : EPOCH 4 - PROGRESS: at 23.66% examples, 175505 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:11,870 : INFO : EPOCH 4 - PROGRESS: at 23.75% examples, 175507 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:12,874 : INFO : EPOCH 4 - PROGRESS: at 23.83% examples, 175476 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:13,911 : INFO : EPOCH 4 - PROGRESS: at 23.93% examples, 175506 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:14,934 : INFO : EPOCH 4 - PROGRESS: at 24.03% examples, 175505 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:15,996 : INFO : EPOCH 4 - PROGRESS: at 24.14% examples, 175521 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:17,107 : INFO : EPOCH 4 - PROGRESS: at 24.24% examples, 175520 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:18,124 : INFO : EPOCH 4 - PROGRESS: at 24.36% examples, 175564 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:19,178 : INFO : EPOCH 4 - PROGRESS: at 24.47% examples, 175565 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:20,203 : INFO : EPOCH 4 - PROGRESS: at 24.56% examples, 175565 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:21,211 : INFO : EPOCH 4 - PROGRESS: at 24.67% examples, 175591 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:22,232 : INFO : EPOCH 4 - PROGRESS: at 24.75% examples, 175568 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:23,250 : INFO : EPOCH 4 - PROGRESS: at 24.86% examples, 175583 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:24,251 : INFO : EPOCH 4 - PROGRESS: at 24.97% examples, 175592 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:25,277 : INFO : EPOCH 4 - PROGRESS: at 25.07% examples, 175612 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:26,283 : INFO : EPOCH 4 - PROGRESS: at 25.16% examples, 175610 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:27,318 : INFO : EPOCH 4 - PROGRESS: at 25.27% examples, 175585 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:28,326 : INFO : EPOCH 4 - PROGRESS: at 25.37% examples, 175608 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:29,382 : INFO : EPOCH 4 - PROGRESS: at 25.45% examples, 175609 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:30,455 : INFO : EPOCH 4 - PROGRESS: at 25.56% examples, 175606 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:31,482 : INFO : EPOCH 4 - PROGRESS: at 25.65% examples, 175579 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:32,508 : INFO : EPOCH 4 - PROGRESS: at 25.75% examples, 175596 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:33,546 : INFO : EPOCH 4 - PROGRESS: at 25.85% examples, 175575 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:34,588 : INFO : EPOCH 4 - PROGRESS: at 25.95% examples, 175597 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:24:35,593 : INFO : EPOCH 4 - PROGRESS: at 26.05% examples, 175594 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:36,606 : INFO : EPOCH 4 - PROGRESS: at 26.15% examples, 175614 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:37,660 : INFO : EPOCH 4 - PROGRESS: at 26.25% examples, 175594 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:38,710 : INFO : EPOCH 4 - PROGRESS: at 26.36% examples, 175592 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:39,734 : INFO : EPOCH 4 - PROGRESS: at 26.45% examples, 175595 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:40,766 : INFO : EPOCH 4 - PROGRESS: at 26.56% examples, 175627 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:41,776 : INFO : EPOCH 4 - PROGRESS: at 26.67% examples, 175613 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:42,780 : INFO : EPOCH 4 - PROGRESS: at 26.76% examples, 175631 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:43,814 : INFO : EPOCH 4 - PROGRESS: at 26.85% examples, 175630 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:44,840 : INFO : EPOCH 4 - PROGRESS: at 26.95% examples, 175622 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:45,874 : INFO : EPOCH 4 - PROGRESS: at 27.05% examples, 175599 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:46,929 : INFO : EPOCH 4 - PROGRESS: at 27.17% examples, 175606 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:47,971 : INFO : EPOCH 4 - PROGRESS: at 27.27% examples, 175625 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:49,056 : INFO : EPOCH 4 - PROGRESS: at 27.36% examples, 175607 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:50,069 : INFO : EPOCH 4 - PROGRESS: at 27.45% examples, 175653 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:51,078 : INFO : EPOCH 4 - PROGRESS: at 27.55% examples, 175611 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:24:52,091 : INFO : EPOCH 4 - PROGRESS: at 27.65% examples, 175639 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:53,142 : INFO : EPOCH 4 - PROGRESS: at 27.76% examples, 175636 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:54,163 : INFO : EPOCH 4 - PROGRESS: at 27.85% examples, 175663 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:55,165 : INFO : EPOCH 4 - PROGRESS: at 27.94% examples, 175663 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:24:56,192 : INFO : EPOCH 4 - PROGRESS: at 28.03% examples, 175667 words/s, in_qsize 7, out_qsize 1
2020-07-16 19:24:57,191 : INFO : EPOCH 4 - PROGRESS: at 28.11% examples, 175689 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:24:58,194 : INFO : EPOCH 4 - PROGRESS: at 28.20% examples, 175679 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:24:59,278 : INFO : EPOCH 4 - PROGRESS: at 28.32% examples, 175669 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:00,365 : INFO : EPOCH 4 - PROGRESS: at 28.42% examples, 175662 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:01,408 : INFO : EPOCH 4 - PROGRESS: at 28.52% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:02,456 : INFO : EPOCH 4 - PROGRESS: at 28.62% examples, 175691 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:03,463 : INFO : EPOCH 4 - PROGRESS: at 28.71% examples, 175687 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:04,488 : INFO : EPOCH 4 - PROGRESS: at 28.80% examples, 175682 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:05,505 : INFO : EPOCH 4 - PROGRESS: at 28.90% examples, 175709 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:06,553 : INFO : EPOCH 4 - PROGRESS: at 28.99% examples, 175672 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:25:07,554 : INFO : EPOCH 4 - PROGRESS: at 29.08% examples, 175707 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:08,557 : INFO : EPOCH 4 - PROGRESS: at 29.17% examples, 175676 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:09,573 : INFO : EPOCH 4 - PROGRESS: at 29.26% examples, 175686 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:10,585 : INFO : EPOCH 4 - PROGRESS: at 29.36% examples, 175691 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:11,585 : INFO : EPOCH 4 - PROGRESS: at 29.44% examples, 175720 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:12,652 : INFO : EPOCH 4 - PROGRESS: at 29.54% examples, 175694 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:13,717 : INFO : EPOCH 4 - PROGRESS: at 29.64% examples, 175699 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:14,728 : INFO : EPOCH 4 - PROGRESS: at 29.74% examples, 175703 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:15,749 : INFO : EPOCH 4 - PROGRESS: at 29.84% examples, 175698 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:16,773 : INFO : EPOCH 4 - PROGRESS: at 29.92% examples, 175683 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:25:17,817 : INFO : EPOCH 4 - PROGRESS: at 30.02% examples, 175698 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:18,864 : INFO : EPOCH 4 - PROGRESS: at 30.11% examples, 175730 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:19,870 : INFO : EPOCH 4 - PROGRESS: at 30.20% examples, 175751 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:20,889 : INFO : EPOCH 4 - PROGRESS: at 30.29% examples, 175734 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:21,962 : INFO : EPOCH 4 - PROGRESS: at 30.38% examples, 175714 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:22,985 : INFO : EPOCH 4 - PROGRESS: at 30.49% examples, 175744 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:24,006 : INFO : EPOCH 4 - PROGRESS: at 30.59% examples, 175746 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:25,065 : INFO : EPOCH 4 - PROGRESS: at 30.68% examples, 175748 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:25:26,073 : INFO : EPOCH 4 - PROGRESS: at 30.79% examples, 175774 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:27,101 : INFO : EPOCH 4 - PROGRESS: at 30.89% examples, 175779 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:28,109 : INFO : EPOCH 4 - PROGRESS: at 30.99% examples, 175759 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:29,189 : INFO : EPOCH 4 - PROGRESS: at 31.09% examples, 175769 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:30,224 : INFO : EPOCH 4 - PROGRESS: at 31.20% examples, 175792 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:31,249 : INFO : EPOCH 4 - PROGRESS: at 31.31% examples, 175779 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:25:32,299 : INFO : EPOCH 4 - PROGRESS: at 31.42% examples, 175778 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:33,306 : INFO : EPOCH 4 - PROGRESS: at 31.52% examples, 175794 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:34,355 : INFO : EPOCH 4 - PROGRESS: at 31.62% examples, 175801 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:35,357 : INFO : EPOCH 4 - PROGRESS: at 31.72% examples, 175798 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:36,439 : INFO : EPOCH 4 - PROGRESS: at 31.82% examples, 175787 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:37,440 : INFO : EPOCH 4 - PROGRESS: at 31.90% examples, 175802 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:38,497 : INFO : EPOCH 4 - PROGRESS: at 31.98% examples, 175787 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:39,502 : INFO : EPOCH 4 - PROGRESS: at 32.09% examples, 175778 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:40,580 : INFO : EPOCH 4 - PROGRESS: at 32.17% examples, 175768 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:25:41,590 : INFO : EPOCH 4 - PROGRESS: at 32.27% examples, 175785 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:42,662 : INFO : EPOCH 4 - PROGRESS: at 32.37% examples, 175783 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:43,665 : INFO : EPOCH 4 - PROGRESS: at 32.48% examples, 175812 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:44,729 : INFO : EPOCH 4 - PROGRESS: at 32.57% examples, 175805 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:25:45,749 : INFO : EPOCH 4 - PROGRESS: at 32.66% examples, 175790 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:25:46,755 : INFO : EPOCH 4 - PROGRESS: at 32.75% examples, 175812 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:25:47,823 : INFO : EPOCH 4 - PROGRESS: at 32.83% examples, 175795 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:48,854 : INFO : EPOCH 4 - PROGRESS: at 32.94% examples, 175815 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:49,862 : INFO : EPOCH 4 - PROGRESS: at 33.02% examples, 175800 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:50,870 : INFO : EPOCH 4 - PROGRESS: at 33.12% examples, 175797 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:51,898 : INFO : EPOCH 4 - PROGRESS: at 33.21% examples, 175801 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:52,916 : INFO : EPOCH 4 - PROGRESS: at 33.31% examples, 175810 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:53,921 : INFO : EPOCH 4 - PROGRESS: at 33.40% examples, 175785 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:55,005 : INFO : EPOCH 4 - PROGRESS: at 33.50% examples, 175791 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:56,013 : INFO : EPOCH 4 - PROGRESS: at 33.58% examples, 175786 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:25:57,044 : INFO : EPOCH 4 - PROGRESS: at 33.68% examples, 175777 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:58,077 : INFO : EPOCH 4 - PROGRESS: at 33.79% examples, 175825 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:25:59,141 : INFO : EPOCH 4 - PROGRESS: at 33.89% examples, 175804 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:00,161 : INFO : EPOCH 4 - PROGRESS: at 33.99% examples, 175806 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:26:01,171 : INFO : EPOCH 4 - PROGRESS: at 34.08% examples, 175819 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:02,176 : INFO : EPOCH 4 - PROGRESS: at 34.18% examples, 175797 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:03,265 : INFO : EPOCH 4 - PROGRESS: at 34.29% examples, 175798 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:26:04,269 : INFO : EPOCH 4 - PROGRESS: at 34.40% examples, 175807 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:05,313 : INFO : EPOCH 4 - PROGRESS: at 34.50% examples, 175819 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:06,381 : INFO : EPOCH 4 - PROGRESS: at 34.59% examples, 175793 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:07,405 : INFO : EPOCH 4 - PROGRESS: at 34.69% examples, 175807 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:26:08,454 : INFO : EPOCH 4 - PROGRESS: at 34.77% examples, 175804 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:09,461 : INFO : EPOCH 4 - PROGRESS: at 34.86% examples, 175777 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:10,461 : INFO : EPOCH 4 - PROGRESS: at 34.97% examples, 175761 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:26:11,549 : INFO : EPOCH 4 - PROGRESS: at 35.05% examples, 175746 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:12,563 : INFO : EPOCH 4 - PROGRESS: at 35.14% examples, 175755 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:13,604 : INFO : EPOCH 4 - PROGRESS: at 35.25% examples, 175722 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:14,665 : INFO : EPOCH 4 - PROGRESS: at 35.33% examples, 175650 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:15,691 : INFO : EPOCH 4 - PROGRESS: at 35.41% examples, 175568 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:16,692 : INFO : EPOCH 4 - PROGRESS: at 35.50% examples, 175552 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:17,701 : INFO : EPOCH 4 - PROGRESS: at 35.60% examples, 175553 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:18,744 : INFO : EPOCH 4 - PROGRESS: at 35.67% examples, 175547 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:19,746 : INFO : EPOCH 4 - PROGRESS: at 35.78% examples, 175574 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:20,751 : INFO : EPOCH 4 - PROGRESS: at 35.88% examples, 175578 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:21,770 : INFO : EPOCH 4 - PROGRESS: at 35.98% examples, 175568 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:22,786 : INFO : EPOCH 4 - PROGRESS: at 36.08% examples, 175568 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:23,788 : INFO : EPOCH 4 - PROGRESS: at 36.19% examples, 175573 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:24,868 : INFO : EPOCH 4 - PROGRESS: at 36.27% examples, 175536 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:25,878 : INFO : EPOCH 4 - PROGRESS: at 36.38% examples, 175579 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:26,885 : INFO : EPOCH 4 - PROGRESS: at 36.48% examples, 175587 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:27,897 : INFO : EPOCH 4 - PROGRESS: at 36.58% examples, 175599 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:28,919 : INFO : EPOCH 4 - PROGRESS: at 36.68% examples, 175566 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:29,942 : INFO : EPOCH 4 - PROGRESS: at 36.79% examples, 175568 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:30,971 : INFO : EPOCH 4 - PROGRESS: at 36.90% examples, 175569 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:32,017 : INFO : EPOCH 4 - PROGRESS: at 37.00% examples, 175559 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:33,042 : INFO : EPOCH 4 - PROGRESS: at 37.10% examples, 175570 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:34,087 : INFO : EPOCH 4 - PROGRESS: at 37.19% examples, 175553 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:35,139 : INFO : EPOCH 4 - PROGRESS: at 37.28% examples, 175542 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:36,147 : INFO : EPOCH 4 - PROGRESS: at 37.39% examples, 175571 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:37,153 : INFO : EPOCH 4 - PROGRESS: at 37.48% examples, 175566 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:38,167 : INFO : EPOCH 4 - PROGRESS: at 37.58% examples, 175566 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:39,205 : INFO : EPOCH 4 - PROGRESS: at 37.69% examples, 175544 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:40,216 : INFO : EPOCH 4 - PROGRESS: at 37.79% examples, 175574 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:41,224 : INFO : EPOCH 4 - PROGRESS: at 37.87% examples, 175568 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:42,277 : INFO : EPOCH 4 - PROGRESS: at 37.96% examples, 175557 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:43,286 : INFO : EPOCH 4 - PROGRESS: at 38.06% examples, 175575 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:44,333 : INFO : EPOCH 4 - PROGRESS: at 38.15% examples, 175567 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:45,401 : INFO : EPOCH 4 - PROGRESS: at 38.24% examples, 175551 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:26:46,417 : INFO : EPOCH 4 - PROGRESS: at 38.35% examples, 175576 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:47,447 : INFO : EPOCH 4 - PROGRESS: at 38.45% examples, 175580 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:48,468 : INFO : EPOCH 4 - PROGRESS: at 38.54% examples, 175581 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:26:49,561 : INFO : EPOCH 4 - PROGRESS: at 38.63% examples, 175576 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:26:50,567 : INFO : EPOCH 4 - PROGRESS: at 38.74% examples, 175577 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:51,590 : INFO : EPOCH 4 - PROGRESS: at 38.83% examples, 175587 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:52,625 : INFO : EPOCH 4 - PROGRESS: at 38.92% examples, 175596 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:53,721 : INFO : EPOCH 4 - PROGRESS: at 39.02% examples, 175579 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:26:54,747 : INFO : EPOCH 4 - PROGRESS: at 39.13% examples, 175579 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:55,773 : INFO : EPOCH 4 - PROGRESS: at 39.22% examples, 175589 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:56,805 : INFO : EPOCH 4 - PROGRESS: at 39.31% examples, 175606 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:57,818 : INFO : EPOCH 4 - PROGRESS: at 39.42% examples, 175594 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:58,852 : INFO : EPOCH 4 - PROGRESS: at 39.50% examples, 175595 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:26:59,898 : INFO : EPOCH 4 - PROGRESS: at 39.61% examples, 175596 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:00,971 : INFO : EPOCH 4 - PROGRESS: at 39.70% examples, 175579 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:01,977 : INFO : EPOCH 4 - PROGRESS: at 39.80% examples, 175605 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:02,982 : INFO : EPOCH 4 - PROGRESS: at 39.89% examples, 175599 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:04,013 : INFO : EPOCH 4 - PROGRESS: at 39.99% examples, 175615 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:27:05,069 : INFO : EPOCH 4 - PROGRESS: at 40.08% examples, 175606 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:06,088 : INFO : EPOCH 4 - PROGRESS: at 40.19% examples, 175607 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:07,101 : INFO : EPOCH 4 - PROGRESS: at 40.28% examples, 175602 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:08,124 : INFO : EPOCH 4 - PROGRESS: at 40.38% examples, 175616 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:09,165 : INFO : EPOCH 4 - PROGRESS: at 40.47% examples, 175592 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:10,193 : INFO : EPOCH 4 - PROGRESS: at 40.57% examples, 175596 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:11,259 : INFO : EPOCH 4 - PROGRESS: at 40.67% examples, 175585 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:12,279 : INFO : EPOCH 4 - PROGRESS: at 40.77% examples, 175610 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:13,285 : INFO : EPOCH 4 - PROGRESS: at 40.85% examples, 175591 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:14,342 : INFO : EPOCH 4 - PROGRESS: at 40.96% examples, 175595 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:15,434 : INFO : EPOCH 4 - PROGRESS: at 41.06% examples, 175599 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:16,503 : INFO : EPOCH 4 - PROGRESS: at 41.16% examples, 175587 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:17,543 : INFO : EPOCH 4 - PROGRESS: at 41.26% examples, 175603 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:18,564 : INFO : EPOCH 4 - PROGRESS: at 41.37% examples, 175625 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:27:19,584 : INFO : EPOCH 4 - PROGRESS: at 41.44% examples, 175611 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:20,596 : INFO : EPOCH 4 - PROGRESS: at 41.53% examples, 175615 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:21,597 : INFO : EPOCH 4 - PROGRESS: at 41.63% examples, 175625 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:22,618 : INFO : EPOCH 4 - PROGRESS: at 41.74% examples, 175602 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:23,687 : INFO : EPOCH 4 - PROGRESS: at 41.82% examples, 175591 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:24,736 : INFO : EPOCH 4 - PROGRESS: at 41.93% examples, 175601 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:25,753 : INFO : EPOCH 4 - PROGRESS: at 42.03% examples, 175607 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:26,777 : INFO : EPOCH 4 - PROGRESS: at 42.14% examples, 175640 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:27:27,805 : INFO : EPOCH 4 - PROGRESS: at 42.24% examples, 175623 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:28,872 : INFO : EPOCH 4 - PROGRESS: at 42.34% examples, 175617 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:29,884 : INFO : EPOCH 4 - PROGRESS: at 42.43% examples, 175620 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:30,908 : INFO : EPOCH 4 - PROGRESS: at 42.52% examples, 175650 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:31,935 : INFO : EPOCH 4 - PROGRESS: at 42.62% examples, 175617 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:32,972 : INFO : EPOCH 4 - PROGRESS: at 42.72% examples, 175627 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:33,999 : INFO : EPOCH 4 - PROGRESS: at 42.83% examples, 175624 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:35,024 : INFO : EPOCH 4 - PROGRESS: at 42.92% examples, 175650 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:36,024 : INFO : EPOCH 4 - PROGRESS: at 43.01% examples, 175637 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:37,030 : INFO : EPOCH 4 - PROGRESS: at 43.10% examples, 175647 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:38,055 : INFO : EPOCH 4 - PROGRESS: at 43.19% examples, 175649 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:39,089 : INFO : EPOCH 4 - PROGRESS: at 43.27% examples, 175641 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:40,117 : INFO : EPOCH 4 - PROGRESS: at 43.37% examples, 175655 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:41,140 : INFO : EPOCH 4 - PROGRESS: at 43.47% examples, 175639 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:42,151 : INFO : EPOCH 4 - PROGRESS: at 43.57% examples, 175648 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:43,156 : INFO : EPOCH 4 - PROGRESS: at 43.67% examples, 175637 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:44,214 : INFO : EPOCH 4 - PROGRESS: at 43.76% examples, 175640 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:45,234 : INFO : EPOCH 4 - PROGRESS: at 43.85% examples, 175657 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:46,265 : INFO : EPOCH 4 - PROGRESS: at 43.95% examples, 175647 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:27:47,266 : INFO : EPOCH 4 - PROGRESS: at 44.04% examples, 175652 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:48,289 : INFO : EPOCH 4 - PROGRESS: at 44.12% examples, 175653 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:49,311 : INFO : EPOCH 4 - PROGRESS: at 44.22% examples, 175648 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:50,357 : INFO : EPOCH 4 - PROGRESS: at 44.31% examples, 175642 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:27:51,388 : INFO : EPOCH 4 - PROGRESS: at 44.40% examples, 175648 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:52,423 : INFO : EPOCH 4 - PROGRESS: at 44.50% examples, 175651 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:53,427 : INFO : EPOCH 4 - PROGRESS: at 44.59% examples, 175646 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:54,469 : INFO : EPOCH 4 - PROGRESS: at 44.69% examples, 175654 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:55,547 : INFO : EPOCH 4 - PROGRESS: at 44.79% examples, 175644 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:56,564 : INFO : EPOCH 4 - PROGRESS: at 44.88% examples, 175663 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:27:57,673 : INFO : EPOCH 4 - PROGRESS: at 44.98% examples, 175640 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:27:58,677 : INFO : EPOCH 4 - PROGRESS: at 45.08% examples, 175659 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:27:59,721 : INFO : EPOCH 4 - PROGRESS: at 45.18% examples, 175653 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:00,753 : INFO : EPOCH 4 - PROGRESS: at 45.28% examples, 175647 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:01,785 : INFO : EPOCH 4 - PROGRESS: at 45.38% examples, 175648 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:28:02,874 : INFO : EPOCH 4 - PROGRESS: at 45.46% examples, 175639 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:03,880 : INFO : EPOCH 4 - PROGRESS: at 45.56% examples, 175653 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:04,915 : INFO : EPOCH 4 - PROGRESS: at 45.65% examples, 175643 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:05,927 : INFO : EPOCH 4 - PROGRESS: at 45.75% examples, 175642 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:06,940 : INFO : EPOCH 4 - PROGRESS: at 45.85% examples, 175638 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:07,995 : INFO : EPOCH 4 - PROGRESS: at 45.95% examples, 175628 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:09,011 : INFO : EPOCH 4 - PROGRESS: at 46.06% examples, 175649 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:10,054 : INFO : EPOCH 4 - PROGRESS: at 46.17% examples, 175642 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:11,088 : INFO : EPOCH 4 - PROGRESS: at 46.26% examples, 175638 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:28:12,132 : INFO : EPOCH 4 - PROGRESS: at 46.36% examples, 175639 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:13,139 : INFO : EPOCH 4 - PROGRESS: at 46.46% examples, 175643 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:14,153 : INFO : EPOCH 4 - PROGRESS: at 46.56% examples, 175645 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:15,158 : INFO : EPOCH 4 - PROGRESS: at 46.66% examples, 175668 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:28:16,165 : INFO : EPOCH 4 - PROGRESS: at 46.74% examples, 175646 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:17,180 : INFO : EPOCH 4 - PROGRESS: at 46.84% examples, 175638 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:28:18,187 : INFO : EPOCH 4 - PROGRESS: at 46.93% examples, 175654 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:19,221 : INFO : EPOCH 4 - PROGRESS: at 47.03% examples, 175661 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:20,280 : INFO : EPOCH 4 - PROGRESS: at 47.12% examples, 175636 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:21,297 : INFO : EPOCH 4 - PROGRESS: at 47.22% examples, 175648 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:28:22,314 : INFO : EPOCH 4 - PROGRESS: at 47.32% examples, 175639 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:23,332 : INFO : EPOCH 4 - PROGRESS: at 47.43% examples, 175638 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:24,385 : INFO : EPOCH 4 - PROGRESS: at 47.52% examples, 175616 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:25,389 : INFO : EPOCH 4 - PROGRESS: at 47.62% examples, 175625 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:26,425 : INFO : EPOCH 4 - PROGRESS: at 47.73% examples, 175624 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:27,483 : INFO : EPOCH 4 - PROGRESS: at 47.83% examples, 175625 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:28,545 : INFO : EPOCH 4 - PROGRESS: at 47.92% examples, 175636 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:29,577 : INFO : EPOCH 4 - PROGRESS: at 48.01% examples, 175637 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:30,589 : INFO : EPOCH 4 - PROGRESS: at 48.11% examples, 175639 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:31,593 : INFO : EPOCH 4 - PROGRESS: at 48.21% examples, 175636 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:32,625 : INFO : EPOCH 4 - PROGRESS: at 48.33% examples, 175657 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:33,641 : INFO : EPOCH 4 - PROGRESS: at 48.41% examples, 175662 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:34,693 : INFO : EPOCH 4 - PROGRESS: at 48.49% examples, 175648 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:35,716 : INFO : EPOCH 4 - PROGRESS: at 48.59% examples, 175668 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:36,724 : INFO : EPOCH 4 - PROGRESS: at 48.67% examples, 175655 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:37,825 : INFO : EPOCH 4 - PROGRESS: at 48.77% examples, 175658 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:28:38,906 : INFO : EPOCH 4 - PROGRESS: at 48.87% examples, 175655 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:39,952 : INFO : EPOCH 4 - PROGRESS: at 48.96% examples, 175664 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:40,980 : INFO : EPOCH 4 - PROGRESS: at 49.04% examples, 175669 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:42,002 : INFO : EPOCH 4 - PROGRESS: at 49.14% examples, 175665 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:43,026 : INFO : EPOCH 4 - PROGRESS: at 49.24% examples, 175655 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:44,092 : INFO : EPOCH 4 - PROGRESS: at 49.35% examples, 175661 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:45,104 : INFO : EPOCH 4 - PROGRESS: at 49.44% examples, 175661 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:46,168 : INFO : EPOCH 4 - PROGRESS: at 49.53% examples, 175654 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:28:47,177 : INFO : EPOCH 4 - PROGRESS: at 49.63% examples, 175666 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:48,225 : INFO : EPOCH 4 - PROGRESS: at 49.73% examples, 175662 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:49,240 : INFO : EPOCH 4 - PROGRESS: at 49.83% examples, 175666 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:50,289 : INFO : EPOCH 4 - PROGRESS: at 49.95% examples, 175659 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:51,318 : INFO : EPOCH 4 - PROGRESS: at 50.06% examples, 175655 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:52,328 : INFO : EPOCH 4 - PROGRESS: at 50.15% examples, 175655 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:53,339 : INFO : EPOCH 4 - PROGRESS: at 50.27% examples, 175669 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:54,372 : INFO : EPOCH 4 - PROGRESS: at 50.36% examples, 175655 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:55,383 : INFO : EPOCH 4 - PROGRESS: at 50.45% examples, 175665 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:56,388 : INFO : EPOCH 4 - PROGRESS: at 50.55% examples, 175677 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:57,423 : INFO : EPOCH 4 - PROGRESS: at 50.63% examples, 175675 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:58,529 : INFO : EPOCH 4 - PROGRESS: at 50.73% examples, 175663 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:28:59,530 : INFO : EPOCH 4 - PROGRESS: at 50.82% examples, 175688 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:29:00,541 : INFO : EPOCH 4 - PROGRESS: at 50.92% examples, 175680 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:01,545 : INFO : EPOCH 4 - PROGRESS: at 51.00% examples, 175674 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:02,549 : INFO : EPOCH 4 - PROGRESS: at 51.11% examples, 175690 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:03,572 : INFO : EPOCH 4 - PROGRESS: at 51.19% examples, 175681 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:04,582 : INFO : EPOCH 4 - PROGRESS: at 51.28% examples, 175677 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:05,600 : INFO : EPOCH 4 - PROGRESS: at 51.38% examples, 175677 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:06,610 : INFO : EPOCH 4 - PROGRESS: at 51.46% examples, 175684 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:07,620 : INFO : EPOCH 4 - PROGRESS: at 51.56% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:08,663 : INFO : EPOCH 4 - PROGRESS: at 51.67% examples, 175675 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:09,689 : INFO : EPOCH 4 - PROGRESS: at 51.75% examples, 175687 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:10,722 : INFO : EPOCH 4 - PROGRESS: at 51.85% examples, 175673 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:11,789 : INFO : EPOCH 4 - PROGRESS: at 51.95% examples, 175663 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:29:12,846 : INFO : EPOCH 4 - PROGRESS: at 52.04% examples, 175666 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:29:13,899 : INFO : EPOCH 4 - PROGRESS: at 52.14% examples, 175666 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:14,921 : INFO : EPOCH 4 - PROGRESS: at 52.24% examples, 175672 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:15,957 : INFO : EPOCH 4 - PROGRESS: at 52.36% examples, 175664 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:16,977 : INFO : EPOCH 4 - PROGRESS: at 52.46% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:18,000 : INFO : EPOCH 4 - PROGRESS: at 52.53% examples, 175673 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:19,028 : INFO : EPOCH 4 - PROGRESS: at 52.63% examples, 175681 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:20,029 : INFO : EPOCH 4 - PROGRESS: at 52.72% examples, 175664 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:21,071 : INFO : EPOCH 4 - PROGRESS: at 52.83% examples, 175683 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:22,113 : INFO : EPOCH 4 - PROGRESS: at 52.93% examples, 175679 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:29:23,152 : INFO : EPOCH 4 - PROGRESS: at 53.02% examples, 175680 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:24,175 : INFO : EPOCH 4 - PROGRESS: at 53.12% examples, 175686 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:25,175 : INFO : EPOCH 4 - PROGRESS: at 53.22% examples, 175689 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:26,183 : INFO : EPOCH 4 - PROGRESS: at 53.32% examples, 175679 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:27,206 : INFO : EPOCH 4 - PROGRESS: at 53.42% examples, 175677 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:28,220 : INFO : EPOCH 4 - PROGRESS: at 53.51% examples, 175690 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:29,220 : INFO : EPOCH 4 - PROGRESS: at 53.60% examples, 175673 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:30,230 : INFO : EPOCH 4 - PROGRESS: at 53.69% examples, 175674 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:31,243 : INFO : EPOCH 4 - PROGRESS: at 53.79% examples, 175688 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:32,260 : INFO : EPOCH 4 - PROGRESS: at 53.88% examples, 175665 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:29:33,268 : INFO : EPOCH 4 - PROGRESS: at 53.98% examples, 175690 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:34,287 : INFO : EPOCH 4 - PROGRESS: at 54.06% examples, 175683 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:35,297 : INFO : EPOCH 4 - PROGRESS: at 54.17% examples, 175686 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:36,326 : INFO : EPOCH 4 - PROGRESS: at 54.25% examples, 175674 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:29:37,378 : INFO : EPOCH 4 - PROGRESS: at 54.35% examples, 175666 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:38,437 : INFO : EPOCH 4 - PROGRESS: at 54.45% examples, 175669 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:29:39,471 : INFO : EPOCH 4 - PROGRESS: at 54.55% examples, 175673 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:40,496 : INFO : EPOCH 4 - PROGRESS: at 54.65% examples, 175660 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:29:41,512 : INFO : EPOCH 4 - PROGRESS: at 54.74% examples, 175665 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:42,525 : INFO : EPOCH 4 - PROGRESS: at 54.83% examples, 175675 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:43,549 : INFO : EPOCH 4 - PROGRESS: at 54.92% examples, 175676 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:44,609 : INFO : EPOCH 4 - PROGRESS: at 55.03% examples, 175686 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:45,614 : INFO : EPOCH 4 - PROGRESS: at 55.11% examples, 175691 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:46,630 : INFO : EPOCH 4 - PROGRESS: at 55.20% examples, 175681 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:47,682 : INFO : EPOCH 4 - PROGRESS: at 55.31% examples, 175690 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:48,705 : INFO : EPOCH 4 - PROGRESS: at 55.42% examples, 175701 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:49,712 : INFO : EPOCH 4 - PROGRESS: at 55.49% examples, 175684 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:50,798 : INFO : EPOCH 4 - PROGRESS: at 55.58% examples, 175675 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:51,847 : INFO : EPOCH 4 - PROGRESS: at 55.69% examples, 175680 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:52,876 : INFO : EPOCH 4 - PROGRESS: at 55.79% examples, 175662 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:53,876 : INFO : EPOCH 4 - PROGRESS: at 55.89% examples, 175679 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:54,927 : INFO : EPOCH 4 - PROGRESS: at 55.98% examples, 175678 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:55,937 : INFO : EPOCH 4 - PROGRESS: at 56.08% examples, 175677 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:56,977 : INFO : EPOCH 4 - PROGRESS: at 56.21% examples, 175672 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:58,003 : INFO : EPOCH 4 - PROGRESS: at 56.30% examples, 175672 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:29:59,041 : INFO : EPOCH 4 - PROGRESS: at 56.39% examples, 175662 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:00,125 : INFO : EPOCH 4 - PROGRESS: at 56.49% examples, 175660 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:01,144 : INFO : EPOCH 4 - PROGRESS: at 56.60% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:02,156 : INFO : EPOCH 4 - PROGRESS: at 56.69% examples, 175660 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:03,201 : INFO : EPOCH 4 - PROGRESS: at 56.78% examples, 175661 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:04,221 : INFO : EPOCH 4 - PROGRESS: at 56.88% examples, 175677 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:05,265 : INFO : EPOCH 4 - PROGRESS: at 56.96% examples, 175668 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:06,273 : INFO : EPOCH 4 - PROGRESS: at 57.05% examples, 175682 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:07,305 : INFO : EPOCH 4 - PROGRESS: at 57.14% examples, 175681 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:08,329 : INFO : EPOCH 4 - PROGRESS: at 57.24% examples, 175674 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:30:09,387 : INFO : EPOCH 4 - PROGRESS: at 57.35% examples, 175687 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:10,495 : INFO : EPOCH 4 - PROGRESS: at 57.44% examples, 175671 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:30:11,518 : INFO : EPOCH 4 - PROGRESS: at 57.54% examples, 175685 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:30:12,586 : INFO : EPOCH 4 - PROGRESS: at 57.65% examples, 175679 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:13,601 : INFO : EPOCH 4 - PROGRESS: at 57.75% examples, 175679 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:14,603 : INFO : EPOCH 4 - PROGRESS: at 57.84% examples, 175681 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:15,682 : INFO : EPOCH 4 - PROGRESS: at 57.95% examples, 175682 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:16,754 : INFO : EPOCH 4 - PROGRESS: at 58.05% examples, 175685 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:17,794 : INFO : EPOCH 4 - PROGRESS: at 58.15% examples, 175690 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:18,798 : INFO : EPOCH 4 - PROGRESS: at 58.23% examples, 175680 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:19,827 : INFO : EPOCH 4 - PROGRESS: at 58.32% examples, 175680 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:20,844 : INFO : EPOCH 4 - PROGRESS: at 58.41% examples, 175681 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:21,939 : INFO : EPOCH 4 - PROGRESS: at 58.53% examples, 175682 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:22,960 : INFO : EPOCH 4 - PROGRESS: at 58.62% examples, 175699 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:23,961 : INFO : EPOCH 4 - PROGRESS: at 58.71% examples, 175676 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:25,007 : INFO : EPOCH 4 - PROGRESS: at 58.83% examples, 175678 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:26,043 : INFO : EPOCH 4 - PROGRESS: at 58.93% examples, 175673 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:27,046 : INFO : EPOCH 4 - PROGRESS: at 59.02% examples, 175683 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:28,065 : INFO : EPOCH 4 - PROGRESS: at 59.11% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:29,087 : INFO : EPOCH 4 - PROGRESS: at 59.22% examples, 175686 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:30,124 : INFO : EPOCH 4 - PROGRESS: at 59.33% examples, 175689 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:31,213 : INFO : EPOCH 4 - PROGRESS: at 59.42% examples, 175688 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:32,285 : INFO : EPOCH 4 - PROGRESS: at 59.53% examples, 175694 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:33,298 : INFO : EPOCH 4 - PROGRESS: at 59.63% examples, 175707 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:34,357 : INFO : EPOCH 4 - PROGRESS: at 59.73% examples, 175696 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:35,406 : INFO : EPOCH 4 - PROGRESS: at 59.84% examples, 175703 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:30:36,472 : INFO : EPOCH 4 - PROGRESS: at 59.94% examples, 175691 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:37,527 : INFO : EPOCH 4 - PROGRESS: at 60.04% examples, 175697 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:38,598 : INFO : EPOCH 4 - PROGRESS: at 60.13% examples, 175693 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:39,602 : INFO : EPOCH 4 - PROGRESS: at 60.20% examples, 175685 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:40,650 : INFO : EPOCH 4 - PROGRESS: at 60.30% examples, 175678 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:41,705 : INFO : EPOCH 4 - PROGRESS: at 60.40% examples, 175682 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:42,741 : INFO : EPOCH 4 - PROGRESS: at 60.50% examples, 175673 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:43,869 : INFO : EPOCH 4 - PROGRESS: at 60.58% examples, 175611 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:44,893 : INFO : EPOCH 4 - PROGRESS: at 60.67% examples, 175575 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:30:45,905 : INFO : EPOCH 4 - PROGRESS: at 60.76% examples, 175570 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:46,933 : INFO : EPOCH 4 - PROGRESS: at 60.85% examples, 175572 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:47,939 : INFO : EPOCH 4 - PROGRESS: at 60.95% examples, 175562 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:48,958 : INFO : EPOCH 4 - PROGRESS: at 61.05% examples, 175562 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:49,977 : INFO : EPOCH 4 - PROGRESS: at 61.15% examples, 175566 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:51,005 : INFO : EPOCH 4 - PROGRESS: at 61.24% examples, 175565 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:30:52,014 : INFO : EPOCH 4 - PROGRESS: at 61.35% examples, 175567 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:53,057 : INFO : EPOCH 4 - PROGRESS: at 61.45% examples, 175565 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:54,117 : INFO : EPOCH 4 - PROGRESS: at 61.54% examples, 175566 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:55,125 : INFO : EPOCH 4 - PROGRESS: at 61.63% examples, 175560 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:56,149 : INFO : EPOCH 4 - PROGRESS: at 61.73% examples, 175570 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:57,155 : INFO : EPOCH 4 - PROGRESS: at 61.81% examples, 175571 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:58,188 : INFO : EPOCH 4 - PROGRESS: at 61.89% examples, 175559 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:30:59,239 : INFO : EPOCH 4 - PROGRESS: at 61.98% examples, 175558 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:00,257 : INFO : EPOCH 4 - PROGRESS: at 62.08% examples, 175566 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:01,275 : INFO : EPOCH 4 - PROGRESS: at 62.18% examples, 175556 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:02,289 : INFO : EPOCH 4 - PROGRESS: at 62.29% examples, 175562 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:03,333 : INFO : EPOCH 4 - PROGRESS: at 62.38% examples, 175574 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:04,360 : INFO : EPOCH 4 - PROGRESS: at 62.48% examples, 175564 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:05,401 : INFO : EPOCH 4 - PROGRESS: at 62.58% examples, 175575 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:06,402 : INFO : EPOCH 4 - PROGRESS: at 62.66% examples, 175576 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:07,433 : INFO : EPOCH 4 - PROGRESS: at 62.75% examples, 175572 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:08,472 : INFO : EPOCH 4 - PROGRESS: at 62.85% examples, 175571 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:09,557 : INFO : EPOCH 4 - PROGRESS: at 62.96% examples, 175583 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:10,587 : INFO : EPOCH 4 - PROGRESS: at 63.06% examples, 175582 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:11,636 : INFO : EPOCH 4 - PROGRESS: at 63.16% examples, 175583 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:12,704 : INFO : EPOCH 4 - PROGRESS: at 63.26% examples, 175581 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:13,716 : INFO : EPOCH 4 - PROGRESS: at 63.36% examples, 175593 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:14,825 : INFO : EPOCH 4 - PROGRESS: at 63.46% examples, 175585 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:15,870 : INFO : EPOCH 4 - PROGRESS: at 63.56% examples, 175595 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:16,904 : INFO : EPOCH 4 - PROGRESS: at 63.65% examples, 175585 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:18,006 : INFO : EPOCH 4 - PROGRESS: at 63.76% examples, 175590 words/s, in_qsize 7, out_qsize 2
2020-07-16 19:31:19,036 : INFO : EPOCH 4 - PROGRESS: at 63.87% examples, 175606 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:20,037 : INFO : EPOCH 4 - PROGRESS: at 63.98% examples, 175597 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:21,040 : INFO : EPOCH 4 - PROGRESS: at 64.08% examples, 175612 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:22,045 : INFO : EPOCH 4 - PROGRESS: at 64.18% examples, 175616 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:23,115 : INFO : EPOCH 4 - PROGRESS: at 64.26% examples, 175598 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:24,144 : INFO : EPOCH 4 - PROGRESS: at 64.38% examples, 175609 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:25,160 : INFO : EPOCH 4 - PROGRESS: at 64.48% examples, 175613 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:26,195 : INFO : EPOCH 4 - PROGRESS: at 64.59% examples, 175613 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:27,227 : INFO : EPOCH 4 - PROGRESS: at 64.68% examples, 175619 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:28,243 : INFO : EPOCH 4 - PROGRESS: at 64.77% examples, 175622 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:29,282 : INFO : EPOCH 4 - PROGRESS: at 64.88% examples, 175623 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:30,309 : INFO : EPOCH 4 - PROGRESS: at 64.99% examples, 175623 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:31,321 : INFO : EPOCH 4 - PROGRESS: at 65.09% examples, 175624 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:32,322 : INFO : EPOCH 4 - PROGRESS: at 65.19% examples, 175624 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:33,339 : INFO : EPOCH 4 - PROGRESS: at 65.28% examples, 175627 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:34,349 : INFO : EPOCH 4 - PROGRESS: at 65.37% examples, 175628 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:35,367 : INFO : EPOCH 4 - PROGRESS: at 65.46% examples, 175628 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:36,384 : INFO : EPOCH 4 - PROGRESS: at 65.54% examples, 175618 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:37,409 : INFO : EPOCH 4 - PROGRESS: at 65.64% examples, 175620 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:38,438 : INFO : EPOCH 4 - PROGRESS: at 65.73% examples, 175619 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:39,521 : INFO : EPOCH 4 - PROGRESS: at 65.83% examples, 175617 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:40,569 : INFO : EPOCH 4 - PROGRESS: at 65.93% examples, 175619 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:41,571 : INFO : EPOCH 4 - PROGRESS: at 66.03% examples, 175626 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:42,594 : INFO : EPOCH 4 - PROGRESS: at 66.11% examples, 175620 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:31:43,602 : INFO : EPOCH 4 - PROGRESS: at 66.21% examples, 175625 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:44,675 : INFO : EPOCH 4 - PROGRESS: at 66.32% examples, 175621 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:45,693 : INFO : EPOCH 4 - PROGRESS: at 66.40% examples, 175631 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:46,745 : INFO : EPOCH 4 - PROGRESS: at 66.52% examples, 175630 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:47,782 : INFO : EPOCH 4 - PROGRESS: at 66.61% examples, 175623 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:48,834 : INFO : EPOCH 4 - PROGRESS: at 66.71% examples, 175628 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:49,889 : INFO : EPOCH 4 - PROGRESS: at 66.81% examples, 175629 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:50,923 : INFO : EPOCH 4 - PROGRESS: at 66.90% examples, 175632 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:51,960 : INFO : EPOCH 4 - PROGRESS: at 67.01% examples, 175627 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:52,990 : INFO : EPOCH 4 - PROGRESS: at 67.11% examples, 175646 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:54,027 : INFO : EPOCH 4 - PROGRESS: at 67.20% examples, 175635 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:55,033 : INFO : EPOCH 4 - PROGRESS: at 67.29% examples, 175650 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:56,077 : INFO : EPOCH 4 - PROGRESS: at 67.38% examples, 175646 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:57,107 : INFO : EPOCH 4 - PROGRESS: at 67.47% examples, 175648 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:31:58,109 : INFO : EPOCH 4 - PROGRESS: at 67.57% examples, 175653 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:31:59,111 : INFO : EPOCH 4 - PROGRESS: at 67.66% examples, 175650 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:00,159 : INFO : EPOCH 4 - PROGRESS: at 67.77% examples, 175645 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:01,162 : INFO : EPOCH 4 - PROGRESS: at 67.86% examples, 175650 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:02,176 : INFO : EPOCH 4 - PROGRESS: at 67.97% examples, 175653 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:03,196 : INFO : EPOCH 4 - PROGRESS: at 68.07% examples, 175655 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:04,215 : INFO : EPOCH 4 - PROGRESS: at 68.16% examples, 175651 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:05,240 : INFO : EPOCH 4 - PROGRESS: at 68.25% examples, 175649 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:06,250 : INFO : EPOCH 4 - PROGRESS: at 68.36% examples, 175658 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:07,263 : INFO : EPOCH 4 - PROGRESS: at 68.46% examples, 175658 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:08,291 : INFO : EPOCH 4 - PROGRESS: at 68.55% examples, 175656 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:09,335 : INFO : EPOCH 4 - PROGRESS: at 68.66% examples, 175647 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:10,352 : INFO : EPOCH 4 - PROGRESS: at 68.77% examples, 175657 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:11,430 : INFO : EPOCH 4 - PROGRESS: at 68.87% examples, 175654 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:12,440 : INFO : EPOCH 4 - PROGRESS: at 68.96% examples, 175653 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:13,455 : INFO : EPOCH 4 - PROGRESS: at 69.05% examples, 175659 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:14,502 : INFO : EPOCH 4 - PROGRESS: at 69.13% examples, 175653 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:15,551 : INFO : EPOCH 4 - PROGRESS: at 69.22% examples, 175653 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:16,592 : INFO : EPOCH 4 - PROGRESS: at 69.31% examples, 175647 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:17,594 : INFO : EPOCH 4 - PROGRESS: at 69.41% examples, 175653 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:18,645 : INFO : EPOCH 4 - PROGRESS: at 69.48% examples, 175643 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:19,734 : INFO : EPOCH 4 - PROGRESS: at 69.60% examples, 175641 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:32:20,766 : INFO : EPOCH 4 - PROGRESS: at 69.69% examples, 175654 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:21,798 : INFO : EPOCH 4 - PROGRESS: at 69.78% examples, 175660 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:22,855 : INFO : EPOCH 4 - PROGRESS: at 69.87% examples, 175656 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:23,939 : INFO : EPOCH 4 - PROGRESS: at 69.98% examples, 175653 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:24,947 : INFO : EPOCH 4 - PROGRESS: at 70.09% examples, 175664 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:26,040 : INFO : EPOCH 4 - PROGRESS: at 70.19% examples, 175648 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:27,046 : INFO : EPOCH 4 - PROGRESS: at 70.29% examples, 175657 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:28,063 : INFO : EPOCH 4 - PROGRESS: at 70.38% examples, 175659 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:32:29,100 : INFO : EPOCH 4 - PROGRESS: at 70.48% examples, 175648 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:30,117 : INFO : EPOCH 4 - PROGRESS: at 70.59% examples, 175656 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:31,123 : INFO : EPOCH 4 - PROGRESS: at 70.68% examples, 175661 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:32,170 : INFO : EPOCH 4 - PROGRESS: at 70.79% examples, 175652 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:33,194 : INFO : EPOCH 4 - PROGRESS: at 70.88% examples, 175663 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:34,195 : INFO : EPOCH 4 - PROGRESS: at 70.99% examples, 175666 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:35,234 : INFO : EPOCH 4 - PROGRESS: at 71.08% examples, 175674 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:36,285 : INFO : EPOCH 4 - PROGRESS: at 71.19% examples, 175664 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:37,293 : INFO : EPOCH 4 - PROGRESS: at 71.28% examples, 175673 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:38,333 : INFO : EPOCH 4 - PROGRESS: at 71.36% examples, 175674 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:39,396 : INFO : EPOCH 4 - PROGRESS: at 71.46% examples, 175661 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:40,457 : INFO : EPOCH 4 - PROGRESS: at 71.57% examples, 175660 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:32:41,492 : INFO : EPOCH 4 - PROGRESS: at 71.68% examples, 175665 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:42,499 : INFO : EPOCH 4 - PROGRESS: at 71.80% examples, 175673 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:43,529 : INFO : EPOCH 4 - PROGRESS: at 71.89% examples, 175669 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:32:44,558 : INFO : EPOCH 4 - PROGRESS: at 71.98% examples, 175666 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:45,575 : INFO : EPOCH 4 - PROGRESS: at 72.09% examples, 175664 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:46,584 : INFO : EPOCH 4 - PROGRESS: at 72.17% examples, 175680 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:47,587 : INFO : EPOCH 4 - PROGRESS: at 72.28% examples, 175683 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:48,589 : INFO : EPOCH 4 - PROGRESS: at 72.37% examples, 175689 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:49,629 : INFO : EPOCH 4 - PROGRESS: at 72.46% examples, 175679 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:50,667 : INFO : EPOCH 4 - PROGRESS: at 72.55% examples, 175676 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:51,742 : INFO : EPOCH 4 - PROGRESS: at 72.64% examples, 175678 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:32:52,796 : INFO : EPOCH 4 - PROGRESS: at 72.73% examples, 175682 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:53,817 : INFO : EPOCH 4 - PROGRESS: at 72.82% examples, 175693 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:54,892 : INFO : EPOCH 4 - PROGRESS: at 72.92% examples, 175684 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:55,924 : INFO : EPOCH 4 - PROGRESS: at 73.02% examples, 175687 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:56,943 : INFO : EPOCH 4 - PROGRESS: at 73.11% examples, 175688 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:57,948 : INFO : EPOCH 4 - PROGRESS: at 73.21% examples, 175682 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:32:58,960 : INFO : EPOCH 4 - PROGRESS: at 73.31% examples, 175687 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:00,035 : INFO : EPOCH 4 - PROGRESS: at 73.40% examples, 175685 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:01,125 : INFO : EPOCH 4 - PROGRESS: at 73.49% examples, 175677 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:33:02,148 : INFO : EPOCH 4 - PROGRESS: at 73.59% examples, 175691 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:03,173 : INFO : EPOCH 4 - PROGRESS: at 73.70% examples, 175692 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:04,192 : INFO : EPOCH 4 - PROGRESS: at 73.79% examples, 175690 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:05,194 : INFO : EPOCH 4 - PROGRESS: at 73.88% examples, 175697 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:06,293 : INFO : EPOCH 4 - PROGRESS: at 73.98% examples, 175689 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:07,293 : INFO : EPOCH 4 - PROGRESS: at 74.08% examples, 175693 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:08,304 : INFO : EPOCH 4 - PROGRESS: at 74.20% examples, 175682 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:09,314 : INFO : EPOCH 4 - PROGRESS: at 74.29% examples, 175685 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:10,337 : INFO : EPOCH 4 - PROGRESS: at 74.39% examples, 175698 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:11,404 : INFO : EPOCH 4 - PROGRESS: at 74.49% examples, 175698 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:12,414 : INFO : EPOCH 4 - PROGRESS: at 74.59% examples, 175705 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:13,442 : INFO : EPOCH 4 - PROGRESS: at 74.68% examples, 175702 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:14,466 : INFO : EPOCH 4 - PROGRESS: at 74.77% examples, 175706 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:33:15,472 : INFO : EPOCH 4 - PROGRESS: at 74.86% examples, 175709 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:16,534 : INFO : EPOCH 4 - PROGRESS: at 74.96% examples, 175703 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:33:17,557 : INFO : EPOCH 4 - PROGRESS: at 75.07% examples, 175710 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:18,569 : INFO : EPOCH 4 - PROGRESS: at 75.17% examples, 175711 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:19,633 : INFO : EPOCH 4 - PROGRESS: at 75.28% examples, 175708 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:20,677 : INFO : EPOCH 4 - PROGRESS: at 75.37% examples, 175710 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:21,687 : INFO : EPOCH 4 - PROGRESS: at 75.47% examples, 175709 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:22,735 : INFO : EPOCH 4 - PROGRESS: at 75.57% examples, 175709 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:23,751 : INFO : EPOCH 4 - PROGRESS: at 75.68% examples, 175721 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:33:24,783 : INFO : EPOCH 4 - PROGRESS: at 75.79% examples, 175721 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:25,797 : INFO : EPOCH 4 - PROGRESS: at 75.89% examples, 175723 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:26,831 : INFO : EPOCH 4 - PROGRESS: at 75.98% examples, 175717 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:27,853 : INFO : EPOCH 4 - PROGRESS: at 76.08% examples, 175720 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:28,895 : INFO : EPOCH 4 - PROGRESS: at 76.17% examples, 175712 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:29,972 : INFO : EPOCH 4 - PROGRESS: at 76.27% examples, 175717 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:33:31,026 : INFO : EPOCH 4 - PROGRESS: at 76.36% examples, 175711 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:32,061 : INFO : EPOCH 4 - PROGRESS: at 76.45% examples, 175717 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:33:33,129 : INFO : EPOCH 4 - PROGRESS: at 76.55% examples, 175716 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:34,148 : INFO : EPOCH 4 - PROGRESS: at 76.65% examples, 175719 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:35,190 : INFO : EPOCH 4 - PROGRESS: at 76.75% examples, 175713 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:36,214 : INFO : EPOCH 4 - PROGRESS: at 76.86% examples, 175724 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:37,226 : INFO : EPOCH 4 - PROGRESS: at 76.93% examples, 175725 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:38,245 : INFO : EPOCH 4 - PROGRESS: at 77.03% examples, 175718 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:33:39,275 : INFO : EPOCH 4 - PROGRESS: at 77.12% examples, 175722 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:33:40,317 : INFO : EPOCH 4 - PROGRESS: at 77.23% examples, 175721 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:41,411 : INFO : EPOCH 4 - PROGRESS: at 77.33% examples, 175723 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:42,419 : INFO : EPOCH 4 - PROGRESS: at 77.44% examples, 175732 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:43,431 : INFO : EPOCH 4 - PROGRESS: at 77.53% examples, 175730 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:44,447 : INFO : EPOCH 4 - PROGRESS: at 77.61% examples, 175743 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:45,454 : INFO : EPOCH 4 - PROGRESS: at 77.71% examples, 175737 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:33:46,553 : INFO : EPOCH 4 - PROGRESS: at 77.80% examples, 175732 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:47,631 : INFO : EPOCH 4 - PROGRESS: at 77.91% examples, 175736 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:33:48,653 : INFO : EPOCH 4 - PROGRESS: at 78.02% examples, 175742 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:49,660 : INFO : EPOCH 4 - PROGRESS: at 78.11% examples, 175739 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:50,677 : INFO : EPOCH 4 - PROGRESS: at 78.20% examples, 175750 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:51,706 : INFO : EPOCH 4 - PROGRESS: at 78.31% examples, 175756 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:52,769 : INFO : EPOCH 4 - PROGRESS: at 78.41% examples, 175750 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:53,808 : INFO : EPOCH 4 - PROGRESS: at 78.49% examples, 175750 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:54,824 : INFO : EPOCH 4 - PROGRESS: at 78.57% examples, 175753 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:55,886 : INFO : EPOCH 4 - PROGRESS: at 78.68% examples, 175754 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:33:56,939 : INFO : EPOCH 4 - PROGRESS: at 78.78% examples, 175756 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:57,956 : INFO : EPOCH 4 - PROGRESS: at 78.86% examples, 175755 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:58,969 : INFO : EPOCH 4 - PROGRESS: at 78.94% examples, 175745 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:33:59,996 : INFO : EPOCH 4 - PROGRESS: at 79.04% examples, 175752 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:01,017 : INFO : EPOCH 4 - PROGRESS: at 79.14% examples, 175749 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:02,056 : INFO : EPOCH 4 - PROGRESS: at 79.24% examples, 175759 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:03,068 : INFO : EPOCH 4 - PROGRESS: at 79.33% examples, 175756 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:04,121 : INFO : EPOCH 4 - PROGRESS: at 79.45% examples, 175762 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:34:05,204 : INFO : EPOCH 4 - PROGRESS: at 79.55% examples, 175750 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:06,210 : INFO : EPOCH 4 - PROGRESS: at 79.64% examples, 175756 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:07,251 : INFO : EPOCH 4 - PROGRESS: at 79.73% examples, 175759 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:08,277 : INFO : EPOCH 4 - PROGRESS: at 79.83% examples, 175752 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:09,318 : INFO : EPOCH 4 - PROGRESS: at 79.94% examples, 175751 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:10,326 : INFO : EPOCH 4 - PROGRESS: at 80.04% examples, 175761 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:11,357 : INFO : EPOCH 4 - PROGRESS: at 80.14% examples, 175750 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:12,370 : INFO : EPOCH 4 - PROGRESS: at 80.24% examples, 175758 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:13,387 : INFO : EPOCH 4 - PROGRESS: at 80.32% examples, 175749 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:14,471 : INFO : EPOCH 4 - PROGRESS: at 80.41% examples, 175743 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:15,482 : INFO : EPOCH 4 - PROGRESS: at 80.51% examples, 175747 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:16,522 : INFO : EPOCH 4 - PROGRESS: at 80.61% examples, 175748 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:17,625 : INFO : EPOCH 4 - PROGRESS: at 80.71% examples, 175743 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:34:18,639 : INFO : EPOCH 4 - PROGRESS: at 80.82% examples, 175758 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:19,684 : INFO : EPOCH 4 - PROGRESS: at 80.92% examples, 175747 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:20,722 : INFO : EPOCH 4 - PROGRESS: at 81.03% examples, 175760 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:21,749 : INFO : EPOCH 4 - PROGRESS: at 81.15% examples, 175759 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:22,752 : INFO : EPOCH 4 - PROGRESS: at 81.24% examples, 175762 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:34:23,831 : INFO : EPOCH 4 - PROGRESS: at 81.33% examples, 175757 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:24,866 : INFO : EPOCH 4 - PROGRESS: at 81.42% examples, 175755 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:25,875 : INFO : EPOCH 4 - PROGRESS: at 81.51% examples, 175754 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:26,897 : INFO : EPOCH 4 - PROGRESS: at 81.61% examples, 175753 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:27,990 : INFO : EPOCH 4 - PROGRESS: at 81.71% examples, 175745 words/s, in_qsize 5, out_qsize 2
2020-07-16 19:34:28,996 : INFO : EPOCH 4 - PROGRESS: at 81.80% examples, 175753 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:30,056 : INFO : EPOCH 4 - PROGRESS: at 81.90% examples, 175748 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:31,099 : INFO : EPOCH 4 - PROGRESS: at 82.00% examples, 175752 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:32,115 : INFO : EPOCH 4 - PROGRESS: at 82.09% examples, 175759 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:33,154 : INFO : EPOCH 4 - PROGRESS: at 82.17% examples, 175753 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:34,192 : INFO : EPOCH 4 - PROGRESS: at 82.28% examples, 175753 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:35,199 : INFO : EPOCH 4 - PROGRESS: at 82.38% examples, 175761 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:36,274 : INFO : EPOCH 4 - PROGRESS: at 82.48% examples, 175750 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:34:37,326 : INFO : EPOCH 4 - PROGRESS: at 82.58% examples, 175750 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:34:38,356 : INFO : EPOCH 4 - PROGRESS: at 82.69% examples, 175759 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:39,420 : INFO : EPOCH 4 - PROGRESS: at 82.78% examples, 175757 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:34:40,430 : INFO : EPOCH 4 - PROGRESS: at 82.88% examples, 175762 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:41,440 : INFO : EPOCH 4 - PROGRESS: at 82.98% examples, 175748 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:42,506 : INFO : EPOCH 4 - PROGRESS: at 83.08% examples, 175759 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:34:43,542 : INFO : EPOCH 4 - PROGRESS: at 83.18% examples, 175759 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:44,579 : INFO : EPOCH 4 - PROGRESS: at 83.28% examples, 175762 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:45,611 : INFO : EPOCH 4 - PROGRESS: at 83.39% examples, 175766 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:34:46,615 : INFO : EPOCH 4 - PROGRESS: at 83.47% examples, 175772 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:47,633 : INFO : EPOCH 4 - PROGRESS: at 83.56% examples, 175769 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:48,677 : INFO : EPOCH 4 - PROGRESS: at 83.64% examples, 175761 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:49,680 : INFO : EPOCH 4 - PROGRESS: at 83.73% examples, 175763 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:50,749 : INFO : EPOCH 4 - PROGRESS: at 83.85% examples, 175763 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:51,756 : INFO : EPOCH 4 - PROGRESS: at 83.95% examples, 175767 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:52,796 : INFO : EPOCH 4 - PROGRESS: at 84.05% examples, 175769 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:53,799 : INFO : EPOCH 4 - PROGRESS: at 84.14% examples, 175761 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:54,819 : INFO : EPOCH 4 - PROGRESS: at 84.24% examples, 175767 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:55,849 : INFO : EPOCH 4 - PROGRESS: at 84.33% examples, 175762 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:56,914 : INFO : EPOCH 4 - PROGRESS: at 84.43% examples, 175764 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:57,972 : INFO : EPOCH 4 - PROGRESS: at 84.52% examples, 175761 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:34:58,989 : INFO : EPOCH 4 - PROGRESS: at 84.61% examples, 175770 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:35:00,000 : INFO : EPOCH 4 - PROGRESS: at 84.71% examples, 175772 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:01,014 : INFO : EPOCH 4 - PROGRESS: at 84.81% examples, 175771 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:02,025 : INFO : EPOCH 4 - PROGRESS: at 84.91% examples, 175767 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:35:03,153 : INFO : EPOCH 4 - PROGRESS: at 85.01% examples, 175760 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:04,185 : INFO : EPOCH 4 - PROGRESS: at 85.10% examples, 175765 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:05,206 : INFO : EPOCH 4 - PROGRESS: at 85.20% examples, 175773 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:06,206 : INFO : EPOCH 4 - PROGRESS: at 85.28% examples, 175772 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:07,262 : INFO : EPOCH 4 - PROGRESS: at 85.39% examples, 175772 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:08,310 : INFO : EPOCH 4 - PROGRESS: at 85.48% examples, 175763 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:09,350 : INFO : EPOCH 4 - PROGRESS: at 85.58% examples, 175763 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:10,402 : INFO : EPOCH 4 - PROGRESS: at 85.70% examples, 175768 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:11,408 : INFO : EPOCH 4 - PROGRESS: at 85.79% examples, 175770 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:12,432 : INFO : EPOCH 4 - PROGRESS: at 85.90% examples, 175764 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:13,480 : INFO : EPOCH 4 - PROGRESS: at 85.98% examples, 175762 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:14,514 : INFO : EPOCH 4 - PROGRESS: at 86.08% examples, 175754 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:15,518 : INFO : EPOCH 4 - PROGRESS: at 86.18% examples, 175750 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:16,531 : INFO : EPOCH 4 - PROGRESS: at 86.27% examples, 175753 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:17,605 : INFO : EPOCH 4 - PROGRESS: at 86.36% examples, 175726 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:18,648 : INFO : EPOCH 4 - PROGRESS: at 86.44% examples, 175694 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:19,652 : INFO : EPOCH 4 - PROGRESS: at 86.52% examples, 175674 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:20,670 : INFO : EPOCH 4 - PROGRESS: at 86.62% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:21,727 : INFO : EPOCH 4 - PROGRESS: at 86.71% examples, 175673 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:22,728 : INFO : EPOCH 4 - PROGRESS: at 86.80% examples, 175666 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:23,769 : INFO : EPOCH 4 - PROGRESS: at 86.90% examples, 175669 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:35:24,835 : INFO : EPOCH 4 - PROGRESS: at 87.00% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:25,873 : INFO : EPOCH 4 - PROGRESS: at 87.09% examples, 175675 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:26,896 : INFO : EPOCH 4 - PROGRESS: at 87.19% examples, 175673 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:27,911 : INFO : EPOCH 4 - PROGRESS: at 87.29% examples, 175673 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:28,914 : INFO : EPOCH 4 - PROGRESS: at 87.40% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:29,936 : INFO : EPOCH 4 - PROGRESS: at 87.49% examples, 175666 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:30,956 : INFO : EPOCH 4 - PROGRESS: at 87.58% examples, 175667 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:31,985 : INFO : EPOCH 4 - PROGRESS: at 87.69% examples, 175668 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:32,989 : INFO : EPOCH 4 - PROGRESS: at 87.79% examples, 175669 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:34,029 : INFO : EPOCH 4 - PROGRESS: at 87.89% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:35,030 : INFO : EPOCH 4 - PROGRESS: at 87.98% examples, 175667 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:36,060 : INFO : EPOCH 4 - PROGRESS: at 88.08% examples, 175668 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:37,074 : INFO : EPOCH 4 - PROGRESS: at 88.18% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:38,161 : INFO : EPOCH 4 - PROGRESS: at 88.27% examples, 175661 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:39,164 : INFO : EPOCH 4 - PROGRESS: at 88.38% examples, 175680 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:40,195 : INFO : EPOCH 4 - PROGRESS: at 88.48% examples, 175674 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:41,215 : INFO : EPOCH 4 - PROGRESS: at 88.58% examples, 175679 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:42,280 : INFO : EPOCH 4 - PROGRESS: at 88.68% examples, 175675 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:43,320 : INFO : EPOCH 4 - PROGRESS: at 88.78% examples, 175681 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:44,349 : INFO : EPOCH 4 - PROGRESS: at 88.89% examples, 175680 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:45,429 : INFO : EPOCH 4 - PROGRESS: at 88.98% examples, 175669 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:46,449 : INFO : EPOCH 4 - PROGRESS: at 89.07% examples, 175671 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:47,450 : INFO : EPOCH 4 - PROGRESS: at 89.16% examples, 175679 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:48,481 : INFO : EPOCH 4 - PROGRESS: at 89.25% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:49,596 : INFO : EPOCH 4 - PROGRESS: at 89.34% examples, 175663 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:50,598 : INFO : EPOCH 4 - PROGRESS: at 89.44% examples, 175678 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:51,623 : INFO : EPOCH 4 - PROGRESS: at 89.54% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:52,656 : INFO : EPOCH 4 - PROGRESS: at 89.64% examples, 175671 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:53,662 : INFO : EPOCH 4 - PROGRESS: at 89.73% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:54,736 : INFO : EPOCH 4 - PROGRESS: at 89.83% examples, 175668 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:55,752 : INFO : EPOCH 4 - PROGRESS: at 89.93% examples, 175665 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:56,825 : INFO : EPOCH 4 - PROGRESS: at 90.05% examples, 175668 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:57,876 : INFO : EPOCH 4 - PROGRESS: at 90.15% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:58,889 : INFO : EPOCH 4 - PROGRESS: at 90.25% examples, 175677 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:35:59,936 : INFO : EPOCH 4 - PROGRESS: at 90.33% examples, 175677 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:00,951 : INFO : EPOCH 4 - PROGRESS: at 90.41% examples, 175681 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:01,956 : INFO : EPOCH 4 - PROGRESS: at 90.49% examples, 175687 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:02,983 : INFO : EPOCH 4 - PROGRESS: at 90.59% examples, 175678 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:04,072 : INFO : EPOCH 4 - PROGRESS: at 90.70% examples, 175676 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:05,116 : INFO : EPOCH 4 - PROGRESS: at 90.81% examples, 175680 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:06,151 : INFO : EPOCH 4 - PROGRESS: at 90.90% examples, 175683 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:07,158 : INFO : EPOCH 4 - PROGRESS: at 91.00% examples, 175694 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:08,208 : INFO : EPOCH 4 - PROGRESS: at 91.08% examples, 175681 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:09,210 : INFO : EPOCH 4 - PROGRESS: at 91.18% examples, 175683 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:10,290 : INFO : EPOCH 4 - PROGRESS: at 91.29% examples, 175690 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:11,318 : INFO : EPOCH 4 - PROGRESS: at 91.39% examples, 175692 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:12,330 : INFO : EPOCH 4 - PROGRESS: at 91.49% examples, 175701 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:13,334 : INFO : EPOCH 4 - PROGRESS: at 91.57% examples, 175701 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:14,343 : INFO : EPOCH 4 - PROGRESS: at 91.67% examples, 175694 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:15,370 : INFO : EPOCH 4 - PROGRESS: at 91.75% examples, 175696 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:16,380 : INFO : EPOCH 4 - PROGRESS: at 91.84% examples, 175696 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:17,452 : INFO : EPOCH 4 - PROGRESS: at 91.94% examples, 175691 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:36:18,459 : INFO : EPOCH 4 - PROGRESS: at 92.03% examples, 175698 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:19,468 : INFO : EPOCH 4 - PROGRESS: at 92.11% examples, 175698 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:20,483 : INFO : EPOCH 4 - PROGRESS: at 92.23% examples, 175696 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:21,496 : INFO : EPOCH 4 - PROGRESS: at 92.33% examples, 175697 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:22,502 : INFO : EPOCH 4 - PROGRESS: at 92.43% examples, 175697 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:23,513 : INFO : EPOCH 4 - PROGRESS: at 92.53% examples, 175706 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:24,531 : INFO : EPOCH 4 - PROGRESS: at 92.61% examples, 175697 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:25,613 : INFO : EPOCH 4 - PROGRESS: at 92.70% examples, 175682 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:26,622 : INFO : EPOCH 4 - PROGRESS: at 92.80% examples, 175698 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:27,629 : INFO : EPOCH 4 - PROGRESS: at 92.88% examples, 175697 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:28,688 : INFO : EPOCH 4 - PROGRESS: at 92.97% examples, 175694 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:29,724 : INFO : EPOCH 4 - PROGRESS: at 93.05% examples, 175696 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:30,746 : INFO : EPOCH 4 - PROGRESS: at 93.13% examples, 175688 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:36:31,759 : INFO : EPOCH 4 - PROGRESS: at 93.22% examples, 175706 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:32,821 : INFO : EPOCH 4 - PROGRESS: at 93.31% examples, 175699 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:33,829 : INFO : EPOCH 4 - PROGRESS: at 93.41% examples, 175696 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:34,895 : INFO : EPOCH 4 - PROGRESS: at 93.51% examples, 175693 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:35,901 : INFO : EPOCH 4 - PROGRESS: at 93.61% examples, 175706 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:36,964 : INFO : EPOCH 4 - PROGRESS: at 93.71% examples, 175696 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:37,971 : INFO : EPOCH 4 - PROGRESS: at 93.81% examples, 175702 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:38,973 : INFO : EPOCH 4 - PROGRESS: at 93.90% examples, 175705 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:39,979 : INFO : EPOCH 4 - PROGRESS: at 93.99% examples, 175700 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:41,086 : INFO : EPOCH 4 - PROGRESS: at 94.09% examples, 175700 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:42,092 : INFO : EPOCH 4 - PROGRESS: at 94.19% examples, 175706 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:43,097 : INFO : EPOCH 4 - PROGRESS: at 94.28% examples, 175702 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:44,130 : INFO : EPOCH 4 - PROGRESS: at 94.38% examples, 175709 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:45,130 : INFO : EPOCH 4 - PROGRESS: at 94.47% examples, 175710 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:46,204 : INFO : EPOCH 4 - PROGRESS: at 94.58% examples, 175703 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:47,205 : INFO : EPOCH 4 - PROGRESS: at 94.67% examples, 175710 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:48,257 : INFO : EPOCH 4 - PROGRESS: at 94.77% examples, 175704 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:49,265 : INFO : EPOCH 4 - PROGRESS: at 94.88% examples, 175705 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:50,282 : INFO : EPOCH 4 - PROGRESS: at 94.97% examples, 175699 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:51,328 : INFO : EPOCH 4 - PROGRESS: at 95.05% examples, 175703 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:52,348 : INFO : EPOCH 4 - PROGRESS: at 95.15% examples, 175710 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:53,350 : INFO : EPOCH 4 - PROGRESS: at 95.25% examples, 175712 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:54,365 : INFO : EPOCH 4 - PROGRESS: at 95.33% examples, 175717 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:55,397 : INFO : EPOCH 4 - PROGRESS: at 95.42% examples, 175719 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:56,424 : INFO : EPOCH 4 - PROGRESS: at 95.51% examples, 175709 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:57,431 : INFO : EPOCH 4 - PROGRESS: at 95.61% examples, 175715 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:58,435 : INFO : EPOCH 4 - PROGRESS: at 95.70% examples, 175708 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:36:59,443 : INFO : EPOCH 4 - PROGRESS: at 95.78% examples, 175714 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:00,458 : INFO : EPOCH 4 - PROGRESS: at 95.88% examples, 175715 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:01,469 : INFO : EPOCH 4 - PROGRESS: at 95.98% examples, 175723 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:02,534 : INFO : EPOCH 4 - PROGRESS: at 96.08% examples, 175720 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:03,587 : INFO : EPOCH 4 - PROGRESS: at 96.19% examples, 175721 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:04,660 : INFO : EPOCH 4 - PROGRESS: at 96.28% examples, 175729 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:05,688 : INFO : EPOCH 4 - PROGRESS: at 96.38% examples, 175724 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:06,690 : INFO : EPOCH 4 - PROGRESS: at 96.46% examples, 175721 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:07,745 : INFO : EPOCH 4 - PROGRESS: at 96.56% examples, 175725 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:08,756 : INFO : EPOCH 4 - PROGRESS: at 96.66% examples, 175726 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:37:09,760 : INFO : EPOCH 4 - PROGRESS: at 96.74% examples, 175719 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:10,779 : INFO : EPOCH 4 - PROGRESS: at 96.84% examples, 175726 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:11,785 : INFO : EPOCH 4 - PROGRESS: at 96.93% examples, 175727 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:12,802 : INFO : EPOCH 4 - PROGRESS: at 97.02% examples, 175722 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:13,812 : INFO : EPOCH 4 - PROGRESS: at 97.11% examples, 175725 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:14,837 : INFO : EPOCH 4 - PROGRESS: at 97.21% examples, 175725 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:37:15,848 : INFO : EPOCH 4 - PROGRESS: at 97.30% examples, 175727 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:16,870 : INFO : EPOCH 4 - PROGRESS: at 97.40% examples, 175727 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:37:17,895 : INFO : EPOCH 4 - PROGRESS: at 97.50% examples, 175718 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:18,970 : INFO : EPOCH 4 - PROGRESS: at 97.61% examples, 175719 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:19,981 : INFO : EPOCH 4 - PROGRESS: at 97.73% examples, 175734 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:21,023 : INFO : EPOCH 4 - PROGRESS: at 97.84% examples, 175729 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:22,046 : INFO : EPOCH 4 - PROGRESS: at 97.94% examples, 175729 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:23,069 : INFO : EPOCH 4 - PROGRESS: at 98.03% examples, 175728 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:24,113 : INFO : EPOCH 4 - PROGRESS: at 98.15% examples, 175727 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:37:25,121 : INFO : EPOCH 4 - PROGRESS: at 98.24% examples, 175745 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:26,170 : INFO : EPOCH 4 - PROGRESS: at 98.33% examples, 175736 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:27,213 : INFO : EPOCH 4 - PROGRESS: at 98.43% examples, 175739 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:28,217 : INFO : EPOCH 4 - PROGRESS: at 98.53% examples, 175746 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:29,235 : INFO : EPOCH 4 - PROGRESS: at 98.63% examples, 175750 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:30,259 : INFO : EPOCH 4 - PROGRESS: at 98.71% examples, 175734 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:31,272 : INFO : EPOCH 4 - PROGRESS: at 98.80% examples, 175745 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:32,280 : INFO : EPOCH 4 - PROGRESS: at 98.89% examples, 175745 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:33,315 : INFO : EPOCH 4 - PROGRESS: at 98.99% examples, 175741 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:34,327 : INFO : EPOCH 4 - PROGRESS: at 99.10% examples, 175744 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:37:35,334 : INFO : EPOCH 4 - PROGRESS: at 99.19% examples, 175743 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:36,362 : INFO : EPOCH 4 - PROGRESS: at 99.28% examples, 175744 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:37:37,396 : INFO : EPOCH 4 - PROGRESS: at 99.39% examples, 175742 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:38,417 : INFO : EPOCH 4 - PROGRESS: at 99.48% examples, 175746 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:39,429 : INFO : EPOCH 4 - PROGRESS: at 99.56% examples, 175749 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:40,465 : INFO : EPOCH 4 - PROGRESS: at 99.67% examples, 175752 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:41,473 : INFO : EPOCH 4 - PROGRESS: at 99.76% examples, 175753 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:42,553 : INFO : EPOCH 4 - PROGRESS: at 99.85% examples, 175740 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:43,564 : INFO : EPOCH 4 - PROGRESS: at 99.95% examples, 175750 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:44,183 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 19:37:44,242 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 19:37:44,254 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 19:37:44,285 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 19:37:44,286 : INFO : EPOCH - 4 : training on 247361374 raw words (187345033 effective words) took 1065.9s, 175755 effective words/s
2020-07-16 19:37:45,292 : INFO : EPOCH 5 - PROGRESS: at 0.09% examples, 157511 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:46,321 : INFO : EPOCH 5 - PROGRESS: at 0.18% examples, 167651 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:47,325 : INFO : EPOCH 5 - PROGRESS: at 0.28% examples, 169363 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:37:48,370 : INFO : EPOCH 5 - PROGRESS: at 0.38% examples, 172763 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:49,401 : INFO : EPOCH 5 - PROGRESS: at 0.47% examples, 172950 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:50,472 : INFO : EPOCH 5 - PROGRESS: at 0.59% examples, 173880 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:37:51,487 : INFO : EPOCH 5 - PROGRESS: at 0.69% examples, 174198 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:52,490 : INFO : EPOCH 5 - PROGRESS: at 0.80% examples, 175394 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:53,506 : INFO : EPOCH 5 - PROGRESS: at 0.89% examples, 174273 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:37:54,519 : INFO : EPOCH 5 - PROGRESS: at 1.00% examples, 175311 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:55,586 : INFO : EPOCH 5 - PROGRESS: at 1.08% examples, 175024 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:56,627 : INFO : EPOCH 5 - PROGRESS: at 1.18% examples, 174571 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:57,649 : INFO : EPOCH 5 - PROGRESS: at 1.28% examples, 175572 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:37:58,697 : INFO : EPOCH 5 - PROGRESS: at 1.38% examples, 175290 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:37:59,714 : INFO : EPOCH 5 - PROGRESS: at 1.48% examples, 175201 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:00,734 : INFO : EPOCH 5 - PROGRESS: at 1.58% examples, 175768 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:01,740 : INFO : EPOCH 5 - PROGRESS: at 1.66% examples, 175733 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:02,745 : INFO : EPOCH 5 - PROGRESS: at 1.75% examples, 175706 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:03,758 : INFO : EPOCH 5 - PROGRESS: at 1.85% examples, 175882 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:04,787 : INFO : EPOCH 5 - PROGRESS: at 1.95% examples, 176036 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:05,791 : INFO : EPOCH 5 - PROGRESS: at 2.05% examples, 175879 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:06,809 : INFO : EPOCH 5 - PROGRESS: at 2.15% examples, 175882 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:07,899 : INFO : EPOCH 5 - PROGRESS: at 2.26% examples, 175732 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:08,904 : INFO : EPOCH 5 - PROGRESS: at 2.35% examples, 176223 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:09,917 : INFO : EPOCH 5 - PROGRESS: at 2.44% examples, 176197 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:10,959 : INFO : EPOCH 5 - PROGRESS: at 2.55% examples, 176109 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:11,986 : INFO : EPOCH 5 - PROGRESS: at 2.63% examples, 176101 words/s, in_qsize 8, out_qsize 2
2020-07-16 19:38:13,030 : INFO : EPOCH 5 - PROGRESS: at 2.72% examples, 176426 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:14,060 : INFO : EPOCH 5 - PROGRESS: at 2.80% examples, 176605 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:15,074 : INFO : EPOCH 5 - PROGRESS: at 2.89% examples, 176426 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:16,110 : INFO : EPOCH 5 - PROGRESS: at 2.97% examples, 176429 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:17,114 : INFO : EPOCH 5 - PROGRESS: at 3.06% examples, 176364 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:18,127 : INFO : EPOCH 5 - PROGRESS: at 3.17% examples, 176254 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:19,178 : INFO : EPOCH 5 - PROGRESS: at 3.26% examples, 176296 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:20,239 : INFO : EPOCH 5 - PROGRESS: at 3.38% examples, 176292 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:21,317 : INFO : EPOCH 5 - PROGRESS: at 3.48% examples, 176263 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:22,345 : INFO : EPOCH 5 - PROGRESS: at 3.57% examples, 176475 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:38:23,394 : INFO : EPOCH 5 - PROGRESS: at 3.68% examples, 176373 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:24,403 : INFO : EPOCH 5 - PROGRESS: at 3.78% examples, 176421 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:25,434 : INFO : EPOCH 5 - PROGRESS: at 3.87% examples, 176248 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:38:26,442 : INFO : EPOCH 5 - PROGRESS: at 3.97% examples, 176460 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:27,471 : INFO : EPOCH 5 - PROGRESS: at 4.08% examples, 176480 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:28,553 : INFO : EPOCH 5 - PROGRESS: at 4.19% examples, 176420 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:29,562 : INFO : EPOCH 5 - PROGRESS: at 4.27% examples, 176574 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:30,610 : INFO : EPOCH 5 - PROGRESS: at 4.37% examples, 176441 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:31,631 : INFO : EPOCH 5 - PROGRESS: at 4.47% examples, 176598 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:32,670 : INFO : EPOCH 5 - PROGRESS: at 4.57% examples, 176565 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:33,691 : INFO : EPOCH 5 - PROGRESS: at 4.66% examples, 176534 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:34,710 : INFO : EPOCH 5 - PROGRESS: at 4.76% examples, 176383 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:35,791 : INFO : EPOCH 5 - PROGRESS: at 4.87% examples, 176447 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:36,863 : INFO : EPOCH 5 - PROGRESS: at 4.97% examples, 176347 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:37,887 : INFO : EPOCH 5 - PROGRESS: at 5.08% examples, 176434 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:38,895 : INFO : EPOCH 5 - PROGRESS: at 5.18% examples, 176522 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:39,901 : INFO : EPOCH 5 - PROGRESS: at 5.28% examples, 176504 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:40,945 : INFO : EPOCH 5 - PROGRESS: at 5.38% examples, 176561 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:41,959 : INFO : EPOCH 5 - PROGRESS: at 5.48% examples, 176596 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:42,989 : INFO : EPOCH 5 - PROGRESS: at 5.57% examples, 176484 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:38:44,036 : INFO : EPOCH 5 - PROGRESS: at 5.67% examples, 176520 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:45,070 : INFO : EPOCH 5 - PROGRESS: at 5.76% examples, 176531 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:46,122 : INFO : EPOCH 5 - PROGRESS: at 5.85% examples, 176496 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:47,128 : INFO : EPOCH 5 - PROGRESS: at 5.96% examples, 176619 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:48,155 : INFO : EPOCH 5 - PROGRESS: at 6.06% examples, 176535 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:49,185 : INFO : EPOCH 5 - PROGRESS: at 6.15% examples, 176618 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:50,190 : INFO : EPOCH 5 - PROGRESS: at 6.26% examples, 176444 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:51,199 : INFO : EPOCH 5 - PROGRESS: at 6.35% examples, 176519 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:38:52,287 : INFO : EPOCH 5 - PROGRESS: at 6.44% examples, 176479 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:53,295 : INFO : EPOCH 5 - PROGRESS: at 6.53% examples, 176605 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:54,312 : INFO : EPOCH 5 - PROGRESS: at 6.62% examples, 176520 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:55,385 : INFO : EPOCH 5 - PROGRESS: at 6.71% examples, 176466 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:56,419 : INFO : EPOCH 5 - PROGRESS: at 6.82% examples, 176492 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:57,469 : INFO : EPOCH 5 - PROGRESS: at 6.90% examples, 176405 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:58,504 : INFO : EPOCH 5 - PROGRESS: at 7.01% examples, 176477 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:38:59,506 : INFO : EPOCH 5 - PROGRESS: at 7.09% examples, 176522 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:00,511 : INFO : EPOCH 5 - PROGRESS: at 7.19% examples, 176530 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:01,544 : INFO : EPOCH 5 - PROGRESS: at 7.29% examples, 176473 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:39:02,583 : INFO : EPOCH 5 - PROGRESS: at 7.37% examples, 176395 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:03,603 : INFO : EPOCH 5 - PROGRESS: at 7.46% examples, 176429 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:04,637 : INFO : EPOCH 5 - PROGRESS: at 7.58% examples, 176513 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:05,686 : INFO : EPOCH 5 - PROGRESS: at 7.66% examples, 176400 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:06,709 : INFO : EPOCH 5 - PROGRESS: at 7.75% examples, 176378 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:39:07,768 : INFO : EPOCH 5 - PROGRESS: at 7.86% examples, 176380 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:08,791 : INFO : EPOCH 5 - PROGRESS: at 7.95% examples, 176343 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:09,801 : INFO : EPOCH 5 - PROGRESS: at 8.04% examples, 176438 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:10,861 : INFO : EPOCH 5 - PROGRESS: at 8.13% examples, 176374 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:11,898 : INFO : EPOCH 5 - PROGRESS: at 8.23% examples, 176386 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:12,978 : INFO : EPOCH 5 - PROGRESS: at 8.33% examples, 176233 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:13,991 : INFO : EPOCH 5 - PROGRESS: at 8.42% examples, 176357 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:15,037 : INFO : EPOCH 5 - PROGRESS: at 8.52% examples, 176358 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:16,046 : INFO : EPOCH 5 - PROGRESS: at 8.63% examples, 176394 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:17,099 : INFO : EPOCH 5 - PROGRESS: at 8.74% examples, 176315 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:18,199 : INFO : EPOCH 5 - PROGRESS: at 8.85% examples, 176269 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:19,206 : INFO : EPOCH 5 - PROGRESS: at 8.95% examples, 176337 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:20,278 : INFO : EPOCH 5 - PROGRESS: at 9.03% examples, 176245 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:21,284 : INFO : EPOCH 5 - PROGRESS: at 9.12% examples, 176326 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:22,323 : INFO : EPOCH 5 - PROGRESS: at 9.22% examples, 176267 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:23,398 : INFO : EPOCH 5 - PROGRESS: at 9.31% examples, 176266 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:24,399 : INFO : EPOCH 5 - PROGRESS: at 9.42% examples, 176359 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:25,431 : INFO : EPOCH 5 - PROGRESS: at 9.51% examples, 176327 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:26,456 : INFO : EPOCH 5 - PROGRESS: at 9.62% examples, 176407 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:27,485 : INFO : EPOCH 5 - PROGRESS: at 9.70% examples, 176311 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:28,496 : INFO : EPOCH 5 - PROGRESS: at 9.80% examples, 176309 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:29,506 : INFO : EPOCH 5 - PROGRESS: at 9.90% examples, 176405 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:39:30,560 : INFO : EPOCH 5 - PROGRESS: at 9.99% examples, 176279 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:31,592 : INFO : EPOCH 5 - PROGRESS: at 10.07% examples, 176247 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:32,660 : INFO : EPOCH 5 - PROGRESS: at 10.18% examples, 176281 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:33,681 : INFO : EPOCH 5 - PROGRESS: at 10.25% examples, 176323 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:39:34,681 : INFO : EPOCH 5 - PROGRESS: at 10.33% examples, 176362 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:35,698 : INFO : EPOCH 5 - PROGRESS: at 10.43% examples, 176341 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:39:36,747 : INFO : EPOCH 5 - PROGRESS: at 10.55% examples, 176337 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:37,752 : INFO : EPOCH 5 - PROGRESS: at 10.66% examples, 176247 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:38,764 : INFO : EPOCH 5 - PROGRESS: at 10.76% examples, 176260 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:39,794 : INFO : EPOCH 5 - PROGRESS: at 10.85% examples, 176214 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:40,828 : INFO : EPOCH 5 - PROGRESS: at 10.93% examples, 176182 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:41,832 : INFO : EPOCH 5 - PROGRESS: at 11.03% examples, 176143 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:42,862 : INFO : EPOCH 5 - PROGRESS: at 11.13% examples, 176087 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:43,866 : INFO : EPOCH 5 - PROGRESS: at 11.23% examples, 176145 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:44,889 : INFO : EPOCH 5 - PROGRESS: at 11.30% examples, 175933 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:45,894 : INFO : EPOCH 5 - PROGRESS: at 11.37% examples, 175610 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:46,899 : INFO : EPOCH 5 - PROGRESS: at 11.45% examples, 175548 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:39:47,961 : INFO : EPOCH 5 - PROGRESS: at 11.55% examples, 175463 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:39:48,971 : INFO : EPOCH 5 - PROGRESS: at 11.65% examples, 175457 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:39:49,995 : INFO : EPOCH 5 - PROGRESS: at 11.74% examples, 175501 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:51,042 : INFO : EPOCH 5 - PROGRESS: at 11.84% examples, 175477 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:52,077 : INFO : EPOCH 5 - PROGRESS: at 11.95% examples, 175528 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:53,088 : INFO : EPOCH 5 - PROGRESS: at 12.03% examples, 175520 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:39:54,096 : INFO : EPOCH 5 - PROGRESS: at 12.12% examples, 175506 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:55,120 : INFO : EPOCH 5 - PROGRESS: at 12.22% examples, 175574 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:56,157 : INFO : EPOCH 5 - PROGRESS: at 12.33% examples, 175525 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:57,160 : INFO : EPOCH 5 - PROGRESS: at 12.42% examples, 175577 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:58,177 : INFO : EPOCH 5 - PROGRESS: at 12.50% examples, 175516 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:39:59,181 : INFO : EPOCH 5 - PROGRESS: at 12.59% examples, 175487 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:00,259 : INFO : EPOCH 5 - PROGRESS: at 12.68% examples, 175496 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:01,276 : INFO : EPOCH 5 - PROGRESS: at 12.79% examples, 175534 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:02,374 : INFO : EPOCH 5 - PROGRESS: at 12.88% examples, 175538 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:03,436 : INFO : EPOCH 5 - PROGRESS: at 12.98% examples, 175512 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:04,544 : INFO : EPOCH 5 - PROGRESS: at 13.06% examples, 175513 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:05,629 : INFO : EPOCH 5 - PROGRESS: at 13.16% examples, 175493 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:06,657 : INFO : EPOCH 5 - PROGRESS: at 13.27% examples, 175576 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:07,658 : INFO : EPOCH 5 - PROGRESS: at 13.37% examples, 175580 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:08,701 : INFO : EPOCH 5 - PROGRESS: at 13.46% examples, 175557 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:09,752 : INFO : EPOCH 5 - PROGRESS: at 13.56% examples, 175525 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:10,801 : INFO : EPOCH 5 - PROGRESS: at 13.66% examples, 175563 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:11,911 : INFO : EPOCH 5 - PROGRESS: at 13.75% examples, 175563 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:12,941 : INFO : EPOCH 5 - PROGRESS: at 13.86% examples, 175564 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:13,946 : INFO : EPOCH 5 - PROGRESS: at 13.93% examples, 175540 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:14,957 : INFO : EPOCH 5 - PROGRESS: at 14.04% examples, 175595 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:15,960 : INFO : EPOCH 5 - PROGRESS: at 14.15% examples, 175590 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:17,031 : INFO : EPOCH 5 - PROGRESS: at 14.25% examples, 175552 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:40:18,070 : INFO : EPOCH 5 - PROGRESS: at 14.36% examples, 175592 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:19,096 : INFO : EPOCH 5 - PROGRESS: at 14.47% examples, 175565 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:20,225 : INFO : EPOCH 5 - PROGRESS: at 14.57% examples, 175500 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:40:21,263 : INFO : EPOCH 5 - PROGRESS: at 14.67% examples, 175576 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:40:22,272 : INFO : EPOCH 5 - PROGRESS: at 14.75% examples, 175554 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:23,309 : INFO : EPOCH 5 - PROGRESS: at 14.83% examples, 175530 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:24,342 : INFO : EPOCH 5 - PROGRESS: at 14.92% examples, 175504 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:25,362 : INFO : EPOCH 5 - PROGRESS: at 15.03% examples, 175543 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:40:26,372 : INFO : EPOCH 5 - PROGRESS: at 15.13% examples, 175577 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:27,429 : INFO : EPOCH 5 - PROGRESS: at 15.22% examples, 175488 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:28,445 : INFO : EPOCH 5 - PROGRESS: at 15.31% examples, 175547 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:29,461 : INFO : EPOCH 5 - PROGRESS: at 15.42% examples, 175530 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:40:30,487 : INFO : EPOCH 5 - PROGRESS: at 15.52% examples, 175534 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:31,495 : INFO : EPOCH 5 - PROGRESS: at 15.62% examples, 175535 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:32,541 : INFO : EPOCH 5 - PROGRESS: at 15.72% examples, 175527 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:33,557 : INFO : EPOCH 5 - PROGRESS: at 15.83% examples, 175571 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:40:34,600 : INFO : EPOCH 5 - PROGRESS: at 15.93% examples, 175546 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:35,602 : INFO : EPOCH 5 - PROGRESS: at 16.03% examples, 175531 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:36,665 : INFO : EPOCH 5 - PROGRESS: at 16.13% examples, 175533 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:37,707 : INFO : EPOCH 5 - PROGRESS: at 16.23% examples, 175545 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:40:38,767 : INFO : EPOCH 5 - PROGRESS: at 16.33% examples, 175540 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:39,816 : INFO : EPOCH 5 - PROGRESS: at 16.44% examples, 175544 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:40,841 : INFO : EPOCH 5 - PROGRESS: at 16.55% examples, 175547 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:41,888 : INFO : EPOCH 5 - PROGRESS: at 16.64% examples, 175544 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:42,890 : INFO : EPOCH 5 - PROGRESS: at 16.74% examples, 175516 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:43,908 : INFO : EPOCH 5 - PROGRESS: at 16.83% examples, 175515 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:44,931 : INFO : EPOCH 5 - PROGRESS: at 16.92% examples, 175509 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:45,981 : INFO : EPOCH 5 - PROGRESS: at 17.01% examples, 175560 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:47,001 : INFO : EPOCH 5 - PROGRESS: at 17.10% examples, 175527 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:48,021 : INFO : EPOCH 5 - PROGRESS: at 17.19% examples, 175575 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:49,057 : INFO : EPOCH 5 - PROGRESS: at 17.29% examples, 175591 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:50,132 : INFO : EPOCH 5 - PROGRESS: at 17.40% examples, 175592 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:40:51,144 : INFO : EPOCH 5 - PROGRESS: at 17.50% examples, 175638 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:52,147 : INFO : EPOCH 5 - PROGRESS: at 17.59% examples, 175642 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:53,173 : INFO : EPOCH 5 - PROGRESS: at 17.67% examples, 175612 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:40:54,199 : INFO : EPOCH 5 - PROGRESS: at 17.79% examples, 175653 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:55,218 : INFO : EPOCH 5 - PROGRESS: at 17.87% examples, 175668 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:56,222 : INFO : EPOCH 5 - PROGRESS: at 17.98% examples, 175663 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:57,272 : INFO : EPOCH 5 - PROGRESS: at 18.07% examples, 175650 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:58,274 : INFO : EPOCH 5 - PROGRESS: at 18.16% examples, 175660 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:40:59,285 : INFO : EPOCH 5 - PROGRESS: at 18.23% examples, 175676 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:00,317 : INFO : EPOCH 5 - PROGRESS: at 18.32% examples, 175673 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:01,337 : INFO : EPOCH 5 - PROGRESS: at 18.43% examples, 175646 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:02,382 : INFO : EPOCH 5 - PROGRESS: at 18.51% examples, 175681 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:03,425 : INFO : EPOCH 5 - PROGRESS: at 18.60% examples, 175652 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:04,469 : INFO : EPOCH 5 - PROGRESS: at 18.71% examples, 175676 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:05,501 : INFO : EPOCH 5 - PROGRESS: at 18.81% examples, 175671 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:41:06,556 : INFO : EPOCH 5 - PROGRESS: at 18.89% examples, 175684 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:07,562 : INFO : EPOCH 5 - PROGRESS: at 19.00% examples, 175689 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:08,594 : INFO : EPOCH 5 - PROGRESS: at 19.09% examples, 175648 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:09,608 : INFO : EPOCH 5 - PROGRESS: at 19.20% examples, 175707 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:41:10,648 : INFO : EPOCH 5 - PROGRESS: at 19.30% examples, 175681 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:11,704 : INFO : EPOCH 5 - PROGRESS: at 19.38% examples, 175678 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:41:12,713 : INFO : EPOCH 5 - PROGRESS: at 19.50% examples, 175713 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:41:13,723 : INFO : EPOCH 5 - PROGRESS: at 19.59% examples, 175733 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:14,760 : INFO : EPOCH 5 - PROGRESS: at 19.69% examples, 175727 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:15,820 : INFO : EPOCH 5 - PROGRESS: at 19.79% examples, 175735 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:16,906 : INFO : EPOCH 5 - PROGRESS: at 19.90% examples, 175695 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:17,944 : INFO : EPOCH 5 - PROGRESS: at 20.00% examples, 175687 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:19,045 : INFO : EPOCH 5 - PROGRESS: at 20.13% examples, 175687 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:20,080 : INFO : EPOCH 5 - PROGRESS: at 20.23% examples, 175695 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:21,212 : INFO : EPOCH 5 - PROGRESS: at 20.32% examples, 175670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:22,222 : INFO : EPOCH 5 - PROGRESS: at 20.42% examples, 175725 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:23,228 : INFO : EPOCH 5 - PROGRESS: at 20.53% examples, 175745 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:24,252 : INFO : EPOCH 5 - PROGRESS: at 20.63% examples, 175719 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:25,285 : INFO : EPOCH 5 - PROGRESS: at 20.73% examples, 175720 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:26,347 : INFO : EPOCH 5 - PROGRESS: at 20.83% examples, 175711 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:27,369 : INFO : EPOCH 5 - PROGRESS: at 20.93% examples, 175732 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:28,419 : INFO : EPOCH 5 - PROGRESS: at 21.03% examples, 175719 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:29,498 : INFO : EPOCH 5 - PROGRESS: at 21.13% examples, 175692 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:41:30,581 : INFO : EPOCH 5 - PROGRESS: at 21.23% examples, 175688 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:41:31,587 : INFO : EPOCH 5 - PROGRESS: at 21.33% examples, 175722 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:41:32,592 : INFO : EPOCH 5 - PROGRESS: at 21.41% examples, 175745 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:33,610 : INFO : EPOCH 5 - PROGRESS: at 21.51% examples, 175712 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:34,646 : INFO : EPOCH 5 - PROGRESS: at 21.63% examples, 175696 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:41:35,651 : INFO : EPOCH 5 - PROGRESS: at 21.72% examples, 175763 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:36,707 : INFO : EPOCH 5 - PROGRESS: at 21.82% examples, 175717 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:37,708 : INFO : EPOCH 5 - PROGRESS: at 21.92% examples, 175731 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:38,708 : INFO : EPOCH 5 - PROGRESS: at 22.02% examples, 175753 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:39,752 : INFO : EPOCH 5 - PROGRESS: at 22.11% examples, 175734 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:40,799 : INFO : EPOCH 5 - PROGRESS: at 22.20% examples, 175712 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:41,807 : INFO : EPOCH 5 - PROGRESS: at 22.28% examples, 175734 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:41:42,821 : INFO : EPOCH 5 - PROGRESS: at 22.38% examples, 175746 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:43,839 : INFO : EPOCH 5 - PROGRESS: at 22.48% examples, 175775 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:44,843 : INFO : EPOCH 5 - PROGRESS: at 22.58% examples, 175801 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:45,913 : INFO : EPOCH 5 - PROGRESS: at 22.66% examples, 175775 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:46,929 : INFO : EPOCH 5 - PROGRESS: at 22.76% examples, 175782 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:47,933 : INFO : EPOCH 5 - PROGRESS: at 22.86% examples, 175809 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:48,949 : INFO : EPOCH 5 - PROGRESS: at 22.96% examples, 175764 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:49,970 : INFO : EPOCH 5 - PROGRESS: at 23.05% examples, 175805 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:51,010 : INFO : EPOCH 5 - PROGRESS: at 23.16% examples, 175791 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:52,036 : INFO : EPOCH 5 - PROGRESS: at 23.25% examples, 175773 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:53,054 : INFO : EPOCH 5 - PROGRESS: at 23.34% examples, 175799 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:54,079 : INFO : EPOCH 5 - PROGRESS: at 23.44% examples, 175801 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:55,094 : INFO : EPOCH 5 - PROGRESS: at 23.54% examples, 175835 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:56,101 : INFO : EPOCH 5 - PROGRESS: at 23.64% examples, 175791 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:57,127 : INFO : EPOCH 5 - PROGRESS: at 23.73% examples, 175776 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:41:58,141 : INFO : EPOCH 5 - PROGRESS: at 23.81% examples, 175809 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:41:59,143 : INFO : EPOCH 5 - PROGRESS: at 23.90% examples, 175807 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:00,158 : INFO : EPOCH 5 - PROGRESS: at 24.00% examples, 175818 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:01,176 : INFO : EPOCH 5 - PROGRESS: at 24.10% examples, 175799 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:02,238 : INFO : EPOCH 5 - PROGRESS: at 24.20% examples, 175790 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:03,242 : INFO : EPOCH 5 - PROGRESS: at 24.30% examples, 175790 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:04,285 : INFO : EPOCH 5 - PROGRESS: at 24.41% examples, 175764 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:05,287 : INFO : EPOCH 5 - PROGRESS: at 24.52% examples, 175764 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:06,288 : INFO : EPOCH 5 - PROGRESS: at 24.61% examples, 175752 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:07,341 : INFO : EPOCH 5 - PROGRESS: at 24.70% examples, 175745 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:08,341 : INFO : EPOCH 5 - PROGRESS: at 24.80% examples, 175769 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:42:09,342 : INFO : EPOCH 5 - PROGRESS: at 24.90% examples, 175761 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:42:10,397 : INFO : EPOCH 5 - PROGRESS: at 25.00% examples, 175764 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:11,392 : INFO : EPOCH 5 - PROGRESS: at 25.11% examples, 175782 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:12,400 : INFO : EPOCH 5 - PROGRESS: at 25.22% examples, 175790 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:13,405 : INFO : EPOCH 5 - PROGRESS: at 25.31% examples, 175785 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:14,451 : INFO : EPOCH 5 - PROGRESS: at 25.40% examples, 175735 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:15,465 : INFO : EPOCH 5 - PROGRESS: at 25.49% examples, 175783 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:16,510 : INFO : EPOCH 5 - PROGRESS: at 25.59% examples, 175782 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:17,547 : INFO : EPOCH 5 - PROGRESS: at 25.69% examples, 175792 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:18,576 : INFO : EPOCH 5 - PROGRESS: at 25.79% examples, 175773 words/s, in_qsize 7, out_qsize 2
2020-07-16 19:42:19,636 : INFO : EPOCH 5 - PROGRESS: at 25.90% examples, 175774 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:20,697 : INFO : EPOCH 5 - PROGRESS: at 26.00% examples, 175780 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:21,760 : INFO : EPOCH 5 - PROGRESS: at 26.10% examples, 175780 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:42:22,763 : INFO : EPOCH 5 - PROGRESS: at 26.20% examples, 175785 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:23,763 : INFO : EPOCH 5 - PROGRESS: at 26.29% examples, 175772 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:24,770 : INFO : EPOCH 5 - PROGRESS: at 26.39% examples, 175774 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:25,784 : INFO : EPOCH 5 - PROGRESS: at 26.50% examples, 175760 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:26,790 : INFO : EPOCH 5 - PROGRESS: at 26.60% examples, 175785 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:27,844 : INFO : EPOCH 5 - PROGRESS: at 26.71% examples, 175750 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:28,884 : INFO : EPOCH 5 - PROGRESS: at 26.79% examples, 175742 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:42:29,917 : INFO : EPOCH 5 - PROGRESS: at 26.89% examples, 175774 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:30,932 : INFO : EPOCH 5 - PROGRESS: at 26.98% examples, 175750 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:32,005 : INFO : EPOCH 5 - PROGRESS: at 27.10% examples, 175741 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:42:33,061 : INFO : EPOCH 5 - PROGRESS: at 27.21% examples, 175760 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:42:34,062 : INFO : EPOCH 5 - PROGRESS: at 27.30% examples, 175756 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:35,075 : INFO : EPOCH 5 - PROGRESS: at 27.40% examples, 175766 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:36,089 : INFO : EPOCH 5 - PROGRESS: at 27.48% examples, 175781 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:37,094 : INFO : EPOCH 5 - PROGRESS: at 27.58% examples, 175768 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:38,096 : INFO : EPOCH 5 - PROGRESS: at 27.68% examples, 175773 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:39,146 : INFO : EPOCH 5 - PROGRESS: at 27.78% examples, 175760 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:40,198 : INFO : EPOCH 5 - PROGRESS: at 27.87% examples, 175776 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:41,275 : INFO : EPOCH 5 - PROGRESS: at 27.96% examples, 175754 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:42,276 : INFO : EPOCH 5 - PROGRESS: at 28.05% examples, 175747 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:42:43,299 : INFO : EPOCH 5 - PROGRESS: at 28.13% examples, 175715 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:44,302 : INFO : EPOCH 5 - PROGRESS: at 28.23% examples, 175757 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:45,337 : INFO : EPOCH 5 - PROGRESS: at 28.34% examples, 175739 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:46,350 : INFO : EPOCH 5 - PROGRESS: at 28.44% examples, 175786 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:47,368 : INFO : EPOCH 5 - PROGRESS: at 28.54% examples, 175779 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:48,402 : INFO : EPOCH 5 - PROGRESS: at 28.63% examples, 175753 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:49,433 : INFO : EPOCH 5 - PROGRESS: at 28.73% examples, 175773 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:50,461 : INFO : EPOCH 5 - PROGRESS: at 28.82% examples, 175780 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:51,469 : INFO : EPOCH 5 - PROGRESS: at 28.92% examples, 175768 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:52,475 : INFO : EPOCH 5 - PROGRESS: at 29.00% examples, 175758 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:53,504 : INFO : EPOCH 5 - PROGRESS: at 29.09% examples, 175762 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:54,508 : INFO : EPOCH 5 - PROGRESS: at 29.18% examples, 175782 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:42:55,533 : INFO : EPOCH 5 - PROGRESS: at 29.27% examples, 175752 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:42:56,555 : INFO : EPOCH 5 - PROGRESS: at 29.37% examples, 175764 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:57,557 : INFO : EPOCH 5 - PROGRESS: at 29.45% examples, 175772 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:42:58,621 : INFO : EPOCH 5 - PROGRESS: at 29.55% examples, 175750 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:42:59,654 : INFO : EPOCH 5 - PROGRESS: at 29.66% examples, 175776 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:00,702 : INFO : EPOCH 5 - PROGRESS: at 29.75% examples, 175768 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:43:01,713 : INFO : EPOCH 5 - PROGRESS: at 29.85% examples, 175805 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:02,736 : INFO : EPOCH 5 - PROGRESS: at 29.93% examples, 175788 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:03,744 : INFO : EPOCH 5 - PROGRESS: at 30.03% examples, 175817 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:04,762 : INFO : EPOCH 5 - PROGRESS: at 30.12% examples, 175829 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:05,813 : INFO : EPOCH 5 - PROGRESS: at 30.21% examples, 175813 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:06,820 : INFO : EPOCH 5 - PROGRESS: at 30.31% examples, 175856 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:07,826 : INFO : EPOCH 5 - PROGRESS: at 30.41% examples, 175852 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:08,913 : INFO : EPOCH 5 - PROGRESS: at 30.50% examples, 175826 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:09,954 : INFO : EPOCH 5 - PROGRESS: at 30.61% examples, 175848 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:10,962 : INFO : EPOCH 5 - PROGRESS: at 30.69% examples, 175839 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:11,986 : INFO : EPOCH 5 - PROGRESS: at 30.80% examples, 175842 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:13,099 : INFO : EPOCH 5 - PROGRESS: at 30.90% examples, 175836 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:14,117 : INFO : EPOCH 5 - PROGRESS: at 31.00% examples, 175846 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:43:15,142 : INFO : EPOCH 5 - PROGRESS: at 31.09% examples, 175833 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:43:16,154 : INFO : EPOCH 5 - PROGRESS: at 31.21% examples, 175865 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:17,169 : INFO : EPOCH 5 - PROGRESS: at 31.33% examples, 175851 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:18,185 : INFO : EPOCH 5 - PROGRESS: at 31.42% examples, 175852 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:19,199 : INFO : EPOCH 5 - PROGRESS: at 31.53% examples, 175864 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:43:20,233 : INFO : EPOCH 5 - PROGRESS: at 31.63% examples, 175873 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:21,239 : INFO : EPOCH 5 - PROGRESS: at 31.72% examples, 175876 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:43:22,245 : INFO : EPOCH 5 - PROGRESS: at 31.82% examples, 175865 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:23,246 : INFO : EPOCH 5 - PROGRESS: at 31.90% examples, 175858 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:24,284 : INFO : EPOCH 5 - PROGRESS: at 31.98% examples, 175875 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:25,294 : INFO : EPOCH 5 - PROGRESS: at 32.09% examples, 175886 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:26,301 : INFO : EPOCH 5 - PROGRESS: at 32.17% examples, 175869 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:27,316 : INFO : EPOCH 5 - PROGRESS: at 32.26% examples, 175854 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:28,322 : INFO : EPOCH 5 - PROGRESS: at 32.36% examples, 175876 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:29,334 : INFO : EPOCH 5 - PROGRESS: at 32.46% examples, 175880 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:43:30,352 : INFO : EPOCH 5 - PROGRESS: at 32.55% examples, 175864 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:31,372 : INFO : EPOCH 5 - PROGRESS: at 32.64% examples, 175868 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:32,396 : INFO : EPOCH 5 - PROGRESS: at 32.73% examples, 175892 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:33,422 : INFO : EPOCH 5 - PROGRESS: at 32.81% examples, 175863 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:34,454 : INFO : EPOCH 5 - PROGRESS: at 32.91% examples, 175869 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:35,471 : INFO : EPOCH 5 - PROGRESS: at 33.00% examples, 175872 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:36,474 : INFO : EPOCH 5 - PROGRESS: at 33.10% examples, 175889 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:37,481 : INFO : EPOCH 5 - PROGRESS: at 33.19% examples, 175871 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:38,525 : INFO : EPOCH 5 - PROGRESS: at 33.29% examples, 175866 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:39,555 : INFO : EPOCH 5 - PROGRESS: at 33.39% examples, 175890 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:40,641 : INFO : EPOCH 5 - PROGRESS: at 33.49% examples, 175887 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:41,642 : INFO : EPOCH 5 - PROGRESS: at 33.57% examples, 175909 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:42,642 : INFO : EPOCH 5 - PROGRESS: at 33.67% examples, 175895 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:43,650 : INFO : EPOCH 5 - PROGRESS: at 33.77% examples, 175915 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:44,721 : INFO : EPOCH 5 - PROGRESS: at 33.88% examples, 175904 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:45,778 : INFO : EPOCH 5 - PROGRESS: at 33.98% examples, 175910 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:46,784 : INFO : EPOCH 5 - PROGRESS: at 34.06% examples, 175908 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:47,874 : INFO : EPOCH 5 - PROGRESS: at 34.18% examples, 175905 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:48,881 : INFO : EPOCH 5 - PROGRESS: at 34.28% examples, 175905 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:43:49,899 : INFO : EPOCH 5 - PROGRESS: at 34.39% examples, 175925 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:50,951 : INFO : EPOCH 5 - PROGRESS: at 34.48% examples, 175904 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:51,977 : INFO : EPOCH 5 - PROGRESS: at 34.57% examples, 175912 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:52,987 : INFO : EPOCH 5 - PROGRESS: at 34.67% examples, 175917 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:53,990 : INFO : EPOCH 5 - PROGRESS: at 34.76% examples, 175928 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:55,001 : INFO : EPOCH 5 - PROGRESS: at 34.84% examples, 175902 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:43:56,079 : INFO : EPOCH 5 - PROGRESS: at 34.96% examples, 175904 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:57,094 : INFO : EPOCH 5 - PROGRESS: at 35.05% examples, 175924 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:43:58,123 : INFO : EPOCH 5 - PROGRESS: at 35.14% examples, 175914 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:43:59,171 : INFO : EPOCH 5 - PROGRESS: at 35.25% examples, 175904 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:00,192 : INFO : EPOCH 5 - PROGRESS: at 35.34% examples, 175909 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:01,193 : INFO : EPOCH 5 - PROGRESS: at 35.44% examples, 175909 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:44:02,244 : INFO : EPOCH 5 - PROGRESS: at 35.53% examples, 175909 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:03,298 : INFO : EPOCH 5 - PROGRESS: at 35.62% examples, 175902 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:04,325 : INFO : EPOCH 5 - PROGRESS: at 35.71% examples, 175922 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:05,350 : INFO : EPOCH 5 - PROGRESS: at 35.82% examples, 175926 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:06,358 : INFO : EPOCH 5 - PROGRESS: at 35.92% examples, 175927 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:07,369 : INFO : EPOCH 5 - PROGRESS: at 36.03% examples, 175916 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:08,451 : INFO : EPOCH 5 - PROGRESS: at 36.13% examples, 175923 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:09,544 : INFO : EPOCH 5 - PROGRESS: at 36.23% examples, 175915 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:10,546 : INFO : EPOCH 5 - PROGRESS: at 36.31% examples, 175920 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:11,555 : INFO : EPOCH 5 - PROGRESS: at 36.42% examples, 175935 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:12,606 : INFO : EPOCH 5 - PROGRESS: at 36.52% examples, 175903 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:13,643 : INFO : EPOCH 5 - PROGRESS: at 36.62% examples, 175884 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:44:14,707 : INFO : EPOCH 5 - PROGRESS: at 36.71% examples, 175808 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:44:15,707 : INFO : EPOCH 5 - PROGRESS: at 36.81% examples, 175739 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:16,769 : INFO : EPOCH 5 - PROGRESS: at 36.91% examples, 175705 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:17,865 : INFO : EPOCH 5 - PROGRESS: at 37.02% examples, 175705 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:18,872 : INFO : EPOCH 5 - PROGRESS: at 37.11% examples, 175703 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:19,886 : INFO : EPOCH 5 - PROGRESS: at 37.21% examples, 175712 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:20,887 : INFO : EPOCH 5 - PROGRESS: at 37.29% examples, 175713 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:21,887 : INFO : EPOCH 5 - PROGRESS: at 37.40% examples, 175719 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:22,901 : INFO : EPOCH 5 - PROGRESS: at 37.50% examples, 175716 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:44:23,931 : INFO : EPOCH 5 - PROGRESS: at 37.59% examples, 175714 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:24,968 : INFO : EPOCH 5 - PROGRESS: at 37.70% examples, 175720 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:25,988 : INFO : EPOCH 5 - PROGRESS: at 37.80% examples, 175729 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:27,003 : INFO : EPOCH 5 - PROGRESS: at 37.89% examples, 175720 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:28,036 : INFO : EPOCH 5 - PROGRESS: at 37.97% examples, 175721 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:29,072 : INFO : EPOCH 5 - PROGRESS: at 38.07% examples, 175724 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:30,081 : INFO : EPOCH 5 - PROGRESS: at 38.17% examples, 175712 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:31,097 : INFO : EPOCH 5 - PROGRESS: at 38.24% examples, 175709 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:32,109 : INFO : EPOCH 5 - PROGRESS: at 38.36% examples, 175712 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:33,160 : INFO : EPOCH 5 - PROGRESS: at 38.45% examples, 175708 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:34,276 : INFO : EPOCH 5 - PROGRESS: at 38.55% examples, 175699 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:35,280 : INFO : EPOCH 5 - PROGRESS: at 38.64% examples, 175700 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:36,389 : INFO : EPOCH 5 - PROGRESS: at 38.75% examples, 175686 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:37,406 : INFO : EPOCH 5 - PROGRESS: at 38.84% examples, 175711 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:38,436 : INFO : EPOCH 5 - PROGRESS: at 38.94% examples, 175712 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:39,478 : INFO : EPOCH 5 - PROGRESS: at 39.04% examples, 175720 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:40,483 : INFO : EPOCH 5 - PROGRESS: at 39.13% examples, 175712 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:41,493 : INFO : EPOCH 5 - PROGRESS: at 39.23% examples, 175741 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:42,550 : INFO : EPOCH 5 - PROGRESS: at 39.32% examples, 175715 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:43,567 : INFO : EPOCH 5 - PROGRESS: at 39.43% examples, 175742 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:44,603 : INFO : EPOCH 5 - PROGRESS: at 39.51% examples, 175724 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:44:45,612 : INFO : EPOCH 5 - PROGRESS: at 39.61% examples, 175735 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:46,689 : INFO : EPOCH 5 - PROGRESS: at 39.71% examples, 175718 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:47,695 : INFO : EPOCH 5 - PROGRESS: at 39.81% examples, 175742 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:48,696 : INFO : EPOCH 5 - PROGRESS: at 39.89% examples, 175725 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:49,735 : INFO : EPOCH 5 - PROGRESS: at 40.00% examples, 175729 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:50,745 : INFO : EPOCH 5 - PROGRESS: at 40.08% examples, 175725 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:44:51,784 : INFO : EPOCH 5 - PROGRESS: at 40.20% examples, 175749 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:52,818 : INFO : EPOCH 5 - PROGRESS: at 40.28% examples, 175747 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:53,839 : INFO : EPOCH 5 - PROGRESS: at 40.38% examples, 175762 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:54,840 : INFO : EPOCH 5 - PROGRESS: at 40.48% examples, 175769 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:55,846 : INFO : EPOCH 5 - PROGRESS: at 40.57% examples, 175738 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:56,893 : INFO : EPOCH 5 - PROGRESS: at 40.67% examples, 175734 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:57,954 : INFO : EPOCH 5 - PROGRESS: at 40.77% examples, 175756 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:58,969 : INFO : EPOCH 5 - PROGRESS: at 40.86% examples, 175747 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:44:59,994 : INFO : EPOCH 5 - PROGRESS: at 40.95% examples, 175740 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:00,997 : INFO : EPOCH 5 - PROGRESS: at 41.06% examples, 175743 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:02,041 : INFO : EPOCH 5 - PROGRESS: at 41.15% examples, 175739 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:03,084 : INFO : EPOCH 5 - PROGRESS: at 41.25% examples, 175741 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:04,142 : INFO : EPOCH 5 - PROGRESS: at 41.36% examples, 175737 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:05,182 : INFO : EPOCH 5 - PROGRESS: at 41.42% examples, 175721 words/s, in_qsize 5, out_qsize 2
2020-07-16 19:45:06,275 : INFO : EPOCH 5 - PROGRESS: at 41.53% examples, 175726 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:07,285 : INFO : EPOCH 5 - PROGRESS: at 41.63% examples, 175730 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:08,345 : INFO : EPOCH 5 - PROGRESS: at 41.74% examples, 175722 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:09,368 : INFO : EPOCH 5 - PROGRESS: at 41.83% examples, 175730 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:10,374 : INFO : EPOCH 5 - PROGRESS: at 41.94% examples, 175754 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:11,430 : INFO : EPOCH 5 - PROGRESS: at 42.04% examples, 175751 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:45:12,496 : INFO : EPOCH 5 - PROGRESS: at 42.15% examples, 175749 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:13,507 : INFO : EPOCH 5 - PROGRESS: at 42.24% examples, 175759 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:14,577 : INFO : EPOCH 5 - PROGRESS: at 42.35% examples, 175753 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:15,613 : INFO : EPOCH 5 - PROGRESS: at 42.44% examples, 175754 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:16,621 : INFO : EPOCH 5 - PROGRESS: at 42.52% examples, 175745 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:17,648 : INFO : EPOCH 5 - PROGRESS: at 42.63% examples, 175745 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:18,720 : INFO : EPOCH 5 - PROGRESS: at 42.73% examples, 175739 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:19,726 : INFO : EPOCH 5 - PROGRESS: at 42.83% examples, 175761 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:20,804 : INFO : EPOCH 5 - PROGRESS: at 42.93% examples, 175750 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:21,915 : INFO : EPOCH 5 - PROGRESS: at 43.03% examples, 175745 words/s, in_qsize 7, out_qsize 1
2020-07-16 19:45:22,921 : INFO : EPOCH 5 - PROGRESS: at 43.11% examples, 175756 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:23,966 : INFO : EPOCH 5 - PROGRESS: at 43.21% examples, 175758 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:25,003 : INFO : EPOCH 5 - PROGRESS: at 43.30% examples, 175754 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:26,041 : INFO : EPOCH 5 - PROGRESS: at 43.39% examples, 175745 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:27,041 : INFO : EPOCH 5 - PROGRESS: at 43.50% examples, 175772 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:28,049 : INFO : EPOCH 5 - PROGRESS: at 43.60% examples, 175760 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:29,064 : INFO : EPOCH 5 - PROGRESS: at 43.69% examples, 175762 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:30,128 : INFO : EPOCH 5 - PROGRESS: at 43.78% examples, 175745 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:31,140 : INFO : EPOCH 5 - PROGRESS: at 43.88% examples, 175753 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:32,162 : INFO : EPOCH 5 - PROGRESS: at 43.96% examples, 175754 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:33,179 : INFO : EPOCH 5 - PROGRESS: at 44.05% examples, 175744 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:34,201 : INFO : EPOCH 5 - PROGRESS: at 44.14% examples, 175739 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:35,260 : INFO : EPOCH 5 - PROGRESS: at 44.23% examples, 175739 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:36,292 : INFO : EPOCH 5 - PROGRESS: at 44.33% examples, 175740 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:37,332 : INFO : EPOCH 5 - PROGRESS: at 44.42% examples, 175740 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:38,345 : INFO : EPOCH 5 - PROGRESS: at 44.53% examples, 175756 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:39,401 : INFO : EPOCH 5 - PROGRESS: at 44.62% examples, 175746 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:40,409 : INFO : EPOCH 5 - PROGRESS: at 44.72% examples, 175766 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:41,421 : INFO : EPOCH 5 - PROGRESS: at 44.81% examples, 175752 words/s, in_qsize 7, out_qsize 1
2020-07-16 19:45:42,427 : INFO : EPOCH 5 - PROGRESS: at 44.89% examples, 175759 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:43,466 : INFO : EPOCH 5 - PROGRESS: at 45.00% examples, 175760 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:44,509 : INFO : EPOCH 5 - PROGRESS: at 45.10% examples, 175750 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:45,531 : INFO : EPOCH 5 - PROGRESS: at 45.19% examples, 175748 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:46,554 : INFO : EPOCH 5 - PROGRESS: at 45.30% examples, 175775 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:47,561 : INFO : EPOCH 5 - PROGRESS: at 45.39% examples, 175754 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:48,595 : INFO : EPOCH 5 - PROGRESS: at 45.47% examples, 175767 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:49,636 : INFO : EPOCH 5 - PROGRESS: at 45.57% examples, 175770 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:50,685 : INFO : EPOCH 5 - PROGRESS: at 45.67% examples, 175761 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:45:51,728 : INFO : EPOCH 5 - PROGRESS: at 45.77% examples, 175772 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:52,743 : INFO : EPOCH 5 - PROGRESS: at 45.88% examples, 175793 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:53,806 : INFO : EPOCH 5 - PROGRESS: at 45.98% examples, 175776 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:54,840 : INFO : EPOCH 5 - PROGRESS: at 46.09% examples, 175806 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:55,912 : INFO : EPOCH 5 - PROGRESS: at 46.21% examples, 175802 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:56,921 : INFO : EPOCH 5 - PROGRESS: at 46.30% examples, 175803 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:45:57,935 : INFO : EPOCH 5 - PROGRESS: at 46.39% examples, 175810 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:58,964 : INFO : EPOCH 5 - PROGRESS: at 46.49% examples, 175801 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:45:59,971 : INFO : EPOCH 5 - PROGRESS: at 46.58% examples, 175808 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:00,979 : INFO : EPOCH 5 - PROGRESS: at 46.68% examples, 175788 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:01,985 : INFO : EPOCH 5 - PROGRESS: at 46.76% examples, 175795 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:03,020 : INFO : EPOCH 5 - PROGRESS: at 46.86% examples, 175807 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:04,051 : INFO : EPOCH 5 - PROGRESS: at 46.97% examples, 175801 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:05,076 : INFO : EPOCH 5 - PROGRESS: at 47.06% examples, 175803 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:06,101 : INFO : EPOCH 5 - PROGRESS: at 47.16% examples, 175807 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:07,189 : INFO : EPOCH 5 - PROGRESS: at 47.25% examples, 175804 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:08,260 : INFO : EPOCH 5 - PROGRESS: at 47.37% examples, 175802 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:09,273 : INFO : EPOCH 5 - PROGRESS: at 47.47% examples, 175820 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:10,289 : INFO : EPOCH 5 - PROGRESS: at 47.57% examples, 175818 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:11,293 : INFO : EPOCH 5 - PROGRESS: at 47.66% examples, 175806 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:12,374 : INFO : EPOCH 5 - PROGRESS: at 47.78% examples, 175806 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:46:13,379 : INFO : EPOCH 5 - PROGRESS: at 47.87% examples, 175831 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:14,456 : INFO : EPOCH 5 - PROGRESS: at 47.96% examples, 175801 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:15,543 : INFO : EPOCH 5 - PROGRESS: at 48.06% examples, 175795 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:16,559 : INFO : EPOCH 5 - PROGRESS: at 48.16% examples, 175800 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:17,576 : INFO : EPOCH 5 - PROGRESS: at 48.27% examples, 175802 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:18,611 : INFO : EPOCH 5 - PROGRESS: at 48.36% examples, 175810 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:19,665 : INFO : EPOCH 5 - PROGRESS: at 48.45% examples, 175785 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:46:20,666 : INFO : EPOCH 5 - PROGRESS: at 48.53% examples, 175800 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:21,690 : INFO : EPOCH 5 - PROGRESS: at 48.63% examples, 175818 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:22,694 : INFO : EPOCH 5 - PROGRESS: at 48.72% examples, 175814 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:23,767 : INFO : EPOCH 5 - PROGRESS: at 48.81% examples, 175808 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:24,767 : INFO : EPOCH 5 - PROGRESS: at 48.90% examples, 175829 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:25,861 : INFO : EPOCH 5 - PROGRESS: at 48.99% examples, 175824 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:26,869 : INFO : EPOCH 5 - PROGRESS: at 49.09% examples, 175828 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:27,874 : INFO : EPOCH 5 - PROGRESS: at 49.18% examples, 175842 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:28,898 : INFO : EPOCH 5 - PROGRESS: at 49.27% examples, 175827 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:29,908 : INFO : EPOCH 5 - PROGRESS: at 49.38% examples, 175836 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:30,912 : INFO : EPOCH 5 - PROGRESS: at 49.48% examples, 175853 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:31,924 : INFO : EPOCH 5 - PROGRESS: at 49.57% examples, 175841 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:32,984 : INFO : EPOCH 5 - PROGRESS: at 49.66% examples, 175835 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:46:34,020 : INFO : EPOCH 5 - PROGRESS: at 49.77% examples, 175836 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:35,056 : INFO : EPOCH 5 - PROGRESS: at 49.87% examples, 175828 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:36,065 : INFO : EPOCH 5 - PROGRESS: at 49.98% examples, 175828 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:37,140 : INFO : EPOCH 5 - PROGRESS: at 50.10% examples, 175823 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:38,154 : INFO : EPOCH 5 - PROGRESS: at 50.20% examples, 175833 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:39,217 : INFO : EPOCH 5 - PROGRESS: at 50.31% examples, 175827 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:40,265 : INFO : EPOCH 5 - PROGRESS: at 50.39% examples, 175841 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:46:41,329 : INFO : EPOCH 5 - PROGRESS: at 50.49% examples, 175834 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:42,332 : INFO : EPOCH 5 - PROGRESS: at 50.60% examples, 175839 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:43,332 : INFO : EPOCH 5 - PROGRESS: at 50.68% examples, 175848 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:44,395 : INFO : EPOCH 5 - PROGRESS: at 50.77% examples, 175843 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:45,443 : INFO : EPOCH 5 - PROGRESS: at 50.87% examples, 175847 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:46,473 : INFO : EPOCH 5 - PROGRESS: at 50.97% examples, 175836 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:47,571 : INFO : EPOCH 5 - PROGRESS: at 51.06% examples, 175839 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:48,586 : INFO : EPOCH 5 - PROGRESS: at 51.16% examples, 175852 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:49,603 : INFO : EPOCH 5 - PROGRESS: at 51.24% examples, 175841 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:50,639 : INFO : EPOCH 5 - PROGRESS: at 51.34% examples, 175840 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:51,642 : INFO : EPOCH 5 - PROGRESS: at 51.44% examples, 175848 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:52,653 : INFO : EPOCH 5 - PROGRESS: at 51.53% examples, 175860 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:53,687 : INFO : EPOCH 5 - PROGRESS: at 51.63% examples, 175850 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:46:54,694 : INFO : EPOCH 5 - PROGRESS: at 51.72% examples, 175855 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:55,701 : INFO : EPOCH 5 - PROGRESS: at 51.82% examples, 175865 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:56,703 : INFO : EPOCH 5 - PROGRESS: at 51.91% examples, 175849 words/s, in_qsize 8, out_qsize 2
2020-07-16 19:46:57,724 : INFO : EPOCH 5 - PROGRESS: at 52.00% examples, 175851 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:58,781 : INFO : EPOCH 5 - PROGRESS: at 52.09% examples, 175848 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:46:59,786 : INFO : EPOCH 5 - PROGRESS: at 52.19% examples, 175864 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:00,804 : INFO : EPOCH 5 - PROGRESS: at 52.30% examples, 175860 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:01,826 : INFO : EPOCH 5 - PROGRESS: at 52.41% examples, 175859 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:02,892 : INFO : EPOCH 5 - PROGRESS: at 52.49% examples, 175857 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:03,896 : INFO : EPOCH 5 - PROGRESS: at 52.58% examples, 175871 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:04,909 : INFO : EPOCH 5 - PROGRESS: at 52.69% examples, 175872 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:05,917 : INFO : EPOCH 5 - PROGRESS: at 52.77% examples, 175867 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:06,921 : INFO : EPOCH 5 - PROGRESS: at 52.87% examples, 175874 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:07,965 : INFO : EPOCH 5 - PROGRESS: at 52.98% examples, 175876 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:08,981 : INFO : EPOCH 5 - PROGRESS: at 53.07% examples, 175879 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:09,985 : INFO : EPOCH 5 - PROGRESS: at 53.18% examples, 175895 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:10,991 : INFO : EPOCH 5 - PROGRESS: at 53.27% examples, 175884 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:12,010 : INFO : EPOCH 5 - PROGRESS: at 53.38% examples, 175893 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:13,022 : INFO : EPOCH 5 - PROGRESS: at 53.48% examples, 175880 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:14,041 : INFO : EPOCH 5 - PROGRESS: at 53.56% examples, 175893 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:15,074 : INFO : EPOCH 5 - PROGRESS: at 53.66% examples, 175891 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:16,086 : INFO : EPOCH 5 - PROGRESS: at 53.75% examples, 175894 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:47:17,099 : INFO : EPOCH 5 - PROGRESS: at 53.84% examples, 175884 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:47:18,162 : INFO : EPOCH 5 - PROGRESS: at 53.94% examples, 175885 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:19,196 : INFO : EPOCH 5 - PROGRESS: at 54.03% examples, 175898 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:20,274 : INFO : EPOCH 5 - PROGRESS: at 54.13% examples, 175889 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:21,322 : INFO : EPOCH 5 - PROGRESS: at 54.23% examples, 175888 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:22,401 : INFO : EPOCH 5 - PROGRESS: at 54.33% examples, 175886 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:23,423 : INFO : EPOCH 5 - PROGRESS: at 54.43% examples, 175889 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:24,426 : INFO : EPOCH 5 - PROGRESS: at 54.52% examples, 175887 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:25,432 : INFO : EPOCH 5 - PROGRESS: at 54.62% examples, 175905 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:26,447 : INFO : EPOCH 5 - PROGRESS: at 54.72% examples, 175887 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:27,457 : INFO : EPOCH 5 - PROGRESS: at 54.80% examples, 175897 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:47:28,468 : INFO : EPOCH 5 - PROGRESS: at 54.89% examples, 175888 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:29,470 : INFO : EPOCH 5 - PROGRESS: at 54.99% examples, 175883 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:30,479 : INFO : EPOCH 5 - PROGRESS: at 55.07% examples, 175887 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:31,500 : INFO : EPOCH 5 - PROGRESS: at 55.17% examples, 175887 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:32,501 : INFO : EPOCH 5 - PROGRESS: at 55.25% examples, 175883 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:33,573 : INFO : EPOCH 5 - PROGRESS: at 55.36% examples, 175884 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:34,636 : INFO : EPOCH 5 - PROGRESS: at 55.46% examples, 175888 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:35,661 : INFO : EPOCH 5 - PROGRESS: at 55.55% examples, 175891 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:47:36,661 : INFO : EPOCH 5 - PROGRESS: at 55.65% examples, 175891 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:37,712 : INFO : EPOCH 5 - PROGRESS: at 55.75% examples, 175887 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:38,763 : INFO : EPOCH 5 - PROGRESS: at 55.85% examples, 175881 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:39,776 : INFO : EPOCH 5 - PROGRESS: at 55.94% examples, 175882 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:40,786 : INFO : EPOCH 5 - PROGRESS: at 56.04% examples, 175883 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:41,834 : INFO : EPOCH 5 - PROGRESS: at 56.16% examples, 175891 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:42,843 : INFO : EPOCH 5 - PROGRESS: at 56.26% examples, 175894 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:43,913 : INFO : EPOCH 5 - PROGRESS: at 56.36% examples, 175893 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:44,925 : INFO : EPOCH 5 - PROGRESS: at 56.46% examples, 175891 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:45,966 : INFO : EPOCH 5 - PROGRESS: at 56.56% examples, 175883 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:46,995 : INFO : EPOCH 5 - PROGRESS: at 56.66% examples, 175890 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:48,011 : INFO : EPOCH 5 - PROGRESS: at 56.75% examples, 175897 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:49,037 : INFO : EPOCH 5 - PROGRESS: at 56.85% examples, 175905 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:50,043 : INFO : EPOCH 5 - PROGRESS: at 56.93% examples, 175898 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:51,052 : INFO : EPOCH 5 - PROGRESS: at 57.01% examples, 175907 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:52,076 : INFO : EPOCH 5 - PROGRESS: at 57.10% examples, 175889 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:53,168 : INFO : EPOCH 5 - PROGRESS: at 57.20% examples, 175895 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:54,173 : INFO : EPOCH 5 - PROGRESS: at 57.31% examples, 175903 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:47:55,176 : INFO : EPOCH 5 - PROGRESS: at 57.41% examples, 175905 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:47:56,201 : INFO : EPOCH 5 - PROGRESS: at 57.50% examples, 175896 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:57,224 : INFO : EPOCH 5 - PROGRESS: at 57.59% examples, 175896 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:58,253 : INFO : EPOCH 5 - PROGRESS: at 57.71% examples, 175908 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:47:59,268 : INFO : EPOCH 5 - PROGRESS: at 57.80% examples, 175908 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:00,281 : INFO : EPOCH 5 - PROGRESS: at 57.90% examples, 175900 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:01,361 : INFO : EPOCH 5 - PROGRESS: at 58.00% examples, 175906 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:02,362 : INFO : EPOCH 5 - PROGRESS: at 58.09% examples, 175922 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:03,362 : INFO : EPOCH 5 - PROGRESS: at 58.18% examples, 175908 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:04,397 : INFO : EPOCH 5 - PROGRESS: at 58.27% examples, 175903 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:05,397 : INFO : EPOCH 5 - PROGRESS: at 58.36% examples, 175927 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:06,440 : INFO : EPOCH 5 - PROGRESS: at 58.46% examples, 175920 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:48:07,466 : INFO : EPOCH 5 - PROGRESS: at 58.56% examples, 175931 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:08,477 : INFO : EPOCH 5 - PROGRESS: at 58.66% examples, 175933 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:09,500 : INFO : EPOCH 5 - PROGRESS: at 58.76% examples, 175933 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:10,554 : INFO : EPOCH 5 - PROGRESS: at 58.88% examples, 175927 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:11,579 : INFO : EPOCH 5 - PROGRESS: at 58.97% examples, 175922 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:48:12,603 : INFO : EPOCH 5 - PROGRESS: at 59.07% examples, 175939 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:13,604 : INFO : EPOCH 5 - PROGRESS: at 59.18% examples, 175950 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:48:14,612 : INFO : EPOCH 5 - PROGRESS: at 59.28% examples, 175966 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:15,645 : INFO : EPOCH 5 - PROGRESS: at 59.37% examples, 175962 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:48:16,708 : INFO : EPOCH 5 - PROGRESS: at 59.47% examples, 175965 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:17,713 : INFO : EPOCH 5 - PROGRESS: at 59.56% examples, 175967 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:48:18,746 : INFO : EPOCH 5 - PROGRESS: at 59.67% examples, 175982 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:19,835 : INFO : EPOCH 5 - PROGRESS: at 59.79% examples, 175972 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:20,931 : INFO : EPOCH 5 - PROGRESS: at 59.90% examples, 175976 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:21,936 : INFO : EPOCH 5 - PROGRESS: at 59.99% examples, 175998 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:22,972 : INFO : EPOCH 5 - PROGRESS: at 60.09% examples, 175989 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:24,031 : INFO : EPOCH 5 - PROGRESS: at 60.17% examples, 175995 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:25,070 : INFO : EPOCH 5 - PROGRESS: at 60.27% examples, 176007 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:26,092 : INFO : EPOCH 5 - PROGRESS: at 60.37% examples, 176017 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:27,129 : INFO : EPOCH 5 - PROGRESS: at 60.46% examples, 176012 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:48:28,129 : INFO : EPOCH 5 - PROGRESS: at 60.56% examples, 176015 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:29,164 : INFO : EPOCH 5 - PROGRESS: at 60.66% examples, 176020 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:30,168 : INFO : EPOCH 5 - PROGRESS: at 60.76% examples, 176017 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:31,194 : INFO : EPOCH 5 - PROGRESS: at 60.85% examples, 176020 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:32,202 : INFO : EPOCH 5 - PROGRESS: at 60.95% examples, 176020 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:48:33,216 : INFO : EPOCH 5 - PROGRESS: at 61.05% examples, 176030 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:34,236 : INFO : EPOCH 5 - PROGRESS: at 61.15% examples, 176023 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:35,249 : INFO : EPOCH 5 - PROGRESS: at 61.24% examples, 176035 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:36,263 : INFO : EPOCH 5 - PROGRESS: at 61.36% examples, 176036 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:37,307 : INFO : EPOCH 5 - PROGRESS: at 61.45% examples, 176044 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:38,350 : INFO : EPOCH 5 - PROGRESS: at 61.55% examples, 176040 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:39,353 : INFO : EPOCH 5 - PROGRESS: at 61.64% examples, 176043 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:40,385 : INFO : EPOCH 5 - PROGRESS: at 61.74% examples, 176052 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:41,442 : INFO : EPOCH 5 - PROGRESS: at 61.82% examples, 176048 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:48:42,454 : INFO : EPOCH 5 - PROGRESS: at 61.90% examples, 176041 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:43,476 : INFO : EPOCH 5 - PROGRESS: at 61.99% examples, 176026 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:44,511 : INFO : EPOCH 5 - PROGRESS: at 62.08% examples, 176028 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:45,526 : INFO : EPOCH 5 - PROGRESS: at 62.17% examples, 175975 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:46,567 : INFO : EPOCH 5 - PROGRESS: at 62.27% examples, 175938 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:47,587 : INFO : EPOCH 5 - PROGRESS: at 62.36% examples, 175939 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:48,614 : INFO : EPOCH 5 - PROGRESS: at 62.45% examples, 175938 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:49,618 : INFO : EPOCH 5 - PROGRESS: at 62.56% examples, 175949 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:50,626 : INFO : EPOCH 5 - PROGRESS: at 62.64% examples, 175954 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:51,663 : INFO : EPOCH 5 - PROGRESS: at 62.72% examples, 175946 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:52,730 : INFO : EPOCH 5 - PROGRESS: at 62.82% examples, 175948 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:53,758 : INFO : EPOCH 5 - PROGRESS: at 62.93% examples, 175956 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:54,776 : INFO : EPOCH 5 - PROGRESS: at 63.03% examples, 175950 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:55,777 : INFO : EPOCH 5 - PROGRESS: at 63.12% examples, 175950 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:56,792 : INFO : EPOCH 5 - PROGRESS: at 63.22% examples, 175956 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:57,835 : INFO : EPOCH 5 - PROGRESS: at 63.32% examples, 175959 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:48:58,845 : INFO : EPOCH 5 - PROGRESS: at 63.41% examples, 175969 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:48:59,857 : INFO : EPOCH 5 - PROGRESS: at 63.51% examples, 175951 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:00,887 : INFO : EPOCH 5 - PROGRESS: at 63.61% examples, 175965 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:01,893 : INFO : EPOCH 5 - PROGRESS: at 63.70% examples, 175982 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:02,924 : INFO : EPOCH 5 - PROGRESS: at 63.81% examples, 175972 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:03,975 : INFO : EPOCH 5 - PROGRESS: at 63.92% examples, 175979 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:04,982 : INFO : EPOCH 5 - PROGRESS: at 64.03% examples, 175987 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:05,990 : INFO : EPOCH 5 - PROGRESS: at 64.12% examples, 175990 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:07,005 : INFO : EPOCH 5 - PROGRESS: at 64.22% examples, 175995 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:49:08,050 : INFO : EPOCH 5 - PROGRESS: at 64.32% examples, 175995 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:09,090 : INFO : EPOCH 5 - PROGRESS: at 64.44% examples, 176002 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:10,113 : INFO : EPOCH 5 - PROGRESS: at 64.53% examples, 176001 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:11,160 : INFO : EPOCH 5 - PROGRESS: at 64.63% examples, 175998 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:12,223 : INFO : EPOCH 5 - PROGRESS: at 64.74% examples, 176008 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:13,269 : INFO : EPOCH 5 - PROGRESS: at 64.83% examples, 176020 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:14,322 : INFO : EPOCH 5 - PROGRESS: at 64.95% examples, 176022 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:15,325 : INFO : EPOCH 5 - PROGRESS: at 65.05% examples, 176033 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:16,351 : INFO : EPOCH 5 - PROGRESS: at 65.15% examples, 176028 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:49:17,363 : INFO : EPOCH 5 - PROGRESS: at 65.27% examples, 176029 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:18,385 : INFO : EPOCH 5 - PROGRESS: at 65.34% examples, 176020 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:49:19,386 : INFO : EPOCH 5 - PROGRESS: at 65.44% examples, 176038 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:20,498 : INFO : EPOCH 5 - PROGRESS: at 65.52% examples, 176017 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:21,519 : INFO : EPOCH 5 - PROGRESS: at 65.62% examples, 176038 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:22,521 : INFO : EPOCH 5 - PROGRESS: at 65.72% examples, 176045 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:23,548 : INFO : EPOCH 5 - PROGRESS: at 65.81% examples, 176047 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:24,559 : INFO : EPOCH 5 - PROGRESS: at 65.91% examples, 176054 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:25,584 : INFO : EPOCH 5 - PROGRESS: at 66.01% examples, 176054 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:26,591 : INFO : EPOCH 5 - PROGRESS: at 66.09% examples, 176059 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:27,609 : INFO : EPOCH 5 - PROGRESS: at 66.19% examples, 176046 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:28,695 : INFO : EPOCH 5 - PROGRESS: at 66.30% examples, 176045 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:29,754 : INFO : EPOCH 5 - PROGRESS: at 66.39% examples, 176053 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:30,815 : INFO : EPOCH 5 - PROGRESS: at 66.50% examples, 176064 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:31,826 : INFO : EPOCH 5 - PROGRESS: at 66.60% examples, 176067 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:49:32,887 : INFO : EPOCH 5 - PROGRESS: at 66.69% examples, 176069 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:33,913 : INFO : EPOCH 5 - PROGRESS: at 66.80% examples, 176071 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:34,916 : INFO : EPOCH 5 - PROGRESS: at 66.88% examples, 176088 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:35,994 : INFO : EPOCH 5 - PROGRESS: at 67.00% examples, 176081 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:37,014 : INFO : EPOCH 5 - PROGRESS: at 67.09% examples, 176086 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:38,018 : INFO : EPOCH 5 - PROGRESS: at 67.19% examples, 176100 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:39,029 : INFO : EPOCH 5 - PROGRESS: at 67.27% examples, 176090 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:40,035 : INFO : EPOCH 5 - PROGRESS: at 67.36% examples, 176102 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:41,065 : INFO : EPOCH 5 - PROGRESS: at 67.45% examples, 176085 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:42,071 : INFO : EPOCH 5 - PROGRESS: at 67.56% examples, 176098 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:49:43,169 : INFO : EPOCH 5 - PROGRESS: at 67.65% examples, 176082 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:44,169 : INFO : EPOCH 5 - PROGRESS: at 67.76% examples, 176099 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:45,173 : INFO : EPOCH 5 - PROGRESS: at 67.85% examples, 176104 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:46,229 : INFO : EPOCH 5 - PROGRESS: at 67.96% examples, 176106 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:47,241 : INFO : EPOCH 5 - PROGRESS: at 68.06% examples, 176111 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:48,244 : INFO : EPOCH 5 - PROGRESS: at 68.16% examples, 176109 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:49,281 : INFO : EPOCH 5 - PROGRESS: at 68.25% examples, 176104 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:50,315 : INFO : EPOCH 5 - PROGRESS: at 68.36% examples, 176116 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:51,345 : INFO : EPOCH 5 - PROGRESS: at 68.46% examples, 176121 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:52,413 : INFO : EPOCH 5 - PROGRESS: at 68.56% examples, 176118 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:53,490 : INFO : EPOCH 5 - PROGRESS: at 68.68% examples, 176121 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:54,557 : INFO : EPOCH 5 - PROGRESS: at 68.79% examples, 176120 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:55,633 : INFO : EPOCH 5 - PROGRESS: at 68.89% examples, 176131 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:56,638 : INFO : EPOCH 5 - PROGRESS: at 68.98% examples, 176131 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:57,693 : INFO : EPOCH 5 - PROGRESS: at 69.08% examples, 176136 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:58,698 : INFO : EPOCH 5 - PROGRESS: at 69.16% examples, 176139 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:49:59,713 : INFO : EPOCH 5 - PROGRESS: at 69.25% examples, 176144 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:00,790 : INFO : EPOCH 5 - PROGRESS: at 69.34% examples, 176143 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:01,853 : INFO : EPOCH 5 - PROGRESS: at 69.44% examples, 176140 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:02,862 : INFO : EPOCH 5 - PROGRESS: at 69.53% examples, 176145 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:03,867 : INFO : EPOCH 5 - PROGRESS: at 69.62% examples, 176158 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:04,918 : INFO : EPOCH 5 - PROGRESS: at 69.72% examples, 176155 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:05,968 : INFO : EPOCH 5 - PROGRESS: at 69.82% examples, 176168 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:06,970 : INFO : EPOCH 5 - PROGRESS: at 69.91% examples, 176176 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:50:08,010 : INFO : EPOCH 5 - PROGRESS: at 70.02% examples, 176176 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:09,033 : INFO : EPOCH 5 - PROGRESS: at 70.12% examples, 176185 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:10,042 : INFO : EPOCH 5 - PROGRESS: at 70.22% examples, 176188 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:11,096 : INFO : EPOCH 5 - PROGRESS: at 70.33% examples, 176192 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:12,142 : INFO : EPOCH 5 - PROGRESS: at 70.42% examples, 176196 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:13,174 : INFO : EPOCH 5 - PROGRESS: at 70.53% examples, 176214 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:14,189 : INFO : EPOCH 5 - PROGRESS: at 70.63% examples, 176200 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:15,208 : INFO : EPOCH 5 - PROGRESS: at 70.73% examples, 176204 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:16,216 : INFO : EPOCH 5 - PROGRESS: at 70.84% examples, 176218 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:17,219 : INFO : EPOCH 5 - PROGRESS: at 70.93% examples, 176222 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:18,288 : INFO : EPOCH 5 - PROGRESS: at 71.03% examples, 176210 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:50:19,290 : INFO : EPOCH 5 - PROGRESS: at 71.13% examples, 176225 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:20,301 : INFO : EPOCH 5 - PROGRESS: at 71.23% examples, 176215 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:50:21,398 : INFO : EPOCH 5 - PROGRESS: at 71.32% examples, 176216 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:22,440 : INFO : EPOCH 5 - PROGRESS: at 71.42% examples, 176226 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:23,521 : INFO : EPOCH 5 - PROGRESS: at 71.52% examples, 176234 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:24,540 : INFO : EPOCH 5 - PROGRESS: at 71.64% examples, 176236 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:25,544 : INFO : EPOCH 5 - PROGRESS: at 71.74% examples, 176240 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:26,545 : INFO : EPOCH 5 - PROGRESS: at 71.85% examples, 176249 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:27,580 : INFO : EPOCH 5 - PROGRESS: at 71.95% examples, 176256 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:28,607 : INFO : EPOCH 5 - PROGRESS: at 72.05% examples, 176257 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:29,632 : INFO : EPOCH 5 - PROGRESS: at 72.13% examples, 176260 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:30,642 : INFO : EPOCH 5 - PROGRESS: at 72.23% examples, 176257 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:50:31,661 : INFO : EPOCH 5 - PROGRESS: at 72.34% examples, 176272 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:32,682 : INFO : EPOCH 5 - PROGRESS: at 72.43% examples, 176269 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:33,751 : INFO : EPOCH 5 - PROGRESS: at 72.53% examples, 176280 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:34,758 : INFO : EPOCH 5 - PROGRESS: at 72.62% examples, 176287 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:50:35,760 : INFO : EPOCH 5 - PROGRESS: at 72.70% examples, 176286 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:50:36,835 : INFO : EPOCH 5 - PROGRESS: at 72.80% examples, 176282 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:37,862 : INFO : EPOCH 5 - PROGRESS: at 72.89% examples, 176292 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:38,862 : INFO : EPOCH 5 - PROGRESS: at 72.99% examples, 176304 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:39,905 : INFO : EPOCH 5 - PROGRESS: at 73.09% examples, 176303 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:40,924 : INFO : EPOCH 5 - PROGRESS: at 73.18% examples, 176303 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:41,947 : INFO : EPOCH 5 - PROGRESS: at 73.29% examples, 176292 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:42,961 : INFO : EPOCH 5 - PROGRESS: at 73.37% examples, 176306 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:44,044 : INFO : EPOCH 5 - PROGRESS: at 73.47% examples, 176306 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:45,063 : INFO : EPOCH 5 - PROGRESS: at 73.57% examples, 176321 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:46,102 : INFO : EPOCH 5 - PROGRESS: at 73.67% examples, 176320 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:47,158 : INFO : EPOCH 5 - PROGRESS: at 73.77% examples, 176303 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:48,164 : INFO : EPOCH 5 - PROGRESS: at 73.86% examples, 176311 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:49,175 : INFO : EPOCH 5 - PROGRESS: at 73.97% examples, 176326 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:50,200 : INFO : EPOCH 5 - PROGRESS: at 74.06% examples, 176323 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:51,252 : INFO : EPOCH 5 - PROGRESS: at 74.18% examples, 176327 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:52,257 : INFO : EPOCH 5 - PROGRESS: at 74.28% examples, 176329 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:53,278 : INFO : EPOCH 5 - PROGRESS: at 74.38% examples, 176343 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:54,290 : INFO : EPOCH 5 - PROGRESS: at 74.47% examples, 176336 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:55,300 : INFO : EPOCH 5 - PROGRESS: at 74.57% examples, 176346 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:56,315 : INFO : EPOCH 5 - PROGRESS: at 74.66% examples, 176351 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:57,316 : INFO : EPOCH 5 - PROGRESS: at 74.75% examples, 176345 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:58,392 : INFO : EPOCH 5 - PROGRESS: at 74.85% examples, 176356 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:50:59,453 : INFO : EPOCH 5 - PROGRESS: at 74.95% examples, 176357 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:00,489 : INFO : EPOCH 5 - PROGRESS: at 75.06% examples, 176368 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:01,535 : INFO : EPOCH 5 - PROGRESS: at 75.17% examples, 176363 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:02,597 : INFO : EPOCH 5 - PROGRESS: at 75.28% examples, 176359 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:03,635 : INFO : EPOCH 5 - PROGRESS: at 75.36% examples, 176361 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:04,711 : INFO : EPOCH 5 - PROGRESS: at 75.48% examples, 176362 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:05,743 : INFO : EPOCH 5 - PROGRESS: at 75.58% examples, 176374 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:06,747 : INFO : EPOCH 5 - PROGRESS: at 75.68% examples, 176379 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:07,755 : INFO : EPOCH 5 - PROGRESS: at 75.80% examples, 176384 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:51:08,770 : INFO : EPOCH 5 - PROGRESS: at 75.89% examples, 176384 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:09,781 : INFO : EPOCH 5 - PROGRESS: at 75.98% examples, 176389 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:51:10,801 : INFO : EPOCH 5 - PROGRESS: at 76.08% examples, 176384 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:11,819 : INFO : EPOCH 5 - PROGRESS: at 76.17% examples, 176381 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:12,845 : INFO : EPOCH 5 - PROGRESS: at 76.27% examples, 176378 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:13,876 : INFO : EPOCH 5 - PROGRESS: at 76.36% examples, 176386 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:14,881 : INFO : EPOCH 5 - PROGRESS: at 76.45% examples, 176397 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:15,918 : INFO : EPOCH 5 - PROGRESS: at 76.54% examples, 176392 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:16,949 : INFO : EPOCH 5 - PROGRESS: at 76.64% examples, 176393 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:17,950 : INFO : EPOCH 5 - PROGRESS: at 76.75% examples, 176404 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:18,980 : INFO : EPOCH 5 - PROGRESS: at 76.86% examples, 176413 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:19,998 : INFO : EPOCH 5 - PROGRESS: at 76.94% examples, 176418 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:21,002 : INFO : EPOCH 5 - PROGRESS: at 77.04% examples, 176427 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:22,024 : INFO : EPOCH 5 - PROGRESS: at 77.13% examples, 176420 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:23,027 : INFO : EPOCH 5 - PROGRESS: at 77.23% examples, 176415 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:24,098 : INFO : EPOCH 5 - PROGRESS: at 77.32% examples, 176419 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:51:25,101 : INFO : EPOCH 5 - PROGRESS: at 77.44% examples, 176424 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:26,113 : INFO : EPOCH 5 - PROGRESS: at 77.53% examples, 176430 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:51:27,124 : INFO : EPOCH 5 - PROGRESS: at 77.61% examples, 176435 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:28,169 : INFO : EPOCH 5 - PROGRESS: at 77.71% examples, 176446 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:51:29,213 : INFO : EPOCH 5 - PROGRESS: at 77.80% examples, 176435 words/s, in_qsize 8, out_qsize 2
2020-07-16 19:51:30,228 : INFO : EPOCH 5 - PROGRESS: at 77.91% examples, 176451 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:31,303 : INFO : EPOCH 5 - PROGRESS: at 78.02% examples, 176444 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:32,347 : INFO : EPOCH 5 - PROGRESS: at 78.11% examples, 176455 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:33,351 : INFO : EPOCH 5 - PROGRESS: at 78.20% examples, 176461 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:34,443 : INFO : EPOCH 5 - PROGRESS: at 78.32% examples, 176448 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:35,452 : INFO : EPOCH 5 - PROGRESS: at 78.41% examples, 176455 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:36,488 : INFO : EPOCH 5 - PROGRESS: at 78.50% examples, 176467 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:37,563 : INFO : EPOCH 5 - PROGRESS: at 78.59% examples, 176459 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:38,668 : INFO : EPOCH 5 - PROGRESS: at 78.69% examples, 176457 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:39,676 : INFO : EPOCH 5 - PROGRESS: at 78.79% examples, 176468 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:40,683 : INFO : EPOCH 5 - PROGRESS: at 78.87% examples, 176461 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:41,686 : INFO : EPOCH 5 - PROGRESS: at 78.96% examples, 176459 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:42,693 : INFO : EPOCH 5 - PROGRESS: at 79.05% examples, 176458 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:43,703 : INFO : EPOCH 5 - PROGRESS: at 79.16% examples, 176458 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:44,755 : INFO : EPOCH 5 - PROGRESS: at 79.25% examples, 176464 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:45,781 : INFO : EPOCH 5 - PROGRESS: at 79.35% examples, 176458 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:46,797 : INFO : EPOCH 5 - PROGRESS: at 79.46% examples, 176465 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:47,836 : INFO : EPOCH 5 - PROGRESS: at 79.56% examples, 176462 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:48,838 : INFO : EPOCH 5 - PROGRESS: at 79.65% examples, 176468 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:49,884 : INFO : EPOCH 5 - PROGRESS: at 79.74% examples, 176460 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:50,968 : INFO : EPOCH 5 - PROGRESS: at 79.85% examples, 176464 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:52,062 : INFO : EPOCH 5 - PROGRESS: at 79.96% examples, 176469 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:53,163 : INFO : EPOCH 5 - PROGRESS: at 80.07% examples, 176474 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:54,187 : INFO : EPOCH 5 - PROGRESS: at 80.17% examples, 176473 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:55,202 : INFO : EPOCH 5 - PROGRESS: at 80.27% examples, 176484 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:56,231 : INFO : EPOCH 5 - PROGRESS: at 80.36% examples, 176483 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:57,234 : INFO : EPOCH 5 - PROGRESS: at 80.45% examples, 176481 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:58,277 : INFO : EPOCH 5 - PROGRESS: at 80.55% examples, 176488 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:51:59,287 : INFO : EPOCH 5 - PROGRESS: at 80.64% examples, 176496 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:00,299 : INFO : EPOCH 5 - PROGRESS: at 80.75% examples, 176493 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:01,361 : INFO : EPOCH 5 - PROGRESS: at 80.86% examples, 176494 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:02,364 : INFO : EPOCH 5 - PROGRESS: at 80.95% examples, 176490 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:03,409 : INFO : EPOCH 5 - PROGRESS: at 81.07% examples, 176490 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:04,471 : INFO : EPOCH 5 - PROGRESS: at 81.18% examples, 176491 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:05,476 : INFO : EPOCH 5 - PROGRESS: at 81.28% examples, 176504 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:06,500 : INFO : EPOCH 5 - PROGRESS: at 81.36% examples, 176504 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:07,579 : INFO : EPOCH 5 - PROGRESS: at 81.45% examples, 176496 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:08,635 : INFO : EPOCH 5 - PROGRESS: at 81.55% examples, 176496 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:09,645 : INFO : EPOCH 5 - PROGRESS: at 81.66% examples, 176498 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:10,667 : INFO : EPOCH 5 - PROGRESS: at 81.76% examples, 176496 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:11,758 : INFO : EPOCH 5 - PROGRESS: at 81.85% examples, 176500 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:52:12,779 : INFO : EPOCH 5 - PROGRESS: at 81.95% examples, 176506 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:13,781 : INFO : EPOCH 5 - PROGRESS: at 82.05% examples, 176515 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:14,824 : INFO : EPOCH 5 - PROGRESS: at 82.12% examples, 176503 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:15,826 : INFO : EPOCH 5 - PROGRESS: at 82.21% examples, 176509 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:16,873 : INFO : EPOCH 5 - PROGRESS: at 82.32% examples, 176515 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:52:17,914 : INFO : EPOCH 5 - PROGRESS: at 82.42% examples, 176505 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:18,921 : INFO : EPOCH 5 - PROGRESS: at 82.53% examples, 176515 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:19,941 : INFO : EPOCH 5 - PROGRESS: at 82.63% examples, 176521 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:20,955 : INFO : EPOCH 5 - PROGRESS: at 82.74% examples, 176532 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:22,021 : INFO : EPOCH 5 - PROGRESS: at 82.83% examples, 176531 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:23,080 : INFO : EPOCH 5 - PROGRESS: at 82.93% examples, 176526 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:52:24,177 : INFO : EPOCH 5 - PROGRESS: at 83.04% examples, 176523 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:25,178 : INFO : EPOCH 5 - PROGRESS: at 83.13% examples, 176526 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:26,180 : INFO : EPOCH 5 - PROGRESS: at 83.24% examples, 176541 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:27,188 : INFO : EPOCH 5 - PROGRESS: at 83.34% examples, 176547 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:28,233 : INFO : EPOCH 5 - PROGRESS: at 83.43% examples, 176535 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:29,252 : INFO : EPOCH 5 - PROGRESS: at 83.53% examples, 176544 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:30,263 : INFO : EPOCH 5 - PROGRESS: at 83.61% examples, 176551 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:31,322 : INFO : EPOCH 5 - PROGRESS: at 83.71% examples, 176551 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:32,322 : INFO : EPOCH 5 - PROGRESS: at 83.81% examples, 176557 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:33,337 : INFO : EPOCH 5 - PROGRESS: at 83.90% examples, 176555 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:34,438 : INFO : EPOCH 5 - PROGRESS: at 84.01% examples, 176551 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:35,495 : INFO : EPOCH 5 - PROGRESS: at 84.12% examples, 176555 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:36,514 : INFO : EPOCH 5 - PROGRESS: at 84.21% examples, 176564 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:37,545 : INFO : EPOCH 5 - PROGRESS: at 84.32% examples, 176570 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:38,547 : INFO : EPOCH 5 - PROGRESS: at 84.40% examples, 176576 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:39,606 : INFO : EPOCH 5 - PROGRESS: at 84.50% examples, 176570 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:40,626 : INFO : EPOCH 5 - PROGRESS: at 84.60% examples, 176582 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:41,674 : INFO : EPOCH 5 - PROGRESS: at 84.69% examples, 176573 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:52:42,681 : INFO : EPOCH 5 - PROGRESS: at 84.80% examples, 176580 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:43,717 : INFO : EPOCH 5 - PROGRESS: at 84.89% examples, 176574 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:44,734 : INFO : EPOCH 5 - PROGRESS: at 84.99% examples, 176582 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:52:45,789 : INFO : EPOCH 5 - PROGRESS: at 85.09% examples, 176577 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:46,836 : INFO : EPOCH 5 - PROGRESS: at 85.18% examples, 176580 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:47,883 : INFO : EPOCH 5 - PROGRESS: at 85.27% examples, 176579 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:48,902 : INFO : EPOCH 5 - PROGRESS: at 85.37% examples, 176586 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:49,939 : INFO : EPOCH 5 - PROGRESS: at 85.47% examples, 176583 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:50,972 : INFO : EPOCH 5 - PROGRESS: at 85.57% examples, 176575 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:51,985 : INFO : EPOCH 5 - PROGRESS: at 85.68% examples, 176588 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:53,059 : INFO : EPOCH 5 - PROGRESS: at 85.77% examples, 176579 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:52:54,091 : INFO : EPOCH 5 - PROGRESS: at 85.89% examples, 176590 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:55,102 : INFO : EPOCH 5 - PROGRESS: at 85.97% examples, 176584 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:52:56,103 : INFO : EPOCH 5 - PROGRESS: at 86.07% examples, 176584 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:52:57,104 : INFO : EPOCH 5 - PROGRESS: at 86.18% examples, 176593 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:58,143 : INFO : EPOCH 5 - PROGRESS: at 86.27% examples, 176593 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:52:59,185 : INFO : EPOCH 5 - PROGRESS: at 86.38% examples, 176601 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:00,198 : INFO : EPOCH 5 - PROGRESS: at 86.46% examples, 176603 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:01,212 : INFO : EPOCH 5 - PROGRESS: at 86.57% examples, 176610 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:02,218 : INFO : EPOCH 5 - PROGRESS: at 86.65% examples, 176608 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:03,301 : INFO : EPOCH 5 - PROGRESS: at 86.75% examples, 176602 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:04,307 : INFO : EPOCH 5 - PROGRESS: at 86.86% examples, 176612 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:05,329 : INFO : EPOCH 5 - PROGRESS: at 86.95% examples, 176613 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:06,335 : INFO : EPOCH 5 - PROGRESS: at 87.04% examples, 176608 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:53:07,365 : INFO : EPOCH 5 - PROGRESS: at 87.14% examples, 176617 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:08,401 : INFO : EPOCH 5 - PROGRESS: at 87.24% examples, 176607 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:09,429 : INFO : EPOCH 5 - PROGRESS: at 87.34% examples, 176604 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:10,440 : INFO : EPOCH 5 - PROGRESS: at 87.45% examples, 176620 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:11,505 : INFO : EPOCH 5 - PROGRESS: at 87.54% examples, 176603 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:12,521 : INFO : EPOCH 5 - PROGRESS: at 87.64% examples, 176600 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:53:13,587 : INFO : EPOCH 5 - PROGRESS: at 87.74% examples, 176594 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:14,631 : INFO : EPOCH 5 - PROGRESS: at 87.83% examples, 176595 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:15,644 : INFO : EPOCH 5 - PROGRESS: at 87.92% examples, 176554 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:16,682 : INFO : EPOCH 5 - PROGRESS: at 88.01% examples, 176527 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:17,813 : INFO : EPOCH 5 - PROGRESS: at 88.11% examples, 176517 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:18,858 : INFO : EPOCH 5 - PROGRESS: at 88.20% examples, 176526 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:19,868 : INFO : EPOCH 5 - PROGRESS: at 88.30% examples, 176536 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:20,975 : INFO : EPOCH 5 - PROGRESS: at 88.42% examples, 176534 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:22,009 : INFO : EPOCH 5 - PROGRESS: at 88.52% examples, 176541 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:23,026 : INFO : EPOCH 5 - PROGRESS: at 88.62% examples, 176537 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:24,047 : INFO : EPOCH 5 - PROGRESS: at 88.72% examples, 176543 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:25,073 : INFO : EPOCH 5 - PROGRESS: at 88.81% examples, 176535 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:26,086 : INFO : EPOCH 5 - PROGRESS: at 88.93% examples, 176537 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:27,145 : INFO : EPOCH 5 - PROGRESS: at 89.01% examples, 176539 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:28,146 : INFO : EPOCH 5 - PROGRESS: at 89.10% examples, 176543 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:29,193 : INFO : EPOCH 5 - PROGRESS: at 89.19% examples, 176536 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:30,209 : INFO : EPOCH 5 - PROGRESS: at 89.28% examples, 176537 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:31,254 : INFO : EPOCH 5 - PROGRESS: at 89.38% examples, 176549 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:32,270 : INFO : EPOCH 5 - PROGRESS: at 89.48% examples, 176546 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:53:33,271 : INFO : EPOCH 5 - PROGRESS: at 89.58% examples, 176559 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:34,347 : INFO : EPOCH 5 - PROGRESS: at 89.68% examples, 176544 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:35,381 : INFO : EPOCH 5 - PROGRESS: at 89.79% examples, 176563 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:36,393 : INFO : EPOCH 5 - PROGRESS: at 89.89% examples, 176564 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:37,471 : INFO : EPOCH 5 - PROGRESS: at 90.00% examples, 176566 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:38,483 : INFO : EPOCH 5 - PROGRESS: at 90.10% examples, 176571 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:39,561 : INFO : EPOCH 5 - PROGRESS: at 90.20% examples, 176566 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:53:40,572 : INFO : EPOCH 5 - PROGRESS: at 90.30% examples, 176569 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:41,627 : INFO : EPOCH 5 - PROGRESS: at 90.38% examples, 176577 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:42,682 : INFO : EPOCH 5 - PROGRESS: at 90.46% examples, 176573 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:43,733 : INFO : EPOCH 5 - PROGRESS: at 90.57% examples, 176576 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:53:44,853 : INFO : EPOCH 5 - PROGRESS: at 90.67% examples, 176570 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:53:45,891 : INFO : EPOCH 5 - PROGRESS: at 90.77% examples, 176572 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:46,903 : INFO : EPOCH 5 - PROGRESS: at 90.87% examples, 176582 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:47,953 : INFO : EPOCH 5 - PROGRESS: at 90.97% examples, 176580 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:48,963 : INFO : EPOCH 5 - PROGRESS: at 91.06% examples, 176590 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:50,008 : INFO : EPOCH 5 - PROGRESS: at 91.16% examples, 176591 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:51,052 : INFO : EPOCH 5 - PROGRESS: at 91.26% examples, 176588 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:52,054 : INFO : EPOCH 5 - PROGRESS: at 91.38% examples, 176606 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:53,076 : INFO : EPOCH 5 - PROGRESS: at 91.47% examples, 176606 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:54,084 : INFO : EPOCH 5 - PROGRESS: at 91.55% examples, 176594 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:55,169 : INFO : EPOCH 5 - PROGRESS: at 91.64% examples, 176592 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:56,176 : INFO : EPOCH 5 - PROGRESS: at 91.74% examples, 176595 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:53:57,185 : INFO : EPOCH 5 - PROGRESS: at 91.83% examples, 176599 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:53:58,200 : INFO : EPOCH 5 - PROGRESS: at 91.92% examples, 176612 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:53:59,239 : INFO : EPOCH 5 - PROGRESS: at 92.03% examples, 176607 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:00,314 : INFO : EPOCH 5 - PROGRESS: at 92.10% examples, 176603 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:01,398 : INFO : EPOCH 5 - PROGRESS: at 92.23% examples, 176599 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:02,401 : INFO : EPOCH 5 - PROGRESS: at 92.33% examples, 176608 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:03,443 : INFO : EPOCH 5 - PROGRESS: at 92.43% examples, 176616 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:04,453 : INFO : EPOCH 5 - PROGRESS: at 92.53% examples, 176613 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:05,464 : INFO : EPOCH 5 - PROGRESS: at 92.61% examples, 176615 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:06,490 : INFO : EPOCH 5 - PROGRESS: at 92.71% examples, 176620 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:07,498 : INFO : EPOCH 5 - PROGRESS: at 92.80% examples, 176621 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:08,543 : INFO : EPOCH 5 - PROGRESS: at 92.89% examples, 176622 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:09,574 : INFO : EPOCH 5 - PROGRESS: at 92.99% examples, 176632 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:10,586 : INFO : EPOCH 5 - PROGRESS: at 93.06% examples, 176637 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:11,621 : INFO : EPOCH 5 - PROGRESS: at 93.14% examples, 176629 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:12,625 : INFO : EPOCH 5 - PROGRESS: at 93.22% examples, 176623 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:54:13,737 : INFO : EPOCH 5 - PROGRESS: at 93.33% examples, 176629 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:14,767 : INFO : EPOCH 5 - PROGRESS: at 93.44% examples, 176640 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:15,771 : INFO : EPOCH 5 - PROGRESS: at 93.54% examples, 176640 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:16,825 : INFO : EPOCH 5 - PROGRESS: at 93.63% examples, 176637 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:17,865 : INFO : EPOCH 5 - PROGRESS: at 93.73% examples, 176640 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:18,895 : INFO : EPOCH 5 - PROGRESS: at 93.84% examples, 176645 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:19,975 : INFO : EPOCH 5 - PROGRESS: at 93.93% examples, 176648 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:20,979 : INFO : EPOCH 5 - PROGRESS: at 94.02% examples, 176655 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:22,007 : INFO : EPOCH 5 - PROGRESS: at 94.13% examples, 176651 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:23,048 : INFO : EPOCH 5 - PROGRESS: at 94.23% examples, 176655 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:24,083 : INFO : EPOCH 5 - PROGRESS: at 94.32% examples, 176656 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:25,095 : INFO : EPOCH 5 - PROGRESS: at 94.42% examples, 176664 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:26,138 : INFO : EPOCH 5 - PROGRESS: at 94.52% examples, 176655 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:27,148 : INFO : EPOCH 5 - PROGRESS: at 94.62% examples, 176660 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:28,165 : INFO : EPOCH 5 - PROGRESS: at 94.72% examples, 176665 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:29,182 : INFO : EPOCH 5 - PROGRESS: at 94.82% examples, 176666 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:30,184 : INFO : EPOCH 5 - PROGRESS: at 94.93% examples, 176684 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:31,260 : INFO : EPOCH 5 - PROGRESS: at 95.02% examples, 176671 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:32,292 : INFO : EPOCH 5 - PROGRESS: at 95.10% examples, 176670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:33,296 : INFO : EPOCH 5 - PROGRESS: at 95.21% examples, 176676 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:34,345 : INFO : EPOCH 5 - PROGRESS: at 95.29% examples, 176676 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:35,437 : INFO : EPOCH 5 - PROGRESS: at 95.38% examples, 176674 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:54:36,493 : INFO : EPOCH 5 - PROGRESS: at 95.49% examples, 176674 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:37,511 : INFO : EPOCH 5 - PROGRESS: at 95.58% examples, 176682 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:38,515 : INFO : EPOCH 5 - PROGRESS: at 95.67% examples, 176680 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:39,567 : INFO : EPOCH 5 - PROGRESS: at 95.77% examples, 176676 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:54:40,592 : INFO : EPOCH 5 - PROGRESS: at 95.85% examples, 176681 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:41,681 : INFO : EPOCH 5 - PROGRESS: at 95.96% examples, 176679 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:42,711 : INFO : EPOCH 5 - PROGRESS: at 96.06% examples, 176686 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:43,750 : INFO : EPOCH 5 - PROGRESS: at 96.17% examples, 176692 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:44,781 : INFO : EPOCH 5 - PROGRESS: at 96.25% examples, 176689 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:54:45,808 : INFO : EPOCH 5 - PROGRESS: at 96.35% examples, 176696 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:46,840 : INFO : EPOCH 5 - PROGRESS: at 96.44% examples, 176692 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:47,894 : INFO : EPOCH 5 - PROGRESS: at 96.55% examples, 176695 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:48,945 : INFO : EPOCH 5 - PROGRESS: at 96.64% examples, 176696 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:49,961 : INFO : EPOCH 5 - PROGRESS: at 96.73% examples, 176692 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:51,021 : INFO : EPOCH 5 - PROGRESS: at 96.83% examples, 176691 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:54:52,028 : INFO : EPOCH 5 - PROGRESS: at 96.93% examples, 176704 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:53,061 : INFO : EPOCH 5 - PROGRESS: at 97.01% examples, 176689 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:54,112 : INFO : EPOCH 5 - PROGRESS: at 97.11% examples, 176691 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:55,113 : INFO : EPOCH 5 - PROGRESS: at 97.21% examples, 176701 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:56,124 : INFO : EPOCH 5 - PROGRESS: at 97.30% examples, 176696 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:57,239 : INFO : EPOCH 5 - PROGRESS: at 97.41% examples, 176700 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:58,263 : INFO : EPOCH 5 - PROGRESS: at 97.52% examples, 176706 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:54:59,265 : INFO : EPOCH 5 - PROGRESS: at 97.63% examples, 176710 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:00,274 : INFO : EPOCH 5 - PROGRESS: at 97.74% examples, 176709 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:55:01,302 : INFO : EPOCH 5 - PROGRESS: at 97.85% examples, 176706 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:55:02,322 : INFO : EPOCH 5 - PROGRESS: at 97.95% examples, 176709 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:03,329 : INFO : EPOCH 5 - PROGRESS: at 98.05% examples, 176717 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:04,352 : INFO : EPOCH 5 - PROGRESS: at 98.16% examples, 176708 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:05,391 : INFO : EPOCH 5 - PROGRESS: at 98.25% examples, 176716 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:06,417 : INFO : EPOCH 5 - PROGRESS: at 98.34% examples, 176715 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:07,463 : INFO : EPOCH 5 - PROGRESS: at 98.43% examples, 176714 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:08,498 : INFO : EPOCH 5 - PROGRESS: at 98.54% examples, 176709 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:55:09,528 : INFO : EPOCH 5 - PROGRESS: at 98.64% examples, 176723 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:10,549 : INFO : EPOCH 5 - PROGRESS: at 98.72% examples, 176716 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:11,590 : INFO : EPOCH 5 - PROGRESS: at 98.81% examples, 176712 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:12,618 : INFO : EPOCH 5 - PROGRESS: at 98.91% examples, 176721 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:13,620 : INFO : EPOCH 5 - PROGRESS: at 99.01% examples, 176719 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:14,656 : INFO : EPOCH 5 - PROGRESS: at 99.12% examples, 176708 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:15,681 : INFO : EPOCH 5 - PROGRESS: at 99.21% examples, 176713 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:16,728 : INFO : EPOCH 5 - PROGRESS: at 99.30% examples, 176712 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:17,729 : INFO : EPOCH 5 - PROGRESS: at 99.41% examples, 176714 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:18,788 : INFO : EPOCH 5 - PROGRESS: at 99.50% examples, 176711 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:55:19,792 : INFO : EPOCH 5 - PROGRESS: at 99.59% examples, 176724 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:20,802 : INFO : EPOCH 5 - PROGRESS: at 99.68% examples, 176714 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:21,830 : INFO : EPOCH 5 - PROGRESS: at 99.78% examples, 176721 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:22,875 : INFO : EPOCH 5 - PROGRESS: at 99.87% examples, 176717 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:23,932 : INFO : EPOCH 5 - PROGRESS: at 99.97% examples, 176720 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:24,312 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 19:55:24,316 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 19:55:24,322 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 19:55:24,355 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 19:55:24,356 : INFO : EPOCH - 5 : training on 247361374 raw words (187346750 effective words) took 1060.1s, 176731 effective words/s
2020-07-16 19:55:25,368 : INFO : EPOCH 6 - PROGRESS: at 0.09% examples, 163460 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:26,502 : INFO : EPOCH 6 - PROGRESS: at 0.19% examples, 165025 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:27,536 : INFO : EPOCH 6 - PROGRESS: at 0.30% examples, 171142 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:28,572 : INFO : EPOCH 6 - PROGRESS: at 0.39% examples, 173963 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:29,581 : INFO : EPOCH 6 - PROGRESS: at 0.49% examples, 175016 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:30,652 : INFO : EPOCH 6 - PROGRESS: at 0.60% examples, 175315 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:31,725 : INFO : EPOCH 6 - PROGRESS: at 0.72% examples, 176464 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:32,748 : INFO : EPOCH 6 - PROGRESS: at 0.82% examples, 176428 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:33,824 : INFO : EPOCH 6 - PROGRESS: at 0.93% examples, 175660 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:34,833 : INFO : EPOCH 6 - PROGRESS: at 1.03% examples, 177484 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:35,881 : INFO : EPOCH 6 - PROGRESS: at 1.12% examples, 177488 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:36,902 : INFO : EPOCH 6 - PROGRESS: at 1.21% examples, 177093 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:37,941 : INFO : EPOCH 6 - PROGRESS: at 1.31% examples, 177362 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:39,015 : INFO : EPOCH 6 - PROGRESS: at 1.41% examples, 177256 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:40,023 : INFO : EPOCH 6 - PROGRESS: at 1.52% examples, 177908 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:55:41,085 : INFO : EPOCH 6 - PROGRESS: at 1.61% examples, 177297 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:42,130 : INFO : EPOCH 6 - PROGRESS: at 1.71% examples, 177992 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:43,176 : INFO : EPOCH 6 - PROGRESS: at 1.80% examples, 177438 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:44,193 : INFO : EPOCH 6 - PROGRESS: at 1.91% examples, 177562 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:45,209 : INFO : EPOCH 6 - PROGRESS: at 2.01% examples, 178120 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:46,222 : INFO : EPOCH 6 - PROGRESS: at 2.11% examples, 177910 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:47,232 : INFO : EPOCH 6 - PROGRESS: at 2.21% examples, 178236 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:48,265 : INFO : EPOCH 6 - PROGRESS: at 2.32% examples, 178093 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:49,276 : INFO : EPOCH 6 - PROGRESS: at 2.40% examples, 177839 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:50,287 : INFO : EPOCH 6 - PROGRESS: at 2.50% examples, 177836 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:51,299 : INFO : EPOCH 6 - PROGRESS: at 2.59% examples, 178023 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:52,364 : INFO : EPOCH 6 - PROGRESS: at 2.67% examples, 178110 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:53,374 : INFO : EPOCH 6 - PROGRESS: at 2.76% examples, 177868 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:54,446 : INFO : EPOCH 6 - PROGRESS: at 2.85% examples, 177958 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:55,460 : INFO : EPOCH 6 - PROGRESS: at 2.94% examples, 177733 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:56,473 : INFO : EPOCH 6 - PROGRESS: at 3.02% examples, 177693 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:57,492 : INFO : EPOCH 6 - PROGRESS: at 3.12% examples, 177765 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:58,519 : INFO : EPOCH 6 - PROGRESS: at 3.22% examples, 177838 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:55:59,526 : INFO : EPOCH 6 - PROGRESS: at 3.32% examples, 177727 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:56:00,531 : INFO : EPOCH 6 - PROGRESS: at 3.43% examples, 177678 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:56:01,555 : INFO : EPOCH 6 - PROGRESS: at 3.51% examples, 177758 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:02,569 : INFO : EPOCH 6 - PROGRESS: at 3.61% examples, 177888 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:03,582 : INFO : EPOCH 6 - PROGRESS: at 3.73% examples, 178009 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:04,641 : INFO : EPOCH 6 - PROGRESS: at 3.82% examples, 177684 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:05,654 : INFO : EPOCH 6 - PROGRESS: at 3.92% examples, 177877 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:06,662 : INFO : EPOCH 6 - PROGRESS: at 4.02% examples, 177809 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:56:07,675 : INFO : EPOCH 6 - PROGRESS: at 4.13% examples, 177841 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:08,721 : INFO : EPOCH 6 - PROGRESS: at 4.23% examples, 177923 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:09,721 : INFO : EPOCH 6 - PROGRESS: at 4.32% examples, 178020 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:10,744 : INFO : EPOCH 6 - PROGRESS: at 4.41% examples, 177866 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:56:11,757 : INFO : EPOCH 6 - PROGRESS: at 4.52% examples, 177937 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:12,786 : INFO : EPOCH 6 - PROGRESS: at 4.60% examples, 177835 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:13,797 : INFO : EPOCH 6 - PROGRESS: at 4.70% examples, 177906 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:14,805 : INFO : EPOCH 6 - PROGRESS: at 4.80% examples, 177900 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:15,832 : INFO : EPOCH 6 - PROGRESS: at 4.91% examples, 177820 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:16,842 : INFO : EPOCH 6 - PROGRESS: at 5.00% examples, 177697 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:17,879 : INFO : EPOCH 6 - PROGRESS: at 5.12% examples, 177749 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:18,907 : INFO : EPOCH 6 - PROGRESS: at 5.21% examples, 177869 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:19,923 : INFO : EPOCH 6 - PROGRESS: at 5.30% examples, 177827 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:20,995 : INFO : EPOCH 6 - PROGRESS: at 5.41% examples, 177704 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:56:22,051 : INFO : EPOCH 6 - PROGRESS: at 5.52% examples, 177890 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:23,068 : INFO : EPOCH 6 - PROGRESS: at 5.63% examples, 177876 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:24,087 : INFO : EPOCH 6 - PROGRESS: at 5.71% examples, 177930 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:25,097 : INFO : EPOCH 6 - PROGRESS: at 5.79% examples, 177778 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:26,113 : INFO : EPOCH 6 - PROGRESS: at 5.90% examples, 177989 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:56:27,160 : INFO : EPOCH 6 - PROGRESS: at 5.99% examples, 177766 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:28,193 : INFO : EPOCH 6 - PROGRESS: at 6.10% examples, 177875 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:56:29,228 : INFO : EPOCH 6 - PROGRESS: at 6.20% examples, 177920 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:30,231 : INFO : EPOCH 6 - PROGRESS: at 6.30% examples, 177955 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:31,305 : INFO : EPOCH 6 - PROGRESS: at 6.40% examples, 177896 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:32,366 : INFO : EPOCH 6 - PROGRESS: at 6.50% examples, 177936 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:33,370 : INFO : EPOCH 6 - PROGRESS: at 6.58% examples, 177968 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:56:34,383 : INFO : EPOCH 6 - PROGRESS: at 6.67% examples, 177926 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:35,406 : INFO : EPOCH 6 - PROGRESS: at 6.76% examples, 177903 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:36,466 : INFO : EPOCH 6 - PROGRESS: at 6.87% examples, 177906 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:37,469 : INFO : EPOCH 6 - PROGRESS: at 6.96% examples, 178004 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:38,485 : INFO : EPOCH 6 - PROGRESS: at 7.05% examples, 177855 words/s, in_qsize 6, out_qsize 1
2020-07-16 19:56:39,489 : INFO : EPOCH 6 - PROGRESS: at 7.15% examples, 177962 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:56:40,508 : INFO : EPOCH 6 - PROGRESS: at 7.24% examples, 177894 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:41,560 : INFO : EPOCH 6 - PROGRESS: at 7.34% examples, 177926 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:56:42,588 : INFO : EPOCH 6 - PROGRESS: at 7.42% examples, 177876 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:43,589 : INFO : EPOCH 6 - PROGRESS: at 7.53% examples, 177964 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:44,627 : INFO : EPOCH 6 - PROGRESS: at 7.63% examples, 177905 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:56:45,633 : INFO : EPOCH 6 - PROGRESS: at 7.72% examples, 177919 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:56:46,685 : INFO : EPOCH 6 - PROGRESS: at 7.81% examples, 177885 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:47,812 : INFO : EPOCH 6 - PROGRESS: at 7.91% examples, 177845 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:48,830 : INFO : EPOCH 6 - PROGRESS: at 8.01% examples, 177915 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:49,875 : INFO : EPOCH 6 - PROGRESS: at 8.11% examples, 177912 words/s, in_qsize 7, out_qsize 1
2020-07-16 19:56:50,892 : INFO : EPOCH 6 - PROGRESS: at 8.20% examples, 177950 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:56:51,911 : INFO : EPOCH 6 - PROGRESS: at 8.30% examples, 177968 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:56:52,922 : INFO : EPOCH 6 - PROGRESS: at 8.39% examples, 177948 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:53,981 : INFO : EPOCH 6 - PROGRESS: at 8.49% examples, 177964 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:55,028 : INFO : EPOCH 6 - PROGRESS: at 8.59% examples, 178045 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:56:56,052 : INFO : EPOCH 6 - PROGRESS: at 8.72% examples, 178168 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:57,059 : INFO : EPOCH 6 - PROGRESS: at 8.83% examples, 178108 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:58,116 : INFO : EPOCH 6 - PROGRESS: at 8.92% examples, 178081 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:56:59,122 : INFO : EPOCH 6 - PROGRESS: at 9.01% examples, 177988 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:00,128 : INFO : EPOCH 6 - PROGRESS: at 9.10% examples, 178068 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:01,187 : INFO : EPOCH 6 - PROGRESS: at 9.20% examples, 178025 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:02,280 : INFO : EPOCH 6 - PROGRESS: at 9.29% examples, 177998 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:03,291 : INFO : EPOCH 6 - PROGRESS: at 9.39% examples, 178084 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:04,372 : INFO : EPOCH 6 - PROGRESS: at 9.50% examples, 178014 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:57:05,390 : INFO : EPOCH 6 - PROGRESS: at 9.59% examples, 178045 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:06,491 : INFO : EPOCH 6 - PROGRESS: at 9.70% examples, 178069 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:07,529 : INFO : EPOCH 6 - PROGRESS: at 9.80% examples, 178070 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:08,552 : INFO : EPOCH 6 - PROGRESS: at 9.89% examples, 178056 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:09,570 : INFO : EPOCH 6 - PROGRESS: at 10.00% examples, 178109 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:57:10,596 : INFO : EPOCH 6 - PROGRESS: at 10.08% examples, 178140 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:57:11,618 : INFO : EPOCH 6 - PROGRESS: at 10.18% examples, 178143 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:57:12,643 : INFO : EPOCH 6 - PROGRESS: at 10.25% examples, 178114 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:13,651 : INFO : EPOCH 6 - PROGRESS: at 10.33% examples, 178122 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:14,681 : INFO : EPOCH 6 - PROGRESS: at 10.44% examples, 178114 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:57:15,690 : INFO : EPOCH 6 - PROGRESS: at 10.54% examples, 178039 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:16,696 : INFO : EPOCH 6 - PROGRESS: at 10.66% examples, 178110 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:17,727 : INFO : EPOCH 6 - PROGRESS: at 10.76% examples, 177964 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:18,745 : INFO : EPOCH 6 - PROGRESS: at 10.85% examples, 178049 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:19,771 : INFO : EPOCH 6 - PROGRESS: at 10.94% examples, 178058 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:20,787 : INFO : EPOCH 6 - PROGRESS: at 11.05% examples, 177987 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:21,888 : INFO : EPOCH 6 - PROGRESS: at 11.15% examples, 177975 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:22,893 : INFO : EPOCH 6 - PROGRESS: at 11.24% examples, 177989 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:23,951 : INFO : EPOCH 6 - PROGRESS: at 11.33% examples, 177963 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:24,995 : INFO : EPOCH 6 - PROGRESS: at 11.43% examples, 177976 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:26,004 : INFO : EPOCH 6 - PROGRESS: at 11.53% examples, 178021 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:27,058 : INFO : EPOCH 6 - PROGRESS: at 11.64% examples, 178029 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:28,075 : INFO : EPOCH 6 - PROGRESS: at 11.73% examples, 178027 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:29,107 : INFO : EPOCH 6 - PROGRESS: at 11.83% examples, 177977 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:30,163 : INFO : EPOCH 6 - PROGRESS: at 11.93% examples, 178007 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:31,181 : INFO : EPOCH 6 - PROGRESS: at 12.02% examples, 178028 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:32,193 : INFO : EPOCH 6 - PROGRESS: at 12.10% examples, 177955 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:33,237 : INFO : EPOCH 6 - PROGRESS: at 12.21% examples, 177999 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:34,238 : INFO : EPOCH 6 - PROGRESS: at 12.31% examples, 177992 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:35,258 : INFO : EPOCH 6 - PROGRESS: at 12.40% examples, 178074 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:36,287 : INFO : EPOCH 6 - PROGRESS: at 12.50% examples, 178074 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:37,376 : INFO : EPOCH 6 - PROGRESS: at 12.59% examples, 177956 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:38,407 : INFO : EPOCH 6 - PROGRESS: at 12.68% examples, 178009 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:57:39,425 : INFO : EPOCH 6 - PROGRESS: at 12.79% examples, 178022 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:40,430 : INFO : EPOCH 6 - PROGRESS: at 12.88% examples, 178024 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:41,465 : INFO : EPOCH 6 - PROGRESS: at 12.97% examples, 177968 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:57:42,525 : INFO : EPOCH 6 - PROGRESS: at 13.05% examples, 177965 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:43,531 : INFO : EPOCH 6 - PROGRESS: at 13.15% examples, 178023 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:44,633 : INFO : EPOCH 6 - PROGRESS: at 13.25% examples, 177894 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:45,662 : INFO : EPOCH 6 - PROGRESS: at 13.35% examples, 177933 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:46,731 : INFO : EPOCH 6 - PROGRESS: at 13.45% examples, 177874 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:47,764 : INFO : EPOCH 6 - PROGRESS: at 13.54% examples, 177790 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:48,768 : INFO : EPOCH 6 - PROGRESS: at 13.62% examples, 177651 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:49,787 : INFO : EPOCH 6 - PROGRESS: at 13.70% examples, 177427 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:50,813 : INFO : EPOCH 6 - PROGRESS: at 13.79% examples, 177454 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:51,863 : INFO : EPOCH 6 - PROGRESS: at 13.89% examples, 177453 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:52,883 : INFO : EPOCH 6 - PROGRESS: at 13.98% examples, 177436 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:53,915 : INFO : EPOCH 6 - PROGRESS: at 14.09% examples, 177444 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:54,942 : INFO : EPOCH 6 - PROGRESS: at 14.20% examples, 177452 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:55,966 : INFO : EPOCH 6 - PROGRESS: at 14.30% examples, 177436 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:56,981 : INFO : EPOCH 6 - PROGRESS: at 14.41% examples, 177434 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:57,986 : INFO : EPOCH 6 - PROGRESS: at 14.50% examples, 177394 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:58,995 : INFO : EPOCH 6 - PROGRESS: at 14.60% examples, 177399 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:57:59,998 : INFO : EPOCH 6 - PROGRESS: at 14.70% examples, 177451 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:01,021 : INFO : EPOCH 6 - PROGRESS: at 14.79% examples, 177480 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:02,025 : INFO : EPOCH 6 - PROGRESS: at 14.86% examples, 177440 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:03,028 : INFO : EPOCH 6 - PROGRESS: at 14.96% examples, 177417 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:04,072 : INFO : EPOCH 6 - PROGRESS: at 15.06% examples, 177435 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:05,104 : INFO : EPOCH 6 - PROGRESS: at 15.17% examples, 177499 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:06,174 : INFO : EPOCH 6 - PROGRESS: at 15.26% examples, 177490 words/s, in_qsize 7, out_qsize 2
2020-07-16 19:58:07,196 : INFO : EPOCH 6 - PROGRESS: at 15.36% examples, 177476 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:08,221 : INFO : EPOCH 6 - PROGRESS: at 15.47% examples, 177515 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:58:09,222 : INFO : EPOCH 6 - PROGRESS: at 15.57% examples, 177521 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:10,246 : INFO : EPOCH 6 - PROGRESS: at 15.67% examples, 177577 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:11,276 : INFO : EPOCH 6 - PROGRESS: at 15.77% examples, 177526 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:12,341 : INFO : EPOCH 6 - PROGRESS: at 15.89% examples, 177534 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:13,409 : INFO : EPOCH 6 - PROGRESS: at 15.99% examples, 177501 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:14,426 : INFO : EPOCH 6 - PROGRESS: at 16.09% examples, 177526 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:15,477 : INFO : EPOCH 6 - PROGRESS: at 16.19% examples, 177530 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:16,527 : INFO : EPOCH 6 - PROGRESS: at 16.30% examples, 177584 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:17,569 : INFO : EPOCH 6 - PROGRESS: at 16.41% examples, 177598 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:58:18,604 : INFO : EPOCH 6 - PROGRESS: at 16.52% examples, 177539 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:19,713 : INFO : EPOCH 6 - PROGRESS: at 16.62% examples, 177536 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:20,735 : INFO : EPOCH 6 - PROGRESS: at 16.72% examples, 177504 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:21,792 : INFO : EPOCH 6 - PROGRESS: at 16.82% examples, 177530 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:22,816 : INFO : EPOCH 6 - PROGRESS: at 16.91% examples, 177573 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:23,821 : INFO : EPOCH 6 - PROGRESS: at 17.00% examples, 177555 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:24,859 : INFO : EPOCH 6 - PROGRESS: at 17.09% examples, 177553 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:25,903 : INFO : EPOCH 6 - PROGRESS: at 17.18% examples, 177576 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:26,926 : INFO : EPOCH 6 - PROGRESS: at 17.28% examples, 177586 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:28,034 : INFO : EPOCH 6 - PROGRESS: at 17.39% examples, 177546 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:29,047 : INFO : EPOCH 6 - PROGRESS: at 17.49% examples, 177587 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:30,087 : INFO : EPOCH 6 - PROGRESS: at 17.59% examples, 177588 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:31,111 : INFO : EPOCH 6 - PROGRESS: at 17.67% examples, 177618 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:32,122 : INFO : EPOCH 6 - PROGRESS: at 17.78% examples, 177587 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:58:33,134 : INFO : EPOCH 6 - PROGRESS: at 17.87% examples, 177646 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:34,158 : INFO : EPOCH 6 - PROGRESS: at 17.98% examples, 177649 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:35,170 : INFO : EPOCH 6 - PROGRESS: at 18.07% examples, 177651 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:36,209 : INFO : EPOCH 6 - PROGRESS: at 18.16% examples, 177618 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:37,212 : INFO : EPOCH 6 - PROGRESS: at 18.23% examples, 177643 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:38,215 : INFO : EPOCH 6 - PROGRESS: at 18.33% examples, 177615 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:39,235 : INFO : EPOCH 6 - PROGRESS: at 18.43% examples, 177655 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:40,306 : INFO : EPOCH 6 - PROGRESS: at 18.51% examples, 177602 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:41,318 : INFO : EPOCH 6 - PROGRESS: at 18.60% examples, 177611 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:42,319 : INFO : EPOCH 6 - PROGRESS: at 18.71% examples, 177650 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:43,348 : INFO : EPOCH 6 - PROGRESS: at 18.81% examples, 177638 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:44,368 : INFO : EPOCH 6 - PROGRESS: at 18.88% examples, 177598 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:45,386 : INFO : EPOCH 6 - PROGRESS: at 18.99% examples, 177620 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:46,429 : INFO : EPOCH 6 - PROGRESS: at 19.10% examples, 177632 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:47,467 : INFO : EPOCH 6 - PROGRESS: at 19.20% examples, 177623 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:48,469 : INFO : EPOCH 6 - PROGRESS: at 19.31% examples, 177688 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:49,477 : INFO : EPOCH 6 - PROGRESS: at 19.38% examples, 177648 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:50,506 : INFO : EPOCH 6 - PROGRESS: at 19.50% examples, 177657 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:51,506 : INFO : EPOCH 6 - PROGRESS: at 19.59% examples, 177676 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:52,507 : INFO : EPOCH 6 - PROGRESS: at 19.69% examples, 177691 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:53,572 : INFO : EPOCH 6 - PROGRESS: at 19.79% examples, 177686 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:54,587 : INFO : EPOCH 6 - PROGRESS: at 19.90% examples, 177738 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:55,622 : INFO : EPOCH 6 - PROGRESS: at 20.01% examples, 177717 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:56,622 : INFO : EPOCH 6 - PROGRESS: at 20.13% examples, 177717 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:58:57,664 : INFO : EPOCH 6 - PROGRESS: at 20.23% examples, 177710 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:58,711 : INFO : EPOCH 6 - PROGRESS: at 20.31% examples, 177667 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:58:59,756 : INFO : EPOCH 6 - PROGRESS: at 20.41% examples, 177693 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:00,788 : INFO : EPOCH 6 - PROGRESS: at 20.52% examples, 177691 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:01,856 : INFO : EPOCH 6 - PROGRESS: at 20.63% examples, 177680 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:02,930 : INFO : EPOCH 6 - PROGRESS: at 20.73% examples, 177669 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:03,940 : INFO : EPOCH 6 - PROGRESS: at 20.82% examples, 177657 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:04,968 : INFO : EPOCH 6 - PROGRESS: at 20.93% examples, 177704 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:05,982 : INFO : EPOCH 6 - PROGRESS: at 21.03% examples, 177743 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:07,041 : INFO : EPOCH 6 - PROGRESS: at 21.13% examples, 177686 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:59:08,062 : INFO : EPOCH 6 - PROGRESS: at 21.22% examples, 177659 words/s, in_qsize 8, out_qsize 1
2020-07-16 19:59:09,074 : INFO : EPOCH 6 - PROGRESS: at 21.32% examples, 177663 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:10,103 : INFO : EPOCH 6 - PROGRESS: at 21.40% examples, 177646 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:11,135 : INFO : EPOCH 6 - PROGRESS: at 21.51% examples, 177631 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:12,143 : INFO : EPOCH 6 - PROGRESS: at 21.62% examples, 177634 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:13,183 : INFO : EPOCH 6 - PROGRESS: at 21.71% examples, 177657 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:59:14,203 : INFO : EPOCH 6 - PROGRESS: at 21.80% examples, 177599 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:15,210 : INFO : EPOCH 6 - PROGRESS: at 21.92% examples, 177659 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:16,217 : INFO : EPOCH 6 - PROGRESS: at 22.02% examples, 177658 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:17,229 : INFO : EPOCH 6 - PROGRESS: at 22.10% examples, 177595 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:18,262 : INFO : EPOCH 6 - PROGRESS: at 22.20% examples, 177616 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:19,301 : INFO : EPOCH 6 - PROGRESS: at 22.28% examples, 177630 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:20,324 : INFO : EPOCH 6 - PROGRESS: at 22.38% examples, 177662 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:21,332 : INFO : EPOCH 6 - PROGRESS: at 22.48% examples, 177663 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:22,368 : INFO : EPOCH 6 - PROGRESS: at 22.57% examples, 177653 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:23,386 : INFO : EPOCH 6 - PROGRESS: at 22.66% examples, 177689 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:24,415 : INFO : EPOCH 6 - PROGRESS: at 22.75% examples, 177646 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:25,416 : INFO : EPOCH 6 - PROGRESS: at 22.86% examples, 177669 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:26,471 : INFO : EPOCH 6 - PROGRESS: at 22.97% examples, 177678 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:27,477 : INFO : EPOCH 6 - PROGRESS: at 23.05% examples, 177660 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:28,553 : INFO : EPOCH 6 - PROGRESS: at 23.16% examples, 177664 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:29,583 : INFO : EPOCH 6 - PROGRESS: at 23.26% examples, 177677 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:30,635 : INFO : EPOCH 6 - PROGRESS: at 23.36% examples, 177640 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:59:31,720 : INFO : EPOCH 6 - PROGRESS: at 23.45% examples, 177644 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:32,761 : INFO : EPOCH 6 - PROGRESS: at 23.55% examples, 177652 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:33,770 : INFO : EPOCH 6 - PROGRESS: at 23.66% examples, 177644 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:34,777 : INFO : EPOCH 6 - PROGRESS: at 23.75% examples, 177632 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:35,858 : INFO : EPOCH 6 - PROGRESS: at 23.84% examples, 177624 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:36,873 : INFO : EPOCH 6 - PROGRESS: at 23.93% examples, 177632 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:37,882 : INFO : EPOCH 6 - PROGRESS: at 24.03% examples, 177659 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:38,886 : INFO : EPOCH 6 - PROGRESS: at 24.13% examples, 177650 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:39,913 : INFO : EPOCH 6 - PROGRESS: at 24.22% examples, 177632 words/s, in_qsize 4, out_qsize 3
2020-07-16 19:59:41,020 : INFO : EPOCH 6 - PROGRESS: at 24.34% examples, 177629 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:42,085 : INFO : EPOCH 6 - PROGRESS: at 24.46% examples, 177632 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:43,114 : INFO : EPOCH 6 - PROGRESS: at 24.56% examples, 177678 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:44,122 : INFO : EPOCH 6 - PROGRESS: at 24.67% examples, 177683 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:45,162 : INFO : EPOCH 6 - PROGRESS: at 24.75% examples, 177670 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:46,192 : INFO : EPOCH 6 - PROGRESS: at 24.86% examples, 177648 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:47,214 : INFO : EPOCH 6 - PROGRESS: at 24.97% examples, 177659 words/s, in_qsize 8, out_qsize 0
2020-07-16 19:59:48,229 : INFO : EPOCH 6 - PROGRESS: at 25.07% examples, 177682 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:49,240 : INFO : EPOCH 6 - PROGRESS: at 25.17% examples, 177692 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:50,240 : INFO : EPOCH 6 - PROGRESS: at 25.27% examples, 177667 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:51,244 : INFO : EPOCH 6 - PROGRESS: at 25.38% examples, 177677 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:52,295 : INFO : EPOCH 6 - PROGRESS: at 25.46% examples, 177669 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:53,296 : INFO : EPOCH 6 - PROGRESS: at 25.56% examples, 177681 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:54,317 : INFO : EPOCH 6 - PROGRESS: at 25.65% examples, 177674 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:55,342 : INFO : EPOCH 6 - PROGRESS: at 25.75% examples, 177661 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:56,361 : INFO : EPOCH 6 - PROGRESS: at 25.86% examples, 177673 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:57,389 : INFO : EPOCH 6 - PROGRESS: at 25.96% examples, 177669 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:58,424 : INFO : EPOCH 6 - PROGRESS: at 26.06% examples, 177691 words/s, in_qsize 7, out_qsize 0
2020-07-16 19:59:59,446 : INFO : EPOCH 6 - PROGRESS: at 26.16% examples, 177699 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:00,451 : INFO : EPOCH 6 - PROGRESS: at 26.25% examples, 177647 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:01,501 : INFO : EPOCH 6 - PROGRESS: at 26.36% examples, 177637 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:00:02,530 : INFO : EPOCH 6 - PROGRESS: at 26.46% examples, 177658 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:03,570 : INFO : EPOCH 6 - PROGRESS: at 26.56% examples, 177652 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:04,610 : INFO : EPOCH 6 - PROGRESS: at 26.68% examples, 177660 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:05,648 : INFO : EPOCH 6 - PROGRESS: at 26.77% examples, 177654 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:06,715 : INFO : EPOCH 6 - PROGRESS: at 26.86% examples, 177665 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:07,729 : INFO : EPOCH 6 - PROGRESS: at 26.96% examples, 177660 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:08,773 : INFO : EPOCH 6 - PROGRESS: at 27.07% examples, 177658 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:00:09,776 : INFO : EPOCH 6 - PROGRESS: at 27.18% examples, 177689 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:10,790 : INFO : EPOCH 6 - PROGRESS: at 27.28% examples, 177669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:11,845 : INFO : EPOCH 6 - PROGRESS: at 27.37% examples, 177635 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:00:12,871 : INFO : EPOCH 6 - PROGRESS: at 27.46% examples, 177682 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:13,908 : INFO : EPOCH 6 - PROGRESS: at 27.57% examples, 177653 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:14,976 : INFO : EPOCH 6 - PROGRESS: at 27.67% examples, 177662 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:15,985 : INFO : EPOCH 6 - PROGRESS: at 27.78% examples, 177690 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:16,995 : INFO : EPOCH 6 - PROGRESS: at 27.86% examples, 177700 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:18,015 : INFO : EPOCH 6 - PROGRESS: at 27.95% examples, 177684 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:19,042 : INFO : EPOCH 6 - PROGRESS: at 28.04% examples, 177668 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:00:20,089 : INFO : EPOCH 6 - PROGRESS: at 28.14% examples, 177695 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:21,129 : INFO : EPOCH 6 - PROGRESS: at 28.24% examples, 177706 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:22,226 : INFO : EPOCH 6 - PROGRESS: at 28.35% examples, 177673 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:23,286 : INFO : EPOCH 6 - PROGRESS: at 28.47% examples, 177767 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:24,307 : INFO : EPOCH 6 - PROGRESS: at 28.56% examples, 177780 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:00:25,351 : INFO : EPOCH 6 - PROGRESS: at 28.66% examples, 177785 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:26,408 : INFO : EPOCH 6 - PROGRESS: at 28.76% examples, 177767 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:27,461 : INFO : EPOCH 6 - PROGRESS: at 28.85% examples, 177757 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:00:28,504 : INFO : EPOCH 6 - PROGRESS: at 28.95% examples, 177765 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:29,518 : INFO : EPOCH 6 - PROGRESS: at 29.04% examples, 177791 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:30,545 : INFO : EPOCH 6 - PROGRESS: at 29.13% examples, 177778 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:31,550 : INFO : EPOCH 6 - PROGRESS: at 29.22% examples, 177791 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:00:32,577 : INFO : EPOCH 6 - PROGRESS: at 29.33% examples, 177783 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:33,589 : INFO : EPOCH 6 - PROGRESS: at 29.41% examples, 177789 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:34,665 : INFO : EPOCH 6 - PROGRESS: at 29.51% examples, 177793 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:35,673 : INFO : EPOCH 6 - PROGRESS: at 29.61% examples, 177800 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:36,713 : INFO : EPOCH 6 - PROGRESS: at 29.71% examples, 177791 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:37,782 : INFO : EPOCH 6 - PROGRESS: at 29.82% examples, 177797 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:38,796 : INFO : EPOCH 6 - PROGRESS: at 29.90% examples, 177826 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:39,822 : INFO : EPOCH 6 - PROGRESS: at 30.00% examples, 177821 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:40,847 : INFO : EPOCH 6 - PROGRESS: at 30.08% examples, 177818 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:41,862 : INFO : EPOCH 6 - PROGRESS: at 30.18% examples, 177807 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:42,874 : INFO : EPOCH 6 - PROGRESS: at 30.26% examples, 177808 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:43,879 : INFO : EPOCH 6 - PROGRESS: at 30.36% examples, 177806 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:44,899 : INFO : EPOCH 6 - PROGRESS: at 30.45% examples, 177802 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:45,900 : INFO : EPOCH 6 - PROGRESS: at 30.55% examples, 177825 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:46,903 : INFO : EPOCH 6 - PROGRESS: at 30.65% examples, 177811 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:47,909 : INFO : EPOCH 6 - PROGRESS: at 30.75% examples, 177845 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:00:48,921 : INFO : EPOCH 6 - PROGRESS: at 30.85% examples, 177837 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:49,941 : INFO : EPOCH 6 - PROGRESS: at 30.95% examples, 177826 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:50,953 : INFO : EPOCH 6 - PROGRESS: at 31.04% examples, 177826 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:51,956 : INFO : EPOCH 6 - PROGRESS: at 31.15% examples, 177832 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:52,958 : INFO : EPOCH 6 - PROGRESS: at 31.25% examples, 177833 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:53,981 : INFO : EPOCH 6 - PROGRESS: at 31.37% examples, 177836 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:55,013 : INFO : EPOCH 6 - PROGRESS: at 31.47% examples, 177832 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:56,016 : INFO : EPOCH 6 - PROGRESS: at 31.56% examples, 177817 words/s, in_qsize 7, out_qsize 2
2020-07-16 20:00:57,033 : INFO : EPOCH 6 - PROGRESS: at 31.67% examples, 177838 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:58,059 : INFO : EPOCH 6 - PROGRESS: at 31.78% examples, 177831 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:00:59,071 : INFO : EPOCH 6 - PROGRESS: at 31.85% examples, 177824 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:00,076 : INFO : EPOCH 6 - PROGRESS: at 31.94% examples, 177831 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:01,098 : INFO : EPOCH 6 - PROGRESS: at 32.03% examples, 177848 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:02,116 : INFO : EPOCH 6 - PROGRESS: at 32.13% examples, 177860 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:03,126 : INFO : EPOCH 6 - PROGRESS: at 32.23% examples, 177876 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:04,170 : INFO : EPOCH 6 - PROGRESS: at 32.32% examples, 177855 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:05,182 : INFO : EPOCH 6 - PROGRESS: at 32.43% examples, 177858 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:01:06,256 : INFO : EPOCH 6 - PROGRESS: at 32.52% examples, 177865 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:07,280 : INFO : EPOCH 6 - PROGRESS: at 32.62% examples, 177885 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:08,309 : INFO : EPOCH 6 - PROGRESS: at 32.70% examples, 177872 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:09,309 : INFO : EPOCH 6 - PROGRESS: at 32.79% examples, 177867 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:10,348 : INFO : EPOCH 6 - PROGRESS: at 32.88% examples, 177857 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:11,406 : INFO : EPOCH 6 - PROGRESS: at 32.98% examples, 177841 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:12,454 : INFO : EPOCH 6 - PROGRESS: at 33.08% examples, 177862 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:13,539 : INFO : EPOCH 6 - PROGRESS: at 33.19% examples, 177865 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:14,597 : INFO : EPOCH 6 - PROGRESS: at 33.29% examples, 177876 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:15,606 : INFO : EPOCH 6 - PROGRESS: at 33.39% examples, 177863 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:16,649 : INFO : EPOCH 6 - PROGRESS: at 33.48% examples, 177868 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:17,720 : INFO : EPOCH 6 - PROGRESS: at 33.56% examples, 177857 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:18,737 : INFO : EPOCH 6 - PROGRESS: at 33.66% examples, 177851 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:19,813 : INFO : EPOCH 6 - PROGRESS: at 33.77% examples, 177853 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:20,825 : INFO : EPOCH 6 - PROGRESS: at 33.87% examples, 177855 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:21,867 : INFO : EPOCH 6 - PROGRESS: at 33.97% examples, 177851 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:22,889 : INFO : EPOCH 6 - PROGRESS: at 34.06% examples, 177858 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:01:23,960 : INFO : EPOCH 6 - PROGRESS: at 34.18% examples, 177878 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:24,994 : INFO : EPOCH 6 - PROGRESS: at 34.29% examples, 177859 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:26,063 : INFO : EPOCH 6 - PROGRESS: at 34.40% examples, 177867 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:27,067 : INFO : EPOCH 6 - PROGRESS: at 34.50% examples, 177876 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:01:28,111 : INFO : EPOCH 6 - PROGRESS: at 34.59% examples, 177872 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:29,125 : INFO : EPOCH 6 - PROGRESS: at 34.69% examples, 177872 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:30,150 : INFO : EPOCH 6 - PROGRESS: at 34.77% examples, 177878 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:31,189 : INFO : EPOCH 6 - PROGRESS: at 34.87% examples, 177880 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:01:32,236 : INFO : EPOCH 6 - PROGRESS: at 34.98% examples, 177882 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:33,255 : INFO : EPOCH 6 - PROGRESS: at 35.06% examples, 177874 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:34,269 : INFO : EPOCH 6 - PROGRESS: at 35.16% examples, 177885 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:35,286 : INFO : EPOCH 6 - PROGRESS: at 35.27% examples, 177888 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:36,292 : INFO : EPOCH 6 - PROGRESS: at 35.36% examples, 177882 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:01:37,318 : INFO : EPOCH 6 - PROGRESS: at 35.46% examples, 177899 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:38,381 : INFO : EPOCH 6 - PROGRESS: at 35.56% examples, 177894 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:39,421 : INFO : EPOCH 6 - PROGRESS: at 35.64% examples, 177889 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:01:40,451 : INFO : EPOCH 6 - PROGRESS: at 35.74% examples, 177895 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:41,484 : INFO : EPOCH 6 - PROGRESS: at 35.85% examples, 177909 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:42,497 : INFO : EPOCH 6 - PROGRESS: at 35.95% examples, 177903 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:01:43,558 : INFO : EPOCH 6 - PROGRESS: at 36.06% examples, 177897 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:44,600 : INFO : EPOCH 6 - PROGRESS: at 36.17% examples, 177898 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:45,652 : INFO : EPOCH 6 - PROGRESS: at 36.26% examples, 177889 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:46,661 : INFO : EPOCH 6 - PROGRESS: at 36.36% examples, 177907 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:47,722 : INFO : EPOCH 6 - PROGRESS: at 36.46% examples, 177913 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:48,766 : INFO : EPOCH 6 - PROGRESS: at 36.57% examples, 177921 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:49,836 : INFO : EPOCH 6 - PROGRESS: at 36.68% examples, 177917 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:50,843 : INFO : EPOCH 6 - PROGRESS: at 36.80% examples, 177920 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:51,895 : INFO : EPOCH 6 - PROGRESS: at 36.91% examples, 177923 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:52,912 : INFO : EPOCH 6 - PROGRESS: at 37.01% examples, 177921 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:53,918 : INFO : EPOCH 6 - PROGRESS: at 37.10% examples, 177932 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:54,923 : INFO : EPOCH 6 - PROGRESS: at 37.20% examples, 177925 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:55,940 : INFO : EPOCH 6 - PROGRESS: at 37.28% examples, 177929 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:01:56,945 : INFO : EPOCH 6 - PROGRESS: at 37.40% examples, 177944 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:57,946 : INFO : EPOCH 6 - PROGRESS: at 37.49% examples, 177943 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:01:58,992 : INFO : EPOCH 6 - PROGRESS: at 37.59% examples, 177946 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:00,066 : INFO : EPOCH 6 - PROGRESS: at 37.71% examples, 177928 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:01,078 : INFO : EPOCH 6 - PROGRESS: at 37.80% examples, 177941 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:02,115 : INFO : EPOCH 6 - PROGRESS: at 37.89% examples, 177928 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:03,182 : INFO : EPOCH 6 - PROGRESS: at 37.98% examples, 177941 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:04,191 : INFO : EPOCH 6 - PROGRESS: at 38.08% examples, 177935 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:05,242 : INFO : EPOCH 6 - PROGRESS: at 38.17% examples, 177921 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:06,298 : INFO : EPOCH 6 - PROGRESS: at 38.26% examples, 177915 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:02:07,323 : INFO : EPOCH 6 - PROGRESS: at 38.38% examples, 177930 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:08,336 : INFO : EPOCH 6 - PROGRESS: at 38.48% examples, 177921 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:09,345 : INFO : EPOCH 6 - PROGRESS: at 38.56% examples, 177931 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:10,364 : INFO : EPOCH 6 - PROGRESS: at 38.65% examples, 177912 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:11,381 : INFO : EPOCH 6 - PROGRESS: at 38.75% examples, 177912 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:12,397 : INFO : EPOCH 6 - PROGRESS: at 38.85% examples, 177952 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:13,438 : INFO : EPOCH 6 - PROGRESS: at 38.95% examples, 177926 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:14,455 : INFO : EPOCH 6 - PROGRESS: at 39.04% examples, 177919 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:15,470 : INFO : EPOCH 6 - PROGRESS: at 39.14% examples, 177901 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:16,482 : INFO : EPOCH 6 - PROGRESS: at 39.22% examples, 177864 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:17,490 : INFO : EPOCH 6 - PROGRESS: at 39.30% examples, 177811 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:18,502 : INFO : EPOCH 6 - PROGRESS: at 39.39% examples, 177747 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:19,523 : INFO : EPOCH 6 - PROGRESS: at 39.48% examples, 177716 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:20,569 : INFO : EPOCH 6 - PROGRESS: at 39.57% examples, 177705 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:21,571 : INFO : EPOCH 6 - PROGRESS: at 39.66% examples, 177714 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:22,592 : INFO : EPOCH 6 - PROGRESS: at 39.76% examples, 177700 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:02:23,630 : INFO : EPOCH 6 - PROGRESS: at 39.86% examples, 177722 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:24,659 : INFO : EPOCH 6 - PROGRESS: at 39.95% examples, 177728 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:25,678 : INFO : EPOCH 6 - PROGRESS: at 40.06% examples, 177722 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:26,698 : INFO : EPOCH 6 - PROGRESS: at 40.16% examples, 177719 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:02:27,732 : INFO : EPOCH 6 - PROGRESS: at 40.25% examples, 177720 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:28,759 : INFO : EPOCH 6 - PROGRESS: at 40.35% examples, 177729 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:29,802 : INFO : EPOCH 6 - PROGRESS: at 40.45% examples, 177720 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:30,834 : INFO : EPOCH 6 - PROGRESS: at 40.54% examples, 177715 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:31,842 : INFO : EPOCH 6 - PROGRESS: at 40.64% examples, 177737 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:32,897 : INFO : EPOCH 6 - PROGRESS: at 40.74% examples, 177730 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:33,904 : INFO : EPOCH 6 - PROGRESS: at 40.84% examples, 177737 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:34,912 : INFO : EPOCH 6 - PROGRESS: at 40.93% examples, 177747 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:35,962 : INFO : EPOCH 6 - PROGRESS: at 41.03% examples, 177730 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:36,963 : INFO : EPOCH 6 - PROGRESS: at 41.12% examples, 177729 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:38,047 : INFO : EPOCH 6 - PROGRESS: at 41.23% examples, 177730 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:39,057 : INFO : EPOCH 6 - PROGRESS: at 41.34% examples, 177722 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:02:40,109 : INFO : EPOCH 6 - PROGRESS: at 41.41% examples, 177739 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:41,123 : INFO : EPOCH 6 - PROGRESS: at 41.52% examples, 177747 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:42,147 : INFO : EPOCH 6 - PROGRESS: at 41.61% examples, 177751 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:43,175 : INFO : EPOCH 6 - PROGRESS: at 41.72% examples, 177742 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:44,225 : INFO : EPOCH 6 - PROGRESS: at 41.81% examples, 177745 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:45,247 : INFO : EPOCH 6 - PROGRESS: at 41.92% examples, 177762 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:46,276 : INFO : EPOCH 6 - PROGRESS: at 42.02% examples, 177759 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:47,395 : INFO : EPOCH 6 - PROGRESS: at 42.13% examples, 177732 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:48,402 : INFO : EPOCH 6 - PROGRESS: at 42.24% examples, 177746 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:49,452 : INFO : EPOCH 6 - PROGRESS: at 42.33% examples, 177731 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:50,455 : INFO : EPOCH 6 - PROGRESS: at 42.43% examples, 177749 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:51,459 : INFO : EPOCH 6 - PROGRESS: at 42.51% examples, 177753 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:52,550 : INFO : EPOCH 6 - PROGRESS: at 42.62% examples, 177735 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:53,634 : INFO : EPOCH 6 - PROGRESS: at 42.73% examples, 177752 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:54,714 : INFO : EPOCH 6 - PROGRESS: at 42.83% examples, 177741 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:55,738 : INFO : EPOCH 6 - PROGRESS: at 42.93% examples, 177747 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:56,778 : INFO : EPOCH 6 - PROGRESS: at 43.03% examples, 177748 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:57,810 : INFO : EPOCH 6 - PROGRESS: at 43.11% examples, 177741 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:02:58,812 : INFO : EPOCH 6 - PROGRESS: at 43.20% examples, 177760 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:02:59,817 : INFO : EPOCH 6 - PROGRESS: at 43.29% examples, 177747 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:00,869 : INFO : EPOCH 6 - PROGRESS: at 43.38% examples, 177746 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:01,883 : INFO : EPOCH 6 - PROGRESS: at 43.50% examples, 177764 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:02,968 : INFO : EPOCH 6 - PROGRESS: at 43.61% examples, 177763 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:03,981 : INFO : EPOCH 6 - PROGRESS: at 43.70% examples, 177759 words/s, in_qsize 7, out_qsize 1
2020-07-16 20:03:04,999 : INFO : EPOCH 6 - PROGRESS: at 43.79% examples, 177775 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:06,005 : INFO : EPOCH 6 - PROGRESS: at 43.88% examples, 177770 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:07,007 : INFO : EPOCH 6 - PROGRESS: at 43.97% examples, 177769 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:08,016 : INFO : EPOCH 6 - PROGRESS: at 44.06% examples, 177766 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:09,023 : INFO : EPOCH 6 - PROGRESS: at 44.16% examples, 177780 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:10,024 : INFO : EPOCH 6 - PROGRESS: at 44.24% examples, 177770 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:11,083 : INFO : EPOCH 6 - PROGRESS: at 44.34% examples, 177753 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:12,124 : INFO : EPOCH 6 - PROGRESS: at 44.44% examples, 177768 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:13,145 : INFO : EPOCH 6 - PROGRESS: at 44.53% examples, 177756 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:14,165 : INFO : EPOCH 6 - PROGRESS: at 44.63% examples, 177762 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:15,194 : INFO : EPOCH 6 - PROGRESS: at 44.73% examples, 177777 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:16,214 : INFO : EPOCH 6 - PROGRESS: at 44.82% examples, 177775 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:17,218 : INFO : EPOCH 6 - PROGRESS: at 44.91% examples, 177799 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:18,223 : INFO : EPOCH 6 - PROGRESS: at 45.02% examples, 177809 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:19,265 : INFO : EPOCH 6 - PROGRESS: at 45.12% examples, 177804 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:03:20,288 : INFO : EPOCH 6 - PROGRESS: at 45.23% examples, 177850 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:21,312 : INFO : EPOCH 6 - PROGRESS: at 45.35% examples, 177929 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:22,360 : INFO : EPOCH 6 - PROGRESS: at 45.46% examples, 178024 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:23,380 : INFO : EPOCH 6 - PROGRESS: at 45.58% examples, 178116 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:24,424 : INFO : EPOCH 6 - PROGRESS: at 45.69% examples, 178199 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:25,511 : INFO : EPOCH 6 - PROGRESS: at 45.82% examples, 178281 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:26,529 : INFO : EPOCH 6 - PROGRESS: at 45.96% examples, 178370 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:27,553 : INFO : EPOCH 6 - PROGRESS: at 46.09% examples, 178469 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:28,570 : INFO : EPOCH 6 - PROGRESS: at 46.22% examples, 178548 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:29,572 : INFO : EPOCH 6 - PROGRESS: at 46.34% examples, 178634 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:30,605 : INFO : EPOCH 6 - PROGRESS: at 46.46% examples, 178717 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:31,610 : INFO : EPOCH 6 - PROGRESS: at 46.57% examples, 178797 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:32,648 : INFO : EPOCH 6 - PROGRESS: at 46.70% examples, 178875 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:33,747 : INFO : EPOCH 6 - PROGRESS: at 46.81% examples, 178958 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:34,789 : INFO : EPOCH 6 - PROGRESS: at 46.94% examples, 179057 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:35,850 : INFO : EPOCH 6 - PROGRESS: at 47.06% examples, 179128 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:36,957 : INFO : EPOCH 6 - PROGRESS: at 47.19% examples, 179213 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:37,978 : INFO : EPOCH 6 - PROGRESS: at 47.32% examples, 179309 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:38,992 : INFO : EPOCH 6 - PROGRESS: at 47.44% examples, 179387 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:40,012 : INFO : EPOCH 6 - PROGRESS: at 47.56% examples, 179473 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:41,052 : INFO : EPOCH 6 - PROGRESS: at 47.70% examples, 179548 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:42,057 : INFO : EPOCH 6 - PROGRESS: at 47.82% examples, 179636 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:43,076 : INFO : EPOCH 6 - PROGRESS: at 47.93% examples, 179713 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:03:44,082 : INFO : EPOCH 6 - PROGRESS: at 48.04% examples, 179795 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:45,090 : INFO : EPOCH 6 - PROGRESS: at 48.16% examples, 179866 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:46,124 : INFO : EPOCH 6 - PROGRESS: at 48.29% examples, 179944 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:47,160 : INFO : EPOCH 6 - PROGRESS: at 48.41% examples, 180032 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:48,164 : INFO : EPOCH 6 - PROGRESS: at 48.52% examples, 180121 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:49,206 : INFO : EPOCH 6 - PROGRESS: at 48.62% examples, 180172 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:50,242 : INFO : EPOCH 6 - PROGRESS: at 48.74% examples, 180258 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:51,276 : INFO : EPOCH 6 - PROGRESS: at 48.85% examples, 180330 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:52,307 : INFO : EPOCH 6 - PROGRESS: at 48.97% examples, 180421 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:53,317 : INFO : EPOCH 6 - PROGRESS: at 49.07% examples, 180493 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:54,345 : INFO : EPOCH 6 - PROGRESS: at 49.20% examples, 180574 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:55,356 : INFO : EPOCH 6 - PROGRESS: at 49.31% examples, 180652 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:56,362 : INFO : EPOCH 6 - PROGRESS: at 49.44% examples, 180728 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:57,369 : INFO : EPOCH 6 - PROGRESS: at 49.55% examples, 180798 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:58,389 : INFO : EPOCH 6 - PROGRESS: at 49.66% examples, 180865 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:03:59,402 : INFO : EPOCH 6 - PROGRESS: at 49.80% examples, 180943 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:00,415 : INFO : EPOCH 6 - PROGRESS: at 49.93% examples, 181006 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:01,487 : INFO : EPOCH 6 - PROGRESS: at 50.07% examples, 181085 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:02,503 : INFO : EPOCH 6 - PROGRESS: at 50.20% examples, 181163 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:03,504 : INFO : EPOCH 6 - PROGRESS: at 50.32% examples, 181234 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:04,539 : INFO : EPOCH 6 - PROGRESS: at 50.43% examples, 181306 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:05,546 : INFO : EPOCH 6 - PROGRESS: at 50.56% examples, 181390 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:06,558 : INFO : EPOCH 6 - PROGRESS: at 50.66% examples, 181452 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:07,577 : INFO : EPOCH 6 - PROGRESS: at 50.77% examples, 181520 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:08,625 : INFO : EPOCH 6 - PROGRESS: at 50.89% examples, 181590 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:09,649 : INFO : EPOCH 6 - PROGRESS: at 51.00% examples, 181669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:10,715 : INFO : EPOCH 6 - PROGRESS: at 51.12% examples, 181735 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:11,762 : INFO : EPOCH 6 - PROGRESS: at 51.24% examples, 181813 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:12,762 : INFO : EPOCH 6 - PROGRESS: at 51.35% examples, 181887 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:13,765 : INFO : EPOCH 6 - PROGRESS: at 51.47% examples, 181960 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:14,826 : INFO : EPOCH 6 - PROGRESS: at 51.60% examples, 182019 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:15,876 : INFO : EPOCH 6 - PROGRESS: at 51.71% examples, 182092 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:16,892 : INFO : EPOCH 6 - PROGRESS: at 51.84% examples, 182164 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:17,895 : INFO : EPOCH 6 - PROGRESS: at 51.96% examples, 182249 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:18,924 : INFO : EPOCH 6 - PROGRESS: at 52.07% examples, 182308 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:19,931 : INFO : EPOCH 6 - PROGRESS: at 52.19% examples, 182384 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:20,957 : INFO : EPOCH 6 - PROGRESS: at 52.32% examples, 182442 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:21,966 : INFO : EPOCH 6 - PROGRESS: at 52.45% examples, 182521 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:23,045 : INFO : EPOCH 6 - PROGRESS: at 52.55% examples, 182575 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:24,130 : INFO : EPOCH 6 - PROGRESS: at 52.68% examples, 182652 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:25,160 : INFO : EPOCH 6 - PROGRESS: at 52.80% examples, 182729 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:26,203 : INFO : EPOCH 6 - PROGRESS: at 52.93% examples, 182789 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:27,207 : INFO : EPOCH 6 - PROGRESS: at 53.04% examples, 182851 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:28,207 : INFO : EPOCH 6 - PROGRESS: at 53.17% examples, 182936 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:29,226 : INFO : EPOCH 6 - PROGRESS: at 53.29% examples, 182998 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:30,236 : INFO : EPOCH 6 - PROGRESS: at 53.42% examples, 183063 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:31,277 : INFO : EPOCH 6 - PROGRESS: at 53.53% examples, 183129 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:32,319 : INFO : EPOCH 6 - PROGRESS: at 53.65% examples, 183190 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:33,321 : INFO : EPOCH 6 - PROGRESS: at 53.77% examples, 183277 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:34,327 : INFO : EPOCH 6 - PROGRESS: at 53.88% examples, 183316 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:35,346 : INFO : EPOCH 6 - PROGRESS: at 54.00% examples, 183392 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:36,412 : INFO : EPOCH 6 - PROGRESS: at 54.11% examples, 183448 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:37,485 : INFO : EPOCH 6 - PROGRESS: at 54.24% examples, 183522 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:38,530 : INFO : EPOCH 6 - PROGRESS: at 54.36% examples, 183589 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:39,532 : INFO : EPOCH 6 - PROGRESS: at 54.48% examples, 183660 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:40,545 : INFO : EPOCH 6 - PROGRESS: at 54.60% examples, 183719 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:41,591 : INFO : EPOCH 6 - PROGRESS: at 54.72% examples, 183782 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:42,672 : INFO : EPOCH 6 - PROGRESS: at 54.84% examples, 183843 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:43,730 : INFO : EPOCH 6 - PROGRESS: at 54.96% examples, 183915 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:44,758 : INFO : EPOCH 6 - PROGRESS: at 55.07% examples, 183970 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:45,781 : INFO : EPOCH 6 - PROGRESS: at 55.18% examples, 184040 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:46,790 : INFO : EPOCH 6 - PROGRESS: at 55.31% examples, 184107 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:47,793 : INFO : EPOCH 6 - PROGRESS: at 55.43% examples, 184175 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:48,821 : INFO : EPOCH 6 - PROGRESS: at 55.53% examples, 184225 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:49,831 : INFO : EPOCH 6 - PROGRESS: at 55.65% examples, 184290 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:50,904 : INFO : EPOCH 6 - PROGRESS: at 55.79% examples, 184344 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:51,907 : INFO : EPOCH 6 - PROGRESS: at 55.90% examples, 184420 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:52,916 : INFO : EPOCH 6 - PROGRESS: at 56.03% examples, 184477 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:53,940 : INFO : EPOCH 6 - PROGRESS: at 56.16% examples, 184526 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:55,017 : INFO : EPOCH 6 - PROGRESS: at 56.29% examples, 184591 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:56,030 : INFO : EPOCH 6 - PROGRESS: at 56.41% examples, 184675 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:57,046 : INFO : EPOCH 6 - PROGRESS: at 56.54% examples, 184723 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:58,114 : INFO : EPOCH 6 - PROGRESS: at 56.66% examples, 184778 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:04:59,169 : INFO : EPOCH 6 - PROGRESS: at 56.78% examples, 184831 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:00,193 : INFO : EPOCH 6 - PROGRESS: at 56.89% examples, 184909 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:01,221 : INFO : EPOCH 6 - PROGRESS: at 56.99% examples, 184965 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:02,221 : INFO : EPOCH 6 - PROGRESS: at 57.10% examples, 185016 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:03,224 : INFO : EPOCH 6 - PROGRESS: at 57.22% examples, 185080 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:04,268 : INFO : EPOCH 6 - PROGRESS: at 57.36% examples, 185134 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:05,273 : INFO : EPOCH 6 - PROGRESS: at 57.47% examples, 185196 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:06,305 : INFO : EPOCH 6 - PROGRESS: at 57.59% examples, 185251 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:07,308 : INFO : EPOCH 6 - PROGRESS: at 57.72% examples, 185326 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:08,360 : INFO : EPOCH 6 - PROGRESS: at 57.83% examples, 185366 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:09,384 : INFO : EPOCH 6 - PROGRESS: at 57.97% examples, 185430 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:10,393 : INFO : EPOCH 6 - PROGRESS: at 58.08% examples, 185497 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:11,427 : INFO : EPOCH 6 - PROGRESS: at 58.20% examples, 185542 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:12,448 : INFO : EPOCH 6 - PROGRESS: at 58.30% examples, 185598 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:13,467 : INFO : EPOCH 6 - PROGRESS: at 58.42% examples, 185658 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:14,468 : INFO : EPOCH 6 - PROGRESS: at 58.55% examples, 185717 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:15,521 : INFO : EPOCH 6 - PROGRESS: at 58.66% examples, 185773 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:16,523 : INFO : EPOCH 6 - PROGRESS: at 58.79% examples, 185826 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:17,591 : INFO : EPOCH 6 - PROGRESS: at 58.93% examples, 185881 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:18,603 : INFO : EPOCH 6 - PROGRESS: at 59.04% examples, 185953 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:19,641 : INFO : EPOCH 6 - PROGRESS: at 59.17% examples, 185999 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:20,689 : INFO : EPOCH 6 - PROGRESS: at 59.30% examples, 186055 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:21,693 : INFO : EPOCH 6 - PROGRESS: at 59.41% examples, 186118 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:22,696 : INFO : EPOCH 6 - PROGRESS: at 59.53% examples, 186177 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:23,717 : INFO : EPOCH 6 - PROGRESS: at 59.65% examples, 186217 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:24,765 : INFO : EPOCH 6 - PROGRESS: at 59.79% examples, 186285 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:25,786 : INFO : EPOCH 6 - PROGRESS: at 59.91% examples, 186330 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:26,821 : INFO : EPOCH 6 - PROGRESS: at 60.02% examples, 186384 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:27,863 : INFO : EPOCH 6 - PROGRESS: at 60.14% examples, 186444 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:28,878 : INFO : EPOCH 6 - PROGRESS: at 60.25% examples, 186504 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:29,898 : INFO : EPOCH 6 - PROGRESS: at 60.37% examples, 186560 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:30,899 : INFO : EPOCH 6 - PROGRESS: at 60.48% examples, 186608 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:31,901 : INFO : EPOCH 6 - PROGRESS: at 60.61% examples, 186656 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:32,922 : INFO : EPOCH 6 - PROGRESS: at 60.72% examples, 186706 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:33,922 : INFO : EPOCH 6 - PROGRESS: at 60.83% examples, 186762 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:34,950 : INFO : EPOCH 6 - PROGRESS: at 60.96% examples, 186816 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:36,003 : INFO : EPOCH 6 - PROGRESS: at 61.08% examples, 186870 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:37,034 : INFO : EPOCH 6 - PROGRESS: at 61.21% examples, 186926 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:38,065 : INFO : EPOCH 6 - PROGRESS: at 61.34% examples, 186979 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:39,097 : INFO : EPOCH 6 - PROGRESS: at 61.46% examples, 187039 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:40,129 : INFO : EPOCH 6 - PROGRESS: at 61.58% examples, 187084 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:41,160 : INFO : EPOCH 6 - PROGRESS: at 61.69% examples, 187134 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:42,162 : INFO : EPOCH 6 - PROGRESS: at 61.80% examples, 187193 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:43,172 : INFO : EPOCH 6 - PROGRESS: at 61.90% examples, 187238 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:44,198 : INFO : EPOCH 6 - PROGRESS: at 62.01% examples, 187291 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:45,201 : INFO : EPOCH 6 - PROGRESS: at 62.13% examples, 187327 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:46,244 : INFO : EPOCH 6 - PROGRESS: at 62.28% examples, 187390 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:47,282 : INFO : EPOCH 6 - PROGRESS: at 62.39% examples, 187447 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:48,380 : INFO : EPOCH 6 - PROGRESS: at 62.52% examples, 187486 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:49,464 : INFO : EPOCH 6 - PROGRESS: at 62.63% examples, 187538 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:05:50,511 : INFO : EPOCH 6 - PROGRESS: at 62.75% examples, 187605 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:51,536 : INFO : EPOCH 6 - PROGRESS: at 62.87% examples, 187646 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:52,572 : INFO : EPOCH 6 - PROGRESS: at 63.00% examples, 187693 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:53,679 : INFO : EPOCH 6 - PROGRESS: at 63.12% examples, 187742 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:54,697 : INFO : EPOCH 6 - PROGRESS: at 63.25% examples, 187805 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:55,716 : INFO : EPOCH 6 - PROGRESS: at 63.37% examples, 187866 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:56,816 : INFO : EPOCH 6 - PROGRESS: at 63.49% examples, 187903 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:57,832 : INFO : EPOCH 6 - PROGRESS: at 63.61% examples, 187958 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:58,840 : INFO : EPOCH 6 - PROGRESS: at 63.73% examples, 188009 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:05:59,903 : INFO : EPOCH 6 - PROGRESS: at 63.86% examples, 188047 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:00,919 : INFO : EPOCH 6 - PROGRESS: at 64.00% examples, 188112 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:01,954 : INFO : EPOCH 6 - PROGRESS: at 64.12% examples, 188166 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:03,009 : INFO : EPOCH 6 - PROGRESS: at 64.24% examples, 188209 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:04,058 : INFO : EPOCH 6 - PROGRESS: at 64.37% examples, 188257 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:05,098 : INFO : EPOCH 6 - PROGRESS: at 64.50% examples, 188312 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:06,184 : INFO : EPOCH 6 - PROGRESS: at 64.63% examples, 188351 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:07,204 : INFO : EPOCH 6 - PROGRESS: at 64.75% examples, 188410 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:08,228 : INFO : EPOCH 6 - PROGRESS: at 64.88% examples, 188453 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:09,238 : INFO : EPOCH 6 - PROGRESS: at 65.01% examples, 188515 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:10,285 : INFO : EPOCH 6 - PROGRESS: at 65.13% examples, 188546 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:11,321 : INFO : EPOCH 6 - PROGRESS: at 65.27% examples, 188594 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:12,326 : INFO : EPOCH 6 - PROGRESS: at 65.37% examples, 188650 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:13,364 : INFO : EPOCH 6 - PROGRESS: at 65.48% examples, 188690 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:14,405 : INFO : EPOCH 6 - PROGRESS: at 65.61% examples, 188746 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:15,410 : INFO : EPOCH 6 - PROGRESS: at 65.71% examples, 188783 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:16,443 : INFO : EPOCH 6 - PROGRESS: at 65.83% examples, 188830 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:17,496 : INFO : EPOCH 6 - PROGRESS: at 65.95% examples, 188876 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:18,516 : INFO : EPOCH 6 - PROGRESS: at 66.07% examples, 188930 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:19,580 : INFO : EPOCH 6 - PROGRESS: at 66.19% examples, 188970 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:20,604 : INFO : EPOCH 6 - PROGRESS: at 66.32% examples, 189023 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:21,615 : INFO : EPOCH 6 - PROGRESS: at 66.42% examples, 189070 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:22,648 : INFO : EPOCH 6 - PROGRESS: at 66.55% examples, 189113 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:23,664 : INFO : EPOCH 6 - PROGRESS: at 66.68% examples, 189161 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:24,686 : INFO : EPOCH 6 - PROGRESS: at 66.78% examples, 189198 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:25,686 : INFO : EPOCH 6 - PROGRESS: at 66.90% examples, 189247 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:26,698 : INFO : EPOCH 6 - PROGRESS: at 67.03% examples, 189289 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:27,711 : INFO : EPOCH 6 - PROGRESS: at 67.15% examples, 189347 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:28,727 : INFO : EPOCH 6 - PROGRESS: at 67.26% examples, 189386 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:29,733 : INFO : EPOCH 6 - PROGRESS: at 67.36% examples, 189421 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:30,760 : INFO : EPOCH 6 - PROGRESS: at 67.48% examples, 189462 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:31,789 : INFO : EPOCH 6 - PROGRESS: at 67.60% examples, 189515 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:32,823 : INFO : EPOCH 6 - PROGRESS: at 67.72% examples, 189555 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:33,833 : INFO : EPOCH 6 - PROGRESS: at 67.84% examples, 189607 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:34,873 : INFO : EPOCH 6 - PROGRESS: at 67.97% examples, 189646 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:35,884 : INFO : EPOCH 6 - PROGRESS: at 68.09% examples, 189695 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:36,985 : INFO : EPOCH 6 - PROGRESS: at 68.22% examples, 189726 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:38,000 : INFO : EPOCH 6 - PROGRESS: at 68.34% examples, 189775 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:39,017 : INFO : EPOCH 6 - PROGRESS: at 68.48% examples, 189829 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:40,019 : INFO : EPOCH 6 - PROGRESS: at 68.59% examples, 189864 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:41,059 : INFO : EPOCH 6 - PROGRESS: at 68.73% examples, 189911 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:42,074 : INFO : EPOCH 6 - PROGRESS: at 68.85% examples, 189956 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:43,085 : INFO : EPOCH 6 - PROGRESS: at 68.97% examples, 190004 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:44,088 : INFO : EPOCH 6 - PROGRESS: at 69.08% examples, 190036 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:45,159 : INFO : EPOCH 6 - PROGRESS: at 69.17% examples, 190060 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:46,171 : INFO : EPOCH 6 - PROGRESS: at 69.27% examples, 190097 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:47,181 : INFO : EPOCH 6 - PROGRESS: at 69.39% examples, 190134 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:48,234 : INFO : EPOCH 6 - PROGRESS: at 69.49% examples, 190133 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:49,254 : INFO : EPOCH 6 - PROGRESS: at 69.60% examples, 190132 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:50,256 : INFO : EPOCH 6 - PROGRESS: at 69.70% examples, 190152 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:51,262 : INFO : EPOCH 6 - PROGRESS: at 69.81% examples, 190194 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:52,266 : INFO : EPOCH 6 - PROGRESS: at 69.92% examples, 190231 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:53,340 : INFO : EPOCH 6 - PROGRESS: at 70.06% examples, 190270 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:54,374 : INFO : EPOCH 6 - PROGRESS: at 70.18% examples, 190317 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:55,375 : INFO : EPOCH 6 - PROGRESS: at 70.30% examples, 190356 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:56,390 : INFO : EPOCH 6 - PROGRESS: at 70.42% examples, 190394 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:57,419 : INFO : EPOCH 6 - PROGRESS: at 70.55% examples, 190448 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:58,419 : INFO : EPOCH 6 - PROGRESS: at 70.67% examples, 190487 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:06:59,419 : INFO : EPOCH 6 - PROGRESS: at 70.79% examples, 190529 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:00,428 : INFO : EPOCH 6 - PROGRESS: at 70.91% examples, 190563 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:01,433 : INFO : EPOCH 6 - PROGRESS: at 71.03% examples, 190601 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:02,457 : INFO : EPOCH 6 - PROGRESS: at 71.15% examples, 190648 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:03,473 : INFO : EPOCH 6 - PROGRESS: at 71.27% examples, 190691 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:04,527 : INFO : EPOCH 6 - PROGRESS: at 71.38% examples, 190727 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:05,533 : INFO : EPOCH 6 - PROGRESS: at 71.50% examples, 190769 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:06,541 : INFO : EPOCH 6 - PROGRESS: at 71.63% examples, 190801 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:07,544 : INFO : EPOCH 6 - PROGRESS: at 71.76% examples, 190847 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:08,626 : INFO : EPOCH 6 - PROGRESS: at 71.89% examples, 190884 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:09,690 : INFO : EPOCH 6 - PROGRESS: at 72.02% examples, 190926 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:10,730 : INFO : EPOCH 6 - PROGRESS: at 72.13% examples, 190966 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:11,741 : INFO : EPOCH 6 - PROGRESS: at 72.26% examples, 191010 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:12,784 : INFO : EPOCH 6 - PROGRESS: at 72.38% examples, 191044 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:13,862 : INFO : EPOCH 6 - PROGRESS: at 72.50% examples, 191077 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:14,878 : INFO : EPOCH 6 - PROGRESS: at 72.61% examples, 191130 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:15,929 : INFO : EPOCH 6 - PROGRESS: at 72.71% examples, 191167 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:16,957 : INFO : EPOCH 6 - PROGRESS: at 72.83% examples, 191207 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:17,971 : INFO : EPOCH 6 - PROGRESS: at 72.95% examples, 191254 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:18,985 : INFO : EPOCH 6 - PROGRESS: at 73.07% examples, 191288 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:20,021 : INFO : EPOCH 6 - PROGRESS: at 73.18% examples, 191323 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:21,039 : INFO : EPOCH 6 - PROGRESS: at 73.31% examples, 191365 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:22,074 : INFO : EPOCH 6 - PROGRESS: at 73.41% examples, 191397 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:23,085 : INFO : EPOCH 6 - PROGRESS: at 73.53% examples, 191451 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:24,088 : INFO : EPOCH 6 - PROGRESS: at 73.65% examples, 191482 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:25,098 : INFO : EPOCH 6 - PROGRESS: at 73.77% examples, 191525 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:26,126 : INFO : EPOCH 6 - PROGRESS: at 73.89% examples, 191554 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:27,134 : INFO : EPOCH 6 - PROGRESS: at 74.02% examples, 191599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:28,156 : INFO : EPOCH 6 - PROGRESS: at 74.13% examples, 191635 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:29,186 : INFO : EPOCH 6 - PROGRESS: at 74.27% examples, 191680 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:30,201 : INFO : EPOCH 6 - PROGRESS: at 74.38% examples, 191705 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:31,260 : INFO : EPOCH 6 - PROGRESS: at 74.51% examples, 191749 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:32,272 : INFO : EPOCH 6 - PROGRESS: at 74.62% examples, 191788 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:33,313 : INFO : EPOCH 6 - PROGRESS: at 74.74% examples, 191818 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:34,375 : INFO : EPOCH 6 - PROGRESS: at 74.86% examples, 191858 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:35,380 : INFO : EPOCH 6 - PROGRESS: at 74.98% examples, 191898 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:36,382 : INFO : EPOCH 6 - PROGRESS: at 75.11% examples, 191939 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:37,392 : INFO : EPOCH 6 - PROGRESS: at 75.25% examples, 191974 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:38,393 : INFO : EPOCH 6 - PROGRESS: at 75.35% examples, 192015 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:39,456 : INFO : EPOCH 6 - PROGRESS: at 75.48% examples, 192036 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:40,483 : INFO : EPOCH 6 - PROGRESS: at 75.60% examples, 192084 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:41,488 : INFO : EPOCH 6 - PROGRESS: at 75.74% examples, 192126 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:42,505 : INFO : EPOCH 6 - PROGRESS: at 75.85% examples, 192155 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:43,526 : INFO : EPOCH 6 - PROGRESS: at 75.98% examples, 192193 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:44,541 : INFO : EPOCH 6 - PROGRESS: at 76.10% examples, 192233 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:45,548 : INFO : EPOCH 6 - PROGRESS: at 76.21% examples, 192260 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:46,569 : INFO : EPOCH 6 - PROGRESS: at 76.33% examples, 192302 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:47,604 : INFO : EPOCH 6 - PROGRESS: at 76.44% examples, 192337 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:48,612 : INFO : EPOCH 6 - PROGRESS: at 76.55% examples, 192382 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:49,649 : INFO : EPOCH 6 - PROGRESS: at 76.67% examples, 192412 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:50,678 : INFO : EPOCH 6 - PROGRESS: at 76.81% examples, 192450 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:51,679 : INFO : EPOCH 6 - PROGRESS: at 76.91% examples, 192494 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:52,701 : INFO : EPOCH 6 - PROGRESS: at 77.03% examples, 192519 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:53,706 : INFO : EPOCH 6 - PROGRESS: at 77.14% examples, 192564 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:54,718 : INFO : EPOCH 6 - PROGRESS: at 77.26% examples, 192585 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:55,749 : INFO : EPOCH 6 - PROGRESS: at 77.40% examples, 192633 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:56,759 : INFO : EPOCH 6 - PROGRESS: at 77.51% examples, 192663 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:57,792 : INFO : EPOCH 6 - PROGRESS: at 77.61% examples, 192698 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:58,825 : INFO : EPOCH 6 - PROGRESS: at 77.73% examples, 192727 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:07:59,853 : INFO : EPOCH 6 - PROGRESS: at 77.85% examples, 192764 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:00,891 : INFO : EPOCH 6 - PROGRESS: at 77.98% examples, 192795 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:01,931 : INFO : EPOCH 6 - PROGRESS: at 78.10% examples, 192832 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:02,971 : INFO : EPOCH 6 - PROGRESS: at 78.22% examples, 192867 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:04,034 : INFO : EPOCH 6 - PROGRESS: at 78.34% examples, 192904 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:05,035 : INFO : EPOCH 6 - PROGRESS: at 78.46% examples, 192948 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:06,041 : INFO : EPOCH 6 - PROGRESS: at 78.55% examples, 192969 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:07,054 : INFO : EPOCH 6 - PROGRESS: at 78.68% examples, 193006 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:08,056 : INFO : EPOCH 6 - PROGRESS: at 78.80% examples, 193044 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:09,129 : INFO : EPOCH 6 - PROGRESS: at 78.91% examples, 193071 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:10,144 : INFO : EPOCH 6 - PROGRESS: at 79.01% examples, 193105 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:11,190 : INFO : EPOCH 6 - PROGRESS: at 79.15% examples, 193145 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:12,192 : INFO : EPOCH 6 - PROGRESS: at 79.26% examples, 193185 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:13,214 : INFO : EPOCH 6 - PROGRESS: at 79.38% examples, 193214 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:14,333 : INFO : EPOCH 6 - PROGRESS: at 79.53% examples, 193236 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:15,384 : INFO : EPOCH 6 - PROGRESS: at 79.64% examples, 193273 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:16,415 : INFO : EPOCH 6 - PROGRESS: at 79.75% examples, 193307 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:17,419 : INFO : EPOCH 6 - PROGRESS: at 79.89% examples, 193355 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:18,440 : INFO : EPOCH 6 - PROGRESS: at 80.01% examples, 193380 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:19,496 : INFO : EPOCH 6 - PROGRESS: at 80.14% examples, 193413 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:20,516 : INFO : EPOCH 6 - PROGRESS: at 80.26% examples, 193449 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:21,545 : INFO : EPOCH 6 - PROGRESS: at 80.37% examples, 193479 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:22,554 : INFO : EPOCH 6 - PROGRESS: at 80.48% examples, 193508 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:23,569 : INFO : EPOCH 6 - PROGRESS: at 80.60% examples, 193547 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:24,571 : INFO : EPOCH 6 - PROGRESS: at 80.72% examples, 193577 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:25,622 : INFO : EPOCH 6 - PROGRESS: at 80.85% examples, 193606 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:08:26,656 : INFO : EPOCH 6 - PROGRESS: at 80.97% examples, 193641 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:27,657 : INFO : EPOCH 6 - PROGRESS: at 81.11% examples, 193674 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:28,665 : INFO : EPOCH 6 - PROGRESS: at 81.23% examples, 193710 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:29,686 : INFO : EPOCH 6 - PROGRESS: at 81.35% examples, 193742 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:30,732 : INFO : EPOCH 6 - PROGRESS: at 81.45% examples, 193764 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:08:31,774 : INFO : EPOCH 6 - PROGRESS: at 81.57% examples, 193798 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:32,777 : INFO : EPOCH 6 - PROGRESS: at 81.70% examples, 193828 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:33,782 : INFO : EPOCH 6 - PROGRESS: at 81.81% examples, 193869 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:34,783 : INFO : EPOCH 6 - PROGRESS: at 81.93% examples, 193906 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:35,812 : INFO : EPOCH 6 - PROGRESS: at 82.05% examples, 193933 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:36,917 : INFO : EPOCH 6 - PROGRESS: at 82.15% examples, 193953 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:37,953 : INFO : EPOCH 6 - PROGRESS: at 82.28% examples, 193996 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:38,987 : INFO : EPOCH 6 - PROGRESS: at 82.40% examples, 194028 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:40,008 : INFO : EPOCH 6 - PROGRESS: at 82.54% examples, 194057 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:41,020 : INFO : EPOCH 6 - PROGRESS: at 82.66% examples, 194092 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:42,027 : INFO : EPOCH 6 - PROGRESS: at 82.77% examples, 194125 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:43,041 : INFO : EPOCH 6 - PROGRESS: at 82.89% examples, 194151 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:44,059 : INFO : EPOCH 6 - PROGRESS: at 83.01% examples, 194182 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:45,059 : INFO : EPOCH 6 - PROGRESS: at 83.13% examples, 194211 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:46,073 : INFO : EPOCH 6 - PROGRESS: at 83.25% examples, 194245 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:47,133 : INFO : EPOCH 6 - PROGRESS: at 83.39% examples, 194274 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:48,195 : INFO : EPOCH 6 - PROGRESS: at 83.49% examples, 194300 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:49,208 : INFO : EPOCH 6 - PROGRESS: at 83.60% examples, 194342 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:50,210 : INFO : EPOCH 6 - PROGRESS: at 83.71% examples, 194370 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:51,262 : INFO : EPOCH 6 - PROGRESS: at 83.85% examples, 194396 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:52,288 : INFO : EPOCH 6 - PROGRESS: at 83.97% examples, 194435 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:53,370 : INFO : EPOCH 6 - PROGRESS: at 84.10% examples, 194459 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:54,377 : INFO : EPOCH 6 - PROGRESS: at 84.22% examples, 194502 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:55,381 : INFO : EPOCH 6 - PROGRESS: at 84.33% examples, 194522 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:56,442 : INFO : EPOCH 6 - PROGRESS: at 84.45% examples, 194548 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:57,470 : INFO : EPOCH 6 - PROGRESS: at 84.56% examples, 194586 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:58,470 : INFO : EPOCH 6 - PROGRESS: at 84.68% examples, 194620 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:08:59,488 : INFO : EPOCH 6 - PROGRESS: at 84.81% examples, 194647 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:00,496 : INFO : EPOCH 6 - PROGRESS: at 84.92% examples, 194670 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:01,496 : INFO : EPOCH 6 - PROGRESS: at 85.05% examples, 194703 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:02,534 : INFO : EPOCH 6 - PROGRESS: at 85.16% examples, 194728 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:03,536 : INFO : EPOCH 6 - PROGRESS: at 85.26% examples, 194755 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:04,538 : INFO : EPOCH 6 - PROGRESS: at 85.39% examples, 194790 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:05,553 : INFO : EPOCH 6 - PROGRESS: at 85.50% examples, 194815 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:06,591 : INFO : EPOCH 6 - PROGRESS: at 85.63% examples, 194843 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:07,610 : INFO : EPOCH 6 - PROGRESS: at 85.75% examples, 194868 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:08,643 : INFO : EPOCH 6 - PROGRESS: at 85.88% examples, 194894 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:09,660 : INFO : EPOCH 6 - PROGRESS: at 85.99% examples, 194932 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:10,679 : INFO : EPOCH 6 - PROGRESS: at 86.12% examples, 194967 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:11,682 : INFO : EPOCH 6 - PROGRESS: at 86.22% examples, 194984 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:12,686 : INFO : EPOCH 6 - PROGRESS: at 86.36% examples, 195025 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:13,703 : INFO : EPOCH 6 - PROGRESS: at 86.47% examples, 195046 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:14,722 : INFO : EPOCH 6 - PROGRESS: at 86.58% examples, 195073 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:15,796 : INFO : EPOCH 6 - PROGRESS: at 86.70% examples, 195098 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:16,847 : INFO : EPOCH 6 - PROGRESS: at 86.83% examples, 195128 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:17,849 : INFO : EPOCH 6 - PROGRESS: at 86.95% examples, 195164 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:18,850 : INFO : EPOCH 6 - PROGRESS: at 87.07% examples, 195189 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:19,875 : INFO : EPOCH 6 - PROGRESS: at 87.18% examples, 195215 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:20,912 : INFO : EPOCH 6 - PROGRESS: at 87.31% examples, 195251 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:21,942 : INFO : EPOCH 6 - PROGRESS: at 87.43% examples, 195271 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:22,953 : INFO : EPOCH 6 - PROGRESS: at 87.56% examples, 195306 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:23,974 : INFO : EPOCH 6 - PROGRESS: at 87.67% examples, 195324 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:25,030 : INFO : EPOCH 6 - PROGRESS: at 87.81% examples, 195359 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:26,036 : INFO : EPOCH 6 - PROGRESS: at 87.93% examples, 195392 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:27,078 : INFO : EPOCH 6 - PROGRESS: at 88.06% examples, 195412 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:28,091 : INFO : EPOCH 6 - PROGRESS: at 88.18% examples, 195448 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:29,151 : INFO : EPOCH 6 - PROGRESS: at 88.28% examples, 195467 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:30,227 : INFO : EPOCH 6 - PROGRESS: at 88.42% examples, 195489 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:31,245 : INFO : EPOCH 6 - PROGRESS: at 88.55% examples, 195525 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:32,267 : INFO : EPOCH 6 - PROGRESS: at 88.67% examples, 195551 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:33,272 : INFO : EPOCH 6 - PROGRESS: at 88.79% examples, 195585 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:34,286 : INFO : EPOCH 6 - PROGRESS: at 88.92% examples, 195611 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:35,308 : INFO : EPOCH 6 - PROGRESS: at 89.03% examples, 195640 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:36,357 : INFO : EPOCH 6 - PROGRESS: at 89.14% examples, 195655 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:37,363 : INFO : EPOCH 6 - PROGRESS: at 89.25% examples, 195690 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:38,380 : INFO : EPOCH 6 - PROGRESS: at 89.35% examples, 195721 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:39,412 : INFO : EPOCH 6 - PROGRESS: at 89.49% examples, 195743 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:40,420 : INFO : EPOCH 6 - PROGRESS: at 89.60% examples, 195769 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:41,455 : INFO : EPOCH 6 - PROGRESS: at 89.73% examples, 195800 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:42,457 : INFO : EPOCH 6 - PROGRESS: at 89.85% examples, 195829 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:43,467 : INFO : EPOCH 6 - PROGRESS: at 89.98% examples, 195856 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:44,516 : INFO : EPOCH 6 - PROGRESS: at 90.10% examples, 195875 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:45,575 : INFO : EPOCH 6 - PROGRESS: at 90.22% examples, 195897 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:46,612 : INFO : EPOCH 6 - PROGRESS: at 90.33% examples, 195930 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:47,623 : INFO : EPOCH 6 - PROGRESS: at 90.44% examples, 195959 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:48,630 : INFO : EPOCH 6 - PROGRESS: at 90.55% examples, 195990 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:49,675 : INFO : EPOCH 6 - PROGRESS: at 90.67% examples, 196011 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:50,698 : INFO : EPOCH 6 - PROGRESS: at 90.81% examples, 196046 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:51,712 : INFO : EPOCH 6 - PROGRESS: at 90.92% examples, 196071 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:52,720 : INFO : EPOCH 6 - PROGRESS: at 91.02% examples, 196097 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:53,732 : INFO : EPOCH 6 - PROGRESS: at 91.14% examples, 196126 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:54,765 : INFO : EPOCH 6 - PROGRESS: at 91.26% examples, 196133 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:55,813 : INFO : EPOCH 6 - PROGRESS: at 91.40% examples, 196173 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:56,817 : INFO : EPOCH 6 - PROGRESS: at 91.51% examples, 196199 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:57,835 : INFO : EPOCH 6 - PROGRESS: at 91.61% examples, 196215 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:58,836 : INFO : EPOCH 6 - PROGRESS: at 91.73% examples, 196242 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:09:59,884 : INFO : EPOCH 6 - PROGRESS: at 91.83% examples, 196266 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:00,892 : INFO : EPOCH 6 - PROGRESS: at 91.95% examples, 196292 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:01,910 : INFO : EPOCH 6 - PROGRESS: at 92.07% examples, 196321 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:02,933 : INFO : EPOCH 6 - PROGRESS: at 92.19% examples, 196347 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:03,948 : INFO : EPOCH 6 - PROGRESS: at 92.32% examples, 196367 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:04,948 : INFO : EPOCH 6 - PROGRESS: at 92.44% examples, 196395 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:06,042 : INFO : EPOCH 6 - PROGRESS: at 92.56% examples, 196410 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:07,047 : INFO : EPOCH 6 - PROGRESS: at 92.68% examples, 196449 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:08,082 : INFO : EPOCH 6 - PROGRESS: at 92.79% examples, 196466 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:09,094 : INFO : EPOCH 6 - PROGRESS: at 92.89% examples, 196486 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:10,111 : INFO : EPOCH 6 - PROGRESS: at 93.00% examples, 196507 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:11,120 : INFO : EPOCH 6 - PROGRESS: at 93.09% examples, 196529 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:12,122 : INFO : EPOCH 6 - PROGRESS: at 93.20% examples, 196558 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:13,161 : INFO : EPOCH 6 - PROGRESS: at 93.31% examples, 196581 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:14,179 : INFO : EPOCH 6 - PROGRESS: at 93.43% examples, 196614 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:15,213 : INFO : EPOCH 6 - PROGRESS: at 93.55% examples, 196627 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:16,222 : INFO : EPOCH 6 - PROGRESS: at 93.66% examples, 196655 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:17,287 : INFO : EPOCH 6 - PROGRESS: at 93.80% examples, 196679 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:18,341 : INFO : EPOCH 6 - PROGRESS: at 93.91% examples, 196712 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:19,354 : INFO : EPOCH 6 - PROGRESS: at 94.02% examples, 196736 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:20,370 : INFO : EPOCH 6 - PROGRESS: at 94.16% examples, 196765 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:21,375 : INFO : EPOCH 6 - PROGRESS: at 94.27% examples, 196785 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:22,391 : INFO : EPOCH 6 - PROGRESS: at 94.39% examples, 196814 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:23,393 : INFO : EPOCH 6 - PROGRESS: at 94.50% examples, 196829 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:24,437 : INFO : EPOCH 6 - PROGRESS: at 94.63% examples, 196848 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:25,444 : INFO : EPOCH 6 - PROGRESS: at 94.74% examples, 196875 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:26,512 : INFO : EPOCH 6 - PROGRESS: at 94.88% examples, 196895 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:27,525 : INFO : EPOCH 6 - PROGRESS: at 95.00% examples, 196929 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:28,565 : INFO : EPOCH 6 - PROGRESS: at 95.09% examples, 196942 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:29,584 : INFO : EPOCH 6 - PROGRESS: at 95.23% examples, 196973 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:30,602 : INFO : EPOCH 6 - PROGRESS: at 95.33% examples, 197003 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:31,631 : INFO : EPOCH 6 - PROGRESS: at 95.45% examples, 197029 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:32,647 : INFO : EPOCH 6 - PROGRESS: at 95.56% examples, 197049 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:33,711 : INFO : EPOCH 6 - PROGRESS: at 95.68% examples, 197065 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:34,732 : INFO : EPOCH 6 - PROGRESS: at 95.78% examples, 197091 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:35,748 : INFO : EPOCH 6 - PROGRESS: at 95.90% examples, 197122 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:36,768 : INFO : EPOCH 6 - PROGRESS: at 96.02% examples, 197146 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:37,779 : INFO : EPOCH 6 - PROGRESS: at 96.16% examples, 197175 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:38,779 : INFO : EPOCH 6 - PROGRESS: at 96.26% examples, 197194 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:39,797 : INFO : EPOCH 6 - PROGRESS: at 96.38% examples, 197218 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:40,855 : INFO : EPOCH 6 - PROGRESS: at 96.50% examples, 197240 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:41,946 : INFO : EPOCH 6 - PROGRESS: at 96.61% examples, 197254 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:42,953 : INFO : EPOCH 6 - PROGRESS: at 96.73% examples, 197290 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:44,003 : INFO : EPOCH 6 - PROGRESS: at 96.85% examples, 197312 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:45,031 : INFO : EPOCH 6 - PROGRESS: at 96.96% examples, 197332 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:46,043 : INFO : EPOCH 6 - PROGRESS: at 97.08% examples, 197362 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:47,048 : INFO : EPOCH 6 - PROGRESS: at 97.19% examples, 197379 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:48,064 : INFO : EPOCH 6 - PROGRESS: at 97.31% examples, 197405 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:49,092 : INFO : EPOCH 6 - PROGRESS: at 97.44% examples, 197426 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:50,149 : INFO : EPOCH 6 - PROGRESS: at 97.56% examples, 197445 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:51,224 : INFO : EPOCH 6 - PROGRESS: at 97.72% examples, 197471 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:52,287 : INFO : EPOCH 6 - PROGRESS: at 97.85% examples, 197496 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:53,301 : INFO : EPOCH 6 - PROGRESS: at 97.98% examples, 197524 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:54,337 : INFO : EPOCH 6 - PROGRESS: at 98.11% examples, 197544 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:55,383 : INFO : EPOCH 6 - PROGRESS: at 98.23% examples, 197574 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:56,410 : INFO : EPOCH 6 - PROGRESS: at 98.34% examples, 197596 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:57,412 : INFO : EPOCH 6 - PROGRESS: at 98.45% examples, 197617 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:58,414 : INFO : EPOCH 6 - PROGRESS: at 98.58% examples, 197646 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:10:59,455 : INFO : EPOCH 6 - PROGRESS: at 98.69% examples, 197664 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:00,500 : INFO : EPOCH 6 - PROGRESS: at 98.81% examples, 197684 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:01,506 : INFO : EPOCH 6 - PROGRESS: at 98.92% examples, 197709 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:02,512 : INFO : EPOCH 6 - PROGRESS: at 99.05% examples, 197727 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:03,531 : INFO : EPOCH 6 - PROGRESS: at 99.17% examples, 197754 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:04,558 : INFO : EPOCH 6 - PROGRESS: at 99.28% examples, 197772 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:05,571 : INFO : EPOCH 6 - PROGRESS: at 99.41% examples, 197795 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:06,596 : INFO : EPOCH 6 - PROGRESS: at 99.52% examples, 197823 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:07,625 : INFO : EPOCH 6 - PROGRESS: at 99.63% examples, 197838 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:08,631 : INFO : EPOCH 6 - PROGRESS: at 99.76% examples, 197866 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:09,636 : INFO : EPOCH 6 - PROGRESS: at 99.86% examples, 197889 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:10,692 : INFO : EPOCH 6 - PROGRESS: at 99.97% examples, 197903 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:10,868 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 20:11:10,919 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 20:11:10,936 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 20:11:10,969 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 20:11:10,970 : INFO : EPOCH - 6 : training on 247361374 raw words (187348920 effective words) took 946.6s, 197916 effective words/s
2020-07-16 20:11:12,045 : INFO : EPOCH 7 - PROGRESS: at 0.12% examples, 199525 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:13,057 : INFO : EPOCH 7 - PROGRESS: at 0.23% examples, 210891 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:14,122 : INFO : EPOCH 7 - PROGRESS: at 0.36% examples, 212721 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:15,178 : INFO : EPOCH 7 - PROGRESS: at 0.48% examples, 214038 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:16,181 : INFO : EPOCH 7 - PROGRESS: at 0.61% examples, 214554 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:17,220 : INFO : EPOCH 7 - PROGRESS: at 0.74% examples, 213806 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:18,251 : INFO : EPOCH 7 - PROGRESS: at 0.87% examples, 214096 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:19,303 : INFO : EPOCH 7 - PROGRESS: at 0.99% examples, 213645 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:20,305 : INFO : EPOCH 7 - PROGRESS: at 1.10% examples, 215070 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:21,356 : INFO : EPOCH 7 - PROGRESS: at 1.21% examples, 214631 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:22,357 : INFO : EPOCH 7 - PROGRESS: at 1.32% examples, 212299 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:23,385 : INFO : EPOCH 7 - PROGRESS: at 1.40% examples, 207076 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:24,450 : INFO : EPOCH 7 - PROGRESS: at 1.49% examples, 201762 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:25,556 : INFO : EPOCH 7 - PROGRESS: at 1.57% examples, 196884 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:26,557 : INFO : EPOCH 7 - PROGRESS: at 1.62% examples, 192329 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:27,601 : INFO : EPOCH 7 - PROGRESS: at 1.70% examples, 189359 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:28,665 : INFO : EPOCH 7 - PROGRESS: at 1.76% examples, 184756 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:29,788 : INFO : EPOCH 7 - PROGRESS: at 1.82% examples, 179829 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:30,793 : INFO : EPOCH 7 - PROGRESS: at 1.88% examples, 175597 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:31,899 : INFO : EPOCH 7 - PROGRESS: at 1.94% examples, 171424 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:32,921 : INFO : EPOCH 7 - PROGRESS: at 2.03% examples, 170480 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:33,941 : INFO : EPOCH 7 - PROGRESS: at 2.15% examples, 172512 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:34,944 : INFO : EPOCH 7 - PROGRESS: at 2.27% examples, 174294 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:35,947 : INFO : EPOCH 7 - PROGRESS: at 2.38% examples, 176273 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:36,984 : INFO : EPOCH 7 - PROGRESS: at 2.51% examples, 177784 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:38,029 : INFO : EPOCH 7 - PROGRESS: at 2.61% examples, 178944 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:39,032 : INFO : EPOCH 7 - PROGRESS: at 2.72% examples, 180745 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:40,054 : INFO : EPOCH 7 - PROGRESS: at 2.81% examples, 181241 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:41,093 : INFO : EPOCH 7 - PROGRESS: at 2.89% examples, 180342 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:42,097 : INFO : EPOCH 7 - PROGRESS: at 2.96% examples, 179089 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:43,105 : INFO : EPOCH 7 - PROGRESS: at 3.02% examples, 177593 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:11:44,110 : INFO : EPOCH 7 - PROGRESS: at 3.10% examples, 176556 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:45,111 : INFO : EPOCH 7 - PROGRESS: at 3.18% examples, 174968 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:46,169 : INFO : EPOCH 7 - PROGRESS: at 3.26% examples, 175000 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:47,181 : INFO : EPOCH 7 - PROGRESS: at 3.38% examples, 175242 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:48,189 : INFO : EPOCH 7 - PROGRESS: at 3.48% examples, 175195 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:49,215 : INFO : EPOCH 7 - PROGRESS: at 3.55% examples, 175066 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:50,249 : INFO : EPOCH 7 - PROGRESS: at 3.67% examples, 175052 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:51,259 : INFO : EPOCH 7 - PROGRESS: at 3.77% examples, 175021 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:52,291 : INFO : EPOCH 7 - PROGRESS: at 3.86% examples, 175003 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:53,319 : INFO : EPOCH 7 - PROGRESS: at 3.96% examples, 175115 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:54,346 : INFO : EPOCH 7 - PROGRESS: at 4.06% examples, 175046 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:55,395 : INFO : EPOCH 7 - PROGRESS: at 4.16% examples, 175035 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:56,430 : INFO : EPOCH 7 - PROGRESS: at 4.26% examples, 175031 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:57,463 : INFO : EPOCH 7 - PROGRESS: at 4.35% examples, 174991 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:58,487 : INFO : EPOCH 7 - PROGRESS: at 4.45% examples, 175081 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:11:59,509 : INFO : EPOCH 7 - PROGRESS: at 4.55% examples, 174980 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:00,520 : INFO : EPOCH 7 - PROGRESS: at 4.63% examples, 174985 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:01,551 : INFO : EPOCH 7 - PROGRESS: at 4.76% examples, 175931 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:02,570 : INFO : EPOCH 7 - PROGRESS: at 4.90% examples, 176835 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:03,571 : INFO : EPOCH 7 - PROGRESS: at 5.02% examples, 177655 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:04,578 : INFO : EPOCH 7 - PROGRESS: at 5.14% examples, 178381 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:05,618 : INFO : EPOCH 7 - PROGRESS: at 5.26% examples, 179117 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:06,657 : INFO : EPOCH 7 - PROGRESS: at 5.39% examples, 179911 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:07,667 : INFO : EPOCH 7 - PROGRESS: at 5.51% examples, 180586 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:08,755 : INFO : EPOCH 7 - PROGRESS: at 5.64% examples, 181202 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:09,767 : INFO : EPOCH 7 - PROGRESS: at 5.75% examples, 181968 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:10,770 : INFO : EPOCH 7 - PROGRESS: at 5.85% examples, 182502 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:11,804 : INFO : EPOCH 7 - PROGRESS: at 5.99% examples, 183251 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:12,844 : INFO : EPOCH 7 - PROGRESS: at 6.10% examples, 183664 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:13,859 : INFO : EPOCH 7 - PROGRESS: at 6.23% examples, 184333 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:14,877 : INFO : EPOCH 7 - PROGRESS: at 6.36% examples, 184930 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:15,908 : INFO : EPOCH 7 - PROGRESS: at 6.47% examples, 185430 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:16,939 : INFO : EPOCH 7 - PROGRESS: at 6.56% examples, 185859 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:18,006 : INFO : EPOCH 7 - PROGRESS: at 6.68% examples, 186349 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:19,024 : INFO : EPOCH 7 - PROGRESS: at 6.81% examples, 186950 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:20,121 : INFO : EPOCH 7 - PROGRESS: at 6.92% examples, 187305 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:21,127 : INFO : EPOCH 7 - PROGRESS: at 7.05% examples, 187900 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:22,159 : INFO : EPOCH 7 - PROGRESS: at 7.16% examples, 188226 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:23,214 : INFO : EPOCH 7 - PROGRESS: at 7.29% examples, 188722 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:24,263 : INFO : EPOCH 7 - PROGRESS: at 7.39% examples, 189092 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:25,264 : INFO : EPOCH 7 - PROGRESS: at 7.53% examples, 189630 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:26,307 : INFO : EPOCH 7 - PROGRESS: at 7.64% examples, 189944 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:27,416 : INFO : EPOCH 7 - PROGRESS: at 7.76% examples, 190264 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:28,452 : INFO : EPOCH 7 - PROGRESS: at 7.88% examples, 190675 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:29,489 : INFO : EPOCH 7 - PROGRESS: at 7.99% examples, 191061 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:30,503 : INFO : EPOCH 7 - PROGRESS: at 8.12% examples, 191416 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:31,525 : INFO : EPOCH 7 - PROGRESS: at 8.22% examples, 191752 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:32,558 : INFO : EPOCH 7 - PROGRESS: at 8.35% examples, 192127 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:33,598 : INFO : EPOCH 7 - PROGRESS: at 8.46% examples, 192494 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:34,616 : INFO : EPOCH 7 - PROGRESS: at 8.58% examples, 192760 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:35,618 : INFO : EPOCH 7 - PROGRESS: at 8.73% examples, 193075 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:36,632 : INFO : EPOCH 7 - PROGRESS: at 8.86% examples, 193354 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:37,639 : INFO : EPOCH 7 - PROGRESS: at 8.96% examples, 193685 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:38,642 : INFO : EPOCH 7 - PROGRESS: at 9.07% examples, 193964 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:39,692 : INFO : EPOCH 7 - PROGRESS: at 9.19% examples, 194154 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:40,692 : INFO : EPOCH 7 - PROGRESS: at 9.30% examples, 194473 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:41,697 : INFO : EPOCH 7 - PROGRESS: at 9.42% examples, 194772 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:42,762 : INFO : EPOCH 7 - PROGRESS: at 9.55% examples, 195001 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:43,767 : INFO : EPOCH 7 - PROGRESS: at 9.66% examples, 195380 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:44,774 : INFO : EPOCH 7 - PROGRESS: at 9.77% examples, 195502 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:45,822 : INFO : EPOCH 7 - PROGRESS: at 9.89% examples, 195620 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:46,834 : INFO : EPOCH 7 - PROGRESS: at 10.01% examples, 195797 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:47,844 : INFO : EPOCH 7 - PROGRESS: at 10.12% examples, 196111 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:48,846 : INFO : EPOCH 7 - PROGRESS: at 10.22% examples, 196334 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:49,849 : INFO : EPOCH 7 - PROGRESS: at 10.31% examples, 196499 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:50,857 : INFO : EPOCH 7 - PROGRESS: at 10.44% examples, 196751 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:51,874 : INFO : EPOCH 7 - PROGRESS: at 10.57% examples, 196906 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:52,880 : INFO : EPOCH 7 - PROGRESS: at 10.71% examples, 197115 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:53,939 : INFO : EPOCH 7 - PROGRESS: at 10.83% examples, 197314 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:54,940 : INFO : EPOCH 7 - PROGRESS: at 10.93% examples, 197563 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:55,942 : INFO : EPOCH 7 - PROGRESS: at 11.07% examples, 197729 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:56,988 : INFO : EPOCH 7 - PROGRESS: at 11.18% examples, 197894 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:58,035 : INFO : EPOCH 7 - PROGRESS: at 11.30% examples, 198119 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:12:59,076 : INFO : EPOCH 7 - PROGRESS: at 11.42% examples, 198352 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:00,120 : INFO : EPOCH 7 - PROGRESS: at 11.53% examples, 198548 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:01,144 : INFO : EPOCH 7 - PROGRESS: at 11.66% examples, 198731 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:02,153 : INFO : EPOCH 7 - PROGRESS: at 11.78% examples, 198956 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:03,164 : INFO : EPOCH 7 - PROGRESS: at 11.89% examples, 199085 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:04,189 : INFO : EPOCH 7 - PROGRESS: at 12.00% examples, 199247 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:05,266 : INFO : EPOCH 7 - PROGRESS: at 12.12% examples, 199407 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:06,273 : INFO : EPOCH 7 - PROGRESS: at 12.25% examples, 199589 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:07,292 : INFO : EPOCH 7 - PROGRESS: at 12.37% examples, 199747 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:08,321 : INFO : EPOCH 7 - PROGRESS: at 12.49% examples, 199930 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:09,354 : INFO : EPOCH 7 - PROGRESS: at 12.59% examples, 200105 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:10,427 : INFO : EPOCH 7 - PROGRESS: at 12.71% examples, 200233 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:11,450 : INFO : EPOCH 7 - PROGRESS: at 12.84% examples, 200484 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:12,464 : INFO : EPOCH 7 - PROGRESS: at 12.95% examples, 200557 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:13,506 : INFO : EPOCH 7 - PROGRESS: at 13.05% examples, 200692 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:14,550 : INFO : EPOCH 7 - PROGRESS: at 13.17% examples, 200793 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:15,602 : INFO : EPOCH 7 - PROGRESS: at 13.30% examples, 200894 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:16,632 : INFO : EPOCH 7 - PROGRESS: at 13.40% examples, 200981 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:17,720 : INFO : EPOCH 7 - PROGRESS: at 13.54% examples, 201118 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:18,773 : INFO : EPOCH 7 - PROGRESS: at 13.66% examples, 201289 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:19,797 : INFO : EPOCH 7 - PROGRESS: at 13.77% examples, 201429 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:20,805 : INFO : EPOCH 7 - PROGRESS: at 13.89% examples, 201622 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:21,820 : INFO : EPOCH 7 - PROGRESS: at 13.99% examples, 201657 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:22,878 : INFO : EPOCH 7 - PROGRESS: at 14.14% examples, 201804 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:23,920 : INFO : EPOCH 7 - PROGRESS: at 14.27% examples, 201967 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:24,953 : INFO : EPOCH 7 - PROGRESS: at 14.40% examples, 202098 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:25,956 : INFO : EPOCH 7 - PROGRESS: at 14.52% examples, 202282 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:26,976 : INFO : EPOCH 7 - PROGRESS: at 14.64% examples, 202342 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:27,976 : INFO : EPOCH 7 - PROGRESS: at 14.75% examples, 202449 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:28,996 : INFO : EPOCH 7 - PROGRESS: at 14.85% examples, 202602 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:30,004 : INFO : EPOCH 7 - PROGRESS: at 14.98% examples, 202731 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:31,023 : INFO : EPOCH 7 - PROGRESS: at 15.10% examples, 202834 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:32,063 : INFO : EPOCH 7 - PROGRESS: at 15.22% examples, 202926 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:33,101 : INFO : EPOCH 7 - PROGRESS: at 15.34% examples, 203063 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:34,142 : INFO : EPOCH 7 - PROGRESS: at 15.47% examples, 203131 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:35,197 : INFO : EPOCH 7 - PROGRESS: at 15.59% examples, 203239 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:36,207 : INFO : EPOCH 7 - PROGRESS: at 15.73% examples, 203385 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:37,219 : INFO : EPOCH 7 - PROGRESS: at 15.86% examples, 203471 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:38,224 : INFO : EPOCH 7 - PROGRESS: at 15.98% examples, 203598 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:39,230 : INFO : EPOCH 7 - PROGRESS: at 16.10% examples, 203702 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:40,261 : INFO : EPOCH 7 - PROGRESS: at 16.22% examples, 203796 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:41,301 : INFO : EPOCH 7 - PROGRESS: at 16.35% examples, 203903 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:42,381 : INFO : EPOCH 7 - PROGRESS: at 16.48% examples, 203967 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:43,396 : INFO : EPOCH 7 - PROGRESS: at 16.61% examples, 204082 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:44,482 : INFO : EPOCH 7 - PROGRESS: at 16.73% examples, 204166 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:45,490 : INFO : EPOCH 7 - PROGRESS: at 16.85% examples, 204282 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:46,513 : INFO : EPOCH 7 - PROGRESS: at 16.96% examples, 204371 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:47,516 : INFO : EPOCH 7 - PROGRESS: at 17.07% examples, 204482 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:48,519 : INFO : EPOCH 7 - PROGRESS: at 17.18% examples, 204586 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:49,526 : INFO : EPOCH 7 - PROGRESS: at 17.29% examples, 204649 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:50,560 : INFO : EPOCH 7 - PROGRESS: at 17.42% examples, 204720 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:51,590 : INFO : EPOCH 7 - PROGRESS: at 17.55% examples, 204826 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:52,608 : INFO : EPOCH 7 - PROGRESS: at 17.64% examples, 204889 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:53,645 : INFO : EPOCH 7 - PROGRESS: at 17.78% examples, 204986 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:54,655 : INFO : EPOCH 7 - PROGRESS: at 17.89% examples, 205128 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:55,704 : INFO : EPOCH 7 - PROGRESS: at 18.01% examples, 205169 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:56,733 : INFO : EPOCH 7 - PROGRESS: at 18.13% examples, 205240 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:57,771 : INFO : EPOCH 7 - PROGRESS: at 18.23% examples, 205334 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:58,799 : INFO : EPOCH 7 - PROGRESS: at 18.34% examples, 205416 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:13:59,846 : INFO : EPOCH 7 - PROGRESS: at 18.47% examples, 205478 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:00,920 : INFO : EPOCH 7 - PROGRESS: at 18.58% examples, 205567 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:01,921 : INFO : EPOCH 7 - PROGRESS: at 18.71% examples, 205638 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:02,963 : INFO : EPOCH 7 - PROGRESS: at 18.83% examples, 205747 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:03,971 : INFO : EPOCH 7 - PROGRESS: at 18.93% examples, 205797 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:04,976 : INFO : EPOCH 7 - PROGRESS: at 19.06% examples, 205865 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:05,976 : INFO : EPOCH 7 - PROGRESS: at 19.18% examples, 205957 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:06,984 : INFO : EPOCH 7 - PROGRESS: at 19.31% examples, 206020 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:07,988 : INFO : EPOCH 7 - PROGRESS: at 19.41% examples, 206088 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:09,014 : INFO : EPOCH 7 - PROGRESS: at 19.54% examples, 206163 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:10,020 : INFO : EPOCH 7 - PROGRESS: at 19.66% examples, 206252 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:11,041 : INFO : EPOCH 7 - PROGRESS: at 19.78% examples, 206314 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:12,043 : INFO : EPOCH 7 - PROGRESS: at 19.91% examples, 206391 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:13,068 : INFO : EPOCH 7 - PROGRESS: at 20.04% examples, 206430 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:14,140 : INFO : EPOCH 7 - PROGRESS: at 20.18% examples, 206471 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:15,157 : INFO : EPOCH 7 - PROGRESS: at 20.29% examples, 206562 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:16,188 : INFO : EPOCH 7 - PROGRESS: at 20.41% examples, 206611 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:17,214 : INFO : EPOCH 7 - PROGRESS: at 20.54% examples, 206676 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:18,254 : INFO : EPOCH 7 - PROGRESS: at 20.67% examples, 206748 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:19,273 : INFO : EPOCH 7 - PROGRESS: at 20.79% examples, 206842 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:20,299 : INFO : EPOCH 7 - PROGRESS: at 20.90% examples, 206873 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:21,309 : INFO : EPOCH 7 - PROGRESS: at 21.03% examples, 206961 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:22,317 : INFO : EPOCH 7 - PROGRESS: at 21.15% examples, 207043 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:23,349 : INFO : EPOCH 7 - PROGRESS: at 21.27% examples, 207097 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:24,369 : INFO : EPOCH 7 - PROGRESS: at 21.38% examples, 207166 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:25,373 : INFO : EPOCH 7 - PROGRESS: at 21.51% examples, 207216 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:26,378 : INFO : EPOCH 7 - PROGRESS: at 21.64% examples, 207303 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:27,382 : INFO : EPOCH 7 - PROGRESS: at 21.75% examples, 207336 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:28,384 : INFO : EPOCH 7 - PROGRESS: at 21.89% examples, 207359 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:29,406 : INFO : EPOCH 7 - PROGRESS: at 22.00% examples, 207423 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:30,452 : INFO : EPOCH 7 - PROGRESS: at 22.11% examples, 207480 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:31,491 : INFO : EPOCH 7 - PROGRESS: at 22.23% examples, 207558 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:32,551 : INFO : EPOCH 7 - PROGRESS: at 22.34% examples, 207607 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:33,569 : INFO : EPOCH 7 - PROGRESS: at 22.47% examples, 207686 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:34,594 : INFO : EPOCH 7 - PROGRESS: at 22.58% examples, 207688 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:35,636 : INFO : EPOCH 7 - PROGRESS: at 22.69% examples, 207769 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:36,657 : INFO : EPOCH 7 - PROGRESS: at 22.81% examples, 207807 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:37,665 : INFO : EPOCH 7 - PROGRESS: at 22.94% examples, 207891 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:38,684 : INFO : EPOCH 7 - PROGRESS: at 23.05% examples, 207918 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:39,695 : INFO : EPOCH 7 - PROGRESS: at 23.18% examples, 207996 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:40,705 : INFO : EPOCH 7 - PROGRESS: at 23.29% examples, 208020 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:41,728 : INFO : EPOCH 7 - PROGRESS: at 23.41% examples, 208061 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:42,739 : INFO : EPOCH 7 - PROGRESS: at 23.52% examples, 208076 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:43,774 : INFO : EPOCH 7 - PROGRESS: at 23.64% examples, 208118 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:44,786 : INFO : EPOCH 7 - PROGRESS: at 23.76% examples, 208153 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:45,809 : INFO : EPOCH 7 - PROGRESS: at 23.86% examples, 208213 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:46,809 : INFO : EPOCH 7 - PROGRESS: at 23.99% examples, 208289 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:47,814 : INFO : EPOCH 7 - PROGRESS: at 24.11% examples, 208327 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:48,818 : INFO : EPOCH 7 - PROGRESS: at 24.22% examples, 208355 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:49,827 : INFO : EPOCH 7 - PROGRESS: at 24.36% examples, 208436 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:50,835 : INFO : EPOCH 7 - PROGRESS: at 24.50% examples, 208488 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:51,858 : INFO : EPOCH 7 - PROGRESS: at 24.59% examples, 208301 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:14:52,918 : INFO : EPOCH 7 - PROGRESS: at 24.68% examples, 208098 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:53,922 : INFO : EPOCH 7 - PROGRESS: at 24.75% examples, 207851 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:54,924 : INFO : EPOCH 7 - PROGRESS: at 24.84% examples, 207507 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:55,952 : INFO : EPOCH 7 - PROGRESS: at 24.91% examples, 207145 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:56,968 : INFO : EPOCH 7 - PROGRESS: at 24.99% examples, 206850 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:57,985 : INFO : EPOCH 7 - PROGRESS: at 25.07% examples, 206533 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:14:59,012 : INFO : EPOCH 7 - PROGRESS: at 25.14% examples, 206156 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:00,091 : INFO : EPOCH 7 - PROGRESS: at 25.22% examples, 205785 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:01,114 : INFO : EPOCH 7 - PROGRESS: at 25.29% examples, 205455 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:15:02,123 : INFO : EPOCH 7 - PROGRESS: at 25.37% examples, 205089 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:15:03,180 : INFO : EPOCH 7 - PROGRESS: at 25.44% examples, 204893 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:04,199 : INFO : EPOCH 7 - PROGRESS: at 25.56% examples, 204986 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:05,217 : INFO : EPOCH 7 - PROGRESS: at 25.68% examples, 205029 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:06,240 : INFO : EPOCH 7 - PROGRESS: at 25.82% examples, 205100 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:07,283 : INFO : EPOCH 7 - PROGRESS: at 25.93% examples, 205154 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:08,284 : INFO : EPOCH 7 - PROGRESS: at 26.04% examples, 205102 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:09,325 : INFO : EPOCH 7 - PROGRESS: at 26.12% examples, 204775 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:10,372 : INFO : EPOCH 7 - PROGRESS: at 26.21% examples, 204506 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:11,441 : INFO : EPOCH 7 - PROGRESS: at 26.27% examples, 204179 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:12,465 : INFO : EPOCH 7 - PROGRESS: at 26.35% examples, 203842 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:13,472 : INFO : EPOCH 7 - PROGRESS: at 26.43% examples, 203615 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:14,487 : INFO : EPOCH 7 - PROGRESS: at 26.55% examples, 203543 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:15,488 : INFO : EPOCH 7 - PROGRESS: at 26.65% examples, 203419 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:15:16,504 : INFO : EPOCH 7 - PROGRESS: at 26.76% examples, 203408 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:17,524 : INFO : EPOCH 7 - PROGRESS: at 26.86% examples, 203468 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:18,524 : INFO : EPOCH 7 - PROGRESS: at 26.98% examples, 203504 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:19,562 : INFO : EPOCH 7 - PROGRESS: at 27.12% examples, 203561 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:20,631 : INFO : EPOCH 7 - PROGRESS: at 27.25% examples, 203639 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:21,644 : INFO : EPOCH 7 - PROGRESS: at 27.36% examples, 203694 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:22,654 : INFO : EPOCH 7 - PROGRESS: at 27.47% examples, 203782 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:15:23,660 : INFO : EPOCH 7 - PROGRESS: at 27.60% examples, 203827 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:24,662 : INFO : EPOCH 7 - PROGRESS: at 27.73% examples, 203907 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:25,727 : INFO : EPOCH 7 - PROGRESS: at 27.83% examples, 203865 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:26,730 : INFO : EPOCH 7 - PROGRESS: at 27.94% examples, 203948 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:27,761 : INFO : EPOCH 7 - PROGRESS: at 28.05% examples, 203975 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:28,767 : INFO : EPOCH 7 - PROGRESS: at 28.17% examples, 204054 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:29,835 : INFO : EPOCH 7 - PROGRESS: at 28.29% examples, 204085 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:30,881 : INFO : EPOCH 7 - PROGRESS: at 28.42% examples, 204132 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:31,924 : INFO : EPOCH 7 - PROGRESS: at 28.54% examples, 204163 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:32,942 : INFO : EPOCH 7 - PROGRESS: at 28.65% examples, 204219 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:33,995 : INFO : EPOCH 7 - PROGRESS: at 28.77% examples, 204256 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:35,023 : INFO : EPOCH 7 - PROGRESS: at 28.89% examples, 204331 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:36,053 : INFO : EPOCH 7 - PROGRESS: at 29.00% examples, 204371 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:37,073 : INFO : EPOCH 7 - PROGRESS: at 29.11% examples, 204433 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:38,106 : INFO : EPOCH 7 - PROGRESS: at 29.22% examples, 204497 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:39,128 : INFO : EPOCH 7 - PROGRESS: at 29.35% examples, 204562 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:40,146 : INFO : EPOCH 7 - PROGRESS: at 29.46% examples, 204600 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:41,150 : INFO : EPOCH 7 - PROGRESS: at 29.58% examples, 204665 words/s, in_qsize 6, out_qsize 0
2020-07-16 20:15:42,179 : INFO : EPOCH 7 - PROGRESS: at 29.70% examples, 204702 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:43,209 : INFO : EPOCH 7 - PROGRESS: at 29.82% examples, 204741 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:44,301 : INFO : EPOCH 7 - PROGRESS: at 29.93% examples, 204780 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:45,303 : INFO : EPOCH 7 - PROGRESS: at 30.04% examples, 204861 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:46,319 : INFO : EPOCH 7 - PROGRESS: at 30.16% examples, 204897 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:47,350 : INFO : EPOCH 7 - PROGRESS: at 30.27% examples, 204940 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:48,407 : INFO : EPOCH 7 - PROGRESS: at 30.38% examples, 204972 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:49,453 : INFO : EPOCH 7 - PROGRESS: at 30.50% examples, 204984 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:50,478 : INFO : EPOCH 7 - PROGRESS: at 30.63% examples, 205029 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:51,534 : INFO : EPOCH 7 - PROGRESS: at 30.72% examples, 204949 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:52,555 : INFO : EPOCH 7 - PROGRESS: at 30.83% examples, 204873 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:53,569 : INFO : EPOCH 7 - PROGRESS: at 30.97% examples, 204951 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:54,575 : INFO : EPOCH 7 - PROGRESS: at 31.07% examples, 204967 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:55,605 : INFO : EPOCH 7 - PROGRESS: at 31.21% examples, 205034 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:56,625 : INFO : EPOCH 7 - PROGRESS: at 31.35% examples, 205063 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:57,632 : INFO : EPOCH 7 - PROGRESS: at 31.48% examples, 205145 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:58,634 : INFO : EPOCH 7 - PROGRESS: at 31.59% examples, 205182 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:15:59,672 : INFO : EPOCH 7 - PROGRESS: at 31.71% examples, 205201 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:00,707 : INFO : EPOCH 7 - PROGRESS: at 31.83% examples, 205255 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:01,757 : INFO : EPOCH 7 - PROGRESS: at 31.94% examples, 205304 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:02,757 : INFO : EPOCH 7 - PROGRESS: at 32.05% examples, 205345 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:03,789 : INFO : EPOCH 7 - PROGRESS: at 32.16% examples, 205392 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:04,805 : INFO : EPOCH 7 - PROGRESS: at 32.28% examples, 205435 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:05,839 : INFO : EPOCH 7 - PROGRESS: at 32.41% examples, 205474 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:06,881 : INFO : EPOCH 7 - PROGRESS: at 32.52% examples, 205529 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:07,884 : INFO : EPOCH 7 - PROGRESS: at 32.64% examples, 205575 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:08,940 : INFO : EPOCH 7 - PROGRESS: at 32.75% examples, 205610 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:09,962 : INFO : EPOCH 7 - PROGRESS: at 32.86% examples, 205683 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:10,990 : INFO : EPOCH 7 - PROGRESS: at 32.98% examples, 205703 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:12,008 : INFO : EPOCH 7 - PROGRESS: at 33.09% examples, 205759 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:13,056 : INFO : EPOCH 7 - PROGRESS: at 33.21% examples, 205790 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:14,108 : INFO : EPOCH 7 - PROGRESS: at 33.34% examples, 205823 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:15,124 : INFO : EPOCH 7 - PROGRESS: at 33.46% examples, 205883 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:16,140 : INFO : EPOCH 7 - PROGRESS: at 33.56% examples, 205927 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:17,162 : INFO : EPOCH 7 - PROGRESS: at 33.68% examples, 205956 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:18,169 : INFO : EPOCH 7 - PROGRESS: at 33.81% examples, 206014 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:19,179 : INFO : EPOCH 7 - PROGRESS: at 33.94% examples, 206071 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:20,184 : INFO : EPOCH 7 - PROGRESS: at 34.04% examples, 206079 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:21,203 : INFO : EPOCH 7 - PROGRESS: at 34.17% examples, 206137 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:22,210 : INFO : EPOCH 7 - PROGRESS: at 34.30% examples, 206156 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:23,244 : INFO : EPOCH 7 - PROGRESS: at 34.43% examples, 206201 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:24,280 : INFO : EPOCH 7 - PROGRESS: at 34.54% examples, 206249 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:25,305 : INFO : EPOCH 7 - PROGRESS: at 34.67% examples, 206295 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:26,316 : INFO : EPOCH 7 - PROGRESS: at 34.77% examples, 206317 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:27,349 : INFO : EPOCH 7 - PROGRESS: at 34.89% examples, 206363 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:28,376 : INFO : EPOCH 7 - PROGRESS: at 35.01% examples, 206377 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:29,380 : INFO : EPOCH 7 - PROGRESS: at 35.12% examples, 206435 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:30,392 : INFO : EPOCH 7 - PROGRESS: at 35.25% examples, 206481 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:31,408 : INFO : EPOCH 7 - PROGRESS: at 35.37% examples, 206525 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:32,433 : INFO : EPOCH 7 - PROGRESS: at 35.49% examples, 206553 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:33,446 : INFO : EPOCH 7 - PROGRESS: at 35.60% examples, 206589 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:34,507 : INFO : EPOCH 7 - PROGRESS: at 35.71% examples, 206617 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:35,514 : INFO : EPOCH 7 - PROGRESS: at 35.83% examples, 206675 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:36,523 : INFO : EPOCH 7 - PROGRESS: at 35.96% examples, 206702 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:37,556 : INFO : EPOCH 7 - PROGRESS: at 36.09% examples, 206739 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:38,580 : INFO : EPOCH 7 - PROGRESS: at 36.22% examples, 206801 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:39,627 : INFO : EPOCH 7 - PROGRESS: at 36.33% examples, 206815 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:40,644 : INFO : EPOCH 7 - PROGRESS: at 36.46% examples, 206862 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:41,660 : INFO : EPOCH 7 - PROGRESS: at 36.59% examples, 206901 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:42,693 : INFO : EPOCH 7 - PROGRESS: at 36.71% examples, 206891 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:43,695 : INFO : EPOCH 7 - PROGRESS: at 36.84% examples, 206903 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:44,762 : INFO : EPOCH 7 - PROGRESS: at 36.98% examples, 206947 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:45,867 : INFO : EPOCH 7 - PROGRESS: at 37.10% examples, 206973 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:46,930 : INFO : EPOCH 7 - PROGRESS: at 37.23% examples, 207022 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:47,957 : INFO : EPOCH 7 - PROGRESS: at 37.35% examples, 207060 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:48,965 : INFO : EPOCH 7 - PROGRESS: at 37.47% examples, 207091 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:49,968 : INFO : EPOCH 7 - PROGRESS: at 37.59% examples, 207127 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:50,991 : INFO : EPOCH 7 - PROGRESS: at 37.72% examples, 207155 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:52,008 : INFO : EPOCH 7 - PROGRESS: at 37.84% examples, 207195 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:53,040 : INFO : EPOCH 7 - PROGRESS: at 37.95% examples, 207228 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:54,091 : INFO : EPOCH 7 - PROGRESS: at 38.07% examples, 207264 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:55,119 : INFO : EPOCH 7 - PROGRESS: at 38.19% examples, 207306 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:56,130 : INFO : EPOCH 7 - PROGRESS: at 38.30% examples, 207328 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:57,152 : INFO : EPOCH 7 - PROGRESS: at 38.43% examples, 207367 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:58,168 : INFO : EPOCH 7 - PROGRESS: at 38.54% examples, 207405 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:16:59,195 : INFO : EPOCH 7 - PROGRESS: at 38.65% examples, 207434 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:00,225 : INFO : EPOCH 7 - PROGRESS: at 38.78% examples, 207473 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:01,253 : INFO : EPOCH 7 - PROGRESS: at 38.89% examples, 207483 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:02,258 : INFO : EPOCH 7 - PROGRESS: at 39.01% examples, 207546 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:03,293 : INFO : EPOCH 7 - PROGRESS: at 39.13% examples, 207544 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:04,293 : INFO : EPOCH 7 - PROGRESS: at 39.24% examples, 207607 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:05,305 : INFO : EPOCH 7 - PROGRESS: at 39.37% examples, 207641 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:06,306 : INFO : EPOCH 7 - PROGRESS: at 39.48% examples, 207659 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:07,386 : INFO : EPOCH 7 - PROGRESS: at 39.60% examples, 207676 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:08,415 : INFO : EPOCH 7 - PROGRESS: at 39.72% examples, 207712 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:09,441 : INFO : EPOCH 7 - PROGRESS: at 39.84% examples, 207748 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:10,450 : INFO : EPOCH 7 - PROGRESS: at 39.95% examples, 207797 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:11,494 : INFO : EPOCH 7 - PROGRESS: at 40.08% examples, 207819 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:12,495 : INFO : EPOCH 7 - PROGRESS: at 40.20% examples, 207838 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:13,508 : INFO : EPOCH 7 - PROGRESS: at 40.31% examples, 207873 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:14,552 : INFO : EPOCH 7 - PROGRESS: at 40.43% examples, 207888 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:15,555 : INFO : EPOCH 7 - PROGRESS: at 40.55% examples, 207902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:16,567 : INFO : EPOCH 7 - PROGRESS: at 40.66% examples, 207922 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:17,645 : INFO : EPOCH 7 - PROGRESS: at 40.79% examples, 207928 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:18,648 : INFO : EPOCH 7 - PROGRESS: at 40.90% examples, 207963 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:19,732 : INFO : EPOCH 7 - PROGRESS: at 41.03% examples, 207997 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:20,816 : INFO : EPOCH 7 - PROGRESS: at 41.15% examples, 208024 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:21,893 : INFO : EPOCH 7 - PROGRESS: at 41.29% examples, 208047 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:22,893 : INFO : EPOCH 7 - PROGRESS: at 41.40% examples, 208097 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:23,902 : INFO : EPOCH 7 - PROGRESS: at 41.50% examples, 208114 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:24,967 : INFO : EPOCH 7 - PROGRESS: at 41.62% examples, 208131 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:25,982 : INFO : EPOCH 7 - PROGRESS: at 41.76% examples, 208174 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:27,038 : INFO : EPOCH 7 - PROGRESS: at 41.88% examples, 208192 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:28,041 : INFO : EPOCH 7 - PROGRESS: at 42.01% examples, 208253 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:29,068 : INFO : EPOCH 7 - PROGRESS: at 42.13% examples, 208259 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:30,105 : INFO : EPOCH 7 - PROGRESS: at 42.25% examples, 208287 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:31,121 : INFO : EPOCH 7 - PROGRESS: at 42.38% examples, 208321 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:32,136 : INFO : EPOCH 7 - PROGRESS: at 42.49% examples, 208345 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:33,187 : INFO : EPOCH 7 - PROGRESS: at 42.61% examples, 208372 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:34,195 : INFO : EPOCH 7 - PROGRESS: at 42.73% examples, 208390 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:35,216 : INFO : EPOCH 7 - PROGRESS: at 42.84% examples, 208424 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:36,219 : INFO : EPOCH 7 - PROGRESS: at 42.98% examples, 208466 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:37,222 : INFO : EPOCH 7 - PROGRESS: at 43.08% examples, 208499 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:38,240 : INFO : EPOCH 7 - PROGRESS: at 43.18% examples, 208494 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:39,241 : INFO : EPOCH 7 - PROGRESS: at 43.29% examples, 208527 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:40,258 : INFO : EPOCH 7 - PROGRESS: at 43.41% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:41,293 : INFO : EPOCH 7 - PROGRESS: at 43.54% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:42,347 : INFO : EPOCH 7 - PROGRESS: at 43.67% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:43,377 : INFO : EPOCH 7 - PROGRESS: at 43.78% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:44,393 : INFO : EPOCH 7 - PROGRESS: at 43.90% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:45,406 : INFO : EPOCH 7 - PROGRESS: at 44.01% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:46,421 : INFO : EPOCH 7 - PROGRESS: at 44.12% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:47,446 : INFO : EPOCH 7 - PROGRESS: at 44.23% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:48,525 : INFO : EPOCH 7 - PROGRESS: at 44.35% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:49,526 : INFO : EPOCH 7 - PROGRESS: at 44.47% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:50,532 : INFO : EPOCH 7 - PROGRESS: at 44.58% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:51,574 : INFO : EPOCH 7 - PROGRESS: at 44.71% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:52,619 : INFO : EPOCH 7 - PROGRESS: at 44.82% examples, 208854 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:53,688 : INFO : EPOCH 7 - PROGRESS: at 44.93% examples, 208875 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:54,700 : INFO : EPOCH 7 - PROGRESS: at 45.07% examples, 208915 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:55,716 : INFO : EPOCH 7 - PROGRESS: at 45.18% examples, 208930 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:56,727 : INFO : EPOCH 7 - PROGRESS: at 45.30% examples, 208954 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:57,732 : INFO : EPOCH 7 - PROGRESS: at 45.41% examples, 208984 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:58,747 : INFO : EPOCH 7 - PROGRESS: at 45.53% examples, 209018 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:17:59,753 : INFO : EPOCH 7 - PROGRESS: at 45.64% examples, 209034 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:00,765 : INFO : EPOCH 7 - PROGRESS: at 45.75% examples, 208988 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:01,782 : INFO : EPOCH 7 - PROGRESS: at 45.84% examples, 208861 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:02,880 : INFO : EPOCH 7 - PROGRESS: at 45.93% examples, 208670 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:18:03,938 : INFO : EPOCH 7 - PROGRESS: at 46.01% examples, 208463 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:04,973 : INFO : EPOCH 7 - PROGRESS: at 46.08% examples, 208279 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:05,976 : INFO : EPOCH 7 - PROGRESS: at 46.18% examples, 208159 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:07,000 : INFO : EPOCH 7 - PROGRESS: at 46.27% examples, 208065 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:08,003 : INFO : EPOCH 7 - PROGRESS: at 46.36% examples, 207983 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:09,023 : INFO : EPOCH 7 - PROGRESS: at 46.47% examples, 207920 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:10,048 : INFO : EPOCH 7 - PROGRESS: at 46.56% examples, 207820 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:11,065 : INFO : EPOCH 7 - PROGRESS: at 46.66% examples, 207752 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:12,079 : INFO : EPOCH 7 - PROGRESS: at 46.74% examples, 207661 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:13,107 : INFO : EPOCH 7 - PROGRESS: at 46.85% examples, 207596 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:14,151 : INFO : EPOCH 7 - PROGRESS: at 46.93% examples, 207495 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:15,229 : INFO : EPOCH 7 - PROGRESS: at 47.03% examples, 207405 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:16,251 : INFO : EPOCH 7 - PROGRESS: at 47.13% examples, 207347 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:17,278 : INFO : EPOCH 7 - PROGRESS: at 47.23% examples, 207267 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:18,291 : INFO : EPOCH 7 - PROGRESS: at 47.33% examples, 207198 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:19,310 : INFO : EPOCH 7 - PROGRESS: at 47.44% examples, 207135 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:18:20,317 : INFO : EPOCH 7 - PROGRESS: at 47.53% examples, 207058 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:21,328 : INFO : EPOCH 7 - PROGRESS: at 47.63% examples, 206987 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:22,363 : INFO : EPOCH 7 - PROGRESS: at 47.74% examples, 206912 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:23,382 : INFO : EPOCH 7 - PROGRESS: at 47.84% examples, 206837 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:24,422 : INFO : EPOCH 7 - PROGRESS: at 47.93% examples, 206757 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:25,448 : INFO : EPOCH 7 - PROGRESS: at 48.02% examples, 206669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:26,498 : INFO : EPOCH 7 - PROGRESS: at 48.11% examples, 206599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:27,518 : INFO : EPOCH 7 - PROGRESS: at 48.22% examples, 206531 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:28,579 : INFO : EPOCH 7 - PROGRESS: at 48.33% examples, 206464 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:29,669 : INFO : EPOCH 7 - PROGRESS: at 48.41% examples, 206372 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:30,731 : INFO : EPOCH 7 - PROGRESS: at 48.51% examples, 206310 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:31,742 : INFO : EPOCH 7 - PROGRESS: at 48.60% examples, 206241 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:32,809 : INFO : EPOCH 7 - PROGRESS: at 48.69% examples, 206161 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:18:33,825 : INFO : EPOCH 7 - PROGRESS: at 48.78% examples, 206106 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:18:34,826 : INFO : EPOCH 7 - PROGRESS: at 48.87% examples, 206031 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:35,900 : INFO : EPOCH 7 - PROGRESS: at 48.96% examples, 205958 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:36,949 : INFO : EPOCH 7 - PROGRESS: at 49.05% examples, 205886 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:38,003 : INFO : EPOCH 7 - PROGRESS: at 49.15% examples, 205812 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:39,023 : INFO : EPOCH 7 - PROGRESS: at 49.25% examples, 205752 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:40,033 : INFO : EPOCH 7 - PROGRESS: at 49.36% examples, 205694 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:41,059 : INFO : EPOCH 7 - PROGRESS: at 49.45% examples, 205634 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:42,105 : INFO : EPOCH 7 - PROGRESS: at 49.55% examples, 205561 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:43,127 : INFO : EPOCH 7 - PROGRESS: at 49.64% examples, 205504 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:44,170 : INFO : EPOCH 7 - PROGRESS: at 49.74% examples, 205419 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:45,253 : INFO : EPOCH 7 - PROGRESS: at 49.84% examples, 205322 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:46,261 : INFO : EPOCH 7 - PROGRESS: at 49.96% examples, 205288 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:47,328 : INFO : EPOCH 7 - PROGRESS: at 50.07% examples, 205198 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:48,342 : INFO : EPOCH 7 - PROGRESS: at 50.17% examples, 205141 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:49,347 : INFO : EPOCH 7 - PROGRESS: at 50.28% examples, 205083 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:50,350 : INFO : EPOCH 7 - PROGRESS: at 50.36% examples, 205021 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:18:51,384 : INFO : EPOCH 7 - PROGRESS: at 50.45% examples, 204949 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:52,391 : INFO : EPOCH 7 - PROGRESS: at 50.56% examples, 204885 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:53,470 : INFO : EPOCH 7 - PROGRESS: at 50.64% examples, 204811 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:54,474 : INFO : EPOCH 7 - PROGRESS: at 50.74% examples, 204760 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:55,487 : INFO : EPOCH 7 - PROGRESS: at 50.83% examples, 204701 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:56,498 : INFO : EPOCH 7 - PROGRESS: at 50.92% examples, 204618 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:18:57,510 : INFO : EPOCH 7 - PROGRESS: at 51.01% examples, 204560 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:58,547 : INFO : EPOCH 7 - PROGRESS: at 51.11% examples, 204487 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:18:59,559 : INFO : EPOCH 7 - PROGRESS: at 51.19% examples, 204437 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:00,649 : INFO : EPOCH 7 - PROGRESS: at 51.29% examples, 204345 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:01,678 : INFO : EPOCH 7 - PROGRESS: at 51.38% examples, 204295 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:02,710 : INFO : EPOCH 7 - PROGRESS: at 51.47% examples, 204232 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:03,774 : INFO : EPOCH 7 - PROGRESS: at 51.58% examples, 204155 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:04,907 : INFO : EPOCH 7 - PROGRESS: at 51.69% examples, 204076 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:05,909 : INFO : EPOCH 7 - PROGRESS: at 51.78% examples, 204025 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:07,008 : INFO : EPOCH 7 - PROGRESS: at 51.88% examples, 203949 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:08,036 : INFO : EPOCH 7 - PROGRESS: at 51.98% examples, 203909 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:09,037 : INFO : EPOCH 7 - PROGRESS: at 52.06% examples, 203835 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:10,038 : INFO : EPOCH 7 - PROGRESS: at 52.16% examples, 203792 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:11,055 : INFO : EPOCH 7 - PROGRESS: at 52.26% examples, 203722 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:12,085 : INFO : EPOCH 7 - PROGRESS: at 52.38% examples, 203657 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:13,150 : INFO : EPOCH 7 - PROGRESS: at 52.46% examples, 203594 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:14,189 : INFO : EPOCH 7 - PROGRESS: at 52.55% examples, 203530 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:15,237 : INFO : EPOCH 7 - PROGRESS: at 52.64% examples, 203479 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:19:16,256 : INFO : EPOCH 7 - PROGRESS: at 52.74% examples, 203422 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:17,278 : INFO : EPOCH 7 - PROGRESS: at 52.86% examples, 203367 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:18,292 : INFO : EPOCH 7 - PROGRESS: at 52.95% examples, 203305 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:19:19,300 : INFO : EPOCH 7 - PROGRESS: at 53.04% examples, 203252 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:20,314 : INFO : EPOCH 7 - PROGRESS: at 53.13% examples, 203176 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:21,329 : INFO : EPOCH 7 - PROGRESS: at 53.23% examples, 203117 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:22,349 : INFO : EPOCH 7 - PROGRESS: at 53.34% examples, 203074 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:23,390 : INFO : EPOCH 7 - PROGRESS: at 53.43% examples, 203003 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:24,428 : INFO : EPOCH 7 - PROGRESS: at 53.52% examples, 202952 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:25,438 : INFO : EPOCH 7 - PROGRESS: at 53.62% examples, 202892 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:26,504 : INFO : EPOCH 7 - PROGRESS: at 53.71% examples, 202816 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:27,580 : INFO : EPOCH 7 - PROGRESS: at 53.81% examples, 202746 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:28,611 : INFO : EPOCH 7 - PROGRESS: at 53.90% examples, 202696 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:29,625 : INFO : EPOCH 7 - PROGRESS: at 54.00% examples, 202637 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:19:30,632 : INFO : EPOCH 7 - PROGRESS: at 54.08% examples, 202591 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:31,650 : INFO : EPOCH 7 - PROGRESS: at 54.19% examples, 202534 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:32,659 : INFO : EPOCH 7 - PROGRESS: at 54.28% examples, 202465 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:33,707 : INFO : EPOCH 7 - PROGRESS: at 54.37% examples, 202415 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:34,721 : INFO : EPOCH 7 - PROGRESS: at 54.47% examples, 202365 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:35,725 : INFO : EPOCH 7 - PROGRESS: at 54.57% examples, 202295 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:36,735 : INFO : EPOCH 7 - PROGRESS: at 54.66% examples, 202261 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:37,755 : INFO : EPOCH 7 - PROGRESS: at 54.75% examples, 202201 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:38,772 : INFO : EPOCH 7 - PROGRESS: at 54.84% examples, 202138 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:39,777 : INFO : EPOCH 7 - PROGRESS: at 54.92% examples, 202069 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:40,884 : INFO : EPOCH 7 - PROGRESS: at 55.03% examples, 202006 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:19:41,944 : INFO : EPOCH 7 - PROGRESS: at 55.12% examples, 201957 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:43,006 : INFO : EPOCH 7 - PROGRESS: at 55.21% examples, 201900 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:44,056 : INFO : EPOCH 7 - PROGRESS: at 55.32% examples, 201860 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:45,087 : INFO : EPOCH 7 - PROGRESS: at 55.42% examples, 201784 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:46,098 : INFO : EPOCH 7 - PROGRESS: at 55.50% examples, 201728 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:47,100 : INFO : EPOCH 7 - PROGRESS: at 55.60% examples, 201696 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:48,101 : INFO : EPOCH 7 - PROGRESS: at 55.70% examples, 201638 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:49,134 : INFO : EPOCH 7 - PROGRESS: at 55.80% examples, 201600 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:50,179 : INFO : EPOCH 7 - PROGRESS: at 55.89% examples, 201543 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:51,218 : INFO : EPOCH 7 - PROGRESS: at 55.99% examples, 201495 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:52,269 : INFO : EPOCH 7 - PROGRESS: at 56.10% examples, 201432 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:19:53,314 : INFO : EPOCH 7 - PROGRESS: at 56.22% examples, 201385 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:19:54,328 : INFO : EPOCH 7 - PROGRESS: at 56.31% examples, 201336 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:55,332 : INFO : EPOCH 7 - PROGRESS: at 56.39% examples, 201283 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:56,347 : INFO : EPOCH 7 - PROGRESS: at 56.51% examples, 201234 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:57,371 : INFO : EPOCH 7 - PROGRESS: at 56.60% examples, 201181 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:58,417 : INFO : EPOCH 7 - PROGRESS: at 56.70% examples, 201131 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:19:59,449 : INFO : EPOCH 7 - PROGRESS: at 56.80% examples, 201090 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:00,493 : INFO : EPOCH 7 - PROGRESS: at 56.89% examples, 201045 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:01,504 : INFO : EPOCH 7 - PROGRESS: at 56.97% examples, 200994 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:02,577 : INFO : EPOCH 7 - PROGRESS: at 57.06% examples, 200932 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:03,605 : INFO : EPOCH 7 - PROGRESS: at 57.15% examples, 200884 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:04,619 : INFO : EPOCH 7 - PROGRESS: at 57.26% examples, 200846 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:05,643 : INFO : EPOCH 7 - PROGRESS: at 57.36% examples, 200796 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:06,645 : INFO : EPOCH 7 - PROGRESS: at 57.44% examples, 200736 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:07,653 : INFO : EPOCH 7 - PROGRESS: at 57.53% examples, 200685 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:08,660 : INFO : EPOCH 7 - PROGRESS: at 57.64% examples, 200650 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:09,693 : INFO : EPOCH 7 - PROGRESS: at 57.74% examples, 200612 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:10,698 : INFO : EPOCH 7 - PROGRESS: at 57.83% examples, 200552 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:11,709 : INFO : EPOCH 7 - PROGRESS: at 57.93% examples, 200506 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:12,775 : INFO : EPOCH 7 - PROGRESS: at 58.03% examples, 200462 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:20:13,806 : INFO : EPOCH 7 - PROGRESS: at 58.12% examples, 200410 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:14,881 : INFO : EPOCH 7 - PROGRESS: at 58.21% examples, 200355 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:15,909 : INFO : EPOCH 7 - PROGRESS: at 58.30% examples, 200306 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:16,911 : INFO : EPOCH 7 - PROGRESS: at 58.40% examples, 200261 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:17,927 : INFO : EPOCH 7 - PROGRESS: at 58.50% examples, 200200 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:18,940 : INFO : EPOCH 7 - PROGRESS: at 58.59% examples, 200158 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:19,969 : INFO : EPOCH 7 - PROGRESS: at 58.68% examples, 200087 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:20,994 : INFO : EPOCH 7 - PROGRESS: at 58.77% examples, 199993 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:22,019 : INFO : EPOCH 7 - PROGRESS: at 58.86% examples, 199902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:23,024 : INFO : EPOCH 7 - PROGRESS: at 58.96% examples, 199864 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:24,033 : INFO : EPOCH 7 - PROGRESS: at 59.05% examples, 199815 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:25,088 : INFO : EPOCH 7 - PROGRESS: at 59.15% examples, 199750 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:26,093 : INFO : EPOCH 7 - PROGRESS: at 59.25% examples, 199721 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:27,125 : INFO : EPOCH 7 - PROGRESS: at 59.35% examples, 199663 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:28,173 : INFO : EPOCH 7 - PROGRESS: at 59.44% examples, 199612 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:29,175 : INFO : EPOCH 7 - PROGRESS: at 59.54% examples, 199583 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:30,205 : INFO : EPOCH 7 - PROGRESS: at 59.64% examples, 199526 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:31,289 : INFO : EPOCH 7 - PROGRESS: at 59.75% examples, 199486 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:20:32,385 : INFO : EPOCH 7 - PROGRESS: at 59.85% examples, 199427 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:20:33,395 : INFO : EPOCH 7 - PROGRESS: at 59.96% examples, 199401 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:34,407 : INFO : EPOCH 7 - PROGRESS: at 60.05% examples, 199354 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:20:35,450 : INFO : EPOCH 7 - PROGRESS: at 60.13% examples, 199281 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:20:36,465 : INFO : EPOCH 7 - PROGRESS: at 60.21% examples, 199250 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:20:37,480 : INFO : EPOCH 7 - PROGRESS: at 60.31% examples, 199196 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:38,509 : INFO : EPOCH 7 - PROGRESS: at 60.40% examples, 199153 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:39,517 : INFO : EPOCH 7 - PROGRESS: at 60.50% examples, 199112 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:40,577 : INFO : EPOCH 7 - PROGRESS: at 60.60% examples, 199057 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:20:41,594 : INFO : EPOCH 7 - PROGRESS: at 60.70% examples, 199041 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:42,602 : INFO : EPOCH 7 - PROGRESS: at 60.79% examples, 198984 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:43,673 : INFO : EPOCH 7 - PROGRESS: at 60.89% examples, 198936 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:44,677 : INFO : EPOCH 7 - PROGRESS: at 61.00% examples, 198912 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:45,688 : INFO : EPOCH 7 - PROGRESS: at 61.08% examples, 198852 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:20:46,695 : INFO : EPOCH 7 - PROGRESS: at 61.18% examples, 198832 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:47,773 : INFO : EPOCH 7 - PROGRESS: at 61.27% examples, 198751 words/s, in_qsize 5, out_qsize 2
2020-07-16 20:20:48,787 : INFO : EPOCH 7 - PROGRESS: at 61.39% examples, 198717 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:49,845 : INFO : EPOCH 7 - PROGRESS: at 61.49% examples, 198690 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:50,965 : INFO : EPOCH 7 - PROGRESS: at 61.58% examples, 198634 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:52,029 : INFO : EPOCH 7 - PROGRESS: at 61.67% examples, 198596 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:53,096 : INFO : EPOCH 7 - PROGRESS: at 61.78% examples, 198553 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:54,097 : INFO : EPOCH 7 - PROGRESS: at 61.85% examples, 198520 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:55,112 : INFO : EPOCH 7 - PROGRESS: at 61.94% examples, 198481 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:56,148 : INFO : EPOCH 7 - PROGRESS: at 62.03% examples, 198428 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:57,167 : INFO : EPOCH 7 - PROGRESS: at 62.13% examples, 198382 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:58,193 : INFO : EPOCH 7 - PROGRESS: at 62.23% examples, 198336 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:20:59,194 : INFO : EPOCH 7 - PROGRESS: at 62.33% examples, 198284 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:00,237 : INFO : EPOCH 7 - PROGRESS: at 62.42% examples, 198259 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:01,257 : INFO : EPOCH 7 - PROGRESS: at 62.52% examples, 198210 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:21:02,262 : INFO : EPOCH 7 - PROGRESS: at 62.61% examples, 198178 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:03,267 : INFO : EPOCH 7 - PROGRESS: at 62.69% examples, 198131 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:21:04,294 : INFO : EPOCH 7 - PROGRESS: at 62.78% examples, 198089 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:21:05,304 : INFO : EPOCH 7 - PROGRESS: at 62.88% examples, 198049 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:06,308 : INFO : EPOCH 7 - PROGRESS: at 62.98% examples, 198010 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:07,368 : INFO : EPOCH 7 - PROGRESS: at 63.08% examples, 197958 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:08,382 : INFO : EPOCH 7 - PROGRESS: at 63.17% examples, 197930 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:09,404 : INFO : EPOCH 7 - PROGRESS: at 63.27% examples, 197889 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:10,424 : INFO : EPOCH 7 - PROGRESS: at 63.37% examples, 197859 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:11,450 : INFO : EPOCH 7 - PROGRESS: at 63.46% examples, 197811 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:12,535 : INFO : EPOCH 7 - PROGRESS: at 63.55% examples, 197759 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:13,570 : INFO : EPOCH 7 - PROGRESS: at 63.65% examples, 197732 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:14,612 : INFO : EPOCH 7 - PROGRESS: at 63.76% examples, 197693 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:15,657 : INFO : EPOCH 7 - PROGRESS: at 63.86% examples, 197642 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:21:16,672 : INFO : EPOCH 7 - PROGRESS: at 63.98% examples, 197610 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:17,689 : INFO : EPOCH 7 - PROGRESS: at 64.07% examples, 197569 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:21:18,713 : INFO : EPOCH 7 - PROGRESS: at 64.17% examples, 197537 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:21:19,726 : INFO : EPOCH 7 - PROGRESS: at 64.25% examples, 197484 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:20,787 : INFO : EPOCH 7 - PROGRESS: at 64.36% examples, 197433 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:21,803 : INFO : EPOCH 7 - PROGRESS: at 64.46% examples, 197400 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:22,811 : INFO : EPOCH 7 - PROGRESS: at 64.56% examples, 197360 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:23,815 : INFO : EPOCH 7 - PROGRESS: at 64.65% examples, 197318 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:24,851 : INFO : EPOCH 7 - PROGRESS: at 64.75% examples, 197278 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:25,866 : INFO : EPOCH 7 - PROGRESS: at 64.84% examples, 197253 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:26,881 : INFO : EPOCH 7 - PROGRESS: at 64.95% examples, 197219 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:27,890 : INFO : EPOCH 7 - PROGRESS: at 65.06% examples, 197193 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:28,942 : INFO : EPOCH 7 - PROGRESS: at 65.15% examples, 197135 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:29,950 : INFO : EPOCH 7 - PROGRESS: at 65.27% examples, 197115 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:21:30,984 : INFO : EPOCH 7 - PROGRESS: at 65.34% examples, 197064 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:32,030 : INFO : EPOCH 7 - PROGRESS: at 65.44% examples, 197026 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:33,081 : INFO : EPOCH 7 - PROGRESS: at 65.52% examples, 196984 words/s, in_qsize 7, out_qsize 0
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2020-07-16 20:21:40,265 : INFO : EPOCH 7 - PROGRESS: at 66.18% examples, 196746 words/s, in_qsize 7, out_qsize 0
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2020-07-16 20:21:42,325 : INFO : EPOCH 7 - PROGRESS: at 66.37% examples, 196674 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:43,369 : INFO : EPOCH 7 - PROGRESS: at 66.47% examples, 196635 words/s, in_qsize 7, out_qsize 0
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2020-07-16 20:21:45,411 : INFO : EPOCH 7 - PROGRESS: at 66.68% examples, 196576 words/s, in_qsize 7, out_qsize 0
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2020-07-16 20:21:47,441 : INFO : EPOCH 7 - PROGRESS: at 66.85% examples, 196501 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:21:48,448 : INFO : EPOCH 7 - PROGRESS: at 66.95% examples, 196474 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:49,503 : INFO : EPOCH 7 - PROGRESS: at 67.07% examples, 196435 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:50,516 : INFO : EPOCH 7 - PROGRESS: at 67.15% examples, 196397 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:21:51,551 : INFO : EPOCH 7 - PROGRESS: at 67.24% examples, 196366 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:52,583 : INFO : EPOCH 7 - PROGRESS: at 67.32% examples, 196336 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:53,588 : INFO : EPOCH 7 - PROGRESS: at 67.41% examples, 196303 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:54,611 : INFO : EPOCH 7 - PROGRESS: at 67.51% examples, 196274 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:55,629 : INFO : EPOCH 7 - PROGRESS: at 67.61% examples, 196236 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:56,630 : INFO : EPOCH 7 - PROGRESS: at 67.70% examples, 196206 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:57,650 : INFO : EPOCH 7 - PROGRESS: at 67.80% examples, 196167 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:58,678 : INFO : EPOCH 7 - PROGRESS: at 67.91% examples, 196143 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:21:59,688 : INFO : EPOCH 7 - PROGRESS: at 68.02% examples, 196120 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:00,742 : INFO : EPOCH 7 - PROGRESS: at 68.11% examples, 196076 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:01,780 : INFO : EPOCH 7 - PROGRESS: at 68.21% examples, 196050 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:02,789 : INFO : EPOCH 7 - PROGRESS: at 68.30% examples, 196015 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:22:03,822 : INFO : EPOCH 7 - PROGRESS: at 68.40% examples, 195978 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:22:04,852 : INFO : EPOCH 7 - PROGRESS: at 68.50% examples, 195941 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:05,914 : INFO : EPOCH 7 - PROGRESS: at 68.61% examples, 195907 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:06,922 : INFO : EPOCH 7 - PROGRESS: at 68.71% examples, 195878 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:22:07,954 : INFO : EPOCH 7 - PROGRESS: at 68.81% examples, 195838 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:09,000 : INFO : EPOCH 7 - PROGRESS: at 68.92% examples, 195820 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:10,054 : INFO : EPOCH 7 - PROGRESS: at 69.00% examples, 195766 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:11,099 : INFO : EPOCH 7 - PROGRESS: at 69.10% examples, 195738 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:12,100 : INFO : EPOCH 7 - PROGRESS: at 69.17% examples, 195717 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:13,152 : INFO : EPOCH 7 - PROGRESS: at 69.26% examples, 195680 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:22:14,176 : INFO : EPOCH 7 - PROGRESS: at 69.36% examples, 195666 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:15,196 : INFO : EPOCH 7 - PROGRESS: at 69.45% examples, 195635 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:16,217 : INFO : EPOCH 7 - PROGRESS: at 69.54% examples, 195584 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:17,275 : INFO : EPOCH 7 - PROGRESS: at 69.63% examples, 195551 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:22:18,353 : INFO : EPOCH 7 - PROGRESS: at 69.73% examples, 195513 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:22:19,375 : INFO : EPOCH 7 - PROGRESS: at 69.82% examples, 195483 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:22:20,449 : INFO : EPOCH 7 - PROGRESS: at 69.92% examples, 195463 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:21,449 : INFO : EPOCH 7 - PROGRESS: at 70.02% examples, 195435 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:22,483 : INFO : EPOCH 7 - PROGRESS: at 70.12% examples, 195390 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:23,493 : INFO : EPOCH 7 - PROGRESS: at 70.22% examples, 195375 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:24,546 : INFO : EPOCH 7 - PROGRESS: at 70.32% examples, 195341 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:25,624 : INFO : EPOCH 7 - PROGRESS: at 70.42% examples, 195300 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:26,628 : INFO : EPOCH 7 - PROGRESS: at 70.51% examples, 195270 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:22:27,646 : INFO : EPOCH 7 - PROGRESS: at 70.62% examples, 195252 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:28,672 : INFO : EPOCH 7 - PROGRESS: at 70.72% examples, 195221 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:29,705 : INFO : EPOCH 7 - PROGRESS: at 70.83% examples, 195192 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:30,732 : INFO : EPOCH 7 - PROGRESS: at 70.91% examples, 195159 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:31,755 : INFO : EPOCH 7 - PROGRESS: at 71.02% examples, 195131 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:32,777 : INFO : EPOCH 7 - PROGRESS: at 71.11% examples, 195093 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:33,801 : INFO : EPOCH 7 - PROGRESS: at 71.22% examples, 195066 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:34,857 : INFO : EPOCH 7 - PROGRESS: at 71.30% examples, 195021 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:22:35,941 : INFO : EPOCH 7 - PROGRESS: at 71.40% examples, 195000 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:36,945 : INFO : EPOCH 7 - PROGRESS: at 71.52% examples, 195035 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:37,974 : INFO : EPOCH 7 - PROGRESS: at 71.66% examples, 195080 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:38,977 : INFO : EPOCH 7 - PROGRESS: at 71.79% examples, 195111 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:39,998 : INFO : EPOCH 7 - PROGRESS: at 71.90% examples, 195141 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:41,012 : INFO : EPOCH 7 - PROGRESS: at 72.03% examples, 195185 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:42,060 : INFO : EPOCH 7 - PROGRESS: at 72.13% examples, 195209 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:43,073 : INFO : EPOCH 7 - PROGRESS: at 72.26% examples, 195238 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:44,104 : INFO : EPOCH 7 - PROGRESS: at 72.39% examples, 195280 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:45,136 : INFO : EPOCH 7 - PROGRESS: at 72.50% examples, 195298 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:46,156 : INFO : EPOCH 7 - PROGRESS: at 72.61% examples, 195345 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:47,200 : INFO : EPOCH 7 - PROGRESS: at 72.71% examples, 195378 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:48,240 : INFO : EPOCH 7 - PROGRESS: at 72.83% examples, 195410 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:49,256 : INFO : EPOCH 7 - PROGRESS: at 72.95% examples, 195451 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:50,270 : INFO : EPOCH 7 - PROGRESS: at 73.07% examples, 195480 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:51,309 : INFO : EPOCH 7 - PROGRESS: at 73.18% examples, 195509 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:52,330 : INFO : EPOCH 7 - PROGRESS: at 73.31% examples, 195546 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:53,353 : INFO : EPOCH 7 - PROGRESS: at 73.41% examples, 195576 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:54,368 : INFO : EPOCH 7 - PROGRESS: at 73.53% examples, 195623 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:55,376 : INFO : EPOCH 7 - PROGRESS: at 73.65% examples, 195647 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:56,383 : INFO : EPOCH 7 - PROGRESS: at 73.77% examples, 195686 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:57,406 : INFO : EPOCH 7 - PROGRESS: at 73.89% examples, 195711 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:58,414 : INFO : EPOCH 7 - PROGRESS: at 74.02% examples, 195751 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:22:59,446 : INFO : EPOCH 7 - PROGRESS: at 74.13% examples, 195778 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:00,451 : INFO : EPOCH 7 - PROGRESS: at 74.27% examples, 195816 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:01,492 : INFO : EPOCH 7 - PROGRESS: at 74.38% examples, 195838 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:02,556 : INFO : EPOCH 7 - PROGRESS: at 74.51% examples, 195875 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:03,561 : INFO : EPOCH 7 - PROGRESS: at 74.62% examples, 195911 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:04,607 : INFO : EPOCH 7 - PROGRESS: at 74.74% examples, 195934 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:05,668 : INFO : EPOCH 7 - PROGRESS: at 74.86% examples, 195969 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:06,672 : INFO : EPOCH 7 - PROGRESS: at 74.98% examples, 196005 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:07,680 : INFO : EPOCH 7 - PROGRESS: at 75.11% examples, 196039 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:08,687 : INFO : EPOCH 7 - PROGRESS: at 75.25% examples, 196070 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:09,728 : INFO : EPOCH 7 - PROGRESS: at 75.35% examples, 196106 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:10,746 : INFO : EPOCH 7 - PROGRESS: at 75.48% examples, 196124 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:11,782 : INFO : EPOCH 7 - PROGRESS: at 75.60% examples, 196164 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:12,812 : INFO : EPOCH 7 - PROGRESS: at 75.74% examples, 196205 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:13,855 : INFO : EPOCH 7 - PROGRESS: at 75.86% examples, 196232 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:14,888 : INFO : EPOCH 7 - PROGRESS: at 75.98% examples, 196267 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:15,939 : INFO : EPOCH 7 - PROGRESS: at 76.11% examples, 196296 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:16,966 : INFO : EPOCH 7 - PROGRESS: at 76.23% examples, 196333 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:17,981 : INFO : EPOCH 7 - PROGRESS: at 76.34% examples, 196368 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:18,991 : INFO : EPOCH 7 - PROGRESS: at 76.45% examples, 196396 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:20,017 : INFO : EPOCH 7 - PROGRESS: at 76.56% examples, 196421 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:21,060 : INFO : EPOCH 7 - PROGRESS: at 76.69% examples, 196458 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:22,066 : INFO : EPOCH 7 - PROGRESS: at 76.83% examples, 196495 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:23,075 : INFO : EPOCH 7 - PROGRESS: at 76.92% examples, 196521 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:24,110 : INFO : EPOCH 7 - PROGRESS: at 77.04% examples, 196551 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:25,129 : INFO : EPOCH 7 - PROGRESS: at 77.16% examples, 196584 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:26,140 : INFO : EPOCH 7 - PROGRESS: at 77.28% examples, 196612 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:27,154 : INFO : EPOCH 7 - PROGRESS: at 77.41% examples, 196649 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:28,214 : INFO : EPOCH 7 - PROGRESS: at 77.53% examples, 196669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:29,248 : INFO : EPOCH 7 - PROGRESS: at 77.64% examples, 196700 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:30,261 : INFO : EPOCH 7 - PROGRESS: at 77.75% examples, 196734 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:31,288 : INFO : EPOCH 7 - PROGRESS: at 77.86% examples, 196761 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:32,302 : INFO : EPOCH 7 - PROGRESS: at 78.00% examples, 196792 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:33,354 : INFO : EPOCH 7 - PROGRESS: at 78.11% examples, 196822 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:34,380 : INFO : EPOCH 7 - PROGRESS: at 78.23% examples, 196842 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:35,393 : INFO : EPOCH 7 - PROGRESS: at 78.34% examples, 196858 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:36,400 : INFO : EPOCH 7 - PROGRESS: at 78.46% examples, 196896 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:37,409 : INFO : EPOCH 7 - PROGRESS: at 78.55% examples, 196912 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:38,418 : INFO : EPOCH 7 - PROGRESS: at 78.68% examples, 196945 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:39,426 : INFO : EPOCH 7 - PROGRESS: at 78.80% examples, 196977 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:40,499 : INFO : EPOCH 7 - PROGRESS: at 78.91% examples, 196999 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:41,505 : INFO : EPOCH 7 - PROGRESS: at 79.01% examples, 197031 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:42,551 : INFO : EPOCH 7 - PROGRESS: at 79.15% examples, 197066 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:43,618 : INFO : EPOCH 7 - PROGRESS: at 79.26% examples, 197094 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:44,675 : INFO : EPOCH 7 - PROGRESS: at 79.39% examples, 197130 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:45,686 : INFO : EPOCH 7 - PROGRESS: at 79.52% examples, 197145 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:46,734 : INFO : EPOCH 7 - PROGRESS: at 79.64% examples, 197178 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:47,765 : INFO : EPOCH 7 - PROGRESS: at 79.75% examples, 197208 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:48,771 : INFO : EPOCH 7 - PROGRESS: at 79.89% examples, 197251 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:49,787 : INFO : EPOCH 7 - PROGRESS: at 80.01% examples, 197272 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:50,840 : INFO : EPOCH 7 - PROGRESS: at 80.14% examples, 197301 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:51,872 : INFO : EPOCH 7 - PROGRESS: at 80.26% examples, 197329 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:52,899 : INFO : EPOCH 7 - PROGRESS: at 80.37% examples, 197355 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:53,903 : INFO : EPOCH 7 - PROGRESS: at 80.48% examples, 197380 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:54,923 : INFO : EPOCH 7 - PROGRESS: at 80.60% examples, 197413 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:55,928 : INFO : EPOCH 7 - PROGRESS: at 80.72% examples, 197447 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:56,966 : INFO : EPOCH 7 - PROGRESS: at 80.85% examples, 197465 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:58,007 : INFO : EPOCH 7 - PROGRESS: at 80.97% examples, 197494 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:23:59,025 : INFO : EPOCH 7 - PROGRESS: at 81.12% examples, 197529 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:00,064 : INFO : EPOCH 7 - PROGRESS: at 81.24% examples, 197552 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:01,084 : INFO : EPOCH 7 - PROGRESS: at 81.36% examples, 197578 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:02,100 : INFO : EPOCH 7 - PROGRESS: at 81.46% examples, 197613 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:03,121 : INFO : EPOCH 7 - PROGRESS: at 81.57% examples, 197629 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:04,141 : INFO : EPOCH 7 - PROGRESS: at 81.70% examples, 197660 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:05,220 : INFO : EPOCH 7 - PROGRESS: at 81.82% examples, 197688 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:06,231 : INFO : EPOCH 7 - PROGRESS: at 81.94% examples, 197719 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:07,268 : INFO : EPOCH 7 - PROGRESS: at 82.06% examples, 197745 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:08,272 : INFO : EPOCH 7 - PROGRESS: at 82.16% examples, 197779 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:24:09,289 : INFO : EPOCH 7 - PROGRESS: at 82.28% examples, 197803 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:10,329 : INFO : EPOCH 7 - PROGRESS: at 82.40% examples, 197829 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:11,344 : INFO : EPOCH 7 - PROGRESS: at 82.54% examples, 197855 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:12,353 : INFO : EPOCH 7 - PROGRESS: at 82.66% examples, 197886 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:13,370 : INFO : EPOCH 7 - PROGRESS: at 82.77% examples, 197912 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:14,380 : INFO : EPOCH 7 - PROGRESS: at 82.89% examples, 197935 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:15,398 : INFO : EPOCH 7 - PROGRESS: at 83.01% examples, 197962 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:16,418 : INFO : EPOCH 7 - PROGRESS: at 83.14% examples, 197991 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:17,420 : INFO : EPOCH 7 - PROGRESS: at 83.25% examples, 198015 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:18,481 : INFO : EPOCH 7 - PROGRESS: at 83.39% examples, 198038 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:19,538 : INFO : EPOCH 7 - PROGRESS: at 83.49% examples, 198061 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:20,550 : INFO : EPOCH 7 - PROGRESS: at 83.60% examples, 198099 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:21,559 : INFO : EPOCH 7 - PROGRESS: at 83.71% examples, 198121 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:22,611 : INFO : EPOCH 7 - PROGRESS: at 83.85% examples, 198143 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:23,640 : INFO : EPOCH 7 - PROGRESS: at 83.97% examples, 198177 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:24,645 : INFO : EPOCH 7 - PROGRESS: at 84.10% examples, 198206 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:25,662 : INFO : EPOCH 7 - PROGRESS: at 84.21% examples, 198226 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:26,686 : INFO : EPOCH 7 - PROGRESS: at 84.33% examples, 198253 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:27,694 : INFO : EPOCH 7 - PROGRESS: at 84.45% examples, 198290 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:28,719 : INFO : EPOCH 7 - PROGRESS: at 84.55% examples, 198304 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:29,761 : INFO : EPOCH 7 - PROGRESS: at 84.67% examples, 198322 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:30,786 : INFO : EPOCH 7 - PROGRESS: at 84.81% examples, 198354 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:31,828 : INFO : EPOCH 7 - PROGRESS: at 84.92% examples, 198383 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:32,843 : INFO : EPOCH 7 - PROGRESS: at 85.05% examples, 198408 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:33,870 : INFO : EPOCH 7 - PROGRESS: at 85.16% examples, 198432 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:34,876 : INFO : EPOCH 7 - PROGRESS: at 85.27% examples, 198462 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:35,877 : INFO : EPOCH 7 - PROGRESS: at 85.39% examples, 198484 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:36,891 : INFO : EPOCH 7 - PROGRESS: at 85.50% examples, 198505 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:37,935 : INFO : EPOCH 7 - PROGRESS: at 85.63% examples, 198528 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:38,953 : INFO : EPOCH 7 - PROGRESS: at 85.75% examples, 198549 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:39,980 : INFO : EPOCH 7 - PROGRESS: at 85.88% examples, 198574 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:40,994 : INFO : EPOCH 7 - PROGRESS: at 85.99% examples, 198608 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:42,014 : INFO : EPOCH 7 - PROGRESS: at 86.12% examples, 198639 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:43,023 : INFO : EPOCH 7 - PROGRESS: at 86.22% examples, 198650 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:44,028 : INFO : EPOCH 7 - PROGRESS: at 86.36% examples, 198687 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:45,032 : INFO : EPOCH 7 - PROGRESS: at 86.47% examples, 198707 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:46,094 : INFO : EPOCH 7 - PROGRESS: at 86.59% examples, 198718 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:47,177 : INFO : EPOCH 7 - PROGRESS: at 86.70% examples, 198738 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:48,188 : INFO : EPOCH 7 - PROGRESS: at 86.83% examples, 198766 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:49,199 : INFO : EPOCH 7 - PROGRESS: at 86.94% examples, 198772 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:50,234 : INFO : EPOCH 7 - PROGRESS: at 87.04% examples, 198774 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:51,236 : INFO : EPOCH 7 - PROGRESS: at 87.14% examples, 198745 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:52,268 : INFO : EPOCH 7 - PROGRESS: at 87.26% examples, 198761 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:53,269 : INFO : EPOCH 7 - PROGRESS: at 87.39% examples, 198794 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:54,305 : INFO : EPOCH 7 - PROGRESS: at 87.50% examples, 198807 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:55,318 : INFO : EPOCH 7 - PROGRESS: at 87.64% examples, 198842 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:56,327 : INFO : EPOCH 7 - PROGRESS: at 87.75% examples, 198860 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:57,357 : INFO : EPOCH 7 - PROGRESS: at 87.87% examples, 198885 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:58,384 : INFO : EPOCH 7 - PROGRESS: at 88.00% examples, 198905 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:24:59,406 : INFO : EPOCH 7 - PROGRESS: at 88.12% examples, 198925 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:00,458 : INFO : EPOCH 7 - PROGRESS: at 88.23% examples, 198953 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:01,462 : INFO : EPOCH 7 - PROGRESS: at 88.35% examples, 198975 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:02,514 : INFO : EPOCH 7 - PROGRESS: at 88.49% examples, 198993 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:03,540 : INFO : EPOCH 7 - PROGRESS: at 88.61% examples, 199021 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:04,556 : INFO : EPOCH 7 - PROGRESS: at 88.73% examples, 199046 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:05,556 : INFO : EPOCH 7 - PROGRESS: at 88.86% examples, 199076 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:06,565 : INFO : EPOCH 7 - PROGRESS: at 88.97% examples, 199096 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:07,596 : INFO : EPOCH 7 - PROGRESS: at 89.08% examples, 199115 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:08,650 : INFO : EPOCH 7 - PROGRESS: at 89.19% examples, 199133 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:09,661 : INFO : EPOCH 7 - PROGRESS: at 89.31% examples, 199169 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:10,704 : INFO : EPOCH 7 - PROGRESS: at 89.43% examples, 199189 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:11,743 : INFO : EPOCH 7 - PROGRESS: at 89.55% examples, 199211 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:12,745 : INFO : EPOCH 7 - PROGRESS: at 89.68% examples, 199246 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:25:13,864 : INFO : EPOCH 7 - PROGRESS: at 89.79% examples, 199227 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:14,905 : INFO : EPOCH 7 - PROGRESS: at 89.88% examples, 199176 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:15,931 : INFO : EPOCH 7 - PROGRESS: at 89.97% examples, 199109 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:16,953 : INFO : EPOCH 7 - PROGRESS: at 90.04% examples, 199028 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:18,038 : INFO : EPOCH 7 - PROGRESS: at 90.12% examples, 198935 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:19,077 : INFO : EPOCH 7 - PROGRESS: at 90.20% examples, 198884 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:20,089 : INFO : EPOCH 7 - PROGRESS: at 90.30% examples, 198861 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:21,105 : INFO : EPOCH 7 - PROGRESS: at 90.38% examples, 198830 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:22,198 : INFO : EPOCH 7 - PROGRESS: at 90.46% examples, 198790 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:23,235 : INFO : EPOCH 7 - PROGRESS: at 90.56% examples, 198769 words/s, in_qsize 7, out_qsize 1
2020-07-16 20:25:24,280 : INFO : EPOCH 7 - PROGRESS: at 90.66% examples, 198744 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:25,328 : INFO : EPOCH 7 - PROGRESS: at 90.76% examples, 198710 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:26,335 : INFO : EPOCH 7 - PROGRESS: at 90.85% examples, 198680 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:25:27,390 : INFO : EPOCH 7 - PROGRESS: at 90.94% examples, 198643 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:28,402 : INFO : EPOCH 7 - PROGRESS: at 91.04% examples, 198623 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:29,448 : INFO : EPOCH 7 - PROGRESS: at 91.14% examples, 198589 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:30,464 : INFO : EPOCH 7 - PROGRESS: at 91.23% examples, 198570 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:31,475 : INFO : EPOCH 7 - PROGRESS: at 91.33% examples, 198541 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:25:32,485 : INFO : EPOCH 7 - PROGRESS: at 91.44% examples, 198513 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:33,508 : INFO : EPOCH 7 - PROGRESS: at 91.52% examples, 198488 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:34,521 : INFO : EPOCH 7 - PROGRESS: at 91.60% examples, 198462 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:35,567 : INFO : EPOCH 7 - PROGRESS: at 91.69% examples, 198419 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:36,575 : INFO : EPOCH 7 - PROGRESS: at 91.79% examples, 198402 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:37,616 : INFO : EPOCH 7 - PROGRESS: at 91.88% examples, 198367 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:38,623 : INFO : EPOCH 7 - PROGRESS: at 91.98% examples, 198352 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:39,719 : INFO : EPOCH 7 - PROGRESS: at 92.07% examples, 198310 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:40,754 : INFO : EPOCH 7 - PROGRESS: at 92.17% examples, 198290 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:41,768 : INFO : EPOCH 7 - PROGRESS: at 92.28% examples, 198267 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:25:42,804 : INFO : EPOCH 7 - PROGRESS: at 92.39% examples, 198233 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:43,885 : INFO : EPOCH 7 - PROGRESS: at 92.48% examples, 198202 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:44,962 : INFO : EPOCH 7 - PROGRESS: at 92.57% examples, 198175 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:45,962 : INFO : EPOCH 7 - PROGRESS: at 92.66% examples, 198145 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:46,997 : INFO : EPOCH 7 - PROGRESS: at 92.75% examples, 198113 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:48,044 : INFO : EPOCH 7 - PROGRESS: at 92.85% examples, 198090 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:49,077 : INFO : EPOCH 7 - PROGRESS: at 92.93% examples, 198061 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:50,114 : INFO : EPOCH 7 - PROGRESS: at 93.00% examples, 198026 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:51,148 : INFO : EPOCH 7 - PROGRESS: at 93.09% examples, 198005 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:52,228 : INFO : EPOCH 7 - PROGRESS: at 93.18% examples, 197972 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:53,287 : INFO : EPOCH 7 - PROGRESS: at 93.27% examples, 197950 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:54,299 : INFO : EPOCH 7 - PROGRESS: at 93.37% examples, 197926 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:55,317 : INFO : EPOCH 7 - PROGRESS: at 93.47% examples, 197902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:56,337 : INFO : EPOCH 7 - PROGRESS: at 93.56% examples, 197875 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:25:57,352 : INFO : EPOCH 7 - PROGRESS: at 93.65% examples, 197850 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:58,362 : INFO : EPOCH 7 - PROGRESS: at 93.75% examples, 197826 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:25:59,425 : INFO : EPOCH 7 - PROGRESS: at 93.86% examples, 197795 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:00,451 : INFO : EPOCH 7 - PROGRESS: at 93.94% examples, 197770 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:01,464 : INFO : EPOCH 7 - PROGRESS: at 94.04% examples, 197748 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:02,512 : INFO : EPOCH 7 - PROGRESS: at 94.15% examples, 197721 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:03,520 : INFO : EPOCH 7 - PROGRESS: at 94.24% examples, 197700 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:04,521 : INFO : EPOCH 7 - PROGRESS: at 94.33% examples, 197669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:05,527 : INFO : EPOCH 7 - PROGRESS: at 94.42% examples, 197651 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:06,571 : INFO : EPOCH 7 - PROGRESS: at 94.52% examples, 197613 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:07,632 : INFO : EPOCH 7 - PROGRESS: at 94.63% examples, 197591 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:08,632 : INFO : EPOCH 7 - PROGRESS: at 94.71% examples, 197573 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:09,663 : INFO : EPOCH 7 - PROGRESS: at 94.82% examples, 197544 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:10,688 : INFO : EPOCH 7 - PROGRESS: at 94.92% examples, 197515 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:11,769 : INFO : EPOCH 7 - PROGRESS: at 95.01% examples, 197487 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:12,774 : INFO : EPOCH 7 - PROGRESS: at 95.10% examples, 197475 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:13,795 : INFO : EPOCH 7 - PROGRESS: at 95.21% examples, 197447 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:14,804 : INFO : EPOCH 7 - PROGRESS: at 95.28% examples, 197405 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:15,813 : INFO : EPOCH 7 - PROGRESS: at 95.36% examples, 197400 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:16,881 : INFO : EPOCH 7 - PROGRESS: at 95.47% examples, 197373 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:17,907 : INFO : EPOCH 7 - PROGRESS: at 95.56% examples, 197351 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:18,978 : INFO : EPOCH 7 - PROGRESS: at 95.65% examples, 197319 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:20,012 : INFO : EPOCH 7 - PROGRESS: at 95.75% examples, 197295 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:21,020 : INFO : EPOCH 7 - PROGRESS: at 95.83% examples, 197272 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:22,029 : INFO : EPOCH 7 - PROGRESS: at 95.93% examples, 197246 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:23,101 : INFO : EPOCH 7 - PROGRESS: at 96.02% examples, 197218 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:24,113 : INFO : EPOCH 7 - PROGRESS: at 96.14% examples, 197189 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:25,170 : INFO : EPOCH 7 - PROGRESS: at 96.23% examples, 197162 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:26,265 : INFO : EPOCH 7 - PROGRESS: at 96.32% examples, 197133 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:27,265 : INFO : EPOCH 7 - PROGRESS: at 96.41% examples, 197120 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:28,290 : INFO : EPOCH 7 - PROGRESS: at 96.51% examples, 197095 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:29,294 : INFO : EPOCH 7 - PROGRESS: at 96.60% examples, 197076 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:26:30,303 : INFO : EPOCH 7 - PROGRESS: at 96.70% examples, 197047 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:31,350 : INFO : EPOCH 7 - PROGRESS: at 96.80% examples, 197024 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:26:32,375 : INFO : EPOCH 7 - PROGRESS: at 96.89% examples, 197008 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:33,388 : INFO : EPOCH 7 - PROGRESS: at 96.97% examples, 196967 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:34,390 : INFO : EPOCH 7 - PROGRESS: at 97.06% examples, 196955 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:35,400 : INFO : EPOCH 7 - PROGRESS: at 97.15% examples, 196935 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:36,455 : INFO : EPOCH 7 - PROGRESS: at 97.25% examples, 196903 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:37,471 : INFO : EPOCH 7 - PROGRESS: at 97.34% examples, 196888 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:38,498 : INFO : EPOCH 7 - PROGRESS: at 97.45% examples, 196862 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:39,548 : INFO : EPOCH 7 - PROGRESS: at 97.55% examples, 196828 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:26:40,580 : INFO : EPOCH 7 - PROGRESS: at 97.67% examples, 196807 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:41,584 : INFO : EPOCH 7 - PROGRESS: at 97.79% examples, 196791 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:42,625 : INFO : EPOCH 7 - PROGRESS: at 97.88% examples, 196765 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:43,667 : INFO : EPOCH 7 - PROGRESS: at 97.98% examples, 196745 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:44,681 : INFO : EPOCH 7 - PROGRESS: at 98.09% examples, 196718 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:45,690 : INFO : EPOCH 7 - PROGRESS: at 98.19% examples, 196690 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:46,697 : INFO : EPOCH 7 - PROGRESS: at 98.27% examples, 196674 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:47,703 : INFO : EPOCH 7 - PROGRESS: at 98.36% examples, 196655 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:48,712 : INFO : EPOCH 7 - PROGRESS: at 98.46% examples, 196635 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:49,757 : INFO : EPOCH 7 - PROGRESS: at 98.56% examples, 196608 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:50,795 : INFO : EPOCH 7 - PROGRESS: at 98.65% examples, 196587 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:51,820 : INFO : EPOCH 7 - PROGRESS: at 98.74% examples, 196565 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:52,880 : INFO : EPOCH 7 - PROGRESS: at 98.84% examples, 196525 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:53,907 : INFO : EPOCH 7 - PROGRESS: at 98.93% examples, 196509 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:26:54,994 : INFO : EPOCH 7 - PROGRESS: at 99.04% examples, 196481 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:56,002 : INFO : EPOCH 7 - PROGRESS: at 99.14% examples, 196467 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:57,071 : INFO : EPOCH 7 - PROGRESS: at 99.23% examples, 196437 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:58,071 : INFO : EPOCH 7 - PROGRESS: at 99.33% examples, 196416 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:26:59,158 : INFO : EPOCH 7 - PROGRESS: at 99.43% examples, 196388 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:00,165 : INFO : EPOCH 7 - PROGRESS: at 99.52% examples, 196373 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:01,201 : INFO : EPOCH 7 - PROGRESS: at 99.61% examples, 196350 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:02,206 : INFO : EPOCH 7 - PROGRESS: at 99.71% examples, 196329 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:03,207 : INFO : EPOCH 7 - PROGRESS: at 99.81% examples, 196319 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:04,277 : INFO : EPOCH 7 - PROGRESS: at 99.90% examples, 196282 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:05,284 : INFO : EPOCH 7 - PROGRESS: at 99.99% examples, 196270 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:05,459 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 20:27:05,471 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 20:27:05,494 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 20:27:05,514 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 20:27:05,515 : INFO : EPOCH - 7 : training on 247361374 raw words (187348183 effective words) took 954.5s, 196271 effective words/s
2020-07-16 20:27:06,530 : INFO : EPOCH 8 - PROGRESS: at 0.10% examples, 171449 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:07,593 : INFO : EPOCH 8 - PROGRESS: at 0.19% examples, 171305 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:27:08,632 : INFO : EPOCH 8 - PROGRESS: at 0.29% examples, 170336 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:09,638 : INFO : EPOCH 8 - PROGRESS: at 0.38% examples, 171447 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:10,643 : INFO : EPOCH 8 - PROGRESS: at 0.48% examples, 174276 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:11,682 : INFO : EPOCH 8 - PROGRESS: at 0.58% examples, 173510 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:27:12,686 : INFO : EPOCH 8 - PROGRESS: at 0.69% examples, 174004 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:13,697 : INFO : EPOCH 8 - PROGRESS: at 0.79% examples, 174142 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:27:14,739 : INFO : EPOCH 8 - PROGRESS: at 0.89% examples, 174308 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:15,772 : INFO : EPOCH 8 - PROGRESS: at 0.99% examples, 173571 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:16,776 : INFO : EPOCH 8 - PROGRESS: at 1.07% examples, 173874 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:17,810 : INFO : EPOCH 8 - PROGRESS: at 1.17% examples, 173877 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:18,812 : INFO : EPOCH 8 - PROGRESS: at 1.25% examples, 173824 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:19,854 : INFO : EPOCH 8 - PROGRESS: at 1.35% examples, 173369 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:20,953 : INFO : EPOCH 8 - PROGRESS: at 1.46% examples, 173228 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:21,954 : INFO : EPOCH 8 - PROGRESS: at 1.56% examples, 173770 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:23,003 : INFO : EPOCH 8 - PROGRESS: at 1.64% examples, 173526 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:24,030 : INFO : EPOCH 8 - PROGRESS: at 1.74% examples, 173897 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:25,046 : INFO : EPOCH 8 - PROGRESS: at 1.83% examples, 173965 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:26,056 : INFO : EPOCH 8 - PROGRESS: at 1.93% examples, 173972 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:27,133 : INFO : EPOCH 8 - PROGRESS: at 2.04% examples, 173684 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:27:28,144 : INFO : EPOCH 8 - PROGRESS: at 2.13% examples, 173862 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:29,153 : INFO : EPOCH 8 - PROGRESS: at 2.23% examples, 173960 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:30,160 : INFO : EPOCH 8 - PROGRESS: at 2.33% examples, 174214 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:31,192 : INFO : EPOCH 8 - PROGRESS: at 2.41% examples, 173960 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:27:32,262 : INFO : EPOCH 8 - PROGRESS: at 2.52% examples, 174004 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:33,365 : INFO : EPOCH 8 - PROGRESS: at 2.61% examples, 173853 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:34,366 : INFO : EPOCH 8 - PROGRESS: at 2.69% examples, 174391 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:35,383 : INFO : EPOCH 8 - PROGRESS: at 2.78% examples, 174361 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:36,392 : INFO : EPOCH 8 - PROGRESS: at 2.87% examples, 174383 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:37,401 : INFO : EPOCH 8 - PROGRESS: at 2.95% examples, 174502 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:38,463 : INFO : EPOCH 8 - PROGRESS: at 3.04% examples, 174243 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:39,537 : INFO : EPOCH 8 - PROGRESS: at 3.15% examples, 174170 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:27:40,550 : INFO : EPOCH 8 - PROGRESS: at 3.23% examples, 174425 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:41,568 : INFO : EPOCH 8 - PROGRESS: at 3.35% examples, 174413 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:42,577 : INFO : EPOCH 8 - PROGRESS: at 3.45% examples, 174379 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:27:43,595 : INFO : EPOCH 8 - PROGRESS: at 3.53% examples, 174560 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:44,596 : INFO : EPOCH 8 - PROGRESS: at 3.63% examples, 174489 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:45,601 : INFO : EPOCH 8 - PROGRESS: at 3.74% examples, 174682 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:46,639 : INFO : EPOCH 8 - PROGRESS: at 3.83% examples, 174738 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:47,654 : INFO : EPOCH 8 - PROGRESS: at 3.94% examples, 174812 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:48,727 : INFO : EPOCH 8 - PROGRESS: at 4.03% examples, 174753 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:49,772 : INFO : EPOCH 8 - PROGRESS: at 4.14% examples, 174564 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:50,798 : INFO : EPOCH 8 - PROGRESS: at 4.24% examples, 174809 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:51,847 : INFO : EPOCH 8 - PROGRESS: at 4.33% examples, 174748 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:52,864 : INFO : EPOCH 8 - PROGRESS: at 4.43% examples, 174817 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:53,876 : INFO : EPOCH 8 - PROGRESS: at 4.53% examples, 174848 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:54,947 : INFO : EPOCH 8 - PROGRESS: at 4.61% examples, 174755 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:55,964 : INFO : EPOCH 8 - PROGRESS: at 4.72% examples, 174868 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:56,973 : INFO : EPOCH 8 - PROGRESS: at 4.82% examples, 174947 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:58,010 : INFO : EPOCH 8 - PROGRESS: at 4.92% examples, 174875 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:27:59,073 : INFO : EPOCH 8 - PROGRESS: at 5.03% examples, 174854 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:00,123 : INFO : EPOCH 8 - PROGRESS: at 5.14% examples, 174843 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:01,150 : INFO : EPOCH 8 - PROGRESS: at 5.23% examples, 174889 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:02,172 : INFO : EPOCH 8 - PROGRESS: at 5.32% examples, 174923 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:03,221 : INFO : EPOCH 8 - PROGRESS: at 5.42% examples, 174822 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:04,230 : INFO : EPOCH 8 - PROGRESS: at 5.52% examples, 174826 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:05,236 : INFO : EPOCH 8 - PROGRESS: at 5.62% examples, 174782 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:06,269 : INFO : EPOCH 8 - PROGRESS: at 5.71% examples, 174831 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:07,277 : INFO : EPOCH 8 - PROGRESS: at 5.79% examples, 174849 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:08,324 : INFO : EPOCH 8 - PROGRESS: at 5.89% examples, 174792 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:09,353 : INFO : EPOCH 8 - PROGRESS: at 6.00% examples, 174871 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:10,381 : INFO : EPOCH 8 - PROGRESS: at 6.09% examples, 174735 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:11,457 : INFO : EPOCH 8 - PROGRESS: at 6.19% examples, 174873 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:12,545 : INFO : EPOCH 8 - PROGRESS: at 6.30% examples, 174814 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:13,577 : INFO : EPOCH 8 - PROGRESS: at 6.39% examples, 174898 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:14,615 : INFO : EPOCH 8 - PROGRESS: at 6.49% examples, 174722 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:28:15,682 : INFO : EPOCH 8 - PROGRESS: at 6.56% examples, 174743 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:16,684 : INFO : EPOCH 8 - PROGRESS: at 6.67% examples, 174962 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:17,722 : INFO : EPOCH 8 - PROGRESS: at 6.75% examples, 174776 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:18,732 : INFO : EPOCH 8 - PROGRESS: at 6.86% examples, 174985 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:28:19,754 : INFO : EPOCH 8 - PROGRESS: at 6.94% examples, 174868 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:28:20,760 : INFO : EPOCH 8 - PROGRESS: at 7.04% examples, 174917 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:21,774 : INFO : EPOCH 8 - PROGRESS: at 7.12% examples, 174906 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:22,887 : INFO : EPOCH 8 - PROGRESS: at 7.23% examples, 174791 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:23,908 : INFO : EPOCH 8 - PROGRESS: at 7.32% examples, 174893 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:24,929 : INFO : EPOCH 8 - PROGRESS: at 7.40% examples, 174778 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:25,975 : INFO : EPOCH 8 - PROGRESS: at 7.51% examples, 174816 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:27,033 : INFO : EPOCH 8 - PROGRESS: at 7.61% examples, 174834 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:28,095 : INFO : EPOCH 8 - PROGRESS: at 7.70% examples, 174862 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:29,180 : INFO : EPOCH 8 - PROGRESS: at 7.80% examples, 174882 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:30,204 : INFO : EPOCH 8 - PROGRESS: at 7.90% examples, 175045 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:31,211 : INFO : EPOCH 8 - PROGRESS: at 7.99% examples, 174970 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:32,263 : INFO : EPOCH 8 - PROGRESS: at 8.09% examples, 174888 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:33,302 : INFO : EPOCH 8 - PROGRESS: at 8.18% examples, 174965 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:34,313 : INFO : EPOCH 8 - PROGRESS: at 8.27% examples, 174952 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:35,340 : INFO : EPOCH 8 - PROGRESS: at 8.37% examples, 174916 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:36,346 : INFO : EPOCH 8 - PROGRESS: at 8.45% examples, 174820 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:37,350 : INFO : EPOCH 8 - PROGRESS: at 8.56% examples, 174951 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:38,393 : INFO : EPOCH 8 - PROGRESS: at 8.67% examples, 174939 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:28:39,419 : INFO : EPOCH 8 - PROGRESS: at 8.77% examples, 174883 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:40,427 : INFO : EPOCH 8 - PROGRESS: at 8.88% examples, 174961 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:41,453 : INFO : EPOCH 8 - PROGRESS: at 8.96% examples, 174924 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:42,485 : INFO : EPOCH 8 - PROGRESS: at 9.04% examples, 174883 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:43,504 : INFO : EPOCH 8 - PROGRESS: at 9.14% examples, 174962 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:28:44,533 : INFO : EPOCH 8 - PROGRESS: at 9.24% examples, 175012 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:45,534 : INFO : EPOCH 8 - PROGRESS: at 9.33% examples, 175050 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:46,585 : INFO : EPOCH 8 - PROGRESS: at 9.44% examples, 174985 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:47,592 : INFO : EPOCH 8 - PROGRESS: at 9.53% examples, 174997 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:48,593 : INFO : EPOCH 8 - PROGRESS: at 9.62% examples, 175087 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:49,604 : INFO : EPOCH 8 - PROGRESS: at 9.71% examples, 175023 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:50,661 : INFO : EPOCH 8 - PROGRESS: at 9.82% examples, 175066 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:51,683 : INFO : EPOCH 8 - PROGRESS: at 9.91% examples, 175118 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:52,686 : INFO : EPOCH 8 - PROGRESS: at 10.01% examples, 175086 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:53,713 : INFO : EPOCH 8 - PROGRESS: at 10.09% examples, 175131 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:54,728 : INFO : EPOCH 8 - PROGRESS: at 10.19% examples, 175155 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:55,745 : INFO : EPOCH 8 - PROGRESS: at 10.26% examples, 175140 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:56,817 : INFO : EPOCH 8 - PROGRESS: at 10.35% examples, 175120 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:28:57,827 : INFO : EPOCH 8 - PROGRESS: at 10.45% examples, 175149 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:58,865 : INFO : EPOCH 8 - PROGRESS: at 10.56% examples, 175161 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:28:59,951 : INFO : EPOCH 8 - PROGRESS: at 10.68% examples, 175127 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:00,962 : INFO : EPOCH 8 - PROGRESS: at 10.78% examples, 175126 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:29:01,964 : INFO : EPOCH 8 - PROGRESS: at 10.87% examples, 175186 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:02,966 : INFO : EPOCH 8 - PROGRESS: at 10.96% examples, 175221 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:29:03,999 : INFO : EPOCH 8 - PROGRESS: at 11.07% examples, 175174 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:29:05,081 : INFO : EPOCH 8 - PROGRESS: at 11.16% examples, 175163 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:06,090 : INFO : EPOCH 8 - PROGRESS: at 11.27% examples, 175262 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:07,153 : INFO : EPOCH 8 - PROGRESS: at 11.35% examples, 175185 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:29:08,189 : INFO : EPOCH 8 - PROGRESS: at 11.43% examples, 175156 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:29:09,235 : INFO : EPOCH 8 - PROGRESS: at 11.53% examples, 175156 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:10,262 : INFO : EPOCH 8 - PROGRESS: at 11.65% examples, 175222 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:11,302 : INFO : EPOCH 8 - PROGRESS: at 11.73% examples, 175168 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:12,308 : INFO : EPOCH 8 - PROGRESS: at 11.83% examples, 175186 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:13,336 : INFO : EPOCH 8 - PROGRESS: at 11.93% examples, 175208 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:14,345 : INFO : EPOCH 8 - PROGRESS: at 12.01% examples, 175209 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:15,368 : INFO : EPOCH 8 - PROGRESS: at 12.10% examples, 175139 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:16,385 : INFO : EPOCH 8 - PROGRESS: at 12.20% examples, 175116 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:17,408 : INFO : EPOCH 8 - PROGRESS: at 12.30% examples, 175125 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:18,421 : INFO : EPOCH 8 - PROGRESS: at 12.38% examples, 175055 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:19,435 : INFO : EPOCH 8 - PROGRESS: at 12.48% examples, 175055 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:20,481 : INFO : EPOCH 8 - PROGRESS: at 12.56% examples, 174937 words/s, in_qsize 7, out_qsize 1
2020-07-16 20:29:21,553 : INFO : EPOCH 8 - PROGRESS: at 12.63% examples, 174620 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:22,583 : INFO : EPOCH 8 - PROGRESS: at 12.71% examples, 174549 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:23,656 : INFO : EPOCH 8 - PROGRESS: at 12.82% examples, 174502 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:24,672 : INFO : EPOCH 8 - PROGRESS: at 12.91% examples, 174511 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:25,697 : INFO : EPOCH 8 - PROGRESS: at 13.00% examples, 174527 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:26,755 : INFO : EPOCH 8 - PROGRESS: at 13.09% examples, 174535 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:27,782 : INFO : EPOCH 8 - PROGRESS: at 13.19% examples, 174599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:28,790 : INFO : EPOCH 8 - PROGRESS: at 13.28% examples, 174579 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:29,803 : INFO : EPOCH 8 - PROGRESS: at 13.38% examples, 174599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:30,834 : INFO : EPOCH 8 - PROGRESS: at 13.47% examples, 174577 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:31,845 : INFO : EPOCH 8 - PROGRESS: at 13.56% examples, 174589 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:29:32,861 : INFO : EPOCH 8 - PROGRESS: at 13.66% examples, 174577 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:33,865 : INFO : EPOCH 8 - PROGRESS: at 13.74% examples, 174571 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:34,931 : INFO : EPOCH 8 - PROGRESS: at 13.84% examples, 174559 words/s, in_qsize 7, out_qsize 1
2020-07-16 20:29:35,980 : INFO : EPOCH 8 - PROGRESS: at 13.93% examples, 174576 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:37,038 : INFO : EPOCH 8 - PROGRESS: at 14.04% examples, 174563 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:38,069 : INFO : EPOCH 8 - PROGRESS: at 14.15% examples, 174577 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:39,088 : INFO : EPOCH 8 - PROGRESS: at 14.25% examples, 174606 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:40,094 : INFO : EPOCH 8 - PROGRESS: at 14.35% examples, 174597 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:29:41,100 : INFO : EPOCH 8 - PROGRESS: at 14.46% examples, 174633 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:42,125 : INFO : EPOCH 8 - PROGRESS: at 14.54% examples, 174572 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:43,130 : INFO : EPOCH 8 - PROGRESS: at 14.64% examples, 174588 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:44,139 : INFO : EPOCH 8 - PROGRESS: at 14.73% examples, 174600 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:45,180 : INFO : EPOCH 8 - PROGRESS: at 14.82% examples, 174623 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:46,191 : INFO : EPOCH 8 - PROGRESS: at 14.91% examples, 174615 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:47,229 : INFO : EPOCH 8 - PROGRESS: at 15.01% examples, 174560 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:48,254 : INFO : EPOCH 8 - PROGRESS: at 15.10% examples, 174601 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:29:49,277 : INFO : EPOCH 8 - PROGRESS: at 15.19% examples, 174563 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:50,355 : INFO : EPOCH 8 - PROGRESS: at 15.29% examples, 174562 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:51,363 : INFO : EPOCH 8 - PROGRESS: at 15.40% examples, 174595 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:52,374 : INFO : EPOCH 8 - PROGRESS: at 15.50% examples, 174616 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:53,421 : INFO : EPOCH 8 - PROGRESS: at 15.60% examples, 174614 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:54,448 : INFO : EPOCH 8 - PROGRESS: at 15.70% examples, 174638 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:55,511 : INFO : EPOCH 8 - PROGRESS: at 15.80% examples, 174583 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:56,542 : INFO : EPOCH 8 - PROGRESS: at 15.91% examples, 174645 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:57,591 : INFO : EPOCH 8 - PROGRESS: at 16.01% examples, 174577 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:58,625 : INFO : EPOCH 8 - PROGRESS: at 16.11% examples, 174591 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:29:59,632 : INFO : EPOCH 8 - PROGRESS: at 16.20% examples, 174605 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:00,640 : INFO : EPOCH 8 - PROGRESS: at 16.30% examples, 174588 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:01,686 : INFO : EPOCH 8 - PROGRESS: at 16.41% examples, 174579 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:02,761 : INFO : EPOCH 8 - PROGRESS: at 16.53% examples, 174594 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:03,764 : INFO : EPOCH 8 - PROGRESS: at 16.62% examples, 174607 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:04,807 : INFO : EPOCH 8 - PROGRESS: at 16.71% examples, 174586 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:05,830 : INFO : EPOCH 8 - PROGRESS: at 16.80% examples, 174552 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:06,909 : INFO : EPOCH 8 - PROGRESS: at 16.90% examples, 174539 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:07,947 : INFO : EPOCH 8 - PROGRESS: at 16.99% examples, 174559 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:08,976 : INFO : EPOCH 8 - PROGRESS: at 17.07% examples, 174514 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:09,996 : INFO : EPOCH 8 - PROGRESS: at 17.17% examples, 174583 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:11,001 : INFO : EPOCH 8 - PROGRESS: at 17.26% examples, 174540 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:12,032 : INFO : EPOCH 8 - PROGRESS: at 17.36% examples, 174536 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:13,038 : INFO : EPOCH 8 - PROGRESS: at 17.45% examples, 174535 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:14,054 : INFO : EPOCH 8 - PROGRESS: at 17.55% examples, 174564 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:15,072 : INFO : EPOCH 8 - PROGRESS: at 17.62% examples, 174545 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:16,139 : INFO : EPOCH 8 - PROGRESS: at 17.72% examples, 174484 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:17,167 : INFO : EPOCH 8 - PROGRESS: at 17.83% examples, 174518 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:18,178 : INFO : EPOCH 8 - PROGRESS: at 17.92% examples, 174538 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:19,242 : INFO : EPOCH 8 - PROGRESS: at 18.02% examples, 174530 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:20,249 : INFO : EPOCH 8 - PROGRESS: at 18.12% examples, 174542 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:21,272 : INFO : EPOCH 8 - PROGRESS: at 18.20% examples, 174567 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:22,317 : INFO : EPOCH 8 - PROGRESS: at 18.28% examples, 174563 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:23,353 : INFO : EPOCH 8 - PROGRESS: at 18.38% examples, 174552 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:24,378 : INFO : EPOCH 8 - PROGRESS: at 18.47% examples, 174489 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:25,401 : INFO : EPOCH 8 - PROGRESS: at 18.56% examples, 174499 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:26,416 : INFO : EPOCH 8 - PROGRESS: at 18.65% examples, 174507 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:30:27,453 : INFO : EPOCH 8 - PROGRESS: at 18.75% examples, 174514 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:28,520 : INFO : EPOCH 8 - PROGRESS: at 18.84% examples, 174480 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:29,560 : INFO : EPOCH 8 - PROGRESS: at 18.93% examples, 174480 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:30,575 : INFO : EPOCH 8 - PROGRESS: at 19.03% examples, 174465 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:31,601 : INFO : EPOCH 8 - PROGRESS: at 19.13% examples, 174484 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:32,650 : INFO : EPOCH 8 - PROGRESS: at 19.23% examples, 174508 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:33,727 : INFO : EPOCH 8 - PROGRESS: at 19.33% examples, 174491 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:34,754 : INFO : EPOCH 8 - PROGRESS: at 19.43% examples, 174477 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:35,789 : INFO : EPOCH 8 - PROGRESS: at 19.53% examples, 174501 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:36,795 : INFO : EPOCH 8 - PROGRESS: at 19.63% examples, 174495 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:37,805 : INFO : EPOCH 8 - PROGRESS: at 19.73% examples, 174547 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:38,814 : INFO : EPOCH 8 - PROGRESS: at 19.81% examples, 174493 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:39,867 : INFO : EPOCH 8 - PROGRESS: at 19.92% examples, 174485 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:40,879 : INFO : EPOCH 8 - PROGRESS: at 20.03% examples, 174505 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:41,911 : INFO : EPOCH 8 - PROGRESS: at 20.14% examples, 174464 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:42,912 : INFO : EPOCH 8 - PROGRESS: at 20.24% examples, 174498 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:43,926 : INFO : EPOCH 8 - PROGRESS: at 20.32% examples, 174475 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:30:44,948 : INFO : EPOCH 8 - PROGRESS: at 20.42% examples, 174490 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:45,965 : INFO : EPOCH 8 - PROGRESS: at 20.53% examples, 174542 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:46,995 : INFO : EPOCH 8 - PROGRESS: at 20.63% examples, 174515 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:48,018 : INFO : EPOCH 8 - PROGRESS: at 20.73% examples, 174531 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:49,077 : INFO : EPOCH 8 - PROGRESS: at 20.82% examples, 174490 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:50,146 : INFO : EPOCH 8 - PROGRESS: at 20.92% examples, 174492 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:51,200 : INFO : EPOCH 8 - PROGRESS: at 21.02% examples, 174476 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:52,215 : INFO : EPOCH 8 - PROGRESS: at 21.13% examples, 174472 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:53,228 : INFO : EPOCH 8 - PROGRESS: at 21.20% examples, 174462 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:54,234 : INFO : EPOCH 8 - PROGRESS: at 21.31% examples, 174463 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:55,239 : INFO : EPOCH 8 - PROGRESS: at 21.39% examples, 174466 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:56,269 : INFO : EPOCH 8 - PROGRESS: at 21.50% examples, 174455 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:30:57,291 : INFO : EPOCH 8 - PROGRESS: at 21.62% examples, 174484 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:30:58,395 : INFO : EPOCH 8 - PROGRESS: at 21.71% examples, 174463 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:30:59,451 : INFO : EPOCH 8 - PROGRESS: at 21.80% examples, 174490 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:00,481 : INFO : EPOCH 8 - PROGRESS: at 21.92% examples, 174500 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:31:01,481 : INFO : EPOCH 8 - PROGRESS: at 22.01% examples, 174527 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:31:02,523 : INFO : EPOCH 8 - PROGRESS: at 22.10% examples, 174521 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:03,560 : INFO : EPOCH 8 - PROGRESS: at 22.20% examples, 174516 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:04,562 : INFO : EPOCH 8 - PROGRESS: at 22.28% examples, 174535 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:05,571 : INFO : EPOCH 8 - PROGRESS: at 22.37% examples, 174542 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:06,586 : INFO : EPOCH 8 - PROGRESS: at 22.47% examples, 174561 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:31:07,648 : INFO : EPOCH 8 - PROGRESS: at 22.57% examples, 174539 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:31:08,650 : INFO : EPOCH 8 - PROGRESS: at 22.65% examples, 174570 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:09,703 : INFO : EPOCH 8 - PROGRESS: at 22.74% examples, 174546 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:10,703 : INFO : EPOCH 8 - PROGRESS: at 22.85% examples, 174584 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:11,706 : INFO : EPOCH 8 - PROGRESS: at 22.94% examples, 174557 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:12,728 : INFO : EPOCH 8 - PROGRESS: at 23.03% examples, 174550 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:13,740 : INFO : EPOCH 8 - PROGRESS: at 23.14% examples, 174559 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:14,742 : INFO : EPOCH 8 - PROGRESS: at 23.23% examples, 174589 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:15,751 : INFO : EPOCH 8 - PROGRESS: at 23.30% examples, 174544 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:16,757 : INFO : EPOCH 8 - PROGRESS: at 23.41% examples, 174554 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:17,794 : INFO : EPOCH 8 - PROGRESS: at 23.51% examples, 174530 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:18,806 : INFO : EPOCH 8 - PROGRESS: at 23.61% examples, 174553 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:19,889 : INFO : EPOCH 8 - PROGRESS: at 23.71% examples, 174540 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:20,940 : INFO : EPOCH 8 - PROGRESS: at 23.80% examples, 174553 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:22,002 : INFO : EPOCH 8 - PROGRESS: at 23.89% examples, 174574 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:23,026 : INFO : EPOCH 8 - PROGRESS: at 23.99% examples, 174569 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:24,106 : INFO : EPOCH 8 - PROGRESS: at 24.09% examples, 174555 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:25,169 : INFO : EPOCH 8 - PROGRESS: at 24.19% examples, 174553 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:31:26,246 : INFO : EPOCH 8 - PROGRESS: at 24.29% examples, 174563 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:27,254 : INFO : EPOCH 8 - PROGRESS: at 24.41% examples, 174597 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:28,290 : INFO : EPOCH 8 - PROGRESS: at 24.52% examples, 174577 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:29,293 : INFO : EPOCH 8 - PROGRESS: at 24.62% examples, 174626 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:30,299 : INFO : EPOCH 8 - PROGRESS: at 24.69% examples, 174608 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:31,341 : INFO : EPOCH 8 - PROGRESS: at 24.79% examples, 174603 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:32,404 : INFO : EPOCH 8 - PROGRESS: at 24.91% examples, 174611 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:33,423 : INFO : EPOCH 8 - PROGRESS: at 25.01% examples, 174604 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:31:34,433 : INFO : EPOCH 8 - PROGRESS: at 25.12% examples, 174599 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:31:35,448 : INFO : EPOCH 8 - PROGRESS: at 25.22% examples, 174610 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:36,464 : INFO : EPOCH 8 - PROGRESS: at 25.31% examples, 174601 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:37,485 : INFO : EPOCH 8 - PROGRESS: at 25.41% examples, 174626 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:38,488 : INFO : EPOCH 8 - PROGRESS: at 25.49% examples, 174626 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:39,492 : INFO : EPOCH 8 - PROGRESS: at 25.59% examples, 174634 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:40,525 : INFO : EPOCH 8 - PROGRESS: at 25.68% examples, 174626 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:41,574 : INFO : EPOCH 8 - PROGRESS: at 25.79% examples, 174652 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:42,579 : INFO : EPOCH 8 - PROGRESS: at 25.89% examples, 174658 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:43,608 : INFO : EPOCH 8 - PROGRESS: at 25.99% examples, 174641 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:44,621 : INFO : EPOCH 8 - PROGRESS: at 26.08% examples, 174634 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:45,621 : INFO : EPOCH 8 - PROGRESS: at 26.19% examples, 174668 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:46,638 : INFO : EPOCH 8 - PROGRESS: at 26.27% examples, 174649 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:47,677 : INFO : EPOCH 8 - PROGRESS: at 26.38% examples, 174626 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:48,682 : INFO : EPOCH 8 - PROGRESS: at 26.48% examples, 174625 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:49,712 : INFO : EPOCH 8 - PROGRESS: at 26.58% examples, 174610 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:50,770 : INFO : EPOCH 8 - PROGRESS: at 26.69% examples, 174618 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:51,806 : INFO : EPOCH 8 - PROGRESS: at 26.78% examples, 174616 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:52,822 : INFO : EPOCH 8 - PROGRESS: at 26.87% examples, 174631 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:53,841 : INFO : EPOCH 8 - PROGRESS: at 26.97% examples, 174632 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:54,843 : INFO : EPOCH 8 - PROGRESS: at 27.08% examples, 174669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:55,865 : INFO : EPOCH 8 - PROGRESS: at 27.18% examples, 174646 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:31:56,934 : INFO : EPOCH 8 - PROGRESS: at 27.28% examples, 174653 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:31:57,960 : INFO : EPOCH 8 - PROGRESS: at 27.37% examples, 174651 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:31:58,992 : INFO : EPOCH 8 - PROGRESS: at 27.46% examples, 174650 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:32:00,011 : INFO : EPOCH 8 - PROGRESS: at 27.56% examples, 174643 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:01,030 : INFO : EPOCH 8 - PROGRESS: at 27.67% examples, 174669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:02,044 : INFO : EPOCH 8 - PROGRESS: at 27.76% examples, 174640 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:03,066 : INFO : EPOCH 8 - PROGRESS: at 27.85% examples, 174672 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:04,083 : INFO : EPOCH 8 - PROGRESS: at 27.94% examples, 174663 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:05,104 : INFO : EPOCH 8 - PROGRESS: at 28.03% examples, 174669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:06,174 : INFO : EPOCH 8 - PROGRESS: at 28.11% examples, 174661 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:32:07,252 : INFO : EPOCH 8 - PROGRESS: at 28.22% examples, 174660 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:08,317 : INFO : EPOCH 8 - PROGRESS: at 28.33% examples, 174661 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:09,335 : INFO : EPOCH 8 - PROGRESS: at 28.42% examples, 174660 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:32:10,358 : INFO : EPOCH 8 - PROGRESS: at 28.53% examples, 174683 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:11,353 : INFO : EPOCH 8 - PROGRESS: at 28.61% examples, 174656 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:12,365 : INFO : EPOCH 8 - PROGRESS: at 28.71% examples, 174700 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:13,378 : INFO : EPOCH 8 - PROGRESS: at 28.80% examples, 174681 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:14,390 : INFO : EPOCH 8 - PROGRESS: at 28.89% examples, 174697 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:15,405 : INFO : EPOCH 8 - PROGRESS: at 28.99% examples, 174700 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:16,434 : INFO : EPOCH 8 - PROGRESS: at 29.07% examples, 174704 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:17,497 : INFO : EPOCH 8 - PROGRESS: at 29.16% examples, 174694 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:18,509 : INFO : EPOCH 8 - PROGRESS: at 29.26% examples, 174701 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:32:19,535 : INFO : EPOCH 8 - PROGRESS: at 29.36% examples, 174702 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:20,615 : INFO : EPOCH 8 - PROGRESS: at 29.44% examples, 174690 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:21,625 : INFO : EPOCH 8 - PROGRESS: at 29.54% examples, 174694 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:22,656 : INFO : EPOCH 8 - PROGRESS: at 29.63% examples, 174679 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:23,657 : INFO : EPOCH 8 - PROGRESS: at 29.74% examples, 174694 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:24,665 : INFO : EPOCH 8 - PROGRESS: at 29.83% examples, 174697 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:32:25,673 : INFO : EPOCH 8 - PROGRESS: at 29.91% examples, 174666 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:26,714 : INFO : EPOCH 8 - PROGRESS: at 30.00% examples, 174667 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:27,778 : INFO : EPOCH 8 - PROGRESS: at 30.09% examples, 174673 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:28,818 : INFO : EPOCH 8 - PROGRESS: at 30.19% examples, 174687 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:29,857 : INFO : EPOCH 8 - PROGRESS: at 30.27% examples, 174656 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:30,858 : INFO : EPOCH 8 - PROGRESS: at 30.37% examples, 174664 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:31,885 : INFO : EPOCH 8 - PROGRESS: at 30.46% examples, 174663 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:32,923 : INFO : EPOCH 8 - PROGRESS: at 30.56% examples, 174700 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:33,979 : INFO : EPOCH 8 - PROGRESS: at 30.66% examples, 174664 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:34,991 : INFO : EPOCH 8 - PROGRESS: at 30.76% examples, 174713 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:35,998 : INFO : EPOCH 8 - PROGRESS: at 30.86% examples, 174686 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:37,025 : INFO : EPOCH 8 - PROGRESS: at 30.97% examples, 174709 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:32:38,038 : INFO : EPOCH 8 - PROGRESS: at 31.04% examples, 174673 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:39,057 : INFO : EPOCH 8 - PROGRESS: at 31.15% examples, 174682 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:40,109 : INFO : EPOCH 8 - PROGRESS: at 31.26% examples, 174686 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:32:41,141 : INFO : EPOCH 8 - PROGRESS: at 31.37% examples, 174687 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:42,154 : INFO : EPOCH 8 - PROGRESS: at 31.48% examples, 174689 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:43,231 : INFO : EPOCH 8 - PROGRESS: at 31.57% examples, 174663 words/s, in_qsize 6, out_qsize 2
2020-07-16 20:32:44,274 : INFO : EPOCH 8 - PROGRESS: at 31.68% examples, 174674 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:32:45,306 : INFO : EPOCH 8 - PROGRESS: at 31.78% examples, 174685 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:46,321 : INFO : EPOCH 8 - PROGRESS: at 31.85% examples, 174672 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:32:47,353 : INFO : EPOCH 8 - PROGRESS: at 31.94% examples, 174661 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:48,358 : INFO : EPOCH 8 - PROGRESS: at 32.03% examples, 174663 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:49,465 : INFO : EPOCH 8 - PROGRESS: at 32.13% examples, 174658 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:50,525 : INFO : EPOCH 8 - PROGRESS: at 32.23% examples, 174658 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:32:51,550 : INFO : EPOCH 8 - PROGRESS: at 32.32% examples, 174657 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:52,556 : INFO : EPOCH 8 - PROGRESS: at 32.43% examples, 174666 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:32:53,587 : INFO : EPOCH 8 - PROGRESS: at 32.52% examples, 174674 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:54,645 : INFO : EPOCH 8 - PROGRESS: at 32.61% examples, 174644 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:55,691 : INFO : EPOCH 8 - PROGRESS: at 32.69% examples, 174653 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:32:56,726 : INFO : EPOCH 8 - PROGRESS: at 32.78% examples, 174653 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:57,746 : INFO : EPOCH 8 - PROGRESS: at 32.87% examples, 174647 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:58,770 : INFO : EPOCH 8 - PROGRESS: at 32.97% examples, 174659 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:32:59,846 : INFO : EPOCH 8 - PROGRESS: at 33.07% examples, 174654 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:00,865 : INFO : EPOCH 8 - PROGRESS: at 33.16% examples, 174645 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:33:01,923 : INFO : EPOCH 8 - PROGRESS: at 33.26% examples, 174653 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:02,953 : INFO : EPOCH 8 - PROGRESS: at 33.36% examples, 174661 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:04,008 : INFO : EPOCH 8 - PROGRESS: at 33.46% examples, 174663 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:05,017 : INFO : EPOCH 8 - PROGRESS: at 33.54% examples, 174651 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:06,061 : INFO : EPOCH 8 - PROGRESS: at 33.63% examples, 174636 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:33:07,074 : INFO : EPOCH 8 - PROGRESS: at 33.73% examples, 174658 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:08,074 : INFO : EPOCH 8 - PROGRESS: at 33.82% examples, 174643 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:09,158 : INFO : EPOCH 8 - PROGRESS: at 33.94% examples, 174642 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:33:10,199 : INFO : EPOCH 8 - PROGRESS: at 34.03% examples, 174662 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:11,221 : INFO : EPOCH 8 - PROGRESS: at 34.13% examples, 174673 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:12,284 : INFO : EPOCH 8 - PROGRESS: at 34.24% examples, 174668 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:33:13,290 : INFO : EPOCH 8 - PROGRESS: at 34.35% examples, 174683 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:33:14,375 : INFO : EPOCH 8 - PROGRESS: at 34.44% examples, 174659 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:15,478 : INFO : EPOCH 8 - PROGRESS: at 34.54% examples, 174652 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:16,534 : INFO : EPOCH 8 - PROGRESS: at 34.64% examples, 174649 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:33:17,543 : INFO : EPOCH 8 - PROGRESS: at 34.73% examples, 174654 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:18,549 : INFO : EPOCH 8 - PROGRESS: at 34.80% examples, 174646 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:19,556 : INFO : EPOCH 8 - PROGRESS: at 34.92% examples, 174669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:20,664 : INFO : EPOCH 8 - PROGRESS: at 35.02% examples, 174654 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:33:21,676 : INFO : EPOCH 8 - PROGRESS: at 35.11% examples, 174662 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:22,757 : INFO : EPOCH 8 - PROGRESS: at 35.21% examples, 174656 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:23,829 : INFO : EPOCH 8 - PROGRESS: at 35.32% examples, 174658 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:24,874 : INFO : EPOCH 8 - PROGRESS: at 35.42% examples, 174669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:25,901 : INFO : EPOCH 8 - PROGRESS: at 35.51% examples, 174680 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:26,932 : INFO : EPOCH 8 - PROGRESS: at 35.60% examples, 174658 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:33:27,941 : INFO : EPOCH 8 - PROGRESS: at 35.68% examples, 174676 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:29,021 : INFO : EPOCH 8 - PROGRESS: at 35.79% examples, 174640 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:33:30,130 : INFO : EPOCH 8 - PROGRESS: at 35.89% examples, 174636 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:31,149 : INFO : EPOCH 8 - PROGRESS: at 36.00% examples, 174664 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:32,150 : INFO : EPOCH 8 - PROGRESS: at 36.10% examples, 174668 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:33,168 : INFO : EPOCH 8 - PROGRESS: at 36.20% examples, 174660 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:34,208 : INFO : EPOCH 8 - PROGRESS: at 36.29% examples, 174670 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:35,258 : INFO : EPOCH 8 - PROGRESS: at 36.39% examples, 174671 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:36,309 : INFO : EPOCH 8 - PROGRESS: at 36.49% examples, 174660 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:37,348 : INFO : EPOCH 8 - PROGRESS: at 36.60% examples, 174657 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:38,357 : INFO : EPOCH 8 - PROGRESS: at 36.70% examples, 174669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:39,384 : INFO : EPOCH 8 - PROGRESS: at 36.82% examples, 174667 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:33:40,392 : INFO : EPOCH 8 - PROGRESS: at 36.92% examples, 174680 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:41,438 : INFO : EPOCH 8 - PROGRESS: at 37.03% examples, 174665 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:42,443 : INFO : EPOCH 8 - PROGRESS: at 37.11% examples, 174669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:43,461 : INFO : EPOCH 8 - PROGRESS: at 37.20% examples, 174666 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:44,564 : INFO : EPOCH 8 - PROGRESS: at 37.30% examples, 174657 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:45,635 : INFO : EPOCH 8 - PROGRESS: at 37.41% examples, 174652 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:46,638 : INFO : EPOCH 8 - PROGRESS: at 37.51% examples, 174651 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:47,698 : INFO : EPOCH 8 - PROGRESS: at 37.60% examples, 174645 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:33:48,708 : INFO : EPOCH 8 - PROGRESS: at 37.71% examples, 174647 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:49,709 : INFO : EPOCH 8 - PROGRESS: at 37.80% examples, 174650 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:50,719 : INFO : EPOCH 8 - PROGRESS: at 37.88% examples, 174629 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:51,779 : INFO : EPOCH 8 - PROGRESS: at 37.96% examples, 174567 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:52,801 : INFO : EPOCH 8 - PROGRESS: at 38.03% examples, 174491 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:53,807 : INFO : EPOCH 8 - PROGRESS: at 38.13% examples, 174456 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:54,901 : INFO : EPOCH 8 - PROGRESS: at 38.22% examples, 174456 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:55,914 : INFO : EPOCH 8 - PROGRESS: at 38.32% examples, 174475 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:33:56,977 : INFO : EPOCH 8 - PROGRESS: at 38.42% examples, 174454 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:33:58,029 : INFO : EPOCH 8 - PROGRESS: at 38.52% examples, 174468 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:33:59,035 : INFO : EPOCH 8 - PROGRESS: at 38.60% examples, 174462 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:34:00,085 : INFO : EPOCH 8 - PROGRESS: at 38.71% examples, 174459 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:34:01,100 : INFO : EPOCH 8 - PROGRESS: at 38.79% examples, 174449 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:34:02,105 : INFO : EPOCH 8 - PROGRESS: at 38.89% examples, 174462 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:03,142 : INFO : EPOCH 8 - PROGRESS: at 38.98% examples, 174460 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:34:04,178 : INFO : EPOCH 8 - PROGRESS: at 39.08% examples, 174476 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:05,224 : INFO : EPOCH 8 - PROGRESS: at 39.19% examples, 174481 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:06,229 : INFO : EPOCH 8 - PROGRESS: at 39.27% examples, 174468 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:34:07,256 : INFO : EPOCH 8 - PROGRESS: at 39.37% examples, 174472 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:08,269 : INFO : EPOCH 8 - PROGRESS: at 39.46% examples, 174480 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:09,278 : INFO : EPOCH 8 - PROGRESS: at 39.56% examples, 174481 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:34:10,324 : INFO : EPOCH 8 - PROGRESS: at 39.65% examples, 174478 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:11,336 : INFO : EPOCH 8 - PROGRESS: at 39.74% examples, 174469 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:12,401 : INFO : EPOCH 8 - PROGRESS: at 39.84% examples, 174474 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:13,424 : INFO : EPOCH 8 - PROGRESS: at 39.94% examples, 174474 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:14,455 : INFO : EPOCH 8 - PROGRESS: at 40.04% examples, 174485 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:15,475 : INFO : EPOCH 8 - PROGRESS: at 40.13% examples, 174475 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:16,481 : INFO : EPOCH 8 - PROGRESS: at 40.23% examples, 174504 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:17,589 : INFO : EPOCH 8 - PROGRESS: at 40.32% examples, 174477 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:18,601 : INFO : EPOCH 8 - PROGRESS: at 40.43% examples, 174499 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:19,678 : INFO : EPOCH 8 - PROGRESS: at 40.52% examples, 174478 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:20,749 : INFO : EPOCH 8 - PROGRESS: at 40.63% examples, 174497 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:21,762 : INFO : EPOCH 8 - PROGRESS: at 40.73% examples, 174510 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:22,809 : INFO : EPOCH 8 - PROGRESS: at 40.82% examples, 174501 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:34:23,810 : INFO : EPOCH 8 - PROGRESS: at 40.90% examples, 174496 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:24,824 : INFO : EPOCH 8 - PROGRESS: at 41.00% examples, 174500 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:34:25,837 : INFO : EPOCH 8 - PROGRESS: at 41.10% examples, 174516 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:26,843 : INFO : EPOCH 8 - PROGRESS: at 41.19% examples, 174518 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:27,844 : INFO : EPOCH 8 - PROGRESS: at 41.30% examples, 174520 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:28,861 : INFO : EPOCH 8 - PROGRESS: at 41.38% examples, 174506 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:29,883 : INFO : EPOCH 8 - PROGRESS: at 41.47% examples, 174512 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:30,995 : INFO : EPOCH 8 - PROGRESS: at 41.57% examples, 174496 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:32,057 : INFO : EPOCH 8 - PROGRESS: at 41.67% examples, 174501 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:33,144 : INFO : EPOCH 8 - PROGRESS: at 41.78% examples, 174501 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:34,178 : INFO : EPOCH 8 - PROGRESS: at 41.87% examples, 174498 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:35,178 : INFO : EPOCH 8 - PROGRESS: at 41.97% examples, 174501 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:36,180 : INFO : EPOCH 8 - PROGRESS: at 42.08% examples, 174493 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:37,184 : INFO : EPOCH 8 - PROGRESS: at 42.18% examples, 174524 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:38,257 : INFO : EPOCH 8 - PROGRESS: at 42.27% examples, 174499 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:39,321 : INFO : EPOCH 8 - PROGRESS: at 42.37% examples, 174517 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:40,449 : INFO : EPOCH 8 - PROGRESS: at 42.47% examples, 174501 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:34:41,479 : INFO : EPOCH 8 - PROGRESS: at 42.57% examples, 174513 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:42,485 : INFO : EPOCH 8 - PROGRESS: at 42.66% examples, 174509 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:43,503 : INFO : EPOCH 8 - PROGRESS: at 42.77% examples, 174508 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:44,514 : INFO : EPOCH 8 - PROGRESS: at 42.84% examples, 174509 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:45,563 : INFO : EPOCH 8 - PROGRESS: at 42.96% examples, 174514 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:46,584 : INFO : EPOCH 8 - PROGRESS: at 43.05% examples, 174536 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:47,595 : INFO : EPOCH 8 - PROGRESS: at 43.13% examples, 174517 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:48,679 : INFO : EPOCH 8 - PROGRESS: at 43.21% examples, 174511 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:49,692 : INFO : EPOCH 8 - PROGRESS: at 43.33% examples, 174539 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:50,738 : INFO : EPOCH 8 - PROGRESS: at 43.41% examples, 174519 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:51,805 : INFO : EPOCH 8 - PROGRESS: at 43.52% examples, 174522 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:34:52,828 : INFO : EPOCH 8 - PROGRESS: at 43.62% examples, 174531 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:53,865 : INFO : EPOCH 8 - PROGRESS: at 43.72% examples, 174505 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:54,877 : INFO : EPOCH 8 - PROGRESS: at 43.80% examples, 174519 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:34:55,904 : INFO : EPOCH 8 - PROGRESS: at 43.90% examples, 174541 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:56,923 : INFO : EPOCH 8 - PROGRESS: at 43.99% examples, 174532 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:57,935 : INFO : EPOCH 8 - PROGRESS: at 44.08% examples, 174538 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:58,938 : INFO : EPOCH 8 - PROGRESS: at 44.16% examples, 174526 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:34:59,944 : INFO : EPOCH 8 - PROGRESS: at 44.25% examples, 174541 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:00,959 : INFO : EPOCH 8 - PROGRESS: at 44.35% examples, 174524 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:01,962 : INFO : EPOCH 8 - PROGRESS: at 44.43% examples, 174524 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:03,035 : INFO : EPOCH 8 - PROGRESS: at 44.53% examples, 174496 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:04,067 : INFO : EPOCH 8 - PROGRESS: at 44.63% examples, 174521 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:05,083 : INFO : EPOCH 8 - PROGRESS: at 44.73% examples, 174519 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:06,102 : INFO : EPOCH 8 - PROGRESS: at 44.81% examples, 174510 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:07,143 : INFO : EPOCH 8 - PROGRESS: at 44.89% examples, 174523 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:08,180 : INFO : EPOCH 8 - PROGRESS: at 45.01% examples, 174543 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:09,194 : INFO : EPOCH 8 - PROGRESS: at 45.11% examples, 174564 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:10,225 : INFO : EPOCH 8 - PROGRESS: at 45.20% examples, 174542 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:35:11,261 : INFO : EPOCH 8 - PROGRESS: at 45.30% examples, 174551 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:12,275 : INFO : EPOCH 8 - PROGRESS: at 45.39% examples, 174556 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:13,279 : INFO : EPOCH 8 - PROGRESS: at 45.49% examples, 174571 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:14,325 : INFO : EPOCH 8 - PROGRESS: at 45.58% examples, 174550 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:15,329 : INFO : EPOCH 8 - PROGRESS: at 45.67% examples, 174542 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:16,397 : INFO : EPOCH 8 - PROGRESS: at 45.77% examples, 174546 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:17,433 : INFO : EPOCH 8 - PROGRESS: at 45.87% examples, 174546 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:35:18,451 : INFO : EPOCH 8 - PROGRESS: at 45.98% examples, 174564 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:19,490 : INFO : EPOCH 8 - PROGRESS: at 46.08% examples, 174552 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:20,525 : INFO : EPOCH 8 - PROGRESS: at 46.19% examples, 174561 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:21,578 : INFO : EPOCH 8 - PROGRESS: at 46.29% examples, 174563 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:22,579 : INFO : EPOCH 8 - PROGRESS: at 46.39% examples, 174574 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:23,622 : INFO : EPOCH 8 - PROGRESS: at 46.48% examples, 174551 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:24,637 : INFO : EPOCH 8 - PROGRESS: at 46.58% examples, 174564 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:25,671 : INFO : EPOCH 8 - PROGRESS: at 46.68% examples, 174562 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:26,683 : INFO : EPOCH 8 - PROGRESS: at 46.76% examples, 174584 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:27,751 : INFO : EPOCH 8 - PROGRESS: at 46.86% examples, 174572 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:28,789 : INFO : EPOCH 8 - PROGRESS: at 46.96% examples, 174581 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:29,811 : INFO : EPOCH 8 - PROGRESS: at 47.05% examples, 174573 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:30,853 : INFO : EPOCH 8 - PROGRESS: at 47.15% examples, 174573 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:31,890 : INFO : EPOCH 8 - PROGRESS: at 47.25% examples, 174574 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:32,911 : INFO : EPOCH 8 - PROGRESS: at 47.35% examples, 174576 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:34,001 : INFO : EPOCH 8 - PROGRESS: at 47.46% examples, 174567 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:35,032 : INFO : EPOCH 8 - PROGRESS: at 47.56% examples, 174581 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:36,037 : INFO : EPOCH 8 - PROGRESS: at 47.66% examples, 174584 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:37,113 : INFO : EPOCH 8 - PROGRESS: at 47.77% examples, 174565 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:38,159 : INFO : EPOCH 8 - PROGRESS: at 47.86% examples, 174560 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:39,197 : INFO : EPOCH 8 - PROGRESS: at 47.95% examples, 174571 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:40,198 : INFO : EPOCH 8 - PROGRESS: at 48.05% examples, 174587 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:41,240 : INFO : EPOCH 8 - PROGRESS: at 48.15% examples, 174566 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:42,302 : INFO : EPOCH 8 - PROGRESS: at 48.25% examples, 174562 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:43,306 : INFO : EPOCH 8 - PROGRESS: at 48.34% examples, 174570 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:44,360 : INFO : EPOCH 8 - PROGRESS: at 48.43% examples, 174569 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:45,402 : INFO : EPOCH 8 - PROGRESS: at 48.52% examples, 174566 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:46,424 : INFO : EPOCH 8 - PROGRESS: at 48.61% examples, 174561 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:47,434 : INFO : EPOCH 8 - PROGRESS: at 48.70% examples, 174576 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:48,477 : INFO : EPOCH 8 - PROGRESS: at 48.79% examples, 174566 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:49,552 : INFO : EPOCH 8 - PROGRESS: at 48.88% examples, 174557 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:50,567 : INFO : EPOCH 8 - PROGRESS: at 48.97% examples, 174565 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:51,583 : INFO : EPOCH 8 - PROGRESS: at 49.06% examples, 174582 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:52,655 : INFO : EPOCH 8 - PROGRESS: at 49.16% examples, 174565 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:53,666 : INFO : EPOCH 8 - PROGRESS: at 49.25% examples, 174568 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:54,683 : INFO : EPOCH 8 - PROGRESS: at 49.36% examples, 174574 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:55,697 : INFO : EPOCH 8 - PROGRESS: at 49.45% examples, 174574 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:56,723 : INFO : EPOCH 8 - PROGRESS: at 49.54% examples, 174572 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:57,731 : INFO : EPOCH 8 - PROGRESS: at 49.64% examples, 174596 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:58,758 : INFO : EPOCH 8 - PROGRESS: at 49.74% examples, 174599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:35:59,770 : INFO : EPOCH 8 - PROGRESS: at 49.84% examples, 174593 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:36:00,772 : INFO : EPOCH 8 - PROGRESS: at 49.95% examples, 174599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:01,806 : INFO : EPOCH 8 - PROGRESS: at 50.06% examples, 174607 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:36:02,877 : INFO : EPOCH 8 - PROGRESS: at 50.17% examples, 174595 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:03,882 : INFO : EPOCH 8 - PROGRESS: at 50.28% examples, 174604 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:04,888 : INFO : EPOCH 8 - PROGRESS: at 50.36% examples, 174619 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:05,992 : INFO : EPOCH 8 - PROGRESS: at 50.45% examples, 174592 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:07,039 : INFO : EPOCH 8 - PROGRESS: at 50.56% examples, 174594 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:08,114 : INFO : EPOCH 8 - PROGRESS: at 50.65% examples, 174593 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:09,160 : INFO : EPOCH 8 - PROGRESS: at 50.74% examples, 174595 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:10,182 : INFO : EPOCH 8 - PROGRESS: at 50.83% examples, 174607 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:11,243 : INFO : EPOCH 8 - PROGRESS: at 50.93% examples, 174598 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:36:12,264 : INFO : EPOCH 8 - PROGRESS: at 51.02% examples, 174592 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:13,276 : INFO : EPOCH 8 - PROGRESS: at 51.12% examples, 174595 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:14,317 : INFO : EPOCH 8 - PROGRESS: at 51.20% examples, 174602 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:15,360 : INFO : EPOCH 8 - PROGRESS: at 51.30% examples, 174595 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:16,404 : INFO : EPOCH 8 - PROGRESS: at 51.39% examples, 174591 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:17,448 : INFO : EPOCH 8 - PROGRESS: at 51.49% examples, 174588 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:18,472 : INFO : EPOCH 8 - PROGRESS: at 51.59% examples, 174592 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:19,474 : INFO : EPOCH 8 - PROGRESS: at 51.68% examples, 174601 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:20,508 : INFO : EPOCH 8 - PROGRESS: at 51.77% examples, 174586 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:21,555 : INFO : EPOCH 8 - PROGRESS: at 51.87% examples, 174584 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:22,607 : INFO : EPOCH 8 - PROGRESS: at 51.97% examples, 174581 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:23,680 : INFO : EPOCH 8 - PROGRESS: at 52.06% examples, 174590 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:24,686 : INFO : EPOCH 8 - PROGRESS: at 52.16% examples, 174589 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:25,694 : INFO : EPOCH 8 - PROGRESS: at 52.26% examples, 174586 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:36:26,718 : INFO : EPOCH 8 - PROGRESS: at 52.38% examples, 174610 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:27,781 : INFO : EPOCH 8 - PROGRESS: at 52.46% examples, 174595 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:28,820 : INFO : EPOCH 8 - PROGRESS: at 52.54% examples, 174584 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:36:29,929 : INFO : EPOCH 8 - PROGRESS: at 52.64% examples, 174575 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:30,941 : INFO : EPOCH 8 - PROGRESS: at 52.74% examples, 174581 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:31,992 : INFO : EPOCH 8 - PROGRESS: at 52.86% examples, 174590 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:33,019 : INFO : EPOCH 8 - PROGRESS: at 52.95% examples, 174597 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:34,045 : INFO : EPOCH 8 - PROGRESS: at 53.04% examples, 174584 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:35,118 : INFO : EPOCH 8 - PROGRESS: at 53.13% examples, 174578 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:36,143 : INFO : EPOCH 8 - PROGRESS: at 53.25% examples, 174588 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:37,175 : INFO : EPOCH 8 - PROGRESS: at 53.35% examples, 174585 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:38,204 : INFO : EPOCH 8 - PROGRESS: at 53.45% examples, 174590 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:39,224 : INFO : EPOCH 8 - PROGRESS: at 53.53% examples, 174592 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:40,240 : INFO : EPOCH 8 - PROGRESS: at 53.63% examples, 174594 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:41,249 : INFO : EPOCH 8 - PROGRESS: at 53.72% examples, 174594 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:42,276 : INFO : EPOCH 8 - PROGRESS: at 53.82% examples, 174599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:43,278 : INFO : EPOCH 8 - PROGRESS: at 53.91% examples, 174616 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:44,292 : INFO : EPOCH 8 - PROGRESS: at 54.01% examples, 174619 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:45,297 : INFO : EPOCH 8 - PROGRESS: at 54.09% examples, 174611 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:46,340 : INFO : EPOCH 8 - PROGRESS: at 54.19% examples, 174604 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:47,385 : INFO : EPOCH 8 - PROGRESS: at 54.28% examples, 174607 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:36:48,410 : INFO : EPOCH 8 - PROGRESS: at 54.39% examples, 174617 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:49,414 : INFO : EPOCH 8 - PROGRESS: at 54.48% examples, 174626 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:50,428 : INFO : EPOCH 8 - PROGRESS: at 54.58% examples, 174611 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:51,489 : INFO : EPOCH 8 - PROGRESS: at 54.67% examples, 174613 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:52,499 : INFO : EPOCH 8 - PROGRESS: at 54.76% examples, 174605 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:53,541 : INFO : EPOCH 8 - PROGRESS: at 54.85% examples, 174611 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:54,577 : INFO : EPOCH 8 - PROGRESS: at 54.94% examples, 174608 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:55,606 : INFO : EPOCH 8 - PROGRESS: at 55.05% examples, 174626 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:56,610 : INFO : EPOCH 8 - PROGRESS: at 55.13% examples, 174621 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:57,630 : INFO : EPOCH 8 - PROGRESS: at 55.22% examples, 174624 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:58,664 : INFO : EPOCH 8 - PROGRESS: at 55.33% examples, 174628 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:36:59,702 : INFO : EPOCH 8 - PROGRESS: at 55.43% examples, 174623 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:00,707 : INFO : EPOCH 8 - PROGRESS: at 55.51% examples, 174624 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:01,746 : INFO : EPOCH 8 - PROGRESS: at 55.61% examples, 174627 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:02,747 : INFO : EPOCH 8 - PROGRESS: at 55.70% examples, 174638 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:03,764 : INFO : EPOCH 8 - PROGRESS: at 55.81% examples, 174641 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:04,826 : INFO : EPOCH 8 - PROGRESS: at 55.90% examples, 174620 words/s, in_qsize 5, out_qsize 2
2020-07-16 20:37:05,838 : INFO : EPOCH 8 - PROGRESS: at 56.00% examples, 174635 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:06,860 : INFO : EPOCH 8 - PROGRESS: at 56.10% examples, 174632 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:07,890 : INFO : EPOCH 8 - PROGRESS: at 56.22% examples, 174632 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:08,957 : INFO : EPOCH 8 - PROGRESS: at 56.31% examples, 174620 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:09,982 : INFO : EPOCH 8 - PROGRESS: at 56.40% examples, 174622 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:11,049 : INFO : EPOCH 8 - PROGRESS: at 56.52% examples, 174632 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:12,070 : INFO : EPOCH 8 - PROGRESS: at 56.62% examples, 174643 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:13,072 : INFO : EPOCH 8 - PROGRESS: at 56.70% examples, 174639 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:14,078 : INFO : EPOCH 8 - PROGRESS: at 56.80% examples, 174652 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:15,081 : INFO : EPOCH 8 - PROGRESS: at 56.89% examples, 174664 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:16,111 : INFO : EPOCH 8 - PROGRESS: at 56.97% examples, 174655 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:37:17,179 : INFO : EPOCH 8 - PROGRESS: at 57.06% examples, 174658 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:18,225 : INFO : EPOCH 8 - PROGRESS: at 57.15% examples, 174658 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:19,253 : INFO : EPOCH 8 - PROGRESS: at 57.26% examples, 174662 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:37:20,262 : INFO : EPOCH 8 - PROGRESS: at 57.36% examples, 174666 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:21,274 : INFO : EPOCH 8 - PROGRESS: at 57.45% examples, 174681 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:22,293 : INFO : EPOCH 8 - PROGRESS: at 57.55% examples, 174684 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:23,310 : INFO : EPOCH 8 - PROGRESS: at 57.66% examples, 174684 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:24,317 : INFO : EPOCH 8 - PROGRESS: at 57.75% examples, 174677 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:25,327 : INFO : EPOCH 8 - PROGRESS: at 57.84% examples, 174679 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:26,344 : INFO : EPOCH 8 - PROGRESS: at 57.95% examples, 174675 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:27,384 : INFO : EPOCH 8 - PROGRESS: at 58.04% examples, 174677 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:28,423 : INFO : EPOCH 8 - PROGRESS: at 58.13% examples, 174672 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:29,433 : INFO : EPOCH 8 - PROGRESS: at 58.22% examples, 174686 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:30,456 : INFO : EPOCH 8 - PROGRESS: at 58.30% examples, 174666 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:31,496 : INFO : EPOCH 8 - PROGRESS: at 58.40% examples, 174675 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:32,514 : INFO : EPOCH 8 - PROGRESS: at 58.51% examples, 174686 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:33,545 : INFO : EPOCH 8 - PROGRESS: at 58.60% examples, 174673 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:34,560 : INFO : EPOCH 8 - PROGRESS: at 58.70% examples, 174674 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:35,569 : INFO : EPOCH 8 - PROGRESS: at 58.80% examples, 174673 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:36,579 : INFO : EPOCH 8 - PROGRESS: at 58.91% examples, 174678 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:37,593 : INFO : EPOCH 8 - PROGRESS: at 59.00% examples, 174660 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:37:38,662 : INFO : EPOCH 8 - PROGRESS: at 59.09% examples, 174662 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:39,741 : INFO : EPOCH 8 - PROGRESS: at 59.20% examples, 174666 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:37:40,756 : INFO : EPOCH 8 - PROGRESS: at 59.30% examples, 174672 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:41,785 : INFO : EPOCH 8 - PROGRESS: at 59.38% examples, 174673 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:42,855 : INFO : EPOCH 8 - PROGRESS: at 59.49% examples, 174673 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:43,857 : INFO : EPOCH 8 - PROGRESS: at 59.59% examples, 174680 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:44,898 : INFO : EPOCH 8 - PROGRESS: at 59.69% examples, 174671 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:45,944 : INFO : EPOCH 8 - PROGRESS: at 59.80% examples, 174667 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:46,992 : INFO : EPOCH 8 - PROGRESS: at 59.91% examples, 174674 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:48,009 : INFO : EPOCH 8 - PROGRESS: at 59.99% examples, 174671 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:49,061 : INFO : EPOCH 8 - PROGRESS: at 60.09% examples, 174661 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:50,086 : INFO : EPOCH 8 - PROGRESS: at 60.16% examples, 174658 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:51,124 : INFO : EPOCH 8 - PROGRESS: at 60.25% examples, 174657 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:52,174 : INFO : EPOCH 8 - PROGRESS: at 60.36% examples, 174663 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:53,194 : INFO : EPOCH 8 - PROGRESS: at 60.45% examples, 174665 words/s, in_qsize 7, out_qsize 1
2020-07-16 20:37:54,227 : INFO : EPOCH 8 - PROGRESS: at 60.56% examples, 174672 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:55,239 : INFO : EPOCH 8 - PROGRESS: at 60.65% examples, 174658 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:56,247 : INFO : EPOCH 8 - PROGRESS: at 60.74% examples, 174665 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:57,300 : INFO : EPOCH 8 - PROGRESS: at 60.83% examples, 174664 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:58,339 : INFO : EPOCH 8 - PROGRESS: at 60.94% examples, 174665 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:37:59,369 : INFO : EPOCH 8 - PROGRESS: at 61.04% examples, 174672 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:00,378 : INFO : EPOCH 8 - PROGRESS: at 61.13% examples, 174669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:01,435 : INFO : EPOCH 8 - PROGRESS: at 61.23% examples, 174664 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:02,455 : INFO : EPOCH 8 - PROGRESS: at 61.34% examples, 174668 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:03,484 : INFO : EPOCH 8 - PROGRESS: at 61.43% examples, 174665 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:04,505 : INFO : EPOCH 8 - PROGRESS: at 61.53% examples, 174679 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:05,626 : INFO : EPOCH 8 - PROGRESS: at 61.63% examples, 174665 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:06,642 : INFO : EPOCH 8 - PROGRESS: at 61.73% examples, 174682 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:07,663 : INFO : EPOCH 8 - PROGRESS: at 61.80% examples, 174679 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:08,667 : INFO : EPOCH 8 - PROGRESS: at 61.89% examples, 174688 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:09,683 : INFO : EPOCH 8 - PROGRESS: at 61.97% examples, 174686 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:10,691 : INFO : EPOCH 8 - PROGRESS: at 62.07% examples, 174676 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:11,698 : INFO : EPOCH 8 - PROGRESS: at 62.17% examples, 174681 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:12,728 : INFO : EPOCH 8 - PROGRESS: at 62.28% examples, 174697 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:13,731 : INFO : EPOCH 8 - PROGRESS: at 62.37% examples, 174701 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:14,749 : INFO : EPOCH 8 - PROGRESS: at 62.47% examples, 174693 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:15,764 : INFO : EPOCH 8 - PROGRESS: at 62.58% examples, 174713 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:16,816 : INFO : EPOCH 8 - PROGRESS: at 62.65% examples, 174698 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:17,859 : INFO : EPOCH 8 - PROGRESS: at 62.74% examples, 174692 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:18,882 : INFO : EPOCH 8 - PROGRESS: at 62.84% examples, 174697 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:38:19,929 : INFO : EPOCH 8 - PROGRESS: at 62.94% examples, 174682 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:38:20,971 : INFO : EPOCH 8 - PROGRESS: at 63.03% examples, 174660 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:22,041 : INFO : EPOCH 8 - PROGRESS: at 63.11% examples, 174614 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:23,057 : INFO : EPOCH 8 - PROGRESS: at 63.19% examples, 174573 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:24,061 : INFO : EPOCH 8 - PROGRESS: at 63.29% examples, 174571 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:25,062 : INFO : EPOCH 8 - PROGRESS: at 63.38% examples, 174566 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:26,156 : INFO : EPOCH 8 - PROGRESS: at 63.48% examples, 174571 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:27,207 : INFO : EPOCH 8 - PROGRESS: at 63.58% examples, 174580 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:28,242 : INFO : EPOCH 8 - PROGRESS: at 63.67% examples, 174580 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:29,293 : INFO : EPOCH 8 - PROGRESS: at 63.78% examples, 174578 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:30,309 : INFO : EPOCH 8 - PROGRESS: at 63.88% examples, 174587 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:38:31,380 : INFO : EPOCH 8 - PROGRESS: at 63.99% examples, 174568 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:32,493 : INFO : EPOCH 8 - PROGRESS: at 64.10% examples, 174571 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:38:33,498 : INFO : EPOCH 8 - PROGRESS: at 64.20% examples, 174582 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:34,505 : INFO : EPOCH 8 - PROGRESS: at 64.29% examples, 174590 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:35,519 : INFO : EPOCH 8 - PROGRESS: at 64.40% examples, 174587 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:36,534 : INFO : EPOCH 8 - PROGRESS: at 64.49% examples, 174593 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:37,563 : INFO : EPOCH 8 - PROGRESS: at 64.60% examples, 174588 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:38,581 : INFO : EPOCH 8 - PROGRESS: at 64.70% examples, 174599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:39,601 : INFO : EPOCH 8 - PROGRESS: at 64.79% examples, 174599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:40,608 : INFO : EPOCH 8 - PROGRESS: at 64.89% examples, 174590 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:41,624 : INFO : EPOCH 8 - PROGRESS: at 64.99% examples, 174594 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:42,657 : INFO : EPOCH 8 - PROGRESS: at 65.09% examples, 174580 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:43,663 : INFO : EPOCH 8 - PROGRESS: at 65.19% examples, 174581 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:44,684 : INFO : EPOCH 8 - PROGRESS: at 65.28% examples, 174585 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:45,733 : INFO : EPOCH 8 - PROGRESS: at 65.38% examples, 174587 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:46,734 : INFO : EPOCH 8 - PROGRESS: at 65.46% examples, 174593 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:47,748 : INFO : EPOCH 8 - PROGRESS: at 65.54% examples, 174585 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:48,785 : INFO : EPOCH 8 - PROGRESS: at 65.65% examples, 174588 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:49,808 : INFO : EPOCH 8 - PROGRESS: at 65.73% examples, 174590 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:50,810 : INFO : EPOCH 8 - PROGRESS: at 65.83% examples, 174598 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:51,912 : INFO : EPOCH 8 - PROGRESS: at 65.94% examples, 174597 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:52,935 : INFO : EPOCH 8 - PROGRESS: at 66.03% examples, 174604 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:53,954 : INFO : EPOCH 8 - PROGRESS: at 66.12% examples, 174608 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:54,963 : INFO : EPOCH 8 - PROGRESS: at 66.21% examples, 174594 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:55,966 : INFO : EPOCH 8 - PROGRESS: at 66.32% examples, 174603 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:56,986 : INFO : EPOCH 8 - PROGRESS: at 66.40% examples, 174608 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:58,042 : INFO : EPOCH 8 - PROGRESS: at 66.51% examples, 174601 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:38:59,046 : INFO : EPOCH 8 - PROGRESS: at 66.60% examples, 174601 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:00,053 : INFO : EPOCH 8 - PROGRESS: at 66.69% examples, 174609 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:01,089 : INFO : EPOCH 8 - PROGRESS: at 66.79% examples, 174612 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:02,126 : INFO : EPOCH 8 - PROGRESS: at 66.88% examples, 174609 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:03,160 : INFO : EPOCH 8 - PROGRESS: at 66.99% examples, 174605 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:04,174 : INFO : EPOCH 8 - PROGRESS: at 67.08% examples, 174593 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:05,177 : INFO : EPOCH 8 - PROGRESS: at 67.18% examples, 174608 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:06,197 : INFO : EPOCH 8 - PROGRESS: at 67.26% examples, 174600 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:07,208 : INFO : EPOCH 8 - PROGRESS: at 67.35% examples, 174615 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:08,209 : INFO : EPOCH 8 - PROGRESS: at 67.43% examples, 174606 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:09,213 : INFO : EPOCH 8 - PROGRESS: at 67.54% examples, 174613 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:10,274 : INFO : EPOCH 8 - PROGRESS: at 67.63% examples, 174607 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:11,283 : INFO : EPOCH 8 - PROGRESS: at 67.73% examples, 174602 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:39:12,289 : INFO : EPOCH 8 - PROGRESS: at 67.82% examples, 174613 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:13,311 : INFO : EPOCH 8 - PROGRESS: at 67.93% examples, 174611 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:14,375 : INFO : EPOCH 8 - PROGRESS: at 68.03% examples, 174606 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:15,438 : INFO : EPOCH 8 - PROGRESS: at 68.13% examples, 174603 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:16,479 : INFO : EPOCH 8 - PROGRESS: at 68.22% examples, 174596 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:17,544 : INFO : EPOCH 8 - PROGRESS: at 68.33% examples, 174598 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:18,594 : INFO : EPOCH 8 - PROGRESS: at 68.44% examples, 174608 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:19,653 : INFO : EPOCH 8 - PROGRESS: at 68.53% examples, 174600 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:20,658 : INFO : EPOCH 8 - PROGRESS: at 68.64% examples, 174605 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:21,669 : INFO : EPOCH 8 - PROGRESS: at 68.74% examples, 174596 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:22,711 : INFO : EPOCH 8 - PROGRESS: at 68.84% examples, 174591 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:23,725 : INFO : EPOCH 8 - PROGRESS: at 68.93% examples, 174596 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:24,755 : INFO : EPOCH 8 - PROGRESS: at 69.03% examples, 174599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:25,850 : INFO : EPOCH 8 - PROGRESS: at 69.11% examples, 174592 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:26,868 : INFO : EPOCH 8 - PROGRESS: at 69.19% examples, 174587 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:27,898 : INFO : EPOCH 8 - PROGRESS: at 69.27% examples, 174581 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:28,936 : INFO : EPOCH 8 - PROGRESS: at 69.37% examples, 174587 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:30,034 : INFO : EPOCH 8 - PROGRESS: at 69.46% examples, 174588 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:31,037 : INFO : EPOCH 8 - PROGRESS: at 69.57% examples, 174595 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:32,044 : INFO : EPOCH 8 - PROGRESS: at 69.66% examples, 174607 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:33,086 : INFO : EPOCH 8 - PROGRESS: at 69.74% examples, 174595 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:34,145 : INFO : EPOCH 8 - PROGRESS: at 69.84% examples, 174591 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:35,178 : INFO : EPOCH 8 - PROGRESS: at 69.94% examples, 174592 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:36,213 : INFO : EPOCH 8 - PROGRESS: at 70.04% examples, 174588 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:37,256 : INFO : EPOCH 8 - PROGRESS: at 70.14% examples, 174589 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:38,329 : INFO : EPOCH 8 - PROGRESS: at 70.24% examples, 174593 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:39,358 : INFO : EPOCH 8 - PROGRESS: at 70.34% examples, 174596 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:40,361 : INFO : EPOCH 8 - PROGRESS: at 70.44% examples, 174603 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:41,422 : INFO : EPOCH 8 - PROGRESS: at 70.54% examples, 174596 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:42,501 : INFO : EPOCH 8 - PROGRESS: at 70.65% examples, 174596 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:43,511 : INFO : EPOCH 8 - PROGRESS: at 70.75% examples, 174607 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:44,561 : INFO : EPOCH 8 - PROGRESS: at 70.85% examples, 174608 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:45,573 : INFO : EPOCH 8 - PROGRESS: at 70.94% examples, 174604 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:46,623 : INFO : EPOCH 8 - PROGRESS: at 71.05% examples, 174605 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:47,627 : INFO : EPOCH 8 - PROGRESS: at 71.14% examples, 174609 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:39:48,633 : INFO : EPOCH 8 - PROGRESS: at 71.24% examples, 174603 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:49,659 : INFO : EPOCH 8 - PROGRESS: at 71.32% examples, 174602 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:50,709 : INFO : EPOCH 8 - PROGRESS: at 71.42% examples, 174596 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:39:51,796 : INFO : EPOCH 8 - PROGRESS: at 71.52% examples, 174598 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:39:52,818 : INFO : EPOCH 8 - PROGRESS: at 71.62% examples, 174593 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:39:53,839 : INFO : EPOCH 8 - PROGRESS: at 71.73% examples, 174601 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:54,873 : INFO : EPOCH 8 - PROGRESS: at 71.84% examples, 174588 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:55,915 : INFO : EPOCH 8 - PROGRESS: at 71.93% examples, 174595 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:39:56,981 : INFO : EPOCH 8 - PROGRESS: at 72.03% examples, 174600 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:39:58,013 : INFO : EPOCH 8 - PROGRESS: at 72.13% examples, 174612 words/s, in_qsize 7, out_qsize 1
2020-07-16 20:39:59,006 : INFO : EPOCH 8 - PROGRESS: at 72.22% examples, 174607 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:00,042 : INFO : EPOCH 8 - PROGRESS: at 72.32% examples, 174606 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:01,072 : INFO : EPOCH 8 - PROGRESS: at 72.41% examples, 174603 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:02,161 : INFO : EPOCH 8 - PROGRESS: at 72.51% examples, 174599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:03,163 : INFO : EPOCH 8 - PROGRESS: at 72.60% examples, 174607 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:04,228 : INFO : EPOCH 8 - PROGRESS: at 72.69% examples, 174600 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:05,245 : INFO : EPOCH 8 - PROGRESS: at 72.78% examples, 174608 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:06,286 : INFO : EPOCH 8 - PROGRESS: at 72.86% examples, 174606 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:07,295 : INFO : EPOCH 8 - PROGRESS: at 72.96% examples, 174598 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:08,309 : INFO : EPOCH 8 - PROGRESS: at 73.05% examples, 174599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:09,328 : INFO : EPOCH 8 - PROGRESS: at 73.14% examples, 174601 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:10,348 : INFO : EPOCH 8 - PROGRESS: at 73.25% examples, 174602 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:11,439 : INFO : EPOCH 8 - PROGRESS: at 73.35% examples, 174602 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:12,447 : INFO : EPOCH 8 - PROGRESS: at 73.44% examples, 174614 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:13,445 : INFO : EPOCH 8 - PROGRESS: at 73.52% examples, 174613 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:14,470 : INFO : EPOCH 8 - PROGRESS: at 73.61% examples, 174602 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:15,516 : INFO : EPOCH 8 - PROGRESS: at 73.73% examples, 174614 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:16,541 : INFO : EPOCH 8 - PROGRESS: at 73.81% examples, 174601 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:17,583 : INFO : EPOCH 8 - PROGRESS: at 73.92% examples, 174605 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:18,584 : INFO : EPOCH 8 - PROGRESS: at 74.02% examples, 174621 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:19,606 : INFO : EPOCH 8 - PROGRESS: at 74.10% examples, 174607 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:20,648 : INFO : EPOCH 8 - PROGRESS: at 74.22% examples, 174616 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:21,656 : INFO : EPOCH 8 - PROGRESS: at 74.32% examples, 174624 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:22,663 : INFO : EPOCH 8 - PROGRESS: at 74.42% examples, 174631 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:23,685 : INFO : EPOCH 8 - PROGRESS: at 74.51% examples, 174618 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:40:24,738 : INFO : EPOCH 8 - PROGRESS: at 74.60% examples, 174626 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:40:25,759 : INFO : EPOCH 8 - PROGRESS: at 74.70% examples, 174624 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:26,784 : INFO : EPOCH 8 - PROGRESS: at 74.78% examples, 174619 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:27,794 : INFO : EPOCH 8 - PROGRESS: at 74.88% examples, 174624 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:28,838 : INFO : EPOCH 8 - PROGRESS: at 74.97% examples, 174618 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:29,849 : INFO : EPOCH 8 - PROGRESS: at 75.09% examples, 174621 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:30,871 : INFO : EPOCH 8 - PROGRESS: at 75.19% examples, 174623 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:31,907 : INFO : EPOCH 8 - PROGRESS: at 75.29% examples, 174619 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:32,921 : INFO : EPOCH 8 - PROGRESS: at 75.37% examples, 174619 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:33,965 : INFO : EPOCH 8 - PROGRESS: at 75.48% examples, 174603 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:40:35,026 : INFO : EPOCH 8 - PROGRESS: at 75.58% examples, 174610 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:36,031 : INFO : EPOCH 8 - PROGRESS: at 75.67% examples, 174608 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:37,068 : INFO : EPOCH 8 - PROGRESS: at 75.79% examples, 174608 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:38,071 : INFO : EPOCH 8 - PROGRESS: at 75.88% examples, 174614 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:39,071 : INFO : EPOCH 8 - PROGRESS: at 75.98% examples, 174618 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:40,073 : INFO : EPOCH 8 - PROGRESS: at 76.07% examples, 174614 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:41,136 : INFO : EPOCH 8 - PROGRESS: at 76.16% examples, 174606 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:40:42,150 : INFO : EPOCH 8 - PROGRESS: at 76.26% examples, 174608 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:40:43,158 : INFO : EPOCH 8 - PROGRESS: at 76.35% examples, 174613 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:44,161 : INFO : EPOCH 8 - PROGRESS: at 76.44% examples, 174615 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:45,189 : INFO : EPOCH 8 - PROGRESS: at 76.53% examples, 174614 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:46,201 : INFO : EPOCH 8 - PROGRESS: at 76.62% examples, 174617 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:47,213 : INFO : EPOCH 8 - PROGRESS: at 76.72% examples, 174627 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:48,241 : INFO : EPOCH 8 - PROGRESS: at 76.84% examples, 174636 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:49,262 : INFO : EPOCH 8 - PROGRESS: at 76.91% examples, 174636 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:50,283 : INFO : EPOCH 8 - PROGRESS: at 77.00% examples, 174633 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:51,309 : INFO : EPOCH 8 - PROGRESS: at 77.09% examples, 174631 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:52,329 : INFO : EPOCH 8 - PROGRESS: at 77.20% examples, 174632 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:53,366 : INFO : EPOCH 8 - PROGRESS: at 77.29% examples, 174630 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:40:54,396 : INFO : EPOCH 8 - PROGRESS: at 77.41% examples, 174638 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:55,452 : INFO : EPOCH 8 - PROGRESS: at 77.50% examples, 174629 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:56,492 : INFO : EPOCH 8 - PROGRESS: at 77.58% examples, 174623 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:57,505 : INFO : EPOCH 8 - PROGRESS: at 77.67% examples, 174630 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:40:58,510 : INFO : EPOCH 8 - PROGRESS: at 77.76% examples, 174626 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:40:59,513 : INFO : EPOCH 8 - PROGRESS: at 77.85% examples, 174632 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:00,549 : INFO : EPOCH 8 - PROGRESS: at 77.95% examples, 174624 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:01,570 : INFO : EPOCH 8 - PROGRESS: at 78.06% examples, 174636 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:02,589 : INFO : EPOCH 8 - PROGRESS: at 78.15% examples, 174634 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:03,613 : INFO : EPOCH 8 - PROGRESS: at 78.25% examples, 174634 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:04,616 : INFO : EPOCH 8 - PROGRESS: at 78.34% examples, 174635 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:05,642 : INFO : EPOCH 8 - PROGRESS: at 78.43% examples, 174620 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:06,660 : INFO : EPOCH 8 - PROGRESS: at 78.51% examples, 174631 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:07,667 : INFO : EPOCH 8 - PROGRESS: at 78.60% examples, 174627 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:08,668 : INFO : EPOCH 8 - PROGRESS: at 78.69% examples, 174623 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:09,707 : INFO : EPOCH 8 - PROGRESS: at 78.79% examples, 174620 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:10,720 : INFO : EPOCH 8 - PROGRESS: at 78.88% examples, 174639 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:11,734 : INFO : EPOCH 8 - PROGRESS: at 78.96% examples, 174630 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:12,739 : INFO : EPOCH 8 - PROGRESS: at 79.06% examples, 174631 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:13,757 : INFO : EPOCH 8 - PROGRESS: at 79.16% examples, 174637 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:14,792 : INFO : EPOCH 8 - PROGRESS: at 79.26% examples, 174640 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:15,794 : INFO : EPOCH 8 - PROGRESS: at 79.35% examples, 174643 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:16,831 : INFO : EPOCH 8 - PROGRESS: at 79.46% examples, 174639 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:41:17,869 : INFO : EPOCH 8 - PROGRESS: at 79.54% examples, 174595 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:18,910 : INFO : EPOCH 8 - PROGRESS: at 79.62% examples, 174588 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:19,925 : INFO : EPOCH 8 - PROGRESS: at 79.72% examples, 174592 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:20,947 : INFO : EPOCH 8 - PROGRESS: at 79.82% examples, 174592 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:21,983 : INFO : EPOCH 8 - PROGRESS: at 79.92% examples, 174585 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:23,077 : INFO : EPOCH 8 - PROGRESS: at 80.02% examples, 174588 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:24,107 : INFO : EPOCH 8 - PROGRESS: at 80.13% examples, 174594 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:25,137 : INFO : EPOCH 8 - PROGRESS: at 80.22% examples, 174593 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:41:26,218 : INFO : EPOCH 8 - PROGRESS: at 80.32% examples, 174589 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:27,225 : INFO : EPOCH 8 - PROGRESS: at 80.41% examples, 174599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:28,239 : INFO : EPOCH 8 - PROGRESS: at 80.51% examples, 174597 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:29,247 : INFO : EPOCH 8 - PROGRESS: at 80.59% examples, 174588 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:41:30,301 : INFO : EPOCH 8 - PROGRESS: at 80.69% examples, 174585 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:31,302 : INFO : EPOCH 8 - PROGRESS: at 80.79% examples, 174584 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:32,306 : INFO : EPOCH 8 - PROGRESS: at 80.90% examples, 174589 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:33,347 : INFO : EPOCH 8 - PROGRESS: at 80.99% examples, 174587 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:41:34,363 : INFO : EPOCH 8 - PROGRESS: at 81.11% examples, 174594 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:35,407 : INFO : EPOCH 8 - PROGRESS: at 81.21% examples, 174592 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:36,481 : INFO : EPOCH 8 - PROGRESS: at 81.30% examples, 174597 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:37,550 : INFO : EPOCH 8 - PROGRESS: at 81.40% examples, 174593 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:38,624 : INFO : EPOCH 8 - PROGRESS: at 81.50% examples, 174607 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:39,670 : INFO : EPOCH 8 - PROGRESS: at 81.59% examples, 174600 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:40,701 : INFO : EPOCH 8 - PROGRESS: at 81.70% examples, 174610 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:41:41,711 : INFO : EPOCH 8 - PROGRESS: at 81.79% examples, 174614 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:42,712 : INFO : EPOCH 8 - PROGRESS: at 81.89% examples, 174616 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:43,725 : INFO : EPOCH 8 - PROGRESS: at 81.98% examples, 174613 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:44,726 : INFO : EPOCH 8 - PROGRESS: at 82.07% examples, 174617 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:45,773 : INFO : EPOCH 8 - PROGRESS: at 82.15% examples, 174612 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:46,785 : INFO : EPOCH 8 - PROGRESS: at 82.24% examples, 174625 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:47,788 : INFO : EPOCH 8 - PROGRESS: at 82.34% examples, 174617 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:48,819 : INFO : EPOCH 8 - PROGRESS: at 82.44% examples, 174617 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:49,826 : INFO : EPOCH 8 - PROGRESS: at 82.55% examples, 174620 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:50,833 : INFO : EPOCH 8 - PROGRESS: at 82.65% examples, 174627 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:51,865 : INFO : EPOCH 8 - PROGRESS: at 82.75% examples, 174621 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:52,917 : INFO : EPOCH 8 - PROGRESS: at 82.84% examples, 174631 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:53,921 : INFO : EPOCH 8 - PROGRESS: at 82.94% examples, 174632 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:54,996 : INFO : EPOCH 8 - PROGRESS: at 83.03% examples, 174625 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:56,042 : INFO : EPOCH 8 - PROGRESS: at 83.14% examples, 174627 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:57,053 : INFO : EPOCH 8 - PROGRESS: at 83.24% examples, 174630 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:58,057 : INFO : EPOCH 8 - PROGRESS: at 83.34% examples, 174632 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:41:59,113 : INFO : EPOCH 8 - PROGRESS: at 83.43% examples, 174627 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:42:00,189 : INFO : EPOCH 8 - PROGRESS: at 83.52% examples, 174627 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:01,245 : INFO : EPOCH 8 - PROGRESS: at 83.60% examples, 174630 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:02,289 : INFO : EPOCH 8 - PROGRESS: at 83.71% examples, 174634 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:03,378 : INFO : EPOCH 8 - PROGRESS: at 83.82% examples, 174631 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:04,436 : INFO : EPOCH 8 - PROGRESS: at 83.91% examples, 174633 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:05,467 : INFO : EPOCH 8 - PROGRESS: at 84.02% examples, 174643 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:06,468 : INFO : EPOCH 8 - PROGRESS: at 84.11% examples, 174637 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:07,485 : INFO : EPOCH 8 - PROGRESS: at 84.21% examples, 174641 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:08,487 : INFO : EPOCH 8 - PROGRESS: at 84.31% examples, 174646 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:09,502 : INFO : EPOCH 8 - PROGRESS: at 84.39% examples, 174642 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:10,565 : INFO : EPOCH 8 - PROGRESS: at 84.49% examples, 174638 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:11,637 : INFO : EPOCH 8 - PROGRESS: at 84.57% examples, 174634 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:12,684 : INFO : EPOCH 8 - PROGRESS: at 84.68% examples, 174645 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:13,690 : INFO : EPOCH 8 - PROGRESS: at 84.78% examples, 174642 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:14,709 : INFO : EPOCH 8 - PROGRESS: at 84.88% examples, 174648 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:15,712 : INFO : EPOCH 8 - PROGRESS: at 84.97% examples, 174650 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:42:16,719 : INFO : EPOCH 8 - PROGRESS: at 85.07% examples, 174647 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:17,750 : INFO : EPOCH 8 - PROGRESS: at 85.16% examples, 174656 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:18,775 : INFO : EPOCH 8 - PROGRESS: at 85.25% examples, 174649 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:19,800 : INFO : EPOCH 8 - PROGRESS: at 85.34% examples, 174655 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:20,811 : INFO : EPOCH 8 - PROGRESS: at 85.44% examples, 174654 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:21,813 : INFO : EPOCH 8 - PROGRESS: at 85.53% examples, 174659 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:22,844 : INFO : EPOCH 8 - PROGRESS: at 85.63% examples, 174651 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:23,853 : INFO : EPOCH 8 - PROGRESS: at 85.74% examples, 174662 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:24,854 : INFO : EPOCH 8 - PROGRESS: at 85.84% examples, 174667 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:25,861 : INFO : EPOCH 8 - PROGRESS: at 85.93% examples, 174655 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:42:26,884 : INFO : EPOCH 8 - PROGRESS: at 86.02% examples, 174664 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:27,909 : INFO : EPOCH 8 - PROGRESS: at 86.13% examples, 174669 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:42:28,939 : INFO : EPOCH 8 - PROGRESS: at 86.21% examples, 174660 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:29,993 : INFO : EPOCH 8 - PROGRESS: at 86.32% examples, 174668 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:31,003 : INFO : EPOCH 8 - PROGRESS: at 86.42% examples, 174668 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:32,122 : INFO : EPOCH 8 - PROGRESS: at 86.51% examples, 174659 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:33,146 : INFO : EPOCH 8 - PROGRESS: at 86.61% examples, 174671 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:34,189 : INFO : EPOCH 8 - PROGRESS: at 86.70% examples, 174669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:35,231 : INFO : EPOCH 8 - PROGRESS: at 86.80% examples, 174656 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:42:36,234 : INFO : EPOCH 8 - PROGRESS: at 86.90% examples, 174677 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:37,258 : INFO : EPOCH 8 - PROGRESS: at 86.99% examples, 174668 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:38,352 : INFO : EPOCH 8 - PROGRESS: at 87.08% examples, 174665 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:39,440 : INFO : EPOCH 8 - PROGRESS: at 87.19% examples, 174659 words/s, in_qsize 5, out_qsize 2
2020-07-16 20:42:40,502 : INFO : EPOCH 8 - PROGRESS: at 87.30% examples, 174666 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:41,505 : INFO : EPOCH 8 - PROGRESS: at 87.40% examples, 174674 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:42,527 : INFO : EPOCH 8 - PROGRESS: at 87.50% examples, 174665 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:43,586 : INFO : EPOCH 8 - PROGRESS: at 87.59% examples, 174671 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:44,600 : INFO : EPOCH 8 - PROGRESS: at 87.69% examples, 174664 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:45,632 : INFO : EPOCH 8 - PROGRESS: at 87.80% examples, 174669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:46,744 : INFO : EPOCH 8 - PROGRESS: at 87.90% examples, 174657 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:47,749 : INFO : EPOCH 8 - PROGRESS: at 88.00% examples, 174661 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:48,833 : INFO : EPOCH 8 - PROGRESS: at 88.10% examples, 174646 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:49,873 : INFO : EPOCH 8 - PROGRESS: at 88.18% examples, 174648 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:50,897 : INFO : EPOCH 8 - PROGRESS: at 88.27% examples, 174633 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:51,908 : INFO : EPOCH 8 - PROGRESS: at 88.35% examples, 174607 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:53,006 : INFO : EPOCH 8 - PROGRESS: at 88.45% examples, 174567 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:54,128 : INFO : EPOCH 8 - PROGRESS: at 88.55% examples, 174563 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:42:55,150 : INFO : EPOCH 8 - PROGRESS: at 88.65% examples, 174569 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:42:56,179 : INFO : EPOCH 8 - PROGRESS: at 88.75% examples, 174576 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:57,201 : INFO : EPOCH 8 - PROGRESS: at 88.86% examples, 174581 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:58,222 : INFO : EPOCH 8 - PROGRESS: at 88.95% examples, 174576 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:42:59,247 : INFO : EPOCH 8 - PROGRESS: at 89.03% examples, 174578 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:00,288 : INFO : EPOCH 8 - PROGRESS: at 89.13% examples, 174571 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:01,289 : INFO : EPOCH 8 - PROGRESS: at 89.21% examples, 174573 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:02,307 : INFO : EPOCH 8 - PROGRESS: at 89.30% examples, 174578 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:03,353 : INFO : EPOCH 8 - PROGRESS: at 89.39% examples, 174573 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:04,366 : INFO : EPOCH 8 - PROGRESS: at 89.50% examples, 174579 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:43:05,423 : INFO : EPOCH 8 - PROGRESS: at 89.60% examples, 174582 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:06,432 : INFO : EPOCH 8 - PROGRESS: at 89.71% examples, 174590 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:07,457 : INFO : EPOCH 8 - PROGRESS: at 89.81% examples, 174598 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:08,475 : INFO : EPOCH 8 - PROGRESS: at 89.90% examples, 174601 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:09,481 : INFO : EPOCH 8 - PROGRESS: at 90.01% examples, 174604 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:10,523 : INFO : EPOCH 8 - PROGRESS: at 90.10% examples, 174598 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:11,524 : INFO : EPOCH 8 - PROGRESS: at 90.20% examples, 174601 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:12,538 : INFO : EPOCH 8 - PROGRESS: at 90.29% examples, 174599 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:13,561 : INFO : EPOCH 8 - PROGRESS: at 90.38% examples, 174606 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:43:14,639 : INFO : EPOCH 8 - PROGRESS: at 90.46% examples, 174606 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:15,645 : INFO : EPOCH 8 - PROGRESS: at 90.55% examples, 174603 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:16,671 : INFO : EPOCH 8 - PROGRESS: at 90.65% examples, 174611 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:17,706 : INFO : EPOCH 8 - PROGRESS: at 90.75% examples, 174609 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:18,749 : INFO : EPOCH 8 - PROGRESS: at 90.85% examples, 174609 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:43:19,770 : INFO : EPOCH 8 - PROGRESS: at 90.95% examples, 174609 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:20,785 : INFO : EPOCH 8 - PROGRESS: at 91.03% examples, 174615 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:21,864 : INFO : EPOCH 8 - PROGRESS: at 91.13% examples, 174616 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:22,869 : INFO : EPOCH 8 - PROGRESS: at 91.23% examples, 174614 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:23,881 : INFO : EPOCH 8 - PROGRESS: at 91.33% examples, 174623 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:24,891 : INFO : EPOCH 8 - PROGRESS: at 91.44% examples, 174618 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:25,909 : INFO : EPOCH 8 - PROGRESS: at 91.52% examples, 174624 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:26,916 : INFO : EPOCH 8 - PROGRESS: at 91.60% examples, 174629 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:27,918 : INFO : EPOCH 8 - PROGRESS: at 91.70% examples, 174622 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:28,933 : INFO : EPOCH 8 - PROGRESS: at 91.78% examples, 174617 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:29,967 : INFO : EPOCH 8 - PROGRESS: at 91.88% examples, 174620 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:30,989 : INFO : EPOCH 8 - PROGRESS: at 91.97% examples, 174619 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:32,016 : INFO : EPOCH 8 - PROGRESS: at 92.06% examples, 174615 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:33,047 : INFO : EPOCH 8 - PROGRESS: at 92.14% examples, 174616 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:34,136 : INFO : EPOCH 8 - PROGRESS: at 92.27% examples, 174615 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:35,149 : INFO : EPOCH 8 - PROGRESS: at 92.38% examples, 174624 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:43:36,193 : INFO : EPOCH 8 - PROGRESS: at 92.47% examples, 174620 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:37,230 : INFO : EPOCH 8 - PROGRESS: at 92.55% examples, 174620 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:38,265 : INFO : EPOCH 8 - PROGRESS: at 92.66% examples, 174628 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:39,286 : INFO : EPOCH 8 - PROGRESS: at 92.75% examples, 174630 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:40,313 : INFO : EPOCH 8 - PROGRESS: at 92.84% examples, 174626 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:41,313 : INFO : EPOCH 8 - PROGRESS: at 92.92% examples, 174627 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:42,315 : INFO : EPOCH 8 - PROGRESS: at 93.00% examples, 174629 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:43,316 : INFO : EPOCH 8 - PROGRESS: at 93.08% examples, 174628 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:44,325 : INFO : EPOCH 8 - PROGRESS: at 93.16% examples, 174637 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:45,332 : INFO : EPOCH 8 - PROGRESS: at 93.24% examples, 174631 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:46,369 : INFO : EPOCH 8 - PROGRESS: at 93.35% examples, 174637 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:47,388 : INFO : EPOCH 8 - PROGRESS: at 93.45% examples, 174645 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:48,435 : INFO : EPOCH 8 - PROGRESS: at 93.55% examples, 174635 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:49,530 : INFO : EPOCH 8 - PROGRESS: at 93.63% examples, 174631 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:50,532 : INFO : EPOCH 8 - PROGRESS: at 93.74% examples, 174643 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:43:51,611 : INFO : EPOCH 8 - PROGRESS: at 93.84% examples, 174634 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:43:52,646 : INFO : EPOCH 8 - PROGRESS: at 93.92% examples, 174630 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:53,707 : INFO : EPOCH 8 - PROGRESS: at 94.02% examples, 174631 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:54,760 : INFO : EPOCH 8 - PROGRESS: at 94.12% examples, 174625 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:55,824 : INFO : EPOCH 8 - PROGRESS: at 94.23% examples, 174627 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:56,840 : INFO : EPOCH 8 - PROGRESS: at 94.31% examples, 174633 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:57,847 : INFO : EPOCH 8 - PROGRESS: at 94.42% examples, 174640 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:43:58,929 : INFO : EPOCH 8 - PROGRESS: at 94.51% examples, 174638 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:00,010 : INFO : EPOCH 8 - PROGRESS: at 94.62% examples, 174632 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:01,063 : INFO : EPOCH 8 - PROGRESS: at 94.71% examples, 174633 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:02,141 : INFO : EPOCH 8 - PROGRESS: at 94.83% examples, 174632 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:03,221 : INFO : EPOCH 8 - PROGRESS: at 94.93% examples, 174633 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:44:04,245 : INFO : EPOCH 8 - PROGRESS: at 95.02% examples, 174632 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:05,274 : INFO : EPOCH 8 - PROGRESS: at 95.10% examples, 174639 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:44:06,298 : INFO : EPOCH 8 - PROGRESS: at 95.22% examples, 174644 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:07,381 : INFO : EPOCH 8 - PROGRESS: at 95.29% examples, 174641 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:08,445 : INFO : EPOCH 8 - PROGRESS: at 95.38% examples, 174646 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:09,501 : INFO : EPOCH 8 - PROGRESS: at 95.49% examples, 174645 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:10,549 : INFO : EPOCH 8 - PROGRESS: at 95.58% examples, 174646 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:11,567 : INFO : EPOCH 8 - PROGRESS: at 95.68% examples, 174651 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:12,587 : INFO : EPOCH 8 - PROGRESS: at 95.76% examples, 174640 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:13,619 : INFO : EPOCH 8 - PROGRESS: at 95.85% examples, 174647 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:14,673 : INFO : EPOCH 8 - PROGRESS: at 95.95% examples, 174644 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:44:15,685 : INFO : EPOCH 8 - PROGRESS: at 96.04% examples, 174650 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:44:16,731 : INFO : EPOCH 8 - PROGRESS: at 96.16% examples, 174650 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:17,791 : INFO : EPOCH 8 - PROGRESS: at 96.24% examples, 174647 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:18,797 : INFO : EPOCH 8 - PROGRESS: at 96.34% examples, 174649 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:19,797 : INFO : EPOCH 8 - PROGRESS: at 96.42% examples, 174655 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:20,836 : INFO : EPOCH 8 - PROGRESS: at 96.52% examples, 174644 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:21,903 : INFO : EPOCH 8 - PROGRESS: at 96.61% examples, 174641 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:22,913 : INFO : EPOCH 8 - PROGRESS: at 96.71% examples, 174642 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:44:24,013 : INFO : EPOCH 8 - PROGRESS: at 96.81% examples, 174642 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:25,022 : INFO : EPOCH 8 - PROGRESS: at 96.90% examples, 174651 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:26,028 : INFO : EPOCH 8 - PROGRESS: at 96.99% examples, 174646 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:27,028 : INFO : EPOCH 8 - PROGRESS: at 97.07% examples, 174641 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:28,083 : INFO : EPOCH 8 - PROGRESS: at 97.17% examples, 174648 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:29,117 : INFO : EPOCH 8 - PROGRESS: at 97.27% examples, 174652 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:30,139 : INFO : EPOCH 8 - PROGRESS: at 97.37% examples, 174655 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:31,165 : INFO : EPOCH 8 - PROGRESS: at 97.47% examples, 174649 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:32,196 : INFO : EPOCH 8 - PROGRESS: at 97.57% examples, 174652 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:33,198 : INFO : EPOCH 8 - PROGRESS: at 97.70% examples, 174661 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:34,204 : INFO : EPOCH 8 - PROGRESS: at 97.81% examples, 174662 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:35,210 : INFO : EPOCH 8 - PROGRESS: at 97.90% examples, 174657 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:36,242 : INFO : EPOCH 8 - PROGRESS: at 98.00% examples, 174660 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:37,285 : INFO : EPOCH 8 - PROGRESS: at 98.11% examples, 174660 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:38,355 : INFO : EPOCH 8 - PROGRESS: at 98.21% examples, 174657 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:44:39,372 : INFO : EPOCH 8 - PROGRESS: at 98.29% examples, 174668 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:40,388 : INFO : EPOCH 8 - PROGRESS: at 98.38% examples, 174670 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:41,414 : INFO : EPOCH 8 - PROGRESS: at 98.48% examples, 174667 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:42,415 : INFO : EPOCH 8 - PROGRESS: at 98.58% examples, 174665 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:43,455 : INFO : EPOCH 8 - PROGRESS: at 98.67% examples, 174662 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:44,494 : INFO : EPOCH 8 - PROGRESS: at 98.76% examples, 174667 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:45,510 : INFO : EPOCH 8 - PROGRESS: at 98.86% examples, 174672 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:46,537 : INFO : EPOCH 8 - PROGRESS: at 98.95% examples, 174672 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:47,540 : INFO : EPOCH 8 - PROGRESS: at 99.07% examples, 174681 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:48,598 : INFO : EPOCH 8 - PROGRESS: at 99.16% examples, 174674 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:44:49,606 : INFO : EPOCH 8 - PROGRESS: at 99.25% examples, 174678 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:44:50,641 : INFO : EPOCH 8 - PROGRESS: at 99.36% examples, 174686 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:51,651 : INFO : EPOCH 8 - PROGRESS: at 99.44% examples, 174678 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:52,677 : INFO : EPOCH 8 - PROGRESS: at 99.52% examples, 174672 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:44:53,700 : INFO : EPOCH 8 - PROGRESS: at 99.62% examples, 174678 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:54,722 : INFO : EPOCH 8 - PROGRESS: at 99.72% examples, 174682 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:55,729 : INFO : EPOCH 8 - PROGRESS: at 99.81% examples, 174674 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:56,781 : INFO : EPOCH 8 - PROGRESS: at 99.90% examples, 174673 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:57,799 : INFO : EPOCH 8 - PROGRESS: at 99.99% examples, 174674 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:44:57,938 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 20:44:57,989 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 20:44:57,993 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 20:44:58,009 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 20:44:58,010 : INFO : EPOCH - 8 : training on 247361374 raw words (187344462 effective words) took 1072.5s, 174683 effective words/s
2020-07-16 20:44:59,040 : INFO : EPOCH 9 - PROGRESS: at 0.10% examples, 161155 words/s, in_qsize 8, out_qsize 2
2020-07-16 20:45:00,078 : INFO : EPOCH 9 - PROGRESS: at 0.18% examples, 169026 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:01,157 : INFO : EPOCH 9 - PROGRESS: at 0.29% examples, 168610 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:02,162 : INFO : EPOCH 9 - PROGRESS: at 0.38% examples, 171977 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:03,173 : INFO : EPOCH 9 - PROGRESS: at 0.47% examples, 171556 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:04,236 : INFO : EPOCH 9 - PROGRESS: at 0.58% examples, 172907 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:05,254 : INFO : EPOCH 9 - PROGRESS: at 0.69% examples, 174230 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:06,308 : INFO : EPOCH 9 - PROGRESS: at 0.80% examples, 173584 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:45:07,344 : INFO : EPOCH 9 - PROGRESS: at 0.90% examples, 173876 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:08,367 : INFO : EPOCH 9 - PROGRESS: at 1.00% examples, 173925 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:09,374 : INFO : EPOCH 9 - PROGRESS: at 1.09% examples, 174816 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:10,383 : INFO : EPOCH 9 - PROGRESS: at 1.18% examples, 174800 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:45:11,395 : INFO : EPOCH 9 - PROGRESS: at 1.27% examples, 174819 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:12,410 : INFO : EPOCH 9 - PROGRESS: at 1.37% examples, 174163 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:13,446 : INFO : EPOCH 9 - PROGRESS: at 1.47% examples, 174730 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:14,480 : INFO : EPOCH 9 - PROGRESS: at 1.56% examples, 174377 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:15,512 : INFO : EPOCH 9 - PROGRESS: at 1.65% examples, 174645 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:16,533 : INFO : EPOCH 9 - PROGRESS: at 1.74% examples, 174695 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:17,539 : INFO : EPOCH 9 - PROGRESS: at 1.84% examples, 174681 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:18,553 : INFO : EPOCH 9 - PROGRESS: at 1.94% examples, 174671 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:19,560 : INFO : EPOCH 9 - PROGRESS: at 2.04% examples, 174658 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:20,581 : INFO : EPOCH 9 - PROGRESS: at 2.13% examples, 174661 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:21,589 : INFO : EPOCH 9 - PROGRESS: at 2.24% examples, 174991 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:22,674 : INFO : EPOCH 9 - PROGRESS: at 2.34% examples, 174616 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:23,711 : INFO : EPOCH 9 - PROGRESS: at 2.43% examples, 174793 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:45:24,740 : INFO : EPOCH 9 - PROGRESS: at 2.54% examples, 174949 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:25,773 : INFO : EPOCH 9 - PROGRESS: at 2.62% examples, 174718 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:26,836 : INFO : EPOCH 9 - PROGRESS: at 2.70% examples, 174722 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:27,860 : INFO : EPOCH 9 - PROGRESS: at 2.79% examples, 174981 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:28,961 : INFO : EPOCH 9 - PROGRESS: at 2.87% examples, 174694 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:30,002 : INFO : EPOCH 9 - PROGRESS: at 2.96% examples, 174920 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:31,015 : INFO : EPOCH 9 - PROGRESS: at 3.05% examples, 174829 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:32,028 : INFO : EPOCH 9 - PROGRESS: at 3.15% examples, 174622 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:33,055 : INFO : EPOCH 9 - PROGRESS: at 3.25% examples, 174837 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:34,153 : INFO : EPOCH 9 - PROGRESS: at 3.36% examples, 174790 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:35,155 : INFO : EPOCH 9 - PROGRESS: at 3.47% examples, 174836 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:36,161 : INFO : EPOCH 9 - PROGRESS: at 3.55% examples, 174860 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:37,229 : INFO : EPOCH 9 - PROGRESS: at 3.65% examples, 174658 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:38,281 : INFO : EPOCH 9 - PROGRESS: at 3.76% examples, 174742 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:39,282 : INFO : EPOCH 9 - PROGRESS: at 3.84% examples, 174751 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:40,321 : INFO : EPOCH 9 - PROGRESS: at 3.95% examples, 174628 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:41,354 : INFO : EPOCH 9 - PROGRESS: at 4.05% examples, 174706 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:42,402 : INFO : EPOCH 9 - PROGRESS: at 4.15% examples, 174711 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:43,435 : INFO : EPOCH 9 - PROGRESS: at 4.25% examples, 174735 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:44,450 : INFO : EPOCH 9 - PROGRESS: at 4.34% examples, 174705 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:45,454 : INFO : EPOCH 9 - PROGRESS: at 4.43% examples, 174755 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:46,474 : INFO : EPOCH 9 - PROGRESS: at 4.54% examples, 174800 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:47,523 : INFO : EPOCH 9 - PROGRESS: at 4.62% examples, 174975 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:48,538 : INFO : EPOCH 9 - PROGRESS: at 4.73% examples, 174876 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:49,554 : INFO : EPOCH 9 - PROGRESS: at 4.83% examples, 174959 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:50,555 : INFO : EPOCH 9 - PROGRESS: at 4.93% examples, 174986 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:51,607 : INFO : EPOCH 9 - PROGRESS: at 5.03% examples, 174733 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:52,645 : INFO : EPOCH 9 - PROGRESS: at 5.14% examples, 174763 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:53,698 : INFO : EPOCH 9 - PROGRESS: at 5.23% examples, 174571 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:54,719 : INFO : EPOCH 9 - PROGRESS: at 5.32% examples, 174724 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:55,721 : INFO : EPOCH 9 - PROGRESS: at 5.42% examples, 174672 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:56,728 : INFO : EPOCH 9 - PROGRESS: at 5.52% examples, 174810 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:57,741 : INFO : EPOCH 9 - PROGRESS: at 5.61% examples, 174632 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:58,759 : INFO : EPOCH 9 - PROGRESS: at 5.70% examples, 174725 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:45:59,853 : INFO : EPOCH 9 - PROGRESS: at 5.79% examples, 174626 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:46:00,864 : INFO : EPOCH 9 - PROGRESS: at 5.89% examples, 174781 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:01,873 : INFO : EPOCH 9 - PROGRESS: at 6.00% examples, 174802 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:02,890 : INFO : EPOCH 9 - PROGRESS: at 6.09% examples, 174759 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:03,923 : INFO : EPOCH 9 - PROGRESS: at 6.18% examples, 174715 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:04,953 : INFO : EPOCH 9 - PROGRESS: at 6.28% examples, 174742 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:46:05,955 : INFO : EPOCH 9 - PROGRESS: at 6.38% examples, 174840 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:06,970 : INFO : EPOCH 9 - PROGRESS: at 6.48% examples, 174862 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:08,002 : INFO : EPOCH 9 - PROGRESS: at 6.56% examples, 174895 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:09,057 : INFO : EPOCH 9 - PROGRESS: at 6.66% examples, 174893 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:10,093 : INFO : EPOCH 9 - PROGRESS: at 6.74% examples, 174872 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:11,176 : INFO : EPOCH 9 - PROGRESS: at 6.85% examples, 174806 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:12,242 : INFO : EPOCH 9 - PROGRESS: at 6.93% examples, 174781 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:13,283 : INFO : EPOCH 9 - PROGRESS: at 7.04% examples, 174744 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:14,293 : INFO : EPOCH 9 - PROGRESS: at 7.12% examples, 174846 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:15,359 : INFO : EPOCH 9 - PROGRESS: at 7.22% examples, 174744 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:16,360 : INFO : EPOCH 9 - PROGRESS: at 7.31% examples, 174832 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:17,368 : INFO : EPOCH 9 - PROGRESS: at 7.40% examples, 174805 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:18,402 : INFO : EPOCH 9 - PROGRESS: at 7.51% examples, 174878 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:19,408 : INFO : EPOCH 9 - PROGRESS: at 7.60% examples, 174851 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:20,440 : INFO : EPOCH 9 - PROGRESS: at 7.69% examples, 174766 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:21,566 : INFO : EPOCH 9 - PROGRESS: at 7.78% examples, 174665 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:22,615 : INFO : EPOCH 9 - PROGRESS: at 7.88% examples, 174714 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:23,625 : INFO : EPOCH 9 - PROGRESS: at 7.97% examples, 174684 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:24,687 : INFO : EPOCH 9 - PROGRESS: at 8.07% examples, 174629 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:25,743 : INFO : EPOCH 9 - PROGRESS: at 8.16% examples, 174620 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:26,811 : INFO : EPOCH 9 - PROGRESS: at 8.26% examples, 174622 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:46:27,818 : INFO : EPOCH 9 - PROGRESS: at 8.36% examples, 174671 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:28,859 : INFO : EPOCH 9 - PROGRESS: at 8.44% examples, 174534 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:29,870 : INFO : EPOCH 9 - PROGRESS: at 8.54% examples, 174645 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:30,883 : INFO : EPOCH 9 - PROGRESS: at 8.65% examples, 174649 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:31,886 : INFO : EPOCH 9 - PROGRESS: at 8.76% examples, 174707 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:32,942 : INFO : EPOCH 9 - PROGRESS: at 8.87% examples, 174700 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:33,954 : INFO : EPOCH 9 - PROGRESS: at 8.96% examples, 174758 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:34,990 : INFO : EPOCH 9 - PROGRESS: at 9.04% examples, 174672 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:36,026 : INFO : EPOCH 9 - PROGRESS: at 9.12% examples, 174636 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:37,030 : INFO : EPOCH 9 - PROGRESS: at 9.23% examples, 174662 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:38,104 : INFO : EPOCH 9 - PROGRESS: at 9.31% examples, 174622 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:39,122 : INFO : EPOCH 9 - PROGRESS: at 9.41% examples, 174616 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:40,127 : INFO : EPOCH 9 - PROGRESS: at 9.52% examples, 174722 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:41,133 : INFO : EPOCH 9 - PROGRESS: at 9.61% examples, 174657 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:42,177 : INFO : EPOCH 9 - PROGRESS: at 9.70% examples, 174681 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:43,208 : INFO : EPOCH 9 - PROGRESS: at 9.79% examples, 174670 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:44,250 : INFO : EPOCH 9 - PROGRESS: at 9.89% examples, 174640 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:45,307 : INFO : EPOCH 9 - PROGRESS: at 9.99% examples, 174656 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:46,308 : INFO : EPOCH 9 - PROGRESS: at 10.07% examples, 174630 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:46:47,309 : INFO : EPOCH 9 - PROGRESS: at 10.18% examples, 174667 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:48,332 : INFO : EPOCH 9 - PROGRESS: at 10.24% examples, 174709 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:49,390 : INFO : EPOCH 9 - PROGRESS: at 10.33% examples, 174691 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:50,407 : INFO : EPOCH 9 - PROGRESS: at 10.43% examples, 174725 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:51,416 : INFO : EPOCH 9 - PROGRESS: at 10.53% examples, 174682 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:52,440 : INFO : EPOCH 9 - PROGRESS: at 10.65% examples, 174692 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:46:53,444 : INFO : EPOCH 9 - PROGRESS: at 10.76% examples, 174701 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:54,510 : INFO : EPOCH 9 - PROGRESS: at 10.84% examples, 174642 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:55,541 : INFO : EPOCH 9 - PROGRESS: at 10.92% examples, 174627 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:56,639 : INFO : EPOCH 9 - PROGRESS: at 11.04% examples, 174640 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:57,647 : INFO : EPOCH 9 - PROGRESS: at 11.14% examples, 174659 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:58,653 : INFO : EPOCH 9 - PROGRESS: at 11.24% examples, 174683 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:46:59,674 : INFO : EPOCH 9 - PROGRESS: at 11.31% examples, 174668 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:00,699 : INFO : EPOCH 9 - PROGRESS: at 11.41% examples, 174701 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:01,704 : INFO : EPOCH 9 - PROGRESS: at 11.50% examples, 174709 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:02,725 : INFO : EPOCH 9 - PROGRESS: at 11.61% examples, 174767 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:03,748 : INFO : EPOCH 9 - PROGRESS: at 11.71% examples, 174747 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:04,818 : INFO : EPOCH 9 - PROGRESS: at 11.80% examples, 174755 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:05,842 : INFO : EPOCH 9 - PROGRESS: at 11.90% examples, 174769 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:06,913 : INFO : EPOCH 9 - PROGRESS: at 11.99% examples, 174771 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:07,939 : INFO : EPOCH 9 - PROGRESS: at 12.08% examples, 174766 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:47:08,977 : INFO : EPOCH 9 - PROGRESS: at 12.19% examples, 174849 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:10,006 : INFO : EPOCH 9 - PROGRESS: at 12.28% examples, 174816 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:11,013 : INFO : EPOCH 9 - PROGRESS: at 12.38% examples, 174841 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:12,019 : INFO : EPOCH 9 - PROGRESS: at 12.48% examples, 174882 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:13,027 : INFO : EPOCH 9 - PROGRESS: at 12.56% examples, 174860 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:14,031 : INFO : EPOCH 9 - PROGRESS: at 12.64% examples, 174857 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:15,053 : INFO : EPOCH 9 - PROGRESS: at 12.74% examples, 174897 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:16,062 : INFO : EPOCH 9 - PROGRESS: at 12.83% examples, 174889 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:17,067 : INFO : EPOCH 9 - PROGRESS: at 12.93% examples, 174881 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:18,085 : INFO : EPOCH 9 - PROGRESS: at 13.01% examples, 174838 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:19,128 : INFO : EPOCH 9 - PROGRESS: at 13.10% examples, 174775 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:20,170 : INFO : EPOCH 9 - PROGRESS: at 13.19% examples, 174735 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:21,173 : INFO : EPOCH 9 - PROGRESS: at 13.28% examples, 174701 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:47:22,207 : INFO : EPOCH 9 - PROGRESS: at 13.36% examples, 174461 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:23,295 : INFO : EPOCH 9 - PROGRESS: at 13.44% examples, 174251 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:24,312 : INFO : EPOCH 9 - PROGRESS: at 13.54% examples, 174265 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:25,369 : INFO : EPOCH 9 - PROGRESS: at 13.63% examples, 174205 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:26,374 : INFO : EPOCH 9 - PROGRESS: at 13.72% examples, 174200 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:27,393 : INFO : EPOCH 9 - PROGRESS: at 13.81% examples, 174217 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:28,442 : INFO : EPOCH 9 - PROGRESS: at 13.90% examples, 174201 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:29,474 : INFO : EPOCH 9 - PROGRESS: at 14.00% examples, 174183 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:47:30,572 : INFO : EPOCH 9 - PROGRESS: at 14.11% examples, 174200 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:31,593 : INFO : EPOCH 9 - PROGRESS: at 14.22% examples, 174214 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:32,643 : INFO : EPOCH 9 - PROGRESS: at 14.32% examples, 174234 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:33,652 : INFO : EPOCH 9 - PROGRESS: at 14.43% examples, 174217 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:34,697 : INFO : EPOCH 9 - PROGRESS: at 14.52% examples, 174243 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:35,731 : INFO : EPOCH 9 - PROGRESS: at 14.63% examples, 174277 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:36,756 : INFO : EPOCH 9 - PROGRESS: at 14.71% examples, 174224 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:37,792 : INFO : EPOCH 9 - PROGRESS: at 14.80% examples, 174226 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:38,842 : INFO : EPOCH 9 - PROGRESS: at 14.89% examples, 174252 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:39,873 : INFO : EPOCH 9 - PROGRESS: at 15.00% examples, 174293 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:40,898 : INFO : EPOCH 9 - PROGRESS: at 15.09% examples, 174326 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:41,967 : INFO : EPOCH 9 - PROGRESS: at 15.18% examples, 174269 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:42,980 : INFO : EPOCH 9 - PROGRESS: at 15.28% examples, 174283 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:44,015 : INFO : EPOCH 9 - PROGRESS: at 15.38% examples, 174301 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:45,015 : INFO : EPOCH 9 - PROGRESS: at 15.48% examples, 174275 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:46,072 : INFO : EPOCH 9 - PROGRESS: at 15.58% examples, 174266 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:47:47,092 : INFO : EPOCH 9 - PROGRESS: at 15.69% examples, 174347 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:48,136 : INFO : EPOCH 9 - PROGRESS: at 15.79% examples, 174302 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:47:49,249 : INFO : EPOCH 9 - PROGRESS: at 15.90% examples, 174319 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:50,251 : INFO : EPOCH 9 - PROGRESS: at 16.01% examples, 174398 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:51,288 : INFO : EPOCH 9 - PROGRESS: at 16.10% examples, 174352 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:52,305 : INFO : EPOCH 9 - PROGRESS: at 16.20% examples, 174414 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:53,309 : INFO : EPOCH 9 - PROGRESS: at 16.30% examples, 174420 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:54,406 : INFO : EPOCH 9 - PROGRESS: at 16.41% examples, 174383 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:47:55,467 : INFO : EPOCH 9 - PROGRESS: at 16.53% examples, 174416 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:56,536 : INFO : EPOCH 9 - PROGRESS: at 16.62% examples, 174357 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:57,573 : INFO : EPOCH 9 - PROGRESS: at 16.72% examples, 174365 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:58,578 : INFO : EPOCH 9 - PROGRESS: at 16.82% examples, 174398 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:47:59,644 : INFO : EPOCH 9 - PROGRESS: at 16.91% examples, 174427 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:00,743 : INFO : EPOCH 9 - PROGRESS: at 17.00% examples, 174379 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:01,750 : INFO : EPOCH 9 - PROGRESS: at 17.09% examples, 174457 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:02,789 : INFO : EPOCH 9 - PROGRESS: at 17.18% examples, 174383 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:03,806 : INFO : EPOCH 9 - PROGRESS: at 17.27% examples, 174391 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:04,823 : INFO : EPOCH 9 - PROGRESS: at 17.37% examples, 174368 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:05,827 : INFO : EPOCH 9 - PROGRESS: at 17.46% examples, 174395 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:06,858 : INFO : EPOCH 9 - PROGRESS: at 17.56% examples, 174372 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:07,912 : INFO : EPOCH 9 - PROGRESS: at 17.63% examples, 174345 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:08,978 : INFO : EPOCH 9 - PROGRESS: at 17.75% examples, 174341 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:09,985 : INFO : EPOCH 9 - PROGRESS: at 17.84% examples, 174341 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:10,987 : INFO : EPOCH 9 - PROGRESS: at 17.94% examples, 174389 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:11,997 : INFO : EPOCH 9 - PROGRESS: at 18.03% examples, 174363 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:48:13,002 : INFO : EPOCH 9 - PROGRESS: at 18.13% examples, 174384 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:14,057 : INFO : EPOCH 9 - PROGRESS: at 18.20% examples, 174364 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:15,109 : INFO : EPOCH 9 - PROGRESS: at 18.29% examples, 174402 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:16,181 : INFO : EPOCH 9 - PROGRESS: at 18.39% examples, 174396 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:48:17,208 : INFO : EPOCH 9 - PROGRESS: at 18.49% examples, 174455 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:18,212 : INFO : EPOCH 9 - PROGRESS: at 18.58% examples, 174453 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:19,218 : INFO : EPOCH 9 - PROGRESS: at 18.68% examples, 174461 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:20,221 : INFO : EPOCH 9 - PROGRESS: at 18.78% examples, 174488 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:21,229 : INFO : EPOCH 9 - PROGRESS: at 18.85% examples, 174496 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:22,276 : INFO : EPOCH 9 - PROGRESS: at 18.96% examples, 174506 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:23,289 : INFO : EPOCH 9 - PROGRESS: at 19.06% examples, 174520 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:24,350 : INFO : EPOCH 9 - PROGRESS: at 19.16% examples, 174512 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:25,378 : INFO : EPOCH 9 - PROGRESS: at 19.26% examples, 174508 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:26,401 : INFO : EPOCH 9 - PROGRESS: at 19.35% examples, 174485 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:27,408 : INFO : EPOCH 9 - PROGRESS: at 19.45% examples, 174501 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:28,469 : INFO : EPOCH 9 - PROGRESS: at 19.55% examples, 174468 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:48:29,495 : INFO : EPOCH 9 - PROGRESS: at 19.65% examples, 174513 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:30,580 : INFO : EPOCH 9 - PROGRESS: at 19.75% examples, 174511 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:48:31,650 : INFO : EPOCH 9 - PROGRESS: at 19.85% examples, 174518 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:32,684 : INFO : EPOCH 9 - PROGRESS: at 19.96% examples, 174542 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:33,690 : INFO : EPOCH 9 - PROGRESS: at 20.07% examples, 174510 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:34,704 : INFO : EPOCH 9 - PROGRESS: at 20.18% examples, 174520 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:35,742 : INFO : EPOCH 9 - PROGRESS: at 20.28% examples, 174509 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:36,789 : INFO : EPOCH 9 - PROGRESS: at 20.36% examples, 174539 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:37,896 : INFO : EPOCH 9 - PROGRESS: at 20.47% examples, 174531 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:38,913 : INFO : EPOCH 9 - PROGRESS: at 20.58% examples, 174555 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:39,921 : INFO : EPOCH 9 - PROGRESS: at 20.68% examples, 174571 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:40,927 : INFO : EPOCH 9 - PROGRESS: at 20.78% examples, 174577 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:41,949 : INFO : EPOCH 9 - PROGRESS: at 20.87% examples, 174561 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:42,974 : INFO : EPOCH 9 - PROGRESS: at 20.97% examples, 174543 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:44,022 : INFO : EPOCH 9 - PROGRESS: at 21.07% examples, 174567 words/s, in_qsize 6, out_qsize 2
2020-07-16 20:48:45,090 : INFO : EPOCH 9 - PROGRESS: at 21.17% examples, 174575 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:46,118 : INFO : EPOCH 9 - PROGRESS: at 21.27% examples, 174594 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:47,204 : INFO : EPOCH 9 - PROGRESS: at 21.36% examples, 174594 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:48,212 : INFO : EPOCH 9 - PROGRESS: at 21.46% examples, 174640 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:49,233 : INFO : EPOCH 9 - PROGRESS: at 21.57% examples, 174650 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:50,263 : INFO : EPOCH 9 - PROGRESS: at 21.67% examples, 174636 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:51,266 : INFO : EPOCH 9 - PROGRESS: at 21.76% examples, 174637 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:52,279 : INFO : EPOCH 9 - PROGRESS: at 21.88% examples, 174669 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:53,286 : INFO : EPOCH 9 - PROGRESS: at 21.97% examples, 174672 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:54,297 : INFO : EPOCH 9 - PROGRESS: at 22.06% examples, 174678 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:55,316 : INFO : EPOCH 9 - PROGRESS: at 22.15% examples, 174672 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:56,386 : INFO : EPOCH 9 - PROGRESS: at 22.24% examples, 174665 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:57,424 : INFO : EPOCH 9 - PROGRESS: at 22.34% examples, 174678 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:58,433 : INFO : EPOCH 9 - PROGRESS: at 22.43% examples, 174684 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:48:59,452 : INFO : EPOCH 9 - PROGRESS: at 22.52% examples, 174673 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:00,485 : INFO : EPOCH 9 - PROGRESS: at 22.61% examples, 174694 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:01,496 : INFO : EPOCH 9 - PROGRESS: at 22.69% examples, 174694 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:02,499 : INFO : EPOCH 9 - PROGRESS: at 22.79% examples, 174688 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:03,573 : INFO : EPOCH 9 - PROGRESS: at 22.89% examples, 174702 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:04,621 : INFO : EPOCH 9 - PROGRESS: at 22.99% examples, 174716 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:05,630 : INFO : EPOCH 9 - PROGRESS: at 23.09% examples, 174717 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:06,638 : INFO : EPOCH 9 - PROGRESS: at 23.20% examples, 174760 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:07,653 : INFO : EPOCH 9 - PROGRESS: at 23.29% examples, 174749 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:08,666 : INFO : EPOCH 9 - PROGRESS: at 23.38% examples, 174713 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:09,691 : INFO : EPOCH 9 - PROGRESS: at 23.46% examples, 174720 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:49:10,720 : INFO : EPOCH 9 - PROGRESS: at 23.57% examples, 174726 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:49:11,729 : INFO : EPOCH 9 - PROGRESS: at 23.67% examples, 174721 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:12,741 : INFO : EPOCH 9 - PROGRESS: at 23.76% examples, 174703 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:13,760 : INFO : EPOCH 9 - PROGRESS: at 23.84% examples, 174726 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:14,765 : INFO : EPOCH 9 - PROGRESS: at 23.94% examples, 174726 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:15,782 : INFO : EPOCH 9 - PROGRESS: at 24.03% examples, 174753 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:16,804 : INFO : EPOCH 9 - PROGRESS: at 24.14% examples, 174744 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:17,819 : INFO : EPOCH 9 - PROGRESS: at 24.23% examples, 174782 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:18,854 : INFO : EPOCH 9 - PROGRESS: at 24.34% examples, 174773 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:19,888 : INFO : EPOCH 9 - PROGRESS: at 24.45% examples, 174778 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:20,908 : INFO : EPOCH 9 - PROGRESS: at 24.55% examples, 174756 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:21,956 : INFO : EPOCH 9 - PROGRESS: at 24.66% examples, 174779 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:22,958 : INFO : EPOCH 9 - PROGRESS: at 24.74% examples, 174812 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:24,053 : INFO : EPOCH 9 - PROGRESS: at 24.85% examples, 174752 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:25,078 : INFO : EPOCH 9 - PROGRESS: at 24.96% examples, 174799 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:26,105 : INFO : EPOCH 9 - PROGRESS: at 25.06% examples, 174796 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:27,152 : INFO : EPOCH 9 - PROGRESS: at 25.16% examples, 174791 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:28,221 : INFO : EPOCH 9 - PROGRESS: at 25.27% examples, 174791 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:29,221 : INFO : EPOCH 9 - PROGRESS: at 25.37% examples, 174810 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:30,271 : INFO : EPOCH 9 - PROGRESS: at 25.45% examples, 174819 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:31,292 : INFO : EPOCH 9 - PROGRESS: at 25.55% examples, 174805 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:32,292 : INFO : EPOCH 9 - PROGRESS: at 25.65% examples, 174846 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:33,326 : INFO : EPOCH 9 - PROGRESS: at 25.74% examples, 174833 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:34,395 : INFO : EPOCH 9 - PROGRESS: at 25.85% examples, 174794 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:49:35,450 : INFO : EPOCH 9 - PROGRESS: at 25.95% examples, 174813 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:36,476 : INFO : EPOCH 9 - PROGRESS: at 26.05% examples, 174808 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:49:37,483 : INFO : EPOCH 9 - PROGRESS: at 26.14% examples, 174826 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:38,528 : INFO : EPOCH 9 - PROGRESS: at 26.25% examples, 174840 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:39,590 : INFO : EPOCH 9 - PROGRESS: at 26.35% examples, 174815 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:40,608 : INFO : EPOCH 9 - PROGRESS: at 26.45% examples, 174818 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:41,625 : INFO : EPOCH 9 - PROGRESS: at 26.56% examples, 174838 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:42,701 : INFO : EPOCH 9 - PROGRESS: at 26.67% examples, 174832 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:43,709 : INFO : EPOCH 9 - PROGRESS: at 26.76% examples, 174828 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:44,751 : INFO : EPOCH 9 - PROGRESS: at 26.85% examples, 174852 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:45,762 : INFO : EPOCH 9 - PROGRESS: at 26.95% examples, 174856 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:46,787 : INFO : EPOCH 9 - PROGRESS: at 27.05% examples, 174840 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:47,832 : INFO : EPOCH 9 - PROGRESS: at 27.17% examples, 174887 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:48,879 : INFO : EPOCH 9 - PROGRESS: at 27.27% examples, 174874 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:49,957 : INFO : EPOCH 9 - PROGRESS: at 27.36% examples, 174891 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:50,960 : INFO : EPOCH 9 - PROGRESS: at 27.45% examples, 174917 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:51,976 : INFO : EPOCH 9 - PROGRESS: at 27.54% examples, 174874 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:49:52,977 : INFO : EPOCH 9 - PROGRESS: at 27.66% examples, 174911 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:54,055 : INFO : EPOCH 9 - PROGRESS: at 27.76% examples, 174894 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:55,098 : INFO : EPOCH 9 - PROGRESS: at 27.84% examples, 174890 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:56,136 : INFO : EPOCH 9 - PROGRESS: at 27.94% examples, 174893 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:57,149 : INFO : EPOCH 9 - PROGRESS: at 28.02% examples, 174878 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:58,202 : INFO : EPOCH 9 - PROGRESS: at 28.11% examples, 174902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:49:59,210 : INFO : EPOCH 9 - PROGRESS: at 28.20% examples, 174889 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:50:00,265 : INFO : EPOCH 9 - PROGRESS: at 28.32% examples, 174901 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:01,281 : INFO : EPOCH 9 - PROGRESS: at 28.41% examples, 174913 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:02,314 : INFO : EPOCH 9 - PROGRESS: at 28.52% examples, 174928 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:03,365 : INFO : EPOCH 9 - PROGRESS: at 28.60% examples, 174902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:04,396 : INFO : EPOCH 9 - PROGRESS: at 28.70% examples, 174910 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:05,401 : INFO : EPOCH 9 - PROGRESS: at 28.80% examples, 174934 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:06,415 : INFO : EPOCH 9 - PROGRESS: at 28.88% examples, 174916 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:07,444 : INFO : EPOCH 9 - PROGRESS: at 28.98% examples, 174925 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:08,445 : INFO : EPOCH 9 - PROGRESS: at 29.06% examples, 174920 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:09,464 : INFO : EPOCH 9 - PROGRESS: at 29.16% examples, 174952 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:10,510 : INFO : EPOCH 9 - PROGRESS: at 29.25% examples, 174923 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:11,524 : INFO : EPOCH 9 - PROGRESS: at 29.35% examples, 174959 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:12,526 : INFO : EPOCH 9 - PROGRESS: at 29.43% examples, 174954 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:13,592 : INFO : EPOCH 9 - PROGRESS: at 29.53% examples, 174962 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:14,625 : INFO : EPOCH 9 - PROGRESS: at 29.63% examples, 174940 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:50:15,638 : INFO : EPOCH 9 - PROGRESS: at 29.73% examples, 174946 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:16,661 : INFO : EPOCH 9 - PROGRESS: at 29.82% examples, 174942 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:50:17,675 : INFO : EPOCH 9 - PROGRESS: at 29.90% examples, 174939 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:18,736 : INFO : EPOCH 9 - PROGRESS: at 30.00% examples, 174922 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:19,733 : INFO : EPOCH 9 - PROGRESS: at 30.08% examples, 174937 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:20,756 : INFO : EPOCH 9 - PROGRESS: at 30.19% examples, 174953 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:21,799 : INFO : EPOCH 9 - PROGRESS: at 30.27% examples, 174949 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:22,825 : INFO : EPOCH 9 - PROGRESS: at 30.36% examples, 174943 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:23,853 : INFO : EPOCH 9 - PROGRESS: at 30.46% examples, 174918 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:24,854 : INFO : EPOCH 9 - PROGRESS: at 30.55% examples, 174931 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:25,855 : INFO : EPOCH 9 - PROGRESS: at 30.65% examples, 174927 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:26,892 : INFO : EPOCH 9 - PROGRESS: at 30.74% examples, 174931 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:27,908 : INFO : EPOCH 9 - PROGRESS: at 30.84% examples, 174906 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:28,948 : INFO : EPOCH 9 - PROGRESS: at 30.95% examples, 174931 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:29,958 : INFO : EPOCH 9 - PROGRESS: at 31.03% examples, 174906 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:30,962 : INFO : EPOCH 9 - PROGRESS: at 31.13% examples, 174918 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:32,022 : INFO : EPOCH 9 - PROGRESS: at 31.25% examples, 174888 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:33,046 : INFO : EPOCH 9 - PROGRESS: at 31.36% examples, 174888 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:34,069 : INFO : EPOCH 9 - PROGRESS: at 31.45% examples, 174894 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:35,076 : INFO : EPOCH 9 - PROGRESS: at 31.54% examples, 174872 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:36,079 : INFO : EPOCH 9 - PROGRESS: at 31.65% examples, 174880 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:37,084 : INFO : EPOCH 9 - PROGRESS: at 31.74% examples, 174869 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:38,121 : INFO : EPOCH 9 - PROGRESS: at 31.84% examples, 174868 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:50:39,143 : INFO : EPOCH 9 - PROGRESS: at 31.91% examples, 174854 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:40,229 : INFO : EPOCH 9 - PROGRESS: at 32.01% examples, 174871 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:41,256 : INFO : EPOCH 9 - PROGRESS: at 32.11% examples, 174861 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:42,283 : INFO : EPOCH 9 - PROGRESS: at 32.21% examples, 174887 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:43,322 : INFO : EPOCH 9 - PROGRESS: at 32.29% examples, 174884 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:44,352 : INFO : EPOCH 9 - PROGRESS: at 32.40% examples, 174890 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:45,370 : INFO : EPOCH 9 - PROGRESS: at 32.49% examples, 174882 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:46,378 : INFO : EPOCH 9 - PROGRESS: at 32.59% examples, 174912 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:47,421 : INFO : EPOCH 9 - PROGRESS: at 32.67% examples, 174873 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:50:48,430 : INFO : EPOCH 9 - PROGRESS: at 32.76% examples, 174868 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:49,432 : INFO : EPOCH 9 - PROGRESS: at 32.85% examples, 174895 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:50,474 : INFO : EPOCH 9 - PROGRESS: at 32.94% examples, 174883 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:51,565 : INFO : EPOCH 9 - PROGRESS: at 33.04% examples, 174864 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:52,609 : INFO : EPOCH 9 - PROGRESS: at 33.14% examples, 174874 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:53,612 : INFO : EPOCH 9 - PROGRESS: at 33.23% examples, 174873 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:54,630 : INFO : EPOCH 9 - PROGRESS: at 33.32% examples, 174858 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:55,649 : INFO : EPOCH 9 - PROGRESS: at 33.42% examples, 174872 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:50:56,657 : INFO : EPOCH 9 - PROGRESS: at 33.51% examples, 174861 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:57,697 : INFO : EPOCH 9 - PROGRESS: at 33.59% examples, 174879 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:58,704 : INFO : EPOCH 9 - PROGRESS: at 33.70% examples, 174893 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:50:59,731 : INFO : EPOCH 9 - PROGRESS: at 33.79% examples, 174873 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:00,755 : INFO : EPOCH 9 - PROGRESS: at 33.90% examples, 174873 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:01,853 : INFO : EPOCH 9 - PROGRESS: at 33.99% examples, 174861 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:02,924 : INFO : EPOCH 9 - PROGRESS: at 34.09% examples, 174878 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:04,013 : INFO : EPOCH 9 - PROGRESS: at 34.20% examples, 174871 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:05,023 : INFO : EPOCH 9 - PROGRESS: at 34.31% examples, 174878 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:06,028 : INFO : EPOCH 9 - PROGRESS: at 34.42% examples, 174865 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:51:07,072 : INFO : EPOCH 9 - PROGRESS: at 34.51% examples, 174875 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:08,138 : INFO : EPOCH 9 - PROGRESS: at 34.60% examples, 174857 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:09,242 : INFO : EPOCH 9 - PROGRESS: at 34.71% examples, 174873 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:10,259 : INFO : EPOCH 9 - PROGRESS: at 34.79% examples, 174909 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:11,317 : INFO : EPOCH 9 - PROGRESS: at 34.89% examples, 174886 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:51:12,358 : INFO : EPOCH 9 - PROGRESS: at 34.99% examples, 174882 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:13,361 : INFO : EPOCH 9 - PROGRESS: at 35.08% examples, 174908 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:51:14,377 : INFO : EPOCH 9 - PROGRESS: at 35.19% examples, 174922 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:15,429 : INFO : EPOCH 9 - PROGRESS: at 35.29% examples, 174907 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:16,459 : INFO : EPOCH 9 - PROGRESS: at 35.38% examples, 174902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:17,518 : INFO : EPOCH 9 - PROGRESS: at 35.48% examples, 174905 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:18,578 : INFO : EPOCH 9 - PROGRESS: at 35.57% examples, 174897 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:19,585 : INFO : EPOCH 9 - PROGRESS: at 35.65% examples, 174891 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:20,638 : INFO : EPOCH 9 - PROGRESS: at 35.75% examples, 174890 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:21,666 : INFO : EPOCH 9 - PROGRESS: at 35.85% examples, 174895 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:22,690 : INFO : EPOCH 9 - PROGRESS: at 35.96% examples, 174907 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:23,719 : INFO : EPOCH 9 - PROGRESS: at 36.06% examples, 174909 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:51:24,769 : INFO : EPOCH 9 - PROGRESS: at 36.17% examples, 174895 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:25,825 : INFO : EPOCH 9 - PROGRESS: at 36.26% examples, 174900 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:26,866 : INFO : EPOCH 9 - PROGRESS: at 36.36% examples, 174904 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:27,885 : INFO : EPOCH 9 - PROGRESS: at 36.45% examples, 174897 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:28,888 : INFO : EPOCH 9 - PROGRESS: at 36.55% examples, 174912 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:29,904 : INFO : EPOCH 9 - PROGRESS: at 36.66% examples, 174921 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:30,925 : INFO : EPOCH 9 - PROGRESS: at 36.77% examples, 174914 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:31,939 : INFO : EPOCH 9 - PROGRESS: at 36.88% examples, 174916 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:32,972 : INFO : EPOCH 9 - PROGRESS: at 36.99% examples, 174929 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:33,986 : INFO : EPOCH 9 - PROGRESS: at 37.08% examples, 174911 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:35,074 : INFO : EPOCH 9 - PROGRESS: at 37.18% examples, 174906 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:36,108 : INFO : EPOCH 9 - PROGRESS: at 37.27% examples, 174906 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:37,118 : INFO : EPOCH 9 - PROGRESS: at 37.37% examples, 174930 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:38,131 : INFO : EPOCH 9 - PROGRESS: at 37.47% examples, 174934 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:39,158 : INFO : EPOCH 9 - PROGRESS: at 37.56% examples, 174913 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:40,173 : INFO : EPOCH 9 - PROGRESS: at 37.67% examples, 174929 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:41,178 : INFO : EPOCH 9 - PROGRESS: at 37.77% examples, 174930 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:42,189 : INFO : EPOCH 9 - PROGRESS: at 37.86% examples, 174952 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:43,223 : INFO : EPOCH 9 - PROGRESS: at 37.95% examples, 174934 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:44,263 : INFO : EPOCH 9 - PROGRESS: at 38.04% examples, 174951 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:45,338 : INFO : EPOCH 9 - PROGRESS: at 38.14% examples, 174944 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:46,340 : INFO : EPOCH 9 - PROGRESS: at 38.23% examples, 174975 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:47,385 : INFO : EPOCH 9 - PROGRESS: at 38.33% examples, 174952 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:48,403 : INFO : EPOCH 9 - PROGRESS: at 38.44% examples, 174967 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:49,427 : INFO : EPOCH 9 - PROGRESS: at 38.52% examples, 174928 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:51:50,480 : INFO : EPOCH 9 - PROGRESS: at 38.61% examples, 174925 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:51,490 : INFO : EPOCH 9 - PROGRESS: at 38.71% examples, 174909 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:52,577 : INFO : EPOCH 9 - PROGRESS: at 38.80% examples, 174889 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:51:53,609 : INFO : EPOCH 9 - PROGRESS: at 38.87% examples, 174807 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:54,614 : INFO : EPOCH 9 - PROGRESS: at 38.96% examples, 174765 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:55,625 : INFO : EPOCH 9 - PROGRESS: at 39.04% examples, 174714 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:51:56,661 : INFO : EPOCH 9 - PROGRESS: at 39.14% examples, 174711 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:51:57,694 : INFO : EPOCH 9 - PROGRESS: at 39.23% examples, 174727 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:58,719 : INFO : EPOCH 9 - PROGRESS: at 39.33% examples, 174742 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:51:59,732 : INFO : EPOCH 9 - PROGRESS: at 39.43% examples, 174730 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:00,795 : INFO : EPOCH 9 - PROGRESS: at 39.51% examples, 174728 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:01,815 : INFO : EPOCH 9 - PROGRESS: at 39.62% examples, 174738 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:02,832 : INFO : EPOCH 9 - PROGRESS: at 39.71% examples, 174735 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:03,878 : INFO : EPOCH 9 - PROGRESS: at 39.81% examples, 174727 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:52:04,926 : INFO : EPOCH 9 - PROGRESS: at 39.90% examples, 174739 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:05,927 : INFO : EPOCH 9 - PROGRESS: at 40.00% examples, 174743 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:52:06,956 : INFO : EPOCH 9 - PROGRESS: at 40.10% examples, 174747 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:07,956 : INFO : EPOCH 9 - PROGRESS: at 40.21% examples, 174773 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:08,974 : INFO : EPOCH 9 - PROGRESS: at 40.28% examples, 174751 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:09,979 : INFO : EPOCH 9 - PROGRESS: at 40.38% examples, 174758 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:10,984 : INFO : EPOCH 9 - PROGRESS: at 40.47% examples, 174757 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:12,003 : INFO : EPOCH 9 - PROGRESS: at 40.57% examples, 174765 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:13,007 : INFO : EPOCH 9 - PROGRESS: at 40.67% examples, 174766 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:14,028 : INFO : EPOCH 9 - PROGRESS: at 40.77% examples, 174771 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:15,101 : INFO : EPOCH 9 - PROGRESS: at 40.86% examples, 174762 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:16,128 : INFO : EPOCH 9 - PROGRESS: at 40.96% examples, 174787 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:17,142 : INFO : EPOCH 9 - PROGRESS: at 41.06% examples, 174785 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:18,166 : INFO : EPOCH 9 - PROGRESS: at 41.15% examples, 174777 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:52:19,174 : INFO : EPOCH 9 - PROGRESS: at 41.25% examples, 174781 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:20,200 : INFO : EPOCH 9 - PROGRESS: at 41.35% examples, 174774 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:21,201 : INFO : EPOCH 9 - PROGRESS: at 41.41% examples, 174757 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:22,204 : INFO : EPOCH 9 - PROGRESS: at 41.52% examples, 174789 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:23,229 : INFO : EPOCH 9 - PROGRESS: at 41.61% examples, 174786 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:24,257 : INFO : EPOCH 9 - PROGRESS: at 41.72% examples, 174782 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:25,285 : INFO : EPOCH 9 - PROGRESS: at 41.80% examples, 174769 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:26,321 : INFO : EPOCH 9 - PROGRESS: at 41.91% examples, 174764 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:27,327 : INFO : EPOCH 9 - PROGRESS: at 42.02% examples, 174783 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:28,355 : INFO : EPOCH 9 - PROGRESS: at 42.12% examples, 174781 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:29,380 : INFO : EPOCH 9 - PROGRESS: at 42.21% examples, 174774 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:30,388 : INFO : EPOCH 9 - PROGRESS: at 42.31% examples, 174804 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:31,392 : INFO : EPOCH 9 - PROGRESS: at 42.40% examples, 174785 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:32,466 : INFO : EPOCH 9 - PROGRESS: at 42.49% examples, 174777 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:33,536 : INFO : EPOCH 9 - PROGRESS: at 42.60% examples, 174778 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:34,567 : INFO : EPOCH 9 - PROGRESS: at 42.70% examples, 174794 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:35,623 : INFO : EPOCH 9 - PROGRESS: at 42.81% examples, 174784 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:36,679 : INFO : EPOCH 9 - PROGRESS: at 42.90% examples, 174795 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:37,697 : INFO : EPOCH 9 - PROGRESS: at 43.00% examples, 174795 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:38,776 : INFO : EPOCH 9 - PROGRESS: at 43.08% examples, 174796 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:39,795 : INFO : EPOCH 9 - PROGRESS: at 43.17% examples, 174821 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:40,826 : INFO : EPOCH 9 - PROGRESS: at 43.26% examples, 174820 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:41,881 : INFO : EPOCH 9 - PROGRESS: at 43.36% examples, 174819 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:42,914 : INFO : EPOCH 9 - PROGRESS: at 43.47% examples, 174818 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:43,915 : INFO : EPOCH 9 - PROGRESS: at 43.57% examples, 174848 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:44,940 : INFO : EPOCH 9 - PROGRESS: at 43.66% examples, 174829 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:45,950 : INFO : EPOCH 9 - PROGRESS: at 43.75% examples, 174842 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:46,965 : INFO : EPOCH 9 - PROGRESS: at 43.84% examples, 174851 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:52:48,020 : INFO : EPOCH 9 - PROGRESS: at 43.94% examples, 174833 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:49,025 : INFO : EPOCH 9 - PROGRESS: at 44.03% examples, 174846 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:50,077 : INFO : EPOCH 9 - PROGRESS: at 44.12% examples, 174837 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:51,107 : INFO : EPOCH 9 - PROGRESS: at 44.22% examples, 174848 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:52,161 : INFO : EPOCH 9 - PROGRESS: at 44.31% examples, 174842 words/s, in_qsize 5, out_qsize 2
2020-07-16 20:52:53,178 : INFO : EPOCH 9 - PROGRESS: at 44.39% examples, 174854 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:52:54,210 : INFO : EPOCH 9 - PROGRESS: at 44.50% examples, 174859 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:52:55,233 : INFO : EPOCH 9 - PROGRESS: at 44.58% examples, 174867 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:56,246 : INFO : EPOCH 9 - PROGRESS: at 44.68% examples, 174845 words/s, in_qsize 8, out_qsize 2
2020-07-16 20:52:57,253 : INFO : EPOCH 9 - PROGRESS: at 44.78% examples, 174854 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:58,262 : INFO : EPOCH 9 - PROGRESS: at 44.86% examples, 174865 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:52:59,288 : INFO : EPOCH 9 - PROGRESS: at 44.95% examples, 174857 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:00,334 : INFO : EPOCH 9 - PROGRESS: at 45.07% examples, 174860 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:01,383 : INFO : EPOCH 9 - PROGRESS: at 45.16% examples, 174857 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:02,413 : INFO : EPOCH 9 - PROGRESS: at 45.27% examples, 174865 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:03,487 : INFO : EPOCH 9 - PROGRESS: at 45.36% examples, 174854 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:53:04,515 : INFO : EPOCH 9 - PROGRESS: at 45.45% examples, 174866 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:05,544 : INFO : EPOCH 9 - PROGRESS: at 45.53% examples, 174855 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:06,561 : INFO : EPOCH 9 - PROGRESS: at 45.63% examples, 174857 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:07,566 : INFO : EPOCH 9 - PROGRESS: at 45.73% examples, 174882 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:08,653 : INFO : EPOCH 9 - PROGRESS: at 45.83% examples, 174865 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:09,694 : INFO : EPOCH 9 - PROGRESS: at 45.94% examples, 174867 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:10,728 : INFO : EPOCH 9 - PROGRESS: at 46.05% examples, 174876 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:11,751 : INFO : EPOCH 9 - PROGRESS: at 46.15% examples, 174873 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:12,761 : INFO : EPOCH 9 - PROGRESS: at 46.26% examples, 174885 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:13,762 : INFO : EPOCH 9 - PROGRESS: at 46.34% examples, 174873 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:14,793 : INFO : EPOCH 9 - PROGRESS: at 46.44% examples, 174870 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:15,831 : INFO : EPOCH 9 - PROGRESS: at 46.54% examples, 174859 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:53:16,872 : INFO : EPOCH 9 - PROGRESS: at 46.65% examples, 174882 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:17,912 : INFO : EPOCH 9 - PROGRESS: at 46.73% examples, 174876 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:18,917 : INFO : EPOCH 9 - PROGRESS: at 46.82% examples, 174872 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:19,967 : INFO : EPOCH 9 - PROGRESS: at 46.91% examples, 174863 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:21,065 : INFO : EPOCH 9 - PROGRESS: at 47.01% examples, 174862 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:22,077 : INFO : EPOCH 9 - PROGRESS: at 47.11% examples, 174883 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:23,091 : INFO : EPOCH 9 - PROGRESS: at 47.21% examples, 174883 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:24,099 : INFO : EPOCH 9 - PROGRESS: at 47.31% examples, 174883 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:25,122 : INFO : EPOCH 9 - PROGRESS: at 47.42% examples, 174881 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:53:26,190 : INFO : EPOCH 9 - PROGRESS: at 47.51% examples, 174866 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:27,196 : INFO : EPOCH 9 - PROGRESS: at 47.62% examples, 174882 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:28,205 : INFO : EPOCH 9 - PROGRESS: at 47.73% examples, 174885 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:29,225 : INFO : EPOCH 9 - PROGRESS: at 47.82% examples, 174862 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:53:30,232 : INFO : EPOCH 9 - PROGRESS: at 47.91% examples, 174883 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:31,253 : INFO : EPOCH 9 - PROGRESS: at 47.99% examples, 174876 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:32,309 : INFO : EPOCH 9 - PROGRESS: at 48.09% examples, 174874 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:33,327 : INFO : EPOCH 9 - PROGRESS: at 48.21% examples, 174895 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:34,341 : INFO : EPOCH 9 - PROGRESS: at 48.30% examples, 174884 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:35,346 : INFO : EPOCH 9 - PROGRESS: at 48.39% examples, 174892 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:36,433 : INFO : EPOCH 9 - PROGRESS: at 48.48% examples, 174860 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:37,489 : INFO : EPOCH 9 - PROGRESS: at 48.56% examples, 174867 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:38,502 : INFO : EPOCH 9 - PROGRESS: at 48.66% examples, 174883 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:53:39,521 : INFO : EPOCH 9 - PROGRESS: at 48.75% examples, 174891 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:40,532 : INFO : EPOCH 9 - PROGRESS: at 48.84% examples, 174881 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:41,630 : INFO : EPOCH 9 - PROGRESS: at 48.92% examples, 174845 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:42,707 : INFO : EPOCH 9 - PROGRESS: at 49.02% examples, 174864 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:43,754 : INFO : EPOCH 9 - PROGRESS: at 49.12% examples, 174879 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:44,780 : INFO : EPOCH 9 - PROGRESS: at 49.21% examples, 174877 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:45,827 : INFO : EPOCH 9 - PROGRESS: at 49.30% examples, 174869 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:46,865 : INFO : EPOCH 9 - PROGRESS: at 49.41% examples, 174879 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:47,869 : INFO : EPOCH 9 - PROGRESS: at 49.49% examples, 174862 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:53:48,901 : INFO : EPOCH 9 - PROGRESS: at 49.60% examples, 174878 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:49,906 : INFO : EPOCH 9 - PROGRESS: at 49.70% examples, 174874 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:50,934 : INFO : EPOCH 9 - PROGRESS: at 49.80% examples, 174871 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:51,973 : INFO : EPOCH 9 - PROGRESS: at 49.90% examples, 174855 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:53:53,092 : INFO : EPOCH 9 - PROGRESS: at 50.01% examples, 174854 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:54,120 : INFO : EPOCH 9 - PROGRESS: at 50.12% examples, 174873 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:55,134 : INFO : EPOCH 9 - PROGRESS: at 50.22% examples, 174859 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:56,251 : INFO : EPOCH 9 - PROGRESS: at 50.33% examples, 174846 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:57,272 : INFO : EPOCH 9 - PROGRESS: at 50.41% examples, 174852 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:58,289 : INFO : EPOCH 9 - PROGRESS: at 50.51% examples, 174851 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:53:59,293 : INFO : EPOCH 9 - PROGRESS: at 50.62% examples, 174870 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:54:00,342 : INFO : EPOCH 9 - PROGRESS: at 50.70% examples, 174863 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:01,355 : INFO : EPOCH 9 - PROGRESS: at 50.80% examples, 174866 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:02,358 : INFO : EPOCH 9 - PROGRESS: at 50.88% examples, 174870 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:03,462 : INFO : EPOCH 9 - PROGRESS: at 50.98% examples, 174858 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:04,472 : INFO : EPOCH 9 - PROGRESS: at 51.07% examples, 174858 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:05,483 : INFO : EPOCH 9 - PROGRESS: at 51.16% examples, 174850 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:54:06,511 : INFO : EPOCH 9 - PROGRESS: at 51.25% examples, 174870 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:07,561 : INFO : EPOCH 9 - PROGRESS: at 51.34% examples, 174862 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:08,569 : INFO : EPOCH 9 - PROGRESS: at 51.44% examples, 174853 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:54:09,595 : INFO : EPOCH 9 - PROGRESS: at 51.53% examples, 174856 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:10,643 : INFO : EPOCH 9 - PROGRESS: at 51.65% examples, 174874 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:11,676 : INFO : EPOCH 9 - PROGRESS: at 51.73% examples, 174877 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:12,679 : INFO : EPOCH 9 - PROGRESS: at 51.83% examples, 174869 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:13,766 : INFO : EPOCH 9 - PROGRESS: at 51.92% examples, 174860 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:14,823 : INFO : EPOCH 9 - PROGRESS: at 52.03% examples, 174862 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:15,894 : INFO : EPOCH 9 - PROGRESS: at 52.11% examples, 174845 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:16,993 : INFO : EPOCH 9 - PROGRESS: at 52.22% examples, 174847 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:18,009 : INFO : EPOCH 9 - PROGRESS: at 52.34% examples, 174871 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:19,047 : INFO : EPOCH 9 - PROGRESS: at 52.44% examples, 174855 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:20,074 : INFO : EPOCH 9 - PROGRESS: at 52.51% examples, 174855 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:21,074 : INFO : EPOCH 9 - PROGRESS: at 52.60% examples, 174863 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:22,076 : INFO : EPOCH 9 - PROGRESS: at 52.70% examples, 174875 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:23,090 : INFO : EPOCH 9 - PROGRESS: at 52.80% examples, 174879 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:24,098 : INFO : EPOCH 9 - PROGRESS: at 52.90% examples, 174887 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:25,152 : INFO : EPOCH 9 - PROGRESS: at 53.00% examples, 174872 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:54:26,200 : INFO : EPOCH 9 - PROGRESS: at 53.09% examples, 174881 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:27,243 : INFO : EPOCH 9 - PROGRESS: at 53.20% examples, 174878 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:28,285 : INFO : EPOCH 9 - PROGRESS: at 53.30% examples, 174882 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:29,298 : INFO : EPOCH 9 - PROGRESS: at 53.41% examples, 174876 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:30,333 : INFO : EPOCH 9 - PROGRESS: at 53.49% examples, 174880 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:31,395 : INFO : EPOCH 9 - PROGRESS: at 53.59% examples, 174873 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:32,453 : INFO : EPOCH 9 - PROGRESS: at 53.68% examples, 174873 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:54:33,477 : INFO : EPOCH 9 - PROGRESS: at 53.78% examples, 174871 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:54:34,515 : INFO : EPOCH 9 - PROGRESS: at 53.88% examples, 174880 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:35,516 : INFO : EPOCH 9 - PROGRESS: at 53.98% examples, 174896 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:36,556 : INFO : EPOCH 9 - PROGRESS: at 54.06% examples, 174884 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:37,595 : INFO : EPOCH 9 - PROGRESS: at 54.16% examples, 174896 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:38,615 : INFO : EPOCH 9 - PROGRESS: at 54.25% examples, 174886 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:54:39,652 : INFO : EPOCH 9 - PROGRESS: at 54.35% examples, 174882 words/s, in_qsize 7, out_qsize 1
2020-07-16 20:54:40,655 : INFO : EPOCH 9 - PROGRESS: at 54.44% examples, 174891 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:41,720 : INFO : EPOCH 9 - PROGRESS: at 54.55% examples, 174881 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:42,733 : INFO : EPOCH 9 - PROGRESS: at 54.65% examples, 174902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:43,800 : INFO : EPOCH 9 - PROGRESS: at 54.74% examples, 174896 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:54:44,857 : INFO : EPOCH 9 - PROGRESS: at 54.83% examples, 174892 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:45,958 : INFO : EPOCH 9 - PROGRESS: at 54.92% examples, 174887 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:54:46,976 : INFO : EPOCH 9 - PROGRESS: at 55.03% examples, 174896 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:48,005 : INFO : EPOCH 9 - PROGRESS: at 55.12% examples, 174902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:49,014 : INFO : EPOCH 9 - PROGRESS: at 55.20% examples, 174902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:50,037 : INFO : EPOCH 9 - PROGRESS: at 55.31% examples, 174905 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:51,071 : INFO : EPOCH 9 - PROGRESS: at 55.42% examples, 174915 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:52,091 : INFO : EPOCH 9 - PROGRESS: at 55.50% examples, 174909 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:53,106 : INFO : EPOCH 9 - PROGRESS: at 55.59% examples, 174910 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:54,124 : INFO : EPOCH 9 - PROGRESS: at 55.69% examples, 174900 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:55,146 : INFO : EPOCH 9 - PROGRESS: at 55.79% examples, 174916 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:56,165 : INFO : EPOCH 9 - PROGRESS: at 55.89% examples, 174913 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:57,175 : INFO : EPOCH 9 - PROGRESS: at 55.98% examples, 174912 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:58,188 : INFO : EPOCH 9 - PROGRESS: at 56.08% examples, 174912 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:54:59,265 : INFO : EPOCH 9 - PROGRESS: at 56.21% examples, 174911 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:00,267 : INFO : EPOCH 9 - PROGRESS: at 56.30% examples, 174918 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:01,284 : INFO : EPOCH 9 - PROGRESS: at 56.38% examples, 174911 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:02,284 : INFO : EPOCH 9 - PROGRESS: at 56.49% examples, 174927 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:03,290 : INFO : EPOCH 9 - PROGRESS: at 56.59% examples, 174920 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:04,339 : INFO : EPOCH 9 - PROGRESS: at 56.69% examples, 174918 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:05,360 : INFO : EPOCH 9 - PROGRESS: at 56.78% examples, 174915 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:06,390 : INFO : EPOCH 9 - PROGRESS: at 56.87% examples, 174922 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:07,394 : INFO : EPOCH 9 - PROGRESS: at 56.95% examples, 174913 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:08,426 : INFO : EPOCH 9 - PROGRESS: at 57.04% examples, 174933 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:55:09,439 : INFO : EPOCH 9 - PROGRESS: at 57.13% examples, 174939 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:10,451 : INFO : EPOCH 9 - PROGRESS: at 57.23% examples, 174933 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:11,454 : INFO : EPOCH 9 - PROGRESS: at 57.34% examples, 174942 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:12,466 : INFO : EPOCH 9 - PROGRESS: at 57.43% examples, 174942 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:13,484 : INFO : EPOCH 9 - PROGRESS: at 57.51% examples, 174940 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:14,540 : INFO : EPOCH 9 - PROGRESS: at 57.61% examples, 174933 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:15,592 : INFO : EPOCH 9 - PROGRESS: at 57.72% examples, 174945 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:16,629 : INFO : EPOCH 9 - PROGRESS: at 57.82% examples, 174944 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:17,635 : INFO : EPOCH 9 - PROGRESS: at 57.92% examples, 174946 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:18,661 : INFO : EPOCH 9 - PROGRESS: at 58.02% examples, 174938 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:19,668 : INFO : EPOCH 9 - PROGRESS: at 58.10% examples, 174944 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:20,699 : INFO : EPOCH 9 - PROGRESS: at 58.20% examples, 174958 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:21,727 : INFO : EPOCH 9 - PROGRESS: at 58.29% examples, 174960 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:22,783 : INFO : EPOCH 9 - PROGRESS: at 58.38% examples, 174952 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:23,856 : INFO : EPOCH 9 - PROGRESS: at 58.49% examples, 174954 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:24,858 : INFO : EPOCH 9 - PROGRESS: at 58.59% examples, 174962 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:25,862 : INFO : EPOCH 9 - PROGRESS: at 58.69% examples, 174974 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:26,899 : INFO : EPOCH 9 - PROGRESS: at 58.79% examples, 174962 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:27,924 : INFO : EPOCH 9 - PROGRESS: at 58.89% examples, 174966 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:28,977 : INFO : EPOCH 9 - PROGRESS: at 58.99% examples, 174968 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:29,991 : INFO : EPOCH 9 - PROGRESS: at 59.08% examples, 174964 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:31,046 : INFO : EPOCH 9 - PROGRESS: at 59.19% examples, 174964 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:32,074 : INFO : EPOCH 9 - PROGRESS: at 59.29% examples, 174962 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:33,179 : INFO : EPOCH 9 - PROGRESS: at 59.38% examples, 174950 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:34,180 : INFO : EPOCH 9 - PROGRESS: at 59.48% examples, 174961 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:55:35,202 : INFO : EPOCH 9 - PROGRESS: at 59.58% examples, 174961 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:36,203 : INFO : EPOCH 9 - PROGRESS: at 59.68% examples, 174964 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:55:37,257 : INFO : EPOCH 9 - PROGRESS: at 59.79% examples, 174955 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:38,275 : INFO : EPOCH 9 - PROGRESS: at 59.89% examples, 174959 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:39,307 : INFO : EPOCH 9 - PROGRESS: at 59.98% examples, 174954 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:40,337 : INFO : EPOCH 9 - PROGRESS: at 60.08% examples, 174962 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:41,384 : INFO : EPOCH 9 - PROGRESS: at 60.15% examples, 174948 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:42,429 : INFO : EPOCH 9 - PROGRESS: at 60.25% examples, 174955 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:43,473 : INFO : EPOCH 9 - PROGRESS: at 60.34% examples, 174952 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:55:44,490 : INFO : EPOCH 9 - PROGRESS: at 60.43% examples, 174952 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:45,504 : INFO : EPOCH 9 - PROGRESS: at 60.54% examples, 174966 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:46,528 : INFO : EPOCH 9 - PROGRESS: at 60.65% examples, 174969 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:47,551 : INFO : EPOCH 9 - PROGRESS: at 60.73% examples, 174960 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:48,558 : INFO : EPOCH 9 - PROGRESS: at 60.82% examples, 174972 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:49,559 : INFO : EPOCH 9 - PROGRESS: at 60.93% examples, 174972 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:50,579 : INFO : EPOCH 9 - PROGRESS: at 61.03% examples, 174980 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:51,605 : INFO : EPOCH 9 - PROGRESS: at 61.12% examples, 174978 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:55:52,619 : INFO : EPOCH 9 - PROGRESS: at 61.22% examples, 174972 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:53,627 : INFO : EPOCH 9 - PROGRESS: at 61.32% examples, 174963 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:54,634 : INFO : EPOCH 9 - PROGRESS: at 61.41% examples, 174960 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:55,737 : INFO : EPOCH 9 - PROGRESS: at 61.51% examples, 174951 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:56,749 : INFO : EPOCH 9 - PROGRESS: at 61.61% examples, 174963 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:55:57,771 : INFO : EPOCH 9 - PROGRESS: at 61.70% examples, 174967 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:58,778 : INFO : EPOCH 9 - PROGRESS: at 61.79% examples, 174966 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:55:59,801 : INFO : EPOCH 9 - PROGRESS: at 61.86% examples, 174965 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:00,805 : INFO : EPOCH 9 - PROGRESS: at 61.95% examples, 174970 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:01,857 : INFO : EPOCH 9 - PROGRESS: at 62.04% examples, 174967 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:02,870 : INFO : EPOCH 9 - PROGRESS: at 62.15% examples, 174968 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:03,903 : INFO : EPOCH 9 - PROGRESS: at 62.27% examples, 174971 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:04,920 : INFO : EPOCH 9 - PROGRESS: at 62.35% examples, 174972 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:05,940 : INFO : EPOCH 9 - PROGRESS: at 62.44% examples, 174969 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:06,960 : INFO : EPOCH 9 - PROGRESS: at 62.55% examples, 174968 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:07,976 : INFO : EPOCH 9 - PROGRESS: at 62.63% examples, 174978 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:08,990 : INFO : EPOCH 9 - PROGRESS: at 62.72% examples, 174979 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:10,001 : INFO : EPOCH 9 - PROGRESS: at 62.80% examples, 174963 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:11,038 : INFO : EPOCH 9 - PROGRESS: at 62.91% examples, 174966 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:12,081 : INFO : EPOCH 9 - PROGRESS: at 63.02% examples, 174964 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:56:13,084 : INFO : EPOCH 9 - PROGRESS: at 63.11% examples, 174976 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:14,161 : INFO : EPOCH 9 - PROGRESS: at 63.20% examples, 174961 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:15,165 : INFO : EPOCH 9 - PROGRESS: at 63.31% examples, 174974 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:16,178 : INFO : EPOCH 9 - PROGRESS: at 63.40% examples, 174978 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:17,181 : INFO : EPOCH 9 - PROGRESS: at 63.50% examples, 174986 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:18,187 : INFO : EPOCH 9 - PROGRESS: at 63.59% examples, 174976 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:19,255 : INFO : EPOCH 9 - PROGRESS: at 63.67% examples, 174968 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:20,269 : INFO : EPOCH 9 - PROGRESS: at 63.78% examples, 174965 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:56:21,270 : INFO : EPOCH 9 - PROGRESS: at 63.88% examples, 174965 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:22,297 : INFO : EPOCH 9 - PROGRESS: at 63.99% examples, 174954 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:23,350 : INFO : EPOCH 9 - PROGRESS: at 64.07% examples, 174915 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:24,395 : INFO : EPOCH 9 - PROGRESS: at 64.16% examples, 174893 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:25,437 : INFO : EPOCH 9 - PROGRESS: at 64.24% examples, 174853 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:26,439 : INFO : EPOCH 9 - PROGRESS: at 64.34% examples, 174846 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:27,447 : INFO : EPOCH 9 - PROGRESS: at 64.45% examples, 174841 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:28,502 : INFO : EPOCH 9 - PROGRESS: at 64.54% examples, 174844 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:29,516 : INFO : EPOCH 9 - PROGRESS: at 64.64% examples, 174841 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:30,634 : INFO : EPOCH 9 - PROGRESS: at 64.74% examples, 174831 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:31,668 : INFO : EPOCH 9 - PROGRESS: at 64.84% examples, 174841 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:32,717 : INFO : EPOCH 9 - PROGRESS: at 64.94% examples, 174838 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:33,733 : INFO : EPOCH 9 - PROGRESS: at 65.05% examples, 174835 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:34,780 : INFO : EPOCH 9 - PROGRESS: at 65.15% examples, 174839 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:35,833 : INFO : EPOCH 9 - PROGRESS: at 65.27% examples, 174843 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:36,850 : INFO : EPOCH 9 - PROGRESS: at 65.34% examples, 174848 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:37,887 : INFO : EPOCH 9 - PROGRESS: at 65.44% examples, 174845 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:38,947 : INFO : EPOCH 9 - PROGRESS: at 65.53% examples, 174841 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:56:39,960 : INFO : EPOCH 9 - PROGRESS: at 65.62% examples, 174852 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:40,977 : INFO : EPOCH 9 - PROGRESS: at 65.71% examples, 174854 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:42,021 : INFO : EPOCH 9 - PROGRESS: at 65.81% examples, 174849 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:43,036 : INFO : EPOCH 9 - PROGRESS: at 65.90% examples, 174857 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:44,104 : INFO : EPOCH 9 - PROGRESS: at 66.01% examples, 174859 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:45,114 : INFO : EPOCH 9 - PROGRESS: at 66.09% examples, 174864 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:46,193 : INFO : EPOCH 9 - PROGRESS: at 66.20% examples, 174868 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:47,250 : INFO : EPOCH 9 - PROGRESS: at 66.31% examples, 174869 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:48,253 : INFO : EPOCH 9 - PROGRESS: at 66.39% examples, 174880 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:49,285 : INFO : EPOCH 9 - PROGRESS: at 66.49% examples, 174858 words/s, in_qsize 6, out_qsize 2
2020-07-16 20:56:50,304 : INFO : EPOCH 9 - PROGRESS: at 66.59% examples, 174873 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:51,360 : INFO : EPOCH 9 - PROGRESS: at 66.69% examples, 174870 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:56:52,367 : INFO : EPOCH 9 - PROGRESS: at 66.78% examples, 174867 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:56:53,424 : INFO : EPOCH 9 - PROGRESS: at 66.86% examples, 174868 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:54,486 : INFO : EPOCH 9 - PROGRESS: at 66.98% examples, 174877 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:55,503 : INFO : EPOCH 9 - PROGRESS: at 67.08% examples, 174878 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:56,560 : INFO : EPOCH 9 - PROGRESS: at 67.18% examples, 174875 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:57,565 : INFO : EPOCH 9 - PROGRESS: at 67.26% examples, 174861 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:56:58,609 : INFO : EPOCH 9 - PROGRESS: at 67.34% examples, 174865 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:56:59,628 : INFO : EPOCH 9 - PROGRESS: at 67.43% examples, 174864 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:00,670 : INFO : EPOCH 9 - PROGRESS: at 67.54% examples, 174863 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:57:01,717 : INFO : EPOCH 9 - PROGRESS: at 67.63% examples, 174854 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:02,784 : INFO : EPOCH 9 - PROGRESS: at 67.74% examples, 174858 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:03,818 : INFO : EPOCH 9 - PROGRESS: at 67.83% examples, 174866 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:04,833 : INFO : EPOCH 9 - PROGRESS: at 67.94% examples, 174861 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:57:05,893 : INFO : EPOCH 9 - PROGRESS: at 68.04% examples, 174861 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:06,893 : INFO : EPOCH 9 - PROGRESS: at 68.14% examples, 174870 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:07,956 : INFO : EPOCH 9 - PROGRESS: at 68.23% examples, 174857 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:08,961 : INFO : EPOCH 9 - PROGRESS: at 68.33% examples, 174852 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:10,079 : INFO : EPOCH 9 - PROGRESS: at 68.45% examples, 174856 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:11,133 : INFO : EPOCH 9 - PROGRESS: at 68.54% examples, 174868 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:12,191 : INFO : EPOCH 9 - PROGRESS: at 68.65% examples, 174869 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:13,206 : INFO : EPOCH 9 - PROGRESS: at 68.76% examples, 174869 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:14,208 : INFO : EPOCH 9 - PROGRESS: at 68.86% examples, 174877 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:15,236 : INFO : EPOCH 9 - PROGRESS: at 68.94% examples, 174864 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:16,268 : INFO : EPOCH 9 - PROGRESS: at 69.04% examples, 174877 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:17,278 : INFO : EPOCH 9 - PROGRESS: at 69.12% examples, 174866 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:18,280 : INFO : EPOCH 9 - PROGRESS: at 69.20% examples, 174868 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:19,307 : INFO : EPOCH 9 - PROGRESS: at 69.29% examples, 174863 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:20,342 : INFO : EPOCH 9 - PROGRESS: at 69.38% examples, 174851 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:57:21,385 : INFO : EPOCH 9 - PROGRESS: at 69.46% examples, 174854 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:22,399 : INFO : EPOCH 9 - PROGRESS: at 69.57% examples, 174869 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:23,408 : INFO : EPOCH 9 - PROGRESS: at 69.65% examples, 174861 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:24,426 : INFO : EPOCH 9 - PROGRESS: at 69.74% examples, 174854 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:25,448 : INFO : EPOCH 9 - PROGRESS: at 69.83% examples, 174855 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:57:26,455 : INFO : EPOCH 9 - PROGRESS: at 69.93% examples, 174855 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:57:27,531 : INFO : EPOCH 9 - PROGRESS: at 70.04% examples, 174854 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:57:28,557 : INFO : EPOCH 9 - PROGRESS: at 70.13% examples, 174854 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:29,593 : INFO : EPOCH 9 - PROGRESS: at 70.23% examples, 174850 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:30,623 : INFO : EPOCH 9 - PROGRESS: at 70.33% examples, 174851 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:31,679 : INFO : EPOCH 9 - PROGRESS: at 70.43% examples, 174855 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:32,708 : INFO : EPOCH 9 - PROGRESS: at 70.53% examples, 174858 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:33,734 : INFO : EPOCH 9 - PROGRESS: at 70.63% examples, 174856 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:34,767 : INFO : EPOCH 9 - PROGRESS: at 70.74% examples, 174864 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:35,818 : INFO : EPOCH 9 - PROGRESS: at 70.84% examples, 174862 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:36,843 : INFO : EPOCH 9 - PROGRESS: at 70.94% examples, 174874 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:37,860 : INFO : EPOCH 9 - PROGRESS: at 71.04% examples, 174874 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:38,888 : INFO : EPOCH 9 - PROGRESS: at 71.14% examples, 174875 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:39,899 : INFO : EPOCH 9 - PROGRESS: at 71.23% examples, 174867 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:57:40,955 : INFO : EPOCH 9 - PROGRESS: at 71.32% examples, 174871 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:41,960 : INFO : EPOCH 9 - PROGRESS: at 71.41% examples, 174869 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:57:42,982 : INFO : EPOCH 9 - PROGRESS: at 71.51% examples, 174870 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:44,018 : INFO : EPOCH 9 - PROGRESS: at 71.61% examples, 174868 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:45,077 : INFO : EPOCH 9 - PROGRESS: at 71.72% examples, 174866 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:46,128 : INFO : EPOCH 9 - PROGRESS: at 71.84% examples, 174868 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:47,138 : INFO : EPOCH 9 - PROGRESS: at 71.93% examples, 174884 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:48,149 : INFO : EPOCH 9 - PROGRESS: at 72.03% examples, 174881 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:49,204 : INFO : EPOCH 9 - PROGRESS: at 72.12% examples, 174875 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:50,280 : INFO : EPOCH 9 - PROGRESS: at 72.21% examples, 174870 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:57:51,286 : INFO : EPOCH 9 - PROGRESS: at 72.32% examples, 174885 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:52,354 : INFO : EPOCH 9 - PROGRESS: at 72.41% examples, 174875 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:57:53,421 : INFO : EPOCH 9 - PROGRESS: at 72.51% examples, 174876 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:54,446 : INFO : EPOCH 9 - PROGRESS: at 72.60% examples, 174880 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:55,447 : INFO : EPOCH 9 - PROGRESS: at 72.69% examples, 174877 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:56,472 : INFO : EPOCH 9 - PROGRESS: at 72.77% examples, 174884 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:57,512 : INFO : EPOCH 9 - PROGRESS: at 72.86% examples, 174889 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:58,596 : INFO : EPOCH 9 - PROGRESS: at 72.97% examples, 174891 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:57:59,597 : INFO : EPOCH 9 - PROGRESS: at 73.06% examples, 174891 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:00,602 : INFO : EPOCH 9 - PROGRESS: at 73.14% examples, 174891 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:01,614 : INFO : EPOCH 9 - PROGRESS: at 73.26% examples, 174884 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:02,713 : INFO : EPOCH 9 - PROGRESS: at 73.35% examples, 174880 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:58:03,768 : INFO : EPOCH 9 - PROGRESS: at 73.44% examples, 174890 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:04,805 : INFO : EPOCH 9 - PROGRESS: at 73.53% examples, 174889 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:05,829 : INFO : EPOCH 9 - PROGRESS: at 73.64% examples, 174896 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:58:06,849 : INFO : EPOCH 9 - PROGRESS: at 73.74% examples, 174891 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:07,881 : INFO : EPOCH 9 - PROGRESS: at 73.83% examples, 174888 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:08,896 : INFO : EPOCH 9 - PROGRESS: at 73.92% examples, 174883 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:09,944 : INFO : EPOCH 9 - PROGRESS: at 74.03% examples, 174896 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:10,970 : INFO : EPOCH 9 - PROGRESS: at 74.12% examples, 174901 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:12,044 : INFO : EPOCH 9 - PROGRESS: at 74.24% examples, 174900 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:13,058 : INFO : EPOCH 9 - PROGRESS: at 74.33% examples, 174903 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:14,137 : INFO : EPOCH 9 - PROGRESS: at 74.44% examples, 174901 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:15,137 : INFO : EPOCH 9 - PROGRESS: at 74.53% examples, 174896 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:58:16,187 : INFO : EPOCH 9 - PROGRESS: at 74.62% examples, 174896 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:58:17,246 : INFO : EPOCH 9 - PROGRESS: at 74.72% examples, 174892 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:18,289 : INFO : EPOCH 9 - PROGRESS: at 74.81% examples, 174893 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:19,331 : INFO : EPOCH 9 - PROGRESS: at 74.91% examples, 174896 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:20,379 : INFO : EPOCH 9 - PROGRESS: at 75.00% examples, 174894 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:21,392 : INFO : EPOCH 9 - PROGRESS: at 75.12% examples, 174900 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:22,460 : INFO : EPOCH 9 - PROGRESS: at 75.22% examples, 174888 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:23,545 : INFO : EPOCH 9 - PROGRESS: at 75.31% examples, 174885 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:24,597 : INFO : EPOCH 9 - PROGRESS: at 75.42% examples, 174886 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:25,685 : INFO : EPOCH 9 - PROGRESS: at 75.52% examples, 174882 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:58:26,726 : INFO : EPOCH 9 - PROGRESS: at 75.63% examples, 174897 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:27,745 : INFO : EPOCH 9 - PROGRESS: at 75.74% examples, 174899 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:28,780 : INFO : EPOCH 9 - PROGRESS: at 75.84% examples, 174896 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:29,806 : INFO : EPOCH 9 - PROGRESS: at 75.93% examples, 174903 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:30,840 : INFO : EPOCH 9 - PROGRESS: at 76.03% examples, 174897 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:31,846 : INFO : EPOCH 9 - PROGRESS: at 76.13% examples, 174906 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:32,849 : INFO : EPOCH 9 - PROGRESS: at 76.22% examples, 174919 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:33,864 : INFO : EPOCH 9 - PROGRESS: at 76.31% examples, 174907 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:34,893 : INFO : EPOCH 9 - PROGRESS: at 76.40% examples, 174910 words/s, in_qsize 8, out_qsize 1
2020-07-16 20:58:35,916 : INFO : EPOCH 9 - PROGRESS: at 76.49% examples, 174905 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:36,921 : INFO : EPOCH 9 - PROGRESS: at 76.58% examples, 174912 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:58:37,932 : INFO : EPOCH 9 - PROGRESS: at 76.68% examples, 174915 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:38,977 : INFO : EPOCH 9 - PROGRESS: at 76.80% examples, 174915 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:40,001 : INFO : EPOCH 9 - PROGRESS: at 76.89% examples, 174920 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:41,077 : INFO : EPOCH 9 - PROGRESS: at 76.97% examples, 174911 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:58:42,080 : INFO : EPOCH 9 - PROGRESS: at 77.06% examples, 174916 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:43,117 : INFO : EPOCH 9 - PROGRESS: at 77.16% examples, 174915 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:44,128 : INFO : EPOCH 9 - PROGRESS: at 77.26% examples, 174923 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:45,183 : INFO : EPOCH 9 - PROGRESS: at 77.36% examples, 174915 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:46,185 : INFO : EPOCH 9 - PROGRESS: at 77.45% examples, 174907 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:47,225 : INFO : EPOCH 9 - PROGRESS: at 77.56% examples, 174918 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:48,230 : INFO : EPOCH 9 - PROGRESS: at 77.64% examples, 174916 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:49,252 : INFO : EPOCH 9 - PROGRESS: at 77.73% examples, 174922 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:50,352 : INFO : EPOCH 9 - PROGRESS: at 77.83% examples, 174916 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:51,382 : INFO : EPOCH 9 - PROGRESS: at 77.92% examples, 174913 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:52,461 : INFO : EPOCH 9 - PROGRESS: at 78.04% examples, 174910 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:58:53,491 : INFO : EPOCH 9 - PROGRESS: at 78.13% examples, 174919 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:54,518 : INFO : EPOCH 9 - PROGRESS: at 78.22% examples, 174915 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:55,526 : INFO : EPOCH 9 - PROGRESS: at 78.33% examples, 174932 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:58:56,633 : INFO : EPOCH 9 - PROGRESS: at 78.42% examples, 174911 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:57,658 : INFO : EPOCH 9 - PROGRESS: at 78.51% examples, 174920 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:58,743 : INFO : EPOCH 9 - PROGRESS: at 78.59% examples, 174909 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:58:59,786 : INFO : EPOCH 9 - PROGRESS: at 78.70% examples, 174916 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:00,857 : INFO : EPOCH 9 - PROGRESS: at 78.80% examples, 174916 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:59:01,873 : INFO : EPOCH 9 - PROGRESS: at 78.88% examples, 174916 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:02,918 : INFO : EPOCH 9 - PROGRESS: at 78.97% examples, 174917 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:59:03,937 : INFO : EPOCH 9 - PROGRESS: at 79.06% examples, 174919 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:59:05,000 : INFO : EPOCH 9 - PROGRESS: at 79.18% examples, 174911 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:06,003 : INFO : EPOCH 9 - PROGRESS: at 79.26% examples, 174922 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:07,037 : INFO : EPOCH 9 - PROGRESS: at 79.36% examples, 174919 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:59:08,110 : INFO : EPOCH 9 - PROGRESS: at 79.48% examples, 174907 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:09,116 : INFO : EPOCH 9 - PROGRESS: at 79.57% examples, 174920 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:10,150 : INFO : EPOCH 9 - PROGRESS: at 79.65% examples, 174914 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:11,162 : INFO : EPOCH 9 - PROGRESS: at 79.75% examples, 174914 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:59:12,186 : INFO : EPOCH 9 - PROGRESS: at 79.85% examples, 174915 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:13,193 : INFO : EPOCH 9 - PROGRESS: at 79.94% examples, 174907 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:14,214 : INFO : EPOCH 9 - PROGRESS: at 80.05% examples, 174915 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:15,217 : INFO : EPOCH 9 - PROGRESS: at 80.15% examples, 174916 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:16,273 : INFO : EPOCH 9 - PROGRESS: at 80.24% examples, 174902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:17,283 : INFO : EPOCH 9 - PROGRESS: at 80.33% examples, 174905 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:18,413 : INFO : EPOCH 9 - PROGRESS: at 80.42% examples, 174889 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:59:19,427 : INFO : EPOCH 9 - PROGRESS: at 80.52% examples, 174902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:20,449 : INFO : EPOCH 9 - PROGRESS: at 80.61% examples, 174898 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:59:21,473 : INFO : EPOCH 9 - PROGRESS: at 80.71% examples, 174895 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:59:22,491 : INFO : EPOCH 9 - PROGRESS: at 80.82% examples, 174902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:23,569 : INFO : EPOCH 9 - PROGRESS: at 80.92% examples, 174894 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:59:24,569 : INFO : EPOCH 9 - PROGRESS: at 81.02% examples, 174906 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:25,609 : INFO : EPOCH 9 - PROGRESS: at 81.14% examples, 174897 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:26,626 : INFO : EPOCH 9 - PROGRESS: at 81.23% examples, 174905 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:27,641 : INFO : EPOCH 9 - PROGRESS: at 81.32% examples, 174898 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:28,657 : INFO : EPOCH 9 - PROGRESS: at 81.41% examples, 174902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:29,660 : INFO : EPOCH 9 - PROGRESS: at 81.50% examples, 174898 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:30,689 : INFO : EPOCH 9 - PROGRESS: at 81.60% examples, 174911 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:59:31,738 : INFO : EPOCH 9 - PROGRESS: at 81.70% examples, 174900 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:32,738 : INFO : EPOCH 9 - PROGRESS: at 81.79% examples, 174906 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:33,748 : INFO : EPOCH 9 - PROGRESS: at 81.89% examples, 174900 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:34,832 : INFO : EPOCH 9 - PROGRESS: at 81.99% examples, 174897 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:35,895 : INFO : EPOCH 9 - PROGRESS: at 82.08% examples, 174896 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:36,917 : INFO : EPOCH 9 - PROGRESS: at 82.15% examples, 174895 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:37,945 : INFO : EPOCH 9 - PROGRESS: at 82.24% examples, 174896 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:59:38,945 : INFO : EPOCH 9 - PROGRESS: at 82.35% examples, 174905 words/s, in_qsize 8, out_qsize 0
2020-07-16 20:59:39,949 : INFO : EPOCH 9 - PROGRESS: at 82.45% examples, 174898 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:40,954 : INFO : EPOCH 9 - PROGRESS: at 82.55% examples, 174899 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:41,982 : INFO : EPOCH 9 - PROGRESS: at 82.65% examples, 174902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:43,070 : INFO : EPOCH 9 - PROGRESS: at 82.75% examples, 174895 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:44,084 : INFO : EPOCH 9 - PROGRESS: at 82.85% examples, 174902 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:45,088 : INFO : EPOCH 9 - PROGRESS: at 82.94% examples, 174901 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:46,124 : INFO : EPOCH 9 - PROGRESS: at 83.04% examples, 174891 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:47,125 : INFO : EPOCH 9 - PROGRESS: at 83.13% examples, 174895 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:48,155 : INFO : EPOCH 9 - PROGRESS: at 83.23% examples, 174895 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:49,159 : INFO : EPOCH 9 - PROGRESS: at 83.34% examples, 174905 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:50,283 : INFO : EPOCH 9 - PROGRESS: at 83.43% examples, 174886 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:51,311 : INFO : EPOCH 9 - PROGRESS: at 83.52% examples, 174895 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:52,326 : INFO : EPOCH 9 - PROGRESS: at 83.60% examples, 174895 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:53,343 : INFO : EPOCH 9 - PROGRESS: at 83.70% examples, 174893 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:54,405 : INFO : EPOCH 9 - PROGRESS: at 83.80% examples, 174893 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:55,435 : INFO : EPOCH 9 - PROGRESS: at 83.89% examples, 174890 words/s, in_qsize 6, out_qsize 1
2020-07-16 20:59:56,493 : INFO : EPOCH 9 - PROGRESS: at 84.00% examples, 174889 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:57,510 : INFO : EPOCH 9 - PROGRESS: at 84.10% examples, 174894 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:58,526 : INFO : EPOCH 9 - PROGRESS: at 84.19% examples, 174890 words/s, in_qsize 7, out_qsize 0
2020-07-16 20:59:59,535 : INFO : EPOCH 9 - PROGRESS: at 84.30% examples, 174901 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:00,546 : INFO : EPOCH 9 - PROGRESS: at 84.39% examples, 174910 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:01,577 : INFO : EPOCH 9 - PROGRESS: at 84.48% examples, 174905 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:02,587 : INFO : EPOCH 9 - PROGRESS: at 84.56% examples, 174908 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:03,601 : INFO : EPOCH 9 - PROGRESS: at 84.66% examples, 174910 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:04,605 : INFO : EPOCH 9 - PROGRESS: at 84.76% examples, 174901 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:00:05,627 : INFO : EPOCH 9 - PROGRESS: at 84.86% examples, 174907 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:06,669 : INFO : EPOCH 9 - PROGRESS: at 84.95% examples, 174901 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:07,733 : INFO : EPOCH 9 - PROGRESS: at 85.06% examples, 174901 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:08,795 : INFO : EPOCH 9 - PROGRESS: at 85.15% examples, 174903 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:09,840 : INFO : EPOCH 9 - PROGRESS: at 85.24% examples, 174908 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:10,908 : INFO : EPOCH 9 - PROGRESS: at 85.33% examples, 174905 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:11,924 : INFO : EPOCH 9 - PROGRESS: at 85.44% examples, 174910 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:12,927 : INFO : EPOCH 9 - PROGRESS: at 85.52% examples, 174908 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:13,945 : INFO : EPOCH 9 - PROGRESS: at 85.63% examples, 174907 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:14,954 : INFO : EPOCH 9 - PROGRESS: at 85.73% examples, 174912 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:15,968 : INFO : EPOCH 9 - PROGRESS: at 85.82% examples, 174912 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:16,989 : INFO : EPOCH 9 - PROGRESS: at 85.93% examples, 174906 words/s, in_qsize 8, out_qsize 2
2020-07-16 21:00:18,003 : INFO : EPOCH 9 - PROGRESS: at 86.02% examples, 174917 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:19,005 : INFO : EPOCH 9 - PROGRESS: at 86.12% examples, 174916 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:00:20,090 : INFO : EPOCH 9 - PROGRESS: at 86.21% examples, 174910 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:21,111 : INFO : EPOCH 9 - PROGRESS: at 86.32% examples, 174920 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:22,166 : INFO : EPOCH 9 - PROGRESS: at 86.42% examples, 174911 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:23,179 : INFO : EPOCH 9 - PROGRESS: at 86.51% examples, 174913 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:24,185 : INFO : EPOCH 9 - PROGRESS: at 86.60% examples, 174915 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:25,230 : INFO : EPOCH 9 - PROGRESS: at 86.69% examples, 174907 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:26,269 : INFO : EPOCH 9 - PROGRESS: at 86.79% examples, 174917 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:27,272 : INFO : EPOCH 9 - PROGRESS: at 86.88% examples, 174912 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:28,313 : INFO : EPOCH 9 - PROGRESS: at 86.98% examples, 174914 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:29,339 : INFO : EPOCH 9 - PROGRESS: at 87.07% examples, 174911 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:30,359 : INFO : EPOCH 9 - PROGRESS: at 87.16% examples, 174908 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:31,366 : INFO : EPOCH 9 - PROGRESS: at 87.27% examples, 174913 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:32,394 : INFO : EPOCH 9 - PROGRESS: at 87.37% examples, 174911 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:33,490 : INFO : EPOCH 9 - PROGRESS: at 87.47% examples, 174901 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:00:34,514 : INFO : EPOCH 9 - PROGRESS: at 87.57% examples, 174906 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:00:35,568 : INFO : EPOCH 9 - PROGRESS: at 87.67% examples, 174901 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:36,665 : INFO : EPOCH 9 - PROGRESS: at 87.77% examples, 174899 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:37,684 : INFO : EPOCH 9 - PROGRESS: at 87.87% examples, 174906 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:38,695 : INFO : EPOCH 9 - PROGRESS: at 87.97% examples, 174909 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:39,798 : INFO : EPOCH 9 - PROGRESS: at 88.08% examples, 174905 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:40,821 : INFO : EPOCH 9 - PROGRESS: at 88.18% examples, 174918 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:41,890 : INFO : EPOCH 9 - PROGRESS: at 88.27% examples, 174909 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:42,911 : INFO : EPOCH 9 - PROGRESS: at 88.37% examples, 174918 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:43,950 : INFO : EPOCH 9 - PROGRESS: at 88.48% examples, 174920 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:44,969 : INFO : EPOCH 9 - PROGRESS: at 88.58% examples, 174917 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:46,001 : INFO : EPOCH 9 - PROGRESS: at 88.67% examples, 174920 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:47,025 : INFO : EPOCH 9 - PROGRESS: at 88.77% examples, 174913 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:48,093 : INFO : EPOCH 9 - PROGRESS: at 88.88% examples, 174915 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:49,102 : INFO : EPOCH 9 - PROGRESS: at 88.97% examples, 174909 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:50,114 : INFO : EPOCH 9 - PROGRESS: at 89.05% examples, 174901 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:51,117 : INFO : EPOCH 9 - PROGRESS: at 89.14% examples, 174897 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:52,126 : INFO : EPOCH 9 - PROGRESS: at 89.23% examples, 174899 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:53,192 : INFO : EPOCH 9 - PROGRESS: at 89.32% examples, 174897 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:54,256 : INFO : EPOCH 9 - PROGRESS: at 89.41% examples, 174893 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:55,318 : INFO : EPOCH 9 - PROGRESS: at 89.50% examples, 174867 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:56,389 : INFO : EPOCH 9 - PROGRESS: at 89.58% examples, 174826 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:00:57,418 : INFO : EPOCH 9 - PROGRESS: at 89.68% examples, 174821 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:58,493 : INFO : EPOCH 9 - PROGRESS: at 89.78% examples, 174811 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:00:59,530 : INFO : EPOCH 9 - PROGRESS: at 89.87% examples, 174809 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:00,537 : INFO : EPOCH 9 - PROGRESS: at 89.98% examples, 174818 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:01,545 : INFO : EPOCH 9 - PROGRESS: at 90.08% examples, 174810 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:02,578 : INFO : EPOCH 9 - PROGRESS: at 90.18% examples, 174817 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:03,599 : INFO : EPOCH 9 - PROGRESS: at 90.27% examples, 174819 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:04,629 : INFO : EPOCH 9 - PROGRESS: at 90.36% examples, 174814 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:05,645 : INFO : EPOCH 9 - PROGRESS: at 90.44% examples, 174820 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:01:06,646 : INFO : EPOCH 9 - PROGRESS: at 90.53% examples, 174834 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:07,676 : INFO : EPOCH 9 - PROGRESS: at 90.63% examples, 174832 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:08,681 : INFO : EPOCH 9 - PROGRESS: at 90.73% examples, 174837 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:09,723 : INFO : EPOCH 9 - PROGRESS: at 90.83% examples, 174829 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:10,730 : INFO : EPOCH 9 - PROGRESS: at 90.92% examples, 174838 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:11,881 : INFO : EPOCH 9 - PROGRESS: at 91.01% examples, 174825 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:01:12,934 : INFO : EPOCH 9 - PROGRESS: at 91.12% examples, 174835 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:13,962 : INFO : EPOCH 9 - PROGRESS: at 91.21% examples, 174836 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:01:14,981 : INFO : EPOCH 9 - PROGRESS: at 91.31% examples, 174834 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:16,001 : INFO : EPOCH 9 - PROGRESS: at 91.42% examples, 174846 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:17,002 : INFO : EPOCH 9 - PROGRESS: at 91.51% examples, 174850 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:18,010 : INFO : EPOCH 9 - PROGRESS: at 91.59% examples, 174855 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:19,073 : INFO : EPOCH 9 - PROGRESS: at 91.69% examples, 174845 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:01:20,104 : INFO : EPOCH 9 - PROGRESS: at 91.78% examples, 174852 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:21,137 : INFO : EPOCH 9 - PROGRESS: at 91.88% examples, 174855 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:22,216 : INFO : EPOCH 9 - PROGRESS: at 91.98% examples, 174851 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:01:23,251 : INFO : EPOCH 9 - PROGRESS: at 92.07% examples, 174859 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:24,252 : INFO : EPOCH 9 - PROGRESS: at 92.15% examples, 174858 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:25,276 : INFO : EPOCH 9 - PROGRESS: at 92.27% examples, 174861 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:26,290 : INFO : EPOCH 9 - PROGRESS: at 92.38% examples, 174870 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:27,333 : INFO : EPOCH 9 - PROGRESS: at 92.47% examples, 174858 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:28,341 : INFO : EPOCH 9 - PROGRESS: at 92.55% examples, 174854 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:01:29,345 : INFO : EPOCH 9 - PROGRESS: at 92.65% examples, 174865 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:30,428 : INFO : EPOCH 9 - PROGRESS: at 92.74% examples, 174861 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:01:31,450 : INFO : EPOCH 9 - PROGRESS: at 92.84% examples, 174862 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:32,451 : INFO : EPOCH 9 - PROGRESS: at 92.92% examples, 174872 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:33,461 : INFO : EPOCH 9 - PROGRESS: at 93.00% examples, 174871 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:01:34,481 : INFO : EPOCH 9 - PROGRESS: at 93.08% examples, 174869 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:01:35,533 : INFO : EPOCH 9 - PROGRESS: at 93.17% examples, 174865 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:36,556 : INFO : EPOCH 9 - PROGRESS: at 93.25% examples, 174867 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:37,560 : INFO : EPOCH 9 - PROGRESS: at 93.35% examples, 174864 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:38,577 : INFO : EPOCH 9 - PROGRESS: at 93.45% examples, 174866 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:39,589 : INFO : EPOCH 9 - PROGRESS: at 93.55% examples, 174875 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:40,635 : INFO : EPOCH 9 - PROGRESS: at 93.63% examples, 174866 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:01:41,683 : INFO : EPOCH 9 - PROGRESS: at 93.73% examples, 174869 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:42,758 : INFO : EPOCH 9 - PROGRESS: at 93.84% examples, 174861 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:01:43,769 : INFO : EPOCH 9 - PROGRESS: at 93.92% examples, 174871 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:44,771 : INFO : EPOCH 9 - PROGRESS: at 94.01% examples, 174874 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:45,819 : INFO : EPOCH 9 - PROGRESS: at 94.12% examples, 174868 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:46,857 : INFO : EPOCH 9 - PROGRESS: at 94.22% examples, 174869 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:47,861 : INFO : EPOCH 9 - PROGRESS: at 94.31% examples, 174873 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:01:48,869 : INFO : EPOCH 9 - PROGRESS: at 94.41% examples, 174882 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:49,876 : INFO : EPOCH 9 - PROGRESS: at 94.51% examples, 174878 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:50,942 : INFO : EPOCH 9 - PROGRESS: at 94.61% examples, 174874 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:51,947 : INFO : EPOCH 9 - PROGRESS: at 94.70% examples, 174878 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:52,970 : INFO : EPOCH 9 - PROGRESS: at 94.80% examples, 174879 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:54,022 : INFO : EPOCH 9 - PROGRESS: at 94.91% examples, 174881 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:55,037 : INFO : EPOCH 9 - PROGRESS: at 95.00% examples, 174881 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:56,063 : INFO : EPOCH 9 - PROGRESS: at 95.07% examples, 174881 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:57,073 : INFO : EPOCH 9 - PROGRESS: at 95.18% examples, 174889 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:58,093 : INFO : EPOCH 9 - PROGRESS: at 95.27% examples, 174882 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:01:59,102 : INFO : EPOCH 9 - PROGRESS: at 95.34% examples, 174879 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:00,184 : INFO : EPOCH 9 - PROGRESS: at 95.45% examples, 174888 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:01,221 : INFO : EPOCH 9 - PROGRESS: at 95.53% examples, 174882 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:02:02,226 : INFO : EPOCH 9 - PROGRESS: at 95.64% examples, 174895 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:03,264 : INFO : EPOCH 9 - PROGRESS: at 95.74% examples, 174893 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:04,350 : INFO : EPOCH 9 - PROGRESS: at 95.81% examples, 174882 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:05,365 : INFO : EPOCH 9 - PROGRESS: at 95.91% examples, 174884 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:06,399 : INFO : EPOCH 9 - PROGRESS: at 96.00% examples, 174873 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:07,409 : INFO : EPOCH 9 - PROGRESS: at 96.10% examples, 174874 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:08,462 : INFO : EPOCH 9 - PROGRESS: at 96.21% examples, 174879 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:09,535 : INFO : EPOCH 9 - PROGRESS: at 96.30% examples, 174874 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:10,564 : INFO : EPOCH 9 - PROGRESS: at 96.39% examples, 174886 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:02:11,613 : INFO : EPOCH 9 - PROGRESS: at 96.49% examples, 174878 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:02:12,628 : INFO : EPOCH 9 - PROGRESS: at 96.58% examples, 174877 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:13,666 : INFO : EPOCH 9 - PROGRESS: at 96.68% examples, 174881 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:14,767 : INFO : EPOCH 9 - PROGRESS: at 96.78% examples, 174879 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:15,792 : INFO : EPOCH 9 - PROGRESS: at 96.87% examples, 174884 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:16,900 : INFO : EPOCH 9 - PROGRESS: at 96.96% examples, 174876 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:17,905 : INFO : EPOCH 9 - PROGRESS: at 97.05% examples, 174886 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:02:18,942 : INFO : EPOCH 9 - PROGRESS: at 97.15% examples, 174885 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:19,962 : INFO : EPOCH 9 - PROGRESS: at 97.25% examples, 174891 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:20,998 : INFO : EPOCH 9 - PROGRESS: at 97.34% examples, 174882 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:22,038 : INFO : EPOCH 9 - PROGRESS: at 97.45% examples, 174886 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:23,064 : INFO : EPOCH 9 - PROGRESS: at 97.54% examples, 174882 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:24,117 : INFO : EPOCH 9 - PROGRESS: at 97.67% examples, 174889 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:25,117 : INFO : EPOCH 9 - PROGRESS: at 97.78% examples, 174882 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:26,141 : INFO : EPOCH 9 - PROGRESS: at 97.88% examples, 174883 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:27,154 : INFO : EPOCH 9 - PROGRESS: at 97.98% examples, 174886 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:28,184 : INFO : EPOCH 9 - PROGRESS: at 98.07% examples, 174880 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:29,280 : INFO : EPOCH 9 - PROGRESS: at 98.19% examples, 174877 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:30,336 : INFO : EPOCH 9 - PROGRESS: at 98.27% examples, 174881 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:31,344 : INFO : EPOCH 9 - PROGRESS: at 98.36% examples, 174884 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:32,356 : INFO : EPOCH 9 - PROGRESS: at 98.46% examples, 174887 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:33,429 : INFO : EPOCH 9 - PROGRESS: at 98.57% examples, 174887 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:02:34,457 : INFO : EPOCH 9 - PROGRESS: at 98.66% examples, 174891 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:02:35,461 : INFO : EPOCH 9 - PROGRESS: at 98.74% examples, 174890 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:02:36,512 : INFO : EPOCH 9 - PROGRESS: at 98.84% examples, 174884 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:37,517 : INFO : EPOCH 9 - PROGRESS: at 98.93% examples, 174894 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:38,537 : INFO : EPOCH 9 - PROGRESS: at 99.04% examples, 174888 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:39,591 : INFO : EPOCH 9 - PROGRESS: at 99.14% examples, 174888 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:40,600 : INFO : EPOCH 9 - PROGRESS: at 99.23% examples, 174893 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:41,656 : INFO : EPOCH 9 - PROGRESS: at 99.33% examples, 174892 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:42,658 : INFO : EPOCH 9 - PROGRESS: at 99.43% examples, 174897 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:43,742 : INFO : EPOCH 9 - PROGRESS: at 99.51% examples, 174891 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:02:44,760 : INFO : EPOCH 9 - PROGRESS: at 99.61% examples, 174896 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:45,760 : INFO : EPOCH 9 - PROGRESS: at 99.70% examples, 174892 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:46,832 : INFO : EPOCH 9 - PROGRESS: at 99.80% examples, 174889 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:47,843 : INFO : EPOCH 9 - PROGRESS: at 99.90% examples, 174900 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:48,845 : INFO : EPOCH 9 - PROGRESS: at 99.98% examples, 174899 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:49,081 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 21:02:49,094 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 21:02:49,117 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 21:02:49,126 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 21:02:49,127 : INFO : EPOCH - 9 : training on 247361374 raw words (187345560 effective words) took 1071.1s, 174908 effective words/s
2020-07-16 21:02:50,133 : INFO : EPOCH 10 - PROGRESS: at 0.09% examples, 163701 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:51,148 : INFO : EPOCH 10 - PROGRESS: at 0.18% examples, 171493 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:52,187 : INFO : EPOCH 10 - PROGRESS: at 0.29% examples, 170496 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:53,267 : INFO : EPOCH 10 - PROGRESS: at 0.38% examples, 170297 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:54,293 : INFO : EPOCH 10 - PROGRESS: at 0.47% examples, 171309 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:55,414 : INFO : EPOCH 10 - PROGRESS: at 0.58% examples, 170978 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:02:56,427 : INFO : EPOCH 10 - PROGRESS: at 0.69% examples, 172651 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:57,465 : INFO : EPOCH 10 - PROGRESS: at 0.80% examples, 173025 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:58,477 : INFO : EPOCH 10 - PROGRESS: at 0.91% examples, 174185 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:02:59,483 : INFO : EPOCH 10 - PROGRESS: at 1.00% examples, 173899 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:00,515 : INFO : EPOCH 10 - PROGRESS: at 1.09% examples, 174292 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:01,555 : INFO : EPOCH 10 - PROGRESS: at 1.18% examples, 174489 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:03:02,612 : INFO : EPOCH 10 - PROGRESS: at 1.28% examples, 174813 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:03,697 : INFO : EPOCH 10 - PROGRESS: at 1.38% examples, 174526 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:04,704 : INFO : EPOCH 10 - PROGRESS: at 1.49% examples, 174985 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:05,708 : INFO : EPOCH 10 - PROGRESS: at 1.58% examples, 175737 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:06,742 : INFO : EPOCH 10 - PROGRESS: at 1.67% examples, 174995 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:07,857 : INFO : EPOCH 10 - PROGRESS: at 1.76% examples, 174634 words/s, in_qsize 8, out_qsize 2
2020-07-16 21:03:08,883 : INFO : EPOCH 10 - PROGRESS: at 1.86% examples, 175045 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:09,922 : INFO : EPOCH 10 - PROGRESS: at 1.97% examples, 175009 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:10,992 : INFO : EPOCH 10 - PROGRESS: at 2.08% examples, 175295 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:11,993 : INFO : EPOCH 10 - PROGRESS: at 2.17% examples, 175272 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:13,074 : INFO : EPOCH 10 - PROGRESS: at 2.29% examples, 175347 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:03:14,127 : INFO : EPOCH 10 - PROGRESS: at 2.37% examples, 175148 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:15,181 : INFO : EPOCH 10 - PROGRESS: at 2.47% examples, 175317 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:16,312 : INFO : EPOCH 10 - PROGRESS: at 2.58% examples, 175104 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:17,325 : INFO : EPOCH 10 - PROGRESS: at 2.65% examples, 175316 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:18,349 : INFO : EPOCH 10 - PROGRESS: at 2.74% examples, 175130 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:19,371 : INFO : EPOCH 10 - PROGRESS: at 2.82% examples, 175238 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:20,415 : INFO : EPOCH 10 - PROGRESS: at 2.92% examples, 175517 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:21,453 : INFO : EPOCH 10 - PROGRESS: at 3.00% examples, 175394 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:22,462 : INFO : EPOCH 10 - PROGRESS: at 3.10% examples, 175497 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:23,494 : INFO : EPOCH 10 - PROGRESS: at 3.20% examples, 175534 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:24,545 : INFO : EPOCH 10 - PROGRESS: at 3.29% examples, 175455 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:03:25,622 : INFO : EPOCH 10 - PROGRESS: at 3.41% examples, 175420 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:26,663 : INFO : EPOCH 10 - PROGRESS: at 3.50% examples, 175447 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:27,684 : INFO : EPOCH 10 - PROGRESS: at 3.60% examples, 175514 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:28,703 : INFO : EPOCH 10 - PROGRESS: at 3.71% examples, 175398 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:03:29,771 : INFO : EPOCH 10 - PROGRESS: at 3.80% examples, 175397 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:30,779 : INFO : EPOCH 10 - PROGRESS: at 3.90% examples, 175558 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:03:31,785 : INFO : EPOCH 10 - PROGRESS: at 3.99% examples, 175342 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:03:32,794 : INFO : EPOCH 10 - PROGRESS: at 4.10% examples, 175434 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:33,799 : INFO : EPOCH 10 - PROGRESS: at 4.20% examples, 175423 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:34,915 : INFO : EPOCH 10 - PROGRESS: at 4.29% examples, 175355 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:35,971 : INFO : EPOCH 10 - PROGRESS: at 4.40% examples, 175358 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:03:37,025 : INFO : EPOCH 10 - PROGRESS: at 4.49% examples, 175310 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:38,060 : INFO : EPOCH 10 - PROGRESS: at 4.58% examples, 175346 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:39,149 : INFO : EPOCH 10 - PROGRESS: at 4.69% examples, 175394 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:40,213 : INFO : EPOCH 10 - PROGRESS: at 4.79% examples, 175387 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:41,227 : INFO : EPOCH 10 - PROGRESS: at 4.90% examples, 175386 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:42,257 : INFO : EPOCH 10 - PROGRESS: at 5.00% examples, 175305 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:03:43,287 : INFO : EPOCH 10 - PROGRESS: at 5.11% examples, 175382 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:44,343 : INFO : EPOCH 10 - PROGRESS: at 5.20% examples, 175310 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:45,393 : INFO : EPOCH 10 - PROGRESS: at 5.30% examples, 175364 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:46,394 : INFO : EPOCH 10 - PROGRESS: at 5.40% examples, 175500 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:47,404 : INFO : EPOCH 10 - PROGRESS: at 5.51% examples, 175531 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:48,405 : INFO : EPOCH 10 - PROGRESS: at 5.59% examples, 175330 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:03:49,437 : INFO : EPOCH 10 - PROGRESS: at 5.69% examples, 175520 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:50,461 : INFO : EPOCH 10 - PROGRESS: at 5.78% examples, 175446 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:51,497 : INFO : EPOCH 10 - PROGRESS: at 5.87% examples, 175524 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:52,509 : INFO : EPOCH 10 - PROGRESS: at 5.97% examples, 175526 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:53,559 : INFO : EPOCH 10 - PROGRESS: at 6.07% examples, 175418 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:54,573 : INFO : EPOCH 10 - PROGRESS: at 6.17% examples, 175517 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:55,598 : INFO : EPOCH 10 - PROGRESS: at 6.27% examples, 175503 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:56,642 : INFO : EPOCH 10 - PROGRESS: at 6.37% examples, 175485 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:57,687 : INFO : EPOCH 10 - PROGRESS: at 6.47% examples, 175524 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:58,703 : INFO : EPOCH 10 - PROGRESS: at 6.54% examples, 175616 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:03:59,749 : INFO : EPOCH 10 - PROGRESS: at 6.64% examples, 175540 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:00,763 : INFO : EPOCH 10 - PROGRESS: at 6.72% examples, 175496 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:01,804 : INFO : EPOCH 10 - PROGRESS: at 6.83% examples, 175506 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:02,854 : INFO : EPOCH 10 - PROGRESS: at 6.91% examples, 175480 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:03,865 : INFO : EPOCH 10 - PROGRESS: at 7.02% examples, 175506 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:04:04,911 : INFO : EPOCH 10 - PROGRESS: at 7.10% examples, 175475 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:05,945 : INFO : EPOCH 10 - PROGRESS: at 7.20% examples, 175523 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:07,001 : INFO : EPOCH 10 - PROGRESS: at 7.31% examples, 175496 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:04:08,045 : INFO : EPOCH 10 - PROGRESS: at 7.39% examples, 175590 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:09,078 : INFO : EPOCH 10 - PROGRESS: at 7.49% examples, 175505 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:10,108 : INFO : EPOCH 10 - PROGRESS: at 7.59% examples, 175465 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:11,120 : INFO : EPOCH 10 - PROGRESS: at 7.67% examples, 175400 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:12,180 : INFO : EPOCH 10 - PROGRESS: at 7.77% examples, 175368 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:13,218 : INFO : EPOCH 10 - PROGRESS: at 7.87% examples, 175418 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:14,275 : INFO : EPOCH 10 - PROGRESS: at 7.96% examples, 175358 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:15,287 : INFO : EPOCH 10 - PROGRESS: at 8.05% examples, 175325 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:04:16,291 : INFO : EPOCH 10 - PROGRESS: at 8.15% examples, 175482 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:17,319 : INFO : EPOCH 10 - PROGRESS: at 8.24% examples, 175492 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:18,322 : INFO : EPOCH 10 - PROGRESS: at 8.34% examples, 175476 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:19,380 : INFO : EPOCH 10 - PROGRESS: at 8.42% examples, 175426 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:20,397 : INFO : EPOCH 10 - PROGRESS: at 8.52% examples, 175516 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:21,439 : INFO : EPOCH 10 - PROGRESS: at 8.64% examples, 175518 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:22,449 : INFO : EPOCH 10 - PROGRESS: at 8.75% examples, 175504 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:23,471 : INFO : EPOCH 10 - PROGRESS: at 8.86% examples, 175540 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:24,479 : INFO : EPOCH 10 - PROGRESS: at 8.95% examples, 175613 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:04:25,489 : INFO : EPOCH 10 - PROGRESS: at 9.03% examples, 175532 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:26,494 : INFO : EPOCH 10 - PROGRESS: at 9.11% examples, 175474 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:27,512 : INFO : EPOCH 10 - PROGRESS: at 9.21% examples, 175570 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:28,539 : INFO : EPOCH 10 - PROGRESS: at 9.30% examples, 175577 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:29,645 : INFO : EPOCH 10 - PROGRESS: at 9.41% examples, 175494 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:30,652 : INFO : EPOCH 10 - PROGRESS: at 9.50% examples, 175511 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:31,653 : INFO : EPOCH 10 - PROGRESS: at 9.60% examples, 175525 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:32,661 : INFO : EPOCH 10 - PROGRESS: at 9.69% examples, 175524 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:33,699 : INFO : EPOCH 10 - PROGRESS: at 9.79% examples, 175561 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:34,704 : INFO : EPOCH 10 - PROGRESS: at 9.88% examples, 175517 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:35,802 : INFO : EPOCH 10 - PROGRESS: at 9.98% examples, 175464 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:36,825 : INFO : EPOCH 10 - PROGRESS: at 10.06% examples, 175470 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:37,827 : INFO : EPOCH 10 - PROGRESS: at 10.17% examples, 175527 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:38,828 : INFO : EPOCH 10 - PROGRESS: at 10.24% examples, 175502 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:39,874 : INFO : EPOCH 10 - PROGRESS: at 10.32% examples, 175479 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:40,905 : INFO : EPOCH 10 - PROGRESS: at 10.42% examples, 175566 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:41,910 : INFO : EPOCH 10 - PROGRESS: at 10.53% examples, 175624 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:42,961 : INFO : EPOCH 10 - PROGRESS: at 10.65% examples, 175532 words/s, in_qsize 8, out_qsize 2
2020-07-16 21:04:43,991 : INFO : EPOCH 10 - PROGRESS: at 10.76% examples, 175613 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:45,008 : INFO : EPOCH 10 - PROGRESS: at 10.84% examples, 175565 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:46,021 : INFO : EPOCH 10 - PROGRESS: at 10.92% examples, 175570 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:04:47,047 : INFO : EPOCH 10 - PROGRESS: at 11.03% examples, 175554 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:48,078 : INFO : EPOCH 10 - PROGRESS: at 11.14% examples, 175578 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:49,084 : INFO : EPOCH 10 - PROGRESS: at 11.23% examples, 175608 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:50,118 : INFO : EPOCH 10 - PROGRESS: at 11.31% examples, 175576 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:51,173 : INFO : EPOCH 10 - PROGRESS: at 11.42% examples, 175610 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:52,201 : INFO : EPOCH 10 - PROGRESS: at 11.50% examples, 175584 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:53,202 : INFO : EPOCH 10 - PROGRESS: at 11.60% examples, 175556 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:54,208 : INFO : EPOCH 10 - PROGRESS: at 11.70% examples, 175540 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:55,213 : INFO : EPOCH 10 - PROGRESS: at 11.78% examples, 175521 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:56,255 : INFO : EPOCH 10 - PROGRESS: at 11.88% examples, 175509 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:57,258 : INFO : EPOCH 10 - PROGRESS: at 11.97% examples, 175509 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:58,281 : INFO : EPOCH 10 - PROGRESS: at 12.06% examples, 175498 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:04:59,320 : INFO : EPOCH 10 - PROGRESS: at 12.16% examples, 175452 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:00,339 : INFO : EPOCH 10 - PROGRESS: at 12.26% examples, 175500 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:01,361 : INFO : EPOCH 10 - PROGRESS: at 12.36% examples, 175472 words/s, in_qsize 7, out_qsize 1
2020-07-16 21:05:02,369 : INFO : EPOCH 10 - PROGRESS: at 12.45% examples, 175521 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:03,384 : INFO : EPOCH 10 - PROGRESS: at 12.54% examples, 175513 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:04,390 : INFO : EPOCH 10 - PROGRESS: at 12.62% examples, 175519 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:05,404 : INFO : EPOCH 10 - PROGRESS: at 12.72% examples, 175551 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:06,459 : INFO : EPOCH 10 - PROGRESS: at 12.81% examples, 175466 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:07,477 : INFO : EPOCH 10 - PROGRESS: at 12.91% examples, 175574 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:05:08,517 : INFO : EPOCH 10 - PROGRESS: at 12.99% examples, 175456 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:09,517 : INFO : EPOCH 10 - PROGRESS: at 13.08% examples, 175499 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:10,566 : INFO : EPOCH 10 - PROGRESS: at 13.18% examples, 175470 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:11,583 : INFO : EPOCH 10 - PROGRESS: at 13.28% examples, 175517 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:12,619 : INFO : EPOCH 10 - PROGRESS: at 13.37% examples, 175508 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:13,630 : INFO : EPOCH 10 - PROGRESS: at 13.47% examples, 175495 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:14,645 : INFO : EPOCH 10 - PROGRESS: at 13.56% examples, 175509 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:15,653 : INFO : EPOCH 10 - PROGRESS: at 13.65% examples, 175500 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:16,666 : INFO : EPOCH 10 - PROGRESS: at 13.74% examples, 175464 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:17,687 : INFO : EPOCH 10 - PROGRESS: at 13.84% examples, 175503 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:18,733 : INFO : EPOCH 10 - PROGRESS: at 13.92% examples, 175484 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:19,757 : INFO : EPOCH 10 - PROGRESS: at 14.03% examples, 175538 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:20,805 : INFO : EPOCH 10 - PROGRESS: at 14.14% examples, 175428 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:21,821 : INFO : EPOCH 10 - PROGRESS: at 14.23% examples, 175420 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:22,896 : INFO : EPOCH 10 - PROGRESS: at 14.32% examples, 175283 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:23,907 : INFO : EPOCH 10 - PROGRESS: at 14.44% examples, 175288 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:24,933 : INFO : EPOCH 10 - PROGRESS: at 14.52% examples, 175230 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:26,015 : INFO : EPOCH 10 - PROGRESS: at 14.62% examples, 175129 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:27,017 : INFO : EPOCH 10 - PROGRESS: at 14.70% examples, 174984 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:28,063 : INFO : EPOCH 10 - PROGRESS: at 14.78% examples, 174813 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:29,090 : INFO : EPOCH 10 - PROGRESS: at 14.86% examples, 174802 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:30,096 : INFO : EPOCH 10 - PROGRESS: at 14.95% examples, 174758 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:31,151 : INFO : EPOCH 10 - PROGRESS: at 15.05% examples, 174724 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:32,166 : INFO : EPOCH 10 - PROGRESS: at 15.14% examples, 174744 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:33,188 : INFO : EPOCH 10 - PROGRESS: at 15.24% examples, 174772 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:34,235 : INFO : EPOCH 10 - PROGRESS: at 15.34% examples, 174779 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:35,279 : INFO : EPOCH 10 - PROGRESS: at 15.44% examples, 174748 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:05:36,305 : INFO : EPOCH 10 - PROGRESS: at 15.54% examples, 174780 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:05:37,414 : INFO : EPOCH 10 - PROGRESS: at 15.65% examples, 174774 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:38,452 : INFO : EPOCH 10 - PROGRESS: at 15.75% examples, 174793 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:39,488 : INFO : EPOCH 10 - PROGRESS: at 15.87% examples, 174799 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:40,489 : INFO : EPOCH 10 - PROGRESS: at 15.96% examples, 174852 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:41,523 : INFO : EPOCH 10 - PROGRESS: at 16.07% examples, 174800 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:42,538 : INFO : EPOCH 10 - PROGRESS: at 16.16% examples, 174869 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:43,542 : INFO : EPOCH 10 - PROGRESS: at 16.26% examples, 174820 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:44,571 : INFO : EPOCH 10 - PROGRESS: at 16.36% examples, 174824 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:45,586 : INFO : EPOCH 10 - PROGRESS: at 16.48% examples, 174910 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:46,596 : INFO : EPOCH 10 - PROGRESS: at 16.58% examples, 174924 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:47,620 : INFO : EPOCH 10 - PROGRESS: at 16.67% examples, 174923 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:48,697 : INFO : EPOCH 10 - PROGRESS: at 16.77% examples, 174919 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:49,737 : INFO : EPOCH 10 - PROGRESS: at 16.86% examples, 174916 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:05:50,820 : INFO : EPOCH 10 - PROGRESS: at 16.96% examples, 174972 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:51,841 : INFO : EPOCH 10 - PROGRESS: at 17.05% examples, 175009 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:52,855 : INFO : EPOCH 10 - PROGRESS: at 17.15% examples, 175006 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:53,893 : INFO : EPOCH 10 - PROGRESS: at 17.24% examples, 175008 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:54,913 : INFO : EPOCH 10 - PROGRESS: at 17.33% examples, 174989 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:55,948 : INFO : EPOCH 10 - PROGRESS: at 17.44% examples, 175033 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:56,950 : INFO : EPOCH 10 - PROGRESS: at 17.53% examples, 175022 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:57,961 : INFO : EPOCH 10 - PROGRESS: at 17.61% examples, 175037 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:05:58,992 : INFO : EPOCH 10 - PROGRESS: at 17.70% examples, 175014 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:00,014 : INFO : EPOCH 10 - PROGRESS: at 17.81% examples, 175022 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:01,020 : INFO : EPOCH 10 - PROGRESS: at 17.90% examples, 175069 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:02,045 : INFO : EPOCH 10 - PROGRESS: at 18.00% examples, 175046 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:03,068 : INFO : EPOCH 10 - PROGRESS: at 18.10% examples, 175021 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:04,104 : INFO : EPOCH 10 - PROGRESS: at 18.18% examples, 175004 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:05,113 : INFO : EPOCH 10 - PROGRESS: at 18.25% examples, 174983 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:06,129 : INFO : EPOCH 10 - PROGRESS: at 18.34% examples, 174984 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:07,142 : INFO : EPOCH 10 - PROGRESS: at 18.44% examples, 174959 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:08,243 : INFO : EPOCH 10 - PROGRESS: at 18.54% examples, 174970 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:09,249 : INFO : EPOCH 10 - PROGRESS: at 18.63% examples, 175036 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:10,255 : INFO : EPOCH 10 - PROGRESS: at 18.73% examples, 174990 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:11,255 : INFO : EPOCH 10 - PROGRESS: at 18.82% examples, 175015 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:12,275 : INFO : EPOCH 10 - PROGRESS: at 18.91% examples, 175025 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:13,277 : INFO : EPOCH 10 - PROGRESS: at 19.00% examples, 174967 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:14,279 : INFO : EPOCH 10 - PROGRESS: at 19.10% examples, 174994 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:15,346 : INFO : EPOCH 10 - PROGRESS: at 19.20% examples, 174972 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:16,379 : INFO : EPOCH 10 - PROGRESS: at 19.31% examples, 175020 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:17,380 : INFO : EPOCH 10 - PROGRESS: at 19.40% examples, 175066 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:18,388 : INFO : EPOCH 10 - PROGRESS: at 19.50% examples, 175036 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:19,397 : INFO : EPOCH 10 - PROGRESS: at 19.59% examples, 175031 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:20,434 : INFO : EPOCH 10 - PROGRESS: at 19.69% examples, 175027 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:21,462 : INFO : EPOCH 10 - PROGRESS: at 19.79% examples, 175030 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:22,465 : INFO : EPOCH 10 - PROGRESS: at 19.90% examples, 175109 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:23,535 : INFO : EPOCH 10 - PROGRESS: at 20.00% examples, 175031 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:24,545 : INFO : EPOCH 10 - PROGRESS: at 20.13% examples, 175105 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:25,548 : INFO : EPOCH 10 - PROGRESS: at 20.23% examples, 175092 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:26,605 : INFO : EPOCH 10 - PROGRESS: at 20.31% examples, 175069 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:27,612 : INFO : EPOCH 10 - PROGRESS: at 20.39% examples, 175035 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:28,625 : INFO : EPOCH 10 - PROGRESS: at 20.50% examples, 175064 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:29,668 : INFO : EPOCH 10 - PROGRESS: at 20.61% examples, 175055 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:30,734 : INFO : EPOCH 10 - PROGRESS: at 20.71% examples, 175060 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:06:31,740 : INFO : EPOCH 10 - PROGRESS: at 20.80% examples, 175072 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:32,787 : INFO : EPOCH 10 - PROGRESS: at 20.90% examples, 175106 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:33,883 : INFO : EPOCH 10 - PROGRESS: at 21.02% examples, 175095 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:34,936 : INFO : EPOCH 10 - PROGRESS: at 21.12% examples, 175129 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:35,957 : INFO : EPOCH 10 - PROGRESS: at 21.21% examples, 175166 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:36,985 : INFO : EPOCH 10 - PROGRESS: at 21.30% examples, 175116 words/s, in_qsize 7, out_qsize 1
2020-07-16 21:06:38,004 : INFO : EPOCH 10 - PROGRESS: at 21.39% examples, 175138 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:39,039 : INFO : EPOCH 10 - PROGRESS: at 21.50% examples, 175119 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:40,092 : INFO : EPOCH 10 - PROGRESS: at 21.62% examples, 175114 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:06:41,137 : INFO : EPOCH 10 - PROGRESS: at 21.70% examples, 175114 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:42,176 : INFO : EPOCH 10 - PROGRESS: at 21.80% examples, 175114 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:43,182 : INFO : EPOCH 10 - PROGRESS: at 21.91% examples, 175131 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:44,212 : INFO : EPOCH 10 - PROGRESS: at 22.01% examples, 175129 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:45,259 : INFO : EPOCH 10 - PROGRESS: at 22.10% examples, 175133 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:46,277 : INFO : EPOCH 10 - PROGRESS: at 22.19% examples, 175133 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:06:47,287 : INFO : EPOCH 10 - PROGRESS: at 22.28% examples, 175140 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:48,307 : INFO : EPOCH 10 - PROGRESS: at 22.36% examples, 175140 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:49,313 : INFO : EPOCH 10 - PROGRESS: at 22.47% examples, 175167 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:50,330 : INFO : EPOCH 10 - PROGRESS: at 22.55% examples, 175110 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:51,362 : INFO : EPOCH 10 - PROGRESS: at 22.63% examples, 175099 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:52,392 : INFO : EPOCH 10 - PROGRESS: at 22.73% examples, 175144 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:53,443 : INFO : EPOCH 10 - PROGRESS: at 22.84% examples, 175141 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:54,511 : INFO : EPOCH 10 - PROGRESS: at 22.94% examples, 175116 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:55,518 : INFO : EPOCH 10 - PROGRESS: at 23.03% examples, 175148 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:56,528 : INFO : EPOCH 10 - PROGRESS: at 23.14% examples, 175164 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:57,544 : INFO : EPOCH 10 - PROGRESS: at 23.23% examples, 175121 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:58,568 : INFO : EPOCH 10 - PROGRESS: at 23.31% examples, 175120 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:06:59,597 : INFO : EPOCH 10 - PROGRESS: at 23.42% examples, 175110 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:00,606 : INFO : EPOCH 10 - PROGRESS: at 23.51% examples, 175130 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:01,614 : INFO : EPOCH 10 - PROGRESS: at 23.61% examples, 175147 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:02,638 : INFO : EPOCH 10 - PROGRESS: at 23.71% examples, 175126 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:03,685 : INFO : EPOCH 10 - PROGRESS: at 23.80% examples, 175111 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:07:04,699 : INFO : EPOCH 10 - PROGRESS: at 23.88% examples, 175141 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:05,707 : INFO : EPOCH 10 - PROGRESS: at 23.98% examples, 175168 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:06,722 : INFO : EPOCH 10 - PROGRESS: at 24.08% examples, 175167 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:07,755 : INFO : EPOCH 10 - PROGRESS: at 24.18% examples, 175166 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:08,800 : INFO : EPOCH 10 - PROGRESS: at 24.28% examples, 175145 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:09,837 : INFO : EPOCH 10 - PROGRESS: at 24.39% examples, 175174 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:10,857 : INFO : EPOCH 10 - PROGRESS: at 24.51% examples, 175166 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:11,878 : INFO : EPOCH 10 - PROGRESS: at 24.60% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:12,902 : INFO : EPOCH 10 - PROGRESS: at 24.68% examples, 175147 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:13,905 : INFO : EPOCH 10 - PROGRESS: at 24.78% examples, 175208 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:14,947 : INFO : EPOCH 10 - PROGRESS: at 24.89% examples, 175168 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:15,996 : INFO : EPOCH 10 - PROGRESS: at 25.00% examples, 175203 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:17,057 : INFO : EPOCH 10 - PROGRESS: at 25.11% examples, 175184 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:07:18,089 : INFO : EPOCH 10 - PROGRESS: at 25.21% examples, 175203 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:19,159 : INFO : EPOCH 10 - PROGRESS: at 25.32% examples, 175213 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:20,177 : INFO : EPOCH 10 - PROGRESS: at 25.41% examples, 175211 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:21,190 : INFO : EPOCH 10 - PROGRESS: at 25.49% examples, 175178 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:22,225 : INFO : EPOCH 10 - PROGRESS: at 25.59% examples, 175215 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:23,230 : INFO : EPOCH 10 - PROGRESS: at 25.68% examples, 175203 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:24,240 : INFO : EPOCH 10 - PROGRESS: at 25.78% examples, 175191 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:25,258 : INFO : EPOCH 10 - PROGRESS: at 25.89% examples, 175212 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:26,259 : INFO : EPOCH 10 - PROGRESS: at 25.98% examples, 175213 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:27,302 : INFO : EPOCH 10 - PROGRESS: at 26.08% examples, 175185 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:28,331 : INFO : EPOCH 10 - PROGRESS: at 26.19% examples, 175224 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:29,370 : INFO : EPOCH 10 - PROGRESS: at 26.28% examples, 175242 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:30,385 : INFO : EPOCH 10 - PROGRESS: at 26.38% examples, 175235 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:31,395 : INFO : EPOCH 10 - PROGRESS: at 26.48% examples, 175225 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:32,455 : INFO : EPOCH 10 - PROGRESS: at 26.59% examples, 175214 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:33,483 : INFO : EPOCH 10 - PROGRESS: at 26.71% examples, 175227 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:34,505 : INFO : EPOCH 10 - PROGRESS: at 26.78% examples, 175231 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:35,538 : INFO : EPOCH 10 - PROGRESS: at 26.88% examples, 175217 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:36,543 : INFO : EPOCH 10 - PROGRESS: at 26.97% examples, 175223 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:37,629 : INFO : EPOCH 10 - PROGRESS: at 27.09% examples, 175180 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:38,684 : INFO : EPOCH 10 - PROGRESS: at 27.19% examples, 175192 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:39,744 : INFO : EPOCH 10 - PROGRESS: at 27.29% examples, 175198 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:40,784 : INFO : EPOCH 10 - PROGRESS: at 27.39% examples, 175186 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:41,840 : INFO : EPOCH 10 - PROGRESS: at 27.47% examples, 175204 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:42,877 : INFO : EPOCH 10 - PROGRESS: at 27.58% examples, 175199 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:43,894 : INFO : EPOCH 10 - PROGRESS: at 27.68% examples, 175222 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:44,901 : INFO : EPOCH 10 - PROGRESS: at 27.79% examples, 175251 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:45,910 : INFO : EPOCH 10 - PROGRESS: at 27.86% examples, 175232 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:46,914 : INFO : EPOCH 10 - PROGRESS: at 27.96% examples, 175231 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:47,943 : INFO : EPOCH 10 - PROGRESS: at 28.04% examples, 175230 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:49,041 : INFO : EPOCH 10 - PROGRESS: at 28.14% examples, 175230 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:50,043 : INFO : EPOCH 10 - PROGRESS: at 28.24% examples, 175247 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:51,080 : INFO : EPOCH 10 - PROGRESS: at 28.34% examples, 175260 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:52,083 : INFO : EPOCH 10 - PROGRESS: at 28.44% examples, 175257 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:53,107 : INFO : EPOCH 10 - PROGRESS: at 28.54% examples, 175278 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:54,148 : INFO : EPOCH 10 - PROGRESS: at 28.63% examples, 175250 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:55,199 : INFO : EPOCH 10 - PROGRESS: at 28.73% examples, 175255 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:07:56,225 : INFO : EPOCH 10 - PROGRESS: at 28.82% examples, 175262 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:57,284 : INFO : EPOCH 10 - PROGRESS: at 28.92% examples, 175264 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:58,319 : INFO : EPOCH 10 - PROGRESS: at 29.01% examples, 175252 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:07:59,353 : INFO : EPOCH 10 - PROGRESS: at 29.10% examples, 175257 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:00,357 : INFO : EPOCH 10 - PROGRESS: at 29.20% examples, 175299 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:01,372 : INFO : EPOCH 10 - PROGRESS: at 29.29% examples, 175277 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:02,463 : INFO : EPOCH 10 - PROGRESS: at 29.38% examples, 175265 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:03,465 : INFO : EPOCH 10 - PROGRESS: at 29.47% examples, 175287 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:04,466 : INFO : EPOCH 10 - PROGRESS: at 29.57% examples, 175276 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:05,482 : INFO : EPOCH 10 - PROGRESS: at 29.67% examples, 175289 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:06,572 : INFO : EPOCH 10 - PROGRESS: at 29.77% examples, 175256 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:07,614 : INFO : EPOCH 10 - PROGRESS: at 29.86% examples, 175253 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:08:08,636 : INFO : EPOCH 10 - PROGRESS: at 29.94% examples, 175298 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:09,645 : INFO : EPOCH 10 - PROGRESS: at 30.04% examples, 175305 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:10,649 : INFO : EPOCH 10 - PROGRESS: at 30.13% examples, 175298 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:11,665 : INFO : EPOCH 10 - PROGRESS: at 30.21% examples, 175300 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:12,734 : INFO : EPOCH 10 - PROGRESS: at 30.31% examples, 175266 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:13,850 : INFO : EPOCH 10 - PROGRESS: at 30.42% examples, 175250 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:14,857 : INFO : EPOCH 10 - PROGRESS: at 30.50% examples, 175264 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:08:15,939 : INFO : EPOCH 10 - PROGRESS: at 30.61% examples, 175272 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:16,966 : INFO : EPOCH 10 - PROGRESS: at 30.70% examples, 175294 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:17,998 : INFO : EPOCH 10 - PROGRESS: at 30.81% examples, 175300 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:08:19,050 : INFO : EPOCH 10 - PROGRESS: at 30.91% examples, 175285 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:08:20,087 : INFO : EPOCH 10 - PROGRESS: at 31.02% examples, 175304 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:21,102 : INFO : EPOCH 10 - PROGRESS: at 31.11% examples, 175302 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:22,106 : INFO : EPOCH 10 - PROGRESS: at 31.21% examples, 175295 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:23,117 : INFO : EPOCH 10 - PROGRESS: at 31.33% examples, 175303 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:08:24,172 : INFO : EPOCH 10 - PROGRESS: at 31.43% examples, 175286 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:25,181 : INFO : EPOCH 10 - PROGRESS: at 31.53% examples, 175307 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:26,198 : INFO : EPOCH 10 - PROGRESS: at 31.63% examples, 175301 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:27,201 : INFO : EPOCH 10 - PROGRESS: at 31.73% examples, 175309 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:28,220 : INFO : EPOCH 10 - PROGRESS: at 31.82% examples, 175329 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:29,249 : INFO : EPOCH 10 - PROGRESS: at 31.91% examples, 175314 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:08:30,254 : INFO : EPOCH 10 - PROGRESS: at 31.99% examples, 175317 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:31,255 : INFO : EPOCH 10 - PROGRESS: at 32.08% examples, 175302 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:32,294 : INFO : EPOCH 10 - PROGRESS: at 32.18% examples, 175295 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:33,340 : INFO : EPOCH 10 - PROGRESS: at 32.27% examples, 175294 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:34,382 : INFO : EPOCH 10 - PROGRESS: at 32.37% examples, 175292 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:08:35,383 : INFO : EPOCH 10 - PROGRESS: at 32.47% examples, 175303 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:36,440 : INFO : EPOCH 10 - PROGRESS: at 32.56% examples, 175289 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:37,475 : INFO : EPOCH 10 - PROGRESS: at 32.65% examples, 175306 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:38,476 : INFO : EPOCH 10 - PROGRESS: at 32.75% examples, 175322 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:39,476 : INFO : EPOCH 10 - PROGRESS: at 32.82% examples, 175302 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:40,484 : INFO : EPOCH 10 - PROGRESS: at 32.91% examples, 175312 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:41,550 : INFO : EPOCH 10 - PROGRESS: at 33.01% examples, 175312 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:08:42,580 : INFO : EPOCH 10 - PROGRESS: at 33.11% examples, 175298 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:43,595 : INFO : EPOCH 10 - PROGRESS: at 33.20% examples, 175302 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:44,601 : INFO : EPOCH 10 - PROGRESS: at 33.30% examples, 175309 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:45,679 : INFO : EPOCH 10 - PROGRESS: at 33.40% examples, 175295 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:46,697 : INFO : EPOCH 10 - PROGRESS: at 33.49% examples, 175307 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:47,769 : INFO : EPOCH 10 - PROGRESS: at 33.58% examples, 175295 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:48,773 : INFO : EPOCH 10 - PROGRESS: at 33.68% examples, 175301 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:49,786 : INFO : EPOCH 10 - PROGRESS: at 33.78% examples, 175313 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:08:50,813 : INFO : EPOCH 10 - PROGRESS: at 33.88% examples, 175301 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:51,814 : INFO : EPOCH 10 - PROGRESS: at 33.98% examples, 175325 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:52,907 : INFO : EPOCH 10 - PROGRESS: at 34.07% examples, 175305 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:53,933 : INFO : EPOCH 10 - PROGRESS: at 34.17% examples, 175313 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:54,973 : INFO : EPOCH 10 - PROGRESS: at 34.29% examples, 175316 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:55,984 : INFO : EPOCH 10 - PROGRESS: at 34.39% examples, 175324 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:57,012 : INFO : EPOCH 10 - PROGRESS: at 34.48% examples, 175317 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:58,039 : INFO : EPOCH 10 - PROGRESS: at 34.57% examples, 175324 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:08:59,051 : INFO : EPOCH 10 - PROGRESS: at 34.67% examples, 175330 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:00,078 : INFO : EPOCH 10 - PROGRESS: at 34.76% examples, 175323 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:01,162 : INFO : EPOCH 10 - PROGRESS: at 34.85% examples, 175311 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:02,185 : INFO : EPOCH 10 - PROGRESS: at 34.97% examples, 175327 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:03,196 : INFO : EPOCH 10 - PROGRESS: at 35.05% examples, 175323 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:04,207 : INFO : EPOCH 10 - PROGRESS: at 35.14% examples, 175324 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:05,235 : INFO : EPOCH 10 - PROGRESS: at 35.25% examples, 175329 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:06,272 : INFO : EPOCH 10 - PROGRESS: at 35.35% examples, 175339 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:07,309 : INFO : EPOCH 10 - PROGRESS: at 35.44% examples, 175324 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:08,314 : INFO : EPOCH 10 - PROGRESS: at 35.53% examples, 175333 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:09,334 : INFO : EPOCH 10 - PROGRESS: at 35.62% examples, 175332 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:10,349 : INFO : EPOCH 10 - PROGRESS: at 35.71% examples, 175327 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:11,384 : INFO : EPOCH 10 - PROGRESS: at 35.81% examples, 175336 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:12,407 : INFO : EPOCH 10 - PROGRESS: at 35.92% examples, 175344 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:13,433 : INFO : EPOCH 10 - PROGRESS: at 36.03% examples, 175347 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:14,445 : INFO : EPOCH 10 - PROGRESS: at 36.12% examples, 175370 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:15,463 : INFO : EPOCH 10 - PROGRESS: at 36.23% examples, 175379 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:16,472 : INFO : EPOCH 10 - PROGRESS: at 36.31% examples, 175367 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:17,485 : INFO : EPOCH 10 - PROGRESS: at 36.40% examples, 175359 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:18,512 : INFO : EPOCH 10 - PROGRESS: at 36.51% examples, 175368 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:19,543 : INFO : EPOCH 10 - PROGRESS: at 36.61% examples, 175366 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:20,545 : INFO : EPOCH 10 - PROGRESS: at 36.72% examples, 175370 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:09:21,548 : INFO : EPOCH 10 - PROGRESS: at 36.84% examples, 175387 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:22,567 : INFO : EPOCH 10 - PROGRESS: at 36.93% examples, 175347 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:23,567 : INFO : EPOCH 10 - PROGRESS: at 37.03% examples, 175331 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:24,613 : INFO : EPOCH 10 - PROGRESS: at 37.12% examples, 175329 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:25,617 : INFO : EPOCH 10 - PROGRESS: at 37.22% examples, 175342 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:26,633 : INFO : EPOCH 10 - PROGRESS: at 37.30% examples, 175343 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:27,696 : INFO : EPOCH 10 - PROGRESS: at 37.41% examples, 175322 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:28,701 : INFO : EPOCH 10 - PROGRESS: at 37.52% examples, 175368 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:09:29,770 : INFO : EPOCH 10 - PROGRESS: at 37.62% examples, 175359 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:30,840 : INFO : EPOCH 10 - PROGRESS: at 37.73% examples, 175368 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:31,842 : INFO : EPOCH 10 - PROGRESS: at 37.82% examples, 175384 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:32,888 : INFO : EPOCH 10 - PROGRESS: at 37.91% examples, 175356 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:33,933 : INFO : EPOCH 10 - PROGRESS: at 37.99% examples, 175359 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:34,972 : INFO : EPOCH 10 - PROGRESS: at 38.10% examples, 175365 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:35,979 : INFO : EPOCH 10 - PROGRESS: at 38.19% examples, 175369 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:37,030 : INFO : EPOCH 10 - PROGRESS: at 38.28% examples, 175360 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:38,086 : INFO : EPOCH 10 - PROGRESS: at 38.39% examples, 175358 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:09:39,114 : INFO : EPOCH 10 - PROGRESS: at 38.48% examples, 175347 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:40,141 : INFO : EPOCH 10 - PROGRESS: at 38.57% examples, 175367 words/s, in_qsize 7, out_qsize 1
2020-07-16 21:09:41,197 : INFO : EPOCH 10 - PROGRESS: at 38.67% examples, 175368 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:42,216 : INFO : EPOCH 10 - PROGRESS: at 38.77% examples, 175390 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:43,246 : INFO : EPOCH 10 - PROGRESS: at 38.86% examples, 175389 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:09:44,288 : INFO : EPOCH 10 - PROGRESS: at 38.97% examples, 175387 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:45,304 : INFO : EPOCH 10 - PROGRESS: at 39.06% examples, 175406 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:46,357 : INFO : EPOCH 10 - PROGRESS: at 39.16% examples, 175383 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:09:47,417 : INFO : EPOCH 10 - PROGRESS: at 39.25% examples, 175383 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:48,508 : INFO : EPOCH 10 - PROGRESS: at 39.36% examples, 175397 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:49,529 : INFO : EPOCH 10 - PROGRESS: at 39.45% examples, 175377 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:09:50,584 : INFO : EPOCH 10 - PROGRESS: at 39.54% examples, 175375 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:09:51,601 : INFO : EPOCH 10 - PROGRESS: at 39.64% examples, 175373 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:52,632 : INFO : EPOCH 10 - PROGRESS: at 39.74% examples, 175369 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:53,673 : INFO : EPOCH 10 - PROGRESS: at 39.84% examples, 175373 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:54,719 : INFO : EPOCH 10 - PROGRESS: at 39.93% examples, 175351 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:55,727 : INFO : EPOCH 10 - PROGRESS: at 40.02% examples, 175364 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:09:56,730 : INFO : EPOCH 10 - PROGRESS: at 40.11% examples, 175360 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:57,753 : INFO : EPOCH 10 - PROGRESS: at 40.21% examples, 175343 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:58,769 : INFO : EPOCH 10 - PROGRESS: at 40.29% examples, 175321 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:09:59,776 : INFO : EPOCH 10 - PROGRESS: at 40.38% examples, 175292 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:00,805 : INFO : EPOCH 10 - PROGRESS: at 40.46% examples, 175213 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:01,821 : INFO : EPOCH 10 - PROGRESS: at 40.54% examples, 175140 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:10:02,857 : INFO : EPOCH 10 - PROGRESS: at 40.63% examples, 175144 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:03,861 : INFO : EPOCH 10 - PROGRESS: at 40.73% examples, 175147 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:04,928 : INFO : EPOCH 10 - PROGRESS: at 40.83% examples, 175152 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:05,939 : INFO : EPOCH 10 - PROGRESS: at 40.91% examples, 175151 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:10:06,949 : INFO : EPOCH 10 - PROGRESS: at 41.03% examples, 175175 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:10:08,001 : INFO : EPOCH 10 - PROGRESS: at 41.12% examples, 175158 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:09,014 : INFO : EPOCH 10 - PROGRESS: at 41.21% examples, 175161 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:10,029 : INFO : EPOCH 10 - PROGRESS: at 41.32% examples, 175157 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:11,073 : INFO : EPOCH 10 - PROGRESS: at 41.40% examples, 175149 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:12,079 : INFO : EPOCH 10 - PROGRESS: at 41.49% examples, 175156 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:13,095 : INFO : EPOCH 10 - PROGRESS: at 41.59% examples, 175147 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:14,131 : INFO : EPOCH 10 - PROGRESS: at 41.68% examples, 175140 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:15,149 : INFO : EPOCH 10 - PROGRESS: at 41.78% examples, 175136 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:16,176 : INFO : EPOCH 10 - PROGRESS: at 41.87% examples, 175119 words/s, in_qsize 8, out_qsize 2
2020-07-16 21:10:17,231 : INFO : EPOCH 10 - PROGRESS: at 41.99% examples, 175147 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:18,282 : INFO : EPOCH 10 - PROGRESS: at 42.09% examples, 175150 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:19,308 : INFO : EPOCH 10 - PROGRESS: at 42.19% examples, 175155 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:20,353 : INFO : EPOCH 10 - PROGRESS: at 42.29% examples, 175155 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:21,374 : INFO : EPOCH 10 - PROGRESS: at 42.38% examples, 175149 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:22,406 : INFO : EPOCH 10 - PROGRESS: at 42.48% examples, 175161 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:23,428 : INFO : EPOCH 10 - PROGRESS: at 42.57% examples, 175140 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:24,443 : INFO : EPOCH 10 - PROGRESS: at 42.67% examples, 175161 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:25,483 : INFO : EPOCH 10 - PROGRESS: at 42.78% examples, 175165 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:26,582 : INFO : EPOCH 10 - PROGRESS: at 42.86% examples, 175164 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:27,683 : INFO : EPOCH 10 - PROGRESS: at 42.98% examples, 175154 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:28,735 : INFO : EPOCH 10 - PROGRESS: at 43.07% examples, 175157 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:29,769 : INFO : EPOCH 10 - PROGRESS: at 43.15% examples, 175175 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:30,777 : INFO : EPOCH 10 - PROGRESS: at 43.24% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:31,828 : INFO : EPOCH 10 - PROGRESS: at 43.34% examples, 175148 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:32,894 : INFO : EPOCH 10 - PROGRESS: at 43.44% examples, 175162 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:33,936 : INFO : EPOCH 10 - PROGRESS: at 43.55% examples, 175173 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:35,005 : INFO : EPOCH 10 - PROGRESS: at 43.65% examples, 175159 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:36,016 : INFO : EPOCH 10 - PROGRESS: at 43.73% examples, 175156 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:10:37,037 : INFO : EPOCH 10 - PROGRESS: at 43.82% examples, 175157 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:38,049 : INFO : EPOCH 10 - PROGRESS: at 43.91% examples, 175172 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:39,114 : INFO : EPOCH 10 - PROGRESS: at 44.02% examples, 175162 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:40,142 : INFO : EPOCH 10 - PROGRESS: at 44.11% examples, 175178 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:41,169 : INFO : EPOCH 10 - PROGRESS: at 44.19% examples, 175168 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:42,237 : INFO : EPOCH 10 - PROGRESS: at 44.29% examples, 175166 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:43,257 : INFO : EPOCH 10 - PROGRESS: at 44.38% examples, 175175 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:44,270 : INFO : EPOCH 10 - PROGRESS: at 44.48% examples, 175173 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:45,350 : INFO : EPOCH 10 - PROGRESS: at 44.57% examples, 175169 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:10:46,359 : INFO : EPOCH 10 - PROGRESS: at 44.68% examples, 175197 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:47,361 : INFO : EPOCH 10 - PROGRESS: at 44.78% examples, 175218 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:48,403 : INFO : EPOCH 10 - PROGRESS: at 44.86% examples, 175205 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:49,412 : INFO : EPOCH 10 - PROGRESS: at 44.95% examples, 175197 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:50,434 : INFO : EPOCH 10 - PROGRESS: at 45.05% examples, 175187 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:51,449 : INFO : EPOCH 10 - PROGRESS: at 45.15% examples, 175201 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:52,510 : INFO : EPOCH 10 - PROGRESS: at 45.26% examples, 175188 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:53,538 : INFO : EPOCH 10 - PROGRESS: at 45.35% examples, 175192 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:54,566 : INFO : EPOCH 10 - PROGRESS: at 45.43% examples, 175186 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:55,589 : INFO : EPOCH 10 - PROGRESS: at 45.53% examples, 175192 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:56,714 : INFO : EPOCH 10 - PROGRESS: at 45.62% examples, 175170 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:57,771 : INFO : EPOCH 10 - PROGRESS: at 45.72% examples, 175190 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:58,837 : INFO : EPOCH 10 - PROGRESS: at 45.83% examples, 175195 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:10:59,872 : INFO : EPOCH 10 - PROGRESS: at 45.94% examples, 175204 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:00,904 : INFO : EPOCH 10 - PROGRESS: at 46.05% examples, 175209 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:01,916 : INFO : EPOCH 10 - PROGRESS: at 46.14% examples, 175198 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:02,918 : INFO : EPOCH 10 - PROGRESS: at 46.25% examples, 175210 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:03,965 : INFO : EPOCH 10 - PROGRESS: at 46.34% examples, 175195 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:04,981 : INFO : EPOCH 10 - PROGRESS: at 46.44% examples, 175211 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:06,014 : INFO : EPOCH 10 - PROGRESS: at 46.54% examples, 175201 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:07,034 : INFO : EPOCH 10 - PROGRESS: at 46.65% examples, 175211 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:08,063 : INFO : EPOCH 10 - PROGRESS: at 46.73% examples, 175213 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:09,089 : INFO : EPOCH 10 - PROGRESS: at 46.82% examples, 175204 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:10,128 : INFO : EPOCH 10 - PROGRESS: at 46.92% examples, 175207 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:11,136 : INFO : EPOCH 10 - PROGRESS: at 47.01% examples, 175196 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:12,171 : INFO : EPOCH 10 - PROGRESS: at 47.11% examples, 175208 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:13,184 : INFO : EPOCH 10 - PROGRESS: at 47.21% examples, 175210 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:14,185 : INFO : EPOCH 10 - PROGRESS: at 47.30% examples, 175211 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:15,230 : INFO : EPOCH 10 - PROGRESS: at 47.41% examples, 175200 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:16,246 : INFO : EPOCH 10 - PROGRESS: at 47.51% examples, 175216 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:17,253 : INFO : EPOCH 10 - PROGRESS: at 47.60% examples, 175206 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:18,289 : INFO : EPOCH 10 - PROGRESS: at 47.71% examples, 175194 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:11:19,317 : INFO : EPOCH 10 - PROGRESS: at 47.81% examples, 175195 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:20,373 : INFO : EPOCH 10 - PROGRESS: at 47.90% examples, 175185 words/s, in_qsize 7, out_qsize 1
2020-07-16 21:11:21,407 : INFO : EPOCH 10 - PROGRESS: at 47.99% examples, 175201 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:22,436 : INFO : EPOCH 10 - PROGRESS: at 48.09% examples, 175208 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:23,440 : INFO : EPOCH 10 - PROGRESS: at 48.20% examples, 175212 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:24,524 : INFO : EPOCH 10 - PROGRESS: at 48.30% examples, 175204 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:25,573 : INFO : EPOCH 10 - PROGRESS: at 48.40% examples, 175218 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:26,579 : INFO : EPOCH 10 - PROGRESS: at 48.48% examples, 175216 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:27,620 : INFO : EPOCH 10 - PROGRESS: at 48.56% examples, 175213 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:28,626 : INFO : EPOCH 10 - PROGRESS: at 48.66% examples, 175213 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:29,691 : INFO : EPOCH 10 - PROGRESS: at 48.75% examples, 175219 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:30,709 : INFO : EPOCH 10 - PROGRESS: at 48.84% examples, 175230 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:31,716 : INFO : EPOCH 10 - PROGRESS: at 48.93% examples, 175234 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:32,760 : INFO : EPOCH 10 - PROGRESS: at 49.02% examples, 175238 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:33,798 : INFO : EPOCH 10 - PROGRESS: at 49.12% examples, 175234 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:34,833 : INFO : EPOCH 10 - PROGRESS: at 49.22% examples, 175230 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:35,858 : INFO : EPOCH 10 - PROGRESS: at 49.31% examples, 175229 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:36,873 : INFO : EPOCH 10 - PROGRESS: at 49.41% examples, 175243 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:11:37,907 : INFO : EPOCH 10 - PROGRESS: at 49.49% examples, 175215 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:38,974 : INFO : EPOCH 10 - PROGRESS: at 49.60% examples, 175232 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:40,009 : INFO : EPOCH 10 - PROGRESS: at 49.70% examples, 175219 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:41,032 : INFO : EPOCH 10 - PROGRESS: at 49.81% examples, 175229 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:42,052 : INFO : EPOCH 10 - PROGRESS: at 49.91% examples, 175220 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:43,068 : INFO : EPOCH 10 - PROGRESS: at 50.00% examples, 175211 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:11:44,145 : INFO : EPOCH 10 - PROGRESS: at 50.12% examples, 175214 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:45,152 : INFO : EPOCH 10 - PROGRESS: at 50.23% examples, 175227 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:46,177 : INFO : EPOCH 10 - PROGRESS: at 50.33% examples, 175232 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:47,192 : INFO : EPOCH 10 - PROGRESS: at 50.41% examples, 175225 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:11:48,237 : INFO : EPOCH 10 - PROGRESS: at 50.51% examples, 175227 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:49,237 : INFO : EPOCH 10 - PROGRESS: at 50.62% examples, 175228 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:11:50,253 : INFO : EPOCH 10 - PROGRESS: at 50.69% examples, 175236 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:51,270 : INFO : EPOCH 10 - PROGRESS: at 50.78% examples, 175221 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:52,279 : INFO : EPOCH 10 - PROGRESS: at 50.87% examples, 175239 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:53,282 : INFO : EPOCH 10 - PROGRESS: at 50.97% examples, 175246 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:54,285 : INFO : EPOCH 10 - PROGRESS: at 51.07% examples, 175248 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:55,285 : INFO : EPOCH 10 - PROGRESS: at 51.15% examples, 175246 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:56,353 : INFO : EPOCH 10 - PROGRESS: at 51.24% examples, 175238 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:57,398 : INFO : EPOCH 10 - PROGRESS: at 51.34% examples, 175237 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:58,409 : INFO : EPOCH 10 - PROGRESS: at 51.45% examples, 175258 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:11:59,427 : INFO : EPOCH 10 - PROGRESS: at 51.54% examples, 175266 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:00,448 : INFO : EPOCH 10 - PROGRESS: at 51.64% examples, 175250 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:01,482 : INFO : EPOCH 10 - PROGRESS: at 51.71% examples, 175238 words/s, in_qsize 8, out_qsize 2
2020-07-16 21:12:02,485 : INFO : EPOCH 10 - PROGRESS: at 51.82% examples, 175256 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:03,511 : INFO : EPOCH 10 - PROGRESS: at 51.92% examples, 175252 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:04,545 : INFO : EPOCH 10 - PROGRESS: at 52.02% examples, 175261 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:05,549 : INFO : EPOCH 10 - PROGRESS: at 52.09% examples, 175250 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:06,551 : INFO : EPOCH 10 - PROGRESS: at 52.19% examples, 175248 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:07,604 : INFO : EPOCH 10 - PROGRESS: at 52.30% examples, 175244 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:08,609 : INFO : EPOCH 10 - PROGRESS: at 52.41% examples, 175249 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:09,612 : INFO : EPOCH 10 - PROGRESS: at 52.48% examples, 175242 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:10,681 : INFO : EPOCH 10 - PROGRESS: at 52.58% examples, 175240 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:11,719 : INFO : EPOCH 10 - PROGRESS: at 52.68% examples, 175246 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:12,771 : INFO : EPOCH 10 - PROGRESS: at 52.77% examples, 175240 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:12:13,791 : INFO : EPOCH 10 - PROGRESS: at 52.87% examples, 175242 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:14,815 : INFO : EPOCH 10 - PROGRESS: at 52.98% examples, 175251 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:15,869 : INFO : EPOCH 10 - PROGRESS: at 53.07% examples, 175243 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:16,897 : INFO : EPOCH 10 - PROGRESS: at 53.19% examples, 175265 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:17,953 : INFO : EPOCH 10 - PROGRESS: at 53.28% examples, 175253 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:19,035 : INFO : EPOCH 10 - PROGRESS: at 53.39% examples, 175256 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:20,053 : INFO : EPOCH 10 - PROGRESS: at 53.48% examples, 175259 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:21,094 : INFO : EPOCH 10 - PROGRESS: at 53.58% examples, 175271 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:22,122 : INFO : EPOCH 10 - PROGRESS: at 53.67% examples, 175276 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:23,152 : INFO : EPOCH 10 - PROGRESS: at 53.77% examples, 175275 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:12:24,188 : INFO : EPOCH 10 - PROGRESS: at 53.87% examples, 175273 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:25,243 : INFO : EPOCH 10 - PROGRESS: at 53.97% examples, 175255 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:26,295 : INFO : EPOCH 10 - PROGRESS: at 54.05% examples, 175260 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:27,302 : INFO : EPOCH 10 - PROGRESS: at 54.15% examples, 175268 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:28,320 : INFO : EPOCH 10 - PROGRESS: at 54.24% examples, 175255 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:29,342 : INFO : EPOCH 10 - PROGRESS: at 54.33% examples, 175261 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:30,345 : INFO : EPOCH 10 - PROGRESS: at 54.43% examples, 175269 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:31,355 : INFO : EPOCH 10 - PROGRESS: at 54.53% examples, 175267 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:32,395 : INFO : EPOCH 10 - PROGRESS: at 54.62% examples, 175240 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:33,452 : INFO : EPOCH 10 - PROGRESS: at 54.72% examples, 175247 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:34,509 : INFO : EPOCH 10 - PROGRESS: at 54.80% examples, 175227 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:35,521 : INFO : EPOCH 10 - PROGRESS: at 54.90% examples, 175246 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:36,530 : INFO : EPOCH 10 - PROGRESS: at 54.99% examples, 175244 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:37,608 : INFO : EPOCH 10 - PROGRESS: at 55.08% examples, 175241 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:38,621 : INFO : EPOCH 10 - PROGRESS: at 55.18% examples, 175249 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:39,680 : INFO : EPOCH 10 - PROGRESS: at 55.27% examples, 175245 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:40,718 : INFO : EPOCH 10 - PROGRESS: at 55.38% examples, 175247 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:41,743 : INFO : EPOCH 10 - PROGRESS: at 55.47% examples, 175239 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:42,838 : INFO : EPOCH 10 - PROGRESS: at 55.57% examples, 175229 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:12:43,886 : INFO : EPOCH 10 - PROGRESS: at 55.66% examples, 175238 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:44,933 : INFO : EPOCH 10 - PROGRESS: at 55.77% examples, 175233 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:45,998 : INFO : EPOCH 10 - PROGRESS: at 55.87% examples, 175231 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:47,068 : INFO : EPOCH 10 - PROGRESS: at 55.97% examples, 175245 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:48,085 : INFO : EPOCH 10 - PROGRESS: at 56.07% examples, 175234 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:49,115 : INFO : EPOCH 10 - PROGRESS: at 56.19% examples, 175236 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:50,181 : INFO : EPOCH 10 - PROGRESS: at 56.29% examples, 175231 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:12:51,250 : INFO : EPOCH 10 - PROGRESS: at 56.38% examples, 175233 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:52,261 : INFO : EPOCH 10 - PROGRESS: at 56.48% examples, 175222 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:12:53,295 : INFO : EPOCH 10 - PROGRESS: at 56.58% examples, 175217 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:54,297 : INFO : EPOCH 10 - PROGRESS: at 56.68% examples, 175230 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:55,327 : INFO : EPOCH 10 - PROGRESS: at 56.77% examples, 175222 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:56,331 : INFO : EPOCH 10 - PROGRESS: at 56.86% examples, 175226 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:57,357 : INFO : EPOCH 10 - PROGRESS: at 56.94% examples, 175229 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:58,406 : INFO : EPOCH 10 - PROGRESS: at 57.03% examples, 175235 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:12:59,410 : INFO : EPOCH 10 - PROGRESS: at 57.13% examples, 175245 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:00,410 : INFO : EPOCH 10 - PROGRESS: at 57.22% examples, 175241 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:01,440 : INFO : EPOCH 10 - PROGRESS: at 57.33% examples, 175242 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:02,454 : INFO : EPOCH 10 - PROGRESS: at 57.42% examples, 175241 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:03,520 : INFO : EPOCH 10 - PROGRESS: at 57.51% examples, 175235 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:04,575 : INFO : EPOCH 10 - PROGRESS: at 57.60% examples, 175227 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:05,635 : INFO : EPOCH 10 - PROGRESS: at 57.72% examples, 175235 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:06,654 : INFO : EPOCH 10 - PROGRESS: at 57.81% examples, 175240 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:07,683 : INFO : EPOCH 10 - PROGRESS: at 57.92% examples, 175239 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:08,725 : INFO : EPOCH 10 - PROGRESS: at 58.02% examples, 175245 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:09,805 : INFO : EPOCH 10 - PROGRESS: at 58.10% examples, 175229 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:10,833 : INFO : EPOCH 10 - PROGRESS: at 58.20% examples, 175237 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:11,837 : INFO : EPOCH 10 - PROGRESS: at 58.29% examples, 175244 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:12,856 : INFO : EPOCH 10 - PROGRESS: at 58.38% examples, 175223 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:13,904 : INFO : EPOCH 10 - PROGRESS: at 58.48% examples, 175217 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:14,955 : INFO : EPOCH 10 - PROGRESS: at 58.58% examples, 175227 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:13:15,963 : INFO : EPOCH 10 - PROGRESS: at 58.68% examples, 175231 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:16,983 : INFO : EPOCH 10 - PROGRESS: at 58.78% examples, 175225 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:18,022 : INFO : EPOCH 10 - PROGRESS: at 58.89% examples, 175214 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:19,025 : INFO : EPOCH 10 - PROGRESS: at 58.98% examples, 175226 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:13:20,054 : INFO : EPOCH 10 - PROGRESS: at 59.08% examples, 175232 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:21,089 : INFO : EPOCH 10 - PROGRESS: at 59.18% examples, 175222 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:22,127 : INFO : EPOCH 10 - PROGRESS: at 59.28% examples, 175220 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:23,137 : INFO : EPOCH 10 - PROGRESS: at 59.37% examples, 175236 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:24,205 : INFO : EPOCH 10 - PROGRESS: at 59.47% examples, 175217 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:25,303 : INFO : EPOCH 10 - PROGRESS: at 59.57% examples, 175216 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:26,327 : INFO : EPOCH 10 - PROGRESS: at 59.67% examples, 175226 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:27,363 : INFO : EPOCH 10 - PROGRESS: at 59.79% examples, 175231 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:28,384 : INFO : EPOCH 10 - PROGRESS: at 59.89% examples, 175234 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:29,437 : INFO : EPOCH 10 - PROGRESS: at 59.98% examples, 175222 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:30,444 : INFO : EPOCH 10 - PROGRESS: at 60.08% examples, 175232 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:31,447 : INFO : EPOCH 10 - PROGRESS: at 60.15% examples, 175237 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:32,501 : INFO : EPOCH 10 - PROGRESS: at 60.25% examples, 175238 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:33,515 : INFO : EPOCH 10 - PROGRESS: at 60.34% examples, 175243 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:34,522 : INFO : EPOCH 10 - PROGRESS: at 60.43% examples, 175239 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:35,528 : INFO : EPOCH 10 - PROGRESS: at 60.53% examples, 175238 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:36,533 : INFO : EPOCH 10 - PROGRESS: at 60.63% examples, 175239 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:13:37,583 : INFO : EPOCH 10 - PROGRESS: at 60.73% examples, 175229 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:13:38,609 : INFO : EPOCH 10 - PROGRESS: at 60.82% examples, 175238 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:39,633 : INFO : EPOCH 10 - PROGRESS: at 60.92% examples, 175231 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:40,715 : INFO : EPOCH 10 - PROGRESS: at 61.02% examples, 175215 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:41,717 : INFO : EPOCH 10 - PROGRESS: at 61.12% examples, 175223 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:42,722 : INFO : EPOCH 10 - PROGRESS: at 61.22% examples, 175231 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:13:43,782 : INFO : EPOCH 10 - PROGRESS: at 61.32% examples, 175231 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:44,803 : INFO : EPOCH 10 - PROGRESS: at 61.42% examples, 175245 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:45,832 : INFO : EPOCH 10 - PROGRESS: at 61.51% examples, 175244 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:46,837 : INFO : EPOCH 10 - PROGRESS: at 61.62% examples, 175257 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:47,861 : INFO : EPOCH 10 - PROGRESS: at 61.71% examples, 175262 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:48,897 : INFO : EPOCH 10 - PROGRESS: at 61.79% examples, 175259 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:13:49,917 : INFO : EPOCH 10 - PROGRESS: at 61.87% examples, 175268 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:50,948 : INFO : EPOCH 10 - PROGRESS: at 61.96% examples, 175270 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:51,969 : INFO : EPOCH 10 - PROGRESS: at 62.06% examples, 175254 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:13:52,970 : INFO : EPOCH 10 - PROGRESS: at 62.16% examples, 175264 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:54,002 : INFO : EPOCH 10 - PROGRESS: at 62.27% examples, 175261 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:55,027 : INFO : EPOCH 10 - PROGRESS: at 62.36% examples, 175263 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:56,056 : INFO : EPOCH 10 - PROGRESS: at 62.46% examples, 175272 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:57,090 : INFO : EPOCH 10 - PROGRESS: at 62.56% examples, 175267 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:58,091 : INFO : EPOCH 10 - PROGRESS: at 62.65% examples, 175277 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:13:59,097 : INFO : EPOCH 10 - PROGRESS: at 62.73% examples, 175286 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:00,110 : INFO : EPOCH 10 - PROGRESS: at 62.82% examples, 175271 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:01,121 : INFO : EPOCH 10 - PROGRESS: at 62.92% examples, 175278 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:02,125 : INFO : EPOCH 10 - PROGRESS: at 63.03% examples, 175283 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:03,211 : INFO : EPOCH 10 - PROGRESS: at 63.12% examples, 175272 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:04,243 : INFO : EPOCH 10 - PROGRESS: at 63.22% examples, 175287 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:14:05,263 : INFO : EPOCH 10 - PROGRESS: at 63.32% examples, 175286 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:06,272 : INFO : EPOCH 10 - PROGRESS: at 63.41% examples, 175297 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:07,282 : INFO : EPOCH 10 - PROGRESS: at 63.52% examples, 175290 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:08,316 : INFO : EPOCH 10 - PROGRESS: at 63.60% examples, 175284 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:09,327 : INFO : EPOCH 10 - PROGRESS: at 63.69% examples, 175278 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:10,354 : INFO : EPOCH 10 - PROGRESS: at 63.81% examples, 175283 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:11,370 : INFO : EPOCH 10 - PROGRESS: at 63.91% examples, 175290 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:12,371 : INFO : EPOCH 10 - PROGRESS: at 64.01% examples, 175291 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:13,397 : INFO : EPOCH 10 - PROGRESS: at 64.11% examples, 175278 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:14,427 : INFO : EPOCH 10 - PROGRESS: at 64.20% examples, 175274 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:15,441 : INFO : EPOCH 10 - PROGRESS: at 64.30% examples, 175289 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:16,476 : INFO : EPOCH 10 - PROGRESS: at 64.41% examples, 175281 words/s, in_qsize 8, out_qsize 2
2020-07-16 21:14:17,514 : INFO : EPOCH 10 - PROGRESS: at 64.51% examples, 175296 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:18,642 : INFO : EPOCH 10 - PROGRESS: at 64.61% examples, 175281 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:19,658 : INFO : EPOCH 10 - PROGRESS: at 64.72% examples, 175296 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:20,665 : INFO : EPOCH 10 - PROGRESS: at 64.80% examples, 175289 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:14:21,684 : INFO : EPOCH 10 - PROGRESS: at 64.91% examples, 175289 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:22,691 : INFO : EPOCH 10 - PROGRESS: at 65.01% examples, 175292 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:23,727 : INFO : EPOCH 10 - PROGRESS: at 65.11% examples, 175282 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:24,740 : INFO : EPOCH 10 - PROGRESS: at 65.20% examples, 175259 words/s, in_qsize 7, out_qsize 2
2020-07-16 21:14:25,748 : INFO : EPOCH 10 - PROGRESS: at 65.28% examples, 175210 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:26,765 : INFO : EPOCH 10 - PROGRESS: at 65.35% examples, 175170 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:27,777 : INFO : EPOCH 10 - PROGRESS: at 65.44% examples, 175165 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:28,830 : INFO : EPOCH 10 - PROGRESS: at 65.52% examples, 175153 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:29,841 : INFO : EPOCH 10 - PROGRESS: at 65.62% examples, 175153 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:30,888 : INFO : EPOCH 10 - PROGRESS: at 65.71% examples, 175154 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:31,929 : INFO : EPOCH 10 - PROGRESS: at 65.81% examples, 175149 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:32,965 : INFO : EPOCH 10 - PROGRESS: at 65.90% examples, 175151 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:34,061 : INFO : EPOCH 10 - PROGRESS: at 66.01% examples, 175156 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:35,082 : INFO : EPOCH 10 - PROGRESS: at 66.10% examples, 175169 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:36,088 : INFO : EPOCH 10 - PROGRESS: at 66.20% examples, 175171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:37,116 : INFO : EPOCH 10 - PROGRESS: at 66.30% examples, 175155 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:38,146 : INFO : EPOCH 10 - PROGRESS: at 66.39% examples, 175160 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:39,171 : INFO : EPOCH 10 - PROGRESS: at 66.49% examples, 175171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:40,205 : INFO : EPOCH 10 - PROGRESS: at 66.59% examples, 175170 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:14:41,261 : INFO : EPOCH 10 - PROGRESS: at 66.69% examples, 175166 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:42,314 : INFO : EPOCH 10 - PROGRESS: at 66.78% examples, 175163 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:43,388 : INFO : EPOCH 10 - PROGRESS: at 66.87% examples, 175171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:44,389 : INFO : EPOCH 10 - PROGRESS: at 66.99% examples, 175177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:45,424 : INFO : EPOCH 10 - PROGRESS: at 67.08% examples, 175177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:46,442 : INFO : EPOCH 10 - PROGRESS: at 67.18% examples, 175187 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:47,452 : INFO : EPOCH 10 - PROGRESS: at 67.26% examples, 175181 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:48,474 : INFO : EPOCH 10 - PROGRESS: at 67.35% examples, 175180 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:49,522 : INFO : EPOCH 10 - PROGRESS: at 67.44% examples, 175182 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:50,538 : INFO : EPOCH 10 - PROGRESS: at 67.54% examples, 175185 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:51,570 : INFO : EPOCH 10 - PROGRESS: at 67.64% examples, 175170 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:52,582 : INFO : EPOCH 10 - PROGRESS: at 67.74% examples, 175188 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:53,608 : INFO : EPOCH 10 - PROGRESS: at 67.83% examples, 175186 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:54,654 : INFO : EPOCH 10 - PROGRESS: at 67.94% examples, 175185 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:14:55,668 : INFO : EPOCH 10 - PROGRESS: at 68.04% examples, 175185 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:14:56,752 : INFO : EPOCH 10 - PROGRESS: at 68.14% examples, 175170 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:57,806 : INFO : EPOCH 10 - PROGRESS: at 68.24% examples, 175182 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:58,802 : INFO : EPOCH 10 - PROGRESS: at 68.33% examples, 175182 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:14:59,813 : INFO : EPOCH 10 - PROGRESS: at 68.44% examples, 175177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:00,840 : INFO : EPOCH 10 - PROGRESS: at 68.53% examples, 175167 words/s, in_qsize 7, out_qsize 1
2020-07-16 21:15:01,867 : INFO : EPOCH 10 - PROGRESS: at 68.64% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:02,897 : INFO : EPOCH 10 - PROGRESS: at 68.74% examples, 175172 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:03,952 : INFO : EPOCH 10 - PROGRESS: at 68.84% examples, 175162 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:04,966 : INFO : EPOCH 10 - PROGRESS: at 68.93% examples, 175156 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:06,002 : INFO : EPOCH 10 - PROGRESS: at 69.03% examples, 175158 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:07,032 : INFO : EPOCH 10 - PROGRESS: at 69.12% examples, 175175 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:08,083 : INFO : EPOCH 10 - PROGRESS: at 69.20% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:09,128 : INFO : EPOCH 10 - PROGRESS: at 69.29% examples, 175170 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:10,131 : INFO : EPOCH 10 - PROGRESS: at 69.38% examples, 175165 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:11,209 : INFO : EPOCH 10 - PROGRESS: at 69.46% examples, 175159 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:12,213 : INFO : EPOCH 10 - PROGRESS: at 69.57% examples, 175165 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:13,239 : INFO : EPOCH 10 - PROGRESS: at 69.66% examples, 175172 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:14,285 : INFO : EPOCH 10 - PROGRESS: at 69.74% examples, 175159 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:15:15,304 : INFO : EPOCH 10 - PROGRESS: at 69.84% examples, 175173 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:15:16,344 : INFO : EPOCH 10 - PROGRESS: at 69.94% examples, 175162 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:17,363 : INFO : EPOCH 10 - PROGRESS: at 70.04% examples, 175171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:18,402 : INFO : EPOCH 10 - PROGRESS: at 70.14% examples, 175171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:19,456 : INFO : EPOCH 10 - PROGRESS: at 70.24% examples, 175159 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:20,463 : INFO : EPOCH 10 - PROGRESS: at 70.34% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:21,481 : INFO : EPOCH 10 - PROGRESS: at 70.43% examples, 175168 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:22,492 : INFO : EPOCH 10 - PROGRESS: at 70.53% examples, 175169 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:23,494 : INFO : EPOCH 10 - PROGRESS: at 70.63% examples, 175171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:24,552 : INFO : EPOCH 10 - PROGRESS: at 70.73% examples, 175163 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:25,556 : INFO : EPOCH 10 - PROGRESS: at 70.84% examples, 175172 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:26,605 : INFO : EPOCH 10 - PROGRESS: at 70.93% examples, 175167 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:27,726 : INFO : EPOCH 10 - PROGRESS: at 71.04% examples, 175163 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:15:28,729 : INFO : EPOCH 10 - PROGRESS: at 71.14% examples, 175175 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:29,748 : INFO : EPOCH 10 - PROGRESS: at 71.24% examples, 175174 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:30,751 : INFO : EPOCH 10 - PROGRESS: at 71.32% examples, 175169 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:31,752 : INFO : EPOCH 10 - PROGRESS: at 71.41% examples, 175174 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:32,790 : INFO : EPOCH 10 - PROGRESS: at 71.51% examples, 175175 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:33,794 : INFO : EPOCH 10 - PROGRESS: at 71.61% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:34,840 : INFO : EPOCH 10 - PROGRESS: at 71.72% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:35,928 : INFO : EPOCH 10 - PROGRESS: at 71.84% examples, 175171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:36,977 : INFO : EPOCH 10 - PROGRESS: at 71.93% examples, 175174 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:38,019 : INFO : EPOCH 10 - PROGRESS: at 72.03% examples, 175174 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:39,041 : INFO : EPOCH 10 - PROGRESS: at 72.12% examples, 175177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:40,050 : INFO : EPOCH 10 - PROGRESS: at 72.21% examples, 175169 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:41,064 : INFO : EPOCH 10 - PROGRESS: at 72.32% examples, 175172 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:42,145 : INFO : EPOCH 10 - PROGRESS: at 72.41% examples, 175170 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:15:43,236 : INFO : EPOCH 10 - PROGRESS: at 72.51% examples, 175171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:44,239 : INFO : EPOCH 10 - PROGRESS: at 72.60% examples, 175180 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:45,273 : INFO : EPOCH 10 - PROGRESS: at 72.69% examples, 175169 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:46,287 : INFO : EPOCH 10 - PROGRESS: at 72.77% examples, 175177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:47,330 : INFO : EPOCH 10 - PROGRESS: at 72.85% examples, 175163 words/s, in_qsize 5, out_qsize 2
2020-07-16 21:15:48,400 : INFO : EPOCH 10 - PROGRESS: at 72.96% examples, 175168 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:49,412 : INFO : EPOCH 10 - PROGRESS: at 73.06% examples, 175172 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:50,429 : INFO : EPOCH 10 - PROGRESS: at 73.14% examples, 175182 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:51,476 : INFO : EPOCH 10 - PROGRESS: at 73.26% examples, 175173 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:52,481 : INFO : EPOCH 10 - PROGRESS: at 73.35% examples, 175174 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:53,524 : INFO : EPOCH 10 - PROGRESS: at 73.44% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:54,547 : INFO : EPOCH 10 - PROGRESS: at 73.52% examples, 175169 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:55,560 : INFO : EPOCH 10 - PROGRESS: at 73.62% examples, 175179 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:56,591 : INFO : EPOCH 10 - PROGRESS: at 73.73% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:57,593 : INFO : EPOCH 10 - PROGRESS: at 73.82% examples, 175187 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:58,596 : INFO : EPOCH 10 - PROGRESS: at 73.91% examples, 175175 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:15:59,624 : INFO : EPOCH 10 - PROGRESS: at 74.01% examples, 175170 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:00,642 : INFO : EPOCH 10 - PROGRESS: at 74.10% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:01,687 : INFO : EPOCH 10 - PROGRESS: at 74.22% examples, 175165 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:02,725 : INFO : EPOCH 10 - PROGRESS: at 74.31% examples, 175167 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:03,729 : INFO : EPOCH 10 - PROGRESS: at 74.41% examples, 175163 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:04,755 : INFO : EPOCH 10 - PROGRESS: at 74.50% examples, 175165 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:05,763 : INFO : EPOCH 10 - PROGRESS: at 74.58% examples, 175158 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:06,798 : INFO : EPOCH 10 - PROGRESS: at 74.68% examples, 175161 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:07,850 : INFO : EPOCH 10 - PROGRESS: at 74.78% examples, 175159 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:08,863 : INFO : EPOCH 10 - PROGRESS: at 74.87% examples, 175161 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:09,882 : INFO : EPOCH 10 - PROGRESS: at 74.97% examples, 175171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:10,921 : INFO : EPOCH 10 - PROGRESS: at 75.08% examples, 175168 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:11,989 : INFO : EPOCH 10 - PROGRESS: at 75.19% examples, 175157 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:13,073 : INFO : EPOCH 10 - PROGRESS: at 75.29% examples, 175161 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:16:14,076 : INFO : EPOCH 10 - PROGRESS: at 75.38% examples, 175181 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:16:15,089 : INFO : EPOCH 10 - PROGRESS: at 75.49% examples, 175183 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:16,108 : INFO : EPOCH 10 - PROGRESS: at 75.59% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:17,141 : INFO : EPOCH 10 - PROGRESS: at 75.69% examples, 175177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:18,159 : INFO : EPOCH 10 - PROGRESS: at 75.80% examples, 175181 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:19,221 : INFO : EPOCH 10 - PROGRESS: at 75.89% examples, 175175 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:16:20,236 : INFO : EPOCH 10 - PROGRESS: at 75.99% examples, 175185 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:21,237 : INFO : EPOCH 10 - PROGRESS: at 76.08% examples, 175182 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:16:22,286 : INFO : EPOCH 10 - PROGRESS: at 76.18% examples, 175174 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:16:23,303 : INFO : EPOCH 10 - PROGRESS: at 76.28% examples, 175183 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:16:24,328 : INFO : EPOCH 10 - PROGRESS: at 76.36% examples, 175175 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:25,347 : INFO : EPOCH 10 - PROGRESS: at 76.45% examples, 175185 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:16:26,371 : INFO : EPOCH 10 - PROGRESS: at 76.54% examples, 175175 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:27,381 : INFO : EPOCH 10 - PROGRESS: at 76.64% examples, 175182 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:28,401 : INFO : EPOCH 10 - PROGRESS: at 76.74% examples, 175172 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:29,401 : INFO : EPOCH 10 - PROGRESS: at 76.85% examples, 175188 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:16:30,436 : INFO : EPOCH 10 - PROGRESS: at 76.92% examples, 175178 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:31,438 : INFO : EPOCH 10 - PROGRESS: at 77.01% examples, 175185 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:32,485 : INFO : EPOCH 10 - PROGRESS: at 77.11% examples, 175177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:33,522 : INFO : EPOCH 10 - PROGRESS: at 77.22% examples, 175178 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:34,570 : INFO : EPOCH 10 - PROGRESS: at 77.31% examples, 175182 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:16:35,573 : INFO : EPOCH 10 - PROGRESS: at 77.43% examples, 175198 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:36,655 : INFO : EPOCH 10 - PROGRESS: at 77.52% examples, 175182 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:37,675 : INFO : EPOCH 10 - PROGRESS: at 77.59% examples, 175188 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:16:38,693 : INFO : EPOCH 10 - PROGRESS: at 77.69% examples, 175182 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:16:39,733 : INFO : EPOCH 10 - PROGRESS: at 77.78% examples, 175182 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:40,778 : INFO : EPOCH 10 - PROGRESS: at 77.88% examples, 175180 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:41,811 : INFO : EPOCH 10 - PROGRESS: at 77.99% examples, 175182 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:42,872 : INFO : EPOCH 10 - PROGRESS: at 78.09% examples, 175182 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:43,926 : INFO : EPOCH 10 - PROGRESS: at 78.17% examples, 175179 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:44,985 : INFO : EPOCH 10 - PROGRESS: at 78.29% examples, 175184 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:16:46,016 : INFO : EPOCH 10 - PROGRESS: at 78.38% examples, 175171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:47,020 : INFO : EPOCH 10 - PROGRESS: at 78.47% examples, 175187 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:48,035 : INFO : EPOCH 10 - PROGRESS: at 78.54% examples, 175192 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:49,054 : INFO : EPOCH 10 - PROGRESS: at 78.65% examples, 175193 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:16:50,106 : INFO : EPOCH 10 - PROGRESS: at 78.75% examples, 175185 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:51,167 : INFO : EPOCH 10 - PROGRESS: at 78.83% examples, 175186 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:52,203 : INFO : EPOCH 10 - PROGRESS: at 78.93% examples, 175186 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:53,268 : INFO : EPOCH 10 - PROGRESS: at 79.01% examples, 175183 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:54,282 : INFO : EPOCH 10 - PROGRESS: at 79.11% examples, 175191 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:55,312 : INFO : EPOCH 10 - PROGRESS: at 79.21% examples, 175186 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:56,369 : INFO : EPOCH 10 - PROGRESS: at 79.31% examples, 175188 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:57,409 : INFO : EPOCH 10 - PROGRESS: at 79.42% examples, 175193 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:16:58,439 : INFO : EPOCH 10 - PROGRESS: at 79.52% examples, 175187 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:16:59,515 : INFO : EPOCH 10 - PROGRESS: at 79.61% examples, 175181 words/s, in_qsize 6, out_qsize 2
2020-07-16 21:17:00,520 : INFO : EPOCH 10 - PROGRESS: at 79.71% examples, 175187 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:01,543 : INFO : EPOCH 10 - PROGRESS: at 79.80% examples, 175189 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:02,580 : INFO : EPOCH 10 - PROGRESS: at 79.91% examples, 175188 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:17:03,615 : INFO : EPOCH 10 - PROGRESS: at 80.01% examples, 175185 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:04,676 : INFO : EPOCH 10 - PROGRESS: at 80.11% examples, 175195 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:05,685 : INFO : EPOCH 10 - PROGRESS: at 80.20% examples, 175187 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:17:06,741 : INFO : EPOCH 10 - PROGRESS: at 80.30% examples, 175189 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:07,752 : INFO : EPOCH 10 - PROGRESS: at 80.39% examples, 175193 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:08,781 : INFO : EPOCH 10 - PROGRESS: at 80.49% examples, 175190 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:09,801 : INFO : EPOCH 10 - PROGRESS: at 80.58% examples, 175186 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:10,806 : INFO : EPOCH 10 - PROGRESS: at 80.67% examples, 175189 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:11,845 : INFO : EPOCH 10 - PROGRESS: at 80.77% examples, 175184 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:12,870 : INFO : EPOCH 10 - PROGRESS: at 80.89% examples, 175189 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:13,908 : INFO : EPOCH 10 - PROGRESS: at 80.98% examples, 175188 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:14,954 : INFO : EPOCH 10 - PROGRESS: at 81.10% examples, 175183 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:15,958 : INFO : EPOCH 10 - PROGRESS: at 81.19% examples, 175178 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:17,008 : INFO : EPOCH 10 - PROGRESS: at 81.29% examples, 175177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:18,028 : INFO : EPOCH 10 - PROGRESS: at 81.38% examples, 175181 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:19,040 : INFO : EPOCH 10 - PROGRESS: at 81.46% examples, 175182 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:20,048 : INFO : EPOCH 10 - PROGRESS: at 81.55% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:21,136 : INFO : EPOCH 10 - PROGRESS: at 81.67% examples, 175171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:22,174 : INFO : EPOCH 10 - PROGRESS: at 81.76% examples, 175178 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:17:23,216 : INFO : EPOCH 10 - PROGRESS: at 81.86% examples, 175182 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:24,233 : INFO : EPOCH 10 - PROGRESS: at 81.95% examples, 175190 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:17:25,270 : INFO : EPOCH 10 - PROGRESS: at 82.06% examples, 175192 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:26,281 : INFO : EPOCH 10 - PROGRESS: at 82.13% examples, 175191 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:17:27,319 : INFO : EPOCH 10 - PROGRESS: at 82.22% examples, 175199 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:28,324 : INFO : EPOCH 10 - PROGRESS: at 82.32% examples, 175191 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:17:29,328 : INFO : EPOCH 10 - PROGRESS: at 82.42% examples, 175199 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:30,357 : INFO : EPOCH 10 - PROGRESS: at 82.53% examples, 175197 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:31,370 : INFO : EPOCH 10 - PROGRESS: at 82.63% examples, 175198 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:32,372 : INFO : EPOCH 10 - PROGRESS: at 82.73% examples, 175205 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:33,400 : INFO : EPOCH 10 - PROGRESS: at 82.82% examples, 175205 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:34,504 : INFO : EPOCH 10 - PROGRESS: at 82.92% examples, 175192 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:35,545 : INFO : EPOCH 10 - PROGRESS: at 83.02% examples, 175203 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:36,576 : INFO : EPOCH 10 - PROGRESS: at 83.12% examples, 175196 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:37,599 : INFO : EPOCH 10 - PROGRESS: at 83.22% examples, 175197 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:38,600 : INFO : EPOCH 10 - PROGRESS: at 83.32% examples, 175200 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:39,613 : INFO : EPOCH 10 - PROGRESS: at 83.41% examples, 175200 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:17:40,627 : INFO : EPOCH 10 - PROGRESS: at 83.49% examples, 175189 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:41,643 : INFO : EPOCH 10 - PROGRESS: at 83.57% examples, 175200 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:42,690 : INFO : EPOCH 10 - PROGRESS: at 83.67% examples, 175198 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:43,718 : INFO : EPOCH 10 - PROGRESS: at 83.77% examples, 175201 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:44,845 : INFO : EPOCH 10 - PROGRESS: at 83.88% examples, 175194 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:45,863 : INFO : EPOCH 10 - PROGRESS: at 83.98% examples, 175197 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:46,991 : INFO : EPOCH 10 - PROGRESS: at 84.09% examples, 175192 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:48,023 : INFO : EPOCH 10 - PROGRESS: at 84.18% examples, 175198 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:49,042 : INFO : EPOCH 10 - PROGRESS: at 84.28% examples, 175196 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:50,067 : INFO : EPOCH 10 - PROGRESS: at 84.38% examples, 175200 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:51,096 : INFO : EPOCH 10 - PROGRESS: at 84.47% examples, 175202 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:52,212 : INFO : EPOCH 10 - PROGRESS: at 84.56% examples, 175193 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:53,225 : INFO : EPOCH 10 - PROGRESS: at 84.66% examples, 175203 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:54,229 : INFO : EPOCH 10 - PROGRESS: at 84.75% examples, 175192 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:17:55,289 : INFO : EPOCH 10 - PROGRESS: at 84.86% examples, 175191 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:17:56,322 : INFO : EPOCH 10 - PROGRESS: at 84.96% examples, 175203 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:57,381 : INFO : EPOCH 10 - PROGRESS: at 85.06% examples, 175204 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:58,419 : INFO : EPOCH 10 - PROGRESS: at 85.15% examples, 175200 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:17:59,453 : INFO : EPOCH 10 - PROGRESS: at 85.24% examples, 175208 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:00,482 : INFO : EPOCH 10 - PROGRESS: at 85.33% examples, 175208 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:01,554 : INFO : EPOCH 10 - PROGRESS: at 85.44% examples, 175207 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:18:02,601 : INFO : EPOCH 10 - PROGRESS: at 85.53% examples, 175202 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:18:03,620 : INFO : EPOCH 10 - PROGRESS: at 85.64% examples, 175204 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:04,657 : INFO : EPOCH 10 - PROGRESS: at 85.74% examples, 175213 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:05,685 : INFO : EPOCH 10 - PROGRESS: at 85.84% examples, 175207 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:06,697 : INFO : EPOCH 10 - PROGRESS: at 85.94% examples, 175211 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:07,697 : INFO : EPOCH 10 - PROGRESS: at 86.03% examples, 175212 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:08,727 : INFO : EPOCH 10 - PROGRESS: at 86.13% examples, 175211 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:09,745 : INFO : EPOCH 10 - PROGRESS: at 86.22% examples, 175201 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:10,837 : INFO : EPOCH 10 - PROGRESS: at 86.33% examples, 175204 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:11,859 : INFO : EPOCH 10 - PROGRESS: at 86.43% examples, 175209 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:12,887 : INFO : EPOCH 10 - PROGRESS: at 86.51% examples, 175202 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:13,888 : INFO : EPOCH 10 - PROGRESS: at 86.61% examples, 175208 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:14,909 : INFO : EPOCH 10 - PROGRESS: at 86.70% examples, 175210 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:15,983 : INFO : EPOCH 10 - PROGRESS: at 86.80% examples, 175199 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:16,995 : INFO : EPOCH 10 - PROGRESS: at 86.89% examples, 175201 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:18,057 : INFO : EPOCH 10 - PROGRESS: at 86.99% examples, 175194 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:19,059 : INFO : EPOCH 10 - PROGRESS: at 87.08% examples, 175194 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:18:20,069 : INFO : EPOCH 10 - PROGRESS: at 87.18% examples, 175199 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:21,080 : INFO : EPOCH 10 - PROGRESS: at 87.29% examples, 175208 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:22,135 : INFO : EPOCH 10 - PROGRESS: at 87.39% examples, 175208 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:23,137 : INFO : EPOCH 10 - PROGRESS: at 87.49% examples, 175213 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:24,152 : INFO : EPOCH 10 - PROGRESS: at 87.58% examples, 175216 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:25,166 : INFO : EPOCH 10 - PROGRESS: at 87.68% examples, 175213 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:26,213 : INFO : EPOCH 10 - PROGRESS: at 87.78% examples, 175212 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:27,217 : INFO : EPOCH 10 - PROGRESS: at 87.88% examples, 175221 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:28,263 : INFO : EPOCH 10 - PROGRESS: at 87.98% examples, 175218 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:29,286 : INFO : EPOCH 10 - PROGRESS: at 88.08% examples, 175213 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:30,317 : INFO : EPOCH 10 - PROGRESS: at 88.18% examples, 175220 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:31,371 : INFO : EPOCH 10 - PROGRESS: at 88.27% examples, 175218 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:32,374 : INFO : EPOCH 10 - PROGRESS: at 88.36% examples, 175214 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:18:33,390 : INFO : EPOCH 10 - PROGRESS: at 88.48% examples, 175220 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:34,453 : INFO : EPOCH 10 - PROGRESS: at 88.58% examples, 175224 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:35,483 : INFO : EPOCH 10 - PROGRESS: at 88.67% examples, 175219 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:36,522 : INFO : EPOCH 10 - PROGRESS: at 88.77% examples, 175233 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:37,530 : INFO : EPOCH 10 - PROGRESS: at 88.88% examples, 175228 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:38,545 : INFO : EPOCH 10 - PROGRESS: at 88.97% examples, 175239 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:39,549 : INFO : EPOCH 10 - PROGRESS: at 89.06% examples, 175245 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:40,562 : INFO : EPOCH 10 - PROGRESS: at 89.16% examples, 175247 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:41,631 : INFO : EPOCH 10 - PROGRESS: at 89.25% examples, 175243 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:42,681 : INFO : EPOCH 10 - PROGRESS: at 89.33% examples, 175240 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:43,745 : INFO : EPOCH 10 - PROGRESS: at 89.43% examples, 175233 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:44,806 : INFO : EPOCH 10 - PROGRESS: at 89.54% examples, 175239 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:45,810 : INFO : EPOCH 10 - PROGRESS: at 89.63% examples, 175238 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:18:46,848 : INFO : EPOCH 10 - PROGRESS: at 89.74% examples, 175247 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:47,856 : INFO : EPOCH 10 - PROGRESS: at 89.83% examples, 175243 words/s, in_qsize 7, out_qsize 1
2020-07-16 21:18:48,862 : INFO : EPOCH 10 - PROGRESS: at 89.93% examples, 175249 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:49,893 : INFO : EPOCH 10 - PROGRESS: at 90.03% examples, 175238 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:50,959 : INFO : EPOCH 10 - PROGRESS: at 90.13% examples, 175240 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:51,998 : INFO : EPOCH 10 - PROGRESS: at 90.23% examples, 175234 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:53,052 : INFO : EPOCH 10 - PROGRESS: at 90.32% examples, 175230 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:54,113 : INFO : EPOCH 10 - PROGRESS: at 90.40% examples, 175220 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:55,130 : INFO : EPOCH 10 - PROGRESS: at 90.48% examples, 175226 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:56,178 : INFO : EPOCH 10 - PROGRESS: at 90.57% examples, 175199 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:57,222 : INFO : EPOCH 10 - PROGRESS: at 90.65% examples, 175168 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:58,250 : INFO : EPOCH 10 - PROGRESS: at 90.74% examples, 175144 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:18:59,317 : INFO : EPOCH 10 - PROGRESS: at 90.85% examples, 175145 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:00,319 : INFO : EPOCH 10 - PROGRESS: at 90.94% examples, 175150 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:01,382 : INFO : EPOCH 10 - PROGRESS: at 91.02% examples, 175146 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:19:02,473 : INFO : EPOCH 10 - PROGRESS: at 91.13% examples, 175141 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:03,497 : INFO : EPOCH 10 - PROGRESS: at 91.23% examples, 175154 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:04,524 : INFO : EPOCH 10 - PROGRESS: at 91.33% examples, 175151 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:19:05,531 : INFO : EPOCH 10 - PROGRESS: at 91.43% examples, 175151 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:06,598 : INFO : EPOCH 10 - PROGRESS: at 91.52% examples, 175146 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:07,606 : INFO : EPOCH 10 - PROGRESS: at 91.60% examples, 175155 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:08,623 : INFO : EPOCH 10 - PROGRESS: at 91.70% examples, 175145 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:19:09,625 : INFO : EPOCH 10 - PROGRESS: at 91.79% examples, 175157 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:10,629 : INFO : EPOCH 10 - PROGRESS: at 91.87% examples, 175142 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:11,636 : INFO : EPOCH 10 - PROGRESS: at 91.97% examples, 175142 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:12,669 : INFO : EPOCH 10 - PROGRESS: at 92.05% examples, 175145 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:19:13,701 : INFO : EPOCH 10 - PROGRESS: at 92.15% examples, 175152 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:14,733 : INFO : EPOCH 10 - PROGRESS: at 92.27% examples, 175146 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:15,746 : INFO : EPOCH 10 - PROGRESS: at 92.37% examples, 175152 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:16,757 : INFO : EPOCH 10 - PROGRESS: at 92.46% examples, 175148 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:17,801 : INFO : EPOCH 10 - PROGRESS: at 92.55% examples, 175145 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:19:18,848 : INFO : EPOCH 10 - PROGRESS: at 92.65% examples, 175140 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:19,875 : INFO : EPOCH 10 - PROGRESS: at 92.73% examples, 175140 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:19:20,896 : INFO : EPOCH 10 - PROGRESS: at 92.83% examples, 175149 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:21,924 : INFO : EPOCH 10 - PROGRESS: at 92.91% examples, 175143 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:22,968 : INFO : EPOCH 10 - PROGRESS: at 93.00% examples, 175146 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:24,004 : INFO : EPOCH 10 - PROGRESS: at 93.08% examples, 175146 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:25,024 : INFO : EPOCH 10 - PROGRESS: at 93.16% examples, 175151 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:26,058 : INFO : EPOCH 10 - PROGRESS: at 93.24% examples, 175140 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:19:27,089 : INFO : EPOCH 10 - PROGRESS: at 93.34% examples, 175139 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:28,104 : INFO : EPOCH 10 - PROGRESS: at 93.45% examples, 175147 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:29,135 : INFO : EPOCH 10 - PROGRESS: at 93.55% examples, 175150 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:30,155 : INFO : EPOCH 10 - PROGRESS: at 93.63% examples, 175148 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:31,199 : INFO : EPOCH 10 - PROGRESS: at 93.73% examples, 175148 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:32,244 : INFO : EPOCH 10 - PROGRESS: at 93.84% examples, 175150 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:33,337 : INFO : EPOCH 10 - PROGRESS: at 93.92% examples, 175144 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:34,359 : INFO : EPOCH 10 - PROGRESS: at 94.01% examples, 175143 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:35,418 : INFO : EPOCH 10 - PROGRESS: at 94.13% examples, 175149 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:36,482 : INFO : EPOCH 10 - PROGRESS: at 94.23% examples, 175151 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:37,497 : INFO : EPOCH 10 - PROGRESS: at 94.31% examples, 175149 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:38,507 : INFO : EPOCH 10 - PROGRESS: at 94.42% examples, 175155 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:39,511 : INFO : EPOCH 10 - PROGRESS: at 94.51% examples, 175154 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:40,525 : INFO : EPOCH 10 - PROGRESS: at 94.62% examples, 175157 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:41,577 : INFO : EPOCH 10 - PROGRESS: at 94.71% examples, 175153 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:19:42,623 : INFO : EPOCH 10 - PROGRESS: at 94.81% examples, 175155 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:43,624 : INFO : EPOCH 10 - PROGRESS: at 94.91% examples, 175153 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:44,655 : INFO : EPOCH 10 - PROGRESS: at 95.01% examples, 175161 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:45,682 : INFO : EPOCH 10 - PROGRESS: at 95.08% examples, 175157 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:46,701 : INFO : EPOCH 10 - PROGRESS: at 95.19% examples, 175156 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:19:47,785 : INFO : EPOCH 10 - PROGRESS: at 95.28% examples, 175156 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:48,801 : INFO : EPOCH 10 - PROGRESS: at 95.35% examples, 175154 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:49,810 : INFO : EPOCH 10 - PROGRESS: at 95.46% examples, 175154 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:50,828 : INFO : EPOCH 10 - PROGRESS: at 95.54% examples, 175158 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:51,853 : INFO : EPOCH 10 - PROGRESS: at 95.64% examples, 175165 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:52,872 : INFO : EPOCH 10 - PROGRESS: at 95.74% examples, 175168 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:53,874 : INFO : EPOCH 10 - PROGRESS: at 95.81% examples, 175166 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:54,900 : INFO : EPOCH 10 - PROGRESS: at 95.92% examples, 175172 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:19:55,917 : INFO : EPOCH 10 - PROGRESS: at 96.01% examples, 175175 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:56,924 : INFO : EPOCH 10 - PROGRESS: at 96.12% examples, 175169 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:57,970 : INFO : EPOCH 10 - PROGRESS: at 96.21% examples, 175163 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:19:59,038 : INFO : EPOCH 10 - PROGRESS: at 96.30% examples, 175165 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:00,052 : INFO : EPOCH 10 - PROGRESS: at 96.39% examples, 175162 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:01,080 : INFO : EPOCH 10 - PROGRESS: at 96.49% examples, 175175 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:02,100 : INFO : EPOCH 10 - PROGRESS: at 96.59% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:03,161 : INFO : EPOCH 10 - PROGRESS: at 96.68% examples, 175165 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:20:04,183 : INFO : EPOCH 10 - PROGRESS: at 96.78% examples, 175177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:05,202 : INFO : EPOCH 10 - PROGRESS: at 96.87% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:06,257 : INFO : EPOCH 10 - PROGRESS: at 96.96% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:07,271 : INFO : EPOCH 10 - PROGRESS: at 97.05% examples, 175178 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:08,281 : INFO : EPOCH 10 - PROGRESS: at 97.14% examples, 175180 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:09,296 : INFO : EPOCH 10 - PROGRESS: at 97.25% examples, 175181 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:10,317 : INFO : EPOCH 10 - PROGRESS: at 97.34% examples, 175181 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:20:11,347 : INFO : EPOCH 10 - PROGRESS: at 97.44% examples, 175178 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:12,360 : INFO : EPOCH 10 - PROGRESS: at 97.54% examples, 175184 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:13,473 : INFO : EPOCH 10 - PROGRESS: at 97.66% examples, 175174 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:14,538 : INFO : EPOCH 10 - PROGRESS: at 97.78% examples, 175169 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:15,541 : INFO : EPOCH 10 - PROGRESS: at 97.88% examples, 175175 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:16,592 : INFO : EPOCH 10 - PROGRESS: at 97.98% examples, 175171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:17,617 : INFO : EPOCH 10 - PROGRESS: at 98.08% examples, 175178 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:20:18,669 : INFO : EPOCH 10 - PROGRESS: at 98.19% examples, 175172 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:19,676 : INFO : EPOCH 10 - PROGRESS: at 98.27% examples, 175180 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:20,715 : INFO : EPOCH 10 - PROGRESS: at 98.36% examples, 175178 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:20:21,741 : INFO : EPOCH 10 - PROGRESS: at 98.45% examples, 175172 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:22,835 : INFO : EPOCH 10 - PROGRESS: at 98.57% examples, 175174 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:23,843 : INFO : EPOCH 10 - PROGRESS: at 98.65% examples, 175174 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:24,861 : INFO : EPOCH 10 - PROGRESS: at 98.74% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:25,957 : INFO : EPOCH 10 - PROGRESS: at 98.84% examples, 175163 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:20:26,996 : INFO : EPOCH 10 - PROGRESS: at 98.93% examples, 175161 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:28,044 : INFO : EPOCH 10 - PROGRESS: at 99.04% examples, 175164 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:20:29,047 : INFO : EPOCH 10 - PROGRESS: at 99.14% examples, 175165 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:30,121 : INFO : EPOCH 10 - PROGRESS: at 99.23% examples, 175166 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:31,127 : INFO : EPOCH 10 - PROGRESS: at 99.34% examples, 175174 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:32,203 : INFO : EPOCH 10 - PROGRESS: at 99.43% examples, 175165 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:20:33,241 : INFO : EPOCH 10 - PROGRESS: at 99.52% examples, 175169 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:34,248 : INFO : EPOCH 10 - PROGRESS: at 99.61% examples, 175172 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:35,279 : INFO : EPOCH 10 - PROGRESS: at 99.72% examples, 175175 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:36,291 : INFO : EPOCH 10 - PROGRESS: at 99.81% examples, 175178 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:37,304 : INFO : EPOCH 10 - PROGRESS: at 99.90% examples, 175176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:38,329 : INFO : EPOCH 10 - PROGRESS: at 99.99% examples, 175182 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:38,518 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 21:20:38,521 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 21:20:38,541 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 21:20:38,545 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 21:20:38,546 : INFO : EPOCH - 10 : training on 247361374 raw words (187350635 effective words) took 1069.4s, 175190 effective words/s
2020-07-16 21:20:39,574 : INFO : EPOCH 11 - PROGRESS: at 0.10% examples, 167706 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:40,658 : INFO : EPOCH 11 - PROGRESS: at 0.19% examples, 167944 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:41,658 : INFO : EPOCH 11 - PROGRESS: at 0.29% examples, 170195 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:42,674 : INFO : EPOCH 11 - PROGRESS: at 0.38% examples, 170886 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:20:43,694 : INFO : EPOCH 11 - PROGRESS: at 0.48% examples, 174754 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:44,723 : INFO : EPOCH 11 - PROGRESS: at 0.59% examples, 174085 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:45,729 : INFO : EPOCH 11 - PROGRESS: at 0.69% examples, 173482 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:20:46,739 : INFO : EPOCH 11 - PROGRESS: at 0.79% examples, 174646 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:47,742 : INFO : EPOCH 11 - PROGRESS: at 0.89% examples, 174679 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:48,776 : INFO : EPOCH 11 - PROGRESS: at 0.99% examples, 173917 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:49,817 : INFO : EPOCH 11 - PROGRESS: at 1.07% examples, 174269 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:50,839 : INFO : EPOCH 11 - PROGRESS: at 1.17% examples, 174247 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:51,857 : INFO : EPOCH 11 - PROGRESS: at 1.26% examples, 174140 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:52,879 : INFO : EPOCH 11 - PROGRESS: at 1.36% examples, 174243 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:53,916 : INFO : EPOCH 11 - PROGRESS: at 1.47% examples, 174424 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:55,003 : INFO : EPOCH 11 - PROGRESS: at 1.56% examples, 174428 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:56,011 : INFO : EPOCH 11 - PROGRESS: at 1.65% examples, 174443 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:57,037 : INFO : EPOCH 11 - PROGRESS: at 1.75% examples, 174974 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:20:58,065 : INFO : EPOCH 11 - PROGRESS: at 1.85% examples, 175062 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:20:59,185 : INFO : EPOCH 11 - PROGRESS: at 1.95% examples, 174484 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:00,284 : INFO : EPOCH 11 - PROGRESS: at 2.06% examples, 174626 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:01,295 : INFO : EPOCH 11 - PROGRESS: at 2.16% examples, 174745 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:02,306 : INFO : EPOCH 11 - PROGRESS: at 2.26% examples, 174872 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:03,312 : INFO : EPOCH 11 - PROGRESS: at 2.35% examples, 175152 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:21:04,395 : INFO : EPOCH 11 - PROGRESS: at 2.44% examples, 174695 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:05,441 : INFO : EPOCH 11 - PROGRESS: at 2.55% examples, 174850 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:06,446 : INFO : EPOCH 11 - PROGRESS: at 2.64% examples, 175173 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:07,473 : INFO : EPOCH 11 - PROGRESS: at 2.71% examples, 174993 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:08,482 : INFO : EPOCH 11 - PROGRESS: at 2.80% examples, 175425 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:09,492 : INFO : EPOCH 11 - PROGRESS: at 2.88% examples, 175073 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:10,530 : INFO : EPOCH 11 - PROGRESS: at 2.97% examples, 175118 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:11,541 : INFO : EPOCH 11 - PROGRESS: at 3.05% examples, 175004 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:12,565 : INFO : EPOCH 11 - PROGRESS: at 3.17% examples, 175102 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:13,595 : INFO : EPOCH 11 - PROGRESS: at 3.25% examples, 175138 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:21:14,610 : INFO : EPOCH 11 - PROGRESS: at 3.37% examples, 175352 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:15,620 : INFO : EPOCH 11 - PROGRESS: at 3.47% examples, 175259 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:16,664 : INFO : EPOCH 11 - PROGRESS: at 3.55% examples, 175388 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:17,752 : INFO : EPOCH 11 - PROGRESS: at 3.66% examples, 175125 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:18,860 : INFO : EPOCH 11 - PROGRESS: at 3.77% examples, 175223 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:19,885 : INFO : EPOCH 11 - PROGRESS: at 3.87% examples, 175378 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:20,912 : INFO : EPOCH 11 - PROGRESS: at 3.96% examples, 175118 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:21,916 : INFO : EPOCH 11 - PROGRESS: at 4.07% examples, 175502 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:22,936 : INFO : EPOCH 11 - PROGRESS: at 4.17% examples, 175453 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:23,990 : INFO : EPOCH 11 - PROGRESS: at 4.26% examples, 175367 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:25,010 : INFO : EPOCH 11 - PROGRESS: at 4.35% examples, 175207 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:26,021 : INFO : EPOCH 11 - PROGRESS: at 4.45% examples, 175463 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:27,031 : INFO : EPOCH 11 - PROGRESS: at 4.56% examples, 175563 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:28,073 : INFO : EPOCH 11 - PROGRESS: at 4.64% examples, 175445 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:21:29,126 : INFO : EPOCH 11 - PROGRESS: at 4.75% examples, 175500 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:30,132 : INFO : EPOCH 11 - PROGRESS: at 4.85% examples, 175496 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:31,141 : INFO : EPOCH 11 - PROGRESS: at 4.95% examples, 175515 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:32,162 : INFO : EPOCH 11 - PROGRESS: at 5.05% examples, 175412 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:33,222 : INFO : EPOCH 11 - PROGRESS: at 5.16% examples, 175478 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:34,254 : INFO : EPOCH 11 - PROGRESS: at 5.26% examples, 175527 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:35,284 : INFO : EPOCH 11 - PROGRESS: at 5.35% examples, 175577 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:36,286 : INFO : EPOCH 11 - PROGRESS: at 5.46% examples, 175619 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:37,328 : INFO : EPOCH 11 - PROGRESS: at 5.55% examples, 175631 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:38,350 : INFO : EPOCH 11 - PROGRESS: at 5.65% examples, 175586 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:39,362 : INFO : EPOCH 11 - PROGRESS: at 5.75% examples, 175657 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:40,363 : INFO : EPOCH 11 - PROGRESS: at 5.84% examples, 175724 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:41,366 : INFO : EPOCH 11 - PROGRESS: at 5.92% examples, 175636 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:21:42,372 : INFO : EPOCH 11 - PROGRESS: at 6.02% examples, 175537 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:43,395 : INFO : EPOCH 11 - PROGRESS: at 6.12% examples, 175497 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:44,405 : INFO : EPOCH 11 - PROGRESS: at 6.21% examples, 175566 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:45,409 : INFO : EPOCH 11 - PROGRESS: at 6.31% examples, 175565 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:46,445 : INFO : EPOCH 11 - PROGRESS: at 6.40% examples, 175512 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:47,464 : INFO : EPOCH 11 - PROGRESS: at 6.50% examples, 175658 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:48,470 : INFO : EPOCH 11 - PROGRESS: at 6.57% examples, 175523 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:49,501 : INFO : EPOCH 11 - PROGRESS: at 6.67% examples, 175628 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:50,559 : INFO : EPOCH 11 - PROGRESS: at 6.76% examples, 175597 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:51,621 : INFO : EPOCH 11 - PROGRESS: at 6.87% examples, 175538 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:52,624 : INFO : EPOCH 11 - PROGRESS: at 6.96% examples, 175684 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:53,626 : INFO : EPOCH 11 - PROGRESS: at 7.06% examples, 175613 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:54,649 : INFO : EPOCH 11 - PROGRESS: at 7.14% examples, 175585 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:55,665 : INFO : EPOCH 11 - PROGRESS: at 7.24% examples, 175637 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:56,666 : INFO : EPOCH 11 - PROGRESS: at 7.33% examples, 175626 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:57,681 : INFO : EPOCH 11 - PROGRESS: at 7.42% examples, 175631 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:58,686 : INFO : EPOCH 11 - PROGRESS: at 7.52% examples, 175658 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:21:59,753 : INFO : EPOCH 11 - PROGRESS: at 7.62% examples, 175645 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:00,757 : INFO : EPOCH 11 - PROGRESS: at 7.70% examples, 175619 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:22:01,817 : INFO : EPOCH 11 - PROGRESS: at 7.80% examples, 175577 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:22:02,851 : INFO : EPOCH 11 - PROGRESS: at 7.89% examples, 175648 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:03,872 : INFO : EPOCH 11 - PROGRESS: at 7.99% examples, 175687 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:04,891 : INFO : EPOCH 11 - PROGRESS: at 8.09% examples, 175664 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:22:05,905 : INFO : EPOCH 11 - PROGRESS: at 8.17% examples, 175697 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:22:06,958 : INFO : EPOCH 11 - PROGRESS: at 8.27% examples, 175598 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:22:07,980 : INFO : EPOCH 11 - PROGRESS: at 8.36% examples, 175743 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:08,986 : INFO : EPOCH 11 - PROGRESS: at 8.46% examples, 175739 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:09,991 : INFO : EPOCH 11 - PROGRESS: at 8.56% examples, 175807 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:10,999 : INFO : EPOCH 11 - PROGRESS: at 8.68% examples, 175784 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:12,001 : INFO : EPOCH 11 - PROGRESS: at 8.78% examples, 175766 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:13,010 : INFO : EPOCH 11 - PROGRESS: at 8.88% examples, 175776 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:14,040 : INFO : EPOCH 11 - PROGRESS: at 8.96% examples, 175772 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:15,091 : INFO : EPOCH 11 - PROGRESS: at 9.05% examples, 175756 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:16,117 : INFO : EPOCH 11 - PROGRESS: at 9.14% examples, 175761 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:22:17,140 : INFO : EPOCH 11 - PROGRESS: at 9.25% examples, 175795 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:18,180 : INFO : EPOCH 11 - PROGRESS: at 9.33% examples, 175765 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:19,215 : INFO : EPOCH 11 - PROGRESS: at 9.44% examples, 175800 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:20,269 : INFO : EPOCH 11 - PROGRESS: at 9.54% examples, 175785 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:21,288 : INFO : EPOCH 11 - PROGRESS: at 9.63% examples, 175757 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:22,311 : INFO : EPOCH 11 - PROGRESS: at 9.72% examples, 175678 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:23,347 : INFO : EPOCH 11 - PROGRESS: at 9.82% examples, 175729 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:24,381 : INFO : EPOCH 11 - PROGRESS: at 9.92% examples, 175706 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:25,406 : INFO : EPOCH 11 - PROGRESS: at 10.02% examples, 175760 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:26,407 : INFO : EPOCH 11 - PROGRESS: at 10.10% examples, 175780 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:27,416 : INFO : EPOCH 11 - PROGRESS: at 10.19% examples, 175766 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:28,416 : INFO : EPOCH 11 - PROGRESS: at 10.26% examples, 175739 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:29,441 : INFO : EPOCH 11 - PROGRESS: at 10.35% examples, 175734 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:30,465 : INFO : EPOCH 11 - PROGRESS: at 10.45% examples, 175688 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:31,469 : INFO : EPOCH 11 - PROGRESS: at 10.56% examples, 175722 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:32,513 : INFO : EPOCH 11 - PROGRESS: at 10.67% examples, 175686 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:33,543 : INFO : EPOCH 11 - PROGRESS: at 10.77% examples, 175652 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:34,547 : INFO : EPOCH 11 - PROGRESS: at 10.86% examples, 175630 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:35,560 : INFO : EPOCH 11 - PROGRESS: at 10.95% examples, 175727 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:36,628 : INFO : EPOCH 11 - PROGRESS: at 11.06% examples, 175668 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:22:37,641 : INFO : EPOCH 11 - PROGRESS: at 11.16% examples, 175770 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:38,674 : INFO : EPOCH 11 - PROGRESS: at 11.26% examples, 175792 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:39,700 : INFO : EPOCH 11 - PROGRESS: at 11.34% examples, 175710 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:40,732 : INFO : EPOCH 11 - PROGRESS: at 11.43% examples, 175706 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:41,773 : INFO : EPOCH 11 - PROGRESS: at 11.52% examples, 175661 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:42,819 : INFO : EPOCH 11 - PROGRESS: at 11.63% examples, 175653 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:43,844 : INFO : EPOCH 11 - PROGRESS: at 11.72% examples, 175626 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:44,846 : INFO : EPOCH 11 - PROGRESS: at 11.82% examples, 175667 words/s, in_qsize 7, out_qsize 1
2020-07-16 21:22:45,934 : INFO : EPOCH 11 - PROGRESS: at 11.92% examples, 175622 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:46,963 : INFO : EPOCH 11 - PROGRESS: at 12.00% examples, 175636 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:48,034 : INFO : EPOCH 11 - PROGRESS: at 12.10% examples, 175556 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:49,081 : INFO : EPOCH 11 - PROGRESS: at 12.20% examples, 175549 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:50,090 : INFO : EPOCH 11 - PROGRESS: at 12.30% examples, 175632 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:51,131 : INFO : EPOCH 11 - PROGRESS: at 12.39% examples, 175634 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:52,132 : INFO : EPOCH 11 - PROGRESS: at 12.49% examples, 175638 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:53,171 : INFO : EPOCH 11 - PROGRESS: at 12.57% examples, 175566 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:22:54,198 : INFO : EPOCH 11 - PROGRESS: at 12.66% examples, 175606 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:55,198 : INFO : EPOCH 11 - PROGRESS: at 12.77% examples, 175688 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:56,242 : INFO : EPOCH 11 - PROGRESS: at 12.86% examples, 175727 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:57,252 : INFO : EPOCH 11 - PROGRESS: at 12.95% examples, 175696 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:58,260 : INFO : EPOCH 11 - PROGRESS: at 13.04% examples, 175704 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:22:59,262 : INFO : EPOCH 11 - PROGRESS: at 13.13% examples, 175687 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:23:00,339 : INFO : EPOCH 11 - PROGRESS: at 13.22% examples, 175624 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:01,439 : INFO : EPOCH 11 - PROGRESS: at 13.33% examples, 175624 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:02,507 : INFO : EPOCH 11 - PROGRESS: at 13.42% examples, 175612 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:03,551 : INFO : EPOCH 11 - PROGRESS: at 13.53% examples, 175674 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:04,573 : INFO : EPOCH 11 - PROGRESS: at 13.62% examples, 175677 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:05,632 : INFO : EPOCH 11 - PROGRESS: at 13.71% examples, 175662 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:06,651 : INFO : EPOCH 11 - PROGRESS: at 13.81% examples, 175668 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:07,671 : INFO : EPOCH 11 - PROGRESS: at 13.90% examples, 175675 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:08,681 : INFO : EPOCH 11 - PROGRESS: at 13.99% examples, 175674 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:09,750 : INFO : EPOCH 11 - PROGRESS: at 14.10% examples, 175625 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:10,754 : INFO : EPOCH 11 - PROGRESS: at 14.21% examples, 175639 words/s, in_qsize 7, out_qsize 1
2020-07-16 21:23:11,795 : INFO : EPOCH 11 - PROGRESS: at 14.31% examples, 175621 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:12,802 : INFO : EPOCH 11 - PROGRESS: at 14.42% examples, 175634 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:13,831 : INFO : EPOCH 11 - PROGRESS: at 14.50% examples, 175600 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:14,846 : INFO : EPOCH 11 - PROGRESS: at 14.61% examples, 175636 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:15,860 : INFO : EPOCH 11 - PROGRESS: at 14.71% examples, 175582 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:16,898 : INFO : EPOCH 11 - PROGRESS: at 14.79% examples, 175571 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:17,939 : INFO : EPOCH 11 - PROGRESS: at 14.87% examples, 175550 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:18,973 : INFO : EPOCH 11 - PROGRESS: at 14.97% examples, 175545 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:19,982 : INFO : EPOCH 11 - PROGRESS: at 15.06% examples, 175573 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:23:20,989 : INFO : EPOCH 11 - PROGRESS: at 15.16% examples, 175533 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:22,013 : INFO : EPOCH 11 - PROGRESS: at 15.25% examples, 175533 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:23,013 : INFO : EPOCH 11 - PROGRESS: at 15.35% examples, 175540 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:24,029 : INFO : EPOCH 11 - PROGRESS: at 15.45% examples, 175538 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:25,068 : INFO : EPOCH 11 - PROGRESS: at 15.54% examples, 175461 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:26,085 : INFO : EPOCH 11 - PROGRESS: at 15.65% examples, 175481 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:23:27,125 : INFO : EPOCH 11 - PROGRESS: at 15.74% examples, 175429 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:28,166 : INFO : EPOCH 11 - PROGRESS: at 15.85% examples, 175368 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:29,199 : INFO : EPOCH 11 - PROGRESS: at 15.92% examples, 175142 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:30,213 : INFO : EPOCH 11 - PROGRESS: at 16.01% examples, 174971 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:31,246 : INFO : EPOCH 11 - PROGRESS: at 16.11% examples, 174975 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:32,298 : INFO : EPOCH 11 - PROGRESS: at 16.20% examples, 174915 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:33,302 : INFO : EPOCH 11 - PROGRESS: at 16.31% examples, 174985 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:34,304 : INFO : EPOCH 11 - PROGRESS: at 16.40% examples, 174930 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:35,332 : INFO : EPOCH 11 - PROGRESS: at 16.52% examples, 174950 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:36,336 : INFO : EPOCH 11 - PROGRESS: at 16.61% examples, 174982 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:37,364 : INFO : EPOCH 11 - PROGRESS: at 16.71% examples, 174961 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:38,392 : INFO : EPOCH 11 - PROGRESS: at 16.80% examples, 174957 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:23:39,398 : INFO : EPOCH 11 - PROGRESS: at 16.89% examples, 174963 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:40,487 : INFO : EPOCH 11 - PROGRESS: at 16.98% examples, 174922 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:41,496 : INFO : EPOCH 11 - PROGRESS: at 17.07% examples, 174985 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:42,506 : INFO : EPOCH 11 - PROGRESS: at 17.16% examples, 174979 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:43,530 : INFO : EPOCH 11 - PROGRESS: at 17.25% examples, 174958 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:23:44,604 : INFO : EPOCH 11 - PROGRESS: at 17.35% examples, 174924 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:45,615 : INFO : EPOCH 11 - PROGRESS: at 17.45% examples, 174933 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:46,616 : INFO : EPOCH 11 - PROGRESS: at 17.55% examples, 174909 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:47,689 : INFO : EPOCH 11 - PROGRESS: at 17.62% examples, 174914 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:23:48,698 : INFO : EPOCH 11 - PROGRESS: at 17.73% examples, 174945 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:49,698 : INFO : EPOCH 11 - PROGRESS: at 17.83% examples, 174923 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:50,802 : INFO : EPOCH 11 - PROGRESS: at 17.93% examples, 174934 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:51,804 : INFO : EPOCH 11 - PROGRESS: at 18.02% examples, 174939 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:52,814 : INFO : EPOCH 11 - PROGRESS: at 18.13% examples, 174983 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:53,849 : INFO : EPOCH 11 - PROGRESS: at 18.20% examples, 174957 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:23:54,853 : INFO : EPOCH 11 - PROGRESS: at 18.28% examples, 174971 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:23:55,865 : INFO : EPOCH 11 - PROGRESS: at 18.38% examples, 174996 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:56,913 : INFO : EPOCH 11 - PROGRESS: at 18.47% examples, 174960 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:23:57,925 : INFO : EPOCH 11 - PROGRESS: at 18.56% examples, 174963 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:23:58,965 : INFO : EPOCH 11 - PROGRESS: at 18.65% examples, 174940 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:23:59,981 : INFO : EPOCH 11 - PROGRESS: at 18.76% examples, 174972 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:00,983 : INFO : EPOCH 11 - PROGRESS: at 18.84% examples, 174956 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:02,004 : INFO : EPOCH 11 - PROGRESS: at 18.94% examples, 175005 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:03,097 : INFO : EPOCH 11 - PROGRESS: at 19.04% examples, 174963 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:24:04,119 : INFO : EPOCH 11 - PROGRESS: at 19.14% examples, 175004 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:05,188 : INFO : EPOCH 11 - PROGRESS: at 19.24% examples, 174978 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:06,202 : INFO : EPOCH 11 - PROGRESS: at 19.34% examples, 175014 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:07,214 : INFO : EPOCH 11 - PROGRESS: at 19.44% examples, 175013 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:08,236 : INFO : EPOCH 11 - PROGRESS: at 19.55% examples, 175067 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:09,249 : INFO : EPOCH 11 - PROGRESS: at 19.63% examples, 175008 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:24:10,257 : INFO : EPOCH 11 - PROGRESS: at 19.74% examples, 175045 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:11,281 : INFO : EPOCH 11 - PROGRESS: at 19.82% examples, 175012 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:24:12,290 : INFO : EPOCH 11 - PROGRESS: at 19.93% examples, 175036 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:13,365 : INFO : EPOCH 11 - PROGRESS: at 20.04% examples, 174998 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:24:14,429 : INFO : EPOCH 11 - PROGRESS: at 20.16% examples, 175004 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:15,473 : INFO : EPOCH 11 - PROGRESS: at 20.26% examples, 175024 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:24:16,498 : INFO : EPOCH 11 - PROGRESS: at 20.34% examples, 174993 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:17,520 : INFO : EPOCH 11 - PROGRESS: at 20.44% examples, 175018 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:24:18,575 : INFO : EPOCH 11 - PROGRESS: at 20.55% examples, 175022 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:19,617 : INFO : EPOCH 11 - PROGRESS: at 20.66% examples, 175029 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:20,684 : INFO : EPOCH 11 - PROGRESS: at 20.75% examples, 174998 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:21,755 : INFO : EPOCH 11 - PROGRESS: at 20.85% examples, 175032 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:22,788 : INFO : EPOCH 11 - PROGRESS: at 20.97% examples, 175071 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:24:23,891 : INFO : EPOCH 11 - PROGRESS: at 21.06% examples, 175024 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:24:24,909 : INFO : EPOCH 11 - PROGRESS: at 21.16% examples, 175061 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:25,927 : INFO : EPOCH 11 - PROGRESS: at 21.26% examples, 175067 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:27,006 : INFO : EPOCH 11 - PROGRESS: at 21.35% examples, 175026 words/s, in_qsize 7, out_qsize 2
2020-07-16 21:24:28,010 : INFO : EPOCH 11 - PROGRESS: at 21.44% examples, 175064 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:29,011 : INFO : EPOCH 11 - PROGRESS: at 21.55% examples, 175086 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:30,040 : INFO : EPOCH 11 - PROGRESS: at 21.65% examples, 175066 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:31,097 : INFO : EPOCH 11 - PROGRESS: at 21.74% examples, 175033 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:32,124 : INFO : EPOCH 11 - PROGRESS: at 21.86% examples, 175055 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:33,155 : INFO : EPOCH 11 - PROGRESS: at 21.96% examples, 175061 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:24:34,189 : INFO : EPOCH 11 - PROGRESS: at 22.04% examples, 175033 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:35,203 : INFO : EPOCH 11 - PROGRESS: at 22.14% examples, 175047 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:36,239 : INFO : EPOCH 11 - PROGRESS: at 22.23% examples, 175077 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:37,244 : INFO : EPOCH 11 - PROGRESS: at 22.33% examples, 175107 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:24:38,296 : INFO : EPOCH 11 - PROGRESS: at 22.42% examples, 175076 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:39,297 : INFO : EPOCH 11 - PROGRESS: at 22.51% examples, 175089 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:24:40,301 : INFO : EPOCH 11 - PROGRESS: at 22.59% examples, 175091 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:24:41,342 : INFO : EPOCH 11 - PROGRESS: at 22.68% examples, 175061 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:42,409 : INFO : EPOCH 11 - PROGRESS: at 22.78% examples, 175071 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:24:43,531 : INFO : EPOCH 11 - PROGRESS: at 22.89% examples, 175041 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:44,589 : INFO : EPOCH 11 - PROGRESS: at 22.98% examples, 175055 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:24:45,603 : INFO : EPOCH 11 - PROGRESS: at 23.09% examples, 175076 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:46,637 : INFO : EPOCH 11 - PROGRESS: at 23.20% examples, 175085 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:47,657 : INFO : EPOCH 11 - PROGRESS: at 23.29% examples, 175114 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:24:48,657 : INFO : EPOCH 11 - PROGRESS: at 23.38% examples, 175058 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:49,659 : INFO : EPOCH 11 - PROGRESS: at 23.46% examples, 175106 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:50,713 : INFO : EPOCH 11 - PROGRESS: at 23.57% examples, 175065 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:24:51,732 : INFO : EPOCH 11 - PROGRESS: at 23.68% examples, 175095 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:52,748 : INFO : EPOCH 11 - PROGRESS: at 23.76% examples, 175083 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:53,761 : INFO : EPOCH 11 - PROGRESS: at 23.85% examples, 175114 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:54,770 : INFO : EPOCH 11 - PROGRESS: at 23.94% examples, 175108 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:55,783 : INFO : EPOCH 11 - PROGRESS: at 24.03% examples, 175109 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:56,783 : INFO : EPOCH 11 - PROGRESS: at 24.13% examples, 175086 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:24:57,818 : INFO : EPOCH 11 - PROGRESS: at 24.22% examples, 175046 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:24:58,891 : INFO : EPOCH 11 - PROGRESS: at 24.33% examples, 175046 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:24:59,950 : INFO : EPOCH 11 - PROGRESS: at 24.45% examples, 175031 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:00,972 : INFO : EPOCH 11 - PROGRESS: at 24.55% examples, 175036 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:25:02,028 : INFO : EPOCH 11 - PROGRESS: at 24.65% examples, 175051 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:03,085 : INFO : EPOCH 11 - PROGRESS: at 24.74% examples, 175045 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:25:04,109 : INFO : EPOCH 11 - PROGRESS: at 24.85% examples, 175057 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:05,112 : INFO : EPOCH 11 - PROGRESS: at 24.95% examples, 175082 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:06,145 : INFO : EPOCH 11 - PROGRESS: at 25.05% examples, 175060 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:07,147 : INFO : EPOCH 11 - PROGRESS: at 25.16% examples, 175074 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:08,172 : INFO : EPOCH 11 - PROGRESS: at 25.28% examples, 175177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:09,200 : INFO : EPOCH 11 - PROGRESS: at 25.40% examples, 175352 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:10,213 : INFO : EPOCH 11 - PROGRESS: at 25.50% examples, 175532 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:11,219 : INFO : EPOCH 11 - PROGRESS: at 25.61% examples, 175667 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:12,228 : INFO : EPOCH 11 - PROGRESS: at 25.74% examples, 175853 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:13,261 : INFO : EPOCH 11 - PROGRESS: at 25.87% examples, 175987 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:14,318 : INFO : EPOCH 11 - PROGRESS: at 25.99% examples, 176124 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:15,347 : INFO : EPOCH 11 - PROGRESS: at 26.11% examples, 176289 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:16,358 : INFO : EPOCH 11 - PROGRESS: at 26.24% examples, 176468 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:17,358 : INFO : EPOCH 11 - PROGRESS: at 26.36% examples, 176617 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:18,393 : INFO : EPOCH 11 - PROGRESS: at 26.49% examples, 176762 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:19,423 : INFO : EPOCH 11 - PROGRESS: at 26.62% examples, 176920 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:20,478 : INFO : EPOCH 11 - PROGRESS: at 26.75% examples, 177066 words/s, in_qsize 7, out_qsize 1
2020-07-16 21:25:21,509 : INFO : EPOCH 11 - PROGRESS: at 26.86% examples, 177218 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:22,544 : INFO : EPOCH 11 - PROGRESS: at 26.98% examples, 177373 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:23,582 : INFO : EPOCH 11 - PROGRESS: at 27.12% examples, 177518 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:24,585 : INFO : EPOCH 11 - PROGRESS: at 27.24% examples, 177669 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:25,590 : INFO : EPOCH 11 - PROGRESS: at 27.35% examples, 177816 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:26,606 : INFO : EPOCH 11 - PROGRESS: at 27.47% examples, 177943 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:27,611 : INFO : EPOCH 11 - PROGRESS: at 27.59% examples, 178082 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:28,651 : INFO : EPOCH 11 - PROGRESS: at 27.71% examples, 178218 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:29,712 : INFO : EPOCH 11 - PROGRESS: at 27.83% examples, 178355 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:30,750 : INFO : EPOCH 11 - PROGRESS: at 27.95% examples, 178519 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:31,769 : INFO : EPOCH 11 - PROGRESS: at 28.06% examples, 178675 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:32,804 : INFO : EPOCH 11 - PROGRESS: at 28.18% examples, 178796 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:33,837 : INFO : EPOCH 11 - PROGRESS: at 28.31% examples, 178944 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:34,841 : INFO : EPOCH 11 - PROGRESS: at 28.42% examples, 179050 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:35,867 : INFO : EPOCH 11 - PROGRESS: at 28.54% examples, 179202 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:36,892 : INFO : EPOCH 11 - PROGRESS: at 28.66% examples, 179349 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:37,901 : INFO : EPOCH 11 - PROGRESS: at 28.77% examples, 179454 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:38,922 : INFO : EPOCH 11 - PROGRESS: at 28.89% examples, 179607 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:39,951 : INFO : EPOCH 11 - PROGRESS: at 29.00% examples, 179729 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:40,970 : INFO : EPOCH 11 - PROGRESS: at 29.11% examples, 179874 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:42,012 : INFO : EPOCH 11 - PROGRESS: at 29.22% examples, 180002 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:43,037 : INFO : EPOCH 11 - PROGRESS: at 29.35% examples, 180139 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:44,050 : INFO : EPOCH 11 - PROGRESS: at 29.46% examples, 180256 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:45,054 : INFO : EPOCH 11 - PROGRESS: at 29.57% examples, 180372 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:46,086 : INFO : EPOCH 11 - PROGRESS: at 29.70% examples, 180508 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:47,119 : INFO : EPOCH 11 - PROGRESS: at 29.82% examples, 180620 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:48,216 : INFO : EPOCH 11 - PROGRESS: at 29.93% examples, 180747 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:49,229 : INFO : EPOCH 11 - PROGRESS: at 30.04% examples, 180901 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:50,243 : INFO : EPOCH 11 - PROGRESS: at 30.16% examples, 181015 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:51,265 : INFO : EPOCH 11 - PROGRESS: at 30.27% examples, 181137 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:52,297 : INFO : EPOCH 11 - PROGRESS: at 30.39% examples, 181259 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:53,364 : INFO : EPOCH 11 - PROGRESS: at 30.51% examples, 181383 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:54,371 : INFO : EPOCH 11 - PROGRESS: at 30.64% examples, 181507 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:55,391 : INFO : EPOCH 11 - PROGRESS: at 30.75% examples, 181621 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:56,415 : INFO : EPOCH 11 - PROGRESS: at 30.88% examples, 181743 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:57,425 : INFO : EPOCH 11 - PROGRESS: at 31.00% examples, 181862 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:58,464 : INFO : EPOCH 11 - PROGRESS: at 31.12% examples, 181973 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:25:59,473 : INFO : EPOCH 11 - PROGRESS: at 31.26% examples, 182106 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:00,529 : INFO : EPOCH 11 - PROGRESS: at 31.39% examples, 182198 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:01,556 : INFO : EPOCH 11 - PROGRESS: at 31.53% examples, 182336 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:02,557 : INFO : EPOCH 11 - PROGRESS: at 31.64% examples, 182443 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:03,564 : INFO : EPOCH 11 - PROGRESS: at 31.77% examples, 182544 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:04,608 : INFO : EPOCH 11 - PROGRESS: at 31.87% examples, 182660 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:05,637 : INFO : EPOCH 11 - PROGRESS: at 31.98% examples, 182761 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:06,668 : INFO : EPOCH 11 - PROGRESS: at 32.11% examples, 182895 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:07,688 : INFO : EPOCH 11 - PROGRESS: at 32.22% examples, 182997 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:08,701 : INFO : EPOCH 11 - PROGRESS: at 32.33% examples, 183111 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:09,734 : INFO : EPOCH 11 - PROGRESS: at 32.45% examples, 183207 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:10,762 : INFO : EPOCH 11 - PROGRESS: at 32.57% examples, 183325 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:11,805 : INFO : EPOCH 11 - PROGRESS: at 32.68% examples, 183432 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:12,833 : INFO : EPOCH 11 - PROGRESS: at 32.80% examples, 183552 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:13,924 : INFO : EPOCH 11 - PROGRESS: at 32.91% examples, 183637 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:14,942 : INFO : EPOCH 11 - PROGRESS: at 33.03% examples, 183759 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:15,969 : INFO : EPOCH 11 - PROGRESS: at 33.16% examples, 183860 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:16,990 : INFO : EPOCH 11 - PROGRESS: at 33.28% examples, 183983 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:18,037 : INFO : EPOCH 11 - PROGRESS: at 33.39% examples, 184078 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:19,055 : INFO : EPOCH 11 - PROGRESS: at 33.50% examples, 184152 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:20,112 : INFO : EPOCH 11 - PROGRESS: at 33.61% examples, 184263 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:21,124 : INFO : EPOCH 11 - PROGRESS: at 33.74% examples, 184360 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:22,156 : INFO : EPOCH 11 - PROGRESS: at 33.87% examples, 184475 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:23,182 : INFO : EPOCH 11 - PROGRESS: at 33.99% examples, 184572 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:24,209 : INFO : EPOCH 11 - PROGRESS: at 34.11% examples, 184656 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:25,245 : INFO : EPOCH 11 - PROGRESS: at 34.24% examples, 184767 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:26,273 : INFO : EPOCH 11 - PROGRESS: at 34.37% examples, 184860 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:27,297 : INFO : EPOCH 11 - PROGRESS: at 34.49% examples, 184963 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:28,361 : INFO : EPOCH 11 - PROGRESS: at 34.60% examples, 185056 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:29,367 : INFO : EPOCH 11 - PROGRESS: at 34.73% examples, 185177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:30,384 : INFO : EPOCH 11 - PROGRESS: at 34.82% examples, 185250 words/s, in_qsize 7, out_qsize 1
2020-07-16 21:26:31,434 : INFO : EPOCH 11 - PROGRESS: at 34.97% examples, 185340 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:32,454 : INFO : EPOCH 11 - PROGRESS: at 35.07% examples, 185439 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:33,510 : INFO : EPOCH 11 - PROGRESS: at 35.18% examples, 185446 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:34,525 : INFO : EPOCH 11 - PROGRESS: at 35.29% examples, 185482 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:35,548 : INFO : EPOCH 11 - PROGRESS: at 35.39% examples, 185453 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:36,569 : INFO : EPOCH 11 - PROGRESS: at 35.51% examples, 185541 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:37,570 : INFO : EPOCH 11 - PROGRESS: at 35.61% examples, 185609 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:38,637 : INFO : EPOCH 11 - PROGRESS: at 35.73% examples, 185708 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:39,657 : INFO : EPOCH 11 - PROGRESS: at 35.85% examples, 185811 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:40,732 : INFO : EPOCH 11 - PROGRESS: at 35.99% examples, 185899 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:41,734 : INFO : EPOCH 11 - PROGRESS: at 36.12% examples, 186011 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:42,791 : INFO : EPOCH 11 - PROGRESS: at 36.24% examples, 186082 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:43,793 : INFO : EPOCH 11 - PROGRESS: at 36.35% examples, 186183 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:44,828 : INFO : EPOCH 11 - PROGRESS: at 36.48% examples, 186278 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:45,838 : INFO : EPOCH 11 - PROGRESS: at 36.61% examples, 186375 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:46,860 : INFO : EPOCH 11 - PROGRESS: at 36.74% examples, 186455 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:47,872 : INFO : EPOCH 11 - PROGRESS: at 36.88% examples, 186544 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:48,884 : INFO : EPOCH 11 - PROGRESS: at 37.01% examples, 186642 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:49,936 : INFO : EPOCH 11 - PROGRESS: at 37.12% examples, 186701 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:51,005 : INFO : EPOCH 11 - PROGRESS: at 37.24% examples, 186802 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:26:52,071 : INFO : EPOCH 11 - PROGRESS: at 37.34% examples, 186769 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:26:53,094 : INFO : EPOCH 11 - PROGRESS: at 37.47% examples, 186871 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:54,097 : INFO : EPOCH 11 - PROGRESS: at 37.59% examples, 186932 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:55,132 : INFO : EPOCH 11 - PROGRESS: at 37.72% examples, 187031 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:56,147 : INFO : EPOCH 11 - PROGRESS: at 37.84% examples, 187122 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:57,179 : INFO : EPOCH 11 - PROGRESS: at 37.95% examples, 187207 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:58,252 : INFO : EPOCH 11 - PROGRESS: at 38.07% examples, 187285 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:26:59,295 : INFO : EPOCH 11 - PROGRESS: at 38.16% examples, 187242 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:00,295 : INFO : EPOCH 11 - PROGRESS: at 38.25% examples, 187229 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:01,321 : INFO : EPOCH 11 - PROGRESS: at 38.38% examples, 187307 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:02,376 : INFO : EPOCH 11 - PROGRESS: at 38.51% examples, 187390 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:03,384 : INFO : EPOCH 11 - PROGRESS: at 38.60% examples, 187471 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:04,395 : INFO : EPOCH 11 - PROGRESS: at 38.73% examples, 187561 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:05,429 : INFO : EPOCH 11 - PROGRESS: at 38.84% examples, 187636 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:06,441 : INFO : EPOCH 11 - PROGRESS: at 38.97% examples, 187724 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:07,449 : INFO : EPOCH 11 - PROGRESS: at 39.08% examples, 187795 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:08,495 : INFO : EPOCH 11 - PROGRESS: at 39.21% examples, 187877 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:09,530 : INFO : EPOCH 11 - PROGRESS: at 39.32% examples, 187964 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:10,545 : INFO : EPOCH 11 - PROGRESS: at 39.43% examples, 187963 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:11,573 : INFO : EPOCH 11 - PROGRESS: at 39.51% examples, 187948 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:12,606 : INFO : EPOCH 11 - PROGRESS: at 39.63% examples, 187983 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:13,623 : INFO : EPOCH 11 - PROGRESS: at 39.74% examples, 188024 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:14,680 : INFO : EPOCH 11 - PROGRESS: at 39.85% examples, 188026 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:15,741 : INFO : EPOCH 11 - PROGRESS: at 39.95% examples, 188061 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:27:16,758 : INFO : EPOCH 11 - PROGRESS: at 40.07% examples, 188081 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:27:17,826 : INFO : EPOCH 11 - PROGRESS: at 40.18% examples, 188107 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:18,850 : INFO : EPOCH 11 - PROGRESS: at 40.28% examples, 188149 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:19,867 : INFO : EPOCH 11 - PROGRESS: at 40.40% examples, 188171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:20,882 : INFO : EPOCH 11 - PROGRESS: at 40.50% examples, 188177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:21,903 : INFO : EPOCH 11 - PROGRESS: at 40.59% examples, 188107 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:22,988 : INFO : EPOCH 11 - PROGRESS: at 40.69% examples, 188043 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:24,048 : INFO : EPOCH 11 - PROGRESS: at 40.78% examples, 187994 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:25,059 : INFO : EPOCH 11 - PROGRESS: at 40.87% examples, 187971 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:26,070 : INFO : EPOCH 11 - PROGRESS: at 40.96% examples, 187920 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:27,102 : INFO : EPOCH 11 - PROGRESS: at 41.06% examples, 187862 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:28,152 : INFO : EPOCH 11 - PROGRESS: at 41.15% examples, 187808 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:29,160 : INFO : EPOCH 11 - PROGRESS: at 41.25% examples, 187779 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:30,258 : INFO : EPOCH 11 - PROGRESS: at 41.35% examples, 187708 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:31,307 : INFO : EPOCH 11 - PROGRESS: at 41.42% examples, 187672 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:32,369 : INFO : EPOCH 11 - PROGRESS: at 41.52% examples, 187629 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:33,459 : INFO : EPOCH 11 - PROGRESS: at 41.64% examples, 187653 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:34,471 : INFO : EPOCH 11 - PROGRESS: at 41.75% examples, 187656 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:35,477 : INFO : EPOCH 11 - PROGRESS: at 41.84% examples, 187609 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:36,520 : INFO : EPOCH 11 - PROGRESS: at 41.94% examples, 187569 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:37,533 : INFO : EPOCH 11 - PROGRESS: at 42.04% examples, 187537 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:38,545 : INFO : EPOCH 11 - PROGRESS: at 42.14% examples, 187530 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:39,574 : INFO : EPOCH 11 - PROGRESS: at 42.24% examples, 187518 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:27:40,583 : INFO : EPOCH 11 - PROGRESS: at 42.36% examples, 187554 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:41,655 : INFO : EPOCH 11 - PROGRESS: at 42.45% examples, 187501 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:42,709 : INFO : EPOCH 11 - PROGRESS: at 42.54% examples, 187483 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:43,712 : INFO : EPOCH 11 - PROGRESS: at 42.64% examples, 187468 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:27:44,757 : INFO : EPOCH 11 - PROGRESS: at 42.76% examples, 187453 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:45,762 : INFO : EPOCH 11 - PROGRESS: at 42.84% examples, 187440 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:46,829 : INFO : EPOCH 11 - PROGRESS: at 42.95% examples, 187394 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:47,869 : INFO : EPOCH 11 - PROGRESS: at 43.03% examples, 187364 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:48,873 : INFO : EPOCH 11 - PROGRESS: at 43.12% examples, 187316 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:27:49,898 : INFO : EPOCH 11 - PROGRESS: at 43.20% examples, 187257 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:50,982 : INFO : EPOCH 11 - PROGRESS: at 43.29% examples, 187209 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:51,985 : INFO : EPOCH 11 - PROGRESS: at 43.37% examples, 187155 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:53,075 : INFO : EPOCH 11 - PROGRESS: at 43.48% examples, 187101 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:54,096 : INFO : EPOCH 11 - PROGRESS: at 43.58% examples, 187060 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:55,100 : INFO : EPOCH 11 - PROGRESS: at 43.66% examples, 186990 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:56,180 : INFO : EPOCH 11 - PROGRESS: at 43.75% examples, 186926 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:57,198 : INFO : EPOCH 11 - PROGRESS: at 43.83% examples, 186869 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:58,244 : INFO : EPOCH 11 - PROGRESS: at 43.91% examples, 186797 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:27:59,249 : INFO : EPOCH 11 - PROGRESS: at 43.99% examples, 186688 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:00,292 : INFO : EPOCH 11 - PROGRESS: at 44.06% examples, 186547 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:01,318 : INFO : EPOCH 11 - PROGRESS: at 44.15% examples, 186537 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:02,368 : INFO : EPOCH 11 - PROGRESS: at 44.23% examples, 186469 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:03,378 : INFO : EPOCH 11 - PROGRESS: at 44.32% examples, 186425 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:04,397 : INFO : EPOCH 11 - PROGRESS: at 44.40% examples, 186391 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:05,416 : INFO : EPOCH 11 - PROGRESS: at 44.50% examples, 186332 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:06,423 : INFO : EPOCH 11 - PROGRESS: at 44.58% examples, 186303 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:07,423 : INFO : EPOCH 11 - PROGRESS: at 44.68% examples, 186247 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:08,466 : INFO : EPOCH 11 - PROGRESS: at 44.77% examples, 186194 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:09,495 : INFO : EPOCH 11 - PROGRESS: at 44.85% examples, 186159 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:10,539 : INFO : EPOCH 11 - PROGRESS: at 44.94% examples, 186116 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:11,577 : INFO : EPOCH 11 - PROGRESS: at 45.04% examples, 186073 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:12,634 : INFO : EPOCH 11 - PROGRESS: at 45.14% examples, 186024 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:13,647 : INFO : EPOCH 11 - PROGRESS: at 45.23% examples, 185988 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:14,656 : INFO : EPOCH 11 - PROGRESS: at 45.32% examples, 185947 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:15,691 : INFO : EPOCH 11 - PROGRESS: at 45.41% examples, 185900 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:16,750 : INFO : EPOCH 11 - PROGRESS: at 45.50% examples, 185854 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:17,811 : INFO : EPOCH 11 - PROGRESS: at 45.59% examples, 185809 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:18,814 : INFO : EPOCH 11 - PROGRESS: at 45.68% examples, 185783 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:19,824 : INFO : EPOCH 11 - PROGRESS: at 45.77% examples, 185723 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:20,837 : INFO : EPOCH 11 - PROGRESS: at 45.87% examples, 185709 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:21,891 : INFO : EPOCH 11 - PROGRESS: at 45.97% examples, 185655 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:22,892 : INFO : EPOCH 11 - PROGRESS: at 46.06% examples, 185621 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:23,943 : INFO : EPOCH 11 - PROGRESS: at 46.16% examples, 185563 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:24,953 : INFO : EPOCH 11 - PROGRESS: at 46.26% examples, 185525 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:25,954 : INFO : EPOCH 11 - PROGRESS: at 46.35% examples, 185506 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:27,005 : INFO : EPOCH 11 - PROGRESS: at 46.44% examples, 185443 words/s, in_qsize 7, out_qsize 1
2020-07-16 21:28:28,059 : INFO : EPOCH 11 - PROGRESS: at 46.54% examples, 185415 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:29,080 : INFO : EPOCH 11 - PROGRESS: at 46.64% examples, 185379 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:30,106 : INFO : EPOCH 11 - PROGRESS: at 46.72% examples, 185339 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:31,125 : INFO : EPOCH 11 - PROGRESS: at 46.81% examples, 185290 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:32,158 : INFO : EPOCH 11 - PROGRESS: at 46.90% examples, 185266 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:33,170 : INFO : EPOCH 11 - PROGRESS: at 46.99% examples, 185224 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:34,217 : INFO : EPOCH 11 - PROGRESS: at 47.08% examples, 185178 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:35,227 : INFO : EPOCH 11 - PROGRESS: at 47.17% examples, 185136 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:36,228 : INFO : EPOCH 11 - PROGRESS: at 47.26% examples, 185112 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:37,240 : INFO : EPOCH 11 - PROGRESS: at 47.37% examples, 185067 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:38,312 : INFO : EPOCH 11 - PROGRESS: at 47.46% examples, 185025 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:39,359 : INFO : EPOCH 11 - PROGRESS: at 47.56% examples, 184995 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:40,360 : INFO : EPOCH 11 - PROGRESS: at 47.65% examples, 184964 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:41,367 : INFO : EPOCH 11 - PROGRESS: at 47.76% examples, 184932 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:42,425 : INFO : EPOCH 11 - PROGRESS: at 47.85% examples, 184871 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:43,460 : INFO : EPOCH 11 - PROGRESS: at 47.94% examples, 184849 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:44,464 : INFO : EPOCH 11 - PROGRESS: at 48.02% examples, 184809 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:45,479 : INFO : EPOCH 11 - PROGRESS: at 48.11% examples, 184772 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:46,523 : INFO : EPOCH 11 - PROGRESS: at 48.21% examples, 184721 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:47,535 : INFO : EPOCH 11 - PROGRESS: at 48.31% examples, 184705 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:48,574 : INFO : EPOCH 11 - PROGRESS: at 48.40% examples, 184662 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:49,602 : INFO : EPOCH 11 - PROGRESS: at 48.48% examples, 184616 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:50,610 : INFO : EPOCH 11 - PROGRESS: at 48.55% examples, 184590 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:51,693 : INFO : EPOCH 11 - PROGRESS: at 48.65% examples, 184538 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:52,726 : INFO : EPOCH 11 - PROGRESS: at 48.74% examples, 184512 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:53,744 : INFO : EPOCH 11 - PROGRESS: at 48.83% examples, 184487 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:54,761 : INFO : EPOCH 11 - PROGRESS: at 48.91% examples, 184455 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:55,787 : INFO : EPOCH 11 - PROGRESS: at 48.99% examples, 184393 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:56,804 : INFO : EPOCH 11 - PROGRESS: at 49.07% examples, 184380 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:57,827 : INFO : EPOCH 11 - PROGRESS: at 49.17% examples, 184338 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:58,828 : INFO : EPOCH 11 - PROGRESS: at 49.25% examples, 184313 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:28:59,832 : INFO : EPOCH 11 - PROGRESS: at 49.36% examples, 184277 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:00,837 : INFO : EPOCH 11 - PROGRESS: at 49.44% examples, 184235 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:01,841 : INFO : EPOCH 11 - PROGRESS: at 49.52% examples, 184193 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:02,888 : INFO : EPOCH 11 - PROGRESS: at 49.61% examples, 184155 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:03,891 : INFO : EPOCH 11 - PROGRESS: at 49.72% examples, 184126 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:04,912 : INFO : EPOCH 11 - PROGRESS: at 49.82% examples, 184099 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:06,014 : INFO : EPOCH 11 - PROGRESS: at 49.92% examples, 184039 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:29:07,059 : INFO : EPOCH 11 - PROGRESS: at 50.02% examples, 184016 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:08,149 : INFO : EPOCH 11 - PROGRESS: at 50.13% examples, 183978 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:09,210 : INFO : EPOCH 11 - PROGRESS: at 50.23% examples, 183941 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:10,230 : INFO : EPOCH 11 - PROGRESS: at 50.33% examples, 183917 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:11,251 : INFO : EPOCH 11 - PROGRESS: at 50.40% examples, 183876 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:12,343 : INFO : EPOCH 11 - PROGRESS: at 50.51% examples, 183844 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:13,397 : INFO : EPOCH 11 - PROGRESS: at 50.61% examples, 183805 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:14,425 : INFO : EPOCH 11 - PROGRESS: at 50.69% examples, 183782 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:15,431 : INFO : EPOCH 11 - PROGRESS: at 50.77% examples, 183740 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:16,509 : INFO : EPOCH 11 - PROGRESS: at 50.86% examples, 183706 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:17,534 : INFO : EPOCH 11 - PROGRESS: at 50.96% examples, 183666 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:18,576 : INFO : EPOCH 11 - PROGRESS: at 51.04% examples, 183641 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:19,627 : INFO : EPOCH 11 - PROGRESS: at 51.13% examples, 183611 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:20,644 : INFO : EPOCH 11 - PROGRESS: at 51.22% examples, 183581 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:21,695 : INFO : EPOCH 11 - PROGRESS: at 51.31% examples, 183536 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:22,745 : INFO : EPOCH 11 - PROGRESS: at 51.40% examples, 183503 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:23,758 : INFO : EPOCH 11 - PROGRESS: at 51.49% examples, 183488 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:24,758 : INFO : EPOCH 11 - PROGRESS: at 51.59% examples, 183446 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:25,773 : INFO : EPOCH 11 - PROGRESS: at 51.68% examples, 183418 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:26,828 : INFO : EPOCH 11 - PROGRESS: at 51.77% examples, 183393 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:27,840 : INFO : EPOCH 11 - PROGRESS: at 51.86% examples, 183372 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:28,851 : INFO : EPOCH 11 - PROGRESS: at 51.95% examples, 183326 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:29,884 : INFO : EPOCH 11 - PROGRESS: at 52.03% examples, 183294 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:30,900 : INFO : EPOCH 11 - PROGRESS: at 52.12% examples, 183265 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:31,953 : INFO : EPOCH 11 - PROGRESS: at 52.22% examples, 183239 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:32,964 : INFO : EPOCH 11 - PROGRESS: at 52.34% examples, 183208 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:29:33,995 : INFO : EPOCH 11 - PROGRESS: at 52.44% examples, 183192 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:29:35,009 : INFO : EPOCH 11 - PROGRESS: at 52.51% examples, 183186 words/s, in_qsize 7, out_qsize 0
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2020-07-16 21:29:37,130 : INFO : EPOCH 11 - PROGRESS: at 52.71% examples, 183185 words/s, in_qsize 6, out_qsize 1
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2020-07-16 21:29:40,189 : INFO : EPOCH 11 - PROGRESS: at 53.01% examples, 183115 words/s, in_qsize 7, out_qsize 0
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2020-07-16 21:30:02,998 : INFO : EPOCH 11 - PROGRESS: at 55.03% examples, 182499 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:04,020 : INFO : EPOCH 11 - PROGRESS: at 55.12% examples, 182480 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:05,120 : INFO : EPOCH 11 - PROGRESS: at 55.20% examples, 182438 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:06,130 : INFO : EPOCH 11 - PROGRESS: at 55.31% examples, 182419 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:07,150 : INFO : EPOCH 11 - PROGRESS: at 55.41% examples, 182400 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:08,180 : INFO : EPOCH 11 - PROGRESS: at 55.48% examples, 182359 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:09,189 : INFO : EPOCH 11 - PROGRESS: at 55.57% examples, 182335 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:10,203 : INFO : EPOCH 11 - PROGRESS: at 55.66% examples, 182315 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:11,234 : INFO : EPOCH 11 - PROGRESS: at 55.76% examples, 182279 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:12,271 : INFO : EPOCH 11 - PROGRESS: at 55.86% examples, 182249 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:13,289 : INFO : EPOCH 11 - PROGRESS: at 55.94% examples, 182221 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:14,329 : INFO : EPOCH 11 - PROGRESS: at 56.04% examples, 182206 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:15,330 : INFO : EPOCH 11 - PROGRESS: at 56.15% examples, 182185 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:16,352 : INFO : EPOCH 11 - PROGRESS: at 56.25% examples, 182156 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:17,369 : INFO : EPOCH 11 - PROGRESS: at 56.35% examples, 182129 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:18,381 : INFO : EPOCH 11 - PROGRESS: at 56.42% examples, 182107 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:19,435 : INFO : EPOCH 11 - PROGRESS: at 56.53% examples, 182073 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:20,436 : INFO : EPOCH 11 - PROGRESS: at 56.62% examples, 182051 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:21,437 : INFO : EPOCH 11 - PROGRESS: at 56.70% examples, 182012 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:22,438 : INFO : EPOCH 11 - PROGRESS: at 56.79% examples, 181976 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:23,463 : INFO : EPOCH 11 - PROGRESS: at 56.88% examples, 181959 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:24,501 : INFO : EPOCH 11 - PROGRESS: at 56.96% examples, 181940 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:25,529 : INFO : EPOCH 11 - PROGRESS: at 57.04% examples, 181919 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:26,644 : INFO : EPOCH 11 - PROGRESS: at 57.13% examples, 181872 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:27,655 : INFO : EPOCH 11 - PROGRESS: at 57.23% examples, 181857 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:30:28,690 : INFO : EPOCH 11 - PROGRESS: at 57.34% examples, 181843 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:29,694 : INFO : EPOCH 11 - PROGRESS: at 57.42% examples, 181813 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:30,733 : INFO : EPOCH 11 - PROGRESS: at 57.50% examples, 181779 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:31,761 : INFO : EPOCH 11 - PROGRESS: at 57.60% examples, 181767 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:32,884 : INFO : EPOCH 11 - PROGRESS: at 57.71% examples, 181726 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:33,894 : INFO : EPOCH 11 - PROGRESS: at 57.80% examples, 181718 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:34,909 : INFO : EPOCH 11 - PROGRESS: at 57.90% examples, 181698 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:35,920 : INFO : EPOCH 11 - PROGRESS: at 57.99% examples, 181665 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:36,945 : INFO : EPOCH 11 - PROGRESS: at 58.07% examples, 181637 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:37,981 : INFO : EPOCH 11 - PROGRESS: at 58.16% examples, 181600 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:39,037 : INFO : EPOCH 11 - PROGRESS: at 58.24% examples, 181580 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:40,145 : INFO : EPOCH 11 - PROGRESS: at 58.34% examples, 181552 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:41,165 : INFO : EPOCH 11 - PROGRESS: at 58.43% examples, 181538 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:42,185 : INFO : EPOCH 11 - PROGRESS: at 58.53% examples, 181512 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:43,219 : INFO : EPOCH 11 - PROGRESS: at 58.62% examples, 181483 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:44,285 : INFO : EPOCH 11 - PROGRESS: at 58.72% examples, 181454 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:45,285 : INFO : EPOCH 11 - PROGRESS: at 58.83% examples, 181447 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:46,291 : INFO : EPOCH 11 - PROGRESS: at 58.92% examples, 181429 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:47,318 : INFO : EPOCH 11 - PROGRESS: at 59.01% examples, 181410 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:48,326 : INFO : EPOCH 11 - PROGRESS: at 59.11% examples, 181414 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:49,349 : INFO : EPOCH 11 - PROGRESS: at 59.20% examples, 181384 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:50,358 : INFO : EPOCH 11 - PROGRESS: at 59.30% examples, 181356 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:51,391 : INFO : EPOCH 11 - PROGRESS: at 59.38% examples, 181332 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:52,435 : INFO : EPOCH 11 - PROGRESS: at 59.47% examples, 181295 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:53,439 : INFO : EPOCH 11 - PROGRESS: at 59.57% examples, 181278 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:54,489 : INFO : EPOCH 11 - PROGRESS: at 59.67% examples, 181257 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:55,522 : INFO : EPOCH 11 - PROGRESS: at 59.78% examples, 181231 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:56,530 : INFO : EPOCH 11 - PROGRESS: at 59.88% examples, 181227 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:57,557 : INFO : EPOCH 11 - PROGRESS: at 59.97% examples, 181192 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:58,571 : INFO : EPOCH 11 - PROGRESS: at 60.05% examples, 181157 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:30:59,681 : INFO : EPOCH 11 - PROGRESS: at 60.13% examples, 181135 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:00,758 : INFO : EPOCH 11 - PROGRESS: at 60.22% examples, 181114 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:01,803 : INFO : EPOCH 11 - PROGRESS: at 60.32% examples, 181088 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:02,830 : INFO : EPOCH 11 - PROGRESS: at 60.41% examples, 181079 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:03,893 : INFO : EPOCH 11 - PROGRESS: at 60.50% examples, 181043 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:05,001 : INFO : EPOCH 11 - PROGRESS: at 60.60% examples, 181013 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:06,096 : INFO : EPOCH 11 - PROGRESS: at 60.70% examples, 180992 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:07,138 : INFO : EPOCH 11 - PROGRESS: at 60.80% examples, 180971 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:08,169 : INFO : EPOCH 11 - PROGRESS: at 60.90% examples, 180959 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:09,170 : INFO : EPOCH 11 - PROGRESS: at 60.99% examples, 180931 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:10,187 : INFO : EPOCH 11 - PROGRESS: at 61.08% examples, 180916 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:11,245 : INFO : EPOCH 11 - PROGRESS: at 61.17% examples, 180886 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:12,248 : INFO : EPOCH 11 - PROGRESS: at 61.26% examples, 180868 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:13,250 : INFO : EPOCH 11 - PROGRESS: at 61.37% examples, 180844 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:14,268 : INFO : EPOCH 11 - PROGRESS: at 61.46% examples, 180824 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:15,302 : INFO : EPOCH 11 - PROGRESS: at 61.54% examples, 180794 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:16,311 : INFO : EPOCH 11 - PROGRESS: at 61.63% examples, 180776 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:17,312 : INFO : EPOCH 11 - PROGRESS: at 61.72% examples, 180759 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:18,359 : INFO : EPOCH 11 - PROGRESS: at 61.80% examples, 180731 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:19,383 : INFO : EPOCH 11 - PROGRESS: at 61.87% examples, 180708 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:20,429 : INFO : EPOCH 11 - PROGRESS: at 61.96% examples, 180708 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:21,458 : INFO : EPOCH 11 - PROGRESS: at 62.09% examples, 180774 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:22,497 : INFO : EPOCH 11 - PROGRESS: at 62.22% examples, 180827 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:23,530 : INFO : EPOCH 11 - PROGRESS: at 62.35% examples, 180892 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:24,579 : INFO : EPOCH 11 - PROGRESS: at 62.46% examples, 180947 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:25,610 : INFO : EPOCH 11 - PROGRESS: at 62.59% examples, 180999 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:26,610 : INFO : EPOCH 11 - PROGRESS: at 62.68% examples, 181064 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:27,660 : INFO : EPOCH 11 - PROGRESS: at 62.80% examples, 181112 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:28,714 : INFO : EPOCH 11 - PROGRESS: at 62.93% examples, 181173 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:29,729 : INFO : EPOCH 11 - PROGRESS: at 63.06% examples, 181233 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:30,745 : INFO : EPOCH 11 - PROGRESS: at 63.17% examples, 181286 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:31,774 : INFO : EPOCH 11 - PROGRESS: at 63.27% examples, 181284 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:32,801 : INFO : EPOCH 11 - PROGRESS: at 63.37% examples, 181260 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:33,802 : INFO : EPOCH 11 - PROGRESS: at 63.45% examples, 181246 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:34,808 : INFO : EPOCH 11 - PROGRESS: at 63.54% examples, 181220 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:35,830 : INFO : EPOCH 11 - PROGRESS: at 63.63% examples, 181206 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:36,854 : INFO : EPOCH 11 - PROGRESS: at 63.72% examples, 181185 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:37,881 : INFO : EPOCH 11 - PROGRESS: at 63.83% examples, 181163 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:38,917 : INFO : EPOCH 11 - PROGRESS: at 63.93% examples, 181132 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:39,970 : INFO : EPOCH 11 - PROGRESS: at 64.03% examples, 181110 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:31:40,985 : INFO : EPOCH 11 - PROGRESS: at 64.12% examples, 181104 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:41,997 : INFO : EPOCH 11 - PROGRESS: at 64.21% examples, 181089 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:43,065 : INFO : EPOCH 11 - PROGRESS: at 64.31% examples, 181053 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:44,072 : INFO : EPOCH 11 - PROGRESS: at 64.42% examples, 181044 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:45,072 : INFO : EPOCH 11 - PROGRESS: at 64.50% examples, 181028 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:46,134 : INFO : EPOCH 11 - PROGRESS: at 64.61% examples, 181009 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:47,215 : INFO : EPOCH 11 - PROGRESS: at 64.70% examples, 180981 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:48,256 : INFO : EPOCH 11 - PROGRESS: at 64.79% examples, 180956 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:49,300 : INFO : EPOCH 11 - PROGRESS: at 64.89% examples, 180936 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:31:50,373 : INFO : EPOCH 11 - PROGRESS: at 65.00% examples, 180906 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:51,403 : INFO : EPOCH 11 - PROGRESS: at 65.10% examples, 180902 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:52,472 : INFO : EPOCH 11 - PROGRESS: at 65.20% examples, 180878 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:53,545 : INFO : EPOCH 11 - PROGRESS: at 65.30% examples, 180860 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:54,557 : INFO : EPOCH 11 - PROGRESS: at 65.38% examples, 180837 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:55,606 : INFO : EPOCH 11 - PROGRESS: at 65.46% examples, 180825 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:56,657 : INFO : EPOCH 11 - PROGRESS: at 65.54% examples, 180787 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:57,677 : INFO : EPOCH 11 - PROGRESS: at 65.64% examples, 180773 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:58,747 : INFO : EPOCH 11 - PROGRESS: at 65.73% examples, 180750 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:31:59,793 : INFO : EPOCH 11 - PROGRESS: at 65.83% examples, 180736 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:00,904 : INFO : EPOCH 11 - PROGRESS: at 65.92% examples, 180707 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:32:01,937 : INFO : EPOCH 11 - PROGRESS: at 66.02% examples, 180693 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:02,975 : INFO : EPOCH 11 - PROGRESS: at 66.10% examples, 180668 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:03,984 : INFO : EPOCH 11 - PROGRESS: at 66.19% examples, 180649 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:04,984 : INFO : EPOCH 11 - PROGRESS: at 66.30% examples, 180637 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:05,988 : INFO : EPOCH 11 - PROGRESS: at 66.37% examples, 180621 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:07,039 : INFO : EPOCH 11 - PROGRESS: at 66.47% examples, 180599 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:08,116 : INFO : EPOCH 11 - PROGRESS: at 66.57% examples, 180573 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:09,118 : INFO : EPOCH 11 - PROGRESS: at 66.66% examples, 180544 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:10,214 : INFO : EPOCH 11 - PROGRESS: at 66.74% examples, 180516 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:11,259 : INFO : EPOCH 11 - PROGRESS: at 66.84% examples, 180510 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:12,289 : INFO : EPOCH 11 - PROGRESS: at 66.94% examples, 180482 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:13,346 : INFO : EPOCH 11 - PROGRESS: at 67.04% examples, 180468 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:14,407 : INFO : EPOCH 11 - PROGRESS: at 67.13% examples, 180445 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:15,437 : INFO : EPOCH 11 - PROGRESS: at 67.22% examples, 180428 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:16,492 : INFO : EPOCH 11 - PROGRESS: at 67.30% examples, 180406 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:17,512 : INFO : EPOCH 11 - PROGRESS: at 67.38% examples, 180392 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:18,599 : INFO : EPOCH 11 - PROGRESS: at 67.48% examples, 180363 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:32:19,677 : INFO : EPOCH 11 - PROGRESS: at 67.58% examples, 180347 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:20,710 : INFO : EPOCH 11 - PROGRESS: at 67.68% examples, 180327 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:21,733 : INFO : EPOCH 11 - PROGRESS: at 67.77% examples, 180306 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:22,758 : INFO : EPOCH 11 - PROGRESS: at 67.86% examples, 180298 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:23,824 : INFO : EPOCH 11 - PROGRESS: at 67.96% examples, 180260 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:24,861 : INFO : EPOCH 11 - PROGRESS: at 68.06% examples, 180245 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:25,877 : INFO : EPOCH 11 - PROGRESS: at 68.14% examples, 180222 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:26,881 : INFO : EPOCH 11 - PROGRESS: at 68.23% examples, 180187 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:28,001 : INFO : EPOCH 11 - PROGRESS: at 68.33% examples, 180145 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:29,041 : INFO : EPOCH 11 - PROGRESS: at 68.41% examples, 180097 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:30,042 : INFO : EPOCH 11 - PROGRESS: at 68.49% examples, 180037 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:31,079 : INFO : EPOCH 11 - PROGRESS: at 68.57% examples, 179996 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:32,106 : INFO : EPOCH 11 - PROGRESS: at 68.67% examples, 179979 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:33,150 : INFO : EPOCH 11 - PROGRESS: at 68.78% examples, 179954 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:34,203 : INFO : EPOCH 11 - PROGRESS: at 68.87% examples, 179929 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:35,265 : INFO : EPOCH 11 - PROGRESS: at 68.96% examples, 179916 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:36,279 : INFO : EPOCH 11 - PROGRESS: at 69.07% examples, 179949 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:37,353 : INFO : EPOCH 11 - PROGRESS: at 69.17% examples, 180005 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:38,360 : INFO : EPOCH 11 - PROGRESS: at 69.28% examples, 180057 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:39,368 : INFO : EPOCH 11 - PROGRESS: at 69.40% examples, 180115 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:40,393 : INFO : EPOCH 11 - PROGRESS: at 69.50% examples, 180165 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:41,449 : INFO : EPOCH 11 - PROGRESS: at 69.62% examples, 180215 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:32:42,453 : INFO : EPOCH 11 - PROGRESS: at 69.74% examples, 180270 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:43,460 : INFO : EPOCH 11 - PROGRESS: at 69.84% examples, 180319 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:44,520 : INFO : EPOCH 11 - PROGRESS: at 69.97% examples, 180367 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:45,569 : INFO : EPOCH 11 - PROGRESS: at 70.10% examples, 180422 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:46,594 : INFO : EPOCH 11 - PROGRESS: at 70.23% examples, 180485 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:47,611 : INFO : EPOCH 11 - PROGRESS: at 70.35% examples, 180537 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:48,629 : INFO : EPOCH 11 - PROGRESS: at 70.46% examples, 180593 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:49,633 : INFO : EPOCH 11 - PROGRESS: at 70.59% examples, 180645 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:50,654 : INFO : EPOCH 11 - PROGRESS: at 70.71% examples, 180689 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:51,701 : INFO : EPOCH 11 - PROGRESS: at 70.84% examples, 180748 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:52,714 : INFO : EPOCH 11 - PROGRESS: at 70.96% examples, 180802 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:32:53,777 : INFO : EPOCH 11 - PROGRESS: at 71.08% examples, 180847 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:54,799 : INFO : EPOCH 11 - PROGRESS: at 71.22% examples, 180906 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:55,833 : INFO : EPOCH 11 - PROGRESS: at 71.32% examples, 180950 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:56,833 : INFO : EPOCH 11 - PROGRESS: at 71.44% examples, 181002 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:57,849 : INFO : EPOCH 11 - PROGRESS: at 71.56% examples, 181058 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:58,873 : INFO : EPOCH 11 - PROGRESS: at 71.69% examples, 181108 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:32:59,883 : INFO : EPOCH 11 - PROGRESS: at 71.83% examples, 181171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:00,918 : INFO : EPOCH 11 - PROGRESS: at 71.94% examples, 181199 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:01,965 : INFO : EPOCH 11 - PROGRESS: at 72.07% examples, 181255 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:02,970 : INFO : EPOCH 11 - PROGRESS: at 72.17% examples, 181309 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:03,980 : INFO : EPOCH 11 - PROGRESS: at 72.31% examples, 181353 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:04,997 : INFO : EPOCH 11 - PROGRESS: at 72.41% examples, 181404 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:06,000 : INFO : EPOCH 11 - PROGRESS: at 72.53% examples, 181450 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:07,012 : INFO : EPOCH 11 - PROGRESS: at 72.64% examples, 181517 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:08,025 : INFO : EPOCH 11 - PROGRESS: at 72.74% examples, 181565 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:09,038 : INFO : EPOCH 11 - PROGRESS: at 72.85% examples, 181614 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:10,087 : INFO : EPOCH 11 - PROGRESS: at 72.97% examples, 181654 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:11,097 : INFO : EPOCH 11 - PROGRESS: at 73.09% examples, 181712 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:12,127 : INFO : EPOCH 11 - PROGRESS: at 73.21% examples, 181760 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:13,148 : INFO : EPOCH 11 - PROGRESS: at 73.33% examples, 181800 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:14,185 : INFO : EPOCH 11 - PROGRESS: at 73.44% examples, 181851 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:15,204 : INFO : EPOCH 11 - PROGRESS: at 73.55% examples, 181907 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:16,221 : INFO : EPOCH 11 - PROGRESS: at 73.68% examples, 181961 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:17,225 : INFO : EPOCH 11 - PROGRESS: at 73.80% examples, 182011 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:18,287 : INFO : EPOCH 11 - PROGRESS: at 73.92% examples, 182047 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:19,300 : INFO : EPOCH 11 - PROGRESS: at 74.04% examples, 182097 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:20,324 : INFO : EPOCH 11 - PROGRESS: at 74.18% examples, 182152 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:21,335 : INFO : EPOCH 11 - PROGRESS: at 74.30% examples, 182203 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:22,362 : INFO : EPOCH 11 - PROGRESS: at 74.42% examples, 182244 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:23,372 : INFO : EPOCH 11 - PROGRESS: at 74.54% examples, 182295 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:24,408 : INFO : EPOCH 11 - PROGRESS: at 74.66% examples, 182346 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:25,448 : INFO : EPOCH 11 - PROGRESS: at 74.77% examples, 182391 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:26,464 : INFO : EPOCH 11 - PROGRESS: at 74.88% examples, 182442 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:27,470 : INFO : EPOCH 11 - PROGRESS: at 75.00% examples, 182487 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:28,482 : INFO : EPOCH 11 - PROGRESS: at 75.13% examples, 182537 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:29,574 : INFO : EPOCH 11 - PROGRESS: at 75.28% examples, 182575 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:30,578 : INFO : EPOCH 11 - PROGRESS: at 75.38% examples, 182625 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:31,636 : INFO : EPOCH 11 - PROGRESS: at 75.51% examples, 182671 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:32,676 : INFO : EPOCH 11 - PROGRESS: at 75.64% examples, 182724 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:33,683 : INFO : EPOCH 11 - PROGRESS: at 75.77% examples, 182772 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:34,688 : INFO : EPOCH 11 - PROGRESS: at 75.89% examples, 182821 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:35,691 : INFO : EPOCH 11 - PROGRESS: at 76.00% examples, 182865 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:36,714 : INFO : EPOCH 11 - PROGRESS: at 76.13% examples, 182914 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:37,723 : INFO : EPOCH 11 - PROGRESS: at 76.24% examples, 182963 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:38,730 : INFO : EPOCH 11 - PROGRESS: at 76.35% examples, 183011 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:39,744 : INFO : EPOCH 11 - PROGRESS: at 76.46% examples, 183048 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:40,778 : INFO : EPOCH 11 - PROGRESS: at 76.58% examples, 183096 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:41,786 : INFO : EPOCH 11 - PROGRESS: at 76.70% examples, 183150 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:42,790 : INFO : EPOCH 11 - PROGRESS: at 76.83% examples, 183192 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:43,806 : INFO : EPOCH 11 - PROGRESS: at 76.93% examples, 183238 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:44,807 : INFO : EPOCH 11 - PROGRESS: at 77.05% examples, 183293 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:45,835 : INFO : EPOCH 11 - PROGRESS: at 77.16% examples, 183329 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:46,860 : INFO : EPOCH 11 - PROGRESS: at 77.28% examples, 183375 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:47,862 : INFO : EPOCH 11 - PROGRESS: at 77.41% examples, 183411 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:48,908 : INFO : EPOCH 11 - PROGRESS: at 77.54% examples, 183468 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:49,911 : INFO : EPOCH 11 - PROGRESS: at 77.64% examples, 183508 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:50,938 : INFO : EPOCH 11 - PROGRESS: at 77.76% examples, 183561 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:51,946 : INFO : EPOCH 11 - PROGRESS: at 77.87% examples, 183599 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:52,962 : INFO : EPOCH 11 - PROGRESS: at 78.00% examples, 183645 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:53,990 : INFO : EPOCH 11 - PROGRESS: at 78.11% examples, 183686 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:55,017 : INFO : EPOCH 11 - PROGRESS: at 78.24% examples, 183728 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:56,028 : INFO : EPOCH 11 - PROGRESS: at 78.35% examples, 183782 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:57,055 : INFO : EPOCH 11 - PROGRESS: at 78.47% examples, 183820 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:58,101 : INFO : EPOCH 11 - PROGRESS: at 78.57% examples, 183861 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:33:59,113 : INFO : EPOCH 11 - PROGRESS: at 78.69% examples, 183907 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:00,118 : INFO : EPOCH 11 - PROGRESS: at 78.81% examples, 183943 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:01,120 : INFO : EPOCH 11 - PROGRESS: at 78.92% examples, 184000 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:02,145 : INFO : EPOCH 11 - PROGRESS: at 79.02% examples, 184040 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:03,148 : INFO : EPOCH 11 - PROGRESS: at 79.16% examples, 184090 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:04,186 : INFO : EPOCH 11 - PROGRESS: at 79.26% examples, 184123 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:05,189 : INFO : EPOCH 11 - PROGRESS: at 79.39% examples, 184167 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:06,265 : INFO : EPOCH 11 - PROGRESS: at 79.52% examples, 184201 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:07,307 : INFO : EPOCH 11 - PROGRESS: at 79.64% examples, 184250 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:08,349 : INFO : EPOCH 11 - PROGRESS: at 79.76% examples, 184293 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:09,354 : INFO : EPOCH 11 - PROGRESS: at 79.89% examples, 184348 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:10,368 : INFO : EPOCH 11 - PROGRESS: at 80.01% examples, 184385 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:11,435 : INFO : EPOCH 11 - PROGRESS: at 80.14% examples, 184425 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:12,450 : INFO : EPOCH 11 - PROGRESS: at 80.26% examples, 184471 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:13,481 : INFO : EPOCH 11 - PROGRESS: at 80.37% examples, 184511 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:14,481 : INFO : EPOCH 11 - PROGRESS: at 80.48% examples, 184552 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:15,494 : INFO : EPOCH 11 - PROGRESS: at 80.60% examples, 184601 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:16,512 : INFO : EPOCH 11 - PROGRESS: at 80.72% examples, 184637 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:17,546 : INFO : EPOCH 11 - PROGRESS: at 80.85% examples, 184679 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:18,598 : INFO : EPOCH 11 - PROGRESS: at 80.97% examples, 184721 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:19,614 : INFO : EPOCH 11 - PROGRESS: at 81.12% examples, 184769 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:20,659 : INFO : EPOCH 11 - PROGRESS: at 81.24% examples, 184805 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:21,682 : INFO : EPOCH 11 - PROGRESS: at 81.36% examples, 184845 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:22,691 : INFO : EPOCH 11 - PROGRESS: at 81.46% examples, 184895 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:23,712 : INFO : EPOCH 11 - PROGRESS: at 81.57% examples, 184926 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:24,716 : INFO : EPOCH 11 - PROGRESS: at 81.70% examples, 184966 words/s, in_qsize 7, out_qsize 0
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2020-07-16 21:34:26,727 : INFO : EPOCH 11 - PROGRESS: at 81.93% examples, 185060 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:27,759 : INFO : EPOCH 11 - PROGRESS: at 82.05% examples, 185096 words/s, in_qsize 7, out_qsize 0
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2020-07-16 21:34:29,896 : INFO : EPOCH 11 - PROGRESS: at 82.28% examples, 185180 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:30,929 : INFO : EPOCH 11 - PROGRESS: at 82.40% examples, 185221 words/s, in_qsize 7, out_qsize 0
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2020-07-16 21:34:32,967 : INFO : EPOCH 11 - PROGRESS: at 82.66% examples, 185302 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:33,980 : INFO : EPOCH 11 - PROGRESS: at 82.77% examples, 185335 words/s, in_qsize 7, out_qsize 0
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2020-07-16 21:34:36,025 : INFO : EPOCH 11 - PROGRESS: at 83.01% examples, 185417 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:37,040 : INFO : EPOCH 11 - PROGRESS: at 83.14% examples, 185461 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:38,041 : INFO : EPOCH 11 - PROGRESS: at 83.25% examples, 185498 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:39,108 : INFO : EPOCH 11 - PROGRESS: at 83.39% examples, 185535 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:40,161 : INFO : EPOCH 11 - PROGRESS: at 83.49% examples, 185573 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:34:41,168 : INFO : EPOCH 11 - PROGRESS: at 83.59% examples, 185616 words/s, in_qsize 7, out_qsize 0
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2020-07-16 21:34:45,212 : INFO : EPOCH 11 - PROGRESS: at 84.08% examples, 185771 words/s, in_qsize 7, out_qsize 0
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2020-07-16 21:34:48,281 : INFO : EPOCH 11 - PROGRESS: at 84.44% examples, 185891 words/s, in_qsize 7, out_qsize 0
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2020-07-16 21:35:30,359 : INFO : EPOCH 11 - PROGRESS: at 89.35% examples, 187414 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:31,425 : INFO : EPOCH 11 - PROGRESS: at 89.49% examples, 187445 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:32,431 : INFO : EPOCH 11 - PROGRESS: at 89.60% examples, 187481 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:33,450 : INFO : EPOCH 11 - PROGRESS: at 89.73% examples, 187523 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:34,468 : INFO : EPOCH 11 - PROGRESS: at 89.85% examples, 187557 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:35,490 : INFO : EPOCH 11 - PROGRESS: at 89.98% examples, 187589 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:36,537 : INFO : EPOCH 11 - PROGRESS: at 90.10% examples, 187618 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:37,591 : INFO : EPOCH 11 - PROGRESS: at 90.22% examples, 187650 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:38,632 : INFO : EPOCH 11 - PROGRESS: at 90.33% examples, 187690 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:39,644 : INFO : EPOCH 11 - PROGRESS: at 90.44% examples, 187727 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:40,657 : INFO : EPOCH 11 - PROGRESS: at 90.55% examples, 187765 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:41,685 : INFO : EPOCH 11 - PROGRESS: at 90.67% examples, 187797 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:42,710 : INFO : EPOCH 11 - PROGRESS: at 90.81% examples, 187840 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:43,725 : INFO : EPOCH 11 - PROGRESS: at 90.92% examples, 187873 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:44,811 : INFO : EPOCH 11 - PROGRESS: at 91.03% examples, 187899 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:45,840 : INFO : EPOCH 11 - PROGRESS: at 91.15% examples, 187933 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:46,899 : INFO : EPOCH 11 - PROGRESS: at 91.27% examples, 187971 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:47,905 : INFO : EPOCH 11 - PROGRESS: at 91.41% examples, 188009 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:48,928 : INFO : EPOCH 11 - PROGRESS: at 91.51% examples, 188037 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:49,986 : INFO : EPOCH 11 - PROGRESS: at 91.62% examples, 188072 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:51,087 : INFO : EPOCH 11 - PROGRESS: at 91.75% examples, 188106 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:35:52,117 : INFO : EPOCH 11 - PROGRESS: at 91.87% examples, 188143 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:53,192 : INFO : EPOCH 11 - PROGRESS: at 91.98% examples, 188175 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:54,227 : INFO : EPOCH 11 - PROGRESS: at 92.09% examples, 188207 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:55,278 : INFO : EPOCH 11 - PROGRESS: at 92.24% examples, 188243 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:56,305 : INFO : EPOCH 11 - PROGRESS: at 92.37% examples, 188278 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:57,335 : INFO : EPOCH 11 - PROGRESS: at 92.48% examples, 188316 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:58,387 : INFO : EPOCH 11 - PROGRESS: at 92.60% examples, 188348 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:35:59,454 : INFO : EPOCH 11 - PROGRESS: at 92.72% examples, 188379 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:00,457 : INFO : EPOCH 11 - PROGRESS: at 92.83% examples, 188421 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:01,480 : INFO : EPOCH 11 - PROGRESS: at 92.94% examples, 188444 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:02,499 : INFO : EPOCH 11 - PROGRESS: at 93.03% examples, 188478 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:03,501 : INFO : EPOCH 11 - PROGRESS: at 93.13% examples, 188502 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:04,523 : INFO : EPOCH 11 - PROGRESS: at 93.24% examples, 188545 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:05,541 : INFO : EPOCH 11 - PROGRESS: at 93.37% examples, 188581 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:06,544 : INFO : EPOCH 11 - PROGRESS: at 93.49% examples, 188611 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:07,642 : INFO : EPOCH 11 - PROGRESS: at 93.60% examples, 188638 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:08,647 : INFO : EPOCH 11 - PROGRESS: at 93.73% examples, 188686 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:09,661 : INFO : EPOCH 11 - PROGRESS: at 93.85% examples, 188703 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:10,703 : INFO : EPOCH 11 - PROGRESS: at 93.96% examples, 188742 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:11,772 : INFO : EPOCH 11 - PROGRESS: at 94.08% examples, 188773 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:12,786 : INFO : EPOCH 11 - PROGRESS: at 94.20% examples, 188807 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:13,816 : INFO : EPOCH 11 - PROGRESS: at 94.32% examples, 188840 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:14,827 : INFO : EPOCH 11 - PROGRESS: at 94.44% examples, 188875 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:15,884 : INFO : EPOCH 11 - PROGRESS: at 94.56% examples, 188901 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:16,901 : INFO : EPOCH 11 - PROGRESS: at 94.69% examples, 188938 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:17,937 : INFO : EPOCH 11 - PROGRESS: at 94.81% examples, 188965 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:18,957 : INFO : EPOCH 11 - PROGRESS: at 94.94% examples, 189003 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:19,959 : INFO : EPOCH 11 - PROGRESS: at 95.03% examples, 189027 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:21,069 : INFO : EPOCH 11 - PROGRESS: at 95.17% examples, 189060 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:22,100 : INFO : EPOCH 11 - PROGRESS: at 95.28% examples, 189093 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:23,129 : INFO : EPOCH 11 - PROGRESS: at 95.38% examples, 189129 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:24,168 : INFO : EPOCH 11 - PROGRESS: at 95.50% examples, 189166 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:25,170 : INFO : EPOCH 11 - PROGRESS: at 95.62% examples, 189193 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:26,176 : INFO : EPOCH 11 - PROGRESS: at 95.74% examples, 189228 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:27,228 : INFO : EPOCH 11 - PROGRESS: at 95.85% examples, 189257 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:28,229 : INFO : EPOCH 11 - PROGRESS: at 95.97% examples, 189292 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:29,267 : INFO : EPOCH 11 - PROGRESS: at 96.10% examples, 189321 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:30,272 : INFO : EPOCH 11 - PROGRESS: at 96.22% examples, 189358 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:31,287 : INFO : EPOCH 11 - PROGRESS: at 96.32% examples, 189382 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:32,333 : INFO : EPOCH 11 - PROGRESS: at 96.43% examples, 189407 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:33,360 : INFO : EPOCH 11 - PROGRESS: at 96.56% examples, 189444 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:34,364 : INFO : EPOCH 11 - PROGRESS: at 96.67% examples, 189474 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:35,373 : INFO : EPOCH 11 - PROGRESS: at 96.79% examples, 189500 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:36,388 : INFO : EPOCH 11 - PROGRESS: at 96.90% examples, 189535 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:37,410 : INFO : EPOCH 11 - PROGRESS: at 97.01% examples, 189568 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:38,431 : INFO : EPOCH 11 - PROGRESS: at 97.12% examples, 189594 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:39,459 : INFO : EPOCH 11 - PROGRESS: at 97.25% examples, 189626 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:40,530 : INFO : EPOCH 11 - PROGRESS: at 97.37% examples, 189657 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:41,543 : INFO : EPOCH 11 - PROGRESS: at 97.50% examples, 189688 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:36:42,634 : INFO : EPOCH 11 - PROGRESS: at 97.64% examples, 189715 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:43,635 : INFO : EPOCH 11 - PROGRESS: at 97.78% examples, 189750 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:44,673 : INFO : EPOCH 11 - PROGRESS: at 97.91% examples, 189777 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:45,679 : INFO : EPOCH 11 - PROGRESS: at 98.02% examples, 189811 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:46,725 : INFO : EPOCH 11 - PROGRESS: at 98.16% examples, 189838 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:47,750 : INFO : EPOCH 11 - PROGRESS: at 98.27% examples, 189868 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:48,772 : INFO : EPOCH 11 - PROGRESS: at 98.38% examples, 189900 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:49,810 : INFO : EPOCH 11 - PROGRESS: at 98.50% examples, 189925 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:50,811 : INFO : EPOCH 11 - PROGRESS: at 98.63% examples, 189955 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:51,866 : INFO : EPOCH 11 - PROGRESS: at 98.73% examples, 189984 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:52,955 : INFO : EPOCH 11 - PROGRESS: at 98.86% examples, 190013 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:53,983 : INFO : EPOCH 11 - PROGRESS: at 98.97% examples, 190045 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:55,066 : INFO : EPOCH 11 - PROGRESS: at 99.12% examples, 190067 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:36:56,158 : INFO : EPOCH 11 - PROGRESS: at 99.23% examples, 190098 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:57,215 : INFO : EPOCH 11 - PROGRESS: at 99.36% examples, 190130 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:58,228 : INFO : EPOCH 11 - PROGRESS: at 99.48% examples, 190164 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:36:59,247 : INFO : EPOCH 11 - PROGRESS: at 99.58% examples, 190188 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:00,261 : INFO : EPOCH 11 - PROGRESS: at 99.70% examples, 190213 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:01,297 : INFO : EPOCH 11 - PROGRESS: at 99.82% examples, 190240 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:02,312 : INFO : EPOCH 11 - PROGRESS: at 99.93% examples, 190265 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:02,991 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 21:37:03,040 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 21:37:03,053 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 21:37:03,087 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 21:37:03,088 : INFO : EPOCH - 11 : training on 247361374 raw words (187343849 effective words) took 984.5s, 190286 effective words/s
2020-07-16 21:37:04,153 : INFO : EPOCH 12 - PROGRESS: at 0.12% examples, 195373 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:05,160 : INFO : EPOCH 12 - PROGRESS: at 0.20% examples, 190471 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:06,177 : INFO : EPOCH 12 - PROGRESS: at 0.31% examples, 189572 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:07,230 : INFO : EPOCH 12 - PROGRESS: at 0.43% examples, 196158 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:08,283 : INFO : EPOCH 12 - PROGRESS: at 0.57% examples, 200917 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:09,296 : INFO : EPOCH 12 - PROGRESS: at 0.70% examples, 204087 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:10,351 : INFO : EPOCH 12 - PROGRESS: at 0.83% examples, 205825 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:11,420 : INFO : EPOCH 12 - PROGRESS: at 0.96% examples, 206912 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:12,421 : INFO : EPOCH 12 - PROGRESS: at 1.06% examples, 208896 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:13,429 : INFO : EPOCH 12 - PROGRESS: at 1.18% examples, 209731 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:14,431 : INFO : EPOCH 12 - PROGRESS: at 1.31% examples, 211124 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:15,432 : INFO : EPOCH 12 - PROGRESS: at 1.42% examples, 211044 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:16,446 : INFO : EPOCH 12 - PROGRESS: at 1.54% examples, 211841 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:17,470 : INFO : EPOCH 12 - PROGRESS: at 1.65% examples, 212290 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:18,473 : INFO : EPOCH 12 - PROGRESS: at 1.76% examples, 212915 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:19,529 : INFO : EPOCH 12 - PROGRESS: at 1.88% examples, 212086 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:37:20,531 : INFO : EPOCH 12 - PROGRESS: at 1.99% examples, 210777 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:21,536 : INFO : EPOCH 12 - PROGRESS: at 2.10% examples, 209994 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:22,559 : INFO : EPOCH 12 - PROGRESS: at 2.21% examples, 209361 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:37:23,570 : INFO : EPOCH 12 - PROGRESS: at 2.33% examples, 208882 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:24,600 : INFO : EPOCH 12 - PROGRESS: at 2.43% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:25,607 : INFO : EPOCH 12 - PROGRESS: at 2.54% examples, 207891 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:26,636 : INFO : EPOCH 12 - PROGRESS: at 2.64% examples, 207568 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:27,669 : INFO : EPOCH 12 - PROGRESS: at 2.72% examples, 206870 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:28,698 : INFO : EPOCH 12 - PROGRESS: at 2.81% examples, 206089 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:29,792 : INFO : EPOCH 12 - PROGRESS: at 2.90% examples, 204245 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:30,813 : INFO : EPOCH 12 - PROGRESS: at 2.98% examples, 202902 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:31,833 : INFO : EPOCH 12 - PROGRESS: at 3.07% examples, 201921 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:32,841 : INFO : EPOCH 12 - PROGRESS: at 3.18% examples, 200964 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:33,841 : INFO : EPOCH 12 - PROGRESS: at 3.26% examples, 199815 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:34,884 : INFO : EPOCH 12 - PROGRESS: at 3.37% examples, 198675 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:35,949 : INFO : EPOCH 12 - PROGRESS: at 3.47% examples, 197572 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:36,953 : INFO : EPOCH 12 - PROGRESS: at 3.54% examples, 196997 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:38,043 : INFO : EPOCH 12 - PROGRESS: at 3.65% examples, 195852 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:39,064 : INFO : EPOCH 12 - PROGRESS: at 3.75% examples, 195197 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:40,069 : INFO : EPOCH 12 - PROGRESS: at 3.84% examples, 194509 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:41,088 : INFO : EPOCH 12 - PROGRESS: at 3.94% examples, 194028 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:42,116 : INFO : EPOCH 12 - PROGRESS: at 4.03% examples, 193243 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:43,123 : INFO : EPOCH 12 - PROGRESS: at 4.14% examples, 192774 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:44,142 : INFO : EPOCH 12 - PROGRESS: at 4.23% examples, 192053 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:45,198 : INFO : EPOCH 12 - PROGRESS: at 4.31% examples, 191541 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:46,219 : INFO : EPOCH 12 - PROGRESS: at 4.41% examples, 191092 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:47,235 : INFO : EPOCH 12 - PROGRESS: at 4.50% examples, 190350 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:48,273 : INFO : EPOCH 12 - PROGRESS: at 4.58% examples, 189866 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:49,321 : INFO : EPOCH 12 - PROGRESS: at 4.68% examples, 189313 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:50,364 : INFO : EPOCH 12 - PROGRESS: at 4.77% examples, 188948 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:51,416 : INFO : EPOCH 12 - PROGRESS: at 4.89% examples, 188445 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:52,419 : INFO : EPOCH 12 - PROGRESS: at 4.97% examples, 188049 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:37:53,480 : INFO : EPOCH 12 - PROGRESS: at 5.08% examples, 187492 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:54,541 : INFO : EPOCH 12 - PROGRESS: at 5.18% examples, 187177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:55,595 : INFO : EPOCH 12 - PROGRESS: at 5.27% examples, 186625 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:56,641 : INFO : EPOCH 12 - PROGRESS: at 5.37% examples, 186358 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:57,663 : INFO : EPOCH 12 - PROGRESS: at 5.47% examples, 186062 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:37:58,702 : INFO : EPOCH 12 - PROGRESS: at 5.55% examples, 185641 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:37:59,731 : INFO : EPOCH 12 - PROGRESS: at 5.65% examples, 185334 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:00,766 : INFO : EPOCH 12 - PROGRESS: at 5.74% examples, 184982 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:01,803 : INFO : EPOCH 12 - PROGRESS: at 5.83% examples, 184642 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:02,844 : INFO : EPOCH 12 - PROGRESS: at 5.91% examples, 184406 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:03,892 : INFO : EPOCH 12 - PROGRESS: at 6.01% examples, 184140 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:04,903 : INFO : EPOCH 12 - PROGRESS: at 6.10% examples, 183788 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:05,926 : INFO : EPOCH 12 - PROGRESS: at 6.20% examples, 183533 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:06,938 : INFO : EPOCH 12 - PROGRESS: at 6.29% examples, 183223 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:07,939 : INFO : EPOCH 12 - PROGRESS: at 6.38% examples, 183138 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:08,952 : INFO : EPOCH 12 - PROGRESS: at 6.47% examples, 182780 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:09,984 : INFO : EPOCH 12 - PROGRESS: at 6.54% examples, 182489 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:10,985 : INFO : EPOCH 12 - PROGRESS: at 6.64% examples, 182311 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:12,093 : INFO : EPOCH 12 - PROGRESS: at 6.71% examples, 181966 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:13,102 : INFO : EPOCH 12 - PROGRESS: at 6.81% examples, 181778 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:14,105 : INFO : EPOCH 12 - PROGRESS: at 6.90% examples, 181597 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:15,118 : INFO : EPOCH 12 - PROGRESS: at 6.99% examples, 181363 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:16,181 : INFO : EPOCH 12 - PROGRESS: at 7.08% examples, 181102 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:17,203 : INFO : EPOCH 12 - PROGRESS: at 7.17% examples, 181049 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:18,252 : INFO : EPOCH 12 - PROGRESS: at 7.27% examples, 180787 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:19,309 : INFO : EPOCH 12 - PROGRESS: at 7.36% examples, 180601 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:20,312 : INFO : EPOCH 12 - PROGRESS: at 7.44% examples, 180442 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:21,398 : INFO : EPOCH 12 - PROGRESS: at 7.54% examples, 180225 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:22,439 : INFO : EPOCH 12 - PROGRESS: at 7.64% examples, 180190 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:23,466 : INFO : EPOCH 12 - PROGRESS: at 7.72% examples, 179962 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:24,471 : INFO : EPOCH 12 - PROGRESS: at 7.80% examples, 179758 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:25,539 : INFO : EPOCH 12 - PROGRESS: at 7.89% examples, 179610 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:38:26,663 : INFO : EPOCH 12 - PROGRESS: at 7.99% examples, 179468 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:27,665 : INFO : EPOCH 12 - PROGRESS: at 8.09% examples, 179343 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:28,694 : INFO : EPOCH 12 - PROGRESS: at 8.17% examples, 179219 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:29,741 : INFO : EPOCH 12 - PROGRESS: at 8.26% examples, 178998 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:30,758 : INFO : EPOCH 12 - PROGRESS: at 8.36% examples, 178975 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:31,764 : INFO : EPOCH 12 - PROGRESS: at 8.44% examples, 178793 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:32,782 : INFO : EPOCH 12 - PROGRESS: at 8.52% examples, 178591 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:33,801 : INFO : EPOCH 12 - PROGRESS: at 8.63% examples, 178490 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:34,814 : INFO : EPOCH 12 - PROGRESS: at 8.74% examples, 178381 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:35,836 : INFO : EPOCH 12 - PROGRESS: at 8.84% examples, 178257 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:36,863 : INFO : EPOCH 12 - PROGRESS: at 8.93% examples, 178121 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:37,934 : INFO : EPOCH 12 - PROGRESS: at 9.01% examples, 178041 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:38:38,985 : INFO : EPOCH 12 - PROGRESS: at 9.10% examples, 177920 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:40,039 : INFO : EPOCH 12 - PROGRESS: at 9.20% examples, 177801 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:41,050 : INFO : EPOCH 12 - PROGRESS: at 9.28% examples, 177686 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:42,112 : INFO : EPOCH 12 - PROGRESS: at 9.38% examples, 177624 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:43,165 : INFO : EPOCH 12 - PROGRESS: at 9.47% examples, 177458 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:44,175 : INFO : EPOCH 12 - PROGRESS: at 9.56% examples, 177400 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:45,213 : INFO : EPOCH 12 - PROGRESS: at 9.65% examples, 177296 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:46,229 : INFO : EPOCH 12 - PROGRESS: at 9.75% examples, 177222 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:47,229 : INFO : EPOCH 12 - PROGRESS: at 9.84% examples, 177137 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:48,266 : INFO : EPOCH 12 - PROGRESS: at 9.93% examples, 177047 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:49,312 : INFO : EPOCH 12 - PROGRESS: at 10.02% examples, 176924 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:50,349 : INFO : EPOCH 12 - PROGRESS: at 10.11% examples, 176817 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:51,365 : INFO : EPOCH 12 - PROGRESS: at 10.20% examples, 176806 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:52,417 : INFO : EPOCH 12 - PROGRESS: at 10.27% examples, 176652 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:53,478 : INFO : EPOCH 12 - PROGRESS: at 10.35% examples, 176533 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:54,488 : INFO : EPOCH 12 - PROGRESS: at 10.45% examples, 176507 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:55,565 : INFO : EPOCH 12 - PROGRESS: at 10.55% examples, 176355 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:56,623 : INFO : EPOCH 12 - PROGRESS: at 10.67% examples, 176294 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:57,633 : INFO : EPOCH 12 - PROGRESS: at 10.77% examples, 176199 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:58,655 : INFO : EPOCH 12 - PROGRESS: at 10.85% examples, 176090 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:38:59,662 : INFO : EPOCH 12 - PROGRESS: at 10.92% examples, 176043 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:00,728 : INFO : EPOCH 12 - PROGRESS: at 11.03% examples, 175975 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:01,751 : INFO : EPOCH 12 - PROGRESS: at 11.13% examples, 175921 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:02,763 : INFO : EPOCH 12 - PROGRESS: at 11.23% examples, 175840 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:03,782 : INFO : EPOCH 12 - PROGRESS: at 11.30% examples, 175789 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:04,817 : INFO : EPOCH 12 - PROGRESS: at 11.39% examples, 175693 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:05,846 : INFO : EPOCH 12 - PROGRESS: at 11.48% examples, 175666 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:06,857 : INFO : EPOCH 12 - PROGRESS: at 11.57% examples, 175587 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:07,866 : INFO : EPOCH 12 - PROGRESS: at 11.66% examples, 175486 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:08,869 : INFO : EPOCH 12 - PROGRESS: at 11.75% examples, 175433 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:09,883 : INFO : EPOCH 12 - PROGRESS: at 11.84% examples, 175401 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:10,972 : INFO : EPOCH 12 - PROGRESS: at 11.94% examples, 175266 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:12,014 : INFO : EPOCH 12 - PROGRESS: at 12.03% examples, 175223 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:13,044 : INFO : EPOCH 12 - PROGRESS: at 12.12% examples, 175204 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:14,073 : INFO : EPOCH 12 - PROGRESS: at 12.21% examples, 175122 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:15,145 : INFO : EPOCH 12 - PROGRESS: at 12.31% examples, 175050 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:16,187 : INFO : EPOCH 12 - PROGRESS: at 12.39% examples, 174954 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:17,235 : INFO : EPOCH 12 - PROGRESS: at 12.49% examples, 174965 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:18,270 : INFO : EPOCH 12 - PROGRESS: at 12.58% examples, 174892 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:19,340 : INFO : EPOCH 12 - PROGRESS: at 12.66% examples, 174792 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:20,347 : INFO : EPOCH 12 - PROGRESS: at 12.76% examples, 174806 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:21,397 : INFO : EPOCH 12 - PROGRESS: at 12.85% examples, 174741 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:22,453 : INFO : EPOCH 12 - PROGRESS: at 12.94% examples, 174658 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:23,457 : INFO : EPOCH 12 - PROGRESS: at 13.02% examples, 174641 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:24,487 : INFO : EPOCH 12 - PROGRESS: at 13.11% examples, 174558 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:25,499 : INFO : EPOCH 12 - PROGRESS: at 13.20% examples, 174520 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:26,529 : INFO : EPOCH 12 - PROGRESS: at 13.30% examples, 174511 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:27,559 : INFO : EPOCH 12 - PROGRESS: at 13.38% examples, 174432 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:28,580 : INFO : EPOCH 12 - PROGRESS: at 13.47% examples, 174393 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:29,604 : INFO : EPOCH 12 - PROGRESS: at 13.57% examples, 174346 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:30,621 : INFO : EPOCH 12 - PROGRESS: at 13.67% examples, 174413 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:31,662 : INFO : EPOCH 12 - PROGRESS: at 13.75% examples, 174420 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:32,666 : INFO : EPOCH 12 - PROGRESS: at 13.86% examples, 174483 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:33,681 : INFO : EPOCH 12 - PROGRESS: at 13.94% examples, 174535 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:34,730 : INFO : EPOCH 12 - PROGRESS: at 14.05% examples, 174549 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:35,731 : INFO : EPOCH 12 - PROGRESS: at 14.16% examples, 174526 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:36,803 : INFO : EPOCH 12 - PROGRESS: at 14.25% examples, 174466 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:37,824 : INFO : EPOCH 12 - PROGRESS: at 14.35% examples, 174394 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:38,836 : INFO : EPOCH 12 - PROGRESS: at 14.46% examples, 174428 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:39,838 : INFO : EPOCH 12 - PROGRESS: at 14.54% examples, 174345 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:40,862 : INFO : EPOCH 12 - PROGRESS: at 14.63% examples, 174300 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:41,929 : INFO : EPOCH 12 - PROGRESS: at 14.72% examples, 174244 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:42,977 : INFO : EPOCH 12 - PROGRESS: at 14.80% examples, 174200 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:44,048 : INFO : EPOCH 12 - PROGRESS: at 14.90% examples, 174151 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:45,063 : INFO : EPOCH 12 - PROGRESS: at 15.00% examples, 174163 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:46,080 : INFO : EPOCH 12 - PROGRESS: at 15.08% examples, 174067 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:47,099 : INFO : EPOCH 12 - PROGRESS: at 15.18% examples, 174092 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:48,102 : INFO : EPOCH 12 - PROGRESS: at 15.27% examples, 174094 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:49,165 : INFO : EPOCH 12 - PROGRESS: at 15.36% examples, 173999 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:50,243 : INFO : EPOCH 12 - PROGRESS: at 15.48% examples, 173956 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:51,251 : INFO : EPOCH 12 - PROGRESS: at 15.56% examples, 173936 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:52,287 : INFO : EPOCH 12 - PROGRESS: at 15.66% examples, 173861 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:53,293 : INFO : EPOCH 12 - PROGRESS: at 15.75% examples, 173875 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:54,358 : INFO : EPOCH 12 - PROGRESS: at 15.87% examples, 173801 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:55,363 : INFO : EPOCH 12 - PROGRESS: at 15.95% examples, 173782 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:56,381 : INFO : EPOCH 12 - PROGRESS: at 16.05% examples, 173757 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:57,426 : INFO : EPOCH 12 - PROGRESS: at 16.14% examples, 173714 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:58,462 : INFO : EPOCH 12 - PROGRESS: at 16.24% examples, 173677 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:39:59,552 : INFO : EPOCH 12 - PROGRESS: at 16.34% examples, 173632 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:00,578 : INFO : EPOCH 12 - PROGRESS: at 16.45% examples, 173632 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:01,582 : INFO : EPOCH 12 - PROGRESS: at 16.55% examples, 173621 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:02,590 : INFO : EPOCH 12 - PROGRESS: at 16.63% examples, 173542 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:03,649 : INFO : EPOCH 12 - PROGRESS: at 16.73% examples, 173513 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:04,665 : INFO : EPOCH 12 - PROGRESS: at 16.82% examples, 173487 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:05,702 : INFO : EPOCH 12 - PROGRESS: at 16.91% examples, 173461 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:06,706 : INFO : EPOCH 12 - PROGRESS: at 17.00% examples, 173455 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:07,721 : INFO : EPOCH 12 - PROGRESS: at 17.07% examples, 173383 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:08,722 : INFO : EPOCH 12 - PROGRESS: at 17.16% examples, 173388 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:09,785 : INFO : EPOCH 12 - PROGRESS: at 17.25% examples, 173348 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:10,806 : INFO : EPOCH 12 - PROGRESS: at 17.36% examples, 173369 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:11,867 : INFO : EPOCH 12 - PROGRESS: at 17.44% examples, 173276 words/s, in_qsize 7, out_qsize 1
2020-07-16 21:40:12,870 : INFO : EPOCH 12 - PROGRESS: at 17.54% examples, 173287 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:13,892 : INFO : EPOCH 12 - PROGRESS: at 17.61% examples, 173239 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:14,970 : INFO : EPOCH 12 - PROGRESS: at 17.71% examples, 173206 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:16,013 : INFO : EPOCH 12 - PROGRESS: at 17.81% examples, 173169 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:17,051 : INFO : EPOCH 12 - PROGRESS: at 17.90% examples, 173162 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:18,084 : INFO : EPOCH 12 - PROGRESS: at 18.00% examples, 173140 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:19,117 : INFO : EPOCH 12 - PROGRESS: at 18.10% examples, 173097 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:20,187 : INFO : EPOCH 12 - PROGRESS: at 18.17% examples, 173051 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:21,240 : INFO : EPOCH 12 - PROGRESS: at 18.25% examples, 173026 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:22,300 : INFO : EPOCH 12 - PROGRESS: at 18.34% examples, 173008 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:23,347 : INFO : EPOCH 12 - PROGRESS: at 18.43% examples, 172921 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:24,366 : INFO : EPOCH 12 - PROGRESS: at 18.52% examples, 172915 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:25,407 : INFO : EPOCH 12 - PROGRESS: at 18.60% examples, 172875 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:26,454 : INFO : EPOCH 12 - PROGRESS: at 18.71% examples, 172839 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:27,472 : INFO : EPOCH 12 - PROGRESS: at 18.80% examples, 172799 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:40:28,548 : INFO : EPOCH 12 - PROGRESS: at 18.87% examples, 172800 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:29,579 : INFO : EPOCH 12 - PROGRESS: at 18.98% examples, 172766 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:30,591 : INFO : EPOCH 12 - PROGRESS: at 19.08% examples, 172733 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:40:31,609 : INFO : EPOCH 12 - PROGRESS: at 19.17% examples, 172729 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:32,651 : INFO : EPOCH 12 - PROGRESS: at 19.26% examples, 172682 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:33,673 : INFO : EPOCH 12 - PROGRESS: at 19.35% examples, 172667 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:34,711 : INFO : EPOCH 12 - PROGRESS: at 19.45% examples, 172632 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:35,727 : INFO : EPOCH 12 - PROGRESS: at 19.55% examples, 172636 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:36,833 : INFO : EPOCH 12 - PROGRESS: at 19.64% examples, 172552 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:37,865 : INFO : EPOCH 12 - PROGRESS: at 19.74% examples, 172545 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:38,995 : INFO : EPOCH 12 - PROGRESS: at 19.83% examples, 172509 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:40,081 : INFO : EPOCH 12 - PROGRESS: at 19.94% examples, 172517 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:41,101 : INFO : EPOCH 12 - PROGRESS: at 20.05% examples, 172508 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:42,107 : INFO : EPOCH 12 - PROGRESS: at 20.16% examples, 172501 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:43,162 : INFO : EPOCH 12 - PROGRESS: at 20.25% examples, 172432 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:44,217 : INFO : EPOCH 12 - PROGRESS: at 20.34% examples, 172445 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:45,268 : INFO : EPOCH 12 - PROGRESS: at 20.43% examples, 172426 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:46,269 : INFO : EPOCH 12 - PROGRESS: at 20.53% examples, 172397 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:47,292 : INFO : EPOCH 12 - PROGRESS: at 20.63% examples, 172386 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:48,340 : INFO : EPOCH 12 - PROGRESS: at 20.72% examples, 172324 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:49,422 : INFO : EPOCH 12 - PROGRESS: at 20.82% examples, 172319 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:50,459 : INFO : EPOCH 12 - PROGRESS: at 20.90% examples, 172279 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:51,550 : INFO : EPOCH 12 - PROGRESS: at 21.01% examples, 172256 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:52,557 : INFO : EPOCH 12 - PROGRESS: at 21.11% examples, 172270 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:53,618 : INFO : EPOCH 12 - PROGRESS: at 21.19% examples, 172226 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:40:54,674 : INFO : EPOCH 12 - PROGRESS: at 21.29% examples, 172198 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:40:55,713 : INFO : EPOCH 12 - PROGRESS: at 21.38% examples, 172185 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:56,750 : INFO : EPOCH 12 - PROGRESS: at 21.48% examples, 172151 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:57,836 : INFO : EPOCH 12 - PROGRESS: at 21.60% examples, 172147 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:40:58,857 : INFO : EPOCH 12 - PROGRESS: at 21.68% examples, 172120 words/s, in_qsize 7, out_qsize 1
2020-07-16 21:40:59,906 : INFO : EPOCH 12 - PROGRESS: at 21.77% examples, 172098 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:00,953 : INFO : EPOCH 12 - PROGRESS: at 21.89% examples, 172087 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:01,986 : INFO : EPOCH 12 - PROGRESS: at 21.98% examples, 172079 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:02,991 : INFO : EPOCH 12 - PROGRESS: at 22.06% examples, 172078 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:04,053 : INFO : EPOCH 12 - PROGRESS: at 22.16% examples, 172012 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:05,149 : INFO : EPOCH 12 - PROGRESS: at 22.24% examples, 171999 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:06,197 : INFO : EPOCH 12 - PROGRESS: at 22.33% examples, 171993 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:41:07,245 : INFO : EPOCH 12 - PROGRESS: at 22.43% examples, 172008 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:08,277 : INFO : EPOCH 12 - PROGRESS: at 22.52% examples, 171979 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:09,280 : INFO : EPOCH 12 - PROGRESS: at 22.59% examples, 171966 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:10,306 : INFO : EPOCH 12 - PROGRESS: at 22.69% examples, 171963 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:11,379 : INFO : EPOCH 12 - PROGRESS: at 22.78% examples, 171914 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:12,400 : INFO : EPOCH 12 - PROGRESS: at 22.88% examples, 171918 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:13,412 : INFO : EPOCH 12 - PROGRESS: at 22.97% examples, 171916 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:14,458 : INFO : EPOCH 12 - PROGRESS: at 23.06% examples, 171868 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:15,488 : INFO : EPOCH 12 - PROGRESS: at 23.16% examples, 171878 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:16,512 : INFO : EPOCH 12 - PROGRESS: at 23.25% examples, 171829 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:17,584 : INFO : EPOCH 12 - PROGRESS: at 23.34% examples, 171809 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:18,647 : INFO : EPOCH 12 - PROGRESS: at 23.43% examples, 171779 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:41:19,690 : INFO : EPOCH 12 - PROGRESS: at 23.53% examples, 171788 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:20,730 : INFO : EPOCH 12 - PROGRESS: at 23.63% examples, 171781 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:21,765 : INFO : EPOCH 12 - PROGRESS: at 23.73% examples, 171761 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:22,831 : INFO : EPOCH 12 - PROGRESS: at 23.80% examples, 171739 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:23,863 : INFO : EPOCH 12 - PROGRESS: at 23.89% examples, 171725 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:24,901 : INFO : EPOCH 12 - PROGRESS: at 23.99% examples, 171721 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:25,962 : INFO : EPOCH 12 - PROGRESS: at 24.08% examples, 171647 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:26,972 : INFO : EPOCH 12 - PROGRESS: at 24.18% examples, 171609 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:27,978 : INFO : EPOCH 12 - PROGRESS: at 24.26% examples, 171588 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:29,038 : INFO : EPOCH 12 - PROGRESS: at 24.37% examples, 171536 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:30,050 : INFO : EPOCH 12 - PROGRESS: at 24.45% examples, 171416 words/s, in_qsize 7, out_qsize 1
2020-07-16 21:41:31,160 : INFO : EPOCH 12 - PROGRESS: at 24.54% examples, 171294 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:32,262 : INFO : EPOCH 12 - PROGRESS: at 24.63% examples, 171171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:33,263 : INFO : EPOCH 12 - PROGRESS: at 24.71% examples, 171190 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:34,317 : INFO : EPOCH 12 - PROGRESS: at 24.81% examples, 171160 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:35,336 : INFO : EPOCH 12 - PROGRESS: at 24.92% examples, 171217 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:36,376 : INFO : EPOCH 12 - PROGRESS: at 25.02% examples, 171239 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:37,407 : INFO : EPOCH 12 - PROGRESS: at 25.13% examples, 171252 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:38,421 : INFO : EPOCH 12 - PROGRESS: at 25.24% examples, 171322 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:39,465 : INFO : EPOCH 12 - PROGRESS: at 25.34% examples, 171343 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:40,524 : INFO : EPOCH 12 - PROGRESS: at 25.43% examples, 171326 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:41:41,525 : INFO : EPOCH 12 - PROGRESS: at 25.52% examples, 171362 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:42,568 : INFO : EPOCH 12 - PROGRESS: at 25.61% examples, 171339 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:43,580 : INFO : EPOCH 12 - PROGRESS: at 25.70% examples, 171352 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:44,580 : INFO : EPOCH 12 - PROGRESS: at 25.81% examples, 171351 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:45,666 : INFO : EPOCH 12 - PROGRESS: at 25.91% examples, 171369 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:46,673 : INFO : EPOCH 12 - PROGRESS: at 26.01% examples, 171403 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:47,753 : INFO : EPOCH 12 - PROGRESS: at 26.11% examples, 171361 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:41:48,766 : INFO : EPOCH 12 - PROGRESS: at 26.21% examples, 171374 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:49,805 : INFO : EPOCH 12 - PROGRESS: at 26.29% examples, 171359 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:50,821 : INFO : EPOCH 12 - PROGRESS: at 26.39% examples, 171367 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:41:51,897 : INFO : EPOCH 12 - PROGRESS: at 26.50% examples, 171333 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:41:52,917 : INFO : EPOCH 12 - PROGRESS: at 26.60% examples, 171336 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:53,956 : INFO : EPOCH 12 - PROGRESS: at 26.71% examples, 171326 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:55,000 : INFO : EPOCH 12 - PROGRESS: at 26.79% examples, 171332 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:56,036 : INFO : EPOCH 12 - PROGRESS: at 26.88% examples, 171308 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:57,058 : INFO : EPOCH 12 - PROGRESS: at 26.97% examples, 171295 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:58,100 : INFO : EPOCH 12 - PROGRESS: at 27.08% examples, 171293 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:41:59,134 : INFO : EPOCH 12 - PROGRESS: at 27.18% examples, 171274 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:00,219 : INFO : EPOCH 12 - PROGRESS: at 27.28% examples, 171228 words/s, in_qsize 8, out_qsize 2
2020-07-16 21:42:01,241 : INFO : EPOCH 12 - PROGRESS: at 27.36% examples, 171245 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:02,241 : INFO : EPOCH 12 - PROGRESS: at 27.45% examples, 171236 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:03,267 : INFO : EPOCH 12 - PROGRESS: at 27.54% examples, 171199 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:04,344 : INFO : EPOCH 12 - PROGRESS: at 27.64% examples, 171188 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:05,406 : INFO : EPOCH 12 - PROGRESS: at 27.75% examples, 171192 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:06,463 : INFO : EPOCH 12 - PROGRESS: at 27.83% examples, 171180 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:07,481 : INFO : EPOCH 12 - PROGRESS: at 27.91% examples, 171177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:08,482 : INFO : EPOCH 12 - PROGRESS: at 28.00% examples, 171155 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:09,499 : INFO : EPOCH 12 - PROGRESS: at 28.08% examples, 171162 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:10,527 : INFO : EPOCH 12 - PROGRESS: at 28.18% examples, 171131 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:11,580 : INFO : EPOCH 12 - PROGRESS: at 28.27% examples, 171109 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:12,596 : INFO : EPOCH 12 - PROGRESS: at 28.37% examples, 171113 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:13,730 : INFO : EPOCH 12 - PROGRESS: at 28.47% examples, 171072 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:42:14,742 : INFO : EPOCH 12 - PROGRESS: at 28.56% examples, 171092 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:15,744 : INFO : EPOCH 12 - PROGRESS: at 28.65% examples, 171077 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:16,751 : INFO : EPOCH 12 - PROGRESS: at 28.74% examples, 171066 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:17,752 : INFO : EPOCH 12 - PROGRESS: at 28.82% examples, 171051 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:18,771 : INFO : EPOCH 12 - PROGRESS: at 28.92% examples, 171042 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:19,782 : INFO : EPOCH 12 - PROGRESS: at 29.00% examples, 171029 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:20,859 : INFO : EPOCH 12 - PROGRESS: at 29.09% examples, 171005 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:21,863 : INFO : EPOCH 12 - PROGRESS: at 29.17% examples, 171013 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:22,904 : INFO : EPOCH 12 - PROGRESS: at 29.27% examples, 171012 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:23,942 : INFO : EPOCH 12 - PROGRESS: at 29.37% examples, 171030 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:24,958 : INFO : EPOCH 12 - PROGRESS: at 29.45% examples, 171071 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:25,991 : INFO : EPOCH 12 - PROGRESS: at 29.55% examples, 171080 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:27,054 : INFO : EPOCH 12 - PROGRESS: at 29.66% examples, 171105 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:28,060 : INFO : EPOCH 12 - PROGRESS: at 29.75% examples, 171113 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:29,090 : INFO : EPOCH 12 - PROGRESS: at 29.85% examples, 171114 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:30,181 : INFO : EPOCH 12 - PROGRESS: at 29.93% examples, 171090 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:31,233 : INFO : EPOCH 12 - PROGRESS: at 30.02% examples, 171072 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:32,265 : INFO : EPOCH 12 - PROGRESS: at 30.10% examples, 171084 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:33,281 : INFO : EPOCH 12 - PROGRESS: at 30.20% examples, 171087 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:34,301 : INFO : EPOCH 12 - PROGRESS: at 30.28% examples, 171087 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:35,352 : INFO : EPOCH 12 - PROGRESS: at 30.37% examples, 171069 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:36,381 : INFO : EPOCH 12 - PROGRESS: at 30.47% examples, 171068 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:42:37,392 : INFO : EPOCH 12 - PROGRESS: at 30.56% examples, 171064 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:38,436 : INFO : EPOCH 12 - PROGRESS: at 30.66% examples, 171052 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:39,505 : INFO : EPOCH 12 - PROGRESS: at 30.74% examples, 171031 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:40,510 : INFO : EPOCH 12 - PROGRESS: at 30.85% examples, 171044 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:41,513 : INFO : EPOCH 12 - PROGRESS: at 30.96% examples, 171085 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:42,549 : INFO : EPOCH 12 - PROGRESS: at 31.07% examples, 171226 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:43,563 : INFO : EPOCH 12 - PROGRESS: at 31.20% examples, 171371 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:44,617 : INFO : EPOCH 12 - PROGRESS: at 31.35% examples, 171492 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:45,621 : INFO : EPOCH 12 - PROGRESS: at 31.47% examples, 171648 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:46,626 : INFO : EPOCH 12 - PROGRESS: at 31.59% examples, 171798 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:47,661 : INFO : EPOCH 12 - PROGRESS: at 31.71% examples, 171916 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:48,682 : INFO : EPOCH 12 - PROGRESS: at 31.83% examples, 172067 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:49,737 : INFO : EPOCH 12 - PROGRESS: at 31.94% examples, 172206 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:50,741 : INFO : EPOCH 12 - PROGRESS: at 32.05% examples, 172333 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:51,775 : INFO : EPOCH 12 - PROGRESS: at 32.16% examples, 172469 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:52,797 : INFO : EPOCH 12 - PROGRESS: at 32.28% examples, 172598 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:53,828 : INFO : EPOCH 12 - PROGRESS: at 32.41% examples, 172729 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:54,868 : INFO : EPOCH 12 - PROGRESS: at 32.52% examples, 172873 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:55,923 : INFO : EPOCH 12 - PROGRESS: at 32.64% examples, 173000 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:56,927 : INFO : EPOCH 12 - PROGRESS: at 32.75% examples, 173131 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:57,943 : INFO : EPOCH 12 - PROGRESS: at 32.86% examples, 173289 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:58,971 : INFO : EPOCH 12 - PROGRESS: at 32.98% examples, 173398 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:42:59,984 : INFO : EPOCH 12 - PROGRESS: at 33.09% examples, 173540 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:00,991 : INFO : EPOCH 12 - PROGRESS: at 33.21% examples, 173658 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:02,009 : INFO : EPOCH 12 - PROGRESS: at 33.34% examples, 173799 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:03,012 : INFO : EPOCH 12 - PROGRESS: at 33.45% examples, 173910 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:04,047 : INFO : EPOCH 12 - PROGRESS: at 33.55% examples, 174022 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:05,060 : INFO : EPOCH 12 - PROGRESS: at 33.67% examples, 174143 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:06,129 : INFO : EPOCH 12 - PROGRESS: at 33.80% examples, 174269 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:07,146 : INFO : EPOCH 12 - PROGRESS: at 33.93% examples, 174385 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:08,161 : INFO : EPOCH 12 - PROGRESS: at 34.03% examples, 174511 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:09,171 : INFO : EPOCH 12 - PROGRESS: at 34.17% examples, 174651 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:10,211 : INFO : EPOCH 12 - PROGRESS: at 34.30% examples, 174759 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:11,241 : INFO : EPOCH 12 - PROGRESS: at 34.43% examples, 174887 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:12,280 : INFO : EPOCH 12 - PROGRESS: at 34.54% examples, 175015 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:13,300 : INFO : EPOCH 12 - PROGRESS: at 34.67% examples, 175142 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:14,307 : INFO : EPOCH 12 - PROGRESS: at 34.77% examples, 175241 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:15,320 : INFO : EPOCH 12 - PROGRESS: at 34.89% examples, 175360 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:16,403 : INFO : EPOCH 12 - PROGRESS: at 35.01% examples, 175451 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:17,418 : INFO : EPOCH 12 - PROGRESS: at 35.12% examples, 175598 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:18,438 : INFO : EPOCH 12 - PROGRESS: at 35.26% examples, 175715 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:19,479 : INFO : EPOCH 12 - PROGRESS: at 35.38% examples, 175827 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:20,481 : INFO : EPOCH 12 - PROGRESS: at 35.49% examples, 175944 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:21,490 : INFO : EPOCH 12 - PROGRESS: at 35.61% examples, 176060 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:22,535 : INFO : EPOCH 12 - PROGRESS: at 35.71% examples, 176159 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:23,544 : INFO : EPOCH 12 - PROGRESS: at 35.83% examples, 176287 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:24,557 : INFO : EPOCH 12 - PROGRESS: at 35.97% examples, 176406 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:25,571 : INFO : EPOCH 12 - PROGRESS: at 36.09% examples, 176510 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:26,577 : INFO : EPOCH 12 - PROGRESS: at 36.22% examples, 176613 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:27,578 : INFO : EPOCH 12 - PROGRESS: at 36.32% examples, 176749 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:28,590 : INFO : EPOCH 12 - PROGRESS: at 36.45% examples, 176852 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:29,613 : INFO : EPOCH 12 - PROGRESS: at 36.57% examples, 176950 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:30,616 : INFO : EPOCH 12 - PROGRESS: at 36.70% examples, 177066 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:31,633 : INFO : EPOCH 12 - PROGRESS: at 36.84% examples, 177166 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:32,638 : INFO : EPOCH 12 - PROGRESS: at 36.97% examples, 177275 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:33,712 : INFO : EPOCH 12 - PROGRESS: at 37.09% examples, 177358 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:34,762 : INFO : EPOCH 12 - PROGRESS: at 37.22% examples, 177491 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:35,785 : INFO : EPOCH 12 - PROGRESS: at 37.33% examples, 177596 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:36,799 : INFO : EPOCH 12 - PROGRESS: at 37.45% examples, 177684 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:37,807 : INFO : EPOCH 12 - PROGRESS: at 37.57% examples, 177795 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:38,834 : INFO : EPOCH 12 - PROGRESS: at 37.70% examples, 177899 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:39,858 : INFO : EPOCH 12 - PROGRESS: at 37.82% examples, 178005 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:40,881 : INFO : EPOCH 12 - PROGRESS: at 37.94% examples, 178112 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:41,882 : INFO : EPOCH 12 - PROGRESS: at 38.05% examples, 178232 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:42,927 : INFO : EPOCH 12 - PROGRESS: at 38.17% examples, 178318 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:43,934 : INFO : EPOCH 12 - PROGRESS: at 38.28% examples, 178425 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:44,954 : INFO : EPOCH 12 - PROGRESS: at 38.41% examples, 178535 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:45,958 : INFO : EPOCH 12 - PROGRESS: at 38.52% examples, 178648 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:46,973 : INFO : EPOCH 12 - PROGRESS: at 38.63% examples, 178743 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:47,997 : INFO : EPOCH 12 - PROGRESS: at 38.75% examples, 178830 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:49,006 : INFO : EPOCH 12 - PROGRESS: at 38.86% examples, 178925 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:50,035 : INFO : EPOCH 12 - PROGRESS: at 38.98% examples, 179024 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:51,117 : INFO : EPOCH 12 - PROGRESS: at 39.11% examples, 179125 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:52,128 : INFO : EPOCH 12 - PROGRESS: at 39.23% examples, 179248 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:53,191 : INFO : EPOCH 12 - PROGRESS: at 39.35% examples, 179340 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:54,206 : INFO : EPOCH 12 - PROGRESS: at 39.47% examples, 179437 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:55,243 : INFO : EPOCH 12 - PROGRESS: at 39.59% examples, 179514 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:56,244 : INFO : EPOCH 12 - PROGRESS: at 39.70% examples, 179626 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:57,268 : INFO : EPOCH 12 - PROGRESS: at 39.82% examples, 179719 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:58,277 : INFO : EPOCH 12 - PROGRESS: at 39.94% examples, 179821 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:43:59,278 : INFO : EPOCH 12 - PROGRESS: at 40.06% examples, 179901 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:00,342 : INFO : EPOCH 12 - PROGRESS: at 40.18% examples, 179999 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:01,362 : INFO : EPOCH 12 - PROGRESS: at 40.29% examples, 180095 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:02,380 : INFO : EPOCH 12 - PROGRESS: at 40.42% examples, 180185 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:03,421 : INFO : EPOCH 12 - PROGRESS: at 40.54% examples, 180285 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:04,449 : INFO : EPOCH 12 - PROGRESS: at 40.66% examples, 180376 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:05,464 : INFO : EPOCH 12 - PROGRESS: at 40.78% examples, 180479 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:06,477 : INFO : EPOCH 12 - PROGRESS: at 40.89% examples, 180568 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:07,533 : INFO : EPOCH 12 - PROGRESS: at 41.02% examples, 180642 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:08,587 : INFO : EPOCH 12 - PROGRESS: at 41.13% examples, 180740 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:09,659 : INFO : EPOCH 12 - PROGRESS: at 41.27% examples, 180826 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:10,664 : INFO : EPOCH 12 - PROGRESS: at 41.38% examples, 180925 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:11,683 : INFO : EPOCH 12 - PROGRESS: at 41.49% examples, 181014 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:12,740 : INFO : EPOCH 12 - PROGRESS: at 41.61% examples, 181091 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:13,761 : INFO : EPOCH 12 - PROGRESS: at 41.74% examples, 181195 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:14,810 : INFO : EPOCH 12 - PROGRESS: at 41.86% examples, 181276 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:15,889 : INFO : EPOCH 12 - PROGRESS: at 42.00% examples, 181377 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:16,906 : INFO : EPOCH 12 - PROGRESS: at 42.12% examples, 181466 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:17,926 : INFO : EPOCH 12 - PROGRESS: at 42.24% examples, 181557 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:18,931 : INFO : EPOCH 12 - PROGRESS: at 42.36% examples, 181624 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:19,943 : INFO : EPOCH 12 - PROGRESS: at 42.47% examples, 181720 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:20,967 : INFO : EPOCH 12 - PROGRESS: at 42.60% examples, 181810 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:21,981 : INFO : EPOCH 12 - PROGRESS: at 42.72% examples, 181888 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:22,981 : INFO : EPOCH 12 - PROGRESS: at 42.83% examples, 181976 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:23,987 : INFO : EPOCH 12 - PROGRESS: at 42.96% examples, 182076 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:25,073 : INFO : EPOCH 12 - PROGRESS: at 43.07% examples, 182148 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:26,155 : INFO : EPOCH 12 - PROGRESS: at 43.16% examples, 182143 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:27,196 : INFO : EPOCH 12 - PROGRESS: at 43.26% examples, 182159 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:28,229 : INFO : EPOCH 12 - PROGRESS: at 43.37% examples, 182248 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:29,262 : INFO : EPOCH 12 - PROGRESS: at 43.51% examples, 182325 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:30,272 : INFO : EPOCH 12 - PROGRESS: at 43.63% examples, 182420 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:31,302 : INFO : EPOCH 12 - PROGRESS: at 43.75% examples, 182494 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:32,305 : INFO : EPOCH 12 - PROGRESS: at 43.86% examples, 182578 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:33,315 : INFO : EPOCH 12 - PROGRESS: at 43.97% examples, 182650 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:34,353 : INFO : EPOCH 12 - PROGRESS: at 44.09% examples, 182730 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:35,389 : INFO : EPOCH 12 - PROGRESS: at 44.20% examples, 182823 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:36,397 : INFO : EPOCH 12 - PROGRESS: at 44.31% examples, 182886 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:37,444 : INFO : EPOCH 12 - PROGRESS: at 44.43% examples, 182973 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:38,468 : INFO : EPOCH 12 - PROGRESS: at 44.54% examples, 183052 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:39,485 : INFO : EPOCH 12 - PROGRESS: at 44.67% examples, 183142 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:40,492 : INFO : EPOCH 12 - PROGRESS: at 44.78% examples, 183210 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:41,505 : INFO : EPOCH 12 - PROGRESS: at 44.89% examples, 183296 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:42,517 : INFO : EPOCH 12 - PROGRESS: at 45.02% examples, 183372 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:43,534 : INFO : EPOCH 12 - PROGRESS: at 45.13% examples, 183453 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:44,550 : INFO : EPOCH 12 - PROGRESS: at 45.26% examples, 183532 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:45,567 : INFO : EPOCH 12 - PROGRESS: at 45.38% examples, 183604 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:46,587 : INFO : EPOCH 12 - PROGRESS: at 45.48% examples, 183664 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:47,589 : INFO : EPOCH 12 - PROGRESS: at 45.59% examples, 183754 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:48,610 : INFO : EPOCH 12 - PROGRESS: at 45.71% examples, 183816 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:49,687 : INFO : EPOCH 12 - PROGRESS: at 45.84% examples, 183898 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:50,725 : INFO : EPOCH 12 - PROGRESS: at 45.97% examples, 183978 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:51,734 : INFO : EPOCH 12 - PROGRESS: at 46.10% examples, 184063 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:52,764 : INFO : EPOCH 12 - PROGRESS: at 46.23% examples, 184124 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:53,770 : INFO : EPOCH 12 - PROGRESS: at 46.35% examples, 184211 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:54,785 : INFO : EPOCH 12 - PROGRESS: at 46.47% examples, 184284 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:55,821 : INFO : EPOCH 12 - PROGRESS: at 46.59% examples, 184364 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:56,827 : INFO : EPOCH 12 - PROGRESS: at 46.71% examples, 184429 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:57,917 : INFO : EPOCH 12 - PROGRESS: at 46.83% examples, 184498 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:58,932 : INFO : EPOCH 12 - PROGRESS: at 46.95% examples, 184585 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:44:59,933 : INFO : EPOCH 12 - PROGRESS: at 47.06% examples, 184656 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:01,006 : INFO : EPOCH 12 - PROGRESS: at 47.19% examples, 184712 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:02,037 : INFO : EPOCH 12 - PROGRESS: at 47.32% examples, 184797 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:03,048 : INFO : EPOCH 12 - PROGRESS: at 47.44% examples, 184865 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:04,067 : INFO : EPOCH 12 - PROGRESS: at 47.56% examples, 184942 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:05,096 : INFO : EPOCH 12 - PROGRESS: at 47.70% examples, 185011 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:06,106 : INFO : EPOCH 12 - PROGRESS: at 47.82% examples, 185088 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:07,120 : INFO : EPOCH 12 - PROGRESS: at 47.93% examples, 185159 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:08,133 : INFO : EPOCH 12 - PROGRESS: at 48.04% examples, 185228 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:09,138 : INFO : EPOCH 12 - PROGRESS: at 48.16% examples, 185292 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:10,172 : INFO : EPOCH 12 - PROGRESS: at 48.29% examples, 185361 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:11,205 : INFO : EPOCH 12 - PROGRESS: at 48.41% examples, 185442 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:12,220 : INFO : EPOCH 12 - PROGRESS: at 48.52% examples, 185518 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:13,252 : INFO : EPOCH 12 - PROGRESS: at 48.62% examples, 185566 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:14,273 : INFO : EPOCH 12 - PROGRESS: at 48.74% examples, 185644 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:15,304 : INFO : EPOCH 12 - PROGRESS: at 48.85% examples, 185708 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:16,336 : INFO : EPOCH 12 - PROGRESS: at 48.97% examples, 185790 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:17,338 : INFO : EPOCH 12 - PROGRESS: at 49.06% examples, 185843 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:18,387 : INFO : EPOCH 12 - PROGRESS: at 49.20% examples, 185922 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:19,389 : INFO : EPOCH 12 - PROGRESS: at 49.31% examples, 185995 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:20,396 : INFO : EPOCH 12 - PROGRESS: at 49.43% examples, 186047 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:21,403 : INFO : EPOCH 12 - PROGRESS: at 49.55% examples, 186108 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:22,429 : INFO : EPOCH 12 - PROGRESS: at 49.66% examples, 186179 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:23,448 : INFO : EPOCH 12 - PROGRESS: at 49.80% examples, 186246 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:24,458 : INFO : EPOCH 12 - PROGRESS: at 49.93% examples, 186315 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:25,527 : INFO : EPOCH 12 - PROGRESS: at 50.07% examples, 186372 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:26,548 : INFO : EPOCH 12 - PROGRESS: at 50.20% examples, 186430 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:27,575 : INFO : EPOCH 12 - PROGRESS: at 50.32% examples, 186507 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:28,603 : INFO : EPOCH 12 - PROGRESS: at 50.43% examples, 186573 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:29,638 : INFO : EPOCH 12 - PROGRESS: at 50.56% examples, 186638 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:30,641 : INFO : EPOCH 12 - PROGRESS: at 50.66% examples, 186707 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:31,650 : INFO : EPOCH 12 - PROGRESS: at 50.78% examples, 186783 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:32,661 : INFO : EPOCH 12 - PROGRESS: at 50.89% examples, 186819 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:33,683 : INFO : EPOCH 12 - PROGRESS: at 51.00% examples, 186890 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:34,746 : INFO : EPOCH 12 - PROGRESS: at 51.12% examples, 186949 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:35,790 : INFO : EPOCH 12 - PROGRESS: at 51.24% examples, 187019 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:36,799 : INFO : EPOCH 12 - PROGRESS: at 51.35% examples, 187082 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:37,829 : INFO : EPOCH 12 - PROGRESS: at 51.47% examples, 187151 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:38,857 : INFO : EPOCH 12 - PROGRESS: at 51.60% examples, 187200 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:39,904 : INFO : EPOCH 12 - PROGRESS: at 51.71% examples, 187265 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:40,922 : INFO : EPOCH 12 - PROGRESS: at 51.84% examples, 187328 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:41,949 : INFO : EPOCH 12 - PROGRESS: at 51.96% examples, 187397 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:42,980 : INFO : EPOCH 12 - PROGRESS: at 52.07% examples, 187448 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:44,029 : INFO : EPOCH 12 - PROGRESS: at 52.19% examples, 187510 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:45,070 : INFO : EPOCH 12 - PROGRESS: at 52.34% examples, 187575 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:46,089 : INFO : EPOCH 12 - PROGRESS: at 52.46% examples, 187638 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:47,116 : INFO : EPOCH 12 - PROGRESS: at 52.55% examples, 187705 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:48,168 : INFO : EPOCH 12 - PROGRESS: at 52.68% examples, 187756 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:49,200 : INFO : EPOCH 12 - PROGRESS: at 52.80% examples, 187824 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:50,243 : INFO : EPOCH 12 - PROGRESS: at 52.93% examples, 187877 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:51,248 : INFO : EPOCH 12 - PROGRESS: at 53.04% examples, 187931 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:52,248 : INFO : EPOCH 12 - PROGRESS: at 53.17% examples, 188008 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:53,267 : INFO : EPOCH 12 - PROGRESS: at 53.29% examples, 188061 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:54,283 : INFO : EPOCH 12 - PROGRESS: at 53.42% examples, 188117 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:55,285 : INFO : EPOCH 12 - PROGRESS: at 53.52% examples, 188161 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:56,286 : INFO : EPOCH 12 - PROGRESS: at 53.64% examples, 188202 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:57,315 : INFO : EPOCH 12 - PROGRESS: at 53.75% examples, 188259 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:58,316 : INFO : EPOCH 12 - PROGRESS: at 53.86% examples, 188299 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:45:59,353 : INFO : EPOCH 12 - PROGRESS: at 53.98% examples, 188312 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:00,388 : INFO : EPOCH 12 - PROGRESS: at 54.06% examples, 188302 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:01,395 : INFO : EPOCH 12 - PROGRESS: at 54.17% examples, 188325 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:02,410 : INFO : EPOCH 12 - PROGRESS: at 54.28% examples, 188375 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:03,455 : INFO : EPOCH 12 - PROGRESS: at 54.41% examples, 188436 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:04,478 : INFO : EPOCH 12 - PROGRESS: at 54.53% examples, 188496 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:05,496 : INFO : EPOCH 12 - PROGRESS: at 54.66% examples, 188566 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:06,532 : INFO : EPOCH 12 - PROGRESS: at 54.76% examples, 188600 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:07,566 : INFO : EPOCH 12 - PROGRESS: at 54.88% examples, 188660 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:08,570 : INFO : EPOCH 12 - PROGRESS: at 55.00% examples, 188731 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:09,570 : INFO : EPOCH 12 - PROGRESS: at 55.11% examples, 188788 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:10,572 : INFO : EPOCH 12 - PROGRESS: at 55.21% examples, 188824 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:11,574 : INFO : EPOCH 12 - PROGRESS: at 55.34% examples, 188892 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:12,662 : INFO : EPOCH 12 - PROGRESS: at 55.46% examples, 188932 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:13,731 : INFO : EPOCH 12 - PROGRESS: at 55.57% examples, 188985 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:14,743 : INFO : EPOCH 12 - PROGRESS: at 55.70% examples, 189047 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:15,755 : INFO : EPOCH 12 - PROGRESS: at 55.83% examples, 189114 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:16,776 : INFO : EPOCH 12 - PROGRESS: at 55.94% examples, 189148 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:17,781 : INFO : EPOCH 12 - PROGRESS: at 56.07% examples, 189198 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:18,843 : INFO : EPOCH 12 - PROGRESS: at 56.17% examples, 189150 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:19,861 : INFO : EPOCH 12 - PROGRESS: at 56.29% examples, 189187 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:20,878 : INFO : EPOCH 12 - PROGRESS: at 56.41% examples, 189263 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:21,884 : INFO : EPOCH 12 - PROGRESS: at 56.54% examples, 189308 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:22,954 : INFO : EPOCH 12 - PROGRESS: at 56.66% examples, 189354 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:24,016 : INFO : EPOCH 12 - PROGRESS: at 56.78% examples, 189397 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:46:25,039 : INFO : EPOCH 12 - PROGRESS: at 56.89% examples, 189469 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:26,062 : INFO : EPOCH 12 - PROGRESS: at 56.99% examples, 189520 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:27,062 : INFO : EPOCH 12 - PROGRESS: at 57.10% examples, 189563 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:28,068 : INFO : EPOCH 12 - PROGRESS: at 57.22% examples, 189620 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:29,113 : INFO : EPOCH 12 - PROGRESS: at 57.36% examples, 189666 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:30,119 : INFO : EPOCH 12 - PROGRESS: at 57.47% examples, 189721 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:31,151 : INFO : EPOCH 12 - PROGRESS: at 57.59% examples, 189769 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:32,219 : INFO : EPOCH 12 - PROGRESS: at 57.72% examples, 189826 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:33,283 : INFO : EPOCH 12 - PROGRESS: at 57.85% examples, 189883 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:34,311 : INFO : EPOCH 12 - PROGRESS: at 57.98% examples, 189940 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:35,317 : INFO : EPOCH 12 - PROGRESS: at 58.08% examples, 189987 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:36,339 : INFO : EPOCH 12 - PROGRESS: at 58.20% examples, 190039 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:37,345 : INFO : EPOCH 12 - PROGRESS: at 58.31% examples, 190097 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:38,369 : INFO : EPOCH 12 - PROGRESS: at 58.42% examples, 190135 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:39,396 : INFO : EPOCH 12 - PROGRESS: at 58.55% examples, 190184 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:40,414 : INFO : EPOCH 12 - PROGRESS: at 58.67% examples, 190230 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:41,431 : INFO : EPOCH 12 - PROGRESS: at 58.80% examples, 190289 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:42,437 : INFO : EPOCH 12 - PROGRESS: at 58.93% examples, 190328 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:43,443 : INFO : EPOCH 12 - PROGRESS: at 59.04% examples, 190384 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:44,492 : INFO : EPOCH 12 - PROGRESS: at 59.17% examples, 190430 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:45,543 : INFO : EPOCH 12 - PROGRESS: at 59.30% examples, 190479 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:46,547 : INFO : EPOCH 12 - PROGRESS: at 59.41% examples, 190536 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:47,553 : INFO : EPOCH 12 - PROGRESS: at 59.53% examples, 190588 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:48,567 : INFO : EPOCH 12 - PROGRESS: at 59.65% examples, 190623 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:49,620 : INFO : EPOCH 12 - PROGRESS: at 59.79% examples, 190683 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:50,634 : INFO : EPOCH 12 - PROGRESS: at 59.91% examples, 190718 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:51,667 : INFO : EPOCH 12 - PROGRESS: at 60.03% examples, 190774 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:52,712 : INFO : EPOCH 12 - PROGRESS: at 60.14% examples, 190823 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:53,727 : INFO : EPOCH 12 - PROGRESS: at 60.25% examples, 190878 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:54,744 : INFO : EPOCH 12 - PROGRESS: at 60.37% examples, 190928 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:55,750 : INFO : EPOCH 12 - PROGRESS: at 60.48% examples, 190967 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:56,751 : INFO : EPOCH 12 - PROGRESS: at 60.61% examples, 191010 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:57,772 : INFO : EPOCH 12 - PROGRESS: at 60.72% examples, 191054 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:58,773 : INFO : EPOCH 12 - PROGRESS: at 60.83% examples, 191104 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:46:59,801 : INFO : EPOCH 12 - PROGRESS: at 60.96% examples, 191152 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:00,802 : INFO : EPOCH 12 - PROGRESS: at 61.08% examples, 191205 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:01,824 : INFO : EPOCH 12 - PROGRESS: at 61.20% examples, 191248 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:02,836 : INFO : EPOCH 12 - PROGRESS: at 61.33% examples, 191291 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:03,903 : INFO : EPOCH 12 - PROGRESS: at 61.45% examples, 191328 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:04,910 : INFO : EPOCH 12 - PROGRESS: at 61.57% examples, 191390 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:05,974 : INFO : EPOCH 12 - PROGRESS: at 61.69% examples, 191434 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:07,005 : INFO : EPOCH 12 - PROGRESS: at 61.80% examples, 191472 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:08,032 : INFO : EPOCH 12 - PROGRESS: at 61.90% examples, 191521 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:09,057 : INFO : EPOCH 12 - PROGRESS: at 62.01% examples, 191569 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:10,062 : INFO : EPOCH 12 - PROGRESS: at 62.13% examples, 191598 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:11,103 : INFO : EPOCH 12 - PROGRESS: at 62.28% examples, 191656 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:12,141 : INFO : EPOCH 12 - PROGRESS: at 62.39% examples, 191707 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:13,245 : INFO : EPOCH 12 - PROGRESS: at 62.52% examples, 191737 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:14,324 : INFO : EPOCH 12 - PROGRESS: at 62.62% examples, 191739 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:15,345 : INFO : EPOCH 12 - PROGRESS: at 62.71% examples, 191718 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:16,373 : INFO : EPOCH 12 - PROGRESS: at 62.83% examples, 191777 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:17,377 : INFO : EPOCH 12 - PROGRESS: at 62.96% examples, 191825 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:18,398 : INFO : EPOCH 12 - PROGRESS: at 63.07% examples, 191856 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:19,434 : INFO : EPOCH 12 - PROGRESS: at 63.19% examples, 191902 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:20,444 : INFO : EPOCH 12 - PROGRESS: at 63.32% examples, 191946 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:21,474 : INFO : EPOCH 12 - PROGRESS: at 63.43% examples, 191989 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:22,484 : INFO : EPOCH 12 - PROGRESS: at 63.55% examples, 192035 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:23,510 : INFO : EPOCH 12 - PROGRESS: at 63.66% examples, 192080 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:24,543 : INFO : EPOCH 12 - PROGRESS: at 63.80% examples, 192122 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:25,564 : INFO : EPOCH 12 - PROGRESS: at 63.94% examples, 192171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:26,598 : INFO : EPOCH 12 - PROGRESS: at 64.06% examples, 192209 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:27,611 : INFO : EPOCH 12 - PROGRESS: at 64.18% examples, 192259 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:28,614 : INFO : EPOCH 12 - PROGRESS: at 64.30% examples, 192306 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:29,642 : INFO : EPOCH 12 - PROGRESS: at 64.43% examples, 192339 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:30,675 : INFO : EPOCH 12 - PROGRESS: at 64.55% examples, 192385 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:31,676 : INFO : EPOCH 12 - PROGRESS: at 64.67% examples, 192438 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:32,739 : INFO : EPOCH 12 - PROGRESS: at 64.79% examples, 192468 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:33,746 : INFO : EPOCH 12 - PROGRESS: at 64.91% examples, 192508 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:34,751 : INFO : EPOCH 12 - PROGRESS: at 65.05% examples, 192562 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:35,773 : INFO : EPOCH 12 - PROGRESS: at 65.17% examples, 192590 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:36,783 : INFO : EPOCH 12 - PROGRESS: at 65.29% examples, 192637 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:37,840 : INFO : EPOCH 12 - PROGRESS: at 65.41% examples, 192678 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:38,859 : INFO : EPOCH 12 - PROGRESS: at 65.52% examples, 192735 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:39,914 : INFO : EPOCH 12 - PROGRESS: at 65.63% examples, 192759 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:40,948 : INFO : EPOCH 12 - PROGRESS: at 65.75% examples, 192799 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:41,991 : INFO : EPOCH 12 - PROGRESS: at 65.87% examples, 192844 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:42,999 : INFO : EPOCH 12 - PROGRESS: at 65.99% examples, 192883 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:44,010 : INFO : EPOCH 12 - PROGRESS: at 66.09% examples, 192926 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:45,047 : INFO : EPOCH 12 - PROGRESS: at 66.22% examples, 192963 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:46,067 : INFO : EPOCH 12 - PROGRESS: at 66.35% examples, 193004 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:47,091 : INFO : EPOCH 12 - PROGRESS: at 66.46% examples, 193053 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:48,100 : INFO : EPOCH 12 - PROGRESS: at 66.58% examples, 193085 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:49,130 : INFO : EPOCH 12 - PROGRESS: at 66.70% examples, 193135 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:50,168 : INFO : EPOCH 12 - PROGRESS: at 66.83% examples, 193174 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:51,196 : INFO : EPOCH 12 - PROGRESS: at 66.95% examples, 193214 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:52,212 : INFO : EPOCH 12 - PROGRESS: at 67.08% examples, 193256 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:53,255 : INFO : EPOCH 12 - PROGRESS: at 67.18% examples, 193287 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:54,282 : INFO : EPOCH 12 - PROGRESS: at 67.29% examples, 193332 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:55,295 : INFO : EPOCH 12 - PROGRESS: at 67.40% examples, 193365 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:56,306 : INFO : EPOCH 12 - PROGRESS: at 67.52% examples, 193402 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:57,326 : INFO : EPOCH 12 - PROGRESS: at 67.64% examples, 193441 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:58,398 : INFO : EPOCH 12 - PROGRESS: at 67.77% examples, 193479 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:47:59,437 : INFO : EPOCH 12 - PROGRESS: at 67.89% examples, 193519 words/s, in_qsize 8, out_qsize 0
2020-07-16 21:48:00,481 : INFO : EPOCH 12 - PROGRESS: at 68.00% examples, 193471 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:01,488 : INFO : EPOCH 12 - PROGRESS: at 68.10% examples, 193496 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:02,491 : INFO : EPOCH 12 - PROGRESS: at 68.22% examples, 193525 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:03,503 : INFO : EPOCH 12 - PROGRESS: at 68.34% examples, 193570 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:04,524 : INFO : EPOCH 12 - PROGRESS: at 68.48% examples, 193618 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:05,537 : INFO : EPOCH 12 - PROGRESS: at 68.60% examples, 193657 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:06,559 : INFO : EPOCH 12 - PROGRESS: at 68.73% examples, 193692 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:07,577 : INFO : EPOCH 12 - PROGRESS: at 68.85% examples, 193731 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:08,590 : INFO : EPOCH 12 - PROGRESS: at 68.97% examples, 193774 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:09,593 : INFO : EPOCH 12 - PROGRESS: at 69.08% examples, 193809 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:10,598 : INFO : EPOCH 12 - PROGRESS: at 69.17% examples, 193838 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:11,622 : INFO : EPOCH 12 - PROGRESS: at 69.28% examples, 193878 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:12,629 : INFO : EPOCH 12 - PROGRESS: at 69.40% examples, 193922 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:13,667 : INFO : EPOCH 12 - PROGRESS: at 69.50% examples, 193950 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:14,687 : INFO : EPOCH 12 - PROGRESS: at 69.62% examples, 193982 words/s, in_qsize 8, out_qsize 1
2020-07-16 21:48:15,735 : INFO : EPOCH 12 - PROGRESS: at 69.74% examples, 194023 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:16,742 : INFO : EPOCH 12 - PROGRESS: at 69.86% examples, 194070 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:17,751 : INFO : EPOCH 12 - PROGRESS: at 69.97% examples, 194086 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:18,799 : INFO : EPOCH 12 - PROGRESS: at 70.10% examples, 194124 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:19,830 : INFO : EPOCH 12 - PROGRESS: at 70.23% examples, 194170 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:20,834 : INFO : EPOCH 12 - PROGRESS: at 70.35% examples, 194208 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:21,847 : INFO : EPOCH 12 - PROGRESS: at 70.46% examples, 194248 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:22,879 : INFO : EPOCH 12 - PROGRESS: at 70.60% examples, 194287 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:23,901 : INFO : EPOCH 12 - PROGRESS: at 70.72% examples, 194323 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:24,909 : INFO : EPOCH 12 - PROGRESS: at 70.84% examples, 194356 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:25,920 : INFO : EPOCH 12 - PROGRESS: at 70.96% examples, 194395 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:26,979 : INFO : EPOCH 12 - PROGRESS: at 71.08% examples, 194424 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:28,005 : INFO : EPOCH 12 - PROGRESS: at 71.22% examples, 194466 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:29,033 : INFO : EPOCH 12 - PROGRESS: at 71.32% examples, 194494 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:30,038 : INFO : EPOCH 12 - PROGRESS: at 71.43% examples, 194530 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:31,058 : INFO : EPOCH 12 - PROGRESS: at 71.56% examples, 194569 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:32,082 : INFO : EPOCH 12 - PROGRESS: at 71.69% examples, 194602 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:33,178 : INFO : EPOCH 12 - PROGRESS: at 71.84% examples, 194636 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:34,248 : INFO : EPOCH 12 - PROGRESS: at 71.95% examples, 194666 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:35,278 : INFO : EPOCH 12 - PROGRESS: at 72.09% examples, 194708 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:36,307 : INFO : EPOCH 12 - PROGRESS: at 72.19% examples, 194744 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:37,314 : INFO : EPOCH 12 - PROGRESS: at 72.32% examples, 194773 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:38,331 : INFO : EPOCH 12 - PROGRESS: at 72.43% examples, 194810 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:39,349 : INFO : EPOCH 12 - PROGRESS: at 72.55% examples, 194844 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:40,433 : INFO : EPOCH 12 - PROGRESS: at 72.66% examples, 194878 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:41,448 : INFO : EPOCH 12 - PROGRESS: at 72.76% examples, 194916 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:42,489 : INFO : EPOCH 12 - PROGRESS: at 72.88% examples, 194952 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:43,500 : INFO : EPOCH 12 - PROGRESS: at 73.00% examples, 194988 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:44,530 : INFO : EPOCH 12 - PROGRESS: at 73.11% examples, 195024 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:45,532 : INFO : EPOCH 12 - PROGRESS: at 73.25% examples, 195065 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:46,556 : INFO : EPOCH 12 - PROGRESS: at 73.36% examples, 195094 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:47,656 : INFO : EPOCH 12 - PROGRESS: at 73.47% examples, 195115 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:48,665 : INFO : EPOCH 12 - PROGRESS: at 73.59% examples, 195158 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:49,672 : INFO : EPOCH 12 - PROGRESS: at 73.72% examples, 195187 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:50,694 : INFO : EPOCH 12 - PROGRESS: at 73.83% examples, 195219 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:51,726 : INFO : EPOCH 12 - PROGRESS: at 73.95% examples, 195256 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:52,753 : INFO : EPOCH 12 - PROGRESS: at 74.07% examples, 195296 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:53,781 : INFO : EPOCH 12 - PROGRESS: at 74.21% examples, 195328 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:54,791 : INFO : EPOCH 12 - PROGRESS: at 74.32% examples, 195359 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:55,807 : INFO : EPOCH 12 - PROGRESS: at 74.45% examples, 195389 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:56,830 : INFO : EPOCH 12 - PROGRESS: at 74.56% examples, 195425 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:57,864 : INFO : EPOCH 12 - PROGRESS: at 74.68% examples, 195459 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:58,912 : INFO : EPOCH 12 - PROGRESS: at 74.80% examples, 195486 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:48:59,941 : INFO : EPOCH 12 - PROGRESS: at 74.92% examples, 195529 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:00,962 : INFO : EPOCH 12 - PROGRESS: at 75.04% examples, 195556 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:01,977 : INFO : EPOCH 12 - PROGRESS: at 75.17% examples, 195592 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:02,992 : INFO : EPOCH 12 - PROGRESS: at 75.30% examples, 195622 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:04,015 : INFO : EPOCH 12 - PROGRESS: at 75.41% examples, 195650 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:05,047 : INFO : EPOCH 12 - PROGRESS: at 75.54% examples, 195690 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:06,057 : INFO : EPOCH 12 - PROGRESS: at 75.66% examples, 195717 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:07,061 : INFO : EPOCH 12 - PROGRESS: at 75.80% examples, 195758 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:08,062 : INFO : EPOCH 12 - PROGRESS: at 75.91% examples, 195782 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:09,110 : INFO : EPOCH 12 - PROGRESS: at 76.04% examples, 195812 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:10,111 : INFO : EPOCH 12 - PROGRESS: at 76.15% examples, 195844 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:11,115 : INFO : EPOCH 12 - PROGRESS: at 76.27% examples, 195886 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:12,186 : INFO : EPOCH 12 - PROGRESS: at 76.39% examples, 195907 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:13,204 : INFO : EPOCH 12 - PROGRESS: at 76.50% examples, 195951 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:14,225 : INFO : EPOCH 12 - PROGRESS: at 76.61% examples, 195983 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:15,235 : INFO : EPOCH 12 - PROGRESS: at 76.74% examples, 196011 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:16,236 : INFO : EPOCH 12 - PROGRESS: at 76.87% examples, 196043 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:17,252 : INFO : EPOCH 12 - PROGRESS: at 76.96% examples, 196077 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:18,253 : INFO : EPOCH 12 - PROGRESS: at 77.07% examples, 196111 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:19,269 : INFO : EPOCH 12 - PROGRESS: at 77.20% examples, 196127 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:20,300 : INFO : EPOCH 12 - PROGRESS: at 77.32% examples, 196160 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:21,391 : INFO : EPOCH 12 - PROGRESS: at 77.45% examples, 196192 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:22,430 : INFO : EPOCH 12 - PROGRESS: at 77.58% examples, 196229 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:23,513 : INFO : EPOCH 12 - PROGRESS: at 77.69% examples, 196256 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:24,581 : INFO : EPOCH 12 - PROGRESS: at 77.80% examples, 196284 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:25,631 : INFO : EPOCH 12 - PROGRESS: at 77.93% examples, 196324 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:26,691 : INFO : EPOCH 12 - PROGRESS: at 78.07% examples, 196354 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:27,694 : INFO : EPOCH 12 - PROGRESS: at 78.17% examples, 196391 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:28,738 : INFO : EPOCH 12 - PROGRESS: at 78.31% examples, 196418 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:29,801 : INFO : EPOCH 12 - PROGRESS: at 78.42% examples, 196442 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:30,872 : INFO : EPOCH 12 - PROGRESS: at 78.53% examples, 196469 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:31,930 : INFO : EPOCH 12 - PROGRESS: at 78.65% examples, 196505 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:32,955 : INFO : EPOCH 12 - PROGRESS: at 78.77% examples, 196543 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:33,967 : INFO : EPOCH 12 - PROGRESS: at 78.87% examples, 196563 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:34,969 : INFO : EPOCH 12 - PROGRESS: at 78.98% examples, 196600 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:36,000 : INFO : EPOCH 12 - PROGRESS: at 79.11% examples, 196627 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:37,010 : INFO : EPOCH 12 - PROGRESS: at 79.23% examples, 196665 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:38,018 : INFO : EPOCH 12 - PROGRESS: at 79.34% examples, 196690 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:39,136 : INFO : EPOCH 12 - PROGRESS: at 79.49% examples, 196709 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:40,143 : INFO : EPOCH 12 - PROGRESS: at 79.60% examples, 196751 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:41,151 : INFO : EPOCH 12 - PROGRESS: at 79.72% examples, 196779 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:42,180 : INFO : EPOCH 12 - PROGRESS: at 79.84% examples, 196803 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:43,191 : INFO : EPOCH 12 - PROGRESS: at 79.97% examples, 196831 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:44,244 : INFO : EPOCH 12 - PROGRESS: at 80.09% examples, 196858 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:45,261 : INFO : EPOCH 12 - PROGRESS: at 80.21% examples, 196895 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:46,339 : INFO : EPOCH 12 - PROGRESS: at 80.33% examples, 196915 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:47,392 : INFO : EPOCH 12 - PROGRESS: at 80.45% examples, 196946 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:48,399 : INFO : EPOCH 12 - PROGRESS: at 80.57% examples, 196980 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:49,410 : INFO : EPOCH 12 - PROGRESS: at 80.69% examples, 197006 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:50,417 : INFO : EPOCH 12 - PROGRESS: at 80.81% examples, 197034 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:51,427 : INFO : EPOCH 12 - PROGRESS: at 80.94% examples, 197060 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:52,465 : INFO : EPOCH 12 - PROGRESS: at 81.07% examples, 197080 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:53,481 : INFO : EPOCH 12 - PROGRESS: at 81.20% examples, 197119 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:54,494 : INFO : EPOCH 12 - PROGRESS: at 81.31% examples, 197146 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:55,545 : INFO : EPOCH 12 - PROGRESS: at 81.42% examples, 197168 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:56,546 : INFO : EPOCH 12 - PROGRESS: at 81.54% examples, 197204 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:57,558 : INFO : EPOCH 12 - PROGRESS: at 81.66% examples, 197225 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:58,605 : INFO : EPOCH 12 - PROGRESS: at 81.77% examples, 197216 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:49:59,679 : INFO : EPOCH 12 - PROGRESS: at 81.87% examples, 197186 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:00,682 : INFO : EPOCH 12 - PROGRESS: at 81.99% examples, 197213 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:01,689 : INFO : EPOCH 12 - PROGRESS: at 82.09% examples, 197252 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:02,721 : INFO : EPOCH 12 - PROGRESS: at 82.19% examples, 197277 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:03,751 : INFO : EPOCH 12 - PROGRESS: at 82.33% examples, 197299 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:04,762 : INFO : EPOCH 12 - PROGRESS: at 82.44% examples, 197325 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:05,818 : INFO : EPOCH 12 - PROGRESS: at 82.58% examples, 197354 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:06,849 : INFO : EPOCH 12 - PROGRESS: at 82.71% examples, 197382 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:07,875 : INFO : EPOCH 12 - PROGRESS: at 82.82% examples, 197414 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:08,883 : INFO : EPOCH 12 - PROGRESS: at 82.94% examples, 197441 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:09,966 : INFO : EPOCH 12 - PROGRESS: at 83.07% examples, 197458 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:10,993 : INFO : EPOCH 12 - PROGRESS: at 83.19% examples, 197490 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:12,014 : INFO : EPOCH 12 - PROGRESS: at 83.32% examples, 197520 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:13,034 : INFO : EPOCH 12 - PROGRESS: at 83.43% examples, 197537 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:14,036 : INFO : EPOCH 12 - PROGRESS: at 83.54% examples, 197567 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:15,059 : INFO : EPOCH 12 - PROGRESS: at 83.65% examples, 197611 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:16,065 : INFO : EPOCH 12 - PROGRESS: at 83.75% examples, 197583 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:17,077 : INFO : EPOCH 12 - PROGRESS: at 83.85% examples, 197570 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:18,128 : INFO : EPOCH 12 - PROGRESS: at 83.98% examples, 197588 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:19,151 : INFO : EPOCH 12 - PROGRESS: at 84.10% examples, 197616 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:20,223 : INFO : EPOCH 12 - PROGRESS: at 84.23% examples, 197647 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:21,244 : INFO : EPOCH 12 - PROGRESS: at 84.35% examples, 197678 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:22,291 : INFO : EPOCH 12 - PROGRESS: at 84.46% examples, 197707 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:23,302 : INFO : EPOCH 12 - PROGRESS: at 84.57% examples, 197724 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:24,338 : INFO : EPOCH 12 - PROGRESS: at 84.68% examples, 197745 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:25,388 : INFO : EPOCH 12 - PROGRESS: at 84.82% examples, 197772 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:26,391 : INFO : EPOCH 12 - PROGRESS: at 84.93% examples, 197792 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:27,414 : INFO : EPOCH 12 - PROGRESS: at 85.05% examples, 197807 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:28,461 : INFO : EPOCH 12 - PROGRESS: at 85.16% examples, 197824 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:29,510 : INFO : EPOCH 12 - PROGRESS: at 85.27% examples, 197841 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:30,545 : INFO : EPOCH 12 - PROGRESS: at 85.37% examples, 197821 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:31,550 : INFO : EPOCH 12 - PROGRESS: at 85.47% examples, 197808 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:32,562 : INFO : EPOCH 12 - PROGRESS: at 85.59% examples, 197828 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:33,600 : INFO : EPOCH 12 - PROGRESS: at 85.72% examples, 197860 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:34,638 : INFO : EPOCH 12 - PROGRESS: at 85.85% examples, 197876 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:35,640 : INFO : EPOCH 12 - PROGRESS: at 85.97% examples, 197914 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:36,655 : INFO : EPOCH 12 - PROGRESS: at 86.08% examples, 197927 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:37,658 : INFO : EPOCH 12 - PROGRESS: at 86.20% examples, 197962 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:38,677 : INFO : EPOCH 12 - PROGRESS: at 86.32% examples, 197983 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:39,730 : INFO : EPOCH 12 - PROGRESS: at 86.45% examples, 198008 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:40,770 : INFO : EPOCH 12 - PROGRESS: at 86.56% examples, 198033 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:41,805 : INFO : EPOCH 12 - PROGRESS: at 86.68% examples, 198060 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:42,842 : INFO : EPOCH 12 - PROGRESS: at 86.80% examples, 198080 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:43,881 : INFO : EPOCH 12 - PROGRESS: at 86.92% examples, 198111 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:44,903 : INFO : EPOCH 12 - PROGRESS: at 87.03% examples, 198133 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:45,909 : INFO : EPOCH 12 - PROGRESS: at 87.15% examples, 198163 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:46,927 : INFO : EPOCH 12 - PROGRESS: at 87.29% examples, 198192 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:47,961 : INFO : EPOCH 12 - PROGRESS: at 87.41% examples, 198208 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:48,977 : INFO : EPOCH 12 - PROGRESS: at 87.53% examples, 198248 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:49,978 : INFO : EPOCH 12 - PROGRESS: at 87.65% examples, 198258 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:51,012 : INFO : EPOCH 12 - PROGRESS: at 87.77% examples, 198288 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:52,020 : INFO : EPOCH 12 - PROGRESS: at 87.89% examples, 198314 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:53,034 : INFO : EPOCH 12 - PROGRESS: at 88.02% examples, 198339 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:54,052 : INFO : EPOCH 12 - PROGRESS: at 88.13% examples, 198359 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:55,081 : INFO : EPOCH 12 - PROGRESS: at 88.25% examples, 198384 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:56,097 : INFO : EPOCH 12 - PROGRESS: at 88.37% examples, 198403 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:57,146 : INFO : EPOCH 12 - PROGRESS: at 88.51% examples, 198425 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:58,155 : INFO : EPOCH 12 - PROGRESS: at 88.63% examples, 198457 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:50:59,156 : INFO : EPOCH 12 - PROGRESS: at 88.74% examples, 198477 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:00,202 : INFO : EPOCH 12 - PROGRESS: at 88.87% examples, 198508 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:01,293 : INFO : EPOCH 12 - PROGRESS: at 88.99% examples, 198526 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:02,363 : INFO : EPOCH 12 - PROGRESS: at 89.11% examples, 198546 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:03,416 : INFO : EPOCH 12 - PROGRESS: at 89.22% examples, 198571 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:04,459 : INFO : EPOCH 12 - PROGRESS: at 89.33% examples, 198598 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:05,462 : INFO : EPOCH 12 - PROGRESS: at 89.46% examples, 198629 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:06,522 : INFO : EPOCH 12 - PROGRESS: at 89.58% examples, 198649 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:07,528 : INFO : EPOCH 12 - PROGRESS: at 89.71% examples, 198679 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:08,555 : INFO : EPOCH 12 - PROGRESS: at 89.82% examples, 198693 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:09,558 : INFO : EPOCH 12 - PROGRESS: at 89.95% examples, 198724 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:10,575 : INFO : EPOCH 12 - PROGRESS: at 90.08% examples, 198746 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:11,584 : INFO : EPOCH 12 - PROGRESS: at 90.19% examples, 198763 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:12,645 : INFO : EPOCH 12 - PROGRESS: at 90.31% examples, 198786 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:13,657 : INFO : EPOCH 12 - PROGRESS: at 90.41% examples, 198818 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:14,724 : INFO : EPOCH 12 - PROGRESS: at 90.52% examples, 198833 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:15,728 : INFO : EPOCH 12 - PROGRESS: at 90.64% examples, 198861 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:16,745 : INFO : EPOCH 12 - PROGRESS: at 90.77% examples, 198886 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:17,810 : INFO : EPOCH 12 - PROGRESS: at 90.89% examples, 198905 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:18,812 : INFO : EPOCH 12 - PROGRESS: at 91.00% examples, 198933 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:19,824 : INFO : EPOCH 12 - PROGRESS: at 91.12% examples, 198950 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:20,855 : INFO : EPOCH 12 - PROGRESS: at 91.24% examples, 198980 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:21,861 : INFO : EPOCH 12 - PROGRESS: at 91.37% examples, 198998 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:22,863 : INFO : EPOCH 12 - PROGRESS: at 91.49% examples, 199032 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:23,922 : INFO : EPOCH 12 - PROGRESS: at 91.59% examples, 199043 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:24,987 : INFO : EPOCH 12 - PROGRESS: at 91.71% examples, 199060 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:26,027 : INFO : EPOCH 12 - PROGRESS: at 91.82% examples, 199089 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:27,057 : INFO : EPOCH 12 - PROGRESS: at 91.94% examples, 199116 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:28,110 : INFO : EPOCH 12 - PROGRESS: at 92.05% examples, 199134 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:29,132 : INFO : EPOCH 12 - PROGRESS: at 92.17% examples, 199159 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:30,186 : INFO : EPOCH 12 - PROGRESS: at 92.31% examples, 199183 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:31,191 : INFO : EPOCH 12 - PROGRESS: at 92.44% examples, 199211 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:32,192 : INFO : EPOCH 12 - PROGRESS: at 92.55% examples, 199232 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:33,201 : INFO : EPOCH 12 - PROGRESS: at 92.66% examples, 199251 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:34,245 : INFO : EPOCH 12 - PROGRESS: at 92.78% examples, 199269 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:35,253 : INFO : EPOCH 12 - PROGRESS: at 92.88% examples, 199293 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:36,259 : INFO : EPOCH 12 - PROGRESS: at 92.99% examples, 199315 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:37,265 : INFO : EPOCH 12 - PROGRESS: at 93.08% examples, 199341 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:38,343 : INFO : EPOCH 12 - PROGRESS: at 93.19% examples, 199358 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:39,383 : INFO : EPOCH 12 - PROGRESS: at 93.31% examples, 199383 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:40,408 : INFO : EPOCH 12 - PROGRESS: at 93.43% examples, 199411 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:41,438 : INFO : EPOCH 12 - PROGRESS: at 93.55% examples, 199422 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:42,455 : INFO : EPOCH 12 - PROGRESS: at 93.66% examples, 199446 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:43,514 : INFO : EPOCH 12 - PROGRESS: at 93.80% examples, 199468 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:44,573 : INFO : EPOCH 12 - PROGRESS: at 93.91% examples, 199497 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:45,585 : INFO : EPOCH 12 - PROGRESS: at 94.02% examples, 199518 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:46,587 : INFO : EPOCH 12 - PROGRESS: at 94.16% examples, 199540 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:47,611 : INFO : EPOCH 12 - PROGRESS: at 94.27% examples, 199561 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:48,625 : INFO : EPOCH 12 - PROGRESS: at 94.39% examples, 199587 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:49,640 : INFO : EPOCH 12 - PROGRESS: at 94.51% examples, 199610 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:50,649 : INFO : EPOCH 12 - PROGRESS: at 94.63% examples, 199621 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:51,653 : INFO : EPOCH 12 - PROGRESS: at 94.74% examples, 199646 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:52,725 : INFO : EPOCH 12 - PROGRESS: at 94.88% examples, 199661 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:53,734 : INFO : EPOCH 12 - PROGRESS: at 95.00% examples, 199693 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:54,777 : INFO : EPOCH 12 - PROGRESS: at 95.10% examples, 199704 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:55,790 : INFO : EPOCH 12 - PROGRESS: at 95.23% examples, 199733 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:56,813 : INFO : EPOCH 12 - PROGRESS: at 95.33% examples, 199759 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:57,840 : INFO : EPOCH 12 - PROGRESS: at 95.45% examples, 199782 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:58,863 : INFO : EPOCH 12 - PROGRESS: at 95.56% examples, 199798 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:51:59,924 : INFO : EPOCH 12 - PROGRESS: at 95.68% examples, 199812 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:00,949 : INFO : EPOCH 12 - PROGRESS: at 95.78% examples, 199835 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:01,976 : INFO : EPOCH 12 - PROGRESS: at 95.90% examples, 199861 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:02,989 : INFO : EPOCH 12 - PROGRESS: at 96.02% examples, 199883 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:03,996 : INFO : EPOCH 12 - PROGRESS: at 96.16% examples, 199910 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:05,001 : INFO : EPOCH 12 - PROGRESS: at 96.26% examples, 199926 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:06,015 : INFO : EPOCH 12 - PROGRESS: at 96.38% examples, 199948 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:07,032 : INFO : EPOCH 12 - PROGRESS: at 96.47% examples, 199938 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:08,075 : INFO : EPOCH 12 - PROGRESS: at 96.58% examples, 199910 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:09,118 : INFO : EPOCH 12 - PROGRESS: at 96.69% examples, 199932 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:10,156 : INFO : EPOCH 12 - PROGRESS: at 96.82% examples, 199952 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:11,197 : INFO : EPOCH 12 - PROGRESS: at 96.92% examples, 199973 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:12,205 : INFO : EPOCH 12 - PROGRESS: at 97.03% examples, 199995 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:13,261 : INFO : EPOCH 12 - PROGRESS: at 97.15% examples, 200017 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:14,306 : INFO : EPOCH 12 - PROGRESS: at 97.28% examples, 200037 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:15,331 : INFO : EPOCH 12 - PROGRESS: at 97.40% examples, 200055 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:16,412 : INFO : EPOCH 12 - PROGRESS: at 97.53% examples, 200073 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:17,428 : INFO : EPOCH 12 - PROGRESS: at 97.68% examples, 200099 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:18,429 : INFO : EPOCH 12 - PROGRESS: at 97.81% examples, 200113 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:19,459 : INFO : EPOCH 12 - PROGRESS: at 97.94% examples, 200141 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:20,485 : INFO : EPOCH 12 - PROGRESS: at 98.06% examples, 200157 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:21,502 : INFO : EPOCH 12 - PROGRESS: at 98.20% examples, 200187 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:22,509 : INFO : EPOCH 12 - PROGRESS: at 98.29% examples, 200207 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:23,522 : INFO : EPOCH 12 - PROGRESS: at 98.40% examples, 200222 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:24,576 : INFO : EPOCH 12 - PROGRESS: at 98.54% examples, 200242 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:25,602 : INFO : EPOCH 12 - PROGRESS: at 98.65% examples, 200265 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:26,636 : INFO : EPOCH 12 - PROGRESS: at 98.76% examples, 200281 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:27,644 : INFO : EPOCH 12 - PROGRESS: at 98.88% examples, 200303 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:28,650 : INFO : EPOCH 12 - PROGRESS: at 98.99% examples, 200322 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:29,680 : INFO : EPOCH 12 - PROGRESS: at 99.13% examples, 200342 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:30,685 : INFO : EPOCH 12 - PROGRESS: at 99.23% examples, 200357 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:31,724 : INFO : EPOCH 12 - PROGRESS: at 99.36% examples, 200376 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:32,724 : INFO : EPOCH 12 - PROGRESS: at 99.48% examples, 200403 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:33,735 : INFO : EPOCH 12 - PROGRESS: at 99.58% examples, 200419 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:34,784 : INFO : EPOCH 12 - PROGRESS: at 99.70% examples, 200435 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:35,802 : INFO : EPOCH 12 - PROGRESS: at 99.82% examples, 200463 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:36,818 : INFO : EPOCH 12 - PROGRESS: at 99.93% examples, 200479 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:37,412 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 21:52:37,461 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 21:52:37,473 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 21:52:37,507 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 21:52:37,509 : INFO : EPOCH - 12 : training on 247361374 raw words (187346068 effective words) took 934.4s, 200495 effective words/s
2020-07-16 21:52:38,580 : INFO : EPOCH 13 - PROGRESS: at 0.12% examples, 200026 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:39,584 : INFO : EPOCH 13 - PROGRESS: at 0.23% examples, 211808 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:40,595 : INFO : EPOCH 13 - PROGRESS: at 0.35% examples, 214700 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:41,613 : INFO : EPOCH 13 - PROGRESS: at 0.47% examples, 213789 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:42,619 : INFO : EPOCH 13 - PROGRESS: at 0.60% examples, 215922 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:43,624 : INFO : EPOCH 13 - PROGRESS: at 0.74% examples, 217134 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:44,688 : INFO : EPOCH 13 - PROGRESS: at 0.87% examples, 216087 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:45,755 : INFO : EPOCH 13 - PROGRESS: at 0.99% examples, 215757 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:46,761 : INFO : EPOCH 13 - PROGRESS: at 1.10% examples, 216887 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:47,777 : INFO : EPOCH 13 - PROGRESS: at 1.21% examples, 216975 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:48,849 : INFO : EPOCH 13 - PROGRESS: at 1.34% examples, 216920 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:49,891 : INFO : EPOCH 13 - PROGRESS: at 1.47% examples, 217093 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:50,917 : INFO : EPOCH 13 - PROGRESS: at 1.59% examples, 217907 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:51,919 : INFO : EPOCH 13 - PROGRESS: at 1.69% examples, 217608 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:52,931 : INFO : EPOCH 13 - PROGRESS: at 1.81% examples, 217915 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:53,996 : INFO : EPOCH 13 - PROGRESS: at 1.94% examples, 217545 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:55,034 : INFO : EPOCH 13 - PROGRESS: at 2.07% examples, 217921 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:56,071 : INFO : EPOCH 13 - PROGRESS: at 2.20% examples, 217865 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:57,079 : INFO : EPOCH 13 - PROGRESS: at 2.32% examples, 217938 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:58,115 : INFO : EPOCH 13 - PROGRESS: at 2.43% examples, 217760 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:52:59,118 : INFO : EPOCH 13 - PROGRESS: at 2.56% examples, 218069 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:00,166 : INFO : EPOCH 13 - PROGRESS: at 2.65% examples, 217500 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:01,183 : INFO : EPOCH 13 - PROGRESS: at 2.76% examples, 217668 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:02,208 : INFO : EPOCH 13 - PROGRESS: at 2.87% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:03,237 : INFO : EPOCH 13 - PROGRESS: at 2.97% examples, 217931 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:04,276 : INFO : EPOCH 13 - PROGRESS: at 3.09% examples, 217985 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:05,307 : INFO : EPOCH 13 - PROGRESS: at 3.21% examples, 218115 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:06,352 : INFO : EPOCH 13 - PROGRESS: at 3.35% examples, 217996 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:07,378 : INFO : EPOCH 13 - PROGRESS: at 3.48% examples, 218093 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:08,412 : INFO : EPOCH 13 - PROGRESS: at 3.58% examples, 218280 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:09,447 : INFO : EPOCH 13 - PROGRESS: at 3.72% examples, 218142 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:10,485 : INFO : EPOCH 13 - PROGRESS: at 3.83% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:11,573 : INFO : EPOCH 13 - PROGRESS: at 3.96% examples, 217845 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:12,602 : INFO : EPOCH 13 - PROGRESS: at 4.10% examples, 218078 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:13,613 : INFO : EPOCH 13 - PROGRESS: at 4.22% examples, 218079 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:14,638 : INFO : EPOCH 13 - PROGRESS: at 4.33% examples, 218065 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:15,640 : INFO : EPOCH 13 - PROGRESS: at 4.45% examples, 218297 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:16,688 : INFO : EPOCH 13 - PROGRESS: at 4.57% examples, 218173 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:17,715 : INFO : EPOCH 13 - PROGRESS: at 4.69% examples, 218210 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:18,716 : INFO : EPOCH 13 - PROGRESS: at 4.81% examples, 218092 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:19,716 : INFO : EPOCH 13 - PROGRESS: at 4.94% examples, 218139 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:20,724 : INFO : EPOCH 13 - PROGRESS: at 5.07% examples, 218140 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:53:21,735 : INFO : EPOCH 13 - PROGRESS: at 5.19% examples, 218251 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:22,746 : INFO : EPOCH 13 - PROGRESS: at 5.30% examples, 218243 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:23,762 : INFO : EPOCH 13 - PROGRESS: at 5.43% examples, 218253 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:24,816 : INFO : EPOCH 13 - PROGRESS: at 5.55% examples, 218109 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:25,829 : INFO : EPOCH 13 - PROGRESS: at 5.67% examples, 218246 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:26,841 : INFO : EPOCH 13 - PROGRESS: at 5.78% examples, 218275 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:27,851 : INFO : EPOCH 13 - PROGRESS: at 5.90% examples, 218341 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:28,875 : INFO : EPOCH 13 - PROGRESS: at 6.02% examples, 218279 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:29,912 : INFO : EPOCH 13 - PROGRESS: at 6.14% examples, 218305 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:30,953 : INFO : EPOCH 13 - PROGRESS: at 6.27% examples, 218191 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:31,979 : INFO : EPOCH 13 - PROGRESS: at 6.38% examples, 218239 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:32,982 : INFO : EPOCH 13 - PROGRESS: at 6.50% examples, 218243 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:33,985 : INFO : EPOCH 13 - PROGRESS: at 6.61% examples, 218396 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:34,997 : INFO : EPOCH 13 - PROGRESS: at 6.71% examples, 218304 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:36,011 : INFO : EPOCH 13 - PROGRESS: at 6.84% examples, 218300 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:37,043 : INFO : EPOCH 13 - PROGRESS: at 6.91% examples, 217182 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:38,072 : INFO : EPOCH 13 - PROGRESS: at 7.04% examples, 217155 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:39,083 : INFO : EPOCH 13 - PROGRESS: at 7.15% examples, 217185 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:40,085 : INFO : EPOCH 13 - PROGRESS: at 7.27% examples, 217283 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:41,092 : INFO : EPOCH 13 - PROGRESS: at 7.37% examples, 217193 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:42,120 : INFO : EPOCH 13 - PROGRESS: at 7.49% examples, 217173 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:43,155 : INFO : EPOCH 13 - PROGRESS: at 7.61% examples, 217192 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:44,162 : INFO : EPOCH 13 - PROGRESS: at 7.73% examples, 217308 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:45,163 : INFO : EPOCH 13 - PROGRESS: at 7.85% examples, 217413 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:46,175 : INFO : EPOCH 13 - PROGRESS: at 7.96% examples, 217337 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:47,193 : INFO : EPOCH 13 - PROGRESS: at 8.07% examples, 217292 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:48,200 : INFO : EPOCH 13 - PROGRESS: at 8.18% examples, 217349 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:49,255 : INFO : EPOCH 13 - PROGRESS: at 8.30% examples, 217288 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:50,279 : INFO : EPOCH 13 - PROGRESS: at 8.42% examples, 217342 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:51,284 : INFO : EPOCH 13 - PROGRESS: at 8.54% examples, 217434 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:52,284 : INFO : EPOCH 13 - PROGRESS: at 8.68% examples, 217431 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:53,304 : INFO : EPOCH 13 - PROGRESS: at 8.81% examples, 217380 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:54,346 : INFO : EPOCH 13 - PROGRESS: at 8.93% examples, 217387 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:55,350 : INFO : EPOCH 13 - PROGRESS: at 9.03% examples, 217493 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:56,367 : INFO : EPOCH 13 - PROGRESS: at 9.15% examples, 217473 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:57,379 : INFO : EPOCH 13 - PROGRESS: at 9.25% examples, 217457 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:58,382 : INFO : EPOCH 13 - PROGRESS: at 9.38% examples, 217485 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:53:59,416 : INFO : EPOCH 13 - PROGRESS: at 9.50% examples, 217455 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:00,493 : INFO : EPOCH 13 - PROGRESS: at 9.62% examples, 217441 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:01,548 : INFO : EPOCH 13 - PROGRESS: at 9.75% examples, 217500 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:02,552 : INFO : EPOCH 13 - PROGRESS: at 9.87% examples, 217543 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:03,557 : INFO : EPOCH 13 - PROGRESS: at 9.98% examples, 217507 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:04,622 : INFO : EPOCH 13 - PROGRESS: at 10.10% examples, 217452 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:05,658 : INFO : EPOCH 13 - PROGRESS: at 10.21% examples, 217466 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:06,660 : INFO : EPOCH 13 - PROGRESS: at 10.30% examples, 217535 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:07,685 : INFO : EPOCH 13 - PROGRESS: at 10.42% examples, 217534 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:08,696 : INFO : EPOCH 13 - PROGRESS: at 10.55% examples, 217531 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:09,736 : INFO : EPOCH 13 - PROGRESS: at 10.70% examples, 217569 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:10,750 : INFO : EPOCH 13 - PROGRESS: at 10.82% examples, 217599 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:11,792 : INFO : EPOCH 13 - PROGRESS: at 10.92% examples, 217582 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:12,797 : INFO : EPOCH 13 - PROGRESS: at 11.06% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:13,799 : INFO : EPOCH 13 - PROGRESS: at 11.17% examples, 217626 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:14,800 : INFO : EPOCH 13 - PROGRESS: at 11.29% examples, 217624 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:15,819 : INFO : EPOCH 13 - PROGRESS: at 11.39% examples, 217619 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:16,828 : INFO : EPOCH 13 - PROGRESS: at 11.50% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:17,852 : INFO : EPOCH 13 - PROGRESS: at 11.64% examples, 217604 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:18,885 : INFO : EPOCH 13 - PROGRESS: at 11.75% examples, 217667 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:19,957 : INFO : EPOCH 13 - PROGRESS: at 11.87% examples, 217654 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:20,967 : INFO : EPOCH 13 - PROGRESS: at 11.98% examples, 217652 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:21,982 : INFO : EPOCH 13 - PROGRESS: at 12.10% examples, 217659 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:23,078 : INFO : EPOCH 13 - PROGRESS: at 12.22% examples, 217626 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:24,090 : INFO : EPOCH 13 - PROGRESS: at 12.35% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:25,158 : INFO : EPOCH 13 - PROGRESS: at 12.48% examples, 217684 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:26,168 : INFO : EPOCH 13 - PROGRESS: at 12.59% examples, 217769 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:27,189 : INFO : EPOCH 13 - PROGRESS: at 12.69% examples, 217741 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:28,190 : INFO : EPOCH 13 - PROGRESS: at 12.81% examples, 217702 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:29,192 : INFO : EPOCH 13 - PROGRESS: at 12.93% examples, 217781 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:30,291 : INFO : EPOCH 13 - PROGRESS: at 13.04% examples, 217713 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:31,327 : INFO : EPOCH 13 - PROGRESS: at 13.15% examples, 217729 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:32,405 : INFO : EPOCH 13 - PROGRESS: at 13.29% examples, 217742 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:33,466 : INFO : EPOCH 13 - PROGRESS: at 13.40% examples, 217759 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:34,559 : INFO : EPOCH 13 - PROGRESS: at 13.54% examples, 217746 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:35,613 : INFO : EPOCH 13 - PROGRESS: at 13.66% examples, 217781 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:36,626 : INFO : EPOCH 13 - PROGRESS: at 13.77% examples, 217810 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:37,640 : INFO : EPOCH 13 - PROGRESS: at 13.89% examples, 217868 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:38,659 : INFO : EPOCH 13 - PROGRESS: at 13.99% examples, 217762 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:39,721 : INFO : EPOCH 13 - PROGRESS: at 14.14% examples, 217778 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:40,758 : INFO : EPOCH 13 - PROGRESS: at 14.27% examples, 217829 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:41,792 : INFO : EPOCH 13 - PROGRESS: at 14.40% examples, 217834 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:42,794 : INFO : EPOCH 13 - PROGRESS: at 14.52% examples, 217910 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:43,818 : INFO : EPOCH 13 - PROGRESS: at 14.64% examples, 217839 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:44,819 : INFO : EPOCH 13 - PROGRESS: at 14.75% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:45,831 : INFO : EPOCH 13 - PROGRESS: at 14.85% examples, 217889 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:46,836 : INFO : EPOCH 13 - PROGRESS: at 14.98% examples, 217915 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:47,851 : INFO : EPOCH 13 - PROGRESS: at 15.10% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:48,887 : INFO : EPOCH 13 - PROGRESS: at 15.22% examples, 217896 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:49,921 : INFO : EPOCH 13 - PROGRESS: at 15.34% examples, 217931 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:50,960 : INFO : EPOCH 13 - PROGRESS: at 15.47% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:52,026 : INFO : EPOCH 13 - PROGRESS: at 15.59% examples, 217873 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:53,042 : INFO : EPOCH 13 - PROGRESS: at 15.73% examples, 217913 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:54,042 : INFO : EPOCH 13 - PROGRESS: at 15.86% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:55,052 : INFO : EPOCH 13 - PROGRESS: at 15.98% examples, 217935 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:56,101 : INFO : EPOCH 13 - PROGRESS: at 16.10% examples, 217870 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:57,125 : INFO : EPOCH 13 - PROGRESS: at 16.22% examples, 217828 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:58,143 : INFO : EPOCH 13 - PROGRESS: at 16.34% examples, 217820 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:54:59,169 : INFO : EPOCH 13 - PROGRESS: at 16.47% examples, 217767 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:00,179 : INFO : EPOCH 13 - PROGRESS: at 16.60% examples, 217771 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:01,249 : INFO : EPOCH 13 - PROGRESS: at 16.69% examples, 217448 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:02,257 : INFO : EPOCH 13 - PROGRESS: at 16.79% examples, 217205 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:03,270 : INFO : EPOCH 13 - PROGRESS: at 16.91% examples, 217235 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:04,297 : INFO : EPOCH 13 - PROGRESS: at 17.01% examples, 217288 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:05,306 : INFO : EPOCH 13 - PROGRESS: at 17.13% examples, 217290 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:06,365 : INFO : EPOCH 13 - PROGRESS: at 17.24% examples, 217253 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:07,378 : INFO : EPOCH 13 - PROGRESS: at 17.37% examples, 217342 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:08,391 : INFO : EPOCH 13 - PROGRESS: at 17.49% examples, 217360 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:09,422 : INFO : EPOCH 13 - PROGRESS: at 17.60% examples, 217358 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:10,422 : INFO : EPOCH 13 - PROGRESS: at 17.71% examples, 217346 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:11,433 : INFO : EPOCH 13 - PROGRESS: at 17.83% examples, 217385 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:12,455 : INFO : EPOCH 13 - PROGRESS: at 17.96% examples, 217369 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:13,509 : INFO : EPOCH 13 - PROGRESS: at 18.08% examples, 217370 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:14,516 : INFO : EPOCH 13 - PROGRESS: at 18.19% examples, 217390 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:15,531 : INFO : EPOCH 13 - PROGRESS: at 18.28% examples, 217384 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:16,559 : INFO : EPOCH 13 - PROGRESS: at 18.40% examples, 217380 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:17,566 : INFO : EPOCH 13 - PROGRESS: at 18.51% examples, 217417 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:18,567 : INFO : EPOCH 13 - PROGRESS: at 18.63% examples, 217440 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:19,581 : INFO : EPOCH 13 - PROGRESS: at 18.75% examples, 217425 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:20,610 : INFO : EPOCH 13 - PROGRESS: at 18.86% examples, 217453 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:21,615 : INFO : EPOCH 13 - PROGRESS: at 18.98% examples, 217429 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:22,648 : INFO : EPOCH 13 - PROGRESS: at 19.10% examples, 217435 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:23,650 : INFO : EPOCH 13 - PROGRESS: at 19.23% examples, 217466 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:24,657 : INFO : EPOCH 13 - PROGRESS: at 19.34% examples, 217475 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:25,682 : INFO : EPOCH 13 - PROGRESS: at 19.47% examples, 217497 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:26,696 : INFO : EPOCH 13 - PROGRESS: at 19.59% examples, 217516 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:27,723 : INFO : EPOCH 13 - PROGRESS: at 19.72% examples, 217491 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:28,746 : INFO : EPOCH 13 - PROGRESS: at 19.82% examples, 217468 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:29,798 : INFO : EPOCH 13 - PROGRESS: at 19.96% examples, 217479 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:30,859 : INFO : EPOCH 13 - PROGRESS: at 20.11% examples, 217471 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:31,907 : INFO : EPOCH 13 - PROGRESS: at 20.24% examples, 217467 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:32,916 : INFO : EPOCH 13 - PROGRESS: at 20.35% examples, 217489 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:33,976 : INFO : EPOCH 13 - PROGRESS: at 20.47% examples, 217466 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:34,989 : INFO : EPOCH 13 - PROGRESS: at 20.60% examples, 217482 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:36,051 : INFO : EPOCH 13 - PROGRESS: at 20.73% examples, 217486 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:37,054 : INFO : EPOCH 13 - PROGRESS: at 20.85% examples, 217561 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:38,057 : INFO : EPOCH 13 - PROGRESS: at 20.98% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:39,080 : INFO : EPOCH 13 - PROGRESS: at 21.09% examples, 217551 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:40,109 : INFO : EPOCH 13 - PROGRESS: at 21.20% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:41,111 : INFO : EPOCH 13 - PROGRESS: at 21.33% examples, 217564 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:42,124 : INFO : EPOCH 13 - PROGRESS: at 21.44% examples, 217557 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:43,183 : INFO : EPOCH 13 - PROGRESS: at 21.58% examples, 217569 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:44,251 : INFO : EPOCH 13 - PROGRESS: at 21.71% examples, 217558 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:45,253 : INFO : EPOCH 13 - PROGRESS: at 21.84% examples, 217600 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:46,264 : INFO : EPOCH 13 - PROGRESS: at 21.96% examples, 217613 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:47,326 : INFO : EPOCH 13 - PROGRESS: at 22.07% examples, 217551 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:48,378 : INFO : EPOCH 13 - PROGRESS: at 22.19% examples, 217599 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:49,427 : INFO : EPOCH 13 - PROGRESS: at 22.31% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:50,441 : INFO : EPOCH 13 - PROGRESS: at 22.42% examples, 217631 words/s, in_qsize 6, out_qsize 1
2020-07-16 21:55:51,442 : INFO : EPOCH 13 - PROGRESS: at 22.53% examples, 217602 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:52,457 : INFO : EPOCH 13 - PROGRESS: at 22.64% examples, 217637 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:53,481 : INFO : EPOCH 13 - PROGRESS: at 22.76% examples, 217632 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:54,542 : INFO : EPOCH 13 - PROGRESS: at 22.89% examples, 217642 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:55,551 : INFO : EPOCH 13 - PROGRESS: at 23.01% examples, 217693 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:56,555 : INFO : EPOCH 13 - PROGRESS: at 23.14% examples, 217690 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:57,587 : INFO : EPOCH 13 - PROGRESS: at 23.25% examples, 217679 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:58,587 : INFO : EPOCH 13 - PROGRESS: at 23.37% examples, 217678 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:55:59,647 : INFO : EPOCH 13 - PROGRESS: at 23.48% examples, 217675 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:00,721 : INFO : EPOCH 13 - PROGRESS: at 23.61% examples, 217653 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:01,725 : INFO : EPOCH 13 - PROGRESS: at 23.73% examples, 217704 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:02,764 : INFO : EPOCH 13 - PROGRESS: at 23.84% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:03,836 : INFO : EPOCH 13 - PROGRESS: at 23.97% examples, 217689 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:04,851 : INFO : EPOCH 13 - PROGRESS: at 24.09% examples, 217693 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:05,857 : INFO : EPOCH 13 - PROGRESS: at 24.21% examples, 217732 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:06,866 : INFO : EPOCH 13 - PROGRESS: at 24.34% examples, 217719 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:07,873 : INFO : EPOCH 13 - PROGRESS: at 24.48% examples, 217747 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:08,920 : INFO : EPOCH 13 - PROGRESS: at 24.60% examples, 217734 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:09,946 : INFO : EPOCH 13 - PROGRESS: at 24.71% examples, 217756 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:10,954 : INFO : EPOCH 13 - PROGRESS: at 24.84% examples, 217739 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:11,959 : INFO : EPOCH 13 - PROGRESS: at 24.97% examples, 217749 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:12,968 : INFO : EPOCH 13 - PROGRESS: at 25.09% examples, 217747 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:13,973 : INFO : EPOCH 13 - PROGRESS: at 25.22% examples, 217764 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:14,975 : INFO : EPOCH 13 - PROGRESS: at 25.34% examples, 217760 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:15,996 : INFO : EPOCH 13 - PROGRESS: at 25.44% examples, 217742 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:17,019 : INFO : EPOCH 13 - PROGRESS: at 25.56% examples, 217778 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:18,037 : INFO : EPOCH 13 - PROGRESS: at 25.68% examples, 217765 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:19,046 : INFO : EPOCH 13 - PROGRESS: at 25.82% examples, 217795 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:20,106 : INFO : EPOCH 13 - PROGRESS: at 25.93% examples, 217777 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:21,111 : INFO : EPOCH 13 - PROGRESS: at 26.06% examples, 217813 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:22,136 : INFO : EPOCH 13 - PROGRESS: at 26.19% examples, 217794 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:23,139 : INFO : EPOCH 13 - PROGRESS: at 26.30% examples, 217812 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:24,147 : INFO : EPOCH 13 - PROGRESS: at 26.42% examples, 217816 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:25,157 : INFO : EPOCH 13 - PROGRESS: at 26.56% examples, 217816 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:26,187 : INFO : EPOCH 13 - PROGRESS: at 26.69% examples, 217808 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:27,191 : INFO : EPOCH 13 - PROGRESS: at 26.80% examples, 217811 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:28,200 : INFO : EPOCH 13 - PROGRESS: at 26.93% examples, 217839 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:29,207 : INFO : EPOCH 13 - PROGRESS: at 27.04% examples, 217856 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:30,214 : INFO : EPOCH 13 - PROGRESS: at 27.18% examples, 217836 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:31,265 : INFO : EPOCH 13 - PROGRESS: at 27.29% examples, 217839 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:32,298 : INFO : EPOCH 13 - PROGRESS: at 27.41% examples, 217843 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:33,322 : INFO : EPOCH 13 - PROGRESS: at 27.53% examples, 217867 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:34,325 : INFO : EPOCH 13 - PROGRESS: at 27.66% examples, 217858 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:35,355 : INFO : EPOCH 13 - PROGRESS: at 27.78% examples, 217856 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:36,384 : INFO : EPOCH 13 - PROGRESS: at 27.88% examples, 217849 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:37,398 : INFO : EPOCH 13 - PROGRESS: at 27.99% examples, 217833 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:38,415 : INFO : EPOCH 13 - PROGRESS: at 28.10% examples, 217856 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:39,439 : INFO : EPOCH 13 - PROGRESS: at 28.22% examples, 217857 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:40,453 : INFO : EPOCH 13 - PROGRESS: at 28.35% examples, 217856 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:41,467 : INFO : EPOCH 13 - PROGRESS: at 28.47% examples, 217898 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:42,499 : INFO : EPOCH 13 - PROGRESS: at 28.59% examples, 217878 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:43,522 : INFO : EPOCH 13 - PROGRESS: at 28.71% examples, 217896 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:44,526 : INFO : EPOCH 13 - PROGRESS: at 28.82% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:45,539 : INFO : EPOCH 13 - PROGRESS: at 28.94% examples, 217892 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:46,565 : INFO : EPOCH 13 - PROGRESS: at 29.05% examples, 217877 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:47,571 : INFO : EPOCH 13 - PROGRESS: at 29.16% examples, 217904 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:48,592 : INFO : EPOCH 13 - PROGRESS: at 29.28% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:49,592 : INFO : EPOCH 13 - PROGRESS: at 29.39% examples, 217915 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:50,628 : INFO : EPOCH 13 - PROGRESS: at 29.50% examples, 217890 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:51,637 : INFO : EPOCH 13 - PROGRESS: at 29.62% examples, 217926 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:52,650 : INFO : EPOCH 13 - PROGRESS: at 29.75% examples, 217900 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:53,709 : INFO : EPOCH 13 - PROGRESS: at 29.86% examples, 217889 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:54,791 : INFO : EPOCH 13 - PROGRESS: at 29.98% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:55,800 : INFO : EPOCH 13 - PROGRESS: at 30.09% examples, 217926 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:56,808 : INFO : EPOCH 13 - PROGRESS: at 30.20% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:57,869 : INFO : EPOCH 13 - PROGRESS: at 30.32% examples, 217924 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:58,872 : INFO : EPOCH 13 - PROGRESS: at 30.44% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:56:59,907 : INFO : EPOCH 13 - PROGRESS: at 30.55% examples, 217919 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:00,917 : INFO : EPOCH 13 - PROGRESS: at 30.67% examples, 217909 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:01,992 : INFO : EPOCH 13 - PROGRESS: at 30.81% examples, 217917 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:03,009 : INFO : EPOCH 13 - PROGRESS: at 30.93% examples, 217933 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:04,025 : INFO : EPOCH 13 - PROGRESS: at 31.05% examples, 217958 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:05,050 : INFO : EPOCH 13 - PROGRESS: at 31.18% examples, 217929 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:06,093 : INFO : EPOCH 13 - PROGRESS: at 31.33% examples, 217946 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:07,112 : INFO : EPOCH 13 - PROGRESS: at 31.45% examples, 217950 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:08,136 : INFO : EPOCH 13 - PROGRESS: at 31.57% examples, 217955 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:09,176 : INFO : EPOCH 13 - PROGRESS: at 31.70% examples, 217958 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:10,207 : INFO : EPOCH 13 - PROGRESS: at 31.82% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:11,216 : INFO : EPOCH 13 - PROGRESS: at 31.92% examples, 217984 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:12,256 : INFO : EPOCH 13 - PROGRESS: at 32.03% examples, 217963 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:13,280 : INFO : EPOCH 13 - PROGRESS: at 32.15% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:14,313 : INFO : EPOCH 13 - PROGRESS: at 32.27% examples, 217947 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:15,336 : INFO : EPOCH 13 - PROGRESS: at 32.39% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:16,383 : INFO : EPOCH 13 - PROGRESS: at 32.51% examples, 217978 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:17,433 : INFO : EPOCH 13 - PROGRESS: at 32.63% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:18,444 : INFO : EPOCH 13 - PROGRESS: at 32.74% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:19,467 : INFO : EPOCH 13 - PROGRESS: at 32.84% examples, 217982 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:20,489 : INFO : EPOCH 13 - PROGRESS: at 32.96% examples, 217970 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:21,523 : INFO : EPOCH 13 - PROGRESS: at 33.08% examples, 217986 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:22,548 : INFO : EPOCH 13 - PROGRESS: at 33.20% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:23,566 : INFO : EPOCH 13 - PROGRESS: at 33.32% examples, 217993 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:24,617 : INFO : EPOCH 13 - PROGRESS: at 33.44% examples, 217975 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:25,641 : INFO : EPOCH 13 - PROGRESS: at 33.55% examples, 217993 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:26,661 : INFO : EPOCH 13 - PROGRESS: at 33.67% examples, 217985 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:27,698 : INFO : EPOCH 13 - PROGRESS: at 33.80% examples, 218008 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:28,777 : INFO : EPOCH 13 - PROGRESS: at 33.93% examples, 217977 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:29,797 : INFO : EPOCH 13 - PROGRESS: at 34.03% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:30,801 : INFO : EPOCH 13 - PROGRESS: at 34.17% examples, 218010 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:31,838 : INFO : EPOCH 13 - PROGRESS: at 34.30% examples, 217992 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:32,863 : INFO : EPOCH 13 - PROGRESS: at 34.43% examples, 218004 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:33,899 : INFO : EPOCH 13 - PROGRESS: at 34.54% examples, 218013 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:34,932 : INFO : EPOCH 13 - PROGRESS: at 34.67% examples, 218014 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:35,937 : INFO : EPOCH 13 - PROGRESS: at 34.77% examples, 218020 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:36,957 : INFO : EPOCH 13 - PROGRESS: at 34.89% examples, 218019 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:37,994 : INFO : EPOCH 13 - PROGRESS: at 35.01% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:39,012 : INFO : EPOCH 13 - PROGRESS: at 35.12% examples, 218024 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:40,030 : INFO : EPOCH 13 - PROGRESS: at 35.26% examples, 218028 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:41,073 : INFO : EPOCH 13 - PROGRESS: at 35.38% examples, 218019 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:42,081 : INFO : EPOCH 13 - PROGRESS: at 35.50% examples, 218043 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:43,192 : INFO : EPOCH 13 - PROGRESS: at 35.61% examples, 217995 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:44,250 : INFO : EPOCH 13 - PROGRESS: at 35.73% examples, 218005 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:45,270 : INFO : EPOCH 13 - PROGRESS: at 35.85% examples, 218020 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:46,321 : INFO : EPOCH 13 - PROGRESS: at 35.99% examples, 218028 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:47,325 : INFO : EPOCH 13 - PROGRESS: at 36.11% examples, 218030 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:48,399 : INFO : EPOCH 13 - PROGRESS: at 36.24% examples, 218017 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:49,409 : INFO : EPOCH 13 - PROGRESS: at 36.36% examples, 218051 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:50,430 : INFO : EPOCH 13 - PROGRESS: at 36.48% examples, 218041 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:51,451 : INFO : EPOCH 13 - PROGRESS: at 36.61% examples, 218057 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:52,454 : INFO : EPOCH 13 - PROGRESS: at 36.74% examples, 218048 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:53,459 : INFO : EPOCH 13 - PROGRESS: at 36.88% examples, 218056 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:54,470 : INFO : EPOCH 13 - PROGRESS: at 37.01% examples, 218068 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:55,514 : INFO : EPOCH 13 - PROGRESS: at 37.12% examples, 218040 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:56,579 : INFO : EPOCH 13 - PROGRESS: at 37.24% examples, 218054 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:57,590 : INFO : EPOCH 13 - PROGRESS: at 37.36% examples, 218040 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:58,617 : INFO : EPOCH 13 - PROGRESS: at 37.49% examples, 218070 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:57:59,624 : INFO : EPOCH 13 - PROGRESS: at 37.61% examples, 218080 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:00,658 : INFO : EPOCH 13 - PROGRESS: at 37.74% examples, 218041 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:01,683 : INFO : EPOCH 13 - PROGRESS: at 37.85% examples, 218070 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:02,686 : INFO : EPOCH 13 - PROGRESS: at 37.96% examples, 218073 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:03,716 : INFO : EPOCH 13 - PROGRESS: at 38.08% examples, 218079 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:04,730 : INFO : EPOCH 13 - PROGRESS: at 38.19% examples, 218061 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:05,746 : INFO : EPOCH 13 - PROGRESS: at 38.31% examples, 218083 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:06,801 : INFO : EPOCH 13 - PROGRESS: at 38.44% examples, 218069 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:07,824 : INFO : EPOCH 13 - PROGRESS: at 38.55% examples, 218068 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:08,875 : INFO : EPOCH 13 - PROGRESS: at 38.67% examples, 218070 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:09,888 : INFO : EPOCH 13 - PROGRESS: at 38.79% examples, 218073 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:10,901 : INFO : EPOCH 13 - PROGRESS: at 38.90% examples, 218082 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:11,966 : INFO : EPOCH 13 - PROGRESS: at 39.03% examples, 218076 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:13,045 : INFO : EPOCH 13 - PROGRESS: at 39.16% examples, 218073 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:14,072 : INFO : EPOCH 13 - PROGRESS: at 39.27% examples, 218113 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:15,074 : INFO : EPOCH 13 - PROGRESS: at 39.40% examples, 218096 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:16,105 : INFO : EPOCH 13 - PROGRESS: at 39.51% examples, 218088 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:17,165 : INFO : EPOCH 13 - PROGRESS: at 39.63% examples, 218082 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:18,183 : INFO : EPOCH 13 - PROGRESS: at 39.75% examples, 218098 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:19,185 : INFO : EPOCH 13 - PROGRESS: at 39.87% examples, 218106 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:20,190 : INFO : EPOCH 13 - PROGRESS: at 39.99% examples, 218113 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:21,201 : INFO : EPOCH 13 - PROGRESS: at 40.10% examples, 218102 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:22,262 : INFO : EPOCH 13 - PROGRESS: at 40.23% examples, 218099 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:23,264 : INFO : EPOCH 13 - PROGRESS: at 40.34% examples, 218118 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:24,304 : INFO : EPOCH 13 - PROGRESS: at 40.46% examples, 218086 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:25,316 : INFO : EPOCH 13 - PROGRESS: at 40.59% examples, 218121 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:26,348 : INFO : EPOCH 13 - PROGRESS: at 40.71% examples, 218101 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:27,358 : INFO : EPOCH 13 - PROGRESS: at 40.82% examples, 218116 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:28,398 : INFO : EPOCH 13 - PROGRESS: at 40.94% examples, 218130 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:29,401 : INFO : EPOCH 13 - PROGRESS: at 41.06% examples, 218124 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:30,455 : INFO : EPOCH 13 - PROGRESS: at 41.18% examples, 218118 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:31,506 : INFO : EPOCH 13 - PROGRESS: at 41.32% examples, 218125 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:32,522 : INFO : EPOCH 13 - PROGRESS: at 41.41% examples, 218107 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:33,609 : INFO : EPOCH 13 - PROGRESS: at 41.53% examples, 218094 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:34,636 : INFO : EPOCH 13 - PROGRESS: at 41.66% examples, 218108 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:35,645 : INFO : EPOCH 13 - PROGRESS: at 41.78% examples, 218122 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:36,676 : INFO : EPOCH 13 - PROGRESS: at 41.91% examples, 218106 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:37,693 : INFO : EPOCH 13 - PROGRESS: at 42.03% examples, 218125 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:38,699 : INFO : EPOCH 13 - PROGRESS: at 42.16% examples, 218139 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:39,715 : INFO : EPOCH 13 - PROGRESS: at 42.27% examples, 218112 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:40,751 : INFO : EPOCH 13 - PROGRESS: at 42.40% examples, 218131 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:41,812 : INFO : EPOCH 13 - PROGRESS: at 42.51% examples, 218122 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:42,853 : INFO : EPOCH 13 - PROGRESS: at 42.63% examples, 218119 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:43,863 : INFO : EPOCH 13 - PROGRESS: at 42.77% examples, 218133 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:44,904 : INFO : EPOCH 13 - PROGRESS: at 42.88% examples, 218132 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:45,930 : INFO : EPOCH 13 - PROGRESS: at 43.01% examples, 218124 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:46,965 : INFO : EPOCH 13 - PROGRESS: at 43.11% examples, 218145 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:47,998 : INFO : EPOCH 13 - PROGRESS: at 43.22% examples, 218136 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:48,998 : INFO : EPOCH 13 - PROGRESS: at 43.34% examples, 218144 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:50,031 : INFO : EPOCH 13 - PROGRESS: at 43.46% examples, 218151 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:51,085 : INFO : EPOCH 13 - PROGRESS: at 43.59% examples, 218140 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:52,112 : INFO : EPOCH 13 - PROGRESS: at 43.71% examples, 218137 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:53,114 : INFO : EPOCH 13 - PROGRESS: at 43.82% examples, 218176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:54,121 : INFO : EPOCH 13 - PROGRESS: at 43.93% examples, 218161 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:55,148 : INFO : EPOCH 13 - PROGRESS: at 44.04% examples, 218161 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:56,189 : INFO : EPOCH 13 - PROGRESS: at 44.16% examples, 218171 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:57,281 : INFO : EPOCH 13 - PROGRESS: at 44.27% examples, 218150 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:58,289 : INFO : EPOCH 13 - PROGRESS: at 44.39% examples, 218165 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:58:59,298 : INFO : EPOCH 13 - PROGRESS: at 44.52% examples, 218167 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:00,299 : INFO : EPOCH 13 - PROGRESS: at 44.63% examples, 218163 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:01,323 : INFO : EPOCH 13 - PROGRESS: at 44.75% examples, 218167 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:02,328 : INFO : EPOCH 13 - PROGRESS: at 44.86% examples, 218183 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:03,329 : INFO : EPOCH 13 - PROGRESS: at 44.98% examples, 218185 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:04,356 : INFO : EPOCH 13 - PROGRESS: at 45.10% examples, 218163 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:05,368 : INFO : EPOCH 13 - PROGRESS: at 45.22% examples, 218166 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:06,385 : INFO : EPOCH 13 - PROGRESS: at 45.34% examples, 218178 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:07,388 : INFO : EPOCH 13 - PROGRESS: at 45.45% examples, 218173 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:08,429 : INFO : EPOCH 13 - PROGRESS: at 45.57% examples, 218182 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:09,478 : INFO : EPOCH 13 - PROGRESS: at 45.68% examples, 218168 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:10,492 : INFO : EPOCH 13 - PROGRESS: at 45.80% examples, 218184 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:11,502 : INFO : EPOCH 13 - PROGRESS: at 45.94% examples, 218201 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:12,510 : INFO : EPOCH 13 - PROGRESS: at 46.06% examples, 218183 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:13,529 : INFO : EPOCH 13 - PROGRESS: at 46.19% examples, 218177 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:14,562 : INFO : EPOCH 13 - PROGRESS: at 46.32% examples, 218188 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:15,566 : INFO : EPOCH 13 - PROGRESS: at 46.43% examples, 218178 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:16,585 : INFO : EPOCH 13 - PROGRESS: at 46.55% examples, 218196 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:17,610 : INFO : EPOCH 13 - PROGRESS: at 46.68% examples, 218181 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:18,647 : INFO : EPOCH 13 - PROGRESS: at 46.78% examples, 218176 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:19,650 : INFO : EPOCH 13 - PROGRESS: at 46.90% examples, 218205 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:20,710 : INFO : EPOCH 13 - PROGRESS: at 47.02% examples, 218194 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:21,719 : INFO : EPOCH 13 - PROGRESS: at 47.14% examples, 218199 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:22,765 : INFO : EPOCH 13 - PROGRESS: at 47.26% examples, 218190 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:23,834 : INFO : EPOCH 13 - PROGRESS: at 47.41% examples, 218195 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:24,838 : INFO : EPOCH 13 - PROGRESS: at 47.52% examples, 218207 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:25,843 : INFO : EPOCH 13 - PROGRESS: at 47.64% examples, 218191 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:26,850 : INFO : EPOCH 13 - PROGRESS: at 47.78% examples, 218194 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:27,884 : INFO : EPOCH 13 - PROGRESS: at 47.88% examples, 218170 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:28,907 : INFO : EPOCH 13 - PROGRESS: at 47.99% examples, 218157 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:29,924 : INFO : EPOCH 13 - PROGRESS: at 48.11% examples, 218152 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:30,970 : INFO : EPOCH 13 - PROGRESS: at 48.24% examples, 218111 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:32,008 : INFO : EPOCH 13 - PROGRESS: at 48.33% examples, 218007 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:33,040 : INFO : EPOCH 13 - PROGRESS: at 48.44% examples, 217976 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:34,077 : INFO : EPOCH 13 - PROGRESS: at 48.54% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:35,088 : INFO : EPOCH 13 - PROGRESS: at 48.66% examples, 217970 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:36,122 : INFO : EPOCH 13 - PROGRESS: at 48.77% examples, 217982 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:37,160 : INFO : EPOCH 13 - PROGRESS: at 48.88% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:38,205 : INFO : EPOCH 13 - PROGRESS: at 48.99% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:39,208 : INFO : EPOCH 13 - PROGRESS: at 49.11% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:40,240 : INFO : EPOCH 13 - PROGRESS: at 49.23% examples, 217999 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:41,316 : INFO : EPOCH 13 - PROGRESS: at 49.36% examples, 217975 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:42,324 : INFO : EPOCH 13 - PROGRESS: at 49.48% examples, 217986 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:43,332 : INFO : EPOCH 13 - PROGRESS: at 49.60% examples, 217998 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:44,366 : INFO : EPOCH 13 - PROGRESS: at 49.72% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:45,407 : INFO : EPOCH 13 - PROGRESS: at 49.84% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:46,426 : INFO : EPOCH 13 - PROGRESS: at 49.98% examples, 217983 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:47,471 : INFO : EPOCH 13 - PROGRESS: at 50.11% examples, 217981 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:48,494 : INFO : EPOCH 13 - PROGRESS: at 50.24% examples, 217992 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:49,496 : INFO : EPOCH 13 - PROGRESS: at 50.36% examples, 217995 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:50,516 : INFO : EPOCH 13 - PROGRESS: at 50.48% examples, 218005 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:51,540 : INFO : EPOCH 13 - PROGRESS: at 50.61% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:52,561 : INFO : EPOCH 13 - PROGRESS: at 50.70% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:53,576 : INFO : EPOCH 13 - PROGRESS: at 50.81% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:54,579 : INFO : EPOCH 13 - PROGRESS: at 50.93% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:55,601 : INFO : EPOCH 13 - PROGRESS: at 51.05% examples, 217999 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:56,610 : INFO : EPOCH 13 - PROGRESS: at 51.16% examples, 218009 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:57,634 : INFO : EPOCH 13 - PROGRESS: at 51.27% examples, 217992 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:58,661 : INFO : EPOCH 13 - PROGRESS: at 51.39% examples, 218007 words/s, in_qsize 7, out_qsize 0
2020-07-16 21:59:59,664 : INFO : EPOCH 13 - PROGRESS: at 51.51% examples, 218012 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:00,685 : INFO : EPOCH 13 - PROGRESS: at 51.64% examples, 218004 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:01,740 : INFO : EPOCH 13 - PROGRESS: at 51.74% examples, 217994 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:02,783 : INFO : EPOCH 13 - PROGRESS: at 51.87% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:03,790 : INFO : EPOCH 13 - PROGRESS: at 51.99% examples, 218019 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:04,806 : INFO : EPOCH 13 - PROGRESS: at 52.10% examples, 218011 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:05,834 : INFO : EPOCH 13 - PROGRESS: at 52.22% examples, 218009 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:06,875 : INFO : EPOCH 13 - PROGRESS: at 52.37% examples, 218021 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:07,912 : INFO : EPOCH 13 - PROGRESS: at 52.48% examples, 218013 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:08,922 : INFO : EPOCH 13 - PROGRESS: at 52.59% examples, 218030 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:09,984 : INFO : EPOCH 13 - PROGRESS: at 52.70% examples, 218008 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:11,013 : INFO : EPOCH 13 - PROGRESS: at 52.84% examples, 218035 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:12,039 : INFO : EPOCH 13 - PROGRESS: at 52.96% examples, 218012 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:13,050 : INFO : EPOCH 13 - PROGRESS: at 53.07% examples, 218011 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:14,064 : INFO : EPOCH 13 - PROGRESS: at 53.21% examples, 218044 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:15,080 : INFO : EPOCH 13 - PROGRESS: at 53.32% examples, 218025 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:16,082 : INFO : EPOCH 13 - PROGRESS: at 53.45% examples, 218041 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:17,124 : INFO : EPOCH 13 - PROGRESS: at 53.56% examples, 218031 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:18,163 : INFO : EPOCH 13 - PROGRESS: at 53.68% examples, 218026 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:19,166 : INFO : EPOCH 13 - PROGRESS: at 53.80% examples, 218033 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:20,198 : INFO : EPOCH 13 - PROGRESS: at 53.91% examples, 218033 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:21,214 : INFO : EPOCH 13 - PROGRESS: at 54.03% examples, 218024 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:22,224 : INFO : EPOCH 13 - PROGRESS: at 54.15% examples, 218036 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:23,268 : INFO : EPOCH 13 - PROGRESS: at 54.26% examples, 218014 words/s, in_qsize 8, out_qsize 1
2020-07-16 22:00:24,280 : INFO : EPOCH 13 - PROGRESS: at 54.38% examples, 218017 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:25,282 : INFO : EPOCH 13 - PROGRESS: at 54.50% examples, 218025 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:26,297 : INFO : EPOCH 13 - PROGRESS: at 54.62% examples, 218025 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:27,349 : INFO : EPOCH 13 - PROGRESS: at 54.74% examples, 218015 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:28,411 : INFO : EPOCH 13 - PROGRESS: at 54.85% examples, 218016 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:29,425 : INFO : EPOCH 13 - PROGRESS: at 54.97% examples, 218033 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:30,513 : INFO : EPOCH 13 - PROGRESS: at 55.08% examples, 218013 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:31,525 : INFO : EPOCH 13 - PROGRESS: at 55.20% examples, 218027 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:32,525 : INFO : EPOCH 13 - PROGRESS: at 55.33% examples, 218046 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:33,615 : INFO : EPOCH 13 - PROGRESS: at 55.45% examples, 218023 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:34,677 : INFO : EPOCH 13 - PROGRESS: at 55.56% examples, 218014 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:35,706 : INFO : EPOCH 13 - PROGRESS: at 55.69% examples, 218021 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:36,710 : INFO : EPOCH 13 - PROGRESS: at 55.81% examples, 218033 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:37,743 : INFO : EPOCH 13 - PROGRESS: at 55.93% examples, 218019 words/s, in_qsize 8, out_qsize 1
2020-07-16 22:00:38,785 : INFO : EPOCH 13 - PROGRESS: at 56.05% examples, 218027 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:39,787 : INFO : EPOCH 13 - PROGRESS: at 56.20% examples, 218035 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:40,790 : INFO : EPOCH 13 - PROGRESS: at 56.32% examples, 218042 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:41,796 : INFO : EPOCH 13 - PROGRESS: at 56.43% examples, 218048 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:42,837 : INFO : EPOCH 13 - PROGRESS: at 56.56% examples, 218037 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:43,892 : INFO : EPOCH 13 - PROGRESS: at 56.68% examples, 218031 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:44,916 : INFO : EPOCH 13 - PROGRESS: at 56.79% examples, 218027 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:45,918 : INFO : EPOCH 13 - PROGRESS: at 56.90% examples, 218036 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:46,931 : INFO : EPOCH 13 - PROGRESS: at 57.01% examples, 218046 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:47,934 : INFO : EPOCH 13 - PROGRESS: at 57.12% examples, 218045 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:48,939 : INFO : EPOCH 13 - PROGRESS: at 57.24% examples, 218049 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:49,953 : INFO : EPOCH 13 - PROGRESS: at 57.37% examples, 218051 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:50,995 : INFO : EPOCH 13 - PROGRESS: at 57.48% examples, 218040 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:52,041 : INFO : EPOCH 13 - PROGRESS: at 57.60% examples, 218049 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:53,044 : INFO : EPOCH 13 - PROGRESS: at 57.73% examples, 218064 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:54,050 : INFO : EPOCH 13 - PROGRESS: at 57.85% examples, 218050 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:55,073 : INFO : EPOCH 13 - PROGRESS: at 57.98% examples, 218059 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:56,075 : INFO : EPOCH 13 - PROGRESS: at 58.08% examples, 218058 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:57,090 : INFO : EPOCH 13 - PROGRESS: at 58.20% examples, 218064 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:58,097 : INFO : EPOCH 13 - PROGRESS: at 58.31% examples, 218073 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:00:59,127 : INFO : EPOCH 13 - PROGRESS: at 58.42% examples, 218058 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:00,155 : INFO : EPOCH 13 - PROGRESS: at 58.56% examples, 218063 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:01,172 : INFO : EPOCH 13 - PROGRESS: at 58.67% examples, 218052 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:02,192 : INFO : EPOCH 13 - PROGRESS: at 58.80% examples, 218062 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:03,201 : INFO : EPOCH 13 - PROGRESS: at 58.93% examples, 218050 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:04,202 : INFO : EPOCH 13 - PROGRESS: at 59.04% examples, 218062 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:05,257 : INFO : EPOCH 13 - PROGRESS: at 59.17% examples, 218055 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:06,296 : INFO : EPOCH 13 - PROGRESS: at 59.30% examples, 218064 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:07,298 : INFO : EPOCH 13 - PROGRESS: at 59.41% examples, 218072 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:08,306 : INFO : EPOCH 13 - PROGRESS: at 59.53% examples, 218077 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:09,321 : INFO : EPOCH 13 - PROGRESS: at 59.65% examples, 218062 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:10,375 : INFO : EPOCH 13 - PROGRESS: at 59.79% examples, 218075 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:11,382 : INFO : EPOCH 13 - PROGRESS: at 59.91% examples, 218064 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:12,421 : INFO : EPOCH 13 - PROGRESS: at 60.03% examples, 218071 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:13,459 : INFO : EPOCH 13 - PROGRESS: at 60.14% examples, 218074 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:14,481 : INFO : EPOCH 13 - PROGRESS: at 60.25% examples, 218081 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:15,495 : INFO : EPOCH 13 - PROGRESS: at 60.37% examples, 218086 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:16,498 : INFO : EPOCH 13 - PROGRESS: at 60.48% examples, 218080 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:17,533 : INFO : EPOCH 13 - PROGRESS: at 60.61% examples, 218072 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:18,547 : INFO : EPOCH 13 - PROGRESS: at 60.73% examples, 218092 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:19,563 : INFO : EPOCH 13 - PROGRESS: at 60.84% examples, 218088 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:20,593 : INFO : EPOCH 13 - PROGRESS: at 60.97% examples, 218089 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:21,600 : INFO : EPOCH 13 - PROGRESS: at 61.08% examples, 218082 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:22,637 : INFO : EPOCH 13 - PROGRESS: at 61.21% examples, 218084 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:23,678 : INFO : EPOCH 13 - PROGRESS: at 61.34% examples, 218081 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:24,714 : INFO : EPOCH 13 - PROGRESS: at 61.46% examples, 218089 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:25,743 : INFO : EPOCH 13 - PROGRESS: at 61.58% examples, 218081 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:26,770 : INFO : EPOCH 13 - PROGRESS: at 61.69% examples, 218080 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:27,774 : INFO : EPOCH 13 - PROGRESS: at 61.80% examples, 218091 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:28,782 : INFO : EPOCH 13 - PROGRESS: at 61.90% examples, 218085 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:29,803 : INFO : EPOCH 13 - PROGRESS: at 62.01% examples, 218089 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:30,812 : INFO : EPOCH 13 - PROGRESS: at 62.13% examples, 218070 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:31,851 : INFO : EPOCH 13 - PROGRESS: at 62.28% examples, 218086 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:32,892 : INFO : EPOCH 13 - PROGRESS: at 62.39% examples, 218091 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:33,984 : INFO : EPOCH 13 - PROGRESS: at 62.52% examples, 218076 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:35,065 : INFO : EPOCH 13 - PROGRESS: at 62.63% examples, 218077 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:36,117 : INFO : EPOCH 13 - PROGRESS: at 62.75% examples, 218093 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:37,139 : INFO : EPOCH 13 - PROGRESS: at 62.87% examples, 218084 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:38,169 : INFO : EPOCH 13 - PROGRESS: at 63.00% examples, 218082 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:39,275 : INFO : EPOCH 13 - PROGRESS: at 63.12% examples, 218077 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:40,291 : INFO : EPOCH 13 - PROGRESS: at 63.25% examples, 218095 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:41,316 : INFO : EPOCH 13 - PROGRESS: at 63.37% examples, 218106 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:42,407 : INFO : EPOCH 13 - PROGRESS: at 63.49% examples, 218091 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:43,426 : INFO : EPOCH 13 - PROGRESS: at 63.61% examples, 218099 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:44,433 : INFO : EPOCH 13 - PROGRESS: at 63.73% examples, 218103 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:45,498 : INFO : EPOCH 13 - PROGRESS: at 63.86% examples, 218088 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:46,499 : INFO : EPOCH 13 - PROGRESS: at 64.00% examples, 218114 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:47,511 : INFO : EPOCH 13 - PROGRESS: at 64.12% examples, 218103 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:48,517 : INFO : EPOCH 13 - PROGRESS: at 64.23% examples, 218102 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:49,547 : INFO : EPOCH 13 - PROGRESS: at 64.36% examples, 218107 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:50,586 : INFO : EPOCH 13 - PROGRESS: at 64.49% examples, 218106 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:51,637 : INFO : EPOCH 13 - PROGRESS: at 64.61% examples, 218103 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:52,690 : INFO : EPOCH 13 - PROGRESS: at 64.74% examples, 218104 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:53,779 : INFO : EPOCH 13 - PROGRESS: at 64.87% examples, 218113 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:54,800 : INFO : EPOCH 13 - PROGRESS: at 65.00% examples, 218116 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:55,863 : INFO : EPOCH 13 - PROGRESS: at 65.13% examples, 218114 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:56,914 : INFO : EPOCH 13 - PROGRESS: at 65.27% examples, 218110 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:57,937 : INFO : EPOCH 13 - PROGRESS: at 65.38% examples, 218128 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:58,949 : INFO : EPOCH 13 - PROGRESS: at 65.48% examples, 218117 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:01:59,989 : INFO : EPOCH 13 - PROGRESS: at 65.61% examples, 218128 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:00,994 : INFO : EPOCH 13 - PROGRESS: at 65.71% examples, 218132 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:02,024 : INFO : EPOCH 13 - PROGRESS: at 65.83% examples, 218119 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:03,076 : INFO : EPOCH 13 - PROGRESS: at 65.95% examples, 218118 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:04,101 : INFO : EPOCH 13 - PROGRESS: at 66.07% examples, 218125 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:05,159 : INFO : EPOCH 13 - PROGRESS: at 66.19% examples, 218119 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:06,181 : INFO : EPOCH 13 - PROGRESS: at 66.32% examples, 218128 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:07,188 : INFO : EPOCH 13 - PROGRESS: at 66.42% examples, 218133 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:08,215 : INFO : EPOCH 13 - PROGRESS: at 66.55% examples, 218133 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:09,238 : INFO : EPOCH 13 - PROGRESS: at 66.68% examples, 218133 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:10,258 : INFO : EPOCH 13 - PROGRESS: at 66.78% examples, 218125 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:11,261 : INFO : EPOCH 13 - PROGRESS: at 66.90% examples, 218130 words/s, in_qsize 8, out_qsize 1
2020-07-16 22:02:12,270 : INFO : EPOCH 13 - PROGRESS: at 67.03% examples, 218129 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:13,277 : INFO : EPOCH 13 - PROGRESS: at 67.15% examples, 218148 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:14,294 : INFO : EPOCH 13 - PROGRESS: at 67.26% examples, 218141 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:15,298 : INFO : EPOCH 13 - PROGRESS: at 67.36% examples, 218133 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:16,329 : INFO : EPOCH 13 - PROGRESS: at 67.48% examples, 218128 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:17,357 : INFO : EPOCH 13 - PROGRESS: at 67.60% examples, 218138 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:18,391 : INFO : EPOCH 13 - PROGRESS: at 67.72% examples, 218133 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:19,393 : INFO : EPOCH 13 - PROGRESS: at 67.84% examples, 218147 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:20,433 : INFO : EPOCH 13 - PROGRESS: at 67.97% examples, 218140 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:21,446 : INFO : EPOCH 13 - PROGRESS: at 68.09% examples, 218147 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:22,544 : INFO : EPOCH 13 - PROGRESS: at 68.22% examples, 218130 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:23,558 : INFO : EPOCH 13 - PROGRESS: at 68.34% examples, 218138 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:24,582 : INFO : EPOCH 13 - PROGRESS: at 68.47% examples, 218142 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:25,594 : INFO : EPOCH 13 - PROGRESS: at 68.60% examples, 218149 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:26,619 : INFO : EPOCH 13 - PROGRESS: at 68.73% examples, 218146 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:27,631 : INFO : EPOCH 13 - PROGRESS: at 68.85% examples, 218150 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:28,650 : INFO : EPOCH 13 - PROGRESS: at 68.97% examples, 218155 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:29,655 : INFO : EPOCH 13 - PROGRESS: at 69.08% examples, 218152 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:30,659 : INFO : EPOCH 13 - PROGRESS: at 69.17% examples, 218145 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:31,659 : INFO : EPOCH 13 - PROGRESS: at 69.28% examples, 218145 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:32,662 : INFO : EPOCH 13 - PROGRESS: at 69.40% examples, 218153 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:33,679 : INFO : EPOCH 13 - PROGRESS: at 69.50% examples, 218150 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:34,728 : INFO : EPOCH 13 - PROGRESS: at 69.62% examples, 218147 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:35,746 : INFO : EPOCH 13 - PROGRESS: at 69.74% examples, 218145 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:36,746 : INFO : EPOCH 13 - PROGRESS: at 69.84% examples, 218142 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:37,805 : INFO : EPOCH 13 - PROGRESS: at 69.97% examples, 218134 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:38,862 : INFO : EPOCH 13 - PROGRESS: at 70.10% examples, 218134 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:02:39,881 : INFO : EPOCH 13 - PROGRESS: at 70.23% examples, 218147 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:40,900 : INFO : EPOCH 13 - PROGRESS: at 70.35% examples, 218145 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:41,909 : INFO : EPOCH 13 - PROGRESS: at 70.46% examples, 218152 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:42,938 : INFO : EPOCH 13 - PROGRESS: at 70.60% examples, 218156 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:43,940 : INFO : EPOCH 13 - PROGRESS: at 70.72% examples, 218151 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:44,963 : INFO : EPOCH 13 - PROGRESS: at 70.84% examples, 218155 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:45,978 : INFO : EPOCH 13 - PROGRESS: at 70.96% examples, 218158 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:47,038 : INFO : EPOCH 13 - PROGRESS: at 71.08% examples, 218148 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:48,067 : INFO : EPOCH 13 - PROGRESS: at 71.22% examples, 218155 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:49,088 : INFO : EPOCH 13 - PROGRESS: at 71.32% examples, 218149 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:50,095 : INFO : EPOCH 13 - PROGRESS: at 71.43% examples, 218151 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:51,114 : INFO : EPOCH 13 - PROGRESS: at 71.56% examples, 218155 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:52,134 : INFO : EPOCH 13 - PROGRESS: at 71.69% examples, 218154 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:53,136 : INFO : EPOCH 13 - PROGRESS: at 71.83% examples, 218172 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:54,164 : INFO : EPOCH 13 - PROGRESS: at 71.94% examples, 218146 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:55,215 : INFO : EPOCH 13 - PROGRESS: at 72.07% examples, 218149 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:56,246 : INFO : EPOCH 13 - PROGRESS: at 72.18% examples, 218157 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:57,290 : INFO : EPOCH 13 - PROGRESS: at 72.31% examples, 218162 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:58,333 : INFO : EPOCH 13 - PROGRESS: at 72.42% examples, 218156 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:02:59,370 : INFO : EPOCH 13 - PROGRESS: at 72.55% examples, 218156 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:00,374 : INFO : EPOCH 13 - PROGRESS: at 72.65% examples, 218161 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:01,378 : INFO : EPOCH 13 - PROGRESS: at 72.75% examples, 218161 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:02,391 : INFO : EPOCH 13 - PROGRESS: at 72.86% examples, 218163 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:03,406 : INFO : EPOCH 13 - PROGRESS: at 72.98% examples, 218160 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:04,413 : INFO : EPOCH 13 - PROGRESS: at 73.10% examples, 218156 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:05,418 : INFO : EPOCH 13 - PROGRESS: at 73.22% examples, 218155 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:06,525 : INFO : EPOCH 13 - PROGRESS: at 73.35% examples, 218152 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:07,563 : INFO : EPOCH 13 - PROGRESS: at 73.45% examples, 218151 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:08,581 : INFO : EPOCH 13 - PROGRESS: at 73.57% examples, 218160 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:09,590 : INFO : EPOCH 13 - PROGRESS: at 73.70% examples, 218167 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:10,596 : INFO : EPOCH 13 - PROGRESS: at 73.81% examples, 218157 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:11,601 : INFO : EPOCH 13 - PROGRESS: at 73.93% examples, 218163 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:12,633 : INFO : EPOCH 13 - PROGRESS: at 74.05% examples, 218161 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:13,691 : INFO : EPOCH 13 - PROGRESS: at 74.20% examples, 218165 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:14,714 : INFO : EPOCH 13 - PROGRESS: at 74.31% examples, 218156 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:15,731 : INFO : EPOCH 13 - PROGRESS: at 74.44% examples, 218161 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:16,741 : INFO : EPOCH 13 - PROGRESS: at 74.55% examples, 218161 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:17,742 : INFO : EPOCH 13 - PROGRESS: at 74.67% examples, 218176 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:18,805 : INFO : EPOCH 13 - PROGRESS: at 74.78% examples, 218165 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:19,816 : INFO : EPOCH 13 - PROGRESS: at 74.90% examples, 218170 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:20,838 : INFO : EPOCH 13 - PROGRESS: at 75.03% examples, 218174 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:21,869 : INFO : EPOCH 13 - PROGRESS: at 75.16% examples, 218164 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:22,906 : INFO : EPOCH 13 - PROGRESS: at 75.29% examples, 218165 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:23,912 : INFO : EPOCH 13 - PROGRESS: at 75.39% examples, 218166 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:24,915 : INFO : EPOCH 13 - PROGRESS: at 75.52% examples, 218174 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:25,956 : INFO : EPOCH 13 - PROGRESS: at 75.65% examples, 218176 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:27,015 : INFO : EPOCH 13 - PROGRESS: at 75.79% examples, 218171 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:28,086 : INFO : EPOCH 13 - PROGRESS: at 75.91% examples, 218164 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:29,142 : INFO : EPOCH 13 - PROGRESS: at 76.04% examples, 218171 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:30,147 : INFO : EPOCH 13 - PROGRESS: at 76.16% examples, 218181 words/s, in_qsize 6, out_qsize 0
2020-07-16 22:03:31,182 : INFO : EPOCH 13 - PROGRESS: at 76.27% examples, 218182 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:32,215 : INFO : EPOCH 13 - PROGRESS: at 76.38% examples, 218167 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:33,238 : INFO : EPOCH 13 - PROGRESS: at 76.50% examples, 218184 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:34,254 : INFO : EPOCH 13 - PROGRESS: at 76.61% examples, 218187 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:35,264 : INFO : EPOCH 13 - PROGRESS: at 76.74% examples, 218185 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:36,314 : INFO : EPOCH 13 - PROGRESS: at 76.87% examples, 218186 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:37,320 : INFO : EPOCH 13 - PROGRESS: at 76.96% examples, 218188 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:38,337 : INFO : EPOCH 13 - PROGRESS: at 77.08% examples, 218186 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:39,361 : INFO : EPOCH 13 - PROGRESS: at 77.22% examples, 218195 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:40,389 : INFO : EPOCH 13 - PROGRESS: at 77.33% examples, 218191 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:41,405 : INFO : EPOCH 13 - PROGRESS: at 77.45% examples, 218184 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:42,443 : INFO : EPOCH 13 - PROGRESS: at 77.58% examples, 218190 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:43,525 : INFO : EPOCH 13 - PROGRESS: at 77.69% examples, 218186 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:44,610 : INFO : EPOCH 13 - PROGRESS: at 77.81% examples, 218176 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:45,653 : INFO : EPOCH 13 - PROGRESS: at 77.93% examples, 218188 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:46,713 : INFO : EPOCH 13 - PROGRESS: at 78.07% examples, 218187 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:47,713 : INFO : EPOCH 13 - PROGRESS: at 78.17% examples, 218196 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:48,754 : INFO : EPOCH 13 - PROGRESS: at 78.31% examples, 218194 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:49,762 : INFO : EPOCH 13 - PROGRESS: at 78.42% examples, 218192 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:50,805 : INFO : EPOCH 13 - PROGRESS: at 78.52% examples, 218197 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:51,819 : INFO : EPOCH 13 - PROGRESS: at 78.64% examples, 218194 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:52,837 : INFO : EPOCH 13 - PROGRESS: at 78.76% examples, 218190 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:53,855 : INFO : EPOCH 13 - PROGRESS: at 78.86% examples, 218186 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:54,882 : INFO : EPOCH 13 - PROGRESS: at 78.97% examples, 218196 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:55,891 : INFO : EPOCH 13 - PROGRESS: at 79.09% examples, 218189 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:56,892 : INFO : EPOCH 13 - PROGRESS: at 79.21% examples, 218182 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:57,902 : INFO : EPOCH 13 - PROGRESS: at 79.32% examples, 218187 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:58,930 : INFO : EPOCH 13 - PROGRESS: at 79.46% examples, 218171 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:03:59,945 : INFO : EPOCH 13 - PROGRESS: at 79.57% examples, 218154 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:01,017 : INFO : EPOCH 13 - PROGRESS: at 79.67% examples, 218108 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:02,063 : INFO : EPOCH 13 - PROGRESS: at 79.77% examples, 218060 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:03,096 : INFO : EPOCH 13 - PROGRESS: at 79.90% examples, 218045 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:04,136 : INFO : EPOCH 13 - PROGRESS: at 80.02% examples, 218051 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:05,178 : INFO : EPOCH 13 - PROGRESS: at 80.15% examples, 218049 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:06,187 : INFO : EPOCH 13 - PROGRESS: at 80.27% examples, 218060 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:07,214 : INFO : EPOCH 13 - PROGRESS: at 80.38% examples, 218049 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:08,221 : INFO : EPOCH 13 - PROGRESS: at 80.49% examples, 218046 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:09,222 : INFO : EPOCH 13 - PROGRESS: at 80.60% examples, 218049 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:10,237 : INFO : EPOCH 13 - PROGRESS: at 80.73% examples, 218053 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:11,243 : INFO : EPOCH 13 - PROGRESS: at 80.86% examples, 218060 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:12,246 : INFO : EPOCH 13 - PROGRESS: at 80.98% examples, 218055 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:13,282 : INFO : EPOCH 13 - PROGRESS: at 81.13% examples, 218057 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:14,340 : INFO : EPOCH 13 - PROGRESS: at 81.25% examples, 218056 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:15,375 : INFO : EPOCH 13 - PROGRESS: at 81.36% examples, 218062 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:16,403 : INFO : EPOCH 13 - PROGRESS: at 81.47% examples, 218052 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:17,406 : INFO : EPOCH 13 - PROGRESS: at 81.59% examples, 218061 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:18,457 : INFO : EPOCH 13 - PROGRESS: at 81.72% examples, 218058 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:19,466 : INFO : EPOCH 13 - PROGRESS: at 81.83% examples, 218065 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:20,469 : INFO : EPOCH 13 - PROGRESS: at 81.95% examples, 218073 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:21,475 : INFO : EPOCH 13 - PROGRESS: at 82.06% examples, 218060 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:22,503 : INFO : EPOCH 13 - PROGRESS: at 82.17% examples, 218074 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:23,537 : INFO : EPOCH 13 - PROGRESS: at 82.28% examples, 218065 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:24,561 : INFO : EPOCH 13 - PROGRESS: at 82.41% examples, 218067 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:25,571 : INFO : EPOCH 13 - PROGRESS: at 82.54% examples, 218076 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:26,594 : INFO : EPOCH 13 - PROGRESS: at 82.67% examples, 218068 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:27,612 : INFO : EPOCH 13 - PROGRESS: at 82.78% examples, 218069 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:28,622 : INFO : EPOCH 13 - PROGRESS: at 82.90% examples, 218075 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:29,655 : INFO : EPOCH 13 - PROGRESS: at 83.02% examples, 218072 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:30,707 : INFO : EPOCH 13 - PROGRESS: at 83.14% examples, 218067 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:31,713 : INFO : EPOCH 13 - PROGRESS: at 83.26% examples, 218073 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:32,722 : INFO : EPOCH 13 - PROGRESS: at 83.39% examples, 218066 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:33,728 : INFO : EPOCH 13 - PROGRESS: at 83.49% examples, 218067 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:34,737 : INFO : EPOCH 13 - PROGRESS: at 83.60% examples, 218081 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:35,741 : INFO : EPOCH 13 - PROGRESS: at 83.71% examples, 218078 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:36,745 : INFO : EPOCH 13 - PROGRESS: at 83.84% examples, 218079 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:37,761 : INFO : EPOCH 13 - PROGRESS: at 83.96% examples, 218070 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:38,762 : INFO : EPOCH 13 - PROGRESS: at 84.08% examples, 218075 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:39,763 : INFO : EPOCH 13 - PROGRESS: at 84.20% examples, 218076 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:40,775 : INFO : EPOCH 13 - PROGRESS: at 84.32% examples, 218080 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:41,841 : INFO : EPOCH 13 - PROGRESS: at 84.44% examples, 218077 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:42,860 : INFO : EPOCH 13 - PROGRESS: at 84.54% examples, 218085 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:43,941 : INFO : EPOCH 13 - PROGRESS: at 84.67% examples, 218075 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:44,967 : INFO : EPOCH 13 - PROGRESS: at 84.81% examples, 218082 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:46,009 : INFO : EPOCH 13 - PROGRESS: at 84.92% examples, 218086 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:47,013 : INFO : EPOCH 13 - PROGRESS: at 85.05% examples, 218089 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:48,044 : INFO : EPOCH 13 - PROGRESS: at 85.16% examples, 218086 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:49,054 : INFO : EPOCH 13 - PROGRESS: at 85.27% examples, 218092 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:50,070 : INFO : EPOCH 13 - PROGRESS: at 85.39% examples, 218095 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:51,080 : INFO : EPOCH 13 - PROGRESS: at 85.51% examples, 218100 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:52,110 : INFO : EPOCH 13 - PROGRESS: at 85.63% examples, 218084 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:53,128 : INFO : EPOCH 13 - PROGRESS: at 85.75% examples, 218079 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:54,159 : INFO : EPOCH 13 - PROGRESS: at 85.88% examples, 218079 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:55,172 : INFO : EPOCH 13 - PROGRESS: at 85.99% examples, 218089 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:56,188 : INFO : EPOCH 13 - PROGRESS: at 86.12% examples, 218097 words/s, in_qsize 8, out_qsize 0
2020-07-16 22:04:57,196 : INFO : EPOCH 13 - PROGRESS: at 86.23% examples, 218085 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:58,201 : INFO : EPOCH 13 - PROGRESS: at 86.36% examples, 218097 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:04:59,209 : INFO : EPOCH 13 - PROGRESS: at 86.47% examples, 218092 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:00,226 : INFO : EPOCH 13 - PROGRESS: at 86.58% examples, 218092 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:01,313 : INFO : EPOCH 13 - PROGRESS: at 86.70% examples, 218083 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:02,365 : INFO : EPOCH 13 - PROGRESS: at 86.83% examples, 218084 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:03,369 : INFO : EPOCH 13 - PROGRESS: at 86.95% examples, 218093 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:04,420 : INFO : EPOCH 13 - PROGRESS: at 87.07% examples, 218084 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:05,432 : INFO : EPOCH 13 - PROGRESS: at 87.19% examples, 218096 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:06,442 : INFO : EPOCH 13 - PROGRESS: at 87.31% examples, 218097 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:07,450 : INFO : EPOCH 13 - PROGRESS: at 87.43% examples, 218089 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:08,457 : INFO : EPOCH 13 - PROGRESS: at 87.56% examples, 218099 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:09,478 : INFO : EPOCH 13 - PROGRESS: at 87.68% examples, 218088 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:10,533 : INFO : EPOCH 13 - PROGRESS: at 87.81% examples, 218096 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:11,534 : INFO : EPOCH 13 - PROGRESS: at 87.93% examples, 218093 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:12,579 : INFO : EPOCH 13 - PROGRESS: at 88.06% examples, 218094 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:13,582 : INFO : EPOCH 13 - PROGRESS: at 88.18% examples, 218107 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:14,647 : INFO : EPOCH 13 - PROGRESS: at 88.28% examples, 218094 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:15,716 : INFO : EPOCH 13 - PROGRESS: at 88.42% examples, 218087 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:16,737 : INFO : EPOCH 13 - PROGRESS: at 88.55% examples, 218099 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:17,765 : INFO : EPOCH 13 - PROGRESS: at 88.67% examples, 218095 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:18,807 : INFO : EPOCH 13 - PROGRESS: at 88.79% examples, 218102 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:19,875 : INFO : EPOCH 13 - PROGRESS: at 88.93% examples, 218096 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:20,906 : INFO : EPOCH 13 - PROGRESS: at 89.03% examples, 218096 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:21,958 : INFO : EPOCH 13 - PROGRESS: at 89.15% examples, 218095 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:22,960 : INFO : EPOCH 13 - PROGRESS: at 89.27% examples, 218108 words/s, in_qsize 8, out_qsize 0
2020-07-16 22:05:23,967 : INFO : EPOCH 13 - PROGRESS: at 89.36% examples, 218098 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:24,980 : INFO : EPOCH 13 - PROGRESS: at 89.50% examples, 218107 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:26,032 : INFO : EPOCH 13 - PROGRESS: at 89.61% examples, 218099 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:27,045 : INFO : EPOCH 13 - PROGRESS: at 89.75% examples, 218113 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:28,086 : INFO : EPOCH 13 - PROGRESS: at 89.87% examples, 218107 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:29,135 : INFO : EPOCH 13 - PROGRESS: at 90.00% examples, 218109 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:30,158 : INFO : EPOCH 13 - PROGRESS: at 90.12% examples, 218113 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:31,178 : INFO : EPOCH 13 - PROGRESS: at 90.24% examples, 218099 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:32,231 : INFO : EPOCH 13 - PROGRESS: at 90.34% examples, 218099 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:33,249 : INFO : EPOCH 13 - PROGRESS: at 90.46% examples, 218108 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:34,249 : INFO : EPOCH 13 - PROGRESS: at 90.57% examples, 218111 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:35,308 : INFO : EPOCH 13 - PROGRESS: at 90.69% examples, 218102 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:36,333 : INFO : EPOCH 13 - PROGRESS: at 90.82% examples, 218112 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:37,349 : INFO : EPOCH 13 - PROGRESS: at 90.93% examples, 218114 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:38,421 : INFO : EPOCH 13 - PROGRESS: at 91.05% examples, 218103 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:39,424 : INFO : EPOCH 13 - PROGRESS: at 91.17% examples, 218109 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:40,485 : INFO : EPOCH 13 - PROGRESS: at 91.29% examples, 218109 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:41,489 : INFO : EPOCH 13 - PROGRESS: at 91.42% examples, 218108 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:42,492 : INFO : EPOCH 13 - PROGRESS: at 91.53% examples, 218114 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:43,512 : INFO : EPOCH 13 - PROGRESS: at 91.64% examples, 218118 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:44,551 : INFO : EPOCH 13 - PROGRESS: at 91.75% examples, 218104 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:45,577 : INFO : EPOCH 13 - PROGRESS: at 91.87% examples, 218108 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:46,651 : INFO : EPOCH 13 - PROGRESS: at 91.98% examples, 218105 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:47,685 : INFO : EPOCH 13 - PROGRESS: at 92.09% examples, 218100 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:48,736 : INFO : EPOCH 13 - PROGRESS: at 92.24% examples, 218105 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:49,766 : INFO : EPOCH 13 - PROGRESS: at 92.37% examples, 218108 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:50,794 : INFO : EPOCH 13 - PROGRESS: at 92.48% examples, 218112 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:51,840 : INFO : EPOCH 13 - PROGRESS: at 92.60% examples, 218112 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:52,902 : INFO : EPOCH 13 - PROGRESS: at 92.72% examples, 218110 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:53,973 : INFO : EPOCH 13 - PROGRESS: at 92.84% examples, 218111 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:54,976 : INFO : EPOCH 13 - PROGRESS: at 92.94% examples, 218120 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:56,056 : INFO : EPOCH 13 - PROGRESS: at 93.04% examples, 218115 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:57,083 : INFO : EPOCH 13 - PROGRESS: at 93.15% examples, 218118 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:58,098 : INFO : EPOCH 13 - PROGRESS: at 93.26% examples, 218120 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:05:59,109 : INFO : EPOCH 13 - PROGRESS: at 93.38% examples, 218124 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:00,111 : INFO : EPOCH 13 - PROGRESS: at 93.50% examples, 218117 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:01,118 : INFO : EPOCH 13 - PROGRESS: at 93.61% examples, 218127 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:02,140 : INFO : EPOCH 13 - PROGRESS: at 93.73% examples, 218117 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:03,231 : INFO : EPOCH 13 - PROGRESS: at 93.87% examples, 218112 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:04,270 : INFO : EPOCH 13 - PROGRESS: at 93.97% examples, 218119 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:05,330 : INFO : EPOCH 13 - PROGRESS: at 94.10% examples, 218118 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:06,341 : INFO : EPOCH 13 - PROGRESS: at 94.23% examples, 218126 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:07,368 : INFO : EPOCH 13 - PROGRESS: at 94.33% examples, 218126 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:08,396 : INFO : EPOCH 13 - PROGRESS: at 94.45% examples, 218122 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:09,432 : INFO : EPOCH 13 - PROGRESS: at 94.58% examples, 218119 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:10,446 : INFO : EPOCH 13 - PROGRESS: at 94.70% examples, 218126 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:11,492 : INFO : EPOCH 13 - PROGRESS: at 94.83% examples, 218117 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:12,497 : INFO : EPOCH 13 - PROGRESS: at 94.96% examples, 218127 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:13,532 : INFO : EPOCH 13 - PROGRESS: at 95.05% examples, 218117 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:14,568 : INFO : EPOCH 13 - PROGRESS: at 95.18% examples, 218128 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:15,597 : INFO : EPOCH 13 - PROGRESS: at 95.29% examples, 218127 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:16,603 : INFO : EPOCH 13 - PROGRESS: at 95.39% examples, 218126 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:17,646 : INFO : EPOCH 13 - PROGRESS: at 95.51% examples, 218122 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:18,676 : INFO : EPOCH 13 - PROGRESS: at 95.63% examples, 218122 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:19,727 : INFO : EPOCH 13 - PROGRESS: at 95.75% examples, 218126 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:20,741 : INFO : EPOCH 13 - PROGRESS: at 95.86% examples, 218133 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:21,776 : INFO : EPOCH 13 - PROGRESS: at 95.98% examples, 218130 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:22,798 : INFO : EPOCH 13 - PROGRESS: at 96.11% examples, 218131 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:23,811 : INFO : EPOCH 13 - PROGRESS: at 96.22% examples, 218121 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:24,812 : INFO : EPOCH 13 - PROGRESS: at 96.33% examples, 218126 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:25,868 : INFO : EPOCH 13 - PROGRESS: at 96.44% examples, 218122 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:26,898 : INFO : EPOCH 13 - PROGRESS: at 96.58% examples, 218132 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:27,902 : INFO : EPOCH 13 - PROGRESS: at 96.69% examples, 218135 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:28,904 : INFO : EPOCH 13 - PROGRESS: at 96.81% examples, 218136 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:29,911 : INFO : EPOCH 13 - PROGRESS: at 96.91% examples, 218126 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:30,918 : INFO : EPOCH 13 - PROGRESS: at 97.02% examples, 218145 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:31,954 : INFO : EPOCH 13 - PROGRESS: at 97.14% examples, 218133 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:32,993 : INFO : EPOCH 13 - PROGRESS: at 97.26% examples, 218135 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:34,011 : INFO : EPOCH 13 - PROGRESS: at 97.38% examples, 218135 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:35,094 : INFO : EPOCH 13 - PROGRESS: at 97.51% examples, 218131 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:36,115 : INFO : EPOCH 13 - PROGRESS: at 97.66% examples, 218136 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:37,135 : INFO : EPOCH 13 - PROGRESS: at 97.80% examples, 218134 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:38,146 : INFO : EPOCH 13 - PROGRESS: at 97.91% examples, 218138 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:39,170 : INFO : EPOCH 13 - PROGRESS: at 98.04% examples, 218137 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:40,176 : INFO : EPOCH 13 - PROGRESS: at 98.18% examples, 218142 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:41,208 : INFO : EPOCH 13 - PROGRESS: at 98.28% examples, 218142 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:42,222 : INFO : EPOCH 13 - PROGRESS: at 98.39% examples, 218144 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:43,251 : INFO : EPOCH 13 - PROGRESS: at 98.52% examples, 218141 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:44,257 : INFO : EPOCH 13 - PROGRESS: at 98.63% examples, 218141 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:45,353 : INFO : EPOCH 13 - PROGRESS: at 98.75% examples, 218132 words/s, in_qsize 8, out_qsize 1
2020-07-16 22:06:46,384 : INFO : EPOCH 13 - PROGRESS: at 98.87% examples, 218144 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:47,405 : INFO : EPOCH 13 - PROGRESS: at 98.99% examples, 218148 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:48,405 : INFO : EPOCH 13 - PROGRESS: at 99.13% examples, 218148 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:49,474 : INFO : EPOCH 13 - PROGRESS: at 99.23% examples, 218136 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:50,523 : INFO : EPOCH 13 - PROGRESS: at 99.36% examples, 218140 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:51,523 : INFO : EPOCH 13 - PROGRESS: at 99.48% examples, 218149 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:52,527 : INFO : EPOCH 13 - PROGRESS: at 99.58% examples, 218147 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:53,576 : INFO : EPOCH 13 - PROGRESS: at 99.71% examples, 218142 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:54,593 : INFO : EPOCH 13 - PROGRESS: at 99.82% examples, 218152 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:55,614 : INFO : EPOCH 13 - PROGRESS: at 99.93% examples, 218147 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:56,207 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 22:06:56,249 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 22:06:56,267 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 22:06:56,302 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 22:06:56,303 : INFO : EPOCH - 13 : training on 247361374 raw words (187346610 effective words) took 858.8s, 218151 effective words/s
2020-07-16 22:06:57,370 : INFO : EPOCH 14 - PROGRESS: at 0.12% examples, 200843 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:58,384 : INFO : EPOCH 14 - PROGRESS: at 0.23% examples, 211292 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:06:59,446 : INFO : EPOCH 14 - PROGRESS: at 0.36% examples, 213161 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:00,526 : INFO : EPOCH 14 - PROGRESS: at 0.48% examples, 213241 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:01,545 : INFO : EPOCH 14 - PROGRESS: at 0.62% examples, 214518 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:02,564 : INFO : EPOCH 14 - PROGRESS: at 0.75% examples, 216211 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:03,616 : INFO : EPOCH 14 - PROGRESS: at 0.88% examples, 215884 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:04,688 : INFO : EPOCH 14 - PROGRESS: at 1.01% examples, 215633 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:05,716 : INFO : EPOCH 14 - PROGRESS: at 1.12% examples, 216444 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:06,762 : INFO : EPOCH 14 - PROGRESS: at 1.23% examples, 216339 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:07,774 : INFO : EPOCH 14 - PROGRESS: at 1.35% examples, 216717 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:08,789 : INFO : EPOCH 14 - PROGRESS: at 1.48% examples, 217187 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:09,804 : INFO : EPOCH 14 - PROGRESS: at 1.59% examples, 217046 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:10,877 : INFO : EPOCH 14 - PROGRESS: at 1.71% examples, 216982 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:11,936 : INFO : EPOCH 14 - PROGRESS: at 1.83% examples, 217359 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:12,971 : INFO : EPOCH 14 - PROGRESS: at 1.96% examples, 217100 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:13,974 : INFO : EPOCH 14 - PROGRESS: at 2.09% examples, 217785 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:14,989 : INFO : EPOCH 14 - PROGRESS: at 2.21% examples, 217609 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:16,007 : INFO : EPOCH 14 - PROGRESS: at 2.33% examples, 217632 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:17,019 : INFO : EPOCH 14 - PROGRESS: at 2.44% examples, 217853 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:18,044 : INFO : EPOCH 14 - PROGRESS: at 2.57% examples, 217507 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:19,066 : INFO : EPOCH 14 - PROGRESS: at 2.66% examples, 217708 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:20,072 : INFO : EPOCH 14 - PROGRESS: at 2.77% examples, 217817 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:21,121 : INFO : EPOCH 14 - PROGRESS: at 2.87% examples, 217551 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:22,149 : INFO : EPOCH 14 - PROGRESS: at 2.98% examples, 217748 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:23,158 : INFO : EPOCH 14 - PROGRESS: at 3.10% examples, 217610 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:24,166 : INFO : EPOCH 14 - PROGRESS: at 3.22% examples, 217794 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:25,189 : INFO : EPOCH 14 - PROGRESS: at 3.35% examples, 217729 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:26,220 : INFO : EPOCH 14 - PROGRESS: at 3.47% examples, 217797 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:27,249 : INFO : EPOCH 14 - PROGRESS: at 3.58% examples, 218015 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:28,282 : INFO : EPOCH 14 - PROGRESS: at 3.72% examples, 217890 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:29,319 : INFO : EPOCH 14 - PROGRESS: at 3.83% examples, 217682 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:30,407 : INFO : EPOCH 14 - PROGRESS: at 3.96% examples, 217608 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:31,442 : INFO : EPOCH 14 - PROGRESS: at 4.10% examples, 217825 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:32,446 : INFO : EPOCH 14 - PROGRESS: at 4.22% examples, 217865 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:33,474 : INFO : EPOCH 14 - PROGRESS: at 4.33% examples, 217832 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:34,485 : INFO : EPOCH 14 - PROGRESS: at 4.45% examples, 218026 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:35,527 : INFO : EPOCH 14 - PROGRESS: at 4.57% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:36,550 : INFO : EPOCH 14 - PROGRESS: at 4.69% examples, 218011 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:37,559 : INFO : EPOCH 14 - PROGRESS: at 4.81% examples, 218026 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:38,582 : INFO : EPOCH 14 - PROGRESS: at 4.94% examples, 218109 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:39,609 : INFO : EPOCH 14 - PROGRESS: at 5.08% examples, 218036 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:40,612 : INFO : EPOCH 14 - PROGRESS: at 5.19% examples, 218005 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:41,641 : INFO : EPOCH 14 - PROGRESS: at 5.31% examples, 218074 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:42,661 : INFO : EPOCH 14 - PROGRESS: at 5.44% examples, 218178 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:43,681 : INFO : EPOCH 14 - PROGRESS: at 5.55% examples, 218118 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:44,719 : INFO : EPOCH 14 - PROGRESS: at 5.68% examples, 218079 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:45,720 : INFO : EPOCH 14 - PROGRESS: at 5.78% examples, 218058 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:46,724 : INFO : EPOCH 14 - PROGRESS: at 5.90% examples, 218107 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:47,733 : INFO : EPOCH 14 - PROGRESS: at 6.03% examples, 218145 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:48,742 : INFO : EPOCH 14 - PROGRESS: at 6.14% examples, 218159 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:49,781 : INFO : EPOCH 14 - PROGRESS: at 6.27% examples, 218058 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:50,784 : INFO : EPOCH 14 - PROGRESS: at 6.38% examples, 218155 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:51,793 : INFO : EPOCH 14 - PROGRESS: at 6.50% examples, 218087 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:52,800 : INFO : EPOCH 14 - PROGRESS: at 6.61% examples, 218204 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:53,811 : INFO : EPOCH 14 - PROGRESS: at 6.71% examples, 218107 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:54,813 : INFO : EPOCH 14 - PROGRESS: at 6.84% examples, 218173 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:55,840 : INFO : EPOCH 14 - PROGRESS: at 6.94% examples, 218027 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:56,846 : INFO : EPOCH 14 - PROGRESS: at 7.06% examples, 218101 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:57,874 : INFO : EPOCH 14 - PROGRESS: at 7.17% examples, 218036 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:58,914 : INFO : EPOCH 14 - PROGRESS: at 7.31% examples, 218192 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:07:59,994 : INFO : EPOCH 14 - PROGRESS: at 7.40% examples, 218021 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:01,095 : INFO : EPOCH 14 - PROGRESS: at 7.54% examples, 217960 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:02,163 : INFO : EPOCH 14 - PROGRESS: at 7.66% examples, 218014 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:03,165 : INFO : EPOCH 14 - PROGRESS: at 7.78% examples, 218145 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:04,222 : INFO : EPOCH 14 - PROGRESS: at 7.90% examples, 218041 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:05,222 : INFO : EPOCH 14 - PROGRESS: at 8.01% examples, 218078 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:06,238 : INFO : EPOCH 14 - PROGRESS: at 8.13% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:07,264 : INFO : EPOCH 14 - PROGRESS: at 8.24% examples, 218114 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:08,330 : INFO : EPOCH 14 - PROGRESS: at 8.36% examples, 218043 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:09,333 : INFO : EPOCH 14 - PROGRESS: at 8.48% examples, 218219 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:10,353 : INFO : EPOCH 14 - PROGRESS: at 8.60% examples, 218112 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:11,392 : INFO : EPOCH 14 - PROGRESS: at 8.75% examples, 218118 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:12,407 : INFO : EPOCH 14 - PROGRESS: at 8.87% examples, 218118 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:13,413 : INFO : EPOCH 14 - PROGRESS: at 8.98% examples, 218153 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:14,464 : INFO : EPOCH 14 - PROGRESS: at 9.09% examples, 218099 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:15,541 : INFO : EPOCH 14 - PROGRESS: at 9.22% examples, 218070 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:16,547 : INFO : EPOCH 14 - PROGRESS: at 9.33% examples, 218159 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:17,566 : INFO : EPOCH 14 - PROGRESS: at 9.46% examples, 218149 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:18,590 : INFO : EPOCH 14 - PROGRESS: at 9.57% examples, 218174 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:19,600 : INFO : EPOCH 14 - PROGRESS: at 9.68% examples, 218076 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:20,602 : INFO : EPOCH 14 - PROGRESS: at 9.81% examples, 218152 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:21,633 : INFO : EPOCH 14 - PROGRESS: at 9.93% examples, 218114 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:08:22,640 : INFO : EPOCH 14 - PROGRESS: at 10.03% examples, 218113 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:23,687 : INFO : EPOCH 14 - PROGRESS: at 10.16% examples, 218075 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:24,692 : INFO : EPOCH 14 - PROGRESS: at 10.25% examples, 218034 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:25,720 : INFO : EPOCH 14 - PROGRESS: at 10.36% examples, 218177 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:26,732 : INFO : EPOCH 14 - PROGRESS: at 10.49% examples, 218168 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:27,738 : INFO : EPOCH 14 - PROGRESS: at 10.62% examples, 218046 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:28,755 : INFO : EPOCH 14 - PROGRESS: at 10.75% examples, 217946 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:08:29,756 : INFO : EPOCH 14 - PROGRESS: at 10.85% examples, 217929 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:30,816 : INFO : EPOCH 14 - PROGRESS: at 10.96% examples, 217844 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:31,892 : INFO : EPOCH 14 - PROGRESS: at 11.09% examples, 217536 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:32,918 : INFO : EPOCH 14 - PROGRESS: at 11.18% examples, 217123 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:33,962 : INFO : EPOCH 14 - PROGRESS: at 11.30% examples, 217103 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:34,982 : INFO : EPOCH 14 - PROGRESS: at 11.41% examples, 217118 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:35,988 : INFO : EPOCH 14 - PROGRESS: at 11.52% examples, 217118 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:37,024 : INFO : EPOCH 14 - PROGRESS: at 11.65% examples, 217102 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:38,059 : INFO : EPOCH 14 - PROGRESS: at 11.76% examples, 217143 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:39,109 : INFO : EPOCH 14 - PROGRESS: at 11.89% examples, 217163 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:40,117 : INFO : EPOCH 14 - PROGRESS: at 12.00% examples, 217194 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:41,119 : INFO : EPOCH 14 - PROGRESS: at 12.11% examples, 217216 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:42,119 : INFO : EPOCH 14 - PROGRESS: at 12.24% examples, 217257 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:08:43,122 : INFO : EPOCH 14 - PROGRESS: at 12.35% examples, 217228 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:44,187 : INFO : EPOCH 14 - PROGRESS: at 12.48% examples, 217217 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:45,190 : INFO : EPOCH 14 - PROGRESS: at 12.58% examples, 217229 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:46,224 : INFO : EPOCH 14 - PROGRESS: at 12.69% examples, 217274 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:47,230 : INFO : EPOCH 14 - PROGRESS: at 12.81% examples, 217231 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:48,287 : INFO : EPOCH 14 - PROGRESS: at 12.94% examples, 217263 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:49,334 : INFO : EPOCH 14 - PROGRESS: at 13.04% examples, 217244 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:50,377 : INFO : EPOCH 14 - PROGRESS: at 13.15% examples, 217251 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:51,379 : INFO : EPOCH 14 - PROGRESS: at 13.28% examples, 217342 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:52,395 : INFO : EPOCH 14 - PROGRESS: at 13.39% examples, 217267 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:53,475 : INFO : EPOCH 14 - PROGRESS: at 13.52% examples, 217288 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:54,534 : INFO : EPOCH 14 - PROGRESS: at 13.64% examples, 217309 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:55,543 : INFO : EPOCH 14 - PROGRESS: at 13.75% examples, 217338 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:56,566 : INFO : EPOCH 14 - PROGRESS: at 13.87% examples, 217390 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:57,567 : INFO : EPOCH 14 - PROGRESS: at 13.98% examples, 217311 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:58,570 : INFO : EPOCH 14 - PROGRESS: at 14.12% examples, 217398 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:08:59,595 : INFO : EPOCH 14 - PROGRESS: at 14.24% examples, 217352 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:00,598 : INFO : EPOCH 14 - PROGRESS: at 14.37% examples, 217404 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:01,639 : INFO : EPOCH 14 - PROGRESS: at 14.50% examples, 217361 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:02,654 : INFO : EPOCH 14 - PROGRESS: at 14.62% examples, 217432 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:03,671 : INFO : EPOCH 14 - PROGRESS: at 14.73% examples, 217420 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:04,725 : INFO : EPOCH 14 - PROGRESS: at 14.83% examples, 217360 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:05,728 : INFO : EPOCH 14 - PROGRESS: at 14.96% examples, 217430 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:06,743 : INFO : EPOCH 14 - PROGRESS: at 15.07% examples, 217453 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:07,775 : INFO : EPOCH 14 - PROGRESS: at 15.20% examples, 217459 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:08,800 : INFO : EPOCH 14 - PROGRESS: at 15.31% examples, 217417 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:09,821 : INFO : EPOCH 14 - PROGRESS: at 15.44% examples, 217444 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:10,833 : INFO : EPOCH 14 - PROGRESS: at 15.56% examples, 217424 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:11,847 : INFO : EPOCH 14 - PROGRESS: at 15.68% examples, 217423 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:12,855 : INFO : EPOCH 14 - PROGRESS: at 15.82% examples, 217465 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:13,860 : INFO : EPOCH 14 - PROGRESS: at 15.93% examples, 217438 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:14,886 : INFO : EPOCH 14 - PROGRESS: at 16.07% examples, 217492 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:15,919 : INFO : EPOCH 14 - PROGRESS: at 16.18% examples, 217474 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:16,951 : INFO : EPOCH 14 - PROGRESS: at 16.31% examples, 217473 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:17,961 : INFO : EPOCH 14 - PROGRESS: at 16.44% examples, 217499 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:18,994 : INFO : EPOCH 14 - PROGRESS: at 16.58% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:20,015 : INFO : EPOCH 14 - PROGRESS: at 16.69% examples, 217495 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:21,023 : INFO : EPOCH 14 - PROGRESS: at 16.80% examples, 217464 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:22,063 : INFO : EPOCH 14 - PROGRESS: at 16.92% examples, 217443 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:23,070 : INFO : EPOCH 14 - PROGRESS: at 17.03% examples, 217538 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:24,091 : INFO : EPOCH 14 - PROGRESS: at 17.14% examples, 217513 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:25,101 : INFO : EPOCH 14 - PROGRESS: at 17.25% examples, 217530 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:26,134 : INFO : EPOCH 14 - PROGRESS: at 17.39% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:27,177 : INFO : EPOCH 14 - PROGRESS: at 17.50% examples, 217563 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:28,226 : INFO : EPOCH 14 - PROGRESS: at 17.61% examples, 217533 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:29,232 : INFO : EPOCH 14 - PROGRESS: at 17.73% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:30,250 : INFO : EPOCH 14 - PROGRESS: at 17.86% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:31,284 : INFO : EPOCH 14 - PROGRESS: at 17.98% examples, 217584 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:32,291 : INFO : EPOCH 14 - PROGRESS: at 18.10% examples, 217599 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:33,353 : INFO : EPOCH 14 - PROGRESS: at 18.20% examples, 217573 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:34,368 : INFO : EPOCH 14 - PROGRESS: at 18.30% examples, 217599 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:35,403 : INFO : EPOCH 14 - PROGRESS: at 18.43% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:36,498 : INFO : EPOCH 14 - PROGRESS: at 18.54% examples, 217535 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:37,534 : INFO : EPOCH 14 - PROGRESS: at 18.67% examples, 217607 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:38,549 : INFO : EPOCH 14 - PROGRESS: at 18.79% examples, 217595 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:39,556 : INFO : EPOCH 14 - PROGRESS: at 18.89% examples, 217617 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:40,584 : INFO : EPOCH 14 - PROGRESS: at 19.02% examples, 217636 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:41,594 : INFO : EPOCH 14 - PROGRESS: at 19.14% examples, 217658 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:42,625 : INFO : EPOCH 14 - PROGRESS: at 19.27% examples, 217623 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:43,639 : INFO : EPOCH 14 - PROGRESS: at 19.38% examples, 217639 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:44,677 : INFO : EPOCH 14 - PROGRESS: at 19.50% examples, 217623 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:45,704 : INFO : EPOCH 14 - PROGRESS: at 19.63% examples, 217623 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:46,711 : INFO : EPOCH 14 - PROGRESS: at 19.75% examples, 217650 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:47,719 : INFO : EPOCH 14 - PROGRESS: at 19.87% examples, 217675 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:48,744 : INFO : EPOCH 14 - PROGRESS: at 20.00% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:49,816 : INFO : EPOCH 14 - PROGRESS: at 20.15% examples, 217618 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:50,817 : INFO : EPOCH 14 - PROGRESS: at 20.27% examples, 217654 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:51,853 : INFO : EPOCH 14 - PROGRESS: at 20.37% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:52,919 : INFO : EPOCH 14 - PROGRESS: at 20.50% examples, 217615 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:53,920 : INFO : EPOCH 14 - PROGRESS: at 20.64% examples, 217649 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:54,973 : INFO : EPOCH 14 - PROGRESS: at 20.76% examples, 217650 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:56,005 : INFO : EPOCH 14 - PROGRESS: at 20.88% examples, 217698 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:57,051 : INFO : EPOCH 14 - PROGRESS: at 21.01% examples, 217694 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:58,095 : INFO : EPOCH 14 - PROGRESS: at 21.13% examples, 217692 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:09:59,119 : INFO : EPOCH 14 - PROGRESS: at 21.25% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:00,169 : INFO : EPOCH 14 - PROGRESS: at 21.36% examples, 217676 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:01,228 : INFO : EPOCH 14 - PROGRESS: at 21.49% examples, 217686 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:02,257 : INFO : EPOCH 14 - PROGRESS: at 21.63% examples, 217687 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:03,272 : INFO : EPOCH 14 - PROGRESS: at 21.74% examples, 217714 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:04,346 : INFO : EPOCH 14 - PROGRESS: at 21.89% examples, 217678 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:05,370 : INFO : EPOCH 14 - PROGRESS: at 22.00% examples, 217686 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:06,410 : INFO : EPOCH 14 - PROGRESS: at 22.11% examples, 217693 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:07,451 : INFO : EPOCH 14 - PROGRESS: at 22.23% examples, 217719 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:08,508 : INFO : EPOCH 14 - PROGRESS: at 22.34% examples, 217719 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:09,532 : INFO : EPOCH 14 - PROGRESS: at 22.47% examples, 217740 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:10,550 : INFO : EPOCH 14 - PROGRESS: at 22.58% examples, 217698 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:11,591 : INFO : EPOCH 14 - PROGRESS: at 22.69% examples, 217730 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:12,593 : INFO : EPOCH 14 - PROGRESS: at 22.81% examples, 217739 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:13,601 : INFO : EPOCH 14 - PROGRESS: at 22.93% examples, 217738 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:14,626 : INFO : EPOCH 14 - PROGRESS: at 23.05% examples, 217745 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:15,641 : INFO : EPOCH 14 - PROGRESS: at 23.18% examples, 217773 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:16,641 : INFO : EPOCH 14 - PROGRESS: at 23.29% examples, 217758 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:17,646 : INFO : EPOCH 14 - PROGRESS: at 23.41% examples, 217772 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:18,646 : INFO : EPOCH 14 - PROGRESS: at 23.52% examples, 217751 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:19,674 : INFO : EPOCH 14 - PROGRESS: at 23.64% examples, 217753 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:20,692 : INFO : EPOCH 14 - PROGRESS: at 23.76% examples, 217735 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:21,716 : INFO : EPOCH 14 - PROGRESS: at 23.86% examples, 217749 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:22,764 : INFO : EPOCH 14 - PROGRESS: at 23.99% examples, 217766 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:23,773 : INFO : EPOCH 14 - PROGRESS: at 24.12% examples, 217761 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:24,786 : INFO : EPOCH 14 - PROGRESS: at 24.23% examples, 217758 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:25,850 : INFO : EPOCH 14 - PROGRESS: at 24.36% examples, 217721 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:26,897 : INFO : EPOCH 14 - PROGRESS: at 24.51% examples, 217741 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:27,930 : INFO : EPOCH 14 - PROGRESS: at 24.63% examples, 217727 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:28,931 : INFO : EPOCH 14 - PROGRESS: at 24.73% examples, 217757 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:29,961 : INFO : EPOCH 14 - PROGRESS: at 24.87% examples, 217769 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:30,976 : INFO : EPOCH 14 - PROGRESS: at 25.00% examples, 217774 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:31,981 : INFO : EPOCH 14 - PROGRESS: at 25.12% examples, 217787 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:32,986 : INFO : EPOCH 14 - PROGRESS: at 25.25% examples, 217768 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:33,994 : INFO : EPOCH 14 - PROGRESS: at 25.37% examples, 217791 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:35,012 : INFO : EPOCH 14 - PROGRESS: at 25.48% examples, 217787 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:36,019 : INFO : EPOCH 14 - PROGRESS: at 25.59% examples, 217792 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:37,037 : INFO : EPOCH 14 - PROGRESS: at 25.71% examples, 217781 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:38,044 : INFO : EPOCH 14 - PROGRESS: at 25.84% examples, 217778 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:39,062 : INFO : EPOCH 14 - PROGRESS: at 25.96% examples, 217790 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:40,101 : INFO : EPOCH 14 - PROGRESS: at 26.08% examples, 217786 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:41,144 : INFO : EPOCH 14 - PROGRESS: at 26.21% examples, 217779 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:42,170 : INFO : EPOCH 14 - PROGRESS: at 26.33% examples, 217781 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:43,188 : INFO : EPOCH 14 - PROGRESS: at 26.45% examples, 217777 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:44,224 : INFO : EPOCH 14 - PROGRESS: at 26.59% examples, 217780 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:45,242 : INFO : EPOCH 14 - PROGRESS: at 26.72% examples, 217796 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:46,282 : INFO : EPOCH 14 - PROGRESS: at 26.82% examples, 217790 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:47,346 : INFO : EPOCH 14 - PROGRESS: at 26.95% examples, 217805 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:48,375 : INFO : EPOCH 14 - PROGRESS: at 27.09% examples, 217817 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:49,437 : INFO : EPOCH 14 - PROGRESS: at 27.22% examples, 217796 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:50,467 : INFO : EPOCH 14 - PROGRESS: at 27.33% examples, 217793 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:51,475 : INFO : EPOCH 14 - PROGRESS: at 27.45% examples, 217828 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:52,476 : INFO : EPOCH 14 - PROGRESS: at 27.57% examples, 217824 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:53,551 : INFO : EPOCH 14 - PROGRESS: at 27.69% examples, 217808 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:54,557 : INFO : EPOCH 14 - PROGRESS: at 27.82% examples, 217863 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:55,568 : INFO : EPOCH 14 - PROGRESS: at 27.92% examples, 217828 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:56,579 : INFO : EPOCH 14 - PROGRESS: at 28.03% examples, 217829 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:57,606 : INFO : EPOCH 14 - PROGRESS: at 28.15% examples, 217824 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:58,608 : INFO : EPOCH 14 - PROGRESS: at 28.27% examples, 217850 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:10:59,655 : INFO : EPOCH 14 - PROGRESS: at 28.40% examples, 217843 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:00,671 : INFO : EPOCH 14 - PROGRESS: at 28.52% examples, 217830 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:01,697 : INFO : EPOCH 14 - PROGRESS: at 28.63% examples, 217833 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:02,710 : INFO : EPOCH 14 - PROGRESS: at 28.75% examples, 217873 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:03,774 : INFO : EPOCH 14 - PROGRESS: at 28.87% examples, 217833 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:04,863 : INFO : EPOCH 14 - PROGRESS: at 28.99% examples, 217824 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:05,916 : INFO : EPOCH 14 - PROGRESS: at 29.10% examples, 217842 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:06,939 : INFO : EPOCH 14 - PROGRESS: at 29.21% examples, 217851 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:07,941 : INFO : EPOCH 14 - PROGRESS: at 29.34% examples, 217883 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:08,950 : INFO : EPOCH 14 - PROGRESS: at 29.44% examples, 217863 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:09,953 : INFO : EPOCH 14 - PROGRESS: at 29.56% examples, 217879 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:10,978 : INFO : EPOCH 14 - PROGRESS: at 29.69% examples, 217859 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:12,010 : INFO : EPOCH 14 - PROGRESS: at 29.81% examples, 217856 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:11:13,061 : INFO : EPOCH 14 - PROGRESS: at 29.92% examples, 217883 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:14,072 : INFO : EPOCH 14 - PROGRESS: at 30.03% examples, 217882 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:15,082 : INFO : EPOCH 14 - PROGRESS: at 30.14% examples, 217875 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:16,101 : INFO : EPOCH 14 - PROGRESS: at 30.25% examples, 217871 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:17,103 : INFO : EPOCH 14 - PROGRESS: at 30.36% examples, 217883 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:18,131 : INFO : EPOCH 14 - PROGRESS: at 30.49% examples, 217878 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:19,131 : INFO : EPOCH 14 - PROGRESS: at 30.61% examples, 217886 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:20,142 : INFO : EPOCH 14 - PROGRESS: at 30.72% examples, 217901 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:21,155 : INFO : EPOCH 14 - PROGRESS: at 30.84% examples, 217888 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:22,158 : INFO : EPOCH 14 - PROGRESS: at 30.97% examples, 217875 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:23,205 : INFO : EPOCH 14 - PROGRESS: at 31.09% examples, 217875 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:24,211 : INFO : EPOCH 14 - PROGRESS: at 31.22% examples, 217902 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:25,257 : INFO : EPOCH 14 - PROGRESS: at 31.36% examples, 217881 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:26,268 : INFO : EPOCH 14 - PROGRESS: at 31.49% examples, 217923 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:27,297 : INFO : EPOCH 14 - PROGRESS: at 31.61% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:28,319 : INFO : EPOCH 14 - PROGRESS: at 31.73% examples, 217898 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:29,385 : INFO : EPOCH 14 - PROGRESS: at 31.85% examples, 217892 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:30,396 : INFO : EPOCH 14 - PROGRESS: at 31.95% examples, 217911 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:31,404 : INFO : EPOCH 14 - PROGRESS: at 32.07% examples, 217938 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:32,424 : INFO : EPOCH 14 - PROGRESS: at 32.19% examples, 217916 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:33,451 : INFO : EPOCH 14 - PROGRESS: at 32.29% examples, 217901 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:34,455 : INFO : EPOCH 14 - PROGRESS: at 32.43% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:35,458 : INFO : EPOCH 14 - PROGRESS: at 32.54% examples, 217936 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:36,507 : INFO : EPOCH 14 - PROGRESS: at 32.65% examples, 217907 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:37,517 : INFO : EPOCH 14 - PROGRESS: at 32.76% examples, 217932 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:38,568 : INFO : EPOCH 14 - PROGRESS: at 32.87% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:39,576 : INFO : EPOCH 14 - PROGRESS: at 32.99% examples, 217928 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:40,603 : INFO : EPOCH 14 - PROGRESS: at 33.10% examples, 217913 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:41,605 : INFO : EPOCH 14 - PROGRESS: at 33.22% examples, 217942 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:42,614 : INFO : EPOCH 14 - PROGRESS: at 33.34% examples, 217912 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:43,619 : INFO : EPOCH 14 - PROGRESS: at 33.46% examples, 217942 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:44,637 : INFO : EPOCH 14 - PROGRESS: at 33.56% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:45,661 : INFO : EPOCH 14 - PROGRESS: at 33.68% examples, 217930 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:46,663 : INFO : EPOCH 14 - PROGRESS: at 33.81% examples, 217952 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:47,666 : INFO : EPOCH 14 - PROGRESS: at 33.94% examples, 217954 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:48,676 : INFO : EPOCH 14 - PROGRESS: at 34.03% examples, 217915 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:49,677 : INFO : EPOCH 14 - PROGRESS: at 34.17% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:50,716 : INFO : EPOCH 14 - PROGRESS: at 34.30% examples, 217930 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:51,740 : INFO : EPOCH 14 - PROGRESS: at 34.43% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:52,743 : INFO : EPOCH 14 - PROGRESS: at 34.54% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:53,745 : INFO : EPOCH 14 - PROGRESS: at 34.65% examples, 217936 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:54,774 : INFO : EPOCH 14 - PROGRESS: at 34.77% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:55,775 : INFO : EPOCH 14 - PROGRESS: at 34.88% examples, 217955 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:56,871 : INFO : EPOCH 14 - PROGRESS: at 35.01% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:57,873 : INFO : EPOCH 14 - PROGRESS: at 35.12% examples, 217952 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:58,878 : INFO : EPOCH 14 - PROGRESS: at 35.25% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:11:59,909 : INFO : EPOCH 14 - PROGRESS: at 35.37% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:00,937 : INFO : EPOCH 14 - PROGRESS: at 35.49% examples, 217955 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:01,951 : INFO : EPOCH 14 - PROGRESS: at 35.60% examples, 217955 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:03,013 : INFO : EPOCH 14 - PROGRESS: at 35.71% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:04,023 : INFO : EPOCH 14 - PROGRESS: at 35.83% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:05,037 : INFO : EPOCH 14 - PROGRESS: at 35.97% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:06,051 : INFO : EPOCH 14 - PROGRESS: at 36.09% examples, 217967 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:07,053 : INFO : EPOCH 14 - PROGRESS: at 36.22% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:08,056 : INFO : EPOCH 14 - PROGRESS: at 36.32% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:09,071 : INFO : EPOCH 14 - PROGRESS: at 36.45% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:10,085 : INFO : EPOCH 14 - PROGRESS: at 36.57% examples, 217980 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:11,098 : INFO : EPOCH 14 - PROGRESS: at 36.70% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:12,115 : INFO : EPOCH 14 - PROGRESS: at 36.84% examples, 217976 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:13,120 : INFO : EPOCH 14 - PROGRESS: at 36.98% examples, 218008 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:14,181 : INFO : EPOCH 14 - PROGRESS: at 37.09% examples, 217956 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:15,230 : INFO : EPOCH 14 - PROGRESS: at 37.22% examples, 217985 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:16,256 : INFO : EPOCH 14 - PROGRESS: at 37.33% examples, 217983 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:17,263 : INFO : EPOCH 14 - PROGRESS: at 37.45% examples, 217968 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:18,274 : INFO : EPOCH 14 - PROGRESS: at 37.57% examples, 217977 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:19,315 : INFO : EPOCH 14 - PROGRESS: at 37.70% examples, 217966 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:20,337 : INFO : EPOCH 14 - PROGRESS: at 37.82% examples, 217971 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:21,356 : INFO : EPOCH 14 - PROGRESS: at 37.94% examples, 217978 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:22,362 : INFO : EPOCH 14 - PROGRESS: at 38.05% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:23,406 : INFO : EPOCH 14 - PROGRESS: at 38.17% examples, 217977 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:24,407 : INFO : EPOCH 14 - PROGRESS: at 38.28% examples, 217991 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:25,444 : INFO : EPOCH 14 - PROGRESS: at 38.41% examples, 217992 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:26,469 : INFO : EPOCH 14 - PROGRESS: at 38.53% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:27,508 : INFO : EPOCH 14 - PROGRESS: at 38.63% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:28,522 : INFO : EPOCH 14 - PROGRESS: at 38.76% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:29,564 : INFO : EPOCH 14 - PROGRESS: at 38.87% examples, 217993 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:30,576 : INFO : EPOCH 14 - PROGRESS: at 38.99% examples, 218014 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:31,598 : INFO : EPOCH 14 - PROGRESS: at 39.11% examples, 217990 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:32,609 : INFO : EPOCH 14 - PROGRESS: at 39.23% examples, 218021 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:33,617 : INFO : EPOCH 14 - PROGRESS: at 39.35% examples, 218026 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:34,661 : INFO : EPOCH 14 - PROGRESS: at 39.47% examples, 218008 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:35,726 : INFO : EPOCH 14 - PROGRESS: at 39.59% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:36,753 : INFO : EPOCH 14 - PROGRESS: at 39.70% examples, 218013 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:37,776 : INFO : EPOCH 14 - PROGRESS: at 39.83% examples, 218015 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:38,859 : INFO : EPOCH 14 - PROGRESS: at 39.95% examples, 218002 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:39,879 : INFO : EPOCH 14 - PROGRESS: at 40.07% examples, 218010 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:40,940 : INFO : EPOCH 14 - PROGRESS: at 40.20% examples, 218018 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:41,955 : INFO : EPOCH 14 - PROGRESS: at 40.31% examples, 218024 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:42,997 : INFO : EPOCH 14 - PROGRESS: at 40.43% examples, 218005 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:44,023 : INFO : EPOCH 14 - PROGRESS: at 40.55% examples, 218020 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:45,060 : INFO : EPOCH 14 - PROGRESS: at 40.68% examples, 218021 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:46,082 : INFO : EPOCH 14 - PROGRESS: at 40.79% examples, 218032 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:47,084 : INFO : EPOCH 14 - PROGRESS: at 40.91% examples, 218037 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:48,115 : INFO : EPOCH 14 - PROGRESS: at 41.03% examples, 218015 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:49,203 : INFO : EPOCH 14 - PROGRESS: at 41.15% examples, 218011 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:50,276 : INFO : EPOCH 14 - PROGRESS: at 41.29% examples, 218006 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:51,280 : INFO : EPOCH 14 - PROGRESS: at 41.40% examples, 218029 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:52,293 : INFO : EPOCH 14 - PROGRESS: at 41.50% examples, 218016 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:53,356 : INFO : EPOCH 14 - PROGRESS: at 41.62% examples, 218004 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:54,372 : INFO : EPOCH 14 - PROGRESS: at 41.76% examples, 218020 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:55,427 : INFO : EPOCH 14 - PROGRESS: at 41.88% examples, 218012 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:56,430 : INFO : EPOCH 14 - PROGRESS: at 42.01% examples, 218048 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:57,458 : INFO : EPOCH 14 - PROGRESS: at 42.13% examples, 218025 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:58,471 : INFO : EPOCH 14 - PROGRESS: at 42.25% examples, 218021 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:12:59,476 : INFO : EPOCH 14 - PROGRESS: at 42.37% examples, 217995 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:00,483 : INFO : EPOCH 14 - PROGRESS: at 42.47% examples, 217991 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:01,555 : INFO : EPOCH 14 - PROGRESS: at 42.60% examples, 217970 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:02,571 : INFO : EPOCH 14 - PROGRESS: at 42.72% examples, 217966 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:03,572 : INFO : EPOCH 14 - PROGRESS: at 42.82% examples, 217845 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:04,601 : INFO : EPOCH 14 - PROGRESS: at 42.91% examples, 217767 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:05,634 : INFO : EPOCH 14 - PROGRESS: at 43.03% examples, 217755 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:06,672 : INFO : EPOCH 14 - PROGRESS: at 43.14% examples, 217773 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:07,696 : INFO : EPOCH 14 - PROGRESS: at 43.25% examples, 217762 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:08,720 : INFO : EPOCH 14 - PROGRESS: at 43.37% examples, 217783 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:09,732 : INFO : EPOCH 14 - PROGRESS: at 43.49% examples, 217774 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:10,741 : INFO : EPOCH 14 - PROGRESS: at 43.62% examples, 217792 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:11,771 : INFO : EPOCH 14 - PROGRESS: at 43.73% examples, 217784 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:12,780 : INFO : EPOCH 14 - PROGRESS: at 43.84% examples, 217785 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:13,791 : INFO : EPOCH 14 - PROGRESS: at 43.96% examples, 217799 words/s, in_qsize 8, out_qsize 0
2020-07-16 22:13:14,829 : INFO : EPOCH 14 - PROGRESS: at 44.06% examples, 217784 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:15,852 : INFO : EPOCH 14 - PROGRESS: at 44.18% examples, 217791 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:16,857 : INFO : EPOCH 14 - PROGRESS: at 44.30% examples, 217786 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:17,921 : INFO : EPOCH 14 - PROGRESS: at 44.41% examples, 217782 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:18,945 : INFO : EPOCH 14 - PROGRESS: at 44.53% examples, 217771 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:19,966 : INFO : EPOCH 14 - PROGRESS: at 44.65% examples, 217800 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:20,970 : INFO : EPOCH 14 - PROGRESS: at 44.77% examples, 217797 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:22,001 : INFO : EPOCH 14 - PROGRESS: at 44.87% examples, 217781 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:23,033 : INFO : EPOCH 14 - PROGRESS: at 45.00% examples, 217792 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:24,041 : INFO : EPOCH 14 - PROGRESS: at 45.12% examples, 217802 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:25,062 : INFO : EPOCH 14 - PROGRESS: at 45.26% examples, 217801 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:26,089 : INFO : EPOCH 14 - PROGRESS: at 45.36% examples, 217791 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:27,156 : INFO : EPOCH 14 - PROGRESS: at 45.47% examples, 217790 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:28,161 : INFO : EPOCH 14 - PROGRESS: at 45.59% examples, 217779 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:29,210 : INFO : EPOCH 14 - PROGRESS: at 45.71% examples, 217792 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:30,300 : INFO : EPOCH 14 - PROGRESS: at 45.84% examples, 217789 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:31,332 : INFO : EPOCH 14 - PROGRESS: at 45.97% examples, 217798 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:32,347 : INFO : EPOCH 14 - PROGRESS: at 46.10% examples, 217810 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:33,371 : INFO : EPOCH 14 - PROGRESS: at 46.23% examples, 217799 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:34,384 : INFO : EPOCH 14 - PROGRESS: at 46.35% examples, 217812 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:35,400 : INFO : EPOCH 14 - PROGRESS: at 46.47% examples, 217812 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:36,436 : INFO : EPOCH 14 - PROGRESS: at 46.59% examples, 217821 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:37,437 : INFO : EPOCH 14 - PROGRESS: at 46.71% examples, 217817 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:38,527 : INFO : EPOCH 14 - PROGRESS: at 46.83% examples, 217807 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:39,548 : INFO : EPOCH 14 - PROGRESS: at 46.95% examples, 217824 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:40,549 : INFO : EPOCH 14 - PROGRESS: at 47.07% examples, 217843 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:41,612 : INFO : EPOCH 14 - PROGRESS: at 47.19% examples, 217808 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:42,635 : INFO : EPOCH 14 - PROGRESS: at 47.32% examples, 217826 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:43,650 : INFO : EPOCH 14 - PROGRESS: at 47.44% examples, 217824 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:44,666 : INFO : EPOCH 14 - PROGRESS: at 47.56% examples, 217833 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:45,706 : INFO : EPOCH 14 - PROGRESS: at 47.70% examples, 217827 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:46,721 : INFO : EPOCH 14 - PROGRESS: at 47.82% examples, 217835 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:47,735 : INFO : EPOCH 14 - PROGRESS: at 47.93% examples, 217837 words/s, in_qsize 8, out_qsize 1
2020-07-16 22:13:48,741 : INFO : EPOCH 14 - PROGRESS: at 48.04% examples, 217842 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:49,750 : INFO : EPOCH 14 - PROGRESS: at 48.17% examples, 217853 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:50,782 : INFO : EPOCH 14 - PROGRESS: at 48.29% examples, 217836 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:51,817 : INFO : EPOCH 14 - PROGRESS: at 48.41% examples, 217849 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:52,826 : INFO : EPOCH 14 - PROGRESS: at 48.52% examples, 217862 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:53,864 : INFO : EPOCH 14 - PROGRESS: at 48.62% examples, 217831 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:54,887 : INFO : EPOCH 14 - PROGRESS: at 48.74% examples, 217849 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:55,931 : INFO : EPOCH 14 - PROGRESS: at 48.85% examples, 217838 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:56,962 : INFO : EPOCH 14 - PROGRESS: at 48.97% examples, 217856 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:57,969 : INFO : EPOCH 14 - PROGRESS: at 49.07% examples, 217856 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:13:58,999 : INFO : EPOCH 14 - PROGRESS: at 49.20% examples, 217862 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:00,007 : INFO : EPOCH 14 - PROGRESS: at 49.31% examples, 217869 words/s, in_qsize 8, out_qsize 0
2020-07-16 22:14:01,023 : INFO : EPOCH 14 - PROGRESS: at 49.43% examples, 217849 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:02,028 : INFO : EPOCH 14 - PROGRESS: at 49.55% examples, 217846 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:03,029 : INFO : EPOCH 14 - PROGRESS: at 49.66% examples, 217849 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:04,051 : INFO : EPOCH 14 - PROGRESS: at 49.80% examples, 217852 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:05,065 : INFO : EPOCH 14 - PROGRESS: at 49.93% examples, 217856 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:06,068 : INFO : EPOCH 14 - PROGRESS: at 50.06% examples, 217879 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:07,091 : INFO : EPOCH 14 - PROGRESS: at 50.19% examples, 217863 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:08,102 : INFO : EPOCH 14 - PROGRESS: at 50.31% examples, 217863 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:09,127 : INFO : EPOCH 14 - PROGRESS: at 50.42% examples, 217864 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:10,140 : INFO : EPOCH 14 - PROGRESS: at 50.54% examples, 217859 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:11,148 : INFO : EPOCH 14 - PROGRESS: at 50.65% examples, 217868 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:12,161 : INFO : EPOCH 14 - PROGRESS: at 50.77% examples, 217883 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:13,162 : INFO : EPOCH 14 - PROGRESS: at 50.87% examples, 217856 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:14,178 : INFO : EPOCH 14 - PROGRESS: at 50.98% examples, 217867 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:15,234 : INFO : EPOCH 14 - PROGRESS: at 51.11% examples, 217861 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:16,235 : INFO : EPOCH 14 - PROGRESS: at 51.22% examples, 217870 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:17,262 : INFO : EPOCH 14 - PROGRESS: at 51.34% examples, 217864 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:18,267 : INFO : EPOCH 14 - PROGRESS: at 51.46% examples, 217878 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:19,284 : INFO : EPOCH 14 - PROGRESS: at 51.57% examples, 217872 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:20,292 : INFO : EPOCH 14 - PROGRESS: at 51.69% examples, 217853 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:21,348 : INFO : EPOCH 14 - PROGRESS: at 51.81% examples, 217860 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:22,355 : INFO : EPOCH 14 - PROGRESS: at 51.93% examples, 217878 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:23,370 : INFO : EPOCH 14 - PROGRESS: at 52.04% examples, 217881 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:24,405 : INFO : EPOCH 14 - PROGRESS: at 52.16% examples, 217876 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:25,419 : INFO : EPOCH 14 - PROGRESS: at 52.29% examples, 217880 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:26,431 : INFO : EPOCH 14 - PROGRESS: at 52.43% examples, 217886 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:27,451 : INFO : EPOCH 14 - PROGRESS: at 52.52% examples, 217879 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:28,551 : INFO : EPOCH 14 - PROGRESS: at 52.64% examples, 217869 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:29,594 : INFO : EPOCH 14 - PROGRESS: at 52.77% examples, 217885 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:30,599 : INFO : EPOCH 14 - PROGRESS: at 52.89% examples, 217877 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:31,632 : INFO : EPOCH 14 - PROGRESS: at 53.01% examples, 217880 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:32,684 : INFO : EPOCH 14 - PROGRESS: at 53.13% examples, 217884 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:33,709 : INFO : EPOCH 14 - PROGRESS: at 53.26% examples, 217895 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:34,745 : INFO : EPOCH 14 - PROGRESS: at 53.40% examples, 217896 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:35,788 : INFO : EPOCH 14 - PROGRESS: at 53.51% examples, 217900 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:36,813 : INFO : EPOCH 14 - PROGRESS: at 53.63% examples, 217897 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:37,832 : INFO : EPOCH 14 - PROGRESS: at 53.74% examples, 217886 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:38,853 : INFO : EPOCH 14 - PROGRESS: at 53.87% examples, 217905 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:39,876 : INFO : EPOCH 14 - PROGRESS: at 53.99% examples, 217900 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:40,976 : INFO : EPOCH 14 - PROGRESS: at 54.09% examples, 217878 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:42,074 : INFO : EPOCH 14 - PROGRESS: at 54.22% examples, 217885 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:43,093 : INFO : EPOCH 14 - PROGRESS: at 54.34% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:44,094 : INFO : EPOCH 14 - PROGRESS: at 54.47% examples, 217906 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:45,102 : INFO : EPOCH 14 - PROGRESS: at 54.58% examples, 217903 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:46,104 : INFO : EPOCH 14 - PROGRESS: at 54.70% examples, 217908 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:47,121 : INFO : EPOCH 14 - PROGRESS: at 54.81% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:48,166 : INFO : EPOCH 14 - PROGRESS: at 54.92% examples, 217891 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:49,184 : INFO : EPOCH 14 - PROGRESS: at 55.05% examples, 217905 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:50,207 : INFO : EPOCH 14 - PROGRESS: at 55.15% examples, 217890 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:51,229 : INFO : EPOCH 14 - PROGRESS: at 55.27% examples, 217896 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:52,247 : INFO : EPOCH 14 - PROGRESS: at 55.40% examples, 217899 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:53,267 : INFO : EPOCH 14 - PROGRESS: at 55.51% examples, 217890 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:54,292 : INFO : EPOCH 14 - PROGRESS: at 55.62% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:55,316 : INFO : EPOCH 14 - PROGRESS: at 55.75% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:56,381 : INFO : EPOCH 14 - PROGRESS: at 55.88% examples, 217902 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:57,393 : INFO : EPOCH 14 - PROGRESS: at 56.00% examples, 217911 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:58,429 : INFO : EPOCH 14 - PROGRESS: at 56.14% examples, 217903 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:14:59,476 : INFO : EPOCH 14 - PROGRESS: at 56.26% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:00,493 : INFO : EPOCH 14 - PROGRESS: at 56.38% examples, 217904 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:01,497 : INFO : EPOCH 14 - PROGRESS: at 56.51% examples, 217922 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:02,508 : INFO : EPOCH 14 - PROGRESS: at 56.62% examples, 217907 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:03,519 : INFO : EPOCH 14 - PROGRESS: at 56.74% examples, 217910 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:04,556 : INFO : EPOCH 14 - PROGRESS: at 56.86% examples, 217912 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:05,600 : INFO : EPOCH 14 - PROGRESS: at 56.96% examples, 217899 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:06,622 : INFO : EPOCH 14 - PROGRESS: at 57.07% examples, 217909 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:07,671 : INFO : EPOCH 14 - PROGRESS: at 57.19% examples, 217899 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:08,676 : INFO : EPOCH 14 - PROGRESS: at 57.32% examples, 217911 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:09,705 : INFO : EPOCH 14 - PROGRESS: at 57.44% examples, 217907 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:10,721 : INFO : EPOCH 14 - PROGRESS: at 57.55% examples, 217921 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:11,724 : INFO : EPOCH 14 - PROGRESS: at 57.68% examples, 217911 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:12,746 : INFO : EPOCH 14 - PROGRESS: at 57.80% examples, 217922 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:13,762 : INFO : EPOCH 14 - PROGRESS: at 57.92% examples, 217921 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:14,838 : INFO : EPOCH 14 - PROGRESS: at 58.04% examples, 217902 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:15,848 : INFO : EPOCH 14 - PROGRESS: at 58.16% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:16,902 : INFO : EPOCH 14 - PROGRESS: at 58.27% examples, 217912 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:17,913 : INFO : EPOCH 14 - PROGRESS: at 58.39% examples, 217919 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:18,940 : INFO : EPOCH 14 - PROGRESS: at 58.51% examples, 217918 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:19,941 : INFO : EPOCH 14 - PROGRESS: at 58.63% examples, 217920 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:20,949 : INFO : EPOCH 14 - PROGRESS: at 58.75% examples, 217919 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:21,954 : INFO : EPOCH 14 - PROGRESS: at 58.88% examples, 217919 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:22,971 : INFO : EPOCH 14 - PROGRESS: at 59.00% examples, 217924 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:23,978 : INFO : EPOCH 14 - PROGRESS: at 59.12% examples, 217925 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:24,979 : INFO : EPOCH 14 - PROGRESS: at 59.24% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:25,982 : INFO : EPOCH 14 - PROGRESS: at 59.36% examples, 217919 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:27,000 : INFO : EPOCH 14 - PROGRESS: at 59.47% examples, 217931 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:28,028 : INFO : EPOCH 14 - PROGRESS: at 59.60% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:29,040 : INFO : EPOCH 14 - PROGRESS: at 59.73% examples, 217938 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:30,064 : INFO : EPOCH 14 - PROGRESS: at 59.86% examples, 217938 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:31,132 : INFO : EPOCH 14 - PROGRESS: at 59.98% examples, 217926 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:32,141 : INFO : EPOCH 14 - PROGRESS: at 60.10% examples, 217946 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:33,162 : INFO : EPOCH 14 - PROGRESS: at 60.19% examples, 217942 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:34,170 : INFO : EPOCH 14 - PROGRESS: at 60.31% examples, 217939 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:15:35,189 : INFO : EPOCH 14 - PROGRESS: at 60.42% examples, 217934 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:36,205 : INFO : EPOCH 14 - PROGRESS: at 60.56% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:37,262 : INFO : EPOCH 14 - PROGRESS: at 60.67% examples, 217935 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:38,273 : INFO : EPOCH 14 - PROGRESS: at 60.79% examples, 217935 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:39,278 : INFO : EPOCH 14 - PROGRESS: at 60.92% examples, 217946 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:40,284 : INFO : EPOCH 14 - PROGRESS: at 61.04% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:41,305 : INFO : EPOCH 14 - PROGRESS: at 61.15% examples, 217941 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:42,334 : INFO : EPOCH 14 - PROGRESS: at 61.28% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:43,376 : INFO : EPOCH 14 - PROGRESS: at 61.41% examples, 217952 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:44,405 : INFO : EPOCH 14 - PROGRESS: at 61.52% examples, 217947 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:45,424 : INFO : EPOCH 14 - PROGRESS: at 61.64% examples, 217957 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:46,437 : INFO : EPOCH 14 - PROGRESS: at 61.75% examples, 217957 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:47,449 : INFO : EPOCH 14 - PROGRESS: at 61.85% examples, 217954 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:48,461 : INFO : EPOCH 14 - PROGRESS: at 61.96% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:49,515 : INFO : EPOCH 14 - PROGRESS: at 62.08% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:50,524 : INFO : EPOCH 14 - PROGRESS: at 62.22% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:51,527 : INFO : EPOCH 14 - PROGRESS: at 62.34% examples, 217960 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:52,547 : INFO : EPOCH 14 - PROGRESS: at 62.45% examples, 217950 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:53,589 : INFO : EPOCH 14 - PROGRESS: at 62.58% examples, 217957 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:54,601 : INFO : EPOCH 14 - PROGRESS: at 62.67% examples, 217956 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:55,604 : INFO : EPOCH 14 - PROGRESS: at 62.79% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:56,681 : INFO : EPOCH 14 - PROGRESS: at 62.91% examples, 217941 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:57,696 : INFO : EPOCH 14 - PROGRESS: at 63.05% examples, 217953 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:58,705 : INFO : EPOCH 14 - PROGRESS: at 63.15% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:15:59,730 : INFO : EPOCH 14 - PROGRESS: at 63.27% examples, 217945 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:00,757 : INFO : EPOCH 14 - PROGRESS: at 63.40% examples, 217951 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:01,770 : INFO : EPOCH 14 - PROGRESS: at 63.52% examples, 217960 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:02,834 : INFO : EPOCH 14 - PROGRESS: at 63.63% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:03,841 : INFO : EPOCH 14 - PROGRESS: at 63.76% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:04,858 : INFO : EPOCH 14 - PROGRESS: at 63.89% examples, 217956 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:05,933 : INFO : EPOCH 14 - PROGRESS: at 64.03% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:06,934 : INFO : EPOCH 14 - PROGRESS: at 64.14% examples, 217956 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:07,935 : INFO : EPOCH 14 - PROGRESS: at 64.26% examples, 217956 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:08,962 : INFO : EPOCH 14 - PROGRESS: at 64.39% examples, 217957 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:09,966 : INFO : EPOCH 14 - PROGRESS: at 64.51% examples, 217963 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:10,970 : INFO : EPOCH 14 - PROGRESS: at 64.63% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:11,988 : INFO : EPOCH 14 - PROGRESS: at 64.75% examples, 217962 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:13,007 : INFO : EPOCH 14 - PROGRESS: at 64.88% examples, 217959 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:14,012 : INFO : EPOCH 14 - PROGRESS: at 65.01% examples, 217967 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:15,066 : INFO : EPOCH 14 - PROGRESS: at 65.13% examples, 217958 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:16,115 : INFO : EPOCH 14 - PROGRESS: at 65.27% examples, 217954 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:17,136 : INFO : EPOCH 14 - PROGRESS: at 65.38% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:18,148 : INFO : EPOCH 14 - PROGRESS: at 65.48% examples, 217963 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:19,184 : INFO : EPOCH 14 - PROGRESS: at 65.61% examples, 217975 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:20,186 : INFO : EPOCH 14 - PROGRESS: at 65.71% examples, 217966 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:21,218 : INFO : EPOCH 14 - PROGRESS: at 65.83% examples, 217968 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:22,270 : INFO : EPOCH 14 - PROGRESS: at 65.95% examples, 217966 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:23,292 : INFO : EPOCH 14 - PROGRESS: at 66.07% examples, 217975 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:24,352 : INFO : EPOCH 14 - PROGRESS: at 66.19% examples, 217969 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:25,379 : INFO : EPOCH 14 - PROGRESS: at 66.32% examples, 217976 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:26,388 : INFO : EPOCH 14 - PROGRESS: at 66.42% examples, 217980 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:27,419 : INFO : EPOCH 14 - PROGRESS: at 66.55% examples, 217978 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:28,440 : INFO : EPOCH 14 - PROGRESS: at 66.68% examples, 217980 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:29,461 : INFO : EPOCH 14 - PROGRESS: at 66.79% examples, 217970 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:30,462 : INFO : EPOCH 14 - PROGRESS: at 66.90% examples, 217978 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:31,474 : INFO : EPOCH 14 - PROGRESS: at 67.03% examples, 217976 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:32,474 : INFO : EPOCH 14 - PROGRESS: at 67.15% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:33,507 : INFO : EPOCH 14 - PROGRESS: at 67.26% examples, 217985 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:34,541 : INFO : EPOCH 14 - PROGRESS: at 67.36% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:35,571 : INFO : EPOCH 14 - PROGRESS: at 67.48% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:36,577 : INFO : EPOCH 14 - PROGRESS: at 67.61% examples, 217993 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:37,603 : INFO : EPOCH 14 - PROGRESS: at 67.72% examples, 217978 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:38,605 : INFO : EPOCH 14 - PROGRESS: at 67.84% examples, 217992 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:39,648 : INFO : EPOCH 14 - PROGRESS: at 67.97% examples, 217984 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:40,658 : INFO : EPOCH 14 - PROGRESS: at 68.09% examples, 217992 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:41,761 : INFO : EPOCH 14 - PROGRESS: at 68.22% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:42,780 : INFO : EPOCH 14 - PROGRESS: at 68.34% examples, 217980 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:43,796 : INFO : EPOCH 14 - PROGRESS: at 68.48% examples, 217994 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:44,799 : INFO : EPOCH 14 - PROGRESS: at 68.59% examples, 217986 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:45,857 : INFO : EPOCH 14 - PROGRESS: at 68.73% examples, 217984 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:46,872 : INFO : EPOCH 14 - PROGRESS: at 68.85% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:47,884 : INFO : EPOCH 14 - PROGRESS: at 68.97% examples, 217995 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:48,884 : INFO : EPOCH 14 - PROGRESS: at 69.08% examples, 217994 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:49,891 : INFO : EPOCH 14 - PROGRESS: at 69.17% examples, 217986 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:50,915 : INFO : EPOCH 14 - PROGRESS: at 69.28% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:51,924 : INFO : EPOCH 14 - PROGRESS: at 69.40% examples, 217990 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:52,956 : INFO : EPOCH 14 - PROGRESS: at 69.50% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:53,963 : INFO : EPOCH 14 - PROGRESS: at 69.62% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:54,978 : INFO : EPOCH 14 - PROGRESS: at 69.74% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:55,986 : INFO : EPOCH 14 - PROGRESS: at 69.84% examples, 217983 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:57,045 : INFO : EPOCH 14 - PROGRESS: at 69.97% examples, 217976 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:58,098 : INFO : EPOCH 14 - PROGRESS: at 70.10% examples, 217975 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:16:59,127 : INFO : EPOCH 14 - PROGRESS: at 70.23% examples, 217986 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:00,144 : INFO : EPOCH 14 - PROGRESS: at 70.35% examples, 217985 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:01,176 : INFO : EPOCH 14 - PROGRESS: at 70.46% examples, 217984 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:02,192 : INFO : EPOCH 14 - PROGRESS: at 70.60% examples, 217993 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:03,193 : INFO : EPOCH 14 - PROGRESS: at 70.71% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:04,235 : INFO : EPOCH 14 - PROGRESS: at 70.84% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:05,252 : INFO : EPOCH 14 - PROGRESS: at 70.96% examples, 217990 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:06,309 : INFO : EPOCH 14 - PROGRESS: at 71.08% examples, 217981 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:07,341 : INFO : EPOCH 14 - PROGRESS: at 71.22% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:08,361 : INFO : EPOCH 14 - PROGRESS: at 71.32% examples, 217982 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:09,366 : INFO : EPOCH 14 - PROGRESS: at 71.43% examples, 217985 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:10,385 : INFO : EPOCH 14 - PROGRESS: at 71.56% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:11,404 : INFO : EPOCH 14 - PROGRESS: at 71.69% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:12,410 : INFO : EPOCH 14 - PROGRESS: at 71.83% examples, 218006 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:13,438 : INFO : EPOCH 14 - PROGRESS: at 71.94% examples, 217980 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:14,491 : INFO : EPOCH 14 - PROGRESS: at 72.07% examples, 217982 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:15,493 : INFO : EPOCH 14 - PROGRESS: at 72.17% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:16,498 : INFO : EPOCH 14 - PROGRESS: at 72.30% examples, 217986 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:17,515 : INFO : EPOCH 14 - PROGRESS: at 72.41% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:18,526 : INFO : EPOCH 14 - PROGRESS: at 72.53% examples, 217990 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:19,632 : INFO : EPOCH 14 - PROGRESS: at 72.65% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:20,658 : INFO : EPOCH 14 - PROGRESS: at 72.75% examples, 217993 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:21,667 : INFO : EPOCH 14 - PROGRESS: at 72.86% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:22,678 : INFO : EPOCH 14 - PROGRESS: at 72.98% examples, 217996 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:23,684 : INFO : EPOCH 14 - PROGRESS: at 73.10% examples, 217993 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:24,702 : INFO : EPOCH 14 - PROGRESS: at 73.22% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:25,801 : INFO : EPOCH 14 - PROGRESS: at 73.35% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:26,843 : INFO : EPOCH 14 - PROGRESS: at 73.45% examples, 217985 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:27,860 : INFO : EPOCH 14 - PROGRESS: at 73.57% examples, 217995 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:28,871 : INFO : EPOCH 14 - PROGRESS: at 73.69% examples, 217979 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:17:29,874 : INFO : EPOCH 14 - PROGRESS: at 73.81% examples, 217981 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:30,938 : INFO : EPOCH 14 - PROGRESS: at 73.93% examples, 217966 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:31,979 : INFO : EPOCH 14 - PROGRESS: at 74.05% examples, 217962 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:32,985 : INFO : EPOCH 14 - PROGRESS: at 74.18% examples, 217950 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:34,055 : INFO : EPOCH 14 - PROGRESS: at 74.28% examples, 217875 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:35,063 : INFO : EPOCH 14 - PROGRESS: at 74.38% examples, 217841 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:36,078 : INFO : EPOCH 14 - PROGRESS: at 74.51% examples, 217850 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:37,109 : INFO : EPOCH 14 - PROGRESS: at 74.62% examples, 217848 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:38,146 : INFO : EPOCH 14 - PROGRESS: at 74.73% examples, 217848 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:39,157 : INFO : EPOCH 14 - PROGRESS: at 74.85% examples, 217851 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:40,196 : INFO : EPOCH 14 - PROGRESS: at 74.97% examples, 217844 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:41,221 : INFO : EPOCH 14 - PROGRESS: at 75.10% examples, 217840 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:42,248 : INFO : EPOCH 14 - PROGRESS: at 75.24% examples, 217845 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:43,269 : INFO : EPOCH 14 - PROGRESS: at 75.34% examples, 217846 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:44,334 : INFO : EPOCH 14 - PROGRESS: at 75.48% examples, 217837 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:45,363 : INFO : EPOCH 14 - PROGRESS: at 75.60% examples, 217850 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:46,374 : INFO : EPOCH 14 - PROGRESS: at 75.74% examples, 217855 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:47,383 : INFO : EPOCH 14 - PROGRESS: at 75.85% examples, 217851 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:48,408 : INFO : EPOCH 14 - PROGRESS: at 75.98% examples, 217852 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:49,420 : INFO : EPOCH 14 - PROGRESS: at 76.10% examples, 217858 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:50,430 : INFO : EPOCH 14 - PROGRESS: at 76.21% examples, 217849 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:51,455 : INFO : EPOCH 14 - PROGRESS: at 76.33% examples, 217855 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:52,490 : INFO : EPOCH 14 - PROGRESS: at 76.44% examples, 217855 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:53,503 : INFO : EPOCH 14 - PROGRESS: at 76.55% examples, 217865 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:54,542 : INFO : EPOCH 14 - PROGRESS: at 76.67% examples, 217858 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:55,562 : INFO : EPOCH 14 - PROGRESS: at 76.81% examples, 217864 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:56,568 : INFO : EPOCH 14 - PROGRESS: at 76.91% examples, 217873 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:57,588 : INFO : EPOCH 14 - PROGRESS: at 77.03% examples, 217863 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:58,604 : INFO : EPOCH 14 - PROGRESS: at 77.14% examples, 217873 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:17:59,605 : INFO : EPOCH 14 - PROGRESS: at 77.26% examples, 217861 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:00,612 : INFO : EPOCH 14 - PROGRESS: at 77.39% examples, 217864 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:01,653 : INFO : EPOCH 14 - PROGRESS: at 77.51% examples, 217871 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:02,687 : INFO : EPOCH 14 - PROGRESS: at 77.61% examples, 217870 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:03,718 : INFO : EPOCH 14 - PROGRESS: at 77.73% examples, 217866 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:04,756 : INFO : EPOCH 14 - PROGRESS: at 77.85% examples, 217866 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:05,781 : INFO : EPOCH 14 - PROGRESS: at 77.98% examples, 217867 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:06,822 : INFO : EPOCH 14 - PROGRESS: at 78.10% examples, 217870 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:07,871 : INFO : EPOCH 14 - PROGRESS: at 78.22% examples, 217868 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:08,927 : INFO : EPOCH 14 - PROGRESS: at 78.34% examples, 217872 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:09,933 : INFO : EPOCH 14 - PROGRESS: at 78.46% examples, 217883 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:10,945 : INFO : EPOCH 14 - PROGRESS: at 78.55% examples, 217869 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:11,957 : INFO : EPOCH 14 - PROGRESS: at 78.68% examples, 217872 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:12,958 : INFO : EPOCH 14 - PROGRESS: at 78.80% examples, 217880 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:14,037 : INFO : EPOCH 14 - PROGRESS: at 78.91% examples, 217868 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:15,042 : INFO : EPOCH 14 - PROGRESS: at 79.01% examples, 217873 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:16,047 : INFO : EPOCH 14 - PROGRESS: at 79.14% examples, 217883 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:17,055 : INFO : EPOCH 14 - PROGRESS: at 79.26% examples, 217887 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:18,069 : INFO : EPOCH 14 - PROGRESS: at 79.38% examples, 217888 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:19,087 : INFO : EPOCH 14 - PROGRESS: at 79.51% examples, 217880 words/s, in_qsize 8, out_qsize 1
2020-07-16 22:18:20,151 : INFO : EPOCH 14 - PROGRESS: at 79.62% examples, 217878 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:21,181 : INFO : EPOCH 14 - PROGRESS: at 79.74% examples, 217874 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:22,220 : INFO : EPOCH 14 - PROGRESS: at 79.87% examples, 217882 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:23,228 : INFO : EPOCH 14 - PROGRESS: at 79.99% examples, 217881 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:24,271 : INFO : EPOCH 14 - PROGRESS: at 80.11% examples, 217881 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:25,304 : INFO : EPOCH 14 - PROGRESS: at 80.24% examples, 217884 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:26,317 : INFO : EPOCH 14 - PROGRESS: at 80.36% examples, 217886 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:27,319 : INFO : EPOCH 14 - PROGRESS: at 80.47% examples, 217884 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:28,332 : INFO : EPOCH 14 - PROGRESS: at 80.58% examples, 217890 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:29,342 : INFO : EPOCH 14 - PROGRESS: at 80.70% examples, 217888 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:30,387 : INFO : EPOCH 14 - PROGRESS: at 80.83% examples, 217884 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:31,439 : INFO : EPOCH 14 - PROGRESS: at 80.96% examples, 217883 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:32,443 : INFO : EPOCH 14 - PROGRESS: at 81.10% examples, 217898 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:33,495 : INFO : EPOCH 14 - PROGRESS: at 81.22% examples, 217886 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:34,526 : INFO : EPOCH 14 - PROGRESS: at 81.34% examples, 217883 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:35,531 : INFO : EPOCH 14 - PROGRESS: at 81.45% examples, 217895 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:36,554 : INFO : EPOCH 14 - PROGRESS: at 81.56% examples, 217884 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:37,572 : INFO : EPOCH 14 - PROGRESS: at 81.69% examples, 217890 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:38,635 : INFO : EPOCH 14 - PROGRESS: at 81.80% examples, 217886 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:39,659 : INFO : EPOCH 14 - PROGRESS: at 81.93% examples, 217882 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:18:40,689 : INFO : EPOCH 14 - PROGRESS: at 82.05% examples, 217886 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:41,697 : INFO : EPOCH 14 - PROGRESS: at 82.14% examples, 217881 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:42,741 : INFO : EPOCH 14 - PROGRESS: at 82.26% examples, 217888 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:43,781 : INFO : EPOCH 14 - PROGRESS: at 82.39% examples, 217891 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:44,797 : INFO : EPOCH 14 - PROGRESS: at 82.52% examples, 217882 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:45,806 : INFO : EPOCH 14 - PROGRESS: at 82.64% examples, 217896 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:46,824 : INFO : EPOCH 14 - PROGRESS: at 82.76% examples, 217889 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:47,833 : INFO : EPOCH 14 - PROGRESS: at 82.87% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:48,857 : INFO : EPOCH 14 - PROGRESS: at 83.00% examples, 217896 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:49,871 : INFO : EPOCH 14 - PROGRESS: at 83.12% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:50,874 : INFO : EPOCH 14 - PROGRESS: at 83.24% examples, 217908 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:51,934 : INFO : EPOCH 14 - PROGRESS: at 83.36% examples, 217890 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:52,989 : INFO : EPOCH 14 - PROGRESS: at 83.47% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:53,990 : INFO : EPOCH 14 - PROGRESS: at 83.58% examples, 217898 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:55,009 : INFO : EPOCH 14 - PROGRESS: at 83.70% examples, 217901 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:56,055 : INFO : EPOCH 14 - PROGRESS: at 83.83% examples, 217891 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:57,057 : INFO : EPOCH 14 - PROGRESS: at 83.95% examples, 217903 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:58,082 : INFO : EPOCH 14 - PROGRESS: at 84.07% examples, 217903 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:18:59,148 : INFO : EPOCH 14 - PROGRESS: at 84.19% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:00,173 : INFO : EPOCH 14 - PROGRESS: at 84.32% examples, 217904 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:01,256 : INFO : EPOCH 14 - PROGRESS: at 84.44% examples, 217897 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:02,286 : INFO : EPOCH 14 - PROGRESS: at 84.54% examples, 217902 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:03,286 : INFO : EPOCH 14 - PROGRESS: at 84.67% examples, 217907 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:04,312 : INFO : EPOCH 14 - PROGRESS: at 84.80% examples, 217903 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:05,317 : INFO : EPOCH 14 - PROGRESS: at 84.91% examples, 217911 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:06,331 : INFO : EPOCH 14 - PROGRESS: at 85.04% examples, 217913 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:07,337 : INFO : EPOCH 14 - PROGRESS: at 85.14% examples, 217905 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:08,343 : INFO : EPOCH 14 - PROGRESS: at 85.25% examples, 217908 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:09,375 : INFO : EPOCH 14 - PROGRESS: at 85.37% examples, 217904 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:10,378 : INFO : EPOCH 14 - PROGRESS: at 85.48% examples, 217898 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:11,380 : INFO : EPOCH 14 - PROGRESS: at 85.61% examples, 217900 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:12,412 : INFO : EPOCH 14 - PROGRESS: at 85.74% examples, 217910 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:13,456 : INFO : EPOCH 14 - PROGRESS: at 85.86% examples, 217897 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:14,480 : INFO : EPOCH 14 - PROGRESS: at 85.98% examples, 217901 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:15,492 : INFO : EPOCH 14 - PROGRESS: at 86.11% examples, 217915 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:16,511 : INFO : EPOCH 14 - PROGRESS: at 86.21% examples, 217906 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:17,531 : INFO : EPOCH 14 - PROGRESS: at 86.35% examples, 217912 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:18,547 : INFO : EPOCH 14 - PROGRESS: at 86.46% examples, 217909 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:19,575 : INFO : EPOCH 14 - PROGRESS: at 86.58% examples, 217907 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:20,617 : INFO : EPOCH 14 - PROGRESS: at 86.68% examples, 217900 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:21,669 : INFO : EPOCH 14 - PROGRESS: at 86.81% examples, 217902 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:22,726 : INFO : EPOCH 14 - PROGRESS: at 86.94% examples, 217900 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:23,735 : INFO : EPOCH 14 - PROGRESS: at 87.06% examples, 217910 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:24,777 : INFO : EPOCH 14 - PROGRESS: at 87.18% examples, 217915 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:25,793 : INFO : EPOCH 14 - PROGRESS: at 87.30% examples, 217911 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:26,800 : INFO : EPOCH 14 - PROGRESS: at 87.43% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:27,873 : INFO : EPOCH 14 - PROGRESS: at 87.55% examples, 217908 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:28,925 : INFO : EPOCH 14 - PROGRESS: at 87.67% examples, 217905 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:29,976 : INFO : EPOCH 14 - PROGRESS: at 87.81% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:30,984 : INFO : EPOCH 14 - PROGRESS: at 87.93% examples, 217909 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:32,032 : INFO : EPOCH 14 - PROGRESS: at 88.06% examples, 217909 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:33,040 : INFO : EPOCH 14 - PROGRESS: at 88.18% examples, 217921 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:34,107 : INFO : EPOCH 14 - PROGRESS: at 88.28% examples, 217906 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:35,177 : INFO : EPOCH 14 - PROGRESS: at 88.42% examples, 217901 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:36,193 : INFO : EPOCH 14 - PROGRESS: at 88.55% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:37,220 : INFO : EPOCH 14 - PROGRESS: at 88.67% examples, 217911 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:38,228 : INFO : EPOCH 14 - PROGRESS: at 88.79% examples, 217919 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:39,246 : INFO : EPOCH 14 - PROGRESS: at 88.92% examples, 217917 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:40,268 : INFO : EPOCH 14 - PROGRESS: at 89.03% examples, 217920 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:41,311 : INFO : EPOCH 14 - PROGRESS: at 89.14% examples, 217908 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:42,317 : INFO : EPOCH 14 - PROGRESS: at 89.25% examples, 217918 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:43,321 : INFO : EPOCH 14 - PROGRESS: at 89.35% examples, 217917 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:44,384 : INFO : EPOCH 14 - PROGRESS: at 89.49% examples, 217912 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:45,394 : INFO : EPOCH 14 - PROGRESS: at 89.60% examples, 217912 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:46,407 : INFO : EPOCH 14 - PROGRESS: at 89.73% examples, 217922 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:47,426 : INFO : EPOCH 14 - PROGRESS: at 89.85% examples, 217921 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:48,439 : INFO : EPOCH 14 - PROGRESS: at 89.98% examples, 217922 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:49,485 : INFO : EPOCH 14 - PROGRESS: at 90.10% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:50,537 : INFO : EPOCH 14 - PROGRESS: at 90.22% examples, 217911 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:51,580 : INFO : EPOCH 14 - PROGRESS: at 90.33% examples, 217916 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:52,596 : INFO : EPOCH 14 - PROGRESS: at 90.44% examples, 217918 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:53,600 : INFO : EPOCH 14 - PROGRESS: at 90.55% examples, 217925 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:54,634 : INFO : EPOCH 14 - PROGRESS: at 90.67% examples, 217921 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:55,639 : INFO : EPOCH 14 - PROGRESS: at 90.80% examples, 217928 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:56,658 : INFO : EPOCH 14 - PROGRESS: at 90.91% examples, 217925 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:57,659 : INFO : EPOCH 14 - PROGRESS: at 91.02% examples, 217925 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:58,669 : INFO : EPOCH 14 - PROGRESS: at 91.14% examples, 217922 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:19:59,723 : INFO : EPOCH 14 - PROGRESS: at 91.26% examples, 217916 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:00,725 : INFO : EPOCH 14 - PROGRESS: at 91.39% examples, 217935 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:01,746 : INFO : EPOCH 14 - PROGRESS: at 91.50% examples, 217925 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:02,782 : INFO : EPOCH 14 - PROGRESS: at 91.61% examples, 217925 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:03,790 : INFO : EPOCH 14 - PROGRESS: at 91.73% examples, 217924 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:04,835 : INFO : EPOCH 14 - PROGRESS: at 91.83% examples, 217923 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:05,853 : INFO : EPOCH 14 - PROGRESS: at 91.96% examples, 217929 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:06,915 : INFO : EPOCH 14 - PROGRESS: at 92.07% examples, 217922 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:07,942 : INFO : EPOCH 14 - PROGRESS: at 92.19% examples, 217924 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:08,983 : INFO : EPOCH 14 - PROGRESS: at 92.33% examples, 217924 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:09,987 : INFO : EPOCH 14 - PROGRESS: at 92.45% examples, 217930 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:10,996 : INFO : EPOCH 14 - PROGRESS: at 92.56% examples, 217924 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:12,029 : INFO : EPOCH 14 - PROGRESS: at 92.68% examples, 217932 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:13,056 : INFO : EPOCH 14 - PROGRESS: at 92.79% examples, 217925 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:14,080 : INFO : EPOCH 14 - PROGRESS: at 92.90% examples, 217934 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:15,118 : INFO : EPOCH 14 - PROGRESS: at 93.00% examples, 217931 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:16,162 : INFO : EPOCH 14 - PROGRESS: at 93.10% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:17,175 : INFO : EPOCH 14 - PROGRESS: at 93.21% examples, 217934 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:18,190 : INFO : EPOCH 14 - PROGRESS: at 93.33% examples, 217936 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:19,200 : INFO : EPOCH 14 - PROGRESS: at 93.46% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:20,232 : INFO : EPOCH 14 - PROGRESS: at 93.56% examples, 217932 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:21,251 : INFO : EPOCH 14 - PROGRESS: at 93.68% examples, 217929 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:22,315 : INFO : EPOCH 14 - PROGRESS: at 93.82% examples, 217929 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:23,329 : INFO : EPOCH 14 - PROGRESS: at 93.92% examples, 217930 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:24,347 : INFO : EPOCH 14 - PROGRESS: at 94.04% examples, 217929 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:25,355 : INFO : EPOCH 14 - PROGRESS: at 94.16% examples, 217928 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:26,399 : INFO : EPOCH 14 - PROGRESS: at 94.28% examples, 217923 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:27,405 : INFO : EPOCH 14 - PROGRESS: at 94.40% examples, 217930 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:28,437 : INFO : EPOCH 14 - PROGRESS: at 94.51% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:29,440 : INFO : EPOCH 14 - PROGRESS: at 94.65% examples, 217932 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:30,477 : INFO : EPOCH 14 - PROGRESS: at 94.76% examples, 217933 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:31,527 : INFO : EPOCH 14 - PROGRESS: at 94.89% examples, 217930 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:32,541 : INFO : EPOCH 14 - PROGRESS: at 95.01% examples, 217936 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:33,594 : INFO : EPOCH 14 - PROGRESS: at 95.11% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:34,614 : INFO : EPOCH 14 - PROGRESS: at 95.24% examples, 217933 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:35,615 : INFO : EPOCH 14 - PROGRESS: at 95.33% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:36,620 : INFO : EPOCH 14 - PROGRESS: at 95.45% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:37,647 : INFO : EPOCH 14 - PROGRESS: at 95.56% examples, 217936 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:38,654 : INFO : EPOCH 14 - PROGRESS: at 95.69% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:39,661 : INFO : EPOCH 14 - PROGRESS: at 95.79% examples, 217932 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:40,680 : INFO : EPOCH 14 - PROGRESS: at 95.91% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:41,685 : INFO : EPOCH 14 - PROGRESS: at 96.02% examples, 217937 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:42,689 : INFO : EPOCH 14 - PROGRESS: at 96.16% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:43,693 : INFO : EPOCH 14 - PROGRESS: at 96.26% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:44,713 : INFO : EPOCH 14 - PROGRESS: at 96.38% examples, 217941 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:45,771 : INFO : EPOCH 14 - PROGRESS: at 96.50% examples, 217938 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:46,864 : INFO : EPOCH 14 - PROGRESS: at 96.61% examples, 217926 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:47,872 : INFO : EPOCH 14 - PROGRESS: at 96.73% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:48,910 : INFO : EPOCH 14 - PROGRESS: at 96.85% examples, 217941 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:49,948 : INFO : EPOCH 14 - PROGRESS: at 96.96% examples, 217936 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:50,959 : INFO : EPOCH 14 - PROGRESS: at 97.08% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:51,964 : INFO : EPOCH 14 - PROGRESS: at 97.19% examples, 217939 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:52,972 : INFO : EPOCH 14 - PROGRESS: at 97.31% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:54,005 : INFO : EPOCH 14 - PROGRESS: at 97.44% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:55,062 : INFO : EPOCH 14 - PROGRESS: at 97.56% examples, 217935 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:56,139 : INFO : EPOCH 14 - PROGRESS: at 97.72% examples, 217937 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:57,203 : INFO : EPOCH 14 - PROGRESS: at 97.85% examples, 217938 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:58,221 : INFO : EPOCH 14 - PROGRESS: at 97.98% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:20:59,259 : INFO : EPOCH 14 - PROGRESS: at 98.11% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:00,298 : INFO : EPOCH 14 - PROGRESS: at 98.23% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:01,339 : INFO : EPOCH 14 - PROGRESS: at 98.34% examples, 217945 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:02,346 : INFO : EPOCH 14 - PROGRESS: at 98.45% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:03,353 : INFO : EPOCH 14 - PROGRESS: at 98.58% examples, 217950 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:04,391 : INFO : EPOCH 14 - PROGRESS: at 98.69% examples, 217946 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:05,433 : INFO : EPOCH 14 - PROGRESS: at 98.81% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:06,449 : INFO : EPOCH 14 - PROGRESS: at 98.92% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:07,457 : INFO : EPOCH 14 - PROGRESS: at 99.05% examples, 217939 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:08,474 : INFO : EPOCH 14 - PROGRESS: at 99.17% examples, 217947 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:09,502 : INFO : EPOCH 14 - PROGRESS: at 99.28% examples, 217941 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:10,512 : INFO : EPOCH 14 - PROGRESS: at 99.41% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:11,545 : INFO : EPOCH 14 - PROGRESS: at 99.52% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:12,569 : INFO : EPOCH 14 - PROGRESS: at 99.63% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:13,577 : INFO : EPOCH 14 - PROGRESS: at 99.76% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:14,583 : INFO : EPOCH 14 - PROGRESS: at 99.86% examples, 217950 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:15,642 : INFO : EPOCH 14 - PROGRESS: at 99.97% examples, 217941 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:15,819 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 22:21:15,867 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 22:21:15,885 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 22:21:15,922 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 22:21:15,923 : INFO : EPOCH - 14 : training on 247361374 raw words (187351495 effective words) took 859.6s, 217948 effective words/s
2020-07-16 22:21:16,991 : INFO : EPOCH 15 - PROGRESS: at 0.12% examples, 200449 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:17,996 : INFO : EPOCH 15 - PROGRESS: at 0.23% examples, 211902 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:19,009 : INFO : EPOCH 15 - PROGRESS: at 0.35% examples, 214683 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:20,031 : INFO : EPOCH 15 - PROGRESS: at 0.47% examples, 213536 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:21,032 : INFO : EPOCH 15 - PROGRESS: at 0.60% examples, 214757 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:22,045 : INFO : EPOCH 15 - PROGRESS: at 0.74% examples, 216872 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:23,109 : INFO : EPOCH 15 - PROGRESS: at 0.87% examples, 215859 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:24,179 : INFO : EPOCH 15 - PROGRESS: at 0.99% examples, 215509 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:25,207 : INFO : EPOCH 15 - PROGRESS: at 1.10% examples, 216614 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:26,225 : INFO : EPOCH 15 - PROGRESS: at 1.21% examples, 217051 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:27,272 : INFO : EPOCH 15 - PROGRESS: at 1.34% examples, 216775 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:28,320 : INFO : EPOCH 15 - PROGRESS: at 1.47% examples, 216881 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:29,322 : INFO : EPOCH 15 - PROGRESS: at 1.58% examples, 217003 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:30,352 : INFO : EPOCH 15 - PROGRESS: at 1.69% examples, 217371 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:31,367 : INFO : EPOCH 15 - PROGRESS: at 1.81% examples, 217632 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:32,431 : INFO : EPOCH 15 - PROGRESS: at 1.94% examples, 217297 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:33,436 : INFO : EPOCH 15 - PROGRESS: at 2.07% examples, 217708 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:34,439 : INFO : EPOCH 15 - PROGRESS: at 2.18% examples, 217653 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:35,468 : INFO : EPOCH 15 - PROGRESS: at 2.32% examples, 217861 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:36,486 : INFO : EPOCH 15 - PROGRESS: at 2.42% examples, 217800 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:37,514 : INFO : EPOCH 15 - PROGRESS: at 2.55% examples, 217508 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:38,592 : INFO : EPOCH 15 - PROGRESS: at 2.65% examples, 217395 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:39,613 : INFO : EPOCH 15 - PROGRESS: at 2.76% examples, 217537 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:40,638 : INFO : EPOCH 15 - PROGRESS: at 2.87% examples, 217851 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:41,670 : INFO : EPOCH 15 - PROGRESS: at 2.97% examples, 217785 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:42,710 : INFO : EPOCH 15 - PROGRESS: at 3.09% examples, 217833 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:43,743 : INFO : EPOCH 15 - PROGRESS: at 3.21% examples, 217945 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:44,788 : INFO : EPOCH 15 - PROGRESS: at 3.35% examples, 217840 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:45,821 : INFO : EPOCH 15 - PROGRESS: at 3.47% examples, 217892 words/s, in_qsize 8, out_qsize 0
2020-07-16 22:21:46,848 : INFO : EPOCH 15 - PROGRESS: at 3.58% examples, 218109 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:47,876 : INFO : EPOCH 15 - PROGRESS: at 3.72% examples, 218029 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:48,917 : INFO : EPOCH 15 - PROGRESS: at 3.83% examples, 217781 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:50,014 : INFO : EPOCH 15 - PROGRESS: at 3.96% examples, 217654 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:51,047 : INFO : EPOCH 15 - PROGRESS: at 4.10% examples, 217885 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:52,053 : INFO : EPOCH 15 - PROGRESS: at 4.22% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:53,084 : INFO : EPOCH 15 - PROGRESS: at 4.33% examples, 217849 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:21:54,118 : INFO : EPOCH 15 - PROGRESS: at 4.45% examples, 218089 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:55,131 : INFO : EPOCH 15 - PROGRESS: at 4.57% examples, 217990 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:56,149 : INFO : EPOCH 15 - PROGRESS: at 4.69% examples, 218076 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:57,160 : INFO : EPOCH 15 - PROGRESS: at 4.81% examples, 218084 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:58,185 : INFO : EPOCH 15 - PROGRESS: at 4.94% examples, 218154 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:21:59,194 : INFO : EPOCH 15 - PROGRESS: at 5.07% examples, 217837 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:00,213 : INFO : EPOCH 15 - PROGRESS: at 5.19% examples, 217909 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:01,218 : INFO : EPOCH 15 - PROGRESS: at 5.30% examples, 217583 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:02,230 : INFO : EPOCH 15 - PROGRESS: at 5.42% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:03,253 : INFO : EPOCH 15 - PROGRESS: at 5.53% examples, 217031 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:04,315 : INFO : EPOCH 15 - PROGRESS: at 5.63% examples, 216163 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:05,336 : INFO : EPOCH 15 - PROGRESS: at 5.74% examples, 216066 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:06,363 : INFO : EPOCH 15 - PROGRESS: at 5.85% examples, 216174 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:07,379 : INFO : EPOCH 15 - PROGRESS: at 5.97% examples, 216191 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:08,380 : INFO : EPOCH 15 - PROGRESS: at 6.10% examples, 216315 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:09,384 : INFO : EPOCH 15 - PROGRESS: at 6.21% examples, 216303 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:10,385 : INFO : EPOCH 15 - PROGRESS: at 6.33% examples, 216299 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:11,425 : INFO : EPOCH 15 - PROGRESS: at 6.45% examples, 216313 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:12,446 : INFO : EPOCH 15 - PROGRESS: at 6.55% examples, 216402 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:13,515 : INFO : EPOCH 15 - PROGRESS: at 6.67% examples, 216326 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:14,515 : INFO : EPOCH 15 - PROGRESS: at 6.79% examples, 216507 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:15,530 : INFO : EPOCH 15 - PROGRESS: at 6.90% examples, 216655 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:16,552 : INFO : EPOCH 15 - PROGRESS: at 7.03% examples, 216573 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:17,553 : INFO : EPOCH 15 - PROGRESS: at 7.13% examples, 216498 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:18,601 : INFO : EPOCH 15 - PROGRESS: at 7.25% examples, 216593 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:19,656 : INFO : EPOCH 15 - PROGRESS: at 7.37% examples, 216553 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:20,706 : INFO : EPOCH 15 - PROGRESS: at 7.49% examples, 216581 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:21,747 : INFO : EPOCH 15 - PROGRESS: at 7.61% examples, 216595 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:22,758 : INFO : EPOCH 15 - PROGRESS: at 7.73% examples, 216706 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:23,857 : INFO : EPOCH 15 - PROGRESS: at 7.86% examples, 216611 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:24,868 : INFO : EPOCH 15 - PROGRESS: at 7.97% examples, 216734 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:25,902 : INFO : EPOCH 15 - PROGRESS: at 8.09% examples, 216763 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:26,914 : INFO : EPOCH 15 - PROGRESS: at 8.20% examples, 216803 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:27,919 : INFO : EPOCH 15 - PROGRESS: at 8.32% examples, 216828 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:28,957 : INFO : EPOCH 15 - PROGRESS: at 8.42% examples, 216774 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:29,992 : INFO : EPOCH 15 - PROGRESS: at 8.55% examples, 216824 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:30,993 : INFO : EPOCH 15 - PROGRESS: at 8.69% examples, 216824 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:32,007 : INFO : EPOCH 15 - PROGRESS: at 8.82% examples, 216902 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:33,032 : INFO : EPOCH 15 - PROGRESS: at 8.94% examples, 216895 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:34,042 : INFO : EPOCH 15 - PROGRESS: at 9.04% examples, 216894 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:35,078 : INFO : EPOCH 15 - PROGRESS: at 9.16% examples, 216910 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:36,117 : INFO : EPOCH 15 - PROGRESS: at 9.27% examples, 216972 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:37,128 : INFO : EPOCH 15 - PROGRESS: at 9.39% examples, 216947 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:38,140 : INFO : EPOCH 15 - PROGRESS: at 9.52% examples, 216978 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:39,143 : INFO : EPOCH 15 - PROGRESS: at 9.63% examples, 217079 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:40,158 : INFO : EPOCH 15 - PROGRESS: at 9.75% examples, 216993 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:41,160 : INFO : EPOCH 15 - PROGRESS: at 9.87% examples, 217048 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:42,172 : INFO : EPOCH 15 - PROGRESS: at 9.98% examples, 217000 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:43,234 : INFO : EPOCH 15 - PROGRESS: at 10.09% examples, 216987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:44,264 : INFO : EPOCH 15 - PROGRESS: at 10.21% examples, 217001 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:45,269 : INFO : EPOCH 15 - PROGRESS: at 10.30% examples, 217058 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:46,290 : INFO : EPOCH 15 - PROGRESS: at 10.42% examples, 217071 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:47,299 : INFO : EPOCH 15 - PROGRESS: at 10.55% examples, 217080 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:48,305 : INFO : EPOCH 15 - PROGRESS: at 10.70% examples, 217122 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:49,311 : INFO : EPOCH 15 - PROGRESS: at 10.81% examples, 217120 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:50,344 : INFO : EPOCH 15 - PROGRESS: at 10.91% examples, 217125 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:51,369 : INFO : EPOCH 15 - PROGRESS: at 11.05% examples, 217108 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:52,408 : INFO : EPOCH 15 - PROGRESS: at 11.17% examples, 217111 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:53,415 : INFO : EPOCH 15 - PROGRESS: at 11.29% examples, 217181 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:54,442 : INFO : EPOCH 15 - PROGRESS: at 11.39% examples, 217163 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:55,446 : INFO : EPOCH 15 - PROGRESS: at 11.50% examples, 217201 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:56,467 : INFO : EPOCH 15 - PROGRESS: at 11.64% examples, 217175 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:57,502 : INFO : EPOCH 15 - PROGRESS: at 11.75% examples, 217237 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:58,573 : INFO : EPOCH 15 - PROGRESS: at 11.87% examples, 217232 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:22:59,586 : INFO : EPOCH 15 - PROGRESS: at 11.98% examples, 217230 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:00,603 : INFO : EPOCH 15 - PROGRESS: at 12.10% examples, 217234 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:01,694 : INFO : EPOCH 15 - PROGRESS: at 12.22% examples, 217214 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:02,700 : INFO : EPOCH 15 - PROGRESS: at 12.35% examples, 217308 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:03,701 : INFO : EPOCH 15 - PROGRESS: at 12.47% examples, 217370 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:04,725 : INFO : EPOCH 15 - PROGRESS: at 12.58% examples, 217298 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:05,733 : INFO : EPOCH 15 - PROGRESS: at 12.68% examples, 217357 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:06,742 : INFO : EPOCH 15 - PROGRESS: at 12.81% examples, 217362 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:07,749 : INFO : EPOCH 15 - PROGRESS: at 12.92% examples, 217397 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:08,786 : INFO : EPOCH 15 - PROGRESS: at 13.02% examples, 217332 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:09,816 : INFO : EPOCH 15 - PROGRESS: at 13.14% examples, 217345 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:10,818 : INFO : EPOCH 15 - PROGRESS: at 13.27% examples, 217425 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:11,831 : INFO : EPOCH 15 - PROGRESS: at 13.38% examples, 217384 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:12,919 : INFO : EPOCH 15 - PROGRESS: at 13.50% examples, 217356 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:13,923 : INFO : EPOCH 15 - PROGRESS: at 13.62% examples, 217460 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:14,978 : INFO : EPOCH 15 - PROGRESS: at 13.73% examples, 217370 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:15,983 : INFO : EPOCH 15 - PROGRESS: at 13.86% examples, 217385 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:17,012 : INFO : EPOCH 15 - PROGRESS: at 13.96% examples, 217370 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:18,060 : INFO : EPOCH 15 - PROGRESS: at 14.10% examples, 217415 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:19,078 : INFO : EPOCH 15 - PROGRESS: at 14.23% examples, 217484 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:20,088 : INFO : EPOCH 15 - PROGRESS: at 14.36% examples, 217457 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:21,088 : INFO : EPOCH 15 - PROGRESS: at 14.49% examples, 217501 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:22,094 : INFO : EPOCH 15 - PROGRESS: at 14.60% examples, 217519 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:23,098 : INFO : EPOCH 15 - PROGRESS: at 14.71% examples, 217468 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:24,166 : INFO : EPOCH 15 - PROGRESS: at 14.82% examples, 217466 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:25,194 : INFO : EPOCH 15 - PROGRESS: at 14.94% examples, 217495 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:26,246 : INFO : EPOCH 15 - PROGRESS: at 15.06% examples, 217489 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:27,278 : INFO : EPOCH 15 - PROGRESS: at 15.18% examples, 217495 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:28,335 : INFO : EPOCH 15 - PROGRESS: at 15.30% examples, 217505 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:29,346 : INFO : EPOCH 15 - PROGRESS: at 15.44% examples, 217493 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:30,373 : INFO : EPOCH 15 - PROGRESS: at 15.56% examples, 217499 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:31,407 : INFO : EPOCH 15 - PROGRESS: at 15.68% examples, 217520 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:32,409 : INFO : EPOCH 15 - PROGRESS: at 15.82% examples, 217572 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:33,420 : INFO : EPOCH 15 - PROGRESS: at 15.93% examples, 217533 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:34,449 : INFO : EPOCH 15 - PROGRESS: at 16.07% examples, 217582 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:35,476 : INFO : EPOCH 15 - PROGRESS: at 16.18% examples, 217571 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:36,508 : INFO : EPOCH 15 - PROGRESS: at 16.31% examples, 217570 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:37,514 : INFO : EPOCH 15 - PROGRESS: at 16.44% examples, 217600 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:38,515 : INFO : EPOCH 15 - PROGRESS: at 16.57% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:39,568 : INFO : EPOCH 15 - PROGRESS: at 16.69% examples, 217595 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:40,572 : INFO : EPOCH 15 - PROGRESS: at 16.80% examples, 217569 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:41,610 : INFO : EPOCH 15 - PROGRESS: at 16.92% examples, 217551 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:42,623 : INFO : EPOCH 15 - PROGRESS: at 17.03% examples, 217637 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:43,640 : INFO : EPOCH 15 - PROGRESS: at 17.14% examples, 217616 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:44,643 : INFO : EPOCH 15 - PROGRESS: at 17.25% examples, 217641 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:45,643 : INFO : EPOCH 15 - PROGRESS: at 17.38% examples, 217658 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:46,656 : INFO : EPOCH 15 - PROGRESS: at 17.49% examples, 217612 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:47,657 : INFO : EPOCH 15 - PROGRESS: at 17.60% examples, 217650 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:48,707 : INFO : EPOCH 15 - PROGRESS: at 17.72% examples, 217626 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:49,750 : INFO : EPOCH 15 - PROGRESS: at 17.85% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:50,767 : INFO : EPOCH 15 - PROGRESS: at 17.97% examples, 217676 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:51,770 : INFO : EPOCH 15 - PROGRESS: at 18.09% examples, 217679 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:52,783 : INFO : EPOCH 15 - PROGRESS: at 18.19% examples, 217681 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:53,784 : INFO : EPOCH 15 - PROGRESS: at 18.29% examples, 217697 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:54,796 : INFO : EPOCH 15 - PROGRESS: at 18.41% examples, 217713 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:55,807 : INFO : EPOCH 15 - PROGRESS: at 18.52% examples, 217683 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:56,852 : INFO : EPOCH 15 - PROGRESS: at 18.64% examples, 217693 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:57,873 : INFO : EPOCH 15 - PROGRESS: at 18.77% examples, 217719 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:58,900 : INFO : EPOCH 15 - PROGRESS: at 18.86% examples, 217673 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:23:59,947 : INFO : EPOCH 15 - PROGRESS: at 18.99% examples, 217671 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:00,984 : INFO : EPOCH 15 - PROGRESS: at 19.12% examples, 217709 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:02,026 : INFO : EPOCH 15 - PROGRESS: at 19.25% examples, 217729 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:03,085 : INFO : EPOCH 15 - PROGRESS: at 19.36% examples, 217692 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:04,104 : INFO : EPOCH 15 - PROGRESS: at 19.49% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:05,113 : INFO : EPOCH 15 - PROGRESS: at 19.61% examples, 217708 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:06,143 : INFO : EPOCH 15 - PROGRESS: at 19.74% examples, 217710 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:07,149 : INFO : EPOCH 15 - PROGRESS: at 19.86% examples, 217780 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:08,152 : INFO : EPOCH 15 - PROGRESS: at 19.98% examples, 217750 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:09,209 : INFO : EPOCH 15 - PROGRESS: at 20.13% examples, 217720 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:10,246 : INFO : EPOCH 15 - PROGRESS: at 20.26% examples, 217725 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:11,256 : INFO : EPOCH 15 - PROGRESS: at 20.36% examples, 217742 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:12,314 : INFO : EPOCH 15 - PROGRESS: at 20.48% examples, 217721 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:13,319 : INFO : EPOCH 15 - PROGRESS: at 20.62% examples, 217745 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:14,385 : INFO : EPOCH 15 - PROGRESS: at 20.74% examples, 217743 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:15,408 : INFO : EPOCH 15 - PROGRESS: at 20.87% examples, 217792 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:16,425 : INFO : EPOCH 15 - PROGRESS: at 21.00% examples, 217799 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:17,441 : INFO : EPOCH 15 - PROGRESS: at 21.11% examples, 217779 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:18,478 : INFO : EPOCH 15 - PROGRESS: at 21.23% examples, 217771 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:19,481 : INFO : EPOCH 15 - PROGRESS: at 21.34% examples, 217770 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:20,483 : INFO : EPOCH 15 - PROGRESS: at 21.45% examples, 217777 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:21,543 : INFO : EPOCH 15 - PROGRESS: at 21.61% examples, 217785 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:22,549 : INFO : EPOCH 15 - PROGRESS: at 21.71% examples, 217813 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:23,622 : INFO : EPOCH 15 - PROGRESS: at 21.85% examples, 217769 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:24,644 : INFO : EPOCH 15 - PROGRESS: at 21.98% examples, 217792 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:25,672 : INFO : EPOCH 15 - PROGRESS: at 22.08% examples, 217786 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:26,685 : INFO : EPOCH 15 - PROGRESS: at 22.20% examples, 217842 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:27,709 : INFO : EPOCH 15 - PROGRESS: at 22.31% examples, 217816 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:28,736 : INFO : EPOCH 15 - PROGRESS: at 22.43% examples, 217846 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:29,830 : INFO : EPOCH 15 - PROGRESS: at 22.55% examples, 217780 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:30,872 : INFO : EPOCH 15 - PROGRESS: at 22.66% examples, 217811 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:31,912 : INFO : EPOCH 15 - PROGRESS: at 22.78% examples, 217784 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:32,937 : INFO : EPOCH 15 - PROGRESS: at 22.91% examples, 217818 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:33,938 : INFO : EPOCH 15 - PROGRESS: at 23.02% examples, 217867 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:34,939 : INFO : EPOCH 15 - PROGRESS: at 23.15% examples, 217849 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:35,942 : INFO : EPOCH 15 - PROGRESS: at 23.27% examples, 217877 words/s, in_qsize 8, out_qsize 0
2020-07-16 22:24:36,963 : INFO : EPOCH 15 - PROGRESS: at 23.38% examples, 217857 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:38,027 : INFO : EPOCH 15 - PROGRESS: at 23.51% examples, 217850 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:39,077 : INFO : EPOCH 15 - PROGRESS: at 23.63% examples, 217833 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:40,080 : INFO : EPOCH 15 - PROGRESS: at 23.74% examples, 217834 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:41,100 : INFO : EPOCH 15 - PROGRESS: at 23.85% examples, 217858 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:42,107 : INFO : EPOCH 15 - PROGRESS: at 23.97% examples, 217835 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:43,119 : INFO : EPOCH 15 - PROGRESS: at 24.09% examples, 217842 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:44,121 : INFO : EPOCH 15 - PROGRESS: at 24.21% examples, 217884 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:45,132 : INFO : EPOCH 15 - PROGRESS: at 24.34% examples, 217866 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:46,147 : INFO : EPOCH 15 - PROGRESS: at 24.48% examples, 217885 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:47,178 : INFO : EPOCH 15 - PROGRESS: at 24.60% examples, 217889 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:48,186 : INFO : EPOCH 15 - PROGRESS: at 24.71% examples, 217903 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:49,232 : INFO : EPOCH 15 - PROGRESS: at 24.84% examples, 217874 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:50,273 : INFO : EPOCH 15 - PROGRESS: at 24.97% examples, 217881 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:51,307 : INFO : EPOCH 15 - PROGRESS: at 25.10% examples, 217889 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:52,318 : INFO : EPOCH 15 - PROGRESS: at 25.23% examples, 217890 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:53,342 : INFO : EPOCH 15 - PROGRESS: at 25.35% examples, 217913 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:54,396 : INFO : EPOCH 15 - PROGRESS: at 25.46% examples, 217879 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:55,400 : INFO : EPOCH 15 - PROGRESS: at 25.58% examples, 217902 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:56,436 : INFO : EPOCH 15 - PROGRESS: at 25.70% examples, 217889 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:57,468 : INFO : EPOCH 15 - PROGRESS: at 25.83% examples, 217930 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:58,516 : INFO : EPOCH 15 - PROGRESS: at 25.96% examples, 217910 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:24:59,536 : INFO : EPOCH 15 - PROGRESS: at 26.08% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:00,549 : INFO : EPOCH 15 - PROGRESS: at 26.21% examples, 217917 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:01,567 : INFO : EPOCH 15 - PROGRESS: at 26.32% examples, 217925 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:02,577 : INFO : EPOCH 15 - PROGRESS: at 26.44% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:03,591 : INFO : EPOCH 15 - PROGRESS: at 26.57% examples, 217920 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:04,612 : INFO : EPOCH 15 - PROGRESS: at 26.71% examples, 217905 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:05,625 : INFO : EPOCH 15 - PROGRESS: at 26.81% examples, 217929 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:06,699 : INFO : EPOCH 15 - PROGRESS: at 26.94% examples, 217909 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:07,729 : INFO : EPOCH 15 - PROGRESS: at 27.07% examples, 217931 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:08,731 : INFO : EPOCH 15 - PROGRESS: at 27.20% examples, 217924 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:09,751 : INFO : EPOCH 15 - PROGRESS: at 27.32% examples, 217966 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:10,795 : INFO : EPOCH 15 - PROGRESS: at 27.43% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:11,824 : INFO : EPOCH 15 - PROGRESS: at 27.55% examples, 217942 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:12,885 : INFO : EPOCH 15 - PROGRESS: at 27.68% examples, 217937 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:13,905 : INFO : EPOCH 15 - PROGRESS: at 27.80% examples, 217981 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:14,915 : INFO : EPOCH 15 - PROGRESS: at 27.91% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:15,961 : INFO : EPOCH 15 - PROGRESS: at 28.02% examples, 217937 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:16,990 : INFO : EPOCH 15 - PROGRESS: at 28.13% examples, 217941 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:18,001 : INFO : EPOCH 15 - PROGRESS: at 28.25% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:19,015 : INFO : EPOCH 15 - PROGRESS: at 28.39% examples, 217977 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:20,043 : INFO : EPOCH 15 - PROGRESS: at 28.51% examples, 217993 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:21,065 : INFO : EPOCH 15 - PROGRESS: at 28.62% examples, 217976 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:22,143 : INFO : EPOCH 15 - PROGRESS: at 28.74% examples, 217954 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:23,147 : INFO : EPOCH 15 - PROGRESS: at 28.86% examples, 217950 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:24,175 : INFO : EPOCH 15 - PROGRESS: at 28.98% examples, 217957 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:25,210 : INFO : EPOCH 15 - PROGRESS: at 29.08% examples, 217981 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:26,240 : INFO : EPOCH 15 - PROGRESS: at 29.20% examples, 217959 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:27,252 : INFO : EPOCH 15 - PROGRESS: at 29.32% examples, 217964 words/s, in_qsize 7, out_qsize 1
2020-07-16 22:25:28,294 : INFO : EPOCH 15 - PROGRESS: at 29.42% examples, 217951 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:29,303 : INFO : EPOCH 15 - PROGRESS: at 29.55% examples, 217995 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:30,306 : INFO : EPOCH 15 - PROGRESS: at 29.67% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:31,366 : INFO : EPOCH 15 - PROGRESS: at 29.79% examples, 217971 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:32,412 : INFO : EPOCH 15 - PROGRESS: at 29.90% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:33,422 : INFO : EPOCH 15 - PROGRESS: at 30.02% examples, 217983 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:34,441 : INFO : EPOCH 15 - PROGRESS: at 30.13% examples, 217991 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:35,445 : INFO : EPOCH 15 - PROGRESS: at 30.23% examples, 217994 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:36,448 : INFO : EPOCH 15 - PROGRESS: at 30.35% examples, 218007 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:37,478 : INFO : EPOCH 15 - PROGRESS: at 30.47% examples, 217990 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:38,520 : INFO : EPOCH 15 - PROGRESS: at 30.59% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:39,536 : INFO : EPOCH 15 - PROGRESS: at 30.70% examples, 218004 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:40,578 : INFO : EPOCH 15 - PROGRESS: at 30.84% examples, 217994 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:41,631 : INFO : EPOCH 15 - PROGRESS: at 30.97% examples, 217996 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:42,675 : INFO : EPOCH 15 - PROGRESS: at 31.09% examples, 217996 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:43,687 : INFO : EPOCH 15 - PROGRESS: at 31.22% examples, 218017 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:44,730 : INFO : EPOCH 15 - PROGRESS: at 31.36% examples, 217999 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:45,742 : INFO : EPOCH 15 - PROGRESS: at 31.49% examples, 218039 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:46,771 : INFO : EPOCH 15 - PROGRESS: at 31.61% examples, 218041 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:47,783 : INFO : EPOCH 15 - PROGRESS: at 31.73% examples, 218019 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:48,848 : INFO : EPOCH 15 - PROGRESS: at 31.85% examples, 218013 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:49,860 : INFO : EPOCH 15 - PROGRESS: at 31.95% examples, 218031 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:50,871 : INFO : EPOCH 15 - PROGRESS: at 32.07% examples, 218054 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:51,894 : INFO : EPOCH 15 - PROGRESS: at 32.19% examples, 218028 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:52,914 : INFO : EPOCH 15 - PROGRESS: at 32.29% examples, 218018 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:53,923 : INFO : EPOCH 15 - PROGRESS: at 32.43% examples, 218032 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:25:54,930 : INFO : EPOCH 15 - PROGRESS: at 32.54% examples, 218046 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:55,977 : INFO : EPOCH 15 - PROGRESS: at 32.65% examples, 218018 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:56,991 : INFO : EPOCH 15 - PROGRESS: at 32.76% examples, 218040 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:58,043 : INFO : EPOCH 15 - PROGRESS: at 32.87% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:25:59,046 : INFO : EPOCH 15 - PROGRESS: at 32.99% examples, 218037 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:00,076 : INFO : EPOCH 15 - PROGRESS: at 33.10% examples, 218020 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:01,086 : INFO : EPOCH 15 - PROGRESS: at 33.22% examples, 218043 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:02,091 : INFO : EPOCH 15 - PROGRESS: at 33.34% examples, 218017 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:03,096 : INFO : EPOCH 15 - PROGRESS: at 33.46% examples, 218045 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:04,123 : INFO : EPOCH 15 - PROGRESS: at 33.56% examples, 218041 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:05,148 : INFO : EPOCH 15 - PROGRESS: at 33.68% examples, 218029 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:06,148 : INFO : EPOCH 15 - PROGRESS: at 33.81% examples, 218054 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:07,149 : INFO : EPOCH 15 - PROGRESS: at 33.94% examples, 218055 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:08,165 : INFO : EPOCH 15 - PROGRESS: at 34.04% examples, 218038 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:09,184 : INFO : EPOCH 15 - PROGRESS: at 34.17% examples, 218056 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:10,195 : INFO : EPOCH 15 - PROGRESS: at 34.30% examples, 218032 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:11,222 : INFO : EPOCH 15 - PROGRESS: at 34.43% examples, 218043 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:12,258 : INFO : EPOCH 15 - PROGRESS: at 34.54% examples, 218053 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:13,277 : INFO : EPOCH 15 - PROGRESS: at 34.67% examples, 218065 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:14,286 : INFO : EPOCH 15 - PROGRESS: at 34.77% examples, 218050 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:15,312 : INFO : EPOCH 15 - PROGRESS: at 34.89% examples, 218062 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:16,349 : INFO : EPOCH 15 - PROGRESS: at 35.01% examples, 218030 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:17,350 : INFO : EPOCH 15 - PROGRESS: at 35.12% examples, 218055 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:18,353 : INFO : EPOCH 15 - PROGRESS: at 35.25% examples, 218053 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:19,384 : INFO : EPOCH 15 - PROGRESS: at 35.37% examples, 218069 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:20,407 : INFO : EPOCH 15 - PROGRESS: at 35.49% examples, 218062 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:21,427 : INFO : EPOCH 15 - PROGRESS: at 35.60% examples, 218058 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:22,485 : INFO : EPOCH 15 - PROGRESS: at 35.71% examples, 218037 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:23,495 : INFO : EPOCH 15 - PROGRESS: at 35.83% examples, 218070 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:24,507 : INFO : EPOCH 15 - PROGRESS: at 35.97% examples, 218080 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:25,524 : INFO : EPOCH 15 - PROGRESS: at 36.09% examples, 218072 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:26,528 : INFO : EPOCH 15 - PROGRESS: at 36.22% examples, 218065 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:27,529 : INFO : EPOCH 15 - PROGRESS: at 36.32% examples, 218067 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:28,545 : INFO : EPOCH 15 - PROGRESS: at 36.45% examples, 218089 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:29,557 : INFO : EPOCH 15 - PROGRESS: at 36.56% examples, 218035 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:30,559 : INFO : EPOCH 15 - PROGRESS: at 36.70% examples, 218052 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:31,590 : INFO : EPOCH 15 - PROGRESS: at 36.83% examples, 218008 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:32,616 : INFO : EPOCH 15 - PROGRESS: at 36.96% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:33,661 : INFO : EPOCH 15 - PROGRESS: at 37.07% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:34,661 : INFO : EPOCH 15 - PROGRESS: at 37.17% examples, 217817 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:35,677 : INFO : EPOCH 15 - PROGRESS: at 37.27% examples, 217773 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:36,681 : INFO : EPOCH 15 - PROGRESS: at 37.39% examples, 217764 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:37,685 : INFO : EPOCH 15 - PROGRESS: at 37.52% examples, 217776 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:38,693 : INFO : EPOCH 15 - PROGRESS: at 37.64% examples, 217769 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:39,731 : INFO : EPOCH 15 - PROGRESS: at 37.76% examples, 217777 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:40,758 : INFO : EPOCH 15 - PROGRESS: at 37.88% examples, 217777 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:41,761 : INFO : EPOCH 15 - PROGRESS: at 37.98% examples, 217790 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:42,764 : INFO : EPOCH 15 - PROGRESS: at 38.11% examples, 217799 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:43,806 : INFO : EPOCH 15 - PROGRESS: at 38.21% examples, 217786 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:44,883 : INFO : EPOCH 15 - PROGRESS: at 38.35% examples, 217783 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:45,926 : INFO : EPOCH 15 - PROGRESS: at 38.47% examples, 217775 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:46,934 : INFO : EPOCH 15 - PROGRESS: at 38.58% examples, 217792 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:47,987 : INFO : EPOCH 15 - PROGRESS: at 38.71% examples, 217789 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:49,016 : INFO : EPOCH 15 - PROGRESS: at 38.82% examples, 217798 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:50,033 : INFO : EPOCH 15 - PROGRESS: at 38.94% examples, 217797 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:51,086 : INFO : EPOCH 15 - PROGRESS: at 39.06% examples, 217800 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:52,104 : INFO : EPOCH 15 - PROGRESS: at 39.19% examples, 217820 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:53,120 : INFO : EPOCH 15 - PROGRESS: at 39.29% examples, 217805 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:54,149 : INFO : EPOCH 15 - PROGRESS: at 39.41% examples, 217787 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:55,187 : INFO : EPOCH 15 - PROGRESS: at 39.53% examples, 217819 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:56,209 : INFO : EPOCH 15 - PROGRESS: at 39.65% examples, 217806 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:57,228 : INFO : EPOCH 15 - PROGRESS: at 39.78% examples, 217809 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:58,264 : INFO : EPOCH 15 - PROGRESS: at 39.89% examples, 217795 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:26:59,288 : INFO : EPOCH 15 - PROGRESS: at 40.01% examples, 217806 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:00,307 : INFO : EPOCH 15 - PROGRESS: at 40.13% examples, 217817 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:01,313 : INFO : EPOCH 15 - PROGRESS: at 40.24% examples, 217827 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:02,339 : INFO : EPOCH 15 - PROGRESS: at 40.37% examples, 217838 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:03,368 : INFO : EPOCH 15 - PROGRESS: at 40.48% examples, 217827 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:04,384 : INFO : EPOCH 15 - PROGRESS: at 40.61% examples, 217822 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:05,398 : INFO : EPOCH 15 - PROGRESS: at 40.73% examples, 217827 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:06,399 : INFO : EPOCH 15 - PROGRESS: at 40.84% examples, 217828 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:07,428 : INFO : EPOCH 15 - PROGRESS: at 40.96% examples, 217805 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:08,442 : INFO : EPOCH 15 - PROGRESS: at 41.08% examples, 217829 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:09,486 : INFO : EPOCH 15 - PROGRESS: at 41.20% examples, 217834 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:10,492 : INFO : EPOCH 15 - PROGRESS: at 41.32% examples, 217821 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:11,547 : INFO : EPOCH 15 - PROGRESS: at 41.42% examples, 217806 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:12,646 : INFO : EPOCH 15 - PROGRESS: at 41.55% examples, 217806 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:13,671 : INFO : EPOCH 15 - PROGRESS: at 41.68% examples, 217820 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:14,684 : INFO : EPOCH 15 - PROGRESS: at 41.79% examples, 217825 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:15,737 : INFO : EPOCH 15 - PROGRESS: at 41.92% examples, 217813 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:16,752 : INFO : EPOCH 15 - PROGRESS: at 42.05% examples, 217829 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:17,806 : INFO : EPOCH 15 - PROGRESS: at 42.18% examples, 217829 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:18,808 : INFO : EPOCH 15 - PROGRESS: at 42.30% examples, 217849 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:19,813 : INFO : EPOCH 15 - PROGRESS: at 42.41% examples, 217826 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:20,852 : INFO : EPOCH 15 - PROGRESS: at 42.52% examples, 217833 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:21,895 : INFO : EPOCH 15 - PROGRESS: at 42.65% examples, 217826 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:22,924 : INFO : EPOCH 15 - PROGRESS: at 42.79% examples, 217832 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:23,961 : INFO : EPOCH 15 - PROGRESS: at 42.90% examples, 217832 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:24,997 : INFO : EPOCH 15 - PROGRESS: at 43.02% examples, 217826 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:26,085 : INFO : EPOCH 15 - PROGRESS: at 43.13% examples, 217816 words/s, in_qsize 8, out_qsize 1
2020-07-16 22:27:27,088 : INFO : EPOCH 15 - PROGRESS: at 43.23% examples, 217849 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:28,135 : INFO : EPOCH 15 - PROGRESS: at 43.36% examples, 217849 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:29,145 : INFO : EPOCH 15 - PROGRESS: at 43.49% examples, 217856 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:30,160 : INFO : EPOCH 15 - PROGRESS: at 43.61% examples, 217838 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:31,191 : INFO : EPOCH 15 - PROGRESS: at 43.72% examples, 217841 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:32,224 : INFO : EPOCH 15 - PROGRESS: at 43.83% examples, 217860 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:33,270 : INFO : EPOCH 15 - PROGRESS: at 43.95% examples, 217849 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:34,335 : INFO : EPOCH 15 - PROGRESS: at 44.06% examples, 217851 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:35,335 : INFO : EPOCH 15 - PROGRESS: at 44.18% examples, 217854 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:36,365 : INFO : EPOCH 15 - PROGRESS: at 44.30% examples, 217852 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:37,431 : INFO : EPOCH 15 - PROGRESS: at 44.41% examples, 217848 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:38,450 : INFO : EPOCH 15 - PROGRESS: at 44.53% examples, 217840 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:39,469 : INFO : EPOCH 15 - PROGRESS: at 44.65% examples, 217870 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:40,475 : INFO : EPOCH 15 - PROGRESS: at 44.77% examples, 217866 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:41,502 : INFO : EPOCH 15 - PROGRESS: at 44.87% examples, 217854 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:42,528 : INFO : EPOCH 15 - PROGRESS: at 45.00% examples, 217865 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:43,551 : INFO : EPOCH 15 - PROGRESS: at 45.12% examples, 217866 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:44,562 : INFO : EPOCH 15 - PROGRESS: at 45.25% examples, 217865 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:45,586 : INFO : EPOCH 15 - PROGRESS: at 45.36% examples, 217862 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:46,648 : INFO : EPOCH 15 - PROGRESS: at 45.47% examples, 217864 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:47,656 : INFO : EPOCH 15 - PROGRESS: at 45.59% examples, 217852 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:48,702 : INFO : EPOCH 15 - PROGRESS: at 45.71% examples, 217867 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:49,704 : INFO : EPOCH 15 - PROGRESS: at 45.84% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:50,711 : INFO : EPOCH 15 - PROGRESS: at 45.96% examples, 217888 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:51,742 : INFO : EPOCH 15 - PROGRESS: at 46.09% examples, 217881 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:52,762 : INFO : EPOCH 15 - PROGRESS: at 46.23% examples, 217891 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:53,795 : INFO : EPOCH 15 - PROGRESS: at 46.34% examples, 217890 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:54,804 : INFO : EPOCH 15 - PROGRESS: at 46.46% examples, 217874 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:55,840 : INFO : EPOCH 15 - PROGRESS: at 46.58% examples, 217890 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:56,846 : INFO : EPOCH 15 - PROGRESS: at 46.70% examples, 217871 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:57,888 : INFO : EPOCH 15 - PROGRESS: at 46.81% examples, 217875 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:58,888 : INFO : EPOCH 15 - PROGRESS: at 46.93% examples, 217903 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:27:59,889 : INFO : EPOCH 15 - PROGRESS: at 47.05% examples, 217903 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:00,951 : INFO : EPOCH 15 - PROGRESS: at 47.17% examples, 217888 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:01,954 : INFO : EPOCH 15 - PROGRESS: at 47.29% examples, 217904 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:02,995 : INFO : EPOCH 15 - PROGRESS: at 47.43% examples, 217887 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:04,003 : INFO : EPOCH 15 - PROGRESS: at 47.55% examples, 217897 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:05,004 : INFO : EPOCH 15 - PROGRESS: at 47.67% examples, 217922 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:06,017 : INFO : EPOCH 15 - PROGRESS: at 47.80% examples, 217889 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:07,079 : INFO : EPOCH 15 - PROGRESS: at 47.91% examples, 217896 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:08,125 : INFO : EPOCH 15 - PROGRESS: at 48.02% examples, 217895 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:09,136 : INFO : EPOCH 15 - PROGRESS: at 48.16% examples, 217924 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:10,171 : INFO : EPOCH 15 - PROGRESS: at 48.28% examples, 217890 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:11,198 : INFO : EPOCH 15 - PROGRESS: at 48.40% examples, 217904 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:12,257 : INFO : EPOCH 15 - PROGRESS: at 48.50% examples, 217899 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:13,262 : INFO : EPOCH 15 - PROGRESS: at 48.61% examples, 217917 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:14,322 : INFO : EPOCH 15 - PROGRESS: at 48.73% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:15,343 : INFO : EPOCH 15 - PROGRESS: at 48.85% examples, 217929 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:16,345 : INFO : EPOCH 15 - PROGRESS: at 48.95% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:17,383 : INFO : EPOCH 15 - PROGRESS: at 49.06% examples, 217931 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:18,415 : INFO : EPOCH 15 - PROGRESS: at 49.18% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:19,485 : INFO : EPOCH 15 - PROGRESS: at 49.31% examples, 217910 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:20,489 : INFO : EPOCH 15 - PROGRESS: at 49.43% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:21,516 : INFO : EPOCH 15 - PROGRESS: at 49.55% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:22,528 : INFO : EPOCH 15 - PROGRESS: at 49.66% examples, 217911 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:23,535 : INFO : EPOCH 15 - PROGRESS: at 49.80% examples, 217920 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:24,559 : INFO : EPOCH 15 - PROGRESS: at 49.93% examples, 217920 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:25,647 : INFO : EPOCH 15 - PROGRESS: at 50.07% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:26,660 : INFO : EPOCH 15 - PROGRESS: at 50.20% examples, 217923 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:27,688 : INFO : EPOCH 15 - PROGRESS: at 50.32% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:28,702 : INFO : EPOCH 15 - PROGRESS: at 50.43% examples, 217919 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:29,758 : INFO : EPOCH 15 - PROGRESS: at 50.56% examples, 217928 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:30,773 : INFO : EPOCH 15 - PROGRESS: at 50.66% examples, 217930 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:31,779 : INFO : EPOCH 15 - PROGRESS: at 50.78% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:32,790 : INFO : EPOCH 15 - PROGRESS: at 50.89% examples, 217913 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:33,812 : INFO : EPOCH 15 - PROGRESS: at 51.00% examples, 217928 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:34,874 : INFO : EPOCH 15 - PROGRESS: at 51.12% examples, 217922 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:35,925 : INFO : EPOCH 15 - PROGRESS: at 51.24% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:36,936 : INFO : EPOCH 15 - PROGRESS: at 51.35% examples, 217928 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:37,984 : INFO : EPOCH 15 - PROGRESS: at 51.47% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:39,001 : INFO : EPOCH 15 - PROGRESS: at 51.60% examples, 217919 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:40,044 : INFO : EPOCH 15 - PROGRESS: at 51.71% examples, 217924 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:41,065 : INFO : EPOCH 15 - PROGRESS: at 51.84% examples, 217926 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:42,072 : INFO : EPOCH 15 - PROGRESS: at 51.96% examples, 217945 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:43,103 : INFO : EPOCH 15 - PROGRESS: at 52.07% examples, 217933 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:44,162 : INFO : EPOCH 15 - PROGRESS: at 52.19% examples, 217934 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:45,201 : INFO : EPOCH 15 - PROGRESS: at 52.34% examples, 217934 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:46,224 : INFO : EPOCH 15 - PROGRESS: at 52.46% examples, 217949 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:28:47,248 : INFO : EPOCH 15 - PROGRESS: at 52.55% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:48,308 : INFO : EPOCH 15 - PROGRESS: at 52.68% examples, 217932 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:49,330 : INFO : EPOCH 15 - PROGRESS: at 52.80% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:50,332 : INFO : EPOCH 15 - PROGRESS: at 52.93% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:51,376 : INFO : EPOCH 15 - PROGRESS: at 53.04% examples, 217937 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:52,384 : INFO : EPOCH 15 - PROGRESS: at 53.17% examples, 217957 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:53,403 : INFO : EPOCH 15 - PROGRESS: at 53.29% examples, 217952 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:54,414 : INFO : EPOCH 15 - PROGRESS: at 53.42% examples, 217953 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:55,416 : INFO : EPOCH 15 - PROGRESS: at 53.52% examples, 217953 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:56,418 : INFO : EPOCH 15 - PROGRESS: at 53.65% examples, 217969 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:57,464 : INFO : EPOCH 15 - PROGRESS: at 53.76% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:58,471 : INFO : EPOCH 15 - PROGRESS: at 53.88% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:28:59,518 : INFO : EPOCH 15 - PROGRESS: at 53.99% examples, 217946 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:00,623 : INFO : EPOCH 15 - PROGRESS: at 54.11% examples, 217930 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:01,689 : INFO : EPOCH 15 - PROGRESS: at 54.24% examples, 217941 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:02,733 : INFO : EPOCH 15 - PROGRESS: at 54.36% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:03,742 : INFO : EPOCH 15 - PROGRESS: at 54.48% examples, 217951 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:04,760 : INFO : EPOCH 15 - PROGRESS: at 54.60% examples, 217945 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:05,801 : INFO : EPOCH 15 - PROGRESS: at 54.72% examples, 217945 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:06,876 : INFO : EPOCH 15 - PROGRESS: at 54.84% examples, 217942 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:07,939 : INFO : EPOCH 15 - PROGRESS: at 54.96% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:08,970 : INFO : EPOCH 15 - PROGRESS: at 55.07% examples, 217937 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:09,994 : INFO : EPOCH 15 - PROGRESS: at 55.18% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:10,994 : INFO : EPOCH 15 - PROGRESS: at 55.31% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:12,007 : INFO : EPOCH 15 - PROGRESS: at 55.43% examples, 217954 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:13,034 : INFO : EPOCH 15 - PROGRESS: at 55.53% examples, 217951 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:14,045 : INFO : EPOCH 15 - PROGRESS: at 55.65% examples, 217956 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:15,048 : INFO : EPOCH 15 - PROGRESS: at 55.78% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:16,077 : INFO : EPOCH 15 - PROGRESS: at 55.90% examples, 217953 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:17,126 : INFO : EPOCH 15 - PROGRESS: at 56.02% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:18,160 : INFO : EPOCH 15 - PROGRESS: at 56.16% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:19,235 : INFO : EPOCH 15 - PROGRESS: at 56.29% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:20,255 : INFO : EPOCH 15 - PROGRESS: at 56.41% examples, 217976 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:21,264 : INFO : EPOCH 15 - PROGRESS: at 56.54% examples, 217967 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:22,266 : INFO : EPOCH 15 - PROGRESS: at 56.66% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:23,280 : INFO : EPOCH 15 - PROGRESS: at 56.78% examples, 217981 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:24,287 : INFO : EPOCH 15 - PROGRESS: at 56.88% examples, 217963 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:25,291 : INFO : EPOCH 15 - PROGRESS: at 56.98% examples, 217966 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:26,312 : INFO : EPOCH 15 - PROGRESS: at 57.10% examples, 217966 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:27,331 : INFO : EPOCH 15 - PROGRESS: at 57.21% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:28,367 : INFO : EPOCH 15 - PROGRESS: at 57.34% examples, 217957 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:29,375 : INFO : EPOCH 15 - PROGRESS: at 57.46% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:30,397 : INFO : EPOCH 15 - PROGRESS: at 57.57% examples, 217972 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:31,431 : INFO : EPOCH 15 - PROGRESS: at 57.71% examples, 217975 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:32,440 : INFO : EPOCH 15 - PROGRESS: at 57.82% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:33,491 : INFO : EPOCH 15 - PROGRESS: at 57.96% examples, 217972 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:34,561 : INFO : EPOCH 15 - PROGRESS: at 58.07% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:35,600 : INFO : EPOCH 15 - PROGRESS: at 58.20% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:36,687 : INFO : EPOCH 15 - PROGRESS: at 58.30% examples, 217960 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:37,699 : INFO : EPOCH 15 - PROGRESS: at 58.42% examples, 217968 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:38,706 : INFO : EPOCH 15 - PROGRESS: at 58.55% examples, 217970 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:29:39,753 : INFO : EPOCH 15 - PROGRESS: at 58.66% examples, 217972 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:40,755 : INFO : EPOCH 15 - PROGRESS: at 58.79% examples, 217969 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:41,826 : INFO : EPOCH 15 - PROGRESS: at 58.93% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:42,839 : INFO : EPOCH 15 - PROGRESS: at 59.04% examples, 217986 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:43,878 : INFO : EPOCH 15 - PROGRESS: at 59.17% examples, 217975 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:44,880 : INFO : EPOCH 15 - PROGRESS: at 59.30% examples, 217982 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:45,905 : INFO : EPOCH 15 - PROGRESS: at 59.41% examples, 217984 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:46,938 : INFO : EPOCH 15 - PROGRESS: at 59.53% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:47,955 : INFO : EPOCH 15 - PROGRESS: at 59.65% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:48,961 : INFO : EPOCH 15 - PROGRESS: at 59.79% examples, 217993 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:50,023 : INFO : EPOCH 15 - PROGRESS: at 59.91% examples, 217971 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:51,055 : INFO : EPOCH 15 - PROGRESS: at 60.03% examples, 217982 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:52,099 : INFO : EPOCH 15 - PROGRESS: at 60.14% examples, 217983 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:53,116 : INFO : EPOCH 15 - PROGRESS: at 60.25% examples, 217992 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:54,137 : INFO : EPOCH 15 - PROGRESS: at 60.37% examples, 217994 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:55,140 : INFO : EPOCH 15 - PROGRESS: at 60.48% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:56,145 : INFO : EPOCH 15 - PROGRESS: at 60.61% examples, 217983 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:57,167 : INFO : EPOCH 15 - PROGRESS: at 60.72% examples, 217981 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:58,177 : INFO : EPOCH 15 - PROGRESS: at 60.84% examples, 217996 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:29:59,192 : INFO : EPOCH 15 - PROGRESS: at 60.96% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:00,245 : INFO : EPOCH 15 - PROGRESS: at 61.08% examples, 217990 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:01,285 : INFO : EPOCH 15 - PROGRESS: at 61.21% examples, 217991 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:02,326 : INFO : EPOCH 15 - PROGRESS: at 61.34% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:03,360 : INFO : EPOCH 15 - PROGRESS: at 61.46% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:04,390 : INFO : EPOCH 15 - PROGRESS: at 61.58% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:05,421 : INFO : EPOCH 15 - PROGRESS: at 61.69% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:06,425 : INFO : EPOCH 15 - PROGRESS: at 61.80% examples, 217998 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:07,433 : INFO : EPOCH 15 - PROGRESS: at 61.90% examples, 217992 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:08,470 : INFO : EPOCH 15 - PROGRESS: at 62.01% examples, 217990 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:09,475 : INFO : EPOCH 15 - PROGRESS: at 62.14% examples, 218004 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:10,512 : INFO : EPOCH 15 - PROGRESS: at 62.28% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:11,548 : INFO : EPOCH 15 - PROGRESS: at 62.39% examples, 217996 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:12,639 : INFO : EPOCH 15 - PROGRESS: at 62.52% examples, 217981 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:13,724 : INFO : EPOCH 15 - PROGRESS: at 62.63% examples, 217981 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:14,778 : INFO : EPOCH 15 - PROGRESS: at 62.75% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:15,803 : INFO : EPOCH 15 - PROGRESS: at 62.87% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:16,835 : INFO : EPOCH 15 - PROGRESS: at 63.00% examples, 217985 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:17,944 : INFO : EPOCH 15 - PROGRESS: at 63.12% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:18,966 : INFO : EPOCH 15 - PROGRESS: at 63.25% examples, 217995 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:19,984 : INFO : EPOCH 15 - PROGRESS: at 63.37% examples, 218008 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:20,985 : INFO : EPOCH 15 - PROGRESS: at 63.48% examples, 218004 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:30:21,998 : INFO : EPOCH 15 - PROGRESS: at 63.60% examples, 217999 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:23,035 : INFO : EPOCH 15 - PROGRESS: at 63.72% examples, 217992 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:24,055 : INFO : EPOCH 15 - PROGRESS: at 63.85% examples, 217986 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:25,076 : INFO : EPOCH 15 - PROGRESS: at 63.99% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:26,098 : INFO : EPOCH 15 - PROGRESS: at 64.10% examples, 217972 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:27,105 : INFO : EPOCH 15 - PROGRESS: at 64.21% examples, 217983 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:28,136 : INFO : EPOCH 15 - PROGRESS: at 64.33% examples, 217976 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:29,183 : INFO : EPOCH 15 - PROGRESS: at 64.47% examples, 217981 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:30,194 : INFO : EPOCH 15 - PROGRESS: at 64.60% examples, 217994 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:31,201 : INFO : EPOCH 15 - PROGRESS: at 64.72% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:32,247 : INFO : EPOCH 15 - PROGRESS: at 64.83% examples, 217994 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:33,274 : INFO : EPOCH 15 - PROGRESS: at 64.96% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:34,340 : INFO : EPOCH 15 - PROGRESS: at 65.10% examples, 217995 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:35,392 : INFO : EPOCH 15 - PROGRESS: at 65.23% examples, 217993 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:36,401 : INFO : EPOCH 15 - PROGRESS: at 65.34% examples, 217995 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:37,423 : INFO : EPOCH 15 - PROGRESS: at 65.45% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:38,459 : INFO : EPOCH 15 - PROGRESS: at 65.56% examples, 218005 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:39,505 : INFO : EPOCH 15 - PROGRESS: at 65.68% examples, 218001 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:40,505 : INFO : EPOCH 15 - PROGRESS: at 65.80% examples, 218016 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:41,551 : INFO : EPOCH 15 - PROGRESS: at 65.92% examples, 217996 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:42,570 : INFO : EPOCH 15 - PROGRESS: at 66.04% examples, 218006 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:43,578 : INFO : EPOCH 15 - PROGRESS: at 66.15% examples, 218006 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:44,587 : INFO : EPOCH 15 - PROGRESS: at 66.28% examples, 218008 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:45,606 : INFO : EPOCH 15 - PROGRESS: at 66.39% examples, 218003 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:46,640 : INFO : EPOCH 15 - PROGRESS: at 66.52% examples, 218006 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:47,644 : INFO : EPOCH 15 - PROGRESS: at 66.64% examples, 218006 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:48,646 : INFO : EPOCH 15 - PROGRESS: at 66.75% examples, 218014 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:49,673 : INFO : EPOCH 15 - PROGRESS: at 66.85% examples, 218011 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:50,773 : INFO : EPOCH 15 - PROGRESS: at 67.00% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:51,790 : INFO : EPOCH 15 - PROGRESS: at 67.12% examples, 218015 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:52,794 : INFO : EPOCH 15 - PROGRESS: at 67.23% examples, 218002 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:53,853 : INFO : EPOCH 15 - PROGRESS: at 67.33% examples, 218009 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:54,891 : INFO : EPOCH 15 - PROGRESS: at 67.46% examples, 218006 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:55,912 : INFO : EPOCH 15 - PROGRESS: at 67.57% examples, 218009 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:56,971 : INFO : EPOCH 15 - PROGRESS: at 67.70% examples, 218009 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:57,976 : INFO : EPOCH 15 - PROGRESS: at 67.82% examples, 218012 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:30:59,019 : INFO : EPOCH 15 - PROGRESS: at 67.95% examples, 218012 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:00,062 : INFO : EPOCH 15 - PROGRESS: at 68.07% examples, 217991 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:01,103 : INFO : EPOCH 15 - PROGRESS: at 68.20% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:02,115 : INFO : EPOCH 15 - PROGRESS: at 68.31% examples, 217990 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:03,128 : INFO : EPOCH 15 - PROGRESS: at 68.44% examples, 217968 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:04,131 : INFO : EPOCH 15 - PROGRESS: at 68.53% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:05,164 : INFO : EPOCH 15 - PROGRESS: at 68.64% examples, 217847 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:06,180 : INFO : EPOCH 15 - PROGRESS: at 68.77% examples, 217844 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:07,227 : INFO : EPOCH 15 - PROGRESS: at 68.89% examples, 217842 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:08,290 : INFO : EPOCH 15 - PROGRESS: at 69.02% examples, 217848 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:09,320 : INFO : EPOCH 15 - PROGRESS: at 69.12% examples, 217851 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:10,367 : INFO : EPOCH 15 - PROGRESS: at 69.22% examples, 217840 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:11,418 : INFO : EPOCH 15 - PROGRESS: at 69.34% examples, 217850 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:12,459 : INFO : EPOCH 15 - PROGRESS: at 69.45% examples, 217848 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:13,472 : INFO : EPOCH 15 - PROGRESS: at 69.57% examples, 217848 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:14,477 : INFO : EPOCH 15 - PROGRESS: at 69.68% examples, 217854 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:15,477 : INFO : EPOCH 15 - PROGRESS: at 69.79% examples, 217842 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:16,534 : INFO : EPOCH 15 - PROGRESS: at 69.90% examples, 217837 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:17,535 : INFO : EPOCH 15 - PROGRESS: at 70.04% examples, 217849 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:18,545 : INFO : EPOCH 15 - PROGRESS: at 70.16% examples, 217860 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:19,580 : INFO : EPOCH 15 - PROGRESS: at 70.29% examples, 217856 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:20,631 : INFO : EPOCH 15 - PROGRESS: at 70.41% examples, 217846 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:21,645 : INFO : EPOCH 15 - PROGRESS: at 70.53% examples, 217850 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:22,649 : INFO : EPOCH 15 - PROGRESS: at 70.65% examples, 217844 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:23,657 : INFO : EPOCH 15 - PROGRESS: at 70.78% examples, 217857 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:24,669 : INFO : EPOCH 15 - PROGRESS: at 70.89% examples, 217851 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:25,675 : INFO : EPOCH 15 - PROGRESS: at 71.02% examples, 217858 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:26,682 : INFO : EPOCH 15 - PROGRESS: at 71.14% examples, 217862 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:27,685 : INFO : EPOCH 15 - PROGRESS: at 71.25% examples, 217866 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:28,711 : INFO : EPOCH 15 - PROGRESS: at 71.36% examples, 217856 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:29,733 : INFO : EPOCH 15 - PROGRESS: at 71.48% examples, 217854 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:30,733 : INFO : EPOCH 15 - PROGRESS: at 71.61% examples, 217859 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:31,747 : INFO : EPOCH 15 - PROGRESS: at 71.74% examples, 217861 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:32,757 : INFO : EPOCH 15 - PROGRESS: at 71.87% examples, 217863 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:33,802 : INFO : EPOCH 15 - PROGRESS: at 71.99% examples, 217853 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:34,849 : INFO : EPOCH 15 - PROGRESS: at 72.11% examples, 217853 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:35,853 : INFO : EPOCH 15 - PROGRESS: at 72.22% examples, 217864 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:36,899 : INFO : EPOCH 15 - PROGRESS: at 72.35% examples, 217852 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:37,901 : INFO : EPOCH 15 - PROGRESS: at 72.46% examples, 217855 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:38,908 : INFO : EPOCH 15 - PROGRESS: at 72.57% examples, 217853 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:39,915 : INFO : EPOCH 15 - PROGRESS: at 72.69% examples, 217870 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:40,939 : INFO : EPOCH 15 - PROGRESS: at 72.79% examples, 217871 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:41,942 : INFO : EPOCH 15 - PROGRESS: at 72.90% examples, 217877 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:43,011 : INFO : EPOCH 15 - PROGRESS: at 73.02% examples, 217854 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:44,029 : INFO : EPOCH 15 - PROGRESS: at 73.13% examples, 217868 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:45,043 : INFO : EPOCH 15 - PROGRESS: at 73.27% examples, 217867 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:46,043 : INFO : EPOCH 15 - PROGRESS: at 73.37% examples, 217869 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:47,055 : INFO : EPOCH 15 - PROGRESS: at 73.49% examples, 217872 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:48,084 : INFO : EPOCH 15 - PROGRESS: at 73.61% examples, 217874 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:49,094 : INFO : EPOCH 15 - PROGRESS: at 73.73% examples, 217859 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:50,126 : INFO : EPOCH 15 - PROGRESS: at 73.84% examples, 217859 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:51,162 : INFO : EPOCH 15 - PROGRESS: at 73.97% examples, 217874 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:52,197 : INFO : EPOCH 15 - PROGRESS: at 74.08% examples, 217866 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:53,260 : INFO : EPOCH 15 - PROGRESS: at 74.23% examples, 217865 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:54,274 : INFO : EPOCH 15 - PROGRESS: at 74.35% examples, 217878 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:55,289 : INFO : EPOCH 15 - PROGRESS: at 74.47% examples, 217879 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:56,294 : INFO : EPOCH 15 - PROGRESS: at 74.58% examples, 217869 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:57,295 : INFO : EPOCH 15 - PROGRESS: at 74.70% examples, 217877 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:58,317 : INFO : EPOCH 15 - PROGRESS: at 74.81% examples, 217873 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:31:59,334 : INFO : EPOCH 15 - PROGRESS: at 74.93% examples, 217877 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:00,341 : INFO : EPOCH 15 - PROGRESS: at 75.05% examples, 217875 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:01,395 : INFO : EPOCH 15 - PROGRESS: at 75.19% examples, 217876 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:02,407 : INFO : EPOCH 15 - PROGRESS: at 75.31% examples, 217878 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:03,439 : INFO : EPOCH 15 - PROGRESS: at 75.43% examples, 217879 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:04,452 : INFO : EPOCH 15 - PROGRESS: at 75.55% examples, 217882 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:05,455 : INFO : EPOCH 15 - PROGRESS: at 75.67% examples, 217882 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:06,502 : INFO : EPOCH 15 - PROGRESS: at 75.81% examples, 217873 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:07,521 : INFO : EPOCH 15 - PROGRESS: at 75.93% examples, 217888 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:08,567 : INFO : EPOCH 15 - PROGRESS: at 76.05% examples, 217875 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:09,579 : INFO : EPOCH 15 - PROGRESS: at 76.17% examples, 217891 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:10,608 : INFO : EPOCH 15 - PROGRESS: at 76.29% examples, 217886 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:11,621 : INFO : EPOCH 15 - PROGRESS: at 76.40% examples, 217883 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:12,625 : INFO : EPOCH 15 - PROGRESS: at 76.52% examples, 217902 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:13,626 : INFO : EPOCH 15 - PROGRESS: at 76.62% examples, 217898 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:14,692 : INFO : EPOCH 15 - PROGRESS: at 76.75% examples, 217891 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:15,699 : INFO : EPOCH 15 - PROGRESS: at 76.88% examples, 217901 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:16,730 : INFO : EPOCH 15 - PROGRESS: at 76.98% examples, 217898 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:17,731 : INFO : EPOCH 15 - PROGRESS: at 77.09% examples, 217901 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:18,732 : INFO : EPOCH 15 - PROGRESS: at 77.23% examples, 217916 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:19,744 : INFO : EPOCH 15 - PROGRESS: at 77.34% examples, 217902 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:20,821 : INFO : EPOCH 15 - PROGRESS: at 77.47% examples, 217899 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:21,862 : INFO : EPOCH 15 - PROGRESS: at 77.58% examples, 217898 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:22,940 : INFO : EPOCH 15 - PROGRESS: at 77.70% examples, 217896 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:23,991 : INFO : EPOCH 15 - PROGRESS: at 77.82% examples, 217902 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:25,003 : INFO : EPOCH 15 - PROGRESS: at 77.93% examples, 217904 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:26,033 : INFO : EPOCH 15 - PROGRESS: at 78.07% examples, 217911 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:27,084 : INFO : EPOCH 15 - PROGRESS: at 78.17% examples, 217904 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:28,113 : INFO : EPOCH 15 - PROGRESS: at 78.32% examples, 217912 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:29,139 : INFO : EPOCH 15 - PROGRESS: at 78.43% examples, 217916 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:30,157 : INFO : EPOCH 15 - PROGRESS: at 78.53% examples, 217903 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:31,220 : INFO : EPOCH 15 - PROGRESS: at 78.65% examples, 217908 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:32,248 : INFO : EPOCH 15 - PROGRESS: at 78.77% examples, 217917 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:33,256 : INFO : EPOCH 15 - PROGRESS: at 78.87% examples, 217908 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:34,259 : INFO : EPOCH 15 - PROGRESS: at 78.98% examples, 217912 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:35,296 : INFO : EPOCH 15 - PROGRESS: at 79.11% examples, 217912 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:36,299 : INFO : EPOCH 15 - PROGRESS: at 79.22% examples, 217915 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:37,310 : INFO : EPOCH 15 - PROGRESS: at 79.34% examples, 217920 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:38,312 : INFO : EPOCH 15 - PROGRESS: at 79.49% examples, 217933 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:39,316 : INFO : EPOCH 15 - PROGRESS: at 79.59% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:40,322 : INFO : EPOCH 15 - PROGRESS: at 79.71% examples, 217926 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:41,343 : INFO : EPOCH 15 - PROGRESS: at 79.82% examples, 217917 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:42,385 : INFO : EPOCH 15 - PROGRESS: at 79.96% examples, 217925 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:43,416 : INFO : EPOCH 15 - PROGRESS: at 80.08% examples, 217918 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:44,472 : INFO : EPOCH 15 - PROGRESS: at 80.19% examples, 217915 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:45,482 : INFO : EPOCH 15 - PROGRESS: at 80.32% examples, 217916 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:46,512 : INFO : EPOCH 15 - PROGRESS: at 80.43% examples, 217916 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:47,538 : INFO : EPOCH 15 - PROGRESS: at 80.55% examples, 217919 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:48,565 : INFO : EPOCH 15 - PROGRESS: at 80.67% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:49,600 : INFO : EPOCH 15 - PROGRESS: at 80.81% examples, 217923 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:50,611 : INFO : EPOCH 15 - PROGRESS: at 80.92% examples, 217929 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:51,640 : INFO : EPOCH 15 - PROGRESS: at 81.07% examples, 217935 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:52,642 : INFO : EPOCH 15 - PROGRESS: at 81.19% examples, 217934 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:53,653 : INFO : EPOCH 15 - PROGRESS: at 81.30% examples, 217930 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:54,679 : INFO : EPOCH 15 - PROGRESS: at 81.41% examples, 217923 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:55,709 : INFO : EPOCH 15 - PROGRESS: at 81.53% examples, 217924 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:56,763 : INFO : EPOCH 15 - PROGRESS: at 81.66% examples, 217925 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:57,835 : INFO : EPOCH 15 - PROGRESS: at 81.77% examples, 217917 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:58,849 : INFO : EPOCH 15 - PROGRESS: at 81.90% examples, 217928 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:32:59,904 : INFO : EPOCH 15 - PROGRESS: at 82.02% examples, 217919 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:00,907 : INFO : EPOCH 15 - PROGRESS: at 82.12% examples, 217924 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:01,933 : INFO : EPOCH 15 - PROGRESS: at 82.22% examples, 217929 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:02,935 : INFO : EPOCH 15 - PROGRESS: at 82.35% examples, 217928 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:03,953 : INFO : EPOCH 15 - PROGRESS: at 82.48% examples, 217925 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:04,967 : INFO : EPOCH 15 - PROGRESS: at 82.61% examples, 217936 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:06,017 : INFO : EPOCH 15 - PROGRESS: at 82.73% examples, 217929 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:07,029 : INFO : EPOCH 15 - PROGRESS: at 82.85% examples, 217934 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:08,039 : INFO : EPOCH 15 - PROGRESS: at 82.97% examples, 217926 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:09,042 : INFO : EPOCH 15 - PROGRESS: at 83.09% examples, 217928 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:10,068 : INFO : EPOCH 15 - PROGRESS: at 83.21% examples, 217933 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:11,088 : INFO : EPOCH 15 - PROGRESS: at 83.33% examples, 217931 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:12,122 : INFO : EPOCH 15 - PROGRESS: at 83.45% examples, 217933 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:13,133 : INFO : EPOCH 15 - PROGRESS: at 83.56% examples, 217941 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:14,147 : INFO : EPOCH 15 - PROGRESS: at 83.66% examples, 217942 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:15,159 : INFO : EPOCH 15 - PROGRESS: at 83.79% examples, 217938 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:16,170 : INFO : EPOCH 15 - PROGRESS: at 83.91% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:17,207 : INFO : EPOCH 15 - PROGRESS: at 84.03% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:18,224 : INFO : EPOCH 15 - PROGRESS: at 84.15% examples, 217935 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:19,243 : INFO : EPOCH 15 - PROGRESS: at 84.27% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:20,300 : INFO : EPOCH 15 - PROGRESS: at 84.39% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:21,308 : INFO : EPOCH 15 - PROGRESS: at 84.50% examples, 217939 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:22,361 : INFO : EPOCH 15 - PROGRESS: at 84.62% examples, 217942 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:23,372 : INFO : EPOCH 15 - PROGRESS: at 84.75% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:24,435 : INFO : EPOCH 15 - PROGRESS: at 84.87% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:25,467 : INFO : EPOCH 15 - PROGRESS: at 84.99% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:26,508 : INFO : EPOCH 15 - PROGRESS: at 85.11% examples, 217941 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:27,521 : INFO : EPOCH 15 - PROGRESS: at 85.22% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:28,559 : INFO : EPOCH 15 - PROGRESS: at 85.33% examples, 217946 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:29,561 : INFO : EPOCH 15 - PROGRESS: at 85.46% examples, 217946 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:30,578 : INFO : EPOCH 15 - PROGRESS: at 85.58% examples, 217937 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:31,636 : INFO : EPOCH 15 - PROGRESS: at 85.71% examples, 217939 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:32,657 : INFO : EPOCH 15 - PROGRESS: at 85.83% examples, 217932 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:33,716 : INFO : EPOCH 15 - PROGRESS: at 85.95% examples, 217939 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:34,789 : INFO : EPOCH 15 - PROGRESS: at 86.08% examples, 217938 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:35,795 : INFO : EPOCH 15 - PROGRESS: at 86.20% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:36,803 : INFO : EPOCH 15 - PROGRESS: at 86.32% examples, 217947 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:37,864 : INFO : EPOCH 15 - PROGRESS: at 86.45% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:38,903 : INFO : EPOCH 15 - PROGRESS: at 86.56% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:39,943 : INFO : EPOCH 15 - PROGRESS: at 86.68% examples, 217945 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:40,985 : INFO : EPOCH 15 - PROGRESS: at 86.80% examples, 217937 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:42,027 : INFO : EPOCH 15 - PROGRESS: at 86.92% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:43,043 : INFO : EPOCH 15 - PROGRESS: at 87.03% examples, 217942 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:44,047 : INFO : EPOCH 15 - PROGRESS: at 87.15% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:45,068 : INFO : EPOCH 15 - PROGRESS: at 87.29% examples, 217954 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:46,098 : INFO : EPOCH 15 - PROGRESS: at 87.41% examples, 217945 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:47,099 : INFO : EPOCH 15 - PROGRESS: at 87.53% examples, 217956 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:48,111 : INFO : EPOCH 15 - PROGRESS: at 87.65% examples, 217950 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:49,137 : INFO : EPOCH 15 - PROGRESS: at 87.77% examples, 217956 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:50,149 : INFO : EPOCH 15 - PROGRESS: at 87.89% examples, 217957 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:51,177 : INFO : EPOCH 15 - PROGRESS: at 88.02% examples, 217954 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:52,185 : INFO : EPOCH 15 - PROGRESS: at 88.14% examples, 217962 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:53,213 : INFO : EPOCH 15 - PROGRESS: at 88.25% examples, 217953 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:54,222 : INFO : EPOCH 15 - PROGRESS: at 88.37% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:55,271 : INFO : EPOCH 15 - PROGRESS: at 88.51% examples, 217947 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:56,284 : INFO : EPOCH 15 - PROGRESS: at 88.63% examples, 217955 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:57,297 : INFO : EPOCH 15 - PROGRESS: at 88.74% examples, 217955 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:58,312 : INFO : EPOCH 15 - PROGRESS: at 88.87% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:33:59,313 : INFO : EPOCH 15 - PROGRESS: at 88.98% examples, 217950 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:00,350 : INFO : EPOCH 15 - PROGRESS: at 89.09% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:01,403 : INFO : EPOCH 15 - PROGRESS: at 89.21% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:02,423 : INFO : EPOCH 15 - PROGRESS: at 89.32% examples, 217947 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:03,438 : INFO : EPOCH 15 - PROGRESS: at 89.44% examples, 217953 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:04,453 : INFO : EPOCH 15 - PROGRESS: at 89.56% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:05,465 : INFO : EPOCH 15 - PROGRESS: at 89.68% examples, 217953 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:06,500 : INFO : EPOCH 15 - PROGRESS: at 89.81% examples, 217957 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:07,534 : INFO : EPOCH 15 - PROGRESS: at 89.93% examples, 217958 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:08,537 : INFO : EPOCH 15 - PROGRESS: at 90.05% examples, 217950 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:09,605 : INFO : EPOCH 15 - PROGRESS: at 90.18% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:10,635 : INFO : EPOCH 15 - PROGRESS: at 90.30% examples, 217957 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:11,651 : INFO : EPOCH 15 - PROGRESS: at 90.40% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:12,658 : INFO : EPOCH 15 - PROGRESS: at 90.49% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:13,699 : INFO : EPOCH 15 - PROGRESS: at 90.62% examples, 217955 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:14,734 : INFO : EPOCH 15 - PROGRESS: at 90.75% examples, 217963 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:15,751 : INFO : EPOCH 15 - PROGRESS: at 90.87% examples, 217966 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:16,799 : INFO : EPOCH 15 - PROGRESS: at 90.99% examples, 217955 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:17,822 : INFO : EPOCH 15 - PROGRESS: at 91.10% examples, 217957 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:18,856 : INFO : EPOCH 15 - PROGRESS: at 91.22% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:19,877 : INFO : EPOCH 15 - PROGRESS: at 91.36% examples, 217963 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:20,929 : INFO : EPOCH 15 - PROGRESS: at 91.47% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:21,937 : INFO : EPOCH 15 - PROGRESS: at 91.58% examples, 217963 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:22,964 : INFO : EPOCH 15 - PROGRESS: at 91.69% examples, 217958 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:24,006 : INFO : EPOCH 15 - PROGRESS: at 91.80% examples, 217962 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:25,043 : INFO : EPOCH 15 - PROGRESS: at 91.92% examples, 217966 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:26,104 : INFO : EPOCH 15 - PROGRESS: at 92.04% examples, 217960 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:27,115 : INFO : EPOCH 15 - PROGRESS: at 92.15% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:28,167 : INFO : EPOCH 15 - PROGRESS: at 92.30% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:29,244 : INFO : EPOCH 15 - PROGRESS: at 92.43% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:30,281 : INFO : EPOCH 15 - PROGRESS: at 92.54% examples, 217963 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:31,291 : INFO : EPOCH 15 - PROGRESS: at 92.66% examples, 217969 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:32,312 : INFO : EPOCH 15 - PROGRESS: at 92.77% examples, 217969 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:33,338 : INFO : EPOCH 15 - PROGRESS: at 92.88% examples, 217967 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:34,353 : INFO : EPOCH 15 - PROGRESS: at 92.99% examples, 217975 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:35,361 : INFO : EPOCH 15 - PROGRESS: at 93.08% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:36,365 : INFO : EPOCH 15 - PROGRESS: at 93.19% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:37,379 : INFO : EPOCH 15 - PROGRESS: at 93.29% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:38,405 : INFO : EPOCH 15 - PROGRESS: at 93.41% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:39,412 : INFO : EPOCH 15 - PROGRESS: at 93.54% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:40,421 : INFO : EPOCH 15 - PROGRESS: at 93.65% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:41,484 : INFO : EPOCH 15 - PROGRESS: at 93.78% examples, 217972 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:42,487 : INFO : EPOCH 15 - PROGRESS: at 93.90% examples, 217977 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:43,491 : INFO : EPOCH 15 - PROGRESS: at 94.00% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:44,503 : INFO : EPOCH 15 - PROGRESS: at 94.13% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:45,550 : INFO : EPOCH 15 - PROGRESS: at 94.25% examples, 217968 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:46,566 : INFO : EPOCH 15 - PROGRESS: at 94.37% examples, 217976 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:47,573 : INFO : EPOCH 15 - PROGRESS: at 94.48% examples, 217982 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:48,608 : INFO : EPOCH 15 - PROGRESS: at 94.62% examples, 217978 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:49,632 : INFO : EPOCH 15 - PROGRESS: at 94.72% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:50,682 : INFO : EPOCH 15 - PROGRESS: at 94.86% examples, 217977 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:51,684 : INFO : EPOCH 15 - PROGRESS: at 94.98% examples, 217984 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:52,746 : INFO : EPOCH 15 - PROGRESS: at 95.08% examples, 217972 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:53,771 : INFO : EPOCH 15 - PROGRESS: at 95.22% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:54,826 : INFO : EPOCH 15 - PROGRESS: at 95.31% examples, 217983 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:55,892 : INFO : EPOCH 15 - PROGRESS: at 95.43% examples, 217980 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:56,925 : INFO : EPOCH 15 - PROGRESS: at 95.55% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:58,022 : INFO : EPOCH 15 - PROGRESS: at 95.68% examples, 217978 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:34:59,038 : INFO : EPOCH 15 - PROGRESS: at 95.78% examples, 217982 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:00,073 : INFO : EPOCH 15 - PROGRESS: at 95.90% examples, 217986 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:01,089 : INFO : EPOCH 15 - PROGRESS: at 96.02% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:02,099 : INFO : EPOCH 15 - PROGRESS: at 96.16% examples, 217994 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:03,140 : INFO : EPOCH 15 - PROGRESS: at 96.26% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:04,187 : INFO : EPOCH 15 - PROGRESS: at 96.38% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:05,205 : INFO : EPOCH 15 - PROGRESS: at 96.50% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:06,262 : INFO : EPOCH 15 - PROGRESS: at 96.61% examples, 217978 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:07,269 : INFO : EPOCH 15 - PROGRESS: at 96.73% examples, 217991 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:08,317 : INFO : EPOCH 15 - PROGRESS: at 96.85% examples, 217990 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:09,345 : INFO : EPOCH 15 - PROGRESS: at 96.96% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:10,367 : INFO : EPOCH 15 - PROGRESS: at 97.08% examples, 217993 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:11,388 : INFO : EPOCH 15 - PROGRESS: at 97.20% examples, 217992 words/s, in_qsize 8, out_qsize 0
2020-07-16 22:35:12,403 : INFO : EPOCH 15 - PROGRESS: at 97.32% examples, 218002 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:13,407 : INFO : EPOCH 15 - PROGRESS: at 97.44% examples, 217998 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:14,469 : INFO : EPOCH 15 - PROGRESS: at 97.56% examples, 217984 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:15,541 : INFO : EPOCH 15 - PROGRESS: at 97.72% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:16,606 : INFO : EPOCH 15 - PROGRESS: at 97.85% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:17,613 : INFO : EPOCH 15 - PROGRESS: at 97.98% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:18,663 : INFO : EPOCH 15 - PROGRESS: at 98.11% examples, 217990 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:19,706 : INFO : EPOCH 15 - PROGRESS: at 98.23% examples, 217998 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:20,727 : INFO : EPOCH 15 - PROGRESS: at 98.34% examples, 217998 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:21,736 : INFO : EPOCH 15 - PROGRESS: at 98.45% examples, 217996 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:22,736 : INFO : EPOCH 15 - PROGRESS: at 98.58% examples, 217998 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:23,742 : INFO : EPOCH 15 - PROGRESS: at 98.69% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:24,769 : INFO : EPOCH 15 - PROGRESS: at 98.80% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:25,774 : INFO : EPOCH 15 - PROGRESS: at 98.91% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:26,783 : INFO : EPOCH 15 - PROGRESS: at 99.05% examples, 217999 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:27,788 : INFO : EPOCH 15 - PROGRESS: at 99.16% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:28,832 : INFO : EPOCH 15 - PROGRESS: at 99.27% examples, 217999 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:29,895 : INFO : EPOCH 15 - PROGRESS: at 99.41% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:30,907 : INFO : EPOCH 15 - PROGRESS: at 99.51% examples, 217995 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:31,945 : INFO : EPOCH 15 - PROGRESS: at 99.62% examples, 217981 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:32,988 : INFO : EPOCH 15 - PROGRESS: at 99.74% examples, 217969 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:34,065 : INFO : EPOCH 15 - PROGRESS: at 99.86% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:35,135 : INFO : EPOCH 15 - PROGRESS: at 99.95% examples, 217916 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:35,548 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 22:35:35,611 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 22:35:35,627 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 22:35:35,665 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 22:35:35,666 : INFO : EPOCH - 15 : training on 247361374 raw words (187345517 effective words) took 859.7s, 217910 effective words/s
2020-07-16 22:35:36,693 : INFO : EPOCH 16 - PROGRESS: at 0.11% examples, 182419 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:37,727 : INFO : EPOCH 16 - PROGRESS: at 0.22% examples, 202414 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:38,763 : INFO : EPOCH 16 - PROGRESS: at 0.34% examples, 206498 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:39,819 : INFO : EPOCH 16 - PROGRESS: at 0.46% examples, 209533 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:40,862 : INFO : EPOCH 16 - PROGRESS: at 0.60% examples, 211135 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:41,863 : INFO : EPOCH 16 - PROGRESS: at 0.73% examples, 213347 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:42,865 : INFO : EPOCH 16 - PROGRESS: at 0.86% examples, 214453 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:43,877 : INFO : EPOCH 16 - PROGRESS: at 0.97% examples, 213423 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:44,898 : INFO : EPOCH 16 - PROGRESS: at 1.08% examples, 214244 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:45,922 : INFO : EPOCH 16 - PROGRESS: at 1.20% examples, 214396 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:46,929 : INFO : EPOCH 16 - PROGRESS: at 1.32% examples, 215220 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:47,934 : INFO : EPOCH 16 - PROGRESS: at 1.44% examples, 215163 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:48,950 : INFO : EPOCH 16 - PROGRESS: at 1.56% examples, 215542 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:49,980 : INFO : EPOCH 16 - PROGRESS: at 1.67% examples, 215391 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:50,990 : INFO : EPOCH 16 - PROGRESS: at 1.78% examples, 216027 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:52,000 : INFO : EPOCH 16 - PROGRESS: at 1.91% examples, 215916 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:53,026 : INFO : EPOCH 16 - PROGRESS: at 2.04% examples, 216289 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:54,051 : INFO : EPOCH 16 - PROGRESS: at 2.15% examples, 215892 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:55,057 : INFO : EPOCH 16 - PROGRESS: at 2.29% examples, 216569 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:56,087 : INFO : EPOCH 16 - PROGRESS: at 2.39% examples, 216269 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:57,110 : INFO : EPOCH 16 - PROGRESS: at 2.51% examples, 216348 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:58,199 : INFO : EPOCH 16 - PROGRESS: at 2.63% examples, 216276 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:35:59,217 : INFO : EPOCH 16 - PROGRESS: at 2.73% examples, 216581 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:00,239 : INFO : EPOCH 16 - PROGRESS: at 2.84% examples, 216607 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:01,302 : INFO : EPOCH 16 - PROGRESS: at 2.95% examples, 216474 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:02,314 : INFO : EPOCH 16 - PROGRESS: at 3.05% examples, 216749 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:03,315 : INFO : EPOCH 16 - PROGRESS: at 3.18% examples, 216581 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:04,326 : INFO : EPOCH 16 - PROGRESS: at 3.29% examples, 216854 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:05,392 : INFO : EPOCH 16 - PROGRESS: at 3.44% examples, 216712 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:06,418 : INFO : EPOCH 16 - PROGRESS: at 3.54% examples, 216660 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:07,468 : INFO : EPOCH 16 - PROGRESS: at 3.68% examples, 216901 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:08,553 : INFO : EPOCH 16 - PROGRESS: at 3.80% examples, 216797 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:09,584 : INFO : EPOCH 16 - PROGRESS: at 3.93% examples, 217017 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:10,584 : INFO : EPOCH 16 - PROGRESS: at 4.05% examples, 216871 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:11,613 : INFO : EPOCH 16 - PROGRESS: at 4.18% examples, 217039 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:12,655 : INFO : EPOCH 16 - PROGRESS: at 4.29% examples, 217069 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:13,699 : INFO : EPOCH 16 - PROGRESS: at 4.42% examples, 217127 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:14,700 : INFO : EPOCH 16 - PROGRESS: at 4.55% examples, 217190 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:15,722 : INFO : EPOCH 16 - PROGRESS: at 4.64% examples, 217144 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:16,725 : INFO : EPOCH 16 - PROGRESS: at 4.77% examples, 217245 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:17,749 : INFO : EPOCH 16 - PROGRESS: at 4.90% examples, 217135 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:18,783 : INFO : EPOCH 16 - PROGRESS: at 5.03% examples, 217175 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:19,814 : INFO : EPOCH 16 - PROGRESS: at 5.16% examples, 217177 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:20,818 : INFO : EPOCH 16 - PROGRESS: at 5.27% examples, 217211 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:21,820 : INFO : EPOCH 16 - PROGRESS: at 5.39% examples, 217312 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:22,828 : INFO : EPOCH 16 - PROGRESS: at 5.52% examples, 217340 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:23,866 : INFO : EPOCH 16 - PROGRESS: at 5.64% examples, 217184 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:24,882 : INFO : EPOCH 16 - PROGRESS: at 5.75% examples, 217340 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:25,884 : INFO : EPOCH 16 - PROGRESS: at 5.85% examples, 217276 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:26,895 : INFO : EPOCH 16 - PROGRESS: at 5.98% examples, 217422 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:27,965 : INFO : EPOCH 16 - PROGRESS: at 6.10% examples, 217239 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:28,983 : INFO : EPOCH 16 - PROGRESS: at 6.23% examples, 217376 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:29,983 : INFO : EPOCH 16 - PROGRESS: at 6.35% examples, 217382 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:30,997 : INFO : EPOCH 16 - PROGRESS: at 6.46% examples, 217445 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:32,058 : INFO : EPOCH 16 - PROGRESS: at 6.56% examples, 217376 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:33,128 : INFO : EPOCH 16 - PROGRESS: at 6.68% examples, 217351 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:34,151 : INFO : EPOCH 16 - PROGRESS: at 6.81% examples, 217490 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:35,251 : INFO : EPOCH 16 - PROGRESS: at 6.92% examples, 217336 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:36,260 : INFO : EPOCH 16 - PROGRESS: at 7.05% examples, 217510 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:37,287 : INFO : EPOCH 16 - PROGRESS: at 7.16% examples, 217403 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:38,350 : INFO : EPOCH 16 - PROGRESS: at 7.29% examples, 217465 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:39,407 : INFO : EPOCH 16 - PROGRESS: at 7.39% examples, 217387 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:40,488 : INFO : EPOCH 16 - PROGRESS: at 7.53% examples, 217395 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:41,507 : INFO : EPOCH 16 - PROGRESS: at 7.64% examples, 217418 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:42,563 : INFO : EPOCH 16 - PROGRESS: at 7.76% examples, 217383 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:43,606 : INFO : EPOCH 16 - PROGRESS: at 7.88% examples, 217415 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:44,639 : INFO : EPOCH 16 - PROGRESS: at 7.99% examples, 217465 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:45,661 : INFO : EPOCH 16 - PROGRESS: at 8.12% examples, 217459 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:46,677 : INFO : EPOCH 16 - PROGRESS: at 8.22% examples, 217483 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:47,709 : INFO : EPOCH 16 - PROGRESS: at 8.35% examples, 217535 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:48,712 : INFO : EPOCH 16 - PROGRESS: at 8.46% examples, 217592 words/s, in_qsize 8, out_qsize 0
2020-07-16 22:36:49,739 : INFO : EPOCH 16 - PROGRESS: at 8.58% examples, 217527 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:50,782 : INFO : EPOCH 16 - PROGRESS: at 8.73% examples, 217529 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:51,790 : INFO : EPOCH 16 - PROGRESS: at 8.86% examples, 217532 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:52,823 : INFO : EPOCH 16 - PROGRESS: at 8.96% examples, 217546 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:53,836 : INFO : EPOCH 16 - PROGRESS: at 9.07% examples, 217586 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:54,848 : INFO : EPOCH 16 - PROGRESS: at 9.19% examples, 217499 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:55,855 : INFO : EPOCH 16 - PROGRESS: at 9.30% examples, 217542 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:56,860 : INFO : EPOCH 16 - PROGRESS: at 9.42% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:57,921 : INFO : EPOCH 16 - PROGRESS: at 9.55% examples, 217560 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:58,932 : INFO : EPOCH 16 - PROGRESS: at 9.66% examples, 217604 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:36:59,949 : INFO : EPOCH 16 - PROGRESS: at 9.77% examples, 217536 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:00,985 : INFO : EPOCH 16 - PROGRESS: at 9.90% examples, 217609 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:02,049 : INFO : EPOCH 16 - PROGRESS: at 10.02% examples, 217547 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:03,055 : INFO : EPOCH 16 - PROGRESS: at 10.14% examples, 217698 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:04,140 : INFO : EPOCH 16 - PROGRESS: at 10.24% examples, 217520 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:05,154 : INFO : EPOCH 16 - PROGRESS: at 10.34% examples, 217619 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:06,171 : INFO : EPOCH 16 - PROGRESS: at 10.46% examples, 217538 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:07,199 : INFO : EPOCH 16 - PROGRESS: at 10.61% examples, 217568 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:08,248 : INFO : EPOCH 16 - PROGRESS: at 10.75% examples, 217568 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:09,294 : INFO : EPOCH 16 - PROGRESS: at 10.86% examples, 217587 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:10,313 : INFO : EPOCH 16 - PROGRESS: at 10.97% examples, 217609 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:11,315 : INFO : EPOCH 16 - PROGRESS: at 11.10% examples, 217593 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:12,317 : INFO : EPOCH 16 - PROGRESS: at 11.22% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:13,324 : INFO : EPOCH 16 - PROGRESS: at 11.31% examples, 217637 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:14,330 : INFO : EPOCH 16 - PROGRESS: at 11.43% examples, 217594 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:15,372 : INFO : EPOCH 16 - PROGRESS: at 11.55% examples, 217609 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:16,386 : INFO : EPOCH 16 - PROGRESS: at 11.68% examples, 217613 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:17,401 : INFO : EPOCH 16 - PROGRESS: at 11.79% examples, 217666 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:18,419 : INFO : EPOCH 16 - PROGRESS: at 11.92% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:19,421 : INFO : EPOCH 16 - PROGRESS: at 12.02% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:20,432 : INFO : EPOCH 16 - PROGRESS: at 12.14% examples, 217721 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:21,466 : INFO : EPOCH 16 - PROGRESS: at 12.26% examples, 217666 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:22,467 : INFO : EPOCH 16 - PROGRESS: at 12.37% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:23,475 : INFO : EPOCH 16 - PROGRESS: at 12.49% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:24,558 : INFO : EPOCH 16 - PROGRESS: at 12.60% examples, 217610 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:25,584 : INFO : EPOCH 16 - PROGRESS: at 12.71% examples, 217633 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:26,666 : INFO : EPOCH 16 - PROGRESS: at 12.84% examples, 217617 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:27,681 : INFO : EPOCH 16 - PROGRESS: at 12.96% examples, 217660 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:28,758 : INFO : EPOCH 16 - PROGRESS: at 13.06% examples, 217646 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:29,786 : INFO : EPOCH 16 - PROGRESS: at 13.19% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:30,800 : INFO : EPOCH 16 - PROGRESS: at 13.31% examples, 217680 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:31,816 : INFO : EPOCH 16 - PROGRESS: at 13.42% examples, 217649 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:32,886 : INFO : EPOCH 16 - PROGRESS: at 13.55% examples, 217669 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:33,960 : INFO : EPOCH 16 - PROGRESS: at 13.67% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:34,967 : INFO : EPOCH 16 - PROGRESS: at 13.79% examples, 217697 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:36,068 : INFO : EPOCH 16 - PROGRESS: at 13.90% examples, 217635 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:37,143 : INFO : EPOCH 16 - PROGRESS: at 14.03% examples, 217645 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:38,147 : INFO : EPOCH 16 - PROGRESS: at 14.18% examples, 217727 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:39,156 : INFO : EPOCH 16 - PROGRESS: at 14.29% examples, 217694 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:40,175 : INFO : EPOCH 16 - PROGRESS: at 14.43% examples, 217706 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:41,238 : INFO : EPOCH 16 - PROGRESS: at 14.54% examples, 217693 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:42,265 : INFO : EPOCH 16 - PROGRESS: at 14.68% examples, 217728 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:43,292 : INFO : EPOCH 16 - PROGRESS: at 14.78% examples, 217682 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:44,296 : INFO : EPOCH 16 - PROGRESS: at 14.88% examples, 217698 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:45,317 : INFO : EPOCH 16 - PROGRESS: at 15.01% examples, 217700 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:46,323 : INFO : EPOCH 16 - PROGRESS: at 15.12% examples, 217673 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:47,328 : INFO : EPOCH 16 - PROGRESS: at 15.24% examples, 217739 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:48,348 : INFO : EPOCH 16 - PROGRESS: at 15.36% examples, 217741 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:49,381 : INFO : EPOCH 16 - PROGRESS: at 15.49% examples, 217708 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:50,416 : INFO : EPOCH 16 - PROGRESS: at 15.61% examples, 217740 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:51,428 : INFO : EPOCH 16 - PROGRESS: at 15.73% examples, 217720 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:52,435 : INFO : EPOCH 16 - PROGRESS: at 15.87% examples, 217719 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:53,450 : INFO : EPOCH 16 - PROGRESS: at 15.99% examples, 217719 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:54,478 : INFO : EPOCH 16 - PROGRESS: at 16.11% examples, 217733 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:55,504 : INFO : EPOCH 16 - PROGRESS: at 16.23% examples, 217731 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:56,567 : INFO : EPOCH 16 - PROGRESS: at 16.37% examples, 217727 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:57,571 : INFO : EPOCH 16 - PROGRESS: at 16.50% examples, 217771 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:58,615 : INFO : EPOCH 16 - PROGRESS: at 16.62% examples, 217742 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:37:59,633 : INFO : EPOCH 16 - PROGRESS: at 16.75% examples, 217771 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:00,743 : INFO : EPOCH 16 - PROGRESS: at 16.86% examples, 217696 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:01,765 : INFO : EPOCH 16 - PROGRESS: at 16.97% examples, 217731 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:02,783 : INFO : EPOCH 16 - PROGRESS: at 17.08% examples, 217754 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:03,785 : INFO : EPOCH 16 - PROGRESS: at 17.19% examples, 217771 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:04,800 : INFO : EPOCH 16 - PROGRESS: at 17.31% examples, 217734 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:05,818 : INFO : EPOCH 16 - PROGRESS: at 17.44% examples, 217769 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:06,829 : INFO : EPOCH 16 - PROGRESS: at 17.56% examples, 217790 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:07,833 : INFO : EPOCH 16 - PROGRESS: at 17.65% examples, 217752 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:08,853 : INFO : EPOCH 16 - PROGRESS: at 17.79% examples, 217781 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:09,880 : INFO : EPOCH 16 - PROGRESS: at 17.89% examples, 217743 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:10,905 : INFO : EPOCH 16 - PROGRESS: at 18.02% examples, 217777 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:11,911 : INFO : EPOCH 16 - PROGRESS: at 18.14% examples, 217762 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:12,934 : INFO : EPOCH 16 - PROGRESS: at 18.23% examples, 217755 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:13,954 : INFO : EPOCH 16 - PROGRESS: at 18.34% examples, 217768 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:15,009 : INFO : EPOCH 16 - PROGRESS: at 18.47% examples, 217742 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:16,088 : INFO : EPOCH 16 - PROGRESS: at 18.58% examples, 217749 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:17,106 : INFO : EPOCH 16 - PROGRESS: at 18.71% examples, 217773 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:18,128 : INFO : EPOCH 16 - PROGRESS: at 18.83% examples, 217792 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:19,140 : INFO : EPOCH 16 - PROGRESS: at 18.93% examples, 217765 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:20,149 : INFO : EPOCH 16 - PROGRESS: at 19.06% examples, 217758 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:21,150 : INFO : EPOCH 16 - PROGRESS: at 19.18% examples, 217781 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:22,162 : INFO : EPOCH 16 - PROGRESS: at 19.31% examples, 217773 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:23,170 : INFO : EPOCH 16 - PROGRESS: at 19.41% examples, 217769 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:24,174 : INFO : EPOCH 16 - PROGRESS: at 19.54% examples, 217763 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:25,201 : INFO : EPOCH 16 - PROGRESS: at 19.66% examples, 217805 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:26,227 : INFO : EPOCH 16 - PROGRESS: at 19.78% examples, 217795 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:27,235 : INFO : EPOCH 16 - PROGRESS: at 19.90% examples, 217816 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:28,260 : INFO : EPOCH 16 - PROGRESS: at 20.04% examples, 217777 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:29,339 : INFO : EPOCH 16 - PROGRESS: at 20.18% examples, 217748 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:30,357 : INFO : EPOCH 16 - PROGRESS: at 20.29% examples, 217770 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:31,390 : INFO : EPOCH 16 - PROGRESS: at 20.41% examples, 217753 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:32,421 : INFO : EPOCH 16 - PROGRESS: at 20.54% examples, 217754 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:33,470 : INFO : EPOCH 16 - PROGRESS: at 20.67% examples, 217751 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:34,486 : INFO : EPOCH 16 - PROGRESS: at 20.79% examples, 217792 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:35,513 : INFO : EPOCH 16 - PROGRESS: at 20.90% examples, 217761 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:36,524 : INFO : EPOCH 16 - PROGRESS: at 21.03% examples, 217791 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:37,543 : INFO : EPOCH 16 - PROGRESS: at 21.15% examples, 217807 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:38,578 : INFO : EPOCH 16 - PROGRESS: at 21.27% examples, 217811 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:39,608 : INFO : EPOCH 16 - PROGRESS: at 21.38% examples, 217802 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:40,609 : INFO : EPOCH 16 - PROGRESS: at 21.51% examples, 217800 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:41,615 : INFO : EPOCH 16 - PROGRESS: at 21.64% examples, 217831 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:42,618 : INFO : EPOCH 16 - PROGRESS: at 21.75% examples, 217812 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:43,624 : INFO : EPOCH 16 - PROGRESS: at 21.89% examples, 217776 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:44,656 : INFO : EPOCH 16 - PROGRESS: at 22.00% examples, 217775 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:45,700 : INFO : EPOCH 16 - PROGRESS: at 22.11% examples, 217779 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:46,744 : INFO : EPOCH 16 - PROGRESS: at 22.23% examples, 217802 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:47,799 : INFO : EPOCH 16 - PROGRESS: at 22.34% examples, 217804 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:48,824 : INFO : EPOCH 16 - PROGRESS: at 22.47% examples, 217823 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:49,848 : INFO : EPOCH 16 - PROGRESS: at 22.58% examples, 217774 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:50,892 : INFO : EPOCH 16 - PROGRESS: at 22.69% examples, 217802 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:51,902 : INFO : EPOCH 16 - PROGRESS: at 22.81% examples, 217802 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:52,906 : INFO : EPOCH 16 - PROGRESS: at 22.93% examples, 217802 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:53,934 : INFO : EPOCH 16 - PROGRESS: at 23.05% examples, 217806 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:54,954 : INFO : EPOCH 16 - PROGRESS: at 23.18% examples, 217826 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:55,960 : INFO : EPOCH 16 - PROGRESS: at 23.29% examples, 217806 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:57,028 : INFO : EPOCH 16 - PROGRESS: at 23.41% examples, 217788 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:58,081 : INFO : EPOCH 16 - PROGRESS: at 23.54% examples, 217818 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:38:59,113 : INFO : EPOCH 16 - PROGRESS: at 23.66% examples, 217809 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:00,131 : INFO : EPOCH 16 - PROGRESS: at 23.77% examples, 217785 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:01,141 : INFO : EPOCH 16 - PROGRESS: at 23.88% examples, 217811 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:02,172 : INFO : EPOCH 16 - PROGRESS: at 24.00% examples, 217818 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:03,191 : INFO : EPOCH 16 - PROGRESS: at 24.12% examples, 217812 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:04,210 : INFO : EPOCH 16 - PROGRESS: at 24.24% examples, 217825 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:05,256 : INFO : EPOCH 16 - PROGRESS: at 24.38% examples, 217809 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:06,261 : INFO : EPOCH 16 - PROGRESS: at 24.52% examples, 217834 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:07,265 : INFO : EPOCH 16 - PROGRESS: at 24.64% examples, 217870 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:08,288 : INFO : EPOCH 16 - PROGRESS: at 24.74% examples, 217835 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:09,312 : INFO : EPOCH 16 - PROGRESS: at 24.87% examples, 217817 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:10,315 : INFO : EPOCH 16 - PROGRESS: at 25.00% examples, 217857 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:11,321 : INFO : EPOCH 16 - PROGRESS: at 25.13% examples, 217845 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:12,387 : INFO : EPOCH 16 - PROGRESS: at 25.26% examples, 217831 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:13,395 : INFO : EPOCH 16 - PROGRESS: at 25.38% examples, 217822 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:14,419 : INFO : EPOCH 16 - PROGRESS: at 25.49% examples, 217847 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:15,440 : INFO : EPOCH 16 - PROGRESS: at 25.60% examples, 217827 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:16,469 : INFO : EPOCH 16 - PROGRESS: at 25.73% examples, 217846 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:17,476 : INFO : EPOCH 16 - PROGRESS: at 25.85% examples, 217838 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:18,499 : INFO : EPOCH 16 - PROGRESS: at 25.97% examples, 217841 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:19,539 : INFO : EPOCH 16 - PROGRESS: at 26.10% examples, 217834 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:20,566 : INFO : EPOCH 16 - PROGRESS: at 26.22% examples, 217837 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:21,582 : INFO : EPOCH 16 - PROGRESS: at 26.35% examples, 217856 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:22,626 : INFO : EPOCH 16 - PROGRESS: at 26.47% examples, 217833 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:23,637 : INFO : EPOCH 16 - PROGRESS: at 26.60% examples, 217835 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:24,637 : INFO : EPOCH 16 - PROGRESS: at 26.74% examples, 217863 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:25,650 : INFO : EPOCH 16 - PROGRESS: at 26.83% examples, 217875 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:26,660 : INFO : EPOCH 16 - PROGRESS: at 26.95% examples, 217854 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:27,691 : INFO : EPOCH 16 - PROGRESS: at 27.09% examples, 217866 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:28,762 : INFO : EPOCH 16 - PROGRESS: at 27.22% examples, 217835 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:29,794 : INFO : EPOCH 16 - PROGRESS: at 27.33% examples, 217829 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:30,804 : INFO : EPOCH 16 - PROGRESS: at 27.45% examples, 217865 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:31,811 : INFO : EPOCH 16 - PROGRESS: at 27.57% examples, 217855 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:32,888 : INFO : EPOCH 16 - PROGRESS: at 27.69% examples, 217836 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:33,903 : INFO : EPOCH 16 - PROGRESS: at 27.82% examples, 217884 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:34,914 : INFO : EPOCH 16 - PROGRESS: at 27.93% examples, 217874 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:35,961 : INFO : EPOCH 16 - PROGRESS: at 28.03% examples, 217846 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:36,963 : INFO : EPOCH 16 - PROGRESS: at 28.15% examples, 217863 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:37,984 : INFO : EPOCH 16 - PROGRESS: at 28.27% examples, 217872 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:38,995 : INFO : EPOCH 16 - PROGRESS: at 28.40% examples, 217872 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:40,017 : INFO : EPOCH 16 - PROGRESS: at 28.52% examples, 217853 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:41,074 : INFO : EPOCH 16 - PROGRESS: at 28.63% examples, 217826 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:42,074 : INFO : EPOCH 16 - PROGRESS: at 28.75% examples, 217879 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:43,140 : INFO : EPOCH 16 - PROGRESS: at 28.87% examples, 217838 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:44,145 : INFO : EPOCH 16 - PROGRESS: at 28.98% examples, 217844 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:45,158 : INFO : EPOCH 16 - PROGRESS: at 29.09% examples, 217839 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:46,173 : INFO : EPOCH 16 - PROGRESS: at 29.21% examples, 217882 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:47,196 : INFO : EPOCH 16 - PROGRESS: at 29.33% examples, 217876 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:48,205 : INFO : EPOCH 16 - PROGRESS: at 29.43% examples, 217895 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:49,224 : INFO : EPOCH 16 - PROGRESS: at 29.55% examples, 217877 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:50,236 : INFO : EPOCH 16 - PROGRESS: at 29.68% examples, 217869 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:51,256 : INFO : EPOCH 16 - PROGRESS: at 29.79% examples, 217852 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:52,314 : INFO : EPOCH 16 - PROGRESS: at 29.90% examples, 217860 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:53,317 : INFO : EPOCH 16 - PROGRESS: at 30.02% examples, 217862 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:54,340 : INFO : EPOCH 16 - PROGRESS: at 30.13% examples, 217867 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:55,347 : INFO : EPOCH 16 - PROGRESS: at 30.23% examples, 217869 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:56,358 : INFO : EPOCH 16 - PROGRESS: at 30.35% examples, 217875 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:57,394 : INFO : EPOCH 16 - PROGRESS: at 30.47% examples, 217854 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:58,430 : INFO : EPOCH 16 - PROGRESS: at 30.59% examples, 217847 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:39:59,441 : INFO : EPOCH 16 - PROGRESS: at 30.70% examples, 217875 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:00,484 : INFO : EPOCH 16 - PROGRESS: at 30.84% examples, 217866 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:01,502 : INFO : EPOCH 16 - PROGRESS: at 30.97% examples, 217867 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:02,519 : INFO : EPOCH 16 - PROGRESS: at 31.07% examples, 217828 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:03,598 : INFO : EPOCH 16 - PROGRESS: at 31.20% examples, 217777 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:04,601 : INFO : EPOCH 16 - PROGRESS: at 31.35% examples, 217780 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:05,631 : INFO : EPOCH 16 - PROGRESS: at 31.45% examples, 217660 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:06,686 : INFO : EPOCH 16 - PROGRESS: at 31.55% examples, 217524 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:07,691 : INFO : EPOCH 16 - PROGRESS: at 31.68% examples, 217518 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:08,739 : INFO : EPOCH 16 - PROGRESS: at 31.80% examples, 217481 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:09,742 : INFO : EPOCH 16 - PROGRESS: at 31.90% examples, 217514 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:10,746 : INFO : EPOCH 16 - PROGRESS: at 32.01% examples, 217519 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:11,754 : INFO : EPOCH 16 - PROGRESS: at 32.12% examples, 217505 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:12,766 : INFO : EPOCH 16 - PROGRESS: at 32.24% examples, 217506 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:13,816 : INFO : EPOCH 16 - PROGRESS: at 32.35% examples, 217503 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:14,854 : INFO : EPOCH 16 - PROGRESS: at 32.48% examples, 217509 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:15,857 : INFO : EPOCH 16 - PROGRESS: at 32.59% examples, 217523 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:16,882 : INFO : EPOCH 16 - PROGRESS: at 32.70% examples, 217518 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:17,883 : INFO : EPOCH 16 - PROGRESS: at 32.81% examples, 217532 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:18,979 : INFO : EPOCH 16 - PROGRESS: at 32.93% examples, 217495 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:19,993 : INFO : EPOCH 16 - PROGRESS: at 33.05% examples, 217519 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:21,033 : INFO : EPOCH 16 - PROGRESS: at 33.17% examples, 217514 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:22,042 : INFO : EPOCH 16 - PROGRESS: at 33.29% examples, 217539 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:23,053 : INFO : EPOCH 16 - PROGRESS: at 33.40% examples, 217547 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:24,097 : INFO : EPOCH 16 - PROGRESS: at 33.52% examples, 217507 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:25,100 : INFO : EPOCH 16 - PROGRESS: at 33.63% examples, 217532 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:26,112 : INFO : EPOCH 16 - PROGRESS: at 33.75% examples, 217523 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:27,115 : INFO : EPOCH 16 - PROGRESS: at 33.87% examples, 217520 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:28,161 : INFO : EPOCH 16 - PROGRESS: at 33.99% examples, 217516 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:29,168 : INFO : EPOCH 16 - PROGRESS: at 34.12% examples, 217532 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:30,173 : INFO : EPOCH 16 - PROGRESS: at 34.24% examples, 217515 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:31,200 : INFO : EPOCH 16 - PROGRESS: at 34.37% examples, 217510 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:32,218 : INFO : EPOCH 16 - PROGRESS: at 34.49% examples, 217522 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:33,225 : INFO : EPOCH 16 - PROGRESS: at 34.60% examples, 217533 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:34,253 : INFO : EPOCH 16 - PROGRESS: at 34.72% examples, 217531 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:35,266 : INFO : EPOCH 16 - PROGRESS: at 34.82% examples, 217530 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:36,288 : INFO : EPOCH 16 - PROGRESS: at 34.96% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:37,301 : INFO : EPOCH 16 - PROGRESS: at 35.06% examples, 217525 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:38,314 : INFO : EPOCH 16 - PROGRESS: at 35.19% examples, 217530 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:39,320 : INFO : EPOCH 16 - PROGRESS: at 35.31% examples, 217541 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:40,348 : INFO : EPOCH 16 - PROGRESS: at 35.43% examples, 217533 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:41,359 : INFO : EPOCH 16 - PROGRESS: at 35.54% examples, 217529 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:42,391 : INFO : EPOCH 16 - PROGRESS: at 35.65% examples, 217538 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:43,398 : INFO : EPOCH 16 - PROGRESS: at 35.77% examples, 217547 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:44,440 : INFO : EPOCH 16 - PROGRESS: at 35.89% examples, 217523 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:45,458 : INFO : EPOCH 16 - PROGRESS: at 36.02% examples, 217525 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:46,490 : INFO : EPOCH 16 - PROGRESS: at 36.15% examples, 217540 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:47,548 : INFO : EPOCH 16 - PROGRESS: at 36.27% examples, 217528 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:48,579 : INFO : EPOCH 16 - PROGRESS: at 36.39% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:49,593 : INFO : EPOCH 16 - PROGRESS: at 36.52% examples, 217563 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:50,616 : INFO : EPOCH 16 - PROGRESS: at 36.64% examples, 217540 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:51,632 : INFO : EPOCH 16 - PROGRESS: at 36.78% examples, 217560 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:52,673 : INFO : EPOCH 16 - PROGRESS: at 36.91% examples, 217532 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:53,721 : INFO : EPOCH 16 - PROGRESS: at 37.05% examples, 217547 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:54,804 : INFO : EPOCH 16 - PROGRESS: at 37.17% examples, 217549 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:55,853 : INFO : EPOCH 16 - PROGRESS: at 37.28% examples, 217551 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:56,891 : INFO : EPOCH 16 - PROGRESS: at 37.41% examples, 217538 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:57,891 : INFO : EPOCH 16 - PROGRESS: at 37.53% examples, 217555 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:58,896 : INFO : EPOCH 16 - PROGRESS: at 37.65% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:40:59,932 : INFO : EPOCH 16 - PROGRESS: at 37.78% examples, 217558 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:00,940 : INFO : EPOCH 16 - PROGRESS: at 37.89% examples, 217571 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:01,954 : INFO : EPOCH 16 - PROGRESS: at 38.00% examples, 217581 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:02,967 : INFO : EPOCH 16 - PROGRESS: at 38.12% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:04,007 : INFO : EPOCH 16 - PROGRESS: at 38.22% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:05,020 : INFO : EPOCH 16 - PROGRESS: at 38.36% examples, 217571 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:06,022 : INFO : EPOCH 16 - PROGRESS: at 38.48% examples, 217569 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:07,046 : INFO : EPOCH 16 - PROGRESS: at 38.58% examples, 217565 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:08,080 : INFO : EPOCH 16 - PROGRESS: at 38.71% examples, 217562 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:09,094 : INFO : EPOCH 16 - PROGRESS: at 38.81% examples, 217560 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:10,105 : INFO : EPOCH 16 - PROGRESS: at 38.94% examples, 217565 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:11,107 : INFO : EPOCH 16 - PROGRESS: at 39.05% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:12,150 : INFO : EPOCH 16 - PROGRESS: at 39.18% examples, 217560 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:13,191 : INFO : EPOCH 16 - PROGRESS: at 39.29% examples, 217572 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:14,258 : INFO : EPOCH 16 - PROGRESS: at 39.42% examples, 217546 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:15,262 : INFO : EPOCH 16 - PROGRESS: at 39.52% examples, 217585 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:16,294 : INFO : EPOCH 16 - PROGRESS: at 39.65% examples, 217567 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:17,301 : INFO : EPOCH 16 - PROGRESS: at 39.77% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:18,320 : INFO : EPOCH 16 - PROGRESS: at 39.89% examples, 217576 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:19,401 : INFO : EPOCH 16 - PROGRESS: at 40.01% examples, 217573 words/s, in_qsize 8, out_qsize 0
2020-07-16 22:41:20,427 : INFO : EPOCH 16 - PROGRESS: at 40.13% examples, 217578 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:21,431 : INFO : EPOCH 16 - PROGRESS: at 40.24% examples, 217590 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:22,436 : INFO : EPOCH 16 - PROGRESS: at 40.36% examples, 217594 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:23,446 : INFO : EPOCH 16 - PROGRESS: at 40.48% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:24,447 : INFO : EPOCH 16 - PROGRESS: at 40.60% examples, 217604 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:25,464 : INFO : EPOCH 16 - PROGRESS: at 40.72% examples, 217587 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:26,482 : INFO : EPOCH 16 - PROGRESS: at 40.83% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:27,558 : INFO : EPOCH 16 - PROGRESS: at 40.96% examples, 217565 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:28,565 : INFO : EPOCH 16 - PROGRESS: at 41.08% examples, 217594 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:29,567 : INFO : EPOCH 16 - PROGRESS: at 41.19% examples, 217603 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:30,607 : INFO : EPOCH 16 - PROGRESS: at 41.32% examples, 217573 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:31,670 : INFO : EPOCH 16 - PROGRESS: at 41.42% examples, 217572 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:32,777 : INFO : EPOCH 16 - PROGRESS: at 41.55% examples, 217568 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:33,801 : INFO : EPOCH 16 - PROGRESS: at 41.68% examples, 217583 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:34,823 : INFO : EPOCH 16 - PROGRESS: at 41.79% examples, 217583 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:35,875 : INFO : EPOCH 16 - PROGRESS: at 41.92% examples, 217572 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:36,885 : INFO : EPOCH 16 - PROGRESS: at 42.05% examples, 217591 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:37,947 : INFO : EPOCH 16 - PROGRESS: at 42.18% examples, 217587 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:39,031 : INFO : EPOCH 16 - PROGRESS: at 42.30% examples, 217580 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:40,077 : INFO : EPOCH 16 - PROGRESS: at 42.43% examples, 217587 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:41,107 : INFO : EPOCH 16 - PROGRESS: at 42.54% examples, 217604 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:42,154 : INFO : EPOCH 16 - PROGRESS: at 42.67% examples, 217589 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:43,209 : INFO : EPOCH 16 - PROGRESS: at 42.80% examples, 217589 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:44,249 : INFO : EPOCH 16 - PROGRESS: at 42.91% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:45,279 : INFO : EPOCH 16 - PROGRESS: at 43.03% examples, 217583 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:46,328 : INFO : EPOCH 16 - PROGRESS: at 43.14% examples, 217598 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:47,350 : INFO : EPOCH 16 - PROGRESS: at 43.25% examples, 217589 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:48,381 : INFO : EPOCH 16 - PROGRESS: at 43.37% examples, 217607 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:49,394 : INFO : EPOCH 16 - PROGRESS: at 43.49% examples, 217597 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:50,409 : INFO : EPOCH 16 - PROGRESS: at 43.62% examples, 217612 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:51,440 : INFO : EPOCH 16 - PROGRESS: at 43.73% examples, 217605 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:52,452 : INFO : EPOCH 16 - PROGRESS: at 43.84% examples, 217605 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:53,465 : INFO : EPOCH 16 - PROGRESS: at 43.96% examples, 217619 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:54,506 : INFO : EPOCH 16 - PROGRESS: at 44.06% examples, 217602 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:55,526 : INFO : EPOCH 16 - PROGRESS: at 44.18% examples, 217612 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:56,532 : INFO : EPOCH 16 - PROGRESS: at 44.29% examples, 217601 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:57,592 : INFO : EPOCH 16 - PROGRESS: at 44.41% examples, 217606 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:58,618 : INFO : EPOCH 16 - PROGRESS: at 44.53% examples, 217594 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:41:59,642 : INFO : EPOCH 16 - PROGRESS: at 44.65% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:00,656 : INFO : EPOCH 16 - PROGRESS: at 44.77% examples, 217613 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:01,676 : INFO : EPOCH 16 - PROGRESS: at 44.87% examples, 217607 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:02,711 : INFO : EPOCH 16 - PROGRESS: at 45.00% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:03,724 : INFO : EPOCH 16 - PROGRESS: at 45.12% examples, 217620 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:04,749 : INFO : EPOCH 16 - PROGRESS: at 45.25% examples, 217612 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:05,765 : INFO : EPOCH 16 - PROGRESS: at 45.36% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:06,819 : INFO : EPOCH 16 - PROGRESS: at 45.47% examples, 217622 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:07,836 : INFO : EPOCH 16 - PROGRESS: at 45.59% examples, 217608 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:08,892 : INFO : EPOCH 16 - PROGRESS: at 45.71% examples, 217616 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:09,893 : INFO : EPOCH 16 - PROGRESS: at 45.84% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:10,912 : INFO : EPOCH 16 - PROGRESS: at 45.96% examples, 217633 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:11,945 : INFO : EPOCH 16 - PROGRESS: at 46.09% examples, 217625 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:12,964 : INFO : EPOCH 16 - PROGRESS: at 46.23% examples, 217636 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:13,999 : INFO : EPOCH 16 - PROGRESS: at 46.34% examples, 217635 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:15,004 : INFO : EPOCH 16 - PROGRESS: at 46.46% examples, 217627 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:16,052 : INFO : EPOCH 16 - PROGRESS: at 46.58% examples, 217633 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:17,052 : INFO : EPOCH 16 - PROGRESS: at 46.70% examples, 217623 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:18,099 : INFO : EPOCH 16 - PROGRESS: at 46.81% examples, 217619 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:19,101 : INFO : EPOCH 16 - PROGRESS: at 46.93% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:20,102 : INFO : EPOCH 16 - PROGRESS: at 47.05% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:21,157 : INFO : EPOCH 16 - PROGRESS: at 47.17% examples, 217636 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:22,218 : INFO : EPOCH 16 - PROGRESS: at 47.30% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:23,224 : INFO : EPOCH 16 - PROGRESS: at 47.43% examples, 217642 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:24,242 : INFO : EPOCH 16 - PROGRESS: at 47.55% examples, 217649 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:25,295 : INFO : EPOCH 16 - PROGRESS: at 47.68% examples, 217645 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:26,351 : INFO : EPOCH 16 - PROGRESS: at 47.81% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:27,430 : INFO : EPOCH 16 - PROGRESS: at 47.93% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:28,439 : INFO : EPOCH 16 - PROGRESS: at 48.04% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:29,451 : INFO : EPOCH 16 - PROGRESS: at 48.16% examples, 217636 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:30,504 : INFO : EPOCH 16 - PROGRESS: at 48.29% examples, 217645 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:31,540 : INFO : EPOCH 16 - PROGRESS: at 48.41% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:32,542 : INFO : EPOCH 16 - PROGRESS: at 48.52% examples, 217665 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:33,590 : INFO : EPOCH 16 - PROGRESS: at 48.62% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:34,616 : INFO : EPOCH 16 - PROGRESS: at 48.74% examples, 217656 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:35,654 : INFO : EPOCH 16 - PROGRESS: at 48.85% examples, 217648 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:36,687 : INFO : EPOCH 16 - PROGRESS: at 48.97% examples, 217666 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:37,699 : INFO : EPOCH 16 - PROGRESS: at 49.07% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:38,745 : INFO : EPOCH 16 - PROGRESS: at 49.20% examples, 217662 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:39,755 : INFO : EPOCH 16 - PROGRESS: at 49.32% examples, 217683 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:40,756 : INFO : EPOCH 16 - PROGRESS: at 49.44% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:41,758 : INFO : EPOCH 16 - PROGRESS: at 49.55% examples, 217655 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:42,764 : INFO : EPOCH 16 - PROGRESS: at 49.66% examples, 217655 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:43,782 : INFO : EPOCH 16 - PROGRESS: at 49.80% examples, 217660 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:44,800 : INFO : EPOCH 16 - PROGRESS: at 49.93% examples, 217662 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:45,803 : INFO : EPOCH 16 - PROGRESS: at 50.06% examples, 217687 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:46,824 : INFO : EPOCH 16 - PROGRESS: at 50.19% examples, 217673 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:47,839 : INFO : EPOCH 16 - PROGRESS: at 50.31% examples, 217671 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:48,875 : INFO : EPOCH 16 - PROGRESS: at 50.42% examples, 217667 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:49,881 : INFO : EPOCH 16 - PROGRESS: at 50.54% examples, 217667 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:50,884 : INFO : EPOCH 16 - PROGRESS: at 50.65% examples, 217662 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:51,891 : INFO : EPOCH 16 - PROGRESS: at 50.76% examples, 217667 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:52,918 : INFO : EPOCH 16 - PROGRESS: at 50.87% examples, 217658 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:53,939 : INFO : EPOCH 16 - PROGRESS: at 50.98% examples, 217666 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:54,993 : INFO : EPOCH 16 - PROGRESS: at 51.11% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:56,049 : INFO : EPOCH 16 - PROGRESS: at 51.22% examples, 217670 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:57,050 : INFO : EPOCH 16 - PROGRESS: at 51.34% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:58,056 : INFO : EPOCH 16 - PROGRESS: at 51.46% examples, 217672 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:42:59,127 : INFO : EPOCH 16 - PROGRESS: at 51.58% examples, 217660 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:00,157 : INFO : EPOCH 16 - PROGRESS: at 51.70% examples, 217670 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:01,185 : INFO : EPOCH 16 - PROGRESS: at 51.82% examples, 217677 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:02,194 : INFO : EPOCH 16 - PROGRESS: at 51.94% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:03,255 : INFO : EPOCH 16 - PROGRESS: at 52.05% examples, 217666 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:04,310 : INFO : EPOCH 16 - PROGRESS: at 52.18% examples, 217666 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:05,331 : INFO : EPOCH 16 - PROGRESS: at 52.31% examples, 217675 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:06,349 : INFO : EPOCH 16 - PROGRESS: at 52.44% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:07,352 : INFO : EPOCH 16 - PROGRESS: at 52.53% examples, 217667 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:08,363 : INFO : EPOCH 16 - PROGRESS: at 52.65% examples, 217698 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:09,370 : INFO : EPOCH 16 - PROGRESS: at 52.77% examples, 217681 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:10,377 : INFO : EPOCH 16 - PROGRESS: at 52.89% examples, 217672 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:11,414 : INFO : EPOCH 16 - PROGRESS: at 53.01% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:12,479 : INFO : EPOCH 16 - PROGRESS: at 53.13% examples, 217673 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:13,512 : INFO : EPOCH 16 - PROGRESS: at 53.26% examples, 217682 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:14,545 : INFO : EPOCH 16 - PROGRESS: at 53.40% examples, 217686 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:15,581 : INFO : EPOCH 16 - PROGRESS: at 53.51% examples, 217693 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:16,604 : INFO : EPOCH 16 - PROGRESS: at 53.63% examples, 217692 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:17,630 : INFO : EPOCH 16 - PROGRESS: at 53.74% examples, 217678 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:18,655 : INFO : EPOCH 16 - PROGRESS: at 53.87% examples, 217696 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:19,663 : INFO : EPOCH 16 - PROGRESS: at 53.99% examples, 217697 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:20,672 : INFO : EPOCH 16 - PROGRESS: at 54.09% examples, 217702 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:21,737 : INFO : EPOCH 16 - PROGRESS: at 54.21% examples, 217673 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:22,756 : INFO : EPOCH 16 - PROGRESS: at 54.33% examples, 217688 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:23,768 : INFO : EPOCH 16 - PROGRESS: at 54.45% examples, 217696 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:24,769 : INFO : EPOCH 16 - PROGRESS: at 54.57% examples, 217685 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:25,811 : INFO : EPOCH 16 - PROGRESS: at 54.69% examples, 217688 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:26,814 : INFO : EPOCH 16 - PROGRESS: at 54.80% examples, 217676 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:27,844 : INFO : EPOCH 16 - PROGRESS: at 54.91% examples, 217679 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:28,854 : INFO : EPOCH 16 - PROGRESS: at 55.03% examples, 217684 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:29,909 : INFO : EPOCH 16 - PROGRESS: at 55.13% examples, 217670 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:30,935 : INFO : EPOCH 16 - PROGRESS: at 55.25% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:31,966 : INFO : EPOCH 16 - PROGRESS: at 55.38% examples, 217676 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:32,966 : INFO : EPOCH 16 - PROGRESS: at 55.49% examples, 217684 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:34,012 : INFO : EPOCH 16 - PROGRESS: at 55.61% examples, 217671 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:35,016 : INFO : EPOCH 16 - PROGRESS: at 55.73% examples, 217685 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:36,025 : INFO : EPOCH 16 - PROGRESS: at 55.86% examples, 217690 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:37,060 : INFO : EPOCH 16 - PROGRESS: at 55.98% examples, 217682 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:38,099 : INFO : EPOCH 16 - PROGRESS: at 56.11% examples, 217686 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:39,106 : INFO : EPOCH 16 - PROGRESS: at 56.25% examples, 217695 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:40,114 : INFO : EPOCH 16 - PROGRESS: at 56.36% examples, 217692 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:41,127 : INFO : EPOCH 16 - PROGRESS: at 56.48% examples, 217689 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:42,145 : INFO : EPOCH 16 - PROGRESS: at 56.60% examples, 217700 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:43,188 : INFO : EPOCH 16 - PROGRESS: at 56.72% examples, 217680 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:44,219 : INFO : EPOCH 16 - PROGRESS: at 56.84% examples, 217694 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:45,223 : INFO : EPOCH 16 - PROGRESS: at 56.94% examples, 217686 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:46,242 : INFO : EPOCH 16 - PROGRESS: at 57.04% examples, 217690 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:47,267 : INFO : EPOCH 16 - PROGRESS: at 57.16% examples, 217690 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:48,303 : INFO : EPOCH 16 - PROGRESS: at 57.29% examples, 217690 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:49,319 : INFO : EPOCH 16 - PROGRESS: at 57.41% examples, 217689 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:50,356 : INFO : EPOCH 16 - PROGRESS: at 57.52% examples, 217687 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:51,400 : INFO : EPOCH 16 - PROGRESS: at 57.66% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:52,420 : INFO : EPOCH 16 - PROGRESS: at 57.78% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:53,432 : INFO : EPOCH 16 - PROGRESS: at 57.90% examples, 217698 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:54,446 : INFO : EPOCH 16 - PROGRESS: at 58.03% examples, 217714 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:55,458 : INFO : EPOCH 16 - PROGRESS: at 58.13% examples, 217708 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:56,463 : INFO : EPOCH 16 - PROGRESS: at 58.23% examples, 217697 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:57,469 : INFO : EPOCH 16 - PROGRESS: at 58.35% examples, 217704 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:58,482 : INFO : EPOCH 16 - PROGRESS: at 58.48% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:43:59,507 : INFO : EPOCH 16 - PROGRESS: at 58.60% examples, 217708 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:00,536 : INFO : EPOCH 16 - PROGRESS: at 58.72% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:01,538 : INFO : EPOCH 16 - PROGRESS: at 58.85% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:02,618 : INFO : EPOCH 16 - PROGRESS: at 58.98% examples, 217688 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:03,659 : INFO : EPOCH 16 - PROGRESS: at 59.09% examples, 217704 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:04,669 : INFO : EPOCH 16 - PROGRESS: at 59.22% examples, 217715 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:05,716 : INFO : EPOCH 16 - PROGRESS: at 59.34% examples, 217690 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:06,729 : INFO : EPOCH 16 - PROGRESS: at 59.46% examples, 217700 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:07,761 : INFO : EPOCH 16 - PROGRESS: at 59.58% examples, 217709 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:08,772 : INFO : EPOCH 16 - PROGRESS: at 59.71% examples, 217708 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:09,827 : INFO : EPOCH 16 - PROGRESS: at 59.85% examples, 217710 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:10,901 : INFO : EPOCH 16 - PROGRESS: at 59.97% examples, 217699 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:11,968 : INFO : EPOCH 16 - PROGRESS: at 60.09% examples, 217699 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:12,972 : INFO : EPOCH 16 - PROGRESS: at 60.18% examples, 217712 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:13,974 : INFO : EPOCH 16 - PROGRESS: at 60.31% examples, 217718 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:14,985 : INFO : EPOCH 16 - PROGRESS: at 60.41% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:15,987 : INFO : EPOCH 16 - PROGRESS: at 60.54% examples, 217712 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:17,046 : INFO : EPOCH 16 - PROGRESS: at 60.66% examples, 217709 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:18,051 : INFO : EPOCH 16 - PROGRESS: at 60.78% examples, 217714 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:19,059 : INFO : EPOCH 16 - PROGRESS: at 60.91% examples, 217716 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:20,066 : INFO : EPOCH 16 - PROGRESS: at 61.03% examples, 217715 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:21,084 : INFO : EPOCH 16 - PROGRESS: at 61.14% examples, 217709 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:22,107 : INFO : EPOCH 16 - PROGRESS: at 61.26% examples, 217719 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:23,113 : INFO : EPOCH 16 - PROGRESS: at 61.39% examples, 217704 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:24,118 : INFO : EPOCH 16 - PROGRESS: at 61.51% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:25,168 : INFO : EPOCH 16 - PROGRESS: at 61.62% examples, 217713 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:26,179 : INFO : EPOCH 16 - PROGRESS: at 61.73% examples, 217709 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:27,188 : INFO : EPOCH 16 - PROGRESS: at 61.83% examples, 217713 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:28,200 : INFO : EPOCH 16 - PROGRESS: at 61.94% examples, 217721 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:29,204 : INFO : EPOCH 16 - PROGRESS: at 62.05% examples, 217725 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:30,217 : INFO : EPOCH 16 - PROGRESS: at 62.18% examples, 217715 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:31,231 : INFO : EPOCH 16 - PROGRESS: at 62.31% examples, 217730 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:32,277 : INFO : EPOCH 16 - PROGRESS: at 62.42% examples, 217696 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:33,289 : INFO : EPOCH 16 - PROGRESS: at 62.54% examples, 217692 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:34,294 : INFO : EPOCH 16 - PROGRESS: at 62.65% examples, 217686 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:35,339 : INFO : EPOCH 16 - PROGRESS: at 62.75% examples, 217661 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:36,363 : INFO : EPOCH 16 - PROGRESS: at 62.86% examples, 217611 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:37,428 : INFO : EPOCH 16 - PROGRESS: at 62.96% examples, 217522 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:38,442 : INFO : EPOCH 16 - PROGRESS: at 63.09% examples, 217538 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:39,446 : INFO : EPOCH 16 - PROGRESS: at 63.19% examples, 217536 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:40,535 : INFO : EPOCH 16 - PROGRESS: at 63.32% examples, 217524 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:41,538 : INFO : EPOCH 16 - PROGRESS: at 63.44% examples, 217538 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:42,558 : INFO : EPOCH 16 - PROGRESS: at 63.56% examples, 217539 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:43,563 : INFO : EPOCH 16 - PROGRESS: at 63.67% examples, 217536 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:44,566 : INFO : EPOCH 16 - PROGRESS: at 63.80% examples, 217534 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:45,571 : INFO : EPOCH 16 - PROGRESS: at 63.94% examples, 217534 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:46,604 : INFO : EPOCH 16 - PROGRESS: at 64.06% examples, 217530 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:47,625 : INFO : EPOCH 16 - PROGRESS: at 64.18% examples, 217537 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:48,631 : INFO : EPOCH 16 - PROGRESS: at 64.30% examples, 217544 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:49,667 : INFO : EPOCH 16 - PROGRESS: at 64.43% examples, 217527 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:44:50,671 : INFO : EPOCH 16 - PROGRESS: at 64.55% examples, 217536 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:51,695 : INFO : EPOCH 16 - PROGRESS: at 64.67% examples, 217553 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:52,768 : INFO : EPOCH 16 - PROGRESS: at 64.79% examples, 217534 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:53,795 : INFO : EPOCH 16 - PROGRESS: at 64.92% examples, 217541 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:54,826 : INFO : EPOCH 16 - PROGRESS: at 65.05% examples, 217546 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:55,831 : INFO : EPOCH 16 - PROGRESS: at 65.18% examples, 217552 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:56,832 : INFO : EPOCH 16 - PROGRESS: at 65.30% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:57,879 : INFO : EPOCH 16 - PROGRESS: at 65.41% examples, 217540 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:58,903 : INFO : EPOCH 16 - PROGRESS: at 65.52% examples, 217558 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:44:59,955 : INFO : EPOCH 16 - PROGRESS: at 65.63% examples, 217539 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:00,983 : INFO : EPOCH 16 - PROGRESS: at 65.75% examples, 217542 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:02,029 : INFO : EPOCH 16 - PROGRESS: at 65.87% examples, 217546 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:03,040 : INFO : EPOCH 16 - PROGRESS: at 65.99% examples, 217544 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:04,047 : INFO : EPOCH 16 - PROGRESS: at 66.09% examples, 217551 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:05,087 : INFO : EPOCH 16 - PROGRESS: at 66.22% examples, 217547 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:06,108 : INFO : EPOCH 16 - PROGRESS: at 66.35% examples, 217549 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:07,134 : INFO : EPOCH 16 - PROGRESS: at 66.46% examples, 217560 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:08,148 : INFO : EPOCH 16 - PROGRESS: at 66.58% examples, 217558 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:09,182 : INFO : EPOCH 16 - PROGRESS: at 66.70% examples, 217559 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:10,220 : INFO : EPOCH 16 - PROGRESS: at 66.83% examples, 217561 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:11,251 : INFO : EPOCH 16 - PROGRESS: at 66.95% examples, 217562 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:12,281 : INFO : EPOCH 16 - PROGRESS: at 67.08% examples, 217561 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:13,313 : INFO : EPOCH 16 - PROGRESS: at 67.18% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:14,350 : INFO : EPOCH 16 - PROGRESS: at 67.29% examples, 217560 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:15,360 : INFO : EPOCH 16 - PROGRESS: at 67.40% examples, 217555 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:16,372 : INFO : EPOCH 16 - PROGRESS: at 67.52% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:17,390 : INFO : EPOCH 16 - PROGRESS: at 67.64% examples, 217558 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:18,460 : INFO : EPOCH 16 - PROGRESS: at 67.77% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:19,499 : INFO : EPOCH 16 - PROGRESS: at 67.89% examples, 217558 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:20,527 : INFO : EPOCH 16 - PROGRESS: at 68.03% examples, 217564 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:21,622 : INFO : EPOCH 16 - PROGRESS: at 68.14% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:22,663 : INFO : EPOCH 16 - PROGRESS: at 68.26% examples, 217552 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:23,670 : INFO : EPOCH 16 - PROGRESS: at 68.40% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:24,676 : INFO : EPOCH 16 - PROGRESS: at 68.51% examples, 217567 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:25,678 : INFO : EPOCH 16 - PROGRESS: at 68.64% examples, 217572 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:26,687 : INFO : EPOCH 16 - PROGRESS: at 68.77% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:27,704 : INFO : EPOCH 16 - PROGRESS: at 68.89% examples, 217571 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:28,707 : INFO : EPOCH 16 - PROGRESS: at 69.01% examples, 217587 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:29,724 : INFO : EPOCH 16 - PROGRESS: at 69.11% examples, 217567 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:30,741 : INFO : EPOCH 16 - PROGRESS: at 69.21% examples, 217571 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:31,744 : INFO : EPOCH 16 - PROGRESS: at 69.32% examples, 217581 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:32,801 : INFO : EPOCH 16 - PROGRESS: at 69.44% examples, 217560 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:33,839 : INFO : EPOCH 16 - PROGRESS: at 69.56% examples, 217572 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:34,856 : INFO : EPOCH 16 - PROGRESS: at 69.67% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:35,881 : INFO : EPOCH 16 - PROGRESS: at 69.78% examples, 217581 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:36,891 : INFO : EPOCH 16 - PROGRESS: at 69.89% examples, 217562 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:37,935 : INFO : EPOCH 16 - PROGRESS: at 70.02% examples, 217565 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:39,011 : INFO : EPOCH 16 - PROGRESS: at 70.15% examples, 217560 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:40,037 : INFO : EPOCH 16 - PROGRESS: at 70.28% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:41,044 : INFO : EPOCH 16 - PROGRESS: at 70.40% examples, 217581 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:42,054 : INFO : EPOCH 16 - PROGRESS: at 70.52% examples, 217584 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:43,086 : INFO : EPOCH 16 - PROGRESS: at 70.65% examples, 217581 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:44,103 : INFO : EPOCH 16 - PROGRESS: at 70.77% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:45,131 : INFO : EPOCH 16 - PROGRESS: at 70.89% examples, 217580 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:46,135 : INFO : EPOCH 16 - PROGRESS: at 71.01% examples, 217577 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:47,159 : INFO : EPOCH 16 - PROGRESS: at 71.14% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:48,180 : INFO : EPOCH 16 - PROGRESS: at 71.25% examples, 217584 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:49,184 : INFO : EPOCH 16 - PROGRESS: at 71.36% examples, 217583 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:50,217 : INFO : EPOCH 16 - PROGRESS: at 71.47% examples, 217578 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:51,255 : INFO : EPOCH 16 - PROGRESS: at 71.61% examples, 217581 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:52,262 : INFO : EPOCH 16 - PROGRESS: at 71.74% examples, 217586 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:53,273 : INFO : EPOCH 16 - PROGRESS: at 71.87% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:54,323 : INFO : EPOCH 16 - PROGRESS: at 71.99% examples, 217578 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:55,365 : INFO : EPOCH 16 - PROGRESS: at 72.11% examples, 217580 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:56,375 : INFO : EPOCH 16 - PROGRESS: at 72.22% examples, 217589 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:57,421 : INFO : EPOCH 16 - PROGRESS: at 72.35% examples, 217578 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:58,429 : INFO : EPOCH 16 - PROGRESS: at 72.46% examples, 217578 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:45:59,435 : INFO : EPOCH 16 - PROGRESS: at 72.57% examples, 217577 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:00,453 : INFO : EPOCH 16 - PROGRESS: at 72.69% examples, 217591 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:01,480 : INFO : EPOCH 16 - PROGRESS: at 72.79% examples, 217591 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:02,487 : INFO : EPOCH 16 - PROGRESS: at 72.90% examples, 217597 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:03,556 : INFO : EPOCH 16 - PROGRESS: at 73.02% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:04,584 : INFO : EPOCH 16 - PROGRESS: at 73.13% examples, 217585 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:05,599 : INFO : EPOCH 16 - PROGRESS: at 73.27% examples, 217585 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:06,599 : INFO : EPOCH 16 - PROGRESS: at 73.37% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:07,611 : INFO : EPOCH 16 - PROGRESS: at 73.49% examples, 217590 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:08,640 : INFO : EPOCH 16 - PROGRESS: at 73.61% examples, 217593 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:09,650 : INFO : EPOCH 16 - PROGRESS: at 73.73% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:10,674 : INFO : EPOCH 16 - PROGRESS: at 73.84% examples, 217581 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:11,676 : INFO : EPOCH 16 - PROGRESS: at 73.97% examples, 217597 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:12,704 : INFO : EPOCH 16 - PROGRESS: at 74.08% examples, 217591 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:13,735 : INFO : EPOCH 16 - PROGRESS: at 74.22% examples, 217602 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:14,744 : INFO : EPOCH 16 - PROGRESS: at 74.34% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:15,813 : INFO : EPOCH 16 - PROGRESS: at 74.46% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:16,842 : INFO : EPOCH 16 - PROGRESS: at 74.58% examples, 217595 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:17,862 : INFO : EPOCH 16 - PROGRESS: at 74.70% examples, 217597 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:18,878 : INFO : EPOCH 16 - PROGRESS: at 74.81% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:19,909 : INFO : EPOCH 16 - PROGRESS: at 74.93% examples, 217595 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:20,934 : INFO : EPOCH 16 - PROGRESS: at 75.05% examples, 217599 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:21,951 : INFO : EPOCH 16 - PROGRESS: at 75.19% examples, 217601 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:22,979 : INFO : EPOCH 16 - PROGRESS: at 75.31% examples, 217598 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:24,020 : INFO : EPOCH 16 - PROGRESS: at 75.43% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:25,022 : INFO : EPOCH 16 - PROGRESS: at 75.55% examples, 217604 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:26,034 : INFO : EPOCH 16 - PROGRESS: at 75.67% examples, 217601 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:27,076 : INFO : EPOCH 16 - PROGRESS: at 75.81% examples, 217595 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:28,100 : INFO : EPOCH 16 - PROGRESS: at 75.93% examples, 217608 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:29,140 : INFO : EPOCH 16 - PROGRESS: at 76.05% examples, 217598 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:30,143 : INFO : EPOCH 16 - PROGRESS: at 76.17% examples, 217605 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:31,148 : INFO : EPOCH 16 - PROGRESS: at 76.28% examples, 217609 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:32,207 : INFO : EPOCH 16 - PROGRESS: at 76.40% examples, 217602 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:33,209 : INFO : EPOCH 16 - PROGRESS: at 76.52% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:34,214 : INFO : EPOCH 16 - PROGRESS: at 76.62% examples, 217617 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:35,225 : INFO : EPOCH 16 - PROGRESS: at 76.75% examples, 217618 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:36,249 : INFO : EPOCH 16 - PROGRESS: at 76.87% examples, 217618 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:37,289 : INFO : EPOCH 16 - PROGRESS: at 76.98% examples, 217622 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:38,297 : INFO : EPOCH 16 - PROGRESS: at 77.09% examples, 217623 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:39,309 : INFO : EPOCH 16 - PROGRESS: at 77.22% examples, 217609 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:40,337 : INFO : EPOCH 16 - PROGRESS: at 77.33% examples, 217612 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:41,338 : INFO : EPOCH 16 - PROGRESS: at 77.46% examples, 217613 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:42,346 : INFO : EPOCH 16 - PROGRESS: at 77.58% examples, 217629 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:43,423 : INFO : EPOCH 16 - PROGRESS: at 77.69% examples, 217616 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:44,496 : INFO : EPOCH 16 - PROGRESS: at 77.80% examples, 217611 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:45,498 : INFO : EPOCH 16 - PROGRESS: at 77.92% examples, 217627 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:46,515 : INFO : EPOCH 16 - PROGRESS: at 78.05% examples, 217619 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:47,601 : INFO : EPOCH 16 - PROGRESS: at 78.17% examples, 217611 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:48,606 : INFO : EPOCH 16 - PROGRESS: at 78.30% examples, 217624 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:49,633 : INFO : EPOCH 16 - PROGRESS: at 78.42% examples, 217622 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:50,653 : INFO : EPOCH 16 - PROGRESS: at 78.51% examples, 217617 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:51,663 : INFO : EPOCH 16 - PROGRESS: at 78.63% examples, 217629 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:52,670 : INFO : EPOCH 16 - PROGRESS: at 78.75% examples, 217627 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:53,677 : INFO : EPOCH 16 - PROGRESS: at 78.86% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:54,699 : INFO : EPOCH 16 - PROGRESS: at 78.96% examples, 217624 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:55,715 : INFO : EPOCH 16 - PROGRESS: at 79.08% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:56,740 : INFO : EPOCH 16 - PROGRESS: at 79.20% examples, 217632 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:57,746 : INFO : EPOCH 16 - PROGRESS: at 79.32% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:58,752 : INFO : EPOCH 16 - PROGRESS: at 79.45% examples, 217627 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:46:59,770 : INFO : EPOCH 16 - PROGRESS: at 79.57% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:00,774 : INFO : EPOCH 16 - PROGRESS: at 79.68% examples, 217626 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:01,777 : INFO : EPOCH 16 - PROGRESS: at 79.80% examples, 217637 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:02,812 : INFO : EPOCH 16 - PROGRESS: at 79.93% examples, 217625 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:03,819 : INFO : EPOCH 16 - PROGRESS: at 80.05% examples, 217630 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:04,866 : INFO : EPOCH 16 - PROGRESS: at 80.17% examples, 217620 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:05,900 : INFO : EPOCH 16 - PROGRESS: at 80.28% examples, 217626 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:06,918 : INFO : EPOCH 16 - PROGRESS: at 80.40% examples, 217637 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:07,980 : INFO : EPOCH 16 - PROGRESS: at 80.52% examples, 217623 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:08,992 : INFO : EPOCH 16 - PROGRESS: at 80.63% examples, 217629 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:10,010 : INFO : EPOCH 16 - PROGRESS: at 80.76% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:11,016 : INFO : EPOCH 16 - PROGRESS: at 80.89% examples, 217642 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:12,017 : INFO : EPOCH 16 - PROGRESS: at 81.01% examples, 217628 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:13,030 : INFO : EPOCH 16 - PROGRESS: at 81.15% examples, 217626 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:14,057 : INFO : EPOCH 16 - PROGRESS: at 81.27% examples, 217625 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:15,146 : INFO : EPOCH 16 - PROGRESS: at 81.39% examples, 217620 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:16,167 : INFO : EPOCH 16 - PROGRESS: at 81.50% examples, 217626 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:17,206 : INFO : EPOCH 16 - PROGRESS: at 81.63% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:18,259 : INFO : EPOCH 16 - PROGRESS: at 81.75% examples, 217629 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:19,332 : INFO : EPOCH 16 - PROGRESS: at 81.87% examples, 217629 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:20,335 : INFO : EPOCH 16 - PROGRESS: at 81.99% examples, 217625 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:21,337 : INFO : EPOCH 16 - PROGRESS: at 82.09% examples, 217632 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:22,378 : INFO : EPOCH 16 - PROGRESS: at 82.19% examples, 217637 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:23,380 : INFO : EPOCH 16 - PROGRESS: at 82.32% examples, 217636 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:24,421 : INFO : EPOCH 16 - PROGRESS: at 82.44% examples, 217630 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:25,482 : INFO : EPOCH 16 - PROGRESS: at 82.58% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:26,512 : INFO : EPOCH 16 - PROGRESS: at 82.71% examples, 217633 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:27,515 : INFO : EPOCH 16 - PROGRESS: at 82.82% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:28,520 : INFO : EPOCH 16 - PROGRESS: at 82.94% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:29,547 : INFO : EPOCH 16 - PROGRESS: at 83.06% examples, 217645 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:30,550 : INFO : EPOCH 16 - PROGRESS: at 83.18% examples, 217636 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:31,584 : INFO : EPOCH 16 - PROGRESS: at 83.30% examples, 217639 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:32,606 : INFO : EPOCH 16 - PROGRESS: at 83.43% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:33,703 : INFO : EPOCH 16 - PROGRESS: at 83.54% examples, 217632 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:34,734 : INFO : EPOCH 16 - PROGRESS: at 83.65% examples, 217649 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:35,738 : INFO : EPOCH 16 - PROGRESS: at 83.76% examples, 217639 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:36,751 : INFO : EPOCH 16 - PROGRESS: at 83.89% examples, 217639 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:37,763 : INFO : EPOCH 16 - PROGRESS: at 84.01% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:38,776 : INFO : EPOCH 16 - PROGRESS: at 84.14% examples, 217636 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:39,778 : INFO : EPOCH 16 - PROGRESS: at 84.25% examples, 217645 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:40,804 : INFO : EPOCH 16 - PROGRESS: at 84.37% examples, 217641 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:41,821 : INFO : EPOCH 16 - PROGRESS: at 84.48% examples, 217644 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:42,838 : INFO : EPOCH 16 - PROGRESS: at 84.60% examples, 217651 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:43,847 : INFO : EPOCH 16 - PROGRESS: at 84.71% examples, 217656 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:44,889 : INFO : EPOCH 16 - PROGRESS: at 84.84% examples, 217644 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:45,889 : INFO : EPOCH 16 - PROGRESS: at 84.95% examples, 217650 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:46,917 : INFO : EPOCH 16 - PROGRESS: at 85.08% examples, 217645 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:47,931 : INFO : EPOCH 16 - PROGRESS: at 85.18% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:48,942 : INFO : EPOCH 16 - PROGRESS: at 85.28% examples, 217639 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:49,948 : INFO : EPOCH 16 - PROGRESS: at 85.41% examples, 217651 words/s, in_qsize 8, out_qsize 0
2020-07-16 22:47:50,979 : INFO : EPOCH 16 - PROGRESS: at 85.54% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:51,986 : INFO : EPOCH 16 - PROGRESS: at 85.66% examples, 217646 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:53,018 : INFO : EPOCH 16 - PROGRESS: at 85.78% examples, 217648 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:54,037 : INFO : EPOCH 16 - PROGRESS: at 85.91% examples, 217644 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:55,063 : INFO : EPOCH 16 - PROGRESS: at 86.02% examples, 217650 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:56,090 : INFO : EPOCH 16 - PROGRESS: at 86.15% examples, 217644 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:57,129 : INFO : EPOCH 16 - PROGRESS: at 86.26% examples, 217641 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:58,135 : INFO : EPOCH 16 - PROGRESS: at 86.39% examples, 217653 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:47:59,162 : INFO : EPOCH 16 - PROGRESS: at 86.50% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:00,199 : INFO : EPOCH 16 - PROGRESS: at 86.62% examples, 217648 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:01,201 : INFO : EPOCH 16 - PROGRESS: at 86.73% examples, 217656 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:02,306 : INFO : EPOCH 16 - PROGRESS: at 86.87% examples, 217641 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:03,329 : INFO : EPOCH 16 - PROGRESS: at 86.98% examples, 217653 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:04,367 : INFO : EPOCH 16 - PROGRESS: at 87.09% examples, 217653 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:05,396 : INFO : EPOCH 16 - PROGRESS: at 87.23% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:06,423 : INFO : EPOCH 16 - PROGRESS: at 87.35% examples, 217655 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:07,425 : INFO : EPOCH 16 - PROGRESS: at 87.47% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:08,459 : INFO : EPOCH 16 - PROGRESS: at 87.59% examples, 217655 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:09,470 : INFO : EPOCH 16 - PROGRESS: at 87.72% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:10,488 : INFO : EPOCH 16 - PROGRESS: at 87.83% examples, 217651 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:11,558 : INFO : EPOCH 16 - PROGRESS: at 87.97% examples, 217652 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:12,558 : INFO : EPOCH 16 - PROGRESS: at 88.09% examples, 217652 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:13,631 : INFO : EPOCH 16 - PROGRESS: at 88.20% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:14,680 : INFO : EPOCH 16 - PROGRESS: at 88.33% examples, 217659 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:15,695 : INFO : EPOCH 16 - PROGRESS: at 88.46% examples, 217653 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:16,701 : INFO : EPOCH 16 - PROGRESS: at 88.58% examples, 217651 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:17,733 : INFO : EPOCH 16 - PROGRESS: at 88.70% examples, 217653 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:18,749 : INFO : EPOCH 16 - PROGRESS: at 88.82% examples, 217652 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:19,755 : INFO : EPOCH 16 - PROGRESS: at 88.95% examples, 217662 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:20,796 : INFO : EPOCH 16 - PROGRESS: at 89.05% examples, 217650 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:21,830 : INFO : EPOCH 16 - PROGRESS: at 89.16% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:22,900 : INFO : EPOCH 16 - PROGRESS: at 89.28% examples, 217650 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:23,942 : INFO : EPOCH 16 - PROGRESS: at 89.40% examples, 217655 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:24,967 : INFO : EPOCH 16 - PROGRESS: at 89.52% examples, 217660 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:26,035 : INFO : EPOCH 16 - PROGRESS: at 89.65% examples, 217651 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:27,036 : INFO : EPOCH 16 - PROGRESS: at 89.78% examples, 217658 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:28,080 : INFO : EPOCH 16 - PROGRESS: at 89.90% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:29,088 : INFO : EPOCH 16 - PROGRESS: at 90.03% examples, 217660 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:30,147 : INFO : EPOCH 16 - PROGRESS: at 90.15% examples, 217650 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:31,149 : INFO : EPOCH 16 - PROGRESS: at 90.26% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:32,191 : INFO : EPOCH 16 - PROGRESS: at 90.38% examples, 217661 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:33,222 : INFO : EPOCH 16 - PROGRESS: at 90.47% examples, 217664 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:34,245 : INFO : EPOCH 16 - PROGRESS: at 90.59% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:35,282 : INFO : EPOCH 16 - PROGRESS: at 90.72% examples, 217664 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:36,285 : INFO : EPOCH 16 - PROGRESS: at 90.85% examples, 217664 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:37,294 : INFO : EPOCH 16 - PROGRESS: at 90.95% examples, 217667 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:38,294 : INFO : EPOCH 16 - PROGRESS: at 91.06% examples, 217664 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:39,311 : INFO : EPOCH 16 - PROGRESS: at 91.18% examples, 217667 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:40,326 : INFO : EPOCH 16 - PROGRESS: at 91.30% examples, 217675 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:41,330 : INFO : EPOCH 16 - PROGRESS: at 91.43% examples, 217667 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:42,333 : INFO : EPOCH 16 - PROGRESS: at 91.54% examples, 217673 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:43,341 : INFO : EPOCH 16 - PROGRESS: at 91.64% examples, 217660 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:44,348 : INFO : EPOCH 16 - PROGRESS: at 91.76% examples, 217668 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:45,349 : INFO : EPOCH 16 - PROGRESS: at 91.87% examples, 217661 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:46,432 : INFO : EPOCH 16 - PROGRESS: at 91.98% examples, 217656 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:47,460 : INFO : EPOCH 16 - PROGRESS: at 92.09% examples, 217654 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:48,517 : INFO : EPOCH 16 - PROGRESS: at 92.24% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:49,553 : INFO : EPOCH 16 - PROGRESS: at 92.37% examples, 217658 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:50,573 : INFO : EPOCH 16 - PROGRESS: at 92.48% examples, 217666 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:51,624 : INFO : EPOCH 16 - PROGRESS: at 92.60% examples, 217665 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:52,682 : INFO : EPOCH 16 - PROGRESS: at 92.72% examples, 217664 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:53,759 : INFO : EPOCH 16 - PROGRESS: at 92.84% examples, 217664 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:54,767 : INFO : EPOCH 16 - PROGRESS: at 92.94% examples, 217672 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:55,769 : INFO : EPOCH 16 - PROGRESS: at 93.04% examples, 217671 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:56,824 : INFO : EPOCH 16 - PROGRESS: at 93.14% examples, 217669 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:57,825 : INFO : EPOCH 16 - PROGRESS: at 93.25% examples, 217669 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:58,893 : INFO : EPOCH 16 - PROGRESS: at 93.37% examples, 217661 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:48:59,929 : INFO : EPOCH 16 - PROGRESS: at 93.50% examples, 217665 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:00,946 : INFO : EPOCH 16 - PROGRESS: at 93.61% examples, 217673 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:01,974 : INFO : EPOCH 16 - PROGRESS: at 93.73% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:02,993 : INFO : EPOCH 16 - PROGRESS: at 93.86% examples, 217669 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:04,043 : INFO : EPOCH 16 - PROGRESS: at 93.96% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:05,131 : INFO : EPOCH 16 - PROGRESS: at 94.08% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:06,170 : INFO : EPOCH 16 - PROGRESS: at 94.21% examples, 217629 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:07,174 : INFO : EPOCH 16 - PROGRESS: at 94.30% examples, 217589 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:08,228 : INFO : EPOCH 16 - PROGRESS: at 94.40% examples, 217541 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:09,230 : INFO : EPOCH 16 - PROGRESS: at 94.51% examples, 217536 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:10,233 : INFO : EPOCH 16 - PROGRESS: at 94.65% examples, 217542 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:11,270 : INFO : EPOCH 16 - PROGRESS: at 94.76% examples, 217543 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:12,319 : INFO : EPOCH 16 - PROGRESS: at 94.89% examples, 217541 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:13,323 : INFO : EPOCH 16 - PROGRESS: at 95.01% examples, 217541 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:14,393 : INFO : EPOCH 16 - PROGRESS: at 95.11% examples, 217538 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:15,415 : INFO : EPOCH 16 - PROGRESS: at 95.24% examples, 217544 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:16,426 : INFO : EPOCH 16 - PROGRESS: at 95.33% examples, 217553 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:17,428 : INFO : EPOCH 16 - PROGRESS: at 95.45% examples, 217538 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:18,458 : INFO : EPOCH 16 - PROGRESS: at 95.56% examples, 217547 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:19,461 : INFO : EPOCH 16 - PROGRESS: at 95.69% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:20,471 : INFO : EPOCH 16 - PROGRESS: at 95.79% examples, 217543 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:21,473 : INFO : EPOCH 16 - PROGRESS: at 95.90% examples, 217549 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:22,497 : INFO : EPOCH 16 - PROGRESS: at 96.02% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:23,508 : INFO : EPOCH 16 - PROGRESS: at 96.16% examples, 217555 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:24,510 : INFO : EPOCH 16 - PROGRESS: at 96.26% examples, 217551 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:25,529 : INFO : EPOCH 16 - PROGRESS: at 96.38% examples, 217552 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:26,599 : INFO : EPOCH 16 - PROGRESS: at 96.50% examples, 217547 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:27,692 : INFO : EPOCH 16 - PROGRESS: at 96.61% examples, 217536 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:28,703 : INFO : EPOCH 16 - PROGRESS: at 96.73% examples, 217550 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:29,747 : INFO : EPOCH 16 - PROGRESS: at 96.85% examples, 217549 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:30,784 : INFO : EPOCH 16 - PROGRESS: at 96.96% examples, 217544 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:31,785 : INFO : EPOCH 16 - PROGRESS: at 97.07% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:32,800 : INFO : EPOCH 16 - PROGRESS: at 97.19% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:33,814 : INFO : EPOCH 16 - PROGRESS: at 97.31% examples, 217552 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:34,822 : INFO : EPOCH 16 - PROGRESS: at 97.44% examples, 217547 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:35,909 : INFO : EPOCH 16 - PROGRESS: at 97.56% examples, 217543 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:36,978 : INFO : EPOCH 16 - PROGRESS: at 97.72% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:38,049 : INFO : EPOCH 16 - PROGRESS: at 97.85% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:39,068 : INFO : EPOCH 16 - PROGRESS: at 97.98% examples, 217554 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:40,105 : INFO : EPOCH 16 - PROGRESS: at 98.11% examples, 217550 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:41,154 : INFO : EPOCH 16 - PROGRESS: at 98.23% examples, 217557 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:42,180 : INFO : EPOCH 16 - PROGRESS: at 98.34% examples, 217557 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:43,187 : INFO : EPOCH 16 - PROGRESS: at 98.45% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:44,191 : INFO : EPOCH 16 - PROGRESS: at 98.58% examples, 217564 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:45,197 : INFO : EPOCH 16 - PROGRESS: at 98.69% examples, 217557 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:46,197 : INFO : EPOCH 16 - PROGRESS: at 98.80% examples, 217560 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:47,199 : INFO : EPOCH 16 - PROGRESS: at 98.91% examples, 217561 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:48,255 : INFO : EPOCH 16 - PROGRESS: at 99.05% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:49,283 : INFO : EPOCH 16 - PROGRESS: at 99.17% examples, 217562 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:50,303 : INFO : EPOCH 16 - PROGRESS: at 99.27% examples, 217558 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:51,362 : INFO : EPOCH 16 - PROGRESS: at 99.41% examples, 217558 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:52,390 : INFO : EPOCH 16 - PROGRESS: at 99.52% examples, 217564 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:53,420 : INFO : EPOCH 16 - PROGRESS: at 99.63% examples, 217558 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:54,432 : INFO : EPOCH 16 - PROGRESS: at 99.76% examples, 217563 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:55,433 : INFO : EPOCH 16 - PROGRESS: at 99.86% examples, 217566 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:56,509 : INFO : EPOCH 16 - PROGRESS: at 99.97% examples, 217553 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:49:56,687 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 22:49:56,721 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 22:49:56,741 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 22:49:56,776 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 22:49:56,777 : INFO : EPOCH - 16 : training on 247361374 raw words (187345470 effective words) took 861.1s, 217563 effective words/s
2020-07-16 22:49:57,847 : INFO : EPOCH 17 - PROGRESS: at 0.12% examples, 200150 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:58,856 : INFO : EPOCH 17 - PROGRESS: at 0.23% examples, 211307 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:49:59,861 : INFO : EPOCH 17 - PROGRESS: at 0.35% examples, 214808 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:00,888 : INFO : EPOCH 17 - PROGRESS: at 0.47% examples, 213426 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:01,892 : INFO : EPOCH 17 - PROGRESS: at 0.60% examples, 214471 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:02,903 : INFO : EPOCH 17 - PROGRESS: at 0.74% examples, 216718 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:03,966 : INFO : EPOCH 17 - PROGRESS: at 0.87% examples, 215760 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:05,038 : INFO : EPOCH 17 - PROGRESS: at 0.99% examples, 215377 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:06,060 : INFO : EPOCH 17 - PROGRESS: at 1.10% examples, 216606 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:07,081 : INFO : EPOCH 17 - PROGRESS: at 1.21% examples, 216954 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:08,135 : INFO : EPOCH 17 - PROGRESS: at 1.34% examples, 216523 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:09,174 : INFO : EPOCH 17 - PROGRESS: at 1.47% examples, 216812 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:10,174 : INFO : EPOCH 17 - PROGRESS: at 1.58% examples, 217455 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:11,208 : INFO : EPOCH 17 - PROGRESS: at 1.69% examples, 217242 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:12,224 : INFO : EPOCH 17 - PROGRESS: at 1.81% examples, 217523 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:13,295 : INFO : EPOCH 17 - PROGRESS: at 1.94% examples, 217131 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:14,332 : INFO : EPOCH 17 - PROGRESS: at 2.07% examples, 217537 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:15,363 : INFO : EPOCH 17 - PROGRESS: at 2.20% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:16,367 : INFO : EPOCH 17 - PROGRESS: at 2.32% examples, 217692 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:17,407 : INFO : EPOCH 17 - PROGRESS: at 2.43% examples, 217491 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:18,408 : INFO : EPOCH 17 - PROGRESS: at 2.55% examples, 217498 words/s, in_qsize 8, out_qsize 1
2020-07-16 22:50:19,457 : INFO : EPOCH 17 - PROGRESS: at 2.65% examples, 217282 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:20,480 : INFO : EPOCH 17 - PROGRESS: at 2.76% examples, 217405 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:21,508 : INFO : EPOCH 17 - PROGRESS: at 2.87% examples, 217706 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:22,509 : INFO : EPOCH 17 - PROGRESS: at 2.97% examples, 217705 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:23,516 : INFO : EPOCH 17 - PROGRESS: at 3.08% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:24,543 : INFO : EPOCH 17 - PROGRESS: at 3.20% examples, 217545 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:25,549 : INFO : EPOCH 17 - PROGRESS: at 3.32% examples, 217493 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:26,568 : INFO : EPOCH 17 - PROGRESS: at 3.46% examples, 217456 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:27,584 : INFO : EPOCH 17 - PROGRESS: at 3.56% examples, 217527 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:28,610 : INFO : EPOCH 17 - PROGRESS: at 3.71% examples, 217654 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:29,696 : INFO : EPOCH 17 - PROGRESS: at 3.82% examples, 217409 words/s, in_qsize 8, out_qsize 1
2020-07-16 22:50:30,719 : INFO : EPOCH 17 - PROGRESS: at 3.95% examples, 217635 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:31,730 : INFO : EPOCH 17 - PROGRESS: at 4.07% examples, 217598 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:32,732 : INFO : EPOCH 17 - PROGRESS: at 4.19% examples, 217728 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:33,741 : INFO : EPOCH 17 - PROGRESS: at 4.30% examples, 217816 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:34,753 : INFO : EPOCH 17 - PROGRESS: at 4.43% examples, 217784 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:35,787 : INFO : EPOCH 17 - PROGRESS: at 4.55% examples, 217689 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:36,832 : INFO : EPOCH 17 - PROGRESS: at 4.66% examples, 217882 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:37,833 : INFO : EPOCH 17 - PROGRESS: at 4.78% examples, 217914 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:38,840 : INFO : EPOCH 17 - PROGRESS: at 4.92% examples, 217908 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:39,904 : INFO : EPOCH 17 - PROGRESS: at 5.04% examples, 217780 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:40,923 : INFO : EPOCH 17 - PROGRESS: at 5.17% examples, 217820 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:41,927 : INFO : EPOCH 17 - PROGRESS: at 5.28% examples, 217862 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:42,963 : INFO : EPOCH 17 - PROGRESS: at 5.41% examples, 217906 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:44,025 : INFO : EPOCH 17 - PROGRESS: at 5.53% examples, 217810 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:45,026 : INFO : EPOCH 17 - PROGRESS: at 5.66% examples, 218111 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:46,035 : INFO : EPOCH 17 - PROGRESS: at 5.76% examples, 217926 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:47,052 : INFO : EPOCH 17 - PROGRESS: at 5.88% examples, 218032 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:48,071 : INFO : EPOCH 17 - PROGRESS: at 6.00% examples, 218020 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:49,075 : INFO : EPOCH 17 - PROGRESS: at 6.12% examples, 217921 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:50,146 : INFO : EPOCH 17 - PROGRESS: at 6.25% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:51,151 : INFO : EPOCH 17 - PROGRESS: at 6.37% examples, 218010 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:52,182 : INFO : EPOCH 17 - PROGRESS: at 6.49% examples, 217868 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:53,182 : INFO : EPOCH 17 - PROGRESS: at 6.59% examples, 218086 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:54,196 : INFO : EPOCH 17 - PROGRESS: at 6.69% examples, 217975 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:55,228 : INFO : EPOCH 17 - PROGRESS: at 6.83% examples, 218009 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:56,340 : INFO : EPOCH 17 - PROGRESS: at 6.94% examples, 217917 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:57,346 : INFO : EPOCH 17 - PROGRESS: at 7.06% examples, 217998 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:58,375 : INFO : EPOCH 17 - PROGRESS: at 7.17% examples, 217928 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:50:59,419 : INFO : EPOCH 17 - PROGRESS: at 7.31% examples, 218070 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:00,490 : INFO : EPOCH 17 - PROGRESS: at 7.40% examples, 217928 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:01,590 : INFO : EPOCH 17 - PROGRESS: at 7.54% examples, 217869 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:02,656 : INFO : EPOCH 17 - PROGRESS: at 7.66% examples, 217933 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:03,657 : INFO : EPOCH 17 - PROGRESS: at 7.78% examples, 218072 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:04,716 : INFO : EPOCH 17 - PROGRESS: at 7.90% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:05,718 : INFO : EPOCH 17 - PROGRESS: at 8.01% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:06,732 : INFO : EPOCH 17 - PROGRESS: at 8.13% examples, 217915 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:07,758 : INFO : EPOCH 17 - PROGRESS: at 8.24% examples, 218040 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:08,820 : INFO : EPOCH 17 - PROGRESS: at 8.37% examples, 217967 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:09,820 : INFO : EPOCH 17 - PROGRESS: at 8.48% examples, 218139 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:10,835 : INFO : EPOCH 17 - PROGRESS: at 8.60% examples, 218077 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:11,840 : INFO : EPOCH 17 - PROGRESS: at 8.74% examples, 218084 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:12,848 : INFO : EPOCH 17 - PROGRESS: at 8.87% examples, 218129 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:13,857 : INFO : EPOCH 17 - PROGRESS: at 8.97% examples, 218062 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:14,860 : INFO : EPOCH 17 - PROGRESS: at 9.08% examples, 218114 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:15,893 : INFO : EPOCH 17 - PROGRESS: at 9.20% examples, 218042 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:16,916 : INFO : EPOCH 17 - PROGRESS: at 9.31% examples, 218069 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:17,918 : INFO : EPOCH 17 - PROGRESS: at 9.44% examples, 218114 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:18,978 : INFO : EPOCH 17 - PROGRESS: at 9.56% examples, 218066 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:20,092 : INFO : EPOCH 17 - PROGRESS: at 9.68% examples, 218024 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:21,093 : INFO : EPOCH 17 - PROGRESS: at 9.81% examples, 218104 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:22,117 : INFO : EPOCH 17 - PROGRESS: at 9.93% examples, 218081 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:23,129 : INFO : EPOCH 17 - PROGRESS: at 10.03% examples, 218067 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:24,177 : INFO : EPOCH 17 - PROGRESS: at 10.16% examples, 218031 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:25,183 : INFO : EPOCH 17 - PROGRESS: at 10.25% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:26,184 : INFO : EPOCH 17 - PROGRESS: at 10.36% examples, 218113 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:27,207 : INFO : EPOCH 17 - PROGRESS: at 10.47% examples, 218039 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:28,239 : INFO : EPOCH 17 - PROGRESS: at 10.63% examples, 218066 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:29,265 : INFO : EPOCH 17 - PROGRESS: at 10.76% examples, 218066 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:30,267 : INFO : EPOCH 17 - PROGRESS: at 10.87% examples, 218097 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:31,269 : INFO : EPOCH 17 - PROGRESS: at 10.97% examples, 218136 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:32,314 : INFO : EPOCH 17 - PROGRESS: at 11.11% examples, 218087 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:33,339 : INFO : EPOCH 17 - PROGRESS: at 11.23% examples, 218149 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:34,347 : INFO : EPOCH 17 - PROGRESS: at 11.33% examples, 218123 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:35,354 : INFO : EPOCH 17 - PROGRESS: at 11.45% examples, 218169 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:36,386 : INFO : EPOCH 17 - PROGRESS: at 11.57% examples, 218113 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:37,389 : INFO : EPOCH 17 - PROGRESS: at 11.69% examples, 218172 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:38,406 : INFO : EPOCH 17 - PROGRESS: at 11.81% examples, 218177 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:39,427 : INFO : EPOCH 17 - PROGRESS: at 11.93% examples, 218158 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:40,454 : INFO : EPOCH 17 - PROGRESS: at 12.04% examples, 218170 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:41,486 : INFO : EPOCH 17 - PROGRESS: at 12.16% examples, 218141 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:42,526 : INFO : EPOCH 17 - PROGRESS: at 12.28% examples, 218132 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:43,535 : INFO : EPOCH 17 - PROGRESS: at 12.39% examples, 218191 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:44,585 : INFO : EPOCH 17 - PROGRESS: at 12.51% examples, 218154 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:45,626 : INFO : EPOCH 17 - PROGRESS: at 12.63% examples, 218157 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:46,672 : INFO : EPOCH 17 - PROGRESS: at 12.75% examples, 218156 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:47,687 : INFO : EPOCH 17 - PROGRESS: at 12.86% examples, 218233 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:48,749 : INFO : EPOCH 17 - PROGRESS: at 12.98% examples, 218155 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:49,778 : INFO : EPOCH 17 - PROGRESS: at 13.09% examples, 218191 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:50,805 : INFO : EPOCH 17 - PROGRESS: at 13.20% examples, 218102 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:51,816 : INFO : EPOCH 17 - PROGRESS: at 13.33% examples, 218198 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:52,843 : INFO : EPOCH 17 - PROGRESS: at 13.45% examples, 218178 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:53,864 : INFO : EPOCH 17 - PROGRESS: at 13.57% examples, 218175 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:54,937 : INFO : EPOCH 17 - PROGRESS: at 13.68% examples, 218144 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:55,983 : INFO : EPOCH 17 - PROGRESS: at 13.80% examples, 218188 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:57,030 : INFO : EPOCH 17 - PROGRESS: at 13.92% examples, 218180 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:58,109 : INFO : EPOCH 17 - PROGRESS: at 14.05% examples, 218159 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:51:59,170 : INFO : EPOCH 17 - PROGRESS: at 14.20% examples, 218204 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:00,223 : INFO : EPOCH 17 - PROGRESS: at 14.32% examples, 218190 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:01,232 : INFO : EPOCH 17 - PROGRESS: at 14.46% examples, 218241 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:02,265 : INFO : EPOCH 17 - PROGRESS: at 14.58% examples, 218250 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:03,314 : INFO : EPOCH 17 - PROGRESS: at 14.70% examples, 218174 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:04,322 : INFO : EPOCH 17 - PROGRESS: at 14.80% examples, 218230 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:05,341 : INFO : EPOCH 17 - PROGRESS: at 14.91% examples, 218207 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:06,358 : INFO : EPOCH 17 - PROGRESS: at 15.03% examples, 218237 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:07,373 : INFO : EPOCH 17 - PROGRESS: at 15.15% examples, 218225 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:08,426 : INFO : EPOCH 17 - PROGRESS: at 15.27% examples, 218220 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:09,446 : INFO : EPOCH 17 - PROGRESS: at 15.40% examples, 218239 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:10,463 : INFO : EPOCH 17 - PROGRESS: at 15.52% examples, 218205 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:11,584 : INFO : EPOCH 17 - PROGRESS: at 15.65% examples, 218166 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:12,636 : INFO : EPOCH 17 - PROGRESS: at 15.78% examples, 218202 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:13,710 : INFO : EPOCH 17 - PROGRESS: at 15.91% examples, 218215 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:14,743 : INFO : EPOCH 17 - PROGRESS: at 16.06% examples, 218259 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:15,803 : INFO : EPOCH 17 - PROGRESS: at 16.17% examples, 218211 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:16,830 : INFO : EPOCH 17 - PROGRESS: at 16.30% examples, 218248 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:17,901 : INFO : EPOCH 17 - PROGRESS: at 16.44% examples, 218221 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:18,933 : INFO : EPOCH 17 - PROGRESS: at 16.56% examples, 218203 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:20,003 : INFO : EPOCH 17 - PROGRESS: at 16.69% examples, 218228 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:21,010 : INFO : EPOCH 17 - PROGRESS: at 16.80% examples, 218193 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:22,054 : INFO : EPOCH 17 - PROGRESS: at 16.92% examples, 218164 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:23,059 : INFO : EPOCH 17 - PROGRESS: at 17.03% examples, 218254 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:24,077 : INFO : EPOCH 17 - PROGRESS: at 17.14% examples, 218228 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:25,078 : INFO : EPOCH 17 - PROGRESS: at 17.25% examples, 218252 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:26,085 : INFO : EPOCH 17 - PROGRESS: at 17.38% examples, 218256 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:27,097 : INFO : EPOCH 17 - PROGRESS: at 17.49% examples, 218205 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:28,098 : INFO : EPOCH 17 - PROGRESS: at 17.60% examples, 218240 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:29,147 : INFO : EPOCH 17 - PROGRESS: at 17.72% examples, 218212 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:30,187 : INFO : EPOCH 17 - PROGRESS: at 17.85% examples, 218250 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:31,189 : INFO : EPOCH 17 - PROGRESS: at 17.97% examples, 218243 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:32,208 : INFO : EPOCH 17 - PROGRESS: at 18.09% examples, 218256 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:33,214 : INFO : EPOCH 17 - PROGRESS: at 18.19% examples, 218264 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:34,220 : INFO : EPOCH 17 - PROGRESS: at 18.29% examples, 218270 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:35,229 : INFO : EPOCH 17 - PROGRESS: at 18.41% examples, 218287 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:36,235 : INFO : EPOCH 17 - PROGRESS: at 18.52% examples, 218258 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:37,237 : INFO : EPOCH 17 - PROGRESS: at 18.63% examples, 218283 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:38,270 : INFO : EPOCH 17 - PROGRESS: at 18.76% examples, 218240 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:39,336 : INFO : EPOCH 17 - PROGRESS: at 18.86% examples, 218228 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:40,386 : INFO : EPOCH 17 - PROGRESS: at 18.99% examples, 218218 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:41,414 : INFO : EPOCH 17 - PROGRESS: at 19.12% examples, 218266 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:42,455 : INFO : EPOCH 17 - PROGRESS: at 19.25% examples, 218284 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:43,517 : INFO : EPOCH 17 - PROGRESS: at 19.36% examples, 218239 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:44,532 : INFO : EPOCH 17 - PROGRESS: at 19.49% examples, 218253 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:45,549 : INFO : EPOCH 17 - PROGRESS: at 19.61% examples, 218245 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:46,591 : INFO : EPOCH 17 - PROGRESS: at 19.74% examples, 218228 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:47,599 : INFO : EPOCH 17 - PROGRESS: at 19.86% examples, 218293 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:48,604 : INFO : EPOCH 17 - PROGRESS: at 19.98% examples, 218258 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:49,662 : INFO : EPOCH 17 - PROGRESS: at 20.13% examples, 218220 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:50,691 : INFO : EPOCH 17 - PROGRESS: at 20.26% examples, 218231 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:51,704 : INFO : EPOCH 17 - PROGRESS: at 20.36% examples, 218242 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:52,766 : INFO : EPOCH 17 - PROGRESS: at 20.48% examples, 218213 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:53,767 : INFO : EPOCH 17 - PROGRESS: at 20.62% examples, 218240 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:54,835 : INFO : EPOCH 17 - PROGRESS: at 20.74% examples, 218231 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:55,853 : INFO : EPOCH 17 - PROGRESS: at 20.87% examples, 218281 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:56,881 : INFO : EPOCH 17 - PROGRESS: at 21.00% examples, 218273 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:57,887 : INFO : EPOCH 17 - PROGRESS: at 21.11% examples, 218262 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:58,922 : INFO : EPOCH 17 - PROGRESS: at 21.23% examples, 218255 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:52:59,927 : INFO : EPOCH 17 - PROGRESS: at 21.34% examples, 218247 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:00,940 : INFO : EPOCH 17 - PROGRESS: at 21.45% examples, 218241 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:01,998 : INFO : EPOCH 17 - PROGRESS: at 21.61% examples, 218249 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:03,060 : INFO : EPOCH 17 - PROGRESS: at 21.72% examples, 218247 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:04,072 : INFO : EPOCH 17 - PROGRESS: at 21.85% examples, 218233 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:05,093 : INFO : EPOCH 17 - PROGRESS: at 21.98% examples, 218256 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:06,127 : INFO : EPOCH 17 - PROGRESS: at 22.08% examples, 218242 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:07,147 : INFO : EPOCH 17 - PROGRESS: at 22.20% examples, 218287 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:08,174 : INFO : EPOCH 17 - PROGRESS: at 22.31% examples, 218256 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:09,196 : INFO : EPOCH 17 - PROGRESS: at 22.43% examples, 218291 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:10,289 : INFO : EPOCH 17 - PROGRESS: at 22.55% examples, 218225 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:11,327 : INFO : EPOCH 17 - PROGRESS: at 22.66% examples, 218259 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:12,360 : INFO : EPOCH 17 - PROGRESS: at 22.78% examples, 218237 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:13,387 : INFO : EPOCH 17 - PROGRESS: at 22.91% examples, 218267 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:14,450 : INFO : EPOCH 17 - PROGRESS: at 23.03% examples, 218284 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:15,452 : INFO : EPOCH 17 - PROGRESS: at 23.16% examples, 218279 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:16,460 : INFO : EPOCH 17 - PROGRESS: at 23.27% examples, 218271 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:17,466 : INFO : EPOCH 17 - PROGRESS: at 23.39% examples, 218276 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:18,489 : INFO : EPOCH 17 - PROGRESS: at 23.51% examples, 218268 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:19,534 : INFO : EPOCH 17 - PROGRESS: at 23.63% examples, 218261 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:20,537 : INFO : EPOCH 17 - PROGRESS: at 23.74% examples, 218260 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:21,556 : INFO : EPOCH 17 - PROGRESS: at 23.85% examples, 218282 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:22,557 : INFO : EPOCH 17 - PROGRESS: at 23.97% examples, 218264 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:23,575 : INFO : EPOCH 17 - PROGRESS: at 24.09% examples, 218263 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:24,630 : INFO : EPOCH 17 - PROGRESS: at 24.21% examples, 218277 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:25,646 : INFO : EPOCH 17 - PROGRESS: at 24.35% examples, 218292 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:26,649 : INFO : EPOCH 17 - PROGRESS: at 24.48% examples, 218286 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:27,659 : INFO : EPOCH 17 - PROGRESS: at 24.60% examples, 218308 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:28,688 : INFO : EPOCH 17 - PROGRESS: at 24.71% examples, 218293 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:29,695 : INFO : EPOCH 17 - PROGRESS: at 24.84% examples, 218276 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:30,733 : INFO : EPOCH 17 - PROGRESS: at 24.97% examples, 218283 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:31,772 : INFO : EPOCH 17 - PROGRESS: at 25.10% examples, 218286 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:32,776 : INFO : EPOCH 17 - PROGRESS: at 25.23% examples, 218293 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:33,811 : INFO : EPOCH 17 - PROGRESS: at 25.35% examples, 218256 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:34,814 : INFO : EPOCH 17 - PROGRESS: at 25.45% examples, 218258 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:35,815 : INFO : EPOCH 17 - PROGRESS: at 25.56% examples, 218207 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:36,897 : INFO : EPOCH 17 - PROGRESS: at 25.68% examples, 218169 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:37,914 : INFO : EPOCH 17 - PROGRESS: at 25.80% examples, 218051 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:38,915 : INFO : EPOCH 17 - PROGRESS: at 25.90% examples, 217885 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:39,933 : INFO : EPOCH 17 - PROGRESS: at 26.01% examples, 217848 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:40,948 : INFO : EPOCH 17 - PROGRESS: at 26.14% examples, 217852 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:41,954 : INFO : EPOCH 17 - PROGRESS: at 26.25% examples, 217862 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:42,963 : INFO : EPOCH 17 - PROGRESS: at 26.38% examples, 217829 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:43,978 : INFO : EPOCH 17 - PROGRESS: at 26.51% examples, 217854 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:45,006 : INFO : EPOCH 17 - PROGRESS: at 26.64% examples, 217852 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:46,047 : INFO : EPOCH 17 - PROGRESS: at 26.76% examples, 217847 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:47,087 : INFO : EPOCH 17 - PROGRESS: at 26.87% examples, 217865 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:48,112 : INFO : EPOCH 17 - PROGRESS: at 27.00% examples, 217877 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:49,127 : INFO : EPOCH 17 - PROGRESS: at 27.13% examples, 217876 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:50,140 : INFO : EPOCH 17 - PROGRESS: at 27.26% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:51,167 : INFO : EPOCH 17 - PROGRESS: at 27.37% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:52,174 : INFO : EPOCH 17 - PROGRESS: at 27.48% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:53,186 : INFO : EPOCH 17 - PROGRESS: at 27.61% examples, 217908 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:54,201 : INFO : EPOCH 17 - PROGRESS: at 27.73% examples, 217885 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:55,247 : INFO : EPOCH 17 - PROGRESS: at 27.85% examples, 217898 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:56,317 : INFO : EPOCH 17 - PROGRESS: at 27.96% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:57,334 : INFO : EPOCH 17 - PROGRESS: at 28.07% examples, 217887 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:58,368 : INFO : EPOCH 17 - PROGRESS: at 28.19% examples, 217892 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:53:59,369 : INFO : EPOCH 17 - PROGRESS: at 28.32% examples, 217909 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:00,405 : INFO : EPOCH 17 - PROGRESS: at 28.43% examples, 217882 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:01,412 : INFO : EPOCH 17 - PROGRESS: at 28.56% examples, 217902 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:02,417 : INFO : EPOCH 17 - PROGRESS: at 28.66% examples, 217892 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:03,463 : INFO : EPOCH 17 - PROGRESS: at 28.78% examples, 217891 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:04,481 : INFO : EPOCH 17 - PROGRESS: at 28.91% examples, 217910 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:05,501 : INFO : EPOCH 17 - PROGRESS: at 29.02% examples, 217909 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:06,527 : INFO : EPOCH 17 - PROGRESS: at 29.13% examples, 217936 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:07,536 : INFO : EPOCH 17 - PROGRESS: at 29.24% examples, 217928 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:08,563 : INFO : EPOCH 17 - PROGRESS: at 29.36% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:09,606 : INFO : EPOCH 17 - PROGRESS: at 29.46% examples, 217901 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:10,633 : INFO : EPOCH 17 - PROGRESS: at 29.60% examples, 217911 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:11,652 : INFO : EPOCH 17 - PROGRESS: at 29.72% examples, 217889 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:12,675 : INFO : EPOCH 17 - PROGRESS: at 29.84% examples, 217912 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:13,683 : INFO : EPOCH 17 - PROGRESS: at 29.93% examples, 217954 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:14,741 : INFO : EPOCH 17 - PROGRESS: at 30.05% examples, 217931 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:15,794 : INFO : EPOCH 17 - PROGRESS: at 30.17% examples, 217911 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:16,838 : INFO : EPOCH 17 - PROGRESS: at 30.29% examples, 217927 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:17,865 : INFO : EPOCH 17 - PROGRESS: at 30.41% examples, 217935 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:18,901 : INFO : EPOCH 17 - PROGRESS: at 30.52% examples, 217931 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:19,922 : INFO : EPOCH 17 - PROGRESS: at 30.65% examples, 217932 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:20,959 : INFO : EPOCH 17 - PROGRESS: at 30.77% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:21,989 : INFO : EPOCH 17 - PROGRESS: at 30.89% examples, 217921 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:22,994 : INFO : EPOCH 17 - PROGRESS: at 31.02% examples, 217978 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:23,999 : INFO : EPOCH 17 - PROGRESS: at 31.13% examples, 217941 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:25,019 : INFO : EPOCH 17 - PROGRESS: at 31.27% examples, 217958 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:26,086 : INFO : EPOCH 17 - PROGRESS: at 31.41% examples, 217946 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:27,127 : INFO : EPOCH 17 - PROGRESS: at 31.54% examples, 217976 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:28,151 : INFO : EPOCH 17 - PROGRESS: at 31.67% examples, 217972 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:29,157 : INFO : EPOCH 17 - PROGRESS: at 31.79% examples, 217985 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:30,173 : INFO : EPOCH 17 - PROGRESS: at 31.88% examples, 217966 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:31,195 : INFO : EPOCH 17 - PROGRESS: at 32.00% examples, 217959 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:32,232 : INFO : EPOCH 17 - PROGRESS: at 32.12% examples, 217972 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:33,256 : INFO : EPOCH 17 - PROGRESS: at 32.24% examples, 217962 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:34,271 : INFO : EPOCH 17 - PROGRESS: at 32.35% examples, 217985 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:35,272 : INFO : EPOCH 17 - PROGRESS: at 32.47% examples, 217972 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:36,294 : INFO : EPOCH 17 - PROGRESS: at 32.58% examples, 217967 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:37,314 : INFO : EPOCH 17 - PROGRESS: at 32.69% examples, 217977 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:38,325 : INFO : EPOCH 17 - PROGRESS: at 32.80% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:39,358 : INFO : EPOCH 17 - PROGRESS: at 32.91% examples, 217949 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:40,370 : INFO : EPOCH 17 - PROGRESS: at 33.03% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:41,396 : INFO : EPOCH 17 - PROGRESS: at 33.16% examples, 217971 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:42,416 : INFO : EPOCH 17 - PROGRESS: at 33.28% examples, 217994 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:43,422 : INFO : EPOCH 17 - PROGRESS: at 33.39% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:44,457 : INFO : EPOCH 17 - PROGRESS: at 33.50% examples, 217968 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:45,515 : INFO : EPOCH 17 - PROGRESS: at 33.62% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:46,516 : INFO : EPOCH 17 - PROGRESS: at 33.74% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:47,544 : INFO : EPOCH 17 - PROGRESS: at 33.87% examples, 217999 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:48,570 : INFO : EPOCH 17 - PROGRESS: at 33.99% examples, 217995 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:49,603 : INFO : EPOCH 17 - PROGRESS: at 34.11% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:50,636 : INFO : EPOCH 17 - PROGRESS: at 34.24% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:51,658 : INFO : EPOCH 17 - PROGRESS: at 34.37% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:52,678 : INFO : EPOCH 17 - PROGRESS: at 34.49% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:53,741 : INFO : EPOCH 17 - PROGRESS: at 34.60% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:54,754 : INFO : EPOCH 17 - PROGRESS: at 34.73% examples, 218016 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:55,761 : INFO : EPOCH 17 - PROGRESS: at 34.82% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:56,805 : INFO : EPOCH 17 - PROGRESS: at 34.97% examples, 217992 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:57,831 : INFO : EPOCH 17 - PROGRESS: at 35.07% examples, 218009 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:58,900 : INFO : EPOCH 17 - PROGRESS: at 35.20% examples, 217995 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:54:59,961 : INFO : EPOCH 17 - PROGRESS: at 35.33% examples, 217998 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:00,974 : INFO : EPOCH 17 - PROGRESS: at 35.44% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:02,003 : INFO : EPOCH 17 - PROGRESS: at 35.57% examples, 218003 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:03,045 : INFO : EPOCH 17 - PROGRESS: at 35.67% examples, 218012 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:04,056 : INFO : EPOCH 17 - PROGRESS: at 35.80% examples, 218019 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:05,077 : INFO : EPOCH 17 - PROGRESS: at 35.92% examples, 218011 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:06,138 : INFO : EPOCH 17 - PROGRESS: at 36.05% examples, 218001 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:07,169 : INFO : EPOCH 17 - PROGRESS: at 36.19% examples, 218002 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:08,185 : INFO : EPOCH 17 - PROGRESS: at 36.29% examples, 218007 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:09,207 : INFO : EPOCH 17 - PROGRESS: at 36.41% examples, 218020 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:10,221 : INFO : EPOCH 17 - PROGRESS: at 36.54% examples, 218008 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:11,251 : INFO : EPOCH 17 - PROGRESS: at 36.67% examples, 218029 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:12,262 : INFO : EPOCH 17 - PROGRESS: at 36.82% examples, 218033 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:13,354 : INFO : EPOCH 17 - PROGRESS: at 36.95% examples, 218004 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:14,452 : INFO : EPOCH 17 - PROGRESS: at 37.08% examples, 217996 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:15,485 : INFO : EPOCH 17 - PROGRESS: at 37.19% examples, 218007 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:16,540 : INFO : EPOCH 17 - PROGRESS: at 37.31% examples, 218017 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:17,557 : INFO : EPOCH 17 - PROGRESS: at 37.44% examples, 218005 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:18,569 : INFO : EPOCH 17 - PROGRESS: at 37.56% examples, 218040 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:19,581 : INFO : EPOCH 17 - PROGRESS: at 37.69% examples, 218017 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:20,618 : INFO : EPOCH 17 - PROGRESS: at 37.81% examples, 218016 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:21,622 : INFO : EPOCH 17 - PROGRESS: at 37.92% examples, 218030 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:22,627 : INFO : EPOCH 17 - PROGRESS: at 38.03% examples, 218039 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:23,654 : INFO : EPOCH 17 - PROGRESS: at 38.15% examples, 218015 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:24,683 : INFO : EPOCH 17 - PROGRESS: at 38.26% examples, 218026 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:25,696 : INFO : EPOCH 17 - PROGRESS: at 38.40% examples, 218047 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:26,699 : INFO : EPOCH 17 - PROGRESS: at 38.51% examples, 218069 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:27,702 : INFO : EPOCH 17 - PROGRESS: at 38.61% examples, 218056 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:28,738 : INFO : EPOCH 17 - PROGRESS: at 38.74% examples, 218045 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:29,747 : INFO : EPOCH 17 - PROGRESS: at 38.84% examples, 218041 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:30,784 : INFO : EPOCH 17 - PROGRESS: at 38.97% examples, 218031 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:31,801 : INFO : EPOCH 17 - PROGRESS: at 39.09% examples, 218064 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:32,828 : INFO : EPOCH 17 - PROGRESS: at 39.22% examples, 218036 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:33,861 : INFO : EPOCH 17 - PROGRESS: at 39.32% examples, 218043 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:34,867 : INFO : EPOCH 17 - PROGRESS: at 39.45% examples, 218056 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:35,874 : INFO : EPOCH 17 - PROGRESS: at 39.56% examples, 218064 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:36,895 : INFO : EPOCH 17 - PROGRESS: at 39.68% examples, 218052 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:37,948 : INFO : EPOCH 17 - PROGRESS: at 39.80% examples, 218050 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:39,003 : INFO : EPOCH 17 - PROGRESS: at 39.92% examples, 218042 words/s, in_qsize 6, out_qsize 1
2020-07-16 22:55:40,007 : INFO : EPOCH 17 - PROGRESS: at 40.04% examples, 218049 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:41,022 : INFO : EPOCH 17 - PROGRESS: at 40.17% examples, 218068 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:42,062 : INFO : EPOCH 17 - PROGRESS: at 40.28% examples, 218049 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:43,071 : INFO : EPOCH 17 - PROGRESS: at 40.40% examples, 218072 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:44,085 : INFO : EPOCH 17 - PROGRESS: at 40.51% examples, 218073 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:45,157 : INFO : EPOCH 17 - PROGRESS: at 40.63% examples, 218040 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:46,187 : INFO : EPOCH 17 - PROGRESS: at 40.76% examples, 218051 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:47,201 : INFO : EPOCH 17 - PROGRESS: at 40.87% examples, 218057 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:48,215 : INFO : EPOCH 17 - PROGRESS: at 41.00% examples, 218071 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:49,220 : INFO : EPOCH 17 - PROGRESS: at 41.11% examples, 218076 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:50,281 : INFO : EPOCH 17 - PROGRESS: at 41.23% examples, 218053 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:51,290 : INFO : EPOCH 17 - PROGRESS: at 41.36% examples, 218068 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:52,303 : INFO : EPOCH 17 - PROGRESS: at 41.45% examples, 218057 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:53,373 : INFO : EPOCH 17 - PROGRESS: at 41.58% examples, 218030 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:54,394 : INFO : EPOCH 17 - PROGRESS: at 41.71% examples, 218053 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:55,413 : INFO : EPOCH 17 - PROGRESS: at 41.83% examples, 218060 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:56,428 : INFO : EPOCH 17 - PROGRESS: at 41.96% examples, 218059 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:57,428 : INFO : EPOCH 17 - PROGRESS: at 42.08% examples, 218065 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:58,465 : INFO : EPOCH 17 - PROGRESS: at 42.21% examples, 218061 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:55:59,477 : INFO : EPOCH 17 - PROGRESS: at 42.33% examples, 218079 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:00,527 : INFO : EPOCH 17 - PROGRESS: at 42.44% examples, 218059 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:01,553 : INFO : EPOCH 17 - PROGRESS: at 42.56% examples, 218078 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:02,585 : INFO : EPOCH 17 - PROGRESS: at 42.68% examples, 218073 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:03,615 : INFO : EPOCH 17 - PROGRESS: at 42.82% examples, 218076 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:04,619 : INFO : EPOCH 17 - PROGRESS: at 42.93% examples, 218090 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:05,729 : INFO : EPOCH 17 - PROGRESS: at 43.04% examples, 218056 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:06,768 : INFO : EPOCH 17 - PROGRESS: at 43.15% examples, 218069 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:07,770 : INFO : EPOCH 17 - PROGRESS: at 43.26% examples, 218087 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:08,793 : INFO : EPOCH 17 - PROGRESS: at 43.37% examples, 218075 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:09,824 : INFO : EPOCH 17 - PROGRESS: at 43.51% examples, 218069 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:10,835 : INFO : EPOCH 17 - PROGRESS: at 43.63% examples, 218085 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:11,863 : INFO : EPOCH 17 - PROGRESS: at 43.75% examples, 218076 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:12,863 : INFO : EPOCH 17 - PROGRESS: at 43.85% examples, 218066 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:13,883 : INFO : EPOCH 17 - PROGRESS: at 43.97% examples, 218070 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:14,921 : INFO : EPOCH 17 - PROGRESS: at 44.09% examples, 218069 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:15,926 : INFO : EPOCH 17 - PROGRESS: at 44.19% examples, 218081 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:16,960 : INFO : EPOCH 17 - PROGRESS: at 44.31% examples, 218067 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:18,008 : INFO : EPOCH 17 - PROGRESS: at 44.43% examples, 218073 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:19,031 : INFO : EPOCH 17 - PROGRESS: at 44.54% examples, 218075 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:20,047 : INFO : EPOCH 17 - PROGRESS: at 44.67% examples, 218089 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:21,058 : INFO : EPOCH 17 - PROGRESS: at 44.78% examples, 218076 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:22,068 : INFO : EPOCH 17 - PROGRESS: at 44.89% examples, 218087 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:23,076 : INFO : EPOCH 17 - PROGRESS: at 45.02% examples, 218088 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:24,093 : INFO : EPOCH 17 - PROGRESS: at 45.13% examples, 218093 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:25,110 : INFO : EPOCH 17 - PROGRESS: at 45.26% examples, 218097 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:26,121 : INFO : EPOCH 17 - PROGRESS: at 45.38% examples, 218094 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:27,126 : INFO : EPOCH 17 - PROGRESS: at 45.48% examples, 218085 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:28,148 : INFO : EPOCH 17 - PROGRESS: at 45.60% examples, 218109 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:29,172 : INFO : EPOCH 17 - PROGRESS: at 45.71% examples, 218091 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:30,239 : INFO : EPOCH 17 - PROGRESS: at 45.84% examples, 218082 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:31,268 : INFO : EPOCH 17 - PROGRESS: at 45.97% examples, 218092 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:32,276 : INFO : EPOCH 17 - PROGRESS: at 46.10% examples, 218107 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:33,312 : INFO : EPOCH 17 - PROGRESS: at 46.23% examples, 218088 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:34,316 : INFO : EPOCH 17 - PROGRESS: at 46.35% examples, 218105 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:35,335 : INFO : EPOCH 17 - PROGRESS: at 46.47% examples, 218104 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:36,373 : INFO : EPOCH 17 - PROGRESS: at 46.59% examples, 218110 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:37,423 : INFO : EPOCH 17 - PROGRESS: at 46.71% examples, 218097 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:38,459 : INFO : EPOCH 17 - PROGRESS: at 46.83% examples, 218097 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:39,474 : INFO : EPOCH 17 - PROGRESS: at 46.95% examples, 218116 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:40,551 : INFO : EPOCH 17 - PROGRESS: at 47.07% examples, 218107 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:41,557 : INFO : EPOCH 17 - PROGRESS: at 47.19% examples, 218108 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:42,572 : INFO : EPOCH 17 - PROGRESS: at 47.32% examples, 218112 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:43,585 : INFO : EPOCH 17 - PROGRESS: at 47.44% examples, 218110 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:44,602 : INFO : EPOCH 17 - PROGRESS: at 47.56% examples, 218117 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:45,634 : INFO : EPOCH 17 - PROGRESS: at 47.70% examples, 218115 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:46,644 : INFO : EPOCH 17 - PROGRESS: at 47.82% examples, 218124 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:47,653 : INFO : EPOCH 17 - PROGRESS: at 47.93% examples, 218110 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:48,662 : INFO : EPOCH 17 - PROGRESS: at 48.04% examples, 218116 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:49,667 : INFO : EPOCH 17 - PROGRESS: at 48.16% examples, 218108 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:50,717 : INFO : EPOCH 17 - PROGRESS: at 48.29% examples, 218117 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:51,757 : INFO : EPOCH 17 - PROGRESS: at 48.41% examples, 218127 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:52,772 : INFO : EPOCH 17 - PROGRESS: at 48.52% examples, 218136 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:53,806 : INFO : EPOCH 17 - PROGRESS: at 48.62% examples, 218111 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:54,825 : INFO : EPOCH 17 - PROGRESS: at 48.74% examples, 218124 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:55,863 : INFO : EPOCH 17 - PROGRESS: at 48.85% examples, 218116 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:56,895 : INFO : EPOCH 17 - PROGRESS: at 48.97% examples, 218133 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:57,904 : INFO : EPOCH 17 - PROGRESS: at 49.07% examples, 218130 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:58,940 : INFO : EPOCH 17 - PROGRESS: at 49.20% examples, 218132 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:56:59,940 : INFO : EPOCH 17 - PROGRESS: at 49.31% examples, 218142 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:00,953 : INFO : EPOCH 17 - PROGRESS: at 49.43% examples, 218126 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:01,959 : INFO : EPOCH 17 - PROGRESS: at 49.55% examples, 218119 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:02,960 : INFO : EPOCH 17 - PROGRESS: at 49.66% examples, 218121 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:03,979 : INFO : EPOCH 17 - PROGRESS: at 49.80% examples, 218124 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:04,996 : INFO : EPOCH 17 - PROGRESS: at 49.93% examples, 218127 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:06,081 : INFO : EPOCH 17 - PROGRESS: at 50.07% examples, 218123 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:07,099 : INFO : EPOCH 17 - PROGRESS: at 50.20% examples, 218129 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:08,124 : INFO : EPOCH 17 - PROGRESS: at 50.32% examples, 218134 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:09,135 : INFO : EPOCH 17 - PROGRESS: at 50.43% examples, 218127 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:10,193 : INFO : EPOCH 17 - PROGRESS: at 50.56% examples, 218133 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:11,201 : INFO : EPOCH 17 - PROGRESS: at 50.66% examples, 218139 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:12,202 : INFO : EPOCH 17 - PROGRESS: at 50.78% examples, 218142 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:13,224 : INFO : EPOCH 17 - PROGRESS: at 50.89% examples, 218123 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:14,244 : INFO : EPOCH 17 - PROGRESS: at 51.00% examples, 218133 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:15,309 : INFO : EPOCH 17 - PROGRESS: at 51.12% examples, 218125 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:16,349 : INFO : EPOCH 17 - PROGRESS: at 51.24% examples, 218134 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:17,350 : INFO : EPOCH 17 - PROGRESS: at 51.35% examples, 218140 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:18,354 : INFO : EPOCH 17 - PROGRESS: at 51.47% examples, 218144 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:19,418 : INFO : EPOCH 17 - PROGRESS: at 51.60% examples, 218128 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:20,466 : INFO : EPOCH 17 - PROGRESS: at 51.71% examples, 218129 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:21,481 : INFO : EPOCH 17 - PROGRESS: at 51.84% examples, 218133 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:22,485 : INFO : EPOCH 17 - PROGRESS: at 51.96% examples, 218154 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:23,510 : INFO : EPOCH 17 - PROGRESS: at 52.07% examples, 218144 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:24,524 : INFO : EPOCH 17 - PROGRESS: at 52.19% examples, 218151 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:25,550 : INFO : EPOCH 17 - PROGRESS: at 52.32% examples, 218140 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:26,596 : INFO : EPOCH 17 - PROGRESS: at 52.45% examples, 218147 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:27,631 : INFO : EPOCH 17 - PROGRESS: at 52.55% examples, 218137 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:28,718 : INFO : EPOCH 17 - PROGRESS: at 52.68% examples, 218142 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:29,740 : INFO : EPOCH 17 - PROGRESS: at 52.80% examples, 218158 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:30,784 : INFO : EPOCH 17 - PROGRESS: at 52.93% examples, 218147 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:31,786 : INFO : EPOCH 17 - PROGRESS: at 53.04% examples, 218145 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:32,815 : INFO : EPOCH 17 - PROGRESS: at 53.18% examples, 218169 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:33,818 : INFO : EPOCH 17 - PROGRESS: at 53.29% examples, 218171 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:34,842 : INFO : EPOCH 17 - PROGRESS: at 53.42% examples, 218167 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:35,856 : INFO : EPOCH 17 - PROGRESS: at 53.53% examples, 218162 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:36,906 : INFO : EPOCH 17 - PROGRESS: at 53.65% examples, 218152 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:37,911 : INFO : EPOCH 17 - PROGRESS: at 53.77% examples, 218179 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:38,913 : INFO : EPOCH 17 - PROGRESS: at 53.88% examples, 218153 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:39,918 : INFO : EPOCH 17 - PROGRESS: at 53.99% examples, 218157 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:41,000 : INFO : EPOCH 17 - PROGRESS: at 54.11% examples, 218151 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:42,000 : INFO : EPOCH 17 - PROGRESS: at 54.24% examples, 218185 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:43,011 : INFO : EPOCH 17 - PROGRESS: at 54.35% examples, 218166 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:44,036 : INFO : EPOCH 17 - PROGRESS: at 54.47% examples, 218163 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:45,051 : INFO : EPOCH 17 - PROGRESS: at 54.59% examples, 218173 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:46,059 : INFO : EPOCH 17 - PROGRESS: at 54.71% examples, 218161 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:47,068 : INFO : EPOCH 17 - PROGRESS: at 54.82% examples, 218167 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:48,077 : INFO : EPOCH 17 - PROGRESS: at 54.93% examples, 218164 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:49,079 : INFO : EPOCH 17 - PROGRESS: at 55.05% examples, 218169 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:50,100 : INFO : EPOCH 17 - PROGRESS: at 55.15% examples, 218155 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:51,128 : INFO : EPOCH 17 - PROGRESS: at 55.27% examples, 218157 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:52,150 : INFO : EPOCH 17 - PROGRESS: at 55.40% examples, 218159 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:53,163 : INFO : EPOCH 17 - PROGRESS: at 55.51% examples, 218152 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:54,194 : INFO : EPOCH 17 - PROGRESS: at 55.62% examples, 218153 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:55,219 : INFO : EPOCH 17 - PROGRESS: at 55.75% examples, 218153 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:56,284 : INFO : EPOCH 17 - PROGRESS: at 55.88% examples, 218160 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:57,300 : INFO : EPOCH 17 - PROGRESS: at 56.00% examples, 218167 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:58,327 : INFO : EPOCH 17 - PROGRESS: at 56.14% examples, 218163 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:57:59,379 : INFO : EPOCH 17 - PROGRESS: at 56.26% examples, 218150 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:00,393 : INFO : EPOCH 17 - PROGRESS: at 56.38% examples, 218168 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:01,395 : INFO : EPOCH 17 - PROGRESS: at 56.51% examples, 218180 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:02,407 : INFO : EPOCH 17 - PROGRESS: at 56.62% examples, 218165 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:03,411 : INFO : EPOCH 17 - PROGRESS: at 56.74% examples, 218171 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:04,438 : INFO : EPOCH 17 - PROGRESS: at 56.85% examples, 218152 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:05,452 : INFO : EPOCH 17 - PROGRESS: at 56.95% examples, 218129 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:06,486 : INFO : EPOCH 17 - PROGRESS: at 57.06% examples, 218121 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:07,516 : INFO : EPOCH 17 - PROGRESS: at 57.17% examples, 218120 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:08,525 : INFO : EPOCH 17 - PROGRESS: at 57.28% examples, 218071 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:09,624 : INFO : EPOCH 17 - PROGRESS: at 57.39% examples, 217982 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:10,628 : INFO : EPOCH 17 - PROGRESS: at 57.50% examples, 217968 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:11,652 : INFO : EPOCH 17 - PROGRESS: at 57.63% examples, 217963 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:12,658 : INFO : EPOCH 17 - PROGRESS: at 57.75% examples, 217972 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:13,659 : INFO : EPOCH 17 - PROGRESS: at 57.87% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:14,680 : INFO : EPOCH 17 - PROGRESS: at 58.00% examples, 217963 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:15,687 : INFO : EPOCH 17 - PROGRESS: at 58.09% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:16,710 : INFO : EPOCH 17 - PROGRESS: at 58.21% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:17,715 : INFO : EPOCH 17 - PROGRESS: at 58.32% examples, 217956 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:18,721 : INFO : EPOCH 17 - PROGRESS: at 58.44% examples, 217975 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:19,781 : INFO : EPOCH 17 - PROGRESS: at 58.56% examples, 217960 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:20,785 : INFO : EPOCH 17 - PROGRESS: at 58.69% examples, 217978 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:21,788 : INFO : EPOCH 17 - PROGRESS: at 58.81% examples, 217969 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:22,831 : INFO : EPOCH 17 - PROGRESS: at 58.93% examples, 217956 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:23,831 : INFO : EPOCH 17 - PROGRESS: at 59.06% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:24,834 : INFO : EPOCH 17 - PROGRESS: at 59.18% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:25,860 : INFO : EPOCH 17 - PROGRESS: at 59.31% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:26,875 : INFO : EPOCH 17 - PROGRESS: at 59.42% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:27,902 : INFO : EPOCH 17 - PROGRESS: at 59.54% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:28,946 : INFO : EPOCH 17 - PROGRESS: at 59.66% examples, 217972 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:29,961 : INFO : EPOCH 17 - PROGRESS: at 59.80% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:30,999 : INFO : EPOCH 17 - PROGRESS: at 59.93% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:32,025 : INFO : EPOCH 17 - PROGRESS: at 60.04% examples, 217972 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:33,030 : INFO : EPOCH 17 - PROGRESS: at 60.14% examples, 217982 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:34,056 : INFO : EPOCH 17 - PROGRESS: at 60.25% examples, 217983 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:35,063 : INFO : EPOCH 17 - PROGRESS: at 60.38% examples, 217979 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:36,092 : INFO : EPOCH 17 - PROGRESS: at 60.50% examples, 217986 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:37,138 : INFO : EPOCH 17 - PROGRESS: at 60.62% examples, 217980 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:38,160 : INFO : EPOCH 17 - PROGRESS: at 60.74% examples, 217977 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:39,172 : INFO : EPOCH 17 - PROGRESS: at 60.85% examples, 217985 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:40,193 : INFO : EPOCH 17 - PROGRESS: at 60.98% examples, 217982 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:41,229 : INFO : EPOCH 17 - PROGRESS: at 61.10% examples, 217992 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:42,253 : INFO : EPOCH 17 - PROGRESS: at 61.23% examples, 217993 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:43,262 : INFO : EPOCH 17 - PROGRESS: at 61.36% examples, 217993 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:44,294 : INFO : EPOCH 17 - PROGRESS: at 61.47% examples, 217975 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:45,300 : INFO : EPOCH 17 - PROGRESS: at 61.58% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:46,370 : INFO : EPOCH 17 - PROGRESS: at 61.71% examples, 217984 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:47,400 : INFO : EPOCH 17 - PROGRESS: at 61.81% examples, 217983 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:48,424 : INFO : EPOCH 17 - PROGRESS: at 61.91% examples, 217984 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:49,472 : INFO : EPOCH 17 - PROGRESS: at 62.03% examples, 217988 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:50,526 : INFO : EPOCH 17 - PROGRESS: at 62.16% examples, 217991 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:51,528 : INFO : EPOCH 17 - PROGRESS: at 62.30% examples, 218005 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:52,568 : INFO : EPOCH 17 - PROGRESS: at 62.41% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:53,622 : INFO : EPOCH 17 - PROGRESS: at 62.54% examples, 217981 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:54,636 : INFO : EPOCH 17 - PROGRESS: at 62.65% examples, 217999 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:55,686 : INFO : EPOCH 17 - PROGRESS: at 62.75% examples, 217984 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:56,690 : INFO : EPOCH 17 - PROGRESS: at 62.87% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:57,697 : INFO : EPOCH 17 - PROGRESS: at 63.00% examples, 217991 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:58,788 : INFO : EPOCH 17 - PROGRESS: at 63.12% examples, 217980 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:58:59,805 : INFO : EPOCH 17 - PROGRESS: at 63.25% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:00,813 : INFO : EPOCH 17 - PROGRESS: at 63.37% examples, 217987 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:01,814 : INFO : EPOCH 17 - PROGRESS: at 63.47% examples, 217984 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:02,838 : INFO : EPOCH 17 - PROGRESS: at 63.60% examples, 217990 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:03,882 : INFO : EPOCH 17 - PROGRESS: at 63.72% examples, 217991 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:04,899 : INFO : EPOCH 17 - PROGRESS: at 63.86% examples, 217998 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:05,901 : INFO : EPOCH 17 - PROGRESS: at 63.99% examples, 218007 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:06,911 : INFO : EPOCH 17 - PROGRESS: at 64.10% examples, 217985 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:07,920 : INFO : EPOCH 17 - PROGRESS: at 64.21% examples, 217995 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:08,950 : INFO : EPOCH 17 - PROGRESS: at 64.33% examples, 217989 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:10,005 : INFO : EPOCH 17 - PROGRESS: at 64.47% examples, 217991 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:11,018 : INFO : EPOCH 17 - PROGRESS: at 64.60% examples, 218003 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:12,023 : INFO : EPOCH 17 - PROGRESS: at 64.72% examples, 218010 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:13,077 : INFO : EPOCH 17 - PROGRESS: at 64.83% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:14,109 : INFO : EPOCH 17 - PROGRESS: at 64.96% examples, 217991 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:15,174 : INFO : EPOCH 17 - PROGRESS: at 65.10% examples, 218000 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:16,230 : INFO : EPOCH 17 - PROGRESS: at 65.23% examples, 217997 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:17,240 : INFO : EPOCH 17 - PROGRESS: at 65.34% examples, 217999 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:18,255 : INFO : EPOCH 17 - PROGRESS: at 65.45% examples, 218003 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:19,284 : INFO : EPOCH 17 - PROGRESS: at 65.56% examples, 218014 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:20,337 : INFO : EPOCH 17 - PROGRESS: at 65.68% examples, 218007 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:21,341 : INFO : EPOCH 17 - PROGRESS: at 65.80% examples, 218021 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:22,378 : INFO : EPOCH 17 - PROGRESS: at 65.92% examples, 218004 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:23,392 : INFO : EPOCH 17 - PROGRESS: at 66.04% examples, 218016 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:24,410 : INFO : EPOCH 17 - PROGRESS: at 66.15% examples, 218012 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:25,414 : INFO : EPOCH 17 - PROGRESS: at 66.28% examples, 218016 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:26,445 : INFO : EPOCH 17 - PROGRESS: at 66.39% examples, 218006 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:27,464 : INFO : EPOCH 17 - PROGRESS: at 66.52% examples, 218016 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:28,478 : INFO : EPOCH 17 - PROGRESS: at 66.64% examples, 218013 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:29,483 : INFO : EPOCH 17 - PROGRESS: at 66.75% examples, 218020 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:30,509 : INFO : EPOCH 17 - PROGRESS: at 66.85% examples, 218017 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:31,612 : INFO : EPOCH 17 - PROGRESS: at 67.00% examples, 218006 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:32,637 : INFO : EPOCH 17 - PROGRESS: at 67.12% examples, 218018 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:33,647 : INFO : EPOCH 17 - PROGRESS: at 67.24% examples, 218027 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:34,688 : INFO : EPOCH 17 - PROGRESS: at 67.33% examples, 218017 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:35,725 : INFO : EPOCH 17 - PROGRESS: at 67.46% examples, 218015 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:36,753 : INFO : EPOCH 17 - PROGRESS: at 67.58% examples, 218020 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:37,817 : INFO : EPOCH 17 - PROGRESS: at 67.70% examples, 218013 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:38,843 : INFO : EPOCH 17 - PROGRESS: at 67.82% examples, 218020 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:39,844 : INFO : EPOCH 17 - PROGRESS: at 67.95% examples, 218025 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:40,866 : INFO : EPOCH 17 - PROGRESS: at 68.07% examples, 218012 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:41,895 : INFO : EPOCH 17 - PROGRESS: at 68.20% examples, 218012 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:42,900 : INFO : EPOCH 17 - PROGRESS: at 68.32% examples, 218023 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:43,952 : INFO : EPOCH 17 - PROGRESS: at 68.45% examples, 218019 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:44,956 : INFO : EPOCH 17 - PROGRESS: at 68.56% examples, 218013 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:46,004 : INFO : EPOCH 17 - PROGRESS: at 68.69% examples, 218009 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:47,009 : INFO : EPOCH 17 - PROGRESS: at 68.82% examples, 218028 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:48,095 : INFO : EPOCH 17 - PROGRESS: at 68.94% examples, 218015 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:49,113 : INFO : EPOCH 17 - PROGRESS: at 69.06% examples, 218017 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:50,148 : INFO : EPOCH 17 - PROGRESS: at 69.16% examples, 218022 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:51,156 : INFO : EPOCH 17 - PROGRESS: at 69.27% examples, 218027 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:52,164 : INFO : EPOCH 17 - PROGRESS: at 69.38% examples, 218037 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:53,194 : INFO : EPOCH 17 - PROGRESS: at 69.49% examples, 218017 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:54,207 : INFO : EPOCH 17 - PROGRESS: at 69.61% examples, 218024 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:55,213 : INFO : EPOCH 17 - PROGRESS: at 69.73% examples, 218027 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:56,239 : INFO : EPOCH 17 - PROGRESS: at 69.83% examples, 218021 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:57,283 : INFO : EPOCH 17 - PROGRESS: at 69.96% examples, 218011 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:58,338 : INFO : EPOCH 17 - PROGRESS: at 70.09% examples, 218013 words/s, in_qsize 7, out_qsize 0
2020-07-16 22:59:59,374 : INFO : EPOCH 17 - PROGRESS: at 70.21% examples, 218022 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:00,398 : INFO : EPOCH 17 - PROGRESS: at 70.34% examples, 218021 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:01,405 : INFO : EPOCH 17 - PROGRESS: at 70.46% examples, 218037 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:02,420 : INFO : EPOCH 17 - PROGRESS: at 70.58% examples, 218032 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:03,431 : INFO : EPOCH 17 - PROGRESS: at 70.70% examples, 218027 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:04,518 : INFO : EPOCH 17 - PROGRESS: at 70.83% examples, 218019 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:05,544 : INFO : EPOCH 17 - PROGRESS: at 70.95% examples, 218030 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:06,584 : INFO : EPOCH 17 - PROGRESS: at 71.07% examples, 218028 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:07,603 : INFO : EPOCH 17 - PROGRESS: at 71.21% examples, 218027 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:08,630 : INFO : EPOCH 17 - PROGRESS: at 71.32% examples, 218035 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:09,678 : INFO : EPOCH 17 - PROGRESS: at 71.43% examples, 218030 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:10,742 : INFO : EPOCH 17 - PROGRESS: at 71.56% examples, 218030 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:11,755 : INFO : EPOCH 17 - PROGRESS: at 71.69% examples, 218031 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:12,757 : INFO : EPOCH 17 - PROGRESS: at 71.83% examples, 218049 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:13,787 : INFO : EPOCH 17 - PROGRESS: at 71.94% examples, 218022 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:14,841 : INFO : EPOCH 17 - PROGRESS: at 72.07% examples, 218024 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:15,878 : INFO : EPOCH 17 - PROGRESS: at 72.18% examples, 218030 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:16,920 : INFO : EPOCH 17 - PROGRESS: at 72.31% examples, 218035 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:17,961 : INFO : EPOCH 17 - PROGRESS: at 72.42% examples, 218031 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:18,997 : INFO : EPOCH 17 - PROGRESS: at 72.55% examples, 218031 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:20,002 : INFO : EPOCH 17 - PROGRESS: at 72.65% examples, 218036 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:21,007 : INFO : EPOCH 17 - PROGRESS: at 72.75% examples, 218035 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:22,022 : INFO : EPOCH 17 - PROGRESS: at 72.86% examples, 218037 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:23,032 : INFO : EPOCH 17 - PROGRESS: at 72.98% examples, 218036 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:24,057 : INFO : EPOCH 17 - PROGRESS: at 73.10% examples, 218026 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:25,085 : INFO : EPOCH 17 - PROGRESS: at 73.22% examples, 218017 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:26,178 : INFO : EPOCH 17 - PROGRESS: at 73.35% examples, 218020 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:27,222 : INFO : EPOCH 17 - PROGRESS: at 73.45% examples, 218016 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:28,238 : INFO : EPOCH 17 - PROGRESS: at 73.57% examples, 218027 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:29,251 : INFO : EPOCH 17 - PROGRESS: at 73.70% examples, 218032 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:30,259 : INFO : EPOCH 17 - PROGRESS: at 73.81% examples, 218022 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:31,301 : INFO : EPOCH 17 - PROGRESS: at 73.94% examples, 218025 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:32,321 : INFO : EPOCH 17 - PROGRESS: at 74.05% examples, 218026 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:33,351 : INFO : EPOCH 17 - PROGRESS: at 74.20% examples, 218032 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:34,379 : INFO : EPOCH 17 - PROGRESS: at 74.31% examples, 218022 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:35,397 : INFO : EPOCH 17 - PROGRESS: at 74.44% examples, 218027 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:36,406 : INFO : EPOCH 17 - PROGRESS: at 74.55% examples, 218027 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:37,416 : INFO : EPOCH 17 - PROGRESS: at 74.67% examples, 218040 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:38,481 : INFO : EPOCH 17 - PROGRESS: at 74.78% examples, 218029 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:39,492 : INFO : EPOCH 17 - PROGRESS: at 74.90% examples, 218034 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:40,503 : INFO : EPOCH 17 - PROGRESS: at 75.02% examples, 218031 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:41,504 : INFO : EPOCH 17 - PROGRESS: at 75.15% examples, 218039 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:42,593 : INFO : EPOCH 17 - PROGRESS: at 75.29% examples, 218026 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:43,602 : INFO : EPOCH 17 - PROGRESS: at 75.39% examples, 218026 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:44,608 : INFO : EPOCH 17 - PROGRESS: at 75.52% examples, 218034 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:45,655 : INFO : EPOCH 17 - PROGRESS: at 75.65% examples, 218034 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:46,709 : INFO : EPOCH 17 - PROGRESS: at 75.79% examples, 218031 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:47,776 : INFO : EPOCH 17 - PROGRESS: at 75.91% examples, 218026 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:48,836 : INFO : EPOCH 17 - PROGRESS: at 76.04% examples, 218032 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:49,840 : INFO : EPOCH 17 - PROGRESS: at 76.15% examples, 218031 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:50,845 : INFO : EPOCH 17 - PROGRESS: at 76.27% examples, 218043 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:51,920 : INFO : EPOCH 17 - PROGRESS: at 76.38% examples, 218026 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:52,941 : INFO : EPOCH 17 - PROGRESS: at 76.50% examples, 218043 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:53,958 : INFO : EPOCH 17 - PROGRESS: at 76.61% examples, 218046 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:54,967 : INFO : EPOCH 17 - PROGRESS: at 76.74% examples, 218044 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:56,024 : INFO : EPOCH 17 - PROGRESS: at 76.87% examples, 218043 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:57,036 : INFO : EPOCH 17 - PROGRESS: at 76.96% examples, 218044 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:58,053 : INFO : EPOCH 17 - PROGRESS: at 77.08% examples, 218041 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:00:59,078 : INFO : EPOCH 17 - PROGRESS: at 77.22% examples, 218051 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:00,120 : INFO : EPOCH 17 - PROGRESS: at 77.33% examples, 218043 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:01,127 : INFO : EPOCH 17 - PROGRESS: at 77.45% examples, 218039 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:02,161 : INFO : EPOCH 17 - PROGRESS: at 77.58% examples, 218046 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:03,243 : INFO : EPOCH 17 - PROGRESS: at 77.69% examples, 218042 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:04,321 : INFO : EPOCH 17 - PROGRESS: at 77.80% examples, 218035 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:05,372 : INFO : EPOCH 17 - PROGRESS: at 77.93% examples, 218045 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:06,429 : INFO : EPOCH 17 - PROGRESS: at 78.07% examples, 218045 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:07,432 : INFO : EPOCH 17 - PROGRESS: at 78.17% examples, 218054 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:08,463 : INFO : EPOCH 17 - PROGRESS: at 78.31% examples, 218054 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:09,485 : INFO : EPOCH 17 - PROGRESS: at 78.42% examples, 218049 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:10,527 : INFO : EPOCH 17 - PROGRESS: at 78.52% examples, 218054 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:11,545 : INFO : EPOCH 17 - PROGRESS: at 78.64% examples, 218049 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:12,561 : INFO : EPOCH 17 - PROGRESS: at 78.76% examples, 218046 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:13,577 : INFO : EPOCH 17 - PROGRESS: at 78.86% examples, 218043 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:14,610 : INFO : EPOCH 17 - PROGRESS: at 78.97% examples, 218051 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:15,621 : INFO : EPOCH 17 - PROGRESS: at 79.09% examples, 218043 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:16,627 : INFO : EPOCH 17 - PROGRESS: at 79.21% examples, 218047 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:17,627 : INFO : EPOCH 17 - PROGRESS: at 79.33% examples, 218055 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:18,683 : INFO : EPOCH 17 - PROGRESS: at 79.48% examples, 218052 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:19,716 : INFO : EPOCH 17 - PROGRESS: at 79.59% examples, 218050 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:20,718 : INFO : EPOCH 17 - PROGRESS: at 79.69% examples, 218044 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:21,748 : INFO : EPOCH 17 - PROGRESS: at 79.82% examples, 218055 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:22,766 : INFO : EPOCH 17 - PROGRESS: at 79.94% examples, 218049 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:23,797 : INFO : EPOCH 17 - PROGRESS: at 80.07% examples, 218054 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:24,817 : INFO : EPOCH 17 - PROGRESS: at 80.19% examples, 218060 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:25,825 : INFO : EPOCH 17 - PROGRESS: at 80.30% examples, 218055 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:26,828 : INFO : EPOCH 17 - PROGRESS: at 80.41% examples, 218047 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:27,878 : INFO : EPOCH 17 - PROGRESS: at 80.53% examples, 218049 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:28,889 : INFO : EPOCH 17 - PROGRESS: at 80.65% examples, 218047 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:29,919 : INFO : EPOCH 17 - PROGRESS: at 80.78% examples, 218050 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:30,934 : INFO : EPOCH 17 - PROGRESS: at 80.91% examples, 218066 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:31,937 : INFO : EPOCH 17 - PROGRESS: at 81.04% examples, 218058 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:32,954 : INFO : EPOCH 17 - PROGRESS: at 81.17% examples, 218054 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:33,958 : INFO : EPOCH 17 - PROGRESS: at 81.29% examples, 218059 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:35,034 : INFO : EPOCH 17 - PROGRESS: at 81.40% examples, 218048 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:36,047 : INFO : EPOCH 17 - PROGRESS: at 81.51% examples, 218052 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:37,104 : INFO : EPOCH 17 - PROGRESS: at 81.64% examples, 218050 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:38,147 : INFO : EPOCH 17 - PROGRESS: at 81.77% examples, 218058 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:39,199 : INFO : EPOCH 17 - PROGRESS: at 81.88% examples, 218055 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:40,230 : INFO : EPOCH 17 - PROGRESS: at 82.00% examples, 218051 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:41,238 : INFO : EPOCH 17 - PROGRESS: at 82.11% examples, 218073 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:42,259 : INFO : EPOCH 17 - PROGRESS: at 82.21% examples, 218060 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:43,277 : INFO : EPOCH 17 - PROGRESS: at 82.34% examples, 218049 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:44,285 : INFO : EPOCH 17 - PROGRESS: at 82.46% examples, 218052 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:45,332 : INFO : EPOCH 17 - PROGRESS: at 82.60% examples, 218063 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:46,334 : INFO : EPOCH 17 - PROGRESS: at 82.72% examples, 218062 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:47,349 : INFO : EPOCH 17 - PROGRESS: at 82.83% examples, 218061 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:48,359 : INFO : EPOCH 17 - PROGRESS: at 82.95% examples, 218060 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:49,376 : INFO : EPOCH 17 - PROGRESS: at 83.07% examples, 218059 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:50,390 : INFO : EPOCH 17 - PROGRESS: at 83.19% examples, 218056 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:51,400 : INFO : EPOCH 17 - PROGRESS: at 83.32% examples, 218064 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:52,432 : INFO : EPOCH 17 - PROGRESS: at 83.43% examples, 218050 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:53,438 : INFO : EPOCH 17 - PROGRESS: at 83.54% examples, 218052 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:54,465 : INFO : EPOCH 17 - PROGRESS: at 83.65% examples, 218070 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:55,473 : INFO : EPOCH 17 - PROGRESS: at 83.76% examples, 218057 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:56,473 : INFO : EPOCH 17 - PROGRESS: at 83.89% examples, 218061 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:57,477 : INFO : EPOCH 17 - PROGRESS: at 84.01% examples, 218063 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:58,490 : INFO : EPOCH 17 - PROGRESS: at 84.14% examples, 218059 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:01:59,495 : INFO : EPOCH 17 - PROGRESS: at 84.25% examples, 218067 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:00,523 : INFO : EPOCH 17 - PROGRESS: at 84.37% examples, 218062 words/s, in_qsize 6, out_qsize 1
2020-07-16 23:02:01,548 : INFO : EPOCH 17 - PROGRESS: at 84.48% examples, 218064 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:02,562 : INFO : EPOCH 17 - PROGRESS: at 84.60% examples, 218070 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:03,563 : INFO : EPOCH 17 - PROGRESS: at 84.71% examples, 218076 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:04,565 : INFO : EPOCH 17 - PROGRESS: at 84.83% examples, 218064 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:05,568 : INFO : EPOCH 17 - PROGRESS: at 84.95% examples, 218059 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:06,635 : INFO : EPOCH 17 - PROGRESS: at 85.08% examples, 218062 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:07,641 : INFO : EPOCH 17 - PROGRESS: at 85.18% examples, 218059 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:08,654 : INFO : EPOCH 17 - PROGRESS: at 85.28% examples, 218057 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:09,655 : INFO : EPOCH 17 - PROGRESS: at 85.41% examples, 218070 words/s, in_qsize 8, out_qsize 0
2020-07-16 23:02:10,657 : INFO : EPOCH 17 - PROGRESS: at 85.53% examples, 218074 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:11,677 : INFO : EPOCH 17 - PROGRESS: at 85.66% examples, 218068 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:12,716 : INFO : EPOCH 17 - PROGRESS: at 85.78% examples, 218062 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:13,735 : INFO : EPOCH 17 - PROGRESS: at 85.91% examples, 218063 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:14,760 : INFO : EPOCH 17 - PROGRESS: at 86.02% examples, 218068 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:15,779 : INFO : EPOCH 17 - PROGRESS: at 86.15% examples, 218063 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:16,804 : INFO : EPOCH 17 - PROGRESS: at 86.26% examples, 218063 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:17,815 : INFO : EPOCH 17 - PROGRESS: at 86.39% examples, 218073 words/s, in_qsize 8, out_qsize 0
2020-07-16 23:02:18,837 : INFO : EPOCH 17 - PROGRESS: at 86.50% examples, 218068 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:19,881 : INFO : EPOCH 17 - PROGRESS: at 86.62% examples, 218067 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:20,933 : INFO : EPOCH 17 - PROGRESS: at 86.73% examples, 218068 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:21,981 : INFO : EPOCH 17 - PROGRESS: at 86.87% examples, 218061 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:23,001 : INFO : EPOCH 17 - PROGRESS: at 86.98% examples, 218073 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:24,041 : INFO : EPOCH 17 - PROGRESS: at 87.09% examples, 218071 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:25,070 : INFO : EPOCH 17 - PROGRESS: at 87.23% examples, 218074 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:26,092 : INFO : EPOCH 17 - PROGRESS: at 87.35% examples, 218073 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:27,097 : INFO : EPOCH 17 - PROGRESS: at 87.47% examples, 218064 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:28,126 : INFO : EPOCH 17 - PROGRESS: at 87.59% examples, 218072 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:29,137 : INFO : EPOCH 17 - PROGRESS: at 87.72% examples, 218075 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:30,151 : INFO : EPOCH 17 - PROGRESS: at 87.83% examples, 218069 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:31,214 : INFO : EPOCH 17 - PROGRESS: at 87.97% examples, 218072 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:32,218 : INFO : EPOCH 17 - PROGRESS: at 88.10% examples, 218080 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:33,286 : INFO : EPOCH 17 - PROGRESS: at 88.20% examples, 218062 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:34,339 : INFO : EPOCH 17 - PROGRESS: at 88.33% examples, 218077 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:35,371 : INFO : EPOCH 17 - PROGRESS: at 88.46% examples, 218064 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:36,417 : INFO : EPOCH 17 - PROGRESS: at 88.58% examples, 218059 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:37,463 : INFO : EPOCH 17 - PROGRESS: at 88.70% examples, 218047 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:38,491 : INFO : EPOCH 17 - PROGRESS: at 88.82% examples, 218043 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:39,492 : INFO : EPOCH 17 - PROGRESS: at 88.95% examples, 218044 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:40,501 : INFO : EPOCH 17 - PROGRESS: at 89.04% examples, 218019 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:41,537 : INFO : EPOCH 17 - PROGRESS: at 89.13% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:42,586 : INFO : EPOCH 17 - PROGRESS: at 89.24% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:43,593 : INFO : EPOCH 17 - PROGRESS: at 89.34% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:44,594 : INFO : EPOCH 17 - PROGRESS: at 89.47% examples, 217934 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:45,602 : INFO : EPOCH 17 - PROGRESS: at 89.58% examples, 217939 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:46,606 : INFO : EPOCH 17 - PROGRESS: at 89.71% examples, 217946 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:47,611 : INFO : EPOCH 17 - PROGRESS: at 89.83% examples, 217952 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:48,650 : INFO : EPOCH 17 - PROGRESS: at 89.95% examples, 217942 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:49,713 : INFO : EPOCH 17 - PROGRESS: at 90.08% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:50,770 : INFO : EPOCH 17 - PROGRESS: at 90.21% examples, 217936 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:51,817 : INFO : EPOCH 17 - PROGRESS: at 90.32% examples, 217939 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:52,831 : INFO : EPOCH 17 - PROGRESS: at 90.43% examples, 217940 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:53,837 : INFO : EPOCH 17 - PROGRESS: at 90.53% examples, 217947 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:54,915 : INFO : EPOCH 17 - PROGRESS: at 90.65% examples, 217932 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:55,917 : INFO : EPOCH 17 - PROGRESS: at 90.78% examples, 217947 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:56,918 : INFO : EPOCH 17 - PROGRESS: at 90.90% examples, 217950 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:58,014 : INFO : EPOCH 17 - PROGRESS: at 91.01% examples, 217933 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:02:59,030 : INFO : EPOCH 17 - PROGRESS: at 91.14% examples, 217939 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:00,103 : INFO : EPOCH 17 - PROGRESS: at 91.26% examples, 217935 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:01,103 : INFO : EPOCH 17 - PROGRESS: at 91.39% examples, 217956 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:02,131 : INFO : EPOCH 17 - PROGRESS: at 91.50% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:03,168 : INFO : EPOCH 17 - PROGRESS: at 91.61% examples, 217943 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:04,170 : INFO : EPOCH 17 - PROGRESS: at 91.73% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:05,212 : INFO : EPOCH 17 - PROGRESS: at 91.83% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:06,241 : INFO : EPOCH 17 - PROGRESS: at 91.96% examples, 217948 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:07,299 : INFO : EPOCH 17 - PROGRESS: at 92.07% examples, 217941 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:08,327 : INFO : EPOCH 17 - PROGRESS: at 92.20% examples, 217942 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:09,364 : INFO : EPOCH 17 - PROGRESS: at 92.33% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:10,403 : INFO : EPOCH 17 - PROGRESS: at 92.46% examples, 217950 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:11,487 : INFO : EPOCH 17 - PROGRESS: at 92.57% examples, 217944 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:12,529 : INFO : EPOCH 17 - PROGRESS: at 92.69% examples, 217952 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:13,560 : INFO : EPOCH 17 - PROGRESS: at 92.80% examples, 217945 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:14,592 : INFO : EPOCH 17 - PROGRESS: at 92.92% examples, 217952 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:15,612 : INFO : EPOCH 17 - PROGRESS: at 93.02% examples, 217958 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:16,629 : INFO : EPOCH 17 - PROGRESS: at 93.12% examples, 217954 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:17,683 : INFO : EPOCH 17 - PROGRESS: at 93.22% examples, 217954 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:18,692 : INFO : EPOCH 17 - PROGRESS: at 93.35% examples, 217959 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:19,706 : INFO : EPOCH 17 - PROGRESS: at 93.47% examples, 217958 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:20,732 : INFO : EPOCH 17 - PROGRESS: at 93.59% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:21,755 : INFO : EPOCH 17 - PROGRESS: at 93.70% examples, 217952 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:22,822 : INFO : EPOCH 17 - PROGRESS: at 93.84% examples, 217952 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:23,861 : INFO : EPOCH 17 - PROGRESS: at 93.94% examples, 217959 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:24,936 : INFO : EPOCH 17 - PROGRESS: at 94.06% examples, 217957 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:25,969 : INFO : EPOCH 17 - PROGRESS: at 94.19% examples, 217956 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:26,974 : INFO : EPOCH 17 - PROGRESS: at 94.31% examples, 217958 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:27,988 : INFO : EPOCH 17 - PROGRESS: at 94.42% examples, 217962 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:29,042 : INFO : EPOCH 17 - PROGRESS: at 94.55% examples, 217950 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:30,046 : INFO : EPOCH 17 - PROGRESS: at 94.67% examples, 217955 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:31,096 : INFO : EPOCH 17 - PROGRESS: at 94.80% examples, 217957 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:32,127 : INFO : EPOCH 17 - PROGRESS: at 94.93% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:33,144 : INFO : EPOCH 17 - PROGRESS: at 95.03% examples, 217963 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:34,226 : INFO : EPOCH 17 - PROGRESS: at 95.15% examples, 217954 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:35,229 : INFO : EPOCH 17 - PROGRESS: at 95.27% examples, 217969 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:36,280 : INFO : EPOCH 17 - PROGRESS: at 95.37% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:37,285 : INFO : EPOCH 17 - PROGRESS: at 95.49% examples, 217960 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:38,288 : INFO : EPOCH 17 - PROGRESS: at 95.60% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:39,289 : INFO : EPOCH 17 - PROGRESS: at 95.73% examples, 217968 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:40,328 : INFO : EPOCH 17 - PROGRESS: at 95.82% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:41,334 : INFO : EPOCH 17 - PROGRESS: at 95.94% examples, 217970 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:42,349 : INFO : EPOCH 17 - PROGRESS: at 96.06% examples, 217967 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:43,379 : INFO : EPOCH 17 - PROGRESS: at 96.19% examples, 217962 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:44,422 : INFO : EPOCH 17 - PROGRESS: at 96.30% examples, 217968 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:45,494 : INFO : EPOCH 17 - PROGRESS: at 96.41% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:46,535 : INFO : EPOCH 17 - PROGRESS: at 96.55% examples, 217966 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:47,560 : INFO : EPOCH 17 - PROGRESS: at 96.66% examples, 217967 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:48,632 : INFO : EPOCH 17 - PROGRESS: at 96.78% examples, 217963 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:49,659 : INFO : EPOCH 17 - PROGRESS: at 96.90% examples, 217971 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:50,661 : INFO : EPOCH 17 - PROGRESS: at 97.01% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:51,728 : INFO : EPOCH 17 - PROGRESS: at 97.12% examples, 217965 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:52,745 : INFO : EPOCH 17 - PROGRESS: at 97.25% examples, 217971 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:53,818 : INFO : EPOCH 17 - PROGRESS: at 97.37% examples, 217969 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:54,830 : INFO : EPOCH 17 - PROGRESS: at 97.50% examples, 217971 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:55,926 : INFO : EPOCH 17 - PROGRESS: at 97.64% examples, 217963 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:56,984 : INFO : EPOCH 17 - PROGRESS: at 97.79% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:57,987 : INFO : EPOCH 17 - PROGRESS: at 97.91% examples, 217971 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:03:59,005 : INFO : EPOCH 17 - PROGRESS: at 98.03% examples, 217973 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:00,022 : INFO : EPOCH 17 - PROGRESS: at 98.16% examples, 217970 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:01,039 : INFO : EPOCH 17 - PROGRESS: at 98.27% examples, 217971 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:02,076 : INFO : EPOCH 17 - PROGRESS: at 98.38% examples, 217969 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:03,098 : INFO : EPOCH 17 - PROGRESS: at 98.50% examples, 217968 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:04,111 : INFO : EPOCH 17 - PROGRESS: at 98.63% examples, 217974 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:05,151 : INFO : EPOCH 17 - PROGRESS: at 98.73% examples, 217968 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:06,251 : INFO : EPOCH 17 - PROGRESS: at 98.86% examples, 217962 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:07,278 : INFO : EPOCH 17 - PROGRESS: at 98.97% examples, 217967 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:08,335 : INFO : EPOCH 17 - PROGRESS: at 99.12% examples, 217962 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:09,420 : INFO : EPOCH 17 - PROGRESS: at 99.23% examples, 217964 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:10,470 : INFO : EPOCH 17 - PROGRESS: at 99.36% examples, 217968 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:11,472 : INFO : EPOCH 17 - PROGRESS: at 99.48% examples, 217977 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:12,485 : INFO : EPOCH 17 - PROGRESS: at 99.58% examples, 217972 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:13,532 : INFO : EPOCH 17 - PROGRESS: at 99.71% examples, 217969 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:14,548 : INFO : EPOCH 17 - PROGRESS: at 99.82% examples, 217980 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:15,566 : INFO : EPOCH 17 - PROGRESS: at 99.93% examples, 217976 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:16,162 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 23:04:16,205 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 23:04:16,221 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 23:04:16,256 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 23:04:16,257 : INFO : EPOCH - 17 : training on 247361374 raw words (187348274 effective words) took 859.5s, 217980 effective words/s
2020-07-16 23:04:17,330 : INFO : EPOCH 18 - PROGRESS: at 0.12% examples, 200051 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:18,340 : INFO : EPOCH 18 - PROGRESS: at 0.23% examples, 211243 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:19,343 : INFO : EPOCH 18 - PROGRESS: at 0.35% examples, 214912 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:20,374 : INFO : EPOCH 18 - PROGRESS: at 0.47% examples, 213265 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:21,377 : INFO : EPOCH 18 - PROGRESS: at 0.60% examples, 214439 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:22,379 : INFO : EPOCH 18 - PROGRESS: at 0.73% examples, 216108 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:23,467 : INFO : EPOCH 18 - PROGRESS: at 0.87% examples, 215248 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:24,526 : INFO : EPOCH 18 - PROGRESS: at 0.99% examples, 215288 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:25,527 : INFO : EPOCH 18 - PROGRESS: at 1.10% examples, 216608 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:26,527 : INFO : EPOCH 18 - PROGRESS: at 1.21% examples, 216395 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:27,554 : INFO : EPOCH 18 - PROGRESS: at 1.34% examples, 217243 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:28,592 : INFO : EPOCH 18 - PROGRESS: at 1.46% examples, 216824 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:29,622 : INFO : EPOCH 18 - PROGRESS: at 1.58% examples, 216845 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:30,628 : INFO : EPOCH 18 - PROGRESS: at 1.69% examples, 217397 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:31,631 : INFO : EPOCH 18 - PROGRESS: at 1.80% examples, 217276 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:32,662 : INFO : EPOCH 18 - PROGRESS: at 1.92% examples, 216977 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:33,682 : INFO : EPOCH 18 - PROGRESS: at 2.05% examples, 217261 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:34,701 : INFO : EPOCH 18 - PROGRESS: at 2.17% examples, 217399 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:35,714 : INFO : EPOCH 18 - PROGRESS: at 2.30% examples, 217439 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:36,760 : INFO : EPOCH 18 - PROGRESS: at 2.40% examples, 217186 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:37,784 : INFO : EPOCH 18 - PROGRESS: at 2.54% examples, 217491 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:38,836 : INFO : EPOCH 18 - PROGRESS: at 2.64% examples, 217051 words/s, in_qsize 8, out_qsize 1
2020-07-16 23:04:39,854 : INFO : EPOCH 18 - PROGRESS: at 2.74% examples, 217197 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:40,897 : INFO : EPOCH 18 - PROGRESS: at 2.85% examples, 217403 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:41,926 : INFO : EPOCH 18 - PROGRESS: at 2.96% examples, 217507 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:42,955 : INFO : EPOCH 18 - PROGRESS: at 3.07% examples, 217491 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:44,008 : INFO : EPOCH 18 - PROGRESS: at 3.20% examples, 217544 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:45,046 : INFO : EPOCH 18 - PROGRESS: at 3.32% examples, 217417 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:46,055 : INFO : EPOCH 18 - PROGRESS: at 3.46% examples, 217428 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:47,068 : INFO : EPOCH 18 - PROGRESS: at 3.55% examples, 217320 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:48,081 : INFO : EPOCH 18 - PROGRESS: at 3.70% examples, 217540 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:49,091 : INFO : EPOCH 18 - PROGRESS: at 3.81% examples, 217595 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:50,093 : INFO : EPOCH 18 - PROGRESS: at 3.93% examples, 217554 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:51,097 : INFO : EPOCH 18 - PROGRESS: at 4.05% examples, 217553 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:52,125 : INFO : EPOCH 18 - PROGRESS: at 4.18% examples, 217534 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:53,163 : INFO : EPOCH 18 - PROGRESS: at 4.29% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:54,206 : INFO : EPOCH 18 - PROGRESS: at 4.42% examples, 217622 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:55,219 : INFO : EPOCH 18 - PROGRESS: at 4.55% examples, 217617 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:56,225 : INFO : EPOCH 18 - PROGRESS: at 4.64% examples, 217651 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:57,236 : INFO : EPOCH 18 - PROGRESS: at 4.77% examples, 217701 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:58,256 : INFO : EPOCH 18 - PROGRESS: at 4.90% examples, 217595 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:04:59,293 : INFO : EPOCH 18 - PROGRESS: at 5.03% examples, 217611 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:00,324 : INFO : EPOCH 18 - PROGRESS: at 5.16% examples, 217609 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:01,333 : INFO : EPOCH 18 - PROGRESS: at 5.27% examples, 217608 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:02,335 : INFO : EPOCH 18 - PROGRESS: at 5.39% examples, 217691 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:03,349 : INFO : EPOCH 18 - PROGRESS: at 5.52% examples, 217689 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:04,395 : INFO : EPOCH 18 - PROGRESS: at 5.63% examples, 217520 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:05,413 : INFO : EPOCH 18 - PROGRESS: at 5.75% examples, 217645 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:06,430 : INFO : EPOCH 18 - PROGRESS: at 5.85% examples, 217642 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:07,444 : INFO : EPOCH 18 - PROGRESS: at 5.99% examples, 217772 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:08,495 : INFO : EPOCH 18 - PROGRESS: at 6.10% examples, 217531 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:09,511 : INFO : EPOCH 18 - PROGRESS: at 6.23% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:10,512 : INFO : EPOCH 18 - PROGRESS: at 6.35% examples, 217676 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:11,528 : INFO : EPOCH 18 - PROGRESS: at 6.46% examples, 217733 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:12,590 : INFO : EPOCH 18 - PROGRESS: at 6.56% examples, 217649 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:13,659 : INFO : EPOCH 18 - PROGRESS: at 6.68% examples, 217620 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:14,683 : INFO : EPOCH 18 - PROGRESS: at 6.81% examples, 217753 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:15,781 : INFO : EPOCH 18 - PROGRESS: at 6.92% examples, 217601 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:16,782 : INFO : EPOCH 18 - PROGRESS: at 7.05% examples, 217799 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:17,827 : INFO : EPOCH 18 - PROGRESS: at 7.16% examples, 217625 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:18,877 : INFO : EPOCH 18 - PROGRESS: at 7.29% examples, 217726 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:19,937 : INFO : EPOCH 18 - PROGRESS: at 7.39% examples, 217634 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:21,010 : INFO : EPOCH 18 - PROGRESS: at 7.53% examples, 217660 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:22,031 : INFO : EPOCH 18 - PROGRESS: at 7.64% examples, 217675 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:23,088 : INFO : EPOCH 18 - PROGRESS: at 7.76% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:24,130 : INFO : EPOCH 18 - PROGRESS: at 7.88% examples, 217664 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:25,162 : INFO : EPOCH 18 - PROGRESS: at 7.99% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:26,163 : INFO : EPOCH 18 - PROGRESS: at 8.11% examples, 217670 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:27,164 : INFO : EPOCH 18 - PROGRESS: at 8.22% examples, 217735 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:28,170 : INFO : EPOCH 18 - PROGRESS: at 8.34% examples, 217769 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:29,217 : INFO : EPOCH 18 - PROGRESS: at 8.45% examples, 217750 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:30,220 : INFO : EPOCH 18 - PROGRESS: at 8.58% examples, 217812 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:31,239 : INFO : EPOCH 18 - PROGRESS: at 8.72% examples, 217797 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:32,240 : INFO : EPOCH 18 - PROGRESS: at 8.85% examples, 217786 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:33,249 : INFO : EPOCH 18 - PROGRESS: at 8.96% examples, 217777 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:34,253 : INFO : EPOCH 18 - PROGRESS: at 9.06% examples, 217787 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:35,258 : INFO : EPOCH 18 - PROGRESS: at 9.18% examples, 217801 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:36,289 : INFO : EPOCH 18 - PROGRESS: at 9.28% examples, 217839 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:37,294 : INFO : EPOCH 18 - PROGRESS: at 9.41% examples, 217787 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:38,301 : INFO : EPOCH 18 - PROGRESS: at 9.53% examples, 217798 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:39,309 : INFO : EPOCH 18 - PROGRESS: at 9.65% examples, 217879 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:40,325 : INFO : EPOCH 18 - PROGRESS: at 9.76% examples, 217813 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:41,343 : INFO : EPOCH 18 - PROGRESS: at 9.88% examples, 217879 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:42,346 : INFO : EPOCH 18 - PROGRESS: at 10.00% examples, 217866 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:43,401 : INFO : EPOCH 18 - PROGRESS: at 10.11% examples, 217730 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:44,422 : INFO : EPOCH 18 - PROGRESS: at 10.22% examples, 217784 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:45,441 : INFO : EPOCH 18 - PROGRESS: at 10.31% examples, 217845 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:46,445 : INFO : EPOCH 18 - PROGRESS: at 10.43% examples, 217834 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:47,454 : INFO : EPOCH 18 - PROGRESS: at 10.57% examples, 217782 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:48,482 : INFO : EPOCH 18 - PROGRESS: at 10.71% examples, 217801 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:49,543 : INFO : EPOCH 18 - PROGRESS: at 10.83% examples, 217782 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:50,553 : INFO : EPOCH 18 - PROGRESS: at 10.93% examples, 217818 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:51,561 : INFO : EPOCH 18 - PROGRESS: at 11.07% examples, 217775 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:52,606 : INFO : EPOCH 18 - PROGRESS: at 11.18% examples, 217739 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:53,651 : INFO : EPOCH 18 - PROGRESS: at 11.30% examples, 217776 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:54,696 : INFO : EPOCH 18 - PROGRESS: at 11.42% examples, 217813 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:55,749 : INFO : EPOCH 18 - PROGRESS: at 11.53% examples, 217805 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:56,763 : INFO : EPOCH 18 - PROGRESS: at 11.66% examples, 217832 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:57,766 : INFO : EPOCH 18 - PROGRESS: at 11.78% examples, 217901 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:58,774 : INFO : EPOCH 18 - PROGRESS: at 11.89% examples, 217793 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:05:59,780 : INFO : EPOCH 18 - PROGRESS: at 12.00% examples, 217820 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:00,794 : INFO : EPOCH 18 - PROGRESS: at 12.11% examples, 217814 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:01,902 : INFO : EPOCH 18 - PROGRESS: at 12.24% examples, 217751 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:02,935 : INFO : EPOCH 18 - PROGRESS: at 12.37% examples, 217790 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:03,966 : INFO : EPOCH 18 - PROGRESS: at 12.49% examples, 217815 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:04,968 : INFO : EPOCH 18 - PROGRESS: at 12.59% examples, 217833 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:05,993 : INFO : EPOCH 18 - PROGRESS: at 12.71% examples, 217828 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:07,069 : INFO : EPOCH 18 - PROGRESS: at 12.83% examples, 217754 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:08,089 : INFO : EPOCH 18 - PROGRESS: at 12.94% examples, 217798 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:09,156 : INFO : EPOCH 18 - PROGRESS: at 13.05% examples, 217806 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:10,205 : INFO : EPOCH 18 - PROGRESS: at 13.17% examples, 217747 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:11,277 : INFO : EPOCH 18 - PROGRESS: at 13.31% examples, 217787 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:12,342 : INFO : EPOCH 18 - PROGRESS: at 13.42% examples, 217796 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:13,412 : INFO : EPOCH 18 - PROGRESS: at 13.55% examples, 217812 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:14,474 : INFO : EPOCH 18 - PROGRESS: at 13.67% examples, 217805 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:15,484 : INFO : EPOCH 18 - PROGRESS: at 13.79% examples, 217857 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:16,486 : INFO : EPOCH 18 - PROGRESS: at 13.90% examples, 217913 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:17,525 : INFO : EPOCH 18 - PROGRESS: at 14.02% examples, 217807 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:18,554 : INFO : EPOCH 18 - PROGRESS: at 14.16% examples, 217857 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:19,560 : INFO : EPOCH 18 - PROGRESS: at 14.28% examples, 217870 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:20,561 : INFO : EPOCH 18 - PROGRESS: at 14.41% examples, 217860 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:21,635 : INFO : EPOCH 18 - PROGRESS: at 14.53% examples, 217824 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:22,676 : INFO : EPOCH 18 - PROGRESS: at 14.66% examples, 217840 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:23,713 : INFO : EPOCH 18 - PROGRESS: at 14.77% examples, 217825 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:24,733 : INFO : EPOCH 18 - PROGRESS: at 14.87% examples, 217871 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:25,742 : INFO : EPOCH 18 - PROGRESS: at 15.00% examples, 217887 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:26,770 : INFO : EPOCH 18 - PROGRESS: at 15.12% examples, 217876 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:27,805 : INFO : EPOCH 18 - PROGRESS: at 15.23% examples, 217842 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:28,850 : INFO : EPOCH 18 - PROGRESS: at 15.35% examples, 217865 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:29,908 : INFO : EPOCH 18 - PROGRESS: at 15.49% examples, 217832 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:30,929 : INFO : EPOCH 18 - PROGRESS: at 15.61% examples, 217887 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:31,933 : INFO : EPOCH 18 - PROGRESS: at 15.73% examples, 217876 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:32,943 : INFO : EPOCH 18 - PROGRESS: at 15.87% examples, 217868 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:33,955 : INFO : EPOCH 18 - PROGRESS: at 15.99% examples, 217874 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:34,979 : INFO : EPOCH 18 - PROGRESS: at 16.11% examples, 217892 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:36,012 : INFO : EPOCH 18 - PROGRESS: at 16.23% examples, 217877 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:37,062 : INFO : EPOCH 18 - PROGRESS: at 16.37% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:38,077 : INFO : EPOCH 18 - PROGRESS: at 16.50% examples, 217920 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:39,118 : INFO : EPOCH 18 - PROGRESS: at 16.62% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:40,147 : INFO : EPOCH 18 - PROGRESS: at 16.75% examples, 217904 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:41,244 : INFO : EPOCH 18 - PROGRESS: at 16.86% examples, 217845 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:42,273 : INFO : EPOCH 18 - PROGRESS: at 16.97% examples, 217869 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:43,290 : INFO : EPOCH 18 - PROGRESS: at 17.08% examples, 217891 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:44,293 : INFO : EPOCH 18 - PROGRESS: at 17.19% examples, 217907 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:45,295 : INFO : EPOCH 18 - PROGRESS: at 17.31% examples, 217887 words/s, in_qsize 6, out_qsize 1
2020-07-16 23:06:46,302 : INFO : EPOCH 18 - PROGRESS: at 17.44% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:47,310 : INFO : EPOCH 18 - PROGRESS: at 17.56% examples, 217924 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:48,334 : INFO : EPOCH 18 - PROGRESS: at 17.65% examples, 217894 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:49,345 : INFO : EPOCH 18 - PROGRESS: at 17.79% examples, 217936 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:50,372 : INFO : EPOCH 18 - PROGRESS: at 17.89% examples, 217896 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:51,402 : INFO : EPOCH 18 - PROGRESS: at 18.02% examples, 217921 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:52,417 : INFO : EPOCH 18 - PROGRESS: at 18.14% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:53,432 : INFO : EPOCH 18 - PROGRESS: at 18.23% examples, 217893 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:54,453 : INFO : EPOCH 18 - PROGRESS: at 18.34% examples, 217907 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:55,512 : INFO : EPOCH 18 - PROGRESS: at 18.47% examples, 217875 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:56,589 : INFO : EPOCH 18 - PROGRESS: at 18.58% examples, 217882 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:57,602 : INFO : EPOCH 18 - PROGRESS: at 18.71% examples, 217911 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:58,634 : INFO : EPOCH 18 - PROGRESS: at 18.83% examples, 217915 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:06:59,636 : INFO : EPOCH 18 - PROGRESS: at 18.93% examples, 217901 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:00,649 : INFO : EPOCH 18 - PROGRESS: at 19.06% examples, 217888 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:01,657 : INFO : EPOCH 18 - PROGRESS: at 19.18% examples, 217942 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:02,658 : INFO : EPOCH 18 - PROGRESS: at 19.31% examples, 217909 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:03,671 : INFO : EPOCH 18 - PROGRESS: at 19.41% examples, 217897 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:04,695 : INFO : EPOCH 18 - PROGRESS: at 19.54% examples, 217906 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:05,717 : INFO : EPOCH 18 - PROGRESS: at 19.65% examples, 217866 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:06,728 : INFO : EPOCH 18 - PROGRESS: at 19.77% examples, 217875 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:07,753 : INFO : EPOCH 18 - PROGRESS: at 19.89% examples, 217792 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:08,784 : INFO : EPOCH 18 - PROGRESS: at 20.02% examples, 217738 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:09,786 : INFO : EPOCH 18 - PROGRESS: at 20.15% examples, 217639 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:10,809 : INFO : EPOCH 18 - PROGRESS: at 20.26% examples, 217443 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:11,811 : INFO : EPOCH 18 - PROGRESS: at 20.35% examples, 217356 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:12,860 : INFO : EPOCH 18 - PROGRESS: at 20.47% examples, 217313 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:13,867 : INFO : EPOCH 18 - PROGRESS: at 20.60% examples, 217331 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:14,936 : INFO : EPOCH 18 - PROGRESS: at 20.73% examples, 217325 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:15,939 : INFO : EPOCH 18 - PROGRESS: at 20.85% examples, 217401 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:16,956 : INFO : EPOCH 18 - PROGRESS: at 20.98% examples, 217399 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:17,983 : INFO : EPOCH 18 - PROGRESS: at 21.09% examples, 217370 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:19,015 : INFO : EPOCH 18 - PROGRESS: at 21.20% examples, 217370 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:20,019 : INFO : EPOCH 18 - PROGRESS: at 21.33% examples, 217418 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:21,030 : INFO : EPOCH 18 - PROGRESS: at 21.44% examples, 217375 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:22,087 : INFO : EPOCH 18 - PROGRESS: at 21.58% examples, 217390 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:23,089 : INFO : EPOCH 18 - PROGRESS: at 21.70% examples, 217421 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:24,170 : INFO : EPOCH 18 - PROGRESS: at 21.83% examples, 217371 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:25,193 : INFO : EPOCH 18 - PROGRESS: at 21.96% examples, 217412 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:26,259 : INFO : EPOCH 18 - PROGRESS: at 22.07% examples, 217347 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:27,317 : INFO : EPOCH 18 - PROGRESS: at 22.19% examples, 217387 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:28,368 : INFO : EPOCH 18 - PROGRESS: at 22.31% examples, 217425 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:29,376 : INFO : EPOCH 18 - PROGRESS: at 22.42% examples, 217402 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:30,386 : INFO : EPOCH 18 - PROGRESS: at 22.53% examples, 217387 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:31,403 : INFO : EPOCH 18 - PROGRESS: at 22.64% examples, 217419 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:32,432 : INFO : EPOCH 18 - PROGRESS: at 22.76% examples, 217411 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:33,434 : INFO : EPOCH 18 - PROGRESS: at 22.88% examples, 217452 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:34,461 : INFO : EPOCH 18 - PROGRESS: at 23.00% examples, 217424 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:35,474 : INFO : EPOCH 18 - PROGRESS: at 23.13% examples, 217438 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:36,477 : INFO : EPOCH 18 - PROGRESS: at 23.24% examples, 217455 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:37,498 : INFO : EPOCH 18 - PROGRESS: at 23.37% examples, 217485 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:38,521 : INFO : EPOCH 18 - PROGRESS: at 23.47% examples, 217442 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:39,560 : INFO : EPOCH 18 - PROGRESS: at 23.60% examples, 217433 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:40,564 : INFO : EPOCH 18 - PROGRESS: at 23.72% examples, 217443 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:41,612 : INFO : EPOCH 18 - PROGRESS: at 23.83% examples, 217465 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:42,688 : INFO : EPOCH 18 - PROGRESS: at 23.95% examples, 217433 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:43,710 : INFO : EPOCH 18 - PROGRESS: at 24.07% examples, 217447 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:44,733 : INFO : EPOCH 18 - PROGRESS: at 24.20% examples, 217475 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:45,743 : INFO : EPOCH 18 - PROGRESS: at 24.33% examples, 217490 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:46,783 : INFO : EPOCH 18 - PROGRESS: at 24.46% examples, 217485 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:47,808 : INFO : EPOCH 18 - PROGRESS: at 24.59% examples, 217482 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:48,855 : INFO : EPOCH 18 - PROGRESS: at 24.70% examples, 217457 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:49,858 : INFO : EPOCH 18 - PROGRESS: at 24.83% examples, 217490 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:50,865 : INFO : EPOCH 18 - PROGRESS: at 24.95% examples, 217485 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:51,901 : INFO : EPOCH 18 - PROGRESS: at 25.08% examples, 217499 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:52,920 : INFO : EPOCH 18 - PROGRESS: at 25.21% examples, 217501 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:53,940 : INFO : EPOCH 18 - PROGRESS: at 25.33% examples, 217484 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:55,023 : INFO : EPOCH 18 - PROGRESS: at 25.44% examples, 217474 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:56,051 : INFO : EPOCH 18 - PROGRESS: at 25.56% examples, 217504 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:57,061 : INFO : EPOCH 18 - PROGRESS: at 25.68% examples, 217503 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:58,095 : INFO : EPOCH 18 - PROGRESS: at 25.82% examples, 217510 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:07:59,134 : INFO : EPOCH 18 - PROGRESS: at 25.93% examples, 217513 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:00,147 : INFO : EPOCH 18 - PROGRESS: at 26.06% examples, 217510 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:01,180 : INFO : EPOCH 18 - PROGRESS: at 26.19% examples, 217519 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:02,193 : INFO : EPOCH 18 - PROGRESS: at 26.30% examples, 217526 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:03,203 : INFO : EPOCH 18 - PROGRESS: at 26.42% examples, 217530 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:04,298 : INFO : EPOCH 18 - PROGRESS: at 26.56% examples, 217510 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:05,369 : INFO : EPOCH 18 - PROGRESS: at 26.71% examples, 217517 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:06,384 : INFO : EPOCH 18 - PROGRESS: at 26.81% examples, 217536 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:07,446 : INFO : EPOCH 18 - PROGRESS: at 26.94% examples, 217527 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:08,475 : INFO : EPOCH 18 - PROGRESS: at 27.07% examples, 217552 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:09,493 : INFO : EPOCH 18 - PROGRESS: at 27.20% examples, 217530 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:10,508 : INFO : EPOCH 18 - PROGRESS: at 27.32% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:11,556 : INFO : EPOCH 18 - PROGRESS: at 27.43% examples, 217554 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:12,581 : INFO : EPOCH 18 - PROGRESS: at 27.55% examples, 217559 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:13,653 : INFO : EPOCH 18 - PROGRESS: at 27.68% examples, 217544 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:14,674 : INFO : EPOCH 18 - PROGRESS: at 27.80% examples, 217590 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:15,685 : INFO : EPOCH 18 - PROGRESS: at 27.91% examples, 217576 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:16,727 : INFO : EPOCH 18 - PROGRESS: at 28.02% examples, 217553 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:17,764 : INFO : EPOCH 18 - PROGRESS: at 28.13% examples, 217553 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:18,777 : INFO : EPOCH 18 - PROGRESS: at 28.25% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:19,792 : INFO : EPOCH 18 - PROGRESS: at 28.39% examples, 217590 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:20,795 : INFO : EPOCH 18 - PROGRESS: at 28.50% examples, 217568 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:21,816 : INFO : EPOCH 18 - PROGRESS: at 28.62% examples, 217586 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:22,824 : INFO : EPOCH 18 - PROGRESS: at 28.73% examples, 217564 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:23,827 : INFO : EPOCH 18 - PROGRESS: at 28.85% examples, 217597 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:24,837 : INFO : EPOCH 18 - PROGRESS: at 28.96% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:25,863 : INFO : EPOCH 18 - PROGRESS: at 29.06% examples, 217582 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:26,893 : INFO : EPOCH 18 - PROGRESS: at 29.18% examples, 217571 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:27,904 : INFO : EPOCH 18 - PROGRESS: at 29.31% examples, 217581 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:28,946 : INFO : EPOCH 18 - PROGRESS: at 29.41% examples, 217563 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:29,959 : INFO : EPOCH 18 - PROGRESS: at 29.53% examples, 217599 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:30,972 : INFO : EPOCH 18 - PROGRESS: at 29.65% examples, 217604 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:32,017 : INFO : EPOCH 18 - PROGRESS: at 29.77% examples, 217590 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:33,019 : INFO : EPOCH 18 - PROGRESS: at 29.89% examples, 217624 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:34,043 : INFO : EPOCH 18 - PROGRESS: at 30.00% examples, 217598 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:35,050 : INFO : EPOCH 18 - PROGRESS: at 30.11% examples, 217618 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:36,058 : INFO : EPOCH 18 - PROGRESS: at 30.21% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:37,068 : INFO : EPOCH 18 - PROGRESS: at 30.33% examples, 217610 words/s, in_qsize 6, out_qsize 1
2020-07-16 23:08:38,144 : INFO : EPOCH 18 - PROGRESS: at 30.45% examples, 217615 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:39,177 : INFO : EPOCH 18 - PROGRESS: at 30.57% examples, 217603 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:40,197 : INFO : EPOCH 18 - PROGRESS: at 30.69% examples, 217632 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:41,263 : INFO : EPOCH 18 - PROGRESS: at 30.82% examples, 217604 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:42,301 : INFO : EPOCH 18 - PROGRESS: at 30.96% examples, 217630 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:43,353 : INFO : EPOCH 18 - PROGRESS: at 31.07% examples, 217627 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:44,356 : INFO : EPOCH 18 - PROGRESS: at 31.20% examples, 217645 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:45,412 : INFO : EPOCH 18 - PROGRESS: at 31.35% examples, 217625 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:46,415 : INFO : EPOCH 18 - PROGRESS: at 31.47% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:47,423 : INFO : EPOCH 18 - PROGRESS: at 31.59% examples, 217659 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:48,462 : INFO : EPOCH 18 - PROGRESS: at 31.71% examples, 217631 words/s, in_qsize 8, out_qsize 0
2020-07-16 23:08:49,490 : INFO : EPOCH 18 - PROGRESS: at 31.83% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:50,550 : INFO : EPOCH 18 - PROGRESS: at 31.94% examples, 217644 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:51,551 : INFO : EPOCH 18 - PROGRESS: at 32.05% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:52,590 : INFO : EPOCH 18 - PROGRESS: at 32.16% examples, 217642 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:53,616 : INFO : EPOCH 18 - PROGRESS: at 32.28% examples, 217635 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:54,639 : INFO : EPOCH 18 - PROGRESS: at 32.41% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:55,689 : INFO : EPOCH 18 - PROGRESS: at 32.52% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:56,735 : INFO : EPOCH 18 - PROGRESS: at 32.64% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:57,749 : INFO : EPOCH 18 - PROGRESS: at 32.75% examples, 217641 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:58,768 : INFO : EPOCH 18 - PROGRESS: at 32.86% examples, 217677 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:08:59,791 : INFO : EPOCH 18 - PROGRESS: at 32.98% examples, 217659 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:00,819 : INFO : EPOCH 18 - PROGRESS: at 33.09% examples, 217668 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:01,862 : INFO : EPOCH 18 - PROGRESS: at 33.21% examples, 217660 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:02,922 : INFO : EPOCH 18 - PROGRESS: at 33.34% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:03,923 : INFO : EPOCH 18 - PROGRESS: at 33.46% examples, 217660 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:04,952 : INFO : EPOCH 18 - PROGRESS: at 33.56% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:05,982 : INFO : EPOCH 18 - PROGRESS: at 33.68% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:07,012 : INFO : EPOCH 18 - PROGRESS: at 33.81% examples, 217687 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:08,083 : INFO : EPOCH 18 - PROGRESS: at 33.94% examples, 217656 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:09,124 : INFO : EPOCH 18 - PROGRESS: at 34.05% examples, 217654 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:10,135 : INFO : EPOCH 18 - PROGRESS: at 34.18% examples, 217676 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:11,168 : INFO : EPOCH 18 - PROGRESS: at 34.32% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:12,238 : INFO : EPOCH 18 - PROGRESS: at 34.44% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:13,247 : INFO : EPOCH 18 - PROGRESS: at 34.56% examples, 217683 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:14,249 : INFO : EPOCH 18 - PROGRESS: at 34.69% examples, 217702 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:15,275 : INFO : EPOCH 18 - PROGRESS: at 34.78% examples, 217684 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:16,303 : INFO : EPOCH 18 - PROGRESS: at 34.91% examples, 217684 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:17,327 : INFO : EPOCH 18 - PROGRESS: at 35.03% examples, 217671 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:18,337 : INFO : EPOCH 18 - PROGRESS: at 35.14% examples, 217694 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:19,346 : INFO : EPOCH 18 - PROGRESS: at 35.27% examples, 217695 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:20,374 : INFO : EPOCH 18 - PROGRESS: at 35.39% examples, 217675 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:21,405 : INFO : EPOCH 18 - PROGRESS: at 35.51% examples, 217695 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:22,420 : INFO : EPOCH 18 - PROGRESS: at 35.61% examples, 217659 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:23,482 : INFO : EPOCH 18 - PROGRESS: at 35.73% examples, 217668 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:24,505 : INFO : EPOCH 18 - PROGRESS: at 35.85% examples, 217681 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:25,565 : INFO : EPOCH 18 - PROGRESS: at 35.99% examples, 217685 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:26,566 : INFO : EPOCH 18 - PROGRESS: at 36.11% examples, 217691 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:27,635 : INFO : EPOCH 18 - PROGRESS: at 36.24% examples, 217683 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:28,650 : INFO : EPOCH 18 - PROGRESS: at 36.35% examples, 217691 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:29,678 : INFO : EPOCH 18 - PROGRESS: at 36.48% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:30,705 : INFO : EPOCH 18 - PROGRESS: at 36.61% examples, 217715 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:31,711 : INFO : EPOCH 18 - PROGRESS: at 36.74% examples, 217705 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:32,718 : INFO : EPOCH 18 - PROGRESS: at 36.88% examples, 217714 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:33,745 : INFO : EPOCH 18 - PROGRESS: at 37.01% examples, 217717 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:34,793 : INFO : EPOCH 18 - PROGRESS: at 37.12% examples, 217687 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:35,858 : INFO : EPOCH 18 - PROGRESS: at 37.24% examples, 217702 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:36,880 : INFO : EPOCH 18 - PROGRESS: at 37.36% examples, 217682 words/s, in_qsize 6, out_qsize 1
2020-07-16 23:09:37,908 : INFO : EPOCH 18 - PROGRESS: at 37.49% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:38,914 : INFO : EPOCH 18 - PROGRESS: at 37.61% examples, 217724 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:39,941 : INFO : EPOCH 18 - PROGRESS: at 37.74% examples, 217691 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:40,969 : INFO : EPOCH 18 - PROGRESS: at 37.85% examples, 217719 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:41,975 : INFO : EPOCH 18 - PROGRESS: at 37.96% examples, 217721 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:43,013 : INFO : EPOCH 18 - PROGRESS: at 38.08% examples, 217722 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:44,027 : INFO : EPOCH 18 - PROGRESS: at 38.19% examples, 217706 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:45,049 : INFO : EPOCH 18 - PROGRESS: at 38.31% examples, 217725 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:46,106 : INFO : EPOCH 18 - PROGRESS: at 38.44% examples, 217710 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:47,135 : INFO : EPOCH 18 - PROGRESS: at 38.55% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:48,186 : INFO : EPOCH 18 - PROGRESS: at 38.67% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:49,205 : INFO : EPOCH 18 - PROGRESS: at 38.79% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:50,218 : INFO : EPOCH 18 - PROGRESS: at 38.90% examples, 217721 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:51,293 : INFO : EPOCH 18 - PROGRESS: at 39.03% examples, 217710 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:52,382 : INFO : EPOCH 18 - PROGRESS: at 39.16% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:53,410 : INFO : EPOCH 18 - PROGRESS: at 39.27% examples, 217743 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:54,416 : INFO : EPOCH 18 - PROGRESS: at 39.40% examples, 217725 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:55,452 : INFO : EPOCH 18 - PROGRESS: at 39.51% examples, 217716 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:56,511 : INFO : EPOCH 18 - PROGRESS: at 39.63% examples, 217710 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:57,527 : INFO : EPOCH 18 - PROGRESS: at 39.75% examples, 217729 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:58,533 : INFO : EPOCH 18 - PROGRESS: at 39.87% examples, 217736 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:09:59,536 : INFO : EPOCH 18 - PROGRESS: at 39.98% examples, 217729 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:00,553 : INFO : EPOCH 18 - PROGRESS: at 40.10% examples, 217731 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:01,555 : INFO : EPOCH 18 - PROGRESS: at 40.23% examples, 217743 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:02,630 : INFO : EPOCH 18 - PROGRESS: at 40.34% examples, 217721 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:03,670 : INFO : EPOCH 18 - PROGRESS: at 40.46% examples, 217709 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:04,682 : INFO : EPOCH 18 - PROGRESS: at 40.59% examples, 217747 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:05,716 : INFO : EPOCH 18 - PROGRESS: at 40.71% examples, 217726 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:06,735 : INFO : EPOCH 18 - PROGRESS: at 40.82% examples, 217736 words/s, in_qsize 6, out_qsize 1
2020-07-16 23:10:07,736 : INFO : EPOCH 18 - PROGRESS: at 40.93% examples, 217734 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:08,766 : INFO : EPOCH 18 - PROGRESS: at 41.06% examples, 217733 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:09,769 : INFO : EPOCH 18 - PROGRESS: at 41.17% examples, 217738 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:10,835 : INFO : EPOCH 18 - PROGRESS: at 41.31% examples, 217717 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:11,889 : INFO : EPOCH 18 - PROGRESS: at 41.41% examples, 217717 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:12,990 : INFO : EPOCH 18 - PROGRESS: at 41.53% examples, 217717 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:14,027 : INFO : EPOCH 18 - PROGRESS: at 41.66% examples, 217726 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:15,045 : INFO : EPOCH 18 - PROGRESS: at 41.78% examples, 217736 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:16,074 : INFO : EPOCH 18 - PROGRESS: at 41.91% examples, 217722 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:17,099 : INFO : EPOCH 18 - PROGRESS: at 42.03% examples, 217738 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:18,105 : INFO : EPOCH 18 - PROGRESS: at 42.16% examples, 217752 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:19,126 : INFO : EPOCH 18 - PROGRESS: at 42.27% examples, 217724 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:20,174 : INFO : EPOCH 18 - PROGRESS: at 42.40% examples, 217738 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:21,226 : INFO : EPOCH 18 - PROGRESS: at 42.51% examples, 217734 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:22,263 : INFO : EPOCH 18 - PROGRESS: at 42.63% examples, 217735 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:23,277 : INFO : EPOCH 18 - PROGRESS: at 42.77% examples, 217746 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:24,282 : INFO : EPOCH 18 - PROGRESS: at 42.87% examples, 217747 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:25,303 : INFO : EPOCH 18 - PROGRESS: at 43.00% examples, 217742 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:26,328 : INFO : EPOCH 18 - PROGRESS: at 43.10% examples, 217730 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:27,348 : INFO : EPOCH 18 - PROGRESS: at 43.21% examples, 217735 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:28,371 : INFO : EPOCH 18 - PROGRESS: at 43.33% examples, 217734 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:29,397 : INFO : EPOCH 18 - PROGRESS: at 43.45% examples, 217737 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:30,422 : INFO : EPOCH 18 - PROGRESS: at 43.57% examples, 217733 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:31,464 : INFO : EPOCH 18 - PROGRESS: at 43.70% examples, 217734 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:32,530 : INFO : EPOCH 18 - PROGRESS: at 43.81% examples, 217737 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:33,543 : INFO : EPOCH 18 - PROGRESS: at 43.92% examples, 217739 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:34,546 : INFO : EPOCH 18 - PROGRESS: at 44.04% examples, 217760 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:35,553 : INFO : EPOCH 18 - PROGRESS: at 44.15% examples, 217758 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:36,553 : INFO : EPOCH 18 - PROGRESS: at 44.25% examples, 217754 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:37,574 : INFO : EPOCH 18 - PROGRESS: at 44.37% examples, 217739 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:38,630 : INFO : EPOCH 18 - PROGRESS: at 44.50% examples, 217748 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:39,639 : INFO : EPOCH 18 - PROGRESS: at 44.60% examples, 217739 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:40,650 : INFO : EPOCH 18 - PROGRESS: at 44.73% examples, 217756 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:41,686 : INFO : EPOCH 18 - PROGRESS: at 44.83% examples, 217751 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:42,709 : INFO : EPOCH 18 - PROGRESS: at 44.96% examples, 217756 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:43,714 : INFO : EPOCH 18 - PROGRESS: at 45.08% examples, 217752 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:44,733 : INFO : EPOCH 18 - PROGRESS: at 45.20% examples, 217751 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:45,735 : INFO : EPOCH 18 - PROGRESS: at 45.32% examples, 217760 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:46,765 : INFO : EPOCH 18 - PROGRESS: at 45.43% examples, 217753 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:47,769 : INFO : EPOCH 18 - PROGRESS: at 45.54% examples, 217773 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:48,779 : INFO : EPOCH 18 - PROGRESS: at 45.66% examples, 217758 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:49,808 : INFO : EPOCH 18 - PROGRESS: at 45.78% examples, 217743 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:50,843 : INFO : EPOCH 18 - PROGRESS: at 45.91% examples, 217749 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:51,883 : INFO : EPOCH 18 - PROGRESS: at 46.04% examples, 217751 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:52,893 : INFO : EPOCH 18 - PROGRESS: at 46.17% examples, 217764 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:53,931 : INFO : EPOCH 18 - PROGRESS: at 46.29% examples, 217755 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:54,943 : INFO : EPOCH 18 - PROGRESS: at 46.41% examples, 217754 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:55,994 : INFO : EPOCH 18 - PROGRESS: at 46.54% examples, 217762 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:57,016 : INFO : EPOCH 18 - PROGRESS: at 46.66% examples, 217774 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:58,052 : INFO : EPOCH 18 - PROGRESS: at 46.76% examples, 217752 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:10:59,072 : INFO : EPOCH 18 - PROGRESS: at 46.88% examples, 217771 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:00,084 : INFO : EPOCH 18 - PROGRESS: at 47.01% examples, 217777 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:01,099 : INFO : EPOCH 18 - PROGRESS: at 47.12% examples, 217762 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:02,105 : INFO : EPOCH 18 - PROGRESS: at 47.24% examples, 217786 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:03,110 : INFO : EPOCH 18 - PROGRESS: at 47.37% examples, 217765 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:04,134 : INFO : EPOCH 18 - PROGRESS: at 47.49% examples, 217774 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:05,140 : INFO : EPOCH 18 - PROGRESS: at 47.61% examples, 217760 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:06,177 : INFO : EPOCH 18 - PROGRESS: at 47.75% examples, 217766 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:07,193 : INFO : EPOCH 18 - PROGRESS: at 47.86% examples, 217792 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:08,200 : INFO : EPOCH 18 - PROGRESS: at 47.97% examples, 217776 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:09,249 : INFO : EPOCH 18 - PROGRESS: at 48.09% examples, 217765 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:10,249 : INFO : EPOCH 18 - PROGRESS: at 48.22% examples, 217785 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:11,282 : INFO : EPOCH 18 - PROGRESS: at 48.34% examples, 217767 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:12,289 : INFO : EPOCH 18 - PROGRESS: at 48.45% examples, 217759 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:13,315 : INFO : EPOCH 18 - PROGRESS: at 48.55% examples, 217771 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:14,345 : INFO : EPOCH 18 - PROGRESS: at 48.68% examples, 217777 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:15,360 : INFO : EPOCH 18 - PROGRESS: at 48.78% examples, 217784 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:16,406 : INFO : EPOCH 18 - PROGRESS: at 48.89% examples, 217778 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:17,451 : INFO : EPOCH 18 - PROGRESS: at 49.01% examples, 217783 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:18,453 : INFO : EPOCH 18 - PROGRESS: at 49.12% examples, 217780 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:19,476 : INFO : EPOCH 18 - PROGRESS: at 49.24% examples, 217787 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:20,488 : INFO : EPOCH 18 - PROGRESS: at 49.37% examples, 217781 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:21,568 : INFO : EPOCH 18 - PROGRESS: at 49.48% examples, 217772 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:22,576 : INFO : EPOCH 18 - PROGRESS: at 49.60% examples, 217778 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:23,642 : INFO : EPOCH 18 - PROGRESS: at 49.73% examples, 217775 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:24,690 : INFO : EPOCH 18 - PROGRESS: at 49.86% examples, 217778 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:25,749 : INFO : EPOCH 18 - PROGRESS: at 49.99% examples, 217761 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:26,764 : INFO : EPOCH 18 - PROGRESS: at 50.13% examples, 217775 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:27,769 : INFO : EPOCH 18 - PROGRESS: at 50.26% examples, 217784 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:28,783 : INFO : EPOCH 18 - PROGRESS: at 50.37% examples, 217779 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:29,787 : INFO : EPOCH 18 - PROGRESS: at 50.49% examples, 217799 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:30,795 : INFO : EPOCH 18 - PROGRESS: at 50.61% examples, 217781 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:31,829 : INFO : EPOCH 18 - PROGRESS: at 50.71% examples, 217789 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:32,861 : INFO : EPOCH 18 - PROGRESS: at 50.83% examples, 217785 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:33,893 : INFO : EPOCH 18 - PROGRESS: at 50.95% examples, 217779 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:34,912 : INFO : EPOCH 18 - PROGRESS: at 51.07% examples, 217793 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:35,926 : INFO : EPOCH 18 - PROGRESS: at 51.17% examples, 217773 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:36,927 : INFO : EPOCH 18 - PROGRESS: at 51.29% examples, 217780 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:37,953 : INFO : EPOCH 18 - PROGRESS: at 51.39% examples, 217746 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:38,999 : INFO : EPOCH 18 - PROGRESS: at 51.51% examples, 217729 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:40,016 : INFO : EPOCH 18 - PROGRESS: at 51.64% examples, 217724 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:41,073 : INFO : EPOCH 18 - PROGRESS: at 51.72% examples, 217613 words/s, in_qsize 8, out_qsize 1
2020-07-16 23:11:42,125 : INFO : EPOCH 18 - PROGRESS: at 51.83% examples, 217553 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:43,148 : INFO : EPOCH 18 - PROGRESS: at 51.95% examples, 217547 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:44,203 : INFO : EPOCH 18 - PROGRESS: at 52.07% examples, 217557 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:45,258 : INFO : EPOCH 18 - PROGRESS: at 52.19% examples, 217561 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:46,291 : INFO : EPOCH 18 - PROGRESS: at 52.34% examples, 217565 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:47,306 : INFO : EPOCH 18 - PROGRESS: at 52.46% examples, 217569 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:48,334 : INFO : EPOCH 18 - PROGRESS: at 52.55% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:49,418 : INFO : EPOCH 18 - PROGRESS: at 52.68% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:50,426 : INFO : EPOCH 18 - PROGRESS: at 52.80% examples, 217563 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:51,454 : INFO : EPOCH 18 - PROGRESS: at 52.93% examples, 217562 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:52,499 : INFO : EPOCH 18 - PROGRESS: at 53.04% examples, 217557 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:53,505 : INFO : EPOCH 18 - PROGRESS: at 53.17% examples, 217578 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:54,525 : INFO : EPOCH 18 - PROGRESS: at 53.29% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:55,540 : INFO : EPOCH 18 - PROGRESS: at 53.42% examples, 217573 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:56,541 : INFO : EPOCH 18 - PROGRESS: at 53.52% examples, 217576 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:57,546 : INFO : EPOCH 18 - PROGRESS: at 53.65% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:58,590 : INFO : EPOCH 18 - PROGRESS: at 53.76% examples, 217568 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:11:59,591 : INFO : EPOCH 18 - PROGRESS: at 53.88% examples, 217568 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:00,640 : INFO : EPOCH 18 - PROGRESS: at 53.99% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:01,735 : INFO : EPOCH 18 - PROGRESS: at 54.11% examples, 217564 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:02,738 : INFO : EPOCH 18 - PROGRESS: at 54.23% examples, 217582 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:03,752 : INFO : EPOCH 18 - PROGRESS: at 54.35% examples, 217578 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:04,776 : INFO : EPOCH 18 - PROGRESS: at 54.47% examples, 217577 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:05,804 : INFO : EPOCH 18 - PROGRESS: at 54.59% examples, 217583 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:06,810 : INFO : EPOCH 18 - PROGRESS: at 54.71% examples, 217573 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:07,877 : INFO : EPOCH 18 - PROGRESS: at 54.82% examples, 217570 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:08,944 : INFO : EPOCH 18 - PROGRESS: at 54.94% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:09,956 : INFO : EPOCH 18 - PROGRESS: at 55.06% examples, 217573 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:10,977 : INFO : EPOCH 18 - PROGRESS: at 55.17% examples, 217572 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:12,009 : INFO : EPOCH 18 - PROGRESS: at 55.29% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:13,048 : INFO : EPOCH 18 - PROGRESS: at 55.42% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:14,083 : INFO : EPOCH 18 - PROGRESS: at 55.52% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:15,094 : INFO : EPOCH 18 - PROGRESS: at 55.65% examples, 217590 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:16,103 : INFO : EPOCH 18 - PROGRESS: at 55.77% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:17,134 : INFO : EPOCH 18 - PROGRESS: at 55.89% examples, 217591 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:18,152 : INFO : EPOCH 18 - PROGRESS: at 56.00% examples, 217577 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:19,168 : INFO : EPOCH 18 - PROGRESS: at 56.15% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:20,252 : INFO : EPOCH 18 - PROGRESS: at 56.28% examples, 217580 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:21,254 : INFO : EPOCH 18 - PROGRESS: at 56.39% examples, 217581 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:22,268 : INFO : EPOCH 18 - PROGRESS: at 56.52% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:23,293 : INFO : EPOCH 18 - PROGRESS: at 56.65% examples, 217593 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:24,296 : INFO : EPOCH 18 - PROGRESS: at 56.76% examples, 217600 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:25,306 : INFO : EPOCH 18 - PROGRESS: at 56.87% examples, 217585 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:26,308 : INFO : EPOCH 18 - PROGRESS: at 56.97% examples, 217611 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:27,338 : INFO : EPOCH 18 - PROGRESS: at 57.08% examples, 217609 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:28,390 : INFO : EPOCH 18 - PROGRESS: at 57.20% examples, 217606 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:29,462 : INFO : EPOCH 18 - PROGRESS: at 57.34% examples, 217600 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:30,494 : INFO : EPOCH 18 - PROGRESS: at 57.45% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:31,512 : INFO : EPOCH 18 - PROGRESS: at 57.57% examples, 217610 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:32,527 : INFO : EPOCH 18 - PROGRESS: at 57.70% examples, 217607 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:33,553 : INFO : EPOCH 18 - PROGRESS: at 57.81% examples, 217604 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:34,556 : INFO : EPOCH 18 - PROGRESS: at 57.94% examples, 217610 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:35,618 : INFO : EPOCH 18 - PROGRESS: at 58.06% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:36,648 : INFO : EPOCH 18 - PROGRESS: at 58.18% examples, 217603 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:37,714 : INFO : EPOCH 18 - PROGRESS: at 58.29% examples, 217598 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:38,732 : INFO : EPOCH 18 - PROGRESS: at 58.40% examples, 217607 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:39,736 : INFO : EPOCH 18 - PROGRESS: at 58.53% examples, 217608 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:40,781 : INFO : EPOCH 18 - PROGRESS: at 58.65% examples, 217610 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:41,807 : INFO : EPOCH 18 - PROGRESS: at 58.78% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:42,860 : INFO : EPOCH 18 - PROGRESS: at 58.91% examples, 217605 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:43,865 : INFO : EPOCH 18 - PROGRESS: at 59.02% examples, 217607 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:44,876 : INFO : EPOCH 18 - PROGRESS: at 59.15% examples, 217615 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:45,890 : INFO : EPOCH 18 - PROGRESS: at 59.27% examples, 217618 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:46,928 : INFO : EPOCH 18 - PROGRESS: at 59.38% examples, 217611 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:47,951 : INFO : EPOCH 18 - PROGRESS: at 59.51% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:48,996 : INFO : EPOCH 18 - PROGRESS: at 59.64% examples, 217612 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:50,010 : INFO : EPOCH 18 - PROGRESS: at 59.77% examples, 217630 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:51,018 : INFO : EPOCH 18 - PROGRESS: at 59.89% examples, 217626 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:52,081 : INFO : EPOCH 18 - PROGRESS: at 60.01% examples, 217615 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:53,097 : INFO : EPOCH 18 - PROGRESS: at 60.12% examples, 217633 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:54,123 : INFO : EPOCH 18 - PROGRESS: at 60.22% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:55,143 : INFO : EPOCH 18 - PROGRESS: at 60.34% examples, 217613 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:56,201 : INFO : EPOCH 18 - PROGRESS: at 60.46% examples, 217611 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:57,208 : INFO : EPOCH 18 - PROGRESS: at 60.60% examples, 217633 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:58,230 : INFO : EPOCH 18 - PROGRESS: at 60.70% examples, 217617 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:12:59,231 : INFO : EPOCH 18 - PROGRESS: at 60.82% examples, 217624 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:00,251 : INFO : EPOCH 18 - PROGRESS: at 60.95% examples, 217629 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:01,267 : INFO : EPOCH 18 - PROGRESS: at 61.07% examples, 217628 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:02,267 : INFO : EPOCH 18 - PROGRESS: at 61.19% examples, 217616 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:03,287 : INFO : EPOCH 18 - PROGRESS: at 61.30% examples, 217620 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:04,295 : INFO : EPOCH 18 - PROGRESS: at 61.43% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:05,347 : INFO : EPOCH 18 - PROGRESS: at 61.55% examples, 217617 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:06,372 : INFO : EPOCH 18 - PROGRESS: at 61.66% examples, 217628 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:07,387 : INFO : EPOCH 18 - PROGRESS: at 61.78% examples, 217641 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:08,426 : INFO : EPOCH 18 - PROGRESS: at 61.88% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:09,443 : INFO : EPOCH 18 - PROGRESS: at 61.99% examples, 217634 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:10,492 : INFO : EPOCH 18 - PROGRESS: at 62.11% examples, 217629 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:11,517 : INFO : EPOCH 18 - PROGRESS: at 62.26% examples, 217644 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:12,535 : INFO : EPOCH 18 - PROGRESS: at 62.37% examples, 217633 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:13,559 : INFO : EPOCH 18 - PROGRESS: at 62.49% examples, 217633 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:14,565 : INFO : EPOCH 18 - PROGRESS: at 62.61% examples, 217654 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:15,650 : INFO : EPOCH 18 - PROGRESS: at 62.71% examples, 217620 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:16,653 : INFO : EPOCH 18 - PROGRESS: at 62.83% examples, 217635 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:17,663 : INFO : EPOCH 18 - PROGRESS: at 62.95% examples, 217625 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:18,702 : INFO : EPOCH 18 - PROGRESS: at 63.07% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:19,739 : INFO : EPOCH 18 - PROGRESS: at 63.19% examples, 217633 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:20,752 : INFO : EPOCH 18 - PROGRESS: at 63.32% examples, 217635 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:21,785 : INFO : EPOCH 18 - PROGRESS: at 63.43% examples, 217634 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:22,804 : INFO : EPOCH 18 - PROGRESS: at 63.55% examples, 217634 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:23,831 : INFO : EPOCH 18 - PROGRESS: at 63.66% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:24,864 : INFO : EPOCH 18 - PROGRESS: at 63.80% examples, 217637 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:25,889 : INFO : EPOCH 18 - PROGRESS: at 63.94% examples, 217644 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:26,914 : INFO : EPOCH 18 - PROGRESS: at 64.06% examples, 217642 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:27,927 : INFO : EPOCH 18 - PROGRESS: at 64.18% examples, 217652 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:28,930 : INFO : EPOCH 18 - PROGRESS: at 64.30% examples, 217659 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:29,964 : INFO : EPOCH 18 - PROGRESS: at 64.43% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:30,994 : INFO : EPOCH 18 - PROGRESS: at 64.55% examples, 217652 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:31,997 : INFO : EPOCH 18 - PROGRESS: at 64.67% examples, 217665 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:33,063 : INFO : EPOCH 18 - PROGRESS: at 64.79% examples, 217650 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:34,071 : INFO : EPOCH 18 - PROGRESS: at 64.91% examples, 217650 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:35,080 : INFO : EPOCH 18 - PROGRESS: at 65.05% examples, 217664 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:36,107 : INFO : EPOCH 18 - PROGRESS: at 65.16% examples, 217648 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:37,130 : INFO : EPOCH 18 - PROGRESS: at 65.29% examples, 217651 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:38,186 : INFO : EPOCH 18 - PROGRESS: at 65.41% examples, 217650 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:39,202 : INFO : EPOCH 18 - PROGRESS: at 65.52% examples, 217670 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:40,260 : INFO : EPOCH 18 - PROGRESS: at 65.63% examples, 217649 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:41,289 : INFO : EPOCH 18 - PROGRESS: at 65.75% examples, 217651 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:42,327 : INFO : EPOCH 18 - PROGRESS: at 65.87% examples, 217658 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:43,336 : INFO : EPOCH 18 - PROGRESS: at 65.99% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:44,348 : INFO : EPOCH 18 - PROGRESS: at 66.09% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:45,386 : INFO : EPOCH 18 - PROGRESS: at 66.22% examples, 217659 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:46,409 : INFO : EPOCH 18 - PROGRESS: at 66.35% examples, 217660 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:47,432 : INFO : EPOCH 18 - PROGRESS: at 66.46% examples, 217671 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:48,448 : INFO : EPOCH 18 - PROGRESS: at 66.58% examples, 217669 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:49,454 : INFO : EPOCH 18 - PROGRESS: at 66.69% examples, 217658 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:50,465 : INFO : EPOCH 18 - PROGRESS: at 66.82% examples, 217672 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:51,480 : INFO : EPOCH 18 - PROGRESS: at 66.93% examples, 217660 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:52,498 : INFO : EPOCH 18 - PROGRESS: at 67.07% examples, 217665 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:53,510 : INFO : EPOCH 18 - PROGRESS: at 67.17% examples, 217665 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:54,558 : INFO : EPOCH 18 - PROGRESS: at 67.28% examples, 217665 words/s, in_qsize 8, out_qsize 0
2020-07-16 23:13:55,561 : INFO : EPOCH 18 - PROGRESS: at 67.38% examples, 217655 words/s, in_qsize 8, out_qsize 1
2020-07-16 23:13:56,589 : INFO : EPOCH 18 - PROGRESS: at 67.51% examples, 217669 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:57,674 : INFO : EPOCH 18 - PROGRESS: at 67.63% examples, 217661 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:58,686 : INFO : EPOCH 18 - PROGRESS: at 67.77% examples, 217680 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:13:59,723 : INFO : EPOCH 18 - PROGRESS: at 67.89% examples, 217671 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:00,729 : INFO : EPOCH 18 - PROGRESS: at 68.02% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:01,732 : INFO : EPOCH 18 - PROGRESS: at 68.13% examples, 217676 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:02,825 : INFO : EPOCH 18 - PROGRESS: at 68.25% examples, 217658 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:03,831 : INFO : EPOCH 18 - PROGRESS: at 68.37% examples, 217670 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:04,849 : INFO : EPOCH 18 - PROGRESS: at 68.50% examples, 217671 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:05,855 : INFO : EPOCH 18 - PROGRESS: at 68.63% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:06,861 : INFO : EPOCH 18 - PROGRESS: at 68.75% examples, 217680 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:07,874 : INFO : EPOCH 18 - PROGRESS: at 68.87% examples, 217669 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:08,882 : INFO : EPOCH 18 - PROGRESS: at 68.98% examples, 217677 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:09,915 : INFO : EPOCH 18 - PROGRESS: at 69.10% examples, 217661 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:10,929 : INFO : EPOCH 18 - PROGRESS: at 69.20% examples, 217679 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:11,936 : INFO : EPOCH 18 - PROGRESS: at 69.31% examples, 217676 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:12,967 : INFO : EPOCH 18 - PROGRESS: at 69.42% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:14,017 : INFO : EPOCH 18 - PROGRESS: at 69.54% examples, 217672 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:15,032 : INFO : EPOCH 18 - PROGRESS: at 69.65% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:16,088 : INFO : EPOCH 18 - PROGRESS: at 69.77% examples, 217675 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:17,094 : INFO : EPOCH 18 - PROGRESS: at 69.89% examples, 217691 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:18,108 : INFO : EPOCH 18 - PROGRESS: at 70.01% examples, 217666 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:19,181 : INFO : EPOCH 18 - PROGRESS: at 70.13% examples, 217661 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:20,216 : INFO : EPOCH 18 - PROGRESS: at 70.26% examples, 217671 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:21,266 : INFO : EPOCH 18 - PROGRESS: at 70.38% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:22,321 : INFO : EPOCH 18 - PROGRESS: at 70.50% examples, 217673 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:23,327 : INFO : EPOCH 18 - PROGRESS: at 70.63% examples, 217680 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:24,348 : INFO : EPOCH 18 - PROGRESS: at 70.76% examples, 217679 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:25,366 : INFO : EPOCH 18 - PROGRESS: at 70.87% examples, 217672 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:26,378 : INFO : EPOCH 18 - PROGRESS: at 71.01% examples, 217687 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:27,440 : INFO : EPOCH 18 - PROGRESS: at 71.12% examples, 217667 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:28,465 : INFO : EPOCH 18 - PROGRESS: at 71.24% examples, 217666 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:29,487 : INFO : EPOCH 18 - PROGRESS: at 71.35% examples, 217672 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:30,521 : INFO : EPOCH 18 - PROGRESS: at 71.47% examples, 217678 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:31,569 : INFO : EPOCH 18 - PROGRESS: at 71.61% examples, 217677 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:32,591 : INFO : EPOCH 18 - PROGRESS: at 71.74% examples, 217677 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:33,602 : INFO : EPOCH 18 - PROGRESS: at 71.87% examples, 217679 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:34,651 : INFO : EPOCH 18 - PROGRESS: at 71.99% examples, 217670 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:35,696 : INFO : EPOCH 18 - PROGRESS: at 72.11% examples, 217669 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:36,701 : INFO : EPOCH 18 - PROGRESS: at 72.22% examples, 217682 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:37,745 : INFO : EPOCH 18 - PROGRESS: at 72.35% examples, 217671 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:38,757 : INFO : EPOCH 18 - PROGRESS: at 72.46% examples, 217670 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:39,762 : INFO : EPOCH 18 - PROGRESS: at 72.57% examples, 217669 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:40,772 : INFO : EPOCH 18 - PROGRESS: at 72.69% examples, 217685 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:41,779 : INFO : EPOCH 18 - PROGRESS: at 72.79% examples, 217683 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:42,790 : INFO : EPOCH 18 - PROGRESS: at 72.89% examples, 217673 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:43,802 : INFO : EPOCH 18 - PROGRESS: at 73.02% examples, 217681 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:44,827 : INFO : EPOCH 18 - PROGRESS: at 73.12% examples, 217681 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:45,886 : INFO : EPOCH 18 - PROGRESS: at 73.26% examples, 217678 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:46,915 : INFO : EPOCH 18 - PROGRESS: at 73.37% examples, 217681 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:47,936 : INFO : EPOCH 18 - PROGRESS: at 73.49% examples, 217681 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:48,972 : INFO : EPOCH 18 - PROGRESS: at 73.61% examples, 217680 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:49,980 : INFO : EPOCH 18 - PROGRESS: at 73.73% examples, 217667 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:51,010 : INFO : EPOCH 18 - PROGRESS: at 73.84% examples, 217668 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:52,044 : INFO : EPOCH 18 - PROGRESS: at 73.97% examples, 217683 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:53,079 : INFO : EPOCH 18 - PROGRESS: at 74.08% examples, 217675 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:54,143 : INFO : EPOCH 18 - PROGRESS: at 74.23% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:55,164 : INFO : EPOCH 18 - PROGRESS: at 74.35% examples, 217686 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:56,173 : INFO : EPOCH 18 - PROGRESS: at 74.47% examples, 217689 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:57,175 : INFO : EPOCH 18 - PROGRESS: at 74.58% examples, 217680 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:58,192 : INFO : EPOCH 18 - PROGRESS: at 74.70% examples, 217683 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:14:59,206 : INFO : EPOCH 18 - PROGRESS: at 74.81% examples, 217682 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:00,236 : INFO : EPOCH 18 - PROGRESS: at 74.93% examples, 217682 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:01,261 : INFO : EPOCH 18 - PROGRESS: at 75.05% examples, 217686 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:02,288 : INFO : EPOCH 18 - PROGRESS: at 75.19% examples, 217685 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:03,308 : INFO : EPOCH 18 - PROGRESS: at 75.31% examples, 217685 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:04,345 : INFO : EPOCH 18 - PROGRESS: at 75.43% examples, 217685 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:05,355 : INFO : EPOCH 18 - PROGRESS: at 75.55% examples, 217689 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:06,366 : INFO : EPOCH 18 - PROGRESS: at 75.67% examples, 217687 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:07,410 : INFO : EPOCH 18 - PROGRESS: at 75.81% examples, 217680 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:08,436 : INFO : EPOCH 18 - PROGRESS: at 75.93% examples, 217693 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:09,477 : INFO : EPOCH 18 - PROGRESS: at 76.05% examples, 217682 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:10,479 : INFO : EPOCH 18 - PROGRESS: at 76.17% examples, 217690 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:11,490 : INFO : EPOCH 18 - PROGRESS: at 76.28% examples, 217692 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:12,539 : INFO : EPOCH 18 - PROGRESS: at 76.40% examples, 217688 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:13,541 : INFO : EPOCH 18 - PROGRESS: at 76.51% examples, 217697 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:14,549 : INFO : EPOCH 18 - PROGRESS: at 76.62% examples, 217696 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:15,554 : INFO : EPOCH 18 - PROGRESS: at 76.75% examples, 217704 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:16,567 : INFO : EPOCH 18 - PROGRESS: at 76.87% examples, 217697 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:17,570 : INFO : EPOCH 18 - PROGRESS: at 76.97% examples, 217701 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:18,580 : INFO : EPOCH 18 - PROGRESS: at 77.08% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:19,590 : INFO : EPOCH 18 - PROGRESS: at 77.22% examples, 217706 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:20,620 : INFO : EPOCH 18 - PROGRESS: at 77.33% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:21,634 : INFO : EPOCH 18 - PROGRESS: at 77.45% examples, 217697 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:22,642 : INFO : EPOCH 18 - PROGRESS: at 77.57% examples, 217706 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:23,657 : INFO : EPOCH 18 - PROGRESS: at 77.67% examples, 217688 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:24,694 : INFO : EPOCH 18 - PROGRESS: at 77.79% examples, 217698 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:25,711 : INFO : EPOCH 18 - PROGRESS: at 77.91% examples, 217706 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:26,711 : INFO : EPOCH 18 - PROGRESS: at 78.04% examples, 217692 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:27,722 : INFO : EPOCH 18 - PROGRESS: at 78.15% examples, 217714 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:28,746 : INFO : EPOCH 18 - PROGRESS: at 78.27% examples, 217702 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:29,784 : INFO : EPOCH 18 - PROGRESS: at 78.39% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:30,855 : INFO : EPOCH 18 - PROGRESS: at 78.50% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:31,864 : INFO : EPOCH 18 - PROGRESS: at 78.62% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:32,865 : INFO : EPOCH 18 - PROGRESS: at 78.73% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:33,867 : INFO : EPOCH 18 - PROGRESS: at 78.84% examples, 217714 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:34,881 : INFO : EPOCH 18 - PROGRESS: at 78.94% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:35,882 : INFO : EPOCH 18 - PROGRESS: at 79.06% examples, 217709 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:36,891 : INFO : EPOCH 18 - PROGRESS: at 79.19% examples, 217708 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:37,906 : INFO : EPOCH 18 - PROGRESS: at 79.30% examples, 217713 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:38,946 : INFO : EPOCH 18 - PROGRESS: at 79.43% examples, 217710 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:39,970 : INFO : EPOCH 18 - PROGRESS: at 79.56% examples, 217702 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:40,991 : INFO : EPOCH 18 - PROGRESS: at 79.66% examples, 217706 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:42,044 : INFO : EPOCH 18 - PROGRESS: at 79.79% examples, 217710 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:43,049 : INFO : EPOCH 18 - PROGRESS: at 79.92% examples, 217715 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:44,068 : INFO : EPOCH 18 - PROGRESS: at 80.04% examples, 217719 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:45,117 : INFO : EPOCH 18 - PROGRESS: at 80.17% examples, 217717 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:46,124 : INFO : EPOCH 18 - PROGRESS: at 80.28% examples, 217722 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:47,176 : INFO : EPOCH 18 - PROGRESS: at 80.39% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:48,184 : INFO : EPOCH 18 - PROGRESS: at 80.51% examples, 217714 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:49,188 : INFO : EPOCH 18 - PROGRESS: at 80.62% examples, 217712 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:50,201 : INFO : EPOCH 18 - PROGRESS: at 80.75% examples, 217717 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:51,202 : INFO : EPOCH 18 - PROGRESS: at 80.88% examples, 217726 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:52,204 : INFO : EPOCH 18 - PROGRESS: at 81.00% examples, 217715 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:53,228 : INFO : EPOCH 18 - PROGRESS: at 81.14% examples, 217714 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:54,228 : INFO : EPOCH 18 - PROGRESS: at 81.26% examples, 217722 words/s, in_qsize 6, out_qsize 1
2020-07-16 23:15:55,253 : INFO : EPOCH 18 - PROGRESS: at 81.36% examples, 217717 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:56,266 : INFO : EPOCH 18 - PROGRESS: at 81.48% examples, 217723 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:57,306 : INFO : EPOCH 18 - PROGRESS: at 81.59% examples, 217712 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:58,336 : INFO : EPOCH 18 - PROGRESS: at 81.72% examples, 217716 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:15:59,402 : INFO : EPOCH 18 - PROGRESS: at 81.84% examples, 217716 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:00,429 : INFO : EPOCH 18 - PROGRESS: at 81.96% examples, 217721 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:01,489 : INFO : EPOCH 18 - PROGRESS: at 82.08% examples, 217712 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:02,508 : INFO : EPOCH 18 - PROGRESS: at 82.17% examples, 217715 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:03,540 : INFO : EPOCH 18 - PROGRESS: at 82.30% examples, 217719 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:04,573 : INFO : EPOCH 18 - PROGRESS: at 82.43% examples, 217718 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:05,580 : INFO : EPOCH 18 - PROGRESS: at 82.55% examples, 217729 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:06,624 : INFO : EPOCH 18 - PROGRESS: at 82.68% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:07,644 : INFO : EPOCH 18 - PROGRESS: at 82.79% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:08,647 : INFO : EPOCH 18 - PROGRESS: at 82.90% examples, 217693 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:09,669 : INFO : EPOCH 18 - PROGRESS: at 83.02% examples, 217695 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:10,702 : INFO : EPOCH 18 - PROGRESS: at 83.14% examples, 217650 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:11,717 : INFO : EPOCH 18 - PROGRESS: at 83.23% examples, 217605 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:12,756 : INFO : EPOCH 18 - PROGRESS: at 83.35% examples, 217570 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:13,763 : INFO : EPOCH 18 - PROGRESS: at 83.46% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:14,823 : INFO : EPOCH 18 - PROGRESS: at 83.57% examples, 217570 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:15,839 : INFO : EPOCH 18 - PROGRESS: at 83.69% examples, 217582 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:16,898 : INFO : EPOCH 18 - PROGRESS: at 83.82% examples, 217576 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:17,911 : INFO : EPOCH 18 - PROGRESS: at 83.94% examples, 217580 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:18,916 : INFO : EPOCH 18 - PROGRESS: at 84.05% examples, 217591 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:19,979 : INFO : EPOCH 18 - PROGRESS: at 84.18% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:20,982 : INFO : EPOCH 18 - PROGRESS: at 84.30% examples, 217587 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:21,988 : INFO : EPOCH 18 - PROGRESS: at 84.41% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:22,992 : INFO : EPOCH 18 - PROGRESS: at 84.52% examples, 217593 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:24,018 : INFO : EPOCH 18 - PROGRESS: at 84.64% examples, 217586 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:25,021 : INFO : EPOCH 18 - PROGRESS: at 84.77% examples, 217597 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:26,076 : INFO : EPOCH 18 - PROGRESS: at 84.89% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:27,099 : INFO : EPOCH 18 - PROGRESS: at 85.01% examples, 217591 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:28,111 : INFO : EPOCH 18 - PROGRESS: at 85.12% examples, 217596 words/s, in_qsize 8, out_qsize 0
2020-07-16 23:16:29,154 : INFO : EPOCH 18 - PROGRESS: at 85.23% examples, 217590 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:30,171 : INFO : EPOCH 18 - PROGRESS: at 85.34% examples, 217597 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:31,228 : INFO : EPOCH 18 - PROGRESS: at 85.47% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:32,241 : INFO : EPOCH 18 - PROGRESS: at 85.60% examples, 217593 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:33,265 : INFO : EPOCH 18 - PROGRESS: at 85.72% examples, 217594 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:34,299 : INFO : EPOCH 18 - PROGRESS: at 85.85% examples, 217585 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:35,299 : INFO : EPOCH 18 - PROGRESS: at 85.97% examples, 217601 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:36,317 : INFO : EPOCH 18 - PROGRESS: at 86.08% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:37,320 : INFO : EPOCH 18 - PROGRESS: at 86.20% examples, 217599 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:38,335 : INFO : EPOCH 18 - PROGRESS: at 86.32% examples, 217597 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:39,393 : INFO : EPOCH 18 - PROGRESS: at 86.45% examples, 217594 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:40,438 : INFO : EPOCH 18 - PROGRESS: at 86.56% examples, 217593 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:41,485 : INFO : EPOCH 18 - PROGRESS: at 86.68% examples, 217593 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:42,526 : INFO : EPOCH 18 - PROGRESS: at 86.80% examples, 217587 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:43,573 : INFO : EPOCH 18 - PROGRESS: at 86.92% examples, 217591 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:44,589 : INFO : EPOCH 18 - PROGRESS: at 87.03% examples, 217590 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:45,594 : INFO : EPOCH 18 - PROGRESS: at 87.15% examples, 217597 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:46,621 : INFO : EPOCH 18 - PROGRESS: at 87.29% examples, 217601 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:47,650 : INFO : EPOCH 18 - PROGRESS: at 87.41% examples, 217593 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:48,657 : INFO : EPOCH 18 - PROGRESS: at 87.53% examples, 217603 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:49,673 : INFO : EPOCH 18 - PROGRESS: at 87.65% examples, 217597 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:50,705 : INFO : EPOCH 18 - PROGRESS: at 87.77% examples, 217601 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:51,721 : INFO : EPOCH 18 - PROGRESS: at 87.89% examples, 217601 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:52,726 : INFO : EPOCH 18 - PROGRESS: at 88.02% examples, 217605 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:53,748 : INFO : EPOCH 18 - PROGRESS: at 88.13% examples, 217601 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:54,781 : INFO : EPOCH 18 - PROGRESS: at 88.25% examples, 217600 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:55,790 : INFO : EPOCH 18 - PROGRESS: at 88.37% examples, 217597 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:56,833 : INFO : EPOCH 18 - PROGRESS: at 88.51% examples, 217597 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:57,843 : INFO : EPOCH 18 - PROGRESS: at 88.63% examples, 217605 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:58,849 : INFO : EPOCH 18 - PROGRESS: at 88.74% examples, 217601 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:16:59,882 : INFO : EPOCH 18 - PROGRESS: at 88.87% examples, 217612 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:00,889 : INFO : EPOCH 18 - PROGRESS: at 88.98% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:01,925 : INFO : EPOCH 18 - PROGRESS: at 89.09% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:02,973 : INFO : EPOCH 18 - PROGRESS: at 89.21% examples, 217597 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:03,992 : INFO : EPOCH 18 - PROGRESS: at 89.32% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:05,016 : INFO : EPOCH 18 - PROGRESS: at 89.44% examples, 217600 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:06,025 : INFO : EPOCH 18 - PROGRESS: at 89.56% examples, 217610 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:07,032 : INFO : EPOCH 18 - PROGRESS: at 89.68% examples, 217603 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:08,069 : INFO : EPOCH 18 - PROGRESS: at 89.81% examples, 217606 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:09,106 : INFO : EPOCH 18 - PROGRESS: at 89.93% examples, 217607 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:10,109 : INFO : EPOCH 18 - PROGRESS: at 90.06% examples, 217600 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:11,185 : INFO : EPOCH 18 - PROGRESS: at 90.18% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:12,216 : INFO : EPOCH 18 - PROGRESS: at 90.30% examples, 217605 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:13,233 : INFO : EPOCH 18 - PROGRESS: at 90.40% examples, 217610 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:14,250 : INFO : EPOCH 18 - PROGRESS: at 90.49% examples, 217607 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:15,281 : INFO : EPOCH 18 - PROGRESS: at 90.62% examples, 217604 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:16,311 : INFO : EPOCH 18 - PROGRESS: at 90.75% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:17,324 : INFO : EPOCH 18 - PROGRESS: at 90.87% examples, 217612 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:18,379 : INFO : EPOCH 18 - PROGRESS: at 90.99% examples, 217606 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:19,406 : INFO : EPOCH 18 - PROGRESS: at 91.10% examples, 217607 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:20,450 : INFO : EPOCH 18 - PROGRESS: at 91.22% examples, 217612 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:21,470 : INFO : EPOCH 18 - PROGRESS: at 91.36% examples, 217611 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:22,526 : INFO : EPOCH 18 - PROGRESS: at 91.47% examples, 217609 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:23,533 : INFO : EPOCH 18 - PROGRESS: at 91.58% examples, 217611 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:24,564 : INFO : EPOCH 18 - PROGRESS: at 91.69% examples, 217605 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:25,610 : INFO : EPOCH 18 - PROGRESS: at 91.80% examples, 217608 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:26,643 : INFO : EPOCH 18 - PROGRESS: at 91.92% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:27,706 : INFO : EPOCH 18 - PROGRESS: at 92.04% examples, 217608 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:28,720 : INFO : EPOCH 18 - PROGRESS: at 92.15% examples, 217612 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:29,775 : INFO : EPOCH 18 - PROGRESS: at 92.30% examples, 217612 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:30,854 : INFO : EPOCH 18 - PROGRESS: at 92.43% examples, 217611 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:31,889 : INFO : EPOCH 18 - PROGRESS: at 92.54% examples, 217611 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:32,909 : INFO : EPOCH 18 - PROGRESS: at 92.66% examples, 217615 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:33,930 : INFO : EPOCH 18 - PROGRESS: at 92.77% examples, 217616 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:34,961 : INFO : EPOCH 18 - PROGRESS: at 92.88% examples, 217613 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:35,974 : INFO : EPOCH 18 - PROGRESS: at 92.99% examples, 217622 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:36,990 : INFO : EPOCH 18 - PROGRESS: at 93.08% examples, 217624 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:37,996 : INFO : EPOCH 18 - PROGRESS: at 93.19% examples, 217619 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:39,013 : INFO : EPOCH 18 - PROGRESS: at 93.30% examples, 217615 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:40,048 : INFO : EPOCH 18 - PROGRESS: at 93.41% examples, 217617 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:41,052 : INFO : EPOCH 18 - PROGRESS: at 93.55% examples, 217623 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:42,077 : INFO : EPOCH 18 - PROGRESS: at 93.65% examples, 217625 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:43,121 : INFO : EPOCH 18 - PROGRESS: at 93.78% examples, 217619 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:44,122 : INFO : EPOCH 18 - PROGRESS: at 93.90% examples, 217633 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:45,130 : INFO : EPOCH 18 - PROGRESS: at 94.00% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:46,143 : INFO : EPOCH 18 - PROGRESS: at 94.13% examples, 217626 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:47,194 : INFO : EPOCH 18 - PROGRESS: at 94.25% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:48,220 : INFO : EPOCH 18 - PROGRESS: at 94.37% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:49,235 : INFO : EPOCH 18 - PROGRESS: at 94.48% examples, 217624 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:50,267 : INFO : EPOCH 18 - PROGRESS: at 94.62% examples, 217622 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:51,297 : INFO : EPOCH 18 - PROGRESS: at 94.72% examples, 217622 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:52,342 : INFO : EPOCH 18 - PROGRESS: at 94.86% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:53,345 : INFO : EPOCH 18 - PROGRESS: at 94.98% examples, 217628 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:54,404 : INFO : EPOCH 18 - PROGRESS: at 95.08% examples, 217618 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:55,432 : INFO : EPOCH 18 - PROGRESS: at 95.22% examples, 217632 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:56,438 : INFO : EPOCH 18 - PROGRESS: at 95.31% examples, 217633 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:57,470 : INFO : EPOCH 18 - PROGRESS: at 95.42% examples, 217623 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:58,478 : INFO : EPOCH 18 - PROGRESS: at 95.53% examples, 217628 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:17:59,575 : INFO : EPOCH 18 - PROGRESS: at 95.66% examples, 217617 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:00,603 : INFO : EPOCH 18 - PROGRESS: at 95.78% examples, 217627 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:01,605 : INFO : EPOCH 18 - PROGRESS: at 95.89% examples, 217625 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:02,617 : INFO : EPOCH 18 - PROGRESS: at 96.00% examples, 217623 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:03,624 : INFO : EPOCH 18 - PROGRESS: at 96.13% examples, 217624 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:04,668 : INFO : EPOCH 18 - PROGRESS: at 96.25% examples, 217628 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:05,685 : INFO : EPOCH 18 - PROGRESS: at 96.36% examples, 217630 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:06,687 : INFO : EPOCH 18 - PROGRESS: at 96.47% examples, 217636 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:07,716 : INFO : EPOCH 18 - PROGRESS: at 96.60% examples, 217627 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:08,766 : INFO : EPOCH 18 - PROGRESS: at 96.71% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:09,779 : INFO : EPOCH 18 - PROGRESS: at 96.82% examples, 217630 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:10,790 : INFO : EPOCH 18 - PROGRESS: at 96.94% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:11,812 : INFO : EPOCH 18 - PROGRESS: at 97.04% examples, 217627 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:12,820 : INFO : EPOCH 18 - PROGRESS: at 97.16% examples, 217632 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:13,847 : INFO : EPOCH 18 - PROGRESS: at 97.28% examples, 217637 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:14,861 : INFO : EPOCH 18 - PROGRESS: at 97.40% examples, 217629 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:15,911 : INFO : EPOCH 18 - PROGRESS: at 97.53% examples, 217625 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:16,931 : INFO : EPOCH 18 - PROGRESS: at 97.68% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:17,943 : INFO : EPOCH 18 - PROGRESS: at 97.81% examples, 217623 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:18,976 : INFO : EPOCH 18 - PROGRESS: at 97.94% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:20,000 : INFO : EPOCH 18 - PROGRESS: at 98.06% examples, 217629 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:21,000 : INFO : EPOCH 18 - PROGRESS: at 98.20% examples, 217642 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:22,002 : INFO : EPOCH 18 - PROGRESS: at 98.29% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:23,041 : INFO : EPOCH 18 - PROGRESS: at 98.40% examples, 217635 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:24,086 : INFO : EPOCH 18 - PROGRESS: at 98.54% examples, 217637 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:25,118 : INFO : EPOCH 18 - PROGRESS: at 98.65% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:26,150 : INFO : EPOCH 18 - PROGRESS: at 98.76% examples, 217636 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:27,153 : INFO : EPOCH 18 - PROGRESS: at 98.88% examples, 217641 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:28,158 : INFO : EPOCH 18 - PROGRESS: at 98.99% examples, 217641 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:29,193 : INFO : EPOCH 18 - PROGRESS: at 99.13% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:30,200 : INFO : EPOCH 18 - PROGRESS: at 99.23% examples, 217636 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:31,240 : INFO : EPOCH 18 - PROGRESS: at 99.36% examples, 217636 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:32,240 : INFO : EPOCH 18 - PROGRESS: at 99.48% examples, 217645 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:33,253 : INFO : EPOCH 18 - PROGRESS: at 99.58% examples, 217641 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:34,294 : INFO : EPOCH 18 - PROGRESS: at 99.70% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:35,320 : INFO : EPOCH 18 - PROGRESS: at 99.82% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:36,330 : INFO : EPOCH 18 - PROGRESS: at 99.93% examples, 217646 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:36,924 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 23:18:36,983 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 23:18:36,994 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 23:18:37,022 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 23:18:37,023 : INFO : EPOCH - 18 : training on 247361374 raw words (187344329 effective words) took 860.8s, 217650 effective words/s
2020-07-16 23:18:38,093 : INFO : EPOCH 19 - PROGRESS: at 0.12% examples, 201125 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:39,104 : INFO : EPOCH 19 - PROGRESS: at 0.23% examples, 211818 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:40,120 : INFO : EPOCH 19 - PROGRESS: at 0.35% examples, 214395 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:41,149 : INFO : EPOCH 19 - PROGRESS: at 0.47% examples, 213058 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:42,154 : INFO : EPOCH 19 - PROGRESS: at 0.60% examples, 215405 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:43,168 : INFO : EPOCH 19 - PROGRESS: at 0.74% examples, 216430 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:44,228 : INFO : EPOCH 19 - PROGRESS: at 0.87% examples, 215569 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:45,301 : INFO : EPOCH 19 - PROGRESS: at 0.99% examples, 215217 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:46,305 : INFO : EPOCH 19 - PROGRESS: at 1.10% examples, 216452 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:47,330 : INFO : EPOCH 19 - PROGRESS: at 1.21% examples, 216356 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:48,332 : INFO : EPOCH 19 - PROGRESS: at 1.34% examples, 217097 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:49,375 : INFO : EPOCH 19 - PROGRESS: at 1.46% examples, 216654 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:50,407 : INFO : EPOCH 19 - PROGRESS: at 1.58% examples, 216666 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:51,443 : INFO : EPOCH 19 - PROGRESS: at 1.69% examples, 217241 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:52,468 : INFO : EPOCH 19 - PROGRESS: at 1.80% examples, 216855 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:53,469 : INFO : EPOCH 19 - PROGRESS: at 1.93% examples, 216951 words/s, in_qsize 6, out_qsize 1
2020-07-16 23:18:54,479 : INFO : EPOCH 19 - PROGRESS: at 2.06% examples, 217292 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:55,518 : INFO : EPOCH 19 - PROGRESS: at 2.18% examples, 217255 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:56,524 : INFO : EPOCH 19 - PROGRESS: at 2.30% examples, 217376 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:57,536 : INFO : EPOCH 19 - PROGRESS: at 2.40% examples, 217157 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:58,560 : INFO : EPOCH 19 - PROGRESS: at 2.54% examples, 217462 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:18:59,615 : INFO : EPOCH 19 - PROGRESS: at 2.64% examples, 217017 words/s, in_qsize 8, out_qsize 1
2020-07-16 23:19:00,634 : INFO : EPOCH 19 - PROGRESS: at 2.74% examples, 217126 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:01,640 : INFO : EPOCH 19 - PROGRESS: at 2.85% examples, 217308 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:02,673 : INFO : EPOCH 19 - PROGRESS: at 2.96% examples, 217426 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:03,703 : INFO : EPOCH 19 - PROGRESS: at 3.07% examples, 217403 words/s, in_qsize 8, out_qsize 0
2020-07-16 23:19:04,716 : INFO : EPOCH 19 - PROGRESS: at 3.20% examples, 217250 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:05,738 : INFO : EPOCH 19 - PROGRESS: at 3.32% examples, 217521 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:06,817 : INFO : EPOCH 19 - PROGRESS: at 3.45% examples, 217271 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:07,837 : INFO : EPOCH 19 - PROGRESS: at 3.55% examples, 217348 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:08,856 : INFO : EPOCH 19 - PROGRESS: at 3.70% examples, 217527 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:09,860 : INFO : EPOCH 19 - PROGRESS: at 3.81% examples, 217628 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:10,869 : INFO : EPOCH 19 - PROGRESS: at 3.93% examples, 217546 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:11,870 : INFO : EPOCH 19 - PROGRESS: at 4.05% examples, 217393 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:12,906 : INFO : EPOCH 19 - PROGRESS: at 4.18% examples, 217512 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:13,935 : INFO : EPOCH 19 - PROGRESS: at 4.29% examples, 217603 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:14,945 : INFO : EPOCH 19 - PROGRESS: at 4.41% examples, 217645 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:15,956 : INFO : EPOCH 19 - PROGRESS: at 4.54% examples, 217567 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:17,002 : INFO : EPOCH 19 - PROGRESS: at 4.64% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:18,010 : INFO : EPOCH 19 - PROGRESS: at 4.76% examples, 217537 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:19,033 : INFO : EPOCH 19 - PROGRESS: at 4.90% examples, 217593 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:20,081 : INFO : EPOCH 19 - PROGRESS: at 5.03% examples, 217558 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:21,107 : INFO : EPOCH 19 - PROGRESS: at 5.16% examples, 217580 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:22,154 : INFO : EPOCH 19 - PROGRESS: at 5.28% examples, 217550 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:23,186 : INFO : EPOCH 19 - PROGRESS: at 5.40% examples, 217655 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:24,194 : INFO : EPOCH 19 - PROGRESS: at 5.52% examples, 217655 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:25,203 : INFO : EPOCH 19 - PROGRESS: at 5.64% examples, 217698 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:26,230 : INFO : EPOCH 19 - PROGRESS: at 5.75% examples, 217602 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:27,252 : INFO : EPOCH 19 - PROGRESS: at 5.86% examples, 217740 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:28,267 : INFO : EPOCH 19 - PROGRESS: at 5.99% examples, 217699 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:29,269 : INFO : EPOCH 19 - PROGRESS: at 6.10% examples, 217541 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:30,292 : INFO : EPOCH 19 - PROGRESS: at 6.23% examples, 217655 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:31,294 : INFO : EPOCH 19 - PROGRESS: at 6.35% examples, 217652 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:32,310 : INFO : EPOCH 19 - PROGRESS: at 6.46% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:33,371 : INFO : EPOCH 19 - PROGRESS: at 6.56% examples, 217626 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:34,446 : INFO : EPOCH 19 - PROGRESS: at 6.68% examples, 217572 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:35,470 : INFO : EPOCH 19 - PROGRESS: at 6.81% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:36,566 : INFO : EPOCH 19 - PROGRESS: at 6.92% examples, 217554 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:37,575 : INFO : EPOCH 19 - PROGRESS: at 7.05% examples, 217727 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:38,604 : INFO : EPOCH 19 - PROGRESS: at 7.16% examples, 217603 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:39,671 : INFO : EPOCH 19 - PROGRESS: at 7.29% examples, 217648 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:40,729 : INFO : EPOCH 19 - PROGRESS: at 7.39% examples, 217567 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:41,810 : INFO : EPOCH 19 - PROGRESS: at 7.53% examples, 217578 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:42,834 : INFO : EPOCH 19 - PROGRESS: at 7.64% examples, 217584 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:43,894 : INFO : EPOCH 19 - PROGRESS: at 7.76% examples, 217530 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:44,938 : INFO : EPOCH 19 - PROGRESS: at 7.88% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:45,977 : INFO : EPOCH 19 - PROGRESS: at 7.99% examples, 217586 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:46,998 : INFO : EPOCH 19 - PROGRESS: at 8.11% examples, 217597 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:48,016 : INFO : EPOCH 19 - PROGRESS: at 8.22% examples, 217598 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:49,042 : INFO : EPOCH 19 - PROGRESS: at 8.35% examples, 217672 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:50,055 : INFO : EPOCH 19 - PROGRESS: at 8.46% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:51,082 : INFO : EPOCH 19 - PROGRESS: at 8.58% examples, 217636 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:52,119 : INFO : EPOCH 19 - PROGRESS: at 8.73% examples, 217651 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:53,131 : INFO : EPOCH 19 - PROGRESS: at 8.86% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:54,132 : INFO : EPOCH 19 - PROGRESS: at 8.96% examples, 217710 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:55,134 : INFO : EPOCH 19 - PROGRESS: at 9.07% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:56,195 : INFO : EPOCH 19 - PROGRESS: at 9.19% examples, 217589 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:57,207 : INFO : EPOCH 19 - PROGRESS: at 9.30% examples, 217624 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:58,216 : INFO : EPOCH 19 - PROGRESS: at 9.42% examples, 217660 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:19:59,280 : INFO : EPOCH 19 - PROGRESS: at 9.55% examples, 217627 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:00,289 : INFO : EPOCH 19 - PROGRESS: at 9.66% examples, 217678 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:01,306 : INFO : EPOCH 19 - PROGRESS: at 9.77% examples, 217611 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:02,327 : INFO : EPOCH 19 - PROGRESS: at 9.90% examples, 217719 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:03,401 : INFO : EPOCH 19 - PROGRESS: at 10.02% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:04,402 : INFO : EPOCH 19 - PROGRESS: at 10.13% examples, 217619 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:05,407 : INFO : EPOCH 19 - PROGRESS: at 10.23% examples, 217733 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:06,484 : INFO : EPOCH 19 - PROGRESS: at 10.33% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:07,521 : INFO : EPOCH 19 - PROGRESS: at 10.46% examples, 217618 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:08,553 : INFO : EPOCH 19 - PROGRESS: at 10.61% examples, 217634 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:09,602 : INFO : EPOCH 19 - PROGRESS: at 10.75% examples, 217639 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:10,653 : INFO : EPOCH 19 - PROGRESS: at 10.86% examples, 217644 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:11,673 : INFO : EPOCH 19 - PROGRESS: at 10.97% examples, 217662 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:12,677 : INFO : EPOCH 19 - PROGRESS: at 11.10% examples, 217646 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:13,682 : INFO : EPOCH 19 - PROGRESS: at 11.22% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:14,688 : INFO : EPOCH 19 - PROGRESS: at 11.31% examples, 217688 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:15,691 : INFO : EPOCH 19 - PROGRESS: at 11.43% examples, 217655 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:16,735 : INFO : EPOCH 19 - PROGRESS: at 11.55% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:17,754 : INFO : EPOCH 19 - PROGRESS: at 11.68% examples, 217659 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:18,759 : INFO : EPOCH 19 - PROGRESS: at 11.79% examples, 217728 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:19,790 : INFO : EPOCH 19 - PROGRESS: at 11.92% examples, 217700 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:20,821 : INFO : EPOCH 19 - PROGRESS: at 12.03% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:21,849 : INFO : EPOCH 19 - PROGRESS: at 12.14% examples, 217686 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:22,896 : INFO : EPOCH 19 - PROGRESS: at 12.26% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:23,952 : INFO : EPOCH 19 - PROGRESS: at 12.38% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:24,956 : INFO : EPOCH 19 - PROGRESS: at 12.50% examples, 217641 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:25,991 : INFO : EPOCH 19 - PROGRESS: at 12.61% examples, 217716 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:26,994 : INFO : EPOCH 19 - PROGRESS: at 12.73% examples, 217724 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:28,058 : INFO : EPOCH 19 - PROGRESS: at 12.84% examples, 217611 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:29,074 : INFO : EPOCH 19 - PROGRESS: at 12.96% examples, 217673 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:30,165 : INFO : EPOCH 19 - PROGRESS: at 13.06% examples, 217612 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:31,173 : INFO : EPOCH 19 - PROGRESS: at 13.19% examples, 217658 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:32,187 : INFO : EPOCH 19 - PROGRESS: at 13.31% examples, 217681 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:33,212 : INFO : EPOCH 19 - PROGRESS: at 13.42% examples, 217635 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:34,284 : INFO : EPOCH 19 - PROGRESS: at 13.55% examples, 217649 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:35,353 : INFO : EPOCH 19 - PROGRESS: at 13.67% examples, 217632 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:36,370 : INFO : EPOCH 19 - PROGRESS: at 13.79% examples, 217670 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:37,400 : INFO : EPOCH 19 - PROGRESS: at 13.90% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:38,470 : INFO : EPOCH 19 - PROGRESS: at 14.02% examples, 217516 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:39,496 : INFO : EPOCH 19 - PROGRESS: at 14.16% examples, 217543 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:40,514 : INFO : EPOCH 19 - PROGRESS: at 14.27% examples, 217447 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:41,574 : INFO : EPOCH 19 - PROGRESS: at 14.39% examples, 217294 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:42,616 : INFO : EPOCH 19 - PROGRESS: at 14.49% examples, 216964 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:43,631 : INFO : EPOCH 19 - PROGRESS: at 14.61% examples, 216872 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:44,644 : INFO : EPOCH 19 - PROGRESS: at 14.72% examples, 216866 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:45,657 : INFO : EPOCH 19 - PROGRESS: at 14.82% examples, 216872 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:46,687 : INFO : EPOCH 19 - PROGRESS: at 14.94% examples, 216881 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:47,690 : INFO : EPOCH 19 - PROGRESS: at 15.06% examples, 216907 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:48,731 : INFO : EPOCH 19 - PROGRESS: at 15.18% examples, 216915 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:49,734 : INFO : EPOCH 19 - PROGRESS: at 15.29% examples, 216899 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:50,760 : INFO : EPOCH 19 - PROGRESS: at 15.43% examples, 216921 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:51,782 : INFO : EPOCH 19 - PROGRESS: at 15.55% examples, 216908 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:52,796 : INFO : EPOCH 19 - PROGRESS: at 15.67% examples, 216935 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:53,849 : INFO : EPOCH 19 - PROGRESS: at 15.80% examples, 216910 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:54,852 : INFO : EPOCH 19 - PROGRESS: at 15.93% examples, 216997 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:55,880 : INFO : EPOCH 19 - PROGRESS: at 16.06% examples, 216956 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:56,897 : INFO : EPOCH 19 - PROGRESS: at 16.17% examples, 216933 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:57,920 : INFO : EPOCH 19 - PROGRESS: at 16.30% examples, 216984 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:20:58,988 : INFO : EPOCH 19 - PROGRESS: at 16.44% examples, 216973 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:00,025 : INFO : EPOCH 19 - PROGRESS: at 16.56% examples, 216956 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:01,028 : INFO : EPOCH 19 - PROGRESS: at 16.68% examples, 216989 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:02,113 : INFO : EPOCH 19 - PROGRESS: at 16.80% examples, 216945 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:03,157 : INFO : EPOCH 19 - PROGRESS: at 16.92% examples, 216923 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:04,177 : INFO : EPOCH 19 - PROGRESS: at 17.03% examples, 217002 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:05,182 : INFO : EPOCH 19 - PROGRESS: at 17.14% examples, 217007 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:06,210 : INFO : EPOCH 19 - PROGRESS: at 17.25% examples, 217001 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:07,248 : INFO : EPOCH 19 - PROGRESS: at 17.39% examples, 217057 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:08,292 : INFO : EPOCH 19 - PROGRESS: at 17.50% examples, 217033 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:09,334 : INFO : EPOCH 19 - PROGRESS: at 17.61% examples, 217017 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:10,337 : INFO : EPOCH 19 - PROGRESS: at 17.73% examples, 217065 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:11,362 : INFO : EPOCH 19 - PROGRESS: at 17.86% examples, 217063 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:12,391 : INFO : EPOCH 19 - PROGRESS: at 17.98% examples, 217077 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:13,394 : INFO : EPOCH 19 - PROGRESS: at 18.10% examples, 217076 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:14,472 : INFO : EPOCH 19 - PROGRESS: at 18.20% examples, 217055 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:15,480 : INFO : EPOCH 19 - PROGRESS: at 18.30% examples, 217093 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:16,490 : INFO : EPOCH 19 - PROGRESS: at 18.43% examples, 217064 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:17,506 : INFO : EPOCH 19 - PROGRESS: at 18.54% examples, 217135 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:18,521 : INFO : EPOCH 19 - PROGRESS: at 18.65% examples, 217104 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:19,557 : INFO : EPOCH 19 - PROGRESS: at 18.78% examples, 217074 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:20,581 : INFO : EPOCH 19 - PROGRESS: at 18.87% examples, 217112 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:21,585 : INFO : EPOCH 19 - PROGRESS: at 19.01% examples, 217137 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:22,588 : INFO : EPOCH 19 - PROGRESS: at 19.13% examples, 217133 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:23,616 : INFO : EPOCH 19 - PROGRESS: at 19.25% examples, 217129 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:24,673 : INFO : EPOCH 19 - PROGRESS: at 19.36% examples, 217097 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:25,695 : INFO : EPOCH 19 - PROGRESS: at 19.49% examples, 217108 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:26,711 : INFO : EPOCH 19 - PROGRESS: at 19.61% examples, 217109 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:27,756 : INFO : EPOCH 19 - PROGRESS: at 19.74% examples, 217093 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:28,770 : INFO : EPOCH 19 - PROGRESS: at 19.86% examples, 217159 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:29,797 : INFO : EPOCH 19 - PROGRESS: at 19.98% examples, 217113 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:30,816 : INFO : EPOCH 19 - PROGRESS: at 20.13% examples, 217126 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:31,868 : INFO : EPOCH 19 - PROGRESS: at 20.26% examples, 217114 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:32,876 : INFO : EPOCH 19 - PROGRESS: at 20.36% examples, 217137 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:33,949 : INFO : EPOCH 19 - PROGRESS: at 20.48% examples, 217104 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:34,954 : INFO : EPOCH 19 - PROGRESS: at 20.62% examples, 217132 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:36,025 : INFO : EPOCH 19 - PROGRESS: at 20.74% examples, 217127 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:37,051 : INFO : EPOCH 19 - PROGRESS: at 20.87% examples, 217175 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:38,066 : INFO : EPOCH 19 - PROGRESS: at 21.00% examples, 217188 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:39,084 : INFO : EPOCH 19 - PROGRESS: at 21.11% examples, 217167 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:40,126 : INFO : EPOCH 19 - PROGRESS: at 21.23% examples, 217160 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:41,131 : INFO : EPOCH 19 - PROGRESS: at 21.34% examples, 217158 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:42,136 : INFO : EPOCH 19 - PROGRESS: at 21.45% examples, 217167 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:43,195 : INFO : EPOCH 19 - PROGRESS: at 21.61% examples, 217180 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:44,205 : INFO : EPOCH 19 - PROGRESS: at 21.71% examples, 217207 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:45,286 : INFO : EPOCH 19 - PROGRESS: at 21.85% examples, 217156 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:46,309 : INFO : EPOCH 19 - PROGRESS: at 21.98% examples, 217184 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:47,331 : INFO : EPOCH 19 - PROGRESS: at 22.08% examples, 217188 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:48,332 : INFO : EPOCH 19 - PROGRESS: at 22.20% examples, 217218 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:49,349 : INFO : EPOCH 19 - PROGRESS: at 22.31% examples, 217214 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:50,354 : INFO : EPOCH 19 - PROGRESS: at 22.42% examples, 217219 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:51,360 : INFO : EPOCH 19 - PROGRESS: at 22.53% examples, 217186 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:52,378 : INFO : EPOCH 19 - PROGRESS: at 22.64% examples, 217220 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:53,410 : INFO : EPOCH 19 - PROGRESS: at 22.76% examples, 217208 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:54,418 : INFO : EPOCH 19 - PROGRESS: at 22.88% examples, 217245 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:55,440 : INFO : EPOCH 19 - PROGRESS: at 23.00% examples, 217223 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:56,445 : INFO : EPOCH 19 - PROGRESS: at 23.13% examples, 217245 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:57,459 : INFO : EPOCH 19 - PROGRESS: at 23.24% examples, 217252 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:58,480 : INFO : EPOCH 19 - PROGRESS: at 23.37% examples, 217283 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:21:59,486 : INFO : EPOCH 19 - PROGRESS: at 23.47% examples, 217257 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:00,530 : INFO : EPOCH 19 - PROGRESS: at 23.60% examples, 217244 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:01,536 : INFO : EPOCH 19 - PROGRESS: at 23.72% examples, 217252 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:02,591 : INFO : EPOCH 19 - PROGRESS: at 23.83% examples, 217264 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:03,658 : INFO : EPOCH 19 - PROGRESS: at 23.95% examples, 217242 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:04,680 : INFO : EPOCH 19 - PROGRESS: at 24.07% examples, 217256 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:05,681 : INFO : EPOCH 19 - PROGRESS: at 24.20% examples, 217271 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:06,709 : INFO : EPOCH 19 - PROGRESS: at 24.32% examples, 217270 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:07,722 : INFO : EPOCH 19 - PROGRESS: at 24.46% examples, 217297 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:08,729 : INFO : EPOCH 19 - PROGRESS: at 24.59% examples, 217312 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:09,761 : INFO : EPOCH 19 - PROGRESS: at 24.69% examples, 217303 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:10,803 : INFO : EPOCH 19 - PROGRESS: at 24.82% examples, 217295 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:11,826 : INFO : EPOCH 19 - PROGRESS: at 24.95% examples, 217297 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:12,826 : INFO : EPOCH 19 - PROGRESS: at 25.08% examples, 217307 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:13,845 : INFO : EPOCH 19 - PROGRESS: at 25.20% examples, 217321 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:14,858 : INFO : EPOCH 19 - PROGRESS: at 25.33% examples, 217323 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:15,869 : INFO : EPOCH 19 - PROGRESS: at 25.43% examples, 217298 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:16,890 : INFO : EPOCH 19 - PROGRESS: at 25.56% examples, 217326 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:17,910 : INFO : EPOCH 19 - PROGRESS: at 25.66% examples, 217314 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:18,911 : INFO : EPOCH 19 - PROGRESS: at 25.79% examples, 217311 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:19,925 : INFO : EPOCH 19 - PROGRESS: at 25.91% examples, 217313 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:20,928 : INFO : EPOCH 19 - PROGRESS: at 26.03% examples, 217332 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:21,984 : INFO : EPOCH 19 - PROGRESS: at 26.16% examples, 217313 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:22,986 : INFO : EPOCH 19 - PROGRESS: at 26.28% examples, 217336 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:24,034 : INFO : EPOCH 19 - PROGRESS: at 26.40% examples, 217322 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:25,042 : INFO : EPOCH 19 - PROGRESS: at 26.54% examples, 217332 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:26,117 : INFO : EPOCH 19 - PROGRESS: at 26.67% examples, 217316 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:27,125 : INFO : EPOCH 19 - PROGRESS: at 26.78% examples, 217324 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:28,129 : INFO : EPOCH 19 - PROGRESS: at 26.90% examples, 217354 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:29,131 : INFO : EPOCH 19 - PROGRESS: at 27.03% examples, 217376 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:30,156 : INFO : EPOCH 19 - PROGRESS: at 27.16% examples, 217337 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:31,231 : INFO : EPOCH 19 - PROGRESS: at 27.28% examples, 217332 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:32,235 : INFO : EPOCH 19 - PROGRESS: at 27.40% examples, 217350 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:33,244 : INFO : EPOCH 19 - PROGRESS: at 27.51% examples, 217378 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:34,255 : INFO : EPOCH 19 - PROGRESS: at 27.63% examples, 217355 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:35,262 : INFO : EPOCH 19 - PROGRESS: at 27.76% examples, 217385 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:36,264 : INFO : EPOCH 19 - PROGRESS: at 27.86% examples, 217376 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:37,349 : INFO : EPOCH 19 - PROGRESS: at 27.97% examples, 217343 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:38,372 : INFO : EPOCH 19 - PROGRESS: at 28.09% examples, 217391 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:39,382 : INFO : EPOCH 19 - PROGRESS: at 28.20% examples, 217376 words/s, in_qsize 8, out_qsize 0
2020-07-16 23:22:40,408 : INFO : EPOCH 19 - PROGRESS: at 28.34% examples, 217380 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:41,421 : INFO : EPOCH 19 - PROGRESS: at 28.46% examples, 217418 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:42,484 : INFO : EPOCH 19 - PROGRESS: at 28.58% examples, 217359 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:43,549 : INFO : EPOCH 19 - PROGRESS: at 28.69% examples, 217375 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:44,563 : INFO : EPOCH 19 - PROGRESS: at 28.82% examples, 217408 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:45,572 : INFO : EPOCH 19 - PROGRESS: at 28.93% examples, 217409 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:46,584 : INFO : EPOCH 19 - PROGRESS: at 29.04% examples, 217412 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:47,585 : INFO : EPOCH 19 - PROGRESS: at 29.15% examples, 217404 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:48,639 : INFO : EPOCH 19 - PROGRESS: at 29.27% examples, 217391 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:49,652 : INFO : EPOCH 19 - PROGRESS: at 29.38% examples, 217407 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:50,688 : INFO : EPOCH 19 - PROGRESS: at 29.49% examples, 217413 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:51,689 : INFO : EPOCH 19 - PROGRESS: at 29.61% examples, 217413 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:52,765 : INFO : EPOCH 19 - PROGRESS: at 29.75% examples, 217410 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:53,824 : INFO : EPOCH 19 - PROGRESS: at 29.86% examples, 217402 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:54,912 : INFO : EPOCH 19 - PROGRESS: at 29.98% examples, 217404 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:55,936 : INFO : EPOCH 19 - PROGRESS: at 30.09% examples, 217426 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:56,997 : INFO : EPOCH 19 - PROGRESS: at 30.20% examples, 217426 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:58,036 : INFO : EPOCH 19 - PROGRESS: at 30.32% examples, 217430 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:22:59,062 : INFO : EPOCH 19 - PROGRESS: at 30.44% examples, 217438 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:00,068 : INFO : EPOCH 19 - PROGRESS: at 30.55% examples, 217404 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:01,090 : INFO : EPOCH 19 - PROGRESS: at 30.68% examples, 217441 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:02,139 : INFO : EPOCH 19 - PROGRESS: at 30.81% examples, 217417 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:03,162 : INFO : EPOCH 19 - PROGRESS: at 30.93% examples, 217430 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:04,175 : INFO : EPOCH 19 - PROGRESS: at 31.05% examples, 217458 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:05,191 : INFO : EPOCH 19 - PROGRESS: at 31.18% examples, 217437 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:06,234 : INFO : EPOCH 19 - PROGRESS: at 31.33% examples, 217457 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:07,267 : INFO : EPOCH 19 - PROGRESS: at 31.45% examples, 217452 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:08,294 : INFO : EPOCH 19 - PROGRESS: at 31.57% examples, 217455 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:09,331 : INFO : EPOCH 19 - PROGRESS: at 31.70% examples, 217464 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:10,384 : INFO : EPOCH 19 - PROGRESS: at 31.82% examples, 217465 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:11,385 : INFO : EPOCH 19 - PROGRESS: at 31.92% examples, 217484 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:12,433 : INFO : EPOCH 19 - PROGRESS: at 32.03% examples, 217459 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:13,435 : INFO : EPOCH 19 - PROGRESS: at 32.15% examples, 217461 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:14,497 : INFO : EPOCH 19 - PROGRESS: at 32.27% examples, 217441 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:15,521 : INFO : EPOCH 19 - PROGRESS: at 32.39% examples, 217460 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:16,525 : INFO : EPOCH 19 - PROGRESS: at 32.51% examples, 217479 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:17,569 : INFO : EPOCH 19 - PROGRESS: at 32.62% examples, 217468 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:18,577 : INFO : EPOCH 19 - PROGRESS: at 32.73% examples, 217481 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:19,626 : INFO : EPOCH 19 - PROGRESS: at 32.84% examples, 217442 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:20,658 : INFO : EPOCH 19 - PROGRESS: at 32.96% examples, 217458 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:21,668 : INFO : EPOCH 19 - PROGRESS: at 33.07% examples, 217471 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:22,671 : INFO : EPOCH 19 - PROGRESS: at 33.19% examples, 217456 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:23,689 : INFO : EPOCH 19 - PROGRESS: at 33.31% examples, 217476 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:24,697 : INFO : EPOCH 19 - PROGRESS: at 33.43% examples, 217467 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:25,723 : INFO : EPOCH 19 - PROGRESS: at 33.54% examples, 217488 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:26,737 : INFO : EPOCH 19 - PROGRESS: at 33.66% examples, 217481 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:27,743 : INFO : EPOCH 19 - PROGRESS: at 33.77% examples, 217484 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:28,769 : INFO : EPOCH 19 - PROGRESS: at 33.90% examples, 217507 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:29,770 : INFO : EPOCH 19 - PROGRESS: at 34.01% examples, 217470 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:30,838 : INFO : EPOCH 19 - PROGRESS: at 34.14% examples, 217467 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:31,845 : INFO : EPOCH 19 - PROGRESS: at 34.28% examples, 217489 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:32,882 : INFO : EPOCH 19 - PROGRESS: at 34.41% examples, 217485 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:33,956 : INFO : EPOCH 19 - PROGRESS: at 34.52% examples, 217462 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:34,986 : INFO : EPOCH 19 - PROGRESS: at 34.64% examples, 217473 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:36,009 : INFO : EPOCH 19 - PROGRESS: at 34.76% examples, 217496 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:37,015 : INFO : EPOCH 19 - PROGRESS: at 34.86% examples, 217496 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:38,051 : INFO : EPOCH 19 - PROGRESS: at 35.00% examples, 217493 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:39,126 : INFO : EPOCH 19 - PROGRESS: at 35.10% examples, 217459 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:40,157 : INFO : EPOCH 19 - PROGRESS: at 35.24% examples, 217475 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:41,209 : INFO : EPOCH 19 - PROGRESS: at 35.36% examples, 217477 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:42,233 : INFO : EPOCH 19 - PROGRESS: at 35.48% examples, 217487 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:43,248 : INFO : EPOCH 19 - PROGRESS: at 35.60% examples, 217496 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:44,268 : INFO : EPOCH 19 - PROGRESS: at 35.69% examples, 217482 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:45,320 : INFO : EPOCH 19 - PROGRESS: at 35.83% examples, 217498 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:46,376 : INFO : EPOCH 19 - PROGRESS: at 35.96% examples, 217483 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:47,378 : INFO : EPOCH 19 - PROGRESS: at 36.08% examples, 217508 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:48,459 : INFO : EPOCH 19 - PROGRESS: at 36.21% examples, 217474 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:49,465 : INFO : EPOCH 19 - PROGRESS: at 36.32% examples, 217506 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:50,469 : INFO : EPOCH 19 - PROGRESS: at 36.45% examples, 217509 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:51,472 : INFO : EPOCH 19 - PROGRESS: at 36.57% examples, 217508 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:52,497 : INFO : EPOCH 19 - PROGRESS: at 36.70% examples, 217512 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:53,530 : INFO : EPOCH 19 - PROGRESS: at 36.84% examples, 217512 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:54,536 : INFO : EPOCH 19 - PROGRESS: at 36.97% examples, 217518 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:55,613 : INFO : EPOCH 19 - PROGRESS: at 37.09% examples, 217480 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:56,667 : INFO : EPOCH 19 - PROGRESS: at 37.22% examples, 217508 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:57,701 : INFO : EPOCH 19 - PROGRESS: at 37.33% examples, 217502 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:58,711 : INFO : EPOCH 19 - PROGRESS: at 37.45% examples, 217487 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:23:59,721 : INFO : EPOCH 19 - PROGRESS: at 37.57% examples, 217498 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:00,767 : INFO : EPOCH 19 - PROGRESS: at 37.71% examples, 217483 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:01,784 : INFO : EPOCH 19 - PROGRESS: at 37.82% examples, 217495 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:02,809 : INFO : EPOCH 19 - PROGRESS: at 37.94% examples, 217499 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:03,819 : INFO : EPOCH 19 - PROGRESS: at 38.05% examples, 217519 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:04,862 : INFO : EPOCH 19 - PROGRESS: at 38.17% examples, 217498 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:05,869 : INFO : EPOCH 19 - PROGRESS: at 38.28% examples, 217509 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:06,892 : INFO : EPOCH 19 - PROGRESS: at 38.41% examples, 217520 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:07,895 : INFO : EPOCH 19 - PROGRESS: at 38.52% examples, 217541 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:08,902 : INFO : EPOCH 19 - PROGRESS: at 38.63% examples, 217521 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:09,942 : INFO : EPOCH 19 - PROGRESS: at 38.75% examples, 217519 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:10,949 : INFO : EPOCH 19 - PROGRESS: at 38.86% examples, 217519 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:11,982 : INFO : EPOCH 19 - PROGRESS: at 38.98% examples, 217517 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:12,987 : INFO : EPOCH 19 - PROGRESS: at 39.11% examples, 217542 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:14,010 : INFO : EPOCH 19 - PROGRESS: at 39.22% examples, 217518 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:15,077 : INFO : EPOCH 19 - PROGRESS: at 39.34% examples, 217517 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:16,111 : INFO : EPOCH 19 - PROGRESS: at 39.46% examples, 217530 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:17,115 : INFO : EPOCH 19 - PROGRESS: at 39.58% examples, 217550 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:18,121 : INFO : EPOCH 19 - PROGRESS: at 39.70% examples, 217542 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:19,129 : INFO : EPOCH 19 - PROGRESS: at 39.82% examples, 217536 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:20,142 : INFO : EPOCH 19 - PROGRESS: at 39.94% examples, 217551 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:21,164 : INFO : EPOCH 19 - PROGRESS: at 40.05% examples, 217551 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:22,167 : INFO : EPOCH 19 - PROGRESS: at 40.17% examples, 217536 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:23,200 : INFO : EPOCH 19 - PROGRESS: at 40.28% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:24,218 : INFO : EPOCH 19 - PROGRESS: at 40.40% examples, 217541 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:25,278 : INFO : EPOCH 19 - PROGRESS: at 40.52% examples, 217534 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:26,292 : INFO : EPOCH 19 - PROGRESS: at 40.64% examples, 217545 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:27,301 : INFO : EPOCH 19 - PROGRESS: at 40.76% examples, 217541 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:28,307 : INFO : EPOCH 19 - PROGRESS: at 40.87% examples, 217531 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:29,320 : INFO : EPOCH 19 - PROGRESS: at 41.00% examples, 217553 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:30,327 : INFO : EPOCH 19 - PROGRESS: at 41.11% examples, 217559 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:31,396 : INFO : EPOCH 19 - PROGRESS: at 41.23% examples, 217532 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:32,400 : INFO : EPOCH 19 - PROGRESS: at 41.36% examples, 217552 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:33,421 : INFO : EPOCH 19 - PROGRESS: at 41.45% examples, 217538 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:34,491 : INFO : EPOCH 19 - PROGRESS: at 41.58% examples, 217512 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:35,517 : INFO : EPOCH 19 - PROGRESS: at 41.71% examples, 217535 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:36,539 : INFO : EPOCH 19 - PROGRESS: at 41.83% examples, 217542 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:37,559 : INFO : EPOCH 19 - PROGRESS: at 41.96% examples, 217539 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:38,559 : INFO : EPOCH 19 - PROGRESS: at 42.08% examples, 217547 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:39,598 : INFO : EPOCH 19 - PROGRESS: at 42.21% examples, 217543 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:40,600 : INFO : EPOCH 19 - PROGRESS: at 42.32% examples, 217549 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:41,658 : INFO : EPOCH 19 - PROGRESS: at 42.44% examples, 217545 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:42,701 : INFO : EPOCH 19 - PROGRESS: at 42.56% examples, 217554 words/s, in_qsize 8, out_qsize 0
2020-07-16 23:24:43,725 : INFO : EPOCH 19 - PROGRESS: at 42.68% examples, 217554 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:44,750 : INFO : EPOCH 19 - PROGRESS: at 42.82% examples, 217561 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:45,755 : INFO : EPOCH 19 - PROGRESS: at 42.93% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:46,761 : INFO : EPOCH 19 - PROGRESS: at 43.03% examples, 217583 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:47,779 : INFO : EPOCH 19 - PROGRESS: at 43.14% examples, 217553 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:48,804 : INFO : EPOCH 19 - PROGRESS: at 43.24% examples, 217547 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:49,835 : INFO : EPOCH 19 - PROGRESS: at 43.37% examples, 217559 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:50,851 : INFO : EPOCH 19 - PROGRESS: at 43.49% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:51,863 : INFO : EPOCH 19 - PROGRESS: at 43.62% examples, 217567 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:52,896 : INFO : EPOCH 19 - PROGRESS: at 43.73% examples, 217557 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:53,909 : INFO : EPOCH 19 - PROGRESS: at 43.84% examples, 217557 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:54,915 : INFO : EPOCH 19 - PROGRESS: at 43.96% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:55,952 : INFO : EPOCH 19 - PROGRESS: at 44.06% examples, 217561 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:56,955 : INFO : EPOCH 19 - PROGRESS: at 44.18% examples, 217563 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:57,978 : INFO : EPOCH 19 - PROGRESS: at 44.29% examples, 217560 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:24:59,043 : INFO : EPOCH 19 - PROGRESS: at 44.41% examples, 217561 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:00,071 : INFO : EPOCH 19 - PROGRESS: at 44.53% examples, 217549 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:01,097 : INFO : EPOCH 19 - PROGRESS: at 44.65% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:02,103 : INFO : EPOCH 19 - PROGRESS: at 44.77% examples, 217572 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:03,133 : INFO : EPOCH 19 - PROGRESS: at 44.87% examples, 217559 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:04,167 : INFO : EPOCH 19 - PROGRESS: at 45.00% examples, 217566 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:05,174 : INFO : EPOCH 19 - PROGRESS: at 45.12% examples, 217576 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:06,202 : INFO : EPOCH 19 - PROGRESS: at 45.25% examples, 217567 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:07,225 : INFO : EPOCH 19 - PROGRESS: at 45.36% examples, 217565 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:08,279 : INFO : EPOCH 19 - PROGRESS: at 45.47% examples, 217552 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:09,283 : INFO : EPOCH 19 - PROGRESS: at 45.58% examples, 217546 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:10,284 : INFO : EPOCH 19 - PROGRESS: at 45.69% examples, 217535 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:11,293 : INFO : EPOCH 19 - PROGRESS: at 45.81% examples, 217503 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:12,298 : INFO : EPOCH 19 - PROGRESS: at 45.93% examples, 217467 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:13,340 : INFO : EPOCH 19 - PROGRESS: at 46.04% examples, 217364 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:14,364 : INFO : EPOCH 19 - PROGRESS: at 46.16% examples, 217332 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:15,403 : INFO : EPOCH 19 - PROGRESS: at 46.27% examples, 217306 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:16,405 : INFO : EPOCH 19 - PROGRESS: at 46.40% examples, 217318 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:17,450 : INFO : EPOCH 19 - PROGRESS: at 46.52% examples, 217311 words/s, in_qsize 8, out_qsize 1
2020-07-16 23:25:18,462 : INFO : EPOCH 19 - PROGRESS: at 46.65% examples, 217332 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:19,512 : INFO : EPOCH 19 - PROGRESS: at 46.75% examples, 217300 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:20,527 : INFO : EPOCH 19 - PROGRESS: at 46.87% examples, 217333 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:21,537 : INFO : EPOCH 19 - PROGRESS: at 46.99% examples, 217331 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:22,558 : INFO : EPOCH 19 - PROGRESS: at 47.10% examples, 217326 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:23,659 : INFO : EPOCH 19 - PROGRESS: at 47.23% examples, 217312 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:24,717 : INFO : EPOCH 19 - PROGRESS: at 47.37% examples, 217319 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:25,734 : INFO : EPOCH 19 - PROGRESS: at 47.49% examples, 217333 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:26,741 : INFO : EPOCH 19 - PROGRESS: at 47.61% examples, 217319 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:27,782 : INFO : EPOCH 19 - PROGRESS: at 47.75% examples, 217325 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:28,800 : INFO : EPOCH 19 - PROGRESS: at 47.86% examples, 217352 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:29,811 : INFO : EPOCH 19 - PROGRESS: at 47.97% examples, 217334 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:30,857 : INFO : EPOCH 19 - PROGRESS: at 48.09% examples, 217326 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:31,869 : INFO : EPOCH 19 - PROGRESS: at 48.22% examples, 217341 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:32,900 : INFO : EPOCH 19 - PROGRESS: at 48.34% examples, 217325 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:33,906 : INFO : EPOCH 19 - PROGRESS: at 48.45% examples, 217319 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:34,932 : INFO : EPOCH 19 - PROGRESS: at 48.55% examples, 217332 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:35,962 : INFO : EPOCH 19 - PROGRESS: at 48.68% examples, 217338 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:36,981 : INFO : EPOCH 19 - PROGRESS: at 48.78% examples, 217344 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:38,021 : INFO : EPOCH 19 - PROGRESS: at 48.89% examples, 217344 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:39,059 : INFO : EPOCH 19 - PROGRESS: at 49.01% examples, 217353 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:40,074 : INFO : EPOCH 19 - PROGRESS: at 49.12% examples, 217343 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:41,096 : INFO : EPOCH 19 - PROGRESS: at 49.24% examples, 217351 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:42,111 : INFO : EPOCH 19 - PROGRESS: at 49.37% examples, 217345 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:43,184 : INFO : EPOCH 19 - PROGRESS: at 49.48% examples, 217340 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:44,196 : INFO : EPOCH 19 - PROGRESS: at 49.60% examples, 217346 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:45,265 : INFO : EPOCH 19 - PROGRESS: at 49.73% examples, 217343 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:46,314 : INFO : EPOCH 19 - PROGRESS: at 49.86% examples, 217347 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:47,376 : INFO : EPOCH 19 - PROGRESS: at 49.99% examples, 217330 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:48,389 : INFO : EPOCH 19 - PROGRESS: at 50.13% examples, 217346 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:49,394 : INFO : EPOCH 19 - PROGRESS: at 50.26% examples, 217352 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:50,404 : INFO : EPOCH 19 - PROGRESS: at 50.37% examples, 217353 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:51,418 : INFO : EPOCH 19 - PROGRESS: at 50.48% examples, 217353 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:52,429 : INFO : EPOCH 19 - PROGRESS: at 50.61% examples, 217351 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:53,458 : INFO : EPOCH 19 - PROGRESS: at 50.71% examples, 217362 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:54,487 : INFO : EPOCH 19 - PROGRESS: at 50.83% examples, 217361 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:55,524 : INFO : EPOCH 19 - PROGRESS: at 50.95% examples, 217354 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:56,548 : INFO : EPOCH 19 - PROGRESS: at 51.07% examples, 217368 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:57,548 : INFO : EPOCH 19 - PROGRESS: at 51.17% examples, 217369 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:58,587 : INFO : EPOCH 19 - PROGRESS: at 51.29% examples, 217360 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:25:59,597 : INFO : EPOCH 19 - PROGRESS: at 51.40% examples, 217370 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:00,603 : INFO : EPOCH 19 - PROGRESS: at 51.52% examples, 217375 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:01,631 : INFO : EPOCH 19 - PROGRESS: at 51.65% examples, 217373 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:02,692 : INFO : EPOCH 19 - PROGRESS: at 51.76% examples, 217361 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:03,719 : INFO : EPOCH 19 - PROGRESS: at 51.88% examples, 217369 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:04,748 : INFO : EPOCH 19 - PROGRESS: at 52.00% examples, 217373 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:05,765 : INFO : EPOCH 19 - PROGRESS: at 52.11% examples, 217372 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:06,786 : INFO : EPOCH 19 - PROGRESS: at 52.24% examples, 217382 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:07,810 : INFO : EPOCH 19 - PROGRESS: at 52.38% examples, 217379 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:08,815 : INFO : EPOCH 19 - PROGRESS: at 52.48% examples, 217388 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:09,820 : INFO : EPOCH 19 - PROGRESS: at 52.59% examples, 217393 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:10,850 : INFO : EPOCH 19 - PROGRESS: at 52.70% examples, 217371 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:11,861 : INFO : EPOCH 19 - PROGRESS: at 52.84% examples, 217392 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:12,920 : INFO : EPOCH 19 - PROGRESS: at 52.96% examples, 217367 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:13,933 : INFO : EPOCH 19 - PROGRESS: at 53.07% examples, 217370 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:14,938 : INFO : EPOCH 19 - PROGRESS: at 53.20% examples, 217392 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:15,973 : INFO : EPOCH 19 - PROGRESS: at 53.32% examples, 217382 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:16,981 : INFO : EPOCH 19 - PROGRESS: at 53.45% examples, 217397 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:18,025 : INFO : EPOCH 19 - PROGRESS: at 53.56% examples, 217387 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:19,065 : INFO : EPOCH 19 - PROGRESS: at 53.68% examples, 217384 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:20,077 : INFO : EPOCH 19 - PROGRESS: at 53.80% examples, 217388 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:21,115 : INFO : EPOCH 19 - PROGRESS: at 53.91% examples, 217386 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:22,133 : INFO : EPOCH 19 - PROGRESS: at 54.03% examples, 217377 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:23,143 : INFO : EPOCH 19 - PROGRESS: at 54.15% examples, 217390 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:24,171 : INFO : EPOCH 19 - PROGRESS: at 54.26% examples, 217393 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:25,197 : INFO : EPOCH 19 - PROGRESS: at 54.38% examples, 217392 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:26,199 : INFO : EPOCH 19 - PROGRESS: at 54.50% examples, 217396 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:27,212 : INFO : EPOCH 19 - PROGRESS: at 54.62% examples, 217402 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:28,258 : INFO : EPOCH 19 - PROGRESS: at 54.74% examples, 217380 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:29,318 : INFO : EPOCH 19 - PROGRESS: at 54.85% examples, 217382 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:30,337 : INFO : EPOCH 19 - PROGRESS: at 54.97% examples, 217400 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:31,425 : INFO : EPOCH 19 - PROGRESS: at 55.08% examples, 217382 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:32,449 : INFO : EPOCH 19 - PROGRESS: at 55.20% examples, 217391 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:33,521 : INFO : EPOCH 19 - PROGRESS: at 55.33% examples, 217393 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:34,537 : INFO : EPOCH 19 - PROGRESS: at 55.45% examples, 217390 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:35,602 : INFO : EPOCH 19 - PROGRESS: at 55.56% examples, 217381 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:36,623 : INFO : EPOCH 19 - PROGRESS: at 55.69% examples, 217393 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:37,634 : INFO : EPOCH 19 - PROGRESS: at 55.81% examples, 217403 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:38,666 : INFO : EPOCH 19 - PROGRESS: at 55.93% examples, 217398 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:39,722 : INFO : EPOCH 19 - PROGRESS: at 56.05% examples, 217395 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:40,727 : INFO : EPOCH 19 - PROGRESS: at 56.20% examples, 217403 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:41,732 : INFO : EPOCH 19 - PROGRESS: at 56.32% examples, 217411 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:42,748 : INFO : EPOCH 19 - PROGRESS: at 56.43% examples, 217413 words/s, in_qsize 8, out_qsize 0
2020-07-16 23:26:43,781 : INFO : EPOCH 19 - PROGRESS: at 56.56% examples, 217408 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:44,782 : INFO : EPOCH 19 - PROGRESS: at 56.68% examples, 217412 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:45,789 : INFO : EPOCH 19 - PROGRESS: at 56.79% examples, 217419 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:46,790 : INFO : EPOCH 19 - PROGRESS: at 56.90% examples, 217419 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:47,803 : INFO : EPOCH 19 - PROGRESS: at 56.99% examples, 217408 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:48,818 : INFO : EPOCH 19 - PROGRESS: at 57.11% examples, 217411 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:49,834 : INFO : EPOCH 19 - PROGRESS: at 57.23% examples, 217414 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:50,863 : INFO : EPOCH 19 - PROGRESS: at 57.36% examples, 217401 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:51,873 : INFO : EPOCH 19 - PROGRESS: at 57.47% examples, 217406 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:52,906 : INFO : EPOCH 19 - PROGRESS: at 57.59% examples, 217403 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:53,977 : INFO : EPOCH 19 - PROGRESS: at 57.72% examples, 217407 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:55,039 : INFO : EPOCH 19 - PROGRESS: at 57.85% examples, 217415 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:56,067 : INFO : EPOCH 19 - PROGRESS: at 57.98% examples, 217423 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:57,080 : INFO : EPOCH 19 - PROGRESS: at 58.08% examples, 217405 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:58,096 : INFO : EPOCH 19 - PROGRESS: at 58.20% examples, 217425 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:26:59,098 : INFO : EPOCH 19 - PROGRESS: at 58.31% examples, 217423 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:00,105 : INFO : EPOCH 19 - PROGRESS: at 58.42% examples, 217406 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:01,107 : INFO : EPOCH 19 - PROGRESS: at 58.55% examples, 217420 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:02,144 : INFO : EPOCH 19 - PROGRESS: at 58.66% examples, 217418 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:03,146 : INFO : EPOCH 19 - PROGRESS: at 58.79% examples, 217415 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:04,228 : INFO : EPOCH 19 - PROGRESS: at 58.93% examples, 217408 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:05,235 : INFO : EPOCH 19 - PROGRESS: at 59.04% examples, 217418 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:06,292 : INFO : EPOCH 19 - PROGRESS: at 59.17% examples, 217412 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:07,346 : INFO : EPOCH 19 - PROGRESS: at 59.30% examples, 217412 words/s, in_qsize 8, out_qsize 1
2020-07-16 23:27:08,348 : INFO : EPOCH 19 - PROGRESS: at 59.41% examples, 217425 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:09,362 : INFO : EPOCH 19 - PROGRESS: at 59.53% examples, 217429 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:10,378 : INFO : EPOCH 19 - PROGRESS: at 59.65% examples, 217414 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:11,382 : INFO : EPOCH 19 - PROGRESS: at 59.79% examples, 217437 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:12,455 : INFO : EPOCH 19 - PROGRESS: at 59.91% examples, 217411 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:13,456 : INFO : EPOCH 19 - PROGRESS: at 60.02% examples, 217421 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:14,481 : INFO : EPOCH 19 - PROGRESS: at 60.13% examples, 217434 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:15,504 : INFO : EPOCH 19 - PROGRESS: at 60.24% examples, 217426 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:16,506 : INFO : EPOCH 19 - PROGRESS: at 60.36% examples, 217424 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:17,575 : INFO : EPOCH 19 - PROGRESS: at 60.48% examples, 217419 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:18,584 : INFO : EPOCH 19 - PROGRESS: at 60.61% examples, 217427 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:19,619 : INFO : EPOCH 19 - PROGRESS: at 60.72% examples, 217420 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:20,668 : INFO : EPOCH 19 - PROGRESS: at 60.84% examples, 217433 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:21,699 : INFO : EPOCH 19 - PROGRESS: at 60.97% examples, 217435 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:22,714 : INFO : EPOCH 19 - PROGRESS: at 61.08% examples, 217425 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:23,730 : INFO : EPOCH 19 - PROGRESS: at 61.21% examples, 217437 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:24,771 : INFO : EPOCH 19 - PROGRESS: at 61.34% examples, 217435 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:25,806 : INFO : EPOCH 19 - PROGRESS: at 61.46% examples, 217444 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:26,838 : INFO : EPOCH 19 - PROGRESS: at 61.58% examples, 217436 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:27,865 : INFO : EPOCH 19 - PROGRESS: at 61.69% examples, 217436 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:28,867 : INFO : EPOCH 19 - PROGRESS: at 61.80% examples, 217430 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:29,891 : INFO : EPOCH 19 - PROGRESS: at 61.90% examples, 217437 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:30,928 : INFO : EPOCH 19 - PROGRESS: at 62.01% examples, 217436 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:31,946 : INFO : EPOCH 19 - PROGRESS: at 62.15% examples, 217459 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:32,968 : INFO : EPOCH 19 - PROGRESS: at 62.28% examples, 217439 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:34,003 : INFO : EPOCH 19 - PROGRESS: at 62.39% examples, 217448 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:35,109 : INFO : EPOCH 19 - PROGRESS: at 62.52% examples, 217427 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:36,196 : INFO : EPOCH 19 - PROGRESS: at 62.63% examples, 217428 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:37,249 : INFO : EPOCH 19 - PROGRESS: at 62.75% examples, 217446 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:38,277 : INFO : EPOCH 19 - PROGRESS: at 62.87% examples, 217435 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:39,324 : INFO : EPOCH 19 - PROGRESS: at 63.00% examples, 217429 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:40,432 : INFO : EPOCH 19 - PROGRESS: at 63.12% examples, 217425 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:41,452 : INFO : EPOCH 19 - PROGRESS: at 63.25% examples, 217443 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:42,480 : INFO : EPOCH 19 - PROGRESS: at 63.37% examples, 217453 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:43,491 : INFO : EPOCH 19 - PROGRESS: at 63.49% examples, 217459 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:44,516 : INFO : EPOCH 19 - PROGRESS: at 63.60% examples, 217451 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:45,528 : INFO : EPOCH 19 - PROGRESS: at 63.72% examples, 217455 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:46,533 : INFO : EPOCH 19 - PROGRESS: at 63.86% examples, 217454 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:47,555 : INFO : EPOCH 19 - PROGRESS: at 63.99% examples, 217456 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:48,556 : INFO : EPOCH 19 - PROGRESS: at 64.10% examples, 217444 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:49,562 : INFO : EPOCH 19 - PROGRESS: at 64.21% examples, 217451 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:50,605 : INFO : EPOCH 19 - PROGRESS: at 64.34% examples, 217440 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:51,653 : INFO : EPOCH 19 - PROGRESS: at 64.47% examples, 217446 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:52,673 : INFO : EPOCH 19 - PROGRESS: at 64.60% examples, 217457 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:53,685 : INFO : EPOCH 19 - PROGRESS: at 64.72% examples, 217462 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:54,733 : INFO : EPOCH 19 - PROGRESS: at 64.83% examples, 217455 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:55,764 : INFO : EPOCH 19 - PROGRESS: at 64.97% examples, 217445 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:56,831 : INFO : EPOCH 19 - PROGRESS: at 65.10% examples, 217457 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:57,890 : INFO : EPOCH 19 - PROGRESS: at 65.23% examples, 217453 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:58,899 : INFO : EPOCH 19 - PROGRESS: at 65.34% examples, 217456 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:27:59,917 : INFO : EPOCH 19 - PROGRESS: at 65.45% examples, 217453 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:00,945 : INFO : EPOCH 19 - PROGRESS: at 65.56% examples, 217471 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:01,948 : INFO : EPOCH 19 - PROGRESS: at 65.68% examples, 217472 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:02,996 : INFO : EPOCH 19 - PROGRESS: at 65.79% examples, 217456 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:04,050 : INFO : EPOCH 19 - PROGRESS: at 65.92% examples, 217460 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:05,050 : INFO : EPOCH 19 - PROGRESS: at 66.04% examples, 217466 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:06,096 : INFO : EPOCH 19 - PROGRESS: at 66.15% examples, 217466 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:07,098 : INFO : EPOCH 19 - PROGRESS: at 66.28% examples, 217471 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:08,132 : INFO : EPOCH 19 - PROGRESS: at 66.39% examples, 217460 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:09,155 : INFO : EPOCH 19 - PROGRESS: at 66.52% examples, 217469 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:10,173 : INFO : EPOCH 19 - PROGRESS: at 66.64% examples, 217465 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:11,176 : INFO : EPOCH 19 - PROGRESS: at 66.75% examples, 217473 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:12,211 : INFO : EPOCH 19 - PROGRESS: at 66.85% examples, 217469 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:13,312 : INFO : EPOCH 19 - PROGRESS: at 67.00% examples, 217460 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:14,343 : INFO : EPOCH 19 - PROGRESS: at 67.12% examples, 217470 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:15,360 : INFO : EPOCH 19 - PROGRESS: at 67.24% examples, 217478 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:16,405 : INFO : EPOCH 19 - PROGRESS: at 67.33% examples, 217467 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:17,437 : INFO : EPOCH 19 - PROGRESS: at 67.46% examples, 217467 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:18,459 : INFO : EPOCH 19 - PROGRESS: at 67.58% examples, 217475 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:19,529 : INFO : EPOCH 19 - PROGRESS: at 67.70% examples, 217468 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:20,536 : INFO : EPOCH 19 - PROGRESS: at 67.82% examples, 217471 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:21,571 : INFO : EPOCH 19 - PROGRESS: at 67.95% examples, 217476 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:22,585 : INFO : EPOCH 19 - PROGRESS: at 68.07% examples, 217467 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:23,620 : INFO : EPOCH 19 - PROGRESS: at 68.20% examples, 217467 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:24,623 : INFO : EPOCH 19 - PROGRESS: at 68.32% examples, 217479 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:25,683 : INFO : EPOCH 19 - PROGRESS: at 68.45% examples, 217473 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:26,694 : INFO : EPOCH 19 - PROGRESS: at 68.56% examples, 217477 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:27,723 : INFO : EPOCH 19 - PROGRESS: at 68.69% examples, 217468 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:28,730 : INFO : EPOCH 19 - PROGRESS: at 68.82% examples, 217487 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:29,732 : INFO : EPOCH 19 - PROGRESS: at 68.94% examples, 217481 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:30,749 : INFO : EPOCH 19 - PROGRESS: at 69.05% examples, 217474 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:31,798 : INFO : EPOCH 19 - PROGRESS: at 69.15% examples, 217472 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:32,858 : INFO : EPOCH 19 - PROGRESS: at 69.26% examples, 217472 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:33,859 : INFO : EPOCH 19 - PROGRESS: at 69.37% examples, 217469 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:34,868 : INFO : EPOCH 19 - PROGRESS: at 69.48% examples, 217476 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:35,890 : INFO : EPOCH 19 - PROGRESS: at 69.60% examples, 217480 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:36,894 : INFO : EPOCH 19 - PROGRESS: at 69.72% examples, 217485 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:37,901 : INFO : EPOCH 19 - PROGRESS: at 69.83% examples, 217496 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:38,914 : INFO : EPOCH 19 - PROGRESS: at 69.95% examples, 217476 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:39,971 : INFO : EPOCH 19 - PROGRESS: at 70.07% examples, 217466 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:41,002 : INFO : EPOCH 19 - PROGRESS: at 70.20% examples, 217477 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:42,010 : INFO : EPOCH 19 - PROGRESS: at 70.32% examples, 217479 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:43,042 : INFO : EPOCH 19 - PROGRESS: at 70.44% examples, 217474 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:44,071 : INFO : EPOCH 19 - PROGRESS: at 70.57% examples, 217483 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:45,071 : INFO : EPOCH 19 - PROGRESS: at 70.68% examples, 217470 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:46,072 : INFO : EPOCH 19 - PROGRESS: at 70.81% examples, 217477 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:47,082 : INFO : EPOCH 19 - PROGRESS: at 70.92% examples, 217485 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:48,094 : INFO : EPOCH 19 - PROGRESS: at 71.05% examples, 217477 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:49,121 : INFO : EPOCH 19 - PROGRESS: at 71.17% examples, 217480 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:50,200 : INFO : EPOCH 19 - PROGRESS: at 71.29% examples, 217479 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:51,209 : INFO : EPOCH 19 - PROGRESS: at 71.40% examples, 217479 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:52,212 : INFO : EPOCH 19 - PROGRESS: at 71.52% examples, 217482 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:53,251 : INFO : EPOCH 19 - PROGRESS: at 71.66% examples, 217489 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:54,304 : INFO : EPOCH 19 - PROGRESS: at 71.80% examples, 217483 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:55,321 : INFO : EPOCH 19 - PROGRESS: at 71.91% examples, 217482 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:56,395 : INFO : EPOCH 19 - PROGRESS: at 72.03% examples, 217477 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:57,418 : INFO : EPOCH 19 - PROGRESS: at 72.14% examples, 217477 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:58,424 : INFO : EPOCH 19 - PROGRESS: at 72.28% examples, 217493 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:28:59,446 : INFO : EPOCH 19 - PROGRESS: at 72.39% examples, 217489 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:00,454 : INFO : EPOCH 19 - PROGRESS: at 72.51% examples, 217499 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:01,495 : INFO : EPOCH 19 - PROGRESS: at 72.61% examples, 217483 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:02,517 : INFO : EPOCH 19 - PROGRESS: at 72.72% examples, 217489 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:03,524 : INFO : EPOCH 19 - PROGRESS: at 72.83% examples, 217488 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:04,541 : INFO : EPOCH 19 - PROGRESS: at 72.95% examples, 217498 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:05,555 : INFO : EPOCH 19 - PROGRESS: at 73.07% examples, 217494 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:06,602 : INFO : EPOCH 19 - PROGRESS: at 73.18% examples, 217488 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:07,616 : INFO : EPOCH 19 - PROGRESS: at 73.31% examples, 217496 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:08,654 : INFO : EPOCH 19 - PROGRESS: at 73.41% examples, 217488 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:09,671 : INFO : EPOCH 19 - PROGRESS: at 73.53% examples, 217506 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:10,690 : INFO : EPOCH 19 - PROGRESS: at 73.65% examples, 217494 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:11,691 : INFO : EPOCH 19 - PROGRESS: at 73.77% examples, 217503 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:12,716 : INFO : EPOCH 19 - PROGRESS: at 73.89% examples, 217495 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:13,729 : INFO : EPOCH 19 - PROGRESS: at 74.02% examples, 217504 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:14,756 : INFO : EPOCH 19 - PROGRESS: at 74.13% examples, 217501 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:15,795 : INFO : EPOCH 19 - PROGRESS: at 74.27% examples, 217508 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:16,810 : INFO : EPOCH 19 - PROGRESS: at 74.38% examples, 217495 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:17,867 : INFO : EPOCH 19 - PROGRESS: at 74.51% examples, 217502 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:18,890 : INFO : EPOCH 19 - PROGRESS: at 74.62% examples, 217503 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:19,926 : INFO : EPOCH 19 - PROGRESS: at 74.74% examples, 217496 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:20,994 : INFO : EPOCH 19 - PROGRESS: at 74.86% examples, 217497 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:22,001 : INFO : EPOCH 19 - PROGRESS: at 74.98% examples, 217502 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:23,003 : INFO : EPOCH 19 - PROGRESS: at 75.11% examples, 217508 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:24,009 : INFO : EPOCH 19 - PROGRESS: at 75.25% examples, 217508 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:25,012 : INFO : EPOCH 19 - PROGRESS: at 75.34% examples, 217504 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:26,081 : INFO : EPOCH 19 - PROGRESS: at 75.48% examples, 217496 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:27,108 : INFO : EPOCH 19 - PROGRESS: at 75.60% examples, 217510 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:28,117 : INFO : EPOCH 19 - PROGRESS: at 75.74% examples, 217516 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:29,136 : INFO : EPOCH 19 - PROGRESS: at 75.85% examples, 217509 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:30,155 : INFO : EPOCH 19 - PROGRESS: at 75.98% examples, 217513 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:31,173 : INFO : EPOCH 19 - PROGRESS: at 76.10% examples, 217517 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:32,182 : INFO : EPOCH 19 - PROGRESS: at 76.21% examples, 217509 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:33,210 : INFO : EPOCH 19 - PROGRESS: at 76.33% examples, 217515 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:34,254 : INFO : EPOCH 19 - PROGRESS: at 76.44% examples, 217512 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:35,273 : INFO : EPOCH 19 - PROGRESS: at 76.55% examples, 217521 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:36,309 : INFO : EPOCH 19 - PROGRESS: at 76.67% examples, 217516 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:37,316 : INFO : EPOCH 19 - PROGRESS: at 76.81% examples, 217527 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:38,342 : INFO : EPOCH 19 - PROGRESS: at 76.91% examples, 217515 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:39,387 : INFO : EPOCH 19 - PROGRESS: at 77.02% examples, 217502 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:40,402 : INFO : EPOCH 19 - PROGRESS: at 77.13% examples, 217489 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:41,469 : INFO : EPOCH 19 - PROGRESS: at 77.26% examples, 217481 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:42,481 : INFO : EPOCH 19 - PROGRESS: at 77.37% examples, 217451 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:43,496 : INFO : EPOCH 19 - PROGRESS: at 77.47% examples, 217394 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:44,500 : INFO : EPOCH 19 - PROGRESS: at 77.58% examples, 217368 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:45,570 : INFO : EPOCH 19 - PROGRESS: at 77.69% examples, 217368 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:46,656 : INFO : EPOCH 19 - PROGRESS: at 77.80% examples, 217360 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:47,713 : INFO : EPOCH 19 - PROGRESS: at 77.93% examples, 217369 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:48,761 : INFO : EPOCH 19 - PROGRESS: at 78.07% examples, 217372 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:49,770 : INFO : EPOCH 19 - PROGRESS: at 78.17% examples, 217380 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:50,773 : INFO : EPOCH 19 - PROGRESS: at 78.30% examples, 217381 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:51,789 : INFO : EPOCH 19 - PROGRESS: at 78.42% examples, 217373 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:52,813 : INFO : EPOCH 19 - PROGRESS: at 78.51% examples, 217367 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:53,819 : INFO : EPOCH 19 - PROGRESS: at 78.63% examples, 217382 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:54,830 : INFO : EPOCH 19 - PROGRESS: at 78.75% examples, 217378 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:55,834 : INFO : EPOCH 19 - PROGRESS: at 78.86% examples, 217390 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:56,853 : INFO : EPOCH 19 - PROGRESS: at 78.96% examples, 217378 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:57,857 : INFO : EPOCH 19 - PROGRESS: at 79.08% examples, 217377 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:58,869 : INFO : EPOCH 19 - PROGRESS: at 79.20% examples, 217384 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:29:59,900 : INFO : EPOCH 19 - PROGRESS: at 79.32% examples, 217374 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:00,937 : INFO : EPOCH 19 - PROGRESS: at 79.45% examples, 217371 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:01,941 : INFO : EPOCH 19 - PROGRESS: at 79.57% examples, 217370 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:02,975 : INFO : EPOCH 19 - PROGRESS: at 79.68% examples, 217376 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:04,032 : INFO : EPOCH 19 - PROGRESS: at 79.80% examples, 217370 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:05,040 : INFO : EPOCH 19 - PROGRESS: at 79.93% examples, 217389 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:06,073 : INFO : EPOCH 19 - PROGRESS: at 80.06% examples, 217376 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:07,092 : INFO : EPOCH 19 - PROGRESS: at 80.18% examples, 217386 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:08,097 : INFO : EPOCH 19 - PROGRESS: at 80.29% examples, 217377 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:09,102 : INFO : EPOCH 19 - PROGRESS: at 80.40% examples, 217385 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:10,161 : INFO : EPOCH 19 - PROGRESS: at 80.52% examples, 217371 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:11,168 : INFO : EPOCH 19 - PROGRESS: at 80.63% examples, 217372 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:12,170 : INFO : EPOCH 19 - PROGRESS: at 80.76% examples, 217379 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:13,183 : INFO : EPOCH 19 - PROGRESS: at 80.89% examples, 217386 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:14,201 : INFO : EPOCH 19 - PROGRESS: at 81.01% examples, 217377 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:15,220 : INFO : EPOCH 19 - PROGRESS: at 81.15% examples, 217374 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:16,239 : INFO : EPOCH 19 - PROGRESS: at 81.27% examples, 217376 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:17,326 : INFO : EPOCH 19 - PROGRESS: at 81.39% examples, 217372 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:18,350 : INFO : EPOCH 19 - PROGRESS: at 81.50% examples, 217377 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:19,389 : INFO : EPOCH 19 - PROGRESS: at 81.63% examples, 217382 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:20,437 : INFO : EPOCH 19 - PROGRESS: at 81.75% examples, 217382 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:21,515 : INFO : EPOCH 19 - PROGRESS: at 81.87% examples, 217381 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:22,520 : INFO : EPOCH 19 - PROGRESS: at 81.99% examples, 217377 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:23,532 : INFO : EPOCH 19 - PROGRESS: at 82.09% examples, 217371 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:24,535 : INFO : EPOCH 19 - PROGRESS: at 82.18% examples, 217377 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:25,570 : INFO : EPOCH 19 - PROGRESS: at 82.32% examples, 217377 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:26,582 : INFO : EPOCH 19 - PROGRESS: at 82.44% examples, 217380 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:27,593 : INFO : EPOCH 19 - PROGRESS: at 82.57% examples, 217385 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:28,609 : INFO : EPOCH 19 - PROGRESS: at 82.70% examples, 217380 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:29,620 : INFO : EPOCH 19 - PROGRESS: at 82.81% examples, 217388 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:30,626 : INFO : EPOCH 19 - PROGRESS: at 82.92% examples, 217383 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:31,636 : INFO : EPOCH 19 - PROGRESS: at 83.05% examples, 217388 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:32,642 : INFO : EPOCH 19 - PROGRESS: at 83.16% examples, 217371 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:33,647 : INFO : EPOCH 19 - PROGRESS: at 83.29% examples, 217383 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:34,664 : INFO : EPOCH 19 - PROGRESS: at 83.40% examples, 217377 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:35,664 : INFO : EPOCH 19 - PROGRESS: at 83.51% examples, 217378 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:36,668 : INFO : EPOCH 19 - PROGRESS: at 83.61% examples, 217383 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:37,680 : INFO : EPOCH 19 - PROGRESS: at 83.72% examples, 217382 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:38,682 : INFO : EPOCH 19 - PROGRESS: at 83.86% examples, 217391 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:39,717 : INFO : EPOCH 19 - PROGRESS: at 83.98% examples, 217378 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:40,740 : INFO : EPOCH 19 - PROGRESS: at 84.10% examples, 217381 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:41,816 : INFO : EPOCH 19 - PROGRESS: at 84.23% examples, 217386 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:42,853 : INFO : EPOCH 19 - PROGRESS: at 84.35% examples, 217387 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:43,901 : INFO : EPOCH 19 - PROGRESS: at 84.46% examples, 217390 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:44,921 : INFO : EPOCH 19 - PROGRESS: at 84.57% examples, 217389 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:45,923 : INFO : EPOCH 19 - PROGRESS: at 84.68% examples, 217384 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:46,973 : INFO : EPOCH 19 - PROGRESS: at 84.82% examples, 217384 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:48,000 : INFO : EPOCH 19 - PROGRESS: at 84.94% examples, 217393 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:49,018 : INFO : EPOCH 19 - PROGRESS: at 85.06% examples, 217394 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:50,035 : INFO : EPOCH 19 - PROGRESS: at 85.17% examples, 217386 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:51,039 : INFO : EPOCH 19 - PROGRESS: at 85.27% examples, 217381 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:52,063 : INFO : EPOCH 19 - PROGRESS: at 85.40% examples, 217393 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:53,065 : INFO : EPOCH 19 - PROGRESS: at 85.51% examples, 217391 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:54,088 : INFO : EPOCH 19 - PROGRESS: at 85.64% examples, 217391 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:55,123 : INFO : EPOCH 19 - PROGRESS: at 85.77% examples, 217394 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:56,136 : INFO : EPOCH 19 - PROGRESS: at 85.90% examples, 217392 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:57,141 : INFO : EPOCH 19 - PROGRESS: at 86.00% examples, 217396 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:58,145 : INFO : EPOCH 19 - PROGRESS: at 86.13% examples, 217396 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:30:59,155 : INFO : EPOCH 19 - PROGRESS: at 86.24% examples, 217400 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:00,197 : INFO : EPOCH 19 - PROGRESS: at 86.37% examples, 217389 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:01,233 : INFO : EPOCH 19 - PROGRESS: at 86.48% examples, 217392 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:02,325 : INFO : EPOCH 19 - PROGRESS: at 86.61% examples, 217387 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:03,398 : INFO : EPOCH 19 - PROGRESS: at 86.72% examples, 217383 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:04,421 : INFO : EPOCH 19 - PROGRESS: at 86.85% examples, 217387 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:05,503 : INFO : EPOCH 19 - PROGRESS: at 86.97% examples, 217386 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:06,530 : INFO : EPOCH 19 - PROGRESS: at 87.08% examples, 217391 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:07,580 : INFO : EPOCH 19 - PROGRESS: at 87.21% examples, 217394 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:08,629 : INFO : EPOCH 19 - PROGRESS: at 87.34% examples, 217395 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:09,634 : INFO : EPOCH 19 - PROGRESS: at 87.47% examples, 217397 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:10,643 : INFO : EPOCH 19 - PROGRESS: at 87.58% examples, 217394 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:11,653 : INFO : EPOCH 19 - PROGRESS: at 87.71% examples, 217406 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:12,665 : INFO : EPOCH 19 - PROGRESS: at 87.83% examples, 217412 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:13,684 : INFO : EPOCH 19 - PROGRESS: at 87.95% examples, 217400 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:14,685 : INFO : EPOCH 19 - PROGRESS: at 88.08% examples, 217408 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:15,730 : INFO : EPOCH 19 - PROGRESS: at 88.19% examples, 217400 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:16,741 : INFO : EPOCH 19 - PROGRESS: at 88.30% examples, 217397 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:17,808 : INFO : EPOCH 19 - PROGRESS: at 88.43% examples, 217396 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:18,832 : INFO : EPOCH 19 - PROGRESS: at 88.56% examples, 217402 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:19,857 : INFO : EPOCH 19 - PROGRESS: at 88.68% examples, 217404 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:20,876 : INFO : EPOCH 19 - PROGRESS: at 88.80% examples, 217408 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:21,892 : INFO : EPOCH 19 - PROGRESS: at 88.94% examples, 217408 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:22,917 : INFO : EPOCH 19 - PROGRESS: at 89.04% examples, 217411 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:23,943 : INFO : EPOCH 19 - PROGRESS: at 89.15% examples, 217399 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:24,948 : INFO : EPOCH 19 - PROGRESS: at 89.27% examples, 217412 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:25,954 : INFO : EPOCH 19 - PROGRESS: at 89.36% examples, 217404 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:26,978 : INFO : EPOCH 19 - PROGRESS: at 89.50% examples, 217411 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:28,032 : INFO : EPOCH 19 - PROGRESS: at 89.61% examples, 217403 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:29,062 : INFO : EPOCH 19 - PROGRESS: at 89.75% examples, 217413 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:30,104 : INFO : EPOCH 19 - PROGRESS: at 89.87% examples, 217408 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:31,148 : INFO : EPOCH 19 - PROGRESS: at 90.00% examples, 217413 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:32,152 : INFO : EPOCH 19 - PROGRESS: at 90.12% examples, 217414 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:33,198 : INFO : EPOCH 19 - PROGRESS: at 90.24% examples, 217403 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:34,253 : INFO : EPOCH 19 - PROGRESS: at 90.34% examples, 217403 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:35,275 : INFO : EPOCH 19 - PROGRESS: at 90.46% examples, 217412 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:36,282 : INFO : EPOCH 19 - PROGRESS: at 90.57% examples, 217413 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:37,312 : INFO : EPOCH 19 - PROGRESS: at 90.69% examples, 217414 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:38,325 : INFO : EPOCH 19 - PROGRESS: at 90.82% examples, 217418 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:39,331 : INFO : EPOCH 19 - PROGRESS: at 90.93% examples, 217418 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:40,351 : INFO : EPOCH 19 - PROGRESS: at 91.04% examples, 217419 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:41,368 : INFO : EPOCH 19 - PROGRESS: at 91.15% examples, 217413 words/s, in_qsize 8, out_qsize 2
2020-07-16 23:31:42,413 : INFO : EPOCH 19 - PROGRESS: at 91.27% examples, 217411 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:43,421 : INFO : EPOCH 19 - PROGRESS: at 91.41% examples, 217426 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:44,428 : INFO : EPOCH 19 - PROGRESS: at 91.51% examples, 217416 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:45,489 : INFO : EPOCH 19 - PROGRESS: at 91.62% examples, 217416 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:46,498 : INFO : EPOCH 19 - PROGRESS: at 91.74% examples, 217430 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:47,516 : INFO : EPOCH 19 - PROGRESS: at 91.85% examples, 217419 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:48,538 : INFO : EPOCH 19 - PROGRESS: at 91.97% examples, 217416 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:49,576 : INFO : EPOCH 19 - PROGRESS: at 92.08% examples, 217420 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:50,578 : INFO : EPOCH 19 - PROGRESS: at 92.21% examples, 217426 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:51,619 : INFO : EPOCH 19 - PROGRESS: at 92.34% examples, 217426 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:52,627 : INFO : EPOCH 19 - PROGRESS: at 92.46% examples, 217422 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:53,689 : INFO : EPOCH 19 - PROGRESS: at 92.57% examples, 217416 words/s, in_qsize 8, out_qsize 1
2020-07-16 23:31:54,692 : INFO : EPOCH 19 - PROGRESS: at 92.69% examples, 217429 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:55,770 : INFO : EPOCH 19 - PROGRESS: at 92.80% examples, 217416 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:56,806 : INFO : EPOCH 19 - PROGRESS: at 92.92% examples, 217422 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:57,828 : INFO : EPOCH 19 - PROGRESS: at 93.02% examples, 217430 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:58,851 : INFO : EPOCH 19 - PROGRESS: at 93.12% examples, 217424 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:31:59,901 : INFO : EPOCH 19 - PROGRESS: at 93.22% examples, 217426 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:00,912 : INFO : EPOCH 19 - PROGRESS: at 93.34% examples, 217422 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:01,938 : INFO : EPOCH 19 - PROGRESS: at 93.47% examples, 217428 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:02,965 : INFO : EPOCH 19 - PROGRESS: at 93.59% examples, 217431 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:03,983 : INFO : EPOCH 19 - PROGRESS: at 93.70% examples, 217424 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:05,059 : INFO : EPOCH 19 - PROGRESS: at 93.84% examples, 217422 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:06,099 : INFO : EPOCH 19 - PROGRESS: at 93.94% examples, 217429 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:07,177 : INFO : EPOCH 19 - PROGRESS: at 94.06% examples, 217427 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:08,206 : INFO : EPOCH 19 - PROGRESS: at 94.19% examples, 217428 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:09,219 : INFO : EPOCH 19 - PROGRESS: at 94.31% examples, 217427 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:10,231 : INFO : EPOCH 19 - PROGRESS: at 94.42% examples, 217432 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:11,293 : INFO : EPOCH 19 - PROGRESS: at 94.55% examples, 217419 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:12,295 : INFO : EPOCH 19 - PROGRESS: at 94.67% examples, 217425 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:13,346 : INFO : EPOCH 19 - PROGRESS: at 94.80% examples, 217428 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:14,386 : INFO : EPOCH 19 - PROGRESS: at 94.93% examples, 217434 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:15,409 : INFO : EPOCH 19 - PROGRESS: at 95.03% examples, 217432 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:16,484 : INFO : EPOCH 19 - PROGRESS: at 95.15% examples, 217425 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:17,486 : INFO : EPOCH 19 - PROGRESS: at 95.27% examples, 217441 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:18,541 : INFO : EPOCH 19 - PROGRESS: at 95.37% examples, 217431 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:19,545 : INFO : EPOCH 19 - PROGRESS: at 95.49% examples, 217431 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:20,555 : INFO : EPOCH 19 - PROGRESS: at 95.60% examples, 217436 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:21,562 : INFO : EPOCH 19 - PROGRESS: at 95.73% examples, 217439 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:22,603 : INFO : EPOCH 19 - PROGRESS: at 95.82% examples, 217434 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:23,615 : INFO : EPOCH 19 - PROGRESS: at 95.94% examples, 217439 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:24,624 : INFO : EPOCH 19 - PROGRESS: at 96.06% examples, 217439 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:25,654 : INFO : EPOCH 19 - PROGRESS: at 96.19% examples, 217434 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:26,715 : INFO : EPOCH 19 - PROGRESS: at 96.30% examples, 217435 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:27,786 : INFO : EPOCH 19 - PROGRESS: at 96.41% examples, 217433 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:28,821 : INFO : EPOCH 19 - PROGRESS: at 96.55% examples, 217436 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:29,847 : INFO : EPOCH 19 - PROGRESS: at 96.66% examples, 217438 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:30,917 : INFO : EPOCH 19 - PROGRESS: at 96.78% examples, 217435 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:31,949 : INFO : EPOCH 19 - PROGRESS: at 96.90% examples, 217442 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:32,986 : INFO : EPOCH 19 - PROGRESS: at 97.01% examples, 217445 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:34,015 : INFO : EPOCH 19 - PROGRESS: at 97.12% examples, 217438 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:35,045 : INFO : EPOCH 19 - PROGRESS: at 97.25% examples, 217441 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:36,109 : INFO : EPOCH 19 - PROGRESS: at 97.37% examples, 217442 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:37,128 : INFO : EPOCH 19 - PROGRESS: at 97.50% examples, 217443 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:38,226 : INFO : EPOCH 19 - PROGRESS: at 97.64% examples, 217436 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:39,283 : INFO : EPOCH 19 - PROGRESS: at 97.79% examples, 217446 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:40,294 : INFO : EPOCH 19 - PROGRESS: at 97.91% examples, 217443 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:41,306 : INFO : EPOCH 19 - PROGRESS: at 98.03% examples, 217446 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:42,324 : INFO : EPOCH 19 - PROGRESS: at 98.16% examples, 217441 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:43,343 : INFO : EPOCH 19 - PROGRESS: at 98.27% examples, 217444 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:44,383 : INFO : EPOCH 19 - PROGRESS: at 98.38% examples, 217442 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:45,405 : INFO : EPOCH 19 - PROGRESS: at 98.50% examples, 217441 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:46,412 : INFO : EPOCH 19 - PROGRESS: at 98.63% examples, 217441 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:47,470 : INFO : EPOCH 19 - PROGRESS: at 98.73% examples, 217440 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:48,562 : INFO : EPOCH 19 - PROGRESS: at 98.86% examples, 217437 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:49,589 : INFO : EPOCH 19 - PROGRESS: at 98.97% examples, 217442 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:50,661 : INFO : EPOCH 19 - PROGRESS: at 99.12% examples, 217435 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:51,753 : INFO : EPOCH 19 - PROGRESS: at 99.23% examples, 217436 words/s, in_qsize 5, out_qsize 2
2020-07-16 23:32:52,805 : INFO : EPOCH 19 - PROGRESS: at 99.36% examples, 217440 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:53,838 : INFO : EPOCH 19 - PROGRESS: at 99.48% examples, 217449 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:54,939 : INFO : EPOCH 19 - PROGRESS: at 99.59% examples, 217437 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:55,959 : INFO : EPOCH 19 - PROGRESS: at 99.72% examples, 217440 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:56,979 : INFO : EPOCH 19 - PROGRESS: at 99.83% examples, 217444 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:57,991 : INFO : EPOCH 19 - PROGRESS: at 99.94% examples, 217444 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:32:58,502 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 23:32:58,558 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 23:32:58,569 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 23:32:58,603 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 23:32:58,604 : INFO : EPOCH - 19 : training on 247361374 raw words (187349375 effective words) took 861.6s, 217450 effective words/s
2020-07-16 23:32:59,666 : INFO : EPOCH 20 - PROGRESS: at 0.12% examples, 201752 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:00,682 : INFO : EPOCH 20 - PROGRESS: at 0.23% examples, 211595 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:01,690 : INFO : EPOCH 20 - PROGRESS: at 0.35% examples, 214675 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:02,717 : INFO : EPOCH 20 - PROGRESS: at 0.47% examples, 213305 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:03,726 : INFO : EPOCH 20 - PROGRESS: at 0.60% examples, 215387 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:04,733 : INFO : EPOCH 20 - PROGRESS: at 0.74% examples, 216578 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:05,798 : INFO : EPOCH 20 - PROGRESS: at 0.87% examples, 215560 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:06,871 : INFO : EPOCH 20 - PROGRESS: at 0.99% examples, 215175 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:07,872 : INFO : EPOCH 20 - PROGRESS: at 1.10% examples, 216495 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:08,891 : INFO : EPOCH 20 - PROGRESS: at 1.21% examples, 216546 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:09,898 : INFO : EPOCH 20 - PROGRESS: at 1.34% examples, 217187 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:10,934 : INFO : EPOCH 20 - PROGRESS: at 1.46% examples, 216820 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:11,968 : INFO : EPOCH 20 - PROGRESS: at 1.58% examples, 216791 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:13,003 : INFO : EPOCH 20 - PROGRESS: at 1.69% examples, 217380 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:14,016 : INFO : EPOCH 20 - PROGRESS: at 1.80% examples, 217139 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:15,021 : INFO : EPOCH 20 - PROGRESS: at 1.93% examples, 217148 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:16,033 : INFO : EPOCH 20 - PROGRESS: at 2.06% examples, 217458 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:17,066 : INFO : EPOCH 20 - PROGRESS: at 2.18% examples, 217488 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:18,076 : INFO : EPOCH 20 - PROGRESS: at 2.30% examples, 217541 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:19,086 : INFO : EPOCH 20 - PROGRESS: at 2.40% examples, 217334 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:20,109 : INFO : EPOCH 20 - PROGRESS: at 2.54% examples, 217642 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:21,163 : INFO : EPOCH 20 - PROGRESS: at 2.64% examples, 217163 words/s, in_qsize 8, out_qsize 1
2020-07-16 23:33:22,176 : INFO : EPOCH 20 - PROGRESS: at 2.74% examples, 217352 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:23,221 : INFO : EPOCH 20 - PROGRESS: at 2.85% examples, 217473 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:24,257 : INFO : EPOCH 20 - PROGRESS: at 2.96% examples, 217565 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:25,283 : INFO : EPOCH 20 - PROGRESS: at 3.07% examples, 217580 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:26,331 : INFO : EPOCH 20 - PROGRESS: at 3.20% examples, 217677 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:27,369 : INFO : EPOCH 20 - PROGRESS: at 3.32% examples, 217547 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:28,385 : INFO : EPOCH 20 - PROGRESS: at 3.46% examples, 217734 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:29,398 : INFO : EPOCH 20 - PROGRESS: at 3.56% examples, 217619 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:30,430 : INFO : EPOCH 20 - PROGRESS: at 3.71% examples, 217692 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:31,512 : INFO : EPOCH 20 - PROGRESS: at 3.82% examples, 217475 words/s, in_qsize 6, out_qsize 1
2020-07-16 23:33:32,543 : INFO : EPOCH 20 - PROGRESS: at 3.95% examples, 217651 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:33,546 : INFO : EPOCH 20 - PROGRESS: at 4.06% examples, 217455 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:34,565 : INFO : EPOCH 20 - PROGRESS: at 4.19% examples, 217688 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:35,571 : INFO : EPOCH 20 - PROGRESS: at 4.30% examples, 217800 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:36,582 : INFO : EPOCH 20 - PROGRESS: at 4.43% examples, 217776 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:37,615 : INFO : EPOCH 20 - PROGRESS: at 4.55% examples, 217680 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:38,621 : INFO : EPOCH 20 - PROGRESS: at 4.66% examples, 217901 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:39,651 : INFO : EPOCH 20 - PROGRESS: at 4.78% examples, 217771 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:40,669 : INFO : EPOCH 20 - PROGRESS: at 4.92% examples, 217887 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:41,675 : INFO : EPOCH 20 - PROGRESS: at 5.04% examples, 217876 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:42,696 : INFO : EPOCH 20 - PROGRESS: at 5.17% examples, 217772 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:43,771 : INFO : EPOCH 20 - PROGRESS: at 5.28% examples, 217779 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:44,802 : INFO : EPOCH 20 - PROGRESS: at 5.41% examples, 217843 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:45,865 : INFO : EPOCH 20 - PROGRESS: at 5.53% examples, 217743 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:46,867 : INFO : EPOCH 20 - PROGRESS: at 5.66% examples, 217961 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:47,874 : INFO : EPOCH 20 - PROGRESS: at 5.76% examples, 217859 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:48,890 : INFO : EPOCH 20 - PROGRESS: at 5.88% examples, 217975 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:49,901 : INFO : EPOCH 20 - PROGRESS: at 6.00% examples, 217860 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:50,922 : INFO : EPOCH 20 - PROGRESS: at 6.12% examples, 217870 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:51,993 : INFO : EPOCH 20 - PROGRESS: at 6.25% examples, 217819 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:53,006 : INFO : EPOCH 20 - PROGRESS: at 6.37% examples, 217903 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:54,043 : INFO : EPOCH 20 - PROGRESS: at 6.49% examples, 217739 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:55,078 : INFO : EPOCH 20 - PROGRESS: at 6.60% examples, 217954 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:56,096 : INFO : EPOCH 20 - PROGRESS: at 6.70% examples, 217922 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:57,103 : INFO : EPOCH 20 - PROGRESS: at 6.83% examples, 217951 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:58,204 : INFO : EPOCH 20 - PROGRESS: at 6.94% examples, 217774 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:33:59,206 : INFO : EPOCH 20 - PROGRESS: at 7.06% examples, 217874 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:00,240 : INFO : EPOCH 20 - PROGRESS: at 7.17% examples, 217787 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:01,289 : INFO : EPOCH 20 - PROGRESS: at 7.31% examples, 217915 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:02,366 : INFO : EPOCH 20 - PROGRESS: at 7.40% examples, 217756 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:03,461 : INFO : EPOCH 20 - PROGRESS: at 7.54% examples, 217720 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:04,532 : INFO : EPOCH 20 - PROGRESS: at 7.66% examples, 217773 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:05,534 : INFO : EPOCH 20 - PROGRESS: at 7.78% examples, 217906 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:06,592 : INFO : EPOCH 20 - PROGRESS: at 7.90% examples, 217801 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:07,600 : INFO : EPOCH 20 - PROGRESS: at 8.01% examples, 217819 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:08,622 : INFO : EPOCH 20 - PROGRESS: at 8.13% examples, 217710 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:09,736 : INFO : EPOCH 20 - PROGRESS: at 8.24% examples, 217546 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:10,795 : INFO : EPOCH 20 - PROGRESS: at 8.36% examples, 217533 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:11,798 : INFO : EPOCH 20 - PROGRESS: at 8.47% examples, 217530 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:12,849 : INFO : EPOCH 20 - PROGRESS: at 8.58% examples, 217125 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:13,868 : INFO : EPOCH 20 - PROGRESS: at 8.71% examples, 216771 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:14,927 : INFO : EPOCH 20 - PROGRESS: at 8.83% examples, 216420 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:15,945 : INFO : EPOCH 20 - PROGRESS: at 8.95% examples, 216537 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:16,967 : INFO : EPOCH 20 - PROGRESS: at 9.05% examples, 216545 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:17,970 : INFO : EPOCH 20 - PROGRESS: at 9.17% examples, 216587 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:18,997 : INFO : EPOCH 20 - PROGRESS: at 9.28% examples, 216513 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:20,045 : INFO : EPOCH 20 - PROGRESS: at 9.41% examples, 216582 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:21,095 : INFO : EPOCH 20 - PROGRESS: at 9.53% examples, 216590 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:22,099 : INFO : EPOCH 20 - PROGRESS: at 9.65% examples, 216701 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:23,110 : INFO : EPOCH 20 - PROGRESS: at 9.76% examples, 216668 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:24,128 : INFO : EPOCH 20 - PROGRESS: at 9.88% examples, 216743 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:25,141 : INFO : EPOCH 20 - PROGRESS: at 10.00% examples, 216717 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:26,200 : INFO : EPOCH 20 - PROGRESS: at 10.11% examples, 216586 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:27,218 : INFO : EPOCH 20 - PROGRESS: at 10.22% examples, 216656 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:28,235 : INFO : EPOCH 20 - PROGRESS: at 10.31% examples, 216739 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:29,245 : INFO : EPOCH 20 - PROGRESS: at 10.44% examples, 216787 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:30,248 : INFO : EPOCH 20 - PROGRESS: at 10.57% examples, 216697 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:31,282 : INFO : EPOCH 20 - PROGRESS: at 10.71% examples, 216715 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:32,341 : INFO : EPOCH 20 - PROGRESS: at 10.83% examples, 216716 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:33,348 : INFO : EPOCH 20 - PROGRESS: at 10.94% examples, 216821 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:34,358 : INFO : EPOCH 20 - PROGRESS: at 11.07% examples, 216736 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:35,398 : INFO : EPOCH 20 - PROGRESS: at 11.18% examples, 216727 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:36,447 : INFO : EPOCH 20 - PROGRESS: at 11.30% examples, 216785 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:37,493 : INFO : EPOCH 20 - PROGRESS: at 11.42% examples, 216813 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:38,544 : INFO : EPOCH 20 - PROGRESS: at 11.53% examples, 216821 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:39,564 : INFO : EPOCH 20 - PROGRESS: at 11.66% examples, 216844 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:40,564 : INFO : EPOCH 20 - PROGRESS: at 11.78% examples, 216927 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:41,580 : INFO : EPOCH 20 - PROGRESS: at 11.89% examples, 216881 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:42,597 : INFO : EPOCH 20 - PROGRESS: at 12.00% examples, 216901 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:43,599 : INFO : EPOCH 20 - PROGRESS: at 12.12% examples, 216975 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:44,676 : INFO : EPOCH 20 - PROGRESS: at 12.24% examples, 216862 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:45,707 : INFO : EPOCH 20 - PROGRESS: at 12.37% examples, 216916 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:46,745 : INFO : EPOCH 20 - PROGRESS: at 12.49% examples, 216931 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:47,746 : INFO : EPOCH 20 - PROGRESS: at 12.59% examples, 216961 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:48,767 : INFO : EPOCH 20 - PROGRESS: at 12.71% examples, 216973 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:49,843 : INFO : EPOCH 20 - PROGRESS: at 12.83% examples, 216910 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:50,865 : INFO : EPOCH 20 - PROGRESS: at 12.94% examples, 216960 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:51,939 : INFO : EPOCH 20 - PROGRESS: at 13.05% examples, 216962 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:52,977 : INFO : EPOCH 20 - PROGRESS: at 13.17% examples, 216941 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:54,043 : INFO : EPOCH 20 - PROGRESS: at 13.31% examples, 216992 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:55,108 : INFO : EPOCH 20 - PROGRESS: at 13.42% examples, 217008 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:56,186 : INFO : EPOCH 20 - PROGRESS: at 13.55% examples, 217021 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:57,248 : INFO : EPOCH 20 - PROGRESS: at 13.67% examples, 217024 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:58,253 : INFO : EPOCH 20 - PROGRESS: at 13.79% examples, 217085 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:34:59,362 : INFO : EPOCH 20 - PROGRESS: at 13.90% examples, 217016 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:00,430 : INFO : EPOCH 20 - PROGRESS: at 14.03% examples, 217041 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:01,434 : INFO : EPOCH 20 - PROGRESS: at 14.18% examples, 217132 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:02,452 : INFO : EPOCH 20 - PROGRESS: at 14.29% examples, 217084 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:03,458 : INFO : EPOCH 20 - PROGRESS: at 14.43% examples, 217122 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:04,459 : INFO : EPOCH 20 - PROGRESS: at 14.54% examples, 217166 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:05,479 : INFO : EPOCH 20 - PROGRESS: at 14.66% examples, 217108 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:06,479 : INFO : EPOCH 20 - PROGRESS: at 14.77% examples, 217112 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:07,500 : INFO : EPOCH 20 - PROGRESS: at 14.87% examples, 217156 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:08,506 : INFO : EPOCH 20 - PROGRESS: at 15.00% examples, 217181 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:09,524 : INFO : EPOCH 20 - PROGRESS: at 15.12% examples, 217193 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:10,564 : INFO : EPOCH 20 - PROGRESS: at 15.23% examples, 217156 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:11,613 : INFO : EPOCH 20 - PROGRESS: at 15.35% examples, 217178 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:12,675 : INFO : EPOCH 20 - PROGRESS: at 15.49% examples, 217145 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:13,707 : INFO : EPOCH 20 - PROGRESS: at 15.61% examples, 217189 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:14,710 : INFO : EPOCH 20 - PROGRESS: at 15.73% examples, 217186 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:15,730 : INFO : EPOCH 20 - PROGRESS: at 15.87% examples, 217167 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:16,740 : INFO : EPOCH 20 - PROGRESS: at 15.99% examples, 217183 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:17,766 : INFO : EPOCH 20 - PROGRESS: at 16.11% examples, 217202 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:18,798 : INFO : EPOCH 20 - PROGRESS: at 16.23% examples, 217193 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:19,842 : INFO : EPOCH 20 - PROGRESS: at 16.37% examples, 217221 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:20,855 : INFO : EPOCH 20 - PROGRESS: at 16.50% examples, 217258 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:21,888 : INFO : EPOCH 20 - PROGRESS: at 16.62% examples, 217248 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:22,918 : INFO : EPOCH 20 - PROGRESS: at 16.75% examples, 217262 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:24,017 : INFO : EPOCH 20 - PROGRESS: at 16.86% examples, 217205 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:25,041 : INFO : EPOCH 20 - PROGRESS: at 16.97% examples, 217241 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:26,055 : INFO : EPOCH 20 - PROGRESS: at 17.08% examples, 217271 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:27,094 : INFO : EPOCH 20 - PROGRESS: at 17.20% examples, 217290 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:28,102 : INFO : EPOCH 20 - PROGRESS: at 17.32% examples, 217316 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:29,130 : INFO : EPOCH 20 - PROGRESS: at 17.44% examples, 217321 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:30,140 : INFO : EPOCH 20 - PROGRESS: at 17.56% examples, 217311 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:31,145 : INFO : EPOCH 20 - PROGRESS: at 17.65% examples, 217272 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:32,148 : INFO : EPOCH 20 - PROGRESS: at 17.79% examples, 217314 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:33,189 : INFO : EPOCH 20 - PROGRESS: at 17.90% examples, 217324 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:34,200 : INFO : EPOCH 20 - PROGRESS: at 18.02% examples, 217337 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:35,230 : INFO : EPOCH 20 - PROGRESS: at 18.14% examples, 217356 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:36,252 : INFO : EPOCH 20 - PROGRESS: at 18.24% examples, 217357 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:37,316 : INFO : EPOCH 20 - PROGRESS: at 18.36% examples, 217333 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:38,371 : INFO : EPOCH 20 - PROGRESS: at 18.47% examples, 217331 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:39,384 : INFO : EPOCH 20 - PROGRESS: at 18.59% examples, 217363 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:40,414 : INFO : EPOCH 20 - PROGRESS: at 18.72% examples, 217373 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:41,460 : INFO : EPOCH 20 - PROGRESS: at 18.83% examples, 217318 words/s, in_qsize 6, out_qsize 1
2020-07-16 23:35:42,468 : INFO : EPOCH 20 - PROGRESS: at 18.94% examples, 217385 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:43,529 : INFO : EPOCH 20 - PROGRESS: at 19.08% examples, 217374 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:44,538 : INFO : EPOCH 20 - PROGRESS: at 19.20% examples, 217405 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:45,548 : INFO : EPOCH 20 - PROGRESS: at 19.32% examples, 217377 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:46,550 : INFO : EPOCH 20 - PROGRESS: at 19.43% examples, 217371 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:47,551 : INFO : EPOCH 20 - PROGRESS: at 19.56% examples, 217383 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:48,585 : INFO : EPOCH 20 - PROGRESS: at 19.67% examples, 217404 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:49,616 : INFO : EPOCH 20 - PROGRESS: at 19.79% examples, 217365 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:50,729 : INFO : EPOCH 20 - PROGRESS: at 19.93% examples, 217362 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:51,782 : INFO : EPOCH 20 - PROGRESS: at 20.08% examples, 217373 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:52,822 : INFO : EPOCH 20 - PROGRESS: at 20.21% examples, 217380 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:53,835 : INFO : EPOCH 20 - PROGRESS: at 20.32% examples, 217416 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:54,898 : INFO : EPOCH 20 - PROGRESS: at 20.44% examples, 217371 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:55,916 : INFO : EPOCH 20 - PROGRESS: at 20.57% examples, 217385 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:56,965 : INFO : EPOCH 20 - PROGRESS: at 20.70% examples, 217365 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:57,993 : INFO : EPOCH 20 - PROGRESS: at 20.82% examples, 217416 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:35:59,015 : INFO : EPOCH 20 - PROGRESS: at 20.95% examples, 217408 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:00,036 : INFO : EPOCH 20 - PROGRESS: at 21.06% examples, 217389 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:01,045 : INFO : EPOCH 20 - PROGRESS: at 21.18% examples, 217405 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:02,058 : INFO : EPOCH 20 - PROGRESS: at 21.30% examples, 217420 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:03,060 : INFO : EPOCH 20 - PROGRESS: at 21.40% examples, 217437 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:04,116 : INFO : EPOCH 20 - PROGRESS: at 21.54% examples, 217435 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:05,119 : INFO : EPOCH 20 - PROGRESS: at 21.67% examples, 217471 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:06,136 : INFO : EPOCH 20 - PROGRESS: at 21.79% examples, 217450 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:07,179 : INFO : EPOCH 20 - PROGRESS: at 21.92% examples, 217450 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:08,287 : INFO : EPOCH 20 - PROGRESS: at 22.04% examples, 217418 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:09,301 : INFO : EPOCH 20 - PROGRESS: at 22.16% examples, 217464 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:10,341 : INFO : EPOCH 20 - PROGRESS: at 22.27% examples, 217434 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:11,353 : INFO : EPOCH 20 - PROGRESS: at 22.38% examples, 217487 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:12,379 : INFO : EPOCH 20 - PROGRESS: at 22.51% examples, 217454 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:13,435 : INFO : EPOCH 20 - PROGRESS: at 22.61% examples, 217448 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:14,453 : INFO : EPOCH 20 - PROGRESS: at 22.73% examples, 217497 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:15,471 : INFO : EPOCH 20 - PROGRESS: at 22.85% examples, 217468 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:16,499 : INFO : EPOCH 20 - PROGRESS: at 22.97% examples, 217472 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:17,504 : INFO : EPOCH 20 - PROGRESS: at 23.09% examples, 217509 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:18,513 : INFO : EPOCH 20 - PROGRESS: at 23.21% examples, 217501 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:19,543 : INFO : EPOCH 20 - PROGRESS: at 23.32% examples, 217500 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:20,589 : INFO : EPOCH 20 - PROGRESS: at 23.45% examples, 217493 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:21,598 : INFO : EPOCH 20 - PROGRESS: at 23.57% examples, 217517 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:22,619 : INFO : EPOCH 20 - PROGRESS: at 23.70% examples, 217505 words/s, in_qsize 8, out_qsize 1
2020-07-16 23:36:23,619 : INFO : EPOCH 20 - PROGRESS: at 23.80% examples, 217549 words/s, in_qsize 6, out_qsize 0
2020-07-16 23:36:24,642 : INFO : EPOCH 20 - PROGRESS: at 23.91% examples, 217517 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:25,643 : INFO : EPOCH 20 - PROGRESS: at 24.03% examples, 217502 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:26,644 : INFO : EPOCH 20 - PROGRESS: at 24.16% examples, 217515 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:27,666 : INFO : EPOCH 20 - PROGRESS: at 24.27% examples, 217517 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:28,693 : INFO : EPOCH 20 - PROGRESS: at 24.41% examples, 217526 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:29,716 : INFO : EPOCH 20 - PROGRESS: at 24.54% examples, 217518 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:30,741 : INFO : EPOCH 20 - PROGRESS: at 24.66% examples, 217532 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:31,756 : INFO : EPOCH 20 - PROGRESS: at 24.77% examples, 217547 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:32,787 : INFO : EPOCH 20 - PROGRESS: at 24.91% examples, 217536 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:33,808 : INFO : EPOCH 20 - PROGRESS: at 25.03% examples, 217566 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:34,842 : INFO : EPOCH 20 - PROGRESS: at 25.16% examples, 217520 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:35,849 : INFO : EPOCH 20 - PROGRESS: at 25.29% examples, 217565 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:36,856 : INFO : EPOCH 20 - PROGRESS: at 25.41% examples, 217552 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:37,858 : INFO : EPOCH 20 - PROGRESS: at 25.51% examples, 217533 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:38,903 : INFO : EPOCH 20 - PROGRESS: at 25.63% examples, 217558 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:39,931 : INFO : EPOCH 20 - PROGRESS: at 25.75% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:40,953 : INFO : EPOCH 20 - PROGRESS: at 25.89% examples, 217562 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:42,004 : INFO : EPOCH 20 - PROGRESS: at 26.00% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:43,015 : INFO : EPOCH 20 - PROGRESS: at 26.13% examples, 217561 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:44,039 : INFO : EPOCH 20 - PROGRESS: at 26.25% examples, 217552 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:45,083 : INFO : EPOCH 20 - PROGRESS: at 26.38% examples, 217552 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:46,099 : INFO : EPOCH 20 - PROGRESS: at 26.51% examples, 217576 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:47,136 : INFO : EPOCH 20 - PROGRESS: at 26.64% examples, 217567 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:48,177 : INFO : EPOCH 20 - PROGRESS: at 26.76% examples, 217565 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:49,216 : INFO : EPOCH 20 - PROGRESS: at 26.87% examples, 217583 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:50,247 : INFO : EPOCH 20 - PROGRESS: at 27.00% examples, 217590 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:51,264 : INFO : EPOCH 20 - PROGRESS: at 27.13% examples, 217591 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:52,275 : INFO : EPOCH 20 - PROGRESS: at 27.26% examples, 217610 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:53,298 : INFO : EPOCH 20 - PROGRESS: at 27.37% examples, 217610 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:54,312 : INFO : EPOCH 20 - PROGRESS: at 27.48% examples, 217607 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:55,312 : INFO : EPOCH 20 - PROGRESS: at 27.61% examples, 217602 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:56,337 : INFO : EPOCH 20 - PROGRESS: at 27.73% examples, 217605 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:57,388 : INFO : EPOCH 20 - PROGRESS: at 27.85% examples, 217616 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:58,458 : INFO : EPOCH 20 - PROGRESS: at 27.96% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:36:59,469 : INFO : EPOCH 20 - PROGRESS: at 28.07% examples, 217612 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:00,509 : INFO : EPOCH 20 - PROGRESS: at 28.19% examples, 217613 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:01,515 : INFO : EPOCH 20 - PROGRESS: at 28.32% examples, 217627 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:02,547 : INFO : EPOCH 20 - PROGRESS: at 28.43% examples, 217604 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:03,561 : INFO : EPOCH 20 - PROGRESS: at 28.56% examples, 217619 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:04,564 : INFO : EPOCH 20 - PROGRESS: at 28.66% examples, 217635 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:05,606 : INFO : EPOCH 20 - PROGRESS: at 28.78% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:06,628 : INFO : EPOCH 20 - PROGRESS: at 28.91% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:07,653 : INFO : EPOCH 20 - PROGRESS: at 29.02% examples, 217626 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:08,673 : INFO : EPOCH 20 - PROGRESS: at 29.13% examples, 217659 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:09,688 : INFO : EPOCH 20 - PROGRESS: at 29.24% examples, 217647 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:10,707 : INFO : EPOCH 20 - PROGRESS: at 29.36% examples, 217655 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:11,748 : INFO : EPOCH 20 - PROGRESS: at 29.46% examples, 217634 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:12,748 : INFO : EPOCH 20 - PROGRESS: at 29.59% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:13,804 : INFO : EPOCH 20 - PROGRESS: at 29.72% examples, 217613 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:14,830 : INFO : EPOCH 20 - PROGRESS: at 29.84% examples, 217635 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:15,837 : INFO : EPOCH 20 - PROGRESS: at 29.93% examples, 217679 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:16,844 : INFO : EPOCH 20 - PROGRESS: at 30.05% examples, 217672 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:17,946 : INFO : EPOCH 20 - PROGRESS: at 30.18% examples, 217642 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:18,996 : INFO : EPOCH 20 - PROGRESS: at 30.29% examples, 217653 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:20,025 : INFO : EPOCH 20 - PROGRESS: at 30.41% examples, 217661 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:21,062 : INFO : EPOCH 20 - PROGRESS: at 30.52% examples, 217658 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:22,087 : INFO : EPOCH 20 - PROGRESS: at 30.65% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:23,131 : INFO : EPOCH 20 - PROGRESS: at 30.77% examples, 217661 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:24,147 : INFO : EPOCH 20 - PROGRESS: at 30.89% examples, 217654 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:25,150 : INFO : EPOCH 20 - PROGRESS: at 31.02% examples, 217689 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:26,157 : INFO : EPOCH 20 - PROGRESS: at 31.13% examples, 217675 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:27,177 : INFO : EPOCH 20 - PROGRESS: at 31.27% examples, 217692 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:28,252 : INFO : EPOCH 20 - PROGRESS: at 31.41% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:29,291 : INFO : EPOCH 20 - PROGRESS: at 31.54% examples, 217709 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:30,323 : INFO : EPOCH 20 - PROGRESS: at 31.67% examples, 217700 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:31,331 : INFO : EPOCH 20 - PROGRESS: at 31.79% examples, 217712 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:32,349 : INFO : EPOCH 20 - PROGRESS: at 31.88% examples, 217693 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:33,370 : INFO : EPOCH 20 - PROGRESS: at 32.00% examples, 217687 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:34,408 : INFO : EPOCH 20 - PROGRESS: at 32.12% examples, 217701 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:35,432 : INFO : EPOCH 20 - PROGRESS: at 32.24% examples, 217691 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:36,455 : INFO : EPOCH 20 - PROGRESS: at 32.35% examples, 217709 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:37,475 : INFO : EPOCH 20 - PROGRESS: at 32.47% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:38,479 : INFO : EPOCH 20 - PROGRESS: at 32.58% examples, 217691 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:39,500 : INFO : EPOCH 20 - PROGRESS: at 32.69% examples, 217701 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:40,512 : INFO : EPOCH 20 - PROGRESS: at 32.80% examples, 217690 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:41,549 : INFO : EPOCH 20 - PROGRESS: at 32.91% examples, 217671 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:42,565 : INFO : EPOCH 20 - PROGRESS: at 33.03% examples, 217695 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:43,596 : INFO : EPOCH 20 - PROGRESS: at 33.16% examples, 217690 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:44,599 : INFO : EPOCH 20 - PROGRESS: at 33.27% examples, 217712 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:45,625 : INFO : EPOCH 20 - PROGRESS: at 33.39% examples, 217705 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:46,661 : INFO : EPOCH 20 - PROGRESS: at 33.50% examples, 217688 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:47,723 : INFO : EPOCH 20 - PROGRESS: at 33.62% examples, 217691 words/s, in_qsize 6, out_qsize 1
2020-07-16 23:37:48,730 : INFO : EPOCH 20 - PROGRESS: at 33.74% examples, 217720 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:49,756 : INFO : EPOCH 20 - PROGRESS: at 33.87% examples, 217717 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:50,791 : INFO : EPOCH 20 - PROGRESS: at 33.99% examples, 217708 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:51,824 : INFO : EPOCH 20 - PROGRESS: at 34.11% examples, 217687 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:52,863 : INFO : EPOCH 20 - PROGRESS: at 34.24% examples, 217698 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:53,882 : INFO : EPOCH 20 - PROGRESS: at 34.37% examples, 217699 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:54,903 : INFO : EPOCH 20 - PROGRESS: at 34.49% examples, 217709 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:55,968 : INFO : EPOCH 20 - PROGRESS: at 34.60% examples, 217701 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:56,978 : INFO : EPOCH 20 - PROGRESS: at 34.73% examples, 217730 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:57,992 : INFO : EPOCH 20 - PROGRESS: at 34.82% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:37:59,033 : INFO : EPOCH 20 - PROGRESS: at 34.97% examples, 217705 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:00,061 : INFO : EPOCH 20 - PROGRESS: at 35.07% examples, 217722 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:01,061 : INFO : EPOCH 20 - PROGRESS: at 35.20% examples, 217733 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:02,062 : INFO : EPOCH 20 - PROGRESS: at 35.31% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:03,063 : INFO : EPOCH 20 - PROGRESS: at 35.43% examples, 217717 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:04,091 : INFO : EPOCH 20 - PROGRESS: at 35.55% examples, 217724 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:05,096 : INFO : EPOCH 20 - PROGRESS: at 35.65% examples, 217726 words/s, in_qsize 7, out_qsize 1
2020-07-16 23:38:06,103 : INFO : EPOCH 20 - PROGRESS: at 35.77% examples, 217735 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:07,112 : INFO : EPOCH 20 - PROGRESS: at 35.89% examples, 217734 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:08,114 : INFO : EPOCH 20 - PROGRESS: at 36.02% examples, 217722 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:09,141 : INFO : EPOCH 20 - PROGRESS: at 36.15% examples, 217739 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:10,142 : INFO : EPOCH 20 - PROGRESS: at 36.26% examples, 217743 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:11,188 : INFO : EPOCH 20 - PROGRESS: at 36.38% examples, 217735 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:12,197 : INFO : EPOCH 20 - PROGRESS: at 36.51% examples, 217743 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:13,209 : INFO : EPOCH 20 - PROGRESS: at 36.64% examples, 217756 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:14,229 : INFO : EPOCH 20 - PROGRESS: at 36.77% examples, 217745 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:15,331 : INFO : EPOCH 20 - PROGRESS: at 36.91% examples, 217722 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:16,383 : INFO : EPOCH 20 - PROGRESS: at 37.05% examples, 217735 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:17,386 : INFO : EPOCH 20 - PROGRESS: at 37.16% examples, 217744 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:18,396 : INFO : EPOCH 20 - PROGRESS: at 37.27% examples, 217749 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:19,418 : INFO : EPOCH 20 - PROGRESS: at 37.39% examples, 217728 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:20,449 : INFO : EPOCH 20 - PROGRESS: at 37.52% examples, 217742 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:21,458 : INFO : EPOCH 20 - PROGRESS: at 37.64% examples, 217736 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:22,482 : INFO : EPOCH 20 - PROGRESS: at 37.77% examples, 217750 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:23,488 : INFO : EPOCH 20 - PROGRESS: at 37.88% examples, 217743 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:24,496 : INFO : EPOCH 20 - PROGRESS: at 37.98% examples, 217752 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:25,503 : INFO : EPOCH 20 - PROGRESS: at 38.11% examples, 217759 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:26,539 : INFO : EPOCH 20 - PROGRESS: at 38.21% examples, 217750 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:27,546 : INFO : EPOCH 20 - PROGRESS: at 38.34% examples, 217749 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:28,555 : INFO : EPOCH 20 - PROGRESS: at 38.46% examples, 217766 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:29,561 : INFO : EPOCH 20 - PROGRESS: at 38.56% examples, 217745 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:30,617 : INFO : EPOCH 20 - PROGRESS: at 38.69% examples, 217738 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:31,622 : INFO : EPOCH 20 - PROGRESS: at 38.80% examples, 217739 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:32,656 : INFO : EPOCH 20 - PROGRESS: at 38.92% examples, 217748 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:33,711 : INFO : EPOCH 20 - PROGRESS: at 39.05% examples, 217750 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:34,716 : INFO : EPOCH 20 - PROGRESS: at 39.17% examples, 217779 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:35,728 : INFO : EPOCH 20 - PROGRESS: at 39.28% examples, 217770 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:36,731 : INFO : EPOCH 20 - PROGRESS: at 39.40% examples, 217764 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:37,738 : INFO : EPOCH 20 - PROGRESS: at 39.51% examples, 217751 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:38,774 : INFO : EPOCH 20 - PROGRESS: at 39.63% examples, 217745 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:39,817 : INFO : EPOCH 20 - PROGRESS: at 39.74% examples, 217720 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:40,856 : INFO : EPOCH 20 - PROGRESS: at 39.86% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:41,917 : INFO : EPOCH 20 - PROGRESS: at 39.98% examples, 217683 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:42,954 : INFO : EPOCH 20 - PROGRESS: at 40.08% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:44,020 : INFO : EPOCH 20 - PROGRESS: at 40.19% examples, 217483 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:45,021 : INFO : EPOCH 20 - PROGRESS: at 40.29% examples, 217460 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:46,041 : INFO : EPOCH 20 - PROGRESS: at 40.42% examples, 217458 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:47,091 : INFO : EPOCH 20 - PROGRESS: at 40.54% examples, 217462 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:48,111 : INFO : EPOCH 20 - PROGRESS: at 40.66% examples, 217466 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:49,129 : INFO : EPOCH 20 - PROGRESS: at 40.78% examples, 217481 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:50,146 : INFO : EPOCH 20 - PROGRESS: at 40.89% examples, 217478 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:51,189 : INFO : EPOCH 20 - PROGRESS: at 41.02% examples, 217468 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:52,247 : INFO : EPOCH 20 - PROGRESS: at 41.14% examples, 217468 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:53,319 : INFO : EPOCH 20 - PROGRESS: at 41.27% examples, 217463 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:54,337 : INFO : EPOCH 20 - PROGRESS: at 41.38% examples, 217470 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:55,356 : INFO : EPOCH 20 - PROGRESS: at 41.49% examples, 217473 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:56,410 : INFO : EPOCH 20 - PROGRESS: at 41.61% examples, 217460 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:57,428 : INFO : EPOCH 20 - PROGRESS: at 41.74% examples, 217484 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:58,487 : INFO : EPOCH 20 - PROGRESS: at 41.86% examples, 217468 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:38:59,491 : INFO : EPOCH 20 - PROGRESS: at 41.99% examples, 217507 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:00,529 : INFO : EPOCH 20 - PROGRESS: at 42.12% examples, 217476 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:01,563 : INFO : EPOCH 20 - PROGRESS: at 42.24% examples, 217474 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:02,623 : INFO : EPOCH 20 - PROGRESS: at 42.36% examples, 217469 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:03,640 : INFO : EPOCH 20 - PROGRESS: at 42.47% examples, 217480 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:04,672 : INFO : EPOCH 20 - PROGRESS: at 42.60% examples, 217483 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:05,685 : INFO : EPOCH 20 - PROGRESS: at 42.72% examples, 217478 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:06,686 : INFO : EPOCH 20 - PROGRESS: at 42.83% examples, 217485 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:07,695 : INFO : EPOCH 20 - PROGRESS: at 42.96% examples, 217507 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:08,781 : INFO : EPOCH 20 - PROGRESS: at 43.07% examples, 217490 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:09,850 : INFO : EPOCH 20 - PROGRESS: at 43.18% examples, 217488 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:10,863 : INFO : EPOCH 20 - PROGRESS: at 43.30% examples, 217510 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:11,872 : INFO : EPOCH 20 - PROGRESS: at 43.41% examples, 217498 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:12,873 : INFO : EPOCH 20 - PROGRESS: at 43.54% examples, 217509 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:13,878 : INFO : EPOCH 20 - PROGRESS: at 43.66% examples, 217509 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:14,897 : INFO : EPOCH 20 - PROGRESS: at 43.77% examples, 217514 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:15,967 : INFO : EPOCH 20 - PROGRESS: at 43.88% examples, 217496 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:16,977 : INFO : EPOCH 20 - PROGRESS: at 44.01% examples, 217523 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:18,011 : INFO : EPOCH 20 - PROGRESS: at 44.12% examples, 217516 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:19,025 : INFO : EPOCH 20 - PROGRESS: at 44.22% examples, 217513 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:20,032 : INFO : EPOCH 20 - PROGRESS: at 44.34% examples, 217504 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:21,059 : INFO : EPOCH 20 - PROGRESS: at 44.46% examples, 217531 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:22,122 : INFO : EPOCH 20 - PROGRESS: at 44.57% examples, 217512 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:23,145 : INFO : EPOCH 20 - PROGRESS: at 44.70% examples, 217512 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:24,155 : INFO : EPOCH 20 - PROGRESS: at 44.81% examples, 217535 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:25,186 : INFO : EPOCH 20 - PROGRESS: at 44.92% examples, 217516 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:26,236 : INFO : EPOCH 20 - PROGRESS: at 45.05% examples, 217524 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:27,236 : INFO : EPOCH 20 - PROGRESS: at 45.17% examples, 217537 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:28,263 : INFO : EPOCH 20 - PROGRESS: at 45.30% examples, 217532 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:29,291 : INFO : EPOCH 20 - PROGRESS: at 45.41% examples, 217524 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:30,311 : INFO : EPOCH 20 - PROGRESS: at 45.52% examples, 217536 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:31,348 : INFO : EPOCH 20 - PROGRESS: at 45.64% examples, 217525 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:32,404 : INFO : EPOCH 20 - PROGRESS: at 45.76% examples, 217529 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:33,454 : INFO : EPOCH 20 - PROGRESS: at 45.89% examples, 217531 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:34,503 : INFO : EPOCH 20 - PROGRESS: at 46.02% examples, 217540 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:35,540 : INFO : EPOCH 20 - PROGRESS: at 46.16% examples, 217551 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:36,560 : INFO : EPOCH 20 - PROGRESS: at 46.27% examples, 217535 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:37,633 : INFO : EPOCH 20 - PROGRESS: at 46.41% examples, 217549 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:38,660 : INFO : EPOCH 20 - PROGRESS: at 46.53% examples, 217564 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:39,696 : INFO : EPOCH 20 - PROGRESS: at 46.65% examples, 217540 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:40,703 : INFO : EPOCH 20 - PROGRESS: at 46.76% examples, 217572 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:41,736 : INFO : EPOCH 20 - PROGRESS: at 46.87% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:42,770 : INFO : EPOCH 20 - PROGRESS: at 47.00% examples, 217536 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:43,792 : INFO : EPOCH 20 - PROGRESS: at 47.11% examples, 217560 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:44,797 : INFO : EPOCH 20 - PROGRESS: at 47.23% examples, 217549 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:45,839 : INFO : EPOCH 20 - PROGRESS: at 47.37% examples, 217563 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:46,872 : INFO : EPOCH 20 - PROGRESS: at 47.49% examples, 217568 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:47,875 : INFO : EPOCH 20 - PROGRESS: at 47.61% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:48,922 : INFO : EPOCH 20 - PROGRESS: at 47.75% examples, 217557 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:49,938 : INFO : EPOCH 20 - PROGRESS: at 47.86% examples, 217585 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:50,952 : INFO : EPOCH 20 - PROGRESS: at 47.98% examples, 217577 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:51,986 : INFO : EPOCH 20 - PROGRESS: at 48.09% examples, 217563 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:53,046 : INFO : EPOCH 20 - PROGRESS: at 48.23% examples, 217570 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:54,063 : INFO : EPOCH 20 - PROGRESS: at 48.34% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:55,087 : INFO : EPOCH 20 - PROGRESS: at 48.46% examples, 217586 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:56,117 : INFO : EPOCH 20 - PROGRESS: at 48.56% examples, 217591 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:57,146 : INFO : EPOCH 20 - PROGRESS: at 48.68% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:58,181 : INFO : EPOCH 20 - PROGRESS: at 48.79% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:39:59,185 : INFO : EPOCH 20 - PROGRESS: at 48.90% examples, 217576 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:00,225 : INFO : EPOCH 20 - PROGRESS: at 49.01% examples, 217583 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:01,239 : INFO : EPOCH 20 - PROGRESS: at 49.13% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:02,240 : INFO : EPOCH 20 - PROGRESS: at 49.25% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:03,244 : INFO : EPOCH 20 - PROGRESS: at 49.37% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:04,305 : INFO : EPOCH 20 - PROGRESS: at 49.48% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:05,313 : INFO : EPOCH 20 - PROGRESS: at 49.60% examples, 217582 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:06,378 : INFO : EPOCH 20 - PROGRESS: at 49.73% examples, 217580 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:07,425 : INFO : EPOCH 20 - PROGRESS: at 49.86% examples, 217585 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:08,485 : INFO : EPOCH 20 - PROGRESS: at 50.00% examples, 217571 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:09,510 : INFO : EPOCH 20 - PROGRESS: at 50.13% examples, 217578 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:10,513 : INFO : EPOCH 20 - PROGRESS: at 50.27% examples, 217601 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:11,525 : INFO : EPOCH 20 - PROGRESS: at 50.37% examples, 217584 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:12,526 : INFO : EPOCH 20 - PROGRESS: at 50.49% examples, 217606 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:13,535 : INFO : EPOCH 20 - PROGRESS: at 50.61% examples, 217589 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:14,573 : INFO : EPOCH 20 - PROGRESS: at 50.71% examples, 217594 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:15,594 : INFO : EPOCH 20 - PROGRESS: at 50.83% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:16,627 : INFO : EPOCH 20 - PROGRESS: at 50.95% examples, 217591 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:17,641 : INFO : EPOCH 20 - PROGRESS: at 51.07% examples, 217608 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:18,653 : INFO : EPOCH 20 - PROGRESS: at 51.17% examples, 217603 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:19,686 : INFO : EPOCH 20 - PROGRESS: at 51.29% examples, 217595 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:20,698 : INFO : EPOCH 20 - PROGRESS: at 51.40% examples, 217604 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:21,726 : INFO : EPOCH 20 - PROGRESS: at 51.52% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:22,738 : INFO : EPOCH 20 - PROGRESS: at 51.65% examples, 217618 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:23,788 : INFO : EPOCH 20 - PROGRESS: at 51.76% examples, 217599 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:24,836 : INFO : EPOCH 20 - PROGRESS: at 51.88% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:25,852 : INFO : EPOCH 20 - PROGRESS: at 52.00% examples, 217602 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:26,862 : INFO : EPOCH 20 - PROGRESS: at 52.11% examples, 217603 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:27,889 : INFO : EPOCH 20 - PROGRESS: at 52.24% examples, 217610 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:28,901 : INFO : EPOCH 20 - PROGRESS: at 52.37% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:29,901 : INFO : EPOCH 20 - PROGRESS: at 52.48% examples, 217607 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:30,910 : INFO : EPOCH 20 - PROGRESS: at 52.59% examples, 217624 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:31,950 : INFO : EPOCH 20 - PROGRESS: at 52.70% examples, 217598 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:32,952 : INFO : EPOCH 20 - PROGRESS: at 52.84% examples, 217622 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:34,009 : INFO : EPOCH 20 - PROGRESS: at 52.96% examples, 217602 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:35,025 : INFO : EPOCH 20 - PROGRESS: at 53.07% examples, 217599 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:36,041 : INFO : EPOCH 20 - PROGRESS: at 53.21% examples, 217632 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:37,063 : INFO : EPOCH 20 - PROGRESS: at 53.32% examples, 217610 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:38,063 : INFO : EPOCH 20 - PROGRESS: at 53.45% examples, 217628 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:39,111 : INFO : EPOCH 20 - PROGRESS: at 53.56% examples, 217616 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:40,143 : INFO : EPOCH 20 - PROGRESS: at 53.68% examples, 217616 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:41,154 : INFO : EPOCH 20 - PROGRESS: at 53.80% examples, 217619 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:42,184 : INFO : EPOCH 20 - PROGRESS: at 53.91% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:43,206 : INFO : EPOCH 20 - PROGRESS: at 54.03% examples, 217610 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:44,220 : INFO : EPOCH 20 - PROGRESS: at 54.15% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:45,244 : INFO : EPOCH 20 - PROGRESS: at 54.26% examples, 217625 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:46,253 : INFO : EPOCH 20 - PROGRESS: at 54.38% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:47,289 : INFO : EPOCH 20 - PROGRESS: at 54.50% examples, 217620 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:48,318 : INFO : EPOCH 20 - PROGRESS: at 54.62% examples, 217633 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:49,337 : INFO : EPOCH 20 - PROGRESS: at 54.74% examples, 217609 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:50,395 : INFO : EPOCH 20 - PROGRESS: at 54.85% examples, 217612 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:51,413 : INFO : EPOCH 20 - PROGRESS: at 54.97% examples, 217629 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:52,505 : INFO : EPOCH 20 - PROGRESS: at 55.08% examples, 217608 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:53,522 : INFO : EPOCH 20 - PROGRESS: at 55.20% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:54,527 : INFO : EPOCH 20 - PROGRESS: at 55.33% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:55,599 : INFO : EPOCH 20 - PROGRESS: at 55.45% examples, 217624 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:56,673 : INFO : EPOCH 20 - PROGRESS: at 55.57% examples, 217614 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:57,694 : INFO : EPOCH 20 - PROGRESS: at 55.69% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:58,704 : INFO : EPOCH 20 - PROGRESS: at 55.81% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:40:59,729 : INFO : EPOCH 20 - PROGRESS: at 55.93% examples, 217623 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:00,795 : INFO : EPOCH 20 - PROGRESS: at 56.05% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:01,801 : INFO : EPOCH 20 - PROGRESS: at 56.20% examples, 217628 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:02,807 : INFO : EPOCH 20 - PROGRESS: at 56.32% examples, 217635 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:03,815 : INFO : EPOCH 20 - PROGRESS: at 56.43% examples, 217641 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:04,858 : INFO : EPOCH 20 - PROGRESS: at 56.56% examples, 217630 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:05,916 : INFO : EPOCH 20 - PROGRESS: at 56.68% examples, 217621 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:06,934 : INFO : EPOCH 20 - PROGRESS: at 56.79% examples, 217622 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:07,934 : INFO : EPOCH 20 - PROGRESS: at 56.90% examples, 217631 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:08,959 : INFO : EPOCH 20 - PROGRESS: at 57.01% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:09,963 : INFO : EPOCH 20 - PROGRESS: at 57.12% examples, 217637 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:10,971 : INFO : EPOCH 20 - PROGRESS: at 57.24% examples, 217641 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:11,989 : INFO : EPOCH 20 - PROGRESS: at 57.37% examples, 217642 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:13,036 : INFO : EPOCH 20 - PROGRESS: at 57.48% examples, 217629 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:14,080 : INFO : EPOCH 20 - PROGRESS: at 57.60% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:15,093 : INFO : EPOCH 20 - PROGRESS: at 57.73% examples, 217651 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:16,133 : INFO : EPOCH 20 - PROGRESS: at 57.85% examples, 217635 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:17,176 : INFO : EPOCH 20 - PROGRESS: at 57.98% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:18,181 : INFO : EPOCH 20 - PROGRESS: at 58.09% examples, 217648 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:19,185 : INFO : EPOCH 20 - PROGRESS: at 58.20% examples, 217637 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:20,261 : INFO : EPOCH 20 - PROGRESS: at 58.32% examples, 217632 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:21,262 : INFO : EPOCH 20 - PROGRESS: at 58.43% examples, 217641 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:22,267 : INFO : EPOCH 20 - PROGRESS: at 58.56% examples, 217646 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:23,293 : INFO : EPOCH 20 - PROGRESS: at 58.68% examples, 217654 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:24,327 : INFO : EPOCH 20 - PROGRESS: at 58.81% examples, 217648 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:25,399 : INFO : EPOCH 20 - PROGRESS: at 58.93% examples, 217638 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:26,464 : INFO : EPOCH 20 - PROGRESS: at 59.06% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:27,485 : INFO : EPOCH 20 - PROGRESS: at 59.19% examples, 217656 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:28,515 : INFO : EPOCH 20 - PROGRESS: at 59.32% examples, 217640 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:29,525 : INFO : EPOCH 20 - PROGRESS: at 59.43% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:30,571 : INFO : EPOCH 20 - PROGRESS: at 59.55% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:31,579 : INFO : EPOCH 20 - PROGRESS: at 59.68% examples, 217669 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:32,643 : INFO : EPOCH 20 - PROGRESS: at 59.81% examples, 217651 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:33,704 : INFO : EPOCH 20 - PROGRESS: at 59.94% examples, 217654 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:34,748 : INFO : EPOCH 20 - PROGRESS: at 60.06% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:35,755 : INFO : EPOCH 20 - PROGRESS: at 60.15% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:36,766 : INFO : EPOCH 20 - PROGRESS: at 60.27% examples, 217666 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:37,783 : INFO : EPOCH 20 - PROGRESS: at 60.38% examples, 217643 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:38,790 : INFO : EPOCH 20 - PROGRESS: at 60.51% examples, 217670 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:39,803 : INFO : EPOCH 20 - PROGRESS: at 60.63% examples, 217670 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:40,875 : INFO : EPOCH 20 - PROGRESS: at 60.75% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:41,887 : INFO : EPOCH 20 - PROGRESS: at 60.87% examples, 217667 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:42,929 : INFO : EPOCH 20 - PROGRESS: at 61.00% examples, 217657 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:43,971 : INFO : EPOCH 20 - PROGRESS: at 61.12% examples, 217667 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:44,973 : INFO : EPOCH 20 - PROGRESS: at 61.24% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:46,003 : INFO : EPOCH 20 - PROGRESS: at 61.37% examples, 217669 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:47,028 : INFO : EPOCH 20 - PROGRESS: at 61.49% examples, 217656 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:48,094 : INFO : EPOCH 20 - PROGRESS: at 61.61% examples, 217666 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:49,099 : INFO : EPOCH 20 - PROGRESS: at 61.72% examples, 217667 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:50,105 : INFO : EPOCH 20 - PROGRESS: at 61.82% examples, 217668 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:51,161 : INFO : EPOCH 20 - PROGRESS: at 61.93% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:52,168 : INFO : EPOCH 20 - PROGRESS: at 62.04% examples, 217673 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:53,174 : INFO : EPOCH 20 - PROGRESS: at 62.17% examples, 217668 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:54,239 : INFO : EPOCH 20 - PROGRESS: at 62.30% examples, 217658 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:55,281 : INFO : EPOCH 20 - PROGRESS: at 62.42% examples, 217670 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:56,317 : INFO : EPOCH 20 - PROGRESS: at 62.55% examples, 217675 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:57,323 : INFO : EPOCH 20 - PROGRESS: at 62.65% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:58,329 : INFO : EPOCH 20 - PROGRESS: at 62.76% examples, 217683 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:41:59,395 : INFO : EPOCH 20 - PROGRESS: at 62.88% examples, 217669 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:00,440 : INFO : EPOCH 20 - PROGRESS: at 63.02% examples, 217662 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:01,454 : INFO : EPOCH 20 - PROGRESS: at 63.13% examples, 217687 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:02,496 : INFO : EPOCH 20 - PROGRESS: at 63.25% examples, 217674 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:03,556 : INFO : EPOCH 20 - PROGRESS: at 63.37% examples, 217661 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:04,565 : INFO : EPOCH 20 - PROGRESS: at 63.49% examples, 217664 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:05,579 : INFO : EPOCH 20 - PROGRESS: at 63.61% examples, 217676 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:06,587 : INFO : EPOCH 20 - PROGRESS: at 63.73% examples, 217680 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:07,661 : INFO : EPOCH 20 - PROGRESS: at 63.86% examples, 217663 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:08,680 : INFO : EPOCH 20 - PROGRESS: at 64.01% examples, 217696 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:09,712 : INFO : EPOCH 20 - PROGRESS: at 64.12% examples, 217692 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:10,781 : INFO : EPOCH 20 - PROGRESS: at 64.24% examples, 217679 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:11,828 : INFO : EPOCH 20 - PROGRESS: at 64.37% examples, 217680 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:12,864 : INFO : EPOCH 20 - PROGRESS: at 64.50% examples, 217689 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:13,958 : INFO : EPOCH 20 - PROGRESS: at 64.63% examples, 217675 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:14,982 : INFO : EPOCH 20 - PROGRESS: at 64.75% examples, 217688 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:16,008 : INFO : EPOCH 20 - PROGRESS: at 64.88% examples, 217684 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:17,022 : INFO : EPOCH 20 - PROGRESS: at 65.01% examples, 217701 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:18,062 : INFO : EPOCH 20 - PROGRESS: at 65.13% examples, 217685 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:19,109 : INFO : EPOCH 20 - PROGRESS: at 65.27% examples, 217682 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:20,114 : INFO : EPOCH 20 - PROGRESS: at 65.37% examples, 217695 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:21,155 : INFO : EPOCH 20 - PROGRESS: at 65.48% examples, 217688 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:22,202 : INFO : EPOCH 20 - PROGRESS: at 65.61% examples, 217696 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:23,234 : INFO : EPOCH 20 - PROGRESS: at 65.72% examples, 217699 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:24,247 : INFO : EPOCH 20 - PROGRESS: at 65.83% examples, 217699 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:25,279 : INFO : EPOCH 20 - PROGRESS: at 65.95% examples, 217692 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:26,304 : INFO : EPOCH 20 - PROGRESS: at 66.07% examples, 217701 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:27,366 : INFO : EPOCH 20 - PROGRESS: at 66.19% examples, 217694 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:28,397 : INFO : EPOCH 20 - PROGRESS: at 66.32% examples, 217700 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:29,403 : INFO : EPOCH 20 - PROGRESS: at 66.42% examples, 217706 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:30,440 : INFO : EPOCH 20 - PROGRESS: at 66.55% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:31,465 : INFO : EPOCH 20 - PROGRESS: at 66.68% examples, 217702 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:32,488 : INFO : EPOCH 20 - PROGRESS: at 66.78% examples, 217695 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:33,489 : INFO : EPOCH 20 - PROGRESS: at 66.90% examples, 217701 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:34,505 : INFO : EPOCH 20 - PROGRESS: at 67.03% examples, 217698 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:35,506 : INFO : EPOCH 20 - PROGRESS: at 67.15% examples, 217710 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:36,507 : INFO : EPOCH 20 - PROGRESS: at 67.25% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:37,547 : INFO : EPOCH 20 - PROGRESS: at 67.36% examples, 217700 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:38,579 : INFO : EPOCH 20 - PROGRESS: at 67.48% examples, 217695 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:39,607 : INFO : EPOCH 20 - PROGRESS: at 67.60% examples, 217705 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:40,640 : INFO : EPOCH 20 - PROGRESS: at 67.72% examples, 217702 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:41,650 : INFO : EPOCH 20 - PROGRESS: at 67.84% examples, 217713 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:42,692 : INFO : EPOCH 20 - PROGRESS: at 67.97% examples, 217706 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:43,707 : INFO : EPOCH 20 - PROGRESS: at 68.09% examples, 217713 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:44,806 : INFO : EPOCH 20 - PROGRESS: at 68.22% examples, 217697 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:45,828 : INFO : EPOCH 20 - PROGRESS: at 68.34% examples, 217703 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:46,853 : INFO : EPOCH 20 - PROGRESS: at 68.47% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:47,854 : INFO : EPOCH 20 - PROGRESS: at 68.59% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:48,904 : INFO : EPOCH 20 - PROGRESS: at 68.73% examples, 217708 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:49,916 : INFO : EPOCH 20 - PROGRESS: at 68.85% examples, 217713 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:50,931 : INFO : EPOCH 20 - PROGRESS: at 68.97% examples, 217720 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:51,935 : INFO : EPOCH 20 - PROGRESS: at 69.08% examples, 217717 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:52,943 : INFO : EPOCH 20 - PROGRESS: at 69.17% examples, 217709 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:53,944 : INFO : EPOCH 20 - PROGRESS: at 69.28% examples, 217709 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:54,952 : INFO : EPOCH 20 - PROGRESS: at 69.40% examples, 217717 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:55,952 : INFO : EPOCH 20 - PROGRESS: at 69.50% examples, 217704 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:56,959 : INFO : EPOCH 20 - PROGRESS: at 69.62% examples, 217710 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:57,964 : INFO : EPOCH 20 - PROGRESS: at 69.73% examples, 217713 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:58,975 : INFO : EPOCH 20 - PROGRESS: at 69.84% examples, 217714 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:42:59,976 : INFO : EPOCH 20 - PROGRESS: at 69.96% examples, 217706 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:01,042 : INFO : EPOCH 20 - PROGRESS: at 70.09% examples, 217693 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:02,081 : INFO : EPOCH 20 - PROGRESS: at 70.21% examples, 217702 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:03,106 : INFO : EPOCH 20 - PROGRESS: at 70.34% examples, 217701 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:04,119 : INFO : EPOCH 20 - PROGRESS: at 70.46% examples, 217716 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:05,132 : INFO : EPOCH 20 - PROGRESS: at 70.58% examples, 217712 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:06,144 : INFO : EPOCH 20 - PROGRESS: at 70.70% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:07,225 : INFO : EPOCH 20 - PROGRESS: at 70.83% examples, 217702 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:08,260 : INFO : EPOCH 20 - PROGRESS: at 70.95% examples, 217711 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:09,271 : INFO : EPOCH 20 - PROGRESS: at 71.07% examples, 217707 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:10,359 : INFO : EPOCH 20 - PROGRESS: at 71.20% examples, 217682 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:11,388 : INFO : EPOCH 20 - PROGRESS: at 71.31% examples, 217686 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:12,401 : INFO : EPOCH 20 - PROGRESS: at 71.42% examples, 217658 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:13,450 : INFO : EPOCH 20 - PROGRESS: at 71.53% examples, 217644 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:14,466 : INFO : EPOCH 20 - PROGRESS: at 71.64% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:15,484 : INFO : EPOCH 20 - PROGRESS: at 71.76% examples, 217549 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:16,489 : INFO : EPOCH 20 - PROGRESS: at 71.89% examples, 217548 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:17,525 : INFO : EPOCH 20 - PROGRESS: at 72.01% examples, 217537 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:18,550 : INFO : EPOCH 20 - PROGRESS: at 72.12% examples, 217540 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:19,564 : INFO : EPOCH 20 - PROGRESS: at 72.24% examples, 217541 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:20,622 : INFO : EPOCH 20 - PROGRESS: at 72.37% examples, 217540 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:21,641 : INFO : EPOCH 20 - PROGRESS: at 72.48% examples, 217545 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:22,661 : INFO : EPOCH 20 - PROGRESS: at 72.59% examples, 217547 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:23,668 : INFO : EPOCH 20 - PROGRESS: at 72.69% examples, 217542 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:24,747 : INFO : EPOCH 20 - PROGRESS: at 72.80% examples, 217539 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:25,783 : INFO : EPOCH 20 - PROGRESS: at 72.93% examples, 217550 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:26,835 : INFO : EPOCH 20 - PROGRESS: at 73.05% examples, 217539 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:27,873 : INFO : EPOCH 20 - PROGRESS: at 73.16% examples, 217546 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:28,883 : INFO : EPOCH 20 - PROGRESS: at 73.30% examples, 217557 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:29,922 : INFO : EPOCH 20 - PROGRESS: at 73.40% examples, 217551 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:30,937 : INFO : EPOCH 20 - PROGRESS: at 73.51% examples, 217552 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:31,952 : INFO : EPOCH 20 - PROGRESS: at 73.63% examples, 217555 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:32,970 : INFO : EPOCH 20 - PROGRESS: at 73.77% examples, 217557 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:33,996 : INFO : EPOCH 20 - PROGRESS: at 73.87% examples, 217549 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:35,023 : INFO : EPOCH 20 - PROGRESS: at 74.00% examples, 217562 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:36,077 : INFO : EPOCH 20 - PROGRESS: at 74.12% examples, 217551 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:37,129 : INFO : EPOCH 20 - PROGRESS: at 74.26% examples, 217553 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:38,140 : INFO : EPOCH 20 - PROGRESS: at 74.38% examples, 217564 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:39,141 : INFO : EPOCH 20 - PROGRESS: at 74.50% examples, 217564 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:40,142 : INFO : EPOCH 20 - PROGRESS: at 74.61% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:41,184 : INFO : EPOCH 20 - PROGRESS: at 74.73% examples, 217565 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:42,256 : INFO : EPOCH 20 - PROGRESS: at 74.84% examples, 217556 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:43,257 : INFO : EPOCH 20 - PROGRESS: at 74.97% examples, 217577 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:44,259 : INFO : EPOCH 20 - PROGRESS: at 75.09% examples, 217570 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:45,270 : INFO : EPOCH 20 - PROGRESS: at 75.23% examples, 217560 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:46,271 : INFO : EPOCH 20 - PROGRESS: at 75.33% examples, 217567 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:47,274 : INFO : EPOCH 20 - PROGRESS: at 75.46% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:48,296 : INFO : EPOCH 20 - PROGRESS: at 75.58% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:49,333 : INFO : EPOCH 20 - PROGRESS: at 75.71% examples, 217572 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:50,371 : INFO : EPOCH 20 - PROGRESS: at 75.84% examples, 217570 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:51,389 : INFO : EPOCH 20 - PROGRESS: at 75.96% examples, 217570 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:52,411 : INFO : EPOCH 20 - PROGRESS: at 76.08% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:53,428 : INFO : EPOCH 20 - PROGRESS: at 76.20% examples, 217573 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:54,462 : INFO : EPOCH 20 - PROGRESS: at 76.31% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:55,513 : INFO : EPOCH 20 - PROGRESS: at 76.43% examples, 217570 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:56,523 : INFO : EPOCH 20 - PROGRESS: at 76.54% examples, 217568 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:57,538 : INFO : EPOCH 20 - PROGRESS: at 76.65% examples, 217578 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:58,541 : INFO : EPOCH 20 - PROGRESS: at 76.79% examples, 217584 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:43:59,578 : INFO : EPOCH 20 - PROGRESS: at 76.90% examples, 217584 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:00,619 : INFO : EPOCH 20 - PROGRESS: at 77.01% examples, 217578 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:01,625 : INFO : EPOCH 20 - PROGRESS: at 77.13% examples, 217589 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:02,632 : INFO : EPOCH 20 - PROGRESS: at 77.25% examples, 217581 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:03,638 : INFO : EPOCH 20 - PROGRESS: at 77.37% examples, 217583 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:04,648 : INFO : EPOCH 20 - PROGRESS: at 77.49% examples, 217582 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:05,665 : INFO : EPOCH 20 - PROGRESS: at 77.59% examples, 217586 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:06,727 : INFO : EPOCH 20 - PROGRESS: at 77.71% examples, 217581 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:07,734 : INFO : EPOCH 20 - PROGRESS: at 77.83% examples, 217595 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:08,743 : INFO : EPOCH 20 - PROGRESS: at 77.95% examples, 217595 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:09,792 : INFO : EPOCH 20 - PROGRESS: at 78.08% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:10,799 : INFO : EPOCH 20 - PROGRESS: at 78.18% examples, 217594 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:11,801 : INFO : EPOCH 20 - PROGRESS: at 78.31% examples, 217590 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:12,825 : INFO : EPOCH 20 - PROGRESS: at 78.43% examples, 217595 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:13,845 : INFO : EPOCH 20 - PROGRESS: at 78.53% examples, 217582 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:14,847 : INFO : EPOCH 20 - PROGRESS: at 78.65% examples, 217595 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:15,884 : INFO : EPOCH 20 - PROGRESS: at 78.77% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:16,946 : INFO : EPOCH 20 - PROGRESS: at 78.87% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:17,948 : INFO : EPOCH 20 - PROGRESS: at 78.98% examples, 217598 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:18,998 : INFO : EPOCH 20 - PROGRESS: at 79.11% examples, 217590 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:19,998 : INFO : EPOCH 20 - PROGRESS: at 79.22% examples, 217593 words/s, in_qsize 6, out_qsize 1
2020-07-16 23:44:21,006 : INFO : EPOCH 20 - PROGRESS: at 79.34% examples, 217600 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:22,009 : INFO : EPOCH 20 - PROGRESS: at 79.49% examples, 217613 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:23,013 : INFO : EPOCH 20 - PROGRESS: at 79.59% examples, 217594 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:24,016 : INFO : EPOCH 20 - PROGRESS: at 79.71% examples, 217608 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:25,043 : INFO : EPOCH 20 - PROGRESS: at 79.82% examples, 217598 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:26,086 : INFO : EPOCH 20 - PROGRESS: at 79.96% examples, 217606 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:27,094 : INFO : EPOCH 20 - PROGRESS: at 80.08% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:28,132 : INFO : EPOCH 20 - PROGRESS: at 80.18% examples, 217568 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:29,156 : INFO : EPOCH 20 - PROGRESS: at 80.30% examples, 217568 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:30,175 : INFO : EPOCH 20 - PROGRESS: at 80.41% examples, 217567 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:31,230 : INFO : EPOCH 20 - PROGRESS: at 80.53% examples, 217568 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:32,242 : INFO : EPOCH 20 - PROGRESS: at 80.65% examples, 217566 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:33,274 : INFO : EPOCH 20 - PROGRESS: at 80.78% examples, 217569 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:34,277 : INFO : EPOCH 20 - PROGRESS: at 80.91% examples, 217580 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:35,279 : INFO : EPOCH 20 - PROGRESS: at 81.03% examples, 217571 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:36,294 : INFO : EPOCH 20 - PROGRESS: at 81.17% examples, 217570 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:37,305 : INFO : EPOCH 20 - PROGRESS: at 81.28% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:38,406 : INFO : EPOCH 20 - PROGRESS: at 81.40% examples, 217567 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:39,424 : INFO : EPOCH 20 - PROGRESS: at 81.51% examples, 217569 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:40,481 : INFO : EPOCH 20 - PROGRESS: at 81.64% examples, 217570 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:41,516 : INFO : EPOCH 20 - PROGRESS: at 81.77% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:42,564 : INFO : EPOCH 20 - PROGRESS: at 81.88% examples, 217578 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:43,607 : INFO : EPOCH 20 - PROGRESS: at 82.00% examples, 217572 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:44,608 : INFO : EPOCH 20 - PROGRESS: at 82.10% examples, 217576 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:45,641 : INFO : EPOCH 20 - PROGRESS: at 82.21% examples, 217581 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:46,660 : INFO : EPOCH 20 - PROGRESS: at 82.34% examples, 217570 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:47,675 : INFO : EPOCH 20 - PROGRESS: at 82.46% examples, 217572 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:48,678 : INFO : EPOCH 20 - PROGRESS: at 82.59% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:49,719 : INFO : EPOCH 20 - PROGRESS: at 82.72% examples, 217585 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:50,732 : INFO : EPOCH 20 - PROGRESS: at 82.83% examples, 217585 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:51,747 : INFO : EPOCH 20 - PROGRESS: at 82.95% examples, 217583 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:52,750 : INFO : EPOCH 20 - PROGRESS: at 83.07% examples, 217576 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:53,782 : INFO : EPOCH 20 - PROGRESS: at 83.19% examples, 217580 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:54,800 : INFO : EPOCH 20 - PROGRESS: at 83.32% examples, 217587 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:55,823 : INFO : EPOCH 20 - PROGRESS: at 83.43% examples, 217576 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:56,832 : INFO : EPOCH 20 - PROGRESS: at 83.54% examples, 217578 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:57,873 : INFO : EPOCH 20 - PROGRESS: at 83.65% examples, 217593 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:58,883 : INFO : EPOCH 20 - PROGRESS: at 83.76% examples, 217579 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:44:59,897 : INFO : EPOCH 20 - PROGRESS: at 83.89% examples, 217590 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:00,903 : INFO : EPOCH 20 - PROGRESS: at 84.01% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:01,924 : INFO : EPOCH 20 - PROGRESS: at 84.14% examples, 217586 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:02,942 : INFO : EPOCH 20 - PROGRESS: at 84.25% examples, 217596 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:03,944 : INFO : EPOCH 20 - PROGRESS: at 84.37% examples, 217583 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:04,964 : INFO : EPOCH 20 - PROGRESS: at 84.48% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:05,976 : INFO : EPOCH 20 - PROGRESS: at 84.59% examples, 217585 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:06,986 : INFO : EPOCH 20 - PROGRESS: at 84.71% examples, 217590 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:07,997 : INFO : EPOCH 20 - PROGRESS: at 84.83% examples, 217586 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:08,998 : INFO : EPOCH 20 - PROGRESS: at 84.95% examples, 217583 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:10,010 : INFO : EPOCH 20 - PROGRESS: at 85.07% examples, 217592 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:11,086 : INFO : EPOCH 20 - PROGRESS: at 85.18% examples, 217582 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:12,108 : INFO : EPOCH 20 - PROGRESS: at 85.28% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:13,114 : INFO : EPOCH 20 - PROGRESS: at 85.41% examples, 217588 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:14,130 : INFO : EPOCH 20 - PROGRESS: at 85.52% examples, 217572 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:15,198 : INFO : EPOCH 20 - PROGRESS: at 85.66% examples, 217570 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:16,232 : INFO : EPOCH 20 - PROGRESS: at 85.78% examples, 217571 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:17,262 : INFO : EPOCH 20 - PROGRESS: at 85.91% examples, 217564 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:18,290 : INFO : EPOCH 20 - PROGRESS: at 86.02% examples, 217569 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:19,320 : INFO : EPOCH 20 - PROGRESS: at 86.15% examples, 217562 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:20,340 : INFO : EPOCH 20 - PROGRESS: at 86.26% examples, 217564 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:21,362 : INFO : EPOCH 20 - PROGRESS: at 86.39% examples, 217571 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:22,388 : INFO : EPOCH 20 - PROGRESS: at 86.50% examples, 217566 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:23,433 : INFO : EPOCH 20 - PROGRESS: at 86.62% examples, 217565 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:24,485 : INFO : EPOCH 20 - PROGRESS: at 86.73% examples, 217567 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:25,534 : INFO : EPOCH 20 - PROGRESS: at 86.87% examples, 217560 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:26,564 : INFO : EPOCH 20 - PROGRESS: at 86.98% examples, 217571 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:27,599 : INFO : EPOCH 20 - PROGRESS: at 87.09% examples, 217570 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:28,627 : INFO : EPOCH 20 - PROGRESS: at 87.23% examples, 217575 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:29,652 : INFO : EPOCH 20 - PROGRESS: at 87.35% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:30,654 : INFO : EPOCH 20 - PROGRESS: at 87.47% examples, 217566 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:31,687 : INFO : EPOCH 20 - PROGRESS: at 87.59% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:32,696 : INFO : EPOCH 20 - PROGRESS: at 87.72% examples, 217578 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:33,707 : INFO : EPOCH 20 - PROGRESS: at 87.83% examples, 217574 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:34,731 : INFO : EPOCH 20 - PROGRESS: at 87.95% examples, 217569 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:35,773 : INFO : EPOCH 20 - PROGRESS: at 88.08% examples, 217557 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:36,798 : INFO : EPOCH 20 - PROGRESS: at 88.19% examples, 217545 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:37,848 : INFO : EPOCH 20 - PROGRESS: at 88.30% examples, 217531 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:38,950 : INFO : EPOCH 20 - PROGRESS: at 88.43% examples, 217519 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:39,953 : INFO : EPOCH 20 - PROGRESS: at 88.56% examples, 217522 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:40,965 : INFO : EPOCH 20 - PROGRESS: at 88.67% examples, 217506 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:41,966 : INFO : EPOCH 20 - PROGRESS: at 88.78% examples, 217497 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:42,992 : INFO : EPOCH 20 - PROGRESS: at 88.91% examples, 217484 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:44,006 : INFO : EPOCH 20 - PROGRESS: at 89.02% examples, 217481 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:45,041 : INFO : EPOCH 20 - PROGRESS: at 89.12% examples, 217462 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:46,096 : INFO : EPOCH 20 - PROGRESS: at 89.24% examples, 217458 words/s, in_qsize 8, out_qsize 0
2020-07-16 23:45:47,097 : INFO : EPOCH 20 - PROGRESS: at 89.33% examples, 217439 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:48,107 : INFO : EPOCH 20 - PROGRESS: at 89.46% examples, 217446 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:49,147 : INFO : EPOCH 20 - PROGRESS: at 89.57% examples, 217432 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:50,170 : INFO : EPOCH 20 - PROGRESS: at 89.70% examples, 217422 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:51,178 : INFO : EPOCH 20 - PROGRESS: at 89.81% examples, 217409 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:52,197 : INFO : EPOCH 20 - PROGRESS: at 89.93% examples, 217407 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:53,217 : INFO : EPOCH 20 - PROGRESS: at 90.06% examples, 217395 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:54,238 : INFO : EPOCH 20 - PROGRESS: at 90.15% examples, 217332 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:55,301 : INFO : EPOCH 20 - PROGRESS: at 90.26% examples, 217322 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:56,304 : INFO : EPOCH 20 - PROGRESS: at 90.37% examples, 217324 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:57,323 : INFO : EPOCH 20 - PROGRESS: at 90.46% examples, 217304 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:58,341 : INFO : EPOCH 20 - PROGRESS: at 90.58% examples, 217303 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:45:59,349 : INFO : EPOCH 20 - PROGRESS: at 90.69% examples, 217284 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:00,359 : INFO : EPOCH 20 - PROGRESS: at 90.82% examples, 217289 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:01,376 : INFO : EPOCH 20 - PROGRESS: at 90.92% examples, 217271 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:02,447 : INFO : EPOCH 20 - PROGRESS: at 91.03% examples, 217255 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:03,521 : INFO : EPOCH 20 - PROGRESS: at 91.15% examples, 217242 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:04,613 : INFO : EPOCH 20 - PROGRESS: at 91.27% examples, 217238 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:05,614 : INFO : EPOCH 20 - PROGRESS: at 91.40% examples, 217237 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:06,631 : INFO : EPOCH 20 - PROGRESS: at 91.51% examples, 217234 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:07,671 : INFO : EPOCH 20 - PROGRESS: at 91.61% examples, 217210 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:08,672 : INFO : EPOCH 20 - PROGRESS: at 91.73% examples, 217205 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:09,703 : INFO : EPOCH 20 - PROGRESS: at 91.83% examples, 217206 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:10,781 : INFO : EPOCH 20 - PROGRESS: at 91.95% examples, 217188 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:11,787 : INFO : EPOCH 20 - PROGRESS: at 92.06% examples, 217186 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:12,791 : INFO : EPOCH 20 - PROGRESS: at 92.17% examples, 217177 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:13,801 : INFO : EPOCH 20 - PROGRESS: at 92.30% examples, 217175 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:14,825 : INFO : EPOCH 20 - PROGRESS: at 92.42% examples, 217160 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:15,861 : INFO : EPOCH 20 - PROGRESS: at 92.53% examples, 217145 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:16,907 : INFO : EPOCH 20 - PROGRESS: at 92.64% examples, 217137 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:17,909 : INFO : EPOCH 20 - PROGRESS: at 92.75% examples, 217141 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:18,931 : INFO : EPOCH 20 - PROGRESS: at 92.86% examples, 217123 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:19,971 : INFO : EPOCH 20 - PROGRESS: at 92.96% examples, 217119 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:20,980 : INFO : EPOCH 20 - PROGRESS: at 93.05% examples, 217104 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:22,025 : INFO : EPOCH 20 - PROGRESS: at 93.16% examples, 217098 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:23,062 : INFO : EPOCH 20 - PROGRESS: at 93.27% examples, 217095 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:24,112 : INFO : EPOCH 20 - PROGRESS: at 93.38% examples, 217080 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:25,123 : INFO : EPOCH 20 - PROGRESS: at 93.50% examples, 217074 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:26,125 : INFO : EPOCH 20 - PROGRESS: at 93.61% examples, 217075 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:27,139 : INFO : EPOCH 20 - PROGRESS: at 93.73% examples, 217065 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:28,175 : INFO : EPOCH 20 - PROGRESS: at 93.85% examples, 217042 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:29,186 : INFO : EPOCH 20 - PROGRESS: at 93.95% examples, 217041 words/s, in_qsize 8, out_qsize 1
2020-07-16 23:46:30,226 : INFO : EPOCH 20 - PROGRESS: at 94.06% examples, 217033 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:31,230 : INFO : EPOCH 20 - PROGRESS: at 94.19% examples, 217023 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:32,233 : INFO : EPOCH 20 - PROGRESS: at 94.29% examples, 217014 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:33,254 : INFO : EPOCH 20 - PROGRESS: at 94.41% examples, 217006 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:34,311 : INFO : EPOCH 20 - PROGRESS: at 94.53% examples, 217001 words/s, in_qsize 8, out_qsize 0
2020-07-16 23:46:35,357 : INFO : EPOCH 20 - PROGRESS: at 94.66% examples, 216994 words/s, in_qsize 8, out_qsize 0
2020-07-16 23:46:36,438 : INFO : EPOCH 20 - PROGRESS: at 94.77% examples, 216983 words/s, in_qsize 8, out_qsize 0
2020-07-16 23:46:37,454 : INFO : EPOCH 20 - PROGRESS: at 94.90% examples, 216975 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:38,463 : INFO : EPOCH 20 - PROGRESS: at 95.01% examples, 216973 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:39,481 : INFO : EPOCH 20 - PROGRESS: at 95.11% examples, 216966 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:40,488 : INFO : EPOCH 20 - PROGRESS: at 95.23% examples, 216960 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:41,499 : INFO : EPOCH 20 - PROGRESS: at 95.32% examples, 216941 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:42,563 : INFO : EPOCH 20 - PROGRESS: at 95.43% examples, 216932 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:43,577 : INFO : EPOCH 20 - PROGRESS: at 95.54% examples, 216928 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:44,635 : INFO : EPOCH 20 - PROGRESS: at 95.66% examples, 216911 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:45,644 : INFO : EPOCH 20 - PROGRESS: at 95.77% examples, 216920 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:46,672 : INFO : EPOCH 20 - PROGRESS: at 95.88% examples, 216901 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:47,721 : INFO : EPOCH 20 - PROGRESS: at 95.99% examples, 216891 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:48,727 : INFO : EPOCH 20 - PROGRESS: at 96.13% examples, 216892 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:49,733 : INFO : EPOCH 20 - PROGRESS: at 96.23% examples, 216881 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:50,819 : INFO : EPOCH 20 - PROGRESS: at 96.34% examples, 216869 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:51,820 : INFO : EPOCH 20 - PROGRESS: at 96.45% examples, 216866 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:52,833 : INFO : EPOCH 20 - PROGRESS: at 96.57% examples, 216856 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:53,841 : INFO : EPOCH 20 - PROGRESS: at 96.68% examples, 216851 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:54,876 : INFO : EPOCH 20 - PROGRESS: at 96.80% examples, 216844 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:55,877 : INFO : EPOCH 20 - PROGRESS: at 96.90% examples, 216837 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:56,883 : INFO : EPOCH 20 - PROGRESS: at 97.00% examples, 216828 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:57,897 : INFO : EPOCH 20 - PROGRESS: at 97.11% examples, 216821 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:58,940 : INFO : EPOCH 20 - PROGRESS: at 97.23% examples, 216809 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:46:59,949 : INFO : EPOCH 20 - PROGRESS: at 97.33% examples, 216794 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:00,979 : INFO : EPOCH 20 - PROGRESS: at 97.47% examples, 216792 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:01,981 : INFO : EPOCH 20 - PROGRESS: at 97.59% examples, 216783 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:02,996 : INFO : EPOCH 20 - PROGRESS: at 97.73% examples, 216789 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:04,067 : INFO : EPOCH 20 - PROGRESS: at 97.85% examples, 216764 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:05,083 : INFO : EPOCH 20 - PROGRESS: at 97.98% examples, 216766 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:06,084 : INFO : EPOCH 20 - PROGRESS: at 98.10% examples, 216762 words/s, in_qsize 8, out_qsize 0
2020-07-16 23:47:07,140 : INFO : EPOCH 20 - PROGRESS: at 98.22% examples, 216748 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:08,193 : INFO : EPOCH 20 - PROGRESS: at 98.33% examples, 216745 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:09,196 : INFO : EPOCH 20 - PROGRESS: at 98.44% examples, 216740 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:10,226 : INFO : EPOCH 20 - PROGRESS: at 98.55% examples, 216718 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:11,283 : INFO : EPOCH 20 - PROGRESS: at 98.67% examples, 216715 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:12,325 : INFO : EPOCH 20 - PROGRESS: at 98.77% examples, 216707 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:13,341 : INFO : EPOCH 20 - PROGRESS: at 98.89% examples, 216706 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:14,390 : INFO : EPOCH 20 - PROGRESS: at 99.01% examples, 216696 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:15,411 : INFO : EPOCH 20 - PROGRESS: at 99.14% examples, 216693 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:16,451 : INFO : EPOCH 20 - PROGRESS: at 99.24% examples, 216677 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:17,452 : INFO : EPOCH 20 - PROGRESS: at 99.37% examples, 216675 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:18,463 : INFO : EPOCH 20 - PROGRESS: at 99.47% examples, 216665 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:19,510 : INFO : EPOCH 20 - PROGRESS: at 99.58% examples, 216654 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:20,527 : INFO : EPOCH 20 - PROGRESS: at 99.70% examples, 216654 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:21,561 : INFO : EPOCH 20 - PROGRESS: at 99.81% examples, 216643 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:22,587 : INFO : EPOCH 20 - PROGRESS: at 99.92% examples, 216638 words/s, in_qsize 7, out_qsize 0
2020-07-16 23:47:23,328 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-16 23:47:23,385 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-16 23:47:23,396 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-16 23:47:23,430 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-16 23:47:23,430 : INFO : EPOCH - 20 : training on 247361374 raw words (187352999 effective words) took 864.8s, 216637 effective words/s
2020-07-16 23:47:23,431 : INFO : training on a 4947227480 raw words (3746933882 effective words) took 18755.5s, 199778 effective words/s
2020-07-16 23:47:23,432 : INFO : saving Word2Vec object under test_data/models/[word2vec-Java-Py-Wiki-SK-500-20E-128k[1]-1594943243.432352].model, separately None
2020-07-16 23:47:23,433 : INFO : storing np array 'vectors' to test_data/models/[word2vec-Java-Py-Wiki-SK-500-20E-128k[1]-1594943243.432352].model.wv.vectors.npy
2020-07-16 23:47:23,566 : INFO : not storing attribute vectors_norm
2020-07-16 23:47:23,567 : INFO : storing np array 'syn1neg' to test_data/models/[word2vec-Java-Py-Wiki-SK-500-20E-128k[1]-1594943243.432352].model.trainables.syn1neg.npy
2020-07-16 23:47:23,705 : INFO : not storing attribute cum_table
2020-07-16 23:47:23,970 : INFO : saved test_data/models/[word2vec-Java-Py-Wiki-SK-500-20E-128k[1]-1594943243.432352].model
2020-07-16 23:47:23,971 : INFO : Saving in...test_data/models/[word2vec-Java-Py-Wiki-SK-500-20E-128k[1]-1594943243.432352].model
2020-07-17 00:07:55,869 : INFO : collecting all words and their counts
2020-07-17 00:07:55,877 : INFO : PROGRESS: at sentence #0, processed 0 words, keeping 0 word types
2020-07-17 00:07:57,234 : INFO : PROGRESS: at sentence #10000, processed 6302447 words, keeping 103978 word types
2020-07-17 00:07:58,597 : INFO : PROGRESS: at sentence #20000, processed 12490703 words, keeping 116908 word types
2020-07-17 00:07:59,945 : INFO : PROGRESS: at sentence #30000, processed 18539951 words, keeping 123236 word types
2020-07-17 00:08:01,328 : INFO : PROGRESS: at sentence #40000, processed 24687454 words, keeping 127345 word types
2020-07-17 00:08:02,732 : INFO : PROGRESS: at sentence #50000, processed 30758752 words, keeping 130270 word types
2020-07-17 00:08:04,122 : INFO : PROGRESS: at sentence #60000, processed 36854518 words, keeping 133377 word types
2020-07-17 00:08:05,583 : INFO : PROGRESS: at sentence #70000, processed 43258958 words, keeping 135533 word types
2020-07-17 00:08:07,034 : INFO : PROGRESS: at sentence #80000, processed 49611616 words, keeping 137586 word types
2020-07-17 00:08:08,477 : INFO : PROGRESS: at sentence #90000, processed 55916996 words, keeping 139858 word types
2020-07-17 00:08:09,845 : INFO : PROGRESS: at sentence #100000, processed 61878326 words, keeping 141505 word types
2020-07-17 00:08:11,301 : INFO : PROGRESS: at sentence #110000, processed 68247463 words, keeping 143365 word types
2020-07-17 00:08:12,747 : INFO : PROGRESS: at sentence #120000, processed 74529682 words, keeping 145645 word types
2020-07-17 00:08:14,167 : INFO : PROGRESS: at sentence #130000, processed 80698535 words, keeping 147137 word types
2020-07-17 00:08:15,607 : INFO : PROGRESS: at sentence #140000, processed 86977148 words, keeping 148930 word types
2020-07-17 00:08:17,064 : INFO : PROGRESS: at sentence #150000, processed 93292446 words, keeping 150845 word types
2020-07-17 00:08:18,459 : INFO : PROGRESS: at sentence #160000, processed 99338740 words, keeping 152330 word types
2020-07-17 00:08:19,877 : INFO : PROGRESS: at sentence #170000, processed 105470608 words, keeping 153901 word types
2020-07-17 00:08:21,330 : INFO : PROGRESS: at sentence #180000, processed 111775033 words, keeping 156049 word types
2020-07-17 00:08:22,763 : INFO : PROGRESS: at sentence #190000, processed 117924625 words, keeping 159517 word types
2020-07-17 00:08:24,215 : INFO : PROGRESS: at sentence #200000, processed 124165503 words, keeping 161472 word types
2020-07-17 00:08:25,684 : INFO : PROGRESS: at sentence #210000, processed 130500862 words, keeping 163131 word types
2020-07-17 00:08:27,119 : INFO : PROGRESS: at sentence #220000, processed 136712199 words, keeping 164492 word types
2020-07-17 00:08:28,576 : INFO : PROGRESS: at sentence #230000, processed 142987203 words, keeping 165721 word types
2020-07-17 00:08:30,032 : INFO : PROGRESS: at sentence #240000, processed 149248819 words, keeping 168334 word types
2020-07-17 00:08:31,411 : INFO : PROGRESS: at sentence #250000, processed 155159530 words, keeping 169775 word types
2020-07-17 00:08:32,854 : INFO : PROGRESS: at sentence #260000, processed 161344430 words, keeping 171780 word types
2020-07-17 00:08:34,266 : INFO : PROGRESS: at sentence #270000, processed 167381120 words, keeping 173036 word types
2020-07-17 00:08:35,704 : INFO : PROGRESS: at sentence #280000, processed 173566013 words, keeping 174271 word types
2020-07-17 00:08:37,156 : INFO : PROGRESS: at sentence #290000, processed 179721043 words, keeping 176433 word types
2020-07-17 00:08:38,580 : INFO : PROGRESS: at sentence #300000, processed 185774936 words, keeping 177926 word types
2020-07-17 00:08:40,049 : INFO : PROGRESS: at sentence #310000, processed 192000940 words, keeping 179136 word types
2020-07-17 00:08:41,466 : INFO : PROGRESS: at sentence #320000, processed 198006733 words, keeping 180774 word types
2020-07-17 00:08:42,932 : INFO : PROGRESS: at sentence #330000, processed 204212201 words, keeping 182045 word types
2020-07-17 00:08:44,394 : INFO : PROGRESS: at sentence #340000, processed 210383680 words, keeping 183648 word types
2020-07-17 00:08:45,885 : INFO : PROGRESS: at sentence #350000, processed 216684640 words, keeping 185098 word types
2020-07-17 00:08:47,370 : INFO : PROGRESS: at sentence #360000, processed 222963164 words, keeping 186868 word types
2020-07-17 00:08:48,844 : INFO : PROGRESS: at sentence #370000, processed 229179642 words, keeping 188528 word types
2020-07-17 00:08:50,341 : INFO : PROGRESS: at sentence #380000, processed 235504766 words, keeping 189781 word types
2020-07-17 00:08:51,800 : INFO : PROGRESS: at sentence #390000, processed 241656038 words, keeping 191170 word types
2020-07-17 00:08:53,307 : INFO : collected 192253 word types from a corpus of 248038538 raw words and 400000 sentences
2020-07-17 00:08:53,308 : INFO : Updating model with new vocabulary
2020-07-17 00:08:53,517 : INFO : New added 122277 unique words (38% of original 314530) and increased the count of 122277 pre-existing words (38% of original 314530)
2020-07-17 00:08:54,301 : INFO : deleting the raw counts dictionary of 192253 items
2020-07-17 00:08:54,308 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-17 00:08:54,309 : INFO : downsampling leaves estimated 381985143 word corpus (154.1% of prior 247934656)
2020-07-17 00:08:54,555 : INFO : estimated required memory for 244554 words and 500 dimensions: 1100493000 bytes
2020-07-17 00:08:54,556 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:7: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  import sys
2020-07-17 00:08:56,239 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-17 00:08:56,240 : INFO : training model with 4 workers on 128374 vocabulary and 500 features, using sg=1 hs=0 sample=0.001 negative=5 window=5
2020-07-17 00:08:57,267 : INFO : EPOCH 1 - PROGRESS: at 0.11% examples, 191914 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:08:58,279 : INFO : EPOCH 1 - PROGRESS: at 0.22% examples, 201347 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:08:59,317 : INFO : EPOCH 1 - PROGRESS: at 0.33% examples, 205543 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:00,330 : INFO : EPOCH 1 - PROGRESS: at 0.43% examples, 205352 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:09:01,354 : INFO : EPOCH 1 - PROGRESS: at 0.55% examples, 206657 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:02,392 : INFO : EPOCH 1 - PROGRESS: at 0.65% examples, 206812 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:03,435 : INFO : EPOCH 1 - PROGRESS: at 0.75% examples, 207683 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:04,457 : INFO : EPOCH 1 - PROGRESS: at 0.87% examples, 208465 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:05,506 : INFO : EPOCH 1 - PROGRESS: at 0.99% examples, 208360 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:09:06,530 : INFO : EPOCH 1 - PROGRESS: at 1.11% examples, 208810 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:07,565 : INFO : EPOCH 1 - PROGRESS: at 1.23% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:08,574 : INFO : EPOCH 1 - PROGRESS: at 1.34% examples, 209256 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:09:09,579 : INFO : EPOCH 1 - PROGRESS: at 1.44% examples, 209111 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:10,595 : INFO : EPOCH 1 - PROGRESS: at 1.56% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:11,634 : INFO : EPOCH 1 - PROGRESS: at 1.67% examples, 208883 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:12,651 : INFO : EPOCH 1 - PROGRESS: at 1.79% examples, 209179 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:13,652 : INFO : EPOCH 1 - PROGRESS: at 1.90% examples, 209616 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:14,678 : INFO : EPOCH 1 - PROGRESS: at 2.00% examples, 209143 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:15,687 : INFO : EPOCH 1 - PROGRESS: at 2.12% examples, 209211 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:16,726 : INFO : EPOCH 1 - PROGRESS: at 2.23% examples, 209056 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:17,730 : INFO : EPOCH 1 - PROGRESS: at 2.33% examples, 209262 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:09:18,776 : INFO : EPOCH 1 - PROGRESS: at 2.45% examples, 209350 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:19,856 : INFO : EPOCH 1 - PROGRESS: at 2.58% examples, 209210 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:20,887 : INFO : EPOCH 1 - PROGRESS: at 2.70% examples, 209250 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:21,921 : INFO : EPOCH 1 - PROGRESS: at 2.81% examples, 209312 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:22,996 : INFO : EPOCH 1 - PROGRESS: at 2.92% examples, 209346 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:24,002 : INFO : EPOCH 1 - PROGRESS: at 3.04% examples, 209300 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:25,028 : INFO : EPOCH 1 - PROGRESS: at 3.15% examples, 209379 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:26,044 : INFO : EPOCH 1 - PROGRESS: at 3.26% examples, 209261 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:27,142 : INFO : EPOCH 1 - PROGRESS: at 3.38% examples, 209118 words/s, in_qsize 5, out_qsize 2
2020-07-17 00:09:28,166 : INFO : EPOCH 1 - PROGRESS: at 3.51% examples, 209566 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:29,175 : INFO : EPOCH 1 - PROGRESS: at 3.63% examples, 209483 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:30,201 : INFO : EPOCH 1 - PROGRESS: at 3.72% examples, 209335 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:31,229 : INFO : EPOCH 1 - PROGRESS: at 3.84% examples, 209401 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:32,296 : INFO : EPOCH 1 - PROGRESS: at 3.95% examples, 209393 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:33,329 : INFO : EPOCH 1 - PROGRESS: at 4.07% examples, 209426 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:34,366 : INFO : EPOCH 1 - PROGRESS: at 4.18% examples, 209502 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:35,408 : INFO : EPOCH 1 - PROGRESS: at 4.30% examples, 209514 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:36,427 : INFO : EPOCH 1 - PROGRESS: at 4.42% examples, 209488 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:37,447 : INFO : EPOCH 1 - PROGRESS: at 4.52% examples, 209486 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:38,489 : INFO : EPOCH 1 - PROGRESS: at 4.64% examples, 209536 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:39,585 : INFO : EPOCH 1 - PROGRESS: at 4.77% examples, 209482 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:40,589 : INFO : EPOCH 1 - PROGRESS: at 4.88% examples, 209595 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:41,612 : INFO : EPOCH 1 - PROGRESS: at 4.99% examples, 209628 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:42,649 : INFO : EPOCH 1 - PROGRESS: at 5.11% examples, 209508 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:43,721 : INFO : EPOCH 1 - PROGRESS: at 5.24% examples, 209441 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:44,732 : INFO : EPOCH 1 - PROGRESS: at 5.36% examples, 209505 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:45,743 : INFO : EPOCH 1 - PROGRESS: at 5.48% examples, 209588 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:46,772 : INFO : EPOCH 1 - PROGRESS: at 5.61% examples, 209644 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:47,776 : INFO : EPOCH 1 - PROGRESS: at 5.73% examples, 209669 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:48,788 : INFO : EPOCH 1 - PROGRESS: at 5.85% examples, 209745 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:49,793 : INFO : EPOCH 1 - PROGRESS: at 5.96% examples, 209695 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:50,802 : INFO : EPOCH 1 - PROGRESS: at 6.07% examples, 209633 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:51,805 : INFO : EPOCH 1 - PROGRESS: at 6.17% examples, 209594 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:52,827 : INFO : EPOCH 1 - PROGRESS: at 6.28% examples, 209577 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:53,835 : INFO : EPOCH 1 - PROGRESS: at 6.38% examples, 209709 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:54,863 : INFO : EPOCH 1 - PROGRESS: at 6.50% examples, 209639 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:55,890 : INFO : EPOCH 1 - PROGRESS: at 6.62% examples, 209658 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:56,904 : INFO : EPOCH 1 - PROGRESS: at 6.73% examples, 209671 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:09:57,919 : INFO : EPOCH 1 - PROGRESS: at 6.84% examples, 209595 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:58,970 : INFO : EPOCH 1 - PROGRESS: at 6.95% examples, 209627 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:09:59,974 : INFO : EPOCH 1 - PROGRESS: at 7.08% examples, 209740 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:00,981 : INFO : EPOCH 1 - PROGRESS: at 7.20% examples, 209622 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:02,005 : INFO : EPOCH 1 - PROGRESS: at 7.32% examples, 209733 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:03,029 : INFO : EPOCH 1 - PROGRESS: at 7.42% examples, 209623 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:04,048 : INFO : EPOCH 1 - PROGRESS: at 7.54% examples, 209584 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:05,060 : INFO : EPOCH 1 - PROGRESS: at 7.65% examples, 209710 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:06,126 : INFO : EPOCH 1 - PROGRESS: at 7.76% examples, 209597 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:07,131 : INFO : EPOCH 1 - PROGRESS: at 7.87% examples, 209595 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:08,154 : INFO : EPOCH 1 - PROGRESS: at 8.00% examples, 209762 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:09,180 : INFO : EPOCH 1 - PROGRESS: at 8.10% examples, 209573 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:10,205 : INFO : EPOCH 1 - PROGRESS: at 8.21% examples, 209589 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:11,236 : INFO : EPOCH 1 - PROGRESS: at 8.33% examples, 209445 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:10:12,244 : INFO : EPOCH 1 - PROGRESS: at 8.43% examples, 209481 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:13,324 : INFO : EPOCH 1 - PROGRESS: at 8.54% examples, 209274 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:14,344 : INFO : EPOCH 1 - PROGRESS: at 8.64% examples, 208928 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:10:15,393 : INFO : EPOCH 1 - PROGRESS: at 8.73% examples, 208470 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:16,396 : INFO : EPOCH 1 - PROGRESS: at 8.84% examples, 208433 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:17,398 : INFO : EPOCH 1 - PROGRESS: at 8.95% examples, 208407 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:18,428 : INFO : EPOCH 1 - PROGRESS: at 9.06% examples, 208435 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:19,447 : INFO : EPOCH 1 - PROGRESS: at 9.18% examples, 208339 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:20,534 : INFO : EPOCH 1 - PROGRESS: at 9.29% examples, 208374 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:10:21,554 : INFO : EPOCH 1 - PROGRESS: at 9.42% examples, 208513 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:22,563 : INFO : EPOCH 1 - PROGRESS: at 9.53% examples, 208481 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:23,612 : INFO : EPOCH 1 - PROGRESS: at 9.65% examples, 208446 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:24,614 : INFO : EPOCH 1 - PROGRESS: at 9.78% examples, 208547 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:25,659 : INFO : EPOCH 1 - PROGRESS: at 9.90% examples, 208496 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:26,742 : INFO : EPOCH 1 - PROGRESS: at 10.02% examples, 208478 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:27,774 : INFO : EPOCH 1 - PROGRESS: at 10.15% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:28,792 : INFO : EPOCH 1 - PROGRESS: at 10.28% examples, 208566 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:29,828 : INFO : EPOCH 1 - PROGRESS: at 10.41% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:30,878 : INFO : EPOCH 1 - PROGRESS: at 10.52% examples, 208597 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:31,894 : INFO : EPOCH 1 - PROGRESS: at 10.63% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:32,926 : INFO : EPOCH 1 - PROGRESS: at 10.74% examples, 208616 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:33,935 : INFO : EPOCH 1 - PROGRESS: at 10.86% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:34,961 : INFO : EPOCH 1 - PROGRESS: at 10.98% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:35,962 : INFO : EPOCH 1 - PROGRESS: at 11.09% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:36,977 : INFO : EPOCH 1 - PROGRESS: at 11.20% examples, 208726 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:37,994 : INFO : EPOCH 1 - PROGRESS: at 11.32% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:39,060 : INFO : EPOCH 1 - PROGRESS: at 11.44% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:40,061 : INFO : EPOCH 1 - PROGRESS: at 11.54% examples, 208752 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:41,109 : INFO : EPOCH 1 - PROGRESS: at 11.66% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:42,131 : INFO : EPOCH 1 - PROGRESS: at 11.80% examples, 208777 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:10:43,163 : INFO : EPOCH 1 - PROGRESS: at 11.91% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:44,184 : INFO : EPOCH 1 - PROGRESS: at 12.02% examples, 208795 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:45,232 : INFO : EPOCH 1 - PROGRESS: at 12.15% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:46,243 : INFO : EPOCH 1 - PROGRESS: at 12.25% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:47,315 : INFO : EPOCH 1 - PROGRESS: at 12.38% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:48,329 : INFO : EPOCH 1 - PROGRESS: at 12.50% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:49,330 : INFO : EPOCH 1 - PROGRESS: at 12.61% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:50,348 : INFO : EPOCH 1 - PROGRESS: at 12.74% examples, 208874 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:51,369 : INFO : EPOCH 1 - PROGRESS: at 12.86% examples, 208881 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:10:52,391 : INFO : EPOCH 1 - PROGRESS: at 12.96% examples, 208902 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:10:53,445 : INFO : EPOCH 1 - PROGRESS: at 13.08% examples, 208866 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:54,472 : INFO : EPOCH 1 - PROGRESS: at 13.20% examples, 208900 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:55,490 : INFO : EPOCH 1 - PROGRESS: at 13.31% examples, 208916 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:56,549 : INFO : EPOCH 1 - PROGRESS: at 13.41% examples, 208860 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:57,585 : INFO : EPOCH 1 - PROGRESS: at 13.53% examples, 208876 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:58,592 : INFO : EPOCH 1 - PROGRESS: at 13.65% examples, 208962 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:10:59,602 : INFO : EPOCH 1 - PROGRESS: at 13.77% examples, 208908 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:00,626 : INFO : EPOCH 1 - PROGRESS: at 13.89% examples, 208945 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:01,630 : INFO : EPOCH 1 - PROGRESS: at 14.00% examples, 208900 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:02,659 : INFO : EPOCH 1 - PROGRESS: at 14.11% examples, 208958 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:03,686 : INFO : EPOCH 1 - PROGRESS: at 14.22% examples, 208950 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:11:04,701 : INFO : EPOCH 1 - PROGRESS: at 14.33% examples, 208971 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:05,708 : INFO : EPOCH 1 - PROGRESS: at 14.46% examples, 208978 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:06,726 : INFO : EPOCH 1 - PROGRESS: at 14.58% examples, 208962 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:07,764 : INFO : EPOCH 1 - PROGRESS: at 14.68% examples, 208989 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:08,811 : INFO : EPOCH 1 - PROGRESS: at 14.81% examples, 208966 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:09,910 : INFO : EPOCH 1 - PROGRESS: at 14.95% examples, 208973 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:10,928 : INFO : EPOCH 1 - PROGRESS: at 15.06% examples, 208994 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:11,939 : INFO : EPOCH 1 - PROGRESS: at 15.15% examples, 209030 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:13,034 : INFO : EPOCH 1 - PROGRESS: at 15.25% examples, 208979 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:14,095 : INFO : EPOCH 1 - PROGRESS: at 15.38% examples, 208997 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:15,103 : INFO : EPOCH 1 - PROGRESS: at 15.49% examples, 209014 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:11:16,120 : INFO : EPOCH 1 - PROGRESS: at 15.59% examples, 209050 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:17,142 : INFO : EPOCH 1 - PROGRESS: at 15.69% examples, 209046 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:18,165 : INFO : EPOCH 1 - PROGRESS: at 15.81% examples, 209045 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:19,180 : INFO : EPOCH 1 - PROGRESS: at 15.93% examples, 209101 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:20,197 : INFO : EPOCH 1 - PROGRESS: at 16.03% examples, 209058 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:21,267 : INFO : EPOCH 1 - PROGRESS: at 16.14% examples, 209057 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:22,270 : INFO : EPOCH 1 - PROGRESS: at 16.26% examples, 209070 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:23,283 : INFO : EPOCH 1 - PROGRESS: at 16.38% examples, 209070 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:24,284 : INFO : EPOCH 1 - PROGRESS: at 16.50% examples, 209096 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:25,297 : INFO : EPOCH 1 - PROGRESS: at 16.61% examples, 209114 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:26,367 : INFO : EPOCH 1 - PROGRESS: at 16.72% examples, 209098 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:27,368 : INFO : EPOCH 1 - PROGRESS: at 16.82% examples, 209113 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:28,377 : INFO : EPOCH 1 - PROGRESS: at 16.93% examples, 209112 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:29,405 : INFO : EPOCH 1 - PROGRESS: at 17.06% examples, 209133 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:30,410 : INFO : EPOCH 1 - PROGRESS: at 17.16% examples, 209168 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:31,430 : INFO : EPOCH 1 - PROGRESS: at 17.27% examples, 209135 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:32,432 : INFO : EPOCH 1 - PROGRESS: at 17.39% examples, 209190 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:33,439 : INFO : EPOCH 1 - PROGRESS: at 17.50% examples, 209165 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:34,521 : INFO : EPOCH 1 - PROGRESS: at 17.61% examples, 209118 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:35,549 : INFO : EPOCH 1 - PROGRESS: at 17.73% examples, 209193 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:36,594 : INFO : EPOCH 1 - PROGRESS: at 17.84% examples, 209139 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:37,595 : INFO : EPOCH 1 - PROGRESS: at 17.95% examples, 209204 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:38,595 : INFO : EPOCH 1 - PROGRESS: at 18.06% examples, 209183 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:39,600 : INFO : EPOCH 1 - PROGRESS: at 18.19% examples, 209197 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:40,601 : INFO : EPOCH 1 - PROGRESS: at 18.31% examples, 209160 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:41,626 : INFO : EPOCH 1 - PROGRESS: at 18.41% examples, 209188 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:42,635 : INFO : EPOCH 1 - PROGRESS: at 18.53% examples, 209200 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:43,641 : INFO : EPOCH 1 - PROGRESS: at 18.61% examples, 209168 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:44,662 : INFO : EPOCH 1 - PROGRESS: at 18.72% examples, 209208 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:45,713 : INFO : EPOCH 1 - PROGRESS: at 18.83% examples, 209199 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:46,744 : INFO : EPOCH 1 - PROGRESS: at 18.95% examples, 209240 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:47,758 : INFO : EPOCH 1 - PROGRESS: at 19.05% examples, 209204 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:48,787 : INFO : EPOCH 1 - PROGRESS: at 19.16% examples, 209253 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:49,792 : INFO : EPOCH 1 - PROGRESS: at 19.25% examples, 209234 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:50,858 : INFO : EPOCH 1 - PROGRESS: at 19.36% examples, 209200 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:51,925 : INFO : EPOCH 1 - PROGRESS: at 19.48% examples, 209194 words/s, in_qsize 8, out_qsize 1
2020-07-17 00:11:52,942 : INFO : EPOCH 1 - PROGRESS: at 19.59% examples, 209228 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:53,947 : INFO : EPOCH 1 - PROGRESS: at 19.73% examples, 209291 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:54,954 : INFO : EPOCH 1 - PROGRESS: at 19.84% examples, 209275 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:55,975 : INFO : EPOCH 1 - PROGRESS: at 19.97% examples, 209252 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:56,977 : INFO : EPOCH 1 - PROGRESS: at 20.10% examples, 209247 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:58,020 : INFO : EPOCH 1 - PROGRESS: at 20.22% examples, 209227 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:11:59,022 : INFO : EPOCH 1 - PROGRESS: at 20.32% examples, 209250 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:00,080 : INFO : EPOCH 1 - PROGRESS: at 20.43% examples, 209243 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:01,086 : INFO : EPOCH 1 - PROGRESS: at 20.55% examples, 209266 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:02,092 : INFO : EPOCH 1 - PROGRESS: at 20.65% examples, 209267 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:03,120 : INFO : EPOCH 1 - PROGRESS: at 20.75% examples, 209247 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:04,184 : INFO : EPOCH 1 - PROGRESS: at 20.85% examples, 209207 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:05,187 : INFO : EPOCH 1 - PROGRESS: at 20.96% examples, 209253 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:06,250 : INFO : EPOCH 1 - PROGRESS: at 21.08% examples, 209204 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:07,263 : INFO : EPOCH 1 - PROGRESS: at 21.19% examples, 209214 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:08,270 : INFO : EPOCH 1 - PROGRESS: at 21.31% examples, 209281 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:09,288 : INFO : EPOCH 1 - PROGRESS: at 21.41% examples, 209252 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:12:10,305 : INFO : EPOCH 1 - PROGRESS: at 21.53% examples, 209262 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:11,350 : INFO : EPOCH 1 - PROGRESS: at 21.65% examples, 209269 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:12,383 : INFO : EPOCH 1 - PROGRESS: at 21.75% examples, 209250 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:13,460 : INFO : EPOCH 1 - PROGRESS: at 21.88% examples, 209256 words/s, in_qsize 7, out_qsize 1
2020-07-17 00:12:14,529 : INFO : EPOCH 1 - PROGRESS: at 22.01% examples, 209284 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:15,573 : INFO : EPOCH 1 - PROGRESS: at 22.12% examples, 209239 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:16,642 : INFO : EPOCH 1 - PROGRESS: at 22.23% examples, 209283 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:17,652 : INFO : EPOCH 1 - PROGRESS: at 22.35% examples, 209315 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:18,681 : INFO : EPOCH 1 - PROGRESS: at 22.45% examples, 209292 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:12:19,684 : INFO : EPOCH 1 - PROGRESS: at 22.57% examples, 209296 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:20,696 : INFO : EPOCH 1 - PROGRESS: at 22.68% examples, 209303 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:21,725 : INFO : EPOCH 1 - PROGRESS: at 22.80% examples, 209301 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:22,730 : INFO : EPOCH 1 - PROGRESS: at 22.91% examples, 209313 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:23,764 : INFO : EPOCH 1 - PROGRESS: at 23.02% examples, 209309 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:24,769 : INFO : EPOCH 1 - PROGRESS: at 23.14% examples, 209321 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:25,790 : INFO : EPOCH 1 - PROGRESS: at 23.26% examples, 209328 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:26,792 : INFO : EPOCH 1 - PROGRESS: at 23.38% examples, 209349 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:27,839 : INFO : EPOCH 1 - PROGRESS: at 23.49% examples, 209309 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:28,842 : INFO : EPOCH 1 - PROGRESS: at 23.61% examples, 209316 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:12:29,862 : INFO : EPOCH 1 - PROGRESS: at 23.71% examples, 209324 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:30,877 : INFO : EPOCH 1 - PROGRESS: at 23.82% examples, 209299 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:31,902 : INFO : EPOCH 1 - PROGRESS: at 23.95% examples, 209342 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:32,928 : INFO : EPOCH 1 - PROGRESS: at 24.10% examples, 209323 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:33,937 : INFO : EPOCH 1 - PROGRESS: at 24.22% examples, 209342 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:34,944 : INFO : EPOCH 1 - PROGRESS: at 24.33% examples, 209362 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:36,009 : INFO : EPOCH 1 - PROGRESS: at 24.47% examples, 209327 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:37,022 : INFO : EPOCH 1 - PROGRESS: at 24.59% examples, 209379 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:12:38,051 : INFO : EPOCH 1 - PROGRESS: at 24.71% examples, 209351 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:39,090 : INFO : EPOCH 1 - PROGRESS: at 24.82% examples, 209334 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:40,126 : INFO : EPOCH 1 - PROGRESS: at 24.94% examples, 209338 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:41,153 : INFO : EPOCH 1 - PROGRESS: at 25.04% examples, 209315 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:42,154 : INFO : EPOCH 1 - PROGRESS: at 25.16% examples, 209377 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:43,185 : INFO : EPOCH 1 - PROGRESS: at 25.27% examples, 209348 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:44,193 : INFO : EPOCH 1 - PROGRESS: at 25.37% examples, 209388 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:45,240 : INFO : EPOCH 1 - PROGRESS: at 25.48% examples, 209370 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:46,251 : INFO : EPOCH 1 - PROGRESS: at 25.58% examples, 209342 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:47,262 : INFO : EPOCH 1 - PROGRESS: at 25.70% examples, 209372 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:48,295 : INFO : EPOCH 1 - PROGRESS: at 25.81% examples, 209348 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:49,305 : INFO : EPOCH 1 - PROGRESS: at 25.92% examples, 209386 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:50,357 : INFO : EPOCH 1 - PROGRESS: at 26.03% examples, 209355 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:51,376 : INFO : EPOCH 1 - PROGRESS: at 26.15% examples, 209389 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:52,427 : INFO : EPOCH 1 - PROGRESS: at 26.28% examples, 209383 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:53,435 : INFO : EPOCH 1 - PROGRESS: at 26.41% examples, 209406 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:54,438 : INFO : EPOCH 1 - PROGRESS: at 26.51% examples, 209345 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:55,514 : INFO : EPOCH 1 - PROGRESS: at 26.64% examples, 209373 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:56,522 : INFO : EPOCH 1 - PROGRESS: at 26.74% examples, 209385 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:57,546 : INFO : EPOCH 1 - PROGRESS: at 26.85% examples, 209370 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:58,557 : INFO : EPOCH 1 - PROGRESS: at 26.98% examples, 209381 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:12:59,558 : INFO : EPOCH 1 - PROGRESS: at 27.09% examples, 209399 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:00,566 : INFO : EPOCH 1 - PROGRESS: at 27.20% examples, 209389 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:01,609 : INFO : EPOCH 1 - PROGRESS: at 27.31% examples, 209384 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:02,654 : INFO : EPOCH 1 - PROGRESS: at 27.42% examples, 209360 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:03,660 : INFO : EPOCH 1 - PROGRESS: at 27.53% examples, 209393 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:04,696 : INFO : EPOCH 1 - PROGRESS: at 27.64% examples, 209370 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:05,707 : INFO : EPOCH 1 - PROGRESS: at 27.76% examples, 209386 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:06,722 : INFO : EPOCH 1 - PROGRESS: at 27.86% examples, 209395 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:13:07,760 : INFO : EPOCH 1 - PROGRESS: at 27.99% examples, 209376 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:08,771 : INFO : EPOCH 1 - PROGRESS: at 28.11% examples, 209388 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:09,794 : INFO : EPOCH 1 - PROGRESS: at 28.23% examples, 209404 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:10,805 : INFO : EPOCH 1 - PROGRESS: at 28.36% examples, 209400 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:11,863 : INFO : EPOCH 1 - PROGRESS: at 28.47% examples, 209383 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:12,872 : INFO : EPOCH 1 - PROGRESS: at 28.57% examples, 209390 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:13,893 : INFO : EPOCH 1 - PROGRESS: at 28.68% examples, 209407 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:14,894 : INFO : EPOCH 1 - PROGRESS: at 28.78% examples, 209384 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:15,901 : INFO : EPOCH 1 - PROGRESS: at 28.90% examples, 209401 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:13:16,905 : INFO : EPOCH 1 - PROGRESS: at 29.03% examples, 209425 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:17,906 : INFO : EPOCH 1 - PROGRESS: at 29.13% examples, 209379 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:18,921 : INFO : EPOCH 1 - PROGRESS: at 29.25% examples, 209388 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:19,985 : INFO : EPOCH 1 - PROGRESS: at 29.36% examples, 209381 words/s, in_qsize 7, out_qsize 2
2020-07-17 00:13:21,024 : INFO : EPOCH 1 - PROGRESS: at 29.47% examples, 209389 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:22,034 : INFO : EPOCH 1 - PROGRESS: at 29.57% examples, 209381 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:23,035 : INFO : EPOCH 1 - PROGRESS: at 29.67% examples, 209408 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:24,041 : INFO : EPOCH 1 - PROGRESS: at 29.77% examples, 209374 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:25,108 : INFO : EPOCH 1 - PROGRESS: at 29.89% examples, 209381 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:26,139 : INFO : EPOCH 1 - PROGRESS: at 30.00% examples, 209388 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:27,162 : INFO : EPOCH 1 - PROGRESS: at 30.12% examples, 209389 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:28,177 : INFO : EPOCH 1 - PROGRESS: at 30.22% examples, 209378 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:29,188 : INFO : EPOCH 1 - PROGRESS: at 30.34% examples, 209395 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:30,250 : INFO : EPOCH 1 - PROGRESS: at 30.45% examples, 209394 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:31,304 : INFO : EPOCH 1 - PROGRESS: at 30.56% examples, 209377 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:32,355 : INFO : EPOCH 1 - PROGRESS: at 30.67% examples, 209393 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:33,393 : INFO : EPOCH 1 - PROGRESS: at 30.79% examples, 209407 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:34,396 : INFO : EPOCH 1 - PROGRESS: at 30.91% examples, 209398 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:35,400 : INFO : EPOCH 1 - PROGRESS: at 31.03% examples, 209405 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:36,445 : INFO : EPOCH 1 - PROGRESS: at 31.15% examples, 209387 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:37,467 : INFO : EPOCH 1 - PROGRESS: at 31.27% examples, 209406 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:38,510 : INFO : EPOCH 1 - PROGRESS: at 31.38% examples, 209368 words/s, in_qsize 8, out_qsize 2
2020-07-17 00:13:39,552 : INFO : EPOCH 1 - PROGRESS: at 31.51% examples, 209404 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:13:40,557 : INFO : EPOCH 1 - PROGRESS: at 31.63% examples, 209413 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:41,584 : INFO : EPOCH 1 - PROGRESS: at 31.75% examples, 209406 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:42,617 : INFO : EPOCH 1 - PROGRESS: at 31.86% examples, 209399 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:43,644 : INFO : EPOCH 1 - PROGRESS: at 31.97% examples, 209411 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:44,655 : INFO : EPOCH 1 - PROGRESS: at 32.08% examples, 209436 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:45,671 : INFO : EPOCH 1 - PROGRESS: at 32.20% examples, 209409 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:46,679 : INFO : EPOCH 1 - PROGRESS: at 32.32% examples, 209437 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:47,714 : INFO : EPOCH 1 - PROGRESS: at 32.42% examples, 209423 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:48,733 : INFO : EPOCH 1 - PROGRESS: at 32.52% examples, 209440 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:49,780 : INFO : EPOCH 1 - PROGRESS: at 32.65% examples, 209409 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:50,812 : INFO : EPOCH 1 - PROGRESS: at 32.77% examples, 209424 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:51,840 : INFO : EPOCH 1 - PROGRESS: at 32.90% examples, 209437 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:52,842 : INFO : EPOCH 1 - PROGRESS: at 32.99% examples, 209442 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:53,876 : INFO : EPOCH 1 - PROGRESS: at 33.11% examples, 209423 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:54,900 : INFO : EPOCH 1 - PROGRESS: at 33.23% examples, 209435 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:55,904 : INFO : EPOCH 1 - PROGRESS: at 33.32% examples, 209427 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:56,907 : INFO : EPOCH 1 - PROGRESS: at 33.45% examples, 209426 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:57,930 : INFO : EPOCH 1 - PROGRESS: at 33.56% examples, 209445 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:58,948 : INFO : EPOCH 1 - PROGRESS: at 33.68% examples, 209427 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:13:59,988 : INFO : EPOCH 1 - PROGRESS: at 33.80% examples, 209419 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:01,081 : INFO : EPOCH 1 - PROGRESS: at 33.92% examples, 209419 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:02,090 : INFO : EPOCH 1 - PROGRESS: at 34.03% examples, 209430 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:03,122 : INFO : EPOCH 1 - PROGRESS: at 34.15% examples, 209446 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:04,159 : INFO : EPOCH 1 - PROGRESS: at 34.25% examples, 209443 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:05,172 : INFO : EPOCH 1 - PROGRESS: at 34.38% examples, 209445 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:14:06,174 : INFO : EPOCH 1 - PROGRESS: at 34.48% examples, 209440 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:07,177 : INFO : EPOCH 1 - PROGRESS: at 34.60% examples, 209434 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:08,189 : INFO : EPOCH 1 - PROGRESS: at 34.71% examples, 209434 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:09,190 : INFO : EPOCH 1 - PROGRESS: at 34.81% examples, 209459 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:10,195 : INFO : EPOCH 1 - PROGRESS: at 34.92% examples, 209432 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:11,196 : INFO : EPOCH 1 - PROGRESS: at 35.03% examples, 209470 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:12,271 : INFO : EPOCH 1 - PROGRESS: at 35.13% examples, 209444 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:13,329 : INFO : EPOCH 1 - PROGRESS: at 35.26% examples, 209441 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:14:14,334 : INFO : EPOCH 1 - PROGRESS: at 35.37% examples, 209477 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:15,347 : INFO : EPOCH 1 - PROGRESS: at 35.48% examples, 209457 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:16,360 : INFO : EPOCH 1 - PROGRESS: at 35.59% examples, 209442 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:17,414 : INFO : EPOCH 1 - PROGRESS: at 35.73% examples, 209444 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:18,423 : INFO : EPOCH 1 - PROGRESS: at 35.83% examples, 209454 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:19,434 : INFO : EPOCH 1 - PROGRESS: at 35.95% examples, 209448 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:20,440 : INFO : EPOCH 1 - PROGRESS: at 36.06% examples, 209452 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:21,449 : INFO : EPOCH 1 - PROGRESS: at 36.17% examples, 209457 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:22,484 : INFO : EPOCH 1 - PROGRESS: at 36.29% examples, 209450 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:23,501 : INFO : EPOCH 1 - PROGRESS: at 36.40% examples, 209477 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:24,546 : INFO : EPOCH 1 - PROGRESS: at 36.50% examples, 209454 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:14:25,571 : INFO : EPOCH 1 - PROGRESS: at 36.62% examples, 209473 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:26,575 : INFO : EPOCH 1 - PROGRESS: at 36.73% examples, 209481 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:27,599 : INFO : EPOCH 1 - PROGRESS: at 36.83% examples, 209478 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:28,618 : INFO : EPOCH 1 - PROGRESS: at 36.94% examples, 209468 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:29,620 : INFO : EPOCH 1 - PROGRESS: at 37.04% examples, 209468 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:30,636 : INFO : EPOCH 1 - PROGRESS: at 37.16% examples, 209492 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:31,669 : INFO : EPOCH 1 - PROGRESS: at 37.26% examples, 209469 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:32,673 : INFO : EPOCH 1 - PROGRESS: at 37.40% examples, 209484 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:33,706 : INFO : EPOCH 1 - PROGRESS: at 37.51% examples, 209462 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:34,707 : INFO : EPOCH 1 - PROGRESS: at 37.63% examples, 209462 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:35,758 : INFO : EPOCH 1 - PROGRESS: at 37.74% examples, 209464 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:36,772 : INFO : EPOCH 1 - PROGRESS: at 37.86% examples, 209495 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:37,828 : INFO : EPOCH 1 - PROGRESS: at 37.99% examples, 209475 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:38,857 : INFO : EPOCH 1 - PROGRESS: at 38.10% examples, 209479 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:39,870 : INFO : EPOCH 1 - PROGRESS: at 38.22% examples, 209493 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:40,890 : INFO : EPOCH 1 - PROGRESS: at 38.33% examples, 209463 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:41,890 : INFO : EPOCH 1 - PROGRESS: at 38.44% examples, 209449 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:42,905 : INFO : EPOCH 1 - PROGRESS: at 38.57% examples, 209432 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:43,908 : INFO : EPOCH 1 - PROGRESS: at 38.69% examples, 209418 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:44,912 : INFO : EPOCH 1 - PROGRESS: at 38.79% examples, 209344 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:45,985 : INFO : EPOCH 1 - PROGRESS: at 38.90% examples, 209236 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:46,996 : INFO : EPOCH 1 - PROGRESS: at 39.02% examples, 209206 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:14:48,027 : INFO : EPOCH 1 - PROGRESS: at 39.13% examples, 209210 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:49,046 : INFO : EPOCH 1 - PROGRESS: at 39.25% examples, 209186 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:50,050 : INFO : EPOCH 1 - PROGRESS: at 39.36% examples, 209204 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:51,064 : INFO : EPOCH 1 - PROGRESS: at 39.46% examples, 209195 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:52,136 : INFO : EPOCH 1 - PROGRESS: at 39.57% examples, 209190 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:53,182 : INFO : EPOCH 1 - PROGRESS: at 39.67% examples, 209199 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:54,224 : INFO : EPOCH 1 - PROGRESS: at 39.80% examples, 209201 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:55,246 : INFO : EPOCH 1 - PROGRESS: at 39.92% examples, 209210 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:56,264 : INFO : EPOCH 1 - PROGRESS: at 40.02% examples, 209190 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:57,280 : INFO : EPOCH 1 - PROGRESS: at 40.13% examples, 209220 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:14:58,306 : INFO : EPOCH 1 - PROGRESS: at 40.27% examples, 209214 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:14:59,370 : INFO : EPOCH 1 - PROGRESS: at 40.37% examples, 209204 words/s, in_qsize 8, out_qsize 1
2020-07-17 00:15:00,373 : INFO : EPOCH 1 - PROGRESS: at 40.48% examples, 209216 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:01,387 : INFO : EPOCH 1 - PROGRESS: at 40.59% examples, 209215 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:02,458 : INFO : EPOCH 1 - PROGRESS: at 40.70% examples, 209206 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:03,505 : INFO : EPOCH 1 - PROGRESS: at 40.83% examples, 209215 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:04,550 : INFO : EPOCH 1 - PROGRESS: at 40.95% examples, 209204 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:05,561 : INFO : EPOCH 1 - PROGRESS: at 41.06% examples, 209241 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:06,590 : INFO : EPOCH 1 - PROGRESS: at 41.17% examples, 209207 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:07,635 : INFO : EPOCH 1 - PROGRESS: at 41.29% examples, 209213 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:08,679 : INFO : EPOCH 1 - PROGRESS: at 41.40% examples, 209219 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:09,710 : INFO : EPOCH 1 - PROGRESS: at 41.52% examples, 209224 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:10,711 : INFO : EPOCH 1 - PROGRESS: at 41.62% examples, 209232 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:11,716 : INFO : EPOCH 1 - PROGRESS: at 41.75% examples, 209225 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:12,736 : INFO : EPOCH 1 - PROGRESS: at 41.87% examples, 209211 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:13,761 : INFO : EPOCH 1 - PROGRESS: at 41.99% examples, 209230 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:14,787 : INFO : EPOCH 1 - PROGRESS: at 42.12% examples, 209237 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:15,788 : INFO : EPOCH 1 - PROGRESS: at 42.21% examples, 209213 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:16,802 : INFO : EPOCH 1 - PROGRESS: at 42.33% examples, 209229 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:17,865 : INFO : EPOCH 1 - PROGRESS: at 42.45% examples, 209221 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:18,879 : INFO : EPOCH 1 - PROGRESS: at 42.57% examples, 209219 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:19,905 : INFO : EPOCH 1 - PROGRESS: at 42.68% examples, 209238 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:20,937 : INFO : EPOCH 1 - PROGRESS: at 42.80% examples, 209222 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:21,998 : INFO : EPOCH 1 - PROGRESS: at 42.92% examples, 209222 words/s, in_qsize 8, out_qsize 1
2020-07-17 00:15:23,019 : INFO : EPOCH 1 - PROGRESS: at 43.02% examples, 209237 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:24,025 : INFO : EPOCH 1 - PROGRESS: at 43.14% examples, 209232 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:25,040 : INFO : EPOCH 1 - PROGRESS: at 43.25% examples, 209234 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:26,048 : INFO : EPOCH 1 - PROGRESS: at 43.34% examples, 209227 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:27,070 : INFO : EPOCH 1 - PROGRESS: at 43.46% examples, 209245 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:15:28,076 : INFO : EPOCH 1 - PROGRESS: at 43.57% examples, 209241 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:29,121 : INFO : EPOCH 1 - PROGRESS: at 43.69% examples, 209247 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:30,188 : INFO : EPOCH 1 - PROGRESS: at 43.80% examples, 209225 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:31,191 : INFO : EPOCH 1 - PROGRESS: at 43.92% examples, 209240 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:32,208 : INFO : EPOCH 1 - PROGRESS: at 44.05% examples, 209248 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:33,240 : INFO : EPOCH 1 - PROGRESS: at 44.16% examples, 209254 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:34,244 : INFO : EPOCH 1 - PROGRESS: at 44.27% examples, 209235 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:35,254 : INFO : EPOCH 1 - PROGRESS: at 44.40% examples, 209256 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:36,303 : INFO : EPOCH 1 - PROGRESS: at 44.50% examples, 209238 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:37,340 : INFO : EPOCH 1 - PROGRESS: at 44.62% examples, 209247 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:38,345 : INFO : EPOCH 1 - PROGRESS: at 44.73% examples, 209244 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:39,363 : INFO : EPOCH 1 - PROGRESS: at 44.83% examples, 209260 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:40,395 : INFO : EPOCH 1 - PROGRESS: at 44.93% examples, 209251 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:41,403 : INFO : EPOCH 1 - PROGRESS: at 45.04% examples, 209262 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:15:42,429 : INFO : EPOCH 1 - PROGRESS: at 45.17% examples, 209239 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:43,434 : INFO : EPOCH 1 - PROGRESS: at 45.30% examples, 209267 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:44,470 : INFO : EPOCH 1 - PROGRESS: at 45.42% examples, 209251 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:45,479 : INFO : EPOCH 1 - PROGRESS: at 45.53% examples, 209272 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:46,491 : INFO : EPOCH 1 - PROGRESS: at 45.65% examples, 209251 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:47,518 : INFO : EPOCH 1 - PROGRESS: at 45.77% examples, 209243 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:48,527 : INFO : EPOCH 1 - PROGRESS: at 45.86% examples, 209259 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:49,626 : INFO : EPOCH 1 - PROGRESS: at 45.98% examples, 209241 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:50,661 : INFO : EPOCH 1 - PROGRESS: at 46.11% examples, 209266 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:51,686 : INFO : EPOCH 1 - PROGRESS: at 46.21% examples, 209256 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:52,689 : INFO : EPOCH 1 - PROGRESS: at 46.33% examples, 209266 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:53,768 : INFO : EPOCH 1 - PROGRESS: at 46.44% examples, 209250 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:15:54,785 : INFO : EPOCH 1 - PROGRESS: at 46.57% examples, 209261 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:15:55,788 : INFO : EPOCH 1 - PROGRESS: at 46.69% examples, 209280 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:56,800 : INFO : EPOCH 1 - PROGRESS: at 46.79% examples, 209269 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:57,806 : INFO : EPOCH 1 - PROGRESS: at 46.90% examples, 209291 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:58,865 : INFO : EPOCH 1 - PROGRESS: at 47.04% examples, 209265 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:15:59,866 : INFO : EPOCH 1 - PROGRESS: at 47.15% examples, 209280 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:00,879 : INFO : EPOCH 1 - PROGRESS: at 47.25% examples, 209287 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:01,949 : INFO : EPOCH 1 - PROGRESS: at 47.37% examples, 209260 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:02,967 : INFO : EPOCH 1 - PROGRESS: at 47.48% examples, 209283 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:04,016 : INFO : EPOCH 1 - PROGRESS: at 47.58% examples, 209259 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:05,090 : INFO : EPOCH 1 - PROGRESS: at 47.71% examples, 209258 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:06,147 : INFO : EPOCH 1 - PROGRESS: at 47.82% examples, 209262 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:07,187 : INFO : EPOCH 1 - PROGRESS: at 47.94% examples, 209275 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:08,247 : INFO : EPOCH 1 - PROGRESS: at 48.08% examples, 209273 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:09,266 : INFO : EPOCH 1 - PROGRESS: at 48.20% examples, 209275 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:10,345 : INFO : EPOCH 1 - PROGRESS: at 48.32% examples, 209268 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:11,358 : INFO : EPOCH 1 - PROGRESS: at 48.43% examples, 209278 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:12,367 : INFO : EPOCH 1 - PROGRESS: at 48.54% examples, 209270 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:16:13,376 : INFO : EPOCH 1 - PROGRESS: at 48.65% examples, 209280 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:14,379 : INFO : EPOCH 1 - PROGRESS: at 48.75% examples, 209271 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:15,402 : INFO : EPOCH 1 - PROGRESS: at 48.87% examples, 209287 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:16,435 : INFO : EPOCH 1 - PROGRESS: at 48.97% examples, 209283 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:17,493 : INFO : EPOCH 1 - PROGRESS: at 49.07% examples, 209280 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:18,504 : INFO : EPOCH 1 - PROGRESS: at 49.19% examples, 209295 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:19,525 : INFO : EPOCH 1 - PROGRESS: at 49.30% examples, 209286 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:20,544 : INFO : EPOCH 1 - PROGRESS: at 49.42% examples, 209292 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:21,576 : INFO : EPOCH 1 - PROGRESS: at 49.53% examples, 209293 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:22,653 : INFO : EPOCH 1 - PROGRESS: at 49.65% examples, 209274 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:23,693 : INFO : EPOCH 1 - PROGRESS: at 49.75% examples, 209283 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:24,705 : INFO : EPOCH 1 - PROGRESS: at 49.88% examples, 209300 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:25,713 : INFO : EPOCH 1 - PROGRESS: at 49.98% examples, 209291 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:26,722 : INFO : EPOCH 1 - PROGRESS: at 50.09% examples, 209285 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:27,769 : INFO : EPOCH 1 - PROGRESS: at 50.20% examples, 209286 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:28,800 : INFO : EPOCH 1 - PROGRESS: at 50.33% examples, 209296 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:29,817 : INFO : EPOCH 1 - PROGRESS: at 50.44% examples, 209300 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:30,818 : INFO : EPOCH 1 - PROGRESS: at 50.53% examples, 209297 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:16:31,892 : INFO : EPOCH 1 - PROGRESS: at 50.65% examples, 209280 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:32,906 : INFO : EPOCH 1 - PROGRESS: at 50.75% examples, 209295 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:33,909 : INFO : EPOCH 1 - PROGRESS: at 50.86% examples, 209287 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:34,936 : INFO : EPOCH 1 - PROGRESS: at 50.97% examples, 209304 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:16:35,940 : INFO : EPOCH 1 - PROGRESS: at 51.08% examples, 209305 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:36,958 : INFO : EPOCH 1 - PROGRESS: at 51.19% examples, 209296 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:37,983 : INFO : EPOCH 1 - PROGRESS: at 51.29% examples, 209306 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:39,022 : INFO : EPOCH 1 - PROGRESS: at 51.41% examples, 209299 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:40,034 : INFO : EPOCH 1 - PROGRESS: at 51.51% examples, 209315 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:41,071 : INFO : EPOCH 1 - PROGRESS: at 51.63% examples, 209309 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:42,108 : INFO : EPOCH 1 - PROGRESS: at 51.74% examples, 209311 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:43,125 : INFO : EPOCH 1 - PROGRESS: at 51.83% examples, 209305 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:44,126 : INFO : EPOCH 1 - PROGRESS: at 51.94% examples, 209305 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:45,149 : INFO : EPOCH 1 - PROGRESS: at 52.07% examples, 209306 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:16:46,164 : INFO : EPOCH 1 - PROGRESS: at 52.17% examples, 209311 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:47,191 : INFO : EPOCH 1 - PROGRESS: at 52.30% examples, 209306 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:48,223 : INFO : EPOCH 1 - PROGRESS: at 52.43% examples, 209305 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:16:49,224 : INFO : EPOCH 1 - PROGRESS: at 52.55% examples, 209303 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:50,245 : INFO : EPOCH 1 - PROGRESS: at 52.69% examples, 209315 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:51,275 : INFO : EPOCH 1 - PROGRESS: at 52.80% examples, 209302 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:52,279 : INFO : EPOCH 1 - PROGRESS: at 52.90% examples, 209299 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:53,341 : INFO : EPOCH 1 - PROGRESS: at 53.02% examples, 209298 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:54,342 : INFO : EPOCH 1 - PROGRESS: at 53.13% examples, 209295 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:55,362 : INFO : EPOCH 1 - PROGRESS: at 53.26% examples, 209316 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:56,444 : INFO : EPOCH 1 - PROGRESS: at 53.36% examples, 209303 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:57,450 : INFO : EPOCH 1 - PROGRESS: at 53.49% examples, 209315 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:58,457 : INFO : EPOCH 1 - PROGRESS: at 53.61% examples, 209312 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:16:59,458 : INFO : EPOCH 1 - PROGRESS: at 53.74% examples, 209323 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:17:00,501 : INFO : EPOCH 1 - PROGRESS: at 53.84% examples, 209310 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:01,517 : INFO : EPOCH 1 - PROGRESS: at 53.96% examples, 209327 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:02,569 : INFO : EPOCH 1 - PROGRESS: at 54.07% examples, 209307 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:03,576 : INFO : EPOCH 1 - PROGRESS: at 54.17% examples, 209322 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:04,582 : INFO : EPOCH 1 - PROGRESS: at 54.30% examples, 209322 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:05,585 : INFO : EPOCH 1 - PROGRESS: at 54.42% examples, 209329 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:06,646 : INFO : EPOCH 1 - PROGRESS: at 54.52% examples, 209313 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:07,646 : INFO : EPOCH 1 - PROGRESS: at 54.65% examples, 209324 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:08,721 : INFO : EPOCH 1 - PROGRESS: at 54.76% examples, 209309 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:09,768 : INFO : EPOCH 1 - PROGRESS: at 54.88% examples, 209323 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:10,769 : INFO : EPOCH 1 - PROGRESS: at 54.98% examples, 209323 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:11,775 : INFO : EPOCH 1 - PROGRESS: at 55.09% examples, 209318 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:12,845 : INFO : EPOCH 1 - PROGRESS: at 55.20% examples, 209312 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:13,866 : INFO : EPOCH 1 - PROGRESS: at 55.31% examples, 209328 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:14,868 : INFO : EPOCH 1 - PROGRESS: at 55.41% examples, 209334 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:15,922 : INFO : EPOCH 1 - PROGRESS: at 55.53% examples, 209323 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:16,940 : INFO : EPOCH 1 - PROGRESS: at 55.64% examples, 209322 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:17,948 : INFO : EPOCH 1 - PROGRESS: at 55.76% examples, 209329 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:18,958 : INFO : EPOCH 1 - PROGRESS: at 55.86% examples, 209331 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:20,007 : INFO : EPOCH 1 - PROGRESS: at 56.00% examples, 209323 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:21,056 : INFO : EPOCH 1 - PROGRESS: at 56.11% examples, 209328 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:22,103 : INFO : EPOCH 1 - PROGRESS: at 56.22% examples, 209314 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:23,145 : INFO : EPOCH 1 - PROGRESS: at 56.34% examples, 209329 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:24,163 : INFO : EPOCH 1 - PROGRESS: at 56.45% examples, 209311 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:25,194 : INFO : EPOCH 1 - PROGRESS: at 56.56% examples, 209322 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:17:26,238 : INFO : EPOCH 1 - PROGRESS: at 56.67% examples, 209310 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:27,258 : INFO : EPOCH 1 - PROGRESS: at 56.80% examples, 209333 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:28,315 : INFO : EPOCH 1 - PROGRESS: at 56.91% examples, 209309 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:29,333 : INFO : EPOCH 1 - PROGRESS: at 57.03% examples, 209315 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:17:30,336 : INFO : EPOCH 1 - PROGRESS: at 57.16% examples, 209325 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:31,397 : INFO : EPOCH 1 - PROGRESS: at 57.27% examples, 209313 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:32,410 : INFO : EPOCH 1 - PROGRESS: at 57.38% examples, 209337 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:33,421 : INFO : EPOCH 1 - PROGRESS: at 57.48% examples, 209343 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:34,501 : INFO : EPOCH 1 - PROGRESS: at 57.60% examples, 209318 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:35,518 : INFO : EPOCH 1 - PROGRESS: at 57.72% examples, 209332 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:36,552 : INFO : EPOCH 1 - PROGRESS: at 57.82% examples, 209320 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:17:37,574 : INFO : EPOCH 1 - PROGRESS: at 57.93% examples, 209339 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:38,622 : INFO : EPOCH 1 - PROGRESS: at 58.03% examples, 209316 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:39,666 : INFO : EPOCH 1 - PROGRESS: at 58.15% examples, 209319 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:40,671 : INFO : EPOCH 1 - PROGRESS: at 58.27% examples, 209324 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:41,678 : INFO : EPOCH 1 - PROGRESS: at 58.39% examples, 209320 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:42,681 : INFO : EPOCH 1 - PROGRESS: at 58.51% examples, 209316 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:43,767 : INFO : EPOCH 1 - PROGRESS: at 58.64% examples, 209313 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:44,806 : INFO : EPOCH 1 - PROGRESS: at 58.74% examples, 209322 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:45,823 : INFO : EPOCH 1 - PROGRESS: at 58.85% examples, 209322 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:46,857 : INFO : EPOCH 1 - PROGRESS: at 58.96% examples, 209321 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:47,935 : INFO : EPOCH 1 - PROGRESS: at 59.08% examples, 209322 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:48,998 : INFO : EPOCH 1 - PROGRESS: at 59.20% examples, 209318 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:50,063 : INFO : EPOCH 1 - PROGRESS: at 59.32% examples, 209307 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:51,067 : INFO : EPOCH 1 - PROGRESS: at 59.43% examples, 209328 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:52,070 : INFO : EPOCH 1 - PROGRESS: at 59.55% examples, 209319 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:53,078 : INFO : EPOCH 1 - PROGRESS: at 59.67% examples, 209312 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:54,083 : INFO : EPOCH 1 - PROGRESS: at 59.78% examples, 209329 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:55,121 : INFO : EPOCH 1 - PROGRESS: at 59.89% examples, 209318 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:56,126 : INFO : EPOCH 1 - PROGRESS: at 60.00% examples, 209322 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:57,140 : INFO : EPOCH 1 - PROGRESS: at 60.14% examples, 209336 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:58,146 : INFO : EPOCH 1 - PROGRESS: at 60.23% examples, 209329 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:17:59,192 : INFO : EPOCH 1 - PROGRESS: at 60.34% examples, 209316 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:00,220 : INFO : EPOCH 1 - PROGRESS: at 60.47% examples, 209310 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:01,314 : INFO : EPOCH 1 - PROGRESS: at 60.60% examples, 209315 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:02,328 : INFO : EPOCH 1 - PROGRESS: at 60.74% examples, 209329 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:03,369 : INFO : EPOCH 1 - PROGRESS: at 60.85% examples, 209317 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:04,424 : INFO : EPOCH 1 - PROGRESS: at 60.99% examples, 209322 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:05,439 : INFO : EPOCH 1 - PROGRESS: at 61.10% examples, 209328 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:06,500 : INFO : EPOCH 1 - PROGRESS: at 61.22% examples, 209321 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:07,501 : INFO : EPOCH 1 - PROGRESS: at 61.34% examples, 209335 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:08,515 : INFO : EPOCH 1 - PROGRESS: at 61.43% examples, 209339 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:09,526 : INFO : EPOCH 1 - PROGRESS: at 61.55% examples, 209331 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:18:10,535 : INFO : EPOCH 1 - PROGRESS: at 61.67% examples, 209326 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:11,547 : INFO : EPOCH 1 - PROGRESS: at 61.81% examples, 209328 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:12,548 : INFO : EPOCH 1 - PROGRESS: at 61.94% examples, 209323 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:13,550 : INFO : EPOCH 1 - PROGRESS: at 62.05% examples, 209336 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:14,584 : INFO : EPOCH 1 - PROGRESS: at 62.17% examples, 209318 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:15,613 : INFO : EPOCH 1 - PROGRESS: at 62.29% examples, 209324 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:16,649 : INFO : EPOCH 1 - PROGRESS: at 62.40% examples, 209319 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:17,703 : INFO : EPOCH 1 - PROGRESS: at 62.52% examples, 209311 words/s, in_qsize 7, out_qsize 1
2020-07-17 00:18:18,709 : INFO : EPOCH 1 - PROGRESS: at 62.64% examples, 209318 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:18:19,721 : INFO : EPOCH 1 - PROGRESS: at 62.77% examples, 209312 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:20,721 : INFO : EPOCH 1 - PROGRESS: at 62.90% examples, 209321 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:21,734 : INFO : EPOCH 1 - PROGRESS: at 63.01% examples, 209328 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:18:22,760 : INFO : EPOCH 1 - PROGRESS: at 63.13% examples, 209322 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:23,768 : INFO : EPOCH 1 - PROGRESS: at 63.23% examples, 209320 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:24,814 : INFO : EPOCH 1 - PROGRESS: at 63.34% examples, 209320 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:25,825 : INFO : EPOCH 1 - PROGRESS: at 63.45% examples, 209318 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:26,892 : INFO : EPOCH 1 - PROGRESS: at 63.56% examples, 209310 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:18:27,953 : INFO : EPOCH 1 - PROGRESS: at 63.67% examples, 209315 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:28,979 : INFO : EPOCH 1 - PROGRESS: at 63.80% examples, 209333 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:30,014 : INFO : EPOCH 1 - PROGRESS: at 63.89% examples, 209312 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:31,046 : INFO : EPOCH 1 - PROGRESS: at 64.00% examples, 209317 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:32,053 : INFO : EPOCH 1 - PROGRESS: at 64.12% examples, 209326 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:33,102 : INFO : EPOCH 1 - PROGRESS: at 64.22% examples, 209314 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:34,115 : INFO : EPOCH 1 - PROGRESS: at 64.32% examples, 209316 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:35,132 : INFO : EPOCH 1 - PROGRESS: at 64.45% examples, 209323 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:36,144 : INFO : EPOCH 1 - PROGRESS: at 64.55% examples, 209314 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:18:37,172 : INFO : EPOCH 1 - PROGRESS: at 64.66% examples, 209310 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:38,193 : INFO : EPOCH 1 - PROGRESS: at 64.78% examples, 209323 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:39,213 : INFO : EPOCH 1 - PROGRESS: at 64.90% examples, 209322 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:40,216 : INFO : EPOCH 1 - PROGRESS: at 65.03% examples, 209327 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:18:41,228 : INFO : EPOCH 1 - PROGRESS: at 65.13% examples, 209329 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:18:42,246 : INFO : EPOCH 1 - PROGRESS: at 65.26% examples, 209324 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:43,248 : INFO : EPOCH 1 - PROGRESS: at 65.38% examples, 209326 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:44,284 : INFO : EPOCH 1 - PROGRESS: at 65.49% examples, 209327 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:45,301 : INFO : EPOCH 1 - PROGRESS: at 65.59% examples, 209326 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:46,328 : INFO : EPOCH 1 - PROGRESS: at 65.72% examples, 209339 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:47,332 : INFO : EPOCH 1 - PROGRESS: at 65.84% examples, 209336 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:48,343 : INFO : EPOCH 1 - PROGRESS: at 65.94% examples, 209336 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:49,352 : INFO : EPOCH 1 - PROGRESS: at 66.05% examples, 209321 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:50,363 : INFO : EPOCH 1 - PROGRESS: at 66.17% examples, 209335 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:51,410 : INFO : EPOCH 1 - PROGRESS: at 66.28% examples, 209322 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:52,413 : INFO : EPOCH 1 - PROGRESS: at 66.41% examples, 209319 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:53,502 : INFO : EPOCH 1 - PROGRESS: at 66.53% examples, 209318 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:54,511 : INFO : EPOCH 1 - PROGRESS: at 66.64% examples, 209335 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:55,524 : INFO : EPOCH 1 - PROGRESS: at 66.74% examples, 209333 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:56,558 : INFO : EPOCH 1 - PROGRESS: at 66.87% examples, 209335 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:57,565 : INFO : EPOCH 1 - PROGRESS: at 66.98% examples, 209339 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:58,584 : INFO : EPOCH 1 - PROGRESS: at 67.09% examples, 209334 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:18:59,602 : INFO : EPOCH 1 - PROGRESS: at 67.22% examples, 209336 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:00,618 : INFO : EPOCH 1 - PROGRESS: at 67.35% examples, 209332 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:01,655 : INFO : EPOCH 1 - PROGRESS: at 67.46% examples, 209336 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:02,713 : INFO : EPOCH 1 - PROGRESS: at 67.58% examples, 209326 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:03,766 : INFO : EPOCH 1 - PROGRESS: at 67.70% examples, 209327 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:04,788 : INFO : EPOCH 1 - PROGRESS: at 67.80% examples, 209323 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:05,825 : INFO : EPOCH 1 - PROGRESS: at 67.92% examples, 209325 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:06,835 : INFO : EPOCH 1 - PROGRESS: at 68.04% examples, 209338 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:07,862 : INFO : EPOCH 1 - PROGRESS: at 68.17% examples, 209336 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:08,877 : INFO : EPOCH 1 - PROGRESS: at 68.28% examples, 209348 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:09,898 : INFO : EPOCH 1 - PROGRESS: at 68.39% examples, 209339 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:10,905 : INFO : EPOCH 1 - PROGRESS: at 68.50% examples, 209338 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:11,913 : INFO : EPOCH 1 - PROGRESS: at 68.61% examples, 209313 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:12,968 : INFO : EPOCH 1 - PROGRESS: at 68.73% examples, 209312 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:14,005 : INFO : EPOCH 1 - PROGRESS: at 68.85% examples, 209316 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:15,036 : INFO : EPOCH 1 - PROGRESS: at 68.95% examples, 209302 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:16,039 : INFO : EPOCH 1 - PROGRESS: at 69.04% examples, 209305 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:17,051 : INFO : EPOCH 1 - PROGRESS: at 69.15% examples, 209316 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:18,075 : INFO : EPOCH 1 - PROGRESS: at 69.26% examples, 209307 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:19,079 : INFO : EPOCH 1 - PROGRESS: at 69.38% examples, 209305 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:20,108 : INFO : EPOCH 1 - PROGRESS: at 69.51% examples, 209292 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:21,139 : INFO : EPOCH 1 - PROGRESS: at 69.62% examples, 209291 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:22,150 : INFO : EPOCH 1 - PROGRESS: at 69.74% examples, 209285 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:23,174 : INFO : EPOCH 1 - PROGRESS: at 69.85% examples, 209285 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:24,234 : INFO : EPOCH 1 - PROGRESS: at 69.97% examples, 209285 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:25,280 : INFO : EPOCH 1 - PROGRESS: at 70.08% examples, 209279 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:26,356 : INFO : EPOCH 1 - PROGRESS: at 70.18% examples, 209210 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:27,371 : INFO : EPOCH 1 - PROGRESS: at 70.28% examples, 209170 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:28,389 : INFO : EPOCH 1 - PROGRESS: at 70.38% examples, 209167 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:29,427 : INFO : EPOCH 1 - PROGRESS: at 70.51% examples, 209165 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:30,520 : INFO : EPOCH 1 - PROGRESS: at 70.64% examples, 209159 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:31,524 : INFO : EPOCH 1 - PROGRESS: at 70.76% examples, 209175 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:32,577 : INFO : EPOCH 1 - PROGRESS: at 70.87% examples, 209168 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:33,585 : INFO : EPOCH 1 - PROGRESS: at 70.98% examples, 209169 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:34,621 : INFO : EPOCH 1 - PROGRESS: at 71.10% examples, 209179 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:35,626 : INFO : EPOCH 1 - PROGRESS: at 71.22% examples, 209174 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:36,627 : INFO : EPOCH 1 - PROGRESS: at 71.32% examples, 209166 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:37,659 : INFO : EPOCH 1 - PROGRESS: at 71.41% examples, 209173 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:38,671 : INFO : EPOCH 1 - PROGRESS: at 71.54% examples, 209179 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:39,741 : INFO : EPOCH 1 - PROGRESS: at 71.66% examples, 209168 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:40,745 : INFO : EPOCH 1 - PROGRESS: at 71.78% examples, 209176 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:41,760 : INFO : EPOCH 1 - PROGRESS: at 71.89% examples, 209184 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:42,808 : INFO : EPOCH 1 - PROGRESS: at 72.02% examples, 209171 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:43,842 : INFO : EPOCH 1 - PROGRESS: at 72.14% examples, 209179 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:44,848 : INFO : EPOCH 1 - PROGRESS: at 72.24% examples, 209176 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:45,862 : INFO : EPOCH 1 - PROGRESS: at 72.37% examples, 209174 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:46,862 : INFO : EPOCH 1 - PROGRESS: at 72.47% examples, 209182 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:47,893 : INFO : EPOCH 1 - PROGRESS: at 72.58% examples, 209180 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:48,901 : INFO : EPOCH 1 - PROGRESS: at 72.71% examples, 209191 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:49,939 : INFO : EPOCH 1 - PROGRESS: at 72.82% examples, 209179 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:50,942 : INFO : EPOCH 1 - PROGRESS: at 72.94% examples, 209183 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:51,950 : INFO : EPOCH 1 - PROGRESS: at 73.07% examples, 209171 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:53,007 : INFO : EPOCH 1 - PROGRESS: at 73.19% examples, 209165 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:54,063 : INFO : EPOCH 1 - PROGRESS: at 73.31% examples, 209176 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:55,091 : INFO : EPOCH 1 - PROGRESS: at 73.44% examples, 209183 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:56,156 : INFO : EPOCH 1 - PROGRESS: at 73.57% examples, 209174 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:57,211 : INFO : EPOCH 1 - PROGRESS: at 73.68% examples, 209171 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:58,264 : INFO : EPOCH 1 - PROGRESS: at 73.78% examples, 209175 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:19:59,289 : INFO : EPOCH 1 - PROGRESS: at 73.90% examples, 209172 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:00,353 : INFO : EPOCH 1 - PROGRESS: at 74.02% examples, 209177 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:01,357 : INFO : EPOCH 1 - PROGRESS: at 74.13% examples, 209179 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:02,367 : INFO : EPOCH 1 - PROGRESS: at 74.24% examples, 209189 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:03,384 : INFO : EPOCH 1 - PROGRESS: at 74.35% examples, 209181 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:04,396 : INFO : EPOCH 1 - PROGRESS: at 74.46% examples, 209174 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:05,454 : INFO : EPOCH 1 - PROGRESS: at 74.60% examples, 209183 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:06,477 : INFO : EPOCH 1 - PROGRESS: at 74.71% examples, 209186 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:07,540 : INFO : EPOCH 1 - PROGRESS: at 74.82% examples, 209179 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:08,563 : INFO : EPOCH 1 - PROGRESS: at 74.95% examples, 209179 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:09,603 : INFO : EPOCH 1 - PROGRESS: at 75.07% examples, 209181 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:10,632 : INFO : EPOCH 1 - PROGRESS: at 75.17% examples, 209184 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:11,679 : INFO : EPOCH 1 - PROGRESS: at 75.29% examples, 209182 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:12,689 : INFO : EPOCH 1 - PROGRESS: at 75.40% examples, 209188 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:13,708 : INFO : EPOCH 1 - PROGRESS: at 75.53% examples, 209180 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:14,711 : INFO : EPOCH 1 - PROGRESS: at 75.63% examples, 209185 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:15,712 : INFO : EPOCH 1 - PROGRESS: at 75.76% examples, 209188 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:16,723 : INFO : EPOCH 1 - PROGRESS: at 75.86% examples, 209185 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:17,770 : INFO : EPOCH 1 - PROGRESS: at 75.99% examples, 209185 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:18,849 : INFO : EPOCH 1 - PROGRESS: at 76.12% examples, 209181 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:20:19,898 : INFO : EPOCH 1 - PROGRESS: at 76.22% examples, 209188 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:20,902 : INFO : EPOCH 1 - PROGRESS: at 76.34% examples, 209186 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:21,906 : INFO : EPOCH 1 - PROGRESS: at 76.48% examples, 209191 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:22,998 : INFO : EPOCH 1 - PROGRESS: at 76.58% examples, 209176 words/s, in_qsize 5, out_qsize 2
2020-07-17 00:20:24,090 : INFO : EPOCH 1 - PROGRESS: at 76.70% examples, 209173 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:25,156 : INFO : EPOCH 1 - PROGRESS: at 76.82% examples, 209175 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:26,172 : INFO : EPOCH 1 - PROGRESS: at 76.94% examples, 209179 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:27,218 : INFO : EPOCH 1 - PROGRESS: at 77.04% examples, 209171 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:20:28,240 : INFO : EPOCH 1 - PROGRESS: at 77.16% examples, 209179 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:29,268 : INFO : EPOCH 1 - PROGRESS: at 77.26% examples, 209178 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:30,279 : INFO : EPOCH 1 - PROGRESS: at 77.37% examples, 209178 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:31,290 : INFO : EPOCH 1 - PROGRESS: at 77.48% examples, 209173 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:32,320 : INFO : EPOCH 1 - PROGRESS: at 77.59% examples, 209179 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:33,351 : INFO : EPOCH 1 - PROGRESS: at 77.71% examples, 209187 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:34,367 : INFO : EPOCH 1 - PROGRESS: at 77.80% examples, 209176 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:35,382 : INFO : EPOCH 1 - PROGRESS: at 77.92% examples, 209180 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:36,384 : INFO : EPOCH 1 - PROGRESS: at 78.05% examples, 209190 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:37,402 : INFO : EPOCH 1 - PROGRESS: at 78.18% examples, 209186 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:38,412 : INFO : EPOCH 1 - PROGRESS: at 78.29% examples, 209183 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:39,414 : INFO : EPOCH 1 - PROGRESS: at 78.41% examples, 209193 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:40,442 : INFO : EPOCH 1 - PROGRESS: at 78.52% examples, 209182 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:41,445 : INFO : EPOCH 1 - PROGRESS: at 78.65% examples, 209186 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:20:42,458 : INFO : EPOCH 1 - PROGRESS: at 78.76% examples, 209185 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:43,475 : INFO : EPOCH 1 - PROGRESS: at 78.88% examples, 209194 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:44,481 : INFO : EPOCH 1 - PROGRESS: at 79.00% examples, 209186 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:45,488 : INFO : EPOCH 1 - PROGRESS: at 79.13% examples, 209182 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:46,542 : INFO : EPOCH 1 - PROGRESS: at 79.26% examples, 209185 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:47,568 : INFO : EPOCH 1 - PROGRESS: at 79.36% examples, 209191 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:48,597 : INFO : EPOCH 1 - PROGRESS: at 79.49% examples, 209186 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:49,615 : INFO : EPOCH 1 - PROGRESS: at 79.60% examples, 209185 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:50,616 : INFO : EPOCH 1 - PROGRESS: at 79.72% examples, 209196 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:51,623 : INFO : EPOCH 1 - PROGRESS: at 79.82% examples, 209198 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:52,630 : INFO : EPOCH 1 - PROGRESS: at 79.95% examples, 209194 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:53,639 : INFO : EPOCH 1 - PROGRESS: at 80.06% examples, 209191 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:54,644 : INFO : EPOCH 1 - PROGRESS: at 80.17% examples, 209204 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:55,649 : INFO : EPOCH 1 - PROGRESS: at 80.27% examples, 209207 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:56,656 : INFO : EPOCH 1 - PROGRESS: at 80.37% examples, 209194 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:57,693 : INFO : EPOCH 1 - PROGRESS: at 80.48% examples, 209195 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:58,715 : INFO : EPOCH 1 - PROGRESS: at 80.60% examples, 209193 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:20:59,741 : INFO : EPOCH 1 - PROGRESS: at 80.71% examples, 209201 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:00,781 : INFO : EPOCH 1 - PROGRESS: at 80.83% examples, 209192 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:01,785 : INFO : EPOCH 1 - PROGRESS: at 80.95% examples, 209200 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:21:02,818 : INFO : EPOCH 1 - PROGRESS: at 81.05% examples, 209193 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:03,852 : INFO : EPOCH 1 - PROGRESS: at 81.16% examples, 209187 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:04,905 : INFO : EPOCH 1 - PROGRESS: at 81.29% examples, 209197 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:05,919 : INFO : EPOCH 1 - PROGRESS: at 81.42% examples, 209192 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:06,951 : INFO : EPOCH 1 - PROGRESS: at 81.53% examples, 209202 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:07,954 : INFO : EPOCH 1 - PROGRESS: at 81.64% examples, 209197 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:08,971 : INFO : EPOCH 1 - PROGRESS: at 81.72% examples, 209199 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:09,989 : INFO : EPOCH 1 - PROGRESS: at 81.84% examples, 209193 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:11,074 : INFO : EPOCH 1 - PROGRESS: at 81.97% examples, 209195 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:12,083 : INFO : EPOCH 1 - PROGRESS: at 82.12% examples, 209206 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:13,100 : INFO : EPOCH 1 - PROGRESS: at 82.22% examples, 209206 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:14,167 : INFO : EPOCH 1 - PROGRESS: at 82.35% examples, 209190 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:15,180 : INFO : EPOCH 1 - PROGRESS: at 82.46% examples, 209202 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:16,202 : INFO : EPOCH 1 - PROGRESS: at 82.60% examples, 209205 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:21:17,228 : INFO : EPOCH 1 - PROGRESS: at 82.71% examples, 209192 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:18,236 : INFO : EPOCH 1 - PROGRESS: at 82.84% examples, 209207 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:19,246 : INFO : EPOCH 1 - PROGRESS: at 82.94% examples, 209206 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:20,268 : INFO : EPOCH 1 - PROGRESS: at 83.04% examples, 209207 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:21,327 : INFO : EPOCH 1 - PROGRESS: at 83.17% examples, 209202 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:21:22,351 : INFO : EPOCH 1 - PROGRESS: at 83.27% examples, 209208 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:23,381 : INFO : EPOCH 1 - PROGRESS: at 83.38% examples, 209200 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:24,440 : INFO : EPOCH 1 - PROGRESS: at 83.49% examples, 209199 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:25,441 : INFO : EPOCH 1 - PROGRESS: at 83.61% examples, 209204 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:26,445 : INFO : EPOCH 1 - PROGRESS: at 83.74% examples, 209211 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:27,486 : INFO : EPOCH 1 - PROGRESS: at 83.85% examples, 209209 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:28,487 : INFO : EPOCH 1 - PROGRESS: at 83.96% examples, 209206 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:29,497 : INFO : EPOCH 1 - PROGRESS: at 84.07% examples, 209205 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:30,521 : INFO : EPOCH 1 - PROGRESS: at 84.17% examples, 209209 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:31,564 : INFO : EPOCH 1 - PROGRESS: at 84.28% examples, 209199 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:32,602 : INFO : EPOCH 1 - PROGRESS: at 84.41% examples, 209209 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:33,620 : INFO : EPOCH 1 - PROGRESS: at 84.52% examples, 209212 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:34,622 : INFO : EPOCH 1 - PROGRESS: at 84.63% examples, 209211 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:35,732 : INFO : EPOCH 1 - PROGRESS: at 84.76% examples, 209198 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:36,778 : INFO : EPOCH 1 - PROGRESS: at 84.86% examples, 209202 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:37,780 : INFO : EPOCH 1 - PROGRESS: at 84.97% examples, 209199 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:38,782 : INFO : EPOCH 1 - PROGRESS: at 85.08% examples, 209215 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:39,857 : INFO : EPOCH 1 - PROGRESS: at 85.20% examples, 209208 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:40,860 : INFO : EPOCH 1 - PROGRESS: at 85.31% examples, 209222 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:41,927 : INFO : EPOCH 1 - PROGRESS: at 85.43% examples, 209208 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:42,987 : INFO : EPOCH 1 - PROGRESS: at 85.56% examples, 209208 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:44,056 : INFO : EPOCH 1 - PROGRESS: at 85.70% examples, 209206 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:45,061 : INFO : EPOCH 1 - PROGRESS: at 85.81% examples, 209216 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:21:46,084 : INFO : EPOCH 1 - PROGRESS: at 85.94% examples, 209212 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:47,090 : INFO : EPOCH 1 - PROGRESS: at 86.05% examples, 209214 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:48,132 : INFO : EPOCH 1 - PROGRESS: at 86.16% examples, 209209 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:49,150 : INFO : EPOCH 1 - PROGRESS: at 86.27% examples, 209212 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:21:50,163 : INFO : EPOCH 1 - PROGRESS: at 86.37% examples, 209215 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:51,230 : INFO : EPOCH 1 - PROGRESS: at 86.47% examples, 209212 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:52,238 : INFO : EPOCH 1 - PROGRESS: at 86.58% examples, 209214 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:53,269 : INFO : EPOCH 1 - PROGRESS: at 86.70% examples, 209216 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:54,293 : INFO : EPOCH 1 - PROGRESS: at 86.81% examples, 209211 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:55,293 : INFO : EPOCH 1 - PROGRESS: at 86.92% examples, 209211 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:56,326 : INFO : EPOCH 1 - PROGRESS: at 87.03% examples, 209211 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:57,340 : INFO : EPOCH 1 - PROGRESS: at 87.14% examples, 209210 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:58,348 : INFO : EPOCH 1 - PROGRESS: at 87.25% examples, 209220 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:21:59,356 : INFO : EPOCH 1 - PROGRESS: at 87.36% examples, 209215 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:00,411 : INFO : EPOCH 1 - PROGRESS: at 87.48% examples, 209214 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:01,420 : INFO : EPOCH 1 - PROGRESS: at 87.60% examples, 209203 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:02,448 : INFO : EPOCH 1 - PROGRESS: at 87.70% examples, 209214 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:03,493 : INFO : EPOCH 1 - PROGRESS: at 87.80% examples, 209213 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:04,519 : INFO : EPOCH 1 - PROGRESS: at 87.91% examples, 209212 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:22:05,551 : INFO : EPOCH 1 - PROGRESS: at 88.04% examples, 209218 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:06,597 : INFO : EPOCH 1 - PROGRESS: at 88.16% examples, 209209 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:07,599 : INFO : EPOCH 1 - PROGRESS: at 88.29% examples, 209220 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:08,651 : INFO : EPOCH 1 - PROGRESS: at 88.40% examples, 209213 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:09,688 : INFO : EPOCH 1 - PROGRESS: at 88.53% examples, 209213 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:10,688 : INFO : EPOCH 1 - PROGRESS: at 88.63% examples, 209217 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:11,716 : INFO : EPOCH 1 - PROGRESS: at 88.75% examples, 209217 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:12,764 : INFO : EPOCH 1 - PROGRESS: at 88.86% examples, 209215 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:13,768 : INFO : EPOCH 1 - PROGRESS: at 88.97% examples, 209219 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:14,793 : INFO : EPOCH 1 - PROGRESS: at 89.10% examples, 209218 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:15,801 : INFO : EPOCH 1 - PROGRESS: at 89.20% examples, 209211 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:16,804 : INFO : EPOCH 1 - PROGRESS: at 89.30% examples, 209211 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:17,817 : INFO : EPOCH 1 - PROGRESS: at 89.43% examples, 209208 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:18,887 : INFO : EPOCH 1 - PROGRESS: at 89.55% examples, 209211 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:19,916 : INFO : EPOCH 1 - PROGRESS: at 89.64% examples, 209216 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:20,956 : INFO : EPOCH 1 - PROGRESS: at 89.74% examples, 209220 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:21,962 : INFO : EPOCH 1 - PROGRESS: at 89.87% examples, 209225 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:22,963 : INFO : EPOCH 1 - PROGRESS: at 89.97% examples, 209214 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:24,021 : INFO : EPOCH 1 - PROGRESS: at 90.07% examples, 209218 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:25,047 : INFO : EPOCH 1 - PROGRESS: at 90.20% examples, 209217 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:26,081 : INFO : EPOCH 1 - PROGRESS: at 90.31% examples, 209218 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:27,096 : INFO : EPOCH 1 - PROGRESS: at 90.43% examples, 209219 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:28,099 : INFO : EPOCH 1 - PROGRESS: at 90.54% examples, 209222 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:29,156 : INFO : EPOCH 1 - PROGRESS: at 90.67% examples, 209216 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:30,173 : INFO : EPOCH 1 - PROGRESS: at 90.78% examples, 209223 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:31,212 : INFO : EPOCH 1 - PROGRESS: at 90.90% examples, 209217 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:32,213 : INFO : EPOCH 1 - PROGRESS: at 91.00% examples, 209228 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:33,249 : INFO : EPOCH 1 - PROGRESS: at 91.11% examples, 209221 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:34,285 : INFO : EPOCH 1 - PROGRESS: at 91.23% examples, 209216 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:35,302 : INFO : EPOCH 1 - PROGRESS: at 91.35% examples, 209225 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:36,314 : INFO : EPOCH 1 - PROGRESS: at 91.45% examples, 209218 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:37,320 : INFO : EPOCH 1 - PROGRESS: at 91.56% examples, 209225 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:38,323 : INFO : EPOCH 1 - PROGRESS: at 91.67% examples, 209213 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:22:39,335 : INFO : EPOCH 1 - PROGRESS: at 91.77% examples, 209221 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:40,342 : INFO : EPOCH 1 - PROGRESS: at 91.88% examples, 209219 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:41,346 : INFO : EPOCH 1 - PROGRESS: at 91.99% examples, 209223 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:42,365 : INFO : EPOCH 1 - PROGRESS: at 92.11% examples, 209225 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:22:43,387 : INFO : EPOCH 1 - PROGRESS: at 92.25% examples, 209216 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:44,394 : INFO : EPOCH 1 - PROGRESS: at 92.35% examples, 209224 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:45,401 : INFO : EPOCH 1 - PROGRESS: at 92.46% examples, 209225 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:46,417 : INFO : EPOCH 1 - PROGRESS: at 92.58% examples, 209226 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:22:47,424 : INFO : EPOCH 1 - PROGRESS: at 92.69% examples, 209229 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:48,449 : INFO : EPOCH 1 - PROGRESS: at 92.80% examples, 209223 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:49,465 : INFO : EPOCH 1 - PROGRESS: at 92.89% examples, 209222 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:50,519 : INFO : EPOCH 1 - PROGRESS: at 93.01% examples, 209218 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:51,522 : INFO : EPOCH 1 - PROGRESS: at 93.12% examples, 209225 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:52,524 : INFO : EPOCH 1 - PROGRESS: at 93.23% examples, 209227 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:53,600 : INFO : EPOCH 1 - PROGRESS: at 93.34% examples, 209218 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:54,609 : INFO : EPOCH 1 - PROGRESS: at 93.46% examples, 209217 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:22:55,660 : INFO : EPOCH 1 - PROGRESS: at 93.59% examples, 209223 words/s, in_qsize 8, out_qsize 1
2020-07-17 00:22:56,684 : INFO : EPOCH 1 - PROGRESS: at 93.70% examples, 209219 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:57,692 : INFO : EPOCH 1 - PROGRESS: at 93.80% examples, 209231 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:58,755 : INFO : EPOCH 1 - PROGRESS: at 93.92% examples, 209223 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:22:59,792 : INFO : EPOCH 1 - PROGRESS: at 94.05% examples, 209227 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:00,845 : INFO : EPOCH 1 - PROGRESS: at 94.18% examples, 209223 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:01,891 : INFO : EPOCH 1 - PROGRESS: at 94.31% examples, 209226 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:02,950 : INFO : EPOCH 1 - PROGRESS: at 94.42% examples, 209223 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:03,969 : INFO : EPOCH 1 - PROGRESS: at 94.53% examples, 209223 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:04,989 : INFO : EPOCH 1 - PROGRESS: at 94.64% examples, 209231 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:23:06,023 : INFO : EPOCH 1 - PROGRESS: at 94.76% examples, 209226 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:07,023 : INFO : EPOCH 1 - PROGRESS: at 94.88% examples, 209231 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:08,055 : INFO : EPOCH 1 - PROGRESS: at 94.97% examples, 209230 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:09,056 : INFO : EPOCH 1 - PROGRESS: at 95.08% examples, 209233 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:10,077 : INFO : EPOCH 1 - PROGRESS: at 95.19% examples, 209233 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:11,081 : INFO : EPOCH 1 - PROGRESS: at 95.28% examples, 209235 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:12,102 : INFO : EPOCH 1 - PROGRESS: at 95.39% examples, 209230 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:13,106 : INFO : EPOCH 1 - PROGRESS: at 95.51% examples, 209235 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:14,113 : INFO : EPOCH 1 - PROGRESS: at 95.64% examples, 209233 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:15,121 : INFO : EPOCH 1 - PROGRESS: at 95.75% examples, 209229 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:16,162 : INFO : EPOCH 1 - PROGRESS: at 95.87% examples, 209230 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:17,192 : INFO : EPOCH 1 - PROGRESS: at 95.99% examples, 209233 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:18,317 : INFO : EPOCH 1 - PROGRESS: at 96.11% examples, 209224 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:19,344 : INFO : EPOCH 1 - PROGRESS: at 96.22% examples, 209234 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:20,378 : INFO : EPOCH 1 - PROGRESS: at 96.35% examples, 209232 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:21,431 : INFO : EPOCH 1 - PROGRESS: at 96.47% examples, 209235 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:23:22,447 : INFO : EPOCH 1 - PROGRESS: at 96.59% examples, 209238 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:23,472 : INFO : EPOCH 1 - PROGRESS: at 96.71% examples, 209233 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:24,497 : INFO : EPOCH 1 - PROGRESS: at 96.82% examples, 209236 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:25,513 : INFO : EPOCH 1 - PROGRESS: at 96.93% examples, 209236 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:26,515 : INFO : EPOCH 1 - PROGRESS: at 97.03% examples, 209233 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:27,602 : INFO : EPOCH 1 - PROGRESS: at 97.16% examples, 209236 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:28,646 : INFO : EPOCH 1 - PROGRESS: at 97.27% examples, 209238 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:23:29,674 : INFO : EPOCH 1 - PROGRESS: at 97.40% examples, 209246 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:30,688 : INFO : EPOCH 1 - PROGRESS: at 97.52% examples, 209247 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:31,699 : INFO : EPOCH 1 - PROGRESS: at 97.64% examples, 209248 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:32,712 : INFO : EPOCH 1 - PROGRESS: at 97.76% examples, 209244 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:33,757 : INFO : EPOCH 1 - PROGRESS: at 97.86% examples, 209243 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:23:34,772 : INFO : EPOCH 1 - PROGRESS: at 97.97% examples, 209246 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:35,806 : INFO : EPOCH 1 - PROGRESS: at 98.10% examples, 209240 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:36,807 : INFO : EPOCH 1 - PROGRESS: at 98.20% examples, 209247 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:37,901 : INFO : EPOCH 1 - PROGRESS: at 98.31% examples, 209236 words/s, in_qsize 7, out_qsize 1
2020-07-17 00:23:38,903 : INFO : EPOCH 1 - PROGRESS: at 98.42% examples, 209242 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:39,931 : INFO : EPOCH 1 - PROGRESS: at 98.54% examples, 209236 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:23:40,982 : INFO : EPOCH 1 - PROGRESS: at 98.65% examples, 209239 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:42,040 : INFO : EPOCH 1 - PROGRESS: at 98.78% examples, 209243 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:43,055 : INFO : EPOCH 1 - PROGRESS: at 98.88% examples, 209236 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:44,115 : INFO : EPOCH 1 - PROGRESS: at 98.98% examples, 209232 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:45,119 : INFO : EPOCH 1 - PROGRESS: at 99.10% examples, 209237 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:46,156 : INFO : EPOCH 1 - PROGRESS: at 99.21% examples, 209231 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:47,183 : INFO : EPOCH 1 - PROGRESS: at 99.32% examples, 209225 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:48,217 : INFO : EPOCH 1 - PROGRESS: at 99.44% examples, 209225 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:49,224 : INFO : EPOCH 1 - PROGRESS: at 99.54% examples, 209230 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:50,232 : INFO : EPOCH 1 - PROGRESS: at 99.64% examples, 209229 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:51,234 : INFO : EPOCH 1 - PROGRESS: at 99.74% examples, 209222 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:52,264 : INFO : EPOCH 1 - PROGRESS: at 99.85% examples, 209219 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:53,269 : INFO : EPOCH 1 - PROGRESS: at 99.96% examples, 209214 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:53,618 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 00:23:53,642 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 00:23:53,647 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 00:23:53,659 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 00:23:53,660 : INFO : EPOCH - 1 : training on 248038538 raw words (187743419 effective words) took 897.4s, 209207 effective words/s
2020-07-17 00:23:54,698 : INFO : EPOCH 2 - PROGRESS: at 0.09% examples, 160545 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:55,737 : INFO : EPOCH 2 - PROGRESS: at 0.19% examples, 171362 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:56,754 : INFO : EPOCH 2 - PROGRESS: at 0.30% examples, 186363 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:57,775 : INFO : EPOCH 2 - PROGRESS: at 0.40% examples, 189732 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:58,821 : INFO : EPOCH 2 - PROGRESS: at 0.51% examples, 194345 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:23:59,835 : INFO : EPOCH 2 - PROGRESS: at 0.62% examples, 197615 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:00,869 : INFO : EPOCH 2 - PROGRESS: at 0.71% examples, 198032 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:01,903 : INFO : EPOCH 2 - PROGRESS: at 0.84% examples, 200177 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:02,912 : INFO : EPOCH 2 - PROGRESS: at 0.95% examples, 200784 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:03,944 : INFO : EPOCH 2 - PROGRESS: at 1.08% examples, 201732 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:04,984 : INFO : EPOCH 2 - PROGRESS: at 1.19% examples, 202600 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:06,004 : INFO : EPOCH 2 - PROGRESS: at 1.30% examples, 203401 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:07,029 : INFO : EPOCH 2 - PROGRESS: at 1.41% examples, 203427 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:08,076 : INFO : EPOCH 2 - PROGRESS: at 1.53% examples, 203922 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:24:09,097 : INFO : EPOCH 2 - PROGRESS: at 1.64% examples, 204096 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:10,103 : INFO : EPOCH 2 - PROGRESS: at 1.76% examples, 204604 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:11,113 : INFO : EPOCH 2 - PROGRESS: at 1.87% examples, 205057 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:12,118 : INFO : EPOCH 2 - PROGRESS: at 1.97% examples, 205045 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:13,182 : INFO : EPOCH 2 - PROGRESS: at 2.08% examples, 205106 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:24:14,218 : INFO : EPOCH 2 - PROGRESS: at 2.20% examples, 205562 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:15,292 : INFO : EPOCH 2 - PROGRESS: at 2.31% examples, 205524 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:16,294 : INFO : EPOCH 2 - PROGRESS: at 2.42% examples, 206139 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:17,309 : INFO : EPOCH 2 - PROGRESS: at 2.54% examples, 205957 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:18,334 : INFO : EPOCH 2 - PROGRESS: at 2.66% examples, 206207 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:19,395 : INFO : EPOCH 2 - PROGRESS: at 2.78% examples, 206337 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:20,413 : INFO : EPOCH 2 - PROGRESS: at 2.88% examples, 206542 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:21,431 : INFO : EPOCH 2 - PROGRESS: at 3.00% examples, 206852 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:22,454 : INFO : EPOCH 2 - PROGRESS: at 3.11% examples, 206883 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:23,467 : INFO : EPOCH 2 - PROGRESS: at 3.21% examples, 206735 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:24,487 : INFO : EPOCH 2 - PROGRESS: at 3.33% examples, 206851 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:25,511 : INFO : EPOCH 2 - PROGRESS: at 3.45% examples, 206894 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:26,525 : INFO : EPOCH 2 - PROGRESS: at 3.58% examples, 207080 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:27,543 : INFO : EPOCH 2 - PROGRESS: at 3.68% examples, 207022 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:28,557 : INFO : EPOCH 2 - PROGRESS: at 3.79% examples, 207466 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:29,560 : INFO : EPOCH 2 - PROGRESS: at 3.90% examples, 207272 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:30,585 : INFO : EPOCH 2 - PROGRESS: at 4.01% examples, 207359 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:31,618 : INFO : EPOCH 2 - PROGRESS: at 4.12% examples, 207301 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:32,647 : INFO : EPOCH 2 - PROGRESS: at 4.25% examples, 207429 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:33,650 : INFO : EPOCH 2 - PROGRESS: at 4.36% examples, 207494 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:34,673 : INFO : EPOCH 2 - PROGRESS: at 4.46% examples, 207496 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:35,713 : INFO : EPOCH 2 - PROGRESS: at 4.57% examples, 207613 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:36,721 : INFO : EPOCH 2 - PROGRESS: at 4.69% examples, 207537 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:37,722 : INFO : EPOCH 2 - PROGRESS: at 4.81% examples, 207745 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:24:38,799 : INFO : EPOCH 2 - PROGRESS: at 4.92% examples, 207561 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:39,828 : INFO : EPOCH 2 - PROGRESS: at 5.04% examples, 207753 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:40,867 : INFO : EPOCH 2 - PROGRESS: at 5.16% examples, 207791 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:41,885 : INFO : EPOCH 2 - PROGRESS: at 5.29% examples, 207858 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:42,910 : INFO : EPOCH 2 - PROGRESS: at 5.41% examples, 207914 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:43,955 : INFO : EPOCH 2 - PROGRESS: at 5.54% examples, 207949 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:24:44,963 : INFO : EPOCH 2 - PROGRESS: at 5.65% examples, 208009 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:45,966 : INFO : EPOCH 2 - PROGRESS: at 5.76% examples, 207877 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:47,028 : INFO : EPOCH 2 - PROGRESS: at 5.89% examples, 207913 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:48,038 : INFO : EPOCH 2 - PROGRESS: at 6.01% examples, 207968 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:49,063 : INFO : EPOCH 2 - PROGRESS: at 6.11% examples, 208029 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:50,067 : INFO : EPOCH 2 - PROGRESS: at 6.21% examples, 208102 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:51,100 : INFO : EPOCH 2 - PROGRESS: at 6.33% examples, 208026 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:52,116 : INFO : EPOCH 2 - PROGRESS: at 6.44% examples, 208167 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:53,167 : INFO : EPOCH 2 - PROGRESS: at 6.55% examples, 208034 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:24:54,168 : INFO : EPOCH 2 - PROGRESS: at 6.67% examples, 208194 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:55,177 : INFO : EPOCH 2 - PROGRESS: at 6.79% examples, 208220 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:56,193 : INFO : EPOCH 2 - PROGRESS: at 6.89% examples, 208147 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:57,196 : INFO : EPOCH 2 - PROGRESS: at 7.00% examples, 208261 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:58,198 : INFO : EPOCH 2 - PROGRESS: at 7.12% examples, 208198 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:24:59,238 : INFO : EPOCH 2 - PROGRESS: at 7.24% examples, 208241 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:25:00,265 : INFO : EPOCH 2 - PROGRESS: at 7.37% examples, 208265 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:01,290 : INFO : EPOCH 2 - PROGRESS: at 7.47% examples, 208327 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:02,295 : INFO : EPOCH 2 - PROGRESS: at 7.58% examples, 208357 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:03,350 : INFO : EPOCH 2 - PROGRESS: at 7.69% examples, 208238 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:04,414 : INFO : EPOCH 2 - PROGRESS: at 7.80% examples, 208258 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:05,457 : INFO : EPOCH 2 - PROGRESS: at 7.92% examples, 208286 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:06,480 : INFO : EPOCH 2 - PROGRESS: at 8.05% examples, 208363 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:07,530 : INFO : EPOCH 2 - PROGRESS: at 8.15% examples, 208296 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:08,579 : INFO : EPOCH 2 - PROGRESS: at 8.28% examples, 208336 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:09,588 : INFO : EPOCH 2 - PROGRESS: at 8.39% examples, 208482 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:10,601 : INFO : EPOCH 2 - PROGRESS: at 8.48% examples, 208472 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:11,608 : INFO : EPOCH 2 - PROGRESS: at 8.60% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:12,615 : INFO : EPOCH 2 - PROGRESS: at 8.71% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:13,618 : INFO : EPOCH 2 - PROGRESS: at 8.83% examples, 208551 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:14,622 : INFO : EPOCH 2 - PROGRESS: at 8.94% examples, 208441 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:15,636 : INFO : EPOCH 2 - PROGRESS: at 9.05% examples, 208466 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:16,662 : INFO : EPOCH 2 - PROGRESS: at 9.16% examples, 208488 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:17,667 : INFO : EPOCH 2 - PROGRESS: at 9.26% examples, 208496 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:18,668 : INFO : EPOCH 2 - PROGRESS: at 9.37% examples, 208496 words/s, in_qsize 8, out_qsize 1
2020-07-17 00:25:19,704 : INFO : EPOCH 2 - PROGRESS: at 9.50% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:20,709 : INFO : EPOCH 2 - PROGRESS: at 9.62% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:21,721 : INFO : EPOCH 2 - PROGRESS: at 9.74% examples, 208575 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:22,726 : INFO : EPOCH 2 - PROGRESS: at 9.86% examples, 208639 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:23,737 : INFO : EPOCH 2 - PROGRESS: at 9.99% examples, 208609 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:24,769 : INFO : EPOCH 2 - PROGRESS: at 10.11% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:25,794 : INFO : EPOCH 2 - PROGRESS: at 10.23% examples, 208626 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:26,810 : INFO : EPOCH 2 - PROGRESS: at 10.36% examples, 208627 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:27,822 : INFO : EPOCH 2 - PROGRESS: at 10.47% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:28,828 : INFO : EPOCH 2 - PROGRESS: at 10.58% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:29,900 : INFO : EPOCH 2 - PROGRESS: at 10.70% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:30,912 : INFO : EPOCH 2 - PROGRESS: at 10.82% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:31,920 : INFO : EPOCH 2 - PROGRESS: at 10.93% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:32,977 : INFO : EPOCH 2 - PROGRESS: at 11.04% examples, 208662 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:33,982 : INFO : EPOCH 2 - PROGRESS: at 11.16% examples, 208722 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:34,997 : INFO : EPOCH 2 - PROGRESS: at 11.26% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:36,045 : INFO : EPOCH 2 - PROGRESS: at 11.39% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:37,093 : INFO : EPOCH 2 - PROGRESS: at 11.51% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:38,109 : INFO : EPOCH 2 - PROGRESS: at 11.63% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:39,134 : INFO : EPOCH 2 - PROGRESS: at 11.73% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:40,199 : INFO : EPOCH 2 - PROGRESS: at 11.88% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:41,213 : INFO : EPOCH 2 - PROGRESS: at 11.98% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:42,262 : INFO : EPOCH 2 - PROGRESS: at 12.11% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:43,288 : INFO : EPOCH 2 - PROGRESS: at 12.21% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:44,361 : INFO : EPOCH 2 - PROGRESS: at 12.33% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:45,362 : INFO : EPOCH 2 - PROGRESS: at 12.45% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:46,421 : INFO : EPOCH 2 - PROGRESS: at 12.58% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:47,435 : INFO : EPOCH 2 - PROGRESS: at 12.70% examples, 208822 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:25:48,446 : INFO : EPOCH 2 - PROGRESS: at 12.81% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:49,475 : INFO : EPOCH 2 - PROGRESS: at 12.91% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:50,493 : INFO : EPOCH 2 - PROGRESS: at 13.04% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:51,589 : INFO : EPOCH 2 - PROGRESS: at 13.16% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:52,613 : INFO : EPOCH 2 - PROGRESS: at 13.27% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:53,633 : INFO : EPOCH 2 - PROGRESS: at 13.38% examples, 208829 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:54,663 : INFO : EPOCH 2 - PROGRESS: at 13.49% examples, 208855 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:55,719 : INFO : EPOCH 2 - PROGRESS: at 13.61% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:56,734 : INFO : EPOCH 2 - PROGRESS: at 13.73% examples, 208843 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:57,785 : INFO : EPOCH 2 - PROGRESS: at 13.85% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:58,841 : INFO : EPOCH 2 - PROGRESS: at 13.97% examples, 208873 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:25:59,856 : INFO : EPOCH 2 - PROGRESS: at 14.08% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:00,879 : INFO : EPOCH 2 - PROGRESS: at 14.19% examples, 208829 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:01,889 : INFO : EPOCH 2 - PROGRESS: at 14.31% examples, 208888 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:02,911 : INFO : EPOCH 2 - PROGRESS: at 14.42% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:03,919 : INFO : EPOCH 2 - PROGRESS: at 14.56% examples, 208829 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:04,959 : INFO : EPOCH 2 - PROGRESS: at 14.65% examples, 208852 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:05,984 : INFO : EPOCH 2 - PROGRESS: at 14.76% examples, 208847 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:06,994 : INFO : EPOCH 2 - PROGRESS: at 14.91% examples, 208919 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:07,997 : INFO : EPOCH 2 - PROGRESS: at 15.02% examples, 208912 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:09,078 : INFO : EPOCH 2 - PROGRESS: at 15.12% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:10,110 : INFO : EPOCH 2 - PROGRESS: at 15.22% examples, 208919 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:26:11,134 : INFO : EPOCH 2 - PROGRESS: at 15.33% examples, 208881 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:12,145 : INFO : EPOCH 2 - PROGRESS: at 15.45% examples, 208948 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:13,165 : INFO : EPOCH 2 - PROGRESS: at 15.54% examples, 208918 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:14,185 : INFO : EPOCH 2 - PROGRESS: at 15.65% examples, 208919 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:15,213 : INFO : EPOCH 2 - PROGRESS: at 15.75% examples, 208886 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:16,279 : INFO : EPOCH 2 - PROGRESS: at 15.88% examples, 208875 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:17,289 : INFO : EPOCH 2 - PROGRESS: at 15.99% examples, 208948 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:18,352 : INFO : EPOCH 2 - PROGRESS: at 16.10% examples, 208928 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:19,390 : INFO : EPOCH 2 - PROGRESS: at 16.22% examples, 208934 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:20,399 : INFO : EPOCH 2 - PROGRESS: at 16.34% examples, 208974 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:21,418 : INFO : EPOCH 2 - PROGRESS: at 16.46% examples, 208967 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:22,421 : INFO : EPOCH 2 - PROGRESS: at 16.57% examples, 208939 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:23,465 : INFO : EPOCH 2 - PROGRESS: at 16.68% examples, 208938 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:24,483 : INFO : EPOCH 2 - PROGRESS: at 16.78% examples, 208978 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:25,526 : INFO : EPOCH 2 - PROGRESS: at 16.89% examples, 208961 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:26,574 : INFO : EPOCH 2 - PROGRESS: at 17.00% examples, 208924 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:27,586 : INFO : EPOCH 2 - PROGRESS: at 17.12% examples, 208942 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:28,648 : INFO : EPOCH 2 - PROGRESS: at 17.23% examples, 208963 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:29,654 : INFO : EPOCH 2 - PROGRESS: at 17.35% examples, 208999 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:30,694 : INFO : EPOCH 2 - PROGRESS: at 17.46% examples, 209001 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:31,706 : INFO : EPOCH 2 - PROGRESS: at 17.58% examples, 209011 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:32,710 : INFO : EPOCH 2 - PROGRESS: at 17.70% examples, 208978 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:33,738 : INFO : EPOCH 2 - PROGRESS: at 17.80% examples, 208961 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:34,774 : INFO : EPOCH 2 - PROGRESS: at 17.91% examples, 208969 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:35,779 : INFO : EPOCH 2 - PROGRESS: at 18.03% examples, 209046 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:36,789 : INFO : EPOCH 2 - PROGRESS: at 18.13% examples, 208958 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:26:37,807 : INFO : EPOCH 2 - PROGRESS: at 18.28% examples, 209007 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:38,814 : INFO : EPOCH 2 - PROGRESS: at 18.38% examples, 209009 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:39,877 : INFO : EPOCH 2 - PROGRESS: at 18.49% examples, 208984 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:40,915 : INFO : EPOCH 2 - PROGRESS: at 18.58% examples, 208974 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:41,947 : INFO : EPOCH 2 - PROGRESS: at 18.69% examples, 208987 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:42,949 : INFO : EPOCH 2 - PROGRESS: at 18.80% examples, 209038 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:43,974 : INFO : EPOCH 2 - PROGRESS: at 18.91% examples, 208956 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:44,974 : INFO : EPOCH 2 - PROGRESS: at 19.03% examples, 209012 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:46,016 : INFO : EPOCH 2 - PROGRESS: at 19.12% examples, 209005 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:47,098 : INFO : EPOCH 2 - PROGRESS: at 19.23% examples, 208997 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:48,156 : INFO : EPOCH 2 - PROGRESS: at 19.33% examples, 208992 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:49,187 : INFO : EPOCH 2 - PROGRESS: at 19.45% examples, 208999 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:50,192 : INFO : EPOCH 2 - PROGRESS: at 19.56% examples, 209029 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:51,237 : INFO : EPOCH 2 - PROGRESS: at 19.68% examples, 209018 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:52,263 : INFO : EPOCH 2 - PROGRESS: at 19.80% examples, 209055 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:53,292 : INFO : EPOCH 2 - PROGRESS: at 19.93% examples, 209019 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:54,307 : INFO : EPOCH 2 - PROGRESS: at 20.07% examples, 209023 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:55,366 : INFO : EPOCH 2 - PROGRESS: at 20.18% examples, 209041 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:56,396 : INFO : EPOCH 2 - PROGRESS: at 20.30% examples, 209023 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:57,404 : INFO : EPOCH 2 - PROGRESS: at 20.41% examples, 209022 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:58,449 : INFO : EPOCH 2 - PROGRESS: at 20.52% examples, 209033 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:26:59,457 : INFO : EPOCH 2 - PROGRESS: at 20.63% examples, 209055 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:00,460 : INFO : EPOCH 2 - PROGRESS: at 20.73% examples, 209083 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:01,472 : INFO : EPOCH 2 - PROGRESS: at 20.82% examples, 209032 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:02,475 : INFO : EPOCH 2 - PROGRESS: at 20.92% examples, 208999 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:03,519 : INFO : EPOCH 2 - PROGRESS: at 21.05% examples, 209044 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:04,533 : INFO : EPOCH 2 - PROGRESS: at 21.17% examples, 209046 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:05,541 : INFO : EPOCH 2 - PROGRESS: at 21.27% examples, 209100 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:06,596 : INFO : EPOCH 2 - PROGRESS: at 21.38% examples, 209047 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:07,603 : INFO : EPOCH 2 - PROGRESS: at 21.49% examples, 209035 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:08,605 : INFO : EPOCH 2 - PROGRESS: at 21.60% examples, 209079 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:09,622 : INFO : EPOCH 2 - PROGRESS: at 21.72% examples, 209058 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:10,627 : INFO : EPOCH 2 - PROGRESS: at 21.83% examples, 209106 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:11,656 : INFO : EPOCH 2 - PROGRESS: at 21.96% examples, 209078 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:12,680 : INFO : EPOCH 2 - PROGRESS: at 22.07% examples, 209077 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:13,730 : INFO : EPOCH 2 - PROGRESS: at 22.18% examples, 209087 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:14,779 : INFO : EPOCH 2 - PROGRESS: at 22.30% examples, 209073 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:15,786 : INFO : EPOCH 2 - PROGRESS: at 22.40% examples, 209077 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:16,804 : INFO : EPOCH 2 - PROGRESS: at 22.51% examples, 209084 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:17,818 : INFO : EPOCH 2 - PROGRESS: at 22.63% examples, 209096 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:18,888 : INFO : EPOCH 2 - PROGRESS: at 22.75% examples, 209083 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:19,931 : INFO : EPOCH 2 - PROGRESS: at 22.86% examples, 209088 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:20,971 : INFO : EPOCH 2 - PROGRESS: at 22.98% examples, 209098 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:21,991 : INFO : EPOCH 2 - PROGRESS: at 23.10% examples, 209100 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:23,013 : INFO : EPOCH 2 - PROGRESS: at 23.21% examples, 209078 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:24,049 : INFO : EPOCH 2 - PROGRESS: at 23.33% examples, 209096 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:25,107 : INFO : EPOCH 2 - PROGRESS: at 23.45% examples, 209097 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:26,114 : INFO : EPOCH 2 - PROGRESS: at 23.56% examples, 209084 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:27:27,150 : INFO : EPOCH 2 - PROGRESS: at 23.68% examples, 209132 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:28,177 : INFO : EPOCH 2 - PROGRESS: at 23.80% examples, 209091 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:29,184 : INFO : EPOCH 2 - PROGRESS: at 23.91% examples, 209127 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:30,195 : INFO : EPOCH 2 - PROGRESS: at 24.05% examples, 209121 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:31,208 : INFO : EPOCH 2 - PROGRESS: at 24.18% examples, 209144 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:32,272 : INFO : EPOCH 2 - PROGRESS: at 24.29% examples, 209089 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:33,305 : INFO : EPOCH 2 - PROGRESS: at 24.42% examples, 209110 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:34,307 : INFO : EPOCH 2 - PROGRESS: at 24.54% examples, 209153 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:35,330 : INFO : EPOCH 2 - PROGRESS: at 24.66% examples, 209128 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:36,360 : INFO : EPOCH 2 - PROGRESS: at 24.79% examples, 209142 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:37,361 : INFO : EPOCH 2 - PROGRESS: at 24.90% examples, 209150 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:38,381 : INFO : EPOCH 2 - PROGRESS: at 25.00% examples, 209125 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:39,444 : INFO : EPOCH 2 - PROGRESS: at 25.12% examples, 209128 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:40,445 : INFO : EPOCH 2 - PROGRESS: at 25.23% examples, 209128 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:41,535 : INFO : EPOCH 2 - PROGRESS: at 25.33% examples, 209106 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:42,586 : INFO : EPOCH 2 - PROGRESS: at 25.44% examples, 209121 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:43,659 : INFO : EPOCH 2 - PROGRESS: at 25.55% examples, 209111 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:44,664 : INFO : EPOCH 2 - PROGRESS: at 25.67% examples, 209168 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:45,669 : INFO : EPOCH 2 - PROGRESS: at 25.78% examples, 209136 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:46,720 : INFO : EPOCH 2 - PROGRESS: at 25.90% examples, 209115 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:47,733 : INFO : EPOCH 2 - PROGRESS: at 26.01% examples, 209133 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:48,762 : INFO : EPOCH 2 - PROGRESS: at 26.12% examples, 209158 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:49,827 : INFO : EPOCH 2 - PROGRESS: at 26.24% examples, 209135 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:50,829 : INFO : EPOCH 2 - PROGRESS: at 26.38% examples, 209193 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:51,844 : INFO : EPOCH 2 - PROGRESS: at 26.49% examples, 209178 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:52,903 : INFO : EPOCH 2 - PROGRESS: at 26.61% examples, 209148 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:53,957 : INFO : EPOCH 2 - PROGRESS: at 26.72% examples, 209145 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:27:54,981 : INFO : EPOCH 2 - PROGRESS: at 26.83% examples, 209118 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:56,022 : INFO : EPOCH 2 - PROGRESS: at 26.96% examples, 209158 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:57,056 : INFO : EPOCH 2 - PROGRESS: at 27.06% examples, 209137 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:58,119 : INFO : EPOCH 2 - PROGRESS: at 27.18% examples, 209126 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:27:59,132 : INFO : EPOCH 2 - PROGRESS: at 27.29% examples, 209156 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:00,156 : INFO : EPOCH 2 - PROGRESS: at 27.40% examples, 209136 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:28:01,181 : INFO : EPOCH 2 - PROGRESS: at 27.51% examples, 209137 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:02,248 : INFO : EPOCH 2 - PROGRESS: at 27.63% examples, 209139 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:03,255 : INFO : EPOCH 2 - PROGRESS: at 27.74% examples, 209157 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:04,258 : INFO : EPOCH 2 - PROGRESS: at 27.85% examples, 209173 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:05,279 : INFO : EPOCH 2 - PROGRESS: at 27.97% examples, 209165 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:28:06,280 : INFO : EPOCH 2 - PROGRESS: at 28.09% examples, 209181 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:07,298 : INFO : EPOCH 2 - PROGRESS: at 28.21% examples, 209152 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:28:08,312 : INFO : EPOCH 2 - PROGRESS: at 28.33% examples, 209179 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:09,312 : INFO : EPOCH 2 - PROGRESS: at 28.45% examples, 209180 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:10,335 : INFO : EPOCH 2 - PROGRESS: at 28.55% examples, 209148 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:11,347 : INFO : EPOCH 2 - PROGRESS: at 28.65% examples, 209172 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:12,367 : INFO : EPOCH 2 - PROGRESS: at 28.76% examples, 209141 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:13,413 : INFO : EPOCH 2 - PROGRESS: at 28.88% examples, 209151 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:14,425 : INFO : EPOCH 2 - PROGRESS: at 28.99% examples, 209131 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:15,482 : INFO : EPOCH 2 - PROGRESS: at 29.11% examples, 209119 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:28:16,517 : INFO : EPOCH 2 - PROGRESS: at 29.23% examples, 209122 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:17,545 : INFO : EPOCH 2 - PROGRESS: at 29.35% examples, 209124 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:18,577 : INFO : EPOCH 2 - PROGRESS: at 29.45% examples, 209135 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:19,603 : INFO : EPOCH 2 - PROGRESS: at 29.54% examples, 209105 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:20,663 : INFO : EPOCH 2 - PROGRESS: at 29.65% examples, 209090 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:21,671 : INFO : EPOCH 2 - PROGRESS: at 29.76% examples, 209133 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:22,679 : INFO : EPOCH 2 - PROGRESS: at 29.87% examples, 209100 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:23,750 : INFO : EPOCH 2 - PROGRESS: at 29.98% examples, 209082 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:28:24,825 : INFO : EPOCH 2 - PROGRESS: at 30.10% examples, 209073 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:25,897 : INFO : EPOCH 2 - PROGRESS: at 30.21% examples, 209072 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:26,927 : INFO : EPOCH 2 - PROGRESS: at 30.33% examples, 209087 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:27,964 : INFO : EPOCH 2 - PROGRESS: at 30.44% examples, 209068 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:28,983 : INFO : EPOCH 2 - PROGRESS: at 30.54% examples, 209054 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:30,083 : INFO : EPOCH 2 - PROGRESS: at 30.66% examples, 209029 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:31,172 : INFO : EPOCH 2 - PROGRESS: at 30.75% examples, 208933 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:32,190 : INFO : EPOCH 2 - PROGRESS: at 30.86% examples, 208788 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:33,196 : INFO : EPOCH 2 - PROGRESS: at 30.97% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:34,229 : INFO : EPOCH 2 - PROGRESS: at 31.10% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:35,230 : INFO : EPOCH 2 - PROGRESS: at 31.21% examples, 208783 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:28:36,251 : INFO : EPOCH 2 - PROGRESS: at 31.33% examples, 208802 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:37,260 : INFO : EPOCH 2 - PROGRESS: at 31.46% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:38,272 : INFO : EPOCH 2 - PROGRESS: at 31.57% examples, 208817 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:28:39,330 : INFO : EPOCH 2 - PROGRESS: at 31.70% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:40,333 : INFO : EPOCH 2 - PROGRESS: at 31.81% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:41,402 : INFO : EPOCH 2 - PROGRESS: at 31.91% examples, 208788 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:28:42,429 : INFO : EPOCH 2 - PROGRESS: at 32.03% examples, 208810 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:43,444 : INFO : EPOCH 2 - PROGRESS: at 32.16% examples, 208847 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:44,453 : INFO : EPOCH 2 - PROGRESS: at 32.27% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:45,485 : INFO : EPOCH 2 - PROGRESS: at 32.37% examples, 208835 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:28:46,511 : INFO : EPOCH 2 - PROGRESS: at 32.47% examples, 208822 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:47,521 : INFO : EPOCH 2 - PROGRESS: at 32.58% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:48,568 : INFO : EPOCH 2 - PROGRESS: at 32.71% examples, 208814 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:49,634 : INFO : EPOCH 2 - PROGRESS: at 32.83% examples, 208810 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:50,683 : INFO : EPOCH 2 - PROGRESS: at 32.96% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:51,711 : INFO : EPOCH 2 - PROGRESS: at 33.06% examples, 208830 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:28:52,756 : INFO : EPOCH 2 - PROGRESS: at 33.18% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:53,777 : INFO : EPOCH 2 - PROGRESS: at 33.29% examples, 208849 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:54,811 : INFO : EPOCH 2 - PROGRESS: at 33.41% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:55,849 : INFO : EPOCH 2 - PROGRESS: at 33.52% examples, 208839 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:56,871 : INFO : EPOCH 2 - PROGRESS: at 33.64% examples, 208857 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:57,884 : INFO : EPOCH 2 - PROGRESS: at 33.77% examples, 208860 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:28:58,902 : INFO : EPOCH 2 - PROGRESS: at 33.87% examples, 208859 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:28:59,914 : INFO : EPOCH 2 - PROGRESS: at 33.98% examples, 208871 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:00,979 : INFO : EPOCH 2 - PROGRESS: at 34.10% examples, 208852 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:02,015 : INFO : EPOCH 2 - PROGRESS: at 34.22% examples, 208860 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:03,016 : INFO : EPOCH 2 - PROGRESS: at 34.33% examples, 208875 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:04,016 : INFO : EPOCH 2 - PROGRESS: at 34.44% examples, 208864 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:05,036 : INFO : EPOCH 2 - PROGRESS: at 34.56% examples, 208879 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:06,092 : INFO : EPOCH 2 - PROGRESS: at 34.67% examples, 208863 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:07,129 : INFO : EPOCH 2 - PROGRESS: at 34.78% examples, 208886 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:08,179 : INFO : EPOCH 2 - PROGRESS: at 34.89% examples, 208866 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:09,245 : INFO : EPOCH 2 - PROGRESS: at 35.01% examples, 208882 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:10,252 : INFO : EPOCH 2 - PROGRESS: at 35.10% examples, 208888 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:11,286 : INFO : EPOCH 2 - PROGRESS: at 35.23% examples, 208885 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:12,296 : INFO : EPOCH 2 - PROGRESS: at 35.35% examples, 208908 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:13,314 : INFO : EPOCH 2 - PROGRESS: at 35.45% examples, 208912 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:14,343 : INFO : EPOCH 2 - PROGRESS: at 35.56% examples, 208891 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:15,414 : INFO : EPOCH 2 - PROGRESS: at 35.69% examples, 208890 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:16,455 : INFO : EPOCH 2 - PROGRESS: at 35.81% examples, 208894 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:17,477 : INFO : EPOCH 2 - PROGRESS: at 35.93% examples, 208906 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:18,494 : INFO : EPOCH 2 - PROGRESS: at 36.04% examples, 208905 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:19,500 : INFO : EPOCH 2 - PROGRESS: at 36.14% examples, 208920 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:20,557 : INFO : EPOCH 2 - PROGRESS: at 36.27% examples, 208898 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:21,583 : INFO : EPOCH 2 - PROGRESS: at 36.37% examples, 208887 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:22,595 : INFO : EPOCH 2 - PROGRESS: at 36.48% examples, 208916 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:29:23,626 : INFO : EPOCH 2 - PROGRESS: at 36.59% examples, 208903 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:24,680 : INFO : EPOCH 2 - PROGRESS: at 36.70% examples, 208887 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:25,692 : INFO : EPOCH 2 - PROGRESS: at 36.82% examples, 208911 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:26,699 : INFO : EPOCH 2 - PROGRESS: at 36.92% examples, 208914 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:27,753 : INFO : EPOCH 2 - PROGRESS: at 37.02% examples, 208904 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:28,792 : INFO : EPOCH 2 - PROGRESS: at 37.13% examples, 208905 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:29,840 : INFO : EPOCH 2 - PROGRESS: at 37.25% examples, 208914 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:30,875 : INFO : EPOCH 2 - PROGRESS: at 37.38% examples, 208916 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:31,904 : INFO : EPOCH 2 - PROGRESS: at 37.49% examples, 208916 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:32,920 : INFO : EPOCH 2 - PROGRESS: at 37.63% examples, 208952 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:33,944 : INFO : EPOCH 2 - PROGRESS: at 37.73% examples, 208906 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:34,947 : INFO : EPOCH 2 - PROGRESS: at 37.85% examples, 208939 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:35,983 : INFO : EPOCH 2 - PROGRESS: at 37.97% examples, 208935 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:37,043 : INFO : EPOCH 2 - PROGRESS: at 38.09% examples, 208931 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:38,100 : INFO : EPOCH 2 - PROGRESS: at 38.21% examples, 208933 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:39,140 : INFO : EPOCH 2 - PROGRESS: at 38.33% examples, 208940 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:40,155 : INFO : EPOCH 2 - PROGRESS: at 38.44% examples, 208947 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:29:41,167 : INFO : EPOCH 2 - PROGRESS: at 38.57% examples, 208954 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:42,174 : INFO : EPOCH 2 - PROGRESS: at 38.69% examples, 208962 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:43,184 : INFO : EPOCH 2 - PROGRESS: at 38.82% examples, 208969 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:44,223 : INFO : EPOCH 2 - PROGRESS: at 38.94% examples, 208935 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:45,229 : INFO : EPOCH 2 - PROGRESS: at 39.06% examples, 208969 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:29:46,322 : INFO : EPOCH 2 - PROGRESS: at 39.18% examples, 208936 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:47,336 : INFO : EPOCH 2 - PROGRESS: at 39.30% examples, 208938 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:48,381 : INFO : EPOCH 2 - PROGRESS: at 39.41% examples, 208943 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:49,421 : INFO : EPOCH 2 - PROGRESS: at 39.52% examples, 208967 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:50,437 : INFO : EPOCH 2 - PROGRESS: at 39.62% examples, 208974 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:51,458 : INFO : EPOCH 2 - PROGRESS: at 39.73% examples, 208960 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:52,485 : INFO : EPOCH 2 - PROGRESS: at 39.84% examples, 208962 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:53,495 : INFO : EPOCH 2 - PROGRESS: at 39.95% examples, 208954 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:54,532 : INFO : EPOCH 2 - PROGRESS: at 40.06% examples, 208946 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:55,556 : INFO : EPOCH 2 - PROGRESS: at 40.19% examples, 208954 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:56,588 : INFO : EPOCH 2 - PROGRESS: at 40.32% examples, 208964 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:57,639 : INFO : EPOCH 2 - PROGRESS: at 40.41% examples, 208952 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:29:58,687 : INFO : EPOCH 2 - PROGRESS: at 40.54% examples, 208964 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:29:59,718 : INFO : EPOCH 2 - PROGRESS: at 40.64% examples, 208952 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:00,788 : INFO : EPOCH 2 - PROGRESS: at 40.74% examples, 208957 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:01,864 : INFO : EPOCH 2 - PROGRESS: at 40.89% examples, 208950 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:30:02,926 : INFO : EPOCH 2 - PROGRESS: at 41.00% examples, 208955 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:03,929 : INFO : EPOCH 2 - PROGRESS: at 41.12% examples, 208963 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:04,985 : INFO : EPOCH 2 - PROGRESS: at 41.23% examples, 208964 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:06,030 : INFO : EPOCH 2 - PROGRESS: at 41.35% examples, 208965 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:07,064 : INFO : EPOCH 2 - PROGRESS: at 41.46% examples, 208974 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:08,067 : INFO : EPOCH 2 - PROGRESS: at 41.57% examples, 208984 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:09,081 : INFO : EPOCH 2 - PROGRESS: at 41.68% examples, 208984 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:10,146 : INFO : EPOCH 2 - PROGRESS: at 41.82% examples, 208970 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:11,229 : INFO : EPOCH 2 - PROGRESS: at 41.95% examples, 208976 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:12,237 : INFO : EPOCH 2 - PROGRESS: at 42.07% examples, 208980 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:13,284 : INFO : EPOCH 2 - PROGRESS: at 42.18% examples, 208987 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:14,327 : INFO : EPOCH 2 - PROGRESS: at 42.30% examples, 208989 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:15,337 : INFO : EPOCH 2 - PROGRESS: at 42.41% examples, 208990 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:16,414 : INFO : EPOCH 2 - PROGRESS: at 42.53% examples, 208986 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:30:17,427 : INFO : EPOCH 2 - PROGRESS: at 42.64% examples, 209000 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:18,477 : INFO : EPOCH 2 - PROGRESS: at 42.76% examples, 208989 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:19,480 : INFO : EPOCH 2 - PROGRESS: at 42.88% examples, 208977 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:20,495 : INFO : EPOCH 2 - PROGRESS: at 42.98% examples, 208981 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:21,501 : INFO : EPOCH 2 - PROGRESS: at 43.10% examples, 209012 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:22,575 : INFO : EPOCH 2 - PROGRESS: at 43.21% examples, 208978 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:23,589 : INFO : EPOCH 2 - PROGRESS: at 43.30% examples, 208981 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:24,628 : INFO : EPOCH 2 - PROGRESS: at 43.41% examples, 208959 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:25,648 : INFO : EPOCH 2 - PROGRESS: at 43.54% examples, 208990 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:26,657 : INFO : EPOCH 2 - PROGRESS: at 43.64% examples, 208960 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:27,669 : INFO : EPOCH 2 - PROGRESS: at 43.76% examples, 208983 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:28,680 : INFO : EPOCH 2 - PROGRESS: at 43.87% examples, 208962 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:29,693 : INFO : EPOCH 2 - PROGRESS: at 44.00% examples, 208975 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:30,701 : INFO : EPOCH 2 - PROGRESS: at 44.12% examples, 208974 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:31,712 : INFO : EPOCH 2 - PROGRESS: at 44.23% examples, 208986 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:30:32,764 : INFO : EPOCH 2 - PROGRESS: at 44.34% examples, 208976 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:30:33,770 : INFO : EPOCH 2 - PROGRESS: at 44.47% examples, 209000 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:34,775 : INFO : EPOCH 2 - PROGRESS: at 44.57% examples, 208998 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:35,784 : INFO : EPOCH 2 - PROGRESS: at 44.68% examples, 208989 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:30:36,835 : INFO : EPOCH 2 - PROGRESS: at 44.78% examples, 208971 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:37,854 : INFO : EPOCH 2 - PROGRESS: at 44.89% examples, 209002 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:38,943 : INFO : EPOCH 2 - PROGRESS: at 45.00% examples, 208971 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:39,965 : INFO : EPOCH 2 - PROGRESS: at 45.13% examples, 208999 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:40,968 : INFO : EPOCH 2 - PROGRESS: at 45.26% examples, 208999 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:42,016 : INFO : EPOCH 2 - PROGRESS: at 45.38% examples, 208995 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:43,033 : INFO : EPOCH 2 - PROGRESS: at 45.49% examples, 209010 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:44,040 : INFO : EPOCH 2 - PROGRESS: at 45.60% examples, 209006 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:45,043 : INFO : EPOCH 2 - PROGRESS: at 45.73% examples, 209011 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:46,083 : INFO : EPOCH 2 - PROGRESS: at 45.83% examples, 209001 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:47,105 : INFO : EPOCH 2 - PROGRESS: at 45.93% examples, 208998 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:48,118 : INFO : EPOCH 2 - PROGRESS: at 46.05% examples, 208987 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:49,159 : INFO : EPOCH 2 - PROGRESS: at 46.16% examples, 208994 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:50,172 : INFO : EPOCH 2 - PROGRESS: at 46.27% examples, 209009 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:51,182 : INFO : EPOCH 2 - PROGRESS: at 46.39% examples, 208998 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:52,213 : INFO : EPOCH 2 - PROGRESS: at 46.51% examples, 209008 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:53,243 : INFO : EPOCH 2 - PROGRESS: at 46.62% examples, 209002 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:54,282 : INFO : EPOCH 2 - PROGRESS: at 46.74% examples, 208994 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:55,283 : INFO : EPOCH 2 - PROGRESS: at 46.84% examples, 208999 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:56,294 : INFO : EPOCH 2 - PROGRESS: at 46.97% examples, 209001 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:57,301 : INFO : EPOCH 2 - PROGRESS: at 47.09% examples, 208999 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:58,371 : INFO : EPOCH 2 - PROGRESS: at 47.20% examples, 208992 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:30:59,422 : INFO : EPOCH 2 - PROGRESS: at 47.31% examples, 209003 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:00,436 : INFO : EPOCH 2 - PROGRESS: at 47.44% examples, 209020 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:01,444 : INFO : EPOCH 2 - PROGRESS: at 47.54% examples, 209008 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:02,452 : INFO : EPOCH 2 - PROGRESS: at 47.65% examples, 209024 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:03,553 : INFO : EPOCH 2 - PROGRESS: at 47.76% examples, 209003 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:04,565 : INFO : EPOCH 2 - PROGRESS: at 47.89% examples, 209028 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:05,589 : INFO : EPOCH 2 - PROGRESS: at 48.00% examples, 209017 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:06,608 : INFO : EPOCH 2 - PROGRESS: at 48.13% examples, 209026 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:07,622 : INFO : EPOCH 2 - PROGRESS: at 48.25% examples, 209012 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:08,666 : INFO : EPOCH 2 - PROGRESS: at 48.36% examples, 209019 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:31:09,717 : INFO : EPOCH 2 - PROGRESS: at 48.47% examples, 209015 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:10,741 : INFO : EPOCH 2 - PROGRESS: at 48.58% examples, 209016 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:11,780 : INFO : EPOCH 2 - PROGRESS: at 48.69% examples, 209011 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:12,819 : INFO : EPOCH 2 - PROGRESS: at 48.80% examples, 209020 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:13,853 : INFO : EPOCH 2 - PROGRESS: at 48.91% examples, 209034 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:14,882 : INFO : EPOCH 2 - PROGRESS: at 49.01% examples, 209024 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:31:15,935 : INFO : EPOCH 2 - PROGRESS: at 49.12% examples, 209013 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:16,949 : INFO : EPOCH 2 - PROGRESS: at 49.24% examples, 209027 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:18,021 : INFO : EPOCH 2 - PROGRESS: at 49.36% examples, 209024 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:31:19,029 : INFO : EPOCH 2 - PROGRESS: at 49.49% examples, 209033 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:20,034 : INFO : EPOCH 2 - PROGRESS: at 49.58% examples, 209027 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:21,043 : INFO : EPOCH 2 - PROGRESS: at 49.69% examples, 209024 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:22,074 : INFO : EPOCH 2 - PROGRESS: at 49.80% examples, 209015 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:23,126 : INFO : EPOCH 2 - PROGRESS: at 49.92% examples, 209015 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:24,132 : INFO : EPOCH 2 - PROGRESS: at 50.02% examples, 209032 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:25,143 : INFO : EPOCH 2 - PROGRESS: at 50.14% examples, 209040 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:26,177 : INFO : EPOCH 2 - PROGRESS: at 50.27% examples, 209033 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:27,215 : INFO : EPOCH 2 - PROGRESS: at 50.37% examples, 209026 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:28,224 : INFO : EPOCH 2 - PROGRESS: at 50.48% examples, 209048 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:29,245 : INFO : EPOCH 2 - PROGRESS: at 50.58% examples, 209029 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:30,260 : INFO : EPOCH 2 - PROGRESS: at 50.69% examples, 209040 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:31,266 : INFO : EPOCH 2 - PROGRESS: at 50.79% examples, 209034 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:32,268 : INFO : EPOCH 2 - PROGRESS: at 50.90% examples, 209046 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:33,301 : INFO : EPOCH 2 - PROGRESS: at 51.01% examples, 209042 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:34,348 : INFO : EPOCH 2 - PROGRESS: at 51.13% examples, 209046 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:35,369 : INFO : EPOCH 2 - PROGRESS: at 51.24% examples, 209056 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:36,402 : INFO : EPOCH 2 - PROGRESS: at 51.35% examples, 209045 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:37,411 : INFO : EPOCH 2 - PROGRESS: at 51.45% examples, 209052 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:38,465 : INFO : EPOCH 2 - PROGRESS: at 51.56% examples, 209056 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:39,478 : INFO : EPOCH 2 - PROGRESS: at 51.67% examples, 209067 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:40,506 : INFO : EPOCH 2 - PROGRESS: at 51.78% examples, 209040 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:41,516 : INFO : EPOCH 2 - PROGRESS: at 51.87% examples, 209041 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:42,545 : INFO : EPOCH 2 - PROGRESS: at 51.99% examples, 209051 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:43,562 : INFO : EPOCH 2 - PROGRESS: at 52.12% examples, 209062 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:44,594 : INFO : EPOCH 2 - PROGRESS: at 52.23% examples, 209058 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:45,632 : INFO : EPOCH 2 - PROGRESS: at 52.36% examples, 209046 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:46,660 : INFO : EPOCH 2 - PROGRESS: at 52.49% examples, 209064 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:47,683 : INFO : EPOCH 2 - PROGRESS: at 52.62% examples, 209069 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:48,693 : INFO : EPOCH 2 - PROGRESS: at 52.74% examples, 209057 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:49,736 : INFO : EPOCH 2 - PROGRESS: at 52.85% examples, 209065 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:50,797 : INFO : EPOCH 2 - PROGRESS: at 52.97% examples, 209051 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:31:51,803 : INFO : EPOCH 2 - PROGRESS: at 53.08% examples, 209061 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:52,804 : INFO : EPOCH 2 - PROGRESS: at 53.20% examples, 209074 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:53,837 : INFO : EPOCH 2 - PROGRESS: at 53.31% examples, 209067 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:54,872 : INFO : EPOCH 2 - PROGRESS: at 53.41% examples, 209066 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:55,884 : INFO : EPOCH 2 - PROGRESS: at 53.55% examples, 209070 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:56,914 : INFO : EPOCH 2 - PROGRESS: at 53.66% examples, 209062 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:57,928 : INFO : EPOCH 2 - PROGRESS: at 53.79% examples, 209060 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:58,935 : INFO : EPOCH 2 - PROGRESS: at 53.90% examples, 209079 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:31:59,977 : INFO : EPOCH 2 - PROGRESS: at 54.02% examples, 209078 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:00,989 : INFO : EPOCH 2 - PROGRESS: at 54.11% examples, 209072 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:02,012 : INFO : EPOCH 2 - PROGRESS: at 54.23% examples, 209060 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:03,023 : INFO : EPOCH 2 - PROGRESS: at 54.35% examples, 209060 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:04,087 : INFO : EPOCH 2 - PROGRESS: at 54.46% examples, 209045 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:05,178 : INFO : EPOCH 2 - PROGRESS: at 54.56% examples, 208957 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:06,189 : INFO : EPOCH 2 - PROGRESS: at 54.65% examples, 208859 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:07,209 : INFO : EPOCH 2 - PROGRESS: at 54.74% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:08,266 : INFO : EPOCH 2 - PROGRESS: at 54.83% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:09,368 : INFO : EPOCH 2 - PROGRESS: at 54.92% examples, 208540 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:10,397 : INFO : EPOCH 2 - PROGRESS: at 55.00% examples, 208458 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:11,425 : INFO : EPOCH 2 - PROGRESS: at 55.08% examples, 208360 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:12,465 : INFO : EPOCH 2 - PROGRESS: at 55.16% examples, 208245 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:13,479 : INFO : EPOCH 2 - PROGRESS: at 55.25% examples, 208155 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:14,499 : INFO : EPOCH 2 - PROGRESS: at 55.35% examples, 208130 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:15,541 : INFO : EPOCH 2 - PROGRESS: at 55.47% examples, 208149 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:16,561 : INFO : EPOCH 2 - PROGRESS: at 55.57% examples, 208159 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:17,631 : INFO : EPOCH 2 - PROGRESS: at 55.69% examples, 208134 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:18,720 : INFO : EPOCH 2 - PROGRESS: at 55.80% examples, 208139 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:19,754 : INFO : EPOCH 2 - PROGRESS: at 55.92% examples, 208146 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:20,767 : INFO : EPOCH 2 - PROGRESS: at 56.06% examples, 208163 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:21,785 : INFO : EPOCH 2 - PROGRESS: at 56.15% examples, 208145 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:22,789 : INFO : EPOCH 2 - PROGRESS: at 56.28% examples, 208158 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:23,820 : INFO : EPOCH 2 - PROGRESS: at 56.39% examples, 208163 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:24,834 : INFO : EPOCH 2 - PROGRESS: at 56.50% examples, 208143 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:25,834 : INFO : EPOCH 2 - PROGRESS: at 56.59% examples, 208151 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:26,913 : INFO : EPOCH 2 - PROGRESS: at 56.72% examples, 208149 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:27,933 : INFO : EPOCH 2 - PROGRESS: at 56.84% examples, 208161 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:28,977 : INFO : EPOCH 2 - PROGRESS: at 56.96% examples, 208154 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:29,990 : INFO : EPOCH 2 - PROGRESS: at 57.09% examples, 208168 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:31,029 : INFO : EPOCH 2 - PROGRESS: at 57.20% examples, 208163 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:32,069 : INFO : EPOCH 2 - PROGRESS: at 57.32% examples, 208162 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:33,080 : INFO : EPOCH 2 - PROGRESS: at 57.42% examples, 208170 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:34,103 : INFO : EPOCH 2 - PROGRESS: at 57.52% examples, 208174 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:35,194 : INFO : EPOCH 2 - PROGRESS: at 57.64% examples, 208164 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:32:36,196 : INFO : EPOCH 2 - PROGRESS: at 57.76% examples, 208170 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:37,234 : INFO : EPOCH 2 - PROGRESS: at 57.86% examples, 208176 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:32:38,257 : INFO : EPOCH 2 - PROGRESS: at 57.97% examples, 208171 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:39,314 : INFO : EPOCH 2 - PROGRESS: at 58.08% examples, 208170 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:40,328 : INFO : EPOCH 2 - PROGRESS: at 58.18% examples, 208174 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:41,378 : INFO : EPOCH 2 - PROGRESS: at 58.32% examples, 208175 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:42,389 : INFO : EPOCH 2 - PROGRESS: at 58.44% examples, 208179 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:43,428 : INFO : EPOCH 2 - PROGRESS: at 58.57% examples, 208173 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:44,473 : INFO : EPOCH 2 - PROGRESS: at 58.69% examples, 208174 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:45,507 : INFO : EPOCH 2 - PROGRESS: at 58.79% examples, 208181 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:46,542 : INFO : EPOCH 2 - PROGRESS: at 58.90% examples, 208175 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:47,590 : INFO : EPOCH 2 - PROGRESS: at 59.01% examples, 208168 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:48,606 : INFO : EPOCH 2 - PROGRESS: at 59.12% examples, 208178 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:49,663 : INFO : EPOCH 2 - PROGRESS: at 59.23% examples, 208159 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:50,706 : INFO : EPOCH 2 - PROGRESS: at 59.35% examples, 208156 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:51,710 : INFO : EPOCH 2 - PROGRESS: at 59.46% examples, 208169 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:52,721 : INFO : EPOCH 2 - PROGRESS: at 59.58% examples, 208152 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:53,730 : INFO : EPOCH 2 - PROGRESS: at 59.69% examples, 208154 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:54,797 : INFO : EPOCH 2 - PROGRESS: at 59.81% examples, 208148 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:55,894 : INFO : EPOCH 2 - PROGRESS: at 59.93% examples, 208140 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:56,910 : INFO : EPOCH 2 - PROGRESS: at 60.04% examples, 208155 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:57,934 : INFO : EPOCH 2 - PROGRESS: at 60.15% examples, 208087 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:32:58,960 : INFO : EPOCH 2 - PROGRESS: at 60.23% examples, 208036 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:00,022 : INFO : EPOCH 2 - PROGRESS: at 60.34% examples, 208005 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:01,053 : INFO : EPOCH 2 - PROGRESS: at 60.47% examples, 208000 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:02,060 : INFO : EPOCH 2 - PROGRESS: at 60.59% examples, 208029 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:03,127 : INFO : EPOCH 2 - PROGRESS: at 60.73% examples, 208010 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:04,206 : INFO : EPOCH 2 - PROGRESS: at 60.85% examples, 208013 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:05,267 : INFO : EPOCH 2 - PROGRESS: at 60.99% examples, 208019 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:06,318 : INFO : EPOCH 2 - PROGRESS: at 61.11% examples, 208027 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:07,329 : INFO : EPOCH 2 - PROGRESS: at 61.22% examples, 208032 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:08,330 : INFO : EPOCH 2 - PROGRESS: at 61.34% examples, 208042 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:33:09,359 : INFO : EPOCH 2 - PROGRESS: at 61.43% examples, 208045 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:10,382 : INFO : EPOCH 2 - PROGRESS: at 61.55% examples, 208033 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:11,383 : INFO : EPOCH 2 - PROGRESS: at 61.66% examples, 208036 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:12,408 : INFO : EPOCH 2 - PROGRESS: at 61.81% examples, 208036 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:13,426 : INFO : EPOCH 2 - PROGRESS: at 61.94% examples, 208041 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:33:14,458 : INFO : EPOCH 2 - PROGRESS: at 62.06% examples, 208047 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:15,460 : INFO : EPOCH 2 - PROGRESS: at 62.17% examples, 208040 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:16,509 : INFO : EPOCH 2 - PROGRESS: at 62.29% examples, 208042 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:17,527 : INFO : EPOCH 2 - PROGRESS: at 62.40% examples, 208047 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:18,556 : INFO : EPOCH 2 - PROGRESS: at 62.52% examples, 208038 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:19,566 : INFO : EPOCH 2 - PROGRESS: at 62.64% examples, 208045 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:20,575 : INFO : EPOCH 2 - PROGRESS: at 62.77% examples, 208043 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:21,625 : INFO : EPOCH 2 - PROGRESS: at 62.90% examples, 208035 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:22,640 : INFO : EPOCH 2 - PROGRESS: at 63.02% examples, 208056 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:23,652 : INFO : EPOCH 2 - PROGRESS: at 63.13% examples, 208057 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:24,668 : INFO : EPOCH 2 - PROGRESS: at 63.24% examples, 208055 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:25,682 : INFO : EPOCH 2 - PROGRESS: at 63.34% examples, 208058 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:26,692 : INFO : EPOCH 2 - PROGRESS: at 63.45% examples, 208069 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:27,760 : INFO : EPOCH 2 - PROGRESS: at 63.56% examples, 208051 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:28,829 : INFO : EPOCH 2 - PROGRESS: at 63.67% examples, 208056 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:29,848 : INFO : EPOCH 2 - PROGRESS: at 63.80% examples, 208068 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:30,872 : INFO : EPOCH 2 - PROGRESS: at 63.89% examples, 208065 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:31,928 : INFO : EPOCH 2 - PROGRESS: at 64.00% examples, 208062 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:32,962 : INFO : EPOCH 2 - PROGRESS: at 64.12% examples, 208064 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:33,985 : INFO : EPOCH 2 - PROGRESS: at 64.22% examples, 208065 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:34,990 : INFO : EPOCH 2 - PROGRESS: at 64.33% examples, 208084 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:36,023 : INFO : EPOCH 2 - PROGRESS: at 64.45% examples, 208075 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:37,042 : INFO : EPOCH 2 - PROGRESS: at 64.55% examples, 208065 words/s, in_qsize 8, out_qsize 1
2020-07-17 00:33:38,097 : INFO : EPOCH 2 - PROGRESS: at 64.67% examples, 208078 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:39,113 : INFO : EPOCH 2 - PROGRESS: at 64.79% examples, 208094 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:40,113 : INFO : EPOCH 2 - PROGRESS: at 64.90% examples, 208092 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:41,117 : INFO : EPOCH 2 - PROGRESS: at 65.03% examples, 208097 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:42,120 : INFO : EPOCH 2 - PROGRESS: at 65.14% examples, 208100 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:43,172 : INFO : EPOCH 2 - PROGRESS: at 65.27% examples, 208091 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:33:44,175 : INFO : EPOCH 2 - PROGRESS: at 65.38% examples, 208095 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:45,184 : INFO : EPOCH 2 - PROGRESS: at 65.49% examples, 208093 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:46,195 : INFO : EPOCH 2 - PROGRESS: at 65.59% examples, 208097 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:33:47,196 : INFO : EPOCH 2 - PROGRESS: at 65.71% examples, 208110 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:48,210 : INFO : EPOCH 2 - PROGRESS: at 65.83% examples, 208098 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:49,214 : INFO : EPOCH 2 - PROGRESS: at 65.94% examples, 208109 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:50,259 : INFO : EPOCH 2 - PROGRESS: at 66.05% examples, 208096 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:51,292 : INFO : EPOCH 2 - PROGRESS: at 66.17% examples, 208105 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:52,326 : INFO : EPOCH 2 - PROGRESS: at 66.28% examples, 208099 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:53,330 : INFO : EPOCH 2 - PROGRESS: at 66.41% examples, 208098 words/s, in_qsize 7, out_qsize 1
2020-07-17 00:33:54,370 : INFO : EPOCH 2 - PROGRESS: at 66.53% examples, 208104 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:55,388 : INFO : EPOCH 2 - PROGRESS: at 66.63% examples, 208106 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:56,438 : INFO : EPOCH 2 - PROGRESS: at 66.73% examples, 208106 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:57,450 : INFO : EPOCH 2 - PROGRESS: at 66.87% examples, 208118 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:58,489 : INFO : EPOCH 2 - PROGRESS: at 66.97% examples, 208113 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:33:59,507 : INFO : EPOCH 2 - PROGRESS: at 67.09% examples, 208109 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:34:00,538 : INFO : EPOCH 2 - PROGRESS: at 67.22% examples, 208121 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:01,548 : INFO : EPOCH 2 - PROGRESS: at 67.34% examples, 208112 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:02,550 : INFO : EPOCH 2 - PROGRESS: at 67.45% examples, 208127 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:03,591 : INFO : EPOCH 2 - PROGRESS: at 67.58% examples, 208121 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:04,627 : INFO : EPOCH 2 - PROGRESS: at 67.69% examples, 208124 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:05,648 : INFO : EPOCH 2 - PROGRESS: at 67.80% examples, 208131 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:06,652 : INFO : EPOCH 2 - PROGRESS: at 67.91% examples, 208135 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:07,680 : INFO : EPOCH 2 - PROGRESS: at 68.03% examples, 208133 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:08,690 : INFO : EPOCH 2 - PROGRESS: at 68.15% examples, 208138 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:09,770 : INFO : EPOCH 2 - PROGRESS: at 68.27% examples, 208124 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:10,776 : INFO : EPOCH 2 - PROGRESS: at 68.39% examples, 208150 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:11,794 : INFO : EPOCH 2 - PROGRESS: at 68.50% examples, 208148 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:12,795 : INFO : EPOCH 2 - PROGRESS: at 68.61% examples, 208153 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:13,807 : INFO : EPOCH 2 - PROGRESS: at 68.72% examples, 208145 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:14,824 : INFO : EPOCH 2 - PROGRESS: at 68.85% examples, 208148 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:15,841 : INFO : EPOCH 2 - PROGRESS: at 68.94% examples, 208151 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:16,893 : INFO : EPOCH 2 - PROGRESS: at 69.04% examples, 208149 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:17,907 : INFO : EPOCH 2 - PROGRESS: at 69.15% examples, 208161 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:18,928 : INFO : EPOCH 2 - PROGRESS: at 69.26% examples, 208155 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:19,935 : INFO : EPOCH 2 - PROGRESS: at 69.38% examples, 208161 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:20,936 : INFO : EPOCH 2 - PROGRESS: at 69.51% examples, 208165 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:21,985 : INFO : EPOCH 2 - PROGRESS: at 69.63% examples, 208171 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:22,996 : INFO : EPOCH 2 - PROGRESS: at 69.74% examples, 208168 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:24,012 : INFO : EPOCH 2 - PROGRESS: at 69.85% examples, 208171 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:25,065 : INFO : EPOCH 2 - PROGRESS: at 69.98% examples, 208165 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:26,077 : INFO : EPOCH 2 - PROGRESS: at 70.08% examples, 208171 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:27,094 : INFO : EPOCH 2 - PROGRESS: at 70.21% examples, 208171 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:28,199 : INFO : EPOCH 2 - PROGRESS: at 70.32% examples, 208162 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:29,200 : INFO : EPOCH 2 - PROGRESS: at 70.43% examples, 208171 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:30,202 : INFO : EPOCH 2 - PROGRESS: at 70.56% examples, 208186 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:31,226 : INFO : EPOCH 2 - PROGRESS: at 70.67% examples, 208181 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:32,256 : INFO : EPOCH 2 - PROGRESS: at 70.78% examples, 208177 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:33,266 : INFO : EPOCH 2 - PROGRESS: at 70.90% examples, 208184 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:34,271 : INFO : EPOCH 2 - PROGRESS: at 71.02% examples, 208192 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:35,305 : INFO : EPOCH 2 - PROGRESS: at 71.13% examples, 208191 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:36,308 : INFO : EPOCH 2 - PROGRESS: at 71.24% examples, 208182 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:37,342 : INFO : EPOCH 2 - PROGRESS: at 71.34% examples, 208190 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:38,394 : INFO : EPOCH 2 - PROGRESS: at 71.45% examples, 208192 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:39,404 : INFO : EPOCH 2 - PROGRESS: at 71.58% examples, 208204 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:40,426 : INFO : EPOCH 2 - PROGRESS: at 71.70% examples, 208205 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:41,430 : INFO : EPOCH 2 - PROGRESS: at 71.80% examples, 208199 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:42,463 : INFO : EPOCH 2 - PROGRESS: at 71.92% examples, 208203 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:43,522 : INFO : EPOCH 2 - PROGRESS: at 72.05% examples, 208200 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:44,528 : INFO : EPOCH 2 - PROGRESS: at 72.16% examples, 208207 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:45,534 : INFO : EPOCH 2 - PROGRESS: at 72.28% examples, 208216 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:46,601 : INFO : EPOCH 2 - PROGRESS: at 72.40% examples, 208208 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:47,633 : INFO : EPOCH 2 - PROGRESS: at 72.50% examples, 208207 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:48,659 : INFO : EPOCH 2 - PROGRESS: at 72.61% examples, 208207 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:49,696 : INFO : EPOCH 2 - PROGRESS: at 72.73% examples, 208213 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:50,751 : INFO : EPOCH 2 - PROGRESS: at 72.87% examples, 208219 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:51,773 : INFO : EPOCH 2 - PROGRESS: at 72.98% examples, 208210 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:52,776 : INFO : EPOCH 2 - PROGRESS: at 73.11% examples, 208219 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:53,780 : INFO : EPOCH 2 - PROGRESS: at 73.23% examples, 208216 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:54,788 : INFO : EPOCH 2 - PROGRESS: at 73.35% examples, 208226 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:55,792 : INFO : EPOCH 2 - PROGRESS: at 73.47% examples, 208217 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:56,863 : INFO : EPOCH 2 - PROGRESS: at 73.60% examples, 208225 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:57,867 : INFO : EPOCH 2 - PROGRESS: at 73.71% examples, 208240 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:58,928 : INFO : EPOCH 2 - PROGRESS: at 73.81% examples, 208231 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:34:59,986 : INFO : EPOCH 2 - PROGRESS: at 73.92% examples, 208231 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:01,035 : INFO : EPOCH 2 - PROGRESS: at 74.05% examples, 208240 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:02,055 : INFO : EPOCH 2 - PROGRESS: at 74.15% examples, 208231 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:03,082 : INFO : EPOCH 2 - PROGRESS: at 74.26% examples, 208240 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:04,084 : INFO : EPOCH 2 - PROGRESS: at 74.38% examples, 208242 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:05,086 : INFO : EPOCH 2 - PROGRESS: at 74.50% examples, 208240 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:06,102 : INFO : EPOCH 2 - PROGRESS: at 74.62% examples, 208255 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:07,117 : INFO : EPOCH 2 - PROGRESS: at 74.74% examples, 208248 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:08,138 : INFO : EPOCH 2 - PROGRESS: at 74.84% examples, 208237 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:09,171 : INFO : EPOCH 2 - PROGRESS: at 74.97% examples, 208243 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:10,184 : INFO : EPOCH 2 - PROGRESS: at 75.08% examples, 208246 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:11,185 : INFO : EPOCH 2 - PROGRESS: at 75.19% examples, 208247 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:12,281 : INFO : EPOCH 2 - PROGRESS: at 75.31% examples, 208239 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:35:13,284 : INFO : EPOCH 2 - PROGRESS: at 75.42% examples, 208259 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:14,291 : INFO : EPOCH 2 - PROGRESS: at 75.54% examples, 208249 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:15,325 : INFO : EPOCH 2 - PROGRESS: at 75.65% examples, 208239 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:16,332 : INFO : EPOCH 2 - PROGRESS: at 75.77% examples, 208251 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:17,362 : INFO : EPOCH 2 - PROGRESS: at 75.89% examples, 208254 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:18,398 : INFO : EPOCH 2 - PROGRESS: at 76.01% examples, 208241 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:19,462 : INFO : EPOCH 2 - PROGRESS: at 76.13% examples, 208245 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:20,510 : INFO : EPOCH 2 - PROGRESS: at 76.24% examples, 208253 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:21,535 : INFO : EPOCH 2 - PROGRESS: at 76.36% examples, 208246 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:22,535 : INFO : EPOCH 2 - PROGRESS: at 76.49% examples, 208254 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:35:23,581 : INFO : EPOCH 2 - PROGRESS: at 76.59% examples, 208256 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:24,588 : INFO : EPOCH 2 - PROGRESS: at 76.70% examples, 208260 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:25,609 : INFO : EPOCH 2 - PROGRESS: at 76.83% examples, 208256 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:26,639 : INFO : EPOCH 2 - PROGRESS: at 76.94% examples, 208268 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:27,659 : INFO : EPOCH 2 - PROGRESS: at 77.04% examples, 208259 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:28,682 : INFO : EPOCH 2 - PROGRESS: at 77.16% examples, 208268 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:35:29,691 : INFO : EPOCH 2 - PROGRESS: at 77.26% examples, 208274 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:30,719 : INFO : EPOCH 2 - PROGRESS: at 77.37% examples, 208261 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:35:31,725 : INFO : EPOCH 2 - PROGRESS: at 77.49% examples, 208271 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:32,788 : INFO : EPOCH 2 - PROGRESS: at 77.59% examples, 208267 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:33,794 : INFO : EPOCH 2 - PROGRESS: at 77.71% examples, 208283 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:34,801 : INFO : EPOCH 2 - PROGRESS: at 77.80% examples, 208278 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:35:35,825 : INFO : EPOCH 2 - PROGRESS: at 77.92% examples, 208283 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:36,830 : INFO : EPOCH 2 - PROGRESS: at 78.05% examples, 208279 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:37,844 : INFO : EPOCH 2 - PROGRESS: at 78.18% examples, 208277 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:38,878 : INFO : EPOCH 2 - PROGRESS: at 78.29% examples, 208278 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:39,922 : INFO : EPOCH 2 - PROGRESS: at 78.41% examples, 208287 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:40,989 : INFO : EPOCH 2 - PROGRESS: at 78.53% examples, 208287 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:41,997 : INFO : EPOCH 2 - PROGRESS: at 78.66% examples, 208294 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:43,012 : INFO : EPOCH 2 - PROGRESS: at 78.77% examples, 208291 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:44,027 : INFO : EPOCH 2 - PROGRESS: at 78.89% examples, 208292 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:45,073 : INFO : EPOCH 2 - PROGRESS: at 79.01% examples, 208289 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:46,181 : INFO : EPOCH 2 - PROGRESS: at 79.17% examples, 208287 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:47,197 : INFO : EPOCH 2 - PROGRESS: at 79.29% examples, 208299 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:48,232 : INFO : EPOCH 2 - PROGRESS: at 79.38% examples, 208294 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:49,236 : INFO : EPOCH 2 - PROGRESS: at 79.51% examples, 208303 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:50,252 : INFO : EPOCH 2 - PROGRESS: at 79.62% examples, 208308 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:51,264 : INFO : EPOCH 2 - PROGRESS: at 79.73% examples, 208303 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:52,264 : INFO : EPOCH 2 - PROGRESS: at 79.84% examples, 208312 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:53,280 : INFO : EPOCH 2 - PROGRESS: at 79.97% examples, 208306 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:54,315 : INFO : EPOCH 2 - PROGRESS: at 80.08% examples, 208304 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:55,351 : INFO : EPOCH 2 - PROGRESS: at 80.18% examples, 208301 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:56,378 : INFO : EPOCH 2 - PROGRESS: at 80.29% examples, 208311 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:57,455 : INFO : EPOCH 2 - PROGRESS: at 80.40% examples, 208301 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:58,459 : INFO : EPOCH 2 - PROGRESS: at 80.51% examples, 208313 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:35:59,498 : INFO : EPOCH 2 - PROGRESS: at 80.64% examples, 208300 words/s, in_qsize 8, out_qsize 1
2020-07-17 00:36:00,502 : INFO : EPOCH 2 - PROGRESS: at 80.73% examples, 208300 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:01,509 : INFO : EPOCH 2 - PROGRESS: at 80.86% examples, 208313 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:02,538 : INFO : EPOCH 2 - PROGRESS: at 80.98% examples, 208317 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:03,571 : INFO : EPOCH 2 - PROGRESS: at 81.07% examples, 208306 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:04,637 : INFO : EPOCH 2 - PROGRESS: at 81.19% examples, 208304 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:05,645 : INFO : EPOCH 2 - PROGRESS: at 81.32% examples, 208316 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:06,688 : INFO : EPOCH 2 - PROGRESS: at 81.45% examples, 208318 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:07,692 : INFO : EPOCH 2 - PROGRESS: at 81.55% examples, 208318 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:08,710 : INFO : EPOCH 2 - PROGRESS: at 81.66% examples, 208312 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:09,722 : INFO : EPOCH 2 - PROGRESS: at 81.76% examples, 208324 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:10,799 : INFO : EPOCH 2 - PROGRESS: at 81.87% examples, 208315 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:11,816 : INFO : EPOCH 2 - PROGRESS: at 82.01% examples, 208327 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:12,877 : INFO : EPOCH 2 - PROGRESS: at 82.14% examples, 208319 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:13,958 : INFO : EPOCH 2 - PROGRESS: at 82.25% examples, 208315 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:14,961 : INFO : EPOCH 2 - PROGRESS: at 82.38% examples, 208323 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:15,995 : INFO : EPOCH 2 - PROGRESS: at 82.49% examples, 208327 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:16,997 : INFO : EPOCH 2 - PROGRESS: at 82.63% examples, 208326 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:18,049 : INFO : EPOCH 2 - PROGRESS: at 82.75% examples, 208326 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:19,056 : INFO : EPOCH 2 - PROGRESS: at 82.87% examples, 208331 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:20,061 : INFO : EPOCH 2 - PROGRESS: at 82.97% examples, 208334 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:21,061 : INFO : EPOCH 2 - PROGRESS: at 83.07% examples, 208334 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:22,131 : INFO : EPOCH 2 - PROGRESS: at 83.19% examples, 208329 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:23,179 : INFO : EPOCH 2 - PROGRESS: at 83.30% examples, 208333 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:24,184 : INFO : EPOCH 2 - PROGRESS: at 83.40% examples, 208343 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:25,192 : INFO : EPOCH 2 - PROGRESS: at 83.52% examples, 208343 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:26,208 : INFO : EPOCH 2 - PROGRESS: at 83.64% examples, 208341 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:27,280 : INFO : EPOCH 2 - PROGRESS: at 83.78% examples, 208332 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:28,292 : INFO : EPOCH 2 - PROGRESS: at 83.88% examples, 208345 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:29,298 : INFO : EPOCH 2 - PROGRESS: at 83.98% examples, 208340 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:30,303 : INFO : EPOCH 2 - PROGRESS: at 84.10% examples, 208345 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:31,323 : INFO : EPOCH 2 - PROGRESS: at 84.19% examples, 208345 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:32,332 : INFO : EPOCH 2 - PROGRESS: at 84.31% examples, 208341 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:33,340 : INFO : EPOCH 2 - PROGRESS: at 84.42% examples, 208344 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:34,353 : INFO : EPOCH 2 - PROGRESS: at 84.54% examples, 208350 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:35,356 : INFO : EPOCH 2 - PROGRESS: at 84.65% examples, 208348 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:36,416 : INFO : EPOCH 2 - PROGRESS: at 84.77% examples, 208345 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:37,488 : INFO : EPOCH 2 - PROGRESS: at 84.88% examples, 208345 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:38,489 : INFO : EPOCH 2 - PROGRESS: at 84.98% examples, 208343 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:39,523 : INFO : EPOCH 2 - PROGRESS: at 85.09% examples, 208348 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:40,587 : INFO : EPOCH 2 - PROGRESS: at 85.22% examples, 208342 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:41,590 : INFO : EPOCH 2 - PROGRESS: at 85.33% examples, 208361 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:42,619 : INFO : EPOCH 2 - PROGRESS: at 85.45% examples, 208355 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:43,620 : INFO : EPOCH 2 - PROGRESS: at 85.58% examples, 208361 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:44,639 : INFO : EPOCH 2 - PROGRESS: at 85.69% examples, 208348 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:45,650 : INFO : EPOCH 2 - PROGRESS: at 85.81% examples, 208352 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:46,679 : INFO : EPOCH 2 - PROGRESS: at 85.94% examples, 208355 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:47,683 : INFO : EPOCH 2 - PROGRESS: at 86.05% examples, 208359 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:48,737 : INFO : EPOCH 2 - PROGRESS: at 86.16% examples, 208351 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:49,815 : INFO : EPOCH 2 - PROGRESS: at 86.27% examples, 208349 words/s, in_qsize 7, out_qsize 1
2020-07-17 00:36:50,893 : INFO : EPOCH 2 - PROGRESS: at 86.38% examples, 208354 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:51,895 : INFO : EPOCH 2 - PROGRESS: at 86.48% examples, 208363 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:52,924 : INFO : EPOCH 2 - PROGRESS: at 86.58% examples, 208359 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:53,938 : INFO : EPOCH 2 - PROGRESS: at 86.70% examples, 208356 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:54,960 : INFO : EPOCH 2 - PROGRESS: at 86.81% examples, 208363 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:55,962 : INFO : EPOCH 2 - PROGRESS: at 86.93% examples, 208365 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:56,995 : INFO : EPOCH 2 - PROGRESS: at 87.04% examples, 208365 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:57,996 : INFO : EPOCH 2 - PROGRESS: at 87.15% examples, 208367 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:36:59,042 : INFO : EPOCH 2 - PROGRESS: at 87.25% examples, 208360 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:00,077 : INFO : EPOCH 2 - PROGRESS: at 87.37% examples, 208370 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:01,127 : INFO : EPOCH 2 - PROGRESS: at 87.49% examples, 208366 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:02,142 : INFO : EPOCH 2 - PROGRESS: at 87.61% examples, 208367 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:03,179 : INFO : EPOCH 2 - PROGRESS: at 87.71% examples, 208366 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:04,190 : INFO : EPOCH 2 - PROGRESS: at 87.81% examples, 208374 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:05,192 : INFO : EPOCH 2 - PROGRESS: at 87.92% examples, 208375 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:06,219 : INFO : EPOCH 2 - PROGRESS: at 88.04% examples, 208372 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:07,241 : INFO : EPOCH 2 - PROGRESS: at 88.17% examples, 208361 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:08,263 : INFO : EPOCH 2 - PROGRESS: at 88.29% examples, 208370 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:09,315 : INFO : EPOCH 2 - PROGRESS: at 88.40% examples, 208364 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:10,370 : INFO : EPOCH 2 - PROGRESS: at 88.53% examples, 208365 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:11,401 : INFO : EPOCH 2 - PROGRESS: at 88.64% examples, 208374 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:12,405 : INFO : EPOCH 2 - PROGRESS: at 88.75% examples, 208364 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:13,466 : INFO : EPOCH 2 - PROGRESS: at 88.86% examples, 208361 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:14,501 : INFO : EPOCH 2 - PROGRESS: at 88.97% examples, 208364 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:15,517 : INFO : EPOCH 2 - PROGRESS: at 89.10% examples, 208369 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:16,530 : INFO : EPOCH 2 - PROGRESS: at 89.20% examples, 208364 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:17,556 : INFO : EPOCH 2 - PROGRESS: at 89.30% examples, 208366 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:18,571 : INFO : EPOCH 2 - PROGRESS: at 89.44% examples, 208372 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:19,604 : INFO : EPOCH 2 - PROGRESS: at 89.55% examples, 208360 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:20,659 : INFO : EPOCH 2 - PROGRESS: at 89.64% examples, 208360 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:21,663 : INFO : EPOCH 2 - PROGRESS: at 89.74% examples, 208364 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:22,688 : INFO : EPOCH 2 - PROGRESS: at 89.86% examples, 208357 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:23,724 : INFO : EPOCH 2 - PROGRESS: at 89.97% examples, 208355 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:24,794 : INFO : EPOCH 2 - PROGRESS: at 90.07% examples, 208357 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:25,848 : INFO : EPOCH 2 - PROGRESS: at 90.20% examples, 208348 words/s, in_qsize 8, out_qsize 2
2020-07-17 00:37:26,865 : INFO : EPOCH 2 - PROGRESS: at 90.31% examples, 208356 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:27,899 : INFO : EPOCH 2 - PROGRESS: at 90.42% examples, 208351 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:28,933 : INFO : EPOCH 2 - PROGRESS: at 90.55% examples, 208358 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:29,944 : INFO : EPOCH 2 - PROGRESS: at 90.66% examples, 208348 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:31,040 : INFO : EPOCH 2 - PROGRESS: at 90.78% examples, 208345 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:32,045 : INFO : EPOCH 2 - PROGRESS: at 90.91% examples, 208346 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:33,052 : INFO : EPOCH 2 - PROGRESS: at 90.99% examples, 208346 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:37:34,057 : INFO : EPOCH 2 - PROGRESS: at 91.10% examples, 208352 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:35,068 : INFO : EPOCH 2 - PROGRESS: at 91.22% examples, 208354 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:36,095 : INFO : EPOCH 2 - PROGRESS: at 91.33% examples, 208327 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:37,098 : INFO : EPOCH 2 - PROGRESS: at 91.42% examples, 208288 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:38,106 : INFO : EPOCH 2 - PROGRESS: at 91.49% examples, 208248 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:39,131 : INFO : EPOCH 2 - PROGRESS: at 91.63% examples, 208258 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:40,138 : INFO : EPOCH 2 - PROGRESS: at 91.73% examples, 208256 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:41,175 : INFO : EPOCH 2 - PROGRESS: at 91.83% examples, 208250 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:42,194 : INFO : EPOCH 2 - PROGRESS: at 91.95% examples, 208261 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:43,206 : INFO : EPOCH 2 - PROGRESS: at 92.07% examples, 208256 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:44,242 : INFO : EPOCH 2 - PROGRESS: at 92.20% examples, 208250 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:45,250 : INFO : EPOCH 2 - PROGRESS: at 92.31% examples, 208264 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:46,263 : INFO : EPOCH 2 - PROGRESS: at 92.42% examples, 208265 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:47,290 : INFO : EPOCH 2 - PROGRESS: at 92.53% examples, 208261 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:48,305 : INFO : EPOCH 2 - PROGRESS: at 92.64% examples, 208263 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:49,320 : INFO : EPOCH 2 - PROGRESS: at 92.76% examples, 208267 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:50,369 : INFO : EPOCH 2 - PROGRESS: at 92.85% examples, 208264 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:51,379 : INFO : EPOCH 2 - PROGRESS: at 92.96% examples, 208266 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:52,385 : INFO : EPOCH 2 - PROGRESS: at 93.08% examples, 208269 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:53,390 : INFO : EPOCH 2 - PROGRESS: at 93.19% examples, 208274 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:37:54,452 : INFO : EPOCH 2 - PROGRESS: at 93.29% examples, 208266 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:55,465 : INFO : EPOCH 2 - PROGRESS: at 93.42% examples, 208267 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:56,496 : INFO : EPOCH 2 - PROGRESS: at 93.54% examples, 208271 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:57,515 : INFO : EPOCH 2 - PROGRESS: at 93.65% examples, 208268 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:58,557 : INFO : EPOCH 2 - PROGRESS: at 93.76% examples, 208278 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:37:59,587 : INFO : EPOCH 2 - PROGRESS: at 93.87% examples, 208274 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:00,599 : INFO : EPOCH 2 - PROGRESS: at 93.98% examples, 208281 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:01,651 : INFO : EPOCH 2 - PROGRESS: at 94.13% examples, 208275 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:02,661 : INFO : EPOCH 2 - PROGRESS: at 94.24% examples, 208282 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:03,673 : INFO : EPOCH 2 - PROGRESS: at 94.36% examples, 208275 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:04,686 : INFO : EPOCH 2 - PROGRESS: at 94.48% examples, 208281 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:05,698 : INFO : EPOCH 2 - PROGRESS: at 94.59% examples, 208282 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:06,724 : INFO : EPOCH 2 - PROGRESS: at 94.70% examples, 208283 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:07,736 : INFO : EPOCH 2 - PROGRESS: at 94.80% examples, 208282 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:08,808 : INFO : EPOCH 2 - PROGRESS: at 94.91% examples, 208277 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:09,827 : INFO : EPOCH 2 - PROGRESS: at 95.02% examples, 208289 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:10,891 : INFO : EPOCH 2 - PROGRESS: at 95.14% examples, 208285 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:11,896 : INFO : EPOCH 2 - PROGRESS: at 95.23% examples, 208296 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:12,914 : INFO : EPOCH 2 - PROGRESS: at 95.34% examples, 208293 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:13,918 : INFO : EPOCH 2 - PROGRESS: at 95.46% examples, 208296 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:14,951 : INFO : EPOCH 2 - PROGRESS: at 95.58% examples, 208289 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:38:15,991 : INFO : EPOCH 2 - PROGRESS: at 95.70% examples, 208300 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:16,994 : INFO : EPOCH 2 - PROGRESS: at 95.82% examples, 208297 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:17,999 : INFO : EPOCH 2 - PROGRESS: at 95.93% examples, 208305 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:38:19,035 : INFO : EPOCH 2 - PROGRESS: at 96.05% examples, 208291 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:20,108 : INFO : EPOCH 2 - PROGRESS: at 96.16% examples, 208294 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:21,109 : INFO : EPOCH 2 - PROGRESS: at 96.28% examples, 208298 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:38:22,112 : INFO : EPOCH 2 - PROGRESS: at 96.41% examples, 208303 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:23,164 : INFO : EPOCH 2 - PROGRESS: at 96.52% examples, 208302 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:24,198 : INFO : EPOCH 2 - PROGRESS: at 96.64% examples, 208300 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:25,210 : INFO : EPOCH 2 - PROGRESS: at 96.76% examples, 208313 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:26,246 : INFO : EPOCH 2 - PROGRESS: at 96.86% examples, 208310 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:27,250 : INFO : EPOCH 2 - PROGRESS: at 96.98% examples, 208310 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:28,280 : INFO : EPOCH 2 - PROGRESS: at 97.09% examples, 208315 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:29,281 : INFO : EPOCH 2 - PROGRESS: at 97.21% examples, 208313 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:30,357 : INFO : EPOCH 2 - PROGRESS: at 97.31% examples, 208311 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:31,359 : INFO : EPOCH 2 - PROGRESS: at 97.44% examples, 208318 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:32,375 : INFO : EPOCH 2 - PROGRESS: at 97.56% examples, 208319 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:38:33,421 : INFO : EPOCH 2 - PROGRESS: at 97.68% examples, 208317 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:38:34,446 : INFO : EPOCH 2 - PROGRESS: at 97.80% examples, 208324 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:35,455 : INFO : EPOCH 2 - PROGRESS: at 97.91% examples, 208324 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:36,458 : INFO : EPOCH 2 - PROGRESS: at 98.02% examples, 208323 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:37,469 : INFO : EPOCH 2 - PROGRESS: at 98.14% examples, 208325 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:38,515 : INFO : EPOCH 2 - PROGRESS: at 98.25% examples, 208322 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:39,526 : INFO : EPOCH 2 - PROGRESS: at 98.34% examples, 208331 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:40,559 : INFO : EPOCH 2 - PROGRESS: at 98.45% examples, 208325 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:41,584 : INFO : EPOCH 2 - PROGRESS: at 98.58% examples, 208321 words/s, in_qsize 8, out_qsize 1
2020-07-17 00:38:42,630 : INFO : EPOCH 2 - PROGRESS: at 98.70% examples, 208330 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:43,669 : INFO : EPOCH 2 - PROGRESS: at 98.81% examples, 208334 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:44,671 : INFO : EPOCH 2 - PROGRESS: at 98.91% examples, 208333 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:45,679 : INFO : EPOCH 2 - PROGRESS: at 99.02% examples, 208341 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:46,680 : INFO : EPOCH 2 - PROGRESS: at 99.13% examples, 208336 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:47,702 : INFO : EPOCH 2 - PROGRESS: at 99.24% examples, 208339 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:48,731 : INFO : EPOCH 2 - PROGRESS: at 99.36% examples, 208332 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:49,758 : INFO : EPOCH 2 - PROGRESS: at 99.48% examples, 208345 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:50,768 : INFO : EPOCH 2 - PROGRESS: at 99.57% examples, 208344 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:51,787 : INFO : EPOCH 2 - PROGRESS: at 99.67% examples, 208345 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:52,821 : INFO : EPOCH 2 - PROGRESS: at 99.78% examples, 208349 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:53,832 : INFO : EPOCH 2 - PROGRESS: at 99.90% examples, 208353 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:54,692 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 00:38:54,703 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 00:38:54,703 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 00:38:54,744 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 00:38:54,745 : INFO : EPOCH - 2 : training on 248038538 raw words (187745755 effective words) took 901.1s, 208357 effective words/s
2020-07-17 00:38:55,794 : INFO : EPOCH 3 - PROGRESS: at 0.11% examples, 194991 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:38:56,797 : INFO : EPOCH 3 - PROGRESS: at 0.22% examples, 200133 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:57,842 : INFO : EPOCH 3 - PROGRESS: at 0.33% examples, 204301 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:58,852 : INFO : EPOCH 3 - PROGRESS: at 0.43% examples, 206473 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:38:59,867 : INFO : EPOCH 3 - PROGRESS: at 0.55% examples, 207726 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:00,923 : INFO : EPOCH 3 - PROGRESS: at 0.65% examples, 206089 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:01,948 : INFO : EPOCH 3 - PROGRESS: at 0.75% examples, 206384 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:02,977 : INFO : EPOCH 3 - PROGRESS: at 0.86% examples, 207154 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:04,047 : INFO : EPOCH 3 - PROGRESS: at 0.99% examples, 207194 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:05,055 : INFO : EPOCH 3 - PROGRESS: at 1.11% examples, 207772 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:06,067 : INFO : EPOCH 3 - PROGRESS: at 1.22% examples, 207420 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:07,069 : INFO : EPOCH 3 - PROGRESS: at 1.33% examples, 207935 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:08,151 : INFO : EPOCH 3 - PROGRESS: at 1.44% examples, 207566 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:39:09,165 : INFO : EPOCH 3 - PROGRESS: at 1.56% examples, 207836 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:10,189 : INFO : EPOCH 3 - PROGRESS: at 1.67% examples, 208264 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:11,209 : INFO : EPOCH 3 - PROGRESS: at 1.79% examples, 208136 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:39:12,213 : INFO : EPOCH 3 - PROGRESS: at 1.89% examples, 208152 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:13,223 : INFO : EPOCH 3 - PROGRESS: at 2.00% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:14,263 : INFO : EPOCH 3 - PROGRESS: at 2.11% examples, 208170 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:15,276 : INFO : EPOCH 3 - PROGRESS: at 2.23% examples, 208311 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:16,279 : INFO : EPOCH 3 - PROGRESS: at 2.33% examples, 208528 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:17,283 : INFO : EPOCH 3 - PROGRESS: at 2.44% examples, 208274 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:18,324 : INFO : EPOCH 3 - PROGRESS: at 2.56% examples, 208377 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:19,347 : INFO : EPOCH 3 - PROGRESS: at 2.68% examples, 208517 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:20,389 : INFO : EPOCH 3 - PROGRESS: at 2.79% examples, 208298 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:21,392 : INFO : EPOCH 3 - PROGRESS: at 2.90% examples, 208606 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:22,401 : INFO : EPOCH 3 - PROGRESS: at 3.01% examples, 208460 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:23,412 : INFO : EPOCH 3 - PROGRESS: at 3.12% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:24,427 : INFO : EPOCH 3 - PROGRESS: at 3.23% examples, 208428 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:25,496 : INFO : EPOCH 3 - PROGRESS: at 3.35% examples, 208393 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:26,502 : INFO : EPOCH 3 - PROGRESS: at 3.46% examples, 208443 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:27,524 : INFO : EPOCH 3 - PROGRESS: at 3.60% examples, 208590 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:28,562 : INFO : EPOCH 3 - PROGRESS: at 3.70% examples, 208520 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:29,598 : INFO : EPOCH 3 - PROGRESS: at 3.80% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:30,605 : INFO : EPOCH 3 - PROGRESS: at 3.91% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:31,611 : INFO : EPOCH 3 - PROGRESS: at 4.02% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:32,650 : INFO : EPOCH 3 - PROGRESS: at 4.14% examples, 208424 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:33,659 : INFO : EPOCH 3 - PROGRESS: at 4.26% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:34,672 : INFO : EPOCH 3 - PROGRESS: at 4.37% examples, 208601 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:35,699 : INFO : EPOCH 3 - PROGRESS: at 4.47% examples, 208570 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:36,742 : INFO : EPOCH 3 - PROGRESS: at 4.59% examples, 208598 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:37,758 : INFO : EPOCH 3 - PROGRESS: at 4.71% examples, 208629 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:38,776 : INFO : EPOCH 3 - PROGRESS: at 4.82% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:39,813 : INFO : EPOCH 3 - PROGRESS: at 4.93% examples, 208562 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:40,818 : INFO : EPOCH 3 - PROGRESS: at 5.06% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:41,852 : INFO : EPOCH 3 - PROGRESS: at 5.17% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:42,867 : INFO : EPOCH 3 - PROGRESS: at 5.30% examples, 208734 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:43,871 : INFO : EPOCH 3 - PROGRESS: at 5.41% examples, 208603 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:44,921 : INFO : EPOCH 3 - PROGRESS: at 5.54% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:45,938 : INFO : EPOCH 3 - PROGRESS: at 5.66% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:46,971 : INFO : EPOCH 3 - PROGRESS: at 5.78% examples, 208638 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:47,975 : INFO : EPOCH 3 - PROGRESS: at 5.89% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:48,984 : INFO : EPOCH 3 - PROGRESS: at 6.01% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:49,986 : INFO : EPOCH 3 - PROGRESS: at 6.11% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:51,002 : INFO : EPOCH 3 - PROGRESS: at 6.21% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:52,009 : INFO : EPOCH 3 - PROGRESS: at 6.32% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:53,014 : INFO : EPOCH 3 - PROGRESS: at 6.43% examples, 208726 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:54,022 : INFO : EPOCH 3 - PROGRESS: at 6.54% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:55,054 : INFO : EPOCH 3 - PROGRESS: at 6.66% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:56,074 : INFO : EPOCH 3 - PROGRESS: at 6.78% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:57,129 : INFO : EPOCH 3 - PROGRESS: at 6.89% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:58,170 : INFO : EPOCH 3 - PROGRESS: at 7.00% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:39:59,189 : INFO : EPOCH 3 - PROGRESS: at 7.13% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:00,200 : INFO : EPOCH 3 - PROGRESS: at 7.25% examples, 208773 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:01,205 : INFO : EPOCH 3 - PROGRESS: at 7.37% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:02,220 : INFO : EPOCH 3 - PROGRESS: at 7.47% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:03,277 : INFO : EPOCH 3 - PROGRESS: at 7.58% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:04,281 : INFO : EPOCH 3 - PROGRESS: at 7.69% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:05,299 : INFO : EPOCH 3 - PROGRESS: at 7.80% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:06,300 : INFO : EPOCH 3 - PROGRESS: at 7.92% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:07,334 : INFO : EPOCH 3 - PROGRESS: at 8.03% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:08,370 : INFO : EPOCH 3 - PROGRESS: at 8.14% examples, 208665 words/s, in_qsize 7, out_qsize 1
2020-07-17 00:40:09,414 : INFO : EPOCH 3 - PROGRESS: at 8.26% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:10,422 : INFO : EPOCH 3 - PROGRESS: at 8.37% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:11,425 : INFO : EPOCH 3 - PROGRESS: at 8.47% examples, 208815 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:12,449 : INFO : EPOCH 3 - PROGRESS: at 8.58% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:13,479 : INFO : EPOCH 3 - PROGRESS: at 8.69% examples, 208716 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:14,515 : INFO : EPOCH 3 - PROGRESS: at 8.82% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:15,541 : INFO : EPOCH 3 - PROGRESS: at 8.93% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:16,546 : INFO : EPOCH 3 - PROGRESS: at 9.04% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:17,552 : INFO : EPOCH 3 - PROGRESS: at 9.15% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:18,663 : INFO : EPOCH 3 - PROGRESS: at 9.26% examples, 208611 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:19,750 : INFO : EPOCH 3 - PROGRESS: at 9.38% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:20,789 : INFO : EPOCH 3 - PROGRESS: at 9.50% examples, 208694 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:21,791 : INFO : EPOCH 3 - PROGRESS: at 9.63% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:22,840 : INFO : EPOCH 3 - PROGRESS: at 9.75% examples, 208736 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:23,867 : INFO : EPOCH 3 - PROGRESS: at 9.87% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:24,908 : INFO : EPOCH 3 - PROGRESS: at 10.00% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:25,912 : INFO : EPOCH 3 - PROGRESS: at 10.11% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:26,932 : INFO : EPOCH 3 - PROGRESS: at 10.23% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:27,946 : INFO : EPOCH 3 - PROGRESS: at 10.36% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:28,960 : INFO : EPOCH 3 - PROGRESS: at 10.47% examples, 208672 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:29,965 : INFO : EPOCH 3 - PROGRESS: at 10.59% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:30,971 : INFO : EPOCH 3 - PROGRESS: at 10.70% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:31,971 : INFO : EPOCH 3 - PROGRESS: at 10.82% examples, 208722 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:32,976 : INFO : EPOCH 3 - PROGRESS: at 10.92% examples, 208704 words/s, in_qsize 7, out_qsize 1
2020-07-17 00:40:34,066 : INFO : EPOCH 3 - PROGRESS: at 11.04% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:35,117 : INFO : EPOCH 3 - PROGRESS: at 11.16% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:36,134 : INFO : EPOCH 3 - PROGRESS: at 11.27% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:37,152 : INFO : EPOCH 3 - PROGRESS: at 11.39% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:38,174 : INFO : EPOCH 3 - PROGRESS: at 11.51% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:39,174 : INFO : EPOCH 3 - PROGRESS: at 11.63% examples, 208831 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:40,176 : INFO : EPOCH 3 - PROGRESS: at 11.73% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:41,197 : INFO : EPOCH 3 - PROGRESS: at 11.87% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:42,255 : INFO : EPOCH 3 - PROGRESS: at 11.98% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:43,274 : INFO : EPOCH 3 - PROGRESS: at 12.09% examples, 208726 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:44,339 : INFO : EPOCH 3 - PROGRESS: at 12.21% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:45,349 : INFO : EPOCH 3 - PROGRESS: at 12.32% examples, 208779 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:46,469 : INFO : EPOCH 3 - PROGRESS: at 12.46% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:47,523 : INFO : EPOCH 3 - PROGRESS: at 12.58% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:48,580 : INFO : EPOCH 3 - PROGRESS: at 12.70% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:49,634 : INFO : EPOCH 3 - PROGRESS: at 12.82% examples, 208771 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:50,661 : INFO : EPOCH 3 - PROGRESS: at 12.92% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:51,705 : INFO : EPOCH 3 - PROGRESS: at 13.05% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:52,709 : INFO : EPOCH 3 - PROGRESS: at 13.17% examples, 208772 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:40:53,741 : INFO : EPOCH 3 - PROGRESS: at 13.28% examples, 208732 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:54,774 : INFO : EPOCH 3 - PROGRESS: at 13.38% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:55,781 : INFO : EPOCH 3 - PROGRESS: at 13.49% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:56,812 : INFO : EPOCH 3 - PROGRESS: at 13.60% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:57,819 : INFO : EPOCH 3 - PROGRESS: at 13.73% examples, 208857 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:58,847 : INFO : EPOCH 3 - PROGRESS: at 13.85% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:40:59,916 : INFO : EPOCH 3 - PROGRESS: at 13.96% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:00,962 : INFO : EPOCH 3 - PROGRESS: at 14.08% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:01,988 : INFO : EPOCH 3 - PROGRESS: at 14.19% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:03,033 : INFO : EPOCH 3 - PROGRESS: at 14.31% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:04,113 : INFO : EPOCH 3 - PROGRESS: at 14.43% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:05,123 : INFO : EPOCH 3 - PROGRESS: at 14.56% examples, 208821 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:06,127 : INFO : EPOCH 3 - PROGRESS: at 14.66% examples, 208849 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:07,134 : INFO : EPOCH 3 - PROGRESS: at 14.77% examples, 208860 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:08,153 : INFO : EPOCH 3 - PROGRESS: at 14.91% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:09,156 : INFO : EPOCH 3 - PROGRESS: at 15.03% examples, 208896 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:10,207 : INFO : EPOCH 3 - PROGRESS: at 15.12% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:11,278 : INFO : EPOCH 3 - PROGRESS: at 15.22% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:12,302 : INFO : EPOCH 3 - PROGRESS: at 15.33% examples, 208844 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:13,310 : INFO : EPOCH 3 - PROGRESS: at 15.45% examples, 208849 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:14,326 : INFO : EPOCH 3 - PROGRESS: at 15.54% examples, 208823 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:15,381 : INFO : EPOCH 3 - PROGRESS: at 15.65% examples, 208816 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:16,452 : INFO : EPOCH 3 - PROGRESS: at 15.77% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:17,462 : INFO : EPOCH 3 - PROGRESS: at 15.90% examples, 208906 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:18,465 : INFO : EPOCH 3 - PROGRESS: at 15.99% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:19,537 : INFO : EPOCH 3 - PROGRESS: at 16.10% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:20,558 : INFO : EPOCH 3 - PROGRESS: at 16.22% examples, 208832 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:41:21,621 : INFO : EPOCH 3 - PROGRESS: at 16.34% examples, 208843 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:22,662 : INFO : EPOCH 3 - PROGRESS: at 16.46% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:23,677 : INFO : EPOCH 3 - PROGRESS: at 16.58% examples, 208869 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:24,691 : INFO : EPOCH 3 - PROGRESS: at 16.68% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:25,745 : INFO : EPOCH 3 - PROGRESS: at 16.79% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:26,757 : INFO : EPOCH 3 - PROGRESS: at 16.90% examples, 208868 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:27,785 : INFO : EPOCH 3 - PROGRESS: at 17.01% examples, 208861 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:28,793 : INFO : EPOCH 3 - PROGRESS: at 17.13% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:29,843 : INFO : EPOCH 3 - PROGRESS: at 17.23% examples, 208829 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:30,845 : INFO : EPOCH 3 - PROGRESS: at 17.34% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:31,849 : INFO : EPOCH 3 - PROGRESS: at 17.46% examples, 208880 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:32,861 : INFO : EPOCH 3 - PROGRESS: at 17.57% examples, 208780 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:41:33,877 : INFO : EPOCH 3 - PROGRESS: at 17.69% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:34,886 : INFO : EPOCH 3 - PROGRESS: at 17.80% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:35,922 : INFO : EPOCH 3 - PROGRESS: at 17.90% examples, 208855 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:36,969 : INFO : EPOCH 3 - PROGRESS: at 18.02% examples, 208832 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:37,983 : INFO : EPOCH 3 - PROGRESS: at 18.13% examples, 208832 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:38,989 : INFO : EPOCH 3 - PROGRESS: at 18.28% examples, 208858 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:40,014 : INFO : EPOCH 3 - PROGRESS: at 18.37% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:41,099 : INFO : EPOCH 3 - PROGRESS: at 18.49% examples, 208810 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:42,129 : INFO : EPOCH 3 - PROGRESS: at 18.58% examples, 208830 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:41:43,175 : INFO : EPOCH 3 - PROGRESS: at 18.69% examples, 208828 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:44,188 : INFO : EPOCH 3 - PROGRESS: at 18.80% examples, 208865 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:45,189 : INFO : EPOCH 3 - PROGRESS: at 18.91% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:46,264 : INFO : EPOCH 3 - PROGRESS: at 19.03% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:47,304 : INFO : EPOCH 3 - PROGRESS: at 19.12% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:48,349 : INFO : EPOCH 3 - PROGRESS: at 19.23% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:49,358 : INFO : EPOCH 3 - PROGRESS: at 19.32% examples, 208782 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:41:50,359 : INFO : EPOCH 3 - PROGRESS: at 19.43% examples, 208787 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:41:51,363 : INFO : EPOCH 3 - PROGRESS: at 19.53% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:52,385 : INFO : EPOCH 3 - PROGRESS: at 19.65% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:53,419 : INFO : EPOCH 3 - PROGRESS: at 19.78% examples, 208716 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:54,458 : INFO : EPOCH 3 - PROGRESS: at 19.90% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:55,506 : INFO : EPOCH 3 - PROGRESS: at 20.05% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:56,597 : INFO : EPOCH 3 - PROGRESS: at 20.15% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:57,610 : INFO : EPOCH 3 - PROGRESS: at 20.28% examples, 208662 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:58,704 : INFO : EPOCH 3 - PROGRESS: at 20.38% examples, 208521 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:41:59,773 : INFO : EPOCH 3 - PROGRESS: at 20.47% examples, 208292 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:00,784 : INFO : EPOCH 3 - PROGRESS: at 20.58% examples, 208220 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:01,794 : INFO : EPOCH 3 - PROGRESS: at 20.69% examples, 208280 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:42:02,834 : INFO : EPOCH 3 - PROGRESS: at 20.78% examples, 208257 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:03,841 : INFO : EPOCH 3 - PROGRESS: at 20.88% examples, 208270 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:04,886 : INFO : EPOCH 3 - PROGRESS: at 20.99% examples, 208257 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:05,893 : INFO : EPOCH 3 - PROGRESS: at 21.12% examples, 208258 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:06,927 : INFO : EPOCH 3 - PROGRESS: at 21.22% examples, 208266 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:07,993 : INFO : EPOCH 3 - PROGRESS: at 21.34% examples, 208258 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:09,005 : INFO : EPOCH 3 - PROGRESS: at 21.45% examples, 208296 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:10,048 : INFO : EPOCH 3 - PROGRESS: at 21.56% examples, 208284 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:11,093 : INFO : EPOCH 3 - PROGRESS: at 21.70% examples, 208290 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:12,116 : INFO : EPOCH 3 - PROGRESS: at 21.80% examples, 208309 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:13,131 : INFO : EPOCH 3 - PROGRESS: at 21.91% examples, 208298 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:14,210 : INFO : EPOCH 3 - PROGRESS: at 22.04% examples, 208310 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:15,247 : INFO : EPOCH 3 - PROGRESS: at 22.15% examples, 208312 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:16,250 : INFO : EPOCH 3 - PROGRESS: at 22.26% examples, 208332 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:17,287 : INFO : EPOCH 3 - PROGRESS: at 22.37% examples, 208313 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:18,306 : INFO : EPOCH 3 - PROGRESS: at 22.48% examples, 208339 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:19,361 : INFO : EPOCH 3 - PROGRESS: at 22.59% examples, 208316 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:20,376 : INFO : EPOCH 3 - PROGRESS: at 22.71% examples, 208359 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:21,397 : INFO : EPOCH 3 - PROGRESS: at 22.83% examples, 208358 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:42:22,447 : INFO : EPOCH 3 - PROGRESS: at 22.93% examples, 208309 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:23,519 : INFO : EPOCH 3 - PROGRESS: at 23.05% examples, 208315 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:42:24,541 : INFO : EPOCH 3 - PROGRESS: at 23.18% examples, 208370 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:42:25,561 : INFO : EPOCH 3 - PROGRESS: at 23.30% examples, 208358 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:26,564 : INFO : EPOCH 3 - PROGRESS: at 23.40% examples, 208325 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:27,575 : INFO : EPOCH 3 - PROGRESS: at 23.52% examples, 208387 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:28,580 : INFO : EPOCH 3 - PROGRESS: at 23.64% examples, 208385 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:29,648 : INFO : EPOCH 3 - PROGRESS: at 23.75% examples, 208359 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:30,672 : INFO : EPOCH 3 - PROGRESS: at 23.87% examples, 208391 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:31,718 : INFO : EPOCH 3 - PROGRESS: at 24.00% examples, 208354 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:32,737 : INFO : EPOCH 3 - PROGRESS: at 24.13% examples, 208370 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:42:33,845 : INFO : EPOCH 3 - PROGRESS: at 24.26% examples, 208361 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:34,887 : INFO : EPOCH 3 - PROGRESS: at 24.39% examples, 208386 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:35,892 : INFO : EPOCH 3 - PROGRESS: at 24.51% examples, 208385 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:36,905 : INFO : EPOCH 3 - PROGRESS: at 24.64% examples, 208427 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:37,932 : INFO : EPOCH 3 - PROGRESS: at 24.75% examples, 208416 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:38,943 : INFO : EPOCH 3 - PROGRESS: at 24.87% examples, 208408 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:39,958 : INFO : EPOCH 3 - PROGRESS: at 24.97% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:41,077 : INFO : EPOCH 3 - PROGRESS: at 25.09% examples, 208377 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:42,106 : INFO : EPOCH 3 - PROGRESS: at 25.20% examples, 208419 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:43,123 : INFO : EPOCH 3 - PROGRESS: at 25.31% examples, 208403 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:44,164 : INFO : EPOCH 3 - PROGRESS: at 25.41% examples, 208422 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:45,185 : INFO : EPOCH 3 - PROGRESS: at 25.53% examples, 208420 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:46,186 : INFO : EPOCH 3 - PROGRESS: at 25.63% examples, 208421 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:47,228 : INFO : EPOCH 3 - PROGRESS: at 25.74% examples, 208409 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:48,261 : INFO : EPOCH 3 - PROGRESS: at 25.86% examples, 208405 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:49,296 : INFO : EPOCH 3 - PROGRESS: at 25.97% examples, 208413 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:42:50,337 : INFO : EPOCH 3 - PROGRESS: at 26.08% examples, 208433 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:51,357 : INFO : EPOCH 3 - PROGRESS: at 26.19% examples, 208445 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:52,404 : INFO : EPOCH 3 - PROGRESS: at 26.33% examples, 208438 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:53,406 : INFO : EPOCH 3 - PROGRESS: at 26.45% examples, 208442 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:54,406 : INFO : EPOCH 3 - PROGRESS: at 26.57% examples, 208439 words/s, in_qsize 8, out_qsize 1
2020-07-17 00:42:55,418 : INFO : EPOCH 3 - PROGRESS: at 26.68% examples, 208444 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:56,427 : INFO : EPOCH 3 - PROGRESS: at 26.77% examples, 208436 words/s, in_qsize 8, out_qsize 1
2020-07-17 00:42:57,445 : INFO : EPOCH 3 - PROGRESS: at 26.90% examples, 208486 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:58,461 : INFO : EPOCH 3 - PROGRESS: at 27.01% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:42:59,567 : INFO : EPOCH 3 - PROGRESS: at 27.13% examples, 208442 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:00,606 : INFO : EPOCH 3 - PROGRESS: at 27.25% examples, 208456 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:01,661 : INFO : EPOCH 3 - PROGRESS: at 27.37% examples, 208465 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:02,670 : INFO : EPOCH 3 - PROGRESS: at 27.48% examples, 208500 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:03,768 : INFO : EPOCH 3 - PROGRESS: at 27.58% examples, 208449 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:43:04,834 : INFO : EPOCH 3 - PROGRESS: at 27.70% examples, 208468 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:05,840 : INFO : EPOCH 3 - PROGRESS: at 27.81% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:06,877 : INFO : EPOCH 3 - PROGRESS: at 27.92% examples, 208478 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:07,888 : INFO : EPOCH 3 - PROGRESS: at 28.05% examples, 208511 words/s, in_qsize 7, out_qsize 1
2020-07-17 00:43:08,929 : INFO : EPOCH 3 - PROGRESS: at 28.18% examples, 208495 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:10,004 : INFO : EPOCH 3 - PROGRESS: at 28.31% examples, 208478 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:43:11,015 : INFO : EPOCH 3 - PROGRESS: at 28.43% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:12,032 : INFO : EPOCH 3 - PROGRESS: at 28.53% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:13,062 : INFO : EPOCH 3 - PROGRESS: at 28.63% examples, 208521 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:14,083 : INFO : EPOCH 3 - PROGRESS: at 28.74% examples, 208523 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:15,106 : INFO : EPOCH 3 - PROGRESS: at 28.86% examples, 208531 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:16,123 : INFO : EPOCH 3 - PROGRESS: at 28.98% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:17,131 : INFO : EPOCH 3 - PROGRESS: at 29.09% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:18,167 : INFO : EPOCH 3 - PROGRESS: at 29.21% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:19,178 : INFO : EPOCH 3 - PROGRESS: at 29.33% examples, 208538 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:20,225 : INFO : EPOCH 3 - PROGRESS: at 29.42% examples, 208510 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:21,276 : INFO : EPOCH 3 - PROGRESS: at 29.53% examples, 208511 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:22,292 : INFO : EPOCH 3 - PROGRESS: at 29.63% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:23,295 : INFO : EPOCH 3 - PROGRESS: at 29.74% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:24,351 : INFO : EPOCH 3 - PROGRESS: at 29.85% examples, 208543 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:25,357 : INFO : EPOCH 3 - PROGRESS: at 29.96% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:26,373 : INFO : EPOCH 3 - PROGRESS: at 30.07% examples, 208547 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:27,400 : INFO : EPOCH 3 - PROGRESS: at 30.18% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:28,404 : INFO : EPOCH 3 - PROGRESS: at 30.29% examples, 208558 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:29,462 : INFO : EPOCH 3 - PROGRESS: at 30.40% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:30,477 : INFO : EPOCH 3 - PROGRESS: at 30.51% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:31,491 : INFO : EPOCH 3 - PROGRESS: at 30.63% examples, 208565 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:32,507 : INFO : EPOCH 3 - PROGRESS: at 30.72% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:33,545 : INFO : EPOCH 3 - PROGRESS: at 30.85% examples, 208535 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:34,608 : INFO : EPOCH 3 - PROGRESS: at 30.97% examples, 208533 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:35,644 : INFO : EPOCH 3 - PROGRESS: at 31.10% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:36,675 : INFO : EPOCH 3 - PROGRESS: at 31.22% examples, 208565 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:37,677 : INFO : EPOCH 3 - PROGRESS: at 31.34% examples, 208576 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:38,690 : INFO : EPOCH 3 - PROGRESS: at 31.46% examples, 208560 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:39,709 : INFO : EPOCH 3 - PROGRESS: at 31.57% examples, 208560 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:43:40,736 : INFO : EPOCH 3 - PROGRESS: at 31.70% examples, 208558 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:41,748 : INFO : EPOCH 3 - PROGRESS: at 31.81% examples, 208560 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:42,770 : INFO : EPOCH 3 - PROGRESS: at 31.91% examples, 208559 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:43,791 : INFO : EPOCH 3 - PROGRESS: at 32.02% examples, 208559 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:44,850 : INFO : EPOCH 3 - PROGRESS: at 32.14% examples, 208536 words/s, in_qsize 8, out_qsize 1
2020-07-17 00:43:45,910 : INFO : EPOCH 3 - PROGRESS: at 32.27% examples, 208545 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:46,946 : INFO : EPOCH 3 - PROGRESS: at 32.37% examples, 208565 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:47,954 : INFO : EPOCH 3 - PROGRESS: at 32.47% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:49,002 : INFO : EPOCH 3 - PROGRESS: at 32.58% examples, 208577 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:50,020 : INFO : EPOCH 3 - PROGRESS: at 32.71% examples, 208555 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:51,045 : INFO : EPOCH 3 - PROGRESS: at 32.83% examples, 208580 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:43:52,056 : INFO : EPOCH 3 - PROGRESS: at 32.95% examples, 208571 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:53,082 : INFO : EPOCH 3 - PROGRESS: at 33.05% examples, 208581 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:54,100 : INFO : EPOCH 3 - PROGRESS: at 33.17% examples, 208569 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:43:55,103 : INFO : EPOCH 3 - PROGRESS: at 33.28% examples, 208577 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:56,176 : INFO : EPOCH 3 - PROGRESS: at 33.39% examples, 208554 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:57,194 : INFO : EPOCH 3 - PROGRESS: at 33.51% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:58,229 : INFO : EPOCH 3 - PROGRESS: at 33.62% examples, 208582 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:43:59,229 : INFO : EPOCH 3 - PROGRESS: at 33.76% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:00,242 : INFO : EPOCH 3 - PROGRESS: at 33.86% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:01,276 : INFO : EPOCH 3 - PROGRESS: at 33.97% examples, 208587 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:02,308 : INFO : EPOCH 3 - PROGRESS: at 34.09% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:03,314 : INFO : EPOCH 3 - PROGRESS: at 34.20% examples, 208609 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:04,372 : INFO : EPOCH 3 - PROGRESS: at 34.31% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:05,399 : INFO : EPOCH 3 - PROGRESS: at 34.43% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:06,406 : INFO : EPOCH 3 - PROGRESS: at 34.54% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:07,421 : INFO : EPOCH 3 - PROGRESS: at 34.66% examples, 208605 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:08,479 : INFO : EPOCH 3 - PROGRESS: at 34.77% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:09,491 : INFO : EPOCH 3 - PROGRESS: at 34.87% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:10,506 : INFO : EPOCH 3 - PROGRESS: at 34.98% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:11,526 : INFO : EPOCH 3 - PROGRESS: at 35.08% examples, 208608 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:12,531 : INFO : EPOCH 3 - PROGRESS: at 35.19% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:13,551 : INFO : EPOCH 3 - PROGRESS: at 35.32% examples, 208604 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:14,560 : INFO : EPOCH 3 - PROGRESS: at 35.42% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:15,606 : INFO : EPOCH 3 - PROGRESS: at 35.53% examples, 208596 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:16,634 : INFO : EPOCH 3 - PROGRESS: at 35.66% examples, 208629 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:17,657 : INFO : EPOCH 3 - PROGRESS: at 35.77% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:18,676 : INFO : EPOCH 3 - PROGRESS: at 35.88% examples, 208606 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:19,712 : INFO : EPOCH 3 - PROGRESS: at 36.01% examples, 208610 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:20,713 : INFO : EPOCH 3 - PROGRESS: at 36.11% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:21,761 : INFO : EPOCH 3 - PROGRESS: at 36.23% examples, 208608 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:22,820 : INFO : EPOCH 3 - PROGRESS: at 36.34% examples, 208613 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:23,828 : INFO : EPOCH 3 - PROGRESS: at 36.45% examples, 208620 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:24,832 : INFO : EPOCH 3 - PROGRESS: at 36.55% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:25,845 : INFO : EPOCH 3 - PROGRESS: at 36.67% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:26,851 : INFO : EPOCH 3 - PROGRESS: at 36.77% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:27,856 : INFO : EPOCH 3 - PROGRESS: at 36.87% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:28,871 : INFO : EPOCH 3 - PROGRESS: at 36.99% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:29,874 : INFO : EPOCH 3 - PROGRESS: at 37.08% examples, 208637 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:44:30,965 : INFO : EPOCH 3 - PROGRESS: at 37.20% examples, 208614 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:31,973 : INFO : EPOCH 3 - PROGRESS: at 37.33% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:32,975 : INFO : EPOCH 3 - PROGRESS: at 37.45% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:34,000 : INFO : EPOCH 3 - PROGRESS: at 37.57% examples, 208638 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:35,081 : INFO : EPOCH 3 - PROGRESS: at 37.68% examples, 208629 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:36,114 : INFO : EPOCH 3 - PROGRESS: at 37.81% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:37,136 : INFO : EPOCH 3 - PROGRESS: at 37.92% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:38,187 : INFO : EPOCH 3 - PROGRESS: at 38.04% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:39,204 : INFO : EPOCH 3 - PROGRESS: at 38.15% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:40,301 : INFO : EPOCH 3 - PROGRESS: at 38.28% examples, 208629 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:41,339 : INFO : EPOCH 3 - PROGRESS: at 38.40% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:42,374 : INFO : EPOCH 3 - PROGRESS: at 38.53% examples, 208656 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:44:43,382 : INFO : EPOCH 3 - PROGRESS: at 38.65% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:44,407 : INFO : EPOCH 3 - PROGRESS: at 38.77% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:45,418 : INFO : EPOCH 3 - PROGRESS: at 38.90% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:46,422 : INFO : EPOCH 3 - PROGRESS: at 39.02% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:47,495 : INFO : EPOCH 3 - PROGRESS: at 39.13% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:48,510 : INFO : EPOCH 3 - PROGRESS: at 39.26% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:49,567 : INFO : EPOCH 3 - PROGRESS: at 39.37% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:50,597 : INFO : EPOCH 3 - PROGRESS: at 39.47% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:51,648 : INFO : EPOCH 3 - PROGRESS: at 39.58% examples, 208639 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:52,664 : INFO : EPOCH 3 - PROGRESS: at 39.68% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:53,679 : INFO : EPOCH 3 - PROGRESS: at 39.80% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:54,718 : INFO : EPOCH 3 - PROGRESS: at 39.92% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:55,771 : INFO : EPOCH 3 - PROGRESS: at 40.03% examples, 208662 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:56,801 : INFO : EPOCH 3 - PROGRESS: at 40.15% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:57,830 : INFO : EPOCH 3 - PROGRESS: at 40.28% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:58,844 : INFO : EPOCH 3 - PROGRESS: at 40.38% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:44:59,885 : INFO : EPOCH 3 - PROGRESS: at 40.48% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:00,913 : INFO : EPOCH 3 - PROGRESS: at 40.59% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:01,940 : INFO : EPOCH 3 - PROGRESS: at 40.69% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:02,959 : INFO : EPOCH 3 - PROGRESS: at 40.83% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:04,028 : INFO : EPOCH 3 - PROGRESS: at 40.94% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:05,068 : INFO : EPOCH 3 - PROGRESS: at 41.06% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:06,073 : INFO : EPOCH 3 - PROGRESS: at 41.18% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:07,128 : INFO : EPOCH 3 - PROGRESS: at 41.30% examples, 208672 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:08,149 : INFO : EPOCH 3 - PROGRESS: at 41.40% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:09,158 : INFO : EPOCH 3 - PROGRESS: at 41.52% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:10,158 : INFO : EPOCH 3 - PROGRESS: at 41.62% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:11,185 : INFO : EPOCH 3 - PROGRESS: at 41.75% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:12,202 : INFO : EPOCH 3 - PROGRESS: at 41.87% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:13,213 : INFO : EPOCH 3 - PROGRESS: at 41.99% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:14,228 : INFO : EPOCH 3 - PROGRESS: at 42.11% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:15,276 : INFO : EPOCH 3 - PROGRESS: at 42.21% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:16,287 : INFO : EPOCH 3 - PROGRESS: at 42.33% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:17,332 : INFO : EPOCH 3 - PROGRESS: at 42.45% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:18,337 : INFO : EPOCH 3 - PROGRESS: at 42.56% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:19,360 : INFO : EPOCH 3 - PROGRESS: at 42.68% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:20,368 : INFO : EPOCH 3 - PROGRESS: at 42.79% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:21,380 : INFO : EPOCH 3 - PROGRESS: at 42.91% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:22,426 : INFO : EPOCH 3 - PROGRESS: at 43.00% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:23,517 : INFO : EPOCH 3 - PROGRESS: at 43.13% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:24,547 : INFO : EPOCH 3 - PROGRESS: at 43.24% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:25,555 : INFO : EPOCH 3 - PROGRESS: at 43.34% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:26,583 : INFO : EPOCH 3 - PROGRESS: at 43.46% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:27,583 : INFO : EPOCH 3 - PROGRESS: at 43.57% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:28,586 : INFO : EPOCH 3 - PROGRESS: at 43.68% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:29,603 : INFO : EPOCH 3 - PROGRESS: at 43.80% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:30,723 : INFO : EPOCH 3 - PROGRESS: at 43.92% examples, 208676 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:31,770 : INFO : EPOCH 3 - PROGRESS: at 44.05% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:32,778 : INFO : EPOCH 3 - PROGRESS: at 44.16% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:33,785 : INFO : EPOCH 3 - PROGRESS: at 44.27% examples, 208690 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:45:34,820 : INFO : EPOCH 3 - PROGRESS: at 44.40% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:35,845 : INFO : EPOCH 3 - PROGRESS: at 44.50% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:36,885 : INFO : EPOCH 3 - PROGRESS: at 44.62% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:37,889 : INFO : EPOCH 3 - PROGRESS: at 44.73% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:38,934 : INFO : EPOCH 3 - PROGRESS: at 44.83% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:39,973 : INFO : EPOCH 3 - PROGRESS: at 44.94% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:41,010 : INFO : EPOCH 3 - PROGRESS: at 45.04% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:42,011 : INFO : EPOCH 3 - PROGRESS: at 45.19% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:43,064 : INFO : EPOCH 3 - PROGRESS: at 45.30% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:44,066 : INFO : EPOCH 3 - PROGRESS: at 45.43% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:45,128 : INFO : EPOCH 3 - PROGRESS: at 45.53% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:46,144 : INFO : EPOCH 3 - PROGRESS: at 45.66% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:47,145 : INFO : EPOCH 3 - PROGRESS: at 45.78% examples, 208732 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:48,146 : INFO : EPOCH 3 - PROGRESS: at 45.87% examples, 208712 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:49,154 : INFO : EPOCH 3 - PROGRESS: at 45.98% examples, 208710 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:45:50,155 : INFO : EPOCH 3 - PROGRESS: at 46.09% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:51,162 : INFO : EPOCH 3 - PROGRESS: at 46.19% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:52,166 : INFO : EPOCH 3 - PROGRESS: at 46.32% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:53,230 : INFO : EPOCH 3 - PROGRESS: at 46.43% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:54,235 : INFO : EPOCH 3 - PROGRESS: at 46.55% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:55,249 : INFO : EPOCH 3 - PROGRESS: at 46.66% examples, 208716 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:56,259 : INFO : EPOCH 3 - PROGRESS: at 46.78% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:57,268 : INFO : EPOCH 3 - PROGRESS: at 46.87% examples, 208701 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:45:58,275 : INFO : EPOCH 3 - PROGRESS: at 47.01% examples, 208716 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:45:59,331 : INFO : EPOCH 3 - PROGRESS: at 47.13% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:00,347 : INFO : EPOCH 3 - PROGRESS: at 47.23% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:01,348 : INFO : EPOCH 3 - PROGRESS: at 47.34% examples, 208718 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:46:02,367 : INFO : EPOCH 3 - PROGRESS: at 47.45% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:03,425 : INFO : EPOCH 3 - PROGRESS: at 47.56% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:04,456 : INFO : EPOCH 3 - PROGRESS: at 47.68% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:05,457 : INFO : EPOCH 3 - PROGRESS: at 47.78% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:06,463 : INFO : EPOCH 3 - PROGRESS: at 47.90% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:07,482 : INFO : EPOCH 3 - PROGRESS: at 48.02% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:08,520 : INFO : EPOCH 3 - PROGRESS: at 48.15% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:09,541 : INFO : EPOCH 3 - PROGRESS: at 48.27% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:10,562 : INFO : EPOCH 3 - PROGRESS: at 48.38% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:11,574 : INFO : EPOCH 3 - PROGRESS: at 48.49% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:12,656 : INFO : EPOCH 3 - PROGRESS: at 48.60% examples, 208704 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:46:13,668 : INFO : EPOCH 3 - PROGRESS: at 48.71% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:14,687 : INFO : EPOCH 3 - PROGRESS: at 48.82% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:15,704 : INFO : EPOCH 3 - PROGRESS: at 48.92% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:16,730 : INFO : EPOCH 3 - PROGRESS: at 49.02% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:17,734 : INFO : EPOCH 3 - PROGRESS: at 49.12% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:18,748 : INFO : EPOCH 3 - PROGRESS: at 49.24% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:19,767 : INFO : EPOCH 3 - PROGRESS: at 49.35% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:20,831 : INFO : EPOCH 3 - PROGRESS: at 49.48% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:21,885 : INFO : EPOCH 3 - PROGRESS: at 49.58% examples, 208672 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:22,890 : INFO : EPOCH 3 - PROGRESS: at 49.69% examples, 208655 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:46:23,940 : INFO : EPOCH 3 - PROGRESS: at 49.80% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:24,968 : INFO : EPOCH 3 - PROGRESS: at 49.92% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:26,028 : INFO : EPOCH 3 - PROGRESS: at 50.02% examples, 208644 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:27,073 : INFO : EPOCH 3 - PROGRESS: at 50.12% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:28,095 : INFO : EPOCH 3 - PROGRESS: at 50.21% examples, 208477 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:29,107 : INFO : EPOCH 3 - PROGRESS: at 50.34% examples, 208477 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:46:30,122 : INFO : EPOCH 3 - PROGRESS: at 50.44% examples, 208492 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:31,129 : INFO : EPOCH 3 - PROGRESS: at 50.54% examples, 208486 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:32,154 : INFO : EPOCH 3 - PROGRESS: at 50.65% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:33,156 : INFO : EPOCH 3 - PROGRESS: at 50.75% examples, 208492 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:34,190 : INFO : EPOCH 3 - PROGRESS: at 50.86% examples, 208479 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:46:35,200 : INFO : EPOCH 3 - PROGRESS: at 50.97% examples, 208506 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:36,243 : INFO : EPOCH 3 - PROGRESS: at 51.08% examples, 208491 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:37,251 : INFO : EPOCH 3 - PROGRESS: at 51.19% examples, 208488 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:38,296 : INFO : EPOCH 3 - PROGRESS: at 51.29% examples, 208492 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:39,334 : INFO : EPOCH 3 - PROGRESS: at 51.41% examples, 208486 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:40,341 : INFO : EPOCH 3 - PROGRESS: at 51.51% examples, 208507 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:41,345 : INFO : EPOCH 3 - PROGRESS: at 51.62% examples, 208502 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:42,383 : INFO : EPOCH 3 - PROGRESS: at 51.74% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:43,436 : INFO : EPOCH 3 - PROGRESS: at 51.83% examples, 208500 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:44,458 : INFO : EPOCH 3 - PROGRESS: at 51.95% examples, 208509 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:45,524 : INFO : EPOCH 3 - PROGRESS: at 52.07% examples, 208490 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:46,532 : INFO : EPOCH 3 - PROGRESS: at 52.18% examples, 208493 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:47,542 : INFO : EPOCH 3 - PROGRESS: at 52.30% examples, 208507 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:48,603 : INFO : EPOCH 3 - PROGRESS: at 52.44% examples, 208509 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:49,632 : INFO : EPOCH 3 - PROGRESS: at 52.56% examples, 208517 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:50,698 : INFO : EPOCH 3 - PROGRESS: at 52.70% examples, 208492 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:51,742 : INFO : EPOCH 3 - PROGRESS: at 52.82% examples, 208510 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:52,787 : INFO : EPOCH 3 - PROGRESS: at 52.93% examples, 208511 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:46:53,805 : INFO : EPOCH 3 - PROGRESS: at 53.03% examples, 208508 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:54,870 : INFO : EPOCH 3 - PROGRESS: at 53.15% examples, 208509 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:55,891 : INFO : EPOCH 3 - PROGRESS: at 53.27% examples, 208510 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:56,900 : INFO : EPOCH 3 - PROGRESS: at 53.38% examples, 208525 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:57,906 : INFO : EPOCH 3 - PROGRESS: at 53.50% examples, 208520 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:58,931 : INFO : EPOCH 3 - PROGRESS: at 53.63% examples, 208527 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:46:59,978 : INFO : EPOCH 3 - PROGRESS: at 53.76% examples, 208518 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:01,035 : INFO : EPOCH 3 - PROGRESS: at 53.86% examples, 208524 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:02,057 : INFO : EPOCH 3 - PROGRESS: at 53.99% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:03,093 : INFO : EPOCH 3 - PROGRESS: at 54.09% examples, 208533 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:04,095 : INFO : EPOCH 3 - PROGRESS: at 54.19% examples, 208518 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:05,099 : INFO : EPOCH 3 - PROGRESS: at 54.32% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:06,114 : INFO : EPOCH 3 - PROGRESS: at 54.43% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:07,124 : INFO : EPOCH 3 - PROGRESS: at 54.55% examples, 208536 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:08,139 : INFO : EPOCH 3 - PROGRESS: at 54.67% examples, 208543 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:09,184 : INFO : EPOCH 3 - PROGRESS: at 54.78% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:10,203 : INFO : EPOCH 3 - PROGRESS: at 54.88% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:11,214 : INFO : EPOCH 3 - PROGRESS: at 54.99% examples, 208535 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:12,236 : INFO : EPOCH 3 - PROGRESS: at 55.10% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:13,254 : INFO : EPOCH 3 - PROGRESS: at 55.21% examples, 208542 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:14,279 : INFO : EPOCH 3 - PROGRESS: at 55.31% examples, 208546 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:15,335 : INFO : EPOCH 3 - PROGRESS: at 55.42% examples, 208530 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:16,346 : INFO : EPOCH 3 - PROGRESS: at 55.54% examples, 208538 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:17,349 : INFO : EPOCH 3 - PROGRESS: at 55.65% examples, 208543 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:18,375 : INFO : EPOCH 3 - PROGRESS: at 55.76% examples, 208545 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:19,432 : INFO : EPOCH 3 - PROGRESS: at 55.87% examples, 208545 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:20,440 : INFO : EPOCH 3 - PROGRESS: at 56.00% examples, 208540 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:21,506 : INFO : EPOCH 3 - PROGRESS: at 56.11% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:22,519 : INFO : EPOCH 3 - PROGRESS: at 56.23% examples, 208555 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:23,573 : INFO : EPOCH 3 - PROGRESS: at 56.34% examples, 208538 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:24,585 : INFO : EPOCH 3 - PROGRESS: at 56.46% examples, 208554 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:25,622 : INFO : EPOCH 3 - PROGRESS: at 56.56% examples, 208549 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:47:26,635 : INFO : EPOCH 3 - PROGRESS: at 56.67% examples, 208536 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:27,656 : INFO : EPOCH 3 - PROGRESS: at 56.79% examples, 208546 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:47:28,663 : INFO : EPOCH 3 - PROGRESS: at 56.91% examples, 208559 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:29,720 : INFO : EPOCH 3 - PROGRESS: at 57.03% examples, 208551 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:30,744 : INFO : EPOCH 3 - PROGRESS: at 57.16% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:31,779 : INFO : EPOCH 3 - PROGRESS: at 57.27% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:32,804 : INFO : EPOCH 3 - PROGRESS: at 57.38% examples, 208562 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:33,812 : INFO : EPOCH 3 - PROGRESS: at 57.48% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:34,907 : INFO : EPOCH 3 - PROGRESS: at 57.60% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:35,988 : INFO : EPOCH 3 - PROGRESS: at 57.72% examples, 208557 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:37,008 : INFO : EPOCH 3 - PROGRESS: at 57.83% examples, 208566 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:38,027 : INFO : EPOCH 3 - PROGRESS: at 57.93% examples, 208566 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:39,039 : INFO : EPOCH 3 - PROGRESS: at 58.03% examples, 208566 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:47:40,050 : INFO : EPOCH 3 - PROGRESS: at 58.15% examples, 208570 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:41,089 : INFO : EPOCH 3 - PROGRESS: at 58.27% examples, 208562 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:42,163 : INFO : EPOCH 3 - PROGRESS: at 58.40% examples, 208556 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:43,196 : INFO : EPOCH 3 - PROGRESS: at 58.53% examples, 208559 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:44,198 : INFO : EPOCH 3 - PROGRESS: at 58.65% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:45,214 : INFO : EPOCH 3 - PROGRESS: at 58.74% examples, 208570 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:46,235 : INFO : EPOCH 3 - PROGRESS: at 58.86% examples, 208583 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:47,237 : INFO : EPOCH 3 - PROGRESS: at 58.96% examples, 208570 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:48,242 : INFO : EPOCH 3 - PROGRESS: at 59.08% examples, 208570 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:47:49,276 : INFO : EPOCH 3 - PROGRESS: at 59.18% examples, 208571 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:50,298 : INFO : EPOCH 3 - PROGRESS: at 59.30% examples, 208572 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:51,299 : INFO : EPOCH 3 - PROGRESS: at 59.42% examples, 208576 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:52,358 : INFO : EPOCH 3 - PROGRESS: at 59.54% examples, 208570 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:47:53,370 : INFO : EPOCH 3 - PROGRESS: at 59.65% examples, 208577 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:54,378 : INFO : EPOCH 3 - PROGRESS: at 59.77% examples, 208579 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:55,420 : INFO : EPOCH 3 - PROGRESS: at 59.88% examples, 208577 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:56,426 : INFO : EPOCH 3 - PROGRESS: at 59.99% examples, 208579 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:57,468 : INFO : EPOCH 3 - PROGRESS: at 60.12% examples, 208573 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:58,505 : INFO : EPOCH 3 - PROGRESS: at 60.23% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:47:59,547 : INFO : EPOCH 3 - PROGRESS: at 60.34% examples, 208577 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:00,551 : INFO : EPOCH 3 - PROGRESS: at 60.46% examples, 208581 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:01,566 : INFO : EPOCH 3 - PROGRESS: at 60.57% examples, 208580 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:02,575 : INFO : EPOCH 3 - PROGRESS: at 60.72% examples, 208584 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:03,588 : INFO : EPOCH 3 - PROGRESS: at 60.82% examples, 208581 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:04,606 : INFO : EPOCH 3 - PROGRESS: at 60.96% examples, 208584 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:05,682 : INFO : EPOCH 3 - PROGRESS: at 61.08% examples, 208580 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:48:06,732 : INFO : EPOCH 3 - PROGRESS: at 61.20% examples, 208584 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:07,755 : INFO : EPOCH 3 - PROGRESS: at 61.31% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:08,803 : INFO : EPOCH 3 - PROGRESS: at 61.40% examples, 208573 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:09,920 : INFO : EPOCH 3 - PROGRESS: at 61.54% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:10,939 : INFO : EPOCH 3 - PROGRESS: at 61.65% examples, 208584 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:11,940 : INFO : EPOCH 3 - PROGRESS: at 61.80% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:13,010 : INFO : EPOCH 3 - PROGRESS: at 61.94% examples, 208577 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:14,020 : INFO : EPOCH 3 - PROGRESS: at 62.05% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:15,038 : INFO : EPOCH 3 - PROGRESS: at 62.17% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:16,047 : INFO : EPOCH 3 - PROGRESS: at 62.28% examples, 208590 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:17,055 : INFO : EPOCH 3 - PROGRESS: at 62.40% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:18,063 : INFO : EPOCH 3 - PROGRESS: at 62.51% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:19,091 : INFO : EPOCH 3 - PROGRESS: at 62.63% examples, 208592 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:48:20,185 : INFO : EPOCH 3 - PROGRESS: at 62.77% examples, 208574 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:21,193 : INFO : EPOCH 3 - PROGRESS: at 62.90% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:22,234 : INFO : EPOCH 3 - PROGRESS: at 63.01% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:23,250 : INFO : EPOCH 3 - PROGRESS: at 63.13% examples, 208590 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:24,275 : INFO : EPOCH 3 - PROGRESS: at 63.23% examples, 208580 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:25,291 : INFO : EPOCH 3 - PROGRESS: at 63.34% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:26,294 : INFO : EPOCH 3 - PROGRESS: at 63.45% examples, 208598 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:27,314 : INFO : EPOCH 3 - PROGRESS: at 63.56% examples, 208596 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:28,326 : INFO : EPOCH 3 - PROGRESS: at 63.66% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:29,331 : INFO : EPOCH 3 - PROGRESS: at 63.78% examples, 208605 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:30,396 : INFO : EPOCH 3 - PROGRESS: at 63.88% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:31,408 : INFO : EPOCH 3 - PROGRESS: at 63.99% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:32,471 : INFO : EPOCH 3 - PROGRESS: at 64.10% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:33,503 : INFO : EPOCH 3 - PROGRESS: at 64.21% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:34,536 : INFO : EPOCH 3 - PROGRESS: at 64.32% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:35,603 : INFO : EPOCH 3 - PROGRESS: at 64.45% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:36,623 : INFO : EPOCH 3 - PROGRESS: at 64.55% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:37,692 : INFO : EPOCH 3 - PROGRESS: at 64.66% examples, 208590 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:38,718 : INFO : EPOCH 3 - PROGRESS: at 64.78% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:39,723 : INFO : EPOCH 3 - PROGRESS: at 64.90% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:40,731 : INFO : EPOCH 3 - PROGRESS: at 65.02% examples, 208598 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:41,759 : INFO : EPOCH 3 - PROGRESS: at 65.13% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:42,834 : INFO : EPOCH 3 - PROGRESS: at 65.27% examples, 208596 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:43,872 : INFO : EPOCH 3 - PROGRESS: at 65.38% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:44,900 : INFO : EPOCH 3 - PROGRESS: at 65.50% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:45,930 : INFO : EPOCH 3 - PROGRESS: at 65.60% examples, 208606 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:46,947 : INFO : EPOCH 3 - PROGRESS: at 65.72% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:47,996 : INFO : EPOCH 3 - PROGRESS: at 65.84% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:49,015 : INFO : EPOCH 3 - PROGRESS: at 65.95% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:50,062 : INFO : EPOCH 3 - PROGRESS: at 66.06% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:51,068 : INFO : EPOCH 3 - PROGRESS: at 66.18% examples, 208606 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:52,074 : INFO : EPOCH 3 - PROGRESS: at 66.30% examples, 208610 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:53,080 : INFO : EPOCH 3 - PROGRESS: at 66.42% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:54,160 : INFO : EPOCH 3 - PROGRESS: at 66.54% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:55,206 : INFO : EPOCH 3 - PROGRESS: at 66.65% examples, 208611 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:56,227 : INFO : EPOCH 3 - PROGRESS: at 66.76% examples, 208611 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:57,245 : INFO : EPOCH 3 - PROGRESS: at 66.88% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:58,266 : INFO : EPOCH 3 - PROGRESS: at 66.99% examples, 208612 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:48:59,281 : INFO : EPOCH 3 - PROGRESS: at 67.11% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:00,283 : INFO : EPOCH 3 - PROGRESS: at 67.23% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:01,327 : INFO : EPOCH 3 - PROGRESS: at 67.36% examples, 208604 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:02,342 : INFO : EPOCH 3 - PROGRESS: at 67.46% examples, 208604 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:03,392 : INFO : EPOCH 3 - PROGRESS: at 67.59% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:04,392 : INFO : EPOCH 3 - PROGRESS: at 67.70% examples, 208610 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:05,415 : INFO : EPOCH 3 - PROGRESS: at 67.81% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:06,448 : INFO : EPOCH 3 - PROGRESS: at 67.92% examples, 208611 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:07,461 : INFO : EPOCH 3 - PROGRESS: at 68.04% examples, 208612 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:08,477 : INFO : EPOCH 3 - PROGRESS: at 68.17% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:09,478 : INFO : EPOCH 3 - PROGRESS: at 68.28% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:10,487 : INFO : EPOCH 3 - PROGRESS: at 68.39% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:11,502 : INFO : EPOCH 3 - PROGRESS: at 68.50% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:12,521 : INFO : EPOCH 3 - PROGRESS: at 68.61% examples, 208623 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:13,530 : INFO : EPOCH 3 - PROGRESS: at 68.73% examples, 208616 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:14,532 : INFO : EPOCH 3 - PROGRESS: at 68.85% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:15,572 : INFO : EPOCH 3 - PROGRESS: at 68.95% examples, 208616 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:16,580 : INFO : EPOCH 3 - PROGRESS: at 69.04% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:17,593 : INFO : EPOCH 3 - PROGRESS: at 69.15% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:18,604 : INFO : EPOCH 3 - PROGRESS: at 69.26% examples, 208626 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:19,640 : INFO : EPOCH 3 - PROGRESS: at 69.38% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:20,708 : INFO : EPOCH 3 - PROGRESS: at 69.52% examples, 208626 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:21,728 : INFO : EPOCH 3 - PROGRESS: at 69.63% examples, 208629 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:22,750 : INFO : EPOCH 3 - PROGRESS: at 69.75% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:23,800 : INFO : EPOCH 3 - PROGRESS: at 69.86% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:24,815 : INFO : EPOCH 3 - PROGRESS: at 69.99% examples, 208639 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:25,832 : INFO : EPOCH 3 - PROGRESS: at 70.09% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:26,862 : INFO : EPOCH 3 - PROGRESS: at 70.22% examples, 208629 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:27,888 : INFO : EPOCH 3 - PROGRESS: at 70.32% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:28,897 : INFO : EPOCH 3 - PROGRESS: at 70.43% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:29,905 : INFO : EPOCH 3 - PROGRESS: at 70.56% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:30,908 : INFO : EPOCH 3 - PROGRESS: at 70.67% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:31,968 : INFO : EPOCH 3 - PROGRESS: at 70.78% examples, 208627 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:33,078 : INFO : EPOCH 3 - PROGRESS: at 70.90% examples, 208627 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:34,084 : INFO : EPOCH 3 - PROGRESS: at 71.03% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:35,091 : INFO : EPOCH 3 - PROGRESS: at 71.15% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:36,164 : INFO : EPOCH 3 - PROGRESS: at 71.26% examples, 208626 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:37,189 : INFO : EPOCH 3 - PROGRESS: at 71.35% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:38,190 : INFO : EPOCH 3 - PROGRESS: at 71.46% examples, 208633 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:39,202 : INFO : EPOCH 3 - PROGRESS: at 71.58% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:40,225 : INFO : EPOCH 3 - PROGRESS: at 71.70% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:41,236 : INFO : EPOCH 3 - PROGRESS: at 71.81% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:42,275 : INFO : EPOCH 3 - PROGRESS: at 71.93% examples, 208646 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:43,278 : INFO : EPOCH 3 - PROGRESS: at 72.06% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:44,282 : INFO : EPOCH 3 - PROGRESS: at 72.16% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:45,348 : INFO : EPOCH 3 - PROGRESS: at 72.29% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:46,352 : INFO : EPOCH 3 - PROGRESS: at 72.41% examples, 208644 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:47,353 : INFO : EPOCH 3 - PROGRESS: at 72.50% examples, 208645 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:49:48,357 : INFO : EPOCH 3 - PROGRESS: at 72.61% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:49,399 : INFO : EPOCH 3 - PROGRESS: at 72.73% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:50,404 : INFO : EPOCH 3 - PROGRESS: at 72.86% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:51,457 : INFO : EPOCH 3 - PROGRESS: at 72.98% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:52,470 : INFO : EPOCH 3 - PROGRESS: at 73.11% examples, 208649 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:49:53,471 : INFO : EPOCH 3 - PROGRESS: at 73.23% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:54,492 : INFO : EPOCH 3 - PROGRESS: at 73.34% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:55,553 : INFO : EPOCH 3 - PROGRESS: at 73.48% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:56,569 : INFO : EPOCH 3 - PROGRESS: at 73.60% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:57,591 : INFO : EPOCH 3 - PROGRESS: at 73.70% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:58,618 : INFO : EPOCH 3 - PROGRESS: at 73.81% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:49:59,643 : INFO : EPOCH 3 - PROGRESS: at 73.91% examples, 208647 words/s, in_qsize 8, out_qsize 1
2020-07-17 00:50:00,668 : INFO : EPOCH 3 - PROGRESS: at 74.03% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:01,668 : INFO : EPOCH 3 - PROGRESS: at 74.14% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:02,691 : INFO : EPOCH 3 - PROGRESS: at 74.24% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:03,706 : INFO : EPOCH 3 - PROGRESS: at 74.37% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:04,746 : INFO : EPOCH 3 - PROGRESS: at 74.49% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:05,826 : INFO : EPOCH 3 - PROGRESS: at 74.61% examples, 208642 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:06,827 : INFO : EPOCH 3 - PROGRESS: at 74.73% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:07,838 : INFO : EPOCH 3 - PROGRESS: at 74.84% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:08,849 : INFO : EPOCH 3 - PROGRESS: at 74.96% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:09,851 : INFO : EPOCH 3 - PROGRESS: at 75.07% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:10,878 : INFO : EPOCH 3 - PROGRESS: at 75.18% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:11,904 : INFO : EPOCH 3 - PROGRESS: at 75.29% examples, 208646 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:12,909 : INFO : EPOCH 3 - PROGRESS: at 75.41% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:13,932 : INFO : EPOCH 3 - PROGRESS: at 75.53% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:14,939 : INFO : EPOCH 3 - PROGRESS: at 75.63% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:15,964 : INFO : EPOCH 3 - PROGRESS: at 75.76% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:16,964 : INFO : EPOCH 3 - PROGRESS: at 75.86% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:18,005 : INFO : EPOCH 3 - PROGRESS: at 75.99% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:19,033 : INFO : EPOCH 3 - PROGRESS: at 76.11% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:20,057 : INFO : EPOCH 3 - PROGRESS: at 76.22% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:21,091 : INFO : EPOCH 3 - PROGRESS: at 76.34% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:22,098 : INFO : EPOCH 3 - PROGRESS: at 76.47% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:23,105 : INFO : EPOCH 3 - PROGRESS: at 76.57% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:24,110 : INFO : EPOCH 3 - PROGRESS: at 76.67% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:25,115 : INFO : EPOCH 3 - PROGRESS: at 76.80% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:26,173 : INFO : EPOCH 3 - PROGRESS: at 76.91% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:27,187 : INFO : EPOCH 3 - PROGRESS: at 77.02% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:28,204 : INFO : EPOCH 3 - PROGRESS: at 77.13% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:29,271 : INFO : EPOCH 3 - PROGRESS: at 77.23% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:30,281 : INFO : EPOCH 3 - PROGRESS: at 77.35% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:31,290 : INFO : EPOCH 3 - PROGRESS: at 77.46% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:32,317 : INFO : EPOCH 3 - PROGRESS: at 77.57% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:33,381 : INFO : EPOCH 3 - PROGRESS: at 77.68% examples, 208644 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:34,410 : INFO : EPOCH 3 - PROGRESS: at 77.79% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:35,410 : INFO : EPOCH 3 - PROGRESS: at 77.91% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:36,424 : INFO : EPOCH 3 - PROGRESS: at 78.03% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:37,464 : INFO : EPOCH 3 - PROGRESS: at 78.15% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:38,519 : INFO : EPOCH 3 - PROGRESS: at 78.28% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:39,580 : INFO : EPOCH 3 - PROGRESS: at 78.39% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:40,583 : INFO : EPOCH 3 - PROGRESS: at 78.51% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:41,622 : INFO : EPOCH 3 - PROGRESS: at 78.64% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:42,629 : INFO : EPOCH 3 - PROGRESS: at 78.75% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:43,688 : INFO : EPOCH 3 - PROGRESS: at 78.87% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:44,718 : INFO : EPOCH 3 - PROGRESS: at 78.99% examples, 208662 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:45,787 : INFO : EPOCH 3 - PROGRESS: at 79.12% examples, 208641 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:50:46,830 : INFO : EPOCH 3 - PROGRESS: at 79.26% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:47,832 : INFO : EPOCH 3 - PROGRESS: at 79.36% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:48,832 : INFO : EPOCH 3 - PROGRESS: at 79.48% examples, 208638 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:49,840 : INFO : EPOCH 3 - PROGRESS: at 79.58% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:50,876 : INFO : EPOCH 3 - PROGRESS: at 79.70% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:51,882 : INFO : EPOCH 3 - PROGRESS: at 79.81% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:52,900 : INFO : EPOCH 3 - PROGRESS: at 79.92% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:53,993 : INFO : EPOCH 3 - PROGRESS: at 80.04% examples, 208612 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:50:55,081 : INFO : EPOCH 3 - PROGRESS: at 80.17% examples, 208608 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:56,159 : INFO : EPOCH 3 - PROGRESS: at 80.27% examples, 208604 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:57,203 : INFO : EPOCH 3 - PROGRESS: at 80.35% examples, 208551 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:58,234 : INFO : EPOCH 3 - PROGRESS: at 80.44% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:50:59,235 : INFO : EPOCH 3 - PROGRESS: at 80.55% examples, 208507 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:00,292 : INFO : EPOCH 3 - PROGRESS: at 80.68% examples, 208497 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:01,314 : INFO : EPOCH 3 - PROGRESS: at 80.79% examples, 208496 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:02,335 : INFO : EPOCH 3 - PROGRESS: at 80.91% examples, 208489 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:03,346 : INFO : EPOCH 3 - PROGRESS: at 81.01% examples, 208511 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:04,360 : INFO : EPOCH 3 - PROGRESS: at 81.12% examples, 208501 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:05,414 : INFO : EPOCH 3 - PROGRESS: at 81.24% examples, 208495 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:06,415 : INFO : EPOCH 3 - PROGRESS: at 81.37% examples, 208501 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:07,446 : INFO : EPOCH 3 - PROGRESS: at 81.49% examples, 208500 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:08,457 : INFO : EPOCH 3 - PROGRESS: at 81.59% examples, 208504 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:09,466 : INFO : EPOCH 3 - PROGRESS: at 81.69% examples, 208500 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:10,509 : INFO : EPOCH 3 - PROGRESS: at 81.79% examples, 208502 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:11,517 : INFO : EPOCH 3 - PROGRESS: at 81.91% examples, 208511 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:12,553 : INFO : EPOCH 3 - PROGRESS: at 82.05% examples, 208502 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:51:13,564 : INFO : EPOCH 3 - PROGRESS: at 82.17% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:14,565 : INFO : EPOCH 3 - PROGRESS: at 82.28% examples, 208519 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:15,614 : INFO : EPOCH 3 - PROGRESS: at 82.41% examples, 208509 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:16,620 : INFO : EPOCH 3 - PROGRESS: at 82.51% examples, 208512 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:17,642 : INFO : EPOCH 3 - PROGRESS: at 82.66% examples, 208506 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:18,688 : INFO : EPOCH 3 - PROGRESS: at 82.78% examples, 208514 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:19,692 : INFO : EPOCH 3 - PROGRESS: at 82.89% examples, 208513 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:20,705 : INFO : EPOCH 3 - PROGRESS: at 82.98% examples, 208516 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:21,735 : INFO : EPOCH 3 - PROGRESS: at 83.10% examples, 208516 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:22,745 : INFO : EPOCH 3 - PROGRESS: at 83.22% examples, 208523 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:51:23,775 : INFO : EPOCH 3 - PROGRESS: at 83.32% examples, 208507 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:51:24,795 : INFO : EPOCH 3 - PROGRESS: at 83.43% examples, 208519 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:25,835 : INFO : EPOCH 3 - PROGRESS: at 83.54% examples, 208510 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:26,874 : INFO : EPOCH 3 - PROGRESS: at 83.67% examples, 208518 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:27,875 : INFO : EPOCH 3 - PROGRESS: at 83.79% examples, 208519 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:28,896 : INFO : EPOCH 3 - PROGRESS: at 83.89% examples, 208512 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:29,896 : INFO : EPOCH 3 - PROGRESS: at 84.00% examples, 208519 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:30,931 : INFO : EPOCH 3 - PROGRESS: at 84.12% examples, 208513 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:31,947 : INFO : EPOCH 3 - PROGRESS: at 84.21% examples, 208517 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:32,952 : INFO : EPOCH 3 - PROGRESS: at 84.33% examples, 208523 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:33,988 : INFO : EPOCH 3 - PROGRESS: at 84.45% examples, 208515 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:51:34,990 : INFO : EPOCH 3 - PROGRESS: at 84.56% examples, 208516 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:36,005 : INFO : EPOCH 3 - PROGRESS: at 84.68% examples, 208520 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:37,014 : INFO : EPOCH 3 - PROGRESS: at 84.79% examples, 208521 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:38,047 : INFO : EPOCH 3 - PROGRESS: at 84.89% examples, 208521 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:39,065 : INFO : EPOCH 3 - PROGRESS: at 85.00% examples, 208516 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:40,066 : INFO : EPOCH 3 - PROGRESS: at 85.11% examples, 208521 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:41,154 : INFO : EPOCH 3 - PROGRESS: at 85.22% examples, 208518 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:42,170 : INFO : EPOCH 3 - PROGRESS: at 85.35% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:43,194 : INFO : EPOCH 3 - PROGRESS: at 85.47% examples, 208525 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:44,247 : INFO : EPOCH 3 - PROGRESS: at 85.59% examples, 208518 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:45,262 : INFO : EPOCH 3 - PROGRESS: at 85.72% examples, 208533 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:46,276 : INFO : EPOCH 3 - PROGRESS: at 85.84% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:47,306 : INFO : EPOCH 3 - PROGRESS: at 85.96% examples, 208523 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:48,311 : INFO : EPOCH 3 - PROGRESS: at 86.08% examples, 208533 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:49,368 : INFO : EPOCH 3 - PROGRESS: at 86.18% examples, 208521 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:50,422 : INFO : EPOCH 3 - PROGRESS: at 86.29% examples, 208527 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:51,432 : INFO : EPOCH 3 - PROGRESS: at 86.40% examples, 208536 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:52,445 : INFO : EPOCH 3 - PROGRESS: at 86.50% examples, 208528 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:53,451 : INFO : EPOCH 3 - PROGRESS: at 86.60% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:54,459 : INFO : EPOCH 3 - PROGRESS: at 86.72% examples, 208530 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:51:55,508 : INFO : EPOCH 3 - PROGRESS: at 86.83% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:56,514 : INFO : EPOCH 3 - PROGRESS: at 86.94% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:57,549 : INFO : EPOCH 3 - PROGRESS: at 87.05% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:58,593 : INFO : EPOCH 3 - PROGRESS: at 87.17% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:51:59,617 : INFO : EPOCH 3 - PROGRESS: at 87.27% examples, 208527 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:00,619 : INFO : EPOCH 3 - PROGRESS: at 87.38% examples, 208536 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:01,625 : INFO : EPOCH 3 - PROGRESS: at 87.50% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:02,661 : INFO : EPOCH 3 - PROGRESS: at 87.62% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:03,676 : INFO : EPOCH 3 - PROGRESS: at 87.72% examples, 208524 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:04,698 : INFO : EPOCH 3 - PROGRESS: at 87.81% examples, 208530 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:05,713 : INFO : EPOCH 3 - PROGRESS: at 87.92% examples, 208525 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:06,753 : INFO : EPOCH 3 - PROGRESS: at 88.06% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:07,808 : INFO : EPOCH 3 - PROGRESS: at 88.18% examples, 208527 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:08,815 : INFO : EPOCH 3 - PROGRESS: at 88.30% examples, 208536 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:09,882 : INFO : EPOCH 3 - PROGRESS: at 88.41% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:10,924 : INFO : EPOCH 3 - PROGRESS: at 88.54% examples, 208533 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:11,927 : INFO : EPOCH 3 - PROGRESS: at 88.65% examples, 208540 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:12,931 : INFO : EPOCH 3 - PROGRESS: at 88.76% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:13,996 : INFO : EPOCH 3 - PROGRESS: at 88.87% examples, 208535 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:15,018 : INFO : EPOCH 3 - PROGRESS: at 88.99% examples, 208535 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:16,018 : INFO : EPOCH 3 - PROGRESS: at 89.12% examples, 208543 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:17,027 : INFO : EPOCH 3 - PROGRESS: at 89.21% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:18,033 : INFO : EPOCH 3 - PROGRESS: at 89.31% examples, 208540 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:19,073 : INFO : EPOCH 3 - PROGRESS: at 89.45% examples, 208536 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:52:20,121 : INFO : EPOCH 3 - PROGRESS: at 89.55% examples, 208527 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:21,129 : INFO : EPOCH 3 - PROGRESS: at 89.65% examples, 208543 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:22,184 : INFO : EPOCH 3 - PROGRESS: at 89.76% examples, 208537 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:52:23,198 : INFO : EPOCH 3 - PROGRESS: at 89.87% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:24,212 : INFO : EPOCH 3 - PROGRESS: at 89.99% examples, 208544 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:52:25,290 : INFO : EPOCH 3 - PROGRESS: at 90.08% examples, 208536 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:26,325 : INFO : EPOCH 3 - PROGRESS: at 90.22% examples, 208531 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:27,359 : INFO : EPOCH 3 - PROGRESS: at 90.33% examples, 208542 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:28,384 : INFO : EPOCH 3 - PROGRESS: at 90.44% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:29,484 : INFO : EPOCH 3 - PROGRESS: at 90.56% examples, 208533 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:30,504 : INFO : EPOCH 3 - PROGRESS: at 90.70% examples, 208546 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:31,542 : INFO : EPOCH 3 - PROGRESS: at 90.81% examples, 208533 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:32,547 : INFO : EPOCH 3 - PROGRESS: at 90.92% examples, 208545 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:33,585 : INFO : EPOCH 3 - PROGRESS: at 91.02% examples, 208540 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:34,675 : INFO : EPOCH 3 - PROGRESS: at 91.13% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:35,713 : INFO : EPOCH 3 - PROGRESS: at 91.26% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:36,721 : INFO : EPOCH 3 - PROGRESS: at 91.37% examples, 208547 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:37,748 : INFO : EPOCH 3 - PROGRESS: at 91.47% examples, 208543 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:38,760 : INFO : EPOCH 3 - PROGRESS: at 91.59% examples, 208550 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:39,768 : INFO : EPOCH 3 - PROGRESS: at 91.71% examples, 208553 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:40,787 : INFO : EPOCH 3 - PROGRESS: at 91.80% examples, 208536 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:41,813 : INFO : EPOCH 3 - PROGRESS: at 91.92% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:42,851 : INFO : EPOCH 3 - PROGRESS: at 92.03% examples, 208545 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:43,866 : INFO : EPOCH 3 - PROGRESS: at 92.16% examples, 208547 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:44,877 : INFO : EPOCH 3 - PROGRESS: at 92.28% examples, 208545 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:45,894 : INFO : EPOCH 3 - PROGRESS: at 92.39% examples, 208549 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:46,924 : INFO : EPOCH 3 - PROGRESS: at 92.50% examples, 208555 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:47,929 : INFO : EPOCH 3 - PROGRESS: at 92.61% examples, 208546 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:48,946 : INFO : EPOCH 3 - PROGRESS: at 92.72% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:49,993 : INFO : EPOCH 3 - PROGRESS: at 92.83% examples, 208546 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:51,000 : INFO : EPOCH 3 - PROGRESS: at 92.92% examples, 208551 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:52,015 : INFO : EPOCH 3 - PROGRESS: at 93.04% examples, 208549 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:52:53,036 : INFO : EPOCH 3 - PROGRESS: at 93.16% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:54,090 : INFO : EPOCH 3 - PROGRESS: at 93.26% examples, 208550 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:55,125 : INFO : EPOCH 3 - PROGRESS: at 93.38% examples, 208549 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:52:56,188 : INFO : EPOCH 3 - PROGRESS: at 93.51% examples, 208549 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:57,205 : INFO : EPOCH 3 - PROGRESS: at 93.63% examples, 208556 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:58,251 : INFO : EPOCH 3 - PROGRESS: at 93.74% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:52:59,270 : INFO : EPOCH 3 - PROGRESS: at 93.84% examples, 208554 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:00,302 : INFO : EPOCH 3 - PROGRESS: at 93.95% examples, 208554 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:01,344 : INFO : EPOCH 3 - PROGRESS: at 94.09% examples, 208547 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:02,356 : INFO : EPOCH 3 - PROGRESS: at 94.21% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:03,372 : INFO : EPOCH 3 - PROGRESS: at 94.33% examples, 208551 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:04,381 : INFO : EPOCH 3 - PROGRESS: at 94.44% examples, 208550 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:05,389 : INFO : EPOCH 3 - PROGRESS: at 94.56% examples, 208557 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:06,446 : INFO : EPOCH 3 - PROGRESS: at 94.67% examples, 208553 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:07,489 : INFO : EPOCH 3 - PROGRESS: at 94.78% examples, 208549 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:08,513 : INFO : EPOCH 3 - PROGRESS: at 94.90% examples, 208551 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:09,535 : INFO : EPOCH 3 - PROGRESS: at 94.99% examples, 208551 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:10,559 : INFO : EPOCH 3 - PROGRESS: at 95.10% examples, 208557 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:11,572 : INFO : EPOCH 3 - PROGRESS: at 95.21% examples, 208560 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:12,620 : INFO : EPOCH 3 - PROGRESS: at 95.30% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:13,624 : INFO : EPOCH 3 - PROGRESS: at 95.43% examples, 208562 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:14,659 : INFO : EPOCH 3 - PROGRESS: at 95.55% examples, 208558 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:15,680 : INFO : EPOCH 3 - PROGRESS: at 95.67% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:16,709 : INFO : EPOCH 3 - PROGRESS: at 95.78% examples, 208553 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:17,711 : INFO : EPOCH 3 - PROGRESS: at 95.90% examples, 208553 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:18,732 : INFO : EPOCH 3 - PROGRESS: at 96.02% examples, 208553 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:19,744 : INFO : EPOCH 3 - PROGRESS: at 96.13% examples, 208555 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:20,791 : INFO : EPOCH 3 - PROGRESS: at 96.24% examples, 208556 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:21,810 : INFO : EPOCH 3 - PROGRESS: at 96.37% examples, 208554 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:22,858 : INFO : EPOCH 3 - PROGRESS: at 96.47% examples, 208554 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:23,863 : INFO : EPOCH 3 - PROGRESS: at 96.60% examples, 208557 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:24,880 : INFO : EPOCH 3 - PROGRESS: at 96.73% examples, 208564 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:25,894 : INFO : EPOCH 3 - PROGRESS: at 96.83% examples, 208565 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:26,904 : INFO : EPOCH 3 - PROGRESS: at 96.93% examples, 208568 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:27,926 : INFO : EPOCH 3 - PROGRESS: at 97.05% examples, 208567 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:53:28,935 : INFO : EPOCH 3 - PROGRESS: at 97.17% examples, 208572 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:29,939 : INFO : EPOCH 3 - PROGRESS: at 97.27% examples, 208570 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:30,973 : INFO : EPOCH 3 - PROGRESS: at 97.39% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:31,991 : INFO : EPOCH 3 - PROGRESS: at 97.50% examples, 208559 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:33,017 : INFO : EPOCH 3 - PROGRESS: at 97.64% examples, 208557 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:34,054 : INFO : EPOCH 3 - PROGRESS: at 97.76% examples, 208566 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:35,077 : INFO : EPOCH 3 - PROGRESS: at 97.86% examples, 208563 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:36,110 : INFO : EPOCH 3 - PROGRESS: at 97.98% examples, 208572 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:37,121 : INFO : EPOCH 3 - PROGRESS: at 98.10% examples, 208570 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:38,135 : INFO : EPOCH 3 - PROGRESS: at 98.20% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:39,149 : INFO : EPOCH 3 - PROGRESS: at 98.31% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:40,160 : INFO : EPOCH 3 - PROGRESS: at 98.41% examples, 208572 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:41,186 : INFO : EPOCH 3 - PROGRESS: at 98.52% examples, 208565 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:42,206 : INFO : EPOCH 3 - PROGRESS: at 98.64% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:43,255 : INFO : EPOCH 3 - PROGRESS: at 98.76% examples, 208570 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:44,257 : INFO : EPOCH 3 - PROGRESS: at 98.87% examples, 208582 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:45,302 : INFO : EPOCH 3 - PROGRESS: at 98.97% examples, 208566 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:46,389 : INFO : EPOCH 3 - PROGRESS: at 99.09% examples, 208568 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:47,395 : INFO : EPOCH 3 - PROGRESS: at 99.21% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:48,452 : INFO : EPOCH 3 - PROGRESS: at 99.32% examples, 208574 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:49,477 : INFO : EPOCH 3 - PROGRESS: at 99.44% examples, 208576 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:50,518 : INFO : EPOCH 3 - PROGRESS: at 99.54% examples, 208580 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:51,518 : INFO : EPOCH 3 - PROGRESS: at 99.65% examples, 208584 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:52,577 : INFO : EPOCH 3 - PROGRESS: at 99.75% examples, 208581 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:53,602 : INFO : EPOCH 3 - PROGRESS: at 99.86% examples, 208579 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:54,717 : INFO : EPOCH 3 - PROGRESS: at 99.98% examples, 208575 words/s, in_qsize 5, out_qsize 0
2020-07-17 00:53:54,722 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 00:53:54,732 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 00:53:54,766 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 00:53:54,820 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 00:53:54,821 : INFO : EPOCH - 3 : training on 248038538 raw words (187740302 effective words) took 900.1s, 208586 effective words/s
2020-07-17 00:53:55,828 : INFO : EPOCH 4 - PROGRESS: at 0.10% examples, 186612 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:56,840 : INFO : EPOCH 4 - PROGRESS: at 0.22% examples, 200155 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:57,871 : INFO : EPOCH 4 - PROGRESS: at 0.32% examples, 201888 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:58,900 : INFO : EPOCH 4 - PROGRESS: at 0.42% examples, 203829 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:53:59,906 : INFO : EPOCH 4 - PROGRESS: at 0.54% examples, 204657 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:54:00,927 : INFO : EPOCH 4 - PROGRESS: at 0.64% examples, 206437 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:01,947 : INFO : EPOCH 4 - PROGRESS: at 0.74% examples, 206296 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:02,970 : INFO : EPOCH 4 - PROGRESS: at 0.85% examples, 207011 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:54:03,977 : INFO : EPOCH 4 - PROGRESS: at 0.97% examples, 207257 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:05,014 : INFO : EPOCH 4 - PROGRESS: at 1.09% examples, 206907 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:06,038 : INFO : EPOCH 4 - PROGRESS: at 1.21% examples, 207395 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:07,039 : INFO : EPOCH 4 - PROGRESS: at 1.32% examples, 207892 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:08,044 : INFO : EPOCH 4 - PROGRESS: at 1.42% examples, 207861 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:09,096 : INFO : EPOCH 4 - PROGRESS: at 1.55% examples, 207784 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:10,119 : INFO : EPOCH 4 - PROGRESS: at 1.65% examples, 208235 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:11,131 : INFO : EPOCH 4 - PROGRESS: at 1.78% examples, 208298 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:12,141 : INFO : EPOCH 4 - PROGRESS: at 1.88% examples, 208334 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:13,154 : INFO : EPOCH 4 - PROGRESS: at 1.98% examples, 208142 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:14,213 : INFO : EPOCH 4 - PROGRESS: at 2.09% examples, 207907 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:15,259 : INFO : EPOCH 4 - PROGRESS: at 2.21% examples, 208133 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:16,269 : INFO : EPOCH 4 - PROGRESS: at 2.31% examples, 208206 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:17,270 : INFO : EPOCH 4 - PROGRESS: at 2.43% examples, 208392 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:18,296 : INFO : EPOCH 4 - PROGRESS: at 2.56% examples, 208482 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:19,301 : INFO : EPOCH 4 - PROGRESS: at 2.66% examples, 208418 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:20,306 : INFO : EPOCH 4 - PROGRESS: at 2.78% examples, 208522 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:21,317 : INFO : EPOCH 4 - PROGRESS: at 2.88% examples, 208497 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:22,353 : INFO : EPOCH 4 - PROGRESS: at 3.00% examples, 208598 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:23,371 : INFO : EPOCH 4 - PROGRESS: at 3.11% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:24,431 : INFO : EPOCH 4 - PROGRESS: at 3.22% examples, 208571 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:25,453 : INFO : EPOCH 4 - PROGRESS: at 3.34% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:26,458 : INFO : EPOCH 4 - PROGRESS: at 3.45% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:27,523 : INFO : EPOCH 4 - PROGRESS: at 3.59% examples, 208521 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:28,524 : INFO : EPOCH 4 - PROGRESS: at 3.69% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:29,573 : INFO : EPOCH 4 - PROGRESS: at 3.79% examples, 208493 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:30,580 : INFO : EPOCH 4 - PROGRESS: at 3.91% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:31,635 : INFO : EPOCH 4 - PROGRESS: at 4.02% examples, 208609 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:32,689 : INFO : EPOCH 4 - PROGRESS: at 4.14% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:33,761 : INFO : EPOCH 4 - PROGRESS: at 4.26% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:34,776 : INFO : EPOCH 4 - PROGRESS: at 4.38% examples, 208903 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:35,799 : INFO : EPOCH 4 - PROGRESS: at 4.48% examples, 208767 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:36,842 : INFO : EPOCH 4 - PROGRESS: at 4.60% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:37,880 : INFO : EPOCH 4 - PROGRESS: at 4.72% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:38,886 : INFO : EPOCH 4 - PROGRESS: at 4.83% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:39,919 : INFO : EPOCH 4 - PROGRESS: at 4.95% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:40,934 : INFO : EPOCH 4 - PROGRESS: at 5.07% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:41,958 : INFO : EPOCH 4 - PROGRESS: at 5.18% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:42,984 : INFO : EPOCH 4 - PROGRESS: at 5.31% examples, 208866 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:43,987 : INFO : EPOCH 4 - PROGRESS: at 5.42% examples, 208844 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:44,995 : INFO : EPOCH 4 - PROGRESS: at 5.55% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:46,044 : INFO : EPOCH 4 - PROGRESS: at 5.67% examples, 208823 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:47,049 : INFO : EPOCH 4 - PROGRESS: at 5.79% examples, 208852 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:48,080 : INFO : EPOCH 4 - PROGRESS: at 5.90% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:49,081 : INFO : EPOCH 4 - PROGRESS: at 6.03% examples, 208971 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:50,103 : INFO : EPOCH 4 - PROGRESS: at 6.13% examples, 208895 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:51,129 : INFO : EPOCH 4 - PROGRESS: at 6.23% examples, 208952 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:52,159 : INFO : EPOCH 4 - PROGRESS: at 6.34% examples, 208930 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:53,218 : INFO : EPOCH 4 - PROGRESS: at 6.45% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:54,251 : INFO : EPOCH 4 - PROGRESS: at 6.56% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:55,258 : INFO : EPOCH 4 - PROGRESS: at 6.68% examples, 208949 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:56,293 : INFO : EPOCH 4 - PROGRESS: at 6.81% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:57,305 : INFO : EPOCH 4 - PROGRESS: at 6.91% examples, 209012 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:58,346 : INFO : EPOCH 4 - PROGRESS: at 7.02% examples, 208881 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:54:59,396 : INFO : EPOCH 4 - PROGRESS: at 7.15% examples, 208829 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:00,405 : INFO : EPOCH 4 - PROGRESS: at 7.27% examples, 208978 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:01,434 : INFO : EPOCH 4 - PROGRESS: at 7.39% examples, 208996 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:02,454 : INFO : EPOCH 4 - PROGRESS: at 7.49% examples, 208850 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:03,499 : INFO : EPOCH 4 - PROGRESS: at 7.61% examples, 208895 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:04,556 : INFO : EPOCH 4 - PROGRESS: at 7.72% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:05,567 : INFO : EPOCH 4 - PROGRESS: at 7.83% examples, 209002 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:06,572 : INFO : EPOCH 4 - PROGRESS: at 7.95% examples, 209021 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:07,582 : INFO : EPOCH 4 - PROGRESS: at 8.06% examples, 208934 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:08,648 : INFO : EPOCH 4 - PROGRESS: at 8.17% examples, 208850 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:09,673 : INFO : EPOCH 4 - PROGRESS: at 8.30% examples, 208911 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:10,692 : INFO : EPOCH 4 - PROGRESS: at 8.39% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:11,699 : INFO : EPOCH 4 - PROGRESS: at 8.50% examples, 209000 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:12,700 : INFO : EPOCH 4 - PROGRESS: at 8.61% examples, 208974 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:13,770 : INFO : EPOCH 4 - PROGRESS: at 8.72% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:14,812 : INFO : EPOCH 4 - PROGRESS: at 8.84% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:15,831 : INFO : EPOCH 4 - PROGRESS: at 8.96% examples, 208857 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:16,843 : INFO : EPOCH 4 - PROGRESS: at 9.06% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:17,864 : INFO : EPOCH 4 - PROGRESS: at 9.18% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:18,864 : INFO : EPOCH 4 - PROGRESS: at 9.28% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:19,884 : INFO : EPOCH 4 - PROGRESS: at 9.39% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:20,890 : INFO : EPOCH 4 - PROGRESS: at 9.51% examples, 208798 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:21,933 : INFO : EPOCH 4 - PROGRESS: at 9.63% examples, 208714 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:55:22,950 : INFO : EPOCH 4 - PROGRESS: at 9.76% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:23,953 : INFO : EPOCH 4 - PROGRESS: at 9.87% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:24,996 : INFO : EPOCH 4 - PROGRESS: at 10.00% examples, 208597 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:26,001 : INFO : EPOCH 4 - PROGRESS: at 10.10% examples, 208337 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:27,002 : INFO : EPOCH 4 - PROGRESS: at 10.19% examples, 207788 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:28,042 : INFO : EPOCH 4 - PROGRESS: at 10.32% examples, 207802 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:29,117 : INFO : EPOCH 4 - PROGRESS: at 10.45% examples, 207757 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:30,172 : INFO : EPOCH 4 - PROGRESS: at 10.56% examples, 207806 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:31,179 : INFO : EPOCH 4 - PROGRESS: at 10.67% examples, 207887 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:32,233 : INFO : EPOCH 4 - PROGRESS: at 10.80% examples, 207920 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:33,265 : INFO : EPOCH 4 - PROGRESS: at 10.90% examples, 207888 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:34,267 : INFO : EPOCH 4 - PROGRESS: at 11.02% examples, 207948 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:35,302 : INFO : EPOCH 4 - PROGRESS: at 11.14% examples, 207975 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:36,334 : INFO : EPOCH 4 - PROGRESS: at 11.25% examples, 208038 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:37,352 : INFO : EPOCH 4 - PROGRESS: at 11.37% examples, 207893 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:55:38,448 : INFO : EPOCH 4 - PROGRESS: at 11.49% examples, 207911 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:39,453 : INFO : EPOCH 4 - PROGRESS: at 11.60% examples, 208045 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:40,501 : INFO : EPOCH 4 - PROGRESS: at 11.71% examples, 207987 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:41,517 : INFO : EPOCH 4 - PROGRESS: at 11.86% examples, 208004 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:42,563 : INFO : EPOCH 4 - PROGRESS: at 11.96% examples, 208021 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:43,568 : INFO : EPOCH 4 - PROGRESS: at 12.07% examples, 208087 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:44,569 : INFO : EPOCH 4 - PROGRESS: at 12.19% examples, 208119 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:45,578 : INFO : EPOCH 4 - PROGRESS: at 12.30% examples, 208010 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:46,592 : INFO : EPOCH 4 - PROGRESS: at 12.42% examples, 208050 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:47,597 : INFO : EPOCH 4 - PROGRESS: at 12.54% examples, 208073 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:48,679 : INFO : EPOCH 4 - PROGRESS: at 12.65% examples, 208059 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:49,681 : INFO : EPOCH 4 - PROGRESS: at 12.77% examples, 208107 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:50,695 : INFO : EPOCH 4 - PROGRESS: at 12.89% examples, 208063 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:51,756 : INFO : EPOCH 4 - PROGRESS: at 13.00% examples, 208080 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:52,765 : INFO : EPOCH 4 - PROGRESS: at 13.12% examples, 208171 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:53,771 : INFO : EPOCH 4 - PROGRESS: at 13.23% examples, 208135 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:54,791 : INFO : EPOCH 4 - PROGRESS: at 13.35% examples, 208183 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:55,834 : INFO : EPOCH 4 - PROGRESS: at 13.45% examples, 208142 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:56,870 : INFO : EPOCH 4 - PROGRESS: at 13.56% examples, 208099 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:57,924 : INFO : EPOCH 4 - PROGRESS: at 13.68% examples, 208139 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:58,949 : INFO : EPOCH 4 - PROGRESS: at 13.81% examples, 208202 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:55:59,993 : INFO : EPOCH 4 - PROGRESS: at 13.93% examples, 208214 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:01,036 : INFO : EPOCH 4 - PROGRESS: at 14.04% examples, 208196 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:02,051 : INFO : EPOCH 4 - PROGRESS: at 14.15% examples, 208191 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:03,096 : INFO : EPOCH 4 - PROGRESS: at 14.26% examples, 208166 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:04,196 : INFO : EPOCH 4 - PROGRESS: at 14.39% examples, 208165 words/s, in_qsize 8, out_qsize 1
2020-07-17 00:56:05,233 : INFO : EPOCH 4 - PROGRESS: at 14.53% examples, 208230 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:06,253 : INFO : EPOCH 4 - PROGRESS: at 14.63% examples, 208245 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:07,260 : INFO : EPOCH 4 - PROGRESS: at 14.73% examples, 208259 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:08,303 : INFO : EPOCH 4 - PROGRESS: at 14.88% examples, 208253 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:09,311 : INFO : EPOCH 4 - PROGRESS: at 14.99% examples, 208294 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:10,354 : INFO : EPOCH 4 - PROGRESS: at 15.09% examples, 208260 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:11,397 : INFO : EPOCH 4 - PROGRESS: at 15.19% examples, 208215 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:12,398 : INFO : EPOCH 4 - PROGRESS: at 15.30% examples, 208352 words/s, in_qsize 6, out_qsize 0
2020-07-17 00:56:13,411 : INFO : EPOCH 4 - PROGRESS: at 15.41% examples, 208257 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:14,428 : INFO : EPOCH 4 - PROGRESS: at 15.52% examples, 208232 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:15,483 : INFO : EPOCH 4 - PROGRESS: at 15.62% examples, 208267 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:16,488 : INFO : EPOCH 4 - PROGRESS: at 15.73% examples, 208332 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:17,489 : INFO : EPOCH 4 - PROGRESS: at 15.85% examples, 208312 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:18,498 : INFO : EPOCH 4 - PROGRESS: at 15.96% examples, 208356 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:19,545 : INFO : EPOCH 4 - PROGRESS: at 16.06% examples, 208304 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:20,548 : INFO : EPOCH 4 - PROGRESS: at 16.17% examples, 208342 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:21,553 : INFO : EPOCH 4 - PROGRESS: at 16.28% examples, 208349 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:22,560 : INFO : EPOCH 4 - PROGRESS: at 16.41% examples, 208366 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:23,592 : INFO : EPOCH 4 - PROGRESS: at 16.52% examples, 208356 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:24,607 : INFO : EPOCH 4 - PROGRESS: at 16.64% examples, 208401 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:25,621 : INFO : EPOCH 4 - PROGRESS: at 16.73% examples, 208355 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:26,625 : INFO : EPOCH 4 - PROGRESS: at 16.84% examples, 208408 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:27,636 : INFO : EPOCH 4 - PROGRESS: at 16.96% examples, 208417 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:28,649 : INFO : EPOCH 4 - PROGRESS: at 17.07% examples, 208383 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:29,656 : INFO : EPOCH 4 - PROGRESS: at 17.18% examples, 208377 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:30,695 : INFO : EPOCH 4 - PROGRESS: at 17.29% examples, 208396 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:31,697 : INFO : EPOCH 4 - PROGRESS: at 17.40% examples, 208441 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:32,701 : INFO : EPOCH 4 - PROGRESS: at 17.51% examples, 208438 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:33,765 : INFO : EPOCH 4 - PROGRESS: at 17.63% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:34,765 : INFO : EPOCH 4 - PROGRESS: at 17.74% examples, 208408 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:35,767 : INFO : EPOCH 4 - PROGRESS: at 17.85% examples, 208466 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:36,768 : INFO : EPOCH 4 - PROGRESS: at 17.95% examples, 208405 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:37,784 : INFO : EPOCH 4 - PROGRESS: at 18.07% examples, 208417 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:38,814 : INFO : EPOCH 4 - PROGRESS: at 18.19% examples, 208402 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:39,851 : INFO : EPOCH 4 - PROGRESS: at 18.32% examples, 208408 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:40,858 : INFO : EPOCH 4 - PROGRESS: at 18.42% examples, 208423 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:56:41,885 : INFO : EPOCH 4 - PROGRESS: at 18.53% examples, 208394 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:42,889 : INFO : EPOCH 4 - PROGRESS: at 18.61% examples, 208447 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:43,910 : INFO : EPOCH 4 - PROGRESS: at 18.73% examples, 208457 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:44,917 : INFO : EPOCH 4 - PROGRESS: at 18.83% examples, 208442 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:45,929 : INFO : EPOCH 4 - PROGRESS: at 18.95% examples, 208452 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:46,971 : INFO : EPOCH 4 - PROGRESS: at 19.05% examples, 208444 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:47,995 : INFO : EPOCH 4 - PROGRESS: at 19.16% examples, 208439 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:49,007 : INFO : EPOCH 4 - PROGRESS: at 19.26% examples, 208480 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:50,069 : INFO : EPOCH 4 - PROGRESS: at 19.36% examples, 208423 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:51,113 : INFO : EPOCH 4 - PROGRESS: at 19.48% examples, 208441 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:52,165 : INFO : EPOCH 4 - PROGRESS: at 19.59% examples, 208435 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:56:53,274 : INFO : EPOCH 4 - PROGRESS: at 19.73% examples, 208424 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:54,291 : INFO : EPOCH 4 - PROGRESS: at 19.85% examples, 208467 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:55,292 : INFO : EPOCH 4 - PROGRESS: at 19.99% examples, 208504 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:56:56,299 : INFO : EPOCH 4 - PROGRESS: at 20.10% examples, 208441 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:57,311 : INFO : EPOCH 4 - PROGRESS: at 20.23% examples, 208497 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:58,362 : INFO : EPOCH 4 - PROGRESS: at 20.33% examples, 208466 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:56:59,408 : INFO : EPOCH 4 - PROGRESS: at 20.45% examples, 208501 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:00,459 : INFO : EPOCH 4 - PROGRESS: at 20.56% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:01,461 : INFO : EPOCH 4 - PROGRESS: at 20.67% examples, 208479 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:57:02,470 : INFO : EPOCH 4 - PROGRESS: at 20.77% examples, 208493 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:57:03,525 : INFO : EPOCH 4 - PROGRESS: at 20.86% examples, 208492 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:04,542 : INFO : EPOCH 4 - PROGRESS: at 20.97% examples, 208520 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:05,608 : INFO : EPOCH 4 - PROGRESS: at 21.10% examples, 208468 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:06,621 : INFO : EPOCH 4 - PROGRESS: at 21.21% examples, 208489 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:07,632 : INFO : EPOCH 4 - PROGRESS: at 21.32% examples, 208553 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:08,636 : INFO : EPOCH 4 - PROGRESS: at 21.42% examples, 208545 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:09,657 : INFO : EPOCH 4 - PROGRESS: at 21.54% examples, 208499 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:10,667 : INFO : EPOCH 4 - PROGRESS: at 21.65% examples, 208520 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:11,712 : INFO : EPOCH 4 - PROGRESS: at 21.77% examples, 208515 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:12,720 : INFO : EPOCH 4 - PROGRESS: at 21.88% examples, 208564 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:57:13,785 : INFO : EPOCH 4 - PROGRESS: at 22.01% examples, 208542 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:14,807 : INFO : EPOCH 4 - PROGRESS: at 22.12% examples, 208526 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:15,844 : INFO : EPOCH 4 - PROGRESS: at 22.23% examples, 208572 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:16,860 : INFO : EPOCH 4 - PROGRESS: at 22.35% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:17,905 : INFO : EPOCH 4 - PROGRESS: at 22.45% examples, 208572 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:18,919 : INFO : EPOCH 4 - PROGRESS: at 22.56% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:19,922 : INFO : EPOCH 4 - PROGRESS: at 22.68% examples, 208581 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:20,982 : INFO : EPOCH 4 - PROGRESS: at 22.80% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:21,993 : INFO : EPOCH 4 - PROGRESS: at 22.90% examples, 208561 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:23,035 : INFO : EPOCH 4 - PROGRESS: at 23.02% examples, 208584 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:24,041 : INFO : EPOCH 4 - PROGRESS: at 23.13% examples, 208565 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:25,083 : INFO : EPOCH 4 - PROGRESS: at 23.26% examples, 208588 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:26,107 : INFO : EPOCH 4 - PROGRESS: at 23.38% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:27,125 : INFO : EPOCH 4 - PROGRESS: at 23.49% examples, 208616 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:28,133 : INFO : EPOCH 4 - PROGRESS: at 23.61% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:29,151 : INFO : EPOCH 4 - PROGRESS: at 23.71% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:30,179 : INFO : EPOCH 4 - PROGRESS: at 23.83% examples, 208563 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:31,193 : INFO : EPOCH 4 - PROGRESS: at 23.95% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:32,203 : INFO : EPOCH 4 - PROGRESS: at 24.10% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:33,237 : INFO : EPOCH 4 - PROGRESS: at 24.21% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:34,256 : INFO : EPOCH 4 - PROGRESS: at 24.33% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:35,278 : INFO : EPOCH 4 - PROGRESS: at 24.46% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:36,287 : INFO : EPOCH 4 - PROGRESS: at 24.58% examples, 208639 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:37,304 : INFO : EPOCH 4 - PROGRESS: at 24.70% examples, 208626 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:38,336 : INFO : EPOCH 4 - PROGRESS: at 24.81% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:39,374 : INFO : EPOCH 4 - PROGRESS: at 24.93% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:40,404 : INFO : EPOCH 4 - PROGRESS: at 25.04% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:41,426 : INFO : EPOCH 4 - PROGRESS: at 25.15% examples, 208612 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:42,469 : INFO : EPOCH 4 - PROGRESS: at 25.26% examples, 208608 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:43,486 : INFO : EPOCH 4 - PROGRESS: at 25.36% examples, 208601 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:44,495 : INFO : EPOCH 4 - PROGRESS: at 25.47% examples, 208601 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:45,504 : INFO : EPOCH 4 - PROGRESS: at 25.57% examples, 208644 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:46,530 : INFO : EPOCH 4 - PROGRESS: at 25.69% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:47,558 : INFO : EPOCH 4 - PROGRESS: at 25.80% examples, 208612 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:48,607 : INFO : EPOCH 4 - PROGRESS: at 25.91% examples, 208616 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:57:49,620 : INFO : EPOCH 4 - PROGRESS: at 26.02% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:50,638 : INFO : EPOCH 4 - PROGRESS: at 26.14% examples, 208642 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:51,705 : INFO : EPOCH 4 - PROGRESS: at 26.26% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:52,808 : INFO : EPOCH 4 - PROGRESS: at 26.40% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:53,809 : INFO : EPOCH 4 - PROGRESS: at 26.51% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:54,828 : INFO : EPOCH 4 - PROGRESS: at 26.64% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:55,837 : INFO : EPOCH 4 - PROGRESS: at 26.73% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:56,841 : INFO : EPOCH 4 - PROGRESS: at 26.84% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:57,883 : INFO : EPOCH 4 - PROGRESS: at 26.97% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:58,913 : INFO : EPOCH 4 - PROGRESS: at 27.08% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:57:59,915 : INFO : EPOCH 4 - PROGRESS: at 27.19% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:00,964 : INFO : EPOCH 4 - PROGRESS: at 27.31% examples, 208672 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:02,040 : INFO : EPOCH 4 - PROGRESS: at 27.42% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:03,052 : INFO : EPOCH 4 - PROGRESS: at 27.53% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:04,089 : INFO : EPOCH 4 - PROGRESS: at 27.64% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:05,128 : INFO : EPOCH 4 - PROGRESS: at 27.76% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:06,136 : INFO : EPOCH 4 - PROGRESS: at 27.86% examples, 208678 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:58:07,138 : INFO : EPOCH 4 - PROGRESS: at 27.99% examples, 208692 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:08,195 : INFO : EPOCH 4 - PROGRESS: at 28.11% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:09,264 : INFO : EPOCH 4 - PROGRESS: at 28.23% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:10,271 : INFO : EPOCH 4 - PROGRESS: at 28.36% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:11,347 : INFO : EPOCH 4 - PROGRESS: at 28.48% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:12,373 : INFO : EPOCH 4 - PROGRESS: at 28.57% examples, 208682 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:58:13,456 : INFO : EPOCH 4 - PROGRESS: at 28.69% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:14,458 : INFO : EPOCH 4 - PROGRESS: at 28.80% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:15,549 : INFO : EPOCH 4 - PROGRESS: at 28.93% examples, 208692 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:16,560 : INFO : EPOCH 4 - PROGRESS: at 29.05% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:17,628 : INFO : EPOCH 4 - PROGRESS: at 29.16% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:18,640 : INFO : EPOCH 4 - PROGRESS: at 29.28% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:19,654 : INFO : EPOCH 4 - PROGRESS: at 29.39% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:20,692 : INFO : EPOCH 4 - PROGRESS: at 29.50% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:21,697 : INFO : EPOCH 4 - PROGRESS: at 29.59% examples, 208734 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:22,707 : INFO : EPOCH 4 - PROGRESS: at 29.69% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:23,736 : INFO : EPOCH 4 - PROGRESS: at 29.80% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:24,750 : INFO : EPOCH 4 - PROGRESS: at 29.92% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:25,815 : INFO : EPOCH 4 - PROGRESS: at 30.02% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:26,853 : INFO : EPOCH 4 - PROGRESS: at 30.15% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:27,923 : INFO : EPOCH 4 - PROGRESS: at 30.25% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:28,932 : INFO : EPOCH 4 - PROGRESS: at 30.36% examples, 208699 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:58:29,973 : INFO : EPOCH 4 - PROGRESS: at 30.48% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:30,989 : INFO : EPOCH 4 - PROGRESS: at 30.59% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:32,024 : INFO : EPOCH 4 - PROGRESS: at 30.70% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:33,084 : INFO : EPOCH 4 - PROGRESS: at 30.82% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:34,093 : INFO : EPOCH 4 - PROGRESS: at 30.94% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:35,109 : INFO : EPOCH 4 - PROGRESS: at 31.06% examples, 208716 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:36,136 : INFO : EPOCH 4 - PROGRESS: at 31.17% examples, 208724 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:37,142 : INFO : EPOCH 4 - PROGRESS: at 31.29% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:38,168 : INFO : EPOCH 4 - PROGRESS: at 31.42% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:39,174 : INFO : EPOCH 4 - PROGRESS: at 31.53% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:40,214 : INFO : EPOCH 4 - PROGRESS: at 31.65% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:41,217 : INFO : EPOCH 4 - PROGRESS: at 31.77% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:42,232 : INFO : EPOCH 4 - PROGRESS: at 31.88% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:43,261 : INFO : EPOCH 4 - PROGRESS: at 31.98% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:44,263 : INFO : EPOCH 4 - PROGRESS: at 32.09% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:45,336 : INFO : EPOCH 4 - PROGRESS: at 32.22% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:46,371 : INFO : EPOCH 4 - PROGRESS: at 32.33% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:47,389 : INFO : EPOCH 4 - PROGRESS: at 32.43% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:48,410 : INFO : EPOCH 4 - PROGRESS: at 32.55% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:49,428 : INFO : EPOCH 4 - PROGRESS: at 32.67% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:50,467 : INFO : EPOCH 4 - PROGRESS: at 32.80% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:51,564 : INFO : EPOCH 4 - PROGRESS: at 32.92% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:52,592 : INFO : EPOCH 4 - PROGRESS: at 33.02% examples, 208752 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:58:53,637 : INFO : EPOCH 4 - PROGRESS: at 33.14% examples, 208754 words/s, in_qsize 8, out_qsize 1
2020-07-17 00:58:54,670 : INFO : EPOCH 4 - PROGRESS: at 33.26% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:55,708 : INFO : EPOCH 4 - PROGRESS: at 33.36% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:56,728 : INFO : EPOCH 4 - PROGRESS: at 33.48% examples, 208767 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:57,757 : INFO : EPOCH 4 - PROGRESS: at 33.59% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:58,763 : INFO : EPOCH 4 - PROGRESS: at 33.72% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:58:59,777 : INFO : EPOCH 4 - PROGRESS: at 33.83% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:00,779 : INFO : EPOCH 4 - PROGRESS: at 33.95% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:01,780 : INFO : EPOCH 4 - PROGRESS: at 34.05% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:02,780 : INFO : EPOCH 4 - PROGRESS: at 34.16% examples, 208773 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:03,805 : INFO : EPOCH 4 - PROGRESS: at 34.27% examples, 208767 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:04,806 : INFO : EPOCH 4 - PROGRESS: at 34.39% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:05,842 : INFO : EPOCH 4 - PROGRESS: at 34.50% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:06,861 : INFO : EPOCH 4 - PROGRESS: at 34.61% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:07,863 : INFO : EPOCH 4 - PROGRESS: at 34.73% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:08,864 : INFO : EPOCH 4 - PROGRESS: at 34.83% examples, 208786 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:59:09,879 : INFO : EPOCH 4 - PROGRESS: at 34.93% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:10,884 : INFO : EPOCH 4 - PROGRESS: at 35.05% examples, 208805 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:59:11,892 : INFO : EPOCH 4 - PROGRESS: at 35.15% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:12,903 : INFO : EPOCH 4 - PROGRESS: at 35.27% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:13,903 : INFO : EPOCH 4 - PROGRESS: at 35.37% examples, 208814 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:14,909 : INFO : EPOCH 4 - PROGRESS: at 35.48% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:15,950 : INFO : EPOCH 4 - PROGRESS: at 35.60% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:16,983 : INFO : EPOCH 4 - PROGRESS: at 35.73% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:17,985 : INFO : EPOCH 4 - PROGRESS: at 35.83% examples, 208805 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:19,015 : INFO : EPOCH 4 - PROGRESS: at 35.95% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:20,035 : INFO : EPOCH 4 - PROGRESS: at 36.07% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:21,072 : INFO : EPOCH 4 - PROGRESS: at 36.18% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:22,166 : INFO : EPOCH 4 - PROGRESS: at 36.30% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:23,177 : INFO : EPOCH 4 - PROGRESS: at 36.41% examples, 208804 words/s, in_qsize 6, out_qsize 1
2020-07-17 00:59:24,233 : INFO : EPOCH 4 - PROGRESS: at 36.51% examples, 208816 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:25,248 : INFO : EPOCH 4 - PROGRESS: at 36.63% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:26,272 : INFO : EPOCH 4 - PROGRESS: at 36.74% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:27,276 : INFO : EPOCH 4 - PROGRESS: at 36.85% examples, 208836 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:28,322 : INFO : EPOCH 4 - PROGRESS: at 36.94% examples, 208810 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:29,366 : INFO : EPOCH 4 - PROGRESS: at 37.05% examples, 208818 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:59:30,371 : INFO : EPOCH 4 - PROGRESS: at 37.17% examples, 208832 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:31,435 : INFO : EPOCH 4 - PROGRESS: at 37.28% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:32,500 : INFO : EPOCH 4 - PROGRESS: at 37.42% examples, 208817 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:33,596 : INFO : EPOCH 4 - PROGRESS: at 37.55% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:34,604 : INFO : EPOCH 4 - PROGRESS: at 37.67% examples, 208849 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:35,642 : INFO : EPOCH 4 - PROGRESS: at 37.77% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:36,646 : INFO : EPOCH 4 - PROGRESS: at 37.90% examples, 208838 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:37,667 : INFO : EPOCH 4 - PROGRESS: at 38.02% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:38,676 : INFO : EPOCH 4 - PROGRESS: at 38.12% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:39,697 : INFO : EPOCH 4 - PROGRESS: at 38.24% examples, 208839 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:40,726 : INFO : EPOCH 4 - PROGRESS: at 38.36% examples, 208839 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:41,746 : INFO : EPOCH 4 - PROGRESS: at 38.47% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:42,769 : INFO : EPOCH 4 - PROGRESS: at 38.61% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:43,789 : INFO : EPOCH 4 - PROGRESS: at 38.73% examples, 208852 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:59:44,794 : INFO : EPOCH 4 - PROGRESS: at 38.85% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:45,814 : INFO : EPOCH 4 - PROGRESS: at 38.97% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:46,880 : INFO : EPOCH 4 - PROGRESS: at 39.08% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:47,922 : INFO : EPOCH 4 - PROGRESS: at 39.20% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:48,938 : INFO : EPOCH 4 - PROGRESS: at 39.30% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:49,999 : INFO : EPOCH 4 - PROGRESS: at 39.39% examples, 208544 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:51,040 : INFO : EPOCH 4 - PROGRESS: at 39.49% examples, 208546 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:59:52,087 : INFO : EPOCH 4 - PROGRESS: at 39.60% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:53,126 : INFO : EPOCH 4 - PROGRESS: at 39.71% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:54,133 : INFO : EPOCH 4 - PROGRESS: at 39.83% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:55,154 : INFO : EPOCH 4 - PROGRESS: at 39.94% examples, 208558 words/s, in_qsize 8, out_qsize 0
2020-07-17 00:59:56,156 : INFO : EPOCH 4 - PROGRESS: at 40.04% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:57,180 : INFO : EPOCH 4 - PROGRESS: at 40.16% examples, 208565 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:58,209 : INFO : EPOCH 4 - PROGRESS: at 40.29% examples, 208555 words/s, in_qsize 7, out_qsize 0
2020-07-17 00:59:59,216 : INFO : EPOCH 4 - PROGRESS: at 40.39% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:00,228 : INFO : EPOCH 4 - PROGRESS: at 40.50% examples, 208581 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:01,271 : INFO : EPOCH 4 - PROGRESS: at 40.61% examples, 208573 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:02,290 : INFO : EPOCH 4 - PROGRESS: at 40.72% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:03,311 : INFO : EPOCH 4 - PROGRESS: at 40.84% examples, 208574 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:04,360 : INFO : EPOCH 4 - PROGRESS: at 40.96% examples, 208584 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:05,365 : INFO : EPOCH 4 - PROGRESS: at 41.07% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:06,423 : INFO : EPOCH 4 - PROGRESS: at 41.19% examples, 208571 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:07,430 : INFO : EPOCH 4 - PROGRESS: at 41.31% examples, 208604 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:08,452 : INFO : EPOCH 4 - PROGRESS: at 41.41% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:09,455 : INFO : EPOCH 4 - PROGRESS: at 41.53% examples, 208590 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:10,457 : INFO : EPOCH 4 - PROGRESS: at 41.63% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:11,513 : INFO : EPOCH 4 - PROGRESS: at 41.76% examples, 208598 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:12,521 : INFO : EPOCH 4 - PROGRESS: at 41.89% examples, 208614 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:13,556 : INFO : EPOCH 4 - PROGRESS: at 42.01% examples, 208596 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:14,565 : INFO : EPOCH 4 - PROGRESS: at 42.13% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:15,604 : INFO : EPOCH 4 - PROGRESS: at 42.23% examples, 208611 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:16,610 : INFO : EPOCH 4 - PROGRESS: at 42.34% examples, 208608 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:17,636 : INFO : EPOCH 4 - PROGRESS: at 42.46% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:18,708 : INFO : EPOCH 4 - PROGRESS: at 42.57% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:19,714 : INFO : EPOCH 4 - PROGRESS: at 42.70% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:20,787 : INFO : EPOCH 4 - PROGRESS: at 42.82% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:21,859 : INFO : EPOCH 4 - PROGRESS: at 42.94% examples, 208598 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:22,869 : INFO : EPOCH 4 - PROGRESS: at 43.04% examples, 208616 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:23,874 : INFO : EPOCH 4 - PROGRESS: at 43.15% examples, 208580 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:24,887 : INFO : EPOCH 4 - PROGRESS: at 43.26% examples, 208601 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:25,896 : INFO : EPOCH 4 - PROGRESS: at 43.35% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:26,930 : INFO : EPOCH 4 - PROGRESS: at 43.47% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:27,950 : INFO : EPOCH 4 - PROGRESS: at 43.57% examples, 208590 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:29,012 : INFO : EPOCH 4 - PROGRESS: at 43.70% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:30,065 : INFO : EPOCH 4 - PROGRESS: at 43.83% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:31,078 : INFO : EPOCH 4 - PROGRESS: at 43.95% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:32,111 : INFO : EPOCH 4 - PROGRESS: at 44.07% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:33,157 : INFO : EPOCH 4 - PROGRESS: at 44.17% examples, 208620 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:34,185 : INFO : EPOCH 4 - PROGRESS: at 44.30% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:35,205 : INFO : EPOCH 4 - PROGRESS: at 44.43% examples, 208638 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:36,231 : INFO : EPOCH 4 - PROGRESS: at 44.53% examples, 208644 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:37,245 : INFO : EPOCH 4 - PROGRESS: at 44.63% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:38,248 : INFO : EPOCH 4 - PROGRESS: at 44.74% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:39,266 : INFO : EPOCH 4 - PROGRESS: at 44.84% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:40,268 : INFO : EPOCH 4 - PROGRESS: at 44.95% examples, 208633 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:41,277 : INFO : EPOCH 4 - PROGRESS: at 45.06% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:42,320 : INFO : EPOCH 4 - PROGRESS: at 45.19% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:43,339 : INFO : EPOCH 4 - PROGRESS: at 45.31% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:44,369 : INFO : EPOCH 4 - PROGRESS: at 45.43% examples, 208633 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:45,374 : INFO : EPOCH 4 - PROGRESS: at 45.54% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:46,394 : INFO : EPOCH 4 - PROGRESS: at 45.67% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:47,448 : INFO : EPOCH 4 - PROGRESS: at 45.79% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:48,452 : INFO : EPOCH 4 - PROGRESS: at 45.88% examples, 208646 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:49,453 : INFO : EPOCH 4 - PROGRESS: at 46.00% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:50,492 : INFO : EPOCH 4 - PROGRESS: at 46.11% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:51,524 : INFO : EPOCH 4 - PROGRESS: at 46.22% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:52,532 : INFO : EPOCH 4 - PROGRESS: at 46.34% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:53,539 : INFO : EPOCH 4 - PROGRESS: at 46.45% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:54,564 : INFO : EPOCH 4 - PROGRESS: at 46.56% examples, 208642 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:55,590 : INFO : EPOCH 4 - PROGRESS: at 46.68% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:56,603 : INFO : EPOCH 4 - PROGRESS: at 46.79% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:57,652 : INFO : EPOCH 4 - PROGRESS: at 46.90% examples, 208660 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:00:58,655 : INFO : EPOCH 4 - PROGRESS: at 47.04% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:00:59,719 : INFO : EPOCH 4 - PROGRESS: at 47.15% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:00,769 : INFO : EPOCH 4 - PROGRESS: at 47.26% examples, 208653 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:01:01,771 : INFO : EPOCH 4 - PROGRESS: at 47.38% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:02,816 : INFO : EPOCH 4 - PROGRESS: at 47.48% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:03,849 : INFO : EPOCH 4 - PROGRESS: at 47.59% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:04,856 : INFO : EPOCH 4 - PROGRESS: at 47.70% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:05,866 : INFO : EPOCH 4 - PROGRESS: at 47.81% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:06,906 : INFO : EPOCH 4 - PROGRESS: at 47.93% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:07,983 : INFO : EPOCH 4 - PROGRESS: at 48.06% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:09,038 : INFO : EPOCH 4 - PROGRESS: at 48.19% examples, 208662 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:10,060 : INFO : EPOCH 4 - PROGRESS: at 48.31% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:11,069 : INFO : EPOCH 4 - PROGRESS: at 48.41% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:12,077 : INFO : EPOCH 4 - PROGRESS: at 48.53% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:13,098 : INFO : EPOCH 4 - PROGRESS: at 48.64% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:14,099 : INFO : EPOCH 4 - PROGRESS: at 48.74% examples, 208692 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:15,142 : INFO : EPOCH 4 - PROGRESS: at 48.86% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:16,176 : INFO : EPOCH 4 - PROGRESS: at 48.95% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:17,190 : INFO : EPOCH 4 - PROGRESS: at 49.05% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:18,214 : INFO : EPOCH 4 - PROGRESS: at 49.17% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:19,244 : INFO : EPOCH 4 - PROGRESS: at 49.29% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:20,253 : INFO : EPOCH 4 - PROGRESS: at 49.40% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:21,261 : INFO : EPOCH 4 - PROGRESS: at 49.52% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:22,277 : INFO : EPOCH 4 - PROGRESS: at 49.63% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:23,279 : INFO : EPOCH 4 - PROGRESS: at 49.73% examples, 208694 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:24,281 : INFO : EPOCH 4 - PROGRESS: at 49.84% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:25,348 : INFO : EPOCH 4 - PROGRESS: at 49.96% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:26,352 : INFO : EPOCH 4 - PROGRESS: at 50.06% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:27,392 : INFO : EPOCH 4 - PROGRESS: at 50.18% examples, 208697 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:28,403 : INFO : EPOCH 4 - PROGRESS: at 50.30% examples, 208693 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:01:29,424 : INFO : EPOCH 4 - PROGRESS: at 50.41% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:30,433 : INFO : EPOCH 4 - PROGRESS: at 50.51% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:31,449 : INFO : EPOCH 4 - PROGRESS: at 50.62% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:32,495 : INFO : EPOCH 4 - PROGRESS: at 50.72% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:33,507 : INFO : EPOCH 4 - PROGRESS: at 50.83% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:34,555 : INFO : EPOCH 4 - PROGRESS: at 50.94% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:35,582 : INFO : EPOCH 4 - PROGRESS: at 51.06% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:36,601 : INFO : EPOCH 4 - PROGRESS: at 51.17% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:37,641 : INFO : EPOCH 4 - PROGRESS: at 51.26% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:38,664 : INFO : EPOCH 4 - PROGRESS: at 51.38% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:39,666 : INFO : EPOCH 4 - PROGRESS: at 51.49% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:40,698 : INFO : EPOCH 4 - PROGRESS: at 51.59% examples, 208716 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:41,764 : INFO : EPOCH 4 - PROGRESS: at 51.71% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:42,784 : INFO : EPOCH 4 - PROGRESS: at 51.81% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:43,843 : INFO : EPOCH 4 - PROGRESS: at 51.92% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:44,859 : INFO : EPOCH 4 - PROGRESS: at 52.04% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:45,912 : INFO : EPOCH 4 - PROGRESS: at 52.16% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:46,916 : INFO : EPOCH 4 - PROGRESS: at 52.28% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:47,946 : INFO : EPOCH 4 - PROGRESS: at 52.40% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:49,009 : INFO : EPOCH 4 - PROGRESS: at 52.54% examples, 208705 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:01:50,018 : INFO : EPOCH 4 - PROGRESS: at 52.66% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:51,071 : INFO : EPOCH 4 - PROGRESS: at 52.78% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:52,099 : INFO : EPOCH 4 - PROGRESS: at 52.90% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:53,105 : INFO : EPOCH 4 - PROGRESS: at 53.01% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:54,146 : INFO : EPOCH 4 - PROGRESS: at 53.12% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:55,149 : INFO : EPOCH 4 - PROGRESS: at 53.23% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:56,169 : INFO : EPOCH 4 - PROGRESS: at 53.34% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:57,179 : INFO : EPOCH 4 - PROGRESS: at 53.47% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:58,225 : INFO : EPOCH 4 - PROGRESS: at 53.59% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:01:59,227 : INFO : EPOCH 4 - PROGRESS: at 53.71% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:00,308 : INFO : EPOCH 4 - PROGRESS: at 53.83% examples, 208722 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:01,372 : INFO : EPOCH 4 - PROGRESS: at 53.95% examples, 208732 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:02,385 : INFO : EPOCH 4 - PROGRESS: at 54.06% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:03,402 : INFO : EPOCH 4 - PROGRESS: at 54.17% examples, 208754 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:02:04,410 : INFO : EPOCH 4 - PROGRESS: at 54.29% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:05,447 : INFO : EPOCH 4 - PROGRESS: at 54.41% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:06,464 : INFO : EPOCH 4 - PROGRESS: at 54.52% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:07,478 : INFO : EPOCH 4 - PROGRESS: at 54.63% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:08,491 : INFO : EPOCH 4 - PROGRESS: at 54.75% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:09,503 : INFO : EPOCH 4 - PROGRESS: at 54.86% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:10,520 : INFO : EPOCH 4 - PROGRESS: at 54.96% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:11,540 : INFO : EPOCH 4 - PROGRESS: at 55.07% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:12,573 : INFO : EPOCH 4 - PROGRESS: at 55.18% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:13,592 : INFO : EPOCH 4 - PROGRESS: at 55.29% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:14,597 : INFO : EPOCH 4 - PROGRESS: at 55.39% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:15,623 : INFO : EPOCH 4 - PROGRESS: at 55.50% examples, 208751 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:16,643 : INFO : EPOCH 4 - PROGRESS: at 55.61% examples, 208752 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:17,649 : INFO : EPOCH 4 - PROGRESS: at 55.73% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:18,666 : INFO : EPOCH 4 - PROGRESS: at 55.83% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:19,723 : INFO : EPOCH 4 - PROGRESS: at 55.96% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:20,734 : INFO : EPOCH 4 - PROGRESS: at 56.09% examples, 208767 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:21,752 : INFO : EPOCH 4 - PROGRESS: at 56.19% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:22,771 : INFO : EPOCH 4 - PROGRESS: at 56.30% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:23,805 : INFO : EPOCH 4 - PROGRESS: at 56.41% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:24,843 : INFO : EPOCH 4 - PROGRESS: at 56.53% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:25,862 : INFO : EPOCH 4 - PROGRESS: at 56.64% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:26,888 : INFO : EPOCH 4 - PROGRESS: at 56.76% examples, 208752 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:27,893 : INFO : EPOCH 4 - PROGRESS: at 56.87% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:28,958 : INFO : EPOCH 4 - PROGRESS: at 56.98% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:29,959 : INFO : EPOCH 4 - PROGRESS: at 57.13% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:30,972 : INFO : EPOCH 4 - PROGRESS: at 57.22% examples, 208758 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:02:32,011 : INFO : EPOCH 4 - PROGRESS: at 57.34% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:33,031 : INFO : EPOCH 4 - PROGRESS: at 57.45% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:34,046 : INFO : EPOCH 4 - PROGRESS: at 57.54% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:35,069 : INFO : EPOCH 4 - PROGRESS: at 57.67% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:36,071 : INFO : EPOCH 4 - PROGRESS: at 57.76% examples, 208751 words/s, in_qsize 5, out_qsize 2
2020-07-17 01:02:37,095 : INFO : EPOCH 4 - PROGRESS: at 57.88% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:38,137 : INFO : EPOCH 4 - PROGRESS: at 57.98% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:39,141 : INFO : EPOCH 4 - PROGRESS: at 58.09% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:40,146 : INFO : EPOCH 4 - PROGRESS: at 58.21% examples, 208779 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:41,172 : INFO : EPOCH 4 - PROGRESS: at 58.33% examples, 208761 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:02:42,244 : INFO : EPOCH 4 - PROGRESS: at 58.47% examples, 208768 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:43,279 : INFO : EPOCH 4 - PROGRESS: at 58.59% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:44,338 : INFO : EPOCH 4 - PROGRESS: at 58.70% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:45,354 : INFO : EPOCH 4 - PROGRESS: at 58.80% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:46,423 : INFO : EPOCH 4 - PROGRESS: at 58.93% examples, 208768 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:47,469 : INFO : EPOCH 4 - PROGRESS: at 59.04% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:48,572 : INFO : EPOCH 4 - PROGRESS: at 59.15% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:49,625 : INFO : EPOCH 4 - PROGRESS: at 59.27% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:50,646 : INFO : EPOCH 4 - PROGRESS: at 59.39% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:51,654 : INFO : EPOCH 4 - PROGRESS: at 59.49% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:52,665 : INFO : EPOCH 4 - PROGRESS: at 59.62% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:53,685 : INFO : EPOCH 4 - PROGRESS: at 59.74% examples, 208788 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:54,716 : INFO : EPOCH 4 - PROGRESS: at 59.85% examples, 208775 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:02:55,717 : INFO : EPOCH 4 - PROGRESS: at 59.97% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:56,743 : INFO : EPOCH 4 - PROGRESS: at 60.08% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:57,744 : INFO : EPOCH 4 - PROGRESS: at 60.20% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:58,773 : INFO : EPOCH 4 - PROGRESS: at 60.30% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:02:59,827 : INFO : EPOCH 4 - PROGRESS: at 60.42% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:00,878 : INFO : EPOCH 4 - PROGRESS: at 60.54% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:01,881 : INFO : EPOCH 4 - PROGRESS: at 60.68% examples, 208779 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:02,885 : INFO : EPOCH 4 - PROGRESS: at 60.78% examples, 208779 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:03,887 : INFO : EPOCH 4 - PROGRESS: at 60.92% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:04,896 : INFO : EPOCH 4 - PROGRESS: at 61.04% examples, 208786 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:05,949 : INFO : EPOCH 4 - PROGRESS: at 61.16% examples, 208776 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:03:06,957 : INFO : EPOCH 4 - PROGRESS: at 61.27% examples, 208786 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:07,963 : INFO : EPOCH 4 - PROGRESS: at 61.38% examples, 208786 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:08,988 : INFO : EPOCH 4 - PROGRESS: at 61.49% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:10,013 : INFO : EPOCH 4 - PROGRESS: at 61.60% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:11,069 : INFO : EPOCH 4 - PROGRESS: at 61.73% examples, 208771 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:12,097 : INFO : EPOCH 4 - PROGRESS: at 61.88% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:13,100 : INFO : EPOCH 4 - PROGRESS: at 61.99% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:14,147 : INFO : EPOCH 4 - PROGRESS: at 62.12% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:15,150 : INFO : EPOCH 4 - PROGRESS: at 62.23% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:16,163 : INFO : EPOCH 4 - PROGRESS: at 62.34% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:17,166 : INFO : EPOCH 4 - PROGRESS: at 62.46% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:18,176 : INFO : EPOCH 4 - PROGRESS: at 62.58% examples, 208796 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:19,211 : INFO : EPOCH 4 - PROGRESS: at 62.70% examples, 208788 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:20,228 : INFO : EPOCH 4 - PROGRESS: at 62.83% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:21,229 : INFO : EPOCH 4 - PROGRESS: at 62.95% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:22,234 : INFO : EPOCH 4 - PROGRESS: at 63.06% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:23,239 : INFO : EPOCH 4 - PROGRESS: at 63.17% examples, 208788 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:03:24,281 : INFO : EPOCH 4 - PROGRESS: at 63.28% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:25,293 : INFO : EPOCH 4 - PROGRESS: at 63.39% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:26,354 : INFO : EPOCH 4 - PROGRESS: at 63.50% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:27,378 : INFO : EPOCH 4 - PROGRESS: at 63.62% examples, 208805 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:03:28,388 : INFO : EPOCH 4 - PROGRESS: at 63.72% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:29,390 : INFO : EPOCH 4 - PROGRESS: at 63.83% examples, 208798 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:30,403 : INFO : EPOCH 4 - PROGRESS: at 63.94% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:31,411 : INFO : EPOCH 4 - PROGRESS: at 64.04% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:32,413 : INFO : EPOCH 4 - PROGRESS: at 64.16% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:33,434 : INFO : EPOCH 4 - PROGRESS: at 64.25% examples, 208802 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:34,435 : INFO : EPOCH 4 - PROGRESS: at 64.37% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:35,482 : INFO : EPOCH 4 - PROGRESS: at 64.48% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:36,496 : INFO : EPOCH 4 - PROGRESS: at 64.58% examples, 208802 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:37,531 : INFO : EPOCH 4 - PROGRESS: at 64.70% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:38,566 : INFO : EPOCH 4 - PROGRESS: at 64.82% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:39,572 : INFO : EPOCH 4 - PROGRESS: at 64.93% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:40,603 : INFO : EPOCH 4 - PROGRESS: at 65.05% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:41,613 : INFO : EPOCH 4 - PROGRESS: at 65.17% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:42,640 : INFO : EPOCH 4 - PROGRESS: at 65.29% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:43,644 : INFO : EPOCH 4 - PROGRESS: at 65.42% examples, 208810 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:44,674 : INFO : EPOCH 4 - PROGRESS: at 65.52% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:45,679 : INFO : EPOCH 4 - PROGRESS: at 65.63% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:46,702 : INFO : EPOCH 4 - PROGRESS: at 65.75% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:47,724 : INFO : EPOCH 4 - PROGRESS: at 65.87% examples, 208805 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:48,759 : INFO : EPOCH 4 - PROGRESS: at 65.98% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:49,842 : INFO : EPOCH 4 - PROGRESS: at 66.09% examples, 208796 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:50,868 : INFO : EPOCH 4 - PROGRESS: at 66.21% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:51,920 : INFO : EPOCH 4 - PROGRESS: at 66.33% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:53,007 : INFO : EPOCH 4 - PROGRESS: at 66.47% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:54,011 : INFO : EPOCH 4 - PROGRESS: at 66.59% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:55,073 : INFO : EPOCH 4 - PROGRESS: at 66.69% examples, 208805 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:56,138 : INFO : EPOCH 4 - PROGRESS: at 66.80% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:57,210 : INFO : EPOCH 4 - PROGRESS: at 66.93% examples, 208810 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:58,242 : INFO : EPOCH 4 - PROGRESS: at 67.05% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:03:59,256 : INFO : EPOCH 4 - PROGRESS: at 67.16% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:00,262 : INFO : EPOCH 4 - PROGRESS: at 67.30% examples, 208821 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:01,301 : INFO : EPOCH 4 - PROGRESS: at 67.41% examples, 208805 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:02,309 : INFO : EPOCH 4 - PROGRESS: at 67.53% examples, 208815 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:03,337 : INFO : EPOCH 4 - PROGRESS: at 67.64% examples, 208821 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:04,400 : INFO : EPOCH 4 - PROGRESS: at 67.76% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:05,410 : INFO : EPOCH 4 - PROGRESS: at 67.86% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:06,451 : INFO : EPOCH 4 - PROGRESS: at 67.98% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:07,472 : INFO : EPOCH 4 - PROGRESS: at 68.09% examples, 208817 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:08,486 : INFO : EPOCH 4 - PROGRESS: at 68.23% examples, 208831 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:09,523 : INFO : EPOCH 4 - PROGRESS: at 68.35% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:10,529 : INFO : EPOCH 4 - PROGRESS: at 68.45% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:11,609 : INFO : EPOCH 4 - PROGRESS: at 68.56% examples, 208815 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:12,617 : INFO : EPOCH 4 - PROGRESS: at 68.69% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:13,637 : INFO : EPOCH 4 - PROGRESS: at 68.81% examples, 208826 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:14,663 : INFO : EPOCH 4 - PROGRESS: at 68.91% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:15,684 : INFO : EPOCH 4 - PROGRESS: at 69.00% examples, 208817 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:16,704 : INFO : EPOCH 4 - PROGRESS: at 69.11% examples, 208805 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:17,740 : INFO : EPOCH 4 - PROGRESS: at 69.21% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:18,750 : INFO : EPOCH 4 - PROGRESS: at 69.32% examples, 208779 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:19,790 : INFO : EPOCH 4 - PROGRESS: at 69.43% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:20,797 : INFO : EPOCH 4 - PROGRESS: at 69.54% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:21,844 : INFO : EPOCH 4 - PROGRESS: at 69.65% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:22,855 : INFO : EPOCH 4 - PROGRESS: at 69.77% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:23,879 : INFO : EPOCH 4 - PROGRESS: at 69.87% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:24,886 : INFO : EPOCH 4 - PROGRESS: at 70.00% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:25,928 : INFO : EPOCH 4 - PROGRESS: at 70.11% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:26,980 : INFO : EPOCH 4 - PROGRESS: at 70.23% examples, 208676 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:28,000 : INFO : EPOCH 4 - PROGRESS: at 70.34% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:29,037 : INFO : EPOCH 4 - PROGRESS: at 70.45% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:30,039 : INFO : EPOCH 4 - PROGRESS: at 70.57% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:31,084 : INFO : EPOCH 4 - PROGRESS: at 70.69% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:32,086 : INFO : EPOCH 4 - PROGRESS: at 70.81% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:33,151 : INFO : EPOCH 4 - PROGRESS: at 70.92% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:34,217 : INFO : EPOCH 4 - PROGRESS: at 71.05% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:35,299 : INFO : EPOCH 4 - PROGRESS: at 71.17% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:36,342 : INFO : EPOCH 4 - PROGRESS: at 71.29% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:37,358 : INFO : EPOCH 4 - PROGRESS: at 71.37% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:38,432 : INFO : EPOCH 4 - PROGRESS: at 71.50% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:39,439 : INFO : EPOCH 4 - PROGRESS: at 71.62% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:40,441 : INFO : EPOCH 4 - PROGRESS: at 71.73% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:41,486 : INFO : EPOCH 4 - PROGRESS: at 71.85% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:42,499 : INFO : EPOCH 4 - PROGRESS: at 71.96% examples, 208685 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:04:43,526 : INFO : EPOCH 4 - PROGRESS: at 72.09% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:44,563 : INFO : EPOCH 4 - PROGRESS: at 72.19% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:45,621 : INFO : EPOCH 4 - PROGRESS: at 72.33% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:46,635 : INFO : EPOCH 4 - PROGRESS: at 72.44% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:47,635 : INFO : EPOCH 4 - PROGRESS: at 72.54% examples, 208697 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:48,642 : INFO : EPOCH 4 - PROGRESS: at 72.65% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:49,656 : INFO : EPOCH 4 - PROGRESS: at 72.78% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:50,747 : INFO : EPOCH 4 - PROGRESS: at 72.91% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:51,751 : INFO : EPOCH 4 - PROGRESS: at 73.04% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:52,789 : INFO : EPOCH 4 - PROGRESS: at 73.16% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:53,792 : INFO : EPOCH 4 - PROGRESS: at 73.26% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:54,844 : INFO : EPOCH 4 - PROGRESS: at 73.40% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:55,844 : INFO : EPOCH 4 - PROGRESS: at 73.52% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:56,869 : INFO : EPOCH 4 - PROGRESS: at 73.64% examples, 208697 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:57,875 : INFO : EPOCH 4 - PROGRESS: at 73.73% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:58,884 : INFO : EPOCH 4 - PROGRESS: at 73.84% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:04:59,901 : INFO : EPOCH 4 - PROGRESS: at 73.96% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:00,936 : INFO : EPOCH 4 - PROGRESS: at 74.07% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:01,996 : INFO : EPOCH 4 - PROGRESS: at 74.18% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:03,053 : INFO : EPOCH 4 - PROGRESS: at 74.29% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:04,064 : INFO : EPOCH 4 - PROGRESS: at 74.42% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:05,080 : INFO : EPOCH 4 - PROGRESS: at 74.53% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:06,088 : INFO : EPOCH 4 - PROGRESS: at 74.65% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:07,132 : INFO : EPOCH 4 - PROGRESS: at 74.77% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:08,206 : INFO : EPOCH 4 - PROGRESS: at 74.89% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:09,212 : INFO : EPOCH 4 - PROGRESS: at 75.01% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:10,260 : INFO : EPOCH 4 - PROGRESS: at 75.13% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:11,282 : INFO : EPOCH 4 - PROGRESS: at 75.23% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:12,352 : INFO : EPOCH 4 - PROGRESS: at 75.35% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:13,375 : INFO : EPOCH 4 - PROGRESS: at 75.47% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:14,375 : INFO : EPOCH 4 - PROGRESS: at 75.58% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:15,394 : INFO : EPOCH 4 - PROGRESS: at 75.71% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:16,406 : INFO : EPOCH 4 - PROGRESS: at 75.82% examples, 208722 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:05:17,499 : INFO : EPOCH 4 - PROGRESS: at 75.94% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:18,539 : INFO : EPOCH 4 - PROGRESS: at 76.06% examples, 208720 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:05:19,558 : INFO : EPOCH 4 - PROGRESS: at 76.18% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:20,649 : INFO : EPOCH 4 - PROGRESS: at 76.29% examples, 208712 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:21,663 : INFO : EPOCH 4 - PROGRESS: at 76.44% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:22,713 : INFO : EPOCH 4 - PROGRESS: at 76.54% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:23,735 : INFO : EPOCH 4 - PROGRESS: at 76.65% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:24,777 : INFO : EPOCH 4 - PROGRESS: at 76.76% examples, 208716 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:25,812 : INFO : EPOCH 4 - PROGRESS: at 76.88% examples, 208723 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:26,826 : INFO : EPOCH 4 - PROGRESS: at 77.00% examples, 208732 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:27,834 : INFO : EPOCH 4 - PROGRESS: at 77.09% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:28,870 : INFO : EPOCH 4 - PROGRESS: at 77.21% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:29,921 : INFO : EPOCH 4 - PROGRESS: at 77.32% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:30,937 : INFO : EPOCH 4 - PROGRESS: at 77.44% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:31,945 : INFO : EPOCH 4 - PROGRESS: at 77.55% examples, 208732 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:32,963 : INFO : EPOCH 4 - PROGRESS: at 77.66% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:33,977 : INFO : EPOCH 4 - PROGRESS: at 77.76% examples, 208734 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:35,020 : INFO : EPOCH 4 - PROGRESS: at 77.88% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:36,035 : INFO : EPOCH 4 - PROGRESS: at 77.99% examples, 208736 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:37,070 : INFO : EPOCH 4 - PROGRESS: at 78.12% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:38,093 : INFO : EPOCH 4 - PROGRESS: at 78.24% examples, 208732 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:39,112 : INFO : EPOCH 4 - PROGRESS: at 78.36% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:40,159 : INFO : EPOCH 4 - PROGRESS: at 78.48% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:41,173 : INFO : EPOCH 4 - PROGRESS: at 78.61% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:42,188 : INFO : EPOCH 4 - PROGRESS: at 78.72% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:43,229 : INFO : EPOCH 4 - PROGRESS: at 78.85% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:44,236 : INFO : EPOCH 4 - PROGRESS: at 78.96% examples, 208738 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:05:45,245 : INFO : EPOCH 4 - PROGRESS: at 79.09% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:46,260 : INFO : EPOCH 4 - PROGRESS: at 79.21% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:47,271 : INFO : EPOCH 4 - PROGRESS: at 79.33% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:48,298 : INFO : EPOCH 4 - PROGRESS: at 79.44% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:49,311 : INFO : EPOCH 4 - PROGRESS: at 79.56% examples, 208749 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:05:50,315 : INFO : EPOCH 4 - PROGRESS: at 79.66% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:51,319 : INFO : EPOCH 4 - PROGRESS: at 79.78% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:52,322 : INFO : EPOCH 4 - PROGRESS: at 79.89% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:53,347 : INFO : EPOCH 4 - PROGRESS: at 80.01% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:54,367 : INFO : EPOCH 4 - PROGRESS: at 80.14% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:55,370 : INFO : EPOCH 4 - PROGRESS: at 80.24% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:56,375 : INFO : EPOCH 4 - PROGRESS: at 80.32% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:57,388 : INFO : EPOCH 4 - PROGRESS: at 80.44% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:58,397 : INFO : EPOCH 4 - PROGRESS: at 80.54% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:05:59,413 : INFO : EPOCH 4 - PROGRESS: at 80.67% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:00,445 : INFO : EPOCH 4 - PROGRESS: at 80.78% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:01,454 : INFO : EPOCH 4 - PROGRESS: at 80.90% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:02,508 : INFO : EPOCH 4 - PROGRESS: at 81.01% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:03,531 : INFO : EPOCH 4 - PROGRESS: at 81.12% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:04,553 : INFO : EPOCH 4 - PROGRESS: at 81.23% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:05,565 : INFO : EPOCH 4 - PROGRESS: at 81.36% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:06,573 : INFO : EPOCH 4 - PROGRESS: at 81.48% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:07,595 : INFO : EPOCH 4 - PROGRESS: at 81.58% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:08,613 : INFO : EPOCH 4 - PROGRESS: at 81.68% examples, 208758 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:06:09,617 : INFO : EPOCH 4 - PROGRESS: at 81.78% examples, 208752 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:10,695 : INFO : EPOCH 4 - PROGRESS: at 81.90% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:11,763 : INFO : EPOCH 4 - PROGRESS: at 82.05% examples, 208752 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:12,782 : INFO : EPOCH 4 - PROGRESS: at 82.17% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:13,834 : INFO : EPOCH 4 - PROGRESS: at 82.29% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:14,839 : INFO : EPOCH 4 - PROGRESS: at 82.41% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:15,862 : INFO : EPOCH 4 - PROGRESS: at 82.52% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:16,909 : INFO : EPOCH 4 - PROGRESS: at 82.67% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:17,937 : INFO : EPOCH 4 - PROGRESS: at 82.78% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:18,957 : INFO : EPOCH 4 - PROGRESS: at 82.90% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:19,965 : INFO : EPOCH 4 - PROGRESS: at 82.99% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:21,018 : INFO : EPOCH 4 - PROGRESS: at 83.10% examples, 208762 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:06:22,042 : INFO : EPOCH 4 - PROGRESS: at 83.22% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:23,126 : INFO : EPOCH 4 - PROGRESS: at 83.33% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:24,138 : INFO : EPOCH 4 - PROGRESS: at 83.44% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:25,139 : INFO : EPOCH 4 - PROGRESS: at 83.55% examples, 208767 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:26,194 : INFO : EPOCH 4 - PROGRESS: at 83.68% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:27,245 : INFO : EPOCH 4 - PROGRESS: at 83.81% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:28,282 : INFO : EPOCH 4 - PROGRESS: at 83.92% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:29,310 : INFO : EPOCH 4 - PROGRESS: at 84.03% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:30,393 : INFO : EPOCH 4 - PROGRESS: at 84.14% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:31,396 : INFO : EPOCH 4 - PROGRESS: at 84.23% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:32,400 : INFO : EPOCH 4 - PROGRESS: at 84.37% examples, 208768 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:06:33,436 : INFO : EPOCH 4 - PROGRESS: at 84.48% examples, 208767 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:06:34,441 : INFO : EPOCH 4 - PROGRESS: at 84.59% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:35,457 : INFO : EPOCH 4 - PROGRESS: at 84.70% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:36,501 : INFO : EPOCH 4 - PROGRESS: at 84.83% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:37,519 : INFO : EPOCH 4 - PROGRESS: at 84.92% examples, 208768 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:38,548 : INFO : EPOCH 4 - PROGRESS: at 85.03% examples, 208768 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:39,616 : INFO : EPOCH 4 - PROGRESS: at 85.15% examples, 208768 words/s, in_qsize 7, out_qsize 1
2020-07-17 01:06:40,619 : INFO : EPOCH 4 - PROGRESS: at 85.26% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:41,634 : INFO : EPOCH 4 - PROGRESS: at 85.38% examples, 208774 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:42,637 : INFO : EPOCH 4 - PROGRESS: at 85.50% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:43,675 : INFO : EPOCH 4 - PROGRESS: at 85.62% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:44,691 : INFO : EPOCH 4 - PROGRESS: at 85.74% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:45,697 : INFO : EPOCH 4 - PROGRESS: at 85.86% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:46,709 : INFO : EPOCH 4 - PROGRESS: at 85.99% examples, 208776 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:06:47,714 : INFO : EPOCH 4 - PROGRESS: at 86.10% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:48,746 : INFO : EPOCH 4 - PROGRESS: at 86.21% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:49,756 : INFO : EPOCH 4 - PROGRESS: at 86.31% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:50,796 : INFO : EPOCH 4 - PROGRESS: at 86.41% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:51,800 : INFO : EPOCH 4 - PROGRESS: at 86.52% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:52,820 : INFO : EPOCH 4 - PROGRESS: at 86.62% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:53,867 : INFO : EPOCH 4 - PROGRESS: at 86.75% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:54,905 : INFO : EPOCH 4 - PROGRESS: at 86.86% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:55,938 : INFO : EPOCH 4 - PROGRESS: at 86.96% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:56,984 : INFO : EPOCH 4 - PROGRESS: at 87.08% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:58,012 : INFO : EPOCH 4 - PROGRESS: at 87.19% examples, 208779 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:06:59,016 : INFO : EPOCH 4 - PROGRESS: at 87.30% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:00,016 : INFO : EPOCH 4 - PROGRESS: at 87.42% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:01,036 : INFO : EPOCH 4 - PROGRESS: at 87.55% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:02,054 : INFO : EPOCH 4 - PROGRESS: at 87.65% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:03,056 : INFO : EPOCH 4 - PROGRESS: at 87.74% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:04,072 : INFO : EPOCH 4 - PROGRESS: at 87.85% examples, 208788 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:07:05,133 : INFO : EPOCH 4 - PROGRESS: at 87.96% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:06,144 : INFO : EPOCH 4 - PROGRESS: at 88.09% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:07,159 : INFO : EPOCH 4 - PROGRESS: at 88.22% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:08,171 : INFO : EPOCH 4 - PROGRESS: at 88.33% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:09,258 : INFO : EPOCH 4 - PROGRESS: at 88.45% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:10,262 : INFO : EPOCH 4 - PROGRESS: at 88.57% examples, 208805 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:11,293 : INFO : EPOCH 4 - PROGRESS: at 88.69% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:12,306 : INFO : EPOCH 4 - PROGRESS: at 88.79% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:13,335 : INFO : EPOCH 4 - PROGRESS: at 88.91% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:14,339 : INFO : EPOCH 4 - PROGRESS: at 89.03% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:15,354 : INFO : EPOCH 4 - PROGRESS: at 89.14% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:16,354 : INFO : EPOCH 4 - PROGRESS: at 89.24% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:17,372 : INFO : EPOCH 4 - PROGRESS: at 89.34% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:18,446 : INFO : EPOCH 4 - PROGRESS: at 89.49% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:19,489 : INFO : EPOCH 4 - PROGRESS: at 89.58% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:20,520 : INFO : EPOCH 4 - PROGRESS: at 89.68% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:21,567 : INFO : EPOCH 4 - PROGRESS: at 89.79% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:22,589 : INFO : EPOCH 4 - PROGRESS: at 89.90% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:23,709 : INFO : EPOCH 4 - PROGRESS: at 90.02% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:24,719 : INFO : EPOCH 4 - PROGRESS: at 90.13% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:25,731 : INFO : EPOCH 4 - PROGRESS: at 90.26% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:26,776 : INFO : EPOCH 4 - PROGRESS: at 90.37% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:27,786 : INFO : EPOCH 4 - PROGRESS: at 90.48% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:28,791 : INFO : EPOCH 4 - PROGRESS: at 90.60% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:29,814 : INFO : EPOCH 4 - PROGRESS: at 90.73% examples, 208796 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:30,876 : INFO : EPOCH 4 - PROGRESS: at 90.84% examples, 208798 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:31,886 : INFO : EPOCH 4 - PROGRESS: at 90.96% examples, 208810 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:32,951 : INFO : EPOCH 4 - PROGRESS: at 91.05% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:33,965 : INFO : EPOCH 4 - PROGRESS: at 91.16% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:34,998 : INFO : EPOCH 4 - PROGRESS: at 91.29% examples, 208805 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:35,999 : INFO : EPOCH 4 - PROGRESS: at 91.40% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:37,050 : INFO : EPOCH 4 - PROGRESS: at 91.49% examples, 208805 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:38,058 : INFO : EPOCH 4 - PROGRESS: at 91.62% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:39,066 : INFO : EPOCH 4 - PROGRESS: at 91.73% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:40,090 : INFO : EPOCH 4 - PROGRESS: at 91.83% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:41,092 : INFO : EPOCH 4 - PROGRESS: at 91.95% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:42,097 : INFO : EPOCH 4 - PROGRESS: at 92.06% examples, 208814 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:43,153 : INFO : EPOCH 4 - PROGRESS: at 92.19% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:44,161 : INFO : EPOCH 4 - PROGRESS: at 92.31% examples, 208816 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:45,165 : INFO : EPOCH 4 - PROGRESS: at 92.41% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:46,207 : INFO : EPOCH 4 - PROGRESS: at 92.53% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:47,233 : INFO : EPOCH 4 - PROGRESS: at 92.64% examples, 208818 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:48,241 : INFO : EPOCH 4 - PROGRESS: at 92.76% examples, 208823 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:49,290 : INFO : EPOCH 4 - PROGRESS: at 92.85% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:50,325 : INFO : EPOCH 4 - PROGRESS: at 92.96% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:51,401 : INFO : EPOCH 4 - PROGRESS: at 93.08% examples, 208818 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:52,403 : INFO : EPOCH 4 - PROGRESS: at 93.20% examples, 208821 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:53,464 : INFO : EPOCH 4 - PROGRESS: at 93.30% examples, 208815 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:54,469 : INFO : EPOCH 4 - PROGRESS: at 93.43% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:55,479 : INFO : EPOCH 4 - PROGRESS: at 93.55% examples, 208821 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:56,489 : INFO : EPOCH 4 - PROGRESS: at 93.65% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:57,544 : INFO : EPOCH 4 - PROGRESS: at 93.76% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:58,596 : INFO : EPOCH 4 - PROGRESS: at 93.88% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:07:59,615 : INFO : EPOCH 4 - PROGRESS: at 93.99% examples, 208822 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:00,644 : INFO : EPOCH 4 - PROGRESS: at 94.14% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:01,649 : INFO : EPOCH 4 - PROGRESS: at 94.25% examples, 208822 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:02,680 : INFO : EPOCH 4 - PROGRESS: at 94.37% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:03,694 : INFO : EPOCH 4 - PROGRESS: at 94.49% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:04,701 : INFO : EPOCH 4 - PROGRESS: at 94.60% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:05,704 : INFO : EPOCH 4 - PROGRESS: at 94.70% examples, 208823 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:06,743 : INFO : EPOCH 4 - PROGRESS: at 94.82% examples, 208831 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:07,745 : INFO : EPOCH 4 - PROGRESS: at 94.92% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:08,754 : INFO : EPOCH 4 - PROGRESS: at 95.02% examples, 208831 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:09,820 : INFO : EPOCH 4 - PROGRESS: at 95.14% examples, 208826 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:10,823 : INFO : EPOCH 4 - PROGRESS: at 95.23% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:11,872 : INFO : EPOCH 4 - PROGRESS: at 95.34% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:12,886 : INFO : EPOCH 4 - PROGRESS: at 95.47% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:13,975 : INFO : EPOCH 4 - PROGRESS: at 95.59% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:15,007 : INFO : EPOCH 4 - PROGRESS: at 95.71% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:16,021 : INFO : EPOCH 4 - PROGRESS: at 95.83% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:17,053 : INFO : EPOCH 4 - PROGRESS: at 95.94% examples, 208830 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:08:18,103 : INFO : EPOCH 4 - PROGRESS: at 96.06% examples, 208831 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:19,175 : INFO : EPOCH 4 - PROGRESS: at 96.18% examples, 208831 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:20,207 : INFO : EPOCH 4 - PROGRESS: at 96.29% examples, 208826 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:21,224 : INFO : EPOCH 4 - PROGRESS: at 96.42% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:22,236 : INFO : EPOCH 4 - PROGRESS: at 96.54% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:23,256 : INFO : EPOCH 4 - PROGRESS: at 96.66% examples, 208839 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:24,256 : INFO : EPOCH 4 - PROGRESS: at 96.76% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:25,277 : INFO : EPOCH 4 - PROGRESS: at 96.88% examples, 208838 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:26,283 : INFO : EPOCH 4 - PROGRESS: at 96.99% examples, 208834 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:27,314 : INFO : EPOCH 4 - PROGRESS: at 97.10% examples, 208838 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:08:28,317 : INFO : EPOCH 4 - PROGRESS: at 97.21% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:29,319 : INFO : EPOCH 4 - PROGRESS: at 97.32% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:30,356 : INFO : EPOCH 4 - PROGRESS: at 97.44% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:31,380 : INFO : EPOCH 4 - PROGRESS: at 97.57% examples, 208837 words/s, in_qsize 7, out_qsize 1
2020-07-17 01:08:32,388 : INFO : EPOCH 4 - PROGRESS: at 97.69% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:33,394 : INFO : EPOCH 4 - PROGRESS: at 97.80% examples, 208847 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:34,400 : INFO : EPOCH 4 - PROGRESS: at 97.91% examples, 208847 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:08:35,407 : INFO : EPOCH 4 - PROGRESS: at 98.02% examples, 208852 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:36,462 : INFO : EPOCH 4 - PROGRESS: at 98.15% examples, 208844 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:37,463 : INFO : EPOCH 4 - PROGRESS: at 98.25% examples, 208851 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:38,476 : INFO : EPOCH 4 - PROGRESS: at 98.35% examples, 208857 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:39,504 : INFO : EPOCH 4 - PROGRESS: at 98.46% examples, 208853 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:40,519 : INFO : EPOCH 4 - PROGRESS: at 98.58% examples, 208851 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:41,537 : INFO : EPOCH 4 - PROGRESS: at 98.70% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:42,541 : INFO : EPOCH 4 - PROGRESS: at 98.80% examples, 208852 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:43,553 : INFO : EPOCH 4 - PROGRESS: at 98.91% examples, 208853 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:44,582 : INFO : EPOCH 4 - PROGRESS: at 99.01% examples, 208850 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:45,583 : INFO : EPOCH 4 - PROGRESS: at 99.13% examples, 208844 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:46,604 : INFO : EPOCH 4 - PROGRESS: at 99.23% examples, 208844 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:47,606 : INFO : EPOCH 4 - PROGRESS: at 99.34% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:48,618 : INFO : EPOCH 4 - PROGRESS: at 99.45% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:49,640 : INFO : EPOCH 4 - PROGRESS: at 99.54% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:50,661 : INFO : EPOCH 4 - PROGRESS: at 99.63% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:51,696 : INFO : EPOCH 4 - PROGRESS: at 99.72% examples, 208732 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:52,722 : INFO : EPOCH 4 - PROGRESS: at 99.83% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:53,725 : INFO : EPOCH 4 - PROGRESS: at 99.95% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:54,129 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 01:08:54,169 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 01:08:54,181 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 01:08:54,209 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 01:08:54,210 : INFO : EPOCH - 4 : training on 248038538 raw words (187743558 effective words) took 899.4s, 208747 effective words/s
2020-07-17 01:08:55,254 : INFO : EPOCH 5 - PROGRESS: at 0.11% examples, 195187 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:56,261 : INFO : EPOCH 5 - PROGRESS: at 0.22% examples, 199703 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:57,269 : INFO : EPOCH 5 - PROGRESS: at 0.33% examples, 204099 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:58,316 : INFO : EPOCH 5 - PROGRESS: at 0.43% examples, 204480 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:08:59,328 : INFO : EPOCH 5 - PROGRESS: at 0.55% examples, 206232 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:00,394 : INFO : EPOCH 5 - PROGRESS: at 0.65% examples, 205754 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:09:01,408 : INFO : EPOCH 5 - PROGRESS: at 0.75% examples, 206401 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:02,418 : INFO : EPOCH 5 - PROGRESS: at 0.86% examples, 207190 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:03,442 : INFO : EPOCH 5 - PROGRESS: at 0.98% examples, 207191 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:09:04,451 : INFO : EPOCH 5 - PROGRESS: at 1.10% examples, 207689 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:05,463 : INFO : EPOCH 5 - PROGRESS: at 1.21% examples, 207976 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:06,522 : INFO : EPOCH 5 - PROGRESS: at 1.33% examples, 207466 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:07,539 : INFO : EPOCH 5 - PROGRESS: at 1.43% examples, 207842 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:08,566 : INFO : EPOCH 5 - PROGRESS: at 1.55% examples, 207652 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:09:09,607 : INFO : EPOCH 5 - PROGRESS: at 1.66% examples, 207911 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:10,626 : INFO : EPOCH 5 - PROGRESS: at 1.79% examples, 208212 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:11,665 : INFO : EPOCH 5 - PROGRESS: at 1.89% examples, 207759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:12,666 : INFO : EPOCH 5 - PROGRESS: at 1.99% examples, 208263 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:13,731 : INFO : EPOCH 5 - PROGRESS: at 2.11% examples, 208053 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:14,742 : INFO : EPOCH 5 - PROGRESS: at 2.23% examples, 208207 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:15,800 : INFO : EPOCH 5 - PROGRESS: at 2.33% examples, 208241 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:16,835 : INFO : EPOCH 5 - PROGRESS: at 2.45% examples, 208475 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:17,846 : INFO : EPOCH 5 - PROGRESS: at 2.58% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:18,855 : INFO : EPOCH 5 - PROGRESS: at 2.69% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:19,879 : INFO : EPOCH 5 - PROGRESS: at 2.80% examples, 208577 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:20,937 : INFO : EPOCH 5 - PROGRESS: at 2.91% examples, 208379 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:21,946 : INFO : EPOCH 5 - PROGRESS: at 3.02% examples, 208568 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:22,954 : INFO : EPOCH 5 - PROGRESS: at 3.13% examples, 208521 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:09:23,996 : INFO : EPOCH 5 - PROGRESS: at 3.25% examples, 208394 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:25,000 : INFO : EPOCH 5 - PROGRESS: at 3.36% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:26,018 : INFO : EPOCH 5 - PROGRESS: at 3.48% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:27,025 : INFO : EPOCH 5 - PROGRESS: at 3.61% examples, 208862 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:28,032 : INFO : EPOCH 5 - PROGRESS: at 3.70% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:29,050 : INFO : EPOCH 5 - PROGRESS: at 3.81% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:30,060 : INFO : EPOCH 5 - PROGRESS: at 3.91% examples, 208657 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:09:31,063 : INFO : EPOCH 5 - PROGRESS: at 4.02% examples, 208611 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:32,101 : INFO : EPOCH 5 - PROGRESS: at 4.14% examples, 208458 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:33,111 : INFO : EPOCH 5 - PROGRESS: at 4.26% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:34,173 : INFO : EPOCH 5 - PROGRESS: at 4.38% examples, 208509 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:35,179 : INFO : EPOCH 5 - PROGRESS: at 4.48% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:36,220 : INFO : EPOCH 5 - PROGRESS: at 4.60% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:37,293 : INFO : EPOCH 5 - PROGRESS: at 4.72% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:38,306 : INFO : EPOCH 5 - PROGRESS: at 4.83% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:39,342 : INFO : EPOCH 5 - PROGRESS: at 4.95% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:40,379 : INFO : EPOCH 5 - PROGRESS: at 5.07% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:41,421 : INFO : EPOCH 5 - PROGRESS: at 5.18% examples, 208686 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:42,432 : INFO : EPOCH 5 - PROGRESS: at 5.31% examples, 208644 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:43,513 : INFO : EPOCH 5 - PROGRESS: at 5.44% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:44,556 : INFO : EPOCH 5 - PROGRESS: at 5.56% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:45,595 : INFO : EPOCH 5 - PROGRESS: at 5.68% examples, 208661 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:09:46,604 : INFO : EPOCH 5 - PROGRESS: at 5.80% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:47,642 : INFO : EPOCH 5 - PROGRESS: at 5.92% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:48,656 : INFO : EPOCH 5 - PROGRESS: at 6.04% examples, 208844 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:49,663 : INFO : EPOCH 5 - PROGRESS: at 6.14% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:50,723 : INFO : EPOCH 5 - PROGRESS: at 6.25% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:51,745 : INFO : EPOCH 5 - PROGRESS: at 6.35% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:52,769 : INFO : EPOCH 5 - PROGRESS: at 6.46% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:53,806 : INFO : EPOCH 5 - PROGRESS: at 6.58% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:54,808 : INFO : EPOCH 5 - PROGRESS: at 6.69% examples, 208786 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:55,815 : INFO : EPOCH 5 - PROGRESS: at 6.82% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:56,881 : INFO : EPOCH 5 - PROGRESS: at 6.92% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:57,931 : INFO : EPOCH 5 - PROGRESS: at 7.04% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:58,942 : INFO : EPOCH 5 - PROGRESS: at 7.16% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:09:59,972 : INFO : EPOCH 5 - PROGRESS: at 7.29% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:00,986 : INFO : EPOCH 5 - PROGRESS: at 7.40% examples, 208843 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:02,021 : INFO : EPOCH 5 - PROGRESS: at 7.51% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:03,037 : INFO : EPOCH 5 - PROGRESS: at 7.62% examples, 208771 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:04,041 : INFO : EPOCH 5 - PROGRESS: at 7.73% examples, 208889 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:05,146 : INFO : EPOCH 5 - PROGRESS: at 7.84% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:06,156 : INFO : EPOCH 5 - PROGRESS: at 7.97% examples, 208878 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:07,160 : INFO : EPOCH 5 - PROGRESS: at 8.08% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:08,253 : INFO : EPOCH 5 - PROGRESS: at 8.19% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:09,264 : INFO : EPOCH 5 - PROGRESS: at 8.31% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:10,281 : INFO : EPOCH 5 - PROGRESS: at 8.41% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:11,339 : INFO : EPOCH 5 - PROGRESS: at 8.52% examples, 208774 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:10:12,358 : INFO : EPOCH 5 - PROGRESS: at 8.64% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:13,432 : INFO : EPOCH 5 - PROGRESS: at 8.75% examples, 208768 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:14,453 : INFO : EPOCH 5 - PROGRESS: at 8.88% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:15,487 : INFO : EPOCH 5 - PROGRESS: at 8.98% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:16,505 : INFO : EPOCH 5 - PROGRESS: at 9.10% examples, 208852 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:17,519 : INFO : EPOCH 5 - PROGRESS: at 9.20% examples, 208786 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:18,556 : INFO : EPOCH 5 - PROGRESS: at 9.32% examples, 208832 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:19,593 : INFO : EPOCH 5 - PROGRESS: at 9.43% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:20,663 : INFO : EPOCH 5 - PROGRESS: at 9.56% examples, 208815 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:21,675 : INFO : EPOCH 5 - PROGRESS: at 9.69% examples, 208895 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:22,712 : INFO : EPOCH 5 - PROGRESS: at 9.81% examples, 208858 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:23,793 : INFO : EPOCH 5 - PROGRESS: at 9.93% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:24,862 : INFO : EPOCH 5 - PROGRESS: at 10.06% examples, 208786 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:25,875 : INFO : EPOCH 5 - PROGRESS: at 10.18% examples, 208892 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:26,905 : INFO : EPOCH 5 - PROGRESS: at 10.31% examples, 208847 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:27,953 : INFO : EPOCH 5 - PROGRESS: at 10.44% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:28,994 : INFO : EPOCH 5 - PROGRESS: at 10.55% examples, 208853 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:30,019 : INFO : EPOCH 5 - PROGRESS: at 10.66% examples, 208908 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:31,044 : INFO : EPOCH 5 - PROGRESS: at 10.78% examples, 208865 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:32,082 : INFO : EPOCH 5 - PROGRESS: at 10.89% examples, 208848 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:33,094 : INFO : EPOCH 5 - PROGRESS: at 11.01% examples, 208873 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:34,112 : INFO : EPOCH 5 - PROGRESS: at 11.12% examples, 208896 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:35,150 : INFO : EPOCH 5 - PROGRESS: at 11.23% examples, 208869 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:10:36,169 : INFO : EPOCH 5 - PROGRESS: at 11.36% examples, 208934 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:37,173 : INFO : EPOCH 5 - PROGRESS: at 11.46% examples, 208851 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:38,260 : INFO : EPOCH 5 - PROGRESS: at 11.58% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:39,299 : INFO : EPOCH 5 - PROGRESS: at 11.69% examples, 208868 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:40,332 : INFO : EPOCH 5 - PROGRESS: at 11.84% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:41,334 : INFO : EPOCH 5 - PROGRESS: at 11.94% examples, 208865 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:42,353 : INFO : EPOCH 5 - PROGRESS: at 12.04% examples, 208901 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:10:43,362 : INFO : EPOCH 5 - PROGRESS: at 12.17% examples, 208870 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:44,384 : INFO : EPOCH 5 - PROGRESS: at 12.29% examples, 208910 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:10:45,430 : INFO : EPOCH 5 - PROGRESS: at 12.40% examples, 208822 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:46,450 : INFO : EPOCH 5 - PROGRESS: at 12.53% examples, 208898 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:47,513 : INFO : EPOCH 5 - PROGRESS: at 12.64% examples, 208849 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:10:48,517 : INFO : EPOCH 5 - PROGRESS: at 12.76% examples, 208880 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:49,542 : INFO : EPOCH 5 - PROGRESS: at 12.88% examples, 208870 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:10:50,614 : INFO : EPOCH 5 - PROGRESS: at 12.99% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:51,677 : INFO : EPOCH 5 - PROGRESS: at 13.12% examples, 208868 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:52,688 : INFO : EPOCH 5 - PROGRESS: at 13.22% examples, 208844 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:53,711 : INFO : EPOCH 5 - PROGRESS: at 13.34% examples, 208911 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:54,730 : INFO : EPOCH 5 - PROGRESS: at 13.44% examples, 208862 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:55,738 : INFO : EPOCH 5 - PROGRESS: at 13.55% examples, 208925 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:56,754 : INFO : EPOCH 5 - PROGRESS: at 13.66% examples, 208894 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:57,768 : INFO : EPOCH 5 - PROGRESS: at 13.79% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:58,773 : INFO : EPOCH 5 - PROGRESS: at 13.91% examples, 208911 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:10:59,774 : INFO : EPOCH 5 - PROGRESS: at 14.02% examples, 208897 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:00,785 : INFO : EPOCH 5 - PROGRESS: at 14.13% examples, 208949 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:01,787 : INFO : EPOCH 5 - PROGRESS: at 14.22% examples, 208921 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:02,790 : INFO : EPOCH 5 - PROGRESS: at 14.35% examples, 208935 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:03,811 : INFO : EPOCH 5 - PROGRESS: at 14.48% examples, 208921 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:04,817 : INFO : EPOCH 5 - PROGRESS: at 14.60% examples, 208932 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:05,851 : INFO : EPOCH 5 - PROGRESS: at 14.69% examples, 208894 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:06,899 : INFO : EPOCH 5 - PROGRESS: at 14.82% examples, 208939 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:07,953 : INFO : EPOCH 5 - PROGRESS: at 14.95% examples, 208890 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:08,963 : INFO : EPOCH 5 - PROGRESS: at 15.06% examples, 208942 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:09,970 : INFO : EPOCH 5 - PROGRESS: at 15.15% examples, 208928 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:11:11,049 : INFO : EPOCH 5 - PROGRESS: at 15.25% examples, 208902 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:12,061 : INFO : EPOCH 5 - PROGRESS: at 15.37% examples, 208961 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:13,137 : INFO : EPOCH 5 - PROGRESS: at 15.49% examples, 208853 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:14,160 : INFO : EPOCH 5 - PROGRESS: at 15.59% examples, 208935 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:15,167 : INFO : EPOCH 5 - PROGRESS: at 15.69% examples, 208900 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:16,167 : INFO : EPOCH 5 - PROGRESS: at 15.81% examples, 208890 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:17,217 : INFO : EPOCH 5 - PROGRESS: at 15.92% examples, 208899 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:18,228 : INFO : EPOCH 5 - PROGRESS: at 16.03% examples, 208912 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:19,233 : INFO : EPOCH 5 - PROGRESS: at 16.13% examples, 208875 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:20,272 : INFO : EPOCH 5 - PROGRESS: at 16.25% examples, 208885 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:21,326 : INFO : EPOCH 5 - PROGRESS: at 16.37% examples, 208909 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:22,363 : INFO : EPOCH 5 - PROGRESS: at 16.49% examples, 208886 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:23,386 : INFO : EPOCH 5 - PROGRESS: at 16.61% examples, 208945 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:24,390 : INFO : EPOCH 5 - PROGRESS: at 16.72% examples, 208973 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:25,398 : INFO : EPOCH 5 - PROGRESS: at 16.81% examples, 208927 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:26,436 : INFO : EPOCH 5 - PROGRESS: at 16.92% examples, 208905 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:27,447 : INFO : EPOCH 5 - PROGRESS: at 17.04% examples, 208896 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:28,451 : INFO : EPOCH 5 - PROGRESS: at 17.16% examples, 208926 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:29,452 : INFO : EPOCH 5 - PROGRESS: at 17.26% examples, 208932 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:30,493 : INFO : EPOCH 5 - PROGRESS: at 17.37% examples, 208927 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:31,519 : INFO : EPOCH 5 - PROGRESS: at 17.49% examples, 208918 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:32,536 : INFO : EPOCH 5 - PROGRESS: at 17.60% examples, 208915 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:11:33,554 : INFO : EPOCH 5 - PROGRESS: at 17.72% examples, 208946 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:34,612 : INFO : EPOCH 5 - PROGRESS: at 17.82% examples, 208887 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:35,615 : INFO : EPOCH 5 - PROGRESS: at 17.94% examples, 208937 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:36,661 : INFO : EPOCH 5 - PROGRESS: at 18.05% examples, 208920 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:37,688 : INFO : EPOCH 5 - PROGRESS: at 18.17% examples, 208928 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:38,716 : INFO : EPOCH 5 - PROGRESS: at 18.30% examples, 208931 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:39,732 : INFO : EPOCH 5 - PROGRESS: at 18.40% examples, 208926 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:40,750 : INFO : EPOCH 5 - PROGRESS: at 18.52% examples, 208941 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:41,786 : INFO : EPOCH 5 - PROGRESS: at 18.60% examples, 208906 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:42,848 : INFO : EPOCH 5 - PROGRESS: at 18.72% examples, 208899 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:43,893 : INFO : EPOCH 5 - PROGRESS: at 18.82% examples, 208892 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:44,940 : INFO : EPOCH 5 - PROGRESS: at 18.95% examples, 208918 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:46,020 : INFO : EPOCH 5 - PROGRESS: at 19.05% examples, 208888 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:47,063 : INFO : EPOCH 5 - PROGRESS: at 19.16% examples, 208944 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:48,066 : INFO : EPOCH 5 - PROGRESS: at 19.26% examples, 208921 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:49,096 : INFO : EPOCH 5 - PROGRESS: at 19.36% examples, 208923 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:50,160 : INFO : EPOCH 5 - PROGRESS: at 19.48% examples, 208875 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:51,187 : INFO : EPOCH 5 - PROGRESS: at 19.59% examples, 208904 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:52,312 : INFO : EPOCH 5 - PROGRESS: at 19.73% examples, 208870 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:53,326 : INFO : EPOCH 5 - PROGRESS: at 19.85% examples, 208920 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:54,339 : INFO : EPOCH 5 - PROGRESS: at 19.99% examples, 208935 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:55,355 : INFO : EPOCH 5 - PROGRESS: at 20.11% examples, 208902 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:56,418 : INFO : EPOCH 5 - PROGRESS: at 20.23% examples, 208894 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:57,434 : INFO : EPOCH 5 - PROGRESS: at 20.33% examples, 208904 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:11:58,449 : INFO : EPOCH 5 - PROGRESS: at 20.45% examples, 208930 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:11:59,470 : INFO : EPOCH 5 - PROGRESS: at 20.56% examples, 208924 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:00,490 : INFO : EPOCH 5 - PROGRESS: at 20.66% examples, 208923 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:01,527 : INFO : EPOCH 5 - PROGRESS: at 20.77% examples, 208898 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:02,574 : INFO : EPOCH 5 - PROGRESS: at 20.86% examples, 208905 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:03,605 : INFO : EPOCH 5 - PROGRESS: at 20.97% examples, 208914 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:04,644 : INFO : EPOCH 5 - PROGRESS: at 21.10% examples, 208890 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:05,677 : INFO : EPOCH 5 - PROGRESS: at 21.21% examples, 208889 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:06,678 : INFO : EPOCH 5 - PROGRESS: at 21.32% examples, 208921 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:07,694 : INFO : EPOCH 5 - PROGRESS: at 21.42% examples, 208935 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:08,714 : INFO : EPOCH 5 - PROGRESS: at 21.54% examples, 208887 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:09,745 : INFO : EPOCH 5 - PROGRESS: at 21.66% examples, 208921 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:12:10,758 : INFO : EPOCH 5 - PROGRESS: at 21.77% examples, 208927 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:11,856 : INFO : EPOCH 5 - PROGRESS: at 21.89% examples, 208898 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:12,876 : INFO : EPOCH 5 - PROGRESS: at 22.01% examples, 208917 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:13,878 : INFO : EPOCH 5 - PROGRESS: at 22.12% examples, 208926 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:14,895 : INFO : EPOCH 5 - PROGRESS: at 22.23% examples, 208955 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:15,906 : INFO : EPOCH 5 - PROGRESS: at 22.34% examples, 208950 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:12:16,916 : INFO : EPOCH 5 - PROGRESS: at 22.44% examples, 208956 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:17,941 : INFO : EPOCH 5 - PROGRESS: at 22.56% examples, 208936 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:18,978 : INFO : EPOCH 5 - PROGRESS: at 22.68% examples, 208951 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:19,997 : INFO : EPOCH 5 - PROGRESS: at 22.80% examples, 208931 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:21,052 : INFO : EPOCH 5 - PROGRESS: at 22.90% examples, 208927 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:22,100 : INFO : EPOCH 5 - PROGRESS: at 23.02% examples, 208942 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:23,121 : INFO : EPOCH 5 - PROGRESS: at 23.14% examples, 208976 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:12:24,129 : INFO : EPOCH 5 - PROGRESS: at 23.26% examples, 208962 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:25,151 : INFO : EPOCH 5 - PROGRESS: at 23.38% examples, 208963 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:26,168 : INFO : EPOCH 5 - PROGRESS: at 23.48% examples, 208954 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:27,169 : INFO : EPOCH 5 - PROGRESS: at 23.61% examples, 208968 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:12:28,191 : INFO : EPOCH 5 - PROGRESS: at 23.70% examples, 208939 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:29,208 : INFO : EPOCH 5 - PROGRESS: at 23.82% examples, 208950 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:30,214 : INFO : EPOCH 5 - PROGRESS: at 23.94% examples, 208986 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:12:31,228 : INFO : EPOCH 5 - PROGRESS: at 24.09% examples, 208941 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:32,290 : INFO : EPOCH 5 - PROGRESS: at 24.21% examples, 208949 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:33,292 : INFO : EPOCH 5 - PROGRESS: at 24.33% examples, 208968 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:34,306 : INFO : EPOCH 5 - PROGRESS: at 24.46% examples, 208963 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:35,332 : INFO : EPOCH 5 - PROGRESS: at 24.57% examples, 208963 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:36,386 : INFO : EPOCH 5 - PROGRESS: at 24.70% examples, 208947 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:37,409 : INFO : EPOCH 5 - PROGRESS: at 24.82% examples, 208978 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:38,430 : INFO : EPOCH 5 - PROGRESS: at 24.93% examples, 208963 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:39,438 : INFO : EPOCH 5 - PROGRESS: at 25.03% examples, 208971 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:40,484 : INFO : EPOCH 5 - PROGRESS: at 25.15% examples, 208952 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:41,503 : INFO : EPOCH 5 - PROGRESS: at 25.26% examples, 208969 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:42,558 : INFO : EPOCH 5 - PROGRESS: at 25.36% examples, 208928 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:43,565 : INFO : EPOCH 5 - PROGRESS: at 25.47% examples, 208926 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:44,570 : INFO : EPOCH 5 - PROGRESS: at 25.56% examples, 208938 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:45,586 : INFO : EPOCH 5 - PROGRESS: at 25.68% examples, 208953 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:46,611 : INFO : EPOCH 5 - PROGRESS: at 25.80% examples, 208948 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:47,621 : INFO : EPOCH 5 - PROGRESS: at 25.91% examples, 208953 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:48,663 : INFO : EPOCH 5 - PROGRESS: at 26.02% examples, 208938 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:49,705 : INFO : EPOCH 5 - PROGRESS: at 26.14% examples, 208962 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:50,733 : INFO : EPOCH 5 - PROGRESS: at 26.26% examples, 208976 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:51,735 : INFO : EPOCH 5 - PROGRESS: at 26.38% examples, 208973 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:52,735 : INFO : EPOCH 5 - PROGRESS: at 26.50% examples, 208937 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:53,756 : INFO : EPOCH 5 - PROGRESS: at 26.62% examples, 208949 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:54,810 : INFO : EPOCH 5 - PROGRESS: at 26.72% examples, 208945 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:55,897 : INFO : EPOCH 5 - PROGRESS: at 26.84% examples, 208962 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:56,975 : INFO : EPOCH 5 - PROGRESS: at 26.97% examples, 208948 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:12:57,988 : INFO : EPOCH 5 - PROGRESS: at 27.09% examples, 208985 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:12:59,025 : INFO : EPOCH 5 - PROGRESS: at 27.20% examples, 208985 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:00,029 : INFO : EPOCH 5 - PROGRESS: at 27.31% examples, 208983 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:01,036 : INFO : EPOCH 5 - PROGRESS: at 27.42% examples, 208993 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:02,064 : INFO : EPOCH 5 - PROGRESS: at 27.52% examples, 208988 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:13:03,069 : INFO : EPOCH 5 - PROGRESS: at 27.63% examples, 208946 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:04,090 : INFO : EPOCH 5 - PROGRESS: at 27.75% examples, 208982 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:13:05,131 : INFO : EPOCH 5 - PROGRESS: at 27.85% examples, 208967 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:06,180 : INFO : EPOCH 5 - PROGRESS: at 27.98% examples, 208959 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:13:07,185 : INFO : EPOCH 5 - PROGRESS: at 28.10% examples, 208974 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:13:08,195 : INFO : EPOCH 5 - PROGRESS: at 28.22% examples, 208977 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:09,207 : INFO : EPOCH 5 - PROGRESS: at 28.34% examples, 208955 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:10,233 : INFO : EPOCH 5 - PROGRESS: at 28.46% examples, 208982 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:13:11,257 : INFO : EPOCH 5 - PROGRESS: at 28.55% examples, 208951 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:12,262 : INFO : EPOCH 5 - PROGRESS: at 28.66% examples, 208983 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:13,267 : INFO : EPOCH 5 - PROGRESS: at 28.78% examples, 209016 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:14,346 : INFO : EPOCH 5 - PROGRESS: at 28.89% examples, 208959 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:15,401 : INFO : EPOCH 5 - PROGRESS: at 29.02% examples, 208958 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:16,424 : INFO : EPOCH 5 - PROGRESS: at 29.13% examples, 208951 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:17,437 : INFO : EPOCH 5 - PROGRESS: at 29.23% examples, 208914 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:18,444 : INFO : EPOCH 5 - PROGRESS: at 29.35% examples, 208880 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:19,532 : INFO : EPOCH 5 - PROGRESS: at 29.45% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:20,533 : INFO : EPOCH 5 - PROGRESS: at 29.54% examples, 208798 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:21,639 : INFO : EPOCH 5 - PROGRESS: at 29.62% examples, 208601 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:22,653 : INFO : EPOCH 5 - PROGRESS: at 29.72% examples, 208566 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:23,672 : INFO : EPOCH 5 - PROGRESS: at 29.84% examples, 208551 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:24,681 : INFO : EPOCH 5 - PROGRESS: at 29.94% examples, 208573 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:25,694 : INFO : EPOCH 5 - PROGRESS: at 30.05% examples, 208556 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:26,731 : INFO : EPOCH 5 - PROGRESS: at 30.17% examples, 208569 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:27,745 : INFO : EPOCH 5 - PROGRESS: at 30.28% examples, 208575 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:28,818 : INFO : EPOCH 5 - PROGRESS: at 30.39% examples, 208556 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:29,840 : INFO : EPOCH 5 - PROGRESS: at 30.50% examples, 208577 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:30,880 : INFO : EPOCH 5 - PROGRESS: at 30.62% examples, 208568 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:31,892 : INFO : EPOCH 5 - PROGRESS: at 30.72% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:32,892 : INFO : EPOCH 5 - PROGRESS: at 30.84% examples, 208550 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:33,917 : INFO : EPOCH 5 - PROGRESS: at 30.96% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:34,940 : INFO : EPOCH 5 - PROGRESS: at 31.09% examples, 208584 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:36,003 : INFO : EPOCH 5 - PROGRESS: at 31.20% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:37,010 : INFO : EPOCH 5 - PROGRESS: at 31.32% examples, 208596 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:38,048 : INFO : EPOCH 5 - PROGRESS: at 31.44% examples, 208593 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:13:39,060 : INFO : EPOCH 5 - PROGRESS: at 31.56% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:40,086 : INFO : EPOCH 5 - PROGRESS: at 31.68% examples, 208587 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:41,129 : INFO : EPOCH 5 - PROGRESS: at 31.80% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:42,135 : INFO : EPOCH 5 - PROGRESS: at 31.91% examples, 208616 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:43,162 : INFO : EPOCH 5 - PROGRESS: at 32.01% examples, 208610 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:44,163 : INFO : EPOCH 5 - PROGRESS: at 32.13% examples, 208601 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:45,211 : INFO : EPOCH 5 - PROGRESS: at 32.25% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:46,214 : INFO : EPOCH 5 - PROGRESS: at 32.35% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:47,228 : INFO : EPOCH 5 - PROGRESS: at 32.46% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:48,240 : INFO : EPOCH 5 - PROGRESS: at 32.56% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:49,277 : INFO : EPOCH 5 - PROGRESS: at 32.70% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:50,296 : INFO : EPOCH 5 - PROGRESS: at 32.81% examples, 208614 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:51,301 : INFO : EPOCH 5 - PROGRESS: at 32.94% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:52,309 : INFO : EPOCH 5 - PROGRESS: at 33.03% examples, 208633 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:53,321 : INFO : EPOCH 5 - PROGRESS: at 33.15% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:54,339 : INFO : EPOCH 5 - PROGRESS: at 33.26% examples, 208639 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:55,396 : INFO : EPOCH 5 - PROGRESS: at 33.37% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:56,402 : INFO : EPOCH 5 - PROGRESS: at 33.48% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:57,421 : INFO : EPOCH 5 - PROGRESS: at 33.60% examples, 208633 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:13:58,447 : INFO : EPOCH 5 - PROGRESS: at 33.73% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:13:59,480 : INFO : EPOCH 5 - PROGRESS: at 33.84% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:00,494 : INFO : EPOCH 5 - PROGRESS: at 33.95% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:01,521 : INFO : EPOCH 5 - PROGRESS: at 34.06% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:02,562 : INFO : EPOCH 5 - PROGRESS: at 34.17% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:03,567 : INFO : EPOCH 5 - PROGRESS: at 34.29% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:04,605 : INFO : EPOCH 5 - PROGRESS: at 34.41% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:05,619 : INFO : EPOCH 5 - PROGRESS: at 34.52% examples, 208644 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:06,629 : INFO : EPOCH 5 - PROGRESS: at 34.63% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:07,644 : INFO : EPOCH 5 - PROGRESS: at 34.74% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:08,681 : INFO : EPOCH 5 - PROGRESS: at 34.85% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:09,737 : INFO : EPOCH 5 - PROGRESS: at 34.97% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:10,762 : INFO : EPOCH 5 - PROGRESS: at 35.07% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:11,809 : INFO : EPOCH 5 - PROGRESS: at 35.17% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:12,824 : INFO : EPOCH 5 - PROGRESS: at 35.30% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:13,825 : INFO : EPOCH 5 - PROGRESS: at 35.40% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:14,874 : INFO : EPOCH 5 - PROGRESS: at 35.52% examples, 208651 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:14:15,881 : INFO : EPOCH 5 - PROGRESS: at 35.65% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:16,961 : INFO : EPOCH 5 - PROGRESS: at 35.76% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:17,969 : INFO : EPOCH 5 - PROGRESS: at 35.86% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:19,005 : INFO : EPOCH 5 - PROGRESS: at 35.99% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:20,013 : INFO : EPOCH 5 - PROGRESS: at 36.10% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:21,057 : INFO : EPOCH 5 - PROGRESS: at 36.21% examples, 208661 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:14:22,117 : INFO : EPOCH 5 - PROGRESS: at 36.33% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:23,141 : INFO : EPOCH 5 - PROGRESS: at 36.44% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:24,142 : INFO : EPOCH 5 - PROGRESS: at 36.54% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:25,145 : INFO : EPOCH 5 - PROGRESS: at 36.65% examples, 208678 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:14:26,160 : INFO : EPOCH 5 - PROGRESS: at 36.76% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:27,172 : INFO : EPOCH 5 - PROGRESS: at 36.87% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:28,185 : INFO : EPOCH 5 - PROGRESS: at 36.97% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:29,219 : INFO : EPOCH 5 - PROGRESS: at 37.08% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:30,277 : INFO : EPOCH 5 - PROGRESS: at 37.20% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:31,330 : INFO : EPOCH 5 - PROGRESS: at 37.32% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:32,344 : INFO : EPOCH 5 - PROGRESS: at 37.44% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:33,356 : INFO : EPOCH 5 - PROGRESS: at 37.56% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:34,390 : INFO : EPOCH 5 - PROGRESS: at 37.67% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:35,391 : INFO : EPOCH 5 - PROGRESS: at 37.79% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:36,408 : INFO : EPOCH 5 - PROGRESS: at 37.91% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:37,465 : INFO : EPOCH 5 - PROGRESS: at 38.02% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:38,468 : INFO : EPOCH 5 - PROGRESS: at 38.14% examples, 208687 words/s, in_qsize 6, out_qsize 0
2020-07-17 01:14:39,469 : INFO : EPOCH 5 - PROGRESS: at 38.26% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:40,473 : INFO : EPOCH 5 - PROGRESS: at 38.37% examples, 208694 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:41,515 : INFO : EPOCH 5 - PROGRESS: at 38.48% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:42,531 : INFO : EPOCH 5 - PROGRESS: at 38.62% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:43,544 : INFO : EPOCH 5 - PROGRESS: at 38.74% examples, 208694 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:44,549 : INFO : EPOCH 5 - PROGRESS: at 38.86% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:45,556 : INFO : EPOCH 5 - PROGRESS: at 38.99% examples, 208694 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:46,609 : INFO : EPOCH 5 - PROGRESS: at 39.10% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:47,616 : INFO : EPOCH 5 - PROGRESS: at 39.22% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:48,628 : INFO : EPOCH 5 - PROGRESS: at 39.33% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:49,695 : INFO : EPOCH 5 - PROGRESS: at 39.44% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:50,743 : INFO : EPOCH 5 - PROGRESS: at 39.54% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:51,751 : INFO : EPOCH 5 - PROGRESS: at 39.65% examples, 208697 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:52,829 : INFO : EPOCH 5 - PROGRESS: at 39.77% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:53,843 : INFO : EPOCH 5 - PROGRESS: at 39.89% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:54,875 : INFO : EPOCH 5 - PROGRESS: at 39.99% examples, 208692 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:55,878 : INFO : EPOCH 5 - PROGRESS: at 40.10% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:56,918 : INFO : EPOCH 5 - PROGRESS: at 40.24% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:57,920 : INFO : EPOCH 5 - PROGRESS: at 40.35% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:58,953 : INFO : EPOCH 5 - PROGRESS: at 40.44% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:14:59,983 : INFO : EPOCH 5 - PROGRESS: at 40.56% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:01,048 : INFO : EPOCH 5 - PROGRESS: at 40.67% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:02,070 : INFO : EPOCH 5 - PROGRESS: at 40.79% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:03,097 : INFO : EPOCH 5 - PROGRESS: at 40.91% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:04,147 : INFO : EPOCH 5 - PROGRESS: at 41.02% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:05,160 : INFO : EPOCH 5 - PROGRESS: at 41.14% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:06,176 : INFO : EPOCH 5 - PROGRESS: at 41.25% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:07,203 : INFO : EPOCH 5 - PROGRESS: at 41.37% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:08,215 : INFO : EPOCH 5 - PROGRESS: at 41.47% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:09,232 : INFO : EPOCH 5 - PROGRESS: at 41.58% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:10,290 : INFO : EPOCH 5 - PROGRESS: at 41.70% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:11,346 : INFO : EPOCH 5 - PROGRESS: at 41.84% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:12,421 : INFO : EPOCH 5 - PROGRESS: at 41.96% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:13,425 : INFO : EPOCH 5 - PROGRESS: at 42.08% examples, 208726 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:14,452 : INFO : EPOCH 5 - PROGRESS: at 42.19% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:15,466 : INFO : EPOCH 5 - PROGRESS: at 42.30% examples, 208722 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:16,529 : INFO : EPOCH 5 - PROGRESS: at 42.41% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:17,534 : INFO : EPOCH 5 - PROGRESS: at 42.53% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:18,585 : INFO : EPOCH 5 - PROGRESS: at 42.65% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:19,625 : INFO : EPOCH 5 - PROGRESS: at 42.77% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:20,688 : INFO : EPOCH 5 - PROGRESS: at 42.89% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:21,704 : INFO : EPOCH 5 - PROGRESS: at 42.99% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:22,711 : INFO : EPOCH 5 - PROGRESS: at 43.11% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:23,723 : INFO : EPOCH 5 - PROGRESS: at 43.22% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:24,725 : INFO : EPOCH 5 - PROGRESS: at 43.31% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:25,730 : INFO : EPOCH 5 - PROGRESS: at 43.42% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:26,743 : INFO : EPOCH 5 - PROGRESS: at 43.54% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:27,755 : INFO : EPOCH 5 - PROGRESS: at 43.64% examples, 208703 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:15:28,819 : INFO : EPOCH 5 - PROGRESS: at 43.76% examples, 208697 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:29,851 : INFO : EPOCH 5 - PROGRESS: at 43.88% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:30,854 : INFO : EPOCH 5 - PROGRESS: at 44.01% examples, 208723 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:31,895 : INFO : EPOCH 5 - PROGRESS: at 44.13% examples, 208712 words/s, in_qsize 7, out_qsize 1
2020-07-17 01:15:32,911 : INFO : EPOCH 5 - PROGRESS: at 44.24% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:33,918 : INFO : EPOCH 5 - PROGRESS: at 44.35% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:34,935 : INFO : EPOCH 5 - PROGRESS: at 44.48% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:35,971 : INFO : EPOCH 5 - PROGRESS: at 44.57% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:36,978 : INFO : EPOCH 5 - PROGRESS: at 44.69% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:38,040 : INFO : EPOCH 5 - PROGRESS: at 44.79% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:39,077 : INFO : EPOCH 5 - PROGRESS: at 44.90% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:40,159 : INFO : EPOCH 5 - PROGRESS: at 45.01% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:41,169 : INFO : EPOCH 5 - PROGRESS: at 45.14% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:42,178 : INFO : EPOCH 5 - PROGRESS: at 45.27% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:43,201 : INFO : EPOCH 5 - PROGRESS: at 45.39% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:44,209 : INFO : EPOCH 5 - PROGRESS: at 45.49% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:45,294 : INFO : EPOCH 5 - PROGRESS: at 45.62% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:46,298 : INFO : EPOCH 5 - PROGRESS: at 45.75% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:47,335 : INFO : EPOCH 5 - PROGRESS: at 45.85% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:48,386 : INFO : EPOCH 5 - PROGRESS: at 45.95% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:49,390 : INFO : EPOCH 5 - PROGRESS: at 46.07% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:50,408 : INFO : EPOCH 5 - PROGRESS: at 46.17% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:51,413 : INFO : EPOCH 5 - PROGRESS: at 46.30% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:52,416 : INFO : EPOCH 5 - PROGRESS: at 46.41% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:53,464 : INFO : EPOCH 5 - PROGRESS: at 46.53% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:54,503 : INFO : EPOCH 5 - PROGRESS: at 46.64% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:55,520 : INFO : EPOCH 5 - PROGRESS: at 46.76% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:56,523 : INFO : EPOCH 5 - PROGRESS: at 46.85% examples, 208734 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:57,541 : INFO : EPOCH 5 - PROGRESS: at 46.99% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:58,562 : INFO : EPOCH 5 - PROGRESS: at 47.11% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:15:59,636 : INFO : EPOCH 5 - PROGRESS: at 47.22% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:00,684 : INFO : EPOCH 5 - PROGRESS: at 47.32% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:01,686 : INFO : EPOCH 5 - PROGRESS: at 47.45% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:02,722 : INFO : EPOCH 5 - PROGRESS: at 47.55% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:03,788 : INFO : EPOCH 5 - PROGRESS: at 47.67% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:04,838 : INFO : EPOCH 5 - PROGRESS: at 47.77% examples, 208734 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:05,859 : INFO : EPOCH 5 - PROGRESS: at 47.90% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:06,885 : INFO : EPOCH 5 - PROGRESS: at 48.01% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:07,885 : INFO : EPOCH 5 - PROGRESS: at 48.14% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:08,905 : INFO : EPOCH 5 - PROGRESS: at 48.26% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:09,928 : INFO : EPOCH 5 - PROGRESS: at 48.37% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:10,949 : INFO : EPOCH 5 - PROGRESS: at 48.48% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:11,996 : INFO : EPOCH 5 - PROGRESS: at 48.59% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:13,007 : INFO : EPOCH 5 - PROGRESS: at 48.70% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:14,027 : INFO : EPOCH 5 - PROGRESS: at 48.80% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:15,041 : INFO : EPOCH 5 - PROGRESS: at 48.91% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:16,068 : INFO : EPOCH 5 - PROGRESS: at 49.02% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:17,092 : INFO : EPOCH 5 - PROGRESS: at 49.12% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:18,122 : INFO : EPOCH 5 - PROGRESS: at 49.24% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:19,219 : INFO : EPOCH 5 - PROGRESS: at 49.36% examples, 208738 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:16:20,225 : INFO : EPOCH 5 - PROGRESS: at 49.49% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:21,238 : INFO : EPOCH 5 - PROGRESS: at 49.59% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:22,256 : INFO : EPOCH 5 - PROGRESS: at 49.70% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:23,258 : INFO : EPOCH 5 - PROGRESS: at 49.80% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:24,275 : INFO : EPOCH 5 - PROGRESS: at 49.92% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:25,290 : INFO : EPOCH 5 - PROGRESS: at 50.02% examples, 208750 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:16:26,340 : INFO : EPOCH 5 - PROGRESS: at 50.14% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:27,345 : INFO : EPOCH 5 - PROGRESS: at 50.26% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:28,399 : INFO : EPOCH 5 - PROGRESS: at 50.37% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:29,439 : INFO : EPOCH 5 - PROGRESS: at 50.48% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:30,458 : INFO : EPOCH 5 - PROGRESS: at 50.58% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:31,468 : INFO : EPOCH 5 - PROGRESS: at 50.69% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:32,492 : INFO : EPOCH 5 - PROGRESS: at 50.79% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:33,505 : INFO : EPOCH 5 - PROGRESS: at 50.90% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:34,518 : INFO : EPOCH 5 - PROGRESS: at 51.01% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:35,604 : INFO : EPOCH 5 - PROGRESS: at 51.13% examples, 208742 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:16:36,639 : INFO : EPOCH 5 - PROGRESS: at 51.24% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:37,646 : INFO : EPOCH 5 - PROGRESS: at 51.35% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:38,650 : INFO : EPOCH 5 - PROGRESS: at 51.45% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:39,658 : INFO : EPOCH 5 - PROGRESS: at 51.56% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:40,666 : INFO : EPOCH 5 - PROGRESS: at 51.67% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:41,719 : INFO : EPOCH 5 - PROGRESS: at 51.78% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:42,730 : INFO : EPOCH 5 - PROGRESS: at 51.87% examples, 208767 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:43,772 : INFO : EPOCH 5 - PROGRESS: at 51.99% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:44,774 : INFO : EPOCH 5 - PROGRESS: at 52.12% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:45,789 : INFO : EPOCH 5 - PROGRESS: at 52.22% examples, 208774 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:46,871 : INFO : EPOCH 5 - PROGRESS: at 52.36% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:47,883 : INFO : EPOCH 5 - PROGRESS: at 52.49% examples, 208767 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:16:48,904 : INFO : EPOCH 5 - PROGRESS: at 52.61% examples, 208773 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:49,970 : INFO : EPOCH 5 - PROGRESS: at 52.74% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:50,989 : INFO : EPOCH 5 - PROGRESS: at 52.85% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:52,058 : INFO : EPOCH 5 - PROGRESS: at 52.97% examples, 208755 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:16:53,060 : INFO : EPOCH 5 - PROGRESS: at 53.08% examples, 208768 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:16:54,062 : INFO : EPOCH 5 - PROGRESS: at 53.20% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:55,073 : INFO : EPOCH 5 - PROGRESS: at 53.30% examples, 208768 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:56,088 : INFO : EPOCH 5 - PROGRESS: at 53.41% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:57,094 : INFO : EPOCH 5 - PROGRESS: at 53.54% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:58,122 : INFO : EPOCH 5 - PROGRESS: at 53.66% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:16:59,127 : INFO : EPOCH 5 - PROGRESS: at 53.78% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:00,134 : INFO : EPOCH 5 - PROGRESS: at 53.90% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:01,181 : INFO : EPOCH 5 - PROGRESS: at 54.00% examples, 208773 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:02,181 : INFO : EPOCH 5 - PROGRESS: at 54.11% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:03,189 : INFO : EPOCH 5 - PROGRESS: at 54.23% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:04,230 : INFO : EPOCH 5 - PROGRESS: at 54.35% examples, 208779 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:05,233 : INFO : EPOCH 5 - PROGRESS: at 54.45% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:06,283 : INFO : EPOCH 5 - PROGRESS: at 54.57% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:07,288 : INFO : EPOCH 5 - PROGRESS: at 54.69% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:08,296 : INFO : EPOCH 5 - PROGRESS: at 54.79% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:09,353 : INFO : EPOCH 5 - PROGRESS: at 54.91% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:10,359 : INFO : EPOCH 5 - PROGRESS: at 55.02% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:11,410 : INFO : EPOCH 5 - PROGRESS: at 55.12% examples, 208788 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:12,424 : INFO : EPOCH 5 - PROGRESS: at 55.24% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:13,424 : INFO : EPOCH 5 - PROGRESS: at 55.34% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:14,455 : INFO : EPOCH 5 - PROGRESS: at 55.45% examples, 208790 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:17:15,503 : INFO : EPOCH 5 - PROGRESS: at 55.56% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:16,504 : INFO : EPOCH 5 - PROGRESS: at 55.68% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:17,530 : INFO : EPOCH 5 - PROGRESS: at 55.78% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:18,536 : INFO : EPOCH 5 - PROGRESS: at 55.89% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:19,587 : INFO : EPOCH 5 - PROGRESS: at 56.02% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:20,594 : INFO : EPOCH 5 - PROGRESS: at 56.14% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:21,610 : INFO : EPOCH 5 - PROGRESS: at 56.25% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:22,617 : INFO : EPOCH 5 - PROGRESS: at 56.36% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:23,621 : INFO : EPOCH 5 - PROGRESS: at 56.47% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:24,629 : INFO : EPOCH 5 - PROGRESS: at 56.58% examples, 208795 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:25,678 : INFO : EPOCH 5 - PROGRESS: at 56.69% examples, 208775 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:17:26,699 : INFO : EPOCH 5 - PROGRESS: at 56.81% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:27,753 : INFO : EPOCH 5 - PROGRESS: at 56.92% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:28,782 : INFO : EPOCH 5 - PROGRESS: at 57.05% examples, 208782 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:17:29,786 : INFO : EPOCH 5 - PROGRESS: at 57.17% examples, 208783 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:17:30,812 : INFO : EPOCH 5 - PROGRESS: at 57.29% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:31,827 : INFO : EPOCH 5 - PROGRESS: at 57.38% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:32,860 : INFO : EPOCH 5 - PROGRESS: at 57.49% examples, 208793 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:17:33,863 : INFO : EPOCH 5 - PROGRESS: at 57.61% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:34,910 : INFO : EPOCH 5 - PROGRESS: at 57.72% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:35,914 : INFO : EPOCH 5 - PROGRESS: at 57.82% examples, 208786 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:36,949 : INFO : EPOCH 5 - PROGRESS: at 57.93% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:37,950 : INFO : EPOCH 5 - PROGRESS: at 58.03% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:38,978 : INFO : EPOCH 5 - PROGRESS: at 58.15% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:39,993 : INFO : EPOCH 5 - PROGRESS: at 58.27% examples, 208795 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:40,994 : INFO : EPOCH 5 - PROGRESS: at 58.39% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:42,002 : INFO : EPOCH 5 - PROGRESS: at 58.51% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:43,073 : INFO : EPOCH 5 - PROGRESS: at 58.64% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:44,133 : INFO : EPOCH 5 - PROGRESS: at 58.74% examples, 208796 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:45,145 : INFO : EPOCH 5 - PROGRESS: at 58.86% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:46,173 : INFO : EPOCH 5 - PROGRESS: at 58.96% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:47,174 : INFO : EPOCH 5 - PROGRESS: at 59.08% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:48,181 : INFO : EPOCH 5 - PROGRESS: at 59.18% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:49,208 : INFO : EPOCH 5 - PROGRESS: at 59.28% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:50,212 : INFO : EPOCH 5 - PROGRESS: at 59.40% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:51,221 : INFO : EPOCH 5 - PROGRESS: at 59.50% examples, 208734 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:52,229 : INFO : EPOCH 5 - PROGRESS: at 59.61% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:53,257 : INFO : EPOCH 5 - PROGRESS: at 59.70% examples, 208605 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:54,312 : INFO : EPOCH 5 - PROGRESS: at 59.82% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:55,341 : INFO : EPOCH 5 - PROGRESS: at 59.93% examples, 208604 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:56,376 : INFO : EPOCH 5 - PROGRESS: at 60.05% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:57,390 : INFO : EPOCH 5 - PROGRESS: at 60.17% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:58,427 : INFO : EPOCH 5 - PROGRESS: at 60.27% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:17:59,454 : INFO : EPOCH 5 - PROGRESS: at 60.39% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:00,491 : INFO : EPOCH 5 - PROGRESS: at 60.51% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:01,503 : INFO : EPOCH 5 - PROGRESS: at 60.64% examples, 208603 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:18:02,578 : INFO : EPOCH 5 - PROGRESS: at 60.76% examples, 208591 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:18:03,580 : INFO : EPOCH 5 - PROGRESS: at 60.90% examples, 208612 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:04,593 : INFO : EPOCH 5 - PROGRESS: at 61.02% examples, 208603 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:05,696 : INFO : EPOCH 5 - PROGRESS: at 61.14% examples, 208595 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:18:06,712 : INFO : EPOCH 5 - PROGRESS: at 61.26% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:07,756 : INFO : EPOCH 5 - PROGRESS: at 61.37% examples, 208604 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:08,771 : INFO : EPOCH 5 - PROGRESS: at 61.47% examples, 208598 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:09,810 : INFO : EPOCH 5 - PROGRESS: at 61.59% examples, 208612 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:10,828 : INFO : EPOCH 5 - PROGRESS: at 61.72% examples, 208605 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:11,882 : INFO : EPOCH 5 - PROGRESS: at 61.86% examples, 208606 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:18:12,890 : INFO : EPOCH 5 - PROGRESS: at 61.98% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:13,905 : INFO : EPOCH 5 - PROGRESS: at 62.11% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:14,964 : INFO : EPOCH 5 - PROGRESS: at 62.22% examples, 208605 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:15,971 : INFO : EPOCH 5 - PROGRESS: at 62.34% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:17,004 : INFO : EPOCH 5 - PROGRESS: at 62.46% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:18,023 : INFO : EPOCH 5 - PROGRESS: at 62.58% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:19,124 : INFO : EPOCH 5 - PROGRESS: at 62.70% examples, 208603 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:20,125 : INFO : EPOCH 5 - PROGRESS: at 62.83% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:21,126 : INFO : EPOCH 5 - PROGRESS: at 62.95% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:22,127 : INFO : EPOCH 5 - PROGRESS: at 63.07% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:23,185 : INFO : EPOCH 5 - PROGRESS: at 63.18% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:24,187 : INFO : EPOCH 5 - PROGRESS: at 63.28% examples, 208623 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:25,201 : INFO : EPOCH 5 - PROGRESS: at 63.39% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:26,221 : INFO : EPOCH 5 - PROGRESS: at 63.50% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:27,257 : INFO : EPOCH 5 - PROGRESS: at 63.61% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:28,304 : INFO : EPOCH 5 - PROGRESS: at 63.73% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:29,329 : INFO : EPOCH 5 - PROGRESS: at 63.83% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:30,364 : INFO : EPOCH 5 - PROGRESS: at 63.94% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:31,372 : INFO : EPOCH 5 - PROGRESS: at 64.05% examples, 208626 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:32,394 : INFO : EPOCH 5 - PROGRESS: at 64.17% examples, 208623 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:33,433 : INFO : EPOCH 5 - PROGRESS: at 64.25% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:34,464 : INFO : EPOCH 5 - PROGRESS: at 64.38% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:35,474 : INFO : EPOCH 5 - PROGRESS: at 64.50% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:36,477 : INFO : EPOCH 5 - PROGRESS: at 64.59% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:37,520 : INFO : EPOCH 5 - PROGRESS: at 64.71% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:38,571 : INFO : EPOCH 5 - PROGRESS: at 64.83% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:39,587 : INFO : EPOCH 5 - PROGRESS: at 64.94% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:40,645 : INFO : EPOCH 5 - PROGRESS: at 65.07% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:41,661 : INFO : EPOCH 5 - PROGRESS: at 65.19% examples, 208639 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:42,715 : INFO : EPOCH 5 - PROGRESS: at 65.31% examples, 208627 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:43,725 : INFO : EPOCH 5 - PROGRESS: at 65.44% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:44,738 : INFO : EPOCH 5 - PROGRESS: at 65.54% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:45,788 : INFO : EPOCH 5 - PROGRESS: at 65.64% examples, 208631 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:18:46,820 : INFO : EPOCH 5 - PROGRESS: at 65.77% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:47,832 : INFO : EPOCH 5 - PROGRESS: at 65.89% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:48,852 : INFO : EPOCH 5 - PROGRESS: at 65.99% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:49,889 : INFO : EPOCH 5 - PROGRESS: at 66.11% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:50,934 : INFO : EPOCH 5 - PROGRESS: at 66.23% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:51,955 : INFO : EPOCH 5 - PROGRESS: at 66.35% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:52,962 : INFO : EPOCH 5 - PROGRESS: at 66.48% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:53,969 : INFO : EPOCH 5 - PROGRESS: at 66.59% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:54,977 : INFO : EPOCH 5 - PROGRESS: at 66.69% examples, 208639 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:56,000 : INFO : EPOCH 5 - PROGRESS: at 66.80% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:57,002 : INFO : EPOCH 5 - PROGRESS: at 66.92% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:58,035 : INFO : EPOCH 5 - PROGRESS: at 67.04% examples, 208642 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:18:59,043 : INFO : EPOCH 5 - PROGRESS: at 67.15% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:00,154 : INFO : EPOCH 5 - PROGRESS: at 67.29% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:01,161 : INFO : EPOCH 5 - PROGRESS: at 67.40% examples, 208640 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:19:02,168 : INFO : EPOCH 5 - PROGRESS: at 67.52% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:03,183 : INFO : EPOCH 5 - PROGRESS: at 67.63% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:04,206 : INFO : EPOCH 5 - PROGRESS: at 67.74% examples, 208643 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:19:05,236 : INFO : EPOCH 5 - PROGRESS: at 67.85% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:06,244 : INFO : EPOCH 5 - PROGRESS: at 67.96% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:07,300 : INFO : EPOCH 5 - PROGRESS: at 68.08% examples, 208638 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:08,353 : INFO : EPOCH 5 - PROGRESS: at 68.21% examples, 208638 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:09,376 : INFO : EPOCH 5 - PROGRESS: at 68.34% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:10,412 : INFO : EPOCH 5 - PROGRESS: at 68.44% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:11,430 : INFO : EPOCH 5 - PROGRESS: at 68.55% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:12,470 : INFO : EPOCH 5 - PROGRESS: at 68.67% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:13,497 : INFO : EPOCH 5 - PROGRESS: at 68.80% examples, 208655 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:19:14,531 : INFO : EPOCH 5 - PROGRESS: at 68.90% examples, 208652 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:19:15,535 : INFO : EPOCH 5 - PROGRESS: at 69.00% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:16,580 : INFO : EPOCH 5 - PROGRESS: at 69.11% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:17,582 : INFO : EPOCH 5 - PROGRESS: at 69.21% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:18,666 : INFO : EPOCH 5 - PROGRESS: at 69.34% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:19,697 : INFO : EPOCH 5 - PROGRESS: at 69.46% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:20,733 : INFO : EPOCH 5 - PROGRESS: at 69.59% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:21,777 : INFO : EPOCH 5 - PROGRESS: at 69.70% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:22,796 : INFO : EPOCH 5 - PROGRESS: at 69.82% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:23,831 : INFO : EPOCH 5 - PROGRESS: at 69.93% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:24,895 : INFO : EPOCH 5 - PROGRESS: at 70.05% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:25,946 : INFO : EPOCH 5 - PROGRESS: at 70.17% examples, 208652 words/s, in_qsize 7, out_qsize 1
2020-07-17 01:19:27,031 : INFO : EPOCH 5 - PROGRESS: at 70.29% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:28,043 : INFO : EPOCH 5 - PROGRESS: at 70.40% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:29,046 : INFO : EPOCH 5 - PROGRESS: at 70.52% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:30,081 : INFO : EPOCH 5 - PROGRESS: at 70.65% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:31,141 : INFO : EPOCH 5 - PROGRESS: at 70.76% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:32,195 : INFO : EPOCH 5 - PROGRESS: at 70.88% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:33,222 : INFO : EPOCH 5 - PROGRESS: at 70.99% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:34,243 : INFO : EPOCH 5 - PROGRESS: at 71.11% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:35,286 : INFO : EPOCH 5 - PROGRESS: at 71.23% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:36,314 : INFO : EPOCH 5 - PROGRESS: at 71.33% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:37,349 : INFO : EPOCH 5 - PROGRESS: at 71.43% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:38,367 : INFO : EPOCH 5 - PROGRESS: at 71.55% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:39,397 : INFO : EPOCH 5 - PROGRESS: at 71.67% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:40,402 : INFO : EPOCH 5 - PROGRESS: at 71.79% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:41,442 : INFO : EPOCH 5 - PROGRESS: at 71.90% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:42,514 : INFO : EPOCH 5 - PROGRESS: at 72.03% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:43,587 : INFO : EPOCH 5 - PROGRESS: at 72.14% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:44,602 : INFO : EPOCH 5 - PROGRESS: at 72.26% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:45,695 : INFO : EPOCH 5 - PROGRESS: at 72.39% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:46,725 : INFO : EPOCH 5 - PROGRESS: at 72.49% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:47,808 : INFO : EPOCH 5 - PROGRESS: at 72.61% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:48,827 : INFO : EPOCH 5 - PROGRESS: at 72.73% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:49,828 : INFO : EPOCH 5 - PROGRESS: at 72.85% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:50,867 : INFO : EPOCH 5 - PROGRESS: at 72.97% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:51,881 : INFO : EPOCH 5 - PROGRESS: at 73.11% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:52,922 : INFO : EPOCH 5 - PROGRESS: at 73.23% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:53,953 : INFO : EPOCH 5 - PROGRESS: at 73.34% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:54,969 : INFO : EPOCH 5 - PROGRESS: at 73.47% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:56,032 : INFO : EPOCH 5 - PROGRESS: at 73.60% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:57,041 : INFO : EPOCH 5 - PROGRESS: at 73.70% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:58,068 : INFO : EPOCH 5 - PROGRESS: at 73.81% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:19:59,106 : INFO : EPOCH 5 - PROGRESS: at 73.92% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:00,141 : INFO : EPOCH 5 - PROGRESS: at 74.04% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:01,248 : INFO : EPOCH 5 - PROGRESS: at 74.15% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:02,269 : INFO : EPOCH 5 - PROGRESS: at 74.26% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:03,270 : INFO : EPOCH 5 - PROGRESS: at 74.38% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:04,285 : INFO : EPOCH 5 - PROGRESS: at 74.50% examples, 208686 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:05,300 : INFO : EPOCH 5 - PROGRESS: at 74.62% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:06,312 : INFO : EPOCH 5 - PROGRESS: at 74.74% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:07,328 : INFO : EPOCH 5 - PROGRESS: at 74.84% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:08,373 : INFO : EPOCH 5 - PROGRESS: at 74.98% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:09,401 : INFO : EPOCH 5 - PROGRESS: at 75.09% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:10,470 : INFO : EPOCH 5 - PROGRESS: at 75.20% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:11,477 : INFO : EPOCH 5 - PROGRESS: at 75.31% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:12,566 : INFO : EPOCH 5 - PROGRESS: at 75.42% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:13,580 : INFO : EPOCH 5 - PROGRESS: at 75.55% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:14,626 : INFO : EPOCH 5 - PROGRESS: at 75.67% examples, 208676 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:15,655 : INFO : EPOCH 5 - PROGRESS: at 75.79% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:16,718 : INFO : EPOCH 5 - PROGRESS: at 75.90% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:17,727 : INFO : EPOCH 5 - PROGRESS: at 76.03% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:18,804 : INFO : EPOCH 5 - PROGRESS: at 76.14% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:19,833 : INFO : EPOCH 5 - PROGRESS: at 76.26% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:20,836 : INFO : EPOCH 5 - PROGRESS: at 76.38% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:21,866 : INFO : EPOCH 5 - PROGRESS: at 76.51% examples, 208675 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:20:22,907 : INFO : EPOCH 5 - PROGRESS: at 76.60% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:23,912 : INFO : EPOCH 5 - PROGRESS: at 76.72% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:24,928 : INFO : EPOCH 5 - PROGRESS: at 76.84% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:25,929 : INFO : EPOCH 5 - PROGRESS: at 76.94% examples, 208681 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:20:26,939 : INFO : EPOCH 5 - PROGRESS: at 77.05% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:27,974 : INFO : EPOCH 5 - PROGRESS: at 77.17% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:29,014 : INFO : EPOCH 5 - PROGRESS: at 77.27% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:30,080 : INFO : EPOCH 5 - PROGRESS: at 77.38% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:31,126 : INFO : EPOCH 5 - PROGRESS: at 77.51% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:32,146 : INFO : EPOCH 5 - PROGRESS: at 77.61% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:33,187 : INFO : EPOCH 5 - PROGRESS: at 77.72% examples, 208676 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:34,251 : INFO : EPOCH 5 - PROGRESS: at 77.83% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:35,282 : INFO : EPOCH 5 - PROGRESS: at 77.95% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:36,284 : INFO : EPOCH 5 - PROGRESS: at 78.07% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:37,293 : INFO : EPOCH 5 - PROGRESS: at 78.20% examples, 208686 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:20:38,299 : INFO : EPOCH 5 - PROGRESS: at 78.31% examples, 208686 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:39,313 : INFO : EPOCH 5 - PROGRESS: at 78.43% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:40,371 : INFO : EPOCH 5 - PROGRESS: at 78.55% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:41,378 : INFO : EPOCH 5 - PROGRESS: at 78.68% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:42,396 : INFO : EPOCH 5 - PROGRESS: at 78.79% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:43,397 : INFO : EPOCH 5 - PROGRESS: at 78.91% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:44,402 : INFO : EPOCH 5 - PROGRESS: at 79.03% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:45,442 : INFO : EPOCH 5 - PROGRESS: at 79.17% examples, 208676 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:46,473 : INFO : EPOCH 5 - PROGRESS: at 79.29% examples, 208690 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:20:47,488 : INFO : EPOCH 5 - PROGRESS: at 79.39% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:48,496 : INFO : EPOCH 5 - PROGRESS: at 79.52% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:49,563 : INFO : EPOCH 5 - PROGRESS: at 79.63% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:50,588 : INFO : EPOCH 5 - PROGRESS: at 79.74% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:51,597 : INFO : EPOCH 5 - PROGRESS: at 79.85% examples, 208687 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:20:52,617 : INFO : EPOCH 5 - PROGRESS: at 79.98% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:53,641 : INFO : EPOCH 5 - PROGRESS: at 80.09% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:54,650 : INFO : EPOCH 5 - PROGRESS: at 80.19% examples, 208693 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:20:55,682 : INFO : EPOCH 5 - PROGRESS: at 80.29% examples, 208692 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:56,715 : INFO : EPOCH 5 - PROGRESS: at 80.40% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:57,718 : INFO : EPOCH 5 - PROGRESS: at 80.50% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:58,741 : INFO : EPOCH 5 - PROGRESS: at 80.64% examples, 208686 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:20:59,782 : INFO : EPOCH 5 - PROGRESS: at 80.74% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:00,818 : INFO : EPOCH 5 - PROGRESS: at 80.87% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:01,897 : INFO : EPOCH 5 - PROGRESS: at 80.98% examples, 208679 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:21:02,909 : INFO : EPOCH 5 - PROGRESS: at 81.09% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:03,927 : INFO : EPOCH 5 - PROGRESS: at 81.21% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:04,942 : INFO : EPOCH 5 - PROGRESS: at 81.32% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:05,980 : INFO : EPOCH 5 - PROGRESS: at 81.45% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:07,001 : INFO : EPOCH 5 - PROGRESS: at 81.55% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:08,030 : INFO : EPOCH 5 - PROGRESS: at 81.67% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:09,124 : INFO : EPOCH 5 - PROGRESS: at 81.77% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:10,194 : INFO : EPOCH 5 - PROGRESS: at 81.88% examples, 208691 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:21:11,285 : INFO : EPOCH 5 - PROGRESS: at 82.03% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:12,326 : INFO : EPOCH 5 - PROGRESS: at 82.16% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:13,375 : INFO : EPOCH 5 - PROGRESS: at 82.27% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:14,382 : INFO : EPOCH 5 - PROGRESS: at 82.40% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:15,394 : INFO : EPOCH 5 - PROGRESS: at 82.50% examples, 208698 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:21:16,427 : INFO : EPOCH 5 - PROGRESS: at 82.65% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:17,464 : INFO : EPOCH 5 - PROGRESS: at 82.77% examples, 208690 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:21:18,471 : INFO : EPOCH 5 - PROGRESS: at 82.88% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:19,509 : INFO : EPOCH 5 - PROGRESS: at 82.98% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:20,510 : INFO : EPOCH 5 - PROGRESS: at 83.09% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:21,547 : INFO : EPOCH 5 - PROGRESS: at 83.20% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:22,554 : INFO : EPOCH 5 - PROGRESS: at 83.31% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:23,565 : INFO : EPOCH 5 - PROGRESS: at 83.41% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:24,577 : INFO : EPOCH 5 - PROGRESS: at 83.53% examples, 208703 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:21:25,609 : INFO : EPOCH 5 - PROGRESS: at 83.65% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:26,624 : INFO : EPOCH 5 - PROGRESS: at 83.78% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:27,659 : INFO : EPOCH 5 - PROGRESS: at 83.89% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:28,675 : INFO : EPOCH 5 - PROGRESS: at 84.00% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:29,688 : INFO : EPOCH 5 - PROGRESS: at 84.11% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:30,715 : INFO : EPOCH 5 - PROGRESS: at 84.20% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:31,720 : INFO : EPOCH 5 - PROGRESS: at 84.32% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:32,741 : INFO : EPOCH 5 - PROGRESS: at 84.43% examples, 208696 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:21:33,745 : INFO : EPOCH 5 - PROGRESS: at 84.55% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:34,755 : INFO : EPOCH 5 - PROGRESS: at 84.67% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:35,764 : INFO : EPOCH 5 - PROGRESS: at 84.78% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:36,768 : INFO : EPOCH 5 - PROGRESS: at 84.88% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:37,782 : INFO : EPOCH 5 - PROGRESS: at 84.99% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:38,790 : INFO : EPOCH 5 - PROGRESS: at 85.09% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:39,872 : INFO : EPOCH 5 - PROGRESS: at 85.22% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:40,880 : INFO : EPOCH 5 - PROGRESS: at 85.33% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:41,916 : INFO : EPOCH 5 - PROGRESS: at 85.45% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:42,966 : INFO : EPOCH 5 - PROGRESS: at 85.58% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:43,997 : INFO : EPOCH 5 - PROGRESS: at 85.70% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:45,053 : INFO : EPOCH 5 - PROGRESS: at 85.82% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:46,061 : INFO : EPOCH 5 - PROGRESS: at 85.95% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:47,095 : INFO : EPOCH 5 - PROGRESS: at 86.07% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:48,133 : INFO : EPOCH 5 - PROGRESS: at 86.18% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:49,157 : INFO : EPOCH 5 - PROGRESS: at 86.28% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:50,188 : INFO : EPOCH 5 - PROGRESS: at 86.38% examples, 208707 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:21:51,249 : INFO : EPOCH 5 - PROGRESS: at 86.49% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:52,284 : INFO : EPOCH 5 - PROGRESS: at 86.60% examples, 208712 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:53,298 : INFO : EPOCH 5 - PROGRESS: at 86.72% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:54,304 : INFO : EPOCH 5 - PROGRESS: at 86.82% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:55,346 : INFO : EPOCH 5 - PROGRESS: at 86.94% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:56,381 : INFO : EPOCH 5 - PROGRESS: at 87.05% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:57,453 : INFO : EPOCH 5 - PROGRESS: at 87.17% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:58,532 : INFO : EPOCH 5 - PROGRESS: at 87.28% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:21:59,588 : INFO : EPOCH 5 - PROGRESS: at 87.39% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:00,589 : INFO : EPOCH 5 - PROGRESS: at 87.52% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:01,627 : INFO : EPOCH 5 - PROGRESS: at 87.64% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:02,636 : INFO : EPOCH 5 - PROGRESS: at 87.73% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:03,637 : INFO : EPOCH 5 - PROGRESS: at 87.83% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:04,671 : INFO : EPOCH 5 - PROGRESS: at 87.94% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:05,689 : INFO : EPOCH 5 - PROGRESS: at 88.07% examples, 208716 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:06,783 : INFO : EPOCH 5 - PROGRESS: at 88.21% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:07,803 : INFO : EPOCH 5 - PROGRESS: at 88.31% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:08,860 : INFO : EPOCH 5 - PROGRESS: at 88.44% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:09,884 : INFO : EPOCH 5 - PROGRESS: at 88.55% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:10,928 : INFO : EPOCH 5 - PROGRESS: at 88.67% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:11,956 : INFO : EPOCH 5 - PROGRESS: at 88.77% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:12,979 : INFO : EPOCH 5 - PROGRESS: at 88.89% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:14,058 : INFO : EPOCH 5 - PROGRESS: at 89.02% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:15,115 : INFO : EPOCH 5 - PROGRESS: at 89.14% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:16,117 : INFO : EPOCH 5 - PROGRESS: at 89.24% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:17,174 : INFO : EPOCH 5 - PROGRESS: at 89.34% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:18,244 : INFO : EPOCH 5 - PROGRESS: at 89.49% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:19,256 : INFO : EPOCH 5 - PROGRESS: at 89.58% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:20,292 : INFO : EPOCH 5 - PROGRESS: at 89.67% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:21,296 : INFO : EPOCH 5 - PROGRESS: at 89.78% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:22,329 : INFO : EPOCH 5 - PROGRESS: at 89.88% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:23,369 : INFO : EPOCH 5 - PROGRESS: at 89.98% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:24,395 : INFO : EPOCH 5 - PROGRESS: at 90.06% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:25,479 : INFO : EPOCH 5 - PROGRESS: at 90.19% examples, 208580 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:26,514 : INFO : EPOCH 5 - PROGRESS: at 90.31% examples, 208584 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:27,539 : INFO : EPOCH 5 - PROGRESS: at 90.43% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:28,544 : INFO : EPOCH 5 - PROGRESS: at 90.54% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:29,561 : INFO : EPOCH 5 - PROGRESS: at 90.66% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:30,568 : INFO : EPOCH 5 - PROGRESS: at 90.77% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:31,578 : INFO : EPOCH 5 - PROGRESS: at 90.90% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:32,590 : INFO : EPOCH 5 - PROGRESS: at 90.99% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:33,608 : INFO : EPOCH 5 - PROGRESS: at 91.09% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:34,615 : INFO : EPOCH 5 - PROGRESS: at 91.22% examples, 208596 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:35,663 : INFO : EPOCH 5 - PROGRESS: at 91.34% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:36,734 : INFO : EPOCH 5 - PROGRESS: at 91.45% examples, 208588 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:37,736 : INFO : EPOCH 5 - PROGRESS: at 91.55% examples, 208598 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:22:38,776 : INFO : EPOCH 5 - PROGRESS: at 91.67% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:39,824 : INFO : EPOCH 5 - PROGRESS: at 91.77% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:40,856 : INFO : EPOCH 5 - PROGRESS: at 91.89% examples, 208593 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:22:41,862 : INFO : EPOCH 5 - PROGRESS: at 91.99% examples, 208596 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:42,874 : INFO : EPOCH 5 - PROGRESS: at 92.11% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:43,893 : INFO : EPOCH 5 - PROGRESS: at 92.25% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:44,911 : INFO : EPOCH 5 - PROGRESS: at 92.36% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:45,936 : INFO : EPOCH 5 - PROGRESS: at 92.46% examples, 208596 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:46,938 : INFO : EPOCH 5 - PROGRESS: at 92.58% examples, 208603 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:47,991 : INFO : EPOCH 5 - PROGRESS: at 92.69% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:49,025 : INFO : EPOCH 5 - PROGRESS: at 92.81% examples, 208599 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:22:50,094 : INFO : EPOCH 5 - PROGRESS: at 92.90% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:51,178 : INFO : EPOCH 5 - PROGRESS: at 93.02% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:52,198 : INFO : EPOCH 5 - PROGRESS: at 93.14% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:53,281 : INFO : EPOCH 5 - PROGRESS: at 93.25% examples, 208587 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:54,306 : INFO : EPOCH 5 - PROGRESS: at 93.37% examples, 208605 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:55,315 : INFO : EPOCH 5 - PROGRESS: at 93.50% examples, 208606 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:56,339 : INFO : EPOCH 5 - PROGRESS: at 93.61% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:57,343 : INFO : EPOCH 5 - PROGRESS: at 93.72% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:58,366 : INFO : EPOCH 5 - PROGRESS: at 93.82% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:22:59,415 : INFO : EPOCH 5 - PROGRESS: at 93.93% examples, 208601 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:00,477 : INFO : EPOCH 5 - PROGRESS: at 94.07% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:01,526 : INFO : EPOCH 5 - PROGRESS: at 94.20% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:02,550 : INFO : EPOCH 5 - PROGRESS: at 94.32% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:03,561 : INFO : EPOCH 5 - PROGRESS: at 94.43% examples, 208606 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:04,612 : INFO : EPOCH 5 - PROGRESS: at 94.55% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:05,619 : INFO : EPOCH 5 - PROGRESS: at 94.65% examples, 208611 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:06,691 : INFO : EPOCH 5 - PROGRESS: at 94.77% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:07,693 : INFO : EPOCH 5 - PROGRESS: at 94.89% examples, 208606 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:23:08,703 : INFO : EPOCH 5 - PROGRESS: at 94.98% examples, 208612 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:09,726 : INFO : EPOCH 5 - PROGRESS: at 95.09% examples, 208613 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:23:10,754 : INFO : EPOCH 5 - PROGRESS: at 95.19% examples, 208606 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:11,794 : INFO : EPOCH 5 - PROGRESS: at 95.29% examples, 208606 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:12,801 : INFO : EPOCH 5 - PROGRESS: at 95.41% examples, 208611 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:13,823 : INFO : EPOCH 5 - PROGRESS: at 95.53% examples, 208606 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:14,876 : INFO : EPOCH 5 - PROGRESS: at 95.66% examples, 208611 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:15,935 : INFO : EPOCH 5 - PROGRESS: at 95.78% examples, 208604 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:16,990 : INFO : EPOCH 5 - PROGRESS: at 95.90% examples, 208608 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:18,050 : INFO : EPOCH 5 - PROGRESS: at 96.02% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:19,058 : INFO : EPOCH 5 - PROGRESS: at 96.14% examples, 208619 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:23:20,081 : INFO : EPOCH 5 - PROGRESS: at 96.24% examples, 208616 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:21,091 : INFO : EPOCH 5 - PROGRESS: at 96.38% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:22,109 : INFO : EPOCH 5 - PROGRESS: at 96.47% examples, 208616 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:23,143 : INFO : EPOCH 5 - PROGRESS: at 96.60% examples, 208612 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:23:24,155 : INFO : EPOCH 5 - PROGRESS: at 96.73% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:25,202 : INFO : EPOCH 5 - PROGRESS: at 96.83% examples, 208613 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:26,223 : INFO : EPOCH 5 - PROGRESS: at 96.94% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:27,227 : INFO : EPOCH 5 - PROGRESS: at 97.05% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:28,229 : INFO : EPOCH 5 - PROGRESS: at 97.17% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:29,260 : INFO : EPOCH 5 - PROGRESS: at 97.27% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:30,336 : INFO : EPOCH 5 - PROGRESS: at 97.40% examples, 208616 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:31,419 : INFO : EPOCH 5 - PROGRESS: at 97.52% examples, 208614 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:32,443 : INFO : EPOCH 5 - PROGRESS: at 97.65% examples, 208610 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:33,503 : INFO : EPOCH 5 - PROGRESS: at 97.77% examples, 208610 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:34,506 : INFO : EPOCH 5 - PROGRESS: at 97.88% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:35,516 : INFO : EPOCH 5 - PROGRESS: at 97.98% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:36,552 : INFO : EPOCH 5 - PROGRESS: at 98.12% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:37,562 : INFO : EPOCH 5 - PROGRESS: at 98.21% examples, 208612 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:38,564 : INFO : EPOCH 5 - PROGRESS: at 98.32% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:39,586 : INFO : EPOCH 5 - PROGRESS: at 98.42% examples, 208616 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:40,598 : INFO : EPOCH 5 - PROGRESS: at 98.55% examples, 208623 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:41,613 : INFO : EPOCH 5 - PROGRESS: at 98.65% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:42,676 : INFO : EPOCH 5 - PROGRESS: at 98.78% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:43,682 : INFO : EPOCH 5 - PROGRESS: at 98.88% examples, 208627 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:44,684 : INFO : EPOCH 5 - PROGRESS: at 98.98% examples, 208622 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:23:45,723 : INFO : EPOCH 5 - PROGRESS: at 99.10% examples, 208626 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:46,781 : INFO : EPOCH 5 - PROGRESS: at 99.21% examples, 208616 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:23:47,784 : INFO : EPOCH 5 - PROGRESS: at 99.33% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:48,832 : INFO : EPOCH 5 - PROGRESS: at 99.45% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:49,889 : INFO : EPOCH 5 - PROGRESS: at 99.54% examples, 208620 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:50,935 : INFO : EPOCH 5 - PROGRESS: at 99.65% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:51,986 : INFO : EPOCH 5 - PROGRESS: at 99.77% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:53,014 : INFO : EPOCH 5 - PROGRESS: at 99.88% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:54,041 : INFO : EPOCH 5 - PROGRESS: at 99.99% examples, 208627 words/s, in_qsize 4, out_qsize 0
2020-07-17 01:23:54,056 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 01:23:54,062 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 01:23:54,088 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 01:23:54,104 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 01:23:54,105 : INFO : EPOCH - 5 : training on 248038538 raw words (187750491 effective words) took 899.9s, 208638 effective words/s
2020-07-17 01:23:55,156 : INFO : EPOCH 6 - PROGRESS: at 0.11% examples, 191456 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:23:56,192 : INFO : EPOCH 6 - PROGRESS: at 0.23% examples, 202912 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:57,217 : INFO : EPOCH 6 - PROGRESS: at 0.33% examples, 202762 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:58,270 : INFO : EPOCH 6 - PROGRESS: at 0.43% examples, 205023 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:23:59,305 : INFO : EPOCH 6 - PROGRESS: at 0.56% examples, 205493 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:00,402 : INFO : EPOCH 6 - PROGRESS: at 0.66% examples, 205135 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:01,449 : INFO : EPOCH 6 - PROGRESS: at 0.77% examples, 206290 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:02,457 : INFO : EPOCH 6 - PROGRESS: at 0.87% examples, 206659 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:03,470 : INFO : EPOCH 6 - PROGRESS: at 1.00% examples, 207588 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:04,493 : INFO : EPOCH 6 - PROGRESS: at 1.12% examples, 208004 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:05,575 : INFO : EPOCH 6 - PROGRESS: at 1.24% examples, 207686 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:06,607 : INFO : EPOCH 6 - PROGRESS: at 1.35% examples, 207938 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:24:07,675 : INFO : EPOCH 6 - PROGRESS: at 1.46% examples, 208016 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:08,693 : INFO : EPOCH 6 - PROGRESS: at 1.59% examples, 208581 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:09,719 : INFO : EPOCH 6 - PROGRESS: at 1.70% examples, 208198 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:10,738 : INFO : EPOCH 6 - PROGRESS: at 1.81% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:11,749 : INFO : EPOCH 6 - PROGRESS: at 1.92% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:12,754 : INFO : EPOCH 6 - PROGRESS: at 2.02% examples, 208513 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:13,759 : INFO : EPOCH 6 - PROGRESS: at 2.14% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:14,762 : INFO : EPOCH 6 - PROGRESS: at 2.25% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:15,779 : INFO : EPOCH 6 - PROGRESS: at 2.35% examples, 208901 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:16,839 : INFO : EPOCH 6 - PROGRESS: at 2.47% examples, 208686 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:17,855 : INFO : EPOCH 6 - PROGRESS: at 2.59% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:18,869 : INFO : EPOCH 6 - PROGRESS: at 2.71% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:19,870 : INFO : EPOCH 6 - PROGRESS: at 2.81% examples, 208562 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:20,960 : INFO : EPOCH 6 - PROGRESS: at 2.92% examples, 208512 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:21,968 : INFO : EPOCH 6 - PROGRESS: at 3.04% examples, 208736 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:24:23,010 : INFO : EPOCH 6 - PROGRESS: at 3.15% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:24,050 : INFO : EPOCH 6 - PROGRESS: at 3.27% examples, 208390 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:25,083 : INFO : EPOCH 6 - PROGRESS: at 3.38% examples, 208563 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:26,088 : INFO : EPOCH 6 - PROGRESS: at 3.50% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:27,096 : INFO : EPOCH 6 - PROGRESS: at 3.62% examples, 208795 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:28,112 : INFO : EPOCH 6 - PROGRESS: at 3.72% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:29,133 : INFO : EPOCH 6 - PROGRESS: at 3.83% examples, 208767 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:30,143 : INFO : EPOCH 6 - PROGRESS: at 3.94% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:31,176 : INFO : EPOCH 6 - PROGRESS: at 4.05% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:32,208 : INFO : EPOCH 6 - PROGRESS: at 4.17% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:33,219 : INFO : EPOCH 6 - PROGRESS: at 4.28% examples, 208914 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:34,241 : INFO : EPOCH 6 - PROGRESS: at 4.40% examples, 208843 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:35,284 : INFO : EPOCH 6 - PROGRESS: at 4.50% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:36,326 : INFO : EPOCH 6 - PROGRESS: at 4.63% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:37,335 : INFO : EPOCH 6 - PROGRESS: at 4.74% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:38,337 : INFO : EPOCH 6 - PROGRESS: at 4.85% examples, 208696 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:24:39,403 : INFO : EPOCH 6 - PROGRESS: at 4.96% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:40,410 : INFO : EPOCH 6 - PROGRESS: at 5.08% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:41,453 : INFO : EPOCH 6 - PROGRESS: at 5.20% examples, 208798 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:42,453 : INFO : EPOCH 6 - PROGRESS: at 5.33% examples, 208786 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:43,486 : INFO : EPOCH 6 - PROGRESS: at 5.45% examples, 208625 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:24:44,537 : INFO : EPOCH 6 - PROGRESS: at 5.58% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:45,624 : INFO : EPOCH 6 - PROGRESS: at 5.70% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:46,662 : INFO : EPOCH 6 - PROGRESS: at 5.82% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:47,727 : INFO : EPOCH 6 - PROGRESS: at 5.94% examples, 208736 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:48,753 : INFO : EPOCH 6 - PROGRESS: at 6.06% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:49,757 : INFO : EPOCH 6 - PROGRESS: at 6.16% examples, 208788 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:50,774 : INFO : EPOCH 6 - PROGRESS: at 6.27% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:51,784 : INFO : EPOCH 6 - PROGRESS: at 6.37% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:52,793 : INFO : EPOCH 6 - PROGRESS: at 6.48% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:53,829 : INFO : EPOCH 6 - PROGRESS: at 6.60% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:54,835 : INFO : EPOCH 6 - PROGRESS: at 6.71% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:55,886 : INFO : EPOCH 6 - PROGRESS: at 6.83% examples, 208716 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:56,960 : INFO : EPOCH 6 - PROGRESS: at 6.94% examples, 208734 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:58,023 : INFO : EPOCH 6 - PROGRESS: at 7.06% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:24:59,062 : INFO : EPOCH 6 - PROGRESS: at 7.20% examples, 208805 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:25:00,069 : INFO : EPOCH 6 - PROGRESS: at 7.31% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:01,172 : INFO : EPOCH 6 - PROGRESS: at 7.42% examples, 208734 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:02,180 : INFO : EPOCH 6 - PROGRESS: at 7.54% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:03,211 : INFO : EPOCH 6 - PROGRESS: at 7.65% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:04,262 : INFO : EPOCH 6 - PROGRESS: at 7.76% examples, 208771 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:05,265 : INFO : EPOCH 6 - PROGRESS: at 7.87% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:06,273 : INFO : EPOCH 6 - PROGRESS: at 7.99% examples, 208907 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:07,323 : INFO : EPOCH 6 - PROGRESS: at 8.10% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:08,348 : INFO : EPOCH 6 - PROGRESS: at 8.21% examples, 208876 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:09,357 : INFO : EPOCH 6 - PROGRESS: at 8.33% examples, 208915 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:10,410 : INFO : EPOCH 6 - PROGRESS: at 8.43% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:11,453 : INFO : EPOCH 6 - PROGRESS: at 8.55% examples, 208897 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:12,473 : INFO : EPOCH 6 - PROGRESS: at 8.66% examples, 208870 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:13,498 : INFO : EPOCH 6 - PROGRESS: at 8.78% examples, 208906 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:14,560 : INFO : EPOCH 6 - PROGRESS: at 8.90% examples, 208887 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:15,610 : INFO : EPOCH 6 - PROGRESS: at 9.01% examples, 208869 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:16,666 : INFO : EPOCH 6 - PROGRESS: at 9.13% examples, 208912 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:17,683 : INFO : EPOCH 6 - PROGRESS: at 9.24% examples, 208951 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:18,703 : INFO : EPOCH 6 - PROGRESS: at 9.34% examples, 208986 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:19,715 : INFO : EPOCH 6 - PROGRESS: at 9.47% examples, 209025 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:20,745 : INFO : EPOCH 6 - PROGRESS: at 9.58% examples, 208974 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:21,753 : INFO : EPOCH 6 - PROGRESS: at 9.72% examples, 208951 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:22,767 : INFO : EPOCH 6 - PROGRESS: at 9.83% examples, 208980 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:25:23,795 : INFO : EPOCH 6 - PROGRESS: at 9.96% examples, 208992 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:24,864 : INFO : EPOCH 6 - PROGRESS: at 10.08% examples, 208908 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:25,882 : INFO : EPOCH 6 - PROGRESS: at 10.21% examples, 209005 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:26,913 : INFO : EPOCH 6 - PROGRESS: at 10.33% examples, 208967 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:27,944 : INFO : EPOCH 6 - PROGRESS: at 10.46% examples, 209029 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:28,956 : INFO : EPOCH 6 - PROGRESS: at 10.56% examples, 208983 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:29,963 : INFO : EPOCH 6 - PROGRESS: at 10.68% examples, 209118 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:31,005 : INFO : EPOCH 6 - PROGRESS: at 10.79% examples, 208946 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:32,044 : INFO : EPOCH 6 - PROGRESS: at 10.91% examples, 208952 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:33,047 : INFO : EPOCH 6 - PROGRESS: at 11.02% examples, 209009 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:34,048 : INFO : EPOCH 6 - PROGRESS: at 11.13% examples, 208957 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:35,070 : INFO : EPOCH 6 - PROGRESS: at 11.23% examples, 208951 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:36,108 : INFO : EPOCH 6 - PROGRESS: at 11.36% examples, 208898 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:37,122 : INFO : EPOCH 6 - PROGRESS: at 11.48% examples, 209017 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:38,124 : INFO : EPOCH 6 - PROGRESS: at 11.59% examples, 209068 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:39,169 : INFO : EPOCH 6 - PROGRESS: at 11.70% examples, 208964 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:40,172 : INFO : EPOCH 6 - PROGRESS: at 11.84% examples, 209003 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:41,196 : INFO : EPOCH 6 - PROGRESS: at 11.94% examples, 208980 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:42,200 : INFO : EPOCH 6 - PROGRESS: at 12.05% examples, 208976 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:43,201 : INFO : EPOCH 6 - PROGRESS: at 12.17% examples, 209023 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:44,213 : INFO : EPOCH 6 - PROGRESS: at 12.29% examples, 209045 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:45,255 : INFO : EPOCH 6 - PROGRESS: at 12.40% examples, 208955 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:46,265 : INFO : EPOCH 6 - PROGRESS: at 12.53% examples, 209035 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:47,329 : INFO : EPOCH 6 - PROGRESS: at 12.64% examples, 208981 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:48,343 : INFO : EPOCH 6 - PROGRESS: at 12.76% examples, 208995 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:49,376 : INFO : EPOCH 6 - PROGRESS: at 12.89% examples, 209037 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:25:50,419 : INFO : EPOCH 6 - PROGRESS: at 12.99% examples, 208946 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:51,425 : INFO : EPOCH 6 - PROGRESS: at 13.11% examples, 209022 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:52,447 : INFO : EPOCH 6 - PROGRESS: at 13.21% examples, 209006 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:53,448 : INFO : EPOCH 6 - PROGRESS: at 13.33% examples, 209049 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:54,450 : INFO : EPOCH 6 - PROGRESS: at 13.43% examples, 209023 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:55,476 : INFO : EPOCH 6 - PROGRESS: at 13.54% examples, 209001 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:56,505 : INFO : EPOCH 6 - PROGRESS: at 13.66% examples, 209060 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:57,565 : INFO : EPOCH 6 - PROGRESS: at 13.79% examples, 208974 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:58,574 : INFO : EPOCH 6 - PROGRESS: at 13.91% examples, 209052 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:25:59,574 : INFO : EPOCH 6 - PROGRESS: at 14.02% examples, 209095 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:00,574 : INFO : EPOCH 6 - PROGRESS: at 14.12% examples, 209056 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:01,581 : INFO : EPOCH 6 - PROGRESS: at 14.22% examples, 208993 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:02,593 : INFO : EPOCH 6 - PROGRESS: at 14.35% examples, 209069 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:03,613 : INFO : EPOCH 6 - PROGRESS: at 14.48% examples, 209051 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:26:04,651 : INFO : EPOCH 6 - PROGRESS: at 14.60% examples, 209024 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:05,654 : INFO : EPOCH 6 - PROGRESS: at 14.69% examples, 209077 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:06,700 : INFO : EPOCH 6 - PROGRESS: at 14.82% examples, 209070 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:07,736 : INFO : EPOCH 6 - PROGRESS: at 14.95% examples, 209064 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:08,755 : INFO : EPOCH 6 - PROGRESS: at 15.06% examples, 209084 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:09,786 : INFO : EPOCH 6 - PROGRESS: at 15.16% examples, 209085 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:10,825 : INFO : EPOCH 6 - PROGRESS: at 15.25% examples, 209064 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:11,837 : INFO : EPOCH 6 - PROGRESS: at 15.37% examples, 209070 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:26:12,925 : INFO : EPOCH 6 - PROGRESS: at 15.49% examples, 208997 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:13,941 : INFO : EPOCH 6 - PROGRESS: at 15.59% examples, 209086 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:14,969 : INFO : EPOCH 6 - PROGRESS: at 15.69% examples, 209074 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:15,977 : INFO : EPOCH 6 - PROGRESS: at 15.81% examples, 209047 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:16,984 : INFO : EPOCH 6 - PROGRESS: at 15.92% examples, 209069 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:18,010 : INFO : EPOCH 6 - PROGRESS: at 16.02% examples, 209005 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:19,016 : INFO : EPOCH 6 - PROGRESS: at 16.13% examples, 209017 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:20,047 : INFO : EPOCH 6 - PROGRESS: at 16.25% examples, 209058 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:21,049 : INFO : EPOCH 6 - PROGRESS: at 16.36% examples, 209034 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:22,076 : INFO : EPOCH 6 - PROGRESS: at 16.49% examples, 209074 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:23,097 : INFO : EPOCH 6 - PROGRESS: at 16.60% examples, 209046 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:24,158 : INFO : EPOCH 6 - PROGRESS: at 16.71% examples, 208986 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:25,188 : INFO : EPOCH 6 - PROGRESS: at 16.81% examples, 209054 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:26,197 : INFO : EPOCH 6 - PROGRESS: at 16.92% examples, 209070 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:26:27,227 : INFO : EPOCH 6 - PROGRESS: at 17.04% examples, 209028 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:28,250 : INFO : EPOCH 6 - PROGRESS: at 17.16% examples, 209036 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:29,309 : INFO : EPOCH 6 - PROGRESS: at 17.27% examples, 209055 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:30,321 : INFO : EPOCH 6 - PROGRESS: at 17.38% examples, 209064 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:31,349 : INFO : EPOCH 6 - PROGRESS: at 17.50% examples, 209085 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:32,350 : INFO : EPOCH 6 - PROGRESS: at 17.60% examples, 209048 words/s, in_qsize 7, out_qsize 1
2020-07-17 01:26:33,356 : INFO : EPOCH 6 - PROGRESS: at 17.72% examples, 209052 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:34,395 : INFO : EPOCH 6 - PROGRESS: at 17.82% examples, 209014 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:35,412 : INFO : EPOCH 6 - PROGRESS: at 17.94% examples, 209046 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:36,420 : INFO : EPOCH 6 - PROGRESS: at 18.05% examples, 209077 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:37,495 : INFO : EPOCH 6 - PROGRESS: at 18.17% examples, 209022 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:26:38,529 : INFO : EPOCH 6 - PROGRESS: at 18.31% examples, 209062 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:39,585 : INFO : EPOCH 6 - PROGRESS: at 18.41% examples, 209051 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:40,599 : INFO : EPOCH 6 - PROGRESS: at 18.53% examples, 209059 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:41,601 : INFO : EPOCH 6 - PROGRESS: at 18.61% examples, 209091 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:42,624 : INFO : EPOCH 6 - PROGRESS: at 18.72% examples, 209031 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:43,649 : INFO : EPOCH 6 - PROGRESS: at 18.82% examples, 209049 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:44,652 : INFO : EPOCH 6 - PROGRESS: at 18.94% examples, 209045 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:26:45,653 : INFO : EPOCH 6 - PROGRESS: at 19.04% examples, 209056 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:46,688 : INFO : EPOCH 6 - PROGRESS: at 19.15% examples, 209050 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:47,700 : INFO : EPOCH 6 - PROGRESS: at 19.25% examples, 209081 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:48,723 : INFO : EPOCH 6 - PROGRESS: at 19.35% examples, 209087 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:49,727 : INFO : EPOCH 6 - PROGRESS: at 19.46% examples, 209042 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:50,766 : INFO : EPOCH 6 - PROGRESS: at 19.57% examples, 209000 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:51,798 : INFO : EPOCH 6 - PROGRESS: at 19.68% examples, 208933 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:52,812 : INFO : EPOCH 6 - PROGRESS: at 19.80% examples, 208909 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:53,815 : INFO : EPOCH 6 - PROGRESS: at 19.90% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:54,850 : INFO : EPOCH 6 - PROGRESS: at 20.02% examples, 208484 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:55,873 : INFO : EPOCH 6 - PROGRESS: at 20.13% examples, 208493 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:56,913 : INFO : EPOCH 6 - PROGRESS: at 20.26% examples, 208486 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:57,952 : INFO : EPOCH 6 - PROGRESS: at 20.36% examples, 208449 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:26:58,973 : INFO : EPOCH 6 - PROGRESS: at 20.47% examples, 208474 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:00,032 : INFO : EPOCH 6 - PROGRESS: at 20.59% examples, 208494 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:01,034 : INFO : EPOCH 6 - PROGRESS: at 20.70% examples, 208519 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:02,044 : INFO : EPOCH 6 - PROGRESS: at 20.79% examples, 208517 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:03,100 : INFO : EPOCH 6 - PROGRESS: at 20.89% examples, 208498 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:04,175 : INFO : EPOCH 6 - PROGRESS: at 21.01% examples, 208493 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:05,224 : INFO : EPOCH 6 - PROGRESS: at 21.13% examples, 208506 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:27:06,325 : INFO : EPOCH 6 - PROGRESS: at 21.24% examples, 208479 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:27:07,326 : INFO : EPOCH 6 - PROGRESS: at 21.36% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:08,351 : INFO : EPOCH 6 - PROGRESS: at 21.47% examples, 208533 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:09,363 : INFO : EPOCH 6 - PROGRESS: at 21.58% examples, 208558 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:10,421 : INFO : EPOCH 6 - PROGRESS: at 21.71% examples, 208507 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:11,432 : INFO : EPOCH 6 - PROGRESS: at 21.81% examples, 208524 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:12,462 : INFO : EPOCH 6 - PROGRESS: at 21.94% examples, 208562 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:13,521 : INFO : EPOCH 6 - PROGRESS: at 22.06% examples, 208536 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:14,544 : INFO : EPOCH 6 - PROGRESS: at 22.17% examples, 208568 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:15,617 : INFO : EPOCH 6 - PROGRESS: at 22.29% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:16,660 : INFO : EPOCH 6 - PROGRESS: at 22.39% examples, 208571 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:17,664 : INFO : EPOCH 6 - PROGRESS: at 22.50% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:18,671 : INFO : EPOCH 6 - PROGRESS: at 22.61% examples, 208550 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:19,728 : INFO : EPOCH 6 - PROGRESS: at 22.73% examples, 208549 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:20,786 : INFO : EPOCH 6 - PROGRESS: at 22.86% examples, 208545 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:21,786 : INFO : EPOCH 6 - PROGRESS: at 22.96% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:22,789 : INFO : EPOCH 6 - PROGRESS: at 23.07% examples, 208582 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:23,799 : INFO : EPOCH 6 - PROGRESS: at 23.20% examples, 208613 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:24,806 : INFO : EPOCH 6 - PROGRESS: at 23.31% examples, 208570 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:25,864 : INFO : EPOCH 6 - PROGRESS: at 23.42% examples, 208565 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:26,864 : INFO : EPOCH 6 - PROGRESS: at 23.53% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:27,888 : INFO : EPOCH 6 - PROGRESS: at 23.65% examples, 208558 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:28,953 : INFO : EPOCH 6 - PROGRESS: at 23.77% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:30,039 : INFO : EPOCH 6 - PROGRESS: at 23.89% examples, 208572 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:31,048 : INFO : EPOCH 6 - PROGRESS: at 24.04% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:32,079 : INFO : EPOCH 6 - PROGRESS: at 24.16% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:33,110 : INFO : EPOCH 6 - PROGRESS: at 24.28% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:34,139 : INFO : EPOCH 6 - PROGRESS: at 24.40% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:35,158 : INFO : EPOCH 6 - PROGRESS: at 24.53% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:36,163 : INFO : EPOCH 6 - PROGRESS: at 24.65% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:37,175 : INFO : EPOCH 6 - PROGRESS: at 24.76% examples, 208612 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:38,218 : INFO : EPOCH 6 - PROGRESS: at 24.88% examples, 208603 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:39,239 : INFO : EPOCH 6 - PROGRESS: at 24.99% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:40,268 : INFO : EPOCH 6 - PROGRESS: at 25.10% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:41,284 : INFO : EPOCH 6 - PROGRESS: at 25.21% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:42,362 : INFO : EPOCH 6 - PROGRESS: at 25.32% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:43,408 : INFO : EPOCH 6 - PROGRESS: at 25.43% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:44,499 : INFO : EPOCH 6 - PROGRESS: at 25.54% examples, 208633 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:45,530 : INFO : EPOCH 6 - PROGRESS: at 25.65% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:46,536 : INFO : EPOCH 6 - PROGRESS: at 25.77% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:47,599 : INFO : EPOCH 6 - PROGRESS: at 25.89% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:48,626 : INFO : EPOCH 6 - PROGRESS: at 26.00% examples, 208676 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:49,651 : INFO : EPOCH 6 - PROGRESS: at 26.11% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:50,681 : INFO : EPOCH 6 - PROGRESS: at 26.22% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:51,692 : INFO : EPOCH 6 - PROGRESS: at 26.36% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:52,740 : INFO : EPOCH 6 - PROGRESS: at 26.48% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:53,786 : INFO : EPOCH 6 - PROGRESS: at 26.60% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:54,813 : INFO : EPOCH 6 - PROGRESS: at 26.70% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:55,838 : INFO : EPOCH 6 - PROGRESS: at 26.82% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:56,877 : INFO : EPOCH 6 - PROGRESS: at 26.94% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:57,901 : INFO : EPOCH 6 - PROGRESS: at 27.04% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:27:58,919 : INFO : EPOCH 6 - PROGRESS: at 27.16% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:00,002 : INFO : EPOCH 6 - PROGRESS: at 27.28% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:01,019 : INFO : EPOCH 6 - PROGRESS: at 27.39% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:02,024 : INFO : EPOCH 6 - PROGRESS: at 27.50% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:03,104 : INFO : EPOCH 6 - PROGRESS: at 27.61% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:04,121 : INFO : EPOCH 6 - PROGRESS: at 27.73% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:05,132 : INFO : EPOCH 6 - PROGRESS: at 27.84% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:06,177 : INFO : EPOCH 6 - PROGRESS: at 27.95% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:07,229 : INFO : EPOCH 6 - PROGRESS: at 28.07% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:08,276 : INFO : EPOCH 6 - PROGRESS: at 28.21% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:09,278 : INFO : EPOCH 6 - PROGRESS: at 28.33% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:10,279 : INFO : EPOCH 6 - PROGRESS: at 28.45% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:11,313 : INFO : EPOCH 6 - PROGRESS: at 28.55% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:12,339 : INFO : EPOCH 6 - PROGRESS: at 28.65% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:13,355 : INFO : EPOCH 6 - PROGRESS: at 28.76% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:14,391 : INFO : EPOCH 6 - PROGRESS: at 28.88% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:15,398 : INFO : EPOCH 6 - PROGRESS: at 29.00% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:16,404 : INFO : EPOCH 6 - PROGRESS: at 29.11% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:17,422 : INFO : EPOCH 6 - PROGRESS: at 29.23% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:18,428 : INFO : EPOCH 6 - PROGRESS: at 29.35% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:19,440 : INFO : EPOCH 6 - PROGRESS: at 29.44% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:20,454 : INFO : EPOCH 6 - PROGRESS: at 29.54% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:21,461 : INFO : EPOCH 6 - PROGRESS: at 29.64% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:22,490 : INFO : EPOCH 6 - PROGRESS: at 29.75% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:23,495 : INFO : EPOCH 6 - PROGRESS: at 29.86% examples, 208767 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:24,517 : INFO : EPOCH 6 - PROGRESS: at 29.97% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:25,535 : INFO : EPOCH 6 - PROGRESS: at 30.08% examples, 208768 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:28:26,544 : INFO : EPOCH 6 - PROGRESS: at 30.19% examples, 208768 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:27,606 : INFO : EPOCH 6 - PROGRESS: at 30.30% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:28,621 : INFO : EPOCH 6 - PROGRESS: at 30.41% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:29,662 : INFO : EPOCH 6 - PROGRESS: at 30.53% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:30,679 : INFO : EPOCH 6 - PROGRESS: at 30.64% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:31,704 : INFO : EPOCH 6 - PROGRESS: at 30.74% examples, 208785 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:28:32,737 : INFO : EPOCH 6 - PROGRESS: at 30.87% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:33,765 : INFO : EPOCH 6 - PROGRESS: at 30.99% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:34,840 : INFO : EPOCH 6 - PROGRESS: at 31.12% examples, 208771 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:35,864 : INFO : EPOCH 6 - PROGRESS: at 31.24% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:36,921 : INFO : EPOCH 6 - PROGRESS: at 31.36% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:37,935 : INFO : EPOCH 6 - PROGRESS: at 31.48% examples, 208816 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:38,973 : INFO : EPOCH 6 - PROGRESS: at 31.60% examples, 208798 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:39,974 : INFO : EPOCH 6 - PROGRESS: at 31.72% examples, 208814 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:40,976 : INFO : EPOCH 6 - PROGRESS: at 31.83% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:42,007 : INFO : EPOCH 6 - PROGRESS: at 31.93% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:43,077 : INFO : EPOCH 6 - PROGRESS: at 32.05% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:44,133 : INFO : EPOCH 6 - PROGRESS: at 32.17% examples, 208798 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:45,148 : INFO : EPOCH 6 - PROGRESS: at 32.29% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:46,158 : INFO : EPOCH 6 - PROGRESS: at 32.39% examples, 208790 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:28:47,164 : INFO : EPOCH 6 - PROGRESS: at 32.50% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:48,227 : INFO : EPOCH 6 - PROGRESS: at 32.61% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:49,240 : INFO : EPOCH 6 - PROGRESS: at 32.74% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:50,263 : INFO : EPOCH 6 - PROGRESS: at 32.86% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:51,354 : INFO : EPOCH 6 - PROGRESS: at 32.97% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:52,369 : INFO : EPOCH 6 - PROGRESS: at 33.08% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:53,386 : INFO : EPOCH 6 - PROGRESS: at 33.20% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:54,388 : INFO : EPOCH 6 - PROGRESS: at 33.30% examples, 208818 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:55,436 : INFO : EPOCH 6 - PROGRESS: at 33.42% examples, 208821 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:56,445 : INFO : EPOCH 6 - PROGRESS: at 33.54% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:57,449 : INFO : EPOCH 6 - PROGRESS: at 33.64% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:58,484 : INFO : EPOCH 6 - PROGRESS: at 33.77% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:28:59,503 : INFO : EPOCH 6 - PROGRESS: at 33.88% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:00,541 : INFO : EPOCH 6 - PROGRESS: at 34.00% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:01,553 : INFO : EPOCH 6 - PROGRESS: at 34.12% examples, 208836 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:02,578 : INFO : EPOCH 6 - PROGRESS: at 34.22% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:03,580 : INFO : EPOCH 6 - PROGRESS: at 34.34% examples, 208858 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:04,610 : INFO : EPOCH 6 - PROGRESS: at 34.45% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:05,620 : INFO : EPOCH 6 - PROGRESS: at 34.57% examples, 208839 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:06,640 : INFO : EPOCH 6 - PROGRESS: at 34.67% examples, 208824 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:29:07,655 : INFO : EPOCH 6 - PROGRESS: at 34.78% examples, 208839 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:08,692 : INFO : EPOCH 6 - PROGRESS: at 34.89% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:09,699 : INFO : EPOCH 6 - PROGRESS: at 35.00% examples, 208860 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:10,739 : INFO : EPOCH 6 - PROGRESS: at 35.10% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:11,771 : INFO : EPOCH 6 - PROGRESS: at 35.23% examples, 208843 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:12,790 : INFO : EPOCH 6 - PROGRESS: at 35.34% examples, 208834 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:13,804 : INFO : EPOCH 6 - PROGRESS: at 35.44% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:14,865 : INFO : EPOCH 6 - PROGRESS: at 35.56% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:15,870 : INFO : EPOCH 6 - PROGRESS: at 35.69% examples, 208876 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:16,893 : INFO : EPOCH 6 - PROGRESS: at 35.80% examples, 208866 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:17,956 : INFO : EPOCH 6 - PROGRESS: at 35.91% examples, 208844 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:19,005 : INFO : EPOCH 6 - PROGRESS: at 36.04% examples, 208860 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:20,015 : INFO : EPOCH 6 - PROGRESS: at 36.14% examples, 208880 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:21,019 : INFO : EPOCH 6 - PROGRESS: at 36.26% examples, 208869 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:22,089 : INFO : EPOCH 6 - PROGRESS: at 36.37% examples, 208852 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:23,092 : INFO : EPOCH 6 - PROGRESS: at 36.48% examples, 208859 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:29:24,094 : INFO : EPOCH 6 - PROGRESS: at 36.59% examples, 208869 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:25,156 : INFO : EPOCH 6 - PROGRESS: at 36.70% examples, 208871 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:26,157 : INFO : EPOCH 6 - PROGRESS: at 36.81% examples, 208878 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:27,165 : INFO : EPOCH 6 - PROGRESS: at 36.91% examples, 208860 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:28,173 : INFO : EPOCH 6 - PROGRESS: at 37.01% examples, 208879 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:29,177 : INFO : EPOCH 6 - PROGRESS: at 37.11% examples, 208862 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:30,204 : INFO : EPOCH 6 - PROGRESS: at 37.23% examples, 208881 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:31,221 : INFO : EPOCH 6 - PROGRESS: at 37.36% examples, 208882 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:32,241 : INFO : EPOCH 6 - PROGRESS: at 37.47% examples, 208873 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:33,264 : INFO : EPOCH 6 - PROGRESS: at 37.60% examples, 208867 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:29:34,323 : INFO : EPOCH 6 - PROGRESS: at 37.72% examples, 208878 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:35,414 : INFO : EPOCH 6 - PROGRESS: at 37.84% examples, 208863 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:36,429 : INFO : EPOCH 6 - PROGRESS: at 37.97% examples, 208902 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:37,456 : INFO : EPOCH 6 - PROGRESS: at 38.07% examples, 208871 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:38,461 : INFO : EPOCH 6 - PROGRESS: at 38.19% examples, 208893 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:39,501 : INFO : EPOCH 6 - PROGRESS: at 38.31% examples, 208891 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:40,525 : INFO : EPOCH 6 - PROGRESS: at 38.43% examples, 208895 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:41,621 : INFO : EPOCH 6 - PROGRESS: at 38.56% examples, 208874 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:42,632 : INFO : EPOCH 6 - PROGRESS: at 38.69% examples, 208901 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:43,679 : INFO : EPOCH 6 - PROGRESS: at 38.81% examples, 208887 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:44,758 : INFO : EPOCH 6 - PROGRESS: at 38.94% examples, 208887 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:45,769 : INFO : EPOCH 6 - PROGRESS: at 39.06% examples, 208904 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:46,781 : INFO : EPOCH 6 - PROGRESS: at 39.17% examples, 208913 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:47,830 : INFO : EPOCH 6 - PROGRESS: at 39.30% examples, 208888 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:48,847 : INFO : EPOCH 6 - PROGRESS: at 39.41% examples, 208915 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:49,911 : INFO : EPOCH 6 - PROGRESS: at 39.51% examples, 208882 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:50,912 : INFO : EPOCH 6 - PROGRESS: at 39.61% examples, 208904 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:51,935 : INFO : EPOCH 6 - PROGRESS: at 39.72% examples, 208905 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:52,936 : INFO : EPOCH 6 - PROGRESS: at 39.83% examples, 208894 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:53,963 : INFO : EPOCH 6 - PROGRESS: at 39.95% examples, 208909 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:54,990 : INFO : EPOCH 6 - PROGRESS: at 40.06% examples, 208902 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:55,998 : INFO : EPOCH 6 - PROGRESS: at 40.18% examples, 208927 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:57,012 : INFO : EPOCH 6 - PROGRESS: at 40.30% examples, 208907 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:58,015 : INFO : EPOCH 6 - PROGRESS: at 40.40% examples, 208914 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:29:59,021 : INFO : EPOCH 6 - PROGRESS: at 40.51% examples, 208912 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:00,040 : INFO : EPOCH 6 - PROGRESS: at 40.62% examples, 208913 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:30:01,046 : INFO : EPOCH 6 - PROGRESS: at 40.72% examples, 208921 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:02,059 : INFO : EPOCH 6 - PROGRESS: at 40.84% examples, 208899 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:03,063 : INFO : EPOCH 6 - PROGRESS: at 40.96% examples, 208918 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:04,097 : INFO : EPOCH 6 - PROGRESS: at 41.07% examples, 208902 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:05,160 : INFO : EPOCH 6 - PROGRESS: at 41.19% examples, 208883 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:06,178 : INFO : EPOCH 6 - PROGRESS: at 41.31% examples, 208910 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:30:07,184 : INFO : EPOCH 6 - PROGRESS: at 41.41% examples, 208899 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:08,190 : INFO : EPOCH 6 - PROGRESS: at 41.53% examples, 208921 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:09,193 : INFO : EPOCH 6 - PROGRESS: at 41.63% examples, 208909 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:10,227 : INFO : EPOCH 6 - PROGRESS: at 41.76% examples, 208920 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:30:11,228 : INFO : EPOCH 6 - PROGRESS: at 41.88% examples, 208928 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:12,299 : INFO : EPOCH 6 - PROGRESS: at 42.01% examples, 208900 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:13,329 : INFO : EPOCH 6 - PROGRESS: at 42.13% examples, 208922 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:30:14,353 : INFO : EPOCH 6 - PROGRESS: at 42.23% examples, 208910 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:15,378 : INFO : EPOCH 6 - PROGRESS: at 42.35% examples, 208915 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:30:16,456 : INFO : EPOCH 6 - PROGRESS: at 42.46% examples, 208911 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:17,457 : INFO : EPOCH 6 - PROGRESS: at 42.58% examples, 208933 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:18,466 : INFO : EPOCH 6 - PROGRESS: at 42.70% examples, 208936 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:19,499 : INFO : EPOCH 6 - PROGRESS: at 42.82% examples, 208922 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:20,577 : INFO : EPOCH 6 - PROGRESS: at 42.94% examples, 208909 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:21,593 : INFO : EPOCH 6 - PROGRESS: at 43.04% examples, 208931 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:22,595 : INFO : EPOCH 6 - PROGRESS: at 43.15% examples, 208909 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:23,603 : INFO : EPOCH 6 - PROGRESS: at 43.26% examples, 208913 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:24,615 : INFO : EPOCH 6 - PROGRESS: at 43.35% examples, 208911 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:25,629 : INFO : EPOCH 6 - PROGRESS: at 43.46% examples, 208891 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:30:26,713 : INFO : EPOCH 6 - PROGRESS: at 43.57% examples, 208874 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:30:27,721 : INFO : EPOCH 6 - PROGRESS: at 43.70% examples, 208914 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:28,731 : INFO : EPOCH 6 - PROGRESS: at 43.82% examples, 208923 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:29,793 : INFO : EPOCH 6 - PROGRESS: at 43.94% examples, 208905 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:30,803 : INFO : EPOCH 6 - PROGRESS: at 44.06% examples, 208907 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:31,804 : INFO : EPOCH 6 - PROGRESS: at 44.17% examples, 208908 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:32,854 : INFO : EPOCH 6 - PROGRESS: at 44.29% examples, 208911 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:33,863 : INFO : EPOCH 6 - PROGRESS: at 44.41% examples, 208923 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:34,926 : INFO : EPOCH 6 - PROGRESS: at 44.52% examples, 208911 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:35,929 : INFO : EPOCH 6 - PROGRESS: at 44.63% examples, 208908 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:36,979 : INFO : EPOCH 6 - PROGRESS: at 44.74% examples, 208910 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:38,003 : INFO : EPOCH 6 - PROGRESS: at 44.84% examples, 208916 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:39,013 : INFO : EPOCH 6 - PROGRESS: at 44.95% examples, 208918 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:40,056 : INFO : EPOCH 6 - PROGRESS: at 45.06% examples, 208923 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:41,079 : INFO : EPOCH 6 - PROGRESS: at 45.19% examples, 208911 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:42,105 : INFO : EPOCH 6 - PROGRESS: at 45.31% examples, 208913 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:43,125 : INFO : EPOCH 6 - PROGRESS: at 45.43% examples, 208910 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:44,141 : INFO : EPOCH 6 - PROGRESS: at 45.54% examples, 208925 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:45,146 : INFO : EPOCH 6 - PROGRESS: at 45.67% examples, 208935 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:46,197 : INFO : EPOCH 6 - PROGRESS: at 45.79% examples, 208912 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:47,221 : INFO : EPOCH 6 - PROGRESS: at 45.88% examples, 208915 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:48,269 : INFO : EPOCH 6 - PROGRESS: at 46.00% examples, 208920 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:49,285 : INFO : EPOCH 6 - PROGRESS: at 46.11% examples, 208938 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:50,318 : INFO : EPOCH 6 - PROGRESS: at 46.22% examples, 208924 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:30:51,323 : INFO : EPOCH 6 - PROGRESS: at 46.34% examples, 208945 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:52,354 : INFO : EPOCH 6 - PROGRESS: at 46.45% examples, 208929 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:53,466 : INFO : EPOCH 6 - PROGRESS: at 46.58% examples, 208908 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:54,480 : INFO : EPOCH 6 - PROGRESS: at 46.70% examples, 208947 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:55,508 : INFO : EPOCH 6 - PROGRESS: at 46.80% examples, 208920 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:30:56,529 : INFO : EPOCH 6 - PROGRESS: at 46.92% examples, 208941 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:57,557 : INFO : EPOCH 6 - PROGRESS: at 47.06% examples, 208931 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:58,584 : INFO : EPOCH 6 - PROGRESS: at 47.16% examples, 208926 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:30:59,596 : INFO : EPOCH 6 - PROGRESS: at 47.27% examples, 208939 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:00,634 : INFO : EPOCH 6 - PROGRESS: at 47.39% examples, 208916 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:01,661 : INFO : EPOCH 6 - PROGRESS: at 47.48% examples, 208917 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:02,672 : INFO : EPOCH 6 - PROGRESS: at 47.60% examples, 208921 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:03,676 : INFO : EPOCH 6 - PROGRESS: at 47.71% examples, 208913 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:04,685 : INFO : EPOCH 6 - PROGRESS: at 47.82% examples, 208943 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:05,706 : INFO : EPOCH 6 - PROGRESS: at 47.94% examples, 208931 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:06,722 : INFO : EPOCH 6 - PROGRESS: at 48.06% examples, 208929 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:07,746 : INFO : EPOCH 6 - PROGRESS: at 48.19% examples, 208935 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:08,803 : INFO : EPOCH 6 - PROGRESS: at 48.31% examples, 208922 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:09,851 : INFO : EPOCH 6 - PROGRESS: at 48.42% examples, 208931 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:10,857 : INFO : EPOCH 6 - PROGRESS: at 48.53% examples, 208946 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:11,873 : INFO : EPOCH 6 - PROGRESS: at 48.64% examples, 208945 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:12,925 : INFO : EPOCH 6 - PROGRESS: at 48.75% examples, 208936 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:13,935 : INFO : EPOCH 6 - PROGRESS: at 48.86% examples, 208940 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:14,940 : INFO : EPOCH 6 - PROGRESS: at 48.96% examples, 208949 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:16,020 : INFO : EPOCH 6 - PROGRESS: at 49.06% examples, 208937 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:17,037 : INFO : EPOCH 6 - PROGRESS: at 49.17% examples, 208934 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:18,086 : INFO : EPOCH 6 - PROGRESS: at 49.30% examples, 208947 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:19,111 : INFO : EPOCH 6 - PROGRESS: at 49.41% examples, 208939 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:20,174 : INFO : EPOCH 6 - PROGRESS: at 49.53% examples, 208903 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:21,182 : INFO : EPOCH 6 - PROGRESS: at 49.63% examples, 208907 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:31:22,196 : INFO : EPOCH 6 - PROGRESS: at 49.73% examples, 208879 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:31:23,199 : INFO : EPOCH 6 - PROGRESS: at 49.84% examples, 208851 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:31:24,244 : INFO : EPOCH 6 - PROGRESS: at 49.94% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:25,265 : INFO : EPOCH 6 - PROGRESS: at 50.02% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:26,315 : INFO : EPOCH 6 - PROGRESS: at 50.14% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:27,330 : INFO : EPOCH 6 - PROGRESS: at 50.27% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:28,374 : INFO : EPOCH 6 - PROGRESS: at 50.37% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:29,374 : INFO : EPOCH 6 - PROGRESS: at 50.48% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:30,415 : INFO : EPOCH 6 - PROGRESS: at 50.57% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:31,456 : INFO : EPOCH 6 - PROGRESS: at 50.70% examples, 208718 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:31:32,463 : INFO : EPOCH 6 - PROGRESS: at 50.79% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:33,467 : INFO : EPOCH 6 - PROGRESS: at 50.90% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:34,481 : INFO : EPOCH 6 - PROGRESS: at 51.02% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:35,530 : INFO : EPOCH 6 - PROGRESS: at 51.13% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:36,534 : INFO : EPOCH 6 - PROGRESS: at 51.24% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:37,543 : INFO : EPOCH 6 - PROGRESS: at 51.34% examples, 208723 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:38,590 : INFO : EPOCH 6 - PROGRESS: at 51.45% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:39,613 : INFO : EPOCH 6 - PROGRESS: at 51.56% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:40,623 : INFO : EPOCH 6 - PROGRESS: at 51.67% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:41,669 : INFO : EPOCH 6 - PROGRESS: at 51.78% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:42,680 : INFO : EPOCH 6 - PROGRESS: at 51.87% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:43,743 : INFO : EPOCH 6 - PROGRESS: at 51.99% examples, 208724 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:44,744 : INFO : EPOCH 6 - PROGRESS: at 52.11% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:45,749 : INFO : EPOCH 6 - PROGRESS: at 52.22% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:46,832 : INFO : EPOCH 6 - PROGRESS: at 52.36% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:47,833 : INFO : EPOCH 6 - PROGRESS: at 52.49% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:48,841 : INFO : EPOCH 6 - PROGRESS: at 52.61% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:49,854 : INFO : EPOCH 6 - PROGRESS: at 52.73% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:50,857 : INFO : EPOCH 6 - PROGRESS: at 52.85% examples, 208745 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:31:51,873 : INFO : EPOCH 6 - PROGRESS: at 52.96% examples, 208751 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:52,887 : INFO : EPOCH 6 - PROGRESS: at 53.06% examples, 208743 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:31:53,937 : INFO : EPOCH 6 - PROGRESS: at 53.18% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:54,937 : INFO : EPOCH 6 - PROGRESS: at 53.30% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:55,976 : INFO : EPOCH 6 - PROGRESS: at 53.40% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:56,997 : INFO : EPOCH 6 - PROGRESS: at 53.54% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:58,026 : INFO : EPOCH 6 - PROGRESS: at 53.66% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:31:59,142 : INFO : EPOCH 6 - PROGRESS: at 53.79% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:00,189 : INFO : EPOCH 6 - PROGRESS: at 53.91% examples, 208752 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:01,221 : INFO : EPOCH 6 - PROGRESS: at 54.02% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:02,239 : INFO : EPOCH 6 - PROGRESS: at 54.13% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:03,261 : INFO : EPOCH 6 - PROGRESS: at 54.24% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:04,266 : INFO : EPOCH 6 - PROGRESS: at 54.36% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:05,269 : INFO : EPOCH 6 - PROGRESS: at 54.47% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:06,302 : INFO : EPOCH 6 - PROGRESS: at 54.58% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:07,305 : INFO : EPOCH 6 - PROGRESS: at 54.70% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:08,320 : INFO : EPOCH 6 - PROGRESS: at 54.80% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:09,322 : INFO : EPOCH 6 - PROGRESS: at 54.92% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:10,332 : INFO : EPOCH 6 - PROGRESS: at 55.02% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:11,411 : INFO : EPOCH 6 - PROGRESS: at 55.12% examples, 208751 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:12,420 : INFO : EPOCH 6 - PROGRESS: at 55.24% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:13,463 : INFO : EPOCH 6 - PROGRESS: at 55.35% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:14,475 : INFO : EPOCH 6 - PROGRESS: at 55.47% examples, 208771 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:15,497 : INFO : EPOCH 6 - PROGRESS: at 55.57% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:16,533 : INFO : EPOCH 6 - PROGRESS: at 55.68% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:17,555 : INFO : EPOCH 6 - PROGRESS: at 55.80% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:18,584 : INFO : EPOCH 6 - PROGRESS: at 55.90% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:19,635 : INFO : EPOCH 6 - PROGRESS: at 56.04% examples, 208768 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:20,667 : INFO : EPOCH 6 - PROGRESS: at 56.15% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:21,678 : INFO : EPOCH 6 - PROGRESS: at 56.27% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:22,693 : INFO : EPOCH 6 - PROGRESS: at 56.37% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:23,699 : INFO : EPOCH 6 - PROGRESS: at 56.49% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:24,759 : INFO : EPOCH 6 - PROGRESS: at 56.59% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:25,797 : INFO : EPOCH 6 - PROGRESS: at 56.72% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:26,831 : INFO : EPOCH 6 - PROGRESS: at 56.83% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:27,839 : INFO : EPOCH 6 - PROGRESS: at 56.95% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:28,848 : INFO : EPOCH 6 - PROGRESS: at 57.08% examples, 208774 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:29,867 : INFO : EPOCH 6 - PROGRESS: at 57.19% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:30,907 : INFO : EPOCH 6 - PROGRESS: at 57.31% examples, 208774 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:31,908 : INFO : EPOCH 6 - PROGRESS: at 57.41% examples, 208786 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:32,933 : INFO : EPOCH 6 - PROGRESS: at 57.51% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:33,998 : INFO : EPOCH 6 - PROGRESS: at 57.63% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:35,023 : INFO : EPOCH 6 - PROGRESS: at 57.74% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:36,071 : INFO : EPOCH 6 - PROGRESS: at 57.84% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:37,086 : INFO : EPOCH 6 - PROGRESS: at 57.96% examples, 208786 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:38,113 : INFO : EPOCH 6 - PROGRESS: at 58.06% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:39,121 : INFO : EPOCH 6 - PROGRESS: at 58.18% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:40,128 : INFO : EPOCH 6 - PROGRESS: at 58.30% examples, 208788 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:41,167 : INFO : EPOCH 6 - PROGRESS: at 58.42% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:42,169 : INFO : EPOCH 6 - PROGRESS: at 58.55% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:43,186 : INFO : EPOCH 6 - PROGRESS: at 58.66% examples, 208795 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:44,208 : INFO : EPOCH 6 - PROGRESS: at 58.76% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:45,219 : INFO : EPOCH 6 - PROGRESS: at 58.88% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:46,271 : INFO : EPOCH 6 - PROGRESS: at 58.99% examples, 208796 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:47,320 : INFO : EPOCH 6 - PROGRESS: at 59.10% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:48,347 : INFO : EPOCH 6 - PROGRESS: at 59.22% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:49,401 : INFO : EPOCH 6 - PROGRESS: at 59.34% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:50,409 : INFO : EPOCH 6 - PROGRESS: at 59.45% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:51,426 : INFO : EPOCH 6 - PROGRESS: at 59.58% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:52,485 : INFO : EPOCH 6 - PROGRESS: at 59.69% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:53,514 : INFO : EPOCH 6 - PROGRESS: at 59.81% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:54,532 : INFO : EPOCH 6 - PROGRESS: at 59.92% examples, 208805 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:55,534 : INFO : EPOCH 6 - PROGRESS: at 60.03% examples, 208814 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:56,563 : INFO : EPOCH 6 - PROGRESS: at 60.15% examples, 208802 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:32:57,566 : INFO : EPOCH 6 - PROGRESS: at 60.25% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:58,584 : INFO : EPOCH 6 - PROGRESS: at 60.38% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:32:59,584 : INFO : EPOCH 6 - PROGRESS: at 60.48% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:00,602 : INFO : EPOCH 6 - PROGRESS: at 60.61% examples, 208811 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:33:01,614 : INFO : EPOCH 6 - PROGRESS: at 60.74% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:02,622 : INFO : EPOCH 6 - PROGRESS: at 60.86% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:03,625 : INFO : EPOCH 6 - PROGRESS: at 60.99% examples, 208815 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:04,640 : INFO : EPOCH 6 - PROGRESS: at 61.10% examples, 208809 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:33:05,656 : INFO : EPOCH 6 - PROGRESS: at 61.21% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:06,697 : INFO : EPOCH 6 - PROGRESS: at 61.33% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:07,700 : INFO : EPOCH 6 - PROGRESS: at 61.42% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:08,702 : INFO : EPOCH 6 - PROGRESS: at 61.54% examples, 208816 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:09,732 : INFO : EPOCH 6 - PROGRESS: at 61.66% examples, 208814 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:10,791 : INFO : EPOCH 6 - PROGRESS: at 61.81% examples, 208810 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:11,850 : INFO : EPOCH 6 - PROGRESS: at 61.94% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:12,854 : INFO : EPOCH 6 - PROGRESS: at 62.07% examples, 208828 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:13,889 : INFO : EPOCH 6 - PROGRESS: at 62.17% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:14,889 : INFO : EPOCH 6 - PROGRESS: at 62.29% examples, 208826 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:15,901 : INFO : EPOCH 6 - PROGRESS: at 62.40% examples, 208817 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:33:16,914 : INFO : EPOCH 6 - PROGRESS: at 62.52% examples, 208814 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:17,935 : INFO : EPOCH 6 - PROGRESS: at 62.64% examples, 208816 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:33:18,961 : INFO : EPOCH 6 - PROGRESS: at 62.78% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:20,003 : INFO : EPOCH 6 - PROGRESS: at 62.90% examples, 208814 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:21,007 : INFO : EPOCH 6 - PROGRESS: at 63.01% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:22,024 : INFO : EPOCH 6 - PROGRESS: at 63.13% examples, 208823 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:23,072 : INFO : EPOCH 6 - PROGRESS: at 63.24% examples, 208818 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:24,091 : INFO : EPOCH 6 - PROGRESS: at 63.34% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:25,099 : INFO : EPOCH 6 - PROGRESS: at 63.46% examples, 208835 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:26,126 : INFO : EPOCH 6 - PROGRESS: at 63.56% examples, 208814 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:27,170 : INFO : EPOCH 6 - PROGRESS: at 63.67% examples, 208826 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:28,179 : INFO : EPOCH 6 - PROGRESS: at 63.79% examples, 208821 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:29,250 : INFO : EPOCH 6 - PROGRESS: at 63.89% examples, 208818 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:30,273 : INFO : EPOCH 6 - PROGRESS: at 64.00% examples, 208826 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:31,273 : INFO : EPOCH 6 - PROGRESS: at 64.12% examples, 208831 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:32,339 : INFO : EPOCH 6 - PROGRESS: at 64.22% examples, 208822 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:33,364 : INFO : EPOCH 6 - PROGRESS: at 64.32% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:34,391 : INFO : EPOCH 6 - PROGRESS: at 64.46% examples, 208823 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:35,397 : INFO : EPOCH 6 - PROGRESS: at 64.55% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:36,431 : INFO : EPOCH 6 - PROGRESS: at 64.67% examples, 208829 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:37,444 : INFO : EPOCH 6 - PROGRESS: at 64.77% examples, 208818 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:38,456 : INFO : EPOCH 6 - PROGRESS: at 64.90% examples, 208821 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:39,467 : INFO : EPOCH 6 - PROGRESS: at 65.03% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:40,470 : INFO : EPOCH 6 - PROGRESS: at 65.13% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:41,544 : INFO : EPOCH 6 - PROGRESS: at 65.27% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:42,559 : INFO : EPOCH 6 - PROGRESS: at 65.38% examples, 208828 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:43,561 : INFO : EPOCH 6 - PROGRESS: at 65.49% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:44,569 : INFO : EPOCH 6 - PROGRESS: at 65.59% examples, 208832 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:45,586 : INFO : EPOCH 6 - PROGRESS: at 65.71% examples, 208838 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:46,600 : INFO : EPOCH 6 - PROGRESS: at 65.84% examples, 208844 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:47,642 : INFO : EPOCH 6 - PROGRESS: at 65.94% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:48,646 : INFO : EPOCH 6 - PROGRESS: at 66.05% examples, 208833 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:33:49,649 : INFO : EPOCH 6 - PROGRESS: at 66.16% examples, 208831 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:50,676 : INFO : EPOCH 6 - PROGRESS: at 66.28% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:51,699 : INFO : EPOCH 6 - PROGRESS: at 66.41% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:52,762 : INFO : EPOCH 6 - PROGRESS: at 66.53% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:53,771 : INFO : EPOCH 6 - PROGRESS: at 66.64% examples, 208838 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:54,784 : INFO : EPOCH 6 - PROGRESS: at 66.74% examples, 208849 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:55,787 : INFO : EPOCH 6 - PROGRESS: at 66.87% examples, 208852 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:56,788 : INFO : EPOCH 6 - PROGRESS: at 66.97% examples, 208848 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:57,815 : INFO : EPOCH 6 - PROGRESS: at 67.08% examples, 208838 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:58,820 : INFO : EPOCH 6 - PROGRESS: at 67.21% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:33:59,886 : INFO : EPOCH 6 - PROGRESS: at 67.34% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:00,899 : INFO : EPOCH 6 - PROGRESS: at 67.45% examples, 208850 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:01,961 : INFO : EPOCH 6 - PROGRESS: at 67.58% examples, 208836 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:02,995 : INFO : EPOCH 6 - PROGRESS: at 67.69% examples, 208852 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:04,000 : INFO : EPOCH 6 - PROGRESS: at 67.80% examples, 208851 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:05,011 : INFO : EPOCH 6 - PROGRESS: at 67.91% examples, 208851 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:06,017 : INFO : EPOCH 6 - PROGRESS: at 68.02% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:07,033 : INFO : EPOCH 6 - PROGRESS: at 68.14% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:08,142 : INFO : EPOCH 6 - PROGRESS: at 68.27% examples, 208832 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:09,160 : INFO : EPOCH 6 - PROGRESS: at 68.39% examples, 208855 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:10,203 : INFO : EPOCH 6 - PROGRESS: at 68.50% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:11,210 : INFO : EPOCH 6 - PROGRESS: at 68.61% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:12,217 : INFO : EPOCH 6 - PROGRESS: at 68.73% examples, 208857 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:13,251 : INFO : EPOCH 6 - PROGRESS: at 68.85% examples, 208852 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:14,264 : INFO : EPOCH 6 - PROGRESS: at 68.95% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:15,287 : INFO : EPOCH 6 - PROGRESS: at 69.05% examples, 208853 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:16,303 : INFO : EPOCH 6 - PROGRESS: at 69.15% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:17,307 : INFO : EPOCH 6 - PROGRESS: at 69.27% examples, 208863 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:18,327 : INFO : EPOCH 6 - PROGRESS: at 69.38% examples, 208851 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:19,399 : INFO : EPOCH 6 - PROGRESS: at 69.52% examples, 208854 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:20,425 : INFO : EPOCH 6 - PROGRESS: at 69.63% examples, 208854 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:21,438 : INFO : EPOCH 6 - PROGRESS: at 69.75% examples, 208861 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:22,476 : INFO : EPOCH 6 - PROGRESS: at 69.86% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:23,490 : INFO : EPOCH 6 - PROGRESS: at 69.99% examples, 208870 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:24,522 : INFO : EPOCH 6 - PROGRESS: at 70.09% examples, 208847 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:25,525 : INFO : EPOCH 6 - PROGRESS: at 70.22% examples, 208862 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:26,574 : INFO : EPOCH 6 - PROGRESS: at 70.32% examples, 208848 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:27,602 : INFO : EPOCH 6 - PROGRESS: at 70.43% examples, 208858 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:28,627 : INFO : EPOCH 6 - PROGRESS: at 70.56% examples, 208854 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:29,713 : INFO : EPOCH 6 - PROGRESS: at 70.68% examples, 208850 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:30,762 : INFO : EPOCH 6 - PROGRESS: at 70.81% examples, 208863 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:31,784 : INFO : EPOCH 6 - PROGRESS: at 70.91% examples, 208868 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:32,796 : INFO : EPOCH 6 - PROGRESS: at 71.04% examples, 208869 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:33,876 : INFO : EPOCH 6 - PROGRESS: at 71.16% examples, 208860 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:34,890 : INFO : EPOCH 6 - PROGRESS: at 71.27% examples, 208870 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:35,944 : INFO : EPOCH 6 - PROGRESS: at 71.36% examples, 208865 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:36,950 : INFO : EPOCH 6 - PROGRESS: at 71.48% examples, 208873 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:34:37,984 : INFO : EPOCH 6 - PROGRESS: at 71.60% examples, 208872 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:39,023 : INFO : EPOCH 6 - PROGRESS: at 71.71% examples, 208866 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:40,030 : INFO : EPOCH 6 - PROGRESS: at 71.83% examples, 208876 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:41,092 : INFO : EPOCH 6 - PROGRESS: at 71.95% examples, 208865 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:42,108 : INFO : EPOCH 6 - PROGRESS: at 72.07% examples, 208867 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:43,144 : INFO : EPOCH 6 - PROGRESS: at 72.18% examples, 208863 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:44,179 : INFO : EPOCH 6 - PROGRESS: at 72.31% examples, 208871 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:45,210 : INFO : EPOCH 6 - PROGRESS: at 72.43% examples, 208866 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:46,227 : INFO : EPOCH 6 - PROGRESS: at 72.52% examples, 208862 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:47,289 : INFO : EPOCH 6 - PROGRESS: at 72.64% examples, 208866 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:48,292 : INFO : EPOCH 6 - PROGRESS: at 72.76% examples, 208872 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:49,308 : INFO : EPOCH 6 - PROGRESS: at 72.88% examples, 208870 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:50,365 : INFO : EPOCH 6 - PROGRESS: at 73.01% examples, 208876 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:51,371 : INFO : EPOCH 6 - PROGRESS: at 73.14% examples, 208877 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:52,400 : INFO : EPOCH 6 - PROGRESS: at 73.25% examples, 208876 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:53,403 : INFO : EPOCH 6 - PROGRESS: at 73.38% examples, 208883 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:54,446 : INFO : EPOCH 6 - PROGRESS: at 73.51% examples, 208880 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:55,462 : INFO : EPOCH 6 - PROGRESS: at 73.63% examples, 208888 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:56,480 : INFO : EPOCH 6 - PROGRESS: at 73.73% examples, 208886 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:57,481 : INFO : EPOCH 6 - PROGRESS: at 73.84% examples, 208895 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:58,485 : INFO : EPOCH 6 - PROGRESS: at 73.94% examples, 208888 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:34:59,531 : INFO : EPOCH 6 - PROGRESS: at 74.06% examples, 208879 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:00,558 : INFO : EPOCH 6 - PROGRESS: at 74.17% examples, 208886 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:01,559 : INFO : EPOCH 6 - PROGRESS: at 74.27% examples, 208892 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:02,587 : INFO : EPOCH 6 - PROGRESS: at 74.40% examples, 208888 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:03,602 : INFO : EPOCH 6 - PROGRESS: at 74.51% examples, 208886 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:04,677 : INFO : EPOCH 6 - PROGRESS: at 74.64% examples, 208878 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:05,683 : INFO : EPOCH 6 - PROGRESS: at 74.75% examples, 208890 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:06,710 : INFO : EPOCH 6 - PROGRESS: at 74.86% examples, 208888 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:07,756 : INFO : EPOCH 6 - PROGRESS: at 74.99% examples, 208883 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:08,769 : INFO : EPOCH 6 - PROGRESS: at 75.11% examples, 208895 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:09,770 : INFO : EPOCH 6 - PROGRESS: at 75.21% examples, 208892 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:10,780 : INFO : EPOCH 6 - PROGRESS: at 75.32% examples, 208882 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:11,783 : INFO : EPOCH 6 - PROGRESS: at 75.44% examples, 208894 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:12,801 : INFO : EPOCH 6 - PROGRESS: at 75.55% examples, 208891 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:13,820 : INFO : EPOCH 6 - PROGRESS: at 75.67% examples, 208880 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:14,832 : INFO : EPOCH 6 - PROGRESS: at 75.79% examples, 208889 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:15,876 : INFO : EPOCH 6 - PROGRESS: at 75.90% examples, 208893 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:16,899 : INFO : EPOCH 6 - PROGRESS: at 76.02% examples, 208880 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:17,993 : INFO : EPOCH 6 - PROGRESS: at 76.14% examples, 208879 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:19,026 : INFO : EPOCH 6 - PROGRESS: at 76.26% examples, 208884 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:20,034 : INFO : EPOCH 6 - PROGRESS: at 76.38% examples, 208882 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:21,038 : INFO : EPOCH 6 - PROGRESS: at 76.51% examples, 208879 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:35:22,051 : INFO : EPOCH 6 - PROGRESS: at 76.60% examples, 208887 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:23,073 : INFO : EPOCH 6 - PROGRESS: at 76.72% examples, 208892 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:24,074 : INFO : EPOCH 6 - PROGRESS: at 76.84% examples, 208896 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:25,088 : INFO : EPOCH 6 - PROGRESS: at 76.94% examples, 208892 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:26,090 : INFO : EPOCH 6 - PROGRESS: at 77.05% examples, 208901 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:27,116 : INFO : EPOCH 6 - PROGRESS: at 77.17% examples, 208883 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:28,129 : INFO : EPOCH 6 - PROGRESS: at 77.27% examples, 208899 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:29,213 : INFO : EPOCH 6 - PROGRESS: at 77.38% examples, 208890 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:30,228 : INFO : EPOCH 6 - PROGRESS: at 77.51% examples, 208902 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:31,274 : INFO : EPOCH 6 - PROGRESS: at 77.61% examples, 208895 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:32,292 : INFO : EPOCH 6 - PROGRESS: at 77.72% examples, 208909 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:33,304 : INFO : EPOCH 6 - PROGRESS: at 77.83% examples, 208905 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:34,319 : INFO : EPOCH 6 - PROGRESS: at 77.94% examples, 208902 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:35,320 : INFO : EPOCH 6 - PROGRESS: at 78.07% examples, 208904 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:35:36,331 : INFO : EPOCH 6 - PROGRESS: at 78.19% examples, 208901 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:37,366 : INFO : EPOCH 6 - PROGRESS: at 78.30% examples, 208898 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:38,383 : INFO : EPOCH 6 - PROGRESS: at 78.42% examples, 208905 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:39,403 : INFO : EPOCH 6 - PROGRESS: at 78.54% examples, 208897 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:40,425 : INFO : EPOCH 6 - PROGRESS: at 78.67% examples, 208906 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:41,430 : INFO : EPOCH 6 - PROGRESS: at 78.78% examples, 208908 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:42,502 : INFO : EPOCH 6 - PROGRESS: at 78.91% examples, 208901 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:43,577 : INFO : EPOCH 6 - PROGRESS: at 79.03% examples, 208900 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:44,611 : INFO : EPOCH 6 - PROGRESS: at 79.18% examples, 208914 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:45,633 : INFO : EPOCH 6 - PROGRESS: at 79.30% examples, 208915 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:46,643 : INFO : EPOCH 6 - PROGRESS: at 79.39% examples, 208909 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:47,664 : INFO : EPOCH 6 - PROGRESS: at 79.52% examples, 208903 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:48,686 : INFO : EPOCH 6 - PROGRESS: at 79.63% examples, 208906 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:35:49,728 : INFO : EPOCH 6 - PROGRESS: at 79.74% examples, 208901 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:50,755 : INFO : EPOCH 6 - PROGRESS: at 79.85% examples, 208891 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:35:51,765 : INFO : EPOCH 6 - PROGRESS: at 79.97% examples, 208882 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:52,816 : INFO : EPOCH 6 - PROGRESS: at 80.08% examples, 208867 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:53,843 : INFO : EPOCH 6 - PROGRESS: at 80.18% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:54,844 : INFO : EPOCH 6 - PROGRESS: at 80.26% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:55,892 : INFO : EPOCH 6 - PROGRESS: at 80.35% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:56,896 : INFO : EPOCH 6 - PROGRESS: at 80.46% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:57,968 : INFO : EPOCH 6 - PROGRESS: at 80.58% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:58,984 : INFO : EPOCH 6 - PROGRESS: at 80.70% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:35:59,991 : INFO : EPOCH 6 - PROGRESS: at 80.81% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:00,997 : INFO : EPOCH 6 - PROGRESS: at 80.93% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:02,034 : INFO : EPOCH 6 - PROGRESS: at 81.03% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:03,084 : INFO : EPOCH 6 - PROGRESS: at 81.14% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:04,122 : INFO : EPOCH 6 - PROGRESS: at 81.27% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:05,159 : INFO : EPOCH 6 - PROGRESS: at 81.40% examples, 208761 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:36:06,172 : INFO : EPOCH 6 - PROGRESS: at 81.51% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:07,196 : INFO : EPOCH 6 - PROGRESS: at 81.62% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:08,242 : INFO : EPOCH 6 - PROGRESS: at 81.71% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:09,254 : INFO : EPOCH 6 - PROGRESS: at 81.82% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:10,319 : INFO : EPOCH 6 - PROGRESS: at 81.95% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:11,406 : INFO : EPOCH 6 - PROGRESS: at 82.10% examples, 208763 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:36:12,436 : INFO : EPOCH 6 - PROGRESS: at 82.21% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:13,437 : INFO : EPOCH 6 - PROGRESS: at 82.33% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:14,449 : INFO : EPOCH 6 - PROGRESS: at 82.45% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:15,531 : INFO : EPOCH 6 - PROGRESS: at 82.58% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:16,552 : INFO : EPOCH 6 - PROGRESS: at 82.71% examples, 208771 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:17,568 : INFO : EPOCH 6 - PROGRESS: at 82.83% examples, 208774 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:18,604 : INFO : EPOCH 6 - PROGRESS: at 82.94% examples, 208773 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:19,638 : INFO : EPOCH 6 - PROGRESS: at 83.04% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:20,713 : INFO : EPOCH 6 - PROGRESS: at 83.17% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:21,732 : INFO : EPOCH 6 - PROGRESS: at 83.27% examples, 208774 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:36:22,762 : INFO : EPOCH 6 - PROGRESS: at 83.38% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:23,779 : INFO : EPOCH 6 - PROGRESS: at 83.49% examples, 208779 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:24,779 : INFO : EPOCH 6 - PROGRESS: at 83.61% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:25,832 : INFO : EPOCH 6 - PROGRESS: at 83.74% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:26,857 : INFO : EPOCH 6 - PROGRESS: at 83.84% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:27,867 : INFO : EPOCH 6 - PROGRESS: at 83.95% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:28,899 : INFO : EPOCH 6 - PROGRESS: at 84.07% examples, 208779 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:29,905 : INFO : EPOCH 6 - PROGRESS: at 84.17% examples, 208788 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:30,966 : INFO : EPOCH 6 - PROGRESS: at 84.27% examples, 208774 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:31,985 : INFO : EPOCH 6 - PROGRESS: at 84.41% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:33,040 : INFO : EPOCH 6 - PROGRESS: at 84.52% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:34,048 : INFO : EPOCH 6 - PROGRESS: at 84.63% examples, 208788 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:35,054 : INFO : EPOCH 6 - PROGRESS: at 84.76% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:36,074 : INFO : EPOCH 6 - PROGRESS: at 84.86% examples, 208786 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:37,099 : INFO : EPOCH 6 - PROGRESS: at 84.97% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:38,117 : INFO : EPOCH 6 - PROGRESS: at 85.07% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:39,140 : INFO : EPOCH 6 - PROGRESS: at 85.19% examples, 208782 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:36:40,176 : INFO : EPOCH 6 - PROGRESS: at 85.30% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:41,179 : INFO : EPOCH 6 - PROGRESS: at 85.42% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:42,205 : INFO : EPOCH 6 - PROGRESS: at 85.54% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:43,213 : INFO : EPOCH 6 - PROGRESS: at 85.67% examples, 208798 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:44,245 : INFO : EPOCH 6 - PROGRESS: at 85.78% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:45,254 : INFO : EPOCH 6 - PROGRESS: at 85.91% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:46,256 : INFO : EPOCH 6 - PROGRESS: at 86.03% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:47,274 : INFO : EPOCH 6 - PROGRESS: at 86.13% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:48,299 : INFO : EPOCH 6 - PROGRESS: at 86.24% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:49,309 : INFO : EPOCH 6 - PROGRESS: at 86.35% examples, 208805 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:36:50,316 : INFO : EPOCH 6 - PROGRESS: at 86.45% examples, 208810 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:51,317 : INFO : EPOCH 6 - PROGRESS: at 86.55% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:52,322 : INFO : EPOCH 6 - PROGRESS: at 86.66% examples, 208801 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:36:53,343 : INFO : EPOCH 6 - PROGRESS: at 86.77% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:54,344 : INFO : EPOCH 6 - PROGRESS: at 86.88% examples, 208805 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:36:55,408 : INFO : EPOCH 6 - PROGRESS: at 86.99% examples, 208795 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:56,481 : INFO : EPOCH 6 - PROGRESS: at 87.11% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:57,484 : INFO : EPOCH 6 - PROGRESS: at 87.21% examples, 208793 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:36:58,504 : INFO : EPOCH 6 - PROGRESS: at 87.33% examples, 208802 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:36:59,533 : INFO : EPOCH 6 - PROGRESS: at 87.45% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:00,555 : INFO : EPOCH 6 - PROGRESS: at 87.57% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:01,601 : INFO : EPOCH 6 - PROGRESS: at 87.68% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:02,623 : INFO : EPOCH 6 - PROGRESS: at 87.76% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:03,645 : INFO : EPOCH 6 - PROGRESS: at 87.87% examples, 208798 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:04,652 : INFO : EPOCH 6 - PROGRESS: at 88.00% examples, 208802 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:37:05,663 : INFO : EPOCH 6 - PROGRESS: at 88.13% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:06,689 : INFO : EPOCH 6 - PROGRESS: at 88.25% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:07,723 : INFO : EPOCH 6 - PROGRESS: at 88.36% examples, 208806 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:37:08,784 : INFO : EPOCH 6 - PROGRESS: at 88.48% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:09,809 : INFO : EPOCH 6 - PROGRESS: at 88.59% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:10,823 : INFO : EPOCH 6 - PROGRESS: at 88.72% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:11,842 : INFO : EPOCH 6 - PROGRESS: at 88.82% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:12,859 : INFO : EPOCH 6 - PROGRESS: at 88.93% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:13,906 : INFO : EPOCH 6 - PROGRESS: at 89.06% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:14,907 : INFO : EPOCH 6 - PROGRESS: at 89.17% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:15,940 : INFO : EPOCH 6 - PROGRESS: at 89.27% examples, 208804 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:37:16,968 : INFO : EPOCH 6 - PROGRESS: at 89.38% examples, 208799 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:37:17,996 : INFO : EPOCH 6 - PROGRESS: at 89.51% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:19,000 : INFO : EPOCH 6 - PROGRESS: at 89.61% examples, 208815 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:20,024 : INFO : EPOCH 6 - PROGRESS: at 89.70% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:21,045 : INFO : EPOCH 6 - PROGRESS: at 89.82% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:22,053 : INFO : EPOCH 6 - PROGRESS: at 89.92% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:23,061 : INFO : EPOCH 6 - PROGRESS: at 90.03% examples, 208817 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:24,077 : INFO : EPOCH 6 - PROGRESS: at 90.14% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:25,108 : INFO : EPOCH 6 - PROGRESS: at 90.27% examples, 208815 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:26,113 : INFO : EPOCH 6 - PROGRESS: at 90.38% examples, 208818 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:27,124 : INFO : EPOCH 6 - PROGRESS: at 90.49% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:28,140 : INFO : EPOCH 6 - PROGRESS: at 90.61% examples, 208817 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:29,197 : INFO : EPOCH 6 - PROGRESS: at 90.74% examples, 208810 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:30,257 : INFO : EPOCH 6 - PROGRESS: at 90.86% examples, 208810 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:31,269 : INFO : EPOCH 6 - PROGRESS: at 90.97% examples, 208822 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:32,278 : INFO : EPOCH 6 - PROGRESS: at 91.06% examples, 208818 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:33,318 : INFO : EPOCH 6 - PROGRESS: at 91.17% examples, 208817 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:34,324 : INFO : EPOCH 6 - PROGRESS: at 91.30% examples, 208812 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:37:35,360 : INFO : EPOCH 6 - PROGRESS: at 91.41% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:36,378 : INFO : EPOCH 6 - PROGRESS: at 91.50% examples, 208815 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:37,384 : INFO : EPOCH 6 - PROGRESS: at 91.64% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:38,392 : INFO : EPOCH 6 - PROGRESS: at 91.74% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:39,401 : INFO : EPOCH 6 - PROGRESS: at 91.84% examples, 208826 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:40,428 : INFO : EPOCH 6 - PROGRESS: at 91.95% examples, 208817 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:41,434 : INFO : EPOCH 6 - PROGRESS: at 92.07% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:42,451 : INFO : EPOCH 6 - PROGRESS: at 92.20% examples, 208821 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:43,462 : INFO : EPOCH 6 - PROGRESS: at 92.32% examples, 208822 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:44,463 : INFO : EPOCH 6 - PROGRESS: at 92.42% examples, 208828 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:37:45,483 : INFO : EPOCH 6 - PROGRESS: at 92.53% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:46,508 : INFO : EPOCH 6 - PROGRESS: at 92.64% examples, 208824 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:37:47,524 : INFO : EPOCH 6 - PROGRESS: at 92.76% examples, 208826 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:48,542 : INFO : EPOCH 6 - PROGRESS: at 92.85% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:49,555 : INFO : EPOCH 6 - PROGRESS: at 92.96% examples, 208831 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:50,569 : INFO : EPOCH 6 - PROGRESS: at 93.07% examples, 208832 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:51,643 : INFO : EPOCH 6 - PROGRESS: at 93.19% examples, 208826 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:37:52,673 : INFO : EPOCH 6 - PROGRESS: at 93.29% examples, 208828 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:53,694 : INFO : EPOCH 6 - PROGRESS: at 93.42% examples, 208834 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:54,710 : INFO : EPOCH 6 - PROGRESS: at 93.55% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:55,725 : INFO : EPOCH 6 - PROGRESS: at 93.65% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:56,741 : INFO : EPOCH 6 - PROGRESS: at 93.76% examples, 208836 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:57,751 : INFO : EPOCH 6 - PROGRESS: at 93.87% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:58,758 : INFO : EPOCH 6 - PROGRESS: at 93.97% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:37:59,758 : INFO : EPOCH 6 - PROGRESS: at 94.12% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:00,765 : INFO : EPOCH 6 - PROGRESS: at 94.23% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:01,816 : INFO : EPOCH 6 - PROGRESS: at 94.35% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:02,830 : INFO : EPOCH 6 - PROGRESS: at 94.47% examples, 208828 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:03,839 : INFO : EPOCH 6 - PROGRESS: at 94.58% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:04,843 : INFO : EPOCH 6 - PROGRESS: at 94.69% examples, 208838 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:05,847 : INFO : EPOCH 6 - PROGRESS: at 94.79% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:06,866 : INFO : EPOCH 6 - PROGRESS: at 94.91% examples, 208835 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:07,923 : INFO : EPOCH 6 - PROGRESS: at 95.00% examples, 208829 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:08,953 : INFO : EPOCH 6 - PROGRESS: at 95.13% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:09,979 : INFO : EPOCH 6 - PROGRESS: at 95.22% examples, 208839 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:10,989 : INFO : EPOCH 6 - PROGRESS: at 95.32% examples, 208832 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:11,994 : INFO : EPOCH 6 - PROGRESS: at 95.44% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:13,017 : INFO : EPOCH 6 - PROGRESS: at 95.57% examples, 208850 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:14,032 : INFO : EPOCH 6 - PROGRESS: at 95.69% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:15,036 : INFO : EPOCH 6 - PROGRESS: at 95.81% examples, 208847 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:16,045 : INFO : EPOCH 6 - PROGRESS: at 95.91% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:17,090 : INFO : EPOCH 6 - PROGRESS: at 96.04% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:18,104 : INFO : EPOCH 6 - PROGRESS: at 96.15% examples, 208848 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:19,121 : INFO : EPOCH 6 - PROGRESS: at 96.26% examples, 208848 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:20,166 : INFO : EPOCH 6 - PROGRESS: at 96.39% examples, 208836 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:21,227 : INFO : EPOCH 6 - PROGRESS: at 96.49% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:22,248 : INFO : EPOCH 6 - PROGRESS: at 96.63% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:23,310 : INFO : EPOCH 6 - PROGRESS: at 96.75% examples, 208835 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:24,329 : INFO : EPOCH 6 - PROGRESS: at 96.85% examples, 208844 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:25,344 : INFO : EPOCH 6 - PROGRESS: at 96.96% examples, 208848 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:26,378 : INFO : EPOCH 6 - PROGRESS: at 97.08% examples, 208844 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:27,391 : INFO : EPOCH 6 - PROGRESS: at 97.19% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:28,455 : INFO : EPOCH 6 - PROGRESS: at 97.30% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:29,467 : INFO : EPOCH 6 - PROGRESS: at 97.42% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:30,503 : INFO : EPOCH 6 - PROGRESS: at 97.55% examples, 208839 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:31,528 : INFO : EPOCH 6 - PROGRESS: at 97.67% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:32,548 : INFO : EPOCH 6 - PROGRESS: at 97.79% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:33,558 : INFO : EPOCH 6 - PROGRESS: at 97.89% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:34,635 : INFO : EPOCH 6 - PROGRESS: at 98.01% examples, 208847 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:35,698 : INFO : EPOCH 6 - PROGRESS: at 98.14% examples, 208850 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:36,752 : INFO : EPOCH 6 - PROGRESS: at 98.25% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:37,780 : INFO : EPOCH 6 - PROGRESS: at 98.35% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:38,780 : INFO : EPOCH 6 - PROGRESS: at 98.45% examples, 208849 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:39,808 : INFO : EPOCH 6 - PROGRESS: at 98.58% examples, 208853 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:40,837 : INFO : EPOCH 6 - PROGRESS: at 98.70% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:41,862 : INFO : EPOCH 6 - PROGRESS: at 98.80% examples, 208847 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:42,902 : INFO : EPOCH 6 - PROGRESS: at 98.91% examples, 208852 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:43,989 : INFO : EPOCH 6 - PROGRESS: at 99.02% examples, 208848 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:44,996 : INFO : EPOCH 6 - PROGRESS: at 99.14% examples, 208855 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:46,011 : INFO : EPOCH 6 - PROGRESS: at 99.25% examples, 208850 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:47,024 : INFO : EPOCH 6 - PROGRESS: at 99.37% examples, 208851 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:48,038 : INFO : EPOCH 6 - PROGRESS: at 99.48% examples, 208860 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:49,044 : INFO : EPOCH 6 - PROGRESS: at 99.57% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:50,050 : INFO : EPOCH 6 - PROGRESS: at 99.68% examples, 208860 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:51,076 : INFO : EPOCH 6 - PROGRESS: at 99.78% examples, 208857 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:38:52,080 : INFO : EPOCH 6 - PROGRESS: at 99.90% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:52,936 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 01:38:52,964 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 01:38:52,965 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 01:38:52,991 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 01:38:52,992 : INFO : EPOCH - 6 : training on 248038538 raw words (187746059 effective words) took 898.9s, 208866 effective words/s
2020-07-17 01:38:54,040 : INFO : EPOCH 7 - PROGRESS: at 0.11% examples, 192395 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:55,063 : INFO : EPOCH 7 - PROGRESS: at 0.22% examples, 201080 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:56,097 : INFO : EPOCH 7 - PROGRESS: at 0.33% examples, 203238 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:57,107 : INFO : EPOCH 7 - PROGRESS: at 0.43% examples, 203887 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:58,192 : INFO : EPOCH 7 - PROGRESS: at 0.56% examples, 205558 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:38:59,270 : INFO : EPOCH 7 - PROGRESS: at 0.65% examples, 206218 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:00,316 : INFO : EPOCH 7 - PROGRESS: at 0.77% examples, 206847 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:01,329 : INFO : EPOCH 7 - PROGRESS: at 0.87% examples, 207062 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:02,334 : INFO : EPOCH 7 - PROGRESS: at 1.00% examples, 207328 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:03,337 : INFO : EPOCH 7 - PROGRESS: at 1.11% examples, 208152 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:04,366 : INFO : EPOCH 7 - PROGRESS: at 1.23% examples, 207668 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:05,413 : INFO : EPOCH 7 - PROGRESS: at 1.34% examples, 208093 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:06,427 : INFO : EPOCH 7 - PROGRESS: at 1.45% examples, 208112 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:07,514 : INFO : EPOCH 7 - PROGRESS: at 1.58% examples, 207971 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:08,567 : INFO : EPOCH 7 - PROGRESS: at 1.70% examples, 208331 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:09,608 : INFO : EPOCH 7 - PROGRESS: at 1.81% examples, 208623 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:10,640 : INFO : EPOCH 7 - PROGRESS: at 1.92% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:11,665 : INFO : EPOCH 7 - PROGRESS: at 2.02% examples, 208520 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:12,702 : INFO : EPOCH 7 - PROGRESS: at 2.15% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:13,753 : INFO : EPOCH 7 - PROGRESS: at 2.26% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:14,753 : INFO : EPOCH 7 - PROGRESS: at 2.36% examples, 208566 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:15,788 : INFO : EPOCH 7 - PROGRESS: at 2.47% examples, 208437 words/s, in_qsize 7, out_qsize 2
2020-07-17 01:39:16,801 : INFO : EPOCH 7 - PROGRESS: at 2.60% examples, 208609 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:17,801 : INFO : EPOCH 7 - PROGRESS: at 2.71% examples, 208867 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:18,819 : INFO : EPOCH 7 - PROGRESS: at 2.82% examples, 208868 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:19,820 : INFO : EPOCH 7 - PROGRESS: at 2.92% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:20,861 : INFO : EPOCH 7 - PROGRESS: at 3.04% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:21,878 : INFO : EPOCH 7 - PROGRESS: at 3.15% examples, 208862 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:22,891 : INFO : EPOCH 7 - PROGRESS: at 3.27% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:23,928 : INFO : EPOCH 7 - PROGRESS: at 3.38% examples, 208823 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:24,943 : INFO : EPOCH 7 - PROGRESS: at 3.50% examples, 208875 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:26,005 : INFO : EPOCH 7 - PROGRESS: at 3.63% examples, 208931 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:27,026 : INFO : EPOCH 7 - PROGRESS: at 3.72% examples, 208836 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:39:28,029 : INFO : EPOCH 7 - PROGRESS: at 3.84% examples, 209061 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:29,032 : INFO : EPOCH 7 - PROGRESS: at 3.95% examples, 209202 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:30,036 : INFO : EPOCH 7 - PROGRESS: at 4.06% examples, 209149 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:31,039 : INFO : EPOCH 7 - PROGRESS: at 4.17% examples, 209070 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:32,099 : INFO : EPOCH 7 - PROGRESS: at 4.28% examples, 209036 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:33,131 : INFO : EPOCH 7 - PROGRESS: at 4.40% examples, 208996 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:34,137 : INFO : EPOCH 7 - PROGRESS: at 4.50% examples, 209057 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:35,210 : INFO : EPOCH 7 - PROGRESS: at 4.63% examples, 208949 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:36,246 : INFO : EPOCH 7 - PROGRESS: at 4.75% examples, 209114 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:37,285 : INFO : EPOCH 7 - PROGRESS: at 4.87% examples, 209023 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:38,364 : INFO : EPOCH 7 - PROGRESS: at 4.98% examples, 208924 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:39,399 : INFO : EPOCH 7 - PROGRESS: at 5.09% examples, 208995 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:40,420 : INFO : EPOCH 7 - PROGRESS: at 5.22% examples, 208962 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:41,430 : INFO : EPOCH 7 - PROGRESS: at 5.35% examples, 209177 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:42,434 : INFO : EPOCH 7 - PROGRESS: at 5.47% examples, 209000 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:43,487 : INFO : EPOCH 7 - PROGRESS: at 5.59% examples, 209001 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:44,526 : INFO : EPOCH 7 - PROGRESS: at 5.72% examples, 209046 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:45,530 : INFO : EPOCH 7 - PROGRESS: at 5.83% examples, 209154 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:39:46,559 : INFO : EPOCH 7 - PROGRESS: at 5.95% examples, 209152 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:47,561 : INFO : EPOCH 7 - PROGRESS: at 6.06% examples, 209165 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:48,586 : INFO : EPOCH 7 - PROGRESS: at 6.17% examples, 209277 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:49,643 : INFO : EPOCH 7 - PROGRESS: at 6.28% examples, 209153 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:50,670 : INFO : EPOCH 7 - PROGRESS: at 6.37% examples, 209139 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:51,708 : INFO : EPOCH 7 - PROGRESS: at 6.50% examples, 209108 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:52,709 : INFO : EPOCH 7 - PROGRESS: at 6.62% examples, 209143 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:39:53,744 : INFO : EPOCH 7 - PROGRESS: at 6.73% examples, 209051 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:54,815 : INFO : EPOCH 7 - PROGRESS: at 6.84% examples, 209037 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:55,853 : INFO : EPOCH 7 - PROGRESS: at 6.95% examples, 209057 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:56,870 : INFO : EPOCH 7 - PROGRESS: at 7.08% examples, 209197 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:57,884 : INFO : EPOCH 7 - PROGRESS: at 7.21% examples, 209183 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:58,906 : INFO : EPOCH 7 - PROGRESS: at 7.32% examples, 209160 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:39:59,945 : INFO : EPOCH 7 - PROGRESS: at 7.43% examples, 209144 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:00,971 : INFO : EPOCH 7 - PROGRESS: at 7.55% examples, 209099 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:01,983 : INFO : EPOCH 7 - PROGRESS: at 7.65% examples, 209124 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:03,038 : INFO : EPOCH 7 - PROGRESS: at 7.75% examples, 209055 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:04,054 : INFO : EPOCH 7 - PROGRESS: at 7.87% examples, 209027 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:40:05,063 : INFO : EPOCH 7 - PROGRESS: at 7.99% examples, 209142 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:06,071 : INFO : EPOCH 7 - PROGRESS: at 8.10% examples, 209020 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:40:07,101 : INFO : EPOCH 7 - PROGRESS: at 8.21% examples, 209116 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:08,111 : INFO : EPOCH 7 - PROGRESS: at 8.33% examples, 209034 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:09,142 : INFO : EPOCH 7 - PROGRESS: at 8.43% examples, 209102 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:10,191 : INFO : EPOCH 7 - PROGRESS: at 8.55% examples, 209078 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:11,194 : INFO : EPOCH 7 - PROGRESS: at 8.66% examples, 209152 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:12,242 : INFO : EPOCH 7 - PROGRESS: at 8.78% examples, 209048 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:13,251 : INFO : EPOCH 7 - PROGRESS: at 8.89% examples, 209075 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:14,268 : INFO : EPOCH 7 - PROGRESS: at 8.99% examples, 209062 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:15,296 : INFO : EPOCH 7 - PROGRESS: at 9.11% examples, 209073 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:16,306 : INFO : EPOCH 7 - PROGRESS: at 9.22% examples, 209108 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:17,310 : INFO : EPOCH 7 - PROGRESS: at 9.32% examples, 209172 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:18,358 : INFO : EPOCH 7 - PROGRESS: at 9.45% examples, 209058 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:19,414 : INFO : EPOCH 7 - PROGRESS: at 9.57% examples, 209145 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:20,430 : INFO : EPOCH 7 - PROGRESS: at 9.70% examples, 209140 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:21,436 : INFO : EPOCH 7 - PROGRESS: at 9.81% examples, 209005 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:22,502 : INFO : EPOCH 7 - PROGRESS: at 9.93% examples, 208873 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:23,509 : INFO : EPOCH 7 - PROGRESS: at 10.05% examples, 208862 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:40:24,512 : INFO : EPOCH 7 - PROGRESS: at 10.16% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:25,521 : INFO : EPOCH 7 - PROGRESS: at 10.26% examples, 208161 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:26,582 : INFO : EPOCH 7 - PROGRESS: at 10.37% examples, 207904 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:27,631 : INFO : EPOCH 7 - PROGRESS: at 10.48% examples, 207884 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:28,632 : INFO : EPOCH 7 - PROGRESS: at 10.60% examples, 207933 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:29,678 : INFO : EPOCH 7 - PROGRESS: at 10.71% examples, 207888 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:30,697 : INFO : EPOCH 7 - PROGRESS: at 10.83% examples, 207923 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:31,709 : INFO : EPOCH 7 - PROGRESS: at 10.94% examples, 207992 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:32,715 : INFO : EPOCH 7 - PROGRESS: at 11.05% examples, 208018 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:33,782 : INFO : EPOCH 7 - PROGRESS: at 11.16% examples, 207928 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:34,866 : INFO : EPOCH 7 - PROGRESS: at 11.29% examples, 207958 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:35,867 : INFO : EPOCH 7 - PROGRESS: at 11.41% examples, 208006 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:36,919 : INFO : EPOCH 7 - PROGRESS: at 11.52% examples, 208003 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:40:37,938 : INFO : EPOCH 7 - PROGRESS: at 11.64% examples, 207999 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:38,967 : INFO : EPOCH 7 - PROGRESS: at 11.76% examples, 208049 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:39,988 : INFO : EPOCH 7 - PROGRESS: at 11.89% examples, 208053 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:40:41,064 : INFO : EPOCH 7 - PROGRESS: at 12.00% examples, 208005 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:40:42,065 : INFO : EPOCH 7 - PROGRESS: at 12.12% examples, 208117 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:40:43,069 : INFO : EPOCH 7 - PROGRESS: at 12.23% examples, 208186 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:44,089 : INFO : EPOCH 7 - PROGRESS: at 12.35% examples, 208187 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:45,156 : INFO : EPOCH 7 - PROGRESS: at 12.47% examples, 208082 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:46,197 : INFO : EPOCH 7 - PROGRESS: at 12.59% examples, 208138 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:47,200 : INFO : EPOCH 7 - PROGRESS: at 12.71% examples, 208178 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:48,226 : INFO : EPOCH 7 - PROGRESS: at 12.83% examples, 208157 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:49,231 : INFO : EPOCH 7 - PROGRESS: at 12.93% examples, 208175 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:50,286 : INFO : EPOCH 7 - PROGRESS: at 13.05% examples, 208091 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:51,382 : INFO : EPOCH 7 - PROGRESS: at 13.18% examples, 208137 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:52,414 : INFO : EPOCH 7 - PROGRESS: at 13.29% examples, 208168 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:53,420 : INFO : EPOCH 7 - PROGRESS: at 13.39% examples, 208200 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:54,427 : INFO : EPOCH 7 - PROGRESS: at 13.50% examples, 208231 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:55,458 : INFO : EPOCH 7 - PROGRESS: at 13.61% examples, 208231 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:56,472 : INFO : EPOCH 7 - PROGRESS: at 13.74% examples, 208171 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:57,519 : INFO : EPOCH 7 - PROGRESS: at 13.86% examples, 208184 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:58,544 : INFO : EPOCH 7 - PROGRESS: at 13.97% examples, 208268 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:40:59,562 : INFO : EPOCH 7 - PROGRESS: at 14.08% examples, 208219 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:00,596 : INFO : EPOCH 7 - PROGRESS: at 14.19% examples, 208263 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:01,601 : INFO : EPOCH 7 - PROGRESS: at 14.31% examples, 208262 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:02,664 : INFO : EPOCH 7 - PROGRESS: at 14.43% examples, 208240 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:03,684 : INFO : EPOCH 7 - PROGRESS: at 14.56% examples, 208261 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:04,749 : INFO : EPOCH 7 - PROGRESS: at 14.67% examples, 208282 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:05,787 : INFO : EPOCH 7 - PROGRESS: at 14.78% examples, 208275 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:06,838 : INFO : EPOCH 7 - PROGRESS: at 14.92% examples, 208247 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:07,845 : INFO : EPOCH 7 - PROGRESS: at 15.03% examples, 208219 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:08,887 : INFO : EPOCH 7 - PROGRESS: at 15.13% examples, 208281 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:09,896 : INFO : EPOCH 7 - PROGRESS: at 15.23% examples, 208303 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:10,946 : INFO : EPOCH 7 - PROGRESS: at 15.34% examples, 208288 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:11,972 : INFO : EPOCH 7 - PROGRESS: at 15.46% examples, 208282 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:12,992 : INFO : EPOCH 7 - PROGRESS: at 15.56% examples, 208338 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:14,045 : INFO : EPOCH 7 - PROGRESS: at 15.67% examples, 208313 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:15,062 : INFO : EPOCH 7 - PROGRESS: at 15.77% examples, 208302 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:16,095 : INFO : EPOCH 7 - PROGRESS: at 15.90% examples, 208343 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:17,121 : INFO : EPOCH 7 - PROGRESS: at 16.00% examples, 208358 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:18,230 : INFO : EPOCH 7 - PROGRESS: at 16.12% examples, 208309 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:19,262 : INFO : EPOCH 7 - PROGRESS: at 16.24% examples, 208353 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:20,279 : INFO : EPOCH 7 - PROGRESS: at 16.35% examples, 208359 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:21,290 : INFO : EPOCH 7 - PROGRESS: at 16.47% examples, 208381 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:22,312 : INFO : EPOCH 7 - PROGRESS: at 16.59% examples, 208410 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:23,357 : INFO : EPOCH 7 - PROGRESS: at 16.69% examples, 208378 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:41:24,372 : INFO : EPOCH 7 - PROGRESS: at 16.79% examples, 208384 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:25,376 : INFO : EPOCH 7 - PROGRESS: at 16.91% examples, 208396 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:26,412 : INFO : EPOCH 7 - PROGRESS: at 17.02% examples, 208393 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:27,454 : INFO : EPOCH 7 - PROGRESS: at 17.14% examples, 208383 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:28,455 : INFO : EPOCH 7 - PROGRESS: at 17.24% examples, 208433 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:29,456 : INFO : EPOCH 7 - PROGRESS: at 17.36% examples, 208435 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:30,499 : INFO : EPOCH 7 - PROGRESS: at 17.46% examples, 208392 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:31,515 : INFO : EPOCH 7 - PROGRESS: at 17.59% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:32,540 : INFO : EPOCH 7 - PROGRESS: at 17.70% examples, 208438 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:33,593 : INFO : EPOCH 7 - PROGRESS: at 17.81% examples, 208385 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:34,599 : INFO : EPOCH 7 - PROGRESS: at 17.92% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:35,611 : INFO : EPOCH 7 - PROGRESS: at 18.03% examples, 208426 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:36,638 : INFO : EPOCH 7 - PROGRESS: at 18.15% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:37,664 : INFO : EPOCH 7 - PROGRESS: at 18.29% examples, 208450 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:38,680 : INFO : EPOCH 7 - PROGRESS: at 18.39% examples, 208450 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:39,686 : INFO : EPOCH 7 - PROGRESS: at 18.50% examples, 208437 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:40,693 : INFO : EPOCH 7 - PROGRESS: at 18.59% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:41,711 : INFO : EPOCH 7 - PROGRESS: at 18.69% examples, 208432 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:42,731 : INFO : EPOCH 7 - PROGRESS: at 18.80% examples, 208437 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:43,743 : INFO : EPOCH 7 - PROGRESS: at 18.92% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:44,752 : INFO : EPOCH 7 - PROGRESS: at 19.03% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:45,786 : INFO : EPOCH 7 - PROGRESS: at 19.13% examples, 208496 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:46,843 : INFO : EPOCH 7 - PROGRESS: at 19.23% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:47,871 : INFO : EPOCH 7 - PROGRESS: at 19.33% examples, 208513 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:48,960 : INFO : EPOCH 7 - PROGRESS: at 19.45% examples, 208453 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:49,989 : INFO : EPOCH 7 - PROGRESS: at 19.56% examples, 208522 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:41:51,034 : INFO : EPOCH 7 - PROGRESS: at 19.68% examples, 208489 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:52,075 : INFO : EPOCH 7 - PROGRESS: at 19.80% examples, 208509 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:53,077 : INFO : EPOCH 7 - PROGRESS: at 19.94% examples, 208510 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:54,089 : INFO : EPOCH 7 - PROGRESS: at 20.08% examples, 208550 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:55,103 : INFO : EPOCH 7 - PROGRESS: at 20.18% examples, 208511 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:56,127 : INFO : EPOCH 7 - PROGRESS: at 20.30% examples, 208544 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:57,160 : INFO : EPOCH 7 - PROGRESS: at 20.41% examples, 208518 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:58,220 : INFO : EPOCH 7 - PROGRESS: at 20.52% examples, 208514 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:41:59,237 : INFO : EPOCH 7 - PROGRESS: at 20.63% examples, 208530 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:00,302 : INFO : EPOCH 7 - PROGRESS: at 20.73% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:01,308 : INFO : EPOCH 7 - PROGRESS: at 20.83% examples, 208538 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:42:02,318 : INFO : EPOCH 7 - PROGRESS: at 20.93% examples, 208517 words/s, in_qsize 8, out_qsize 2
2020-07-17 01:42:03,324 : INFO : EPOCH 7 - PROGRESS: at 21.05% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:04,333 : INFO : EPOCH 7 - PROGRESS: at 21.17% examples, 208554 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:05,429 : INFO : EPOCH 7 - PROGRESS: at 21.28% examples, 208508 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:06,457 : INFO : EPOCH 7 - PROGRESS: at 21.39% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:07,474 : INFO : EPOCH 7 - PROGRESS: at 21.50% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:08,484 : INFO : EPOCH 7 - PROGRESS: at 21.61% examples, 208549 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:09,523 : INFO : EPOCH 7 - PROGRESS: at 21.73% examples, 208553 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:10,533 : INFO : EPOCH 7 - PROGRESS: at 21.84% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:11,556 : INFO : EPOCH 7 - PROGRESS: at 21.97% examples, 208580 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:12,577 : INFO : EPOCH 7 - PROGRESS: at 22.09% examples, 208597 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:13,594 : INFO : EPOCH 7 - PROGRESS: at 22.20% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:14,613 : INFO : EPOCH 7 - PROGRESS: at 22.31% examples, 208610 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:15,618 : INFO : EPOCH 7 - PROGRESS: at 22.41% examples, 208614 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:16,700 : INFO : EPOCH 7 - PROGRESS: at 22.53% examples, 208597 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:17,708 : INFO : EPOCH 7 - PROGRESS: at 22.64% examples, 208612 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:18,710 : INFO : EPOCH 7 - PROGRESS: at 22.76% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:19,736 : INFO : EPOCH 7 - PROGRESS: at 22.86% examples, 208590 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:42:20,757 : INFO : EPOCH 7 - PROGRESS: at 22.98% examples, 208623 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:21,764 : INFO : EPOCH 7 - PROGRESS: at 23.09% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:22,810 : INFO : EPOCH 7 - PROGRESS: at 23.21% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:23,900 : INFO : EPOCH 7 - PROGRESS: at 23.33% examples, 208598 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:42:24,905 : INFO : EPOCH 7 - PROGRESS: at 23.45% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:25,907 : INFO : EPOCH 7 - PROGRESS: at 23.56% examples, 208611 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:26,914 : INFO : EPOCH 7 - PROGRESS: at 23.68% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:27,914 : INFO : EPOCH 7 - PROGRESS: at 23.79% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:28,978 : INFO : EPOCH 7 - PROGRESS: at 23.90% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:29,981 : INFO : EPOCH 7 - PROGRESS: at 24.05% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:30,993 : INFO : EPOCH 7 - PROGRESS: at 24.18% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:32,053 : INFO : EPOCH 7 - PROGRESS: at 24.29% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:33,092 : INFO : EPOCH 7 - PROGRESS: at 24.42% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:34,111 : INFO : EPOCH 7 - PROGRESS: at 24.54% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:35,114 : INFO : EPOCH 7 - PROGRESS: at 24.66% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:36,131 : INFO : EPOCH 7 - PROGRESS: at 24.79% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:37,145 : INFO : EPOCH 7 - PROGRESS: at 24.88% examples, 208647 words/s, in_qsize 7, out_qsize 1
2020-07-17 01:42:38,189 : INFO : EPOCH 7 - PROGRESS: at 25.00% examples, 208676 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:39,219 : INFO : EPOCH 7 - PROGRESS: at 25.12% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:40,261 : INFO : EPOCH 7 - PROGRESS: at 25.23% examples, 208662 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:41,356 : INFO : EPOCH 7 - PROGRESS: at 25.33% examples, 208638 words/s, in_qsize 7, out_qsize 1
2020-07-17 01:42:42,383 : INFO : EPOCH 7 - PROGRESS: at 25.44% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:43,487 : INFO : EPOCH 7 - PROGRESS: at 25.55% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:44,506 : INFO : EPOCH 7 - PROGRESS: at 25.67% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:45,521 : INFO : EPOCH 7 - PROGRESS: at 25.79% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:46,550 : INFO : EPOCH 7 - PROGRESS: at 25.90% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:47,550 : INFO : EPOCH 7 - PROGRESS: at 26.01% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:48,567 : INFO : EPOCH 7 - PROGRESS: at 26.12% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:49,596 : INFO : EPOCH 7 - PROGRESS: at 26.23% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:50,604 : INFO : EPOCH 7 - PROGRESS: at 26.37% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:51,610 : INFO : EPOCH 7 - PROGRESS: at 26.48% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:52,615 : INFO : EPOCH 7 - PROGRESS: at 26.60% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:53,632 : INFO : EPOCH 7 - PROGRESS: at 26.70% examples, 208712 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:54,660 : INFO : EPOCH 7 - PROGRESS: at 26.81% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:55,663 : INFO : EPOCH 7 - PROGRESS: at 26.94% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:56,736 : INFO : EPOCH 7 - PROGRESS: at 27.04% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:57,755 : INFO : EPOCH 7 - PROGRESS: at 27.16% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:58,768 : INFO : EPOCH 7 - PROGRESS: at 27.27% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:42:59,848 : INFO : EPOCH 7 - PROGRESS: at 27.39% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:00,856 : INFO : EPOCH 7 - PROGRESS: at 27.50% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:01,961 : INFO : EPOCH 7 - PROGRESS: at 27.61% examples, 208680 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:43:02,967 : INFO : EPOCH 7 - PROGRESS: at 27.73% examples, 208736 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:03,995 : INFO : EPOCH 7 - PROGRESS: at 27.84% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:04,998 : INFO : EPOCH 7 - PROGRESS: at 27.95% examples, 208734 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:06,082 : INFO : EPOCH 7 - PROGRESS: at 28.07% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:07,102 : INFO : EPOCH 7 - PROGRESS: at 28.21% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:08,104 : INFO : EPOCH 7 - PROGRESS: at 28.33% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:09,132 : INFO : EPOCH 7 - PROGRESS: at 28.45% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:10,154 : INFO : EPOCH 7 - PROGRESS: at 28.55% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:11,166 : INFO : EPOCH 7 - PROGRESS: at 28.65% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:12,247 : INFO : EPOCH 7 - PROGRESS: at 28.76% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:13,286 : INFO : EPOCH 7 - PROGRESS: at 28.89% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:14,301 : INFO : EPOCH 7 - PROGRESS: at 29.01% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:15,340 : INFO : EPOCH 7 - PROGRESS: at 29.13% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:16,349 : INFO : EPOCH 7 - PROGRESS: at 29.23% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:17,349 : INFO : EPOCH 7 - PROGRESS: at 29.35% examples, 208734 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:18,405 : INFO : EPOCH 7 - PROGRESS: at 29.45% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:19,419 : INFO : EPOCH 7 - PROGRESS: at 29.55% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:20,426 : INFO : EPOCH 7 - PROGRESS: at 29.65% examples, 208736 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:43:21,448 : INFO : EPOCH 7 - PROGRESS: at 29.76% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:22,466 : INFO : EPOCH 7 - PROGRESS: at 29.88% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:23,482 : INFO : EPOCH 7 - PROGRESS: at 29.98% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:24,548 : INFO : EPOCH 7 - PROGRESS: at 30.10% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:25,552 : INFO : EPOCH 7 - PROGRESS: at 30.20% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:26,603 : INFO : EPOCH 7 - PROGRESS: at 30.32% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:27,670 : INFO : EPOCH 7 - PROGRESS: at 30.43% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:28,738 : INFO : EPOCH 7 - PROGRESS: at 30.55% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:29,759 : INFO : EPOCH 7 - PROGRESS: at 30.66% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:30,793 : INFO : EPOCH 7 - PROGRESS: at 30.77% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:31,820 : INFO : EPOCH 7 - PROGRESS: at 30.90% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:32,836 : INFO : EPOCH 7 - PROGRESS: at 31.01% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:33,855 : INFO : EPOCH 7 - PROGRESS: at 31.14% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:34,869 : INFO : EPOCH 7 - PROGRESS: at 31.26% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:35,887 : INFO : EPOCH 7 - PROGRESS: at 31.37% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:36,918 : INFO : EPOCH 7 - PROGRESS: at 31.49% examples, 208796 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:37,939 : INFO : EPOCH 7 - PROGRESS: at 31.61% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:38,979 : INFO : EPOCH 7 - PROGRESS: at 31.73% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:40,026 : INFO : EPOCH 7 - PROGRESS: at 31.85% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:41,061 : INFO : EPOCH 7 - PROGRESS: at 31.95% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:42,073 : INFO : EPOCH 7 - PROGRESS: at 32.06% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:43,131 : INFO : EPOCH 7 - PROGRESS: at 32.20% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:44,138 : INFO : EPOCH 7 - PROGRESS: at 32.30% examples, 208805 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:45,152 : INFO : EPOCH 7 - PROGRESS: at 32.41% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:46,160 : INFO : EPOCH 7 - PROGRESS: at 32.51% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:47,231 : INFO : EPOCH 7 - PROGRESS: at 32.63% examples, 208795 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:43:48,238 : INFO : EPOCH 7 - PROGRESS: at 32.76% examples, 208831 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:49,297 : INFO : EPOCH 7 - PROGRESS: at 32.88% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:50,337 : INFO : EPOCH 7 - PROGRESS: at 32.98% examples, 208814 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:43:51,349 : INFO : EPOCH 7 - PROGRESS: at 33.10% examples, 208836 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:52,354 : INFO : EPOCH 7 - PROGRESS: at 33.21% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:53,378 : INFO : EPOCH 7 - PROGRESS: at 33.32% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:54,416 : INFO : EPOCH 7 - PROGRESS: at 33.44% examples, 208829 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:55,421 : INFO : EPOCH 7 - PROGRESS: at 33.55% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:56,449 : INFO : EPOCH 7 - PROGRESS: at 33.67% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:57,453 : INFO : EPOCH 7 - PROGRESS: at 33.80% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:58,516 : INFO : EPOCH 7 - PROGRESS: at 33.90% examples, 208828 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:43:59,525 : INFO : EPOCH 7 - PROGRESS: at 34.02% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:00,534 : INFO : EPOCH 7 - PROGRESS: at 34.13% examples, 208857 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:01,540 : INFO : EPOCH 7 - PROGRESS: at 34.23% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:02,541 : INFO : EPOCH 7 - PROGRESS: at 34.34% examples, 208858 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:44:03,545 : INFO : EPOCH 7 - PROGRESS: at 34.46% examples, 208864 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:04,583 : INFO : EPOCH 7 - PROGRESS: at 34.58% examples, 208829 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:05,584 : INFO : EPOCH 7 - PROGRESS: at 34.68% examples, 208854 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:06,588 : INFO : EPOCH 7 - PROGRESS: at 34.79% examples, 208854 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:07,676 : INFO : EPOCH 7 - PROGRESS: at 34.90% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:08,725 : INFO : EPOCH 7 - PROGRESS: at 35.02% examples, 208858 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:09,761 : INFO : EPOCH 7 - PROGRESS: at 35.12% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:10,824 : INFO : EPOCH 7 - PROGRESS: at 35.25% examples, 208845 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:44:11,850 : INFO : EPOCH 7 - PROGRESS: at 35.36% examples, 208865 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:12,899 : INFO : EPOCH 7 - PROGRESS: at 35.47% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:13,910 : INFO : EPOCH 7 - PROGRESS: at 35.58% examples, 208873 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:14,930 : INFO : EPOCH 7 - PROGRESS: at 35.72% examples, 208878 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:15,930 : INFO : EPOCH 7 - PROGRESS: at 35.82% examples, 208877 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:16,948 : INFO : EPOCH 7 - PROGRESS: at 35.94% examples, 208860 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:17,953 : INFO : EPOCH 7 - PROGRESS: at 36.05% examples, 208890 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:19,026 : INFO : EPOCH 7 - PROGRESS: at 36.16% examples, 208858 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:20,028 : INFO : EPOCH 7 - PROGRESS: at 36.28% examples, 208881 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:21,039 : INFO : EPOCH 7 - PROGRESS: at 36.38% examples, 208866 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:22,074 : INFO : EPOCH 7 - PROGRESS: at 36.49% examples, 208849 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:23,108 : INFO : EPOCH 7 - PROGRESS: at 36.61% examples, 208878 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:24,129 : INFO : EPOCH 7 - PROGRESS: at 36.72% examples, 208865 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:25,135 : INFO : EPOCH 7 - PROGRESS: at 36.82% examples, 208870 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:44:26,135 : INFO : EPOCH 7 - PROGRESS: at 36.92% examples, 208860 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:27,136 : INFO : EPOCH 7 - PROGRESS: at 37.02% examples, 208878 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:28,160 : INFO : EPOCH 7 - PROGRESS: at 37.13% examples, 208888 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:29,188 : INFO : EPOCH 7 - PROGRESS: at 37.25% examples, 208885 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:30,210 : INFO : EPOCH 7 - PROGRESS: at 37.38% examples, 208894 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:31,238 : INFO : EPOCH 7 - PROGRESS: at 37.49% examples, 208866 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:32,238 : INFO : EPOCH 7 - PROGRESS: at 37.62% examples, 208867 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:33,296 : INFO : EPOCH 7 - PROGRESS: at 37.73% examples, 208876 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:34,306 : INFO : EPOCH 7 - PROGRESS: at 37.85% examples, 208904 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:35,312 : INFO : EPOCH 7 - PROGRESS: at 37.97% examples, 208896 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:36,375 : INFO : EPOCH 7 - PROGRESS: at 38.08% examples, 208891 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:37,397 : INFO : EPOCH 7 - PROGRESS: at 38.21% examples, 208906 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:38,431 : INFO : EPOCH 7 - PROGRESS: at 38.32% examples, 208903 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:39,436 : INFO : EPOCH 7 - PROGRESS: at 38.44% examples, 208902 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:40,460 : INFO : EPOCH 7 - PROGRESS: at 38.57% examples, 208906 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:41,483 : INFO : EPOCH 7 - PROGRESS: at 38.69% examples, 208899 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:42,530 : INFO : EPOCH 7 - PROGRESS: at 38.81% examples, 208907 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:44:43,584 : INFO : EPOCH 7 - PROGRESS: at 38.94% examples, 208898 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:44,588 : INFO : EPOCH 7 - PROGRESS: at 39.06% examples, 208914 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:45,680 : INFO : EPOCH 7 - PROGRESS: at 39.18% examples, 208902 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:46,709 : INFO : EPOCH 7 - PROGRESS: at 39.30% examples, 208894 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:47,762 : INFO : EPOCH 7 - PROGRESS: at 39.41% examples, 208896 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:48,811 : INFO : EPOCH 7 - PROGRESS: at 39.52% examples, 208914 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:49,850 : INFO : EPOCH 7 - PROGRESS: at 39.62% examples, 208907 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:50,868 : INFO : EPOCH 7 - PROGRESS: at 39.73% examples, 208895 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:51,877 : INFO : EPOCH 7 - PROGRESS: at 39.84% examples, 208859 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:44:52,883 : INFO : EPOCH 7 - PROGRESS: at 39.95% examples, 208865 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:53,910 : INFO : EPOCH 7 - PROGRESS: at 40.06% examples, 208858 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:54,923 : INFO : EPOCH 7 - PROGRESS: at 40.16% examples, 208795 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:55,957 : INFO : EPOCH 7 - PROGRESS: at 40.28% examples, 208692 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:56,962 : INFO : EPOCH 7 - PROGRESS: at 40.36% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:58,020 : INFO : EPOCH 7 - PROGRESS: at 40.46% examples, 208610 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:44:59,021 : INFO : EPOCH 7 - PROGRESS: at 40.59% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:00,066 : INFO : EPOCH 7 - PROGRESS: at 40.68% examples, 208608 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:01,116 : INFO : EPOCH 7 - PROGRESS: at 40.80% examples, 208609 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:02,116 : INFO : EPOCH 7 - PROGRESS: at 40.94% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:03,137 : INFO : EPOCH 7 - PROGRESS: at 41.04% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:04,171 : INFO : EPOCH 7 - PROGRESS: at 41.16% examples, 208627 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:05,184 : INFO : EPOCH 7 - PROGRESS: at 41.27% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:06,196 : INFO : EPOCH 7 - PROGRESS: at 41.38% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:07,210 : INFO : EPOCH 7 - PROGRESS: at 41.49% examples, 208639 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:08,224 : INFO : EPOCH 7 - PROGRESS: at 41.59% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:09,236 : INFO : EPOCH 7 - PROGRESS: at 41.72% examples, 208644 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:10,258 : INFO : EPOCH 7 - PROGRESS: at 41.84% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:11,285 : INFO : EPOCH 7 - PROGRESS: at 41.97% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:12,323 : INFO : EPOCH 7 - PROGRESS: at 42.09% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:13,332 : INFO : EPOCH 7 - PROGRESS: at 42.20% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:14,346 : INFO : EPOCH 7 - PROGRESS: at 42.31% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:15,381 : INFO : EPOCH 7 - PROGRESS: at 42.42% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:16,386 : INFO : EPOCH 7 - PROGRESS: at 42.54% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:17,429 : INFO : EPOCH 7 - PROGRESS: at 42.65% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:18,457 : INFO : EPOCH 7 - PROGRESS: at 42.77% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:19,504 : INFO : EPOCH 7 - PROGRESS: at 42.89% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:20,508 : INFO : EPOCH 7 - PROGRESS: at 42.99% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:21,512 : INFO : EPOCH 7 - PROGRESS: at 43.10% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:22,513 : INFO : EPOCH 7 - PROGRESS: at 43.22% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:23,551 : INFO : EPOCH 7 - PROGRESS: at 43.31% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:24,587 : INFO : EPOCH 7 - PROGRESS: at 43.42% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:25,612 : INFO : EPOCH 7 - PROGRESS: at 43.54% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:26,675 : INFO : EPOCH 7 - PROGRESS: at 43.66% examples, 208654 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:45:27,685 : INFO : EPOCH 7 - PROGRESS: at 43.77% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:28,706 : INFO : EPOCH 7 - PROGRESS: at 43.89% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:29,741 : INFO : EPOCH 7 - PROGRESS: at 44.02% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:30,750 : INFO : EPOCH 7 - PROGRESS: at 44.14% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:31,783 : INFO : EPOCH 7 - PROGRESS: at 44.24% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:32,788 : INFO : EPOCH 7 - PROGRESS: at 44.36% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:33,799 : INFO : EPOCH 7 - PROGRESS: at 44.48% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:34,800 : INFO : EPOCH 7 - PROGRESS: at 44.59% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:35,838 : INFO : EPOCH 7 - PROGRESS: at 44.70% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:36,857 : INFO : EPOCH 7 - PROGRESS: at 44.80% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:37,904 : INFO : EPOCH 7 - PROGRESS: at 44.90% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:38,946 : INFO : EPOCH 7 - PROGRESS: at 45.01% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:39,954 : INFO : EPOCH 7 - PROGRESS: at 45.14% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:40,955 : INFO : EPOCH 7 - PROGRESS: at 45.27% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:41,958 : INFO : EPOCH 7 - PROGRESS: at 45.38% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:43,000 : INFO : EPOCH 7 - PROGRESS: at 45.49% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:44,025 : INFO : EPOCH 7 - PROGRESS: at 45.61% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:45,041 : INFO : EPOCH 7 - PROGRESS: at 45.74% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:46,049 : INFO : EPOCH 7 - PROGRESS: at 45.84% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:47,076 : INFO : EPOCH 7 - PROGRESS: at 45.94% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:48,085 : INFO : EPOCH 7 - PROGRESS: at 46.07% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:49,119 : INFO : EPOCH 7 - PROGRESS: at 46.16% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:50,134 : INFO : EPOCH 7 - PROGRESS: at 46.28% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:51,159 : INFO : EPOCH 7 - PROGRESS: at 46.40% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:52,175 : INFO : EPOCH 7 - PROGRESS: at 46.52% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:53,200 : INFO : EPOCH 7 - PROGRESS: at 46.63% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:54,232 : INFO : EPOCH 7 - PROGRESS: at 46.75% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:55,327 : INFO : EPOCH 7 - PROGRESS: at 46.85% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:56,330 : INFO : EPOCH 7 - PROGRESS: at 47.00% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:57,353 : INFO : EPOCH 7 - PROGRESS: at 47.11% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:58,412 : INFO : EPOCH 7 - PROGRESS: at 47.22% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:45:59,476 : INFO : EPOCH 7 - PROGRESS: at 47.32% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:00,583 : INFO : EPOCH 7 - PROGRESS: at 47.45% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:01,618 : INFO : EPOCH 7 - PROGRESS: at 47.56% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:02,620 : INFO : EPOCH 7 - PROGRESS: at 47.67% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:03,657 : INFO : EPOCH 7 - PROGRESS: at 47.78% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:04,675 : INFO : EPOCH 7 - PROGRESS: at 47.90% examples, 208716 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:05,732 : INFO : EPOCH 7 - PROGRESS: at 48.03% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:06,765 : INFO : EPOCH 7 - PROGRESS: at 48.15% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:07,789 : INFO : EPOCH 7 - PROGRESS: at 48.27% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:08,797 : INFO : EPOCH 7 - PROGRESS: at 48.39% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:09,798 : INFO : EPOCH 7 - PROGRESS: at 48.49% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:10,829 : INFO : EPOCH 7 - PROGRESS: at 48.60% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:11,829 : INFO : EPOCH 7 - PROGRESS: at 48.70% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:12,843 : INFO : EPOCH 7 - PROGRESS: at 48.80% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:13,903 : INFO : EPOCH 7 - PROGRESS: at 48.91% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:14,912 : INFO : EPOCH 7 - PROGRESS: at 49.01% examples, 208676 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:46:15,948 : INFO : EPOCH 7 - PROGRESS: at 49.12% examples, 208673 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:46:16,958 : INFO : EPOCH 7 - PROGRESS: at 49.23% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:17,982 : INFO : EPOCH 7 - PROGRESS: at 49.35% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:19,026 : INFO : EPOCH 7 - PROGRESS: at 49.48% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:20,075 : INFO : EPOCH 7 - PROGRESS: at 49.58% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:21,103 : INFO : EPOCH 7 - PROGRESS: at 49.70% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:22,113 : INFO : EPOCH 7 - PROGRESS: at 49.80% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:23,122 : INFO : EPOCH 7 - PROGRESS: at 49.92% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:24,134 : INFO : EPOCH 7 - PROGRESS: at 50.02% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:25,154 : INFO : EPOCH 7 - PROGRESS: at 50.14% examples, 208694 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:26,170 : INFO : EPOCH 7 - PROGRESS: at 50.26% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:27,256 : INFO : EPOCH 7 - PROGRESS: at 50.37% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:28,311 : INFO : EPOCH 7 - PROGRESS: at 50.48% examples, 208682 words/s, in_qsize 7, out_qsize 2
2020-07-17 01:46:29,346 : INFO : EPOCH 7 - PROGRESS: at 50.59% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:30,392 : INFO : EPOCH 7 - PROGRESS: at 50.70% examples, 208686 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:31,429 : INFO : EPOCH 7 - PROGRESS: at 50.80% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:32,456 : INFO : EPOCH 7 - PROGRESS: at 50.92% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:33,495 : INFO : EPOCH 7 - PROGRESS: at 51.03% examples, 208694 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:34,556 : INFO : EPOCH 7 - PROGRESS: at 51.15% examples, 208694 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:35,572 : INFO : EPOCH 7 - PROGRESS: at 51.25% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:36,582 : INFO : EPOCH 7 - PROGRESS: at 51.36% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:37,612 : INFO : EPOCH 7 - PROGRESS: at 51.46% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:38,616 : INFO : EPOCH 7 - PROGRESS: at 51.57% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:39,665 : INFO : EPOCH 7 - PROGRESS: at 51.68% examples, 208697 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:46:40,701 : INFO : EPOCH 7 - PROGRESS: at 51.79% examples, 208712 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:41,722 : INFO : EPOCH 7 - PROGRESS: at 51.89% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:42,749 : INFO : EPOCH 7 - PROGRESS: at 52.01% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:43,752 : INFO : EPOCH 7 - PROGRESS: at 52.13% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:44,777 : INFO : EPOCH 7 - PROGRESS: at 52.24% examples, 208719 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:46:45,821 : INFO : EPOCH 7 - PROGRESS: at 52.38% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:46,844 : INFO : EPOCH 7 - PROGRESS: at 52.51% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:47,849 : INFO : EPOCH 7 - PROGRESS: at 52.63% examples, 208732 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:48,860 : INFO : EPOCH 7 - PROGRESS: at 52.75% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:49,876 : INFO : EPOCH 7 - PROGRESS: at 52.86% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:50,910 : INFO : EPOCH 7 - PROGRESS: at 52.98% examples, 208723 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:46:51,964 : INFO : EPOCH 7 - PROGRESS: at 53.08% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:52,989 : INFO : EPOCH 7 - PROGRESS: at 53.20% examples, 208716 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:53,998 : INFO : EPOCH 7 - PROGRESS: at 53.32% examples, 208723 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:55,014 : INFO : EPOCH 7 - PROGRESS: at 53.42% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:56,014 : INFO : EPOCH 7 - PROGRESS: at 53.56% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:57,025 : INFO : EPOCH 7 - PROGRESS: at 53.67% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:58,026 : INFO : EPOCH 7 - PROGRESS: at 53.79% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:46:59,041 : INFO : EPOCH 7 - PROGRESS: at 53.91% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:00,090 : INFO : EPOCH 7 - PROGRESS: at 54.02% examples, 208736 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:01,121 : INFO : EPOCH 7 - PROGRESS: at 54.13% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:02,127 : INFO : EPOCH 7 - PROGRESS: at 54.24% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:03,162 : INFO : EPOCH 7 - PROGRESS: at 54.36% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:04,196 : INFO : EPOCH 7 - PROGRESS: at 54.47% examples, 208736 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:05,212 : INFO : EPOCH 7 - PROGRESS: at 54.59% examples, 208736 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:06,247 : INFO : EPOCH 7 - PROGRESS: at 54.70% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:07,297 : INFO : EPOCH 7 - PROGRESS: at 54.82% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:08,301 : INFO : EPOCH 7 - PROGRESS: at 54.93% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:09,342 : INFO : EPOCH 7 - PROGRESS: at 55.04% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:10,405 : INFO : EPOCH 7 - PROGRESS: at 55.14% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:11,410 : INFO : EPOCH 7 - PROGRESS: at 55.25% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:12,446 : INFO : EPOCH 7 - PROGRESS: at 55.36% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:13,475 : INFO : EPOCH 7 - PROGRESS: at 55.48% examples, 208752 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:14,490 : INFO : EPOCH 7 - PROGRESS: at 55.58% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:15,513 : INFO : EPOCH 7 - PROGRESS: at 55.70% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:16,533 : INFO : EPOCH 7 - PROGRESS: at 55.81% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:17,559 : INFO : EPOCH 7 - PROGRESS: at 55.92% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:18,600 : INFO : EPOCH 7 - PROGRESS: at 56.06% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:19,615 : INFO : EPOCH 7 - PROGRESS: at 56.15% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:20,647 : INFO : EPOCH 7 - PROGRESS: at 56.28% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:21,671 : INFO : EPOCH 7 - PROGRESS: at 56.39% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:22,709 : INFO : EPOCH 7 - PROGRESS: at 56.51% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:23,730 : INFO : EPOCH 7 - PROGRESS: at 56.61% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:24,774 : INFO : EPOCH 7 - PROGRESS: at 56.73% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:25,808 : INFO : EPOCH 7 - PROGRESS: at 56.84% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:26,827 : INFO : EPOCH 7 - PROGRESS: at 56.96% examples, 208764 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:47:27,845 : INFO : EPOCH 7 - PROGRESS: at 57.10% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:28,872 : INFO : EPOCH 7 - PROGRESS: at 57.20% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:29,874 : INFO : EPOCH 7 - PROGRESS: at 57.32% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:30,892 : INFO : EPOCH 7 - PROGRESS: at 57.43% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:31,908 : INFO : EPOCH 7 - PROGRESS: at 57.52% examples, 208769 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:47:32,996 : INFO : EPOCH 7 - PROGRESS: at 57.64% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:33,996 : INFO : EPOCH 7 - PROGRESS: at 57.76% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:35,004 : INFO : EPOCH 7 - PROGRESS: at 57.86% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:36,034 : INFO : EPOCH 7 - PROGRESS: at 57.97% examples, 208774 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:37,048 : INFO : EPOCH 7 - PROGRESS: at 58.08% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:38,068 : INFO : EPOCH 7 - PROGRESS: at 58.18% examples, 208773 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:47:39,119 : INFO : EPOCH 7 - PROGRESS: at 58.31% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:40,165 : INFO : EPOCH 7 - PROGRESS: at 58.44% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:41,180 : INFO : EPOCH 7 - PROGRESS: at 58.57% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:42,250 : INFO : EPOCH 7 - PROGRESS: at 58.69% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:43,281 : INFO : EPOCH 7 - PROGRESS: at 58.79% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:44,281 : INFO : EPOCH 7 - PROGRESS: at 58.90% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:45,287 : INFO : EPOCH 7 - PROGRESS: at 59.01% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:46,298 : INFO : EPOCH 7 - PROGRESS: at 59.12% examples, 208802 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:47,308 : INFO : EPOCH 7 - PROGRESS: at 59.23% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:48,386 : INFO : EPOCH 7 - PROGRESS: at 59.35% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:49,454 : INFO : EPOCH 7 - PROGRESS: at 59.46% examples, 208782 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:47:50,548 : INFO : EPOCH 7 - PROGRESS: at 59.59% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:51,572 : INFO : EPOCH 7 - PROGRESS: at 59.72% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:52,582 : INFO : EPOCH 7 - PROGRESS: at 59.83% examples, 208802 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:53,637 : INFO : EPOCH 7 - PROGRESS: at 59.94% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:54,691 : INFO : EPOCH 7 - PROGRESS: at 60.05% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:55,733 : INFO : EPOCH 7 - PROGRESS: at 60.19% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:56,752 : INFO : EPOCH 7 - PROGRESS: at 60.28% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:57,795 : INFO : EPOCH 7 - PROGRESS: at 60.40% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:58,830 : INFO : EPOCH 7 - PROGRESS: at 60.53% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:47:59,862 : INFO : EPOCH 7 - PROGRESS: at 60.66% examples, 208778 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:48:00,868 : INFO : EPOCH 7 - PROGRESS: at 60.78% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:01,901 : INFO : EPOCH 7 - PROGRESS: at 60.91% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:02,919 : INFO : EPOCH 7 - PROGRESS: at 61.04% examples, 208799 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:48:03,933 : INFO : EPOCH 7 - PROGRESS: at 61.15% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:04,973 : INFO : EPOCH 7 - PROGRESS: at 61.26% examples, 208798 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:05,989 : INFO : EPOCH 7 - PROGRESS: at 61.37% examples, 208794 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:48:06,992 : INFO : EPOCH 7 - PROGRESS: at 61.47% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:08,026 : INFO : EPOCH 7 - PROGRESS: at 61.59% examples, 208796 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:09,035 : INFO : EPOCH 7 - PROGRESS: at 61.72% examples, 208792 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:48:10,071 : INFO : EPOCH 7 - PROGRESS: at 61.86% examples, 208796 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:11,109 : INFO : EPOCH 7 - PROGRESS: at 61.98% examples, 208796 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:12,121 : INFO : EPOCH 7 - PROGRESS: at 62.11% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:13,180 : INFO : EPOCH 7 - PROGRESS: at 62.22% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:14,196 : INFO : EPOCH 7 - PROGRESS: at 62.34% examples, 208795 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:15,200 : INFO : EPOCH 7 - PROGRESS: at 62.45% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:16,250 : INFO : EPOCH 7 - PROGRESS: at 62.58% examples, 208792 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:48:17,283 : INFO : EPOCH 7 - PROGRESS: at 62.70% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:18,292 : INFO : EPOCH 7 - PROGRESS: at 62.83% examples, 208802 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:19,310 : INFO : EPOCH 7 - PROGRESS: at 62.94% examples, 208796 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:20,324 : INFO : EPOCH 7 - PROGRESS: at 63.06% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:21,327 : INFO : EPOCH 7 - PROGRESS: at 63.17% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:22,346 : INFO : EPOCH 7 - PROGRESS: at 63.28% examples, 208796 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:23,367 : INFO : EPOCH 7 - PROGRESS: at 63.38% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:24,381 : INFO : EPOCH 7 - PROGRESS: at 63.50% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:25,391 : INFO : EPOCH 7 - PROGRESS: at 63.60% examples, 208802 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:48:26,402 : INFO : EPOCH 7 - PROGRESS: at 63.70% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:27,423 : INFO : EPOCH 7 - PROGRESS: at 63.82% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:28,450 : INFO : EPOCH 7 - PROGRESS: at 63.93% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:29,451 : INFO : EPOCH 7 - PROGRESS: at 64.03% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:30,490 : INFO : EPOCH 7 - PROGRESS: at 64.14% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:31,492 : INFO : EPOCH 7 - PROGRESS: at 64.23% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:32,507 : INFO : EPOCH 7 - PROGRESS: at 64.34% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:33,552 : INFO : EPOCH 7 - PROGRESS: at 64.46% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:34,552 : INFO : EPOCH 7 - PROGRESS: at 64.56% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:35,596 : INFO : EPOCH 7 - PROGRESS: at 64.67% examples, 208738 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:48:36,613 : INFO : EPOCH 7 - PROGRESS: at 64.79% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:37,646 : INFO : EPOCH 7 - PROGRESS: at 64.91% examples, 208741 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:48:38,672 : INFO : EPOCH 7 - PROGRESS: at 65.04% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:39,681 : INFO : EPOCH 7 - PROGRESS: at 65.15% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:40,686 : INFO : EPOCH 7 - PROGRESS: at 65.28% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:41,711 : INFO : EPOCH 7 - PROGRESS: at 65.39% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:42,724 : INFO : EPOCH 7 - PROGRESS: at 65.50% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:43,729 : INFO : EPOCH 7 - PROGRESS: at 65.60% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:44,766 : INFO : EPOCH 7 - PROGRESS: at 65.72% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:45,777 : INFO : EPOCH 7 - PROGRESS: at 65.84% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:46,783 : INFO : EPOCH 7 - PROGRESS: at 65.95% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:47,850 : INFO : EPOCH 7 - PROGRESS: at 66.06% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:48,871 : INFO : EPOCH 7 - PROGRESS: at 66.18% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:49,921 : INFO : EPOCH 7 - PROGRESS: at 66.30% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:50,964 : INFO : EPOCH 7 - PROGRESS: at 66.43% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:51,999 : INFO : EPOCH 7 - PROGRESS: at 66.54% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:53,069 : INFO : EPOCH 7 - PROGRESS: at 66.65% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:54,080 : INFO : EPOCH 7 - PROGRESS: at 66.76% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:55,124 : INFO : EPOCH 7 - PROGRESS: at 66.89% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:56,153 : INFO : EPOCH 7 - PROGRESS: at 67.00% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:57,173 : INFO : EPOCH 7 - PROGRESS: at 67.11% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:58,202 : INFO : EPOCH 7 - PROGRESS: at 67.25% examples, 208752 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:48:59,254 : INFO : EPOCH 7 - PROGRESS: at 67.38% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:00,259 : INFO : EPOCH 7 - PROGRESS: at 67.48% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:01,302 : INFO : EPOCH 7 - PROGRESS: at 67.60% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:02,307 : INFO : EPOCH 7 - PROGRESS: at 67.71% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:03,342 : INFO : EPOCH 7 - PROGRESS: at 67.82% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:04,357 : INFO : EPOCH 7 - PROGRESS: at 67.94% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:05,379 : INFO : EPOCH 7 - PROGRESS: at 68.05% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:06,420 : INFO : EPOCH 7 - PROGRESS: at 68.19% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:07,464 : INFO : EPOCH 7 - PROGRESS: at 68.30% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:08,469 : INFO : EPOCH 7 - PROGRESS: at 68.41% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:09,501 : INFO : EPOCH 7 - PROGRESS: at 68.53% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:10,536 : INFO : EPOCH 7 - PROGRESS: at 68.64% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:11,571 : INFO : EPOCH 7 - PROGRESS: at 68.76% examples, 208774 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:12,604 : INFO : EPOCH 7 - PROGRESS: at 68.87% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:13,654 : INFO : EPOCH 7 - PROGRESS: at 68.97% examples, 208773 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:14,738 : INFO : EPOCH 7 - PROGRESS: at 69.09% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:15,785 : INFO : EPOCH 7 - PROGRESS: at 69.20% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:16,828 : INFO : EPOCH 7 - PROGRESS: at 69.32% examples, 208779 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:17,835 : INFO : EPOCH 7 - PROGRESS: at 69.44% examples, 208788 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:49:18,903 : INFO : EPOCH 7 - PROGRESS: at 69.57% examples, 208773 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:19,909 : INFO : EPOCH 7 - PROGRESS: at 69.68% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:20,912 : INFO : EPOCH 7 - PROGRESS: at 69.79% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:21,952 : INFO : EPOCH 7 - PROGRESS: at 69.90% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:22,961 : INFO : EPOCH 7 - PROGRESS: at 70.03% examples, 208758 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:49:23,966 : INFO : EPOCH 7 - PROGRESS: at 70.12% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:25,015 : INFO : EPOCH 7 - PROGRESS: at 70.24% examples, 208724 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:26,037 : INFO : EPOCH 7 - PROGRESS: at 70.32% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:27,098 : INFO : EPOCH 7 - PROGRESS: at 70.43% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:28,099 : INFO : EPOCH 7 - PROGRESS: at 70.54% examples, 208611 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:29,143 : INFO : EPOCH 7 - PROGRESS: at 70.67% examples, 208605 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:30,256 : INFO : EPOCH 7 - PROGRESS: at 70.78% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:31,340 : INFO : EPOCH 7 - PROGRESS: at 70.91% examples, 208606 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:32,348 : INFO : EPOCH 7 - PROGRESS: at 71.03% examples, 208612 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:33,350 : INFO : EPOCH 7 - PROGRESS: at 71.14% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:34,410 : INFO : EPOCH 7 - PROGRESS: at 71.26% examples, 208614 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:35,440 : INFO : EPOCH 7 - PROGRESS: at 71.35% examples, 208613 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:36,486 : INFO : EPOCH 7 - PROGRESS: at 71.47% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:37,490 : INFO : EPOCH 7 - PROGRESS: at 71.59% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:38,492 : INFO : EPOCH 7 - PROGRESS: at 71.70% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:39,542 : INFO : EPOCH 7 - PROGRESS: at 71.82% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:40,563 : INFO : EPOCH 7 - PROGRESS: at 71.94% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:41,574 : INFO : EPOCH 7 - PROGRESS: at 72.06% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:42,606 : INFO : EPOCH 7 - PROGRESS: at 72.16% examples, 208629 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:43,636 : INFO : EPOCH 7 - PROGRESS: at 72.29% examples, 208629 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:44,652 : INFO : EPOCH 7 - PROGRESS: at 72.42% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:45,654 : INFO : EPOCH 7 - PROGRESS: at 72.51% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:46,697 : INFO : EPOCH 7 - PROGRESS: at 72.62% examples, 208629 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:47,753 : INFO : EPOCH 7 - PROGRESS: at 72.74% examples, 208627 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:48,768 : INFO : EPOCH 7 - PROGRESS: at 72.87% examples, 208638 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:49,837 : INFO : EPOCH 7 - PROGRESS: at 73.00% examples, 208633 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:50,849 : INFO : EPOCH 7 - PROGRESS: at 73.12% examples, 208638 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:51,905 : INFO : EPOCH 7 - PROGRESS: at 73.24% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:52,908 : INFO : EPOCH 7 - PROGRESS: at 73.37% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:53,916 : INFO : EPOCH 7 - PROGRESS: at 73.50% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:54,949 : INFO : EPOCH 7 - PROGRESS: at 73.61% examples, 208644 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:56,019 : INFO : EPOCH 7 - PROGRESS: at 73.72% examples, 208638 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:57,036 : INFO : EPOCH 7 - PROGRESS: at 73.82% examples, 208646 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:58,091 : INFO : EPOCH 7 - PROGRESS: at 73.94% examples, 208646 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:49:59,100 : INFO : EPOCH 7 - PROGRESS: at 74.06% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:00,156 : INFO : EPOCH 7 - PROGRESS: at 74.17% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:01,202 : INFO : EPOCH 7 - PROGRESS: at 74.28% examples, 208644 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:02,244 : INFO : EPOCH 7 - PROGRESS: at 74.41% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:03,284 : INFO : EPOCH 7 - PROGRESS: at 74.52% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:04,299 : INFO : EPOCH 7 - PROGRESS: at 74.64% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:05,322 : INFO : EPOCH 7 - PROGRESS: at 74.76% examples, 208662 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:06,383 : INFO : EPOCH 7 - PROGRESS: at 74.87% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:07,401 : INFO : EPOCH 7 - PROGRESS: at 75.00% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:08,420 : INFO : EPOCH 7 - PROGRESS: at 75.11% examples, 208653 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:50:09,429 : INFO : EPOCH 7 - PROGRESS: at 75.22% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:10,515 : INFO : EPOCH 7 - PROGRESS: at 75.33% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:11,532 : INFO : EPOCH 7 - PROGRESS: at 75.46% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:12,537 : INFO : EPOCH 7 - PROGRESS: at 75.57% examples, 208672 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:13,561 : INFO : EPOCH 7 - PROGRESS: at 75.69% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:14,596 : INFO : EPOCH 7 - PROGRESS: at 75.81% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:15,619 : INFO : EPOCH 7 - PROGRESS: at 75.92% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:16,622 : INFO : EPOCH 7 - PROGRESS: at 76.04% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:17,682 : INFO : EPOCH 7 - PROGRESS: at 76.16% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:18,703 : INFO : EPOCH 7 - PROGRESS: at 76.27% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:19,737 : INFO : EPOCH 7 - PROGRESS: at 76.40% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:20,742 : INFO : EPOCH 7 - PROGRESS: at 76.52% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:21,762 : INFO : EPOCH 7 - PROGRESS: at 76.62% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:22,804 : INFO : EPOCH 7 - PROGRESS: at 76.73% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:23,809 : INFO : EPOCH 7 - PROGRESS: at 76.85% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:24,853 : INFO : EPOCH 7 - PROGRESS: at 76.96% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:25,907 : INFO : EPOCH 7 - PROGRESS: at 77.07% examples, 208651 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:50:26,922 : INFO : EPOCH 7 - PROGRESS: at 77.18% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:27,953 : INFO : EPOCH 7 - PROGRESS: at 77.29% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:28,967 : INFO : EPOCH 7 - PROGRESS: at 77.40% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:30,000 : INFO : EPOCH 7 - PROGRESS: at 77.51% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:31,047 : INFO : EPOCH 7 - PROGRESS: at 77.62% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:32,073 : INFO : EPOCH 7 - PROGRESS: at 77.73% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:33,100 : INFO : EPOCH 7 - PROGRESS: at 77.84% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:34,106 : INFO : EPOCH 7 - PROGRESS: at 77.96% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:35,168 : INFO : EPOCH 7 - PROGRESS: at 78.09% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:36,182 : INFO : EPOCH 7 - PROGRESS: at 78.20% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:37,204 : INFO : EPOCH 7 - PROGRESS: at 78.32% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:38,205 : INFO : EPOCH 7 - PROGRESS: at 78.45% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:39,216 : INFO : EPOCH 7 - PROGRESS: at 78.56% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:40,231 : INFO : EPOCH 7 - PROGRESS: at 78.68% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:41,246 : INFO : EPOCH 7 - PROGRESS: at 78.80% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:42,264 : INFO : EPOCH 7 - PROGRESS: at 78.92% examples, 208671 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:50:43,301 : INFO : EPOCH 7 - PROGRESS: at 79.05% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:44,350 : INFO : EPOCH 7 - PROGRESS: at 79.19% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:45,358 : INFO : EPOCH 7 - PROGRESS: at 79.31% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:46,372 : INFO : EPOCH 7 - PROGRESS: at 79.40% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:47,410 : INFO : EPOCH 7 - PROGRESS: at 79.53% examples, 208677 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:50:48,429 : INFO : EPOCH 7 - PROGRESS: at 79.64% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:49,447 : INFO : EPOCH 7 - PROGRESS: at 79.75% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:50,469 : INFO : EPOCH 7 - PROGRESS: at 79.87% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:51,480 : INFO : EPOCH 7 - PROGRESS: at 79.99% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:52,505 : INFO : EPOCH 7 - PROGRESS: at 80.11% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:53,506 : INFO : EPOCH 7 - PROGRESS: at 80.21% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:54,559 : INFO : EPOCH 7 - PROGRESS: at 80.31% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:55,570 : INFO : EPOCH 7 - PROGRESS: at 80.42% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:56,581 : INFO : EPOCH 7 - PROGRESS: at 80.52% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:57,597 : INFO : EPOCH 7 - PROGRESS: at 80.65% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:58,615 : INFO : EPOCH 7 - PROGRESS: at 80.76% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:50:59,648 : INFO : EPOCH 7 - PROGRESS: at 80.88% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:00,650 : INFO : EPOCH 7 - PROGRESS: at 81.00% examples, 208694 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:01,676 : INFO : EPOCH 7 - PROGRESS: at 81.09% examples, 208681 words/s, in_qsize 6, out_qsize 2
2020-07-17 01:51:02,682 : INFO : EPOCH 7 - PROGRESS: at 81.21% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:03,709 : INFO : EPOCH 7 - PROGRESS: at 81.33% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:04,711 : INFO : EPOCH 7 - PROGRESS: at 81.45% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:05,732 : INFO : EPOCH 7 - PROGRESS: at 81.55% examples, 208684 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:51:06,768 : INFO : EPOCH 7 - PROGRESS: at 81.67% examples, 208694 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:07,819 : INFO : EPOCH 7 - PROGRESS: at 81.77% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:08,883 : INFO : EPOCH 7 - PROGRESS: at 81.88% examples, 208694 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:09,940 : INFO : EPOCH 7 - PROGRESS: at 82.03% examples, 208692 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:10,990 : INFO : EPOCH 7 - PROGRESS: at 82.16% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:12,060 : INFO : EPOCH 7 - PROGRESS: at 82.27% examples, 208692 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:13,068 : INFO : EPOCH 7 - PROGRESS: at 82.40% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:14,070 : INFO : EPOCH 7 - PROGRESS: at 82.50% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:15,073 : INFO : EPOCH 7 - PROGRESS: at 82.65% examples, 208697 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:16,076 : INFO : EPOCH 7 - PROGRESS: at 82.77% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:17,117 : INFO : EPOCH 7 - PROGRESS: at 82.88% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:18,153 : INFO : EPOCH 7 - PROGRESS: at 82.98% examples, 208698 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:51:19,159 : INFO : EPOCH 7 - PROGRESS: at 83.09% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:20,214 : INFO : EPOCH 7 - PROGRESS: at 83.20% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:21,235 : INFO : EPOCH 7 - PROGRESS: at 83.31% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:22,247 : INFO : EPOCH 7 - PROGRESS: at 83.41% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:23,302 : INFO : EPOCH 7 - PROGRESS: at 83.54% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:24,316 : INFO : EPOCH 7 - PROGRESS: at 83.66% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:25,371 : INFO : EPOCH 7 - PROGRESS: at 83.78% examples, 208700 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:51:26,384 : INFO : EPOCH 7 - PROGRESS: at 83.89% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:27,396 : INFO : EPOCH 7 - PROGRESS: at 84.00% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:28,402 : INFO : EPOCH 7 - PROGRESS: at 84.12% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:29,419 : INFO : EPOCH 7 - PROGRESS: at 84.21% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:30,424 : INFO : EPOCH 7 - PROGRESS: at 84.32% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:31,434 : INFO : EPOCH 7 - PROGRESS: at 84.44% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:32,440 : INFO : EPOCH 7 - PROGRESS: at 84.55% examples, 208709 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:51:33,490 : INFO : EPOCH 7 - PROGRESS: at 84.67% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:34,524 : INFO : EPOCH 7 - PROGRESS: at 84.79% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:35,539 : INFO : EPOCH 7 - PROGRESS: at 84.89% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:36,587 : INFO : EPOCH 7 - PROGRESS: at 85.00% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:37,595 : INFO : EPOCH 7 - PROGRESS: at 85.12% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:38,675 : INFO : EPOCH 7 - PROGRESS: at 85.22% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:39,753 : INFO : EPOCH 7 - PROGRESS: at 85.35% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:40,769 : INFO : EPOCH 7 - PROGRESS: at 85.48% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:41,802 : INFO : EPOCH 7 - PROGRESS: at 85.60% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:42,815 : INFO : EPOCH 7 - PROGRESS: at 85.72% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:43,836 : INFO : EPOCH 7 - PROGRESS: at 85.84% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:44,849 : INFO : EPOCH 7 - PROGRESS: at 85.97% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:45,870 : INFO : EPOCH 7 - PROGRESS: at 86.09% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:46,881 : INFO : EPOCH 7 - PROGRESS: at 86.19% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:47,896 : INFO : EPOCH 7 - PROGRESS: at 86.29% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:48,897 : INFO : EPOCH 7 - PROGRESS: at 86.40% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:49,898 : INFO : EPOCH 7 - PROGRESS: at 86.50% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:50,898 : INFO : EPOCH 7 - PROGRESS: at 86.60% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:51,969 : INFO : EPOCH 7 - PROGRESS: at 86.72% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:52,973 : INFO : EPOCH 7 - PROGRESS: at 86.83% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:54,005 : INFO : EPOCH 7 - PROGRESS: at 86.94% examples, 208732 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:55,019 : INFO : EPOCH 7 - PROGRESS: at 87.05% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:56,026 : INFO : EPOCH 7 - PROGRESS: at 87.17% examples, 208734 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:57,031 : INFO : EPOCH 7 - PROGRESS: at 87.26% examples, 208724 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:51:58,082 : INFO : EPOCH 7 - PROGRESS: at 87.38% examples, 208728 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:51:59,103 : INFO : EPOCH 7 - PROGRESS: at 87.50% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:00,105 : INFO : EPOCH 7 - PROGRESS: at 87.62% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:01,139 : INFO : EPOCH 7 - PROGRESS: at 87.72% examples, 208726 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:02,166 : INFO : EPOCH 7 - PROGRESS: at 87.81% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:03,178 : INFO : EPOCH 7 - PROGRESS: at 87.93% examples, 208736 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:04,235 : INFO : EPOCH 7 - PROGRESS: at 88.06% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:05,245 : INFO : EPOCH 7 - PROGRESS: at 88.18% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:06,250 : INFO : EPOCH 7 - PROGRESS: at 88.30% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:07,331 : INFO : EPOCH 7 - PROGRESS: at 88.41% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:08,363 : INFO : EPOCH 7 - PROGRESS: at 88.54% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:09,378 : INFO : EPOCH 7 - PROGRESS: at 88.65% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:10,397 : INFO : EPOCH 7 - PROGRESS: at 88.76% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:11,446 : INFO : EPOCH 7 - PROGRESS: at 88.88% examples, 208736 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:12,518 : INFO : EPOCH 7 - PROGRESS: at 88.99% examples, 208734 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:52:13,522 : INFO : EPOCH 7 - PROGRESS: at 89.12% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:14,545 : INFO : EPOCH 7 - PROGRESS: at 89.22% examples, 208751 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:15,565 : INFO : EPOCH 7 - PROGRESS: at 89.33% examples, 208751 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:16,566 : INFO : EPOCH 7 - PROGRESS: at 89.45% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:17,570 : INFO : EPOCH 7 - PROGRESS: at 89.56% examples, 208752 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:18,612 : INFO : EPOCH 7 - PROGRESS: at 89.65% examples, 208744 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:52:19,642 : INFO : EPOCH 7 - PROGRESS: at 89.77% examples, 208749 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:52:20,664 : INFO : EPOCH 7 - PROGRESS: at 89.88% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:21,668 : INFO : EPOCH 7 - PROGRESS: at 90.00% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:22,695 : INFO : EPOCH 7 - PROGRESS: at 90.08% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:23,702 : INFO : EPOCH 7 - PROGRESS: at 90.22% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:24,727 : INFO : EPOCH 7 - PROGRESS: at 90.32% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:25,753 : INFO : EPOCH 7 - PROGRESS: at 90.44% examples, 208752 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:26,762 : INFO : EPOCH 7 - PROGRESS: at 90.55% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:27,766 : INFO : EPOCH 7 - PROGRESS: at 90.68% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:28,775 : INFO : EPOCH 7 - PROGRESS: at 90.79% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:29,776 : INFO : EPOCH 7 - PROGRESS: at 90.91% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:30,798 : INFO : EPOCH 7 - PROGRESS: at 91.00% examples, 208760 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:52:31,807 : INFO : EPOCH 7 - PROGRESS: at 91.11% examples, 208768 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:32,829 : INFO : EPOCH 7 - PROGRESS: at 91.23% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:33,834 : INFO : EPOCH 7 - PROGRESS: at 91.35% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:34,845 : INFO : EPOCH 7 - PROGRESS: at 91.45% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:35,885 : INFO : EPOCH 7 - PROGRESS: at 91.56% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:36,949 : INFO : EPOCH 7 - PROGRESS: at 91.68% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:38,009 : INFO : EPOCH 7 - PROGRESS: at 91.79% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:39,029 : INFO : EPOCH 7 - PROGRESS: at 91.90% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:40,049 : INFO : EPOCH 7 - PROGRESS: at 92.01% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:41,094 : INFO : EPOCH 7 - PROGRESS: at 92.14% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:42,117 : INFO : EPOCH 7 - PROGRESS: at 92.27% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:43,121 : INFO : EPOCH 7 - PROGRESS: at 92.38% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:44,176 : INFO : EPOCH 7 - PROGRESS: at 92.49% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:45,208 : INFO : EPOCH 7 - PROGRESS: at 92.61% examples, 208774 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:46,263 : INFO : EPOCH 7 - PROGRESS: at 92.72% examples, 208768 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:47,329 : INFO : EPOCH 7 - PROGRESS: at 92.83% examples, 208768 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:48,388 : INFO : EPOCH 7 - PROGRESS: at 92.93% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:49,390 : INFO : EPOCH 7 - PROGRESS: at 93.05% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:50,395 : INFO : EPOCH 7 - PROGRESS: at 93.16% examples, 208773 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:51,423 : INFO : EPOCH 7 - PROGRESS: at 93.26% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:52,443 : INFO : EPOCH 7 - PROGRESS: at 93.38% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:53,448 : INFO : EPOCH 7 - PROGRESS: at 93.51% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:54,478 : INFO : EPOCH 7 - PROGRESS: at 93.61% examples, 208768 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:55,478 : INFO : EPOCH 7 - PROGRESS: at 93.73% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:56,487 : INFO : EPOCH 7 - PROGRESS: at 93.83% examples, 208774 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:57,529 : INFO : EPOCH 7 - PROGRESS: at 93.94% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:58,548 : INFO : EPOCH 7 - PROGRESS: at 94.09% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:52:59,562 : INFO : EPOCH 7 - PROGRESS: at 94.20% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:00,571 : INFO : EPOCH 7 - PROGRESS: at 94.32% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:01,588 : INFO : EPOCH 7 - PROGRESS: at 94.43% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:02,641 : INFO : EPOCH 7 - PROGRESS: at 94.55% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:03,668 : INFO : EPOCH 7 - PROGRESS: at 94.66% examples, 208783 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:04,708 : INFO : EPOCH 7 - PROGRESS: at 94.78% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:05,718 : INFO : EPOCH 7 - PROGRESS: at 94.89% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:06,773 : INFO : EPOCH 7 - PROGRESS: at 94.99% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:07,786 : INFO : EPOCH 7 - PROGRESS: at 95.10% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:08,791 : INFO : EPOCH 7 - PROGRESS: at 95.20% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:09,808 : INFO : EPOCH 7 - PROGRESS: at 95.29% examples, 208788 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:10,890 : INFO : EPOCH 7 - PROGRESS: at 95.42% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:11,915 : INFO : EPOCH 7 - PROGRESS: at 95.55% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:12,940 : INFO : EPOCH 7 - PROGRESS: at 95.67% examples, 208786 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:13,972 : INFO : EPOCH 7 - PROGRESS: at 95.78% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:14,973 : INFO : EPOCH 7 - PROGRESS: at 95.90% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:16,036 : INFO : EPOCH 7 - PROGRESS: at 96.02% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:17,066 : INFO : EPOCH 7 - PROGRESS: at 96.14% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:18,094 : INFO : EPOCH 7 - PROGRESS: at 96.25% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:19,151 : INFO : EPOCH 7 - PROGRESS: at 96.38% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:20,151 : INFO : EPOCH 7 - PROGRESS: at 96.48% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:21,155 : INFO : EPOCH 7 - PROGRESS: at 96.61% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:22,190 : INFO : EPOCH 7 - PROGRESS: at 96.73% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:23,227 : INFO : EPOCH 7 - PROGRESS: at 96.83% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:24,235 : INFO : EPOCH 7 - PROGRESS: at 96.94% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:25,241 : INFO : EPOCH 7 - PROGRESS: at 97.05% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:26,321 : INFO : EPOCH 7 - PROGRESS: at 97.17% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:27,351 : INFO : EPOCH 7 - PROGRESS: at 97.28% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:28,374 : INFO : EPOCH 7 - PROGRESS: at 97.40% examples, 208796 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:29,385 : INFO : EPOCH 7 - PROGRESS: at 97.53% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:30,392 : INFO : EPOCH 7 - PROGRESS: at 97.65% examples, 208796 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:31,428 : INFO : EPOCH 7 - PROGRESS: at 97.77% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:32,439 : INFO : EPOCH 7 - PROGRESS: at 97.88% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:33,453 : INFO : EPOCH 7 - PROGRESS: at 97.98% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:34,493 : INFO : EPOCH 7 - PROGRESS: at 98.12% examples, 208802 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:35,520 : INFO : EPOCH 7 - PROGRESS: at 98.22% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:36,523 : INFO : EPOCH 7 - PROGRESS: at 98.32% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:37,537 : INFO : EPOCH 7 - PROGRESS: at 98.43% examples, 208806 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:53:38,537 : INFO : EPOCH 7 - PROGRESS: at 98.55% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:39,545 : INFO : EPOCH 7 - PROGRESS: at 98.65% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:40,555 : INFO : EPOCH 7 - PROGRESS: at 98.78% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:41,603 : INFO : EPOCH 7 - PROGRESS: at 98.87% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:42,668 : INFO : EPOCH 7 - PROGRESS: at 98.98% examples, 208802 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:43,675 : INFO : EPOCH 7 - PROGRESS: at 99.10% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:44,679 : INFO : EPOCH 7 - PROGRESS: at 99.21% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:45,702 : INFO : EPOCH 7 - PROGRESS: at 99.32% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:46,758 : INFO : EPOCH 7 - PROGRESS: at 99.45% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:47,792 : INFO : EPOCH 7 - PROGRESS: at 99.54% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:48,808 : INFO : EPOCH 7 - PROGRESS: at 99.65% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:49,811 : INFO : EPOCH 7 - PROGRESS: at 99.76% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:50,814 : INFO : EPOCH 7 - PROGRESS: at 99.86% examples, 208816 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:51,870 : INFO : EPOCH 7 - PROGRESS: at 99.98% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:52,003 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 01:53:52,016 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 01:53:52,035 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 01:53:52,052 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 01:53:52,053 : INFO : EPOCH - 7 : training on 248038538 raw words (187738094 effective words) took 899.1s, 208817 effective words/s
2020-07-17 01:53:53,073 : INFO : EPOCH 8 - PROGRESS: at 0.10% examples, 184530 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:54,077 : INFO : EPOCH 8 - PROGRESS: at 0.21% examples, 196152 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:53:55,097 : INFO : EPOCH 8 - PROGRESS: at 0.31% examples, 197970 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:56,110 : INFO : EPOCH 8 - PROGRESS: at 0.40% examples, 193851 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:53:57,160 : INFO : EPOCH 8 - PROGRESS: at 0.50% examples, 189708 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:58,170 : INFO : EPOCH 8 - PROGRESS: at 0.59% examples, 189627 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:53:59,213 : INFO : EPOCH 8 - PROGRESS: at 0.69% examples, 191790 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:00,235 : INFO : EPOCH 8 - PROGRESS: at 0.81% examples, 194518 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:01,291 : INFO : EPOCH 8 - PROGRESS: at 0.92% examples, 196362 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:02,297 : INFO : EPOCH 8 - PROGRESS: at 1.04% examples, 196936 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:03,342 : INFO : EPOCH 8 - PROGRESS: at 1.16% examples, 198071 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:04,403 : INFO : EPOCH 8 - PROGRESS: at 1.28% examples, 199407 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:05,417 : INFO : EPOCH 8 - PROGRESS: at 1.39% examples, 200857 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:06,435 : INFO : EPOCH 8 - PROGRESS: at 1.50% examples, 200750 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:07,467 : INFO : EPOCH 8 - PROGRESS: at 1.62% examples, 201586 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:08,499 : INFO : EPOCH 8 - PROGRESS: at 1.74% examples, 201870 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:09,563 : INFO : EPOCH 8 - PROGRESS: at 1.85% examples, 202194 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:10,587 : INFO : EPOCH 8 - PROGRESS: at 1.96% examples, 203057 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:11,601 : INFO : EPOCH 8 - PROGRESS: at 2.07% examples, 203257 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:12,611 : INFO : EPOCH 8 - PROGRESS: at 2.18% examples, 203435 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:13,619 : INFO : EPOCH 8 - PROGRESS: at 2.28% examples, 203826 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:14,689 : INFO : EPOCH 8 - PROGRESS: at 2.39% examples, 203805 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:15,693 : INFO : EPOCH 8 - PROGRESS: at 2.53% examples, 204413 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:16,768 : INFO : EPOCH 8 - PROGRESS: at 2.64% examples, 204177 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:17,768 : INFO : EPOCH 8 - PROGRESS: at 2.75% examples, 204753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:18,787 : INFO : EPOCH 8 - PROGRESS: at 2.86% examples, 204691 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:19,788 : INFO : EPOCH 8 - PROGRESS: at 2.96% examples, 205096 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:20,809 : INFO : EPOCH 8 - PROGRESS: at 3.08% examples, 205044 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:21,815 : INFO : EPOCH 8 - PROGRESS: at 3.19% examples, 205373 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:22,846 : INFO : EPOCH 8 - PROGRESS: at 3.31% examples, 205374 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:23,847 : INFO : EPOCH 8 - PROGRESS: at 3.42% examples, 205487 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:24,874 : INFO : EPOCH 8 - PROGRESS: at 3.55% examples, 205507 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:25,891 : INFO : EPOCH 8 - PROGRESS: at 3.65% examples, 205566 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:26,907 : INFO : EPOCH 8 - PROGRESS: at 3.76% examples, 205695 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:27,909 : INFO : EPOCH 8 - PROGRESS: at 3.86% examples, 205812 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:28,917 : INFO : EPOCH 8 - PROGRESS: at 3.98% examples, 206060 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:29,944 : INFO : EPOCH 8 - PROGRESS: at 4.09% examples, 205901 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:30,998 : INFO : EPOCH 8 - PROGRESS: at 4.21% examples, 206007 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:32,040 : INFO : EPOCH 8 - PROGRESS: at 4.32% examples, 206124 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:33,127 : INFO : EPOCH 8 - PROGRESS: at 4.43% examples, 206115 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:34,142 : INFO : EPOCH 8 - PROGRESS: at 4.55% examples, 206358 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:54:35,209 : INFO : EPOCH 8 - PROGRESS: at 4.68% examples, 206357 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:36,214 : INFO : EPOCH 8 - PROGRESS: at 4.79% examples, 206573 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:37,263 : INFO : EPOCH 8 - PROGRESS: at 4.90% examples, 206532 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:38,285 : INFO : EPOCH 8 - PROGRESS: at 5.01% examples, 206528 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:39,303 : INFO : EPOCH 8 - PROGRESS: at 5.13% examples, 206632 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:40,307 : INFO : EPOCH 8 - PROGRESS: at 5.26% examples, 206639 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:41,312 : INFO : EPOCH 8 - PROGRESS: at 5.37% examples, 206784 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:42,330 : INFO : EPOCH 8 - PROGRESS: at 5.50% examples, 207018 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:43,372 : INFO : EPOCH 8 - PROGRESS: at 5.62% examples, 206858 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:44,419 : INFO : EPOCH 8 - PROGRESS: at 5.74% examples, 206906 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:45,429 : INFO : EPOCH 8 - PROGRESS: at 5.87% examples, 207064 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:46,434 : INFO : EPOCH 8 - PROGRESS: at 5.99% examples, 207111 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:47,449 : INFO : EPOCH 8 - PROGRESS: at 6.08% examples, 206983 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:48,461 : INFO : EPOCH 8 - PROGRESS: at 6.19% examples, 207050 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:49,471 : INFO : EPOCH 8 - PROGRESS: at 6.30% examples, 207170 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:50,481 : INFO : EPOCH 8 - PROGRESS: at 6.40% examples, 207202 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:51,487 : INFO : EPOCH 8 - PROGRESS: at 6.52% examples, 207241 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:52,518 : INFO : EPOCH 8 - PROGRESS: at 6.63% examples, 207051 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:53,540 : INFO : EPOCH 8 - PROGRESS: at 6.76% examples, 207397 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:54,587 : INFO : EPOCH 8 - PROGRESS: at 6.86% examples, 207277 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:55,647 : INFO : EPOCH 8 - PROGRESS: at 6.96% examples, 207250 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:54:56,651 : INFO : EPOCH 8 - PROGRESS: at 7.10% examples, 207444 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:57,658 : INFO : EPOCH 8 - PROGRESS: at 7.22% examples, 207408 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:58,662 : INFO : EPOCH 8 - PROGRESS: at 7.32% examples, 207415 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:54:59,686 : INFO : EPOCH 8 - PROGRESS: at 7.44% examples, 207433 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:00,688 : INFO : EPOCH 8 - PROGRESS: at 7.55% examples, 207480 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:01,713 : INFO : EPOCH 8 - PROGRESS: at 7.66% examples, 207505 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:02,737 : INFO : EPOCH 8 - PROGRESS: at 7.77% examples, 207527 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:03,800 : INFO : EPOCH 8 - PROGRESS: at 7.88% examples, 207491 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:04,841 : INFO : EPOCH 8 - PROGRESS: at 8.01% examples, 207584 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:05,846 : INFO : EPOCH 8 - PROGRESS: at 8.11% examples, 207559 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:06,857 : INFO : EPOCH 8 - PROGRESS: at 8.23% examples, 207601 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:07,884 : INFO : EPOCH 8 - PROGRESS: at 8.35% examples, 207677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:08,907 : INFO : EPOCH 8 - PROGRESS: at 8.45% examples, 207678 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:09,924 : INFO : EPOCH 8 - PROGRESS: at 8.56% examples, 207674 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:10,927 : INFO : EPOCH 8 - PROGRESS: at 8.67% examples, 207776 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:11,983 : INFO : EPOCH 8 - PROGRESS: at 8.79% examples, 207679 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:13,014 : INFO : EPOCH 8 - PROGRESS: at 8.91% examples, 207753 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:14,019 : INFO : EPOCH 8 - PROGRESS: at 9.01% examples, 207699 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:15,073 : INFO : EPOCH 8 - PROGRESS: at 9.13% examples, 207754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:16,075 : INFO : EPOCH 8 - PROGRESS: at 9.23% examples, 207768 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:17,107 : INFO : EPOCH 8 - PROGRESS: at 9.34% examples, 207868 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:18,137 : INFO : EPOCH 8 - PROGRESS: at 9.47% examples, 207792 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:19,138 : INFO : EPOCH 8 - PROGRESS: at 9.58% examples, 207912 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:20,159 : INFO : EPOCH 8 - PROGRESS: at 9.72% examples, 207869 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:21,182 : INFO : EPOCH 8 - PROGRESS: at 9.83% examples, 207888 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:55:22,194 : INFO : EPOCH 8 - PROGRESS: at 9.96% examples, 207926 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:23,208 : INFO : EPOCH 8 - PROGRESS: at 10.07% examples, 207929 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:24,213 : INFO : EPOCH 8 - PROGRESS: at 10.20% examples, 208014 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:25,234 : INFO : EPOCH 8 - PROGRESS: at 10.32% examples, 207907 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:26,264 : INFO : EPOCH 8 - PROGRESS: at 10.45% examples, 207951 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:27,267 : INFO : EPOCH 8 - PROGRESS: at 10.55% examples, 208050 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:28,345 : INFO : EPOCH 8 - PROGRESS: at 10.67% examples, 207938 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:29,413 : INFO : EPOCH 8 - PROGRESS: at 10.80% examples, 208040 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:30,441 : INFO : EPOCH 8 - PROGRESS: at 10.90% examples, 208016 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:31,457 : INFO : EPOCH 8 - PROGRESS: at 11.02% examples, 208050 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:32,473 : INFO : EPOCH 8 - PROGRESS: at 11.14% examples, 208112 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:33,510 : INFO : EPOCH 8 - PROGRESS: at 11.24% examples, 208022 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:34,512 : INFO : EPOCH 8 - PROGRESS: at 11.37% examples, 207983 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:35,540 : INFO : EPOCH 8 - PROGRESS: at 11.48% examples, 208078 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:36,612 : INFO : EPOCH 8 - PROGRESS: at 11.59% examples, 208065 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:37,634 : INFO : EPOCH 8 - PROGRESS: at 11.71% examples, 208148 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:38,640 : INFO : EPOCH 8 - PROGRESS: at 11.85% examples, 208171 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:39,653 : INFO : EPOCH 8 - PROGRESS: at 11.95% examples, 208139 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:40,665 : INFO : EPOCH 8 - PROGRESS: at 12.06% examples, 208220 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:55:41,671 : INFO : EPOCH 8 - PROGRESS: at 12.18% examples, 208171 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:42,672 : INFO : EPOCH 8 - PROGRESS: at 12.29% examples, 208215 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:43,682 : INFO : EPOCH 8 - PROGRESS: at 12.41% examples, 208256 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:44,741 : INFO : EPOCH 8 - PROGRESS: at 12.53% examples, 208182 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:45,755 : INFO : EPOCH 8 - PROGRESS: at 12.64% examples, 208230 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:46,763 : INFO : EPOCH 8 - PROGRESS: at 12.77% examples, 208267 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:47,787 : INFO : EPOCH 8 - PROGRESS: at 12.89% examples, 208262 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:48,794 : INFO : EPOCH 8 - PROGRESS: at 12.99% examples, 208205 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:49,795 : INFO : EPOCH 8 - PROGRESS: at 13.11% examples, 208334 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:50,875 : INFO : EPOCH 8 - PROGRESS: at 13.22% examples, 208226 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:51,889 : INFO : EPOCH 8 - PROGRESS: at 13.33% examples, 208249 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:52,892 : INFO : EPOCH 8 - PROGRESS: at 13.44% examples, 208296 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:53,915 : INFO : EPOCH 8 - PROGRESS: at 13.55% examples, 208279 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:54,941 : INFO : EPOCH 8 - PROGRESS: at 13.66% examples, 208293 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:55,965 : INFO : EPOCH 8 - PROGRESS: at 13.79% examples, 208208 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:57,052 : INFO : EPOCH 8 - PROGRESS: at 13.91% examples, 208248 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:58,067 : INFO : EPOCH 8 - PROGRESS: at 14.03% examples, 208327 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:55:59,113 : INFO : EPOCH 8 - PROGRESS: at 14.13% examples, 208260 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:00,122 : INFO : EPOCH 8 - PROGRESS: at 14.24% examples, 208319 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:01,130 : INFO : EPOCH 8 - PROGRESS: at 14.37% examples, 208345 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:56:02,176 : INFO : EPOCH 8 - PROGRESS: at 14.49% examples, 208264 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:56:03,199 : INFO : EPOCH 8 - PROGRESS: at 14.61% examples, 208297 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:04,207 : INFO : EPOCH 8 - PROGRESS: at 14.70% examples, 208302 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:05,224 : INFO : EPOCH 8 - PROGRESS: at 14.84% examples, 208338 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:06,291 : INFO : EPOCH 8 - PROGRESS: at 14.96% examples, 208334 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:07,303 : INFO : EPOCH 8 - PROGRESS: at 15.07% examples, 208376 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:08,309 : INFO : EPOCH 8 - PROGRESS: at 15.17% examples, 208349 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:09,369 : INFO : EPOCH 8 - PROGRESS: at 15.27% examples, 208375 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:10,369 : INFO : EPOCH 8 - PROGRESS: at 15.38% examples, 208394 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:11,457 : INFO : EPOCH 8 - PROGRESS: at 15.50% examples, 208349 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:12,524 : INFO : EPOCH 8 - PROGRESS: at 15.61% examples, 208364 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:13,527 : INFO : EPOCH 8 - PROGRESS: at 15.71% examples, 208392 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:14,539 : INFO : EPOCH 8 - PROGRESS: at 15.84% examples, 208452 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:15,563 : INFO : EPOCH 8 - PROGRESS: at 15.94% examples, 208426 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:16,577 : INFO : EPOCH 8 - PROGRESS: at 16.05% examples, 208415 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:17,632 : INFO : EPOCH 8 - PROGRESS: at 16.16% examples, 208444 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:56:18,670 : INFO : EPOCH 8 - PROGRESS: at 16.28% examples, 208434 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:19,688 : INFO : EPOCH 8 - PROGRESS: at 16.40% examples, 208437 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:20,745 : INFO : EPOCH 8 - PROGRESS: at 16.52% examples, 208435 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:21,756 : INFO : EPOCH 8 - PROGRESS: at 16.63% examples, 208436 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:22,760 : INFO : EPOCH 8 - PROGRESS: at 16.73% examples, 208450 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:23,792 : INFO : EPOCH 8 - PROGRESS: at 16.84% examples, 208416 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:24,798 : INFO : EPOCH 8 - PROGRESS: at 16.96% examples, 208530 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:25,804 : INFO : EPOCH 8 - PROGRESS: at 17.07% examples, 208502 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:26,852 : INFO : EPOCH 8 - PROGRESS: at 17.18% examples, 208459 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:27,888 : INFO : EPOCH 8 - PROGRESS: at 17.29% examples, 208463 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:28,895 : INFO : EPOCH 8 - PROGRESS: at 17.40% examples, 208499 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:29,912 : INFO : EPOCH 8 - PROGRESS: at 17.52% examples, 208525 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:30,957 : INFO : EPOCH 8 - PROGRESS: at 17.63% examples, 208455 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:31,971 : INFO : EPOCH 8 - PROGRESS: at 17.74% examples, 208473 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:33,046 : INFO : EPOCH 8 - PROGRESS: at 17.86% examples, 208464 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:34,091 : INFO : EPOCH 8 - PROGRESS: at 17.97% examples, 208494 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:35,094 : INFO : EPOCH 8 - PROGRESS: at 18.09% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:36,136 : INFO : EPOCH 8 - PROGRESS: at 18.21% examples, 208476 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:37,185 : INFO : EPOCH 8 - PROGRESS: at 18.34% examples, 208492 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:38,208 : INFO : EPOCH 8 - PROGRESS: at 18.44% examples, 208535 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:39,232 : INFO : EPOCH 8 - PROGRESS: at 18.54% examples, 208535 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:40,260 : INFO : EPOCH 8 - PROGRESS: at 18.63% examples, 208491 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:56:41,272 : INFO : EPOCH 8 - PROGRESS: at 18.75% examples, 208515 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:42,297 : INFO : EPOCH 8 - PROGRESS: at 18.86% examples, 208515 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:56:43,314 : INFO : EPOCH 8 - PROGRESS: at 18.98% examples, 208542 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:44,335 : INFO : EPOCH 8 - PROGRESS: at 19.08% examples, 208551 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:45,345 : INFO : EPOCH 8 - PROGRESS: at 19.17% examples, 208560 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:46,413 : INFO : EPOCH 8 - PROGRESS: at 19.27% examples, 208531 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:47,475 : INFO : EPOCH 8 - PROGRESS: at 19.39% examples, 208556 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:48,509 : INFO : EPOCH 8 - PROGRESS: at 19.51% examples, 208559 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:49,532 : INFO : EPOCH 8 - PROGRESS: at 19.62% examples, 208571 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:50,569 : INFO : EPOCH 8 - PROGRESS: at 19.75% examples, 208558 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:51,581 : INFO : EPOCH 8 - PROGRESS: at 19.87% examples, 208579 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:52,586 : INFO : EPOCH 8 - PROGRESS: at 20.00% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:53,617 : INFO : EPOCH 8 - PROGRESS: at 20.11% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:54,677 : INFO : EPOCH 8 - PROGRESS: at 20.24% examples, 208545 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:55,679 : INFO : EPOCH 8 - PROGRESS: at 20.35% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:56,730 : INFO : EPOCH 8 - PROGRESS: at 20.46% examples, 208565 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:57,779 : INFO : EPOCH 8 - PROGRESS: at 20.58% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:58,880 : INFO : EPOCH 8 - PROGRESS: at 20.70% examples, 208561 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:56:59,893 : INFO : EPOCH 8 - PROGRESS: at 20.79% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:00,950 : INFO : EPOCH 8 - PROGRESS: at 20.89% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:01,965 : INFO : EPOCH 8 - PROGRESS: at 21.00% examples, 208582 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:02,968 : INFO : EPOCH 8 - PROGRESS: at 21.12% examples, 208617 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:57:04,036 : INFO : EPOCH 8 - PROGRESS: at 21.23% examples, 208556 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:05,056 : INFO : EPOCH 8 - PROGRESS: at 21.35% examples, 208633 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:06,068 : INFO : EPOCH 8 - PROGRESS: at 21.45% examples, 208629 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:07,100 : INFO : EPOCH 8 - PROGRESS: at 21.57% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:08,121 : INFO : EPOCH 8 - PROGRESS: at 21.70% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:09,125 : INFO : EPOCH 8 - PROGRESS: at 21.80% examples, 208639 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:10,125 : INFO : EPOCH 8 - PROGRESS: at 21.92% examples, 208658 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:57:11,127 : INFO : EPOCH 8 - PROGRESS: at 22.03% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:12,132 : INFO : EPOCH 8 - PROGRESS: at 22.14% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:13,146 : INFO : EPOCH 8 - PROGRESS: at 22.25% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:14,150 : INFO : EPOCH 8 - PROGRESS: at 22.36% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:15,173 : INFO : EPOCH 8 - PROGRESS: at 22.46% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:16,227 : INFO : EPOCH 8 - PROGRESS: at 22.57% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:17,249 : INFO : EPOCH 8 - PROGRESS: at 22.70% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:18,262 : INFO : EPOCH 8 - PROGRESS: at 22.82% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:19,297 : INFO : EPOCH 8 - PROGRESS: at 22.92% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:20,348 : INFO : EPOCH 8 - PROGRESS: at 23.03% examples, 208650 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:57:21,378 : INFO : EPOCH 8 - PROGRESS: at 23.15% examples, 208627 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:22,428 : INFO : EPOCH 8 - PROGRESS: at 23.28% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:23,436 : INFO : EPOCH 8 - PROGRESS: at 23.39% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:24,456 : INFO : EPOCH 8 - PROGRESS: at 23.50% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:25,492 : INFO : EPOCH 8 - PROGRESS: at 23.63% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:26,506 : INFO : EPOCH 8 - PROGRESS: at 23.73% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:27,521 : INFO : EPOCH 8 - PROGRESS: at 23.85% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:28,579 : INFO : EPOCH 8 - PROGRESS: at 23.98% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:29,625 : INFO : EPOCH 8 - PROGRESS: at 24.12% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:30,697 : INFO : EPOCH 8 - PROGRESS: at 24.24% examples, 208653 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:57:31,745 : INFO : EPOCH 8 - PROGRESS: at 24.37% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:32,771 : INFO : EPOCH 8 - PROGRESS: at 24.50% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:33,863 : INFO : EPOCH 8 - PROGRESS: at 24.63% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:34,893 : INFO : EPOCH 8 - PROGRESS: at 24.74% examples, 208672 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:35,923 : INFO : EPOCH 8 - PROGRESS: at 24.86% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:36,923 : INFO : EPOCH 8 - PROGRESS: at 24.97% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:37,928 : INFO : EPOCH 8 - PROGRESS: at 25.08% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:38,953 : INFO : EPOCH 8 - PROGRESS: at 25.19% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:39,986 : INFO : EPOCH 8 - PROGRESS: at 25.30% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:41,044 : INFO : EPOCH 8 - PROGRESS: at 25.40% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:42,094 : INFO : EPOCH 8 - PROGRESS: at 25.52% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:43,141 : INFO : EPOCH 8 - PROGRESS: at 25.62% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:44,152 : INFO : EPOCH 8 - PROGRESS: at 25.73% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:45,174 : INFO : EPOCH 8 - PROGRESS: at 25.85% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:46,240 : INFO : EPOCH 8 - PROGRESS: at 25.97% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:47,257 : INFO : EPOCH 8 - PROGRESS: at 26.08% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:48,273 : INFO : EPOCH 8 - PROGRESS: at 26.18% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:49,281 : INFO : EPOCH 8 - PROGRESS: at 26.32% examples, 208724 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:50,306 : INFO : EPOCH 8 - PROGRESS: at 26.44% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:51,352 : INFO : EPOCH 8 - PROGRESS: at 26.57% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:52,379 : INFO : EPOCH 8 - PROGRESS: at 26.67% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:53,393 : INFO : EPOCH 8 - PROGRESS: at 26.77% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:54,397 : INFO : EPOCH 8 - PROGRESS: at 26.88% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:55,474 : INFO : EPOCH 8 - PROGRESS: at 27.01% examples, 208722 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:56,482 : INFO : EPOCH 8 - PROGRESS: at 27.12% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:57,487 : INFO : EPOCH 8 - PROGRESS: at 27.24% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:58,498 : INFO : EPOCH 8 - PROGRESS: at 27.35% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:57:59,526 : INFO : EPOCH 8 - PROGRESS: at 27.46% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:00,625 : INFO : EPOCH 8 - PROGRESS: at 27.57% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:01,690 : INFO : EPOCH 8 - PROGRESS: at 27.68% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:02,690 : INFO : EPOCH 8 - PROGRESS: at 27.80% examples, 208713 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:58:03,696 : INFO : EPOCH 8 - PROGRESS: at 27.90% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:04,716 : INFO : EPOCH 8 - PROGRESS: at 28.03% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:05,781 : INFO : EPOCH 8 - PROGRESS: at 28.15% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:06,826 : INFO : EPOCH 8 - PROGRESS: at 28.28% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:07,879 : INFO : EPOCH 8 - PROGRESS: at 28.40% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:08,898 : INFO : EPOCH 8 - PROGRESS: at 28.52% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:09,913 : INFO : EPOCH 8 - PROGRESS: at 28.61% examples, 208752 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:10,922 : INFO : EPOCH 8 - PROGRESS: at 28.73% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:11,950 : INFO : EPOCH 8 - PROGRESS: at 28.84% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:13,025 : INFO : EPOCH 8 - PROGRESS: at 28.96% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:14,030 : INFO : EPOCH 8 - PROGRESS: at 29.08% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:15,035 : INFO : EPOCH 8 - PROGRESS: at 29.19% examples, 208751 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:16,072 : INFO : EPOCH 8 - PROGRESS: at 29.31% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:17,079 : INFO : EPOCH 8 - PROGRESS: at 29.41% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:18,079 : INFO : EPOCH 8 - PROGRESS: at 29.51% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:19,106 : INFO : EPOCH 8 - PROGRESS: at 29.61% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:20,126 : INFO : EPOCH 8 - PROGRESS: at 29.71% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:21,141 : INFO : EPOCH 8 - PROGRESS: at 29.83% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:22,144 : INFO : EPOCH 8 - PROGRESS: at 29.94% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:23,148 : INFO : EPOCH 8 - PROGRESS: at 30.04% examples, 208724 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:24,169 : INFO : EPOCH 8 - PROGRESS: at 30.15% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:25,181 : INFO : EPOCH 8 - PROGRESS: at 30.25% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:26,216 : INFO : EPOCH 8 - PROGRESS: at 30.36% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:27,243 : INFO : EPOCH 8 - PROGRESS: at 30.45% examples, 208478 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:28,308 : INFO : EPOCH 8 - PROGRESS: at 30.54% examples, 208350 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:29,394 : INFO : EPOCH 8 - PROGRESS: at 30.66% examples, 208338 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:30,410 : INFO : EPOCH 8 - PROGRESS: at 30.77% examples, 208377 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:31,415 : INFO : EPOCH 8 - PROGRESS: at 30.89% examples, 208370 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:58:32,435 : INFO : EPOCH 8 - PROGRESS: at 31.01% examples, 208373 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:33,476 : INFO : EPOCH 8 - PROGRESS: at 31.13% examples, 208355 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:34,490 : INFO : EPOCH 8 - PROGRESS: at 31.26% examples, 208394 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:35,502 : INFO : EPOCH 8 - PROGRESS: at 31.37% examples, 208396 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:36,503 : INFO : EPOCH 8 - PROGRESS: at 31.49% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:37,547 : INFO : EPOCH 8 - PROGRESS: at 31.60% examples, 208382 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:38,591 : INFO : EPOCH 8 - PROGRESS: at 31.73% examples, 208378 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:39,659 : INFO : EPOCH 8 - PROGRESS: at 31.85% examples, 208392 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:40,683 : INFO : EPOCH 8 - PROGRESS: at 31.95% examples, 208406 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:41,690 : INFO : EPOCH 8 - PROGRESS: at 32.06% examples, 208392 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:42,697 : INFO : EPOCH 8 - PROGRESS: at 32.19% examples, 208418 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:43,739 : INFO : EPOCH 8 - PROGRESS: at 32.30% examples, 208386 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:44,755 : INFO : EPOCH 8 - PROGRESS: at 32.40% examples, 208414 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:45,761 : INFO : EPOCH 8 - PROGRESS: at 32.50% examples, 208403 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:46,788 : INFO : EPOCH 8 - PROGRESS: at 32.62% examples, 208410 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:58:47,812 : INFO : EPOCH 8 - PROGRESS: at 32.75% examples, 208412 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:48,819 : INFO : EPOCH 8 - PROGRESS: at 32.86% examples, 208415 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:49,856 : INFO : EPOCH 8 - PROGRESS: at 32.97% examples, 208403 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:50,917 : INFO : EPOCH 8 - PROGRESS: at 33.08% examples, 208423 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:51,932 : INFO : EPOCH 8 - PROGRESS: at 33.21% examples, 208454 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:52,958 : INFO : EPOCH 8 - PROGRESS: at 33.31% examples, 208430 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:53,964 : INFO : EPOCH 8 - PROGRESS: at 33.43% examples, 208437 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:54,985 : INFO : EPOCH 8 - PROGRESS: at 33.54% examples, 208429 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:55,991 : INFO : EPOCH 8 - PROGRESS: at 33.66% examples, 208458 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:56,998 : INFO : EPOCH 8 - PROGRESS: at 33.78% examples, 208465 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:58,012 : INFO : EPOCH 8 - PROGRESS: at 33.89% examples, 208464 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:58:59,024 : INFO : EPOCH 8 - PROGRESS: at 34.00% examples, 208463 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:00,104 : INFO : EPOCH 8 - PROGRESS: at 34.12% examples, 208442 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:01,124 : INFO : EPOCH 8 - PROGRESS: at 34.23% examples, 208468 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:02,153 : INFO : EPOCH 8 - PROGRESS: at 34.34% examples, 208450 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:59:03,156 : INFO : EPOCH 8 - PROGRESS: at 34.46% examples, 208490 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:04,209 : INFO : EPOCH 8 - PROGRESS: at 34.58% examples, 208466 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:05,227 : INFO : EPOCH 8 - PROGRESS: at 34.68% examples, 208482 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:59:06,274 : INFO : EPOCH 8 - PROGRESS: at 34.80% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:07,314 : INFO : EPOCH 8 - PROGRESS: at 34.90% examples, 208467 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:08,363 : INFO : EPOCH 8 - PROGRESS: at 35.02% examples, 208493 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:09,390 : INFO : EPOCH 8 - PROGRESS: at 35.12% examples, 208478 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:10,424 : INFO : EPOCH 8 - PROGRESS: at 35.25% examples, 208506 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:11,436 : INFO : EPOCH 8 - PROGRESS: at 35.36% examples, 208500 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:12,443 : INFO : EPOCH 8 - PROGRESS: at 35.47% examples, 208518 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:13,493 : INFO : EPOCH 8 - PROGRESS: at 35.58% examples, 208472 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:14,549 : INFO : EPOCH 8 - PROGRESS: at 35.71% examples, 208487 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:15,562 : INFO : EPOCH 8 - PROGRESS: at 35.82% examples, 208491 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:16,588 : INFO : EPOCH 8 - PROGRESS: at 35.94% examples, 208500 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:17,594 : INFO : EPOCH 8 - PROGRESS: at 36.05% examples, 208507 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:18,661 : INFO : EPOCH 8 - PROGRESS: at 36.16% examples, 208504 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:19,673 : INFO : EPOCH 8 - PROGRESS: at 36.28% examples, 208521 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:20,696 : INFO : EPOCH 8 - PROGRESS: at 36.39% examples, 208516 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:59:21,724 : INFO : EPOCH 8 - PROGRESS: at 36.49% examples, 208491 words/s, in_qsize 7, out_qsize 1
2020-07-17 01:59:22,747 : INFO : EPOCH 8 - PROGRESS: at 36.61% examples, 208523 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:23,793 : INFO : EPOCH 8 - PROGRESS: at 36.72% examples, 208502 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:24,819 : INFO : EPOCH 8 - PROGRESS: at 36.82% examples, 208509 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:25,831 : INFO : EPOCH 8 - PROGRESS: at 36.94% examples, 208545 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:26,902 : INFO : EPOCH 8 - PROGRESS: at 37.04% examples, 208512 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:27,928 : INFO : EPOCH 8 - PROGRESS: at 37.15% examples, 208533 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:28,941 : INFO : EPOCH 8 - PROGRESS: at 37.26% examples, 208527 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:29,961 : INFO : EPOCH 8 - PROGRESS: at 37.39% examples, 208518 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:31,017 : INFO : EPOCH 8 - PROGRESS: at 37.51% examples, 208527 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:32,045 : INFO : EPOCH 8 - PROGRESS: at 37.63% examples, 208511 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:59:33,097 : INFO : EPOCH 8 - PROGRESS: at 37.74% examples, 208514 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:34,097 : INFO : EPOCH 8 - PROGRESS: at 37.86% examples, 208533 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:35,108 : INFO : EPOCH 8 - PROGRESS: at 37.99% examples, 208544 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:36,145 : INFO : EPOCH 8 - PROGRESS: at 38.10% examples, 208542 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:37,152 : INFO : EPOCH 8 - PROGRESS: at 38.21% examples, 208526 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:38,174 : INFO : EPOCH 8 - PROGRESS: at 38.32% examples, 208523 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:59:39,224 : INFO : EPOCH 8 - PROGRESS: at 38.44% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:40,241 : INFO : EPOCH 8 - PROGRESS: at 38.57% examples, 208538 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:41,295 : INFO : EPOCH 8 - PROGRESS: at 38.70% examples, 208542 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:42,324 : INFO : EPOCH 8 - PROGRESS: at 38.83% examples, 208536 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:59:43,329 : INFO : EPOCH 8 - PROGRESS: at 38.95% examples, 208565 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:44,347 : INFO : EPOCH 8 - PROGRESS: at 39.06% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:45,394 : INFO : EPOCH 8 - PROGRESS: at 39.18% examples, 208527 words/s, in_qsize 6, out_qsize 1
2020-07-17 01:59:46,398 : INFO : EPOCH 8 - PROGRESS: at 39.30% examples, 208565 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:47,442 : INFO : EPOCH 8 - PROGRESS: at 39.41% examples, 208544 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:48,467 : INFO : EPOCH 8 - PROGRESS: at 39.52% examples, 208557 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:49,477 : INFO : EPOCH 8 - PROGRESS: at 39.61% examples, 208551 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:50,507 : INFO : EPOCH 8 - PROGRESS: at 39.73% examples, 208571 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:59:51,525 : INFO : EPOCH 8 - PROGRESS: at 39.84% examples, 208560 words/s, in_qsize 8, out_qsize 1
2020-07-17 01:59:52,533 : INFO : EPOCH 8 - PROGRESS: at 39.95% examples, 208573 words/s, in_qsize 8, out_qsize 0
2020-07-17 01:59:53,585 : INFO : EPOCH 8 - PROGRESS: at 40.06% examples, 208557 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:54,608 : INFO : EPOCH 8 - PROGRESS: at 40.19% examples, 208569 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:55,642 : INFO : EPOCH 8 - PROGRESS: at 40.32% examples, 208579 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:56,697 : INFO : EPOCH 8 - PROGRESS: at 40.41% examples, 208566 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:57,771 : INFO : EPOCH 8 - PROGRESS: at 40.53% examples, 208560 words/s, in_qsize 7, out_qsize 1
2020-07-17 01:59:58,777 : INFO : EPOCH 8 - PROGRESS: at 40.65% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 01:59:59,839 : INFO : EPOCH 8 - PROGRESS: at 40.74% examples, 208577 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:00,860 : INFO : EPOCH 8 - PROGRESS: at 40.89% examples, 208583 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:01,872 : INFO : EPOCH 8 - PROGRESS: at 40.98% examples, 208568 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:02,892 : INFO : EPOCH 8 - PROGRESS: at 41.11% examples, 208571 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:03,931 : INFO : EPOCH 8 - PROGRESS: at 41.21% examples, 208572 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:04,980 : INFO : EPOCH 8 - PROGRESS: at 41.34% examples, 208569 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:06,013 : INFO : EPOCH 8 - PROGRESS: at 41.45% examples, 208574 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:07,047 : INFO : EPOCH 8 - PROGRESS: at 41.56% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:08,080 : INFO : EPOCH 8 - PROGRESS: at 41.67% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:09,092 : INFO : EPOCH 8 - PROGRESS: at 41.80% examples, 208577 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:00:10,094 : INFO : EPOCH 8 - PROGRESS: at 41.92% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:11,103 : INFO : EPOCH 8 - PROGRESS: at 42.04% examples, 208587 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:12,118 : INFO : EPOCH 8 - PROGRESS: at 42.15% examples, 208587 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:13,168 : INFO : EPOCH 8 - PROGRESS: at 42.26% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:14,197 : INFO : EPOCH 8 - PROGRESS: at 42.38% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:15,269 : INFO : EPOCH 8 - PROGRESS: at 42.49% examples, 208583 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:16,277 : INFO : EPOCH 8 - PROGRESS: at 42.61% examples, 208609 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:17,369 : INFO : EPOCH 8 - PROGRESS: at 42.73% examples, 208580 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:18,369 : INFO : EPOCH 8 - PROGRESS: at 42.86% examples, 208598 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:19,435 : INFO : EPOCH 8 - PROGRESS: at 42.97% examples, 208588 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:20,443 : INFO : EPOCH 8 - PROGRESS: at 43.08% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:21,554 : INFO : EPOCH 8 - PROGRESS: at 43.19% examples, 208583 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:22,565 : INFO : EPOCH 8 - PROGRESS: at 43.30% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:23,576 : INFO : EPOCH 8 - PROGRESS: at 43.40% examples, 208598 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:24,591 : INFO : EPOCH 8 - PROGRESS: at 43.52% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:25,644 : INFO : EPOCH 8 - PROGRESS: at 43.63% examples, 208584 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:26,692 : INFO : EPOCH 8 - PROGRESS: at 43.75% examples, 208579 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:27,731 : INFO : EPOCH 8 - PROGRESS: at 43.87% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:28,744 : INFO : EPOCH 8 - PROGRESS: at 43.99% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:29,783 : INFO : EPOCH 8 - PROGRESS: at 44.12% examples, 208601 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:30,808 : INFO : EPOCH 8 - PROGRESS: at 44.23% examples, 208609 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:31,874 : INFO : EPOCH 8 - PROGRESS: at 44.34% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:32,881 : INFO : EPOCH 8 - PROGRESS: at 44.47% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:33,977 : INFO : EPOCH 8 - PROGRESS: at 44.57% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:34,978 : INFO : EPOCH 8 - PROGRESS: at 44.69% examples, 208605 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:36,056 : INFO : EPOCH 8 - PROGRESS: at 44.79% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:37,065 : INFO : EPOCH 8 - PROGRESS: at 44.90% examples, 208603 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:38,178 : INFO : EPOCH 8 - PROGRESS: at 45.01% examples, 208603 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:39,211 : INFO : EPOCH 8 - PROGRESS: at 45.15% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:40,251 : INFO : EPOCH 8 - PROGRESS: at 45.28% examples, 208617 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:00:41,296 : INFO : EPOCH 8 - PROGRESS: at 45.40% examples, 208620 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:42,306 : INFO : EPOCH 8 - PROGRESS: at 45.51% examples, 208633 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:43,312 : INFO : EPOCH 8 - PROGRESS: at 45.62% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:44,351 : INFO : EPOCH 8 - PROGRESS: at 45.75% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:45,393 : INFO : EPOCH 8 - PROGRESS: at 45.85% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:46,402 : INFO : EPOCH 8 - PROGRESS: at 45.95% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:47,422 : INFO : EPOCH 8 - PROGRESS: at 46.07% examples, 208627 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:48,444 : INFO : EPOCH 8 - PROGRESS: at 46.18% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:49,469 : INFO : EPOCH 8 - PROGRESS: at 46.30% examples, 208610 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:50,509 : INFO : EPOCH 8 - PROGRESS: at 46.42% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:51,573 : INFO : EPOCH 8 - PROGRESS: at 46.54% examples, 208609 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:52,584 : INFO : EPOCH 8 - PROGRESS: at 46.65% examples, 208627 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:53,603 : INFO : EPOCH 8 - PROGRESS: at 46.77% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:54,607 : INFO : EPOCH 8 - PROGRESS: at 46.87% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:55,615 : INFO : EPOCH 8 - PROGRESS: at 47.00% examples, 208638 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:56,628 : INFO : EPOCH 8 - PROGRESS: at 47.11% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:57,680 : INFO : EPOCH 8 - PROGRESS: at 47.22% examples, 208611 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:58,702 : INFO : EPOCH 8 - PROGRESS: at 47.32% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:00:59,703 : INFO : EPOCH 8 - PROGRESS: at 47.44% examples, 208613 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:00,748 : INFO : EPOCH 8 - PROGRESS: at 47.55% examples, 208620 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:01,752 : INFO : EPOCH 8 - PROGRESS: at 47.66% examples, 208644 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:02,763 : INFO : EPOCH 8 - PROGRESS: at 47.77% examples, 208616 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:03,797 : INFO : EPOCH 8 - PROGRESS: at 47.89% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:04,857 : INFO : EPOCH 8 - PROGRESS: at 48.01% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:05,863 : INFO : EPOCH 8 - PROGRESS: at 48.13% examples, 208639 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:06,866 : INFO : EPOCH 8 - PROGRESS: at 48.25% examples, 208646 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:07,909 : INFO : EPOCH 8 - PROGRESS: at 48.37% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:08,947 : INFO : EPOCH 8 - PROGRESS: at 48.48% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:09,973 : INFO : EPOCH 8 - PROGRESS: at 48.58% examples, 208643 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:01:10,987 : INFO : EPOCH 8 - PROGRESS: at 48.70% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:12,043 : INFO : EPOCH 8 - PROGRESS: at 48.80% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:13,062 : INFO : EPOCH 8 - PROGRESS: at 48.91% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:14,070 : INFO : EPOCH 8 - PROGRESS: at 49.02% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:15,108 : INFO : EPOCH 8 - PROGRESS: at 49.12% examples, 208638 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:16,136 : INFO : EPOCH 8 - PROGRESS: at 49.24% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:17,227 : INFO : EPOCH 8 - PROGRESS: at 49.36% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:18,231 : INFO : EPOCH 8 - PROGRESS: at 49.49% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:19,240 : INFO : EPOCH 8 - PROGRESS: at 49.58% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:20,248 : INFO : EPOCH 8 - PROGRESS: at 49.70% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:21,254 : INFO : EPOCH 8 - PROGRESS: at 49.80% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:22,302 : INFO : EPOCH 8 - PROGRESS: at 49.92% examples, 208645 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:01:23,325 : INFO : EPOCH 8 - PROGRESS: at 50.02% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:24,363 : INFO : EPOCH 8 - PROGRESS: at 50.15% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:25,396 : INFO : EPOCH 8 - PROGRESS: at 50.27% examples, 208660 words/s, in_qsize 7, out_qsize 1
2020-07-17 02:01:26,404 : INFO : EPOCH 8 - PROGRESS: at 50.38% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:27,451 : INFO : EPOCH 8 - PROGRESS: at 50.48% examples, 208651 words/s, in_qsize 7, out_qsize 2
2020-07-17 02:01:28,487 : INFO : EPOCH 8 - PROGRESS: at 50.59% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:29,499 : INFO : EPOCH 8 - PROGRESS: at 50.70% examples, 208676 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:30,531 : INFO : EPOCH 8 - PROGRESS: at 50.79% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:31,643 : INFO : EPOCH 8 - PROGRESS: at 50.92% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:32,659 : INFO : EPOCH 8 - PROGRESS: at 51.04% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:33,707 : INFO : EPOCH 8 - PROGRESS: at 51.15% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:34,760 : INFO : EPOCH 8 - PROGRESS: at 51.25% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:35,775 : INFO : EPOCH 8 - PROGRESS: at 51.36% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:36,805 : INFO : EPOCH 8 - PROGRESS: at 51.46% examples, 208686 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:37,866 : INFO : EPOCH 8 - PROGRESS: at 51.58% examples, 208672 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:38,876 : INFO : EPOCH 8 - PROGRESS: at 51.70% examples, 208689 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:01:39,878 : INFO : EPOCH 8 - PROGRESS: at 51.79% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:40,904 : INFO : EPOCH 8 - PROGRESS: at 51.90% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:41,926 : INFO : EPOCH 8 - PROGRESS: at 52.01% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:42,959 : INFO : EPOCH 8 - PROGRESS: at 52.13% examples, 208695 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:01:44,027 : INFO : EPOCH 8 - PROGRESS: at 52.25% examples, 208676 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:45,065 : INFO : EPOCH 8 - PROGRESS: at 52.39% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:46,117 : INFO : EPOCH 8 - PROGRESS: at 52.52% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:47,136 : INFO : EPOCH 8 - PROGRESS: at 52.64% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:48,214 : INFO : EPOCH 8 - PROGRESS: at 52.77% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:49,259 : INFO : EPOCH 8 - PROGRESS: at 52.89% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:50,296 : INFO : EPOCH 8 - PROGRESS: at 53.00% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:51,309 : INFO : EPOCH 8 - PROGRESS: at 53.10% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:52,332 : INFO : EPOCH 8 - PROGRESS: at 53.22% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:53,334 : INFO : EPOCH 8 - PROGRESS: at 53.33% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:54,352 : INFO : EPOCH 8 - PROGRESS: at 53.45% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:55,368 : INFO : EPOCH 8 - PROGRESS: at 53.58% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:56,409 : INFO : EPOCH 8 - PROGRESS: at 53.70% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:57,415 : INFO : EPOCH 8 - PROGRESS: at 53.81% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:58,425 : INFO : EPOCH 8 - PROGRESS: at 53.93% examples, 208716 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:01:59,500 : INFO : EPOCH 8 - PROGRESS: at 54.04% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:00,530 : INFO : EPOCH 8 - PROGRESS: at 54.15% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:01,552 : INFO : EPOCH 8 - PROGRESS: at 54.27% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:02,570 : INFO : EPOCH 8 - PROGRESS: at 54.39% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:03,598 : INFO : EPOCH 8 - PROGRESS: at 54.49% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:04,621 : INFO : EPOCH 8 - PROGRESS: at 54.61% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:05,628 : INFO : EPOCH 8 - PROGRESS: at 54.72% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:06,701 : INFO : EPOCH 8 - PROGRESS: at 54.84% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:07,716 : INFO : EPOCH 8 - PROGRESS: at 54.95% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:08,719 : INFO : EPOCH 8 - PROGRESS: at 55.06% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:09,741 : INFO : EPOCH 8 - PROGRESS: at 55.17% examples, 208722 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:10,793 : INFO : EPOCH 8 - PROGRESS: at 55.27% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:11,810 : INFO : EPOCH 8 - PROGRESS: at 55.38% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:12,832 : INFO : EPOCH 8 - PROGRESS: at 55.49% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:13,839 : INFO : EPOCH 8 - PROGRESS: at 55.59% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:14,887 : INFO : EPOCH 8 - PROGRESS: at 55.72% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:15,908 : INFO : EPOCH 8 - PROGRESS: at 55.82% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:16,917 : INFO : EPOCH 8 - PROGRESS: at 55.95% examples, 208723 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:17,978 : INFO : EPOCH 8 - PROGRESS: at 56.07% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:19,036 : INFO : EPOCH 8 - PROGRESS: at 56.19% examples, 208723 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:20,077 : INFO : EPOCH 8 - PROGRESS: at 56.31% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:21,111 : INFO : EPOCH 8 - PROGRESS: at 56.41% examples, 208712 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:22,138 : INFO : EPOCH 8 - PROGRESS: at 56.52% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:23,146 : INFO : EPOCH 8 - PROGRESS: at 56.64% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:24,180 : INFO : EPOCH 8 - PROGRESS: at 56.75% examples, 208722 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:25,198 : INFO : EPOCH 8 - PROGRESS: at 56.87% examples, 208718 words/s, in_qsize 8, out_qsize 2
2020-07-17 02:02:26,234 : INFO : EPOCH 8 - PROGRESS: at 56.98% examples, 208724 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:27,240 : INFO : EPOCH 8 - PROGRESS: at 57.13% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:28,251 : INFO : EPOCH 8 - PROGRESS: at 57.22% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:29,253 : INFO : EPOCH 8 - PROGRESS: at 57.34% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:30,268 : INFO : EPOCH 8 - PROGRESS: at 57.44% examples, 208726 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:02:31,358 : INFO : EPOCH 8 - PROGRESS: at 57.54% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:32,399 : INFO : EPOCH 8 - PROGRESS: at 57.67% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:33,458 : INFO : EPOCH 8 - PROGRESS: at 57.78% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:34,523 : INFO : EPOCH 8 - PROGRESS: at 57.89% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:35,573 : INFO : EPOCH 8 - PROGRESS: at 58.00% examples, 208723 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:36,586 : INFO : EPOCH 8 - PROGRESS: at 58.11% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:37,613 : INFO : EPOCH 8 - PROGRESS: at 58.22% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:38,652 : INFO : EPOCH 8 - PROGRESS: at 58.35% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:39,663 : INFO : EPOCH 8 - PROGRESS: at 58.48% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:40,677 : INFO : EPOCH 8 - PROGRESS: at 58.61% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:41,716 : INFO : EPOCH 8 - PROGRESS: at 58.71% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:42,797 : INFO : EPOCH 8 - PROGRESS: at 58.82% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:43,867 : INFO : EPOCH 8 - PROGRESS: at 58.94% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:44,921 : INFO : EPOCH 8 - PROGRESS: at 59.06% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:45,927 : INFO : EPOCH 8 - PROGRESS: at 59.16% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:46,961 : INFO : EPOCH 8 - PROGRESS: at 59.27% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:48,011 : INFO : EPOCH 8 - PROGRESS: at 59.39% examples, 208736 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:49,036 : INFO : EPOCH 8 - PROGRESS: at 59.51% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:50,050 : INFO : EPOCH 8 - PROGRESS: at 59.63% examples, 208751 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:51,086 : INFO : EPOCH 8 - PROGRESS: at 59.75% examples, 208752 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:52,142 : INFO : EPOCH 8 - PROGRESS: at 59.86% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:53,187 : INFO : EPOCH 8 - PROGRESS: at 59.98% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:54,199 : INFO : EPOCH 8 - PROGRESS: at 60.09% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:55,298 : INFO : EPOCH 8 - PROGRESS: at 60.21% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:56,322 : INFO : EPOCH 8 - PROGRESS: at 60.31% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:57,377 : INFO : EPOCH 8 - PROGRESS: at 60.43% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:58,414 : INFO : EPOCH 8 - PROGRESS: at 60.52% examples, 208590 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:02:59,435 : INFO : EPOCH 8 - PROGRESS: at 60.64% examples, 208555 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:00,444 : INFO : EPOCH 8 - PROGRESS: at 60.76% examples, 208553 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:01,446 : INFO : EPOCH 8 - PROGRESS: at 60.88% examples, 208560 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:02,453 : INFO : EPOCH 8 - PROGRESS: at 61.02% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:03,468 : INFO : EPOCH 8 - PROGRESS: at 61.13% examples, 208550 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:04,496 : INFO : EPOCH 8 - PROGRESS: at 61.24% examples, 208554 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:05,510 : INFO : EPOCH 8 - PROGRESS: at 61.36% examples, 208563 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:06,563 : INFO : EPOCH 8 - PROGRESS: at 61.46% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:07,600 : INFO : EPOCH 8 - PROGRESS: at 61.57% examples, 208565 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:08,621 : INFO : EPOCH 8 - PROGRESS: at 61.70% examples, 208556 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:09,694 : INFO : EPOCH 8 - PROGRESS: at 61.84% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:10,722 : INFO : EPOCH 8 - PROGRESS: at 61.97% examples, 208571 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:11,746 : INFO : EPOCH 8 - PROGRESS: at 62.10% examples, 208568 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:12,771 : INFO : EPOCH 8 - PROGRESS: at 62.20% examples, 208564 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:13,821 : INFO : EPOCH 8 - PROGRESS: at 62.32% examples, 208559 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:14,842 : INFO : EPOCH 8 - PROGRESS: at 62.44% examples, 208568 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:15,850 : INFO : EPOCH 8 - PROGRESS: at 62.56% examples, 208559 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:16,860 : INFO : EPOCH 8 - PROGRESS: at 62.69% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:17,892 : INFO : EPOCH 8 - PROGRESS: at 62.81% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:18,913 : INFO : EPOCH 8 - PROGRESS: at 62.93% examples, 208557 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:19,923 : INFO : EPOCH 8 - PROGRESS: at 63.06% examples, 208570 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:20,949 : INFO : EPOCH 8 - PROGRESS: at 63.16% examples, 208562 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:21,961 : INFO : EPOCH 8 - PROGRESS: at 63.27% examples, 208569 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:22,966 : INFO : EPOCH 8 - PROGRESS: at 63.38% examples, 208583 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:24,000 : INFO : EPOCH 8 - PROGRESS: at 63.49% examples, 208575 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:25,028 : INFO : EPOCH 8 - PROGRESS: at 63.60% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:26,062 : INFO : EPOCH 8 - PROGRESS: at 63.70% examples, 208575 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:27,063 : INFO : EPOCH 8 - PROGRESS: at 63.81% examples, 208574 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:28,152 : INFO : EPOCH 8 - PROGRESS: at 63.93% examples, 208569 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:29,162 : INFO : EPOCH 8 - PROGRESS: at 64.04% examples, 208580 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:30,169 : INFO : EPOCH 8 - PROGRESS: at 64.15% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:31,184 : INFO : EPOCH 8 - PROGRESS: at 64.24% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:32,211 : INFO : EPOCH 8 - PROGRESS: at 64.36% examples, 208573 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:33,214 : INFO : EPOCH 8 - PROGRESS: at 64.48% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:34,278 : INFO : EPOCH 8 - PROGRESS: at 64.58% examples, 208568 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:35,289 : INFO : EPOCH 8 - PROGRESS: at 64.69% examples, 208582 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:36,348 : INFO : EPOCH 8 - PROGRESS: at 64.82% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:37,374 : INFO : EPOCH 8 - PROGRESS: at 64.93% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:38,407 : INFO : EPOCH 8 - PROGRESS: at 65.05% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:39,409 : INFO : EPOCH 8 - PROGRESS: at 65.17% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:40,409 : INFO : EPOCH 8 - PROGRESS: at 65.29% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:41,444 : INFO : EPOCH 8 - PROGRESS: at 65.41% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:42,463 : INFO : EPOCH 8 - PROGRESS: at 65.52% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:43,477 : INFO : EPOCH 8 - PROGRESS: at 65.62% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:44,526 : INFO : EPOCH 8 - PROGRESS: at 65.75% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:45,542 : INFO : EPOCH 8 - PROGRESS: at 65.87% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:46,586 : INFO : EPOCH 8 - PROGRESS: at 65.98% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:47,654 : INFO : EPOCH 8 - PROGRESS: at 66.09% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:48,655 : INFO : EPOCH 8 - PROGRESS: at 66.21% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:49,675 : INFO : EPOCH 8 - PROGRESS: at 66.33% examples, 208604 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:50,684 : INFO : EPOCH 8 - PROGRESS: at 66.46% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:51,717 : INFO : EPOCH 8 - PROGRESS: at 66.57% examples, 208599 words/s, in_qsize 5, out_qsize 2
2020-07-17 02:03:52,751 : INFO : EPOCH 8 - PROGRESS: at 66.67% examples, 208601 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:53,812 : INFO : EPOCH 8 - PROGRESS: at 66.78% examples, 208606 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:54,816 : INFO : EPOCH 8 - PROGRESS: at 66.91% examples, 208609 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:55,841 : INFO : EPOCH 8 - PROGRESS: at 67.03% examples, 208610 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:56,846 : INFO : EPOCH 8 - PROGRESS: at 67.14% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:57,892 : INFO : EPOCH 8 - PROGRESS: at 67.26% examples, 208609 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:58,921 : INFO : EPOCH 8 - PROGRESS: at 67.39% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:03:59,997 : INFO : EPOCH 8 - PROGRESS: at 67.51% examples, 208608 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:01,004 : INFO : EPOCH 8 - PROGRESS: at 67.62% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:02,055 : INFO : EPOCH 8 - PROGRESS: at 67.74% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:03,058 : INFO : EPOCH 8 - PROGRESS: at 67.84% examples, 208614 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:04,122 : INFO : EPOCH 8 - PROGRESS: at 67.96% examples, 208609 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:05,140 : INFO : EPOCH 8 - PROGRESS: at 68.08% examples, 208614 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:06,151 : INFO : EPOCH 8 - PROGRESS: at 68.21% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:07,191 : INFO : EPOCH 8 - PROGRESS: at 68.33% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:08,193 : INFO : EPOCH 8 - PROGRESS: at 68.44% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:09,297 : INFO : EPOCH 8 - PROGRESS: at 68.55% examples, 208610 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:10,339 : INFO : EPOCH 8 - PROGRESS: at 68.67% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:11,341 : INFO : EPOCH 8 - PROGRESS: at 68.79% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:12,378 : INFO : EPOCH 8 - PROGRESS: at 68.90% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:13,401 : INFO : EPOCH 8 - PROGRESS: at 68.99% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:14,408 : INFO : EPOCH 8 - PROGRESS: at 69.11% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:15,420 : INFO : EPOCH 8 - PROGRESS: at 69.20% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:16,431 : INFO : EPOCH 8 - PROGRESS: at 69.32% examples, 208623 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:17,436 : INFO : EPOCH 8 - PROGRESS: at 69.44% examples, 208627 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:18,447 : INFO : EPOCH 8 - PROGRESS: at 69.57% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:19,462 : INFO : EPOCH 8 - PROGRESS: at 69.68% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:20,524 : INFO : EPOCH 8 - PROGRESS: at 69.80% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:21,555 : INFO : EPOCH 8 - PROGRESS: at 69.92% examples, 208642 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:22,604 : INFO : EPOCH 8 - PROGRESS: at 70.03% examples, 208627 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:23,650 : INFO : EPOCH 8 - PROGRESS: at 70.15% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:24,742 : INFO : EPOCH 8 - PROGRESS: at 70.27% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:25,752 : INFO : EPOCH 8 - PROGRESS: at 70.38% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:26,760 : INFO : EPOCH 8 - PROGRESS: at 70.50% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:27,762 : INFO : EPOCH 8 - PROGRESS: at 70.63% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:28,873 : INFO : EPOCH 8 - PROGRESS: at 70.75% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:29,873 : INFO : EPOCH 8 - PROGRESS: at 70.86% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:30,923 : INFO : EPOCH 8 - PROGRESS: at 70.98% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:31,962 : INFO : EPOCH 8 - PROGRESS: at 71.09% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:32,987 : INFO : EPOCH 8 - PROGRESS: at 71.22% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:33,993 : INFO : EPOCH 8 - PROGRESS: at 71.32% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:35,037 : INFO : EPOCH 8 - PROGRESS: at 71.41% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:36,055 : INFO : EPOCH 8 - PROGRESS: at 71.53% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:37,083 : INFO : EPOCH 8 - PROGRESS: at 71.66% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:38,174 : INFO : EPOCH 8 - PROGRESS: at 71.78% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:39,206 : INFO : EPOCH 8 - PROGRESS: at 71.89% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:40,239 : INFO : EPOCH 8 - PROGRESS: at 72.02% examples, 208644 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:41,246 : INFO : EPOCH 8 - PROGRESS: at 72.14% examples, 208662 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:42,287 : INFO : EPOCH 8 - PROGRESS: at 72.24% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:43,316 : INFO : EPOCH 8 - PROGRESS: at 72.37% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:44,391 : INFO : EPOCH 8 - PROGRESS: at 72.47% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:45,428 : INFO : EPOCH 8 - PROGRESS: at 72.59% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:46,439 : INFO : EPOCH 8 - PROGRESS: at 72.71% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:47,531 : INFO : EPOCH 8 - PROGRESS: at 72.84% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:48,542 : INFO : EPOCH 8 - PROGRESS: at 72.96% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:49,600 : INFO : EPOCH 8 - PROGRESS: at 73.10% examples, 208658 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:04:50,626 : INFO : EPOCH 8 - PROGRESS: at 73.22% examples, 208662 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:51,640 : INFO : EPOCH 8 - PROGRESS: at 73.33% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:52,640 : INFO : EPOCH 8 - PROGRESS: at 73.46% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:53,698 : INFO : EPOCH 8 - PROGRESS: at 73.58% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:54,709 : INFO : EPOCH 8 - PROGRESS: at 73.69% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:55,714 : INFO : EPOCH 8 - PROGRESS: at 73.79% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:56,717 : INFO : EPOCH 8 - PROGRESS: at 73.90% examples, 208676 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:57,762 : INFO : EPOCH 8 - PROGRESS: at 74.02% examples, 208672 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:58,806 : INFO : EPOCH 8 - PROGRESS: at 74.13% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:04:59,830 : INFO : EPOCH 8 - PROGRESS: at 74.24% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:00,863 : INFO : EPOCH 8 - PROGRESS: at 74.36% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:01,867 : INFO : EPOCH 8 - PROGRESS: at 74.47% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:02,922 : INFO : EPOCH 8 - PROGRESS: at 74.60% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:03,943 : INFO : EPOCH 8 - PROGRESS: at 74.72% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:04,961 : INFO : EPOCH 8 - PROGRESS: at 74.82% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:06,002 : INFO : EPOCH 8 - PROGRESS: at 74.95% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:07,051 : INFO : EPOCH 8 - PROGRESS: at 75.07% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:08,088 : INFO : EPOCH 8 - PROGRESS: at 75.17% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:09,116 : INFO : EPOCH 8 - PROGRESS: at 75.29% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:10,117 : INFO : EPOCH 8 - PROGRESS: at 75.40% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:11,154 : INFO : EPOCH 8 - PROGRESS: at 75.53% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:12,160 : INFO : EPOCH 8 - PROGRESS: at 75.63% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:13,169 : INFO : EPOCH 8 - PROGRESS: at 75.76% examples, 208681 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:14,171 : INFO : EPOCH 8 - PROGRESS: at 75.86% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:15,225 : INFO : EPOCH 8 - PROGRESS: at 75.99% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:16,283 : INFO : EPOCH 8 - PROGRESS: at 76.12% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:17,292 : INFO : EPOCH 8 - PROGRESS: at 76.22% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:18,330 : INFO : EPOCH 8 - PROGRESS: at 76.34% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:19,366 : INFO : EPOCH 8 - PROGRESS: at 76.48% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:20,453 : INFO : EPOCH 8 - PROGRESS: at 76.58% examples, 208672 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:21,480 : INFO : EPOCH 8 - PROGRESS: at 76.70% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:22,505 : INFO : EPOCH 8 - PROGRESS: at 76.82% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:23,517 : INFO : EPOCH 8 - PROGRESS: at 76.93% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:24,537 : INFO : EPOCH 8 - PROGRESS: at 77.03% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:25,578 : INFO : EPOCH 8 - PROGRESS: at 77.15% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:26,635 : INFO : EPOCH 8 - PROGRESS: at 77.25% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:27,694 : INFO : EPOCH 8 - PROGRESS: at 77.37% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:28,731 : INFO : EPOCH 8 - PROGRESS: at 77.48% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:29,753 : INFO : EPOCH 8 - PROGRESS: at 77.59% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:30,754 : INFO : EPOCH 8 - PROGRESS: at 77.70% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:31,787 : INFO : EPOCH 8 - PROGRESS: at 77.80% examples, 208693 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:32,831 : INFO : EPOCH 8 - PROGRESS: at 77.92% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:33,877 : INFO : EPOCH 8 - PROGRESS: at 78.06% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:34,937 : INFO : EPOCH 8 - PROGRESS: at 78.19% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:35,968 : INFO : EPOCH 8 - PROGRESS: at 78.30% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:36,977 : INFO : EPOCH 8 - PROGRESS: at 78.42% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:38,014 : INFO : EPOCH 8 - PROGRESS: at 78.54% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:39,043 : INFO : EPOCH 8 - PROGRESS: at 78.67% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:40,047 : INFO : EPOCH 8 - PROGRESS: at 78.78% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:41,071 : INFO : EPOCH 8 - PROGRESS: at 78.90% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:42,075 : INFO : EPOCH 8 - PROGRESS: at 79.02% examples, 208703 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:05:43,081 : INFO : EPOCH 8 - PROGRESS: at 79.16% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:44,132 : INFO : EPOCH 8 - PROGRESS: at 79.28% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:45,169 : INFO : EPOCH 8 - PROGRESS: at 79.38% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:46,177 : INFO : EPOCH 8 - PROGRESS: at 79.50% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:47,177 : INFO : EPOCH 8 - PROGRESS: at 79.61% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:48,190 : INFO : EPOCH 8 - PROGRESS: at 79.73% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:49,221 : INFO : EPOCH 8 - PROGRESS: at 79.84% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:50,225 : INFO : EPOCH 8 - PROGRESS: at 79.97% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:51,236 : INFO : EPOCH 8 - PROGRESS: at 80.07% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:52,319 : INFO : EPOCH 8 - PROGRESS: at 80.18% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:53,365 : INFO : EPOCH 8 - PROGRESS: at 80.29% examples, 208712 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:54,419 : INFO : EPOCH 8 - PROGRESS: at 80.40% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:55,441 : INFO : EPOCH 8 - PROGRESS: at 80.51% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:56,456 : INFO : EPOCH 8 - PROGRESS: at 80.64% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:57,499 : INFO : EPOCH 8 - PROGRESS: at 80.74% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:58,527 : INFO : EPOCH 8 - PROGRESS: at 80.86% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:05:59,579 : INFO : EPOCH 8 - PROGRESS: at 80.98% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:00,597 : INFO : EPOCH 8 - PROGRESS: at 81.09% examples, 208722 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:01,600 : INFO : EPOCH 8 - PROGRESS: at 81.20% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:02,602 : INFO : EPOCH 8 - PROGRESS: at 81.32% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:03,614 : INFO : EPOCH 8 - PROGRESS: at 81.44% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:04,636 : INFO : EPOCH 8 - PROGRESS: at 81.55% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:05,665 : INFO : EPOCH 8 - PROGRESS: at 81.66% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:06,672 : INFO : EPOCH 8 - PROGRESS: at 81.76% examples, 208722 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:07,747 : INFO : EPOCH 8 - PROGRESS: at 81.87% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:08,828 : INFO : EPOCH 8 - PROGRESS: at 82.01% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:09,884 : INFO : EPOCH 8 - PROGRESS: at 82.15% examples, 208723 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:10,906 : INFO : EPOCH 8 - PROGRESS: at 82.26% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:11,910 : INFO : EPOCH 8 - PROGRESS: at 82.38% examples, 208722 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:12,915 : INFO : EPOCH 8 - PROGRESS: at 82.49% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:13,923 : INFO : EPOCH 8 - PROGRESS: at 82.63% examples, 208732 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:14,949 : INFO : EPOCH 8 - PROGRESS: at 82.75% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:15,971 : INFO : EPOCH 8 - PROGRESS: at 82.87% examples, 208736 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:17,010 : INFO : EPOCH 8 - PROGRESS: at 82.96% examples, 208722 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:18,060 : INFO : EPOCH 8 - PROGRESS: at 83.07% examples, 208726 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:19,077 : INFO : EPOCH 8 - PROGRESS: at 83.19% examples, 208725 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:06:20,108 : INFO : EPOCH 8 - PROGRESS: at 83.30% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:21,132 : INFO : EPOCH 8 - PROGRESS: at 83.40% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:22,150 : INFO : EPOCH 8 - PROGRESS: at 83.52% examples, 208734 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:06:23,158 : INFO : EPOCH 8 - PROGRESS: at 83.64% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:24,229 : INFO : EPOCH 8 - PROGRESS: at 83.78% examples, 208724 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:25,269 : INFO : EPOCH 8 - PROGRESS: at 83.88% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:26,311 : INFO : EPOCH 8 - PROGRESS: at 83.99% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:27,316 : INFO : EPOCH 8 - PROGRESS: at 84.11% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:28,343 : INFO : EPOCH 8 - PROGRESS: at 84.20% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:29,363 : INFO : EPOCH 8 - PROGRESS: at 84.32% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:30,370 : INFO : EPOCH 8 - PROGRESS: at 84.43% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:31,404 : INFO : EPOCH 8 - PROGRESS: at 84.54% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:32,463 : INFO : EPOCH 8 - PROGRESS: at 84.67% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:33,483 : INFO : EPOCH 8 - PROGRESS: at 84.78% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:34,514 : INFO : EPOCH 8 - PROGRESS: at 84.89% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:35,561 : INFO : EPOCH 8 - PROGRESS: at 85.00% examples, 208736 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:36,602 : INFO : EPOCH 8 - PROGRESS: at 85.12% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:37,676 : INFO : EPOCH 8 - PROGRESS: at 85.22% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:38,755 : INFO : EPOCH 8 - PROGRESS: at 85.35% examples, 208732 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:39,767 : INFO : EPOCH 8 - PROGRESS: at 85.48% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:40,777 : INFO : EPOCH 8 - PROGRESS: at 85.60% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:41,800 : INFO : EPOCH 8 - PROGRESS: at 85.72% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:42,819 : INFO : EPOCH 8 - PROGRESS: at 85.84% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:43,838 : INFO : EPOCH 8 - PROGRESS: at 85.96% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:44,849 : INFO : EPOCH 8 - PROGRESS: at 86.09% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:45,854 : INFO : EPOCH 8 - PROGRESS: at 86.18% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:46,857 : INFO : EPOCH 8 - PROGRESS: at 86.28% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:47,870 : INFO : EPOCH 8 - PROGRESS: at 86.38% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:48,898 : INFO : EPOCH 8 - PROGRESS: at 86.49% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:49,898 : INFO : EPOCH 8 - PROGRESS: at 86.59% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:50,976 : INFO : EPOCH 8 - PROGRESS: at 86.72% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:52,026 : INFO : EPOCH 8 - PROGRESS: at 86.83% examples, 208737 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:06:53,032 : INFO : EPOCH 8 - PROGRESS: at 86.94% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:54,055 : INFO : EPOCH 8 - PROGRESS: at 87.05% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:55,111 : INFO : EPOCH 8 - PROGRESS: at 87.17% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:56,112 : INFO : EPOCH 8 - PROGRESS: at 87.27% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:57,131 : INFO : EPOCH 8 - PROGRESS: at 87.38% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:58,145 : INFO : EPOCH 8 - PROGRESS: at 87.50% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:06:59,191 : INFO : EPOCH 8 - PROGRESS: at 87.63% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:00,218 : INFO : EPOCH 8 - PROGRESS: at 87.72% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:01,222 : INFO : EPOCH 8 - PROGRESS: at 87.81% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:02,272 : INFO : EPOCH 8 - PROGRESS: at 87.94% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:03,301 : INFO : EPOCH 8 - PROGRESS: at 88.06% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:04,306 : INFO : EPOCH 8 - PROGRESS: at 88.19% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:05,337 : INFO : EPOCH 8 - PROGRESS: at 88.30% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:06,367 : INFO : EPOCH 8 - PROGRESS: at 88.41% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:07,408 : INFO : EPOCH 8 - PROGRESS: at 88.54% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:08,454 : INFO : EPOCH 8 - PROGRESS: at 88.66% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:09,459 : INFO : EPOCH 8 - PROGRESS: at 88.76% examples, 208741 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:07:10,479 : INFO : EPOCH 8 - PROGRESS: at 88.88% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:11,494 : INFO : EPOCH 8 - PROGRESS: at 88.99% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:12,494 : INFO : EPOCH 8 - PROGRESS: at 89.12% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:13,531 : INFO : EPOCH 8 - PROGRESS: at 89.21% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:14,568 : INFO : EPOCH 8 - PROGRESS: at 89.32% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:15,603 : INFO : EPOCH 8 - PROGRESS: at 89.45% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:16,626 : INFO : EPOCH 8 - PROGRESS: at 89.56% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:17,645 : INFO : EPOCH 8 - PROGRESS: at 89.65% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:18,657 : INFO : EPOCH 8 - PROGRESS: at 89.77% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:19,674 : INFO : EPOCH 8 - PROGRESS: at 89.87% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:20,709 : INFO : EPOCH 8 - PROGRESS: at 89.99% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:21,767 : INFO : EPOCH 8 - PROGRESS: at 90.08% examples, 208749 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:07:22,775 : INFO : EPOCH 8 - PROGRESS: at 90.22% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:23,809 : INFO : EPOCH 8 - PROGRESS: at 90.32% examples, 208751 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:24,811 : INFO : EPOCH 8 - PROGRESS: at 90.43% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:25,887 : INFO : EPOCH 8 - PROGRESS: at 90.55% examples, 208726 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:26,934 : INFO : EPOCH 8 - PROGRESS: at 90.67% examples, 208716 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:07:28,003 : INFO : EPOCH 8 - PROGRESS: at 90.77% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:29,111 : INFO : EPOCH 8 - PROGRESS: at 90.89% examples, 208641 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:07:30,123 : INFO : EPOCH 8 - PROGRESS: at 90.98% examples, 208620 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:31,156 : INFO : EPOCH 8 - PROGRESS: at 91.09% examples, 208620 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:32,169 : INFO : EPOCH 8 - PROGRESS: at 91.19% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:33,175 : INFO : EPOCH 8 - PROGRESS: at 91.32% examples, 208626 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:34,184 : INFO : EPOCH 8 - PROGRESS: at 91.43% examples, 208620 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:35,187 : INFO : EPOCH 8 - PROGRESS: at 91.52% examples, 208616 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:36,237 : INFO : EPOCH 8 - PROGRESS: at 91.65% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:37,251 : INFO : EPOCH 8 - PROGRESS: at 91.75% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:38,254 : INFO : EPOCH 8 - PROGRESS: at 91.85% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:39,262 : INFO : EPOCH 8 - PROGRESS: at 91.96% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:40,266 : INFO : EPOCH 8 - PROGRESS: at 92.09% examples, 208623 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:41,286 : INFO : EPOCH 8 - PROGRESS: at 92.22% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:42,315 : INFO : EPOCH 8 - PROGRESS: at 92.33% examples, 208622 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:07:43,325 : INFO : EPOCH 8 - PROGRESS: at 92.43% examples, 208627 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:44,341 : INFO : EPOCH 8 - PROGRESS: at 92.54% examples, 208623 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:45,354 : INFO : EPOCH 8 - PROGRESS: at 92.66% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:46,361 : INFO : EPOCH 8 - PROGRESS: at 92.77% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:47,440 : INFO : EPOCH 8 - PROGRESS: at 92.87% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:48,481 : INFO : EPOCH 8 - PROGRESS: at 92.98% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:49,499 : INFO : EPOCH 8 - PROGRESS: at 93.10% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:50,529 : INFO : EPOCH 8 - PROGRESS: at 93.21% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:51,532 : INFO : EPOCH 8 - PROGRESS: at 93.32% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:52,545 : INFO : EPOCH 8 - PROGRESS: at 93.44% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:53,586 : INFO : EPOCH 8 - PROGRESS: at 93.56% examples, 208626 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:54,601 : INFO : EPOCH 8 - PROGRESS: at 93.67% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:55,702 : INFO : EPOCH 8 - PROGRESS: at 93.77% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:56,731 : INFO : EPOCH 8 - PROGRESS: at 93.89% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:57,801 : INFO : EPOCH 8 - PROGRESS: at 94.02% examples, 208626 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:58,811 : INFO : EPOCH 8 - PROGRESS: at 94.16% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:07:59,812 : INFO : EPOCH 8 - PROGRESS: at 94.27% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:00,861 : INFO : EPOCH 8 - PROGRESS: at 94.39% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:01,869 : INFO : EPOCH 8 - PROGRESS: at 94.50% examples, 208633 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:02,907 : INFO : EPOCH 8 - PROGRESS: at 94.61% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:03,921 : INFO : EPOCH 8 - PROGRESS: at 94.73% examples, 208639 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:04,940 : INFO : EPOCH 8 - PROGRESS: at 94.84% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:05,970 : INFO : EPOCH 8 - PROGRESS: at 94.94% examples, 208636 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:08:07,000 : INFO : EPOCH 8 - PROGRESS: at 95.04% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:08,068 : INFO : EPOCH 8 - PROGRESS: at 95.17% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:09,088 : INFO : EPOCH 8 - PROGRESS: at 95.26% examples, 208642 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:10,130 : INFO : EPOCH 8 - PROGRESS: at 95.37% examples, 208638 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:08:11,169 : INFO : EPOCH 8 - PROGRESS: at 95.50% examples, 208641 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:08:12,249 : INFO : EPOCH 8 - PROGRESS: at 95.63% examples, 208642 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:13,278 : INFO : EPOCH 8 - PROGRESS: at 95.74% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:14,280 : INFO : EPOCH 8 - PROGRESS: at 95.87% examples, 208649 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:08:15,326 : INFO : EPOCH 8 - PROGRESS: at 95.97% examples, 208639 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:08:16,378 : INFO : EPOCH 8 - PROGRESS: at 96.09% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:17,407 : INFO : EPOCH 8 - PROGRESS: at 96.21% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:18,452 : INFO : EPOCH 8 - PROGRESS: at 96.33% examples, 208646 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:19,453 : INFO : EPOCH 8 - PROGRESS: at 96.45% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:20,470 : INFO : EPOCH 8 - PROGRESS: at 96.56% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:21,484 : INFO : EPOCH 8 - PROGRESS: at 96.68% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:22,495 : INFO : EPOCH 8 - PROGRESS: at 96.79% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:23,594 : INFO : EPOCH 8 - PROGRESS: at 96.90% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:24,605 : INFO : EPOCH 8 - PROGRESS: at 97.02% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:25,625 : INFO : EPOCH 8 - PROGRESS: at 97.14% examples, 208662 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:26,639 : INFO : EPOCH 8 - PROGRESS: at 97.25% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:27,703 : INFO : EPOCH 8 - PROGRESS: at 97.37% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:28,754 : INFO : EPOCH 8 - PROGRESS: at 97.48% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:29,769 : INFO : EPOCH 8 - PROGRESS: at 97.63% examples, 208656 words/s, in_qsize 7, out_qsize 1
2020-07-17 02:08:30,792 : INFO : EPOCH 8 - PROGRESS: at 97.75% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:31,806 : INFO : EPOCH 8 - PROGRESS: at 97.84% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:32,836 : INFO : EPOCH 8 - PROGRESS: at 97.95% examples, 208660 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:08:33,929 : INFO : EPOCH 8 - PROGRESS: at 98.08% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:35,019 : INFO : EPOCH 8 - PROGRESS: at 98.20% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:36,029 : INFO : EPOCH 8 - PROGRESS: at 98.30% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:37,084 : INFO : EPOCH 8 - PROGRESS: at 98.41% examples, 208662 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:38,092 : INFO : EPOCH 8 - PROGRESS: at 98.52% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:39,098 : INFO : EPOCH 8 - PROGRESS: at 98.64% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:40,119 : INFO : EPOCH 8 - PROGRESS: at 98.76% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:41,134 : INFO : EPOCH 8 - PROGRESS: at 98.86% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:42,147 : INFO : EPOCH 8 - PROGRESS: at 98.96% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:43,156 : INFO : EPOCH 8 - PROGRESS: at 99.08% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:44,180 : INFO : EPOCH 8 - PROGRESS: at 99.20% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:45,252 : INFO : EPOCH 8 - PROGRESS: at 99.31% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:46,271 : INFO : EPOCH 8 - PROGRESS: at 99.43% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:47,339 : INFO : EPOCH 8 - PROGRESS: at 99.53% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:48,347 : INFO : EPOCH 8 - PROGRESS: at 99.63% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:49,357 : INFO : EPOCH 8 - PROGRESS: at 99.73% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:50,390 : INFO : EPOCH 8 - PROGRESS: at 99.85% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:51,407 : INFO : EPOCH 8 - PROGRESS: at 99.97% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:51,663 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 02:08:51,680 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 02:08:51,697 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 02:08:51,730 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 02:08:51,731 : INFO : EPOCH - 8 : training on 248038538 raw words (187740317 effective words) took 899.7s, 208676 effective words/s
2020-07-17 02:08:52,766 : INFO : EPOCH 9 - PROGRESS: at 0.11% examples, 195757 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:53,798 : INFO : EPOCH 9 - PROGRESS: at 0.22% examples, 201757 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:54,815 : INFO : EPOCH 9 - PROGRESS: at 0.33% examples, 204973 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:55,840 : INFO : EPOCH 9 - PROGRESS: at 0.43% examples, 204339 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:56,893 : INFO : EPOCH 9 - PROGRESS: at 0.55% examples, 205996 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:57,904 : INFO : EPOCH 9 - PROGRESS: at 0.65% examples, 206333 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:58,904 : INFO : EPOCH 9 - PROGRESS: at 0.75% examples, 207140 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:08:59,924 : INFO : EPOCH 9 - PROGRESS: at 0.86% examples, 207564 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:00,931 : INFO : EPOCH 9 - PROGRESS: at 0.97% examples, 207094 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:09:01,958 : INFO : EPOCH 9 - PROGRESS: at 1.10% examples, 207000 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:09:03,007 : INFO : EPOCH 9 - PROGRESS: at 1.21% examples, 207535 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:04,039 : INFO : EPOCH 9 - PROGRESS: at 1.33% examples, 207526 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:05,064 : INFO : EPOCH 9 - PROGRESS: at 1.43% examples, 207810 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:06,087 : INFO : EPOCH 9 - PROGRESS: at 1.56% examples, 207672 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:07,146 : INFO : EPOCH 9 - PROGRESS: at 1.66% examples, 207683 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:08,149 : INFO : EPOCH 9 - PROGRESS: at 1.79% examples, 208214 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:09,161 : INFO : EPOCH 9 - PROGRESS: at 1.89% examples, 207852 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:10,163 : INFO : EPOCH 9 - PROGRESS: at 1.99% examples, 208187 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:11,164 : INFO : EPOCH 9 - PROGRESS: at 2.11% examples, 208612 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:12,205 : INFO : EPOCH 9 - PROGRESS: at 2.22% examples, 208072 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:13,233 : INFO : EPOCH 9 - PROGRESS: at 2.32% examples, 207960 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:14,275 : INFO : EPOCH 9 - PROGRESS: at 2.44% examples, 208206 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:15,342 : INFO : EPOCH 9 - PROGRESS: at 2.57% examples, 207937 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:16,367 : INFO : EPOCH 9 - PROGRESS: at 2.68% examples, 208159 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:17,392 : INFO : EPOCH 9 - PROGRESS: at 2.79% examples, 208152 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:18,394 : INFO : EPOCH 9 - PROGRESS: at 2.90% examples, 208187 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:09:19,396 : INFO : EPOCH 9 - PROGRESS: at 3.01% examples, 208297 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:20,401 : INFO : EPOCH 9 - PROGRESS: at 3.12% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:21,403 : INFO : EPOCH 9 - PROGRESS: at 3.23% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:22,489 : INFO : EPOCH 9 - PROGRESS: at 3.35% examples, 208239 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:23,494 : INFO : EPOCH 9 - PROGRESS: at 3.46% examples, 208311 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:24,517 : INFO : EPOCH 9 - PROGRESS: at 3.60% examples, 208458 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:25,531 : INFO : EPOCH 9 - PROGRESS: at 3.70% examples, 208371 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:26,531 : INFO : EPOCH 9 - PROGRESS: at 3.79% examples, 208429 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:27,543 : INFO : EPOCH 9 - PROGRESS: at 3.91% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:28,561 : INFO : EPOCH 9 - PROGRESS: at 4.02% examples, 208528 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:29,636 : INFO : EPOCH 9 - PROGRESS: at 4.14% examples, 208354 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:30,709 : INFO : EPOCH 9 - PROGRESS: at 4.26% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:31,710 : INFO : EPOCH 9 - PROGRESS: at 4.38% examples, 208396 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:32,726 : INFO : EPOCH 9 - PROGRESS: at 4.48% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:33,764 : INFO : EPOCH 9 - PROGRESS: at 4.60% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:34,829 : INFO : EPOCH 9 - PROGRESS: at 4.72% examples, 208553 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:35,844 : INFO : EPOCH 9 - PROGRESS: at 4.83% examples, 208414 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:36,906 : INFO : EPOCH 9 - PROGRESS: at 4.95% examples, 208493 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:37,909 : INFO : EPOCH 9 - PROGRESS: at 5.07% examples, 208613 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:38,985 : INFO : EPOCH 9 - PROGRESS: at 5.18% examples, 208466 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:40,028 : INFO : EPOCH 9 - PROGRESS: at 5.32% examples, 208582 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:41,031 : INFO : EPOCH 9 - PROGRESS: at 5.43% examples, 208583 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:42,069 : INFO : EPOCH 9 - PROGRESS: at 5.56% examples, 208536 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:43,149 : INFO : EPOCH 9 - PROGRESS: at 5.68% examples, 208506 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:44,155 : INFO : EPOCH 9 - PROGRESS: at 5.80% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:45,189 : INFO : EPOCH 9 - PROGRESS: at 5.92% examples, 208598 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:46,204 : INFO : EPOCH 9 - PROGRESS: at 6.04% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:47,217 : INFO : EPOCH 9 - PROGRESS: at 6.14% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:48,237 : INFO : EPOCH 9 - PROGRESS: at 6.25% examples, 208726 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:49,303 : INFO : EPOCH 9 - PROGRESS: at 6.35% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:50,314 : INFO : EPOCH 9 - PROGRESS: at 6.46% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:51,338 : INFO : EPOCH 9 - PROGRESS: at 6.58% examples, 208626 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:52,352 : INFO : EPOCH 9 - PROGRESS: at 6.69% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:53,370 : INFO : EPOCH 9 - PROGRESS: at 6.82% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:54,388 : INFO : EPOCH 9 - PROGRESS: at 6.92% examples, 208627 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:09:55,400 : INFO : EPOCH 9 - PROGRESS: at 7.03% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:56,408 : INFO : EPOCH 9 - PROGRESS: at 7.15% examples, 208610 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:57,451 : INFO : EPOCH 9 - PROGRESS: at 7.28% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:58,453 : INFO : EPOCH 9 - PROGRESS: at 7.39% examples, 208642 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:09:59,460 : INFO : EPOCH 9 - PROGRESS: at 7.50% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:00,481 : INFO : EPOCH 9 - PROGRESS: at 7.61% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:01,555 : INFO : EPOCH 9 - PROGRESS: at 7.72% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:02,571 : INFO : EPOCH 9 - PROGRESS: at 7.83% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:03,647 : INFO : EPOCH 9 - PROGRESS: at 7.95% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:04,688 : INFO : EPOCH 9 - PROGRESS: at 8.08% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:05,750 : INFO : EPOCH 9 - PROGRESS: at 8.19% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:06,765 : INFO : EPOCH 9 - PROGRESS: at 8.31% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:07,770 : INFO : EPOCH 9 - PROGRESS: at 8.40% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:08,781 : INFO : EPOCH 9 - PROGRESS: at 8.51% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:09,803 : INFO : EPOCH 9 - PROGRESS: at 8.63% examples, 208694 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:10,852 : INFO : EPOCH 9 - PROGRESS: at 8.73% examples, 208624 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:10:11,865 : INFO : EPOCH 9 - PROGRESS: at 8.85% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:12,907 : INFO : EPOCH 9 - PROGRESS: at 8.97% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:13,918 : INFO : EPOCH 9 - PROGRESS: at 9.08% examples, 208767 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:14,926 : INFO : EPOCH 9 - PROGRESS: at 9.19% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:15,944 : INFO : EPOCH 9 - PROGRESS: at 9.30% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:16,966 : INFO : EPOCH 9 - PROGRESS: at 9.42% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:17,968 : INFO : EPOCH 9 - PROGRESS: at 9.54% examples, 208758 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:10:19,058 : INFO : EPOCH 9 - PROGRESS: at 9.66% examples, 208694 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:20,060 : INFO : EPOCH 9 - PROGRESS: at 9.79% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:21,067 : INFO : EPOCH 9 - PROGRESS: at 9.91% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:22,129 : INFO : EPOCH 9 - PROGRESS: at 10.02% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:23,179 : INFO : EPOCH 9 - PROGRESS: at 10.15% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:24,184 : INFO : EPOCH 9 - PROGRESS: at 10.27% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:25,264 : INFO : EPOCH 9 - PROGRESS: at 10.41% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:26,313 : INFO : EPOCH 9 - PROGRESS: at 10.52% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:27,360 : INFO : EPOCH 9 - PROGRESS: at 10.63% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:28,384 : INFO : EPOCH 9 - PROGRESS: at 10.74% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:29,409 : INFO : EPOCH 9 - PROGRESS: at 10.86% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:30,516 : INFO : EPOCH 9 - PROGRESS: at 10.98% examples, 208601 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:31,530 : INFO : EPOCH 9 - PROGRESS: at 11.10% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:32,564 : INFO : EPOCH 9 - PROGRESS: at 11.21% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:33,566 : INFO : EPOCH 9 - PROGRESS: at 11.33% examples, 208692 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:34,606 : INFO : EPOCH 9 - PROGRESS: at 11.45% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:35,627 : INFO : EPOCH 9 - PROGRESS: at 11.56% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:36,654 : INFO : EPOCH 9 - PROGRESS: at 11.67% examples, 208778 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:10:37,660 : INFO : EPOCH 9 - PROGRESS: at 11.80% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:38,678 : INFO : EPOCH 9 - PROGRESS: at 11.91% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:39,691 : INFO : EPOCH 9 - PROGRESS: at 12.02% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:40,739 : INFO : EPOCH 9 - PROGRESS: at 12.15% examples, 208723 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:41,770 : INFO : EPOCH 9 - PROGRESS: at 12.25% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:42,792 : INFO : EPOCH 9 - PROGRESS: at 12.38% examples, 208802 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:43,834 : INFO : EPOCH 9 - PROGRESS: at 12.50% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:44,838 : INFO : EPOCH 9 - PROGRESS: at 12.61% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:45,863 : INFO : EPOCH 9 - PROGRESS: at 12.73% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:46,886 : INFO : EPOCH 9 - PROGRESS: at 12.86% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:47,902 : INFO : EPOCH 9 - PROGRESS: at 12.96% examples, 208758 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:10:48,929 : INFO : EPOCH 9 - PROGRESS: at 13.08% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:49,942 : INFO : EPOCH 9 - PROGRESS: at 13.19% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:50,980 : INFO : EPOCH 9 - PROGRESS: at 13.30% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:51,988 : INFO : EPOCH 9 - PROGRESS: at 13.40% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:53,019 : INFO : EPOCH 9 - PROGRESS: at 13.52% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:54,084 : INFO : EPOCH 9 - PROGRESS: at 13.63% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:55,133 : INFO : EPOCH 9 - PROGRESS: at 13.77% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:56,141 : INFO : EPOCH 9 - PROGRESS: at 13.88% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:57,194 : INFO : EPOCH 9 - PROGRESS: at 14.00% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:58,219 : INFO : EPOCH 9 - PROGRESS: at 14.11% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:10:59,246 : INFO : EPOCH 9 - PROGRESS: at 14.22% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:00,261 : INFO : EPOCH 9 - PROGRESS: at 14.33% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:01,293 : INFO : EPOCH 9 - PROGRESS: at 14.46% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:02,313 : INFO : EPOCH 9 - PROGRESS: at 14.58% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:03,345 : INFO : EPOCH 9 - PROGRESS: at 14.68% examples, 208798 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:04,349 : INFO : EPOCH 9 - PROGRESS: at 14.80% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:05,373 : INFO : EPOCH 9 - PROGRESS: at 14.93% examples, 208802 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:06,400 : INFO : EPOCH 9 - PROGRESS: at 15.04% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:07,413 : INFO : EPOCH 9 - PROGRESS: at 15.14% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:08,435 : INFO : EPOCH 9 - PROGRESS: at 15.24% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:09,438 : INFO : EPOCH 9 - PROGRESS: at 15.35% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:10,443 : INFO : EPOCH 9 - PROGRESS: at 15.47% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:11,446 : INFO : EPOCH 9 - PROGRESS: at 15.56% examples, 208781 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:11:12,481 : INFO : EPOCH 9 - PROGRESS: at 15.67% examples, 208779 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:13,515 : INFO : EPOCH 9 - PROGRESS: at 15.77% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:14,570 : INFO : EPOCH 9 - PROGRESS: at 15.90% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:15,576 : INFO : EPOCH 9 - PROGRESS: at 16.00% examples, 208788 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:11:16,602 : INFO : EPOCH 9 - PROGRESS: at 16.11% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:17,619 : INFO : EPOCH 9 - PROGRESS: at 16.23% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:18,622 : INFO : EPOCH 9 - PROGRESS: at 16.34% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:19,654 : INFO : EPOCH 9 - PROGRESS: at 16.46% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:20,692 : INFO : EPOCH 9 - PROGRESS: at 16.58% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:21,697 : INFO : EPOCH 9 - PROGRESS: at 16.68% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:22,699 : INFO : EPOCH 9 - PROGRESS: at 16.78% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:23,731 : INFO : EPOCH 9 - PROGRESS: at 16.90% examples, 208804 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:11:24,737 : INFO : EPOCH 9 - PROGRESS: at 17.01% examples, 208826 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:25,747 : INFO : EPOCH 9 - PROGRESS: at 17.13% examples, 208808 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:11:26,824 : INFO : EPOCH 9 - PROGRESS: at 17.23% examples, 208804 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:11:27,868 : INFO : EPOCH 9 - PROGRESS: at 17.36% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:28,892 : INFO : EPOCH 9 - PROGRESS: at 17.46% examples, 208816 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:29,942 : INFO : EPOCH 9 - PROGRESS: at 17.58% examples, 208817 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:11:30,999 : INFO : EPOCH 9 - PROGRESS: at 17.70% examples, 208817 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:32,018 : INFO : EPOCH 9 - PROGRESS: at 17.81% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:33,045 : INFO : EPOCH 9 - PROGRESS: at 17.92% examples, 208829 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:11:34,086 : INFO : EPOCH 9 - PROGRESS: at 18.04% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:35,102 : INFO : EPOCH 9 - PROGRESS: at 18.15% examples, 208843 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:36,132 : INFO : EPOCH 9 - PROGRESS: at 18.29% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:37,145 : INFO : EPOCH 9 - PROGRESS: at 18.39% examples, 208862 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:38,217 : INFO : EPOCH 9 - PROGRESS: at 18.51% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:39,260 : INFO : EPOCH 9 - PROGRESS: at 18.60% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:40,265 : INFO : EPOCH 9 - PROGRESS: at 18.71% examples, 208853 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:41,283 : INFO : EPOCH 9 - PROGRESS: at 18.81% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:42,300 : INFO : EPOCH 9 - PROGRESS: at 18.94% examples, 208868 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:43,302 : INFO : EPOCH 9 - PROGRESS: at 19.04% examples, 208893 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:44,319 : INFO : EPOCH 9 - PROGRESS: at 19.14% examples, 208867 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:45,343 : INFO : EPOCH 9 - PROGRESS: at 19.24% examples, 208894 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:46,350 : INFO : EPOCH 9 - PROGRESS: at 19.34% examples, 208916 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:47,375 : INFO : EPOCH 9 - PROGRESS: at 19.45% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:48,376 : INFO : EPOCH 9 - PROGRESS: at 19.56% examples, 208920 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:49,415 : INFO : EPOCH 9 - PROGRESS: at 19.68% examples, 208874 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:50,440 : INFO : EPOCH 9 - PROGRESS: at 19.80% examples, 208915 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:51,505 : INFO : EPOCH 9 - PROGRESS: at 19.93% examples, 208839 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:52,555 : INFO : EPOCH 9 - PROGRESS: at 20.08% examples, 208875 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:53,590 : INFO : EPOCH 9 - PROGRESS: at 20.19% examples, 208892 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:54,649 : INFO : EPOCH 9 - PROGRESS: at 20.30% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:55,677 : INFO : EPOCH 9 - PROGRESS: at 20.41% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:56,730 : INFO : EPOCH 9 - PROGRESS: at 20.52% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:57,771 : INFO : EPOCH 9 - PROGRESS: at 20.63% examples, 208722 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:11:58,778 : INFO : EPOCH 9 - PROGRESS: at 20.72% examples, 208681 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:11:59,807 : INFO : EPOCH 9 - PROGRESS: at 20.80% examples, 208447 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:00,821 : INFO : EPOCH 9 - PROGRESS: at 20.88% examples, 208319 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:01,824 : INFO : EPOCH 9 - PROGRESS: at 20.99% examples, 208279 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:02,825 : INFO : EPOCH 9 - PROGRESS: at 21.12% examples, 208286 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:03,836 : INFO : EPOCH 9 - PROGRESS: at 21.22% examples, 208285 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:04,840 : INFO : EPOCH 9 - PROGRESS: at 21.33% examples, 208327 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:05,847 : INFO : EPOCH 9 - PROGRESS: at 21.43% examples, 208306 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:06,862 : INFO : EPOCH 9 - PROGRESS: at 21.55% examples, 208291 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:07,868 : INFO : EPOCH 9 - PROGRESS: at 21.67% examples, 208308 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:08,869 : INFO : EPOCH 9 - PROGRESS: at 21.78% examples, 208346 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:09,913 : INFO : EPOCH 9 - PROGRESS: at 21.88% examples, 208300 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:10,922 : INFO : EPOCH 9 - PROGRESS: at 22.01% examples, 208328 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:11,922 : INFO : EPOCH 9 - PROGRESS: at 22.12% examples, 208296 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:12,939 : INFO : EPOCH 9 - PROGRESS: at 22.23% examples, 208362 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:13,976 : INFO : EPOCH 9 - PROGRESS: at 22.34% examples, 208336 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:15,015 : INFO : EPOCH 9 - PROGRESS: at 22.45% examples, 208350 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:16,021 : INFO : EPOCH 9 - PROGRESS: at 22.56% examples, 208317 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:17,036 : INFO : EPOCH 9 - PROGRESS: at 22.68% examples, 208356 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:18,044 : INFO : EPOCH 9 - PROGRESS: at 22.80% examples, 208350 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:19,118 : INFO : EPOCH 9 - PROGRESS: at 22.90% examples, 208331 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:20,188 : INFO : EPOCH 9 - PROGRESS: at 23.02% examples, 208327 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:21,214 : INFO : EPOCH 9 - PROGRESS: at 23.15% examples, 208385 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:12:22,216 : INFO : EPOCH 9 - PROGRESS: at 23.26% examples, 208352 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:23,280 : INFO : EPOCH 9 - PROGRESS: at 23.38% examples, 208352 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:24,286 : INFO : EPOCH 9 - PROGRESS: at 23.49% examples, 208355 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:25,312 : INFO : EPOCH 9 - PROGRESS: at 23.61% examples, 208379 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:26,316 : INFO : EPOCH 9 - PROGRESS: at 23.72% examples, 208407 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:27,317 : INFO : EPOCH 9 - PROGRESS: at 23.83% examples, 208398 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:28,396 : INFO : EPOCH 9 - PROGRESS: at 23.95% examples, 208362 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:29,406 : INFO : EPOCH 9 - PROGRESS: at 24.11% examples, 208398 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:30,425 : INFO : EPOCH 9 - PROGRESS: at 24.23% examples, 208412 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:31,488 : INFO : EPOCH 9 - PROGRESS: at 24.34% examples, 208377 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:32,551 : INFO : EPOCH 9 - PROGRESS: at 24.48% examples, 208385 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:33,591 : INFO : EPOCH 9 - PROGRESS: at 24.60% examples, 208406 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:34,606 : INFO : EPOCH 9 - PROGRESS: at 24.72% examples, 208390 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:35,614 : INFO : EPOCH 9 - PROGRESS: at 24.84% examples, 208423 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:36,619 : INFO : EPOCH 9 - PROGRESS: at 24.95% examples, 208419 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:37,626 : INFO : EPOCH 9 - PROGRESS: at 25.05% examples, 208429 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:38,628 : INFO : EPOCH 9 - PROGRESS: at 25.16% examples, 208427 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:39,634 : INFO : EPOCH 9 - PROGRESS: at 25.27% examples, 208425 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:40,642 : INFO : EPOCH 9 - PROGRESS: at 25.36% examples, 208409 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:41,660 : INFO : EPOCH 9 - PROGRESS: at 25.47% examples, 208399 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:42,670 : INFO : EPOCH 9 - PROGRESS: at 25.57% examples, 208396 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:43,713 : INFO : EPOCH 9 - PROGRESS: at 25.69% examples, 208418 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:44,715 : INFO : EPOCH 9 - PROGRESS: at 25.81% examples, 208442 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:45,749 : INFO : EPOCH 9 - PROGRESS: at 25.91% examples, 208395 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:46,753 : INFO : EPOCH 9 - PROGRESS: at 26.02% examples, 208449 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:47,784 : INFO : EPOCH 9 - PROGRESS: at 26.14% examples, 208419 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:48,837 : INFO : EPOCH 9 - PROGRESS: at 26.26% examples, 208415 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:49,865 : INFO : EPOCH 9 - PROGRESS: at 26.39% examples, 208449 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:50,940 : INFO : EPOCH 9 - PROGRESS: at 26.51% examples, 208422 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:51,963 : INFO : EPOCH 9 - PROGRESS: at 26.63% examples, 208430 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:52,963 : INFO : EPOCH 9 - PROGRESS: at 26.73% examples, 208463 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:53,968 : INFO : EPOCH 9 - PROGRESS: at 26.84% examples, 208438 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:55,024 : INFO : EPOCH 9 - PROGRESS: at 26.97% examples, 208446 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:56,061 : INFO : EPOCH 9 - PROGRESS: at 27.08% examples, 208436 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:57,061 : INFO : EPOCH 9 - PROGRESS: at 27.19% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:58,114 : INFO : EPOCH 9 - PROGRESS: at 27.31% examples, 208457 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:12:59,198 : INFO : EPOCH 9 - PROGRESS: at 27.42% examples, 208437 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:00,261 : INFO : EPOCH 9 - PROGRESS: at 27.53% examples, 208456 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:01,268 : INFO : EPOCH 9 - PROGRESS: at 27.64% examples, 208456 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:02,296 : INFO : EPOCH 9 - PROGRESS: at 27.76% examples, 208463 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:03,367 : INFO : EPOCH 9 - PROGRESS: at 27.86% examples, 208427 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:13:04,443 : INFO : EPOCH 9 - PROGRESS: at 28.00% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:05,458 : INFO : EPOCH 9 - PROGRESS: at 28.12% examples, 208455 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:06,481 : INFO : EPOCH 9 - PROGRESS: at 28.24% examples, 208475 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:07,496 : INFO : EPOCH 9 - PROGRESS: at 28.37% examples, 208489 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:08,520 : INFO : EPOCH 9 - PROGRESS: at 28.49% examples, 208472 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:09,546 : INFO : EPOCH 9 - PROGRESS: at 28.57% examples, 208476 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:10,624 : INFO : EPOCH 9 - PROGRESS: at 28.69% examples, 208469 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:11,629 : INFO : EPOCH 9 - PROGRESS: at 28.80% examples, 208466 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:12,632 : INFO : EPOCH 9 - PROGRESS: at 28.93% examples, 208514 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:13,648 : INFO : EPOCH 9 - PROGRESS: at 29.04% examples, 208495 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:14,666 : INFO : EPOCH 9 - PROGRESS: at 29.15% examples, 208481 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:15,685 : INFO : EPOCH 9 - PROGRESS: at 29.27% examples, 208498 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:16,711 : INFO : EPOCH 9 - PROGRESS: at 29.37% examples, 208483 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:17,737 : INFO : EPOCH 9 - PROGRESS: at 29.49% examples, 208486 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:18,755 : INFO : EPOCH 9 - PROGRESS: at 29.58% examples, 208490 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:19,777 : INFO : EPOCH 9 - PROGRESS: at 29.68% examples, 208483 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:20,797 : INFO : EPOCH 9 - PROGRESS: at 29.79% examples, 208482 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:21,891 : INFO : EPOCH 9 - PROGRESS: at 29.91% examples, 208472 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:22,904 : INFO : EPOCH 9 - PROGRESS: at 30.02% examples, 208523 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:23,915 : INFO : EPOCH 9 - PROGRESS: at 30.13% examples, 208489 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:24,935 : INFO : EPOCH 9 - PROGRESS: at 30.23% examples, 208491 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:25,953 : INFO : EPOCH 9 - PROGRESS: at 30.35% examples, 208493 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:26,983 : INFO : EPOCH 9 - PROGRESS: at 30.46% examples, 208510 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:28,050 : INFO : EPOCH 9 - PROGRESS: at 30.58% examples, 208495 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:29,053 : INFO : EPOCH 9 - PROGRESS: at 30.68% examples, 208525 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:30,082 : INFO : EPOCH 9 - PROGRESS: at 30.79% examples, 208498 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:31,083 : INFO : EPOCH 9 - PROGRESS: at 30.91% examples, 208504 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:32,187 : INFO : EPOCH 9 - PROGRESS: at 31.05% examples, 208482 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:33,217 : INFO : EPOCH 9 - PROGRESS: at 31.17% examples, 208501 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:34,308 : INFO : EPOCH 9 - PROGRESS: at 31.29% examples, 208492 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:35,320 : INFO : EPOCH 9 - PROGRESS: at 31.41% examples, 208499 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:36,381 : INFO : EPOCH 9 - PROGRESS: at 31.52% examples, 208485 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:37,396 : INFO : EPOCH 9 - PROGRESS: at 31.65% examples, 208495 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:38,416 : INFO : EPOCH 9 - PROGRESS: at 31.77% examples, 208498 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:39,435 : INFO : EPOCH 9 - PROGRESS: at 31.88% examples, 208494 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:40,495 : INFO : EPOCH 9 - PROGRESS: at 31.98% examples, 208488 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:41,503 : INFO : EPOCH 9 - PROGRESS: at 32.10% examples, 208543 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:42,536 : INFO : EPOCH 9 - PROGRESS: at 32.22% examples, 208510 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:43,579 : INFO : EPOCH 9 - PROGRESS: at 32.33% examples, 208516 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:44,597 : INFO : EPOCH 9 - PROGRESS: at 32.43% examples, 208527 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:45,626 : INFO : EPOCH 9 - PROGRESS: at 32.55% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:46,628 : INFO : EPOCH 9 - PROGRESS: at 32.67% examples, 208541 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:47,629 : INFO : EPOCH 9 - PROGRESS: at 32.79% examples, 208545 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:48,638 : INFO : EPOCH 9 - PROGRESS: at 32.91% examples, 208547 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:49,688 : INFO : EPOCH 9 - PROGRESS: at 33.00% examples, 208513 words/s, in_qsize 8, out_qsize 2
2020-07-17 02:13:50,731 : INFO : EPOCH 9 - PROGRESS: at 33.12% examples, 208524 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:51,789 : INFO : EPOCH 9 - PROGRESS: at 33.24% examples, 208527 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:13:52,828 : INFO : EPOCH 9 - PROGRESS: at 33.35% examples, 208534 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:13:53,851 : INFO : EPOCH 9 - PROGRESS: at 33.47% examples, 208554 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:54,873 : INFO : EPOCH 9 - PROGRESS: at 33.58% examples, 208546 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:55,921 : INFO : EPOCH 9 - PROGRESS: at 33.71% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:56,935 : INFO : EPOCH 9 - PROGRESS: at 33.82% examples, 208566 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:57,972 : INFO : EPOCH 9 - PROGRESS: at 33.94% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:58,986 : INFO : EPOCH 9 - PROGRESS: at 34.04% examples, 208544 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:13:59,991 : INFO : EPOCH 9 - PROGRESS: at 34.15% examples, 208533 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:01,026 : INFO : EPOCH 9 - PROGRESS: at 34.27% examples, 208544 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:02,043 : INFO : EPOCH 9 - PROGRESS: at 34.39% examples, 208555 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:03,048 : INFO : EPOCH 9 - PROGRESS: at 34.49% examples, 208549 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:04,062 : INFO : EPOCH 9 - PROGRESS: at 34.60% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:05,110 : INFO : EPOCH 9 - PROGRESS: at 34.73% examples, 208535 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:06,126 : INFO : EPOCH 9 - PROGRESS: at 34.83% examples, 208562 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:14:07,182 : INFO : EPOCH 9 - PROGRESS: at 34.94% examples, 208564 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:08,237 : INFO : EPOCH 9 - PROGRESS: at 35.05% examples, 208557 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:09,248 : INFO : EPOCH 9 - PROGRESS: at 35.16% examples, 208568 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:10,273 : INFO : EPOCH 9 - PROGRESS: at 35.28% examples, 208545 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:11,275 : INFO : EPOCH 9 - PROGRESS: at 35.38% examples, 208564 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:12,291 : INFO : EPOCH 9 - PROGRESS: at 35.50% examples, 208576 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:13,318 : INFO : EPOCH 9 - PROGRESS: at 35.62% examples, 208580 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:14,325 : INFO : EPOCH 9 - PROGRESS: at 35.74% examples, 208571 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:15,343 : INFO : EPOCH 9 - PROGRESS: at 35.84% examples, 208583 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:16,374 : INFO : EPOCH 9 - PROGRESS: at 35.97% examples, 208582 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:17,389 : INFO : EPOCH 9 - PROGRESS: at 36.08% examples, 208578 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:14:18,439 : INFO : EPOCH 9 - PROGRESS: at 36.19% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:19,469 : INFO : EPOCH 9 - PROGRESS: at 36.31% examples, 208582 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:14:20,485 : INFO : EPOCH 9 - PROGRESS: at 36.41% examples, 208587 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:21,509 : INFO : EPOCH 9 - PROGRESS: at 36.52% examples, 208596 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:22,510 : INFO : EPOCH 9 - PROGRESS: at 36.63% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:23,574 : INFO : EPOCH 9 - PROGRESS: at 36.74% examples, 208590 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:24,604 : INFO : EPOCH 9 - PROGRESS: at 36.85% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:25,625 : INFO : EPOCH 9 - PROGRESS: at 36.96% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:26,647 : INFO : EPOCH 9 - PROGRESS: at 37.06% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:27,651 : INFO : EPOCH 9 - PROGRESS: at 37.17% examples, 208612 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:28,700 : INFO : EPOCH 9 - PROGRESS: at 37.28% examples, 208577 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:29,745 : INFO : EPOCH 9 - PROGRESS: at 37.42% examples, 208601 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:30,763 : INFO : EPOCH 9 - PROGRESS: at 37.54% examples, 208608 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:31,779 : INFO : EPOCH 9 - PROGRESS: at 37.66% examples, 208627 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:32,788 : INFO : EPOCH 9 - PROGRESS: at 37.76% examples, 208605 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:33,876 : INFO : EPOCH 9 - PROGRESS: at 37.89% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:34,884 : INFO : EPOCH 9 - PROGRESS: at 38.01% examples, 208604 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:35,921 : INFO : EPOCH 9 - PROGRESS: at 38.12% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:36,984 : INFO : EPOCH 9 - PROGRESS: at 38.24% examples, 208604 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:38,014 : INFO : EPOCH 9 - PROGRESS: at 38.36% examples, 208604 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:39,025 : INFO : EPOCH 9 - PROGRESS: at 38.47% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:40,052 : INFO : EPOCH 9 - PROGRESS: at 38.61% examples, 208613 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:41,096 : INFO : EPOCH 9 - PROGRESS: at 38.74% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:42,112 : INFO : EPOCH 9 - PROGRESS: at 38.86% examples, 208626 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:43,134 : INFO : EPOCH 9 - PROGRESS: at 38.99% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:44,159 : INFO : EPOCH 9 - PROGRESS: at 39.10% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:45,186 : INFO : EPOCH 9 - PROGRESS: at 39.21% examples, 208607 words/s, in_qsize 7, out_qsize 1
2020-07-17 02:14:46,197 : INFO : EPOCH 9 - PROGRESS: at 39.33% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:47,257 : INFO : EPOCH 9 - PROGRESS: at 39.44% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:48,266 : INFO : EPOCH 9 - PROGRESS: at 39.54% examples, 208629 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:49,321 : INFO : EPOCH 9 - PROGRESS: at 39.64% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:50,321 : INFO : EPOCH 9 - PROGRESS: at 39.76% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:51,333 : INFO : EPOCH 9 - PROGRESS: at 39.87% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:52,362 : INFO : EPOCH 9 - PROGRESS: at 39.99% examples, 208633 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:53,370 : INFO : EPOCH 9 - PROGRESS: at 40.09% examples, 208630 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:14:54,443 : INFO : EPOCH 9 - PROGRESS: at 40.22% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:55,491 : INFO : EPOCH 9 - PROGRESS: at 40.35% examples, 208638 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:56,562 : INFO : EPOCH 9 - PROGRESS: at 40.44% examples, 208626 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:57,586 : INFO : EPOCH 9 - PROGRESS: at 40.56% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:58,646 : INFO : EPOCH 9 - PROGRESS: at 40.67% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:14:59,659 : INFO : EPOCH 9 - PROGRESS: at 40.79% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:00,689 : INFO : EPOCH 9 - PROGRESS: at 40.91% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:01,718 : INFO : EPOCH 9 - PROGRESS: at 41.02% examples, 208633 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:02,722 : INFO : EPOCH 9 - PROGRESS: at 41.13% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:03,751 : INFO : EPOCH 9 - PROGRESS: at 41.25% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:04,812 : INFO : EPOCH 9 - PROGRESS: at 41.37% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:05,868 : INFO : EPOCH 9 - PROGRESS: at 41.47% examples, 208633 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:06,871 : INFO : EPOCH 9 - PROGRESS: at 41.59% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:07,928 : INFO : EPOCH 9 - PROGRESS: at 41.71% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:08,934 : INFO : EPOCH 9 - PROGRESS: at 41.84% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:09,940 : INFO : EPOCH 9 - PROGRESS: at 41.95% examples, 208648 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:15:10,951 : INFO : EPOCH 9 - PROGRESS: at 42.08% examples, 208646 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:11,960 : INFO : EPOCH 9 - PROGRESS: at 42.18% examples, 208642 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:13,016 : INFO : EPOCH 9 - PROGRESS: at 42.30% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:14,025 : INFO : EPOCH 9 - PROGRESS: at 42.41% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:15,085 : INFO : EPOCH 9 - PROGRESS: at 42.53% examples, 208646 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:16,102 : INFO : EPOCH 9 - PROGRESS: at 42.64% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:17,118 : INFO : EPOCH 9 - PROGRESS: at 42.76% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:18,165 : INFO : EPOCH 9 - PROGRESS: at 42.88% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:19,170 : INFO : EPOCH 9 - PROGRESS: at 42.98% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:20,174 : INFO : EPOCH 9 - PROGRESS: at 43.09% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:21,179 : INFO : EPOCH 9 - PROGRESS: at 43.21% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:22,189 : INFO : EPOCH 9 - PROGRESS: at 43.30% examples, 208633 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:23,191 : INFO : EPOCH 9 - PROGRESS: at 43.41% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:24,256 : INFO : EPOCH 9 - PROGRESS: at 43.53% examples, 208644 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:25,327 : INFO : EPOCH 9 - PROGRESS: at 43.64% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:26,329 : INFO : EPOCH 9 - PROGRESS: at 43.76% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:27,333 : INFO : EPOCH 9 - PROGRESS: at 43.87% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:28,342 : INFO : EPOCH 9 - PROGRESS: at 44.00% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:29,350 : INFO : EPOCH 9 - PROGRESS: at 44.12% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:30,397 : INFO : EPOCH 9 - PROGRESS: at 44.23% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:31,429 : INFO : EPOCH 9 - PROGRESS: at 44.34% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:32,466 : INFO : EPOCH 9 - PROGRESS: at 44.47% examples, 208664 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:15:33,553 : INFO : EPOCH 9 - PROGRESS: at 44.57% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:34,585 : INFO : EPOCH 9 - PROGRESS: at 44.70% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:35,619 : INFO : EPOCH 9 - PROGRESS: at 44.79% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:36,620 : INFO : EPOCH 9 - PROGRESS: at 44.90% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:37,622 : INFO : EPOCH 9 - PROGRESS: at 45.00% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:38,634 : INFO : EPOCH 9 - PROGRESS: at 45.12% examples, 208663 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:15:39,638 : INFO : EPOCH 9 - PROGRESS: at 45.26% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:40,640 : INFO : EPOCH 9 - PROGRESS: at 45.36% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:41,679 : INFO : EPOCH 9 - PROGRESS: at 45.49% examples, 208646 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:42,687 : INFO : EPOCH 9 - PROGRESS: at 45.59% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:43,713 : INFO : EPOCH 9 - PROGRESS: at 45.72% examples, 208661 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:44,727 : INFO : EPOCH 9 - PROGRESS: at 45.83% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:45,817 : INFO : EPOCH 9 - PROGRESS: at 45.93% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:46,821 : INFO : EPOCH 9 - PROGRESS: at 46.06% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:47,864 : INFO : EPOCH 9 - PROGRESS: at 46.16% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:48,891 : INFO : EPOCH 9 - PROGRESS: at 46.27% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:49,893 : INFO : EPOCH 9 - PROGRESS: at 46.39% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:50,949 : INFO : EPOCH 9 - PROGRESS: at 46.51% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:51,964 : INFO : EPOCH 9 - PROGRESS: at 46.62% examples, 208669 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:53,008 : INFO : EPOCH 9 - PROGRESS: at 46.75% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:54,016 : INFO : EPOCH 9 - PROGRESS: at 46.84% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:55,026 : INFO : EPOCH 9 - PROGRESS: at 46.97% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:56,029 : INFO : EPOCH 9 - PROGRESS: at 47.09% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:57,114 : INFO : EPOCH 9 - PROGRESS: at 47.20% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:58,163 : INFO : EPOCH 9 - PROGRESS: at 47.31% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:15:59,194 : INFO : EPOCH 9 - PROGRESS: at 47.43% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:00,199 : INFO : EPOCH 9 - PROGRESS: at 47.54% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:01,217 : INFO : EPOCH 9 - PROGRESS: at 47.65% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:02,230 : INFO : EPOCH 9 - PROGRESS: at 47.76% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:03,247 : INFO : EPOCH 9 - PROGRESS: at 47.87% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:04,316 : INFO : EPOCH 9 - PROGRESS: at 47.99% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:05,387 : INFO : EPOCH 9 - PROGRESS: at 48.13% examples, 208662 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:16:06,413 : INFO : EPOCH 9 - PROGRESS: at 48.25% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:07,458 : INFO : EPOCH 9 - PROGRESS: at 48.36% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:08,490 : INFO : EPOCH 9 - PROGRESS: at 48.47% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:09,510 : INFO : EPOCH 9 - PROGRESS: at 48.58% examples, 208676 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:10,572 : INFO : EPOCH 9 - PROGRESS: at 48.69% examples, 208662 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:11,624 : INFO : EPOCH 9 - PROGRESS: at 48.80% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:12,668 : INFO : EPOCH 9 - PROGRESS: at 48.91% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:13,682 : INFO : EPOCH 9 - PROGRESS: at 49.01% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:14,737 : INFO : EPOCH 9 - PROGRESS: at 49.12% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:15,766 : INFO : EPOCH 9 - PROGRESS: at 49.24% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:16,856 : INFO : EPOCH 9 - PROGRESS: at 49.36% examples, 208660 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:16:17,863 : INFO : EPOCH 9 - PROGRESS: at 49.49% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:18,864 : INFO : EPOCH 9 - PROGRESS: at 49.58% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:19,887 : INFO : EPOCH 9 - PROGRESS: at 49.70% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:20,890 : INFO : EPOCH 9 - PROGRESS: at 49.80% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:21,920 : INFO : EPOCH 9 - PROGRESS: at 49.92% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:22,920 : INFO : EPOCH 9 - PROGRESS: at 50.02% examples, 208678 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:16:23,981 : INFO : EPOCH 9 - PROGRESS: at 50.14% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:24,990 : INFO : EPOCH 9 - PROGRESS: at 50.26% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:26,006 : INFO : EPOCH 9 - PROGRESS: at 50.36% examples, 208658 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:27,066 : INFO : EPOCH 9 - PROGRESS: at 50.47% examples, 208621 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:28,072 : INFO : EPOCH 9 - PROGRESS: at 50.56% examples, 208610 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:29,126 : INFO : EPOCH 9 - PROGRESS: at 50.67% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:30,162 : INFO : EPOCH 9 - PROGRESS: at 50.76% examples, 208497 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:16:31,189 : INFO : EPOCH 9 - PROGRESS: at 50.85% examples, 208447 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:32,215 : INFO : EPOCH 9 - PROGRESS: at 50.96% examples, 208439 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:33,239 : INFO : EPOCH 9 - PROGRESS: at 51.07% examples, 208429 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:34,280 : INFO : EPOCH 9 - PROGRESS: at 51.19% examples, 208441 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:35,286 : INFO : EPOCH 9 - PROGRESS: at 51.28% examples, 208449 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:36,289 : INFO : EPOCH 9 - PROGRESS: at 51.39% examples, 208442 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:37,364 : INFO : EPOCH 9 - PROGRESS: at 51.50% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:38,394 : INFO : EPOCH 9 - PROGRESS: at 51.62% examples, 208435 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:39,419 : INFO : EPOCH 9 - PROGRESS: at 51.73% examples, 208441 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:40,447 : INFO : EPOCH 9 - PROGRESS: at 51.83% examples, 208458 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:41,479 : INFO : EPOCH 9 - PROGRESS: at 51.94% examples, 208437 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:16:42,487 : INFO : EPOCH 9 - PROGRESS: at 52.07% examples, 208463 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:43,548 : INFO : EPOCH 9 - PROGRESS: at 52.17% examples, 208449 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:44,566 : INFO : EPOCH 9 - PROGRESS: at 52.30% examples, 208466 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:45,582 : INFO : EPOCH 9 - PROGRESS: at 52.42% examples, 208444 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:46,615 : INFO : EPOCH 9 - PROGRESS: at 52.55% examples, 208445 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:47,651 : INFO : EPOCH 9 - PROGRESS: at 52.68% examples, 208437 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:48,708 : INFO : EPOCH 9 - PROGRESS: at 52.80% examples, 208447 words/s, in_qsize 7, out_qsize 1
2020-07-17 02:16:49,712 : INFO : EPOCH 9 - PROGRESS: at 52.91% examples, 208459 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:50,772 : INFO : EPOCH 9 - PROGRESS: at 53.02% examples, 208454 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:51,773 : INFO : EPOCH 9 - PROGRESS: at 53.13% examples, 208447 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:52,783 : INFO : EPOCH 9 - PROGRESS: at 53.26% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:53,821 : INFO : EPOCH 9 - PROGRESS: at 53.36% examples, 208466 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:54,837 : INFO : EPOCH 9 - PROGRESS: at 53.48% examples, 208457 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:55,882 : INFO : EPOCH 9 - PROGRESS: at 53.61% examples, 208457 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:56,891 : INFO : EPOCH 9 - PROGRESS: at 53.74% examples, 208464 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:57,892 : INFO : EPOCH 9 - PROGRESS: at 53.84% examples, 208472 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:58,904 : INFO : EPOCH 9 - PROGRESS: at 53.95% examples, 208459 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:16:59,906 : INFO : EPOCH 9 - PROGRESS: at 54.07% examples, 208475 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:00,909 : INFO : EPOCH 9 - PROGRESS: at 54.16% examples, 208464 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:01,942 : INFO : EPOCH 9 - PROGRESS: at 54.29% examples, 208470 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:02,980 : INFO : EPOCH 9 - PROGRESS: at 54.41% examples, 208466 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:03,983 : INFO : EPOCH 9 - PROGRESS: at 54.51% examples, 208461 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:04,987 : INFO : EPOCH 9 - PROGRESS: at 54.63% examples, 208486 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:05,990 : INFO : EPOCH 9 - PROGRESS: at 54.74% examples, 208477 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:06,991 : INFO : EPOCH 9 - PROGRESS: at 54.85% examples, 208477 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:08,069 : INFO : EPOCH 9 - PROGRESS: at 54.96% examples, 208473 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:09,072 : INFO : EPOCH 9 - PROGRESS: at 55.07% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:10,075 : INFO : EPOCH 9 - PROGRESS: at 55.18% examples, 208488 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:11,078 : INFO : EPOCH 9 - PROGRESS: at 55.28% examples, 208472 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:12,128 : INFO : EPOCH 9 - PROGRESS: at 55.39% examples, 208478 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:13,131 : INFO : EPOCH 9 - PROGRESS: at 55.50% examples, 208490 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:14,152 : INFO : EPOCH 9 - PROGRESS: at 55.61% examples, 208482 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:15,160 : INFO : EPOCH 9 - PROGRESS: at 55.72% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:16,165 : INFO : EPOCH 9 - PROGRESS: at 55.82% examples, 208494 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:17,166 : INFO : EPOCH 9 - PROGRESS: at 55.95% examples, 208488 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:18,199 : INFO : EPOCH 9 - PROGRESS: at 56.07% examples, 208490 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:19,206 : INFO : EPOCH 9 - PROGRESS: at 56.18% examples, 208492 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:17:20,228 : INFO : EPOCH 9 - PROGRESS: at 56.30% examples, 208495 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:21,235 : INFO : EPOCH 9 - PROGRESS: at 56.40% examples, 208491 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:22,248 : INFO : EPOCH 9 - PROGRESS: at 56.52% examples, 208478 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:23,253 : INFO : EPOCH 9 - PROGRESS: at 56.63% examples, 208500 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:24,281 : INFO : EPOCH 9 - PROGRESS: at 56.73% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:25,303 : INFO : EPOCH 9 - PROGRESS: at 56.85% examples, 208485 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:26,368 : INFO : EPOCH 9 - PROGRESS: at 56.97% examples, 208480 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:27,440 : INFO : EPOCH 9 - PROGRESS: at 57.12% examples, 208483 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:28,463 : INFO : EPOCH 9 - PROGRESS: at 57.22% examples, 208486 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:29,471 : INFO : EPOCH 9 - PROGRESS: at 57.34% examples, 208488 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:30,473 : INFO : EPOCH 9 - PROGRESS: at 57.44% examples, 208500 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:31,488 : INFO : EPOCH 9 - PROGRESS: at 57.53% examples, 208496 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:32,584 : INFO : EPOCH 9 - PROGRESS: at 57.66% examples, 208485 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:33,619 : INFO : EPOCH 9 - PROGRESS: at 57.77% examples, 208483 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:34,640 : INFO : EPOCH 9 - PROGRESS: at 57.87% examples, 208494 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:35,692 : INFO : EPOCH 9 - PROGRESS: at 57.98% examples, 208490 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:36,716 : INFO : EPOCH 9 - PROGRESS: at 58.09% examples, 208491 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:37,723 : INFO : EPOCH 9 - PROGRESS: at 58.20% examples, 208491 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:38,781 : INFO : EPOCH 9 - PROGRESS: at 58.34% examples, 208490 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:17:39,804 : INFO : EPOCH 9 - PROGRESS: at 58.46% examples, 208489 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:40,816 : INFO : EPOCH 9 - PROGRESS: at 58.59% examples, 208507 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:41,826 : INFO : EPOCH 9 - PROGRESS: at 58.70% examples, 208508 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:42,846 : INFO : EPOCH 9 - PROGRESS: at 58.79% examples, 208503 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:17:43,875 : INFO : EPOCH 9 - PROGRESS: at 58.91% examples, 208495 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:17:44,883 : INFO : EPOCH 9 - PROGRESS: at 59.03% examples, 208512 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:45,903 : INFO : EPOCH 9 - PROGRESS: at 59.13% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:46,917 : INFO : EPOCH 9 - PROGRESS: at 59.24% examples, 208513 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:47,918 : INFO : EPOCH 9 - PROGRESS: at 59.35% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:48,946 : INFO : EPOCH 9 - PROGRESS: at 59.46% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:49,957 : INFO : EPOCH 9 - PROGRESS: at 59.59% examples, 208500 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:51,028 : INFO : EPOCH 9 - PROGRESS: at 59.70% examples, 208494 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:52,030 : INFO : EPOCH 9 - PROGRESS: at 59.83% examples, 208514 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:17:53,037 : INFO : EPOCH 9 - PROGRESS: at 59.93% examples, 208495 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:54,043 : INFO : EPOCH 9 - PROGRESS: at 60.03% examples, 208499 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:55,051 : INFO : EPOCH 9 - PROGRESS: at 60.17% examples, 208516 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:56,123 : INFO : EPOCH 9 - PROGRESS: at 60.27% examples, 208496 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:57,191 : INFO : EPOCH 9 - PROGRESS: at 60.39% examples, 208493 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:58,208 : INFO : EPOCH 9 - PROGRESS: at 60.51% examples, 208504 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:17:59,211 : INFO : EPOCH 9 - PROGRESS: at 60.64% examples, 208505 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:00,239 : INFO : EPOCH 9 - PROGRESS: at 60.76% examples, 208508 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:01,243 : INFO : EPOCH 9 - PROGRESS: at 60.88% examples, 208515 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:18:02,245 : INFO : EPOCH 9 - PROGRESS: at 61.02% examples, 208510 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:03,253 : INFO : EPOCH 9 - PROGRESS: at 61.13% examples, 208510 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:04,270 : INFO : EPOCH 9 - PROGRESS: at 61.24% examples, 208517 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:05,283 : INFO : EPOCH 9 - PROGRESS: at 61.36% examples, 208523 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:06,293 : INFO : EPOCH 9 - PROGRESS: at 61.45% examples, 208522 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:07,322 : INFO : EPOCH 9 - PROGRESS: at 61.56% examples, 208501 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:08,327 : INFO : EPOCH 9 - PROGRESS: at 61.69% examples, 208519 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:09,335 : INFO : EPOCH 9 - PROGRESS: at 61.83% examples, 208521 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:10,340 : INFO : EPOCH 9 - PROGRESS: at 61.95% examples, 208524 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:11,347 : INFO : EPOCH 9 - PROGRESS: at 62.07% examples, 208511 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:12,377 : INFO : EPOCH 9 - PROGRESS: at 62.19% examples, 208524 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:13,380 : INFO : EPOCH 9 - PROGRESS: at 62.30% examples, 208523 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:14,391 : INFO : EPOCH 9 - PROGRESS: at 62.42% examples, 208530 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:15,484 : INFO : EPOCH 9 - PROGRESS: at 62.54% examples, 208508 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:16,519 : INFO : EPOCH 9 - PROGRESS: at 62.66% examples, 208521 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:17,520 : INFO : EPOCH 9 - PROGRESS: at 62.80% examples, 208540 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:18,543 : INFO : EPOCH 9 - PROGRESS: at 62.92% examples, 208522 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:19,583 : INFO : EPOCH 9 - PROGRESS: at 63.04% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:20,608 : INFO : EPOCH 9 - PROGRESS: at 63.15% examples, 208523 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:21,612 : INFO : EPOCH 9 - PROGRESS: at 63.25% examples, 208526 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:22,629 : INFO : EPOCH 9 - PROGRESS: at 63.35% examples, 208513 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:23,656 : INFO : EPOCH 9 - PROGRESS: at 63.47% examples, 208525 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:24,718 : INFO : EPOCH 9 - PROGRESS: at 63.58% examples, 208505 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:25,733 : INFO : EPOCH 9 - PROGRESS: at 63.68% examples, 208528 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:26,762 : INFO : EPOCH 9 - PROGRESS: at 63.81% examples, 208515 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:27,769 : INFO : EPOCH 9 - PROGRESS: at 63.90% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:28,799 : INFO : EPOCH 9 - PROGRESS: at 64.01% examples, 208519 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:18:29,862 : INFO : EPOCH 9 - PROGRESS: at 64.14% examples, 208523 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:30,923 : INFO : EPOCH 9 - PROGRESS: at 64.23% examples, 208518 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:31,925 : INFO : EPOCH 9 - PROGRESS: at 64.34% examples, 208515 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:32,953 : INFO : EPOCH 9 - PROGRESS: at 64.47% examples, 208527 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:18:33,954 : INFO : EPOCH 9 - PROGRESS: at 64.57% examples, 208530 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:34,972 : INFO : EPOCH 9 - PROGRESS: at 64.67% examples, 208525 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:18:35,992 : INFO : EPOCH 9 - PROGRESS: at 64.79% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:37,006 : INFO : EPOCH 9 - PROGRESS: at 64.91% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:38,010 : INFO : EPOCH 9 - PROGRESS: at 65.03% examples, 208530 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:39,019 : INFO : EPOCH 9 - PROGRESS: at 65.14% examples, 208518 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:40,037 : INFO : EPOCH 9 - PROGRESS: at 65.27% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:41,058 : INFO : EPOCH 9 - PROGRESS: at 65.39% examples, 208524 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:42,083 : INFO : EPOCH 9 - PROGRESS: at 65.50% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:43,116 : INFO : EPOCH 9 - PROGRESS: at 65.60% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:44,123 : INFO : EPOCH 9 - PROGRESS: at 65.72% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:45,126 : INFO : EPOCH 9 - PROGRESS: at 65.84% examples, 208528 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:18:46,163 : INFO : EPOCH 9 - PROGRESS: at 65.95% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:47,173 : INFO : EPOCH 9 - PROGRESS: at 66.06% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:48,213 : INFO : EPOCH 9 - PROGRESS: at 66.18% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:49,234 : INFO : EPOCH 9 - PROGRESS: at 66.29% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:50,310 : INFO : EPOCH 9 - PROGRESS: at 66.43% examples, 208524 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:51,320 : INFO : EPOCH 9 - PROGRESS: at 66.54% examples, 208538 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:52,321 : INFO : EPOCH 9 - PROGRESS: at 66.64% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:53,339 : INFO : EPOCH 9 - PROGRESS: at 66.75% examples, 208544 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:54,363 : INFO : EPOCH 9 - PROGRESS: at 66.88% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:55,383 : INFO : EPOCH 9 - PROGRESS: at 66.98% examples, 208540 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:56,403 : INFO : EPOCH 9 - PROGRESS: at 67.10% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:57,414 : INFO : EPOCH 9 - PROGRESS: at 67.23% examples, 208546 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:58,477 : INFO : EPOCH 9 - PROGRESS: at 67.36% examples, 208544 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:18:59,501 : INFO : EPOCH 9 - PROGRESS: at 67.46% examples, 208540 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:00,567 : INFO : EPOCH 9 - PROGRESS: at 67.59% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:01,570 : INFO : EPOCH 9 - PROGRESS: at 67.71% examples, 208560 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:02,582 : INFO : EPOCH 9 - PROGRESS: at 67.80% examples, 208538 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:03,622 : INFO : EPOCH 9 - PROGRESS: at 67.92% examples, 208531 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:19:04,641 : INFO : EPOCH 9 - PROGRESS: at 68.04% examples, 208555 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:05,647 : INFO : EPOCH 9 - PROGRESS: at 68.17% examples, 208549 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:06,680 : INFO : EPOCH 9 - PROGRESS: at 68.28% examples, 208556 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:07,686 : INFO : EPOCH 9 - PROGRESS: at 68.39% examples, 208553 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:08,721 : INFO : EPOCH 9 - PROGRESS: at 68.50% examples, 208554 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:09,766 : INFO : EPOCH 9 - PROGRESS: at 68.62% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:10,791 : INFO : EPOCH 9 - PROGRESS: at 68.74% examples, 208560 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:11,832 : INFO : EPOCH 9 - PROGRESS: at 68.86% examples, 208556 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:12,852 : INFO : EPOCH 9 - PROGRESS: at 68.96% examples, 208562 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:13,867 : INFO : EPOCH 9 - PROGRESS: at 69.05% examples, 208550 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:14,919 : INFO : EPOCH 9 - PROGRESS: at 69.17% examples, 208551 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:16,002 : INFO : EPOCH 9 - PROGRESS: at 69.28% examples, 208554 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:17,067 : INFO : EPOCH 9 - PROGRESS: at 69.41% examples, 208551 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:18,072 : INFO : EPOCH 9 - PROGRESS: at 69.55% examples, 208566 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:19,114 : INFO : EPOCH 9 - PROGRESS: at 69.66% examples, 208560 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:20,180 : INFO : EPOCH 9 - PROGRESS: at 69.77% examples, 208555 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:21,244 : INFO : EPOCH 9 - PROGRESS: at 69.89% examples, 208558 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:22,254 : INFO : EPOCH 9 - PROGRESS: at 70.01% examples, 208566 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:23,278 : INFO : EPOCH 9 - PROGRESS: at 70.12% examples, 208561 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:24,307 : INFO : EPOCH 9 - PROGRESS: at 70.24% examples, 208564 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:25,348 : INFO : EPOCH 9 - PROGRESS: at 70.34% examples, 208566 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:26,350 : INFO : EPOCH 9 - PROGRESS: at 70.46% examples, 208569 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:27,409 : INFO : EPOCH 9 - PROGRESS: at 70.59% examples, 208562 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:28,456 : INFO : EPOCH 9 - PROGRESS: at 70.72% examples, 208568 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:29,542 : INFO : EPOCH 9 - PROGRESS: at 70.84% examples, 208563 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:30,548 : INFO : EPOCH 9 - PROGRESS: at 70.94% examples, 208577 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:31,562 : INFO : EPOCH 9 - PROGRESS: at 71.06% examples, 208576 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:32,575 : INFO : EPOCH 9 - PROGRESS: at 71.19% examples, 208583 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:33,595 : INFO : EPOCH 9 - PROGRESS: at 71.30% examples, 208583 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:34,601 : INFO : EPOCH 9 - PROGRESS: at 71.37% examples, 208579 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:19:35,646 : INFO : EPOCH 9 - PROGRESS: at 71.50% examples, 208572 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:36,669 : INFO : EPOCH 9 - PROGRESS: at 71.61% examples, 208568 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:37,733 : INFO : EPOCH 9 - PROGRESS: at 71.73% examples, 208579 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:38,757 : INFO : EPOCH 9 - PROGRESS: at 71.85% examples, 208570 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:39,772 : INFO : EPOCH 9 - PROGRESS: at 71.98% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:40,780 : INFO : EPOCH 9 - PROGRESS: at 72.09% examples, 208574 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:41,814 : INFO : EPOCH 9 - PROGRESS: at 72.19% examples, 208583 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:19:42,821 : INFO : EPOCH 9 - PROGRESS: at 72.33% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:43,902 : INFO : EPOCH 9 - PROGRESS: at 72.44% examples, 208574 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:44,920 : INFO : EPOCH 9 - PROGRESS: at 72.54% examples, 208583 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:45,954 : INFO : EPOCH 9 - PROGRESS: at 72.66% examples, 208573 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:19:46,962 : INFO : EPOCH 9 - PROGRESS: at 72.79% examples, 208577 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:47,982 : INFO : EPOCH 9 - PROGRESS: at 72.91% examples, 208587 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:49,006 : INFO : EPOCH 9 - PROGRESS: at 73.03% examples, 208581 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:50,013 : INFO : EPOCH 9 - PROGRESS: at 73.15% examples, 208583 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:51,019 : INFO : EPOCH 9 - PROGRESS: at 73.26% examples, 208596 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:52,046 : INFO : EPOCH 9 - PROGRESS: at 73.40% examples, 208588 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:53,069 : INFO : EPOCH 9 - PROGRESS: at 73.51% examples, 208579 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:54,135 : INFO : EPOCH 9 - PROGRESS: at 73.64% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:55,145 : INFO : EPOCH 9 - PROGRESS: at 73.74% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:56,185 : INFO : EPOCH 9 - PROGRESS: at 73.84% examples, 208581 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:19:57,191 : INFO : EPOCH 9 - PROGRESS: at 73.96% examples, 208591 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:19:58,235 : INFO : EPOCH 9 - PROGRESS: at 74.08% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:19:59,266 : INFO : EPOCH 9 - PROGRESS: at 74.18% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:00,325 : INFO : EPOCH 9 - PROGRESS: at 74.29% examples, 208587 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:01,327 : INFO : EPOCH 9 - PROGRESS: at 74.41% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:02,360 : INFO : EPOCH 9 - PROGRESS: at 74.53% examples, 208588 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:03,377 : INFO : EPOCH 9 - PROGRESS: at 74.65% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:04,398 : INFO : EPOCH 9 - PROGRESS: at 74.77% examples, 208587 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:05,407 : INFO : EPOCH 9 - PROGRESS: at 74.88% examples, 208585 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:06,437 : INFO : EPOCH 9 - PROGRESS: at 75.00% examples, 208588 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:07,476 : INFO : EPOCH 9 - PROGRESS: at 75.12% examples, 208590 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:08,566 : INFO : EPOCH 9 - PROGRESS: at 75.22% examples, 208581 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:09,643 : INFO : EPOCH 9 - PROGRESS: at 75.35% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:10,682 : INFO : EPOCH 9 - PROGRESS: at 75.47% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:11,719 : INFO : EPOCH 9 - PROGRESS: at 75.59% examples, 208596 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:12,786 : INFO : EPOCH 9 - PROGRESS: at 75.73% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:13,796 : INFO : EPOCH 9 - PROGRESS: at 75.83% examples, 208605 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:14,797 : INFO : EPOCH 9 - PROGRESS: at 75.94% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:15,839 : INFO : EPOCH 9 - PROGRESS: at 76.06% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:16,872 : INFO : EPOCH 9 - PROGRESS: at 76.18% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:17,953 : INFO : EPOCH 9 - PROGRESS: at 76.29% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:18,965 : INFO : EPOCH 9 - PROGRESS: at 76.44% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:20,018 : INFO : EPOCH 9 - PROGRESS: at 76.54% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:21,051 : INFO : EPOCH 9 - PROGRESS: at 76.64% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:22,073 : INFO : EPOCH 9 - PROGRESS: at 76.76% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:23,090 : INFO : EPOCH 9 - PROGRESS: at 76.88% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:24,111 : INFO : EPOCH 9 - PROGRESS: at 76.99% examples, 208581 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:25,189 : INFO : EPOCH 9 - PROGRESS: at 77.09% examples, 208581 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:26,209 : INFO : EPOCH 9 - PROGRESS: at 77.21% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:27,274 : INFO : EPOCH 9 - PROGRESS: at 77.32% examples, 208590 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:28,293 : INFO : EPOCH 9 - PROGRESS: at 77.44% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:29,303 : INFO : EPOCH 9 - PROGRESS: at 77.55% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:30,306 : INFO : EPOCH 9 - PROGRESS: at 77.66% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:31,330 : INFO : EPOCH 9 - PROGRESS: at 77.76% examples, 208582 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:32,381 : INFO : EPOCH 9 - PROGRESS: at 77.88% examples, 208588 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:33,403 : INFO : EPOCH 9 - PROGRESS: at 78.00% examples, 208592 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:20:34,421 : INFO : EPOCH 9 - PROGRESS: at 78.12% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:35,450 : INFO : EPOCH 9 - PROGRESS: at 78.24% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:36,481 : INFO : EPOCH 9 - PROGRESS: at 78.36% examples, 208594 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:37,488 : INFO : EPOCH 9 - PROGRESS: at 78.48% examples, 208608 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:38,519 : INFO : EPOCH 9 - PROGRESS: at 78.60% examples, 208592 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:39,540 : INFO : EPOCH 9 - PROGRESS: at 78.72% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:40,588 : INFO : EPOCH 9 - PROGRESS: at 78.84% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:41,612 : INFO : EPOCH 9 - PROGRESS: at 78.96% examples, 208597 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:42,644 : INFO : EPOCH 9 - PROGRESS: at 79.09% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:43,658 : INFO : EPOCH 9 - PROGRESS: at 79.21% examples, 208598 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:44,685 : INFO : EPOCH 9 - PROGRESS: at 79.34% examples, 208608 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:45,695 : INFO : EPOCH 9 - PROGRESS: at 79.44% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:46,698 : INFO : EPOCH 9 - PROGRESS: at 79.56% examples, 208605 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:47,716 : INFO : EPOCH 9 - PROGRESS: at 79.67% examples, 208606 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:48,735 : INFO : EPOCH 9 - PROGRESS: at 79.78% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:49,746 : INFO : EPOCH 9 - PROGRESS: at 79.90% examples, 208609 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:50,750 : INFO : EPOCH 9 - PROGRESS: at 80.01% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:51,754 : INFO : EPOCH 9 - PROGRESS: at 80.14% examples, 208614 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:52,782 : INFO : EPOCH 9 - PROGRESS: at 80.24% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:53,897 : INFO : EPOCH 9 - PROGRESS: at 80.33% examples, 208596 words/s, in_qsize 7, out_qsize 1
2020-07-17 02:20:54,921 : INFO : EPOCH 9 - PROGRESS: at 80.45% examples, 208598 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:20:55,959 : INFO : EPOCH 9 - PROGRESS: at 80.56% examples, 208590 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:56,966 : INFO : EPOCH 9 - PROGRESS: at 80.68% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:58,001 : INFO : EPOCH 9 - PROGRESS: at 80.79% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:20:59,075 : INFO : EPOCH 9 - PROGRESS: at 80.91% examples, 208559 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:21:00,080 : INFO : EPOCH 9 - PROGRESS: at 81.01% examples, 208572 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:01,177 : INFO : EPOCH 9 - PROGRESS: at 81.10% examples, 208510 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:02,217 : INFO : EPOCH 9 - PROGRESS: at 81.21% examples, 208464 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:03,287 : INFO : EPOCH 9 - PROGRESS: at 81.33% examples, 208454 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:04,300 : INFO : EPOCH 9 - PROGRESS: at 81.46% examples, 208465 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:05,307 : INFO : EPOCH 9 - PROGRESS: at 81.55% examples, 208455 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:06,309 : INFO : EPOCH 9 - PROGRESS: at 81.67% examples, 208469 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:07,332 : INFO : EPOCH 9 - PROGRESS: at 81.77% examples, 208464 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:08,343 : INFO : EPOCH 9 - PROGRESS: at 81.87% examples, 208460 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:09,434 : INFO : EPOCH 9 - PROGRESS: at 82.01% examples, 208457 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:10,473 : INFO : EPOCH 9 - PROGRESS: at 82.15% examples, 208467 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:11,482 : INFO : EPOCH 9 - PROGRESS: at 82.26% examples, 208466 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:12,512 : INFO : EPOCH 9 - PROGRESS: at 82.38% examples, 208464 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:13,543 : INFO : EPOCH 9 - PROGRESS: at 82.49% examples, 208468 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:14,567 : INFO : EPOCH 9 - PROGRESS: at 82.64% examples, 208472 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:15,598 : INFO : EPOCH 9 - PROGRESS: at 82.75% examples, 208468 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:16,606 : INFO : EPOCH 9 - PROGRESS: at 82.87% examples, 208470 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:17,606 : INFO : EPOCH 9 - PROGRESS: at 82.97% examples, 208476 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:18,632 : INFO : EPOCH 9 - PROGRESS: at 83.07% examples, 208468 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:19,691 : INFO : EPOCH 9 - PROGRESS: at 83.19% examples, 208468 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:20,691 : INFO : EPOCH 9 - PROGRESS: at 83.30% examples, 208472 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:21,712 : INFO : EPOCH 9 - PROGRESS: at 83.39% examples, 208471 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:21:22,713 : INFO : EPOCH 9 - PROGRESS: at 83.51% examples, 208480 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:23,752 : INFO : EPOCH 9 - PROGRESS: at 83.64% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:24,767 : INFO : EPOCH 9 - PROGRESS: at 83.77% examples, 208478 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:25,811 : INFO : EPOCH 9 - PROGRESS: at 83.87% examples, 208472 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:26,870 : INFO : EPOCH 9 - PROGRESS: at 83.98% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:27,925 : INFO : EPOCH 9 - PROGRESS: at 84.10% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:28,960 : INFO : EPOCH 9 - PROGRESS: at 84.20% examples, 208476 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:29,963 : INFO : EPOCH 9 - PROGRESS: at 84.31% examples, 208475 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:30,967 : INFO : EPOCH 9 - PROGRESS: at 84.43% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:31,976 : INFO : EPOCH 9 - PROGRESS: at 84.54% examples, 208476 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:33,009 : INFO : EPOCH 9 - PROGRESS: at 84.66% examples, 208476 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:34,058 : INFO : EPOCH 9 - PROGRESS: at 84.78% examples, 208476 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:35,062 : INFO : EPOCH 9 - PROGRESS: at 84.88% examples, 208480 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:36,070 : INFO : EPOCH 9 - PROGRESS: at 84.99% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:37,089 : INFO : EPOCH 9 - PROGRESS: at 85.09% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:38,155 : INFO : EPOCH 9 - PROGRESS: at 85.22% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:39,174 : INFO : EPOCH 9 - PROGRESS: at 85.33% examples, 208487 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:40,184 : INFO : EPOCH 9 - PROGRESS: at 85.45% examples, 208485 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:41,196 : INFO : EPOCH 9 - PROGRESS: at 85.58% examples, 208488 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:42,205 : INFO : EPOCH 9 - PROGRESS: at 85.70% examples, 208486 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:43,210 : INFO : EPOCH 9 - PROGRESS: at 85.81% examples, 208486 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:44,216 : INFO : EPOCH 9 - PROGRESS: at 85.94% examples, 208492 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:45,303 : INFO : EPOCH 9 - PROGRESS: at 86.06% examples, 208483 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:46,314 : INFO : EPOCH 9 - PROGRESS: at 86.17% examples, 208487 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:47,351 : INFO : EPOCH 9 - PROGRESS: at 86.27% examples, 208486 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:48,374 : INFO : EPOCH 9 - PROGRESS: at 86.37% examples, 208496 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:49,399 : INFO : EPOCH 9 - PROGRESS: at 86.47% examples, 208488 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:50,433 : INFO : EPOCH 9 - PROGRESS: at 86.58% examples, 208492 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:21:51,474 : INFO : EPOCH 9 - PROGRESS: at 86.70% examples, 208493 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:52,478 : INFO : EPOCH 9 - PROGRESS: at 86.81% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:53,507 : INFO : EPOCH 9 - PROGRESS: at 86.92% examples, 208499 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:54,513 : INFO : EPOCH 9 - PROGRESS: at 87.04% examples, 208505 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:55,519 : INFO : EPOCH 9 - PROGRESS: at 87.15% examples, 208498 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:56,536 : INFO : EPOCH 9 - PROGRESS: at 87.25% examples, 208497 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:57,540 : INFO : EPOCH 9 - PROGRESS: at 87.36% examples, 208495 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:58,554 : INFO : EPOCH 9 - PROGRESS: at 87.48% examples, 208496 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:21:59,585 : INFO : EPOCH 9 - PROGRESS: at 87.60% examples, 208499 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:00,604 : INFO : EPOCH 9 - PROGRESS: at 87.70% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:01,642 : INFO : EPOCH 9 - PROGRESS: at 87.80% examples, 208505 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:02,695 : INFO : EPOCH 9 - PROGRESS: at 87.91% examples, 208499 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:03,730 : INFO : EPOCH 9 - PROGRESS: at 88.04% examples, 208504 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:04,773 : INFO : EPOCH 9 - PROGRESS: at 88.17% examples, 208496 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:05,780 : INFO : EPOCH 9 - PROGRESS: at 88.29% examples, 208495 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:06,840 : INFO : EPOCH 9 - PROGRESS: at 88.40% examples, 208500 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:07,875 : INFO : EPOCH 9 - PROGRESS: at 88.53% examples, 208501 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:08,878 : INFO : EPOCH 9 - PROGRESS: at 88.63% examples, 208506 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:09,933 : INFO : EPOCH 9 - PROGRESS: at 88.75% examples, 208499 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:10,978 : INFO : EPOCH 9 - PROGRESS: at 88.86% examples, 208499 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:12,004 : INFO : EPOCH 9 - PROGRESS: at 88.97% examples, 208505 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:13,044 : INFO : EPOCH 9 - PROGRESS: at 89.10% examples, 208504 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:14,048 : INFO : EPOCH 9 - PROGRESS: at 89.20% examples, 208501 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:15,056 : INFO : EPOCH 9 - PROGRESS: at 89.30% examples, 208508 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:16,057 : INFO : EPOCH 9 - PROGRESS: at 89.44% examples, 208516 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:17,090 : INFO : EPOCH 9 - PROGRESS: at 89.55% examples, 208507 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:18,111 : INFO : EPOCH 9 - PROGRESS: at 89.64% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:19,123 : INFO : EPOCH 9 - PROGRESS: at 89.73% examples, 208506 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:20,177 : INFO : EPOCH 9 - PROGRESS: at 89.86% examples, 208499 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:22:21,190 : INFO : EPOCH 9 - PROGRESS: at 89.97% examples, 208504 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:22,273 : INFO : EPOCH 9 - PROGRESS: at 90.07% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:23,283 : INFO : EPOCH 9 - PROGRESS: at 90.20% examples, 208506 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:24,301 : INFO : EPOCH 9 - PROGRESS: at 90.31% examples, 208504 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:25,347 : INFO : EPOCH 9 - PROGRESS: at 90.43% examples, 208507 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:26,362 : INFO : EPOCH 9 - PROGRESS: at 90.54% examples, 208506 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:27,369 : INFO : EPOCH 9 - PROGRESS: at 90.66% examples, 208506 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:28,373 : INFO : EPOCH 9 - PROGRESS: at 90.77% examples, 208508 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:29,394 : INFO : EPOCH 9 - PROGRESS: at 90.90% examples, 208509 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:30,415 : INFO : EPOCH 9 - PROGRESS: at 90.99% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:31,433 : INFO : EPOCH 9 - PROGRESS: at 91.10% examples, 208505 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:32,484 : INFO : EPOCH 9 - PROGRESS: at 91.22% examples, 208505 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:22:33,512 : INFO : EPOCH 9 - PROGRESS: at 91.34% examples, 208504 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:34,518 : INFO : EPOCH 9 - PROGRESS: at 91.45% examples, 208509 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:35,537 : INFO : EPOCH 9 - PROGRESS: at 91.55% examples, 208515 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:22:36,583 : INFO : EPOCH 9 - PROGRESS: at 91.67% examples, 208509 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:37,636 : INFO : EPOCH 9 - PROGRESS: at 91.77% examples, 208507 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:38,670 : INFO : EPOCH 9 - PROGRESS: at 91.89% examples, 208516 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:39,707 : INFO : EPOCH 9 - PROGRESS: at 91.99% examples, 208511 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:40,712 : INFO : EPOCH 9 - PROGRESS: at 92.12% examples, 208511 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:41,745 : INFO : EPOCH 9 - PROGRESS: at 92.26% examples, 208516 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:42,785 : INFO : EPOCH 9 - PROGRESS: at 92.37% examples, 208516 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:43,821 : INFO : EPOCH 9 - PROGRESS: at 92.47% examples, 208512 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:44,855 : INFO : EPOCH 9 - PROGRESS: at 92.59% examples, 208516 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:45,911 : INFO : EPOCH 9 - PROGRESS: at 92.70% examples, 208513 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:46,912 : INFO : EPOCH 9 - PROGRESS: at 92.82% examples, 208519 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:47,916 : INFO : EPOCH 9 - PROGRESS: at 92.91% examples, 208522 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:48,961 : INFO : EPOCH 9 - PROGRESS: at 93.02% examples, 208516 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:50,006 : INFO : EPOCH 9 - PROGRESS: at 93.14% examples, 208517 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:51,081 : INFO : EPOCH 9 - PROGRESS: at 93.25% examples, 208507 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:52,088 : INFO : EPOCH 9 - PROGRESS: at 93.36% examples, 208521 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:53,091 : INFO : EPOCH 9 - PROGRESS: at 93.49% examples, 208523 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:54,101 : INFO : EPOCH 9 - PROGRESS: at 93.60% examples, 208510 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:55,130 : INFO : EPOCH 9 - PROGRESS: at 93.71% examples, 208517 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:22:56,138 : INFO : EPOCH 9 - PROGRESS: at 93.81% examples, 208522 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:57,142 : INFO : EPOCH 9 - PROGRESS: at 93.92% examples, 208521 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:58,174 : INFO : EPOCH 9 - PROGRESS: at 94.05% examples, 208519 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:22:59,201 : INFO : EPOCH 9 - PROGRESS: at 94.18% examples, 208513 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:00,202 : INFO : EPOCH 9 - PROGRESS: at 94.30% examples, 208520 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:01,206 : INFO : EPOCH 9 - PROGRESS: at 94.41% examples, 208523 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:02,289 : INFO : EPOCH 9 - PROGRESS: at 94.53% examples, 208516 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:03,321 : INFO : EPOCH 9 - PROGRESS: at 94.64% examples, 208523 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:04,346 : INFO : EPOCH 9 - PROGRESS: at 94.76% examples, 208524 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:05,377 : INFO : EPOCH 9 - PROGRESS: at 94.88% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:06,420 : INFO : EPOCH 9 - PROGRESS: at 94.97% examples, 208524 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:07,432 : INFO : EPOCH 9 - PROGRESS: at 95.08% examples, 208525 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:08,448 : INFO : EPOCH 9 - PROGRESS: at 95.19% examples, 208526 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:09,458 : INFO : EPOCH 9 - PROGRESS: at 95.28% examples, 208528 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:10,481 : INFO : EPOCH 9 - PROGRESS: at 95.39% examples, 208524 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:11,494 : INFO : EPOCH 9 - PROGRESS: at 95.51% examples, 208520 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:12,497 : INFO : EPOCH 9 - PROGRESS: at 95.64% examples, 208528 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:13,499 : INFO : EPOCH 9 - PROGRESS: at 95.75% examples, 208533 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:14,543 : INFO : EPOCH 9 - PROGRESS: at 95.87% examples, 208527 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:15,573 : INFO : EPOCH 9 - PROGRESS: at 95.99% examples, 208531 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:16,590 : INFO : EPOCH 9 - PROGRESS: at 96.10% examples, 208532 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:23:17,629 : INFO : EPOCH 9 - PROGRESS: at 96.21% examples, 208534 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:18,645 : INFO : EPOCH 9 - PROGRESS: at 96.33% examples, 208525 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:19,661 : INFO : EPOCH 9 - PROGRESS: at 96.45% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:20,695 : INFO : EPOCH 9 - PROGRESS: at 96.57% examples, 208535 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:21,745 : INFO : EPOCH 9 - PROGRESS: at 96.69% examples, 208530 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:22,810 : INFO : EPOCH 9 - PROGRESS: at 96.81% examples, 208531 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:23,817 : INFO : EPOCH 9 - PROGRESS: at 96.91% examples, 208529 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:23:24,817 : INFO : EPOCH 9 - PROGRESS: at 97.02% examples, 208545 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:25,840 : INFO : EPOCH 9 - PROGRESS: at 97.14% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:26,840 : INFO : EPOCH 9 - PROGRESS: at 97.25% examples, 208536 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:27,917 : INFO : EPOCH 9 - PROGRESS: at 97.37% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:28,968 : INFO : EPOCH 9 - PROGRESS: at 97.49% examples, 208529 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:30,000 : INFO : EPOCH 9 - PROGRESS: at 97.62% examples, 208528 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:23:31,074 : INFO : EPOCH 9 - PROGRESS: at 97.75% examples, 208533 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:32,090 : INFO : EPOCH 9 - PROGRESS: at 97.85% examples, 208538 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:33,092 : INFO : EPOCH 9 - PROGRESS: at 97.96% examples, 208543 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:34,105 : INFO : EPOCH 9 - PROGRESS: at 98.08% examples, 208539 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:35,108 : INFO : EPOCH 9 - PROGRESS: at 98.18% examples, 208531 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:36,150 : INFO : EPOCH 9 - PROGRESS: at 98.30% examples, 208543 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:37,197 : INFO : EPOCH 9 - PROGRESS: at 98.40% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:38,201 : INFO : EPOCH 9 - PROGRESS: at 98.51% examples, 208543 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:39,239 : INFO : EPOCH 9 - PROGRESS: at 98.63% examples, 208543 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:40,260 : INFO : EPOCH 9 - PROGRESS: at 98.76% examples, 208544 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:41,337 : INFO : EPOCH 9 - PROGRESS: at 98.86% examples, 208536 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:23:42,342 : INFO : EPOCH 9 - PROGRESS: at 98.96% examples, 208547 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:43,367 : INFO : EPOCH 9 - PROGRESS: at 99.07% examples, 208538 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:23:44,407 : INFO : EPOCH 9 - PROGRESS: at 99.20% examples, 208541 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:45,460 : INFO : EPOCH 9 - PROGRESS: at 99.31% examples, 208538 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:46,461 : INFO : EPOCH 9 - PROGRESS: at 99.43% examples, 208547 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:23:47,469 : INFO : EPOCH 9 - PROGRESS: at 99.52% examples, 208549 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:48,522 : INFO : EPOCH 9 - PROGRESS: at 99.63% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:49,597 : INFO : EPOCH 9 - PROGRESS: at 99.73% examples, 208542 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:50,636 : INFO : EPOCH 9 - PROGRESS: at 99.86% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:51,639 : INFO : EPOCH 9 - PROGRESS: at 99.97% examples, 208556 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:51,887 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 02:23:51,905 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 02:23:51,914 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 02:23:51,923 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 02:23:51,924 : INFO : EPOCH - 9 : training on 248038538 raw words (187741161 effective words) took 900.2s, 208559 effective words/s
2020-07-17 02:23:52,963 : INFO : EPOCH 10 - PROGRESS: at 0.11% examples, 193913 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:53,980 : INFO : EPOCH 10 - PROGRESS: at 0.22% examples, 202258 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:55,003 : INFO : EPOCH 10 - PROGRESS: at 0.33% examples, 204831 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:56,022 : INFO : EPOCH 10 - PROGRESS: at 0.43% examples, 206450 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:57,028 : INFO : EPOCH 10 - PROGRESS: at 0.55% examples, 206803 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:58,085 : INFO : EPOCH 10 - PROGRESS: at 0.65% examples, 206407 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:23:59,102 : INFO : EPOCH 10 - PROGRESS: at 0.75% examples, 206883 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:00,116 : INFO : EPOCH 10 - PROGRESS: at 0.86% examples, 207511 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:01,118 : INFO : EPOCH 10 - PROGRESS: at 0.97% examples, 207154 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:02,121 : INFO : EPOCH 10 - PROGRESS: at 1.10% examples, 207523 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:03,123 : INFO : EPOCH 10 - PROGRESS: at 1.21% examples, 208360 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:04,182 : INFO : EPOCH 10 - PROGRESS: at 1.32% examples, 207709 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:24:05,214 : INFO : EPOCH 10 - PROGRESS: at 1.43% examples, 208414 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:06,240 : INFO : EPOCH 10 - PROGRESS: at 1.55% examples, 208191 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:07,286 : INFO : EPOCH 10 - PROGRESS: at 1.66% examples, 208333 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:24:08,291 : INFO : EPOCH 10 - PROGRESS: at 1.79% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:09,353 : INFO : EPOCH 10 - PROGRESS: at 1.89% examples, 208266 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:10,379 : INFO : EPOCH 10 - PROGRESS: at 2.00% examples, 208491 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:11,407 : INFO : EPOCH 10 - PROGRESS: at 2.11% examples, 208390 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:12,415 : INFO : EPOCH 10 - PROGRESS: at 2.23% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:13,470 : INFO : EPOCH 10 - PROGRESS: at 2.33% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:14,530 : INFO : EPOCH 10 - PROGRESS: at 2.45% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:15,546 : INFO : EPOCH 10 - PROGRESS: at 2.58% examples, 208851 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:16,581 : INFO : EPOCH 10 - PROGRESS: at 2.70% examples, 208864 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:17,597 : INFO : EPOCH 10 - PROGRESS: at 2.80% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:18,640 : INFO : EPOCH 10 - PROGRESS: at 2.91% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:19,644 : INFO : EPOCH 10 - PROGRESS: at 3.03% examples, 208928 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:20,659 : INFO : EPOCH 10 - PROGRESS: at 3.14% examples, 209100 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:21,700 : INFO : EPOCH 10 - PROGRESS: at 3.25% examples, 208701 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:24:22,719 : INFO : EPOCH 10 - PROGRESS: at 3.36% examples, 208672 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:23,751 : INFO : EPOCH 10 - PROGRESS: at 3.48% examples, 208835 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:24,783 : INFO : EPOCH 10 - PROGRESS: at 3.61% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:25,800 : INFO : EPOCH 10 - PROGRESS: at 3.71% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:26,814 : INFO : EPOCH 10 - PROGRESS: at 3.82% examples, 209040 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:27,837 : INFO : EPOCH 10 - PROGRESS: at 3.93% examples, 208864 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:28,872 : INFO : EPOCH 10 - PROGRESS: at 4.04% examples, 208872 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:29,904 : INFO : EPOCH 10 - PROGRESS: at 4.16% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:30,981 : INFO : EPOCH 10 - PROGRESS: at 4.27% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:31,983 : INFO : EPOCH 10 - PROGRESS: at 4.39% examples, 209101 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:33,016 : INFO : EPOCH 10 - PROGRESS: at 4.49% examples, 209040 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:34,017 : INFO : EPOCH 10 - PROGRESS: at 4.62% examples, 209131 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:35,099 : INFO : EPOCH 10 - PROGRESS: at 4.73% examples, 208885 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:36,104 : INFO : EPOCH 10 - PROGRESS: at 4.84% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:37,195 : INFO : EPOCH 10 - PROGRESS: at 4.96% examples, 208804 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:24:38,256 : INFO : EPOCH 10 - PROGRESS: at 5.08% examples, 208757 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:24:39,257 : INFO : EPOCH 10 - PROGRESS: at 5.20% examples, 208835 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:40,276 : INFO : EPOCH 10 - PROGRESS: at 5.33% examples, 208962 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:41,279 : INFO : EPOCH 10 - PROGRESS: at 5.45% examples, 208954 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:42,319 : INFO : EPOCH 10 - PROGRESS: at 5.58% examples, 208890 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:43,399 : INFO : EPOCH 10 - PROGRESS: at 5.70% examples, 208849 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:44,403 : INFO : EPOCH 10 - PROGRESS: at 5.82% examples, 209038 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:45,449 : INFO : EPOCH 10 - PROGRESS: at 5.93% examples, 209008 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:46,459 : INFO : EPOCH 10 - PROGRESS: at 6.05% examples, 209074 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:47,523 : INFO : EPOCH 10 - PROGRESS: at 6.16% examples, 208929 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:48,524 : INFO : EPOCH 10 - PROGRESS: at 6.27% examples, 209022 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:49,559 : INFO : EPOCH 10 - PROGRESS: at 6.36% examples, 208920 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:50,573 : INFO : EPOCH 10 - PROGRESS: at 6.49% examples, 209050 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:51,574 : INFO : EPOCH 10 - PROGRESS: at 6.60% examples, 208975 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:52,583 : INFO : EPOCH 10 - PROGRESS: at 6.71% examples, 208943 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:53,649 : INFO : EPOCH 10 - PROGRESS: at 6.83% examples, 208969 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:54,700 : INFO : EPOCH 10 - PROGRESS: at 6.94% examples, 209016 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:55,735 : INFO : EPOCH 10 - PROGRESS: at 7.06% examples, 209061 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:56,741 : INFO : EPOCH 10 - PROGRESS: at 7.19% examples, 209034 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:57,804 : INFO : EPOCH 10 - PROGRESS: at 7.30% examples, 208956 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:58,807 : INFO : EPOCH 10 - PROGRESS: at 7.41% examples, 209028 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:24:59,811 : INFO : EPOCH 10 - PROGRESS: at 7.52% examples, 209020 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:25:00,848 : INFO : EPOCH 10 - PROGRESS: at 7.64% examples, 208985 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:01,880 : INFO : EPOCH 10 - PROGRESS: at 7.74% examples, 208961 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:02,912 : INFO : EPOCH 10 - PROGRESS: at 7.85% examples, 208921 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:03,929 : INFO : EPOCH 10 - PROGRESS: at 7.98% examples, 209073 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:04,959 : INFO : EPOCH 10 - PROGRESS: at 8.09% examples, 208992 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:05,977 : INFO : EPOCH 10 - PROGRESS: at 8.20% examples, 209056 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:07,006 : INFO : EPOCH 10 - PROGRESS: at 8.32% examples, 209013 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:08,027 : INFO : EPOCH 10 - PROGRESS: at 8.42% examples, 209014 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:09,086 : INFO : EPOCH 10 - PROGRESS: at 8.54% examples, 209060 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:10,108 : INFO : EPOCH 10 - PROGRESS: at 8.65% examples, 209069 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:11,116 : INFO : EPOCH 10 - PROGRESS: at 8.77% examples, 209130 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:12,203 : INFO : EPOCH 10 - PROGRESS: at 8.89% examples, 209002 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:13,231 : INFO : EPOCH 10 - PROGRESS: at 8.99% examples, 209065 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:14,283 : INFO : EPOCH 10 - PROGRESS: at 9.11% examples, 208991 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:15,299 : INFO : EPOCH 10 - PROGRESS: at 9.22% examples, 209020 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:16,350 : INFO : EPOCH 10 - PROGRESS: at 9.33% examples, 209064 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:25:17,415 : INFO : EPOCH 10 - PROGRESS: at 9.46% examples, 209090 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:18,428 : INFO : EPOCH 10 - PROGRESS: at 9.58% examples, 209153 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:19,443 : INFO : EPOCH 10 - PROGRESS: at 9.71% examples, 209116 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:20,450 : INFO : EPOCH 10 - PROGRESS: at 9.83% examples, 209148 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:21,476 : INFO : EPOCH 10 - PROGRESS: at 9.95% examples, 209159 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:22,497 : INFO : EPOCH 10 - PROGRESS: at 10.06% examples, 209123 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:23,497 : INFO : EPOCH 10 - PROGRESS: at 10.19% examples, 209179 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:24,537 : INFO : EPOCH 10 - PROGRESS: at 10.31% examples, 209099 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:25,553 : INFO : EPOCH 10 - PROGRESS: at 10.44% examples, 209167 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:26,555 : INFO : EPOCH 10 - PROGRESS: at 10.54% examples, 209133 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:27,567 : INFO : EPOCH 10 - PROGRESS: at 10.65% examples, 209070 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:28,573 : INFO : EPOCH 10 - PROGRESS: at 10.76% examples, 208993 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:29,593 : INFO : EPOCH 10 - PROGRESS: at 10.88% examples, 208976 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:30,600 : INFO : EPOCH 10 - PROGRESS: at 10.98% examples, 208882 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:31,612 : INFO : EPOCH 10 - PROGRESS: at 11.09% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:32,626 : INFO : EPOCH 10 - PROGRESS: at 11.18% examples, 208398 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:33,630 : INFO : EPOCH 10 - PROGRESS: at 11.27% examples, 208085 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:34,640 : INFO : EPOCH 10 - PROGRESS: at 11.39% examples, 208033 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:35,664 : INFO : EPOCH 10 - PROGRESS: at 11.51% examples, 208124 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:36,674 : INFO : EPOCH 10 - PROGRESS: at 11.62% examples, 208114 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:37,743 : INFO : EPOCH 10 - PROGRESS: at 11.73% examples, 208078 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:38,771 : INFO : EPOCH 10 - PROGRESS: at 11.88% examples, 208175 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:39,785 : INFO : EPOCH 10 - PROGRESS: at 11.98% examples, 208142 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:40,786 : INFO : EPOCH 10 - PROGRESS: at 12.10% examples, 208211 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:41,858 : INFO : EPOCH 10 - PROGRESS: at 12.21% examples, 208111 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:42,867 : INFO : EPOCH 10 - PROGRESS: at 12.33% examples, 208201 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:43,961 : INFO : EPOCH 10 - PROGRESS: at 12.46% examples, 208108 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:45,019 : INFO : EPOCH 10 - PROGRESS: at 12.58% examples, 208164 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:46,028 : INFO : EPOCH 10 - PROGRESS: at 12.70% examples, 208235 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:47,055 : INFO : EPOCH 10 - PROGRESS: at 12.81% examples, 208199 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:25:48,059 : INFO : EPOCH 10 - PROGRESS: at 12.91% examples, 208227 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:49,089 : INFO : EPOCH 10 - PROGRESS: at 13.03% examples, 208211 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:25:50,188 : INFO : EPOCH 10 - PROGRESS: at 13.16% examples, 208173 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:51,225 : INFO : EPOCH 10 - PROGRESS: at 13.28% examples, 208199 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:52,268 : INFO : EPOCH 10 - PROGRESS: at 13.38% examples, 208204 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:53,288 : INFO : EPOCH 10 - PROGRESS: at 13.49% examples, 208252 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:25:54,308 : INFO : EPOCH 10 - PROGRESS: at 13.61% examples, 208250 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:55,316 : INFO : EPOCH 10 - PROGRESS: at 13.73% examples, 208326 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:56,328 : INFO : EPOCH 10 - PROGRESS: at 13.85% examples, 208279 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:57,335 : INFO : EPOCH 10 - PROGRESS: at 13.96% examples, 208334 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:58,343 : INFO : EPOCH 10 - PROGRESS: at 14.08% examples, 208348 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:25:59,354 : INFO : EPOCH 10 - PROGRESS: at 14.18% examples, 208359 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:00,406 : INFO : EPOCH 10 - PROGRESS: at 14.29% examples, 208302 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:01,409 : INFO : EPOCH 10 - PROGRESS: at 14.41% examples, 208326 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:02,424 : INFO : EPOCH 10 - PROGRESS: at 14.55% examples, 208344 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:03,467 : INFO : EPOCH 10 - PROGRESS: at 14.64% examples, 208313 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:04,488 : INFO : EPOCH 10 - PROGRESS: at 14.76% examples, 208379 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:05,523 : INFO : EPOCH 10 - PROGRESS: at 14.90% examples, 208361 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:06,544 : INFO : EPOCH 10 - PROGRESS: at 15.01% examples, 208382 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:07,579 : INFO : EPOCH 10 - PROGRESS: at 15.11% examples, 208336 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:08,600 : INFO : EPOCH 10 - PROGRESS: at 15.21% examples, 208383 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:09,605 : INFO : EPOCH 10 - PROGRESS: at 15.31% examples, 208423 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:10,605 : INFO : EPOCH 10 - PROGRESS: at 15.42% examples, 208357 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:11,616 : INFO : EPOCH 10 - PROGRESS: at 15.54% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:12,690 : INFO : EPOCH 10 - PROGRESS: at 15.63% examples, 208358 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:13,712 : INFO : EPOCH 10 - PROGRESS: at 15.74% examples, 208374 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:26:14,763 : INFO : EPOCH 10 - PROGRESS: at 15.87% examples, 208396 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:15,767 : INFO : EPOCH 10 - PROGRESS: at 15.98% examples, 208431 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:16,778 : INFO : EPOCH 10 - PROGRESS: at 16.08% examples, 208406 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:17,805 : INFO : EPOCH 10 - PROGRESS: at 16.19% examples, 208404 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:18,833 : INFO : EPOCH 10 - PROGRESS: at 16.31% examples, 208420 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:19,835 : INFO : EPOCH 10 - PROGRESS: at 16.43% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:20,840 : INFO : EPOCH 10 - PROGRESS: at 16.54% examples, 208446 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:21,863 : INFO : EPOCH 10 - PROGRESS: at 16.66% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:22,867 : INFO : EPOCH 10 - PROGRESS: at 16.76% examples, 208486 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:23,868 : INFO : EPOCH 10 - PROGRESS: at 16.86% examples, 208474 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:24,934 : INFO : EPOCH 10 - PROGRESS: at 16.97% examples, 208417 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:25,962 : INFO : EPOCH 10 - PROGRESS: at 17.10% examples, 208454 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:26,979 : INFO : EPOCH 10 - PROGRESS: at 17.20% examples, 208467 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:27,992 : INFO : EPOCH 10 - PROGRESS: at 17.32% examples, 208508 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:28,999 : INFO : EPOCH 10 - PROGRESS: at 17.42% examples, 208469 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:26:30,022 : INFO : EPOCH 10 - PROGRESS: at 17.54% examples, 208511 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:31,087 : INFO : EPOCH 10 - PROGRESS: at 17.66% examples, 208460 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:32,091 : INFO : EPOCH 10 - PROGRESS: at 17.76% examples, 208468 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:33,137 : INFO : EPOCH 10 - PROGRESS: at 17.88% examples, 208501 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:34,151 : INFO : EPOCH 10 - PROGRESS: at 17.99% examples, 208490 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:35,173 : INFO : EPOCH 10 - PROGRESS: at 18.11% examples, 208512 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:36,196 : INFO : EPOCH 10 - PROGRESS: at 18.24% examples, 208515 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:37,216 : INFO : EPOCH 10 - PROGRESS: at 18.35% examples, 208526 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:38,278 : INFO : EPOCH 10 - PROGRESS: at 18.46% examples, 208497 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:39,309 : INFO : EPOCH 10 - PROGRESS: at 18.56% examples, 208501 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:40,327 : INFO : EPOCH 10 - PROGRESS: at 18.66% examples, 208507 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:26:41,332 : INFO : EPOCH 10 - PROGRESS: at 18.77% examples, 208527 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:42,372 : INFO : EPOCH 10 - PROGRESS: at 18.88% examples, 208481 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:43,425 : INFO : EPOCH 10 - PROGRESS: at 19.00% examples, 208520 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:44,447 : INFO : EPOCH 10 - PROGRESS: at 19.10% examples, 208525 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:45,473 : INFO : EPOCH 10 - PROGRESS: at 19.20% examples, 208553 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:46,478 : INFO : EPOCH 10 - PROGRESS: at 19.29% examples, 208566 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:47,513 : INFO : EPOCH 10 - PROGRESS: at 19.41% examples, 208527 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:48,583 : INFO : EPOCH 10 - PROGRESS: at 19.52% examples, 208522 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:49,607 : INFO : EPOCH 10 - PROGRESS: at 19.64% examples, 208552 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:50,622 : INFO : EPOCH 10 - PROGRESS: at 19.77% examples, 208559 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:51,636 : INFO : EPOCH 10 - PROGRESS: at 19.89% examples, 208582 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:52,637 : INFO : EPOCH 10 - PROGRESS: at 20.02% examples, 208564 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:53,643 : INFO : EPOCH 10 - PROGRESS: at 20.13% examples, 208556 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:54,688 : INFO : EPOCH 10 - PROGRESS: at 20.26% examples, 208543 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:55,689 : INFO : EPOCH 10 - PROGRESS: at 20.36% examples, 208548 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:56,700 : INFO : EPOCH 10 - PROGRESS: at 20.47% examples, 208586 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:57,736 : INFO : EPOCH 10 - PROGRESS: at 20.59% examples, 208603 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:58,736 : INFO : EPOCH 10 - PROGRESS: at 20.70% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:26:59,759 : INFO : EPOCH 10 - PROGRESS: at 20.79% examples, 208567 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:00,782 : INFO : EPOCH 10 - PROGRESS: at 20.88% examples, 208577 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:01,855 : INFO : EPOCH 10 - PROGRESS: at 21.00% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:02,869 : INFO : EPOCH 10 - PROGRESS: at 21.12% examples, 208601 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:03,928 : INFO : EPOCH 10 - PROGRESS: at 21.23% examples, 208561 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:04,929 : INFO : EPOCH 10 - PROGRESS: at 21.35% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:05,931 : INFO : EPOCH 10 - PROGRESS: at 21.45% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:06,936 : INFO : EPOCH 10 - PROGRESS: at 21.56% examples, 208606 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:07,941 : INFO : EPOCH 10 - PROGRESS: at 21.69% examples, 208620 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:08,952 : INFO : EPOCH 10 - PROGRESS: at 21.79% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:09,960 : INFO : EPOCH 10 - PROGRESS: at 21.91% examples, 208639 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:10,965 : INFO : EPOCH 10 - PROGRESS: at 22.02% examples, 208623 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:12,006 : INFO : EPOCH 10 - PROGRESS: at 22.13% examples, 208601 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:13,027 : INFO : EPOCH 10 - PROGRESS: at 22.25% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:14,049 : INFO : EPOCH 10 - PROGRESS: at 22.36% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:15,056 : INFO : EPOCH 10 - PROGRESS: at 22.46% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:16,122 : INFO : EPOCH 10 - PROGRESS: at 22.57% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:17,137 : INFO : EPOCH 10 - PROGRESS: at 22.70% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:18,157 : INFO : EPOCH 10 - PROGRESS: at 22.82% examples, 208646 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:19,202 : INFO : EPOCH 10 - PROGRESS: at 22.92% examples, 208610 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:20,238 : INFO : EPOCH 10 - PROGRESS: at 23.03% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:21,254 : INFO : EPOCH 10 - PROGRESS: at 23.15% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:22,269 : INFO : EPOCH 10 - PROGRESS: at 23.28% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:23,286 : INFO : EPOCH 10 - PROGRESS: at 23.39% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:24,308 : INFO : EPOCH 10 - PROGRESS: at 23.50% examples, 208660 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:27:25,315 : INFO : EPOCH 10 - PROGRESS: at 23.62% examples, 208697 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:26,335 : INFO : EPOCH 10 - PROGRESS: at 23.72% examples, 208637 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:27:27,353 : INFO : EPOCH 10 - PROGRESS: at 23.84% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:28,359 : INFO : EPOCH 10 - PROGRESS: at 23.97% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:29,381 : INFO : EPOCH 10 - PROGRESS: at 24.11% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:30,404 : INFO : EPOCH 10 - PROGRESS: at 24.23% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:31,411 : INFO : EPOCH 10 - PROGRESS: at 24.34% examples, 208660 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:32,421 : INFO : EPOCH 10 - PROGRESS: at 24.48% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:33,421 : INFO : EPOCH 10 - PROGRESS: at 24.59% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:34,424 : INFO : EPOCH 10 - PROGRESS: at 24.71% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:35,460 : INFO : EPOCH 10 - PROGRESS: at 24.82% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:36,501 : INFO : EPOCH 10 - PROGRESS: at 24.94% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:37,535 : INFO : EPOCH 10 - PROGRESS: at 25.04% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:38,541 : INFO : EPOCH 10 - PROGRESS: at 25.16% examples, 208712 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:39,567 : INFO : EPOCH 10 - PROGRESS: at 25.27% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:40,569 : INFO : EPOCH 10 - PROGRESS: at 25.36% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:41,589 : INFO : EPOCH 10 - PROGRESS: at 25.47% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:42,600 : INFO : EPOCH 10 - PROGRESS: at 25.58% examples, 208722 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:43,625 : INFO : EPOCH 10 - PROGRESS: at 25.69% examples, 208696 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:44,680 : INFO : EPOCH 10 - PROGRESS: at 25.81% examples, 208691 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:45,740 : INFO : EPOCH 10 - PROGRESS: at 25.92% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:46,759 : INFO : EPOCH 10 - PROGRESS: at 26.03% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:47,765 : INFO : EPOCH 10 - PROGRESS: at 26.15% examples, 208719 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:27:48,787 : INFO : EPOCH 10 - PROGRESS: at 26.28% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:49,816 : INFO : EPOCH 10 - PROGRESS: at 26.40% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:50,833 : INFO : EPOCH 10 - PROGRESS: at 26.51% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:51,854 : INFO : EPOCH 10 - PROGRESS: at 26.64% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:52,869 : INFO : EPOCH 10 - PROGRESS: at 26.73% examples, 208736 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:27:53,935 : INFO : EPOCH 10 - PROGRESS: at 26.85% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:54,942 : INFO : EPOCH 10 - PROGRESS: at 26.97% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:55,961 : INFO : EPOCH 10 - PROGRESS: at 27.09% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:56,969 : INFO : EPOCH 10 - PROGRESS: at 27.20% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:57,979 : INFO : EPOCH 10 - PROGRESS: at 27.31% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:27:58,983 : INFO : EPOCH 10 - PROGRESS: at 27.42% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:00,011 : INFO : EPOCH 10 - PROGRESS: at 27.52% examples, 208768 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:01,021 : INFO : EPOCH 10 - PROGRESS: at 27.63% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:02,041 : INFO : EPOCH 10 - PROGRESS: at 27.75% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:03,065 : INFO : EPOCH 10 - PROGRESS: at 27.85% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:04,089 : INFO : EPOCH 10 - PROGRESS: at 27.97% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:05,140 : INFO : EPOCH 10 - PROGRESS: at 28.10% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:06,178 : INFO : EPOCH 10 - PROGRESS: at 28.22% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:07,203 : INFO : EPOCH 10 - PROGRESS: at 28.35% examples, 208786 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:08,241 : INFO : EPOCH 10 - PROGRESS: at 28.47% examples, 208774 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:09,243 : INFO : EPOCH 10 - PROGRESS: at 28.57% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:10,262 : INFO : EPOCH 10 - PROGRESS: at 28.67% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:11,322 : INFO : EPOCH 10 - PROGRESS: at 28.78% examples, 208747 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:28:12,334 : INFO : EPOCH 10 - PROGRESS: at 28.90% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:13,342 : INFO : EPOCH 10 - PROGRESS: at 29.02% examples, 208779 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:14,350 : INFO : EPOCH 10 - PROGRESS: at 29.14% examples, 208815 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:15,370 : INFO : EPOCH 10 - PROGRESS: at 29.25% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:16,400 : INFO : EPOCH 10 - PROGRESS: at 29.36% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:17,453 : INFO : EPOCH 10 - PROGRESS: at 29.47% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:18,484 : INFO : EPOCH 10 - PROGRESS: at 29.57% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:19,492 : INFO : EPOCH 10 - PROGRESS: at 29.67% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:20,520 : INFO : EPOCH 10 - PROGRESS: at 29.78% examples, 208822 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:21,528 : INFO : EPOCH 10 - PROGRESS: at 29.89% examples, 208795 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:28:22,565 : INFO : EPOCH 10 - PROGRESS: at 30.00% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:23,609 : INFO : EPOCH 10 - PROGRESS: at 30.12% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:24,636 : INFO : EPOCH 10 - PROGRESS: at 30.22% examples, 208816 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:25,670 : INFO : EPOCH 10 - PROGRESS: at 30.34% examples, 208817 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:26,691 : INFO : EPOCH 10 - PROGRESS: at 30.45% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:27,770 : INFO : EPOCH 10 - PROGRESS: at 30.57% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:28,771 : INFO : EPOCH 10 - PROGRESS: at 30.67% examples, 208822 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:29,776 : INFO : EPOCH 10 - PROGRESS: at 30.79% examples, 208836 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:30,849 : INFO : EPOCH 10 - PROGRESS: at 30.91% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:31,861 : INFO : EPOCH 10 - PROGRESS: at 31.04% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:32,880 : INFO : EPOCH 10 - PROGRESS: at 31.15% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:33,884 : INFO : EPOCH 10 - PROGRESS: at 31.27% examples, 208822 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:34,938 : INFO : EPOCH 10 - PROGRESS: at 31.38% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:36,005 : INFO : EPOCH 10 - PROGRESS: at 31.51% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:37,006 : INFO : EPOCH 10 - PROGRESS: at 31.63% examples, 208838 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:38,006 : INFO : EPOCH 10 - PROGRESS: at 31.75% examples, 208831 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:39,018 : INFO : EPOCH 10 - PROGRESS: at 31.86% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:40,049 : INFO : EPOCH 10 - PROGRESS: at 31.96% examples, 208826 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:41,091 : INFO : EPOCH 10 - PROGRESS: at 32.07% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:42,164 : INFO : EPOCH 10 - PROGRESS: at 32.20% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:43,208 : INFO : EPOCH 10 - PROGRESS: at 32.32% examples, 208843 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:44,230 : INFO : EPOCH 10 - PROGRESS: at 32.42% examples, 208835 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:45,275 : INFO : EPOCH 10 - PROGRESS: at 32.53% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:46,280 : INFO : EPOCH 10 - PROGRESS: at 32.65% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:47,293 : INFO : EPOCH 10 - PROGRESS: at 32.77% examples, 208848 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:48,299 : INFO : EPOCH 10 - PROGRESS: at 32.89% examples, 208853 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:49,325 : INFO : EPOCH 10 - PROGRESS: at 32.99% examples, 208869 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:50,372 : INFO : EPOCH 10 - PROGRESS: at 33.11% examples, 208839 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:51,420 : INFO : EPOCH 10 - PROGRESS: at 33.23% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:52,428 : INFO : EPOCH 10 - PROGRESS: at 33.33% examples, 208853 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:53,450 : INFO : EPOCH 10 - PROGRESS: at 33.45% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:54,470 : INFO : EPOCH 10 - PROGRESS: at 33.57% examples, 208869 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:55,491 : INFO : EPOCH 10 - PROGRESS: at 33.69% examples, 208873 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:56,508 : INFO : EPOCH 10 - PROGRESS: at 33.80% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:57,591 : INFO : EPOCH 10 - PROGRESS: at 33.92% examples, 208843 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:28:58,598 : INFO : EPOCH 10 - PROGRESS: at 34.02% examples, 208832 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:28:59,604 : INFO : EPOCH 10 - PROGRESS: at 34.14% examples, 208847 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:00,673 : INFO : EPOCH 10 - PROGRESS: at 34.25% examples, 208847 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:01,706 : INFO : EPOCH 10 - PROGRESS: at 34.38% examples, 208862 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:02,727 : INFO : EPOCH 10 - PROGRESS: at 34.49% examples, 208869 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:03,742 : INFO : EPOCH 10 - PROGRESS: at 34.60% examples, 208866 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:04,746 : INFO : EPOCH 10 - PROGRESS: at 34.72% examples, 208890 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:05,760 : INFO : EPOCH 10 - PROGRESS: at 34.82% examples, 208859 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:06,825 : INFO : EPOCH 10 - PROGRESS: at 34.93% examples, 208861 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:07,850 : INFO : EPOCH 10 - PROGRESS: at 35.04% examples, 208855 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:08,882 : INFO : EPOCH 10 - PROGRESS: at 35.15% examples, 208867 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:09,892 : INFO : EPOCH 10 - PROGRESS: at 35.26% examples, 208848 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:10,894 : INFO : EPOCH 10 - PROGRESS: at 35.37% examples, 208879 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:11,987 : INFO : EPOCH 10 - PROGRESS: at 35.49% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:12,993 : INFO : EPOCH 10 - PROGRESS: at 35.60% examples, 208885 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:13,996 : INFO : EPOCH 10 - PROGRESS: at 35.73% examples, 208877 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:14,998 : INFO : EPOCH 10 - PROGRESS: at 35.84% examples, 208875 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:16,017 : INFO : EPOCH 10 - PROGRESS: at 35.95% examples, 208861 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:17,029 : INFO : EPOCH 10 - PROGRESS: at 36.07% examples, 208887 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:18,043 : INFO : EPOCH 10 - PROGRESS: at 36.17% examples, 208889 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:19,085 : INFO : EPOCH 10 - PROGRESS: at 36.28% examples, 208864 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:20,090 : INFO : EPOCH 10 - PROGRESS: at 36.39% examples, 208871 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:21,095 : INFO : EPOCH 10 - PROGRESS: at 36.49% examples, 208882 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:22,138 : INFO : EPOCH 10 - PROGRESS: at 36.61% examples, 208855 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:23,157 : INFO : EPOCH 10 - PROGRESS: at 36.73% examples, 208899 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:24,224 : INFO : EPOCH 10 - PROGRESS: at 36.83% examples, 208878 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:25,271 : INFO : EPOCH 10 - PROGRESS: at 36.94% examples, 208893 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:26,281 : INFO : EPOCH 10 - PROGRESS: at 37.04% examples, 208888 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:27,336 : INFO : EPOCH 10 - PROGRESS: at 37.16% examples, 208869 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:28,358 : INFO : EPOCH 10 - PROGRESS: at 37.27% examples, 208902 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:29,378 : INFO : EPOCH 10 - PROGRESS: at 37.40% examples, 208886 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:30,379 : INFO : EPOCH 10 - PROGRESS: at 37.52% examples, 208912 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:31,483 : INFO : EPOCH 10 - PROGRESS: at 37.65% examples, 208868 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:32,522 : INFO : EPOCH 10 - PROGRESS: at 37.76% examples, 208880 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:33,527 : INFO : EPOCH 10 - PROGRESS: at 37.88% examples, 208898 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:34,538 : INFO : EPOCH 10 - PROGRESS: at 37.99% examples, 208881 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:35,539 : INFO : EPOCH 10 - PROGRESS: at 38.11% examples, 208927 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:36,564 : INFO : EPOCH 10 - PROGRESS: at 38.23% examples, 208892 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:37,568 : INFO : EPOCH 10 - PROGRESS: at 38.34% examples, 208895 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:38,572 : INFO : EPOCH 10 - PROGRESS: at 38.45% examples, 208911 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:39,593 : INFO : EPOCH 10 - PROGRESS: at 38.59% examples, 208918 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:40,605 : INFO : EPOCH 10 - PROGRESS: at 38.70% examples, 208902 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:41,625 : INFO : EPOCH 10 - PROGRESS: at 38.84% examples, 208922 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:29:42,673 : INFO : EPOCH 10 - PROGRESS: at 38.96% examples, 208905 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:43,690 : INFO : EPOCH 10 - PROGRESS: at 39.07% examples, 208913 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:44,775 : INFO : EPOCH 10 - PROGRESS: at 39.20% examples, 208898 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:45,804 : INFO : EPOCH 10 - PROGRESS: at 39.31% examples, 208921 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:46,862 : INFO : EPOCH 10 - PROGRESS: at 39.43% examples, 208897 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:47,882 : INFO : EPOCH 10 - PROGRESS: at 39.53% examples, 208917 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:48,896 : INFO : EPOCH 10 - PROGRESS: at 39.63% examples, 208932 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:49,915 : INFO : EPOCH 10 - PROGRESS: at 39.74% examples, 208925 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:50,928 : INFO : EPOCH 10 - PROGRESS: at 39.86% examples, 208940 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:51,962 : INFO : EPOCH 10 - PROGRESS: at 39.97% examples, 208926 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:52,978 : INFO : EPOCH 10 - PROGRESS: at 40.08% examples, 208918 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:54,019 : INFO : EPOCH 10 - PROGRESS: at 40.21% examples, 208921 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:55,036 : INFO : EPOCH 10 - PROGRESS: at 40.33% examples, 208931 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:56,089 : INFO : EPOCH 10 - PROGRESS: at 40.42% examples, 208926 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:57,144 : INFO : EPOCH 10 - PROGRESS: at 40.54% examples, 208908 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:58,147 : INFO : EPOCH 10 - PROGRESS: at 40.65% examples, 208900 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:29:59,214 : INFO : EPOCH 10 - PROGRESS: at 40.74% examples, 208864 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:00,220 : INFO : EPOCH 10 - PROGRESS: at 40.89% examples, 208879 words/s, in_qsize 6, out_qsize 0
2020-07-17 02:30:01,221 : INFO : EPOCH 10 - PROGRESS: at 40.97% examples, 208797 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:02,224 : INFO : EPOCH 10 - PROGRESS: at 41.07% examples, 208703 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:03,243 : INFO : EPOCH 10 - PROGRESS: at 41.17% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:04,245 : INFO : EPOCH 10 - PROGRESS: at 41.28% examples, 208630 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:05,272 : INFO : EPOCH 10 - PROGRESS: at 41.39% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:06,287 : INFO : EPOCH 10 - PROGRESS: at 41.50% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:07,296 : INFO : EPOCH 10 - PROGRESS: at 41.61% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:08,297 : INFO : EPOCH 10 - PROGRESS: at 41.72% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:09,298 : INFO : EPOCH 10 - PROGRESS: at 41.85% examples, 208647 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:10,328 : INFO : EPOCH 10 - PROGRESS: at 41.97% examples, 208622 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:11,345 : INFO : EPOCH 10 - PROGRESS: at 42.10% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:12,368 : INFO : EPOCH 10 - PROGRESS: at 42.20% examples, 208642 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:13,369 : INFO : EPOCH 10 - PROGRESS: at 42.31% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:14,374 : INFO : EPOCH 10 - PROGRESS: at 42.42% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:15,397 : INFO : EPOCH 10 - PROGRESS: at 42.54% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:16,410 : INFO : EPOCH 10 - PROGRESS: at 42.65% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:17,426 : INFO : EPOCH 10 - PROGRESS: at 42.77% examples, 208632 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:18,430 : INFO : EPOCH 10 - PROGRESS: at 42.89% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:19,476 : INFO : EPOCH 10 - PROGRESS: at 42.99% examples, 208640 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:20,504 : INFO : EPOCH 10 - PROGRESS: at 43.10% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:21,509 : INFO : EPOCH 10 - PROGRESS: at 43.21% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:22,539 : INFO : EPOCH 10 - PROGRESS: at 43.31% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:23,566 : INFO : EPOCH 10 - PROGRESS: at 43.42% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:24,594 : INFO : EPOCH 10 - PROGRESS: at 43.54% examples, 208636 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:25,601 : INFO : EPOCH 10 - PROGRESS: at 43.65% examples, 208655 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:26,616 : INFO : EPOCH 10 - PROGRESS: at 43.76% examples, 208639 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:27,639 : INFO : EPOCH 10 - PROGRESS: at 43.88% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:28,685 : INFO : EPOCH 10 - PROGRESS: at 44.01% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:29,689 : INFO : EPOCH 10 - PROGRESS: at 44.13% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:30,728 : INFO : EPOCH 10 - PROGRESS: at 44.24% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:31,735 : INFO : EPOCH 10 - PROGRESS: at 44.35% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:32,735 : INFO : EPOCH 10 - PROGRESS: at 44.48% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:33,761 : INFO : EPOCH 10 - PROGRESS: at 44.57% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:34,765 : INFO : EPOCH 10 - PROGRESS: at 44.69% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:35,854 : INFO : EPOCH 10 - PROGRESS: at 44.79% examples, 208646 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:36,865 : INFO : EPOCH 10 - PROGRESS: at 44.90% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:37,886 : INFO : EPOCH 10 - PROGRESS: at 45.01% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:38,942 : INFO : EPOCH 10 - PROGRESS: at 45.14% examples, 208665 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:39,999 : INFO : EPOCH 10 - PROGRESS: at 45.27% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:41,047 : INFO : EPOCH 10 - PROGRESS: at 45.39% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:42,096 : INFO : EPOCH 10 - PROGRESS: at 45.51% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:43,107 : INFO : EPOCH 10 - PROGRESS: at 45.62% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:44,124 : INFO : EPOCH 10 - PROGRESS: at 45.75% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:45,147 : INFO : EPOCH 10 - PROGRESS: at 45.85% examples, 208684 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:46,152 : INFO : EPOCH 10 - PROGRESS: at 45.95% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:47,172 : INFO : EPOCH 10 - PROGRESS: at 46.07% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:48,192 : INFO : EPOCH 10 - PROGRESS: at 46.17% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:49,234 : INFO : EPOCH 10 - PROGRESS: at 46.30% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:50,245 : INFO : EPOCH 10 - PROGRESS: at 46.41% examples, 208686 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:51,318 : INFO : EPOCH 10 - PROGRESS: at 46.54% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:52,348 : INFO : EPOCH 10 - PROGRESS: at 46.65% examples, 208685 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:53,354 : INFO : EPOCH 10 - PROGRESS: at 46.77% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:54,367 : INFO : EPOCH 10 - PROGRESS: at 46.86% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:55,369 : INFO : EPOCH 10 - PROGRESS: at 47.00% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:56,389 : INFO : EPOCH 10 - PROGRESS: at 47.11% examples, 208689 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:57,433 : INFO : EPOCH 10 - PROGRESS: at 47.21% examples, 208670 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:58,456 : INFO : EPOCH 10 - PROGRESS: at 47.32% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:30:59,471 : INFO : EPOCH 10 - PROGRESS: at 47.45% examples, 208687 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:00,496 : INFO : EPOCH 10 - PROGRESS: at 47.55% examples, 208686 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:01,547 : INFO : EPOCH 10 - PROGRESS: at 47.67% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:02,603 : INFO : EPOCH 10 - PROGRESS: at 47.77% examples, 208695 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:03,604 : INFO : EPOCH 10 - PROGRESS: at 47.90% examples, 208718 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:04,609 : INFO : EPOCH 10 - PROGRESS: at 48.01% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:05,610 : INFO : EPOCH 10 - PROGRESS: at 48.13% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:06,647 : INFO : EPOCH 10 - PROGRESS: at 48.25% examples, 208697 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:07,703 : INFO : EPOCH 10 - PROGRESS: at 48.38% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:08,752 : INFO : EPOCH 10 - PROGRESS: at 48.49% examples, 208709 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:09,775 : INFO : EPOCH 10 - PROGRESS: at 48.60% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:10,853 : INFO : EPOCH 10 - PROGRESS: at 48.71% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:11,869 : INFO : EPOCH 10 - PROGRESS: at 48.82% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:12,930 : INFO : EPOCH 10 - PROGRESS: at 48.92% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:13,950 : INFO : EPOCH 10 - PROGRESS: at 49.02% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:15,004 : INFO : EPOCH 10 - PROGRESS: at 49.15% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:16,009 : INFO : EPOCH 10 - PROGRESS: at 49.25% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:17,014 : INFO : EPOCH 10 - PROGRESS: at 49.37% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:18,056 : INFO : EPOCH 10 - PROGRESS: at 49.49% examples, 208712 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:19,122 : INFO : EPOCH 10 - PROGRESS: at 49.60% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:20,148 : INFO : EPOCH 10 - PROGRESS: at 49.71% examples, 208726 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:21,165 : INFO : EPOCH 10 - PROGRESS: at 49.83% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:22,187 : INFO : EPOCH 10 - PROGRESS: at 49.94% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:23,219 : INFO : EPOCH 10 - PROGRESS: at 50.05% examples, 208734 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:24,220 : INFO : EPOCH 10 - PROGRESS: at 50.16% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:25,222 : INFO : EPOCH 10 - PROGRESS: at 50.28% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:26,270 : INFO : EPOCH 10 - PROGRESS: at 50.39% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:27,341 : INFO : EPOCH 10 - PROGRESS: at 50.50% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:28,349 : INFO : EPOCH 10 - PROGRESS: at 50.60% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:29,357 : INFO : EPOCH 10 - PROGRESS: at 50.71% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:30,380 : INFO : EPOCH 10 - PROGRESS: at 50.81% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:31,388 : INFO : EPOCH 10 - PROGRESS: at 50.92% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:32,421 : INFO : EPOCH 10 - PROGRESS: at 51.04% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:33,440 : INFO : EPOCH 10 - PROGRESS: at 51.15% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:34,495 : INFO : EPOCH 10 - PROGRESS: at 51.25% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:35,495 : INFO : EPOCH 10 - PROGRESS: at 51.36% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:36,519 : INFO : EPOCH 10 - PROGRESS: at 51.46% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:37,527 : INFO : EPOCH 10 - PROGRESS: at 51.58% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:38,557 : INFO : EPOCH 10 - PROGRESS: at 51.68% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:39,604 : INFO : EPOCH 10 - PROGRESS: at 51.79% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:40,606 : INFO : EPOCH 10 - PROGRESS: at 51.89% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:41,657 : INFO : EPOCH 10 - PROGRESS: at 52.01% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:42,694 : INFO : EPOCH 10 - PROGRESS: at 52.13% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:43,765 : INFO : EPOCH 10 - PROGRESS: at 52.25% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:44,799 : INFO : EPOCH 10 - PROGRESS: at 52.39% examples, 208758 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:31:45,823 : INFO : EPOCH 10 - PROGRESS: at 52.52% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:46,859 : INFO : EPOCH 10 - PROGRESS: at 52.65% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:47,875 : INFO : EPOCH 10 - PROGRESS: at 52.77% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:48,914 : INFO : EPOCH 10 - PROGRESS: at 52.88% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:49,919 : INFO : EPOCH 10 - PROGRESS: at 52.99% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:50,991 : INFO : EPOCH 10 - PROGRESS: at 53.10% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:52,019 : INFO : EPOCH 10 - PROGRESS: at 53.22% examples, 208773 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:53,033 : INFO : EPOCH 10 - PROGRESS: at 53.33% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:54,056 : INFO : EPOCH 10 - PROGRESS: at 53.45% examples, 208774 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:55,086 : INFO : EPOCH 10 - PROGRESS: at 53.58% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:56,119 : INFO : EPOCH 10 - PROGRESS: at 53.70% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:57,136 : INFO : EPOCH 10 - PROGRESS: at 53.81% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:58,145 : INFO : EPOCH 10 - PROGRESS: at 53.93% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:31:59,222 : INFO : EPOCH 10 - PROGRESS: at 54.04% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:00,241 : INFO : EPOCH 10 - PROGRESS: at 54.15% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:01,243 : INFO : EPOCH 10 - PROGRESS: at 54.27% examples, 208767 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:02,287 : INFO : EPOCH 10 - PROGRESS: at 54.39% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:03,317 : INFO : EPOCH 10 - PROGRESS: at 54.50% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:04,343 : INFO : EPOCH 10 - PROGRESS: at 54.61% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:05,378 : INFO : EPOCH 10 - PROGRESS: at 54.72% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:06,412 : INFO : EPOCH 10 - PROGRESS: at 54.84% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:07,428 : INFO : EPOCH 10 - PROGRESS: at 54.95% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:08,430 : INFO : EPOCH 10 - PROGRESS: at 55.06% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:09,455 : INFO : EPOCH 10 - PROGRESS: at 55.17% examples, 208794 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:10,484 : INFO : EPOCH 10 - PROGRESS: at 55.27% examples, 208792 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:11,505 : INFO : EPOCH 10 - PROGRESS: at 55.38% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:12,531 : INFO : EPOCH 10 - PROGRESS: at 55.49% examples, 208782 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:32:13,538 : INFO : EPOCH 10 - PROGRESS: at 55.59% examples, 208796 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:14,597 : INFO : EPOCH 10 - PROGRESS: at 55.72% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:15,631 : INFO : EPOCH 10 - PROGRESS: at 55.82% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:16,640 : INFO : EPOCH 10 - PROGRESS: at 55.95% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:17,641 : INFO : EPOCH 10 - PROGRESS: at 56.07% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:18,664 : INFO : EPOCH 10 - PROGRESS: at 56.18% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:19,695 : INFO : EPOCH 10 - PROGRESS: at 56.30% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:20,697 : INFO : EPOCH 10 - PROGRESS: at 56.40% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:21,758 : INFO : EPOCH 10 - PROGRESS: at 56.52% examples, 208798 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:22,784 : INFO : EPOCH 10 - PROGRESS: at 56.63% examples, 208798 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:23,804 : INFO : EPOCH 10 - PROGRESS: at 56.74% examples, 208799 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:24,876 : INFO : EPOCH 10 - PROGRESS: at 56.86% examples, 208791 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:25,923 : INFO : EPOCH 10 - PROGRESS: at 56.98% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:26,939 : INFO : EPOCH 10 - PROGRESS: at 57.13% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:27,961 : INFO : EPOCH 10 - PROGRESS: at 57.22% examples, 208802 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:32:29,015 : INFO : EPOCH 10 - PROGRESS: at 57.34% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:30,090 : INFO : EPOCH 10 - PROGRESS: at 57.45% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:31,104 : INFO : EPOCH 10 - PROGRESS: at 57.56% examples, 208818 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:32,113 : INFO : EPOCH 10 - PROGRESS: at 57.67% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:33,156 : INFO : EPOCH 10 - PROGRESS: at 57.78% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:34,200 : INFO : EPOCH 10 - PROGRESS: at 57.89% examples, 208802 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:35,255 : INFO : EPOCH 10 - PROGRESS: at 58.00% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:36,261 : INFO : EPOCH 10 - PROGRESS: at 58.11% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:37,287 : INFO : EPOCH 10 - PROGRESS: at 58.22% examples, 208811 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:32:38,340 : INFO : EPOCH 10 - PROGRESS: at 58.35% examples, 208817 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:39,367 : INFO : EPOCH 10 - PROGRESS: at 58.48% examples, 208814 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:40,436 : INFO : EPOCH 10 - PROGRESS: at 58.61% examples, 208804 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:32:41,490 : INFO : EPOCH 10 - PROGRESS: at 58.72% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:42,518 : INFO : EPOCH 10 - PROGRESS: at 58.83% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:43,551 : INFO : EPOCH 10 - PROGRESS: at 58.94% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:44,578 : INFO : EPOCH 10 - PROGRESS: at 59.06% examples, 208816 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:45,579 : INFO : EPOCH 10 - PROGRESS: at 59.15% examples, 208819 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:32:46,596 : INFO : EPOCH 10 - PROGRESS: at 59.27% examples, 208817 words/s, in_qsize 7, out_qsize 1
2020-07-17 02:32:47,622 : INFO : EPOCH 10 - PROGRESS: at 59.39% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:48,652 : INFO : EPOCH 10 - PROGRESS: at 59.50% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:49,660 : INFO : EPOCH 10 - PROGRESS: at 59.63% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:50,714 : INFO : EPOCH 10 - PROGRESS: at 59.74% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:51,723 : INFO : EPOCH 10 - PROGRESS: at 59.86% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:52,778 : INFO : EPOCH 10 - PROGRESS: at 59.97% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:53,803 : INFO : EPOCH 10 - PROGRESS: at 60.09% examples, 208832 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:54,842 : INFO : EPOCH 10 - PROGRESS: at 60.21% examples, 208835 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:32:55,869 : INFO : EPOCH 10 - PROGRESS: at 60.31% examples, 208828 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:56,886 : INFO : EPOCH 10 - PROGRESS: at 60.43% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:57,887 : INFO : EPOCH 10 - PROGRESS: at 60.55% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:58,916 : INFO : EPOCH 10 - PROGRESS: at 60.69% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:32:59,948 : INFO : EPOCH 10 - PROGRESS: at 60.80% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:00,956 : INFO : EPOCH 10 - PROGRESS: at 60.93% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:01,957 : INFO : EPOCH 10 - PROGRESS: at 61.06% examples, 208857 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:03,028 : INFO : EPOCH 10 - PROGRESS: at 61.17% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:04,039 : INFO : EPOCH 10 - PROGRESS: at 61.27% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:05,041 : INFO : EPOCH 10 - PROGRESS: at 61.38% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:06,045 : INFO : EPOCH 10 - PROGRESS: at 61.50% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:07,080 : INFO : EPOCH 10 - PROGRESS: at 61.61% examples, 208841 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:08,148 : INFO : EPOCH 10 - PROGRESS: at 61.75% examples, 208829 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:09,166 : INFO : EPOCH 10 - PROGRESS: at 61.90% examples, 208849 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:10,192 : INFO : EPOCH 10 - PROGRESS: at 62.01% examples, 208838 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:11,213 : INFO : EPOCH 10 - PROGRESS: at 62.13% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:12,214 : INFO : EPOCH 10 - PROGRESS: at 62.24% examples, 208847 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:13,240 : INFO : EPOCH 10 - PROGRESS: at 62.35% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:14,268 : INFO : EPOCH 10 - PROGRESS: at 62.47% examples, 208850 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:15,287 : INFO : EPOCH 10 - PROGRESS: at 62.60% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:16,335 : INFO : EPOCH 10 - PROGRESS: at 62.73% examples, 208848 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:17,352 : INFO : EPOCH 10 - PROGRESS: at 62.85% examples, 208855 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:18,354 : INFO : EPOCH 10 - PROGRESS: at 62.97% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:19,433 : INFO : EPOCH 10 - PROGRESS: at 63.09% examples, 208844 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:20,438 : INFO : EPOCH 10 - PROGRESS: at 63.20% examples, 208850 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:33:21,452 : INFO : EPOCH 10 - PROGRESS: at 63.31% examples, 208851 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:22,458 : INFO : EPOCH 10 - PROGRESS: at 63.41% examples, 208848 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:23,459 : INFO : EPOCH 10 - PROGRESS: at 63.52% examples, 208851 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:24,491 : INFO : EPOCH 10 - PROGRESS: at 63.64% examples, 208854 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:25,495 : INFO : EPOCH 10 - PROGRESS: at 63.74% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:26,509 : INFO : EPOCH 10 - PROGRESS: at 63.84% examples, 208853 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:27,522 : INFO : EPOCH 10 - PROGRESS: at 63.96% examples, 208849 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:28,552 : INFO : EPOCH 10 - PROGRESS: at 64.06% examples, 208854 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:29,589 : INFO : EPOCH 10 - PROGRESS: at 64.18% examples, 208850 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:30,609 : INFO : EPOCH 10 - PROGRESS: at 64.27% examples, 208857 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:31,634 : INFO : EPOCH 10 - PROGRESS: at 64.40% examples, 208845 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:32,652 : INFO : EPOCH 10 - PROGRESS: at 64.51% examples, 208846 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:33:33,654 : INFO : EPOCH 10 - PROGRESS: at 64.60% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:34,671 : INFO : EPOCH 10 - PROGRESS: at 64.72% examples, 208855 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:35,672 : INFO : EPOCH 10 - PROGRESS: at 64.84% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:36,709 : INFO : EPOCH 10 - PROGRESS: at 64.96% examples, 208857 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:37,714 : INFO : EPOCH 10 - PROGRESS: at 65.07% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:38,760 : INFO : EPOCH 10 - PROGRESS: at 65.20% examples, 208855 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:39,785 : INFO : EPOCH 10 - PROGRESS: at 65.31% examples, 208857 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:40,847 : INFO : EPOCH 10 - PROGRESS: at 65.44% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:41,884 : INFO : EPOCH 10 - PROGRESS: at 65.55% examples, 208849 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:42,901 : INFO : EPOCH 10 - PROGRESS: at 65.65% examples, 208857 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:43,911 : INFO : EPOCH 10 - PROGRESS: at 65.77% examples, 208861 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:44,942 : INFO : EPOCH 10 - PROGRESS: at 65.90% examples, 208861 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:45,943 : INFO : EPOCH 10 - PROGRESS: at 66.00% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:46,972 : INFO : EPOCH 10 - PROGRESS: at 66.12% examples, 208869 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:48,008 : INFO : EPOCH 10 - PROGRESS: at 66.23% examples, 208859 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:49,027 : INFO : EPOCH 10 - PROGRESS: at 66.35% examples, 208848 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:50,030 : INFO : EPOCH 10 - PROGRESS: at 66.48% examples, 208861 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:51,105 : INFO : EPOCH 10 - PROGRESS: at 66.59% examples, 208852 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:52,165 : INFO : EPOCH 10 - PROGRESS: at 66.70% examples, 208862 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:53,172 : INFO : EPOCH 10 - PROGRESS: at 66.82% examples, 208869 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:54,200 : INFO : EPOCH 10 - PROGRESS: at 66.94% examples, 208871 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:55,234 : INFO : EPOCH 10 - PROGRESS: at 67.05% examples, 208867 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:56,236 : INFO : EPOCH 10 - PROGRESS: at 67.16% examples, 208871 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:57,254 : INFO : EPOCH 10 - PROGRESS: at 67.30% examples, 208870 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:58,264 : INFO : EPOCH 10 - PROGRESS: at 67.41% examples, 208879 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:33:59,302 : INFO : EPOCH 10 - PROGRESS: at 67.53% examples, 208873 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:00,372 : INFO : EPOCH 10 - PROGRESS: at 67.65% examples, 208865 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:01,400 : INFO : EPOCH 10 - PROGRESS: at 67.77% examples, 208863 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:02,412 : INFO : EPOCH 10 - PROGRESS: at 67.86% examples, 208871 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:03,416 : INFO : EPOCH 10 - PROGRESS: at 67.98% examples, 208864 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:04,426 : INFO : EPOCH 10 - PROGRESS: at 68.09% examples, 208868 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:05,448 : INFO : EPOCH 10 - PROGRESS: at 68.23% examples, 208876 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:06,488 : INFO : EPOCH 10 - PROGRESS: at 68.35% examples, 208871 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:07,488 : INFO : EPOCH 10 - PROGRESS: at 68.45% examples, 208873 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:08,550 : INFO : EPOCH 10 - PROGRESS: at 68.56% examples, 208869 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:09,551 : INFO : EPOCH 10 - PROGRESS: at 68.69% examples, 208882 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:10,575 : INFO : EPOCH 10 - PROGRESS: at 68.81% examples, 208879 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:11,596 : INFO : EPOCH 10 - PROGRESS: at 68.91% examples, 208884 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:12,655 : INFO : EPOCH 10 - PROGRESS: at 69.01% examples, 208881 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:13,696 : INFO : EPOCH 10 - PROGRESS: at 69.12% examples, 208876 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:14,699 : INFO : EPOCH 10 - PROGRESS: at 69.23% examples, 208890 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:15,707 : INFO : EPOCH 10 - PROGRESS: at 69.35% examples, 208897 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:16,735 : INFO : EPOCH 10 - PROGRESS: at 69.47% examples, 208886 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:17,749 : INFO : EPOCH 10 - PROGRESS: at 69.60% examples, 208895 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:18,762 : INFO : EPOCH 10 - PROGRESS: at 69.71% examples, 208895 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:19,772 : INFO : EPOCH 10 - PROGRESS: at 69.82% examples, 208886 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:20,820 : INFO : EPOCH 10 - PROGRESS: at 69.93% examples, 208894 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:21,850 : INFO : EPOCH 10 - PROGRESS: at 70.05% examples, 208889 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:22,872 : INFO : EPOCH 10 - PROGRESS: at 70.17% examples, 208888 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:23,879 : INFO : EPOCH 10 - PROGRESS: at 70.28% examples, 208898 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:24,903 : INFO : EPOCH 10 - PROGRESS: at 70.38% examples, 208893 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:25,964 : INFO : EPOCH 10 - PROGRESS: at 70.51% examples, 208885 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:26,970 : INFO : EPOCH 10 - PROGRESS: at 70.64% examples, 208898 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:27,989 : INFO : EPOCH 10 - PROGRESS: at 70.75% examples, 208883 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:29,036 : INFO : EPOCH 10 - PROGRESS: at 70.86% examples, 208869 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:30,066 : INFO : EPOCH 10 - PROGRESS: at 70.97% examples, 208870 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:31,068 : INFO : EPOCH 10 - PROGRESS: at 71.08% examples, 208858 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:32,098 : INFO : EPOCH 10 - PROGRESS: at 71.20% examples, 208850 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:34:33,152 : INFO : EPOCH 10 - PROGRESS: at 71.30% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:34,157 : INFO : EPOCH 10 - PROGRESS: at 71.36% examples, 208756 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:34:35,162 : INFO : EPOCH 10 - PROGRESS: at 71.48% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:36,202 : INFO : EPOCH 10 - PROGRESS: at 71.59% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:37,239 : INFO : EPOCH 10 - PROGRESS: at 71.71% examples, 208726 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:38,272 : INFO : EPOCH 10 - PROGRESS: at 71.83% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:39,335 : INFO : EPOCH 10 - PROGRESS: at 71.95% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:40,339 : INFO : EPOCH 10 - PROGRESS: at 72.07% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:41,349 : INFO : EPOCH 10 - PROGRESS: at 72.17% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:42,364 : INFO : EPOCH 10 - PROGRESS: at 72.31% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:43,383 : INFO : EPOCH 10 - PROGRESS: at 72.42% examples, 208739 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:34:44,452 : INFO : EPOCH 10 - PROGRESS: at 72.52% examples, 208724 words/s, in_qsize 7, out_qsize 1
2020-07-17 02:34:45,506 : INFO : EPOCH 10 - PROGRESS: at 72.64% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:46,535 : INFO : EPOCH 10 - PROGRESS: at 72.76% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:47,564 : INFO : EPOCH 10 - PROGRESS: at 72.88% examples, 208731 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:48,615 : INFO : EPOCH 10 - PROGRESS: at 73.01% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:49,646 : INFO : EPOCH 10 - PROGRESS: at 73.14% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:50,689 : INFO : EPOCH 10 - PROGRESS: at 73.25% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:51,706 : INFO : EPOCH 10 - PROGRESS: at 73.39% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:52,715 : INFO : EPOCH 10 - PROGRESS: at 73.51% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:53,717 : INFO : EPOCH 10 - PROGRESS: at 73.62% examples, 208740 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:54,719 : INFO : EPOCH 10 - PROGRESS: at 73.73% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:55,734 : INFO : EPOCH 10 - PROGRESS: at 73.83% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:56,788 : INFO : EPOCH 10 - PROGRESS: at 73.94% examples, 208736 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:34:57,807 : INFO : EPOCH 10 - PROGRESS: at 74.07% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:58,843 : INFO : EPOCH 10 - PROGRESS: at 74.17% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:34:59,878 : INFO : EPOCH 10 - PROGRESS: at 74.28% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:00,914 : INFO : EPOCH 10 - PROGRESS: at 74.41% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:01,926 : INFO : EPOCH 10 - PROGRESS: at 74.52% examples, 208748 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:02,946 : INFO : EPOCH 10 - PROGRESS: at 74.64% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:03,969 : INFO : EPOCH 10 - PROGRESS: at 74.75% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:04,996 : INFO : EPOCH 10 - PROGRESS: at 74.87% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:06,014 : INFO : EPOCH 10 - PROGRESS: at 74.99% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:07,021 : INFO : EPOCH 10 - PROGRESS: at 75.11% examples, 208755 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:35:08,023 : INFO : EPOCH 10 - PROGRESS: at 75.21% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:09,058 : INFO : EPOCH 10 - PROGRESS: at 75.32% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:10,078 : INFO : EPOCH 10 - PROGRESS: at 75.44% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:11,096 : INFO : EPOCH 10 - PROGRESS: at 75.56% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:12,100 : INFO : EPOCH 10 - PROGRESS: at 75.67% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:13,135 : INFO : EPOCH 10 - PROGRESS: at 75.79% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:14,170 : INFO : EPOCH 10 - PROGRESS: at 75.90% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:15,241 : INFO : EPOCH 10 - PROGRESS: at 76.03% examples, 208752 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:16,251 : INFO : EPOCH 10 - PROGRESS: at 76.14% examples, 208744 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:17,292 : INFO : EPOCH 10 - PROGRESS: at 76.26% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:18,297 : INFO : EPOCH 10 - PROGRESS: at 76.38% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:19,298 : INFO : EPOCH 10 - PROGRESS: at 76.51% examples, 208747 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:35:20,314 : INFO : EPOCH 10 - PROGRESS: at 76.60% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:21,323 : INFO : EPOCH 10 - PROGRESS: at 76.72% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:22,348 : INFO : EPOCH 10 - PROGRESS: at 76.84% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:23,353 : INFO : EPOCH 10 - PROGRESS: at 76.94% examples, 208759 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:35:24,420 : INFO : EPOCH 10 - PROGRESS: at 77.06% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:25,494 : INFO : EPOCH 10 - PROGRESS: at 77.17% examples, 208756 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:35:26,520 : INFO : EPOCH 10 - PROGRESS: at 77.28% examples, 208761 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:35:27,586 : INFO : EPOCH 10 - PROGRESS: at 77.40% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:28,602 : INFO : EPOCH 10 - PROGRESS: at 77.52% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:29,642 : INFO : EPOCH 10 - PROGRESS: at 77.62% examples, 208774 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:30,715 : INFO : EPOCH 10 - PROGRESS: at 77.73% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:31,719 : INFO : EPOCH 10 - PROGRESS: at 77.85% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:32,742 : INFO : EPOCH 10 - PROGRESS: at 77.97% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:33,766 : INFO : EPOCH 10 - PROGRESS: at 78.09% examples, 208773 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:34,820 : INFO : EPOCH 10 - PROGRESS: at 78.20% examples, 208760 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:35,821 : INFO : EPOCH 10 - PROGRESS: at 78.32% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:36,832 : INFO : EPOCH 10 - PROGRESS: at 78.45% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:37,876 : INFO : EPOCH 10 - PROGRESS: at 78.57% examples, 208777 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:38,880 : INFO : EPOCH 10 - PROGRESS: at 78.69% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:39,929 : INFO : EPOCH 10 - PROGRESS: at 78.81% examples, 208771 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:40,963 : INFO : EPOCH 10 - PROGRESS: at 78.93% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:42,012 : INFO : EPOCH 10 - PROGRESS: at 79.06% examples, 208773 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:43,091 : INFO : EPOCH 10 - PROGRESS: at 79.19% examples, 208773 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:44,114 : INFO : EPOCH 10 - PROGRESS: at 79.32% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:45,116 : INFO : EPOCH 10 - PROGRESS: at 79.43% examples, 208788 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:46,187 : INFO : EPOCH 10 - PROGRESS: at 79.55% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:47,239 : INFO : EPOCH 10 - PROGRESS: at 79.66% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:48,253 : INFO : EPOCH 10 - PROGRESS: at 79.77% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:49,287 : INFO : EPOCH 10 - PROGRESS: at 79.89% examples, 208776 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:35:50,307 : INFO : EPOCH 10 - PROGRESS: at 80.01% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:51,322 : INFO : EPOCH 10 - PROGRESS: at 80.13% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:52,349 : INFO : EPOCH 10 - PROGRESS: at 80.23% examples, 208784 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:53,357 : INFO : EPOCH 10 - PROGRESS: at 80.32% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:54,361 : INFO : EPOCH 10 - PROGRESS: at 80.43% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:55,397 : INFO : EPOCH 10 - PROGRESS: at 80.54% examples, 208771 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:56,406 : INFO : EPOCH 10 - PROGRESS: at 80.67% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:57,459 : INFO : EPOCH 10 - PROGRESS: at 80.78% examples, 208785 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:58,510 : INFO : EPOCH 10 - PROGRESS: at 80.91% examples, 208782 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:35:59,524 : INFO : EPOCH 10 - PROGRESS: at 81.01% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:00,549 : INFO : EPOCH 10 - PROGRESS: at 81.12% examples, 208788 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:01,549 : INFO : EPOCH 10 - PROGRESS: at 81.23% examples, 208787 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:02,550 : INFO : EPOCH 10 - PROGRESS: at 81.36% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:03,560 : INFO : EPOCH 10 - PROGRESS: at 81.48% examples, 208788 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:04,561 : INFO : EPOCH 10 - PROGRESS: at 81.58% examples, 208797 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:36:05,614 : INFO : EPOCH 10 - PROGRESS: at 81.68% examples, 208786 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:06,617 : INFO : EPOCH 10 - PROGRESS: at 81.78% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:07,695 : INFO : EPOCH 10 - PROGRESS: at 81.90% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:08,760 : INFO : EPOCH 10 - PROGRESS: at 82.05% examples, 208781 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:36:09,773 : INFO : EPOCH 10 - PROGRESS: at 82.17% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:10,860 : INFO : EPOCH 10 - PROGRESS: at 82.29% examples, 208782 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:36:11,895 : INFO : EPOCH 10 - PROGRESS: at 82.42% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:12,962 : INFO : EPOCH 10 - PROGRESS: at 82.53% examples, 208790 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:13,966 : INFO : EPOCH 10 - PROGRESS: at 82.68% examples, 208804 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:15,016 : INFO : EPOCH 10 - PROGRESS: at 82.79% examples, 208793 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:16,050 : INFO : EPOCH 10 - PROGRESS: at 82.91% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:17,111 : INFO : EPOCH 10 - PROGRESS: at 83.00% examples, 208789 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:18,143 : INFO : EPOCH 10 - PROGRESS: at 83.13% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:19,170 : INFO : EPOCH 10 - PROGRESS: at 83.24% examples, 208795 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:20,194 : INFO : EPOCH 10 - PROGRESS: at 83.34% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:21,248 : INFO : EPOCH 10 - PROGRESS: at 83.46% examples, 208795 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:22,282 : INFO : EPOCH 10 - PROGRESS: at 83.57% examples, 208795 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:23,318 : INFO : EPOCH 10 - PROGRESS: at 83.71% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:24,347 : INFO : EPOCH 10 - PROGRESS: at 83.82% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:25,388 : INFO : EPOCH 10 - PROGRESS: at 83.93% examples, 208803 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:26,391 : INFO : EPOCH 10 - PROGRESS: at 84.04% examples, 208800 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:27,422 : INFO : EPOCH 10 - PROGRESS: at 84.15% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:28,423 : INFO : EPOCH 10 - PROGRESS: at 84.24% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:29,471 : INFO : EPOCH 10 - PROGRESS: at 84.38% examples, 208805 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:30,472 : INFO : EPOCH 10 - PROGRESS: at 84.49% examples, 208814 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:31,531 : INFO : EPOCH 10 - PROGRESS: at 84.60% examples, 208810 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:32,545 : INFO : EPOCH 10 - PROGRESS: at 84.72% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:33,545 : INFO : EPOCH 10 - PROGRESS: at 84.83% examples, 208814 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:34,546 : INFO : EPOCH 10 - PROGRESS: at 84.93% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:35,565 : INFO : EPOCH 10 - PROGRESS: at 85.03% examples, 208815 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:36,573 : INFO : EPOCH 10 - PROGRESS: at 85.15% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:37,589 : INFO : EPOCH 10 - PROGRESS: at 85.26% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:38,635 : INFO : EPOCH 10 - PROGRESS: at 85.38% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:39,638 : INFO : EPOCH 10 - PROGRESS: at 85.50% examples, 208810 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:40,647 : INFO : EPOCH 10 - PROGRESS: at 85.62% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:41,653 : INFO : EPOCH 10 - PROGRESS: at 85.74% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:42,675 : INFO : EPOCH 10 - PROGRESS: at 85.86% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:43,679 : INFO : EPOCH 10 - PROGRESS: at 86.00% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:44,679 : INFO : EPOCH 10 - PROGRESS: at 86.10% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:45,688 : INFO : EPOCH 10 - PROGRESS: at 86.21% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:46,698 : INFO : EPOCH 10 - PROGRESS: at 86.31% examples, 208818 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:47,714 : INFO : EPOCH 10 - PROGRESS: at 86.41% examples, 208823 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:48,753 : INFO : EPOCH 10 - PROGRESS: at 86.52% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:49,762 : INFO : EPOCH 10 - PROGRESS: at 86.62% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:50,838 : INFO : EPOCH 10 - PROGRESS: at 86.75% examples, 208818 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:51,863 : INFO : EPOCH 10 - PROGRESS: at 86.86% examples, 208821 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:52,902 : INFO : EPOCH 10 - PROGRESS: at 86.96% examples, 208822 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:53,951 : INFO : EPOCH 10 - PROGRESS: at 87.08% examples, 208818 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:55,005 : INFO : EPOCH 10 - PROGRESS: at 87.19% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:56,010 : INFO : EPOCH 10 - PROGRESS: at 87.30% examples, 208821 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:57,048 : INFO : EPOCH 10 - PROGRESS: at 87.42% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:58,086 : INFO : EPOCH 10 - PROGRESS: at 87.55% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:36:59,095 : INFO : EPOCH 10 - PROGRESS: at 87.65% examples, 208812 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:00,136 : INFO : EPOCH 10 - PROGRESS: at 87.75% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:01,152 : INFO : EPOCH 10 - PROGRESS: at 87.85% examples, 208817 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:02,192 : INFO : EPOCH 10 - PROGRESS: at 87.97% examples, 208828 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:03,220 : INFO : EPOCH 10 - PROGRESS: at 88.10% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:04,294 : INFO : EPOCH 10 - PROGRESS: at 88.24% examples, 208820 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:05,323 : INFO : EPOCH 10 - PROGRESS: at 88.34% examples, 208822 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:06,404 : INFO : EPOCH 10 - PROGRESS: at 88.47% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:07,411 : INFO : EPOCH 10 - PROGRESS: at 88.58% examples, 208832 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:08,469 : INFO : EPOCH 10 - PROGRESS: at 88.71% examples, 208815 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:37:09,471 : INFO : EPOCH 10 - PROGRESS: at 88.80% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:10,471 : INFO : EPOCH 10 - PROGRESS: at 88.92% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:11,518 : INFO : EPOCH 10 - PROGRESS: at 89.05% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:12,528 : INFO : EPOCH 10 - PROGRESS: at 89.16% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:13,603 : INFO : EPOCH 10 - PROGRESS: at 89.27% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:14,722 : INFO : EPOCH 10 - PROGRESS: at 89.38% examples, 208816 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:15,739 : INFO : EPOCH 10 - PROGRESS: at 89.51% examples, 208823 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:16,741 : INFO : EPOCH 10 - PROGRESS: at 89.60% examples, 208823 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:17,758 : INFO : EPOCH 10 - PROGRESS: at 89.70% examples, 208819 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:18,811 : INFO : EPOCH 10 - PROGRESS: at 89.82% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:19,828 : INFO : EPOCH 10 - PROGRESS: at 89.93% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:20,831 : INFO : EPOCH 10 - PROGRESS: at 90.03% examples, 208829 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:21,840 : INFO : EPOCH 10 - PROGRESS: at 90.14% examples, 208823 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:22,852 : INFO : EPOCH 10 - PROGRESS: at 90.27% examples, 208829 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:23,854 : INFO : EPOCH 10 - PROGRESS: at 90.38% examples, 208828 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:24,873 : INFO : EPOCH 10 - PROGRESS: at 90.49% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:25,892 : INFO : EPOCH 10 - PROGRESS: at 90.61% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:26,954 : INFO : EPOCH 10 - PROGRESS: at 90.74% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:28,018 : INFO : EPOCH 10 - PROGRESS: at 90.86% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:29,031 : INFO : EPOCH 10 - PROGRESS: at 90.97% examples, 208835 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:30,031 : INFO : EPOCH 10 - PROGRESS: at 91.06% examples, 208833 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:37:31,085 : INFO : EPOCH 10 - PROGRESS: at 91.17% examples, 208829 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:32,102 : INFO : EPOCH 10 - PROGRESS: at 91.31% examples, 208839 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:33,111 : INFO : EPOCH 10 - PROGRESS: at 91.41% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:34,143 : INFO : EPOCH 10 - PROGRESS: at 91.50% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:35,156 : INFO : EPOCH 10 - PROGRESS: at 91.64% examples, 208837 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:36,159 : INFO : EPOCH 10 - PROGRESS: at 91.74% examples, 208838 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:37,204 : INFO : EPOCH 10 - PROGRESS: at 91.85% examples, 208836 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:38,223 : INFO : EPOCH 10 - PROGRESS: at 91.96% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:39,225 : INFO : EPOCH 10 - PROGRESS: at 92.08% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:40,274 : INFO : EPOCH 10 - PROGRESS: at 92.21% examples, 208833 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:41,294 : INFO : EPOCH 10 - PROGRESS: at 92.32% examples, 208834 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:42,303 : INFO : EPOCH 10 - PROGRESS: at 92.42% examples, 208828 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:43,314 : INFO : EPOCH 10 - PROGRESS: at 92.54% examples, 208843 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:44,340 : INFO : EPOCH 10 - PROGRESS: at 92.65% examples, 208834 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:45,400 : INFO : EPOCH 10 - PROGRESS: at 92.77% examples, 208831 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:46,479 : INFO : EPOCH 10 - PROGRESS: at 92.87% examples, 208832 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:37:47,492 : INFO : EPOCH 10 - PROGRESS: at 92.98% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:48,567 : INFO : EPOCH 10 - PROGRESS: at 93.10% examples, 208834 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:49,574 : INFO : EPOCH 10 - PROGRESS: at 93.21% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:50,691 : INFO : EPOCH 10 - PROGRESS: at 93.32% examples, 208830 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:51,729 : INFO : EPOCH 10 - PROGRESS: at 93.46% examples, 208842 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:37:52,747 : INFO : EPOCH 10 - PROGRESS: at 93.58% examples, 208836 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:53,747 : INFO : EPOCH 10 - PROGRESS: at 93.68% examples, 208843 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:54,808 : INFO : EPOCH 10 - PROGRESS: at 93.79% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:55,842 : INFO : EPOCH 10 - PROGRESS: at 93.90% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:56,862 : INFO : EPOCH 10 - PROGRESS: at 94.02% examples, 208838 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:37:57,873 : INFO : EPOCH 10 - PROGRESS: at 94.16% examples, 208844 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:58,888 : INFO : EPOCH 10 - PROGRESS: at 94.28% examples, 208847 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:37:59,906 : INFO : EPOCH 10 - PROGRESS: at 94.39% examples, 208838 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:00,914 : INFO : EPOCH 10 - PROGRESS: at 94.50% examples, 208839 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:01,937 : INFO : EPOCH 10 - PROGRESS: at 94.61% examples, 208850 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:03,003 : INFO : EPOCH 10 - PROGRESS: at 94.73% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:04,019 : INFO : EPOCH 10 - PROGRESS: at 94.85% examples, 208849 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:05,028 : INFO : EPOCH 10 - PROGRESS: at 94.94% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:06,033 : INFO : EPOCH 10 - PROGRESS: at 95.04% examples, 208850 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:07,034 : INFO : EPOCH 10 - PROGRESS: at 95.17% examples, 208851 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:08,045 : INFO : EPOCH 10 - PROGRESS: at 95.25% examples, 208854 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:09,082 : INFO : EPOCH 10 - PROGRESS: at 95.36% examples, 208848 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:10,086 : INFO : EPOCH 10 - PROGRESS: at 95.48% examples, 208849 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:11,150 : INFO : EPOCH 10 - PROGRESS: at 95.61% examples, 208844 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:38:12,189 : INFO : EPOCH 10 - PROGRESS: at 95.73% examples, 208848 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:13,256 : INFO : EPOCH 10 - PROGRESS: at 95.86% examples, 208847 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:14,298 : INFO : EPOCH 10 - PROGRESS: at 95.97% examples, 208851 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:38:15,321 : INFO : EPOCH 10 - PROGRESS: at 96.08% examples, 208859 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:16,342 : INFO : EPOCH 10 - PROGRESS: at 96.19% examples, 208849 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:17,356 : INFO : EPOCH 10 - PROGRESS: at 96.31% examples, 208847 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:18,358 : INFO : EPOCH 10 - PROGRESS: at 96.43% examples, 208863 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:19,367 : INFO : EPOCH 10 - PROGRESS: at 96.55% examples, 208850 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:20,379 : INFO : EPOCH 10 - PROGRESS: at 96.67% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:21,402 : INFO : EPOCH 10 - PROGRESS: at 96.77% examples, 208846 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:22,409 : INFO : EPOCH 10 - PROGRESS: at 96.89% examples, 208863 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:23,426 : INFO : EPOCH 10 - PROGRESS: at 97.00% examples, 208852 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:24,461 : INFO : EPOCH 10 - PROGRESS: at 97.12% examples, 208858 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:25,495 : INFO : EPOCH 10 - PROGRESS: at 97.23% examples, 208861 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:26,516 : INFO : EPOCH 10 - PROGRESS: at 97.33% examples, 208861 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:27,523 : INFO : EPOCH 10 - PROGRESS: at 97.46% examples, 208861 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:28,540 : INFO : EPOCH 10 - PROGRESS: at 97.58% examples, 208855 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:29,578 : INFO : EPOCH 10 - PROGRESS: at 97.71% examples, 208861 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:38:30,582 : INFO : EPOCH 10 - PROGRESS: at 97.82% examples, 208867 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:31,589 : INFO : EPOCH 10 - PROGRESS: at 97.92% examples, 208856 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:32,614 : INFO : EPOCH 10 - PROGRESS: at 98.05% examples, 208866 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:33,622 : INFO : EPOCH 10 - PROGRESS: at 98.16% examples, 208855 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:34,627 : INFO : EPOCH 10 - PROGRESS: at 98.26% examples, 208863 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:35,662 : INFO : EPOCH 10 - PROGRESS: at 98.36% examples, 208862 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:36,677 : INFO : EPOCH 10 - PROGRESS: at 98.47% examples, 208860 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:37,689 : INFO : EPOCH 10 - PROGRESS: at 98.59% examples, 208864 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:38,725 : INFO : EPOCH 10 - PROGRESS: at 98.72% examples, 208867 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:39,745 : INFO : EPOCH 10 - PROGRESS: at 98.82% examples, 208862 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:40,764 : INFO : EPOCH 10 - PROGRESS: at 98.92% examples, 208867 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:41,783 : INFO : EPOCH 10 - PROGRESS: at 99.03% examples, 208865 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:42,807 : INFO : EPOCH 10 - PROGRESS: at 99.15% examples, 208866 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:43,825 : INFO : EPOCH 10 - PROGRESS: at 99.26% examples, 208863 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:38:44,853 : INFO : EPOCH 10 - PROGRESS: at 99.38% examples, 208871 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:45,867 : INFO : EPOCH 10 - PROGRESS: at 99.48% examples, 208861 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:46,913 : INFO : EPOCH 10 - PROGRESS: at 99.58% examples, 208867 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:47,922 : INFO : EPOCH 10 - PROGRESS: at 99.69% examples, 208876 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:48,924 : INFO : EPOCH 10 - PROGRESS: at 99.80% examples, 208878 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:49,981 : INFO : EPOCH 10 - PROGRESS: at 99.92% examples, 208865 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:50,666 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 02:38:50,679 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 02:38:50,706 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 02:38:50,732 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 02:38:50,733 : INFO : EPOCH - 10 : training on 248038538 raw words (187741501 effective words) took 898.8s, 208879 effective words/s
2020-07-17 02:38:51,754 : INFO : EPOCH 11 - PROGRESS: at 0.11% examples, 197198 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:52,793 : INFO : EPOCH 11 - PROGRESS: at 0.22% examples, 201980 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:53,820 : INFO : EPOCH 11 - PROGRESS: at 0.33% examples, 204278 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:54,878 : INFO : EPOCH 11 - PROGRESS: at 0.43% examples, 204031 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:55,926 : INFO : EPOCH 11 - PROGRESS: at 0.55% examples, 205979 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:56,928 : INFO : EPOCH 11 - PROGRESS: at 0.65% examples, 206437 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:38:57,979 : INFO : EPOCH 11 - PROGRESS: at 0.76% examples, 206906 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:58,988 : INFO : EPOCH 11 - PROGRESS: at 0.86% examples, 205811 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:38:59,991 : INFO : EPOCH 11 - PROGRESS: at 0.97% examples, 205627 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:01,028 : INFO : EPOCH 11 - PROGRESS: at 1.10% examples, 205482 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:02,071 : INFO : EPOCH 11 - PROGRESS: at 1.21% examples, 205656 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:39:03,111 : INFO : EPOCH 11 - PROGRESS: at 1.31% examples, 204512 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:04,172 : INFO : EPOCH 11 - PROGRESS: at 1.40% examples, 201673 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:05,201 : INFO : EPOCH 11 - PROGRESS: at 1.51% examples, 200080 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:06,246 : INFO : EPOCH 11 - PROGRESS: at 1.62% examples, 200795 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:07,247 : INFO : EPOCH 11 - PROGRESS: at 1.74% examples, 201896 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:08,255 : INFO : EPOCH 11 - PROGRESS: at 1.85% examples, 201676 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:09,310 : INFO : EPOCH 11 - PROGRESS: at 1.96% examples, 202279 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:10,334 : INFO : EPOCH 11 - PROGRESS: at 2.07% examples, 202696 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:11,348 : INFO : EPOCH 11 - PROGRESS: at 2.18% examples, 202861 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:12,352 : INFO : EPOCH 11 - PROGRESS: at 2.28% examples, 202940 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:13,362 : INFO : EPOCH 11 - PROGRESS: at 2.39% examples, 203536 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:14,362 : INFO : EPOCH 11 - PROGRESS: at 2.51% examples, 203803 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:15,392 : INFO : EPOCH 11 - PROGRESS: at 2.63% examples, 203831 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:16,424 : INFO : EPOCH 11 - PROGRESS: at 2.74% examples, 204103 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:17,436 : INFO : EPOCH 11 - PROGRESS: at 2.85% examples, 204091 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:18,460 : INFO : EPOCH 11 - PROGRESS: at 2.95% examples, 204254 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:19,462 : INFO : EPOCH 11 - PROGRESS: at 3.07% examples, 204567 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:20,496 : INFO : EPOCH 11 - PROGRESS: at 3.18% examples, 204899 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:21,522 : INFO : EPOCH 11 - PROGRESS: at 3.30% examples, 204678 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:22,560 : INFO : EPOCH 11 - PROGRESS: at 3.41% examples, 205041 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:23,615 : INFO : EPOCH 11 - PROGRESS: at 3.55% examples, 205123 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:24,642 : INFO : EPOCH 11 - PROGRESS: at 3.65% examples, 205131 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:25,658 : INFO : EPOCH 11 - PROGRESS: at 3.75% examples, 205279 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:26,685 : INFO : EPOCH 11 - PROGRESS: at 3.86% examples, 205254 words/s, in_qsize 7, out_qsize 1
2020-07-17 02:39:27,705 : INFO : EPOCH 11 - PROGRESS: at 3.98% examples, 205606 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:28,735 : INFO : EPOCH 11 - PROGRESS: at 4.10% examples, 205663 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:29,751 : INFO : EPOCH 11 - PROGRESS: at 4.21% examples, 205613 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:30,808 : INFO : EPOCH 11 - PROGRESS: at 4.32% examples, 205679 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:31,822 : INFO : EPOCH 11 - PROGRESS: at 4.43% examples, 205863 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:39:32,825 : INFO : EPOCH 11 - PROGRESS: at 4.54% examples, 205960 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:33,842 : INFO : EPOCH 11 - PROGRESS: at 4.66% examples, 205958 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:39:34,846 : INFO : EPOCH 11 - PROGRESS: at 4.78% examples, 206289 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:35,854 : INFO : EPOCH 11 - PROGRESS: at 4.89% examples, 206124 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:36,859 : INFO : EPOCH 11 - PROGRESS: at 4.99% examples, 206150 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:37,875 : INFO : EPOCH 11 - PROGRESS: at 5.10% examples, 206208 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:38,955 : INFO : EPOCH 11 - PROGRESS: at 5.24% examples, 206170 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:39,980 : INFO : EPOCH 11 - PROGRESS: at 5.36% examples, 206196 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:40,988 : INFO : EPOCH 11 - PROGRESS: at 5.48% examples, 206396 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:42,006 : INFO : EPOCH 11 - PROGRESS: at 5.61% examples, 206410 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:43,007 : INFO : EPOCH 11 - PROGRESS: at 5.72% examples, 206517 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:44,017 : INFO : EPOCH 11 - PROGRESS: at 5.84% examples, 206521 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:45,030 : INFO : EPOCH 11 - PROGRESS: at 5.96% examples, 206636 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:46,091 : INFO : EPOCH 11 - PROGRESS: at 6.07% examples, 206591 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:47,112 : INFO : EPOCH 11 - PROGRESS: at 6.17% examples, 206657 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:48,152 : INFO : EPOCH 11 - PROGRESS: at 6.29% examples, 206765 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:49,190 : INFO : EPOCH 11 - PROGRESS: at 6.39% examples, 206819 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:50,225 : INFO : EPOCH 11 - PROGRESS: at 6.51% examples, 206896 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:51,285 : INFO : EPOCH 11 - PROGRESS: at 6.63% examples, 206740 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:52,294 : INFO : EPOCH 11 - PROGRESS: at 6.75% examples, 206813 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:53,325 : INFO : EPOCH 11 - PROGRESS: at 6.86% examples, 206956 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:54,360 : INFO : EPOCH 11 - PROGRESS: at 6.96% examples, 207010 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:55,365 : INFO : EPOCH 11 - PROGRESS: at 7.09% examples, 207021 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:56,383 : INFO : EPOCH 11 - PROGRESS: at 7.21% examples, 207031 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:57,431 : INFO : EPOCH 11 - PROGRESS: at 7.32% examples, 207004 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:58,466 : INFO : EPOCH 11 - PROGRESS: at 7.44% examples, 207114 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:39:59,489 : INFO : EPOCH 11 - PROGRESS: at 7.55% examples, 207102 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:00,493 : INFO : EPOCH 11 - PROGRESS: at 7.66% examples, 207208 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:01,505 : INFO : EPOCH 11 - PROGRESS: at 7.77% examples, 207261 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:02,609 : INFO : EPOCH 11 - PROGRESS: at 7.88% examples, 207105 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:03,634 : INFO : EPOCH 11 - PROGRESS: at 8.01% examples, 207253 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:40:04,638 : INFO : EPOCH 11 - PROGRESS: at 8.11% examples, 207232 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:05,640 : INFO : EPOCH 11 - PROGRESS: at 8.22% examples, 207196 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:06,665 : INFO : EPOCH 11 - PROGRESS: at 8.34% examples, 207222 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:07,741 : INFO : EPOCH 11 - PROGRESS: at 8.45% examples, 207244 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:08,752 : INFO : EPOCH 11 - PROGRESS: at 8.56% examples, 207263 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:09,765 : INFO : EPOCH 11 - PROGRESS: at 8.67% examples, 207346 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:10,798 : INFO : EPOCH 11 - PROGRESS: at 8.79% examples, 207325 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:11,831 : INFO : EPOCH 11 - PROGRESS: at 8.91% examples, 207382 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:12,842 : INFO : EPOCH 11 - PROGRESS: at 9.01% examples, 207317 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:13,895 : INFO : EPOCH 11 - PROGRESS: at 9.13% examples, 207378 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:14,905 : INFO : EPOCH 11 - PROGRESS: at 9.24% examples, 207551 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:15,954 : INFO : EPOCH 11 - PROGRESS: at 9.34% examples, 207442 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:16,981 : INFO : EPOCH 11 - PROGRESS: at 9.47% examples, 207464 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:18,004 : INFO : EPOCH 11 - PROGRESS: at 9.59% examples, 207529 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:19,024 : INFO : EPOCH 11 - PROGRESS: at 9.72% examples, 207501 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:20,041 : INFO : EPOCH 11 - PROGRESS: at 9.83% examples, 207538 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:21,088 : INFO : EPOCH 11 - PROGRESS: at 9.97% examples, 207534 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:22,093 : INFO : EPOCH 11 - PROGRESS: at 10.08% examples, 207601 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:23,132 : INFO : EPOCH 11 - PROGRESS: at 10.21% examples, 207582 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:40:24,159 : INFO : EPOCH 11 - PROGRESS: at 10.33% examples, 207487 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:25,176 : INFO : EPOCH 11 - PROGRESS: at 10.45% examples, 207522 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:26,188 : INFO : EPOCH 11 - PROGRESS: at 10.56% examples, 207579 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:27,206 : INFO : EPOCH 11 - PROGRESS: at 10.67% examples, 207546 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:28,236 : INFO : EPOCH 11 - PROGRESS: at 10.79% examples, 207564 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:29,237 : INFO : EPOCH 11 - PROGRESS: at 10.90% examples, 207676 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:30,287 : INFO : EPOCH 11 - PROGRESS: at 11.02% examples, 207602 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:31,313 : INFO : EPOCH 11 - PROGRESS: at 11.13% examples, 207625 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:32,365 : INFO : EPOCH 11 - PROGRESS: at 11.23% examples, 207572 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:33,382 : INFO : EPOCH 11 - PROGRESS: at 11.37% examples, 207582 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:40:34,409 : INFO : EPOCH 11 - PROGRESS: at 11.48% examples, 207681 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:35,414 : INFO : EPOCH 11 - PROGRESS: at 11.59% examples, 207738 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:36,449 : INFO : EPOCH 11 - PROGRESS: at 11.70% examples, 207677 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:40:37,460 : INFO : EPOCH 11 - PROGRESS: at 11.84% examples, 207708 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:38,468 : INFO : EPOCH 11 - PROGRESS: at 11.94% examples, 207735 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:39,478 : INFO : EPOCH 11 - PROGRESS: at 12.04% examples, 207727 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:40,489 : INFO : EPOCH 11 - PROGRESS: at 12.17% examples, 207766 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:41,507 : INFO : EPOCH 11 - PROGRESS: at 12.29% examples, 207786 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:42,552 : INFO : EPOCH 11 - PROGRESS: at 12.41% examples, 207691 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:43,590 : INFO : EPOCH 11 - PROGRESS: at 12.53% examples, 207741 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:44,619 : INFO : EPOCH 11 - PROGRESS: at 12.64% examples, 207775 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:45,628 : INFO : EPOCH 11 - PROGRESS: at 12.76% examples, 207798 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:46,640 : INFO : EPOCH 11 - PROGRESS: at 12.88% examples, 207755 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:47,721 : INFO : EPOCH 11 - PROGRESS: at 12.99% examples, 207740 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:48,726 : INFO : EPOCH 11 - PROGRESS: at 13.11% examples, 207831 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:49,798 : INFO : EPOCH 11 - PROGRESS: at 13.22% examples, 207799 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:50,810 : INFO : EPOCH 11 - PROGRESS: at 13.34% examples, 207834 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:51,814 : INFO : EPOCH 11 - PROGRESS: at 13.43% examples, 207814 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:52,831 : INFO : EPOCH 11 - PROGRESS: at 13.55% examples, 207813 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:40:53,873 : INFO : EPOCH 11 - PROGRESS: at 13.66% examples, 207863 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:54,882 : INFO : EPOCH 11 - PROGRESS: at 13.79% examples, 207806 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:55,946 : INFO : EPOCH 11 - PROGRESS: at 13.91% examples, 207883 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:57,012 : INFO : EPOCH 11 - PROGRESS: at 14.03% examples, 207883 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:58,022 : INFO : EPOCH 11 - PROGRESS: at 14.13% examples, 207879 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:40:59,055 : INFO : EPOCH 11 - PROGRESS: at 14.24% examples, 207902 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:00,061 : INFO : EPOCH 11 - PROGRESS: at 14.37% examples, 207930 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:41:01,077 : INFO : EPOCH 11 - PROGRESS: at 14.49% examples, 207898 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:02,123 : INFO : EPOCH 11 - PROGRESS: at 14.61% examples, 207900 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:03,138 : INFO : EPOCH 11 - PROGRESS: at 14.70% examples, 207971 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:04,162 : INFO : EPOCH 11 - PROGRESS: at 14.84% examples, 207982 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:05,241 : INFO : EPOCH 11 - PROGRESS: at 14.96% examples, 207905 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:06,244 : INFO : EPOCH 11 - PROGRESS: at 15.07% examples, 207965 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:07,270 : INFO : EPOCH 11 - PROGRESS: at 15.17% examples, 207950 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:41:08,288 : INFO : EPOCH 11 - PROGRESS: at 15.27% examples, 208002 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:09,300 : INFO : EPOCH 11 - PROGRESS: at 15.38% examples, 207950 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:10,418 : INFO : EPOCH 11 - PROGRESS: at 15.50% examples, 207917 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:11,491 : INFO : EPOCH 11 - PROGRESS: at 15.61% examples, 207925 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:12,547 : INFO : EPOCH 11 - PROGRESS: at 15.72% examples, 207970 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:13,568 : INFO : EPOCH 11 - PROGRESS: at 15.84% examples, 207985 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:14,616 : INFO : EPOCH 11 - PROGRESS: at 15.95% examples, 207963 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:15,685 : INFO : EPOCH 11 - PROGRESS: at 16.06% examples, 207990 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:16,691 : INFO : EPOCH 11 - PROGRESS: at 16.17% examples, 208024 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:17,715 : INFO : EPOCH 11 - PROGRESS: at 16.28% examples, 208003 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:18,718 : INFO : EPOCH 11 - PROGRESS: at 16.41% examples, 208033 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:19,744 : INFO : EPOCH 11 - PROGRESS: at 16.52% examples, 208023 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:20,748 : INFO : EPOCH 11 - PROGRESS: at 16.64% examples, 208041 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:21,753 : INFO : EPOCH 11 - PROGRESS: at 16.73% examples, 208017 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:22,762 : INFO : EPOCH 11 - PROGRESS: at 16.83% examples, 208018 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:23,762 : INFO : EPOCH 11 - PROGRESS: at 16.96% examples, 208109 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:41:24,878 : INFO : EPOCH 11 - PROGRESS: at 17.07% examples, 208012 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:25,909 : INFO : EPOCH 11 - PROGRESS: at 17.18% examples, 208085 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:26,910 : INFO : EPOCH 11 - PROGRESS: at 17.30% examples, 208097 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:27,984 : INFO : EPOCH 11 - PROGRESS: at 17.41% examples, 208047 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:29,005 : INFO : EPOCH 11 - PROGRESS: at 17.53% examples, 208089 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:41:30,072 : INFO : EPOCH 11 - PROGRESS: at 17.64% examples, 208064 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:41:31,079 : INFO : EPOCH 11 - PROGRESS: at 17.75% examples, 208092 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:32,127 : INFO : EPOCH 11 - PROGRESS: at 17.87% examples, 208106 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:33,137 : INFO : EPOCH 11 - PROGRESS: at 17.97% examples, 208082 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:34,163 : INFO : EPOCH 11 - PROGRESS: at 18.10% examples, 208076 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:35,170 : INFO : EPOCH 11 - PROGRESS: at 18.22% examples, 208110 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:36,173 : INFO : EPOCH 11 - PROGRESS: at 18.35% examples, 208144 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:41:37,275 : INFO : EPOCH 11 - PROGRESS: at 18.44% examples, 208090 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:38,278 : INFO : EPOCH 11 - PROGRESS: at 18.55% examples, 208158 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:39,371 : INFO : EPOCH 11 - PROGRESS: at 18.65% examples, 208114 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:40,386 : INFO : EPOCH 11 - PROGRESS: at 18.75% examples, 208108 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:41:41,402 : INFO : EPOCH 11 - PROGRESS: at 18.87% examples, 208152 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:42,409 : INFO : EPOCH 11 - PROGRESS: at 18.99% examples, 208160 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:43,438 : INFO : EPOCH 11 - PROGRESS: at 19.09% examples, 208176 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:44,442 : INFO : EPOCH 11 - PROGRESS: at 19.19% examples, 208219 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:45,454 : INFO : EPOCH 11 - PROGRESS: at 19.29% examples, 208224 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:41:46,476 : INFO : EPOCH 11 - PROGRESS: at 19.39% examples, 208200 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:47,548 : INFO : EPOCH 11 - PROGRESS: at 19.51% examples, 208172 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:48,564 : INFO : EPOCH 11 - PROGRESS: at 19.62% examples, 208192 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:49,623 : INFO : EPOCH 11 - PROGRESS: at 19.76% examples, 208185 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:50,634 : INFO : EPOCH 11 - PROGRESS: at 19.88% examples, 208219 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:51,699 : INFO : EPOCH 11 - PROGRESS: at 20.01% examples, 208169 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:52,729 : INFO : EPOCH 11 - PROGRESS: at 20.13% examples, 208221 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:53,785 : INFO : EPOCH 11 - PROGRESS: at 20.26% examples, 208198 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:54,859 : INFO : EPOCH 11 - PROGRESS: at 20.37% examples, 208205 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:55,912 : INFO : EPOCH 11 - PROGRESS: at 20.48% examples, 208225 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:56,984 : INFO : EPOCH 11 - PROGRESS: at 20.60% examples, 208226 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:57,997 : INFO : EPOCH 11 - PROGRESS: at 20.71% examples, 208210 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:41:59,021 : INFO : EPOCH 11 - PROGRESS: at 20.80% examples, 208241 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:00,054 : INFO : EPOCH 11 - PROGRESS: at 20.90% examples, 208244 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:01,075 : INFO : EPOCH 11 - PROGRESS: at 21.03% examples, 208266 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:02,081 : INFO : EPOCH 11 - PROGRESS: at 21.14% examples, 208288 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:03,154 : INFO : EPOCH 11 - PROGRESS: at 21.24% examples, 208251 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:04,162 : INFO : EPOCH 11 - PROGRESS: at 21.36% examples, 208258 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:05,225 : INFO : EPOCH 11 - PROGRESS: at 21.47% examples, 208261 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:06,235 : INFO : EPOCH 11 - PROGRESS: at 21.58% examples, 208289 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:07,286 : INFO : EPOCH 11 - PROGRESS: at 21.71% examples, 208247 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:08,302 : INFO : EPOCH 11 - PROGRESS: at 21.81% examples, 208261 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:09,319 : INFO : EPOCH 11 - PROGRESS: at 21.94% examples, 208263 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:10,324 : INFO : EPOCH 11 - PROGRESS: at 22.05% examples, 208307 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:11,342 : INFO : EPOCH 11 - PROGRESS: at 22.16% examples, 208309 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:12,352 : INFO : EPOCH 11 - PROGRESS: at 22.28% examples, 208312 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:13,354 : INFO : EPOCH 11 - PROGRESS: at 22.38% examples, 208332 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:14,360 : INFO : EPOCH 11 - PROGRESS: at 22.48% examples, 208335 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:42:15,364 : INFO : EPOCH 11 - PROGRESS: at 22.59% examples, 208296 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:16,374 : INFO : EPOCH 11 - PROGRESS: at 22.71% examples, 208345 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:17,389 : INFO : EPOCH 11 - PROGRESS: at 22.83% examples, 208315 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:18,442 : INFO : EPOCH 11 - PROGRESS: at 22.93% examples, 208301 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:42:19,495 : INFO : EPOCH 11 - PROGRESS: at 23.05% examples, 208327 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:42:20,502 : INFO : EPOCH 11 - PROGRESS: at 23.17% examples, 208327 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:21,546 : INFO : EPOCH 11 - PROGRESS: at 23.29% examples, 208325 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:42:22,575 : INFO : EPOCH 11 - PROGRESS: at 23.41% examples, 208336 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:23,578 : INFO : EPOCH 11 - PROGRESS: at 23.52% examples, 208384 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:24,609 : INFO : EPOCH 11 - PROGRESS: at 23.64% examples, 208359 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:25,625 : INFO : EPOCH 11 - PROGRESS: at 23.75% examples, 208367 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:26,642 : INFO : EPOCH 11 - PROGRESS: at 23.86% examples, 208339 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:27,721 : INFO : EPOCH 11 - PROGRESS: at 24.00% examples, 208340 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:28,755 : INFO : EPOCH 11 - PROGRESS: at 24.13% examples, 208342 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:29,779 : INFO : EPOCH 11 - PROGRESS: at 24.26% examples, 208379 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:30,823 : INFO : EPOCH 11 - PROGRESS: at 24.38% examples, 208342 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:31,824 : INFO : EPOCH 11 - PROGRESS: at 24.50% examples, 208354 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:32,887 : INFO : EPOCH 11 - PROGRESS: at 24.63% examples, 208349 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:33,907 : INFO : EPOCH 11 - PROGRESS: at 24.74% examples, 208363 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:34,959 : INFO : EPOCH 11 - PROGRESS: at 24.86% examples, 208368 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:35,969 : INFO : EPOCH 11 - PROGRESS: at 24.97% examples, 208355 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:37,005 : INFO : EPOCH 11 - PROGRESS: at 25.08% examples, 208369 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:38,014 : INFO : EPOCH 11 - PROGRESS: at 25.20% examples, 208375 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:39,032 : INFO : EPOCH 11 - PROGRESS: at 25.30% examples, 208348 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:42:40,098 : INFO : EPOCH 11 - PROGRESS: at 25.40% examples, 208348 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:41,105 : INFO : EPOCH 11 - PROGRESS: at 25.52% examples, 208377 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:42:42,139 : INFO : EPOCH 11 - PROGRESS: at 25.62% examples, 208392 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:43,190 : INFO : EPOCH 11 - PROGRESS: at 25.73% examples, 208373 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:44,222 : INFO : EPOCH 11 - PROGRESS: at 25.85% examples, 208368 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:45,260 : INFO : EPOCH 11 - PROGRESS: at 25.96% examples, 208373 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:42:46,315 : INFO : EPOCH 11 - PROGRESS: at 26.08% examples, 208378 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:47,322 : INFO : EPOCH 11 - PROGRESS: at 26.18% examples, 208412 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:48,346 : INFO : EPOCH 11 - PROGRESS: at 26.32% examples, 208387 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:49,373 : INFO : EPOCH 11 - PROGRESS: at 26.44% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:50,417 : INFO : EPOCH 11 - PROGRESS: at 26.57% examples, 208387 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:51,431 : INFO : EPOCH 11 - PROGRESS: at 26.67% examples, 208390 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:52,434 : INFO : EPOCH 11 - PROGRESS: at 26.77% examples, 208388 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:53,446 : INFO : EPOCH 11 - PROGRESS: at 26.88% examples, 208385 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:54,452 : INFO : EPOCH 11 - PROGRESS: at 27.01% examples, 208439 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:42:55,484 : INFO : EPOCH 11 - PROGRESS: at 27.11% examples, 208402 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:56,496 : INFO : EPOCH 11 - PROGRESS: at 27.23% examples, 208390 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:57,499 : INFO : EPOCH 11 - PROGRESS: at 27.34% examples, 208415 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:42:58,502 : INFO : EPOCH 11 - PROGRESS: at 27.45% examples, 208425 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:42:59,555 : INFO : EPOCH 11 - PROGRESS: at 27.55% examples, 208386 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:43:00,573 : INFO : EPOCH 11 - PROGRESS: at 27.66% examples, 208386 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:01,591 : INFO : EPOCH 11 - PROGRESS: at 27.78% examples, 208384 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:02,597 : INFO : EPOCH 11 - PROGRESS: at 27.89% examples, 208406 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:03,604 : INFO : EPOCH 11 - PROGRESS: at 28.01% examples, 208418 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:04,643 : INFO : EPOCH 11 - PROGRESS: at 28.13% examples, 208416 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:05,670 : INFO : EPOCH 11 - PROGRESS: at 28.25% examples, 208403 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:06,689 : INFO : EPOCH 11 - PROGRESS: at 28.38% examples, 208425 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:07,693 : INFO : EPOCH 11 - PROGRESS: at 28.49% examples, 208412 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:08,702 : INFO : EPOCH 11 - PROGRESS: at 28.58% examples, 208423 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:09,775 : INFO : EPOCH 11 - PROGRESS: at 28.69% examples, 208398 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:10,807 : INFO : EPOCH 11 - PROGRESS: at 28.81% examples, 208439 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:11,829 : INFO : EPOCH 11 - PROGRESS: at 28.94% examples, 208435 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:12,855 : INFO : EPOCH 11 - PROGRESS: at 29.06% examples, 208447 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:13,868 : INFO : EPOCH 11 - PROGRESS: at 29.16% examples, 208428 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:14,875 : INFO : EPOCH 11 - PROGRESS: at 29.28% examples, 208455 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:15,900 : INFO : EPOCH 11 - PROGRESS: at 29.39% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:16,957 : INFO : EPOCH 11 - PROGRESS: at 29.50% examples, 208411 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:43:18,017 : INFO : EPOCH 11 - PROGRESS: at 29.60% examples, 208445 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:19,025 : INFO : EPOCH 11 - PROGRESS: at 29.69% examples, 208448 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:20,052 : INFO : EPOCH 11 - PROGRESS: at 29.81% examples, 208453 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:21,074 : INFO : EPOCH 11 - PROGRESS: at 29.92% examples, 208462 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:22,077 : INFO : EPOCH 11 - PROGRESS: at 30.03% examples, 208469 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:23,122 : INFO : EPOCH 11 - PROGRESS: at 30.14% examples, 208452 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:24,142 : INFO : EPOCH 11 - PROGRESS: at 30.25% examples, 208467 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:25,180 : INFO : EPOCH 11 - PROGRESS: at 30.36% examples, 208450 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:26,191 : INFO : EPOCH 11 - PROGRESS: at 30.48% examples, 208480 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:27,200 : INFO : EPOCH 11 - PROGRESS: at 30.58% examples, 208465 words/s, in_qsize 7, out_qsize 1
2020-07-17 02:43:28,237 : INFO : EPOCH 11 - PROGRESS: at 30.69% examples, 208470 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:29,242 : INFO : EPOCH 11 - PROGRESS: at 30.80% examples, 208453 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:30,257 : INFO : EPOCH 11 - PROGRESS: at 30.92% examples, 208447 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:31,307 : INFO : EPOCH 11 - PROGRESS: at 31.04% examples, 208386 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:32,308 : INFO : EPOCH 11 - PROGRESS: at 31.16% examples, 208408 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:33,364 : INFO : EPOCH 11 - PROGRESS: at 31.27% examples, 208306 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:34,382 : INFO : EPOCH 11 - PROGRESS: at 31.36% examples, 208178 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:35,402 : INFO : EPOCH 11 - PROGRESS: at 31.47% examples, 208085 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:43:36,449 : INFO : EPOCH 11 - PROGRESS: at 31.58% examples, 208068 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:43:37,486 : INFO : EPOCH 11 - PROGRESS: at 31.70% examples, 208087 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:38,545 : INFO : EPOCH 11 - PROGRESS: at 31.82% examples, 208071 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:43:39,614 : INFO : EPOCH 11 - PROGRESS: at 31.93% examples, 208072 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:40,683 : INFO : EPOCH 11 - PROGRESS: at 32.05% examples, 208066 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:41,759 : INFO : EPOCH 11 - PROGRESS: at 32.18% examples, 208077 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:42,846 : INFO : EPOCH 11 - PROGRESS: at 32.30% examples, 208083 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:43,865 : INFO : EPOCH 11 - PROGRESS: at 32.40% examples, 208114 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:44,866 : INFO : EPOCH 11 - PROGRESS: at 32.50% examples, 208084 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:45,900 : INFO : EPOCH 11 - PROGRESS: at 32.62% examples, 208110 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:46,910 : INFO : EPOCH 11 - PROGRESS: at 32.74% examples, 208099 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:47,943 : INFO : EPOCH 11 - PROGRESS: at 32.86% examples, 208108 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:48,984 : INFO : EPOCH 11 - PROGRESS: at 32.97% examples, 208094 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:49,993 : INFO : EPOCH 11 - PROGRESS: at 33.08% examples, 208151 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:51,017 : INFO : EPOCH 11 - PROGRESS: at 33.20% examples, 208130 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:52,049 : INFO : EPOCH 11 - PROGRESS: at 33.30% examples, 208123 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:53,079 : INFO : EPOCH 11 - PROGRESS: at 33.43% examples, 208141 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:54,116 : INFO : EPOCH 11 - PROGRESS: at 33.54% examples, 208126 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:43:55,178 : INFO : EPOCH 11 - PROGRESS: at 33.66% examples, 208130 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:43:56,197 : INFO : EPOCH 11 - PROGRESS: at 33.79% examples, 208146 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:57,213 : INFO : EPOCH 11 - PROGRESS: at 33.90% examples, 208157 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:58,231 : INFO : EPOCH 11 - PROGRESS: at 34.00% examples, 208156 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:43:59,250 : INFO : EPOCH 11 - PROGRESS: at 34.13% examples, 208152 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:00,279 : INFO : EPOCH 11 - PROGRESS: at 34.23% examples, 208152 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:01,305 : INFO : EPOCH 11 - PROGRESS: at 34.34% examples, 208136 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:02,331 : INFO : EPOCH 11 - PROGRESS: at 34.46% examples, 208164 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:03,354 : INFO : EPOCH 11 - PROGRESS: at 34.58% examples, 208160 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:44:04,372 : INFO : EPOCH 11 - PROGRESS: at 34.68% examples, 208177 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:05,387 : INFO : EPOCH 11 - PROGRESS: at 34.79% examples, 208172 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:06,410 : INFO : EPOCH 11 - PROGRESS: at 34.90% examples, 208171 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:44:07,442 : INFO : EPOCH 11 - PROGRESS: at 35.01% examples, 208164 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:08,442 : INFO : EPOCH 11 - PROGRESS: at 35.10% examples, 208176 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:09,484 : INFO : EPOCH 11 - PROGRESS: at 35.23% examples, 208170 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:10,493 : INFO : EPOCH 11 - PROGRESS: at 35.35% examples, 208197 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:11,578 : INFO : EPOCH 11 - PROGRESS: at 35.45% examples, 208160 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:12,590 : INFO : EPOCH 11 - PROGRESS: at 35.57% examples, 208185 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:13,595 : INFO : EPOCH 11 - PROGRESS: at 35.70% examples, 208195 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:14,624 : INFO : EPOCH 11 - PROGRESS: at 35.82% examples, 208208 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:15,645 : INFO : EPOCH 11 - PROGRESS: at 35.93% examples, 208202 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:16,661 : INFO : EPOCH 11 - PROGRESS: at 36.04% examples, 208204 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:17,694 : INFO : EPOCH 11 - PROGRESS: at 36.14% examples, 208203 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:18,725 : INFO : EPOCH 11 - PROGRESS: at 36.27% examples, 208200 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:19,767 : INFO : EPOCH 11 - PROGRESS: at 36.37% examples, 208181 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:20,772 : INFO : EPOCH 11 - PROGRESS: at 36.48% examples, 208221 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:21,790 : INFO : EPOCH 11 - PROGRESS: at 36.59% examples, 208214 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:22,818 : INFO : EPOCH 11 - PROGRESS: at 36.70% examples, 208217 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:23,828 : INFO : EPOCH 11 - PROGRESS: at 36.81% examples, 208203 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:24,838 : INFO : EPOCH 11 - PROGRESS: at 36.91% examples, 208222 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:25,842 : INFO : EPOCH 11 - PROGRESS: at 37.01% examples, 208204 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:26,865 : INFO : EPOCH 11 - PROGRESS: at 37.12% examples, 208221 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:27,907 : INFO : EPOCH 11 - PROGRESS: at 37.23% examples, 208210 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:28,910 : INFO : EPOCH 11 - PROGRESS: at 37.36% examples, 208221 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:29,930 : INFO : EPOCH 11 - PROGRESS: at 37.47% examples, 208215 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:30,954 : INFO : EPOCH 11 - PROGRESS: at 37.60% examples, 208213 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:32,011 : INFO : EPOCH 11 - PROGRESS: at 37.72% examples, 208224 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:33,037 : INFO : EPOCH 11 - PROGRESS: at 37.84% examples, 208228 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:34,085 : INFO : EPOCH 11 - PROGRESS: at 37.96% examples, 208226 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:35,142 : INFO : EPOCH 11 - PROGRESS: at 38.07% examples, 208202 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:36,160 : INFO : EPOCH 11 - PROGRESS: at 38.19% examples, 208219 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:37,212 : INFO : EPOCH 11 - PROGRESS: at 38.31% examples, 208231 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:38,242 : INFO : EPOCH 11 - PROGRESS: at 38.43% examples, 208234 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:39,248 : INFO : EPOCH 11 - PROGRESS: at 38.56% examples, 208250 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:40,251 : INFO : EPOCH 11 - PROGRESS: at 38.68% examples, 208258 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:41,261 : INFO : EPOCH 11 - PROGRESS: at 38.80% examples, 208248 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:42,287 : INFO : EPOCH 11 - PROGRESS: at 38.92% examples, 208243 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:43,323 : INFO : EPOCH 11 - PROGRESS: at 39.04% examples, 208253 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:44,334 : INFO : EPOCH 11 - PROGRESS: at 39.16% examples, 208263 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:45,386 : INFO : EPOCH 11 - PROGRESS: at 39.28% examples, 208250 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:46,411 : INFO : EPOCH 11 - PROGRESS: at 39.39% examples, 208256 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:47,412 : INFO : EPOCH 11 - PROGRESS: at 39.49% examples, 208257 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:48,442 : INFO : EPOCH 11 - PROGRESS: at 39.59% examples, 208271 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:49,445 : INFO : EPOCH 11 - PROGRESS: at 39.70% examples, 208278 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:50,450 : INFO : EPOCH 11 - PROGRESS: at 39.81% examples, 208272 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:51,530 : INFO : EPOCH 11 - PROGRESS: at 39.94% examples, 208271 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:52,575 : INFO : EPOCH 11 - PROGRESS: at 40.04% examples, 208277 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:53,600 : INFO : EPOCH 11 - PROGRESS: at 40.16% examples, 208275 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:44:54,628 : INFO : EPOCH 11 - PROGRESS: at 40.29% examples, 208267 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:55,649 : INFO : EPOCH 11 - PROGRESS: at 40.39% examples, 208293 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:44:56,673 : INFO : EPOCH 11 - PROGRESS: at 40.50% examples, 208281 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:57,686 : INFO : EPOCH 11 - PROGRESS: at 40.62% examples, 208311 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:58,707 : INFO : EPOCH 11 - PROGRESS: at 40.72% examples, 208296 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:44:59,721 : INFO : EPOCH 11 - PROGRESS: at 40.84% examples, 208296 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:00,727 : INFO : EPOCH 11 - PROGRESS: at 40.95% examples, 208295 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:01,736 : INFO : EPOCH 11 - PROGRESS: at 41.06% examples, 208290 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:02,739 : INFO : EPOCH 11 - PROGRESS: at 41.18% examples, 208294 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:03,745 : INFO : EPOCH 11 - PROGRESS: at 41.29% examples, 208304 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:04,769 : INFO : EPOCH 11 - PROGRESS: at 41.40% examples, 208284 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:05,776 : INFO : EPOCH 11 - PROGRESS: at 41.51% examples, 208288 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:06,791 : INFO : EPOCH 11 - PROGRESS: at 41.61% examples, 208290 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:07,801 : INFO : EPOCH 11 - PROGRESS: at 41.73% examples, 208287 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:08,827 : INFO : EPOCH 11 - PROGRESS: at 41.86% examples, 208295 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:09,835 : INFO : EPOCH 11 - PROGRESS: at 41.98% examples, 208302 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:10,869 : INFO : EPOCH 11 - PROGRESS: at 42.11% examples, 208304 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:11,911 : INFO : EPOCH 11 - PROGRESS: at 42.21% examples, 208300 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:12,920 : INFO : EPOCH 11 - PROGRESS: at 42.32% examples, 208301 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:13,928 : INFO : EPOCH 11 - PROGRESS: at 42.43% examples, 208293 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:14,950 : INFO : EPOCH 11 - PROGRESS: at 42.56% examples, 208328 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:15,986 : INFO : EPOCH 11 - PROGRESS: at 42.67% examples, 208303 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:16,998 : INFO : EPOCH 11 - PROGRESS: at 42.78% examples, 208298 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:18,040 : INFO : EPOCH 11 - PROGRESS: at 42.90% examples, 208308 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:19,062 : INFO : EPOCH 11 - PROGRESS: at 43.00% examples, 208322 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:20,063 : INFO : EPOCH 11 - PROGRESS: at 43.12% examples, 208306 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:21,078 : INFO : EPOCH 11 - PROGRESS: at 43.23% examples, 208311 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:22,092 : INFO : EPOCH 11 - PROGRESS: at 43.32% examples, 208301 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:23,113 : INFO : EPOCH 11 - PROGRESS: at 43.43% examples, 208318 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:24,124 : INFO : EPOCH 11 - PROGRESS: at 43.55% examples, 208314 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:25,139 : INFO : EPOCH 11 - PROGRESS: at 43.66% examples, 208311 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:26,145 : INFO : EPOCH 11 - PROGRESS: at 43.78% examples, 208312 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:27,147 : INFO : EPOCH 11 - PROGRESS: at 43.89% examples, 208322 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:28,179 : INFO : EPOCH 11 - PROGRESS: at 44.02% examples, 208320 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:29,196 : INFO : EPOCH 11 - PROGRESS: at 44.14% examples, 208328 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:30,214 : INFO : EPOCH 11 - PROGRESS: at 44.24% examples, 208333 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:31,216 : INFO : EPOCH 11 - PROGRESS: at 44.36% examples, 208345 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:32,258 : INFO : EPOCH 11 - PROGRESS: at 44.48% examples, 208319 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:33,320 : INFO : EPOCH 11 - PROGRESS: at 44.59% examples, 208337 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:34,378 : INFO : EPOCH 11 - PROGRESS: at 44.70% examples, 208322 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:35,386 : INFO : EPOCH 11 - PROGRESS: at 44.80% examples, 208341 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:36,435 : INFO : EPOCH 11 - PROGRESS: at 44.91% examples, 208336 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:37,445 : INFO : EPOCH 11 - PROGRESS: at 45.02% examples, 208351 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:38,456 : INFO : EPOCH 11 - PROGRESS: at 45.15% examples, 208351 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:39,502 : INFO : EPOCH 11 - PROGRESS: at 45.28% examples, 208338 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:40,506 : INFO : EPOCH 11 - PROGRESS: at 45.39% examples, 208347 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:41,551 : INFO : EPOCH 11 - PROGRESS: at 45.51% examples, 208353 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:42,567 : INFO : EPOCH 11 - PROGRESS: at 45.62% examples, 208343 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:43,591 : INFO : EPOCH 11 - PROGRESS: at 45.75% examples, 208348 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:44,611 : INFO : EPOCH 11 - PROGRESS: at 45.85% examples, 208355 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:45,630 : INFO : EPOCH 11 - PROGRESS: at 45.95% examples, 208347 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:46,656 : INFO : EPOCH 11 - PROGRESS: at 46.07% examples, 208338 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:47,662 : INFO : EPOCH 11 - PROGRESS: at 46.17% examples, 208353 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:48,720 : INFO : EPOCH 11 - PROGRESS: at 46.30% examples, 208356 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:49,737 : INFO : EPOCH 11 - PROGRESS: at 46.41% examples, 208354 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:50,741 : INFO : EPOCH 11 - PROGRESS: at 46.53% examples, 208370 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:51,753 : INFO : EPOCH 11 - PROGRESS: at 46.64% examples, 208363 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:52,753 : INFO : EPOCH 11 - PROGRESS: at 46.76% examples, 208370 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:53,803 : INFO : EPOCH 11 - PROGRESS: at 46.85% examples, 208354 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:54,822 : INFO : EPOCH 11 - PROGRESS: at 46.99% examples, 208364 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:55,840 : INFO : EPOCH 11 - PROGRESS: at 47.11% examples, 208364 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:56,917 : INFO : EPOCH 11 - PROGRESS: at 47.21% examples, 208348 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:57,959 : INFO : EPOCH 11 - PROGRESS: at 47.32% examples, 208364 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:58,979 : INFO : EPOCH 11 - PROGRESS: at 47.45% examples, 208372 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:45:59,986 : INFO : EPOCH 11 - PROGRESS: at 47.55% examples, 208363 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:01,003 : INFO : EPOCH 11 - PROGRESS: at 47.66% examples, 208381 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:02,018 : INFO : EPOCH 11 - PROGRESS: at 47.77% examples, 208353 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:03,065 : INFO : EPOCH 11 - PROGRESS: at 47.89% examples, 208361 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:46:04,102 : INFO : EPOCH 11 - PROGRESS: at 48.00% examples, 208364 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:05,124 : INFO : EPOCH 11 - PROGRESS: at 48.13% examples, 208376 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:06,180 : INFO : EPOCH 11 - PROGRESS: at 48.26% examples, 208376 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:07,182 : INFO : EPOCH 11 - PROGRESS: at 48.37% examples, 208385 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:08,214 : INFO : EPOCH 11 - PROGRESS: at 48.48% examples, 208378 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:09,221 : INFO : EPOCH 11 - PROGRESS: at 48.58% examples, 208389 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:10,241 : INFO : EPOCH 11 - PROGRESS: at 48.70% examples, 208378 words/s, in_qsize 7, out_qsize 1
2020-07-17 02:46:11,303 : INFO : EPOCH 11 - PROGRESS: at 48.80% examples, 208378 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:12,318 : INFO : EPOCH 11 - PROGRESS: at 48.91% examples, 208386 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:13,324 : INFO : EPOCH 11 - PROGRESS: at 49.01% examples, 208388 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:14,365 : INFO : EPOCH 11 - PROGRESS: at 49.12% examples, 208385 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:15,402 : INFO : EPOCH 11 - PROGRESS: at 49.24% examples, 208389 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:16,498 : INFO : EPOCH 11 - PROGRESS: at 49.36% examples, 208380 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:17,509 : INFO : EPOCH 11 - PROGRESS: at 49.49% examples, 208404 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:18,532 : INFO : EPOCH 11 - PROGRESS: at 49.59% examples, 208391 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:19,553 : INFO : EPOCH 11 - PROGRESS: at 49.70% examples, 208398 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:20,565 : INFO : EPOCH 11 - PROGRESS: at 49.80% examples, 208401 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:21,595 : INFO : EPOCH 11 - PROGRESS: at 49.92% examples, 208399 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:22,644 : INFO : EPOCH 11 - PROGRESS: at 50.03% examples, 208394 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:23,655 : INFO : EPOCH 11 - PROGRESS: at 50.15% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:24,728 : INFO : EPOCH 11 - PROGRESS: at 50.27% examples, 208394 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:25,735 : INFO : EPOCH 11 - PROGRESS: at 50.38% examples, 208419 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:26,759 : INFO : EPOCH 11 - PROGRESS: at 50.48% examples, 208398 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:27,768 : INFO : EPOCH 11 - PROGRESS: at 50.58% examples, 208408 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:28,788 : INFO : EPOCH 11 - PROGRESS: at 50.70% examples, 208403 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:29,809 : INFO : EPOCH 11 - PROGRESS: at 50.79% examples, 208394 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:30,810 : INFO : EPOCH 11 - PROGRESS: at 50.91% examples, 208407 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:31,826 : INFO : EPOCH 11 - PROGRESS: at 51.01% examples, 208397 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:32,893 : INFO : EPOCH 11 - PROGRESS: at 51.13% examples, 208393 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:33,941 : INFO : EPOCH 11 - PROGRESS: at 51.24% examples, 208404 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:34,949 : INFO : EPOCH 11 - PROGRESS: at 51.35% examples, 208409 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:35,975 : INFO : EPOCH 11 - PROGRESS: at 51.45% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:37,017 : INFO : EPOCH 11 - PROGRESS: at 51.56% examples, 208404 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:38,022 : INFO : EPOCH 11 - PROGRESS: at 51.67% examples, 208414 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:39,025 : INFO : EPOCH 11 - PROGRESS: at 51.78% examples, 208406 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:46:40,031 : INFO : EPOCH 11 - PROGRESS: at 51.87% examples, 208401 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:41,098 : INFO : EPOCH 11 - PROGRESS: at 51.99% examples, 208405 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:42,099 : INFO : EPOCH 11 - PROGRESS: at 52.12% examples, 208422 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:43,112 : INFO : EPOCH 11 - PROGRESS: at 52.22% examples, 208417 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:44,194 : INFO : EPOCH 11 - PROGRESS: at 52.36% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:45,205 : INFO : EPOCH 11 - PROGRESS: at 52.49% examples, 208412 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:46,223 : INFO : EPOCH 11 - PROGRESS: at 52.60% examples, 208405 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:47,283 : INFO : EPOCH 11 - PROGRESS: at 52.74% examples, 208404 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:48,285 : INFO : EPOCH 11 - PROGRESS: at 52.85% examples, 208415 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:49,357 : INFO : EPOCH 11 - PROGRESS: at 52.97% examples, 208413 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:50,367 : INFO : EPOCH 11 - PROGRESS: at 53.08% examples, 208423 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:51,418 : INFO : EPOCH 11 - PROGRESS: at 53.20% examples, 208431 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:52,437 : INFO : EPOCH 11 - PROGRESS: at 53.31% examples, 208441 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:53,465 : INFO : EPOCH 11 - PROGRESS: at 53.41% examples, 208434 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:54,511 : INFO : EPOCH 11 - PROGRESS: at 53.55% examples, 208426 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:55,531 : INFO : EPOCH 11 - PROGRESS: at 53.68% examples, 208452 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:56,548 : INFO : EPOCH 11 - PROGRESS: at 53.79% examples, 208435 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:57,557 : INFO : EPOCH 11 - PROGRESS: at 53.91% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:58,591 : INFO : EPOCH 11 - PROGRESS: at 54.02% examples, 208442 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:46:59,606 : INFO : EPOCH 11 - PROGRESS: at 54.13% examples, 208453 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:00,621 : INFO : EPOCH 11 - PROGRESS: at 54.24% examples, 208433 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:47:01,627 : INFO : EPOCH 11 - PROGRESS: at 54.36% examples, 208451 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:47:02,654 : INFO : EPOCH 11 - PROGRESS: at 54.47% examples, 208439 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:03,688 : INFO : EPOCH 11 - PROGRESS: at 54.58% examples, 208444 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:04,722 : INFO : EPOCH 11 - PROGRESS: at 54.70% examples, 208432 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:05,733 : INFO : EPOCH 11 - PROGRESS: at 54.81% examples, 208449 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:06,750 : INFO : EPOCH 11 - PROGRESS: at 54.92% examples, 208445 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:07,770 : INFO : EPOCH 11 - PROGRESS: at 55.03% examples, 208449 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:08,790 : INFO : EPOCH 11 - PROGRESS: at 55.12% examples, 208443 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:09,815 : INFO : EPOCH 11 - PROGRESS: at 55.24% examples, 208444 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:10,864 : INFO : EPOCH 11 - PROGRESS: at 55.35% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:11,907 : INFO : EPOCH 11 - PROGRESS: at 55.47% examples, 208457 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:12,908 : INFO : EPOCH 11 - PROGRESS: at 55.57% examples, 208459 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:13,922 : INFO : EPOCH 11 - PROGRESS: at 55.68% examples, 208458 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:14,961 : INFO : EPOCH 11 - PROGRESS: at 55.80% examples, 208460 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:15,995 : INFO : EPOCH 11 - PROGRESS: at 55.90% examples, 208448 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:17,026 : INFO : EPOCH 11 - PROGRESS: at 56.04% examples, 208461 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:18,089 : INFO : EPOCH 11 - PROGRESS: at 56.15% examples, 208460 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:19,100 : INFO : EPOCH 11 - PROGRESS: at 56.27% examples, 208457 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:20,117 : INFO : EPOCH 11 - PROGRESS: at 56.37% examples, 208449 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:21,197 : INFO : EPOCH 11 - PROGRESS: at 56.50% examples, 208447 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:22,240 : INFO : EPOCH 11 - PROGRESS: at 56.60% examples, 208451 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:23,299 : INFO : EPOCH 11 - PROGRESS: at 56.72% examples, 208441 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:24,301 : INFO : EPOCH 11 - PROGRESS: at 56.84% examples, 208460 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:25,353 : INFO : EPOCH 11 - PROGRESS: at 56.96% examples, 208450 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:26,443 : INFO : EPOCH 11 - PROGRESS: at 57.09% examples, 208443 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:27,467 : INFO : EPOCH 11 - PROGRESS: at 57.20% examples, 208446 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:28,477 : INFO : EPOCH 11 - PROGRESS: at 57.33% examples, 208458 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:29,488 : INFO : EPOCH 11 - PROGRESS: at 57.43% examples, 208478 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:30,502 : INFO : EPOCH 11 - PROGRESS: at 57.52% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:31,559 : INFO : EPOCH 11 - PROGRESS: at 57.64% examples, 208459 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:32,576 : INFO : EPOCH 11 - PROGRESS: at 57.76% examples, 208459 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:33,582 : INFO : EPOCH 11 - PROGRESS: at 57.86% examples, 208472 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:34,616 : INFO : EPOCH 11 - PROGRESS: at 57.97% examples, 208469 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:35,623 : INFO : EPOCH 11 - PROGRESS: at 58.08% examples, 208474 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:47:36,652 : INFO : EPOCH 11 - PROGRESS: at 58.18% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:37,655 : INFO : EPOCH 11 - PROGRESS: at 58.31% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:38,735 : INFO : EPOCH 11 - PROGRESS: at 58.44% examples, 208468 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:39,737 : INFO : EPOCH 11 - PROGRESS: at 58.56% examples, 208476 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:40,782 : INFO : EPOCH 11 - PROGRESS: at 58.68% examples, 208476 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:41,785 : INFO : EPOCH 11 - PROGRESS: at 58.78% examples, 208481 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:42,835 : INFO : EPOCH 11 - PROGRESS: at 58.89% examples, 208483 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:43,870 : INFO : EPOCH 11 - PROGRESS: at 59.01% examples, 208480 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:44,876 : INFO : EPOCH 11 - PROGRESS: at 59.11% examples, 208483 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:45,935 : INFO : EPOCH 11 - PROGRESS: at 59.23% examples, 208473 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:46,981 : INFO : EPOCH 11 - PROGRESS: at 59.35% examples, 208481 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:48,052 : INFO : EPOCH 11 - PROGRESS: at 59.46% examples, 208480 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:49,063 : INFO : EPOCH 11 - PROGRESS: at 59.59% examples, 208477 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:47:50,111 : INFO : EPOCH 11 - PROGRESS: at 59.70% examples, 208480 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:51,141 : INFO : EPOCH 11 - PROGRESS: at 59.82% examples, 208483 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:47:52,164 : INFO : EPOCH 11 - PROGRESS: at 59.93% examples, 208490 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:47:53,219 : INFO : EPOCH 11 - PROGRESS: at 60.05% examples, 208487 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:54,234 : INFO : EPOCH 11 - PROGRESS: at 60.18% examples, 208502 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:55,245 : INFO : EPOCH 11 - PROGRESS: at 60.27% examples, 208483 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:56,276 : INFO : EPOCH 11 - PROGRESS: at 60.39% examples, 208479 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:47:57,296 : INFO : EPOCH 11 - PROGRESS: at 60.51% examples, 208489 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:58,300 : INFO : EPOCH 11 - PROGRESS: at 60.64% examples, 208488 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:47:59,349 : INFO : EPOCH 11 - PROGRESS: at 60.76% examples, 208484 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:00,353 : INFO : EPOCH 11 - PROGRESS: at 60.87% examples, 208463 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:01,374 : INFO : EPOCH 11 - PROGRESS: at 61.01% examples, 208465 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:02,388 : INFO : EPOCH 11 - PROGRESS: at 61.12% examples, 208455 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:03,391 : INFO : EPOCH 11 - PROGRESS: at 61.23% examples, 208451 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:04,451 : INFO : EPOCH 11 - PROGRESS: at 61.35% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:05,470 : INFO : EPOCH 11 - PROGRESS: at 61.44% examples, 208434 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:06,541 : INFO : EPOCH 11 - PROGRESS: at 61.56% examples, 208423 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:48:07,572 : INFO : EPOCH 11 - PROGRESS: at 61.65% examples, 208341 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:08,596 : INFO : EPOCH 11 - PROGRESS: at 61.77% examples, 208289 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:09,611 : INFO : EPOCH 11 - PROGRESS: at 61.92% examples, 208302 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:10,637 : INFO : EPOCH 11 - PROGRESS: at 62.02% examples, 208291 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:11,688 : INFO : EPOCH 11 - PROGRESS: at 62.15% examples, 208283 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:12,774 : INFO : EPOCH 11 - PROGRESS: at 62.27% examples, 208286 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:13,806 : INFO : EPOCH 11 - PROGRESS: at 62.39% examples, 208305 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:14,830 : INFO : EPOCH 11 - PROGRESS: at 62.50% examples, 208292 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:48:15,838 : INFO : EPOCH 11 - PROGRESS: at 62.63% examples, 208305 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:48:16,841 : INFO : EPOCH 11 - PROGRESS: at 62.75% examples, 208299 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:17,843 : INFO : EPOCH 11 - PROGRESS: at 62.88% examples, 208313 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:18,850 : INFO : EPOCH 11 - PROGRESS: at 62.99% examples, 208304 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:19,916 : INFO : EPOCH 11 - PROGRESS: at 63.11% examples, 208292 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:20,921 : INFO : EPOCH 11 - PROGRESS: at 63.22% examples, 208298 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:21,929 : INFO : EPOCH 11 - PROGRESS: at 63.32% examples, 208310 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:22,934 : INFO : EPOCH 11 - PROGRESS: at 63.43% examples, 208311 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:23,941 : INFO : EPOCH 11 - PROGRESS: at 63.54% examples, 208318 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:24,959 : INFO : EPOCH 11 - PROGRESS: at 63.65% examples, 208308 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:25,980 : INFO : EPOCH 11 - PROGRESS: at 63.76% examples, 208310 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:27,001 : INFO : EPOCH 11 - PROGRESS: at 63.86% examples, 208320 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:28,020 : INFO : EPOCH 11 - PROGRESS: at 63.97% examples, 208301 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:29,040 : INFO : EPOCH 11 - PROGRESS: at 64.08% examples, 208307 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:30,068 : INFO : EPOCH 11 - PROGRESS: at 64.19% examples, 208310 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:31,072 : INFO : EPOCH 11 - PROGRESS: at 64.28% examples, 208317 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:32,087 : INFO : EPOCH 11 - PROGRESS: at 64.41% examples, 208316 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:33,097 : INFO : EPOCH 11 - PROGRESS: at 64.52% examples, 208311 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:48:34,105 : INFO : EPOCH 11 - PROGRESS: at 64.61% examples, 208314 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:35,111 : INFO : EPOCH 11 - PROGRESS: at 64.72% examples, 208313 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:36,111 : INFO : EPOCH 11 - PROGRESS: at 64.85% examples, 208314 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:37,128 : INFO : EPOCH 11 - PROGRESS: at 64.96% examples, 208311 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:38,168 : INFO : EPOCH 11 - PROGRESS: at 65.08% examples, 208316 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:39,203 : INFO : EPOCH 11 - PROGRESS: at 65.20% examples, 208313 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:40,215 : INFO : EPOCH 11 - PROGRESS: at 65.32% examples, 208322 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:41,216 : INFO : EPOCH 11 - PROGRESS: at 65.45% examples, 208333 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:42,262 : INFO : EPOCH 11 - PROGRESS: at 65.55% examples, 208310 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:48:43,266 : INFO : EPOCH 11 - PROGRESS: at 65.65% examples, 208324 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:44,286 : INFO : EPOCH 11 - PROGRESS: at 65.77% examples, 208324 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:45,326 : INFO : EPOCH 11 - PROGRESS: at 65.90% examples, 208322 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:46,341 : INFO : EPOCH 11 - PROGRESS: at 66.00% examples, 208327 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:47,429 : INFO : EPOCH 11 - PROGRESS: at 66.13% examples, 208320 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:48,434 : INFO : EPOCH 11 - PROGRESS: at 66.24% examples, 208332 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:49,479 : INFO : EPOCH 11 - PROGRESS: at 66.37% examples, 208327 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:48:50,502 : INFO : EPOCH 11 - PROGRESS: at 66.50% examples, 208339 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:48:51,514 : INFO : EPOCH 11 - PROGRESS: at 66.60% examples, 208349 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:52,521 : INFO : EPOCH 11 - PROGRESS: at 66.70% examples, 208340 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:53,531 : INFO : EPOCH 11 - PROGRESS: at 66.82% examples, 208348 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:54,538 : INFO : EPOCH 11 - PROGRESS: at 66.94% examples, 208345 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:55,556 : INFO : EPOCH 11 - PROGRESS: at 67.05% examples, 208348 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:56,559 : INFO : EPOCH 11 - PROGRESS: at 67.16% examples, 208354 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:57,565 : INFO : EPOCH 11 - PROGRESS: at 67.29% examples, 208344 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:58,599 : INFO : EPOCH 11 - PROGRESS: at 67.41% examples, 208341 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:48:59,636 : INFO : EPOCH 11 - PROGRESS: at 67.53% examples, 208352 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:00,637 : INFO : EPOCH 11 - PROGRESS: at 67.64% examples, 208346 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:01,664 : INFO : EPOCH 11 - PROGRESS: at 67.75% examples, 208352 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:49:02,696 : INFO : EPOCH 11 - PROGRESS: at 67.86% examples, 208350 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:03,702 : INFO : EPOCH 11 - PROGRESS: at 67.97% examples, 208355 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:04,723 : INFO : EPOCH 11 - PROGRESS: at 68.08% examples, 208346 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:05,739 : INFO : EPOCH 11 - PROGRESS: at 68.21% examples, 208347 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:06,755 : INFO : EPOCH 11 - PROGRESS: at 68.34% examples, 208369 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:07,755 : INFO : EPOCH 11 - PROGRESS: at 68.44% examples, 208369 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:08,787 : INFO : EPOCH 11 - PROGRESS: at 68.55% examples, 208349 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:09,845 : INFO : EPOCH 11 - PROGRESS: at 68.67% examples, 208360 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:10,853 : INFO : EPOCH 11 - PROGRESS: at 68.80% examples, 208376 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:11,893 : INFO : EPOCH 11 - PROGRESS: at 68.90% examples, 208360 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:12,894 : INFO : EPOCH 11 - PROGRESS: at 68.99% examples, 208367 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:13,911 : INFO : EPOCH 11 - PROGRESS: at 69.11% examples, 208367 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:14,941 : INFO : EPOCH 11 - PROGRESS: at 69.21% examples, 208362 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:15,947 : INFO : EPOCH 11 - PROGRESS: at 69.33% examples, 208373 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:16,947 : INFO : EPOCH 11 - PROGRESS: at 69.44% examples, 208367 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:17,953 : INFO : EPOCH 11 - PROGRESS: at 69.57% examples, 208367 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:18,967 : INFO : EPOCH 11 - PROGRESS: at 69.68% examples, 208374 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:20,030 : INFO : EPOCH 11 - PROGRESS: at 69.80% examples, 208371 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:21,084 : INFO : EPOCH 11 - PROGRESS: at 69.92% examples, 208378 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:22,115 : INFO : EPOCH 11 - PROGRESS: at 70.04% examples, 208367 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:23,173 : INFO : EPOCH 11 - PROGRESS: at 70.15% examples, 208374 words/s, in_qsize 7, out_qsize 1
2020-07-17 02:49:24,246 : INFO : EPOCH 11 - PROGRESS: at 70.27% examples, 208376 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:25,259 : INFO : EPOCH 11 - PROGRESS: at 70.38% examples, 208386 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:26,264 : INFO : EPOCH 11 - PROGRESS: at 70.50% examples, 208387 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:27,305 : INFO : EPOCH 11 - PROGRESS: at 70.63% examples, 208380 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:28,380 : INFO : EPOCH 11 - PROGRESS: at 70.75% examples, 208379 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:29,443 : INFO : EPOCH 11 - PROGRESS: at 70.87% examples, 208383 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:30,463 : INFO : EPOCH 11 - PROGRESS: at 70.98% examples, 208395 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:31,475 : INFO : EPOCH 11 - PROGRESS: at 71.09% examples, 208388 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:32,481 : INFO : EPOCH 11 - PROGRESS: at 71.22% examples, 208395 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:33,498 : INFO : EPOCH 11 - PROGRESS: at 71.32% examples, 208398 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:34,536 : INFO : EPOCH 11 - PROGRESS: at 71.40% examples, 208390 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:35,581 : INFO : EPOCH 11 - PROGRESS: at 71.53% examples, 208387 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:36,606 : INFO : EPOCH 11 - PROGRESS: at 71.66% examples, 208402 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:37,607 : INFO : EPOCH 11 - PROGRESS: at 71.77% examples, 208402 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:38,700 : INFO : EPOCH 11 - PROGRESS: at 71.88% examples, 208385 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:39,769 : INFO : EPOCH 11 - PROGRESS: at 72.02% examples, 208388 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:40,797 : INFO : EPOCH 11 - PROGRESS: at 72.14% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:41,862 : INFO : EPOCH 11 - PROGRESS: at 72.24% examples, 208390 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:42,911 : INFO : EPOCH 11 - PROGRESS: at 72.37% examples, 208391 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:43,940 : INFO : EPOCH 11 - PROGRESS: at 72.47% examples, 208391 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:44,975 : INFO : EPOCH 11 - PROGRESS: at 72.59% examples, 208398 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:46,003 : INFO : EPOCH 11 - PROGRESS: at 72.72% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:47,004 : INFO : EPOCH 11 - PROGRESS: at 72.83% examples, 208406 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:48,009 : INFO : EPOCH 11 - PROGRESS: at 72.95% examples, 208397 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:49,017 : INFO : EPOCH 11 - PROGRESS: at 73.08% examples, 208411 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:50,049 : INFO : EPOCH 11 - PROGRESS: at 73.20% examples, 208393 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:51,114 : INFO : EPOCH 11 - PROGRESS: at 73.32% examples, 208402 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:52,172 : INFO : EPOCH 11 - PROGRESS: at 73.45% examples, 208400 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:53,178 : INFO : EPOCH 11 - PROGRESS: at 73.57% examples, 208414 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:54,183 : INFO : EPOCH 11 - PROGRESS: at 73.68% examples, 208403 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:55,189 : INFO : EPOCH 11 - PROGRESS: at 73.78% examples, 208411 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:56,195 : INFO : EPOCH 11 - PROGRESS: at 73.89% examples, 208405 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:57,213 : INFO : EPOCH 11 - PROGRESS: at 74.01% examples, 208407 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:58,255 : INFO : EPOCH 11 - PROGRESS: at 74.11% examples, 208413 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:49:59,268 : INFO : EPOCH 11 - PROGRESS: at 74.23% examples, 208420 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:00,277 : INFO : EPOCH 11 - PROGRESS: at 74.34% examples, 208414 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:01,307 : INFO : EPOCH 11 - PROGRESS: at 74.46% examples, 208412 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:02,325 : INFO : EPOCH 11 - PROGRESS: at 74.58% examples, 208412 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:03,386 : INFO : EPOCH 11 - PROGRESS: at 74.69% examples, 208412 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:04,428 : INFO : EPOCH 11 - PROGRESS: at 74.80% examples, 208407 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:05,443 : INFO : EPOCH 11 - PROGRESS: at 74.93% examples, 208409 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:06,500 : INFO : EPOCH 11 - PROGRESS: at 75.05% examples, 208409 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:50:07,515 : INFO : EPOCH 11 - PROGRESS: at 75.16% examples, 208417 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:08,599 : INFO : EPOCH 11 - PROGRESS: at 75.27% examples, 208404 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:09,651 : INFO : EPOCH 11 - PROGRESS: at 75.40% examples, 208415 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:10,660 : INFO : EPOCH 11 - PROGRESS: at 75.53% examples, 208426 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:11,679 : INFO : EPOCH 11 - PROGRESS: at 75.63% examples, 208419 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:12,709 : INFO : EPOCH 11 - PROGRESS: at 75.75% examples, 208413 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:13,718 : INFO : EPOCH 11 - PROGRESS: at 75.86% examples, 208421 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:14,730 : INFO : EPOCH 11 - PROGRESS: at 75.98% examples, 208421 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:15,743 : INFO : EPOCH 11 - PROGRESS: at 76.10% examples, 208422 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:16,779 : INFO : EPOCH 11 - PROGRESS: at 76.20% examples, 208419 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:17,787 : INFO : EPOCH 11 - PROGRESS: at 76.32% examples, 208423 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:18,800 : INFO : EPOCH 11 - PROGRESS: at 76.46% examples, 208421 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:19,811 : INFO : EPOCH 11 - PROGRESS: at 76.56% examples, 208421 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:20,840 : INFO : EPOCH 11 - PROGRESS: at 76.66% examples, 208424 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:21,894 : INFO : EPOCH 11 - PROGRESS: at 76.79% examples, 208415 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:22,913 : INFO : EPOCH 11 - PROGRESS: at 76.91% examples, 208429 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:23,943 : INFO : EPOCH 11 - PROGRESS: at 77.01% examples, 208410 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:24,944 : INFO : EPOCH 11 - PROGRESS: at 77.11% examples, 208414 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:25,968 : INFO : EPOCH 11 - PROGRESS: at 77.22% examples, 208412 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:26,973 : INFO : EPOCH 11 - PROGRESS: at 77.34% examples, 208429 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:27,978 : INFO : EPOCH 11 - PROGRESS: at 77.44% examples, 208427 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:29,023 : INFO : EPOCH 11 - PROGRESS: at 77.56% examples, 208413 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:30,043 : INFO : EPOCH 11 - PROGRESS: at 77.66% examples, 208420 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:31,079 : INFO : EPOCH 11 - PROGRESS: at 77.77% examples, 208424 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:32,102 : INFO : EPOCH 11 - PROGRESS: at 77.89% examples, 208427 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:33,110 : INFO : EPOCH 11 - PROGRESS: at 78.01% examples, 208435 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:34,138 : INFO : EPOCH 11 - PROGRESS: at 78.13% examples, 208431 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:35,231 : INFO : EPOCH 11 - PROGRESS: at 78.26% examples, 208423 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:36,252 : INFO : EPOCH 11 - PROGRESS: at 78.38% examples, 208432 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:37,310 : INFO : EPOCH 11 - PROGRESS: at 78.50% examples, 208427 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:38,312 : INFO : EPOCH 11 - PROGRESS: at 78.63% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:39,317 : INFO : EPOCH 11 - PROGRESS: at 78.74% examples, 208439 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:40,343 : INFO : EPOCH 11 - PROGRESS: at 78.86% examples, 208433 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:41,352 : INFO : EPOCH 11 - PROGRESS: at 78.98% examples, 208441 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:42,357 : INFO : EPOCH 11 - PROGRESS: at 79.11% examples, 208443 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:43,402 : INFO : EPOCH 11 - PROGRESS: at 79.23% examples, 208430 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:44,414 : INFO : EPOCH 11 - PROGRESS: at 79.34% examples, 208436 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:45,442 : INFO : EPOCH 11 - PROGRESS: at 79.46% examples, 208445 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:46,446 : INFO : EPOCH 11 - PROGRESS: at 79.57% examples, 208437 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:50:47,453 : INFO : EPOCH 11 - PROGRESS: at 79.68% examples, 208442 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:48,462 : INFO : EPOCH 11 - PROGRESS: at 79.80% examples, 208451 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:49,484 : INFO : EPOCH 11 - PROGRESS: at 79.91% examples, 208444 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:50,510 : INFO : EPOCH 11 - PROGRESS: at 80.02% examples, 208431 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:51,514 : INFO : EPOCH 11 - PROGRESS: at 80.15% examples, 208450 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:52,564 : INFO : EPOCH 11 - PROGRESS: at 80.25% examples, 208451 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:53,646 : INFO : EPOCH 11 - PROGRESS: at 80.35% examples, 208437 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:54,696 : INFO : EPOCH 11 - PROGRESS: at 80.47% examples, 208446 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:55,717 : INFO : EPOCH 11 - PROGRESS: at 80.58% examples, 208442 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:56,717 : INFO : EPOCH 11 - PROGRESS: at 80.70% examples, 208456 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:57,761 : INFO : EPOCH 11 - PROGRESS: at 80.81% examples, 208449 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:58,813 : INFO : EPOCH 11 - PROGRESS: at 80.94% examples, 208449 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:50:59,841 : INFO : EPOCH 11 - PROGRESS: at 81.04% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:00,849 : INFO : EPOCH 11 - PROGRESS: at 81.14% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:01,854 : INFO : EPOCH 11 - PROGRESS: at 81.26% examples, 208452 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:02,860 : INFO : EPOCH 11 - PROGRESS: at 81.39% examples, 208448 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:03,864 : INFO : EPOCH 11 - PROGRESS: at 81.51% examples, 208460 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:04,922 : INFO : EPOCH 11 - PROGRESS: at 81.61% examples, 208448 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:05,952 : INFO : EPOCH 11 - PROGRESS: at 81.71% examples, 208440 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:07,025 : INFO : EPOCH 11 - PROGRESS: at 81.82% examples, 208449 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:08,087 : INFO : EPOCH 11 - PROGRESS: at 81.95% examples, 208454 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:09,177 : INFO : EPOCH 11 - PROGRESS: at 82.10% examples, 208452 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:10,198 : INFO : EPOCH 11 - PROGRESS: at 82.21% examples, 208451 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:11,217 : INFO : EPOCH 11 - PROGRESS: at 82.34% examples, 208470 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:12,250 : INFO : EPOCH 11 - PROGRESS: at 82.45% examples, 208458 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:13,282 : INFO : EPOCH 11 - PROGRESS: at 82.58% examples, 208458 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:14,314 : INFO : EPOCH 11 - PROGRESS: at 82.71% examples, 208464 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:15,348 : INFO : EPOCH 11 - PROGRESS: at 82.83% examples, 208463 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:16,366 : INFO : EPOCH 11 - PROGRESS: at 82.94% examples, 208468 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:17,418 : INFO : EPOCH 11 - PROGRESS: at 83.04% examples, 208464 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:51:18,440 : INFO : EPOCH 11 - PROGRESS: at 83.16% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:19,465 : INFO : EPOCH 11 - PROGRESS: at 83.27% examples, 208468 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:20,477 : INFO : EPOCH 11 - PROGRESS: at 83.36% examples, 208469 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:21,501 : INFO : EPOCH 11 - PROGRESS: at 83.48% examples, 208467 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:22,521 : INFO : EPOCH 11 - PROGRESS: at 83.60% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:23,578 : INFO : EPOCH 11 - PROGRESS: at 83.73% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:24,599 : INFO : EPOCH 11 - PROGRESS: at 83.84% examples, 208464 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:25,651 : INFO : EPOCH 11 - PROGRESS: at 83.95% examples, 208468 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:26,692 : INFO : EPOCH 11 - PROGRESS: at 84.07% examples, 208470 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:27,693 : INFO : EPOCH 11 - PROGRESS: at 84.17% examples, 208480 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:28,722 : INFO : EPOCH 11 - PROGRESS: at 84.27% examples, 208476 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:29,728 : INFO : EPOCH 11 - PROGRESS: at 84.40% examples, 208469 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:30,746 : INFO : EPOCH 11 - PROGRESS: at 84.51% examples, 208469 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:31,770 : INFO : EPOCH 11 - PROGRESS: at 84.62% examples, 208474 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:32,775 : INFO : EPOCH 11 - PROGRESS: at 84.74% examples, 208473 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:33,796 : INFO : EPOCH 11 - PROGRESS: at 84.85% examples, 208469 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:34,798 : INFO : EPOCH 11 - PROGRESS: at 84.95% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:35,804 : INFO : EPOCH 11 - PROGRESS: at 85.05% examples, 208472 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:36,836 : INFO : EPOCH 11 - PROGRESS: at 85.17% examples, 208465 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:37,854 : INFO : EPOCH 11 - PROGRESS: at 85.28% examples, 208470 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:38,892 : INFO : EPOCH 11 - PROGRESS: at 85.40% examples, 208468 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:39,958 : INFO : EPOCH 11 - PROGRESS: at 85.52% examples, 208464 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:41,033 : INFO : EPOCH 11 - PROGRESS: at 85.66% examples, 208467 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:42,048 : INFO : EPOCH 11 - PROGRESS: at 85.77% examples, 208467 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:43,064 : INFO : EPOCH 11 - PROGRESS: at 85.90% examples, 208473 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:44,072 : INFO : EPOCH 11 - PROGRESS: at 86.02% examples, 208473 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:45,133 : INFO : EPOCH 11 - PROGRESS: at 86.13% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:46,152 : INFO : EPOCH 11 - PROGRESS: at 86.24% examples, 208473 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:47,178 : INFO : EPOCH 11 - PROGRESS: at 86.34% examples, 208471 words/s, in_qsize 5, out_qsize 2
2020-07-17 02:51:48,180 : INFO : EPOCH 11 - PROGRESS: at 86.44% examples, 208482 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:49,197 : INFO : EPOCH 11 - PROGRESS: at 86.54% examples, 208480 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:50,209 : INFO : EPOCH 11 - PROGRESS: at 86.66% examples, 208487 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:51,216 : INFO : EPOCH 11 - PROGRESS: at 86.77% examples, 208475 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:52,256 : INFO : EPOCH 11 - PROGRESS: at 86.89% examples, 208480 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:53,297 : INFO : EPOCH 11 - PROGRESS: at 86.99% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:54,377 : INFO : EPOCH 11 - PROGRESS: at 87.11% examples, 208469 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:55,422 : INFO : EPOCH 11 - PROGRESS: at 87.22% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:56,460 : INFO : EPOCH 11 - PROGRESS: at 87.33% examples, 208471 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:57,502 : INFO : EPOCH 11 - PROGRESS: at 87.46% examples, 208481 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:58,516 : INFO : EPOCH 11 - PROGRESS: at 87.58% examples, 208477 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:51:59,532 : INFO : EPOCH 11 - PROGRESS: at 87.68% examples, 208484 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:00,545 : INFO : EPOCH 11 - PROGRESS: at 87.76% examples, 208477 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:01,548 : INFO : EPOCH 11 - PROGRESS: at 87.87% examples, 208474 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:02,550 : INFO : EPOCH 11 - PROGRESS: at 88.00% examples, 208488 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:03,599 : INFO : EPOCH 11 - PROGRESS: at 88.13% examples, 208485 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:04,612 : INFO : EPOCH 11 - PROGRESS: at 88.25% examples, 208480 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:05,623 : INFO : EPOCH 11 - PROGRESS: at 88.36% examples, 208484 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:06,668 : INFO : EPOCH 11 - PROGRESS: at 88.48% examples, 208484 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:07,697 : INFO : EPOCH 11 - PROGRESS: at 88.59% examples, 208473 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:08,704 : INFO : EPOCH 11 - PROGRESS: at 88.72% examples, 208490 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:09,706 : INFO : EPOCH 11 - PROGRESS: at 88.81% examples, 208482 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:10,745 : INFO : EPOCH 11 - PROGRESS: at 88.93% examples, 208482 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:11,809 : INFO : EPOCH 11 - PROGRESS: at 89.06% examples, 208484 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:12,823 : INFO : EPOCH 11 - PROGRESS: at 89.17% examples, 208496 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:13,825 : INFO : EPOCH 11 - PROGRESS: at 89.27% examples, 208489 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:14,843 : INFO : EPOCH 11 - PROGRESS: at 89.38% examples, 208487 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:15,899 : INFO : EPOCH 11 - PROGRESS: at 89.51% examples, 208485 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:16,931 : INFO : EPOCH 11 - PROGRESS: at 89.61% examples, 208498 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:17,943 : INFO : EPOCH 11 - PROGRESS: at 89.71% examples, 208494 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:18,979 : INFO : EPOCH 11 - PROGRESS: at 89.83% examples, 208495 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:20,055 : INFO : EPOCH 11 - PROGRESS: at 89.93% examples, 208489 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:21,110 : INFO : EPOCH 11 - PROGRESS: at 90.04% examples, 208490 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:52:22,137 : INFO : EPOCH 11 - PROGRESS: at 90.16% examples, 208498 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:52:23,138 : INFO : EPOCH 11 - PROGRESS: at 90.28% examples, 208495 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:24,154 : INFO : EPOCH 11 - PROGRESS: at 90.39% examples, 208499 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:25,171 : INFO : EPOCH 11 - PROGRESS: at 90.51% examples, 208499 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:26,203 : INFO : EPOCH 11 - PROGRESS: at 90.62% examples, 208497 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:52:27,218 : INFO : EPOCH 11 - PROGRESS: at 90.75% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:28,283 : INFO : EPOCH 11 - PROGRESS: at 90.87% examples, 208493 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:29,284 : INFO : EPOCH 11 - PROGRESS: at 90.98% examples, 208504 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:30,287 : INFO : EPOCH 11 - PROGRESS: at 91.07% examples, 208495 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:52:31,338 : INFO : EPOCH 11 - PROGRESS: at 91.18% examples, 208483 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:32,377 : INFO : EPOCH 11 - PROGRESS: at 91.31% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:33,401 : INFO : EPOCH 11 - PROGRESS: at 91.42% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:34,414 : INFO : EPOCH 11 - PROGRESS: at 91.50% examples, 208469 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:35,442 : INFO : EPOCH 11 - PROGRESS: at 91.62% examples, 208451 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:36,453 : INFO : EPOCH 11 - PROGRESS: at 91.72% examples, 208427 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:37,491 : INFO : EPOCH 11 - PROGRESS: at 91.80% examples, 208371 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:38,500 : INFO : EPOCH 11 - PROGRESS: at 91.91% examples, 208365 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:39,508 : INFO : EPOCH 11 - PROGRESS: at 92.02% examples, 208376 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:40,553 : INFO : EPOCH 11 - PROGRESS: at 92.15% examples, 208368 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:52:41,575 : INFO : EPOCH 11 - PROGRESS: at 92.28% examples, 208373 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:42,596 : INFO : EPOCH 11 - PROGRESS: at 92.39% examples, 208368 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:43,602 : INFO : EPOCH 11 - PROGRESS: at 92.49% examples, 208367 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:44,622 : INFO : EPOCH 11 - PROGRESS: at 92.61% examples, 208375 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:45,651 : INFO : EPOCH 11 - PROGRESS: at 92.72% examples, 208377 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:46,656 : INFO : EPOCH 11 - PROGRESS: at 92.82% examples, 208384 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:47,670 : INFO : EPOCH 11 - PROGRESS: at 92.92% examples, 208376 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:48,708 : INFO : EPOCH 11 - PROGRESS: at 93.04% examples, 208380 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:52:49,728 : INFO : EPOCH 11 - PROGRESS: at 93.15% examples, 208379 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:50,767 : INFO : EPOCH 11 - PROGRESS: at 93.26% examples, 208385 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:51,773 : INFO : EPOCH 11 - PROGRESS: at 93.37% examples, 208383 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:52,774 : INFO : EPOCH 11 - PROGRESS: at 93.50% examples, 208386 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:53,831 : INFO : EPOCH 11 - PROGRESS: at 93.61% examples, 208380 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:54,836 : INFO : EPOCH 11 - PROGRESS: at 93.72% examples, 208382 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:55,849 : INFO : EPOCH 11 - PROGRESS: at 93.82% examples, 208385 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:52:56,904 : INFO : EPOCH 11 - PROGRESS: at 93.94% examples, 208383 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:57,923 : INFO : EPOCH 11 - PROGRESS: at 94.08% examples, 208391 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:58,925 : INFO : EPOCH 11 - PROGRESS: at 94.20% examples, 208387 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:52:59,928 : INFO : EPOCH 11 - PROGRESS: at 94.32% examples, 208392 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:00,948 : INFO : EPOCH 11 - PROGRESS: at 94.43% examples, 208389 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:02,025 : INFO : EPOCH 11 - PROGRESS: at 94.55% examples, 208385 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:03,037 : INFO : EPOCH 11 - PROGRESS: at 94.65% examples, 208388 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:04,055 : INFO : EPOCH 11 - PROGRESS: at 94.77% examples, 208388 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:05,090 : INFO : EPOCH 11 - PROGRESS: at 94.89% examples, 208386 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:06,122 : INFO : EPOCH 11 - PROGRESS: at 94.98% examples, 208382 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:07,139 : INFO : EPOCH 11 - PROGRESS: at 95.09% examples, 208393 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:08,166 : INFO : EPOCH 11 - PROGRESS: at 95.19% examples, 208394 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:09,180 : INFO : EPOCH 11 - PROGRESS: at 95.29% examples, 208392 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:10,207 : INFO : EPOCH 11 - PROGRESS: at 95.41% examples, 208394 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:11,252 : INFO : EPOCH 11 - PROGRESS: at 95.53% examples, 208391 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:53:12,297 : INFO : EPOCH 11 - PROGRESS: at 95.66% examples, 208398 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:13,318 : INFO : EPOCH 11 - PROGRESS: at 95.78% examples, 208402 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:14,400 : INFO : EPOCH 11 - PROGRESS: at 95.90% examples, 208388 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:15,477 : INFO : EPOCH 11 - PROGRESS: at 96.02% examples, 208393 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:16,541 : INFO : EPOCH 11 - PROGRESS: at 96.14% examples, 208398 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:17,565 : INFO : EPOCH 11 - PROGRESS: at 96.25% examples, 208397 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:18,578 : INFO : EPOCH 11 - PROGRESS: at 96.38% examples, 208407 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:19,611 : INFO : EPOCH 11 - PROGRESS: at 96.48% examples, 208394 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:20,643 : INFO : EPOCH 11 - PROGRESS: at 96.61% examples, 208407 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:21,648 : INFO : EPOCH 11 - PROGRESS: at 96.73% examples, 208402 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:22,650 : INFO : EPOCH 11 - PROGRESS: at 96.83% examples, 208405 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:23,677 : INFO : EPOCH 11 - PROGRESS: at 96.94% examples, 208404 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:24,724 : INFO : EPOCH 11 - PROGRESS: at 97.06% examples, 208405 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:25,749 : INFO : EPOCH 11 - PROGRESS: at 97.17% examples, 208407 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:26,755 : INFO : EPOCH 11 - PROGRESS: at 97.28% examples, 208414 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:27,832 : INFO : EPOCH 11 - PROGRESS: at 97.40% examples, 208407 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:28,843 : INFO : EPOCH 11 - PROGRESS: at 97.53% examples, 208413 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:29,852 : INFO : EPOCH 11 - PROGRESS: at 97.65% examples, 208405 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:30,865 : INFO : EPOCH 11 - PROGRESS: at 97.77% examples, 208416 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:31,878 : INFO : EPOCH 11 - PROGRESS: at 97.87% examples, 208411 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:32,895 : INFO : EPOCH 11 - PROGRESS: at 97.98% examples, 208413 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:33,905 : INFO : EPOCH 11 - PROGRESS: at 98.11% examples, 208421 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:34,945 : INFO : EPOCH 11 - PROGRESS: at 98.21% examples, 208414 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:35,991 : INFO : EPOCH 11 - PROGRESS: at 98.32% examples, 208415 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:37,001 : INFO : EPOCH 11 - PROGRESS: at 98.43% examples, 208419 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:38,020 : INFO : EPOCH 11 - PROGRESS: at 98.55% examples, 208417 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:39,027 : INFO : EPOCH 11 - PROGRESS: at 98.65% examples, 208414 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:40,029 : INFO : EPOCH 11 - PROGRESS: at 98.78% examples, 208424 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:41,061 : INFO : EPOCH 11 - PROGRESS: at 98.87% examples, 208414 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:42,062 : INFO : EPOCH 11 - PROGRESS: at 98.98% examples, 208426 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:43,080 : INFO : EPOCH 11 - PROGRESS: at 99.09% examples, 208419 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:44,119 : INFO : EPOCH 11 - PROGRESS: at 99.21% examples, 208421 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:45,170 : INFO : EPOCH 11 - PROGRESS: at 99.32% examples, 208419 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:46,204 : INFO : EPOCH 11 - PROGRESS: at 99.44% examples, 208420 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:47,234 : INFO : EPOCH 11 - PROGRESS: at 99.54% examples, 208426 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:48,271 : INFO : EPOCH 11 - PROGRESS: at 99.65% examples, 208421 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:49,288 : INFO : EPOCH 11 - PROGRESS: at 99.75% examples, 208428 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:50,306 : INFO : EPOCH 11 - PROGRESS: at 99.86% examples, 208420 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:51,310 : INFO : EPOCH 11 - PROGRESS: at 99.97% examples, 208425 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:51,469 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 02:53:51,488 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 02:53:51,519 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 02:53:51,521 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 02:53:51,522 : INFO : EPOCH - 11 : training on 248038538 raw words (187755706 effective words) took 900.8s, 208436 effective words/s
2020-07-17 02:53:52,526 : INFO : EPOCH 12 - PROGRESS: at 0.11% examples, 194737 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:53,528 : INFO : EPOCH 12 - PROGRESS: at 0.22% examples, 201839 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:54,529 : INFO : EPOCH 12 - PROGRESS: at 0.32% examples, 204657 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:55,532 : INFO : EPOCH 12 - PROGRESS: at 0.42% examples, 205630 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:56,605 : INFO : EPOCH 12 - PROGRESS: at 0.54% examples, 204849 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:57,626 : INFO : EPOCH 12 - PROGRESS: at 0.64% examples, 206567 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:58,680 : INFO : EPOCH 12 - PROGRESS: at 0.74% examples, 206514 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:53:59,717 : INFO : EPOCH 12 - PROGRESS: at 0.86% examples, 207491 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:54:00,746 : INFO : EPOCH 12 - PROGRESS: at 0.98% examples, 207346 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:01,746 : INFO : EPOCH 12 - PROGRESS: at 1.10% examples, 207039 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:02,750 : INFO : EPOCH 12 - PROGRESS: at 1.21% examples, 207914 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:54:03,777 : INFO : EPOCH 12 - PROGRESS: at 1.32% examples, 207820 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:04,802 : INFO : EPOCH 12 - PROGRESS: at 1.43% examples, 207504 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:05,864 : INFO : EPOCH 12 - PROGRESS: at 1.55% examples, 207854 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:06,922 : INFO : EPOCH 12 - PROGRESS: at 1.66% examples, 207852 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:07,972 : INFO : EPOCH 12 - PROGRESS: at 1.79% examples, 208220 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:09,002 : INFO : EPOCH 12 - PROGRESS: at 1.90% examples, 208323 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:10,041 : INFO : EPOCH 12 - PROGRESS: at 2.00% examples, 208177 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:11,049 : INFO : EPOCH 12 - PROGRESS: at 2.12% examples, 208313 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:12,062 : INFO : EPOCH 12 - PROGRESS: at 2.23% examples, 208453 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:13,113 : INFO : EPOCH 12 - PROGRESS: at 2.33% examples, 208231 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:14,169 : INFO : EPOCH 12 - PROGRESS: at 2.45% examples, 208271 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:15,214 : INFO : EPOCH 12 - PROGRESS: at 2.58% examples, 208491 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:16,246 : INFO : EPOCH 12 - PROGRESS: at 2.70% examples, 208564 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:17,252 : INFO : EPOCH 12 - PROGRESS: at 2.81% examples, 208581 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:18,278 : INFO : EPOCH 12 - PROGRESS: at 2.91% examples, 208349 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:19,288 : INFO : EPOCH 12 - PROGRESS: at 3.03% examples, 208802 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:20,289 : INFO : EPOCH 12 - PROGRESS: at 3.13% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:21,327 : INFO : EPOCH 12 - PROGRESS: at 3.25% examples, 208490 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:22,388 : INFO : EPOCH 12 - PROGRESS: at 3.36% examples, 208429 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:23,400 : INFO : EPOCH 12 - PROGRESS: at 3.48% examples, 208478 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:24,414 : INFO : EPOCH 12 - PROGRESS: at 3.61% examples, 208770 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:25,423 : INFO : EPOCH 12 - PROGRESS: at 3.71% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:26,459 : INFO : EPOCH 12 - PROGRESS: at 3.82% examples, 208735 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:54:27,459 : INFO : EPOCH 12 - PROGRESS: at 3.92% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:28,480 : INFO : EPOCH 12 - PROGRESS: at 4.03% examples, 208711 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:29,541 : INFO : EPOCH 12 - PROGRESS: at 4.16% examples, 208572 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:30,590 : INFO : EPOCH 12 - PROGRESS: at 4.27% examples, 208624 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:31,597 : INFO : EPOCH 12 - PROGRESS: at 4.39% examples, 208817 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:32,616 : INFO : EPOCH 12 - PROGRESS: at 4.48% examples, 208664 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:54:33,652 : INFO : EPOCH 12 - PROGRESS: at 4.62% examples, 208939 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:34,727 : INFO : EPOCH 12 - PROGRESS: at 4.73% examples, 208734 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:35,731 : INFO : EPOCH 12 - PROGRESS: at 4.85% examples, 208850 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:36,735 : INFO : EPOCH 12 - PROGRESS: at 4.96% examples, 208943 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:37,738 : INFO : EPOCH 12 - PROGRESS: at 5.08% examples, 208858 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:38,751 : INFO : EPOCH 12 - PROGRESS: at 5.19% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:39,763 : INFO : EPOCH 12 - PROGRESS: at 5.32% examples, 208843 words/s, in_qsize 7, out_qsize 1
2020-07-17 02:54:40,804 : INFO : EPOCH 12 - PROGRESS: at 5.44% examples, 208788 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:41,827 : INFO : EPOCH 12 - PROGRESS: at 5.56% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:42,874 : INFO : EPOCH 12 - PROGRESS: at 5.68% examples, 208806 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:43,883 : INFO : EPOCH 12 - PROGRESS: at 5.80% examples, 208948 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:44,924 : INFO : EPOCH 12 - PROGRESS: at 5.92% examples, 208844 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:45,952 : INFO : EPOCH 12 - PROGRESS: at 6.04% examples, 208914 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:46,961 : INFO : EPOCH 12 - PROGRESS: at 6.14% examples, 208899 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:48,015 : INFO : EPOCH 12 - PROGRESS: at 6.25% examples, 208809 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:49,028 : INFO : EPOCH 12 - PROGRESS: at 6.35% examples, 208827 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:50,064 : INFO : EPOCH 12 - PROGRESS: at 6.46% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:51,108 : INFO : EPOCH 12 - PROGRESS: at 6.58% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:52,110 : INFO : EPOCH 12 - PROGRESS: at 6.69% examples, 208825 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:53,184 : INFO : EPOCH 12 - PROGRESS: at 6.82% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:54,191 : INFO : EPOCH 12 - PROGRESS: at 6.92% examples, 208861 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:55,204 : INFO : EPOCH 12 - PROGRESS: at 7.04% examples, 208857 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:56,223 : INFO : EPOCH 12 - PROGRESS: at 7.16% examples, 208874 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:57,229 : INFO : EPOCH 12 - PROGRESS: at 7.29% examples, 208941 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:54:58,281 : INFO : EPOCH 12 - PROGRESS: at 7.40% examples, 208898 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:54:59,283 : INFO : EPOCH 12 - PROGRESS: at 7.51% examples, 208807 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:00,285 : INFO : EPOCH 12 - PROGRESS: at 7.61% examples, 208854 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:01,291 : INFO : EPOCH 12 - PROGRESS: at 7.72% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:02,292 : INFO : EPOCH 12 - PROGRESS: at 7.82% examples, 208843 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:03,398 : INFO : EPOCH 12 - PROGRESS: at 7.95% examples, 208781 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:04,415 : INFO : EPOCH 12 - PROGRESS: at 8.08% examples, 208934 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:05,427 : INFO : EPOCH 12 - PROGRESS: at 8.18% examples, 208842 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:06,477 : INFO : EPOCH 12 - PROGRESS: at 8.30% examples, 208834 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:07,507 : INFO : EPOCH 12 - PROGRESS: at 8.40% examples, 208840 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:08,524 : INFO : EPOCH 12 - PROGRESS: at 8.51% examples, 208863 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:09,561 : INFO : EPOCH 12 - PROGRESS: at 8.63% examples, 208817 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:55:10,620 : INFO : EPOCH 12 - PROGRESS: at 8.73% examples, 208815 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:11,629 : INFO : EPOCH 12 - PROGRESS: at 8.86% examples, 208926 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:12,643 : INFO : EPOCH 12 - PROGRESS: at 8.97% examples, 208813 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:13,676 : INFO : EPOCH 12 - PROGRESS: at 9.08% examples, 208871 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:14,700 : INFO : EPOCH 12 - PROGRESS: at 9.19% examples, 208811 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:15,734 : INFO : EPOCH 12 - PROGRESS: at 9.30% examples, 208882 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:16,759 : INFO : EPOCH 12 - PROGRESS: at 9.42% examples, 208774 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:17,813 : INFO : EPOCH 12 - PROGRESS: at 9.54% examples, 208859 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:18,823 : INFO : EPOCH 12 - PROGRESS: at 9.67% examples, 208872 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:19,827 : INFO : EPOCH 12 - PROGRESS: at 9.79% examples, 208941 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:20,869 : INFO : EPOCH 12 - PROGRESS: at 9.91% examples, 208902 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:21,872 : INFO : EPOCH 12 - PROGRESS: at 10.03% examples, 208907 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:22,911 : INFO : EPOCH 12 - PROGRESS: at 10.15% examples, 208867 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:23,927 : INFO : EPOCH 12 - PROGRESS: at 10.28% examples, 208894 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:24,958 : INFO : EPOCH 12 - PROGRESS: at 10.41% examples, 208871 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:25,968 : INFO : EPOCH 12 - PROGRESS: at 10.51% examples, 208934 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:27,023 : INFO : EPOCH 12 - PROGRESS: at 10.63% examples, 208905 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:28,070 : INFO : EPOCH 12 - PROGRESS: at 10.74% examples, 208901 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:29,113 : INFO : EPOCH 12 - PROGRESS: at 10.86% examples, 208916 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:30,191 : INFO : EPOCH 12 - PROGRESS: at 10.98% examples, 208892 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:31,215 : INFO : EPOCH 12 - PROGRESS: at 11.10% examples, 208962 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:32,245 : INFO : EPOCH 12 - PROGRESS: at 11.21% examples, 208958 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:33,247 : INFO : EPOCH 12 - PROGRESS: at 11.33% examples, 208969 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:34,261 : INFO : EPOCH 12 - PROGRESS: at 11.45% examples, 209043 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:35,308 : INFO : EPOCH 12 - PROGRESS: at 11.55% examples, 208953 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:36,329 : INFO : EPOCH 12 - PROGRESS: at 11.67% examples, 209034 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:37,330 : INFO : EPOCH 12 - PROGRESS: at 11.80% examples, 208920 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:38,332 : INFO : EPOCH 12 - PROGRESS: at 11.91% examples, 208954 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:39,372 : INFO : EPOCH 12 - PROGRESS: at 12.02% examples, 208956 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:40,435 : INFO : EPOCH 12 - PROGRESS: at 12.15% examples, 208930 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:41,444 : INFO : EPOCH 12 - PROGRESS: at 12.25% examples, 208935 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:42,450 : INFO : EPOCH 12 - PROGRESS: at 12.37% examples, 209008 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:43,455 : INFO : EPOCH 12 - PROGRESS: at 12.50% examples, 209022 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:44,509 : INFO : EPOCH 12 - PROGRESS: at 12.61% examples, 208911 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:45,517 : INFO : EPOCH 12 - PROGRESS: at 12.73% examples, 209009 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:46,518 : INFO : EPOCH 12 - PROGRESS: at 12.85% examples, 209034 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:47,518 : INFO : EPOCH 12 - PROGRESS: at 12.95% examples, 208998 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:48,533 : INFO : EPOCH 12 - PROGRESS: at 13.06% examples, 208915 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:55:49,564 : INFO : EPOCH 12 - PROGRESS: at 13.19% examples, 208995 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:50,598 : INFO : EPOCH 12 - PROGRESS: at 13.30% examples, 208965 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:51,606 : INFO : EPOCH 12 - PROGRESS: at 13.39% examples, 208915 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:52,614 : INFO : EPOCH 12 - PROGRESS: at 13.51% examples, 208942 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:53,631 : INFO : EPOCH 12 - PROGRESS: at 13.62% examples, 208953 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:54,647 : INFO : EPOCH 12 - PROGRESS: at 13.75% examples, 209000 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:55,664 : INFO : EPOCH 12 - PROGRESS: at 13.86% examples, 209002 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:56,669 : INFO : EPOCH 12 - PROGRESS: at 13.97% examples, 208994 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:57,673 : INFO : EPOCH 12 - PROGRESS: at 14.08% examples, 208961 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:55:58,684 : INFO : EPOCH 12 - PROGRESS: at 14.19% examples, 208983 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:55:59,731 : INFO : EPOCH 12 - PROGRESS: at 14.31% examples, 208968 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:00,779 : INFO : EPOCH 12 - PROGRESS: at 14.43% examples, 208966 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:01,791 : INFO : EPOCH 12 - PROGRESS: at 14.56% examples, 208996 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:02,811 : INFO : EPOCH 12 - PROGRESS: at 14.66% examples, 208998 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:03,821 : INFO : EPOCH 12 - PROGRESS: at 14.77% examples, 209007 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:04,859 : INFO : EPOCH 12 - PROGRESS: at 14.91% examples, 208982 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:05,942 : INFO : EPOCH 12 - PROGRESS: at 15.03% examples, 208944 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:06,945 : INFO : EPOCH 12 - PROGRESS: at 15.13% examples, 209028 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:07,955 : INFO : EPOCH 12 - PROGRESS: at 15.22% examples, 208971 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:08,986 : INFO : EPOCH 12 - PROGRESS: at 15.33% examples, 208961 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:09,999 : INFO : EPOCH 12 - PROGRESS: at 15.45% examples, 209039 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:11,006 : INFO : EPOCH 12 - PROGRESS: at 15.55% examples, 208986 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:56:12,017 : INFO : EPOCH 12 - PROGRESS: at 15.65% examples, 208986 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:13,045 : INFO : EPOCH 12 - PROGRESS: at 15.75% examples, 208952 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:14,095 : INFO : EPOCH 12 - PROGRESS: at 15.88% examples, 208968 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:15,115 : INFO : EPOCH 12 - PROGRESS: at 15.99% examples, 209021 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:16,208 : INFO : EPOCH 12 - PROGRESS: at 16.10% examples, 208958 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:17,238 : INFO : EPOCH 12 - PROGRESS: at 16.22% examples, 208975 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:18,308 : INFO : EPOCH 12 - PROGRESS: at 16.34% examples, 208975 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:19,338 : INFO : EPOCH 12 - PROGRESS: at 16.46% examples, 208956 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:20,385 : INFO : EPOCH 12 - PROGRESS: at 16.58% examples, 208967 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:21,472 : INFO : EPOCH 12 - PROGRESS: at 16.69% examples, 208962 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:22,473 : INFO : EPOCH 12 - PROGRESS: at 16.79% examples, 209024 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:23,494 : INFO : EPOCH 12 - PROGRESS: at 16.91% examples, 209019 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:24,556 : INFO : EPOCH 12 - PROGRESS: at 17.02% examples, 208968 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:25,559 : INFO : EPOCH 12 - PROGRESS: at 17.14% examples, 209002 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:26,566 : INFO : EPOCH 12 - PROGRESS: at 17.24% examples, 209041 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:27,586 : INFO : EPOCH 12 - PROGRESS: at 17.36% examples, 209017 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:28,627 : INFO : EPOCH 12 - PROGRESS: at 17.46% examples, 208970 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:29,631 : INFO : EPOCH 12 - PROGRESS: at 17.58% examples, 208985 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:30,673 : INFO : EPOCH 12 - PROGRESS: at 17.70% examples, 208999 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:31,728 : INFO : EPOCH 12 - PROGRESS: at 17.81% examples, 208989 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:32,763 : INFO : EPOCH 12 - PROGRESS: at 17.92% examples, 208993 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:33,768 : INFO : EPOCH 12 - PROGRESS: at 18.04% examples, 209033 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:34,801 : INFO : EPOCH 12 - PROGRESS: at 18.15% examples, 208991 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:35,858 : INFO : EPOCH 12 - PROGRESS: at 18.29% examples, 209002 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:36,924 : INFO : EPOCH 12 - PROGRESS: at 18.40% examples, 208989 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:37,936 : INFO : EPOCH 12 - PROGRESS: at 18.51% examples, 209022 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:38,971 : INFO : EPOCH 12 - PROGRESS: at 18.60% examples, 209003 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:39,988 : INFO : EPOCH 12 - PROGRESS: at 18.71% examples, 209058 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:40,994 : INFO : EPOCH 12 - PROGRESS: at 18.82% examples, 209022 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:42,053 : INFO : EPOCH 12 - PROGRESS: at 18.94% examples, 209011 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:43,106 : INFO : EPOCH 12 - PROGRESS: at 19.04% examples, 208970 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:44,107 : INFO : EPOCH 12 - PROGRESS: at 19.15% examples, 209011 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:45,113 : INFO : EPOCH 12 - PROGRESS: at 19.25% examples, 209046 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:46,173 : INFO : EPOCH 12 - PROGRESS: at 19.34% examples, 209004 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:47,220 : INFO : EPOCH 12 - PROGRESS: at 19.46% examples, 209001 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:48,263 : INFO : EPOCH 12 - PROGRESS: at 19.57% examples, 209024 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:49,269 : INFO : EPOCH 12 - PROGRESS: at 19.71% examples, 209042 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:50,367 : INFO : EPOCH 12 - PROGRESS: at 19.82% examples, 208994 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:51,374 : INFO : EPOCH 12 - PROGRESS: at 19.96% examples, 209025 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:56:52,401 : INFO : EPOCH 12 - PROGRESS: at 20.09% examples, 209014 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:53,407 : INFO : EPOCH 12 - PROGRESS: at 20.21% examples, 209055 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:54,447 : INFO : EPOCH 12 - PROGRESS: at 20.31% examples, 209041 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:55,465 : INFO : EPOCH 12 - PROGRESS: at 20.43% examples, 209045 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:56,475 : INFO : EPOCH 12 - PROGRESS: at 20.54% examples, 209036 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:57,486 : INFO : EPOCH 12 - PROGRESS: at 20.64% examples, 209051 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:58,498 : INFO : EPOCH 12 - PROGRESS: at 20.75% examples, 209067 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:56:59,526 : INFO : EPOCH 12 - PROGRESS: at 20.84% examples, 209026 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:00,582 : INFO : EPOCH 12 - PROGRESS: at 20.95% examples, 208999 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:01,584 : INFO : EPOCH 12 - PROGRESS: at 21.07% examples, 208992 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:02,607 : INFO : EPOCH 12 - PROGRESS: at 21.18% examples, 209002 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:03,611 : INFO : EPOCH 12 - PROGRESS: at 21.28% examples, 208934 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:04,661 : INFO : EPOCH 12 - PROGRESS: at 21.38% examples, 208928 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:05,672 : INFO : EPOCH 12 - PROGRESS: at 21.49% examples, 208868 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:06,722 : INFO : EPOCH 12 - PROGRESS: at 21.60% examples, 208824 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:07,752 : INFO : EPOCH 12 - PROGRESS: at 21.71% examples, 208641 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:08,784 : INFO : EPOCH 12 - PROGRESS: at 21.80% examples, 208451 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:09,837 : INFO : EPOCH 12 - PROGRESS: at 21.92% examples, 208456 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:10,854 : INFO : EPOCH 12 - PROGRESS: at 22.04% examples, 208455 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:57:11,898 : INFO : EPOCH 12 - PROGRESS: at 22.15% examples, 208445 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:12,921 : INFO : EPOCH 12 - PROGRESS: at 22.27% examples, 208487 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:13,943 : INFO : EPOCH 12 - PROGRESS: at 22.37% examples, 208479 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:14,969 : INFO : EPOCH 12 - PROGRESS: at 22.48% examples, 208454 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:57:16,003 : INFO : EPOCH 12 - PROGRESS: at 22.59% examples, 208459 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:17,017 : INFO : EPOCH 12 - PROGRESS: at 22.71% examples, 208505 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:57:18,042 : INFO : EPOCH 12 - PROGRESS: at 22.83% examples, 208462 words/s, in_qsize 8, out_qsize 1
2020-07-17 02:57:19,086 : INFO : EPOCH 12 - PROGRESS: at 22.93% examples, 208466 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:57:20,132 : INFO : EPOCH 12 - PROGRESS: at 23.05% examples, 208489 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:21,133 : INFO : EPOCH 12 - PROGRESS: at 23.17% examples, 208493 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:22,206 : INFO : EPOCH 12 - PROGRESS: at 23.29% examples, 208460 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:57:23,211 : INFO : EPOCH 12 - PROGRESS: at 23.41% examples, 208497 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:24,228 : INFO : EPOCH 12 - PROGRESS: at 23.52% examples, 208498 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:25,253 : INFO : EPOCH 12 - PROGRESS: at 23.64% examples, 208497 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:26,260 : INFO : EPOCH 12 - PROGRESS: at 23.74% examples, 208497 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:27,278 : INFO : EPOCH 12 - PROGRESS: at 23.86% examples, 208500 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:28,295 : INFO : EPOCH 12 - PROGRESS: at 23.99% examples, 208524 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:57:29,295 : INFO : EPOCH 12 - PROGRESS: at 24.13% examples, 208501 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:30,358 : INFO : EPOCH 12 - PROGRESS: at 24.24% examples, 208486 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:31,379 : INFO : EPOCH 12 - PROGRESS: at 24.37% examples, 208541 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:32,401 : INFO : EPOCH 12 - PROGRESS: at 24.50% examples, 208528 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:33,414 : INFO : EPOCH 12 - PROGRESS: at 24.62% examples, 208536 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:34,423 : INFO : EPOCH 12 - PROGRESS: at 24.73% examples, 208530 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:35,433 : INFO : EPOCH 12 - PROGRESS: at 24.85% examples, 208558 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:36,447 : INFO : EPOCH 12 - PROGRESS: at 24.96% examples, 208540 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:37,463 : INFO : EPOCH 12 - PROGRESS: at 25.06% examples, 208553 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:57:38,506 : INFO : EPOCH 12 - PROGRESS: at 25.18% examples, 208544 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:39,520 : INFO : EPOCH 12 - PROGRESS: at 25.29% examples, 208546 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:57:40,545 : INFO : EPOCH 12 - PROGRESS: at 25.38% examples, 208550 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:41,576 : INFO : EPOCH 12 - PROGRESS: at 25.50% examples, 208555 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:42,624 : INFO : EPOCH 12 - PROGRESS: at 25.60% examples, 208560 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:43,637 : INFO : EPOCH 12 - PROGRESS: at 25.72% examples, 208565 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:44,661 : INFO : EPOCH 12 - PROGRESS: at 25.84% examples, 208559 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:45,665 : INFO : EPOCH 12 - PROGRESS: at 25.94% examples, 208597 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:46,682 : INFO : EPOCH 12 - PROGRESS: at 26.05% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:47,700 : INFO : EPOCH 12 - PROGRESS: at 26.16% examples, 208579 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:48,744 : INFO : EPOCH 12 - PROGRESS: at 26.30% examples, 208588 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:49,779 : INFO : EPOCH 12 - PROGRESS: at 26.42% examples, 208599 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:50,881 : INFO : EPOCH 12 - PROGRESS: at 26.55% examples, 208563 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:51,912 : INFO : EPOCH 12 - PROGRESS: at 26.66% examples, 208579 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:52,937 : INFO : EPOCH 12 - PROGRESS: at 26.77% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:54,009 : INFO : EPOCH 12 - PROGRESS: at 26.88% examples, 208590 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:55,024 : INFO : EPOCH 12 - PROGRESS: at 27.01% examples, 208569 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:56,064 : INFO : EPOCH 12 - PROGRESS: at 27.11% examples, 208574 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:57:57,116 : INFO : EPOCH 12 - PROGRESS: at 27.23% examples, 208574 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:58,136 : INFO : EPOCH 12 - PROGRESS: at 27.35% examples, 208612 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:57:59,170 : INFO : EPOCH 12 - PROGRESS: at 27.46% examples, 208597 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:58:00,272 : INFO : EPOCH 12 - PROGRESS: at 27.57% examples, 208561 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:01,348 : INFO : EPOCH 12 - PROGRESS: at 27.69% examples, 208578 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:02,352 : INFO : EPOCH 12 - PROGRESS: at 27.80% examples, 208593 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:03,355 : INFO : EPOCH 12 - PROGRESS: at 27.90% examples, 208569 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:58:04,387 : INFO : EPOCH 12 - PROGRESS: at 28.03% examples, 208579 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:05,402 : INFO : EPOCH 12 - PROGRESS: at 28.15% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:06,451 : INFO : EPOCH 12 - PROGRESS: at 28.27% examples, 208558 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:07,481 : INFO : EPOCH 12 - PROGRESS: at 28.40% examples, 208603 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:08,482 : INFO : EPOCH 12 - PROGRESS: at 28.52% examples, 208596 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:09,517 : INFO : EPOCH 12 - PROGRESS: at 28.60% examples, 208573 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:10,576 : INFO : EPOCH 12 - PROGRESS: at 28.72% examples, 208590 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:11,583 : INFO : EPOCH 12 - PROGRESS: at 28.83% examples, 208568 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:12,597 : INFO : EPOCH 12 - PROGRESS: at 28.95% examples, 208568 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:13,624 : INFO : EPOCH 12 - PROGRESS: at 29.07% examples, 208591 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:14,655 : INFO : EPOCH 12 - PROGRESS: at 29.18% examples, 208597 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:15,683 : INFO : EPOCH 12 - PROGRESS: at 29.30% examples, 208601 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:58:16,687 : INFO : EPOCH 12 - PROGRESS: at 29.40% examples, 208604 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:17,699 : INFO : EPOCH 12 - PROGRESS: at 29.51% examples, 208566 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:58:18,699 : INFO : EPOCH 12 - PROGRESS: at 29.61% examples, 208619 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:19,704 : INFO : EPOCH 12 - PROGRESS: at 29.70% examples, 208596 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:20,712 : INFO : EPOCH 12 - PROGRESS: at 29.82% examples, 208613 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:21,733 : INFO : EPOCH 12 - PROGRESS: at 29.92% examples, 208596 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:22,792 : INFO : EPOCH 12 - PROGRESS: at 30.04% examples, 208603 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:23,802 : INFO : EPOCH 12 - PROGRESS: at 30.15% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:24,835 : INFO : EPOCH 12 - PROGRESS: at 30.26% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:25,857 : INFO : EPOCH 12 - PROGRESS: at 30.37% examples, 208620 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:26,887 : INFO : EPOCH 12 - PROGRESS: at 30.48% examples, 208602 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:27,929 : INFO : EPOCH 12 - PROGRESS: at 30.60% examples, 208598 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:28,970 : INFO : EPOCH 12 - PROGRESS: at 30.70% examples, 208617 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:29,992 : INFO : EPOCH 12 - PROGRESS: at 30.83% examples, 208643 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:30,993 : INFO : EPOCH 12 - PROGRESS: at 30.94% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:31,994 : INFO : EPOCH 12 - PROGRESS: at 31.07% examples, 208620 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:33,006 : INFO : EPOCH 12 - PROGRESS: at 31.17% examples, 208614 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:58:34,009 : INFO : EPOCH 12 - PROGRESS: at 31.30% examples, 208634 words/s, in_qsize 6, out_qsize 0
2020-07-17 02:58:35,099 : INFO : EPOCH 12 - PROGRESS: at 31.42% examples, 208615 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:36,175 : INFO : EPOCH 12 - PROGRESS: at 31.54% examples, 208607 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:37,217 : INFO : EPOCH 12 - PROGRESS: at 31.67% examples, 208608 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:38,255 : INFO : EPOCH 12 - PROGRESS: at 31.79% examples, 208634 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:39,257 : INFO : EPOCH 12 - PROGRESS: at 31.90% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:40,274 : INFO : EPOCH 12 - PROGRESS: at 32.00% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:41,282 : INFO : EPOCH 12 - PROGRESS: at 32.12% examples, 208676 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:42,326 : INFO : EPOCH 12 - PROGRESS: at 32.24% examples, 208628 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:43,347 : INFO : EPOCH 12 - PROGRESS: at 32.35% examples, 208659 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:44,393 : INFO : EPOCH 12 - PROGRESS: at 32.45% examples, 208635 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:45,422 : INFO : EPOCH 12 - PROGRESS: at 32.55% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:46,437 : INFO : EPOCH 12 - PROGRESS: at 32.68% examples, 208633 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:47,464 : INFO : EPOCH 12 - PROGRESS: at 32.81% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:48,481 : INFO : EPOCH 12 - PROGRESS: at 32.93% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:49,493 : INFO : EPOCH 12 - PROGRESS: at 33.03% examples, 208651 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:50,516 : INFO : EPOCH 12 - PROGRESS: at 33.14% examples, 208649 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:51,529 : INFO : EPOCH 12 - PROGRESS: at 33.26% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:52,583 : INFO : EPOCH 12 - PROGRESS: at 33.36% examples, 208637 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:53,627 : INFO : EPOCH 12 - PROGRESS: at 33.48% examples, 208646 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:54,662 : INFO : EPOCH 12 - PROGRESS: at 33.59% examples, 208646 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:55,715 : INFO : EPOCH 12 - PROGRESS: at 33.73% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:56,752 : INFO : EPOCH 12 - PROGRESS: at 33.83% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:57,787 : INFO : EPOCH 12 - PROGRESS: at 33.95% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:58,802 : INFO : EPOCH 12 - PROGRESS: at 34.06% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:58:59,802 : INFO : EPOCH 12 - PROGRESS: at 34.17% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:00,844 : INFO : EPOCH 12 - PROGRESS: at 34.29% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:01,855 : INFO : EPOCH 12 - PROGRESS: at 34.40% examples, 208664 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:02,903 : INFO : EPOCH 12 - PROGRESS: at 34.52% examples, 208653 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:03,924 : INFO : EPOCH 12 - PROGRESS: at 34.63% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:04,959 : INFO : EPOCH 12 - PROGRESS: at 34.74% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:05,970 : INFO : EPOCH 12 - PROGRESS: at 34.85% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:06,985 : INFO : EPOCH 12 - PROGRESS: at 34.96% examples, 208678 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:59:08,044 : INFO : EPOCH 12 - PROGRESS: at 35.07% examples, 208662 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:09,107 : INFO : EPOCH 12 - PROGRESS: at 35.17% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:10,125 : INFO : EPOCH 12 - PROGRESS: at 35.30% examples, 208667 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:11,153 : INFO : EPOCH 12 - PROGRESS: at 35.41% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:12,163 : INFO : EPOCH 12 - PROGRESS: at 35.52% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:13,170 : INFO : EPOCH 12 - PROGRESS: at 35.65% examples, 208675 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:14,254 : INFO : EPOCH 12 - PROGRESS: at 35.76% examples, 208654 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:15,294 : INFO : EPOCH 12 - PROGRESS: at 35.86% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:16,295 : INFO : EPOCH 12 - PROGRESS: at 36.00% examples, 208683 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:17,297 : INFO : EPOCH 12 - PROGRESS: at 36.10% examples, 208677 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:59:18,330 : INFO : EPOCH 12 - PROGRESS: at 36.22% examples, 208678 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:19,389 : INFO : EPOCH 12 - PROGRESS: at 36.33% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:20,435 : INFO : EPOCH 12 - PROGRESS: at 36.44% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:21,439 : INFO : EPOCH 12 - PROGRESS: at 36.54% examples, 208673 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:22,496 : INFO : EPOCH 12 - PROGRESS: at 36.66% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:23,521 : INFO : EPOCH 12 - PROGRESS: at 36.76% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:24,562 : INFO : EPOCH 12 - PROGRESS: at 36.87% examples, 208666 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:25,568 : INFO : EPOCH 12 - PROGRESS: at 36.99% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:26,607 : INFO : EPOCH 12 - PROGRESS: at 37.08% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:27,674 : INFO : EPOCH 12 - PROGRESS: at 37.21% examples, 208663 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:28,700 : INFO : EPOCH 12 - PROGRESS: at 37.33% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:29,771 : INFO : EPOCH 12 - PROGRESS: at 37.45% examples, 208688 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:30,784 : INFO : EPOCH 12 - PROGRESS: at 37.58% examples, 208690 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:31,805 : INFO : EPOCH 12 - PROGRESS: at 37.69% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:32,819 : INFO : EPOCH 12 - PROGRESS: at 37.81% examples, 208698 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:33,867 : INFO : EPOCH 12 - PROGRESS: at 37.93% examples, 208701 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:34,899 : INFO : EPOCH 12 - PROGRESS: at 38.04% examples, 208692 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:59:35,902 : INFO : EPOCH 12 - PROGRESS: at 38.15% examples, 208702 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:59:37,015 : INFO : EPOCH 12 - PROGRESS: at 38.28% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:38,054 : INFO : EPOCH 12 - PROGRESS: at 38.40% examples, 208699 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:39,064 : INFO : EPOCH 12 - PROGRESS: at 38.53% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:40,083 : INFO : EPOCH 12 - PROGRESS: at 38.65% examples, 208725 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:41,120 : INFO : EPOCH 12 - PROGRESS: at 38.77% examples, 208705 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:42,133 : INFO : EPOCH 12 - PROGRESS: at 38.90% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:43,157 : INFO : EPOCH 12 - PROGRESS: at 39.02% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:44,161 : INFO : EPOCH 12 - PROGRESS: at 39.13% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:45,191 : INFO : EPOCH 12 - PROGRESS: at 39.25% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:46,264 : INFO : EPOCH 12 - PROGRESS: at 39.37% examples, 208706 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:47,292 : INFO : EPOCH 12 - PROGRESS: at 39.47% examples, 208717 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:48,332 : INFO : EPOCH 12 - PROGRESS: at 39.58% examples, 208708 words/s, in_qsize 6, out_qsize 1
2020-07-17 02:59:49,354 : INFO : EPOCH 12 - PROGRESS: at 39.68% examples, 208721 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:50,379 : INFO : EPOCH 12 - PROGRESS: at 39.80% examples, 208715 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:51,436 : INFO : EPOCH 12 - PROGRESS: at 39.92% examples, 208702 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:52,470 : INFO : EPOCH 12 - PROGRESS: at 40.03% examples, 208713 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:53,505 : INFO : EPOCH 12 - PROGRESS: at 40.15% examples, 208716 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:54,506 : INFO : EPOCH 12 - PROGRESS: at 40.28% examples, 208707 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:55,546 : INFO : EPOCH 12 - PROGRESS: at 40.38% examples, 208723 words/s, in_qsize 8, out_qsize 0
2020-07-17 02:59:56,556 : INFO : EPOCH 12 - PROGRESS: at 40.48% examples, 208724 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:57,563 : INFO : EPOCH 12 - PROGRESS: at 40.60% examples, 208729 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:58,609 : INFO : EPOCH 12 - PROGRESS: at 40.69% examples, 208712 words/s, in_qsize 7, out_qsize 0
2020-07-17 02:59:59,652 : INFO : EPOCH 12 - PROGRESS: at 40.83% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:00,694 : INFO : EPOCH 12 - PROGRESS: at 40.95% examples, 208720 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:01,742 : INFO : EPOCH 12 - PROGRESS: at 41.06% examples, 208738 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:02,750 : INFO : EPOCH 12 - PROGRESS: at 41.17% examples, 208717 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:00:03,769 : INFO : EPOCH 12 - PROGRESS: at 41.29% examples, 208739 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:04,786 : INFO : EPOCH 12 - PROGRESS: at 41.40% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:05,796 : INFO : EPOCH 12 - PROGRESS: at 41.51% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:06,857 : INFO : EPOCH 12 - PROGRESS: at 41.62% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:07,884 : INFO : EPOCH 12 - PROGRESS: at 41.75% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:08,903 : INFO : EPOCH 12 - PROGRESS: at 41.88% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:09,917 : INFO : EPOCH 12 - PROGRESS: at 41.99% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:10,937 : INFO : EPOCH 12 - PROGRESS: at 42.12% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:11,956 : INFO : EPOCH 12 - PROGRESS: at 42.21% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:12,995 : INFO : EPOCH 12 - PROGRESS: at 42.33% examples, 208737 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:14,005 : INFO : EPOCH 12 - PROGRESS: at 42.45% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:15,052 : INFO : EPOCH 12 - PROGRESS: at 42.56% examples, 208728 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:16,080 : INFO : EPOCH 12 - PROGRESS: at 42.68% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:17,114 : INFO : EPOCH 12 - PROGRESS: at 42.80% examples, 208743 words/s, in_qsize 7, out_qsize 1
2020-07-17 03:00:18,180 : INFO : EPOCH 12 - PROGRESS: at 42.92% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:19,216 : INFO : EPOCH 12 - PROGRESS: at 43.02% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:20,223 : INFO : EPOCH 12 - PROGRESS: at 43.14% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:21,248 : INFO : EPOCH 12 - PROGRESS: at 43.25% examples, 208743 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:22,256 : INFO : EPOCH 12 - PROGRESS: at 43.34% examples, 208739 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:00:23,276 : INFO : EPOCH 12 - PROGRESS: at 43.46% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:24,279 : INFO : EPOCH 12 - PROGRESS: at 43.56% examples, 208719 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:25,291 : INFO : EPOCH 12 - PROGRESS: at 43.68% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:26,314 : INFO : EPOCH 12 - PROGRESS: at 43.80% examples, 208745 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:27,356 : INFO : EPOCH 12 - PROGRESS: at 43.92% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:28,404 : INFO : EPOCH 12 - PROGRESS: at 44.04% examples, 208735 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:29,447 : INFO : EPOCH 12 - PROGRESS: at 44.16% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:30,497 : INFO : EPOCH 12 - PROGRESS: at 44.27% examples, 208730 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:31,574 : INFO : EPOCH 12 - PROGRESS: at 44.40% examples, 208736 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:32,577 : INFO : EPOCH 12 - PROGRESS: at 44.51% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:33,602 : INFO : EPOCH 12 - PROGRESS: at 44.62% examples, 208741 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:34,619 : INFO : EPOCH 12 - PROGRESS: at 44.73% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:35,640 : INFO : EPOCH 12 - PROGRESS: at 44.83% examples, 208750 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:36,651 : INFO : EPOCH 12 - PROGRESS: at 44.93% examples, 208753 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:00:37,662 : INFO : EPOCH 12 - PROGRESS: at 45.04% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:38,683 : INFO : EPOCH 12 - PROGRESS: at 45.17% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:39,697 : INFO : EPOCH 12 - PROGRESS: at 45.30% examples, 208771 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:40,722 : INFO : EPOCH 12 - PROGRESS: at 45.42% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:41,752 : INFO : EPOCH 12 - PROGRESS: at 45.53% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:42,809 : INFO : EPOCH 12 - PROGRESS: at 45.66% examples, 208747 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:00:43,814 : INFO : EPOCH 12 - PROGRESS: at 45.77% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:44,821 : INFO : EPOCH 12 - PROGRESS: at 45.86% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:45,830 : INFO : EPOCH 12 - PROGRESS: at 45.98% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:46,876 : INFO : EPOCH 12 - PROGRESS: at 46.09% examples, 208747 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:47,890 : INFO : EPOCH 12 - PROGRESS: at 46.20% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:48,900 : INFO : EPOCH 12 - PROGRESS: at 46.32% examples, 208746 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:49,955 : INFO : EPOCH 12 - PROGRESS: at 46.43% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:50,968 : INFO : EPOCH 12 - PROGRESS: at 46.56% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:51,980 : INFO : EPOCH 12 - PROGRESS: at 46.67% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:52,987 : INFO : EPOCH 12 - PROGRESS: at 46.78% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:53,996 : INFO : EPOCH 12 - PROGRESS: at 46.88% examples, 208765 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:00:55,056 : INFO : EPOCH 12 - PROGRESS: at 47.01% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:56,061 : INFO : EPOCH 12 - PROGRESS: at 47.14% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:57,082 : INFO : EPOCH 12 - PROGRESS: at 47.24% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:58,093 : INFO : EPOCH 12 - PROGRESS: at 47.34% examples, 208755 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:00:59,122 : INFO : EPOCH 12 - PROGRESS: at 47.46% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:00,131 : INFO : EPOCH 12 - PROGRESS: at 47.57% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:01,165 : INFO : EPOCH 12 - PROGRESS: at 47.68% examples, 208758 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:02,172 : INFO : EPOCH 12 - PROGRESS: at 47.79% examples, 208769 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:03,175 : INFO : EPOCH 12 - PROGRESS: at 47.91% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:04,181 : INFO : EPOCH 12 - PROGRESS: at 48.02% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:05,207 : INFO : EPOCH 12 - PROGRESS: at 48.15% examples, 208772 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:06,231 : INFO : EPOCH 12 - PROGRESS: at 48.27% examples, 208762 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:07,252 : INFO : EPOCH 12 - PROGRESS: at 48.38% examples, 208759 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:08,264 : INFO : EPOCH 12 - PROGRESS: at 48.49% examples, 208757 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:09,292 : INFO : EPOCH 12 - PROGRESS: at 48.60% examples, 208763 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:10,359 : INFO : EPOCH 12 - PROGRESS: at 48.71% examples, 208756 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:11,423 : INFO : EPOCH 12 - PROGRESS: at 48.83% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:12,440 : INFO : EPOCH 12 - PROGRESS: at 48.93% examples, 208776 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:13,469 : INFO : EPOCH 12 - PROGRESS: at 49.02% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:14,474 : INFO : EPOCH 12 - PROGRESS: at 49.15% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:15,491 : INFO : EPOCH 12 - PROGRESS: at 49.25% examples, 208773 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:16,492 : INFO : EPOCH 12 - PROGRESS: at 49.37% examples, 208780 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:17,542 : INFO : EPOCH 12 - PROGRESS: at 49.49% examples, 208773 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:18,629 : INFO : EPOCH 12 - PROGRESS: at 49.60% examples, 208766 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:19,633 : INFO : EPOCH 12 - PROGRESS: at 49.71% examples, 208770 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:01:20,635 : INFO : EPOCH 12 - PROGRESS: at 49.81% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:21,696 : INFO : EPOCH 12 - PROGRESS: at 49.94% examples, 208765 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:22,722 : INFO : EPOCH 12 - PROGRESS: at 50.04% examples, 208753 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:01:23,739 : INFO : EPOCH 12 - PROGRESS: at 50.14% examples, 208704 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:24,750 : INFO : EPOCH 12 - PROGRESS: at 50.26% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:25,833 : INFO : EPOCH 12 - PROGRESS: at 50.36% examples, 208626 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:26,846 : INFO : EPOCH 12 - PROGRESS: at 50.44% examples, 208537 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:27,929 : INFO : EPOCH 12 - PROGRESS: at 50.53% examples, 208465 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:28,945 : INFO : EPOCH 12 - PROGRESS: at 50.62% examples, 208371 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:29,993 : INFO : EPOCH 12 - PROGRESS: at 50.70% examples, 208224 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:31,097 : INFO : EPOCH 12 - PROGRESS: at 50.76% examples, 208025 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:32,111 : INFO : EPOCH 12 - PROGRESS: at 50.83% examples, 207852 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:33,111 : INFO : EPOCH 12 - PROGRESS: at 50.90% examples, 207689 words/s, in_qsize 5, out_qsize 2
2020-07-17 03:01:34,153 : INFO : EPOCH 12 - PROGRESS: at 50.98% examples, 207566 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:35,166 : INFO : EPOCH 12 - PROGRESS: at 51.05% examples, 207406 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:36,222 : INFO : EPOCH 12 - PROGRESS: at 51.11% examples, 207188 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:37,328 : INFO : EPOCH 12 - PROGRESS: at 51.18% examples, 206917 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:38,336 : INFO : EPOCH 12 - PROGRESS: at 51.22% examples, 206681 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:39,373 : INFO : EPOCH 12 - PROGRESS: at 51.27% examples, 206471 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:40,416 : INFO : EPOCH 12 - PROGRESS: at 51.35% examples, 206328 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:41,438 : INFO : EPOCH 12 - PROGRESS: at 51.42% examples, 206175 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:42,440 : INFO : EPOCH 12 - PROGRESS: at 51.48% examples, 206025 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:43,444 : INFO : EPOCH 12 - PROGRESS: at 51.58% examples, 205969 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:44,492 : INFO : EPOCH 12 - PROGRESS: at 51.68% examples, 205927 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:45,496 : INFO : EPOCH 12 - PROGRESS: at 51.79% examples, 205954 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:46,563 : INFO : EPOCH 12 - PROGRESS: at 51.88% examples, 205938 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:47,567 : INFO : EPOCH 12 - PROGRESS: at 52.00% examples, 205961 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:48,577 : INFO : EPOCH 12 - PROGRESS: at 52.12% examples, 205952 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:49,630 : INFO : EPOCH 12 - PROGRESS: at 52.24% examples, 205958 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:01:50,634 : INFO : EPOCH 12 - PROGRESS: at 52.37% examples, 205984 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:51,707 : INFO : EPOCH 12 - PROGRESS: at 52.50% examples, 205959 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:52,712 : INFO : EPOCH 12 - PROGRESS: at 52.62% examples, 205978 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:53,762 : INFO : EPOCH 12 - PROGRESS: at 52.75% examples, 205988 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:54,789 : INFO : EPOCH 12 - PROGRESS: at 52.86% examples, 205991 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:55,856 : INFO : EPOCH 12 - PROGRESS: at 52.98% examples, 205999 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:56,881 : INFO : EPOCH 12 - PROGRESS: at 53.09% examples, 206006 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:57,888 : INFO : EPOCH 12 - PROGRESS: at 53.21% examples, 206021 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:58,892 : INFO : EPOCH 12 - PROGRESS: at 53.31% examples, 206027 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:01:59,917 : INFO : EPOCH 12 - PROGRESS: at 53.43% examples, 206044 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:00,931 : INFO : EPOCH 12 - PROGRESS: at 53.56% examples, 206040 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:01,979 : INFO : EPOCH 12 - PROGRESS: at 53.68% examples, 206043 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:03,020 : INFO : EPOCH 12 - PROGRESS: at 53.79% examples, 206050 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:04,084 : INFO : EPOCH 12 - PROGRESS: at 53.92% examples, 206056 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:05,112 : INFO : EPOCH 12 - PROGRESS: at 54.03% examples, 206061 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:06,113 : INFO : EPOCH 12 - PROGRESS: at 54.13% examples, 206068 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:07,135 : INFO : EPOCH 12 - PROGRESS: at 54.25% examples, 206063 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:08,163 : INFO : EPOCH 12 - PROGRESS: at 54.37% examples, 206077 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:09,193 : INFO : EPOCH 12 - PROGRESS: at 54.48% examples, 206088 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:10,198 : INFO : EPOCH 12 - PROGRESS: at 54.60% examples, 206100 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:11,206 : INFO : EPOCH 12 - PROGRESS: at 54.71% examples, 206107 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:12,225 : INFO : EPOCH 12 - PROGRESS: at 54.82% examples, 206111 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:13,226 : INFO : EPOCH 12 - PROGRESS: at 54.93% examples, 206127 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:14,263 : INFO : EPOCH 12 - PROGRESS: at 55.04% examples, 206117 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:15,339 : INFO : EPOCH 12 - PROGRESS: at 55.14% examples, 206110 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:16,352 : INFO : EPOCH 12 - PROGRESS: at 55.26% examples, 206140 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:17,385 : INFO : EPOCH 12 - PROGRESS: at 55.36% examples, 206128 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:18,394 : INFO : EPOCH 12 - PROGRESS: at 55.48% examples, 206145 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:19,402 : INFO : EPOCH 12 - PROGRESS: at 55.58% examples, 206139 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:20,415 : INFO : EPOCH 12 - PROGRESS: at 55.69% examples, 206162 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:21,462 : INFO : EPOCH 12 - PROGRESS: at 55.80% examples, 206153 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:22,485 : INFO : EPOCH 12 - PROGRESS: at 55.92% examples, 206155 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:23,554 : INFO : EPOCH 12 - PROGRESS: at 56.06% examples, 206167 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:24,558 : INFO : EPOCH 12 - PROGRESS: at 56.17% examples, 206187 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:25,597 : INFO : EPOCH 12 - PROGRESS: at 56.28% examples, 206175 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:26,600 : INFO : EPOCH 12 - PROGRESS: at 56.39% examples, 206203 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:27,618 : INFO : EPOCH 12 - PROGRESS: at 56.51% examples, 206209 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:28,678 : INFO : EPOCH 12 - PROGRESS: at 56.61% examples, 206196 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:29,712 : INFO : EPOCH 12 - PROGRESS: at 56.73% examples, 206201 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:30,733 : INFO : EPOCH 12 - PROGRESS: at 56.84% examples, 206217 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:31,762 : INFO : EPOCH 12 - PROGRESS: at 56.96% examples, 206218 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:32,770 : INFO : EPOCH 12 - PROGRESS: at 57.10% examples, 206224 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:33,795 : INFO : EPOCH 12 - PROGRESS: at 57.20% examples, 206229 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:34,812 : INFO : EPOCH 12 - PROGRESS: at 57.32% examples, 206227 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:35,857 : INFO : EPOCH 12 - PROGRESS: at 57.43% examples, 206253 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:36,861 : INFO : EPOCH 12 - PROGRESS: at 57.52% examples, 206251 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:37,887 : INFO : EPOCH 12 - PROGRESS: at 57.64% examples, 206245 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:38,891 : INFO : EPOCH 12 - PROGRESS: at 57.76% examples, 206266 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:39,921 : INFO : EPOCH 12 - PROGRESS: at 57.86% examples, 206275 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:40,961 : INFO : EPOCH 12 - PROGRESS: at 57.97% examples, 206274 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:02:41,979 : INFO : EPOCH 12 - PROGRESS: at 58.08% examples, 206279 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:43,014 : INFO : EPOCH 12 - PROGRESS: at 58.18% examples, 206277 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:44,098 : INFO : EPOCH 12 - PROGRESS: at 58.32% examples, 206284 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:45,125 : INFO : EPOCH 12 - PROGRESS: at 58.44% examples, 206285 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:46,133 : INFO : EPOCH 12 - PROGRESS: at 58.57% examples, 206309 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:47,166 : INFO : EPOCH 12 - PROGRESS: at 58.69% examples, 206304 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:48,197 : INFO : EPOCH 12 - PROGRESS: at 58.79% examples, 206315 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:49,235 : INFO : EPOCH 12 - PROGRESS: at 58.90% examples, 206312 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:50,236 : INFO : EPOCH 12 - PROGRESS: at 59.01% examples, 206327 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:51,244 : INFO : EPOCH 12 - PROGRESS: at 59.12% examples, 206342 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:52,260 : INFO : EPOCH 12 - PROGRESS: at 59.23% examples, 206330 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:53,331 : INFO : EPOCH 12 - PROGRESS: at 59.35% examples, 206333 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:54,407 : INFO : EPOCH 12 - PROGRESS: at 59.46% examples, 206334 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:02:55,485 : INFO : EPOCH 12 - PROGRESS: at 59.59% examples, 206337 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:56,496 : INFO : EPOCH 12 - PROGRESS: at 59.70% examples, 206345 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:57,500 : INFO : EPOCH 12 - PROGRESS: at 59.83% examples, 206359 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:58,515 : INFO : EPOCH 12 - PROGRESS: at 59.93% examples, 206362 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:02:59,518 : INFO : EPOCH 12 - PROGRESS: at 60.04% examples, 206371 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:00,526 : INFO : EPOCH 12 - PROGRESS: at 60.17% examples, 206366 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:01,532 : INFO : EPOCH 12 - PROGRESS: at 60.27% examples, 206375 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:02,619 : INFO : EPOCH 12 - PROGRESS: at 60.39% examples, 206369 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:03,626 : INFO : EPOCH 12 - PROGRESS: at 60.50% examples, 206374 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:03:04,655 : INFO : EPOCH 12 - PROGRESS: at 60.64% examples, 206382 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:05,749 : INFO : EPOCH 12 - PROGRESS: at 60.77% examples, 206379 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:06,790 : INFO : EPOCH 12 - PROGRESS: at 60.90% examples, 206389 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:07,813 : INFO : EPOCH 12 - PROGRESS: at 61.03% examples, 206394 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:08,857 : INFO : EPOCH 12 - PROGRESS: at 61.15% examples, 206400 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:09,869 : INFO : EPOCH 12 - PROGRESS: at 61.26% examples, 206426 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:10,923 : INFO : EPOCH 12 - PROGRESS: at 61.37% examples, 206416 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:11,927 : INFO : EPOCH 12 - PROGRESS: at 61.47% examples, 206415 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:12,987 : INFO : EPOCH 12 - PROGRESS: at 61.59% examples, 206426 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:13,992 : INFO : EPOCH 12 - PROGRESS: at 61.72% examples, 206439 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:15,069 : INFO : EPOCH 12 - PROGRESS: at 61.86% examples, 206421 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:16,087 : INFO : EPOCH 12 - PROGRESS: at 61.99% examples, 206451 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:17,088 : INFO : EPOCH 12 - PROGRESS: at 62.11% examples, 206462 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:18,145 : INFO : EPOCH 12 - PROGRESS: at 62.22% examples, 206437 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:03:19,155 : INFO : EPOCH 12 - PROGRESS: at 62.34% examples, 206451 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:20,178 : INFO : EPOCH 12 - PROGRESS: at 62.45% examples, 206456 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:03:21,180 : INFO : EPOCH 12 - PROGRESS: at 62.58% examples, 206467 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:22,209 : INFO : EPOCH 12 - PROGRESS: at 62.70% examples, 206472 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:03:23,227 : INFO : EPOCH 12 - PROGRESS: at 62.82% examples, 206472 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:24,293 : INFO : EPOCH 12 - PROGRESS: at 62.94% examples, 206466 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:25,295 : INFO : EPOCH 12 - PROGRESS: at 63.06% examples, 206474 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:26,356 : INFO : EPOCH 12 - PROGRESS: at 63.18% examples, 206481 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:27,366 : INFO : EPOCH 12 - PROGRESS: at 63.29% examples, 206501 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:28,382 : INFO : EPOCH 12 - PROGRESS: at 63.39% examples, 206483 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:29,412 : INFO : EPOCH 12 - PROGRESS: at 63.50% examples, 206495 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:30,423 : INFO : EPOCH 12 - PROGRESS: at 63.62% examples, 206505 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:31,436 : INFO : EPOCH 12 - PROGRESS: at 63.72% examples, 206510 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:32,451 : INFO : EPOCH 12 - PROGRESS: at 63.83% examples, 206501 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:33,473 : INFO : EPOCH 12 - PROGRESS: at 63.94% examples, 206522 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:34,482 : INFO : EPOCH 12 - PROGRESS: at 64.04% examples, 206508 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:35,485 : INFO : EPOCH 12 - PROGRESS: at 64.16% examples, 206522 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:36,490 : INFO : EPOCH 12 - PROGRESS: at 64.24% examples, 206523 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:03:37,507 : INFO : EPOCH 12 - PROGRESS: at 64.37% examples, 206532 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:38,507 : INFO : EPOCH 12 - PROGRESS: at 64.48% examples, 206524 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:39,537 : INFO : EPOCH 12 - PROGRESS: at 64.58% examples, 206523 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:40,547 : INFO : EPOCH 12 - PROGRESS: at 64.69% examples, 206541 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:41,597 : INFO : EPOCH 12 - PROGRESS: at 64.82% examples, 206543 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:42,610 : INFO : EPOCH 12 - PROGRESS: at 64.92% examples, 206538 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:43,710 : INFO : EPOCH 12 - PROGRESS: at 65.05% examples, 206539 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:44,791 : INFO : EPOCH 12 - PROGRESS: at 65.18% examples, 206547 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:45,800 : INFO : EPOCH 12 - PROGRESS: at 65.30% examples, 206555 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:46,828 : INFO : EPOCH 12 - PROGRESS: at 65.42% examples, 206562 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:47,890 : INFO : EPOCH 12 - PROGRESS: at 65.53% examples, 206562 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:48,890 : INFO : EPOCH 12 - PROGRESS: at 65.63% examples, 206562 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:49,938 : INFO : EPOCH 12 - PROGRESS: at 65.76% examples, 206576 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:03:50,952 : INFO : EPOCH 12 - PROGRESS: at 65.88% examples, 206584 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:51,982 : INFO : EPOCH 12 - PROGRESS: at 65.98% examples, 206583 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:53,071 : INFO : EPOCH 12 - PROGRESS: at 66.11% examples, 206581 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:54,102 : INFO : EPOCH 12 - PROGRESS: at 66.23% examples, 206600 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:55,175 : INFO : EPOCH 12 - PROGRESS: at 66.35% examples, 206586 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:56,235 : INFO : EPOCH 12 - PROGRESS: at 66.49% examples, 206595 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:57,249 : INFO : EPOCH 12 - PROGRESS: at 66.59% examples, 206602 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:58,318 : INFO : EPOCH 12 - PROGRESS: at 66.70% examples, 206610 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:03:59,330 : INFO : EPOCH 12 - PROGRESS: at 66.82% examples, 206620 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:00,347 : INFO : EPOCH 12 - PROGRESS: at 66.94% examples, 206629 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:01,359 : INFO : EPOCH 12 - PROGRESS: at 67.05% examples, 206624 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:02,371 : INFO : EPOCH 12 - PROGRESS: at 67.16% examples, 206629 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:03,404 : INFO : EPOCH 12 - PROGRESS: at 67.30% examples, 206637 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:04,420 : INFO : EPOCH 12 - PROGRESS: at 67.41% examples, 206637 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:05,432 : INFO : EPOCH 12 - PROGRESS: at 67.53% examples, 206642 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:06,435 : INFO : EPOCH 12 - PROGRESS: at 67.64% examples, 206638 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:07,449 : INFO : EPOCH 12 - PROGRESS: at 67.75% examples, 206651 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:08,484 : INFO : EPOCH 12 - PROGRESS: at 67.86% examples, 206652 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:09,504 : INFO : EPOCH 12 - PROGRESS: at 67.98% examples, 206663 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:10,515 : INFO : EPOCH 12 - PROGRESS: at 68.09% examples, 206668 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:11,529 : INFO : EPOCH 12 - PROGRESS: at 68.22% examples, 206661 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:12,549 : INFO : EPOCH 12 - PROGRESS: at 68.34% examples, 206667 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:13,568 : INFO : EPOCH 12 - PROGRESS: at 68.44% examples, 206676 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:14,593 : INFO : EPOCH 12 - PROGRESS: at 68.55% examples, 206677 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:15,636 : INFO : EPOCH 12 - PROGRESS: at 68.67% examples, 206680 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:16,646 : INFO : EPOCH 12 - PROGRESS: at 68.80% examples, 206698 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:17,673 : INFO : EPOCH 12 - PROGRESS: at 68.90% examples, 206687 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:18,686 : INFO : EPOCH 12 - PROGRESS: at 68.99% examples, 206696 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:19,690 : INFO : EPOCH 12 - PROGRESS: at 69.11% examples, 206689 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:20,721 : INFO : EPOCH 12 - PROGRESS: at 69.21% examples, 206698 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:04:21,736 : INFO : EPOCH 12 - PROGRESS: at 69.33% examples, 206708 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:22,757 : INFO : EPOCH 12 - PROGRESS: at 69.45% examples, 206710 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:23,790 : INFO : EPOCH 12 - PROGRESS: at 69.58% examples, 206724 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:24,827 : INFO : EPOCH 12 - PROGRESS: at 69.69% examples, 206718 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:25,830 : INFO : EPOCH 12 - PROGRESS: at 69.81% examples, 206734 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:26,913 : INFO : EPOCH 12 - PROGRESS: at 69.92% examples, 206726 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:27,929 : INFO : EPOCH 12 - PROGRESS: at 70.04% examples, 206737 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:28,936 : INFO : EPOCH 12 - PROGRESS: at 70.15% examples, 206736 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:04:30,026 : INFO : EPOCH 12 - PROGRESS: at 70.27% examples, 206733 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:31,040 : INFO : EPOCH 12 - PROGRESS: at 70.38% examples, 206748 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:32,054 : INFO : EPOCH 12 - PROGRESS: at 70.50% examples, 206747 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:33,059 : INFO : EPOCH 12 - PROGRESS: at 70.63% examples, 206755 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:34,160 : INFO : EPOCH 12 - PROGRESS: at 70.75% examples, 206748 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:35,194 : INFO : EPOCH 12 - PROGRESS: at 70.87% examples, 206764 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:36,221 : INFO : EPOCH 12 - PROGRESS: at 70.98% examples, 206767 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:37,259 : INFO : EPOCH 12 - PROGRESS: at 71.09% examples, 206765 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:38,286 : INFO : EPOCH 12 - PROGRESS: at 71.22% examples, 206778 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:39,316 : INFO : EPOCH 12 - PROGRESS: at 71.32% examples, 206783 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:04:40,321 : INFO : EPOCH 12 - PROGRESS: at 71.41% examples, 206785 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:41,341 : INFO : EPOCH 12 - PROGRESS: at 71.53% examples, 206781 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:42,405 : INFO : EPOCH 12 - PROGRESS: at 71.66% examples, 206787 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:04:43,459 : INFO : EPOCH 12 - PROGRESS: at 71.78% examples, 206793 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:04:44,477 : INFO : EPOCH 12 - PROGRESS: at 71.89% examples, 206803 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:45,527 : INFO : EPOCH 12 - PROGRESS: at 72.02% examples, 206794 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:46,560 : INFO : EPOCH 12 - PROGRESS: at 72.14% examples, 206807 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:47,563 : INFO : EPOCH 12 - PROGRESS: at 72.24% examples, 206808 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:48,610 : INFO : EPOCH 12 - PROGRESS: at 72.37% examples, 206811 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:49,629 : INFO : EPOCH 12 - PROGRESS: at 72.47% examples, 206817 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:50,632 : INFO : EPOCH 12 - PROGRESS: at 72.58% examples, 206816 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:51,639 : INFO : EPOCH 12 - PROGRESS: at 72.71% examples, 206831 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:52,646 : INFO : EPOCH 12 - PROGRESS: at 72.82% examples, 206834 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:53,751 : INFO : EPOCH 12 - PROGRESS: at 72.94% examples, 206816 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:54,817 : INFO : EPOCH 12 - PROGRESS: at 73.08% examples, 206826 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:55,840 : INFO : EPOCH 12 - PROGRESS: at 73.21% examples, 206834 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:56,868 : INFO : EPOCH 12 - PROGRESS: at 73.32% examples, 206847 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:57,926 : INFO : EPOCH 12 - PROGRESS: at 73.45% examples, 206837 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:58,927 : INFO : EPOCH 12 - PROGRESS: at 73.57% examples, 206855 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:04:59,933 : INFO : EPOCH 12 - PROGRESS: at 73.68% examples, 206846 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:00,936 : INFO : EPOCH 12 - PROGRESS: at 73.78% examples, 206857 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:01,971 : INFO : EPOCH 12 - PROGRESS: at 73.89% examples, 206860 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:02,979 : INFO : EPOCH 12 - PROGRESS: at 74.01% examples, 206864 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:03,980 : INFO : EPOCH 12 - PROGRESS: at 74.11% examples, 206872 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:05,002 : INFO : EPOCH 12 - PROGRESS: at 74.22% examples, 206868 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:06,016 : INFO : EPOCH 12 - PROGRESS: at 74.34% examples, 206884 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:07,022 : INFO : EPOCH 12 - PROGRESS: at 74.46% examples, 206881 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:08,050 : INFO : EPOCH 12 - PROGRESS: at 74.58% examples, 206882 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:09,075 : INFO : EPOCH 12 - PROGRESS: at 74.69% examples, 206883 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:10,160 : INFO : EPOCH 12 - PROGRESS: at 74.80% examples, 206878 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:11,162 : INFO : EPOCH 12 - PROGRESS: at 74.93% examples, 206887 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:12,225 : INFO : EPOCH 12 - PROGRESS: at 75.05% examples, 206887 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:13,227 : INFO : EPOCH 12 - PROGRESS: at 75.16% examples, 206902 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:14,306 : INFO : EPOCH 12 - PROGRESS: at 75.28% examples, 206889 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:15,311 : INFO : EPOCH 12 - PROGRESS: at 75.39% examples, 206910 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:16,339 : INFO : EPOCH 12 - PROGRESS: at 75.51% examples, 206896 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:05:17,363 : INFO : EPOCH 12 - PROGRESS: at 75.62% examples, 206902 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:18,427 : INFO : EPOCH 12 - PROGRESS: at 75.75% examples, 206897 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:19,429 : INFO : EPOCH 12 - PROGRESS: at 75.86% examples, 206911 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:20,440 : INFO : EPOCH 12 - PROGRESS: at 75.98% examples, 206913 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:21,502 : INFO : EPOCH 12 - PROGRESS: at 76.10% examples, 206912 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:22,519 : INFO : EPOCH 12 - PROGRESS: at 76.20% examples, 206918 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:23,549 : INFO : EPOCH 12 - PROGRESS: at 76.33% examples, 206926 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:24,562 : INFO : EPOCH 12 - PROGRESS: at 76.46% examples, 206928 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:25,646 : INFO : EPOCH 12 - PROGRESS: at 76.57% examples, 206916 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:26,653 : INFO : EPOCH 12 - PROGRESS: at 76.68% examples, 206940 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:27,663 : INFO : EPOCH 12 - PROGRESS: at 76.80% examples, 206938 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:28,677 : INFO : EPOCH 12 - PROGRESS: at 76.91% examples, 206943 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:29,682 : INFO : EPOCH 12 - PROGRESS: at 77.02% examples, 206944 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:30,725 : INFO : EPOCH 12 - PROGRESS: at 77.13% examples, 206949 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:31,747 : INFO : EPOCH 12 - PROGRESS: at 77.23% examples, 206950 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:32,756 : INFO : EPOCH 12 - PROGRESS: at 77.34% examples, 206953 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:33,761 : INFO : EPOCH 12 - PROGRESS: at 77.45% examples, 206956 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:34,806 : INFO : EPOCH 12 - PROGRESS: at 77.56% examples, 206953 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:35,844 : INFO : EPOCH 12 - PROGRESS: at 77.67% examples, 206959 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:36,854 : INFO : EPOCH 12 - PROGRESS: at 77.78% examples, 206963 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:05:37,861 : INFO : EPOCH 12 - PROGRESS: at 77.89% examples, 206961 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:38,875 : INFO : EPOCH 12 - PROGRESS: at 78.01% examples, 206971 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:39,884 : INFO : EPOCH 12 - PROGRESS: at 78.13% examples, 206975 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:40,885 : INFO : EPOCH 12 - PROGRESS: at 78.26% examples, 206975 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:41,888 : INFO : EPOCH 12 - PROGRESS: at 78.38% examples, 206991 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:42,965 : INFO : EPOCH 12 - PROGRESS: at 78.49% examples, 206982 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:44,018 : INFO : EPOCH 12 - PROGRESS: at 78.62% examples, 206982 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:05:45,043 : INFO : EPOCH 12 - PROGRESS: at 78.74% examples, 206988 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:46,087 : INFO : EPOCH 12 - PROGRESS: at 78.87% examples, 206997 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:05:47,096 : INFO : EPOCH 12 - PROGRESS: at 78.98% examples, 206998 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:48,131 : INFO : EPOCH 12 - PROGRESS: at 79.11% examples, 206994 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:49,136 : INFO : EPOCH 12 - PROGRESS: at 79.24% examples, 207006 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:50,161 : INFO : EPOCH 12 - PROGRESS: at 79.34% examples, 207000 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:51,195 : INFO : EPOCH 12 - PROGRESS: at 79.46% examples, 207010 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:52,243 : INFO : EPOCH 12 - PROGRESS: at 79.58% examples, 207011 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:05:53,286 : INFO : EPOCH 12 - PROGRESS: at 79.70% examples, 207013 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:54,298 : INFO : EPOCH 12 - PROGRESS: at 79.81% examples, 207017 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:55,300 : INFO : EPOCH 12 - PROGRESS: at 79.93% examples, 207026 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:56,350 : INFO : EPOCH 12 - PROGRESS: at 80.04% examples, 207017 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:57,386 : INFO : EPOCH 12 - PROGRESS: at 80.16% examples, 207024 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:58,432 : INFO : EPOCH 12 - PROGRESS: at 80.27% examples, 207028 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:05:59,501 : INFO : EPOCH 12 - PROGRESS: at 80.36% examples, 207018 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:00,536 : INFO : EPOCH 12 - PROGRESS: at 80.48% examples, 207023 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:01,542 : INFO : EPOCH 12 - PROGRESS: at 80.59% examples, 207028 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:02,565 : INFO : EPOCH 12 - PROGRESS: at 80.70% examples, 207018 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:03,598 : INFO : EPOCH 12 - PROGRESS: at 80.82% examples, 207016 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:04,632 : INFO : EPOCH 12 - PROGRESS: at 80.94% examples, 207013 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:05,648 : INFO : EPOCH 12 - PROGRESS: at 81.03% examples, 206999 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:06,701 : INFO : EPOCH 12 - PROGRESS: at 81.14% examples, 206999 words/s, in_qsize 7, out_qsize 1
2020-07-17 03:06:07,727 : INFO : EPOCH 12 - PROGRESS: at 81.27% examples, 207016 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:08,760 : INFO : EPOCH 12 - PROGRESS: at 81.40% examples, 207018 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:09,794 : INFO : EPOCH 12 - PROGRESS: at 81.51% examples, 207000 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:10,805 : INFO : EPOCH 12 - PROGRESS: at 81.60% examples, 206962 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:11,829 : INFO : EPOCH 12 - PROGRESS: at 81.68% examples, 206909 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:06:12,882 : INFO : EPOCH 12 - PROGRESS: at 81.78% examples, 206909 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:13,972 : INFO : EPOCH 12 - PROGRESS: at 81.90% examples, 206907 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:15,034 : INFO : EPOCH 12 - PROGRESS: at 82.05% examples, 206913 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:16,041 : INFO : EPOCH 12 - PROGRESS: at 82.17% examples, 206921 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:17,053 : INFO : EPOCH 12 - PROGRESS: at 82.28% examples, 206921 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:18,089 : INFO : EPOCH 12 - PROGRESS: at 82.41% examples, 206927 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:19,103 : INFO : EPOCH 12 - PROGRESS: at 82.51% examples, 206929 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:20,112 : INFO : EPOCH 12 - PROGRESS: at 82.66% examples, 206929 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:21,202 : INFO : EPOCH 12 - PROGRESS: at 82.78% examples, 206928 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:22,243 : INFO : EPOCH 12 - PROGRESS: at 82.90% examples, 206938 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:23,258 : INFO : EPOCH 12 - PROGRESS: at 82.99% examples, 206932 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:06:24,303 : INFO : EPOCH 12 - PROGRESS: at 83.10% examples, 206941 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:25,328 : INFO : EPOCH 12 - PROGRESS: at 83.22% examples, 206944 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:26,379 : INFO : EPOCH 12 - PROGRESS: at 83.33% examples, 206949 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:27,412 : INFO : EPOCH 12 - PROGRESS: at 83.44% examples, 206956 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:28,445 : INFO : EPOCH 12 - PROGRESS: at 83.55% examples, 206951 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:06:29,482 : INFO : EPOCH 12 - PROGRESS: at 83.68% examples, 206953 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:30,517 : INFO : EPOCH 12 - PROGRESS: at 83.81% examples, 206965 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:31,529 : INFO : EPOCH 12 - PROGRESS: at 83.92% examples, 206967 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:32,570 : INFO : EPOCH 12 - PROGRESS: at 84.02% examples, 206960 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:06:33,584 : INFO : EPOCH 12 - PROGRESS: at 84.14% examples, 206975 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:34,635 : INFO : EPOCH 12 - PROGRESS: at 84.22% examples, 206966 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:06:35,647 : INFO : EPOCH 12 - PROGRESS: at 84.36% examples, 206976 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:36,655 : INFO : EPOCH 12 - PROGRESS: at 84.47% examples, 206984 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:37,664 : INFO : EPOCH 12 - PROGRESS: at 84.58% examples, 206982 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:38,729 : INFO : EPOCH 12 - PROGRESS: at 84.70% examples, 206978 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:39,740 : INFO : EPOCH 12 - PROGRESS: at 84.82% examples, 206989 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:40,778 : INFO : EPOCH 12 - PROGRESS: at 84.92% examples, 206993 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:41,782 : INFO : EPOCH 12 - PROGRESS: at 85.02% examples, 206992 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:42,832 : INFO : EPOCH 12 - PROGRESS: at 85.14% examples, 206991 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:43,867 : INFO : EPOCH 12 - PROGRESS: at 85.26% examples, 206994 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:44,874 : INFO : EPOCH 12 - PROGRESS: at 85.38% examples, 207004 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:45,880 : INFO : EPOCH 12 - PROGRESS: at 85.49% examples, 207008 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:46,894 : INFO : EPOCH 12 - PROGRESS: at 85.61% examples, 207006 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:06:47,923 : INFO : EPOCH 12 - PROGRESS: at 85.74% examples, 207011 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:48,949 : INFO : EPOCH 12 - PROGRESS: at 85.86% examples, 207014 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:49,959 : INFO : EPOCH 12 - PROGRESS: at 85.99% examples, 207016 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:50,969 : INFO : EPOCH 12 - PROGRESS: at 86.10% examples, 207022 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:51,969 : INFO : EPOCH 12 - PROGRESS: at 86.20% examples, 207009 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:53,011 : INFO : EPOCH 12 - PROGRESS: at 86.30% examples, 207019 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:54,016 : INFO : EPOCH 12 - PROGRESS: at 86.41% examples, 207023 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:55,023 : INFO : EPOCH 12 - PROGRESS: at 86.51% examples, 207027 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:56,040 : INFO : EPOCH 12 - PROGRESS: at 86.62% examples, 207031 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:57,070 : INFO : EPOCH 12 - PROGRESS: at 86.74% examples, 207034 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:58,104 : INFO : EPOCH 12 - PROGRESS: at 86.84% examples, 207035 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:06:59,149 : INFO : EPOCH 12 - PROGRESS: at 86.95% examples, 207028 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:00,173 : INFO : EPOCH 12 - PROGRESS: at 87.07% examples, 207035 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:01,202 : INFO : EPOCH 12 - PROGRESS: at 87.18% examples, 207034 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:07:02,208 : INFO : EPOCH 12 - PROGRESS: at 87.29% examples, 207047 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:03,242 : INFO : EPOCH 12 - PROGRESS: at 87.40% examples, 207049 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:04,255 : INFO : EPOCH 12 - PROGRESS: at 87.53% examples, 207047 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:05,278 : INFO : EPOCH 12 - PROGRESS: at 87.64% examples, 207036 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:07:06,293 : INFO : EPOCH 12 - PROGRESS: at 87.73% examples, 207055 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:07,304 : INFO : EPOCH 12 - PROGRESS: at 87.83% examples, 207056 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:08,320 : INFO : EPOCH 12 - PROGRESS: at 87.94% examples, 207055 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:09,333 : INFO : EPOCH 12 - PROGRESS: at 88.07% examples, 207065 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:10,392 : INFO : EPOCH 12 - PROGRESS: at 88.21% examples, 207055 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:11,420 : INFO : EPOCH 12 - PROGRESS: at 88.31% examples, 207064 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:12,456 : INFO : EPOCH 12 - PROGRESS: at 88.44% examples, 207065 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:13,495 : INFO : EPOCH 12 - PROGRESS: at 88.55% examples, 207067 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:14,514 : INFO : EPOCH 12 - PROGRESS: at 88.67% examples, 207077 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:15,526 : INFO : EPOCH 12 - PROGRESS: at 88.77% examples, 207071 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:16,536 : INFO : EPOCH 12 - PROGRESS: at 88.89% examples, 207075 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:07:17,536 : INFO : EPOCH 12 - PROGRESS: at 89.00% examples, 207076 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:18,553 : INFO : EPOCH 12 - PROGRESS: at 89.12% examples, 207083 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:19,592 : INFO : EPOCH 12 - PROGRESS: at 89.22% examples, 207087 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:07:20,633 : INFO : EPOCH 12 - PROGRESS: at 89.33% examples, 207085 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:21,674 : INFO : EPOCH 12 - PROGRESS: at 89.47% examples, 207089 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:22,721 : INFO : EPOCH 12 - PROGRESS: at 89.57% examples, 207086 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:23,724 : INFO : EPOCH 12 - PROGRESS: at 89.66% examples, 207092 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:24,780 : INFO : EPOCH 12 - PROGRESS: at 89.77% examples, 207091 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:25,863 : INFO : EPOCH 12 - PROGRESS: at 89.89% examples, 207097 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:26,879 : INFO : EPOCH 12 - PROGRESS: at 90.01% examples, 207105 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:27,894 : INFO : EPOCH 12 - PROGRESS: at 90.10% examples, 207098 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:28,943 : INFO : EPOCH 12 - PROGRESS: at 90.24% examples, 207100 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:29,955 : INFO : EPOCH 12 - PROGRESS: at 90.35% examples, 207107 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:31,007 : INFO : EPOCH 12 - PROGRESS: at 90.46% examples, 207102 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:32,037 : INFO : EPOCH 12 - PROGRESS: at 90.58% examples, 207110 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:33,073 : INFO : EPOCH 12 - PROGRESS: at 90.71% examples, 207111 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:07:34,100 : INFO : EPOCH 12 - PROGRESS: at 90.82% examples, 207114 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:07:35,103 : INFO : EPOCH 12 - PROGRESS: at 90.93% examples, 207123 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:36,107 : INFO : EPOCH 12 - PROGRESS: at 91.03% examples, 207123 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:37,114 : INFO : EPOCH 12 - PROGRESS: at 91.14% examples, 207120 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:38,143 : INFO : EPOCH 12 - PROGRESS: at 91.26% examples, 207121 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:07:39,149 : INFO : EPOCH 12 - PROGRESS: at 91.37% examples, 207130 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:40,157 : INFO : EPOCH 12 - PROGRESS: at 91.47% examples, 207133 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:41,172 : INFO : EPOCH 12 - PROGRESS: at 91.58% examples, 207133 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:42,189 : INFO : EPOCH 12 - PROGRESS: at 91.71% examples, 207144 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:43,201 : INFO : EPOCH 12 - PROGRESS: at 91.80% examples, 207131 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:44,211 : INFO : EPOCH 12 - PROGRESS: at 91.92% examples, 207139 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:45,228 : INFO : EPOCH 12 - PROGRESS: at 92.03% examples, 207144 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:46,231 : INFO : EPOCH 12 - PROGRESS: at 92.15% examples, 207150 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:47,249 : INFO : EPOCH 12 - PROGRESS: at 92.28% examples, 207149 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:48,260 : INFO : EPOCH 12 - PROGRESS: at 92.38% examples, 207153 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:49,299 : INFO : EPOCH 12 - PROGRESS: at 92.49% examples, 207139 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:50,301 : INFO : EPOCH 12 - PROGRESS: at 92.61% examples, 207154 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:51,330 : INFO : EPOCH 12 - PROGRESS: at 92.72% examples, 207157 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:52,346 : INFO : EPOCH 12 - PROGRESS: at 92.82% examples, 207163 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:53,369 : INFO : EPOCH 12 - PROGRESS: at 92.92% examples, 207162 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:54,408 : INFO : EPOCH 12 - PROGRESS: at 93.04% examples, 207160 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:55,426 : INFO : EPOCH 12 - PROGRESS: at 93.15% examples, 207161 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:56,433 : INFO : EPOCH 12 - PROGRESS: at 93.25% examples, 207160 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:57,478 : INFO : EPOCH 12 - PROGRESS: at 93.37% examples, 207167 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:07:58,509 : INFO : EPOCH 12 - PROGRESS: at 93.50% examples, 207172 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:07:59,527 : INFO : EPOCH 12 - PROGRESS: at 93.61% examples, 207171 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:00,577 : INFO : EPOCH 12 - PROGRESS: at 93.73% examples, 207168 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:01,592 : INFO : EPOCH 12 - PROGRESS: at 93.83% examples, 207173 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:02,605 : INFO : EPOCH 12 - PROGRESS: at 93.94% examples, 207183 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:03,640 : INFO : EPOCH 12 - PROGRESS: at 94.08% examples, 207182 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:04,661 : INFO : EPOCH 12 - PROGRESS: at 94.20% examples, 207189 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:05,704 : INFO : EPOCH 12 - PROGRESS: at 94.33% examples, 207185 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:06,740 : INFO : EPOCH 12 - PROGRESS: at 94.44% examples, 207181 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:08:07,765 : INFO : EPOCH 12 - PROGRESS: at 94.56% examples, 207198 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:08,794 : INFO : EPOCH 12 - PROGRESS: at 94.66% examples, 207190 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:09,802 : INFO : EPOCH 12 - PROGRESS: at 94.78% examples, 207204 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:10,810 : INFO : EPOCH 12 - PROGRESS: at 94.89% examples, 207212 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:11,815 : INFO : EPOCH 12 - PROGRESS: at 94.98% examples, 207208 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:12,871 : INFO : EPOCH 12 - PROGRESS: at 95.10% examples, 207202 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:13,898 : INFO : EPOCH 12 - PROGRESS: at 95.20% examples, 207205 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:14,915 : INFO : EPOCH 12 - PROGRESS: at 95.30% examples, 207210 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:15,966 : INFO : EPOCH 12 - PROGRESS: at 95.42% examples, 207214 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:16,974 : INFO : EPOCH 12 - PROGRESS: at 95.55% examples, 207224 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:17,995 : INFO : EPOCH 12 - PROGRESS: at 95.67% examples, 207218 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:19,003 : INFO : EPOCH 12 - PROGRESS: at 95.78% examples, 207220 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:20,021 : INFO : EPOCH 12 - PROGRESS: at 95.89% examples, 207226 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:21,023 : INFO : EPOCH 12 - PROGRESS: at 96.01% examples, 207230 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:22,095 : INFO : EPOCH 12 - PROGRESS: at 96.13% examples, 207220 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:23,134 : INFO : EPOCH 12 - PROGRESS: at 96.24% examples, 207225 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:24,153 : INFO : EPOCH 12 - PROGRESS: at 96.37% examples, 207235 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:25,179 : INFO : EPOCH 12 - PROGRESS: at 96.47% examples, 207240 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:26,232 : INFO : EPOCH 12 - PROGRESS: at 96.60% examples, 207233 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:27,259 : INFO : EPOCH 12 - PROGRESS: at 96.73% examples, 207239 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:28,287 : INFO : EPOCH 12 - PROGRESS: at 96.83% examples, 207238 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:29,323 : INFO : EPOCH 12 - PROGRESS: at 96.94% examples, 207245 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:30,377 : INFO : EPOCH 12 - PROGRESS: at 97.06% examples, 207246 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:31,396 : INFO : EPOCH 12 - PROGRESS: at 97.17% examples, 207252 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:32,401 : INFO : EPOCH 12 - PROGRESS: at 97.28% examples, 207259 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:33,405 : INFO : EPOCH 12 - PROGRESS: at 97.40% examples, 207253 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:34,485 : INFO : EPOCH 12 - PROGRESS: at 97.53% examples, 207253 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:35,507 : INFO : EPOCH 12 - PROGRESS: at 97.65% examples, 207253 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:36,555 : INFO : EPOCH 12 - PROGRESS: at 97.77% examples, 207255 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:37,565 : INFO : EPOCH 12 - PROGRESS: at 97.88% examples, 207269 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:38,569 : INFO : EPOCH 12 - PROGRESS: at 97.98% examples, 207259 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:39,616 : INFO : EPOCH 12 - PROGRESS: at 98.12% examples, 207265 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:40,617 : INFO : EPOCH 12 - PROGRESS: at 98.22% examples, 207272 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:41,628 : INFO : EPOCH 12 - PROGRESS: at 98.32% examples, 207274 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:42,646 : INFO : EPOCH 12 - PROGRESS: at 98.43% examples, 207277 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:43,659 : INFO : EPOCH 12 - PROGRESS: at 98.55% examples, 207278 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:44,666 : INFO : EPOCH 12 - PROGRESS: at 98.65% examples, 207277 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:45,680 : INFO : EPOCH 12 - PROGRESS: at 98.78% examples, 207285 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:46,704 : INFO : EPOCH 12 - PROGRESS: at 98.87% examples, 207278 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:47,727 : INFO : EPOCH 12 - PROGRESS: at 98.98% examples, 207286 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:48,740 : INFO : EPOCH 12 - PROGRESS: at 99.10% examples, 207282 words/s, in_qsize 7, out_qsize 1
2020-07-17 03:08:49,793 : INFO : EPOCH 12 - PROGRESS: at 99.21% examples, 207283 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:50,832 : INFO : EPOCH 12 - PROGRESS: at 99.32% examples, 207284 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:08:51,852 : INFO : EPOCH 12 - PROGRESS: at 99.44% examples, 207289 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:52,880 : INFO : EPOCH 12 - PROGRESS: at 99.54% examples, 207297 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:53,913 : INFO : EPOCH 12 - PROGRESS: at 99.65% examples, 207295 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:54,936 : INFO : EPOCH 12 - PROGRESS: at 99.75% examples, 207293 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:55,972 : INFO : EPOCH 12 - PROGRESS: at 99.86% examples, 207300 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:56,986 : INFO : EPOCH 12 - PROGRESS: at 99.98% examples, 207303 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:57,116 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 03:08:57,140 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 03:08:57,148 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 03:08:57,188 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 03:08:57,189 : INFO : EPOCH - 12 : training on 248038538 raw words (187751009 effective words) took 905.7s, 207308 effective words/s
2020-07-17 03:08:58,195 : INFO : EPOCH 13 - PROGRESS: at 0.11% examples, 194472 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:08:59,230 : INFO : EPOCH 13 - PROGRESS: at 0.22% examples, 200275 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:00,244 : INFO : EPOCH 13 - PROGRESS: at 0.33% examples, 204066 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:01,311 : INFO : EPOCH 13 - PROGRESS: at 0.43% examples, 203415 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:02,400 : INFO : EPOCH 13 - PROGRESS: at 0.56% examples, 205077 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:03,488 : INFO : EPOCH 13 - PROGRESS: at 0.66% examples, 205043 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:04,513 : INFO : EPOCH 13 - PROGRESS: at 0.77% examples, 206763 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:05,528 : INFO : EPOCH 13 - PROGRESS: at 0.87% examples, 206959 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:06,577 : INFO : EPOCH 13 - PROGRESS: at 1.00% examples, 207100 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:07,580 : INFO : EPOCH 13 - PROGRESS: at 1.12% examples, 207956 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:08,601 : INFO : EPOCH 13 - PROGRESS: at 1.24% examples, 207649 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:09,642 : INFO : EPOCH 13 - PROGRESS: at 1.34% examples, 207552 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:10,652 : INFO : EPOCH 13 - PROGRESS: at 1.45% examples, 207688 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:11,744 : INFO : EPOCH 13 - PROGRESS: at 1.58% examples, 207487 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:12,784 : INFO : EPOCH 13 - PROGRESS: at 1.70% examples, 208062 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:13,836 : INFO : EPOCH 13 - PROGRESS: at 1.81% examples, 207805 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:14,870 : INFO : EPOCH 13 - PROGRESS: at 1.92% examples, 208165 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:15,880 : INFO : EPOCH 13 - PROGRESS: at 2.02% examples, 208057 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:09:16,883 : INFO : EPOCH 13 - PROGRESS: at 2.14% examples, 208285 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:17,893 : INFO : EPOCH 13 - PROGRESS: at 2.25% examples, 208237 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:18,915 : INFO : EPOCH 13 - PROGRESS: at 2.35% examples, 208216 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:19,941 : INFO : EPOCH 13 - PROGRESS: at 2.47% examples, 208553 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:20,965 : INFO : EPOCH 13 - PROGRESS: at 2.59% examples, 208579 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:21,973 : INFO : EPOCH 13 - PROGRESS: at 2.71% examples, 208518 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:22,993 : INFO : EPOCH 13 - PROGRESS: at 2.81% examples, 208449 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:24,060 : INFO : EPOCH 13 - PROGRESS: at 2.92% examples, 208387 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:25,061 : INFO : EPOCH 13 - PROGRESS: at 3.04% examples, 208413 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:26,074 : INFO : EPOCH 13 - PROGRESS: at 3.15% examples, 208616 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:27,137 : INFO : EPOCH 13 - PROGRESS: at 3.27% examples, 208372 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:28,143 : INFO : EPOCH 13 - PROGRESS: at 3.38% examples, 208460 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:09:29,204 : INFO : EPOCH 13 - PROGRESS: at 3.50% examples, 208453 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:30,226 : INFO : EPOCH 13 - PROGRESS: at 3.62% examples, 208492 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:31,291 : INFO : EPOCH 13 - PROGRESS: at 3.72% examples, 208422 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:32,311 : INFO : EPOCH 13 - PROGRESS: at 3.83% examples, 208503 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:33,404 : INFO : EPOCH 13 - PROGRESS: at 3.95% examples, 208379 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:34,420 : INFO : EPOCH 13 - PROGRESS: at 4.07% examples, 208561 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:35,511 : INFO : EPOCH 13 - PROGRESS: at 4.18% examples, 208371 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:36,580 : INFO : EPOCH 13 - PROGRESS: at 4.31% examples, 208463 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:37,663 : INFO : EPOCH 13 - PROGRESS: at 4.42% examples, 208455 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:38,745 : INFO : EPOCH 13 - PROGRESS: at 4.53% examples, 208425 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:39,750 : INFO : EPOCH 13 - PROGRESS: at 4.66% examples, 208589 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:40,760 : INFO : EPOCH 13 - PROGRESS: at 4.77% examples, 208505 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:41,788 : INFO : EPOCH 13 - PROGRESS: at 4.89% examples, 208526 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:09:42,810 : INFO : EPOCH 13 - PROGRESS: at 5.00% examples, 208572 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:43,848 : INFO : EPOCH 13 - PROGRESS: at 5.11% examples, 208648 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:44,889 : INFO : EPOCH 13 - PROGRESS: at 5.24% examples, 208421 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:45,913 : INFO : EPOCH 13 - PROGRESS: at 5.36% examples, 208611 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:46,974 : INFO : EPOCH 13 - PROGRESS: at 5.49% examples, 208618 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:47,989 : INFO : EPOCH 13 - PROGRESS: at 5.61% examples, 208625 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:49,034 : INFO : EPOCH 13 - PROGRESS: at 5.73% examples, 208542 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:50,035 : INFO : EPOCH 13 - PROGRESS: at 5.85% examples, 208582 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:51,112 : INFO : EPOCH 13 - PROGRESS: at 5.97% examples, 208574 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:09:52,169 : INFO : EPOCH 13 - PROGRESS: at 6.08% examples, 208530 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:53,203 : INFO : EPOCH 13 - PROGRESS: at 6.19% examples, 208554 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:54,213 : INFO : EPOCH 13 - PROGRESS: at 6.31% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:55,295 : INFO : EPOCH 13 - PROGRESS: at 6.41% examples, 208566 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:56,305 : INFO : EPOCH 13 - PROGRESS: at 6.53% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:57,367 : INFO : EPOCH 13 - PROGRESS: at 6.64% examples, 208582 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:58,389 : INFO : EPOCH 13 - PROGRESS: at 6.77% examples, 208677 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:09:59,424 : INFO : EPOCH 13 - PROGRESS: at 6.88% examples, 208600 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:00,456 : INFO : EPOCH 13 - PROGRESS: at 6.98% examples, 208650 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:01,475 : INFO : EPOCH 13 - PROGRESS: at 7.11% examples, 208645 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:02,483 : INFO : EPOCH 13 - PROGRESS: at 7.23% examples, 208564 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:03,535 : INFO : EPOCH 13 - PROGRESS: at 7.34% examples, 208540 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:10:04,543 : INFO : EPOCH 13 - PROGRESS: at 7.46% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:05,563 : INFO : EPOCH 13 - PROGRESS: at 7.57% examples, 208686 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:06,584 : INFO : EPOCH 13 - PROGRESS: at 7.68% examples, 208682 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:07,606 : INFO : EPOCH 13 - PROGRESS: at 7.78% examples, 208733 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:08,693 : INFO : EPOCH 13 - PROGRESS: at 7.90% examples, 208608 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:09,731 : INFO : EPOCH 13 - PROGRESS: at 8.03% examples, 208671 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:10,746 : INFO : EPOCH 13 - PROGRESS: at 8.13% examples, 208674 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:11,757 : INFO : EPOCH 13 - PROGRESS: at 8.25% examples, 208692 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:12,758 : INFO : EPOCH 13 - PROGRESS: at 8.36% examples, 208753 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:13,792 : INFO : EPOCH 13 - PROGRESS: at 8.46% examples, 208719 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:10:14,799 : INFO : EPOCH 13 - PROGRESS: at 8.58% examples, 208775 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:15,830 : INFO : EPOCH 13 - PROGRESS: at 8.68% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:16,838 : INFO : EPOCH 13 - PROGRESS: at 8.80% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:17,851 : INFO : EPOCH 13 - PROGRESS: at 8.93% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:18,914 : INFO : EPOCH 13 - PROGRESS: at 9.03% examples, 208656 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:19,972 : INFO : EPOCH 13 - PROGRESS: at 9.15% examples, 208710 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:20,996 : INFO : EPOCH 13 - PROGRESS: at 9.26% examples, 208761 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:22,016 : INFO : EPOCH 13 - PROGRESS: at 9.36% examples, 208742 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:23,042 : INFO : EPOCH 13 - PROGRESS: at 9.49% examples, 208749 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:24,082 : INFO : EPOCH 13 - PROGRESS: at 9.60% examples, 208652 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:25,107 : INFO : EPOCH 13 - PROGRESS: at 9.74% examples, 208727 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:26,110 : INFO : EPOCH 13 - PROGRESS: at 9.85% examples, 208714 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:27,182 : INFO : EPOCH 13 - PROGRESS: at 9.99% examples, 208672 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:10:28,238 : INFO : EPOCH 13 - PROGRESS: at 10.11% examples, 208754 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:29,254 : INFO : EPOCH 13 - PROGRESS: at 10.23% examples, 208766 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:10:30,254 : INFO : EPOCH 13 - PROGRESS: at 10.36% examples, 208801 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:31,258 : INFO : EPOCH 13 - PROGRESS: at 10.47% examples, 208808 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:32,259 : INFO : EPOCH 13 - PROGRESS: at 10.58% examples, 208764 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:33,294 : INFO : EPOCH 13 - PROGRESS: at 10.68% examples, 208680 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:34,302 : INFO : EPOCH 13 - PROGRESS: at 10.81% examples, 208679 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:35,321 : INFO : EPOCH 13 - PROGRESS: at 10.91% examples, 208668 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:36,336 : INFO : EPOCH 13 - PROGRESS: at 11.02% examples, 208631 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:37,358 : INFO : EPOCH 13 - PROGRESS: at 11.13% examples, 208532 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:38,366 : INFO : EPOCH 13 - PROGRESS: at 11.23% examples, 208491 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:39,427 : INFO : EPOCH 13 - PROGRESS: at 11.37% examples, 208401 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:40,465 : INFO : EPOCH 13 - PROGRESS: at 11.46% examples, 208178 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:41,489 : INFO : EPOCH 13 - PROGRESS: at 11.55% examples, 207821 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:42,492 : INFO : EPOCH 13 - PROGRESS: at 11.66% examples, 207751 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:43,503 : INFO : EPOCH 13 - PROGRESS: at 11.78% examples, 207691 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:44,517 : INFO : EPOCH 13 - PROGRESS: at 11.90% examples, 207702 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:45,534 : INFO : EPOCH 13 - PROGRESS: at 12.01% examples, 207698 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:46,568 : INFO : EPOCH 13 - PROGRESS: at 12.13% examples, 207774 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:47,606 : INFO : EPOCH 13 - PROGRESS: at 12.24% examples, 207715 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:48,617 : INFO : EPOCH 13 - PROGRESS: at 12.36% examples, 207737 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:49,707 : INFO : EPOCH 13 - PROGRESS: at 12.49% examples, 207723 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:50,828 : INFO : EPOCH 13 - PROGRESS: at 12.61% examples, 207690 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:10:51,841 : INFO : EPOCH 13 - PROGRESS: at 12.73% examples, 207790 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:52,847 : INFO : EPOCH 13 - PROGRESS: at 12.85% examples, 207751 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:53,849 : INFO : EPOCH 13 - PROGRESS: at 12.95% examples, 207772 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:54,870 : INFO : EPOCH 13 - PROGRESS: at 13.06% examples, 207766 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:55,907 : INFO : EPOCH 13 - PROGRESS: at 13.19% examples, 207778 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:56,955 : INFO : EPOCH 13 - PROGRESS: at 13.30% examples, 207796 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:57,957 : INFO : EPOCH 13 - PROGRESS: at 13.40% examples, 207793 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:10:58,987 : INFO : EPOCH 13 - PROGRESS: at 13.52% examples, 207820 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:00,001 : INFO : EPOCH 13 - PROGRESS: at 13.62% examples, 207838 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:01,028 : INFO : EPOCH 13 - PROGRESS: at 13.75% examples, 207761 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:02,097 : INFO : EPOCH 13 - PROGRESS: at 13.87% examples, 207787 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:11:03,110 : INFO : EPOCH 13 - PROGRESS: at 13.99% examples, 207866 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:04,137 : INFO : EPOCH 13 - PROGRESS: at 14.10% examples, 207799 words/s, in_qsize 5, out_qsize 2
2020-07-17 03:11:05,159 : INFO : EPOCH 13 - PROGRESS: at 14.20% examples, 207802 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:06,162 : INFO : EPOCH 13 - PROGRESS: at 14.32% examples, 207888 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:07,171 : INFO : EPOCH 13 - PROGRESS: at 14.44% examples, 207881 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:08,219 : INFO : EPOCH 13 - PROGRESS: at 14.57% examples, 207864 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:09,246 : INFO : EPOCH 13 - PROGRESS: at 14.67% examples, 207894 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:10,271 : INFO : EPOCH 13 - PROGRESS: at 14.78% examples, 207853 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:11,299 : INFO : EPOCH 13 - PROGRESS: at 14.93% examples, 207915 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:12,327 : INFO : EPOCH 13 - PROGRESS: at 15.03% examples, 207870 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:11:13,340 : INFO : EPOCH 13 - PROGRESS: at 15.13% examples, 207915 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:14,344 : INFO : EPOCH 13 - PROGRESS: at 15.22% examples, 207890 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:11:15,379 : INFO : EPOCH 13 - PROGRESS: at 15.34% examples, 207955 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:16,430 : INFO : EPOCH 13 - PROGRESS: at 15.46% examples, 207900 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:17,479 : INFO : EPOCH 13 - PROGRESS: at 15.56% examples, 207927 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:18,504 : INFO : EPOCH 13 - PROGRESS: at 15.67% examples, 207947 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:19,527 : INFO : EPOCH 13 - PROGRESS: at 15.77% examples, 207929 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:20,592 : INFO : EPOCH 13 - PROGRESS: at 15.90% examples, 207928 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:21,606 : INFO : EPOCH 13 - PROGRESS: at 16.00% examples, 207966 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:22,713 : INFO : EPOCH 13 - PROGRESS: at 16.11% examples, 207928 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:11:23,729 : INFO : EPOCH 13 - PROGRESS: at 16.24% examples, 207993 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:24,757 : INFO : EPOCH 13 - PROGRESS: at 16.35% examples, 207987 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:25,856 : INFO : EPOCH 13 - PROGRESS: at 16.48% examples, 207932 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:26,858 : INFO : EPOCH 13 - PROGRESS: at 16.59% examples, 207999 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:27,870 : INFO : EPOCH 13 - PROGRESS: at 16.69% examples, 207967 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:28,886 : INFO : EPOCH 13 - PROGRESS: at 16.80% examples, 208023 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:29,891 : INFO : EPOCH 13 - PROGRESS: at 16.91% examples, 207986 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:30,941 : INFO : EPOCH 13 - PROGRESS: at 17.02% examples, 207966 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:31,957 : INFO : EPOCH 13 - PROGRESS: at 17.14% examples, 207992 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:33,032 : INFO : EPOCH 13 - PROGRESS: at 17.25% examples, 207990 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:34,055 : INFO : EPOCH 13 - PROGRESS: at 17.37% examples, 208019 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:35,129 : INFO : EPOCH 13 - PROGRESS: at 17.48% examples, 207999 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:36,141 : INFO : EPOCH 13 - PROGRESS: at 17.59% examples, 208008 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:37,173 : INFO : EPOCH 13 - PROGRESS: at 17.72% examples, 208023 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:38,203 : INFO : EPOCH 13 - PROGRESS: at 17.82% examples, 208051 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:39,246 : INFO : EPOCH 13 - PROGRESS: at 17.93% examples, 208041 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:40,248 : INFO : EPOCH 13 - PROGRESS: at 18.05% examples, 208061 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:11:41,264 : INFO : EPOCH 13 - PROGRESS: at 18.17% examples, 208083 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:42,334 : INFO : EPOCH 13 - PROGRESS: at 18.30% examples, 208039 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:11:43,345 : INFO : EPOCH 13 - PROGRESS: at 18.40% examples, 208047 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:44,345 : INFO : EPOCH 13 - PROGRESS: at 18.51% examples, 208110 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:45,393 : INFO : EPOCH 13 - PROGRESS: at 18.60% examples, 208088 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:46,487 : INFO : EPOCH 13 - PROGRESS: at 18.72% examples, 208044 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:47,528 : INFO : EPOCH 13 - PROGRESS: at 18.82% examples, 208052 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:48,551 : INFO : EPOCH 13 - PROGRESS: at 18.95% examples, 208113 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:49,603 : INFO : EPOCH 13 - PROGRESS: at 19.05% examples, 208080 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:50,645 : INFO : EPOCH 13 - PROGRESS: at 19.16% examples, 208118 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:51,652 : INFO : EPOCH 13 - PROGRESS: at 19.25% examples, 208102 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:52,714 : INFO : EPOCH 13 - PROGRESS: at 19.36% examples, 208093 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:53,781 : INFO : EPOCH 13 - PROGRESS: at 19.48% examples, 208086 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:54,797 : INFO : EPOCH 13 - PROGRESS: at 19.59% examples, 208127 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:55,803 : INFO : EPOCH 13 - PROGRESS: at 19.72% examples, 208066 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:56,805 : INFO : EPOCH 13 - PROGRESS: at 19.83% examples, 208151 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:57,889 : INFO : EPOCH 13 - PROGRESS: at 19.97% examples, 208094 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:58,919 : INFO : EPOCH 13 - PROGRESS: at 20.10% examples, 208156 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:11:59,927 : INFO : EPOCH 13 - PROGRESS: at 20.22% examples, 208181 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:00,977 : INFO : EPOCH 13 - PROGRESS: at 20.33% examples, 208187 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:02,005 : INFO : EPOCH 13 - PROGRESS: at 20.45% examples, 208245 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:03,020 : INFO : EPOCH 13 - PROGRESS: at 20.56% examples, 208289 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:04,087 : INFO : EPOCH 13 - PROGRESS: at 20.68% examples, 208315 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:05,089 : INFO : EPOCH 13 - PROGRESS: at 20.78% examples, 208391 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:06,113 : INFO : EPOCH 13 - PROGRESS: at 20.87% examples, 208411 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:07,137 : INFO : EPOCH 13 - PROGRESS: at 20.99% examples, 208455 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:08,159 : INFO : EPOCH 13 - PROGRESS: at 21.12% examples, 208511 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:09,206 : INFO : EPOCH 13 - PROGRESS: at 21.23% examples, 208521 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:10,262 : INFO : EPOCH 13 - PROGRESS: at 21.35% examples, 208595 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:11,268 : INFO : EPOCH 13 - PROGRESS: at 21.46% examples, 208657 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:12,289 : INFO : EPOCH 13 - PROGRESS: at 21.58% examples, 208708 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:13,294 : INFO : EPOCH 13 - PROGRESS: at 21.71% examples, 208700 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:14,296 : INFO : EPOCH 13 - PROGRESS: at 21.82% examples, 208778 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:15,311 : INFO : EPOCH 13 - PROGRESS: at 21.94% examples, 208828 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:16,324 : INFO : EPOCH 13 - PROGRESS: at 22.06% examples, 208839 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:17,326 : INFO : EPOCH 13 - PROGRESS: at 22.18% examples, 208901 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:18,340 : INFO : EPOCH 13 - PROGRESS: at 22.29% examples, 208893 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:19,352 : INFO : EPOCH 13 - PROGRESS: at 22.39% examples, 208953 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:20,392 : INFO : EPOCH 13 - PROGRESS: at 22.51% examples, 208978 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:21,410 : INFO : EPOCH 13 - PROGRESS: at 22.63% examples, 209026 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:22,418 : INFO : EPOCH 13 - PROGRESS: at 22.75% examples, 209078 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:23,456 : INFO : EPOCH 13 - PROGRESS: at 22.86% examples, 209080 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:24,459 : INFO : EPOCH 13 - PROGRESS: at 22.98% examples, 209136 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:25,513 : INFO : EPOCH 13 - PROGRESS: at 23.10% examples, 209161 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:26,559 : INFO : EPOCH 13 - PROGRESS: at 23.22% examples, 209202 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:27,600 : INFO : EPOCH 13 - PROGRESS: at 23.35% examples, 209246 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:28,609 : INFO : EPOCH 13 - PROGRESS: at 23.47% examples, 209279 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:29,616 : INFO : EPOCH 13 - PROGRESS: at 23.60% examples, 209354 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:30,661 : INFO : EPOCH 13 - PROGRESS: at 23.70% examples, 209371 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:31,721 : INFO : EPOCH 13 - PROGRESS: at 23.82% examples, 209372 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:32,789 : INFO : EPOCH 13 - PROGRESS: at 23.95% examples, 209408 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:33,810 : INFO : EPOCH 13 - PROGRESS: at 24.11% examples, 209456 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:34,838 : INFO : EPOCH 13 - PROGRESS: at 24.23% examples, 209493 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:12:35,907 : INFO : EPOCH 13 - PROGRESS: at 24.36% examples, 209510 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:36,983 : INFO : EPOCH 13 - PROGRESS: at 24.50% examples, 209540 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:38,028 : INFO : EPOCH 13 - PROGRESS: at 24.63% examples, 209575 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:39,036 : INFO : EPOCH 13 - PROGRESS: at 24.75% examples, 209635 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:40,060 : INFO : EPOCH 13 - PROGRESS: at 24.87% examples, 209676 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:41,066 : INFO : EPOCH 13 - PROGRESS: at 24.98% examples, 209692 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:42,099 : INFO : EPOCH 13 - PROGRESS: at 25.09% examples, 209690 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:43,106 : INFO : EPOCH 13 - PROGRESS: at 25.20% examples, 209746 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:44,117 : INFO : EPOCH 13 - PROGRESS: at 25.32% examples, 209806 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:45,132 : INFO : EPOCH 13 - PROGRESS: at 25.41% examples, 209800 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:46,147 : INFO : EPOCH 13 - PROGRESS: at 25.53% examples, 209795 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:47,211 : INFO : EPOCH 13 - PROGRESS: at 25.64% examples, 209840 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:48,242 : INFO : EPOCH 13 - PROGRESS: at 25.77% examples, 209871 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:49,286 : INFO : EPOCH 13 - PROGRESS: at 25.89% examples, 209907 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:50,306 : INFO : EPOCH 13 - PROGRESS: at 26.00% examples, 209958 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:51,327 : INFO : EPOCH 13 - PROGRESS: at 26.12% examples, 209992 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:52,391 : INFO : EPOCH 13 - PROGRESS: at 26.24% examples, 209994 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:53,460 : INFO : EPOCH 13 - PROGRESS: at 26.38% examples, 210017 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:54,465 : INFO : EPOCH 13 - PROGRESS: at 26.50% examples, 210073 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:55,479 : INFO : EPOCH 13 - PROGRESS: at 26.63% examples, 210113 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:56,509 : INFO : EPOCH 13 - PROGRESS: at 26.72% examples, 210114 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:57,515 : INFO : EPOCH 13 - PROGRESS: at 26.84% examples, 210142 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:58,518 : INFO : EPOCH 13 - PROGRESS: at 26.97% examples, 210157 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:12:59,521 : INFO : EPOCH 13 - PROGRESS: at 27.09% examples, 210198 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:00,592 : INFO : EPOCH 13 - PROGRESS: at 27.20% examples, 210193 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:01,615 : INFO : EPOCH 13 - PROGRESS: at 27.32% examples, 210253 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:02,679 : INFO : EPOCH 13 - PROGRESS: at 27.44% examples, 210250 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:03,761 : INFO : EPOCH 13 - PROGRESS: at 27.55% examples, 210268 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:04,800 : INFO : EPOCH 13 - PROGRESS: at 27.67% examples, 210313 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:05,828 : INFO : EPOCH 13 - PROGRESS: at 27.79% examples, 210350 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:06,867 : INFO : EPOCH 13 - PROGRESS: at 27.90% examples, 210376 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:07,913 : INFO : EPOCH 13 - PROGRESS: at 28.04% examples, 210368 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:08,956 : INFO : EPOCH 13 - PROGRESS: at 28.17% examples, 210414 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:09,963 : INFO : EPOCH 13 - PROGRESS: at 28.29% examples, 210439 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:10,988 : INFO : EPOCH 13 - PROGRESS: at 28.42% examples, 210476 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:12,045 : INFO : EPOCH 13 - PROGRESS: at 28.53% examples, 210459 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:13,059 : INFO : EPOCH 13 - PROGRESS: at 28.63% examples, 210511 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:14,130 : INFO : EPOCH 13 - PROGRESS: at 28.75% examples, 210517 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:15,184 : INFO : EPOCH 13 - PROGRESS: at 28.88% examples, 210545 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:16,196 : INFO : EPOCH 13 - PROGRESS: at 29.01% examples, 210607 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:17,199 : INFO : EPOCH 13 - PROGRESS: at 29.12% examples, 210632 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:18,220 : INFO : EPOCH 13 - PROGRESS: at 29.23% examples, 210641 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:19,246 : INFO : EPOCH 13 - PROGRESS: at 29.36% examples, 210678 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:20,247 : INFO : EPOCH 13 - PROGRESS: at 29.47% examples, 210715 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:21,281 : INFO : EPOCH 13 - PROGRESS: at 29.56% examples, 210682 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:22,286 : INFO : EPOCH 13 - PROGRESS: at 29.66% examples, 210724 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:23,304 : INFO : EPOCH 13 - PROGRESS: at 29.78% examples, 210762 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:24,306 : INFO : EPOCH 13 - PROGRESS: at 29.90% examples, 210788 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:25,386 : INFO : EPOCH 13 - PROGRESS: at 30.01% examples, 210778 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:26,412 : INFO : EPOCH 13 - PROGRESS: at 30.13% examples, 210797 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:27,426 : INFO : EPOCH 13 - PROGRESS: at 30.23% examples, 210822 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:28,456 : INFO : EPOCH 13 - PROGRESS: at 30.36% examples, 210861 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:29,457 : INFO : EPOCH 13 - PROGRESS: at 30.47% examples, 210865 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:30,460 : INFO : EPOCH 13 - PROGRESS: at 30.59% examples, 210894 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:13:31,486 : INFO : EPOCH 13 - PROGRESS: at 30.70% examples, 210929 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:32,523 : INFO : EPOCH 13 - PROGRESS: at 30.82% examples, 210923 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:33,553 : INFO : EPOCH 13 - PROGRESS: at 30.94% examples, 210949 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:34,568 : INFO : EPOCH 13 - PROGRESS: at 31.07% examples, 210959 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:35,604 : INFO : EPOCH 13 - PROGRESS: at 31.19% examples, 210979 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:36,635 : INFO : EPOCH 13 - PROGRESS: at 31.31% examples, 211018 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:37,665 : INFO : EPOCH 13 - PROGRESS: at 31.43% examples, 211010 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:38,698 : INFO : EPOCH 13 - PROGRESS: at 31.56% examples, 211041 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:39,703 : INFO : EPOCH 13 - PROGRESS: at 31.69% examples, 211063 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:40,770 : INFO : EPOCH 13 - PROGRESS: at 31.81% examples, 211075 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:41,802 : INFO : EPOCH 13 - PROGRESS: at 31.91% examples, 211081 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:42,808 : INFO : EPOCH 13 - PROGRESS: at 32.03% examples, 211111 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:43,858 : INFO : EPOCH 13 - PROGRESS: at 32.16% examples, 211130 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:44,887 : INFO : EPOCH 13 - PROGRESS: at 32.29% examples, 211150 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:45,912 : INFO : EPOCH 13 - PROGRESS: at 32.39% examples, 211165 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:46,915 : INFO : EPOCH 13 - PROGRESS: at 32.50% examples, 211216 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:47,968 : INFO : EPOCH 13 - PROGRESS: at 32.61% examples, 211195 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:49,015 : INFO : EPOCH 13 - PROGRESS: at 32.75% examples, 211219 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:50,016 : INFO : EPOCH 13 - PROGRESS: at 32.87% examples, 211251 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:51,025 : INFO : EPOCH 13 - PROGRESS: at 32.98% examples, 211298 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:52,073 : INFO : EPOCH 13 - PROGRESS: at 33.09% examples, 211257 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:53,073 : INFO : EPOCH 13 - PROGRESS: at 33.21% examples, 211281 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:54,083 : INFO : EPOCH 13 - PROGRESS: at 33.32% examples, 211314 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:55,120 : INFO : EPOCH 13 - PROGRESS: at 33.45% examples, 211333 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:56,134 : INFO : EPOCH 13 - PROGRESS: at 33.56% examples, 211357 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:57,154 : INFO : EPOCH 13 - PROGRESS: at 33.69% examples, 211378 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:58,164 : INFO : EPOCH 13 - PROGRESS: at 33.81% examples, 211391 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:13:59,165 : INFO : EPOCH 13 - PROGRESS: at 33.92% examples, 211391 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:00,170 : INFO : EPOCH 13 - PROGRESS: at 34.04% examples, 211444 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:01,193 : INFO : EPOCH 13 - PROGRESS: at 34.15% examples, 211443 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:02,206 : INFO : EPOCH 13 - PROGRESS: at 34.26% examples, 211465 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:03,220 : INFO : EPOCH 13 - PROGRESS: at 34.39% examples, 211488 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:04,258 : INFO : EPOCH 13 - PROGRESS: at 34.50% examples, 211473 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:05,312 : INFO : EPOCH 13 - PROGRESS: at 34.62% examples, 211502 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:06,340 : INFO : EPOCH 13 - PROGRESS: at 34.74% examples, 211504 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:07,400 : INFO : EPOCH 13 - PROGRESS: at 34.85% examples, 211540 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:08,416 : INFO : EPOCH 13 - PROGRESS: at 34.97% examples, 211545 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:09,416 : INFO : EPOCH 13 - PROGRESS: at 35.07% examples, 211567 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:14:10,425 : INFO : EPOCH 13 - PROGRESS: at 35.18% examples, 211596 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:11,428 : INFO : EPOCH 13 - PROGRESS: at 35.31% examples, 211594 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:12,444 : INFO : EPOCH 13 - PROGRESS: at 35.42% examples, 211600 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:13,476 : INFO : EPOCH 13 - PROGRESS: at 35.53% examples, 211610 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:14,487 : INFO : EPOCH 13 - PROGRESS: at 35.66% examples, 211647 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:15,496 : INFO : EPOCH 13 - PROGRESS: at 35.78% examples, 211657 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:16,586 : INFO : EPOCH 13 - PROGRESS: at 35.90% examples, 211652 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:17,609 : INFO : EPOCH 13 - PROGRESS: at 36.03% examples, 211683 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:18,648 : INFO : EPOCH 13 - PROGRESS: at 36.14% examples, 211700 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:19,678 : INFO : EPOCH 13 - PROGRESS: at 36.26% examples, 211708 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:20,736 : INFO : EPOCH 13 - PROGRESS: at 36.37% examples, 211708 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:21,822 : INFO : EPOCH 13 - PROGRESS: at 36.49% examples, 211725 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:22,880 : INFO : EPOCH 13 - PROGRESS: at 36.61% examples, 211750 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:23,891 : INFO : EPOCH 13 - PROGRESS: at 36.73% examples, 211790 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:24,925 : INFO : EPOCH 13 - PROGRESS: at 36.83% examples, 211778 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:26,014 : INFO : EPOCH 13 - PROGRESS: at 36.94% examples, 211782 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:27,025 : INFO : EPOCH 13 - PROGRESS: at 37.06% examples, 211824 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:28,074 : INFO : EPOCH 13 - PROGRESS: at 37.18% examples, 211819 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:29,076 : INFO : EPOCH 13 - PROGRESS: at 37.29% examples, 211855 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:30,084 : INFO : EPOCH 13 - PROGRESS: at 37.42% examples, 211864 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:31,087 : INFO : EPOCH 13 - PROGRESS: at 37.55% examples, 211870 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:32,156 : INFO : EPOCH 13 - PROGRESS: at 37.67% examples, 211885 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:33,234 : INFO : EPOCH 13 - PROGRESS: at 37.79% examples, 211882 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:34,263 : INFO : EPOCH 13 - PROGRESS: at 37.92% examples, 211906 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:35,279 : INFO : EPOCH 13 - PROGRESS: at 38.04% examples, 211922 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:36,294 : INFO : EPOCH 13 - PROGRESS: at 38.15% examples, 211937 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:37,357 : INFO : EPOCH 13 - PROGRESS: at 38.28% examples, 211935 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:38,362 : INFO : EPOCH 13 - PROGRESS: at 38.40% examples, 211965 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:39,374 : INFO : EPOCH 13 - PROGRESS: at 38.53% examples, 211978 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:40,400 : INFO : EPOCH 13 - PROGRESS: at 38.65% examples, 211983 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:41,429 : INFO : EPOCH 13 - PROGRESS: at 38.78% examples, 212007 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:14:42,464 : INFO : EPOCH 13 - PROGRESS: at 38.92% examples, 212029 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:43,512 : INFO : EPOCH 13 - PROGRESS: at 39.05% examples, 212010 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:44,516 : INFO : EPOCH 13 - PROGRESS: at 39.16% examples, 212046 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:45,523 : INFO : EPOCH 13 - PROGRESS: at 39.28% examples, 212052 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:46,537 : INFO : EPOCH 13 - PROGRESS: at 39.40% examples, 212066 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:47,575 : INFO : EPOCH 13 - PROGRESS: at 39.50% examples, 212084 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:48,591 : INFO : EPOCH 13 - PROGRESS: at 39.61% examples, 212093 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:49,610 : INFO : EPOCH 13 - PROGRESS: at 39.72% examples, 212105 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:50,616 : INFO : EPOCH 13 - PROGRESS: at 39.84% examples, 212102 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:51,643 : INFO : EPOCH 13 - PROGRESS: at 39.96% examples, 212142 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:52,669 : INFO : EPOCH 13 - PROGRESS: at 40.07% examples, 212153 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:53,677 : INFO : EPOCH 13 - PROGRESS: at 40.20% examples, 212165 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:54,690 : INFO : EPOCH 13 - PROGRESS: at 40.33% examples, 212171 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:55,709 : INFO : EPOCH 13 - PROGRESS: at 40.42% examples, 212196 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:56,727 : INFO : EPOCH 13 - PROGRESS: at 40.54% examples, 212208 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:57,757 : INFO : EPOCH 13 - PROGRESS: at 40.66% examples, 212211 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:58,758 : INFO : EPOCH 13 - PROGRESS: at 40.76% examples, 212230 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:14:59,777 : INFO : EPOCH 13 - PROGRESS: at 40.90% examples, 212227 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:00,792 : INFO : EPOCH 13 - PROGRESS: at 41.00% examples, 212229 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:01,850 : INFO : EPOCH 13 - PROGRESS: at 41.13% examples, 212248 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:02,897 : INFO : EPOCH 13 - PROGRESS: at 41.25% examples, 212250 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:15:03,933 : INFO : EPOCH 13 - PROGRESS: at 41.37% examples, 212234 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:04,937 : INFO : EPOCH 13 - PROGRESS: at 41.47% examples, 212270 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:05,938 : INFO : EPOCH 13 - PROGRESS: at 41.58% examples, 212267 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:06,964 : INFO : EPOCH 13 - PROGRESS: at 41.71% examples, 212270 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:07,994 : INFO : EPOCH 13 - PROGRESS: at 41.84% examples, 212287 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:09,038 : INFO : EPOCH 13 - PROGRESS: at 41.97% examples, 212279 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:10,062 : INFO : EPOCH 13 - PROGRESS: at 42.09% examples, 212280 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:11,142 : INFO : EPOCH 13 - PROGRESS: at 42.20% examples, 212259 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:15:12,150 : INFO : EPOCH 13 - PROGRESS: at 42.31% examples, 212272 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:13,150 : INFO : EPOCH 13 - PROGRESS: at 42.42% examples, 212227 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:14,181 : INFO : EPOCH 13 - PROGRESS: at 42.52% examples, 212132 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:15,182 : INFO : EPOCH 13 - PROGRESS: at 42.62% examples, 212107 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:16,279 : INFO : EPOCH 13 - PROGRESS: at 42.75% examples, 212086 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:17,304 : INFO : EPOCH 13 - PROGRESS: at 42.88% examples, 212112 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:18,309 : INFO : EPOCH 13 - PROGRESS: at 42.98% examples, 212133 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:19,380 : INFO : EPOCH 13 - PROGRESS: at 43.10% examples, 212121 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:20,443 : INFO : EPOCH 13 - PROGRESS: at 43.22% examples, 212140 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:21,468 : INFO : EPOCH 13 - PROGRESS: at 43.33% examples, 212161 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:22,527 : INFO : EPOCH 13 - PROGRESS: at 43.44% examples, 212166 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:23,546 : INFO : EPOCH 13 - PROGRESS: at 43.56% examples, 212167 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:24,593 : INFO : EPOCH 13 - PROGRESS: at 43.69% examples, 212201 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:25,606 : INFO : EPOCH 13 - PROGRESS: at 43.80% examples, 212199 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:26,634 : INFO : EPOCH 13 - PROGRESS: at 43.94% examples, 212232 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:27,667 : INFO : EPOCH 13 - PROGRESS: at 44.06% examples, 212230 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:28,671 : INFO : EPOCH 13 - PROGRESS: at 44.17% examples, 212240 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:29,672 : INFO : EPOCH 13 - PROGRESS: at 44.29% examples, 212260 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:30,674 : INFO : EPOCH 13 - PROGRESS: at 44.42% examples, 212268 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:15:31,679 : INFO : EPOCH 13 - PROGRESS: at 44.52% examples, 212288 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:32,691 : INFO : EPOCH 13 - PROGRESS: at 44.63% examples, 212279 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:33,700 : INFO : EPOCH 13 - PROGRESS: at 44.74% examples, 212294 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:34,734 : INFO : EPOCH 13 - PROGRESS: at 44.85% examples, 212305 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:35,742 : INFO : EPOCH 13 - PROGRESS: at 44.96% examples, 212323 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:36,793 : INFO : EPOCH 13 - PROGRESS: at 45.08% examples, 212318 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:37,888 : INFO : EPOCH 13 - PROGRESS: at 45.23% examples, 212320 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:38,909 : INFO : EPOCH 13 - PROGRESS: at 45.35% examples, 212352 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:39,909 : INFO : EPOCH 13 - PROGRESS: at 45.48% examples, 212378 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:40,912 : INFO : EPOCH 13 - PROGRESS: at 45.59% examples, 212372 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:41,960 : INFO : EPOCH 13 - PROGRESS: at 45.72% examples, 212372 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:42,986 : INFO : EPOCH 13 - PROGRESS: at 45.83% examples, 212378 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:43,986 : INFO : EPOCH 13 - PROGRESS: at 45.93% examples, 212397 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:44,994 : INFO : EPOCH 13 - PROGRESS: at 46.05% examples, 212398 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:46,012 : INFO : EPOCH 13 - PROGRESS: at 46.16% examples, 212406 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:47,058 : INFO : EPOCH 13 - PROGRESS: at 46.28% examples, 212415 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:48,122 : INFO : EPOCH 13 - PROGRESS: at 46.41% examples, 212423 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:49,184 : INFO : EPOCH 13 - PROGRESS: at 46.54% examples, 212428 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:50,227 : INFO : EPOCH 13 - PROGRESS: at 46.65% examples, 212451 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:51,252 : INFO : EPOCH 13 - PROGRESS: at 46.78% examples, 212454 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:52,255 : INFO : EPOCH 13 - PROGRESS: at 46.87% examples, 212466 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:53,289 : INFO : EPOCH 13 - PROGRESS: at 47.01% examples, 212477 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:54,318 : INFO : EPOCH 13 - PROGRESS: at 47.14% examples, 212483 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:55,342 : INFO : EPOCH 13 - PROGRESS: at 47.25% examples, 212482 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:56,363 : INFO : EPOCH 13 - PROGRESS: at 47.37% examples, 212503 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:57,385 : INFO : EPOCH 13 - PROGRESS: at 47.47% examples, 212516 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:58,426 : INFO : EPOCH 13 - PROGRESS: at 47.59% examples, 212523 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:15:59,463 : INFO : EPOCH 13 - PROGRESS: at 47.71% examples, 212513 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:00,484 : INFO : EPOCH 13 - PROGRESS: at 47.83% examples, 212546 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:01,503 : INFO : EPOCH 13 - PROGRESS: at 47.94% examples, 212544 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:02,518 : INFO : EPOCH 13 - PROGRESS: at 48.08% examples, 212552 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:03,522 : INFO : EPOCH 13 - PROGRESS: at 48.20% examples, 212573 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:04,548 : INFO : EPOCH 13 - PROGRESS: at 48.32% examples, 212569 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:05,560 : INFO : EPOCH 13 - PROGRESS: at 48.43% examples, 212590 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:06,592 : INFO : EPOCH 13 - PROGRESS: at 48.55% examples, 212596 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:07,620 : INFO : EPOCH 13 - PROGRESS: at 48.66% examples, 212605 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:08,674 : INFO : EPOCH 13 - PROGRESS: at 48.78% examples, 212608 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:09,710 : INFO : EPOCH 13 - PROGRESS: at 48.89% examples, 212621 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:10,744 : INFO : EPOCH 13 - PROGRESS: at 49.00% examples, 212643 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:11,797 : INFO : EPOCH 13 - PROGRESS: at 49.11% examples, 212648 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:12,810 : INFO : EPOCH 13 - PROGRESS: at 49.22% examples, 212638 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:13,863 : INFO : EPOCH 13 - PROGRESS: at 49.34% examples, 212643 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:14,915 : INFO : EPOCH 13 - PROGRESS: at 49.48% examples, 212657 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:15,930 : INFO : EPOCH 13 - PROGRESS: at 49.58% examples, 212668 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:16,959 : INFO : EPOCH 13 - PROGRESS: at 49.70% examples, 212690 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:18,011 : INFO : EPOCH 13 - PROGRESS: at 49.81% examples, 212686 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:19,054 : INFO : EPOCH 13 - PROGRESS: at 49.94% examples, 212699 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:20,069 : INFO : EPOCH 13 - PROGRESS: at 50.05% examples, 212702 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:21,071 : INFO : EPOCH 13 - PROGRESS: at 50.16% examples, 212734 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:22,108 : INFO : EPOCH 13 - PROGRESS: at 50.29% examples, 212729 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:23,139 : INFO : EPOCH 13 - PROGRESS: at 50.40% examples, 212731 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:24,140 : INFO : EPOCH 13 - PROGRESS: at 50.51% examples, 212751 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:25,168 : INFO : EPOCH 13 - PROGRESS: at 50.62% examples, 212758 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:26,198 : INFO : EPOCH 13 - PROGRESS: at 50.72% examples, 212753 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:27,229 : INFO : EPOCH 13 - PROGRESS: at 50.84% examples, 212760 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:28,268 : INFO : EPOCH 13 - PROGRESS: at 50.95% examples, 212778 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:29,281 : INFO : EPOCH 13 - PROGRESS: at 51.07% examples, 212781 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:30,300 : INFO : EPOCH 13 - PROGRESS: at 51.19% examples, 212792 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:31,352 : INFO : EPOCH 13 - PROGRESS: at 51.29% examples, 212801 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:32,385 : INFO : EPOCH 13 - PROGRESS: at 51.41% examples, 212821 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:33,413 : INFO : EPOCH 13 - PROGRESS: at 51.52% examples, 212815 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:34,426 : INFO : EPOCH 13 - PROGRESS: at 51.64% examples, 212833 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:35,487 : INFO : EPOCH 13 - PROGRESS: at 51.75% examples, 212829 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:36,491 : INFO : EPOCH 13 - PROGRESS: at 51.85% examples, 212850 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:37,527 : INFO : EPOCH 13 - PROGRESS: at 51.97% examples, 212838 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:38,541 : INFO : EPOCH 13 - PROGRESS: at 52.10% examples, 212859 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:39,597 : INFO : EPOCH 13 - PROGRESS: at 52.21% examples, 212856 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:40,617 : INFO : EPOCH 13 - PROGRESS: at 52.35% examples, 212872 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:41,625 : INFO : EPOCH 13 - PROGRESS: at 52.47% examples, 212876 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:42,641 : INFO : EPOCH 13 - PROGRESS: at 52.60% examples, 212875 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:43,676 : INFO : EPOCH 13 - PROGRESS: at 52.74% examples, 212892 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:44,678 : INFO : EPOCH 13 - PROGRESS: at 52.85% examples, 212908 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:45,708 : INFO : EPOCH 13 - PROGRESS: at 52.97% examples, 212900 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:46,710 : INFO : EPOCH 13 - PROGRESS: at 53.08% examples, 212919 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:47,718 : INFO : EPOCH 13 - PROGRESS: at 53.20% examples, 212922 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:48,740 : INFO : EPOCH 13 - PROGRESS: at 53.31% examples, 212935 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:49,784 : INFO : EPOCH 13 - PROGRESS: at 53.43% examples, 212944 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:50,795 : INFO : EPOCH 13 - PROGRESS: at 53.57% examples, 212951 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:51,806 : INFO : EPOCH 13 - PROGRESS: at 53.70% examples, 212977 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:52,854 : INFO : EPOCH 13 - PROGRESS: at 53.81% examples, 212965 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:53,917 : INFO : EPOCH 13 - PROGRESS: at 53.94% examples, 212975 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:54,935 : INFO : EPOCH 13 - PROGRESS: at 54.05% examples, 212994 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:55,935 : INFO : EPOCH 13 - PROGRESS: at 54.16% examples, 212997 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:56,970 : INFO : EPOCH 13 - PROGRESS: at 54.29% examples, 213011 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:58,027 : INFO : EPOCH 13 - PROGRESS: at 54.41% examples, 212999 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:16:59,075 : INFO : EPOCH 13 - PROGRESS: at 54.52% examples, 213014 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:00,132 : INFO : EPOCH 13 - PROGRESS: at 54.66% examples, 213024 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:01,141 : INFO : EPOCH 13 - PROGRESS: at 54.78% examples, 213047 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:02,158 : INFO : EPOCH 13 - PROGRESS: at 54.88% examples, 213058 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:03,167 : INFO : EPOCH 13 - PROGRESS: at 54.99% examples, 213048 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:04,189 : INFO : EPOCH 13 - PROGRESS: at 55.10% examples, 213045 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:05,246 : INFO : EPOCH 13 - PROGRESS: at 55.22% examples, 213060 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:06,247 : INFO : EPOCH 13 - PROGRESS: at 55.33% examples, 213078 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:07,279 : INFO : EPOCH 13 - PROGRESS: at 55.44% examples, 213066 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:08,279 : INFO : EPOCH 13 - PROGRESS: at 55.56% examples, 213098 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:09,306 : INFO : EPOCH 13 - PROGRESS: at 55.67% examples, 213087 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:10,331 : INFO : EPOCH 13 - PROGRESS: at 55.78% examples, 213087 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:11,382 : INFO : EPOCH 13 - PROGRESS: at 55.90% examples, 213093 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:12,397 : INFO : EPOCH 13 - PROGRESS: at 56.04% examples, 213119 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:13,417 : INFO : EPOCH 13 - PROGRESS: at 56.15% examples, 213128 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:14,451 : INFO : EPOCH 13 - PROGRESS: at 56.27% examples, 213118 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:15,469 : INFO : EPOCH 13 - PROGRESS: at 56.39% examples, 213132 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:16,471 : INFO : EPOCH 13 - PROGRESS: at 56.51% examples, 213137 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:17,498 : INFO : EPOCH 13 - PROGRESS: at 56.61% examples, 213139 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:18,516 : INFO : EPOCH 13 - PROGRESS: at 56.73% examples, 213136 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:19,535 : INFO : EPOCH 13 - PROGRESS: at 56.85% examples, 213154 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:20,568 : INFO : EPOCH 13 - PROGRESS: at 56.97% examples, 213153 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:21,603 : INFO : EPOCH 13 - PROGRESS: at 57.12% examples, 213161 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:22,609 : INFO : EPOCH 13 - PROGRESS: at 57.22% examples, 213162 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:23,627 : INFO : EPOCH 13 - PROGRESS: at 57.34% examples, 213170 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:24,638 : INFO : EPOCH 13 - PROGRESS: at 57.44% examples, 213183 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:25,661 : INFO : EPOCH 13 - PROGRESS: at 57.54% examples, 213176 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:26,685 : INFO : EPOCH 13 - PROGRESS: at 57.67% examples, 213191 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:27,709 : INFO : EPOCH 13 - PROGRESS: at 57.78% examples, 213189 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:28,737 : INFO : EPOCH 13 - PROGRESS: at 57.89% examples, 213190 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:29,743 : INFO : EPOCH 13 - PROGRESS: at 57.99% examples, 213201 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:30,809 : INFO : EPOCH 13 - PROGRESS: at 58.12% examples, 213206 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:31,829 : INFO : EPOCH 13 - PROGRESS: at 58.24% examples, 213218 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:32,868 : INFO : EPOCH 13 - PROGRESS: at 58.37% examples, 213225 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:33,869 : INFO : EPOCH 13 - PROGRESS: at 58.51% examples, 213247 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:34,904 : INFO : EPOCH 13 - PROGRESS: at 58.63% examples, 213218 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:35,923 : INFO : EPOCH 13 - PROGRESS: at 58.73% examples, 213235 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:36,951 : INFO : EPOCH 13 - PROGRESS: at 58.85% examples, 213250 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:37,953 : INFO : EPOCH 13 - PROGRESS: at 58.96% examples, 213252 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:38,975 : INFO : EPOCH 13 - PROGRESS: at 59.08% examples, 213258 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:39,987 : INFO : EPOCH 13 - PROGRESS: at 59.18% examples, 213257 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:41,009 : INFO : EPOCH 13 - PROGRESS: at 59.31% examples, 213262 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:17:42,060 : INFO : EPOCH 13 - PROGRESS: at 59.43% examples, 213267 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:43,088 : INFO : EPOCH 13 - PROGRESS: at 59.56% examples, 213287 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:44,118 : INFO : EPOCH 13 - PROGRESS: at 59.68% examples, 213293 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:17:45,150 : INFO : EPOCH 13 - PROGRESS: at 59.80% examples, 213290 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:46,175 : INFO : EPOCH 13 - PROGRESS: at 59.91% examples, 213293 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:47,190 : INFO : EPOCH 13 - PROGRESS: at 60.03% examples, 213316 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:48,222 : INFO : EPOCH 13 - PROGRESS: at 60.15% examples, 213308 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:49,233 : INFO : EPOCH 13 - PROGRESS: at 60.27% examples, 213331 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:50,343 : INFO : EPOCH 13 - PROGRESS: at 60.39% examples, 213315 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:51,362 : INFO : EPOCH 13 - PROGRESS: at 60.51% examples, 213330 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:52,394 : INFO : EPOCH 13 - PROGRESS: at 60.65% examples, 213335 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:53,460 : INFO : EPOCH 13 - PROGRESS: at 60.78% examples, 213342 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:54,462 : INFO : EPOCH 13 - PROGRESS: at 60.92% examples, 213357 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:55,502 : INFO : EPOCH 13 - PROGRESS: at 61.04% examples, 213362 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:56,507 : INFO : EPOCH 13 - PROGRESS: at 61.16% examples, 213349 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:57,511 : INFO : EPOCH 13 - PROGRESS: at 61.27% examples, 213371 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:58,525 : INFO : EPOCH 13 - PROGRESS: at 61.38% examples, 213369 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:17:59,545 : INFO : EPOCH 13 - PROGRESS: at 61.50% examples, 213376 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:00,562 : INFO : EPOCH 13 - PROGRESS: at 61.62% examples, 213387 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:01,590 : INFO : EPOCH 13 - PROGRESS: at 61.75% examples, 213371 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:02,622 : INFO : EPOCH 13 - PROGRESS: at 61.90% examples, 213389 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:03,702 : INFO : EPOCH 13 - PROGRESS: at 62.02% examples, 213387 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:04,706 : INFO : EPOCH 13 - PROGRESS: at 62.15% examples, 213387 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:05,733 : INFO : EPOCH 13 - PROGRESS: at 62.27% examples, 213403 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:06,763 : INFO : EPOCH 13 - PROGRESS: at 62.39% examples, 213413 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:07,765 : INFO : EPOCH 13 - PROGRESS: at 62.50% examples, 213414 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:08,779 : INFO : EPOCH 13 - PROGRESS: at 62.63% examples, 213420 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:09,828 : INFO : EPOCH 13 - PROGRESS: at 62.77% examples, 213410 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:10,865 : INFO : EPOCH 13 - PROGRESS: at 62.90% examples, 213424 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:11,874 : INFO : EPOCH 13 - PROGRESS: at 63.03% examples, 213449 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:12,891 : INFO : EPOCH 13 - PROGRESS: at 63.14% examples, 213436 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:13,928 : INFO : EPOCH 13 - PROGRESS: at 63.25% examples, 213443 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:14,940 : INFO : EPOCH 13 - PROGRESS: at 63.36% examples, 213459 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:15,988 : INFO : EPOCH 13 - PROGRESS: at 63.48% examples, 213455 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:17,040 : INFO : EPOCH 13 - PROGRESS: at 63.59% examples, 213457 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:18,051 : INFO : EPOCH 13 - PROGRESS: at 63.70% examples, 213473 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:19,067 : INFO : EPOCH 13 - PROGRESS: at 63.82% examples, 213478 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:20,068 : INFO : EPOCH 13 - PROGRESS: at 63.93% examples, 213477 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:21,091 : INFO : EPOCH 13 - PROGRESS: at 64.04% examples, 213489 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:22,109 : INFO : EPOCH 13 - PROGRESS: at 64.16% examples, 213487 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:23,128 : INFO : EPOCH 13 - PROGRESS: at 64.25% examples, 213495 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:24,147 : INFO : EPOCH 13 - PROGRESS: at 64.37% examples, 213492 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:25,162 : INFO : EPOCH 13 - PROGRESS: at 64.50% examples, 213518 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:26,205 : INFO : EPOCH 13 - PROGRESS: at 64.59% examples, 213511 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:27,215 : INFO : EPOCH 13 - PROGRESS: at 64.72% examples, 213522 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:28,218 : INFO : EPOCH 13 - PROGRESS: at 64.84% examples, 213526 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:29,241 : INFO : EPOCH 13 - PROGRESS: at 64.96% examples, 213524 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:30,315 : INFO : EPOCH 13 - PROGRESS: at 65.08% examples, 213520 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:31,343 : INFO : EPOCH 13 - PROGRESS: at 65.22% examples, 213538 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:32,373 : INFO : EPOCH 13 - PROGRESS: at 65.34% examples, 213544 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:33,404 : INFO : EPOCH 13 - PROGRESS: at 65.47% examples, 213545 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:34,470 : INFO : EPOCH 13 - PROGRESS: at 65.58% examples, 213542 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:35,479 : INFO : EPOCH 13 - PROGRESS: at 65.70% examples, 213565 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:36,483 : INFO : EPOCH 13 - PROGRESS: at 65.83% examples, 213572 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:37,499 : INFO : EPOCH 13 - PROGRESS: at 65.94% examples, 213571 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:38,505 : INFO : EPOCH 13 - PROGRESS: at 66.05% examples, 213574 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:39,526 : INFO : EPOCH 13 - PROGRESS: at 66.17% examples, 213583 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:40,542 : INFO : EPOCH 13 - PROGRESS: at 66.28% examples, 213581 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:18:41,618 : INFO : EPOCH 13 - PROGRESS: at 66.43% examples, 213583 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:42,649 : INFO : EPOCH 13 - PROGRESS: at 66.54% examples, 213593 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:43,719 : INFO : EPOCH 13 - PROGRESS: at 66.65% examples, 213598 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:44,745 : INFO : EPOCH 13 - PROGRESS: at 66.77% examples, 213606 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:45,800 : INFO : EPOCH 13 - PROGRESS: at 66.91% examples, 213609 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:46,810 : INFO : EPOCH 13 - PROGRESS: at 67.03% examples, 213621 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:47,827 : INFO : EPOCH 13 - PROGRESS: at 67.14% examples, 213626 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:48,876 : INFO : EPOCH 13 - PROGRESS: at 67.27% examples, 213620 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:49,903 : INFO : EPOCH 13 - PROGRESS: at 67.40% examples, 213634 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:50,914 : INFO : EPOCH 13 - PROGRESS: at 67.52% examples, 213637 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:51,928 : INFO : EPOCH 13 - PROGRESS: at 67.63% examples, 213637 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:52,996 : INFO : EPOCH 13 - PROGRESS: at 67.76% examples, 213645 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:54,032 : INFO : EPOCH 13 - PROGRESS: at 67.86% examples, 213653 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:55,076 : INFO : EPOCH 13 - PROGRESS: at 67.99% examples, 213661 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:56,106 : INFO : EPOCH 13 - PROGRESS: at 68.11% examples, 213661 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:57,125 : INFO : EPOCH 13 - PROGRESS: at 68.25% examples, 213674 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:58,164 : INFO : EPOCH 13 - PROGRESS: at 68.37% examples, 213671 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:18:59,170 : INFO : EPOCH 13 - PROGRESS: at 68.48% examples, 213679 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:00,177 : INFO : EPOCH 13 - PROGRESS: at 68.59% examples, 213691 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:01,204 : INFO : EPOCH 13 - PROGRESS: at 68.72% examples, 213689 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:02,257 : INFO : EPOCH 13 - PROGRESS: at 68.85% examples, 213692 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:03,298 : INFO : EPOCH 13 - PROGRESS: at 68.94% examples, 213691 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:04,356 : INFO : EPOCH 13 - PROGRESS: at 69.05% examples, 213701 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:05,392 : INFO : EPOCH 13 - PROGRESS: at 69.17% examples, 213698 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:06,434 : INFO : EPOCH 13 - PROGRESS: at 69.28% examples, 213707 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:07,469 : INFO : EPOCH 13 - PROGRESS: at 69.41% examples, 213706 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:08,478 : INFO : EPOCH 13 - PROGRESS: at 69.55% examples, 213727 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:09,525 : INFO : EPOCH 13 - PROGRESS: at 69.66% examples, 213722 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:10,559 : INFO : EPOCH 13 - PROGRESS: at 69.79% examples, 213732 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:11,623 : INFO : EPOCH 13 - PROGRESS: at 69.90% examples, 213731 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:12,689 : INFO : EPOCH 13 - PROGRESS: at 70.03% examples, 213737 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:13,712 : INFO : EPOCH 13 - PROGRESS: at 70.15% examples, 213744 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:14,760 : INFO : EPOCH 13 - PROGRESS: at 70.27% examples, 213744 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:15,785 : INFO : EPOCH 13 - PROGRESS: at 70.38% examples, 213755 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:16,788 : INFO : EPOCH 13 - PROGRESS: at 70.51% examples, 213758 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:17,821 : INFO : EPOCH 13 - PROGRESS: at 70.64% examples, 213766 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:18,881 : INFO : EPOCH 13 - PROGRESS: at 70.76% examples, 213764 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:19,906 : INFO : EPOCH 13 - PROGRESS: at 70.88% examples, 213772 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:20,918 : INFO : EPOCH 13 - PROGRESS: at 71.00% examples, 213787 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:21,984 : INFO : EPOCH 13 - PROGRESS: at 71.12% examples, 213771 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:23,046 : INFO : EPOCH 13 - PROGRESS: at 71.24% examples, 213774 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:24,064 : INFO : EPOCH 13 - PROGRESS: at 71.35% examples, 213802 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:25,083 : INFO : EPOCH 13 - PROGRESS: at 71.46% examples, 213794 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:26,116 : INFO : EPOCH 13 - PROGRESS: at 71.58% examples, 213785 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:27,135 : INFO : EPOCH 13 - PROGRESS: at 71.71% examples, 213810 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:28,159 : INFO : EPOCH 13 - PROGRESS: at 71.82% examples, 213807 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:29,221 : INFO : EPOCH 13 - PROGRESS: at 71.95% examples, 213807 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:30,221 : INFO : EPOCH 13 - PROGRESS: at 72.08% examples, 213820 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:31,238 : INFO : EPOCH 13 - PROGRESS: at 72.18% examples, 213820 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:32,250 : INFO : EPOCH 13 - PROGRESS: at 72.32% examples, 213824 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:33,250 : INFO : EPOCH 13 - PROGRESS: at 72.43% examples, 213820 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:34,294 : INFO : EPOCH 13 - PROGRESS: at 72.53% examples, 213823 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:35,301 : INFO : EPOCH 13 - PROGRESS: at 72.65% examples, 213836 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:36,338 : INFO : EPOCH 13 - PROGRESS: at 72.78% examples, 213824 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:37,341 : INFO : EPOCH 13 - PROGRESS: at 72.90% examples, 213830 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:38,373 : INFO : EPOCH 13 - PROGRESS: at 73.03% examples, 213824 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:39,384 : INFO : EPOCH 13 - PROGRESS: at 73.16% examples, 213828 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:40,400 : INFO : EPOCH 13 - PROGRESS: at 73.27% examples, 213829 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:41,409 : INFO : EPOCH 13 - PROGRESS: at 73.40% examples, 213831 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:42,425 : INFO : EPOCH 13 - PROGRESS: at 73.53% examples, 213832 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:43,464 : INFO : EPOCH 13 - PROGRESS: at 73.65% examples, 213827 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:44,491 : INFO : EPOCH 13 - PROGRESS: at 73.74% examples, 213797 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:19:45,498 : INFO : EPOCH 13 - PROGRESS: at 73.84% examples, 213761 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:46,527 : INFO : EPOCH 13 - PROGRESS: at 73.93% examples, 213708 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:47,584 : INFO : EPOCH 13 - PROGRESS: at 74.06% examples, 213715 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:48,600 : INFO : EPOCH 13 - PROGRESS: at 74.17% examples, 213713 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:49,605 : INFO : EPOCH 13 - PROGRESS: at 74.28% examples, 213716 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:50,609 : INFO : EPOCH 13 - PROGRESS: at 74.41% examples, 213724 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:51,615 : INFO : EPOCH 13 - PROGRESS: at 74.53% examples, 213738 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:52,696 : INFO : EPOCH 13 - PROGRESS: at 74.65% examples, 213728 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:53,704 : INFO : EPOCH 13 - PROGRESS: at 74.77% examples, 213739 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:54,749 : INFO : EPOCH 13 - PROGRESS: at 74.90% examples, 213739 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:55,789 : INFO : EPOCH 13 - PROGRESS: at 75.02% examples, 213746 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:56,833 : INFO : EPOCH 13 - PROGRESS: at 75.14% examples, 213746 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:57,835 : INFO : EPOCH 13 - PROGRESS: at 75.25% examples, 213760 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:58,869 : INFO : EPOCH 13 - PROGRESS: at 75.36% examples, 213759 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:19:59,906 : INFO : EPOCH 13 - PROGRESS: at 75.50% examples, 213761 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:00,925 : INFO : EPOCH 13 - PROGRESS: at 75.61% examples, 213773 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:01,930 : INFO : EPOCH 13 - PROGRESS: at 75.74% examples, 213764 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:02,944 : INFO : EPOCH 13 - PROGRESS: at 75.85% examples, 213768 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:03,974 : INFO : EPOCH 13 - PROGRESS: at 75.97% examples, 213772 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:20:04,976 : INFO : EPOCH 13 - PROGRESS: at 76.10% examples, 213779 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:05,978 : INFO : EPOCH 13 - PROGRESS: at 76.20% examples, 213790 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:07,012 : INFO : EPOCH 13 - PROGRESS: at 76.33% examples, 213786 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:08,063 : INFO : EPOCH 13 - PROGRESS: at 76.47% examples, 213788 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:09,074 : INFO : EPOCH 13 - PROGRESS: at 76.57% examples, 213802 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:10,099 : INFO : EPOCH 13 - PROGRESS: at 76.69% examples, 213797 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:11,148 : INFO : EPOCH 13 - PROGRESS: at 76.82% examples, 213802 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:12,163 : INFO : EPOCH 13 - PROGRESS: at 76.94% examples, 213815 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:13,213 : INFO : EPOCH 13 - PROGRESS: at 77.04% examples, 213805 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:14,263 : INFO : EPOCH 13 - PROGRESS: at 77.17% examples, 213805 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:15,285 : INFO : EPOCH 13 - PROGRESS: at 77.28% examples, 213822 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:16,288 : INFO : EPOCH 13 - PROGRESS: at 77.38% examples, 213820 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:17,341 : INFO : EPOCH 13 - PROGRESS: at 77.51% examples, 213834 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:18,406 : INFO : EPOCH 13 - PROGRESS: at 77.62% examples, 213835 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:19,415 : INFO : EPOCH 13 - PROGRESS: at 77.73% examples, 213836 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:20,425 : INFO : EPOCH 13 - PROGRESS: at 77.85% examples, 213852 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:21,428 : INFO : EPOCH 13 - PROGRESS: at 77.98% examples, 213860 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:22,446 : INFO : EPOCH 13 - PROGRESS: at 78.10% examples, 213860 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:23,485 : INFO : EPOCH 13 - PROGRESS: at 78.22% examples, 213846 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:24,507 : INFO : EPOCH 13 - PROGRESS: at 78.34% examples, 213853 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:25,553 : INFO : EPOCH 13 - PROGRESS: at 78.47% examples, 213856 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:26,584 : INFO : EPOCH 13 - PROGRESS: at 78.60% examples, 213865 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:27,584 : INFO : EPOCH 13 - PROGRESS: at 78.72% examples, 213874 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:28,586 : INFO : EPOCH 13 - PROGRESS: at 78.84% examples, 213873 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:29,629 : INFO : EPOCH 13 - PROGRESS: at 78.97% examples, 213872 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:30,644 : INFO : EPOCH 13 - PROGRESS: at 79.10% examples, 213875 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:31,682 : INFO : EPOCH 13 - PROGRESS: at 79.23% examples, 213877 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:32,683 : INFO : EPOCH 13 - PROGRESS: at 79.34% examples, 213889 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:33,687 : INFO : EPOCH 13 - PROGRESS: at 79.46% examples, 213897 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:34,711 : INFO : EPOCH 13 - PROGRESS: at 79.58% examples, 213896 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:35,721 : INFO : EPOCH 13 - PROGRESS: at 79.70% examples, 213897 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:36,724 : INFO : EPOCH 13 - PROGRESS: at 79.81% examples, 213914 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:37,781 : INFO : EPOCH 13 - PROGRESS: at 79.94% examples, 213909 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:38,788 : INFO : EPOCH 13 - PROGRESS: at 80.06% examples, 213910 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:39,826 : INFO : EPOCH 13 - PROGRESS: at 80.17% examples, 213914 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:40,863 : INFO : EPOCH 13 - PROGRESS: at 80.28% examples, 213916 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:41,873 : INFO : EPOCH 13 - PROGRESS: at 80.39% examples, 213915 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:20:42,945 : INFO : EPOCH 13 - PROGRESS: at 80.50% examples, 213920 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:43,985 : INFO : EPOCH 13 - PROGRESS: at 80.64% examples, 213923 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:44,991 : INFO : EPOCH 13 - PROGRESS: at 80.75% examples, 213933 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:46,033 : INFO : EPOCH 13 - PROGRESS: at 80.87% examples, 213936 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:47,064 : INFO : EPOCH 13 - PROGRESS: at 81.00% examples, 213942 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:48,072 : INFO : EPOCH 13 - PROGRESS: at 81.10% examples, 213947 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:49,135 : INFO : EPOCH 13 - PROGRESS: at 81.22% examples, 213936 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:50,151 : INFO : EPOCH 13 - PROGRESS: at 81.35% examples, 213942 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:51,173 : INFO : EPOCH 13 - PROGRESS: at 81.48% examples, 213956 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:52,198 : INFO : EPOCH 13 - PROGRESS: at 81.59% examples, 213958 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:53,209 : INFO : EPOCH 13 - PROGRESS: at 81.69% examples, 213956 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:54,262 : INFO : EPOCH 13 - PROGRESS: at 81.80% examples, 213958 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:55,296 : INFO : EPOCH 13 - PROGRESS: at 81.92% examples, 213962 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:56,305 : INFO : EPOCH 13 - PROGRESS: at 82.06% examples, 213971 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:57,312 : INFO : EPOCH 13 - PROGRESS: at 82.19% examples, 213976 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:58,367 : INFO : EPOCH 13 - PROGRESS: at 82.31% examples, 213971 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:20:59,409 : INFO : EPOCH 13 - PROGRESS: at 82.43% examples, 213972 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:00,429 : INFO : EPOCH 13 - PROGRESS: at 82.55% examples, 213980 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:01,438 : INFO : EPOCH 13 - PROGRESS: at 82.69% examples, 213992 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:02,443 : INFO : EPOCH 13 - PROGRESS: at 82.81% examples, 213995 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:03,481 : INFO : EPOCH 13 - PROGRESS: at 82.93% examples, 213996 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:04,484 : INFO : EPOCH 13 - PROGRESS: at 83.03% examples, 214000 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:05,494 : INFO : EPOCH 13 - PROGRESS: at 83.14% examples, 213989 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:21:06,496 : INFO : EPOCH 13 - PROGRESS: at 83.26% examples, 214007 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:07,510 : INFO : EPOCH 13 - PROGRESS: at 83.36% examples, 214009 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:08,521 : INFO : EPOCH 13 - PROGRESS: at 83.48% examples, 214014 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:09,526 : INFO : EPOCH 13 - PROGRESS: at 83.61% examples, 214011 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:10,572 : INFO : EPOCH 13 - PROGRESS: at 83.74% examples, 214010 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:21:11,597 : INFO : EPOCH 13 - PROGRESS: at 83.85% examples, 214015 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:12,629 : INFO : EPOCH 13 - PROGRESS: at 83.97% examples, 214022 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:13,657 : INFO : EPOCH 13 - PROGRESS: at 84.09% examples, 214023 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:14,712 : INFO : EPOCH 13 - PROGRESS: at 84.18% examples, 214021 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:15,727 : INFO : EPOCH 13 - PROGRESS: at 84.30% examples, 214028 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:16,727 : INFO : EPOCH 13 - PROGRESS: at 84.43% examples, 214036 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:17,775 : INFO : EPOCH 13 - PROGRESS: at 84.54% examples, 214034 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:18,835 : INFO : EPOCH 13 - PROGRESS: at 84.67% examples, 214036 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:19,858 : INFO : EPOCH 13 - PROGRESS: at 84.80% examples, 214047 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:20,899 : INFO : EPOCH 13 - PROGRESS: at 84.90% examples, 214047 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:21,932 : INFO : EPOCH 13 - PROGRESS: at 85.01% examples, 214050 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:22,947 : INFO : EPOCH 13 - PROGRESS: at 85.13% examples, 214057 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:23,948 : INFO : EPOCH 13 - PROGRESS: at 85.24% examples, 214054 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:25,016 : INFO : EPOCH 13 - PROGRESS: at 85.37% examples, 214054 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:26,017 : INFO : EPOCH 13 - PROGRESS: at 85.49% examples, 214069 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:27,024 : INFO : EPOCH 13 - PROGRESS: at 85.61% examples, 214069 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:28,036 : INFO : EPOCH 13 - PROGRESS: at 85.74% examples, 214068 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:29,052 : INFO : EPOCH 13 - PROGRESS: at 85.87% examples, 214076 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:30,055 : INFO : EPOCH 13 - PROGRESS: at 86.00% examples, 214077 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:31,063 : INFO : EPOCH 13 - PROGRESS: at 86.11% examples, 214076 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:32,080 : INFO : EPOCH 13 - PROGRESS: at 86.22% examples, 214086 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:33,107 : INFO : EPOCH 13 - PROGRESS: at 86.33% examples, 214090 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:34,111 : INFO : EPOCH 13 - PROGRESS: at 86.43% examples, 214091 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:35,119 : INFO : EPOCH 13 - PROGRESS: at 86.53% examples, 214084 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:36,156 : INFO : EPOCH 13 - PROGRESS: at 86.65% examples, 214086 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:37,159 : INFO : EPOCH 13 - PROGRESS: at 86.77% examples, 214097 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:38,161 : INFO : EPOCH 13 - PROGRESS: at 86.89% examples, 214106 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:39,170 : INFO : EPOCH 13 - PROGRESS: at 86.99% examples, 214106 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:40,203 : INFO : EPOCH 13 - PROGRESS: at 87.11% examples, 214100 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:41,235 : INFO : EPOCH 13 - PROGRESS: at 87.22% examples, 214106 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:42,237 : INFO : EPOCH 13 - PROGRESS: at 87.34% examples, 214110 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:43,242 : INFO : EPOCH 13 - PROGRESS: at 87.46% examples, 214121 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:44,278 : INFO : EPOCH 13 - PROGRESS: at 87.59% examples, 214116 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:21:45,291 : INFO : EPOCH 13 - PROGRESS: at 87.69% examples, 214125 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:46,307 : INFO : EPOCH 13 - PROGRESS: at 87.78% examples, 214124 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:47,365 : INFO : EPOCH 13 - PROGRESS: at 87.90% examples, 214128 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:48,395 : INFO : EPOCH 13 - PROGRESS: at 88.04% examples, 214136 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:49,419 : INFO : EPOCH 13 - PROGRESS: at 88.17% examples, 214127 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:21:50,444 : INFO : EPOCH 13 - PROGRESS: at 88.29% examples, 214139 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:51,445 : INFO : EPOCH 13 - PROGRESS: at 88.41% examples, 214154 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:52,457 : INFO : EPOCH 13 - PROGRESS: at 88.53% examples, 214140 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:53,507 : INFO : EPOCH 13 - PROGRESS: at 88.65% examples, 214146 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:54,523 : INFO : EPOCH 13 - PROGRESS: at 88.76% examples, 214145 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:55,526 : INFO : EPOCH 13 - PROGRESS: at 88.88% examples, 214147 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:56,551 : INFO : EPOCH 13 - PROGRESS: at 88.99% examples, 214150 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:21:57,577 : INFO : EPOCH 13 - PROGRESS: at 89.12% examples, 214154 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:58,617 : INFO : EPOCH 13 - PROGRESS: at 89.23% examples, 214164 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:21:59,697 : INFO : EPOCH 13 - PROGRESS: at 89.34% examples, 214161 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:00,723 : INFO : EPOCH 13 - PROGRESS: at 89.49% examples, 214170 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:01,731 : INFO : EPOCH 13 - PROGRESS: at 89.59% examples, 214172 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:02,757 : INFO : EPOCH 13 - PROGRESS: at 89.69% examples, 214180 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:03,759 : INFO : EPOCH 13 - PROGRESS: at 89.80% examples, 214183 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:04,770 : INFO : EPOCH 13 - PROGRESS: at 89.91% examples, 214181 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:05,798 : INFO : EPOCH 13 - PROGRESS: at 90.02% examples, 214173 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:06,806 : INFO : EPOCH 13 - PROGRESS: at 90.13% examples, 214190 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:07,820 : INFO : EPOCH 13 - PROGRESS: at 90.26% examples, 214190 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:08,821 : INFO : EPOCH 13 - PROGRESS: at 90.38% examples, 214199 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:09,833 : INFO : EPOCH 13 - PROGRESS: at 90.50% examples, 214196 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:10,838 : INFO : EPOCH 13 - PROGRESS: at 90.62% examples, 214197 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:11,851 : INFO : EPOCH 13 - PROGRESS: at 90.75% examples, 214203 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:12,890 : INFO : EPOCH 13 - PROGRESS: at 90.87% examples, 214205 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:13,898 : INFO : EPOCH 13 - PROGRESS: at 90.98% examples, 214215 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:14,933 : INFO : EPOCH 13 - PROGRESS: at 91.08% examples, 214215 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:15,934 : INFO : EPOCH 13 - PROGRESS: at 91.19% examples, 214215 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:16,962 : INFO : EPOCH 13 - PROGRESS: at 91.32% examples, 214218 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:17,966 : INFO : EPOCH 13 - PROGRESS: at 91.43% examples, 214223 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:18,979 : INFO : EPOCH 13 - PROGRESS: at 91.54% examples, 214225 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:19,997 : INFO : EPOCH 13 - PROGRESS: at 91.66% examples, 214226 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:21,001 : INFO : EPOCH 13 - PROGRESS: at 91.77% examples, 214234 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:22,009 : INFO : EPOCH 13 - PROGRESS: at 91.88% examples, 214231 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:23,049 : INFO : EPOCH 13 - PROGRESS: at 91.99% examples, 214236 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:24,064 : INFO : EPOCH 13 - PROGRESS: at 92.12% examples, 214234 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:25,108 : INFO : EPOCH 13 - PROGRESS: at 92.26% examples, 214238 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:26,132 : INFO : EPOCH 13 - PROGRESS: at 92.38% examples, 214250 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:27,186 : INFO : EPOCH 13 - PROGRESS: at 92.49% examples, 214246 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:28,211 : INFO : EPOCH 13 - PROGRESS: at 92.61% examples, 214255 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:29,216 : INFO : EPOCH 13 - PROGRESS: at 92.72% examples, 214255 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:30,220 : INFO : EPOCH 13 - PROGRESS: at 92.83% examples, 214254 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:31,254 : INFO : EPOCH 13 - PROGRESS: at 92.93% examples, 214255 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:32,275 : INFO : EPOCH 13 - PROGRESS: at 93.06% examples, 214259 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:33,278 : INFO : EPOCH 13 - PROGRESS: at 93.17% examples, 214259 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:34,307 : INFO : EPOCH 13 - PROGRESS: at 93.27% examples, 214269 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:35,307 : INFO : EPOCH 13 - PROGRESS: at 93.41% examples, 214277 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:36,340 : INFO : EPOCH 13 - PROGRESS: at 93.53% examples, 214270 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:37,341 : INFO : EPOCH 13 - PROGRESS: at 93.64% examples, 214274 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:38,350 : INFO : EPOCH 13 - PROGRESS: at 93.75% examples, 214273 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:39,369 : INFO : EPOCH 13 - PROGRESS: at 93.86% examples, 214278 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:40,388 : INFO : EPOCH 13 - PROGRESS: at 93.97% examples, 214274 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:41,430 : INFO : EPOCH 13 - PROGRESS: at 94.13% examples, 214280 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:42,463 : INFO : EPOCH 13 - PROGRESS: at 94.25% examples, 214283 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:43,468 : INFO : EPOCH 13 - PROGRESS: at 94.37% examples, 214288 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:44,476 : INFO : EPOCH 13 - PROGRESS: at 94.49% examples, 214292 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:45,546 : INFO : EPOCH 13 - PROGRESS: at 94.61% examples, 214295 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:46,552 : INFO : EPOCH 13 - PROGRESS: at 94.72% examples, 214304 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:47,570 : INFO : EPOCH 13 - PROGRESS: at 94.84% examples, 214303 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:48,571 : INFO : EPOCH 13 - PROGRESS: at 94.94% examples, 214302 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:49,604 : INFO : EPOCH 13 - PROGRESS: at 95.05% examples, 214311 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:50,619 : INFO : EPOCH 13 - PROGRESS: at 95.18% examples, 214310 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:51,627 : INFO : EPOCH 13 - PROGRESS: at 95.26% examples, 214312 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:52,663 : INFO : EPOCH 13 - PROGRESS: at 95.38% examples, 214315 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:53,726 : INFO : EPOCH 13 - PROGRESS: at 95.51% examples, 214317 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:54,778 : INFO : EPOCH 13 - PROGRESS: at 95.65% examples, 214324 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:55,829 : INFO : EPOCH 13 - PROGRESS: at 95.76% examples, 214319 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:56,829 : INFO : EPOCH 13 - PROGRESS: at 95.89% examples, 214322 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:57,857 : INFO : EPOCH 13 - PROGRESS: at 96.01% examples, 214328 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:58,902 : INFO : EPOCH 13 - PROGRESS: at 96.13% examples, 214324 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:22:59,920 : INFO : EPOCH 13 - PROGRESS: at 96.24% examples, 214341 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:00,963 : INFO : EPOCH 13 - PROGRESS: at 96.38% examples, 214336 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:01,972 : INFO : EPOCH 13 - PROGRESS: at 96.48% examples, 214339 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:03,023 : INFO : EPOCH 13 - PROGRESS: at 96.62% examples, 214338 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:04,033 : INFO : EPOCH 13 - PROGRESS: at 96.74% examples, 214344 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:05,034 : INFO : EPOCH 13 - PROGRESS: at 96.85% examples, 214349 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:06,056 : INFO : EPOCH 13 - PROGRESS: at 96.96% examples, 214353 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:07,066 : INFO : EPOCH 13 - PROGRESS: at 97.08% examples, 214356 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:08,084 : INFO : EPOCH 13 - PROGRESS: at 97.20% examples, 214365 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:09,088 : INFO : EPOCH 13 - PROGRESS: at 97.31% examples, 214371 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:10,110 : INFO : EPOCH 13 - PROGRESS: at 97.43% examples, 214366 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:11,134 : INFO : EPOCH 13 - PROGRESS: at 97.56% examples, 214365 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:12,154 : INFO : EPOCH 13 - PROGRESS: at 97.68% examples, 214362 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:13,161 : INFO : EPOCH 13 - PROGRESS: at 97.80% examples, 214375 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:14,179 : INFO : EPOCH 13 - PROGRESS: at 97.91% examples, 214371 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:15,207 : INFO : EPOCH 13 - PROGRESS: at 98.03% examples, 214368 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:16,233 : INFO : EPOCH 13 - PROGRESS: at 98.16% examples, 214371 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:17,246 : INFO : EPOCH 13 - PROGRESS: at 98.27% examples, 214380 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:18,255 : INFO : EPOCH 13 - PROGRESS: at 98.37% examples, 214382 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:19,262 : INFO : EPOCH 13 - PROGRESS: at 98.48% examples, 214377 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:20,276 : INFO : EPOCH 13 - PROGRESS: at 98.60% examples, 214383 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:21,284 : INFO : EPOCH 13 - PROGRESS: at 98.73% examples, 214386 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:22,304 : INFO : EPOCH 13 - PROGRESS: at 98.83% examples, 214380 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:23,322 : INFO : EPOCH 13 - PROGRESS: at 98.93% examples, 214382 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:24,329 : INFO : EPOCH 13 - PROGRESS: at 99.05% examples, 214392 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:25,357 : INFO : EPOCH 13 - PROGRESS: at 99.19% examples, 214396 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:26,410 : INFO : EPOCH 13 - PROGRESS: at 99.29% examples, 214392 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:27,446 : INFO : EPOCH 13 - PROGRESS: at 99.42% examples, 214395 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:28,460 : INFO : EPOCH 13 - PROGRESS: at 99.52% examples, 214404 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:29,514 : INFO : EPOCH 13 - PROGRESS: at 99.63% examples, 214405 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:30,529 : INFO : EPOCH 13 - PROGRESS: at 99.73% examples, 214406 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:31,535 : INFO : EPOCH 13 - PROGRESS: at 99.85% examples, 214410 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:32,566 : INFO : EPOCH 13 - PROGRESS: at 99.97% examples, 214411 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:32,747 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 03:23:32,761 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 03:23:32,766 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 03:23:32,811 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 03:23:32,812 : INFO : EPOCH - 13 : training on 248038538 raw words (187749581 effective words) took 875.6s, 214420 effective words/s
2020-07-17 03:23:33,818 : INFO : EPOCH 14 - PROGRESS: at 0.12% examples, 207414 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:23:34,819 : INFO : EPOCH 14 - PROGRESS: at 0.23% examples, 210886 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:35,847 : INFO : EPOCH 14 - PROGRESS: at 0.33% examples, 210288 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:36,865 : INFO : EPOCH 14 - PROGRESS: at 0.44% examples, 212438 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:37,882 : INFO : EPOCH 14 - PROGRESS: at 0.56% examples, 213578 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:38,917 : INFO : EPOCH 14 - PROGRESS: at 0.65% examples, 212094 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:39,921 : INFO : EPOCH 14 - PROGRESS: at 0.77% examples, 213126 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:40,937 : INFO : EPOCH 14 - PROGRESS: at 0.88% examples, 213823 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:41,987 : INFO : EPOCH 14 - PROGRESS: at 1.01% examples, 213614 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:43,011 : INFO : EPOCH 14 - PROGRESS: at 1.13% examples, 214574 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:44,044 : INFO : EPOCH 14 - PROGRESS: at 1.26% examples, 214809 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:45,048 : INFO : EPOCH 14 - PROGRESS: at 1.36% examples, 214811 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:46,081 : INFO : EPOCH 14 - PROGRESS: at 1.48% examples, 214963 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:47,096 : INFO : EPOCH 14 - PROGRESS: at 1.60% examples, 215171 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:48,160 : INFO : EPOCH 14 - PROGRESS: at 1.72% examples, 214901 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:49,163 : INFO : EPOCH 14 - PROGRESS: at 1.83% examples, 214912 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:50,167 : INFO : EPOCH 14 - PROGRESS: at 1.95% examples, 215321 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:51,186 : INFO : EPOCH 14 - PROGRESS: at 2.06% examples, 215132 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:52,204 : INFO : EPOCH 14 - PROGRESS: at 2.18% examples, 215394 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:53,228 : INFO : EPOCH 14 - PROGRESS: at 2.28% examples, 215355 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:54,244 : INFO : EPOCH 14 - PROGRESS: at 2.39% examples, 215303 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:55,281 : INFO : EPOCH 14 - PROGRESS: at 2.53% examples, 215457 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:56,282 : INFO : EPOCH 14 - PROGRESS: at 2.65% examples, 215864 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:57,356 : INFO : EPOCH 14 - PROGRESS: at 2.77% examples, 215190 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:58,378 : INFO : EPOCH 14 - PROGRESS: at 2.88% examples, 215560 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:23:59,399 : INFO : EPOCH 14 - PROGRESS: at 2.99% examples, 215523 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:00,443 : INFO : EPOCH 14 - PROGRESS: at 3.11% examples, 215602 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:01,468 : INFO : EPOCH 14 - PROGRESS: at 3.22% examples, 215576 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:02,471 : INFO : EPOCH 14 - PROGRESS: at 3.34% examples, 215508 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:03,521 : INFO : EPOCH 14 - PROGRESS: at 3.46% examples, 215500 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:04,561 : INFO : EPOCH 14 - PROGRESS: at 3.60% examples, 215693 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:05,624 : INFO : EPOCH 14 - PROGRESS: at 3.71% examples, 215480 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:06,672 : INFO : EPOCH 14 - PROGRESS: at 3.82% examples, 215622 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:07,725 : INFO : EPOCH 14 - PROGRESS: at 3.94% examples, 215424 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:08,741 : INFO : EPOCH 14 - PROGRESS: at 4.05% examples, 215316 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:09,806 : INFO : EPOCH 14 - PROGRESS: at 4.18% examples, 215286 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:10,838 : INFO : EPOCH 14 - PROGRESS: at 4.29% examples, 215233 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:11,859 : INFO : EPOCH 14 - PROGRESS: at 4.41% examples, 215339 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:12,936 : INFO : EPOCH 14 - PROGRESS: at 4.52% examples, 215138 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:13,955 : INFO : EPOCH 14 - PROGRESS: at 4.64% examples, 215172 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:15,031 : INFO : EPOCH 14 - PROGRESS: at 4.77% examples, 215072 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:16,034 : INFO : EPOCH 14 - PROGRESS: at 4.89% examples, 215231 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:17,078 : INFO : EPOCH 14 - PROGRESS: at 5.00% examples, 215189 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:18,103 : INFO : EPOCH 14 - PROGRESS: at 5.11% examples, 214676 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:19,153 : INFO : EPOCH 14 - PROGRESS: at 5.22% examples, 213933 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:20,223 : INFO : EPOCH 14 - PROGRESS: at 5.34% examples, 213347 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:21,247 : INFO : EPOCH 14 - PROGRESS: at 5.47% examples, 213401 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:22,262 : INFO : EPOCH 14 - PROGRESS: at 5.59% examples, 213478 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:23,290 : INFO : EPOCH 14 - PROGRESS: at 5.72% examples, 213610 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:24,333 : INFO : EPOCH 14 - PROGRESS: at 5.84% examples, 213621 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:25,348 : INFO : EPOCH 14 - PROGRESS: at 5.96% examples, 213741 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:26,367 : INFO : EPOCH 14 - PROGRESS: at 6.08% examples, 213841 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:27,395 : INFO : EPOCH 14 - PROGRESS: at 6.19% examples, 213848 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:28,415 : INFO : EPOCH 14 - PROGRESS: at 6.30% examples, 213955 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:29,417 : INFO : EPOCH 14 - PROGRESS: at 6.40% examples, 214026 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:30,450 : INFO : EPOCH 14 - PROGRESS: at 6.53% examples, 214069 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:31,495 : INFO : EPOCH 14 - PROGRESS: at 6.64% examples, 213940 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:32,562 : INFO : EPOCH 14 - PROGRESS: at 6.78% examples, 214029 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:33,590 : INFO : EPOCH 14 - PROGRESS: at 6.89% examples, 214159 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:34,592 : INFO : EPOCH 14 - PROGRESS: at 7.00% examples, 214182 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:35,609 : INFO : EPOCH 14 - PROGRESS: at 7.13% examples, 214195 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:36,693 : INFO : EPOCH 14 - PROGRESS: at 7.26% examples, 214140 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:37,725 : INFO : EPOCH 14 - PROGRESS: at 7.38% examples, 214261 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:38,749 : INFO : EPOCH 14 - PROGRESS: at 7.49% examples, 214225 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:39,755 : INFO : EPOCH 14 - PROGRESS: at 7.61% examples, 214334 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:40,774 : INFO : EPOCH 14 - PROGRESS: at 7.72% examples, 214271 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:41,789 : INFO : EPOCH 14 - PROGRESS: at 7.83% examples, 214461 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:42,842 : INFO : EPOCH 14 - PROGRESS: at 7.95% examples, 214255 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:43,875 : INFO : EPOCH 14 - PROGRESS: at 8.08% examples, 214388 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:44,909 : INFO : EPOCH 14 - PROGRESS: at 8.19% examples, 214365 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:45,943 : INFO : EPOCH 14 - PROGRESS: at 8.32% examples, 214500 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:46,995 : INFO : EPOCH 14 - PROGRESS: at 8.42% examples, 214413 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:48,017 : INFO : EPOCH 14 - PROGRESS: at 8.54% examples, 214489 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:49,036 : INFO : EPOCH 14 - PROGRESS: at 8.65% examples, 214532 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:50,039 : INFO : EPOCH 14 - PROGRESS: at 8.78% examples, 214574 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:24:51,042 : INFO : EPOCH 14 - PROGRESS: at 8.89% examples, 214640 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:52,050 : INFO : EPOCH 14 - PROGRESS: at 9.00% examples, 214671 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:53,091 : INFO : EPOCH 14 - PROGRESS: at 9.12% examples, 214693 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:54,120 : INFO : EPOCH 14 - PROGRESS: at 9.23% examples, 214597 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:55,168 : INFO : EPOCH 14 - PROGRESS: at 9.34% examples, 214670 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:56,227 : INFO : EPOCH 14 - PROGRESS: at 9.48% examples, 214691 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:57,254 : INFO : EPOCH 14 - PROGRESS: at 9.60% examples, 214730 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:58,257 : INFO : EPOCH 14 - PROGRESS: at 9.74% examples, 214783 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:24:59,270 : INFO : EPOCH 14 - PROGRESS: at 9.85% examples, 214842 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:00,285 : INFO : EPOCH 14 - PROGRESS: at 9.99% examples, 214880 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:01,286 : INFO : EPOCH 14 - PROGRESS: at 10.11% examples, 214886 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:02,290 : INFO : EPOCH 14 - PROGRESS: at 10.23% examples, 214887 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:03,327 : INFO : EPOCH 14 - PROGRESS: at 10.36% examples, 214863 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:04,343 : INFO : EPOCH 14 - PROGRESS: at 10.48% examples, 214934 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:05,364 : INFO : EPOCH 14 - PROGRESS: at 10.60% examples, 214911 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:06,366 : INFO : EPOCH 14 - PROGRESS: at 10.71% examples, 214891 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:07,380 : INFO : EPOCH 14 - PROGRESS: at 10.84% examples, 214938 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:08,420 : INFO : EPOCH 14 - PROGRESS: at 10.95% examples, 214933 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:09,422 : INFO : EPOCH 14 - PROGRESS: at 11.07% examples, 215003 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:10,448 : INFO : EPOCH 14 - PROGRESS: at 11.19% examples, 215039 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:11,507 : INFO : EPOCH 14 - PROGRESS: at 11.31% examples, 214993 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:12,592 : INFO : EPOCH 14 - PROGRESS: at 11.44% examples, 214998 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:13,645 : INFO : EPOCH 14 - PROGRESS: at 11.55% examples, 215025 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:14,699 : INFO : EPOCH 14 - PROGRESS: at 11.68% examples, 215059 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:15,738 : INFO : EPOCH 14 - PROGRESS: at 11.83% examples, 215084 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:16,745 : INFO : EPOCH 14 - PROGRESS: at 11.93% examples, 215134 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:17,753 : INFO : EPOCH 14 - PROGRESS: at 12.04% examples, 215183 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:18,785 : INFO : EPOCH 14 - PROGRESS: at 12.17% examples, 215169 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:19,829 : INFO : EPOCH 14 - PROGRESS: at 12.29% examples, 215131 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:20,908 : INFO : EPOCH 14 - PROGRESS: at 12.42% examples, 215114 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:21,991 : INFO : EPOCH 14 - PROGRESS: at 12.55% examples, 215093 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:23,072 : INFO : EPOCH 14 - PROGRESS: at 12.67% examples, 215086 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:24,102 : INFO : EPOCH 14 - PROGRESS: at 12.80% examples, 215179 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:25,111 : INFO : EPOCH 14 - PROGRESS: at 12.91% examples, 215191 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:26,162 : INFO : EPOCH 14 - PROGRESS: at 13.03% examples, 215173 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:27,166 : INFO : EPOCH 14 - PROGRESS: at 13.15% examples, 215204 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:28,233 : INFO : EPOCH 14 - PROGRESS: at 13.27% examples, 215180 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:29,239 : INFO : EPOCH 14 - PROGRESS: at 13.38% examples, 215182 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:30,265 : INFO : EPOCH 14 - PROGRESS: at 13.50% examples, 215225 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:31,279 : INFO : EPOCH 14 - PROGRESS: at 13.61% examples, 215295 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:32,295 : INFO : EPOCH 14 - PROGRESS: at 13.74% examples, 215234 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:33,325 : INFO : EPOCH 14 - PROGRESS: at 13.86% examples, 215275 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:34,361 : INFO : EPOCH 14 - PROGRESS: at 13.97% examples, 215226 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:35,377 : INFO : EPOCH 14 - PROGRESS: at 14.10% examples, 215240 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:36,382 : INFO : EPOCH 14 - PROGRESS: at 14.21% examples, 215263 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:37,395 : INFO : EPOCH 14 - PROGRESS: at 14.32% examples, 215271 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:38,426 : INFO : EPOCH 14 - PROGRESS: at 14.46% examples, 215291 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:39,440 : INFO : EPOCH 14 - PROGRESS: at 14.58% examples, 215292 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:40,446 : INFO : EPOCH 14 - PROGRESS: at 14.68% examples, 215328 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:41,459 : INFO : EPOCH 14 - PROGRESS: at 14.81% examples, 215304 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:42,470 : INFO : EPOCH 14 - PROGRESS: at 14.94% examples, 215349 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:43,490 : INFO : EPOCH 14 - PROGRESS: at 15.06% examples, 215346 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:44,493 : INFO : EPOCH 14 - PROGRESS: at 15.16% examples, 215353 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:45,535 : INFO : EPOCH 14 - PROGRESS: at 15.25% examples, 215355 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:46,592 : INFO : EPOCH 14 - PROGRESS: at 15.38% examples, 215329 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:47,701 : INFO : EPOCH 14 - PROGRESS: at 15.50% examples, 215307 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:48,740 : INFO : EPOCH 14 - PROGRESS: at 15.61% examples, 215319 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:49,748 : INFO : EPOCH 14 - PROGRESS: at 15.72% examples, 215378 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:50,782 : INFO : EPOCH 14 - PROGRESS: at 15.85% examples, 215366 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:51,784 : INFO : EPOCH 14 - PROGRESS: at 15.96% examples, 215425 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:52,785 : INFO : EPOCH 14 - PROGRESS: at 16.06% examples, 215390 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:53,813 : INFO : EPOCH 14 - PROGRESS: at 16.18% examples, 215391 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:54,826 : INFO : EPOCH 14 - PROGRESS: at 16.30% examples, 215443 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:55,851 : INFO : EPOCH 14 - PROGRESS: at 16.43% examples, 215433 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:56,880 : INFO : EPOCH 14 - PROGRESS: at 16.54% examples, 215454 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:57,904 : INFO : EPOCH 14 - PROGRESS: at 16.66% examples, 215449 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:58,905 : INFO : EPOCH 14 - PROGRESS: at 16.76% examples, 215438 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:25:59,924 : INFO : EPOCH 14 - PROGRESS: at 16.87% examples, 215469 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:00,978 : INFO : EPOCH 14 - PROGRESS: at 16.99% examples, 215428 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:01,982 : INFO : EPOCH 14 - PROGRESS: at 17.12% examples, 215474 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:03,020 : INFO : EPOCH 14 - PROGRESS: at 17.21% examples, 215430 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:04,065 : INFO : EPOCH 14 - PROGRESS: at 17.34% examples, 215462 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:05,076 : INFO : EPOCH 14 - PROGRESS: at 17.46% examples, 215514 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:06,086 : INFO : EPOCH 14 - PROGRESS: at 17.58% examples, 215529 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:07,106 : INFO : EPOCH 14 - PROGRESS: at 17.70% examples, 215477 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:08,138 : INFO : EPOCH 14 - PROGRESS: at 17.81% examples, 215501 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:09,146 : INFO : EPOCH 14 - PROGRESS: at 17.92% examples, 215505 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:10,159 : INFO : EPOCH 14 - PROGRESS: at 18.04% examples, 215489 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:11,167 : INFO : EPOCH 14 - PROGRESS: at 18.15% examples, 215481 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:12,185 : INFO : EPOCH 14 - PROGRESS: at 18.29% examples, 215502 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:13,218 : INFO : EPOCH 14 - PROGRESS: at 18.40% examples, 215491 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:14,236 : INFO : EPOCH 14 - PROGRESS: at 18.52% examples, 215539 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:15,298 : INFO : EPOCH 14 - PROGRESS: at 18.61% examples, 215468 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:16,329 : INFO : EPOCH 14 - PROGRESS: at 18.73% examples, 215547 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:17,389 : INFO : EPOCH 14 - PROGRESS: at 18.84% examples, 215533 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:18,409 : INFO : EPOCH 14 - PROGRESS: at 18.97% examples, 215540 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:19,439 : INFO : EPOCH 14 - PROGRESS: at 19.07% examples, 215535 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:20,446 : INFO : EPOCH 14 - PROGRESS: at 19.17% examples, 215559 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:21,509 : INFO : EPOCH 14 - PROGRESS: at 19.28% examples, 215552 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:22,542 : INFO : EPOCH 14 - PROGRESS: at 19.39% examples, 215538 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:23,583 : INFO : EPOCH 14 - PROGRESS: at 19.51% examples, 215541 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:24,586 : INFO : EPOCH 14 - PROGRESS: at 19.63% examples, 215536 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:25,602 : INFO : EPOCH 14 - PROGRESS: at 19.75% examples, 215554 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:26,609 : INFO : EPOCH 14 - PROGRESS: at 19.88% examples, 215582 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:27,621 : INFO : EPOCH 14 - PROGRESS: at 20.02% examples, 215595 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:28,688 : INFO : EPOCH 14 - PROGRESS: at 20.14% examples, 215556 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:29,754 : INFO : EPOCH 14 - PROGRESS: at 20.27% examples, 215559 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:30,765 : INFO : EPOCH 14 - PROGRESS: at 20.38% examples, 215596 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:31,797 : INFO : EPOCH 14 - PROGRESS: at 20.50% examples, 215602 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:32,826 : INFO : EPOCH 14 - PROGRESS: at 20.61% examples, 215602 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:33,886 : INFO : EPOCH 14 - PROGRESS: at 20.72% examples, 215598 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:34,908 : INFO : EPOCH 14 - PROGRESS: at 20.82% examples, 215607 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:35,908 : INFO : EPOCH 14 - PROGRESS: at 20.93% examples, 215624 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:36,935 : INFO : EPOCH 14 - PROGRESS: at 21.05% examples, 215606 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:37,993 : INFO : EPOCH 14 - PROGRESS: at 21.18% examples, 215620 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:39,077 : INFO : EPOCH 14 - PROGRESS: at 21.29% examples, 215600 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:40,082 : INFO : EPOCH 14 - PROGRESS: at 21.41% examples, 215653 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:41,095 : INFO : EPOCH 14 - PROGRESS: at 21.52% examples, 215634 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:42,098 : INFO : EPOCH 14 - PROGRESS: at 21.64% examples, 215656 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:43,134 : INFO : EPOCH 14 - PROGRESS: at 21.75% examples, 215630 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:44,157 : INFO : EPOCH 14 - PROGRESS: at 21.88% examples, 215662 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:45,210 : INFO : EPOCH 14 - PROGRESS: at 22.01% examples, 215675 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:46,219 : INFO : EPOCH 14 - PROGRESS: at 22.12% examples, 215635 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:47,273 : INFO : EPOCH 14 - PROGRESS: at 22.23% examples, 215661 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:48,292 : INFO : EPOCH 14 - PROGRESS: at 22.36% examples, 215688 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:49,311 : INFO : EPOCH 14 - PROGRESS: at 22.46% examples, 215678 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:50,335 : INFO : EPOCH 14 - PROGRESS: at 22.57% examples, 215643 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:51,365 : INFO : EPOCH 14 - PROGRESS: at 22.70% examples, 215678 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:52,415 : INFO : EPOCH 14 - PROGRESS: at 22.83% examples, 215680 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:53,441 : INFO : EPOCH 14 - PROGRESS: at 22.93% examples, 215655 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:54,464 : INFO : EPOCH 14 - PROGRESS: at 23.05% examples, 215676 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:55,542 : INFO : EPOCH 14 - PROGRESS: at 23.19% examples, 215670 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:56,542 : INFO : EPOCH 14 - PROGRESS: at 23.31% examples, 215706 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:57,566 : INFO : EPOCH 14 - PROGRESS: at 23.42% examples, 215698 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:58,569 : INFO : EPOCH 14 - PROGRESS: at 23.53% examples, 215725 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:26:59,591 : INFO : EPOCH 14 - PROGRESS: at 23.66% examples, 215702 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:00,602 : INFO : EPOCH 14 - PROGRESS: at 23.78% examples, 215731 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:01,622 : INFO : EPOCH 14 - PROGRESS: at 23.89% examples, 215679 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:02,651 : INFO : EPOCH 14 - PROGRESS: at 24.04% examples, 215696 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:03,657 : INFO : EPOCH 14 - PROGRESS: at 24.17% examples, 215706 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:04,749 : INFO : EPOCH 14 - PROGRESS: at 24.29% examples, 215681 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:05,793 : INFO : EPOCH 14 - PROGRESS: at 24.43% examples, 215692 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:06,802 : INFO : EPOCH 14 - PROGRESS: at 24.55% examples, 215735 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:07,821 : INFO : EPOCH 14 - PROGRESS: at 24.68% examples, 215719 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:08,822 : INFO : EPOCH 14 - PROGRESS: at 24.80% examples, 215750 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:09,836 : INFO : EPOCH 14 - PROGRESS: at 24.91% examples, 215748 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:10,839 : INFO : EPOCH 14 - PROGRESS: at 25.02% examples, 215736 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:11,852 : INFO : EPOCH 14 - PROGRESS: at 25.13% examples, 215696 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:12,873 : INFO : EPOCH 14 - PROGRESS: at 25.26% examples, 215701 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:13,889 : INFO : EPOCH 14 - PROGRESS: at 25.36% examples, 215752 words/s, in_qsize 7, out_qsize 0
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2020-07-17 03:27:16,965 : INFO : EPOCH 14 - PROGRESS: at 25.69% examples, 215724 words/s, in_qsize 7, out_qsize 0
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2020-07-17 03:27:20,006 : INFO : EPOCH 14 - PROGRESS: at 26.03% examples, 215718 words/s, in_qsize 7, out_qsize 0
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2020-07-17 03:27:22,029 : INFO : EPOCH 14 - PROGRESS: at 26.28% examples, 215734 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:23,125 : INFO : EPOCH 14 - PROGRESS: at 26.42% examples, 215710 words/s, in_qsize 7, out_qsize 0
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2020-07-17 03:27:25,233 : INFO : EPOCH 14 - PROGRESS: at 26.67% examples, 215751 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:26,276 : INFO : EPOCH 14 - PROGRESS: at 26.77% examples, 215743 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:27,295 : INFO : EPOCH 14 - PROGRESS: at 26.90% examples, 215795 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:28,323 : INFO : EPOCH 14 - PROGRESS: at 27.01% examples, 215761 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:29,355 : INFO : EPOCH 14 - PROGRESS: at 27.13% examples, 215742 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:30,368 : INFO : EPOCH 14 - PROGRESS: at 27.25% examples, 215779 words/s, in_qsize 7, out_qsize 0
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2020-07-17 03:27:34,452 : INFO : EPOCH 14 - PROGRESS: at 27.71% examples, 215760 words/s, in_qsize 7, out_qsize 0
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2020-07-17 03:27:37,547 : INFO : EPOCH 14 - PROGRESS: at 28.06% examples, 215780 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:38,567 : INFO : EPOCH 14 - PROGRESS: at 28.19% examples, 215791 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:39,597 : INFO : EPOCH 14 - PROGRESS: at 28.32% examples, 215769 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:40,597 : INFO : EPOCH 14 - PROGRESS: at 28.45% examples, 215803 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:41,621 : INFO : EPOCH 14 - PROGRESS: at 28.55% examples, 215809 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:42,639 : INFO : EPOCH 14 - PROGRESS: at 28.66% examples, 215816 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:43,642 : INFO : EPOCH 14 - PROGRESS: at 28.77% examples, 215791 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:44,690 : INFO : EPOCH 14 - PROGRESS: at 28.89% examples, 215787 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:45,692 : INFO : EPOCH 14 - PROGRESS: at 29.02% examples, 215804 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:46,709 : INFO : EPOCH 14 - PROGRESS: at 29.14% examples, 215802 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:47,736 : INFO : EPOCH 14 - PROGRESS: at 29.25% examples, 215804 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:48,806 : INFO : EPOCH 14 - PROGRESS: at 29.37% examples, 215796 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:49,826 : INFO : EPOCH 14 - PROGRESS: at 29.49% examples, 215805 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:50,846 : INFO : EPOCH 14 - PROGRESS: at 29.58% examples, 215808 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:51,883 : INFO : EPOCH 14 - PROGRESS: at 29.69% examples, 215814 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:52,884 : INFO : EPOCH 14 - PROGRESS: at 29.80% examples, 215824 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:53,937 : INFO : EPOCH 14 - PROGRESS: at 29.92% examples, 215821 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:54,999 : INFO : EPOCH 14 - PROGRESS: at 30.04% examples, 215824 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:56,016 : INFO : EPOCH 14 - PROGRESS: at 30.16% examples, 215828 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:57,058 : INFO : EPOCH 14 - PROGRESS: at 30.27% examples, 215830 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:58,078 : INFO : EPOCH 14 - PROGRESS: at 30.39% examples, 215859 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:27:59,110 : INFO : EPOCH 14 - PROGRESS: at 30.50% examples, 215825 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:00,152 : INFO : EPOCH 14 - PROGRESS: at 30.63% examples, 215818 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:01,152 : INFO : EPOCH 14 - PROGRESS: at 30.72% examples, 215842 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:02,211 : INFO : EPOCH 14 - PROGRESS: at 30.85% examples, 215822 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:03,231 : INFO : EPOCH 14 - PROGRESS: at 30.97% examples, 215823 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:04,235 : INFO : EPOCH 14 - PROGRESS: at 31.10% examples, 215827 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:05,236 : INFO : EPOCH 14 - PROGRESS: at 31.22% examples, 215851 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:06,243 : INFO : EPOCH 14 - PROGRESS: at 31.34% examples, 215854 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:07,297 : INFO : EPOCH 14 - PROGRESS: at 31.47% examples, 215832 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:08,346 : INFO : EPOCH 14 - PROGRESS: at 31.59% examples, 215840 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:09,346 : INFO : EPOCH 14 - PROGRESS: at 31.72% examples, 215852 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:10,409 : INFO : EPOCH 14 - PROGRESS: at 31.84% examples, 215831 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:11,419 : INFO : EPOCH 14 - PROGRESS: at 31.95% examples, 215860 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:12,457 : INFO : EPOCH 14 - PROGRESS: at 32.06% examples, 215845 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:13,498 : INFO : EPOCH 14 - PROGRESS: at 32.20% examples, 215845 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:14,534 : INFO : EPOCH 14 - PROGRESS: at 32.31% examples, 215859 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:15,586 : INFO : EPOCH 14 - PROGRESS: at 32.42% examples, 215855 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:16,626 : INFO : EPOCH 14 - PROGRESS: at 32.53% examples, 215855 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:17,636 : INFO : EPOCH 14 - PROGRESS: at 32.66% examples, 215884 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:18,639 : INFO : EPOCH 14 - PROGRESS: at 32.78% examples, 215871 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:19,670 : INFO : EPOCH 14 - PROGRESS: at 32.91% examples, 215873 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:20,671 : INFO : EPOCH 14 - PROGRESS: at 33.01% examples, 215898 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:21,686 : INFO : EPOCH 14 - PROGRESS: at 33.12% examples, 215855 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:22,703 : INFO : EPOCH 14 - PROGRESS: at 33.24% examples, 215860 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:23,727 : INFO : EPOCH 14 - PROGRESS: at 33.35% examples, 215879 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:24,740 : INFO : EPOCH 14 - PROGRESS: at 33.47% examples, 215887 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:25,744 : INFO : EPOCH 14 - PROGRESS: at 33.59% examples, 215885 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:26,759 : INFO : EPOCH 14 - PROGRESS: at 33.72% examples, 215871 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:27,761 : INFO : EPOCH 14 - PROGRESS: at 33.83% examples, 215885 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:28,811 : INFO : EPOCH 14 - PROGRESS: at 33.95% examples, 215859 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:29,853 : INFO : EPOCH 14 - PROGRESS: at 34.07% examples, 215885 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:30,893 : INFO : EPOCH 14 - PROGRESS: at 34.18% examples, 215876 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:31,896 : INFO : EPOCH 14 - PROGRESS: at 34.30% examples, 215884 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:32,904 : INFO : EPOCH 14 - PROGRESS: at 34.42% examples, 215892 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:33,943 : INFO : EPOCH 14 - PROGRESS: at 34.54% examples, 215889 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:34,945 : INFO : EPOCH 14 - PROGRESS: at 34.66% examples, 215889 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:35,960 : INFO : EPOCH 14 - PROGRESS: at 34.77% examples, 215879 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:37,004 : INFO : EPOCH 14 - PROGRESS: at 34.87% examples, 215860 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:38,017 : INFO : EPOCH 14 - PROGRESS: at 34.99% examples, 215866 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:39,034 : INFO : EPOCH 14 - PROGRESS: at 35.08% examples, 215857 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:40,068 : INFO : EPOCH 14 - PROGRESS: at 35.21% examples, 215843 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:41,104 : INFO : EPOCH 14 - PROGRESS: at 35.34% examples, 215847 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:42,121 : INFO : EPOCH 14 - PROGRESS: at 35.44% examples, 215831 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:43,148 : INFO : EPOCH 14 - PROGRESS: at 35.56% examples, 215834 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:44,175 : INFO : EPOCH 14 - PROGRESS: at 35.67% examples, 215745 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:45,178 : INFO : EPOCH 14 - PROGRESS: at 35.77% examples, 215645 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:46,211 : INFO : EPOCH 14 - PROGRESS: at 35.87% examples, 215552 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:47,261 : INFO : EPOCH 14 - PROGRESS: at 36.01% examples, 215569 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:48,262 : INFO : EPOCH 14 - PROGRESS: at 36.11% examples, 215581 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:28:49,299 : INFO : EPOCH 14 - PROGRESS: at 36.23% examples, 215551 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:50,311 : INFO : EPOCH 14 - PROGRESS: at 36.34% examples, 215566 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:51,332 : INFO : EPOCH 14 - PROGRESS: at 36.46% examples, 215582 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:52,339 : INFO : EPOCH 14 - PROGRESS: at 36.57% examples, 215597 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:53,348 : INFO : EPOCH 14 - PROGRESS: at 36.69% examples, 215585 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:54,359 : INFO : EPOCH 14 - PROGRESS: at 36.78% examples, 215592 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:55,373 : INFO : EPOCH 14 - PROGRESS: at 36.90% examples, 215576 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:56,438 : INFO : EPOCH 14 - PROGRESS: at 37.00% examples, 215577 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:57,439 : INFO : EPOCH 14 - PROGRESS: at 37.11% examples, 215581 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:58,473 : INFO : EPOCH 14 - PROGRESS: at 37.23% examples, 215574 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:28:59,532 : INFO : EPOCH 14 - PROGRESS: at 37.38% examples, 215584 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:00,553 : INFO : EPOCH 14 - PROGRESS: at 37.49% examples, 215581 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:01,559 : INFO : EPOCH 14 - PROGRESS: at 37.62% examples, 215580 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:02,573 : INFO : EPOCH 14 - PROGRESS: at 37.73% examples, 215569 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:03,628 : INFO : EPOCH 14 - PROGRESS: at 37.86% examples, 215574 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:04,667 : INFO : EPOCH 14 - PROGRESS: at 37.99% examples, 215592 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:05,671 : INFO : EPOCH 14 - PROGRESS: at 38.10% examples, 215608 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:06,676 : INFO : EPOCH 14 - PROGRESS: at 38.22% examples, 215616 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:07,714 : INFO : EPOCH 14 - PROGRESS: at 38.34% examples, 215599 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:08,740 : INFO : EPOCH 14 - PROGRESS: at 38.45% examples, 215603 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:09,748 : INFO : EPOCH 14 - PROGRESS: at 38.60% examples, 215618 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:10,754 : INFO : EPOCH 14 - PROGRESS: at 38.71% examples, 215609 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:11,758 : INFO : EPOCH 14 - PROGRESS: at 38.85% examples, 215620 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:12,789 : INFO : EPOCH 14 - PROGRESS: at 38.98% examples, 215619 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:13,803 : INFO : EPOCH 14 - PROGRESS: at 39.09% examples, 215628 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:14,812 : INFO : EPOCH 14 - PROGRESS: at 39.21% examples, 215610 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:15,821 : INFO : EPOCH 14 - PROGRESS: at 39.33% examples, 215647 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:16,823 : INFO : EPOCH 14 - PROGRESS: at 39.44% examples, 215622 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:17,848 : INFO : EPOCH 14 - PROGRESS: at 39.54% examples, 215628 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:18,902 : INFO : EPOCH 14 - PROGRESS: at 39.66% examples, 215632 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:19,921 : INFO : EPOCH 14 - PROGRESS: at 39.78% examples, 215648 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:20,941 : INFO : EPOCH 14 - PROGRESS: at 39.90% examples, 215648 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:21,975 : INFO : EPOCH 14 - PROGRESS: at 40.01% examples, 215654 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:22,984 : INFO : EPOCH 14 - PROGRESS: at 40.12% examples, 215650 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:24,022 : INFO : EPOCH 14 - PROGRESS: at 40.26% examples, 215642 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:25,032 : INFO : EPOCH 14 - PROGRESS: at 40.37% examples, 215663 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:26,058 : INFO : EPOCH 14 - PROGRESS: at 40.48% examples, 215665 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:27,090 : INFO : EPOCH 14 - PROGRESS: at 40.60% examples, 215656 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:28,093 : INFO : EPOCH 14 - PROGRESS: at 40.70% examples, 215647 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:29,110 : INFO : EPOCH 14 - PROGRESS: at 40.83% examples, 215655 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:30,128 : INFO : EPOCH 14 - PROGRESS: at 40.95% examples, 215642 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:31,193 : INFO : EPOCH 14 - PROGRESS: at 41.07% examples, 215650 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:32,229 : INFO : EPOCH 14 - PROGRESS: at 41.19% examples, 215649 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:33,283 : INFO : EPOCH 14 - PROGRESS: at 41.31% examples, 215652 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:34,338 : INFO : EPOCH 14 - PROGRESS: at 41.43% examples, 215659 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:35,458 : INFO : EPOCH 14 - PROGRESS: at 41.55% examples, 215636 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:36,470 : INFO : EPOCH 14 - PROGRESS: at 41.67% examples, 215677 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:37,477 : INFO : EPOCH 14 - PROGRESS: at 41.80% examples, 215667 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:38,566 : INFO : EPOCH 14 - PROGRESS: at 41.93% examples, 215661 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:39,571 : INFO : EPOCH 14 - PROGRESS: at 42.07% examples, 215700 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:40,638 : INFO : EPOCH 14 - PROGRESS: at 42.18% examples, 215676 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:41,667 : INFO : EPOCH 14 - PROGRESS: at 42.30% examples, 215684 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:42,668 : INFO : EPOCH 14 - PROGRESS: at 42.41% examples, 215694 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:43,691 : INFO : EPOCH 14 - PROGRESS: at 42.53% examples, 215681 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:44,708 : INFO : EPOCH 14 - PROGRESS: at 42.64% examples, 215693 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:45,737 : INFO : EPOCH 14 - PROGRESS: at 42.77% examples, 215676 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:46,764 : INFO : EPOCH 14 - PROGRESS: at 42.89% examples, 215679 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:47,798 : INFO : EPOCH 14 - PROGRESS: at 42.99% examples, 215678 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:48,838 : INFO : EPOCH 14 - PROGRESS: at 43.12% examples, 215680 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:49,844 : INFO : EPOCH 14 - PROGRESS: at 43.23% examples, 215708 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:50,935 : INFO : EPOCH 14 - PROGRESS: at 43.33% examples, 215676 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:52,013 : INFO : EPOCH 14 - PROGRESS: at 43.46% examples, 215681 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:53,046 : INFO : EPOCH 14 - PROGRESS: at 43.57% examples, 215672 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:54,076 : INFO : EPOCH 14 - PROGRESS: at 43.71% examples, 215703 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:55,080 : INFO : EPOCH 14 - PROGRESS: at 43.83% examples, 215697 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:56,183 : INFO : EPOCH 14 - PROGRESS: at 43.95% examples, 215688 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:57,204 : INFO : EPOCH 14 - PROGRESS: at 44.09% examples, 215705 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:58,206 : INFO : EPOCH 14 - PROGRESS: at 44.20% examples, 215728 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:29:59,216 : INFO : EPOCH 14 - PROGRESS: at 44.31% examples, 215712 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:00,221 : INFO : EPOCH 14 - PROGRESS: at 44.44% examples, 215729 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:01,255 : INFO : EPOCH 14 - PROGRESS: at 44.55% examples, 215699 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:30:02,259 : INFO : EPOCH 14 - PROGRESS: at 44.66% examples, 215720 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:03,276 : INFO : EPOCH 14 - PROGRESS: at 44.76% examples, 215702 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:04,304 : INFO : EPOCH 14 - PROGRESS: at 44.88% examples, 215726 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:05,318 : INFO : EPOCH 14 - PROGRESS: at 44.98% examples, 215708 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:06,328 : INFO : EPOCH 14 - PROGRESS: at 45.11% examples, 215740 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:07,358 : INFO : EPOCH 14 - PROGRESS: at 45.24% examples, 215712 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:08,396 : INFO : EPOCH 14 - PROGRESS: at 45.37% examples, 215723 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:09,396 : INFO : EPOCH 14 - PROGRESS: at 45.49% examples, 215737 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:10,419 : INFO : EPOCH 14 - PROGRESS: at 45.60% examples, 215726 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:11,434 : INFO : EPOCH 14 - PROGRESS: at 45.73% examples, 215727 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:12,467 : INFO : EPOCH 14 - PROGRESS: at 45.84% examples, 215721 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:13,526 : INFO : EPOCH 14 - PROGRESS: at 45.95% examples, 215722 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:30:14,580 : INFO : EPOCH 14 - PROGRESS: at 46.08% examples, 215737 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:15,609 : INFO : EPOCH 14 - PROGRESS: at 46.19% examples, 215733 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:16,659 : INFO : EPOCH 14 - PROGRESS: at 46.32% examples, 215718 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:17,728 : INFO : EPOCH 14 - PROGRESS: at 46.44% examples, 215732 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:18,790 : INFO : EPOCH 14 - PROGRESS: at 46.56% examples, 215723 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:19,828 : INFO : EPOCH 14 - PROGRESS: at 46.69% examples, 215741 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:20,857 : INFO : EPOCH 14 - PROGRESS: at 46.80% examples, 215737 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:21,873 : INFO : EPOCH 14 - PROGRESS: at 46.92% examples, 215764 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:22,883 : INFO : EPOCH 14 - PROGRESS: at 47.06% examples, 215745 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:23,907 : INFO : EPOCH 14 - PROGRESS: at 47.16% examples, 215725 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:24,967 : INFO : EPOCH 14 - PROGRESS: at 47.27% examples, 215715 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:25,997 : INFO : EPOCH 14 - PROGRESS: at 47.40% examples, 215726 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:27,002 : INFO : EPOCH 14 - PROGRESS: at 47.50% examples, 215723 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:28,073 : INFO : EPOCH 14 - PROGRESS: at 47.62% examples, 215717 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:29,093 : INFO : EPOCH 14 - PROGRESS: at 47.74% examples, 215741 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:30,123 : INFO : EPOCH 14 - PROGRESS: at 47.86% examples, 215738 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:31,143 : INFO : EPOCH 14 - PROGRESS: at 47.97% examples, 215717 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:32,152 : INFO : EPOCH 14 - PROGRESS: at 48.11% examples, 215725 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:33,154 : INFO : EPOCH 14 - PROGRESS: at 48.24% examples, 215740 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:34,179 : INFO : EPOCH 14 - PROGRESS: at 48.34% examples, 215738 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:35,201 : INFO : EPOCH 14 - PROGRESS: at 48.46% examples, 215740 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:36,227 : INFO : EPOCH 14 - PROGRESS: at 48.57% examples, 215751 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:37,284 : INFO : EPOCH 14 - PROGRESS: at 48.69% examples, 215739 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:38,293 : INFO : EPOCH 14 - PROGRESS: at 48.80% examples, 215749 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:39,315 : INFO : EPOCH 14 - PROGRESS: at 48.91% examples, 215752 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:40,320 : INFO : EPOCH 14 - PROGRESS: at 49.02% examples, 215755 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:41,358 : INFO : EPOCH 14 - PROGRESS: at 49.14% examples, 215767 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:42,369 : INFO : EPOCH 14 - PROGRESS: at 49.25% examples, 215763 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:30:43,479 : INFO : EPOCH 14 - PROGRESS: at 49.37% examples, 215741 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:44,487 : INFO : EPOCH 14 - PROGRESS: at 49.51% examples, 215765 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:45,489 : INFO : EPOCH 14 - PROGRESS: at 49.61% examples, 215775 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:46,496 : INFO : EPOCH 14 - PROGRESS: at 49.72% examples, 215761 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:47,523 : INFO : EPOCH 14 - PROGRESS: at 49.84% examples, 215759 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:30:48,591 : INFO : EPOCH 14 - PROGRESS: at 49.96% examples, 215748 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:49,618 : INFO : EPOCH 14 - PROGRESS: at 50.08% examples, 215777 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:50,646 : INFO : EPOCH 14 - PROGRESS: at 50.19% examples, 215763 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:51,658 : INFO : EPOCH 14 - PROGRESS: at 50.32% examples, 215783 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:52,708 : INFO : EPOCH 14 - PROGRESS: at 50.42% examples, 215775 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:53,711 : INFO : EPOCH 14 - PROGRESS: at 50.53% examples, 215778 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:54,768 : INFO : EPOCH 14 - PROGRESS: at 50.65% examples, 215764 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:55,768 : INFO : EPOCH 14 - PROGRESS: at 50.75% examples, 215779 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:56,780 : INFO : EPOCH 14 - PROGRESS: at 50.86% examples, 215772 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:57,801 : INFO : EPOCH 14 - PROGRESS: at 50.98% examples, 215773 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:58,810 : INFO : EPOCH 14 - PROGRESS: at 51.09% examples, 215796 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:30:59,852 : INFO : EPOCH 14 - PROGRESS: at 51.21% examples, 215793 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:00,855 : INFO : EPOCH 14 - PROGRESS: at 51.31% examples, 215773 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:01,855 : INFO : EPOCH 14 - PROGRESS: at 51.43% examples, 215795 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:02,885 : INFO : EPOCH 14 - PROGRESS: at 51.53% examples, 215784 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:03,929 : INFO : EPOCH 14 - PROGRESS: at 51.65% examples, 215765 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:04,963 : INFO : EPOCH 14 - PROGRESS: at 51.77% examples, 215790 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:05,971 : INFO : EPOCH 14 - PROGRESS: at 51.86% examples, 215789 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:07,009 : INFO : EPOCH 14 - PROGRESS: at 51.98% examples, 215793 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:08,039 : INFO : EPOCH 14 - PROGRESS: at 52.11% examples, 215794 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:09,068 : INFO : EPOCH 14 - PROGRESS: at 52.23% examples, 215793 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:10,074 : INFO : EPOCH 14 - PROGRESS: at 52.36% examples, 215781 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:11,130 : INFO : EPOCH 14 - PROGRESS: at 52.50% examples, 215789 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:12,135 : INFO : EPOCH 14 - PROGRESS: at 52.62% examples, 215787 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:13,164 : INFO : EPOCH 14 - PROGRESS: at 52.75% examples, 215800 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:14,189 : INFO : EPOCH 14 - PROGRESS: at 52.87% examples, 215814 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:15,195 : INFO : EPOCH 14 - PROGRESS: at 52.99% examples, 215802 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:16,199 : INFO : EPOCH 14 - PROGRESS: at 53.10% examples, 215820 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:17,206 : INFO : EPOCH 14 - PROGRESS: at 53.21% examples, 215809 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:18,208 : INFO : EPOCH 14 - PROGRESS: at 53.33% examples, 215823 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:19,224 : INFO : EPOCH 14 - PROGRESS: at 53.45% examples, 215821 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:20,244 : INFO : EPOCH 14 - PROGRESS: at 53.58% examples, 215821 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:21,270 : INFO : EPOCH 14 - PROGRESS: at 53.71% examples, 215817 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:22,271 : INFO : EPOCH 14 - PROGRESS: at 53.82% examples, 215823 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:23,282 : INFO : EPOCH 14 - PROGRESS: at 53.94% examples, 215818 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:24,297 : INFO : EPOCH 14 - PROGRESS: at 54.05% examples, 215832 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:25,326 : INFO : EPOCH 14 - PROGRESS: at 54.16% examples, 215832 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:26,334 : INFO : EPOCH 14 - PROGRESS: at 54.29% examples, 215834 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:27,392 : INFO : EPOCH 14 - PROGRESS: at 54.41% examples, 215820 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:28,438 : INFO : EPOCH 14 - PROGRESS: at 54.52% examples, 215827 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:29,493 : INFO : EPOCH 14 - PROGRESS: at 54.66% examples, 215831 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:30,502 : INFO : EPOCH 14 - PROGRESS: at 54.78% examples, 215848 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:31,582 : INFO : EPOCH 14 - PROGRESS: at 54.89% examples, 215837 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:32,635 : INFO : EPOCH 14 - PROGRESS: at 55.01% examples, 215834 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:33,674 : INFO : EPOCH 14 - PROGRESS: at 55.11% examples, 215839 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:34,675 : INFO : EPOCH 14 - PROGRESS: at 55.23% examples, 215852 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:35,724 : INFO : EPOCH 14 - PROGRESS: at 55.34% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:36,725 : INFO : EPOCH 14 - PROGRESS: at 55.46% examples, 215844 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:37,739 : INFO : EPOCH 14 - PROGRESS: at 55.56% examples, 215842 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:38,758 : INFO : EPOCH 14 - PROGRESS: at 55.68% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:39,770 : INFO : EPOCH 14 - PROGRESS: at 55.80% examples, 215844 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:31:40,863 : INFO : EPOCH 14 - PROGRESS: at 55.92% examples, 215840 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:41,869 : INFO : EPOCH 14 - PROGRESS: at 56.06% examples, 215858 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:42,880 : INFO : EPOCH 14 - PROGRESS: at 56.17% examples, 215857 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:43,882 : INFO : EPOCH 14 - PROGRESS: at 56.28% examples, 215855 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:44,922 : INFO : EPOCH 14 - PROGRESS: at 56.39% examples, 215841 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:45,945 : INFO : EPOCH 14 - PROGRESS: at 56.51% examples, 215842 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:47,020 : INFO : EPOCH 14 - PROGRESS: at 56.63% examples, 215843 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:48,055 : INFO : EPOCH 14 - PROGRESS: at 56.76% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:49,057 : INFO : EPOCH 14 - PROGRESS: at 56.87% examples, 215844 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:50,060 : INFO : EPOCH 14 - PROGRESS: at 56.98% examples, 215847 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:51,062 : INFO : EPOCH 14 - PROGRESS: at 57.13% examples, 215852 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:52,094 : INFO : EPOCH 14 - PROGRESS: at 57.23% examples, 215846 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:53,117 : INFO : EPOCH 14 - PROGRESS: at 57.35% examples, 215847 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:54,129 : INFO : EPOCH 14 - PROGRESS: at 57.46% examples, 215848 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:55,138 : INFO : EPOCH 14 - PROGRESS: at 57.56% examples, 215848 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:56,170 : INFO : EPOCH 14 - PROGRESS: at 57.68% examples, 215855 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:57,201 : INFO : EPOCH 14 - PROGRESS: at 57.79% examples, 215860 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:58,203 : INFO : EPOCH 14 - PROGRESS: at 57.90% examples, 215846 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:31:59,214 : INFO : EPOCH 14 - PROGRESS: at 58.01% examples, 215852 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:00,218 : INFO : EPOCH 14 - PROGRESS: at 58.13% examples, 215866 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:01,256 : INFO : EPOCH 14 - PROGRESS: at 58.25% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:02,280 : INFO : EPOCH 14 - PROGRESS: at 58.38% examples, 215862 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:03,291 : INFO : EPOCH 14 - PROGRESS: at 58.51% examples, 215859 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:04,385 : INFO : EPOCH 14 - PROGRESS: at 58.64% examples, 215849 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:05,389 : INFO : EPOCH 14 - PROGRESS: at 58.74% examples, 215860 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:06,423 : INFO : EPOCH 14 - PROGRESS: at 58.86% examples, 215868 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:07,425 : INFO : EPOCH 14 - PROGRESS: at 58.97% examples, 215866 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:08,439 : INFO : EPOCH 14 - PROGRESS: at 59.09% examples, 215863 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:09,441 : INFO : EPOCH 14 - PROGRESS: at 59.21% examples, 215885 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:10,462 : INFO : EPOCH 14 - PROGRESS: at 59.31% examples, 215861 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:11,462 : INFO : EPOCH 14 - PROGRESS: at 59.44% examples, 215881 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:12,497 : INFO : EPOCH 14 - PROGRESS: at 59.57% examples, 215872 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:13,501 : INFO : EPOCH 14 - PROGRESS: at 59.69% examples, 215878 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:14,503 : INFO : EPOCH 14 - PROGRESS: at 59.80% examples, 215875 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:15,514 : INFO : EPOCH 14 - PROGRESS: at 59.91% examples, 215864 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:16,526 : INFO : EPOCH 14 - PROGRESS: at 60.03% examples, 215883 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:17,560 : INFO : EPOCH 14 - PROGRESS: at 60.15% examples, 215869 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:18,561 : INFO : EPOCH 14 - PROGRESS: at 60.26% examples, 215878 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:19,566 : INFO : EPOCH 14 - PROGRESS: at 60.38% examples, 215875 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:20,581 : INFO : EPOCH 14 - PROGRESS: at 60.50% examples, 215882 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:21,608 : INFO : EPOCH 14 - PROGRESS: at 60.63% examples, 215873 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:22,693 : INFO : EPOCH 14 - PROGRESS: at 60.77% examples, 215868 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:23,726 : INFO : EPOCH 14 - PROGRESS: at 60.90% examples, 215877 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:24,760 : INFO : EPOCH 14 - PROGRESS: at 61.04% examples, 215884 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:25,845 : INFO : EPOCH 14 - PROGRESS: at 61.16% examples, 215871 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:26,859 : INFO : EPOCH 14 - PROGRESS: at 61.27% examples, 215884 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:27,868 : INFO : EPOCH 14 - PROGRESS: at 61.38% examples, 215879 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:28,890 : INFO : EPOCH 14 - PROGRESS: at 61.50% examples, 215881 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:29,901 : INFO : EPOCH 14 - PROGRESS: at 61.62% examples, 215889 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:30,924 : INFO : EPOCH 14 - PROGRESS: at 61.75% examples, 215871 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:31,949 : INFO : EPOCH 14 - PROGRESS: at 61.90% examples, 215886 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:32,963 : INFO : EPOCH 14 - PROGRESS: at 62.02% examples, 215892 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:34,044 : INFO : EPOCH 14 - PROGRESS: at 62.15% examples, 215871 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:35,064 : INFO : EPOCH 14 - PROGRESS: at 62.27% examples, 215885 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:36,083 : INFO : EPOCH 14 - PROGRESS: at 62.38% examples, 215885 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:37,105 : INFO : EPOCH 14 - PROGRESS: at 62.50% examples, 215884 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:38,118 : INFO : EPOCH 14 - PROGRESS: at 62.63% examples, 215886 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:39,168 : INFO : EPOCH 14 - PROGRESS: at 62.77% examples, 215871 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:40,207 : INFO : EPOCH 14 - PROGRESS: at 62.90% examples, 215879 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:41,220 : INFO : EPOCH 14 - PROGRESS: at 63.03% examples, 215899 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:42,237 : INFO : EPOCH 14 - PROGRESS: at 63.14% examples, 215881 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:43,267 : INFO : EPOCH 14 - PROGRESS: at 63.25% examples, 215886 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:44,276 : INFO : EPOCH 14 - PROGRESS: at 63.35% examples, 215889 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:45,339 : INFO : EPOCH 14 - PROGRESS: at 63.48% examples, 215883 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:46,381 : INFO : EPOCH 14 - PROGRESS: at 63.59% examples, 215884 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:47,403 : INFO : EPOCH 14 - PROGRESS: at 63.70% examples, 215892 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:48,413 : INFO : EPOCH 14 - PROGRESS: at 63.82% examples, 215895 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:49,418 : INFO : EPOCH 14 - PROGRESS: at 63.93% examples, 215888 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:50,441 : INFO : EPOCH 14 - PROGRESS: at 64.04% examples, 215895 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:51,463 : INFO : EPOCH 14 - PROGRESS: at 64.16% examples, 215885 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:52,488 : INFO : EPOCH 14 - PROGRESS: at 64.25% examples, 215888 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:53,509 : INFO : EPOCH 14 - PROGRESS: at 64.37% examples, 215879 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:54,509 : INFO : EPOCH 14 - PROGRESS: at 64.50% examples, 215898 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:55,574 : INFO : EPOCH 14 - PROGRESS: at 64.59% examples, 215888 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:56,574 : INFO : EPOCH 14 - PROGRESS: at 64.72% examples, 215899 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:57,579 : INFO : EPOCH 14 - PROGRESS: at 64.84% examples, 215899 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:58,606 : INFO : EPOCH 14 - PROGRESS: at 64.96% examples, 215891 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:32:59,674 : INFO : EPOCH 14 - PROGRESS: at 65.08% examples, 215884 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:00,676 : INFO : EPOCH 14 - PROGRESS: at 65.21% examples, 215894 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:33:01,676 : INFO : EPOCH 14 - PROGRESS: at 65.33% examples, 215894 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:02,728 : INFO : EPOCH 14 - PROGRESS: at 65.47% examples, 215897 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:03,735 : INFO : EPOCH 14 - PROGRESS: at 65.57% examples, 215899 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:04,754 : INFO : EPOCH 14 - PROGRESS: at 65.67% examples, 215881 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:05,771 : INFO : EPOCH 14 - PROGRESS: at 65.81% examples, 215881 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:06,816 : INFO : EPOCH 14 - PROGRESS: at 65.92% examples, 215858 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:07,850 : INFO : EPOCH 14 - PROGRESS: at 66.03% examples, 215856 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:08,870 : INFO : EPOCH 14 - PROGRESS: at 66.14% examples, 215826 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:09,875 : INFO : EPOCH 14 - PROGRESS: at 66.23% examples, 215754 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:10,884 : INFO : EPOCH 14 - PROGRESS: at 66.34% examples, 215698 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:11,903 : INFO : EPOCH 14 - PROGRESS: at 66.48% examples, 215705 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:12,918 : INFO : EPOCH 14 - PROGRESS: at 66.59% examples, 215713 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:13,966 : INFO : EPOCH 14 - PROGRESS: at 66.70% examples, 215714 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:14,998 : INFO : EPOCH 14 - PROGRESS: at 66.81% examples, 215707 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:16,005 : INFO : EPOCH 14 - PROGRESS: at 66.94% examples, 215716 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:17,070 : INFO : EPOCH 14 - PROGRESS: at 67.06% examples, 215714 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:18,072 : INFO : EPOCH 14 - PROGRESS: at 67.18% examples, 215720 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:19,080 : INFO : EPOCH 14 - PROGRESS: at 67.31% examples, 215717 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:20,090 : INFO : EPOCH 14 - PROGRESS: at 67.42% examples, 215716 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:21,114 : INFO : EPOCH 14 - PROGRESS: at 67.56% examples, 215725 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:22,139 : INFO : EPOCH 14 - PROGRESS: at 67.67% examples, 215718 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:23,168 : INFO : EPOCH 14 - PROGRESS: at 67.78% examples, 215720 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:24,220 : INFO : EPOCH 14 - PROGRESS: at 67.90% examples, 215719 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:25,241 : INFO : EPOCH 14 - PROGRESS: at 68.03% examples, 215731 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:26,279 : INFO : EPOCH 14 - PROGRESS: at 68.16% examples, 215725 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:27,282 : INFO : EPOCH 14 - PROGRESS: at 68.27% examples, 215713 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:28,317 : INFO : EPOCH 14 - PROGRESS: at 68.39% examples, 215730 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:29,349 : INFO : EPOCH 14 - PROGRESS: at 68.51% examples, 215727 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:30,383 : INFO : EPOCH 14 - PROGRESS: at 68.63% examples, 215731 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:31,418 : INFO : EPOCH 14 - PROGRESS: at 68.75% examples, 215725 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:32,502 : INFO : EPOCH 14 - PROGRESS: at 68.87% examples, 215722 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:33,512 : INFO : EPOCH 14 - PROGRESS: at 68.98% examples, 215732 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:34,556 : INFO : EPOCH 14 - PROGRESS: at 69.10% examples, 215730 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:35,575 : INFO : EPOCH 14 - PROGRESS: at 69.20% examples, 215735 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:36,605 : INFO : EPOCH 14 - PROGRESS: at 69.32% examples, 215737 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:37,614 : INFO : EPOCH 14 - PROGRESS: at 69.44% examples, 215741 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:38,642 : INFO : EPOCH 14 - PROGRESS: at 69.58% examples, 215742 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:39,698 : INFO : EPOCH 14 - PROGRESS: at 69.69% examples, 215736 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:40,735 : INFO : EPOCH 14 - PROGRESS: at 69.82% examples, 215732 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:41,748 : INFO : EPOCH 14 - PROGRESS: at 69.93% examples, 215753 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:42,758 : INFO : EPOCH 14 - PROGRESS: at 70.05% examples, 215743 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:43,767 : INFO : EPOCH 14 - PROGRESS: at 70.17% examples, 215747 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:44,822 : INFO : EPOCH 14 - PROGRESS: at 70.28% examples, 215741 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:45,846 : INFO : EPOCH 14 - PROGRESS: at 70.41% examples, 215760 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:46,847 : INFO : EPOCH 14 - PROGRESS: at 70.52% examples, 215748 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:47,910 : INFO : EPOCH 14 - PROGRESS: at 70.66% examples, 215747 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:48,914 : INFO : EPOCH 14 - PROGRESS: at 70.78% examples, 215757 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:49,948 : INFO : EPOCH 14 - PROGRESS: at 70.90% examples, 215754 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:50,949 : INFO : EPOCH 14 - PROGRESS: at 71.01% examples, 215751 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:33:51,972 : INFO : EPOCH 14 - PROGRESS: at 71.13% examples, 215764 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:52,980 : INFO : EPOCH 14 - PROGRESS: at 71.25% examples, 215776 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:53,983 : INFO : EPOCH 14 - PROGRESS: at 71.35% examples, 215772 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:55,031 : INFO : EPOCH 14 - PROGRESS: at 71.46% examples, 215762 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:56,044 : INFO : EPOCH 14 - PROGRESS: at 71.59% examples, 215768 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:57,099 : INFO : EPOCH 14 - PROGRESS: at 71.71% examples, 215766 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:33:58,114 : INFO : EPOCH 14 - PROGRESS: at 71.83% examples, 215760 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:33:59,130 : INFO : EPOCH 14 - PROGRESS: at 71.95% examples, 215763 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:00,134 : INFO : EPOCH 14 - PROGRESS: at 72.08% examples, 215771 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:01,142 : INFO : EPOCH 14 - PROGRESS: at 72.18% examples, 215771 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:02,152 : INFO : EPOCH 14 - PROGRESS: at 72.32% examples, 215772 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:03,158 : INFO : EPOCH 14 - PROGRESS: at 72.43% examples, 215776 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:04,198 : INFO : EPOCH 14 - PROGRESS: at 72.53% examples, 215765 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:05,213 : INFO : EPOCH 14 - PROGRESS: at 72.65% examples, 215773 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:06,226 : INFO : EPOCH 14 - PROGRESS: at 72.78% examples, 215777 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:07,227 : INFO : EPOCH 14 - PROGRESS: at 72.91% examples, 215768 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:08,234 : INFO : EPOCH 14 - PROGRESS: at 73.04% examples, 215777 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:09,239 : INFO : EPOCH 14 - PROGRESS: at 73.16% examples, 215783 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:10,271 : INFO : EPOCH 14 - PROGRESS: at 73.27% examples, 215776 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:11,318 : INFO : EPOCH 14 - PROGRESS: at 73.42% examples, 215783 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:12,346 : INFO : EPOCH 14 - PROGRESS: at 73.54% examples, 215794 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:13,402 : INFO : EPOCH 14 - PROGRESS: at 73.66% examples, 215775 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:14,436 : INFO : EPOCH 14 - PROGRESS: at 73.77% examples, 215784 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:15,485 : INFO : EPOCH 14 - PROGRESS: at 73.89% examples, 215779 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:16,498 : INFO : EPOCH 14 - PROGRESS: at 74.01% examples, 215782 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:17,526 : INFO : EPOCH 14 - PROGRESS: at 74.12% examples, 215793 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:18,540 : INFO : EPOCH 14 - PROGRESS: at 74.23% examples, 215789 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:19,562 : INFO : EPOCH 14 - PROGRESS: at 74.35% examples, 215790 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:20,568 : INFO : EPOCH 14 - PROGRESS: at 74.47% examples, 215793 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:21,586 : INFO : EPOCH 14 - PROGRESS: at 74.60% examples, 215795 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:22,613 : INFO : EPOCH 14 - PROGRESS: at 74.72% examples, 215797 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:23,653 : INFO : EPOCH 14 - PROGRESS: at 74.84% examples, 215801 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:24,701 : INFO : EPOCH 14 - PROGRESS: at 74.97% examples, 215789 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:25,719 : INFO : EPOCH 14 - PROGRESS: at 75.08% examples, 215802 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:26,741 : INFO : EPOCH 14 - PROGRESS: at 75.20% examples, 215801 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:27,801 : INFO : EPOCH 14 - PROGRESS: at 75.32% examples, 215802 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:28,815 : INFO : EPOCH 14 - PROGRESS: at 75.44% examples, 215804 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:29,829 : INFO : EPOCH 14 - PROGRESS: at 75.56% examples, 215801 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:30,837 : INFO : EPOCH 14 - PROGRESS: at 75.68% examples, 215808 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:31,859 : INFO : EPOCH 14 - PROGRESS: at 75.80% examples, 215803 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:32,884 : INFO : EPOCH 14 - PROGRESS: at 75.92% examples, 215811 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:33,905 : INFO : EPOCH 14 - PROGRESS: at 76.04% examples, 215785 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:34,923 : INFO : EPOCH 14 - PROGRESS: at 76.16% examples, 215797 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:35,941 : INFO : EPOCH 14 - PROGRESS: at 76.27% examples, 215802 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:36,947 : INFO : EPOCH 14 - PROGRESS: at 76.40% examples, 215790 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:37,949 : INFO : EPOCH 14 - PROGRESS: at 76.53% examples, 215801 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:38,955 : INFO : EPOCH 14 - PROGRESS: at 76.63% examples, 215800 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:39,985 : INFO : EPOCH 14 - PROGRESS: at 76.74% examples, 215804 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:40,992 : INFO : EPOCH 14 - PROGRESS: at 76.86% examples, 215800 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:41,997 : INFO : EPOCH 14 - PROGRESS: at 76.99% examples, 215811 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:43,002 : INFO : EPOCH 14 - PROGRESS: at 77.09% examples, 215809 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:44,010 : INFO : EPOCH 14 - PROGRESS: at 77.20% examples, 215814 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:45,022 : INFO : EPOCH 14 - PROGRESS: at 77.31% examples, 215808 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:46,062 : INFO : EPOCH 14 - PROGRESS: at 77.43% examples, 215815 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:47,092 : INFO : EPOCH 14 - PROGRESS: at 77.55% examples, 215821 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:48,123 : INFO : EPOCH 14 - PROGRESS: at 77.66% examples, 215808 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:49,139 : INFO : EPOCH 14 - PROGRESS: at 77.77% examples, 215820 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:50,185 : INFO : EPOCH 14 - PROGRESS: at 77.89% examples, 215815 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:51,229 : INFO : EPOCH 14 - PROGRESS: at 78.02% examples, 215824 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:52,231 : INFO : EPOCH 14 - PROGRESS: at 78.15% examples, 215826 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:53,287 : INFO : EPOCH 14 - PROGRESS: at 78.28% examples, 215816 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:54,331 : INFO : EPOCH 14 - PROGRESS: at 78.40% examples, 215823 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:55,364 : INFO : EPOCH 14 - PROGRESS: at 78.52% examples, 215829 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:56,413 : INFO : EPOCH 14 - PROGRESS: at 78.65% examples, 215820 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:57,418 : INFO : EPOCH 14 - PROGRESS: at 78.77% examples, 215831 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:58,437 : INFO : EPOCH 14 - PROGRESS: at 78.90% examples, 215830 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:34:59,445 : INFO : EPOCH 14 - PROGRESS: at 79.02% examples, 215837 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:00,474 : INFO : EPOCH 14 - PROGRESS: at 79.17% examples, 215828 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:01,481 : INFO : EPOCH 14 - PROGRESS: at 79.29% examples, 215843 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:02,490 : INFO : EPOCH 14 - PROGRESS: at 79.39% examples, 215844 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:03,527 : INFO : EPOCH 14 - PROGRESS: at 79.52% examples, 215831 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:04,546 : INFO : EPOCH 14 - PROGRESS: at 79.64% examples, 215838 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:35:05,622 : INFO : EPOCH 14 - PROGRESS: at 79.75% examples, 215830 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:06,640 : INFO : EPOCH 14 - PROGRESS: at 79.87% examples, 215837 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:07,652 : INFO : EPOCH 14 - PROGRESS: at 80.00% examples, 215831 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:08,694 : INFO : EPOCH 14 - PROGRESS: at 80.13% examples, 215835 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:09,733 : INFO : EPOCH 14 - PROGRESS: at 80.23% examples, 215834 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:10,831 : INFO : EPOCH 14 - PROGRESS: at 80.33% examples, 215827 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:11,841 : INFO : EPOCH 14 - PROGRESS: at 80.45% examples, 215848 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:12,843 : INFO : EPOCH 14 - PROGRESS: at 80.57% examples, 215846 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:13,879 : INFO : EPOCH 14 - PROGRESS: at 80.69% examples, 215829 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:14,904 : INFO : EPOCH 14 - PROGRESS: at 80.81% examples, 215839 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:15,909 : INFO : EPOCH 14 - PROGRESS: at 80.94% examples, 215845 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:16,938 : INFO : EPOCH 14 - PROGRESS: at 81.04% examples, 215833 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:17,943 : INFO : EPOCH 14 - PROGRESS: at 81.15% examples, 215849 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:18,953 : INFO : EPOCH 14 - PROGRESS: at 81.27% examples, 215843 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:19,965 : INFO : EPOCH 14 - PROGRESS: at 81.40% examples, 215839 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:20,984 : INFO : EPOCH 14 - PROGRESS: at 81.52% examples, 215839 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:22,000 : INFO : EPOCH 14 - PROGRESS: at 81.63% examples, 215833 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:23,028 : INFO : EPOCH 14 - PROGRESS: at 81.72% examples, 215843 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:24,059 : INFO : EPOCH 14 - PROGRESS: at 81.85% examples, 215856 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:25,081 : INFO : EPOCH 14 - PROGRESS: at 81.98% examples, 215845 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:26,090 : INFO : EPOCH 14 - PROGRESS: at 82.12% examples, 215847 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:27,091 : INFO : EPOCH 14 - PROGRESS: at 82.23% examples, 215842 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:28,182 : INFO : EPOCH 14 - PROGRESS: at 82.36% examples, 215837 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:29,184 : INFO : EPOCH 14 - PROGRESS: at 82.48% examples, 215848 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:30,223 : INFO : EPOCH 14 - PROGRESS: at 82.62% examples, 215844 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:31,258 : INFO : EPOCH 14 - PROGRESS: at 82.75% examples, 215849 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:32,267 : INFO : EPOCH 14 - PROGRESS: at 82.87% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:33,285 : INFO : EPOCH 14 - PROGRESS: at 82.97% examples, 215851 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:34,323 : INFO : EPOCH 14 - PROGRESS: at 83.08% examples, 215851 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:35,367 : INFO : EPOCH 14 - PROGRESS: at 83.20% examples, 215849 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:36,417 : INFO : EPOCH 14 - PROGRESS: at 83.32% examples, 215847 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:37,456 : INFO : EPOCH 14 - PROGRESS: at 83.43% examples, 215854 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:38,498 : INFO : EPOCH 14 - PROGRESS: at 83.55% examples, 215854 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:39,526 : INFO : EPOCH 14 - PROGRESS: at 83.68% examples, 215855 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:40,543 : INFO : EPOCH 14 - PROGRESS: at 83.81% examples, 215860 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:41,571 : INFO : EPOCH 14 - PROGRESS: at 83.92% examples, 215862 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:42,593 : INFO : EPOCH 14 - PROGRESS: at 84.04% examples, 215862 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:43,595 : INFO : EPOCH 14 - PROGRESS: at 84.14% examples, 215846 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:44,605 : INFO : EPOCH 14 - PROGRESS: at 84.24% examples, 215859 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:45,640 : INFO : EPOCH 14 - PROGRESS: at 84.38% examples, 215858 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:46,690 : INFO : EPOCH 14 - PROGRESS: at 84.49% examples, 215854 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:47,733 : INFO : EPOCH 14 - PROGRESS: at 84.61% examples, 215861 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:48,738 : INFO : EPOCH 14 - PROGRESS: at 84.74% examples, 215859 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:49,781 : INFO : EPOCH 14 - PROGRESS: at 84.85% examples, 215858 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:50,792 : INFO : EPOCH 14 - PROGRESS: at 84.96% examples, 215866 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:51,842 : INFO : EPOCH 14 - PROGRESS: at 85.07% examples, 215862 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:52,842 : INFO : EPOCH 14 - PROGRESS: at 85.19% examples, 215866 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:53,864 : INFO : EPOCH 14 - PROGRESS: at 85.30% examples, 215857 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:54,918 : INFO : EPOCH 14 - PROGRESS: at 85.43% examples, 215865 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:55,926 : INFO : EPOCH 14 - PROGRESS: at 85.56% examples, 215861 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:56,991 : INFO : EPOCH 14 - PROGRESS: at 85.69% examples, 215859 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:58,039 : INFO : EPOCH 14 - PROGRESS: at 85.82% examples, 215871 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:35:59,072 : INFO : EPOCH 14 - PROGRESS: at 85.95% examples, 215863 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:00,119 : INFO : EPOCH 14 - PROGRESS: at 86.08% examples, 215864 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:01,143 : INFO : EPOCH 14 - PROGRESS: at 86.18% examples, 215856 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:02,155 : INFO : EPOCH 14 - PROGRESS: at 86.29% examples, 215868 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:03,206 : INFO : EPOCH 14 - PROGRESS: at 86.40% examples, 215865 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:04,213 : INFO : EPOCH 14 - PROGRESS: at 86.51% examples, 215867 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:05,277 : INFO : EPOCH 14 - PROGRESS: at 86.62% examples, 215865 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:06,326 : INFO : EPOCH 14 - PROGRESS: at 86.75% examples, 215867 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:07,349 : INFO : EPOCH 14 - PROGRESS: at 86.86% examples, 215871 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:08,379 : INFO : EPOCH 14 - PROGRESS: at 86.97% examples, 215879 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:09,450 : INFO : EPOCH 14 - PROGRESS: at 87.10% examples, 215871 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:10,481 : INFO : EPOCH 14 - PROGRESS: at 87.21% examples, 215867 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:11,490 : INFO : EPOCH 14 - PROGRESS: at 87.32% examples, 215870 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:12,519 : INFO : EPOCH 14 - PROGRESS: at 87.44% examples, 215877 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:13,538 : INFO : EPOCH 14 - PROGRESS: at 87.58% examples, 215879 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:14,579 : INFO : EPOCH 14 - PROGRESS: at 87.68% examples, 215879 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:15,589 : INFO : EPOCH 14 - PROGRESS: at 87.77% examples, 215883 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:16,618 : INFO : EPOCH 14 - PROGRESS: at 87.89% examples, 215882 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:17,632 : INFO : EPOCH 14 - PROGRESS: at 88.02% examples, 215890 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:18,660 : INFO : EPOCH 14 - PROGRESS: at 88.15% examples, 215876 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:19,734 : INFO : EPOCH 14 - PROGRESS: at 88.29% examples, 215875 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:20,801 : INFO : EPOCH 14 - PROGRESS: at 88.40% examples, 215877 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:21,804 : INFO : EPOCH 14 - PROGRESS: at 88.53% examples, 215887 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:22,819 : INFO : EPOCH 14 - PROGRESS: at 88.64% examples, 215885 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:23,841 : INFO : EPOCH 14 - PROGRESS: at 88.76% examples, 215891 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:24,920 : INFO : EPOCH 14 - PROGRESS: at 88.88% examples, 215878 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:25,939 : INFO : EPOCH 14 - PROGRESS: at 88.99% examples, 215880 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:26,966 : INFO : EPOCH 14 - PROGRESS: at 89.12% examples, 215882 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:28,013 : INFO : EPOCH 14 - PROGRESS: at 89.23% examples, 215887 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:29,098 : INFO : EPOCH 14 - PROGRESS: at 89.34% examples, 215880 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:30,123 : INFO : EPOCH 14 - PROGRESS: at 89.49% examples, 215889 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:31,128 : INFO : EPOCH 14 - PROGRESS: at 89.59% examples, 215889 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:32,149 : INFO : EPOCH 14 - PROGRESS: at 89.69% examples, 215896 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:33,184 : INFO : EPOCH 14 - PROGRESS: at 89.81% examples, 215896 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:34,225 : INFO : EPOCH 14 - PROGRESS: at 89.91% examples, 215894 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:35,242 : INFO : EPOCH 14 - PROGRESS: at 90.03% examples, 215900 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:36,247 : INFO : EPOCH 14 - PROGRESS: at 90.14% examples, 215892 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:37,254 : INFO : EPOCH 14 - PROGRESS: at 90.27% examples, 215901 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:38,281 : INFO : EPOCH 14 - PROGRESS: at 90.38% examples, 215887 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:36:39,283 : INFO : EPOCH 14 - PROGRESS: at 90.50% examples, 215899 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:40,289 : INFO : EPOCH 14 - PROGRESS: at 90.62% examples, 215897 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:41,324 : INFO : EPOCH 14 - PROGRESS: at 90.75% examples, 215896 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:42,345 : INFO : EPOCH 14 - PROGRESS: at 90.88% examples, 215899 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:43,347 : INFO : EPOCH 14 - PROGRESS: at 90.98% examples, 215902 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:44,361 : INFO : EPOCH 14 - PROGRESS: at 91.09% examples, 215903 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:45,374 : INFO : EPOCH 14 - PROGRESS: at 91.20% examples, 215898 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:36:46,406 : INFO : EPOCH 14 - PROGRESS: at 91.32% examples, 215896 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:47,410 : INFO : EPOCH 14 - PROGRESS: at 91.44% examples, 215899 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:36:48,425 : INFO : EPOCH 14 - PROGRESS: at 91.55% examples, 215901 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:49,496 : INFO : EPOCH 14 - PROGRESS: at 91.67% examples, 215895 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:50,499 : INFO : EPOCH 14 - PROGRESS: at 91.77% examples, 215896 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:51,540 : INFO : EPOCH 14 - PROGRESS: at 91.89% examples, 215902 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:52,595 : INFO : EPOCH 14 - PROGRESS: at 92.01% examples, 215900 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:53,605 : INFO : EPOCH 14 - PROGRESS: at 92.14% examples, 215901 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:54,638 : INFO : EPOCH 14 - PROGRESS: at 92.28% examples, 215904 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:55,639 : INFO : EPOCH 14 - PROGRESS: at 92.39% examples, 215911 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:56,674 : INFO : EPOCH 14 - PROGRESS: at 92.49% examples, 215906 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:57,692 : INFO : EPOCH 14 - PROGRESS: at 92.62% examples, 215911 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:58,733 : INFO : EPOCH 14 - PROGRESS: at 92.74% examples, 215906 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:36:59,762 : INFO : EPOCH 14 - PROGRESS: at 92.84% examples, 215909 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:00,786 : INFO : EPOCH 14 - PROGRESS: at 92.94% examples, 215905 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:01,831 : INFO : EPOCH 14 - PROGRESS: at 93.07% examples, 215905 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:02,833 : INFO : EPOCH 14 - PROGRESS: at 93.18% examples, 215903 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:03,874 : INFO : EPOCH 14 - PROGRESS: at 93.29% examples, 215908 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:37:04,906 : INFO : EPOCH 14 - PROGRESS: at 93.42% examples, 215912 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:05,907 : INFO : EPOCH 14 - PROGRESS: at 93.55% examples, 215910 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:06,972 : INFO : EPOCH 14 - PROGRESS: at 93.67% examples, 215909 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:07,983 : INFO : EPOCH 14 - PROGRESS: at 93.77% examples, 215916 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:09,005 : INFO : EPOCH 14 - PROGRESS: at 93.89% examples, 215917 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:10,027 : INFO : EPOCH 14 - PROGRESS: at 94.01% examples, 215916 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:11,032 : INFO : EPOCH 14 - PROGRESS: at 94.15% examples, 215921 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:12,037 : INFO : EPOCH 14 - PROGRESS: at 94.27% examples, 215915 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:13,050 : INFO : EPOCH 14 - PROGRESS: at 94.39% examples, 215914 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:14,050 : INFO : EPOCH 14 - PROGRESS: at 94.51% examples, 215926 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:15,102 : INFO : EPOCH 14 - PROGRESS: at 94.61% examples, 215918 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:16,192 : INFO : EPOCH 14 - PROGRESS: at 94.75% examples, 215914 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:17,205 : INFO : EPOCH 14 - PROGRESS: at 94.87% examples, 215920 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:18,218 : INFO : EPOCH 14 - PROGRESS: at 94.97% examples, 215926 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:19,254 : INFO : EPOCH 14 - PROGRESS: at 95.08% examples, 215919 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:20,259 : INFO : EPOCH 14 - PROGRESS: at 95.19% examples, 215924 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:21,272 : INFO : EPOCH 14 - PROGRESS: at 95.28% examples, 215923 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:22,296 : INFO : EPOCH 14 - PROGRESS: at 95.41% examples, 215925 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:23,345 : INFO : EPOCH 14 - PROGRESS: at 95.53% examples, 215921 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:24,352 : INFO : EPOCH 14 - PROGRESS: at 95.67% examples, 215926 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:25,373 : INFO : EPOCH 14 - PROGRESS: at 95.78% examples, 215922 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:26,377 : INFO : EPOCH 14 - PROGRESS: at 95.90% examples, 215921 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:27,382 : INFO : EPOCH 14 - PROGRESS: at 96.02% examples, 215924 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:28,423 : INFO : EPOCH 14 - PROGRESS: at 96.14% examples, 215925 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:29,429 : INFO : EPOCH 14 - PROGRESS: at 96.25% examples, 215926 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:30,469 : INFO : EPOCH 14 - PROGRESS: at 96.39% examples, 215924 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:31,489 : INFO : EPOCH 14 - PROGRESS: at 96.49% examples, 215930 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:32,520 : INFO : EPOCH 14 - PROGRESS: at 96.64% examples, 215932 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:33,527 : INFO : EPOCH 14 - PROGRESS: at 96.75% examples, 215926 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:34,592 : INFO : EPOCH 14 - PROGRESS: at 96.86% examples, 215923 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:35,606 : INFO : EPOCH 14 - PROGRESS: at 96.98% examples, 215929 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:37:36,633 : INFO : EPOCH 14 - PROGRESS: at 97.09% examples, 215925 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:37,640 : INFO : EPOCH 14 - PROGRESS: at 97.21% examples, 215921 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:38,652 : INFO : EPOCH 14 - PROGRESS: at 97.31% examples, 215918 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:39,669 : INFO : EPOCH 14 - PROGRESS: at 97.44% examples, 215926 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:40,671 : INFO : EPOCH 14 - PROGRESS: at 97.57% examples, 215924 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:41,708 : INFO : EPOCH 14 - PROGRESS: at 97.70% examples, 215923 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:42,771 : INFO : EPOCH 14 - PROGRESS: at 97.81% examples, 215915 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:43,782 : INFO : EPOCH 14 - PROGRESS: at 97.92% examples, 215918 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:44,836 : INFO : EPOCH 14 - PROGRESS: at 98.05% examples, 215913 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:45,863 : INFO : EPOCH 14 - PROGRESS: at 98.17% examples, 215916 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:46,874 : INFO : EPOCH 14 - PROGRESS: at 98.27% examples, 215913 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:47,908 : INFO : EPOCH 14 - PROGRESS: at 98.38% examples, 215903 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:48,927 : INFO : EPOCH 14 - PROGRESS: at 98.50% examples, 215904 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:49,944 : INFO : EPOCH 14 - PROGRESS: at 98.62% examples, 215907 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:50,952 : INFO : EPOCH 14 - PROGRESS: at 98.74% examples, 215908 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:52,010 : INFO : EPOCH 14 - PROGRESS: at 98.84% examples, 215897 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:53,062 : INFO : EPOCH 14 - PROGRESS: at 98.95% examples, 215893 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:54,063 : INFO : EPOCH 14 - PROGRESS: at 99.07% examples, 215890 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:55,107 : INFO : EPOCH 14 - PROGRESS: at 99.18% examples, 215845 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:56,130 : INFO : EPOCH 14 - PROGRESS: at 99.26% examples, 215798 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:37:57,148 : INFO : EPOCH 14 - PROGRESS: at 99.38% examples, 215801 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:58,167 : INFO : EPOCH 14 - PROGRESS: at 99.49% examples, 215802 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:37:59,228 : INFO : EPOCH 14 - PROGRESS: at 99.60% examples, 215800 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:00,298 : INFO : EPOCH 14 - PROGRESS: at 99.72% examples, 215806 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:01,314 : INFO : EPOCH 14 - PROGRESS: at 99.83% examples, 215810 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:02,314 : INFO : EPOCH 14 - PROGRESS: at 99.95% examples, 215813 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:02,721 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 03:38:02,736 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 03:38:02,737 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 03:38:02,789 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 03:38:02,790 : INFO : EPOCH - 14 : training on 248038538 raw words (187752492 effective words) took 870.0s, 215814 effective words/s
2020-07-17 03:38:03,794 : INFO : EPOCH 15 - PROGRESS: at 0.12% examples, 208205 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:04,798 : INFO : EPOCH 15 - PROGRESS: at 0.23% examples, 210887 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:05,821 : INFO : EPOCH 15 - PROGRESS: at 0.33% examples, 210629 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:06,835 : INFO : EPOCH 15 - PROGRESS: at 0.44% examples, 212842 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:07,853 : INFO : EPOCH 15 - PROGRESS: at 0.56% examples, 213876 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:08,874 : INFO : EPOCH 15 - PROGRESS: at 0.65% examples, 212773 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:09,879 : INFO : EPOCH 15 - PROGRESS: at 0.77% examples, 213633 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:10,893 : INFO : EPOCH 15 - PROGRESS: at 0.88% examples, 214277 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:11,956 : INFO : EPOCH 15 - PROGRESS: at 1.01% examples, 213753 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:12,972 : INFO : EPOCH 15 - PROGRESS: at 1.13% examples, 214858 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:13,998 : INFO : EPOCH 15 - PROGRESS: at 1.26% examples, 215207 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:15,019 : INFO : EPOCH 15 - PROGRESS: at 1.37% examples, 215500 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:16,038 : INFO : EPOCH 15 - PROGRESS: at 1.48% examples, 215272 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:17,044 : INFO : EPOCH 15 - PROGRESS: at 1.60% examples, 215610 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:18,106 : INFO : EPOCH 15 - PROGRESS: at 1.72% examples, 215339 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:19,111 : INFO : EPOCH 15 - PROGRESS: at 1.83% examples, 215301 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:20,116 : INFO : EPOCH 15 - PROGRESS: at 1.95% examples, 215669 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:21,133 : INFO : EPOCH 15 - PROGRESS: at 2.06% examples, 215479 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:22,151 : INFO : EPOCH 15 - PROGRESS: at 2.18% examples, 215690 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:38:23,173 : INFO : EPOCH 15 - PROGRESS: at 2.28% examples, 215658 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:24,187 : INFO : EPOCH 15 - PROGRESS: at 2.39% examples, 215619 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:25,224 : INFO : EPOCH 15 - PROGRESS: at 2.53% examples, 215744 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:26,319 : INFO : EPOCH 15 - PROGRESS: at 2.65% examples, 215544 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:27,398 : INFO : EPOCH 15 - PROGRESS: at 2.78% examples, 215695 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:28,408 : INFO : EPOCH 15 - PROGRESS: at 2.89% examples, 215932 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:29,432 : INFO : EPOCH 15 - PROGRESS: at 3.00% examples, 215858 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:30,441 : INFO : EPOCH 15 - PROGRESS: at 3.12% examples, 215958 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:31,449 : INFO : EPOCH 15 - PROGRESS: at 3.24% examples, 216035 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:32,463 : INFO : EPOCH 15 - PROGRESS: at 3.35% examples, 216107 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:33,471 : INFO : EPOCH 15 - PROGRESS: at 3.47% examples, 216130 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:34,476 : INFO : EPOCH 15 - PROGRESS: at 3.60% examples, 216087 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:35,538 : INFO : EPOCH 15 - PROGRESS: at 3.71% examples, 215863 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:36,593 : INFO : EPOCH 15 - PROGRESS: at 3.82% examples, 215947 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:37,616 : INFO : EPOCH 15 - PROGRESS: at 3.94% examples, 215934 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:38,627 : INFO : EPOCH 15 - PROGRESS: at 4.06% examples, 216048 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:39,674 : INFO : EPOCH 15 - PROGRESS: at 4.18% examples, 215898 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:40,692 : INFO : EPOCH 15 - PROGRESS: at 4.29% examples, 215876 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:41,741 : INFO : EPOCH 15 - PROGRESS: at 4.41% examples, 216005 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:42,752 : INFO : EPOCH 15 - PROGRESS: at 4.52% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:43,773 : INFO : EPOCH 15 - PROGRESS: at 4.64% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:44,842 : INFO : EPOCH 15 - PROGRESS: at 4.77% examples, 215872 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:45,891 : INFO : EPOCH 15 - PROGRESS: at 4.89% examples, 215943 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:46,901 : INFO : EPOCH 15 - PROGRESS: at 5.00% examples, 216113 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:47,915 : INFO : EPOCH 15 - PROGRESS: at 5.12% examples, 216037 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:48,955 : INFO : EPOCH 15 - PROGRESS: at 5.26% examples, 215979 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:50,004 : INFO : EPOCH 15 - PROGRESS: at 5.38% examples, 216044 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:51,056 : INFO : EPOCH 15 - PROGRESS: at 5.52% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:52,097 : INFO : EPOCH 15 - PROGRESS: at 5.65% examples, 216083 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:53,134 : INFO : EPOCH 15 - PROGRESS: at 5.76% examples, 215945 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:38:54,172 : INFO : EPOCH 15 - PROGRESS: at 5.89% examples, 216064 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:55,176 : INFO : EPOCH 15 - PROGRESS: at 6.02% examples, 216120 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:56,214 : INFO : EPOCH 15 - PROGRESS: at 6.13% examples, 216167 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:57,232 : INFO : EPOCH 15 - PROGRESS: at 6.23% examples, 216122 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:58,237 : INFO : EPOCH 15 - PROGRESS: at 6.34% examples, 216146 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:38:59,240 : INFO : EPOCH 15 - PROGRESS: at 6.46% examples, 216082 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:00,256 : INFO : EPOCH 15 - PROGRESS: at 6.57% examples, 216145 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:01,309 : INFO : EPOCH 15 - PROGRESS: at 6.69% examples, 216056 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:02,359 : INFO : EPOCH 15 - PROGRESS: at 6.82% examples, 216042 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:03,366 : INFO : EPOCH 15 - PROGRESS: at 6.93% examples, 216154 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:04,380 : INFO : EPOCH 15 - PROGRESS: at 7.05% examples, 216144 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:05,431 : INFO : EPOCH 15 - PROGRESS: at 7.18% examples, 216040 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:06,472 : INFO : EPOCH 15 - PROGRESS: at 7.30% examples, 216147 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:07,477 : INFO : EPOCH 15 - PROGRESS: at 7.42% examples, 216177 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:08,552 : INFO : EPOCH 15 - PROGRESS: at 7.54% examples, 216083 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:09,575 : INFO : EPOCH 15 - PROGRESS: at 7.66% examples, 216185 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:10,580 : INFO : EPOCH 15 - PROGRESS: at 7.76% examples, 216049 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:11,588 : INFO : EPOCH 15 - PROGRESS: at 7.88% examples, 216262 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:12,606 : INFO : EPOCH 15 - PROGRESS: at 8.00% examples, 216104 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:13,621 : INFO : EPOCH 15 - PROGRESS: at 8.11% examples, 216132 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:14,631 : INFO : EPOCH 15 - PROGRESS: at 8.23% examples, 216098 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:15,666 : INFO : EPOCH 15 - PROGRESS: at 8.35% examples, 216186 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:16,684 : INFO : EPOCH 15 - PROGRESS: at 8.46% examples, 216085 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:17,694 : INFO : EPOCH 15 - PROGRESS: at 8.57% examples, 216136 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:18,704 : INFO : EPOCH 15 - PROGRESS: at 8.68% examples, 216188 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:19,711 : INFO : EPOCH 15 - PROGRESS: at 8.81% examples, 216186 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:20,746 : INFO : EPOCH 15 - PROGRESS: at 8.93% examples, 216196 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:21,819 : INFO : EPOCH 15 - PROGRESS: at 9.05% examples, 216134 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:22,830 : INFO : EPOCH 15 - PROGRESS: at 9.16% examples, 216183 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:23,831 : INFO : EPOCH 15 - PROGRESS: at 9.27% examples, 216211 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:24,849 : INFO : EPOCH 15 - PROGRESS: at 9.38% examples, 216151 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:25,865 : INFO : EPOCH 15 - PROGRESS: at 9.51% examples, 216214 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:26,895 : INFO : EPOCH 15 - PROGRESS: at 9.64% examples, 216248 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:27,901 : INFO : EPOCH 15 - PROGRESS: at 9.77% examples, 216291 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:28,930 : INFO : EPOCH 15 - PROGRESS: at 9.89% examples, 216203 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:29,946 : INFO : EPOCH 15 - PROGRESS: at 10.02% examples, 216199 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:30,955 : INFO : EPOCH 15 - PROGRESS: at 10.13% examples, 216249 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:31,966 : INFO : EPOCH 15 - PROGRESS: at 10.27% examples, 216271 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:32,994 : INFO : EPOCH 15 - PROGRESS: at 10.40% examples, 216248 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:34,023 : INFO : EPOCH 15 - PROGRESS: at 10.51% examples, 216265 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:35,029 : INFO : EPOCH 15 - PROGRESS: at 10.63% examples, 216267 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:36,060 : INFO : EPOCH 15 - PROGRESS: at 10.74% examples, 216219 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:37,067 : INFO : EPOCH 15 - PROGRESS: at 10.87% examples, 216311 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:38,102 : INFO : EPOCH 15 - PROGRESS: at 10.98% examples, 216224 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:39,111 : INFO : EPOCH 15 - PROGRESS: at 11.11% examples, 216332 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:40,115 : INFO : EPOCH 15 - PROGRESS: at 11.21% examples, 216229 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:41,174 : INFO : EPOCH 15 - PROGRESS: at 11.34% examples, 216221 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:42,197 : INFO : EPOCH 15 - PROGRESS: at 11.46% examples, 216287 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:43,246 : INFO : EPOCH 15 - PROGRESS: at 11.58% examples, 216241 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:44,259 : INFO : EPOCH 15 - PROGRESS: at 11.69% examples, 216285 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:45,288 : INFO : EPOCH 15 - PROGRESS: at 11.84% examples, 216258 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:46,298 : INFO : EPOCH 15 - PROGRESS: at 11.95% examples, 216343 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:47,310 : INFO : EPOCH 15 - PROGRESS: at 12.06% examples, 216349 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:48,312 : INFO : EPOCH 15 - PROGRESS: at 12.19% examples, 216360 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:49,314 : INFO : EPOCH 15 - PROGRESS: at 12.30% examples, 216267 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:50,319 : INFO : EPOCH 15 - PROGRESS: at 12.42% examples, 216249 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:51,396 : INFO : EPOCH 15 - PROGRESS: at 12.55% examples, 216243 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:52,473 : INFO : EPOCH 15 - PROGRESS: at 12.67% examples, 216219 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:53,501 : INFO : EPOCH 15 - PROGRESS: at 12.80% examples, 216306 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:54,522 : INFO : EPOCH 15 - PROGRESS: at 12.91% examples, 216282 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:55,564 : INFO : EPOCH 15 - PROGRESS: at 13.03% examples, 216241 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:56,638 : INFO : EPOCH 15 - PROGRESS: at 13.16% examples, 216223 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:57,641 : INFO : EPOCH 15 - PROGRESS: at 13.27% examples, 216248 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:58,641 : INFO : EPOCH 15 - PROGRESS: at 13.38% examples, 216252 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:39:59,667 : INFO : EPOCH 15 - PROGRESS: at 13.50% examples, 216285 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:00,685 : INFO : EPOCH 15 - PROGRESS: at 13.61% examples, 216339 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:01,700 : INFO : EPOCH 15 - PROGRESS: at 13.74% examples, 216271 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:02,737 : INFO : EPOCH 15 - PROGRESS: at 13.86% examples, 216290 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:03,769 : INFO : EPOCH 15 - PROGRESS: at 13.97% examples, 216240 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:04,787 : INFO : EPOCH 15 - PROGRESS: at 14.10% examples, 216241 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:05,787 : INFO : EPOCH 15 - PROGRESS: at 14.21% examples, 216269 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:06,800 : INFO : EPOCH 15 - PROGRESS: at 14.32% examples, 216266 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:07,833 : INFO : EPOCH 15 - PROGRESS: at 14.46% examples, 216274 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:08,849 : INFO : EPOCH 15 - PROGRESS: at 14.58% examples, 216263 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:09,858 : INFO : EPOCH 15 - PROGRESS: at 14.68% examples, 216335 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:10,883 : INFO : EPOCH 15 - PROGRESS: at 14.81% examples, 216290 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:11,890 : INFO : EPOCH 15 - PROGRESS: at 14.95% examples, 216332 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:12,901 : INFO : EPOCH 15 - PROGRESS: at 15.05% examples, 216264 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:13,901 : INFO : EPOCH 15 - PROGRESS: at 15.15% examples, 216305 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:14,946 : INFO : EPOCH 15 - PROGRESS: at 15.25% examples, 216276 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:16,006 : INFO : EPOCH 15 - PROGRESS: at 15.38% examples, 216238 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:17,117 : INFO : EPOCH 15 - PROGRESS: at 15.50% examples, 216202 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:18,156 : INFO : EPOCH 15 - PROGRESS: at 15.61% examples, 216207 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:19,164 : INFO : EPOCH 15 - PROGRESS: at 15.72% examples, 216257 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:20,195 : INFO : EPOCH 15 - PROGRESS: at 15.85% examples, 216242 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:21,195 : INFO : EPOCH 15 - PROGRESS: at 15.96% examples, 216296 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:22,199 : INFO : EPOCH 15 - PROGRESS: at 16.06% examples, 216253 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:23,221 : INFO : EPOCH 15 - PROGRESS: at 16.18% examples, 216259 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:24,235 : INFO : EPOCH 15 - PROGRESS: at 16.29% examples, 216247 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:25,236 : INFO : EPOCH 15 - PROGRESS: at 16.42% examples, 216211 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:26,245 : INFO : EPOCH 15 - PROGRESS: at 16.53% examples, 216230 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:27,262 : INFO : EPOCH 15 - PROGRESS: at 16.65% examples, 216260 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:28,288 : INFO : EPOCH 15 - PROGRESS: at 16.76% examples, 216269 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:29,317 : INFO : EPOCH 15 - PROGRESS: at 16.86% examples, 216214 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:30,320 : INFO : EPOCH 15 - PROGRESS: at 16.99% examples, 216293 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:31,336 : INFO : EPOCH 15 - PROGRESS: at 17.11% examples, 216234 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:32,342 : INFO : EPOCH 15 - PROGRESS: at 17.21% examples, 216241 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:33,355 : INFO : EPOCH 15 - PROGRESS: at 17.33% examples, 216250 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:34,372 : INFO : EPOCH 15 - PROGRESS: at 17.45% examples, 216242 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:35,379 : INFO : EPOCH 15 - PROGRESS: at 17.56% examples, 216274 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:36,394 : INFO : EPOCH 15 - PROGRESS: at 17.68% examples, 216233 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:37,427 : INFO : EPOCH 15 - PROGRESS: at 17.80% examples, 216260 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:38,446 : INFO : EPOCH 15 - PROGRESS: at 17.90% examples, 216243 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:39,464 : INFO : EPOCH 15 - PROGRESS: at 18.02% examples, 216214 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:40,467 : INFO : EPOCH 15 - PROGRESS: at 18.14% examples, 216271 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:41,485 : INFO : EPOCH 15 - PROGRESS: at 18.28% examples, 216224 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:42,534 : INFO : EPOCH 15 - PROGRESS: at 18.39% examples, 216198 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:43,589 : INFO : EPOCH 15 - PROGRESS: at 18.50% examples, 216210 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:44,597 : INFO : EPOCH 15 - PROGRESS: at 18.60% examples, 216226 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:45,607 : INFO : EPOCH 15 - PROGRESS: at 18.71% examples, 216289 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:46,612 : INFO : EPOCH 15 - PROGRESS: at 18.82% examples, 216281 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:47,651 : INFO : EPOCH 15 - PROGRESS: at 18.95% examples, 216216 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:48,651 : INFO : EPOCH 15 - PROGRESS: at 19.05% examples, 216302 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:49,652 : INFO : EPOCH 15 - PROGRESS: at 19.15% examples, 216298 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:50,662 : INFO : EPOCH 15 - PROGRESS: at 19.25% examples, 216232 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:51,701 : INFO : EPOCH 15 - PROGRESS: at 19.36% examples, 216242 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:52,730 : INFO : EPOCH 15 - PROGRESS: at 19.48% examples, 216231 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:40:53,730 : INFO : EPOCH 15 - PROGRESS: at 19.59% examples, 216245 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:54,803 : INFO : EPOCH 15 - PROGRESS: at 19.73% examples, 216229 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:55,873 : INFO : EPOCH 15 - PROGRESS: at 19.86% examples, 216244 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:56,919 : INFO : EPOCH 15 - PROGRESS: at 20.01% examples, 216263 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:57,959 : INFO : EPOCH 15 - PROGRESS: at 20.12% examples, 216253 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:40:59,022 : INFO : EPOCH 15 - PROGRESS: at 20.26% examples, 216251 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:00,048 : INFO : EPOCH 15 - PROGRESS: at 20.36% examples, 216269 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:01,076 : INFO : EPOCH 15 - PROGRESS: at 20.48% examples, 216274 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:02,101 : INFO : EPOCH 15 - PROGRESS: at 20.60% examples, 216284 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:03,106 : INFO : EPOCH 15 - PROGRESS: at 20.71% examples, 216228 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:04,185 : INFO : EPOCH 15 - PROGRESS: at 20.81% examples, 216229 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:05,198 : INFO : EPOCH 15 - PROGRESS: at 20.92% examples, 216305 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:06,220 : INFO : EPOCH 15 - PROGRESS: at 21.04% examples, 216253 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:07,241 : INFO : EPOCH 15 - PROGRESS: at 21.16% examples, 216286 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:08,243 : INFO : EPOCH 15 - PROGRESS: at 21.27% examples, 216271 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:09,293 : INFO : EPOCH 15 - PROGRESS: at 21.38% examples, 216279 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:10,332 : INFO : EPOCH 15 - PROGRESS: at 21.50% examples, 216290 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:11,346 : INFO : EPOCH 15 - PROGRESS: at 21.62% examples, 216285 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:12,405 : INFO : EPOCH 15 - PROGRESS: at 21.74% examples, 216262 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:13,422 : INFO : EPOCH 15 - PROGRESS: at 21.86% examples, 216297 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:14,442 : INFO : EPOCH 15 - PROGRESS: at 21.99% examples, 216321 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:15,443 : INFO : EPOCH 15 - PROGRESS: at 22.10% examples, 216300 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:16,456 : INFO : EPOCH 15 - PROGRESS: at 22.21% examples, 216293 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:17,479 : INFO : EPOCH 15 - PROGRESS: at 22.33% examples, 216296 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:18,491 : INFO : EPOCH 15 - PROGRESS: at 22.43% examples, 216297 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:19,593 : INFO : EPOCH 15 - PROGRESS: at 22.56% examples, 216268 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:20,627 : INFO : EPOCH 15 - PROGRESS: at 22.69% examples, 216319 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:21,643 : INFO : EPOCH 15 - PROGRESS: at 22.81% examples, 216332 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:22,710 : INFO : EPOCH 15 - PROGRESS: at 22.92% examples, 216275 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:23,734 : INFO : EPOCH 15 - PROGRESS: at 23.03% examples, 216288 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:24,806 : INFO : EPOCH 15 - PROGRESS: at 23.17% examples, 216290 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:25,814 : INFO : EPOCH 15 - PROGRESS: at 23.29% examples, 216313 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:26,827 : INFO : EPOCH 15 - PROGRESS: at 23.41% examples, 216303 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:27,895 : INFO : EPOCH 15 - PROGRESS: at 23.52% examples, 216283 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:28,906 : INFO : EPOCH 15 - PROGRESS: at 23.65% examples, 216305 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:29,949 : INFO : EPOCH 15 - PROGRESS: at 23.77% examples, 216310 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:31,016 : INFO : EPOCH 15 - PROGRESS: at 23.89% examples, 216280 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:32,034 : INFO : EPOCH 15 - PROGRESS: at 24.04% examples, 216305 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:33,061 : INFO : EPOCH 15 - PROGRESS: at 24.17% examples, 216322 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:34,140 : INFO : EPOCH 15 - PROGRESS: at 24.29% examples, 216277 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:35,183 : INFO : EPOCH 15 - PROGRESS: at 24.43% examples, 216287 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:36,192 : INFO : EPOCH 15 - PROGRESS: at 24.55% examples, 216328 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:37,200 : INFO : EPOCH 15 - PROGRESS: at 24.68% examples, 216318 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:38,208 : INFO : EPOCH 15 - PROGRESS: at 24.80% examples, 216340 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:39,225 : INFO : EPOCH 15 - PROGRESS: at 24.91% examples, 216332 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:40,297 : INFO : EPOCH 15 - PROGRESS: at 25.03% examples, 216283 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:41,362 : INFO : EPOCH 15 - PROGRESS: at 25.15% examples, 216289 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:42,377 : INFO : EPOCH 15 - PROGRESS: at 25.26% examples, 216307 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:43,403 : INFO : EPOCH 15 - PROGRESS: at 25.37% examples, 216334 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:44,470 : INFO : EPOCH 15 - PROGRESS: at 25.48% examples, 216291 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:45,471 : INFO : EPOCH 15 - PROGRESS: at 25.59% examples, 216311 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:46,486 : INFO : EPOCH 15 - PROGRESS: at 25.71% examples, 216309 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:47,490 : INFO : EPOCH 15 - PROGRESS: at 25.83% examples, 216317 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:48,496 : INFO : EPOCH 15 - PROGRESS: at 25.94% examples, 216325 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:49,527 : INFO : EPOCH 15 - PROGRESS: at 26.05% examples, 216301 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:50,527 : INFO : EPOCH 15 - PROGRESS: at 26.16% examples, 216301 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:51,544 : INFO : EPOCH 15 - PROGRESS: at 26.30% examples, 216301 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:52,594 : INFO : EPOCH 15 - PROGRESS: at 26.43% examples, 216317 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:53,607 : INFO : EPOCH 15 - PROGRESS: at 26.57% examples, 216331 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:54,613 : INFO : EPOCH 15 - PROGRESS: at 26.67% examples, 216335 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:55,642 : INFO : EPOCH 15 - PROGRESS: at 26.77% examples, 216306 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:56,672 : INFO : EPOCH 15 - PROGRESS: at 26.90% examples, 216347 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:57,695 : INFO : EPOCH 15 - PROGRESS: at 27.01% examples, 216314 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:58,726 : INFO : EPOCH 15 - PROGRESS: at 27.13% examples, 216294 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:41:59,740 : INFO : EPOCH 15 - PROGRESS: at 27.25% examples, 216329 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:00,766 : INFO : EPOCH 15 - PROGRESS: at 27.37% examples, 216328 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:01,775 : INFO : EPOCH 15 - PROGRESS: at 27.48% examples, 216333 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:02,785 : INFO : EPOCH 15 - PROGRESS: at 27.58% examples, 216289 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:03,823 : INFO : EPOCH 15 - PROGRESS: at 27.71% examples, 216300 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:04,894 : INFO : EPOCH 15 - PROGRESS: at 27.82% examples, 216307 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:05,933 : INFO : EPOCH 15 - PROGRESS: at 27.94% examples, 216307 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:06,966 : INFO : EPOCH 15 - PROGRESS: at 28.07% examples, 216295 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:42:07,974 : INFO : EPOCH 15 - PROGRESS: at 28.20% examples, 216309 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:09,016 : INFO : EPOCH 15 - PROGRESS: at 28.32% examples, 216253 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:10,021 : INFO : EPOCH 15 - PROGRESS: at 28.45% examples, 216282 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:11,023 : INFO : EPOCH 15 - PROGRESS: at 28.55% examples, 216244 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:12,046 : INFO : EPOCH 15 - PROGRESS: at 28.65% examples, 216251 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:13,048 : INFO : EPOCH 15 - PROGRESS: at 28.76% examples, 216232 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:14,062 : INFO : EPOCH 15 - PROGRESS: at 28.88% examples, 216215 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:15,078 : INFO : EPOCH 15 - PROGRESS: at 29.00% examples, 216191 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:16,150 : INFO : EPOCH 15 - PROGRESS: at 29.11% examples, 216077 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:17,157 : INFO : EPOCH 15 - PROGRESS: at 29.21% examples, 215991 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:18,164 : INFO : EPOCH 15 - PROGRESS: at 29.32% examples, 215894 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:19,236 : INFO : EPOCH 15 - PROGRESS: at 29.42% examples, 215859 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:20,245 : INFO : EPOCH 15 - PROGRESS: at 29.53% examples, 215865 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:42:21,297 : INFO : EPOCH 15 - PROGRESS: at 29.64% examples, 215846 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:22,324 : INFO : EPOCH 15 - PROGRESS: at 29.75% examples, 215881 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:23,364 : INFO : EPOCH 15 - PROGRESS: at 29.87% examples, 215883 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:24,393 : INFO : EPOCH 15 - PROGRESS: at 29.98% examples, 215868 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:25,403 : INFO : EPOCH 15 - PROGRESS: at 30.10% examples, 215881 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:26,437 : INFO : EPOCH 15 - PROGRESS: at 30.21% examples, 215886 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:27,454 : INFO : EPOCH 15 - PROGRESS: at 30.33% examples, 215912 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:28,454 : INFO : EPOCH 15 - PROGRESS: at 30.44% examples, 215896 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:29,464 : INFO : EPOCH 15 - PROGRESS: at 30.55% examples, 215889 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:30,488 : INFO : EPOCH 15 - PROGRESS: at 30.66% examples, 215880 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:31,507 : INFO : EPOCH 15 - PROGRESS: at 30.78% examples, 215879 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:32,561 : INFO : EPOCH 15 - PROGRESS: at 30.91% examples, 215886 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:33,565 : INFO : EPOCH 15 - PROGRESS: at 31.04% examples, 215922 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:34,572 : INFO : EPOCH 15 - PROGRESS: at 31.16% examples, 215912 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:35,609 : INFO : EPOCH 15 - PROGRESS: at 31.28% examples, 215894 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:36,665 : INFO : EPOCH 15 - PROGRESS: at 31.40% examples, 215881 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:37,696 : INFO : EPOCH 15 - PROGRESS: at 31.52% examples, 215890 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:38,718 : INFO : EPOCH 15 - PROGRESS: at 31.65% examples, 215896 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:39,745 : INFO : EPOCH 15 - PROGRESS: at 31.78% examples, 215904 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:40,746 : INFO : EPOCH 15 - PROGRESS: at 31.89% examples, 215907 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:41,787 : INFO : EPOCH 15 - PROGRESS: at 32.00% examples, 215907 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:42,877 : INFO : EPOCH 15 - PROGRESS: at 32.13% examples, 215898 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:43,922 : INFO : EPOCH 15 - PROGRESS: at 32.25% examples, 215892 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:44,930 : INFO : EPOCH 15 - PROGRESS: at 32.36% examples, 215914 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:45,941 : INFO : EPOCH 15 - PROGRESS: at 32.46% examples, 215923 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:46,964 : INFO : EPOCH 15 - PROGRESS: at 32.57% examples, 215893 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:48,016 : INFO : EPOCH 15 - PROGRESS: at 32.71% examples, 215896 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:49,018 : INFO : EPOCH 15 - PROGRESS: at 32.83% examples, 215922 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:50,061 : INFO : EPOCH 15 - PROGRESS: at 32.96% examples, 215934 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:51,068 : INFO : EPOCH 15 - PROGRESS: at 33.06% examples, 215939 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:52,073 : INFO : EPOCH 15 - PROGRESS: at 33.18% examples, 215921 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:53,084 : INFO : EPOCH 15 - PROGRESS: at 33.30% examples, 215941 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:54,098 : INFO : EPOCH 15 - PROGRESS: at 33.41% examples, 215929 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:55,101 : INFO : EPOCH 15 - PROGRESS: at 33.53% examples, 215964 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:56,107 : INFO : EPOCH 15 - PROGRESS: at 33.64% examples, 215933 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:57,122 : INFO : EPOCH 15 - PROGRESS: at 33.77% examples, 215931 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:58,137 : INFO : EPOCH 15 - PROGRESS: at 33.89% examples, 215956 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:42:59,177 : INFO : EPOCH 15 - PROGRESS: at 34.00% examples, 215957 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:00,235 : INFO : EPOCH 15 - PROGRESS: at 34.13% examples, 215937 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:01,244 : INFO : EPOCH 15 - PROGRESS: at 34.23% examples, 215953 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:02,283 : INFO : EPOCH 15 - PROGRESS: at 34.36% examples, 215941 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:03,324 : INFO : EPOCH 15 - PROGRESS: at 34.48% examples, 215956 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:04,324 : INFO : EPOCH 15 - PROGRESS: at 34.60% examples, 215955 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:05,370 : INFO : EPOCH 15 - PROGRESS: at 34.72% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:06,375 : INFO : EPOCH 15 - PROGRESS: at 34.82% examples, 215962 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:07,382 : INFO : EPOCH 15 - PROGRESS: at 34.93% examples, 215970 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:08,382 : INFO : EPOCH 15 - PROGRESS: at 35.05% examples, 215970 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:09,391 : INFO : EPOCH 15 - PROGRESS: at 35.15% examples, 215964 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:10,427 : INFO : EPOCH 15 - PROGRESS: at 35.28% examples, 215955 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:11,436 : INFO : EPOCH 15 - PROGRESS: at 35.39% examples, 215978 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:12,454 : INFO : EPOCH 15 - PROGRESS: at 35.50% examples, 215956 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:13,497 : INFO : EPOCH 15 - PROGRESS: at 35.63% examples, 215968 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:14,590 : INFO : EPOCH 15 - PROGRESS: at 35.76% examples, 215960 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:15,601 : INFO : EPOCH 15 - PROGRESS: at 35.87% examples, 216001 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:16,629 : INFO : EPOCH 15 - PROGRESS: at 36.01% examples, 215988 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:17,630 : INFO : EPOCH 15 - PROGRESS: at 36.11% examples, 215985 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:18,673 : INFO : EPOCH 15 - PROGRESS: at 36.23% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:19,689 : INFO : EPOCH 15 - PROGRESS: at 36.34% examples, 215974 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:20,711 : INFO : EPOCH 15 - PROGRESS: at 36.46% examples, 215988 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:21,760 : INFO : EPOCH 15 - PROGRESS: at 36.57% examples, 215993 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:22,789 : INFO : EPOCH 15 - PROGRESS: at 36.69% examples, 215978 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:23,803 : INFO : EPOCH 15 - PROGRESS: at 36.79% examples, 215990 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:24,809 : INFO : EPOCH 15 - PROGRESS: at 36.90% examples, 215990 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:25,837 : INFO : EPOCH 15 - PROGRESS: at 37.01% examples, 215984 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:26,839 : INFO : EPOCH 15 - PROGRESS: at 37.12% examples, 215985 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:27,870 : INFO : EPOCH 15 - PROGRESS: at 37.24% examples, 215980 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:28,902 : INFO : EPOCH 15 - PROGRESS: at 37.38% examples, 215982 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:29,925 : INFO : EPOCH 15 - PROGRESS: at 37.49% examples, 215978 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:30,929 : INFO : EPOCH 15 - PROGRESS: at 37.63% examples, 216031 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:31,935 : INFO : EPOCH 15 - PROGRESS: at 37.73% examples, 215976 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:32,989 : INFO : EPOCH 15 - PROGRESS: at 37.86% examples, 215977 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:34,022 : INFO : EPOCH 15 - PROGRESS: at 37.99% examples, 215996 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:35,038 : INFO : EPOCH 15 - PROGRESS: at 38.10% examples, 216004 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:36,120 : INFO : EPOCH 15 - PROGRESS: at 38.23% examples, 215982 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:43:37,120 : INFO : EPOCH 15 - PROGRESS: at 38.35% examples, 216012 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:38,158 : INFO : EPOCH 15 - PROGRESS: at 38.46% examples, 216006 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:39,211 : INFO : EPOCH 15 - PROGRESS: at 38.61% examples, 216005 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:40,229 : INFO : EPOCH 15 - PROGRESS: at 38.74% examples, 216012 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:41,281 : INFO : EPOCH 15 - PROGRESS: at 38.87% examples, 216010 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:42,296 : INFO : EPOCH 15 - PROGRESS: at 39.00% examples, 216031 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:43,332 : INFO : EPOCH 15 - PROGRESS: at 39.11% examples, 216024 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:44,355 : INFO : EPOCH 15 - PROGRESS: at 39.24% examples, 216031 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:45,382 : INFO : EPOCH 15 - PROGRESS: at 39.35% examples, 216002 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:46,410 : INFO : EPOCH 15 - PROGRESS: at 39.47% examples, 216028 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:47,423 : INFO : EPOCH 15 - PROGRESS: at 39.57% examples, 216019 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:48,445 : INFO : EPOCH 15 - PROGRESS: at 39.68% examples, 216016 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:49,490 : INFO : EPOCH 15 - PROGRESS: at 39.80% examples, 216003 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:50,506 : INFO : EPOCH 15 - PROGRESS: at 39.92% examples, 216019 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:51,522 : INFO : EPOCH 15 - PROGRESS: at 40.03% examples, 216016 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:52,529 : INFO : EPOCH 15 - PROGRESS: at 40.15% examples, 216035 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:53,587 : INFO : EPOCH 15 - PROGRESS: at 40.28% examples, 216024 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:54,613 : INFO : EPOCH 15 - PROGRESS: at 40.39% examples, 216023 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:55,623 : INFO : EPOCH 15 - PROGRESS: at 40.50% examples, 216018 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:56,652 : INFO : EPOCH 15 - PROGRESS: at 40.62% examples, 216036 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:57,671 : INFO : EPOCH 15 - PROGRESS: at 40.72% examples, 216028 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:58,737 : INFO : EPOCH 15 - PROGRESS: at 40.86% examples, 216026 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:43:59,738 : INFO : EPOCH 15 - PROGRESS: at 40.97% examples, 216042 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:00,813 : INFO : EPOCH 15 - PROGRESS: at 41.10% examples, 216027 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:01,858 : INFO : EPOCH 15 - PROGRESS: at 41.21% examples, 216021 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:02,897 : INFO : EPOCH 15 - PROGRESS: at 41.34% examples, 216018 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:03,898 : INFO : EPOCH 15 - PROGRESS: at 41.46% examples, 216053 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:04,928 : INFO : EPOCH 15 - PROGRESS: at 41.56% examples, 216024 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:05,958 : INFO : EPOCH 15 - PROGRESS: at 41.68% examples, 216035 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:06,972 : INFO : EPOCH 15 - PROGRESS: at 41.82% examples, 216030 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:08,028 : INFO : EPOCH 15 - PROGRESS: at 41.95% examples, 216032 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:09,045 : INFO : EPOCH 15 - PROGRESS: at 42.08% examples, 216044 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:44:10,060 : INFO : EPOCH 15 - PROGRESS: at 42.19% examples, 216056 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:11,064 : INFO : EPOCH 15 - PROGRESS: at 42.30% examples, 216047 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:12,069 : INFO : EPOCH 15 - PROGRESS: at 42.41% examples, 216048 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:13,083 : INFO : EPOCH 15 - PROGRESS: at 42.53% examples, 216039 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:14,097 : INFO : EPOCH 15 - PROGRESS: at 42.65% examples, 216050 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:15,108 : INFO : EPOCH 15 - PROGRESS: at 42.77% examples, 216042 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:16,123 : INFO : EPOCH 15 - PROGRESS: at 42.89% examples, 216041 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:17,156 : INFO : EPOCH 15 - PROGRESS: at 42.99% examples, 216032 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:18,198 : INFO : EPOCH 15 - PROGRESS: at 43.12% examples, 216031 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:19,199 : INFO : EPOCH 15 - PROGRESS: at 43.23% examples, 216061 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:20,289 : INFO : EPOCH 15 - PROGRESS: at 43.33% examples, 216028 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:21,365 : INFO : EPOCH 15 - PROGRESS: at 43.46% examples, 216032 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:22,394 : INFO : EPOCH 15 - PROGRESS: at 43.57% examples, 216026 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:23,421 : INFO : EPOCH 15 - PROGRESS: at 43.71% examples, 216056 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:24,429 : INFO : EPOCH 15 - PROGRESS: at 43.83% examples, 216047 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:25,514 : INFO : EPOCH 15 - PROGRESS: at 43.95% examples, 216046 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:26,537 : INFO : EPOCH 15 - PROGRESS: at 44.09% examples, 216067 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:27,548 : INFO : EPOCH 15 - PROGRESS: at 44.19% examples, 216060 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:28,550 : INFO : EPOCH 15 - PROGRESS: at 44.30% examples, 216046 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:29,565 : INFO : EPOCH 15 - PROGRESS: at 44.44% examples, 216076 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:30,588 : INFO : EPOCH 15 - PROGRESS: at 44.55% examples, 216050 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:31,592 : INFO : EPOCH 15 - PROGRESS: at 44.66% examples, 216070 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:32,607 : INFO : EPOCH 15 - PROGRESS: at 44.76% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:33,641 : INFO : EPOCH 15 - PROGRESS: at 44.88% examples, 216073 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:34,654 : INFO : EPOCH 15 - PROGRESS: at 44.98% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:35,664 : INFO : EPOCH 15 - PROGRESS: at 45.11% examples, 216086 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:36,699 : INFO : EPOCH 15 - PROGRESS: at 45.24% examples, 216053 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:37,733 : INFO : EPOCH 15 - PROGRESS: at 45.37% examples, 216064 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:44:38,745 : INFO : EPOCH 15 - PROGRESS: at 45.49% examples, 216090 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:39,755 : INFO : EPOCH 15 - PROGRESS: at 45.60% examples, 216065 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:40,766 : INFO : EPOCH 15 - PROGRESS: at 45.73% examples, 216068 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:41,794 : INFO : EPOCH 15 - PROGRESS: at 45.84% examples, 216063 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:42,862 : INFO : EPOCH 15 - PROGRESS: at 45.95% examples, 216059 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:43,914 : INFO : EPOCH 15 - PROGRESS: at 46.08% examples, 216074 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:44,938 : INFO : EPOCH 15 - PROGRESS: at 46.19% examples, 216070 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:45,989 : INFO : EPOCH 15 - PROGRESS: at 46.32% examples, 216054 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:44:47,053 : INFO : EPOCH 15 - PROGRESS: at 46.44% examples, 216071 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:48,125 : INFO : EPOCH 15 - PROGRESS: at 46.56% examples, 216055 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:49,156 : INFO : EPOCH 15 - PROGRESS: at 46.69% examples, 216076 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:50,189 : INFO : EPOCH 15 - PROGRESS: at 46.80% examples, 216070 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:51,201 : INFO : EPOCH 15 - PROGRESS: at 46.92% examples, 216096 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:52,220 : INFO : EPOCH 15 - PROGRESS: at 47.06% examples, 216073 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:53,253 : INFO : EPOCH 15 - PROGRESS: at 47.17% examples, 216065 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:54,264 : INFO : EPOCH 15 - PROGRESS: at 47.27% examples, 216060 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:55,303 : INFO : EPOCH 15 - PROGRESS: at 47.40% examples, 216067 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:56,307 : INFO : EPOCH 15 - PROGRESS: at 47.51% examples, 216077 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:57,362 : INFO : EPOCH 15 - PROGRESS: at 47.62% examples, 216064 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:58,385 : INFO : EPOCH 15 - PROGRESS: at 47.74% examples, 216085 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:44:59,401 : INFO : EPOCH 15 - PROGRESS: at 47.86% examples, 216089 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:00,442 : INFO : EPOCH 15 - PROGRESS: at 47.97% examples, 216056 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:01,444 : INFO : EPOCH 15 - PROGRESS: at 48.11% examples, 216061 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:02,466 : INFO : EPOCH 15 - PROGRESS: at 48.24% examples, 216088 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:03,473 : INFO : EPOCH 15 - PROGRESS: at 48.34% examples, 216076 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:04,497 : INFO : EPOCH 15 - PROGRESS: at 48.46% examples, 216076 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:05,528 : INFO : EPOCH 15 - PROGRESS: at 48.57% examples, 216082 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:06,580 : INFO : EPOCH 15 - PROGRESS: at 48.69% examples, 216072 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:07,590 : INFO : EPOCH 15 - PROGRESS: at 48.80% examples, 216080 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:08,610 : INFO : EPOCH 15 - PROGRESS: at 48.91% examples, 216084 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:09,612 : INFO : EPOCH 15 - PROGRESS: at 49.02% examples, 216087 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:10,612 : INFO : EPOCH 15 - PROGRESS: at 49.13% examples, 216101 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:11,616 : INFO : EPOCH 15 - PROGRESS: at 49.25% examples, 216100 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:12,637 : INFO : EPOCH 15 - PROGRESS: at 49.36% examples, 216076 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:13,701 : INFO : EPOCH 15 - PROGRESS: at 49.49% examples, 216075 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:14,734 : INFO : EPOCH 15 - PROGRESS: at 49.60% examples, 216079 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:45:15,754 : INFO : EPOCH 15 - PROGRESS: at 49.71% examples, 216092 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:16,781 : INFO : EPOCH 15 - PROGRESS: at 49.83% examples, 216085 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:17,782 : INFO : EPOCH 15 - PROGRESS: at 49.95% examples, 216108 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:18,856 : INFO : EPOCH 15 - PROGRESS: at 50.06% examples, 216079 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:19,857 : INFO : EPOCH 15 - PROGRESS: at 50.18% examples, 216093 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:20,873 : INFO : EPOCH 15 - PROGRESS: at 50.31% examples, 216100 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:21,932 : INFO : EPOCH 15 - PROGRESS: at 50.42% examples, 216082 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:22,948 : INFO : EPOCH 15 - PROGRESS: at 50.52% examples, 216098 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:23,964 : INFO : EPOCH 15 - PROGRESS: at 50.64% examples, 216102 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:24,966 : INFO : EPOCH 15 - PROGRESS: at 50.74% examples, 216088 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:26,020 : INFO : EPOCH 15 - PROGRESS: at 50.85% examples, 216093 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:27,096 : INFO : EPOCH 15 - PROGRESS: at 50.98% examples, 216091 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:28,105 : INFO : EPOCH 15 - PROGRESS: at 51.09% examples, 216113 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:29,146 : INFO : EPOCH 15 - PROGRESS: at 51.21% examples, 216109 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:30,147 : INFO : EPOCH 15 - PROGRESS: at 51.31% examples, 216089 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:31,199 : INFO : EPOCH 15 - PROGRESS: at 51.43% examples, 216102 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:32,203 : INFO : EPOCH 15 - PROGRESS: at 51.53% examples, 216105 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:33,214 : INFO : EPOCH 15 - PROGRESS: at 51.65% examples, 216083 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:34,253 : INFO : EPOCH 15 - PROGRESS: at 51.77% examples, 216104 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:35,256 : INFO : EPOCH 15 - PROGRESS: at 51.86% examples, 216104 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:36,295 : INFO : EPOCH 15 - PROGRESS: at 51.98% examples, 216109 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:37,324 : INFO : EPOCH 15 - PROGRESS: at 52.11% examples, 216107 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:38,351 : INFO : EPOCH 15 - PROGRESS: at 52.23% examples, 216108 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:39,363 : INFO : EPOCH 15 - PROGRESS: at 52.36% examples, 216092 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:40,412 : INFO : EPOCH 15 - PROGRESS: at 52.50% examples, 216103 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:45:41,414 : INFO : EPOCH 15 - PROGRESS: at 52.62% examples, 216101 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:42,452 : INFO : EPOCH 15 - PROGRESS: at 52.75% examples, 216109 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:43,471 : INFO : EPOCH 15 - PROGRESS: at 52.87% examples, 216125 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:44,477 : INFO : EPOCH 15 - PROGRESS: at 52.99% examples, 216112 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:45,567 : INFO : EPOCH 15 - PROGRESS: at 53.10% examples, 216105 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:46,575 : INFO : EPOCH 15 - PROGRESS: at 53.23% examples, 216136 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:47,598 : INFO : EPOCH 15 - PROGRESS: at 53.33% examples, 216112 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:48,609 : INFO : EPOCH 15 - PROGRESS: at 53.47% examples, 216127 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:49,631 : INFO : EPOCH 15 - PROGRESS: at 53.58% examples, 216120 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:50,636 : INFO : EPOCH 15 - PROGRESS: at 53.72% examples, 216129 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:51,653 : INFO : EPOCH 15 - PROGRESS: at 53.83% examples, 216116 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:52,692 : INFO : EPOCH 15 - PROGRESS: at 53.95% examples, 216122 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:53,760 : INFO : EPOCH 15 - PROGRESS: at 54.07% examples, 216127 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:54,784 : INFO : EPOCH 15 - PROGRESS: at 54.18% examples, 216136 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:55,843 : INFO : EPOCH 15 - PROGRESS: at 54.32% examples, 216130 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:56,854 : INFO : EPOCH 15 - PROGRESS: at 54.43% examples, 216139 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:57,920 : INFO : EPOCH 15 - PROGRESS: at 54.55% examples, 216125 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:45:58,980 : INFO : EPOCH 15 - PROGRESS: at 54.68% examples, 216128 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:00,006 : INFO : EPOCH 15 - PROGRESS: at 54.79% examples, 216134 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:01,043 : INFO : EPOCH 15 - PROGRESS: at 54.91% examples, 216136 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:02,051 : INFO : EPOCH 15 - PROGRESS: at 55.02% examples, 216130 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:03,097 : INFO : EPOCH 15 - PROGRESS: at 55.12% examples, 216129 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:04,130 : INFO : EPOCH 15 - PROGRESS: at 55.25% examples, 216144 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:05,145 : INFO : EPOCH 15 - PROGRESS: at 55.35% examples, 216151 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:06,154 : INFO : EPOCH 15 - PROGRESS: at 55.48% examples, 216142 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:07,175 : INFO : EPOCH 15 - PROGRESS: at 55.58% examples, 216129 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:08,249 : INFO : EPOCH 15 - PROGRESS: at 55.70% examples, 216133 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:09,269 : INFO : EPOCH 15 - PROGRESS: at 55.81% examples, 216145 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:10,284 : INFO : EPOCH 15 - PROGRESS: at 55.94% examples, 216132 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:11,361 : INFO : EPOCH 15 - PROGRESS: at 56.07% examples, 216129 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:12,409 : INFO : EPOCH 15 - PROGRESS: at 56.19% examples, 216127 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:13,427 : INFO : EPOCH 15 - PROGRESS: at 56.32% examples, 216147 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:14,440 : INFO : EPOCH 15 - PROGRESS: at 56.42% examples, 216150 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:15,441 : INFO : EPOCH 15 - PROGRESS: at 56.53% examples, 216145 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:16,443 : INFO : EPOCH 15 - PROGRESS: at 56.65% examples, 216127 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:17,451 : INFO : EPOCH 15 - PROGRESS: at 56.77% examples, 216145 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:18,486 : INFO : EPOCH 15 - PROGRESS: at 56.88% examples, 216124 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:19,524 : INFO : EPOCH 15 - PROGRESS: at 57.01% examples, 216131 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:20,570 : INFO : EPOCH 15 - PROGRESS: at 57.14% examples, 216131 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:21,584 : INFO : EPOCH 15 - PROGRESS: at 57.26% examples, 216135 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:22,604 : INFO : EPOCH 15 - PROGRESS: at 57.37% examples, 216145 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:23,632 : INFO : EPOCH 15 - PROGRESS: at 57.48% examples, 216140 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:24,705 : INFO : EPOCH 15 - PROGRESS: at 57.60% examples, 216131 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:25,760 : INFO : EPOCH 15 - PROGRESS: at 57.72% examples, 216127 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:26,762 : INFO : EPOCH 15 - PROGRESS: at 57.82% examples, 216138 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:27,797 : INFO : EPOCH 15 - PROGRESS: at 57.93% examples, 216126 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:28,816 : INFO : EPOCH 15 - PROGRESS: at 58.04% examples, 216135 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:29,840 : INFO : EPOCH 15 - PROGRESS: at 58.16% examples, 216135 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:30,843 : INFO : EPOCH 15 - PROGRESS: at 58.29% examples, 216138 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:31,846 : INFO : EPOCH 15 - PROGRESS: at 58.41% examples, 216140 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:32,871 : INFO : EPOCH 15 - PROGRESS: at 58.54% examples, 216128 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:33,937 : INFO : EPOCH 15 - PROGRESS: at 58.67% examples, 216128 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:34,973 : INFO : EPOCH 15 - PROGRESS: at 58.78% examples, 216137 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:36,028 : INFO : EPOCH 15 - PROGRESS: at 58.89% examples, 216132 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:37,030 : INFO : EPOCH 15 - PROGRESS: at 59.01% examples, 216128 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:38,047 : INFO : EPOCH 15 - PROGRESS: at 59.11% examples, 216112 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:39,058 : INFO : EPOCH 15 - PROGRESS: at 59.23% examples, 216105 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:40,082 : INFO : EPOCH 15 - PROGRESS: at 59.35% examples, 216108 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:41,114 : INFO : EPOCH 15 - PROGRESS: at 59.46% examples, 216108 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:42,147 : INFO : EPOCH 15 - PROGRESS: at 59.59% examples, 216110 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:43,182 : INFO : EPOCH 15 - PROGRESS: at 59.72% examples, 216117 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:44,240 : INFO : EPOCH 15 - PROGRESS: at 59.83% examples, 216100 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:45,240 : INFO : EPOCH 15 - PROGRESS: at 59.96% examples, 216120 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:46,267 : INFO : EPOCH 15 - PROGRESS: at 60.07% examples, 216108 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:47,323 : INFO : EPOCH 15 - PROGRESS: at 60.20% examples, 216087 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:48,329 : INFO : EPOCH 15 - PROGRESS: at 60.30% examples, 216095 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:49,352 : INFO : EPOCH 15 - PROGRESS: at 60.42% examples, 216084 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:50,386 : INFO : EPOCH 15 - PROGRESS: at 60.54% examples, 216084 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:51,447 : INFO : EPOCH 15 - PROGRESS: at 60.69% examples, 216084 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:52,460 : INFO : EPOCH 15 - PROGRESS: at 60.81% examples, 216094 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:53,496 : INFO : EPOCH 15 - PROGRESS: at 60.94% examples, 216052 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:54,583 : INFO : EPOCH 15 - PROGRESS: at 61.05% examples, 215975 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:55,612 : INFO : EPOCH 15 - PROGRESS: at 61.16% examples, 215934 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:56,644 : INFO : EPOCH 15 - PROGRESS: at 61.26% examples, 215920 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:57,710 : INFO : EPOCH 15 - PROGRESS: at 61.38% examples, 215923 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:58,727 : INFO : EPOCH 15 - PROGRESS: at 61.50% examples, 215928 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:46:59,737 : INFO : EPOCH 15 - PROGRESS: at 61.62% examples, 215936 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:00,761 : INFO : EPOCH 15 - PROGRESS: at 61.75% examples, 215917 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:01,786 : INFO : EPOCH 15 - PROGRESS: at 61.90% examples, 215932 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:02,791 : INFO : EPOCH 15 - PROGRESS: at 62.02% examples, 215942 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:03,889 : INFO : EPOCH 15 - PROGRESS: at 62.15% examples, 215915 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:04,906 : INFO : EPOCH 15 - PROGRESS: at 62.27% examples, 215930 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:05,913 : INFO : EPOCH 15 - PROGRESS: at 62.38% examples, 215934 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:06,948 : INFO : EPOCH 15 - PROGRESS: at 62.50% examples, 215927 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:07,957 : INFO : EPOCH 15 - PROGRESS: at 62.63% examples, 215932 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:09,009 : INFO : EPOCH 15 - PROGRESS: at 62.77% examples, 215915 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:10,056 : INFO : EPOCH 15 - PROGRESS: at 62.90% examples, 215921 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:11,059 : INFO : EPOCH 15 - PROGRESS: at 63.03% examples, 215944 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:12,084 : INFO : EPOCH 15 - PROGRESS: at 63.14% examples, 215923 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:13,109 : INFO : EPOCH 15 - PROGRESS: at 63.25% examples, 215930 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:14,123 : INFO : EPOCH 15 - PROGRESS: at 63.35% examples, 215931 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:15,190 : INFO : EPOCH 15 - PROGRESS: at 63.48% examples, 215923 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:16,235 : INFO : EPOCH 15 - PROGRESS: at 63.59% examples, 215923 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:17,239 : INFO : EPOCH 15 - PROGRESS: at 63.70% examples, 215938 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:18,261 : INFO : EPOCH 15 - PROGRESS: at 63.82% examples, 215935 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:19,299 : INFO : EPOCH 15 - PROGRESS: at 63.93% examples, 215928 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:20,304 : INFO : EPOCH 15 - PROGRESS: at 64.04% examples, 215941 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:21,313 : INFO : EPOCH 15 - PROGRESS: at 64.16% examples, 215939 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:22,324 : INFO : EPOCH 15 - PROGRESS: at 64.25% examples, 215933 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:23,346 : INFO : EPOCH 15 - PROGRESS: at 64.37% examples, 215924 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:24,355 : INFO : EPOCH 15 - PROGRESS: at 64.50% examples, 215949 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:25,405 : INFO : EPOCH 15 - PROGRESS: at 64.59% examples, 215935 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:26,413 : INFO : EPOCH 15 - PROGRESS: at 64.72% examples, 215944 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:27,464 : INFO : EPOCH 15 - PROGRESS: at 64.85% examples, 215938 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:28,475 : INFO : EPOCH 15 - PROGRESS: at 64.97% examples, 215936 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:29,502 : INFO : EPOCH 15 - PROGRESS: at 65.08% examples, 215933 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:30,537 : INFO : EPOCH 15 - PROGRESS: at 65.22% examples, 215943 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:31,550 : INFO : EPOCH 15 - PROGRESS: at 65.34% examples, 215951 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:32,596 : INFO : EPOCH 15 - PROGRESS: at 65.47% examples, 215943 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:33,651 : INFO : EPOCH 15 - PROGRESS: at 65.58% examples, 215938 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:34,670 : INFO : EPOCH 15 - PROGRESS: at 65.70% examples, 215954 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:35,678 : INFO : EPOCH 15 - PROGRESS: at 65.83% examples, 215956 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:36,696 : INFO : EPOCH 15 - PROGRESS: at 65.94% examples, 215949 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:37,700 : INFO : EPOCH 15 - PROGRESS: at 66.05% examples, 215948 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:38,713 : INFO : EPOCH 15 - PROGRESS: at 66.17% examples, 215955 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:39,742 : INFO : EPOCH 15 - PROGRESS: at 66.28% examples, 215944 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:40,828 : INFO : EPOCH 15 - PROGRESS: at 66.43% examples, 215938 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:41,843 : INFO : EPOCH 15 - PROGRESS: at 66.54% examples, 215950 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:42,844 : INFO : EPOCH 15 - PROGRESS: at 66.65% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:43,869 : INFO : EPOCH 15 - PROGRESS: at 66.76% examples, 215959 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:44,877 : INFO : EPOCH 15 - PROGRESS: at 66.89% examples, 215951 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:45,884 : INFO : EPOCH 15 - PROGRESS: at 67.01% examples, 215957 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:46,917 : INFO : EPOCH 15 - PROGRESS: at 67.12% examples, 215965 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:47,930 : INFO : EPOCH 15 - PROGRESS: at 67.25% examples, 215955 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:49,004 : INFO : EPOCH 15 - PROGRESS: at 67.39% examples, 215956 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:50,037 : INFO : EPOCH 15 - PROGRESS: at 67.51% examples, 215962 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:51,042 : INFO : EPOCH 15 - PROGRESS: at 67.63% examples, 215962 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:52,048 : INFO : EPOCH 15 - PROGRESS: at 67.74% examples, 215964 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:53,057 : INFO : EPOCH 15 - PROGRESS: at 67.85% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:54,073 : INFO : EPOCH 15 - PROGRESS: at 67.97% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:55,095 : INFO : EPOCH 15 - PROGRESS: at 68.08% examples, 215959 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:56,104 : INFO : EPOCH 15 - PROGRESS: at 68.22% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:57,125 : INFO : EPOCH 15 - PROGRESS: at 68.35% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:58,130 : INFO : EPOCH 15 - PROGRESS: at 68.45% examples, 215968 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:47:59,153 : INFO : EPOCH 15 - PROGRESS: at 68.56% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:00,187 : INFO : EPOCH 15 - PROGRESS: at 68.69% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:01,197 : INFO : EPOCH 15 - PROGRESS: at 68.82% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:02,223 : INFO : EPOCH 15 - PROGRESS: at 68.92% examples, 215965 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:03,232 : INFO : EPOCH 15 - PROGRESS: at 69.02% examples, 215975 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:04,287 : INFO : EPOCH 15 - PROGRESS: at 69.13% examples, 215964 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:05,293 : INFO : EPOCH 15 - PROGRESS: at 69.25% examples, 215977 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:06,310 : INFO : EPOCH 15 - PROGRESS: at 69.37% examples, 215970 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:07,317 : INFO : EPOCH 15 - PROGRESS: at 69.50% examples, 215975 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:08,327 : INFO : EPOCH 15 - PROGRESS: at 69.62% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:09,416 : INFO : EPOCH 15 - PROGRESS: at 69.74% examples, 215962 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:10,429 : INFO : EPOCH 15 - PROGRESS: at 69.86% examples, 215975 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:11,432 : INFO : EPOCH 15 - PROGRESS: at 69.99% examples, 215984 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:12,432 : INFO : EPOCH 15 - PROGRESS: at 70.09% examples, 215984 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:13,438 : INFO : EPOCH 15 - PROGRESS: at 70.22% examples, 215974 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:14,443 : INFO : EPOCH 15 - PROGRESS: at 70.33% examples, 215989 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:15,465 : INFO : EPOCH 15 - PROGRESS: at 70.44% examples, 215977 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:16,483 : INFO : EPOCH 15 - PROGRESS: at 70.57% examples, 215986 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:17,495 : INFO : EPOCH 15 - PROGRESS: at 70.69% examples, 215985 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:18,497 : INFO : EPOCH 15 - PROGRESS: at 70.81% examples, 215990 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:48:19,512 : INFO : EPOCH 15 - PROGRESS: at 70.92% examples, 215985 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:20,531 : INFO : EPOCH 15 - PROGRESS: at 71.05% examples, 215991 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:21,536 : INFO : EPOCH 15 - PROGRESS: at 71.17% examples, 215989 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:22,556 : INFO : EPOCH 15 - PROGRESS: at 71.29% examples, 215995 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:23,597 : INFO : EPOCH 15 - PROGRESS: at 71.37% examples, 215983 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:24,613 : INFO : EPOCH 15 - PROGRESS: at 71.50% examples, 215986 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:25,620 : INFO : EPOCH 15 - PROGRESS: at 71.62% examples, 215974 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:26,643 : INFO : EPOCH 15 - PROGRESS: at 71.73% examples, 215989 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:27,661 : INFO : EPOCH 15 - PROGRESS: at 71.86% examples, 215986 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:28,699 : INFO : EPOCH 15 - PROGRESS: at 71.98% examples, 215984 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:29,743 : INFO : EPOCH 15 - PROGRESS: at 72.11% examples, 215981 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:30,754 : INFO : EPOCH 15 - PROGRESS: at 72.21% examples, 215991 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:31,776 : INFO : EPOCH 15 - PROGRESS: at 72.36% examples, 215988 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:32,781 : INFO : EPOCH 15 - PROGRESS: at 72.46% examples, 215998 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:33,788 : INFO : EPOCH 15 - PROGRESS: at 72.57% examples, 215991 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:34,790 : INFO : EPOCH 15 - PROGRESS: at 72.69% examples, 215993 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:35,796 : INFO : EPOCH 15 - PROGRESS: at 72.81% examples, 216005 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:36,813 : INFO : EPOCH 15 - PROGRESS: at 72.94% examples, 216005 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:37,814 : INFO : EPOCH 15 - PROGRESS: at 73.07% examples, 216005 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:38,834 : INFO : EPOCH 15 - PROGRESS: at 73.20% examples, 216003 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:39,838 : INFO : EPOCH 15 - PROGRESS: at 73.31% examples, 216009 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:40,859 : INFO : EPOCH 15 - PROGRESS: at 73.45% examples, 216008 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:41,875 : INFO : EPOCH 15 - PROGRESS: at 73.57% examples, 216005 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:42,880 : INFO : EPOCH 15 - PROGRESS: at 73.68% examples, 215995 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:43,901 : INFO : EPOCH 15 - PROGRESS: at 73.78% examples, 215998 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:44,905 : INFO : EPOCH 15 - PROGRESS: at 73.90% examples, 216019 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:45,916 : INFO : EPOCH 15 - PROGRESS: at 74.02% examples, 216004 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:47,007 : INFO : EPOCH 15 - PROGRESS: at 74.14% examples, 216001 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:48,034 : INFO : EPOCH 15 - PROGRESS: at 74.25% examples, 216016 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:49,063 : INFO : EPOCH 15 - PROGRESS: at 74.38% examples, 216016 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:50,136 : INFO : EPOCH 15 - PROGRESS: at 74.51% examples, 216011 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:51,138 : INFO : EPOCH 15 - PROGRESS: at 74.63% examples, 216007 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:52,197 : INFO : EPOCH 15 - PROGRESS: at 74.75% examples, 216008 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:53,227 : INFO : EPOCH 15 - PROGRESS: at 74.87% examples, 216018 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:54,227 : INFO : EPOCH 15 - PROGRESS: at 75.00% examples, 216021 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:55,272 : INFO : EPOCH 15 - PROGRESS: at 75.11% examples, 216007 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:56,278 : INFO : EPOCH 15 - PROGRESS: at 75.22% examples, 216024 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:57,298 : INFO : EPOCH 15 - PROGRESS: at 75.33% examples, 216001 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:58,343 : INFO : EPOCH 15 - PROGRESS: at 75.46% examples, 216012 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:48:59,351 : INFO : EPOCH 15 - PROGRESS: at 75.58% examples, 216010 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:00,371 : INFO : EPOCH 15 - PROGRESS: at 75.71% examples, 216011 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:01,387 : INFO : EPOCH 15 - PROGRESS: at 75.82% examples, 216015 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:02,395 : INFO : EPOCH 15 - PROGRESS: at 75.94% examples, 216018 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:03,396 : INFO : EPOCH 15 - PROGRESS: at 76.06% examples, 216019 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:04,401 : INFO : EPOCH 15 - PROGRESS: at 76.18% examples, 216013 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:05,441 : INFO : EPOCH 15 - PROGRESS: at 76.29% examples, 216011 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:06,468 : INFO : EPOCH 15 - PROGRESS: at 76.44% examples, 216012 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:07,492 : INFO : EPOCH 15 - PROGRESS: at 76.55% examples, 216018 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:08,513 : INFO : EPOCH 15 - PROGRESS: at 76.65% examples, 216011 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:09,551 : INFO : EPOCH 15 - PROGRESS: at 76.78% examples, 216017 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:10,551 : INFO : EPOCH 15 - PROGRESS: at 76.90% examples, 216015 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:11,552 : INFO : EPOCH 15 - PROGRESS: at 77.01% examples, 216016 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:12,561 : INFO : EPOCH 15 - PROGRESS: at 77.11% examples, 216016 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:13,568 : INFO : EPOCH 15 - PROGRESS: at 77.23% examples, 216030 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:14,590 : INFO : EPOCH 15 - PROGRESS: at 77.35% examples, 216027 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:15,600 : INFO : EPOCH 15 - PROGRESS: at 77.46% examples, 216026 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:16,604 : INFO : EPOCH 15 - PROGRESS: at 77.57% examples, 216033 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:17,615 : INFO : EPOCH 15 - PROGRESS: at 77.68% examples, 216027 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:18,659 : INFO : EPOCH 15 - PROGRESS: at 77.79% examples, 216026 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:19,660 : INFO : EPOCH 15 - PROGRESS: at 77.91% examples, 216027 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:20,677 : INFO : EPOCH 15 - PROGRESS: at 78.04% examples, 216029 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:49:21,678 : INFO : EPOCH 15 - PROGRESS: at 78.17% examples, 216030 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:22,721 : INFO : EPOCH 15 - PROGRESS: at 78.29% examples, 216028 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:23,748 : INFO : EPOCH 15 - PROGRESS: at 78.41% examples, 216029 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:24,812 : INFO : EPOCH 15 - PROGRESS: at 78.54% examples, 216029 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:25,828 : INFO : EPOCH 15 - PROGRESS: at 78.67% examples, 216036 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:26,848 : INFO : EPOCH 15 - PROGRESS: at 78.79% examples, 216035 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:27,868 : INFO : EPOCH 15 - PROGRESS: at 78.91% examples, 216034 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:28,877 : INFO : EPOCH 15 - PROGRESS: at 79.04% examples, 216032 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:29,879 : INFO : EPOCH 15 - PROGRESS: at 79.18% examples, 216037 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:30,913 : INFO : EPOCH 15 - PROGRESS: at 79.30% examples, 216032 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:31,916 : INFO : EPOCH 15 - PROGRESS: at 79.40% examples, 216037 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:32,966 : INFO : EPOCH 15 - PROGRESS: at 79.54% examples, 216031 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:33,979 : INFO : EPOCH 15 - PROGRESS: at 79.65% examples, 216031 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:35,041 : INFO : EPOCH 15 - PROGRESS: at 79.77% examples, 216036 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:36,065 : INFO : EPOCH 15 - PROGRESS: at 79.89% examples, 216048 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:37,086 : INFO : EPOCH 15 - PROGRESS: at 80.01% examples, 216034 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:38,124 : INFO : EPOCH 15 - PROGRESS: at 80.14% examples, 216034 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:39,139 : INFO : EPOCH 15 - PROGRESS: at 80.25% examples, 216030 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:40,255 : INFO : EPOCH 15 - PROGRESS: at 80.35% examples, 216028 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:41,262 : INFO : EPOCH 15 - PROGRESS: at 80.47% examples, 216039 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:42,263 : INFO : EPOCH 15 - PROGRESS: at 80.58% examples, 216042 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:43,308 : INFO : EPOCH 15 - PROGRESS: at 80.70% examples, 216032 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:44,315 : INFO : EPOCH 15 - PROGRESS: at 80.83% examples, 216045 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:45,364 : INFO : EPOCH 15 - PROGRESS: at 80.95% examples, 216041 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:46,456 : INFO : EPOCH 15 - PROGRESS: at 81.06% examples, 216033 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:47,476 : INFO : EPOCH 15 - PROGRESS: at 81.18% examples, 216036 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:49:48,548 : INFO : EPOCH 15 - PROGRESS: at 81.31% examples, 216037 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:49,551 : INFO : EPOCH 15 - PROGRESS: at 81.44% examples, 216049 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:50,553 : INFO : EPOCH 15 - PROGRESS: at 81.55% examples, 216049 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:51,555 : INFO : EPOCH 15 - PROGRESS: at 81.66% examples, 216045 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:52,563 : INFO : EPOCH 15 - PROGRESS: at 81.77% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:53,567 : INFO : EPOCH 15 - PROGRESS: at 81.87% examples, 216051 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:54,613 : INFO : EPOCH 15 - PROGRESS: at 82.02% examples, 216043 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:55,623 : INFO : EPOCH 15 - PROGRESS: at 82.15% examples, 216048 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:56,642 : INFO : EPOCH 15 - PROGRESS: at 82.26% examples, 216045 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:57,688 : INFO : EPOCH 15 - PROGRESS: at 82.39% examples, 216046 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:58,724 : INFO : EPOCH 15 - PROGRESS: at 82.50% examples, 216047 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:49:59,765 : INFO : EPOCH 15 - PROGRESS: at 82.66% examples, 216045 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:00,788 : INFO : EPOCH 15 - PROGRESS: at 82.78% examples, 216052 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:01,827 : INFO : EPOCH 15 - PROGRESS: at 82.90% examples, 216051 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:02,863 : INFO : EPOCH 15 - PROGRESS: at 82.99% examples, 216060 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:03,866 : INFO : EPOCH 15 - PROGRESS: at 83.11% examples, 216055 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:04,893 : INFO : EPOCH 15 - PROGRESS: at 83.24% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:05,895 : INFO : EPOCH 15 - PROGRESS: at 83.34% examples, 216051 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:06,907 : INFO : EPOCH 15 - PROGRESS: at 83.45% examples, 216052 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:07,910 : INFO : EPOCH 15 - PROGRESS: at 83.56% examples, 216052 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:08,936 : INFO : EPOCH 15 - PROGRESS: at 83.70% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:09,951 : INFO : EPOCH 15 - PROGRESS: at 83.82% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:10,951 : INFO : EPOCH 15 - PROGRESS: at 83.93% examples, 216059 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:11,953 : INFO : EPOCH 15 - PROGRESS: at 84.05% examples, 216057 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:12,973 : INFO : EPOCH 15 - PROGRESS: at 84.15% examples, 216055 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:13,992 : INFO : EPOCH 15 - PROGRESS: at 84.25% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:15,025 : INFO : EPOCH 15 - PROGRESS: at 84.39% examples, 216067 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:16,076 : INFO : EPOCH 15 - PROGRESS: at 84.51% examples, 216056 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:17,111 : INFO : EPOCH 15 - PROGRESS: at 84.63% examples, 216065 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:18,168 : INFO : EPOCH 15 - PROGRESS: at 84.76% examples, 216059 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:19,212 : INFO : EPOCH 15 - PROGRESS: at 84.86% examples, 216053 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:20,305 : INFO : EPOCH 15 - PROGRESS: at 84.98% examples, 216059 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:50:21,315 : INFO : EPOCH 15 - PROGRESS: at 85.10% examples, 216070 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:22,331 : INFO : EPOCH 15 - PROGRESS: at 85.22% examples, 216056 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:23,377 : INFO : EPOCH 15 - PROGRESS: at 85.33% examples, 216051 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:24,386 : INFO : EPOCH 15 - PROGRESS: at 85.46% examples, 216061 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:25,468 : INFO : EPOCH 15 - PROGRESS: at 85.59% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:26,473 : INFO : EPOCH 15 - PROGRESS: at 85.72% examples, 216062 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:27,524 : INFO : EPOCH 15 - PROGRESS: at 85.84% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:28,532 : INFO : EPOCH 15 - PROGRESS: at 85.97% examples, 216058 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:29,543 : INFO : EPOCH 15 - PROGRESS: at 86.10% examples, 216058 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:30,552 : INFO : EPOCH 15 - PROGRESS: at 86.20% examples, 216052 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:31,558 : INFO : EPOCH 15 - PROGRESS: at 86.30% examples, 216061 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:32,575 : INFO : EPOCH 15 - PROGRESS: at 86.41% examples, 216065 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:33,587 : INFO : EPOCH 15 - PROGRESS: at 86.52% examples, 216063 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:34,675 : INFO : EPOCH 15 - PROGRESS: at 86.63% examples, 216058 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:35,703 : INFO : EPOCH 15 - PROGRESS: at 86.76% examples, 216062 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:36,713 : INFO : EPOCH 15 - PROGRESS: at 86.87% examples, 216065 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:37,723 : INFO : EPOCH 15 - PROGRESS: at 86.98% examples, 216066 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:38,723 : INFO : EPOCH 15 - PROGRESS: at 87.10% examples, 216063 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:50:39,760 : INFO : EPOCH 15 - PROGRESS: at 87.21% examples, 216056 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:40,771 : INFO : EPOCH 15 - PROGRESS: at 87.32% examples, 216058 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:41,801 : INFO : EPOCH 15 - PROGRESS: at 87.44% examples, 216065 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:42,813 : INFO : EPOCH 15 - PROGRESS: at 87.58% examples, 216069 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:43,858 : INFO : EPOCH 15 - PROGRESS: at 87.68% examples, 216067 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:44,859 : INFO : EPOCH 15 - PROGRESS: at 87.77% examples, 216073 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:45,888 : INFO : EPOCH 15 - PROGRESS: at 87.89% examples, 216071 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:46,911 : INFO : EPOCH 15 - PROGRESS: at 88.02% examples, 216076 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:47,928 : INFO : EPOCH 15 - PROGRESS: at 88.15% examples, 216065 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:49,008 : INFO : EPOCH 15 - PROGRESS: at 88.29% examples, 216062 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:50,072 : INFO : EPOCH 15 - PROGRESS: at 88.40% examples, 216065 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:51,081 : INFO : EPOCH 15 - PROGRESS: at 88.53% examples, 216073 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:52,101 : INFO : EPOCH 15 - PROGRESS: at 88.64% examples, 216070 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:53,120 : INFO : EPOCH 15 - PROGRESS: at 88.76% examples, 216075 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:54,198 : INFO : EPOCH 15 - PROGRESS: at 88.88% examples, 216062 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:55,216 : INFO : EPOCH 15 - PROGRESS: at 88.99% examples, 216065 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:56,245 : INFO : EPOCH 15 - PROGRESS: at 89.12% examples, 216066 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:57,289 : INFO : EPOCH 15 - PROGRESS: at 89.23% examples, 216072 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:58,373 : INFO : EPOCH 15 - PROGRESS: at 89.34% examples, 216065 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:50:59,392 : INFO : EPOCH 15 - PROGRESS: at 89.49% examples, 216074 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:00,396 : INFO : EPOCH 15 - PROGRESS: at 89.59% examples, 216075 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:01,431 : INFO : EPOCH 15 - PROGRESS: at 89.69% examples, 216078 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:02,462 : INFO : EPOCH 15 - PROGRESS: at 89.81% examples, 216078 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:03,506 : INFO : EPOCH 15 - PROGRESS: at 89.91% examples, 216075 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:04,530 : INFO : EPOCH 15 - PROGRESS: at 90.03% examples, 216079 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:05,536 : INFO : EPOCH 15 - PROGRESS: at 90.14% examples, 216070 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:06,538 : INFO : EPOCH 15 - PROGRESS: at 90.27% examples, 216075 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:07,565 : INFO : EPOCH 15 - PROGRESS: at 90.38% examples, 216071 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:08,592 : INFO : EPOCH 15 - PROGRESS: at 90.50% examples, 216070 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:09,604 : INFO : EPOCH 15 - PROGRESS: at 90.62% examples, 216068 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:10,607 : INFO : EPOCH 15 - PROGRESS: at 90.75% examples, 216067 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:51:11,644 : INFO : EPOCH 15 - PROGRESS: at 90.87% examples, 216056 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:12,661 : INFO : EPOCH 15 - PROGRESS: at 90.98% examples, 216061 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:13,668 : INFO : EPOCH 15 - PROGRESS: at 91.08% examples, 216051 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:14,685 : INFO : EPOCH 15 - PROGRESS: at 91.18% examples, 216041 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:15,709 : INFO : EPOCH 15 - PROGRESS: at 91.31% examples, 216031 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:16,725 : INFO : EPOCH 15 - PROGRESS: at 91.41% examples, 216004 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:17,728 : INFO : EPOCH 15 - PROGRESS: at 91.48% examples, 215950 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:18,754 : INFO : EPOCH 15 - PROGRESS: at 91.60% examples, 215930 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:19,755 : INFO : EPOCH 15 - PROGRESS: at 91.72% examples, 215937 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:20,807 : INFO : EPOCH 15 - PROGRESS: at 91.83% examples, 215935 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:21,811 : INFO : EPOCH 15 - PROGRESS: at 91.94% examples, 215934 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:22,844 : INFO : EPOCH 15 - PROGRESS: at 92.07% examples, 215931 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:23,865 : INFO : EPOCH 15 - PROGRESS: at 92.21% examples, 215945 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:24,866 : INFO : EPOCH 15 - PROGRESS: at 92.32% examples, 215942 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:25,881 : INFO : EPOCH 15 - PROGRESS: at 92.43% examples, 215943 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:26,898 : INFO : EPOCH 15 - PROGRESS: at 92.54% examples, 215939 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:27,899 : INFO : EPOCH 15 - PROGRESS: at 92.66% examples, 215941 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:28,927 : INFO : EPOCH 15 - PROGRESS: at 92.78% examples, 215945 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:29,935 : INFO : EPOCH 15 - PROGRESS: at 92.88% examples, 215943 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:30,993 : INFO : EPOCH 15 - PROGRESS: at 92.99% examples, 215937 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:51:32,021 : INFO : EPOCH 15 - PROGRESS: at 93.12% examples, 215943 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:33,044 : INFO : EPOCH 15 - PROGRESS: at 93.23% examples, 215949 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:34,094 : INFO : EPOCH 15 - PROGRESS: at 93.34% examples, 215938 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:35,106 : INFO : EPOCH 15 - PROGRESS: at 93.47% examples, 215946 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:36,199 : INFO : EPOCH 15 - PROGRESS: at 93.60% examples, 215936 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:37,201 : INFO : EPOCH 15 - PROGRESS: at 93.72% examples, 215949 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:38,206 : INFO : EPOCH 15 - PROGRESS: at 93.82% examples, 215952 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:39,210 : INFO : EPOCH 15 - PROGRESS: at 93.93% examples, 215946 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:40,250 : INFO : EPOCH 15 - PROGRESS: at 94.08% examples, 215951 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:41,271 : INFO : EPOCH 15 - PROGRESS: at 94.20% examples, 215946 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:42,274 : INFO : EPOCH 15 - PROGRESS: at 94.33% examples, 215950 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:43,292 : INFO : EPOCH 15 - PROGRESS: at 94.44% examples, 215948 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:44,383 : INFO : EPOCH 15 - PROGRESS: at 94.57% examples, 215942 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:45,417 : INFO : EPOCH 15 - PROGRESS: at 94.68% examples, 215953 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:46,433 : INFO : EPOCH 15 - PROGRESS: at 94.79% examples, 215957 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:47,434 : INFO : EPOCH 15 - PROGRESS: at 94.91% examples, 215951 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:48,453 : INFO : EPOCH 15 - PROGRESS: at 95.00% examples, 215946 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:49,456 : INFO : EPOCH 15 - PROGRESS: at 95.13% examples, 215957 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:50,462 : INFO : EPOCH 15 - PROGRESS: at 95.22% examples, 215959 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:51,465 : INFO : EPOCH 15 - PROGRESS: at 95.33% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:52,478 : INFO : EPOCH 15 - PROGRESS: at 95.46% examples, 215955 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:53,498 : INFO : EPOCH 15 - PROGRESS: at 95.58% examples, 215955 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:54,525 : INFO : EPOCH 15 - PROGRESS: at 95.70% examples, 215956 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:55,553 : INFO : EPOCH 15 - PROGRESS: at 95.83% examples, 215957 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:56,556 : INFO : EPOCH 15 - PROGRESS: at 95.94% examples, 215961 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:57,584 : INFO : EPOCH 15 - PROGRESS: at 96.06% examples, 215959 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:58,624 : INFO : EPOCH 15 - PROGRESS: at 96.18% examples, 215957 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:51:59,638 : INFO : EPOCH 15 - PROGRESS: at 96.30% examples, 215957 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:00,708 : INFO : EPOCH 15 - PROGRESS: at 96.42% examples, 215945 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:52:01,714 : INFO : EPOCH 15 - PROGRESS: at 96.55% examples, 215962 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:02,735 : INFO : EPOCH 15 - PROGRESS: at 96.67% examples, 215955 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:03,810 : INFO : EPOCH 15 - PROGRESS: at 96.79% examples, 215954 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:04,874 : INFO : EPOCH 15 - PROGRESS: at 96.90% examples, 215953 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:05,905 : INFO : EPOCH 15 - PROGRESS: at 97.03% examples, 215967 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:06,917 : INFO : EPOCH 15 - PROGRESS: at 97.15% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:07,920 : INFO : EPOCH 15 - PROGRESS: at 97.26% examples, 215965 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:08,941 : INFO : EPOCH 15 - PROGRESS: at 97.39% examples, 215967 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:10,008 : INFO : EPOCH 15 - PROGRESS: at 97.50% examples, 215956 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:11,128 : INFO : EPOCH 15 - PROGRESS: at 97.65% examples, 215955 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:12,137 : INFO : EPOCH 15 - PROGRESS: at 97.77% examples, 215958 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:13,187 : INFO : EPOCH 15 - PROGRESS: at 97.89% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:14,206 : INFO : EPOCH 15 - PROGRESS: at 97.99% examples, 215961 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:15,232 : INFO : EPOCH 15 - PROGRESS: at 98.13% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:16,282 : INFO : EPOCH 15 - PROGRESS: at 98.24% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:17,294 : INFO : EPOCH 15 - PROGRESS: at 98.34% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:18,294 : INFO : EPOCH 15 - PROGRESS: at 98.45% examples, 215970 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:19,297 : INFO : EPOCH 15 - PROGRESS: at 98.58% examples, 215971 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:20,343 : INFO : EPOCH 15 - PROGRESS: at 98.70% examples, 215970 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:21,405 : INFO : EPOCH 15 - PROGRESS: at 98.82% examples, 215968 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:52:22,414 : INFO : EPOCH 15 - PROGRESS: at 98.92% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:23,443 : INFO : EPOCH 15 - PROGRESS: at 99.04% examples, 215973 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:24,448 : INFO : EPOCH 15 - PROGRESS: at 99.16% examples, 215971 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:25,475 : INFO : EPOCH 15 - PROGRESS: at 99.27% examples, 215972 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:26,550 : INFO : EPOCH 15 - PROGRESS: at 99.40% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:27,580 : INFO : EPOCH 15 - PROGRESS: at 99.51% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:28,628 : INFO : EPOCH 15 - PROGRESS: at 99.61% examples, 215973 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:29,696 : INFO : EPOCH 15 - PROGRESS: at 99.73% examples, 215975 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:30,713 : INFO : EPOCH 15 - PROGRESS: at 99.84% examples, 215975 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:31,718 : INFO : EPOCH 15 - PROGRESS: at 99.96% examples, 215979 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:31,984 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 03:52:32,000 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 03:52:32,003 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 03:52:32,052 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 03:52:32,053 : INFO : EPOCH - 15 : training on 248038538 raw words (187744584 effective words) took 869.3s, 215982 effective words/s
2020-07-17 03:52:33,062 : INFO : EPOCH 16 - PROGRESS: at 0.12% examples, 207096 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:34,067 : INFO : EPOCH 16 - PROGRESS: at 0.23% examples, 210453 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:35,085 : INFO : EPOCH 16 - PROGRESS: at 0.33% examples, 210583 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:36,095 : INFO : EPOCH 16 - PROGRESS: at 0.44% examples, 212977 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:37,095 : INFO : EPOCH 16 - PROGRESS: at 0.56% examples, 213445 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:38,148 : INFO : EPOCH 16 - PROGRESS: at 0.66% examples, 211972 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:39,159 : INFO : EPOCH 16 - PROGRESS: at 0.77% examples, 214218 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:40,164 : INFO : EPOCH 16 - PROGRESS: at 0.89% examples, 214969 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:41,199 : INFO : EPOCH 16 - PROGRESS: at 1.01% examples, 214233 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:42,227 : INFO : EPOCH 16 - PROGRESS: at 1.13% examples, 215045 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:43,259 : INFO : EPOCH 16 - PROGRESS: at 1.26% examples, 215256 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:44,279 : INFO : EPOCH 16 - PROGRESS: at 1.37% examples, 215571 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:45,291 : INFO : EPOCH 16 - PROGRESS: at 1.48% examples, 215461 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:46,302 : INFO : EPOCH 16 - PROGRESS: at 1.60% examples, 215718 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:47,361 : INFO : EPOCH 16 - PROGRESS: at 1.72% examples, 215469 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:48,368 : INFO : EPOCH 16 - PROGRESS: at 1.83% examples, 215385 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:49,368 : INFO : EPOCH 16 - PROGRESS: at 1.95% examples, 215813 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:50,382 : INFO : EPOCH 16 - PROGRESS: at 2.06% examples, 215657 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:51,398 : INFO : EPOCH 16 - PROGRESS: at 2.18% examples, 215900 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:52,423 : INFO : EPOCH 16 - PROGRESS: at 2.28% examples, 215710 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:53,437 : INFO : EPOCH 16 - PROGRESS: at 2.39% examples, 215795 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:54,469 : INFO : EPOCH 16 - PROGRESS: at 2.53% examples, 215964 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:55,472 : INFO : EPOCH 16 - PROGRESS: at 2.65% examples, 216327 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:56,536 : INFO : EPOCH 16 - PROGRESS: at 2.77% examples, 215730 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:57,561 : INFO : EPOCH 16 - PROGRESS: at 2.88% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:58,581 : INFO : EPOCH 16 - PROGRESS: at 2.99% examples, 216008 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:52:59,624 : INFO : EPOCH 16 - PROGRESS: at 3.11% examples, 216068 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:00,637 : INFO : EPOCH 16 - PROGRESS: at 3.22% examples, 216114 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:01,647 : INFO : EPOCH 16 - PROGRESS: at 3.34% examples, 215976 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:02,698 : INFO : EPOCH 16 - PROGRESS: at 3.46% examples, 215947 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:03,706 : INFO : EPOCH 16 - PROGRESS: at 3.60% examples, 216175 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:04,795 : INFO : EPOCH 16 - PROGRESS: at 3.71% examples, 215937 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:05,835 : INFO : EPOCH 16 - PROGRESS: at 3.82% examples, 216117 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:06,866 : INFO : EPOCH 16 - PROGRESS: at 3.94% examples, 216049 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:07,874 : INFO : EPOCH 16 - PROGRESS: at 4.06% examples, 216179 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:08,925 : INFO : EPOCH 16 - PROGRESS: at 4.18% examples, 216004 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:09,942 : INFO : EPOCH 16 - PROGRESS: at 4.29% examples, 215993 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:10,993 : INFO : EPOCH 16 - PROGRESS: at 4.41% examples, 216109 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:12,005 : INFO : EPOCH 16 - PROGRESS: at 4.52% examples, 216075 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:13,024 : INFO : EPOCH 16 - PROGRESS: at 4.64% examples, 216082 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:14,096 : INFO : EPOCH 16 - PROGRESS: at 4.77% examples, 215972 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:15,147 : INFO : EPOCH 16 - PROGRESS: at 4.89% examples, 216033 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:16,151 : INFO : EPOCH 16 - PROGRESS: at 5.00% examples, 216240 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:17,164 : INFO : EPOCH 16 - PROGRESS: at 5.12% examples, 216159 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:18,217 : INFO : EPOCH 16 - PROGRESS: at 5.26% examples, 216039 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:19,261 : INFO : EPOCH 16 - PROGRESS: at 5.38% examples, 216123 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:20,304 : INFO : EPOCH 16 - PROGRESS: at 5.52% examples, 216168 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:21,305 : INFO : EPOCH 16 - PROGRESS: at 5.64% examples, 216217 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:22,370 : INFO : EPOCH 16 - PROGRESS: at 5.76% examples, 216100 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:23,371 : INFO : EPOCH 16 - PROGRESS: at 5.89% examples, 216222 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:24,396 : INFO : EPOCH 16 - PROGRESS: at 6.01% examples, 216203 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:25,406 : INFO : EPOCH 16 - PROGRESS: at 6.12% examples, 216169 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:26,433 : INFO : EPOCH 16 - PROGRESS: at 6.23% examples, 216281 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:27,452 : INFO : EPOCH 16 - PROGRESS: at 6.34% examples, 216278 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:28,467 : INFO : EPOCH 16 - PROGRESS: at 6.45% examples, 216113 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:29,470 : INFO : EPOCH 16 - PROGRESS: at 6.56% examples, 216225 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:30,537 : INFO : EPOCH 16 - PROGRESS: at 6.69% examples, 216207 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:31,595 : INFO : EPOCH 16 - PROGRESS: at 6.82% examples, 216166 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:32,597 : INFO : EPOCH 16 - PROGRESS: at 6.93% examples, 216301 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:33,611 : INFO : EPOCH 16 - PROGRESS: at 7.05% examples, 216286 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:34,657 : INFO : EPOCH 16 - PROGRESS: at 7.18% examples, 216193 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:35,698 : INFO : EPOCH 16 - PROGRESS: at 7.30% examples, 216297 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:36,722 : INFO : EPOCH 16 - PROGRESS: at 7.42% examples, 216370 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:37,777 : INFO : EPOCH 16 - PROGRESS: at 7.54% examples, 216228 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:38,797 : INFO : EPOCH 16 - PROGRESS: at 7.66% examples, 216342 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:39,815 : INFO : EPOCH 16 - PROGRESS: at 7.76% examples, 216165 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:40,825 : INFO : EPOCH 16 - PROGRESS: at 7.88% examples, 216371 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:41,848 : INFO : EPOCH 16 - PROGRESS: at 8.00% examples, 216197 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:42,858 : INFO : EPOCH 16 - PROGRESS: at 8.11% examples, 216236 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:43,869 : INFO : EPOCH 16 - PROGRESS: at 8.23% examples, 216305 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:44,902 : INFO : EPOCH 16 - PROGRESS: at 8.35% examples, 216286 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:45,924 : INFO : EPOCH 16 - PROGRESS: at 8.46% examples, 216176 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:46,936 : INFO : EPOCH 16 - PROGRESS: at 8.57% examples, 216262 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:47,950 : INFO : EPOCH 16 - PROGRESS: at 8.68% examples, 216263 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:48,954 : INFO : EPOCH 16 - PROGRESS: at 8.81% examples, 216271 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:49,986 : INFO : EPOCH 16 - PROGRESS: at 8.93% examples, 216290 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:51,059 : INFO : EPOCH 16 - PROGRESS: at 9.05% examples, 216228 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:52,065 : INFO : EPOCH 16 - PROGRESS: at 9.16% examples, 216290 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:53,125 : INFO : EPOCH 16 - PROGRESS: at 9.28% examples, 216312 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:54,218 : INFO : EPOCH 16 - PROGRESS: at 9.40% examples, 216247 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:55,226 : INFO : EPOCH 16 - PROGRESS: at 9.53% examples, 216328 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:56,236 : INFO : EPOCH 16 - PROGRESS: at 9.65% examples, 216344 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:57,278 : INFO : EPOCH 16 - PROGRESS: at 9.78% examples, 216344 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:58,282 : INFO : EPOCH 16 - PROGRESS: at 9.91% examples, 216381 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:53:59,297 : INFO : EPOCH 16 - PROGRESS: at 10.02% examples, 216268 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:00,350 : INFO : EPOCH 16 - PROGRESS: at 10.15% examples, 216273 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:54:01,404 : INFO : EPOCH 16 - PROGRESS: at 10.29% examples, 216282 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:02,416 : INFO : EPOCH 16 - PROGRESS: at 10.42% examples, 216329 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:03,448 : INFO : EPOCH 16 - PROGRESS: at 10.53% examples, 216291 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:04,473 : INFO : EPOCH 16 - PROGRESS: at 10.65% examples, 216360 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:05,507 : INFO : EPOCH 16 - PROGRESS: at 10.78% examples, 216357 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:06,533 : INFO : EPOCH 16 - PROGRESS: at 10.90% examples, 216350 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:07,603 : INFO : EPOCH 16 - PROGRESS: at 11.02% examples, 216299 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:08,628 : INFO : EPOCH 16 - PROGRESS: at 11.14% examples, 216397 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:09,654 : INFO : EPOCH 16 - PROGRESS: at 11.25% examples, 216387 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:10,697 : INFO : EPOCH 16 - PROGRESS: at 11.38% examples, 216332 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:11,699 : INFO : EPOCH 16 - PROGRESS: at 11.49% examples, 216382 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:12,711 : INFO : EPOCH 16 - PROGRESS: at 11.61% examples, 216353 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:13,741 : INFO : EPOCH 16 - PROGRESS: at 11.72% examples, 216382 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:14,770 : INFO : EPOCH 16 - PROGRESS: at 11.87% examples, 216336 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:15,795 : INFO : EPOCH 16 - PROGRESS: at 11.98% examples, 216407 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:16,821 : INFO : EPOCH 16 - PROGRESS: at 12.10% examples, 216422 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:17,832 : INFO : EPOCH 16 - PROGRESS: at 12.21% examples, 216361 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:18,891 : INFO : EPOCH 16 - PROGRESS: at 12.33% examples, 216351 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:19,983 : INFO : EPOCH 16 - PROGRESS: at 12.47% examples, 216311 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:21,047 : INFO : EPOCH 16 - PROGRESS: at 12.59% examples, 216316 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:22,087 : INFO : EPOCH 16 - PROGRESS: at 12.72% examples, 216340 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:23,099 : INFO : EPOCH 16 - PROGRESS: at 12.85% examples, 216319 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:24,113 : INFO : EPOCH 16 - PROGRESS: at 12.96% examples, 216396 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:25,128 : INFO : EPOCH 16 - PROGRESS: at 13.08% examples, 216417 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:26,128 : INFO : EPOCH 16 - PROGRESS: at 13.19% examples, 216325 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:27,132 : INFO : EPOCH 16 - PROGRESS: at 13.30% examples, 216356 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:28,134 : INFO : EPOCH 16 - PROGRESS: at 13.41% examples, 216390 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:29,153 : INFO : EPOCH 16 - PROGRESS: at 13.53% examples, 216380 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:30,160 : INFO : EPOCH 16 - PROGRESS: at 13.64% examples, 216390 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:31,168 : INFO : EPOCH 16 - PROGRESS: at 13.77% examples, 216335 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:32,185 : INFO : EPOCH 16 - PROGRESS: at 13.89% examples, 216375 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:33,267 : INFO : EPOCH 16 - PROGRESS: at 14.02% examples, 216324 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:34,291 : INFO : EPOCH 16 - PROGRESS: at 14.13% examples, 216419 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:35,296 : INFO : EPOCH 16 - PROGRESS: at 14.24% examples, 216420 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:36,307 : INFO : EPOCH 16 - PROGRESS: at 14.36% examples, 216378 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:37,320 : INFO : EPOCH 16 - PROGRESS: at 14.49% examples, 216339 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:38,321 : INFO : EPOCH 16 - PROGRESS: at 14.61% examples, 216345 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:39,325 : INFO : EPOCH 16 - PROGRESS: at 14.71% examples, 216424 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:40,340 : INFO : EPOCH 16 - PROGRESS: at 14.85% examples, 216382 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:41,344 : INFO : EPOCH 16 - PROGRESS: at 14.97% examples, 216417 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:42,382 : INFO : EPOCH 16 - PROGRESS: at 15.08% examples, 216393 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:43,392 : INFO : EPOCH 16 - PROGRESS: at 15.18% examples, 216403 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:44,403 : INFO : EPOCH 16 - PROGRESS: at 15.29% examples, 216415 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:45,481 : INFO : EPOCH 16 - PROGRESS: at 15.41% examples, 216339 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:46,482 : INFO : EPOCH 16 - PROGRESS: at 15.53% examples, 216444 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:47,491 : INFO : EPOCH 16 - PROGRESS: at 15.62% examples, 216375 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:48,502 : INFO : EPOCH 16 - PROGRESS: at 15.74% examples, 216406 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:49,528 : INFO : EPOCH 16 - PROGRESS: at 15.86% examples, 216364 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:50,563 : INFO : EPOCH 16 - PROGRESS: at 15.98% examples, 216338 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:51,573 : INFO : EPOCH 16 - PROGRESS: at 16.08% examples, 216395 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:52,596 : INFO : EPOCH 16 - PROGRESS: at 16.21% examples, 216423 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:53,600 : INFO : EPOCH 16 - PROGRESS: at 16.32% examples, 216418 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:54,607 : INFO : EPOCH 16 - PROGRESS: at 16.44% examples, 216444 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:55,629 : INFO : EPOCH 16 - PROGRESS: at 16.56% examples, 216409 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:56,637 : INFO : EPOCH 16 - PROGRESS: at 16.67% examples, 216418 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:57,647 : INFO : EPOCH 16 - PROGRESS: at 16.77% examples, 216410 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:58,668 : INFO : EPOCH 16 - PROGRESS: at 16.89% examples, 216411 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:54:59,721 : INFO : EPOCH 16 - PROGRESS: at 17.00% examples, 216362 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:00,742 : INFO : EPOCH 16 - PROGRESS: at 17.13% examples, 216426 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:01,748 : INFO : EPOCH 16 - PROGRESS: at 17.23% examples, 216377 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:02,764 : INFO : EPOCH 16 - PROGRESS: at 17.36% examples, 216402 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:03,789 : INFO : EPOCH 16 - PROGRESS: at 17.46% examples, 216370 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:04,793 : INFO : EPOCH 16 - PROGRESS: at 17.59% examples, 216383 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:05,798 : INFO : EPOCH 16 - PROGRESS: at 17.71% examples, 216403 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:06,806 : INFO : EPOCH 16 - PROGRESS: at 17.81% examples, 216358 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:07,808 : INFO : EPOCH 16 - PROGRESS: at 17.92% examples, 216360 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:08,834 : INFO : EPOCH 16 - PROGRESS: at 18.04% examples, 216382 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:09,857 : INFO : EPOCH 16 - PROGRESS: at 18.17% examples, 216386 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:10,929 : INFO : EPOCH 16 - PROGRESS: at 18.31% examples, 216374 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:11,932 : INFO : EPOCH 16 - PROGRESS: at 18.41% examples, 216386 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:12,959 : INFO : EPOCH 16 - PROGRESS: at 18.53% examples, 216350 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:14,015 : INFO : EPOCH 16 - PROGRESS: at 18.62% examples, 216368 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:15,024 : INFO : EPOCH 16 - PROGRESS: at 18.74% examples, 216353 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:16,026 : INFO : EPOCH 16 - PROGRESS: at 18.85% examples, 216377 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:17,029 : INFO : EPOCH 16 - PROGRESS: at 18.97% examples, 216409 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:18,032 : INFO : EPOCH 16 - PROGRESS: at 19.07% examples, 216391 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:19,035 : INFO : EPOCH 16 - PROGRESS: at 19.17% examples, 216416 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:20,101 : INFO : EPOCH 16 - PROGRESS: at 19.27% examples, 216377 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:21,132 : INFO : EPOCH 16 - PROGRESS: at 19.39% examples, 216383 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:22,177 : INFO : EPOCH 16 - PROGRESS: at 19.51% examples, 216376 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:23,181 : INFO : EPOCH 16 - PROGRESS: at 19.63% examples, 216366 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:24,198 : INFO : EPOCH 16 - PROGRESS: at 19.75% examples, 216376 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:25,203 : INFO : EPOCH 16 - PROGRESS: at 19.88% examples, 216402 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:26,216 : INFO : EPOCH 16 - PROGRESS: at 20.02% examples, 216409 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:27,282 : INFO : EPOCH 16 - PROGRESS: at 20.14% examples, 216367 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:28,339 : INFO : EPOCH 16 - PROGRESS: at 20.27% examples, 216375 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:29,346 : INFO : EPOCH 16 - PROGRESS: at 20.38% examples, 216411 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:30,376 : INFO : EPOCH 16 - PROGRESS: at 20.50% examples, 216416 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:31,400 : INFO : EPOCH 16 - PROGRESS: at 20.61% examples, 216416 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:32,410 : INFO : EPOCH 16 - PROGRESS: at 20.72% examples, 216411 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:33,441 : INFO : EPOCH 16 - PROGRESS: at 20.82% examples, 216421 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:34,466 : INFO : EPOCH 16 - PROGRESS: at 20.93% examples, 216401 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:35,483 : INFO : EPOCH 16 - PROGRESS: at 21.05% examples, 216395 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:36,487 : INFO : EPOCH 16 - PROGRESS: at 21.17% examples, 216407 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:37,553 : INFO : EPOCH 16 - PROGRESS: at 21.28% examples, 216350 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:38,569 : INFO : EPOCH 16 - PROGRESS: at 21.38% examples, 216347 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:39,611 : INFO : EPOCH 16 - PROGRESS: at 21.50% examples, 216328 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:40,648 : INFO : EPOCH 16 - PROGRESS: at 21.63% examples, 216337 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:41,654 : INFO : EPOCH 16 - PROGRESS: at 21.73% examples, 216303 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:42,671 : INFO : EPOCH 16 - PROGRESS: at 21.86% examples, 216331 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:43,684 : INFO : EPOCH 16 - PROGRESS: at 21.99% examples, 216323 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:44,700 : INFO : EPOCH 16 - PROGRESS: at 22.10% examples, 216323 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:45,709 : INFO : EPOCH 16 - PROGRESS: at 22.21% examples, 216318 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:55:46,714 : INFO : EPOCH 16 - PROGRESS: at 22.33% examples, 216303 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:47,753 : INFO : EPOCH 16 - PROGRESS: at 22.43% examples, 216310 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:48,756 : INFO : EPOCH 16 - PROGRESS: at 22.56% examples, 216351 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:49,779 : INFO : EPOCH 16 - PROGRESS: at 22.67% examples, 216307 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:50,805 : INFO : EPOCH 16 - PROGRESS: at 22.79% examples, 216277 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:51,884 : INFO : EPOCH 16 - PROGRESS: at 22.90% examples, 216244 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:52,901 : INFO : EPOCH 16 - PROGRESS: at 23.02% examples, 216255 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:53,969 : INFO : EPOCH 16 - PROGRESS: at 23.15% examples, 216262 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:54,985 : INFO : EPOCH 16 - PROGRESS: at 23.28% examples, 216283 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:56,062 : INFO : EPOCH 16 - PROGRESS: at 23.40% examples, 216224 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:57,081 : INFO : EPOCH 16 - PROGRESS: at 23.49% examples, 216043 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:58,083 : INFO : EPOCH 16 - PROGRESS: at 23.59% examples, 215875 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:55:59,085 : INFO : EPOCH 16 - PROGRESS: at 23.70% examples, 215900 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:00,160 : INFO : EPOCH 16 - PROGRESS: at 23.82% examples, 215854 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:01,233 : INFO : EPOCH 16 - PROGRESS: at 23.95% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:02,251 : INFO : EPOCH 16 - PROGRESS: at 24.11% examples, 215872 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:03,268 : INFO : EPOCH 16 - PROGRESS: at 24.23% examples, 215889 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:04,344 : INFO : EPOCH 16 - PROGRESS: at 24.36% examples, 215871 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:05,349 : INFO : EPOCH 16 - PROGRESS: at 24.49% examples, 215903 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:06,364 : INFO : EPOCH 16 - PROGRESS: at 24.62% examples, 215908 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:07,408 : INFO : EPOCH 16 - PROGRESS: at 24.74% examples, 215901 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:08,465 : INFO : EPOCH 16 - PROGRESS: at 24.86% examples, 215880 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:09,509 : INFO : EPOCH 16 - PROGRESS: at 24.98% examples, 215896 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:10,526 : INFO : EPOCH 16 - PROGRESS: at 25.09% examples, 215882 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:11,543 : INFO : EPOCH 16 - PROGRESS: at 25.20% examples, 215901 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:12,551 : INFO : EPOCH 16 - PROGRESS: at 25.32% examples, 215937 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:13,565 : INFO : EPOCH 16 - PROGRESS: at 25.41% examples, 215904 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:14,575 : INFO : EPOCH 16 - PROGRESS: at 25.53% examples, 215876 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:15,643 : INFO : EPOCH 16 - PROGRESS: at 25.64% examples, 215892 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:16,676 : INFO : EPOCH 16 - PROGRESS: at 25.77% examples, 215890 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:17,717 : INFO : EPOCH 16 - PROGRESS: at 25.89% examples, 215899 words/s, in_qsize 8, out_qsize 1
2020-07-17 03:56:18,724 : INFO : EPOCH 16 - PROGRESS: at 26.00% examples, 215941 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:19,742 : INFO : EPOCH 16 - PROGRESS: at 26.12% examples, 215952 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:20,744 : INFO : EPOCH 16 - PROGRESS: at 26.23% examples, 215954 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:21,748 : INFO : EPOCH 16 - PROGRESS: at 26.36% examples, 215941 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:22,761 : INFO : EPOCH 16 - PROGRESS: at 26.49% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:23,775 : INFO : EPOCH 16 - PROGRESS: at 26.61% examples, 215948 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:24,799 : INFO : EPOCH 16 - PROGRESS: at 26.72% examples, 215944 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:25,799 : INFO : EPOCH 16 - PROGRESS: at 26.83% examples, 215951 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:26,808 : INFO : EPOCH 16 - PROGRESS: at 26.96% examples, 215961 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:27,852 : INFO : EPOCH 16 - PROGRESS: at 27.08% examples, 215978 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:28,861 : INFO : EPOCH 16 - PROGRESS: at 27.19% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:29,875 : INFO : EPOCH 16 - PROGRESS: at 27.31% examples, 215986 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:30,948 : INFO : EPOCH 16 - PROGRESS: at 27.42% examples, 215937 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:31,963 : INFO : EPOCH 16 - PROGRESS: at 27.53% examples, 215968 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:33,011 : INFO : EPOCH 16 - PROGRESS: at 27.65% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:34,055 : INFO : EPOCH 16 - PROGRESS: at 27.77% examples, 215979 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:35,083 : INFO : EPOCH 16 - PROGRESS: at 27.88% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:36,089 : INFO : EPOCH 16 - PROGRESS: at 28.01% examples, 215964 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:37,104 : INFO : EPOCH 16 - PROGRESS: at 28.14% examples, 215981 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:38,130 : INFO : EPOCH 16 - PROGRESS: at 28.26% examples, 215995 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:39,173 : INFO : EPOCH 16 - PROGRESS: at 28.39% examples, 215965 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:40,198 : INFO : EPOCH 16 - PROGRESS: at 28.51% examples, 215984 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:41,204 : INFO : EPOCH 16 - PROGRESS: at 28.60% examples, 215968 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:42,232 : INFO : EPOCH 16 - PROGRESS: at 28.72% examples, 215982 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:43,317 : INFO : EPOCH 16 - PROGRESS: at 28.84% examples, 215975 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:44,364 : INFO : EPOCH 16 - PROGRESS: at 28.98% examples, 216005 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:45,376 : INFO : EPOCH 16 - PROGRESS: at 29.09% examples, 215995 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:46,383 : INFO : EPOCH 16 - PROGRESS: at 29.21% examples, 215997 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:47,423 : INFO : EPOCH 16 - PROGRESS: at 29.34% examples, 216000 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:48,474 : INFO : EPOCH 16 - PROGRESS: at 29.44% examples, 215992 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:49,534 : INFO : EPOCH 16 - PROGRESS: at 29.54% examples, 215984 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:50,545 : INFO : EPOCH 16 - PROGRESS: at 29.65% examples, 215983 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:51,581 : INFO : EPOCH 16 - PROGRESS: at 29.76% examples, 216007 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:52,597 : INFO : EPOCH 16 - PROGRESS: at 29.89% examples, 216029 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:53,643 : INFO : EPOCH 16 - PROGRESS: at 30.00% examples, 215998 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:54,661 : INFO : EPOCH 16 - PROGRESS: at 30.12% examples, 216006 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:55,674 : INFO : EPOCH 16 - PROGRESS: at 30.22% examples, 216021 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:56,705 : INFO : EPOCH 16 - PROGRESS: at 30.34% examples, 216023 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:57,706 : INFO : EPOCH 16 - PROGRESS: at 30.46% examples, 216047 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:58,764 : INFO : EPOCH 16 - PROGRESS: at 30.58% examples, 216028 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:56:59,808 : INFO : EPOCH 16 - PROGRESS: at 30.68% examples, 216020 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:00,831 : INFO : EPOCH 16 - PROGRESS: at 30.81% examples, 216028 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:01,876 : INFO : EPOCH 16 - PROGRESS: at 30.93% examples, 216018 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:02,905 : INFO : EPOCH 16 - PROGRESS: at 31.07% examples, 216021 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:03,919 : INFO : EPOCH 16 - PROGRESS: at 31.18% examples, 216051 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:04,941 : INFO : EPOCH 16 - PROGRESS: at 31.30% examples, 216021 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:05,955 : INFO : EPOCH 16 - PROGRESS: at 31.43% examples, 216025 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:06,958 : INFO : EPOCH 16 - PROGRESS: at 31.55% examples, 216049 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:07,978 : INFO : EPOCH 16 - PROGRESS: at 31.68% examples, 216063 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:08,980 : INFO : EPOCH 16 - PROGRESS: at 31.79% examples, 216039 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:10,027 : INFO : EPOCH 16 - PROGRESS: at 31.90% examples, 216013 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:11,047 : INFO : EPOCH 16 - PROGRESS: at 32.01% examples, 216035 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:12,108 : INFO : EPOCH 16 - PROGRESS: at 32.14% examples, 216032 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:13,145 : INFO : EPOCH 16 - PROGRESS: at 32.27% examples, 216025 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:14,152 : INFO : EPOCH 16 - PROGRESS: at 32.38% examples, 216062 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:15,157 : INFO : EPOCH 16 - PROGRESS: at 32.48% examples, 216069 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:16,195 : INFO : EPOCH 16 - PROGRESS: at 32.59% examples, 216034 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:17,249 : INFO : EPOCH 16 - PROGRESS: at 32.73% examples, 216037 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:18,274 : INFO : EPOCH 16 - PROGRESS: at 32.86% examples, 216039 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:19,346 : INFO : EPOCH 16 - PROGRESS: at 32.97% examples, 216033 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:20,417 : INFO : EPOCH 16 - PROGRESS: at 33.09% examples, 216041 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:21,422 : INFO : EPOCH 16 - PROGRESS: at 33.21% examples, 216047 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:22,429 : INFO : EPOCH 16 - PROGRESS: at 33.32% examples, 216066 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:23,430 : INFO : EPOCH 16 - PROGRESS: at 33.44% examples, 216073 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:24,439 : INFO : EPOCH 16 - PROGRESS: at 33.55% examples, 216053 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:25,450 : INFO : EPOCH 16 - PROGRESS: at 33.68% examples, 216066 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:26,465 : INFO : EPOCH 16 - PROGRESS: at 33.80% examples, 216051 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:27,515 : INFO : EPOCH 16 - PROGRESS: at 33.92% examples, 216058 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:28,520 : INFO : EPOCH 16 - PROGRESS: at 34.04% examples, 216096 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:29,541 : INFO : EPOCH 16 - PROGRESS: at 34.15% examples, 216081 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:30,548 : INFO : EPOCH 16 - PROGRESS: at 34.26% examples, 216091 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:31,560 : INFO : EPOCH 16 - PROGRESS: at 34.39% examples, 216100 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:32,590 : INFO : EPOCH 16 - PROGRESS: at 34.50% examples, 216075 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:33,598 : INFO : EPOCH 16 - PROGRESS: at 34.62% examples, 216097 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:34,674 : INFO : EPOCH 16 - PROGRESS: at 34.74% examples, 216074 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:35,676 : INFO : EPOCH 16 - PROGRESS: at 34.85% examples, 216090 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:36,707 : INFO : EPOCH 16 - PROGRESS: at 34.97% examples, 216093 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:37,753 : INFO : EPOCH 16 - PROGRESS: at 35.07% examples, 216083 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:38,765 : INFO : EPOCH 16 - PROGRESS: at 35.18% examples, 216105 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:39,788 : INFO : EPOCH 16 - PROGRESS: at 35.31% examples, 216093 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:40,797 : INFO : EPOCH 16 - PROGRESS: at 35.42% examples, 216095 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:41,812 : INFO : EPOCH 16 - PROGRESS: at 35.53% examples, 216078 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:42,827 : INFO : EPOCH 16 - PROGRESS: at 35.67% examples, 216116 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:43,840 : INFO : EPOCH 16 - PROGRESS: at 35.78% examples, 216113 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:44,910 : INFO : EPOCH 16 - PROGRESS: at 35.90% examples, 216085 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:45,928 : INFO : EPOCH 16 - PROGRESS: at 36.03% examples, 216105 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:46,967 : INFO : EPOCH 16 - PROGRESS: at 36.14% examples, 216108 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:47,998 : INFO : EPOCH 16 - PROGRESS: at 36.26% examples, 216101 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:49,055 : INFO : EPOCH 16 - PROGRESS: at 36.37% examples, 216086 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:50,134 : INFO : EPOCH 16 - PROGRESS: at 36.49% examples, 216092 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:57:51,192 : INFO : EPOCH 16 - PROGRESS: at 36.61% examples, 216104 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:52,206 : INFO : EPOCH 16 - PROGRESS: at 36.73% examples, 216129 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:53,234 : INFO : EPOCH 16 - PROGRESS: at 36.83% examples, 216107 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:54,323 : INFO : EPOCH 16 - PROGRESS: at 36.94% examples, 216096 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:55,337 : INFO : EPOCH 16 - PROGRESS: at 37.06% examples, 216124 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:56,394 : INFO : EPOCH 16 - PROGRESS: at 37.18% examples, 216099 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:57,449 : INFO : EPOCH 16 - PROGRESS: at 37.30% examples, 216108 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:58,454 : INFO : EPOCH 16 - PROGRESS: at 37.43% examples, 216124 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:57:59,456 : INFO : EPOCH 16 - PROGRESS: at 37.56% examples, 216147 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:00,475 : INFO : EPOCH 16 - PROGRESS: at 37.67% examples, 216113 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:01,542 : INFO : EPOCH 16 - PROGRESS: at 37.79% examples, 216103 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:02,567 : INFO : EPOCH 16 - PROGRESS: at 37.92% examples, 216117 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:03,573 : INFO : EPOCH 16 - PROGRESS: at 38.04% examples, 216126 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:04,599 : INFO : EPOCH 16 - PROGRESS: at 38.15% examples, 216121 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:05,653 : INFO : EPOCH 16 - PROGRESS: at 38.28% examples, 216113 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:06,662 : INFO : EPOCH 16 - PROGRESS: at 38.40% examples, 216135 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:07,691 : INFO : EPOCH 16 - PROGRESS: at 38.53% examples, 216134 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:08,696 : INFO : EPOCH 16 - PROGRESS: at 38.66% examples, 216146 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:09,718 : INFO : EPOCH 16 - PROGRESS: at 38.78% examples, 216141 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:58:10,754 : INFO : EPOCH 16 - PROGRESS: at 38.92% examples, 216151 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:11,796 : INFO : EPOCH 16 - PROGRESS: at 39.05% examples, 216123 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:12,806 : INFO : EPOCH 16 - PROGRESS: at 39.16% examples, 216144 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:13,814 : INFO : EPOCH 16 - PROGRESS: at 39.28% examples, 216134 words/s, in_qsize 8, out_qsize 2
2020-07-17 03:58:14,833 : INFO : EPOCH 16 - PROGRESS: at 39.40% examples, 216137 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:15,869 : INFO : EPOCH 16 - PROGRESS: at 39.50% examples, 216144 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:16,884 : INFO : EPOCH 16 - PROGRESS: at 39.61% examples, 216141 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:17,899 : INFO : EPOCH 16 - PROGRESS: at 39.72% examples, 216145 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:18,907 : INFO : EPOCH 16 - PROGRESS: at 39.84% examples, 216128 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:19,951 : INFO : EPOCH 16 - PROGRESS: at 39.96% examples, 216146 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:20,960 : INFO : EPOCH 16 - PROGRESS: at 40.07% examples, 216156 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:21,980 : INFO : EPOCH 16 - PROGRESS: at 40.20% examples, 216150 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:22,999 : INFO : EPOCH 16 - PROGRESS: at 40.33% examples, 216159 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:24,045 : INFO : EPOCH 16 - PROGRESS: at 40.42% examples, 216157 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:25,093 : INFO : EPOCH 16 - PROGRESS: at 40.55% examples, 216142 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:26,114 : INFO : EPOCH 16 - PROGRESS: at 40.66% examples, 216153 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:27,149 : INFO : EPOCH 16 - PROGRESS: at 40.77% examples, 216145 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:28,207 : INFO : EPOCH 16 - PROGRESS: at 40.91% examples, 216151 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:29,219 : INFO : EPOCH 16 - PROGRESS: at 41.02% examples, 216159 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:30,249 : INFO : EPOCH 16 - PROGRESS: at 41.15% examples, 216158 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:31,299 : INFO : EPOCH 16 - PROGRESS: at 41.26% examples, 216151 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:32,334 : INFO : EPOCH 16 - PROGRESS: at 41.39% examples, 216164 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:33,366 : INFO : EPOCH 16 - PROGRESS: at 41.50% examples, 216163 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:34,432 : INFO : EPOCH 16 - PROGRESS: at 41.61% examples, 216154 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:35,453 : INFO : EPOCH 16 - PROGRESS: at 41.75% examples, 216183 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:36,473 : INFO : EPOCH 16 - PROGRESS: at 41.88% examples, 216147 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:37,475 : INFO : EPOCH 16 - PROGRESS: at 42.00% examples, 216180 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:38,479 : INFO : EPOCH 16 - PROGRESS: at 42.12% examples, 216167 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:39,492 : INFO : EPOCH 16 - PROGRESS: at 42.23% examples, 216174 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:40,508 : INFO : EPOCH 16 - PROGRESS: at 42.34% examples, 216163 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:41,588 : INFO : EPOCH 16 - PROGRESS: at 42.46% examples, 216156 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:42,633 : INFO : EPOCH 16 - PROGRESS: at 42.59% examples, 216169 words/s, in_qsize 8, out_qsize 0
2020-07-17 03:58:43,644 : INFO : EPOCH 16 - PROGRESS: at 42.71% examples, 216179 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:44,686 : INFO : EPOCH 16 - PROGRESS: at 42.83% examples, 216159 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:45,732 : INFO : EPOCH 16 - PROGRESS: at 42.96% examples, 216165 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:46,758 : INFO : EPOCH 16 - PROGRESS: at 43.07% examples, 216178 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:47,804 : INFO : EPOCH 16 - PROGRESS: at 43.18% examples, 216148 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:48,805 : INFO : EPOCH 16 - PROGRESS: at 43.29% examples, 216164 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:49,869 : INFO : EPOCH 16 - PROGRESS: at 43.39% examples, 216160 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:50,873 : INFO : EPOCH 16 - PROGRESS: at 43.53% examples, 216189 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:51,960 : INFO : EPOCH 16 - PROGRESS: at 43.64% examples, 216165 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:53,017 : INFO : EPOCH 16 - PROGRESS: at 43.76% examples, 216164 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:54,059 : INFO : EPOCH 16 - PROGRESS: at 43.89% examples, 216162 words/s, in_qsize 6, out_qsize 1
2020-07-17 03:58:55,081 : INFO : EPOCH 16 - PROGRESS: at 44.02% examples, 216164 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:56,099 : INFO : EPOCH 16 - PROGRESS: at 44.14% examples, 216171 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:57,101 : INFO : EPOCH 16 - PROGRESS: at 44.25% examples, 216175 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:58,171 : INFO : EPOCH 16 - PROGRESS: at 44.38% examples, 216173 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:58:59,176 : INFO : EPOCH 16 - PROGRESS: at 44.50% examples, 216178 words/s, in_qsize 6, out_qsize 0
2020-07-17 03:59:00,194 : INFO : EPOCH 16 - PROGRESS: at 44.61% examples, 216182 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:01,243 : INFO : EPOCH 16 - PROGRESS: at 44.72% examples, 216169 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:02,258 : INFO : EPOCH 16 - PROGRESS: at 44.83% examples, 216188 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:03,283 : INFO : EPOCH 16 - PROGRESS: at 44.94% examples, 216184 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:04,287 : INFO : EPOCH 16 - PROGRESS: at 45.04% examples, 216179 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:05,356 : INFO : EPOCH 16 - PROGRESS: at 45.19% examples, 216169 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:06,406 : INFO : EPOCH 16 - PROGRESS: at 45.32% examples, 216179 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:07,475 : INFO : EPOCH 16 - PROGRESS: at 45.45% examples, 216166 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:08,510 : INFO : EPOCH 16 - PROGRESS: at 45.57% examples, 216178 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:09,510 : INFO : EPOCH 16 - PROGRESS: at 45.70% examples, 216196 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:10,514 : INFO : EPOCH 16 - PROGRESS: at 45.81% examples, 216199 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:11,537 : INFO : EPOCH 16 - PROGRESS: at 45.91% examples, 216198 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:12,563 : INFO : EPOCH 16 - PROGRESS: at 46.03% examples, 216177 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:13,621 : INFO : EPOCH 16 - PROGRESS: at 46.14% examples, 216185 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:14,643 : INFO : EPOCH 16 - PROGRESS: at 46.26% examples, 216190 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:15,718 : INFO : EPOCH 16 - PROGRESS: at 46.39% examples, 216175 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:16,794 : INFO : EPOCH 16 - PROGRESS: at 46.52% examples, 216181 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:17,846 : INFO : EPOCH 16 - PROGRESS: at 46.64% examples, 216182 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:18,880 : INFO : EPOCH 16 - PROGRESS: at 46.77% examples, 216188 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:19,889 : INFO : EPOCH 16 - PROGRESS: at 46.87% examples, 216200 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:20,926 : INFO : EPOCH 16 - PROGRESS: at 47.00% examples, 216183 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:21,928 : INFO : EPOCH 16 - PROGRESS: at 47.13% examples, 216193 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:22,941 : INFO : EPOCH 16 - PROGRESS: at 47.23% examples, 216189 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:24,000 : INFO : EPOCH 16 - PROGRESS: at 47.34% examples, 216180 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:25,034 : INFO : EPOCH 16 - PROGRESS: at 47.46% examples, 216201 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:26,070 : INFO : EPOCH 16 - PROGRESS: at 47.58% examples, 216200 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:27,088 : INFO : EPOCH 16 - PROGRESS: at 47.70% examples, 216209 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:28,118 : INFO : EPOCH 16 - PROGRESS: at 47.81% examples, 216192 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:29,135 : INFO : EPOCH 16 - PROGRESS: at 47.94% examples, 216215 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:30,138 : INFO : EPOCH 16 - PROGRESS: at 48.07% examples, 216217 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:31,169 : INFO : EPOCH 16 - PROGRESS: at 48.19% examples, 216205 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:32,248 : INFO : EPOCH 16 - PROGRESS: at 48.32% examples, 216198 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:33,260 : INFO : EPOCH 16 - PROGRESS: at 48.43% examples, 216211 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:34,291 : INFO : EPOCH 16 - PROGRESS: at 48.55% examples, 216210 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:35,322 : INFO : EPOCH 16 - PROGRESS: at 48.66% examples, 216209 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:36,370 : INFO : EPOCH 16 - PROGRESS: at 48.78% examples, 216204 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:37,405 : INFO : EPOCH 16 - PROGRESS: at 48.89% examples, 216220 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:38,411 : INFO : EPOCH 16 - PROGRESS: at 48.99% examples, 216221 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:39,434 : INFO : EPOCH 16 - PROGRESS: at 49.10% examples, 216217 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:40,504 : INFO : EPOCH 16 - PROGRESS: at 49.22% examples, 216202 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:41,547 : INFO : EPOCH 16 - PROGRESS: at 49.34% examples, 216204 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:42,602 : INFO : EPOCH 16 - PROGRESS: at 49.48% examples, 216207 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:43,616 : INFO : EPOCH 16 - PROGRESS: at 49.58% examples, 216210 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:44,647 : INFO : EPOCH 16 - PROGRESS: at 49.70% examples, 216223 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:45,697 : INFO : EPOCH 16 - PROGRESS: at 49.81% examples, 216211 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:46,739 : INFO : EPOCH 16 - PROGRESS: at 49.94% examples, 216216 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:47,750 : INFO : EPOCH 16 - PROGRESS: at 50.05% examples, 216213 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:48,751 : INFO : EPOCH 16 - PROGRESS: at 50.16% examples, 216238 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:49,792 : INFO : EPOCH 16 - PROGRESS: at 50.30% examples, 216222 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:50,822 : INFO : EPOCH 16 - PROGRESS: at 50.40% examples, 216217 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:51,822 : INFO : EPOCH 16 - PROGRESS: at 50.51% examples, 216215 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:52,854 : INFO : EPOCH 16 - PROGRESS: at 50.62% examples, 216228 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:53,878 : INFO : EPOCH 16 - PROGRESS: at 50.72% examples, 216218 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:54,908 : INFO : EPOCH 16 - PROGRESS: at 50.84% examples, 216222 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:55,938 : INFO : EPOCH 16 - PROGRESS: at 50.95% examples, 216231 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:56,957 : INFO : EPOCH 16 - PROGRESS: at 51.07% examples, 216224 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:57,977 : INFO : EPOCH 16 - PROGRESS: at 51.19% examples, 216227 words/s, in_qsize 7, out_qsize 0
2020-07-17 03:59:59,032 : INFO : EPOCH 16 - PROGRESS: at 51.29% examples, 216226 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:00,041 : INFO : EPOCH 16 - PROGRESS: at 51.41% examples, 216233 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:01,085 : INFO : EPOCH 16 - PROGRESS: at 51.52% examples, 216227 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:02,097 : INFO : EPOCH 16 - PROGRESS: at 51.64% examples, 216237 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:00:03,170 : INFO : EPOCH 16 - PROGRESS: at 51.75% examples, 216221 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:04,177 : INFO : EPOCH 16 - PROGRESS: at 51.86% examples, 216247 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:05,195 : INFO : EPOCH 16 - PROGRESS: at 51.97% examples, 216223 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:06,210 : INFO : EPOCH 16 - PROGRESS: at 52.10% examples, 216237 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:07,271 : INFO : EPOCH 16 - PROGRESS: at 52.21% examples, 216222 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:08,278 : INFO : EPOCH 16 - PROGRESS: at 52.34% examples, 216221 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:09,338 : INFO : EPOCH 16 - PROGRESS: at 52.47% examples, 216209 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:10,362 : INFO : EPOCH 16 - PROGRESS: at 52.60% examples, 216197 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:11,413 : INFO : EPOCH 16 - PROGRESS: at 52.74% examples, 216199 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:12,436 : INFO : EPOCH 16 - PROGRESS: at 52.85% examples, 216199 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:13,478 : INFO : EPOCH 16 - PROGRESS: at 52.97% examples, 216178 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:14,487 : INFO : EPOCH 16 - PROGRESS: at 53.08% examples, 216171 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:15,509 : INFO : EPOCH 16 - PROGRESS: at 53.19% examples, 216141 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:16,530 : INFO : EPOCH 16 - PROGRESS: at 53.29% examples, 216057 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:17,550 : INFO : EPOCH 16 - PROGRESS: at 53.38% examples, 216005 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:18,616 : INFO : EPOCH 16 - PROGRESS: at 53.52% examples, 215985 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:19,633 : INFO : EPOCH 16 - PROGRESS: at 53.65% examples, 216000 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:20,688 : INFO : EPOCH 16 - PROGRESS: at 53.77% examples, 215991 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:21,703 : INFO : EPOCH 16 - PROGRESS: at 53.90% examples, 216003 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:22,727 : INFO : EPOCH 16 - PROGRESS: at 54.00% examples, 215994 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:23,750 : INFO : EPOCH 16 - PROGRESS: at 54.11% examples, 215980 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:24,782 : INFO : EPOCH 16 - PROGRESS: at 54.23% examples, 215978 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:25,816 : INFO : EPOCH 16 - PROGRESS: at 54.36% examples, 215990 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:26,826 : INFO : EPOCH 16 - PROGRESS: at 54.47% examples, 216002 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:27,833 : INFO : EPOCH 16 - PROGRESS: at 54.59% examples, 216007 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:28,854 : INFO : EPOCH 16 - PROGRESS: at 54.71% examples, 215986 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:29,888 : INFO : EPOCH 16 - PROGRESS: at 54.83% examples, 216005 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:30,903 : INFO : EPOCH 16 - PROGRESS: at 54.94% examples, 215991 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:31,931 : INFO : EPOCH 16 - PROGRESS: at 55.06% examples, 216006 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:32,958 : INFO : EPOCH 16 - PROGRESS: at 55.15% examples, 215990 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:33,998 : INFO : EPOCH 16 - PROGRESS: at 55.27% examples, 215997 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:35,005 : INFO : EPOCH 16 - PROGRESS: at 55.39% examples, 216016 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:36,019 : INFO : EPOCH 16 - PROGRESS: at 55.50% examples, 216014 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:37,024 : INFO : EPOCH 16 - PROGRESS: at 55.61% examples, 215998 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:38,071 : INFO : EPOCH 16 - PROGRESS: at 55.73% examples, 216002 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:39,076 : INFO : EPOCH 16 - PROGRESS: at 55.84% examples, 216004 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:40,160 : INFO : EPOCH 16 - PROGRESS: at 55.98% examples, 215994 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:41,195 : INFO : EPOCH 16 - PROGRESS: at 56.10% examples, 215996 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:42,198 : INFO : EPOCH 16 - PROGRESS: at 56.22% examples, 216018 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:43,231 : INFO : EPOCH 16 - PROGRESS: at 56.33% examples, 215991 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:44,275 : INFO : EPOCH 16 - PROGRESS: at 56.45% examples, 215993 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:45,312 : INFO : EPOCH 16 - PROGRESS: at 56.56% examples, 216004 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:46,317 : INFO : EPOCH 16 - PROGRESS: at 56.68% examples, 216010 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:47,353 : INFO : EPOCH 16 - PROGRESS: at 56.80% examples, 216006 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:48,401 : INFO : EPOCH 16 - PROGRESS: at 56.92% examples, 216006 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:49,418 : INFO : EPOCH 16 - PROGRESS: at 57.05% examples, 216001 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:50,433 : INFO : EPOCH 16 - PROGRESS: at 57.18% examples, 216010 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:51,450 : INFO : EPOCH 16 - PROGRESS: at 57.30% examples, 216008 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:52,493 : INFO : EPOCH 16 - PROGRESS: at 57.40% examples, 216003 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:53,522 : INFO : EPOCH 16 - PROGRESS: at 57.51% examples, 216013 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:54,555 : INFO : EPOCH 16 - PROGRESS: at 57.63% examples, 216001 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:55,600 : INFO : EPOCH 16 - PROGRESS: at 57.75% examples, 216014 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:56,601 : INFO : EPOCH 16 - PROGRESS: at 57.85% examples, 216015 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:57,643 : INFO : EPOCH 16 - PROGRESS: at 57.97% examples, 216008 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:58,650 : INFO : EPOCH 16 - PROGRESS: at 58.08% examples, 216012 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:00:59,650 : INFO : EPOCH 16 - PROGRESS: at 58.19% examples, 216021 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:00,662 : INFO : EPOCH 16 - PROGRESS: at 58.32% examples, 216021 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:01,666 : INFO : EPOCH 16 - PROGRESS: at 58.45% examples, 216014 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:02,680 : INFO : EPOCH 16 - PROGRESS: at 58.58% examples, 216018 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:03,704 : INFO : EPOCH 16 - PROGRESS: at 58.70% examples, 216027 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:04,727 : INFO : EPOCH 16 - PROGRESS: at 58.79% examples, 216015 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:05,741 : INFO : EPOCH 16 - PROGRESS: at 58.92% examples, 216025 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:06,787 : INFO : EPOCH 16 - PROGRESS: at 59.03% examples, 216023 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:07,797 : INFO : EPOCH 16 - PROGRESS: at 59.14% examples, 216027 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:08,815 : INFO : EPOCH 16 - PROGRESS: at 59.26% examples, 216030 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:09,844 : INFO : EPOCH 16 - PROGRESS: at 59.37% examples, 216022 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:10,874 : INFO : EPOCH 16 - PROGRESS: at 59.50% examples, 216021 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:11,901 : INFO : EPOCH 16 - PROGRESS: at 59.63% examples, 216026 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:12,907 : INFO : EPOCH 16 - PROGRESS: at 59.75% examples, 216038 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:13,979 : INFO : EPOCH 16 - PROGRESS: at 59.86% examples, 216019 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:14,998 : INFO : EPOCH 16 - PROGRESS: at 59.98% examples, 216029 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:16,000 : INFO : EPOCH 16 - PROGRESS: at 60.11% examples, 216029 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:17,044 : INFO : EPOCH 16 - PROGRESS: at 60.22% examples, 216035 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:18,055 : INFO : EPOCH 16 - PROGRESS: at 60.34% examples, 216039 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:19,142 : INFO : EPOCH 16 - PROGRESS: at 60.47% examples, 216022 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:20,191 : INFO : EPOCH 16 - PROGRESS: at 60.60% examples, 216034 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:21,234 : INFO : EPOCH 16 - PROGRESS: at 60.74% examples, 216040 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:22,279 : INFO : EPOCH 16 - PROGRESS: at 60.87% examples, 216039 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:23,340 : INFO : EPOCH 16 - PROGRESS: at 61.01% examples, 216038 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:24,399 : INFO : EPOCH 16 - PROGRESS: at 61.13% examples, 216031 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:25,428 : INFO : EPOCH 16 - PROGRESS: at 61.25% examples, 216045 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:26,434 : INFO : EPOCH 16 - PROGRESS: at 61.36% examples, 216045 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:27,525 : INFO : EPOCH 16 - PROGRESS: at 61.47% examples, 216026 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:28,562 : INFO : EPOCH 16 - PROGRESS: at 61.59% examples, 216039 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:29,608 : INFO : EPOCH 16 - PROGRESS: at 61.73% examples, 216034 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:30,640 : INFO : EPOCH 16 - PROGRESS: at 61.89% examples, 216041 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:31,650 : INFO : EPOCH 16 - PROGRESS: at 62.00% examples, 216055 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:32,712 : INFO : EPOCH 16 - PROGRESS: at 62.13% examples, 216043 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:33,761 : INFO : EPOCH 16 - PROGRESS: at 62.25% examples, 216042 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:34,790 : INFO : EPOCH 16 - PROGRESS: at 62.37% examples, 216045 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:35,846 : INFO : EPOCH 16 - PROGRESS: at 62.49% examples, 216050 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:36,857 : INFO : EPOCH 16 - PROGRESS: at 62.62% examples, 216047 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:37,858 : INFO : EPOCH 16 - PROGRESS: at 62.76% examples, 216070 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:38,899 : INFO : EPOCH 16 - PROGRESS: at 62.88% examples, 216038 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:39,905 : INFO : EPOCH 16 - PROGRESS: at 63.01% examples, 216052 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:01:40,948 : INFO : EPOCH 16 - PROGRESS: at 63.13% examples, 216036 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:41,954 : INFO : EPOCH 16 - PROGRESS: at 63.24% examples, 216050 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:42,964 : INFO : EPOCH 16 - PROGRESS: at 63.34% examples, 216050 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:44,045 : INFO : EPOCH 16 - PROGRESS: at 63.46% examples, 216040 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:45,089 : INFO : EPOCH 16 - PROGRESS: at 63.58% examples, 216037 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:46,136 : INFO : EPOCH 16 - PROGRESS: at 63.69% examples, 216045 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:47,188 : INFO : EPOCH 16 - PROGRESS: at 63.82% examples, 216048 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:48,235 : INFO : EPOCH 16 - PROGRESS: at 63.93% examples, 216048 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:49,249 : INFO : EPOCH 16 - PROGRESS: at 64.04% examples, 216058 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:50,275 : INFO : EPOCH 16 - PROGRESS: at 64.16% examples, 216047 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:51,304 : INFO : EPOCH 16 - PROGRESS: at 64.25% examples, 216048 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:52,322 : INFO : EPOCH 16 - PROGRESS: at 64.37% examples, 216040 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:53,322 : INFO : EPOCH 16 - PROGRESS: at 64.50% examples, 216059 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:54,325 : INFO : EPOCH 16 - PROGRESS: at 64.59% examples, 216058 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:55,359 : INFO : EPOCH 16 - PROGRESS: at 64.71% examples, 216044 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:56,380 : INFO : EPOCH 16 - PROGRESS: at 64.84% examples, 216050 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:57,431 : INFO : EPOCH 16 - PROGRESS: at 64.96% examples, 216046 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:58,496 : INFO : EPOCH 16 - PROGRESS: at 65.08% examples, 216040 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:01:59,530 : INFO : EPOCH 16 - PROGRESS: at 65.22% examples, 216052 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:00,542 : INFO : EPOCH 16 - PROGRESS: at 65.34% examples, 216059 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:01,592 : INFO : EPOCH 16 - PROGRESS: at 65.47% examples, 216050 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:02,644 : INFO : EPOCH 16 - PROGRESS: at 65.58% examples, 216046 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:03,663 : INFO : EPOCH 16 - PROGRESS: at 65.70% examples, 216061 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:04,666 : INFO : EPOCH 16 - PROGRESS: at 65.83% examples, 216064 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:05,685 : INFO : EPOCH 16 - PROGRESS: at 65.94% examples, 216058 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:06,694 : INFO : EPOCH 16 - PROGRESS: at 66.05% examples, 216055 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:07,705 : INFO : EPOCH 16 - PROGRESS: at 66.17% examples, 216063 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:08,732 : INFO : EPOCH 16 - PROGRESS: at 66.28% examples, 216052 words/s, in_qsize 8, out_qsize 1
2020-07-17 04:02:09,815 : INFO : EPOCH 16 - PROGRESS: at 66.43% examples, 216047 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:10,836 : INFO : EPOCH 16 - PROGRESS: at 66.54% examples, 216057 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:11,901 : INFO : EPOCH 16 - PROGRESS: at 66.65% examples, 216059 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:12,926 : INFO : EPOCH 16 - PROGRESS: at 66.77% examples, 216064 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:13,931 : INFO : EPOCH 16 - PROGRESS: at 66.90% examples, 216070 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:14,979 : INFO : EPOCH 16 - PROGRESS: at 67.02% examples, 216062 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:15,980 : INFO : EPOCH 16 - PROGRESS: at 67.13% examples, 216069 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:16,982 : INFO : EPOCH 16 - PROGRESS: at 67.26% examples, 216075 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:17,995 : INFO : EPOCH 16 - PROGRESS: at 67.39% examples, 216063 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:19,017 : INFO : EPOCH 16 - PROGRESS: at 67.51% examples, 216072 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:20,022 : INFO : EPOCH 16 - PROGRESS: at 67.63% examples, 216071 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:21,039 : INFO : EPOCH 16 - PROGRESS: at 67.74% examples, 216069 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:22,077 : INFO : EPOCH 16 - PROGRESS: at 67.85% examples, 216076 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:23,119 : INFO : EPOCH 16 - PROGRESS: at 67.98% examples, 216076 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:24,130 : INFO : EPOCH 16 - PROGRESS: at 68.09% examples, 216078 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:25,178 : INFO : EPOCH 16 - PROGRESS: at 68.23% examples, 216077 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:26,179 : INFO : EPOCH 16 - PROGRESS: at 68.36% examples, 216085 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:27,217 : INFO : EPOCH 16 - PROGRESS: at 68.46% examples, 216075 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:28,266 : INFO : EPOCH 16 - PROGRESS: at 68.58% examples, 216075 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:29,286 : INFO : EPOCH 16 - PROGRESS: at 68.71% examples, 216079 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:30,313 : INFO : EPOCH 16 - PROGRESS: at 68.83% examples, 216079 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:31,327 : INFO : EPOCH 16 - PROGRESS: at 68.93% examples, 216078 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:32,387 : INFO : EPOCH 16 - PROGRESS: at 69.04% examples, 216078 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:33,406 : INFO : EPOCH 16 - PROGRESS: at 69.15% examples, 216082 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:34,409 : INFO : EPOCH 16 - PROGRESS: at 69.27% examples, 216093 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:35,420 : INFO : EPOCH 16 - PROGRESS: at 69.39% examples, 216096 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:36,464 : INFO : EPOCH 16 - PROGRESS: at 69.52% examples, 216084 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:37,564 : INFO : EPOCH 16 - PROGRESS: at 69.65% examples, 216074 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:38,639 : INFO : EPOCH 16 - PROGRESS: at 69.78% examples, 216078 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:39,662 : INFO : EPOCH 16 - PROGRESS: at 69.89% examples, 216087 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:40,664 : INFO : EPOCH 16 - PROGRESS: at 70.02% examples, 216104 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:41,678 : INFO : EPOCH 16 - PROGRESS: at 70.13% examples, 216099 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:42,720 : INFO : EPOCH 16 - PROGRESS: at 70.25% examples, 216099 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:43,721 : INFO : EPOCH 16 - PROGRESS: at 70.36% examples, 216097 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:44,741 : INFO : EPOCH 16 - PROGRESS: at 70.48% examples, 216100 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:45,779 : INFO : EPOCH 16 - PROGRESS: at 70.61% examples, 216093 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:46,783 : INFO : EPOCH 16 - PROGRESS: at 70.73% examples, 216086 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:47,811 : INFO : EPOCH 16 - PROGRESS: at 70.86% examples, 216090 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:48,856 : INFO : EPOCH 16 - PROGRESS: at 70.97% examples, 216102 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:49,931 : INFO : EPOCH 16 - PROGRESS: at 71.09% examples, 216090 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:50,941 : INFO : EPOCH 16 - PROGRESS: at 71.22% examples, 216107 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:51,970 : INFO : EPOCH 16 - PROGRESS: at 71.33% examples, 216102 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:52,995 : INFO : EPOCH 16 - PROGRESS: at 71.42% examples, 216099 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:54,008 : INFO : EPOCH 16 - PROGRESS: at 71.55% examples, 216095 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:55,018 : INFO : EPOCH 16 - PROGRESS: at 71.67% examples, 216103 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:56,049 : INFO : EPOCH 16 - PROGRESS: at 71.79% examples, 216106 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:57,066 : INFO : EPOCH 16 - PROGRESS: at 71.91% examples, 216112 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:58,073 : INFO : EPOCH 16 - PROGRESS: at 72.03% examples, 216101 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:02:59,078 : INFO : EPOCH 16 - PROGRESS: at 72.15% examples, 216109 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:00,124 : INFO : EPOCH 16 - PROGRESS: at 72.28% examples, 216102 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:01,143 : INFO : EPOCH 16 - PROGRESS: at 72.40% examples, 216109 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:02,179 : INFO : EPOCH 16 - PROGRESS: at 72.50% examples, 216106 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:03,179 : INFO : EPOCH 16 - PROGRESS: at 72.62% examples, 216114 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:04,182 : INFO : EPOCH 16 - PROGRESS: at 72.74% examples, 216106 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:05,195 : INFO : EPOCH 16 - PROGRESS: at 72.87% examples, 216114 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:06,240 : INFO : EPOCH 16 - PROGRESS: at 73.00% examples, 216108 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:07,252 : INFO : EPOCH 16 - PROGRESS: at 73.13% examples, 216114 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:08,319 : INFO : EPOCH 16 - PROGRESS: at 73.25% examples, 216112 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:09,329 : INFO : EPOCH 16 - PROGRESS: at 73.39% examples, 216118 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:10,383 : INFO : EPOCH 16 - PROGRESS: at 73.52% examples, 216111 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:11,400 : INFO : EPOCH 16 - PROGRESS: at 73.64% examples, 216123 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:12,404 : INFO : EPOCH 16 - PROGRESS: at 73.74% examples, 216133 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:13,427 : INFO : EPOCH 16 - PROGRESS: at 73.85% examples, 216129 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:14,464 : INFO : EPOCH 16 - PROGRESS: at 73.98% examples, 216120 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:15,512 : INFO : EPOCH 16 - PROGRESS: at 74.09% examples, 216122 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:16,552 : INFO : EPOCH 16 - PROGRESS: at 74.20% examples, 216119 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:17,574 : INFO : EPOCH 16 - PROGRESS: at 74.32% examples, 216128 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:18,590 : INFO : EPOCH 16 - PROGRESS: at 74.45% examples, 216123 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:19,603 : INFO : EPOCH 16 - PROGRESS: at 74.57% examples, 216119 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:20,606 : INFO : EPOCH 16 - PROGRESS: at 74.69% examples, 216125 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:21,690 : INFO : EPOCH 16 - PROGRESS: at 74.80% examples, 216117 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:22,704 : INFO : EPOCH 16 - PROGRESS: at 74.94% examples, 216130 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:23,718 : INFO : EPOCH 16 - PROGRESS: at 75.06% examples, 216131 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:24,754 : INFO : EPOCH 16 - PROGRESS: at 75.17% examples, 216130 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:25,819 : INFO : EPOCH 16 - PROGRESS: at 75.29% examples, 216122 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:26,879 : INFO : EPOCH 16 - PROGRESS: at 75.41% examples, 216122 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:27,904 : INFO : EPOCH 16 - PROGRESS: at 75.54% examples, 216125 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:28,913 : INFO : EPOCH 16 - PROGRESS: at 75.66% examples, 216145 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:29,939 : INFO : EPOCH 16 - PROGRESS: at 75.79% examples, 216135 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:31,008 : INFO : EPOCH 16 - PROGRESS: at 75.90% examples, 216131 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:32,119 : INFO : EPOCH 16 - PROGRESS: at 76.04% examples, 216120 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:33,141 : INFO : EPOCH 16 - PROGRESS: at 76.16% examples, 216128 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:34,157 : INFO : EPOCH 16 - PROGRESS: at 76.27% examples, 216133 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:35,163 : INFO : EPOCH 16 - PROGRESS: at 76.41% examples, 216132 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:36,176 : INFO : EPOCH 16 - PROGRESS: at 76.53% examples, 216142 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:37,193 : INFO : EPOCH 16 - PROGRESS: at 76.63% examples, 216132 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:38,229 : INFO : EPOCH 16 - PROGRESS: at 76.75% examples, 216135 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:39,230 : INFO : EPOCH 16 - PROGRESS: at 76.87% examples, 216143 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:40,253 : INFO : EPOCH 16 - PROGRESS: at 76.99% examples, 216138 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:41,315 : INFO : EPOCH 16 - PROGRESS: at 77.09% examples, 216131 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:42,325 : INFO : EPOCH 16 - PROGRESS: at 77.21% examples, 216140 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:43,363 : INFO : EPOCH 16 - PROGRESS: at 77.33% examples, 216140 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:44,369 : INFO : EPOCH 16 - PROGRESS: at 77.44% examples, 216148 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:45,375 : INFO : EPOCH 16 - PROGRESS: at 77.56% examples, 216155 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:46,383 : INFO : EPOCH 16 - PROGRESS: at 77.67% examples, 216155 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:47,419 : INFO : EPOCH 16 - PROGRESS: at 77.78% examples, 216147 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:48,425 : INFO : EPOCH 16 - PROGRESS: at 77.90% examples, 216153 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:49,428 : INFO : EPOCH 16 - PROGRESS: at 78.02% examples, 216153 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:50,433 : INFO : EPOCH 16 - PROGRESS: at 78.15% examples, 216154 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:51,485 : INFO : EPOCH 16 - PROGRESS: at 78.28% examples, 216144 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:52,531 : INFO : EPOCH 16 - PROGRESS: at 78.40% examples, 216151 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:53,577 : INFO : EPOCH 16 - PROGRESS: at 78.52% examples, 216151 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:54,609 : INFO : EPOCH 16 - PROGRESS: at 78.65% examples, 216148 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:55,624 : INFO : EPOCH 16 - PROGRESS: at 78.77% examples, 216156 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:56,626 : INFO : EPOCH 16 - PROGRESS: at 78.90% examples, 216160 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:57,630 : INFO : EPOCH 16 - PROGRESS: at 79.02% examples, 216155 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:03:58,669 : INFO : EPOCH 16 - PROGRESS: at 79.17% examples, 216154 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:03:59,670 : INFO : EPOCH 16 - PROGRESS: at 79.29% examples, 216160 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:00,676 : INFO : EPOCH 16 - PROGRESS: at 79.39% examples, 216163 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:01,724 : INFO : EPOCH 16 - PROGRESS: at 79.52% examples, 216155 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:02,737 : INFO : EPOCH 16 - PROGRESS: at 79.64% examples, 216163 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:03,814 : INFO : EPOCH 16 - PROGRESS: at 79.75% examples, 216154 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:04,830 : INFO : EPOCH 16 - PROGRESS: at 79.87% examples, 216161 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:05,847 : INFO : EPOCH 16 - PROGRESS: at 80.00% examples, 216153 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:06,886 : INFO : EPOCH 16 - PROGRESS: at 80.13% examples, 216158 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:07,925 : INFO : EPOCH 16 - PROGRESS: at 80.23% examples, 216156 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:09,021 : INFO : EPOCH 16 - PROGRESS: at 80.33% examples, 216148 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:10,029 : INFO : EPOCH 16 - PROGRESS: at 80.45% examples, 216169 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:11,068 : INFO : EPOCH 16 - PROGRESS: at 80.57% examples, 216163 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:12,100 : INFO : EPOCH 16 - PROGRESS: at 80.70% examples, 216168 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:13,130 : INFO : EPOCH 16 - PROGRESS: at 80.81% examples, 216158 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:14,139 : INFO : EPOCH 16 - PROGRESS: at 80.94% examples, 216159 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:15,218 : INFO : EPOCH 16 - PROGRESS: at 81.05% examples, 216157 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:16,254 : INFO : EPOCH 16 - PROGRESS: at 81.16% examples, 216150 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:17,256 : INFO : EPOCH 16 - PROGRESS: at 81.29% examples, 216165 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:18,298 : INFO : EPOCH 16 - PROGRESS: at 81.43% examples, 216170 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:19,308 : INFO : EPOCH 16 - PROGRESS: at 81.54% examples, 216169 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:20,309 : INFO : EPOCH 16 - PROGRESS: at 81.65% examples, 216158 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:21,335 : INFO : EPOCH 16 - PROGRESS: at 81.75% examples, 216165 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:22,361 : INFO : EPOCH 16 - PROGRESS: at 81.86% examples, 216169 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:23,368 : INFO : EPOCH 16 - PROGRESS: at 81.99% examples, 216163 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:24,390 : INFO : EPOCH 16 - PROGRESS: at 82.14% examples, 216166 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:25,396 : INFO : EPOCH 16 - PROGRESS: at 82.24% examples, 216161 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:26,444 : INFO : EPOCH 16 - PROGRESS: at 82.38% examples, 216165 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:27,465 : INFO : EPOCH 16 - PROGRESS: at 82.49% examples, 216172 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:28,523 : INFO : EPOCH 16 - PROGRESS: at 82.64% examples, 216164 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:29,532 : INFO : EPOCH 16 - PROGRESS: at 82.77% examples, 216175 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:30,569 : INFO : EPOCH 16 - PROGRESS: at 82.88% examples, 216171 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:31,606 : INFO : EPOCH 16 - PROGRESS: at 82.98% examples, 216177 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:32,606 : INFO : EPOCH 16 - PROGRESS: at 83.10% examples, 216175 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:33,647 : INFO : EPOCH 16 - PROGRESS: at 83.22% examples, 216172 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:34,722 : INFO : EPOCH 16 - PROGRESS: at 83.33% examples, 216166 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:35,759 : INFO : EPOCH 16 - PROGRESS: at 83.45% examples, 216170 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:36,801 : INFO : EPOCH 16 - PROGRESS: at 83.56% examples, 216168 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:37,831 : INFO : EPOCH 16 - PROGRESS: at 83.70% examples, 216169 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:38,856 : INFO : EPOCH 16 - PROGRESS: at 83.82% examples, 216166 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:39,880 : INFO : EPOCH 16 - PROGRESS: at 83.93% examples, 216164 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:40,907 : INFO : EPOCH 16 - PROGRESS: at 84.05% examples, 216154 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:41,914 : INFO : EPOCH 16 - PROGRESS: at 84.15% examples, 216156 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:42,936 : INFO : EPOCH 16 - PROGRESS: at 84.25% examples, 216153 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:43,939 : INFO : EPOCH 16 - PROGRESS: at 84.39% examples, 216152 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:44,946 : INFO : EPOCH 16 - PROGRESS: at 84.50% examples, 216160 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:45,960 : INFO : EPOCH 16 - PROGRESS: at 84.61% examples, 216153 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:46,968 : INFO : EPOCH 16 - PROGRESS: at 84.74% examples, 216152 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:47,980 : INFO : EPOCH 16 - PROGRESS: at 84.85% examples, 216150 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:49,017 : INFO : EPOCH 16 - PROGRESS: at 84.96% examples, 216150 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:50,034 : INFO : EPOCH 16 - PROGRESS: at 85.06% examples, 216144 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:51,051 : INFO : EPOCH 16 - PROGRESS: at 85.19% examples, 216144 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:52,056 : INFO : EPOCH 16 - PROGRESS: at 85.29% examples, 216143 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:53,096 : INFO : EPOCH 16 - PROGRESS: at 85.42% examples, 216132 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:54,123 : INFO : EPOCH 16 - PROGRESS: at 85.52% examples, 216075 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:55,141 : INFO : EPOCH 16 - PROGRESS: at 85.63% examples, 216038 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:56,148 : INFO : EPOCH 16 - PROGRESS: at 85.75% examples, 216029 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:57,158 : INFO : EPOCH 16 - PROGRESS: at 85.87% examples, 216024 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:58,202 : INFO : EPOCH 16 - PROGRESS: at 86.00% examples, 216023 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:04:59,246 : INFO : EPOCH 16 - PROGRESS: at 86.13% examples, 216023 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:00,291 : INFO : EPOCH 16 - PROGRESS: at 86.24% examples, 216025 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:01,320 : INFO : EPOCH 16 - PROGRESS: at 86.34% examples, 216025 words/s, in_qsize 8, out_qsize 1
2020-07-17 04:05:02,376 : INFO : EPOCH 16 - PROGRESS: at 86.45% examples, 216028 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:03,389 : INFO : EPOCH 16 - PROGRESS: at 86.55% examples, 216029 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:04,400 : INFO : EPOCH 16 - PROGRESS: at 86.68% examples, 216039 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:05,413 : INFO : EPOCH 16 - PROGRESS: at 86.79% examples, 216028 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:06,415 : INFO : EPOCH 16 - PROGRESS: at 86.90% examples, 216025 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:07,426 : INFO : EPOCH 16 - PROGRESS: at 87.01% examples, 216032 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:08,434 : INFO : EPOCH 16 - PROGRESS: at 87.13% examples, 216034 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:09,438 : INFO : EPOCH 16 - PROGRESS: at 87.24% examples, 216026 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:10,470 : INFO : EPOCH 16 - PROGRESS: at 87.36% examples, 216035 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:11,510 : INFO : EPOCH 16 - PROGRESS: at 87.48% examples, 216028 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:12,537 : INFO : EPOCH 16 - PROGRESS: at 87.61% examples, 216033 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:13,572 : INFO : EPOCH 16 - PROGRESS: at 87.71% examples, 216029 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:14,613 : INFO : EPOCH 16 - PROGRESS: at 87.81% examples, 216030 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:15,638 : INFO : EPOCH 16 - PROGRESS: at 87.94% examples, 216042 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:16,665 : INFO : EPOCH 16 - PROGRESS: at 88.07% examples, 216037 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:17,745 : INFO : EPOCH 16 - PROGRESS: at 88.21% examples, 216027 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:18,748 : INFO : EPOCH 16 - PROGRESS: at 88.32% examples, 216040 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:19,750 : INFO : EPOCH 16 - PROGRESS: at 88.44% examples, 216038 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:20,786 : INFO : EPOCH 16 - PROGRESS: at 88.56% examples, 216040 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:21,855 : INFO : EPOCH 16 - PROGRESS: at 88.69% examples, 216039 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:22,870 : INFO : EPOCH 16 - PROGRESS: at 88.79% examples, 216045 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:23,875 : INFO : EPOCH 16 - PROGRESS: at 88.91% examples, 216046 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:24,924 : INFO : EPOCH 16 - PROGRESS: at 89.05% examples, 216048 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:25,948 : INFO : EPOCH 16 - PROGRESS: at 89.16% examples, 216047 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:26,963 : INFO : EPOCH 16 - PROGRESS: at 89.27% examples, 216045 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:28,024 : INFO : EPOCH 16 - PROGRESS: at 89.38% examples, 216039 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:29,046 : INFO : EPOCH 16 - PROGRESS: at 89.51% examples, 216046 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:30,084 : INFO : EPOCH 16 - PROGRESS: at 89.62% examples, 216047 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:31,113 : INFO : EPOCH 16 - PROGRESS: at 89.71% examples, 216046 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:32,148 : INFO : EPOCH 16 - PROGRESS: at 89.84% examples, 216048 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:33,150 : INFO : EPOCH 16 - PROGRESS: at 89.95% examples, 216051 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:34,191 : INFO : EPOCH 16 - PROGRESS: at 90.06% examples, 216043 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:35,252 : INFO : EPOCH 16 - PROGRESS: at 90.20% examples, 216053 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:36,256 : INFO : EPOCH 16 - PROGRESS: at 90.31% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:37,277 : INFO : EPOCH 16 - PROGRESS: at 90.43% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:38,330 : INFO : EPOCH 16 - PROGRESS: at 90.55% examples, 216052 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:39,350 : INFO : EPOCH 16 - PROGRESS: at 90.68% examples, 216058 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:40,350 : INFO : EPOCH 16 - PROGRESS: at 90.80% examples, 216061 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:41,394 : INFO : EPOCH 16 - PROGRESS: at 90.92% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:42,450 : INFO : EPOCH 16 - PROGRESS: at 91.02% examples, 216053 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:43,470 : INFO : EPOCH 16 - PROGRESS: at 91.13% examples, 216054 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:44,478 : INFO : EPOCH 16 - PROGRESS: at 91.26% examples, 216059 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:45,478 : INFO : EPOCH 16 - PROGRESS: at 91.38% examples, 216068 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:46,496 : INFO : EPOCH 16 - PROGRESS: at 91.48% examples, 216061 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:47,502 : INFO : EPOCH 16 - PROGRESS: at 91.60% examples, 216066 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:48,514 : INFO : EPOCH 16 - PROGRESS: at 91.71% examples, 216055 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:49,524 : INFO : EPOCH 16 - PROGRESS: at 91.81% examples, 216053 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:50,550 : INFO : EPOCH 16 - PROGRESS: at 91.93% examples, 216063 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:51,559 : INFO : EPOCH 16 - PROGRESS: at 92.06% examples, 216074 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:52,628 : INFO : EPOCH 16 - PROGRESS: at 92.20% examples, 216059 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:53,644 : INFO : EPOCH 16 - PROGRESS: at 92.32% examples, 216068 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:54,654 : INFO : EPOCH 16 - PROGRESS: at 92.42% examples, 216062 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:55,703 : INFO : EPOCH 16 - PROGRESS: at 92.54% examples, 216067 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:56,705 : INFO : EPOCH 16 - PROGRESS: at 92.66% examples, 216069 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:57,734 : INFO : EPOCH 16 - PROGRESS: at 92.78% examples, 216072 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:58,741 : INFO : EPOCH 16 - PROGRESS: at 92.88% examples, 216070 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:05:59,791 : INFO : EPOCH 16 - PROGRESS: at 92.99% examples, 216067 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:06:00,794 : INFO : EPOCH 16 - PROGRESS: at 93.11% examples, 216072 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:01,795 : INFO : EPOCH 16 - PROGRESS: at 93.22% examples, 216068 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:02,801 : INFO : EPOCH 16 - PROGRESS: at 93.33% examples, 216080 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:03,856 : INFO : EPOCH 16 - PROGRESS: at 93.46% examples, 216068 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:04,897 : INFO : EPOCH 16 - PROGRESS: at 93.59% examples, 216071 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:05,906 : INFO : EPOCH 16 - PROGRESS: at 93.71% examples, 216077 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:06,931 : INFO : EPOCH 16 - PROGRESS: at 93.81% examples, 216067 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:07,947 : INFO : EPOCH 16 - PROGRESS: at 93.92% examples, 216071 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:08,981 : INFO : EPOCH 16 - PROGRESS: at 94.06% examples, 216068 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:10,050 : INFO : EPOCH 16 - PROGRESS: at 94.20% examples, 216070 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:11,055 : INFO : EPOCH 16 - PROGRESS: at 94.32% examples, 216075 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:12,073 : INFO : EPOCH 16 - PROGRESS: at 94.44% examples, 216071 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:13,085 : INFO : EPOCH 16 - PROGRESS: at 94.56% examples, 216082 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:14,094 : INFO : EPOCH 16 - PROGRESS: at 94.66% examples, 216076 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:15,110 : INFO : EPOCH 16 - PROGRESS: at 94.78% examples, 216079 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:16,133 : INFO : EPOCH 16 - PROGRESS: at 94.90% examples, 216072 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:17,134 : INFO : EPOCH 16 - PROGRESS: at 94.99% examples, 216077 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:18,180 : INFO : EPOCH 16 - PROGRESS: at 95.11% examples, 216077 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:19,186 : INFO : EPOCH 16 - PROGRESS: at 95.22% examples, 216081 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:20,223 : INFO : EPOCH 16 - PROGRESS: at 95.32% examples, 216073 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:21,279 : INFO : EPOCH 16 - PROGRESS: at 95.46% examples, 216080 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:22,286 : INFO : EPOCH 16 - PROGRESS: at 95.58% examples, 216083 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:23,294 : INFO : EPOCH 16 - PROGRESS: at 95.70% examples, 216084 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:24,353 : INFO : EPOCH 16 - PROGRESS: at 95.83% examples, 216082 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:25,373 : INFO : EPOCH 16 - PROGRESS: at 95.94% examples, 216088 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:26,379 : INFO : EPOCH 16 - PROGRESS: at 96.06% examples, 216084 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:27,416 : INFO : EPOCH 16 - PROGRESS: at 96.18% examples, 216083 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:28,426 : INFO : EPOCH 16 - PROGRESS: at 96.30% examples, 216084 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:29,486 : INFO : EPOCH 16 - PROGRESS: at 96.42% examples, 216078 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:30,494 : INFO : EPOCH 16 - PROGRESS: at 96.55% examples, 216090 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:31,512 : INFO : EPOCH 16 - PROGRESS: at 96.67% examples, 216084 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:32,599 : INFO : EPOCH 16 - PROGRESS: at 96.79% examples, 216081 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:33,647 : INFO : EPOCH 16 - PROGRESS: at 96.90% examples, 216083 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:34,687 : INFO : EPOCH 16 - PROGRESS: at 97.03% examples, 216095 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:35,699 : INFO : EPOCH 16 - PROGRESS: at 97.15% examples, 216091 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:36,702 : INFO : EPOCH 16 - PROGRESS: at 97.26% examples, 216093 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:37,719 : INFO : EPOCH 16 - PROGRESS: at 97.39% examples, 216096 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:38,785 : INFO : EPOCH 16 - PROGRESS: at 97.50% examples, 216085 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:39,795 : INFO : EPOCH 16 - PROGRESS: at 97.65% examples, 216104 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:40,813 : INFO : EPOCH 16 - PROGRESS: at 97.76% examples, 216096 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:41,860 : INFO : EPOCH 16 - PROGRESS: at 97.87% examples, 216090 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:42,874 : INFO : EPOCH 16 - PROGRESS: at 97.98% examples, 216092 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:43,880 : INFO : EPOCH 16 - PROGRESS: at 98.12% examples, 216088 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:44,969 : INFO : EPOCH 16 - PROGRESS: at 98.22% examples, 216088 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:45,974 : INFO : EPOCH 16 - PROGRESS: at 98.33% examples, 216100 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:47,017 : INFO : EPOCH 16 - PROGRESS: at 98.45% examples, 216094 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:48,046 : INFO : EPOCH 16 - PROGRESS: at 98.57% examples, 216097 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:49,071 : INFO : EPOCH 16 - PROGRESS: at 98.70% examples, 216101 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:50,107 : INFO : EPOCH 16 - PROGRESS: at 98.81% examples, 216097 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:51,124 : INFO : EPOCH 16 - PROGRESS: at 98.91% examples, 216099 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:52,150 : INFO : EPOCH 16 - PROGRESS: at 99.02% examples, 216093 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:53,158 : INFO : EPOCH 16 - PROGRESS: at 99.15% examples, 216098 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:54,185 : INFO : EPOCH 16 - PROGRESS: at 99.26% examples, 216100 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:55,206 : INFO : EPOCH 16 - PROGRESS: at 99.38% examples, 216094 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:56,217 : INFO : EPOCH 16 - PROGRESS: at 99.49% examples, 216096 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:57,271 : INFO : EPOCH 16 - PROGRESS: at 99.60% examples, 216096 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:58,331 : INFO : EPOCH 16 - PROGRESS: at 99.72% examples, 216103 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:06:59,348 : INFO : EPOCH 16 - PROGRESS: at 99.83% examples, 216107 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:00,352 : INFO : EPOCH 16 - PROGRESS: at 99.95% examples, 216109 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:00,756 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 04:07:00,770 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 04:07:00,779 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 04:07:00,830 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 04:07:00,831 : INFO : EPOCH - 16 : training on 248038538 raw words (187749624 effective words) took 868.8s, 216109 effective words/s
2020-07-17 04:07:01,840 : INFO : EPOCH 17 - PROGRESS: at 0.12% examples, 207313 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:02,842 : INFO : EPOCH 17 - PROGRESS: at 0.23% examples, 210652 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:03,862 : INFO : EPOCH 17 - PROGRESS: at 0.33% examples, 210619 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:04,870 : INFO : EPOCH 17 - PROGRESS: at 0.43% examples, 211390 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:05,871 : INFO : EPOCH 17 - PROGRESS: at 0.56% examples, 211997 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:06,933 : INFO : EPOCH 17 - PROGRESS: at 0.66% examples, 211687 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:07,934 : INFO : EPOCH 17 - PROGRESS: at 0.77% examples, 213204 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:08,943 : INFO : EPOCH 17 - PROGRESS: at 0.88% examples, 214023 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:09,998 : INFO : EPOCH 17 - PROGRESS: at 1.01% examples, 213678 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:11,024 : INFO : EPOCH 17 - PROGRESS: at 1.13% examples, 214606 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:12,054 : INFO : EPOCH 17 - PROGRESS: at 1.26% examples, 214896 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:13,071 : INFO : EPOCH 17 - PROGRESS: at 1.37% examples, 215251 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:14,094 : INFO : EPOCH 17 - PROGRESS: at 1.48% examples, 214983 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:15,163 : INFO : EPOCH 17 - PROGRESS: at 1.60% examples, 214862 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:16,180 : INFO : EPOCH 17 - PROGRESS: at 1.72% examples, 215155 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:17,182 : INFO : EPOCH 17 - PROGRESS: at 1.84% examples, 215705 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:18,195 : INFO : EPOCH 17 - PROGRESS: at 1.95% examples, 215375 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:19,196 : INFO : EPOCH 17 - PROGRESS: at 2.06% examples, 215565 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:20,204 : INFO : EPOCH 17 - PROGRESS: at 2.18% examples, 215519 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:21,228 : INFO : EPOCH 17 - PROGRESS: at 2.28% examples, 215497 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:22,242 : INFO : EPOCH 17 - PROGRESS: at 2.39% examples, 215450 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:23,276 : INFO : EPOCH 17 - PROGRESS: at 2.53% examples, 215623 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:24,280 : INFO : EPOCH 17 - PROGRESS: at 2.65% examples, 215993 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:25,349 : INFO : EPOCH 17 - PROGRESS: at 2.77% examples, 215354 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:26,374 : INFO : EPOCH 17 - PROGRESS: at 2.88% examples, 215683 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:27,399 : INFO : EPOCH 17 - PROGRESS: at 2.99% examples, 215601 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:28,439 : INFO : EPOCH 17 - PROGRESS: at 3.11% examples, 215710 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:29,447 : INFO : EPOCH 17 - PROGRESS: at 3.22% examples, 215793 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:30,465 : INFO : EPOCH 17 - PROGRESS: at 3.34% examples, 215607 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:31,515 : INFO : EPOCH 17 - PROGRESS: at 3.46% examples, 215593 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:32,542 : INFO : EPOCH 17 - PROGRESS: at 3.60% examples, 215888 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:33,610 : INFO : EPOCH 17 - PROGRESS: at 3.71% examples, 215624 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:34,656 : INFO : EPOCH 17 - PROGRESS: at 3.82% examples, 215771 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:35,685 : INFO : EPOCH 17 - PROGRESS: at 3.94% examples, 215716 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:36,698 : INFO : EPOCH 17 - PROGRESS: at 4.06% examples, 215827 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:37,752 : INFO : EPOCH 17 - PROGRESS: at 4.17% examples, 215658 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:38,775 : INFO : EPOCH 17 - PROGRESS: at 4.29% examples, 215619 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:39,831 : INFO : EPOCH 17 - PROGRESS: at 4.41% examples, 215722 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:40,848 : INFO : EPOCH 17 - PROGRESS: at 4.52% examples, 215669 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:41,865 : INFO : EPOCH 17 - PROGRESS: at 4.64% examples, 215697 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:42,935 : INFO : EPOCH 17 - PROGRESS: at 4.77% examples, 215612 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:43,984 : INFO : EPOCH 17 - PROGRESS: at 4.89% examples, 215692 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:44,992 : INFO : EPOCH 17 - PROGRESS: at 5.00% examples, 215885 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:46,014 : INFO : EPOCH 17 - PROGRESS: at 5.12% examples, 215775 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:47,051 : INFO : EPOCH 17 - PROGRESS: at 5.26% examples, 215750 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:48,099 : INFO : EPOCH 17 - PROGRESS: at 5.38% examples, 215821 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:49,148 : INFO : EPOCH 17 - PROGRESS: at 5.52% examples, 215852 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:50,154 : INFO : EPOCH 17 - PROGRESS: at 5.64% examples, 215888 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:51,220 : INFO : EPOCH 17 - PROGRESS: at 5.76% examples, 215773 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:52,220 : INFO : EPOCH 17 - PROGRESS: at 5.89% examples, 215900 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:53,240 : INFO : EPOCH 17 - PROGRESS: at 6.01% examples, 215911 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:54,242 : INFO : EPOCH 17 - PROGRESS: at 6.12% examples, 215912 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:55,245 : INFO : EPOCH 17 - PROGRESS: at 6.23% examples, 215995 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:56,274 : INFO : EPOCH 17 - PROGRESS: at 6.33% examples, 215976 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:57,317 : INFO : EPOCH 17 - PROGRESS: at 6.45% examples, 215827 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:58,320 : INFO : EPOCH 17 - PROGRESS: at 6.56% examples, 215944 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:07:59,388 : INFO : EPOCH 17 - PROGRESS: at 6.69% examples, 215929 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:00,450 : INFO : EPOCH 17 - PROGRESS: at 6.82% examples, 215874 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:01,452 : INFO : EPOCH 17 - PROGRESS: at 6.93% examples, 216105 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:02,466 : INFO : EPOCH 17 - PROGRESS: at 7.05% examples, 216000 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:03,513 : INFO : EPOCH 17 - PROGRESS: at 7.18% examples, 215909 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:04,555 : INFO : EPOCH 17 - PROGRESS: at 7.30% examples, 216013 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:05,573 : INFO : EPOCH 17 - PROGRESS: at 7.42% examples, 216112 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:06,628 : INFO : EPOCH 17 - PROGRESS: at 7.54% examples, 215974 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:07,648 : INFO : EPOCH 17 - PROGRESS: at 7.66% examples, 216087 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:08,667 : INFO : EPOCH 17 - PROGRESS: at 7.76% examples, 215913 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:09,674 : INFO : EPOCH 17 - PROGRESS: at 7.88% examples, 216130 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:10,695 : INFO : EPOCH 17 - PROGRESS: at 8.00% examples, 215962 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:11,709 : INFO : EPOCH 17 - PROGRESS: at 8.11% examples, 216000 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:12,718 : INFO : EPOCH 17 - PROGRESS: at 8.23% examples, 215974 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:13,758 : INFO : EPOCH 17 - PROGRESS: at 8.35% examples, 216045 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:14,776 : INFO : EPOCH 17 - PROGRESS: at 8.46% examples, 215947 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:15,787 : INFO : EPOCH 17 - PROGRESS: at 8.57% examples, 215999 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:16,798 : INFO : EPOCH 17 - PROGRESS: at 8.68% examples, 216050 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:17,806 : INFO : EPOCH 17 - PROGRESS: at 8.81% examples, 216049 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:18,838 : INFO : EPOCH 17 - PROGRESS: at 8.93% examples, 216070 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:19,912 : INFO : EPOCH 17 - PROGRESS: at 9.05% examples, 216007 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:20,922 : INFO : EPOCH 17 - PROGRESS: at 9.16% examples, 216060 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:21,925 : INFO : EPOCH 17 - PROGRESS: at 9.27% examples, 216080 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:22,947 : INFO : EPOCH 17 - PROGRESS: at 9.38% examples, 216017 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:23,964 : INFO : EPOCH 17 - PROGRESS: at 9.51% examples, 216080 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:24,994 : INFO : EPOCH 17 - PROGRESS: at 9.64% examples, 216115 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:25,994 : INFO : EPOCH 17 - PROGRESS: at 9.77% examples, 216087 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:27,028 : INFO : EPOCH 17 - PROGRESS: at 9.89% examples, 216079 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:28,052 : INFO : EPOCH 17 - PROGRESS: at 10.01% examples, 216062 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:29,059 : INFO : EPOCH 17 - PROGRESS: at 10.13% examples, 216113 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:30,067 : INFO : EPOCH 17 - PROGRESS: at 10.27% examples, 216142 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:31,089 : INFO : EPOCH 17 - PROGRESS: at 10.40% examples, 216135 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:32,127 : INFO : EPOCH 17 - PROGRESS: at 10.51% examples, 216135 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:33,137 : INFO : EPOCH 17 - PROGRESS: at 10.63% examples, 216128 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:34,178 : INFO : EPOCH 17 - PROGRESS: at 10.74% examples, 216058 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:35,179 : INFO : EPOCH 17 - PROGRESS: at 10.87% examples, 216170 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:36,218 : INFO : EPOCH 17 - PROGRESS: at 10.98% examples, 216075 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:37,235 : INFO : EPOCH 17 - PROGRESS: at 11.11% examples, 216166 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:38,251 : INFO : EPOCH 17 - PROGRESS: at 11.22% examples, 216188 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:39,288 : INFO : EPOCH 17 - PROGRESS: at 11.34% examples, 216084 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:40,301 : INFO : EPOCH 17 - PROGRESS: at 11.46% examples, 216171 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:41,303 : INFO : EPOCH 17 - PROGRESS: at 11.57% examples, 216163 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:42,318 : INFO : EPOCH 17 - PROGRESS: at 11.69% examples, 216197 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:43,352 : INFO : EPOCH 17 - PROGRESS: at 11.84% examples, 216167 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:44,362 : INFO : EPOCH 17 - PROGRESS: at 11.94% examples, 216185 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:45,369 : INFO : EPOCH 17 - PROGRESS: at 12.06% examples, 216228 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:46,395 : INFO : EPOCH 17 - PROGRESS: at 12.18% examples, 216170 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:47,439 : INFO : EPOCH 17 - PROGRESS: at 12.30% examples, 216121 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:48,450 : INFO : EPOCH 17 - PROGRESS: at 12.42% examples, 216097 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:49,520 : INFO : EPOCH 17 - PROGRESS: at 12.55% examples, 216094 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:50,599 : INFO : EPOCH 17 - PROGRESS: at 12.67% examples, 216081 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:51,629 : INFO : EPOCH 17 - PROGRESS: at 12.80% examples, 216164 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:52,651 : INFO : EPOCH 17 - PROGRESS: at 12.91% examples, 216142 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:53,686 : INFO : EPOCH 17 - PROGRESS: at 13.03% examples, 216114 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:54,689 : INFO : EPOCH 17 - PROGRESS: at 13.15% examples, 216174 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:55,691 : INFO : EPOCH 17 - PROGRESS: at 13.27% examples, 216196 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:56,698 : INFO : EPOCH 17 - PROGRESS: at 13.38% examples, 216178 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:57,724 : INFO : EPOCH 17 - PROGRESS: at 13.49% examples, 216155 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:58,746 : INFO : EPOCH 17 - PROGRESS: at 13.61% examples, 216141 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:08:59,794 : INFO : EPOCH 17 - PROGRESS: at 13.74% examples, 216144 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:00,817 : INFO : EPOCH 17 - PROGRESS: at 13.86% examples, 216144 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:01,886 : INFO : EPOCH 17 - PROGRESS: at 13.97% examples, 216127 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:02,902 : INFO : EPOCH 17 - PROGRESS: at 14.10% examples, 216134 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:03,906 : INFO : EPOCH 17 - PROGRESS: at 14.21% examples, 216150 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:04,915 : INFO : EPOCH 17 - PROGRESS: at 14.32% examples, 216159 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:05,916 : INFO : EPOCH 17 - PROGRESS: at 14.45% examples, 216165 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:06,962 : INFO : EPOCH 17 - PROGRESS: at 14.58% examples, 216158 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:07,980 : INFO : EPOCH 17 - PROGRESS: at 14.68% examples, 216216 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:09,003 : INFO : EPOCH 17 - PROGRESS: at 14.81% examples, 216117 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:10,029 : INFO : EPOCH 17 - PROGRESS: at 14.94% examples, 216130 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:11,036 : INFO : EPOCH 17 - PROGRESS: at 15.05% examples, 216100 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:12,051 : INFO : EPOCH 17 - PROGRESS: at 15.15% examples, 216011 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:13,082 : INFO : EPOCH 17 - PROGRESS: at 15.24% examples, 215985 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:09:14,110 : INFO : EPOCH 17 - PROGRESS: at 15.36% examples, 215957 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:15,140 : INFO : EPOCH 17 - PROGRESS: at 15.48% examples, 215920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:16,231 : INFO : EPOCH 17 - PROGRESS: at 15.56% examples, 215578 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:17,305 : INFO : EPOCH 17 - PROGRESS: at 15.66% examples, 215343 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:18,313 : INFO : EPOCH 17 - PROGRESS: at 15.77% examples, 215299 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:19,334 : INFO : EPOCH 17 - PROGRESS: at 15.90% examples, 215306 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:20,362 : INFO : EPOCH 17 - PROGRESS: at 16.01% examples, 215371 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:21,387 : INFO : EPOCH 17 - PROGRESS: at 16.12% examples, 215342 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:09:22,400 : INFO : EPOCH 17 - PROGRESS: at 16.24% examples, 215366 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:23,407 : INFO : EPOCH 17 - PROGRESS: at 16.36% examples, 215390 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:24,452 : INFO : EPOCH 17 - PROGRESS: at 16.49% examples, 215406 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:25,489 : INFO : EPOCH 17 - PROGRESS: at 16.61% examples, 215398 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:26,492 : INFO : EPOCH 17 - PROGRESS: at 16.71% examples, 215390 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:09:27,523 : INFO : EPOCH 17 - PROGRESS: at 16.82% examples, 215363 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:28,597 : INFO : EPOCH 17 - PROGRESS: at 16.94% examples, 215381 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:29,606 : INFO : EPOCH 17 - PROGRESS: at 17.07% examples, 215423 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:30,654 : INFO : EPOCH 17 - PROGRESS: at 17.18% examples, 215360 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:31,689 : INFO : EPOCH 17 - PROGRESS: at 17.29% examples, 215389 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:32,745 : INFO : EPOCH 17 - PROGRESS: at 17.41% examples, 215367 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:33,750 : INFO : EPOCH 17 - PROGRESS: at 17.53% examples, 215426 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:34,757 : INFO : EPOCH 17 - PROGRESS: at 17.64% examples, 215377 words/s, in_qsize 5, out_qsize 2
2020-07-17 04:09:35,835 : INFO : EPOCH 17 - PROGRESS: at 17.76% examples, 215407 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:36,871 : INFO : EPOCH 17 - PROGRESS: at 17.88% examples, 215404 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:37,911 : INFO : EPOCH 17 - PROGRESS: at 18.00% examples, 215450 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:38,957 : INFO : EPOCH 17 - PROGRESS: at 18.12% examples, 215410 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:40,006 : INFO : EPOCH 17 - PROGRESS: at 18.26% examples, 215413 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:41,036 : INFO : EPOCH 17 - PROGRESS: at 18.37% examples, 215431 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:42,089 : INFO : EPOCH 17 - PROGRESS: at 18.49% examples, 215403 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:43,106 : INFO : EPOCH 17 - PROGRESS: at 18.59% examples, 215447 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:44,142 : INFO : EPOCH 17 - PROGRESS: at 18.70% examples, 215413 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:45,168 : INFO : EPOCH 17 - PROGRESS: at 18.79% examples, 215309 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:46,185 : INFO : EPOCH 17 - PROGRESS: at 18.91% examples, 215192 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:47,227 : INFO : EPOCH 17 - PROGRESS: at 19.01% examples, 215021 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:48,248 : INFO : EPOCH 17 - PROGRESS: at 19.11% examples, 214920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:49,268 : INFO : EPOCH 17 - PROGRESS: at 19.19% examples, 214784 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:50,310 : INFO : EPOCH 17 - PROGRESS: at 19.29% examples, 214669 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:51,324 : INFO : EPOCH 17 - PROGRESS: at 19.39% examples, 214541 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:52,353 : INFO : EPOCH 17 - PROGRESS: at 19.49% examples, 214425 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:53,416 : INFO : EPOCH 17 - PROGRESS: at 19.60% examples, 214284 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:09:54,427 : INFO : EPOCH 17 - PROGRESS: at 19.72% examples, 214096 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:55,447 : INFO : EPOCH 17 - PROGRESS: at 19.80% examples, 213802 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:56,451 : INFO : EPOCH 17 - PROGRESS: at 19.90% examples, 213558 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:57,463 : INFO : EPOCH 17 - PROGRESS: at 20.01% examples, 213247 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:58,465 : INFO : EPOCH 17 - PROGRESS: at 20.10% examples, 213007 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:09:59,541 : INFO : EPOCH 17 - PROGRESS: at 20.21% examples, 212759 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:00,552 : INFO : EPOCH 17 - PROGRESS: at 20.31% examples, 212638 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:01,637 : INFO : EPOCH 17 - PROGRESS: at 20.42% examples, 212546 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:02,700 : INFO : EPOCH 17 - PROGRESS: at 20.54% examples, 212520 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:03,707 : INFO : EPOCH 17 - PROGRESS: at 20.64% examples, 212571 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:04,791 : INFO : EPOCH 17 - PROGRESS: at 20.75% examples, 212548 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:05,800 : INFO : EPOCH 17 - PROGRESS: at 20.85% examples, 212553 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:06,800 : INFO : EPOCH 17 - PROGRESS: at 20.96% examples, 212621 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:07,809 : INFO : EPOCH 17 - PROGRESS: at 21.09% examples, 212653 words/s, in_qsize 7, out_qsize 1
2020-07-17 04:10:08,818 : INFO : EPOCH 17 - PROGRESS: at 21.20% examples, 212672 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:09,833 : INFO : EPOCH 17 - PROGRESS: at 21.31% examples, 212654 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:10,865 : INFO : EPOCH 17 - PROGRESS: at 21.42% examples, 212710 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:11,871 : INFO : EPOCH 17 - PROGRESS: at 21.55% examples, 212769 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:12,916 : INFO : EPOCH 17 - PROGRESS: at 21.67% examples, 212732 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:13,954 : INFO : EPOCH 17 - PROGRESS: at 21.78% examples, 212749 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:14,992 : INFO : EPOCH 17 - PROGRESS: at 21.91% examples, 212795 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:15,992 : INFO : EPOCH 17 - PROGRESS: at 22.03% examples, 212827 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:16,997 : INFO : EPOCH 17 - PROGRESS: at 22.14% examples, 212839 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:10:18,039 : INFO : EPOCH 17 - PROGRESS: at 22.26% examples, 212836 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:19,066 : INFO : EPOCH 17 - PROGRESS: at 22.37% examples, 212873 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:20,080 : INFO : EPOCH 17 - PROGRESS: at 22.48% examples, 212878 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:21,085 : INFO : EPOCH 17 - PROGRESS: at 22.59% examples, 212893 words/s, in_qsize 8, out_qsize 1
2020-07-17 04:10:22,098 : INFO : EPOCH 17 - PROGRESS: at 22.72% examples, 212917 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:23,141 : INFO : EPOCH 17 - PROGRESS: at 22.84% examples, 212920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:24,148 : INFO : EPOCH 17 - PROGRESS: at 22.95% examples, 212952 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:25,231 : INFO : EPOCH 17 - PROGRESS: at 23.07% examples, 212923 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:26,289 : INFO : EPOCH 17 - PROGRESS: at 23.20% examples, 212943 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:27,290 : INFO : EPOCH 17 - PROGRESS: at 23.32% examples, 212996 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:28,297 : INFO : EPOCH 17 - PROGRESS: at 23.44% examples, 213014 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:29,305 : INFO : EPOCH 17 - PROGRESS: at 23.55% examples, 213026 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:30,322 : INFO : EPOCH 17 - PROGRESS: at 23.67% examples, 213030 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:31,326 : INFO : EPOCH 17 - PROGRESS: at 23.79% examples, 213048 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:32,384 : INFO : EPOCH 17 - PROGRESS: at 23.90% examples, 213026 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:33,393 : INFO : EPOCH 17 - PROGRESS: at 24.06% examples, 213073 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:34,398 : INFO : EPOCH 17 - PROGRESS: at 24.18% examples, 213088 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:35,489 : INFO : EPOCH 17 - PROGRESS: at 24.31% examples, 213086 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:36,534 : INFO : EPOCH 17 - PROGRESS: at 24.45% examples, 213115 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:37,537 : INFO : EPOCH 17 - PROGRESS: at 24.57% examples, 213167 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:38,543 : INFO : EPOCH 17 - PROGRESS: at 24.69% examples, 213146 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:39,560 : INFO : EPOCH 17 - PROGRESS: at 24.81% examples, 213164 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:40,590 : INFO : EPOCH 17 - PROGRESS: at 24.92% examples, 213189 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:41,671 : INFO : EPOCH 17 - PROGRESS: at 25.04% examples, 213166 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:42,735 : INFO : EPOCH 17 - PROGRESS: at 25.16% examples, 213181 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:43,745 : INFO : EPOCH 17 - PROGRESS: at 25.28% examples, 213216 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:44,821 : INFO : EPOCH 17 - PROGRESS: at 25.38% examples, 213220 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:45,836 : INFO : EPOCH 17 - PROGRESS: at 25.50% examples, 213246 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:46,869 : INFO : EPOCH 17 - PROGRESS: at 25.61% examples, 213262 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:47,875 : INFO : EPOCH 17 - PROGRESS: at 25.72% examples, 213280 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:48,881 : INFO : EPOCH 17 - PROGRESS: at 25.85% examples, 213310 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:49,911 : INFO : EPOCH 17 - PROGRESS: at 25.96% examples, 213300 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:50,963 : INFO : EPOCH 17 - PROGRESS: at 26.08% examples, 213317 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:51,994 : INFO : EPOCH 17 - PROGRESS: at 26.19% examples, 213338 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:52,995 : INFO : EPOCH 17 - PROGRESS: at 26.33% examples, 213344 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:54,012 : INFO : EPOCH 17 - PROGRESS: at 26.45% examples, 213346 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:55,050 : INFO : EPOCH 17 - PROGRESS: at 26.59% examples, 213365 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:56,108 : INFO : EPOCH 17 - PROGRESS: at 26.69% examples, 213377 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:57,141 : INFO : EPOCH 17 - PROGRESS: at 26.80% examples, 213395 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:58,159 : INFO : EPOCH 17 - PROGRESS: at 26.93% examples, 213419 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:10:59,160 : INFO : EPOCH 17 - PROGRESS: at 27.04% examples, 213440 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:00,227 : INFO : EPOCH 17 - PROGRESS: at 27.16% examples, 213416 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:01,258 : INFO : EPOCH 17 - PROGRESS: at 27.28% examples, 213439 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:02,261 : INFO : EPOCH 17 - PROGRESS: at 27.39% examples, 213448 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:03,270 : INFO : EPOCH 17 - PROGRESS: at 27.50% examples, 213470 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:04,276 : INFO : EPOCH 17 - PROGRESS: at 27.61% examples, 213449 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:05,335 : INFO : EPOCH 17 - PROGRESS: at 27.73% examples, 213459 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:06,354 : INFO : EPOCH 17 - PROGRESS: at 27.84% examples, 213474 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:07,373 : INFO : EPOCH 17 - PROGRESS: at 27.97% examples, 213510 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:08,406 : INFO : EPOCH 17 - PROGRESS: at 28.10% examples, 213510 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:11:09,412 : INFO : EPOCH 17 - PROGRESS: at 28.22% examples, 213525 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:10,435 : INFO : EPOCH 17 - PROGRESS: at 28.36% examples, 213552 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:11,462 : INFO : EPOCH 17 - PROGRESS: at 28.47% examples, 213544 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:12,471 : INFO : EPOCH 17 - PROGRESS: at 28.57% examples, 213576 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:13,483 : INFO : EPOCH 17 - PROGRESS: at 28.68% examples, 213560 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:14,537 : INFO : EPOCH 17 - PROGRESS: at 28.80% examples, 213552 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:15,593 : INFO : EPOCH 17 - PROGRESS: at 28.93% examples, 213591 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:16,600 : INFO : EPOCH 17 - PROGRESS: at 29.06% examples, 213628 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:17,605 : INFO : EPOCH 17 - PROGRESS: at 29.16% examples, 213623 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:18,620 : INFO : EPOCH 17 - PROGRESS: at 29.28% examples, 213639 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:11:19,645 : INFO : EPOCH 17 - PROGRESS: at 29.40% examples, 213644 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:20,705 : INFO : EPOCH 17 - PROGRESS: at 29.51% examples, 213622 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:21,727 : INFO : EPOCH 17 - PROGRESS: at 29.61% examples, 213666 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:22,761 : INFO : EPOCH 17 - PROGRESS: at 29.71% examples, 213678 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:23,789 : INFO : EPOCH 17 - PROGRESS: at 29.84% examples, 213691 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:24,838 : INFO : EPOCH 17 - PROGRESS: at 29.95% examples, 213688 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:25,878 : INFO : EPOCH 17 - PROGRESS: at 30.07% examples, 213707 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:26,896 : INFO : EPOCH 17 - PROGRESS: at 30.18% examples, 213708 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:27,950 : INFO : EPOCH 17 - PROGRESS: at 30.30% examples, 213725 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:28,983 : INFO : EPOCH 17 - PROGRESS: at 30.41% examples, 213737 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:29,989 : INFO : EPOCH 17 - PROGRESS: at 30.53% examples, 213746 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:31,047 : INFO : EPOCH 17 - PROGRESS: at 30.65% examples, 213740 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:32,049 : INFO : EPOCH 17 - PROGRESS: at 30.75% examples, 213765 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:33,107 : INFO : EPOCH 17 - PROGRESS: at 30.88% examples, 213752 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:34,130 : INFO : EPOCH 17 - PROGRESS: at 31.00% examples, 213759 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:35,158 : INFO : EPOCH 17 - PROGRESS: at 31.13% examples, 213756 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:36,228 : INFO : EPOCH 17 - PROGRESS: at 31.26% examples, 213778 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:37,281 : INFO : EPOCH 17 - PROGRESS: at 31.38% examples, 213768 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:38,316 : INFO : EPOCH 17 - PROGRESS: at 31.51% examples, 213793 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:39,326 : INFO : EPOCH 17 - PROGRESS: at 31.64% examples, 213817 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:40,381 : INFO : EPOCH 17 - PROGRESS: at 31.76% examples, 213817 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:41,402 : INFO : EPOCH 17 - PROGRESS: at 31.88% examples, 213817 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:42,414 : INFO : EPOCH 17 - PROGRESS: at 31.98% examples, 213829 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:11:43,501 : INFO : EPOCH 17 - PROGRESS: at 32.11% examples, 213833 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:44,546 : INFO : EPOCH 17 - PROGRESS: at 32.24% examples, 213830 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:45,550 : INFO : EPOCH 17 - PROGRESS: at 32.35% examples, 213861 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:46,578 : INFO : EPOCH 17 - PROGRESS: at 32.45% examples, 213858 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:47,596 : INFO : EPOCH 17 - PROGRESS: at 32.56% examples, 213855 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:11:48,605 : INFO : EPOCH 17 - PROGRESS: at 32.70% examples, 213886 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:49,652 : INFO : EPOCH 17 - PROGRESS: at 32.82% examples, 213894 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:50,713 : INFO : EPOCH 17 - PROGRESS: at 32.95% examples, 213898 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:51,719 : INFO : EPOCH 17 - PROGRESS: at 33.05% examples, 213929 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:52,724 : INFO : EPOCH 17 - PROGRESS: at 33.17% examples, 213906 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:53,736 : INFO : EPOCH 17 - PROGRESS: at 33.29% examples, 213914 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:54,746 : INFO : EPOCH 17 - PROGRESS: at 33.40% examples, 213948 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:55,758 : INFO : EPOCH 17 - PROGRESS: at 33.51% examples, 213940 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:56,765 : INFO : EPOCH 17 - PROGRESS: at 33.63% examples, 213954 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:57,770 : INFO : EPOCH 17 - PROGRESS: at 33.76% examples, 213938 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:58,790 : INFO : EPOCH 17 - PROGRESS: at 33.87% examples, 213968 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:11:59,834 : INFO : EPOCH 17 - PROGRESS: at 33.99% examples, 213975 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:00,836 : INFO : EPOCH 17 - PROGRESS: at 34.11% examples, 213990 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:01,856 : INFO : EPOCH 17 - PROGRESS: at 34.22% examples, 213989 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:02,926 : INFO : EPOCH 17 - PROGRESS: at 34.34% examples, 213980 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:03,929 : INFO : EPOCH 17 - PROGRESS: at 34.46% examples, 214023 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:04,946 : INFO : EPOCH 17 - PROGRESS: at 34.59% examples, 214002 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:05,956 : INFO : EPOCH 17 - PROGRESS: at 34.69% examples, 214012 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:07,019 : INFO : EPOCH 17 - PROGRESS: at 34.81% examples, 214030 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:08,040 : INFO : EPOCH 17 - PROGRESS: at 34.92% examples, 214024 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:09,104 : INFO : EPOCH 17 - PROGRESS: at 35.04% examples, 214041 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:10,116 : INFO : EPOCH 17 - PROGRESS: at 35.15% examples, 214071 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:11,123 : INFO : EPOCH 17 - PROGRESS: at 35.28% examples, 214084 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:12,150 : INFO : EPOCH 17 - PROGRESS: at 35.38% examples, 214050 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:13,166 : INFO : EPOCH 17 - PROGRESS: at 35.50% examples, 214087 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:14,199 : INFO : EPOCH 17 - PROGRESS: at 35.62% examples, 214063 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:15,205 : INFO : EPOCH 17 - PROGRESS: at 35.74% examples, 214079 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:16,234 : INFO : EPOCH 17 - PROGRESS: at 35.85% examples, 214100 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:17,254 : INFO : EPOCH 17 - PROGRESS: at 35.98% examples, 214088 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:18,260 : INFO : EPOCH 17 - PROGRESS: at 36.10% examples, 214102 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:19,283 : INFO : EPOCH 17 - PROGRESS: at 36.21% examples, 214123 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:20,284 : INFO : EPOCH 17 - PROGRESS: at 36.33% examples, 214128 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:21,296 : INFO : EPOCH 17 - PROGRESS: at 36.43% examples, 214113 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:22,339 : INFO : EPOCH 17 - PROGRESS: at 36.54% examples, 214124 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:23,360 : INFO : EPOCH 17 - PROGRESS: at 36.66% examples, 214123 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:24,367 : INFO : EPOCH 17 - PROGRESS: at 36.77% examples, 214150 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:25,373 : INFO : EPOCH 17 - PROGRESS: at 36.87% examples, 214121 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:26,432 : INFO : EPOCH 17 - PROGRESS: at 36.99% examples, 214137 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:27,476 : INFO : EPOCH 17 - PROGRESS: at 37.09% examples, 214151 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:28,541 : INFO : EPOCH 17 - PROGRESS: at 37.22% examples, 214136 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:29,548 : INFO : EPOCH 17 - PROGRESS: at 37.36% examples, 214173 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:30,558 : INFO : EPOCH 17 - PROGRESS: at 37.47% examples, 214175 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:31,573 : INFO : EPOCH 17 - PROGRESS: at 37.60% examples, 214183 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:32,623 : INFO : EPOCH 17 - PROGRESS: at 37.72% examples, 214179 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:33,678 : INFO : EPOCH 17 - PROGRESS: at 37.84% examples, 214169 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:34,705 : INFO : EPOCH 17 - PROGRESS: at 37.97% examples, 214199 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:35,729 : INFO : EPOCH 17 - PROGRESS: at 38.08% examples, 214202 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:36,800 : INFO : EPOCH 17 - PROGRESS: at 38.22% examples, 214184 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:37,802 : INFO : EPOCH 17 - PROGRESS: at 38.33% examples, 214231 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:38,843 : INFO : EPOCH 17 - PROGRESS: at 38.45% examples, 214234 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:39,865 : INFO : EPOCH 17 - PROGRESS: at 38.59% examples, 214242 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:40,884 : INFO : EPOCH 17 - PROGRESS: at 38.71% examples, 214248 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:41,923 : INFO : EPOCH 17 - PROGRESS: at 38.84% examples, 214240 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:42,937 : INFO : EPOCH 17 - PROGRESS: at 38.98% examples, 214260 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:43,959 : INFO : EPOCH 17 - PROGRESS: at 39.09% examples, 214262 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:44,998 : INFO : EPOCH 17 - PROGRESS: at 39.21% examples, 214249 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:46,000 : INFO : EPOCH 17 - PROGRESS: at 39.33% examples, 214294 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:47,003 : INFO : EPOCH 17 - PROGRESS: at 39.44% examples, 214272 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:48,032 : INFO : EPOCH 17 - PROGRESS: at 39.54% examples, 214279 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:49,080 : INFO : EPOCH 17 - PROGRESS: at 39.66% examples, 214291 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:50,107 : INFO : EPOCH 17 - PROGRESS: at 39.78% examples, 214306 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:51,124 : INFO : EPOCH 17 - PROGRESS: at 39.90% examples, 214312 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:52,165 : INFO : EPOCH 17 - PROGRESS: at 40.01% examples, 214317 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:53,172 : INFO : EPOCH 17 - PROGRESS: at 40.12% examples, 214319 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:54,197 : INFO : EPOCH 17 - PROGRESS: at 40.26% examples, 214322 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:55,213 : INFO : EPOCH 17 - PROGRESS: at 40.37% examples, 214344 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:56,233 : INFO : EPOCH 17 - PROGRESS: at 40.48% examples, 214354 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:57,245 : INFO : EPOCH 17 - PROGRESS: at 40.59% examples, 214341 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:58,278 : INFO : EPOCH 17 - PROGRESS: at 40.70% examples, 214339 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:12:59,302 : INFO : EPOCH 17 - PROGRESS: at 40.83% examples, 214347 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:00,316 : INFO : EPOCH 17 - PROGRESS: at 40.95% examples, 214341 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:01,378 : INFO : EPOCH 17 - PROGRESS: at 41.07% examples, 214354 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:02,418 : INFO : EPOCH 17 - PROGRESS: at 41.19% examples, 214354 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:03,472 : INFO : EPOCH 17 - PROGRESS: at 41.31% examples, 214361 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:04,530 : INFO : EPOCH 17 - PROGRESS: at 41.43% examples, 214371 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:05,651 : INFO : EPOCH 17 - PROGRESS: at 41.55% examples, 214351 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:06,664 : INFO : EPOCH 17 - PROGRESS: at 41.67% examples, 214395 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:07,677 : INFO : EPOCH 17 - PROGRESS: at 41.80% examples, 214385 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:08,767 : INFO : EPOCH 17 - PROGRESS: at 41.93% examples, 214383 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:09,772 : INFO : EPOCH 17 - PROGRESS: at 42.07% examples, 214424 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:10,842 : INFO : EPOCH 17 - PROGRESS: at 42.18% examples, 214403 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:11,856 : INFO : EPOCH 17 - PROGRESS: at 42.30% examples, 214424 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:12,864 : INFO : EPOCH 17 - PROGRESS: at 42.41% examples, 214432 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:13,884 : INFO : EPOCH 17 - PROGRESS: at 42.53% examples, 214424 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:14,905 : INFO : EPOCH 17 - PROGRESS: at 42.64% examples, 214436 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:15,933 : INFO : EPOCH 17 - PROGRESS: at 42.77% examples, 214423 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:16,963 : INFO : EPOCH 17 - PROGRESS: at 42.89% examples, 214428 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:17,991 : INFO : EPOCH 17 - PROGRESS: at 42.99% examples, 214433 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:19,032 : INFO : EPOCH 17 - PROGRESS: at 43.12% examples, 214437 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:20,032 : INFO : EPOCH 17 - PROGRESS: at 43.23% examples, 214471 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:21,126 : INFO : EPOCH 17 - PROGRESS: at 43.33% examples, 214441 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:22,128 : INFO : EPOCH 17 - PROGRESS: at 43.46% examples, 214473 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:23,232 : INFO : EPOCH 17 - PROGRESS: at 43.57% examples, 214447 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:24,260 : INFO : EPOCH 17 - PROGRESS: at 43.71% examples, 214481 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:25,278 : INFO : EPOCH 17 - PROGRESS: at 43.82% examples, 214469 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:26,366 : INFO : EPOCH 17 - PROGRESS: at 43.95% examples, 214473 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:27,389 : INFO : EPOCH 17 - PROGRESS: at 44.09% examples, 214491 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:28,392 : INFO : EPOCH 17 - PROGRESS: at 44.20% examples, 214518 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:29,398 : INFO : EPOCH 17 - PROGRESS: at 44.30% examples, 214488 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:30,413 : INFO : EPOCH 17 - PROGRESS: at 44.44% examples, 214522 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:31,439 : INFO : EPOCH 17 - PROGRESS: at 44.55% examples, 214499 words/s, in_qsize 8, out_qsize 1
2020-07-17 04:13:32,499 : INFO : EPOCH 17 - PROGRESS: at 44.67% examples, 214523 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:33,596 : INFO : EPOCH 17 - PROGRESS: at 44.78% examples, 214511 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:34,616 : INFO : EPOCH 17 - PROGRESS: at 44.89% examples, 214548 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:35,638 : INFO : EPOCH 17 - PROGRESS: at 44.99% examples, 214517 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:36,643 : INFO : EPOCH 17 - PROGRESS: at 45.13% examples, 214561 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:37,669 : INFO : EPOCH 17 - PROGRESS: at 45.26% examples, 214529 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:38,673 : INFO : EPOCH 17 - PROGRESS: at 45.38% examples, 214549 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:39,710 : INFO : EPOCH 17 - PROGRESS: at 45.49% examples, 214528 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:40,721 : INFO : EPOCH 17 - PROGRESS: at 45.61% examples, 214527 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:41,742 : INFO : EPOCH 17 - PROGRESS: at 45.74% examples, 214511 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:42,750 : INFO : EPOCH 17 - PROGRESS: at 45.84% examples, 214503 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:43,812 : INFO : EPOCH 17 - PROGRESS: at 45.95% examples, 214506 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:44,820 : INFO : EPOCH 17 - PROGRESS: at 46.08% examples, 214532 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:45,834 : INFO : EPOCH 17 - PROGRESS: at 46.18% examples, 214522 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:46,846 : INFO : EPOCH 17 - PROGRESS: at 46.30% examples, 214514 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:47,848 : INFO : EPOCH 17 - PROGRESS: at 46.42% examples, 214530 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:48,856 : INFO : EPOCH 17 - PROGRESS: at 46.53% examples, 214470 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:49,892 : INFO : EPOCH 17 - PROGRESS: at 46.62% examples, 214380 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:50,902 : INFO : EPOCH 17 - PROGRESS: at 46.73% examples, 214310 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:51,950 : INFO : EPOCH 17 - PROGRESS: at 46.84% examples, 214326 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:52,976 : INFO : EPOCH 17 - PROGRESS: at 46.97% examples, 214321 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:53,991 : INFO : EPOCH 17 - PROGRESS: at 47.10% examples, 214338 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:54,996 : INFO : EPOCH 17 - PROGRESS: at 47.20% examples, 214317 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:56,047 : INFO : EPOCH 17 - PROGRESS: at 47.31% examples, 214331 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:13:57,053 : INFO : EPOCH 17 - PROGRESS: at 47.44% examples, 214347 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:58,093 : INFO : EPOCH 17 - PROGRESS: at 47.55% examples, 214344 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:13:59,102 : INFO : EPOCH 17 - PROGRESS: at 47.67% examples, 214365 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:00,134 : INFO : EPOCH 17 - PROGRESS: at 47.77% examples, 214360 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:01,171 : INFO : EPOCH 17 - PROGRESS: at 47.90% examples, 214367 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:02,189 : INFO : EPOCH 17 - PROGRESS: at 48.03% examples, 214367 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:03,190 : INFO : EPOCH 17 - PROGRESS: at 48.15% examples, 214377 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:04,201 : INFO : EPOCH 17 - PROGRESS: at 48.28% examples, 214386 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:05,230 : INFO : EPOCH 17 - PROGRESS: at 48.39% examples, 214383 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:06,254 : INFO : EPOCH 17 - PROGRESS: at 48.51% examples, 214390 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:07,276 : INFO : EPOCH 17 - PROGRESS: at 48.62% examples, 214406 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:08,299 : INFO : EPOCH 17 - PROGRESS: at 48.73% examples, 214410 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:09,356 : INFO : EPOCH 17 - PROGRESS: at 48.85% examples, 214414 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:10,389 : INFO : EPOCH 17 - PROGRESS: at 48.95% examples, 214413 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:11,435 : INFO : EPOCH 17 - PROGRESS: at 49.06% examples, 214421 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:12,466 : INFO : EPOCH 17 - PROGRESS: at 49.18% examples, 214433 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:13,487 : INFO : EPOCH 17 - PROGRESS: at 49.30% examples, 214429 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:14,493 : INFO : EPOCH 17 - PROGRESS: at 49.42% examples, 214446 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:15,498 : INFO : EPOCH 17 - PROGRESS: at 49.54% examples, 214453 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:16,511 : INFO : EPOCH 17 - PROGRESS: at 49.65% examples, 214430 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:17,536 : INFO : EPOCH 17 - PROGRESS: at 49.76% examples, 214450 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:18,574 : INFO : EPOCH 17 - PROGRESS: at 49.89% examples, 214445 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:19,575 : INFO : EPOCH 17 - PROGRESS: at 49.99% examples, 214457 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:20,640 : INFO : EPOCH 17 - PROGRESS: at 50.11% examples, 214456 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:21,644 : INFO : EPOCH 17 - PROGRESS: at 50.23% examples, 214470 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:22,657 : INFO : EPOCH 17 - PROGRESS: at 50.34% examples, 214448 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:23,671 : INFO : EPOCH 17 - PROGRESS: at 50.45% examples, 214468 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:24,748 : INFO : EPOCH 17 - PROGRESS: at 50.56% examples, 214463 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:25,759 : INFO : EPOCH 17 - PROGRESS: at 50.68% examples, 214473 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:26,768 : INFO : EPOCH 17 - PROGRESS: at 50.78% examples, 214496 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:27,826 : INFO : EPOCH 17 - PROGRESS: at 50.90% examples, 214483 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:28,835 : INFO : EPOCH 17 - PROGRESS: at 51.02% examples, 214495 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:29,848 : INFO : EPOCH 17 - PROGRESS: at 51.13% examples, 214485 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:30,887 : INFO : EPOCH 17 - PROGRESS: at 51.24% examples, 214487 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:31,943 : INFO : EPOCH 17 - PROGRESS: at 51.36% examples, 214491 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:32,951 : INFO : EPOCH 17 - PROGRESS: at 51.46% examples, 214497 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:33,989 : INFO : EPOCH 17 - PROGRESS: at 51.58% examples, 214512 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:35,009 : INFO : EPOCH 17 - PROGRESS: at 51.70% examples, 214511 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:36,046 : INFO : EPOCH 17 - PROGRESS: at 51.80% examples, 214518 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:37,046 : INFO : EPOCH 17 - PROGRESS: at 51.91% examples, 214515 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:38,052 : INFO : EPOCH 17 - PROGRESS: at 52.02% examples, 214514 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:39,067 : INFO : EPOCH 17 - PROGRESS: at 52.15% examples, 214530 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:40,110 : INFO : EPOCH 17 - PROGRESS: at 52.27% examples, 214520 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:41,133 : INFO : EPOCH 17 - PROGRESS: at 52.41% examples, 214542 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:42,139 : INFO : EPOCH 17 - PROGRESS: at 52.55% examples, 214541 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:43,151 : INFO : EPOCH 17 - PROGRESS: at 52.67% examples, 214556 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:44,170 : INFO : EPOCH 17 - PROGRESS: at 52.79% examples, 214559 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:45,222 : INFO : EPOCH 17 - PROGRESS: at 52.90% examples, 214553 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:46,263 : INFO : EPOCH 17 - PROGRESS: at 53.02% examples, 214550 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:47,275 : INFO : EPOCH 17 - PROGRESS: at 53.14% examples, 214578 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:48,278 : INFO : EPOCH 17 - PROGRESS: at 53.26% examples, 214564 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:49,293 : INFO : EPOCH 17 - PROGRESS: at 53.36% examples, 214568 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:50,319 : INFO : EPOCH 17 - PROGRESS: at 53.50% examples, 214577 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:51,322 : INFO : EPOCH 17 - PROGRESS: at 53.63% examples, 214582 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:52,367 : INFO : EPOCH 17 - PROGRESS: at 53.76% examples, 214592 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:53,392 : INFO : EPOCH 17 - PROGRESS: at 53.87% examples, 214599 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:54,434 : INFO : EPOCH 17 - PROGRESS: at 53.99% examples, 214599 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:55,454 : INFO : EPOCH 17 - PROGRESS: at 54.10% examples, 214602 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:56,461 : INFO : EPOCH 17 - PROGRESS: at 54.21% examples, 214598 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:57,514 : INFO : EPOCH 17 - PROGRESS: at 54.35% examples, 214610 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:58,558 : INFO : EPOCH 17 - PROGRESS: at 54.46% examples, 214608 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:14:59,580 : INFO : EPOCH 17 - PROGRESS: at 54.58% examples, 214621 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:00,587 : INFO : EPOCH 17 - PROGRESS: at 54.70% examples, 214623 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:01,638 : INFO : EPOCH 17 - PROGRESS: at 54.82% examples, 214624 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:02,640 : INFO : EPOCH 17 - PROGRESS: at 54.93% examples, 214638 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:03,680 : INFO : EPOCH 17 - PROGRESS: at 55.05% examples, 214623 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:04,681 : INFO : EPOCH 17 - PROGRESS: at 55.14% examples, 214631 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:05,692 : INFO : EPOCH 17 - PROGRESS: at 55.26% examples, 214636 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:06,727 : INFO : EPOCH 17 - PROGRESS: at 55.37% examples, 214644 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:07,807 : INFO : EPOCH 17 - PROGRESS: at 55.49% examples, 214628 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:08,862 : INFO : EPOCH 17 - PROGRESS: at 55.61% examples, 214640 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:09,907 : INFO : EPOCH 17 - PROGRESS: at 55.73% examples, 214648 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:10,919 : INFO : EPOCH 17 - PROGRESS: at 55.84% examples, 214650 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:11,993 : INFO : EPOCH 17 - PROGRESS: at 55.98% examples, 214647 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:13,041 : INFO : EPOCH 17 - PROGRESS: at 56.10% examples, 214649 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:14,046 : INFO : EPOCH 17 - PROGRESS: at 56.22% examples, 214669 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:15,077 : INFO : EPOCH 17 - PROGRESS: at 56.33% examples, 214647 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:16,127 : INFO : EPOCH 17 - PROGRESS: at 56.45% examples, 214649 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:17,159 : INFO : EPOCH 17 - PROGRESS: at 56.56% examples, 214664 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:18,162 : INFO : EPOCH 17 - PROGRESS: at 56.68% examples, 214672 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:19,207 : INFO : EPOCH 17 - PROGRESS: at 56.80% examples, 214668 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:20,265 : INFO : EPOCH 17 - PROGRESS: at 56.92% examples, 214667 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:21,267 : INFO : EPOCH 17 - PROGRESS: at 57.05% examples, 214671 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:22,294 : INFO : EPOCH 17 - PROGRESS: at 57.18% examples, 214677 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:15:23,303 : INFO : EPOCH 17 - PROGRESS: at 57.30% examples, 214681 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:24,372 : INFO : EPOCH 17 - PROGRESS: at 57.40% examples, 214667 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:25,401 : INFO : EPOCH 17 - PROGRESS: at 57.51% examples, 214680 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:26,421 : INFO : EPOCH 17 - PROGRESS: at 57.63% examples, 214676 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:27,470 : INFO : EPOCH 17 - PROGRESS: at 57.75% examples, 214690 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:28,479 : INFO : EPOCH 17 - PROGRESS: at 57.85% examples, 214691 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:29,518 : INFO : EPOCH 17 - PROGRESS: at 57.97% examples, 214687 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:30,528 : INFO : EPOCH 17 - PROGRESS: at 58.08% examples, 214692 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:31,531 : INFO : EPOCH 17 - PROGRESS: at 58.19% examples, 214703 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:32,539 : INFO : EPOCH 17 - PROGRESS: at 58.32% examples, 214707 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:33,542 : INFO : EPOCH 17 - PROGRESS: at 58.45% examples, 214704 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:34,572 : INFO : EPOCH 17 - PROGRESS: at 58.58% examples, 214703 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:35,585 : INFO : EPOCH 17 - PROGRESS: at 58.70% examples, 214720 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:36,600 : INFO : EPOCH 17 - PROGRESS: at 58.79% examples, 214715 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:37,617 : INFO : EPOCH 17 - PROGRESS: at 58.92% examples, 214725 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:38,669 : INFO : EPOCH 17 - PROGRESS: at 59.03% examples, 214723 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:39,675 : INFO : EPOCH 17 - PROGRESS: at 59.14% examples, 214732 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:40,694 : INFO : EPOCH 17 - PROGRESS: at 59.26% examples, 214737 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:41,731 : INFO : EPOCH 17 - PROGRESS: at 59.37% examples, 214729 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:42,760 : INFO : EPOCH 17 - PROGRESS: at 59.50% examples, 214731 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:43,787 : INFO : EPOCH 17 - PROGRESS: at 59.63% examples, 214739 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:44,802 : INFO : EPOCH 17 - PROGRESS: at 59.75% examples, 214749 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:45,873 : INFO : EPOCH 17 - PROGRESS: at 59.86% examples, 214734 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:46,889 : INFO : EPOCH 17 - PROGRESS: at 59.98% examples, 214748 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:47,924 : INFO : EPOCH 17 - PROGRESS: at 60.11% examples, 214748 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:48,953 : INFO : EPOCH 17 - PROGRESS: at 60.22% examples, 214751 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:49,965 : INFO : EPOCH 17 - PROGRESS: at 60.34% examples, 214757 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:51,053 : INFO : EPOCH 17 - PROGRESS: at 60.47% examples, 214742 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:52,103 : INFO : EPOCH 17 - PROGRESS: at 60.60% examples, 214757 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:53,147 : INFO : EPOCH 17 - PROGRESS: at 60.74% examples, 214765 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:54,189 : INFO : EPOCH 17 - PROGRESS: at 60.87% examples, 214769 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:55,255 : INFO : EPOCH 17 - PROGRESS: at 61.01% examples, 214768 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:56,313 : INFO : EPOCH 17 - PROGRESS: at 61.13% examples, 214764 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:57,344 : INFO : EPOCH 17 - PROGRESS: at 61.25% examples, 214779 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:58,346 : INFO : EPOCH 17 - PROGRESS: at 61.36% examples, 214783 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:15:59,442 : INFO : EPOCH 17 - PROGRESS: at 61.47% examples, 214765 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:00,445 : INFO : EPOCH 17 - PROGRESS: at 61.59% examples, 214785 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:01,530 : INFO : EPOCH 17 - PROGRESS: at 61.73% examples, 214776 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:02,568 : INFO : EPOCH 17 - PROGRESS: at 61.89% examples, 214784 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:03,576 : INFO : EPOCH 17 - PROGRESS: at 62.00% examples, 214800 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:04,640 : INFO : EPOCH 17 - PROGRESS: at 62.13% examples, 214790 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:05,693 : INFO : EPOCH 17 - PROGRESS: at 62.25% examples, 214790 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:06,722 : INFO : EPOCH 17 - PROGRESS: at 62.37% examples, 214794 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:07,775 : INFO : EPOCH 17 - PROGRESS: at 62.49% examples, 214803 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:08,781 : INFO : EPOCH 17 - PROGRESS: at 62.62% examples, 214804 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:09,801 : INFO : EPOCH 17 - PROGRESS: at 62.76% examples, 214822 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:10,829 : INFO : EPOCH 17 - PROGRESS: at 62.88% examples, 214799 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:11,835 : INFO : EPOCH 17 - PROGRESS: at 63.01% examples, 214813 words/s, in_qsize 8, out_qsize 1
2020-07-17 04:16:12,874 : INFO : EPOCH 17 - PROGRESS: at 63.13% examples, 214801 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:13,880 : INFO : EPOCH 17 - PROGRESS: at 63.24% examples, 214817 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:14,889 : INFO : EPOCH 17 - PROGRESS: at 63.34% examples, 214820 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:15,967 : INFO : EPOCH 17 - PROGRESS: at 63.46% examples, 214813 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:17,019 : INFO : EPOCH 17 - PROGRESS: at 63.58% examples, 214810 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:18,062 : INFO : EPOCH 17 - PROGRESS: at 63.69% examples, 214822 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:19,115 : INFO : EPOCH 17 - PROGRESS: at 63.82% examples, 214827 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:20,167 : INFO : EPOCH 17 - PROGRESS: at 63.93% examples, 214826 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:21,186 : INFO : EPOCH 17 - PROGRESS: at 64.04% examples, 214837 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:22,202 : INFO : EPOCH 17 - PROGRESS: at 64.16% examples, 214832 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:23,233 : INFO : EPOCH 17 - PROGRESS: at 64.25% examples, 214835 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:24,242 : INFO : EPOCH 17 - PROGRESS: at 64.37% examples, 214832 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:25,257 : INFO : EPOCH 17 - PROGRESS: at 64.50% examples, 214856 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:26,306 : INFO : EPOCH 17 - PROGRESS: at 64.59% examples, 214844 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:27,316 : INFO : EPOCH 17 - PROGRESS: at 64.72% examples, 214854 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:28,319 : INFO : EPOCH 17 - PROGRESS: at 64.84% examples, 214856 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:29,347 : INFO : EPOCH 17 - PROGRESS: at 64.96% examples, 214850 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:30,411 : INFO : EPOCH 17 - PROGRESS: at 65.08% examples, 214847 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:31,441 : INFO : EPOCH 17 - PROGRESS: at 65.22% examples, 214862 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:32,464 : INFO : EPOCH 17 - PROGRESS: at 65.34% examples, 214868 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:33,500 : INFO : EPOCH 17 - PROGRESS: at 65.47% examples, 214865 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:34,553 : INFO : EPOCH 17 - PROGRESS: at 65.58% examples, 214863 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:35,576 : INFO : EPOCH 17 - PROGRESS: at 65.70% examples, 214879 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:36,577 : INFO : EPOCH 17 - PROGRESS: at 65.83% examples, 214886 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:37,602 : INFO : EPOCH 17 - PROGRESS: at 65.94% examples, 214879 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:38,631 : INFO : EPOCH 17 - PROGRESS: at 66.06% examples, 214881 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:39,639 : INFO : EPOCH 17 - PROGRESS: at 66.17% examples, 214891 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:40,647 : INFO : EPOCH 17 - PROGRESS: at 66.28% examples, 214880 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:41,730 : INFO : EPOCH 17 - PROGRESS: at 66.43% examples, 214876 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:42,751 : INFO : EPOCH 17 - PROGRESS: at 66.54% examples, 214888 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:43,820 : INFO : EPOCH 17 - PROGRESS: at 66.65% examples, 214891 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:44,848 : INFO : EPOCH 17 - PROGRESS: at 66.77% examples, 214897 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:45,900 : INFO : EPOCH 17 - PROGRESS: at 66.91% examples, 214898 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:46,903 : INFO : EPOCH 17 - PROGRESS: at 67.02% examples, 214899 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:47,907 : INFO : EPOCH 17 - PROGRESS: at 67.13% examples, 214905 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:48,979 : INFO : EPOCH 17 - PROGRESS: at 67.27% examples, 214901 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:50,007 : INFO : EPOCH 17 - PROGRESS: at 67.40% examples, 214911 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:51,013 : INFO : EPOCH 17 - PROGRESS: at 67.52% examples, 214914 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:52,019 : INFO : EPOCH 17 - PROGRESS: at 67.63% examples, 214914 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:53,095 : INFO : EPOCH 17 - PROGRESS: at 67.76% examples, 214917 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:54,136 : INFO : EPOCH 17 - PROGRESS: at 67.86% examples, 214922 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:55,175 : INFO : EPOCH 17 - PROGRESS: at 67.99% examples, 214929 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:56,204 : INFO : EPOCH 17 - PROGRESS: at 68.11% examples, 214928 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:57,225 : INFO : EPOCH 17 - PROGRESS: at 68.25% examples, 214937 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:58,265 : INFO : EPOCH 17 - PROGRESS: at 68.37% examples, 214932 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:16:59,296 : INFO : EPOCH 17 - PROGRESS: at 68.48% examples, 214929 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:00,338 : INFO : EPOCH 17 - PROGRESS: at 68.60% examples, 214934 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:01,350 : INFO : EPOCH 17 - PROGRESS: at 68.72% examples, 214938 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:02,381 : INFO : EPOCH 17 - PROGRESS: at 68.85% examples, 214936 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:03,428 : INFO : EPOCH 17 - PROGRESS: at 68.94% examples, 214931 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:04,495 : INFO : EPOCH 17 - PROGRESS: at 69.05% examples, 214937 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:05,533 : INFO : EPOCH 17 - PROGRESS: at 69.17% examples, 214931 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:06,585 : INFO : EPOCH 17 - PROGRESS: at 69.28% examples, 214935 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:07,622 : INFO : EPOCH 17 - PROGRESS: at 69.41% examples, 214931 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:08,635 : INFO : EPOCH 17 - PROGRESS: at 69.55% examples, 214949 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:09,683 : INFO : EPOCH 17 - PROGRESS: at 69.66% examples, 214941 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:10,722 : INFO : EPOCH 17 - PROGRESS: at 69.79% examples, 214948 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:11,780 : INFO : EPOCH 17 - PROGRESS: at 69.90% examples, 214947 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:12,851 : INFO : EPOCH 17 - PROGRESS: at 70.03% examples, 214949 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:13,866 : INFO : EPOCH 17 - PROGRESS: at 70.15% examples, 214956 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:14,919 : INFO : EPOCH 17 - PROGRESS: at 70.27% examples, 214952 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:15,947 : INFO : EPOCH 17 - PROGRESS: at 70.38% examples, 214960 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:16,979 : INFO : EPOCH 17 - PROGRESS: at 70.51% examples, 214963 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:17,995 : INFO : EPOCH 17 - PROGRESS: at 70.64% examples, 214964 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:19,037 : INFO : EPOCH 17 - PROGRESS: at 70.76% examples, 214967 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:20,066 : INFO : EPOCH 17 - PROGRESS: at 70.88% examples, 214971 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:21,086 : INFO : EPOCH 17 - PROGRESS: at 71.00% examples, 214982 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:22,140 : INFO : EPOCH 17 - PROGRESS: at 71.12% examples, 214968 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:23,206 : INFO : EPOCH 17 - PROGRESS: at 71.24% examples, 214967 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:24,234 : INFO : EPOCH 17 - PROGRESS: at 71.35% examples, 214991 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:25,283 : INFO : EPOCH 17 - PROGRESS: at 71.46% examples, 214982 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:26,291 : INFO : EPOCH 17 - PROGRESS: at 71.59% examples, 214991 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:27,292 : INFO : EPOCH 17 - PROGRESS: at 71.71% examples, 214996 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:28,324 : INFO : EPOCH 17 - PROGRESS: at 71.82% examples, 214988 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:29,387 : INFO : EPOCH 17 - PROGRESS: at 71.95% examples, 214986 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:30,445 : INFO : EPOCH 17 - PROGRESS: at 72.08% examples, 214985 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:31,449 : INFO : EPOCH 17 - PROGRESS: at 72.18% examples, 214992 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:32,460 : INFO : EPOCH 17 - PROGRESS: at 72.32% examples, 214994 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:33,477 : INFO : EPOCH 17 - PROGRESS: at 72.44% examples, 215001 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:34,483 : INFO : EPOCH 17 - PROGRESS: at 72.53% examples, 214994 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:35,518 : INFO : EPOCH 17 - PROGRESS: at 72.66% examples, 214998 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:36,548 : INFO : EPOCH 17 - PROGRESS: at 72.79% examples, 215008 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:37,620 : INFO : EPOCH 17 - PROGRESS: at 72.92% examples, 215002 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:38,640 : INFO : EPOCH 17 - PROGRESS: at 73.06% examples, 215007 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:39,660 : INFO : EPOCH 17 - PROGRESS: at 73.18% examples, 215017 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:40,670 : INFO : EPOCH 17 - PROGRESS: at 73.29% examples, 215011 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:41,689 : INFO : EPOCH 17 - PROGRESS: at 73.43% examples, 215022 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:42,700 : INFO : EPOCH 17 - PROGRESS: at 73.55% examples, 215011 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:43,718 : INFO : EPOCH 17 - PROGRESS: at 73.68% examples, 215032 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:44,739 : INFO : EPOCH 17 - PROGRESS: at 73.77% examples, 215026 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:45,753 : INFO : EPOCH 17 - PROGRESS: at 73.89% examples, 215018 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:46,770 : INFO : EPOCH 17 - PROGRESS: at 74.01% examples, 215022 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:47,798 : INFO : EPOCH 17 - PROGRESS: at 74.12% examples, 215033 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:48,806 : INFO : EPOCH 17 - PROGRESS: at 74.23% examples, 215033 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:49,829 : INFO : EPOCH 17 - PROGRESS: at 74.35% examples, 215034 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:50,843 : INFO : EPOCH 17 - PROGRESS: at 74.47% examples, 215036 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:51,846 : INFO : EPOCH 17 - PROGRESS: at 74.60% examples, 215044 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:52,851 : INFO : EPOCH 17 - PROGRESS: at 74.72% examples, 215044 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:53,855 : INFO : EPOCH 17 - PROGRESS: at 74.82% examples, 215035 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:54,865 : INFO : EPOCH 17 - PROGRESS: at 74.96% examples, 215052 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:55,953 : INFO : EPOCH 17 - PROGRESS: at 75.07% examples, 215044 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:57,009 : INFO : EPOCH 17 - PROGRESS: at 75.20% examples, 215055 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:58,072 : INFO : EPOCH 17 - PROGRESS: at 75.32% examples, 215056 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:17:59,077 : INFO : EPOCH 17 - PROGRESS: at 75.44% examples, 215061 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:00,086 : INFO : EPOCH 17 - PROGRESS: at 75.56% examples, 215061 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:01,088 : INFO : EPOCH 17 - PROGRESS: at 75.68% examples, 215071 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:18:02,121 : INFO : EPOCH 17 - PROGRESS: at 75.80% examples, 215064 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:03,147 : INFO : EPOCH 17 - PROGRESS: at 75.92% examples, 215072 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:04,161 : INFO : EPOCH 17 - PROGRESS: at 76.04% examples, 215050 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:05,189 : INFO : EPOCH 17 - PROGRESS: at 76.16% examples, 215060 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:18:06,196 : INFO : EPOCH 17 - PROGRESS: at 76.27% examples, 215069 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:07,211 : INFO : EPOCH 17 - PROGRESS: at 76.40% examples, 215055 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:08,214 : INFO : EPOCH 17 - PROGRESS: at 76.53% examples, 215067 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:09,225 : INFO : EPOCH 17 - PROGRESS: at 76.63% examples, 215066 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:10,242 : INFO : EPOCH 17 - PROGRESS: at 76.73% examples, 215054 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:18:11,275 : INFO : EPOCH 17 - PROGRESS: at 76.86% examples, 215053 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:12,304 : INFO : EPOCH 17 - PROGRESS: at 76.98% examples, 215048 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:13,359 : INFO : EPOCH 17 - PROGRESS: at 77.08% examples, 215032 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:14,389 : INFO : EPOCH 17 - PROGRESS: at 77.19% examples, 215027 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:15,423 : INFO : EPOCH 17 - PROGRESS: at 77.28% examples, 214962 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:16,481 : INFO : EPOCH 17 - PROGRESS: at 77.38% examples, 214907 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:17,490 : INFO : EPOCH 17 - PROGRESS: at 77.51% examples, 214912 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:18,500 : INFO : EPOCH 17 - PROGRESS: at 77.61% examples, 214906 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:19,501 : INFO : EPOCH 17 - PROGRESS: at 77.72% examples, 214922 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:20,519 : INFO : EPOCH 17 - PROGRESS: at 77.84% examples, 214925 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:21,528 : INFO : EPOCH 17 - PROGRESS: at 77.95% examples, 214926 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:22,579 : INFO : EPOCH 17 - PROGRESS: at 78.09% examples, 214919 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:23,592 : INFO : EPOCH 17 - PROGRESS: at 78.21% examples, 214927 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:24,628 : INFO : EPOCH 17 - PROGRESS: at 78.33% examples, 214929 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:25,661 : INFO : EPOCH 17 - PROGRESS: at 78.46% examples, 214934 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:26,687 : INFO : EPOCH 17 - PROGRESS: at 78.59% examples, 214931 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:27,737 : INFO : EPOCH 17 - PROGRESS: at 78.71% examples, 214936 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:28,775 : INFO : EPOCH 17 - PROGRESS: at 78.84% examples, 214941 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:29,827 : INFO : EPOCH 17 - PROGRESS: at 78.97% examples, 214936 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:30,839 : INFO : EPOCH 17 - PROGRESS: at 79.10% examples, 214938 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:31,872 : INFO : EPOCH 17 - PROGRESS: at 79.23% examples, 214940 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:32,875 : INFO : EPOCH 17 - PROGRESS: at 79.34% examples, 214950 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:33,881 : INFO : EPOCH 17 - PROGRESS: at 79.47% examples, 214956 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:34,920 : INFO : EPOCH 17 - PROGRESS: at 79.58% examples, 214949 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:35,923 : INFO : EPOCH 17 - PROGRESS: at 79.70% examples, 214951 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:36,925 : INFO : EPOCH 17 - PROGRESS: at 79.81% examples, 214967 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:37,929 : INFO : EPOCH 17 - PROGRESS: at 79.94% examples, 214965 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:38,933 : INFO : EPOCH 17 - PROGRESS: at 80.05% examples, 214967 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:39,936 : INFO : EPOCH 17 - PROGRESS: at 80.17% examples, 214961 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:40,981 : INFO : EPOCH 17 - PROGRESS: at 80.27% examples, 214967 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:42,037 : INFO : EPOCH 17 - PROGRESS: at 80.38% examples, 214959 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:43,041 : INFO : EPOCH 17 - PROGRESS: at 80.49% examples, 214958 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:44,052 : INFO : EPOCH 17 - PROGRESS: at 80.62% examples, 214963 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:45,054 : INFO : EPOCH 17 - PROGRESS: at 80.72% examples, 214965 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:46,060 : INFO : EPOCH 17 - PROGRESS: at 80.85% examples, 214973 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:47,063 : INFO : EPOCH 17 - PROGRESS: at 80.97% examples, 214971 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:48,142 : INFO : EPOCH 17 - PROGRESS: at 81.07% examples, 214964 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:49,145 : INFO : EPOCH 17 - PROGRESS: at 81.20% examples, 214969 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:50,224 : INFO : EPOCH 17 - PROGRESS: at 81.33% examples, 214972 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:51,229 : INFO : EPOCH 17 - PROGRESS: at 81.46% examples, 214985 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:52,248 : INFO : EPOCH 17 - PROGRESS: at 81.56% examples, 214985 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:53,254 : INFO : EPOCH 17 - PROGRESS: at 81.67% examples, 214975 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:54,266 : INFO : EPOCH 17 - PROGRESS: at 81.78% examples, 214992 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:55,272 : INFO : EPOCH 17 - PROGRESS: at 81.89% examples, 214994 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:56,293 : INFO : EPOCH 17 - PROGRESS: at 82.03% examples, 214982 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:57,324 : INFO : EPOCH 17 - PROGRESS: at 82.16% examples, 214989 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:58,328 : INFO : EPOCH 17 - PROGRESS: at 82.27% examples, 214991 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:18:59,378 : INFO : EPOCH 17 - PROGRESS: at 82.41% examples, 214991 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:00,428 : INFO : EPOCH 17 - PROGRESS: at 82.52% examples, 214991 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:01,449 : INFO : EPOCH 17 - PROGRESS: at 82.67% examples, 214992 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:02,482 : INFO : EPOCH 17 - PROGRESS: at 82.79% examples, 214999 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:03,496 : INFO : EPOCH 17 - PROGRESS: at 82.91% examples, 215002 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:04,526 : INFO : EPOCH 17 - PROGRESS: at 83.00% examples, 214991 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:05,581 : INFO : EPOCH 17 - PROGRESS: at 83.13% examples, 214991 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:19:06,586 : INFO : EPOCH 17 - PROGRESS: at 83.24% examples, 215008 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:19:07,601 : INFO : EPOCH 17 - PROGRESS: at 83.35% examples, 215006 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:08,606 : INFO : EPOCH 17 - PROGRESS: at 83.47% examples, 215008 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:09,623 : INFO : EPOCH 17 - PROGRESS: at 83.58% examples, 215005 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:10,657 : INFO : EPOCH 17 - PROGRESS: at 83.72% examples, 215006 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:11,687 : INFO : EPOCH 17 - PROGRESS: at 83.83% examples, 215007 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:12,750 : INFO : EPOCH 17 - PROGRESS: at 83.95% examples, 215011 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:13,762 : INFO : EPOCH 17 - PROGRESS: at 84.07% examples, 215011 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:14,799 : INFO : EPOCH 17 - PROGRESS: at 84.17% examples, 215011 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:15,802 : INFO : EPOCH 17 - PROGRESS: at 84.28% examples, 215022 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:16,814 : INFO : EPOCH 17 - PROGRESS: at 84.41% examples, 215025 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:17,866 : INFO : EPOCH 17 - PROGRESS: at 84.53% examples, 215015 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:18,929 : INFO : EPOCH 17 - PROGRESS: at 84.66% examples, 215021 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:19,950 : INFO : EPOCH 17 - PROGRESS: at 84.78% examples, 215030 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:20,950 : INFO : EPOCH 17 - PROGRESS: at 84.89% examples, 215037 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:22,036 : INFO : EPOCH 17 - PROGRESS: at 85.00% examples, 215026 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:23,049 : INFO : EPOCH 17 - PROGRESS: at 85.12% examples, 215040 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:24,057 : INFO : EPOCH 17 - PROGRESS: at 85.22% examples, 215030 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:25,105 : INFO : EPOCH 17 - PROGRESS: at 85.35% examples, 215033 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:26,153 : INFO : EPOCH 17 - PROGRESS: at 85.49% examples, 215040 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:27,169 : INFO : EPOCH 17 - PROGRESS: at 85.60% examples, 215038 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:28,219 : INFO : EPOCH 17 - PROGRESS: at 85.74% examples, 215045 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:29,256 : INFO : EPOCH 17 - PROGRESS: at 85.86% examples, 215045 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:30,287 : INFO : EPOCH 17 - PROGRESS: at 86.00% examples, 215048 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:31,295 : INFO : EPOCH 17 - PROGRESS: at 86.11% examples, 215046 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:32,316 : INFO : EPOCH 17 - PROGRESS: at 86.22% examples, 215053 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:33,360 : INFO : EPOCH 17 - PROGRESS: at 86.33% examples, 215051 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:34,366 : INFO : EPOCH 17 - PROGRESS: at 86.44% examples, 215060 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:35,398 : INFO : EPOCH 17 - PROGRESS: at 86.53% examples, 215048 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:36,406 : INFO : EPOCH 17 - PROGRESS: at 86.65% examples, 215044 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:19:37,409 : INFO : EPOCH 17 - PROGRESS: at 86.78% examples, 215062 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:38,465 : INFO : EPOCH 17 - PROGRESS: at 86.89% examples, 215053 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:39,469 : INFO : EPOCH 17 - PROGRESS: at 87.00% examples, 215063 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:40,481 : INFO : EPOCH 17 - PROGRESS: at 87.12% examples, 215063 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:41,489 : INFO : EPOCH 17 - PROGRESS: at 87.22% examples, 215056 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:42,492 : INFO : EPOCH 17 - PROGRESS: at 87.34% examples, 215058 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:43,493 : INFO : EPOCH 17 - PROGRESS: at 87.46% examples, 215070 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:44,531 : INFO : EPOCH 17 - PROGRESS: at 87.59% examples, 215063 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:45,548 : INFO : EPOCH 17 - PROGRESS: at 87.69% examples, 215070 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:46,561 : INFO : EPOCH 17 - PROGRESS: at 87.78% examples, 215069 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:47,561 : INFO : EPOCH 17 - PROGRESS: at 87.90% examples, 215078 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:48,594 : INFO : EPOCH 17 - PROGRESS: at 88.02% examples, 215065 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:49,685 : INFO : EPOCH 17 - PROGRESS: at 88.17% examples, 215062 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:50,715 : INFO : EPOCH 17 - PROGRESS: at 88.29% examples, 215073 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:51,721 : INFO : EPOCH 17 - PROGRESS: at 88.41% examples, 215086 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:52,722 : INFO : EPOCH 17 - PROGRESS: at 88.53% examples, 215074 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:53,773 : INFO : EPOCH 17 - PROGRESS: at 88.65% examples, 215077 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:54,781 : INFO : EPOCH 17 - PROGRESS: at 88.76% examples, 215077 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:19:55,796 : INFO : EPOCH 17 - PROGRESS: at 88.88% examples, 215075 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:56,819 : INFO : EPOCH 17 - PROGRESS: at 88.99% examples, 215077 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:57,835 : INFO : EPOCH 17 - PROGRESS: at 89.12% examples, 215083 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:58,888 : INFO : EPOCH 17 - PROGRESS: at 89.23% examples, 215088 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:19:59,967 : INFO : EPOCH 17 - PROGRESS: at 89.34% examples, 215083 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:00,993 : INFO : EPOCH 17 - PROGRESS: at 89.49% examples, 215093 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:02,004 : INFO : EPOCH 17 - PROGRESS: at 89.59% examples, 215092 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:03,037 : INFO : EPOCH 17 - PROGRESS: at 89.69% examples, 215098 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:04,066 : INFO : EPOCH 17 - PROGRESS: at 89.81% examples, 215100 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:05,109 : INFO : EPOCH 17 - PROGRESS: at 89.91% examples, 215099 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:06,131 : INFO : EPOCH 17 - PROGRESS: at 90.03% examples, 215105 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:07,134 : INFO : EPOCH 17 - PROGRESS: at 90.14% examples, 215098 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:08,253 : INFO : EPOCH 17 - PROGRESS: at 90.27% examples, 215092 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:09,310 : INFO : EPOCH 17 - PROGRESS: at 90.40% examples, 215095 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:10,331 : INFO : EPOCH 17 - PROGRESS: at 90.52% examples, 215104 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:11,358 : INFO : EPOCH 17 - PROGRESS: at 90.64% examples, 215109 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:12,373 : INFO : EPOCH 17 - PROGRESS: at 90.77% examples, 215113 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:13,399 : INFO : EPOCH 17 - PROGRESS: at 90.90% examples, 215108 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:14,428 : INFO : EPOCH 17 - PROGRESS: at 90.99% examples, 215111 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:15,428 : INFO : EPOCH 17 - PROGRESS: at 91.10% examples, 215119 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:16,456 : INFO : EPOCH 17 - PROGRESS: at 91.23% examples, 215116 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:17,461 : INFO : EPOCH 17 - PROGRESS: at 91.35% examples, 215126 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:18,477 : INFO : EPOCH 17 - PROGRESS: at 91.45% examples, 215122 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:19,478 : INFO : EPOCH 17 - PROGRESS: at 91.56% examples, 215124 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:20,496 : INFO : EPOCH 17 - PROGRESS: at 91.68% examples, 215114 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:21,509 : INFO : EPOCH 17 - PROGRESS: at 91.79% examples, 215117 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:22,544 : INFO : EPOCH 17 - PROGRESS: at 91.91% examples, 215122 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:23,547 : INFO : EPOCH 17 - PROGRESS: at 92.02% examples, 215122 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:24,547 : INFO : EPOCH 17 - PROGRESS: at 92.14% examples, 215119 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:25,560 : INFO : EPOCH 17 - PROGRESS: at 92.28% examples, 215118 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:26,591 : INFO : EPOCH 17 - PROGRESS: at 92.39% examples, 215127 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:27,600 : INFO : EPOCH 17 - PROGRESS: at 92.50% examples, 215130 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:28,605 : INFO : EPOCH 17 - PROGRESS: at 92.62% examples, 215130 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:29,658 : INFO : EPOCH 17 - PROGRESS: at 92.74% examples, 215124 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:30,688 : INFO : EPOCH 17 - PROGRESS: at 92.84% examples, 215127 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:31,707 : INFO : EPOCH 17 - PROGRESS: at 92.94% examples, 215126 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:32,750 : INFO : EPOCH 17 - PROGRESS: at 93.07% examples, 215128 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:33,761 : INFO : EPOCH 17 - PROGRESS: at 93.18% examples, 215134 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:34,794 : INFO : EPOCH 17 - PROGRESS: at 93.29% examples, 215132 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:35,829 : INFO : EPOCH 17 - PROGRESS: at 93.42% examples, 215136 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:36,847 : INFO : EPOCH 17 - PROGRESS: at 93.56% examples, 215140 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:37,902 : INFO : EPOCH 17 - PROGRESS: at 93.67% examples, 215133 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:38,983 : INFO : EPOCH 17 - PROGRESS: at 93.77% examples, 215132 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:39,990 : INFO : EPOCH 17 - PROGRESS: at 93.89% examples, 215141 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:41,011 : INFO : EPOCH 17 - PROGRESS: at 94.02% examples, 215138 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:42,013 : INFO : EPOCH 17 - PROGRESS: at 94.16% examples, 215150 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:43,075 : INFO : EPOCH 17 - PROGRESS: at 94.28% examples, 215139 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:44,119 : INFO : EPOCH 17 - PROGRESS: at 94.41% examples, 215142 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:45,208 : INFO : EPOCH 17 - PROGRESS: at 94.53% examples, 215143 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:46,233 : INFO : EPOCH 17 - PROGRESS: at 94.64% examples, 215152 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:47,237 : INFO : EPOCH 17 - PROGRESS: at 94.76% examples, 215148 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:48,320 : INFO : EPOCH 17 - PROGRESS: at 94.89% examples, 215143 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:49,342 : INFO : EPOCH 17 - PROGRESS: at 94.99% examples, 215163 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:50,372 : INFO : EPOCH 17 - PROGRESS: at 95.10% examples, 215153 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:51,385 : INFO : EPOCH 17 - PROGRESS: at 95.21% examples, 215159 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:52,415 : INFO : EPOCH 17 - PROGRESS: at 95.30% examples, 215152 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:53,472 : INFO : EPOCH 17 - PROGRESS: at 95.44% examples, 215156 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:54,479 : INFO : EPOCH 17 - PROGRESS: at 95.57% examples, 215163 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:55,483 : INFO : EPOCH 17 - PROGRESS: at 95.69% examples, 215166 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:56,488 : INFO : EPOCH 17 - PROGRESS: at 95.81% examples, 215172 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:57,533 : INFO : EPOCH 17 - PROGRESS: at 95.92% examples, 215162 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:58,591 : INFO : EPOCH 17 - PROGRESS: at 96.05% examples, 215159 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:20:59,635 : INFO : EPOCH 17 - PROGRESS: at 96.16% examples, 215161 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:00,641 : INFO : EPOCH 17 - PROGRESS: at 96.29% examples, 215172 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:01,649 : INFO : EPOCH 17 - PROGRESS: at 96.41% examples, 215170 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:02,677 : INFO : EPOCH 17 - PROGRESS: at 96.53% examples, 215172 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:03,693 : INFO : EPOCH 17 - PROGRESS: at 96.66% examples, 215179 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:04,799 : INFO : EPOCH 17 - PROGRESS: at 96.77% examples, 215165 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:05,852 : INFO : EPOCH 17 - PROGRESS: at 96.89% examples, 215168 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:06,861 : INFO : EPOCH 17 - PROGRESS: at 97.02% examples, 215183 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:07,866 : INFO : EPOCH 17 - PROGRESS: at 97.13% examples, 215182 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:08,885 : INFO : EPOCH 17 - PROGRESS: at 97.24% examples, 215187 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:09,901 : INFO : EPOCH 17 - PROGRESS: at 97.36% examples, 215188 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:10,903 : INFO : EPOCH 17 - PROGRESS: at 97.48% examples, 215190 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:11,992 : INFO : EPOCH 17 - PROGRESS: at 97.63% examples, 215174 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:13,012 : INFO : EPOCH 17 - PROGRESS: at 97.75% examples, 215186 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:14,051 : INFO : EPOCH 17 - PROGRESS: at 97.85% examples, 215182 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:15,081 : INFO : EPOCH 17 - PROGRESS: at 97.97% examples, 215182 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:16,103 : INFO : EPOCH 17 - PROGRESS: at 98.10% examples, 215187 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:17,196 : INFO : EPOCH 17 - PROGRESS: at 98.21% examples, 215182 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:18,277 : INFO : EPOCH 17 - PROGRESS: at 98.32% examples, 215183 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:19,296 : INFO : EPOCH 17 - PROGRESS: at 98.44% examples, 215193 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:20,311 : INFO : EPOCH 17 - PROGRESS: at 98.57% examples, 215191 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:21,341 : INFO : EPOCH 17 - PROGRESS: at 98.68% examples, 215194 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:22,345 : INFO : EPOCH 17 - PROGRESS: at 98.80% examples, 215202 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:23,374 : INFO : EPOCH 17 - PROGRESS: at 98.91% examples, 215194 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:24,376 : INFO : EPOCH 17 - PROGRESS: at 99.01% examples, 215195 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:25,378 : INFO : EPOCH 17 - PROGRESS: at 99.13% examples, 215199 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:26,390 : INFO : EPOCH 17 - PROGRESS: at 99.24% examples, 215205 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:27,441 : INFO : EPOCH 17 - PROGRESS: at 99.37% examples, 215202 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:28,464 : INFO : EPOCH 17 - PROGRESS: at 99.48% examples, 215201 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:29,502 : INFO : EPOCH 17 - PROGRESS: at 99.58% examples, 215207 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:30,598 : INFO : EPOCH 17 - PROGRESS: at 99.70% examples, 215202 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:31,626 : INFO : EPOCH 17 - PROGRESS: at 99.82% examples, 215212 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:32,634 : INFO : EPOCH 17 - PROGRESS: at 99.94% examples, 215213 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:33,138 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 04:21:33,151 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 04:21:33,156 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 04:21:33,202 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 04:21:33,202 : INFO : EPOCH - 17 : training on 248038538 raw words (187747495 effective words) took 872.4s, 215216 effective words/s
2020-07-17 04:21:34,214 : INFO : EPOCH 18 - PROGRESS: at 0.11% examples, 200536 words/s, in_qsize 8, out_qsize 1
2020-07-17 04:21:35,286 : INFO : EPOCH 18 - PROGRESS: at 0.24% examples, 206319 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:36,328 : INFO : EPOCH 18 - PROGRESS: at 0.34% examples, 208291 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:37,331 : INFO : EPOCH 18 - PROGRESS: at 0.45% examples, 212001 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:38,350 : INFO : EPOCH 18 - PROGRESS: at 0.56% examples, 212968 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:39,370 : INFO : EPOCH 18 - PROGRESS: at 0.67% examples, 213966 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:40,405 : INFO : EPOCH 18 - PROGRESS: at 0.78% examples, 214017 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:41,433 : INFO : EPOCH 18 - PROGRESS: at 0.89% examples, 213678 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:42,500 : INFO : EPOCH 18 - PROGRESS: at 1.03% examples, 214142 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:43,507 : INFO : EPOCH 18 - PROGRESS: at 1.15% examples, 214967 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:44,560 : INFO : EPOCH 18 - PROGRESS: at 1.27% examples, 214431 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:45,613 : INFO : EPOCH 18 - PROGRESS: at 1.38% examples, 214369 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:46,642 : INFO : EPOCH 18 - PROGRESS: at 1.50% examples, 214868 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:47,647 : INFO : EPOCH 18 - PROGRESS: at 1.62% examples, 215166 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:48,662 : INFO : EPOCH 18 - PROGRESS: at 1.74% examples, 215307 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:49,662 : INFO : EPOCH 18 - PROGRESS: at 1.85% examples, 215143 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:50,701 : INFO : EPOCH 18 - PROGRESS: at 1.96% examples, 215403 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:51,717 : INFO : EPOCH 18 - PROGRESS: at 2.08% examples, 215848 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:52,729 : INFO : EPOCH 18 - PROGRESS: at 2.19% examples, 215629 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:53,730 : INFO : EPOCH 18 - PROGRESS: at 2.29% examples, 215445 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:54,747 : INFO : EPOCH 18 - PROGRESS: at 2.40% examples, 215468 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:55,780 : INFO : EPOCH 18 - PROGRESS: at 2.55% examples, 215642 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:56,789 : INFO : EPOCH 18 - PROGRESS: at 2.66% examples, 215986 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:57,823 : INFO : EPOCH 18 - PROGRESS: at 2.78% examples, 215572 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:58,837 : INFO : EPOCH 18 - PROGRESS: at 2.89% examples, 215783 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:21:59,860 : INFO : EPOCH 18 - PROGRESS: at 3.00% examples, 215713 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:00,883 : INFO : EPOCH 18 - PROGRESS: at 3.12% examples, 215715 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:01,889 : INFO : EPOCH 18 - PROGRESS: at 3.24% examples, 215811 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:02,897 : INFO : EPOCH 18 - PROGRESS: at 3.35% examples, 215933 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:03,903 : INFO : EPOCH 18 - PROGRESS: at 3.47% examples, 215742 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:04,920 : INFO : EPOCH 18 - PROGRESS: at 3.60% examples, 215847 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:05,979 : INFO : EPOCH 18 - PROGRESS: at 3.71% examples, 215656 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:07,027 : INFO : EPOCH 18 - PROGRESS: at 3.82% examples, 215799 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:08,060 : INFO : EPOCH 18 - PROGRESS: at 3.94% examples, 215724 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:09,074 : INFO : EPOCH 18 - PROGRESS: at 4.06% examples, 215824 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:10,117 : INFO : EPOCH 18 - PROGRESS: at 4.17% examples, 215710 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:11,133 : INFO : EPOCH 18 - PROGRESS: at 4.29% examples, 215702 words/s, in_qsize 8, out_qsize 1
2020-07-17 04:22:12,185 : INFO : EPOCH 18 - PROGRESS: at 4.41% examples, 215736 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:13,199 : INFO : EPOCH 18 - PROGRESS: at 4.52% examples, 215764 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:14,213 : INFO : EPOCH 18 - PROGRESS: at 4.64% examples, 215802 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:15,280 : INFO : EPOCH 18 - PROGRESS: at 4.77% examples, 215729 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:16,324 : INFO : EPOCH 18 - PROGRESS: at 4.89% examples, 215830 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:17,334 : INFO : EPOCH 18 - PROGRESS: at 5.00% examples, 216001 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:18,341 : INFO : EPOCH 18 - PROGRESS: at 5.12% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:19,391 : INFO : EPOCH 18 - PROGRESS: at 5.26% examples, 215861 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:20,435 : INFO : EPOCH 18 - PROGRESS: at 5.38% examples, 215946 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:21,481 : INFO : EPOCH 18 - PROGRESS: at 5.52% examples, 215985 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:22,491 : INFO : EPOCH 18 - PROGRESS: at 5.64% examples, 216007 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:23,556 : INFO : EPOCH 18 - PROGRESS: at 5.76% examples, 215891 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:24,604 : INFO : EPOCH 18 - PROGRESS: at 5.89% examples, 215968 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:25,612 : INFO : EPOCH 18 - PROGRESS: at 6.02% examples, 216003 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:26,643 : INFO : EPOCH 18 - PROGRESS: at 6.13% examples, 216089 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:27,649 : INFO : EPOCH 18 - PROGRESS: at 6.23% examples, 216094 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:28,659 : INFO : EPOCH 18 - PROGRESS: at 6.34% examples, 216100 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:29,665 : INFO : EPOCH 18 - PROGRESS: at 6.46% examples, 216026 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:30,671 : INFO : EPOCH 18 - PROGRESS: at 6.57% examples, 216127 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:31,727 : INFO : EPOCH 18 - PROGRESS: at 6.69% examples, 216025 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:32,777 : INFO : EPOCH 18 - PROGRESS: at 6.82% examples, 216019 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:33,778 : INFO : EPOCH 18 - PROGRESS: at 6.93% examples, 216152 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:34,786 : INFO : EPOCH 18 - PROGRESS: at 7.05% examples, 216159 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:35,830 : INFO : EPOCH 18 - PROGRESS: at 7.18% examples, 216074 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:36,839 : INFO : EPOCH 18 - PROGRESS: at 7.30% examples, 216167 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:37,848 : INFO : EPOCH 18 - PROGRESS: at 7.41% examples, 216128 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:38,855 : INFO : EPOCH 18 - PROGRESS: at 7.53% examples, 216097 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:39,865 : INFO : EPOCH 18 - PROGRESS: at 7.64% examples, 216049 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:40,924 : INFO : EPOCH 18 - PROGRESS: at 7.74% examples, 215828 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:22:41,930 : INFO : EPOCH 18 - PROGRESS: at 7.85% examples, 215769 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:42,955 : INFO : EPOCH 18 - PROGRESS: at 7.98% examples, 215803 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:43,978 : INFO : EPOCH 18 - PROGRESS: at 8.09% examples, 215536 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:45,044 : INFO : EPOCH 18 - PROGRESS: at 8.19% examples, 215022 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:46,078 : INFO : EPOCH 18 - PROGRESS: at 8.30% examples, 214666 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:47,085 : INFO : EPOCH 18 - PROGRESS: at 8.40% examples, 214524 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:48,105 : INFO : EPOCH 18 - PROGRESS: at 8.50% examples, 214595 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:49,127 : INFO : EPOCH 18 - PROGRESS: at 8.62% examples, 214503 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:50,134 : INFO : EPOCH 18 - PROGRESS: at 8.73% examples, 214565 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:51,135 : INFO : EPOCH 18 - PROGRESS: at 8.86% examples, 214629 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:52,143 : INFO : EPOCH 18 - PROGRESS: at 8.97% examples, 214669 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:53,190 : INFO : EPOCH 18 - PROGRESS: at 9.09% examples, 214681 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:54,231 : INFO : EPOCH 18 - PROGRESS: at 9.20% examples, 214632 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:55,236 : INFO : EPOCH 18 - PROGRESS: at 9.32% examples, 214779 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:56,237 : INFO : EPOCH 18 - PROGRESS: at 9.44% examples, 214813 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:57,258 : INFO : EPOCH 18 - PROGRESS: at 9.56% examples, 214765 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:58,263 : INFO : EPOCH 18 - PROGRESS: at 9.69% examples, 214856 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:22:59,302 : INFO : EPOCH 18 - PROGRESS: at 9.82% examples, 214827 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:00,319 : INFO : EPOCH 18 - PROGRESS: at 9.95% examples, 214908 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:01,319 : INFO : EPOCH 18 - PROGRESS: at 10.06% examples, 214847 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:02,330 : INFO : EPOCH 18 - PROGRESS: at 10.19% examples, 214897 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:03,330 : INFO : EPOCH 18 - PROGRESS: at 10.32% examples, 214920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:04,354 : INFO : EPOCH 18 - PROGRESS: at 10.45% examples, 214904 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:05,356 : INFO : EPOCH 18 - PROGRESS: at 10.56% examples, 215015 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:06,368 : INFO : EPOCH 18 - PROGRESS: at 10.67% examples, 214889 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:07,386 : INFO : EPOCH 18 - PROGRESS: at 10.80% examples, 215034 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:08,403 : INFO : EPOCH 18 - PROGRESS: at 10.91% examples, 215027 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:09,438 : INFO : EPOCH 18 - PROGRESS: at 11.03% examples, 215023 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:10,454 : INFO : EPOCH 18 - PROGRESS: at 11.14% examples, 215083 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:11,492 : INFO : EPOCH 18 - PROGRESS: at 11.25% examples, 215025 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:12,552 : INFO : EPOCH 18 - PROGRESS: at 11.39% examples, 215071 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:13,591 : INFO : EPOCH 18 - PROGRESS: at 11.51% examples, 215082 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:14,595 : INFO : EPOCH 18 - PROGRESS: at 11.63% examples, 215109 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:15,602 : INFO : EPOCH 18 - PROGRESS: at 11.75% examples, 215208 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:16,635 : INFO : EPOCH 18 - PROGRESS: at 11.89% examples, 215197 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:17,722 : INFO : EPOCH 18 - PROGRESS: at 12.00% examples, 215120 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:18,742 : INFO : EPOCH 18 - PROGRESS: at 12.12% examples, 215190 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:19,812 : INFO : EPOCH 18 - PROGRESS: at 12.24% examples, 215124 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:20,877 : INFO : EPOCH 18 - PROGRESS: at 12.37% examples, 215180 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:21,946 : INFO : EPOCH 18 - PROGRESS: at 12.50% examples, 215187 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:23,020 : INFO : EPOCH 18 - PROGRESS: at 12.62% examples, 215186 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:24,040 : INFO : EPOCH 18 - PROGRESS: at 12.75% examples, 215254 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:25,090 : INFO : EPOCH 18 - PROGRESS: at 12.88% examples, 215200 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:26,138 : INFO : EPOCH 18 - PROGRESS: at 12.99% examples, 215177 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:27,163 : INFO : EPOCH 18 - PROGRESS: at 13.12% examples, 215256 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:28,171 : INFO : EPOCH 18 - PROGRESS: at 13.23% examples, 215314 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:29,180 : INFO : EPOCH 18 - PROGRESS: at 13.34% examples, 215280 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:30,184 : INFO : EPOCH 18 - PROGRESS: at 13.45% examples, 215354 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:31,192 : INFO : EPOCH 18 - PROGRESS: at 13.56% examples, 215258 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:32,197 : INFO : EPOCH 18 - PROGRESS: at 13.68% examples, 215323 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:33,210 : INFO : EPOCH 18 - PROGRESS: at 13.81% examples, 215342 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:34,231 : INFO : EPOCH 18 - PROGRESS: at 13.93% examples, 215312 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:35,237 : INFO : EPOCH 18 - PROGRESS: at 14.04% examples, 215323 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:36,249 : INFO : EPOCH 18 - PROGRESS: at 14.15% examples, 215318 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:23:37,275 : INFO : EPOCH 18 - PROGRESS: at 14.27% examples, 215390 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:38,284 : INFO : EPOCH 18 - PROGRESS: at 14.39% examples, 215302 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:39,306 : INFO : EPOCH 18 - PROGRESS: at 14.53% examples, 215329 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:40,341 : INFO : EPOCH 18 - PROGRESS: at 14.64% examples, 215377 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:41,391 : INFO : EPOCH 18 - PROGRESS: at 14.75% examples, 215330 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:42,425 : INFO : EPOCH 18 - PROGRESS: at 14.90% examples, 215386 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:43,465 : INFO : EPOCH 18 - PROGRESS: at 15.01% examples, 215384 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:44,521 : INFO : EPOCH 18 - PROGRESS: at 15.12% examples, 215363 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:45,533 : INFO : EPOCH 18 - PROGRESS: at 15.22% examples, 215412 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:46,533 : INFO : EPOCH 18 - PROGRESS: at 15.33% examples, 215431 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:47,612 : INFO : EPOCH 18 - PROGRESS: at 15.46% examples, 215369 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:48,624 : INFO : EPOCH 18 - PROGRESS: at 15.56% examples, 215451 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:49,625 : INFO : EPOCH 18 - PROGRESS: at 15.67% examples, 215400 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:50,647 : INFO : EPOCH 18 - PROGRESS: at 15.79% examples, 215486 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:51,663 : INFO : EPOCH 18 - PROGRESS: at 15.91% examples, 215443 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:52,705 : INFO : EPOCH 18 - PROGRESS: at 16.01% examples, 215467 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:53,783 : INFO : EPOCH 18 - PROGRESS: at 16.13% examples, 215417 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:54,794 : INFO : EPOCH 18 - PROGRESS: at 16.26% examples, 215487 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:55,817 : INFO : EPOCH 18 - PROGRESS: at 16.37% examples, 215458 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:56,821 : INFO : EPOCH 18 - PROGRESS: at 16.50% examples, 215489 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:57,856 : INFO : EPOCH 18 - PROGRESS: at 16.61% examples, 215483 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:58,871 : INFO : EPOCH 18 - PROGRESS: at 16.72% examples, 215488 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:23:59,880 : INFO : EPOCH 18 - PROGRESS: at 16.83% examples, 215529 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:00,908 : INFO : EPOCH 18 - PROGRESS: at 16.95% examples, 215492 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:02,002 : INFO : EPOCH 18 - PROGRESS: at 17.07% examples, 215463 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:03,038 : INFO : EPOCH 18 - PROGRESS: at 17.19% examples, 215518 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:04,050 : INFO : EPOCH 18 - PROGRESS: at 17.31% examples, 215525 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:05,079 : INFO : EPOCH 18 - PROGRESS: at 17.42% examples, 215541 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:06,090 : INFO : EPOCH 18 - PROGRESS: at 17.54% examples, 215573 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:07,148 : INFO : EPOCH 18 - PROGRESS: at 17.66% examples, 215493 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:08,154 : INFO : EPOCH 18 - PROGRESS: at 17.77% examples, 215588 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:09,181 : INFO : EPOCH 18 - PROGRESS: at 17.88% examples, 215563 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:10,211 : INFO : EPOCH 18 - PROGRESS: at 18.01% examples, 215557 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:11,220 : INFO : EPOCH 18 - PROGRESS: at 18.12% examples, 215534 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:24:12,269 : INFO : EPOCH 18 - PROGRESS: at 18.26% examples, 215537 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:13,300 : INFO : EPOCH 18 - PROGRESS: at 18.37% examples, 215552 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:14,343 : INFO : EPOCH 18 - PROGRESS: at 18.49% examples, 215535 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:15,359 : INFO : EPOCH 18 - PROGRESS: at 18.59% examples, 215577 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:16,360 : INFO : EPOCH 18 - PROGRESS: at 18.69% examples, 215585 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:17,384 : INFO : EPOCH 18 - PROGRESS: at 18.81% examples, 215592 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:18,415 : INFO : EPOCH 18 - PROGRESS: at 18.93% examples, 215561 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:19,430 : INFO : EPOCH 18 - PROGRESS: at 19.04% examples, 215614 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:20,461 : INFO : EPOCH 18 - PROGRESS: at 19.15% examples, 215635 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:21,482 : INFO : EPOCH 18 - PROGRESS: at 19.25% examples, 215657 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:22,501 : INFO : EPOCH 18 - PROGRESS: at 19.35% examples, 215621 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:23,501 : INFO : EPOCH 18 - PROGRESS: at 19.46% examples, 215596 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:24,508 : INFO : EPOCH 18 - PROGRESS: at 19.57% examples, 215622 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:25,571 : INFO : EPOCH 18 - PROGRESS: at 19.72% examples, 215594 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:26,573 : INFO : EPOCH 18 - PROGRESS: at 19.83% examples, 215639 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:27,591 : INFO : EPOCH 18 - PROGRESS: at 19.97% examples, 215613 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:28,616 : INFO : EPOCH 18 - PROGRESS: at 20.10% examples, 215640 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:29,686 : INFO : EPOCH 18 - PROGRESS: at 20.23% examples, 215623 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:30,690 : INFO : EPOCH 18 - PROGRESS: at 20.34% examples, 215653 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:31,727 : INFO : EPOCH 18 - PROGRESS: at 20.45% examples, 215656 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:32,731 : INFO : EPOCH 18 - PROGRESS: at 20.57% examples, 215704 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:33,743 : INFO : EPOCH 18 - PROGRESS: at 20.68% examples, 215642 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:34,786 : INFO : EPOCH 18 - PROGRESS: at 20.78% examples, 215697 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:35,789 : INFO : EPOCH 18 - PROGRESS: at 20.88% examples, 215675 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:36,797 : INFO : EPOCH 18 - PROGRESS: at 21.00% examples, 215702 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:37,801 : INFO : EPOCH 18 - PROGRESS: at 21.12% examples, 215698 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:38,854 : INFO : EPOCH 18 - PROGRESS: at 21.23% examples, 215664 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:39,912 : INFO : EPOCH 18 - PROGRESS: at 21.35% examples, 215696 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:40,916 : INFO : EPOCH 18 - PROGRESS: at 21.46% examples, 215725 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:41,931 : INFO : EPOCH 18 - PROGRESS: at 21.58% examples, 215748 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:42,952 : INFO : EPOCH 18 - PROGRESS: at 21.71% examples, 215680 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:43,956 : INFO : EPOCH 18 - PROGRESS: at 21.82% examples, 215767 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:44,962 : INFO : EPOCH 18 - PROGRESS: at 21.94% examples, 215752 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:45,975 : INFO : EPOCH 18 - PROGRESS: at 22.06% examples, 215739 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:47,022 : INFO : EPOCH 18 - PROGRESS: at 22.18% examples, 215756 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:48,040 : INFO : EPOCH 18 - PROGRESS: at 22.30% examples, 215773 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:49,080 : INFO : EPOCH 18 - PROGRESS: at 22.40% examples, 215735 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:50,102 : INFO : EPOCH 18 - PROGRESS: at 22.52% examples, 215786 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:51,163 : INFO : EPOCH 18 - PROGRESS: at 22.64% examples, 215744 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:52,196 : INFO : EPOCH 18 - PROGRESS: at 22.77% examples, 215766 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:53,229 : INFO : EPOCH 18 - PROGRESS: at 22.88% examples, 215739 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:54,249 : INFO : EPOCH 18 - PROGRESS: at 22.99% examples, 215774 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:55,286 : INFO : EPOCH 18 - PROGRESS: at 23.12% examples, 215758 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:56,342 : INFO : EPOCH 18 - PROGRESS: at 23.24% examples, 215765 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:57,376 : INFO : EPOCH 18 - PROGRESS: at 23.37% examples, 215748 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:58,395 : INFO : EPOCH 18 - PROGRESS: at 23.48% examples, 215778 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:24:59,400 : INFO : EPOCH 18 - PROGRESS: at 23.61% examples, 215787 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:25:00,415 : INFO : EPOCH 18 - PROGRESS: at 23.71% examples, 215768 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:01,427 : INFO : EPOCH 18 - PROGRESS: at 23.84% examples, 215817 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:02,456 : INFO : EPOCH 18 - PROGRESS: at 23.95% examples, 215757 words/s, in_qsize 8, out_qsize 1
2020-07-17 04:25:03,472 : INFO : EPOCH 18 - PROGRESS: at 24.11% examples, 215779 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:04,491 : INFO : EPOCH 18 - PROGRESS: at 24.23% examples, 215793 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:05,570 : INFO : EPOCH 18 - PROGRESS: at 24.36% examples, 215772 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:06,584 : INFO : EPOCH 18 - PROGRESS: at 24.49% examples, 215796 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:07,597 : INFO : EPOCH 18 - PROGRESS: at 24.62% examples, 215804 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:08,641 : INFO : EPOCH 18 - PROGRESS: at 24.74% examples, 215797 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:09,702 : INFO : EPOCH 18 - PROGRESS: at 24.86% examples, 215772 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:10,743 : INFO : EPOCH 18 - PROGRESS: at 24.98% examples, 215794 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:11,758 : INFO : EPOCH 18 - PROGRESS: at 25.09% examples, 215782 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:12,769 : INFO : EPOCH 18 - PROGRESS: at 25.20% examples, 215807 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:13,773 : INFO : EPOCH 18 - PROGRESS: at 25.32% examples, 215846 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:14,797 : INFO : EPOCH 18 - PROGRESS: at 25.41% examples, 215805 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:15,809 : INFO : EPOCH 18 - PROGRESS: at 25.53% examples, 215778 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:16,876 : INFO : EPOCH 18 - PROGRESS: at 25.64% examples, 215793 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:17,913 : INFO : EPOCH 18 - PROGRESS: at 25.77% examples, 215794 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:18,953 : INFO : EPOCH 18 - PROGRESS: at 25.88% examples, 215799 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:19,962 : INFO : EPOCH 18 - PROGRESS: at 26.00% examples, 215844 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:20,983 : INFO : EPOCH 18 - PROGRESS: at 26.12% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:21,992 : INFO : EPOCH 18 - PROGRESS: at 26.23% examples, 215848 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:22,993 : INFO : EPOCH 18 - PROGRESS: at 26.36% examples, 215840 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:24,004 : INFO : EPOCH 18 - PROGRESS: at 26.49% examples, 215872 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:25,030 : INFO : EPOCH 18 - PROGRESS: at 26.61% examples, 215841 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:26,047 : INFO : EPOCH 18 - PROGRESS: at 26.72% examples, 215844 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:27,056 : INFO : EPOCH 18 - PROGRESS: at 26.83% examples, 215874 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:28,064 : INFO : EPOCH 18 - PROGRESS: at 26.96% examples, 215854 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:29,113 : INFO : EPOCH 18 - PROGRESS: at 27.08% examples, 215866 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:30,116 : INFO : EPOCH 18 - PROGRESS: at 27.19% examples, 215861 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:31,135 : INFO : EPOCH 18 - PROGRESS: at 27.31% examples, 215877 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:32,206 : INFO : EPOCH 18 - PROGRESS: at 27.42% examples, 215834 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:33,218 : INFO : EPOCH 18 - PROGRESS: at 27.53% examples, 215866 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:34,273 : INFO : EPOCH 18 - PROGRESS: at 27.65% examples, 215856 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:35,273 : INFO : EPOCH 18 - PROGRESS: at 27.76% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:36,280 : INFO : EPOCH 18 - PROGRESS: at 27.88% examples, 215874 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:37,299 : INFO : EPOCH 18 - PROGRESS: at 28.01% examples, 215872 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:38,333 : INFO : EPOCH 18 - PROGRESS: at 28.13% examples, 215874 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:39,338 : INFO : EPOCH 18 - PROGRESS: at 28.25% examples, 215877 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:40,359 : INFO : EPOCH 18 - PROGRESS: at 28.38% examples, 215890 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:41,379 : INFO : EPOCH 18 - PROGRESS: at 28.51% examples, 215898 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:42,406 : INFO : EPOCH 18 - PROGRESS: at 28.59% examples, 215887 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:43,415 : INFO : EPOCH 18 - PROGRESS: at 28.71% examples, 215888 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:44,450 : INFO : EPOCH 18 - PROGRESS: at 28.83% examples, 215870 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:45,510 : INFO : EPOCH 18 - PROGRESS: at 28.96% examples, 215889 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:46,525 : INFO : EPOCH 18 - PROGRESS: at 29.08% examples, 215892 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:47,528 : INFO : EPOCH 18 - PROGRESS: at 29.20% examples, 215911 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:48,548 : INFO : EPOCH 18 - PROGRESS: at 29.32% examples, 215916 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:49,604 : INFO : EPOCH 18 - PROGRESS: at 29.42% examples, 215894 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:50,611 : INFO : EPOCH 18 - PROGRESS: at 29.53% examples, 215902 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:51,663 : INFO : EPOCH 18 - PROGRESS: at 29.63% examples, 215899 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:52,691 : INFO : EPOCH 18 - PROGRESS: at 29.75% examples, 215916 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:53,728 : INFO : EPOCH 18 - PROGRESS: at 29.87% examples, 215920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:54,759 : INFO : EPOCH 18 - PROGRESS: at 29.98% examples, 215903 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:55,774 : INFO : EPOCH 18 - PROGRESS: at 30.10% examples, 215912 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:56,802 : INFO : EPOCH 18 - PROGRESS: at 30.21% examples, 215922 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:57,824 : INFO : EPOCH 18 - PROGRESS: at 30.33% examples, 215945 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:58,825 : INFO : EPOCH 18 - PROGRESS: at 30.44% examples, 215901 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:25:59,837 : INFO : EPOCH 18 - PROGRESS: at 30.55% examples, 215921 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:00,844 : INFO : EPOCH 18 - PROGRESS: at 30.66% examples, 215887 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:01,886 : INFO : EPOCH 18 - PROGRESS: at 30.78% examples, 215906 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:02,942 : INFO : EPOCH 18 - PROGRESS: at 30.91% examples, 215912 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:03,948 : INFO : EPOCH 18 - PROGRESS: at 31.04% examples, 215947 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:04,996 : INFO : EPOCH 18 - PROGRESS: at 31.16% examples, 215934 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:05,998 : INFO : EPOCH 18 - PROGRESS: at 31.28% examples, 215928 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:07,044 : INFO : EPOCH 18 - PROGRESS: at 31.40% examples, 215909 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:08,085 : INFO : EPOCH 18 - PROGRESS: at 31.52% examples, 215910 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:09,095 : INFO : EPOCH 18 - PROGRESS: at 31.65% examples, 215925 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:10,131 : INFO : EPOCH 18 - PROGRESS: at 31.78% examples, 215926 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:11,134 : INFO : EPOCH 18 - PROGRESS: at 31.89% examples, 215941 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:12,170 : INFO : EPOCH 18 - PROGRESS: at 32.00% examples, 215931 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:13,262 : INFO : EPOCH 18 - PROGRESS: at 32.13% examples, 215919 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:14,307 : INFO : EPOCH 18 - PROGRESS: at 32.25% examples, 215908 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:15,317 : INFO : EPOCH 18 - PROGRESS: at 32.36% examples, 215934 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:16,330 : INFO : EPOCH 18 - PROGRESS: at 32.46% examples, 215940 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:17,348 : INFO : EPOCH 18 - PROGRESS: at 32.57% examples, 215913 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:18,404 : INFO : EPOCH 18 - PROGRESS: at 32.71% examples, 215913 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:19,411 : INFO : EPOCH 18 - PROGRESS: at 32.84% examples, 215962 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:20,452 : INFO : EPOCH 18 - PROGRESS: at 32.96% examples, 215947 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:21,453 : INFO : EPOCH 18 - PROGRESS: at 33.06% examples, 215958 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:22,463 : INFO : EPOCH 18 - PROGRESS: at 33.18% examples, 215936 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:23,470 : INFO : EPOCH 18 - PROGRESS: at 33.30% examples, 215959 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:24,483 : INFO : EPOCH 18 - PROGRESS: at 33.41% examples, 215948 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:25,489 : INFO : EPOCH 18 - PROGRESS: at 33.53% examples, 215960 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:26,502 : INFO : EPOCH 18 - PROGRESS: at 33.64% examples, 215942 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:27,504 : INFO : EPOCH 18 - PROGRESS: at 33.77% examples, 215949 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:28,531 : INFO : EPOCH 18 - PROGRESS: at 33.89% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:29,566 : INFO : EPOCH 18 - PROGRESS: at 34.00% examples, 215971 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:30,612 : INFO : EPOCH 18 - PROGRESS: at 34.13% examples, 215958 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:31,632 : INFO : EPOCH 18 - PROGRESS: at 34.23% examples, 215967 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:32,657 : INFO : EPOCH 18 - PROGRESS: at 34.36% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:33,704 : INFO : EPOCH 18 - PROGRESS: at 34.48% examples, 215975 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:34,733 : INFO : EPOCH 18 - PROGRESS: at 34.60% examples, 215986 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:35,741 : INFO : EPOCH 18 - PROGRESS: at 34.72% examples, 215994 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:36,749 : INFO : EPOCH 18 - PROGRESS: at 34.82% examples, 215984 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:37,750 : INFO : EPOCH 18 - PROGRESS: at 34.93% examples, 215996 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:38,752 : INFO : EPOCH 18 - PROGRESS: at 35.05% examples, 215997 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:39,767 : INFO : EPOCH 18 - PROGRESS: at 35.15% examples, 215983 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:40,794 : INFO : EPOCH 18 - PROGRESS: at 35.28% examples, 215980 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:41,804 : INFO : EPOCH 18 - PROGRESS: at 35.39% examples, 216001 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:42,824 : INFO : EPOCH 18 - PROGRESS: at 35.50% examples, 215970 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:43,868 : INFO : EPOCH 18 - PROGRESS: at 35.63% examples, 215990 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:44,962 : INFO : EPOCH 18 - PROGRESS: at 35.76% examples, 215982 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:45,968 : INFO : EPOCH 18 - PROGRESS: at 35.87% examples, 216026 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:47,003 : INFO : EPOCH 18 - PROGRESS: at 36.01% examples, 216007 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:48,036 : INFO : EPOCH 18 - PROGRESS: at 36.12% examples, 216018 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:49,044 : INFO : EPOCH 18 - PROGRESS: at 36.23% examples, 215984 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:50,062 : INFO : EPOCH 18 - PROGRESS: at 36.34% examples, 215993 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:51,078 : INFO : EPOCH 18 - PROGRESS: at 36.46% examples, 216011 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:52,086 : INFO : EPOCH 18 - PROGRESS: at 36.57% examples, 216025 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:53,094 : INFO : EPOCH 18 - PROGRESS: at 36.69% examples, 216015 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:54,111 : INFO : EPOCH 18 - PROGRESS: at 36.78% examples, 216012 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:55,123 : INFO : EPOCH 18 - PROGRESS: at 36.89% examples, 216008 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:56,184 : INFO : EPOCH 18 - PROGRESS: at 37.00% examples, 215998 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:57,227 : INFO : EPOCH 18 - PROGRESS: at 37.12% examples, 215995 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:58,254 : INFO : EPOCH 18 - PROGRESS: at 37.24% examples, 215992 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:26:59,287 : INFO : EPOCH 18 - PROGRESS: at 37.38% examples, 215994 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:00,309 : INFO : EPOCH 18 - PROGRESS: at 37.49% examples, 215990 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:01,313 : INFO : EPOCH 18 - PROGRESS: at 37.63% examples, 216014 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:02,321 : INFO : EPOCH 18 - PROGRESS: at 37.73% examples, 215983 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:03,381 : INFO : EPOCH 18 - PROGRESS: at 37.86% examples, 215983 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:04,403 : INFO : EPOCH 18 - PROGRESS: at 37.99% examples, 216011 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:05,419 : INFO : EPOCH 18 - PROGRESS: at 38.10% examples, 216019 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:06,421 : INFO : EPOCH 18 - PROGRESS: at 38.22% examples, 216027 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:07,454 : INFO : EPOCH 18 - PROGRESS: at 38.34% examples, 216012 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:08,485 : INFO : EPOCH 18 - PROGRESS: at 38.46% examples, 216011 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:09,503 : INFO : EPOCH 18 - PROGRESS: at 38.60% examples, 216018 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:10,528 : INFO : EPOCH 18 - PROGRESS: at 38.71% examples, 215996 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:11,528 : INFO : EPOCH 18 - PROGRESS: at 38.84% examples, 215986 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:12,531 : INFO : EPOCH 18 - PROGRESS: at 38.97% examples, 215997 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:13,559 : INFO : EPOCH 18 - PROGRESS: at 39.08% examples, 215960 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:14,572 : INFO : EPOCH 18 - PROGRESS: at 39.20% examples, 215927 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:15,608 : INFO : EPOCH 18 - PROGRESS: at 39.31% examples, 215860 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:16,647 : INFO : EPOCH 18 - PROGRESS: at 39.41% examples, 215754 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:17,664 : INFO : EPOCH 18 - PROGRESS: at 39.50% examples, 215705 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:18,676 : INFO : EPOCH 18 - PROGRESS: at 39.60% examples, 215708 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:19,686 : INFO : EPOCH 18 - PROGRESS: at 39.72% examples, 215709 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:20,740 : INFO : EPOCH 18 - PROGRESS: at 39.84% examples, 215693 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:21,743 : INFO : EPOCH 18 - PROGRESS: at 39.95% examples, 215719 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:22,754 : INFO : EPOCH 18 - PROGRESS: at 40.07% examples, 215705 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:23,769 : INFO : EPOCH 18 - PROGRESS: at 40.19% examples, 215703 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:24,781 : INFO : EPOCH 18 - PROGRESS: at 40.32% examples, 215722 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:25,802 : INFO : EPOCH 18 - PROGRESS: at 40.41% examples, 215713 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:26,808 : INFO : EPOCH 18 - PROGRESS: at 40.54% examples, 215727 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:27,840 : INFO : EPOCH 18 - PROGRESS: at 40.65% examples, 215720 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:28,862 : INFO : EPOCH 18 - PROGRESS: at 40.75% examples, 215712 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:27:29,910 : INFO : EPOCH 18 - PROGRESS: at 40.90% examples, 215722 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:30,930 : INFO : EPOCH 18 - PROGRESS: at 41.01% examples, 215732 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:31,972 : INFO : EPOCH 18 - PROGRESS: at 41.13% examples, 215729 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:33,017 : INFO : EPOCH 18 - PROGRESS: at 41.25% examples, 215722 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:34,032 : INFO : EPOCH 18 - PROGRESS: at 41.37% examples, 215730 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:35,052 : INFO : EPOCH 18 - PROGRESS: at 41.48% examples, 215745 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:36,063 : INFO : EPOCH 18 - PROGRESS: at 41.59% examples, 215742 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:37,085 : INFO : EPOCH 18 - PROGRESS: at 41.72% examples, 215747 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:38,131 : INFO : EPOCH 18 - PROGRESS: at 41.85% examples, 215741 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:39,186 : INFO : EPOCH 18 - PROGRESS: at 41.97% examples, 215744 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:40,211 : INFO : EPOCH 18 - PROGRESS: at 42.11% examples, 215750 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:41,219 : INFO : EPOCH 18 - PROGRESS: at 42.21% examples, 215744 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:42,260 : INFO : EPOCH 18 - PROGRESS: at 42.33% examples, 215745 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:43,272 : INFO : EPOCH 18 - PROGRESS: at 42.45% examples, 215749 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:44,295 : INFO : EPOCH 18 - PROGRESS: at 42.57% examples, 215769 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:45,304 : INFO : EPOCH 18 - PROGRESS: at 42.69% examples, 215754 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:46,317 : INFO : EPOCH 18 - PROGRESS: at 42.81% examples, 215771 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:47,419 : INFO : EPOCH 18 - PROGRESS: at 42.94% examples, 215743 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:48,437 : INFO : EPOCH 18 - PROGRESS: at 43.05% examples, 215771 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:49,486 : INFO : EPOCH 18 - PROGRESS: at 43.16% examples, 215756 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:50,525 : INFO : EPOCH 18 - PROGRESS: at 43.27% examples, 215746 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:51,556 : INFO : EPOCH 18 - PROGRESS: at 43.38% examples, 215773 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:52,600 : INFO : EPOCH 18 - PROGRESS: at 43.51% examples, 215778 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:53,660 : INFO : EPOCH 18 - PROGRESS: at 43.62% examples, 215771 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:54,727 : INFO : EPOCH 18 - PROGRESS: at 43.75% examples, 215758 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:55,732 : INFO : EPOCH 18 - PROGRESS: at 43.87% examples, 215767 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:56,741 : INFO : EPOCH 18 - PROGRESS: at 44.00% examples, 215781 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:57,778 : INFO : EPOCH 18 - PROGRESS: at 44.12% examples, 215779 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:58,787 : INFO : EPOCH 18 - PROGRESS: at 44.23% examples, 215779 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:27:59,806 : INFO : EPOCH 18 - PROGRESS: at 44.35% examples, 215788 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:00,858 : INFO : EPOCH 18 - PROGRESS: at 44.48% examples, 215768 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:01,888 : INFO : EPOCH 18 - PROGRESS: at 44.59% examples, 215783 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:02,889 : INFO : EPOCH 18 - PROGRESS: at 44.70% examples, 215779 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:03,927 : INFO : EPOCH 18 - PROGRESS: at 44.81% examples, 215782 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:04,933 : INFO : EPOCH 18 - PROGRESS: at 44.92% examples, 215799 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:05,980 : INFO : EPOCH 18 - PROGRESS: at 45.02% examples, 215776 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:06,998 : INFO : EPOCH 18 - PROGRESS: at 45.17% examples, 215806 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:08,014 : INFO : EPOCH 18 - PROGRESS: at 45.30% examples, 215792 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:09,050 : INFO : EPOCH 18 - PROGRESS: at 45.42% examples, 215792 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:10,124 : INFO : EPOCH 18 - PROGRESS: at 45.53% examples, 215783 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:11,133 : INFO : EPOCH 18 - PROGRESS: at 45.67% examples, 215812 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:12,163 : INFO : EPOCH 18 - PROGRESS: at 45.79% examples, 215781 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:13,181 : INFO : EPOCH 18 - PROGRESS: at 45.89% examples, 215803 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:28:14,191 : INFO : EPOCH 18 - PROGRESS: at 46.01% examples, 215795 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:15,209 : INFO : EPOCH 18 - PROGRESS: at 46.12% examples, 215810 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:16,268 : INFO : EPOCH 18 - PROGRESS: at 46.22% examples, 215791 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:17,269 : INFO : EPOCH 18 - PROGRESS: at 46.35% examples, 215803 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:18,271 : INFO : EPOCH 18 - PROGRESS: at 46.48% examples, 215811 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:19,287 : INFO : EPOCH 18 - PROGRESS: at 46.59% examples, 215810 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:20,294 : INFO : EPOCH 18 - PROGRESS: at 46.72% examples, 215823 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:21,298 : INFO : EPOCH 18 - PROGRESS: at 46.82% examples, 215827 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:22,332 : INFO : EPOCH 18 - PROGRESS: at 46.95% examples, 215809 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:23,351 : INFO : EPOCH 18 - PROGRESS: at 47.09% examples, 215824 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:24,367 : INFO : EPOCH 18 - PROGRESS: at 47.19% examples, 215814 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:25,435 : INFO : EPOCH 18 - PROGRESS: at 47.30% examples, 215809 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:26,481 : INFO : EPOCH 18 - PROGRESS: at 47.43% examples, 215812 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:27,497 : INFO : EPOCH 18 - PROGRESS: at 47.54% examples, 215814 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:28,542 : INFO : EPOCH 18 - PROGRESS: at 47.65% examples, 215811 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:29,574 : INFO : EPOCH 18 - PROGRESS: at 47.77% examples, 215809 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:30,575 : INFO : EPOCH 18 - PROGRESS: at 47.89% examples, 215839 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:31,585 : INFO : EPOCH 18 - PROGRESS: at 48.00% examples, 215819 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:32,595 : INFO : EPOCH 18 - PROGRESS: at 48.14% examples, 215834 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:33,613 : INFO : EPOCH 18 - PROGRESS: at 48.26% examples, 215837 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:34,644 : INFO : EPOCH 18 - PROGRESS: at 48.38% examples, 215829 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:35,691 : INFO : EPOCH 18 - PROGRESS: at 48.50% examples, 215832 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:36,710 : INFO : EPOCH 18 - PROGRESS: at 48.61% examples, 215839 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:28:37,730 : INFO : EPOCH 18 - PROGRESS: at 48.72% examples, 215847 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:38,750 : INFO : EPOCH 18 - PROGRESS: at 48.84% examples, 215846 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:39,765 : INFO : EPOCH 18 - PROGRESS: at 48.94% examples, 215846 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:40,771 : INFO : EPOCH 18 - PROGRESS: at 49.04% examples, 215855 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:41,798 : INFO : EPOCH 18 - PROGRESS: at 49.16% examples, 215839 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:42,850 : INFO : EPOCH 18 - PROGRESS: at 49.29% examples, 215846 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:43,860 : INFO : EPOCH 18 - PROGRESS: at 49.40% examples, 215838 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:44,907 : INFO : EPOCH 18 - PROGRESS: at 49.53% examples, 215849 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:45,915 : INFO : EPOCH 18 - PROGRESS: at 49.63% examples, 215837 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:46,929 : INFO : EPOCH 18 - PROGRESS: at 49.74% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:47,957 : INFO : EPOCH 18 - PROGRESS: at 49.88% examples, 215851 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:48,967 : INFO : EPOCH 18 - PROGRESS: at 49.98% examples, 215875 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:50,019 : INFO : EPOCH 18 - PROGRESS: at 50.10% examples, 215850 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:51,024 : INFO : EPOCH 18 - PROGRESS: at 50.20% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:52,058 : INFO : EPOCH 18 - PROGRESS: at 50.34% examples, 215860 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:53,090 : INFO : EPOCH 18 - PROGRESS: at 50.44% examples, 215857 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:54,117 : INFO : EPOCH 18 - PROGRESS: at 50.55% examples, 215865 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:55,136 : INFO : EPOCH 18 - PROGRESS: at 50.67% examples, 215873 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:56,141 : INFO : EPOCH 18 - PROGRESS: at 50.77% examples, 215869 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:57,198 : INFO : EPOCH 18 - PROGRESS: at 50.88% examples, 215867 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:58,224 : INFO : EPOCH 18 - PROGRESS: at 51.00% examples, 215879 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:28:59,241 : INFO : EPOCH 18 - PROGRESS: at 51.12% examples, 215867 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:00,282 : INFO : EPOCH 18 - PROGRESS: at 51.23% examples, 215857 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:01,324 : INFO : EPOCH 18 - PROGRESS: at 51.34% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:02,339 : INFO : EPOCH 18 - PROGRESS: at 51.45% examples, 215859 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:03,363 : INFO : EPOCH 18 - PROGRESS: at 51.56% examples, 215861 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:04,401 : INFO : EPOCH 18 - PROGRESS: at 51.68% examples, 215859 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:05,436 : INFO : EPOCH 18 - PROGRESS: at 51.79% examples, 215864 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:06,442 : INFO : EPOCH 18 - PROGRESS: at 51.89% examples, 215873 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:07,448 : INFO : EPOCH 18 - PROGRESS: at 52.01% examples, 215857 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:08,468 : INFO : EPOCH 18 - PROGRESS: at 52.13% examples, 215864 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:09,500 : INFO : EPOCH 18 - PROGRESS: at 52.25% examples, 215854 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:10,533 : INFO : EPOCH 18 - PROGRESS: at 52.39% examples, 215869 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:11,613 : INFO : EPOCH 18 - PROGRESS: at 52.54% examples, 215864 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:12,648 : INFO : EPOCH 18 - PROGRESS: at 52.66% examples, 215864 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:13,657 : INFO : EPOCH 18 - PROGRESS: at 52.79% examples, 215870 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:14,688 : INFO : EPOCH 18 - PROGRESS: at 52.90% examples, 215886 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:15,711 : INFO : EPOCH 18 - PROGRESS: at 53.01% examples, 215886 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:16,735 : INFO : EPOCH 18 - PROGRESS: at 53.13% examples, 215880 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:17,793 : INFO : EPOCH 18 - PROGRESS: at 53.26% examples, 215882 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:18,821 : INFO : EPOCH 18 - PROGRESS: at 53.36% examples, 215879 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:19,830 : INFO : EPOCH 18 - PROGRESS: at 53.50% examples, 215891 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:20,839 : INFO : EPOCH 18 - PROGRESS: at 53.63% examples, 215890 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:21,839 : INFO : EPOCH 18 - PROGRESS: at 53.76% examples, 215902 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:22,869 : INFO : EPOCH 18 - PROGRESS: at 53.86% examples, 215903 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:23,896 : INFO : EPOCH 18 - PROGRESS: at 53.99% examples, 215891 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:24,927 : INFO : EPOCH 18 - PROGRESS: at 54.09% examples, 215903 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:25,972 : INFO : EPOCH 18 - PROGRESS: at 54.21% examples, 215893 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:27,025 : INFO : EPOCH 18 - PROGRESS: at 54.35% examples, 215906 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:28,059 : INFO : EPOCH 18 - PROGRESS: at 54.46% examples, 215905 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:29,083 : INFO : EPOCH 18 - PROGRESS: at 54.58% examples, 215914 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:30,111 : INFO : EPOCH 18 - PROGRESS: at 54.70% examples, 215920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:31,140 : INFO : EPOCH 18 - PROGRESS: at 54.82% examples, 215912 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:32,146 : INFO : EPOCH 18 - PROGRESS: at 54.93% examples, 215923 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:33,187 : INFO : EPOCH 18 - PROGRESS: at 55.05% examples, 215905 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:34,193 : INFO : EPOCH 18 - PROGRESS: at 55.14% examples, 215923 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:35,217 : INFO : EPOCH 18 - PROGRESS: at 55.27% examples, 215911 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:36,224 : INFO : EPOCH 18 - PROGRESS: at 55.37% examples, 215922 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:37,228 : INFO : EPOCH 18 - PROGRESS: at 55.49% examples, 215922 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:38,230 : INFO : EPOCH 18 - PROGRESS: at 55.59% examples, 215912 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:39,306 : INFO : EPOCH 18 - PROGRESS: at 55.72% examples, 215912 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:40,339 : INFO : EPOCH 18 - PROGRESS: at 55.83% examples, 215924 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:41,355 : INFO : EPOCH 18 - PROGRESS: at 55.96% examples, 215910 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:42,375 : INFO : EPOCH 18 - PROGRESS: at 56.09% examples, 215922 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:43,458 : INFO : EPOCH 18 - PROGRESS: at 56.21% examples, 215913 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:44,459 : INFO : EPOCH 18 - PROGRESS: at 56.33% examples, 215935 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:45,466 : INFO : EPOCH 18 - PROGRESS: at 56.43% examples, 215917 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:46,475 : INFO : EPOCH 18 - PROGRESS: at 56.54% examples, 215919 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:47,500 : INFO : EPOCH 18 - PROGRESS: at 56.66% examples, 215911 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:48,502 : INFO : EPOCH 18 - PROGRESS: at 56.79% examples, 215932 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:49,518 : INFO : EPOCH 18 - PROGRESS: at 56.90% examples, 215914 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:50,537 : INFO : EPOCH 18 - PROGRESS: at 57.02% examples, 215921 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:51,538 : INFO : EPOCH 18 - PROGRESS: at 57.15% examples, 215931 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:52,540 : INFO : EPOCH 18 - PROGRESS: at 57.27% examples, 215930 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:53,576 : INFO : EPOCH 18 - PROGRESS: at 57.37% examples, 215920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:54,582 : INFO : EPOCH 18 - PROGRESS: at 57.48% examples, 215926 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:55,618 : INFO : EPOCH 18 - PROGRESS: at 57.60% examples, 215920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:56,674 : INFO : EPOCH 18 - PROGRESS: at 57.72% examples, 215916 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:57,685 : INFO : EPOCH 18 - PROGRESS: at 57.83% examples, 215939 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:58,705 : INFO : EPOCH 18 - PROGRESS: at 57.93% examples, 215917 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:29:59,730 : INFO : EPOCH 18 - PROGRESS: at 58.04% examples, 215925 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:00,746 : INFO : EPOCH 18 - PROGRESS: at 58.16% examples, 215928 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:01,771 : INFO : EPOCH 18 - PROGRESS: at 58.29% examples, 215922 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:02,820 : INFO : EPOCH 18 - PROGRESS: at 58.42% examples, 215933 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:03,833 : INFO : EPOCH 18 - PROGRESS: at 58.55% examples, 215939 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:04,839 : INFO : EPOCH 18 - PROGRESS: at 58.67% examples, 215924 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:05,879 : INFO : EPOCH 18 - PROGRESS: at 58.78% examples, 215931 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:06,935 : INFO : EPOCH 18 - PROGRESS: at 58.89% examples, 215927 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:07,953 : INFO : EPOCH 18 - PROGRESS: at 59.01% examples, 215930 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:08,986 : INFO : EPOCH 18 - PROGRESS: at 59.12% examples, 215929 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:10,019 : INFO : EPOCH 18 - PROGRESS: at 59.24% examples, 215931 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:11,052 : INFO : EPOCH 18 - PROGRESS: at 59.36% examples, 215936 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:12,083 : INFO : EPOCH 18 - PROGRESS: at 59.48% examples, 215934 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:13,121 : INFO : EPOCH 18 - PROGRESS: at 59.61% examples, 215938 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:14,131 : INFO : EPOCH 18 - PROGRESS: at 59.73% examples, 215950 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:15,189 : INFO : EPOCH 18 - PROGRESS: at 59.85% examples, 215938 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:16,189 : INFO : EPOCH 18 - PROGRESS: at 59.97% examples, 215953 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:17,210 : INFO : EPOCH 18 - PROGRESS: at 60.09% examples, 215944 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:18,268 : INFO : EPOCH 18 - PROGRESS: at 60.21% examples, 215939 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:19,278 : INFO : EPOCH 18 - PROGRESS: at 60.32% examples, 215953 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:20,347 : INFO : EPOCH 18 - PROGRESS: at 60.45% examples, 215940 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:21,413 : INFO : EPOCH 18 - PROGRESS: at 60.58% examples, 215947 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:22,420 : INFO : EPOCH 18 - PROGRESS: at 60.72% examples, 215954 words/s, in_qsize 8, out_qsize 1
2020-07-17 04:30:23,468 : INFO : EPOCH 18 - PROGRESS: at 60.83% examples, 215937 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:24,515 : INFO : EPOCH 18 - PROGRESS: at 60.98% examples, 215943 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:25,552 : INFO : EPOCH 18 - PROGRESS: at 61.10% examples, 215942 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:26,579 : INFO : EPOCH 18 - PROGRESS: at 61.22% examples, 215954 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:27,669 : INFO : EPOCH 18 - PROGRESS: at 61.35% examples, 215937 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:28,672 : INFO : EPOCH 18 - PROGRESS: at 61.45% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:29,695 : INFO : EPOCH 18 - PROGRESS: at 61.56% examples, 215932 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:30,716 : INFO : EPOCH 18 - PROGRESS: at 61.70% examples, 215945 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:31,774 : INFO : EPOCH 18 - PROGRESS: at 61.84% examples, 215941 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:32,823 : INFO : EPOCH 18 - PROGRESS: at 61.98% examples, 215950 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:33,843 : INFO : EPOCH 18 - PROGRESS: at 62.10% examples, 215939 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:34,888 : INFO : EPOCH 18 - PROGRESS: at 62.22% examples, 215941 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:35,911 : INFO : EPOCH 18 - PROGRESS: at 62.34% examples, 215948 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:36,942 : INFO : EPOCH 18 - PROGRESS: at 62.47% examples, 215958 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:37,980 : INFO : EPOCH 18 - PROGRESS: at 62.59% examples, 215945 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:39,051 : INFO : EPOCH 18 - PROGRESS: at 62.73% examples, 215955 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:40,061 : INFO : EPOCH 18 - PROGRESS: at 62.85% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:41,114 : INFO : EPOCH 18 - PROGRESS: at 62.98% examples, 215950 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:42,199 : INFO : EPOCH 18 - PROGRESS: at 63.11% examples, 215944 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:43,242 : INFO : EPOCH 18 - PROGRESS: at 63.22% examples, 215953 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:44,249 : INFO : EPOCH 18 - PROGRESS: at 63.33% examples, 215973 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:45,290 : INFO : EPOCH 18 - PROGRESS: at 63.45% examples, 215956 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:46,329 : INFO : EPOCH 18 - PROGRESS: at 63.56% examples, 215946 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:47,343 : INFO : EPOCH 18 - PROGRESS: at 63.67% examples, 215958 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:48,381 : INFO : EPOCH 18 - PROGRESS: at 63.81% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:49,387 : INFO : EPOCH 18 - PROGRESS: at 63.90% examples, 215952 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:50,398 : INFO : EPOCH 18 - PROGRESS: at 64.01% examples, 215965 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:51,437 : INFO : EPOCH 18 - PROGRESS: at 64.14% examples, 215964 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:52,466 : INFO : EPOCH 18 - PROGRESS: at 64.23% examples, 215961 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:53,472 : INFO : EPOCH 18 - PROGRESS: at 64.35% examples, 215974 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:54,479 : INFO : EPOCH 18 - PROGRESS: at 64.47% examples, 215964 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:55,486 : INFO : EPOCH 18 - PROGRESS: at 64.58% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:56,503 : INFO : EPOCH 18 - PROGRESS: at 64.69% examples, 215961 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:57,545 : INFO : EPOCH 18 - PROGRESS: at 64.82% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:58,566 : INFO : EPOCH 18 - PROGRESS: at 64.93% examples, 215964 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:30:59,590 : INFO : EPOCH 18 - PROGRESS: at 65.06% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:00,623 : INFO : EPOCH 18 - PROGRESS: at 65.18% examples, 215959 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:01,655 : INFO : EPOCH 18 - PROGRESS: at 65.30% examples, 215968 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:02,685 : INFO : EPOCH 18 - PROGRESS: at 65.44% examples, 215970 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:03,750 : INFO : EPOCH 18 - PROGRESS: at 65.55% examples, 215962 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:04,812 : INFO : EPOCH 18 - PROGRESS: at 65.66% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:05,856 : INFO : EPOCH 18 - PROGRESS: at 65.80% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:06,859 : INFO : EPOCH 18 - PROGRESS: at 65.91% examples, 215973 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:07,890 : INFO : EPOCH 18 - PROGRESS: at 66.02% examples, 215972 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:08,917 : INFO : EPOCH 18 - PROGRESS: at 66.15% examples, 215975 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:09,922 : INFO : EPOCH 18 - PROGRESS: at 66.26% examples, 215974 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:10,924 : INFO : EPOCH 18 - PROGRESS: at 66.40% examples, 215974 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:11,956 : INFO : EPOCH 18 - PROGRESS: at 66.52% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:12,965 : INFO : EPOCH 18 - PROGRESS: at 66.63% examples, 215981 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:13,996 : INFO : EPOCH 18 - PROGRESS: at 66.73% examples, 215978 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:15,003 : INFO : EPOCH 18 - PROGRESS: at 66.87% examples, 215992 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:16,027 : INFO : EPOCH 18 - PROGRESS: at 66.98% examples, 215990 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:17,054 : INFO : EPOCH 18 - PROGRESS: at 67.10% examples, 215983 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:18,064 : INFO : EPOCH 18 - PROGRESS: at 67.23% examples, 215989 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:19,084 : INFO : EPOCH 18 - PROGRESS: at 67.36% examples, 215981 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:20,108 : INFO : EPOCH 18 - PROGRESS: at 67.48% examples, 215991 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:21,137 : INFO : EPOCH 18 - PROGRESS: at 67.59% examples, 215986 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:22,185 : INFO : EPOCH 18 - PROGRESS: at 67.71% examples, 215981 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:23,192 : INFO : EPOCH 18 - PROGRESS: at 67.82% examples, 215994 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:24,249 : INFO : EPOCH 18 - PROGRESS: at 67.95% examples, 215993 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:25,271 : INFO : EPOCH 18 - PROGRESS: at 68.07% examples, 216001 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:26,291 : INFO : EPOCH 18 - PROGRESS: at 68.21% examples, 216002 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:27,303 : INFO : EPOCH 18 - PROGRESS: at 68.33% examples, 216002 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:28,313 : INFO : EPOCH 18 - PROGRESS: at 68.44% examples, 215999 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:29,375 : INFO : EPOCH 18 - PROGRESS: at 68.55% examples, 215993 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:30,400 : INFO : EPOCH 18 - PROGRESS: at 68.67% examples, 215999 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:31,407 : INFO : EPOCH 18 - PROGRESS: at 68.80% examples, 216003 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:31:32,410 : INFO : EPOCH 18 - PROGRESS: at 68.91% examples, 216008 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:33,427 : INFO : EPOCH 18 - PROGRESS: at 69.00% examples, 215999 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:34,429 : INFO : EPOCH 18 - PROGRESS: at 69.11% examples, 216010 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:35,458 : INFO : EPOCH 18 - PROGRESS: at 69.22% examples, 216003 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:36,500 : INFO : EPOCH 18 - PROGRESS: at 69.36% examples, 216009 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:37,511 : INFO : EPOCH 18 - PROGRESS: at 69.48% examples, 216012 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:38,536 : INFO : EPOCH 18 - PROGRESS: at 69.61% examples, 216002 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:39,540 : INFO : EPOCH 18 - PROGRESS: at 69.72% examples, 216015 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:40,573 : INFO : EPOCH 18 - PROGRESS: at 69.84% examples, 216009 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:41,589 : INFO : EPOCH 18 - PROGRESS: at 69.96% examples, 216001 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:42,595 : INFO : EPOCH 18 - PROGRESS: at 70.07% examples, 215994 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:43,599 : INFO : EPOCH 18 - PROGRESS: at 70.19% examples, 215986 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:44,653 : INFO : EPOCH 18 - PROGRESS: at 70.30% examples, 215983 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:45,682 : INFO : EPOCH 18 - PROGRESS: at 70.42% examples, 215983 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:46,685 : INFO : EPOCH 18 - PROGRESS: at 70.54% examples, 215985 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:47,723 : INFO : EPOCH 18 - PROGRESS: at 70.67% examples, 215968 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:48,809 : INFO : EPOCH 18 - PROGRESS: at 70.78% examples, 215959 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:49,827 : INFO : EPOCH 18 - PROGRESS: at 70.89% examples, 215921 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:50,868 : INFO : EPOCH 18 - PROGRESS: at 70.99% examples, 215863 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:51,874 : INFO : EPOCH 18 - PROGRESS: at 71.10% examples, 215837 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:52,878 : INFO : EPOCH 18 - PROGRESS: at 71.22% examples, 215832 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:53,901 : INFO : EPOCH 18 - PROGRESS: at 71.33% examples, 215830 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:54,923 : INFO : EPOCH 18 - PROGRESS: at 71.42% examples, 215829 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:55,942 : INFO : EPOCH 18 - PROGRESS: at 71.55% examples, 215822 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:56,953 : INFO : EPOCH 18 - PROGRESS: at 71.67% examples, 215831 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:58,001 : INFO : EPOCH 18 - PROGRESS: at 71.79% examples, 215829 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:31:59,004 : INFO : EPOCH 18 - PROGRESS: at 71.91% examples, 215840 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:32:00,025 : INFO : EPOCH 18 - PROGRESS: at 72.03% examples, 215825 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:32:01,028 : INFO : EPOCH 18 - PROGRESS: at 72.15% examples, 215833 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:02,068 : INFO : EPOCH 18 - PROGRESS: at 72.28% examples, 215829 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:03,087 : INFO : EPOCH 18 - PROGRESS: at 72.40% examples, 215837 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:04,122 : INFO : EPOCH 18 - PROGRESS: at 72.50% examples, 215834 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:05,184 : INFO : EPOCH 18 - PROGRESS: at 72.63% examples, 215833 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:06,198 : INFO : EPOCH 18 - PROGRESS: at 72.75% examples, 215844 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:07,223 : INFO : EPOCH 18 - PROGRESS: at 72.88% examples, 215841 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:08,228 : INFO : EPOCH 18 - PROGRESS: at 73.01% examples, 215845 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:09,249 : INFO : EPOCH 18 - PROGRESS: at 73.13% examples, 215838 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:10,267 : INFO : EPOCH 18 - PROGRESS: at 73.25% examples, 215840 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:11,290 : INFO : EPOCH 18 - PROGRESS: at 73.39% examples, 215843 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:12,338 : INFO : EPOCH 18 - PROGRESS: at 73.51% examples, 215839 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:13,339 : INFO : EPOCH 18 - PROGRESS: at 73.64% examples, 215845 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:14,345 : INFO : EPOCH 18 - PROGRESS: at 73.74% examples, 215855 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:15,355 : INFO : EPOCH 18 - PROGRESS: at 73.85% examples, 215856 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:16,359 : INFO : EPOCH 18 - PROGRESS: at 73.98% examples, 215857 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:17,377 : INFO : EPOCH 18 - PROGRESS: at 74.09% examples, 215845 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:18,389 : INFO : EPOCH 18 - PROGRESS: at 74.19% examples, 215855 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:19,393 : INFO : EPOCH 18 - PROGRESS: at 74.30% examples, 215851 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:20,424 : INFO : EPOCH 18 - PROGRESS: at 74.43% examples, 215849 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:32:21,431 : INFO : EPOCH 18 - PROGRESS: at 74.55% examples, 215849 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:22,432 : INFO : EPOCH 18 - PROGRESS: at 74.68% examples, 215850 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:23,434 : INFO : EPOCH 18 - PROGRESS: at 74.79% examples, 215861 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:24,480 : INFO : EPOCH 18 - PROGRESS: at 74.92% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:25,511 : INFO : EPOCH 18 - PROGRESS: at 75.03% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:26,539 : INFO : EPOCH 18 - PROGRESS: at 75.15% examples, 215848 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:27,553 : INFO : EPOCH 18 - PROGRESS: at 75.27% examples, 215859 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:28,593 : INFO : EPOCH 18 - PROGRESS: at 75.38% examples, 215855 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:29,620 : INFO : EPOCH 18 - PROGRESS: at 75.51% examples, 215849 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:30,696 : INFO : EPOCH 18 - PROGRESS: at 75.63% examples, 215857 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:31,699 : INFO : EPOCH 18 - PROGRESS: at 75.76% examples, 215861 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:32,704 : INFO : EPOCH 18 - PROGRESS: at 75.87% examples, 215869 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:33,711 : INFO : EPOCH 18 - PROGRESS: at 76.00% examples, 215877 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:34,751 : INFO : EPOCH 18 - PROGRESS: at 76.12% examples, 215855 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:35,751 : INFO : EPOCH 18 - PROGRESS: at 76.23% examples, 215867 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:36,765 : INFO : EPOCH 18 - PROGRESS: at 76.35% examples, 215872 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:37,768 : INFO : EPOCH 18 - PROGRESS: at 76.48% examples, 215861 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:38,787 : INFO : EPOCH 18 - PROGRESS: at 76.59% examples, 215865 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:39,805 : INFO : EPOCH 18 - PROGRESS: at 76.70% examples, 215857 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:40,849 : INFO : EPOCH 18 - PROGRESS: at 76.83% examples, 215866 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:41,854 : INFO : EPOCH 18 - PROGRESS: at 76.94% examples, 215865 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:42,924 : INFO : EPOCH 18 - PROGRESS: at 77.06% examples, 215864 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:43,966 : INFO : EPOCH 18 - PROGRESS: at 77.18% examples, 215869 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:44,975 : INFO : EPOCH 18 - PROGRESS: at 77.29% examples, 215877 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:46,002 : INFO : EPOCH 18 - PROGRESS: at 77.40% examples, 215873 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:47,019 : INFO : EPOCH 18 - PROGRESS: at 77.53% examples, 215886 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:48,054 : INFO : EPOCH 18 - PROGRESS: at 77.64% examples, 215882 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:49,063 : INFO : EPOCH 18 - PROGRESS: at 77.75% examples, 215885 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:50,095 : INFO : EPOCH 18 - PROGRESS: at 77.86% examples, 215878 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:51,147 : INFO : EPOCH 18 - PROGRESS: at 77.98% examples, 215882 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:52,155 : INFO : EPOCH 18 - PROGRESS: at 78.12% examples, 215890 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:53,205 : INFO : EPOCH 18 - PROGRESS: at 78.24% examples, 215879 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:54,251 : INFO : EPOCH 18 - PROGRESS: at 78.36% examples, 215880 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:55,297 : INFO : EPOCH 18 - PROGRESS: at 78.49% examples, 215889 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:56,327 : INFO : EPOCH 18 - PROGRESS: at 78.62% examples, 215883 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:57,329 : INFO : EPOCH 18 - PROGRESS: at 78.74% examples, 215894 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:58,346 : INFO : EPOCH 18 - PROGRESS: at 78.87% examples, 215897 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:32:59,349 : INFO : EPOCH 18 - PROGRESS: at 78.98% examples, 215890 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:00,398 : INFO : EPOCH 18 - PROGRESS: at 79.12% examples, 215892 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:01,409 : INFO : EPOCH 18 - PROGRESS: at 79.26% examples, 215901 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:02,439 : INFO : EPOCH 18 - PROGRESS: at 79.36% examples, 215893 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:03,463 : INFO : EPOCH 18 - PROGRESS: at 79.49% examples, 215889 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:04,470 : INFO : EPOCH 18 - PROGRESS: at 79.60% examples, 215894 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:05,541 : INFO : EPOCH 18 - PROGRESS: at 79.73% examples, 215890 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:06,561 : INFO : EPOCH 18 - PROGRESS: at 79.84% examples, 215903 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:07,562 : INFO : EPOCH 18 - PROGRESS: at 79.98% examples, 215902 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:08,612 : INFO : EPOCH 18 - PROGRESS: at 80.09% examples, 215893 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:09,668 : INFO : EPOCH 18 - PROGRESS: at 80.20% examples, 215894 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:10,704 : INFO : EPOCH 18 - PROGRESS: at 80.31% examples, 215899 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:11,716 : INFO : EPOCH 18 - PROGRESS: at 80.42% examples, 215897 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:12,727 : INFO : EPOCH 18 - PROGRESS: at 80.53% examples, 215906 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:13,818 : INFO : EPOCH 18 - PROGRESS: at 80.67% examples, 215889 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:14,822 : INFO : EPOCH 18 - PROGRESS: at 80.78% examples, 215906 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:15,876 : INFO : EPOCH 18 - PROGRESS: at 80.91% examples, 215892 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:16,954 : INFO : EPOCH 18 - PROGRESS: at 81.02% examples, 215893 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:17,993 : INFO : EPOCH 18 - PROGRESS: at 81.13% examples, 215896 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:19,002 : INFO : EPOCH 18 - PROGRESS: at 81.26% examples, 215903 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:20,014 : INFO : EPOCH 18 - PROGRESS: at 81.39% examples, 215901 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:21,016 : INFO : EPOCH 18 - PROGRESS: at 81.51% examples, 215910 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:22,033 : INFO : EPOCH 18 - PROGRESS: at 81.61% examples, 215900 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:23,034 : INFO : EPOCH 18 - PROGRESS: at 81.71% examples, 215904 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:24,066 : INFO : EPOCH 18 - PROGRESS: at 81.82% examples, 215900 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:25,100 : INFO : EPOCH 18 - PROGRESS: at 81.95% examples, 215903 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:26,136 : INFO : EPOCH 18 - PROGRESS: at 82.10% examples, 215906 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:33:27,144 : INFO : EPOCH 18 - PROGRESS: at 82.21% examples, 215909 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:28,224 : INFO : EPOCH 18 - PROGRESS: at 82.35% examples, 215899 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:29,245 : INFO : EPOCH 18 - PROGRESS: at 82.47% examples, 215908 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:30,255 : INFO : EPOCH 18 - PROGRESS: at 82.60% examples, 215907 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:31,295 : INFO : EPOCH 18 - PROGRESS: at 82.73% examples, 215908 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:32,347 : INFO : EPOCH 18 - PROGRESS: at 82.86% examples, 215910 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:33,395 : INFO : EPOCH 18 - PROGRESS: at 82.96% examples, 215910 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:34,403 : INFO : EPOCH 18 - PROGRESS: at 83.07% examples, 215918 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:35,419 : INFO : EPOCH 18 - PROGRESS: at 83.19% examples, 215906 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:36,462 : INFO : EPOCH 18 - PROGRESS: at 83.31% examples, 215912 words/s, in_qsize 8, out_qsize 1
2020-07-17 04:33:37,473 : INFO : EPOCH 18 - PROGRESS: at 83.40% examples, 215910 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:38,533 : INFO : EPOCH 18 - PROGRESS: at 83.54% examples, 215913 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:39,559 : INFO : EPOCH 18 - PROGRESS: at 83.67% examples, 215915 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:40,640 : INFO : EPOCH 18 - PROGRESS: at 83.80% examples, 215910 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:41,673 : INFO : EPOCH 18 - PROGRESS: at 83.91% examples, 215917 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:42,705 : INFO : EPOCH 18 - PROGRESS: at 84.02% examples, 215910 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:43,765 : INFO : EPOCH 18 - PROGRESS: at 84.14% examples, 215907 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:44,774 : INFO : EPOCH 18 - PROGRESS: at 84.24% examples, 215920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:45,804 : INFO : EPOCH 18 - PROGRESS: at 84.38% examples, 215920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:46,854 : INFO : EPOCH 18 - PROGRESS: at 84.49% examples, 215916 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:47,897 : INFO : EPOCH 18 - PROGRESS: at 84.61% examples, 215921 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:48,905 : INFO : EPOCH 18 - PROGRESS: at 84.74% examples, 215920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:49,949 : INFO : EPOCH 18 - PROGRESS: at 84.85% examples, 215919 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:50,959 : INFO : EPOCH 18 - PROGRESS: at 84.96% examples, 215924 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:52,007 : INFO : EPOCH 18 - PROGRESS: at 85.07% examples, 215924 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:53,008 : INFO : EPOCH 18 - PROGRESS: at 85.19% examples, 215927 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:54,024 : INFO : EPOCH 18 - PROGRESS: at 85.30% examples, 215920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:55,080 : INFO : EPOCH 18 - PROGRESS: at 85.43% examples, 215928 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:56,083 : INFO : EPOCH 18 - PROGRESS: at 85.56% examples, 215924 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:57,152 : INFO : EPOCH 18 - PROGRESS: at 85.69% examples, 215921 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:58,195 : INFO : EPOCH 18 - PROGRESS: at 85.82% examples, 215935 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:33:59,219 : INFO : EPOCH 18 - PROGRESS: at 85.95% examples, 215933 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:00,272 : INFO : EPOCH 18 - PROGRESS: at 86.08% examples, 215929 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:01,296 : INFO : EPOCH 18 - PROGRESS: at 86.18% examples, 215921 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:02,310 : INFO : EPOCH 18 - PROGRESS: at 86.29% examples, 215933 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:03,364 : INFO : EPOCH 18 - PROGRESS: at 86.40% examples, 215928 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:04,380 : INFO : EPOCH 18 - PROGRESS: at 86.51% examples, 215928 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:05,441 : INFO : EPOCH 18 - PROGRESS: at 86.62% examples, 215926 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:06,488 : INFO : EPOCH 18 - PROGRESS: at 86.75% examples, 215929 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:07,514 : INFO : EPOCH 18 - PROGRESS: at 86.86% examples, 215932 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:08,552 : INFO : EPOCH 18 - PROGRESS: at 86.97% examples, 215937 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:09,619 : INFO : EPOCH 18 - PROGRESS: at 87.10% examples, 215931 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:10,652 : INFO : EPOCH 18 - PROGRESS: at 87.21% examples, 215926 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:11,659 : INFO : EPOCH 18 - PROGRESS: at 87.32% examples, 215930 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:12,690 : INFO : EPOCH 18 - PROGRESS: at 87.44% examples, 215936 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:13,699 : INFO : EPOCH 18 - PROGRESS: at 87.58% examples, 215941 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:14,704 : INFO : EPOCH 18 - PROGRESS: at 87.68% examples, 215941 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:15,721 : INFO : EPOCH 18 - PROGRESS: at 87.76% examples, 215932 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:16,723 : INFO : EPOCH 18 - PROGRESS: at 87.88% examples, 215942 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:17,754 : INFO : EPOCH 18 - PROGRESS: at 88.01% examples, 215932 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:18,824 : INFO : EPOCH 18 - PROGRESS: at 88.15% examples, 215935 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:19,900 : INFO : EPOCH 18 - PROGRESS: at 88.29% examples, 215934 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:20,970 : INFO : EPOCH 18 - PROGRESS: at 88.40% examples, 215935 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:22,013 : INFO : EPOCH 18 - PROGRESS: at 88.53% examples, 215938 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:23,075 : INFO : EPOCH 18 - PROGRESS: at 88.65% examples, 215938 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:24,084 : INFO : EPOCH 18 - PROGRESS: at 88.76% examples, 215936 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:25,096 : INFO : EPOCH 18 - PROGRESS: at 88.88% examples, 215944 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:26,106 : INFO : EPOCH 18 - PROGRESS: at 88.99% examples, 215939 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:27,124 : INFO : EPOCH 18 - PROGRESS: at 89.12% examples, 215943 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:28,177 : INFO : EPOCH 18 - PROGRESS: at 89.23% examples, 215947 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:29,263 : INFO : EPOCH 18 - PROGRESS: at 89.34% examples, 215939 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:30,283 : INFO : EPOCH 18 - PROGRESS: at 89.49% examples, 215949 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:31,291 : INFO : EPOCH 18 - PROGRESS: at 89.59% examples, 215948 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:32,317 : INFO : EPOCH 18 - PROGRESS: at 89.69% examples, 215953 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:33,347 : INFO : EPOCH 18 - PROGRESS: at 89.81% examples, 215954 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:34,388 : INFO : EPOCH 18 - PROGRESS: at 89.91% examples, 215952 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:35,404 : INFO : EPOCH 18 - PROGRESS: at 90.03% examples, 215959 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:36,408 : INFO : EPOCH 18 - PROGRESS: at 90.14% examples, 215951 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:37,409 : INFO : EPOCH 18 - PROGRESS: at 90.27% examples, 215961 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:38,439 : INFO : EPOCH 18 - PROGRESS: at 90.38% examples, 215946 words/s, in_qsize 8, out_qsize 1
2020-07-17 04:34:39,477 : INFO : EPOCH 18 - PROGRESS: at 90.51% examples, 215952 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:34:40,488 : INFO : EPOCH 18 - PROGRESS: at 90.63% examples, 215962 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:41,492 : INFO : EPOCH 18 - PROGRESS: at 90.75% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:42,502 : INFO : EPOCH 18 - PROGRESS: at 90.88% examples, 215959 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:43,507 : INFO : EPOCH 18 - PROGRESS: at 90.98% examples, 215962 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:44,524 : INFO : EPOCH 18 - PROGRESS: at 91.09% examples, 215963 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:45,527 : INFO : EPOCH 18 - PROGRESS: at 91.20% examples, 215958 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:46,557 : INFO : EPOCH 18 - PROGRESS: at 91.32% examples, 215958 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:47,559 : INFO : EPOCH 18 - PROGRESS: at 91.44% examples, 215965 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:48,569 : INFO : EPOCH 18 - PROGRESS: at 91.55% examples, 215965 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:49,572 : INFO : EPOCH 18 - PROGRESS: at 91.67% examples, 215967 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:50,583 : INFO : EPOCH 18 - PROGRESS: at 91.77% examples, 215967 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:51,609 : INFO : EPOCH 18 - PROGRESS: at 91.88% examples, 215960 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:52,652 : INFO : EPOCH 18 - PROGRESS: at 92.00% examples, 215962 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:53,669 : INFO : EPOCH 18 - PROGRESS: at 92.13% examples, 215968 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:54,675 : INFO : EPOCH 18 - PROGRESS: at 92.26% examples, 215961 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:55,707 : INFO : EPOCH 18 - PROGRESS: at 92.38% examples, 215968 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:56,748 : INFO : EPOCH 18 - PROGRESS: at 92.49% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:57,757 : INFO : EPOCH 18 - PROGRESS: at 92.61% examples, 215967 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:58,765 : INFO : EPOCH 18 - PROGRESS: at 92.72% examples, 215965 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:34:59,789 : INFO : EPOCH 18 - PROGRESS: at 92.83% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:00,829 : INFO : EPOCH 18 - PROGRESS: at 92.93% examples, 215962 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:01,858 : INFO : EPOCH 18 - PROGRESS: at 93.06% examples, 215962 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:02,864 : INFO : EPOCH 18 - PROGRESS: at 93.17% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:03,875 : INFO : EPOCH 18 - PROGRESS: at 93.27% examples, 215972 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:04,878 : INFO : EPOCH 18 - PROGRESS: at 93.41% examples, 215978 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:05,905 : INFO : EPOCH 18 - PROGRESS: at 93.53% examples, 215971 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:06,906 : INFO : EPOCH 18 - PROGRESS: at 93.64% examples, 215974 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:07,919 : INFO : EPOCH 18 - PROGRESS: at 93.75% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:08,944 : INFO : EPOCH 18 - PROGRESS: at 93.86% examples, 215970 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:09,960 : INFO : EPOCH 18 - PROGRESS: at 93.97% examples, 215964 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:11,005 : INFO : EPOCH 18 - PROGRESS: at 94.13% examples, 215966 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:12,036 : INFO : EPOCH 18 - PROGRESS: at 94.25% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:13,041 : INFO : EPOCH 18 - PROGRESS: at 94.37% examples, 215972 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:14,068 : INFO : EPOCH 18 - PROGRESS: at 94.49% examples, 215969 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:15,129 : INFO : EPOCH 18 - PROGRESS: at 94.61% examples, 215973 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:16,135 : INFO : EPOCH 18 - PROGRESS: at 94.72% examples, 215980 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:17,157 : INFO : EPOCH 18 - PROGRESS: at 94.84% examples, 215975 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:18,171 : INFO : EPOCH 18 - PROGRESS: at 94.94% examples, 215978 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:19,184 : INFO : EPOCH 18 - PROGRESS: at 95.05% examples, 215981 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:20,199 : INFO : EPOCH 18 - PROGRESS: at 95.18% examples, 215978 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:21,214 : INFO : EPOCH 18 - PROGRESS: at 95.26% examples, 215976 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:22,249 : INFO : EPOCH 18 - PROGRESS: at 95.38% examples, 215977 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:23,317 : INFO : EPOCH 18 - PROGRESS: at 95.51% examples, 215976 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:24,378 : INFO : EPOCH 18 - PROGRESS: at 95.65% examples, 215978 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:25,422 : INFO : EPOCH 18 - PROGRESS: at 95.76% examples, 215973 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:26,434 : INFO : EPOCH 18 - PROGRESS: at 95.89% examples, 215986 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:27,449 : INFO : EPOCH 18 - PROGRESS: at 96.01% examples, 215978 words/s, in_qsize 8, out_qsize 1
2020-07-17 04:35:28,491 : INFO : EPOCH 18 - PROGRESS: at 96.13% examples, 215975 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:29,502 : INFO : EPOCH 18 - PROGRESS: at 96.24% examples, 215983 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:30,506 : INFO : EPOCH 18 - PROGRESS: at 96.38% examples, 215984 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:31,511 : INFO : EPOCH 18 - PROGRESS: at 96.48% examples, 215986 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:32,547 : INFO : EPOCH 18 - PROGRESS: at 96.61% examples, 215990 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:33,563 : INFO : EPOCH 18 - PROGRESS: at 96.74% examples, 215989 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:34,603 : INFO : EPOCH 18 - PROGRESS: at 96.85% examples, 215983 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:35,609 : INFO : EPOCH 18 - PROGRESS: at 96.96% examples, 215990 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:36,622 : INFO : EPOCH 18 - PROGRESS: at 97.08% examples, 215992 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:37,623 : INFO : EPOCH 18 - PROGRESS: at 97.19% examples, 215986 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:38,634 : INFO : EPOCH 18 - PROGRESS: at 97.29% examples, 215985 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:39,644 : INFO : EPOCH 18 - PROGRESS: at 97.43% examples, 215989 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:40,660 : INFO : EPOCH 18 - PROGRESS: at 97.55% examples, 215982 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:41,686 : INFO : EPOCH 18 - PROGRESS: at 97.68% examples, 215991 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:42,686 : INFO : EPOCH 18 - PROGRESS: at 97.80% examples, 215987 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:43,696 : INFO : EPOCH 18 - PROGRESS: at 97.91% examples, 215995 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:44,718 : INFO : EPOCH 18 - PROGRESS: at 98.03% examples, 215996 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:45,813 : INFO : EPOCH 18 - PROGRESS: at 98.16% examples, 215988 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:46,816 : INFO : EPOCH 18 - PROGRESS: at 98.27% examples, 215997 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:47,822 : INFO : EPOCH 18 - PROGRESS: at 98.37% examples, 215998 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:48,836 : INFO : EPOCH 18 - PROGRESS: at 98.48% examples, 215989 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:49,852 : INFO : EPOCH 18 - PROGRESS: at 98.60% examples, 215993 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:50,860 : INFO : EPOCH 18 - PROGRESS: at 98.73% examples, 216003 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:51,875 : INFO : EPOCH 18 - PROGRESS: at 98.83% examples, 215988 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:52,893 : INFO : EPOCH 18 - PROGRESS: at 98.93% examples, 215988 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:53,903 : INFO : EPOCH 18 - PROGRESS: at 99.05% examples, 215996 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:54,909 : INFO : EPOCH 18 - PROGRESS: at 99.19% examples, 216003 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:55,968 : INFO : EPOCH 18 - PROGRESS: at 99.29% examples, 215996 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:57,015 : INFO : EPOCH 18 - PROGRESS: at 99.42% examples, 215994 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:58,023 : INFO : EPOCH 18 - PROGRESS: at 99.52% examples, 216003 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:35:59,076 : INFO : EPOCH 18 - PROGRESS: at 99.63% examples, 216001 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:00,095 : INFO : EPOCH 18 - PROGRESS: at 99.73% examples, 216000 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:01,098 : INFO : EPOCH 18 - PROGRESS: at 99.85% examples, 216003 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:02,099 : INFO : EPOCH 18 - PROGRESS: at 99.97% examples, 216007 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:02,313 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-17 04:36:02,327 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-17 04:36:02,330 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-17 04:36:02,380 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-17 04:36:02,381 : INFO : EPOCH - 18 : training on 248038538 raw words (187748543 effective words) took 869.2s, 216008 effective words/s
2020-07-17 04:36:03,390 : INFO : EPOCH 19 - PROGRESS: at 0.12% examples, 207002 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:04,466 : INFO : EPOCH 19 - PROGRESS: at 0.24% examples, 206151 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:05,467 : INFO : EPOCH 19 - PROGRESS: at 0.33% examples, 209264 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:06,516 : INFO : EPOCH 19 - PROGRESS: at 0.45% examples, 211717 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:07,536 : INFO : EPOCH 19 - PROGRESS: at 0.56% examples, 212728 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:08,548 : INFO : EPOCH 19 - PROGRESS: at 0.67% examples, 214023 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:09,575 : INFO : EPOCH 19 - PROGRESS: at 0.78% examples, 214305 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:10,605 : INFO : EPOCH 19 - PROGRESS: at 0.89% examples, 213858 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:11,632 : INFO : EPOCH 19 - PROGRESS: at 1.02% examples, 214455 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:12,643 : INFO : EPOCH 19 - PROGRESS: at 1.14% examples, 214632 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:13,710 : INFO : EPOCH 19 - PROGRESS: at 1.26% examples, 213602 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:14,742 : INFO : EPOCH 19 - PROGRESS: at 1.37% examples, 213474 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:15,750 : INFO : EPOCH 19 - PROGRESS: at 1.48% examples, 213348 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:16,757 : INFO : EPOCH 19 - PROGRESS: at 1.60% examples, 213092 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:17,769 : INFO : EPOCH 19 - PROGRESS: at 1.69% examples, 210799 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:18,796 : INFO : EPOCH 19 - PROGRESS: at 1.79% examples, 209064 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:19,800 : INFO : EPOCH 19 - PROGRESS: at 1.89% examples, 208598 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:20,812 : INFO : EPOCH 19 - PROGRESS: at 2.00% examples, 209558 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:21,816 : INFO : EPOCH 19 - PROGRESS: at 2.13% examples, 210059 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:22,821 : INFO : EPOCH 19 - PROGRESS: at 2.24% examples, 209830 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:23,829 : INFO : EPOCH 19 - PROGRESS: at 2.34% examples, 210293 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:24,844 : INFO : EPOCH 19 - PROGRESS: at 2.46% examples, 210601 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:25,894 : INFO : EPOCH 19 - PROGRESS: at 2.59% examples, 210927 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:26,932 : INFO : EPOCH 19 - PROGRESS: at 2.71% examples, 211070 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:27,960 : INFO : EPOCH 19 - PROGRESS: at 2.82% examples, 211190 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:29,010 : INFO : EPOCH 19 - PROGRESS: at 2.93% examples, 211407 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:30,028 : INFO : EPOCH 19 - PROGRESS: at 3.06% examples, 211547 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:31,032 : INFO : EPOCH 19 - PROGRESS: at 3.17% examples, 211875 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:32,147 : INFO : EPOCH 19 - PROGRESS: at 3.30% examples, 211716 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:33,157 : INFO : EPOCH 19 - PROGRESS: at 3.41% examples, 212044 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:34,162 : INFO : EPOCH 19 - PROGRESS: at 3.55% examples, 212231 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:35,182 : INFO : EPOCH 19 - PROGRESS: at 3.66% examples, 212513 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:36,209 : INFO : EPOCH 19 - PROGRESS: at 3.76% examples, 212463 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:37,215 : INFO : EPOCH 19 - PROGRESS: at 3.88% examples, 212609 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:38,246 : INFO : EPOCH 19 - PROGRESS: at 4.00% examples, 212767 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:39,255 : INFO : EPOCH 19 - PROGRESS: at 4.12% examples, 212825 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:40,300 : INFO : EPOCH 19 - PROGRESS: at 4.24% examples, 212940 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:41,310 : INFO : EPOCH 19 - PROGRESS: at 4.35% examples, 212937 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:42,335 : INFO : EPOCH 19 - PROGRESS: at 4.46% examples, 212980 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:43,337 : INFO : EPOCH 19 - PROGRESS: at 4.57% examples, 213152 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:44,348 : INFO : EPOCH 19 - PROGRESS: at 4.70% examples, 213427 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:45,391 : INFO : EPOCH 19 - PROGRESS: at 4.82% examples, 213107 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:46,463 : INFO : EPOCH 19 - PROGRESS: at 4.93% examples, 213155 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:47,488 : INFO : EPOCH 19 - PROGRESS: at 5.07% examples, 213429 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:48,531 : INFO : EPOCH 19 - PROGRESS: at 5.18% examples, 213444 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:49,542 : INFO : EPOCH 19 - PROGRESS: at 5.32% examples, 213566 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:50,560 : INFO : EPOCH 19 - PROGRESS: at 5.44% examples, 213659 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:51,595 : INFO : EPOCH 19 - PROGRESS: at 5.57% examples, 213732 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:52,613 : INFO : EPOCH 19 - PROGRESS: at 5.70% examples, 213816 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:53,624 : INFO : EPOCH 19 - PROGRESS: at 5.81% examples, 213891 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:54,657 : INFO : EPOCH 19 - PROGRESS: at 5.93% examples, 213823 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:55,661 : INFO : EPOCH 19 - PROGRESS: at 6.05% examples, 213830 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:56,707 : INFO : EPOCH 19 - PROGRESS: at 6.16% examples, 213875 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:57,784 : INFO : EPOCH 19 - PROGRESS: at 6.28% examples, 213899 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:58,796 : INFO : EPOCH 19 - PROGRESS: at 6.38% examples, 214059 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:36:59,804 : INFO : EPOCH 19 - PROGRESS: at 6.51% examples, 214113 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:00,896 : INFO : EPOCH 19 - PROGRESS: at 6.63% examples, 213935 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:01,904 : INFO : EPOCH 19 - PROGRESS: at 6.76% examples, 214233 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:02,917 : INFO : EPOCH 19 - PROGRESS: at 6.86% examples, 214207 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:37:03,928 : INFO : EPOCH 19 - PROGRESS: at 6.96% examples, 214130 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:04,967 : INFO : EPOCH 19 - PROGRESS: at 7.10% examples, 214219 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:05,996 : INFO : EPOCH 19 - PROGRESS: at 7.23% examples, 214293 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:07,002 : INFO : EPOCH 19 - PROGRESS: at 7.35% examples, 214343 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:08,020 : INFO : EPOCH 19 - PROGRESS: at 7.46% examples, 214304 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:09,027 : INFO : EPOCH 19 - PROGRESS: at 7.58% examples, 214290 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:10,065 : INFO : EPOCH 19 - PROGRESS: at 7.69% examples, 214388 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:11,111 : INFO : EPOCH 19 - PROGRESS: at 7.80% examples, 214366 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:12,115 : INFO : EPOCH 19 - PROGRESS: at 7.92% examples, 214311 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:13,125 : INFO : EPOCH 19 - PROGRESS: at 8.05% examples, 214452 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:14,141 : INFO : EPOCH 19 - PROGRESS: at 8.15% examples, 214398 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:15,156 : INFO : EPOCH 19 - PROGRESS: at 8.28% examples, 214467 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:16,178 : INFO : EPOCH 19 - PROGRESS: at 8.39% examples, 214585 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:17,195 : INFO : EPOCH 19 - PROGRESS: at 8.49% examples, 214550 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:18,206 : INFO : EPOCH 19 - PROGRESS: at 8.62% examples, 214638 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:19,215 : INFO : EPOCH 19 - PROGRESS: at 8.73% examples, 214646 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:20,223 : INFO : EPOCH 19 - PROGRESS: at 8.85% examples, 214675 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:21,304 : INFO : EPOCH 19 - PROGRESS: at 8.97% examples, 214590 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:22,375 : INFO : EPOCH 19 - PROGRESS: at 9.09% examples, 214655 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:23,401 : INFO : EPOCH 19 - PROGRESS: at 9.20% examples, 214645 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:24,413 : INFO : EPOCH 19 - PROGRESS: at 9.32% examples, 214773 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:25,414 : INFO : EPOCH 19 - PROGRESS: at 9.44% examples, 214805 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:26,432 : INFO : EPOCH 19 - PROGRESS: at 9.56% examples, 214763 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:27,438 : INFO : EPOCH 19 - PROGRESS: at 9.69% examples, 214852 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:28,481 : INFO : EPOCH 19 - PROGRESS: at 9.82% examples, 214813 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:29,540 : INFO : EPOCH 19 - PROGRESS: at 9.95% examples, 214864 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:30,565 : INFO : EPOCH 19 - PROGRESS: at 10.07% examples, 214900 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:31,570 : INFO : EPOCH 19 - PROGRESS: at 10.20% examples, 214908 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:32,614 : INFO : EPOCH 19 - PROGRESS: at 10.33% examples, 214906 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:33,655 : INFO : EPOCH 19 - PROGRESS: at 10.46% examples, 214949 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:34,700 : INFO : EPOCH 19 - PROGRESS: at 10.58% examples, 214965 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:35,777 : INFO : EPOCH 19 - PROGRESS: at 10.70% examples, 214968 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:36,794 : INFO : EPOCH 19 - PROGRESS: at 10.83% examples, 215066 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:37,842 : INFO : EPOCH 19 - PROGRESS: at 10.93% examples, 214961 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:38,906 : INFO : EPOCH 19 - PROGRESS: at 11.06% examples, 215024 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:39,916 : INFO : EPOCH 19 - PROGRESS: at 11.18% examples, 215132 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:40,926 : INFO : EPOCH 19 - PROGRESS: at 11.29% examples, 215021 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:42,000 : INFO : EPOCH 19 - PROGRESS: at 11.42% examples, 215059 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:43,052 : INFO : EPOCH 19 - PROGRESS: at 11.53% examples, 215094 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:44,117 : INFO : EPOCH 19 - PROGRESS: at 11.66% examples, 215108 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:45,136 : INFO : EPOCH 19 - PROGRESS: at 11.80% examples, 215101 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:46,141 : INFO : EPOCH 19 - PROGRESS: at 11.91% examples, 215141 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:47,151 : INFO : EPOCH 19 - PROGRESS: at 12.02% examples, 215199 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:48,161 : INFO : EPOCH 19 - PROGRESS: at 12.15% examples, 215234 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:49,248 : INFO : EPOCH 19 - PROGRESS: at 12.27% examples, 215146 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:50,317 : INFO : EPOCH 19 - PROGRESS: at 12.40% examples, 215160 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:51,319 : INFO : EPOCH 19 - PROGRESS: at 12.53% examples, 215266 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:52,351 : INFO : EPOCH 19 - PROGRESS: at 12.64% examples, 215159 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:53,358 : INFO : EPOCH 19 - PROGRESS: at 12.77% examples, 215245 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:54,425 : INFO : EPOCH 19 - PROGRESS: at 12.89% examples, 215166 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:55,439 : INFO : EPOCH 19 - PROGRESS: at 13.00% examples, 215206 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:56,496 : INFO : EPOCH 19 - PROGRESS: at 13.13% examples, 215208 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:57,530 : INFO : EPOCH 19 - PROGRESS: at 13.24% examples, 215179 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:58,583 : INFO : EPOCH 19 - PROGRESS: at 13.37% examples, 215269 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:37:59,596 : INFO : EPOCH 19 - PROGRESS: at 13.47% examples, 215222 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:00,659 : INFO : EPOCH 19 - PROGRESS: at 13.59% examples, 215234 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:01,669 : INFO : EPOCH 19 - PROGRESS: at 13.72% examples, 215282 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:02,708 : INFO : EPOCH 19 - PROGRESS: at 13.85% examples, 215312 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:03,765 : INFO : EPOCH 19 - PROGRESS: at 13.96% examples, 215285 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:04,794 : INFO : EPOCH 19 - PROGRESS: at 14.08% examples, 215258 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:38:05,795 : INFO : EPOCH 19 - PROGRESS: at 14.20% examples, 215355 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:06,806 : INFO : EPOCH 19 - PROGRESS: at 14.31% examples, 215299 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:07,853 : INFO : EPOCH 19 - PROGRESS: at 14.44% examples, 215304 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:08,856 : INFO : EPOCH 19 - PROGRESS: at 14.57% examples, 215299 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:09,867 : INFO : EPOCH 19 - PROGRESS: at 14.67% examples, 215291 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:10,906 : INFO : EPOCH 19 - PROGRESS: at 14.79% examples, 215342 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:11,920 : INFO : EPOCH 19 - PROGRESS: at 14.93% examples, 215372 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:12,952 : INFO : EPOCH 19 - PROGRESS: at 15.04% examples, 215328 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:14,015 : INFO : EPOCH 19 - PROGRESS: at 15.15% examples, 215309 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:15,018 : INFO : EPOCH 19 - PROGRESS: at 15.25% examples, 215375 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:38:16,040 : INFO : EPOCH 19 - PROGRESS: at 15.36% examples, 215318 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:17,129 : INFO : EPOCH 19 - PROGRESS: at 15.49% examples, 215296 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:18,154 : INFO : EPOCH 19 - PROGRESS: at 15.59% examples, 215342 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:19,190 : INFO : EPOCH 19 - PROGRESS: at 15.70% examples, 215364 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:20,221 : INFO : EPOCH 19 - PROGRESS: at 15.83% examples, 215363 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:21,221 : INFO : EPOCH 19 - PROGRESS: at 15.94% examples, 215413 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:22,236 : INFO : EPOCH 19 - PROGRESS: at 16.05% examples, 215428 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:23,247 : INFO : EPOCH 19 - PROGRESS: at 16.16% examples, 215431 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:24,253 : INFO : EPOCH 19 - PROGRESS: at 16.28% examples, 215434 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:25,271 : INFO : EPOCH 19 - PROGRESS: at 16.41% examples, 215444 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:26,273 : INFO : EPOCH 19 - PROGRESS: at 16.53% examples, 215471 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:27,305 : INFO : EPOCH 19 - PROGRESS: at 16.64% examples, 215448 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:28,320 : INFO : EPOCH 19 - PROGRESS: at 16.75% examples, 215441 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:29,330 : INFO : EPOCH 19 - PROGRESS: at 16.86% examples, 215449 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:30,410 : INFO : EPOCH 19 - PROGRESS: at 16.97% examples, 215417 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:31,459 : INFO : EPOCH 19 - PROGRESS: at 17.11% examples, 215467 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:32,469 : INFO : EPOCH 19 - PROGRESS: at 17.21% examples, 215475 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:33,482 : INFO : EPOCH 19 - PROGRESS: at 17.33% examples, 215487 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:34,500 : INFO : EPOCH 19 - PROGRESS: at 17.45% examples, 215481 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:35,506 : INFO : EPOCH 19 - PROGRESS: at 17.56% examples, 215522 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:36,508 : INFO : EPOCH 19 - PROGRESS: at 17.68% examples, 215463 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:37,515 : INFO : EPOCH 19 - PROGRESS: at 17.79% examples, 215535 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:38,567 : INFO : EPOCH 19 - PROGRESS: at 17.90% examples, 215520 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:39,583 : INFO : EPOCH 19 - PROGRESS: at 18.02% examples, 215498 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:40,586 : INFO : EPOCH 19 - PROGRESS: at 18.14% examples, 215466 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:41,613 : INFO : EPOCH 19 - PROGRESS: at 18.28% examples, 215504 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:42,655 : INFO : EPOCH 19 - PROGRESS: at 18.39% examples, 215492 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:43,719 : INFO : EPOCH 19 - PROGRESS: at 18.50% examples, 215497 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:44,730 : INFO : EPOCH 19 - PROGRESS: at 18.60% examples, 215515 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:45,731 : INFO : EPOCH 19 - PROGRESS: at 18.71% examples, 215593 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:46,741 : INFO : EPOCH 19 - PROGRESS: at 18.82% examples, 215586 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:47,785 : INFO : EPOCH 19 - PROGRESS: at 18.95% examples, 215521 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:48,785 : INFO : EPOCH 19 - PROGRESS: at 19.05% examples, 215610 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:49,823 : INFO : EPOCH 19 - PROGRESS: at 19.16% examples, 215608 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:50,841 : INFO : EPOCH 19 - PROGRESS: at 19.26% examples, 215617 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:51,851 : INFO : EPOCH 19 - PROGRESS: at 19.36% examples, 215577 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:52,858 : INFO : EPOCH 19 - PROGRESS: at 19.48% examples, 215561 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:53,873 : INFO : EPOCH 19 - PROGRESS: at 19.59% examples, 215603 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:54,930 : INFO : EPOCH 19 - PROGRESS: at 19.73% examples, 215567 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:55,935 : INFO : EPOCH 19 - PROGRESS: at 19.85% examples, 215630 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:56,980 : INFO : EPOCH 19 - PROGRESS: at 19.99% examples, 215608 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:58,009 : INFO : EPOCH 19 - PROGRESS: at 20.11% examples, 215611 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:38:59,037 : INFO : EPOCH 19 - PROGRESS: at 20.24% examples, 215586 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:00,044 : INFO : EPOCH 19 - PROGRESS: at 20.35% examples, 215619 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:01,093 : INFO : EPOCH 19 - PROGRESS: at 20.47% examples, 215608 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:02,159 : INFO : EPOCH 19 - PROGRESS: at 20.59% examples, 215617 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:03,226 : INFO : EPOCH 19 - PROGRESS: at 20.71% examples, 215600 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:04,304 : INFO : EPOCH 19 - PROGRESS: at 20.81% examples, 215602 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:05,321 : INFO : EPOCH 19 - PROGRESS: at 20.92% examples, 215678 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:39:06,338 : INFO : EPOCH 19 - PROGRESS: at 21.04% examples, 215635 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:07,339 : INFO : EPOCH 19 - PROGRESS: at 21.16% examples, 215654 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:08,363 : INFO : EPOCH 19 - PROGRESS: at 21.26% examples, 215619 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:09,420 : INFO : EPOCH 19 - PROGRESS: at 21.38% examples, 215660 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:10,456 : INFO : EPOCH 19 - PROGRESS: at 21.50% examples, 215676 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:11,472 : INFO : EPOCH 19 - PROGRESS: at 21.62% examples, 215671 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:12,527 : INFO : EPOCH 19 - PROGRESS: at 21.74% examples, 215656 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:13,548 : INFO : EPOCH 19 - PROGRESS: at 21.86% examples, 215688 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:14,567 : INFO : EPOCH 19 - PROGRESS: at 21.99% examples, 215716 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:15,574 : INFO : EPOCH 19 - PROGRESS: at 22.10% examples, 215690 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:16,586 : INFO : EPOCH 19 - PROGRESS: at 22.21% examples, 215687 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:17,602 : INFO : EPOCH 19 - PROGRESS: at 22.33% examples, 215699 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:18,613 : INFO : EPOCH 19 - PROGRESS: at 22.43% examples, 215704 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:19,722 : INFO : EPOCH 19 - PROGRESS: at 22.56% examples, 215672 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:20,754 : INFO : EPOCH 19 - PROGRESS: at 22.69% examples, 215728 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:21,770 : INFO : EPOCH 19 - PROGRESS: at 22.81% examples, 215744 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:22,838 : INFO : EPOCH 19 - PROGRESS: at 22.92% examples, 215689 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:23,862 : INFO : EPOCH 19 - PROGRESS: at 23.03% examples, 215706 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:24,928 : INFO : EPOCH 19 - PROGRESS: at 23.17% examples, 215718 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:25,942 : INFO : EPOCH 19 - PROGRESS: at 23.29% examples, 215739 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:26,955 : INFO : EPOCH 19 - PROGRESS: at 23.41% examples, 215731 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:28,022 : INFO : EPOCH 19 - PROGRESS: at 23.52% examples, 215714 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:29,037 : INFO : EPOCH 19 - PROGRESS: at 23.65% examples, 215735 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:30,076 : INFO : EPOCH 19 - PROGRESS: at 23.77% examples, 215746 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:31,141 : INFO : EPOCH 19 - PROGRESS: at 23.89% examples, 215727 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:32,165 : INFO : EPOCH 19 - PROGRESS: at 24.04% examples, 215746 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:33,198 : INFO : EPOCH 19 - PROGRESS: at 24.17% examples, 215759 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:34,267 : INFO : EPOCH 19 - PROGRESS: at 24.29% examples, 215726 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:35,306 : INFO : EPOCH 19 - PROGRESS: at 24.43% examples, 215742 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:36,315 : INFO : EPOCH 19 - PROGRESS: at 24.55% examples, 215785 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:37,324 : INFO : EPOCH 19 - PROGRESS: at 24.68% examples, 215778 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:38,330 : INFO : EPOCH 19 - PROGRESS: at 24.80% examples, 215804 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:39,343 : INFO : EPOCH 19 - PROGRESS: at 24.91% examples, 215802 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:40,418 : INFO : EPOCH 19 - PROGRESS: at 25.03% examples, 215752 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:41,487 : INFO : EPOCH 19 - PROGRESS: at 25.15% examples, 215753 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:42,502 : INFO : EPOCH 19 - PROGRESS: at 25.26% examples, 215773 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:43,527 : INFO : EPOCH 19 - PROGRESS: at 25.37% examples, 215803 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:44,588 : INFO : EPOCH 19 - PROGRESS: at 25.48% examples, 215767 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:45,627 : INFO : EPOCH 19 - PROGRESS: at 25.59% examples, 215796 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:46,635 : INFO : EPOCH 19 - PROGRESS: at 25.71% examples, 215827 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:47,665 : INFO : EPOCH 19 - PROGRESS: at 25.84% examples, 215813 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:48,667 : INFO : EPOCH 19 - PROGRESS: at 25.94% examples, 215794 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:49,729 : INFO : EPOCH 19 - PROGRESS: at 26.06% examples, 215804 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:50,744 : INFO : EPOCH 19 - PROGRESS: at 26.18% examples, 215812 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:51,791 : INFO : EPOCH 19 - PROGRESS: at 26.32% examples, 215800 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:52,795 : INFO : EPOCH 19 - PROGRESS: at 26.44% examples, 215834 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:53,811 : INFO : EPOCH 19 - PROGRESS: at 26.57% examples, 215813 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:54,817 : INFO : EPOCH 19 - PROGRESS: at 26.68% examples, 215825 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:55,873 : INFO : EPOCH 19 - PROGRESS: at 26.78% examples, 215830 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:56,878 : INFO : EPOCH 19 - PROGRESS: at 26.90% examples, 215829 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:57,880 : INFO : EPOCH 19 - PROGRESS: at 27.02% examples, 215842 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:58,973 : INFO : EPOCH 19 - PROGRESS: at 27.15% examples, 215813 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:39:59,994 : INFO : EPOCH 19 - PROGRESS: at 27.27% examples, 215840 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:01,002 : INFO : EPOCH 19 - PROGRESS: at 27.38% examples, 215870 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:02,016 : INFO : EPOCH 19 - PROGRESS: at 27.50% examples, 215861 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:03,042 : INFO : EPOCH 19 - PROGRESS: at 27.60% examples, 215844 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:04,085 : INFO : EPOCH 19 - PROGRESS: at 27.72% examples, 215802 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:05,142 : INFO : EPOCH 19 - PROGRESS: at 27.84% examples, 215824 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:06,177 : INFO : EPOCH 19 - PROGRESS: at 27.96% examples, 215844 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:07,183 : INFO : EPOCH 19 - PROGRESS: at 28.09% examples, 215858 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:08,191 : INFO : EPOCH 19 - PROGRESS: at 28.21% examples, 215860 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:09,218 : INFO : EPOCH 19 - PROGRESS: at 28.34% examples, 215826 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:10,241 : INFO : EPOCH 19 - PROGRESS: at 28.46% examples, 215861 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:11,297 : INFO : EPOCH 19 - PROGRESS: at 28.57% examples, 215856 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:12,338 : INFO : EPOCH 19 - PROGRESS: at 28.68% examples, 215857 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:13,395 : INFO : EPOCH 19 - PROGRESS: at 28.80% examples, 215827 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:14,448 : INFO : EPOCH 19 - PROGRESS: at 28.93% examples, 215858 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:15,457 : INFO : EPOCH 19 - PROGRESS: at 29.06% examples, 215887 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:16,463 : INFO : EPOCH 19 - PROGRESS: at 29.16% examples, 215871 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:17,471 : INFO : EPOCH 19 - PROGRESS: at 29.28% examples, 215883 words/s, in_qsize 8, out_qsize 0
2020-07-17 04:40:18,498 : INFO : EPOCH 19 - PROGRESS: at 29.40% examples, 215877 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:19,560 : INFO : EPOCH 19 - PROGRESS: at 29.51% examples, 215845 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:20,582 : INFO : EPOCH 19 - PROGRESS: at 29.61% examples, 215882 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:21,617 : INFO : EPOCH 19 - PROGRESS: at 29.71% examples, 215884 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:22,649 : INFO : EPOCH 19 - PROGRESS: at 29.84% examples, 215885 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:23,674 : INFO : EPOCH 19 - PROGRESS: at 29.94% examples, 215864 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:24,680 : INFO : EPOCH 19 - PROGRESS: at 30.06% examples, 215854 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:25,749 : INFO : EPOCH 19 - PROGRESS: at 30.18% examples, 215854 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:26,752 : INFO : EPOCH 19 - PROGRESS: at 30.29% examples, 215851 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:27,778 : INFO : EPOCH 19 - PROGRESS: at 30.40% examples, 215856 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:28,781 : INFO : EPOCH 19 - PROGRESS: at 30.52% examples, 215855 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:29,793 : INFO : EPOCH 19 - PROGRESS: at 30.64% examples, 215866 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:30,813 : INFO : EPOCH 19 - PROGRESS: at 30.74% examples, 215875 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:31,850 : INFO : EPOCH 19 - PROGRESS: at 30.87% examples, 215857 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:32,861 : INFO : EPOCH 19 - PROGRESS: at 30.99% examples, 215863 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:33,881 : INFO : EPOCH 19 - PROGRESS: at 31.12% examples, 215860 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:34,885 : INFO : EPOCH 19 - PROGRESS: at 31.24% examples, 215884 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:35,926 : INFO : EPOCH 19 - PROGRESS: at 31.37% examples, 215883 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:36,951 : INFO : EPOCH 19 - PROGRESS: at 31.49% examples, 215875 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:40:37,990 : INFO : EPOCH 19 - PROGRESS: at 31.61% examples, 215879 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:39,021 : INFO : EPOCH 19 - PROGRESS: at 31.74% examples, 215889 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:40,022 : INFO : EPOCH 19 - PROGRESS: at 31.85% examples, 215884 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:41,059 : INFO : EPOCH 19 - PROGRESS: at 31.95% examples, 215870 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:42,143 : INFO : EPOCH 19 - PROGRESS: at 32.07% examples, 215840 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:43,186 : INFO : EPOCH 19 - PROGRESS: at 32.21% examples, 215844 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:44,213 : INFO : EPOCH 19 - PROGRESS: at 32.33% examples, 215857 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:45,228 : INFO : EPOCH 19 - PROGRESS: at 32.43% examples, 215862 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:46,264 : INFO : EPOCH 19 - PROGRESS: at 32.54% examples, 215843 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:47,321 : INFO : EPOCH 19 - PROGRESS: at 32.66% examples, 215812 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:48,349 : INFO : EPOCH 19 - PROGRESS: at 32.80% examples, 215818 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:49,413 : INFO : EPOCH 19 - PROGRESS: at 32.92% examples, 215804 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:50,423 : INFO : EPOCH 19 - PROGRESS: at 33.02% examples, 215799 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:51,450 : INFO : EPOCH 19 - PROGRESS: at 33.14% examples, 215791 words/s, in_qsize 6, out_qsize 1
2020-07-17 04:40:52,480 : INFO : EPOCH 19 - PROGRESS: at 33.26% examples, 215794 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:53,522 : INFO : EPOCH 19 - PROGRESS: at 33.37% examples, 215803 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:54,529 : INFO : EPOCH 19 - PROGRESS: at 33.48% examples, 215764 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:55,567 : INFO : EPOCH 19 - PROGRESS: at 33.58% examples, 215604 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:56,603 : INFO : EPOCH 19 - PROGRESS: at 33.69% examples, 215499 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:57,660 : INFO : EPOCH 19 - PROGRESS: at 33.81% examples, 215516 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:58,719 : INFO : EPOCH 19 - PROGRESS: at 33.94% examples, 215508 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:40:59,728 : INFO : EPOCH 19 - PROGRESS: at 34.05% examples, 215547 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:00,751 : INFO : EPOCH 19 - PROGRESS: at 34.16% examples, 215535 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:01,759 : INFO : EPOCH 19 - PROGRESS: at 34.28% examples, 215541 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:02,762 : INFO : EPOCH 19 - PROGRESS: at 34.40% examples, 215559 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:03,800 : INFO : EPOCH 19 - PROGRESS: at 34.52% examples, 215530 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:04,806 : INFO : EPOCH 19 - PROGRESS: at 34.63% examples, 215555 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:05,872 : INFO : EPOCH 19 - PROGRESS: at 34.75% examples, 215535 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:06,879 : INFO : EPOCH 19 - PROGRESS: at 34.86% examples, 215574 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:07,918 : INFO : EPOCH 19 - PROGRESS: at 34.98% examples, 215555 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:08,947 : INFO : EPOCH 19 - PROGRESS: at 35.08% examples, 215553 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:09,975 : INFO : EPOCH 19 - PROGRESS: at 35.21% examples, 215570 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:10,978 : INFO : EPOCH 19 - PROGRESS: at 35.33% examples, 215549 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:11,984 : INFO : EPOCH 19 - PROGRESS: at 35.44% examples, 215567 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:12,997 : INFO : EPOCH 19 - PROGRESS: at 35.55% examples, 215561 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:14,022 : INFO : EPOCH 19 - PROGRESS: at 35.68% examples, 215566 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:15,039 : INFO : EPOCH 19 - PROGRESS: at 35.79% examples, 215572 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:16,123 : INFO : EPOCH 19 - PROGRESS: at 35.91% examples, 215561 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:17,148 : INFO : EPOCH 19 - PROGRESS: at 36.04% examples, 215579 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:18,176 : INFO : EPOCH 19 - PROGRESS: at 36.15% examples, 215580 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:19,215 : INFO : EPOCH 19 - PROGRESS: at 36.27% examples, 215572 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:20,240 : INFO : EPOCH 19 - PROGRESS: at 36.39% examples, 215588 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:21,259 : INFO : EPOCH 19 - PROGRESS: at 36.49% examples, 215616 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:22,278 : INFO : EPOCH 19 - PROGRESS: at 36.61% examples, 215582 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:23,293 : INFO : EPOCH 19 - PROGRESS: at 36.73% examples, 215608 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:24,328 : INFO : EPOCH 19 - PROGRESS: at 36.83% examples, 215584 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:25,415 : INFO : EPOCH 19 - PROGRESS: at 36.94% examples, 215577 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:26,416 : INFO : EPOCH 19 - PROGRESS: at 37.05% examples, 215591 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:27,478 : INFO : EPOCH 19 - PROGRESS: at 37.18% examples, 215588 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:28,547 : INFO : EPOCH 19 - PROGRESS: at 37.30% examples, 215589 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:29,551 : INFO : EPOCH 19 - PROGRESS: at 37.43% examples, 215606 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:30,603 : INFO : EPOCH 19 - PROGRESS: at 37.56% examples, 215614 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:31,621 : INFO : EPOCH 19 - PROGRESS: at 37.68% examples, 215611 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:32,634 : INFO : EPOCH 19 - PROGRESS: at 37.79% examples, 215594 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:33,662 : INFO : EPOCH 19 - PROGRESS: at 37.92% examples, 215608 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:34,672 : INFO : EPOCH 19 - PROGRESS: at 38.04% examples, 215617 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:35,698 : INFO : EPOCH 19 - PROGRESS: at 38.15% examples, 215613 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:36,743 : INFO : EPOCH 19 - PROGRESS: at 38.28% examples, 215612 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:37,756 : INFO : EPOCH 19 - PROGRESS: at 38.40% examples, 215625 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:38,780 : INFO : EPOCH 19 - PROGRESS: at 38.53% examples, 215636 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:39,782 : INFO : EPOCH 19 - PROGRESS: at 38.65% examples, 215629 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:40,783 : INFO : EPOCH 19 - PROGRESS: at 38.78% examples, 215638 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:41,791 : INFO : EPOCH 19 - PROGRESS: at 38.91% examples, 215624 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:42,798 : INFO : EPOCH 19 - PROGRESS: at 39.04% examples, 215649 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:43,812 : INFO : EPOCH 19 - PROGRESS: at 39.15% examples, 215641 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:44,877 : INFO : EPOCH 19 - PROGRESS: at 39.28% examples, 215636 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:45,923 : INFO : EPOCH 19 - PROGRESS: at 39.40% examples, 215645 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:46,958 : INFO : EPOCH 19 - PROGRESS: at 39.50% examples, 215654 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:47,966 : INFO : EPOCH 19 - PROGRESS: at 39.61% examples, 215657 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:48,982 : INFO : EPOCH 19 - PROGRESS: at 39.72% examples, 215661 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:49,995 : INFO : EPOCH 19 - PROGRESS: at 39.84% examples, 215644 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:51,019 : INFO : EPOCH 19 - PROGRESS: at 39.96% examples, 215676 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:52,048 : INFO : EPOCH 19 - PROGRESS: at 40.07% examples, 215675 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:53,055 : INFO : EPOCH 19 - PROGRESS: at 40.20% examples, 215677 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:54,060 : INFO : EPOCH 19 - PROGRESS: at 40.33% examples, 215678 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:55,061 : INFO : EPOCH 19 - PROGRESS: at 40.42% examples, 215685 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:56,084 : INFO : EPOCH 19 - PROGRESS: at 40.54% examples, 215685 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:57,091 : INFO : EPOCH 19 - PROGRESS: at 40.65% examples, 215675 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:58,103 : INFO : EPOCH 19 - PROGRESS: at 40.75% examples, 215673 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:41:59,151 : INFO : EPOCH 19 - PROGRESS: at 40.90% examples, 215684 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:00,176 : INFO : EPOCH 19 - PROGRESS: at 41.01% examples, 215690 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:01,216 : INFO : EPOCH 19 - PROGRESS: at 41.13% examples, 215689 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:02,267 : INFO : EPOCH 19 - PROGRESS: at 41.25% examples, 215679 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:03,289 : INFO : EPOCH 19 - PROGRESS: at 41.37% examples, 215683 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:04,315 : INFO : EPOCH 19 - PROGRESS: at 41.48% examples, 215694 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:05,321 : INFO : EPOCH 19 - PROGRESS: at 41.59% examples, 215694 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:06,344 : INFO : EPOCH 19 - PROGRESS: at 41.72% examples, 215698 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:07,380 : INFO : EPOCH 19 - PROGRESS: at 41.85% examples, 215697 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:08,385 : INFO : EPOCH 19 - PROGRESS: at 41.97% examples, 215709 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:09,390 : INFO : EPOCH 19 - PROGRESS: at 42.10% examples, 215707 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:10,408 : INFO : EPOCH 19 - PROGRESS: at 42.21% examples, 215723 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:11,462 : INFO : EPOCH 19 - PROGRESS: at 42.33% examples, 215710 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:12,516 : INFO : EPOCH 19 - PROGRESS: at 42.45% examples, 215708 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:13,542 : INFO : EPOCH 19 - PROGRESS: at 42.57% examples, 215726 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:14,548 : INFO : EPOCH 19 - PROGRESS: at 42.69% examples, 215712 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:15,564 : INFO : EPOCH 19 - PROGRESS: at 42.81% examples, 215729 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:16,666 : INFO : EPOCH 19 - PROGRESS: at 42.94% examples, 215702 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:17,676 : INFO : EPOCH 19 - PROGRESS: at 43.05% examples, 215733 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:18,725 : INFO : EPOCH 19 - PROGRESS: at 43.16% examples, 215718 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:19,769 : INFO : EPOCH 19 - PROGRESS: at 43.27% examples, 215705 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:20,809 : INFO : EPOCH 19 - PROGRESS: at 43.38% examples, 215727 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:21,846 : INFO : EPOCH 19 - PROGRESS: at 43.51% examples, 215737 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:22,912 : INFO : EPOCH 19 - PROGRESS: at 43.62% examples, 215726 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:23,971 : INFO : EPOCH 19 - PROGRESS: at 43.75% examples, 215714 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:24,976 : INFO : EPOCH 19 - PROGRESS: at 43.87% examples, 215727 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:25,983 : INFO : EPOCH 19 - PROGRESS: at 44.00% examples, 215742 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:27,021 : INFO : EPOCH 19 - PROGRESS: at 44.12% examples, 215738 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:28,026 : INFO : EPOCH 19 - PROGRESS: at 44.23% examples, 215741 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:29,048 : INFO : EPOCH 19 - PROGRESS: at 44.35% examples, 215749 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:30,089 : INFO : EPOCH 19 - PROGRESS: at 44.48% examples, 215735 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:31,125 : INFO : EPOCH 19 - PROGRESS: at 44.59% examples, 215747 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:32,151 : INFO : EPOCH 19 - PROGRESS: at 44.71% examples, 215748 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:33,158 : INFO : EPOCH 19 - PROGRESS: at 44.81% examples, 215748 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:34,166 : INFO : EPOCH 19 - PROGRESS: at 44.92% examples, 215764 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:35,214 : INFO : EPOCH 19 - PROGRESS: at 45.02% examples, 215740 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:36,227 : INFO : EPOCH 19 - PROGRESS: at 45.17% examples, 215773 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:37,243 : INFO : EPOCH 19 - PROGRESS: at 45.30% examples, 215759 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:38,278 : INFO : EPOCH 19 - PROGRESS: at 45.42% examples, 215759 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:39,348 : INFO : EPOCH 19 - PROGRESS: at 45.53% examples, 215752 words/s, in_qsize 8, out_qsize 1
2020-07-17 04:42:40,363 : INFO : EPOCH 19 - PROGRESS: at 45.67% examples, 215777 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:41,392 : INFO : EPOCH 19 - PROGRESS: at 45.79% examples, 215747 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:42,400 : INFO : EPOCH 19 - PROGRESS: at 45.89% examples, 215778 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:43,418 : INFO : EPOCH 19 - PROGRESS: at 46.01% examples, 215763 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:44,439 : INFO : EPOCH 19 - PROGRESS: at 46.12% examples, 215775 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:45,492 : INFO : EPOCH 19 - PROGRESS: at 46.22% examples, 215761 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:46,498 : INFO : EPOCH 19 - PROGRESS: at 46.35% examples, 215770 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:47,528 : INFO : EPOCH 19 - PROGRESS: at 46.48% examples, 215779 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:48,556 : INFO : EPOCH 19 - PROGRESS: at 46.59% examples, 215774 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:49,612 : INFO : EPOCH 19 - PROGRESS: at 46.73% examples, 215777 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:50,621 : INFO : EPOCH 19 - PROGRESS: at 46.83% examples, 215777 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:51,637 : INFO : EPOCH 19 - PROGRESS: at 46.96% examples, 215789 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:52,707 : INFO : EPOCH 19 - PROGRESS: at 47.09% examples, 215775 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:53,762 : INFO : EPOCH 19 - PROGRESS: at 47.20% examples, 215758 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:54,800 : INFO : EPOCH 19 - PROGRESS: at 47.31% examples, 215776 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:55,836 : INFO : EPOCH 19 - PROGRESS: at 47.44% examples, 215776 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:56,841 : INFO : EPOCH 19 - PROGRESS: at 47.55% examples, 215785 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:57,864 : INFO : EPOCH 19 - PROGRESS: at 47.67% examples, 215796 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:58,879 : INFO : EPOCH 19 - PROGRESS: at 47.77% examples, 215796 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:42:59,922 : INFO : EPOCH 19 - PROGRESS: at 47.90% examples, 215797 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:00,949 : INFO : EPOCH 19 - PROGRESS: at 48.03% examples, 215788 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:01,955 : INFO : EPOCH 19 - PROGRESS: at 48.15% examples, 215793 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:02,970 : INFO : EPOCH 19 - PROGRESS: at 48.28% examples, 215797 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:04,002 : INFO : EPOCH 19 - PROGRESS: at 48.39% examples, 215789 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:05,019 : INFO : EPOCH 19 - PROGRESS: at 48.51% examples, 215796 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:06,041 : INFO : EPOCH 19 - PROGRESS: at 48.62% examples, 215808 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:07,063 : INFO : EPOCH 19 - PROGRESS: at 48.73% examples, 215809 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:08,120 : INFO : EPOCH 19 - PROGRESS: at 48.85% examples, 215811 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:09,151 : INFO : EPOCH 19 - PROGRESS: at 48.95% examples, 215807 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:10,197 : INFO : EPOCH 19 - PROGRESS: at 49.06% examples, 215812 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:11,227 : INFO : EPOCH 19 - PROGRESS: at 49.18% examples, 215820 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:12,242 : INFO : EPOCH 19 - PROGRESS: at 49.30% examples, 215814 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:13,245 : INFO : EPOCH 19 - PROGRESS: at 49.42% examples, 215829 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:14,250 : INFO : EPOCH 19 - PROGRESS: at 49.54% examples, 215833 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:15,260 : INFO : EPOCH 19 - PROGRESS: at 49.65% examples, 215809 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:16,282 : INFO : EPOCH 19 - PROGRESS: at 49.76% examples, 215828 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:17,319 : INFO : EPOCH 19 - PROGRESS: at 49.89% examples, 215820 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:18,378 : INFO : EPOCH 19 - PROGRESS: at 49.99% examples, 215823 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:19,384 : INFO : EPOCH 19 - PROGRESS: at 50.11% examples, 215825 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:20,391 : INFO : EPOCH 19 - PROGRESS: at 50.23% examples, 215834 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:21,401 : INFO : EPOCH 19 - PROGRESS: at 50.34% examples, 215824 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:22,421 : INFO : EPOCH 19 - PROGRESS: at 50.45% examples, 215825 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:23,503 : INFO : EPOCH 19 - PROGRESS: at 50.56% examples, 215815 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:24,511 : INFO : EPOCH 19 - PROGRESS: at 50.68% examples, 215823 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:25,522 : INFO : EPOCH 19 - PROGRESS: at 50.78% examples, 215842 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:26,573 : INFO : EPOCH 19 - PROGRESS: at 50.90% examples, 215829 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:27,586 : INFO : EPOCH 19 - PROGRESS: at 51.02% examples, 215836 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:28,596 : INFO : EPOCH 19 - PROGRESS: at 51.13% examples, 215825 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:29,633 : INFO : EPOCH 19 - PROGRESS: at 51.24% examples, 215825 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:30,690 : INFO : EPOCH 19 - PROGRESS: at 51.36% examples, 215825 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:31,694 : INFO : EPOCH 19 - PROGRESS: at 51.46% examples, 215827 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:32,738 : INFO : EPOCH 19 - PROGRESS: at 51.58% examples, 215839 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:33,750 : INFO : EPOCH 19 - PROGRESS: at 51.70% examples, 215840 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:34,788 : INFO : EPOCH 19 - PROGRESS: at 51.80% examples, 215843 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:35,793 : INFO : EPOCH 19 - PROGRESS: at 51.91% examples, 215836 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:36,803 : INFO : EPOCH 19 - PROGRESS: at 52.02% examples, 215830 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:37,814 : INFO : EPOCH 19 - PROGRESS: at 52.15% examples, 215844 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:38,850 : INFO : EPOCH 19 - PROGRESS: at 52.27% examples, 215836 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:39,876 : INFO : EPOCH 19 - PROGRESS: at 52.41% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:40,902 : INFO : EPOCH 19 - PROGRESS: at 52.55% examples, 215860 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:41,940 : INFO : EPOCH 19 - PROGRESS: at 52.68% examples, 215856 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:43,000 : INFO : EPOCH 19 - PROGRESS: at 52.80% examples, 215853 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:44,031 : INFO : EPOCH 19 - PROGRESS: at 52.92% examples, 215865 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:45,061 : INFO : EPOCH 19 - PROGRESS: at 53.03% examples, 215869 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:46,088 : INFO : EPOCH 19 - PROGRESS: at 53.15% examples, 215854 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:47,118 : INFO : EPOCH 19 - PROGRESS: at 53.27% examples, 215867 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:48,158 : INFO : EPOCH 19 - PROGRESS: at 53.38% examples, 215867 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:49,177 : INFO : EPOCH 19 - PROGRESS: at 53.52% examples, 215868 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:50,197 : INFO : EPOCH 19 - PROGRESS: at 53.65% examples, 215882 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:51,249 : INFO : EPOCH 19 - PROGRESS: at 53.77% examples, 215874 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:52,263 : INFO : EPOCH 19 - PROGRESS: at 53.90% examples, 215888 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:53,285 : INFO : EPOCH 19 - PROGRESS: at 54.00% examples, 215880 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:54,309 : INFO : EPOCH 19 - PROGRESS: at 54.11% examples, 215880 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:55,311 : INFO : EPOCH 19 - PROGRESS: at 54.23% examples, 215876 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:56,358 : INFO : EPOCH 19 - PROGRESS: at 54.36% examples, 215883 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:57,382 : INFO : EPOCH 19 - PROGRESS: at 54.48% examples, 215901 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:58,408 : INFO : EPOCH 19 - PROGRESS: at 54.60% examples, 215898 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:43:59,418 : INFO : EPOCH 19 - PROGRESS: at 54.71% examples, 215899 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:00,418 : INFO : EPOCH 19 - PROGRESS: at 54.83% examples, 215902 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:01,434 : INFO : EPOCH 19 - PROGRESS: at 54.94% examples, 215888 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:02,457 : INFO : EPOCH 19 - PROGRESS: at 55.06% examples, 215906 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:03,494 : INFO : EPOCH 19 - PROGRESS: at 55.16% examples, 215889 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:04,533 : INFO : EPOCH 19 - PROGRESS: at 55.27% examples, 215894 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:05,545 : INFO : EPOCH 19 - PROGRESS: at 55.38% examples, 215902 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:06,553 : INFO : EPOCH 19 - PROGRESS: at 55.50% examples, 215910 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:07,559 : INFO : EPOCH 19 - PROGRESS: at 55.61% examples, 215894 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:08,602 : INFO : EPOCH 19 - PROGRESS: at 55.73% examples, 215900 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:09,614 : INFO : EPOCH 19 - PROGRESS: at 55.84% examples, 215900 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:10,692 : INFO : EPOCH 19 - PROGRESS: at 55.98% examples, 215893 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:11,726 : INFO : EPOCH 19 - PROGRESS: at 56.10% examples, 215895 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:12,735 : INFO : EPOCH 19 - PROGRESS: at 56.22% examples, 215914 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:13,761 : INFO : EPOCH 19 - PROGRESS: at 56.33% examples, 215891 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:14,811 : INFO : EPOCH 19 - PROGRESS: at 56.45% examples, 215890 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:15,841 : INFO : EPOCH 19 - PROGRESS: at 56.56% examples, 215904 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:16,851 : INFO : EPOCH 19 - PROGRESS: at 56.68% examples, 215907 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:17,887 : INFO : EPOCH 19 - PROGRESS: at 56.80% examples, 215904 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:18,936 : INFO : EPOCH 19 - PROGRESS: at 56.92% examples, 215903 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:19,961 : INFO : EPOCH 19 - PROGRESS: at 57.05% examples, 215895 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:20,971 : INFO : EPOCH 19 - PROGRESS: at 57.18% examples, 215906 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:21,984 : INFO : EPOCH 19 - PROGRESS: at 57.30% examples, 215906 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:23,043 : INFO : EPOCH 19 - PROGRESS: at 57.40% examples, 215894 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:24,078 : INFO : EPOCH 19 - PROGRESS: at 57.51% examples, 215901 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:25,093 : INFO : EPOCH 19 - PROGRESS: at 57.63% examples, 215898 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:26,146 : INFO : EPOCH 19 - PROGRESS: at 57.75% examples, 215907 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:27,163 : INFO : EPOCH 19 - PROGRESS: at 57.86% examples, 215917 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:28,184 : INFO : EPOCH 19 - PROGRESS: at 57.97% examples, 215903 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:29,193 : INFO : EPOCH 19 - PROGRESS: at 58.08% examples, 215907 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:30,195 : INFO : EPOCH 19 - PROGRESS: at 58.19% examples, 215915 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:31,199 : INFO : EPOCH 19 - PROGRESS: at 58.32% examples, 215919 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:32,203 : INFO : EPOCH 19 - PROGRESS: at 58.45% examples, 215913 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:33,235 : INFO : EPOCH 19 - PROGRESS: at 58.58% examples, 215908 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:34,251 : INFO : EPOCH 19 - PROGRESS: at 58.70% examples, 215922 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:35,267 : INFO : EPOCH 19 - PROGRESS: at 58.79% examples, 215913 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:36,279 : INFO : EPOCH 19 - PROGRESS: at 58.92% examples, 215924 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:37,329 : INFO : EPOCH 19 - PROGRESS: at 59.03% examples, 215921 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:38,342 : INFO : EPOCH 19 - PROGRESS: at 59.14% examples, 215925 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:39,357 : INFO : EPOCH 19 - PROGRESS: at 59.26% examples, 215928 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:40,389 : INFO : EPOCH 19 - PROGRESS: at 59.37% examples, 215920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:41,422 : INFO : EPOCH 19 - PROGRESS: at 59.50% examples, 215918 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:42,458 : INFO : EPOCH 19 - PROGRESS: at 59.63% examples, 215920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:43,498 : INFO : EPOCH 19 - PROGRESS: at 59.75% examples, 215929 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:44,526 : INFO : EPOCH 19 - PROGRESS: at 59.86% examples, 215919 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:45,545 : INFO : EPOCH 19 - PROGRESS: at 59.98% examples, 215929 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:46,578 : INFO : EPOCH 19 - PROGRESS: at 60.11% examples, 215927 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:47,600 : INFO : EPOCH 19 - PROGRESS: at 60.22% examples, 215931 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:48,610 : INFO : EPOCH 19 - PROGRESS: at 60.34% examples, 215936 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:49,694 : INFO : EPOCH 19 - PROGRESS: at 60.47% examples, 215920 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:50,750 : INFO : EPOCH 19 - PROGRESS: at 60.60% examples, 215930 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:51,793 : INFO : EPOCH 19 - PROGRESS: at 60.74% examples, 215936 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:52,828 : INFO : EPOCH 19 - PROGRESS: at 60.87% examples, 215940 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:53,829 : INFO : EPOCH 19 - PROGRESS: at 61.00% examples, 215936 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:54,831 : INFO : EPOCH 19 - PROGRESS: at 61.12% examples, 215944 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:55,835 : INFO : EPOCH 19 - PROGRESS: at 61.23% examples, 215939 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:56,843 : INFO : EPOCH 19 - PROGRESS: at 61.35% examples, 215931 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:57,844 : INFO : EPOCH 19 - PROGRESS: at 61.45% examples, 215960 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:58,870 : INFO : EPOCH 19 - PROGRESS: at 61.56% examples, 215925 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:44:59,892 : INFO : EPOCH 19 - PROGRESS: at 61.70% examples, 215938 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:45:00,948 : INFO : EPOCH 19 - PROGRESS: at 61.84% examples, 215935 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:45:02,004 : INFO : EPOCH 19 - PROGRESS: at 61.98% examples, 215940 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:45:03,023 : INFO : EPOCH 19 - PROGRESS: at 62.10% examples, 215930 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:45:04,064 : INFO : EPOCH 19 - PROGRESS: at 62.22% examples, 215934 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:45:05,092 : INFO : EPOCH 19 - PROGRESS: at 62.34% examples, 215939 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:45:06,125 : INFO : EPOCH 19 - PROGRESS: at 62.47% examples, 215948 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:45:07,154 : INFO : EPOCH 19 - PROGRESS: at 62.59% examples, 215939 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:45:08,239 : INFO : EPOCH 19 - PROGRESS: at 62.73% examples, 215943 words/s, in_qsize 7, out_qsize 0
2020-07-17 04:45:09,311 : INFO : EPOCH 19 - PROGRESS: at 62.86% examples, 215942 words/s, in_qsize 6, out_qsize 1

#Conventional Preprocessing
checkpoint = 0
for ex in tfds.as_numpy(ds):
    more_sentences = preprocess_pipeline.frombatch_pipeline( ex['text'] )
    #print (ex)
    model_r.build_vocab(more_sentences, update=True)
    model_r.train(more_sentences, total_examples=model_r.corpus_count, epochs=model_r.iter)
    SaveModel(model_r, model_type='word2vec', description='Py-Java-Wiki-SK-500-20E['+str(checkpoint)+']')
    checkpoint = checkpoint + 1

---------------------------------------------------------------------------
KeyboardInterrupt                         Traceback (most recent call last)
<ipython-input-46-8fc6c696cb8c> in <module>
      1 #Conventional Preprocessing
      2 checkpoint = 0
----> 3 for ex in tfds.as_numpy(ds):
      4     more_sentences = preprocess_pipeline.frombatch_pipeline( ex['text'] )
      5     #print (ex)

/usr/local/lib/python3.6/dist-packages/tensorflow_datasets/core/dataset_utils.py in _eager_dataset_iterator(dataset)
    159 
    160 def _eager_dataset_iterator(dataset):
--> 161   for item in dataset:
    162     flat = tf.nest.flatten(item)
    163     flat = [t if isinstance(t, tf.RaggedTensor) else t.numpy() for t in flat]

/usr/local/lib/python3.6/dist-packages/tensorflow_core/python/data/ops/iterator_ops.py in __next__(self)
    620 
    621   def __next__(self):  # For Python 3 compatibility
--> 622     return self.next()
    623 
    624   def _next_internal(self):

/usr/local/lib/python3.6/dist-packages/tensorflow_core/python/data/ops/iterator_ops.py in next(self)
    664     """Returns a nested structure of `Tensor`s containing the next element."""
    665     try:
--> 666       return self._next_internal()
    667     except errors.OutOfRangeError:
    668       raise StopIteration

/usr/local/lib/python3.6/dist-packages/tensorflow_core/python/data/ops/iterator_ops.py in _next_internal(self)
    649             self._iterator_resource,
    650             output_types=self._flat_output_types,
--> 651             output_shapes=self._flat_output_shapes)
    652 
    653       try:

/usr/local/lib/python3.6/dist-packages/tensorflow_core/python/ops/gen_dataset_ops.py in iterator_get_next_sync(iterator, output_types, output_shapes, name)
   2657         _ctx._context_handle, _ctx._thread_local_data.device_name,
   2658         "IteratorGetNextSync", name, _ctx._post_execution_callbacks, iterator,
-> 2659         "output_types", output_types, "output_shapes", output_shapes)
   2660       return _result
   2661     except _core._FallbackException:

KeyboardInterrupt:

SaveModel(model_r, model_type='word2vec', description='Py-Java-Wiki-SK-500-20E-Wrong') #Sk=skipgram, 500 embeddings, 10 epochs

2020-06-20 14:33:27,691 : INFO : saving Word2Vec object under test_data/models/[word2vec-Py-Java-Wiki-SK-500-20E-Wrong-1592663607.691059].model, separately None
2020-06-20 14:33:27,693 : INFO : storing np array 'vectors' to test_data/models/[word2vec-Py-Java-Wiki-SK-500-20E-Wrong-1592663607.691059].model.wv.vectors.npy
2020-06-20 14:33:27,894 : INFO : not storing attribute vectors_norm
2020-06-20 14:33:27,895 : INFO : storing np array 'syn1neg' to test_data/models/[word2vec-Py-Java-Wiki-SK-500-20E-Wrong-1592663607.691059].model.trainables.syn1neg.npy
2020-06-20 14:33:28,091 : INFO : not storing attribute cum_table
2020-06-20 14:33:28,448 : INFO : saved test_data/models/[word2vec-Py-Java-Wiki-SK-500-20E-Wrong-1592663607.691059].model
2020-06-20 14:33:28,449 : INFO : Saving in...test_data/models/[word2vec-Py-Java-Wiki-SK-500-20E-Wrong-1592663607.691059].model

Training Doc2Vec for SE¶

Le and Mikolov in 2014 introduced the Doc2Vec algorithm, which usually outperforms such simple-averaging of Word2Vec vectors (link).

PV-DM is analogous to Word2Vec CBOW. The doc-vectors are obtained by training a neural network on the synthetic task of predicting a center word based an average of both context word-vectors and the full document’s doc-vector.

PV-DBOW is analogous to Word2Vec SG. The doc-vectors are obtained by training a neural network on the synthetic task of predicting a target word just from the full document’s doc-vector. (It is also common to combine this with skip-gram testing, using both the doc-vector and nearby word-vectors to predict a single target word, but only one at a time.)

import math as m
import gensim
import collections
import random as r

#efault min_count in gensim's Word2Vec is set to 5. If there is no word 
#in your vocab with frequency greater than 4, your vocab will be empty and hence the error
params_wiki = {
    'system':'wikipedia/20200301.en',
    'saving_path': 'test_data/',
    'saving_model':'test_data/models/',
    'language': 'english',
    'timestamp': 1592413729.920861,
    'version':'preprocessed-java',
    'wv_size': 500,
    'wv_min_count': 1,
    'wv_window':5,
    'wv_workers':4,
    'skip-gram':1,
    'wv_iter':20,
}

params = params_wiki

#[step1] Create Preprocesser <----------
preprocess_pipeline = prep.ConventionalPreprocessing(params= params)

Training CodeSearchChallenge¶

train_corpus = [gensim.models.doc2vec.TaggedDocument(i[1], [i[0]]) for i in enumerate(texts)]

train_corpus[:1]

[TaggedDocument(words=['▁protected', '▁final', '▁void', '▁fast', 'Path', 'Ordered', 'Emit', '(', 'U', '▁value', ',', '▁boolean', '▁delay', 'Error', ',', '▁Dis', 'pos', 'able', '▁dis', 'pos', 'able', ')', '▁{', '<n>', '▁final', '▁Ob', 'server', '<?', '▁super', '▁V', '>', '▁observer', '▁=', '▁downstream', ';', '<n>', '▁final', '▁Simple', 'Plain', 'Queue', '<', 'U', '>', '▁q', '▁=', '▁queue', ';', '<n>', '<n>', '▁if', '▁(', 'w', 'ip', '.', 'get', '()', '▁==', '▁0', '▁&&', '▁w', 'ip', '.', 'compareAndSet', '(0,', '▁1))', '▁{', '<n>', '▁if', '▁(', 'q', '.', 'isEmpty', '())', '▁{', '<n>', '▁accept', '(', 'observer', ',', '▁value', ');', '<n>', '▁if', '▁(', 'leave', '(-', '1)', '▁==', '▁0)', '▁{', '<n>', '▁return', ';', '<n>', '▁}', '<n>', '▁}', '▁else', '▁{', '<n>', '▁q', '.', 'o', 'ffer', '(', 'value', ');', '<n>', '▁}', '<n>', '▁}', '▁else', '▁{', '<n>', '▁q', '.', 'o', 'ffer', '(', 'value', ');', '<n>', '▁if', '▁(!', 'enter', '())', '▁{', '<n>', '▁return', ';', '<n>', '▁}', '<n>', '▁}', '<n>', '▁Queue', 'D', 'rain', 'Helper', '.', 'd', 'rain', 'Loop', '(', 'q', ',', '▁observer', ',', '▁delay', 'Error', ',', '▁dis', 'pos', 'able', ',', '▁this', ');', '<n>', '▁}'], tags=[0])]

len(train_corpus)

1026081

#Building Vocab and Training (first time)
paragraph_model = gensim.models.doc2vec.Doc2Vec(
            train_corpus,
            vector_size = params['wv_size'], 
            window = params['wv_window'], 
            min_count = params['wv_min_count'], 
            epochs = params['wv_iter'],
            workers = params['wv_workers']
) #Parameters

2020-08-16 15:12:44,007 : INFO : collecting all words and their counts
2020-08-16 15:12:44,009 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 0 tags
2020-08-16 15:12:44,291 : INFO : PROGRESS: at example #10000, processed 1546983 words (5512263/s), 16081 word types, 10000 tags
2020-08-16 15:12:44,588 : INFO : PROGRESS: at example #20000, processed 3199067 words (5581251/s), 20054 word types, 20000 tags
2020-08-16 15:12:44,857 : INFO : PROGRESS: at example #30000, processed 4683234 words (5534378/s), 22126 word types, 30000 tags
2020-08-16 15:12:45,113 : INFO : PROGRESS: at example #40000, processed 6093515 words (5528974/s), 24084 word types, 40000 tags
2020-08-16 15:12:45,361 : INFO : PROGRESS: at example #50000, processed 7397864 words (5285994/s), 25922 word types, 50000 tags
2020-08-16 15:12:45,620 : INFO : PROGRESS: at example #60000, processed 8787359 words (5378388/s), 27846 word types, 60000 tags
2020-08-16 15:12:45,899 : INFO : PROGRESS: at example #70000, processed 10281384 words (5371356/s), 28972 word types, 70000 tags
2020-08-16 15:12:46,212 : INFO : PROGRESS: at example #80000, processed 12032354 words (5614199/s), 30191 word types, 80000 tags
2020-08-16 15:12:46,338 : INFO : PROGRESS: at example #90000, processed 12694176 words (5320512/s), 30379 word types, 90000 tags
2020-08-16 15:12:46,436 : INFO : PROGRESS: at example #100000, processed 13215948 words (5378265/s), 30422 word types, 100000 tags
2020-08-16 15:12:46,648 : INFO : PROGRESS: at example #110000, processed 14258601 words (4925547/s), 30773 word types, 110000 tags
2020-08-16 15:12:46,925 : INFO : PROGRESS: at example #120000, processed 15766708 words (5479080/s), 31092 word types, 120000 tags
2020-08-16 15:12:47,200 : INFO : PROGRESS: at example #130000, processed 17254809 words (5422711/s), 31368 word types, 130000 tags
2020-08-16 15:12:47,474 : INFO : PROGRESS: at example #140000, processed 18743486 words (5449079/s), 31701 word types, 140000 tags
2020-08-16 15:12:47,730 : INFO : PROGRESS: at example #150000, processed 20096698 words (5318888/s), 32704 word types, 150000 tags
2020-08-16 15:12:48,006 : INFO : PROGRESS: at example #160000, processed 21593243 words (5437061/s), 33191 word types, 160000 tags
2020-08-16 15:12:48,248 : INFO : PROGRESS: at example #170000, processed 22885152 words (5347594/s), 33769 word types, 170000 tags
2020-08-16 15:12:48,512 : INFO : PROGRESS: at example #180000, processed 24289554 words (5337729/s), 34121 word types, 180000 tags
2020-08-16 15:12:48,732 : INFO : PROGRESS: at example #190000, processed 25445255 words (5300059/s), 34332 word types, 190000 tags
2020-08-16 15:12:49,004 : INFO : PROGRESS: at example #200000, processed 26945057 words (5522971/s), 34534 word types, 200000 tags
2020-08-16 15:12:49,280 : INFO : PROGRESS: at example #210000, processed 28441414 words (5451877/s), 34739 word types, 210000 tags
2020-08-16 15:12:49,552 : INFO : PROGRESS: at example #220000, processed 29897077 words (5361599/s), 35073 word types, 220000 tags
2020-08-16 15:12:49,796 : INFO : PROGRESS: at example #230000, processed 31213449 words (5417865/s), 35216 word types, 230000 tags
2020-08-16 15:12:50,075 : INFO : PROGRESS: at example #240000, processed 32695208 words (5325588/s), 35342 word types, 240000 tags
2020-08-16 15:12:50,296 : INFO : PROGRESS: at example #250000, processed 33841201 words (5226448/s), 35444 word types, 250000 tags
2020-08-16 15:12:50,570 : INFO : PROGRESS: at example #260000, processed 35311450 words (5366408/s), 35750 word types, 260000 tags
2020-08-16 15:12:50,821 : INFO : PROGRESS: at example #270000, processed 36623594 words (5266292/s), 36169 word types, 270000 tags
2020-08-16 15:12:51,080 : INFO : PROGRESS: at example #280000, processed 37999242 words (5332149/s), 36315 word types, 280000 tags
2020-08-16 15:12:51,348 : INFO : PROGRESS: at example #290000, processed 39409712 words (5270305/s), 36494 word types, 290000 tags
2020-08-16 15:12:51,578 : INFO : PROGRESS: at example #300000, processed 40603787 words (5224763/s), 36638 word types, 300000 tags
2020-08-16 15:12:51,772 : INFO : PROGRESS: at example #310000, processed 41597976 words (5146626/s), 36667 word types, 310000 tags
2020-08-16 15:12:52,024 : INFO : PROGRESS: at example #320000, processed 42923296 words (5271225/s), 36790 word types, 320000 tags
2020-08-16 15:12:52,341 : INFO : PROGRESS: at example #330000, processed 44521863 words (5057499/s), 36940 word types, 330000 tags
2020-08-16 15:12:52,625 : INFO : PROGRESS: at example #340000, processed 46023746 words (5316278/s), 37312 word types, 340000 tags
2020-08-16 15:12:53,007 : INFO : PROGRESS: at example #350000, processed 48074941 words (5384981/s), 37820 word types, 350000 tags
2020-08-16 15:12:53,233 : INFO : PROGRESS: at example #360000, processed 49280037 words (5346941/s), 37885 word types, 360000 tags
2020-08-16 15:12:53,555 : INFO : PROGRESS: at example #370000, processed 51052799 words (5535805/s), 37984 word types, 370000 tags
2020-08-16 15:12:53,812 : INFO : PROGRESS: at example #380000, processed 52425476 words (5364239/s), 38069 word types, 380000 tags
2020-08-16 15:12:54,223 : INFO : PROGRESS: at example #390000, processed 54735403 words (5621155/s), 38421 word types, 390000 tags
2020-08-16 15:12:54,584 : INFO : PROGRESS: at example #400000, processed 56614587 words (5230591/s), 38509 word types, 400000 tags
2020-08-16 15:12:54,963 : INFO : PROGRESS: at example #410000, processed 58612065 words (5279006/s), 38669 word types, 410000 tags
2020-08-16 15:12:55,473 : INFO : PROGRESS: at example #420000, processed 61301720 words (5286181/s), 38733 word types, 420000 tags
2020-08-16 15:12:55,919 : INFO : PROGRESS: at example #430000, processed 63658492 words (5302436/s), 39166 word types, 430000 tags
2020-08-16 15:12:56,221 : INFO : PROGRESS: at example #440000, processed 65191594 words (5083256/s), 39391 word types, 440000 tags
2020-08-16 15:12:56,569 : INFO : PROGRESS: at example #450000, processed 67004760 words (5227715/s), 39454 word types, 450000 tags
2020-08-16 15:12:56,866 : INFO : PROGRESS: at example #460000, processed 68603796 words (5393070/s), 39554 word types, 460000 tags
2020-08-16 15:12:57,179 : INFO : PROGRESS: at example #470000, processed 70224952 words (5202986/s), 39660 word types, 470000 tags
2020-08-16 15:12:57,511 : INFO : PROGRESS: at example #480000, processed 72008552 words (5384181/s), 39820 word types, 480000 tags
2020-08-16 15:12:57,797 : INFO : PROGRESS: at example #490000, processed 73495250 words (5224120/s), 39864 word types, 490000 tags
2020-08-16 15:12:58,124 : INFO : PROGRESS: at example #500000, processed 75239320 words (5354585/s), 40228 word types, 500000 tags
2020-08-16 15:12:58,452 : INFO : PROGRESS: at example #510000, processed 77023831 words (5450339/s), 40364 word types, 510000 tags
2020-08-16 15:12:58,735 : INFO : PROGRESS: at example #520000, processed 78509663 words (5264333/s), 40544 word types, 520000 tags
2020-08-16 15:12:59,031 : INFO : PROGRESS: at example #530000, processed 80084745 words (5340293/s), 40603 word types, 530000 tags
2020-08-16 15:12:59,305 : INFO : PROGRESS: at example #540000, processed 81521849 words (5265322/s), 40715 word types, 540000 tags
2020-08-16 15:12:59,657 : INFO : PROGRESS: at example #550000, processed 83360526 words (5230894/s), 40943 word types, 550000 tags
2020-08-16 15:12:59,913 : INFO : PROGRESS: at example #560000, processed 84668715 words (5146986/s), 41883 word types, 560000 tags
2020-08-16 15:13:00,260 : INFO : PROGRESS: at example #570000, processed 86496360 words (5272996/s), 42394 word types, 570000 tags
2020-08-16 15:13:00,817 : INFO : PROGRESS: at example #580000, processed 89334256 words (5108984/s), 43107 word types, 580000 tags
2020-08-16 15:13:01,256 : INFO : PROGRESS: at example #590000, processed 91617620 words (5206685/s), 43402 word types, 590000 tags
2020-08-16 15:13:01,813 : INFO : PROGRESS: at example #600000, processed 94535859 words (5250668/s), 43490 word types, 600000 tags
2020-08-16 15:13:02,362 : INFO : PROGRESS: at example #610000, processed 97433899 words (5288250/s), 45289 word types, 610000 tags
2020-08-16 15:13:02,977 : INFO : PROGRESS: at example #620000, processed 100728184 words (5363354/s), 45824 word types, 620000 tags
2020-08-16 15:13:03,560 : INFO : PROGRESS: at example #630000, processed 103852833 words (5367233/s), 45966 word types, 630000 tags
2020-08-16 15:13:04,070 : INFO : PROGRESS: at example #640000, processed 106564274 words (5332793/s), 47487 word types, 640000 tags
2020-08-16 15:13:04,611 : INFO : PROGRESS: at example #650000, processed 109448932 words (5337294/s), 47770 word types, 650000 tags
2020-08-16 15:13:05,185 : INFO : PROGRESS: at example #660000, processed 112575810 words (5461914/s), 48081 word types, 660000 tags
2020-08-16 15:13:05,652 : INFO : PROGRESS: at example #670000, processed 115042715 words (5293264/s), 48431 word types, 670000 tags
2020-08-16 15:13:06,090 : INFO : PROGRESS: at example #680000, processed 117347489 words (5269170/s), 48617 word types, 680000 tags
2020-08-16 15:13:06,527 : INFO : PROGRESS: at example #690000, processed 119628738 words (5240261/s), 49470 word types, 690000 tags
2020-08-16 15:13:07,009 : INFO : PROGRESS: at example #700000, processed 122156561 words (5251025/s), 49599 word types, 700000 tags
2020-08-16 15:13:07,435 : INFO : PROGRESS: at example #710000, processed 124415511 words (5316927/s), 50486 word types, 710000 tags
2020-08-16 15:13:07,886 : INFO : PROGRESS: at example #720000, processed 126793707 words (5280154/s), 50698 word types, 720000 tags
2020-08-16 15:13:08,304 : INFO : PROGRESS: at example #730000, processed 128975584 words (5241553/s), 51162 word types, 730000 tags
2020-08-16 15:13:08,734 : INFO : PROGRESS: at example #740000, processed 131216225 words (5218957/s), 51436 word types, 740000 tags
2020-08-16 15:13:09,168 : INFO : PROGRESS: at example #750000, processed 133343876 words (4911548/s), 52556 word types, 750000 tags
2020-08-16 15:13:09,596 : INFO : PROGRESS: at example #760000, processed 135534385 words (5132672/s), 53032 word types, 760000 tags
2020-08-16 15:13:10,083 : INFO : PROGRESS: at example #770000, processed 138058477 words (5192517/s), 53599 word types, 770000 tags
2020-08-16 15:13:10,589 : INFO : PROGRESS: at example #780000, processed 140724546 words (5285668/s), 53647 word types, 780000 tags
2020-08-16 15:13:11,029 : INFO : PROGRESS: at example #790000, processed 143047170 words (5282384/s), 53685 word types, 790000 tags
2020-08-16 15:13:11,549 : INFO : PROGRESS: at example #800000, processed 145774346 words (5254312/s), 53945 word types, 800000 tags
2020-08-16 15:13:12,057 : INFO : PROGRESS: at example #810000, processed 148424305 words (5229474/s), 53993 word types, 810000 tags
2020-08-16 15:13:12,557 : INFO : PROGRESS: at example #820000, processed 151033889 words (5226677/s), 54969 word types, 820000 tags
2020-08-16 15:13:13,048 : INFO : PROGRESS: at example #830000, processed 153603747 words (5244330/s), 55254 word types, 830000 tags
2020-08-16 15:13:13,640 : INFO : PROGRESS: at example #840000, processed 156660512 words (5176312/s), 56584 word types, 840000 tags
2020-08-16 15:13:14,130 : INFO : PROGRESS: at example #850000, processed 159232489 words (5256896/s), 57300 word types, 850000 tags
2020-08-16 15:13:14,607 : INFO : PROGRESS: at example #860000, processed 161737789 words (5261098/s), 57502 word types, 860000 tags
2020-08-16 15:13:15,160 : INFO : PROGRESS: at example #870000, processed 164650881 words (5274614/s), 57664 word types, 870000 tags
2020-08-16 15:13:15,613 : INFO : PROGRESS: at example #880000, processed 167013832 words (5235909/s), 57810 word types, 880000 tags
2020-08-16 15:13:16,138 : INFO : PROGRESS: at example #890000, processed 169816586 words (5343469/s), 58097 word types, 890000 tags
2020-08-16 15:13:16,645 : INFO : PROGRESS: at example #900000, processed 172497666 words (5295805/s), 58327 word types, 900000 tags
2020-08-16 15:13:17,199 : INFO : PROGRESS: at example #910000, processed 175433494 words (5315627/s), 58401 word types, 910000 tags
2020-08-16 15:13:17,681 : INFO : PROGRESS: at example #920000, processed 177976997 words (5287669/s), 58521 word types, 920000 tags
2020-08-16 15:13:18,163 : INFO : PROGRESS: at example #930000, processed 180504009 words (5246047/s), 58787 word types, 930000 tags
2020-08-16 15:13:18,755 : INFO : PROGRESS: at example #940000, processed 183692168 words (5399307/s), 58846 word types, 940000 tags
2020-08-16 15:13:19,230 : INFO : PROGRESS: at example #950000, processed 186211621 words (5308694/s), 58874 word types, 950000 tags
2020-08-16 15:13:19,728 : INFO : PROGRESS: at example #960000, processed 188868042 words (5352482/s), 59261 word types, 960000 tags
2020-08-16 15:13:20,233 : INFO : PROGRESS: at example #970000, processed 191522511 words (5261759/s), 59592 word types, 970000 tags
2020-08-16 15:13:20,714 : INFO : PROGRESS: at example #980000, processed 194050131 words (5267133/s), 60477 word types, 980000 tags
2020-08-16 15:13:21,220 : INFO : PROGRESS: at example #990000, processed 196694090 words (5237709/s), 60661 word types, 990000 tags
2020-08-16 15:13:21,724 : INFO : PROGRESS: at example #1000000, processed 199357548 words (5290286/s), 60740 word types, 1000000 tags
2020-08-16 15:13:22,256 : INFO : PROGRESS: at example #1010000, processed 202167359 words (5287745/s), 61160 word types, 1010000 tags
2020-08-16 15:13:22,841 : INFO : PROGRESS: at example #1020000, processed 205283572 words (5336287/s), 61350 word types, 1020000 tags
2020-08-16 15:13:23,106 : INFO : collected 61746 word types and 1026081 unique tags from a corpus of 1026081 examples and 206654289 words
2020-08-16 15:13:23,107 : INFO : Loading a fresh vocabulary
2020-08-16 15:13:23,174 : INFO : effective_min_count=10 retains 31277 unique words (50% of original 61746, drops 30469)
2020-08-16 15:13:23,175 : INFO : effective_min_count=10 leaves 206605188 word corpus (99% of original 206654289, drops 49101)
2020-08-16 15:13:23,269 : INFO : deleting the raw counts dictionary of 61746 items
2020-08-16 15:13:23,271 : INFO : sample=0.001 downsamples 38 most-common words
2020-08-16 15:13:23,272 : INFO : downsampling leaves estimated 151054936 word corpus (73.1% of prior 206605188)
2020-08-16 15:13:23,365 : INFO : estimated required memory for 31277 words and 500 dimensions: 2192908500 bytes
2020-08-16 15:13:23,365 : INFO : resetting layer weights
2020-08-16 15:17:01,961 : INFO : training model with 4 workers on 31277 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-08-16 15:17:02,988 : INFO : EPOCH 1 - PROGRESS: at 0.57% examples, 515652 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:03,991 : INFO : EPOCH 1 - PROGRESS: at 1.00% examples, 561492 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:05,007 : INFO : EPOCH 1 - PROGRESS: at 1.46% examples, 571815 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:06,011 : INFO : EPOCH 1 - PROGRESS: at 1.93% examples, 573161 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:07,020 : INFO : EPOCH 1 - PROGRESS: at 2.43% examples, 568889 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:08,026 : INFO : EPOCH 1 - PROGRESS: at 2.91% examples, 558807 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:09,026 : INFO : EPOCH 1 - PROGRESS: at 3.36% examples, 550636 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:10,027 : INFO : EPOCH 1 - PROGRESS: at 3.77% examples, 537232 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:11,039 : INFO : EPOCH 1 - PROGRESS: at 4.32% examples, 516319 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:12,069 : INFO : EPOCH 1 - PROGRESS: at 4.76% examples, 515077 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:17:13,069 : INFO : EPOCH 1 - PROGRESS: at 5.13% examples, 515247 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:14,075 : INFO : EPOCH 1 - PROGRESS: at 5.68% examples, 511696 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:15,097 : INFO : EPOCH 1 - PROGRESS: at 6.16% examples, 520985 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:16,107 : INFO : EPOCH 1 - PROGRESS: at 6.73% examples, 518165 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:17,120 : INFO : EPOCH 1 - PROGRESS: at 7.13% examples, 527276 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:18,137 : INFO : EPOCH 1 - PROGRESS: at 7.61% examples, 527458 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:17:19,423 : INFO : EPOCH 1 - PROGRESS: at 8.13% examples, 518390 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:20,424 : INFO : EPOCH 1 - PROGRESS: at 8.74% examples, 495901 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:21,499 : INFO : EPOCH 1 - PROGRESS: at 9.30% examples, 478579 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:22,500 : INFO : EPOCH 1 - PROGRESS: at 9.88% examples, 461736 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:23,536 : INFO : EPOCH 1 - PROGRESS: at 10.41% examples, 462732 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:24,542 : INFO : EPOCH 1 - PROGRESS: at 11.00% examples, 462917 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:17:25,544 : INFO : EPOCH 1 - PROGRESS: at 11.48% examples, 467287 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:26,552 : INFO : EPOCH 1 - PROGRESS: at 11.93% examples, 472079 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:17:27,569 : INFO : EPOCH 1 - PROGRESS: at 12.38% examples, 476940 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:28,590 : INFO : EPOCH 1 - PROGRESS: at 12.93% examples, 477177 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:29,624 : INFO : EPOCH 1 - PROGRESS: at 13.45% examples, 479882 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:30,628 : INFO : EPOCH 1 - PROGRESS: at 13.96% examples, 481021 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:31,634 : INFO : EPOCH 1 - PROGRESS: at 14.50% examples, 482101 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:32,638 : INFO : EPOCH 1 - PROGRESS: at 15.05% examples, 482896 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:33,643 : INFO : EPOCH 1 - PROGRESS: at 15.47% examples, 486818 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:34,672 : INFO : EPOCH 1 - PROGRESS: at 15.98% examples, 487214 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:35,678 : INFO : EPOCH 1 - PROGRESS: at 16.53% examples, 487921 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:36,695 : INFO : EPOCH 1 - PROGRESS: at 17.03% examples, 489415 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:37,702 : INFO : EPOCH 1 - PROGRESS: at 17.57% examples, 490418 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:38,721 : INFO : EPOCH 1 - PROGRESS: at 18.12% examples, 491398 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:17:39,722 : INFO : EPOCH 1 - PROGRESS: at 18.72% examples, 491523 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:40,726 : INFO : EPOCH 1 - PROGRESS: at 19.24% examples, 494352 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:41,747 : INFO : EPOCH 1 - PROGRESS: at 19.75% examples, 495923 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:42,749 : INFO : EPOCH 1 - PROGRESS: at 20.24% examples, 497786 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:17:43,750 : INFO : EPOCH 1 - PROGRESS: at 20.79% examples, 497990 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:44,755 : INFO : EPOCH 1 - PROGRESS: at 21.30% examples, 499689 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:45,761 : INFO : EPOCH 1 - PROGRESS: at 21.79% examples, 500730 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:17:46,799 : INFO : EPOCH 1 - PROGRESS: at 22.33% examples, 500212 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:47,814 : INFO : EPOCH 1 - PROGRESS: at 22.86% examples, 500990 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:48,816 : INFO : EPOCH 1 - PROGRESS: at 23.35% examples, 502271 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:49,839 : INFO : EPOCH 1 - PROGRESS: at 23.90% examples, 501686 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:17:50,842 : INFO : EPOCH 1 - PROGRESS: at 24.49% examples, 501303 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:51,863 : INFO : EPOCH 1 - PROGRESS: at 24.98% examples, 501747 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:52,874 : INFO : EPOCH 1 - PROGRESS: at 25.47% examples, 502922 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:53,897 : INFO : EPOCH 1 - PROGRESS: at 26.00% examples, 503058 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:54,900 : INFO : EPOCH 1 - PROGRESS: at 26.57% examples, 502764 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:17:55,922 : INFO : EPOCH 1 - PROGRESS: at 27.10% examples, 503838 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:17:56,926 : INFO : EPOCH 1 - PROGRESS: at 27.62% examples, 504728 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:17:57,947 : INFO : EPOCH 1 - PROGRESS: at 28.13% examples, 505447 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:17:58,959 : INFO : EPOCH 1 - PROGRESS: at 28.66% examples, 505858 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:17:59,964 : INFO : EPOCH 1 - PROGRESS: at 29.24% examples, 504942 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:00,982 : INFO : EPOCH 1 - PROGRESS: at 29.80% examples, 503675 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:18:02,000 : INFO : EPOCH 1 - PROGRESS: at 30.39% examples, 502808 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:03,057 : INFO : EPOCH 1 - PROGRESS: at 30.89% examples, 503089 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:18:04,063 : INFO : EPOCH 1 - PROGRESS: at 31.43% examples, 503571 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:05,067 : INFO : EPOCH 1 - PROGRESS: at 31.87% examples, 504950 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:06,075 : INFO : EPOCH 1 - PROGRESS: at 32.32% examples, 505644 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:07,080 : INFO : EPOCH 1 - PROGRESS: at 32.79% examples, 506775 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:08,082 : INFO : EPOCH 1 - PROGRESS: at 33.28% examples, 507047 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:09,087 : INFO : EPOCH 1 - PROGRESS: at 33.68% examples, 508649 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:10,103 : INFO : EPOCH 1 - PROGRESS: at 34.08% examples, 510293 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:11,137 : INFO : EPOCH 1 - PROGRESS: at 34.59% examples, 510684 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:12,140 : INFO : EPOCH 1 - PROGRESS: at 35.16% examples, 510650 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:13,149 : INFO : EPOCH 1 - PROGRESS: at 35.67% examples, 510976 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:14,175 : INFO : EPOCH 1 - PROGRESS: at 36.05% examples, 512868 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:15,188 : INFO : EPOCH 1 - PROGRESS: at 36.55% examples, 513319 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:16,188 : INFO : EPOCH 1 - PROGRESS: at 37.07% examples, 512795 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:17,195 : INFO : EPOCH 1 - PROGRESS: at 37.55% examples, 513171 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:18,205 : INFO : EPOCH 1 - PROGRESS: at 37.86% examples, 515665 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:19,206 : INFO : EPOCH 1 - PROGRESS: at 38.30% examples, 516658 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:20,209 : INFO : EPOCH 1 - PROGRESS: at 38.71% examples, 517795 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:18:21,227 : INFO : EPOCH 1 - PROGRESS: at 39.12% examples, 519118 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:22,235 : INFO : EPOCH 1 - PROGRESS: at 39.57% examples, 519870 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:23,235 : INFO : EPOCH 1 - PROGRESS: at 39.92% examples, 521420 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:24,245 : INFO : EPOCH 1 - PROGRESS: at 40.25% examples, 523086 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:25,263 : INFO : EPOCH 1 - PROGRESS: at 40.56% examples, 524951 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:26,269 : INFO : EPOCH 1 - PROGRESS: at 40.90% examples, 526649 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:27,278 : INFO : EPOCH 1 - PROGRESS: at 41.23% examples, 528219 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:28,281 : INFO : EPOCH 1 - PROGRESS: at 41.56% examples, 529934 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:29,295 : INFO : EPOCH 1 - PROGRESS: at 42.03% examples, 530420 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:30,312 : INFO : EPOCH 1 - PROGRESS: at 42.45% examples, 531105 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:31,353 : INFO : EPOCH 1 - PROGRESS: at 42.97% examples, 530980 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:32,380 : INFO : EPOCH 1 - PROGRESS: at 43.40% examples, 531902 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:33,381 : INFO : EPOCH 1 - PROGRESS: at 43.85% examples, 532448 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:34,397 : INFO : EPOCH 1 - PROGRESS: at 44.32% examples, 533213 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:35,415 : INFO : EPOCH 1 - PROGRESS: at 44.82% examples, 533414 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:36,417 : INFO : EPOCH 1 - PROGRESS: at 45.29% examples, 534088 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:18:37,421 : INFO : EPOCH 1 - PROGRESS: at 45.78% examples, 534365 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:38,424 : INFO : EPOCH 1 - PROGRESS: at 46.24% examples, 535157 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:39,436 : INFO : EPOCH 1 - PROGRESS: at 46.68% examples, 535528 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:40,445 : INFO : EPOCH 1 - PROGRESS: at 47.18% examples, 535628 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:18:41,452 : INFO : EPOCH 1 - PROGRESS: at 47.65% examples, 535863 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:42,459 : INFO : EPOCH 1 - PROGRESS: at 48.07% examples, 536722 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:43,472 : INFO : EPOCH 1 - PROGRESS: at 48.56% examples, 536765 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:44,500 : INFO : EPOCH 1 - PROGRESS: at 49.09% examples, 536525 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:45,516 : INFO : EPOCH 1 - PROGRESS: at 49.46% examples, 537936 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:46,516 : INFO : EPOCH 1 - PROGRESS: at 49.93% examples, 538318 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:47,522 : INFO : EPOCH 1 - PROGRESS: at 50.44% examples, 538154 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:48,553 : INFO : EPOCH 1 - PROGRESS: at 50.96% examples, 538022 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:49,561 : INFO : EPOCH 1 - PROGRESS: at 51.43% examples, 538357 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:50,573 : INFO : EPOCH 1 - PROGRESS: at 51.91% examples, 538560 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:18:51,578 : INFO : EPOCH 1 - PROGRESS: at 52.39% examples, 538625 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:52,584 : INFO : EPOCH 1 - PROGRESS: at 52.88% examples, 538693 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:53,584 : INFO : EPOCH 1 - PROGRESS: at 53.31% examples, 539180 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:54,588 : INFO : EPOCH 1 - PROGRESS: at 53.80% examples, 539379 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:55,600 : INFO : EPOCH 1 - PROGRESS: at 54.32% examples, 539055 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:18:56,617 : INFO : EPOCH 1 - PROGRESS: at 54.81% examples, 539009 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:57,638 : INFO : EPOCH 1 - PROGRESS: at 55.32% examples, 538814 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:58,651 : INFO : EPOCH 1 - PROGRESS: at 55.61% examples, 539991 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:18:59,655 : INFO : EPOCH 1 - PROGRESS: at 55.90% examples, 541105 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:00,658 : INFO : EPOCH 1 - PROGRESS: at 56.23% examples, 541968 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:01,665 : INFO : EPOCH 1 - PROGRESS: at 56.54% examples, 542950 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:02,672 : INFO : EPOCH 1 - PROGRESS: at 56.87% examples, 543831 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:03,673 : INFO : EPOCH 1 - PROGRESS: at 57.25% examples, 544326 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:04,678 : INFO : EPOCH 1 - PROGRESS: at 57.62% examples, 544848 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:05,681 : INFO : EPOCH 1 - PROGRESS: at 57.94% examples, 545707 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:06,686 : INFO : EPOCH 1 - PROGRESS: at 58.21% examples, 546705 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:07,702 : INFO : EPOCH 1 - PROGRESS: at 58.55% examples, 547845 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:08,705 : INFO : EPOCH 1 - PROGRESS: at 58.89% examples, 548720 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:19:09,711 : INFO : EPOCH 1 - PROGRESS: at 59.15% examples, 549940 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:10,712 : INFO : EPOCH 1 - PROGRESS: at 59.49% examples, 550876 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:19:11,722 : INFO : EPOCH 1 - PROGRESS: at 59.81% examples, 551729 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:19:12,733 : INFO : EPOCH 1 - PROGRESS: at 60.06% examples, 552683 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:13,751 : INFO : EPOCH 1 - PROGRESS: at 60.28% examples, 552990 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:14,759 : INFO : EPOCH 1 - PROGRESS: at 60.53% examples, 554190 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:15,767 : INFO : EPOCH 1 - PROGRESS: at 60.79% examples, 555727 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:16,775 : INFO : EPOCH 1 - PROGRESS: at 61.15% examples, 556872 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:17,791 : INFO : EPOCH 1 - PROGRESS: at 61.49% examples, 558060 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:18,801 : INFO : EPOCH 1 - PROGRESS: at 61.83% examples, 559127 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:19,805 : INFO : EPOCH 1 - PROGRESS: at 62.20% examples, 560249 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:20,807 : INFO : EPOCH 1 - PROGRESS: at 62.54% examples, 561500 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:21,807 : INFO : EPOCH 1 - PROGRESS: at 62.87% examples, 562620 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:22,830 : INFO : EPOCH 1 - PROGRESS: at 63.20% examples, 563762 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:23,845 : INFO : EPOCH 1 - PROGRESS: at 63.56% examples, 564875 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:19:24,846 : INFO : EPOCH 1 - PROGRESS: at 63.89% examples, 566187 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:25,852 : INFO : EPOCH 1 - PROGRESS: at 64.15% examples, 567929 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:26,863 : INFO : EPOCH 1 - PROGRESS: at 64.49% examples, 568988 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:27,873 : INFO : EPOCH 1 - PROGRESS: at 64.90% examples, 569753 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:28,874 : INFO : EPOCH 1 - PROGRESS: at 65.25% examples, 570779 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:19:29,883 : INFO : EPOCH 1 - PROGRESS: at 65.69% examples, 571419 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:30,884 : INFO : EPOCH 1 - PROGRESS: at 66.08% examples, 572187 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:31,889 : INFO : EPOCH 1 - PROGRESS: at 66.47% examples, 572997 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:32,902 : INFO : EPOCH 1 - PROGRESS: at 66.86% examples, 573803 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:33,909 : INFO : EPOCH 1 - PROGRESS: at 67.27% examples, 574530 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:34,926 : INFO : EPOCH 1 - PROGRESS: at 67.64% examples, 575360 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:35,935 : INFO : EPOCH 1 - PROGRESS: at 68.00% examples, 576225 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:36,938 : INFO : EPOCH 1 - PROGRESS: at 68.39% examples, 576947 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:37,957 : INFO : EPOCH 1 - PROGRESS: at 68.78% examples, 577697 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:38,961 : INFO : EPOCH 1 - PROGRESS: at 69.22% examples, 578533 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:39,970 : INFO : EPOCH 1 - PROGRESS: at 69.63% examples, 579241 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:40,974 : INFO : EPOCH 1 - PROGRESS: at 70.01% examples, 579851 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:41,980 : INFO : EPOCH 1 - PROGRESS: at 70.41% examples, 580557 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:42,990 : INFO : EPOCH 1 - PROGRESS: at 70.81% examples, 581208 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:43,994 : INFO : EPOCH 1 - PROGRESS: at 71.24% examples, 581940 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:44,997 : INFO : EPOCH 1 - PROGRESS: at 71.62% examples, 582678 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:19:46,009 : INFO : EPOCH 1 - PROGRESS: at 72.04% examples, 583145 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:47,019 : INFO : EPOCH 1 - PROGRESS: at 72.47% examples, 583713 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:48,026 : INFO : EPOCH 1 - PROGRESS: at 72.90% examples, 584227 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:49,034 : INFO : EPOCH 1 - PROGRESS: at 73.27% examples, 584531 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:50,035 : INFO : EPOCH 1 - PROGRESS: at 73.63% examples, 584723 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:51,040 : INFO : EPOCH 1 - PROGRESS: at 74.03% examples, 584888 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:52,049 : INFO : EPOCH 1 - PROGRESS: at 74.40% examples, 585051 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:53,066 : INFO : EPOCH 1 - PROGRESS: at 74.73% examples, 585442 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:54,072 : INFO : EPOCH 1 - PROGRESS: at 75.06% examples, 585846 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:55,090 : INFO : EPOCH 1 - PROGRESS: at 75.42% examples, 586148 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:19:56,096 : INFO : EPOCH 1 - PROGRESS: at 75.72% examples, 586685 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:57,103 : INFO : EPOCH 1 - PROGRESS: at 76.04% examples, 587144 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:58,105 : INFO : EPOCH 1 - PROGRESS: at 76.39% examples, 587380 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:19:59,108 : INFO : EPOCH 1 - PROGRESS: at 76.75% examples, 587629 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:00,113 : INFO : EPOCH 1 - PROGRESS: at 77.12% examples, 587865 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:01,119 : INFO : EPOCH 1 - PROGRESS: at 77.47% examples, 588165 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:20:02,120 : INFO : EPOCH 1 - PROGRESS: at 77.79% examples, 588472 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:03,133 : INFO : EPOCH 1 - PROGRESS: at 78.08% examples, 588978 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:04,137 : INFO : EPOCH 1 - PROGRESS: at 78.41% examples, 589269 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:05,168 : INFO : EPOCH 1 - PROGRESS: at 78.76% examples, 589488 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:06,186 : INFO : EPOCH 1 - PROGRESS: at 79.10% examples, 589863 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:07,199 : INFO : EPOCH 1 - PROGRESS: at 79.41% examples, 590268 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:08,208 : INFO : EPOCH 1 - PROGRESS: at 79.74% examples, 590559 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:09,230 : INFO : EPOCH 1 - PROGRESS: at 80.04% examples, 591027 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:10,232 : INFO : EPOCH 1 - PROGRESS: at 80.43% examples, 591090 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:11,234 : INFO : EPOCH 1 - PROGRESS: at 80.75% examples, 591381 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:12,236 : INFO : EPOCH 1 - PROGRESS: at 81.02% examples, 591947 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:13,237 : INFO : EPOCH 1 - PROGRESS: at 81.35% examples, 592230 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:14,238 : INFO : EPOCH 1 - PROGRESS: at 81.59% examples, 592816 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:15,256 : INFO : EPOCH 1 - PROGRESS: at 81.92% examples, 593111 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:16,271 : INFO : EPOCH 1 - PROGRESS: at 82.29% examples, 593323 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:17,280 : INFO : EPOCH 1 - PROGRESS: at 82.60% examples, 593664 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:20:18,284 : INFO : EPOCH 1 - PROGRESS: at 82.92% examples, 593928 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:19,294 : INFO : EPOCH 1 - PROGRESS: at 83.28% examples, 594127 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:20,299 : INFO : EPOCH 1 - PROGRESS: at 83.63% examples, 594389 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:21,307 : INFO : EPOCH 1 - PROGRESS: at 83.93% examples, 594814 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:22,316 : INFO : EPOCH 1 - PROGRESS: at 84.25% examples, 595025 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:23,317 : INFO : EPOCH 1 - PROGRESS: at 84.51% examples, 595502 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:24,327 : INFO : EPOCH 1 - PROGRESS: at 84.86% examples, 595760 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:25,344 : INFO : EPOCH 1 - PROGRESS: at 85.20% examples, 595919 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:26,362 : INFO : EPOCH 1 - PROGRESS: at 85.57% examples, 596115 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:27,371 : INFO : EPOCH 1 - PROGRESS: at 85.92% examples, 596318 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:28,381 : INFO : EPOCH 1 - PROGRESS: at 86.23% examples, 596612 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:29,386 : INFO : EPOCH 1 - PROGRESS: at 86.56% examples, 596940 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:30,387 : INFO : EPOCH 1 - PROGRESS: at 86.85% examples, 597278 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:31,401 : INFO : EPOCH 1 - PROGRESS: at 87.17% examples, 597577 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:32,401 : INFO : EPOCH 1 - PROGRESS: at 87.50% examples, 597784 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:33,402 : INFO : EPOCH 1 - PROGRESS: at 87.79% examples, 598186 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:34,407 : INFO : EPOCH 1 - PROGRESS: at 88.10% examples, 598561 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:20:35,417 : INFO : EPOCH 1 - PROGRESS: at 88.43% examples, 598802 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:36,426 : INFO : EPOCH 1 - PROGRESS: at 88.73% examples, 599173 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:37,428 : INFO : EPOCH 1 - PROGRESS: at 89.05% examples, 599452 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:38,434 : INFO : EPOCH 1 - PROGRESS: at 89.37% examples, 599748 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:20:39,435 : INFO : EPOCH 1 - PROGRESS: at 89.75% examples, 599855 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:40,444 : INFO : EPOCH 1 - PROGRESS: at 90.08% examples, 600046 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:41,450 : INFO : EPOCH 1 - PROGRESS: at 90.41% examples, 600302 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:20:42,455 : INFO : EPOCH 1 - PROGRESS: at 90.77% examples, 600485 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:43,461 : INFO : EPOCH 1 - PROGRESS: at 90.91% examples, 601477 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:44,466 : INFO : EPOCH 1 - PROGRESS: at 91.29% examples, 601902 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:45,469 : INFO : EPOCH 1 - PROGRESS: at 91.65% examples, 602450 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:46,487 : INFO : EPOCH 1 - PROGRESS: at 91.99% examples, 602947 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:47,495 : INFO : EPOCH 1 - PROGRESS: at 92.41% examples, 603327 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:48,510 : INFO : EPOCH 1 - PROGRESS: at 92.75% examples, 603849 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:49,515 : INFO : EPOCH 1 - PROGRESS: at 93.09% examples, 604420 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:50,530 : INFO : EPOCH 1 - PROGRESS: at 93.50% examples, 604778 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:51,541 : INFO : EPOCH 1 - PROGRESS: at 93.86% examples, 605255 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:20:52,547 : INFO : EPOCH 1 - PROGRESS: at 94.22% examples, 605769 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:53,553 : INFO : EPOCH 1 - PROGRESS: at 94.58% examples, 606204 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:54,555 : INFO : EPOCH 1 - PROGRESS: at 94.96% examples, 606638 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:20:55,559 : INFO : EPOCH 1 - PROGRESS: at 95.33% examples, 607081 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:56,565 : INFO : EPOCH 1 - PROGRESS: at 95.69% examples, 607489 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:57,571 : INFO : EPOCH 1 - PROGRESS: at 96.07% examples, 607903 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:58,583 : INFO : EPOCH 1 - PROGRESS: at 96.37% examples, 608451 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:20:59,584 : INFO : EPOCH 1 - PROGRESS: at 96.73% examples, 608884 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:00,586 : INFO : EPOCH 1 - PROGRESS: at 97.07% examples, 609386 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:01,606 : INFO : EPOCH 1 - PROGRESS: at 97.45% examples, 609780 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:02,609 : INFO : EPOCH 1 - PROGRESS: at 97.80% examples, 610290 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:03,624 : INFO : EPOCH 1 - PROGRESS: at 98.13% examples, 610795 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:04,630 : INFO : EPOCH 1 - PROGRESS: at 98.47% examples, 611329 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:05,632 : INFO : EPOCH 1 - PROGRESS: at 98.81% examples, 611827 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:06,633 : INFO : EPOCH 1 - PROGRESS: at 99.02% examples, 612614 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:07,636 : INFO : EPOCH 1 - PROGRESS: at 99.42% examples, 612971 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:08,664 : INFO : EPOCH 1 - PROGRESS: at 99.79% examples, 613091 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:09,152 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 15:21:09,167 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 15:21:09,174 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 15:21:09,179 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 15:21:09,180 : INFO : EPOCH - 1 : training on 206654289 raw words (151584981 effective words) took 247.2s, 613184 effective words/s
2020-08-16 15:21:10,202 : INFO : EPOCH 2 - PROGRESS: at 0.51% examples, 452213 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:11,209 : INFO : EPOCH 2 - PROGRESS: at 0.92% examples, 503816 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:12,227 : INFO : EPOCH 2 - PROGRESS: at 1.36% examples, 522222 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:21:13,235 : INFO : EPOCH 2 - PROGRESS: at 1.76% examples, 514883 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:14,256 : INFO : EPOCH 2 - PROGRESS: at 2.22% examples, 526011 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:21:15,259 : INFO : EPOCH 2 - PROGRESS: at 2.79% examples, 531910 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:16,267 : INFO : EPOCH 2 - PROGRESS: at 3.28% examples, 531075 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:17,297 : INFO : EPOCH 2 - PROGRESS: at 3.74% examples, 531645 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:18,302 : INFO : EPOCH 2 - PROGRESS: at 4.34% examples, 514972 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:19,303 : INFO : EPOCH 2 - PROGRESS: at 4.80% examples, 518987 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:20,321 : INFO : EPOCH 2 - PROGRESS: at 5.24% examples, 525955 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:21,324 : INFO : EPOCH 2 - PROGRESS: at 5.82% examples, 522330 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:22,334 : INFO : EPOCH 2 - PROGRESS: at 6.24% examples, 527937 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:23,360 : INFO : EPOCH 2 - PROGRESS: at 6.78% examples, 522812 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:24,363 : INFO : EPOCH 2 - PROGRESS: at 7.17% examples, 533303 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:25,374 : INFO : EPOCH 2 - PROGRESS: at 7.69% examples, 531150 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:26,487 : INFO : EPOCH 2 - PROGRESS: at 8.13% examples, 522720 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:27,509 : INFO : EPOCH 2 - PROGRESS: at 8.74% examples, 499230 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:28,590 : INFO : EPOCH 2 - PROGRESS: at 9.30% examples, 481473 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:29,594 : INFO : EPOCH 2 - PROGRESS: at 9.87% examples, 463947 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:30,637 : INFO : EPOCH 2 - PROGRESS: at 10.40% examples, 465029 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:21:31,640 : INFO : EPOCH 2 - PROGRESS: at 11.00% examples, 464835 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:21:32,648 : INFO : EPOCH 2 - PROGRESS: at 11.49% examples, 469916 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:33,655 : INFO : EPOCH 2 - PROGRESS: at 11.95% examples, 474720 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:34,676 : INFO : EPOCH 2 - PROGRESS: at 12.42% examples, 479616 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:35,706 : INFO : EPOCH 2 - PROGRESS: at 12.96% examples, 479395 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:36,710 : INFO : EPOCH 2 - PROGRESS: at 13.46% examples, 482307 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:37,721 : INFO : EPOCH 2 - PROGRESS: at 13.98% examples, 483476 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:38,732 : INFO : EPOCH 2 - PROGRESS: at 14.51% examples, 484731 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:39,755 : INFO : EPOCH 2 - PROGRESS: at 15.06% examples, 485201 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:40,758 : INFO : EPOCH 2 - PROGRESS: at 15.50% examples, 489443 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:41,770 : INFO : EPOCH 2 - PROGRESS: at 16.02% examples, 489602 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:42,786 : INFO : EPOCH 2 - PROGRESS: at 16.56% examples, 490075 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:43,796 : INFO : EPOCH 2 - PROGRESS: at 17.08% examples, 492321 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:44,803 : INFO : EPOCH 2 - PROGRESS: at 17.60% examples, 493286 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:21:45,819 : INFO : EPOCH 2 - PROGRESS: at 18.15% examples, 493704 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:46,820 : INFO : EPOCH 2 - PROGRESS: at 18.76% examples, 493944 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:47,820 : INFO : EPOCH 2 - PROGRESS: at 19.27% examples, 496731 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:48,836 : INFO : EPOCH 2 - PROGRESS: at 19.77% examples, 498082 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:49,853 : INFO : EPOCH 2 - PROGRESS: at 20.27% examples, 499911 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:50,856 : INFO : EPOCH 2 - PROGRESS: at 20.83% examples, 500130 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:51,868 : INFO : EPOCH 2 - PROGRESS: at 21.32% examples, 501686 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:52,872 : INFO : EPOCH 2 - PROGRESS: at 21.82% examples, 502431 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:53,877 : INFO : EPOCH 2 - PROGRESS: at 22.38% examples, 502353 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:21:54,892 : INFO : EPOCH 2 - PROGRESS: at 22.89% examples, 503215 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:55,897 : INFO : EPOCH 2 - PROGRESS: at 23.38% examples, 504311 words/s, in_qsize 8, out_qsize 1
2020-08-16 15:21:56,901 : INFO : EPOCH 2 - PROGRESS: at 23.94% examples, 504075 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:21:57,954 : INFO : EPOCH 2 - PROGRESS: at 24.54% examples, 503208 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:58,971 : INFO : EPOCH 2 - PROGRESS: at 25.05% examples, 504154 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:21:59,981 : INFO : EPOCH 2 - PROGRESS: at 25.53% examples, 505349 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:00,996 : INFO : EPOCH 2 - PROGRESS: at 26.06% examples, 505272 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:22:01,997 : INFO : EPOCH 2 - PROGRESS: at 26.63% examples, 505035 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:03,004 : INFO : EPOCH 2 - PROGRESS: at 27.15% examples, 506265 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:04,008 : INFO : EPOCH 2 - PROGRESS: at 27.67% examples, 506974 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:05,009 : INFO : EPOCH 2 - PROGRESS: at 28.18% examples, 507692 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:22:06,010 : INFO : EPOCH 2 - PROGRESS: at 28.70% examples, 508051 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:07,010 : INFO : EPOCH 2 - PROGRESS: at 29.25% examples, 506641 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:08,012 : INFO : EPOCH 2 - PROGRESS: at 29.81% examples, 505352 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:09,021 : INFO : EPOCH 2 - PROGRESS: at 30.38% examples, 504182 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:10,026 : INFO : EPOCH 2 - PROGRESS: at 30.87% examples, 504855 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:11,027 : INFO : EPOCH 2 - PROGRESS: at 31.40% examples, 504993 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:12,038 : INFO : EPOCH 2 - PROGRESS: at 31.83% examples, 506280 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:22:13,051 : INFO : EPOCH 2 - PROGRESS: at 32.29% examples, 507037 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:22:14,061 : INFO : EPOCH 2 - PROGRESS: at 32.78% examples, 508179 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:15,063 : INFO : EPOCH 2 - PROGRESS: at 33.27% examples, 508518 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:16,064 : INFO : EPOCH 2 - PROGRESS: at 33.68% examples, 510224 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:22:17,066 : INFO : EPOCH 2 - PROGRESS: at 34.07% examples, 512057 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:18,071 : INFO : EPOCH 2 - PROGRESS: at 34.56% examples, 512410 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:19,082 : INFO : EPOCH 2 - PROGRESS: at 35.13% examples, 512180 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:20,083 : INFO : EPOCH 2 - PROGRESS: at 35.65% examples, 512354 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:21,086 : INFO : EPOCH 2 - PROGRESS: at 36.02% examples, 514537 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:22,095 : INFO : EPOCH 2 - PROGRESS: at 36.51% examples, 514887 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:23,102 : INFO : EPOCH 2 - PROGRESS: at 37.04% examples, 514541 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:22:24,110 : INFO : EPOCH 2 - PROGRESS: at 37.53% examples, 514749 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:25,112 : INFO : EPOCH 2 - PROGRESS: at 37.85% examples, 517256 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:26,117 : INFO : EPOCH 2 - PROGRESS: at 38.28% examples, 518327 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:27,139 : INFO : EPOCH 2 - PROGRESS: at 38.71% examples, 519512 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:28,139 : INFO : EPOCH 2 - PROGRESS: at 39.12% examples, 521027 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:22:29,159 : INFO : EPOCH 2 - PROGRESS: at 39.57% examples, 521776 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:30,163 : INFO : EPOCH 2 - PROGRESS: at 39.93% examples, 523460 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:31,172 : INFO : EPOCH 2 - PROGRESS: at 40.26% examples, 525277 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:32,174 : INFO : EPOCH 2 - PROGRESS: at 40.58% examples, 527305 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:33,184 : INFO : EPOCH 2 - PROGRESS: at 40.92% examples, 529056 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:34,184 : INFO : EPOCH 2 - PROGRESS: at 41.26% examples, 530814 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:35,190 : INFO : EPOCH 2 - PROGRESS: at 41.59% examples, 532628 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:22:36,200 : INFO : EPOCH 2 - PROGRESS: at 42.07% examples, 533108 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:37,218 : INFO : EPOCH 2 - PROGRESS: at 42.52% examples, 533826 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:38,220 : INFO : EPOCH 2 - PROGRESS: at 43.01% examples, 533725 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:39,241 : INFO : EPOCH 2 - PROGRESS: at 43.43% examples, 534642 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:40,266 : INFO : EPOCH 2 - PROGRESS: at 43.92% examples, 535077 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:41,274 : INFO : EPOCH 2 - PROGRESS: at 44.37% examples, 535831 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:42,276 : INFO : EPOCH 2 - PROGRESS: at 44.88% examples, 536214 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:43,283 : INFO : EPOCH 2 - PROGRESS: at 45.35% examples, 536692 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:44,299 : INFO : EPOCH 2 - PROGRESS: at 45.83% examples, 536976 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:45,330 : INFO : EPOCH 2 - PROGRESS: at 46.30% examples, 537627 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:46,357 : INFO : EPOCH 2 - PROGRESS: at 46.76% examples, 538279 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:47,358 : INFO : EPOCH 2 - PROGRESS: at 47.28% examples, 538190 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:48,389 : INFO : EPOCH 2 - PROGRESS: at 47.75% examples, 538559 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:49,395 : INFO : EPOCH 2 - PROGRESS: at 48.15% examples, 539605 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:50,398 : INFO : EPOCH 2 - PROGRESS: at 48.66% examples, 539473 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:51,418 : INFO : EPOCH 2 - PROGRESS: at 49.20% examples, 539206 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:52,428 : INFO : EPOCH 2 - PROGRESS: at 49.57% examples, 540730 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:53,437 : INFO : EPOCH 2 - PROGRESS: at 50.05% examples, 540413 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:54,455 : INFO : EPOCH 2 - PROGRESS: at 50.55% examples, 540697 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:55,483 : INFO : EPOCH 2 - PROGRESS: at 51.05% examples, 540662 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:56,488 : INFO : EPOCH 2 - PROGRESS: at 51.52% examples, 540942 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:22:57,490 : INFO : EPOCH 2 - PROGRESS: at 52.02% examples, 540996 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:58,508 : INFO : EPOCH 2 - PROGRESS: at 52.52% examples, 540944 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:22:59,510 : INFO : EPOCH 2 - PROGRESS: at 52.96% examples, 541444 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:23:00,529 : INFO : EPOCH 2 - PROGRESS: at 53.43% examples, 541743 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:01,541 : INFO : EPOCH 2 - PROGRESS: at 53.93% examples, 541650 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:23:02,558 : INFO : EPOCH 2 - PROGRESS: at 54.46% examples, 541417 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:03,559 : INFO : EPOCH 2 - PROGRESS: at 54.93% examples, 541671 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:04,570 : INFO : EPOCH 2 - PROGRESS: at 55.43% examples, 541431 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:05,590 : INFO : EPOCH 2 - PROGRESS: at 55.68% examples, 542943 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:06,596 : INFO : EPOCH 2 - PROGRESS: at 56.01% examples, 544025 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:07,614 : INFO : EPOCH 2 - PROGRESS: at 56.35% examples, 544953 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:08,622 : INFO : EPOCH 2 - PROGRESS: at 56.63% examples, 545791 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:23:09,625 : INFO : EPOCH 2 - PROGRESS: at 56.98% examples, 546502 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:10,643 : INFO : EPOCH 2 - PROGRESS: at 57.35% examples, 546606 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:11,650 : INFO : EPOCH 2 - PROGRESS: at 57.67% examples, 546973 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:12,658 : INFO : EPOCH 2 - PROGRESS: at 57.98% examples, 547505 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:13,672 : INFO : EPOCH 2 - PROGRESS: at 58.23% examples, 548049 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:14,672 : INFO : EPOCH 2 - PROGRESS: at 58.50% examples, 548343 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:15,677 : INFO : EPOCH 2 - PROGRESS: at 58.85% examples, 549062 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:16,687 : INFO : EPOCH 2 - PROGRESS: at 59.14% examples, 550752 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:17,688 : INFO : EPOCH 2 - PROGRESS: at 59.50% examples, 552066 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:18,700 : INFO : EPOCH 2 - PROGRESS: at 59.84% examples, 553410 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:19,705 : INFO : EPOCH 2 - PROGRESS: at 60.11% examples, 555159 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:20,720 : INFO : EPOCH 2 - PROGRESS: at 60.40% examples, 556813 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:21,724 : INFO : EPOCH 2 - PROGRESS: at 60.68% examples, 558518 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:23:22,724 : INFO : EPOCH 2 - PROGRESS: at 61.00% examples, 560047 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:23:23,748 : INFO : EPOCH 2 - PROGRESS: at 61.36% examples, 561164 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:24,763 : INFO : EPOCH 2 - PROGRESS: at 61.71% examples, 562408 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:23:25,767 : INFO : EPOCH 2 - PROGRESS: at 62.07% examples, 563595 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:26,773 : INFO : EPOCH 2 - PROGRESS: at 62.44% examples, 564735 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:23:27,774 : INFO : EPOCH 2 - PROGRESS: at 62.77% examples, 565992 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:28,779 : INFO : EPOCH 2 - PROGRESS: at 63.09% examples, 567356 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:29,784 : INFO : EPOCH 2 - PROGRESS: at 63.46% examples, 568371 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:23:30,789 : INFO : EPOCH 2 - PROGRESS: at 63.83% examples, 569499 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:31,811 : INFO : EPOCH 2 - PROGRESS: at 64.06% examples, 571645 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:32,825 : INFO : EPOCH 2 - PROGRESS: at 64.41% examples, 572841 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:33,843 : INFO : EPOCH 2 - PROGRESS: at 64.82% examples, 573671 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:23:34,848 : INFO : EPOCH 2 - PROGRESS: at 65.18% examples, 574771 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:35,861 : INFO : EPOCH 2 - PROGRESS: at 65.62% examples, 575402 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:36,861 : INFO : EPOCH 2 - PROGRESS: at 66.01% examples, 576271 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:37,868 : INFO : EPOCH 2 - PROGRESS: at 66.41% examples, 577115 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:38,883 : INFO : EPOCH 2 - PROGRESS: at 66.81% examples, 577909 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:39,891 : INFO : EPOCH 2 - PROGRESS: at 67.22% examples, 578667 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:40,906 : INFO : EPOCH 2 - PROGRESS: at 67.59% examples, 579541 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:23:41,912 : INFO : EPOCH 2 - PROGRESS: at 67.96% examples, 580477 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:42,918 : INFO : EPOCH 2 - PROGRESS: at 68.37% examples, 581356 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:23:43,923 : INFO : EPOCH 2 - PROGRESS: at 68.77% examples, 582142 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:23:44,930 : INFO : EPOCH 2 - PROGRESS: at 69.19% examples, 582906 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:45,931 : INFO : EPOCH 2 - PROGRESS: at 69.61% examples, 583659 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:46,932 : INFO : EPOCH 2 - PROGRESS: at 70.00% examples, 584436 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:47,942 : INFO : EPOCH 2 - PROGRESS: at 70.40% examples, 585104 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:23:48,961 : INFO : EPOCH 2 - PROGRESS: at 70.81% examples, 585742 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:49,961 : INFO : EPOCH 2 - PROGRESS: at 71.24% examples, 586514 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:50,972 : INFO : EPOCH 2 - PROGRESS: at 71.62% examples, 587243 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:51,978 : INFO : EPOCH 2 - PROGRESS: at 72.04% examples, 587612 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:52,989 : INFO : EPOCH 2 - PROGRESS: at 72.43% examples, 587801 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:53,991 : INFO : EPOCH 2 - PROGRESS: at 72.81% examples, 587918 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:55,014 : INFO : EPOCH 2 - PROGRESS: at 73.19% examples, 588079 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:56,015 : INFO : EPOCH 2 - PROGRESS: at 73.56% examples, 588325 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:57,031 : INFO : EPOCH 2 - PROGRESS: at 73.96% examples, 588468 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:58,039 : INFO : EPOCH 2 - PROGRESS: at 74.34% examples, 588660 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:23:59,044 : INFO : EPOCH 2 - PROGRESS: at 74.67% examples, 589010 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:00,056 : INFO : EPOCH 2 - PROGRESS: at 75.00% examples, 589357 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:01,072 : INFO : EPOCH 2 - PROGRESS: at 75.35% examples, 589693 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:02,085 : INFO : EPOCH 2 - PROGRESS: at 75.67% examples, 590321 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:03,102 : INFO : EPOCH 2 - PROGRESS: at 76.01% examples, 590750 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:04,118 : INFO : EPOCH 2 - PROGRESS: at 76.36% examples, 591089 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:24:05,125 : INFO : EPOCH 2 - PROGRESS: at 76.74% examples, 591407 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:06,126 : INFO : EPOCH 2 - PROGRESS: at 77.11% examples, 591724 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:07,131 : INFO : EPOCH 2 - PROGRESS: at 77.45% examples, 592014 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:08,139 : INFO : EPOCH 2 - PROGRESS: at 77.79% examples, 592400 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:24:09,141 : INFO : EPOCH 2 - PROGRESS: at 78.08% examples, 592965 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:10,143 : INFO : EPOCH 2 - PROGRESS: at 78.42% examples, 593282 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:11,145 : INFO : EPOCH 2 - PROGRESS: at 78.76% examples, 593538 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:12,150 : INFO : EPOCH 2 - PROGRESS: at 79.10% examples, 593898 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:24:13,154 : INFO : EPOCH 2 - PROGRESS: at 79.41% examples, 594311 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:14,163 : INFO : EPOCH 2 - PROGRESS: at 79.74% examples, 594625 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:15,173 : INFO : EPOCH 2 - PROGRESS: at 80.04% examples, 595071 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:16,188 : INFO : EPOCH 2 - PROGRESS: at 80.44% examples, 595150 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:17,197 : INFO : EPOCH 2 - PROGRESS: at 80.76% examples, 595478 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:18,199 : INFO : EPOCH 2 - PROGRESS: at 81.03% examples, 596051 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:19,210 : INFO : EPOCH 2 - PROGRESS: at 81.37% examples, 596357 words/s, in_qsize 7, out_qsize 1
2020-08-16 15:24:20,223 : INFO : EPOCH 2 - PROGRESS: at 81.62% examples, 596932 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:21,231 : INFO : EPOCH 2 - PROGRESS: at 81.96% examples, 597198 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:24:22,237 : INFO : EPOCH 2 - PROGRESS: at 82.31% examples, 597403 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:23,238 : INFO : EPOCH 2 - PROGRESS: at 82.63% examples, 597809 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:24,265 : INFO : EPOCH 2 - PROGRESS: at 82.97% examples, 598090 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:25,277 : INFO : EPOCH 2 - PROGRESS: at 83.30% examples, 598388 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:26,290 : INFO : EPOCH 2 - PROGRESS: at 83.67% examples, 598578 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:27,298 : INFO : EPOCH 2 - PROGRESS: at 83.96% examples, 598963 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:28,311 : INFO : EPOCH 2 - PROGRESS: at 84.31% examples, 599218 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:29,319 : INFO : EPOCH 2 - PROGRESS: at 84.58% examples, 599620 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:30,324 : INFO : EPOCH 2 - PROGRESS: at 84.93% examples, 599829 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:31,330 : INFO : EPOCH 2 - PROGRESS: at 85.26% examples, 600162 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:32,340 : INFO : EPOCH 2 - PROGRESS: at 85.63% examples, 600314 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:33,344 : INFO : EPOCH 2 - PROGRESS: at 85.97% examples, 600584 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:34,354 : INFO : EPOCH 2 - PROGRESS: at 86.29% examples, 600901 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:35,360 : INFO : EPOCH 2 - PROGRESS: at 86.62% examples, 601321 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:36,379 : INFO : EPOCH 2 - PROGRESS: at 86.94% examples, 601566 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:24:37,384 : INFO : EPOCH 2 - PROGRESS: at 87.24% examples, 601960 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:24:38,392 : INFO : EPOCH 2 - PROGRESS: at 87.60% examples, 602166 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:39,417 : INFO : EPOCH 2 - PROGRESS: at 87.89% examples, 602618 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:40,436 : INFO : EPOCH 2 - PROGRESS: at 88.22% examples, 602947 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:41,448 : INFO : EPOCH 2 - PROGRESS: at 88.53% examples, 603242 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:42,450 : INFO : EPOCH 2 - PROGRESS: at 88.85% examples, 603576 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:24:43,457 : INFO : EPOCH 2 - PROGRESS: at 89.16% examples, 603856 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:44,471 : INFO : EPOCH 2 - PROGRESS: at 89.51% examples, 604072 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:45,483 : INFO : EPOCH 2 - PROGRESS: at 89.86% examples, 604303 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:46,485 : INFO : EPOCH 2 - PROGRESS: at 90.21% examples, 604480 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:47,487 : INFO : EPOCH 2 - PROGRESS: at 90.56% examples, 604702 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:48,488 : INFO : EPOCH 2 - PROGRESS: at 90.81% examples, 605197 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:49,506 : INFO : EPOCH 2 - PROGRESS: at 91.04% examples, 605795 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:50,522 : INFO : EPOCH 2 - PROGRESS: at 91.38% examples, 606008 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:24:51,523 : INFO : EPOCH 2 - PROGRESS: at 91.73% examples, 606252 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:24:52,528 : INFO : EPOCH 2 - PROGRESS: at 92.03% examples, 606484 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:53,553 : INFO : EPOCH 2 - PROGRESS: at 92.42% examples, 606552 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:54,554 : INFO : EPOCH 2 - PROGRESS: at 92.74% examples, 606909 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:55,561 : INFO : EPOCH 2 - PROGRESS: at 93.05% examples, 607210 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:56,568 : INFO : EPOCH 2 - PROGRESS: at 93.42% examples, 607256 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:57,569 : INFO : EPOCH 2 - PROGRESS: at 93.76% examples, 607460 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:58,578 : INFO : EPOCH 2 - PROGRESS: at 94.10% examples, 607683 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:24:59,599 : INFO : EPOCH 2 - PROGRESS: at 94.41% examples, 607960 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:25:00,610 : INFO : EPOCH 2 - PROGRESS: at 94.77% examples, 608098 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:01,611 : INFO : EPOCH 2 - PROGRESS: at 95.11% examples, 608251 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:02,612 : INFO : EPOCH 2 - PROGRESS: at 95.44% examples, 608464 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:03,612 : INFO : EPOCH 2 - PROGRESS: at 95.78% examples, 608677 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:04,621 : INFO : EPOCH 2 - PROGRESS: at 96.13% examples, 608776 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:05,629 : INFO : EPOCH 2 - PROGRESS: at 96.41% examples, 609144 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:06,632 : INFO : EPOCH 2 - PROGRESS: at 96.74% examples, 609354 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:07,633 : INFO : EPOCH 2 - PROGRESS: at 97.05% examples, 609678 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:08,645 : INFO : EPOCH 2 - PROGRESS: at 97.39% examples, 609689 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:09,647 : INFO : EPOCH 2 - PROGRESS: at 97.70% examples, 609723 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:25:10,648 : INFO : EPOCH 2 - PROGRESS: at 97.96% examples, 609885 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:25:11,669 : INFO : EPOCH 2 - PROGRESS: at 98.29% examples, 609811 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:12,676 : INFO : EPOCH 2 - PROGRESS: at 98.55% examples, 609880 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:13,676 : INFO : EPOCH 2 - PROGRESS: at 98.82% examples, 609826 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:14,692 : INFO : EPOCH 2 - PROGRESS: at 99.02% examples, 610376 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:15,698 : INFO : EPOCH 2 - PROGRESS: at 99.40% examples, 610764 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:25:16,706 : INFO : EPOCH 2 - PROGRESS: at 99.80% examples, 611113 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:17,134 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 15:25:17,155 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 15:25:17,165 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 15:25:17,166 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 15:25:17,167 : INFO : EPOCH - 2 : training on 206654289 raw words (151582350 effective words) took 248.0s, 611261 effective words/s
2020-08-16 15:25:18,183 : INFO : EPOCH 3 - PROGRESS: at 0.55% examples, 505512 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:19,204 : INFO : EPOCH 3 - PROGRESS: at 1.00% examples, 562954 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:20,207 : INFO : EPOCH 3 - PROGRESS: at 1.48% examples, 581684 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:21,210 : INFO : EPOCH 3 - PROGRESS: at 1.96% examples, 582075 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:22,244 : INFO : EPOCH 3 - PROGRESS: at 2.47% examples, 575474 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:25:23,252 : INFO : EPOCH 3 - PROGRESS: at 2.98% examples, 567198 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:24,261 : INFO : EPOCH 3 - PROGRESS: at 3.46% examples, 569525 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:25,293 : INFO : EPOCH 3 - PROGRESS: at 3.99% examples, 545083 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:26,307 : INFO : EPOCH 3 - PROGRESS: at 4.52% examples, 539972 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:27,320 : INFO : EPOCH 3 - PROGRESS: at 4.98% examples, 543960 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:28,367 : INFO : EPOCH 3 - PROGRESS: at 5.51% examples, 541537 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:29,370 : INFO : EPOCH 3 - PROGRESS: at 6.02% examples, 543657 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:30,384 : INFO : EPOCH 3 - PROGRESS: at 6.51% examples, 540575 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:31,386 : INFO : EPOCH 3 - PROGRESS: at 7.03% examples, 540303 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:32,408 : INFO : EPOCH 3 - PROGRESS: at 7.40% examples, 546475 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:33,432 : INFO : EPOCH 3 - PROGRESS: at 7.93% examples, 544790 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:25:34,509 : INFO : EPOCH 3 - PROGRESS: at 8.36% examples, 524032 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:35,516 : INFO : EPOCH 3 - PROGRESS: at 8.97% examples, 500916 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:36,549 : INFO : EPOCH 3 - PROGRESS: at 9.49% examples, 484263 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:37,551 : INFO : EPOCH 3 - PROGRESS: at 10.07% examples, 473862 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:25:38,554 : INFO : EPOCH 3 - PROGRESS: at 10.61% examples, 473767 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:39,555 : INFO : EPOCH 3 - PROGRESS: at 11.18% examples, 474234 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:25:40,563 : INFO : EPOCH 3 - PROGRESS: at 11.61% examples, 480114 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:41,567 : INFO : EPOCH 3 - PROGRESS: at 12.12% examples, 483687 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:42,585 : INFO : EPOCH 3 - PROGRESS: at 12.61% examples, 486418 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:43,585 : INFO : EPOCH 3 - PROGRESS: at 13.11% examples, 487964 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:44,589 : INFO : EPOCH 3 - PROGRESS: at 13.62% examples, 490257 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:45,608 : INFO : EPOCH 3 - PROGRESS: at 14.14% examples, 490800 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:46,619 : INFO : EPOCH 3 - PROGRESS: at 14.66% examples, 492780 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:25:47,637 : INFO : EPOCH 3 - PROGRESS: at 15.22% examples, 492455 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:25:48,648 : INFO : EPOCH 3 - PROGRESS: at 15.66% examples, 495786 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:49,655 : INFO : EPOCH 3 - PROGRESS: at 16.19% examples, 496002 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:50,666 : INFO : EPOCH 3 - PROGRESS: at 16.76% examples, 496167 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:51,671 : INFO : EPOCH 3 - PROGRESS: at 17.22% examples, 498926 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:52,675 : INFO : EPOCH 3 - PROGRESS: at 17.77% examples, 499722 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:53,688 : INFO : EPOCH 3 - PROGRESS: at 18.36% examples, 499333 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:54,720 : INFO : EPOCH 3 - PROGRESS: at 18.93% examples, 500431 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:55,742 : INFO : EPOCH 3 - PROGRESS: at 19.46% examples, 502860 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:56,747 : INFO : EPOCH 3 - PROGRESS: at 19.96% examples, 504645 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:57,756 : INFO : EPOCH 3 - PROGRESS: at 20.48% examples, 505557 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:58,777 : INFO : EPOCH 3 - PROGRESS: at 21.02% examples, 506366 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:25:59,791 : INFO : EPOCH 3 - PROGRESS: at 21.49% examples, 507506 words/s, in_qsize 7, out_qsize 1
2020-08-16 15:26:00,792 : INFO : EPOCH 3 - PROGRESS: at 22.06% examples, 507789 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:01,796 : INFO : EPOCH 3 - PROGRESS: at 22.56% examples, 508093 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:02,801 : INFO : EPOCH 3 - PROGRESS: at 23.07% examples, 508708 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:03,815 : INFO : EPOCH 3 - PROGRESS: at 23.56% examples, 508979 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:26:04,821 : INFO : EPOCH 3 - PROGRESS: at 24.14% examples, 508606 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:05,832 : INFO : EPOCH 3 - PROGRESS: at 24.73% examples, 507574 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:06,847 : INFO : EPOCH 3 - PROGRESS: at 25.20% examples, 508944 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:07,879 : INFO : EPOCH 3 - PROGRESS: at 25.69% examples, 509575 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:08,885 : INFO : EPOCH 3 - PROGRESS: at 26.25% examples, 509378 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:09,891 : INFO : EPOCH 3 - PROGRESS: at 26.83% examples, 509430 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:26:10,900 : INFO : EPOCH 3 - PROGRESS: at 27.31% examples, 510445 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:11,912 : INFO : EPOCH 3 - PROGRESS: at 27.84% examples, 511278 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:12,951 : INFO : EPOCH 3 - PROGRESS: at 28.37% examples, 511438 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:26:13,954 : INFO : EPOCH 3 - PROGRESS: at 28.90% examples, 511653 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:26:14,992 : INFO : EPOCH 3 - PROGRESS: at 29.49% examples, 509679 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:26:16,011 : INFO : EPOCH 3 - PROGRESS: at 30.06% examples, 508713 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:17,012 : INFO : EPOCH 3 - PROGRESS: at 30.56% examples, 508496 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:18,032 : INFO : EPOCH 3 - PROGRESS: at 31.12% examples, 508369 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:19,035 : INFO : EPOCH 3 - PROGRESS: at 31.59% examples, 509180 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:20,036 : INFO : EPOCH 3 - PROGRESS: at 32.04% examples, 510420 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:21,048 : INFO : EPOCH 3 - PROGRESS: at 32.50% examples, 511425 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:22,053 : INFO : EPOCH 3 - PROGRESS: at 32.99% examples, 512347 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:23,089 : INFO : EPOCH 3 - PROGRESS: at 33.45% examples, 512797 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:24,093 : INFO : EPOCH 3 - PROGRESS: at 33.87% examples, 514488 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:25,096 : INFO : EPOCH 3 - PROGRESS: at 34.28% examples, 516136 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:26,105 : INFO : EPOCH 3 - PROGRESS: at 34.86% examples, 515854 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:27,147 : INFO : EPOCH 3 - PROGRESS: at 35.42% examples, 515376 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:28,149 : INFO : EPOCH 3 - PROGRESS: at 35.86% examples, 516852 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:29,179 : INFO : EPOCH 3 - PROGRESS: at 36.30% examples, 517917 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:30,181 : INFO : EPOCH 3 - PROGRESS: at 36.80% examples, 518488 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:26:31,184 : INFO : EPOCH 3 - PROGRESS: at 37.33% examples, 517640 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:32,188 : INFO : EPOCH 3 - PROGRESS: at 37.74% examples, 519516 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:33,190 : INFO : EPOCH 3 - PROGRESS: at 38.08% examples, 521823 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:34,192 : INFO : EPOCH 3 - PROGRESS: at 38.55% examples, 522526 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:26:35,218 : INFO : EPOCH 3 - PROGRESS: at 38.93% examples, 524115 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:36,220 : INFO : EPOCH 3 - PROGRESS: at 39.37% examples, 525359 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:37,221 : INFO : EPOCH 3 - PROGRESS: at 39.80% examples, 526341 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:38,226 : INFO : EPOCH 3 - PROGRESS: at 40.14% examples, 528093 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:39,230 : INFO : EPOCH 3 - PROGRESS: at 40.46% examples, 530155 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:40,242 : INFO : EPOCH 3 - PROGRESS: at 40.80% examples, 531911 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:41,254 : INFO : EPOCH 3 - PROGRESS: at 41.14% examples, 533750 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:42,259 : INFO : EPOCH 3 - PROGRESS: at 41.46% examples, 535797 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:43,268 : INFO : EPOCH 3 - PROGRESS: at 41.91% examples, 536399 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:44,280 : INFO : EPOCH 3 - PROGRESS: at 42.34% examples, 537444 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:45,282 : INFO : EPOCH 3 - PROGRESS: at 42.85% examples, 536964 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:46,283 : INFO : EPOCH 3 - PROGRESS: at 43.29% examples, 537857 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:47,286 : INFO : EPOCH 3 - PROGRESS: at 43.73% examples, 538475 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:48,304 : INFO : EPOCH 3 - PROGRESS: at 44.21% examples, 539115 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:26:49,316 : INFO : EPOCH 3 - PROGRESS: at 44.71% examples, 539455 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:26:50,319 : INFO : EPOCH 3 - PROGRESS: at 45.16% examples, 540116 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:51,327 : INFO : EPOCH 3 - PROGRESS: at 45.66% examples, 540451 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:52,339 : INFO : EPOCH 3 - PROGRESS: at 46.13% examples, 540944 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:53,345 : INFO : EPOCH 3 - PROGRESS: at 46.59% examples, 541589 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:54,356 : INFO : EPOCH 3 - PROGRESS: at 47.10% examples, 541619 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:55,383 : INFO : EPOCH 3 - PROGRESS: at 47.57% examples, 541942 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:56,386 : INFO : EPOCH 3 - PROGRESS: at 48.00% examples, 542734 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:26:57,396 : INFO : EPOCH 3 - PROGRESS: at 48.50% examples, 542938 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:58,398 : INFO : EPOCH 3 - PROGRESS: at 49.00% examples, 542815 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:26:59,398 : INFO : EPOCH 3 - PROGRESS: at 49.40% examples, 543942 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:00,415 : INFO : EPOCH 3 - PROGRESS: at 49.86% examples, 544206 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:01,423 : INFO : EPOCH 3 - PROGRESS: at 50.38% examples, 543981 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:02,431 : INFO : EPOCH 3 - PROGRESS: at 50.90% examples, 543999 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:03,432 : INFO : EPOCH 3 - PROGRESS: at 51.37% examples, 544265 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:04,434 : INFO : EPOCH 3 - PROGRESS: at 51.83% examples, 544535 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:05,450 : INFO : EPOCH 3 - PROGRESS: at 52.33% examples, 544482 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:06,455 : INFO : EPOCH 3 - PROGRESS: at 52.83% examples, 544597 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:07,483 : INFO : EPOCH 3 - PROGRESS: at 53.27% examples, 545121 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:08,495 : INFO : EPOCH 3 - PROGRESS: at 53.73% examples, 545011 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:09,510 : INFO : EPOCH 3 - PROGRESS: at 54.23% examples, 544190 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:10,524 : INFO : EPOCH 3 - PROGRESS: at 54.66% examples, 543914 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:11,531 : INFO : EPOCH 3 - PROGRESS: at 55.14% examples, 543446 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:12,534 : INFO : EPOCH 3 - PROGRESS: at 55.50% examples, 543336 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:13,547 : INFO : EPOCH 3 - PROGRESS: at 55.71% examples, 543838 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:14,555 : INFO : EPOCH 3 - PROGRESS: at 56.03% examples, 544656 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:15,559 : INFO : EPOCH 3 - PROGRESS: at 56.41% examples, 546077 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:16,565 : INFO : EPOCH 3 - PROGRESS: at 56.76% examples, 547669 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:17,571 : INFO : EPOCH 3 - PROGRESS: at 57.14% examples, 548936 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:18,590 : INFO : EPOCH 3 - PROGRESS: at 57.59% examples, 549944 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:19,596 : INFO : EPOCH 3 - PROGRESS: at 57.90% examples, 550952 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:20,599 : INFO : EPOCH 3 - PROGRESS: at 58.19% examples, 552095 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:21,629 : INFO : EPOCH 3 - PROGRESS: at 58.51% examples, 552978 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:27:22,632 : INFO : EPOCH 3 - PROGRESS: at 58.87% examples, 553766 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:23,635 : INFO : EPOCH 3 - PROGRESS: at 59.13% examples, 554963 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:24,636 : INFO : EPOCH 3 - PROGRESS: at 59.45% examples, 555928 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:25,647 : INFO : EPOCH 3 - PROGRESS: at 59.78% examples, 556688 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:26,656 : INFO : EPOCH 3 - PROGRESS: at 60.05% examples, 557895 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:27,657 : INFO : EPOCH 3 - PROGRESS: at 60.31% examples, 559429 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:28,666 : INFO : EPOCH 3 - PROGRESS: at 60.59% examples, 561108 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:29,673 : INFO : EPOCH 3 - PROGRESS: at 60.89% examples, 562829 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:30,685 : INFO : EPOCH 3 - PROGRESS: at 61.26% examples, 564045 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:27:31,693 : INFO : EPOCH 3 - PROGRESS: at 61.62% examples, 565255 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:32,705 : INFO : EPOCH 3 - PROGRESS: at 61.98% examples, 566504 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:33,712 : INFO : EPOCH 3 - PROGRESS: at 62.35% examples, 567725 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:34,719 : INFO : EPOCH 3 - PROGRESS: at 62.67% examples, 569076 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:35,732 : INFO : EPOCH 3 - PROGRESS: at 63.01% examples, 570343 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:36,745 : INFO : EPOCH 3 - PROGRESS: at 63.38% examples, 571467 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:37,746 : INFO : EPOCH 3 - PROGRESS: at 63.74% examples, 572629 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:38,754 : INFO : EPOCH 3 - PROGRESS: at 64.00% examples, 574812 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:39,765 : INFO : EPOCH 3 - PROGRESS: at 64.35% examples, 575991 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:27:40,769 : INFO : EPOCH 3 - PROGRESS: at 64.75% examples, 576866 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:41,775 : INFO : EPOCH 3 - PROGRESS: at 65.09% examples, 577968 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:27:42,775 : INFO : EPOCH 3 - PROGRESS: at 65.53% examples, 578598 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:43,781 : INFO : EPOCH 3 - PROGRESS: at 65.93% examples, 579510 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:44,785 : INFO : EPOCH 3 - PROGRESS: at 66.32% examples, 580353 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:27:45,794 : INFO : EPOCH 3 - PROGRESS: at 66.74% examples, 581158 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:46,800 : INFO : EPOCH 3 - PROGRESS: at 67.15% examples, 581949 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:27:47,817 : INFO : EPOCH 3 - PROGRESS: at 67.52% examples, 582860 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:48,821 : INFO : EPOCH 3 - PROGRESS: at 67.91% examples, 583800 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:49,833 : INFO : EPOCH 3 - PROGRESS: at 68.29% examples, 584622 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:50,833 : INFO : EPOCH 3 - PROGRESS: at 68.70% examples, 585414 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:51,838 : INFO : EPOCH 3 - PROGRESS: at 69.12% examples, 586183 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:27:52,849 : INFO : EPOCH 3 - PROGRESS: at 69.54% examples, 587035 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:53,858 : INFO : EPOCH 3 - PROGRESS: at 69.93% examples, 587695 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:54,859 : INFO : EPOCH 3 - PROGRESS: at 70.31% examples, 588149 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:55,879 : INFO : EPOCH 3 - PROGRESS: at 70.68% examples, 588331 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:56,883 : INFO : EPOCH 3 - PROGRESS: at 71.07% examples, 588690 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:57,888 : INFO : EPOCH 3 - PROGRESS: at 71.44% examples, 589176 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:27:58,898 : INFO : EPOCH 3 - PROGRESS: at 71.83% examples, 589368 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:27:59,908 : INFO : EPOCH 3 - PROGRESS: at 72.21% examples, 589521 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:00,911 : INFO : EPOCH 3 - PROGRESS: at 72.60% examples, 589692 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:28:01,915 : INFO : EPOCH 3 - PROGRESS: at 73.00% examples, 589886 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:02,915 : INFO : EPOCH 3 - PROGRESS: at 73.36% examples, 590160 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:28:03,926 : INFO : EPOCH 3 - PROGRESS: at 73.75% examples, 590254 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:04,930 : INFO : EPOCH 3 - PROGRESS: at 74.13% examples, 590485 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:05,954 : INFO : EPOCH 3 - PROGRESS: at 74.49% examples, 590633 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:06,963 : INFO : EPOCH 3 - PROGRESS: at 74.83% examples, 591111 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:07,967 : INFO : EPOCH 3 - PROGRESS: at 75.18% examples, 591621 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:08,973 : INFO : EPOCH 3 - PROGRESS: at 75.51% examples, 592071 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:09,993 : INFO : EPOCH 3 - PROGRESS: at 75.85% examples, 592498 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:11,002 : INFO : EPOCH 3 - PROGRESS: at 76.18% examples, 592946 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:12,025 : INFO : EPOCH 3 - PROGRESS: at 76.55% examples, 593248 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:13,028 : INFO : EPOCH 3 - PROGRESS: at 76.94% examples, 593553 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:14,032 : INFO : EPOCH 3 - PROGRESS: at 77.29% examples, 593880 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:15,034 : INFO : EPOCH 3 - PROGRESS: at 77.64% examples, 594229 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:16,044 : INFO : EPOCH 3 - PROGRESS: at 77.93% examples, 594700 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:17,044 : INFO : EPOCH 3 - PROGRESS: at 78.25% examples, 595153 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:28:18,061 : INFO : EPOCH 3 - PROGRESS: at 78.60% examples, 595406 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:19,064 : INFO : EPOCH 3 - PROGRESS: at 78.91% examples, 595831 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:28:20,069 : INFO : EPOCH 3 - PROGRESS: at 79.29% examples, 596015 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:21,069 : INFO : EPOCH 3 - PROGRESS: at 79.59% examples, 596554 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:22,081 : INFO : EPOCH 3 - PROGRESS: at 79.93% examples, 596880 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:23,082 : INFO : EPOCH 3 - PROGRESS: at 80.25% examples, 597162 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:28:24,093 : INFO : EPOCH 3 - PROGRESS: at 80.62% examples, 597389 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:25,105 : INFO : EPOCH 3 - PROGRESS: at 80.93% examples, 597764 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:26,108 : INFO : EPOCH 3 - PROGRESS: at 81.22% examples, 598233 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:27,112 : INFO : EPOCH 3 - PROGRESS: at 81.51% examples, 598760 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:28,112 : INFO : EPOCH 3 - PROGRESS: at 81.82% examples, 599066 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:29,117 : INFO : EPOCH 3 - PROGRESS: at 82.17% examples, 599395 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:30,120 : INFO : EPOCH 3 - PROGRESS: at 82.49% examples, 599760 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:31,124 : INFO : EPOCH 3 - PROGRESS: at 82.83% examples, 600103 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:32,136 : INFO : EPOCH 3 - PROGRESS: at 83.16% examples, 600271 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:33,143 : INFO : EPOCH 3 - PROGRESS: at 83.51% examples, 600597 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:28:34,149 : INFO : EPOCH 3 - PROGRESS: at 83.84% examples, 600870 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:35,158 : INFO : EPOCH 3 - PROGRESS: at 84.16% examples, 601210 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:36,167 : INFO : EPOCH 3 - PROGRESS: at 84.43% examples, 601662 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:37,179 : INFO : EPOCH 3 - PROGRESS: at 84.76% examples, 601913 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:38,181 : INFO : EPOCH 3 - PROGRESS: at 85.11% examples, 602137 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:39,188 : INFO : EPOCH 3 - PROGRESS: at 85.46% examples, 602368 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:28:40,196 : INFO : EPOCH 3 - PROGRESS: at 85.84% examples, 602473 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:41,208 : INFO : EPOCH 3 - PROGRESS: at 86.16% examples, 602778 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:42,217 : INFO : EPOCH 3 - PROGRESS: at 86.50% examples, 603115 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:43,224 : INFO : EPOCH 3 - PROGRESS: at 86.79% examples, 603564 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:44,239 : INFO : EPOCH 3 - PROGRESS: at 87.11% examples, 603882 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:45,243 : INFO : EPOCH 3 - PROGRESS: at 87.44% examples, 604191 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:28:46,251 : INFO : EPOCH 3 - PROGRESS: at 87.77% examples, 604470 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:47,251 : INFO : EPOCH 3 - PROGRESS: at 88.05% examples, 604989 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:48,251 : INFO : EPOCH 3 - PROGRESS: at 88.40% examples, 605145 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:49,252 : INFO : EPOCH 3 - PROGRESS: at 88.70% examples, 605585 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:28:50,255 : INFO : EPOCH 3 - PROGRESS: at 89.04% examples, 605863 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:51,269 : INFO : EPOCH 3 - PROGRESS: at 89.34% examples, 606184 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:52,269 : INFO : EPOCH 3 - PROGRESS: at 89.74% examples, 606292 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:53,270 : INFO : EPOCH 3 - PROGRESS: at 90.07% examples, 606545 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:54,271 : INFO : EPOCH 3 - PROGRESS: at 90.40% examples, 606821 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:55,281 : INFO : EPOCH 3 - PROGRESS: at 90.76% examples, 606939 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:56,300 : INFO : EPOCH 3 - PROGRESS: at 90.89% examples, 607860 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:57,316 : INFO : EPOCH 3 - PROGRESS: at 91.26% examples, 608035 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:58,324 : INFO : EPOCH 3 - PROGRESS: at 91.60% examples, 608251 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:28:59,336 : INFO : EPOCH 3 - PROGRESS: at 91.93% examples, 608519 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:00,343 : INFO : EPOCH 3 - PROGRESS: at 92.27% examples, 608726 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:01,345 : INFO : EPOCH 3 - PROGRESS: at 92.63% examples, 608869 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:02,352 : INFO : EPOCH 3 - PROGRESS: at 92.91% examples, 609316 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:29:03,360 : INFO : EPOCH 3 - PROGRESS: at 93.27% examples, 609526 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:04,360 : INFO : EPOCH 3 - PROGRESS: at 93.64% examples, 609566 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:29:05,385 : INFO : EPOCH 3 - PROGRESS: at 93.97% examples, 609772 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:06,391 : INFO : EPOCH 3 - PROGRESS: at 94.28% examples, 610104 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:07,411 : INFO : EPOCH 3 - PROGRESS: at 94.64% examples, 610239 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:08,424 : INFO : EPOCH 3 - PROGRESS: at 94.98% examples, 610258 words/s, in_qsize 7, out_qsize 1
2020-08-16 15:29:09,428 : INFO : EPOCH 3 - PROGRESS: at 95.31% examples, 610342 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:29:10,436 : INFO : EPOCH 3 - PROGRESS: at 95.63% examples, 610350 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:11,438 : INFO : EPOCH 3 - PROGRESS: at 95.94% examples, 610381 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:29:12,454 : INFO : EPOCH 3 - PROGRESS: at 96.18% examples, 610539 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:13,460 : INFO : EPOCH 3 - PROGRESS: at 96.51% examples, 610289 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:14,464 : INFO : EPOCH 3 - PROGRESS: at 96.81% examples, 610483 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:29:15,477 : INFO : EPOCH 3 - PROGRESS: at 97.19% examples, 611006 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:16,487 : INFO : EPOCH 3 - PROGRESS: at 97.57% examples, 611431 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:17,506 : INFO : EPOCH 3 - PROGRESS: at 97.88% examples, 612068 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:29:18,507 : INFO : EPOCH 3 - PROGRESS: at 98.26% examples, 612545 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:19,514 : INFO : EPOCH 3 - PROGRESS: at 98.60% examples, 613083 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:20,514 : INFO : EPOCH 3 - PROGRESS: at 98.92% examples, 613724 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:21,515 : INFO : EPOCH 3 - PROGRESS: at 99.16% examples, 614514 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:22,517 : INFO : EPOCH 3 - PROGRESS: at 99.57% examples, 614909 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:23,521 : INFO : EPOCH 3 - PROGRESS: at 99.98% examples, 615185 words/s, in_qsize 4, out_qsize 1
2020-08-16 15:29:23,528 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 15:29:23,548 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 15:29:23,549 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 15:29:23,559 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 15:29:23,560 : INFO : EPOCH - 3 : training on 206654289 raw words (151582402 effective words) took 246.4s, 615223 effective words/s
2020-08-16 15:29:24,570 : INFO : EPOCH 4 - PROGRESS: at 0.55% examples, 500837 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:25,573 : INFO : EPOCH 4 - PROGRESS: at 0.98% examples, 554388 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:26,584 : INFO : EPOCH 4 - PROGRESS: at 1.45% examples, 573241 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:27,593 : INFO : EPOCH 4 - PROGRESS: at 1.93% examples, 575161 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:28,596 : INFO : EPOCH 4 - PROGRESS: at 2.42% examples, 569772 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:29:29,616 : INFO : EPOCH 4 - PROGRESS: at 2.93% examples, 564231 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:29:30,627 : INFO : EPOCH 4 - PROGRESS: at 3.41% examples, 560612 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:31,684 : INFO : EPOCH 4 - PROGRESS: at 3.94% examples, 541771 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:32,692 : INFO : EPOCH 4 - PROGRESS: at 4.47% examples, 534725 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:33,703 : INFO : EPOCH 4 - PROGRESS: at 4.94% examples, 536546 words/s, in_qsize 7, out_qsize 1
2020-08-16 15:29:34,703 : INFO : EPOCH 4 - PROGRESS: at 5.43% examples, 539918 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:35,706 : INFO : EPOCH 4 - PROGRESS: at 5.96% examples, 535511 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:36,729 : INFO : EPOCH 4 - PROGRESS: at 6.40% examples, 537294 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:37,735 : INFO : EPOCH 4 - PROGRESS: at 6.93% examples, 534952 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:38,751 : INFO : EPOCH 4 - PROGRESS: at 7.32% examples, 542540 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:39,770 : INFO : EPOCH 4 - PROGRESS: at 7.83% examples, 541072 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:41,091 : INFO : EPOCH 4 - PROGRESS: at 8.36% examples, 518387 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:42,097 : INFO : EPOCH 4 - PROGRESS: at 8.99% examples, 496602 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:43,098 : INFO : EPOCH 4 - PROGRESS: at 9.49% examples, 480426 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:29:44,104 : INFO : EPOCH 4 - PROGRESS: at 10.06% examples, 469453 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:45,105 : INFO : EPOCH 4 - PROGRESS: at 10.59% examples, 469601 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:29:46,105 : INFO : EPOCH 4 - PROGRESS: at 11.16% examples, 469931 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:29:47,121 : INFO : EPOCH 4 - PROGRESS: at 11.59% examples, 475677 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:48,126 : INFO : EPOCH 4 - PROGRESS: at 12.09% examples, 478919 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:49,143 : INFO : EPOCH 4 - PROGRESS: at 12.57% examples, 482113 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:50,143 : INFO : EPOCH 4 - PROGRESS: at 13.08% examples, 483377 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:51,161 : INFO : EPOCH 4 - PROGRESS: at 13.58% examples, 485443 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:52,163 : INFO : EPOCH 4 - PROGRESS: at 14.09% examples, 486374 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:29:53,167 : INFO : EPOCH 4 - PROGRESS: at 14.61% examples, 487974 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:54,175 : INFO : EPOCH 4 - PROGRESS: at 15.16% examples, 488255 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:29:55,195 : INFO : EPOCH 4 - PROGRESS: at 15.60% examples, 491830 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:56,200 : INFO : EPOCH 4 - PROGRESS: at 16.11% examples, 491518 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:57,208 : INFO : EPOCH 4 - PROGRESS: at 16.66% examples, 491593 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:29:58,216 : INFO : EPOCH 4 - PROGRESS: at 17.14% examples, 494138 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:29:59,234 : INFO : EPOCH 4 - PROGRESS: at 17.68% examples, 494652 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:00,240 : INFO : EPOCH 4 - PROGRESS: at 18.21% examples, 494671 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:01,258 : INFO : EPOCH 4 - PROGRESS: at 18.82% examples, 495243 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:02,265 : INFO : EPOCH 4 - PROGRESS: at 19.35% examples, 498309 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:03,267 : INFO : EPOCH 4 - PROGRESS: at 19.85% examples, 499683 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:04,295 : INFO : EPOCH 4 - PROGRESS: at 20.35% examples, 501111 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:30:05,303 : INFO : EPOCH 4 - PROGRESS: at 20.90% examples, 500934 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:06,314 : INFO : EPOCH 4 - PROGRESS: at 21.39% examples, 502788 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:07,325 : INFO : EPOCH 4 - PROGRESS: at 21.92% examples, 502952 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:30:08,329 : INFO : EPOCH 4 - PROGRESS: at 22.44% examples, 502931 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:09,331 : INFO : EPOCH 4 - PROGRESS: at 22.95% examples, 504184 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:10,337 : INFO : EPOCH 4 - PROGRESS: at 23.43% examples, 504628 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:11,346 : INFO : EPOCH 4 - PROGRESS: at 23.97% examples, 504382 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:30:12,372 : INFO : EPOCH 4 - PROGRESS: at 24.58% examples, 503443 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:13,387 : INFO : EPOCH 4 - PROGRESS: at 25.08% examples, 504256 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:14,387 : INFO : EPOCH 4 - PROGRESS: at 25.55% examples, 505537 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:15,405 : INFO : EPOCH 4 - PROGRESS: at 26.08% examples, 505419 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:30:16,437 : INFO : EPOCH 4 - PROGRESS: at 26.65% examples, 504872 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:30:17,440 : INFO : EPOCH 4 - PROGRESS: at 27.17% examples, 506032 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:18,444 : INFO : EPOCH 4 - PROGRESS: at 27.69% examples, 507002 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:30:19,446 : INFO : EPOCH 4 - PROGRESS: at 28.20% examples, 507567 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:30:20,454 : INFO : EPOCH 4 - PROGRESS: at 28.71% examples, 507725 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:21,507 : INFO : EPOCH 4 - PROGRESS: at 29.28% examples, 506016 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:30:22,509 : INFO : EPOCH 4 - PROGRESS: at 29.85% examples, 504853 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:30:23,511 : INFO : EPOCH 4 - PROGRESS: at 30.41% examples, 503824 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:24,538 : INFO : EPOCH 4 - PROGRESS: at 30.89% examples, 503993 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:30:25,540 : INFO : EPOCH 4 - PROGRESS: at 31.43% examples, 504616 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:26,544 : INFO : EPOCH 4 - PROGRESS: at 31.87% examples, 505862 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:27,555 : INFO : EPOCH 4 - PROGRESS: at 32.32% examples, 506529 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:28,564 : INFO : EPOCH 4 - PROGRESS: at 32.80% examples, 507688 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:29,572 : INFO : EPOCH 4 - PROGRESS: at 33.28% examples, 507827 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:30,591 : INFO : EPOCH 4 - PROGRESS: at 33.69% examples, 509743 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:31,610 : INFO : EPOCH 4 - PROGRESS: at 34.10% examples, 511383 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:30:32,627 : INFO : EPOCH 4 - PROGRESS: at 34.61% examples, 511704 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:33,656 : INFO : EPOCH 4 - PROGRESS: at 35.17% examples, 511347 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:34,660 : INFO : EPOCH 4 - PROGRESS: at 35.67% examples, 511693 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:35,665 : INFO : EPOCH 4 - PROGRESS: at 36.06% examples, 513727 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:30:36,669 : INFO : EPOCH 4 - PROGRESS: at 36.55% examples, 514124 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:37,679 : INFO : EPOCH 4 - PROGRESS: at 37.07% examples, 513525 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:38,709 : INFO : EPOCH 4 - PROGRESS: at 37.57% examples, 514035 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:39,714 : INFO : EPOCH 4 - PROGRESS: at 37.88% examples, 516807 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:40,714 : INFO : EPOCH 4 - PROGRESS: at 38.32% examples, 517733 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:41,726 : INFO : EPOCH 4 - PROGRESS: at 38.73% examples, 518896 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:42,739 : INFO : EPOCH 4 - PROGRESS: at 39.15% examples, 520438 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:43,745 : INFO : EPOCH 4 - PROGRESS: at 39.61% examples, 521000 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:44,746 : INFO : EPOCH 4 - PROGRESS: at 39.96% examples, 522856 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:45,748 : INFO : EPOCH 4 - PROGRESS: at 40.30% examples, 524914 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:46,754 : INFO : EPOCH 4 - PROGRESS: at 40.62% examples, 526911 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:30:47,756 : INFO : EPOCH 4 - PROGRESS: at 40.96% examples, 528705 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:48,761 : INFO : EPOCH 4 - PROGRESS: at 41.30% examples, 530338 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:30:49,789 : INFO : EPOCH 4 - PROGRESS: at 41.64% examples, 531998 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:50,804 : INFO : EPOCH 4 - PROGRESS: at 42.12% examples, 532712 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:51,813 : INFO : EPOCH 4 - PROGRESS: at 42.57% examples, 533269 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:52,835 : INFO : EPOCH 4 - PROGRESS: at 43.07% examples, 533252 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:53,836 : INFO : EPOCH 4 - PROGRESS: at 43.49% examples, 534103 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:54,840 : INFO : EPOCH 4 - PROGRESS: at 43.98% examples, 534806 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:55,848 : INFO : EPOCH 4 - PROGRESS: at 44.43% examples, 535341 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:30:56,852 : INFO : EPOCH 4 - PROGRESS: at 44.92% examples, 535845 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:57,855 : INFO : EPOCH 4 - PROGRESS: at 45.39% examples, 536261 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:58,858 : INFO : EPOCH 4 - PROGRESS: at 45.87% examples, 536533 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:30:59,858 : INFO : EPOCH 4 - PROGRESS: at 46.33% examples, 537097 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:00,862 : INFO : EPOCH 4 - PROGRESS: at 46.78% examples, 537890 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:01,887 : INFO : EPOCH 4 - PROGRESS: at 47.31% examples, 537681 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:02,900 : INFO : EPOCH 4 - PROGRESS: at 47.77% examples, 538140 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:03,903 : INFO : EPOCH 4 - PROGRESS: at 48.18% examples, 539205 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:04,912 : INFO : EPOCH 4 - PROGRESS: at 48.69% examples, 539140 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:05,937 : INFO : EPOCH 4 - PROGRESS: at 49.23% examples, 538755 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:06,944 : INFO : EPOCH 4 - PROGRESS: at 49.59% examples, 540238 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:07,945 : INFO : EPOCH 4 - PROGRESS: at 50.06% examples, 539829 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:08,957 : INFO : EPOCH 4 - PROGRESS: at 50.51% examples, 539593 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:09,978 : INFO : EPOCH 4 - PROGRESS: at 50.98% examples, 539120 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:10,986 : INFO : EPOCH 4 - PROGRESS: at 51.41% examples, 538943 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:31:11,990 : INFO : EPOCH 4 - PROGRESS: at 51.84% examples, 538803 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:13,020 : INFO : EPOCH 4 - PROGRESS: at 52.26% examples, 538201 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:14,045 : INFO : EPOCH 4 - PROGRESS: at 52.77% examples, 537837 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:15,050 : INFO : EPOCH 4 - PROGRESS: at 53.24% examples, 538907 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:16,061 : INFO : EPOCH 4 - PROGRESS: at 53.72% examples, 539242 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:17,074 : INFO : EPOCH 4 - PROGRESS: at 54.25% examples, 538747 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:18,076 : INFO : EPOCH 4 - PROGRESS: at 54.71% examples, 538831 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:31:19,089 : INFO : EPOCH 4 - PROGRESS: at 55.21% examples, 538585 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:31:20,090 : INFO : EPOCH 4 - PROGRESS: at 55.56% examples, 539596 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:21,112 : INFO : EPOCH 4 - PROGRESS: at 55.83% examples, 540964 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:22,116 : INFO : EPOCH 4 - PROGRESS: at 56.18% examples, 541873 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:23,118 : INFO : EPOCH 4 - PROGRESS: at 56.51% examples, 542905 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:24,121 : INFO : EPOCH 4 - PROGRESS: at 56.84% examples, 543911 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:25,122 : INFO : EPOCH 4 - PROGRESS: at 57.22% examples, 544517 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:26,124 : INFO : EPOCH 4 - PROGRESS: at 57.59% examples, 544927 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:27,125 : INFO : EPOCH 4 - PROGRESS: at 57.90% examples, 545927 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:28,153 : INFO : EPOCH 4 - PROGRESS: at 58.19% examples, 547049 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:29,162 : INFO : EPOCH 4 - PROGRESS: at 58.51% examples, 548002 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:30,169 : INFO : EPOCH 4 - PROGRESS: at 58.87% examples, 548814 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:31,177 : INFO : EPOCH 4 - PROGRESS: at 59.13% examples, 550126 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:32,193 : INFO : EPOCH 4 - PROGRESS: at 59.45% examples, 550998 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:33,209 : INFO : EPOCH 4 - PROGRESS: at 59.78% examples, 551772 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:34,213 : INFO : EPOCH 4 - PROGRESS: at 60.05% examples, 553078 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:35,236 : INFO : EPOCH 4 - PROGRESS: at 60.31% examples, 554343 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:36,241 : INFO : EPOCH 4 - PROGRESS: at 60.57% examples, 555678 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:31:37,247 : INFO : EPOCH 4 - PROGRESS: at 60.84% examples, 556888 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:38,251 : INFO : EPOCH 4 - PROGRESS: at 61.17% examples, 557603 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:39,255 : INFO : EPOCH 4 - PROGRESS: at 61.48% examples, 558324 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:40,260 : INFO : EPOCH 4 - PROGRESS: at 61.80% examples, 559088 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:31:41,264 : INFO : EPOCH 4 - PROGRESS: at 62.13% examples, 559866 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:31:42,284 : INFO : EPOCH 4 - PROGRESS: at 62.46% examples, 560573 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:43,300 : INFO : EPOCH 4 - PROGRESS: at 62.77% examples, 561398 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:31:44,304 : INFO : EPOCH 4 - PROGRESS: at 63.07% examples, 562315 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:45,317 : INFO : EPOCH 4 - PROGRESS: at 63.40% examples, 562916 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:31:46,328 : INFO : EPOCH 4 - PROGRESS: at 63.72% examples, 563630 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:47,332 : INFO : EPOCH 4 - PROGRESS: at 63.98% examples, 565336 words/s, in_qsize 8, out_qsize 1
2020-08-16 15:31:48,337 : INFO : EPOCH 4 - PROGRESS: at 64.30% examples, 566814 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:49,346 : INFO : EPOCH 4 - PROGRESS: at 64.69% examples, 567726 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:50,353 : INFO : EPOCH 4 - PROGRESS: at 65.06% examples, 568864 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:51,354 : INFO : EPOCH 4 - PROGRESS: at 65.49% examples, 569541 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:52,375 : INFO : EPOCH 4 - PROGRESS: at 65.85% examples, 569902 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:53,380 : INFO : EPOCH 4 - PROGRESS: at 66.21% examples, 570450 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:54,384 : INFO : EPOCH 4 - PROGRESS: at 66.57% examples, 570821 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:55,385 : INFO : EPOCH 4 - PROGRESS: at 66.92% examples, 571248 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:56,393 : INFO : EPOCH 4 - PROGRESS: at 67.30% examples, 571695 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:57,395 : INFO : EPOCH 4 - PROGRESS: at 67.64% examples, 572178 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:58,402 : INFO : EPOCH 4 - PROGRESS: at 67.97% examples, 572734 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:31:59,418 : INFO : EPOCH 4 - PROGRESS: at 68.33% examples, 573153 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:00,419 : INFO : EPOCH 4 - PROGRESS: at 68.70% examples, 573539 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:01,435 : INFO : EPOCH 4 - PROGRESS: at 69.07% examples, 573884 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:32:02,440 : INFO : EPOCH 4 - PROGRESS: at 69.46% examples, 574357 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:03,446 : INFO : EPOCH 4 - PROGRESS: at 69.81% examples, 574810 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:04,446 : INFO : EPOCH 4 - PROGRESS: at 70.17% examples, 575178 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:05,446 : INFO : EPOCH 4 - PROGRESS: at 70.56% examples, 575351 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:06,460 : INFO : EPOCH 4 - PROGRESS: at 70.93% examples, 575719 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:32:07,467 : INFO : EPOCH 4 - PROGRESS: at 71.31% examples, 576213 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:08,472 : INFO : EPOCH 4 - PROGRESS: at 71.67% examples, 576559 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:09,506 : INFO : EPOCH 4 - PROGRESS: at 72.06% examples, 576683 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:10,513 : INFO : EPOCH 4 - PROGRESS: at 72.45% examples, 576944 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:11,519 : INFO : EPOCH 4 - PROGRESS: at 72.84% examples, 577113 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:12,538 : INFO : EPOCH 4 - PROGRESS: at 73.21% examples, 577345 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:32:13,539 : INFO : EPOCH 4 - PROGRESS: at 73.58% examples, 577648 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:14,540 : INFO : EPOCH 4 - PROGRESS: at 73.97% examples, 577863 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:15,543 : INFO : EPOCH 4 - PROGRESS: at 74.35% examples, 578092 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:32:16,551 : INFO : EPOCH 4 - PROGRESS: at 74.68% examples, 578522 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:17,560 : INFO : EPOCH 4 - PROGRESS: at 75.01% examples, 578976 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:18,560 : INFO : EPOCH 4 - PROGRESS: at 75.36% examples, 579305 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:32:19,579 : INFO : EPOCH 4 - PROGRESS: at 75.67% examples, 579920 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:20,598 : INFO : EPOCH 4 - PROGRESS: at 76.01% examples, 580395 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:21,599 : INFO : EPOCH 4 - PROGRESS: at 76.36% examples, 580795 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:32:22,601 : INFO : EPOCH 4 - PROGRESS: at 76.73% examples, 581095 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:23,601 : INFO : EPOCH 4 - PROGRESS: at 77.10% examples, 581436 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:24,605 : INFO : EPOCH 4 - PROGRESS: at 77.44% examples, 581773 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:25,608 : INFO : EPOCH 4 - PROGRESS: at 77.77% examples, 582231 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:26,623 : INFO : EPOCH 4 - PROGRESS: at 78.07% examples, 582838 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:27,645 : INFO : EPOCH 4 - PROGRESS: at 78.41% examples, 583181 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:28,654 : INFO : EPOCH 4 - PROGRESS: at 78.76% examples, 583501 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:29,657 : INFO : EPOCH 4 - PROGRESS: at 79.10% examples, 583948 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:32:30,672 : INFO : EPOCH 4 - PROGRESS: at 79.41% examples, 584417 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:31,672 : INFO : EPOCH 4 - PROGRESS: at 79.75% examples, 584846 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:32,673 : INFO : EPOCH 4 - PROGRESS: at 80.05% examples, 585365 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:33,677 : INFO : EPOCH 4 - PROGRESS: at 80.44% examples, 585452 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:32:34,684 : INFO : EPOCH 4 - PROGRESS: at 80.77% examples, 585841 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:35,692 : INFO : EPOCH 4 - PROGRESS: at 81.04% examples, 586503 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:36,709 : INFO : EPOCH 4 - PROGRESS: at 81.37% examples, 586900 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:37,712 : INFO : EPOCH 4 - PROGRESS: at 81.64% examples, 587521 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:38,718 : INFO : EPOCH 4 - PROGRESS: at 81.97% examples, 587833 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:39,721 : INFO : EPOCH 4 - PROGRESS: at 82.31% examples, 588130 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:40,743 : INFO : EPOCH 4 - PROGRESS: at 82.64% examples, 588480 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:41,744 : INFO : EPOCH 4 - PROGRESS: at 82.97% examples, 588775 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:42,756 : INFO : EPOCH 4 - PROGRESS: at 83.30% examples, 589124 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:43,756 : INFO : EPOCH 4 - PROGRESS: at 83.67% examples, 589389 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:44,793 : INFO : EPOCH 4 - PROGRESS: at 83.97% examples, 589833 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:45,798 : INFO : EPOCH 4 - PROGRESS: at 84.33% examples, 590188 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:46,802 : INFO : EPOCH 4 - PROGRESS: at 84.60% examples, 590745 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:47,808 : INFO : EPOCH 4 - PROGRESS: at 84.95% examples, 590993 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:48,817 : INFO : EPOCH 4 - PROGRESS: at 85.28% examples, 591321 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:32:49,826 : INFO : EPOCH 4 - PROGRESS: at 85.65% examples, 591545 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:50,836 : INFO : EPOCH 4 - PROGRESS: at 86.00% examples, 591837 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:51,840 : INFO : EPOCH 4 - PROGRESS: at 86.32% examples, 592251 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:52,840 : INFO : EPOCH 4 - PROGRESS: at 86.63% examples, 592687 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:53,845 : INFO : EPOCH 4 - PROGRESS: at 86.97% examples, 592987 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:54,846 : INFO : EPOCH 4 - PROGRESS: at 87.26% examples, 593432 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:55,849 : INFO : EPOCH 4 - PROGRESS: at 87.61% examples, 593673 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:56,854 : INFO : EPOCH 4 - PROGRESS: at 87.90% examples, 594253 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:57,855 : INFO : EPOCH 4 - PROGRESS: at 88.24% examples, 594541 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:58,878 : INFO : EPOCH 4 - PROGRESS: at 88.55% examples, 594844 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:32:59,907 : INFO : EPOCH 4 - PROGRESS: at 88.88% examples, 595237 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:00,910 : INFO : EPOCH 4 - PROGRESS: at 89.19% examples, 595701 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:01,913 : INFO : EPOCH 4 - PROGRESS: at 89.54% examples, 595881 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:02,914 : INFO : EPOCH 4 - PROGRESS: at 89.89% examples, 596139 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:03,920 : INFO : EPOCH 4 - PROGRESS: at 90.22% examples, 596395 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:04,933 : INFO : EPOCH 4 - PROGRESS: at 90.58% examples, 596605 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:33:05,941 : INFO : EPOCH 4 - PROGRESS: at 90.82% examples, 597239 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:06,952 : INFO : EPOCH 4 - PROGRESS: at 91.07% examples, 597800 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:07,964 : INFO : EPOCH 4 - PROGRESS: at 91.40% examples, 597947 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:08,964 : INFO : EPOCH 4 - PROGRESS: at 91.72% examples, 598003 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:09,992 : INFO : EPOCH 4 - PROGRESS: at 92.02% examples, 598143 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:10,995 : INFO : EPOCH 4 - PROGRESS: at 92.38% examples, 598051 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:11,999 : INFO : EPOCH 4 - PROGRESS: at 92.69% examples, 598183 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:13,032 : INFO : EPOCH 4 - PROGRESS: at 92.93% examples, 598124 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:14,036 : INFO : EPOCH 4 - PROGRESS: at 93.25% examples, 598054 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:15,043 : INFO : EPOCH 4 - PROGRESS: at 93.65% examples, 598431 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:16,057 : INFO : EPOCH 4 - PROGRESS: at 94.02% examples, 598927 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:17,075 : INFO : EPOCH 4 - PROGRESS: at 94.37% examples, 599570 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:18,083 : INFO : EPOCH 4 - PROGRESS: at 94.76% examples, 599996 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:19,088 : INFO : EPOCH 4 - PROGRESS: at 95.13% examples, 600514 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:20,109 : INFO : EPOCH 4 - PROGRESS: at 95.50% examples, 601036 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:33:21,135 : INFO : EPOCH 4 - PROGRESS: at 95.88% examples, 601532 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:22,137 : INFO : EPOCH 4 - PROGRESS: at 96.19% examples, 602272 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:23,143 : INFO : EPOCH 4 - PROGRESS: at 96.60% examples, 602647 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:24,159 : INFO : EPOCH 4 - PROGRESS: at 96.95% examples, 603255 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:25,177 : INFO : EPOCH 4 - PROGRESS: at 97.32% examples, 603748 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:26,184 : INFO : EPOCH 4 - PROGRESS: at 97.69% examples, 604259 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:27,191 : INFO : EPOCH 4 - PROGRESS: at 98.01% examples, 604895 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:33:28,201 : INFO : EPOCH 4 - PROGRESS: at 98.40% examples, 605330 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:29,206 : INFO : EPOCH 4 - PROGRESS: at 98.72% examples, 605912 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:30,210 : INFO : EPOCH 4 - PROGRESS: at 98.96% examples, 606782 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:31,227 : INFO : EPOCH 4 - PROGRESS: at 99.30% examples, 607314 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:32,228 : INFO : EPOCH 4 - PROGRESS: at 99.71% examples, 607681 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:32,923 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 15:33:32,944 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 15:33:32,954 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 15:33:32,955 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 15:33:32,956 : INFO : EPOCH - 4 : training on 206654289 raw words (151591837 effective words) took 249.4s, 607852 effective words/s
2020-08-16 15:33:33,968 : INFO : EPOCH 5 - PROGRESS: at 0.54% examples, 492503 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:34,973 : INFO : EPOCH 5 - PROGRESS: at 0.98% examples, 553082 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:35,987 : INFO : EPOCH 5 - PROGRESS: at 1.46% examples, 574096 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:36,992 : INFO : EPOCH 5 - PROGRESS: at 1.94% examples, 575969 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:38,007 : INFO : EPOCH 5 - PROGRESS: at 2.44% examples, 572551 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:39,041 : INFO : EPOCH 5 - PROGRESS: at 2.97% examples, 565794 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:40,048 : INFO : EPOCH 5 - PROGRESS: at 3.45% examples, 565698 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:41,119 : INFO : EPOCH 5 - PROGRESS: at 3.99% examples, 542366 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:42,150 : INFO : EPOCH 5 - PROGRESS: at 4.52% examples, 536660 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:43,169 : INFO : EPOCH 5 - PROGRESS: at 4.98% examples, 540576 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:44,204 : INFO : EPOCH 5 - PROGRESS: at 5.51% examples, 539073 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:45,208 : INFO : EPOCH 5 - PROGRESS: at 6.01% examples, 539629 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:33:46,239 : INFO : EPOCH 5 - PROGRESS: at 6.50% examples, 537211 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:33:47,247 : INFO : EPOCH 5 - PROGRESS: at 7.01% examples, 536398 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:48,291 : INFO : EPOCH 5 - PROGRESS: at 7.40% examples, 542997 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:49,297 : INFO : EPOCH 5 - PROGRESS: at 7.93% examples, 541730 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:50,403 : INFO : EPOCH 5 - PROGRESS: at 8.36% examples, 520799 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:51,422 : INFO : EPOCH 5 - PROGRESS: at 8.97% examples, 497672 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:33:52,432 : INFO : EPOCH 5 - PROGRESS: at 9.49% examples, 481849 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:53,435 : INFO : EPOCH 5 - PROGRESS: at 10.06% examples, 470857 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:54,454 : INFO : EPOCH 5 - PROGRESS: at 10.61% examples, 471239 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:55,463 : INFO : EPOCH 5 - PROGRESS: at 11.17% examples, 470982 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:33:56,474 : INFO : EPOCH 5 - PROGRESS: at 11.61% examples, 477547 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:57,475 : INFO : EPOCH 5 - PROGRESS: at 12.12% examples, 481271 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:58,491 : INFO : EPOCH 5 - PROGRESS: at 12.61% examples, 484138 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:33:59,516 : INFO : EPOCH 5 - PROGRESS: at 13.12% examples, 485819 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:00,519 : INFO : EPOCH 5 - PROGRESS: at 13.63% examples, 488201 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:01,558 : INFO : EPOCH 5 - PROGRESS: at 14.17% examples, 488970 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:02,614 : INFO : EPOCH 5 - PROGRESS: at 14.70% examples, 490010 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:03,623 : INFO : EPOCH 5 - PROGRESS: at 15.27% examples, 491155 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:34:04,650 : INFO : EPOCH 5 - PROGRESS: at 15.72% examples, 494209 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:05,661 : INFO : EPOCH 5 - PROGRESS: at 16.26% examples, 494430 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:06,662 : INFO : EPOCH 5 - PROGRESS: at 16.81% examples, 495011 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:34:07,677 : INFO : EPOCH 5 - PROGRESS: at 17.28% examples, 496989 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:08,678 : INFO : EPOCH 5 - PROGRESS: at 17.81% examples, 497633 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:09,688 : INFO : EPOCH 5 - PROGRESS: at 18.40% examples, 497209 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:10,703 : INFO : EPOCH 5 - PROGRESS: at 18.97% examples, 499126 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:11,711 : INFO : EPOCH 5 - PROGRESS: at 19.49% examples, 501197 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:34:12,725 : INFO : EPOCH 5 - PROGRESS: at 19.99% examples, 502940 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:13,732 : INFO : EPOCH 5 - PROGRESS: at 20.52% examples, 503963 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:34:14,742 : INFO : EPOCH 5 - PROGRESS: at 21.04% examples, 505269 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:34:15,757 : INFO : EPOCH 5 - PROGRESS: at 21.52% examples, 506053 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:16,758 : INFO : EPOCH 5 - PROGRESS: at 22.07% examples, 506203 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:17,764 : INFO : EPOCH 5 - PROGRESS: at 22.58% examples, 506653 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:18,779 : INFO : EPOCH 5 - PROGRESS: at 23.10% examples, 507205 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:19,820 : INFO : EPOCH 5 - PROGRESS: at 23.62% examples, 507080 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:20,821 : INFO : EPOCH 5 - PROGRESS: at 24.21% examples, 507220 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:21,833 : INFO : EPOCH 5 - PROGRESS: at 24.77% examples, 506459 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:22,838 : INFO : EPOCH 5 - PROGRESS: at 25.24% examples, 507701 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:23,866 : INFO : EPOCH 5 - PROGRESS: at 25.74% examples, 508682 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:24,878 : INFO : EPOCH 5 - PROGRESS: at 26.30% examples, 508158 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:25,890 : INFO : EPOCH 5 - PROGRESS: at 26.87% examples, 508065 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:26,895 : INFO : EPOCH 5 - PROGRESS: at 27.37% examples, 509265 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:27,899 : INFO : EPOCH 5 - PROGRESS: at 27.88% examples, 510462 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:28,902 : INFO : EPOCH 5 - PROGRESS: at 28.41% examples, 510400 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:29,917 : INFO : EPOCH 5 - PROGRESS: at 28.94% examples, 510442 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:30,923 : INFO : EPOCH 5 - PROGRESS: at 29.50% examples, 508522 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:34:31,953 : INFO : EPOCH 5 - PROGRESS: at 30.07% examples, 507478 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:32,980 : INFO : EPOCH 5 - PROGRESS: at 30.59% examples, 507427 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:33,982 : INFO : EPOCH 5 - PROGRESS: at 31.13% examples, 507207 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:34:34,992 : INFO : EPOCH 5 - PROGRESS: at 31.60% examples, 508079 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:34:35,996 : INFO : EPOCH 5 - PROGRESS: at 32.05% examples, 509104 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:36,998 : INFO : EPOCH 5 - PROGRESS: at 32.51% examples, 510196 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:34:38,002 : INFO : EPOCH 5 - PROGRESS: at 32.98% examples, 510929 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:39,028 : INFO : EPOCH 5 - PROGRESS: at 33.45% examples, 511590 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:40,039 : INFO : EPOCH 5 - PROGRESS: at 33.87% examples, 513256 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:41,044 : INFO : EPOCH 5 - PROGRESS: at 34.28% examples, 514898 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:42,049 : INFO : EPOCH 5 - PROGRESS: at 34.84% examples, 514436 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:43,060 : INFO : EPOCH 5 - PROGRESS: at 35.41% examples, 514224 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:44,063 : INFO : EPOCH 5 - PROGRESS: at 35.85% examples, 515543 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:45,071 : INFO : EPOCH 5 - PROGRESS: at 36.26% examples, 516734 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:34:46,084 : INFO : EPOCH 5 - PROGRESS: at 36.76% examples, 517221 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:47,101 : INFO : EPOCH 5 - PROGRESS: at 37.31% examples, 516296 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:48,111 : INFO : EPOCH 5 - PROGRESS: at 37.74% examples, 517790 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:49,116 : INFO : EPOCH 5 - PROGRESS: at 38.07% examples, 520563 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:50,118 : INFO : EPOCH 5 - PROGRESS: at 38.53% examples, 521185 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:51,124 : INFO : EPOCH 5 - PROGRESS: at 38.91% examples, 522862 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:34:52,124 : INFO : EPOCH 5 - PROGRESS: at 39.35% examples, 524188 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:53,129 : INFO : EPOCH 5 - PROGRESS: at 39.78% examples, 524999 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:54,142 : INFO : EPOCH 5 - PROGRESS: at 40.12% examples, 526893 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:55,151 : INFO : EPOCH 5 - PROGRESS: at 40.45% examples, 529189 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:56,155 : INFO : EPOCH 5 - PROGRESS: at 40.79% examples, 531008 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:57,166 : INFO : EPOCH 5 - PROGRESS: at 41.14% examples, 532944 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:34:58,181 : INFO : EPOCH 5 - PROGRESS: at 41.47% examples, 535028 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:34:59,194 : INFO : EPOCH 5 - PROGRESS: at 41.92% examples, 535699 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:00,206 : INFO : EPOCH 5 - PROGRESS: at 42.35% examples, 536753 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:01,241 : INFO : EPOCH 5 - PROGRESS: at 42.88% examples, 536244 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:02,268 : INFO : EPOCH 5 - PROGRESS: at 43.32% examples, 537146 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:35:03,271 : INFO : EPOCH 5 - PROGRESS: at 43.77% examples, 537774 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:04,278 : INFO : EPOCH 5 - PROGRESS: at 44.23% examples, 538618 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:35:05,285 : INFO : EPOCH 5 - PROGRESS: at 44.74% examples, 538777 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:35:06,333 : INFO : EPOCH 5 - PROGRESS: at 45.21% examples, 539332 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:07,346 : INFO : EPOCH 5 - PROGRESS: at 45.73% examples, 539659 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:08,359 : INFO : EPOCH 5 - PROGRESS: at 46.16% examples, 540001 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:09,360 : INFO : EPOCH 5 - PROGRESS: at 46.59% examples, 540172 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:10,385 : INFO : EPOCH 5 - PROGRESS: at 47.05% examples, 539738 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:11,394 : INFO : EPOCH 5 - PROGRESS: at 47.49% examples, 539619 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:12,395 : INFO : EPOCH 5 - PROGRESS: at 47.91% examples, 539954 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:13,400 : INFO : EPOCH 5 - PROGRESS: at 48.30% examples, 539678 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:14,406 : INFO : EPOCH 5 - PROGRESS: at 48.80% examples, 539873 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:15,412 : INFO : EPOCH 5 - PROGRESS: at 49.31% examples, 539984 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:16,423 : INFO : EPOCH 5 - PROGRESS: at 49.70% examples, 540956 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:17,425 : INFO : EPOCH 5 - PROGRESS: at 50.21% examples, 540816 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:18,451 : INFO : EPOCH 5 - PROGRESS: at 50.70% examples, 541112 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:19,452 : INFO : EPOCH 5 - PROGRESS: at 51.19% examples, 541130 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:20,468 : INFO : EPOCH 5 - PROGRESS: at 51.66% examples, 541338 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:21,479 : INFO : EPOCH 5 - PROGRESS: at 52.16% examples, 541382 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:22,481 : INFO : EPOCH 5 - PROGRESS: at 52.67% examples, 541329 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:35:23,496 : INFO : EPOCH 5 - PROGRESS: at 53.11% examples, 541928 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:24,499 : INFO : EPOCH 5 - PROGRESS: at 53.57% examples, 542504 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:35:25,500 : INFO : EPOCH 5 - PROGRESS: at 54.08% examples, 542061 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:26,506 : INFO : EPOCH 5 - PROGRESS: at 54.60% examples, 542037 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:27,513 : INFO : EPOCH 5 - PROGRESS: at 55.07% examples, 541955 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:35:28,515 : INFO : EPOCH 5 - PROGRESS: at 55.50% examples, 542379 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:29,533 : INFO : EPOCH 5 - PROGRESS: at 55.75% examples, 543976 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:30,538 : INFO : EPOCH 5 - PROGRESS: at 56.09% examples, 544938 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:31,539 : INFO : EPOCH 5 - PROGRESS: at 56.44% examples, 545799 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:32,539 : INFO : EPOCH 5 - PROGRESS: at 56.77% examples, 546998 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:33,540 : INFO : EPOCH 5 - PROGRESS: at 57.12% examples, 547759 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:34,555 : INFO : EPOCH 5 - PROGRESS: at 57.52% examples, 548126 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:35,559 : INFO : EPOCH 5 - PROGRESS: at 57.84% examples, 549208 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:36,568 : INFO : EPOCH 5 - PROGRESS: at 58.14% examples, 550246 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:37,568 : INFO : EPOCH 5 - PROGRESS: at 58.44% examples, 551341 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:38,569 : INFO : EPOCH 5 - PROGRESS: at 58.81% examples, 552126 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:39,576 : INFO : EPOCH 5 - PROGRESS: at 59.09% examples, 553300 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:40,577 : INFO : EPOCH 5 - PROGRESS: at 59.38% examples, 554432 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:41,581 : INFO : EPOCH 5 - PROGRESS: at 59.73% examples, 555067 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:42,584 : INFO : EPOCH 5 - PROGRESS: at 60.00% examples, 556264 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:43,598 : INFO : EPOCH 5 - PROGRESS: at 60.26% examples, 557529 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:44,598 : INFO : EPOCH 5 - PROGRESS: at 60.52% examples, 558850 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:45,611 : INFO : EPOCH 5 - PROGRESS: at 60.78% examples, 560126 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:46,621 : INFO : EPOCH 5 - PROGRESS: at 61.11% examples, 560917 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:47,626 : INFO : EPOCH 5 - PROGRESS: at 61.43% examples, 561775 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:48,626 : INFO : EPOCH 5 - PROGRESS: at 61.75% examples, 562583 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:49,633 : INFO : EPOCH 5 - PROGRESS: at 62.08% examples, 563403 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:35:50,633 : INFO : EPOCH 5 - PROGRESS: at 62.42% examples, 564056 words/s, in_qsize 8, out_qsize 1
2020-08-16 15:35:51,636 : INFO : EPOCH 5 - PROGRESS: at 62.71% examples, 565016 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:52,651 : INFO : EPOCH 5 - PROGRESS: at 63.03% examples, 565875 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:53,653 : INFO : EPOCH 5 - PROGRESS: at 63.35% examples, 566543 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:54,661 : INFO : EPOCH 5 - PROGRESS: at 63.68% examples, 567306 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:55,662 : INFO : EPOCH 5 - PROGRESS: at 63.95% examples, 568731 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:56,665 : INFO : EPOCH 5 - PROGRESS: at 64.26% examples, 570287 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:57,667 : INFO : EPOCH 5 - PROGRESS: at 64.64% examples, 571346 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:35:58,669 : INFO : EPOCH 5 - PROGRESS: at 65.03% examples, 572491 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:35:59,671 : INFO : EPOCH 5 - PROGRESS: at 65.45% examples, 573303 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:00,673 : INFO : EPOCH 5 - PROGRESS: at 65.86% examples, 574168 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:01,673 : INFO : EPOCH 5 - PROGRESS: at 66.22% examples, 574785 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:02,679 : INFO : EPOCH 5 - PROGRESS: at 66.59% examples, 575171 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:03,698 : INFO : EPOCH 5 - PROGRESS: at 66.96% examples, 575671 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:04,709 : INFO : EPOCH 5 - PROGRESS: at 67.34% examples, 576046 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:05,724 : INFO : EPOCH 5 - PROGRESS: at 67.67% examples, 576650 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:06,733 : INFO : EPOCH 5 - PROGRESS: at 68.01% examples, 577121 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:07,734 : INFO : EPOCH 5 - PROGRESS: at 68.38% examples, 577615 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:36:08,736 : INFO : EPOCH 5 - PROGRESS: at 68.74% examples, 577972 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:09,737 : INFO : EPOCH 5 - PROGRESS: at 69.13% examples, 578383 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:10,738 : INFO : EPOCH 5 - PROGRESS: at 69.50% examples, 578935 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:36:11,742 : INFO : EPOCH 5 - PROGRESS: at 69.86% examples, 579299 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:12,757 : INFO : EPOCH 5 - PROGRESS: at 70.23% examples, 579663 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:36:13,764 : INFO : EPOCH 5 - PROGRESS: at 70.61% examples, 579943 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:14,769 : INFO : EPOCH 5 - PROGRESS: at 71.00% examples, 580309 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:36:15,779 : INFO : EPOCH 5 - PROGRESS: at 71.37% examples, 580743 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:16,786 : INFO : EPOCH 5 - PROGRESS: at 71.75% examples, 581078 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:17,801 : INFO : EPOCH 5 - PROGRESS: at 72.14% examples, 581307 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:18,810 : INFO : EPOCH 5 - PROGRESS: at 72.53% examples, 581498 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:19,816 : INFO : EPOCH 5 - PROGRESS: at 72.92% examples, 581731 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:20,831 : INFO : EPOCH 5 - PROGRESS: at 73.29% examples, 582051 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:21,837 : INFO : EPOCH 5 - PROGRESS: at 73.68% examples, 582289 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:22,856 : INFO : EPOCH 5 - PROGRESS: at 74.07% examples, 582463 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:23,862 : INFO : EPOCH 5 - PROGRESS: at 74.44% examples, 582762 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:24,864 : INFO : EPOCH 5 - PROGRESS: at 74.77% examples, 583236 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:25,870 : INFO : EPOCH 5 - PROGRESS: at 75.11% examples, 583717 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:26,887 : INFO : EPOCH 5 - PROGRESS: at 75.46% examples, 584206 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:27,892 : INFO : EPOCH 5 - PROGRESS: at 75.79% examples, 584773 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:36:28,902 : INFO : EPOCH 5 - PROGRESS: at 76.11% examples, 585315 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:36:29,911 : INFO : EPOCH 5 - PROGRESS: at 76.48% examples, 585609 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:30,914 : INFO : EPOCH 5 - PROGRESS: at 76.86% examples, 585920 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:31,917 : INFO : EPOCH 5 - PROGRESS: at 77.24% examples, 586176 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:32,923 : INFO : EPOCH 5 - PROGRESS: at 77.57% examples, 586730 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:33,946 : INFO : EPOCH 5 - PROGRESS: at 77.90% examples, 587134 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:34,958 : INFO : EPOCH 5 - PROGRESS: at 78.19% examples, 587734 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:35,963 : INFO : EPOCH 5 - PROGRESS: at 78.53% examples, 588064 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:36,963 : INFO : EPOCH 5 - PROGRESS: at 78.87% examples, 588464 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:36:37,972 : INFO : EPOCH 5 - PROGRESS: at 79.24% examples, 588773 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:38,975 : INFO : EPOCH 5 - PROGRESS: at 79.57% examples, 589249 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:39,986 : INFO : EPOCH 5 - PROGRESS: at 79.89% examples, 589706 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:40,987 : INFO : EPOCH 5 - PROGRESS: at 80.22% examples, 590200 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:41,992 : INFO : EPOCH 5 - PROGRESS: at 80.60% examples, 590355 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:43,014 : INFO : EPOCH 5 - PROGRESS: at 80.91% examples, 590788 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:44,021 : INFO : EPOCH 5 - PROGRESS: at 81.19% examples, 591351 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:45,024 : INFO : EPOCH 5 - PROGRESS: at 81.49% examples, 591880 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:46,038 : INFO : EPOCH 5 - PROGRESS: at 81.80% examples, 592287 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:47,045 : INFO : EPOCH 5 - PROGRESS: at 82.15% examples, 592645 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:36:48,049 : INFO : EPOCH 5 - PROGRESS: at 82.47% examples, 593066 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:49,075 : INFO : EPOCH 5 - PROGRESS: at 82.81% examples, 593371 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:50,094 : INFO : EPOCH 5 - PROGRESS: at 83.16% examples, 593662 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:51,112 : INFO : EPOCH 5 - PROGRESS: at 83.51% examples, 594020 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:52,112 : INFO : EPOCH 5 - PROGRESS: at 83.84% examples, 594375 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:36:53,127 : INFO : EPOCH 5 - PROGRESS: at 84.17% examples, 594796 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:54,133 : INFO : EPOCH 5 - PROGRESS: at 84.44% examples, 595325 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:55,137 : INFO : EPOCH 5 - PROGRESS: at 84.78% examples, 595626 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:36:56,156 : INFO : EPOCH 5 - PROGRESS: at 85.15% examples, 595907 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:57,162 : INFO : EPOCH 5 - PROGRESS: at 85.51% examples, 596213 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:58,165 : INFO : EPOCH 5 - PROGRESS: at 85.88% examples, 596370 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:36:59,165 : INFO : EPOCH 5 - PROGRESS: at 86.20% examples, 596788 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:00,178 : INFO : EPOCH 5 - PROGRESS: at 86.53% examples, 597136 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:01,178 : INFO : EPOCH 5 - PROGRESS: at 86.82% examples, 597561 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:02,184 : INFO : EPOCH 5 - PROGRESS: at 87.14% examples, 597891 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:37:03,190 : INFO : EPOCH 5 - PROGRESS: at 87.49% examples, 598282 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:04,191 : INFO : EPOCH 5 - PROGRESS: at 87.79% examples, 598678 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:05,219 : INFO : EPOCH 5 - PROGRESS: at 88.11% examples, 599128 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:06,221 : INFO : EPOCH 5 - PROGRESS: at 88.45% examples, 599455 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:07,223 : INFO : EPOCH 5 - PROGRESS: at 88.75% examples, 599873 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:08,226 : INFO : EPOCH 5 - PROGRESS: at 89.06% examples, 600045 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:09,231 : INFO : EPOCH 5 - PROGRESS: at 89.36% examples, 600212 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:37:10,242 : INFO : EPOCH 5 - PROGRESS: at 89.73% examples, 600154 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:11,261 : INFO : EPOCH 5 - PROGRESS: at 90.04% examples, 600254 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:12,269 : INFO : EPOCH 5 - PROGRESS: at 90.36% examples, 600336 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:13,282 : INFO : EPOCH 5 - PROGRESS: at 90.67% examples, 600129 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:14,282 : INFO : EPOCH 5 - PROGRESS: at 90.83% examples, 600700 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:15,289 : INFO : EPOCH 5 - PROGRESS: at 91.16% examples, 601413 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:16,294 : INFO : EPOCH 5 - PROGRESS: at 91.55% examples, 601950 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:17,296 : INFO : EPOCH 5 - PROGRESS: at 91.92% examples, 602522 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:18,298 : INFO : EPOCH 5 - PROGRESS: at 92.30% examples, 603053 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:19,315 : INFO : EPOCH 5 - PROGRESS: at 92.69% examples, 603604 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:20,316 : INFO : EPOCH 5 - PROGRESS: at 93.02% examples, 604349 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:21,325 : INFO : EPOCH 5 - PROGRESS: at 93.43% examples, 604748 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:22,341 : INFO : EPOCH 5 - PROGRESS: at 93.81% examples, 605281 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:23,342 : INFO : EPOCH 5 - PROGRESS: at 94.18% examples, 605830 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:24,348 : INFO : EPOCH 5 - PROGRESS: at 94.54% examples, 606429 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:25,349 : INFO : EPOCH 5 - PROGRESS: at 94.93% examples, 606920 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:26,352 : INFO : EPOCH 5 - PROGRESS: at 95.31% examples, 607456 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:27,353 : INFO : EPOCH 5 - PROGRESS: at 95.69% examples, 607967 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:28,356 : INFO : EPOCH 5 - PROGRESS: at 96.07% examples, 608422 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:29,371 : INFO : EPOCH 5 - PROGRESS: at 96.39% examples, 609080 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:30,371 : INFO : EPOCH 5 - PROGRESS: at 96.75% examples, 609635 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:31,373 : INFO : EPOCH 5 - PROGRESS: at 97.11% examples, 610202 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:32,374 : INFO : EPOCH 5 - PROGRESS: at 97.49% examples, 610666 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:33,378 : INFO : EPOCH 5 - PROGRESS: at 97.83% examples, 611267 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:34,379 : INFO : EPOCH 5 - PROGRESS: at 98.19% examples, 611798 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:35,384 : INFO : EPOCH 5 - PROGRESS: at 98.52% examples, 612393 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:36,394 : INFO : EPOCH 5 - PROGRESS: at 98.86% examples, 612993 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:37,396 : INFO : EPOCH 5 - PROGRESS: at 99.09% examples, 613831 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:38,421 : INFO : EPOCH 5 - PROGRESS: at 99.52% examples, 614179 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:39,425 : INFO : EPOCH 5 - PROGRESS: at 99.93% examples, 614575 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:37:39,553 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 15:37:39,577 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 15:37:39,578 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 15:37:39,586 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 15:37:39,587 : INFO : EPOCH - 5 : training on 206654289 raw words (151581050 effective words) took 246.6s, 614625 effective words/s
2020-08-16 15:37:40,598 : INFO : EPOCH 6 - PROGRESS: at 0.55% examples, 499270 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:41,606 : INFO : EPOCH 6 - PROGRESS: at 0.99% examples, 559556 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:42,610 : INFO : EPOCH 6 - PROGRESS: at 1.46% examples, 575120 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:43,621 : INFO : EPOCH 6 - PROGRESS: at 1.94% examples, 576029 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:44,631 : INFO : EPOCH 6 - PROGRESS: at 2.44% examples, 573161 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:45,644 : INFO : EPOCH 6 - PROGRESS: at 2.97% examples, 568285 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:46,652 : INFO : EPOCH 6 - PROGRESS: at 3.45% examples, 567725 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:47,693 : INFO : EPOCH 6 - PROGRESS: at 3.99% examples, 546054 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:48,702 : INFO : EPOCH 6 - PROGRESS: at 4.52% examples, 541188 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:49,714 : INFO : EPOCH 6 - PROGRESS: at 4.98% examples, 545121 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:50,750 : INFO : EPOCH 6 - PROGRESS: at 5.51% examples, 543127 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:51,762 : INFO : EPOCH 6 - PROGRESS: at 6.02% examples, 544733 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:37:52,763 : INFO : EPOCH 6 - PROGRESS: at 6.51% examples, 542150 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:53,763 : INFO : EPOCH 6 - PROGRESS: at 7.02% examples, 541220 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:54,777 : INFO : EPOCH 6 - PROGRESS: at 7.40% examples, 548141 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:55,779 : INFO : EPOCH 6 - PROGRESS: at 7.92% examples, 546212 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:56,895 : INFO : EPOCH 6 - PROGRESS: at 8.36% examples, 524943 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:57,898 : INFO : EPOCH 6 - PROGRESS: at 8.97% examples, 501947 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:37:58,904 : INFO : EPOCH 6 - PROGRESS: at 9.49% examples, 485809 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:37:59,914 : INFO : EPOCH 6 - PROGRESS: at 10.06% examples, 474736 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:00,933 : INFO : EPOCH 6 - PROGRESS: at 10.61% examples, 474575 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:01,934 : INFO : EPOCH 6 - PROGRESS: at 11.17% examples, 474657 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:02,941 : INFO : EPOCH 6 - PROGRESS: at 11.61% examples, 480910 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:03,949 : INFO : EPOCH 6 - PROGRESS: at 12.12% examples, 484351 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:04,950 : INFO : EPOCH 6 - PROGRESS: at 12.61% examples, 487380 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:05,953 : INFO : EPOCH 6 - PROGRESS: at 13.12% examples, 489099 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:06,953 : INFO : EPOCH 6 - PROGRESS: at 13.62% examples, 491248 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:07,985 : INFO : EPOCH 6 - PROGRESS: at 14.14% examples, 491501 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:08,999 : INFO : EPOCH 6 - PROGRESS: at 14.66% examples, 493444 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:10,000 : INFO : EPOCH 6 - PROGRESS: at 15.22% examples, 493370 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:11,000 : INFO : EPOCH 6 - PROGRESS: at 15.65% examples, 496605 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:12,006 : INFO : EPOCH 6 - PROGRESS: at 16.17% examples, 496551 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:13,032 : INFO : EPOCH 6 - PROGRESS: at 16.75% examples, 496707 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:14,039 : INFO : EPOCH 6 - PROGRESS: at 17.22% examples, 499660 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:15,052 : INFO : EPOCH 6 - PROGRESS: at 17.77% examples, 500287 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:16,056 : INFO : EPOCH 6 - PROGRESS: at 18.36% examples, 499815 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:17,057 : INFO : EPOCH 6 - PROGRESS: at 18.93% examples, 501369 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:18,068 : INFO : EPOCH 6 - PROGRESS: at 19.43% examples, 503505 words/s, in_qsize 7, out_qsize 1
2020-08-16 15:38:19,077 : INFO : EPOCH 6 - PROGRESS: at 19.95% examples, 505203 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:20,084 : INFO : EPOCH 6 - PROGRESS: at 20.46% examples, 506282 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:21,093 : INFO : EPOCH 6 - PROGRESS: at 21.00% examples, 506874 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:22,103 : INFO : EPOCH 6 - PROGRESS: at 21.47% examples, 508269 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:23,113 : INFO : EPOCH 6 - PROGRESS: at 22.03% examples, 508266 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:24,117 : INFO : EPOCH 6 - PROGRESS: at 22.54% examples, 508884 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:25,129 : INFO : EPOCH 6 - PROGRESS: at 23.05% examples, 509223 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:26,149 : INFO : EPOCH 6 - PROGRESS: at 23.55% examples, 509737 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:27,152 : INFO : EPOCH 6 - PROGRESS: at 24.12% examples, 509228 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:28,159 : INFO : EPOCH 6 - PROGRESS: at 24.71% examples, 508225 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:29,164 : INFO : EPOCH 6 - PROGRESS: at 25.19% examples, 509753 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:30,171 : INFO : EPOCH 6 - PROGRESS: at 25.68% examples, 510683 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:31,180 : INFO : EPOCH 6 - PROGRESS: at 26.23% examples, 510196 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:32,184 : INFO : EPOCH 6 - PROGRESS: at 26.79% examples, 509995 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:33,189 : INFO : EPOCH 6 - PROGRESS: at 27.30% examples, 511274 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:34,194 : INFO : EPOCH 6 - PROGRESS: at 27.81% examples, 512028 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:35,222 : INFO : EPOCH 6 - PROGRESS: at 28.35% examples, 512298 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:36,254 : INFO : EPOCH 6 - PROGRESS: at 28.88% examples, 512445 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:37,264 : INFO : EPOCH 6 - PROGRESS: at 29.45% examples, 510455 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:38,305 : INFO : EPOCH 6 - PROGRESS: at 30.02% examples, 509263 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:39,316 : INFO : EPOCH 6 - PROGRESS: at 30.55% examples, 509215 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:40,317 : INFO : EPOCH 6 - PROGRESS: at 31.09% examples, 508915 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:41,324 : INFO : EPOCH 6 - PROGRESS: at 31.57% examples, 509766 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:42,341 : INFO : EPOCH 6 - PROGRESS: at 32.01% examples, 510850 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:43,349 : INFO : EPOCH 6 - PROGRESS: at 32.48% examples, 511897 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:44,363 : INFO : EPOCH 6 - PROGRESS: at 32.96% examples, 512855 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:45,365 : INFO : EPOCH 6 - PROGRESS: at 33.42% examples, 513557 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:46,370 : INFO : EPOCH 6 - PROGRESS: at 33.84% examples, 515011 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:47,376 : INFO : EPOCH 6 - PROGRESS: at 34.26% examples, 516748 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:48,382 : INFO : EPOCH 6 - PROGRESS: at 34.83% examples, 516435 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:49,397 : INFO : EPOCH 6 - PROGRESS: at 35.37% examples, 515984 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:38:50,403 : INFO : EPOCH 6 - PROGRESS: at 35.83% examples, 517283 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:51,406 : INFO : EPOCH 6 - PROGRESS: at 36.26% examples, 518763 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:52,430 : INFO : EPOCH 6 - PROGRESS: at 36.73% examples, 519073 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:53,431 : INFO : EPOCH 6 - PROGRESS: at 37.28% examples, 517999 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:54,433 : INFO : EPOCH 6 - PROGRESS: at 37.74% examples, 519268 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:55,445 : INFO : EPOCH 6 - PROGRESS: at 38.05% examples, 522097 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:56,446 : INFO : EPOCH 6 - PROGRESS: at 38.50% examples, 522867 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:57,447 : INFO : EPOCH 6 - PROGRESS: at 38.89% examples, 524391 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:58,462 : INFO : EPOCH 6 - PROGRESS: at 39.33% examples, 525763 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:38:59,468 : INFO : EPOCH 6 - PROGRESS: at 39.77% examples, 526646 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:00,475 : INFO : EPOCH 6 - PROGRESS: at 40.12% examples, 528651 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:39:01,486 : INFO : EPOCH 6 - PROGRESS: at 40.44% examples, 530851 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:02,491 : INFO : EPOCH 6 - PROGRESS: at 40.78% examples, 532730 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:03,493 : INFO : EPOCH 6 - PROGRESS: at 41.13% examples, 534542 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:39:04,500 : INFO : EPOCH 6 - PROGRESS: at 41.46% examples, 536653 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:39:05,520 : INFO : EPOCH 6 - PROGRESS: at 41.90% examples, 537348 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:06,539 : INFO : EPOCH 6 - PROGRESS: at 42.34% examples, 538431 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:07,541 : INFO : EPOCH 6 - PROGRESS: at 42.85% examples, 538025 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:08,550 : INFO : EPOCH 6 - PROGRESS: at 43.27% examples, 538447 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:09,551 : INFO : EPOCH 6 - PROGRESS: at 43.68% examples, 538590 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:39:10,552 : INFO : EPOCH 6 - PROGRESS: at 44.14% examples, 538701 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:39:11,558 : INFO : EPOCH 6 - PROGRESS: at 44.55% examples, 538839 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:12,579 : INFO : EPOCH 6 - PROGRESS: at 45.00% examples, 538727 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:13,580 : INFO : EPOCH 6 - PROGRESS: at 45.45% examples, 538615 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:14,589 : INFO : EPOCH 6 - PROGRESS: at 45.94% examples, 538929 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:15,591 : INFO : EPOCH 6 - PROGRESS: at 46.40% examples, 539860 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:16,592 : INFO : EPOCH 6 - PROGRESS: at 46.86% examples, 540603 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:17,597 : INFO : EPOCH 6 - PROGRESS: at 47.37% examples, 540240 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:18,602 : INFO : EPOCH 6 - PROGRESS: at 47.84% examples, 540758 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:19,607 : INFO : EPOCH 6 - PROGRESS: at 48.26% examples, 541692 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:20,607 : INFO : EPOCH 6 - PROGRESS: at 48.77% examples, 541802 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:39:21,618 : INFO : EPOCH 6 - PROGRESS: at 49.29% examples, 541729 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:22,639 : INFO : EPOCH 6 - PROGRESS: at 49.67% examples, 542845 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:39:23,656 : INFO : EPOCH 6 - PROGRESS: at 50.19% examples, 542605 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:24,667 : INFO : EPOCH 6 - PROGRESS: at 50.67% examples, 543014 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:39:25,679 : INFO : EPOCH 6 - PROGRESS: at 51.17% examples, 542921 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:39:26,681 : INFO : EPOCH 6 - PROGRESS: at 51.62% examples, 543105 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:27,692 : INFO : EPOCH 6 - PROGRESS: at 52.13% examples, 543114 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:28,710 : INFO : EPOCH 6 - PROGRESS: at 52.64% examples, 542941 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:29,732 : INFO : EPOCH 6 - PROGRESS: at 53.06% examples, 543607 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:30,759 : INFO : EPOCH 6 - PROGRESS: at 53.56% examples, 544161 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:31,769 : INFO : EPOCH 6 - PROGRESS: at 54.08% examples, 543788 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:32,769 : INFO : EPOCH 6 - PROGRESS: at 54.60% examples, 543777 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:33,774 : INFO : EPOCH 6 - PROGRESS: at 55.08% examples, 543749 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:34,783 : INFO : EPOCH 6 - PROGRESS: at 55.50% examples, 544004 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:35,783 : INFO : EPOCH 6 - PROGRESS: at 55.74% examples, 545617 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:36,788 : INFO : EPOCH 6 - PROGRESS: at 56.08% examples, 546630 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:37,798 : INFO : EPOCH 6 - PROGRESS: at 56.44% examples, 547499 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:38,803 : INFO : EPOCH 6 - PROGRESS: at 56.77% examples, 548670 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:39,803 : INFO : EPOCH 6 - PROGRESS: at 57.12% examples, 549487 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:40,809 : INFO : EPOCH 6 - PROGRESS: at 57.52% examples, 549826 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:41,820 : INFO : EPOCH 6 - PROGRESS: at 57.84% examples, 550868 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:42,820 : INFO : EPOCH 6 - PROGRESS: at 58.14% examples, 551931 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:43,832 : INFO : EPOCH 6 - PROGRESS: at 58.45% examples, 553021 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:44,837 : INFO : EPOCH 6 - PROGRESS: at 58.81% examples, 553826 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:45,837 : INFO : EPOCH 6 - PROGRESS: at 59.10% examples, 554972 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:46,839 : INFO : EPOCH 6 - PROGRESS: at 59.38% examples, 556084 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:47,843 : INFO : EPOCH 6 - PROGRESS: at 59.73% examples, 556712 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:48,850 : INFO : EPOCH 6 - PROGRESS: at 60.01% examples, 558001 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:39:49,867 : INFO : EPOCH 6 - PROGRESS: at 60.27% examples, 559297 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:50,889 : INFO : EPOCH 6 - PROGRESS: at 60.54% examples, 560623 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:51,897 : INFO : EPOCH 6 - PROGRESS: at 60.80% examples, 562018 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:52,914 : INFO : EPOCH 6 - PROGRESS: at 61.14% examples, 562761 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:53,922 : INFO : EPOCH 6 - PROGRESS: at 61.46% examples, 563649 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:54,927 : INFO : EPOCH 6 - PROGRESS: at 61.78% examples, 564424 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:39:55,943 : INFO : EPOCH 6 - PROGRESS: at 62.12% examples, 565289 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:56,944 : INFO : EPOCH 6 - PROGRESS: at 62.46% examples, 566143 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:39:57,945 : INFO : EPOCH 6 - PROGRESS: at 62.77% examples, 566985 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:39:58,945 : INFO : EPOCH 6 - PROGRESS: at 63.08% examples, 567906 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:39:59,947 : INFO : EPOCH 6 - PROGRESS: at 63.41% examples, 568621 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:40:00,950 : INFO : EPOCH 6 - PROGRESS: at 63.74% examples, 569332 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:01,959 : INFO : EPOCH 6 - PROGRESS: at 63.98% examples, 571058 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:02,979 : INFO : EPOCH 6 - PROGRESS: at 64.32% examples, 572431 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:03,981 : INFO : EPOCH 6 - PROGRESS: at 64.72% examples, 573446 words/s, in_qsize 7, out_qsize 1
2020-08-16 15:40:04,995 : INFO : EPOCH 6 - PROGRESS: at 65.08% examples, 574610 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:06,000 : INFO : EPOCH 6 - PROGRESS: at 65.52% examples, 575297 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:07,002 : INFO : EPOCH 6 - PROGRESS: at 65.88% examples, 575763 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:40:08,015 : INFO : EPOCH 6 - PROGRESS: at 66.25% examples, 576226 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:40:09,021 : INFO : EPOCH 6 - PROGRESS: at 66.61% examples, 576702 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:10,023 : INFO : EPOCH 6 - PROGRESS: at 66.99% examples, 577109 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:11,037 : INFO : EPOCH 6 - PROGRESS: at 67.37% examples, 577425 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:12,047 : INFO : EPOCH 6 - PROGRESS: at 67.69% examples, 578122 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:13,067 : INFO : EPOCH 6 - PROGRESS: at 68.04% examples, 578608 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:14,072 : INFO : EPOCH 6 - PROGRESS: at 68.42% examples, 579064 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:15,095 : INFO : EPOCH 6 - PROGRESS: at 68.78% examples, 579470 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:16,103 : INFO : EPOCH 6 - PROGRESS: at 69.19% examples, 579962 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:17,104 : INFO : EPOCH 6 - PROGRESS: at 69.56% examples, 580355 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:40:18,106 : INFO : EPOCH 6 - PROGRESS: at 69.92% examples, 580797 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:40:19,117 : INFO : EPOCH 6 - PROGRESS: at 70.28% examples, 581074 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:20,138 : INFO : EPOCH 6 - PROGRESS: at 70.67% examples, 581384 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:21,140 : INFO : EPOCH 6 - PROGRESS: at 71.05% examples, 581746 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:22,143 : INFO : EPOCH 6 - PROGRESS: at 71.42% examples, 582237 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:23,145 : INFO : EPOCH 6 - PROGRESS: at 71.80% examples, 582540 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:24,154 : INFO : EPOCH 6 - PROGRESS: at 72.20% examples, 582789 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:25,155 : INFO : EPOCH 6 - PROGRESS: at 72.59% examples, 583038 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:26,179 : INFO : EPOCH 6 - PROGRESS: at 72.98% examples, 583209 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:40:27,180 : INFO : EPOCH 6 - PROGRESS: at 73.35% examples, 583558 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:28,189 : INFO : EPOCH 6 - PROGRESS: at 73.75% examples, 583738 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:29,194 : INFO : EPOCH 6 - PROGRESS: at 74.12% examples, 583955 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:30,202 : INFO : EPOCH 6 - PROGRESS: at 74.49% examples, 584283 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:31,213 : INFO : EPOCH 6 - PROGRESS: at 74.83% examples, 584745 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:32,214 : INFO : EPOCH 6 - PROGRESS: at 75.17% examples, 585294 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:33,219 : INFO : EPOCH 6 - PROGRESS: at 75.50% examples, 585776 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:34,229 : INFO : EPOCH 6 - PROGRESS: at 75.85% examples, 586311 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:35,248 : INFO : EPOCH 6 - PROGRESS: at 76.19% examples, 586798 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:36,257 : INFO : EPOCH 6 - PROGRESS: at 76.55% examples, 587175 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:37,262 : INFO : EPOCH 6 - PROGRESS: at 76.94% examples, 587508 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:38,270 : INFO : EPOCH 6 - PROGRESS: at 77.29% examples, 587848 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:39,272 : INFO : EPOCH 6 - PROGRESS: at 77.65% examples, 588267 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:40,273 : INFO : EPOCH 6 - PROGRESS: at 77.94% examples, 588859 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:41,276 : INFO : EPOCH 6 - PROGRESS: at 78.26% examples, 589300 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:42,290 : INFO : EPOCH 6 - PROGRESS: at 78.62% examples, 589639 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:43,291 : INFO : EPOCH 6 - PROGRESS: at 78.93% examples, 590094 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:40:44,292 : INFO : EPOCH 6 - PROGRESS: at 79.31% examples, 590355 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:45,306 : INFO : EPOCH 6 - PROGRESS: at 79.61% examples, 590950 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:46,317 : INFO : EPOCH 6 - PROGRESS: at 79.95% examples, 591387 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:47,325 : INFO : EPOCH 6 - PROGRESS: at 80.30% examples, 591742 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:48,331 : INFO : EPOCH 6 - PROGRESS: at 80.66% examples, 592077 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:49,334 : INFO : EPOCH 6 - PROGRESS: at 80.96% examples, 592610 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:40:50,354 : INFO : EPOCH 6 - PROGRESS: at 81.27% examples, 593081 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:51,356 : INFO : EPOCH 6 - PROGRESS: at 81.55% examples, 593706 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:40:52,374 : INFO : EPOCH 6 - PROGRESS: at 81.87% examples, 594060 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:53,380 : INFO : EPOCH 6 - PROGRESS: at 82.25% examples, 594375 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:54,396 : INFO : EPOCH 6 - PROGRESS: at 82.56% examples, 594808 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:55,397 : INFO : EPOCH 6 - PROGRESS: at 82.88% examples, 595147 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:56,398 : INFO : EPOCH 6 - PROGRESS: at 83.25% examples, 595432 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:57,414 : INFO : EPOCH 6 - PROGRESS: at 83.61% examples, 595724 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:58,418 : INFO : EPOCH 6 - PROGRESS: at 83.92% examples, 596193 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:40:59,427 : INFO : EPOCH 6 - PROGRESS: at 84.25% examples, 596513 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:00,432 : INFO : EPOCH 6 - PROGRESS: at 84.52% examples, 597077 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:41:01,441 : INFO : EPOCH 6 - PROGRESS: at 84.88% examples, 597365 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:02,448 : INFO : EPOCH 6 - PROGRESS: at 85.23% examples, 597670 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:03,457 : INFO : EPOCH 6 - PROGRESS: at 85.60% examples, 597909 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:04,462 : INFO : EPOCH 6 - PROGRESS: at 85.94% examples, 598223 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:41:05,475 : INFO : EPOCH 6 - PROGRESS: at 86.26% examples, 598577 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:41:06,476 : INFO : EPOCH 6 - PROGRESS: at 86.60% examples, 599030 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:07,486 : INFO : EPOCH 6 - PROGRESS: at 86.92% examples, 599368 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:41:08,505 : INFO : EPOCH 6 - PROGRESS: at 87.21% examples, 599631 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:09,513 : INFO : EPOCH 6 - PROGRESS: at 87.55% examples, 599636 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:10,525 : INFO : EPOCH 6 - PROGRESS: at 87.84% examples, 599948 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:11,549 : INFO : EPOCH 6 - PROGRESS: at 88.14% examples, 600126 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:12,554 : INFO : EPOCH 6 - PROGRESS: at 88.44% examples, 600168 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:13,555 : INFO : EPOCH 6 - PROGRESS: at 88.69% examples, 600081 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:14,569 : INFO : EPOCH 6 - PROGRESS: at 89.02% examples, 600356 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:41:15,570 : INFO : EPOCH 6 - PROGRESS: at 89.37% examples, 601067 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:16,571 : INFO : EPOCH 6 - PROGRESS: at 89.77% examples, 601569 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:17,579 : INFO : EPOCH 6 - PROGRESS: at 90.14% examples, 601899 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:18,584 : INFO : EPOCH 6 - PROGRESS: at 90.49% examples, 602200 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:41:19,589 : INFO : EPOCH 6 - PROGRESS: at 90.80% examples, 602602 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:20,600 : INFO : EPOCH 6 - PROGRESS: at 90.99% examples, 603424 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:41:21,607 : INFO : EPOCH 6 - PROGRESS: at 91.34% examples, 603684 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:22,619 : INFO : EPOCH 6 - PROGRESS: at 91.67% examples, 603981 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:23,640 : INFO : EPOCH 6 - PROGRESS: at 92.00% examples, 604299 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:24,650 : INFO : EPOCH 6 - PROGRESS: at 92.39% examples, 604418 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:25,650 : INFO : EPOCH 6 - PROGRESS: at 92.72% examples, 604796 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:26,652 : INFO : EPOCH 6 - PROGRESS: at 93.02% examples, 605179 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:27,664 : INFO : EPOCH 6 - PROGRESS: at 93.40% examples, 605280 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:28,674 : INFO : EPOCH 6 - PROGRESS: at 93.76% examples, 605531 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:29,679 : INFO : EPOCH 6 - PROGRESS: at 94.10% examples, 605834 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:30,694 : INFO : EPOCH 6 - PROGRESS: at 94.41% examples, 606134 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:41:31,702 : INFO : EPOCH 6 - PROGRESS: at 94.77% examples, 606286 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:32,709 : INFO : EPOCH 6 - PROGRESS: at 95.11% examples, 606560 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:33,722 : INFO : EPOCH 6 - PROGRESS: at 95.46% examples, 606800 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:34,740 : INFO : EPOCH 6 - PROGRESS: at 95.80% examples, 606995 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:35,746 : INFO : EPOCH 6 - PROGRESS: at 96.17% examples, 607191 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:36,755 : INFO : EPOCH 6 - PROGRESS: at 96.45% examples, 607560 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:37,761 : INFO : EPOCH 6 - PROGRESS: at 96.77% examples, 607851 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:38,772 : INFO : EPOCH 6 - PROGRESS: at 97.10% examples, 608163 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:39,779 : INFO : EPOCH 6 - PROGRESS: at 97.45% examples, 608353 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:40,788 : INFO : EPOCH 6 - PROGRESS: at 97.78% examples, 608627 words/s, in_qsize 7, out_qsize 1
2020-08-16 15:41:41,794 : INFO : EPOCH 6 - PROGRESS: at 98.09% examples, 608966 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:42,796 : INFO : EPOCH 6 - PROGRESS: at 98.42% examples, 609247 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:43,803 : INFO : EPOCH 6 - PROGRESS: at 98.73% examples, 609535 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:44,806 : INFO : EPOCH 6 - PROGRESS: at 98.95% examples, 610143 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:45,813 : INFO : EPOCH 6 - PROGRESS: at 99.25% examples, 610494 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:46,827 : INFO : EPOCH 6 - PROGRESS: at 99.62% examples, 610587 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:41:47,771 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 15:41:47,791 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 15:41:47,801 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 15:41:47,802 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 15:41:47,803 : INFO : EPOCH - 6 : training on 206654289 raw words (151578648 effective words) took 248.2s, 610683 effective words/s
2020-08-16 15:41:48,815 : INFO : EPOCH 7 - PROGRESS: at 0.54% examples, 491806 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:49,823 : INFO : EPOCH 7 - PROGRESS: at 0.98% examples, 551679 words/s, in_qsize 7, out_qsize 1
2020-08-16 15:41:50,826 : INFO : EPOCH 7 - PROGRESS: at 1.46% examples, 577773 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:51,837 : INFO : EPOCH 7 - PROGRESS: at 1.95% examples, 577773 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:52,849 : INFO : EPOCH 7 - PROGRESS: at 2.44% examples, 573055 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:53,875 : INFO : EPOCH 7 - PROGRESS: at 2.97% examples, 566912 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:54,877 : INFO : EPOCH 7 - PROGRESS: at 3.45% examples, 567125 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:55,946 : INFO : EPOCH 7 - PROGRESS: at 3.99% examples, 543589 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:56,961 : INFO : EPOCH 7 - PROGRESS: at 4.52% examples, 538661 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:41:57,983 : INFO : EPOCH 7 - PROGRESS: at 4.98% examples, 542320 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:41:59,029 : INFO : EPOCH 7 - PROGRESS: at 5.51% examples, 540104 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:00,031 : INFO : EPOCH 7 - PROGRESS: at 6.02% examples, 542435 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:01,048 : INFO : EPOCH 7 - PROGRESS: at 6.50% examples, 538791 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:02,053 : INFO : EPOCH 7 - PROGRESS: at 7.01% examples, 537950 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:03,087 : INFO : EPOCH 7 - PROGRESS: at 7.40% examples, 544807 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:04,092 : INFO : EPOCH 7 - PROGRESS: at 7.93% examples, 543427 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:05,196 : INFO : EPOCH 7 - PROGRESS: at 8.36% examples, 522400 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:42:06,231 : INFO : EPOCH 7 - PROGRESS: at 8.92% examples, 498286 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:07,249 : INFO : EPOCH 7 - PROGRESS: at 9.49% examples, 482603 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:08,257 : INFO : EPOCH 7 - PROGRESS: at 10.04% examples, 470711 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:09,262 : INFO : EPOCH 7 - PROGRESS: at 10.58% examples, 471070 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:10,274 : INFO : EPOCH 7 - PROGRESS: at 11.13% examples, 470486 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:11,275 : INFO : EPOCH 7 - PROGRESS: at 11.59% examples, 476693 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:42:12,284 : INFO : EPOCH 7 - PROGRESS: at 12.09% examples, 480553 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:13,289 : INFO : EPOCH 7 - PROGRESS: at 12.57% examples, 483948 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:14,295 : INFO : EPOCH 7 - PROGRESS: at 13.09% examples, 485266 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:42:15,319 : INFO : EPOCH 7 - PROGRESS: at 13.60% examples, 487681 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:16,328 : INFO : EPOCH 7 - PROGRESS: at 14.11% examples, 488433 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:17,341 : INFO : EPOCH 7 - PROGRESS: at 14.62% examples, 489988 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:18,373 : INFO : EPOCH 7 - PROGRESS: at 15.19% examples, 489913 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:19,378 : INFO : EPOCH 7 - PROGRESS: at 15.63% examples, 493458 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:42:20,392 : INFO : EPOCH 7 - PROGRESS: at 16.16% examples, 493781 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:21,408 : INFO : EPOCH 7 - PROGRESS: at 16.73% examples, 493945 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:22,415 : INFO : EPOCH 7 - PROGRESS: at 17.20% examples, 496595 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:23,419 : INFO : EPOCH 7 - PROGRESS: at 17.75% examples, 497629 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:24,424 : INFO : EPOCH 7 - PROGRESS: at 18.32% examples, 497020 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:25,433 : INFO : EPOCH 7 - PROGRESS: at 18.89% examples, 498112 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:26,440 : INFO : EPOCH 7 - PROGRESS: at 19.41% examples, 500757 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:27,445 : INFO : EPOCH 7 - PROGRESS: at 19.91% examples, 502182 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:28,458 : INFO : EPOCH 7 - PROGRESS: at 20.41% examples, 503408 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:29,468 : INFO : EPOCH 7 - PROGRESS: at 20.96% examples, 503590 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:42:30,473 : INFO : EPOCH 7 - PROGRESS: at 21.44% examples, 505433 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:31,508 : INFO : EPOCH 7 - PROGRESS: at 21.97% examples, 504902 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:32,517 : INFO : EPOCH 7 - PROGRESS: at 22.51% examples, 505519 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:33,523 : INFO : EPOCH 7 - PROGRESS: at 23.01% examples, 506335 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:42:34,534 : INFO : EPOCH 7 - PROGRESS: at 23.50% examples, 506837 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:42:35,542 : INFO : EPOCH 7 - PROGRESS: at 24.07% examples, 506410 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:36,551 : INFO : EPOCH 7 - PROGRESS: at 24.64% examples, 505244 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:37,580 : INFO : EPOCH 7 - PROGRESS: at 25.14% examples, 506046 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:38,601 : INFO : EPOCH 7 - PROGRESS: at 25.62% examples, 507248 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:39,604 : INFO : EPOCH 7 - PROGRESS: at 26.15% examples, 507241 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:40,633 : INFO : EPOCH 7 - PROGRESS: at 26.74% examples, 506593 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:41,650 : INFO : EPOCH 7 - PROGRESS: at 27.24% examples, 507884 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:42,665 : INFO : EPOCH 7 - PROGRESS: at 27.75% examples, 508605 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:43,666 : INFO : EPOCH 7 - PROGRESS: at 28.29% examples, 509231 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:44,685 : INFO : EPOCH 7 - PROGRESS: at 28.82% examples, 509495 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:45,704 : INFO : EPOCH 7 - PROGRESS: at 29.38% examples, 507571 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:46,728 : INFO : EPOCH 7 - PROGRESS: at 29.95% examples, 506454 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:47,729 : INFO : EPOCH 7 - PROGRESS: at 30.49% examples, 506117 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:48,763 : INFO : EPOCH 7 - PROGRESS: at 31.01% examples, 505571 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:49,772 : INFO : EPOCH 7 - PROGRESS: at 31.51% examples, 506444 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:50,777 : INFO : EPOCH 7 - PROGRESS: at 31.95% examples, 507874 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:51,788 : INFO : EPOCH 7 - PROGRESS: at 32.43% examples, 508730 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:52,792 : INFO : EPOCH 7 - PROGRESS: at 32.90% examples, 510133 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:53,804 : INFO : EPOCH 7 - PROGRESS: at 33.37% examples, 510671 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:54,806 : INFO : EPOCH 7 - PROGRESS: at 33.80% examples, 512283 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:55,808 : INFO : EPOCH 7 - PROGRESS: at 34.21% examples, 514074 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:56,852 : INFO : EPOCH 7 - PROGRESS: at 34.76% examples, 513741 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:42:57,857 : INFO : EPOCH 7 - PROGRESS: at 35.32% examples, 513470 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:58,877 : INFO : EPOCH 7 - PROGRESS: at 35.79% examples, 514204 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:42:59,878 : INFO : EPOCH 7 - PROGRESS: at 36.20% examples, 515907 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:00,893 : INFO : EPOCH 7 - PROGRESS: at 36.68% examples, 516647 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:01,898 : INFO : EPOCH 7 - PROGRESS: at 37.24% examples, 515333 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:02,900 : INFO : EPOCH 7 - PROGRESS: at 37.69% examples, 516728 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:03,908 : INFO : EPOCH 7 - PROGRESS: at 38.00% examples, 519443 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:04,924 : INFO : EPOCH 7 - PROGRESS: at 38.45% examples, 520244 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:05,931 : INFO : EPOCH 7 - PROGRESS: at 38.85% examples, 521676 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:06,933 : INFO : EPOCH 7 - PROGRESS: at 39.28% examples, 523033 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:07,933 : INFO : EPOCH 7 - PROGRESS: at 39.71% examples, 523613 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:08,954 : INFO : EPOCH 7 - PROGRESS: at 40.04% examples, 525058 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:09,959 : INFO : EPOCH 7 - PROGRESS: at 40.33% examples, 526728 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:43:10,964 : INFO : EPOCH 7 - PROGRESS: at 40.66% examples, 528029 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:11,978 : INFO : EPOCH 7 - PROGRESS: at 40.98% examples, 529365 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:12,979 : INFO : EPOCH 7 - PROGRESS: at 41.28% examples, 530088 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:13,984 : INFO : EPOCH 7 - PROGRESS: at 41.58% examples, 531087 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:14,985 : INFO : EPOCH 7 - PROGRESS: at 42.08% examples, 532233 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:15,996 : INFO : EPOCH 7 - PROGRESS: at 42.52% examples, 532841 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:16,998 : INFO : EPOCH 7 - PROGRESS: at 43.01% examples, 532749 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:18,035 : INFO : EPOCH 7 - PROGRESS: at 43.45% examples, 533886 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:19,050 : INFO : EPOCH 7 - PROGRESS: at 43.94% examples, 534406 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:20,089 : INFO : EPOCH 7 - PROGRESS: at 44.42% examples, 535206 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:21,100 : INFO : EPOCH 7 - PROGRESS: at 44.92% examples, 535677 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:22,108 : INFO : EPOCH 7 - PROGRESS: at 45.40% examples, 536218 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:23,127 : INFO : EPOCH 7 - PROGRESS: at 45.89% examples, 536480 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:24,144 : INFO : EPOCH 7 - PROGRESS: at 46.37% examples, 537331 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:25,161 : INFO : EPOCH 7 - PROGRESS: at 46.82% examples, 538118 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:26,165 : INFO : EPOCH 7 - PROGRESS: at 47.34% examples, 537884 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:27,165 : INFO : EPOCH 7 - PROGRESS: at 47.80% examples, 538267 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:28,171 : INFO : EPOCH 7 - PROGRESS: at 48.21% examples, 539372 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:29,199 : INFO : EPOCH 7 - PROGRESS: at 48.72% examples, 539280 words/s, in_qsize 7, out_qsize 1
2020-08-16 15:43:30,199 : INFO : EPOCH 7 - PROGRESS: at 49.26% examples, 539070 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:31,209 : INFO : EPOCH 7 - PROGRESS: at 49.62% examples, 540474 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:32,232 : INFO : EPOCH 7 - PROGRESS: at 50.12% examples, 540158 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:43:33,238 : INFO : EPOCH 7 - PROGRESS: at 50.62% examples, 540662 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:43:34,243 : INFO : EPOCH 7 - PROGRESS: at 51.11% examples, 540594 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:35,256 : INFO : EPOCH 7 - PROGRESS: at 51.58% examples, 540814 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:36,265 : INFO : EPOCH 7 - PROGRESS: at 52.08% examples, 540770 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:37,266 : INFO : EPOCH 7 - PROGRESS: at 52.59% examples, 540745 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:38,269 : INFO : EPOCH 7 - PROGRESS: at 53.02% examples, 541599 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:39,273 : INFO : EPOCH 7 - PROGRESS: at 53.50% examples, 541922 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:40,278 : INFO : EPOCH 7 - PROGRESS: at 54.00% examples, 541512 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:41,293 : INFO : EPOCH 7 - PROGRESS: at 54.53% examples, 541515 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:42,307 : INFO : EPOCH 7 - PROGRESS: at 55.02% examples, 541534 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:43,312 : INFO : EPOCH 7 - PROGRESS: at 55.47% examples, 541661 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:44,314 : INFO : EPOCH 7 - PROGRESS: at 55.71% examples, 543388 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:43:45,318 : INFO : EPOCH 7 - PROGRESS: at 56.05% examples, 544396 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:46,332 : INFO : EPOCH 7 - PROGRESS: at 56.40% examples, 545304 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:47,336 : INFO : EPOCH 7 - PROGRESS: at 56.71% examples, 546490 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:48,339 : INFO : EPOCH 7 - PROGRESS: at 57.07% examples, 547293 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:49,342 : INFO : EPOCH 7 - PROGRESS: at 57.47% examples, 547742 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:50,358 : INFO : EPOCH 7 - PROGRESS: at 57.78% examples, 548867 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:43:51,358 : INFO : EPOCH 7 - PROGRESS: at 58.11% examples, 549797 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:52,374 : INFO : EPOCH 7 - PROGRESS: at 58.41% examples, 550998 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:53,392 : INFO : EPOCH 7 - PROGRESS: at 58.77% examples, 551765 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:54,394 : INFO : EPOCH 7 - PROGRESS: at 59.07% examples, 552858 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:55,404 : INFO : EPOCH 7 - PROGRESS: at 59.35% examples, 554115 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:56,415 : INFO : EPOCH 7 - PROGRESS: at 59.71% examples, 554719 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:57,420 : INFO : EPOCH 7 - PROGRESS: at 59.99% examples, 556079 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:58,429 : INFO : EPOCH 7 - PROGRESS: at 60.25% examples, 557367 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:43:59,429 : INFO : EPOCH 7 - PROGRESS: at 60.51% examples, 558694 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:00,431 : INFO : EPOCH 7 - PROGRESS: at 60.77% examples, 559973 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:01,442 : INFO : EPOCH 7 - PROGRESS: at 61.09% examples, 560798 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:44:02,456 : INFO : EPOCH 7 - PROGRESS: at 61.42% examples, 561624 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:03,471 : INFO : EPOCH 7 - PROGRESS: at 61.75% examples, 562533 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:04,478 : INFO : EPOCH 7 - PROGRESS: at 62.08% examples, 563401 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:05,501 : INFO : EPOCH 7 - PROGRESS: at 62.43% examples, 564068 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:06,504 : INFO : EPOCH 7 - PROGRESS: at 62.72% examples, 565026 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:07,508 : INFO : EPOCH 7 - PROGRESS: at 63.03% examples, 565873 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:08,510 : INFO : EPOCH 7 - PROGRESS: at 63.37% examples, 566650 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:09,515 : INFO : EPOCH 7 - PROGRESS: at 63.69% examples, 567318 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:10,517 : INFO : EPOCH 7 - PROGRESS: at 63.96% examples, 568845 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:11,523 : INFO : EPOCH 7 - PROGRESS: at 64.27% examples, 570369 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:44:12,525 : INFO : EPOCH 7 - PROGRESS: at 64.65% examples, 571428 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:13,537 : INFO : EPOCH 7 - PROGRESS: at 65.03% examples, 572536 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:14,554 : INFO : EPOCH 7 - PROGRESS: at 65.45% examples, 573182 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:15,561 : INFO : EPOCH 7 - PROGRESS: at 65.82% examples, 573595 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:16,561 : INFO : EPOCH 7 - PROGRESS: at 66.19% examples, 574115 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:17,563 : INFO : EPOCH 7 - PROGRESS: at 66.55% examples, 574524 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:44:18,565 : INFO : EPOCH 7 - PROGRESS: at 66.91% examples, 575020 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:44:19,569 : INFO : EPOCH 7 - PROGRESS: at 67.28% examples, 575415 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:20,575 : INFO : EPOCH 7 - PROGRESS: at 67.63% examples, 575950 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:21,581 : INFO : EPOCH 7 - PROGRESS: at 67.96% examples, 576487 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:44:22,583 : INFO : EPOCH 7 - PROGRESS: at 68.32% examples, 577030 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:23,588 : INFO : EPOCH 7 - PROGRESS: at 68.70% examples, 577425 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:24,606 : INFO : EPOCH 7 - PROGRESS: at 69.07% examples, 577739 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:25,623 : INFO : EPOCH 7 - PROGRESS: at 69.47% examples, 578320 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:26,625 : INFO : EPOCH 7 - PROGRESS: at 69.82% examples, 578723 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:27,634 : INFO : EPOCH 7 - PROGRESS: at 70.19% examples, 579170 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:28,638 : INFO : EPOCH 7 - PROGRESS: at 70.58% examples, 579385 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:44:29,656 : INFO : EPOCH 7 - PROGRESS: at 70.96% examples, 579732 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:30,658 : INFO : EPOCH 7 - PROGRESS: at 71.34% examples, 580249 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:31,658 : INFO : EPOCH 7 - PROGRESS: at 71.71% examples, 580613 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:32,688 : INFO : EPOCH 7 - PROGRESS: at 72.10% examples, 580827 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:33,697 : INFO : EPOCH 7 - PROGRESS: at 72.50% examples, 581073 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:34,698 : INFO : EPOCH 7 - PROGRESS: at 72.89% examples, 581231 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:35,706 : INFO : EPOCH 7 - PROGRESS: at 73.26% examples, 581511 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:36,708 : INFO : EPOCH 7 - PROGRESS: at 73.63% examples, 581754 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:37,709 : INFO : EPOCH 7 - PROGRESS: at 74.02% examples, 581952 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:38,714 : INFO : EPOCH 7 - PROGRESS: at 74.40% examples, 582184 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:39,716 : INFO : EPOCH 7 - PROGRESS: at 74.73% examples, 582685 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:40,728 : INFO : EPOCH 7 - PROGRESS: at 75.07% examples, 583167 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:41,734 : INFO : EPOCH 7 - PROGRESS: at 75.42% examples, 583668 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:44:42,753 : INFO : EPOCH 7 - PROGRESS: at 75.76% examples, 584250 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:43,763 : INFO : EPOCH 7 - PROGRESS: at 76.08% examples, 584848 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:44,770 : INFO : EPOCH 7 - PROGRESS: at 76.44% examples, 585188 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:45,790 : INFO : EPOCH 7 - PROGRESS: at 76.82% examples, 585444 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:46,796 : INFO : EPOCH 7 - PROGRESS: at 77.21% examples, 585731 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:47,796 : INFO : EPOCH 7 - PROGRESS: at 77.53% examples, 586292 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:48,814 : INFO : EPOCH 7 - PROGRESS: at 77.87% examples, 586732 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:49,814 : INFO : EPOCH 7 - PROGRESS: at 78.16% examples, 587335 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:50,819 : INFO : EPOCH 7 - PROGRESS: at 78.51% examples, 587667 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:51,821 : INFO : EPOCH 7 - PROGRESS: at 78.83% examples, 588093 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:52,827 : INFO : EPOCH 7 - PROGRESS: at 79.21% examples, 588431 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:53,831 : INFO : EPOCH 7 - PROGRESS: at 79.53% examples, 588903 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:54,838 : INFO : EPOCH 7 - PROGRESS: at 79.86% examples, 589324 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:55,839 : INFO : EPOCH 7 - PROGRESS: at 80.17% examples, 589824 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:56,839 : INFO : EPOCH 7 - PROGRESS: at 80.56% examples, 589997 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:57,863 : INFO : EPOCH 7 - PROGRESS: at 80.88% examples, 590460 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:58,863 : INFO : EPOCH 7 - PROGRESS: at 81.16% examples, 591041 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:44:59,866 : INFO : EPOCH 7 - PROGRESS: at 81.47% examples, 591576 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:00,871 : INFO : EPOCH 7 - PROGRESS: at 81.77% examples, 592077 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:45:01,882 : INFO : EPOCH 7 - PROGRESS: at 82.11% examples, 592328 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:02,904 : INFO : EPOCH 7 - PROGRESS: at 82.45% examples, 592725 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:03,922 : INFO : EPOCH 7 - PROGRESS: at 82.78% examples, 593060 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:04,937 : INFO : EPOCH 7 - PROGRESS: at 83.13% examples, 593358 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:05,956 : INFO : EPOCH 7 - PROGRESS: at 83.47% examples, 593716 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:06,974 : INFO : EPOCH 7 - PROGRESS: at 83.83% examples, 594023 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:07,984 : INFO : EPOCH 7 - PROGRESS: at 84.14% examples, 594392 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:45:08,991 : INFO : EPOCH 7 - PROGRESS: at 84.41% examples, 594720 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:09,996 : INFO : EPOCH 7 - PROGRESS: at 84.72% examples, 594860 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:11,002 : INFO : EPOCH 7 - PROGRESS: at 85.04% examples, 594872 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:12,015 : INFO : EPOCH 7 - PROGRESS: at 85.37% examples, 594997 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:13,025 : INFO : EPOCH 7 - PROGRESS: at 85.69% examples, 594757 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:14,029 : INFO : EPOCH 7 - PROGRESS: at 86.00% examples, 594752 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:45:15,034 : INFO : EPOCH 7 - PROGRESS: at 86.34% examples, 595431 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:45:16,055 : INFO : EPOCH 7 - PROGRESS: at 86.70% examples, 596236 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:17,064 : INFO : EPOCH 7 - PROGRESS: at 87.06% examples, 596875 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:18,066 : INFO : EPOCH 7 - PROGRESS: at 87.41% examples, 597610 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:19,070 : INFO : EPOCH 7 - PROGRESS: at 87.78% examples, 598300 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:20,085 : INFO : EPOCH 7 - PROGRESS: at 88.12% examples, 599091 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:21,096 : INFO : EPOCH 7 - PROGRESS: at 88.48% examples, 599730 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:22,109 : INFO : EPOCH 7 - PROGRESS: at 88.83% examples, 600454 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:23,132 : INFO : EPOCH 7 - PROGRESS: at 89.18% examples, 601157 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:45:24,153 : INFO : EPOCH 7 - PROGRESS: at 89.59% examples, 601698 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:25,159 : INFO : EPOCH 7 - PROGRESS: at 89.99% examples, 602322 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:26,161 : INFO : EPOCH 7 - PROGRESS: at 90.36% examples, 602886 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:27,165 : INFO : EPOCH 7 - PROGRESS: at 90.75% examples, 603401 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:28,165 : INFO : EPOCH 7 - PROGRESS: at 90.91% examples, 604615 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:29,166 : INFO : EPOCH 7 - PROGRESS: at 91.32% examples, 605169 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:30,172 : INFO : EPOCH 7 - PROGRESS: at 91.67% examples, 605793 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:31,191 : INFO : EPOCH 7 - PROGRESS: at 92.03% examples, 606369 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:32,199 : INFO : EPOCH 7 - PROGRESS: at 92.45% examples, 606707 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:45:33,204 : INFO : EPOCH 7 - PROGRESS: at 92.78% examples, 607018 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:34,215 : INFO : EPOCH 7 - PROGRESS: at 93.09% examples, 607409 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:35,220 : INFO : EPOCH 7 - PROGRESS: at 93.45% examples, 607511 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:36,232 : INFO : EPOCH 7 - PROGRESS: at 93.80% examples, 607714 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:37,249 : INFO : EPOCH 7 - PROGRESS: at 94.13% examples, 607928 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:38,265 : INFO : EPOCH 7 - PROGRESS: at 94.46% examples, 608223 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:45:39,265 : INFO : EPOCH 7 - PROGRESS: at 94.80% examples, 608417 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:40,267 : INFO : EPOCH 7 - PROGRESS: at 95.16% examples, 608592 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:41,276 : INFO : EPOCH 7 - PROGRESS: at 95.49% examples, 608873 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:42,293 : INFO : EPOCH 7 - PROGRESS: at 95.84% examples, 609032 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:43,295 : INFO : EPOCH 7 - PROGRESS: at 96.17% examples, 609333 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:44,296 : INFO : EPOCH 7 - PROGRESS: at 96.48% examples, 609597 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:45,297 : INFO : EPOCH 7 - PROGRESS: at 96.80% examples, 609868 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:46,297 : INFO : EPOCH 7 - PROGRESS: at 97.13% examples, 610152 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:47,299 : INFO : EPOCH 7 - PROGRESS: at 97.47% examples, 610341 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:48,319 : INFO : EPOCH 7 - PROGRESS: at 97.80% examples, 610594 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:45:49,323 : INFO : EPOCH 7 - PROGRESS: at 98.11% examples, 610916 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:45:50,344 : INFO : EPOCH 7 - PROGRESS: at 98.43% examples, 611221 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:51,345 : INFO : EPOCH 7 - PROGRESS: at 98.75% examples, 611536 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:52,350 : INFO : EPOCH 7 - PROGRESS: at 98.96% examples, 612199 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:53,352 : INFO : EPOCH 7 - PROGRESS: at 99.32% examples, 612649 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:54,355 : INFO : EPOCH 7 - PROGRESS: at 99.72% examples, 612964 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:55,032 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 15:45:55,052 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 15:45:55,059 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 15:45:55,060 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 15:45:55,061 : INFO : EPOCH - 7 : training on 206654289 raw words (151580496 effective words) took 247.3s, 613058 effective words/s
2020-08-16 15:45:56,080 : INFO : EPOCH 8 - PROGRESS: at 0.55% examples, 496594 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:57,087 : INFO : EPOCH 8 - PROGRESS: at 0.98% examples, 554428 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:58,092 : INFO : EPOCH 8 - PROGRESS: at 1.46% examples, 574190 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:45:59,107 : INFO : EPOCH 8 - PROGRESS: at 1.94% examples, 574861 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:00,130 : INFO : EPOCH 8 - PROGRESS: at 2.44% examples, 570651 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:01,152 : INFO : EPOCH 8 - PROGRESS: at 2.97% examples, 565379 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:46:02,155 : INFO : EPOCH 8 - PROGRESS: at 3.45% examples, 565673 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:03,157 : INFO : EPOCH 8 - PROGRESS: at 3.98% examples, 546065 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:04,159 : INFO : EPOCH 8 - PROGRESS: at 4.48% examples, 537397 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:46:05,172 : INFO : EPOCH 8 - PROGRESS: at 4.95% examples, 540333 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:06,204 : INFO : EPOCH 8 - PROGRESS: at 5.45% examples, 541109 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:07,220 : INFO : EPOCH 8 - PROGRESS: at 5.98% examples, 538702 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:08,258 : INFO : EPOCH 8 - PROGRESS: at 6.45% examples, 538393 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:09,267 : INFO : EPOCH 8 - PROGRESS: at 6.98% examples, 537142 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:10,302 : INFO : EPOCH 8 - PROGRESS: at 7.37% examples, 544412 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:11,316 : INFO : EPOCH 8 - PROGRESS: at 7.89% examples, 542774 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:12,474 : INFO : EPOCH 8 - PROGRESS: at 8.36% examples, 521860 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:13,476 : INFO : EPOCH 8 - PROGRESS: at 8.91% examples, 498558 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:14,513 : INFO : EPOCH 8 - PROGRESS: at 9.49% examples, 482499 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:15,531 : INFO : EPOCH 8 - PROGRESS: at 10.06% examples, 471109 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:46:16,552 : INFO : EPOCH 8 - PROGRESS: at 10.61% examples, 471455 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:17,569 : INFO : EPOCH 8 - PROGRESS: at 11.17% examples, 471024 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:46:18,585 : INFO : EPOCH 8 - PROGRESS: at 11.61% examples, 477501 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:19,594 : INFO : EPOCH 8 - PROGRESS: at 12.12% examples, 481078 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:20,609 : INFO : EPOCH 8 - PROGRESS: at 12.61% examples, 483920 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:21,613 : INFO : EPOCH 8 - PROGRESS: at 13.11% examples, 485491 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:22,622 : INFO : EPOCH 8 - PROGRESS: at 13.61% examples, 487372 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:23,652 : INFO : EPOCH 8 - PROGRESS: at 14.14% examples, 488268 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:24,668 : INFO : EPOCH 8 - PROGRESS: at 14.66% examples, 490263 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:46:25,673 : INFO : EPOCH 8 - PROGRESS: at 15.20% examples, 489772 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:26,675 : INFO : EPOCH 8 - PROGRESS: at 15.65% examples, 493529 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:27,689 : INFO : EPOCH 8 - PROGRESS: at 16.19% examples, 493929 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:28,701 : INFO : EPOCH 8 - PROGRESS: at 16.75% examples, 493922 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:29,720 : INFO : EPOCH 8 - PROGRESS: at 17.22% examples, 496755 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:46:30,722 : INFO : EPOCH 8 - PROGRESS: at 17.76% examples, 497416 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:31,737 : INFO : EPOCH 8 - PROGRESS: at 18.34% examples, 496691 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:46:32,740 : INFO : EPOCH 8 - PROGRESS: at 18.91% examples, 498266 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:33,753 : INFO : EPOCH 8 - PROGRESS: at 19.42% examples, 500643 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:46:34,761 : INFO : EPOCH 8 - PROGRESS: at 19.93% examples, 501842 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:35,763 : INFO : EPOCH 8 - PROGRESS: at 20.44% examples, 503413 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:36,781 : INFO : EPOCH 8 - PROGRESS: at 20.98% examples, 503625 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:37,783 : INFO : EPOCH 8 - PROGRESS: at 21.46% examples, 505523 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:38,811 : INFO : EPOCH 8 - PROGRESS: at 22.01% examples, 505065 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:39,833 : INFO : EPOCH 8 - PROGRESS: at 22.53% examples, 505899 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:46:40,850 : INFO : EPOCH 8 - PROGRESS: at 23.06% examples, 506568 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:41,885 : INFO : EPOCH 8 - PROGRESS: at 23.55% examples, 506944 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:42,892 : INFO : EPOCH 8 - PROGRESS: at 24.12% examples, 506445 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:43,902 : INFO : EPOCH 8 - PROGRESS: at 24.71% examples, 505474 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:44,905 : INFO : EPOCH 8 - PROGRESS: at 25.18% examples, 506928 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:45,909 : INFO : EPOCH 8 - PROGRESS: at 25.67% examples, 507800 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:46,909 : INFO : EPOCH 8 - PROGRESS: at 26.19% examples, 507453 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:47,912 : INFO : EPOCH 8 - PROGRESS: at 26.77% examples, 507072 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:48,924 : INFO : EPOCH 8 - PROGRESS: at 27.27% examples, 508278 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:49,938 : INFO : EPOCH 8 - PROGRESS: at 27.79% examples, 509145 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:50,940 : INFO : EPOCH 8 - PROGRESS: at 28.31% examples, 509355 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:51,946 : INFO : EPOCH 8 - PROGRESS: at 28.82% examples, 509621 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:46:52,960 : INFO : EPOCH 8 - PROGRESS: at 29.38% examples, 507618 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:53,960 : INFO : EPOCH 8 - PROGRESS: at 29.94% examples, 506590 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:54,964 : INFO : EPOCH 8 - PROGRESS: at 30.48% examples, 505972 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:55,998 : INFO : EPOCH 8 - PROGRESS: at 31.01% examples, 505784 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:57,005 : INFO : EPOCH 8 - PROGRESS: at 31.51% examples, 506673 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:46:58,013 : INFO : EPOCH 8 - PROGRESS: at 31.95% examples, 508065 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:46:59,016 : INFO : EPOCH 8 - PROGRESS: at 32.43% examples, 508873 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:47:00,018 : INFO : EPOCH 8 - PROGRESS: at 32.89% examples, 510048 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:01,020 : INFO : EPOCH 8 - PROGRESS: at 33.35% examples, 510477 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:02,026 : INFO : EPOCH 8 - PROGRESS: at 33.77% examples, 511938 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:03,032 : INFO : EPOCH 8 - PROGRESS: at 34.19% examples, 513811 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:47:04,050 : INFO : EPOCH 8 - PROGRESS: at 34.73% examples, 513754 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:05,061 : INFO : EPOCH 8 - PROGRESS: at 35.28% examples, 513267 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:47:06,081 : INFO : EPOCH 8 - PROGRESS: at 35.77% examples, 514042 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:07,104 : INFO : EPOCH 8 - PROGRESS: at 36.19% examples, 515654 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:08,107 : INFO : EPOCH 8 - PROGRESS: at 36.63% examples, 516176 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:09,110 : INFO : EPOCH 8 - PROGRESS: at 37.12% examples, 514484 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:47:10,119 : INFO : EPOCH 8 - PROGRESS: at 37.57% examples, 514624 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:11,126 : INFO : EPOCH 8 - PROGRESS: at 37.87% examples, 517070 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:12,127 : INFO : EPOCH 8 - PROGRESS: at 38.28% examples, 517338 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:13,128 : INFO : EPOCH 8 - PROGRESS: at 38.64% examples, 517312 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:14,129 : INFO : EPOCH 8 - PROGRESS: at 39.00% examples, 518151 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:15,147 : INFO : EPOCH 8 - PROGRESS: at 39.49% examples, 520163 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:16,148 : INFO : EPOCH 8 - PROGRESS: at 39.89% examples, 521823 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:17,166 : INFO : EPOCH 8 - PROGRESS: at 40.23% examples, 523864 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:18,172 : INFO : EPOCH 8 - PROGRESS: at 40.56% examples, 525960 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:19,198 : INFO : EPOCH 8 - PROGRESS: at 40.91% examples, 527858 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:20,207 : INFO : EPOCH 8 - PROGRESS: at 41.26% examples, 529828 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:21,222 : INFO : EPOCH 8 - PROGRESS: at 41.60% examples, 531813 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:47:22,227 : INFO : EPOCH 8 - PROGRESS: at 42.08% examples, 532360 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:47:23,235 : INFO : EPOCH 8 - PROGRESS: at 42.53% examples, 533046 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:24,241 : INFO : EPOCH 8 - PROGRESS: at 43.03% examples, 533198 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:25,256 : INFO : EPOCH 8 - PROGRESS: at 43.45% examples, 534137 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:26,265 : INFO : EPOCH 8 - PROGRESS: at 43.94% examples, 534687 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:47:27,266 : INFO : EPOCH 8 - PROGRESS: at 44.40% examples, 535479 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:28,267 : INFO : EPOCH 8 - PROGRESS: at 44.89% examples, 535863 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:29,271 : INFO : EPOCH 8 - PROGRESS: at 45.37% examples, 536355 words/s, in_qsize 7, out_qsize 1
2020-08-16 15:47:30,273 : INFO : EPOCH 8 - PROGRESS: at 45.86% examples, 536699 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:31,277 : INFO : EPOCH 8 - PROGRESS: at 46.32% examples, 537379 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:32,279 : INFO : EPOCH 8 - PROGRESS: at 46.76% examples, 538104 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:33,287 : INFO : EPOCH 8 - PROGRESS: at 47.28% examples, 537979 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:34,288 : INFO : EPOCH 8 - PROGRESS: at 47.75% examples, 538438 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:47:35,290 : INFO : EPOCH 8 - PROGRESS: at 48.16% examples, 539646 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:47:36,298 : INFO : EPOCH 8 - PROGRESS: at 48.68% examples, 539535 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:37,311 : INFO : EPOCH 8 - PROGRESS: at 49.20% examples, 539121 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:38,330 : INFO : EPOCH 8 - PROGRESS: at 49.58% examples, 540673 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:39,330 : INFO : EPOCH 8 - PROGRESS: at 50.06% examples, 540404 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:40,339 : INFO : EPOCH 8 - PROGRESS: at 50.55% examples, 540663 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:47:41,365 : INFO : EPOCH 8 - PROGRESS: at 51.05% examples, 540639 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:42,370 : INFO : EPOCH 8 - PROGRESS: at 51.53% examples, 540915 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:43,384 : INFO : EPOCH 8 - PROGRESS: at 52.03% examples, 540972 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:44,409 : INFO : EPOCH 8 - PROGRESS: at 52.54% examples, 540957 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:45,421 : INFO : EPOCH 8 - PROGRESS: at 52.98% examples, 541604 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:46,432 : INFO : EPOCH 8 - PROGRESS: at 53.46% examples, 541951 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:47:47,460 : INFO : EPOCH 8 - PROGRESS: at 53.96% examples, 541659 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:48,473 : INFO : EPOCH 8 - PROGRESS: at 54.49% examples, 541502 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:49,473 : INFO : EPOCH 8 - PROGRESS: at 54.96% examples, 541633 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:47:50,476 : INFO : EPOCH 8 - PROGRESS: at 55.45% examples, 541592 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:51,480 : INFO : EPOCH 8 - PROGRESS: at 55.70% examples, 543302 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:52,485 : INFO : EPOCH 8 - PROGRESS: at 56.03% examples, 544322 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:47:53,488 : INFO : EPOCH 8 - PROGRESS: at 56.38% examples, 545388 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:54,500 : INFO : EPOCH 8 - PROGRESS: at 56.68% examples, 546485 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:55,519 : INFO : EPOCH 8 - PROGRESS: at 57.04% examples, 547316 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:56,524 : INFO : EPOCH 8 - PROGRESS: at 57.45% examples, 547822 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:47:57,553 : INFO : EPOCH 8 - PROGRESS: at 57.76% examples, 548831 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:47:58,556 : INFO : EPOCH 8 - PROGRESS: at 58.10% examples, 549812 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:47:59,557 : INFO : EPOCH 8 - PROGRESS: at 58.39% examples, 551070 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:00,558 : INFO : EPOCH 8 - PROGRESS: at 58.74% examples, 551739 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:01,562 : INFO : EPOCH 8 - PROGRESS: at 59.05% examples, 552886 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:02,571 : INFO : EPOCH 8 - PROGRESS: at 59.33% examples, 554069 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:48:03,576 : INFO : EPOCH 8 - PROGRESS: at 59.69% examples, 554736 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:04,583 : INFO : EPOCH 8 - PROGRESS: at 59.97% examples, 556056 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:05,588 : INFO : EPOCH 8 - PROGRESS: at 60.23% examples, 557431 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:06,598 : INFO : EPOCH 8 - PROGRESS: at 60.49% examples, 558729 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:48:07,600 : INFO : EPOCH 8 - PROGRESS: at 60.76% examples, 560155 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:08,626 : INFO : EPOCH 8 - PROGRESS: at 61.09% examples, 561076 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:09,649 : INFO : EPOCH 8 - PROGRESS: at 61.42% examples, 561922 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:10,659 : INFO : EPOCH 8 - PROGRESS: at 61.74% examples, 562745 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:11,662 : INFO : EPOCH 8 - PROGRESS: at 62.07% examples, 563576 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:12,667 : INFO : EPOCH 8 - PROGRESS: at 62.42% examples, 564308 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:48:13,670 : INFO : EPOCH 8 - PROGRESS: at 62.71% examples, 565320 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:14,673 : INFO : EPOCH 8 - PROGRESS: at 63.03% examples, 566226 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:15,678 : INFO : EPOCH 8 - PROGRESS: at 63.35% examples, 566880 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:16,691 : INFO : EPOCH 8 - PROGRESS: at 63.69% examples, 567670 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:17,696 : INFO : EPOCH 8 - PROGRESS: at 63.96% examples, 569183 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:18,698 : INFO : EPOCH 8 - PROGRESS: at 64.27% examples, 570765 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:19,709 : INFO : EPOCH 8 - PROGRESS: at 64.65% examples, 571743 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:20,718 : INFO : EPOCH 8 - PROGRESS: at 65.04% examples, 572911 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:21,721 : INFO : EPOCH 8 - PROGRESS: at 65.47% examples, 573702 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:22,724 : INFO : EPOCH 8 - PROGRESS: at 65.84% examples, 574132 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:23,725 : INFO : EPOCH 8 - PROGRESS: at 66.20% examples, 574699 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:24,733 : INFO : EPOCH 8 - PROGRESS: at 66.56% examples, 575083 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:25,748 : INFO : EPOCH 8 - PROGRESS: at 66.92% examples, 575526 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:26,749 : INFO : EPOCH 8 - PROGRESS: at 67.31% examples, 576021 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:48:27,750 : INFO : EPOCH 8 - PROGRESS: at 67.65% examples, 576583 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:28,765 : INFO : EPOCH 8 - PROGRESS: at 67.99% examples, 577173 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:48:29,774 : INFO : EPOCH 8 - PROGRESS: at 68.35% examples, 577542 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:30,779 : INFO : EPOCH 8 - PROGRESS: at 68.72% examples, 577980 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:48:31,783 : INFO : EPOCH 8 - PROGRESS: at 69.11% examples, 578384 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:32,784 : INFO : EPOCH 8 - PROGRESS: at 69.48% examples, 578935 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:48:33,794 : INFO : EPOCH 8 - PROGRESS: at 69.85% examples, 579357 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:34,796 : INFO : EPOCH 8 - PROGRESS: at 70.21% examples, 579773 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:35,803 : INFO : EPOCH 8 - PROGRESS: at 70.60% examples, 580010 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:48:36,822 : INFO : EPOCH 8 - PROGRESS: at 70.98% examples, 580322 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:37,830 : INFO : EPOCH 8 - PROGRESS: at 71.36% examples, 580810 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:38,831 : INFO : EPOCH 8 - PROGRESS: at 71.73% examples, 581170 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:39,831 : INFO : EPOCH 8 - PROGRESS: at 72.12% examples, 581401 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:48:40,832 : INFO : EPOCH 8 - PROGRESS: at 72.51% examples, 581581 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:41,853 : INFO : EPOCH 8 - PROGRESS: at 72.90% examples, 581758 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:48:42,864 : INFO : EPOCH 8 - PROGRESS: at 73.28% examples, 582146 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:43,874 : INFO : EPOCH 8 - PROGRESS: at 73.67% examples, 582447 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:44,879 : INFO : EPOCH 8 - PROGRESS: at 74.06% examples, 582630 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:45,886 : INFO : EPOCH 8 - PROGRESS: at 74.43% examples, 582928 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:46,898 : INFO : EPOCH 8 - PROGRESS: at 74.77% examples, 583446 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:47,912 : INFO : EPOCH 8 - PROGRESS: at 75.11% examples, 583943 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:48:48,918 : INFO : EPOCH 8 - PROGRESS: at 75.45% examples, 584385 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:49,934 : INFO : EPOCH 8 - PROGRESS: at 75.79% examples, 584913 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:48:50,937 : INFO : EPOCH 8 - PROGRESS: at 76.10% examples, 585515 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:48:51,948 : INFO : EPOCH 8 - PROGRESS: at 76.48% examples, 585845 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:52,951 : INFO : EPOCH 8 - PROGRESS: at 76.86% examples, 586196 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:53,953 : INFO : EPOCH 8 - PROGRESS: at 77.24% examples, 586450 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:54,973 : INFO : EPOCH 8 - PROGRESS: at 77.58% examples, 586958 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:55,974 : INFO : EPOCH 8 - PROGRESS: at 77.91% examples, 587508 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:56,984 : INFO : EPOCH 8 - PROGRESS: at 78.20% examples, 588036 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:58,017 : INFO : EPOCH 8 - PROGRESS: at 78.55% examples, 588391 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:48:59,025 : INFO : EPOCH 8 - PROGRESS: at 78.89% examples, 588860 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:00,037 : INFO : EPOCH 8 - PROGRESS: at 79.26% examples, 589068 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:49:01,042 : INFO : EPOCH 8 - PROGRESS: at 79.58% examples, 589617 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:02,047 : INFO : EPOCH 8 - PROGRESS: at 79.91% examples, 590120 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:03,049 : INFO : EPOCH 8 - PROGRESS: at 80.24% examples, 590546 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:04,056 : INFO : EPOCH 8 - PROGRESS: at 80.62% examples, 590738 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:05,074 : INFO : EPOCH 8 - PROGRESS: at 80.93% examples, 591249 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:06,086 : INFO : EPOCH 8 - PROGRESS: at 81.23% examples, 591830 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:07,101 : INFO : EPOCH 8 - PROGRESS: at 81.51% examples, 592431 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:08,105 : INFO : EPOCH 8 - PROGRESS: at 81.84% examples, 592706 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:09,127 : INFO : EPOCH 8 - PROGRESS: at 82.16% examples, 592763 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:10,131 : INFO : EPOCH 8 - PROGRESS: at 82.46% examples, 592996 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:11,167 : INFO : EPOCH 8 - PROGRESS: at 82.78% examples, 593134 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:49:12,183 : INFO : EPOCH 8 - PROGRESS: at 83.12% examples, 593272 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:13,199 : INFO : EPOCH 8 - PROGRESS: at 83.40% examples, 593107 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:14,202 : INFO : EPOCH 8 - PROGRESS: at 83.73% examples, 593133 words/s, in_qsize 7, out_qsize 1
2020-08-16 15:49:15,207 : INFO : EPOCH 8 - PROGRESS: at 84.07% examples, 593983 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:16,209 : INFO : EPOCH 8 - PROGRESS: at 84.40% examples, 594752 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:49:17,235 : INFO : EPOCH 8 - PROGRESS: at 84.76% examples, 595486 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:18,235 : INFO : EPOCH 8 - PROGRESS: at 85.16% examples, 596105 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:19,243 : INFO : EPOCH 8 - PROGRESS: at 85.55% examples, 596639 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:49:20,248 : INFO : EPOCH 8 - PROGRESS: at 85.92% examples, 596932 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:49:21,260 : INFO : EPOCH 8 - PROGRESS: at 86.24% examples, 597352 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:22,274 : INFO : EPOCH 8 - PROGRESS: at 86.57% examples, 597756 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:23,286 : INFO : EPOCH 8 - PROGRESS: at 86.89% examples, 598200 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:24,290 : INFO : EPOCH 8 - PROGRESS: at 87.20% examples, 598678 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:25,293 : INFO : EPOCH 8 - PROGRESS: at 87.56% examples, 598900 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:49:26,294 : INFO : EPOCH 8 - PROGRESS: at 87.87% examples, 599495 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:27,297 : INFO : EPOCH 8 - PROGRESS: at 88.19% examples, 599796 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:49:28,299 : INFO : EPOCH 8 - PROGRESS: at 88.51% examples, 600189 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:29,301 : INFO : EPOCH 8 - PROGRESS: at 88.83% examples, 600643 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:30,313 : INFO : EPOCH 8 - PROGRESS: at 89.15% examples, 600999 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:31,323 : INFO : EPOCH 8 - PROGRESS: at 89.50% examples, 601274 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:32,324 : INFO : EPOCH 8 - PROGRESS: at 89.85% examples, 601547 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:33,325 : INFO : EPOCH 8 - PROGRESS: at 90.20% examples, 601777 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:34,332 : INFO : EPOCH 8 - PROGRESS: at 90.55% examples, 602026 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:35,336 : INFO : EPOCH 8 - PROGRESS: at 90.81% examples, 602588 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:36,337 : INFO : EPOCH 8 - PROGRESS: at 91.05% examples, 603283 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:37,364 : INFO : EPOCH 8 - PROGRESS: at 91.40% examples, 603536 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:38,365 : INFO : EPOCH 8 - PROGRESS: at 91.75% examples, 603789 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:49:39,386 : INFO : EPOCH 8 - PROGRESS: at 92.07% examples, 604118 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:49:40,399 : INFO : EPOCH 8 - PROGRESS: at 92.45% examples, 604230 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:41,402 : INFO : EPOCH 8 - PROGRESS: at 92.79% examples, 604589 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:42,407 : INFO : EPOCH 8 - PROGRESS: at 93.09% examples, 604971 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:43,411 : INFO : EPOCH 8 - PROGRESS: at 93.46% examples, 605088 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:44,420 : INFO : EPOCH 8 - PROGRESS: at 93.80% examples, 605278 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:45,423 : INFO : EPOCH 8 - PROGRESS: at 94.13% examples, 605539 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:46,425 : INFO : EPOCH 8 - PROGRESS: at 94.46% examples, 605877 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:47,427 : INFO : EPOCH 8 - PROGRESS: at 94.80% examples, 606076 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:48,432 : INFO : EPOCH 8 - PROGRESS: at 95.16% examples, 606285 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:49,443 : INFO : EPOCH 8 - PROGRESS: at 95.50% examples, 606600 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:50,471 : INFO : EPOCH 8 - PROGRESS: at 95.86% examples, 606803 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:51,479 : INFO : EPOCH 8 - PROGRESS: at 96.17% examples, 607149 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:52,495 : INFO : EPOCH 8 - PROGRESS: at 96.51% examples, 607364 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:53,504 : INFO : EPOCH 8 - PROGRESS: at 96.82% examples, 607722 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:54,505 : INFO : EPOCH 8 - PROGRESS: at 97.16% examples, 607972 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:55,537 : INFO : EPOCH 8 - PROGRESS: at 97.52% examples, 608141 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:56,547 : INFO : EPOCH 8 - PROGRESS: at 97.82% examples, 608526 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:57,565 : INFO : EPOCH 8 - PROGRESS: at 98.15% examples, 608791 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:49:58,566 : INFO : EPOCH 8 - PROGRESS: at 98.47% examples, 609194 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:49:59,574 : INFO : EPOCH 8 - PROGRESS: at 98.78% examples, 609473 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:00,579 : INFO : EPOCH 8 - PROGRESS: at 98.98% examples, 610121 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:01,589 : INFO : EPOCH 8 - PROGRESS: at 99.33% examples, 610298 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:02,592 : INFO : EPOCH 8 - PROGRESS: at 99.71% examples, 610384 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:03,345 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 15:50:03,364 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 15:50:03,370 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 15:50:03,371 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 15:50:03,372 : INFO : EPOCH - 8 : training on 206654289 raw words (151584788 effective words) took 248.3s, 610480 effective words/s
2020-08-16 15:50:04,383 : INFO : EPOCH 9 - PROGRESS: at 0.53% examples, 485387 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:05,391 : INFO : EPOCH 9 - PROGRESS: at 0.97% examples, 548508 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:06,394 : INFO : EPOCH 9 - PROGRESS: at 1.45% examples, 573149 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:07,405 : INFO : EPOCH 9 - PROGRESS: at 1.94% examples, 576281 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:08,422 : INFO : EPOCH 9 - PROGRESS: at 2.44% examples, 572598 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:09,449 : INFO : EPOCH 9 - PROGRESS: at 2.97% examples, 566464 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:10,453 : INFO : EPOCH 9 - PROGRESS: at 3.45% examples, 567476 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:11,498 : INFO : EPOCH 9 - PROGRESS: at 3.99% examples, 544750 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:12,506 : INFO : EPOCH 9 - PROGRESS: at 4.50% examples, 537689 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:13,518 : INFO : EPOCH 9 - PROGRESS: at 4.97% examples, 541233 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:14,524 : INFO : EPOCH 9 - PROGRESS: at 5.46% examples, 541875 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:15,546 : INFO : EPOCH 9 - PROGRESS: at 5.99% examples, 540548 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:16,554 : INFO : EPOCH 9 - PROGRESS: at 6.48% examples, 540141 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:17,568 : INFO : EPOCH 9 - PROGRESS: at 6.99% examples, 538472 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:18,576 : INFO : EPOCH 9 - PROGRESS: at 7.37% examples, 545697 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:19,577 : INFO : EPOCH 9 - PROGRESS: at 7.89% examples, 543921 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:20,742 : INFO : EPOCH 9 - PROGRESS: at 8.36% examples, 523093 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:21,742 : INFO : EPOCH 9 - PROGRESS: at 8.91% examples, 499722 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:22,825 : INFO : EPOCH 9 - PROGRESS: at 9.49% examples, 482405 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:23,838 : INFO : EPOCH 9 - PROGRESS: at 10.07% examples, 471868 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:24,860 : INFO : EPOCH 9 - PROGRESS: at 10.62% examples, 472165 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:25,882 : INFO : EPOCH 9 - PROGRESS: at 11.19% examples, 472214 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:26,883 : INFO : EPOCH 9 - PROGRESS: at 11.64% examples, 478583 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:27,900 : INFO : EPOCH 9 - PROGRESS: at 12.15% examples, 482254 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:28,911 : INFO : EPOCH 9 - PROGRESS: at 12.64% examples, 485171 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:29,919 : INFO : EPOCH 9 - PROGRESS: at 13.15% examples, 487108 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:30,922 : INFO : EPOCH 9 - PROGRESS: at 13.65% examples, 489391 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:31,925 : INFO : EPOCH 9 - PROGRESS: at 14.17% examples, 489815 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:32,972 : INFO : EPOCH 9 - PROGRESS: at 14.70% examples, 490985 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:33,980 : INFO : EPOCH 9 - PROGRESS: at 15.26% examples, 491899 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:34,993 : INFO : EPOCH 9 - PROGRESS: at 15.71% examples, 495146 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:35,998 : INFO : EPOCH 9 - PROGRESS: at 16.25% examples, 495454 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:37,039 : INFO : EPOCH 9 - PROGRESS: at 16.82% examples, 495845 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:38,076 : INFO : EPOCH 9 - PROGRESS: at 17.31% examples, 498106 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:39,097 : INFO : EPOCH 9 - PROGRESS: at 17.86% examples, 499206 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:40,112 : INFO : EPOCH 9 - PROGRESS: at 18.46% examples, 498304 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:41,121 : INFO : EPOCH 9 - PROGRESS: at 19.02% examples, 500566 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:42,123 : INFO : EPOCH 9 - PROGRESS: at 19.53% examples, 502381 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:43,123 : INFO : EPOCH 9 - PROGRESS: at 20.03% examples, 504341 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:44,128 : INFO : EPOCH 9 - PROGRESS: at 20.54% examples, 504810 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:45,129 : INFO : EPOCH 9 - PROGRESS: at 21.07% examples, 506014 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:46,153 : INFO : EPOCH 9 - PROGRESS: at 21.55% examples, 507013 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:47,167 : INFO : EPOCH 9 - PROGRESS: at 22.11% examples, 506961 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:48,180 : INFO : EPOCH 9 - PROGRESS: at 22.61% examples, 507486 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:49,192 : INFO : EPOCH 9 - PROGRESS: at 23.14% examples, 508248 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:50,201 : INFO : EPOCH 9 - PROGRESS: at 23.68% examples, 507969 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:51,218 : INFO : EPOCH 9 - PROGRESS: at 24.23% examples, 508034 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:52,219 : INFO : EPOCH 9 - PROGRESS: at 24.79% examples, 507546 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:53,228 : INFO : EPOCH 9 - PROGRESS: at 25.27% examples, 508593 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:54,229 : INFO : EPOCH 9 - PROGRESS: at 25.76% examples, 509530 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:55,239 : INFO : EPOCH 9 - PROGRESS: at 26.32% examples, 508999 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:56,253 : INFO : EPOCH 9 - PROGRESS: at 26.88% examples, 508874 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:50:57,293 : INFO : EPOCH 9 - PROGRESS: at 27.40% examples, 510013 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:58,299 : INFO : EPOCH 9 - PROGRESS: at 27.91% examples, 511160 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:50:59,313 : INFO : EPOCH 9 - PROGRESS: at 28.45% examples, 511230 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:00,317 : INFO : EPOCH 9 - PROGRESS: at 28.97% examples, 511163 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:01,339 : INFO : EPOCH 9 - PROGRESS: at 29.54% examples, 508966 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:51:02,357 : INFO : EPOCH 9 - PROGRESS: at 30.10% examples, 508003 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:03,369 : INFO : EPOCH 9 - PROGRESS: at 30.61% examples, 508171 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:04,370 : INFO : EPOCH 9 - PROGRESS: at 31.15% examples, 507937 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:05,373 : INFO : EPOCH 9 - PROGRESS: at 31.62% examples, 508772 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:51:06,387 : INFO : EPOCH 9 - PROGRESS: at 32.09% examples, 510065 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:07,406 : INFO : EPOCH 9 - PROGRESS: at 32.56% examples, 511104 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:08,430 : INFO : EPOCH 9 - PROGRESS: at 33.01% examples, 511116 words/s, in_qsize 7, out_qsize 1
2020-08-16 15:51:09,461 : INFO : EPOCH 9 - PROGRESS: at 33.45% examples, 511516 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:51:10,462 : INFO : EPOCH 9 - PROGRESS: at 33.84% examples, 512687 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:11,467 : INFO : EPOCH 9 - PROGRESS: at 34.23% examples, 513933 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:12,486 : INFO : EPOCH 9 - PROGRESS: at 34.73% examples, 512930 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:51:13,489 : INFO : EPOCH 9 - PROGRESS: at 35.28% examples, 512405 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:51:14,494 : INFO : EPOCH 9 - PROGRESS: at 35.78% examples, 513587 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:15,498 : INFO : EPOCH 9 - PROGRESS: at 36.22% examples, 515988 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:16,502 : INFO : EPOCH 9 - PROGRESS: at 36.69% examples, 516611 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:17,503 : INFO : EPOCH 9 - PROGRESS: at 37.25% examples, 515418 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:18,510 : INFO : EPOCH 9 - PROGRESS: at 37.69% examples, 516575 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:19,520 : INFO : EPOCH 9 - PROGRESS: at 38.01% examples, 519473 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:20,538 : INFO : EPOCH 9 - PROGRESS: at 38.47% examples, 520450 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:21,540 : INFO : EPOCH 9 - PROGRESS: at 38.87% examples, 521909 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:22,548 : INFO : EPOCH 9 - PROGRESS: at 39.31% examples, 523416 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:51:23,572 : INFO : EPOCH 9 - PROGRESS: at 39.75% examples, 524227 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:24,581 : INFO : EPOCH 9 - PROGRESS: at 40.10% examples, 526309 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:25,590 : INFO : EPOCH 9 - PROGRESS: at 40.42% examples, 528394 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:26,597 : INFO : EPOCH 9 - PROGRESS: at 40.77% examples, 530291 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:51:27,607 : INFO : EPOCH 9 - PROGRESS: at 41.11% examples, 532156 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:28,619 : INFO : EPOCH 9 - PROGRESS: at 41.44% examples, 534331 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:29,620 : INFO : EPOCH 9 - PROGRESS: at 41.88% examples, 535082 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:30,621 : INFO : EPOCH 9 - PROGRESS: at 42.31% examples, 536313 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:31,627 : INFO : EPOCH 9 - PROGRESS: at 42.83% examples, 535828 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:32,640 : INFO : EPOCH 9 - PROGRESS: at 43.27% examples, 536653 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:33,652 : INFO : EPOCH 9 - PROGRESS: at 43.72% examples, 537396 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:34,658 : INFO : EPOCH 9 - PROGRESS: at 44.21% examples, 538122 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:35,668 : INFO : EPOCH 9 - PROGRESS: at 44.69% examples, 538487 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:36,676 : INFO : EPOCH 9 - PROGRESS: at 45.16% examples, 539205 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:37,700 : INFO : EPOCH 9 - PROGRESS: at 45.65% examples, 539476 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:51:38,713 : INFO : EPOCH 9 - PROGRESS: at 46.13% examples, 540044 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:39,722 : INFO : EPOCH 9 - PROGRESS: at 46.59% examples, 540752 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:40,743 : INFO : EPOCH 9 - PROGRESS: at 47.11% examples, 540740 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:41,751 : INFO : EPOCH 9 - PROGRESS: at 47.59% examples, 541253 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:42,753 : INFO : EPOCH 9 - PROGRESS: at 48.00% examples, 541960 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:43,780 : INFO : EPOCH 9 - PROGRESS: at 48.51% examples, 542094 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:51:44,796 : INFO : EPOCH 9 - PROGRESS: at 49.04% examples, 542048 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:45,806 : INFO : EPOCH 9 - PROGRESS: at 49.42% examples, 543536 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:46,807 : INFO : EPOCH 9 - PROGRESS: at 49.89% examples, 543789 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:51:47,811 : INFO : EPOCH 9 - PROGRESS: at 50.40% examples, 543336 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:48,839 : INFO : EPOCH 9 - PROGRESS: at 50.91% examples, 543242 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:49,854 : INFO : EPOCH 9 - PROGRESS: at 51.39% examples, 543472 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:51:50,878 : INFO : EPOCH 9 - PROGRESS: at 51.87% examples, 543714 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:51:51,888 : INFO : EPOCH 9 - PROGRESS: at 52.35% examples, 543628 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:52,911 : INFO : EPOCH 9 - PROGRESS: at 52.85% examples, 543776 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:53,923 : INFO : EPOCH 9 - PROGRESS: at 53.30% examples, 544358 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:54,924 : INFO : EPOCH 9 - PROGRESS: at 53.80% examples, 544583 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:55,926 : INFO : EPOCH 9 - PROGRESS: at 54.31% examples, 544184 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:56,957 : INFO : EPOCH 9 - PROGRESS: at 54.81% examples, 544093 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:57,967 : INFO : EPOCH 9 - PROGRESS: at 55.31% examples, 543845 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:58,977 : INFO : EPOCH 9 - PROGRESS: at 55.62% examples, 545191 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:51:59,986 : INFO : EPOCH 9 - PROGRESS: at 55.93% examples, 546420 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:00,998 : INFO : EPOCH 9 - PROGRESS: at 56.27% examples, 547494 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:02,002 : INFO : EPOCH 9 - PROGRESS: at 56.58% examples, 548672 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:03,012 : INFO : EPOCH 9 - PROGRESS: at 56.94% examples, 549604 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:04,025 : INFO : EPOCH 9 - PROGRESS: at 57.33% examples, 550056 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:05,025 : INFO : EPOCH 9 - PROGRESS: at 57.68% examples, 550946 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:52:06,050 : INFO : EPOCH 9 - PROGRESS: at 58.02% examples, 551781 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:07,068 : INFO : EPOCH 9 - PROGRESS: at 58.31% examples, 553094 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:08,072 : INFO : EPOCH 9 - PROGRESS: at 58.64% examples, 553969 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:09,073 : INFO : EPOCH 9 - PROGRESS: at 58.98% examples, 554892 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:10,073 : INFO : EPOCH 9 - PROGRESS: at 59.26% examples, 556187 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:11,074 : INFO : EPOCH 9 - PROGRESS: at 59.60% examples, 556908 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:12,075 : INFO : EPOCH 9 - PROGRESS: at 59.89% examples, 558023 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:13,076 : INFO : EPOCH 9 - PROGRESS: at 60.15% examples, 559413 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:52:14,079 : INFO : EPOCH 9 - PROGRESS: at 60.42% examples, 560649 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:15,080 : INFO : EPOCH 9 - PROGRESS: at 60.68% examples, 561975 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:16,084 : INFO : EPOCH 9 - PROGRESS: at 60.96% examples, 563095 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:17,086 : INFO : EPOCH 9 - PROGRESS: at 61.30% examples, 563837 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:18,091 : INFO : EPOCH 9 - PROGRESS: at 61.63% examples, 564562 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:52:19,100 : INFO : EPOCH 9 - PROGRESS: at 61.95% examples, 565374 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:20,103 : INFO : EPOCH 9 - PROGRESS: at 62.30% examples, 566143 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:21,105 : INFO : EPOCH 9 - PROGRESS: at 62.59% examples, 567138 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:22,107 : INFO : EPOCH 9 - PROGRESS: at 62.91% examples, 567991 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:23,112 : INFO : EPOCH 9 - PROGRESS: at 63.23% examples, 568728 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:24,135 : INFO : EPOCH 9 - PROGRESS: at 63.57% examples, 569494 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:25,139 : INFO : EPOCH 9 - PROGRESS: at 63.88% examples, 570500 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:26,156 : INFO : EPOCH 9 - PROGRESS: at 64.15% examples, 572352 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:27,158 : INFO : EPOCH 9 - PROGRESS: at 64.50% examples, 573574 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:28,173 : INFO : EPOCH 9 - PROGRESS: at 64.93% examples, 574484 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:29,180 : INFO : EPOCH 9 - PROGRESS: at 65.31% examples, 575604 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:30,185 : INFO : EPOCH 9 - PROGRESS: at 65.72% examples, 576087 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:52:31,187 : INFO : EPOCH 9 - PROGRESS: at 66.07% examples, 576495 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:32,191 : INFO : EPOCH 9 - PROGRESS: at 66.44% examples, 576998 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:33,192 : INFO : EPOCH 9 - PROGRESS: at 66.81% examples, 577431 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:34,197 : INFO : EPOCH 9 - PROGRESS: at 67.19% examples, 577830 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:35,211 : INFO : EPOCH 9 - PROGRESS: at 67.52% examples, 578337 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:36,211 : INFO : EPOCH 9 - PROGRESS: at 67.87% examples, 578841 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:37,219 : INFO : EPOCH 9 - PROGRESS: at 68.21% examples, 579334 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:38,233 : INFO : EPOCH 9 - PROGRESS: at 68.60% examples, 579723 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:52:39,237 : INFO : EPOCH 9 - PROGRESS: at 68.97% examples, 580070 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:40,265 : INFO : EPOCH 9 - PROGRESS: at 69.39% examples, 580516 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:52:41,265 : INFO : EPOCH 9 - PROGRESS: at 69.73% examples, 581015 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:42,277 : INFO : EPOCH 9 - PROGRESS: at 70.10% examples, 581427 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:43,282 : INFO : EPOCH 9 - PROGRESS: at 70.49% examples, 581693 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:44,283 : INFO : EPOCH 9 - PROGRESS: at 70.85% examples, 582103 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:45,289 : INFO : EPOCH 9 - PROGRESS: at 71.25% examples, 582468 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:46,292 : INFO : EPOCH 9 - PROGRESS: at 71.60% examples, 582978 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:47,298 : INFO : EPOCH 9 - PROGRESS: at 72.00% examples, 583116 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:52:48,326 : INFO : EPOCH 9 - PROGRESS: at 72.39% examples, 583395 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:49,329 : INFO : EPOCH 9 - PROGRESS: at 72.78% examples, 583581 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:50,340 : INFO : EPOCH 9 - PROGRESS: at 73.17% examples, 583891 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:51,341 : INFO : EPOCH 9 - PROGRESS: at 73.54% examples, 584166 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:52,342 : INFO : EPOCH 9 - PROGRESS: at 73.93% examples, 584306 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:53,345 : INFO : EPOCH 9 - PROGRESS: at 74.31% examples, 584579 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:54,345 : INFO : EPOCH 9 - PROGRESS: at 74.65% examples, 584937 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:55,347 : INFO : EPOCH 9 - PROGRESS: at 74.98% examples, 585450 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:56,355 : INFO : EPOCH 9 - PROGRESS: at 75.34% examples, 585842 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:52:57,363 : INFO : EPOCH 9 - PROGRESS: at 75.65% examples, 586494 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:58,364 : INFO : EPOCH 9 - PROGRESS: at 76.00% examples, 586961 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:52:59,372 : INFO : EPOCH 9 - PROGRESS: at 76.35% examples, 587391 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:00,376 : INFO : EPOCH 9 - PROGRESS: at 76.72% examples, 587730 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:01,381 : INFO : EPOCH 9 - PROGRESS: at 77.10% examples, 588019 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:53:02,388 : INFO : EPOCH 9 - PROGRESS: at 77.45% examples, 588437 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:03,401 : INFO : EPOCH 9 - PROGRESS: at 77.78% examples, 588869 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:04,412 : INFO : EPOCH 9 - PROGRESS: at 78.08% examples, 589495 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:53:05,419 : INFO : EPOCH 9 - PROGRESS: at 78.43% examples, 589923 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:06,426 : INFO : EPOCH 9 - PROGRESS: at 78.78% examples, 590256 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:07,429 : INFO : EPOCH 9 - PROGRESS: at 79.13% examples, 590681 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:53:08,431 : INFO : EPOCH 9 - PROGRESS: at 79.42% examples, 590972 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:09,435 : INFO : EPOCH 9 - PROGRESS: at 79.73% examples, 591075 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:53:10,437 : INFO : EPOCH 9 - PROGRESS: at 80.02% examples, 591463 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:11,443 : INFO : EPOCH 9 - PROGRESS: at 80.38% examples, 591391 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:12,445 : INFO : EPOCH 9 - PROGRESS: at 80.69% examples, 591492 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:13,466 : INFO : EPOCH 9 - PROGRESS: at 80.95% examples, 591396 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:14,468 : INFO : EPOCH 9 - PROGRESS: at 81.24% examples, 591824 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:15,483 : INFO : EPOCH 9 - PROGRESS: at 81.55% examples, 592746 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:16,488 : INFO : EPOCH 9 - PROGRESS: at 81.91% examples, 593520 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:17,491 : INFO : EPOCH 9 - PROGRESS: at 82.31% examples, 594173 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:18,508 : INFO : EPOCH 9 - PROGRESS: at 82.67% examples, 594940 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:19,511 : INFO : EPOCH 9 - PROGRESS: at 83.04% examples, 595633 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:20,514 : INFO : EPOCH 9 - PROGRESS: at 83.42% examples, 596343 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:21,516 : INFO : EPOCH 9 - PROGRESS: at 83.81% examples, 596947 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:22,521 : INFO : EPOCH 9 - PROGRESS: at 84.16% examples, 597733 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:23,527 : INFO : EPOCH 9 - PROGRESS: at 84.47% examples, 598607 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:24,535 : INFO : EPOCH 9 - PROGRESS: at 84.85% examples, 599213 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:25,536 : INFO : EPOCH 9 - PROGRESS: at 85.24% examples, 599888 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:26,538 : INFO : EPOCH 9 - PROGRESS: at 85.65% examples, 600450 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:27,543 : INFO : EPOCH 9 - PROGRESS: at 86.02% examples, 601025 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:28,564 : INFO : EPOCH 9 - PROGRESS: at 86.36% examples, 601501 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:29,569 : INFO : EPOCH 9 - PROGRESS: at 86.68% examples, 602013 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:30,578 : INFO : EPOCH 9 - PROGRESS: at 87.01% examples, 602327 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:31,600 : INFO : EPOCH 9 - PROGRESS: at 87.31% examples, 602810 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:32,600 : INFO : EPOCH 9 - PROGRESS: at 87.68% examples, 603071 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:53:33,604 : INFO : EPOCH 9 - PROGRESS: at 87.96% examples, 603590 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:34,609 : INFO : EPOCH 9 - PROGRESS: at 88.31% examples, 603895 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:35,612 : INFO : EPOCH 9 - PROGRESS: at 88.63% examples, 604260 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:36,613 : INFO : EPOCH 9 - PROGRESS: at 88.94% examples, 604625 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:37,622 : INFO : EPOCH 9 - PROGRESS: at 89.26% examples, 605028 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:38,644 : INFO : EPOCH 9 - PROGRESS: at 89.65% examples, 605146 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:39,659 : INFO : EPOCH 9 - PROGRESS: at 90.00% examples, 605430 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:53:40,665 : INFO : EPOCH 9 - PROGRESS: at 90.34% examples, 605709 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:41,665 : INFO : EPOCH 9 - PROGRESS: at 90.69% examples, 605931 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:42,667 : INFO : EPOCH 9 - PROGRESS: at 90.85% examples, 606803 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:43,672 : INFO : EPOCH 9 - PROGRESS: at 91.18% examples, 607135 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:44,695 : INFO : EPOCH 9 - PROGRESS: at 91.54% examples, 607386 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:45,699 : INFO : EPOCH 9 - PROGRESS: at 91.88% examples, 607678 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:46,708 : INFO : EPOCH 9 - PROGRESS: at 92.23% examples, 607926 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:47,713 : INFO : EPOCH 9 - PROGRESS: at 92.60% examples, 608120 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:48,720 : INFO : EPOCH 9 - PROGRESS: at 92.89% examples, 608556 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:49,726 : INFO : EPOCH 9 - PROGRESS: at 93.23% examples, 608797 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:50,729 : INFO : EPOCH 9 - PROGRESS: at 93.60% examples, 608891 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:51,730 : INFO : EPOCH 9 - PROGRESS: at 93.94% examples, 609153 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:53:52,739 : INFO : EPOCH 9 - PROGRESS: at 94.26% examples, 609460 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:53:53,749 : INFO : EPOCH 9 - PROGRESS: at 94.61% examples, 609653 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:54,771 : INFO : EPOCH 9 - PROGRESS: at 94.97% examples, 609836 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:55,777 : INFO : EPOCH 9 - PROGRESS: at 95.32% examples, 610102 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:56,777 : INFO : EPOCH 9 - PROGRESS: at 95.66% examples, 610324 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:57,789 : INFO : EPOCH 9 - PROGRESS: at 96.01% examples, 610539 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:53:58,800 : INFO : EPOCH 9 - PROGRESS: at 96.28% examples, 610956 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:53:59,802 : INFO : EPOCH 9 - PROGRESS: at 96.65% examples, 611113 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:00,802 : INFO : EPOCH 9 - PROGRESS: at 96.96% examples, 611437 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:01,814 : INFO : EPOCH 9 - PROGRESS: at 97.31% examples, 611619 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:02,824 : INFO : EPOCH 9 - PROGRESS: at 97.66% examples, 611887 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:03,838 : INFO : EPOCH 9 - PROGRESS: at 97.94% examples, 612276 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:04,845 : INFO : EPOCH 9 - PROGRESS: at 98.31% examples, 612494 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:54:05,847 : INFO : EPOCH 9 - PROGRESS: at 98.61% examples, 612801 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:06,860 : INFO : EPOCH 9 - PROGRESS: at 98.90% examples, 613207 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:07,866 : INFO : EPOCH 9 - PROGRESS: at 99.10% examples, 613833 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:08,866 : INFO : EPOCH 9 - PROGRESS: at 99.49% examples, 613919 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:09,883 : INFO : EPOCH 9 - PROGRESS: at 99.86% examples, 614017 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:10,205 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 15:54:10,227 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 15:54:10,232 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 15:54:10,235 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 15:54:10,236 : INFO : EPOCH - 9 : training on 206654289 raw words (151586467 effective words) took 246.9s, 614062 effective words/s
2020-08-16 15:54:11,257 : INFO : EPOCH 10 - PROGRESS: at 0.54% examples, 488173 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:12,260 : INFO : EPOCH 10 - PROGRESS: at 0.98% examples, 551084 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:13,274 : INFO : EPOCH 10 - PROGRESS: at 1.46% examples, 572677 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:14,279 : INFO : EPOCH 10 - PROGRESS: at 1.95% examples, 577898 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:15,280 : INFO : EPOCH 10 - PROGRESS: at 2.45% examples, 574699 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:16,289 : INFO : EPOCH 10 - PROGRESS: at 2.97% examples, 568642 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:17,289 : INFO : EPOCH 10 - PROGRESS: at 3.45% examples, 568682 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:18,355 : INFO : EPOCH 10 - PROGRESS: at 3.99% examples, 545115 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:19,361 : INFO : EPOCH 10 - PROGRESS: at 4.51% examples, 538819 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:20,366 : INFO : EPOCH 10 - PROGRESS: at 4.97% examples, 542617 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:21,371 : INFO : EPOCH 10 - PROGRESS: at 5.47% examples, 542514 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:54:22,392 : INFO : EPOCH 10 - PROGRESS: at 5.99% examples, 541133 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:23,401 : INFO : EPOCH 10 - PROGRESS: at 6.48% examples, 540664 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:24,414 : INFO : EPOCH 10 - PROGRESS: at 6.99% examples, 538999 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:25,422 : INFO : EPOCH 10 - PROGRESS: at 7.37% examples, 546229 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:26,422 : INFO : EPOCH 10 - PROGRESS: at 7.89% examples, 544456 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:27,602 : INFO : EPOCH 10 - PROGRESS: at 8.36% examples, 523126 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:28,615 : INFO : EPOCH 10 - PROGRESS: at 8.97% examples, 500028 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:29,620 : INFO : EPOCH 10 - PROGRESS: at 9.49% examples, 484062 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:30,625 : INFO : EPOCH 10 - PROGRESS: at 10.05% examples, 472845 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:54:31,635 : INFO : EPOCH 10 - PROGRESS: at 10.60% examples, 472994 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:32,672 : INFO : EPOCH 10 - PROGRESS: at 11.17% examples, 472430 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:33,676 : INFO : EPOCH 10 - PROGRESS: at 11.61% examples, 479116 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:34,687 : INFO : EPOCH 10 - PROGRESS: at 12.13% examples, 482890 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:35,700 : INFO : EPOCH 10 - PROGRESS: at 12.62% examples, 485708 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:36,717 : INFO : EPOCH 10 - PROGRESS: at 13.14% examples, 487806 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:37,725 : INFO : EPOCH 10 - PROGRESS: at 13.65% examples, 490229 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:38,741 : INFO : EPOCH 10 - PROGRESS: at 14.17% examples, 490654 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:39,794 : INFO : EPOCH 10 - PROGRESS: at 14.69% examples, 491609 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:54:40,801 : INFO : EPOCH 10 - PROGRESS: at 15.26% examples, 492555 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:41,805 : INFO : EPOCH 10 - PROGRESS: at 15.71% examples, 495923 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:42,815 : INFO : EPOCH 10 - PROGRESS: at 16.24% examples, 495913 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:43,825 : INFO : EPOCH 10 - PROGRESS: at 16.79% examples, 496296 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:44,835 : INFO : EPOCH 10 - PROGRESS: at 17.28% examples, 498736 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:45,847 : INFO : EPOCH 10 - PROGRESS: at 17.83% examples, 499792 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:46,848 : INFO : EPOCH 10 - PROGRESS: at 18.42% examples, 499238 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:54:47,862 : INFO : EPOCH 10 - PROGRESS: at 18.98% examples, 500936 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:48,880 : INFO : EPOCH 10 - PROGRESS: at 19.50% examples, 502840 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:49,886 : INFO : EPOCH 10 - PROGRESS: at 20.01% examples, 504856 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:50,902 : INFO : EPOCH 10 - PROGRESS: at 20.54% examples, 505712 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:54:51,926 : INFO : EPOCH 10 - PROGRESS: at 21.06% examples, 506626 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:52,941 : INFO : EPOCH 10 - PROGRESS: at 21.55% examples, 507898 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:53,943 : INFO : EPOCH 10 - PROGRESS: at 22.10% examples, 507812 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:54,960 : INFO : EPOCH 10 - PROGRESS: at 22.61% examples, 508276 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:55,965 : INFO : EPOCH 10 - PROGRESS: at 23.13% examples, 508935 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:56,965 : INFO : EPOCH 10 - PROGRESS: at 23.63% examples, 508739 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:54:57,971 : INFO : EPOCH 10 - PROGRESS: at 24.22% examples, 508965 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:54:58,986 : INFO : EPOCH 10 - PROGRESS: at 24.78% examples, 508417 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:54:59,993 : INFO : EPOCH 10 - PROGRESS: at 25.27% examples, 509607 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:00,993 : INFO : EPOCH 10 - PROGRESS: at 25.77% examples, 510686 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:01,994 : INFO : EPOCH 10 - PROGRESS: at 26.31% examples, 509941 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:02,995 : INFO : EPOCH 10 - PROGRESS: at 26.87% examples, 509921 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:03,997 : INFO : EPOCH 10 - PROGRESS: at 27.37% examples, 511136 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:05,016 : INFO : EPOCH 10 - PROGRESS: at 27.89% examples, 512159 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:06,039 : INFO : EPOCH 10 - PROGRESS: at 28.44% examples, 512263 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:55:07,063 : INFO : EPOCH 10 - PROGRESS: at 28.97% examples, 512084 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:08,074 : INFO : EPOCH 10 - PROGRESS: at 29.51% examples, 509836 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:09,085 : INFO : EPOCH 10 - PROGRESS: at 30.03% examples, 508280 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:55:10,110 : INFO : EPOCH 10 - PROGRESS: at 30.52% examples, 507280 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:11,129 : INFO : EPOCH 10 - PROGRESS: at 31.01% examples, 506123 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:12,139 : INFO : EPOCH 10 - PROGRESS: at 31.47% examples, 506164 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:13,154 : INFO : EPOCH 10 - PROGRESS: at 31.85% examples, 506148 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:14,164 : INFO : EPOCH 10 - PROGRESS: at 32.30% examples, 506689 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:15,170 : INFO : EPOCH 10 - PROGRESS: at 32.83% examples, 508856 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:16,170 : INFO : EPOCH 10 - PROGRESS: at 33.31% examples, 509306 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:17,193 : INFO : EPOCH 10 - PROGRESS: at 33.73% examples, 511131 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:18,210 : INFO : EPOCH 10 - PROGRESS: at 34.15% examples, 512947 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:19,219 : INFO : EPOCH 10 - PROGRESS: at 34.67% examples, 513102 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:55:20,231 : INFO : EPOCH 10 - PROGRESS: at 35.24% examples, 512839 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:21,235 : INFO : EPOCH 10 - PROGRESS: at 35.73% examples, 513497 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:22,246 : INFO : EPOCH 10 - PROGRESS: at 36.13% examples, 515310 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:23,251 : INFO : EPOCH 10 - PROGRESS: at 36.61% examples, 515993 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:55:24,262 : INFO : EPOCH 10 - PROGRESS: at 37.14% examples, 514916 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:25,266 : INFO : EPOCH 10 - PROGRESS: at 37.63% examples, 515949 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:55:26,266 : INFO : EPOCH 10 - PROGRESS: at 37.93% examples, 518769 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:27,273 : INFO : EPOCH 10 - PROGRESS: at 38.39% examples, 519728 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:28,294 : INFO : EPOCH 10 - PROGRESS: at 38.80% examples, 521072 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:29,298 : INFO : EPOCH 10 - PROGRESS: at 39.23% examples, 522684 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:30,302 : INFO : EPOCH 10 - PROGRESS: at 39.68% examples, 523287 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:31,306 : INFO : EPOCH 10 - PROGRESS: at 40.03% examples, 525439 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:32,317 : INFO : EPOCH 10 - PROGRESS: at 40.35% examples, 527692 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:33,318 : INFO : EPOCH 10 - PROGRESS: at 40.72% examples, 529616 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:34,322 : INFO : EPOCH 10 - PROGRESS: at 41.05% examples, 531518 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:35,331 : INFO : EPOCH 10 - PROGRESS: at 41.40% examples, 533648 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:36,335 : INFO : EPOCH 10 - PROGRESS: at 41.80% examples, 534680 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:37,346 : INFO : EPOCH 10 - PROGRESS: at 42.23% examples, 536035 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:38,349 : INFO : EPOCH 10 - PROGRESS: at 42.74% examples, 535995 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:55:39,354 : INFO : EPOCH 10 - PROGRESS: at 43.19% examples, 536383 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:40,355 : INFO : EPOCH 10 - PROGRESS: at 43.64% examples, 537199 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:41,360 : INFO : EPOCH 10 - PROGRESS: at 44.14% examples, 537781 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:55:42,371 : INFO : EPOCH 10 - PROGRESS: at 44.60% examples, 538374 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:43,373 : INFO : EPOCH 10 - PROGRESS: at 45.07% examples, 538911 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:55:44,379 : INFO : EPOCH 10 - PROGRESS: at 45.58% examples, 539316 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:45,386 : INFO : EPOCH 10 - PROGRESS: at 46.03% examples, 539888 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:46,393 : INFO : EPOCH 10 - PROGRESS: at 46.51% examples, 540462 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:47,398 : INFO : EPOCH 10 - PROGRESS: at 47.01% examples, 540873 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:55:48,419 : INFO : EPOCH 10 - PROGRESS: at 47.49% examples, 541057 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:49,430 : INFO : EPOCH 10 - PROGRESS: at 47.94% examples, 541914 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:50,445 : INFO : EPOCH 10 - PROGRESS: at 48.42% examples, 542264 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:51,445 : INFO : EPOCH 10 - PROGRESS: at 48.91% examples, 542370 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:52,452 : INFO : EPOCH 10 - PROGRESS: at 49.38% examples, 543014 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:55:53,463 : INFO : EPOCH 10 - PROGRESS: at 49.82% examples, 543702 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:54,482 : INFO : EPOCH 10 - PROGRESS: at 50.33% examples, 543338 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:55:55,509 : INFO : EPOCH 10 - PROGRESS: at 50.84% examples, 543413 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:55:56,513 : INFO : EPOCH 10 - PROGRESS: at 51.31% examples, 543762 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:55:57,516 : INFO : EPOCH 10 - PROGRESS: at 51.80% examples, 543859 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:55:58,518 : INFO : EPOCH 10 - PROGRESS: at 52.26% examples, 544030 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:55:59,525 : INFO : EPOCH 10 - PROGRESS: at 52.78% examples, 543938 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:00,539 : INFO : EPOCH 10 - PROGRESS: at 53.23% examples, 544621 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:01,541 : INFO : EPOCH 10 - PROGRESS: at 53.72% examples, 545011 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:56:02,550 : INFO : EPOCH 10 - PROGRESS: at 54.25% examples, 544521 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:03,569 : INFO : EPOCH 10 - PROGRESS: at 54.73% examples, 544616 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:04,582 : INFO : EPOCH 10 - PROGRESS: at 55.25% examples, 544370 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:56:05,582 : INFO : EPOCH 10 - PROGRESS: at 55.58% examples, 545476 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:06,586 : INFO : EPOCH 10 - PROGRESS: at 55.85% examples, 546834 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:07,601 : INFO : EPOCH 10 - PROGRESS: at 56.21% examples, 547720 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:08,602 : INFO : EPOCH 10 - PROGRESS: at 56.54% examples, 548940 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:09,612 : INFO : EPOCH 10 - PROGRESS: at 56.87% examples, 549883 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:10,620 : INFO : EPOCH 10 - PROGRESS: at 57.26% examples, 550476 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:11,626 : INFO : EPOCH 10 - PROGRESS: at 57.64% examples, 551022 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:12,627 : INFO : EPOCH 10 - PROGRESS: at 57.96% examples, 551962 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:13,645 : INFO : EPOCH 10 - PROGRESS: at 58.25% examples, 553183 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:14,651 : INFO : EPOCH 10 - PROGRESS: at 58.58% examples, 554134 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:56:15,657 : INFO : EPOCH 10 - PROGRESS: at 58.93% examples, 555117 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:16,663 : INFO : EPOCH 10 - PROGRESS: at 59.21% examples, 556326 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:17,669 : INFO : EPOCH 10 - PROGRESS: at 59.54% examples, 557219 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:56:18,691 : INFO : EPOCH 10 - PROGRESS: at 59.85% examples, 558225 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:19,708 : INFO : EPOCH 10 - PROGRESS: at 60.11% examples, 559620 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:20,724 : INFO : EPOCH 10 - PROGRESS: at 60.38% examples, 560898 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:21,732 : INFO : EPOCH 10 - PROGRESS: at 60.65% examples, 562235 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:56:22,755 : INFO : EPOCH 10 - PROGRESS: at 60.93% examples, 563419 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:23,765 : INFO : EPOCH 10 - PROGRESS: at 61.28% examples, 564246 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:24,771 : INFO : EPOCH 10 - PROGRESS: at 61.60% examples, 565080 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:25,790 : INFO : EPOCH 10 - PROGRESS: at 61.94% examples, 565874 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:26,797 : INFO : EPOCH 10 - PROGRESS: at 62.29% examples, 566627 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:27,798 : INFO : EPOCH 10 - PROGRESS: at 62.59% examples, 567728 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:56:28,811 : INFO : EPOCH 10 - PROGRESS: at 62.90% examples, 568472 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:56:29,831 : INFO : EPOCH 10 - PROGRESS: at 63.23% examples, 569310 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:56:30,835 : INFO : EPOCH 10 - PROGRESS: at 63.56% examples, 570097 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:31,842 : INFO : EPOCH 10 - PROGRESS: at 63.88% examples, 571024 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:32,845 : INFO : EPOCH 10 - PROGRESS: at 64.14% examples, 572942 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:33,851 : INFO : EPOCH 10 - PROGRESS: at 64.50% examples, 574196 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:56:34,853 : INFO : EPOCH 10 - PROGRESS: at 64.92% examples, 575108 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:35,862 : INFO : EPOCH 10 - PROGRESS: at 65.30% examples, 576224 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:36,894 : INFO : EPOCH 10 - PROGRESS: at 65.71% examples, 576592 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:37,895 : INFO : EPOCH 10 - PROGRESS: at 66.08% examples, 577143 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:38,896 : INFO : EPOCH 10 - PROGRESS: at 66.44% examples, 577607 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:39,913 : INFO : EPOCH 10 - PROGRESS: at 66.81% examples, 578017 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:40,924 : INFO : EPOCH 10 - PROGRESS: at 67.20% examples, 578436 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:41,940 : INFO : EPOCH 10 - PROGRESS: at 67.54% examples, 579021 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:56:42,943 : INFO : EPOCH 10 - PROGRESS: at 67.88% examples, 579472 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:56:43,944 : INFO : EPOCH 10 - PROGRESS: at 68.23% examples, 580036 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:44,947 : INFO : EPOCH 10 - PROGRESS: at 68.61% examples, 580407 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:45,959 : INFO : EPOCH 10 - PROGRESS: at 68.99% examples, 580765 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:46,979 : INFO : EPOCH 10 - PROGRESS: at 69.40% examples, 581243 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:47,979 : INFO : EPOCH 10 - PROGRESS: at 69.75% examples, 581691 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:48,997 : INFO : EPOCH 10 - PROGRESS: at 70.11% examples, 582119 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:50,003 : INFO : EPOCH 10 - PROGRESS: at 70.50% examples, 582331 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:51,011 : INFO : EPOCH 10 - PROGRESS: at 70.87% examples, 582763 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:52,019 : INFO : EPOCH 10 - PROGRESS: at 71.27% examples, 583156 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:53,024 : INFO : EPOCH 10 - PROGRESS: at 71.62% examples, 583614 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:54,036 : INFO : EPOCH 10 - PROGRESS: at 72.03% examples, 583860 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:55,038 : INFO : EPOCH 10 - PROGRESS: at 72.41% examples, 584097 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:56,044 : INFO : EPOCH 10 - PROGRESS: at 72.81% examples, 584315 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:57,044 : INFO : EPOCH 10 - PROGRESS: at 73.19% examples, 584568 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:56:58,064 : INFO : EPOCH 10 - PROGRESS: at 73.56% examples, 584858 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:56:59,072 : INFO : EPOCH 10 - PROGRESS: at 73.96% examples, 585054 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:00,077 : INFO : EPOCH 10 - PROGRESS: at 74.34% examples, 585318 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:01,082 : INFO : EPOCH 10 - PROGRESS: at 74.69% examples, 585805 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:02,100 : INFO : EPOCH 10 - PROGRESS: at 75.03% examples, 586314 words/s, in_qsize 6, out_qsize 1
2020-08-16 15:57:03,112 : INFO : EPOCH 10 - PROGRESS: at 75.39% examples, 586690 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:04,125 : INFO : EPOCH 10 - PROGRESS: at 75.70% examples, 587378 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:57:05,126 : INFO : EPOCH 10 - PROGRESS: at 76.04% examples, 587943 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:06,154 : INFO : EPOCH 10 - PROGRESS: at 76.40% examples, 588251 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:07,159 : INFO : EPOCH 10 - PROGRESS: at 76.78% examples, 588617 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:08,173 : INFO : EPOCH 10 - PROGRESS: at 77.14% examples, 588813 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:09,178 : INFO : EPOCH 10 - PROGRESS: at 77.47% examples, 588913 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:10,185 : INFO : EPOCH 10 - PROGRESS: at 77.78% examples, 589121 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:11,192 : INFO : EPOCH 10 - PROGRESS: at 78.06% examples, 589487 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:12,208 : INFO : EPOCH 10 - PROGRESS: at 78.38% examples, 589637 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:13,214 : INFO : EPOCH 10 - PROGRESS: at 78.68% examples, 589519 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:14,220 : INFO : EPOCH 10 - PROGRESS: at 78.98% examples, 589636 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:15,228 : INFO : EPOCH 10 - PROGRESS: at 79.37% examples, 590465 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:16,233 : INFO : EPOCH 10 - PROGRESS: at 79.73% examples, 591274 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:17,245 : INFO : EPOCH 10 - PROGRESS: at 80.08% examples, 592204 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:57:18,250 : INFO : EPOCH 10 - PROGRESS: at 80.50% examples, 592697 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:19,259 : INFO : EPOCH 10 - PROGRESS: at 80.83% examples, 593150 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:20,268 : INFO : EPOCH 10 - PROGRESS: at 81.12% examples, 593758 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:21,275 : INFO : EPOCH 10 - PROGRESS: at 81.44% examples, 594264 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:22,280 : INFO : EPOCH 10 - PROGRESS: at 81.72% examples, 594864 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:57:23,286 : INFO : EPOCH 10 - PROGRESS: at 82.07% examples, 595171 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:24,294 : INFO : EPOCH 10 - PROGRESS: at 82.40% examples, 595548 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:25,307 : INFO : EPOCH 10 - PROGRESS: at 82.73% examples, 595872 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:26,307 : INFO : EPOCH 10 - PROGRESS: at 83.08% examples, 596169 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:27,320 : INFO : EPOCH 10 - PROGRESS: at 83.43% examples, 596551 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:28,324 : INFO : EPOCH 10 - PROGRESS: at 83.79% examples, 596791 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:29,324 : INFO : EPOCH 10 - PROGRESS: at 84.09% examples, 597337 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:30,336 : INFO : EPOCH 10 - PROGRESS: at 84.40% examples, 597836 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:31,340 : INFO : EPOCH 10 - PROGRESS: at 84.72% examples, 598197 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:32,341 : INFO : EPOCH 10 - PROGRESS: at 85.08% examples, 598422 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:57:33,349 : INFO : EPOCH 10 - PROGRESS: at 85.42% examples, 598856 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:34,351 : INFO : EPOCH 10 - PROGRESS: at 85.80% examples, 598965 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:35,354 : INFO : EPOCH 10 - PROGRESS: at 86.13% examples, 599315 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:36,370 : INFO : EPOCH 10 - PROGRESS: at 86.48% examples, 599711 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:37,377 : INFO : EPOCH 10 - PROGRESS: at 86.78% examples, 600279 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:38,394 : INFO : EPOCH 10 - PROGRESS: at 87.10% examples, 600647 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:39,394 : INFO : EPOCH 10 - PROGRESS: at 87.43% examples, 600975 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:40,406 : INFO : EPOCH 10 - PROGRESS: at 87.77% examples, 601359 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:41,418 : INFO : EPOCH 10 - PROGRESS: at 88.06% examples, 601952 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:42,425 : INFO : EPOCH 10 - PROGRESS: at 88.42% examples, 602207 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:43,434 : INFO : EPOCH 10 - PROGRESS: at 88.72% examples, 602671 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:44,436 : INFO : EPOCH 10 - PROGRESS: at 89.05% examples, 603038 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:57:45,448 : INFO : EPOCH 10 - PROGRESS: at 89.39% examples, 603404 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:46,462 : INFO : EPOCH 10 - PROGRESS: at 89.76% examples, 603653 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:47,462 : INFO : EPOCH 10 - PROGRESS: at 90.13% examples, 603870 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:48,464 : INFO : EPOCH 10 - PROGRESS: at 90.47% examples, 604240 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:57:49,468 : INFO : EPOCH 10 - PROGRESS: at 90.79% examples, 604563 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:50,485 : INFO : EPOCH 10 - PROGRESS: at 90.97% examples, 605433 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:57:51,486 : INFO : EPOCH 10 - PROGRESS: at 91.33% examples, 605676 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:52,490 : INFO : EPOCH 10 - PROGRESS: at 91.66% examples, 606015 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:53,521 : INFO : EPOCH 10 - PROGRESS: at 91.99% examples, 606299 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:54,523 : INFO : EPOCH 10 - PROGRESS: at 92.39% examples, 606493 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:55,549 : INFO : EPOCH 10 - PROGRESS: at 92.71% examples, 606797 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:56,560 : INFO : EPOCH 10 - PROGRESS: at 93.02% examples, 607205 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:57,568 : INFO : EPOCH 10 - PROGRESS: at 93.40% examples, 607310 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:58,578 : INFO : EPOCH 10 - PROGRESS: at 93.76% examples, 607551 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:57:59,578 : INFO : EPOCH 10 - PROGRESS: at 94.09% examples, 607828 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:00,594 : INFO : EPOCH 10 - PROGRESS: at 94.41% examples, 608147 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:01,616 : INFO : EPOCH 10 - PROGRESS: at 94.77% examples, 608287 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:02,633 : INFO : EPOCH 10 - PROGRESS: at 95.12% examples, 608557 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:03,650 : INFO : EPOCH 10 - PROGRESS: at 95.47% examples, 608841 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:04,655 : INFO : EPOCH 10 - PROGRESS: at 95.82% examples, 609091 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:05,677 : INFO : EPOCH 10 - PROGRESS: at 96.17% examples, 609302 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:06,687 : INFO : EPOCH 10 - PROGRESS: at 96.47% examples, 609648 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:07,688 : INFO : EPOCH 10 - PROGRESS: at 96.80% examples, 609984 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:08,715 : INFO : EPOCH 10 - PROGRESS: at 97.14% examples, 610258 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:58:09,719 : INFO : EPOCH 10 - PROGRESS: at 97.48% examples, 610468 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:10,724 : INFO : EPOCH 10 - PROGRESS: at 97.80% examples, 610762 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:11,745 : INFO : EPOCH 10 - PROGRESS: at 98.12% examples, 611068 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:12,745 : INFO : EPOCH 10 - PROGRESS: at 98.44% examples, 611432 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:13,749 : INFO : EPOCH 10 - PROGRESS: at 98.76% examples, 611706 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:14,754 : INFO : EPOCH 10 - PROGRESS: at 98.96% examples, 612332 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:15,756 : INFO : EPOCH 10 - PROGRESS: at 99.30% examples, 612584 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:16,770 : INFO : EPOCH 10 - PROGRESS: at 99.67% examples, 612680 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:17,582 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 15:58:17,608 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 15:58:17,609 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 15:58:17,622 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 15:58:17,623 : INFO : EPOCH - 10 : training on 206654289 raw words (151589004 effective words) took 247.4s, 612775 effective words/s
2020-08-16 15:58:18,650 : INFO : EPOCH 11 - PROGRESS: at 0.54% examples, 484940 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:19,659 : INFO : EPOCH 11 - PROGRESS: at 0.98% examples, 551417 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:58:20,663 : INFO : EPOCH 11 - PROGRESS: at 1.46% examples, 574770 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:21,669 : INFO : EPOCH 11 - PROGRESS: at 1.94% examples, 574615 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:22,675 : INFO : EPOCH 11 - PROGRESS: at 2.44% examples, 571195 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:23,689 : INFO : EPOCH 11 - PROGRESS: at 2.96% examples, 566607 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:24,694 : INFO : EPOCH 11 - PROGRESS: at 3.43% examples, 564791 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:58:25,702 : INFO : EPOCH 11 - PROGRESS: at 3.95% examples, 545481 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:26,715 : INFO : EPOCH 11 - PROGRESS: at 4.47% examples, 537000 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:58:27,716 : INFO : EPOCH 11 - PROGRESS: at 4.94% examples, 539799 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:28,717 : INFO : EPOCH 11 - PROGRESS: at 5.43% examples, 542226 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:29,729 : INFO : EPOCH 11 - PROGRESS: at 5.96% examples, 538638 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:30,731 : INFO : EPOCH 11 - PROGRESS: at 6.42% examples, 540327 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:58:31,733 : INFO : EPOCH 11 - PROGRESS: at 6.92% examples, 537371 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:32,740 : INFO : EPOCH 11 - PROGRESS: at 7.32% examples, 545119 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:33,745 : INFO : EPOCH 11 - PROGRESS: at 7.83% examples, 543977 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:34,990 : INFO : EPOCH 11 - PROGRESS: at 8.36% examples, 523245 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:36,017 : INFO : EPOCH 11 - PROGRESS: at 8.97% examples, 499652 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:37,046 : INFO : EPOCH 11 - PROGRESS: at 9.49% examples, 483226 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:58:38,056 : INFO : EPOCH 11 - PROGRESS: at 10.04% examples, 471305 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:39,075 : INFO : EPOCH 11 - PROGRESS: at 10.59% examples, 471599 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:40,112 : INFO : EPOCH 11 - PROGRESS: at 11.17% examples, 471396 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:41,115 : INFO : EPOCH 11 - PROGRESS: at 11.61% examples, 478110 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:42,125 : INFO : EPOCH 11 - PROGRESS: at 12.13% examples, 481952 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:43,128 : INFO : EPOCH 11 - PROGRESS: at 12.62% examples, 485016 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:44,136 : INFO : EPOCH 11 - PROGRESS: at 13.12% examples, 486736 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:45,146 : INFO : EPOCH 11 - PROGRESS: at 13.63% examples, 488968 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:46,185 : INFO : EPOCH 11 - PROGRESS: at 14.17% examples, 489730 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:58:47,241 : INFO : EPOCH 11 - PROGRESS: at 14.70% examples, 490753 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:48,242 : INFO : EPOCH 11 - PROGRESS: at 15.26% examples, 491768 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:49,243 : INFO : EPOCH 11 - PROGRESS: at 15.70% examples, 494741 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:50,260 : INFO : EPOCH 11 - PROGRESS: at 16.23% examples, 494869 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:51,273 : INFO : EPOCH 11 - PROGRESS: at 16.79% examples, 495460 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:52,280 : INFO : EPOCH 11 - PROGRESS: at 17.25% examples, 497562 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:53,287 : INFO : EPOCH 11 - PROGRESS: at 17.80% examples, 498298 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:54,311 : INFO : EPOCH 11 - PROGRESS: at 18.40% examples, 497863 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:55,334 : INFO : EPOCH 11 - PROGRESS: at 18.97% examples, 499667 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:58:56,339 : INFO : EPOCH 11 - PROGRESS: at 19.49% examples, 501758 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:58:57,346 : INFO : EPOCH 11 - PROGRESS: at 19.98% examples, 503385 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:58:58,382 : INFO : EPOCH 11 - PROGRESS: at 20.51% examples, 504024 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:58:59,382 : INFO : EPOCH 11 - PROGRESS: at 21.04% examples, 505470 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:00,389 : INFO : EPOCH 11 - PROGRESS: at 21.52% examples, 506532 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:01,395 : INFO : EPOCH 11 - PROGRESS: at 22.07% examples, 506440 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:59:02,402 : INFO : EPOCH 11 - PROGRESS: at 22.58% examples, 507057 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:03,420 : INFO : EPOCH 11 - PROGRESS: at 23.10% examples, 507562 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:04,444 : INFO : EPOCH 11 - PROGRESS: at 23.62% examples, 507610 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:59:05,457 : INFO : EPOCH 11 - PROGRESS: at 24.21% examples, 507614 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:06,461 : INFO : EPOCH 11 - PROGRESS: at 24.77% examples, 506931 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:07,471 : INFO : EPOCH 11 - PROGRESS: at 25.24% examples, 508118 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:08,482 : INFO : EPOCH 11 - PROGRESS: at 25.70% examples, 508252 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:09,499 : INFO : EPOCH 11 - PROGRESS: at 26.19% examples, 507179 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:10,509 : INFO : EPOCH 11 - PROGRESS: at 26.73% examples, 505938 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:11,527 : INFO : EPOCH 11 - PROGRESS: at 27.20% examples, 506324 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:12,540 : INFO : EPOCH 11 - PROGRESS: at 27.68% examples, 506551 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:13,543 : INFO : EPOCH 11 - PROGRESS: at 28.15% examples, 506228 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:14,558 : INFO : EPOCH 11 - PROGRESS: at 28.68% examples, 506865 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:15,572 : INFO : EPOCH 11 - PROGRESS: at 29.26% examples, 505723 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:16,576 : INFO : EPOCH 11 - PROGRESS: at 29.81% examples, 504296 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:17,587 : INFO : EPOCH 11 - PROGRESS: at 30.38% examples, 503121 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:18,657 : INFO : EPOCH 11 - PROGRESS: at 30.89% examples, 503514 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:19,658 : INFO : EPOCH 11 - PROGRESS: at 31.43% examples, 504143 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:20,662 : INFO : EPOCH 11 - PROGRESS: at 31.87% examples, 505518 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:21,667 : INFO : EPOCH 11 - PROGRESS: at 32.34% examples, 506344 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:22,675 : INFO : EPOCH 11 - PROGRESS: at 32.82% examples, 507815 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:59:23,688 : INFO : EPOCH 11 - PROGRESS: at 33.30% examples, 508173 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:59:24,695 : INFO : EPOCH 11 - PROGRESS: at 33.72% examples, 510122 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:25,718 : INFO : EPOCH 11 - PROGRESS: at 34.14% examples, 511830 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:26,757 : INFO : EPOCH 11 - PROGRESS: at 34.66% examples, 511841 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:27,759 : INFO : EPOCH 11 - PROGRESS: at 35.22% examples, 511564 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:59:28,764 : INFO : EPOCH 11 - PROGRESS: at 35.71% examples, 512154 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:29,780 : INFO : EPOCH 11 - PROGRESS: at 36.11% examples, 514025 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:30,785 : INFO : EPOCH 11 - PROGRESS: at 36.60% examples, 514820 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:31,823 : INFO : EPOCH 11 - PROGRESS: at 37.14% examples, 513662 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:32,834 : INFO : EPOCH 11 - PROGRESS: at 37.64% examples, 514763 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:33,837 : INFO : EPOCH 11 - PROGRESS: at 37.95% examples, 517763 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:34,844 : INFO : EPOCH 11 - PROGRESS: at 38.39% examples, 518456 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:35,858 : INFO : EPOCH 11 - PROGRESS: at 38.80% examples, 519850 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:36,869 : INFO : EPOCH 11 - PROGRESS: at 39.23% examples, 521440 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:37,871 : INFO : EPOCH 11 - PROGRESS: at 39.68% examples, 521981 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:59:38,872 : INFO : EPOCH 11 - PROGRESS: at 40.03% examples, 524073 words/s, in_qsize 7, out_qsize 1
2020-08-16 15:59:39,878 : INFO : EPOCH 11 - PROGRESS: at 40.35% examples, 526453 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:59:40,882 : INFO : EPOCH 11 - PROGRESS: at 40.71% examples, 528373 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:41,889 : INFO : EPOCH 11 - PROGRESS: at 41.05% examples, 530361 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:42,901 : INFO : EPOCH 11 - PROGRESS: at 41.39% examples, 532315 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:43,923 : INFO : EPOCH 11 - PROGRESS: at 41.80% examples, 533498 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:59:44,930 : INFO : EPOCH 11 - PROGRESS: at 42.23% examples, 534899 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:45,930 : INFO : EPOCH 11 - PROGRESS: at 42.73% examples, 534727 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:46,944 : INFO : EPOCH 11 - PROGRESS: at 43.19% examples, 535068 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:47,949 : INFO : EPOCH 11 - PROGRESS: at 43.63% examples, 535799 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:48,958 : INFO : EPOCH 11 - PROGRESS: at 44.13% examples, 536461 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:49,974 : INFO : EPOCH 11 - PROGRESS: at 44.60% examples, 537104 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:50,976 : INFO : EPOCH 11 - PROGRESS: at 45.08% examples, 537730 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:59:51,979 : INFO : EPOCH 11 - PROGRESS: at 45.58% examples, 538081 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:52,982 : INFO : EPOCH 11 - PROGRESS: at 46.03% examples, 538689 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:53,983 : INFO : EPOCH 11 - PROGRESS: at 46.51% examples, 539231 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:54,986 : INFO : EPOCH 11 - PROGRESS: at 46.99% examples, 539587 words/s, in_qsize 8, out_qsize 0
2020-08-16 15:59:55,994 : INFO : EPOCH 11 - PROGRESS: at 47.47% examples, 539710 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:57,000 : INFO : EPOCH 11 - PROGRESS: at 47.93% examples, 540577 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:58,018 : INFO : EPOCH 11 - PROGRESS: at 48.39% examples, 540870 words/s, in_qsize 7, out_qsize 0
2020-08-16 15:59:59,024 : INFO : EPOCH 11 - PROGRESS: at 48.88% examples, 541048 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:00,027 : INFO : EPOCH 11 - PROGRESS: at 49.36% examples, 541335 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:01,029 : INFO : EPOCH 11 - PROGRESS: at 49.78% examples, 542257 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:02,035 : INFO : EPOCH 11 - PROGRESS: at 50.28% examples, 541770 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:03,037 : INFO : EPOCH 11 - PROGRESS: at 50.78% examples, 542130 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:04,042 : INFO : EPOCH 11 - PROGRESS: at 51.24% examples, 542328 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:05,043 : INFO : EPOCH 11 - PROGRESS: at 51.73% examples, 542271 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:06,050 : INFO : EPOCH 11 - PROGRESS: at 52.21% examples, 542786 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:00:07,053 : INFO : EPOCH 11 - PROGRESS: at 52.73% examples, 542585 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:00:08,074 : INFO : EPOCH 11 - PROGRESS: at 53.16% examples, 543082 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:09,094 : INFO : EPOCH 11 - PROGRESS: at 53.65% examples, 543507 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:10,115 : INFO : EPOCH 11 - PROGRESS: at 54.17% examples, 543108 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:11,137 : INFO : EPOCH 11 - PROGRESS: at 54.66% examples, 543167 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:00:12,154 : INFO : EPOCH 11 - PROGRESS: at 55.18% examples, 543009 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:13,178 : INFO : EPOCH 11 - PROGRESS: at 55.54% examples, 543806 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:14,187 : INFO : EPOCH 11 - PROGRESS: at 55.82% examples, 545395 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:15,189 : INFO : EPOCH 11 - PROGRESS: at 56.17% examples, 546338 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:16,190 : INFO : EPOCH 11 - PROGRESS: at 56.51% examples, 547406 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:17,195 : INFO : EPOCH 11 - PROGRESS: at 56.85% examples, 548488 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:18,207 : INFO : EPOCH 11 - PROGRESS: at 57.23% examples, 549137 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:19,219 : INFO : EPOCH 11 - PROGRESS: at 57.62% examples, 549709 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:20,238 : INFO : EPOCH 11 - PROGRESS: at 57.94% examples, 550644 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:21,253 : INFO : EPOCH 11 - PROGRESS: at 58.23% examples, 551952 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:22,261 : INFO : EPOCH 11 - PROGRESS: at 58.56% examples, 552884 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:23,267 : INFO : EPOCH 11 - PROGRESS: at 58.91% examples, 553771 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:24,277 : INFO : EPOCH 11 - PROGRESS: at 59.20% examples, 555017 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:25,280 : INFO : EPOCH 11 - PROGRESS: at 59.53% examples, 556000 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:26,280 : INFO : EPOCH 11 - PROGRESS: at 59.84% examples, 557042 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:27,285 : INFO : EPOCH 11 - PROGRESS: at 60.10% examples, 558550 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:28,298 : INFO : EPOCH 11 - PROGRESS: at 60.37% examples, 559851 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:29,315 : INFO : EPOCH 11 - PROGRESS: at 60.63% examples, 561116 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:30,325 : INFO : EPOCH 11 - PROGRESS: at 60.91% examples, 562408 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:31,330 : INFO : EPOCH 11 - PROGRESS: at 61.25% examples, 563145 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:32,330 : INFO : EPOCH 11 - PROGRESS: at 61.58% examples, 564012 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:33,335 : INFO : EPOCH 11 - PROGRESS: at 61.90% examples, 564785 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:34,335 : INFO : EPOCH 11 - PROGRESS: at 62.25% examples, 565489 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:35,347 : INFO : EPOCH 11 - PROGRESS: at 62.56% examples, 566521 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:36,359 : INFO : EPOCH 11 - PROGRESS: at 62.88% examples, 567396 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:37,381 : INFO : EPOCH 11 - PROGRESS: at 63.20% examples, 568213 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:38,386 : INFO : EPOCH 11 - PROGRESS: at 63.55% examples, 569035 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:39,388 : INFO : EPOCH 11 - PROGRESS: at 63.87% examples, 569845 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:40,395 : INFO : EPOCH 11 - PROGRESS: at 64.12% examples, 571887 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:41,402 : INFO : EPOCH 11 - PROGRESS: at 64.47% examples, 573125 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:42,403 : INFO : EPOCH 11 - PROGRESS: at 64.89% examples, 574042 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:43,405 : INFO : EPOCH 11 - PROGRESS: at 65.25% examples, 575187 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:44,410 : INFO : EPOCH 11 - PROGRESS: at 65.66% examples, 575439 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:45,424 : INFO : EPOCH 11 - PROGRESS: at 66.02% examples, 575934 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:46,438 : INFO : EPOCH 11 - PROGRESS: at 66.39% examples, 576452 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:47,459 : INFO : EPOCH 11 - PROGRESS: at 66.77% examples, 576845 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:48,461 : INFO : EPOCH 11 - PROGRESS: at 67.15% examples, 577297 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:49,472 : INFO : EPOCH 11 - PROGRESS: at 67.49% examples, 577871 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:50,472 : INFO : EPOCH 11 - PROGRESS: at 67.84% examples, 578351 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:51,495 : INFO : EPOCH 11 - PROGRESS: at 68.19% examples, 579013 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:00:52,499 : INFO : EPOCH 11 - PROGRESS: at 68.57% examples, 579357 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:00:53,501 : INFO : EPOCH 11 - PROGRESS: at 68.94% examples, 579747 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:54,506 : INFO : EPOCH 11 - PROGRESS: at 69.35% examples, 580143 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:00:55,521 : INFO : EPOCH 11 - PROGRESS: at 69.71% examples, 580688 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:56,522 : INFO : EPOCH 11 - PROGRESS: at 70.07% examples, 581008 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:00:57,529 : INFO : EPOCH 11 - PROGRESS: at 70.46% examples, 581349 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:00:58,534 : INFO : EPOCH 11 - PROGRESS: at 70.82% examples, 581700 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:00:59,536 : INFO : EPOCH 11 - PROGRESS: at 71.21% examples, 582077 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:00,555 : INFO : EPOCH 11 - PROGRESS: at 71.57% examples, 582579 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:01,556 : INFO : EPOCH 11 - PROGRESS: at 71.97% examples, 582791 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:02,568 : INFO : EPOCH 11 - PROGRESS: at 72.35% examples, 583037 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:01:03,571 : INFO : EPOCH 11 - PROGRESS: at 72.75% examples, 583263 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:04,574 : INFO : EPOCH 11 - PROGRESS: at 73.13% examples, 583482 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:05,594 : INFO : EPOCH 11 - PROGRESS: at 73.51% examples, 583813 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:06,596 : INFO : EPOCH 11 - PROGRESS: at 73.90% examples, 584035 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:07,601 : INFO : EPOCH 11 - PROGRESS: at 74.29% examples, 584304 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:01:08,610 : INFO : EPOCH 11 - PROGRESS: at 74.62% examples, 584476 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:09,611 : INFO : EPOCH 11 - PROGRESS: at 74.93% examples, 584730 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:01:10,618 : INFO : EPOCH 11 - PROGRESS: at 75.25% examples, 584923 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:11,621 : INFO : EPOCH 11 - PROGRESS: at 75.55% examples, 585283 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:12,632 : INFO : EPOCH 11 - PROGRESS: at 75.87% examples, 585389 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:13,647 : INFO : EPOCH 11 - PROGRESS: at 76.16% examples, 585366 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:14,655 : INFO : EPOCH 11 - PROGRESS: at 76.51% examples, 585626 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:01:15,673 : INFO : EPOCH 11 - PROGRESS: at 76.95% examples, 586326 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:01:16,674 : INFO : EPOCH 11 - PROGRESS: at 77.33% examples, 587188 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:17,681 : INFO : EPOCH 11 - PROGRESS: at 77.70% examples, 587962 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:18,693 : INFO : EPOCH 11 - PROGRESS: at 78.05% examples, 588922 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:19,696 : INFO : EPOCH 11 - PROGRESS: at 78.42% examples, 589752 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:20,704 : INFO : EPOCH 11 - PROGRESS: at 78.80% examples, 590519 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:21,707 : INFO : EPOCH 11 - PROGRESS: at 79.19% examples, 591286 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:22,720 : INFO : EPOCH 11 - PROGRESS: at 79.56% examples, 592100 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:23,724 : INFO : EPOCH 11 - PROGRESS: at 79.92% examples, 592975 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:24,730 : INFO : EPOCH 11 - PROGRESS: at 80.30% examples, 593669 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:25,736 : INFO : EPOCH 11 - PROGRESS: at 80.69% examples, 594419 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:26,741 : INFO : EPOCH 11 - PROGRESS: at 81.01% examples, 595376 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:27,752 : INFO : EPOCH 11 - PROGRESS: at 81.37% examples, 596155 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:28,767 : INFO : EPOCH 11 - PROGRESS: at 81.67% examples, 597141 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:29,786 : INFO : EPOCH 11 - PROGRESS: at 82.06% examples, 597798 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:30,788 : INFO : EPOCH 11 - PROGRESS: at 82.43% examples, 598553 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:31,806 : INFO : EPOCH 11 - PROGRESS: at 82.81% examples, 599264 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:32,812 : INFO : EPOCH 11 - PROGRESS: at 83.20% examples, 599949 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:01:33,816 : INFO : EPOCH 11 - PROGRESS: at 83.60% examples, 600590 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:34,820 : INFO : EPOCH 11 - PROGRESS: at 83.94% examples, 601368 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:01:35,838 : INFO : EPOCH 11 - PROGRESS: at 84.31% examples, 602000 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:01:36,838 : INFO : EPOCH 11 - PROGRESS: at 84.62% examples, 602884 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:37,861 : INFO : EPOCH 11 - PROGRESS: at 85.01% examples, 603385 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:38,869 : INFO : EPOCH 11 - PROGRESS: at 85.36% examples, 603702 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:39,873 : INFO : EPOCH 11 - PROGRESS: at 85.73% examples, 603859 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:40,875 : INFO : EPOCH 11 - PROGRESS: at 86.07% examples, 604126 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:41,902 : INFO : EPOCH 11 - PROGRESS: at 86.41% examples, 604442 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:42,918 : INFO : EPOCH 11 - PROGRESS: at 86.72% examples, 604969 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:43,920 : INFO : EPOCH 11 - PROGRESS: at 87.05% examples, 605353 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:44,932 : INFO : EPOCH 11 - PROGRESS: at 87.36% examples, 605780 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:45,938 : INFO : EPOCH 11 - PROGRESS: at 87.72% examples, 605954 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:46,960 : INFO : EPOCH 11 - PROGRESS: at 88.00% examples, 606539 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:47,961 : INFO : EPOCH 11 - PROGRESS: at 88.35% examples, 606817 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:48,981 : INFO : EPOCH 11 - PROGRESS: at 88.66% examples, 607204 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:49,987 : INFO : EPOCH 11 - PROGRESS: at 88.99% examples, 607561 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:51,008 : INFO : EPOCH 11 - PROGRESS: at 89.31% examples, 607917 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:52,009 : INFO : EPOCH 11 - PROGRESS: at 89.70% examples, 608015 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:53,009 : INFO : EPOCH 11 - PROGRESS: at 90.04% examples, 608335 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:54,010 : INFO : EPOCH 11 - PROGRESS: at 90.37% examples, 608569 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:01:55,011 : INFO : EPOCH 11 - PROGRESS: at 90.74% examples, 608773 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:01:56,020 : INFO : EPOCH 11 - PROGRESS: at 90.89% examples, 609756 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:01:57,030 : INFO : EPOCH 11 - PROGRESS: at 91.24% examples, 609967 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:01:58,035 : INFO : EPOCH 11 - PROGRESS: at 91.59% examples, 610246 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:01:59,040 : INFO : EPOCH 11 - PROGRESS: at 91.93% examples, 610562 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:00,043 : INFO : EPOCH 11 - PROGRESS: at 92.28% examples, 610801 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:01,045 : INFO : EPOCH 11 - PROGRESS: at 92.64% examples, 610992 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:02,045 : INFO : EPOCH 11 - PROGRESS: at 92.92% examples, 611425 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:03,051 : INFO : EPOCH 11 - PROGRESS: at 93.28% examples, 611631 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:04,057 : INFO : EPOCH 11 - PROGRESS: at 93.65% examples, 611712 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:05,066 : INFO : EPOCH 11 - PROGRESS: at 93.99% examples, 611948 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:06,068 : INFO : EPOCH 11 - PROGRESS: at 94.30% examples, 612311 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:07,073 : INFO : EPOCH 11 - PROGRESS: at 94.66% examples, 612449 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:08,093 : INFO : EPOCH 11 - PROGRESS: at 95.02% examples, 612625 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:02:09,100 : INFO : EPOCH 11 - PROGRESS: at 95.36% examples, 612931 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:10,105 : INFO : EPOCH 11 - PROGRESS: at 95.71% examples, 613206 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:11,107 : INFO : EPOCH 11 - PROGRESS: at 96.06% examples, 613331 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:12,115 : INFO : EPOCH 11 - PROGRESS: at 96.34% examples, 613714 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:13,118 : INFO : EPOCH 11 - PROGRESS: at 96.70% examples, 613895 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:14,120 : INFO : EPOCH 11 - PROGRESS: at 97.00% examples, 614221 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:15,123 : INFO : EPOCH 11 - PROGRESS: at 97.35% examples, 614413 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:16,125 : INFO : EPOCH 11 - PROGRESS: at 97.69% examples, 614638 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:17,138 : INFO : EPOCH 11 - PROGRESS: at 97.98% examples, 615021 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:18,143 : INFO : EPOCH 11 - PROGRESS: at 98.35% examples, 615171 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:19,168 : INFO : EPOCH 11 - PROGRESS: at 98.65% examples, 615500 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:20,170 : INFO : EPOCH 11 - PROGRESS: at 98.93% examples, 615940 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:21,173 : INFO : EPOCH 11 - PROGRESS: at 99.16% examples, 616495 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:22,178 : INFO : EPOCH 11 - PROGRESS: at 99.53% examples, 616560 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:23,184 : INFO : EPOCH 11 - PROGRESS: at 99.90% examples, 616647 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:23,388 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 16:02:23,409 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 16:02:23,417 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 16:02:23,419 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 16:02:23,420 : INFO : EPOCH - 11 : training on 206654289 raw words (151576139 effective words) took 245.8s, 616687 effective words/s
2020-08-16 16:02:24,434 : INFO : EPOCH 12 - PROGRESS: at 0.53% examples, 476622 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:25,460 : INFO : EPOCH 12 - PROGRESS: at 0.97% examples, 543211 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:02:26,466 : INFO : EPOCH 12 - PROGRESS: at 1.45% examples, 568933 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:27,467 : INFO : EPOCH 12 - PROGRESS: at 1.93% examples, 571546 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:28,481 : INFO : EPOCH 12 - PROGRESS: at 2.43% examples, 568775 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:29,488 : INFO : EPOCH 12 - PROGRESS: at 2.94% examples, 564083 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:30,499 : INFO : EPOCH 12 - PROGRESS: at 3.42% examples, 562377 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:02:31,529 : INFO : EPOCH 12 - PROGRESS: at 3.94% examples, 542767 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:32,533 : INFO : EPOCH 12 - PROGRESS: at 4.47% examples, 534995 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:33,534 : INFO : EPOCH 12 - PROGRESS: at 4.94% examples, 537337 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:34,558 : INFO : EPOCH 12 - PROGRESS: at 5.42% examples, 539521 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:35,560 : INFO : EPOCH 12 - PROGRESS: at 5.95% examples, 535995 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:36,583 : INFO : EPOCH 12 - PROGRESS: at 6.40% examples, 537481 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:02:37,583 : INFO : EPOCH 12 - PROGRESS: at 6.92% examples, 535341 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:38,588 : INFO : EPOCH 12 - PROGRESS: at 7.32% examples, 543797 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:02:39,609 : INFO : EPOCH 12 - PROGRESS: at 7.83% examples, 541764 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:40,902 : INFO : EPOCH 12 - PROGRESS: at 8.36% examples, 519820 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:41,923 : INFO : EPOCH 12 - PROGRESS: at 8.92% examples, 496359 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:42,957 : INFO : EPOCH 12 - PROGRESS: at 9.49% examples, 480453 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:43,975 : INFO : EPOCH 12 - PROGRESS: at 10.05% examples, 469190 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:02:44,982 : INFO : EPOCH 12 - PROGRESS: at 10.60% examples, 469582 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:46,012 : INFO : EPOCH 12 - PROGRESS: at 11.17% examples, 469308 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:47,014 : INFO : EPOCH 12 - PROGRESS: at 11.61% examples, 475843 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:48,025 : INFO : EPOCH 12 - PROGRESS: at 12.11% examples, 479103 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:02:49,028 : INFO : EPOCH 12 - PROGRESS: at 12.60% examples, 482557 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:50,028 : INFO : EPOCH 12 - PROGRESS: at 13.10% examples, 484276 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:51,034 : INFO : EPOCH 12 - PROGRESS: at 13.60% examples, 486256 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:52,040 : INFO : EPOCH 12 - PROGRESS: at 14.13% examples, 487532 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:53,044 : INFO : EPOCH 12 - PROGRESS: at 14.62% examples, 488626 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:54,054 : INFO : EPOCH 12 - PROGRESS: at 15.19% examples, 488933 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:55,054 : INFO : EPOCH 12 - PROGRESS: at 15.63% examples, 492571 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:56,054 : INFO : EPOCH 12 - PROGRESS: at 16.15% examples, 492687 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:02:57,063 : INFO : EPOCH 12 - PROGRESS: at 16.71% examples, 492956 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:58,067 : INFO : EPOCH 12 - PROGRESS: at 17.19% examples, 495705 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:02:59,083 : INFO : EPOCH 12 - PROGRESS: at 17.72% examples, 496410 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:00,083 : INFO : EPOCH 12 - PROGRESS: at 18.30% examples, 496079 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:01,090 : INFO : EPOCH 12 - PROGRESS: at 18.87% examples, 497057 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:02,100 : INFO : EPOCH 12 - PROGRESS: at 19.38% examples, 499511 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:03,104 : INFO : EPOCH 12 - PROGRESS: at 19.89% examples, 501106 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:03:04,123 : INFO : EPOCH 12 - PROGRESS: at 20.39% examples, 502439 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:05,131 : INFO : EPOCH 12 - PROGRESS: at 20.95% examples, 502703 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:06,141 : INFO : EPOCH 12 - PROGRESS: at 21.42% examples, 504329 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:07,170 : INFO : EPOCH 12 - PROGRESS: at 21.97% examples, 504417 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:08,187 : INFO : EPOCH 12 - PROGRESS: at 22.49% examples, 504211 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:09,206 : INFO : EPOCH 12 - PROGRESS: at 22.95% examples, 504188 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:10,212 : INFO : EPOCH 12 - PROGRESS: at 23.40% examples, 503865 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:11,219 : INFO : EPOCH 12 - PROGRESS: at 23.91% examples, 502623 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:12,222 : INFO : EPOCH 12 - PROGRESS: at 24.44% examples, 501487 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:13,225 : INFO : EPOCH 12 - PROGRESS: at 24.88% examples, 500985 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:14,227 : INFO : EPOCH 12 - PROGRESS: at 25.36% examples, 501506 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:15,229 : INFO : EPOCH 12 - PROGRESS: at 25.89% examples, 502559 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:03:16,248 : INFO : EPOCH 12 - PROGRESS: at 26.45% examples, 501650 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:17,255 : INFO : EPOCH 12 - PROGRESS: at 27.00% examples, 502585 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:18,257 : INFO : EPOCH 12 - PROGRESS: at 27.51% examples, 503649 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:19,258 : INFO : EPOCH 12 - PROGRESS: at 28.01% examples, 504562 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:20,278 : INFO : EPOCH 12 - PROGRESS: at 28.55% examples, 504823 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:21,280 : INFO : EPOCH 12 - PROGRESS: at 29.08% examples, 504436 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:22,319 : INFO : EPOCH 12 - PROGRESS: at 29.64% examples, 502496 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:23,351 : INFO : EPOCH 12 - PROGRESS: at 30.23% examples, 501554 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:24,359 : INFO : EPOCH 12 - PROGRESS: at 30.69% examples, 502290 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:25,370 : INFO : EPOCH 12 - PROGRESS: at 31.25% examples, 501730 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:26,386 : INFO : EPOCH 12 - PROGRESS: at 31.72% examples, 503001 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:03:27,393 : INFO : EPOCH 12 - PROGRESS: at 32.18% examples, 504079 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:28,393 : INFO : EPOCH 12 - PROGRESS: at 32.65% examples, 505319 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:29,400 : INFO : EPOCH 12 - PROGRESS: at 33.17% examples, 505538 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:03:30,405 : INFO : EPOCH 12 - PROGRESS: at 33.58% examples, 507355 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:31,406 : INFO : EPOCH 12 - PROGRESS: at 33.98% examples, 509416 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:32,406 : INFO : EPOCH 12 - PROGRESS: at 34.44% examples, 510332 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:33,414 : INFO : EPOCH 12 - PROGRESS: at 35.00% examples, 509943 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:34,427 : INFO : EPOCH 12 - PROGRESS: at 35.54% examples, 509520 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:35,440 : INFO : EPOCH 12 - PROGRESS: at 35.94% examples, 511832 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:36,462 : INFO : EPOCH 12 - PROGRESS: at 36.41% examples, 512624 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:03:37,465 : INFO : EPOCH 12 - PROGRESS: at 36.92% examples, 512607 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:38,475 : INFO : EPOCH 12 - PROGRESS: at 37.43% examples, 512194 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:39,478 : INFO : EPOCH 12 - PROGRESS: at 37.79% examples, 514674 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:40,487 : INFO : EPOCH 12 - PROGRESS: at 38.20% examples, 516278 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:41,499 : INFO : EPOCH 12 - PROGRESS: at 38.64% examples, 517293 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:42,518 : INFO : EPOCH 12 - PROGRESS: at 39.04% examples, 518815 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:03:43,530 : INFO : EPOCH 12 - PROGRESS: at 39.49% examples, 519986 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:44,531 : INFO : EPOCH 12 - PROGRESS: at 39.88% examples, 521546 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:45,550 : INFO : EPOCH 12 - PROGRESS: at 40.23% examples, 523755 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:46,573 : INFO : EPOCH 12 - PROGRESS: at 40.57% examples, 525919 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:47,580 : INFO : EPOCH 12 - PROGRESS: at 40.92% examples, 527935 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:03:48,585 : INFO : EPOCH 12 - PROGRESS: at 41.27% examples, 529884 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:49,599 : INFO : EPOCH 12 - PROGRESS: at 41.60% examples, 531824 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:50,611 : INFO : EPOCH 12 - PROGRESS: at 42.09% examples, 532431 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:03:51,619 : INFO : EPOCH 12 - PROGRESS: at 42.54% examples, 533173 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:52,630 : INFO : EPOCH 12 - PROGRESS: at 43.03% examples, 533054 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:53,641 : INFO : EPOCH 12 - PROGRESS: at 43.45% examples, 534020 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:54,664 : INFO : EPOCH 12 - PROGRESS: at 43.94% examples, 534493 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:03:55,698 : INFO : EPOCH 12 - PROGRESS: at 44.42% examples, 535315 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:56,703 : INFO : EPOCH 12 - PROGRESS: at 44.91% examples, 535752 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:03:57,709 : INFO : EPOCH 12 - PROGRESS: at 45.38% examples, 536146 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:58,710 : INFO : EPOCH 12 - PROGRESS: at 45.87% examples, 536506 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:03:59,710 : INFO : EPOCH 12 - PROGRESS: at 46.33% examples, 537140 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:04:00,713 : INFO : EPOCH 12 - PROGRESS: at 46.78% examples, 537940 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:01,722 : INFO : EPOCH 12 - PROGRESS: at 47.30% examples, 537808 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:04:02,741 : INFO : EPOCH 12 - PROGRESS: at 47.77% examples, 538238 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:03,745 : INFO : EPOCH 12 - PROGRESS: at 48.18% examples, 539296 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:04,761 : INFO : EPOCH 12 - PROGRESS: at 48.70% examples, 539338 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:05,763 : INFO : EPOCH 12 - PROGRESS: at 49.23% examples, 539002 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:06,779 : INFO : EPOCH 12 - PROGRESS: at 49.60% examples, 540512 words/s, in_qsize 8, out_qsize 1
2020-08-16 16:04:07,780 : INFO : EPOCH 12 - PROGRESS: at 50.10% examples, 540308 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:08,796 : INFO : EPOCH 12 - PROGRESS: at 50.58% examples, 540540 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:09,799 : INFO : EPOCH 12 - PROGRESS: at 51.08% examples, 540695 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:10,821 : INFO : EPOCH 12 - PROGRESS: at 51.56% examples, 540906 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:11,842 : INFO : EPOCH 12 - PROGRESS: at 52.06% examples, 540838 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:12,854 : INFO : EPOCH 12 - PROGRESS: at 52.57% examples, 540893 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:13,871 : INFO : EPOCH 12 - PROGRESS: at 53.00% examples, 541582 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:04:14,872 : INFO : EPOCH 12 - PROGRESS: at 53.50% examples, 541968 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:15,892 : INFO : EPOCH 12 - PROGRESS: at 53.99% examples, 541596 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:04:16,893 : INFO : EPOCH 12 - PROGRESS: at 54.52% examples, 541549 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:17,918 : INFO : EPOCH 12 - PROGRESS: at 55.00% examples, 541508 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:18,939 : INFO : EPOCH 12 - PROGRESS: at 55.47% examples, 541620 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:19,941 : INFO : EPOCH 12 - PROGRESS: at 55.71% examples, 543344 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:20,948 : INFO : EPOCH 12 - PROGRESS: at 56.05% examples, 544394 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:21,957 : INFO : EPOCH 12 - PROGRESS: at 56.40% examples, 545323 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:22,969 : INFO : EPOCH 12 - PROGRESS: at 56.71% examples, 546530 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:23,969 : INFO : EPOCH 12 - PROGRESS: at 57.08% examples, 547405 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:04:24,970 : INFO : EPOCH 12 - PROGRESS: at 57.48% examples, 547859 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:25,975 : INFO : EPOCH 12 - PROGRESS: at 57.79% examples, 548981 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:04:26,975 : INFO : EPOCH 12 - PROGRESS: at 58.12% examples, 549906 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:27,983 : INFO : EPOCH 12 - PROGRESS: at 58.41% examples, 551084 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:28,998 : INFO : EPOCH 12 - PROGRESS: at 58.77% examples, 551865 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:29,998 : INFO : EPOCH 12 - PROGRESS: at 59.07% examples, 553077 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:31,003 : INFO : EPOCH 12 - PROGRESS: at 59.35% examples, 554240 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:32,014 : INFO : EPOCH 12 - PROGRESS: at 59.72% examples, 555006 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:33,021 : INFO : EPOCH 12 - PROGRESS: at 59.99% examples, 556357 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:34,034 : INFO : EPOCH 12 - PROGRESS: at 60.26% examples, 557682 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:35,047 : INFO : EPOCH 12 - PROGRESS: at 60.52% examples, 559056 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:36,048 : INFO : EPOCH 12 - PROGRESS: at 60.78% examples, 560387 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:37,056 : INFO : EPOCH 12 - PROGRESS: at 61.12% examples, 561183 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:38,076 : INFO : EPOCH 12 - PROGRESS: at 61.44% examples, 562079 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:39,093 : INFO : EPOCH 12 - PROGRESS: at 61.77% examples, 562875 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:40,095 : INFO : EPOCH 12 - PROGRESS: at 62.10% examples, 563695 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:41,102 : INFO : EPOCH 12 - PROGRESS: at 62.44% examples, 564381 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:04:42,123 : INFO : EPOCH 12 - PROGRESS: at 62.75% examples, 565365 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:43,129 : INFO : EPOCH 12 - PROGRESS: at 63.06% examples, 566305 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:44,142 : INFO : EPOCH 12 - PROGRESS: at 63.40% examples, 567037 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:45,148 : INFO : EPOCH 12 - PROGRESS: at 63.72% examples, 567744 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:04:46,150 : INFO : EPOCH 12 - PROGRESS: at 63.98% examples, 569551 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:47,161 : INFO : EPOCH 12 - PROGRESS: at 64.30% examples, 570928 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:48,172 : INFO : EPOCH 12 - PROGRESS: at 64.71% examples, 571968 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:49,182 : INFO : EPOCH 12 - PROGRESS: at 65.08% examples, 573208 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:50,193 : INFO : EPOCH 12 - PROGRESS: at 65.52% examples, 573922 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:51,194 : INFO : EPOCH 12 - PROGRESS: at 65.88% examples, 574445 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:04:52,205 : INFO : EPOCH 12 - PROGRESS: at 66.25% examples, 574885 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:04:53,205 : INFO : EPOCH 12 - PROGRESS: at 66.61% examples, 575337 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:54,207 : INFO : EPOCH 12 - PROGRESS: at 66.99% examples, 575806 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:04:55,218 : INFO : EPOCH 12 - PROGRESS: at 67.36% examples, 576094 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:56,218 : INFO : EPOCH 12 - PROGRESS: at 67.68% examples, 576797 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:04:57,228 : INFO : EPOCH 12 - PROGRESS: at 68.03% examples, 577317 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:58,229 : INFO : EPOCH 12 - PROGRESS: at 68.40% examples, 577706 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:04:59,234 : INFO : EPOCH 12 - PROGRESS: at 68.77% examples, 578188 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:00,235 : INFO : EPOCH 12 - PROGRESS: at 69.17% examples, 578636 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:01,235 : INFO : EPOCH 12 - PROGRESS: at 69.54% examples, 579119 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:02,237 : INFO : EPOCH 12 - PROGRESS: at 69.89% examples, 579481 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:05:03,247 : INFO : EPOCH 12 - PROGRESS: at 70.26% examples, 579864 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:04,254 : INFO : EPOCH 12 - PROGRESS: at 70.64% examples, 580194 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:05,263 : INFO : EPOCH 12 - PROGRESS: at 71.03% examples, 580583 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:06,273 : INFO : EPOCH 12 - PROGRESS: at 71.40% examples, 581048 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:07,274 : INFO : EPOCH 12 - PROGRESS: at 71.79% examples, 581362 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:08,284 : INFO : EPOCH 12 - PROGRESS: at 72.16% examples, 581431 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:05:09,300 : INFO : EPOCH 12 - PROGRESS: at 72.52% examples, 581383 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:10,307 : INFO : EPOCH 12 - PROGRESS: at 72.90% examples, 581352 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:05:11,316 : INFO : EPOCH 12 - PROGRESS: at 73.24% examples, 581410 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:12,322 : INFO : EPOCH 12 - PROGRESS: at 73.59% examples, 581472 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:13,328 : INFO : EPOCH 12 - PROGRESS: at 73.93% examples, 581147 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:14,345 : INFO : EPOCH 12 - PROGRESS: at 74.30% examples, 581177 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:15,346 : INFO : EPOCH 12 - PROGRESS: at 74.68% examples, 582000 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:16,359 : INFO : EPOCH 12 - PROGRESS: at 75.05% examples, 582995 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:05:17,369 : INFO : EPOCH 12 - PROGRESS: at 75.43% examples, 583836 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:18,382 : INFO : EPOCH 12 - PROGRESS: at 75.80% examples, 584823 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:19,384 : INFO : EPOCH 12 - PROGRESS: at 76.17% examples, 585751 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:20,396 : INFO : EPOCH 12 - PROGRESS: at 76.58% examples, 586490 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:21,406 : INFO : EPOCH 12 - PROGRESS: at 77.02% examples, 587177 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:22,416 : INFO : EPOCH 12 - PROGRESS: at 77.40% examples, 588041 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:23,435 : INFO : EPOCH 12 - PROGRESS: at 77.78% examples, 588901 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:24,459 : INFO : EPOCH 12 - PROGRESS: at 78.11% examples, 589888 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:25,470 : INFO : EPOCH 12 - PROGRESS: at 78.48% examples, 590501 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:26,482 : INFO : EPOCH 12 - PROGRESS: at 78.81% examples, 590889 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:27,490 : INFO : EPOCH 12 - PROGRESS: at 79.18% examples, 591239 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:28,508 : INFO : EPOCH 12 - PROGRESS: at 79.50% examples, 591704 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:29,516 : INFO : EPOCH 12 - PROGRESS: at 79.84% examples, 592111 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:30,525 : INFO : EPOCH 12 - PROGRESS: at 80.16% examples, 592681 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:31,531 : INFO : EPOCH 12 - PROGRESS: at 80.55% examples, 592867 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:32,532 : INFO : EPOCH 12 - PROGRESS: at 80.86% examples, 593307 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:33,542 : INFO : EPOCH 12 - PROGRESS: at 81.16% examples, 593922 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:34,554 : INFO : EPOCH 12 - PROGRESS: at 81.47% examples, 594451 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:35,558 : INFO : EPOCH 12 - PROGRESS: at 81.77% examples, 594942 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:05:36,577 : INFO : EPOCH 12 - PROGRESS: at 82.12% examples, 595268 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:05:37,588 : INFO : EPOCH 12 - PROGRESS: at 82.46% examples, 595691 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:38,604 : INFO : EPOCH 12 - PROGRESS: at 82.80% examples, 596049 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:39,634 : INFO : EPOCH 12 - PROGRESS: at 83.15% examples, 596328 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:40,651 : INFO : EPOCH 12 - PROGRESS: at 83.49% examples, 596682 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:05:41,659 : INFO : EPOCH 12 - PROGRESS: at 83.83% examples, 597008 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:05:42,672 : INFO : EPOCH 12 - PROGRESS: at 84.16% examples, 597455 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:43,695 : INFO : EPOCH 12 - PROGRESS: at 84.44% examples, 597988 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:44,700 : INFO : EPOCH 12 - PROGRESS: at 84.78% examples, 598312 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:45,701 : INFO : EPOCH 12 - PROGRESS: at 85.14% examples, 598599 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:05:46,706 : INFO : EPOCH 12 - PROGRESS: at 85.50% examples, 598863 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:05:47,712 : INFO : EPOCH 12 - PROGRESS: at 85.87% examples, 599018 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:48,721 : INFO : EPOCH 12 - PROGRESS: at 86.19% examples, 599379 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:49,730 : INFO : EPOCH 12 - PROGRESS: at 86.53% examples, 599833 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:50,741 : INFO : EPOCH 12 - PROGRESS: at 86.84% examples, 600291 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:05:51,742 : INFO : EPOCH 12 - PROGRESS: at 87.16% examples, 600694 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:52,753 : INFO : EPOCH 12 - PROGRESS: at 87.50% examples, 600951 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:53,766 : INFO : EPOCH 12 - PROGRESS: at 87.81% examples, 601444 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:54,769 : INFO : EPOCH 12 - PROGRESS: at 88.13% examples, 601882 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:55,783 : INFO : EPOCH 12 - PROGRESS: at 88.46% examples, 602166 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:56,784 : INFO : EPOCH 12 - PROGRESS: at 88.77% examples, 602652 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:57,797 : INFO : EPOCH 12 - PROGRESS: at 89.10% examples, 602947 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:05:58,808 : INFO : EPOCH 12 - PROGRESS: at 89.44% examples, 603352 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:05:59,810 : INFO : EPOCH 12 - PROGRESS: at 89.81% examples, 603587 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:00,816 : INFO : EPOCH 12 - PROGRESS: at 90.16% examples, 603760 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:01,824 : INFO : EPOCH 12 - PROGRESS: at 90.52% examples, 604074 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:06:02,831 : INFO : EPOCH 12 - PROGRESS: at 90.81% examples, 604545 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:03,832 : INFO : EPOCH 12 - PROGRESS: at 91.01% examples, 605285 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:04,841 : INFO : EPOCH 12 - PROGRESS: at 91.35% examples, 605563 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:05,861 : INFO : EPOCH 12 - PROGRESS: at 91.69% examples, 605789 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:06,863 : INFO : EPOCH 12 - PROGRESS: at 92.02% examples, 606124 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:07,870 : INFO : EPOCH 12 - PROGRESS: at 92.40% examples, 606242 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:08,882 : INFO : EPOCH 12 - PROGRESS: at 92.74% examples, 606607 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:09,884 : INFO : EPOCH 12 - PROGRESS: at 93.04% examples, 606988 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:10,893 : INFO : EPOCH 12 - PROGRESS: at 93.42% examples, 607060 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:11,900 : INFO : EPOCH 12 - PROGRESS: at 93.77% examples, 607312 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:12,901 : INFO : EPOCH 12 - PROGRESS: at 94.10% examples, 607594 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:13,923 : INFO : EPOCH 12 - PROGRESS: at 94.43% examples, 607898 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:14,935 : INFO : EPOCH 12 - PROGRESS: at 94.78% examples, 608063 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:15,940 : INFO : EPOCH 12 - PROGRESS: at 95.13% examples, 608297 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:16,945 : INFO : EPOCH 12 - PROGRESS: at 95.47% examples, 608590 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:17,949 : INFO : EPOCH 12 - PROGRESS: at 95.82% examples, 608808 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:06:18,951 : INFO : EPOCH 12 - PROGRESS: at 96.17% examples, 608951 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:19,954 : INFO : EPOCH 12 - PROGRESS: at 96.46% examples, 609312 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:20,958 : INFO : EPOCH 12 - PROGRESS: at 96.79% examples, 609640 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:21,982 : INFO : EPOCH 12 - PROGRESS: at 97.12% examples, 609924 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:23,011 : INFO : EPOCH 12 - PROGRESS: at 97.48% examples, 610164 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:06:24,012 : INFO : EPOCH 12 - PROGRESS: at 97.80% examples, 610497 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:25,036 : INFO : EPOCH 12 - PROGRESS: at 98.12% examples, 610800 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:26,038 : INFO : EPOCH 12 - PROGRESS: at 98.44% examples, 611129 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:27,041 : INFO : EPOCH 12 - PROGRESS: at 98.76% examples, 611409 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:28,055 : INFO : EPOCH 12 - PROGRESS: at 98.96% examples, 612039 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:29,071 : INFO : EPOCH 12 - PROGRESS: at 99.30% examples, 612288 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:06:30,079 : INFO : EPOCH 12 - PROGRESS: at 99.67% examples, 612368 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:30,898 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 16:06:30,919 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 16:06:30,926 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 16:06:30,929 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 16:06:30,930 : INFO : EPOCH - 12 : training on 206654289 raw words (151590242 effective words) took 247.5s, 612474 effective words/s
2020-08-16 16:06:31,937 : INFO : EPOCH 13 - PROGRESS: at 0.54% examples, 494965 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:32,939 : INFO : EPOCH 13 - PROGRESS: at 0.98% examples, 555185 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:06:33,955 : INFO : EPOCH 13 - PROGRESS: at 1.46% examples, 575047 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:34,961 : INFO : EPOCH 13 - PROGRESS: at 1.94% examples, 578240 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:35,965 : INFO : EPOCH 13 - PROGRESS: at 2.45% examples, 574375 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:36,969 : INFO : EPOCH 13 - PROGRESS: at 2.96% examples, 568868 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:37,972 : INFO : EPOCH 13 - PROGRESS: at 3.43% examples, 566996 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:38,993 : INFO : EPOCH 13 - PROGRESS: at 3.95% examples, 546536 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:39,997 : INFO : EPOCH 13 - PROGRESS: at 4.47% examples, 538452 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:40,997 : INFO : EPOCH 13 - PROGRESS: at 4.94% examples, 541203 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:42,003 : INFO : EPOCH 13 - PROGRESS: at 5.43% examples, 543219 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:43,011 : INFO : EPOCH 13 - PROGRESS: at 5.96% examples, 539696 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:44,035 : INFO : EPOCH 13 - PROGRESS: at 6.43% examples, 540990 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:45,051 : INFO : EPOCH 13 - PROGRESS: at 6.95% examples, 538248 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:06:46,068 : INFO : EPOCH 13 - PROGRESS: at 7.34% examples, 546169 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:06:47,069 : INFO : EPOCH 13 - PROGRESS: at 7.85% examples, 544296 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:48,306 : INFO : EPOCH 13 - PROGRESS: at 8.36% examples, 522949 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:49,317 : INFO : EPOCH 13 - PROGRESS: at 8.97% examples, 499947 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:50,342 : INFO : EPOCH 13 - PROGRESS: at 9.49% examples, 483473 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:51,351 : INFO : EPOCH 13 - PROGRESS: at 10.07% examples, 472954 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:52,353 : INFO : EPOCH 13 - PROGRESS: at 10.61% examples, 472900 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:53,358 : INFO : EPOCH 13 - PROGRESS: at 11.17% examples, 472666 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:54,372 : INFO : EPOCH 13 - PROGRESS: at 11.61% examples, 479137 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:55,376 : INFO : EPOCH 13 - PROGRESS: at 12.12% examples, 482747 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:06:56,387 : INFO : EPOCH 13 - PROGRESS: at 12.61% examples, 485640 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:57,390 : INFO : EPOCH 13 - PROGRESS: at 13.12% examples, 487412 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:58,420 : INFO : EPOCH 13 - PROGRESS: at 13.63% examples, 489525 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:06:59,447 : INFO : EPOCH 13 - PROGRESS: at 14.17% examples, 490484 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:00,500 : INFO : EPOCH 13 - PROGRESS: at 14.70% examples, 491532 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:01,505 : INFO : EPOCH 13 - PROGRESS: at 15.26% examples, 492459 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:02,508 : INFO : EPOCH 13 - PROGRESS: at 15.70% examples, 495629 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:07:03,511 : INFO : EPOCH 13 - PROGRESS: at 16.23% examples, 495703 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:04,515 : INFO : EPOCH 13 - PROGRESS: at 16.78% examples, 496002 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:05,530 : INFO : EPOCH 13 - PROGRESS: at 17.25% examples, 498377 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:06,534 : INFO : EPOCH 13 - PROGRESS: at 17.80% examples, 499144 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:07,572 : INFO : EPOCH 13 - PROGRESS: at 18.40% examples, 498488 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:08,584 : INFO : EPOCH 13 - PROGRESS: at 18.93% examples, 499167 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:09,584 : INFO : EPOCH 13 - PROGRESS: at 19.41% examples, 500532 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:10,600 : INFO : EPOCH 13 - PROGRESS: at 19.89% examples, 501227 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:11,611 : INFO : EPOCH 13 - PROGRESS: at 20.35% examples, 501734 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:12,620 : INFO : EPOCH 13 - PROGRESS: at 20.86% examples, 500512 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:13,645 : INFO : EPOCH 13 - PROGRESS: at 21.31% examples, 500871 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:14,665 : INFO : EPOCH 13 - PROGRESS: at 21.82% examples, 501947 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:15,669 : INFO : EPOCH 13 - PROGRESS: at 22.39% examples, 502237 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:16,685 : INFO : EPOCH 13 - PROGRESS: at 22.89% examples, 502753 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:17,694 : INFO : EPOCH 13 - PROGRESS: at 23.40% examples, 503956 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:18,698 : INFO : EPOCH 13 - PROGRESS: at 23.94% examples, 503726 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:19,701 : INFO : EPOCH 13 - PROGRESS: at 24.53% examples, 502939 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:20,701 : INFO : EPOCH 13 - PROGRESS: at 25.01% examples, 503553 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:21,717 : INFO : EPOCH 13 - PROGRESS: at 25.50% examples, 504780 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:22,732 : INFO : EPOCH 13 - PROGRESS: at 26.04% examples, 504840 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:23,732 : INFO : EPOCH 13 - PROGRESS: at 26.59% examples, 504540 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:24,749 : INFO : EPOCH 13 - PROGRESS: at 27.12% examples, 505646 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:25,753 : INFO : EPOCH 13 - PROGRESS: at 27.65% examples, 506626 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:26,768 : INFO : EPOCH 13 - PROGRESS: at 28.17% examples, 507225 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:27,775 : INFO : EPOCH 13 - PROGRESS: at 28.69% examples, 507662 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:28,806 : INFO : EPOCH 13 - PROGRESS: at 29.24% examples, 506105 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:29,812 : INFO : EPOCH 13 - PROGRESS: at 29.80% examples, 504790 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:30,813 : INFO : EPOCH 13 - PROGRESS: at 30.37% examples, 503691 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:31,845 : INFO : EPOCH 13 - PROGRESS: at 30.85% examples, 504039 words/s, in_qsize 8, out_qsize 1
2020-08-16 16:07:32,857 : INFO : EPOCH 13 - PROGRESS: at 31.40% examples, 504335 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:33,877 : INFO : EPOCH 13 - PROGRESS: at 31.85% examples, 505794 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:34,892 : INFO : EPOCH 13 - PROGRESS: at 32.32% examples, 506782 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:35,906 : INFO : EPOCH 13 - PROGRESS: at 32.81% examples, 508112 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:36,911 : INFO : EPOCH 13 - PROGRESS: at 33.30% examples, 508469 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:37,925 : INFO : EPOCH 13 - PROGRESS: at 33.71% examples, 510423 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:38,934 : INFO : EPOCH 13 - PROGRESS: at 34.12% examples, 512222 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:39,944 : INFO : EPOCH 13 - PROGRESS: at 34.63% examples, 512307 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:40,944 : INFO : EPOCH 13 - PROGRESS: at 35.17% examples, 511920 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:41,950 : INFO : EPOCH 13 - PROGRESS: at 35.68% examples, 512546 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:42,956 : INFO : EPOCH 13 - PROGRESS: at 36.08% examples, 514478 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:43,963 : INFO : EPOCH 13 - PROGRESS: at 36.56% examples, 514945 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:44,992 : INFO : EPOCH 13 - PROGRESS: at 37.08% examples, 513981 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:45,999 : INFO : EPOCH 13 - PROGRESS: at 37.58% examples, 514745 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:47,020 : INFO : EPOCH 13 - PROGRESS: at 37.89% examples, 517597 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:48,022 : INFO : EPOCH 13 - PROGRESS: at 38.35% examples, 518580 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:07:49,054 : INFO : EPOCH 13 - PROGRESS: at 38.77% examples, 519891 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:50,073 : INFO : EPOCH 13 - PROGRESS: at 39.20% examples, 521475 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:51,094 : INFO : EPOCH 13 - PROGRESS: at 39.67% examples, 522275 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:52,123 : INFO : EPOCH 13 - PROGRESS: at 40.02% examples, 524353 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:53,147 : INFO : EPOCH 13 - PROGRESS: at 40.35% examples, 526707 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:54,166 : INFO : EPOCH 13 - PROGRESS: at 40.72% examples, 528618 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:55,176 : INFO : EPOCH 13 - PROGRESS: at 41.06% examples, 530657 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:56,177 : INFO : EPOCH 13 - PROGRESS: at 41.40% examples, 532681 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:57,178 : INFO : EPOCH 13 - PROGRESS: at 41.80% examples, 533826 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:07:58,190 : INFO : EPOCH 13 - PROGRESS: at 42.23% examples, 535105 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:07:59,209 : INFO : EPOCH 13 - PROGRESS: at 42.74% examples, 534976 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:00,220 : INFO : EPOCH 13 - PROGRESS: at 43.19% examples, 535338 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:01,221 : INFO : EPOCH 13 - PROGRESS: at 43.64% examples, 536172 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:02,227 : INFO : EPOCH 13 - PROGRESS: at 44.13% examples, 536688 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:03,237 : INFO : EPOCH 13 - PROGRESS: at 44.59% examples, 537287 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:04,248 : INFO : EPOCH 13 - PROGRESS: at 45.07% examples, 537865 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:05,249 : INFO : EPOCH 13 - PROGRESS: at 45.58% examples, 538304 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:06,268 : INFO : EPOCH 13 - PROGRESS: at 46.03% examples, 538821 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:07,271 : INFO : EPOCH 13 - PROGRESS: at 46.51% examples, 539426 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:08,273 : INFO : EPOCH 13 - PROGRESS: at 46.99% examples, 539783 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:09,287 : INFO : EPOCH 13 - PROGRESS: at 47.47% examples, 539796 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:10,311 : INFO : EPOCH 13 - PROGRESS: at 47.93% examples, 540618 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:11,311 : INFO : EPOCH 13 - PROGRESS: at 48.41% examples, 541109 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:12,318 : INFO : EPOCH 13 - PROGRESS: at 48.89% examples, 541273 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:13,321 : INFO : EPOCH 13 - PROGRESS: at 49.38% examples, 541675 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:14,340 : INFO : EPOCH 13 - PROGRESS: at 49.79% examples, 542465 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:15,349 : INFO : EPOCH 13 - PROGRESS: at 50.30% examples, 542103 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:16,356 : INFO : EPOCH 13 - PROGRESS: at 50.79% examples, 542218 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:17,377 : INFO : EPOCH 13 - PROGRESS: at 51.26% examples, 542411 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:18,382 : INFO : EPOCH 13 - PROGRESS: at 51.76% examples, 542292 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:19,396 : INFO : EPOCH 13 - PROGRESS: at 52.21% examples, 542765 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:20,404 : INFO : EPOCH 13 - PROGRESS: at 52.74% examples, 542514 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:08:21,411 : INFO : EPOCH 13 - PROGRESS: at 53.19% examples, 543215 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:22,415 : INFO : EPOCH 13 - PROGRESS: at 53.66% examples, 543587 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:23,417 : INFO : EPOCH 13 - PROGRESS: at 54.17% examples, 543155 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:24,419 : INFO : EPOCH 13 - PROGRESS: at 54.66% examples, 543246 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:25,425 : INFO : EPOCH 13 - PROGRESS: at 55.17% examples, 543073 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:26,428 : INFO : EPOCH 13 - PROGRESS: at 55.53% examples, 543791 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:27,437 : INFO : EPOCH 13 - PROGRESS: at 55.80% examples, 545315 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:28,441 : INFO : EPOCH 13 - PROGRESS: at 56.15% examples, 546321 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:29,445 : INFO : EPOCH 13 - PROGRESS: at 56.49% examples, 547255 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:30,455 : INFO : EPOCH 13 - PROGRESS: at 56.83% examples, 548304 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:31,457 : INFO : EPOCH 13 - PROGRESS: at 57.20% examples, 548989 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:32,462 : INFO : EPOCH 13 - PROGRESS: at 57.59% examples, 549471 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:33,476 : INFO : EPOCH 13 - PROGRESS: at 57.91% examples, 550507 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:08:34,487 : INFO : EPOCH 13 - PROGRESS: at 58.21% examples, 551794 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:35,489 : INFO : EPOCH 13 - PROGRESS: at 58.53% examples, 552794 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:36,502 : INFO : EPOCH 13 - PROGRESS: at 58.89% examples, 553659 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:37,510 : INFO : EPOCH 13 - PROGRESS: at 59.15% examples, 555008 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:38,517 : INFO : EPOCH 13 - PROGRESS: at 59.49% examples, 555941 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:39,518 : INFO : EPOCH 13 - PROGRESS: at 59.81% examples, 556746 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:40,522 : INFO : EPOCH 13 - PROGRESS: at 60.07% examples, 558260 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:41,536 : INFO : EPOCH 13 - PROGRESS: at 60.33% examples, 559507 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:42,544 : INFO : EPOCH 13 - PROGRESS: at 60.60% examples, 560859 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:43,550 : INFO : EPOCH 13 - PROGRESS: at 60.88% examples, 562109 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:44,579 : INFO : EPOCH 13 - PROGRESS: at 61.22% examples, 562867 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:45,587 : INFO : EPOCH 13 - PROGRESS: at 61.54% examples, 563748 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:46,589 : INFO : EPOCH 13 - PROGRESS: at 61.87% examples, 564534 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:47,607 : INFO : EPOCH 13 - PROGRESS: at 62.22% examples, 565285 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:48,616 : INFO : EPOCH 13 - PROGRESS: at 62.54% examples, 566273 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:49,621 : INFO : EPOCH 13 - PROGRESS: at 62.86% examples, 567050 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:50,644 : INFO : EPOCH 13 - PROGRESS: at 63.17% examples, 567990 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:51,649 : INFO : EPOCH 13 - PROGRESS: at 63.51% examples, 568718 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:52,657 : INFO : EPOCH 13 - PROGRESS: at 63.85% examples, 569461 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:53,670 : INFO : EPOCH 13 - PROGRESS: at 64.09% examples, 571464 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:54,676 : INFO : EPOCH 13 - PROGRESS: at 64.44% examples, 572738 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:55,683 : INFO : EPOCH 13 - PROGRESS: at 64.85% examples, 573720 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:56,693 : INFO : EPOCH 13 - PROGRESS: at 65.22% examples, 574939 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:08:57,702 : INFO : EPOCH 13 - PROGRESS: at 65.67% examples, 575705 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:58,707 : INFO : EPOCH 13 - PROGRESS: at 66.05% examples, 576286 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:08:59,711 : INFO : EPOCH 13 - PROGRESS: at 66.41% examples, 576796 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:00,711 : INFO : EPOCH 13 - PROGRESS: at 66.78% examples, 577221 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:09:01,720 : INFO : EPOCH 13 - PROGRESS: at 67.16% examples, 577601 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:09:02,721 : INFO : EPOCH 13 - PROGRESS: at 67.50% examples, 578251 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:09:03,732 : INFO : EPOCH 13 - PROGRESS: at 67.85% examples, 578643 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:04,753 : INFO : EPOCH 13 - PROGRESS: at 68.19% examples, 579212 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:05,760 : INFO : EPOCH 13 - PROGRESS: at 68.57% examples, 579541 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:09:06,762 : INFO : EPOCH 13 - PROGRESS: at 68.94% examples, 579930 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:09:07,782 : INFO : EPOCH 13 - PROGRESS: at 69.36% examples, 580361 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:08,795 : INFO : EPOCH 13 - PROGRESS: at 69.68% examples, 580509 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:09:09,803 : INFO : EPOCH 13 - PROGRESS: at 70.03% examples, 580618 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:10,804 : INFO : EPOCH 13 - PROGRESS: at 70.37% examples, 580710 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:11,817 : INFO : EPOCH 13 - PROGRESS: at 70.72% examples, 580737 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:12,825 : INFO : EPOCH 13 - PROGRESS: at 71.07% examples, 580726 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:13,830 : INFO : EPOCH 13 - PROGRESS: at 71.39% examples, 580688 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:14,835 : INFO : EPOCH 13 - PROGRESS: at 71.78% examples, 581073 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:15,848 : INFO : EPOCH 13 - PROGRESS: at 72.21% examples, 581743 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:16,862 : INFO : EPOCH 13 - PROGRESS: at 72.61% examples, 582051 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:17,877 : INFO : EPOCH 13 - PROGRESS: at 73.01% examples, 582204 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:18,878 : INFO : EPOCH 13 - PROGRESS: at 73.37% examples, 582559 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:19,882 : INFO : EPOCH 13 - PROGRESS: at 73.77% examples, 582761 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:20,883 : INFO : EPOCH 13 - PROGRESS: at 74.15% examples, 583039 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:21,889 : INFO : EPOCH 13 - PROGRESS: at 74.52% examples, 583330 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:22,892 : INFO : EPOCH 13 - PROGRESS: at 74.85% examples, 583904 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:23,903 : INFO : EPOCH 13 - PROGRESS: at 75.19% examples, 584342 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:24,918 : INFO : EPOCH 13 - PROGRESS: at 75.52% examples, 584886 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:25,919 : INFO : EPOCH 13 - PROGRESS: at 75.87% examples, 585374 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:26,921 : INFO : EPOCH 13 - PROGRESS: at 76.21% examples, 585885 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:27,927 : INFO : EPOCH 13 - PROGRESS: at 76.56% examples, 586236 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:28,938 : INFO : EPOCH 13 - PROGRESS: at 76.95% examples, 586475 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:29,939 : INFO : EPOCH 13 - PROGRESS: at 77.30% examples, 586930 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:30,949 : INFO : EPOCH 13 - PROGRESS: at 77.65% examples, 587245 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:31,952 : INFO : EPOCH 13 - PROGRESS: at 77.94% examples, 587940 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:32,965 : INFO : EPOCH 13 - PROGRESS: at 78.27% examples, 588384 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:33,978 : INFO : EPOCH 13 - PROGRESS: at 78.63% examples, 588717 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:34,980 : INFO : EPOCH 13 - PROGRESS: at 78.96% examples, 589212 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:35,980 : INFO : EPOCH 13 - PROGRESS: at 79.32% examples, 589518 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:36,981 : INFO : EPOCH 13 - PROGRESS: at 79.63% examples, 590081 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:37,991 : INFO : EPOCH 13 - PROGRESS: at 79.96% examples, 590530 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:39,009 : INFO : EPOCH 13 - PROGRESS: at 80.32% examples, 590806 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:40,009 : INFO : EPOCH 13 - PROGRESS: at 80.66% examples, 591178 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:41,013 : INFO : EPOCH 13 - PROGRESS: at 80.97% examples, 591733 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:42,017 : INFO : EPOCH 13 - PROGRESS: at 81.28% examples, 592193 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:43,020 : INFO : EPOCH 13 - PROGRESS: at 81.55% examples, 592778 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:44,031 : INFO : EPOCH 13 - PROGRESS: at 81.88% examples, 593199 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:45,036 : INFO : EPOCH 13 - PROGRESS: at 82.25% examples, 593444 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:46,048 : INFO : EPOCH 13 - PROGRESS: at 82.56% examples, 593896 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:47,060 : INFO : EPOCH 13 - PROGRESS: at 82.89% examples, 594281 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:09:48,070 : INFO : EPOCH 13 - PROGRESS: at 83.26% examples, 594506 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:49,073 : INFO : EPOCH 13 - PROGRESS: at 83.62% examples, 594841 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:50,079 : INFO : EPOCH 13 - PROGRESS: at 83.92% examples, 595268 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:51,085 : INFO : EPOCH 13 - PROGRESS: at 84.26% examples, 595673 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:52,092 : INFO : EPOCH 13 - PROGRESS: at 84.53% examples, 596205 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:53,099 : INFO : EPOCH 13 - PROGRESS: at 84.89% examples, 596501 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:54,115 : INFO : EPOCH 13 - PROGRESS: at 85.24% examples, 596817 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:55,122 : INFO : EPOCH 13 - PROGRESS: at 85.60% examples, 597032 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:56,123 : INFO : EPOCH 13 - PROGRESS: at 85.94% examples, 597397 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:09:57,124 : INFO : EPOCH 13 - PROGRESS: at 86.27% examples, 597760 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:58,125 : INFO : EPOCH 13 - PROGRESS: at 86.60% examples, 598180 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:09:59,138 : INFO : EPOCH 13 - PROGRESS: at 86.92% examples, 598513 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:10:00,143 : INFO : EPOCH 13 - PROGRESS: at 87.24% examples, 599027 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:01,148 : INFO : EPOCH 13 - PROGRESS: at 87.59% examples, 599194 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:02,162 : INFO : EPOCH 13 - PROGRESS: at 87.89% examples, 599786 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:03,184 : INFO : EPOCH 13 - PROGRESS: at 88.22% examples, 600118 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:04,195 : INFO : EPOCH 13 - PROGRESS: at 88.55% examples, 600528 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:05,220 : INFO : EPOCH 13 - PROGRESS: at 88.88% examples, 600912 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:06,246 : INFO : EPOCH 13 - PROGRESS: at 89.19% examples, 601357 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:07,254 : INFO : EPOCH 13 - PROGRESS: at 89.57% examples, 601628 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:10:08,260 : INFO : EPOCH 13 - PROGRESS: at 89.93% examples, 601892 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:09,262 : INFO : EPOCH 13 - PROGRESS: at 90.26% examples, 602197 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:10,262 : INFO : EPOCH 13 - PROGRESS: at 90.62% examples, 602453 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:11,268 : INFO : EPOCH 13 - PROGRESS: at 90.83% examples, 603181 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:12,287 : INFO : EPOCH 13 - PROGRESS: at 91.12% examples, 603686 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:13,288 : INFO : EPOCH 13 - PROGRESS: at 91.47% examples, 603895 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:14,294 : INFO : EPOCH 13 - PROGRESS: at 91.80% examples, 604216 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:15,296 : INFO : EPOCH 13 - PROGRESS: at 92.14% examples, 604512 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:16,305 : INFO : EPOCH 13 - PROGRESS: at 92.52% examples, 604634 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:17,312 : INFO : EPOCH 13 - PROGRESS: at 92.85% examples, 605025 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:18,313 : INFO : EPOCH 13 - PROGRESS: at 93.16% examples, 605421 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:19,314 : INFO : EPOCH 13 - PROGRESS: at 93.54% examples, 605562 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:20,330 : INFO : EPOCH 13 - PROGRESS: at 93.88% examples, 605844 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:21,344 : INFO : EPOCH 13 - PROGRESS: at 94.22% examples, 606146 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:22,347 : INFO : EPOCH 13 - PROGRESS: at 94.54% examples, 606403 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:10:23,348 : INFO : EPOCH 13 - PROGRESS: at 94.90% examples, 606629 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:10:24,360 : INFO : EPOCH 13 - PROGRESS: at 95.26% examples, 606821 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:25,363 : INFO : EPOCH 13 - PROGRESS: at 95.60% examples, 607071 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:26,365 : INFO : EPOCH 13 - PROGRESS: at 95.93% examples, 607306 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:27,382 : INFO : EPOCH 13 - PROGRESS: at 96.20% examples, 607747 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:28,389 : INFO : EPOCH 13 - PROGRESS: at 96.58% examples, 607863 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:29,399 : INFO : EPOCH 13 - PROGRESS: at 96.89% examples, 608224 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:30,409 : INFO : EPOCH 13 - PROGRESS: at 97.24% examples, 608508 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:31,409 : INFO : EPOCH 13 - PROGRESS: at 97.60% examples, 608695 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:32,414 : INFO : EPOCH 13 - PROGRESS: at 97.88% examples, 609163 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:33,443 : INFO : EPOCH 13 - PROGRESS: at 98.23% examples, 609348 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:34,450 : INFO : EPOCH 13 - PROGRESS: at 98.53% examples, 609739 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:10:35,463 : INFO : EPOCH 13 - PROGRESS: at 98.85% examples, 610096 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:36,464 : INFO : EPOCH 13 - PROGRESS: at 99.04% examples, 610805 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:37,473 : INFO : EPOCH 13 - PROGRESS: at 99.46% examples, 611118 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:10:38,485 : INFO : EPOCH 13 - PROGRESS: at 99.83% examples, 611200 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:10:38,886 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 16:10:38,905 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 16:10:38,916 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 16:10:38,918 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 16:10:38,919 : INFO : EPOCH - 13 : training on 206654289 raw words (151582933 effective words) took 248.0s, 611263 effective words/s
2020-08-16 16:10:39,925 : INFO : EPOCH 14 - PROGRESS: at 0.53% examples, 480505 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:40,942 : INFO : EPOCH 14 - PROGRESS: at 0.97% examples, 547390 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:41,959 : INFO : EPOCH 14 - PROGRESS: at 1.45% examples, 569951 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:42,964 : INFO : EPOCH 14 - PROGRESS: at 1.93% examples, 571618 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:43,965 : INFO : EPOCH 14 - PROGRESS: at 2.43% examples, 569806 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:44,979 : INFO : EPOCH 14 - PROGRESS: at 2.94% examples, 564676 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:45,986 : INFO : EPOCH 14 - PROGRESS: at 3.42% examples, 563140 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:47,026 : INFO : EPOCH 14 - PROGRESS: at 3.93% examples, 542696 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:48,048 : INFO : EPOCH 14 - PROGRESS: at 4.47% examples, 534747 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:10:49,051 : INFO : EPOCH 14 - PROGRESS: at 4.94% examples, 536971 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:50,059 : INFO : EPOCH 14 - PROGRESS: at 5.42% examples, 539303 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:51,072 : INFO : EPOCH 14 - PROGRESS: at 5.96% examples, 536488 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:52,073 : INFO : EPOCH 14 - PROGRESS: at 6.40% examples, 537794 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:10:53,076 : INFO : EPOCH 14 - PROGRESS: at 6.93% examples, 535546 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:54,082 : INFO : EPOCH 14 - PROGRESS: at 7.32% examples, 543470 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:55,105 : INFO : EPOCH 14 - PROGRESS: at 7.83% examples, 541801 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:56,390 : INFO : EPOCH 14 - PROGRESS: at 8.36% examples, 520122 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:57,405 : INFO : EPOCH 14 - PROGRESS: at 8.97% examples, 497174 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:58,480 : INFO : EPOCH 14 - PROGRESS: at 9.49% examples, 479810 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:10:59,480 : INFO : EPOCH 14 - PROGRESS: at 10.06% examples, 469387 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:00,484 : INFO : EPOCH 14 - PROGRESS: at 10.60% examples, 469486 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:01,492 : INFO : EPOCH 14 - PROGRESS: at 11.16% examples, 469324 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:02,504 : INFO : EPOCH 14 - PROGRESS: at 11.59% examples, 475177 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:03,513 : INFO : EPOCH 14 - PROGRESS: at 12.10% examples, 478656 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:11:04,525 : INFO : EPOCH 14 - PROGRESS: at 12.57% examples, 481690 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:05,527 : INFO : EPOCH 14 - PROGRESS: at 13.08% examples, 482951 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:11:06,531 : INFO : EPOCH 14 - PROGRESS: at 13.58% examples, 485259 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:07,535 : INFO : EPOCH 14 - PROGRESS: at 14.08% examples, 486163 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:08,571 : INFO : EPOCH 14 - PROGRESS: at 14.58% examples, 486261 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:09,572 : INFO : EPOCH 14 - PROGRESS: at 15.10% examples, 485448 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:10,589 : INFO : EPOCH 14 - PROGRESS: at 15.49% examples, 487865 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:11,608 : INFO : EPOCH 14 - PROGRESS: at 15.97% examples, 487305 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:12,632 : INFO : EPOCH 14 - PROGRESS: at 16.46% examples, 486405 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:13,645 : INFO : EPOCH 14 - PROGRESS: at 16.94% examples, 486717 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:11:14,651 : INFO : EPOCH 14 - PROGRESS: at 17.50% examples, 487810 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:15,651 : INFO : EPOCH 14 - PROGRESS: at 18.02% examples, 489429 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:16,669 : INFO : EPOCH 14 - PROGRESS: at 18.62% examples, 488294 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:17,669 : INFO : EPOCH 14 - PROGRESS: at 19.15% examples, 491736 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:18,685 : INFO : EPOCH 14 - PROGRESS: at 19.65% examples, 493364 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:11:19,695 : INFO : EPOCH 14 - PROGRESS: at 20.14% examples, 495577 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:20,701 : INFO : EPOCH 14 - PROGRESS: at 20.69% examples, 495620 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:21,711 : INFO : EPOCH 14 - PROGRESS: at 21.20% examples, 497167 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:22,716 : INFO : EPOCH 14 - PROGRESS: at 21.69% examples, 498220 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:11:23,721 : INFO : EPOCH 14 - PROGRESS: at 22.22% examples, 498395 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:24,746 : INFO : EPOCH 14 - PROGRESS: at 22.72% examples, 498717 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:25,757 : INFO : EPOCH 14 - PROGRESS: at 23.23% examples, 499789 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:26,763 : INFO : EPOCH 14 - PROGRESS: at 23.77% examples, 499187 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:27,780 : INFO : EPOCH 14 - PROGRESS: at 24.33% examples, 498873 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:28,794 : INFO : EPOCH 14 - PROGRESS: at 24.84% examples, 499564 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:29,797 : INFO : EPOCH 14 - PROGRESS: at 25.34% examples, 500331 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:30,804 : INFO : EPOCH 14 - PROGRESS: at 25.85% examples, 501152 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:31,829 : INFO : EPOCH 14 - PROGRESS: at 26.41% examples, 500338 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:32,834 : INFO : EPOCH 14 - PROGRESS: at 26.97% examples, 501039 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:33,839 : INFO : EPOCH 14 - PROGRESS: at 27.48% examples, 502212 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:34,852 : INFO : EPOCH 14 - PROGRESS: at 27.97% examples, 503083 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:35,872 : INFO : EPOCH 14 - PROGRESS: at 28.50% examples, 503108 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:36,886 : INFO : EPOCH 14 - PROGRESS: at 29.03% examples, 502838 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:37,907 : INFO : EPOCH 14 - PROGRESS: at 29.60% examples, 501084 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:38,914 : INFO : EPOCH 14 - PROGRESS: at 30.14% examples, 499995 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:39,924 : INFO : EPOCH 14 - PROGRESS: at 30.64% examples, 500425 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:40,930 : INFO : EPOCH 14 - PROGRESS: at 31.16% examples, 500147 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:11:41,936 : INFO : EPOCH 14 - PROGRESS: at 31.64% examples, 500955 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:42,948 : INFO : EPOCH 14 - PROGRESS: at 32.09% examples, 502126 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:43,960 : INFO : EPOCH 14 - PROGRESS: at 32.56% examples, 503215 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:44,973 : INFO : EPOCH 14 - PROGRESS: at 33.04% examples, 503631 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:45,974 : INFO : EPOCH 14 - PROGRESS: at 33.50% examples, 504950 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:46,984 : INFO : EPOCH 14 - PROGRESS: at 33.90% examples, 506792 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:47,991 : INFO : EPOCH 14 - PROGRESS: at 34.33% examples, 508389 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:11:48,992 : INFO : EPOCH 14 - PROGRESS: at 34.90% examples, 507975 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:50,019 : INFO : EPOCH 14 - PROGRESS: at 35.43% examples, 507400 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:51,020 : INFO : EPOCH 14 - PROGRESS: at 35.87% examples, 509148 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:52,025 : INFO : EPOCH 14 - PROGRESS: at 36.29% examples, 510193 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:53,029 : INFO : EPOCH 14 - PROGRESS: at 36.80% examples, 510859 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:54,031 : INFO : EPOCH 14 - PROGRESS: at 37.32% examples, 509924 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:55,031 : INFO : EPOCH 14 - PROGRESS: at 37.74% examples, 511507 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:56,036 : INFO : EPOCH 14 - PROGRESS: at 38.07% examples, 514157 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:57,050 : INFO : EPOCH 14 - PROGRESS: at 38.53% examples, 514773 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:58,050 : INFO : EPOCH 14 - PROGRESS: at 38.91% examples, 516454 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:11:59,078 : INFO : EPOCH 14 - PROGRESS: at 39.35% examples, 517754 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:00,081 : INFO : EPOCH 14 - PROGRESS: at 39.78% examples, 518810 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:01,112 : INFO : EPOCH 14 - PROGRESS: at 40.14% examples, 520824 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:02,118 : INFO : EPOCH 14 - PROGRESS: at 40.46% examples, 523021 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:03,127 : INFO : EPOCH 14 - PROGRESS: at 40.81% examples, 525022 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:04,133 : INFO : EPOCH 14 - PROGRESS: at 41.15% examples, 526876 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:05,135 : INFO : EPOCH 14 - PROGRESS: at 41.47% examples, 529078 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:06,137 : INFO : EPOCH 14 - PROGRESS: at 41.92% examples, 529715 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:07,146 : INFO : EPOCH 14 - PROGRESS: at 42.36% examples, 530928 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:08,161 : INFO : EPOCH 14 - PROGRESS: at 42.88% examples, 530534 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:12:09,188 : INFO : EPOCH 14 - PROGRESS: at 43.32% examples, 531488 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:12:10,209 : INFO : EPOCH 14 - PROGRESS: at 43.78% examples, 532146 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:11,215 : INFO : EPOCH 14 - PROGRESS: at 44.24% examples, 533127 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:12:13,269 : INFO : EPOCH 14 - PROGRESS: at 45.21% examples, 533811 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:14,278 : INFO : EPOCH 14 - PROGRESS: at 45.73% examples, 534208 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:15,294 : INFO : EPOCH 14 - PROGRESS: at 46.18% examples, 535037 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:16,323 : INFO : EPOCH 14 - PROGRESS: at 46.65% examples, 535590 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:17,329 : INFO : EPOCH 14 - PROGRESS: at 47.16% examples, 535866 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:18,348 : INFO : EPOCH 14 - PROGRESS: at 47.64% examples, 536095 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:19,354 : INFO : EPOCH 14 - PROGRESS: at 48.06% examples, 536972 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:20,377 : INFO : EPOCH 14 - PROGRESS: at 48.56% examples, 537018 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:21,420 : INFO : EPOCH 14 - PROGRESS: at 49.09% examples, 536702 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:22,425 : INFO : EPOCH 14 - PROGRESS: at 49.46% examples, 538239 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:12:23,426 : INFO : EPOCH 14 - PROGRESS: at 49.93% examples, 538547 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:24,438 : INFO : EPOCH 14 - PROGRESS: at 50.44% examples, 538350 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:25,449 : INFO : EPOCH 14 - PROGRESS: at 50.94% examples, 538125 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:26,456 : INFO : EPOCH 14 - PROGRESS: at 51.41% examples, 538380 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:12:27,469 : INFO : EPOCH 14 - PROGRESS: at 51.88% examples, 538660 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:28,500 : INFO : EPOCH 14 - PROGRESS: at 52.37% examples, 538588 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:12:29,502 : INFO : EPOCH 14 - PROGRESS: at 52.87% examples, 538808 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:30,504 : INFO : EPOCH 14 - PROGRESS: at 53.30% examples, 539285 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:12:31,506 : INFO : EPOCH 14 - PROGRESS: at 53.79% examples, 539489 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:32,513 : INFO : EPOCH 14 - PROGRESS: at 54.31% examples, 539187 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:12:33,516 : INFO : EPOCH 14 - PROGRESS: at 54.80% examples, 539201 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:34,517 : INFO : EPOCH 14 - PROGRESS: at 55.29% examples, 538918 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:35,531 : INFO : EPOCH 14 - PROGRESS: at 55.61% examples, 540205 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:12:36,536 : INFO : EPOCH 14 - PROGRESS: at 55.91% examples, 541492 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:37,547 : INFO : EPOCH 14 - PROGRESS: at 56.25% examples, 542601 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:12:38,558 : INFO : EPOCH 14 - PROGRESS: at 56.57% examples, 543785 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:12:40,576 : INFO : EPOCH 14 - PROGRESS: at 57.31% examples, 545258 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:41,578 : INFO : EPOCH 14 - PROGRESS: at 57.67% examples, 546006 words/s, in_qsize 8, out_qsize 0
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2020-08-16 16:12:43,585 : INFO : EPOCH 14 - PROGRESS: at 58.28% examples, 548237 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:44,602 : INFO : EPOCH 14 - PROGRESS: at 58.61% examples, 549157 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:45,624 : INFO : EPOCH 14 - PROGRESS: at 58.96% examples, 550024 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:46,640 : INFO : EPOCH 14 - PROGRESS: at 59.24% examples, 551332 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:12:47,648 : INFO : EPOCH 14 - PROGRESS: at 59.59% examples, 552154 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:12:49,650 : INFO : EPOCH 14 - PROGRESS: at 60.13% examples, 554663 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:50,654 : INFO : EPOCH 14 - PROGRESS: at 60.40% examples, 555985 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:51,657 : INFO : EPOCH 14 - PROGRESS: at 60.67% examples, 557345 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:12:52,663 : INFO : EPOCH 14 - PROGRESS: at 60.94% examples, 558458 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:53,678 : INFO : EPOCH 14 - PROGRESS: at 61.29% examples, 559246 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:54,691 : INFO : EPOCH 14 - PROGRESS: at 61.62% examples, 560083 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:55,692 : INFO : EPOCH 14 - PROGRESS: at 61.95% examples, 560923 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:56,693 : INFO : EPOCH 14 - PROGRESS: at 62.29% examples, 561629 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:12:57,695 : INFO : EPOCH 14 - PROGRESS: at 62.58% examples, 562642 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:12:59,707 : INFO : EPOCH 14 - PROGRESS: at 63.22% examples, 564278 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:13:00,714 : INFO : EPOCH 14 - PROGRESS: at 63.55% examples, 565022 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:13:02,723 : INFO : EPOCH 14 - PROGRESS: at 64.12% examples, 567800 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:13:03,737 : INFO : EPOCH 14 - PROGRESS: at 64.47% examples, 569082 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:13:12,798 : INFO : EPOCH 14 - PROGRESS: at 67.72% examples, 573143 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:13:16,815 : INFO : EPOCH 14 - PROGRESS: at 69.23% examples, 575374 words/s, in_qsize 8, out_qsize 0
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2020-08-16 16:13:21,870 : INFO : EPOCH 14 - PROGRESS: at 71.10% examples, 577407 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:13:24,888 : INFO : EPOCH 14 - PROGRESS: at 72.25% examples, 578511 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:13:26,898 : INFO : EPOCH 14 - PROGRESS: at 73.03% examples, 578946 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:14:09,262 : INFO : EPOCH 14 - PROGRESS: at 87.25% examples, 595913 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:10,263 : INFO : EPOCH 14 - PROGRESS: at 87.60% examples, 596166 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:14:11,273 : INFO : EPOCH 14 - PROGRESS: at 87.90% examples, 596781 words/s, in_qsize 8, out_qsize 1
2020-08-16 16:14:12,273 : INFO : EPOCH 14 - PROGRESS: at 88.24% examples, 597125 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:14:13,281 : INFO : EPOCH 14 - PROGRESS: at 88.55% examples, 597492 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:14,289 : INFO : EPOCH 14 - PROGRESS: at 88.88% examples, 597903 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:15,297 : INFO : EPOCH 14 - PROGRESS: at 89.19% examples, 598373 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:16,306 : INFO : EPOCH 14 - PROGRESS: at 89.56% examples, 598591 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:14:17,326 : INFO : EPOCH 14 - PROGRESS: at 89.91% examples, 598825 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:14:18,335 : INFO : EPOCH 14 - PROGRESS: at 90.25% examples, 599159 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:19,345 : INFO : EPOCH 14 - PROGRESS: at 90.61% examples, 599366 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:20,351 : INFO : EPOCH 14 - PROGRESS: at 90.83% examples, 600145 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:21,362 : INFO : EPOCH 14 - PROGRESS: at 91.10% examples, 600617 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:22,362 : INFO : EPOCH 14 - PROGRESS: at 91.45% examples, 600837 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:14:23,370 : INFO : EPOCH 14 - PROGRESS: at 91.80% examples, 601141 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:24,381 : INFO : EPOCH 14 - PROGRESS: at 92.12% examples, 601451 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:25,384 : INFO : EPOCH 14 - PROGRESS: at 92.50% examples, 601572 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:26,384 : INFO : EPOCH 14 - PROGRESS: at 92.83% examples, 601993 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:27,398 : INFO : EPOCH 14 - PROGRESS: at 93.14% examples, 602279 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:28,401 : INFO : EPOCH 14 - PROGRESS: at 93.51% examples, 602428 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:29,411 : INFO : EPOCH 14 - PROGRESS: at 93.84% examples, 602704 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:30,418 : INFO : EPOCH 14 - PROGRESS: at 94.18% examples, 602934 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:14:31,430 : INFO : EPOCH 14 - PROGRESS: at 94.52% examples, 603256 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:32,439 : INFO : EPOCH 14 - PROGRESS: at 94.87% examples, 603508 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:33,460 : INFO : EPOCH 14 - PROGRESS: at 95.22% examples, 603698 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:14:34,464 : INFO : EPOCH 14 - PROGRESS: at 95.56% examples, 603970 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:35,474 : INFO : EPOCH 14 - PROGRESS: at 95.91% examples, 604249 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:14:36,476 : INFO : EPOCH 14 - PROGRESS: at 96.18% examples, 604684 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:37,482 : INFO : EPOCH 14 - PROGRESS: at 96.55% examples, 604787 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:38,490 : INFO : EPOCH 14 - PROGRESS: at 96.87% examples, 605172 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:39,495 : INFO : EPOCH 14 - PROGRESS: at 97.20% examples, 605420 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:40,498 : INFO : EPOCH 14 - PROGRESS: at 97.56% examples, 605635 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:41,512 : INFO : EPOCH 14 - PROGRESS: at 97.85% examples, 606020 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:42,515 : INFO : EPOCH 14 - PROGRESS: at 98.19% examples, 606356 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:43,531 : INFO : EPOCH 14 - PROGRESS: at 98.50% examples, 606716 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:44,534 : INFO : EPOCH 14 - PROGRESS: at 98.82% examples, 607108 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:45,539 : INFO : EPOCH 14 - PROGRESS: at 99.02% examples, 607806 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:46,548 : INFO : EPOCH 14 - PROGRESS: at 99.43% examples, 608219 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:47,553 : INFO : EPOCH 14 - PROGRESS: at 99.80% examples, 608384 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:48,032 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 16:14:48,054 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 16:14:48,060 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 16:14:48,062 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 16:14:48,063 : INFO : EPOCH - 14 : training on 206654289 raw words (151587127 effective words) took 249.1s, 608445 effective words/s
2020-08-16 16:14:49,074 : INFO : EPOCH 15 - PROGRESS: at 0.53% examples, 478827 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:50,110 : INFO : EPOCH 15 - PROGRESS: at 0.97% examples, 541604 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:14:51,128 : INFO : EPOCH 15 - PROGRESS: at 1.46% examples, 567785 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:52,148 : INFO : EPOCH 15 - PROGRESS: at 1.94% examples, 569338 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:53,154 : INFO : EPOCH 15 - PROGRESS: at 2.44% examples, 566422 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:54,158 : INFO : EPOCH 15 - PROGRESS: at 2.93% examples, 560479 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:55,161 : INFO : EPOCH 15 - PROGRESS: at 3.41% examples, 559007 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:56,222 : INFO : EPOCH 15 - PROGRESS: at 3.93% examples, 539328 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:57,238 : INFO : EPOCH 15 - PROGRESS: at 4.47% examples, 532177 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:14:58,239 : INFO : EPOCH 15 - PROGRESS: at 4.94% examples, 534706 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:14:59,241 : INFO : EPOCH 15 - PROGRESS: at 5.43% examples, 538181 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:00,243 : INFO : EPOCH 15 - PROGRESS: at 5.96% examples, 534016 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:01,258 : INFO : EPOCH 15 - PROGRESS: at 6.40% examples, 535630 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:02,260 : INFO : EPOCH 15 - PROGRESS: at 6.90% examples, 532716 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:03,269 : INFO : EPOCH 15 - PROGRESS: at 7.29% examples, 539975 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:04,283 : INFO : EPOCH 15 - PROGRESS: at 7.80% examples, 538878 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:05,321 : INFO : EPOCH 15 - PROGRESS: at 8.30% examples, 525978 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:06,526 : INFO : EPOCH 15 - PROGRESS: at 8.80% examples, 496220 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:07,546 : INFO : EPOCH 15 - PROGRESS: at 9.44% examples, 481214 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:08,567 : INFO : EPOCH 15 - PROGRESS: at 9.96% examples, 466706 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:09,601 : INFO : EPOCH 15 - PROGRESS: at 10.45% examples, 464777 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:10,605 : INFO : EPOCH 15 - PROGRESS: at 10.97% examples, 462216 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:11,613 : INFO : EPOCH 15 - PROGRESS: at 11.43% examples, 464198 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:12,639 : INFO : EPOCH 15 - PROGRESS: at 11.85% examples, 468000 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:13,655 : INFO : EPOCH 15 - PROGRESS: at 12.26% examples, 470701 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:14,661 : INFO : EPOCH 15 - PROGRESS: at 12.79% examples, 471178 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:15,682 : INFO : EPOCH 15 - PROGRESS: at 13.28% examples, 474252 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:16,689 : INFO : EPOCH 15 - PROGRESS: at 13.78% examples, 476125 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:17,693 : INFO : EPOCH 15 - PROGRESS: at 14.31% examples, 476053 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:18,741 : INFO : EPOCH 15 - PROGRESS: at 14.85% examples, 476560 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:19,743 : INFO : EPOCH 15 - PROGRESS: at 15.36% examples, 478722 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:20,748 : INFO : EPOCH 15 - PROGRESS: at 15.80% examples, 482043 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:21,753 : INFO : EPOCH 15 - PROGRESS: at 16.33% examples, 482661 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:22,764 : INFO : EPOCH 15 - PROGRESS: at 16.86% examples, 483394 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:23,768 : INFO : EPOCH 15 - PROGRESS: at 17.36% examples, 484988 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:24,773 : INFO : EPOCH 15 - PROGRESS: at 17.89% examples, 486465 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:25,780 : INFO : EPOCH 15 - PROGRESS: at 18.46% examples, 485431 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:26,785 : INFO : EPOCH 15 - PROGRESS: at 19.01% examples, 487765 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:27,802 : INFO : EPOCH 15 - PROGRESS: at 19.52% examples, 489564 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:28,820 : INFO : EPOCH 15 - PROGRESS: at 20.02% examples, 491720 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:29,822 : INFO : EPOCH 15 - PROGRESS: at 20.54% examples, 492526 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:30,854 : INFO : EPOCH 15 - PROGRESS: at 21.06% examples, 493622 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:31,858 : INFO : EPOCH 15 - PROGRESS: at 21.55% examples, 495117 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:32,891 : INFO : EPOCH 15 - PROGRESS: at 22.09% examples, 494987 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:33,918 : INFO : EPOCH 15 - PROGRESS: at 22.61% examples, 495750 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:34,920 : INFO : EPOCH 15 - PROGRESS: at 23.11% examples, 496209 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:35,944 : INFO : EPOCH 15 - PROGRESS: at 23.62% examples, 496340 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:36,946 : INFO : EPOCH 15 - PROGRESS: at 24.17% examples, 496246 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:37,947 : INFO : EPOCH 15 - PROGRESS: at 24.74% examples, 495453 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:38,951 : INFO : EPOCH 15 - PROGRESS: at 25.21% examples, 497267 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:39,965 : INFO : EPOCH 15 - PROGRESS: at 25.70% examples, 498012 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:40,972 : INFO : EPOCH 15 - PROGRESS: at 26.25% examples, 497894 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:41,976 : INFO : EPOCH 15 - PROGRESS: at 26.81% examples, 497788 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:42,979 : INFO : EPOCH 15 - PROGRESS: at 27.30% examples, 499042 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:43,992 : INFO : EPOCH 15 - PROGRESS: at 27.82% examples, 500034 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:45,027 : INFO : EPOCH 15 - PROGRESS: at 28.35% examples, 500340 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:46,034 : INFO : EPOCH 15 - PROGRESS: at 28.87% examples, 500649 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:47,053 : INFO : EPOCH 15 - PROGRESS: at 29.42% examples, 498696 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:48,060 : INFO : EPOCH 15 - PROGRESS: at 29.98% examples, 497761 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:15:49,061 : INFO : EPOCH 15 - PROGRESS: at 30.49% examples, 497194 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:50,077 : INFO : EPOCH 15 - PROGRESS: at 31.01% examples, 496941 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:51,090 : INFO : EPOCH 15 - PROGRESS: at 31.51% examples, 497910 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:52,091 : INFO : EPOCH 15 - PROGRESS: at 31.94% examples, 499161 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:53,099 : INFO : EPOCH 15 - PROGRESS: at 32.42% examples, 499955 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:54,109 : INFO : EPOCH 15 - PROGRESS: at 32.88% examples, 501487 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:15:55,111 : INFO : EPOCH 15 - PROGRESS: at 33.35% examples, 502039 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:15:56,124 : INFO : EPOCH 15 - PROGRESS: at 33.76% examples, 503550 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:57,125 : INFO : EPOCH 15 - PROGRESS: at 34.17% examples, 505341 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:58,155 : INFO : EPOCH 15 - PROGRESS: at 34.70% examples, 505277 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:15:59,167 : INFO : EPOCH 15 - PROGRESS: at 35.25% examples, 504910 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:00,171 : INFO : EPOCH 15 - PROGRESS: at 35.73% examples, 505648 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:01,205 : INFO : EPOCH 15 - PROGRESS: at 36.15% examples, 507470 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:02,212 : INFO : EPOCH 15 - PROGRESS: at 36.62% examples, 508242 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:03,213 : INFO : EPOCH 15 - PROGRESS: at 37.15% examples, 507224 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:04,216 : INFO : EPOCH 15 - PROGRESS: at 37.62% examples, 508075 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:05,230 : INFO : EPOCH 15 - PROGRESS: at 37.93% examples, 511053 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:06,242 : INFO : EPOCH 15 - PROGRESS: at 38.39% examples, 512075 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:07,260 : INFO : EPOCH 15 - PROGRESS: at 38.80% examples, 513506 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:16:08,261 : INFO : EPOCH 15 - PROGRESS: at 39.22% examples, 514941 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:09,276 : INFO : EPOCH 15 - PROGRESS: at 39.68% examples, 515756 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:10,280 : INFO : EPOCH 15 - PROGRESS: at 40.03% examples, 517872 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:11,283 : INFO : EPOCH 15 - PROGRESS: at 40.34% examples, 520059 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:12,290 : INFO : EPOCH 15 - PROGRESS: at 40.70% examples, 522013 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:13,298 : INFO : EPOCH 15 - PROGRESS: at 41.04% examples, 524048 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:14,305 : INFO : EPOCH 15 - PROGRESS: at 41.38% examples, 525991 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:15,312 : INFO : EPOCH 15 - PROGRESS: at 41.77% examples, 527255 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:16,321 : INFO : EPOCH 15 - PROGRESS: at 42.20% examples, 528417 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:17,331 : INFO : EPOCH 15 - PROGRESS: at 42.69% examples, 528433 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:18,333 : INFO : EPOCH 15 - PROGRESS: at 43.15% examples, 528749 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:19,355 : INFO : EPOCH 15 - PROGRESS: at 43.59% examples, 529466 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:20,360 : INFO : EPOCH 15 - PROGRESS: at 44.07% examples, 529860 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:21,377 : INFO : EPOCH 15 - PROGRESS: at 44.52% examples, 530748 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:22,378 : INFO : EPOCH 15 - PROGRESS: at 45.00% examples, 531209 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:23,379 : INFO : EPOCH 15 - PROGRESS: at 45.49% examples, 531564 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:24,382 : INFO : EPOCH 15 - PROGRESS: at 45.97% examples, 531910 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:25,394 : INFO : EPOCH 15 - PROGRESS: at 46.42% examples, 532680 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:16:26,397 : INFO : EPOCH 15 - PROGRESS: at 46.87% examples, 533350 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:27,409 : INFO : EPOCH 15 - PROGRESS: at 47.38% examples, 533026 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:28,411 : INFO : EPOCH 15 - PROGRESS: at 47.83% examples, 533489 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:29,414 : INFO : EPOCH 15 - PROGRESS: at 48.25% examples, 534487 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:30,423 : INFO : EPOCH 15 - PROGRESS: at 48.75% examples, 534472 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:31,425 : INFO : EPOCH 15 - PROGRESS: at 49.28% examples, 534281 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:32,447 : INFO : EPOCH 15 - PROGRESS: at 49.64% examples, 535621 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:33,457 : INFO : EPOCH 15 - PROGRESS: at 50.14% examples, 535350 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:34,457 : INFO : EPOCH 15 - PROGRESS: at 50.62% examples, 535787 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:35,473 : INFO : EPOCH 15 - PROGRESS: at 51.12% examples, 535710 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:16:36,483 : INFO : EPOCH 15 - PROGRESS: at 51.58% examples, 535985 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:37,504 : INFO : EPOCH 15 - PROGRESS: at 52.08% examples, 535920 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:38,524 : INFO : EPOCH 15 - PROGRESS: at 52.59% examples, 535846 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:39,528 : INFO : EPOCH 15 - PROGRESS: at 53.01% examples, 536623 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:40,534 : INFO : EPOCH 15 - PROGRESS: at 53.49% examples, 536840 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:41,540 : INFO : EPOCH 15 - PROGRESS: at 53.97% examples, 536588 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:42,549 : INFO : EPOCH 15 - PROGRESS: at 54.49% examples, 536362 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:16:43,579 : INFO : EPOCH 15 - PROGRESS: at 54.96% examples, 536399 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:44,582 : INFO : EPOCH 15 - PROGRESS: at 55.45% examples, 536403 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:45,585 : INFO : EPOCH 15 - PROGRESS: at 55.69% examples, 538086 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:46,606 : INFO : EPOCH 15 - PROGRESS: at 56.03% examples, 539127 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:16:47,613 : INFO : EPOCH 15 - PROGRESS: at 56.37% examples, 540153 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:48,619 : INFO : EPOCH 15 - PROGRESS: at 56.68% examples, 541366 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:49,622 : INFO : EPOCH 15 - PROGRESS: at 57.04% examples, 542246 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:50,631 : INFO : EPOCH 15 - PROGRESS: at 57.43% examples, 542651 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:51,643 : INFO : EPOCH 15 - PROGRESS: at 57.76% examples, 543707 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:52,645 : INFO : EPOCH 15 - PROGRESS: at 58.09% examples, 544713 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:53,665 : INFO : EPOCH 15 - PROGRESS: at 58.38% examples, 546000 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:54,685 : INFO : EPOCH 15 - PROGRESS: at 58.74% examples, 546785 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:55,694 : INFO : EPOCH 15 - PROGRESS: at 59.05% examples, 547895 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:56,707 : INFO : EPOCH 15 - PROGRESS: at 59.33% examples, 549131 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:57,728 : INFO : EPOCH 15 - PROGRESS: at 59.70% examples, 549763 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:58,742 : INFO : EPOCH 15 - PROGRESS: at 59.97% examples, 551092 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:16:59,745 : INFO : EPOCH 15 - PROGRESS: at 60.23% examples, 552501 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:00,754 : INFO : EPOCH 15 - PROGRESS: at 60.49% examples, 553823 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:01,756 : INFO : EPOCH 15 - PROGRESS: at 60.75% examples, 555224 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:02,781 : INFO : EPOCH 15 - PROGRESS: at 61.08% examples, 556062 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:03,794 : INFO : EPOCH 15 - PROGRESS: at 61.41% examples, 556932 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:04,802 : INFO : EPOCH 15 - PROGRESS: at 61.73% examples, 557792 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:17:05,803 : INFO : EPOCH 15 - PROGRESS: at 62.05% examples, 558663 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:06,805 : INFO : EPOCH 15 - PROGRESS: at 62.40% examples, 559425 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:07,812 : INFO : EPOCH 15 - PROGRESS: at 62.69% examples, 560449 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:08,821 : INFO : EPOCH 15 - PROGRESS: at 62.97% examples, 561019 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:09,836 : INFO : EPOCH 15 - PROGRESS: at 63.29% examples, 561354 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:10,842 : INFO : EPOCH 15 - PROGRESS: at 63.60% examples, 561776 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:17:11,855 : INFO : EPOCH 15 - PROGRESS: at 63.89% examples, 562440 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:12,858 : INFO : EPOCH 15 - PROGRESS: at 64.11% examples, 563662 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:13,863 : INFO : EPOCH 15 - PROGRESS: at 64.39% examples, 564014 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:14,869 : INFO : EPOCH 15 - PROGRESS: at 64.77% examples, 564626 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:15,879 : INFO : EPOCH 15 - PROGRESS: at 65.13% examples, 565825 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:16,884 : INFO : EPOCH 15 - PROGRESS: at 65.56% examples, 566354 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:17,902 : INFO : EPOCH 15 - PROGRESS: at 65.92% examples, 566843 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:17:18,903 : INFO : EPOCH 15 - PROGRESS: at 66.28% examples, 567375 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:19,905 : INFO : EPOCH 15 - PROGRESS: at 66.65% examples, 567818 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:20,909 : INFO : EPOCH 15 - PROGRESS: at 67.01% examples, 568267 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:17:21,912 : INFO : EPOCH 15 - PROGRESS: at 67.40% examples, 568713 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:22,930 : INFO : EPOCH 15 - PROGRESS: at 67.71% examples, 569348 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:23,931 : INFO : EPOCH 15 - PROGRESS: at 68.06% examples, 570050 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:24,956 : INFO : EPOCH 15 - PROGRESS: at 68.44% examples, 570379 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:25,964 : INFO : EPOCH 15 - PROGRESS: at 68.80% examples, 570884 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:26,975 : INFO : EPOCH 15 - PROGRESS: at 69.20% examples, 571380 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:27,976 : INFO : EPOCH 15 - PROGRESS: at 69.59% examples, 571867 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:17:28,978 : INFO : EPOCH 15 - PROGRESS: at 69.93% examples, 572217 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:29,979 : INFO : EPOCH 15 - PROGRESS: at 70.30% examples, 572668 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:30,983 : INFO : EPOCH 15 - PROGRESS: at 70.68% examples, 573042 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:17:31,990 : INFO : EPOCH 15 - PROGRESS: at 71.06% examples, 573390 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:33,009 : INFO : EPOCH 15 - PROGRESS: at 71.43% examples, 573913 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:34,020 : INFO : EPOCH 15 - PROGRESS: at 71.81% examples, 574183 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:35,033 : INFO : EPOCH 15 - PROGRESS: at 72.20% examples, 574380 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:36,043 : INFO : EPOCH 15 - PROGRESS: at 72.59% examples, 574693 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:17:37,043 : INFO : EPOCH 15 - PROGRESS: at 72.97% examples, 574856 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:38,063 : INFO : EPOCH 15 - PROGRESS: at 73.34% examples, 575235 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:17:39,067 : INFO : EPOCH 15 - PROGRESS: at 73.74% examples, 575438 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:40,076 : INFO : EPOCH 15 - PROGRESS: at 74.12% examples, 575727 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:41,086 : INFO : EPOCH 15 - PROGRESS: at 74.49% examples, 576049 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:42,096 : INFO : EPOCH 15 - PROGRESS: at 74.82% examples, 576517 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:43,101 : INFO : EPOCH 15 - PROGRESS: at 75.16% examples, 577083 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:44,102 : INFO : EPOCH 15 - PROGRESS: at 75.50% examples, 577659 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:45,113 : INFO : EPOCH 15 - PROGRESS: at 75.83% examples, 578160 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:46,122 : INFO : EPOCH 15 - PROGRESS: at 76.17% examples, 578756 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:47,148 : INFO : EPOCH 15 - PROGRESS: at 76.53% examples, 579042 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:48,150 : INFO : EPOCH 15 - PROGRESS: at 76.92% examples, 579467 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:17:49,158 : INFO : EPOCH 15 - PROGRESS: at 77.28% examples, 579769 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:50,165 : INFO : EPOCH 15 - PROGRESS: at 77.62% examples, 580170 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:51,166 : INFO : EPOCH 15 - PROGRESS: at 77.93% examples, 580779 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:52,171 : INFO : EPOCH 15 - PROGRESS: at 78.24% examples, 581320 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:17:53,175 : INFO : EPOCH 15 - PROGRESS: at 78.58% examples, 581645 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:17:54,181 : INFO : EPOCH 15 - PROGRESS: at 78.90% examples, 582159 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:55,185 : INFO : EPOCH 15 - PROGRESS: at 79.28% examples, 582421 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:17:56,189 : INFO : EPOCH 15 - PROGRESS: at 79.59% examples, 582987 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:57,196 : INFO : EPOCH 15 - PROGRESS: at 79.92% examples, 583493 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:17:58,203 : INFO : EPOCH 15 - PROGRESS: at 80.25% examples, 583853 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:17:59,210 : INFO : EPOCH 15 - PROGRESS: at 80.62% examples, 584159 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:00,236 : INFO : EPOCH 15 - PROGRESS: at 80.94% examples, 584702 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:01,239 : INFO : EPOCH 15 - PROGRESS: at 81.23% examples, 585309 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:18:02,246 : INFO : EPOCH 15 - PROGRESS: at 81.52% examples, 585874 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:03,251 : INFO : EPOCH 15 - PROGRESS: at 81.84% examples, 586220 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:04,254 : INFO : EPOCH 15 - PROGRESS: at 82.19% examples, 586576 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:18:05,255 : INFO : EPOCH 15 - PROGRESS: at 82.51% examples, 587053 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:06,256 : INFO : EPOCH 15 - PROGRESS: at 82.85% examples, 587439 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:07,268 : INFO : EPOCH 15 - PROGRESS: at 83.20% examples, 587755 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:08,281 : INFO : EPOCH 15 - PROGRESS: at 83.55% examples, 588116 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:09,285 : INFO : EPOCH 15 - PROGRESS: at 83.87% examples, 588558 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:10,292 : INFO : EPOCH 15 - PROGRESS: at 84.20% examples, 588955 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:11,298 : INFO : EPOCH 15 - PROGRESS: at 84.47% examples, 589505 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:12,309 : INFO : EPOCH 15 - PROGRESS: at 84.81% examples, 589815 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:13,325 : INFO : EPOCH 15 - PROGRESS: at 85.18% examples, 590162 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:14,332 : INFO : EPOCH 15 - PROGRESS: at 85.53% examples, 590417 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:15,337 : INFO : EPOCH 15 - PROGRESS: at 85.90% examples, 590663 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:16,348 : INFO : EPOCH 15 - PROGRESS: at 86.22% examples, 591078 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:17,357 : INFO : EPOCH 15 - PROGRESS: at 86.55% examples, 591490 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:18,357 : INFO : EPOCH 15 - PROGRESS: at 86.86% examples, 591953 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:19,360 : INFO : EPOCH 15 - PROGRESS: at 87.17% examples, 592346 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:20,379 : INFO : EPOCH 15 - PROGRESS: at 87.51% examples, 592583 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:18:21,398 : INFO : EPOCH 15 - PROGRESS: at 87.83% examples, 593164 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:22,407 : INFO : EPOCH 15 - PROGRESS: at 88.16% examples, 593588 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:23,407 : INFO : EPOCH 15 - PROGRESS: at 88.48% examples, 593976 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:24,409 : INFO : EPOCH 15 - PROGRESS: at 88.78% examples, 594428 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:25,422 : INFO : EPOCH 15 - PROGRESS: at 89.11% examples, 594723 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:26,431 : INFO : EPOCH 15 - PROGRESS: at 89.45% examples, 595134 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:27,437 : INFO : EPOCH 15 - PROGRESS: at 89.81% examples, 595361 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:28,444 : INFO : EPOCH 15 - PROGRESS: at 90.17% examples, 595599 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:29,445 : INFO : EPOCH 15 - PROGRESS: at 90.51% examples, 595835 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:18:30,449 : INFO : EPOCH 15 - PROGRESS: at 90.80% examples, 596332 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:31,455 : INFO : EPOCH 15 - PROGRESS: at 91.00% examples, 597095 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:32,462 : INFO : EPOCH 15 - PROGRESS: at 91.35% examples, 597441 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:33,470 : INFO : EPOCH 15 - PROGRESS: at 91.68% examples, 597646 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:18:34,472 : INFO : EPOCH 15 - PROGRESS: at 92.00% examples, 598010 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:35,497 : INFO : EPOCH 15 - PROGRESS: at 92.39% examples, 598112 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:36,501 : INFO : EPOCH 15 - PROGRESS: at 92.72% examples, 598504 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:37,504 : INFO : EPOCH 15 - PROGRESS: at 93.02% examples, 598875 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:38,507 : INFO : EPOCH 15 - PROGRESS: at 93.40% examples, 599031 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:39,519 : INFO : EPOCH 15 - PROGRESS: at 93.74% examples, 599235 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:18:40,525 : INFO : EPOCH 15 - PROGRESS: at 94.08% examples, 599530 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:18:41,538 : INFO : EPOCH 15 - PROGRESS: at 94.39% examples, 599857 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:42,545 : INFO : EPOCH 15 - PROGRESS: at 94.76% examples, 600035 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:43,547 : INFO : EPOCH 15 - PROGRESS: at 95.11% examples, 600341 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:44,556 : INFO : EPOCH 15 - PROGRESS: at 95.45% examples, 600626 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:45,562 : INFO : EPOCH 15 - PROGRESS: at 95.79% examples, 600854 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:46,588 : INFO : EPOCH 15 - PROGRESS: at 96.15% examples, 601008 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:47,597 : INFO : EPOCH 15 - PROGRESS: at 96.43% examples, 601461 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:18:48,603 : INFO : EPOCH 15 - PROGRESS: at 96.76% examples, 601751 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:49,618 : INFO : EPOCH 15 - PROGRESS: at 97.09% examples, 602071 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:18:50,621 : INFO : EPOCH 15 - PROGRESS: at 97.43% examples, 602298 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:51,629 : INFO : EPOCH 15 - PROGRESS: at 97.77% examples, 602566 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:52,630 : INFO : EPOCH 15 - PROGRESS: at 98.07% examples, 602961 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:18:53,634 : INFO : EPOCH 15 - PROGRESS: at 98.41% examples, 603187 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:54,637 : INFO : EPOCH 15 - PROGRESS: at 98.72% examples, 603512 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:18:55,640 : INFO : EPOCH 15 - PROGRESS: at 98.95% examples, 604118 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:56,650 : INFO : EPOCH 15 - PROGRESS: at 99.22% examples, 604517 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:57,652 : INFO : EPOCH 15 - PROGRESS: at 99.60% examples, 604633 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:18:58,665 : INFO : EPOCH 15 - PROGRESS: at 99.98% examples, 604697 words/s, in_qsize 6, out_qsize 0
2020-08-16 16:18:58,688 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 16:18:58,703 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 16:18:58,711 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 16:18:58,713 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 16:18:58,713 : INFO : EPOCH - 15 : training on 206654289 raw words (151575400 effective words) took 250.6s, 604743 effective words/s
2020-08-16 16:18:59,732 : INFO : EPOCH 16 - PROGRESS: at 0.54% examples, 489155 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:00,733 : INFO : EPOCH 16 - PROGRESS: at 0.97% examples, 548442 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:19:01,739 : INFO : EPOCH 16 - PROGRESS: at 1.45% examples, 572692 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:19:02,765 : INFO : EPOCH 16 - PROGRESS: at 1.94% examples, 573739 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:03,781 : INFO : EPOCH 16 - PROGRESS: at 2.45% examples, 570808 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:04,817 : INFO : EPOCH 16 - PROGRESS: at 2.97% examples, 564155 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:05,818 : INFO : EPOCH 16 - PROGRESS: at 3.44% examples, 563888 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:06,823 : INFO : EPOCH 16 - PROGRESS: at 3.98% examples, 545130 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:07,826 : INFO : EPOCH 16 - PROGRESS: at 4.48% examples, 536455 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:08,839 : INFO : EPOCH 16 - PROGRESS: at 4.92% examples, 534401 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:09,840 : INFO : EPOCH 16 - PROGRESS: at 5.34% examples, 536130 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:10,862 : INFO : EPOCH 16 - PROGRESS: at 5.89% examples, 528754 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:11,903 : INFO : EPOCH 16 - PROGRESS: at 6.32% examples, 531670 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:12,911 : INFO : EPOCH 16 - PROGRESS: at 6.81% examples, 526319 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:13,914 : INFO : EPOCH 16 - PROGRESS: at 7.19% examples, 533755 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:19:14,959 : INFO : EPOCH 16 - PROGRESS: at 7.69% examples, 529484 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:16,069 : INFO : EPOCH 16 - PROGRESS: at 8.13% examples, 521278 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:17,156 : INFO : EPOCH 16 - PROGRESS: at 8.80% examples, 496683 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:18,187 : INFO : EPOCH 16 - PROGRESS: at 9.39% examples, 480893 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:19,206 : INFO : EPOCH 16 - PROGRESS: at 9.98% examples, 467617 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:20,231 : INFO : EPOCH 16 - PROGRESS: at 10.53% examples, 467974 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:21,261 : INFO : EPOCH 16 - PROGRESS: at 11.10% examples, 467541 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:19:22,263 : INFO : EPOCH 16 - PROGRESS: at 11.57% examples, 473784 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:23,273 : INFO : EPOCH 16 - PROGRESS: at 12.06% examples, 477737 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:24,278 : INFO : EPOCH 16 - PROGRESS: at 12.55% examples, 481805 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:25,285 : INFO : EPOCH 16 - PROGRESS: at 13.06% examples, 482504 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:26,285 : INFO : EPOCH 16 - PROGRESS: at 13.56% examples, 485358 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:27,313 : INFO : EPOCH 16 - PROGRESS: at 14.07% examples, 486095 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:28,317 : INFO : EPOCH 16 - PROGRESS: at 14.60% examples, 487689 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:29,321 : INFO : EPOCH 16 - PROGRESS: at 15.15% examples, 487823 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:30,343 : INFO : EPOCH 16 - PROGRESS: at 15.57% examples, 491110 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:31,356 : INFO : EPOCH 16 - PROGRESS: at 16.10% examples, 491153 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:32,356 : INFO : EPOCH 16 - PROGRESS: at 16.67% examples, 491786 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:33,359 : INFO : EPOCH 16 - PROGRESS: at 17.14% examples, 494176 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:34,383 : INFO : EPOCH 16 - PROGRESS: at 17.68% examples, 494612 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:19:35,383 : INFO : EPOCH 16 - PROGRESS: at 18.23% examples, 494925 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:36,396 : INFO : EPOCH 16 - PROGRESS: at 18.82% examples, 495360 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:37,400 : INFO : EPOCH 16 - PROGRESS: at 19.35% examples, 498465 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:19:38,402 : INFO : EPOCH 16 - PROGRESS: at 19.85% examples, 499829 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:39,420 : INFO : EPOCH 16 - PROGRESS: at 20.35% examples, 501375 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:40,427 : INFO : EPOCH 16 - PROGRESS: at 20.90% examples, 501205 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:41,433 : INFO : EPOCH 16 - PROGRESS: at 21.39% examples, 503130 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:42,443 : INFO : EPOCH 16 - PROGRESS: at 21.92% examples, 503310 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:43,450 : INFO : EPOCH 16 - PROGRESS: at 22.45% examples, 503410 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:19:44,466 : INFO : EPOCH 16 - PROGRESS: at 22.95% examples, 504507 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:19:45,485 : INFO : EPOCH 16 - PROGRESS: at 23.45% examples, 504965 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:46,517 : INFO : EPOCH 16 - PROGRESS: at 24.01% examples, 504598 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:47,524 : INFO : EPOCH 16 - PROGRESS: at 24.60% examples, 503863 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:48,540 : INFO : EPOCH 16 - PROGRESS: at 25.09% examples, 504391 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:49,547 : INFO : EPOCH 16 - PROGRESS: at 25.56% examples, 505592 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:19:50,558 : INFO : EPOCH 16 - PROGRESS: at 26.08% examples, 505533 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:19:51,576 : INFO : EPOCH 16 - PROGRESS: at 26.65% examples, 504985 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:19:52,606 : INFO : EPOCH 16 - PROGRESS: at 27.19% examples, 506289 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:53,624 : INFO : EPOCH 16 - PROGRESS: at 27.70% examples, 507244 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:19:54,626 : INFO : EPOCH 16 - PROGRESS: at 28.22% examples, 507546 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:55,627 : INFO : EPOCH 16 - PROGRESS: at 28.73% examples, 507911 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:56,669 : INFO : EPOCH 16 - PROGRESS: at 29.28% examples, 505940 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:19:57,671 : INFO : EPOCH 16 - PROGRESS: at 29.85% examples, 504780 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:58,674 : INFO : EPOCH 16 - PROGRESS: at 30.41% examples, 503874 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:19:59,715 : INFO : EPOCH 16 - PROGRESS: at 30.89% examples, 503788 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:00,734 : INFO : EPOCH 16 - PROGRESS: at 31.44% examples, 504398 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:01,747 : INFO : EPOCH 16 - PROGRESS: at 31.88% examples, 505821 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:02,749 : INFO : EPOCH 16 - PROGRESS: at 32.36% examples, 506777 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:03,756 : INFO : EPOCH 16 - PROGRESS: at 32.83% examples, 508014 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:20:04,765 : INFO : EPOCH 16 - PROGRESS: at 33.31% examples, 508407 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:05,769 : INFO : EPOCH 16 - PROGRESS: at 33.72% examples, 510154 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:06,771 : INFO : EPOCH 16 - PROGRESS: at 34.13% examples, 511917 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:07,773 : INFO : EPOCH 16 - PROGRESS: at 34.64% examples, 512188 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:20:08,806 : INFO : EPOCH 16 - PROGRESS: at 35.20% examples, 511671 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:09,814 : INFO : EPOCH 16 - PROGRESS: at 35.69% examples, 512256 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:10,815 : INFO : EPOCH 16 - PROGRESS: at 36.10% examples, 514221 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:11,835 : INFO : EPOCH 16 - PROGRESS: at 36.58% examples, 514809 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:12,845 : INFO : EPOCH 16 - PROGRESS: at 37.12% examples, 513817 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:13,855 : INFO : EPOCH 16 - PROGRESS: at 37.60% examples, 514626 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:14,869 : INFO : EPOCH 16 - PROGRESS: at 37.91% examples, 517493 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:15,880 : INFO : EPOCH 16 - PROGRESS: at 38.37% examples, 518444 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:20:16,900 : INFO : EPOCH 16 - PROGRESS: at 38.79% examples, 519812 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:17,915 : INFO : EPOCH 16 - PROGRESS: at 39.21% examples, 521352 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:18,917 : INFO : EPOCH 16 - PROGRESS: at 39.67% examples, 522005 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:19,931 : INFO : EPOCH 16 - PROGRESS: at 40.02% examples, 524182 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:20,935 : INFO : EPOCH 16 - PROGRESS: at 40.34% examples, 526493 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:21,951 : INFO : EPOCH 16 - PROGRESS: at 40.70% examples, 528339 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:22,952 : INFO : EPOCH 16 - PROGRESS: at 41.05% examples, 530373 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:23,960 : INFO : EPOCH 16 - PROGRESS: at 41.39% examples, 532347 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:24,980 : INFO : EPOCH 16 - PROGRESS: at 41.79% examples, 533547 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:25,981 : INFO : EPOCH 16 - PROGRESS: at 42.22% examples, 534887 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:27,004 : INFO : EPOCH 16 - PROGRESS: at 42.71% examples, 534665 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:20:28,009 : INFO : EPOCH 16 - PROGRESS: at 43.19% examples, 535221 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:29,010 : INFO : EPOCH 16 - PROGRESS: at 43.62% examples, 535896 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:20:30,017 : INFO : EPOCH 16 - PROGRESS: at 44.12% examples, 536344 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:31,023 : INFO : EPOCH 16 - PROGRESS: at 44.56% examples, 537033 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:32,025 : INFO : EPOCH 16 - PROGRESS: at 45.04% examples, 537503 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:33,031 : INFO : EPOCH 16 - PROGRESS: at 45.54% examples, 537764 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:20:34,032 : INFO : EPOCH 16 - PROGRESS: at 46.01% examples, 538335 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:20:35,033 : INFO : EPOCH 16 - PROGRESS: at 46.47% examples, 538951 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:36,047 : INFO : EPOCH 16 - PROGRESS: at 46.92% examples, 539375 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:37,049 : INFO : EPOCH 16 - PROGRESS: at 47.45% examples, 539523 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:38,052 : INFO : EPOCH 16 - PROGRESS: at 47.90% examples, 540201 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:39,060 : INFO : EPOCH 16 - PROGRESS: at 48.35% examples, 540673 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:40,094 : INFO : EPOCH 16 - PROGRESS: at 48.85% examples, 540828 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:41,098 : INFO : EPOCH 16 - PROGRESS: at 49.35% examples, 541124 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:42,099 : INFO : EPOCH 16 - PROGRESS: at 49.75% examples, 541957 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:43,100 : INFO : EPOCH 16 - PROGRESS: at 50.24% examples, 541693 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:44,107 : INFO : EPOCH 16 - PROGRESS: at 50.73% examples, 541880 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:20:45,110 : INFO : EPOCH 16 - PROGRESS: at 51.22% examples, 542100 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:46,124 : INFO : EPOCH 16 - PROGRESS: at 51.69% examples, 542121 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:20:47,131 : INFO : EPOCH 16 - PROGRESS: at 52.20% examples, 542295 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:48,147 : INFO : EPOCH 16 - PROGRESS: at 52.69% examples, 542184 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:49,156 : INFO : EPOCH 16 - PROGRESS: at 53.13% examples, 542673 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:50,161 : INFO : EPOCH 16 - PROGRESS: at 53.60% examples, 543246 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:20:51,161 : INFO : EPOCH 16 - PROGRESS: at 54.11% examples, 542840 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:52,168 : INFO : EPOCH 16 - PROGRESS: at 54.62% examples, 542703 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:53,182 : INFO : EPOCH 16 - PROGRESS: at 55.10% examples, 542625 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:54,183 : INFO : EPOCH 16 - PROGRESS: at 55.51% examples, 543124 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:55,193 : INFO : EPOCH 16 - PROGRESS: at 55.77% examples, 544756 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:56,209 : INFO : EPOCH 16 - PROGRESS: at 56.11% examples, 545775 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:57,229 : INFO : EPOCH 16 - PROGRESS: at 56.46% examples, 546709 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:20:58,259 : INFO : EPOCH 16 - PROGRESS: at 56.81% examples, 547727 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:20:59,263 : INFO : EPOCH 16 - PROGRESS: at 57.17% examples, 548583 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:00,271 : INFO : EPOCH 16 - PROGRESS: at 57.57% examples, 549051 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:01,274 : INFO : EPOCH 16 - PROGRESS: at 57.89% examples, 550115 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:02,275 : INFO : EPOCH 16 - PROGRESS: at 58.18% examples, 551300 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:03,283 : INFO : EPOCH 16 - PROGRESS: at 58.50% examples, 552289 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:04,285 : INFO : EPOCH 16 - PROGRESS: at 58.86% examples, 553152 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:21:05,287 : INFO : EPOCH 16 - PROGRESS: at 59.12% examples, 554398 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:06,287 : INFO : EPOCH 16 - PROGRESS: at 59.44% examples, 555373 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:07,296 : INFO : EPOCH 16 - PROGRESS: at 59.78% examples, 556257 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:08,305 : INFO : EPOCH 16 - PROGRESS: at 60.04% examples, 557361 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:09,317 : INFO : EPOCH 16 - PROGRESS: at 60.29% examples, 558413 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:10,318 : INFO : EPOCH 16 - PROGRESS: at 60.54% examples, 559404 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:11,325 : INFO : EPOCH 16 - PROGRESS: at 60.78% examples, 560381 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:12,341 : INFO : EPOCH 16 - PROGRESS: at 61.09% examples, 560814 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:13,349 : INFO : EPOCH 16 - PROGRESS: at 61.37% examples, 560974 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:14,362 : INFO : EPOCH 16 - PROGRESS: at 61.67% examples, 561236 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:15,362 : INFO : EPOCH 16 - PROGRESS: at 62.01% examples, 562436 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:16,370 : INFO : EPOCH 16 - PROGRESS: at 62.39% examples, 563733 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:17,373 : INFO : EPOCH 16 - PROGRESS: at 62.72% examples, 565224 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:18,376 : INFO : EPOCH 16 - PROGRESS: at 63.08% examples, 566691 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:19,384 : INFO : EPOCH 16 - PROGRESS: at 63.44% examples, 567848 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:21:20,390 : INFO : EPOCH 16 - PROGRESS: at 63.81% examples, 569066 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:21,412 : INFO : EPOCH 16 - PROGRESS: at 64.06% examples, 571371 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:22,423 : INFO : EPOCH 16 - PROGRESS: at 64.42% examples, 572679 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:23,429 : INFO : EPOCH 16 - PROGRESS: at 64.84% examples, 573661 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:24,452 : INFO : EPOCH 16 - PROGRESS: at 65.21% examples, 574883 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:25,452 : INFO : EPOCH 16 - PROGRESS: at 65.64% examples, 575400 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:26,457 : INFO : EPOCH 16 - PROGRESS: at 66.00% examples, 575867 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:27,460 : INFO : EPOCH 16 - PROGRESS: at 66.36% examples, 576347 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:28,461 : INFO : EPOCH 16 - PROGRESS: at 66.73% examples, 576771 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:29,465 : INFO : EPOCH 16 - PROGRESS: at 67.11% examples, 577161 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:30,478 : INFO : EPOCH 16 - PROGRESS: at 67.47% examples, 577651 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:31,503 : INFO : EPOCH 16 - PROGRESS: at 67.80% examples, 578260 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:32,505 : INFO : EPOCH 16 - PROGRESS: at 68.16% examples, 578908 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:21:33,513 : INFO : EPOCH 16 - PROGRESS: at 68.54% examples, 579197 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:34,539 : INFO : EPOCH 16 - PROGRESS: at 68.90% examples, 579598 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:35,540 : INFO : EPOCH 16 - PROGRESS: at 69.33% examples, 580139 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:36,560 : INFO : EPOCH 16 - PROGRESS: at 69.68% examples, 580573 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:21:37,570 : INFO : EPOCH 16 - PROGRESS: at 70.06% examples, 580955 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:38,588 : INFO : EPOCH 16 - PROGRESS: at 70.44% examples, 581295 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:39,604 : INFO : EPOCH 16 - PROGRESS: at 70.81% examples, 581696 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:40,610 : INFO : EPOCH 16 - PROGRESS: at 71.21% examples, 582103 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:21:41,612 : INFO : EPOCH 16 - PROGRESS: at 71.55% examples, 582533 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:42,619 : INFO : EPOCH 16 - PROGRESS: at 71.95% examples, 582726 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:21:43,622 : INFO : EPOCH 16 - PROGRESS: at 72.33% examples, 583001 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:44,624 : INFO : EPOCH 16 - PROGRESS: at 72.72% examples, 583108 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:45,634 : INFO : EPOCH 16 - PROGRESS: at 73.11% examples, 583380 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:46,645 : INFO : EPOCH 16 - PROGRESS: at 73.48% examples, 583751 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:47,661 : INFO : EPOCH 16 - PROGRESS: at 73.88% examples, 583888 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:21:48,667 : INFO : EPOCH 16 - PROGRESS: at 74.26% examples, 584154 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:49,669 : INFO : EPOCH 16 - PROGRESS: at 74.61% examples, 584475 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:50,677 : INFO : EPOCH 16 - PROGRESS: at 74.94% examples, 584949 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:51,679 : INFO : EPOCH 16 - PROGRESS: at 75.29% examples, 585406 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:52,680 : INFO : EPOCH 16 - PROGRESS: at 75.60% examples, 586026 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:53,681 : INFO : EPOCH 16 - PROGRESS: at 75.96% examples, 586522 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:54,694 : INFO : EPOCH 16 - PROGRESS: at 76.30% examples, 586895 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:55,695 : INFO : EPOCH 16 - PROGRESS: at 76.67% examples, 587237 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:21:56,698 : INFO : EPOCH 16 - PROGRESS: at 77.06% examples, 587556 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:57,720 : INFO : EPOCH 16 - PROGRESS: at 77.40% examples, 588028 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:58,726 : INFO : EPOCH 16 - PROGRESS: at 77.75% examples, 588530 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:21:59,726 : INFO : EPOCH 16 - PROGRESS: at 78.05% examples, 589085 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:00,728 : INFO : EPOCH 16 - PROGRESS: at 78.38% examples, 589479 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:22:01,755 : INFO : EPOCH 16 - PROGRESS: at 78.74% examples, 589847 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:02,760 : INFO : EPOCH 16 - PROGRESS: at 79.09% examples, 590340 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:03,768 : INFO : EPOCH 16 - PROGRESS: at 79.41% examples, 590838 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:04,769 : INFO : EPOCH 16 - PROGRESS: at 79.74% examples, 591231 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:05,773 : INFO : EPOCH 16 - PROGRESS: at 80.05% examples, 591748 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:06,778 : INFO : EPOCH 16 - PROGRESS: at 80.44% examples, 591875 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:07,782 : INFO : EPOCH 16 - PROGRESS: at 80.78% examples, 592353 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:08,792 : INFO : EPOCH 16 - PROGRESS: at 81.07% examples, 592973 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:09,803 : INFO : EPOCH 16 - PROGRESS: at 81.38% examples, 593476 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:10,804 : INFO : EPOCH 16 - PROGRESS: at 81.66% examples, 594074 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:11,806 : INFO : EPOCH 16 - PROGRESS: at 82.00% examples, 594392 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:12,819 : INFO : EPOCH 16 - PROGRESS: at 82.34% examples, 594746 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:13,827 : INFO : EPOCH 16 - PROGRESS: at 82.68% examples, 595168 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:14,838 : INFO : EPOCH 16 - PROGRESS: at 83.02% examples, 595495 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:15,840 : INFO : EPOCH 16 - PROGRESS: at 83.36% examples, 595881 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:16,843 : INFO : EPOCH 16 - PROGRESS: at 83.73% examples, 596070 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:17,851 : INFO : EPOCH 16 - PROGRESS: at 84.03% examples, 596613 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:22:18,863 : INFO : EPOCH 16 - PROGRESS: at 84.37% examples, 596897 words/s, in_qsize 7, out_qsize 1
2020-08-16 16:22:19,865 : INFO : EPOCH 16 - PROGRESS: at 84.66% examples, 597417 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:20,867 : INFO : EPOCH 16 - PROGRESS: at 85.01% examples, 597712 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:21,877 : INFO : EPOCH 16 - PROGRESS: at 85.36% examples, 598049 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:22,885 : INFO : EPOCH 16 - PROGRESS: at 85.74% examples, 598256 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:23,886 : INFO : EPOCH 16 - PROGRESS: at 86.08% examples, 598585 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:24,893 : INFO : EPOCH 16 - PROGRESS: at 86.41% examples, 598914 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:25,905 : INFO : EPOCH 16 - PROGRESS: at 86.72% examples, 599444 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:22:26,921 : INFO : EPOCH 16 - PROGRESS: at 87.05% examples, 599778 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:27,929 : INFO : EPOCH 16 - PROGRESS: at 87.35% examples, 600241 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:28,936 : INFO : EPOCH 16 - PROGRESS: at 87.72% examples, 600438 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:29,937 : INFO : EPOCH 16 - PROGRESS: at 88.00% examples, 601102 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:30,938 : INFO : EPOCH 16 - PROGRESS: at 88.34% examples, 601334 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:31,941 : INFO : EPOCH 16 - PROGRESS: at 88.65% examples, 601829 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:32,943 : INFO : EPOCH 16 - PROGRESS: at 88.98% examples, 602157 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:33,943 : INFO : EPOCH 16 - PROGRESS: at 89.30% examples, 602522 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:22:34,968 : INFO : EPOCH 16 - PROGRESS: at 89.68% examples, 602647 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:22:35,968 : INFO : EPOCH 16 - PROGRESS: at 90.03% examples, 602987 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:22:36,970 : INFO : EPOCH 16 - PROGRESS: at 90.36% examples, 603212 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:37,991 : INFO : EPOCH 16 - PROGRESS: at 90.71% examples, 603422 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:38,992 : INFO : EPOCH 16 - PROGRESS: at 90.87% examples, 604402 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:40,002 : INFO : EPOCH 16 - PROGRESS: at 91.22% examples, 604634 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:41,010 : INFO : EPOCH 16 - PROGRESS: at 91.57% examples, 604901 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:42,025 : INFO : EPOCH 16 - PROGRESS: at 91.90% examples, 605204 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:43,025 : INFO : EPOCH 16 - PROGRESS: at 92.25% examples, 605448 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:22:44,037 : INFO : EPOCH 16 - PROGRESS: at 92.62% examples, 605647 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:45,039 : INFO : EPOCH 16 - PROGRESS: at 92.91% examples, 606164 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:46,053 : INFO : EPOCH 16 - PROGRESS: at 93.26% examples, 606359 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:47,069 : INFO : EPOCH 16 - PROGRESS: at 93.64% examples, 606455 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:48,082 : INFO : EPOCH 16 - PROGRESS: at 93.98% examples, 606769 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:22:49,094 : INFO : EPOCH 16 - PROGRESS: at 94.29% examples, 607154 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:50,101 : INFO : EPOCH 16 - PROGRESS: at 94.66% examples, 607310 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:22:51,106 : INFO : EPOCH 16 - PROGRESS: at 95.01% examples, 607512 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:52,109 : INFO : EPOCH 16 - PROGRESS: at 95.35% examples, 607796 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:53,120 : INFO : EPOCH 16 - PROGRESS: at 95.70% examples, 608065 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:54,144 : INFO : EPOCH 16 - PROGRESS: at 96.05% examples, 608220 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:22:55,146 : INFO : EPOCH 16 - PROGRESS: at 96.33% examples, 608670 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:22:56,165 : INFO : EPOCH 16 - PROGRESS: at 96.70% examples, 608859 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:57,178 : INFO : EPOCH 16 - PROGRESS: at 97.01% examples, 609236 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:58,184 : INFO : EPOCH 16 - PROGRESS: at 97.36% examples, 609440 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:22:59,189 : INFO : EPOCH 16 - PROGRESS: at 97.70% examples, 609707 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:00,202 : INFO : EPOCH 16 - PROGRESS: at 98.00% examples, 610075 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:01,212 : INFO : EPOCH 16 - PROGRESS: at 98.36% examples, 610262 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:02,232 : INFO : EPOCH 16 - PROGRESS: at 98.66% examples, 610646 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:03,234 : INFO : EPOCH 16 - PROGRESS: at 98.93% examples, 611122 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:04,258 : INFO : EPOCH 16 - PROGRESS: at 99.17% examples, 611628 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:05,259 : INFO : EPOCH 16 - PROGRESS: at 99.55% examples, 611749 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:06,261 : INFO : EPOCH 16 - PROGRESS: at 99.92% examples, 611839 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:06,416 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 16:23:06,438 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 16:23:06,447 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 16:23:06,448 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 16:23:06,450 : INFO : EPOCH - 16 : training on 206654289 raw words (151581701 effective words) took 247.7s, 611880 effective words/s
2020-08-16 16:23:07,456 : INFO : EPOCH 17 - PROGRESS: at 0.53% examples, 487383 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:23:08,458 : INFO : EPOCH 17 - PROGRESS: at 0.95% examples, 537585 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:09,462 : INFO : EPOCH 17 - PROGRESS: at 1.40% examples, 545389 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:10,463 : INFO : EPOCH 17 - PROGRESS: at 1.87% examples, 551147 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:23:11,472 : INFO : EPOCH 17 - PROGRESS: at 2.32% examples, 554431 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:12,477 : INFO : EPOCH 17 - PROGRESS: at 2.84% examples, 546987 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:13,480 : INFO : EPOCH 17 - PROGRESS: at 3.31% examples, 541835 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:14,496 : INFO : EPOCH 17 - PROGRESS: at 3.76% examples, 537202 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:15,499 : INFO : EPOCH 17 - PROGRESS: at 4.32% examples, 516700 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:16,507 : INFO : EPOCH 17 - PROGRESS: at 4.76% examples, 517260 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:17,508 : INFO : EPOCH 17 - PROGRESS: at 5.17% examples, 522006 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:18,532 : INFO : EPOCH 17 - PROGRESS: at 5.72% examples, 516966 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:19,546 : INFO : EPOCH 17 - PROGRESS: at 6.18% examples, 524578 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:20,549 : INFO : EPOCH 17 - PROGRESS: at 6.74% examples, 520137 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:21,551 : INFO : EPOCH 17 - PROGRESS: at 7.14% examples, 530650 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:22,554 : INFO : EPOCH 17 - PROGRESS: at 7.63% examples, 530924 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:23,822 : INFO : EPOCH 17 - PROGRESS: at 8.13% examples, 520813 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:25,147 : INFO : EPOCH 17 - PROGRESS: at 8.80% examples, 489949 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:26,179 : INFO : EPOCH 17 - PROGRESS: at 9.44% examples, 475188 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:27,181 : INFO : EPOCH 17 - PROGRESS: at 10.01% examples, 463012 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:23:28,188 : INFO : EPOCH 17 - PROGRESS: at 10.54% examples, 463597 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:29,213 : INFO : EPOCH 17 - PROGRESS: at 11.10% examples, 463134 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:30,214 : INFO : EPOCH 17 - PROGRESS: at 11.57% examples, 469239 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:31,225 : INFO : EPOCH 17 - PROGRESS: at 12.06% examples, 473600 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:32,232 : INFO : EPOCH 17 - PROGRESS: at 12.55% examples, 477775 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:33,241 : INFO : EPOCH 17 - PROGRESS: at 13.07% examples, 478572 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:34,266 : INFO : EPOCH 17 - PROGRESS: at 13.57% examples, 481369 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:35,285 : INFO : EPOCH 17 - PROGRESS: at 14.09% examples, 482402 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:36,299 : INFO : EPOCH 17 - PROGRESS: at 14.61% examples, 483929 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:23:37,322 : INFO : EPOCH 17 - PROGRESS: at 15.16% examples, 484343 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:23:38,334 : INFO : EPOCH 17 - PROGRESS: at 15.61% examples, 488128 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:39,337 : INFO : EPOCH 17 - PROGRESS: at 16.14% examples, 488589 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:40,340 : INFO : EPOCH 17 - PROGRESS: at 16.69% examples, 488869 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:41,349 : INFO : EPOCH 17 - PROGRESS: at 17.17% examples, 491622 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:23:42,366 : INFO : EPOCH 17 - PROGRESS: at 17.72% examples, 492638 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:43,371 : INFO : EPOCH 17 - PROGRESS: at 18.30% examples, 492538 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:44,381 : INFO : EPOCH 17 - PROGRESS: at 18.87% examples, 493571 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:45,382 : INFO : EPOCH 17 - PROGRESS: at 19.39% examples, 496374 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:23:46,396 : INFO : EPOCH 17 - PROGRESS: at 19.90% examples, 497927 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:47,417 : INFO : EPOCH 17 - PROGRESS: at 20.41% examples, 499526 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:23:48,425 : INFO : EPOCH 17 - PROGRESS: at 20.96% examples, 499834 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:49,458 : INFO : EPOCH 17 - PROGRESS: at 21.45% examples, 501612 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:50,462 : INFO : EPOCH 17 - PROGRESS: at 22.00% examples, 501863 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:51,466 : INFO : EPOCH 17 - PROGRESS: at 22.51% examples, 502119 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:23:52,486 : INFO : EPOCH 17 - PROGRESS: at 23.03% examples, 503175 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:23:53,489 : INFO : EPOCH 17 - PROGRESS: at 23.52% examples, 503825 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:54,502 : INFO : EPOCH 17 - PROGRESS: at 24.09% examples, 503549 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:55,522 : INFO : EPOCH 17 - PROGRESS: at 24.68% examples, 502496 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:56,527 : INFO : EPOCH 17 - PROGRESS: at 25.16% examples, 504157 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:23:57,532 : INFO : EPOCH 17 - PROGRESS: at 25.65% examples, 505065 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:58,548 : INFO : EPOCH 17 - PROGRESS: at 26.18% examples, 504882 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:23:59,552 : INFO : EPOCH 17 - PROGRESS: at 26.76% examples, 504412 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:00,555 : INFO : EPOCH 17 - PROGRESS: at 27.26% examples, 505757 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:01,562 : INFO : EPOCH 17 - PROGRESS: at 27.78% examples, 506709 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:02,575 : INFO : EPOCH 17 - PROGRESS: at 28.31% examples, 507133 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:03,582 : INFO : EPOCH 17 - PROGRESS: at 28.82% examples, 507293 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:04,593 : INFO : EPOCH 17 - PROGRESS: at 29.37% examples, 505352 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:05,597 : INFO : EPOCH 17 - PROGRESS: at 29.94% examples, 504452 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:24:06,600 : INFO : EPOCH 17 - PROGRESS: at 30.47% examples, 503751 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:07,607 : INFO : EPOCH 17 - PROGRESS: at 30.98% examples, 503458 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:24:08,612 : INFO : EPOCH 17 - PROGRESS: at 31.49% examples, 504421 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:09,612 : INFO : EPOCH 17 - PROGRESS: at 31.93% examples, 505726 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:24:10,623 : INFO : EPOCH 17 - PROGRESS: at 32.40% examples, 506501 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:11,635 : INFO : EPOCH 17 - PROGRESS: at 32.87% examples, 507990 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:24:12,638 : INFO : EPOCH 17 - PROGRESS: at 33.34% examples, 508544 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:13,662 : INFO : EPOCH 17 - PROGRESS: at 33.77% examples, 510072 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:14,662 : INFO : EPOCH 17 - PROGRESS: at 34.18% examples, 511905 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:15,666 : INFO : EPOCH 17 - PROGRESS: at 34.71% examples, 511840 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:16,668 : INFO : EPOCH 17 - PROGRESS: at 35.25% examples, 511328 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:24:17,669 : INFO : EPOCH 17 - PROGRESS: at 35.73% examples, 512006 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:18,678 : INFO : EPOCH 17 - PROGRESS: at 36.14% examples, 513844 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:24:19,681 : INFO : EPOCH 17 - PROGRESS: at 36.62% examples, 514552 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:20,708 : INFO : EPOCH 17 - PROGRESS: at 37.14% examples, 513272 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:24:21,709 : INFO : EPOCH 17 - PROGRESS: at 37.63% examples, 514348 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:22,711 : INFO : EPOCH 17 - PROGRESS: at 37.93% examples, 517158 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:23,726 : INFO : EPOCH 17 - PROGRESS: at 38.39% examples, 518083 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:24,738 : INFO : EPOCH 17 - PROGRESS: at 38.80% examples, 519502 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:25,745 : INFO : EPOCH 17 - PROGRESS: at 39.23% examples, 521113 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:26,746 : INFO : EPOCH 17 - PROGRESS: at 39.68% examples, 521748 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:27,762 : INFO : EPOCH 17 - PROGRESS: at 40.04% examples, 524018 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:28,779 : INFO : EPOCH 17 - PROGRESS: at 40.36% examples, 526329 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:29,800 : INFO : EPOCH 17 - PROGRESS: at 40.73% examples, 528205 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:30,803 : INFO : EPOCH 17 - PROGRESS: at 41.07% examples, 530287 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:31,812 : INFO : EPOCH 17 - PROGRESS: at 41.41% examples, 532260 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:32,819 : INFO : EPOCH 17 - PROGRESS: at 41.81% examples, 533236 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:33,824 : INFO : EPOCH 17 - PROGRESS: at 42.24% examples, 534565 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:34,853 : INFO : EPOCH 17 - PROGRESS: at 42.74% examples, 534290 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:24:35,865 : INFO : EPOCH 17 - PROGRESS: at 43.21% examples, 534814 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:36,866 : INFO : EPOCH 17 - PROGRESS: at 43.65% examples, 535569 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:37,870 : INFO : EPOCH 17 - PROGRESS: at 44.15% examples, 536243 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:38,884 : INFO : EPOCH 17 - PROGRESS: at 44.62% examples, 536690 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:39,888 : INFO : EPOCH 17 - PROGRESS: at 45.09% examples, 537378 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:24:40,892 : INFO : EPOCH 17 - PROGRESS: at 45.59% examples, 537713 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:41,895 : INFO : EPOCH 17 - PROGRESS: at 46.04% examples, 538262 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:42,897 : INFO : EPOCH 17 - PROGRESS: at 46.51% examples, 538802 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:43,901 : INFO : EPOCH 17 - PROGRESS: at 47.01% examples, 539229 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:24:44,923 : INFO : EPOCH 17 - PROGRESS: at 47.49% examples, 539430 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:45,943 : INFO : EPOCH 17 - PROGRESS: at 47.94% examples, 540247 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:24:46,952 : INFO : EPOCH 17 - PROGRESS: at 48.42% examples, 540573 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:47,956 : INFO : EPOCH 17 - PROGRESS: at 48.91% examples, 540748 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:48,968 : INFO : EPOCH 17 - PROGRESS: at 49.38% examples, 541450 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:49,981 : INFO : EPOCH 17 - PROGRESS: at 49.82% examples, 542075 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:50,992 : INFO : EPOCH 17 - PROGRESS: at 50.33% examples, 541769 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:52,004 : INFO : EPOCH 17 - PROGRESS: at 50.84% examples, 541874 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:53,005 : INFO : EPOCH 17 - PROGRESS: at 51.30% examples, 542136 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:54,006 : INFO : EPOCH 17 - PROGRESS: at 51.78% examples, 542166 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:55,023 : INFO : EPOCH 17 - PROGRESS: at 52.25% examples, 542475 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:56,027 : INFO : EPOCH 17 - PROGRESS: at 52.77% examples, 542245 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:57,046 : INFO : EPOCH 17 - PROGRESS: at 53.20% examples, 542883 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:24:58,056 : INFO : EPOCH 17 - PROGRESS: at 53.68% examples, 543167 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:24:59,063 : INFO : EPOCH 17 - PROGRESS: at 54.21% examples, 542771 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:25:00,088 : INFO : EPOCH 17 - PROGRESS: at 54.70% examples, 542827 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:01,091 : INFO : EPOCH 17 - PROGRESS: at 55.21% examples, 542709 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:02,100 : INFO : EPOCH 17 - PROGRESS: at 55.55% examples, 543543 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:03,109 : INFO : EPOCH 17 - PROGRESS: at 55.83% examples, 545067 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:04,122 : INFO : EPOCH 17 - PROGRESS: at 56.19% examples, 546028 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:05,125 : INFO : EPOCH 17 - PROGRESS: at 56.52% examples, 547137 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:06,130 : INFO : EPOCH 17 - PROGRESS: at 56.86% examples, 548229 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:07,146 : INFO : EPOCH 17 - PROGRESS: at 57.25% examples, 548854 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:08,152 : INFO : EPOCH 17 - PROGRESS: at 57.62% examples, 549339 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:09,154 : INFO : EPOCH 17 - PROGRESS: at 57.93% examples, 550067 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:10,165 : INFO : EPOCH 17 - PROGRESS: at 58.21% examples, 551176 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:11,185 : INFO : EPOCH 17 - PROGRESS: at 58.53% examples, 551984 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:12,186 : INFO : EPOCH 17 - PROGRESS: at 58.87% examples, 552676 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:13,194 : INFO : EPOCH 17 - PROGRESS: at 59.13% examples, 553857 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:14,196 : INFO : EPOCH 17 - PROGRESS: at 59.45% examples, 554712 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:15,196 : INFO : EPOCH 17 - PROGRESS: at 59.77% examples, 555355 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:16,212 : INFO : EPOCH 17 - PROGRESS: at 60.04% examples, 556604 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:17,214 : INFO : EPOCH 17 - PROGRESS: at 60.29% examples, 557763 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:18,231 : INFO : EPOCH 17 - PROGRESS: at 60.54% examples, 558803 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:19,234 : INFO : EPOCH 17 - PROGRESS: at 60.77% examples, 559313 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:20,241 : INFO : EPOCH 17 - PROGRESS: at 61.08% examples, 559937 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:21,249 : INFO : EPOCH 17 - PROGRESS: at 61.43% examples, 561267 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:22,259 : INFO : EPOCH 17 - PROGRESS: at 61.79% examples, 562626 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:23,264 : INFO : EPOCH 17 - PROGRESS: at 62.17% examples, 563949 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:24,270 : INFO : EPOCH 17 - PROGRESS: at 62.52% examples, 565315 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:25,279 : INFO : EPOCH 17 - PROGRESS: at 62.87% examples, 566596 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:26,306 : INFO : EPOCH 17 - PROGRESS: at 63.22% examples, 567992 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:25:27,315 : INFO : EPOCH 17 - PROGRESS: at 63.59% examples, 569265 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:28,320 : INFO : EPOCH 17 - PROGRESS: at 63.92% examples, 571014 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:29,323 : INFO : EPOCH 17 - PROGRESS: at 64.21% examples, 572829 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:30,332 : INFO : EPOCH 17 - PROGRESS: at 64.58% examples, 573961 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:31,332 : INFO : EPOCH 17 - PROGRESS: at 64.98% examples, 575077 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:32,332 : INFO : EPOCH 17 - PROGRESS: at 65.39% examples, 576010 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:33,332 : INFO : EPOCH 17 - PROGRESS: at 65.77% examples, 576464 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:34,340 : INFO : EPOCH 17 - PROGRESS: at 66.14% examples, 576894 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:25:35,349 : INFO : EPOCH 17 - PROGRESS: at 66.51% examples, 577335 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:36,354 : INFO : EPOCH 17 - PROGRESS: at 66.87% examples, 577864 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:37,360 : INFO : EPOCH 17 - PROGRESS: at 67.25% examples, 578286 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:38,365 : INFO : EPOCH 17 - PROGRESS: at 67.60% examples, 578861 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:39,370 : INFO : EPOCH 17 - PROGRESS: at 67.94% examples, 579345 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:40,377 : INFO : EPOCH 17 - PROGRESS: at 68.30% examples, 579944 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:41,384 : INFO : EPOCH 17 - PROGRESS: at 68.67% examples, 580312 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:42,396 : INFO : EPOCH 17 - PROGRESS: at 69.05% examples, 580727 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:43,411 : INFO : EPOCH 17 - PROGRESS: at 69.46% examples, 581298 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:44,420 : INFO : EPOCH 17 - PROGRESS: at 69.81% examples, 581748 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:45,426 : INFO : EPOCH 17 - PROGRESS: at 70.17% examples, 582145 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:46,433 : INFO : EPOCH 17 - PROGRESS: at 70.57% examples, 582292 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:47,435 : INFO : EPOCH 17 - PROGRESS: at 70.95% examples, 582715 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:48,440 : INFO : EPOCH 17 - PROGRESS: at 71.32% examples, 583119 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:49,442 : INFO : EPOCH 17 - PROGRESS: at 71.69% examples, 583497 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:50,447 : INFO : EPOCH 17 - PROGRESS: at 72.08% examples, 583749 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:51,448 : INFO : EPOCH 17 - PROGRESS: at 72.47% examples, 583920 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:52,465 : INFO : EPOCH 17 - PROGRESS: at 72.87% examples, 584089 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:53,466 : INFO : EPOCH 17 - PROGRESS: at 73.25% examples, 584464 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:54,476 : INFO : EPOCH 17 - PROGRESS: at 73.61% examples, 584665 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:55,487 : INFO : EPOCH 17 - PROGRESS: at 74.01% examples, 584854 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:25:56,494 : INFO : EPOCH 17 - PROGRESS: at 74.40% examples, 585148 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:57,519 : INFO : EPOCH 17 - PROGRESS: at 74.74% examples, 585636 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:58,540 : INFO : EPOCH 17 - PROGRESS: at 75.08% examples, 586154 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:25:59,543 : INFO : EPOCH 17 - PROGRESS: at 75.43% examples, 586676 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:00,548 : INFO : EPOCH 17 - PROGRESS: at 75.78% examples, 587270 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:01,560 : INFO : EPOCH 17 - PROGRESS: at 76.09% examples, 587842 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:02,570 : INFO : EPOCH 17 - PROGRESS: at 76.46% examples, 588156 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:03,580 : INFO : EPOCH 17 - PROGRESS: at 76.84% examples, 588437 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:04,588 : INFO : EPOCH 17 - PROGRESS: at 77.23% examples, 588778 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:05,603 : INFO : EPOCH 17 - PROGRESS: at 77.55% examples, 589237 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:06,609 : INFO : EPOCH 17 - PROGRESS: at 77.88% examples, 589657 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:07,618 : INFO : EPOCH 17 - PROGRESS: at 78.18% examples, 590291 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:26:08,643 : INFO : EPOCH 17 - PROGRESS: at 78.53% examples, 590659 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:09,645 : INFO : EPOCH 17 - PROGRESS: at 78.87% examples, 591084 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:10,646 : INFO : EPOCH 17 - PROGRESS: at 79.24% examples, 591365 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:11,661 : INFO : EPOCH 17 - PROGRESS: at 79.57% examples, 591869 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:12,666 : INFO : EPOCH 17 - PROGRESS: at 79.90% examples, 592345 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:13,667 : INFO : EPOCH 17 - PROGRESS: at 80.23% examples, 592821 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:26:14,668 : INFO : EPOCH 17 - PROGRESS: at 80.61% examples, 592975 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:15,685 : INFO : EPOCH 17 - PROGRESS: at 80.92% examples, 593487 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:16,696 : INFO : EPOCH 17 - PROGRESS: at 81.22% examples, 594136 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:17,701 : INFO : EPOCH 17 - PROGRESS: at 81.51% examples, 594678 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:18,705 : INFO : EPOCH 17 - PROGRESS: at 81.83% examples, 595066 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:19,709 : INFO : EPOCH 17 - PROGRESS: at 82.18% examples, 595417 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:20,717 : INFO : EPOCH 17 - PROGRESS: at 82.51% examples, 595866 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:21,730 : INFO : EPOCH 17 - PROGRESS: at 82.85% examples, 596216 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:22,739 : INFO : EPOCH 17 - PROGRESS: at 83.19% examples, 596502 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:23,741 : INFO : EPOCH 17 - PROGRESS: at 83.55% examples, 596851 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:24,743 : INFO : EPOCH 17 - PROGRESS: at 83.87% examples, 597260 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:25,745 : INFO : EPOCH 17 - PROGRESS: at 84.20% examples, 597674 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:26:26,747 : INFO : EPOCH 17 - PROGRESS: at 84.48% examples, 598199 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:27,750 : INFO : EPOCH 17 - PROGRESS: at 84.82% examples, 598493 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:26:28,760 : INFO : EPOCH 17 - PROGRESS: at 85.18% examples, 598822 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:29,762 : INFO : EPOCH 17 - PROGRESS: at 85.54% examples, 599085 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:30,768 : INFO : EPOCH 17 - PROGRESS: at 85.91% examples, 599292 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:31,781 : INFO : EPOCH 17 - PROGRESS: at 86.23% examples, 599732 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:32,781 : INFO : EPOCH 17 - PROGRESS: at 86.57% examples, 600232 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:33,783 : INFO : EPOCH 17 - PROGRESS: at 86.88% examples, 600590 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:34,790 : INFO : EPOCH 17 - PROGRESS: at 87.19% examples, 601046 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:35,800 : INFO : EPOCH 17 - PROGRESS: at 87.55% examples, 601258 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:36,820 : INFO : EPOCH 17 - PROGRESS: at 87.86% examples, 601810 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:37,831 : INFO : EPOCH 17 - PROGRESS: at 88.19% examples, 602178 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:38,838 : INFO : EPOCH 17 - PROGRESS: at 88.51% examples, 602616 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:39,856 : INFO : EPOCH 17 - PROGRESS: at 88.83% examples, 603012 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:40,873 : INFO : EPOCH 17 - PROGRESS: at 89.16% examples, 603419 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:41,890 : INFO : EPOCH 17 - PROGRESS: at 89.51% examples, 603668 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:42,891 : INFO : EPOCH 17 - PROGRESS: at 89.87% examples, 603930 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:43,896 : INFO : EPOCH 17 - PROGRESS: at 90.21% examples, 604257 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:44,909 : INFO : EPOCH 17 - PROGRESS: at 90.58% examples, 604464 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:45,929 : INFO : EPOCH 17 - PROGRESS: at 90.82% examples, 605100 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:46,934 : INFO : EPOCH 17 - PROGRESS: at 91.08% examples, 605727 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:26:47,941 : INFO : EPOCH 17 - PROGRESS: at 91.43% examples, 605975 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:48,967 : INFO : EPOCH 17 - PROGRESS: at 91.78% examples, 606208 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:49,972 : INFO : EPOCH 17 - PROGRESS: at 92.11% examples, 606580 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:50,976 : INFO : EPOCH 17 - PROGRESS: at 92.49% examples, 606677 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:26:51,983 : INFO : EPOCH 17 - PROGRESS: at 92.82% examples, 607029 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:26:52,998 : INFO : EPOCH 17 - PROGRESS: at 93.14% examples, 607386 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:54,008 : INFO : EPOCH 17 - PROGRESS: at 93.51% examples, 607496 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:55,013 : INFO : EPOCH 17 - PROGRESS: at 93.85% examples, 607796 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:56,024 : INFO : EPOCH 17 - PROGRESS: at 94.19% examples, 607997 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:57,031 : INFO : EPOCH 17 - PROGRESS: at 94.52% examples, 608316 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:58,034 : INFO : EPOCH 17 - PROGRESS: at 94.87% examples, 608533 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:26:59,040 : INFO : EPOCH 17 - PROGRESS: at 95.23% examples, 608740 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:00,042 : INFO : EPOCH 17 - PROGRESS: at 95.57% examples, 609031 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:01,046 : INFO : EPOCH 17 - PROGRESS: at 95.90% examples, 609249 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:02,052 : INFO : EPOCH 17 - PROGRESS: at 96.18% examples, 609686 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:03,069 : INFO : EPOCH 17 - PROGRESS: at 96.56% examples, 609800 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:04,074 : INFO : EPOCH 17 - PROGRESS: at 96.87% examples, 610170 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:05,074 : INFO : EPOCH 17 - PROGRESS: at 97.21% examples, 610464 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:06,076 : INFO : EPOCH 17 - PROGRESS: at 97.57% examples, 610636 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:07,085 : INFO : EPOCH 17 - PROGRESS: at 97.86% examples, 611053 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:08,092 : INFO : EPOCH 17 - PROGRESS: at 98.20% examples, 611296 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:09,096 : INFO : EPOCH 17 - PROGRESS: at 98.51% examples, 611669 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:10,099 : INFO : EPOCH 17 - PROGRESS: at 98.82% examples, 611950 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:11,110 : INFO : EPOCH 17 - PROGRESS: at 99.02% examples, 612622 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:12,111 : INFO : EPOCH 17 - PROGRESS: at 99.38% examples, 612781 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:13,111 : INFO : EPOCH 17 - PROGRESS: at 99.75% examples, 612910 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:13,722 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 16:27:13,736 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 16:27:13,738 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 16:27:13,743 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 16:27:13,744 : INFO : EPOCH - 17 : training on 206654289 raw words (151582223 effective words) took 247.3s, 612972 effective words/s
2020-08-16 16:27:14,751 : INFO : EPOCH 18 - PROGRESS: at 0.54% examples, 495093 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:15,759 : INFO : EPOCH 18 - PROGRESS: at 0.98% examples, 553705 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:27:16,765 : INFO : EPOCH 18 - PROGRESS: at 1.46% examples, 576129 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:17,766 : INFO : EPOCH 18 - PROGRESS: at 1.95% examples, 579868 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:18,769 : INFO : EPOCH 18 - PROGRESS: at 2.44% examples, 574276 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:19,809 : INFO : EPOCH 18 - PROGRESS: at 2.97% examples, 567865 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:27:20,816 : INFO : EPOCH 18 - PROGRESS: at 3.45% examples, 567555 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:27:21,882 : INFO : EPOCH 18 - PROGRESS: at 3.99% examples, 544252 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:22,912 : INFO : EPOCH 18 - PROGRESS: at 4.52% examples, 538375 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:23,913 : INFO : EPOCH 18 - PROGRESS: at 4.98% examples, 543189 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:27:24,967 : INFO : EPOCH 18 - PROGRESS: at 5.51% examples, 540503 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:25,975 : INFO : EPOCH 18 - PROGRESS: at 6.02% examples, 542516 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:27,002 : INFO : EPOCH 18 - PROGRESS: at 6.51% examples, 539031 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:28,006 : INFO : EPOCH 18 - PROGRESS: at 7.03% examples, 539208 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:29,011 : INFO : EPOCH 18 - PROGRESS: at 7.41% examples, 546088 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:30,011 : INFO : EPOCH 18 - PROGRESS: at 7.93% examples, 544340 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:31,128 : INFO : EPOCH 18 - PROGRESS: at 8.36% examples, 522847 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:32,173 : INFO : EPOCH 18 - PROGRESS: at 8.92% examples, 498430 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:33,206 : INFO : EPOCH 18 - PROGRESS: at 9.49% examples, 482355 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:27:34,225 : INFO : EPOCH 18 - PROGRESS: at 10.05% examples, 470971 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:27:35,236 : INFO : EPOCH 18 - PROGRESS: at 10.57% examples, 470110 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:36,249 : INFO : EPOCH 18 - PROGRESS: at 11.10% examples, 468611 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:37,251 : INFO : EPOCH 18 - PROGRESS: at 11.54% examples, 472174 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:38,264 : INFO : EPOCH 18 - PROGRESS: at 11.97% examples, 474630 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:39,302 : INFO : EPOCH 18 - PROGRESS: at 12.37% examples, 477853 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:40,304 : INFO : EPOCH 18 - PROGRESS: at 12.98% examples, 479223 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:41,317 : INFO : EPOCH 18 - PROGRESS: at 13.49% examples, 482512 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:42,333 : INFO : EPOCH 18 - PROGRESS: at 14.01% examples, 484102 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:43,334 : INFO : EPOCH 18 - PROGRESS: at 14.52% examples, 485591 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:44,337 : INFO : EPOCH 18 - PROGRESS: at 15.09% examples, 485734 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:45,337 : INFO : EPOCH 18 - PROGRESS: at 15.50% examples, 489538 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:46,351 : INFO : EPOCH 18 - PROGRESS: at 16.02% examples, 489622 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:27:47,358 : INFO : EPOCH 18 - PROGRESS: at 16.56% examples, 490036 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:48,361 : INFO : EPOCH 18 - PROGRESS: at 17.08% examples, 492237 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:49,362 : INFO : EPOCH 18 - PROGRESS: at 17.60% examples, 493424 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:50,378 : INFO : EPOCH 18 - PROGRESS: at 18.15% examples, 493839 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:51,385 : INFO : EPOCH 18 - PROGRESS: at 18.74% examples, 493609 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:52,393 : INFO : EPOCH 18 - PROGRESS: at 19.27% examples, 496662 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:53,403 : INFO : EPOCH 18 - PROGRESS: at 19.77% examples, 498090 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:27:54,404 : INFO : EPOCH 18 - PROGRESS: at 20.26% examples, 499928 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:55,408 : INFO : EPOCH 18 - PROGRESS: at 20.83% examples, 500128 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:56,423 : INFO : EPOCH 18 - PROGRESS: at 21.32% examples, 501817 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:57,443 : INFO : EPOCH 18 - PROGRESS: at 21.82% examples, 502383 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:58,453 : INFO : EPOCH 18 - PROGRESS: at 22.38% examples, 502257 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:27:59,471 : INFO : EPOCH 18 - PROGRESS: at 22.89% examples, 503094 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:28:00,480 : INFO : EPOCH 18 - PROGRESS: at 23.38% examples, 504149 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:01,480 : INFO : EPOCH 18 - PROGRESS: at 23.93% examples, 503716 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:02,498 : INFO : EPOCH 18 - PROGRESS: at 24.51% examples, 502831 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:28:03,503 : INFO : EPOCH 18 - PROGRESS: at 25.01% examples, 503689 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:04,508 : INFO : EPOCH 18 - PROGRESS: at 25.49% examples, 504862 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:28:05,528 : INFO : EPOCH 18 - PROGRESS: at 26.03% examples, 504883 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:06,553 : INFO : EPOCH 18 - PROGRESS: at 26.59% examples, 504476 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:07,568 : INFO : EPOCH 18 - PROGRESS: at 27.12% examples, 505744 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:08,575 : INFO : EPOCH 18 - PROGRESS: at 27.66% examples, 506686 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:09,585 : INFO : EPOCH 18 - PROGRESS: at 28.17% examples, 507197 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:10,591 : INFO : EPOCH 18 - PROGRESS: at 28.68% examples, 507656 words/s, in_qsize 8, out_qsize 1
2020-08-16 16:28:11,618 : INFO : EPOCH 18 - PROGRESS: at 29.24% examples, 506129 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:12,646 : INFO : EPOCH 18 - PROGRESS: at 29.81% examples, 504749 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:13,649 : INFO : EPOCH 18 - PROGRESS: at 30.38% examples, 503609 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:14,653 : INFO : EPOCH 18 - PROGRESS: at 30.87% examples, 504321 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:15,663 : INFO : EPOCH 18 - PROGRESS: at 31.40% examples, 504273 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:28:16,670 : INFO : EPOCH 18 - PROGRESS: at 31.84% examples, 505845 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:28:17,672 : INFO : EPOCH 18 - PROGRESS: at 32.30% examples, 506691 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:28:18,677 : INFO : EPOCH 18 - PROGRESS: at 32.78% examples, 507864 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:19,678 : INFO : EPOCH 18 - PROGRESS: at 33.28% examples, 508313 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:20,680 : INFO : EPOCH 18 - PROGRESS: at 33.69% examples, 510146 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:21,703 : INFO : EPOCH 18 - PROGRESS: at 34.10% examples, 512041 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:22,707 : INFO : EPOCH 18 - PROGRESS: at 34.62% examples, 512567 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:23,743 : INFO : EPOCH 18 - PROGRESS: at 35.17% examples, 512031 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:24,761 : INFO : EPOCH 18 - PROGRESS: at 35.68% examples, 512572 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:25,784 : INFO : EPOCH 18 - PROGRESS: at 36.08% examples, 514476 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:26,786 : INFO : EPOCH 18 - PROGRESS: at 36.57% examples, 515076 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:28:27,789 : INFO : EPOCH 18 - PROGRESS: at 37.09% examples, 514168 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:28,792 : INFO : EPOCH 18 - PROGRESS: at 37.58% examples, 514887 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:29,823 : INFO : EPOCH 18 - PROGRESS: at 37.89% examples, 517666 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:30,834 : INFO : EPOCH 18 - PROGRESS: at 38.34% examples, 518591 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:31,872 : INFO : EPOCH 18 - PROGRESS: at 38.77% examples, 519855 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:32,881 : INFO : EPOCH 18 - PROGRESS: at 39.20% examples, 521521 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:28:33,884 : INFO : EPOCH 18 - PROGRESS: at 39.66% examples, 522262 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:34,902 : INFO : EPOCH 18 - PROGRESS: at 40.01% examples, 524232 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:35,912 : INFO : EPOCH 18 - PROGRESS: at 40.33% examples, 526674 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:36,926 : INFO : EPOCH 18 - PROGRESS: at 40.69% examples, 528532 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:37,936 : INFO : EPOCH 18 - PROGRESS: at 41.04% examples, 530502 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:38,939 : INFO : EPOCH 18 - PROGRESS: at 41.37% examples, 532333 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:39,943 : INFO : EPOCH 18 - PROGRESS: at 41.76% examples, 533577 words/s, in_qsize 8, out_qsize 1
2020-08-16 16:28:40,968 : INFO : EPOCH 18 - PROGRESS: at 42.20% examples, 534731 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:41,972 : INFO : EPOCH 18 - PROGRESS: at 42.69% examples, 534706 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:42,987 : INFO : EPOCH 18 - PROGRESS: at 43.17% examples, 535035 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:44,003 : INFO : EPOCH 18 - PROGRESS: at 43.60% examples, 535806 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:45,010 : INFO : EPOCH 18 - PROGRESS: at 44.11% examples, 536397 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:46,024 : INFO : EPOCH 18 - PROGRESS: at 44.55% examples, 537044 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:47,029 : INFO : EPOCH 18 - PROGRESS: at 45.04% examples, 537650 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:48,047 : INFO : EPOCH 18 - PROGRESS: at 45.53% examples, 537850 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:49,056 : INFO : EPOCH 18 - PROGRESS: at 46.00% examples, 538231 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:50,065 : INFO : EPOCH 18 - PROGRESS: at 46.47% examples, 538938 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:51,087 : INFO : EPOCH 18 - PROGRESS: at 46.92% examples, 539314 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:28:52,093 : INFO : EPOCH 18 - PROGRESS: at 47.45% examples, 539451 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:53,118 : INFO : EPOCH 18 - PROGRESS: at 47.90% examples, 540118 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:54,118 : INFO : EPOCH 18 - PROGRESS: at 48.36% examples, 540666 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:55,124 : INFO : EPOCH 18 - PROGRESS: at 48.85% examples, 540819 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:56,130 : INFO : EPOCH 18 - PROGRESS: at 49.35% examples, 541107 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:57,135 : INFO : EPOCH 18 - PROGRESS: at 49.76% examples, 541992 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:28:58,146 : INFO : EPOCH 18 - PROGRESS: at 50.26% examples, 541672 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:28:59,166 : INFO : EPOCH 18 - PROGRESS: at 50.75% examples, 541865 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:00,178 : INFO : EPOCH 18 - PROGRESS: at 51.23% examples, 542172 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:01,200 : INFO : EPOCH 18 - PROGRESS: at 51.71% examples, 542015 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:02,209 : INFO : EPOCH 18 - PROGRESS: at 52.21% examples, 542500 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:03,216 : INFO : EPOCH 18 - PROGRESS: at 52.71% examples, 542237 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:04,217 : INFO : EPOCH 18 - PROGRESS: at 53.16% examples, 542900 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:05,221 : INFO : EPOCH 18 - PROGRESS: at 53.63% examples, 543273 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:29:06,226 : INFO : EPOCH 18 - PROGRESS: at 54.14% examples, 542916 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:29:07,235 : INFO : EPOCH 18 - PROGRESS: at 54.65% examples, 542889 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:08,235 : INFO : EPOCH 18 - PROGRESS: at 55.15% examples, 542900 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:29:09,244 : INFO : EPOCH 18 - PROGRESS: at 55.53% examples, 543508 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:10,259 : INFO : EPOCH 18 - PROGRESS: at 55.79% examples, 545007 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:11,278 : INFO : EPOCH 18 - PROGRESS: at 56.14% examples, 546064 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:12,286 : INFO : EPOCH 18 - PROGRESS: at 56.49% examples, 547110 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:13,292 : INFO : EPOCH 18 - PROGRESS: at 56.83% examples, 548176 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:14,296 : INFO : EPOCH 18 - PROGRESS: at 57.20% examples, 548858 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:15,301 : INFO : EPOCH 18 - PROGRESS: at 57.59% examples, 549401 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:16,303 : INFO : EPOCH 18 - PROGRESS: at 57.91% examples, 550425 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:17,306 : INFO : EPOCH 18 - PROGRESS: at 58.20% examples, 551698 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:18,321 : INFO : EPOCH 18 - PROGRESS: at 58.53% examples, 552696 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:19,337 : INFO : EPOCH 18 - PROGRESS: at 58.89% examples, 553550 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:20,343 : INFO : EPOCH 18 - PROGRESS: at 59.15% examples, 554913 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:21,346 : INFO : EPOCH 18 - PROGRESS: at 59.49% examples, 555808 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:22,353 : INFO : EPOCH 18 - PROGRESS: at 59.81% examples, 556700 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:23,354 : INFO : EPOCH 18 - PROGRESS: at 60.07% examples, 558176 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:24,365 : INFO : EPOCH 18 - PROGRESS: at 60.33% examples, 559430 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:25,380 : INFO : EPOCH 18 - PROGRESS: at 60.60% examples, 560752 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:26,380 : INFO : EPOCH 18 - PROGRESS: at 60.88% examples, 562079 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:27,403 : INFO : EPOCH 18 - PROGRESS: at 61.23% examples, 562810 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:28,404 : INFO : EPOCH 18 - PROGRESS: at 61.54% examples, 563668 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:29,407 : INFO : EPOCH 18 - PROGRESS: at 61.86% examples, 564457 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:30,428 : INFO : EPOCH 18 - PROGRESS: at 62.22% examples, 565188 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:29:31,431 : INFO : EPOCH 18 - PROGRESS: at 62.53% examples, 566152 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:32,438 : INFO : EPOCH 18 - PROGRESS: at 62.85% examples, 566973 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:33,470 : INFO : EPOCH 18 - PROGRESS: at 63.16% examples, 567931 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:34,473 : INFO : EPOCH 18 - PROGRESS: at 63.51% examples, 568668 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:35,482 : INFO : EPOCH 18 - PROGRESS: at 63.85% examples, 569461 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:36,483 : INFO : EPOCH 18 - PROGRESS: at 64.09% examples, 571495 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:37,487 : INFO : EPOCH 18 - PROGRESS: at 64.44% examples, 572831 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:29:38,496 : INFO : EPOCH 18 - PROGRESS: at 64.86% examples, 573749 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:39,505 : INFO : EPOCH 18 - PROGRESS: at 65.23% examples, 574967 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:40,506 : INFO : EPOCH 18 - PROGRESS: at 65.65% examples, 575385 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:41,519 : INFO : EPOCH 18 - PROGRESS: at 65.99% examples, 575631 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:42,521 : INFO : EPOCH 18 - PROGRESS: at 66.32% examples, 575824 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:43,522 : INFO : EPOCH 18 - PROGRESS: at 66.67% examples, 576017 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:44,524 : INFO : EPOCH 18 - PROGRESS: at 67.02% examples, 576138 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:45,543 : INFO : EPOCH 18 - PROGRESS: at 67.36% examples, 576013 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:46,563 : INFO : EPOCH 18 - PROGRESS: at 67.65% examples, 576130 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:47,571 : INFO : EPOCH 18 - PROGRESS: at 68.01% examples, 576935 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:48,573 : INFO : EPOCH 18 - PROGRESS: at 68.42% examples, 577829 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:49,597 : INFO : EPOCH 18 - PROGRESS: at 68.83% examples, 578745 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:50,605 : INFO : EPOCH 18 - PROGRESS: at 69.26% examples, 579377 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:51,623 : INFO : EPOCH 18 - PROGRESS: at 69.63% examples, 579745 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:52,626 : INFO : EPOCH 18 - PROGRESS: at 69.99% examples, 580120 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:53,641 : INFO : EPOCH 18 - PROGRESS: at 70.36% examples, 580570 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:54,651 : INFO : EPOCH 18 - PROGRESS: at 70.74% examples, 580838 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:55,655 : INFO : EPOCH 18 - PROGRESS: at 71.12% examples, 581281 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:29:56,660 : INFO : EPOCH 18 - PROGRESS: at 71.49% examples, 581815 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:57,662 : INFO : EPOCH 18 - PROGRESS: at 71.88% examples, 582068 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:29:58,668 : INFO : EPOCH 18 - PROGRESS: at 72.27% examples, 582371 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:29:59,673 : INFO : EPOCH 18 - PROGRESS: at 72.68% examples, 582574 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:00,698 : INFO : EPOCH 18 - PROGRESS: at 73.07% examples, 582827 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:01,719 : INFO : EPOCH 18 - PROGRESS: at 73.44% examples, 583178 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:02,734 : INFO : EPOCH 18 - PROGRESS: at 73.85% examples, 583405 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:03,740 : INFO : EPOCH 18 - PROGRESS: at 74.23% examples, 583707 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:04,741 : INFO : EPOCH 18 - PROGRESS: at 74.59% examples, 584081 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:05,753 : INFO : EPOCH 18 - PROGRESS: at 74.92% examples, 584624 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:06,760 : INFO : EPOCH 18 - PROGRESS: at 75.27% examples, 585066 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:30:07,767 : INFO : EPOCH 18 - PROGRESS: at 75.59% examples, 585670 words/s, in_qsize 7, out_qsize 1
2020-08-16 16:30:08,794 : INFO : EPOCH 18 - PROGRESS: at 75.94% examples, 586113 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:09,795 : INFO : EPOCH 18 - PROGRESS: at 76.30% examples, 586543 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:10,801 : INFO : EPOCH 18 - PROGRESS: at 76.66% examples, 586896 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:11,801 : INFO : EPOCH 18 - PROGRESS: at 77.06% examples, 587230 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:30:12,807 : INFO : EPOCH 18 - PROGRESS: at 77.39% examples, 587678 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:30:13,808 : INFO : EPOCH 18 - PROGRESS: at 77.73% examples, 588197 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:30:14,829 : INFO : EPOCH 18 - PROGRESS: at 78.03% examples, 588728 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:30:15,836 : INFO : EPOCH 18 - PROGRESS: at 78.38% examples, 589145 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:16,853 : INFO : EPOCH 18 - PROGRESS: at 78.73% examples, 589466 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:17,854 : INFO : EPOCH 18 - PROGRESS: at 79.06% examples, 589898 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:18,872 : INFO : EPOCH 18 - PROGRESS: at 79.40% examples, 590432 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:19,886 : INFO : EPOCH 18 - PROGRESS: at 79.74% examples, 590866 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:20,888 : INFO : EPOCH 18 - PROGRESS: at 80.04% examples, 591437 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:21,893 : INFO : EPOCH 18 - PROGRESS: at 80.44% examples, 591604 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:22,906 : INFO : EPOCH 18 - PROGRESS: at 80.78% examples, 592024 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:23,912 : INFO : EPOCH 18 - PROGRESS: at 81.06% examples, 592656 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:24,913 : INFO : EPOCH 18 - PROGRESS: at 81.38% examples, 593153 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:25,922 : INFO : EPOCH 18 - PROGRESS: at 81.65% examples, 593734 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:26,931 : INFO : EPOCH 18 - PROGRESS: at 82.00% examples, 594063 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:27,959 : INFO : EPOCH 18 - PROGRESS: at 82.34% examples, 594410 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:28,967 : INFO : EPOCH 18 - PROGRESS: at 82.68% examples, 594792 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:29,969 : INFO : EPOCH 18 - PROGRESS: at 83.02% examples, 595149 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:30,974 : INFO : EPOCH 18 - PROGRESS: at 83.36% examples, 595527 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:31,975 : INFO : EPOCH 18 - PROGRESS: at 83.73% examples, 595834 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:30:32,981 : INFO : EPOCH 18 - PROGRESS: at 84.03% examples, 596314 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:33,997 : INFO : EPOCH 18 - PROGRESS: at 84.37% examples, 596586 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:34,999 : INFO : EPOCH 18 - PROGRESS: at 84.66% examples, 597148 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:36,013 : INFO : EPOCH 18 - PROGRESS: at 85.02% examples, 597438 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:30:37,018 : INFO : EPOCH 18 - PROGRESS: at 85.37% examples, 597793 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:38,028 : INFO : EPOCH 18 - PROGRESS: at 85.74% examples, 597992 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:39,031 : INFO : EPOCH 18 - PROGRESS: at 86.08% examples, 598281 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:40,036 : INFO : EPOCH 18 - PROGRESS: at 86.42% examples, 598682 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:41,045 : INFO : EPOCH 18 - PROGRESS: at 86.73% examples, 599226 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:42,063 : INFO : EPOCH 18 - PROGRESS: at 87.06% examples, 599585 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:43,069 : INFO : EPOCH 18 - PROGRESS: at 87.37% examples, 600020 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:44,073 : INFO : EPOCH 18 - PROGRESS: at 87.73% examples, 600301 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:45,078 : INFO : EPOCH 18 - PROGRESS: at 88.01% examples, 600950 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:46,089 : INFO : EPOCH 18 - PROGRESS: at 88.37% examples, 601225 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:47,091 : INFO : EPOCH 18 - PROGRESS: at 88.68% examples, 601681 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:48,092 : INFO : EPOCH 18 - PROGRESS: at 89.01% examples, 602045 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:49,094 : INFO : EPOCH 18 - PROGRESS: at 89.32% examples, 602410 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:50,112 : INFO : EPOCH 18 - PROGRESS: at 89.71% examples, 602553 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:51,128 : INFO : EPOCH 18 - PROGRESS: at 90.06% examples, 602883 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:52,129 : INFO : EPOCH 18 - PROGRESS: at 90.39% examples, 603208 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:30:53,131 : INFO : EPOCH 18 - PROGRESS: at 90.76% examples, 603398 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:54,135 : INFO : EPOCH 18 - PROGRESS: at 90.89% examples, 604400 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:55,136 : INFO : EPOCH 18 - PROGRESS: at 91.26% examples, 604668 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:56,143 : INFO : EPOCH 18 - PROGRESS: at 91.61% examples, 604899 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:57,164 : INFO : EPOCH 18 - PROGRESS: at 91.94% examples, 605266 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:58,166 : INFO : EPOCH 18 - PROGRESS: at 92.29% examples, 605485 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:30:59,189 : INFO : EPOCH 18 - PROGRESS: at 92.65% examples, 605680 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:00,196 : INFO : EPOCH 18 - PROGRESS: at 92.95% examples, 606170 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:01,207 : INFO : EPOCH 18 - PROGRESS: at 93.31% examples, 606394 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:31:02,215 : INFO : EPOCH 18 - PROGRESS: at 93.68% examples, 606554 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:31:03,219 : INFO : EPOCH 18 - PROGRESS: at 94.02% examples, 606795 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:04,226 : INFO : EPOCH 18 - PROGRESS: at 94.34% examples, 607188 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:05,229 : INFO : EPOCH 18 - PROGRESS: at 94.70% examples, 607356 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:31:06,232 : INFO : EPOCH 18 - PROGRESS: at 95.06% examples, 607526 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:07,235 : INFO : EPOCH 18 - PROGRESS: at 95.39% examples, 607876 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:08,242 : INFO : EPOCH 18 - PROGRESS: at 95.73% examples, 608101 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:31:09,245 : INFO : EPOCH 18 - PROGRESS: at 96.09% examples, 608304 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:10,271 : INFO : EPOCH 18 - PROGRESS: at 96.38% examples, 608693 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:11,275 : INFO : EPOCH 18 - PROGRESS: at 96.72% examples, 608996 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:12,279 : INFO : EPOCH 18 - PROGRESS: at 97.04% examples, 609311 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:13,288 : INFO : EPOCH 18 - PROGRESS: at 97.39% examples, 609484 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:14,296 : INFO : EPOCH 18 - PROGRESS: at 97.74% examples, 609714 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:31:15,302 : INFO : EPOCH 18 - PROGRESS: at 98.03% examples, 610123 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:16,303 : INFO : EPOCH 18 - PROGRESS: at 98.38% examples, 610327 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:17,304 : INFO : EPOCH 18 - PROGRESS: at 98.68% examples, 610677 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:18,313 : INFO : EPOCH 18 - PROGRESS: at 98.94% examples, 611221 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:19,326 : INFO : EPOCH 18 - PROGRESS: at 99.19% examples, 611667 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:20,331 : INFO : EPOCH 18 - PROGRESS: at 99.56% examples, 611778 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:21,334 : INFO : EPOCH 18 - PROGRESS: at 99.94% examples, 611870 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:21,442 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 16:31:21,455 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 16:31:21,465 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 16:31:21,466 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 16:31:21,467 : INFO : EPOCH - 18 : training on 206654289 raw words (151578445 effective words) took 247.7s, 611901 effective words/s
2020-08-16 16:31:22,476 : INFO : EPOCH 19 - PROGRESS: at 0.53% examples, 485639 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:23,488 : INFO : EPOCH 19 - PROGRESS: at 0.97% examples, 547706 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:24,489 : INFO : EPOCH 19 - PROGRESS: at 1.45% examples, 570811 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:25,498 : INFO : EPOCH 19 - PROGRESS: at 1.92% examples, 571314 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:26,498 : INFO : EPOCH 19 - PROGRESS: at 2.42% examples, 569935 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:27,500 : INFO : EPOCH 19 - PROGRESS: at 2.92% examples, 563758 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:28,516 : INFO : EPOCH 19 - PROGRESS: at 3.40% examples, 560806 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:31:29,523 : INFO : EPOCH 19 - PROGRESS: at 3.90% examples, 543680 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:30,534 : INFO : EPOCH 19 - PROGRESS: at 4.43% examples, 532026 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:31,560 : INFO : EPOCH 19 - PROGRESS: at 4.90% examples, 533169 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:32,588 : INFO : EPOCH 19 - PROGRESS: at 5.37% examples, 537654 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:33,595 : INFO : EPOCH 19 - PROGRESS: at 5.93% examples, 533772 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:34,608 : INFO : EPOCH 19 - PROGRESS: at 6.37% examples, 536047 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:31:35,614 : INFO : EPOCH 19 - PROGRESS: at 6.86% examples, 532739 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:36,627 : INFO : EPOCH 19 - PROGRESS: at 7.26% examples, 539663 words/s, in_qsize 7, out_qsize 1
2020-08-16 16:31:37,628 : INFO : EPOCH 19 - PROGRESS: at 7.77% examples, 538229 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:38,629 : INFO : EPOCH 19 - PROGRESS: at 8.19% examples, 527827 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:31:39,652 : INFO : EPOCH 19 - PROGRESS: at 8.74% examples, 503308 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:40,750 : INFO : EPOCH 19 - PROGRESS: at 9.30% examples, 484761 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:41,768 : INFO : EPOCH 19 - PROGRESS: at 9.88% examples, 466670 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:42,780 : INFO : EPOCH 19 - PROGRESS: at 10.38% examples, 467523 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:43,784 : INFO : EPOCH 19 - PROGRESS: at 10.94% examples, 465826 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:31:44,803 : INFO : EPOCH 19 - PROGRESS: at 11.44% examples, 469516 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:45,808 : INFO : EPOCH 19 - PROGRESS: at 11.90% examples, 475142 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:46,811 : INFO : EPOCH 19 - PROGRESS: at 12.35% examples, 481009 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:31:47,813 : INFO : EPOCH 19 - PROGRESS: at 12.88% examples, 480367 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:48,819 : INFO : EPOCH 19 - PROGRESS: at 13.37% examples, 483258 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:49,849 : INFO : EPOCH 19 - PROGRESS: at 13.88% examples, 483457 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:50,854 : INFO : EPOCH 19 - PROGRESS: at 14.41% examples, 483144 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:51,862 : INFO : EPOCH 19 - PROGRESS: at 14.89% examples, 481908 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:52,879 : INFO : EPOCH 19 - PROGRESS: at 15.37% examples, 483244 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:53,899 : INFO : EPOCH 19 - PROGRESS: at 15.79% examples, 485536 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:31:54,905 : INFO : EPOCH 19 - PROGRESS: at 16.28% examples, 484527 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:55,905 : INFO : EPOCH 19 - PROGRESS: at 16.78% examples, 483677 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:56,914 : INFO : EPOCH 19 - PROGRESS: at 17.20% examples, 484842 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:57,917 : INFO : EPOCH 19 - PROGRESS: at 17.78% examples, 486964 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:58,920 : INFO : EPOCH 19 - PROGRESS: at 18.38% examples, 487254 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:31:59,936 : INFO : EPOCH 19 - PROGRESS: at 18.93% examples, 488536 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:00,963 : INFO : EPOCH 19 - PROGRESS: at 19.46% examples, 491111 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:32:01,967 : INFO : EPOCH 19 - PROGRESS: at 19.96% examples, 493143 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:02,972 : INFO : EPOCH 19 - PROGRESS: at 20.47% examples, 494168 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:32:03,977 : INFO : EPOCH 19 - PROGRESS: at 21.00% examples, 494894 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:04,989 : INFO : EPOCH 19 - PROGRESS: at 21.48% examples, 496505 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:05,993 : INFO : EPOCH 19 - PROGRESS: at 22.01% examples, 496361 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:06,993 : INFO : EPOCH 19 - PROGRESS: at 22.52% examples, 496896 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:08,015 : INFO : EPOCH 19 - PROGRESS: at 23.03% examples, 497604 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:09,025 : INFO : EPOCH 19 - PROGRESS: at 23.53% examples, 498446 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:32:10,027 : INFO : EPOCH 19 - PROGRESS: at 24.07% examples, 497951 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:11,041 : INFO : EPOCH 19 - PROGRESS: at 24.65% examples, 496938 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:12,043 : INFO : EPOCH 19 - PROGRESS: at 25.14% examples, 497892 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:13,052 : INFO : EPOCH 19 - PROGRESS: at 25.61% examples, 499232 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:14,058 : INFO : EPOCH 19 - PROGRESS: at 26.13% examples, 499310 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:15,065 : INFO : EPOCH 19 - PROGRESS: at 26.70% examples, 498671 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:16,073 : INFO : EPOCH 19 - PROGRESS: at 27.20% examples, 499775 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:17,075 : INFO : EPOCH 19 - PROGRESS: at 27.70% examples, 500852 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:18,093 : INFO : EPOCH 19 - PROGRESS: at 28.22% examples, 501133 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:19,111 : INFO : EPOCH 19 - PROGRESS: at 28.74% examples, 501567 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:20,134 : INFO : EPOCH 19 - PROGRESS: at 29.28% examples, 499774 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:21,150 : INFO : EPOCH 19 - PROGRESS: at 29.85% examples, 498624 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:22,153 : INFO : EPOCH 19 - PROGRESS: at 30.41% examples, 497708 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:23,182 : INFO : EPOCH 19 - PROGRESS: at 30.89% examples, 497947 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:24,182 : INFO : EPOCH 19 - PROGRESS: at 31.43% examples, 498556 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:25,187 : INFO : EPOCH 19 - PROGRESS: at 31.87% examples, 499998 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:26,193 : INFO : EPOCH 19 - PROGRESS: at 32.32% examples, 500782 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:27,198 : INFO : EPOCH 19 - PROGRESS: at 32.80% examples, 502044 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:28,200 : INFO : EPOCH 19 - PROGRESS: at 33.28% examples, 502315 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:29,214 : INFO : EPOCH 19 - PROGRESS: at 33.69% examples, 504314 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:30,224 : INFO : EPOCH 19 - PROGRESS: at 34.10% examples, 506074 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:31,230 : INFO : EPOCH 19 - PROGRESS: at 34.59% examples, 506321 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:32,230 : INFO : EPOCH 19 - PROGRESS: at 35.14% examples, 506028 words/s, in_qsize 7, out_qsize 1
2020-08-16 16:32:33,234 : INFO : EPOCH 19 - PROGRESS: at 35.65% examples, 506246 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:34,237 : INFO : EPOCH 19 - PROGRESS: at 36.02% examples, 508378 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:35,239 : INFO : EPOCH 19 - PROGRESS: at 36.51% examples, 508855 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:36,258 : INFO : EPOCH 19 - PROGRESS: at 37.02% examples, 508335 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:32:37,262 : INFO : EPOCH 19 - PROGRESS: at 37.52% examples, 508651 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:38,276 : INFO : EPOCH 19 - PROGRESS: at 37.85% examples, 511314 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:39,296 : INFO : EPOCH 19 - PROGRESS: at 38.28% examples, 512358 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:40,315 : INFO : EPOCH 19 - PROGRESS: at 38.71% examples, 513620 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:41,323 : INFO : EPOCH 19 - PROGRESS: at 39.12% examples, 515234 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:42,339 : INFO : EPOCH 19 - PROGRESS: at 39.58% examples, 516068 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:43,340 : INFO : EPOCH 19 - PROGRESS: at 39.94% examples, 517998 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:44,344 : INFO : EPOCH 19 - PROGRESS: at 40.28% examples, 520067 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:45,352 : INFO : EPOCH 19 - PROGRESS: at 40.60% examples, 522179 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:32:46,356 : INFO : EPOCH 19 - PROGRESS: at 40.95% examples, 524089 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:47,363 : INFO : EPOCH 19 - PROGRESS: at 41.29% examples, 525912 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:48,400 : INFO : EPOCH 19 - PROGRESS: at 41.64% examples, 527640 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:49,412 : INFO : EPOCH 19 - PROGRESS: at 42.11% examples, 528328 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:50,416 : INFO : EPOCH 19 - PROGRESS: at 42.56% examples, 528968 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:51,431 : INFO : EPOCH 19 - PROGRESS: at 43.06% examples, 528950 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:52,442 : INFO : EPOCH 19 - PROGRESS: at 43.48% examples, 529867 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:32:53,443 : INFO : EPOCH 19 - PROGRESS: at 43.96% examples, 530450 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:54,470 : INFO : EPOCH 19 - PROGRESS: at 44.42% examples, 531106 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:55,471 : INFO : EPOCH 19 - PROGRESS: at 44.91% examples, 531595 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:32:56,482 : INFO : EPOCH 19 - PROGRESS: at 45.39% examples, 532085 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:57,484 : INFO : EPOCH 19 - PROGRESS: at 45.87% examples, 532332 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:58,496 : INFO : EPOCH 19 - PROGRESS: at 46.33% examples, 532939 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:32:59,497 : INFO : EPOCH 19 - PROGRESS: at 46.77% examples, 533774 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:00,499 : INFO : EPOCH 19 - PROGRESS: at 47.28% examples, 533572 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:01,510 : INFO : EPOCH 19 - PROGRESS: at 47.75% examples, 534024 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:33:02,514 : INFO : EPOCH 19 - PROGRESS: at 48.16% examples, 535254 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:03,521 : INFO : EPOCH 19 - PROGRESS: at 48.67% examples, 535134 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:04,525 : INFO : EPOCH 19 - PROGRESS: at 49.20% examples, 534875 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:05,543 : INFO : EPOCH 19 - PROGRESS: at 49.57% examples, 536389 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:06,546 : INFO : EPOCH 19 - PROGRESS: at 50.05% examples, 536149 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:07,554 : INFO : EPOCH 19 - PROGRESS: at 50.55% examples, 536458 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:08,559 : INFO : EPOCH 19 - PROGRESS: at 51.04% examples, 536439 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:09,565 : INFO : EPOCH 19 - PROGRESS: at 51.50% examples, 536587 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:10,581 : INFO : EPOCH 19 - PROGRESS: at 51.98% examples, 536610 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:33:11,612 : INFO : EPOCH 19 - PROGRESS: at 52.49% examples, 536609 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:33:12,620 : INFO : EPOCH 19 - PROGRESS: at 52.95% examples, 537092 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:13,627 : INFO : EPOCH 19 - PROGRESS: at 53.39% examples, 537583 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:14,638 : INFO : EPOCH 19 - PROGRESS: at 53.89% examples, 537464 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:15,645 : INFO : EPOCH 19 - PROGRESS: at 54.43% examples, 537251 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:16,675 : INFO : EPOCH 19 - PROGRESS: at 54.90% examples, 537367 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:17,682 : INFO : EPOCH 19 - PROGRESS: at 55.41% examples, 537184 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:18,683 : INFO : EPOCH 19 - PROGRESS: at 55.66% examples, 538667 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:19,685 : INFO : EPOCH 19 - PROGRESS: at 55.99% examples, 539799 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:33:20,694 : INFO : EPOCH 19 - PROGRESS: at 56.32% examples, 540869 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:33:21,703 : INFO : EPOCH 19 - PROGRESS: at 56.63% examples, 542153 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:33:22,703 : INFO : EPOCH 19 - PROGRESS: at 56.99% examples, 543023 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:23,723 : INFO : EPOCH 19 - PROGRESS: at 57.39% examples, 543497 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:24,733 : INFO : EPOCH 19 - PROGRESS: at 57.73% examples, 544431 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:25,743 : INFO : EPOCH 19 - PROGRESS: at 58.05% examples, 545302 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:26,755 : INFO : EPOCH 19 - PROGRESS: at 58.34% examples, 546680 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:27,784 : INFO : EPOCH 19 - PROGRESS: at 58.69% examples, 547461 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:33:28,785 : INFO : EPOCH 19 - PROGRESS: at 59.02% examples, 548562 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:29,801 : INFO : EPOCH 19 - PROGRESS: at 59.31% examples, 549776 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:30,802 : INFO : EPOCH 19 - PROGRESS: at 59.65% examples, 550533 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:31,827 : INFO : EPOCH 19 - PROGRESS: at 59.93% examples, 551765 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:32,830 : INFO : EPOCH 19 - PROGRESS: at 60.19% examples, 553179 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:33,836 : INFO : EPOCH 19 - PROGRESS: at 60.46% examples, 554498 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:34,839 : INFO : EPOCH 19 - PROGRESS: at 60.72% examples, 555861 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:35,853 : INFO : EPOCH 19 - PROGRESS: at 61.03% examples, 556834 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:36,867 : INFO : EPOCH 19 - PROGRESS: at 61.36% examples, 557691 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:37,873 : INFO : EPOCH 19 - PROGRESS: at 61.68% examples, 558524 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:38,877 : INFO : EPOCH 19 - PROGRESS: at 62.02% examples, 559353 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:39,889 : INFO : EPOCH 19 - PROGRESS: at 62.35% examples, 560125 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:33:40,895 : INFO : EPOCH 19 - PROGRESS: at 62.65% examples, 561143 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:41,898 : INFO : EPOCH 19 - PROGRESS: at 62.96% examples, 562107 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:42,909 : INFO : EPOCH 19 - PROGRESS: at 63.30% examples, 562856 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:43,921 : INFO : EPOCH 19 - PROGRESS: at 63.64% examples, 563563 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:33:44,926 : INFO : EPOCH 19 - PROGRESS: at 63.92% examples, 564883 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:33:45,930 : INFO : EPOCH 19 - PROGRESS: at 64.21% examples, 566496 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:46,954 : INFO : EPOCH 19 - PROGRESS: at 64.58% examples, 567655 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:47,960 : INFO : EPOCH 19 - PROGRESS: at 64.96% examples, 568250 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:33:49,972 : INFO : EPOCH 19 - PROGRESS: at 65.69% examples, 569153 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:33:50,980 : INFO : EPOCH 19 - PROGRESS: at 66.06% examples, 569670 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:52,001 : INFO : EPOCH 19 - PROGRESS: at 66.42% examples, 570153 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:53,008 : INFO : EPOCH 19 - PROGRESS: at 66.79% examples, 570590 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:54,016 : INFO : EPOCH 19 - PROGRESS: at 67.17% examples, 570968 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:33:55,017 : INFO : EPOCH 19 - PROGRESS: at 67.50% examples, 571610 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:56,024 : INFO : EPOCH 19 - PROGRESS: at 67.85% examples, 572060 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:57,048 : INFO : EPOCH 19 - PROGRESS: at 68.19% examples, 572656 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:33:58,048 : INFO : EPOCH 19 - PROGRESS: at 68.57% examples, 573050 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:33:59,056 : INFO : EPOCH 19 - PROGRESS: at 68.94% examples, 573456 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:00,056 : INFO : EPOCH 19 - PROGRESS: at 69.35% examples, 573901 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:01,084 : INFO : EPOCH 19 - PROGRESS: at 69.68% examples, 574120 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:02,093 : INFO : EPOCH 19 - PROGRESS: at 70.02% examples, 574179 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:03,109 : INFO : EPOCH 19 - PROGRESS: at 70.37% examples, 574342 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:04,123 : INFO : EPOCH 19 - PROGRESS: at 70.72% examples, 574405 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:05,145 : INFO : EPOCH 19 - PROGRESS: at 71.08% examples, 574472 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:06,150 : INFO : EPOCH 19 - PROGRESS: at 71.40% examples, 574512 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:07,160 : INFO : EPOCH 19 - PROGRESS: at 71.75% examples, 574619 words/s, in_qsize 7, out_qsize 1
2020-08-16 16:34:08,177 : INFO : EPOCH 19 - PROGRESS: at 72.16% examples, 574961 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:34:09,182 : INFO : EPOCH 19 - PROGRESS: at 72.55% examples, 575205 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:10,194 : INFO : EPOCH 19 - PROGRESS: at 72.94% examples, 575409 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:11,215 : INFO : EPOCH 19 - PROGRESS: at 73.31% examples, 575782 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:34:13,216 : INFO : EPOCH 19 - PROGRESS: at 74.08% examples, 576257 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:34:14,227 : INFO : EPOCH 19 - PROGRESS: at 74.44% examples, 576537 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:15,233 : INFO : EPOCH 19 - PROGRESS: at 74.78% examples, 577063 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:16,239 : INFO : EPOCH 19 - PROGRESS: at 75.12% examples, 577622 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:34:17,250 : INFO : EPOCH 19 - PROGRESS: at 75.46% examples, 578038 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:34:18,261 : INFO : EPOCH 19 - PROGRESS: at 75.79% examples, 578654 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:19,271 : INFO : EPOCH 19 - PROGRESS: at 76.12% examples, 579265 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:34:22,280 : INFO : EPOCH 19 - PROGRESS: at 77.24% examples, 580158 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:23,294 : INFO : EPOCH 19 - PROGRESS: at 77.57% examples, 580713 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:24,314 : INFO : EPOCH 19 - PROGRESS: at 77.90% examples, 581156 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:25,325 : INFO : EPOCH 19 - PROGRESS: at 78.19% examples, 581784 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:26,326 : INFO : EPOCH 19 - PROGRESS: at 78.54% examples, 582238 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:27,331 : INFO : EPOCH 19 - PROGRESS: at 78.87% examples, 582616 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:34:28,342 : INFO : EPOCH 19 - PROGRESS: at 79.24% examples, 582945 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:29,351 : INFO : EPOCH 19 - PROGRESS: at 79.57% examples, 583466 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:34:30,355 : INFO : EPOCH 19 - PROGRESS: at 79.90% examples, 583982 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:34:31,359 : INFO : EPOCH 19 - PROGRESS: at 80.22% examples, 584450 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:34:32,373 : INFO : EPOCH 19 - PROGRESS: at 80.61% examples, 584646 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:33,377 : INFO : EPOCH 19 - PROGRESS: at 80.92% examples, 585195 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:34,380 : INFO : EPOCH 19 - PROGRESS: at 81.20% examples, 585716 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:34:35,396 : INFO : EPOCH 19 - PROGRESS: at 81.50% examples, 586300 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:36,404 : INFO : EPOCH 19 - PROGRESS: at 81.81% examples, 586748 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:37,408 : INFO : EPOCH 19 - PROGRESS: at 82.16% examples, 587064 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:38,412 : INFO : EPOCH 19 - PROGRESS: at 82.48% examples, 587511 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:39,417 : INFO : EPOCH 19 - PROGRESS: at 82.81% examples, 587865 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:34:40,431 : INFO : EPOCH 19 - PROGRESS: at 83.16% examples, 588200 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:41,441 : INFO : EPOCH 19 - PROGRESS: at 83.51% examples, 588567 words/s, in_qsize 8, out_qsize 0
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2020-08-16 16:34:43,444 : INFO : EPOCH 19 - PROGRESS: at 84.16% examples, 589323 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:44,447 : INFO : EPOCH 19 - PROGRESS: at 84.43% examples, 589843 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:45,447 : INFO : EPOCH 19 - PROGRESS: at 84.76% examples, 590185 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:34:46,451 : INFO : EPOCH 19 - PROGRESS: at 85.11% examples, 590418 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:34:49,489 : INFO : EPOCH 19 - PROGRESS: at 86.17% examples, 591302 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:35:10,674 : INFO : EPOCH 19 - PROGRESS: at 92.98% examples, 599152 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:35:11,686 : INFO : EPOCH 19 - PROGRESS: at 93.34% examples, 599300 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:35:12,691 : INFO : EPOCH 19 - PROGRESS: at 93.69% examples, 599492 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:35:16,714 : INFO : EPOCH 19 - PROGRESS: at 95.07% examples, 600525 words/s, in_qsize 7, out_qsize 0
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2020-08-16 16:35:20,763 : INFO : EPOCH 19 - PROGRESS: at 96.39% examples, 601749 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:21,783 : INFO : EPOCH 19 - PROGRESS: at 96.73% examples, 601979 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:22,786 : INFO : EPOCH 19 - PROGRESS: at 97.05% examples, 602383 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:23,798 : INFO : EPOCH 19 - PROGRESS: at 97.40% examples, 602608 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:24,807 : INFO : EPOCH 19 - PROGRESS: at 97.75% examples, 602798 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:25,811 : INFO : EPOCH 19 - PROGRESS: at 98.04% examples, 603239 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:26,812 : INFO : EPOCH 19 - PROGRESS: at 98.38% examples, 603441 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:27,815 : INFO : EPOCH 19 - PROGRESS: at 98.68% examples, 603809 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:28,817 : INFO : EPOCH 19 - PROGRESS: at 98.94% examples, 604303 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:29,827 : INFO : EPOCH 19 - PROGRESS: at 99.18% examples, 604781 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:30,833 : INFO : EPOCH 19 - PROGRESS: at 99.56% examples, 604915 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:31,833 : INFO : EPOCH 19 - PROGRESS: at 99.93% examples, 605039 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:31,982 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 16:35:31,997 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 16:35:32,001 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 16:35:32,006 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 16:35:32,007 : INFO : EPOCH - 19 : training on 206654289 raw words (151582574 effective words) took 250.5s, 605035 effective words/s
2020-08-16 16:35:33,016 : INFO : EPOCH 20 - PROGRESS: at 0.54% examples, 492894 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:34,017 : INFO : EPOCH 20 - PROGRESS: at 0.97% examples, 550938 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:35,027 : INFO : EPOCH 20 - PROGRESS: at 1.45% examples, 573631 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:36,050 : INFO : EPOCH 20 - PROGRESS: at 1.94% examples, 574828 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:37,056 : INFO : EPOCH 20 - PROGRESS: at 2.44% examples, 572727 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:38,084 : INFO : EPOCH 20 - PROGRESS: at 2.97% examples, 566460 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:39,092 : INFO : EPOCH 20 - PROGRESS: at 3.45% examples, 566306 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:40,140 : INFO : EPOCH 20 - PROGRESS: at 3.99% examples, 544400 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:41,162 : INFO : EPOCH 20 - PROGRESS: at 4.52% examples, 538948 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:42,176 : INFO : EPOCH 20 - PROGRESS: at 4.98% examples, 543003 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:43,225 : INFO : EPOCH 20 - PROGRESS: at 5.51% examples, 540606 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:44,238 : INFO : EPOCH 20 - PROGRESS: at 6.01% examples, 541161 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:45,238 : INFO : EPOCH 20 - PROGRESS: at 6.50% examples, 539399 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:46,241 : INFO : EPOCH 20 - PROGRESS: at 7.01% examples, 538641 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:47,242 : INFO : EPOCH 20 - PROGRESS: at 7.40% examples, 546208 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:48,258 : INFO : EPOCH 20 - PROGRESS: at 7.91% examples, 543437 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:49,379 : INFO : EPOCH 20 - PROGRESS: at 8.36% examples, 523154 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:35:50,387 : INFO : EPOCH 20 - PROGRESS: at 8.97% examples, 501012 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:35:51,496 : INFO : EPOCH 20 - PROGRESS: at 9.54% examples, 482143 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:52,507 : INFO : EPOCH 20 - PROGRESS: at 10.13% examples, 474779 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:53,529 : INFO : EPOCH 20 - PROGRESS: at 10.69% examples, 473988 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:54,531 : INFO : EPOCH 20 - PROGRESS: at 11.25% examples, 475363 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:55,535 : INFO : EPOCH 20 - PROGRESS: at 11.69% examples, 480814 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:56,546 : INFO : EPOCH 20 - PROGRESS: at 12.19% examples, 484825 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:57,551 : INFO : EPOCH 20 - PROGRESS: at 12.70% examples, 487210 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:58,563 : INFO : EPOCH 20 - PROGRESS: at 13.18% examples, 489254 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:35:59,602 : INFO : EPOCH 20 - PROGRESS: at 13.71% examples, 490798 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:00,612 : INFO : EPOCH 20 - PROGRESS: at 14.23% examples, 491016 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:01,628 : INFO : EPOCH 20 - PROGRESS: at 14.77% examples, 492055 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:36:02,636 : INFO : EPOCH 20 - PROGRESS: at 15.30% examples, 493050 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:36:03,639 : INFO : EPOCH 20 - PROGRESS: at 15.75% examples, 496095 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:36:04,643 : INFO : EPOCH 20 - PROGRESS: at 16.28% examples, 496326 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:05,659 : INFO : EPOCH 20 - PROGRESS: at 16.84% examples, 496967 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:06,668 : INFO : EPOCH 20 - PROGRESS: at 17.31% examples, 498776 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:36:07,687 : INFO : EPOCH 20 - PROGRESS: at 17.86% examples, 499887 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:08,692 : INFO : EPOCH 20 - PROGRESS: at 18.46% examples, 499102 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:09,700 : INFO : EPOCH 20 - PROGRESS: at 19.02% examples, 501370 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:10,706 : INFO : EPOCH 20 - PROGRESS: at 19.52% examples, 502741 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:11,711 : INFO : EPOCH 20 - PROGRESS: at 19.99% examples, 503837 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:12,728 : INFO : EPOCH 20 - PROGRESS: at 20.47% examples, 503754 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:13,759 : INFO : EPOCH 20 - PROGRESS: at 20.98% examples, 503217 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:14,790 : INFO : EPOCH 20 - PROGRESS: at 21.44% examples, 504264 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:36:15,792 : INFO : EPOCH 20 - PROGRESS: at 21.95% examples, 503299 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:16,824 : INFO : EPOCH 20 - PROGRESS: at 22.44% examples, 502366 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:17,824 : INFO : EPOCH 20 - PROGRESS: at 22.91% examples, 502699 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:18,828 : INFO : EPOCH 20 - PROGRESS: at 23.43% examples, 504120 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:19,839 : INFO : EPOCH 20 - PROGRESS: at 23.97% examples, 503865 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:20,843 : INFO : EPOCH 20 - PROGRESS: at 24.56% examples, 502880 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:21,870 : INFO : EPOCH 20 - PROGRESS: at 25.07% examples, 503726 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:22,897 : INFO : EPOCH 20 - PROGRESS: at 25.56% examples, 505030 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:23,901 : INFO : EPOCH 20 - PROGRESS: at 26.09% examples, 505202 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:24,901 : INFO : EPOCH 20 - PROGRESS: at 26.67% examples, 504953 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:25,903 : INFO : EPOCH 20 - PROGRESS: at 27.18% examples, 505986 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:26,906 : INFO : EPOCH 20 - PROGRESS: at 27.69% examples, 506964 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:27,926 : INFO : EPOCH 20 - PROGRESS: at 28.21% examples, 507353 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:28,931 : INFO : EPOCH 20 - PROGRESS: at 28.73% examples, 507803 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:29,968 : INFO : EPOCH 20 - PROGRESS: at 29.28% examples, 505871 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:36:30,970 : INFO : EPOCH 20 - PROGRESS: at 29.86% examples, 504847 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:31,997 : INFO : EPOCH 20 - PROGRESS: at 30.42% examples, 503850 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:33,003 : INFO : EPOCH 20 - PROGRESS: at 30.93% examples, 504066 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:36:34,019 : INFO : EPOCH 20 - PROGRESS: at 31.45% examples, 504800 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:36:35,027 : INFO : EPOCH 20 - PROGRESS: at 31.89% examples, 506143 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:36,028 : INFO : EPOCH 20 - PROGRESS: at 32.36% examples, 506997 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:37,032 : INFO : EPOCH 20 - PROGRESS: at 32.84% examples, 508357 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:38,032 : INFO : EPOCH 20 - PROGRESS: at 33.31% examples, 508799 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:39,048 : INFO : EPOCH 20 - PROGRESS: at 33.73% examples, 510491 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:40,065 : INFO : EPOCH 20 - PROGRESS: at 34.15% examples, 512316 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:41,073 : INFO : EPOCH 20 - PROGRESS: at 34.66% examples, 512365 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:42,087 : INFO : EPOCH 20 - PROGRESS: at 35.24% examples, 512216 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:43,094 : INFO : EPOCH 20 - PROGRESS: at 35.72% examples, 512747 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:44,122 : INFO : EPOCH 20 - PROGRESS: at 36.13% examples, 514540 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:45,127 : INFO : EPOCH 20 - PROGRESS: at 36.61% examples, 515219 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:46,129 : INFO : EPOCH 20 - PROGRESS: at 37.14% examples, 514213 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:47,139 : INFO : EPOCH 20 - PROGRESS: at 37.62% examples, 515061 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:48,158 : INFO : EPOCH 20 - PROGRESS: at 37.93% examples, 517906 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:49,164 : INFO : EPOCH 20 - PROGRESS: at 38.39% examples, 518892 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:50,182 : INFO : EPOCH 20 - PROGRESS: at 38.80% examples, 520261 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:51,184 : INFO : EPOCH 20 - PROGRESS: at 39.23% examples, 521805 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:52,187 : INFO : EPOCH 20 - PROGRESS: at 39.68% examples, 522423 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:53,197 : INFO : EPOCH 20 - PROGRESS: at 40.03% examples, 524453 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:54,216 : INFO : EPOCH 20 - PROGRESS: at 40.35% examples, 526752 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:55,218 : INFO : EPOCH 20 - PROGRESS: at 40.71% examples, 528596 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:56,221 : INFO : EPOCH 20 - PROGRESS: at 41.04% examples, 530514 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:57,221 : INFO : EPOCH 20 - PROGRESS: at 41.39% examples, 532539 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:58,230 : INFO : EPOCH 20 - PROGRESS: at 41.78% examples, 533652 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:36:59,237 : INFO : EPOCH 20 - PROGRESS: at 42.21% examples, 534942 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:37:00,241 : INFO : EPOCH 20 - PROGRESS: at 42.70% examples, 534851 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:01,250 : INFO : EPOCH 20 - PROGRESS: at 43.17% examples, 535202 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:02,255 : INFO : EPOCH 20 - PROGRESS: at 43.61% examples, 535960 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:03,258 : INFO : EPOCH 20 - PROGRESS: at 44.10% examples, 536430 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:37:04,265 : INFO : EPOCH 20 - PROGRESS: at 44.55% examples, 537184 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:05,293 : INFO : EPOCH 20 - PROGRESS: at 45.05% examples, 537742 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:06,311 : INFO : EPOCH 20 - PROGRESS: at 45.55% examples, 538082 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:07,321 : INFO : EPOCH 20 - PROGRESS: at 46.02% examples, 538593 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:08,341 : INFO : EPOCH 20 - PROGRESS: at 46.50% examples, 539320 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:37:09,367 : INFO : EPOCH 20 - PROGRESS: at 46.98% examples, 539539 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:10,375 : INFO : EPOCH 20 - PROGRESS: at 47.47% examples, 539727 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:11,381 : INFO : EPOCH 20 - PROGRESS: at 47.93% examples, 540596 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:12,397 : INFO : EPOCH 20 - PROGRESS: at 48.39% examples, 540895 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:13,399 : INFO : EPOCH 20 - PROGRESS: at 48.88% examples, 541097 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:14,405 : INFO : EPOCH 20 - PROGRESS: at 49.37% examples, 541367 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:15,407 : INFO : EPOCH 20 - PROGRESS: at 49.78% examples, 542228 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:16,408 : INFO : EPOCH 20 - PROGRESS: at 50.27% examples, 541836 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:17,411 : INFO : EPOCH 20 - PROGRESS: at 50.77% examples, 542114 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:18,437 : INFO : EPOCH 20 - PROGRESS: at 51.25% examples, 542337 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:19,441 : INFO : EPOCH 20 - PROGRESS: at 51.71% examples, 542132 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:20,450 : INFO : EPOCH 20 - PROGRESS: at 52.21% examples, 542622 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:21,460 : INFO : EPOCH 20 - PROGRESS: at 52.71% examples, 542349 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:22,462 : INFO : EPOCH 20 - PROGRESS: at 53.15% examples, 542937 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:23,469 : INFO : EPOCH 20 - PROGRESS: at 53.62% examples, 543372 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:24,481 : INFO : EPOCH 20 - PROGRESS: at 54.14% examples, 543027 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:25,489 : INFO : EPOCH 20 - PROGRESS: at 54.65% examples, 543007 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:37:26,509 : INFO : EPOCH 20 - PROGRESS: at 55.15% examples, 542915 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:27,510 : INFO : EPOCH 20 - PROGRESS: at 55.53% examples, 543572 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:28,513 : INFO : EPOCH 20 - PROGRESS: at 55.79% examples, 545054 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:29,519 : INFO : EPOCH 20 - PROGRESS: at 56.13% examples, 546059 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:30,527 : INFO : EPOCH 20 - PROGRESS: at 56.48% examples, 547037 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:31,534 : INFO : EPOCH 20 - PROGRESS: at 56.82% examples, 548032 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:32,546 : INFO : EPOCH 20 - PROGRESS: at 57.19% examples, 548802 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:33,551 : INFO : EPOCH 20 - PROGRESS: at 57.59% examples, 549339 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:34,553 : INFO : EPOCH 20 - PROGRESS: at 57.90% examples, 550382 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:35,566 : INFO : EPOCH 20 - PROGRESS: at 58.19% examples, 551544 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:36,575 : INFO : EPOCH 20 - PROGRESS: at 58.51% examples, 552520 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:37,578 : INFO : EPOCH 20 - PROGRESS: at 58.87% examples, 553321 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:37:38,581 : INFO : EPOCH 20 - PROGRESS: at 59.14% examples, 554691 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:39,581 : INFO : EPOCH 20 - PROGRESS: at 59.45% examples, 555546 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:37:40,586 : INFO : EPOCH 20 - PROGRESS: at 59.78% examples, 556340 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:41,591 : INFO : EPOCH 20 - PROGRESS: at 60.06% examples, 557730 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:42,598 : INFO : EPOCH 20 - PROGRESS: at 60.32% examples, 559078 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:43,603 : INFO : EPOCH 20 - PROGRESS: at 60.58% examples, 560451 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:44,610 : INFO : EPOCH 20 - PROGRESS: at 60.85% examples, 561726 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:45,611 : INFO : EPOCH 20 - PROGRESS: at 61.19% examples, 562579 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:46,614 : INFO : EPOCH 20 - PROGRESS: at 61.51% examples, 563471 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:47,615 : INFO : EPOCH 20 - PROGRESS: at 61.83% examples, 564188 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:48,618 : INFO : EPOCH 20 - PROGRESS: at 62.18% examples, 564985 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:49,618 : INFO : EPOCH 20 - PROGRESS: at 62.50% examples, 565901 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:37:50,623 : INFO : EPOCH 20 - PROGRESS: at 62.83% examples, 566672 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:51,639 : INFO : EPOCH 20 - PROGRESS: at 63.11% examples, 567704 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:52,643 : INFO : EPOCH 20 - PROGRESS: at 63.47% examples, 568404 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:53,650 : INFO : EPOCH 20 - PROGRESS: at 63.81% examples, 569149 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:37:54,658 : INFO : EPOCH 20 - PROGRESS: at 64.02% examples, 571069 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:55,658 : INFO : EPOCH 20 - PROGRESS: at 64.38% examples, 572247 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:56,659 : INFO : EPOCH 20 - PROGRESS: at 64.78% examples, 573237 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:57,670 : INFO : EPOCH 20 - PROGRESS: at 65.14% examples, 574437 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:37:58,676 : INFO : EPOCH 20 - PROGRESS: at 65.59% examples, 575051 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:37:59,690 : INFO : EPOCH 20 - PROGRESS: at 65.95% examples, 575521 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:00,693 : INFO : EPOCH 20 - PROGRESS: at 66.31% examples, 576045 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:01,703 : INFO : EPOCH 20 - PROGRESS: at 66.69% examples, 576497 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:38:02,708 : INFO : EPOCH 20 - PROGRESS: at 67.07% examples, 576933 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:38:03,715 : INFO : EPOCH 20 - PROGRESS: at 67.45% examples, 577363 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:04,720 : INFO : EPOCH 20 - PROGRESS: at 67.75% examples, 577987 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:38:05,722 : INFO : EPOCH 20 - PROGRESS: at 68.10% examples, 578507 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:06,725 : INFO : EPOCH 20 - PROGRESS: at 68.48% examples, 578865 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:07,726 : INFO : EPOCH 20 - PROGRESS: at 68.84% examples, 579391 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:08,735 : INFO : EPOCH 20 - PROGRESS: at 69.24% examples, 579751 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:38:09,743 : INFO : EPOCH 20 - PROGRESS: at 69.62% examples, 580099 words/s, in_qsize 6, out_qsize 1
2020-08-16 16:38:10,744 : INFO : EPOCH 20 - PROGRESS: at 69.98% examples, 580579 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:11,757 : INFO : EPOCH 20 - PROGRESS: at 70.34% examples, 580939 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:12,758 : INFO : EPOCH 20 - PROGRESS: at 70.72% examples, 581284 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:38:13,771 : INFO : EPOCH 20 - PROGRESS: at 71.11% examples, 581691 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:14,781 : INFO : EPOCH 20 - PROGRESS: at 71.48% examples, 582160 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:38:15,788 : INFO : EPOCH 20 - PROGRESS: at 71.87% examples, 582437 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:16,812 : INFO : EPOCH 20 - PROGRESS: at 72.26% examples, 582683 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:17,824 : INFO : EPOCH 20 - PROGRESS: at 72.66% examples, 582896 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:18,829 : INFO : EPOCH 20 - PROGRESS: at 73.05% examples, 583139 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:19,835 : INFO : EPOCH 20 - PROGRESS: at 73.42% examples, 583534 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:20,865 : INFO : EPOCH 20 - PROGRESS: at 73.81% examples, 583523 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:38:21,873 : INFO : EPOCH 20 - PROGRESS: at 74.17% examples, 583566 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:22,893 : INFO : EPOCH 20 - PROGRESS: at 74.52% examples, 583593 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:23,910 : INFO : EPOCH 20 - PROGRESS: at 74.83% examples, 583834 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:24,915 : INFO : EPOCH 20 - PROGRESS: at 75.14% examples, 584081 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:38:25,940 : INFO : EPOCH 20 - PROGRESS: at 75.43% examples, 583874 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:26,955 : INFO : EPOCH 20 - PROGRESS: at 75.75% examples, 584199 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:27,959 : INFO : EPOCH 20 - PROGRESS: at 76.10% examples, 585258 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:28,973 : INFO : EPOCH 20 - PROGRESS: at 76.52% examples, 585905 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:29,985 : INFO : EPOCH 20 - PROGRESS: at 76.95% examples, 586625 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:30,997 : INFO : EPOCH 20 - PROGRESS: at 77.33% examples, 587442 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:38:32,005 : INFO : EPOCH 20 - PROGRESS: at 77.72% examples, 588298 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:33,008 : INFO : EPOCH 20 - PROGRESS: at 78.06% examples, 589243 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:34,010 : INFO : EPOCH 20 - PROGRESS: at 78.43% examples, 590040 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:35,012 : INFO : EPOCH 20 - PROGRESS: at 78.80% examples, 590789 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:36,030 : INFO : EPOCH 20 - PROGRESS: at 79.19% examples, 591545 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:37,036 : INFO : EPOCH 20 - PROGRESS: at 79.56% examples, 592376 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:38,037 : INFO : EPOCH 20 - PROGRESS: at 79.92% examples, 593264 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:39,047 : INFO : EPOCH 20 - PROGRESS: at 80.30% examples, 593982 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:40,057 : INFO : EPOCH 20 - PROGRESS: at 80.66% examples, 594333 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:41,062 : INFO : EPOCH 20 - PROGRESS: at 80.97% examples, 594846 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:42,076 : INFO : EPOCH 20 - PROGRESS: at 81.27% examples, 595328 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:43,082 : INFO : EPOCH 20 - PROGRESS: at 81.55% examples, 595932 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:38:44,084 : INFO : EPOCH 20 - PROGRESS: at 81.88% examples, 596368 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:45,086 : INFO : EPOCH 20 - PROGRESS: at 82.25% examples, 596605 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:46,090 : INFO : EPOCH 20 - PROGRESS: at 82.56% examples, 597064 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:38:47,097 : INFO : EPOCH 20 - PROGRESS: at 82.89% examples, 597447 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:48,105 : INFO : EPOCH 20 - PROGRESS: at 83.25% examples, 597633 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:49,113 : INFO : EPOCH 20 - PROGRESS: at 83.61% examples, 597904 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:50,119 : INFO : EPOCH 20 - PROGRESS: at 83.92% examples, 598351 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:51,128 : INFO : EPOCH 20 - PROGRESS: at 84.25% examples, 598700 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:52,146 : INFO : EPOCH 20 - PROGRESS: at 84.53% examples, 599258 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:38:53,161 : INFO : EPOCH 20 - PROGRESS: at 84.89% examples, 599515 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:54,171 : INFO : EPOCH 20 - PROGRESS: at 85.24% examples, 599834 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:55,175 : INFO : EPOCH 20 - PROGRESS: at 85.61% examples, 600076 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:56,185 : INFO : EPOCH 20 - PROGRESS: at 85.95% examples, 600402 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:57,186 : INFO : EPOCH 20 - PROGRESS: at 86.27% examples, 600783 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:38:58,189 : INFO : EPOCH 20 - PROGRESS: at 86.61% examples, 601148 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:38:59,201 : INFO : EPOCH 20 - PROGRESS: at 86.94% examples, 601544 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:39:00,208 : INFO : EPOCH 20 - PROGRESS: at 87.23% examples, 601938 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:39:01,222 : INFO : EPOCH 20 - PROGRESS: at 87.60% examples, 602162 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:02,227 : INFO : EPOCH 20 - PROGRESS: at 87.89% examples, 602674 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:03,233 : INFO : EPOCH 20 - PROGRESS: at 88.22% examples, 603036 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:04,257 : INFO : EPOCH 20 - PROGRESS: at 88.55% examples, 603398 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:05,269 : INFO : EPOCH 20 - PROGRESS: at 88.88% examples, 603807 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:06,278 : INFO : EPOCH 20 - PROGRESS: at 89.19% examples, 604250 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:07,284 : INFO : EPOCH 20 - PROGRESS: at 89.56% examples, 604454 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:08,291 : INFO : EPOCH 20 - PROGRESS: at 89.91% examples, 604701 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:09,300 : INFO : EPOCH 20 - PROGRESS: at 90.25% examples, 605009 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:10,301 : INFO : EPOCH 20 - PROGRESS: at 90.61% examples, 605217 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:11,302 : INFO : EPOCH 20 - PROGRESS: at 90.83% examples, 605960 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:12,310 : INFO : EPOCH 20 - PROGRESS: at 91.10% examples, 606414 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:13,320 : INFO : EPOCH 20 - PROGRESS: at 91.45% examples, 606615 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:14,325 : INFO : EPOCH 20 - PROGRESS: at 91.80% examples, 606900 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:15,331 : INFO : EPOCH 20 - PROGRESS: at 92.12% examples, 607206 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:16,339 : INFO : EPOCH 20 - PROGRESS: at 92.51% examples, 607350 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:17,352 : INFO : EPOCH 20 - PROGRESS: at 92.83% examples, 607681 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:18,353 : INFO : EPOCH 20 - PROGRESS: at 93.15% examples, 608012 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:19,363 : INFO : EPOCH 20 - PROGRESS: at 93.52% examples, 608118 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:20,368 : INFO : EPOCH 20 - PROGRESS: at 93.85% examples, 608410 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:21,387 : INFO : EPOCH 20 - PROGRESS: at 94.20% examples, 608617 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:22,401 : INFO : EPOCH 20 - PROGRESS: at 94.53% examples, 608917 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:23,407 : INFO : EPOCH 20 - PROGRESS: at 94.88% examples, 609122 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:24,416 : INFO : EPOCH 20 - PROGRESS: at 95.24% examples, 609357 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:39:25,420 : INFO : EPOCH 20 - PROGRESS: at 95.58% examples, 609570 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:26,441 : INFO : EPOCH 20 - PROGRESS: at 95.92% examples, 609802 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:27,443 : INFO : EPOCH 20 - PROGRESS: at 96.19% examples, 610241 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:28,467 : INFO : EPOCH 20 - PROGRESS: at 96.57% examples, 610335 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:29,469 : INFO : EPOCH 20 - PROGRESS: at 96.88% examples, 610719 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:30,488 : INFO : EPOCH 20 - PROGRESS: at 97.22% examples, 610936 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:39:31,499 : INFO : EPOCH 20 - PROGRESS: at 97.58% examples, 611114 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:32,505 : INFO : EPOCH 20 - PROGRESS: at 97.87% examples, 611532 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:33,519 : INFO : EPOCH 20 - PROGRESS: at 98.21% examples, 611755 words/s, in_qsize 8, out_qsize 0
2020-08-16 16:39:34,541 : INFO : EPOCH 20 - PROGRESS: at 98.52% examples, 612102 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:35,544 : INFO : EPOCH 20 - PROGRESS: at 98.85% examples, 612446 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:36,549 : INFO : EPOCH 20 - PROGRESS: at 99.04% examples, 613194 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:37,555 : INFO : EPOCH 20 - PROGRESS: at 99.45% examples, 613477 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:38,556 : INFO : EPOCH 20 - PROGRESS: at 99.81% examples, 613575 words/s, in_qsize 7, out_qsize 0
2020-08-16 16:39:39,001 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-08-16 16:39:39,021 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-08-16 16:39:39,027 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-08-16 16:39:39,033 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-08-16 16:39:39,034 : INFO : EPOCH - 20 : training on 206654289 raw words (151584174 effective words) took 247.0s, 613644 effective words/s
2020-08-16 16:39:39,035 : INFO : training on a 4133085780 raw words (3031662981 effective words) took 4957.1s, 611583 effective words/s

# PV-DBOW is used by default 
paragraph_model = gensim.models.doc2vec.Doc2Vec(
            vector_size = params['wv_size'], 
            window = params['wv_window'], 
            min_count = params['wv_min_count'], 
            epochs = params['wv_iter'],
            workers = params['wv_workers']
) #Parameters

#paragraph_model.build_vocab(train_corpus) #Building the vocabulary
paragraph_model.build_vocab(train_corpus, update=True) #Updating the vocabulary

2020-08-16 14:51:15,856 : INFO : collecting all words and their counts
2020-08-16 14:51:15,857 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 457787 tags
2020-08-16 14:51:16,148 : INFO : PROGRESS: at example #10000, processed 1546983 words (5358605/s), 16081 word types, 457787 tags
2020-08-16 14:51:16,452 : INFO : PROGRESS: at example #20000, processed 3199067 words (5457565/s), 20054 word types, 457787 tags
2020-08-16 14:51:16,724 : INFO : PROGRESS: at example #30000, processed 4683234 words (5478686/s), 22126 word types, 457787 tags
2020-08-16 14:51:16,987 : INFO : PROGRESS: at example #40000, processed 6093515 words (5383285/s), 24084 word types, 457787 tags
2020-08-16 14:51:17,240 : INFO : PROGRESS: at example #50000, processed 7397864 words (5164243/s), 25922 word types, 457787 tags
2020-08-16 14:51:17,505 : INFO : PROGRESS: at example #60000, processed 8787359 words (5262629/s), 27846 word types, 457787 tags
2020-08-16 14:51:17,791 : INFO : PROGRESS: at example #70000, processed 10281384 words (5244668/s), 28972 word types, 457787 tags
2020-08-16 14:51:18,112 : INFO : PROGRESS: at example #80000, processed 12032354 words (5472136/s), 30191 word types, 457787 tags
2020-08-16 14:51:18,241 : INFO : PROGRESS: at example #90000, processed 12694176 words (5194932/s), 30379 word types, 457787 tags
2020-08-16 14:51:18,341 : INFO : PROGRESS: at example #100000, processed 13215948 words (5225440/s), 30422 word types, 457787 tags
2020-08-16 14:51:18,546 : INFO : PROGRESS: at example #110000, processed 14258601 words (5110815/s), 30773 word types, 457787 tags
2020-08-16 14:51:18,829 : INFO : PROGRESS: at example #120000, processed 15766708 words (5361103/s), 31092 word types, 457787 tags
2020-08-16 14:51:19,114 : INFO : PROGRESS: at example #130000, processed 17254809 words (5225837/s), 31368 word types, 457787 tags
2020-08-16 14:51:19,394 : INFO : PROGRESS: at example #140000, processed 18743486 words (5341939/s), 31701 word types, 457787 tags
2020-08-16 14:51:19,655 : INFO : PROGRESS: at example #150000, processed 20096698 words (5207159/s), 32704 word types, 457787 tags
2020-08-16 14:51:19,939 : INFO : PROGRESS: at example #160000, processed 21593243 words (5287470/s), 33191 word types, 457787 tags
2020-08-16 14:51:20,188 : INFO : PROGRESS: at example #170000, processed 22885152 words (5202638/s), 33769 word types, 457787 tags
2020-08-16 14:51:20,459 : INFO : PROGRESS: at example #180000, processed 24289554 words (5214890/s), 34121 word types, 457787 tags
2020-08-16 14:51:20,683 : INFO : PROGRESS: at example #190000, processed 25445255 words (5166846/s), 34332 word types, 457787 tags
2020-08-16 14:51:20,969 : INFO : PROGRESS: at example #200000, processed 26945057 words (5273736/s), 34534 word types, 457787 tags
2020-08-16 14:51:21,250 : INFO : PROGRESS: at example #210000, processed 28441414 words (5328340/s), 34739 word types, 457787 tags
2020-08-16 14:51:21,529 : INFO : PROGRESS: at example #220000, processed 29897077 words (5247205/s), 35073 word types, 457787 tags
2020-08-16 14:51:21,778 : INFO : PROGRESS: at example #230000, processed 31213449 words (5292404/s), 35216 word types, 457787 tags
2020-08-16 14:51:22,065 : INFO : PROGRESS: at example #240000, processed 32695208 words (5182739/s), 35342 word types, 457787 tags
2020-08-16 14:51:22,298 : INFO : PROGRESS: at example #250000, processed 33841201 words (4940514/s), 35444 word types, 457787 tags
2020-08-16 14:51:22,579 : INFO : PROGRESS: at example #260000, processed 35311450 words (5247968/s), 35750 word types, 457787 tags
2020-08-16 14:51:22,837 : INFO : PROGRESS: at example #270000, processed 36623594 words (5107715/s), 36169 word types, 457787 tags
2020-08-16 14:51:23,103 : INFO : PROGRESS: at example #280000, processed 37999242 words (5195353/s), 36315 word types, 457787 tags
2020-08-16 14:51:23,376 : INFO : PROGRESS: at example #290000, processed 39409712 words (5185516/s), 36494 word types, 457787 tags
2020-08-16 14:51:23,613 : INFO : PROGRESS: at example #300000, processed 40603787 words (5049345/s), 36638 word types, 457787 tags
2020-08-16 14:51:23,812 : INFO : PROGRESS: at example #310000, processed 41597976 words (5043790/s), 36667 word types, 457787 tags
2020-08-16 14:51:24,070 : INFO : PROGRESS: at example #320000, processed 42923296 words (5150562/s), 36790 word types, 457787 tags
2020-08-16 14:51:24,385 : INFO : PROGRESS: at example #330000, processed 44521863 words (5090538/s), 36940 word types, 457787 tags
2020-08-16 14:51:24,677 : INFO : PROGRESS: at example #340000, processed 46023746 words (5165090/s), 37312 word types, 457787 tags
2020-08-16 14:51:25,069 : INFO : PROGRESS: at example #350000, processed 48074941 words (5244708/s), 37820 word types, 457787 tags
2020-08-16 14:51:25,303 : INFO : PROGRESS: at example #360000, processed 49280037 words (5171469/s), 37885 word types, 457787 tags
2020-08-16 14:51:25,632 : INFO : PROGRESS: at example #370000, processed 51052799 words (5393307/s), 37984 word types, 457787 tags
2020-08-16 14:51:25,896 : INFO : PROGRESS: at example #380000, processed 52425476 words (5219011/s), 38069 word types, 457787 tags
2020-08-16 14:51:26,320 : INFO : PROGRESS: at example #390000, processed 54735403 words (5463540/s), 38421 word types, 457787 tags
2020-08-16 14:51:26,688 : INFO : PROGRESS: at example #400000, processed 56614587 words (5116409/s), 38509 word types, 457787 tags
2020-08-16 14:51:27,095 : INFO : PROGRESS: at example #410000, processed 58612065 words (4920280/s), 38669 word types, 457787 tags
2020-08-16 14:51:27,639 : INFO : PROGRESS: at example #420000, processed 61301720 words (4954181/s), 38733 word types, 457787 tags
2020-08-16 14:51:28,119 : INFO : PROGRESS: at example #430000, processed 63658492 words (4919643/s), 39166 word types, 457787 tags
2020-08-16 14:51:28,420 : INFO : PROGRESS: at example #440000, processed 65191594 words (5124770/s), 39391 word types, 457787 tags
2020-08-16 14:51:28,773 : INFO : PROGRESS: at example #450000, processed 67004760 words (5139794/s), 39454 word types, 457787 tags
2020-08-16 14:51:29,080 : INFO : PROGRESS: at example #460000, processed 68603796 words (5225881/s), 39554 word types, 460000 tags
2020-08-16 14:51:29,401 : INFO : PROGRESS: at example #470000, processed 70224952 words (5064653/s), 39660 word types, 470000 tags
2020-08-16 14:51:29,742 : INFO : PROGRESS: at example #480000, processed 72008552 words (5242681/s), 39820 word types, 480000 tags
2020-08-16 14:51:30,033 : INFO : PROGRESS: at example #490000, processed 73495250 words (5129520/s), 39864 word types, 490000 tags
2020-08-16 14:51:30,368 : INFO : PROGRESS: at example #500000, processed 75239320 words (5221301/s), 40228 word types, 500000 tags
2020-08-16 14:51:30,707 : INFO : PROGRESS: at example #510000, processed 77023831 words (5287836/s), 40364 word types, 510000 tags
2020-08-16 14:51:30,998 : INFO : PROGRESS: at example #520000, processed 78509663 words (5120489/s), 40544 word types, 520000 tags
2020-08-16 14:51:31,302 : INFO : PROGRESS: at example #530000, processed 80084745 words (5196157/s), 40603 word types, 530000 tags
2020-08-16 14:51:31,582 : INFO : PROGRESS: at example #540000, processed 81521849 words (5138907/s), 40715 word types, 540000 tags
2020-08-16 14:51:31,935 : INFO : PROGRESS: at example #550000, processed 83360526 words (5222597/s), 40943 word types, 550000 tags
2020-08-16 14:51:32,197 : INFO : PROGRESS: at example #560000, processed 84668715 words (5013271/s), 41883 word types, 560000 tags
2020-08-16 14:51:32,432 : INFO : collected 42053 word types and 568294 unique tags from a corpus of 568294 examples and 85855864 words
2020-08-16 14:51:32,433 : INFO : Updating model with new vocabulary
2020-08-16 14:51:32,478 : INFO : New added 27216 unique words (39% of original 69269) and increased the count of 27216 pre-existing words (39% of original 69269)
2020-08-16 14:51:32,633 : INFO : deleting the raw counts dictionary of 42053 items
2020-08-16 14:51:32,635 : INFO : sample=0.001 downsamples 70 most-common words
2020-08-16 14:51:32,636 : INFO : downsampling leaves estimated 119132567 word corpus (138.8% of prior 85828452)
2020-08-16 14:51:32,693 : INFO : estimated required memory for 54432 words and 500 dimensions: 1381532000 bytes
2020-08-16 14:51:32,694 : INFO : updating layer weights

paragraph_model.corpus_count

---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-1-713387d8c0e6> in <module>
----> 1 paragraph_model.corpus_count

NameError: name 'paragraph_model' is not defined

paragraph_model.epochs

20

paragraph_model.train(train_corpus, total_examples=paragraph_model.corpus_count, epochs=paragraph_model.epochs) #Training the model

2020-08-16 14:52:41,750 : WARNING : Effective 'alpha' higher than previous training cycles
2020-08-16 14:52:41,752 : INFO : training model with 4 workers on 31124 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-08-16 14:52:42,768 : INFO : EPOCH 1 - PROGRESS: at 0.94% examples, 442903 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:52:43,800 : INFO : EPOCH 1 - PROGRESS: at 1.75% examples, 516742 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:52:44,804 : INFO : EPOCH 1 - PROGRESS: at 2.63% examples, 545649 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:52:45,808 : INFO : EPOCH 1 - PROGRESS: at 3.50% examples, 547856 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:52:46,821 : INFO : EPOCH 1 - PROGRESS: at 4.43% examples, 545252 words/s, in_qsize 6, out_qsize 1
2020-08-16 14:52:47,832 : INFO : EPOCH 1 - PROGRESS: at 5.34% examples, 539834 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:52:48,834 : INFO : EPOCH 1 - PROGRESS: at 6.22% examples, 539775 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:52:49,856 : INFO : EPOCH 1 - PROGRESS: at 7.09% examples, 517188 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:52:50,857 : INFO : EPOCH 1 - PROGRESS: at 8.05% examples, 509226 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:52:51,859 : INFO : EPOCH 1 - PROGRESS: at 8.89% examples, 510610 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:52:52,881 : INFO : EPOCH 1 - PROGRESS: at 9.78% examples, 514715 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:52:53,889 : INFO : EPOCH 1 - PROGRESS: at 10.73% examples, 510082 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:52:54,913 : INFO : EPOCH 1 - PROGRESS: at 11.56% examples, 513462 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:52:55,920 : INFO : EPOCH 1 - PROGRESS: at 12.50% examples, 511252 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:52:56,925 : INFO : EPOCH 1 - PROGRESS: at 13.23% examples, 519747 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:52:57,954 : INFO : EPOCH 1 - PROGRESS: at 14.15% examples, 517619 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:52:59,204 : INFO : EPOCH 1 - PROGRESS: at 15.09% examples, 497714 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:00,232 : INFO : EPOCH 1 - PROGRESS: at 16.09% examples, 475113 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:01,317 : INFO : EPOCH 1 - PROGRESS: at 17.13% examples, 459012 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:02,325 : INFO : EPOCH 1 - PROGRESS: at 18.16% examples, 448698 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:03,331 : INFO : EPOCH 1 - PROGRESS: at 19.14% examples, 449114 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:04,337 : INFO : EPOCH 1 - PROGRESS: at 20.10% examples, 448118 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:05,340 : INFO : EPOCH 1 - PROGRESS: at 20.93% examples, 454683 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:06,343 : INFO : EPOCH 1 - PROGRESS: at 21.85% examples, 458455 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:07,353 : INFO : EPOCH 1 - PROGRESS: at 22.72% examples, 461337 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:08,360 : INFO : EPOCH 1 - PROGRESS: at 23.63% examples, 462220 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:09,368 : INFO : EPOCH 1 - PROGRESS: at 24.51% examples, 464199 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:10,372 : INFO : EPOCH 1 - PROGRESS: at 25.42% examples, 464941 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:11,385 : INFO : EPOCH 1 - PROGRESS: at 26.38% examples, 466327 words/s, in_qsize 6, out_qsize 1
2020-08-16 14:53:12,393 : INFO : EPOCH 1 - PROGRESS: at 27.36% examples, 466458 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:13,400 : INFO : EPOCH 1 - PROGRESS: at 28.17% examples, 470197 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:14,412 : INFO : EPOCH 1 - PROGRESS: at 29.09% examples, 469745 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:15,414 : INFO : EPOCH 1 - PROGRESS: at 30.10% examples, 470007 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:16,433 : INFO : EPOCH 1 - PROGRESS: at 30.96% examples, 472266 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:17,433 : INFO : EPOCH 1 - PROGRESS: at 31.93% examples, 472929 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:18,445 : INFO : EPOCH 1 - PROGRESS: at 32.92% examples, 472803 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:19,457 : INFO : EPOCH 1 - PROGRESS: at 33.99% examples, 473208 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:20,483 : INFO : EPOCH 1 - PROGRESS: at 34.95% examples, 476045 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:21,489 : INFO : EPOCH 1 - PROGRESS: at 35.87% examples, 477572 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:22,493 : INFO : EPOCH 1 - PROGRESS: at 36.80% examples, 479469 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:23,501 : INFO : EPOCH 1 - PROGRESS: at 37.79% examples, 479244 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:24,507 : INFO : EPOCH 1 - PROGRESS: at 38.67% examples, 481371 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:25,522 : INFO : EPOCH 1 - PROGRESS: at 39.63% examples, 481166 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:26,527 : INFO : EPOCH 1 - PROGRESS: at 40.57% examples, 481141 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:27,542 : INFO : EPOCH 1 - PROGRESS: at 41.49% examples, 482336 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:28,547 : INFO : EPOCH 1 - PROGRESS: at 42.38% examples, 482889 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:29,568 : INFO : EPOCH 1 - PROGRESS: at 43.40% examples, 482396 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:30,573 : INFO : EPOCH 1 - PROGRESS: at 44.41% examples, 481203 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:31,576 : INFO : EPOCH 1 - PROGRESS: at 45.30% examples, 481794 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:32,581 : INFO : EPOCH 1 - PROGRESS: at 46.17% examples, 483251 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:33,583 : INFO : EPOCH 1 - PROGRESS: at 47.12% examples, 483224 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:34,605 : INFO : EPOCH 1 - PROGRESS: at 48.12% examples, 482352 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:35,609 : INFO : EPOCH 1 - PROGRESS: at 49.07% examples, 483575 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:36,610 : INFO : EPOCH 1 - PROGRESS: at 50.00% examples, 484545 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:37,637 : INFO : EPOCH 1 - PROGRESS: at 50.94% examples, 484829 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:38,640 : INFO : EPOCH 1 - PROGRESS: at 51.81% examples, 484599 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:39,678 : INFO : EPOCH 1 - PROGRESS: at 52.73% examples, 482312 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:40,682 : INFO : EPOCH 1 - PROGRESS: at 53.66% examples, 480494 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:41,701 : INFO : EPOCH 1 - PROGRESS: at 54.56% examples, 478645 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:42,728 : INFO : EPOCH 1 - PROGRESS: at 55.34% examples, 478459 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:43,734 : INFO : EPOCH 1 - PROGRESS: at 56.32% examples, 478376 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:44,736 : INFO : EPOCH 1 - PROGRESS: at 57.17% examples, 479330 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:45,738 : INFO : EPOCH 1 - PROGRESS: at 58.01% examples, 480719 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:46,751 : INFO : EPOCH 1 - PROGRESS: at 58.86% examples, 481983 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:47,783 : INFO : EPOCH 1 - PROGRESS: at 59.78% examples, 481867 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:48,800 : INFO : EPOCH 1 - PROGRESS: at 60.60% examples, 483760 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:49,808 : INFO : EPOCH 1 - PROGRESS: at 61.34% examples, 486171 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:50,822 : INFO : EPOCH 1 - PROGRESS: at 62.16% examples, 486990 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:51,828 : INFO : EPOCH 1 - PROGRESS: at 63.17% examples, 486455 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:52,836 : INFO : EPOCH 1 - PROGRESS: at 64.14% examples, 485978 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:53,842 : INFO : EPOCH 1 - PROGRESS: at 64.89% examples, 488237 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:54,882 : INFO : EPOCH 1 - PROGRESS: at 65.73% examples, 489188 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:55,885 : INFO : EPOCH 1 - PROGRESS: at 66.66% examples, 489218 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:53:56,888 : INFO : EPOCH 1 - PROGRESS: at 67.59% examples, 488960 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:57,888 : INFO : EPOCH 1 - PROGRESS: at 68.23% examples, 491543 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:58,908 : INFO : EPOCH 1 - PROGRESS: at 69.00% examples, 492992 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:53:59,913 : INFO : EPOCH 1 - PROGRESS: at 69.81% examples, 494331 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:54:00,916 : INFO : EPOCH 1 - PROGRESS: at 70.58% examples, 496164 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:54:01,924 : INFO : EPOCH 1 - PROGRESS: at 71.39% examples, 497398 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:54:02,937 : INFO : EPOCH 1 - PROGRESS: at 72.09% examples, 499243 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:54:03,946 : INFO : EPOCH 1 - PROGRESS: at 72.71% examples, 501516 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:54:04,947 : INFO : EPOCH 1 - PROGRESS: at 73.31% examples, 503825 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:54:05,958 : INFO : EPOCH 1 - PROGRESS: at 73.97% examples, 505971 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:54:06,967 : INFO : EPOCH 1 - PROGRESS: at 74.61% examples, 508013 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:54:07,968 : INFO : EPOCH 1 - PROGRESS: at 75.25% examples, 509663 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:54:08,972 : INFO : EPOCH 1 - PROGRESS: at 76.09% examples, 510605 words/s, in_qsize 8, out_qsize 0
2020-08-16 14:54:09,983 : INFO : EPOCH 1 - PROGRESS: at 76.95% examples, 511065 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:54:10,986 : INFO : EPOCH 1 - PROGRESS: at 77.82% examples, 511153 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:54:11,991 : INFO : EPOCH 1 - PROGRESS: at 78.61% examples, 512029 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:54:13,009 : INFO : EPOCH 1 - PROGRESS: at 79.51% examples, 512667 words/s, in_qsize 7, out_qsize 0
2020-08-16 14:54:14,009 : INFO : EPOCH 1 - PROGRESS: at 80.35% examples, 513717 words/s, in_qsize 7, out_qsize 0

SaveModel(paragraph_model, params=params, model_type='doc2vec',description='py-java-PVDBOW-500-20E-32k-c') #PVDBOW, 500 embeddings, 10 epochs

2020-08-16 16:39:39,041 : INFO : saving Doc2Vec object under ../../data/test_data/models/[doc2vec-py-java-PVDBOW-500-20E-32k-c-1597595979.041381].model, separately None
2020-08-16 16:39:39,042 : INFO : storing np array 'syn1neg' to ../../data/test_data/models/[doc2vec-py-java-PVDBOW-500-20E-32k-c-1597595979.041381].model.trainables.syn1neg.npy
2020-08-16 16:39:44,588 : INFO : storing np array 'vectors' to ../../data/test_data/models/[doc2vec-py-java-PVDBOW-500-20E-32k-c-1597595979.041381].model.wv.vectors.npy
2020-08-16 16:39:50,137 : INFO : storing np array 'vectors_docs' to ../../data/test_data/models/[doc2vec-py-java-PVDBOW-500-20E-32k-c-1597595979.041381].model.docvecs.vectors_docs.npy
2020-08-16 16:42:46,311 : INFO : saved ../../data/test_data/models/[doc2vec-py-java-PVDBOW-500-20E-32k-c-1597595979.041381].model
2020-08-16 16:42:46,313 : INFO : Saving in...../../data/test_data/models/[doc2vec-py-java-PVDBOW-500-20E-32k-c-1597595979.041381].model

1597588134.756858

paragraph_model = LoadDoc2vec(1597588134.756858, params=params, model_type='doc2vec', description = 'py-PVDBOW-500-20E-32k-c')

2020-08-16 14:51:04,702 : INFO : loading Doc2Vec object from ../../data/test_data/models/[doc2vec-py-PVDBOW-500-20E-32k-c-1597588134.756858].model
2020-08-16 14:51:04,766 : INFO : loading vocabulary recursively from ../../data/test_data/models/[doc2vec-py-PVDBOW-500-20E-32k-c-1597588134.756858].model.vocabulary.* with mmap=None
2020-08-16 14:51:04,767 : INFO : loading trainables recursively from ../../data/test_data/models/[doc2vec-py-PVDBOW-500-20E-32k-c-1597588134.756858].model.trainables.* with mmap=None
2020-08-16 14:51:04,768 : INFO : loading syn1neg from ../../data/test_data/models/[doc2vec-py-PVDBOW-500-20E-32k-c-1597588134.756858].model.trainables.syn1neg.npy with mmap=None
2020-08-16 14:51:04,790 : INFO : loading wv recursively from ../../data/test_data/models/[doc2vec-py-PVDBOW-500-20E-32k-c-1597588134.756858].model.wv.* with mmap=None
2020-08-16 14:51:04,791 : INFO : loading vectors from ../../data/test_data/models/[doc2vec-py-PVDBOW-500-20E-32k-c-1597588134.756858].model.wv.vectors.npy with mmap=None
2020-08-16 14:51:04,811 : INFO : loading docvecs recursively from ../../data/test_data/models/[doc2vec-py-PVDBOW-500-20E-32k-c-1597588134.756858].model.docvecs.* with mmap=None
2020-08-16 14:51:04,812 : INFO : loading vectors_docs from ../../data/test_data/models/[doc2vec-py-PVDBOW-500-20E-32k-c-1597588134.756858].model.docvecs.vectors_docs.npy with mmap=None
2020-08-16 14:51:05,055 : INFO : loaded ../../data/test_data/models/[doc2vec-py-PVDBOW-500-20E-32k-c-1597588134.756858].model

Onine Training from TensorFlow Wikipedia¶

paragraph_model = LoadDoc2vec(1595514224.303453, params=params, model_type='doc2vec', description = 'Java-py-PVDBOW-500-20E-32k')

2020-07-23 15:58:59,793 : INFO : loading Doc2Vec object from test_data/models/[doc2vec-Java-py-PVDBOW-500-20E-32k-1595514224.303453].model
2020-07-23 15:58:59,890 : INFO : loading vocabulary recursively from test_data/models/[doc2vec-Java-py-PVDBOW-500-20E-32k-1595514224.303453].model.vocabulary.* with mmap=None
2020-07-23 15:58:59,892 : INFO : loading trainables recursively from test_data/models/[doc2vec-Java-py-PVDBOW-500-20E-32k-1595514224.303453].model.trainables.* with mmap=None
2020-07-23 15:58:59,893 : INFO : loading syn1neg from test_data/models/[doc2vec-Java-py-PVDBOW-500-20E-32k-1595514224.303453].model.trainables.syn1neg.npy with mmap=None
2020-07-23 15:58:59,930 : INFO : loading wv recursively from test_data/models/[doc2vec-Java-py-PVDBOW-500-20E-32k-1595514224.303453].model.wv.* with mmap=None
2020-07-23 15:58:59,931 : INFO : loading vectors from test_data/models/[doc2vec-Java-py-PVDBOW-500-20E-32k-1595514224.303453].model.wv.vectors.npy with mmap=None
2020-07-23 15:58:59,960 : INFO : loading docvecs recursively from test_data/models/[doc2vec-Java-py-PVDBOW-500-20E-32k-1595514224.303453].model.docvecs.* with mmap=None
2020-07-23 15:58:59,961 : INFO : loading vectors_docs from test_data/models/[doc2vec-Java-py-PVDBOW-500-20E-32k-1595514224.303453].model.docvecs.vectors_docs.npy with mmap=None
2020-07-23 15:59:00,181 : INFO : loaded test_data/models/[doc2vec-Java-py-PVDBOW-500-20E-32k-1595514224.303453].model

#BPE Preprocessing
checkpoint = 0
for ex in tfds.as_numpy(ds):
    more_sentences = [ sp_bpe.encode_as_pieces( doc.decode("utf-8") ) for doc in ex['text']]
    train_corpus = [gensim.models.doc2vec.TaggedDocument(i[1], [i[0]]) for i in enumerate(more_sentences)]
    #print (ex)
    paragraph_model.build_vocab(train_corpus, update=True)
    paragraph_model.train(train_corpus, total_examples=paragraph_model.corpus_count, epochs=paragraph_model.iter)
    SaveModel(paragraph_model, params=params, model_type='doc2vec', description='Java-Py-Wiki-PVDBOW-500-20E-32k['+str(checkpoint)+']')
    checkpoint = checkpoint + 1

2020-07-23 16:19:21,985 : INFO : collecting all words and their counts
2020-07-23 16:19:21,986 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-23 16:19:23,397 : INFO : PROGRESS: at example #10000, processed 6653710 words (4717617/s), 33622 word types, 454451 tags
2020-07-23 16:19:24,847 : INFO : PROGRESS: at example #20000, processed 13388980 words (4648019/s), 35199 word types, 454451 tags
2020-07-23 16:19:26,290 : INFO : PROGRESS: at example #30000, processed 20068713 words (4632981/s), 36509 word types, 454451 tags
2020-07-23 16:19:27,756 : INFO : PROGRESS: at example #40000, processed 26820580 words (4606078/s), 37959 word types, 454451 tags
2020-07-23 16:19:29,220 : INFO : PROGRESS: at example #50000, processed 33476084 words (4552335/s), 39372 word types, 454451 tags
2020-07-23 16:19:30,646 : INFO : PROGRESS: at example #60000, processed 39933977 words (4530210/s), 41022 word types, 454451 tags
2020-07-23 16:19:32,095 : INFO : PROGRESS: at example #70000, processed 46480049 words (4519673/s), 42260 word types, 454451 tags
2020-07-23 16:19:33,571 : INFO : PROGRESS: at example #80000, processed 53158092 words (4528458/s), 43719 word types, 454451 tags
2020-07-23 16:19:35,064 : INFO : PROGRESS: at example #90000, processed 59870772 words (4499320/s), 44985 word types, 454451 tags
2020-07-23 16:19:36,553 : INFO : PROGRESS: at example #100000, processed 66549683 words (4486971/s), 46516 word types, 454451 tags
2020-07-23 16:19:38,033 : INFO : PROGRESS: at example #110000, processed 73179032 words (4482275/s), 47605 word types, 454451 tags
2020-07-23 16:19:39,515 : INFO : PROGRESS: at example #120000, processed 79779270 words (4457366/s), 48663 word types, 454451 tags
2020-07-23 16:19:41,040 : INFO : PROGRESS: at example #130000, processed 86579240 words (4462252/s), 50355 word types, 454451 tags
2020-07-23 16:19:42,522 : INFO : PROGRESS: at example #140000, processed 93165553 words (4446107/s), 52069 word types, 454451 tags
2020-07-23 16:19:44,055 : INFO : PROGRESS: at example #150000, processed 99976439 words (4447139/s), 54102 word types, 454451 tags
2020-07-23 16:19:45,572 : INFO : PROGRESS: at example #160000, processed 106749298 words (4466720/s), 55748 word types, 454451 tags
2020-07-23 16:19:47,101 : INFO : PROGRESS: at example #170000, processed 113552996 words (4454830/s), 57132 word types, 454451 tags
2020-07-23 16:19:48,581 : INFO : PROGRESS: at example #180000, processed 120104061 words (4428104/s), 58815 word types, 454451 tags
2020-07-23 16:19:50,126 : INFO : PROGRESS: at example #190000, processed 127009387 words (4471543/s), 60001 word types, 454451 tags
2020-07-23 16:19:51,569 : INFO : PROGRESS: at example #200000, processed 133417983 words (4444745/s), 61476 word types, 454451 tags
2020-07-23 16:19:53,046 : INFO : PROGRESS: at example #210000, processed 140020371 words (4473783/s), 62907 word types, 454451 tags
2020-07-23 16:19:54,593 : INFO : PROGRESS: at example #220000, processed 146956054 words (4486191/s), 64339 word types, 454451 tags
2020-07-23 16:19:56,083 : INFO : PROGRESS: at example #230000, processed 153602843 words (4465017/s), 65516 word types, 454451 tags
2020-07-23 16:19:57,532 : INFO : PROGRESS: at example #240000, processed 160086191 words (4475918/s), 67986 word types, 454451 tags
2020-07-23 16:19:58,997 : INFO : PROGRESS: at example #250000, processed 166605950 words (4453402/s), 69103 word types, 454451 tags
2020-07-23 16:20:00,495 : INFO : PROGRESS: at example #260000, processed 173303138 words (4475246/s), 70389 word types, 454451 tags
2020-07-23 16:20:01,931 : INFO : PROGRESS: at example #270000, processed 179724914 words (4472740/s), 72442 word types, 454451 tags
2020-07-23 16:20:03,370 : INFO : PROGRESS: at example #280000, processed 186148882 words (4468747/s), 74030 word types, 454451 tags
2020-07-23 16:20:04,844 : INFO : PROGRESS: at example #290000, processed 192716133 words (4457238/s), 75145 word types, 454451 tags
2020-07-23 16:20:06,349 : INFO : PROGRESS: at example #300000, processed 199408690 words (4451211/s), 76525 word types, 454451 tags
2020-07-23 16:20:07,847 : INFO : PROGRESS: at example #310000, processed 206117390 words (4480994/s), 78099 word types, 454451 tags
2020-07-23 16:20:09,324 : INFO : PROGRESS: at example #320000, processed 212707555 words (4464698/s), 79301 word types, 454451 tags
2020-07-23 16:20:10,844 : INFO : PROGRESS: at example #330000, processed 219507891 words (4477578/s), 80495 word types, 454451 tags
2020-07-23 16:20:12,346 : INFO : PROGRESS: at example #340000, processed 226214890 words (4468933/s), 81526 word types, 454451 tags
2020-07-23 16:20:13,845 : INFO : PROGRESS: at example #350000, processed 232918326 words (4473520/s), 82873 word types, 454451 tags
2020-07-23 16:20:15,303 : INFO : PROGRESS: at example #360000, processed 239436686 words (4473095/s), 84664 word types, 454451 tags
2020-07-23 16:20:16,814 : INFO : PROGRESS: at example #370000, processed 246171248 words (4461363/s), 85603 word types, 454451 tags
2020-07-23 16:20:18,324 : INFO : PROGRESS: at example #380000, processed 252916735 words (4469399/s), 86929 word types, 454451 tags
2020-07-23 16:20:19,813 : INFO : PROGRESS: at example #390000, processed 259477354 words (4411126/s), 88154 word types, 454451 tags
2020-07-23 16:20:21,312 : INFO : collected 89666 word types and 454451 unique tags from a corpus of 400000 examples and 266061151 words
2020-07-23 16:20:21,312 : INFO : Updating model with new vocabulary
2020-07-23 16:20:21,475 : INFO : New added 89666 unique words (50% of original 179332) and increased the count of 89666 pre-existing words (50% of original 179332)
2020-07-23 16:20:22,004 : INFO : deleting the raw counts dictionary of 89666 items
2020-07-23 16:20:22,009 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-23 16:20:22,010 : INFO : downsampling leaves estimated 420702820 word corpus (158.1% of prior 266061151)
2020-07-23 16:20:22,211 : INFO : estimated required memory for 179332 words and 500 dimensions: 1715896000 bytes
2020-07-23 16:20:22,212 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-23 16:20:34,836 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-23 16:20:34,837 : INFO : training model with 4 workers on 117197 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-23 16:20:35,852 : INFO : EPOCH 1 - PROGRESS: at 0.37% examples, 704739 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:20:36,857 : INFO : EPOCH 1 - PROGRESS: at 0.74% examples, 730424 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:37,860 : INFO : EPOCH 1 - PROGRESS: at 1.08% examples, 734692 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:20:38,863 : INFO : EPOCH 1 - PROGRESS: at 1.43% examples, 734628 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:39,875 : INFO : EPOCH 1 - PROGRESS: at 1.80% examples, 734512 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:40,885 : INFO : EPOCH 1 - PROGRESS: at 2.16% examples, 736222 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:41,893 : INFO : EPOCH 1 - PROGRESS: at 2.49% examples, 736999 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:42,907 : INFO : EPOCH 1 - PROGRESS: at 2.86% examples, 736421 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:43,928 : INFO : EPOCH 1 - PROGRESS: at 3.21% examples, 736631 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:20:44,933 : INFO : EPOCH 1 - PROGRESS: at 3.55% examples, 736971 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:45,958 : INFO : EPOCH 1 - PROGRESS: at 3.94% examples, 737557 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:46,969 : INFO : EPOCH 1 - PROGRESS: at 4.28% examples, 738758 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:47,972 : INFO : EPOCH 1 - PROGRESS: at 4.64% examples, 739025 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:48,993 : INFO : EPOCH 1 - PROGRESS: at 4.99% examples, 738984 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:49,993 : INFO : EPOCH 1 - PROGRESS: at 5.33% examples, 739270 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:51,013 : INFO : EPOCH 1 - PROGRESS: at 5.71% examples, 738670 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:52,024 : INFO : EPOCH 1 - PROGRESS: at 6.06% examples, 738660 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:53,025 : INFO : EPOCH 1 - PROGRESS: at 6.43% examples, 739066 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:54,029 : INFO : EPOCH 1 - PROGRESS: at 6.76% examples, 739738 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:55,045 : INFO : EPOCH 1 - PROGRESS: at 7.12% examples, 739442 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:56,047 : INFO : EPOCH 1 - PROGRESS: at 7.50% examples, 739261 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:57,049 : INFO : EPOCH 1 - PROGRESS: at 7.85% examples, 739627 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:20:58,056 : INFO : EPOCH 1 - PROGRESS: at 8.19% examples, 738908 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:20:59,059 : INFO : EPOCH 1 - PROGRESS: at 8.53% examples, 738214 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:00,063 : INFO : EPOCH 1 - PROGRESS: at 8.87% examples, 734876 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:01,072 : INFO : EPOCH 1 - PROGRESS: at 9.20% examples, 733761 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:02,075 : INFO : EPOCH 1 - PROGRESS: at 9.55% examples, 734246 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:03,078 : INFO : EPOCH 1 - PROGRESS: at 9.90% examples, 734773 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:21:04,087 : INFO : EPOCH 1 - PROGRESS: at 10.28% examples, 734868 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:05,089 : INFO : EPOCH 1 - PROGRESS: at 10.64% examples, 735430 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:06,101 : INFO : EPOCH 1 - PROGRESS: at 11.00% examples, 735584 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:07,108 : INFO : EPOCH 1 - PROGRESS: at 11.36% examples, 735715 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:08,108 : INFO : EPOCH 1 - PROGRESS: at 11.70% examples, 736290 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:09,113 : INFO : EPOCH 1 - PROGRESS: at 12.08% examples, 736294 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:10,114 : INFO : EPOCH 1 - PROGRESS: at 12.44% examples, 736442 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:11,114 : INFO : EPOCH 1 - PROGRESS: at 12.81% examples, 736646 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:12,117 : INFO : EPOCH 1 - PROGRESS: at 13.18% examples, 736645 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:13,133 : INFO : EPOCH 1 - PROGRESS: at 13.57% examples, 736702 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:14,135 : INFO : EPOCH 1 - PROGRESS: at 13.91% examples, 737201 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:15,137 : INFO : EPOCH 1 - PROGRESS: at 14.29% examples, 737414 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:16,139 : INFO : EPOCH 1 - PROGRESS: at 14.66% examples, 737338 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:21:17,147 : INFO : EPOCH 1 - PROGRESS: at 15.03% examples, 737653 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:18,160 : INFO : EPOCH 1 - PROGRESS: at 15.42% examples, 737587 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:19,167 : INFO : EPOCH 1 - PROGRESS: at 15.77% examples, 737616 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:20,170 : INFO : EPOCH 1 - PROGRESS: at 16.15% examples, 737522 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:21,171 : INFO : EPOCH 1 - PROGRESS: at 16.53% examples, 737805 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:22,175 : INFO : EPOCH 1 - PROGRESS: at 16.89% examples, 737930 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:21:23,177 : INFO : EPOCH 1 - PROGRESS: at 17.22% examples, 738098 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:24,178 : INFO : EPOCH 1 - PROGRESS: at 17.58% examples, 738342 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:25,183 : INFO : EPOCH 1 - PROGRESS: at 17.94% examples, 738277 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:26,186 : INFO : EPOCH 1 - PROGRESS: at 18.31% examples, 738495 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:27,189 : INFO : EPOCH 1 - PROGRESS: at 18.66% examples, 738653 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:28,190 : INFO : EPOCH 1 - PROGRESS: at 19.01% examples, 738786 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:29,191 : INFO : EPOCH 1 - PROGRESS: at 19.36% examples, 738969 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:21:30,194 : INFO : EPOCH 1 - PROGRESS: at 19.74% examples, 739140 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:21:31,196 : INFO : EPOCH 1 - PROGRESS: at 20.10% examples, 739264 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:32,202 : INFO : EPOCH 1 - PROGRESS: at 20.45% examples, 739268 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:33,218 : INFO : EPOCH 1 - PROGRESS: at 20.83% examples, 739166 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:34,231 : INFO : EPOCH 1 - PROGRESS: at 21.20% examples, 739207 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:35,231 : INFO : EPOCH 1 - PROGRESS: at 21.56% examples, 739313 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:36,235 : INFO : EPOCH 1 - PROGRESS: at 21.92% examples, 739434 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:37,254 : INFO : EPOCH 1 - PROGRESS: at 22.30% examples, 739277 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:38,258 : INFO : EPOCH 1 - PROGRESS: at 22.63% examples, 739533 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:39,267 : INFO : EPOCH 1 - PROGRESS: at 23.01% examples, 739557 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:40,268 : INFO : EPOCH 1 - PROGRESS: at 23.37% examples, 739772 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:41,272 : INFO : EPOCH 1 - PROGRESS: at 23.74% examples, 740007 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:42,285 : INFO : EPOCH 1 - PROGRESS: at 24.12% examples, 739866 words/s, in_qsize 8, out_qsize 1
2020-07-23 16:21:43,287 : INFO : EPOCH 1 - PROGRESS: at 24.47% examples, 739932 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:44,299 : INFO : EPOCH 1 - PROGRESS: at 24.82% examples, 740081 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:45,310 : INFO : EPOCH 1 - PROGRESS: at 25.17% examples, 740052 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:46,311 : INFO : EPOCH 1 - PROGRESS: at 25.53% examples, 740161 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:47,312 : INFO : EPOCH 1 - PROGRESS: at 25.86% examples, 740124 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:48,314 : INFO : EPOCH 1 - PROGRESS: at 26.23% examples, 740130 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:49,323 : INFO : EPOCH 1 - PROGRESS: at 26.63% examples, 740244 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:50,330 : INFO : EPOCH 1 - PROGRESS: at 27.01% examples, 740230 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:21:51,343 : INFO : EPOCH 1 - PROGRESS: at 27.36% examples, 740279 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:52,352 : INFO : EPOCH 1 - PROGRESS: at 27.76% examples, 740224 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:53,353 : INFO : EPOCH 1 - PROGRESS: at 28.14% examples, 740153 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:54,353 : INFO : EPOCH 1 - PROGRESS: at 28.49% examples, 740245 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:55,355 : INFO : EPOCH 1 - PROGRESS: at 28.88% examples, 740342 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:56,358 : INFO : EPOCH 1 - PROGRESS: at 29.26% examples, 740367 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:57,364 : INFO : EPOCH 1 - PROGRESS: at 29.62% examples, 740375 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:58,369 : INFO : EPOCH 1 - PROGRESS: at 29.94% examples, 740408 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:21:59,380 : INFO : EPOCH 1 - PROGRESS: at 30.29% examples, 740528 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:00,393 : INFO : EPOCH 1 - PROGRESS: at 30.63% examples, 740412 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:01,396 : INFO : EPOCH 1 - PROGRESS: at 31.01% examples, 740559 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:02,406 : INFO : EPOCH 1 - PROGRESS: at 31.36% examples, 740616 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:03,413 : INFO : EPOCH 1 - PROGRESS: at 31.74% examples, 740663 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:22:04,415 : INFO : EPOCH 1 - PROGRESS: at 32.06% examples, 740808 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:05,432 : INFO : EPOCH 1 - PROGRESS: at 32.41% examples, 740834 words/s, in_qsize 6, out_qsize 2
2020-07-23 16:22:06,434 : INFO : EPOCH 1 - PROGRESS: at 32.75% examples, 740922 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:07,439 : INFO : EPOCH 1 - PROGRESS: at 33.14% examples, 740989 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:08,451 : INFO : EPOCH 1 - PROGRESS: at 33.49% examples, 740979 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:09,462 : INFO : EPOCH 1 - PROGRESS: at 33.88% examples, 741044 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:10,467 : INFO : EPOCH 1 - PROGRESS: at 34.22% examples, 741140 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:11,489 : INFO : EPOCH 1 - PROGRESS: at 34.60% examples, 741145 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:12,491 : INFO : EPOCH 1 - PROGRESS: at 34.98% examples, 741047 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:13,508 : INFO : EPOCH 1 - PROGRESS: at 35.33% examples, 741100 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:14,513 : INFO : EPOCH 1 - PROGRESS: at 35.68% examples, 741175 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:22:15,523 : INFO : EPOCH 1 - PROGRESS: at 36.03% examples, 741303 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:16,532 : INFO : EPOCH 1 - PROGRESS: at 36.41% examples, 741398 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:17,548 : INFO : EPOCH 1 - PROGRESS: at 36.74% examples, 741467 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:18,549 : INFO : EPOCH 1 - PROGRESS: at 37.09% examples, 741480 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:19,554 : INFO : EPOCH 1 - PROGRESS: at 37.47% examples, 741520 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:20,560 : INFO : EPOCH 1 - PROGRESS: at 37.84% examples, 741452 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:21,563 : INFO : EPOCH 1 - PROGRESS: at 38.19% examples, 741583 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:22,565 : INFO : EPOCH 1 - PROGRESS: at 38.54% examples, 741702 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:23,566 : INFO : EPOCH 1 - PROGRESS: at 38.89% examples, 741749 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:24,570 : INFO : EPOCH 1 - PROGRESS: at 39.26% examples, 741658 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:25,591 : INFO : EPOCH 1 - PROGRESS: at 39.63% examples, 741641 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:26,604 : INFO : EPOCH 1 - PROGRESS: at 39.98% examples, 741640 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:27,624 : INFO : EPOCH 1 - PROGRESS: at 40.34% examples, 741710 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:28,631 : INFO : EPOCH 1 - PROGRESS: at 40.70% examples, 741770 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:29,638 : INFO : EPOCH 1 - PROGRESS: at 41.06% examples, 741750 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:30,650 : INFO : EPOCH 1 - PROGRESS: at 41.40% examples, 741681 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:31,667 : INFO : EPOCH 1 - PROGRESS: at 41.76% examples, 741780 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:32,668 : INFO : EPOCH 1 - PROGRESS: at 42.11% examples, 741826 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:33,680 : INFO : EPOCH 1 - PROGRESS: at 42.48% examples, 741820 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:34,682 : INFO : EPOCH 1 - PROGRESS: at 42.86% examples, 741874 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:35,687 : INFO : EPOCH 1 - PROGRESS: at 43.20% examples, 741917 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:36,689 : INFO : EPOCH 1 - PROGRESS: at 43.57% examples, 741937 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:37,699 : INFO : EPOCH 1 - PROGRESS: at 43.92% examples, 741863 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:22:38,705 : INFO : EPOCH 1 - PROGRESS: at 44.29% examples, 741884 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:22:39,708 : INFO : EPOCH 1 - PROGRESS: at 44.66% examples, 741915 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:22:40,711 : INFO : EPOCH 1 - PROGRESS: at 45.03% examples, 741961 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:41,715 : INFO : EPOCH 1 - PROGRESS: at 45.39% examples, 742009 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:42,720 : INFO : EPOCH 1 - PROGRESS: at 45.74% examples, 742103 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:43,731 : INFO : EPOCH 1 - PROGRESS: at 46.10% examples, 742040 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:44,738 : INFO : EPOCH 1 - PROGRESS: at 46.44% examples, 742085 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:22:45,744 : INFO : EPOCH 1 - PROGRESS: at 46.81% examples, 742116 words/s, in_qsize 8, out_qsize 1
2020-07-23 16:22:46,756 : INFO : EPOCH 1 - PROGRESS: at 47.14% examples, 742091 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:47,771 : INFO : EPOCH 1 - PROGRESS: at 47.51% examples, 742043 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:48,779 : INFO : EPOCH 1 - PROGRESS: at 47.90% examples, 742109 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:49,804 : INFO : EPOCH 1 - PROGRESS: at 48.27% examples, 742118 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:22:50,814 : INFO : EPOCH 1 - PROGRESS: at 48.68% examples, 742138 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:51,815 : INFO : EPOCH 1 - PROGRESS: at 49.02% examples, 742070 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:22:52,828 : INFO : EPOCH 1 - PROGRESS: at 49.38% examples, 741961 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:22:53,833 : INFO : EPOCH 1 - PROGRESS: at 49.74% examples, 742072 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:54,834 : INFO : EPOCH 1 - PROGRESS: at 50.10% examples, 742055 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:55,840 : INFO : EPOCH 1 - PROGRESS: at 50.46% examples, 742033 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:56,849 : INFO : EPOCH 1 - PROGRESS: at 50.84% examples, 742093 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:22:57,856 : INFO : EPOCH 1 - PROGRESS: at 51.20% examples, 742116 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:22:58,864 : INFO : EPOCH 1 - PROGRESS: at 51.60% examples, 742085 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:22:59,868 : INFO : EPOCH 1 - PROGRESS: at 51.95% examples, 742161 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:00,873 : INFO : EPOCH 1 - PROGRESS: at 52.31% examples, 742180 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:01,889 : INFO : EPOCH 1 - PROGRESS: at 52.66% examples, 742159 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:02,891 : INFO : EPOCH 1 - PROGRESS: at 53.04% examples, 742244 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:23:03,894 : INFO : EPOCH 1 - PROGRESS: at 53.37% examples, 742255 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:04,905 : INFO : EPOCH 1 - PROGRESS: at 53.74% examples, 742244 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:05,909 : INFO : EPOCH 1 - PROGRESS: at 54.11% examples, 742325 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:06,925 : INFO : EPOCH 1 - PROGRESS: at 54.44% examples, 742365 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:23:07,932 : INFO : EPOCH 1 - PROGRESS: at 54.78% examples, 742438 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:08,953 : INFO : EPOCH 1 - PROGRESS: at 55.16% examples, 742389 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:09,953 : INFO : EPOCH 1 - PROGRESS: at 55.52% examples, 742355 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:10,956 : INFO : EPOCH 1 - PROGRESS: at 55.86% examples, 742470 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:23:11,959 : INFO : EPOCH 1 - PROGRESS: at 56.24% examples, 742463 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:12,967 : INFO : EPOCH 1 - PROGRESS: at 56.58% examples, 742486 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:13,967 : INFO : EPOCH 1 - PROGRESS: at 56.95% examples, 742477 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:14,976 : INFO : EPOCH 1 - PROGRESS: at 57.30% examples, 742491 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:15,977 : INFO : EPOCH 1 - PROGRESS: at 57.66% examples, 742486 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:16,980 : INFO : EPOCH 1 - PROGRESS: at 58.02% examples, 742501 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:17,985 : INFO : EPOCH 1 - PROGRESS: at 58.39% examples, 742452 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:18,986 : INFO : EPOCH 1 - PROGRESS: at 58.75% examples, 742463 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:23:19,990 : INFO : EPOCH 1 - PROGRESS: at 59.12% examples, 742418 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:23:20,993 : INFO : EPOCH 1 - PROGRESS: at 59.51% examples, 742467 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:21,995 : INFO : EPOCH 1 - PROGRESS: at 59.89% examples, 742441 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:23,014 : INFO : EPOCH 1 - PROGRESS: at 60.26% examples, 742431 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:24,020 : INFO : EPOCH 1 - PROGRESS: at 60.62% examples, 742452 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:25,022 : INFO : EPOCH 1 - PROGRESS: at 60.99% examples, 742415 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:26,024 : INFO : EPOCH 1 - PROGRESS: at 61.36% examples, 742416 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:27,027 : INFO : EPOCH 1 - PROGRESS: at 61.72% examples, 742443 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:28,032 : INFO : EPOCH 1 - PROGRESS: at 62.08% examples, 742428 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:29,034 : INFO : EPOCH 1 - PROGRESS: at 62.43% examples, 742432 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:30,046 : INFO : EPOCH 1 - PROGRESS: at 62.79% examples, 742429 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:31,051 : INFO : EPOCH 1 - PROGRESS: at 63.14% examples, 742422 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:32,057 : INFO : EPOCH 1 - PROGRESS: at 63.49% examples, 742451 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:33,068 : INFO : EPOCH 1 - PROGRESS: at 63.87% examples, 742466 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:34,072 : INFO : EPOCH 1 - PROGRESS: at 64.23% examples, 742490 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:35,077 : INFO : EPOCH 1 - PROGRESS: at 64.61% examples, 742420 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:36,079 : INFO : EPOCH 1 - PROGRESS: at 64.98% examples, 742469 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:37,079 : INFO : EPOCH 1 - PROGRESS: at 65.34% examples, 742494 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:38,083 : INFO : EPOCH 1 - PROGRESS: at 65.74% examples, 742350 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:39,089 : INFO : EPOCH 1 - PROGRESS: at 66.07% examples, 742310 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:23:40,090 : INFO : EPOCH 1 - PROGRESS: at 66.39% examples, 741766 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:41,107 : INFO : EPOCH 1 - PROGRESS: at 66.75% examples, 741566 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:42,120 : INFO : EPOCH 1 - PROGRESS: at 67.13% examples, 741555 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:43,123 : INFO : EPOCH 1 - PROGRESS: at 67.50% examples, 741612 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:44,148 : INFO : EPOCH 1 - PROGRESS: at 67.89% examples, 741591 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:23:45,158 : INFO : EPOCH 1 - PROGRESS: at 68.26% examples, 741571 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:46,159 : INFO : EPOCH 1 - PROGRESS: at 68.64% examples, 741555 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:47,162 : INFO : EPOCH 1 - PROGRESS: at 68.98% examples, 741596 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:48,169 : INFO : EPOCH 1 - PROGRESS: at 69.35% examples, 741606 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:49,169 : INFO : EPOCH 1 - PROGRESS: at 69.73% examples, 741696 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:23:50,180 : INFO : EPOCH 1 - PROGRESS: at 70.11% examples, 741628 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:51,181 : INFO : EPOCH 1 - PROGRESS: at 70.48% examples, 741682 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:23:52,198 : INFO : EPOCH 1 - PROGRESS: at 70.84% examples, 741673 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:53,211 : INFO : EPOCH 1 - PROGRESS: at 71.20% examples, 741713 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:54,214 : INFO : EPOCH 1 - PROGRESS: at 71.58% examples, 741739 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:55,222 : INFO : EPOCH 1 - PROGRESS: at 71.95% examples, 741749 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:56,231 : INFO : EPOCH 1 - PROGRESS: at 72.30% examples, 741783 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:57,235 : INFO : EPOCH 1 - PROGRESS: at 72.66% examples, 741747 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:58,253 : INFO : EPOCH 1 - PROGRESS: at 73.03% examples, 741704 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:23:59,255 : INFO : EPOCH 1 - PROGRESS: at 73.39% examples, 741736 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:00,257 : INFO : EPOCH 1 - PROGRESS: at 73.74% examples, 741702 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:01,257 : INFO : EPOCH 1 - PROGRESS: at 74.12% examples, 741727 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:02,268 : INFO : EPOCH 1 - PROGRESS: at 74.44% examples, 741704 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:03,271 : INFO : EPOCH 1 - PROGRESS: at 74.80% examples, 741717 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:04,284 : INFO : EPOCH 1 - PROGRESS: at 75.16% examples, 741711 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:24:05,299 : INFO : EPOCH 1 - PROGRESS: at 75.55% examples, 741726 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:06,299 : INFO : EPOCH 1 - PROGRESS: at 75.92% examples, 741739 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:07,308 : INFO : EPOCH 1 - PROGRESS: at 76.29% examples, 741773 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:08,312 : INFO : EPOCH 1 - PROGRESS: at 76.62% examples, 741834 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:09,318 : INFO : EPOCH 1 - PROGRESS: at 76.98% examples, 741831 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:10,322 : INFO : EPOCH 1 - PROGRESS: at 77.35% examples, 741826 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:24:11,343 : INFO : EPOCH 1 - PROGRESS: at 77.70% examples, 741848 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:12,352 : INFO : EPOCH 1 - PROGRESS: at 78.08% examples, 741840 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:13,358 : INFO : EPOCH 1 - PROGRESS: at 78.42% examples, 741817 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:14,376 : INFO : EPOCH 1 - PROGRESS: at 78.79% examples, 741864 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:15,379 : INFO : EPOCH 1 - PROGRESS: at 79.17% examples, 741908 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:16,388 : INFO : EPOCH 1 - PROGRESS: at 79.55% examples, 741931 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:17,394 : INFO : EPOCH 1 - PROGRESS: at 79.89% examples, 742007 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:24:18,396 : INFO : EPOCH 1 - PROGRESS: at 80.26% examples, 741970 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:19,397 : INFO : EPOCH 1 - PROGRESS: at 80.60% examples, 741999 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:20,418 : INFO : EPOCH 1 - PROGRESS: at 80.96% examples, 742027 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:21,422 : INFO : EPOCH 1 - PROGRESS: at 81.31% examples, 742111 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:22,443 : INFO : EPOCH 1 - PROGRESS: at 81.65% examples, 742094 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:23,466 : INFO : EPOCH 1 - PROGRESS: at 82.02% examples, 742067 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:24,470 : INFO : EPOCH 1 - PROGRESS: at 82.38% examples, 742104 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:25,474 : INFO : EPOCH 1 - PROGRESS: at 82.75% examples, 742154 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:26,483 : INFO : EPOCH 1 - PROGRESS: at 83.09% examples, 742170 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:27,498 : INFO : EPOCH 1 - PROGRESS: at 83.47% examples, 742192 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:28,508 : INFO : EPOCH 1 - PROGRESS: at 83.84% examples, 742190 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:29,510 : INFO : EPOCH 1 - PROGRESS: at 84.23% examples, 742179 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:30,538 : INFO : EPOCH 1 - PROGRESS: at 84.59% examples, 742189 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:31,556 : INFO : EPOCH 1 - PROGRESS: at 84.93% examples, 742220 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:32,568 : INFO : EPOCH 1 - PROGRESS: at 85.28% examples, 742242 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:33,574 : INFO : EPOCH 1 - PROGRESS: at 85.62% examples, 742317 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:34,575 : INFO : EPOCH 1 - PROGRESS: at 85.96% examples, 742265 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:35,577 : INFO : EPOCH 1 - PROGRESS: at 86.31% examples, 742239 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:36,581 : INFO : EPOCH 1 - PROGRESS: at 86.70% examples, 742266 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:37,585 : INFO : EPOCH 1 - PROGRESS: at 87.06% examples, 742263 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:38,592 : INFO : EPOCH 1 - PROGRESS: at 87.44% examples, 742237 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:39,596 : INFO : EPOCH 1 - PROGRESS: at 87.83% examples, 742288 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:40,597 : INFO : EPOCH 1 - PROGRESS: at 88.16% examples, 742285 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:41,598 : INFO : EPOCH 1 - PROGRESS: at 88.54% examples, 742306 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:42,604 : INFO : EPOCH 1 - PROGRESS: at 88.93% examples, 742350 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:43,614 : INFO : EPOCH 1 - PROGRESS: at 89.29% examples, 742332 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:44,619 : INFO : EPOCH 1 - PROGRESS: at 89.65% examples, 742383 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:45,626 : INFO : EPOCH 1 - PROGRESS: at 90.02% examples, 742347 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:46,643 : INFO : EPOCH 1 - PROGRESS: at 90.36% examples, 742383 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:47,646 : INFO : EPOCH 1 - PROGRESS: at 90.74% examples, 742397 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:24:48,650 : INFO : EPOCH 1 - PROGRESS: at 91.08% examples, 742504 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:49,652 : INFO : EPOCH 1 - PROGRESS: at 91.42% examples, 742511 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:50,653 : INFO : EPOCH 1 - PROGRESS: at 91.80% examples, 742495 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:51,664 : INFO : EPOCH 1 - PROGRESS: at 92.16% examples, 742487 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:52,679 : INFO : EPOCH 1 - PROGRESS: at 92.54% examples, 742493 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:53,681 : INFO : EPOCH 1 - PROGRESS: at 92.91% examples, 742486 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:54,682 : INFO : EPOCH 1 - PROGRESS: at 93.25% examples, 742512 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:55,683 : INFO : EPOCH 1 - PROGRESS: at 93.61% examples, 742473 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:56,688 : INFO : EPOCH 1 - PROGRESS: at 93.97% examples, 742479 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:57,709 : INFO : EPOCH 1 - PROGRESS: at 94.32% examples, 742455 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:58,710 : INFO : EPOCH 1 - PROGRESS: at 94.63% examples, 742457 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:24:59,710 : INFO : EPOCH 1 - PROGRESS: at 95.01% examples, 742480 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:00,711 : INFO : EPOCH 1 - PROGRESS: at 95.36% examples, 742492 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:01,723 : INFO : EPOCH 1 - PROGRESS: at 95.73% examples, 742512 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:02,731 : INFO : EPOCH 1 - PROGRESS: at 96.08% examples, 742567 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:25:03,740 : INFO : EPOCH 1 - PROGRESS: at 96.42% examples, 742526 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:04,747 : INFO : EPOCH 1 - PROGRESS: at 96.82% examples, 742536 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:05,754 : INFO : EPOCH 1 - PROGRESS: at 97.21% examples, 742518 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:06,754 : INFO : EPOCH 1 - PROGRESS: at 97.59% examples, 742568 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:07,759 : INFO : EPOCH 1 - PROGRESS: at 97.96% examples, 742556 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:08,761 : INFO : EPOCH 1 - PROGRESS: at 98.35% examples, 742569 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:09,769 : INFO : EPOCH 1 - PROGRESS: at 98.70% examples, 742579 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:10,781 : INFO : EPOCH 1 - PROGRESS: at 99.06% examples, 742595 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:25:11,781 : INFO : EPOCH 1 - PROGRESS: at 99.44% examples, 742629 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:12,787 : INFO : EPOCH 1 - PROGRESS: at 99.79% examples, 742644 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:13,315 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 16:25:13,320 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 16:25:13,324 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 16:25:13,338 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 16:25:13,338 : INFO : EPOCH - 1 : training on 266061151 raw words (206821242 effective words) took 278.5s, 742635 effective words/s
2020-07-23 16:25:14,346 : INFO : EPOCH 2 - PROGRESS: at 0.39% examples, 732054 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:15,350 : INFO : EPOCH 2 - PROGRESS: at 0.74% examples, 736416 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:16,358 : INFO : EPOCH 2 - PROGRESS: at 1.09% examples, 739846 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:17,358 : INFO : EPOCH 2 - PROGRESS: at 1.44% examples, 739208 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:18,361 : INFO : EPOCH 2 - PROGRESS: at 1.80% examples, 738815 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:19,364 : INFO : EPOCH 2 - PROGRESS: at 2.16% examples, 738745 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:20,372 : INFO : EPOCH 2 - PROGRESS: at 2.50% examples, 740216 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:21,392 : INFO : EPOCH 2 - PROGRESS: at 2.86% examples, 738140 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:22,394 : INFO : EPOCH 2 - PROGRESS: at 3.21% examples, 740122 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:23,404 : INFO : EPOCH 2 - PROGRESS: at 3.56% examples, 739735 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:24,425 : INFO : EPOCH 2 - PROGRESS: at 3.94% examples, 739924 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:25,435 : INFO : EPOCH 2 - PROGRESS: at 4.28% examples, 740724 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:26,437 : INFO : EPOCH 2 - PROGRESS: at 4.64% examples, 740910 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:25:27,439 : INFO : EPOCH 2 - PROGRESS: at 4.99% examples, 740725 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:28,440 : INFO : EPOCH 2 - PROGRESS: at 5.33% examples, 741062 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:29,455 : INFO : EPOCH 2 - PROGRESS: at 5.71% examples, 741184 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:30,464 : INFO : EPOCH 2 - PROGRESS: at 6.06% examples, 741179 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:31,475 : INFO : EPOCH 2 - PROGRESS: at 6.43% examples, 741403 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:32,482 : INFO : EPOCH 2 - PROGRESS: at 6.77% examples, 741731 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:33,497 : INFO : EPOCH 2 - PROGRESS: at 7.12% examples, 741114 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:34,507 : INFO : EPOCH 2 - PROGRESS: at 7.51% examples, 741479 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:35,519 : INFO : EPOCH 2 - PROGRESS: at 7.87% examples, 741626 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:36,534 : INFO : EPOCH 2 - PROGRESS: at 8.22% examples, 741937 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:37,540 : INFO : EPOCH 2 - PROGRESS: at 8.57% examples, 741716 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:38,550 : INFO : EPOCH 2 - PROGRESS: at 8.93% examples, 741757 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:39,555 : INFO : EPOCH 2 - PROGRESS: at 9.31% examples, 741967 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:40,557 : INFO : EPOCH 2 - PROGRESS: at 9.64% examples, 742134 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:41,557 : INFO : EPOCH 2 - PROGRESS: at 10.01% examples, 742347 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:42,559 : INFO : EPOCH 2 - PROGRESS: at 10.37% examples, 742488 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:25:43,565 : INFO : EPOCH 2 - PROGRESS: at 10.74% examples, 742209 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:44,567 : INFO : EPOCH 2 - PROGRESS: at 11.10% examples, 742656 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:45,575 : INFO : EPOCH 2 - PROGRESS: at 11.46% examples, 742520 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:46,580 : INFO : EPOCH 2 - PROGRESS: at 11.80% examples, 742936 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:47,587 : INFO : EPOCH 2 - PROGRESS: at 12.19% examples, 742754 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:48,599 : INFO : EPOCH 2 - PROGRESS: at 12.54% examples, 742691 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:49,601 : INFO : EPOCH 2 - PROGRESS: at 12.91% examples, 743034 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:50,605 : INFO : EPOCH 2 - PROGRESS: at 13.31% examples, 742599 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:51,611 : INFO : EPOCH 2 - PROGRESS: at 13.67% examples, 742516 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:52,611 : INFO : EPOCH 2 - PROGRESS: at 14.01% examples, 742791 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:53,614 : INFO : EPOCH 2 - PROGRESS: at 14.39% examples, 742882 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:54,618 : INFO : EPOCH 2 - PROGRESS: at 14.78% examples, 742791 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:55,618 : INFO : EPOCH 2 - PROGRESS: at 15.14% examples, 742633 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:56,622 : INFO : EPOCH 2 - PROGRESS: at 15.51% examples, 742693 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:57,628 : INFO : EPOCH 2 - PROGRESS: at 15.87% examples, 742562 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:58,632 : INFO : EPOCH 2 - PROGRESS: at 16.24% examples, 742337 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:25:59,636 : INFO : EPOCH 2 - PROGRESS: at 16.60% examples, 742531 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:00,638 : INFO : EPOCH 2 - PROGRESS: at 16.98% examples, 742201 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:26:01,646 : INFO : EPOCH 2 - PROGRESS: at 17.31% examples, 742370 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:02,655 : INFO : EPOCH 2 - PROGRESS: at 17.67% examples, 742501 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:03,661 : INFO : EPOCH 2 - PROGRESS: at 18.04% examples, 742472 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:04,667 : INFO : EPOCH 2 - PROGRESS: at 18.39% examples, 742352 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:05,684 : INFO : EPOCH 2 - PROGRESS: at 18.74% examples, 742205 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:06,688 : INFO : EPOCH 2 - PROGRESS: at 19.09% examples, 742234 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:07,690 : INFO : EPOCH 2 - PROGRESS: at 19.45% examples, 742202 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:08,692 : INFO : EPOCH 2 - PROGRESS: at 19.81% examples, 742466 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:09,707 : INFO : EPOCH 2 - PROGRESS: at 20.20% examples, 742307 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:26:10,717 : INFO : EPOCH 2 - PROGRESS: at 20.55% examples, 742346 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:26:11,735 : INFO : EPOCH 2 - PROGRESS: at 20.93% examples, 742330 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:12,738 : INFO : EPOCH 2 - PROGRESS: at 21.30% examples, 742466 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:13,742 : INFO : EPOCH 2 - PROGRESS: at 21.67% examples, 742483 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:14,746 : INFO : EPOCH 2 - PROGRESS: at 22.02% examples, 742476 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:15,755 : INFO : EPOCH 2 - PROGRESS: at 22.38% examples, 742419 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:16,756 : INFO : EPOCH 2 - PROGRESS: at 22.73% examples, 742726 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:17,768 : INFO : EPOCH 2 - PROGRESS: at 23.10% examples, 742513 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:18,782 : INFO : EPOCH 2 - PROGRESS: at 23.45% examples, 742166 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:19,794 : INFO : EPOCH 2 - PROGRESS: at 23.80% examples, 741174 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:20,799 : INFO : EPOCH 2 - PROGRESS: at 24.12% examples, 740046 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:21,814 : INFO : EPOCH 2 - PROGRESS: at 24.49% examples, 740195 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:22,822 : INFO : EPOCH 2 - PROGRESS: at 24.84% examples, 740369 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:23,833 : INFO : EPOCH 2 - PROGRESS: at 25.19% examples, 740436 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:24,836 : INFO : EPOCH 2 - PROGRESS: at 25.55% examples, 740444 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:25,851 : INFO : EPOCH 2 - PROGRESS: at 25.89% examples, 740531 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:26,855 : INFO : EPOCH 2 - PROGRESS: at 26.27% examples, 740706 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:27,856 : INFO : EPOCH 2 - PROGRESS: at 26.66% examples, 740526 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:28,870 : INFO : EPOCH 2 - PROGRESS: at 27.04% examples, 740637 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:29,874 : INFO : EPOCH 2 - PROGRESS: at 27.40% examples, 740696 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:30,875 : INFO : EPOCH 2 - PROGRESS: at 27.79% examples, 740858 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:31,886 : INFO : EPOCH 2 - PROGRESS: at 28.18% examples, 740724 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:32,890 : INFO : EPOCH 2 - PROGRESS: at 28.53% examples, 740802 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:33,893 : INFO : EPOCH 2 - PROGRESS: at 28.92% examples, 740699 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:34,896 : INFO : EPOCH 2 - PROGRESS: at 29.29% examples, 740672 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:35,900 : INFO : EPOCH 2 - PROGRESS: at 29.65% examples, 740731 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:36,904 : INFO : EPOCH 2 - PROGRESS: at 29.95% examples, 740757 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:37,904 : INFO : EPOCH 2 - PROGRESS: at 30.31% examples, 740954 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:38,904 : INFO : EPOCH 2 - PROGRESS: at 30.67% examples, 741009 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:39,905 : INFO : EPOCH 2 - PROGRESS: at 31.03% examples, 741036 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:40,932 : INFO : EPOCH 2 - PROGRESS: at 31.39% examples, 740969 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:41,935 : INFO : EPOCH 2 - PROGRESS: at 31.76% examples, 741019 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:42,949 : INFO : EPOCH 2 - PROGRESS: at 32.09% examples, 741148 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:43,956 : INFO : EPOCH 2 - PROGRESS: at 32.44% examples, 741229 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:44,961 : INFO : EPOCH 2 - PROGRESS: at 32.80% examples, 741504 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:45,969 : INFO : EPOCH 2 - PROGRESS: at 33.18% examples, 741446 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:26:46,970 : INFO : EPOCH 2 - PROGRESS: at 33.53% examples, 741450 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:47,981 : INFO : EPOCH 2 - PROGRESS: at 33.90% examples, 741432 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:48,981 : INFO : EPOCH 2 - PROGRESS: at 34.25% examples, 741518 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:49,989 : INFO : EPOCH 2 - PROGRESS: at 34.61% examples, 741560 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:50,994 : INFO : EPOCH 2 - PROGRESS: at 35.00% examples, 741590 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:51,996 : INFO : EPOCH 2 - PROGRESS: at 35.36% examples, 741565 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:53,018 : INFO : EPOCH 2 - PROGRESS: at 35.71% examples, 741622 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:54,028 : INFO : EPOCH 2 - PROGRESS: at 36.06% examples, 741783 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:55,031 : INFO : EPOCH 2 - PROGRESS: at 36.42% examples, 741855 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:56,051 : INFO : EPOCH 2 - PROGRESS: at 36.76% examples, 741909 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:57,060 : INFO : EPOCH 2 - PROGRESS: at 37.12% examples, 741954 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:58,077 : INFO : EPOCH 2 - PROGRESS: at 37.50% examples, 741896 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:26:59,082 : INFO : EPOCH 2 - PROGRESS: at 37.87% examples, 741839 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:00,089 : INFO : EPOCH 2 - PROGRESS: at 38.22% examples, 741985 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:01,096 : INFO : EPOCH 2 - PROGRESS: at 38.56% examples, 741970 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:02,100 : INFO : EPOCH 2 - PROGRESS: at 38.92% examples, 742097 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:03,106 : INFO : EPOCH 2 - PROGRESS: at 39.29% examples, 742058 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:04,115 : INFO : EPOCH 2 - PROGRESS: at 39.66% examples, 741965 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:05,137 : INFO : EPOCH 2 - PROGRESS: at 40.01% examples, 741972 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:06,142 : INFO : EPOCH 2 - PROGRESS: at 40.36% examples, 742135 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:07,146 : INFO : EPOCH 2 - PROGRESS: at 40.73% examples, 742182 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:08,147 : INFO : EPOCH 2 - PROGRESS: at 41.08% examples, 742123 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:09,155 : INFO : EPOCH 2 - PROGRESS: at 41.42% examples, 742194 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:10,161 : INFO : EPOCH 2 - PROGRESS: at 41.78% examples, 742173 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:27:11,162 : INFO : EPOCH 2 - PROGRESS: at 42.14% examples, 742323 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:12,163 : INFO : EPOCH 2 - PROGRESS: at 42.51% examples, 742337 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:13,166 : INFO : EPOCH 2 - PROGRESS: at 42.87% examples, 742397 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:14,181 : INFO : EPOCH 2 - PROGRESS: at 43.23% examples, 742393 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:15,187 : INFO : EPOCH 2 - PROGRESS: at 43.60% examples, 742487 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:16,194 : INFO : EPOCH 2 - PROGRESS: at 43.96% examples, 742474 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:17,200 : INFO : EPOCH 2 - PROGRESS: at 44.33% examples, 742483 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:18,202 : INFO : EPOCH 2 - PROGRESS: at 44.68% examples, 742443 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:19,211 : INFO : EPOCH 2 - PROGRESS: at 45.06% examples, 742507 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:20,219 : INFO : EPOCH 2 - PROGRESS: at 45.42% examples, 742488 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:21,227 : INFO : EPOCH 2 - PROGRESS: at 45.77% examples, 742513 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:27:22,232 : INFO : EPOCH 2 - PROGRESS: at 46.12% examples, 742606 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:23,234 : INFO : EPOCH 2 - PROGRESS: at 46.47% examples, 742641 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:24,244 : INFO : EPOCH 2 - PROGRESS: at 46.84% examples, 742663 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:25,251 : INFO : EPOCH 2 - PROGRESS: at 47.18% examples, 742658 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:27:26,255 : INFO : EPOCH 2 - PROGRESS: at 47.54% examples, 742660 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:27:27,275 : INFO : EPOCH 2 - PROGRESS: at 47.93% examples, 742640 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:28,279 : INFO : EPOCH 2 - PROGRESS: at 48.31% examples, 742654 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:29,288 : INFO : EPOCH 2 - PROGRESS: at 48.70% examples, 742559 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:30,298 : INFO : EPOCH 2 - PROGRESS: at 49.05% examples, 742569 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:31,300 : INFO : EPOCH 2 - PROGRESS: at 49.41% examples, 742545 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:32,316 : INFO : EPOCH 2 - PROGRESS: at 49.77% examples, 742587 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:33,331 : INFO : EPOCH 2 - PROGRESS: at 50.14% examples, 742618 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:34,335 : INFO : EPOCH 2 - PROGRESS: at 50.50% examples, 742679 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:35,345 : INFO : EPOCH 2 - PROGRESS: at 50.87% examples, 742649 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:36,360 : INFO : EPOCH 2 - PROGRESS: at 51.25% examples, 742666 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:27:37,381 : INFO : EPOCH 2 - PROGRESS: at 51.64% examples, 742632 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:38,383 : INFO : EPOCH 2 - PROGRESS: at 51.99% examples, 742673 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:27:39,396 : INFO : EPOCH 2 - PROGRESS: at 52.35% examples, 742652 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:40,406 : INFO : EPOCH 2 - PROGRESS: at 52.70% examples, 742716 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:27:41,414 : INFO : EPOCH 2 - PROGRESS: at 53.07% examples, 742670 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:42,423 : INFO : EPOCH 2 - PROGRESS: at 53.43% examples, 742756 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:43,425 : INFO : EPOCH 2 - PROGRESS: at 53.78% examples, 742758 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:44,432 : INFO : EPOCH 2 - PROGRESS: at 54.14% examples, 742833 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:45,435 : INFO : EPOCH 2 - PROGRESS: at 54.48% examples, 742932 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:46,450 : INFO : EPOCH 2 - PROGRESS: at 54.82% examples, 742931 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:47,453 : INFO : EPOCH 2 - PROGRESS: at 55.20% examples, 742908 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:48,466 : INFO : EPOCH 2 - PROGRESS: at 55.55% examples, 742907 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:27:49,485 : INFO : EPOCH 2 - PROGRESS: at 55.91% examples, 742929 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:50,489 : INFO : EPOCH 2 - PROGRESS: at 56.29% examples, 743021 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:51,496 : INFO : EPOCH 2 - PROGRESS: at 56.63% examples, 743004 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:52,508 : INFO : EPOCH 2 - PROGRESS: at 57.00% examples, 743008 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:53,523 : INFO : EPOCH 2 - PROGRESS: at 57.35% examples, 743009 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:54,541 : INFO : EPOCH 2 - PROGRESS: at 57.74% examples, 743025 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:55,558 : INFO : EPOCH 2 - PROGRESS: at 58.09% examples, 743053 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:56,561 : INFO : EPOCH 2 - PROGRESS: at 58.46% examples, 743054 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:57,569 : INFO : EPOCH 2 - PROGRESS: at 58.82% examples, 743041 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:58,581 : INFO : EPOCH 2 - PROGRESS: at 59.22% examples, 742958 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:27:59,585 : INFO : EPOCH 2 - PROGRESS: at 59.59% examples, 743008 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:00,586 : INFO : EPOCH 2 - PROGRESS: at 59.97% examples, 743003 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:28:01,591 : INFO : EPOCH 2 - PROGRESS: at 60.34% examples, 742966 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:02,596 : INFO : EPOCH 2 - PROGRESS: at 60.69% examples, 742970 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:28:03,598 : INFO : EPOCH 2 - PROGRESS: at 61.07% examples, 742976 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:04,602 : INFO : EPOCH 2 - PROGRESS: at 61.43% examples, 742949 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:05,606 : INFO : EPOCH 2 - PROGRESS: at 61.79% examples, 742999 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:06,612 : INFO : EPOCH 2 - PROGRESS: at 62.15% examples, 742938 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:07,620 : INFO : EPOCH 2 - PROGRESS: at 62.53% examples, 742970 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:08,627 : INFO : EPOCH 2 - PROGRESS: at 62.85% examples, 742930 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:09,637 : INFO : EPOCH 2 - PROGRESS: at 63.22% examples, 742984 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:10,663 : INFO : EPOCH 2 - PROGRESS: at 63.57% examples, 743038 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:11,670 : INFO : EPOCH 2 - PROGRESS: at 63.95% examples, 742968 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:12,682 : INFO : EPOCH 2 - PROGRESS: at 64.32% examples, 743013 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:13,684 : INFO : EPOCH 2 - PROGRESS: at 64.71% examples, 743033 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:14,685 : INFO : EPOCH 2 - PROGRESS: at 65.08% examples, 742980 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:15,701 : INFO : EPOCH 2 - PROGRESS: at 65.44% examples, 742988 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:16,701 : INFO : EPOCH 2 - PROGRESS: at 65.83% examples, 743026 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:17,702 : INFO : EPOCH 2 - PROGRESS: at 66.17% examples, 743052 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:18,702 : INFO : EPOCH 2 - PROGRESS: at 66.54% examples, 743092 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:19,711 : INFO : EPOCH 2 - PROGRESS: at 66.93% examples, 743109 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:20,711 : INFO : EPOCH 2 - PROGRESS: at 67.30% examples, 743090 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:21,716 : INFO : EPOCH 2 - PROGRESS: at 67.68% examples, 743153 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:22,718 : INFO : EPOCH 2 - PROGRESS: at 68.06% examples, 743080 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:28:23,741 : INFO : EPOCH 2 - PROGRESS: at 68.45% examples, 743039 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:24,749 : INFO : EPOCH 2 - PROGRESS: at 68.79% examples, 743107 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:25,769 : INFO : EPOCH 2 - PROGRESS: at 69.14% examples, 743079 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:26,778 : INFO : EPOCH 2 - PROGRESS: at 69.52% examples, 743052 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:27,787 : INFO : EPOCH 2 - PROGRESS: at 69.91% examples, 743049 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:28,791 : INFO : EPOCH 2 - PROGRESS: at 70.29% examples, 743078 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:29,793 : INFO : EPOCH 2 - PROGRESS: at 70.65% examples, 743036 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:30,794 : INFO : EPOCH 2 - PROGRESS: at 71.00% examples, 743033 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:31,801 : INFO : EPOCH 2 - PROGRESS: at 71.39% examples, 743082 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:32,810 : INFO : EPOCH 2 - PROGRESS: at 71.75% examples, 743046 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:33,822 : INFO : EPOCH 2 - PROGRESS: at 72.12% examples, 743055 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:28:34,826 : INFO : EPOCH 2 - PROGRESS: at 72.47% examples, 743064 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:28:35,840 : INFO : EPOCH 2 - PROGRESS: at 72.83% examples, 743084 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:36,843 : INFO : EPOCH 2 - PROGRESS: at 73.20% examples, 743083 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:37,847 : INFO : EPOCH 2 - PROGRESS: at 73.56% examples, 743098 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:28:38,850 : INFO : EPOCH 2 - PROGRESS: at 73.92% examples, 743120 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:39,853 : INFO : EPOCH 2 - PROGRESS: at 74.28% examples, 743192 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:40,855 : INFO : EPOCH 2 - PROGRESS: at 74.61% examples, 743207 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:41,856 : INFO : EPOCH 2 - PROGRESS: at 74.98% examples, 743136 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:42,861 : INFO : EPOCH 2 - PROGRESS: at 75.35% examples, 743145 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:43,877 : INFO : EPOCH 2 - PROGRESS: at 75.74% examples, 743130 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:44,885 : INFO : EPOCH 2 - PROGRESS: at 76.10% examples, 743136 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:45,894 : INFO : EPOCH 2 - PROGRESS: at 76.45% examples, 743206 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:46,905 : INFO : EPOCH 2 - PROGRESS: at 76.80% examples, 743193 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:47,916 : INFO : EPOCH 2 - PROGRESS: at 77.17% examples, 743228 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:48,930 : INFO : EPOCH 2 - PROGRESS: at 77.51% examples, 743212 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:49,930 : INFO : EPOCH 2 - PROGRESS: at 77.89% examples, 743254 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:28:50,932 : INFO : EPOCH 2 - PROGRESS: at 78.25% examples, 743275 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:51,935 : INFO : EPOCH 2 - PROGRESS: at 78.61% examples, 743330 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:52,943 : INFO : EPOCH 2 - PROGRESS: at 78.98% examples, 743349 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:53,954 : INFO : EPOCH 2 - PROGRESS: at 79.34% examples, 743298 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:54,961 : INFO : EPOCH 2 - PROGRESS: at 79.72% examples, 743278 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:55,979 : INFO : EPOCH 2 - PROGRESS: at 80.07% examples, 743328 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:56,995 : INFO : EPOCH 2 - PROGRESS: at 80.43% examples, 743317 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:58,002 : INFO : EPOCH 2 - PROGRESS: at 80.78% examples, 743329 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:28:59,021 : INFO : EPOCH 2 - PROGRESS: at 81.13% examples, 743186 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:00,024 : INFO : EPOCH 2 - PROGRESS: at 81.44% examples, 742934 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:01,025 : INFO : EPOCH 2 - PROGRESS: at 81.75% examples, 742735 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:02,026 : INFO : EPOCH 2 - PROGRESS: at 82.10% examples, 742700 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:03,031 : INFO : EPOCH 2 - PROGRESS: at 82.48% examples, 742691 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:04,033 : INFO : EPOCH 2 - PROGRESS: at 82.83% examples, 742696 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:05,036 : INFO : EPOCH 2 - PROGRESS: at 83.17% examples, 742760 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:29:06,045 : INFO : EPOCH 2 - PROGRESS: at 83.56% examples, 742771 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:07,051 : INFO : EPOCH 2 - PROGRESS: at 83.94% examples, 742754 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:08,070 : INFO : EPOCH 2 - PROGRESS: at 84.32% examples, 742757 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:29:09,070 : INFO : EPOCH 2 - PROGRESS: at 84.67% examples, 742790 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:10,073 : INFO : EPOCH 2 - PROGRESS: at 85.00% examples, 742853 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:11,078 : INFO : EPOCH 2 - PROGRESS: at 85.34% examples, 742859 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:12,101 : INFO : EPOCH 2 - PROGRESS: at 85.69% examples, 742860 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:29:13,102 : INFO : EPOCH 2 - PROGRESS: at 86.05% examples, 742865 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:14,118 : INFO : EPOCH 2 - PROGRESS: at 86.41% examples, 742873 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:15,133 : INFO : EPOCH 2 - PROGRESS: at 86.80% examples, 742848 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:16,133 : INFO : EPOCH 2 - PROGRESS: at 87.16% examples, 742895 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:17,140 : INFO : EPOCH 2 - PROGRESS: at 87.52% examples, 742832 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:29:18,140 : INFO : EPOCH 2 - PROGRESS: at 87.91% examples, 742889 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:19,148 : INFO : EPOCH 2 - PROGRESS: at 88.26% examples, 742869 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:20,157 : INFO : EPOCH 2 - PROGRESS: at 88.64% examples, 742917 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:21,161 : INFO : EPOCH 2 - PROGRESS: at 89.01% examples, 742890 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:22,161 : INFO : EPOCH 2 - PROGRESS: at 89.38% examples, 742879 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:29:23,186 : INFO : EPOCH 2 - PROGRESS: at 89.74% examples, 742893 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:24,196 : INFO : EPOCH 2 - PROGRESS: at 90.09% examples, 742916 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:25,199 : INFO : EPOCH 2 - PROGRESS: at 90.44% examples, 742884 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:26,202 : INFO : EPOCH 2 - PROGRESS: at 90.80% examples, 742881 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:27,214 : INFO : EPOCH 2 - PROGRESS: at 91.14% examples, 742936 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:28,228 : INFO : EPOCH 2 - PROGRESS: at 91.52% examples, 742942 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:29,241 : INFO : EPOCH 2 - PROGRESS: at 91.89% examples, 742964 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:30,242 : INFO : EPOCH 2 - PROGRESS: at 92.24% examples, 743010 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:31,245 : INFO : EPOCH 2 - PROGRESS: at 92.63% examples, 742982 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:32,253 : INFO : EPOCH 2 - PROGRESS: at 92.99% examples, 742974 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:33,258 : INFO : EPOCH 2 - PROGRESS: at 93.33% examples, 742965 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:34,259 : INFO : EPOCH 2 - PROGRESS: at 93.71% examples, 742994 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:35,264 : INFO : EPOCH 2 - PROGRESS: at 94.06% examples, 742979 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:36,275 : INFO : EPOCH 2 - PROGRESS: at 94.41% examples, 742965 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:37,276 : INFO : EPOCH 2 - PROGRESS: at 94.75% examples, 742998 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:38,292 : INFO : EPOCH 2 - PROGRESS: at 95.11% examples, 742989 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:39,293 : INFO : EPOCH 2 - PROGRESS: at 95.49% examples, 743048 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:40,297 : INFO : EPOCH 2 - PROGRESS: at 95.84% examples, 743062 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:41,312 : INFO : EPOCH 2 - PROGRESS: at 96.17% examples, 743126 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:42,325 : INFO : EPOCH 2 - PROGRESS: at 96.54% examples, 743137 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:43,330 : INFO : EPOCH 2 - PROGRESS: at 96.94% examples, 743120 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:44,339 : INFO : EPOCH 2 - PROGRESS: at 97.33% examples, 743122 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:45,339 : INFO : EPOCH 2 - PROGRESS: at 97.70% examples, 743167 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:46,343 : INFO : EPOCH 2 - PROGRESS: at 98.06% examples, 743168 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:47,361 : INFO : EPOCH 2 - PROGRESS: at 98.47% examples, 743135 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:48,363 : INFO : EPOCH 2 - PROGRESS: at 98.83% examples, 743218 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:49,364 : INFO : EPOCH 2 - PROGRESS: at 99.18% examples, 743199 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:50,378 : INFO : EPOCH 2 - PROGRESS: at 99.55% examples, 743207 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:51,380 : INFO : EPOCH 2 - PROGRESS: at 99.92% examples, 743229 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:51,579 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 16:29:51,583 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 16:29:51,592 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 16:29:51,609 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 16:29:51,610 : INFO : EPOCH - 2 : training on 266061151 raw words (206817123 effective words) took 278.3s, 743230 effective words/s
2020-07-23 16:29:52,621 : INFO : EPOCH 3 - PROGRESS: at 0.38% examples, 714317 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:53,622 : INFO : EPOCH 3 - PROGRESS: at 0.74% examples, 732943 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:54,644 : INFO : EPOCH 3 - PROGRESS: at 1.09% examples, 735924 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:29:55,653 : INFO : EPOCH 3 - PROGRESS: at 1.44% examples, 736746 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:56,662 : INFO : EPOCH 3 - PROGRESS: at 1.81% examples, 736878 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:57,672 : INFO : EPOCH 3 - PROGRESS: at 2.16% examples, 738164 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:29:58,693 : INFO : EPOCH 3 - PROGRESS: at 2.51% examples, 739080 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:29:59,697 : INFO : EPOCH 3 - PROGRESS: at 2.88% examples, 739018 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:00,707 : INFO : EPOCH 3 - PROGRESS: at 3.22% examples, 739252 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:01,709 : INFO : EPOCH 3 - PROGRESS: at 3.57% examples, 739955 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:02,721 : INFO : EPOCH 3 - PROGRESS: at 3.95% examples, 740096 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:03,729 : INFO : EPOCH 3 - PROGRESS: at 4.29% examples, 741121 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:04,733 : INFO : EPOCH 3 - PROGRESS: at 4.65% examples, 741611 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:05,736 : INFO : EPOCH 3 - PROGRESS: at 5.00% examples, 741472 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:06,737 : INFO : EPOCH 3 - PROGRESS: at 5.34% examples, 742538 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:30:07,739 : INFO : EPOCH 3 - PROGRESS: at 5.72% examples, 742455 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:08,740 : INFO : EPOCH 3 - PROGRESS: at 6.08% examples, 742760 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:09,751 : INFO : EPOCH 3 - PROGRESS: at 6.45% examples, 743555 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:10,761 : INFO : EPOCH 3 - PROGRESS: at 6.79% examples, 744129 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:11,765 : INFO : EPOCH 3 - PROGRESS: at 7.16% examples, 744496 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:12,781 : INFO : EPOCH 3 - PROGRESS: at 7.54% examples, 744180 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:13,791 : INFO : EPOCH 3 - PROGRESS: at 7.90% examples, 744663 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:14,796 : INFO : EPOCH 3 - PROGRESS: at 8.24% examples, 744811 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:15,798 : INFO : EPOCH 3 - PROGRESS: at 8.60% examples, 744416 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:16,809 : INFO : EPOCH 3 - PROGRESS: at 8.95% examples, 744553 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:17,828 : INFO : EPOCH 3 - PROGRESS: at 9.34% examples, 744667 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:18,828 : INFO : EPOCH 3 - PROGRESS: at 9.68% examples, 744962 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:19,844 : INFO : EPOCH 3 - PROGRESS: at 10.04% examples, 744991 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:30:20,852 : INFO : EPOCH 3 - PROGRESS: at 10.42% examples, 744788 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:21,853 : INFO : EPOCH 3 - PROGRESS: at 10.78% examples, 745246 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:22,862 : INFO : EPOCH 3 - PROGRESS: at 11.15% examples, 745339 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:23,870 : INFO : EPOCH 3 - PROGRESS: at 11.50% examples, 744651 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:24,877 : INFO : EPOCH 3 - PROGRESS: at 11.86% examples, 745334 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:25,885 : INFO : EPOCH 3 - PROGRESS: at 12.24% examples, 745171 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:26,889 : INFO : EPOCH 3 - PROGRESS: at 12.58% examples, 745252 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:27,901 : INFO : EPOCH 3 - PROGRESS: at 12.97% examples, 745010 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:28,908 : INFO : EPOCH 3 - PROGRESS: at 13.36% examples, 744650 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:30:29,915 : INFO : EPOCH 3 - PROGRESS: at 13.72% examples, 744900 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:30,917 : INFO : EPOCH 3 - PROGRESS: at 14.07% examples, 744913 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:31,925 : INFO : EPOCH 3 - PROGRESS: at 14.45% examples, 745072 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:32,926 : INFO : EPOCH 3 - PROGRESS: at 14.83% examples, 745071 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:33,928 : INFO : EPOCH 3 - PROGRESS: at 15.21% examples, 745366 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:34,949 : INFO : EPOCH 3 - PROGRESS: at 15.57% examples, 745056 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:35,952 : INFO : EPOCH 3 - PROGRESS: at 15.96% examples, 745109 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:36,966 : INFO : EPOCH 3 - PROGRESS: at 16.33% examples, 745165 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:37,975 : INFO : EPOCH 3 - PROGRESS: at 16.70% examples, 745207 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:38,980 : INFO : EPOCH 3 - PROGRESS: at 17.07% examples, 745106 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:39,983 : INFO : EPOCH 3 - PROGRESS: at 17.41% examples, 745325 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:40,988 : INFO : EPOCH 3 - PROGRESS: at 17.77% examples, 745529 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:41,997 : INFO : EPOCH 3 - PROGRESS: at 18.14% examples, 745565 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:43,015 : INFO : EPOCH 3 - PROGRESS: at 18.50% examples, 745625 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:44,021 : INFO : EPOCH 3 - PROGRESS: at 18.86% examples, 745606 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:45,022 : INFO : EPOCH 3 - PROGRESS: at 19.21% examples, 745504 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:30:46,023 : INFO : EPOCH 3 - PROGRESS: at 19.57% examples, 745642 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:47,027 : INFO : EPOCH 3 - PROGRESS: at 19.94% examples, 745602 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:48,050 : INFO : EPOCH 3 - PROGRESS: at 20.30% examples, 745535 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:49,050 : INFO : EPOCH 3 - PROGRESS: at 20.67% examples, 745540 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:50,050 : INFO : EPOCH 3 - PROGRESS: at 21.04% examples, 745597 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:51,052 : INFO : EPOCH 3 - PROGRESS: at 21.39% examples, 745559 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:52,053 : INFO : EPOCH 3 - PROGRESS: at 21.76% examples, 745756 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:53,059 : INFO : EPOCH 3 - PROGRESS: at 22.14% examples, 745628 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:54,067 : INFO : EPOCH 3 - PROGRESS: at 22.49% examples, 745705 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:55,071 : INFO : EPOCH 3 - PROGRESS: at 22.86% examples, 745659 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:56,079 : INFO : EPOCH 3 - PROGRESS: at 23.21% examples, 745632 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:57,096 : INFO : EPOCH 3 - PROGRESS: at 23.58% examples, 745738 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:58,098 : INFO : EPOCH 3 - PROGRESS: at 23.97% examples, 745671 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:30:59,100 : INFO : EPOCH 3 - PROGRESS: at 24.32% examples, 745685 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:00,103 : INFO : EPOCH 3 - PROGRESS: at 24.67% examples, 745845 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:01,118 : INFO : EPOCH 3 - PROGRESS: at 25.02% examples, 745718 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:02,123 : INFO : EPOCH 3 - PROGRESS: at 25.38% examples, 745690 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:03,129 : INFO : EPOCH 3 - PROGRESS: at 25.74% examples, 745976 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:31:04,156 : INFO : EPOCH 3 - PROGRESS: at 26.10% examples, 745841 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:05,156 : INFO : EPOCH 3 - PROGRESS: at 26.48% examples, 745959 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:06,167 : INFO : EPOCH 3 - PROGRESS: at 26.88% examples, 745914 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:07,171 : INFO : EPOCH 3 - PROGRESS: at 27.24% examples, 745903 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:08,177 : INFO : EPOCH 3 - PROGRESS: at 27.61% examples, 745917 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:09,186 : INFO : EPOCH 3 - PROGRESS: at 28.01% examples, 745749 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:10,188 : INFO : EPOCH 3 - PROGRESS: at 28.37% examples, 745695 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:11,198 : INFO : EPOCH 3 - PROGRESS: at 28.76% examples, 745719 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:12,215 : INFO : EPOCH 3 - PROGRESS: at 29.15% examples, 745454 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:13,225 : INFO : EPOCH 3 - PROGRESS: at 29.51% examples, 745522 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:14,225 : INFO : EPOCH 3 - PROGRESS: at 29.82% examples, 745652 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:15,225 : INFO : EPOCH 3 - PROGRESS: at 30.17% examples, 745738 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:31:16,245 : INFO : EPOCH 3 - PROGRESS: at 30.52% examples, 745790 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:17,252 : INFO : EPOCH 3 - PROGRESS: at 30.89% examples, 745830 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:18,258 : INFO : EPOCH 3 - PROGRESS: at 31.26% examples, 745830 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:19,261 : INFO : EPOCH 3 - PROGRESS: at 31.63% examples, 745797 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:20,270 : INFO : EPOCH 3 - PROGRESS: at 31.96% examples, 746003 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:31:21,276 : INFO : EPOCH 3 - PROGRESS: at 32.31% examples, 746081 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:31:22,284 : INFO : EPOCH 3 - PROGRESS: at 32.65% examples, 746025 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:23,290 : INFO : EPOCH 3 - PROGRESS: at 33.04% examples, 746095 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:24,292 : INFO : EPOCH 3 - PROGRESS: at 33.41% examples, 746079 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:25,299 : INFO : EPOCH 3 - PROGRESS: at 33.77% examples, 746261 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:26,311 : INFO : EPOCH 3 - PROGRESS: at 34.14% examples, 746207 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:27,318 : INFO : EPOCH 3 - PROGRESS: at 34.50% examples, 746303 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:28,329 : INFO : EPOCH 3 - PROGRESS: at 34.88% examples, 746302 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:29,338 : INFO : EPOCH 3 - PROGRESS: at 35.24% examples, 746273 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:30,350 : INFO : EPOCH 3 - PROGRESS: at 35.61% examples, 746299 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:31:31,355 : INFO : EPOCH 3 - PROGRESS: at 35.94% examples, 746388 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:32,358 : INFO : EPOCH 3 - PROGRESS: at 36.32% examples, 746389 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:33,361 : INFO : EPOCH 3 - PROGRESS: at 36.64% examples, 746381 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:34,366 : INFO : EPOCH 3 - PROGRESS: at 37.00% examples, 746432 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:35,366 : INFO : EPOCH 3 - PROGRESS: at 37.36% examples, 746423 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:36,373 : INFO : EPOCH 3 - PROGRESS: at 37.74% examples, 746397 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:37,387 : INFO : EPOCH 3 - PROGRESS: at 38.11% examples, 746397 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:38,387 : INFO : EPOCH 3 - PROGRESS: at 38.44% examples, 746274 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:31:39,390 : INFO : EPOCH 3 - PROGRESS: at 38.78% examples, 745995 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:40,409 : INFO : EPOCH 3 - PROGRESS: at 39.10% examples, 744929 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:41,434 : INFO : EPOCH 3 - PROGRESS: at 39.46% examples, 744926 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:42,445 : INFO : EPOCH 3 - PROGRESS: at 39.84% examples, 744858 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:43,454 : INFO : EPOCH 3 - PROGRESS: at 40.18% examples, 744956 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:44,466 : INFO : EPOCH 3 - PROGRESS: at 40.54% examples, 745018 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:45,469 : INFO : EPOCH 3 - PROGRESS: at 40.91% examples, 745054 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:31:46,477 : INFO : EPOCH 3 - PROGRESS: at 41.27% examples, 745063 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:47,494 : INFO : EPOCH 3 - PROGRESS: at 41.60% examples, 745074 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:48,494 : INFO : EPOCH 3 - PROGRESS: at 41.96% examples, 745158 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:49,495 : INFO : EPOCH 3 - PROGRESS: at 42.33% examples, 745148 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:50,499 : INFO : EPOCH 3 - PROGRESS: at 42.71% examples, 745180 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:51,504 : INFO : EPOCH 3 - PROGRESS: at 43.06% examples, 745152 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:52,507 : INFO : EPOCH 3 - PROGRESS: at 43.41% examples, 745239 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:53,516 : INFO : EPOCH 3 - PROGRESS: at 43.77% examples, 745253 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:54,526 : INFO : EPOCH 3 - PROGRESS: at 44.14% examples, 745284 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:55,551 : INFO : EPOCH 3 - PROGRESS: at 44.52% examples, 745212 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:31:56,553 : INFO : EPOCH 3 - PROGRESS: at 44.91% examples, 745220 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:57,554 : INFO : EPOCH 3 - PROGRESS: at 45.26% examples, 745210 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:58,569 : INFO : EPOCH 3 - PROGRESS: at 45.62% examples, 745191 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:31:59,576 : INFO : EPOCH 3 - PROGRESS: at 45.97% examples, 745257 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:00,580 : INFO : EPOCH 3 - PROGRESS: at 46.30% examples, 745207 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:01,583 : INFO : EPOCH 3 - PROGRESS: at 46.67% examples, 745245 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:02,589 : INFO : EPOCH 3 - PROGRESS: at 47.01% examples, 745285 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:03,594 : INFO : EPOCH 3 - PROGRESS: at 47.37% examples, 745314 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:32:04,600 : INFO : EPOCH 3 - PROGRESS: at 47.75% examples, 745284 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:32:05,616 : INFO : EPOCH 3 - PROGRESS: at 48.13% examples, 745214 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:06,624 : INFO : EPOCH 3 - PROGRESS: at 48.52% examples, 745168 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:07,631 : INFO : EPOCH 3 - PROGRESS: at 48.88% examples, 745247 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:08,639 : INFO : EPOCH 3 - PROGRESS: at 49.26% examples, 745195 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:09,657 : INFO : EPOCH 3 - PROGRESS: at 49.62% examples, 745210 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:10,660 : INFO : EPOCH 3 - PROGRESS: at 49.99% examples, 745228 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:11,663 : INFO : EPOCH 3 - PROGRESS: at 50.34% examples, 745278 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:12,676 : INFO : EPOCH 3 - PROGRESS: at 50.71% examples, 745322 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:13,683 : INFO : EPOCH 3 - PROGRESS: at 51.09% examples, 745286 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:14,687 : INFO : EPOCH 3 - PROGRESS: at 51.47% examples, 745339 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:15,696 : INFO : EPOCH 3 - PROGRESS: at 51.83% examples, 745306 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:16,696 : INFO : EPOCH 3 - PROGRESS: at 52.20% examples, 745407 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:17,716 : INFO : EPOCH 3 - PROGRESS: at 52.55% examples, 745327 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:18,730 : INFO : EPOCH 3 - PROGRESS: at 52.92% examples, 745327 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:19,741 : INFO : EPOCH 3 - PROGRESS: at 53.27% examples, 745376 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:32:20,746 : INFO : EPOCH 3 - PROGRESS: at 53.64% examples, 745384 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:21,749 : INFO : EPOCH 3 - PROGRESS: at 53.99% examples, 745404 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:22,757 : INFO : EPOCH 3 - PROGRESS: at 54.33% examples, 745464 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:23,765 : INFO : EPOCH 3 - PROGRESS: at 54.69% examples, 745527 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:24,775 : INFO : EPOCH 3 - PROGRESS: at 55.04% examples, 745560 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:25,776 : INFO : EPOCH 3 - PROGRESS: at 55.42% examples, 745519 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:26,780 : INFO : EPOCH 3 - PROGRESS: at 55.76% examples, 745526 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:27,793 : INFO : EPOCH 3 - PROGRESS: at 56.13% examples, 745487 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:28,802 : INFO : EPOCH 3 - PROGRESS: at 56.48% examples, 745523 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:29,818 : INFO : EPOCH 3 - PROGRESS: at 56.84% examples, 745525 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:30,820 : INFO : EPOCH 3 - PROGRESS: at 57.22% examples, 745535 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:31,823 : INFO : EPOCH 3 - PROGRESS: at 57.58% examples, 745598 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:32,829 : INFO : EPOCH 3 - PROGRESS: at 57.93% examples, 745592 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:33,836 : INFO : EPOCH 3 - PROGRESS: at 58.32% examples, 745585 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:34,845 : INFO : EPOCH 3 - PROGRESS: at 58.68% examples, 745599 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:35,846 : INFO : EPOCH 3 - PROGRESS: at 59.05% examples, 745624 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:36,852 : INFO : EPOCH 3 - PROGRESS: at 59.43% examples, 745567 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:37,863 : INFO : EPOCH 3 - PROGRESS: at 59.81% examples, 745555 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:38,870 : INFO : EPOCH 3 - PROGRESS: at 60.18% examples, 745508 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:39,872 : INFO : EPOCH 3 - PROGRESS: at 60.55% examples, 745523 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:40,883 : INFO : EPOCH 3 - PROGRESS: at 60.92% examples, 745553 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:41,894 : INFO : EPOCH 3 - PROGRESS: at 61.30% examples, 745582 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:42,904 : INFO : EPOCH 3 - PROGRESS: at 61.67% examples, 745556 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:43,906 : INFO : EPOCH 3 - PROGRESS: at 62.02% examples, 745601 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:44,911 : INFO : EPOCH 3 - PROGRESS: at 62.39% examples, 745630 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:45,912 : INFO : EPOCH 3 - PROGRESS: at 62.73% examples, 745640 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:46,916 : INFO : EPOCH 3 - PROGRESS: at 63.09% examples, 745704 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:47,925 : INFO : EPOCH 3 - PROGRESS: at 63.45% examples, 745704 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:48,934 : INFO : EPOCH 3 - PROGRESS: at 63.82% examples, 745714 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:49,945 : INFO : EPOCH 3 - PROGRESS: at 64.19% examples, 745726 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:50,950 : INFO : EPOCH 3 - PROGRESS: at 64.58% examples, 745745 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:51,975 : INFO : EPOCH 3 - PROGRESS: at 64.94% examples, 745666 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:52,979 : INFO : EPOCH 3 - PROGRESS: at 65.32% examples, 745694 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:53,982 : INFO : EPOCH 3 - PROGRESS: at 65.72% examples, 745746 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:54,988 : INFO : EPOCH 3 - PROGRESS: at 66.07% examples, 745795 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:56,006 : INFO : EPOCH 3 - PROGRESS: at 66.44% examples, 745747 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:57,019 : INFO : EPOCH 3 - PROGRESS: at 66.81% examples, 745737 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:32:58,021 : INFO : EPOCH 3 - PROGRESS: at 67.20% examples, 745738 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:32:59,037 : INFO : EPOCH 3 - PROGRESS: at 67.58% examples, 745737 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:00,045 : INFO : EPOCH 3 - PROGRESS: at 67.96% examples, 745722 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:01,062 : INFO : EPOCH 3 - PROGRESS: at 68.34% examples, 745700 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:02,065 : INFO : EPOCH 3 - PROGRESS: at 68.70% examples, 745675 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:03,065 : INFO : EPOCH 3 - PROGRESS: at 69.04% examples, 745731 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:04,066 : INFO : EPOCH 3 - PROGRESS: at 69.42% examples, 745738 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:05,073 : INFO : EPOCH 3 - PROGRESS: at 69.81% examples, 745707 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:06,074 : INFO : EPOCH 3 - PROGRESS: at 70.17% examples, 745678 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:07,080 : INFO : EPOCH 3 - PROGRESS: at 70.54% examples, 745695 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:08,088 : INFO : EPOCH 3 - PROGRESS: at 70.90% examples, 745687 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:09,102 : INFO : EPOCH 3 - PROGRESS: at 71.27% examples, 745672 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:10,108 : INFO : EPOCH 3 - PROGRESS: at 71.65% examples, 745685 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:11,123 : INFO : EPOCH 3 - PROGRESS: at 72.03% examples, 745717 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:12,125 : INFO : EPOCH 3 - PROGRESS: at 72.37% examples, 745717 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:13,133 : INFO : EPOCH 3 - PROGRESS: at 72.75% examples, 745684 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:14,139 : INFO : EPOCH 3 - PROGRESS: at 73.10% examples, 745678 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:15,141 : INFO : EPOCH 3 - PROGRESS: at 73.48% examples, 745684 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:16,145 : INFO : EPOCH 3 - PROGRESS: at 73.82% examples, 745697 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:33:17,162 : INFO : EPOCH 3 - PROGRESS: at 74.20% examples, 745706 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:18,177 : INFO : EPOCH 3 - PROGRESS: at 74.54% examples, 745754 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:19,189 : INFO : EPOCH 3 - PROGRESS: at 74.91% examples, 745788 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:20,208 : INFO : EPOCH 3 - PROGRESS: at 75.27% examples, 745764 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:21,209 : INFO : EPOCH 3 - PROGRESS: at 75.65% examples, 745761 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:22,221 : INFO : EPOCH 3 - PROGRESS: at 76.03% examples, 745741 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:23,237 : INFO : EPOCH 3 - PROGRESS: at 76.39% examples, 745793 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:24,250 : INFO : EPOCH 3 - PROGRESS: at 76.74% examples, 745833 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:25,251 : INFO : EPOCH 3 - PROGRESS: at 77.10% examples, 745827 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:26,257 : INFO : EPOCH 3 - PROGRESS: at 77.46% examples, 745893 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:27,263 : INFO : EPOCH 3 - PROGRESS: at 77.82% examples, 745852 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:28,284 : INFO : EPOCH 3 - PROGRESS: at 78.20% examples, 745875 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:29,290 : INFO : EPOCH 3 - PROGRESS: at 78.55% examples, 745906 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:30,292 : INFO : EPOCH 3 - PROGRESS: at 78.91% examples, 745929 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:33:31,297 : INFO : EPOCH 3 - PROGRESS: at 79.29% examples, 745883 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:32,297 : INFO : EPOCH 3 - PROGRESS: at 79.66% examples, 745831 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:33,310 : INFO : EPOCH 3 - PROGRESS: at 79.99% examples, 745874 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:34,319 : INFO : EPOCH 3 - PROGRESS: at 80.38% examples, 745851 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:35,326 : INFO : EPOCH 3 - PROGRESS: at 80.71% examples, 745734 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:33:36,327 : INFO : EPOCH 3 - PROGRESS: at 81.03% examples, 745494 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:37,332 : INFO : EPOCH 3 - PROGRESS: at 81.35% examples, 745274 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:38,342 : INFO : EPOCH 3 - PROGRESS: at 81.66% examples, 745001 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:33:39,353 : INFO : EPOCH 3 - PROGRESS: at 81.98% examples, 744718 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:33:40,367 : INFO : EPOCH 3 - PROGRESS: at 82.33% examples, 744455 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:41,370 : INFO : EPOCH 3 - PROGRESS: at 82.67% examples, 744172 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:42,372 : INFO : EPOCH 3 - PROGRESS: at 82.99% examples, 743972 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:43,386 : INFO : EPOCH 3 - PROGRESS: at 83.32% examples, 743657 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:44,416 : INFO : EPOCH 3 - PROGRESS: at 83.66% examples, 743380 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:45,421 : INFO : EPOCH 3 - PROGRESS: at 84.02% examples, 743106 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:46,424 : INFO : EPOCH 3 - PROGRESS: at 84.36% examples, 742808 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:47,446 : INFO : EPOCH 3 - PROGRESS: at 84.68% examples, 742564 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:33:48,457 : INFO : EPOCH 3 - PROGRESS: at 84.98% examples, 742317 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:49,465 : INFO : EPOCH 3 - PROGRESS: at 85.30% examples, 742094 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:50,472 : INFO : EPOCH 3 - PROGRESS: at 85.62% examples, 741829 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:33:51,479 : INFO : EPOCH 3 - PROGRESS: at 85.93% examples, 741627 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:33:52,481 : INFO : EPOCH 3 - PROGRESS: at 86.27% examples, 741366 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:53,482 : INFO : EPOCH 3 - PROGRESS: at 86.61% examples, 741152 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:54,487 : INFO : EPOCH 3 - PROGRESS: at 86.94% examples, 740852 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:55,489 : INFO : EPOCH 3 - PROGRESS: at 87.29% examples, 740623 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:56,490 : INFO : EPOCH 3 - PROGRESS: at 87.62% examples, 740346 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:57,498 : INFO : EPOCH 3 - PROGRESS: at 87.95% examples, 740111 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:58,508 : INFO : EPOCH 3 - PROGRESS: at 88.29% examples, 739828 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:33:59,508 : INFO : EPOCH 3 - PROGRESS: at 88.64% examples, 739643 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:34:00,511 : INFO : EPOCH 3 - PROGRESS: at 88.98% examples, 739388 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:01,520 : INFO : EPOCH 3 - PROGRESS: at 89.32% examples, 739154 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:02,524 : INFO : EPOCH 3 - PROGRESS: at 89.64% examples, 738883 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:03,537 : INFO : EPOCH 3 - PROGRESS: at 89.98% examples, 738617 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:04,550 : INFO : EPOCH 3 - PROGRESS: at 90.28% examples, 738407 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:05,562 : INFO : EPOCH 3 - PROGRESS: at 90.63% examples, 738162 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:06,568 : INFO : EPOCH 3 - PROGRESS: at 90.95% examples, 738020 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:07,570 : INFO : EPOCH 3 - PROGRESS: at 91.26% examples, 737785 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:08,573 : INFO : EPOCH 3 - PROGRESS: at 91.61% examples, 737599 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:09,582 : INFO : EPOCH 3 - PROGRESS: at 91.93% examples, 737344 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:10,588 : INFO : EPOCH 3 - PROGRESS: at 92.26% examples, 737156 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:34:11,591 : INFO : EPOCH 3 - PROGRESS: at 92.62% examples, 736923 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:12,601 : INFO : EPOCH 3 - PROGRESS: at 92.95% examples, 736699 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:13,635 : INFO : EPOCH 3 - PROGRESS: at 93.27% examples, 736452 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:14,650 : INFO : EPOCH 3 - PROGRESS: at 93.61% examples, 736256 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:15,658 : INFO : EPOCH 3 - PROGRESS: at 93.94% examples, 736041 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:16,680 : INFO : EPOCH 3 - PROGRESS: at 94.26% examples, 735817 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:17,704 : INFO : EPOCH 3 - PROGRESS: at 94.58% examples, 735632 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:18,706 : INFO : EPOCH 3 - PROGRESS: at 94.90% examples, 735327 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:19,719 : INFO : EPOCH 3 - PROGRESS: at 95.21% examples, 734945 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:20,723 : INFO : EPOCH 3 - PROGRESS: at 95.50% examples, 734439 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:21,730 : INFO : EPOCH 3 - PROGRESS: at 95.82% examples, 734264 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:22,732 : INFO : EPOCH 3 - PROGRESS: at 96.14% examples, 734118 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:23,737 : INFO : EPOCH 3 - PROGRESS: at 96.45% examples, 733923 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:24,742 : INFO : EPOCH 3 - PROGRESS: at 96.82% examples, 733726 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:25,749 : INFO : EPOCH 3 - PROGRESS: at 97.17% examples, 733462 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:26,761 : INFO : EPOCH 3 - PROGRESS: at 97.52% examples, 733288 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:27,775 : INFO : EPOCH 3 - PROGRESS: at 97.86% examples, 733090 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:28,780 : INFO : EPOCH 3 - PROGRESS: at 98.20% examples, 732898 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:29,791 : INFO : EPOCH 3 - PROGRESS: at 98.55% examples, 732671 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:30,794 : INFO : EPOCH 3 - PROGRESS: at 98.88% examples, 732507 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:31,811 : INFO : EPOCH 3 - PROGRESS: at 99.21% examples, 732337 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:32,828 : INFO : EPOCH 3 - PROGRESS: at 99.55% examples, 732161 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:33,830 : INFO : EPOCH 3 - PROGRESS: at 99.89% examples, 731984 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:34,153 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 16:34:34,159 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 16:34:34,166 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 16:34:34,178 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 16:34:34,179 : INFO : EPOCH - 3 : training on 266061151 raw words (206814803 effective words) took 282.6s, 731920 effective words/s
2020-07-23 16:34:35,185 : INFO : EPOCH 4 - PROGRESS: at 0.34% examples, 649657 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:36,193 : INFO : EPOCH 4 - PROGRESS: at 0.69% examples, 668313 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:37,217 : INFO : EPOCH 4 - PROGRESS: at 1.01% examples, 672020 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:38,225 : INFO : EPOCH 4 - PROGRESS: at 1.31% examples, 676226 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:39,247 : INFO : EPOCH 4 - PROGRESS: at 1.66% examples, 675849 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:34:40,260 : INFO : EPOCH 4 - PROGRESS: at 2.00% examples, 676094 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:41,274 : INFO : EPOCH 4 - PROGRESS: at 2.31% examples, 676780 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:34:42,279 : INFO : EPOCH 4 - PROGRESS: at 2.63% examples, 677521 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:43,296 : INFO : EPOCH 4 - PROGRESS: at 2.97% examples, 676897 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:34:44,301 : INFO : EPOCH 4 - PROGRESS: at 3.29% examples, 677155 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:45,307 : INFO : EPOCH 4 - PROGRESS: at 3.61% examples, 677437 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:46,309 : INFO : EPOCH 4 - PROGRESS: at 3.95% examples, 677246 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:47,319 : INFO : EPOCH 4 - PROGRESS: at 4.26% examples, 678235 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:48,326 : INFO : EPOCH 4 - PROGRESS: at 4.58% examples, 678492 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:49,331 : INFO : EPOCH 4 - PROGRESS: at 4.91% examples, 678683 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:50,341 : INFO : EPOCH 4 - PROGRESS: at 5.23% examples, 678616 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:51,343 : INFO : EPOCH 4 - PROGRESS: at 5.55% examples, 679072 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:52,348 : INFO : EPOCH 4 - PROGRESS: at 5.89% examples, 678675 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:53,354 : INFO : EPOCH 4 - PROGRESS: at 6.22% examples, 678707 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:54,365 : INFO : EPOCH 4 - PROGRESS: at 6.53% examples, 678843 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:55,369 : INFO : EPOCH 4 - PROGRESS: at 6.86% examples, 679361 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:56,385 : INFO : EPOCH 4 - PROGRESS: at 7.20% examples, 678967 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:57,391 : INFO : EPOCH 4 - PROGRESS: at 7.54% examples, 679047 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:58,397 : INFO : EPOCH 4 - PROGRESS: at 7.87% examples, 679200 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:34:59,412 : INFO : EPOCH 4 - PROGRESS: at 8.18% examples, 679514 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:00,414 : INFO : EPOCH 4 - PROGRESS: at 8.50% examples, 679221 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:01,418 : INFO : EPOCH 4 - PROGRESS: at 8.85% examples, 679477 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:35:02,420 : INFO : EPOCH 4 - PROGRESS: at 9.17% examples, 679440 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:03,423 : INFO : EPOCH 4 - PROGRESS: at 9.50% examples, 679359 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:04,425 : INFO : EPOCH 4 - PROGRESS: at 9.82% examples, 679929 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:35:05,434 : INFO : EPOCH 4 - PROGRESS: at 10.15% examples, 679868 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:35:06,444 : INFO : EPOCH 4 - PROGRESS: at 10.49% examples, 679506 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:07,467 : INFO : EPOCH 4 - PROGRESS: at 10.83% examples, 679586 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:08,471 : INFO : EPOCH 4 - PROGRESS: at 11.16% examples, 679999 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:09,479 : INFO : EPOCH 4 - PROGRESS: at 11.49% examples, 679961 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:10,486 : INFO : EPOCH 4 - PROGRESS: at 11.80% examples, 680002 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:11,487 : INFO : EPOCH 4 - PROGRESS: at 12.15% examples, 679773 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:12,498 : INFO : EPOCH 4 - PROGRESS: at 12.48% examples, 679775 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:13,499 : INFO : EPOCH 4 - PROGRESS: at 12.82% examples, 679727 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:14,525 : INFO : EPOCH 4 - PROGRESS: at 13.16% examples, 679475 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:15,535 : INFO : EPOCH 4 - PROGRESS: at 13.51% examples, 679437 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:16,541 : INFO : EPOCH 4 - PROGRESS: at 13.83% examples, 679621 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:17,544 : INFO : EPOCH 4 - PROGRESS: at 14.17% examples, 679371 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:18,561 : INFO : EPOCH 4 - PROGRESS: at 14.50% examples, 679185 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:35:19,576 : INFO : EPOCH 4 - PROGRESS: at 14.86% examples, 679144 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:20,603 : INFO : EPOCH 4 - PROGRESS: at 15.20% examples, 679033 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:21,607 : INFO : EPOCH 4 - PROGRESS: at 15.53% examples, 679052 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:22,614 : INFO : EPOCH 4 - PROGRESS: at 15.87% examples, 679007 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:23,615 : INFO : EPOCH 4 - PROGRESS: at 16.21% examples, 678926 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:24,623 : INFO : EPOCH 4 - PROGRESS: at 16.55% examples, 678882 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:25,633 : INFO : EPOCH 4 - PROGRESS: at 16.89% examples, 678927 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:26,642 : INFO : EPOCH 4 - PROGRESS: at 17.20% examples, 678966 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:27,649 : INFO : EPOCH 4 - PROGRESS: at 17.53% examples, 679072 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:28,652 : INFO : EPOCH 4 - PROGRESS: at 17.85% examples, 679040 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:29,661 : INFO : EPOCH 4 - PROGRESS: at 18.20% examples, 679005 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:30,688 : INFO : EPOCH 4 - PROGRESS: at 18.52% examples, 678829 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:35:31,691 : INFO : EPOCH 4 - PROGRESS: at 18.84% examples, 678889 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:32,709 : INFO : EPOCH 4 - PROGRESS: at 19.16% examples, 678991 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:33,716 : INFO : EPOCH 4 - PROGRESS: at 19.50% examples, 678993 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:34,721 : INFO : EPOCH 4 - PROGRESS: at 19.83% examples, 679240 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:35:35,724 : INFO : EPOCH 4 - PROGRESS: at 20.17% examples, 679084 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:36,727 : INFO : EPOCH 4 - PROGRESS: at 20.49% examples, 679230 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:37,729 : INFO : EPOCH 4 - PROGRESS: at 20.84% examples, 679213 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:38,732 : INFO : EPOCH 4 - PROGRESS: at 21.18% examples, 679084 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:35:39,733 : INFO : EPOCH 4 - PROGRESS: at 21.50% examples, 679212 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:40,736 : INFO : EPOCH 4 - PROGRESS: at 21.82% examples, 679163 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:41,757 : INFO : EPOCH 4 - PROGRESS: at 22.18% examples, 679131 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:42,760 : INFO : EPOCH 4 - PROGRESS: at 22.49% examples, 679243 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:43,772 : INFO : EPOCH 4 - PROGRESS: at 22.83% examples, 679372 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:44,785 : INFO : EPOCH 4 - PROGRESS: at 23.17% examples, 679517 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:45,809 : INFO : EPOCH 4 - PROGRESS: at 23.50% examples, 679550 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:46,822 : INFO : EPOCH 4 - PROGRESS: at 23.84% examples, 679518 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:47,837 : INFO : EPOCH 4 - PROGRESS: at 24.19% examples, 679619 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:48,840 : INFO : EPOCH 4 - PROGRESS: at 24.52% examples, 679724 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:49,842 : INFO : EPOCH 4 - PROGRESS: at 24.84% examples, 679848 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:50,844 : INFO : EPOCH 4 - PROGRESS: at 25.15% examples, 679807 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:51,856 : INFO : EPOCH 4 - PROGRESS: at 25.48% examples, 679772 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:52,859 : INFO : EPOCH 4 - PROGRESS: at 25.80% examples, 679903 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:53,863 : INFO : EPOCH 4 - PROGRESS: at 26.13% examples, 679817 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:54,876 : INFO : EPOCH 4 - PROGRESS: at 26.48% examples, 679812 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:35:55,888 : INFO : EPOCH 4 - PROGRESS: at 26.84% examples, 679752 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:56,890 : INFO : EPOCH 4 - PROGRESS: at 27.18% examples, 679905 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:57,896 : INFO : EPOCH 4 - PROGRESS: at 27.51% examples, 679820 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:35:58,906 : INFO : EPOCH 4 - PROGRESS: at 27.87% examples, 679800 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:35:59,908 : INFO : EPOCH 4 - PROGRESS: at 28.22% examples, 679726 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:00,917 : INFO : EPOCH 4 - PROGRESS: at 28.55% examples, 679772 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:01,946 : INFO : EPOCH 4 - PROGRESS: at 28.91% examples, 679656 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:02,958 : INFO : EPOCH 4 - PROGRESS: at 29.26% examples, 679557 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:36:03,964 : INFO : EPOCH 4 - PROGRESS: at 29.58% examples, 679634 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:04,968 : INFO : EPOCH 4 - PROGRESS: at 29.88% examples, 679672 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:05,993 : INFO : EPOCH 4 - PROGRESS: at 30.20% examples, 679688 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:36:07,004 : INFO : EPOCH 4 - PROGRESS: at 30.51% examples, 679858 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:08,015 : INFO : EPOCH 4 - PROGRESS: at 30.85% examples, 679848 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:09,033 : INFO : EPOCH 4 - PROGRESS: at 31.19% examples, 679741 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:36:10,033 : INFO : EPOCH 4 - PROGRESS: at 31.52% examples, 679738 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:11,036 : INFO : EPOCH 4 - PROGRESS: at 31.85% examples, 679811 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:12,046 : INFO : EPOCH 4 - PROGRESS: at 32.14% examples, 679833 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:13,050 : INFO : EPOCH 4 - PROGRESS: at 32.46% examples, 679807 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:14,089 : INFO : EPOCH 4 - PROGRESS: at 32.78% examples, 679762 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:15,094 : INFO : EPOCH 4 - PROGRESS: at 33.14% examples, 679916 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:16,098 : INFO : EPOCH 4 - PROGRESS: at 33.47% examples, 679894 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:17,107 : INFO : EPOCH 4 - PROGRESS: at 33.80% examples, 679809 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:18,112 : INFO : EPOCH 4 - PROGRESS: at 34.13% examples, 679889 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:19,121 : INFO : EPOCH 4 - PROGRESS: at 34.47% examples, 679881 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:20,127 : INFO : EPOCH 4 - PROGRESS: at 34.79% examples, 679909 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:36:21,133 : INFO : EPOCH 4 - PROGRESS: at 35.14% examples, 679904 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:22,147 : INFO : EPOCH 4 - PROGRESS: at 35.46% examples, 679915 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:23,156 : INFO : EPOCH 4 - PROGRESS: at 35.79% examples, 679920 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:24,164 : INFO : EPOCH 4 - PROGRESS: at 36.10% examples, 679963 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:25,180 : INFO : EPOCH 4 - PROGRESS: at 36.44% examples, 679973 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:26,182 : INFO : EPOCH 4 - PROGRESS: at 36.75% examples, 680059 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:27,200 : INFO : EPOCH 4 - PROGRESS: at 37.07% examples, 680014 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:28,204 : INFO : EPOCH 4 - PROGRESS: at 37.40% examples, 679961 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:29,223 : INFO : EPOCH 4 - PROGRESS: at 37.75% examples, 679925 words/s, in_qsize 8, out_qsize 1
2020-07-23 16:36:30,228 : INFO : EPOCH 4 - PROGRESS: at 38.09% examples, 680027 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:31,254 : INFO : EPOCH 4 - PROGRESS: at 38.41% examples, 680107 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:32,255 : INFO : EPOCH 4 - PROGRESS: at 38.74% examples, 680232 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:33,258 : INFO : EPOCH 4 - PROGRESS: at 39.07% examples, 680117 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:36:34,275 : INFO : EPOCH 4 - PROGRESS: at 39.40% examples, 680164 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:35,279 : INFO : EPOCH 4 - PROGRESS: at 39.73% examples, 680142 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:36,284 : INFO : EPOCH 4 - PROGRESS: at 40.05% examples, 680052 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:37,292 : INFO : EPOCH 4 - PROGRESS: at 40.37% examples, 680155 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:38,301 : INFO : EPOCH 4 - PROGRESS: at 40.71% examples, 680201 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:36:39,303 : INFO : EPOCH 4 - PROGRESS: at 41.04% examples, 680147 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:40,310 : INFO : EPOCH 4 - PROGRESS: at 41.36% examples, 680162 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:41,311 : INFO : EPOCH 4 - PROGRESS: at 41.66% examples, 680168 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:42,321 : INFO : EPOCH 4 - PROGRESS: at 41.99% examples, 680240 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:43,322 : INFO : EPOCH 4 - PROGRESS: at 42.34% examples, 680248 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:44,322 : INFO : EPOCH 4 - PROGRESS: at 42.67% examples, 680203 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:45,328 : INFO : EPOCH 4 - PROGRESS: at 43.00% examples, 680165 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:46,346 : INFO : EPOCH 4 - PROGRESS: at 43.31% examples, 680219 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:47,353 : INFO : EPOCH 4 - PROGRESS: at 43.65% examples, 680256 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:48,372 : INFO : EPOCH 4 - PROGRESS: at 43.98% examples, 680246 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:49,373 : INFO : EPOCH 4 - PROGRESS: at 44.33% examples, 680237 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:50,373 : INFO : EPOCH 4 - PROGRESS: at 44.66% examples, 680218 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:51,382 : INFO : EPOCH 4 - PROGRESS: at 45.00% examples, 680185 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:52,383 : INFO : EPOCH 4 - PROGRESS: at 45.33% examples, 680145 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:36:53,391 : INFO : EPOCH 4 - PROGRESS: at 45.66% examples, 680292 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:54,397 : INFO : EPOCH 4 - PROGRESS: at 45.99% examples, 680333 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:55,397 : INFO : EPOCH 4 - PROGRESS: at 46.28% examples, 680246 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:56,403 : INFO : EPOCH 4 - PROGRESS: at 46.62% examples, 680258 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:36:57,406 : INFO : EPOCH 4 - PROGRESS: at 46.94% examples, 680352 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:58,412 : INFO : EPOCH 4 - PROGRESS: at 47.24% examples, 680148 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:36:59,415 : INFO : EPOCH 4 - PROGRESS: at 47.56% examples, 679977 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:00,416 : INFO : EPOCH 4 - PROGRESS: at 47.88% examples, 679313 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:01,430 : INFO : EPOCH 4 - PROGRESS: at 48.24% examples, 679715 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:37:02,449 : INFO : EPOCH 4 - PROGRESS: at 48.64% examples, 680109 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:03,456 : INFO : EPOCH 4 - PROGRESS: at 48.99% examples, 680574 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:37:04,473 : INFO : EPOCH 4 - PROGRESS: at 49.37% examples, 681015 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:05,479 : INFO : EPOCH 4 - PROGRESS: at 49.73% examples, 681476 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:06,489 : INFO : EPOCH 4 - PROGRESS: at 50.09% examples, 681919 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:07,505 : INFO : EPOCH 4 - PROGRESS: at 50.46% examples, 682394 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:08,509 : INFO : EPOCH 4 - PROGRESS: at 50.84% examples, 682820 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:09,513 : INFO : EPOCH 4 - PROGRESS: at 51.19% examples, 683177 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:10,527 : INFO : EPOCH 4 - PROGRESS: at 51.59% examples, 683550 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:11,527 : INFO : EPOCH 4 - PROGRESS: at 51.94% examples, 684016 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:12,530 : INFO : EPOCH 4 - PROGRESS: at 52.31% examples, 684355 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:13,558 : INFO : EPOCH 4 - PROGRESS: at 52.66% examples, 684753 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:14,561 : INFO : EPOCH 4 - PROGRESS: at 53.03% examples, 685164 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:15,563 : INFO : EPOCH 4 - PROGRESS: at 53.38% examples, 685597 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:16,575 : INFO : EPOCH 4 - PROGRESS: at 53.75% examples, 685979 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:17,586 : INFO : EPOCH 4 - PROGRESS: at 54.12% examples, 686385 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:37:18,587 : INFO : EPOCH 4 - PROGRESS: at 54.45% examples, 686848 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:19,593 : INFO : EPOCH 4 - PROGRESS: at 54.80% examples, 687274 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:20,616 : INFO : EPOCH 4 - PROGRESS: at 55.18% examples, 687578 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:21,621 : INFO : EPOCH 4 - PROGRESS: at 55.54% examples, 688004 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:22,625 : INFO : EPOCH 4 - PROGRESS: at 55.87% examples, 688320 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:23,644 : INFO : EPOCH 4 - PROGRESS: at 56.26% examples, 688707 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:37:24,655 : INFO : EPOCH 4 - PROGRESS: at 56.61% examples, 689051 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:25,657 : INFO : EPOCH 4 - PROGRESS: at 56.98% examples, 689357 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:26,659 : INFO : EPOCH 4 - PROGRESS: at 57.33% examples, 689731 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:27,666 : INFO : EPOCH 4 - PROGRESS: at 57.71% examples, 690106 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:28,679 : INFO : EPOCH 4 - PROGRESS: at 58.06% examples, 690451 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:29,687 : INFO : EPOCH 4 - PROGRESS: at 58.45% examples, 690747 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:30,691 : INFO : EPOCH 4 - PROGRESS: at 58.79% examples, 691019 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:31,694 : INFO : EPOCH 4 - PROGRESS: at 59.19% examples, 691333 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:32,703 : INFO : EPOCH 4 - PROGRESS: at 59.56% examples, 691641 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:33,723 : INFO : EPOCH 4 - PROGRESS: at 59.96% examples, 691917 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:37:34,734 : INFO : EPOCH 4 - PROGRESS: at 60.32% examples, 692207 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:35,753 : INFO : EPOCH 4 - PROGRESS: at 60.68% examples, 692525 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:36,753 : INFO : EPOCH 4 - PROGRESS: at 61.06% examples, 692807 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:37,759 : INFO : EPOCH 4 - PROGRESS: at 61.43% examples, 693060 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:38,760 : INFO : EPOCH 4 - PROGRESS: at 61.79% examples, 693370 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:39,765 : INFO : EPOCH 4 - PROGRESS: at 62.15% examples, 693659 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:40,767 : INFO : EPOCH 4 - PROGRESS: at 62.52% examples, 693903 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:37:41,778 : INFO : EPOCH 4 - PROGRESS: at 62.85% examples, 694189 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:42,788 : INFO : EPOCH 4 - PROGRESS: at 63.22% examples, 694536 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:43,809 : INFO : EPOCH 4 - PROGRESS: at 63.57% examples, 694824 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:44,833 : INFO : EPOCH 4 - PROGRESS: at 63.96% examples, 695082 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:45,844 : INFO : EPOCH 4 - PROGRESS: at 64.33% examples, 695363 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:46,851 : INFO : EPOCH 4 - PROGRESS: at 64.72% examples, 695603 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:37:47,853 : INFO : EPOCH 4 - PROGRESS: at 65.10% examples, 695913 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:48,869 : INFO : EPOCH 4 - PROGRESS: at 65.46% examples, 696103 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:49,869 : INFO : EPOCH 4 - PROGRESS: at 65.85% examples, 696409 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:50,877 : INFO : EPOCH 4 - PROGRESS: at 66.20% examples, 696698 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:51,881 : INFO : EPOCH 4 - PROGRESS: at 66.56% examples, 696942 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:52,885 : INFO : EPOCH 4 - PROGRESS: at 66.96% examples, 697183 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:53,897 : INFO : EPOCH 4 - PROGRESS: at 67.33% examples, 697467 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:37:54,898 : INFO : EPOCH 4 - PROGRESS: at 67.71% examples, 697664 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:55,902 : INFO : EPOCH 4 - PROGRESS: at 68.08% examples, 697871 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:56,902 : INFO : EPOCH 4 - PROGRESS: at 68.47% examples, 698101 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:57,909 : INFO : EPOCH 4 - PROGRESS: at 68.81% examples, 698365 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:58,917 : INFO : EPOCH 4 - PROGRESS: at 69.17% examples, 698604 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:37:59,920 : INFO : EPOCH 4 - PROGRESS: at 69.54% examples, 698778 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:00,932 : INFO : EPOCH 4 - PROGRESS: at 69.92% examples, 698974 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:01,935 : INFO : EPOCH 4 - PROGRESS: at 70.31% examples, 699249 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:02,944 : INFO : EPOCH 4 - PROGRESS: at 70.67% examples, 699391 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:38:03,952 : INFO : EPOCH 4 - PROGRESS: at 71.03% examples, 699636 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:04,969 : INFO : EPOCH 4 - PROGRESS: at 71.40% examples, 699847 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:05,971 : INFO : EPOCH 4 - PROGRESS: at 71.78% examples, 700129 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:06,973 : INFO : EPOCH 4 - PROGRESS: at 72.14% examples, 700329 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:07,982 : INFO : EPOCH 4 - PROGRESS: at 72.49% examples, 700533 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:08,982 : INFO : EPOCH 4 - PROGRESS: at 72.86% examples, 700780 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:09,991 : INFO : EPOCH 4 - PROGRESS: at 73.22% examples, 700905 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:11,010 : INFO : EPOCH 4 - PROGRESS: at 73.58% examples, 701133 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:12,021 : INFO : EPOCH 4 - PROGRESS: at 73.95% examples, 701323 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:13,034 : INFO : EPOCH 4 - PROGRESS: at 74.27% examples, 701249 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:14,034 : INFO : EPOCH 4 - PROGRESS: at 74.58% examples, 701207 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:15,036 : INFO : EPOCH 4 - PROGRESS: at 74.91% examples, 701068 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:16,040 : INFO : EPOCH 4 - PROGRESS: at 75.25% examples, 701014 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:17,051 : INFO : EPOCH 4 - PROGRESS: at 75.60% examples, 700864 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:18,057 : INFO : EPOCH 4 - PROGRESS: at 75.94% examples, 700709 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:19,069 : INFO : EPOCH 4 - PROGRESS: at 76.27% examples, 700676 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:20,073 : INFO : EPOCH 4 - PROGRESS: at 76.58% examples, 700641 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:21,077 : INFO : EPOCH 4 - PROGRESS: at 76.91% examples, 700565 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:22,079 : INFO : EPOCH 4 - PROGRESS: at 77.25% examples, 700483 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:23,087 : INFO : EPOCH 4 - PROGRESS: at 77.55% examples, 700411 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:24,090 : INFO : EPOCH 4 - PROGRESS: at 77.90% examples, 700297 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:25,107 : INFO : EPOCH 4 - PROGRESS: at 78.23% examples, 700152 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:38:26,109 : INFO : EPOCH 4 - PROGRESS: at 78.55% examples, 700100 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:27,112 : INFO : EPOCH 4 - PROGRESS: at 78.87% examples, 700004 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:28,117 : INFO : EPOCH 4 - PROGRESS: at 79.21% examples, 699881 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:38:29,123 : INFO : EPOCH 4 - PROGRESS: at 79.57% examples, 699807 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:38:30,132 : INFO : EPOCH 4 - PROGRESS: at 79.88% examples, 699746 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:31,133 : INFO : EPOCH 4 - PROGRESS: at 80.21% examples, 699628 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:32,135 : INFO : EPOCH 4 - PROGRESS: at 80.52% examples, 699509 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:33,140 : INFO : EPOCH 4 - PROGRESS: at 80.85% examples, 699480 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:34,141 : INFO : EPOCH 4 - PROGRESS: at 81.17% examples, 699445 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:38:35,148 : INFO : EPOCH 4 - PROGRESS: at 81.49% examples, 699394 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:36,161 : INFO : EPOCH 4 - PROGRESS: at 81.79% examples, 699361 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:38:37,164 : INFO : EPOCH 4 - PROGRESS: at 82.14% examples, 699294 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:38,174 : INFO : EPOCH 4 - PROGRESS: at 82.48% examples, 699197 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:39,180 : INFO : EPOCH 4 - PROGRESS: at 82.81% examples, 699158 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:40,189 : INFO : EPOCH 4 - PROGRESS: at 83.12% examples, 699093 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:41,214 : INFO : EPOCH 4 - PROGRESS: at 83.47% examples, 698992 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:42,220 : INFO : EPOCH 4 - PROGRESS: at 83.80% examples, 698942 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:43,233 : INFO : EPOCH 4 - PROGRESS: at 84.17% examples, 698835 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:38:44,236 : INFO : EPOCH 4 - PROGRESS: at 84.49% examples, 698775 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:45,242 : INFO : EPOCH 4 - PROGRESS: at 84.80% examples, 698706 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:46,252 : INFO : EPOCH 4 - PROGRESS: at 85.11% examples, 698693 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:47,267 : INFO : EPOCH 4 - PROGRESS: at 85.43% examples, 698603 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:38:48,270 : INFO : EPOCH 4 - PROGRESS: at 85.74% examples, 698526 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:38:49,273 : INFO : EPOCH 4 - PROGRESS: at 86.08% examples, 698426 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:50,286 : INFO : EPOCH 4 - PROGRESS: at 86.40% examples, 698367 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:51,288 : INFO : EPOCH 4 - PROGRESS: at 86.75% examples, 698293 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:52,289 : INFO : EPOCH 4 - PROGRESS: at 87.08% examples, 698246 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:53,292 : INFO : EPOCH 4 - PROGRESS: at 87.43% examples, 698152 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:54,299 : INFO : EPOCH 4 - PROGRESS: at 87.77% examples, 698056 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:55,303 : INFO : EPOCH 4 - PROGRESS: at 88.08% examples, 698026 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:56,322 : INFO : EPOCH 4 - PROGRESS: at 88.43% examples, 697928 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:57,325 : INFO : EPOCH 4 - PROGRESS: at 88.77% examples, 697891 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:58,335 : INFO : EPOCH 4 - PROGRESS: at 89.10% examples, 697822 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:38:59,337 : INFO : EPOCH 4 - PROGRESS: at 89.45% examples, 697772 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:00,340 : INFO : EPOCH 4 - PROGRESS: at 89.78% examples, 697706 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:01,348 : INFO : EPOCH 4 - PROGRESS: at 90.10% examples, 697602 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:02,350 : INFO : EPOCH 4 - PROGRESS: at 90.42% examples, 697537 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:03,361 : INFO : EPOCH 4 - PROGRESS: at 90.76% examples, 697502 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:04,366 : INFO : EPOCH 4 - PROGRESS: at 91.07% examples, 697451 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:05,369 : INFO : EPOCH 4 - PROGRESS: at 91.40% examples, 697422 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:39:06,383 : INFO : EPOCH 4 - PROGRESS: at 91.74% examples, 697343 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:07,384 : INFO : EPOCH 4 - PROGRESS: at 92.07% examples, 697304 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:08,392 : INFO : EPOCH 4 - PROGRESS: at 92.41% examples, 697272 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:09,402 : INFO : EPOCH 4 - PROGRESS: at 92.75% examples, 697174 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:10,409 : INFO : EPOCH 4 - PROGRESS: at 93.09% examples, 697117 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:39:11,411 : INFO : EPOCH 4 - PROGRESS: at 93.40% examples, 697069 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:12,436 : INFO : EPOCH 4 - PROGRESS: at 93.75% examples, 696953 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:13,450 : INFO : EPOCH 4 - PROGRESS: at 94.07% examples, 696916 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:14,461 : INFO : EPOCH 4 - PROGRESS: at 94.39% examples, 696837 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:39:15,468 : INFO : EPOCH 4 - PROGRESS: at 94.69% examples, 696824 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:16,476 : INFO : EPOCH 4 - PROGRESS: at 95.03% examples, 696750 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:17,477 : INFO : EPOCH 4 - PROGRESS: at 95.34% examples, 696702 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:18,483 : INFO : EPOCH 4 - PROGRESS: at 95.67% examples, 696644 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:39:19,489 : INFO : EPOCH 4 - PROGRESS: at 96.01% examples, 696593 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:20,494 : INFO : EPOCH 4 - PROGRESS: at 96.30% examples, 696552 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:21,498 : INFO : EPOCH 4 - PROGRESS: at 96.65% examples, 696507 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:39:22,499 : INFO : EPOCH 4 - PROGRESS: at 97.03% examples, 696451 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:23,507 : INFO : EPOCH 4 - PROGRESS: at 97.37% examples, 696375 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:24,514 : INFO : EPOCH 4 - PROGRESS: at 97.70% examples, 696276 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:25,516 : INFO : EPOCH 4 - PROGRESS: at 98.04% examples, 696245 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:39:26,519 : INFO : EPOCH 4 - PROGRESS: at 98.41% examples, 696155 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:27,521 : INFO : EPOCH 4 - PROGRESS: at 98.72% examples, 696132 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:39:28,522 : INFO : EPOCH 4 - PROGRESS: at 99.05% examples, 696077 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:29,526 : INFO : EPOCH 4 - PROGRESS: at 99.39% examples, 695995 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:30,545 : INFO : EPOCH 4 - PROGRESS: at 99.71% examples, 695960 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:31,350 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 16:39:31,352 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 16:39:31,355 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 16:39:31,372 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 16:39:31,373 : INFO : EPOCH - 4 : training on 266061151 raw words (206819816 effective words) took 297.2s, 695920 effective words/s
2020-07-23 16:39:32,393 : INFO : EPOCH 5 - PROGRESS: at 0.34% examples, 637223 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:33,401 : INFO : EPOCH 5 - PROGRESS: at 0.68% examples, 661522 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:34,405 : INFO : EPOCH 5 - PROGRESS: at 1.00% examples, 667584 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:35,407 : INFO : EPOCH 5 - PROGRESS: at 1.30% examples, 672213 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:36,425 : INFO : EPOCH 5 - PROGRESS: at 1.64% examples, 672320 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:37,437 : INFO : EPOCH 5 - PROGRESS: at 1.99% examples, 673121 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:39:38,444 : INFO : EPOCH 5 - PROGRESS: at 2.29% examples, 671442 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:39,445 : INFO : EPOCH 5 - PROGRESS: at 2.59% examples, 669443 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:40,473 : INFO : EPOCH 5 - PROGRESS: at 2.91% examples, 666802 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:41,479 : INFO : EPOCH 5 - PROGRESS: at 3.18% examples, 657755 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:42,489 : INFO : EPOCH 5 - PROGRESS: at 3.50% examples, 660806 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:43,492 : INFO : EPOCH 5 - PROGRESS: at 3.85% examples, 662011 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:44,501 : INFO : EPOCH 5 - PROGRESS: at 4.17% examples, 663410 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:45,505 : INFO : EPOCH 5 - PROGRESS: at 4.48% examples, 665004 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:46,508 : INFO : EPOCH 5 - PROGRESS: at 4.80% examples, 666144 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:47,520 : INFO : EPOCH 5 - PROGRESS: at 5.14% examples, 666710 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:48,532 : INFO : EPOCH 5 - PROGRESS: at 5.45% examples, 667943 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:49,536 : INFO : EPOCH 5 - PROGRESS: at 5.81% examples, 668795 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:50,542 : INFO : EPOCH 5 - PROGRESS: at 6.13% examples, 669576 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:51,560 : INFO : EPOCH 5 - PROGRESS: at 6.45% examples, 669408 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:52,561 : INFO : EPOCH 5 - PROGRESS: at 6.77% examples, 670774 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:53,561 : INFO : EPOCH 5 - PROGRESS: at 7.09% examples, 670683 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:54,567 : INFO : EPOCH 5 - PROGRESS: at 7.44% examples, 671208 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:55,567 : INFO : EPOCH 5 - PROGRESS: at 7.77% examples, 671416 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:56,573 : INFO : EPOCH 5 - PROGRESS: at 8.08% examples, 672109 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:57,582 : INFO : EPOCH 5 - PROGRESS: at 8.40% examples, 672462 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:39:58,583 : INFO : EPOCH 5 - PROGRESS: at 8.74% examples, 672720 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:39:59,594 : INFO : EPOCH 5 - PROGRESS: at 9.06% examples, 673378 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:00,608 : INFO : EPOCH 5 - PROGRESS: at 9.41% examples, 673405 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:01,611 : INFO : EPOCH 5 - PROGRESS: at 9.72% examples, 673950 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:02,631 : INFO : EPOCH 5 - PROGRESS: at 10.06% examples, 673746 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:03,652 : INFO : EPOCH 5 - PROGRESS: at 10.40% examples, 673907 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:04,667 : INFO : EPOCH 5 - PROGRESS: at 10.74% examples, 674349 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:05,676 : INFO : EPOCH 5 - PROGRESS: at 11.07% examples, 674667 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:06,687 : INFO : EPOCH 5 - PROGRESS: at 11.40% examples, 674775 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:07,705 : INFO : EPOCH 5 - PROGRESS: at 11.71% examples, 675186 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:08,715 : INFO : EPOCH 5 - PROGRESS: at 12.07% examples, 675136 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:09,717 : INFO : EPOCH 5 - PROGRESS: at 12.41% examples, 675346 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:10,721 : INFO : EPOCH 5 - PROGRESS: at 12.72% examples, 675423 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:11,724 : INFO : EPOCH 5 - PROGRESS: at 13.08% examples, 675454 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:12,732 : INFO : EPOCH 5 - PROGRESS: at 13.43% examples, 675625 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:40:13,738 : INFO : EPOCH 5 - PROGRESS: at 13.75% examples, 675600 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:14,742 : INFO : EPOCH 5 - PROGRESS: at 14.08% examples, 675629 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:15,761 : INFO : EPOCH 5 - PROGRESS: at 14.42% examples, 675601 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:40:16,766 : INFO : EPOCH 5 - PROGRESS: at 14.78% examples, 675722 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:17,768 : INFO : EPOCH 5 - PROGRESS: at 15.10% examples, 675721 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:18,772 : INFO : EPOCH 5 - PROGRESS: at 15.45% examples, 675819 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:19,783 : INFO : EPOCH 5 - PROGRESS: at 15.78% examples, 675777 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:20,792 : INFO : EPOCH 5 - PROGRESS: at 16.13% examples, 675825 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:21,794 : INFO : EPOCH 5 - PROGRESS: at 16.48% examples, 675977 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:22,796 : INFO : EPOCH 5 - PROGRESS: at 16.80% examples, 676132 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:23,802 : INFO : EPOCH 5 - PROGRESS: at 17.12% examples, 675770 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:24,813 : INFO : EPOCH 5 - PROGRESS: at 17.45% examples, 675987 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:25,815 : INFO : EPOCH 5 - PROGRESS: at 17.77% examples, 676154 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:26,823 : INFO : EPOCH 5 - PROGRESS: at 18.11% examples, 676275 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:27,827 : INFO : EPOCH 5 - PROGRESS: at 18.43% examples, 676319 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:28,830 : INFO : EPOCH 5 - PROGRESS: at 18.75% examples, 676517 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:29,832 : INFO : EPOCH 5 - PROGRESS: at 19.08% examples, 676712 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:30,859 : INFO : EPOCH 5 - PROGRESS: at 19.41% examples, 676585 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:31,862 : INFO : EPOCH 5 - PROGRESS: at 19.75% examples, 676749 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:40:32,867 : INFO : EPOCH 5 - PROGRESS: at 20.08% examples, 676800 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:33,874 : INFO : EPOCH 5 - PROGRESS: at 20.40% examples, 676766 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:40:34,891 : INFO : EPOCH 5 - PROGRESS: at 20.75% examples, 676770 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:35,897 : INFO : EPOCH 5 - PROGRESS: at 21.09% examples, 676864 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:36,903 : INFO : EPOCH 5 - PROGRESS: at 21.41% examples, 676866 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:37,910 : INFO : EPOCH 5 - PROGRESS: at 21.74% examples, 676818 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:38,924 : INFO : EPOCH 5 - PROGRESS: at 22.10% examples, 676941 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:39,925 : INFO : EPOCH 5 - PROGRESS: at 22.41% examples, 677117 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:40,934 : INFO : EPOCH 5 - PROGRESS: at 22.73% examples, 677214 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:41,953 : INFO : EPOCH 5 - PROGRESS: at 23.08% examples, 677153 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:42,972 : INFO : EPOCH 5 - PROGRESS: at 23.42% examples, 677278 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:43,986 : INFO : EPOCH 5 - PROGRESS: at 23.76% examples, 677316 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:44,989 : INFO : EPOCH 5 - PROGRESS: at 24.11% examples, 677369 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:40:45,989 : INFO : EPOCH 5 - PROGRESS: at 24.43% examples, 677452 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:46,999 : INFO : EPOCH 5 - PROGRESS: at 24.74% examples, 677519 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:48,008 : INFO : EPOCH 5 - PROGRESS: at 25.04% examples, 677469 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:49,015 : INFO : EPOCH 5 - PROGRESS: at 25.39% examples, 677602 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:50,020 : INFO : EPOCH 5 - PROGRESS: at 25.71% examples, 677676 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:51,022 : INFO : EPOCH 5 - PROGRESS: at 26.03% examples, 677753 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:52,030 : INFO : EPOCH 5 - PROGRESS: at 26.37% examples, 677743 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:53,050 : INFO : EPOCH 5 - PROGRESS: at 26.74% examples, 677797 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:54,055 : INFO : EPOCH 5 - PROGRESS: at 27.09% examples, 677879 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:55,059 : INFO : EPOCH 5 - PROGRESS: at 27.42% examples, 677835 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:56,060 : INFO : EPOCH 5 - PROGRESS: at 27.77% examples, 677851 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:57,063 : INFO : EPOCH 5 - PROGRESS: at 28.13% examples, 677822 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:58,083 : INFO : EPOCH 5 - PROGRESS: at 28.45% examples, 677940 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:40:59,085 : INFO : EPOCH 5 - PROGRESS: at 28.80% examples, 677844 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:41:00,088 : INFO : EPOCH 5 - PROGRESS: at 29.16% examples, 677714 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:01,092 : INFO : EPOCH 5 - PROGRESS: at 29.49% examples, 677852 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:02,098 : INFO : EPOCH 5 - PROGRESS: at 29.78% examples, 677874 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:03,102 : INFO : EPOCH 5 - PROGRESS: at 30.08% examples, 677935 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:04,112 : INFO : EPOCH 5 - PROGRESS: at 30.41% examples, 678033 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:05,114 : INFO : EPOCH 5 - PROGRESS: at 30.74% examples, 678053 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:06,121 : INFO : EPOCH 5 - PROGRESS: at 31.09% examples, 678095 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:07,121 : INFO : EPOCH 5 - PROGRESS: at 31.40% examples, 678108 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:08,126 : INFO : EPOCH 5 - PROGRESS: at 31.74% examples, 678150 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:09,143 : INFO : EPOCH 5 - PROGRESS: at 32.04% examples, 678197 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:10,147 : INFO : EPOCH 5 - PROGRESS: at 32.36% examples, 678345 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:11,156 : INFO : EPOCH 5 - PROGRESS: at 32.66% examples, 678464 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:12,158 : INFO : EPOCH 5 - PROGRESS: at 33.02% examples, 678417 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:13,159 : INFO : EPOCH 5 - PROGRESS: at 33.36% examples, 678390 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:14,159 : INFO : EPOCH 5 - PROGRESS: at 33.69% examples, 678468 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:15,161 : INFO : EPOCH 5 - PROGRESS: at 34.03% examples, 678535 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:16,170 : INFO : EPOCH 5 - PROGRESS: at 34.35% examples, 678632 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:17,184 : INFO : EPOCH 5 - PROGRESS: at 34.68% examples, 678671 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:18,185 : INFO : EPOCH 5 - PROGRESS: at 35.03% examples, 678658 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:19,190 : INFO : EPOCH 5 - PROGRESS: at 35.36% examples, 678689 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:20,190 : INFO : EPOCH 5 - PROGRESS: at 35.67% examples, 678804 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:21,199 : INFO : EPOCH 5 - PROGRESS: at 35.99% examples, 678827 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:22,203 : INFO : EPOCH 5 - PROGRESS: at 36.33% examples, 678905 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:23,205 : INFO : EPOCH 5 - PROGRESS: at 36.63% examples, 678910 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:24,217 : INFO : EPOCH 5 - PROGRESS: at 36.96% examples, 678945 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:25,219 : INFO : EPOCH 5 - PROGRESS: at 37.29% examples, 679036 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:26,224 : INFO : EPOCH 5 - PROGRESS: at 37.63% examples, 679037 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:27,229 : INFO : EPOCH 5 - PROGRESS: at 37.97% examples, 679067 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:28,234 : INFO : EPOCH 5 - PROGRESS: at 38.30% examples, 679138 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:29,241 : INFO : EPOCH 5 - PROGRESS: at 38.61% examples, 679152 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:30,247 : INFO : EPOCH 5 - PROGRESS: at 38.94% examples, 679229 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:31,251 : INFO : EPOCH 5 - PROGRESS: at 39.27% examples, 679140 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:32,263 : INFO : EPOCH 5 - PROGRESS: at 39.60% examples, 679067 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:33,264 : INFO : EPOCH 5 - PROGRESS: at 39.93% examples, 679112 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:34,278 : INFO : EPOCH 5 - PROGRESS: at 40.26% examples, 679202 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:35,290 : INFO : EPOCH 5 - PROGRESS: at 40.58% examples, 679325 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:36,296 : INFO : EPOCH 5 - PROGRESS: at 40.92% examples, 679320 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:37,302 : INFO : EPOCH 5 - PROGRESS: at 41.25% examples, 679390 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:38,302 : INFO : EPOCH 5 - PROGRESS: at 41.55% examples, 679372 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:39,304 : INFO : EPOCH 5 - PROGRESS: at 41.87% examples, 679433 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:40,309 : INFO : EPOCH 5 - PROGRESS: at 42.21% examples, 679492 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:41:41,314 : INFO : EPOCH 5 - PROGRESS: at 42.55% examples, 679500 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:42,320 : INFO : EPOCH 5 - PROGRESS: at 42.88% examples, 679513 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:43,321 : INFO : EPOCH 5 - PROGRESS: at 43.19% examples, 679481 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:44,327 : INFO : EPOCH 5 - PROGRESS: at 43.54% examples, 679483 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:45,351 : INFO : EPOCH 5 - PROGRESS: at 43.86% examples, 679469 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:46,360 : INFO : EPOCH 5 - PROGRESS: at 44.20% examples, 679491 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:47,370 : INFO : EPOCH 5 - PROGRESS: at 44.54% examples, 679497 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:48,371 : INFO : EPOCH 5 - PROGRESS: at 44.89% examples, 679516 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:41:49,374 : INFO : EPOCH 5 - PROGRESS: at 45.22% examples, 679514 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:50,379 : INFO : EPOCH 5 - PROGRESS: at 45.55% examples, 679556 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:51,381 : INFO : EPOCH 5 - PROGRESS: at 45.87% examples, 679559 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:52,384 : INFO : EPOCH 5 - PROGRESS: at 46.18% examples, 679649 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:53,387 : INFO : EPOCH 5 - PROGRESS: at 46.51% examples, 679681 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:54,399 : INFO : EPOCH 5 - PROGRESS: at 46.84% examples, 679754 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:41:55,401 : INFO : EPOCH 5 - PROGRESS: at 47.15% examples, 679777 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:56,406 : INFO : EPOCH 5 - PROGRESS: at 47.48% examples, 679776 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:57,408 : INFO : EPOCH 5 - PROGRESS: at 47.83% examples, 679763 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:58,412 : INFO : EPOCH 5 - PROGRESS: at 48.17% examples, 679810 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:41:59,430 : INFO : EPOCH 5 - PROGRESS: at 48.53% examples, 679757 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:00,438 : INFO : EPOCH 5 - PROGRESS: at 48.86% examples, 679748 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:01,458 : INFO : EPOCH 5 - PROGRESS: at 49.21% examples, 679738 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:02,472 : INFO : EPOCH 5 - PROGRESS: at 49.54% examples, 679727 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:03,475 : INFO : EPOCH 5 - PROGRESS: at 49.87% examples, 679775 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:04,488 : INFO : EPOCH 5 - PROGRESS: at 50.19% examples, 679788 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:05,490 : INFO : EPOCH 5 - PROGRESS: at 50.52% examples, 679823 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:06,499 : INFO : EPOCH 5 - PROGRESS: at 50.87% examples, 679835 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:07,500 : INFO : EPOCH 5 - PROGRESS: at 51.19% examples, 679742 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:08,507 : INFO : EPOCH 5 - PROGRESS: at 51.55% examples, 679793 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:42:09,510 : INFO : EPOCH 5 - PROGRESS: at 51.88% examples, 679789 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:10,514 : INFO : EPOCH 5 - PROGRESS: at 52.21% examples, 679811 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:11,529 : INFO : EPOCH 5 - PROGRESS: at 52.54% examples, 679795 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:12,548 : INFO : EPOCH 5 - PROGRESS: at 52.88% examples, 679870 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:13,550 : INFO : EPOCH 5 - PROGRESS: at 53.20% examples, 679892 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:14,551 : INFO : EPOCH 5 - PROGRESS: at 53.55% examples, 679963 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:15,556 : INFO : EPOCH 5 - PROGRESS: at 53.86% examples, 680000 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:42:16,571 : INFO : EPOCH 5 - PROGRESS: at 54.17% examples, 680040 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:17,575 : INFO : EPOCH 5 - PROGRESS: at 54.49% examples, 680068 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:18,576 : INFO : EPOCH 5 - PROGRESS: at 54.80% examples, 679997 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:19,584 : INFO : EPOCH 5 - PROGRESS: at 55.14% examples, 679843 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:20,592 : INFO : EPOCH 5 - PROGRESS: at 55.46% examples, 679723 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:21,596 : INFO : EPOCH 5 - PROGRESS: at 55.73% examples, 679358 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:22,597 : INFO : EPOCH 5 - PROGRESS: at 56.08% examples, 679517 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:23,601 : INFO : EPOCH 5 - PROGRESS: at 56.43% examples, 679858 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:24,615 : INFO : EPOCH 5 - PROGRESS: at 56.80% examples, 680243 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:25,616 : INFO : EPOCH 5 - PROGRESS: at 57.16% examples, 680657 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:42:26,618 : INFO : EPOCH 5 - PROGRESS: at 57.52% examples, 681075 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:27,618 : INFO : EPOCH 5 - PROGRESS: at 57.88% examples, 681423 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:28,626 : INFO : EPOCH 5 - PROGRESS: at 58.25% examples, 681770 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:42:29,629 : INFO : EPOCH 5 - PROGRESS: at 58.62% examples, 682131 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:30,631 : INFO : EPOCH 5 - PROGRESS: at 58.98% examples, 682501 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:31,638 : INFO : EPOCH 5 - PROGRESS: at 59.37% examples, 682884 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:32,652 : INFO : EPOCH 5 - PROGRESS: at 59.77% examples, 683214 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:33,656 : INFO : EPOCH 5 - PROGRESS: at 60.14% examples, 683622 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:34,657 : INFO : EPOCH 5 - PROGRESS: at 60.50% examples, 683910 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:35,671 : INFO : EPOCH 5 - PROGRESS: at 60.87% examples, 684304 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:36,683 : INFO : EPOCH 5 - PROGRESS: at 61.25% examples, 684575 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:37,691 : INFO : EPOCH 5 - PROGRESS: at 61.62% examples, 684969 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:38,696 : INFO : EPOCH 5 - PROGRESS: at 61.98% examples, 685329 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:39,702 : INFO : EPOCH 5 - PROGRESS: at 62.35% examples, 685670 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:40,708 : INFO : EPOCH 5 - PROGRESS: at 62.70% examples, 685994 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:41,717 : INFO : EPOCH 5 - PROGRESS: at 63.04% examples, 686312 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:42:42,730 : INFO : EPOCH 5 - PROGRESS: at 63.41% examples, 686686 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:43,731 : INFO : EPOCH 5 - PROGRESS: at 63.78% examples, 687038 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:44,734 : INFO : EPOCH 5 - PROGRESS: at 64.14% examples, 687307 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:45,749 : INFO : EPOCH 5 - PROGRESS: at 64.53% examples, 687600 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:46,757 : INFO : EPOCH 5 - PROGRESS: at 64.90% examples, 687894 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:47,765 : INFO : EPOCH 5 - PROGRESS: at 65.27% examples, 688211 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:48,789 : INFO : EPOCH 5 - PROGRESS: at 65.67% examples, 688518 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:49,791 : INFO : EPOCH 5 - PROGRESS: at 66.03% examples, 688845 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:50,810 : INFO : EPOCH 5 - PROGRESS: at 66.41% examples, 689128 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:51,815 : INFO : EPOCH 5 - PROGRESS: at 66.78% examples, 689506 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:52,816 : INFO : EPOCH 5 - PROGRESS: at 67.17% examples, 689799 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:53,821 : INFO : EPOCH 5 - PROGRESS: at 67.54% examples, 690113 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:54,823 : INFO : EPOCH 5 - PROGRESS: at 67.92% examples, 690386 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:55,830 : INFO : EPOCH 5 - PROGRESS: at 68.30% examples, 690675 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:56,835 : INFO : EPOCH 5 - PROGRESS: at 68.68% examples, 690935 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:57,843 : INFO : EPOCH 5 - PROGRESS: at 69.02% examples, 691276 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:58,848 : INFO : EPOCH 5 - PROGRESS: at 69.39% examples, 691536 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:42:59,867 : INFO : EPOCH 5 - PROGRESS: at 69.79% examples, 691813 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:00,880 : INFO : EPOCH 5 - PROGRESS: at 70.16% examples, 692059 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:01,893 : INFO : EPOCH 5 - PROGRESS: at 70.53% examples, 692295 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:02,908 : INFO : EPOCH 5 - PROGRESS: at 70.90% examples, 692603 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:03,911 : INFO : EPOCH 5 - PROGRESS: at 71.26% examples, 692873 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:04,912 : INFO : EPOCH 5 - PROGRESS: at 71.65% examples, 693107 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:05,914 : INFO : EPOCH 5 - PROGRESS: at 72.01% examples, 693331 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:06,914 : INFO : EPOCH 5 - PROGRESS: at 72.36% examples, 693597 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:07,924 : INFO : EPOCH 5 - PROGRESS: at 72.73% examples, 693853 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:08,925 : INFO : EPOCH 5 - PROGRESS: at 73.08% examples, 694032 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:43:09,932 : INFO : EPOCH 5 - PROGRESS: at 73.46% examples, 694268 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:10,936 : INFO : EPOCH 5 - PROGRESS: at 73.81% examples, 694533 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:11,946 : INFO : EPOCH 5 - PROGRESS: at 74.18% examples, 694785 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:12,950 : INFO : EPOCH 5 - PROGRESS: at 74.52% examples, 695086 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:13,951 : INFO : EPOCH 5 - PROGRESS: at 74.88% examples, 695318 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:14,952 : INFO : EPOCH 5 - PROGRESS: at 75.24% examples, 695550 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:15,954 : INFO : EPOCH 5 - PROGRESS: at 75.62% examples, 695770 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:16,959 : INFO : EPOCH 5 - PROGRESS: at 76.00% examples, 695965 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:17,979 : INFO : EPOCH 5 - PROGRESS: at 76.36% examples, 696225 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:18,999 : INFO : EPOCH 5 - PROGRESS: at 76.71% examples, 696434 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:20,010 : INFO : EPOCH 5 - PROGRESS: at 77.08% examples, 696697 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:21,024 : INFO : EPOCH 5 - PROGRESS: at 77.44% examples, 696938 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:22,031 : INFO : EPOCH 5 - PROGRESS: at 77.81% examples, 697188 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:23,040 : INFO : EPOCH 5 - PROGRESS: at 78.18% examples, 697421 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:24,042 : INFO : EPOCH 5 - PROGRESS: at 78.52% examples, 697628 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:25,056 : INFO : EPOCH 5 - PROGRESS: at 78.89% examples, 697870 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:26,064 : INFO : EPOCH 5 - PROGRESS: at 79.27% examples, 698065 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:27,076 : INFO : EPOCH 5 - PROGRESS: at 79.66% examples, 698276 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:43:28,089 : INFO : EPOCH 5 - PROGRESS: at 79.99% examples, 698512 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:29,100 : INFO : EPOCH 5 - PROGRESS: at 80.37% examples, 698718 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:30,101 : INFO : EPOCH 5 - PROGRESS: at 80.71% examples, 698889 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:31,123 : INFO : EPOCH 5 - PROGRESS: at 81.08% examples, 699160 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:32,127 : INFO : EPOCH 5 - PROGRESS: at 81.43% examples, 699459 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:33,133 : INFO : EPOCH 5 - PROGRESS: at 81.77% examples, 699675 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:43:34,139 : INFO : EPOCH 5 - PROGRESS: at 82.13% examples, 699888 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:35,140 : INFO : EPOCH 5 - PROGRESS: at 82.52% examples, 700104 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:36,161 : INFO : EPOCH 5 - PROGRESS: at 82.88% examples, 700296 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:37,166 : INFO : EPOCH 5 - PROGRESS: at 83.23% examples, 700531 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:38,171 : INFO : EPOCH 5 - PROGRESS: at 83.60% examples, 700736 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:39,174 : INFO : EPOCH 5 - PROGRESS: at 83.99% examples, 700927 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:40,178 : INFO : EPOCH 5 - PROGRESS: at 84.36% examples, 701109 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:41,180 : INFO : EPOCH 5 - PROGRESS: at 84.71% examples, 701347 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:42,183 : INFO : EPOCH 5 - PROGRESS: at 85.05% examples, 701513 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:43,184 : INFO : EPOCH 5 - PROGRESS: at 85.39% examples, 701721 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:44,193 : INFO : EPOCH 5 - PROGRESS: at 85.73% examples, 701895 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:45,196 : INFO : EPOCH 5 - PROGRESS: at 86.09% examples, 702088 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:46,211 : INFO : EPOCH 5 - PROGRESS: at 86.45% examples, 702238 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:47,217 : INFO : EPOCH 5 - PROGRESS: at 86.84% examples, 702403 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:43:48,235 : INFO : EPOCH 5 - PROGRESS: at 87.21% examples, 702610 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:49,249 : INFO : EPOCH 5 - PROGRESS: at 87.58% examples, 702749 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:50,249 : INFO : EPOCH 5 - PROGRESS: at 87.95% examples, 702963 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:51,249 : INFO : EPOCH 5 - PROGRESS: at 88.33% examples, 703143 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:52,257 : INFO : EPOCH 5 - PROGRESS: at 88.70% examples, 703294 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:43:53,259 : INFO : EPOCH 5 - PROGRESS: at 89.05% examples, 703461 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:54,260 : INFO : EPOCH 5 - PROGRESS: at 89.44% examples, 703652 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:55,288 : INFO : EPOCH 5 - PROGRESS: at 89.80% examples, 703778 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:43:56,290 : INFO : EPOCH 5 - PROGRESS: at 90.16% examples, 703968 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:43:57,296 : INFO : EPOCH 5 - PROGRESS: at 90.51% examples, 704108 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:58,297 : INFO : EPOCH 5 - PROGRESS: at 90.87% examples, 704305 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:43:59,306 : INFO : EPOCH 5 - PROGRESS: at 91.22% examples, 704503 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:00,306 : INFO : EPOCH 5 - PROGRESS: at 91.60% examples, 704668 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:01,308 : INFO : EPOCH 5 - PROGRESS: at 91.95% examples, 704811 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:02,326 : INFO : EPOCH 5 - PROGRESS: at 92.33% examples, 704971 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:03,329 : INFO : EPOCH 5 - PROGRESS: at 92.71% examples, 705168 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:04,337 : INFO : EPOCH 5 - PROGRESS: at 93.08% examples, 705328 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:05,338 : INFO : EPOCH 5 - PROGRESS: at 93.42% examples, 705500 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:06,341 : INFO : EPOCH 5 - PROGRESS: at 93.78% examples, 705599 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:07,345 : INFO : EPOCH 5 - PROGRESS: at 94.14% examples, 705795 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:08,349 : INFO : EPOCH 5 - PROGRESS: at 94.49% examples, 705936 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:09,365 : INFO : EPOCH 5 - PROGRESS: at 94.84% examples, 706110 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:10,382 : INFO : EPOCH 5 - PROGRESS: at 95.21% examples, 706268 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:11,385 : INFO : EPOCH 5 - PROGRESS: at 95.56% examples, 706426 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:12,387 : INFO : EPOCH 5 - PROGRESS: at 95.90% examples, 706434 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:13,400 : INFO : EPOCH 5 - PROGRESS: at 96.21% examples, 706386 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:44:14,405 : INFO : EPOCH 5 - PROGRESS: at 96.55% examples, 706308 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:15,416 : INFO : EPOCH 5 - PROGRESS: at 96.92% examples, 706185 words/s, in_qsize 8, out_qsize 1
2020-07-23 16:44:16,425 : INFO : EPOCH 5 - PROGRESS: at 97.28% examples, 706107 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:17,429 : INFO : EPOCH 5 - PROGRESS: at 97.62% examples, 706036 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:18,434 : INFO : EPOCH 5 - PROGRESS: at 97.95% examples, 705943 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:19,454 : INFO : EPOCH 5 - PROGRESS: at 98.31% examples, 705812 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:20,454 : INFO : EPOCH 5 - PROGRESS: at 98.63% examples, 705741 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:21,468 : INFO : EPOCH 5 - PROGRESS: at 98.98% examples, 705645 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:22,473 : INFO : EPOCH 5 - PROGRESS: at 99.30% examples, 705579 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:23,482 : INFO : EPOCH 5 - PROGRESS: at 99.62% examples, 705506 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:24,484 : INFO : EPOCH 5 - PROGRESS: at 99.98% examples, 705440 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:24,529 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 16:44:24,531 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 16:44:24,533 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 16:44:24,552 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 16:44:24,552 : INFO : EPOCH - 5 : training on 266061151 raw words (206813667 effective words) took 293.2s, 705443 effective words/s
2020-07-23 16:44:25,569 : INFO : EPOCH 6 - PROGRESS: at 0.35% examples, 659090 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:26,571 : INFO : EPOCH 6 - PROGRESS: at 0.69% examples, 666082 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:27,594 : INFO : EPOCH 6 - PROGRESS: at 1.01% examples, 671259 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:28,595 : INFO : EPOCH 6 - PROGRESS: at 1.31% examples, 677140 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:29,600 : INFO : EPOCH 6 - PROGRESS: at 1.66% examples, 677003 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:30,608 : INFO : EPOCH 6 - PROGRESS: at 1.99% examples, 675638 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:31,621 : INFO : EPOCH 6 - PROGRESS: at 2.30% examples, 676591 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:32,646 : INFO : EPOCH 6 - PROGRESS: at 2.63% examples, 676256 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:33,646 : INFO : EPOCH 6 - PROGRESS: at 2.96% examples, 677319 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:34,648 : INFO : EPOCH 6 - PROGRESS: at 3.27% examples, 676827 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:35,653 : INFO : EPOCH 6 - PROGRESS: at 3.60% examples, 677337 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:36,660 : INFO : EPOCH 6 - PROGRESS: at 3.94% examples, 677664 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:37,667 : INFO : EPOCH 6 - PROGRESS: at 4.25% examples, 678032 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:44:38,686 : INFO : EPOCH 6 - PROGRESS: at 4.58% examples, 677867 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:39,687 : INFO : EPOCH 6 - PROGRESS: at 4.90% examples, 678151 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:40,687 : INFO : EPOCH 6 - PROGRESS: at 5.22% examples, 677773 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:41,688 : INFO : EPOCH 6 - PROGRESS: at 5.53% examples, 677783 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:42,689 : INFO : EPOCH 6 - PROGRESS: at 5.88% examples, 678170 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:43,714 : INFO : EPOCH 6 - PROGRESS: at 6.21% examples, 677883 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:44,732 : INFO : EPOCH 6 - PROGRESS: at 6.52% examples, 678204 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:45,744 : INFO : EPOCH 6 - PROGRESS: at 6.85% examples, 678241 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:46,754 : INFO : EPOCH 6 - PROGRESS: at 7.19% examples, 677933 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:47,756 : INFO : EPOCH 6 - PROGRESS: at 7.53% examples, 678016 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:48,756 : INFO : EPOCH 6 - PROGRESS: at 7.85% examples, 678175 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:49,759 : INFO : EPOCH 6 - PROGRESS: at 8.16% examples, 678568 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:50,764 : INFO : EPOCH 6 - PROGRESS: at 8.48% examples, 678561 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:51,766 : INFO : EPOCH 6 - PROGRESS: at 8.83% examples, 678666 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:52,780 : INFO : EPOCH 6 - PROGRESS: at 9.15% examples, 678829 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:53,780 : INFO : EPOCH 6 - PROGRESS: at 9.49% examples, 678891 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:54,783 : INFO : EPOCH 6 - PROGRESS: at 9.80% examples, 679465 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:44:55,784 : INFO : EPOCH 6 - PROGRESS: at 10.13% examples, 679284 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:44:56,789 : INFO : EPOCH 6 - PROGRESS: at 10.48% examples, 679080 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:57,795 : INFO : EPOCH 6 - PROGRESS: at 10.80% examples, 679058 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:58,808 : INFO : EPOCH 6 - PROGRESS: at 11.12% examples, 678284 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:44:59,829 : INFO : EPOCH 6 - PROGRESS: at 11.43% examples, 677413 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:00,846 : INFO : EPOCH 6 - PROGRESS: at 11.70% examples, 674998 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:01,865 : INFO : EPOCH 6 - PROGRESS: at 12.08% examples, 676323 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:02,870 : INFO : EPOCH 6 - PROGRESS: at 12.44% examples, 678025 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:03,871 : INFO : EPOCH 6 - PROGRESS: at 12.82% examples, 679833 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:04,890 : INFO : EPOCH 6 - PROGRESS: at 13.18% examples, 680452 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:05,900 : INFO : EPOCH 6 - PROGRESS: at 13.53% examples, 680560 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:06,903 : INFO : EPOCH 6 - PROGRESS: at 13.85% examples, 680457 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:07,915 : INFO : EPOCH 6 - PROGRESS: at 14.18% examples, 680387 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:08,919 : INFO : EPOCH 6 - PROGRESS: at 14.53% examples, 680478 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:09,941 : INFO : EPOCH 6 - PROGRESS: at 14.87% examples, 680225 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:10,957 : INFO : EPOCH 6 - PROGRESS: at 15.21% examples, 680016 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:11,963 : INFO : EPOCH 6 - PROGRESS: at 15.54% examples, 679952 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:12,984 : INFO : EPOCH 6 - PROGRESS: at 15.89% examples, 679735 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:13,999 : INFO : EPOCH 6 - PROGRESS: at 16.23% examples, 679588 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:15,005 : INFO : EPOCH 6 - PROGRESS: at 16.57% examples, 679518 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:45:16,006 : INFO : EPOCH 6 - PROGRESS: at 16.91% examples, 679552 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:17,017 : INFO : EPOCH 6 - PROGRESS: at 17.21% examples, 679655 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:18,019 : INFO : EPOCH 6 - PROGRESS: at 17.55% examples, 679782 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:19,024 : INFO : EPOCH 6 - PROGRESS: at 17.87% examples, 679808 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:20,031 : INFO : EPOCH 6 - PROGRESS: at 18.21% examples, 679637 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:21,034 : INFO : EPOCH 6 - PROGRESS: at 18.53% examples, 679750 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:45:22,047 : INFO : EPOCH 6 - PROGRESS: at 18.85% examples, 679627 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:45:23,064 : INFO : EPOCH 6 - PROGRESS: at 19.17% examples, 679640 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:45:24,075 : INFO : EPOCH 6 - PROGRESS: at 19.51% examples, 679635 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:25,079 : INFO : EPOCH 6 - PROGRESS: at 19.84% examples, 679685 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:26,088 : INFO : EPOCH 6 - PROGRESS: at 20.18% examples, 679591 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:27,089 : INFO : EPOCH 6 - PROGRESS: at 20.49% examples, 679517 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:28,089 : INFO : EPOCH 6 - PROGRESS: at 20.84% examples, 679414 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:29,097 : INFO : EPOCH 6 - PROGRESS: at 21.18% examples, 679223 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:30,111 : INFO : EPOCH 6 - PROGRESS: at 21.50% examples, 679218 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:31,117 : INFO : EPOCH 6 - PROGRESS: at 21.83% examples, 679267 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:32,129 : INFO : EPOCH 6 - PROGRESS: at 22.18% examples, 679192 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:33,131 : INFO : EPOCH 6 - PROGRESS: at 22.49% examples, 679319 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:45:34,139 : INFO : EPOCH 6 - PROGRESS: at 22.83% examples, 679482 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:35,143 : INFO : EPOCH 6 - PROGRESS: at 23.16% examples, 679600 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:36,146 : INFO : EPOCH 6 - PROGRESS: at 23.49% examples, 679700 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:37,158 : INFO : EPOCH 6 - PROGRESS: at 23.84% examples, 679623 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:45:38,162 : INFO : EPOCH 6 - PROGRESS: at 24.17% examples, 679710 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:39,164 : INFO : EPOCH 6 - PROGRESS: at 24.50% examples, 679703 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:40,165 : INFO : EPOCH 6 - PROGRESS: at 24.82% examples, 679754 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:41,187 : INFO : EPOCH 6 - PROGRESS: at 25.12% examples, 679723 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:45:42,204 : INFO : EPOCH 6 - PROGRESS: at 25.47% examples, 679745 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:43,212 : INFO : EPOCH 6 - PROGRESS: at 25.79% examples, 679824 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:45:44,216 : INFO : EPOCH 6 - PROGRESS: at 26.12% examples, 679832 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:45,219 : INFO : EPOCH 6 - PROGRESS: at 26.48% examples, 680001 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:46,224 : INFO : EPOCH 6 - PROGRESS: at 26.84% examples, 680035 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:47,229 : INFO : EPOCH 6 - PROGRESS: at 27.17% examples, 679969 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:48,231 : INFO : EPOCH 6 - PROGRESS: at 27.51% examples, 680075 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:49,232 : INFO : EPOCH 6 - PROGRESS: at 27.85% examples, 679934 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:50,244 : INFO : EPOCH 6 - PROGRESS: at 28.20% examples, 679708 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:51,246 : INFO : EPOCH 6 - PROGRESS: at 28.53% examples, 679621 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:52,250 : INFO : EPOCH 6 - PROGRESS: at 28.88% examples, 679623 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:53,259 : INFO : EPOCH 6 - PROGRESS: at 29.23% examples, 679568 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:54,261 : INFO : EPOCH 6 - PROGRESS: at 29.55% examples, 679649 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:55,265 : INFO : EPOCH 6 - PROGRESS: at 29.84% examples, 679610 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:56,274 : INFO : EPOCH 6 - PROGRESS: at 30.16% examples, 679654 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:57,278 : INFO : EPOCH 6 - PROGRESS: at 30.48% examples, 679760 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:58,287 : INFO : EPOCH 6 - PROGRESS: at 30.81% examples, 679660 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:45:59,288 : INFO : EPOCH 6 - PROGRESS: at 31.14% examples, 679630 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:00,306 : INFO : EPOCH 6 - PROGRESS: at 31.48% examples, 679594 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:01,317 : INFO : EPOCH 6 - PROGRESS: at 31.82% examples, 679647 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:02,321 : INFO : EPOCH 6 - PROGRESS: at 32.11% examples, 679819 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:03,327 : INFO : EPOCH 6 - PROGRESS: at 32.43% examples, 679750 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:04,339 : INFO : EPOCH 6 - PROGRESS: at 32.73% examples, 679742 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:05,350 : INFO : EPOCH 6 - PROGRESS: at 33.09% examples, 679700 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:06,351 : INFO : EPOCH 6 - PROGRESS: at 33.42% examples, 679740 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:46:07,354 : INFO : EPOCH 6 - PROGRESS: at 33.75% examples, 679715 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:46:08,355 : INFO : EPOCH 6 - PROGRESS: at 34.09% examples, 679723 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:09,361 : INFO : EPOCH 6 - PROGRESS: at 34.41% examples, 679771 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:10,371 : INFO : EPOCH 6 - PROGRESS: at 34.74% examples, 679708 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:11,379 : INFO : EPOCH 6 - PROGRESS: at 35.08% examples, 679695 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:12,385 : INFO : EPOCH 6 - PROGRESS: at 35.41% examples, 679670 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:13,392 : INFO : EPOCH 6 - PROGRESS: at 35.74% examples, 679737 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:14,401 : INFO : EPOCH 6 - PROGRESS: at 36.05% examples, 679740 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:15,402 : INFO : EPOCH 6 - PROGRESS: at 36.38% examples, 679717 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:16,413 : INFO : EPOCH 6 - PROGRESS: at 36.68% examples, 679723 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:17,416 : INFO : EPOCH 6 - PROGRESS: at 37.00% examples, 679743 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:18,429 : INFO : EPOCH 6 - PROGRESS: at 37.33% examples, 679652 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:19,437 : INFO : EPOCH 6 - PROGRESS: at 37.67% examples, 679672 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:46:20,441 : INFO : EPOCH 6 - PROGRESS: at 38.01% examples, 679663 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:21,449 : INFO : EPOCH 6 - PROGRESS: at 38.34% examples, 679746 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:46:22,451 : INFO : EPOCH 6 - PROGRESS: at 38.66% examples, 679875 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:23,456 : INFO : EPOCH 6 - PROGRESS: at 38.99% examples, 679846 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:24,456 : INFO : EPOCH 6 - PROGRESS: at 39.32% examples, 679800 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:25,475 : INFO : EPOCH 6 - PROGRESS: at 39.66% examples, 679729 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:26,488 : INFO : EPOCH 6 - PROGRESS: at 39.97% examples, 679676 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:27,497 : INFO : EPOCH 6 - PROGRESS: at 40.29% examples, 679700 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:28,504 : INFO : EPOCH 6 - PROGRESS: at 40.63% examples, 679783 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:29,519 : INFO : EPOCH 6 - PROGRESS: at 40.96% examples, 679699 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:46:30,529 : INFO : EPOCH 6 - PROGRESS: at 41.29% examples, 679726 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:31,536 : INFO : EPOCH 6 - PROGRESS: at 41.58% examples, 679744 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:32,537 : INFO : EPOCH 6 - PROGRESS: at 41.91% examples, 679786 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:33,539 : INFO : EPOCH 6 - PROGRESS: at 42.25% examples, 679781 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:46:34,545 : INFO : EPOCH 6 - PROGRESS: at 42.58% examples, 679698 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:35,551 : INFO : EPOCH 6 - PROGRESS: at 42.92% examples, 679778 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:36,560 : INFO : EPOCH 6 - PROGRESS: at 43.24% examples, 679732 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:37,568 : INFO : EPOCH 6 - PROGRESS: at 43.58% examples, 679789 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:38,582 : INFO : EPOCH 6 - PROGRESS: at 43.90% examples, 679812 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:39,582 : INFO : EPOCH 6 - PROGRESS: at 44.24% examples, 679866 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:40,587 : INFO : EPOCH 6 - PROGRESS: at 44.57% examples, 679822 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:41,594 : INFO : EPOCH 6 - PROGRESS: at 44.93% examples, 679785 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:46:42,609 : INFO : EPOCH 6 - PROGRESS: at 45.25% examples, 679805 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:43,619 : INFO : EPOCH 6 - PROGRESS: at 45.59% examples, 679802 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:44,619 : INFO : EPOCH 6 - PROGRESS: at 45.91% examples, 679893 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:45,627 : INFO : EPOCH 6 - PROGRESS: at 46.22% examples, 679881 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:46:46,632 : INFO : EPOCH 6 - PROGRESS: at 46.55% examples, 679962 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:47,634 : INFO : EPOCH 6 - PROGRESS: at 46.86% examples, 679927 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:48,638 : INFO : EPOCH 6 - PROGRESS: at 47.18% examples, 679935 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:49,649 : INFO : EPOCH 6 - PROGRESS: at 47.51% examples, 679863 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:50,655 : INFO : EPOCH 6 - PROGRESS: at 47.86% examples, 679835 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:51,655 : INFO : EPOCH 6 - PROGRESS: at 48.20% examples, 679796 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:46:52,658 : INFO : EPOCH 6 - PROGRESS: at 48.55% examples, 679703 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:53,662 : INFO : EPOCH 6 - PROGRESS: at 48.87% examples, 679723 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:54,673 : INFO : EPOCH 6 - PROGRESS: at 49.21% examples, 679643 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:55,682 : INFO : EPOCH 6 - PROGRESS: at 49.56% examples, 679718 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:56,701 : INFO : EPOCH 6 - PROGRESS: at 49.88% examples, 679695 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:57,719 : INFO : EPOCH 6 - PROGRESS: at 50.21% examples, 679750 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:58,736 : INFO : EPOCH 6 - PROGRESS: at 50.53% examples, 679746 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:46:59,750 : INFO : EPOCH 6 - PROGRESS: at 50.89% examples, 679738 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:00,752 : INFO : EPOCH 6 - PROGRESS: at 51.22% examples, 679655 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:47:01,758 : INFO : EPOCH 6 - PROGRESS: at 51.58% examples, 679659 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:02,760 : INFO : EPOCH 6 - PROGRESS: at 51.88% examples, 679643 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:03,765 : INFO : EPOCH 6 - PROGRESS: at 52.23% examples, 679719 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:04,767 : INFO : EPOCH 6 - PROGRESS: at 52.55% examples, 679719 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:05,772 : INFO : EPOCH 6 - PROGRESS: at 52.90% examples, 679795 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:06,776 : INFO : EPOCH 6 - PROGRESS: at 53.20% examples, 679730 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:07,784 : INFO : EPOCH 6 - PROGRESS: at 53.54% examples, 679683 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:47:08,796 : INFO : EPOCH 6 - PROGRESS: at 53.86% examples, 679693 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:09,797 : INFO : EPOCH 6 - PROGRESS: at 54.16% examples, 679698 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:10,801 : INFO : EPOCH 6 - PROGRESS: at 54.49% examples, 679741 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:47:11,809 : INFO : EPOCH 6 - PROGRESS: at 54.80% examples, 679718 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:47:12,812 : INFO : EPOCH 6 - PROGRESS: at 55.14% examples, 679733 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:13,817 : INFO : EPOCH 6 - PROGRESS: at 55.47% examples, 679694 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:14,827 : INFO : EPOCH 6 - PROGRESS: at 55.78% examples, 679733 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:15,838 : INFO : EPOCH 6 - PROGRESS: at 56.13% examples, 679779 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:16,841 : INFO : EPOCH 6 - PROGRESS: at 56.45% examples, 679825 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:17,842 : INFO : EPOCH 6 - PROGRESS: at 56.77% examples, 679706 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:18,850 : INFO : EPOCH 6 - PROGRESS: at 57.10% examples, 679744 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:19,859 : INFO : EPOCH 6 - PROGRESS: at 57.43% examples, 679772 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:20,861 : INFO : EPOCH 6 - PROGRESS: at 57.77% examples, 679800 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:21,867 : INFO : EPOCH 6 - PROGRESS: at 58.09% examples, 679862 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:22,869 : INFO : EPOCH 6 - PROGRESS: at 58.44% examples, 679865 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:23,870 : INFO : EPOCH 6 - PROGRESS: at 58.77% examples, 679844 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:24,871 : INFO : EPOCH 6 - PROGRESS: at 59.11% examples, 679779 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:25,871 : INFO : EPOCH 6 - PROGRESS: at 59.46% examples, 679753 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:26,874 : INFO : EPOCH 6 - PROGRESS: at 59.80% examples, 679790 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:27,878 : INFO : EPOCH 6 - PROGRESS: at 60.14% examples, 679761 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:47:28,886 : INFO : EPOCH 6 - PROGRESS: at 60.48% examples, 679750 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:29,886 : INFO : EPOCH 6 - PROGRESS: at 60.81% examples, 679711 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:30,888 : INFO : EPOCH 6 - PROGRESS: at 61.14% examples, 679661 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:31,907 : INFO : EPOCH 6 - PROGRESS: at 61.48% examples, 679651 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:47:32,913 : INFO : EPOCH 6 - PROGRESS: at 61.81% examples, 679740 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:33,919 : INFO : EPOCH 6 - PROGRESS: at 62.14% examples, 679701 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:34,922 : INFO : EPOCH 6 - PROGRESS: at 62.48% examples, 679720 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:35,923 : INFO : EPOCH 6 - PROGRESS: at 62.79% examples, 679731 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:36,927 : INFO : EPOCH 6 - PROGRESS: at 63.11% examples, 679763 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:37,934 : INFO : EPOCH 6 - PROGRESS: at 63.43% examples, 679767 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:38,939 : INFO : EPOCH 6 - PROGRESS: at 63.75% examples, 679594 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:39,941 : INFO : EPOCH 6 - PROGRESS: at 64.06% examples, 679237 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:40,951 : INFO : EPOCH 6 - PROGRESS: at 64.38% examples, 679085 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:41,951 : INFO : EPOCH 6 - PROGRESS: at 64.76% examples, 679400 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:42,952 : INFO : EPOCH 6 - PROGRESS: at 65.14% examples, 679746 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:43,959 : INFO : EPOCH 6 - PROGRESS: at 65.52% examples, 680127 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:44,972 : INFO : EPOCH 6 - PROGRESS: at 65.90% examples, 680479 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:45,985 : INFO : EPOCH 6 - PROGRESS: at 66.25% examples, 680864 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:46,993 : INFO : EPOCH 6 - PROGRESS: at 66.63% examples, 681196 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:48,002 : INFO : EPOCH 6 - PROGRESS: at 67.01% examples, 681510 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:49,006 : INFO : EPOCH 6 - PROGRESS: at 67.38% examples, 681792 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:50,014 : INFO : EPOCH 6 - PROGRESS: at 67.77% examples, 682102 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:51,032 : INFO : EPOCH 6 - PROGRESS: at 68.14% examples, 682387 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:52,032 : INFO : EPOCH 6 - PROGRESS: at 68.52% examples, 682655 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:47:53,039 : INFO : EPOCH 6 - PROGRESS: at 68.88% examples, 683006 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:47:54,060 : INFO : EPOCH 6 - PROGRESS: at 69.24% examples, 683298 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:55,063 : INFO : EPOCH 6 - PROGRESS: at 69.62% examples, 683646 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:56,077 : INFO : EPOCH 6 - PROGRESS: at 70.00% examples, 683931 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:57,078 : INFO : EPOCH 6 - PROGRESS: at 70.38% examples, 684208 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:58,088 : INFO : EPOCH 6 - PROGRESS: at 70.74% examples, 684526 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:47:59,102 : INFO : EPOCH 6 - PROGRESS: at 71.10% examples, 684832 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:00,110 : INFO : EPOCH 6 - PROGRESS: at 71.48% examples, 685109 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:01,114 : INFO : EPOCH 6 - PROGRESS: at 71.84% examples, 685396 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:02,131 : INFO : EPOCH 6 - PROGRESS: at 72.21% examples, 685690 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:03,135 : INFO : EPOCH 6 - PROGRESS: at 72.57% examples, 685956 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:48:04,156 : INFO : EPOCH 6 - PROGRESS: at 72.93% examples, 686197 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:05,159 : INFO : EPOCH 6 - PROGRESS: at 73.31% examples, 686442 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:06,167 : INFO : EPOCH 6 - PROGRESS: at 73.66% examples, 686725 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:07,183 : INFO : EPOCH 6 - PROGRESS: at 74.03% examples, 686988 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:08,183 : INFO : EPOCH 6 - PROGRESS: at 74.38% examples, 687267 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:09,188 : INFO : EPOCH 6 - PROGRESS: at 74.73% examples, 687568 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:10,190 : INFO : EPOCH 6 - PROGRESS: at 75.10% examples, 687803 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:11,201 : INFO : EPOCH 6 - PROGRESS: at 75.47% examples, 688077 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:48:12,218 : INFO : EPOCH 6 - PROGRESS: at 75.86% examples, 688318 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:13,232 : INFO : EPOCH 6 - PROGRESS: at 76.21% examples, 688606 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:14,237 : INFO : EPOCH 6 - PROGRESS: at 76.56% examples, 688896 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:15,243 : INFO : EPOCH 6 - PROGRESS: at 76.92% examples, 689123 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:16,254 : INFO : EPOCH 6 - PROGRESS: at 77.29% examples, 689388 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:17,279 : INFO : EPOCH 6 - PROGRESS: at 77.64% examples, 689623 words/s, in_qsize 8, out_qsize 1
2020-07-23 16:48:18,281 : INFO : EPOCH 6 - PROGRESS: at 78.01% examples, 689879 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:19,291 : INFO : EPOCH 6 - PROGRESS: at 78.36% examples, 690096 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:20,301 : INFO : EPOCH 6 - PROGRESS: at 78.73% examples, 690373 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:21,312 : INFO : EPOCH 6 - PROGRESS: at 79.10% examples, 690609 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:22,316 : INFO : EPOCH 6 - PROGRESS: at 79.48% examples, 690858 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:23,320 : INFO : EPOCH 6 - PROGRESS: at 79.84% examples, 691150 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:24,322 : INFO : EPOCH 6 - PROGRESS: at 80.21% examples, 691402 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:25,325 : INFO : EPOCH 6 - PROGRESS: at 80.56% examples, 691599 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:48:26,327 : INFO : EPOCH 6 - PROGRESS: at 80.90% examples, 691837 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:27,331 : INFO : EPOCH 6 - PROGRESS: at 81.25% examples, 692086 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:48:28,347 : INFO : EPOCH 6 - PROGRESS: at 81.57% examples, 692040 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:29,347 : INFO : EPOCH 6 - PROGRESS: at 81.88% examples, 691986 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:30,358 : INFO : EPOCH 6 - PROGRESS: at 82.23% examples, 691917 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:31,367 : INFO : EPOCH 6 - PROGRESS: at 82.56% examples, 691861 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:32,373 : INFO : EPOCH 6 - PROGRESS: at 82.89% examples, 691857 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:48:33,383 : INFO : EPOCH 6 - PROGRESS: at 83.20% examples, 691808 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:34,392 : INFO : EPOCH 6 - PROGRESS: at 83.55% examples, 691783 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:35,397 : INFO : EPOCH 6 - PROGRESS: at 83.90% examples, 691741 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:36,409 : INFO : EPOCH 6 - PROGRESS: at 84.24% examples, 691652 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:37,425 : INFO : EPOCH 6 - PROGRESS: at 84.56% examples, 691612 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:38,428 : INFO : EPOCH 6 - PROGRESS: at 84.88% examples, 691612 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:39,429 : INFO : EPOCH 6 - PROGRESS: at 85.17% examples, 691588 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:40,434 : INFO : EPOCH 6 - PROGRESS: at 85.49% examples, 691556 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:48:41,436 : INFO : EPOCH 6 - PROGRESS: at 85.82% examples, 691521 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:42,446 : INFO : EPOCH 6 - PROGRESS: at 86.15% examples, 691426 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:43,447 : INFO : EPOCH 6 - PROGRESS: at 86.47% examples, 691376 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:48:44,452 : INFO : EPOCH 6 - PROGRESS: at 86.82% examples, 691286 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:45,457 : INFO : EPOCH 6 - PROGRESS: at 87.15% examples, 691291 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:46,469 : INFO : EPOCH 6 - PROGRESS: at 87.48% examples, 691218 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:48:47,485 : INFO : EPOCH 6 - PROGRESS: at 87.84% examples, 691179 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:48,493 : INFO : EPOCH 6 - PROGRESS: at 88.16% examples, 691125 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:49,500 : INFO : EPOCH 6 - PROGRESS: at 88.51% examples, 691093 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:50,501 : INFO : EPOCH 6 - PROGRESS: at 88.85% examples, 691044 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:51,502 : INFO : EPOCH 6 - PROGRESS: at 89.17% examples, 690998 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:52,511 : INFO : EPOCH 6 - PROGRESS: at 89.51% examples, 690959 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:53,519 : INFO : EPOCH 6 - PROGRESS: at 89.85% examples, 690901 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:54,522 : INFO : EPOCH 6 - PROGRESS: at 90.16% examples, 690865 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:55,526 : INFO : EPOCH 6 - PROGRESS: at 90.49% examples, 690810 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:56,550 : INFO : EPOCH 6 - PROGRESS: at 90.82% examples, 690773 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:57,558 : INFO : EPOCH 6 - PROGRESS: at 91.13% examples, 690750 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:48:58,558 : INFO : EPOCH 6 - PROGRESS: at 91.45% examples, 690693 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:48:59,559 : INFO : EPOCH 6 - PROGRESS: at 91.80% examples, 690677 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:00,564 : INFO : EPOCH 6 - PROGRESS: at 92.12% examples, 690618 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:01,569 : INFO : EPOCH 6 - PROGRESS: at 92.46% examples, 690579 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:02,584 : INFO : EPOCH 6 - PROGRESS: at 92.81% examples, 690507 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:03,585 : INFO : EPOCH 6 - PROGRESS: at 93.13% examples, 690478 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:04,591 : INFO : EPOCH 6 - PROGRESS: at 93.46% examples, 690435 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:05,592 : INFO : EPOCH 6 - PROGRESS: at 93.78% examples, 690369 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:06,593 : INFO : EPOCH 6 - PROGRESS: at 94.10% examples, 690328 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:07,603 : INFO : EPOCH 6 - PROGRESS: at 94.43% examples, 690289 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:08,603 : INFO : EPOCH 6 - PROGRESS: at 94.73% examples, 690316 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:09,610 : INFO : EPOCH 6 - PROGRESS: at 95.06% examples, 690250 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:10,615 : INFO : EPOCH 6 - PROGRESS: at 95.39% examples, 690234 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:11,628 : INFO : EPOCH 6 - PROGRESS: at 95.72% examples, 690219 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:12,631 : INFO : EPOCH 6 - PROGRESS: at 96.04% examples, 690199 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:13,635 : INFO : EPOCH 6 - PROGRESS: at 96.35% examples, 690196 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:14,642 : INFO : EPOCH 6 - PROGRESS: at 96.71% examples, 690165 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:15,649 : INFO : EPOCH 6 - PROGRESS: at 97.07% examples, 690086 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:16,654 : INFO : EPOCH 6 - PROGRESS: at 97.42% examples, 690085 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:17,659 : INFO : EPOCH 6 - PROGRESS: at 97.76% examples, 690061 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:18,660 : INFO : EPOCH 6 - PROGRESS: at 98.09% examples, 690015 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:19,671 : INFO : EPOCH 6 - PROGRESS: at 98.46% examples, 689897 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:20,682 : INFO : EPOCH 6 - PROGRESS: at 98.77% examples, 689889 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:49:21,689 : INFO : EPOCH 6 - PROGRESS: at 99.10% examples, 689883 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:22,690 : INFO : EPOCH 6 - PROGRESS: at 99.44% examples, 689832 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:23,710 : INFO : EPOCH 6 - PROGRESS: at 99.76% examples, 689817 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:24,363 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 16:49:24,366 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 16:49:24,372 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 16:49:24,386 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 16:49:24,387 : INFO : EPOCH - 6 : training on 266061151 raw words (206818769 effective words) took 299.8s, 689789 effective words/s
2020-07-23 16:49:25,394 : INFO : EPOCH 7 - PROGRESS: at 0.35% examples, 657505 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:49:26,395 : INFO : EPOCH 7 - PROGRESS: at 0.69% examples, 669169 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:27,405 : INFO : EPOCH 7 - PROGRESS: at 1.00% examples, 669056 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:28,408 : INFO : EPOCH 7 - PROGRESS: at 1.30% examples, 673130 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:29,418 : INFO : EPOCH 7 - PROGRESS: at 1.64% examples, 674037 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:30,429 : INFO : EPOCH 7 - PROGRESS: at 1.99% examples, 675613 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:31,433 : INFO : EPOCH 7 - PROGRESS: at 2.30% examples, 677286 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:32,439 : INFO : EPOCH 7 - PROGRESS: at 2.62% examples, 677473 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:33,441 : INFO : EPOCH 7 - PROGRESS: at 2.95% examples, 678233 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:34,452 : INFO : EPOCH 7 - PROGRESS: at 3.27% examples, 678691 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:35,460 : INFO : EPOCH 7 - PROGRESS: at 3.61% examples, 680115 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:36,474 : INFO : EPOCH 7 - PROGRESS: at 3.95% examples, 679603 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:37,483 : INFO : EPOCH 7 - PROGRESS: at 4.26% examples, 680456 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:38,495 : INFO : EPOCH 7 - PROGRESS: at 4.59% examples, 680924 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:39,504 : INFO : EPOCH 7 - PROGRESS: at 4.91% examples, 680262 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:40,514 : INFO : EPOCH 7 - PROGRESS: at 5.24% examples, 681400 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:41,522 : INFO : EPOCH 7 - PROGRESS: at 5.56% examples, 681157 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:42,534 : INFO : EPOCH 7 - PROGRESS: at 5.91% examples, 681089 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:43,537 : INFO : EPOCH 7 - PROGRESS: at 6.24% examples, 681777 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:44,563 : INFO : EPOCH 7 - PROGRESS: at 6.56% examples, 681609 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:45,576 : INFO : EPOCH 7 - PROGRESS: at 6.88% examples, 681852 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:46,579 : INFO : EPOCH 7 - PROGRESS: at 7.23% examples, 681751 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:47,596 : INFO : EPOCH 7 - PROGRESS: at 7.57% examples, 681194 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:48,615 : INFO : EPOCH 7 - PROGRESS: at 7.90% examples, 681347 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:49,620 : INFO : EPOCH 7 - PROGRESS: at 8.21% examples, 681730 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:50,620 : INFO : EPOCH 7 - PROGRESS: at 8.53% examples, 681495 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:51,621 : INFO : EPOCH 7 - PROGRESS: at 8.88% examples, 681825 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:52,625 : INFO : EPOCH 7 - PROGRESS: at 9.20% examples, 681620 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:53,636 : INFO : EPOCH 7 - PROGRESS: at 9.53% examples, 681933 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:49:54,651 : INFO : EPOCH 7 - PROGRESS: at 9.85% examples, 682023 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:55,660 : INFO : EPOCH 7 - PROGRESS: at 10.20% examples, 681997 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:56,664 : INFO : EPOCH 7 - PROGRESS: at 10.53% examples, 682369 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:57,672 : INFO : EPOCH 7 - PROGRESS: at 10.87% examples, 682178 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:58,682 : INFO : EPOCH 7 - PROGRESS: at 11.19% examples, 682259 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:49:59,686 : INFO : EPOCH 7 - PROGRESS: at 11.53% examples, 682755 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:00,687 : INFO : EPOCH 7 - PROGRESS: at 11.85% examples, 682679 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:01,687 : INFO : EPOCH 7 - PROGRESS: at 12.20% examples, 682394 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:02,693 : INFO : EPOCH 7 - PROGRESS: at 12.52% examples, 682429 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:03,694 : INFO : EPOCH 7 - PROGRESS: at 12.85% examples, 682343 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:04,703 : INFO : EPOCH 7 - PROGRESS: at 13.21% examples, 682329 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:05,706 : INFO : EPOCH 7 - PROGRESS: at 13.56% examples, 682338 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:06,712 : INFO : EPOCH 7 - PROGRESS: at 13.88% examples, 682417 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:07,718 : INFO : EPOCH 7 - PROGRESS: at 14.22% examples, 682155 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:50:08,724 : INFO : EPOCH 7 - PROGRESS: at 14.56% examples, 682020 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:50:09,725 : INFO : EPOCH 7 - PROGRESS: at 14.90% examples, 681954 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:10,743 : INFO : EPOCH 7 - PROGRESS: at 15.24% examples, 681960 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:11,747 : INFO : EPOCH 7 - PROGRESS: at 15.57% examples, 681863 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:12,748 : INFO : EPOCH 7 - PROGRESS: at 15.93% examples, 681864 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:13,752 : INFO : EPOCH 7 - PROGRESS: at 16.27% examples, 681844 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:14,755 : INFO : EPOCH 7 - PROGRESS: at 16.59% examples, 681919 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:15,761 : INFO : EPOCH 7 - PROGRESS: at 16.95% examples, 681970 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:16,762 : INFO : EPOCH 7 - PROGRESS: at 17.25% examples, 682229 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:17,764 : INFO : EPOCH 7 - PROGRESS: at 17.58% examples, 682130 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:18,766 : INFO : EPOCH 7 - PROGRESS: at 17.90% examples, 681777 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:19,770 : INFO : EPOCH 7 - PROGRESS: at 18.22% examples, 680916 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:20,774 : INFO : EPOCH 7 - PROGRESS: at 18.50% examples, 679797 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:21,785 : INFO : EPOCH 7 - PROGRESS: at 18.85% examples, 680869 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:22,788 : INFO : EPOCH 7 - PROGRESS: at 19.22% examples, 682256 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:23,802 : INFO : EPOCH 7 - PROGRESS: at 19.57% examples, 683039 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:24,809 : INFO : EPOCH 7 - PROGRESS: at 19.95% examples, 684353 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:25,818 : INFO : EPOCH 7 - PROGRESS: at 20.31% examples, 685431 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:26,822 : INFO : EPOCH 7 - PROGRESS: at 20.68% examples, 686259 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:27,822 : INFO : EPOCH 7 - PROGRESS: at 21.05% examples, 687261 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:28,830 : INFO : EPOCH 7 - PROGRESS: at 21.41% examples, 688166 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:29,846 : INFO : EPOCH 7 - PROGRESS: at 21.78% examples, 689246 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:30,854 : INFO : EPOCH 7 - PROGRESS: at 22.16% examples, 690034 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:31,861 : INFO : EPOCH 7 - PROGRESS: at 22.52% examples, 691247 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:50:32,863 : INFO : EPOCH 7 - PROGRESS: at 22.89% examples, 692234 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:33,880 : INFO : EPOCH 7 - PROGRESS: at 23.25% examples, 693063 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:34,899 : INFO : EPOCH 7 - PROGRESS: at 23.63% examples, 694041 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:35,899 : INFO : EPOCH 7 - PROGRESS: at 24.02% examples, 694818 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:36,903 : INFO : EPOCH 7 - PROGRESS: at 24.37% examples, 695521 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:37,910 : INFO : EPOCH 7 - PROGRESS: at 24.72% examples, 696325 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:38,912 : INFO : EPOCH 7 - PROGRESS: at 25.07% examples, 697230 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:39,918 : INFO : EPOCH 7 - PROGRESS: at 25.44% examples, 698028 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:40,918 : INFO : EPOCH 7 - PROGRESS: at 25.79% examples, 698595 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:41,921 : INFO : EPOCH 7 - PROGRESS: at 26.16% examples, 699198 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:42,943 : INFO : EPOCH 7 - PROGRESS: at 26.55% examples, 699860 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:43,945 : INFO : EPOCH 7 - PROGRESS: at 26.94% examples, 700630 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:44,955 : INFO : EPOCH 7 - PROGRESS: at 27.30% examples, 701224 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:45,956 : INFO : EPOCH 7 - PROGRESS: at 27.69% examples, 701835 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:46,957 : INFO : EPOCH 7 - PROGRESS: at 28.08% examples, 702202 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:47,980 : INFO : EPOCH 7 - PROGRESS: at 28.44% examples, 702839 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:48,994 : INFO : EPOCH 7 - PROGRESS: at 28.83% examples, 703374 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:49,997 : INFO : EPOCH 7 - PROGRESS: at 29.22% examples, 703913 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:51,002 : INFO : EPOCH 7 - PROGRESS: at 29.58% examples, 704513 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:52,005 : INFO : EPOCH 7 - PROGRESS: at 29.91% examples, 704948 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:53,011 : INFO : EPOCH 7 - PROGRESS: at 30.26% examples, 705613 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:54,011 : INFO : EPOCH 7 - PROGRESS: at 30.61% examples, 706247 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:55,015 : INFO : EPOCH 7 - PROGRESS: at 30.98% examples, 706702 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:56,021 : INFO : EPOCH 7 - PROGRESS: at 31.33% examples, 707212 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:57,031 : INFO : EPOCH 7 - PROGRESS: at 31.72% examples, 707640 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:58,045 : INFO : EPOCH 7 - PROGRESS: at 32.05% examples, 708198 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:50:59,049 : INFO : EPOCH 7 - PROGRESS: at 32.40% examples, 708679 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:00,049 : INFO : EPOCH 7 - PROGRESS: at 32.74% examples, 709117 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:01,055 : INFO : EPOCH 7 - PROGRESS: at 33.13% examples, 709524 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:02,058 : INFO : EPOCH 7 - PROGRESS: at 33.49% examples, 710133 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:03,063 : INFO : EPOCH 7 - PROGRESS: at 33.87% examples, 710411 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:04,065 : INFO : EPOCH 7 - PROGRESS: at 34.22% examples, 710887 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:05,070 : INFO : EPOCH 7 - PROGRESS: at 34.59% examples, 711312 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:51:06,086 : INFO : EPOCH 7 - PROGRESS: at 34.98% examples, 711561 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:07,089 : INFO : EPOCH 7 - PROGRESS: at 35.33% examples, 711996 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:08,103 : INFO : EPOCH 7 - PROGRESS: at 35.68% examples, 712367 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:09,108 : INFO : EPOCH 7 - PROGRESS: at 36.04% examples, 712795 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:10,110 : INFO : EPOCH 7 - PROGRESS: at 36.41% examples, 713178 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:11,115 : INFO : EPOCH 7 - PROGRESS: at 36.75% examples, 713674 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:12,130 : INFO : EPOCH 7 - PROGRESS: at 37.10% examples, 714005 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:51:13,134 : INFO : EPOCH 7 - PROGRESS: at 37.49% examples, 714370 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:51:14,135 : INFO : EPOCH 7 - PROGRESS: at 37.86% examples, 714655 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:51:15,148 : INFO : EPOCH 7 - PROGRESS: at 38.22% examples, 715124 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:51:16,149 : INFO : EPOCH 7 - PROGRESS: at 38.57% examples, 715461 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:17,151 : INFO : EPOCH 7 - PROGRESS: at 38.93% examples, 715827 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:18,152 : INFO : EPOCH 7 - PROGRESS: at 39.30% examples, 716177 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:19,153 : INFO : EPOCH 7 - PROGRESS: at 39.67% examples, 716406 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:51:20,166 : INFO : EPOCH 7 - PROGRESS: at 40.01% examples, 716460 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:21,172 : INFO : EPOCH 7 - PROGRESS: at 40.33% examples, 716305 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:22,185 : INFO : EPOCH 7 - PROGRESS: at 40.68% examples, 716111 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:23,199 : INFO : EPOCH 7 - PROGRESS: at 41.02% examples, 715832 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:24,206 : INFO : EPOCH 7 - PROGRESS: at 41.34% examples, 715583 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:51:25,207 : INFO : EPOCH 7 - PROGRESS: at 41.64% examples, 715396 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:26,209 : INFO : EPOCH 7 - PROGRESS: at 41.97% examples, 715132 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:27,214 : INFO : EPOCH 7 - PROGRESS: at 42.31% examples, 714884 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:28,225 : INFO : EPOCH 7 - PROGRESS: at 42.66% examples, 714608 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:29,225 : INFO : EPOCH 7 - PROGRESS: at 42.99% examples, 714453 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:30,226 : INFO : EPOCH 7 - PROGRESS: at 43.30% examples, 714267 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:31,239 : INFO : EPOCH 7 - PROGRESS: at 43.64% examples, 713962 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:32,243 : INFO : EPOCH 7 - PROGRESS: at 43.98% examples, 713726 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:33,244 : INFO : EPOCH 7 - PROGRESS: at 44.32% examples, 713540 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:34,257 : INFO : EPOCH 7 - PROGRESS: at 44.64% examples, 713174 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:35,263 : INFO : EPOCH 7 - PROGRESS: at 44.99% examples, 712921 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:36,265 : INFO : EPOCH 7 - PROGRESS: at 45.33% examples, 712715 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:37,274 : INFO : EPOCH 7 - PROGRESS: at 45.65% examples, 712550 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:38,283 : INFO : EPOCH 7 - PROGRESS: at 45.98% examples, 712330 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:39,286 : INFO : EPOCH 7 - PROGRESS: at 46.28% examples, 712120 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:40,293 : INFO : EPOCH 7 - PROGRESS: at 46.62% examples, 711951 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:41,295 : INFO : EPOCH 7 - PROGRESS: at 46.93% examples, 711710 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:42,318 : INFO : EPOCH 7 - PROGRESS: at 47.26% examples, 711491 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:43,318 : INFO : EPOCH 7 - PROGRESS: at 47.59% examples, 711311 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:44,340 : INFO : EPOCH 7 - PROGRESS: at 47.95% examples, 710976 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:45,350 : INFO : EPOCH 7 - PROGRESS: at 48.29% examples, 710771 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:46,351 : INFO : EPOCH 7 - PROGRESS: at 48.66% examples, 710580 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:51:47,355 : INFO : EPOCH 7 - PROGRESS: at 48.97% examples, 710409 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:48,360 : INFO : EPOCH 7 - PROGRESS: at 49.32% examples, 710162 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:49,374 : INFO : EPOCH 7 - PROGRESS: at 49.65% examples, 709993 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:50,378 : INFO : EPOCH 7 - PROGRESS: at 49.99% examples, 709809 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:51,395 : INFO : EPOCH 7 - PROGRESS: at 50.32% examples, 709688 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:52,416 : INFO : EPOCH 7 - PROGRESS: at 50.64% examples, 709487 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:53,418 : INFO : EPOCH 7 - PROGRESS: at 51.01% examples, 709331 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:54,430 : INFO : EPOCH 7 - PROGRESS: at 51.34% examples, 709160 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:55,447 : INFO : EPOCH 7 - PROGRESS: at 51.70% examples, 708958 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:56,450 : INFO : EPOCH 7 - PROGRESS: at 52.03% examples, 708839 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:57,458 : INFO : EPOCH 7 - PROGRESS: at 52.35% examples, 708625 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:58,464 : INFO : EPOCH 7 - PROGRESS: at 52.67% examples, 708519 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:51:59,477 : INFO : EPOCH 7 - PROGRESS: at 53.02% examples, 708324 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:00,487 : INFO : EPOCH 7 - PROGRESS: at 53.33% examples, 708177 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:01,490 : INFO : EPOCH 7 - PROGRESS: at 53.67% examples, 707961 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:02,492 : INFO : EPOCH 7 - PROGRESS: at 54.00% examples, 707911 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:03,506 : INFO : EPOCH 7 - PROGRESS: at 54.30% examples, 707726 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:52:04,511 : INFO : EPOCH 7 - PROGRESS: at 54.63% examples, 707643 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:05,527 : INFO : EPOCH 7 - PROGRESS: at 54.95% examples, 707479 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:06,529 : INFO : EPOCH 7 - PROGRESS: at 55.29% examples, 707268 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:07,533 : INFO : EPOCH 7 - PROGRESS: at 55.60% examples, 707175 words/s, in_qsize 8, out_qsize 1
2020-07-23 16:52:08,550 : INFO : EPOCH 7 - PROGRESS: at 55.95% examples, 707013 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:09,554 : INFO : EPOCH 7 - PROGRESS: at 56.29% examples, 706952 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:10,561 : INFO : EPOCH 7 - PROGRESS: at 56.61% examples, 706798 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:11,562 : INFO : EPOCH 7 - PROGRESS: at 56.94% examples, 706654 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:12,568 : INFO : EPOCH 7 - PROGRESS: at 57.26% examples, 706411 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:13,584 : INFO : EPOCH 7 - PROGRESS: at 57.60% examples, 706345 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:14,601 : INFO : EPOCH 7 - PROGRESS: at 57.94% examples, 706241 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:15,602 : INFO : EPOCH 7 - PROGRESS: at 58.28% examples, 706120 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:16,615 : INFO : EPOCH 7 - PROGRESS: at 58.62% examples, 705953 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:52:17,620 : INFO : EPOCH 7 - PROGRESS: at 58.95% examples, 705873 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:18,626 : INFO : EPOCH 7 - PROGRESS: at 59.31% examples, 705747 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:19,641 : INFO : EPOCH 7 - PROGRESS: at 59.65% examples, 705563 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:52:20,643 : INFO : EPOCH 7 - PROGRESS: at 60.00% examples, 705462 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:21,646 : INFO : EPOCH 7 - PROGRESS: at 60.34% examples, 705314 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:22,662 : INFO : EPOCH 7 - PROGRESS: at 60.67% examples, 705197 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:23,675 : INFO : EPOCH 7 - PROGRESS: at 61.02% examples, 705045 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:24,682 : INFO : EPOCH 7 - PROGRESS: at 61.37% examples, 704996 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:25,683 : INFO : EPOCH 7 - PROGRESS: at 61.70% examples, 704862 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:26,684 : INFO : EPOCH 7 - PROGRESS: at 62.03% examples, 704764 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:27,702 : INFO : EPOCH 7 - PROGRESS: at 62.37% examples, 704680 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:28,709 : INFO : EPOCH 7 - PROGRESS: at 62.69% examples, 704532 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:29,713 : INFO : EPOCH 7 - PROGRESS: at 63.01% examples, 704447 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:30,721 : INFO : EPOCH 7 - PROGRESS: at 63.33% examples, 704336 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:31,733 : INFO : EPOCH 7 - PROGRESS: at 63.66% examples, 704285 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:32,735 : INFO : EPOCH 7 - PROGRESS: at 64.02% examples, 704187 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:33,753 : INFO : EPOCH 7 - PROGRESS: at 64.35% examples, 704016 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:34,773 : INFO : EPOCH 7 - PROGRESS: at 64.72% examples, 703902 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:35,803 : INFO : EPOCH 7 - PROGRESS: at 65.07% examples, 703820 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:36,807 : INFO : EPOCH 7 - PROGRESS: at 65.40% examples, 703731 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:37,828 : INFO : EPOCH 7 - PROGRESS: at 65.77% examples, 703586 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:38,829 : INFO : EPOCH 7 - PROGRESS: at 66.09% examples, 703553 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:39,829 : INFO : EPOCH 7 - PROGRESS: at 66.42% examples, 703370 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:40,832 : INFO : EPOCH 7 - PROGRESS: at 66.76% examples, 703301 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:41,851 : INFO : EPOCH 7 - PROGRESS: at 67.11% examples, 703185 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:42,857 : INFO : EPOCH 7 - PROGRESS: at 67.46% examples, 703120 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:43,868 : INFO : EPOCH 7 - PROGRESS: at 67.80% examples, 703023 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:44,879 : INFO : EPOCH 7 - PROGRESS: at 68.15% examples, 702857 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:52:45,889 : INFO : EPOCH 7 - PROGRESS: at 68.50% examples, 702754 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:46,897 : INFO : EPOCH 7 - PROGRESS: at 68.82% examples, 702684 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:47,909 : INFO : EPOCH 7 - PROGRESS: at 69.14% examples, 702604 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:48,921 : INFO : EPOCH 7 - PROGRESS: at 69.49% examples, 702501 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:52:49,932 : INFO : EPOCH 7 - PROGRESS: at 69.86% examples, 702448 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:50,942 : INFO : EPOCH 7 - PROGRESS: at 70.20% examples, 702301 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:51,947 : INFO : EPOCH 7 - PROGRESS: at 70.54% examples, 702207 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:52,953 : INFO : EPOCH 7 - PROGRESS: at 70.86% examples, 702100 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:53,955 : INFO : EPOCH 7 - PROGRESS: at 71.19% examples, 702001 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:54,972 : INFO : EPOCH 7 - PROGRESS: at 71.54% examples, 701872 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:55,981 : INFO : EPOCH 7 - PROGRESS: at 71.88% examples, 701784 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:56,982 : INFO : EPOCH 7 - PROGRESS: at 72.21% examples, 701700 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:52:57,997 : INFO : EPOCH 7 - PROGRESS: at 72.53% examples, 701549 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:52:59,007 : INFO : EPOCH 7 - PROGRESS: at 72.85% examples, 701293 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:53:00,009 : INFO : EPOCH 7 - PROGRESS: at 73.15% examples, 700891 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:53:01,017 : INFO : EPOCH 7 - PROGRESS: at 73.49% examples, 700759 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:02,018 : INFO : EPOCH 7 - PROGRESS: at 73.83% examples, 700994 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:03,025 : INFO : EPOCH 7 - PROGRESS: at 74.21% examples, 701271 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:04,027 : INFO : EPOCH 7 - PROGRESS: at 74.55% examples, 701518 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:05,034 : INFO : EPOCH 7 - PROGRESS: at 74.92% examples, 701770 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:06,039 : INFO : EPOCH 7 - PROGRESS: at 75.29% examples, 702024 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:07,052 : INFO : EPOCH 7 - PROGRESS: at 75.68% examples, 702219 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:08,064 : INFO : EPOCH 7 - PROGRESS: at 76.05% examples, 702435 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:09,076 : INFO : EPOCH 7 - PROGRESS: at 76.41% examples, 702661 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:10,085 : INFO : EPOCH 7 - PROGRESS: at 76.75% examples, 702875 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:11,089 : INFO : EPOCH 7 - PROGRESS: at 77.13% examples, 703064 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:12,100 : INFO : EPOCH 7 - PROGRESS: at 77.48% examples, 703270 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:13,111 : INFO : EPOCH 7 - PROGRESS: at 77.85% examples, 703524 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:14,114 : INFO : EPOCH 7 - PROGRESS: at 78.22% examples, 703750 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:15,134 : INFO : EPOCH 7 - PROGRESS: at 78.57% examples, 703940 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:16,138 : INFO : EPOCH 7 - PROGRESS: at 78.94% examples, 704141 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:17,139 : INFO : EPOCH 7 - PROGRESS: at 79.32% examples, 704377 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:18,159 : INFO : EPOCH 7 - PROGRESS: at 79.71% examples, 704523 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:19,161 : INFO : EPOCH 7 - PROGRESS: at 80.05% examples, 704752 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:20,178 : INFO : EPOCH 7 - PROGRESS: at 80.42% examples, 704941 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:21,183 : INFO : EPOCH 7 - PROGRESS: at 80.77% examples, 705236 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:53:22,200 : INFO : EPOCH 7 - PROGRESS: at 81.14% examples, 705396 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:23,209 : INFO : EPOCH 7 - PROGRESS: at 81.49% examples, 705656 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:24,228 : INFO : EPOCH 7 - PROGRESS: at 81.83% examples, 705848 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:25,242 : INFO : EPOCH 7 - PROGRESS: at 82.21% examples, 706029 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:26,244 : INFO : EPOCH 7 - PROGRESS: at 82.58% examples, 706210 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:27,247 : INFO : EPOCH 7 - PROGRESS: at 82.94% examples, 706435 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:28,250 : INFO : EPOCH 7 - PROGRESS: at 83.29% examples, 706609 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:29,258 : INFO : EPOCH 7 - PROGRESS: at 83.66% examples, 706784 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:30,267 : INFO : EPOCH 7 - PROGRESS: at 84.06% examples, 706992 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:31,277 : INFO : EPOCH 7 - PROGRESS: at 84.42% examples, 707144 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:32,281 : INFO : EPOCH 7 - PROGRESS: at 84.77% examples, 707338 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:33,281 : INFO : EPOCH 7 - PROGRESS: at 85.10% examples, 707540 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:53:34,288 : INFO : EPOCH 7 - PROGRESS: at 85.44% examples, 707692 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:35,291 : INFO : EPOCH 7 - PROGRESS: at 85.80% examples, 707870 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:36,306 : INFO : EPOCH 7 - PROGRESS: at 86.17% examples, 707997 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:37,307 : INFO : EPOCH 7 - PROGRESS: at 86.53% examples, 708224 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:38,309 : INFO : EPOCH 7 - PROGRESS: at 86.90% examples, 708336 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:39,320 : INFO : EPOCH 7 - PROGRESS: at 87.29% examples, 708538 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:40,320 : INFO : EPOCH 7 - PROGRESS: at 87.66% examples, 708690 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:41,329 : INFO : EPOCH 7 - PROGRESS: at 88.01% examples, 708864 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:42,330 : INFO : EPOCH 7 - PROGRESS: at 88.40% examples, 709060 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:43,336 : INFO : EPOCH 7 - PROGRESS: at 88.78% examples, 709265 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:44,353 : INFO : EPOCH 7 - PROGRESS: at 89.14% examples, 709400 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:45,362 : INFO : EPOCH 7 - PROGRESS: at 89.52% examples, 709560 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:46,367 : INFO : EPOCH 7 - PROGRESS: at 89.89% examples, 709709 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:47,369 : INFO : EPOCH 7 - PROGRESS: at 90.24% examples, 709870 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:53:48,380 : INFO : EPOCH 7 - PROGRESS: at 90.61% examples, 709998 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:49,387 : INFO : EPOCH 7 - PROGRESS: at 90.96% examples, 710221 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:50,391 : INFO : EPOCH 7 - PROGRESS: at 91.32% examples, 710400 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:51,401 : INFO : EPOCH 7 - PROGRESS: at 91.69% examples, 710515 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:52,422 : INFO : EPOCH 7 - PROGRESS: at 92.06% examples, 710666 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:53,428 : INFO : EPOCH 7 - PROGRESS: at 92.43% examples, 710857 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:54,428 : INFO : EPOCH 7 - PROGRESS: at 92.81% examples, 710982 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:55,435 : INFO : EPOCH 7 - PROGRESS: at 93.16% examples, 711098 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:56,437 : INFO : EPOCH 7 - PROGRESS: at 93.53% examples, 711238 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:57,452 : INFO : EPOCH 7 - PROGRESS: at 93.89% examples, 711386 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:58,461 : INFO : EPOCH 7 - PROGRESS: at 94.24% examples, 711561 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:53:59,464 : INFO : EPOCH 7 - PROGRESS: at 94.58% examples, 711672 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:00,469 : INFO : EPOCH 7 - PROGRESS: at 94.94% examples, 711832 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:01,480 : INFO : EPOCH 7 - PROGRESS: at 95.31% examples, 711986 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:02,496 : INFO : EPOCH 7 - PROGRESS: at 95.67% examples, 712145 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:03,497 : INFO : EPOCH 7 - PROGRESS: at 96.04% examples, 712341 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:04,505 : INFO : EPOCH 7 - PROGRESS: at 96.38% examples, 712461 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:05,512 : INFO : EPOCH 7 - PROGRESS: at 96.77% examples, 712587 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:06,513 : INFO : EPOCH 7 - PROGRESS: at 97.17% examples, 712732 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:07,518 : INFO : EPOCH 7 - PROGRESS: at 97.55% examples, 712889 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:08,521 : INFO : EPOCH 7 - PROGRESS: at 97.92% examples, 713039 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:09,534 : INFO : EPOCH 7 - PROGRESS: at 98.32% examples, 713119 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:10,535 : INFO : EPOCH 7 - PROGRESS: at 98.67% examples, 713241 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:11,538 : INFO : EPOCH 7 - PROGRESS: at 99.03% examples, 713374 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:12,546 : INFO : EPOCH 7 - PROGRESS: at 99.42% examples, 713529 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:13,552 : INFO : EPOCH 7 - PROGRESS: at 99.76% examples, 713668 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:14,138 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 16:54:14,143 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 16:54:14,149 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 16:54:14,166 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 16:54:14,167 : INFO : EPOCH - 7 : training on 266061151 raw words (206823277 effective words) took 289.8s, 713737 effective words/s
2020-07-23 16:54:15,177 : INFO : EPOCH 8 - PROGRESS: at 0.39% examples, 729054 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:16,181 : INFO : EPOCH 8 - PROGRESS: at 0.74% examples, 739460 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:54:17,181 : INFO : EPOCH 8 - PROGRESS: at 1.09% examples, 743103 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:18,182 : INFO : EPOCH 8 - PROGRESS: at 1.45% examples, 747231 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:19,202 : INFO : EPOCH 8 - PROGRESS: at 1.82% examples, 745179 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:20,207 : INFO : EPOCH 8 - PROGRESS: at 2.18% examples, 745586 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:21,213 : INFO : EPOCH 8 - PROGRESS: at 2.53% examples, 747075 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:22,223 : INFO : EPOCH 8 - PROGRESS: at 2.89% examples, 747258 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:54:23,225 : INFO : EPOCH 8 - PROGRESS: at 3.25% examples, 748515 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:24,229 : INFO : EPOCH 8 - PROGRESS: at 3.61% examples, 748610 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:25,237 : INFO : EPOCH 8 - PROGRESS: at 3.98% examples, 748553 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:26,237 : INFO : EPOCH 8 - PROGRESS: at 4.32% examples, 749294 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:27,242 : INFO : EPOCH 8 - PROGRESS: at 4.68% examples, 749368 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:28,244 : INFO : EPOCH 8 - PROGRESS: at 5.03% examples, 749587 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:29,246 : INFO : EPOCH 8 - PROGRESS: at 5.36% examples, 748174 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:30,249 : INFO : EPOCH 8 - PROGRESS: at 5.73% examples, 746022 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:31,251 : INFO : EPOCH 8 - PROGRESS: at 6.04% examples, 741661 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:32,254 : INFO : EPOCH 8 - PROGRESS: at 6.39% examples, 738240 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:33,281 : INFO : EPOCH 8 - PROGRESS: at 6.70% examples, 735572 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:34,295 : INFO : EPOCH 8 - PROGRESS: at 7.02% examples, 732738 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:54:35,302 : INFO : EPOCH 8 - PROGRESS: at 7.38% examples, 729866 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:36,315 : INFO : EPOCH 8 - PROGRESS: at 7.71% examples, 727501 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:37,333 : INFO : EPOCH 8 - PROGRESS: at 8.03% examples, 725789 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:38,346 : INFO : EPOCH 8 - PROGRESS: at 8.36% examples, 723983 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:54:39,355 : INFO : EPOCH 8 - PROGRESS: at 8.70% examples, 722742 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:40,364 : INFO : EPOCH 8 - PROGRESS: at 9.03% examples, 721114 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:54:41,366 : INFO : EPOCH 8 - PROGRESS: at 9.36% examples, 719322 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:42,369 : INFO : EPOCH 8 - PROGRESS: at 9.68% examples, 718160 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:43,389 : INFO : EPOCH 8 - PROGRESS: at 10.01% examples, 716817 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:44,391 : INFO : EPOCH 8 - PROGRESS: at 10.34% examples, 715931 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:45,392 : INFO : EPOCH 8 - PROGRESS: at 10.68% examples, 714664 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:54:46,415 : INFO : EPOCH 8 - PROGRESS: at 11.01% examples, 713472 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:47,416 : INFO : EPOCH 8 - PROGRESS: at 11.34% examples, 712800 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:54:48,423 : INFO : EPOCH 8 - PROGRESS: at 11.65% examples, 711799 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:49,430 : INFO : EPOCH 8 - PROGRESS: at 12.01% examples, 710926 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:50,441 : INFO : EPOCH 8 - PROGRESS: at 12.35% examples, 710154 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:51,442 : INFO : EPOCH 8 - PROGRESS: at 12.66% examples, 709346 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:52,448 : INFO : EPOCH 8 - PROGRESS: at 13.01% examples, 708305 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:53,459 : INFO : EPOCH 8 - PROGRESS: at 13.37% examples, 707650 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:54,468 : INFO : EPOCH 8 - PROGRESS: at 13.70% examples, 707121 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:55,476 : INFO : EPOCH 8 - PROGRESS: at 14.02% examples, 706302 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:56,483 : INFO : EPOCH 8 - PROGRESS: at 14.38% examples, 705875 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:57,498 : INFO : EPOCH 8 - PROGRESS: at 14.72% examples, 705326 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:58,502 : INFO : EPOCH 8 - PROGRESS: at 15.06% examples, 704872 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:54:59,512 : INFO : EPOCH 8 - PROGRESS: at 15.40% examples, 704097 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:00,513 : INFO : EPOCH 8 - PROGRESS: at 15.73% examples, 703525 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:01,524 : INFO : EPOCH 8 - PROGRESS: at 16.09% examples, 703000 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:55:02,546 : INFO : EPOCH 8 - PROGRESS: at 16.43% examples, 702429 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:03,555 : INFO : EPOCH 8 - PROGRESS: at 16.75% examples, 702143 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:04,568 : INFO : EPOCH 8 - PROGRESS: at 17.10% examples, 701667 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:05,586 : INFO : EPOCH 8 - PROGRESS: at 17.42% examples, 701315 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:06,586 : INFO : EPOCH 8 - PROGRESS: at 17.74% examples, 700910 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:07,591 : INFO : EPOCH 8 - PROGRESS: at 18.08% examples, 700524 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:08,595 : INFO : EPOCH 8 - PROGRESS: at 18.40% examples, 700226 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:09,610 : INFO : EPOCH 8 - PROGRESS: at 18.72% examples, 700061 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:10,620 : INFO : EPOCH 8 - PROGRESS: at 19.05% examples, 699755 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:11,625 : INFO : EPOCH 8 - PROGRESS: at 19.37% examples, 699325 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:55:12,630 : INFO : EPOCH 8 - PROGRESS: at 19.72% examples, 699137 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:13,647 : INFO : EPOCH 8 - PROGRESS: at 20.05% examples, 698679 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:14,657 : INFO : EPOCH 8 - PROGRESS: at 20.38% examples, 698368 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:15,661 : INFO : EPOCH 8 - PROGRESS: at 20.72% examples, 698019 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:16,673 : INFO : EPOCH 8 - PROGRESS: at 21.06% examples, 697696 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:17,685 : INFO : EPOCH 8 - PROGRESS: at 21.39% examples, 697423 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:55:18,701 : INFO : EPOCH 8 - PROGRESS: at 21.72% examples, 697165 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:19,706 : INFO : EPOCH 8 - PROGRESS: at 22.07% examples, 696835 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:20,727 : INFO : EPOCH 8 - PROGRESS: at 22.40% examples, 696624 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:21,742 : INFO : EPOCH 8 - PROGRESS: at 22.71% examples, 696606 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:55:22,757 : INFO : EPOCH 8 - PROGRESS: at 23.06% examples, 696306 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:23,759 : INFO : EPOCH 8 - PROGRESS: at 23.40% examples, 696148 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:24,761 : INFO : EPOCH 8 - PROGRESS: at 23.74% examples, 696098 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:25,764 : INFO : EPOCH 8 - PROGRESS: at 24.09% examples, 695808 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:26,772 : INFO : EPOCH 8 - PROGRESS: at 24.40% examples, 695532 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:27,778 : INFO : EPOCH 8 - PROGRESS: at 24.72% examples, 695315 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:28,783 : INFO : EPOCH 8 - PROGRESS: at 25.03% examples, 695210 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:29,790 : INFO : EPOCH 8 - PROGRESS: at 25.37% examples, 694987 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:30,799 : INFO : EPOCH 8 - PROGRESS: at 25.69% examples, 694956 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:55:31,802 : INFO : EPOCH 8 - PROGRESS: at 26.01% examples, 694740 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:32,805 : INFO : EPOCH 8 - PROGRESS: at 26.35% examples, 694615 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:55:33,807 : INFO : EPOCH 8 - PROGRESS: at 26.72% examples, 694458 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:34,816 : INFO : EPOCH 8 - PROGRESS: at 27.06% examples, 694182 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:35,828 : INFO : EPOCH 8 - PROGRESS: at 27.39% examples, 694113 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:36,844 : INFO : EPOCH 8 - PROGRESS: at 27.75% examples, 693848 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:55:37,846 : INFO : EPOCH 8 - PROGRESS: at 28.11% examples, 693621 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:38,849 : INFO : EPOCH 8 - PROGRESS: at 28.41% examples, 693179 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:39,856 : INFO : EPOCH 8 - PROGRESS: at 28.75% examples, 692399 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:40,867 : INFO : EPOCH 8 - PROGRESS: at 29.07% examples, 691670 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:41,887 : INFO : EPOCH 8 - PROGRESS: at 29.45% examples, 692354 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:42,895 : INFO : EPOCH 8 - PROGRESS: at 29.78% examples, 693072 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:43,895 : INFO : EPOCH 8 - PROGRESS: at 30.12% examples, 693794 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:44,900 : INFO : EPOCH 8 - PROGRESS: at 30.47% examples, 694505 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:45,902 : INFO : EPOCH 8 - PROGRESS: at 30.84% examples, 695074 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:46,907 : INFO : EPOCH 8 - PROGRESS: at 31.21% examples, 695641 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:47,908 : INFO : EPOCH 8 - PROGRESS: at 31.58% examples, 696206 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:48,914 : INFO : EPOCH 8 - PROGRESS: at 31.92% examples, 696855 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:49,916 : INFO : EPOCH 8 - PROGRESS: at 32.25% examples, 697520 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:50,922 : INFO : EPOCH 8 - PROGRESS: at 32.61% examples, 698090 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:51,933 : INFO : EPOCH 8 - PROGRESS: at 32.98% examples, 698543 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:52,936 : INFO : EPOCH 8 - PROGRESS: at 33.36% examples, 698965 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:53,946 : INFO : EPOCH 8 - PROGRESS: at 33.71% examples, 699472 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:54,957 : INFO : EPOCH 8 - PROGRESS: at 34.09% examples, 700011 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:55,965 : INFO : EPOCH 8 - PROGRESS: at 34.45% examples, 700472 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:56,976 : INFO : EPOCH 8 - PROGRESS: at 34.81% examples, 700949 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:57,992 : INFO : EPOCH 8 - PROGRESS: at 35.18% examples, 701475 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:58,992 : INFO : EPOCH 8 - PROGRESS: at 35.56% examples, 701933 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:55:59,994 : INFO : EPOCH 8 - PROGRESS: at 35.89% examples, 702427 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:01,001 : INFO : EPOCH 8 - PROGRESS: at 36.26% examples, 702838 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:02,002 : INFO : EPOCH 8 - PROGRESS: at 36.59% examples, 703290 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:56:03,004 : INFO : EPOCH 8 - PROGRESS: at 36.94% examples, 703716 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:56:04,007 : INFO : EPOCH 8 - PROGRESS: at 37.31% examples, 704183 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:05,027 : INFO : EPOCH 8 - PROGRESS: at 37.69% examples, 704548 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:06,028 : INFO : EPOCH 8 - PROGRESS: at 38.07% examples, 705118 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:56:07,040 : INFO : EPOCH 8 - PROGRESS: at 38.41% examples, 705442 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:08,043 : INFO : EPOCH 8 - PROGRESS: at 38.77% examples, 705971 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:09,055 : INFO : EPOCH 8 - PROGRESS: at 39.15% examples, 706289 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:10,067 : INFO : EPOCH 8 - PROGRESS: at 39.51% examples, 706656 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:11,077 : INFO : EPOCH 8 - PROGRESS: at 39.88% examples, 706970 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:12,088 : INFO : EPOCH 8 - PROGRESS: at 40.23% examples, 707335 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:56:13,089 : INFO : EPOCH 8 - PROGRESS: at 40.59% examples, 707886 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:14,096 : INFO : EPOCH 8 - PROGRESS: at 40.95% examples, 708088 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:15,100 : INFO : EPOCH 8 - PROGRESS: at 41.31% examples, 708471 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:16,109 : INFO : EPOCH 8 - PROGRESS: at 41.64% examples, 708811 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:17,111 : INFO : EPOCH 8 - PROGRESS: at 42.00% examples, 709137 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:18,114 : INFO : EPOCH 8 - PROGRESS: at 42.38% examples, 709506 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:19,120 : INFO : EPOCH 8 - PROGRESS: at 42.75% examples, 709864 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:20,123 : INFO : EPOCH 8 - PROGRESS: at 43.10% examples, 710147 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:21,134 : INFO : EPOCH 8 - PROGRESS: at 43.47% examples, 710491 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:22,138 : INFO : EPOCH 8 - PROGRESS: at 43.83% examples, 710831 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:23,142 : INFO : EPOCH 8 - PROGRESS: at 44.19% examples, 711076 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:24,149 : INFO : EPOCH 8 - PROGRESS: at 44.57% examples, 711401 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:25,153 : INFO : EPOCH 8 - PROGRESS: at 44.95% examples, 711601 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:26,158 : INFO : EPOCH 8 - PROGRESS: at 45.32% examples, 711912 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:27,170 : INFO : EPOCH 8 - PROGRESS: at 45.67% examples, 712305 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:28,192 : INFO : EPOCH 8 - PROGRESS: at 46.02% examples, 712541 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:29,196 : INFO : EPOCH 8 - PROGRESS: at 46.37% examples, 712781 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:30,222 : INFO : EPOCH 8 - PROGRESS: at 46.75% examples, 713083 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:31,230 : INFO : EPOCH 8 - PROGRESS: at 47.09% examples, 713394 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:32,236 : INFO : EPOCH 8 - PROGRESS: at 47.46% examples, 713735 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:33,237 : INFO : EPOCH 8 - PROGRESS: at 47.84% examples, 713939 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:34,239 : INFO : EPOCH 8 - PROGRESS: at 48.22% examples, 714115 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:35,263 : INFO : EPOCH 8 - PROGRESS: at 48.61% examples, 714299 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:36,278 : INFO : EPOCH 8 - PROGRESS: at 48.96% examples, 714542 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:37,280 : INFO : EPOCH 8 - PROGRESS: at 49.33% examples, 714775 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:38,282 : INFO : EPOCH 8 - PROGRESS: at 49.70% examples, 715021 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:39,293 : INFO : EPOCH 8 - PROGRESS: at 50.07% examples, 715208 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:40,298 : INFO : EPOCH 8 - PROGRESS: at 50.41% examples, 715462 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:56:41,304 : INFO : EPOCH 8 - PROGRESS: at 50.80% examples, 715735 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:42,318 : INFO : EPOCH 8 - PROGRESS: at 51.17% examples, 715954 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:43,327 : INFO : EPOCH 8 - PROGRESS: at 51.55% examples, 716003 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:44,328 : INFO : EPOCH 8 - PROGRESS: at 51.87% examples, 715785 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:45,337 : INFO : EPOCH 8 - PROGRESS: at 52.21% examples, 715581 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:46,339 : INFO : EPOCH 8 - PROGRESS: at 52.54% examples, 715393 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:47,340 : INFO : EPOCH 8 - PROGRESS: at 52.87% examples, 715166 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:48,346 : INFO : EPOCH 8 - PROGRESS: at 53.19% examples, 715035 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:49,347 : INFO : EPOCH 8 - PROGRESS: at 53.53% examples, 714756 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:50,353 : INFO : EPOCH 8 - PROGRESS: at 53.84% examples, 714570 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:51,359 : INFO : EPOCH 8 - PROGRESS: at 54.16% examples, 714407 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:52,372 : INFO : EPOCH 8 - PROGRESS: at 54.48% examples, 714170 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:53,375 : INFO : EPOCH 8 - PROGRESS: at 54.79% examples, 713974 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:54,380 : INFO : EPOCH 8 - PROGRESS: at 55.13% examples, 713719 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:55,383 : INFO : EPOCH 8 - PROGRESS: at 55.46% examples, 713530 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:56,383 : INFO : EPOCH 8 - PROGRESS: at 55.77% examples, 713359 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:57,384 : INFO : EPOCH 8 - PROGRESS: at 56.11% examples, 713151 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:58,389 : INFO : EPOCH 8 - PROGRESS: at 56.43% examples, 712980 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:56:59,394 : INFO : EPOCH 8 - PROGRESS: at 56.76% examples, 712786 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:57:00,401 : INFO : EPOCH 8 - PROGRESS: at 57.09% examples, 712584 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:01,407 : INFO : EPOCH 8 - PROGRESS: at 57.42% examples, 712418 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:57:02,421 : INFO : EPOCH 8 - PROGRESS: at 57.77% examples, 712251 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:03,424 : INFO : EPOCH 8 - PROGRESS: at 58.09% examples, 712109 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:04,439 : INFO : EPOCH 8 - PROGRESS: at 58.43% examples, 711841 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:05,446 : INFO : EPOCH 8 - PROGRESS: at 58.76% examples, 711669 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:06,452 : INFO : EPOCH 8 - PROGRESS: at 59.11% examples, 711514 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:07,458 : INFO : EPOCH 8 - PROGRESS: at 59.46% examples, 711336 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:57:08,459 : INFO : EPOCH 8 - PROGRESS: at 59.81% examples, 711181 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:09,472 : INFO : EPOCH 8 - PROGRESS: at 60.15% examples, 711017 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:10,476 : INFO : EPOCH 8 - PROGRESS: at 60.49% examples, 710841 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:11,484 : INFO : EPOCH 8 - PROGRESS: at 60.83% examples, 710671 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:57:12,489 : INFO : EPOCH 8 - PROGRESS: at 61.17% examples, 710484 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:57:13,516 : INFO : EPOCH 8 - PROGRESS: at 61.52% examples, 710315 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:14,528 : INFO : EPOCH 8 - PROGRESS: at 61.84% examples, 710197 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:15,529 : INFO : EPOCH 8 - PROGRESS: at 62.17% examples, 710041 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:16,538 : INFO : EPOCH 8 - PROGRESS: at 62.52% examples, 709897 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:17,546 : INFO : EPOCH 8 - PROGRESS: at 62.81% examples, 709735 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:18,553 : INFO : EPOCH 8 - PROGRESS: at 63.15% examples, 709629 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:19,554 : INFO : EPOCH 8 - PROGRESS: at 63.48% examples, 709537 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:20,572 : INFO : EPOCH 8 - PROGRESS: at 63.82% examples, 709296 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:21,572 : INFO : EPOCH 8 - PROGRESS: at 64.15% examples, 709166 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:22,600 : INFO : EPOCH 8 - PROGRESS: at 64.49% examples, 708945 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:57:23,616 : INFO : EPOCH 8 - PROGRESS: at 64.84% examples, 708791 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:24,630 : INFO : EPOCH 8 - PROGRESS: at 65.20% examples, 708643 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:57:25,644 : INFO : EPOCH 8 - PROGRESS: at 65.54% examples, 708522 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:26,648 : INFO : EPOCH 8 - PROGRESS: at 65.89% examples, 708414 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:27,664 : INFO : EPOCH 8 - PROGRESS: at 66.20% examples, 708313 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:28,667 : INFO : EPOCH 8 - PROGRESS: at 66.54% examples, 708214 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:29,669 : INFO : EPOCH 8 - PROGRESS: at 66.89% examples, 708024 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:30,680 : INFO : EPOCH 8 - PROGRESS: at 67.24% examples, 707903 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:31,700 : INFO : EPOCH 8 - PROGRESS: at 67.59% examples, 707739 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:32,709 : INFO : EPOCH 8 - PROGRESS: at 67.95% examples, 707648 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:33,719 : INFO : EPOCH 8 - PROGRESS: at 68.28% examples, 707496 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:34,724 : INFO : EPOCH 8 - PROGRESS: at 68.64% examples, 707375 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:35,727 : INFO : EPOCH 8 - PROGRESS: at 68.95% examples, 707243 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:36,740 : INFO : EPOCH 8 - PROGRESS: at 69.28% examples, 707119 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:37,745 : INFO : EPOCH 8 - PROGRESS: at 69.63% examples, 707029 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:38,749 : INFO : EPOCH 8 - PROGRESS: at 69.97% examples, 706885 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:39,754 : INFO : EPOCH 8 - PROGRESS: at 70.32% examples, 706741 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:40,756 : INFO : EPOCH 8 - PROGRESS: at 70.65% examples, 706605 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:41,773 : INFO : EPOCH 8 - PROGRESS: at 70.97% examples, 706487 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:57:42,785 : INFO : EPOCH 8 - PROGRESS: at 71.31% examples, 706346 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:43,799 : INFO : EPOCH 8 - PROGRESS: at 71.67% examples, 706209 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:44,805 : INFO : EPOCH 8 - PROGRESS: at 72.00% examples, 706128 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:45,814 : INFO : EPOCH 8 - PROGRESS: at 72.32% examples, 705999 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:57:46,817 : INFO : EPOCH 8 - PROGRESS: at 72.66% examples, 705905 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:47,829 : INFO : EPOCH 8 - PROGRESS: at 72.98% examples, 705714 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:57:48,843 : INFO : EPOCH 8 - PROGRESS: at 73.33% examples, 705580 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:49,847 : INFO : EPOCH 8 - PROGRESS: at 73.65% examples, 705456 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:50,852 : INFO : EPOCH 8 - PROGRESS: at 73.99% examples, 705391 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:51,866 : INFO : EPOCH 8 - PROGRESS: at 74.31% examples, 705323 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:52,869 : INFO : EPOCH 8 - PROGRESS: at 74.62% examples, 705262 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:53,875 : INFO : EPOCH 8 - PROGRESS: at 74.96% examples, 705166 words/s, in_qsize 6, out_qsize 1
2020-07-23 16:57:54,891 : INFO : EPOCH 8 - PROGRESS: at 75.30% examples, 705056 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:55,897 : INFO : EPOCH 8 - PROGRESS: at 75.65% examples, 704960 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:56,905 : INFO : EPOCH 8 - PROGRESS: at 76.00% examples, 704851 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:57,908 : INFO : EPOCH 8 - PROGRESS: at 76.32% examples, 704772 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:58,918 : INFO : EPOCH 8 - PROGRESS: at 76.63% examples, 704689 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:57:59,923 : INFO : EPOCH 8 - PROGRESS: at 76.97% examples, 704603 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:00,924 : INFO : EPOCH 8 - PROGRESS: at 77.30% examples, 704488 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:01,942 : INFO : EPOCH 8 - PROGRESS: at 77.61% examples, 704352 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:02,943 : INFO : EPOCH 8 - PROGRESS: at 77.95% examples, 704248 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:03,960 : INFO : EPOCH 8 - PROGRESS: at 78.28% examples, 704154 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:04,972 : INFO : EPOCH 8 - PROGRESS: at 78.61% examples, 704093 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:05,974 : INFO : EPOCH 8 - PROGRESS: at 78.95% examples, 704015 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:06,977 : INFO : EPOCH 8 - PROGRESS: at 79.29% examples, 703906 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:07,978 : INFO : EPOCH 8 - PROGRESS: at 79.65% examples, 703796 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:08,984 : INFO : EPOCH 8 - PROGRESS: at 79.95% examples, 703769 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:09,991 : INFO : EPOCH 8 - PROGRESS: at 80.29% examples, 703657 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:10,992 : INFO : EPOCH 8 - PROGRESS: at 80.61% examples, 703569 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:58:11,992 : INFO : EPOCH 8 - PROGRESS: at 80.93% examples, 703525 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:12,997 : INFO : EPOCH 8 - PROGRESS: at 81.25% examples, 703480 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:14,005 : INFO : EPOCH 8 - PROGRESS: at 81.57% examples, 703402 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:15,026 : INFO : EPOCH 8 - PROGRESS: at 81.88% examples, 703289 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:16,026 : INFO : EPOCH 8 - PROGRESS: at 82.23% examples, 703223 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:17,032 : INFO : EPOCH 8 - PROGRESS: at 82.56% examples, 703099 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:18,041 : INFO : EPOCH 8 - PROGRESS: at 82.89% examples, 703007 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:19,054 : INFO : EPOCH 8 - PROGRESS: at 83.20% examples, 702905 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:20,060 : INFO : EPOCH 8 - PROGRESS: at 83.52% examples, 702697 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:21,080 : INFO : EPOCH 8 - PROGRESS: at 83.83% examples, 702277 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:58:22,081 : INFO : EPOCH 8 - PROGRESS: at 84.20% examples, 702263 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:58:23,097 : INFO : EPOCH 8 - PROGRESS: at 84.54% examples, 702436 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:24,098 : INFO : EPOCH 8 - PROGRESS: at 84.90% examples, 702636 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:25,107 : INFO : EPOCH 8 - PROGRESS: at 85.23% examples, 702832 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:58:26,112 : INFO : EPOCH 8 - PROGRESS: at 85.58% examples, 703044 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:27,118 : INFO : EPOCH 8 - PROGRESS: at 85.93% examples, 703218 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:28,136 : INFO : EPOCH 8 - PROGRESS: at 86.29% examples, 703362 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:29,140 : INFO : EPOCH 8 - PROGRESS: at 86.68% examples, 703562 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:30,154 : INFO : EPOCH 8 - PROGRESS: at 87.04% examples, 703766 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:31,154 : INFO : EPOCH 8 - PROGRESS: at 87.43% examples, 703957 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:32,164 : INFO : EPOCH 8 - PROGRESS: at 87.81% examples, 704096 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:33,176 : INFO : EPOCH 8 - PROGRESS: at 88.16% examples, 704299 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:34,181 : INFO : EPOCH 8 - PROGRESS: at 88.55% examples, 704485 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:35,192 : INFO : EPOCH 8 - PROGRESS: at 88.93% examples, 704660 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:36,193 : INFO : EPOCH 8 - PROGRESS: at 89.30% examples, 704836 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:37,203 : INFO : EPOCH 8 - PROGRESS: at 89.66% examples, 705034 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:38,207 : INFO : EPOCH 8 - PROGRESS: at 90.03% examples, 705188 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:39,230 : INFO : EPOCH 8 - PROGRESS: at 90.37% examples, 705353 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:40,232 : INFO : EPOCH 8 - PROGRESS: at 90.75% examples, 705523 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:41,240 : INFO : EPOCH 8 - PROGRESS: at 91.09% examples, 705678 words/s, in_qsize 7, out_qsize 1
2020-07-23 16:58:42,242 : INFO : EPOCH 8 - PROGRESS: at 91.45% examples, 705908 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:43,244 : INFO : EPOCH 8 - PROGRESS: at 91.82% examples, 706021 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:58:44,251 : INFO : EPOCH 8 - PROGRESS: at 92.18% examples, 706206 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:45,253 : INFO : EPOCH 8 - PROGRESS: at 92.56% examples, 706364 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:46,255 : INFO : EPOCH 8 - PROGRESS: at 92.93% examples, 706520 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:47,279 : INFO : EPOCH 8 - PROGRESS: at 93.29% examples, 706670 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:58:48,285 : INFO : EPOCH 8 - PROGRESS: at 93.66% examples, 706853 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:49,293 : INFO : EPOCH 8 - PROGRESS: at 94.01% examples, 706987 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:58:50,302 : INFO : EPOCH 8 - PROGRESS: at 94.37% examples, 707149 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:51,309 : INFO : EPOCH 8 - PROGRESS: at 94.70% examples, 707324 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:52,319 : INFO : EPOCH 8 - PROGRESS: at 95.07% examples, 707449 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:53,331 : INFO : EPOCH 8 - PROGRESS: at 95.44% examples, 707646 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:54,331 : INFO : EPOCH 8 - PROGRESS: at 95.80% examples, 707779 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:58:55,337 : INFO : EPOCH 8 - PROGRESS: at 96.14% examples, 707942 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:56,350 : INFO : EPOCH 8 - PROGRESS: at 96.49% examples, 708104 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:58:57,358 : INFO : EPOCH 8 - PROGRESS: at 96.90% examples, 708228 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:58,358 : INFO : EPOCH 8 - PROGRESS: at 97.30% examples, 708385 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:58:59,364 : INFO : EPOCH 8 - PROGRESS: at 97.67% examples, 708556 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:00,366 : INFO : EPOCH 8 - PROGRESS: at 98.03% examples, 708682 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:01,376 : INFO : EPOCH 8 - PROGRESS: at 98.44% examples, 708759 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:02,379 : INFO : EPOCH 8 - PROGRESS: at 98.78% examples, 708935 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:03,395 : INFO : EPOCH 8 - PROGRESS: at 99.15% examples, 709072 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:04,412 : INFO : EPOCH 8 - PROGRESS: at 99.53% examples, 709222 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:05,417 : INFO : EPOCH 8 - PROGRESS: at 99.90% examples, 709348 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:05,678 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 16:59:05,687 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 16:59:05,692 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 16:59:05,705 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 16:59:05,706 : INFO : EPOCH - 8 : training on 266061151 raw words (206818524 effective words) took 291.5s, 709409 effective words/s
2020-07-23 16:59:06,724 : INFO : EPOCH 9 - PROGRESS: at 0.39% examples, 724628 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:07,728 : INFO : EPOCH 9 - PROGRESS: at 0.74% examples, 733273 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:08,748 : INFO : EPOCH 9 - PROGRESS: at 1.06% examples, 715856 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:09,762 : INFO : EPOCH 9 - PROGRESS: at 1.37% examples, 705029 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:10,778 : INFO : EPOCH 9 - PROGRESS: at 1.71% examples, 699980 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:11,778 : INFO : EPOCH 9 - PROGRESS: at 2.05% examples, 697493 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:12,789 : INFO : EPOCH 9 - PROGRESS: at 2.36% examples, 695293 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:13,792 : INFO : EPOCH 9 - PROGRESS: at 2.69% examples, 693088 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:14,809 : INFO : EPOCH 9 - PROGRESS: at 3.02% examples, 692172 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:15,812 : INFO : EPOCH 9 - PROGRESS: at 3.34% examples, 692115 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:16,816 : INFO : EPOCH 9 - PROGRESS: at 3.68% examples, 690226 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:17,833 : INFO : EPOCH 9 - PROGRESS: at 4.01% examples, 688988 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:18,844 : INFO : EPOCH 9 - PROGRESS: at 4.33% examples, 689665 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:59:19,846 : INFO : EPOCH 9 - PROGRESS: at 4.66% examples, 689311 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:20,858 : INFO : EPOCH 9 - PROGRESS: at 4.98% examples, 688513 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:21,862 : INFO : EPOCH 9 - PROGRESS: at 5.30% examples, 688321 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:22,877 : INFO : EPOCH 9 - PROGRESS: at 5.63% examples, 687837 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:23,890 : INFO : EPOCH 9 - PROGRESS: at 5.97% examples, 687365 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:24,898 : INFO : EPOCH 9 - PROGRESS: at 6.30% examples, 687517 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:25,911 : INFO : EPOCH 9 - PROGRESS: at 6.62% examples, 687572 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:26,933 : INFO : EPOCH 9 - PROGRESS: at 6.94% examples, 687270 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:27,935 : INFO : EPOCH 9 - PROGRESS: at 7.29% examples, 686689 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:59:28,936 : INFO : EPOCH 9 - PROGRESS: at 7.64% examples, 686819 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:59:29,942 : INFO : EPOCH 9 - PROGRESS: at 7.95% examples, 686255 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:30,954 : INFO : EPOCH 9 - PROGRESS: at 8.27% examples, 686665 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:31,954 : INFO : EPOCH 9 - PROGRESS: at 8.61% examples, 686927 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:32,956 : INFO : EPOCH 9 - PROGRESS: at 8.94% examples, 687010 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:33,963 : INFO : EPOCH 9 - PROGRESS: at 9.28% examples, 686669 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:34,974 : INFO : EPOCH 9 - PROGRESS: at 9.60% examples, 686370 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:35,975 : INFO : EPOCH 9 - PROGRESS: at 9.92% examples, 686539 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:36,985 : INFO : EPOCH 9 - PROGRESS: at 10.26% examples, 686002 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:37,994 : INFO : EPOCH 9 - PROGRESS: at 10.59% examples, 685908 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:39,008 : INFO : EPOCH 9 - PROGRESS: at 10.92% examples, 685784 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:40,014 : INFO : EPOCH 9 - PROGRESS: at 11.25% examples, 685645 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:41,015 : INFO : EPOCH 9 - PROGRESS: at 11.57% examples, 685840 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:42,028 : INFO : EPOCH 9 - PROGRESS: at 11.91% examples, 685473 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:43,038 : INFO : EPOCH 9 - PROGRESS: at 12.26% examples, 685211 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:44,047 : INFO : EPOCH 9 - PROGRESS: at 12.57% examples, 685111 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:59:45,062 : INFO : EPOCH 9 - PROGRESS: at 12.92% examples, 684851 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:46,064 : INFO : EPOCH 9 - PROGRESS: at 13.28% examples, 684610 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:47,090 : INFO : EPOCH 9 - PROGRESS: at 13.63% examples, 684400 words/s, in_qsize 8, out_qsize 0
2020-07-23 16:59:48,093 : INFO : EPOCH 9 - PROGRESS: at 13.94% examples, 684487 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:49,099 : INFO : EPOCH 9 - PROGRESS: at 14.28% examples, 684504 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:50,112 : INFO : EPOCH 9 - PROGRESS: at 14.62% examples, 684222 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:51,115 : INFO : EPOCH 9 - PROGRESS: at 14.97% examples, 684149 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:52,123 : INFO : EPOCH 9 - PROGRESS: at 15.31% examples, 683945 words/s, in_qsize 8, out_qsize 1
2020-07-23 16:59:53,137 : INFO : EPOCH 9 - PROGRESS: at 15.65% examples, 684055 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:54,138 : INFO : EPOCH 9 - PROGRESS: at 16.00% examples, 684172 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:55,143 : INFO : EPOCH 9 - PROGRESS: at 16.34% examples, 683885 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:56,145 : INFO : EPOCH 9 - PROGRESS: at 16.67% examples, 683787 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:57,151 : INFO : EPOCH 9 - PROGRESS: at 17.01% examples, 683695 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:58,158 : INFO : EPOCH 9 - PROGRESS: at 17.31% examples, 683755 words/s, in_qsize 7, out_qsize 0
2020-07-23 16:59:59,168 : INFO : EPOCH 9 - PROGRESS: at 17.64% examples, 683869 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:00,169 : INFO : EPOCH 9 - PROGRESS: at 17.98% examples, 683659 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:00:01,189 : INFO : EPOCH 9 - PROGRESS: at 18.32% examples, 683665 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:02,211 : INFO : EPOCH 9 - PROGRESS: at 18.64% examples, 683740 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:00:03,217 : INFO : EPOCH 9 - PROGRESS: at 18.96% examples, 683867 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:04,218 : INFO : EPOCH 9 - PROGRESS: at 19.29% examples, 683894 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:05,230 : INFO : EPOCH 9 - PROGRESS: at 19.63% examples, 683908 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:06,231 : INFO : EPOCH 9 - PROGRESS: at 19.97% examples, 683783 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:07,232 : INFO : EPOCH 9 - PROGRESS: at 20.29% examples, 683853 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:00:08,237 : INFO : EPOCH 9 - PROGRESS: at 20.64% examples, 683714 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:09,251 : INFO : EPOCH 9 - PROGRESS: at 20.98% examples, 683792 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:10,264 : INFO : EPOCH 9 - PROGRESS: at 21.32% examples, 683727 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:11,264 : INFO : EPOCH 9 - PROGRESS: at 21.65% examples, 683583 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:12,273 : INFO : EPOCH 9 - PROGRESS: at 21.98% examples, 683504 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:13,282 : INFO : EPOCH 9 - PROGRESS: at 22.32% examples, 683501 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:14,287 : INFO : EPOCH 9 - PROGRESS: at 22.63% examples, 683800 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:15,298 : INFO : EPOCH 9 - PROGRESS: at 22.98% examples, 683723 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:00:16,300 : INFO : EPOCH 9 - PROGRESS: at 23.31% examples, 683750 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:17,303 : INFO : EPOCH 9 - PROGRESS: at 23.64% examples, 683870 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:18,310 : INFO : EPOCH 9 - PROGRESS: at 23.99% examples, 683710 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:19,320 : INFO : EPOCH 9 - PROGRESS: at 24.32% examples, 683705 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:20,326 : INFO : EPOCH 9 - PROGRESS: at 24.64% examples, 683785 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:21,326 : INFO : EPOCH 9 - PROGRESS: at 24.96% examples, 683787 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:22,332 : INFO : EPOCH 9 - PROGRESS: at 25.29% examples, 683752 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:23,335 : INFO : EPOCH 9 - PROGRESS: at 25.60% examples, 683502 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:24,353 : INFO : EPOCH 9 - PROGRESS: at 25.91% examples, 683436 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:25,353 : INFO : EPOCH 9 - PROGRESS: at 26.26% examples, 683549 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:26,354 : INFO : EPOCH 9 - PROGRESS: at 26.62% examples, 683387 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:27,358 : INFO : EPOCH 9 - PROGRESS: at 26.97% examples, 683424 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:28,370 : INFO : EPOCH 9 - PROGRESS: at 27.30% examples, 683305 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:29,372 : INFO : EPOCH 9 - PROGRESS: at 27.64% examples, 683297 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:30,372 : INFO : EPOCH 9 - PROGRESS: at 28.01% examples, 683287 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:31,380 : INFO : EPOCH 9 - PROGRESS: at 28.34% examples, 683145 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:32,386 : INFO : EPOCH 9 - PROGRESS: at 28.68% examples, 683143 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:33,389 : INFO : EPOCH 9 - PROGRESS: at 29.04% examples, 683209 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:34,395 : INFO : EPOCH 9 - PROGRESS: at 29.36% examples, 683072 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:35,399 : INFO : EPOCH 9 - PROGRESS: at 29.69% examples, 683044 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:36,409 : INFO : EPOCH 9 - PROGRESS: at 29.98% examples, 683086 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:37,411 : INFO : EPOCH 9 - PROGRESS: at 30.30% examples, 683032 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:38,413 : INFO : EPOCH 9 - PROGRESS: at 30.62% examples, 683129 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:39,415 : INFO : EPOCH 9 - PROGRESS: at 30.97% examples, 683145 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:40,420 : INFO : EPOCH 9 - PROGRESS: at 31.29% examples, 683187 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:41,427 : INFO : EPOCH 9 - PROGRESS: at 31.63% examples, 683071 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:42,428 : INFO : EPOCH 9 - PROGRESS: at 31.94% examples, 683142 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:00:43,446 : INFO : EPOCH 9 - PROGRESS: at 32.24% examples, 683208 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:44,454 : INFO : EPOCH 9 - PROGRESS: at 32.57% examples, 683320 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:45,464 : INFO : EPOCH 9 - PROGRESS: at 32.91% examples, 683317 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:00:46,469 : INFO : EPOCH 9 - PROGRESS: at 33.27% examples, 683304 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:47,483 : INFO : EPOCH 9 - PROGRESS: at 33.59% examples, 683338 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:48,488 : INFO : EPOCH 9 - PROGRESS: at 33.93% examples, 683378 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:49,502 : INFO : EPOCH 9 - PROGRESS: at 34.26% examples, 683451 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:50,502 : INFO : EPOCH 9 - PROGRESS: at 34.59% examples, 683415 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:51,506 : INFO : EPOCH 9 - PROGRESS: at 34.94% examples, 683397 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:52,518 : INFO : EPOCH 9 - PROGRESS: at 35.27% examples, 683347 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:53,521 : INFO : EPOCH 9 - PROGRESS: at 35.60% examples, 683363 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:54,534 : INFO : EPOCH 9 - PROGRESS: at 35.91% examples, 683480 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:55,536 : INFO : EPOCH 9 - PROGRESS: at 36.26% examples, 683552 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:56,545 : INFO : EPOCH 9 - PROGRESS: at 36.57% examples, 683534 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:00:57,550 : INFO : EPOCH 9 - PROGRESS: at 36.87% examples, 683594 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:58,574 : INFO : EPOCH 9 - PROGRESS: at 37.20% examples, 683388 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:00:59,577 : INFO : EPOCH 9 - PROGRESS: at 37.55% examples, 683418 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:00,582 : INFO : EPOCH 9 - PROGRESS: at 37.89% examples, 683229 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:01,597 : INFO : EPOCH 9 - PROGRESS: at 38.20% examples, 683071 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:01:02,599 : INFO : EPOCH 9 - PROGRESS: at 38.48% examples, 682504 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:03,607 : INFO : EPOCH 9 - PROGRESS: at 38.81% examples, 682593 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:04,609 : INFO : EPOCH 9 - PROGRESS: at 39.19% examples, 683151 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:05,613 : INFO : EPOCH 9 - PROGRESS: at 39.54% examples, 683706 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:06,626 : INFO : EPOCH 9 - PROGRESS: at 39.91% examples, 684183 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:07,630 : INFO : EPOCH 9 - PROGRESS: at 40.26% examples, 684803 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:08,637 : INFO : EPOCH 9 - PROGRESS: at 40.63% examples, 685376 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:09,639 : INFO : EPOCH 9 - PROGRESS: at 40.99% examples, 685815 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:10,641 : INFO : EPOCH 9 - PROGRESS: at 41.34% examples, 686286 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:11,649 : INFO : EPOCH 9 - PROGRESS: at 41.68% examples, 686860 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:12,652 : INFO : EPOCH 9 - PROGRESS: at 42.04% examples, 687455 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:13,655 : INFO : EPOCH 9 - PROGRESS: at 42.42% examples, 687949 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:01:14,676 : INFO : EPOCH 9 - PROGRESS: at 42.79% examples, 688380 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:15,681 : INFO : EPOCH 9 - PROGRESS: at 43.15% examples, 688929 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:16,687 : INFO : EPOCH 9 - PROGRESS: at 43.51% examples, 689406 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:17,691 : INFO : EPOCH 9 - PROGRESS: at 43.87% examples, 689804 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:18,701 : INFO : EPOCH 9 - PROGRESS: at 44.24% examples, 690292 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:01:19,717 : INFO : EPOCH 9 - PROGRESS: at 44.61% examples, 690754 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:20,721 : INFO : EPOCH 9 - PROGRESS: at 45.00% examples, 691223 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:21,727 : INFO : EPOCH 9 - PROGRESS: at 45.36% examples, 691682 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:22,729 : INFO : EPOCH 9 - PROGRESS: at 45.71% examples, 692160 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:23,738 : INFO : EPOCH 9 - PROGRESS: at 46.07% examples, 692571 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:24,743 : INFO : EPOCH 9 - PROGRESS: at 46.41% examples, 692927 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:25,766 : INFO : EPOCH 9 - PROGRESS: at 46.79% examples, 693373 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:26,773 : INFO : EPOCH 9 - PROGRESS: at 47.14% examples, 693873 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:27,787 : INFO : EPOCH 9 - PROGRESS: at 47.51% examples, 694309 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:01:28,802 : INFO : EPOCH 9 - PROGRESS: at 47.90% examples, 694723 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:29,813 : INFO : EPOCH 9 - PROGRESS: at 48.27% examples, 695078 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:30,824 : INFO : EPOCH 9 - PROGRESS: at 48.68% examples, 695478 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:31,829 : INFO : EPOCH 9 - PROGRESS: at 49.03% examples, 695815 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:01:32,848 : INFO : EPOCH 9 - PROGRESS: at 49.41% examples, 696211 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:33,871 : INFO : EPOCH 9 - PROGRESS: at 49.77% examples, 696580 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:34,880 : INFO : EPOCH 9 - PROGRESS: at 50.14% examples, 696953 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:35,886 : INFO : EPOCH 9 - PROGRESS: at 50.50% examples, 697366 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:36,890 : INFO : EPOCH 9 - PROGRESS: at 50.88% examples, 697711 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:37,892 : INFO : EPOCH 9 - PROGRESS: at 51.25% examples, 698031 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:38,897 : INFO : EPOCH 9 - PROGRESS: at 51.64% examples, 698314 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:39,898 : INFO : EPOCH 9 - PROGRESS: at 52.00% examples, 698701 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:40,900 : INFO : EPOCH 9 - PROGRESS: at 52.35% examples, 699002 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:41,919 : INFO : EPOCH 9 - PROGRESS: at 52.70% examples, 699319 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:42,933 : INFO : EPOCH 9 - PROGRESS: at 53.08% examples, 699694 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:43,934 : INFO : EPOCH 9 - PROGRESS: at 53.45% examples, 700068 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:44,943 : INFO : EPOCH 9 - PROGRESS: at 53.81% examples, 700455 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:45,948 : INFO : EPOCH 9 - PROGRESS: at 54.15% examples, 700747 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:46,948 : INFO : EPOCH 9 - PROGRESS: at 54.50% examples, 701059 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:47,955 : INFO : EPOCH 9 - PROGRESS: at 54.85% examples, 701398 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:48,960 : INFO : EPOCH 9 - PROGRESS: at 55.22% examples, 701687 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:49,961 : INFO : EPOCH 9 - PROGRESS: at 55.57% examples, 702024 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:50,973 : INFO : EPOCH 9 - PROGRESS: at 55.94% examples, 702273 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:51,979 : INFO : EPOCH 9 - PROGRESS: at 56.31% examples, 702588 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:52,981 : INFO : EPOCH 9 - PROGRESS: at 56.67% examples, 702881 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:53,998 : INFO : EPOCH 9 - PROGRESS: at 57.03% examples, 703136 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:54,999 : INFO : EPOCH 9 - PROGRESS: at 57.39% examples, 703472 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:56,002 : INFO : EPOCH 9 - PROGRESS: at 57.77% examples, 703725 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:01:57,008 : INFO : EPOCH 9 - PROGRESS: at 58.12% examples, 704050 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:58,008 : INFO : EPOCH 9 - PROGRESS: at 58.51% examples, 704322 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:01:59,013 : INFO : EPOCH 9 - PROGRESS: at 58.86% examples, 704566 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:00,014 : INFO : EPOCH 9 - PROGRESS: at 59.25% examples, 704807 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:01,017 : INFO : EPOCH 9 - PROGRESS: at 59.62% examples, 705021 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:02,025 : INFO : EPOCH 9 - PROGRESS: at 60.00% examples, 705089 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:03,037 : INFO : EPOCH 9 - PROGRESS: at 60.33% examples, 704920 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:02:04,040 : INFO : EPOCH 9 - PROGRESS: at 60.66% examples, 704811 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:05,054 : INFO : EPOCH 9 - PROGRESS: at 61.01% examples, 704656 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:06,072 : INFO : EPOCH 9 - PROGRESS: at 61.34% examples, 704454 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:07,074 : INFO : EPOCH 9 - PROGRESS: at 61.68% examples, 704313 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:08,078 : INFO : EPOCH 9 - PROGRESS: at 62.01% examples, 704279 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:09,079 : INFO : EPOCH 9 - PROGRESS: at 62.34% examples, 704165 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:10,093 : INFO : EPOCH 9 - PROGRESS: at 62.67% examples, 704004 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:11,110 : INFO : EPOCH 9 - PROGRESS: at 62.99% examples, 703956 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:12,112 : INFO : EPOCH 9 - PROGRESS: at 63.32% examples, 703914 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:13,118 : INFO : EPOCH 9 - PROGRESS: at 63.64% examples, 703808 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:14,131 : INFO : EPOCH 9 - PROGRESS: at 63.99% examples, 703650 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:02:15,132 : INFO : EPOCH 9 - PROGRESS: at 64.33% examples, 703564 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:16,154 : INFO : EPOCH 9 - PROGRESS: at 64.68% examples, 703393 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:17,166 : INFO : EPOCH 9 - PROGRESS: at 65.03% examples, 703311 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:02:18,175 : INFO : EPOCH 9 - PROGRESS: at 65.36% examples, 703240 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:19,193 : INFO : EPOCH 9 - PROGRESS: at 65.73% examples, 703024 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:20,194 : INFO : EPOCH 9 - PROGRESS: at 66.05% examples, 703004 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:21,204 : INFO : EPOCH 9 - PROGRESS: at 66.39% examples, 702871 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:22,222 : INFO : EPOCH 9 - PROGRESS: at 66.73% examples, 702764 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:23,236 : INFO : EPOCH 9 - PROGRESS: at 67.08% examples, 702685 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:24,244 : INFO : EPOCH 9 - PROGRESS: at 67.42% examples, 702590 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:02:25,253 : INFO : EPOCH 9 - PROGRESS: at 67.78% examples, 702475 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:02:26,257 : INFO : EPOCH 9 - PROGRESS: at 68.12% examples, 702344 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:27,259 : INFO : EPOCH 9 - PROGRESS: at 68.47% examples, 702201 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:28,260 : INFO : EPOCH 9 - PROGRESS: at 68.78% examples, 702130 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:29,262 : INFO : EPOCH 9 - PROGRESS: at 69.10% examples, 702024 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:30,263 : INFO : EPOCH 9 - PROGRESS: at 69.45% examples, 701939 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:02:31,269 : INFO : EPOCH 9 - PROGRESS: at 69.81% examples, 701843 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:32,272 : INFO : EPOCH 9 - PROGRESS: at 70.14% examples, 701675 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:33,288 : INFO : EPOCH 9 - PROGRESS: at 70.49% examples, 701607 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:34,291 : INFO : EPOCH 9 - PROGRESS: at 70.82% examples, 701553 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:02:35,300 : INFO : EPOCH 9 - PROGRESS: at 71.14% examples, 701461 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:36,318 : INFO : EPOCH 9 - PROGRESS: at 71.50% examples, 701355 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:37,323 : INFO : EPOCH 9 - PROGRESS: at 71.84% examples, 701289 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:38,331 : INFO : EPOCH 9 - PROGRESS: at 72.17% examples, 701199 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:39,340 : INFO : EPOCH 9 - PROGRESS: at 72.49% examples, 701096 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:40,343 : INFO : EPOCH 9 - PROGRESS: at 72.83% examples, 701063 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:41,369 : INFO : EPOCH 9 - PROGRESS: at 73.17% examples, 700870 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:42,373 : INFO : EPOCH 9 - PROGRESS: at 73.50% examples, 700789 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:43,380 : INFO : EPOCH 9 - PROGRESS: at 73.82% examples, 700718 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:44,382 : INFO : EPOCH 9 - PROGRESS: at 74.17% examples, 700647 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:45,392 : INFO : EPOCH 9 - PROGRESS: at 74.46% examples, 700569 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:46,409 : INFO : EPOCH 9 - PROGRESS: at 74.80% examples, 700508 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:47,412 : INFO : EPOCH 9 - PROGRESS: at 75.13% examples, 700412 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:48,433 : INFO : EPOCH 9 - PROGRESS: at 75.48% examples, 700332 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:49,439 : INFO : EPOCH 9 - PROGRESS: at 75.84% examples, 700239 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:50,448 : INFO : EPOCH 9 - PROGRESS: at 76.16% examples, 700193 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:51,460 : INFO : EPOCH 9 - PROGRESS: at 76.48% examples, 700142 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:52,464 : INFO : EPOCH 9 - PROGRESS: at 76.81% examples, 700058 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:02:53,478 : INFO : EPOCH 9 - PROGRESS: at 77.14% examples, 699995 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:54,494 : INFO : EPOCH 9 - PROGRESS: at 77.48% examples, 699949 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:55,505 : INFO : EPOCH 9 - PROGRESS: at 77.81% examples, 699883 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:56,509 : INFO : EPOCH 9 - PROGRESS: at 78.15% examples, 699812 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:02:57,514 : INFO : EPOCH 9 - PROGRESS: at 78.46% examples, 699709 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:58,520 : INFO : EPOCH 9 - PROGRESS: at 78.80% examples, 699678 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:02:59,535 : INFO : EPOCH 9 - PROGRESS: at 79.15% examples, 699608 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:00,537 : INFO : EPOCH 9 - PROGRESS: at 79.49% examples, 699526 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:01,551 : INFO : EPOCH 9 - PROGRESS: at 79.82% examples, 699462 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:03:02,569 : INFO : EPOCH 9 - PROGRESS: at 80.15% examples, 699366 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:03,569 : INFO : EPOCH 9 - PROGRESS: at 80.47% examples, 699322 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:04,592 : INFO : EPOCH 9 - PROGRESS: at 80.79% examples, 699253 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:05,602 : INFO : EPOCH 9 - PROGRESS: at 81.13% examples, 699162 words/s, in_qsize 6, out_qsize 2
2020-07-23 17:03:06,613 : INFO : EPOCH 9 - PROGRESS: at 81.45% examples, 699215 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:07,615 : INFO : EPOCH 9 - PROGRESS: at 81.75% examples, 699159 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:03:08,634 : INFO : EPOCH 9 - PROGRESS: at 82.09% examples, 699075 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:09,643 : INFO : EPOCH 9 - PROGRESS: at 82.44% examples, 699059 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:10,651 : INFO : EPOCH 9 - PROGRESS: at 82.77% examples, 698980 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:11,658 : INFO : EPOCH 9 - PROGRESS: at 83.07% examples, 698898 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:12,660 : INFO : EPOCH 9 - PROGRESS: at 83.43% examples, 698859 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:03:13,665 : INFO : EPOCH 9 - PROGRESS: at 83.76% examples, 698796 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:14,676 : INFO : EPOCH 9 - PROGRESS: at 84.11% examples, 698682 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:03:15,679 : INFO : EPOCH 9 - PROGRESS: at 84.45% examples, 698632 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:16,689 : INFO : EPOCH 9 - PROGRESS: at 84.76% examples, 698602 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:17,704 : INFO : EPOCH 9 - PROGRESS: at 85.07% examples, 698526 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:18,712 : INFO : EPOCH 9 - PROGRESS: at 85.39% examples, 698490 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:19,721 : INFO : EPOCH 9 - PROGRESS: at 85.71% examples, 698457 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:20,736 : INFO : EPOCH 9 - PROGRESS: at 86.04% examples, 698404 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:21,742 : INFO : EPOCH 9 - PROGRESS: at 86.37% examples, 698360 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:22,743 : INFO : EPOCH 9 - PROGRESS: at 86.72% examples, 698272 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:23,753 : INFO : EPOCH 9 - PROGRESS: at 87.04% examples, 698163 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:24,760 : INFO : EPOCH 9 - PROGRESS: at 87.40% examples, 698126 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:25,766 : INFO : EPOCH 9 - PROGRESS: at 87.74% examples, 698013 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:26,773 : INFO : EPOCH 9 - PROGRESS: at 88.05% examples, 697936 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:27,788 : INFO : EPOCH 9 - PROGRESS: at 88.40% examples, 697878 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:28,792 : INFO : EPOCH 9 - PROGRESS: at 88.75% examples, 697823 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:03:29,807 : INFO : EPOCH 9 - PROGRESS: at 89.07% examples, 697767 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:30,824 : INFO : EPOCH 9 - PROGRESS: at 89.43% examples, 697683 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:31,824 : INFO : EPOCH 9 - PROGRESS: at 89.76% examples, 697657 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:32,833 : INFO : EPOCH 9 - PROGRESS: at 90.09% examples, 697604 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:33,847 : INFO : EPOCH 9 - PROGRESS: at 90.40% examples, 697529 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:34,856 : INFO : EPOCH 9 - PROGRESS: at 90.75% examples, 697478 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:35,872 : INFO : EPOCH 9 - PROGRESS: at 91.07% examples, 697476 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:36,878 : INFO : EPOCH 9 - PROGRESS: at 91.39% examples, 697480 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:37,897 : INFO : EPOCH 9 - PROGRESS: at 91.74% examples, 697404 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:38,902 : INFO : EPOCH 9 - PROGRESS: at 92.06% examples, 697256 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:39,905 : INFO : EPOCH 9 - PROGRESS: at 92.40% examples, 697251 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:40,921 : INFO : EPOCH 9 - PROGRESS: at 92.74% examples, 697128 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:41,925 : INFO : EPOCH 9 - PROGRESS: at 93.08% examples, 697062 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:42,932 : INFO : EPOCH 9 - PROGRESS: at 93.38% examples, 697002 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:43,938 : INFO : EPOCH 9 - PROGRESS: at 93.72% examples, 696892 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:44,947 : INFO : EPOCH 9 - PROGRESS: at 94.04% examples, 696784 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:45,951 : INFO : EPOCH 9 - PROGRESS: at 94.34% examples, 696641 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:03:46,958 : INFO : EPOCH 9 - PROGRESS: at 94.61% examples, 696365 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:47,963 : INFO : EPOCH 9 - PROGRESS: at 94.99% examples, 696596 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:48,967 : INFO : EPOCH 9 - PROGRESS: at 95.34% examples, 696790 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:49,970 : INFO : EPOCH 9 - PROGRESS: at 95.71% examples, 697007 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:50,983 : INFO : EPOCH 9 - PROGRESS: at 96.07% examples, 697247 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:52,007 : INFO : EPOCH 9 - PROGRESS: at 96.42% examples, 697430 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:53,008 : INFO : EPOCH 9 - PROGRESS: at 96.82% examples, 697633 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:54,015 : INFO : EPOCH 9 - PROGRESS: at 97.22% examples, 697824 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:55,025 : INFO : EPOCH 9 - PROGRESS: at 97.60% examples, 698000 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:56,028 : INFO : EPOCH 9 - PROGRESS: at 97.97% examples, 698161 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:57,030 : INFO : EPOCH 9 - PROGRESS: at 98.37% examples, 698345 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:58,035 : INFO : EPOCH 9 - PROGRESS: at 98.72% examples, 698571 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:03:59,061 : INFO : EPOCH 9 - PROGRESS: at 99.09% examples, 698717 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:00,066 : INFO : EPOCH 9 - PROGRESS: at 99.46% examples, 698862 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:01,066 : INFO : EPOCH 9 - PROGRESS: at 99.82% examples, 699056 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:01,516 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 17:04:01,521 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 17:04:01,528 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 17:04:01,545 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 17:04:01,546 : INFO : EPOCH - 9 : training on 266061151 raw words (206826893 effective words) took 295.8s, 699128 effective words/s
2020-07-23 17:04:02,551 : INFO : EPOCH 10 - PROGRESS: at 0.38% examples, 726579 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:03,565 : INFO : EPOCH 10 - PROGRESS: at 0.74% examples, 734569 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:04,568 : INFO : EPOCH 10 - PROGRESS: at 1.09% examples, 744400 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:05,579 : INFO : EPOCH 10 - PROGRESS: at 1.45% examples, 745422 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:04:06,581 : INFO : EPOCH 10 - PROGRESS: at 1.82% examples, 745520 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:07,593 : INFO : EPOCH 10 - PROGRESS: at 2.18% examples, 744996 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:08,597 : INFO : EPOCH 10 - PROGRESS: at 2.53% examples, 746810 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:09,601 : INFO : EPOCH 10 - PROGRESS: at 2.89% examples, 745841 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:10,608 : INFO : EPOCH 10 - PROGRESS: at 3.24% examples, 746656 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:11,608 : INFO : EPOCH 10 - PROGRESS: at 3.59% examples, 746391 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:12,620 : INFO : EPOCH 10 - PROGRESS: at 3.97% examples, 746961 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:13,622 : INFO : EPOCH 10 - PROGRESS: at 4.31% examples, 747208 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:14,641 : INFO : EPOCH 10 - PROGRESS: at 4.68% examples, 747143 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:04:15,643 : INFO : EPOCH 10 - PROGRESS: at 5.03% examples, 747058 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:16,658 : INFO : EPOCH 10 - PROGRESS: at 5.37% examples, 747143 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:17,665 : INFO : EPOCH 10 - PROGRESS: at 5.76% examples, 748052 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:18,672 : INFO : EPOCH 10 - PROGRESS: at 6.12% examples, 747566 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:19,686 : INFO : EPOCH 10 - PROGRESS: at 6.47% examples, 747940 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:04:20,691 : INFO : EPOCH 10 - PROGRESS: at 6.83% examples, 748524 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:21,703 : INFO : EPOCH 10 - PROGRESS: at 7.20% examples, 748087 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:22,709 : INFO : EPOCH 10 - PROGRESS: at 7.58% examples, 747974 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:23,717 : INFO : EPOCH 10 - PROGRESS: at 7.92% examples, 747849 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:24,717 : INFO : EPOCH 10 - PROGRESS: at 8.28% examples, 748182 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:25,718 : INFO : EPOCH 10 - PROGRESS: at 8.64% examples, 748464 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:26,720 : INFO : EPOCH 10 - PROGRESS: at 8.99% examples, 748552 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:04:27,733 : INFO : EPOCH 10 - PROGRESS: at 9.37% examples, 748400 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:28,746 : INFO : EPOCH 10 - PROGRESS: at 9.72% examples, 748619 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:29,751 : INFO : EPOCH 10 - PROGRESS: at 10.09% examples, 748955 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:30,753 : INFO : EPOCH 10 - PROGRESS: at 10.47% examples, 748755 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:31,760 : INFO : EPOCH 10 - PROGRESS: at 10.83% examples, 748786 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:32,760 : INFO : EPOCH 10 - PROGRESS: at 11.18% examples, 749010 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:33,765 : INFO : EPOCH 10 - PROGRESS: at 11.53% examples, 748871 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:34,765 : INFO : EPOCH 10 - PROGRESS: at 11.90% examples, 748821 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:35,773 : INFO : EPOCH 10 - PROGRESS: at 12.28% examples, 748434 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:36,775 : INFO : EPOCH 10 - PROGRESS: at 12.62% examples, 748722 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:37,780 : INFO : EPOCH 10 - PROGRESS: at 13.01% examples, 748393 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:38,792 : INFO : EPOCH 10 - PROGRESS: at 13.40% examples, 748077 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:39,794 : INFO : EPOCH 10 - PROGRESS: at 13.75% examples, 748167 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:40,795 : INFO : EPOCH 10 - PROGRESS: at 14.11% examples, 748004 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:41,797 : INFO : EPOCH 10 - PROGRESS: at 14.48% examples, 748199 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:42,815 : INFO : EPOCH 10 - PROGRESS: at 14.87% examples, 748125 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:43,820 : INFO : EPOCH 10 - PROGRESS: at 15.24% examples, 747861 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:44,823 : INFO : EPOCH 10 - PROGRESS: at 15.62% examples, 748114 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:45,828 : INFO : EPOCH 10 - PROGRESS: at 16.00% examples, 747920 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:46,830 : INFO : EPOCH 10 - PROGRESS: at 16.37% examples, 747788 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:47,837 : INFO : EPOCH 10 - PROGRESS: at 16.72% examples, 747544 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:48,855 : INFO : EPOCH 10 - PROGRESS: at 17.10% examples, 747589 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:49,867 : INFO : EPOCH 10 - PROGRESS: at 17.45% examples, 747575 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:50,885 : INFO : EPOCH 10 - PROGRESS: at 17.81% examples, 747679 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:51,887 : INFO : EPOCH 10 - PROGRESS: at 18.18% examples, 747829 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:52,894 : INFO : EPOCH 10 - PROGRESS: at 18.53% examples, 747871 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:04:53,897 : INFO : EPOCH 10 - PROGRESS: at 18.89% examples, 747918 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:54,897 : INFO : EPOCH 10 - PROGRESS: at 19.24% examples, 747960 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:55,898 : INFO : EPOCH 10 - PROGRESS: at 19.61% examples, 747882 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:56,901 : INFO : EPOCH 10 - PROGRESS: at 19.98% examples, 748030 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:57,903 : INFO : EPOCH 10 - PROGRESS: at 20.33% examples, 747844 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:04:58,907 : INFO : EPOCH 10 - PROGRESS: at 20.70% examples, 747838 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:04:59,922 : INFO : EPOCH 10 - PROGRESS: at 21.07% examples, 747745 words/s, in_qsize 8, out_qsize 1
2020-07-23 17:05:00,925 : INFO : EPOCH 10 - PROGRESS: at 21.44% examples, 747890 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:01,925 : INFO : EPOCH 10 - PROGRESS: at 21.80% examples, 747930 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:02,927 : INFO : EPOCH 10 - PROGRESS: at 22.18% examples, 747863 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:03,949 : INFO : EPOCH 10 - PROGRESS: at 22.53% examples, 748001 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:04,954 : INFO : EPOCH 10 - PROGRESS: at 22.90% examples, 748123 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:05,958 : INFO : EPOCH 10 - PROGRESS: at 23.26% examples, 748124 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:06,960 : INFO : EPOCH 10 - PROGRESS: at 23.63% examples, 748182 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:07,960 : INFO : EPOCH 10 - PROGRESS: at 24.02% examples, 748207 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:08,970 : INFO : EPOCH 10 - PROGRESS: at 24.37% examples, 748217 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:09,972 : INFO : EPOCH 10 - PROGRESS: at 24.72% examples, 748340 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:05:10,972 : INFO : EPOCH 10 - PROGRESS: at 25.06% examples, 748271 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:11,978 : INFO : EPOCH 10 - PROGRESS: at 25.43% examples, 748260 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:12,980 : INFO : EPOCH 10 - PROGRESS: at 25.79% examples, 748497 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:13,984 : INFO : EPOCH 10 - PROGRESS: at 26.15% examples, 748362 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:14,992 : INFO : EPOCH 10 - PROGRESS: at 26.54% examples, 748367 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:15,992 : INFO : EPOCH 10 - PROGRESS: at 26.90% examples, 747595 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:16,995 : INFO : EPOCH 10 - PROGRESS: at 27.23% examples, 746773 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:18,004 : INFO : EPOCH 10 - PROGRESS: at 27.57% examples, 745976 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:05:19,005 : INFO : EPOCH 10 - PROGRESS: at 27.93% examples, 745145 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:05:20,012 : INFO : EPOCH 10 - PROGRESS: at 28.28% examples, 744308 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:05:21,014 : INFO : EPOCH 10 - PROGRESS: at 28.60% examples, 743411 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:22,024 : INFO : EPOCH 10 - PROGRESS: at 28.96% examples, 742634 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:23,026 : INFO : EPOCH 10 - PROGRESS: at 29.30% examples, 741912 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:24,029 : INFO : EPOCH 10 - PROGRESS: at 29.63% examples, 740958 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:05:25,041 : INFO : EPOCH 10 - PROGRESS: at 29.93% examples, 740334 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:26,044 : INFO : EPOCH 10 - PROGRESS: at 30.24% examples, 739742 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:05:27,047 : INFO : EPOCH 10 - PROGRESS: at 30.55% examples, 739244 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:05:28,055 : INFO : EPOCH 10 - PROGRESS: at 30.89% examples, 738438 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:05:29,075 : INFO : EPOCH 10 - PROGRESS: at 31.24% examples, 737697 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:30,080 : INFO : EPOCH 10 - PROGRESS: at 31.58% examples, 737148 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:31,080 : INFO : EPOCH 10 - PROGRESS: at 31.89% examples, 736521 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:32,086 : INFO : EPOCH 10 - PROGRESS: at 32.18% examples, 736003 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:33,092 : INFO : EPOCH 10 - PROGRESS: at 32.51% examples, 735500 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:34,097 : INFO : EPOCH 10 - PROGRESS: at 32.84% examples, 734883 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:35,100 : INFO : EPOCH 10 - PROGRESS: at 33.19% examples, 734395 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:36,104 : INFO : EPOCH 10 - PROGRESS: at 33.51% examples, 733890 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:37,105 : INFO : EPOCH 10 - PROGRESS: at 33.85% examples, 733216 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:05:38,105 : INFO : EPOCH 10 - PROGRESS: at 34.18% examples, 732793 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:39,124 : INFO : EPOCH 10 - PROGRESS: at 34.51% examples, 732191 words/s, in_qsize 8, out_qsize 1
2020-07-23 17:05:40,149 : INFO : EPOCH 10 - PROGRESS: at 34.85% examples, 731656 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:41,159 : INFO : EPOCH 10 - PROGRESS: at 35.18% examples, 731169 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:42,165 : INFO : EPOCH 10 - PROGRESS: at 35.53% examples, 730694 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:43,175 : INFO : EPOCH 10 - PROGRESS: at 35.84% examples, 730239 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:44,191 : INFO : EPOCH 10 - PROGRESS: at 36.17% examples, 729768 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:45,199 : INFO : EPOCH 10 - PROGRESS: at 36.49% examples, 729400 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:46,209 : INFO : EPOCH 10 - PROGRESS: at 36.80% examples, 728909 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:47,210 : INFO : EPOCH 10 - PROGRESS: at 37.13% examples, 728497 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:48,213 : INFO : EPOCH 10 - PROGRESS: at 37.47% examples, 728045 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:49,229 : INFO : EPOCH 10 - PROGRESS: at 37.82% examples, 727578 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:50,232 : INFO : EPOCH 10 - PROGRESS: at 38.15% examples, 727319 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:05:51,234 : INFO : EPOCH 10 - PROGRESS: at 38.46% examples, 726919 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:52,245 : INFO : EPOCH 10 - PROGRESS: at 38.79% examples, 726566 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:53,258 : INFO : EPOCH 10 - PROGRESS: at 39.14% examples, 726127 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:54,261 : INFO : EPOCH 10 - PROGRESS: at 39.46% examples, 725774 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:55,262 : INFO : EPOCH 10 - PROGRESS: at 39.79% examples, 725272 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:56,276 : INFO : EPOCH 10 - PROGRESS: at 40.11% examples, 724916 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:57,287 : INFO : EPOCH 10 - PROGRESS: at 40.44% examples, 724570 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:58,302 : INFO : EPOCH 10 - PROGRESS: at 40.77% examples, 724134 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:05:59,308 : INFO : EPOCH 10 - PROGRESS: at 41.10% examples, 723765 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:00,336 : INFO : EPOCH 10 - PROGRESS: at 41.42% examples, 723359 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:01,342 : INFO : EPOCH 10 - PROGRESS: at 41.74% examples, 723053 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:02,344 : INFO : EPOCH 10 - PROGRESS: at 42.06% examples, 722836 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:03,364 : INFO : EPOCH 10 - PROGRESS: at 42.42% examples, 722421 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:06:04,372 : INFO : EPOCH 10 - PROGRESS: at 42.75% examples, 722122 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:06:05,375 : INFO : EPOCH 10 - PROGRESS: at 43.07% examples, 721828 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:06,380 : INFO : EPOCH 10 - PROGRESS: at 43.40% examples, 721528 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:07,384 : INFO : EPOCH 10 - PROGRESS: at 43.72% examples, 721186 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:06:08,389 : INFO : EPOCH 10 - PROGRESS: at 44.05% examples, 720913 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:09,392 : INFO : EPOCH 10 - PROGRESS: at 44.40% examples, 720567 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:10,410 : INFO : EPOCH 10 - PROGRESS: at 44.74% examples, 720216 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:11,413 : INFO : EPOCH 10 - PROGRESS: at 45.08% examples, 719910 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:12,426 : INFO : EPOCH 10 - PROGRESS: at 45.41% examples, 719579 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:13,446 : INFO : EPOCH 10 - PROGRESS: at 45.74% examples, 719359 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:14,450 : INFO : EPOCH 10 - PROGRESS: at 46.06% examples, 719019 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:06:15,451 : INFO : EPOCH 10 - PROGRESS: at 46.38% examples, 718836 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:16,459 : INFO : EPOCH 10 - PROGRESS: at 46.72% examples, 718649 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:17,460 : INFO : EPOCH 10 - PROGRESS: at 47.02% examples, 718412 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:06:18,467 : INFO : EPOCH 10 - PROGRESS: at 47.35% examples, 718044 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:19,470 : INFO : EPOCH 10 - PROGRESS: at 47.66% examples, 717666 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:20,480 : INFO : EPOCH 10 - PROGRESS: at 48.02% examples, 717201 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:21,491 : INFO : EPOCH 10 - PROGRESS: at 48.33% examples, 716375 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:22,492 : INFO : EPOCH 10 - PROGRESS: at 48.70% examples, 716257 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:23,493 : INFO : EPOCH 10 - PROGRESS: at 49.05% examples, 716497 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:24,495 : INFO : EPOCH 10 - PROGRESS: at 49.42% examples, 716710 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:25,498 : INFO : EPOCH 10 - PROGRESS: at 49.77% examples, 716945 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:26,520 : INFO : EPOCH 10 - PROGRESS: at 50.14% examples, 717149 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:27,522 : INFO : EPOCH 10 - PROGRESS: at 50.50% examples, 717381 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:28,522 : INFO : EPOCH 10 - PROGRESS: at 50.88% examples, 717664 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:29,522 : INFO : EPOCH 10 - PROGRESS: at 51.25% examples, 717821 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:30,540 : INFO : EPOCH 10 - PROGRESS: at 51.64% examples, 717980 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:31,563 : INFO : EPOCH 10 - PROGRESS: at 52.00% examples, 718182 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:32,567 : INFO : EPOCH 10 - PROGRESS: at 52.36% examples, 718425 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:33,575 : INFO : EPOCH 10 - PROGRESS: at 52.71% examples, 718646 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:34,584 : INFO : EPOCH 10 - PROGRESS: at 53.09% examples, 718818 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:35,602 : INFO : EPOCH 10 - PROGRESS: at 53.45% examples, 719007 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:36,610 : INFO : EPOCH 10 - PROGRESS: at 53.80% examples, 719232 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:37,619 : INFO : EPOCH 10 - PROGRESS: at 54.15% examples, 719440 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:38,619 : INFO : EPOCH 10 - PROGRESS: at 54.51% examples, 719692 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:39,624 : INFO : EPOCH 10 - PROGRESS: at 54.85% examples, 719881 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:40,630 : INFO : EPOCH 10 - PROGRESS: at 55.22% examples, 720063 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:41,632 : INFO : EPOCH 10 - PROGRESS: at 55.57% examples, 720285 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:42,643 : INFO : EPOCH 10 - PROGRESS: at 55.94% examples, 720440 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:43,650 : INFO : EPOCH 10 - PROGRESS: at 56.31% examples, 720647 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:44,656 : INFO : EPOCH 10 - PROGRESS: at 56.67% examples, 720819 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:45,665 : INFO : EPOCH 10 - PROGRESS: at 57.03% examples, 721001 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:46,666 : INFO : EPOCH 10 - PROGRESS: at 57.38% examples, 721192 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:47,680 : INFO : EPOCH 10 - PROGRESS: at 57.77% examples, 721346 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:06:48,686 : INFO : EPOCH 10 - PROGRESS: at 58.12% examples, 721568 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:49,687 : INFO : EPOCH 10 - PROGRESS: at 58.51% examples, 721742 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:06:50,689 : INFO : EPOCH 10 - PROGRESS: at 58.86% examples, 721879 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:51,690 : INFO : EPOCH 10 - PROGRESS: at 59.25% examples, 722014 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:52,694 : INFO : EPOCH 10 - PROGRESS: at 59.62% examples, 722169 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:53,696 : INFO : EPOCH 10 - PROGRESS: at 60.01% examples, 722345 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:54,707 : INFO : EPOCH 10 - PROGRESS: at 60.38% examples, 722453 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:06:55,707 : INFO : EPOCH 10 - PROGRESS: at 60.73% examples, 722600 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:56,709 : INFO : EPOCH 10 - PROGRESS: at 61.11% examples, 722685 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:06:57,712 : INFO : EPOCH 10 - PROGRESS: at 61.48% examples, 722830 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:58,713 : INFO : EPOCH 10 - PROGRESS: at 61.84% examples, 723020 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:06:59,725 : INFO : EPOCH 10 - PROGRESS: at 62.20% examples, 723157 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:00,734 : INFO : EPOCH 10 - PROGRESS: at 62.59% examples, 723239 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:01,758 : INFO : EPOCH 10 - PROGRESS: at 62.92% examples, 723338 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:07:02,762 : INFO : EPOCH 10 - PROGRESS: at 63.27% examples, 723562 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:03,769 : INFO : EPOCH 10 - PROGRESS: at 63.63% examples, 723724 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:07:04,773 : INFO : EPOCH 10 - PROGRESS: at 64.01% examples, 723796 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:05,776 : INFO : EPOCH 10 - PROGRESS: at 64.38% examples, 723927 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:06,776 : INFO : EPOCH 10 - PROGRESS: at 64.76% examples, 724001 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:07,779 : INFO : EPOCH 10 - PROGRESS: at 65.13% examples, 724074 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:08,789 : INFO : EPOCH 10 - PROGRESS: at 65.50% examples, 724211 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:09,802 : INFO : EPOCH 10 - PROGRESS: at 65.89% examples, 724342 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:10,815 : INFO : EPOCH 10 - PROGRESS: at 66.24% examples, 724510 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:11,822 : INFO : EPOCH 10 - PROGRESS: at 66.61% examples, 724642 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:12,828 : INFO : EPOCH 10 - PROGRESS: at 67.00% examples, 724746 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:13,836 : INFO : EPOCH 10 - PROGRESS: at 67.38% examples, 724854 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:14,841 : INFO : EPOCH 10 - PROGRESS: at 67.76% examples, 725007 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:15,850 : INFO : EPOCH 10 - PROGRESS: at 68.14% examples, 725126 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:16,851 : INFO : EPOCH 10 - PROGRESS: at 68.52% examples, 725259 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:17,863 : INFO : EPOCH 10 - PROGRESS: at 68.88% examples, 725396 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:18,864 : INFO : EPOCH 10 - PROGRESS: at 69.24% examples, 725522 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:19,866 : INFO : EPOCH 10 - PROGRESS: at 69.61% examples, 725651 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:20,873 : INFO : EPOCH 10 - PROGRESS: at 70.00% examples, 725792 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:21,874 : INFO : EPOCH 10 - PROGRESS: at 70.38% examples, 725881 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:22,885 : INFO : EPOCH 10 - PROGRESS: at 70.74% examples, 726000 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:23,900 : INFO : EPOCH 10 - PROGRESS: at 71.10% examples, 726109 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:24,909 : INFO : EPOCH 10 - PROGRESS: at 71.48% examples, 726187 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:25,909 : INFO : EPOCH 10 - PROGRESS: at 71.85% examples, 726351 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:26,922 : INFO : EPOCH 10 - PROGRESS: at 72.21% examples, 726443 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:07:27,923 : INFO : EPOCH 10 - PROGRESS: at 72.57% examples, 726539 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:28,943 : INFO : EPOCH 10 - PROGRESS: at 72.93% examples, 726593 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:07:29,948 : INFO : EPOCH 10 - PROGRESS: at 73.32% examples, 726726 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:30,953 : INFO : EPOCH 10 - PROGRESS: at 73.67% examples, 726803 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:31,957 : INFO : EPOCH 10 - PROGRESS: at 74.03% examples, 726889 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:32,965 : INFO : EPOCH 10 - PROGRESS: at 74.39% examples, 727038 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:33,968 : INFO : EPOCH 10 - PROGRESS: at 74.74% examples, 727162 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:34,968 : INFO : EPOCH 10 - PROGRESS: at 75.11% examples, 727230 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:07:35,984 : INFO : EPOCH 10 - PROGRESS: at 75.47% examples, 727274 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:36,995 : INFO : EPOCH 10 - PROGRESS: at 75.86% examples, 727346 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:38,013 : INFO : EPOCH 10 - PROGRESS: at 76.21% examples, 727453 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:39,015 : INFO : EPOCH 10 - PROGRESS: at 76.57% examples, 727620 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:40,016 : INFO : EPOCH 10 - PROGRESS: at 76.93% examples, 727709 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:41,024 : INFO : EPOCH 10 - PROGRESS: at 77.29% examples, 727812 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:42,025 : INFO : EPOCH 10 - PROGRESS: at 77.64% examples, 727927 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:43,027 : INFO : EPOCH 10 - PROGRESS: at 78.02% examples, 728086 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:44,039 : INFO : EPOCH 10 - PROGRESS: at 78.36% examples, 728101 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:45,040 : INFO : EPOCH 10 - PROGRESS: at 78.73% examples, 728224 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:07:46,041 : INFO : EPOCH 10 - PROGRESS: at 79.11% examples, 728364 words/s, in_qsize 8, out_qsize 1
2020-07-23 17:07:47,053 : INFO : EPOCH 10 - PROGRESS: at 79.48% examples, 728403 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:48,057 : INFO : EPOCH 10 - PROGRESS: at 79.84% examples, 728545 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:49,061 : INFO : EPOCH 10 - PROGRESS: at 80.20% examples, 728595 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:50,080 : INFO : EPOCH 10 - PROGRESS: at 80.56% examples, 728666 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:51,101 : INFO : EPOCH 10 - PROGRESS: at 80.91% examples, 728783 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:07:52,110 : INFO : EPOCH 10 - PROGRESS: at 81.27% examples, 728905 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:07:53,110 : INFO : EPOCH 10 - PROGRESS: at 81.60% examples, 728972 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:54,111 : INFO : EPOCH 10 - PROGRESS: at 81.96% examples, 729035 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:55,118 : INFO : EPOCH 10 - PROGRESS: at 82.33% examples, 729083 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:56,139 : INFO : EPOCH 10 - PROGRESS: at 82.67% examples, 728852 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:57,143 : INFO : EPOCH 10 - PROGRESS: at 82.99% examples, 728714 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:58,145 : INFO : EPOCH 10 - PROGRESS: at 83.32% examples, 728508 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:07:59,171 : INFO : EPOCH 10 - PROGRESS: at 83.66% examples, 728315 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:00,175 : INFO : EPOCH 10 - PROGRESS: at 84.02% examples, 728079 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:01,183 : INFO : EPOCH 10 - PROGRESS: at 84.36% examples, 727902 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:02,205 : INFO : EPOCH 10 - PROGRESS: at 84.68% examples, 727694 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:03,205 : INFO : EPOCH 10 - PROGRESS: at 84.98% examples, 727519 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:08:04,207 : INFO : EPOCH 10 - PROGRESS: at 85.30% examples, 727372 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:08:05,208 : INFO : EPOCH 10 - PROGRESS: at 85.61% examples, 727195 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:06,224 : INFO : EPOCH 10 - PROGRESS: at 85.93% examples, 727001 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:07,233 : INFO : EPOCH 10 - PROGRESS: at 86.27% examples, 726828 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:08,237 : INFO : EPOCH 10 - PROGRESS: at 86.61% examples, 726637 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:09,242 : INFO : EPOCH 10 - PROGRESS: at 86.94% examples, 726446 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:10,243 : INFO : EPOCH 10 - PROGRESS: at 87.28% examples, 726252 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:08:11,251 : INFO : EPOCH 10 - PROGRESS: at 87.62% examples, 726047 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:12,257 : INFO : EPOCH 10 - PROGRESS: at 87.95% examples, 725857 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:13,264 : INFO : EPOCH 10 - PROGRESS: at 88.29% examples, 725668 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:14,268 : INFO : EPOCH 10 - PROGRESS: at 88.64% examples, 725499 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:15,290 : INFO : EPOCH 10 - PROGRESS: at 88.98% examples, 725280 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:16,315 : INFO : EPOCH 10 - PROGRESS: at 89.33% examples, 725094 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:17,322 : INFO : EPOCH 10 - PROGRESS: at 89.65% examples, 724970 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:08:18,323 : INFO : EPOCH 10 - PROGRESS: at 89.99% examples, 724782 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:19,328 : INFO : EPOCH 10 - PROGRESS: at 90.29% examples, 724652 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:08:20,330 : INFO : EPOCH 10 - PROGRESS: at 90.64% examples, 724488 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:21,336 : INFO : EPOCH 10 - PROGRESS: at 90.95% examples, 724329 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:22,354 : INFO : EPOCH 10 - PROGRESS: at 91.28% examples, 724194 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:23,361 : INFO : EPOCH 10 - PROGRESS: at 91.62% examples, 724027 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:24,369 : INFO : EPOCH 10 - PROGRESS: at 91.95% examples, 723852 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:25,395 : INFO : EPOCH 10 - PROGRESS: at 92.29% examples, 723692 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:26,395 : INFO : EPOCH 10 - PROGRESS: at 92.65% examples, 723576 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:27,404 : INFO : EPOCH 10 - PROGRESS: at 92.97% examples, 723397 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:28,410 : INFO : EPOCH 10 - PROGRESS: at 93.28% examples, 723218 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:29,433 : INFO : EPOCH 10 - PROGRESS: at 93.63% examples, 723034 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:30,438 : INFO : EPOCH 10 - PROGRESS: at 93.96% examples, 722896 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:31,450 : INFO : EPOCH 10 - PROGRESS: at 94.27% examples, 722767 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:32,450 : INFO : EPOCH 10 - PROGRESS: at 94.58% examples, 722600 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:08:33,454 : INFO : EPOCH 10 - PROGRESS: at 94.92% examples, 722431 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:34,472 : INFO : EPOCH 10 - PROGRESS: at 95.26% examples, 722308 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:35,489 : INFO : EPOCH 10 - PROGRESS: at 95.57% examples, 722190 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:36,496 : INFO : EPOCH 10 - PROGRESS: at 95.91% examples, 722064 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:37,497 : INFO : EPOCH 10 - PROGRESS: at 96.20% examples, 721938 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:08:38,497 : INFO : EPOCH 10 - PROGRESS: at 96.55% examples, 721786 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:39,498 : INFO : EPOCH 10 - PROGRESS: at 96.92% examples, 721649 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:40,501 : INFO : EPOCH 10 - PROGRESS: at 97.26% examples, 721448 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:41,503 : INFO : EPOCH 10 - PROGRESS: at 97.61% examples, 721342 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:42,509 : INFO : EPOCH 10 - PROGRESS: at 97.94% examples, 721190 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:43,510 : INFO : EPOCH 10 - PROGRESS: at 98.30% examples, 721029 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:44,516 : INFO : EPOCH 10 - PROGRESS: at 98.63% examples, 720890 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:45,528 : INFO : EPOCH 10 - PROGRESS: at 98.97% examples, 720756 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:46,544 : INFO : EPOCH 10 - PROGRESS: at 99.30% examples, 720622 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:47,552 : INFO : EPOCH 10 - PROGRESS: at 99.61% examples, 720468 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:48,569 : INFO : EPOCH 10 - PROGRESS: at 99.97% examples, 720308 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:48,645 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 17:08:48,653 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 17:08:48,656 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 17:08:48,668 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 17:08:48,669 : INFO : EPOCH - 10 : training on 266061151 raw words (206813352 effective words) took 287.1s, 720309 effective words/s
2020-07-23 17:08:49,676 : INFO : EPOCH 11 - PROGRESS: at 0.35% examples, 663299 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:50,676 : INFO : EPOCH 11 - PROGRESS: at 0.70% examples, 677367 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:51,679 : INFO : EPOCH 11 - PROGRESS: at 1.01% examples, 677451 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:52,683 : INFO : EPOCH 11 - PROGRESS: at 1.32% examples, 683308 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:53,692 : INFO : EPOCH 11 - PROGRESS: at 1.66% examples, 681759 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:54,697 : INFO : EPOCH 11 - PROGRESS: at 2.00% examples, 682439 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:55,703 : INFO : EPOCH 11 - PROGRESS: at 2.31% examples, 682498 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:56,709 : INFO : EPOCH 11 - PROGRESS: at 2.64% examples, 683470 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:57,712 : INFO : EPOCH 11 - PROGRESS: at 2.97% examples, 682461 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:58,724 : INFO : EPOCH 11 - PROGRESS: at 3.27% examples, 679386 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:08:59,738 : INFO : EPOCH 11 - PROGRESS: at 3.59% examples, 678373 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:00,751 : INFO : EPOCH 11 - PROGRESS: at 3.92% examples, 674101 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:01,758 : INFO : EPOCH 11 - PROGRESS: at 4.19% examples, 669961 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:02,763 : INFO : EPOCH 11 - PROGRESS: at 4.51% examples, 671369 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:03,771 : INFO : EPOCH 11 - PROGRESS: at 4.83% examples, 671211 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:04,778 : INFO : EPOCH 11 - PROGRESS: at 5.17% examples, 671701 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:05,790 : INFO : EPOCH 11 - PROGRESS: at 5.48% examples, 672715 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:06,791 : INFO : EPOCH 11 - PROGRESS: at 5.84% examples, 673402 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:07,810 : INFO : EPOCH 11 - PROGRESS: at 6.16% examples, 673683 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:08,813 : INFO : EPOCH 11 - PROGRESS: at 6.49% examples, 674807 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:09:09,817 : INFO : EPOCH 11 - PROGRESS: at 6.80% examples, 674898 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:10,829 : INFO : EPOCH 11 - PROGRESS: at 7.14% examples, 675166 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:11,830 : INFO : EPOCH 11 - PROGRESS: at 7.48% examples, 675331 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:12,832 : INFO : EPOCH 11 - PROGRESS: at 7.81% examples, 675390 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:09:13,834 : INFO : EPOCH 11 - PROGRESS: at 8.12% examples, 676321 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:14,841 : INFO : EPOCH 11 - PROGRESS: at 8.44% examples, 676736 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:15,844 : INFO : EPOCH 11 - PROGRESS: at 8.80% examples, 677100 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:16,846 : INFO : EPOCH 11 - PROGRESS: at 9.10% examples, 677158 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:17,867 : INFO : EPOCH 11 - PROGRESS: at 9.46% examples, 677139 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:18,875 : INFO : EPOCH 11 - PROGRESS: at 9.76% examples, 677946 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:19,880 : INFO : EPOCH 11 - PROGRESS: at 10.10% examples, 677707 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:20,890 : INFO : EPOCH 11 - PROGRESS: at 10.46% examples, 677988 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:21,904 : INFO : EPOCH 11 - PROGRESS: at 10.78% examples, 678038 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:22,907 : INFO : EPOCH 11 - PROGRESS: at 11.11% examples, 678161 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:23,912 : INFO : EPOCH 11 - PROGRESS: at 11.44% examples, 678255 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:24,934 : INFO : EPOCH 11 - PROGRESS: at 11.76% examples, 678563 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:25,955 : INFO : EPOCH 11 - PROGRESS: at 12.12% examples, 678593 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:26,959 : INFO : EPOCH 11 - PROGRESS: at 12.45% examples, 678663 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:27,969 : INFO : EPOCH 11 - PROGRESS: at 12.79% examples, 678670 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:28,990 : INFO : EPOCH 11 - PROGRESS: at 13.13% examples, 678573 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:29,993 : INFO : EPOCH 11 - PROGRESS: at 13.48% examples, 678760 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:31,016 : INFO : EPOCH 11 - PROGRESS: at 13.81% examples, 678698 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:32,017 : INFO : EPOCH 11 - PROGRESS: at 14.15% examples, 679149 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:33,031 : INFO : EPOCH 11 - PROGRESS: at 14.48% examples, 679024 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:34,037 : INFO : EPOCH 11 - PROGRESS: at 14.85% examples, 679219 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:35,043 : INFO : EPOCH 11 - PROGRESS: at 15.18% examples, 679174 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:36,050 : INFO : EPOCH 11 - PROGRESS: at 15.52% examples, 679179 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:37,052 : INFO : EPOCH 11 - PROGRESS: at 15.87% examples, 679142 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:38,054 : INFO : EPOCH 11 - PROGRESS: at 16.20% examples, 679154 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:39,063 : INFO : EPOCH 11 - PROGRESS: at 16.55% examples, 679308 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:40,070 : INFO : EPOCH 11 - PROGRESS: at 16.88% examples, 679120 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:41,073 : INFO : EPOCH 11 - PROGRESS: at 17.19% examples, 679492 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:09:42,077 : INFO : EPOCH 11 - PROGRESS: at 17.53% examples, 679710 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:43,082 : INFO : EPOCH 11 - PROGRESS: at 17.85% examples, 679858 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:09:44,091 : INFO : EPOCH 11 - PROGRESS: at 18.20% examples, 679936 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:45,091 : INFO : EPOCH 11 - PROGRESS: at 18.52% examples, 680065 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:46,107 : INFO : EPOCH 11 - PROGRESS: at 18.85% examples, 680089 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:47,109 : INFO : EPOCH 11 - PROGRESS: at 19.16% examples, 680102 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:48,112 : INFO : EPOCH 11 - PROGRESS: at 19.50% examples, 680120 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:49,117 : INFO : EPOCH 11 - PROGRESS: at 19.83% examples, 680352 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:50,121 : INFO : EPOCH 11 - PROGRESS: at 20.17% examples, 680041 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:51,128 : INFO : EPOCH 11 - PROGRESS: at 20.49% examples, 680246 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:52,143 : INFO : EPOCH 11 - PROGRESS: at 20.84% examples, 680141 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:53,146 : INFO : EPOCH 11 - PROGRESS: at 21.18% examples, 680117 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:54,183 : INFO : EPOCH 11 - PROGRESS: at 21.52% examples, 680165 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:55,187 : INFO : EPOCH 11 - PROGRESS: at 21.85% examples, 680415 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:56,200 : INFO : EPOCH 11 - PROGRESS: at 22.20% examples, 680470 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:57,206 : INFO : EPOCH 11 - PROGRESS: at 22.52% examples, 680557 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:58,210 : INFO : EPOCH 11 - PROGRESS: at 22.87% examples, 680755 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:09:59,211 : INFO : EPOCH 11 - PROGRESS: at 23.19% examples, 680841 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:00,217 : INFO : EPOCH 11 - PROGRESS: at 23.51% examples, 680902 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:01,225 : INFO : EPOCH 11 - PROGRESS: at 23.87% examples, 680998 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:02,234 : INFO : EPOCH 11 - PROGRESS: at 24.21% examples, 681131 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:10:03,240 : INFO : EPOCH 11 - PROGRESS: at 24.54% examples, 681186 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:04,241 : INFO : EPOCH 11 - PROGRESS: at 24.86% examples, 681509 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:05,241 : INFO : EPOCH 11 - PROGRESS: at 25.17% examples, 681328 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:06,264 : INFO : EPOCH 11 - PROGRESS: at 25.51% examples, 681379 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:07,269 : INFO : EPOCH 11 - PROGRESS: at 25.82% examples, 681452 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:08,276 : INFO : EPOCH 11 - PROGRESS: at 26.17% examples, 681456 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:09,287 : INFO : EPOCH 11 - PROGRESS: at 26.53% examples, 681598 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:10,290 : INFO : EPOCH 11 - PROGRESS: at 26.89% examples, 681526 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:11,305 : INFO : EPOCH 11 - PROGRESS: at 27.22% examples, 681546 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:12,317 : INFO : EPOCH 11 - PROGRESS: at 27.56% examples, 681541 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:13,320 : INFO : EPOCH 11 - PROGRESS: at 27.91% examples, 681559 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:14,326 : INFO : EPOCH 11 - PROGRESS: at 28.27% examples, 681459 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:15,333 : INFO : EPOCH 11 - PROGRESS: at 28.59% examples, 681477 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:16,334 : INFO : EPOCH 11 - PROGRESS: at 28.95% examples, 681419 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:17,344 : INFO : EPOCH 11 - PROGRESS: at 29.29% examples, 681445 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:18,347 : INFO : EPOCH 11 - PROGRESS: at 29.63% examples, 681418 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:19,353 : INFO : EPOCH 11 - PROGRESS: at 29.92% examples, 681319 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:20,363 : INFO : EPOCH 11 - PROGRESS: at 30.24% examples, 681525 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:21,378 : INFO : EPOCH 11 - PROGRESS: at 30.54% examples, 681598 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:22,384 : INFO : EPOCH 11 - PROGRESS: at 30.89% examples, 681579 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:23,387 : INFO : EPOCH 11 - PROGRESS: at 31.23% examples, 681486 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:24,391 : INFO : EPOCH 11 - PROGRESS: at 31.56% examples, 681417 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:25,403 : INFO : EPOCH 11 - PROGRESS: at 31.88% examples, 681413 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:26,410 : INFO : EPOCH 11 - PROGRESS: at 32.17% examples, 681616 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:27,425 : INFO : EPOCH 11 - PROGRESS: at 32.50% examples, 681611 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:28,433 : INFO : EPOCH 11 - PROGRESS: at 32.83% examples, 681669 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:29,436 : INFO : EPOCH 11 - PROGRESS: at 33.19% examples, 681763 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:30,442 : INFO : EPOCH 11 - PROGRESS: at 33.51% examples, 681799 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:31,445 : INFO : EPOCH 11 - PROGRESS: at 33.85% examples, 681730 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:32,450 : INFO : EPOCH 11 - PROGRESS: at 34.18% examples, 681803 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:33,452 : INFO : EPOCH 11 - PROGRESS: at 34.51% examples, 681847 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:34,456 : INFO : EPOCH 11 - PROGRESS: at 34.85% examples, 681892 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:35,458 : INFO : EPOCH 11 - PROGRESS: at 35.18% examples, 681872 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:36,466 : INFO : EPOCH 11 - PROGRESS: at 35.52% examples, 681902 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:37,467 : INFO : EPOCH 11 - PROGRESS: at 35.84% examples, 681976 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:38,468 : INFO : EPOCH 11 - PROGRESS: at 36.16% examples, 682009 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:39,470 : INFO : EPOCH 11 - PROGRESS: at 36.48% examples, 681963 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:40,470 : INFO : EPOCH 11 - PROGRESS: at 36.79% examples, 682108 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:41,474 : INFO : EPOCH 11 - PROGRESS: at 37.11% examples, 682119 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:42,475 : INFO : EPOCH 11 - PROGRESS: at 37.45% examples, 682136 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:43,486 : INFO : EPOCH 11 - PROGRESS: at 37.80% examples, 682113 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:44,489 : INFO : EPOCH 11 - PROGRESS: at 38.14% examples, 682142 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:45,489 : INFO : EPOCH 11 - PROGRESS: at 38.44% examples, 682279 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:46,506 : INFO : EPOCH 11 - PROGRESS: at 38.78% examples, 682313 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:47,517 : INFO : EPOCH 11 - PROGRESS: at 39.12% examples, 682251 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:48,519 : INFO : EPOCH 11 - PROGRESS: at 39.44% examples, 682313 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:49,530 : INFO : EPOCH 11 - PROGRESS: at 39.78% examples, 682232 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:50,535 : INFO : EPOCH 11 - PROGRESS: at 40.10% examples, 682218 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:51,553 : INFO : EPOCH 11 - PROGRESS: at 40.43% examples, 682231 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:52,559 : INFO : EPOCH 11 - PROGRESS: at 40.76% examples, 682263 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:53,559 : INFO : EPOCH 11 - PROGRESS: at 41.09% examples, 682297 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:10:54,567 : INFO : EPOCH 11 - PROGRESS: at 41.40% examples, 682279 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:55,570 : INFO : EPOCH 11 - PROGRESS: at 41.73% examples, 682400 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:56,573 : INFO : EPOCH 11 - PROGRESS: at 42.05% examples, 682436 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:57,580 : INFO : EPOCH 11 - PROGRESS: at 42.40% examples, 682429 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:58,583 : INFO : EPOCH 11 - PROGRESS: at 42.74% examples, 682468 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:10:59,583 : INFO : EPOCH 11 - PROGRESS: at 43.06% examples, 682516 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:00,592 : INFO : EPOCH 11 - PROGRESS: at 43.38% examples, 682462 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:01,600 : INFO : EPOCH 11 - PROGRESS: at 43.71% examples, 682542 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:02,611 : INFO : EPOCH 11 - PROGRESS: at 44.05% examples, 682553 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:03,624 : INFO : EPOCH 11 - PROGRESS: at 44.39% examples, 682501 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:04,634 : INFO : EPOCH 11 - PROGRESS: at 44.73% examples, 682550 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:05,639 : INFO : EPOCH 11 - PROGRESS: at 45.08% examples, 682531 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:06,654 : INFO : EPOCH 11 - PROGRESS: at 45.41% examples, 682544 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:07,666 : INFO : EPOCH 11 - PROGRESS: at 45.74% examples, 682633 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:08,674 : INFO : EPOCH 11 - PROGRESS: at 46.07% examples, 682605 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:09,679 : INFO : EPOCH 11 - PROGRESS: at 46.38% examples, 682665 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:10,700 : INFO : EPOCH 11 - PROGRESS: at 46.72% examples, 682684 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:11,712 : INFO : EPOCH 11 - PROGRESS: at 47.03% examples, 682763 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:11:12,717 : INFO : EPOCH 11 - PROGRESS: at 47.36% examples, 682696 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:13,730 : INFO : EPOCH 11 - PROGRESS: at 47.69% examples, 682668 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:14,736 : INFO : EPOCH 11 - PROGRESS: at 48.06% examples, 682695 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:15,740 : INFO : EPOCH 11 - PROGRESS: at 48.42% examples, 682596 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:16,745 : INFO : EPOCH 11 - PROGRESS: at 48.75% examples, 682529 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:17,753 : INFO : EPOCH 11 - PROGRESS: at 49.09% examples, 682578 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:18,764 : INFO : EPOCH 11 - PROGRESS: at 49.42% examples, 682584 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:19,767 : INFO : EPOCH 11 - PROGRESS: at 49.74% examples, 682583 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:20,768 : INFO : EPOCH 11 - PROGRESS: at 50.08% examples, 682612 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:21,772 : INFO : EPOCH 11 - PROGRESS: at 50.40% examples, 682654 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:22,773 : INFO : EPOCH 11 - PROGRESS: at 50.74% examples, 682674 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:23,795 : INFO : EPOCH 11 - PROGRESS: at 51.09% examples, 682605 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:24,796 : INFO : EPOCH 11 - PROGRESS: at 51.43% examples, 682628 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:11:25,802 : INFO : EPOCH 11 - PROGRESS: at 51.78% examples, 682665 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:26,803 : INFO : EPOCH 11 - PROGRESS: at 52.09% examples, 682713 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:27,822 : INFO : EPOCH 11 - PROGRESS: at 52.43% examples, 682673 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:28,823 : INFO : EPOCH 11 - PROGRESS: at 52.75% examples, 682667 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:11:29,824 : INFO : EPOCH 11 - PROGRESS: at 53.09% examples, 682696 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:30,839 : INFO : EPOCH 11 - PROGRESS: at 53.42% examples, 682657 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:31,847 : INFO : EPOCH 11 - PROGRESS: at 53.74% examples, 682714 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:32,853 : INFO : EPOCH 11 - PROGRESS: at 54.08% examples, 682739 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:33,869 : INFO : EPOCH 11 - PROGRESS: at 54.39% examples, 682805 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:34,891 : INFO : EPOCH 11 - PROGRESS: at 54.71% examples, 682874 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:35,892 : INFO : EPOCH 11 - PROGRESS: at 55.04% examples, 682870 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:36,907 : INFO : EPOCH 11 - PROGRESS: at 55.39% examples, 682818 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:37,919 : INFO : EPOCH 11 - PROGRESS: at 55.69% examples, 682866 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:38,920 : INFO : EPOCH 11 - PROGRESS: at 56.03% examples, 682701 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:11:39,921 : INFO : EPOCH 11 - PROGRESS: at 56.34% examples, 682605 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:40,945 : INFO : EPOCH 11 - PROGRESS: at 56.62% examples, 681999 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:41,962 : INFO : EPOCH 11 - PROGRESS: at 56.99% examples, 682322 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:42,970 : INFO : EPOCH 11 - PROGRESS: at 57.35% examples, 682797 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:43,983 : INFO : EPOCH 11 - PROGRESS: at 57.74% examples, 683229 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:44,988 : INFO : EPOCH 11 - PROGRESS: at 58.09% examples, 683671 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:46,009 : INFO : EPOCH 11 - PROGRESS: at 58.47% examples, 684005 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:47,021 : INFO : EPOCH 11 - PROGRESS: at 58.85% examples, 684407 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:48,045 : INFO : EPOCH 11 - PROGRESS: at 59.24% examples, 684767 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:49,047 : INFO : EPOCH 11 - PROGRESS: at 59.62% examples, 685129 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:50,048 : INFO : EPOCH 11 - PROGRESS: at 60.00% examples, 685452 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:51,053 : INFO : EPOCH 11 - PROGRESS: at 60.37% examples, 685789 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:52,071 : INFO : EPOCH 11 - PROGRESS: at 60.73% examples, 686148 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:53,074 : INFO : EPOCH 11 - PROGRESS: at 61.12% examples, 686501 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:54,082 : INFO : EPOCH 11 - PROGRESS: at 61.50% examples, 686897 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:55,084 : INFO : EPOCH 11 - PROGRESS: at 61.84% examples, 687189 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:56,084 : INFO : EPOCH 11 - PROGRESS: at 62.20% examples, 687557 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:57,090 : INFO : EPOCH 11 - PROGRESS: at 62.59% examples, 687866 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:58,091 : INFO : EPOCH 11 - PROGRESS: at 62.93% examples, 688199 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:11:59,095 : INFO : EPOCH 11 - PROGRESS: at 63.27% examples, 688567 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:00,103 : INFO : EPOCH 11 - PROGRESS: at 63.63% examples, 688900 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:01,111 : INFO : EPOCH 11 - PROGRESS: at 64.02% examples, 689212 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:02,117 : INFO : EPOCH 11 - PROGRESS: at 64.39% examples, 689493 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:03,130 : INFO : EPOCH 11 - PROGRESS: at 64.77% examples, 689795 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:04,133 : INFO : EPOCH 11 - PROGRESS: at 65.15% examples, 690137 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:05,135 : INFO : EPOCH 11 - PROGRESS: at 65.53% examples, 690483 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:06,139 : INFO : EPOCH 11 - PROGRESS: at 65.91% examples, 690820 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:07,141 : INFO : EPOCH 11 - PROGRESS: at 66.27% examples, 691138 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:08,141 : INFO : EPOCH 11 - PROGRESS: at 66.64% examples, 691464 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:09,150 : INFO : EPOCH 11 - PROGRESS: at 67.01% examples, 691665 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:10,150 : INFO : EPOCH 11 - PROGRESS: at 67.40% examples, 692001 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:11,172 : INFO : EPOCH 11 - PROGRESS: at 67.78% examples, 692263 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:12,177 : INFO : EPOCH 11 - PROGRESS: at 68.16% examples, 692508 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:13,184 : INFO : EPOCH 11 - PROGRESS: at 68.54% examples, 692807 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:14,193 : INFO : EPOCH 11 - PROGRESS: at 68.91% examples, 693120 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:15,195 : INFO : EPOCH 11 - PROGRESS: at 69.25% examples, 693368 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:16,199 : INFO : EPOCH 11 - PROGRESS: at 69.64% examples, 693666 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:17,200 : INFO : EPOCH 11 - PROGRESS: at 70.02% examples, 693922 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:18,222 : INFO : EPOCH 11 - PROGRESS: at 70.39% examples, 694047 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:19,232 : INFO : EPOCH 11 - PROGRESS: at 70.72% examples, 694024 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:20,236 : INFO : EPOCH 11 - PROGRESS: at 71.06% examples, 693954 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:21,239 : INFO : EPOCH 11 - PROGRESS: at 71.39% examples, 693862 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:12:22,250 : INFO : EPOCH 11 - PROGRESS: at 71.73% examples, 693832 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:23,255 : INFO : EPOCH 11 - PROGRESS: at 72.08% examples, 693824 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:24,258 : INFO : EPOCH 11 - PROGRESS: at 72.39% examples, 693776 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:25,265 : INFO : EPOCH 11 - PROGRESS: at 72.73% examples, 693724 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:26,267 : INFO : EPOCH 11 - PROGRESS: at 73.05% examples, 693630 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:27,277 : INFO : EPOCH 11 - PROGRESS: at 73.39% examples, 693578 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:28,282 : INFO : EPOCH 11 - PROGRESS: at 73.71% examples, 693486 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:12:29,295 : INFO : EPOCH 11 - PROGRESS: at 74.06% examples, 693485 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:30,301 : INFO : EPOCH 11 - PROGRESS: at 74.38% examples, 693458 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:31,308 : INFO : EPOCH 11 - PROGRESS: at 74.69% examples, 693467 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:32,310 : INFO : EPOCH 11 - PROGRESS: at 75.04% examples, 693390 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:33,319 : INFO : EPOCH 11 - PROGRESS: at 75.37% examples, 693352 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:12:34,333 : INFO : EPOCH 11 - PROGRESS: at 75.73% examples, 693240 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:35,343 : INFO : EPOCH 11 - PROGRESS: at 76.05% examples, 693183 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:36,344 : INFO : EPOCH 11 - PROGRESS: at 76.39% examples, 693215 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:37,347 : INFO : EPOCH 11 - PROGRESS: at 76.70% examples, 693169 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:12:38,349 : INFO : EPOCH 11 - PROGRESS: at 77.03% examples, 693100 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:39,370 : INFO : EPOCH 11 - PROGRESS: at 77.36% examples, 693040 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:40,384 : INFO : EPOCH 11 - PROGRESS: at 77.69% examples, 693040 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:41,384 : INFO : EPOCH 11 - PROGRESS: at 78.03% examples, 693006 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:12:42,396 : INFO : EPOCH 11 - PROGRESS: at 78.35% examples, 692938 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:43,401 : INFO : EPOCH 11 - PROGRESS: at 78.68% examples, 692919 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:12:44,403 : INFO : EPOCH 11 - PROGRESS: at 79.02% examples, 692872 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:45,427 : INFO : EPOCH 11 - PROGRESS: at 79.37% examples, 692806 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:46,452 : INFO : EPOCH 11 - PROGRESS: at 79.72% examples, 692777 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:47,466 : INFO : EPOCH 11 - PROGRESS: at 80.03% examples, 692765 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:48,475 : INFO : EPOCH 11 - PROGRESS: at 80.38% examples, 692731 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:49,490 : INFO : EPOCH 11 - PROGRESS: at 80.69% examples, 692688 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:50,492 : INFO : EPOCH 11 - PROGRESS: at 81.02% examples, 692687 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:12:51,493 : INFO : EPOCH 11 - PROGRESS: at 81.33% examples, 692681 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:52,505 : INFO : EPOCH 11 - PROGRESS: at 81.64% examples, 692636 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:53,508 : INFO : EPOCH 11 - PROGRESS: at 81.97% examples, 692609 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:54,514 : INFO : EPOCH 11 - PROGRESS: at 82.32% examples, 692600 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:55,519 : INFO : EPOCH 11 - PROGRESS: at 82.65% examples, 692574 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:56,538 : INFO : EPOCH 11 - PROGRESS: at 82.99% examples, 692583 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:57,544 : INFO : EPOCH 11 - PROGRESS: at 83.31% examples, 692549 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:58,544 : INFO : EPOCH 11 - PROGRESS: at 83.64% examples, 692495 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:12:59,555 : INFO : EPOCH 11 - PROGRESS: at 84.01% examples, 692455 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:13:00,557 : INFO : EPOCH 11 - PROGRESS: at 84.35% examples, 692402 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:01,571 : INFO : EPOCH 11 - PROGRESS: at 84.67% examples, 692337 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:02,577 : INFO : EPOCH 11 - PROGRESS: at 84.97% examples, 692347 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:03,598 : INFO : EPOCH 11 - PROGRESS: at 85.29% examples, 692296 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:04,606 : INFO : EPOCH 11 - PROGRESS: at 85.60% examples, 692266 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:05,615 : INFO : EPOCH 11 - PROGRESS: at 85.93% examples, 692297 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:06,625 : INFO : EPOCH 11 - PROGRESS: at 86.26% examples, 692242 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:07,625 : INFO : EPOCH 11 - PROGRESS: at 86.60% examples, 692201 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:08,650 : INFO : EPOCH 11 - PROGRESS: at 86.94% examples, 692130 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:09,653 : INFO : EPOCH 11 - PROGRESS: at 87.29% examples, 692127 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:10,659 : INFO : EPOCH 11 - PROGRESS: at 87.63% examples, 692095 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:11,676 : INFO : EPOCH 11 - PROGRESS: at 87.96% examples, 692061 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:12,676 : INFO : EPOCH 11 - PROGRESS: at 88.31% examples, 692043 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:13,677 : INFO : EPOCH 11 - PROGRESS: at 88.65% examples, 691991 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:13:14,679 : INFO : EPOCH 11 - PROGRESS: at 88.99% examples, 691967 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:15,696 : INFO : EPOCH 11 - PROGRESS: at 89.34% examples, 691921 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:16,703 : INFO : EPOCH 11 - PROGRESS: at 89.66% examples, 691929 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:17,711 : INFO : EPOCH 11 - PROGRESS: at 90.01% examples, 691889 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:18,726 : INFO : EPOCH 11 - PROGRESS: at 90.31% examples, 691849 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:19,746 : INFO : EPOCH 11 - PROGRESS: at 90.66% examples, 691788 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:20,750 : INFO : EPOCH 11 - PROGRESS: at 90.97% examples, 691775 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:21,751 : INFO : EPOCH 11 - PROGRESS: at 91.29% examples, 691764 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:22,754 : INFO : EPOCH 11 - PROGRESS: at 91.63% examples, 691738 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:13:23,769 : INFO : EPOCH 11 - PROGRESS: at 91.96% examples, 691694 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:24,779 : INFO : EPOCH 11 - PROGRESS: at 92.30% examples, 691678 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:25,780 : INFO : EPOCH 11 - PROGRESS: at 92.65% examples, 691620 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:26,784 : INFO : EPOCH 11 - PROGRESS: at 92.98% examples, 691613 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:27,795 : INFO : EPOCH 11 - PROGRESS: at 93.30% examples, 691531 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:28,796 : INFO : EPOCH 11 - PROGRESS: at 93.64% examples, 691540 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:29,807 : INFO : EPOCH 11 - PROGRESS: at 93.97% examples, 691480 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:13:30,810 : INFO : EPOCH 11 - PROGRESS: at 94.28% examples, 691482 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:31,817 : INFO : EPOCH 11 - PROGRESS: at 94.59% examples, 691439 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:32,821 : INFO : EPOCH 11 - PROGRESS: at 94.93% examples, 691420 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:33,837 : INFO : EPOCH 11 - PROGRESS: at 95.26% examples, 691411 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:34,844 : INFO : EPOCH 11 - PROGRESS: at 95.59% examples, 691433 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:35,846 : INFO : EPOCH 11 - PROGRESS: at 95.92% examples, 691413 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:36,857 : INFO : EPOCH 11 - PROGRESS: at 96.22% examples, 691381 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:37,864 : INFO : EPOCH 11 - PROGRESS: at 96.56% examples, 691365 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:38,872 : INFO : EPOCH 11 - PROGRESS: at 96.94% examples, 691343 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:39,880 : INFO : EPOCH 11 - PROGRESS: at 97.30% examples, 691313 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:40,882 : INFO : EPOCH 11 - PROGRESS: at 97.63% examples, 691291 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:41,888 : INFO : EPOCH 11 - PROGRESS: at 97.97% examples, 691241 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:42,890 : INFO : EPOCH 11 - PROGRESS: at 98.33% examples, 691188 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:13:43,893 : INFO : EPOCH 11 - PROGRESS: at 98.65% examples, 691185 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:44,895 : INFO : EPOCH 11 - PROGRESS: at 98.99% examples, 691139 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:45,900 : INFO : EPOCH 11 - PROGRESS: at 99.31% examples, 691108 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:46,909 : INFO : EPOCH 11 - PROGRESS: at 99.63% examples, 691091 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:47,915 : INFO : EPOCH 11 - PROGRESS: at 99.99% examples, 691071 words/s, in_qsize 3, out_qsize 1
2020-07-23 17:13:47,916 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 17:13:47,918 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 17:13:47,933 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 17:13:47,941 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 17:13:47,942 : INFO : EPOCH - 11 : training on 266061151 raw words (206820899 effective words) took 299.3s, 691084 effective words/s
2020-07-23 17:13:48,954 : INFO : EPOCH 12 - PROGRESS: at 0.35% examples, 653208 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:49,957 : INFO : EPOCH 12 - PROGRESS: at 0.69% examples, 671359 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:50,975 : INFO : EPOCH 12 - PROGRESS: at 1.01% examples, 673065 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:51,979 : INFO : EPOCH 12 - PROGRESS: at 1.31% examples, 677595 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:52,982 : INFO : EPOCH 12 - PROGRESS: at 1.66% examples, 678186 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:53,997 : INFO : EPOCH 12 - PROGRESS: at 2.00% examples, 677886 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:55,000 : INFO : EPOCH 12 - PROGRESS: at 2.31% examples, 679283 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:56,005 : INFO : EPOCH 12 - PROGRESS: at 2.63% examples, 678552 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:57,014 : INFO : EPOCH 12 - PROGRESS: at 2.96% examples, 679503 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:58,027 : INFO : EPOCH 12 - PROGRESS: at 3.28% examples, 679723 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:13:59,034 : INFO : EPOCH 12 - PROGRESS: at 3.62% examples, 680417 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:00,037 : INFO : EPOCH 12 - PROGRESS: at 3.95% examples, 679886 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:01,041 : INFO : EPOCH 12 - PROGRESS: at 4.26% examples, 681000 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:02,055 : INFO : EPOCH 12 - PROGRESS: at 4.59% examples, 680741 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:14:03,057 : INFO : EPOCH 12 - PROGRESS: at 4.91% examples, 680475 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:04,070 : INFO : EPOCH 12 - PROGRESS: at 5.24% examples, 681017 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:05,081 : INFO : EPOCH 12 - PROGRESS: at 5.56% examples, 681114 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:06,084 : INFO : EPOCH 12 - PROGRESS: at 5.91% examples, 681660 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:07,087 : INFO : EPOCH 12 - PROGRESS: at 6.24% examples, 681303 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:08,091 : INFO : EPOCH 12 - PROGRESS: at 6.56% examples, 682298 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:09,099 : INFO : EPOCH 12 - PROGRESS: at 6.88% examples, 682368 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:10,106 : INFO : EPOCH 12 - PROGRESS: at 7.22% examples, 682058 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:11,108 : INFO : EPOCH 12 - PROGRESS: at 7.56% examples, 682044 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:12,122 : INFO : EPOCH 12 - PROGRESS: at 7.89% examples, 681819 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:13,125 : INFO : EPOCH 12 - PROGRESS: at 8.21% examples, 682330 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:14,133 : INFO : EPOCH 12 - PROGRESS: at 8.53% examples, 682428 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:15,140 : INFO : EPOCH 12 - PROGRESS: at 8.87% examples, 682544 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:16,153 : INFO : EPOCH 12 - PROGRESS: at 9.20% examples, 682399 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:14:17,161 : INFO : EPOCH 12 - PROGRESS: at 9.53% examples, 682476 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:18,165 : INFO : EPOCH 12 - PROGRESS: at 9.84% examples, 682373 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:19,174 : INFO : EPOCH 12 - PROGRESS: at 10.17% examples, 681194 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:20,187 : INFO : EPOCH 12 - PROGRESS: at 10.47% examples, 678424 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:21,191 : INFO : EPOCH 12 - PROGRESS: at 10.81% examples, 679412 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:22,205 : INFO : EPOCH 12 - PROGRESS: at 11.17% examples, 681330 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:23,206 : INFO : EPOCH 12 - PROGRESS: at 11.53% examples, 683777 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:24,214 : INFO : EPOCH 12 - PROGRESS: at 11.89% examples, 685462 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:25,215 : INFO : EPOCH 12 - PROGRESS: at 12.27% examples, 686959 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:26,225 : INFO : EPOCH 12 - PROGRESS: at 12.59% examples, 687402 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:27,227 : INFO : EPOCH 12 - PROGRESS: at 12.95% examples, 687073 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:28,231 : INFO : EPOCH 12 - PROGRESS: at 13.31% examples, 686983 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:29,238 : INFO : EPOCH 12 - PROGRESS: at 13.65% examples, 687237 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:30,257 : INFO : EPOCH 12 - PROGRESS: at 13.97% examples, 687095 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:31,268 : INFO : EPOCH 12 - PROGRESS: at 14.32% examples, 687024 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:32,277 : INFO : EPOCH 12 - PROGRESS: at 14.66% examples, 686895 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:14:33,291 : INFO : EPOCH 12 - PROGRESS: at 15.00% examples, 686767 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:34,292 : INFO : EPOCH 12 - PROGRESS: at 15.35% examples, 686777 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:35,296 : INFO : EPOCH 12 - PROGRESS: at 15.68% examples, 686500 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:36,299 : INFO : EPOCH 12 - PROGRESS: at 16.04% examples, 686577 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:37,304 : INFO : EPOCH 12 - PROGRESS: at 16.37% examples, 686329 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:38,316 : INFO : EPOCH 12 - PROGRESS: at 16.71% examples, 686357 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:39,320 : INFO : EPOCH 12 - PROGRESS: at 17.05% examples, 686313 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:40,341 : INFO : EPOCH 12 - PROGRESS: at 17.37% examples, 686291 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:41,342 : INFO : EPOCH 12 - PROGRESS: at 17.69% examples, 686480 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:42,349 : INFO : EPOCH 12 - PROGRESS: at 18.03% examples, 686611 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:43,358 : INFO : EPOCH 12 - PROGRESS: at 18.37% examples, 686477 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:44,367 : INFO : EPOCH 12 - PROGRESS: at 18.69% examples, 686613 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:45,371 : INFO : EPOCH 12 - PROGRESS: at 19.01% examples, 686466 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:46,383 : INFO : EPOCH 12 - PROGRESS: at 19.34% examples, 686409 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:47,386 : INFO : EPOCH 12 - PROGRESS: at 19.68% examples, 686586 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:48,404 : INFO : EPOCH 12 - PROGRESS: at 20.02% examples, 686375 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:49,416 : INFO : EPOCH 12 - PROGRESS: at 20.35% examples, 686304 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:50,425 : INFO : EPOCH 12 - PROGRESS: at 20.69% examples, 686253 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:51,426 : INFO : EPOCH 12 - PROGRESS: at 21.03% examples, 686148 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:52,441 : INFO : EPOCH 12 - PROGRESS: at 21.37% examples, 686298 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:53,455 : INFO : EPOCH 12 - PROGRESS: at 21.70% examples, 686190 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:54,458 : INFO : EPOCH 12 - PROGRESS: at 22.05% examples, 686149 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:55,463 : INFO : EPOCH 12 - PROGRESS: at 22.37% examples, 686040 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:14:56,468 : INFO : EPOCH 12 - PROGRESS: at 22.69% examples, 686216 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:57,473 : INFO : EPOCH 12 - PROGRESS: at 23.03% examples, 686128 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:58,474 : INFO : EPOCH 12 - PROGRESS: at 23.37% examples, 686127 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:14:59,475 : INFO : EPOCH 12 - PROGRESS: at 23.71% examples, 686174 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:00,486 : INFO : EPOCH 12 - PROGRESS: at 24.05% examples, 686015 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:01,512 : INFO : EPOCH 12 - PROGRESS: at 24.38% examples, 685981 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:02,526 : INFO : EPOCH 12 - PROGRESS: at 24.71% examples, 685922 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:03,529 : INFO : EPOCH 12 - PROGRESS: at 25.02% examples, 686019 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:04,540 : INFO : EPOCH 12 - PROGRESS: at 25.36% examples, 685985 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:05,544 : INFO : EPOCH 12 - PROGRESS: at 25.68% examples, 686068 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:06,561 : INFO : EPOCH 12 - PROGRESS: at 26.01% examples, 686012 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:07,569 : INFO : EPOCH 12 - PROGRESS: at 26.35% examples, 686033 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:15:08,573 : INFO : EPOCH 12 - PROGRESS: at 26.72% examples, 685956 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:09,581 : INFO : EPOCH 12 - PROGRESS: at 27.06% examples, 685981 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:10,592 : INFO : EPOCH 12 - PROGRESS: at 27.39% examples, 685844 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:11,595 : INFO : EPOCH 12 - PROGRESS: at 27.75% examples, 685779 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:12,601 : INFO : EPOCH 12 - PROGRESS: at 28.11% examples, 685624 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:13,603 : INFO : EPOCH 12 - PROGRESS: at 28.42% examples, 685540 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:14,608 : INFO : EPOCH 12 - PROGRESS: at 28.79% examples, 685550 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:15:15,614 : INFO : EPOCH 12 - PROGRESS: at 29.15% examples, 685405 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:16,630 : INFO : EPOCH 12 - PROGRESS: at 29.48% examples, 685459 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:15:17,640 : INFO : EPOCH 12 - PROGRESS: at 29.77% examples, 685459 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:18,642 : INFO : EPOCH 12 - PROGRESS: at 30.08% examples, 685682 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:19,646 : INFO : EPOCH 12 - PROGRESS: at 30.41% examples, 685656 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:20,664 : INFO : EPOCH 12 - PROGRESS: at 30.74% examples, 685470 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:21,669 : INFO : EPOCH 12 - PROGRESS: at 31.08% examples, 685430 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:15:22,688 : INFO : EPOCH 12 - PROGRESS: at 31.41% examples, 685555 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:23,695 : INFO : EPOCH 12 - PROGRESS: at 31.76% examples, 685524 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:24,699 : INFO : EPOCH 12 - PROGRESS: at 32.05% examples, 685540 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:15:25,703 : INFO : EPOCH 12 - PROGRESS: at 32.37% examples, 685501 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:26,720 : INFO : EPOCH 12 - PROGRESS: at 32.67% examples, 685529 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:27,725 : INFO : EPOCH 12 - PROGRESS: at 33.04% examples, 685552 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:28,739 : INFO : EPOCH 12 - PROGRESS: at 33.38% examples, 685497 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:29,749 : INFO : EPOCH 12 - PROGRESS: at 33.70% examples, 685505 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:30,750 : INFO : EPOCH 12 - PROGRESS: at 34.05% examples, 685526 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:31,760 : INFO : EPOCH 12 - PROGRESS: at 34.37% examples, 685501 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:32,762 : INFO : EPOCH 12 - PROGRESS: at 34.70% examples, 685493 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:33,770 : INFO : EPOCH 12 - PROGRESS: at 35.05% examples, 685484 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:34,781 : INFO : EPOCH 12 - PROGRESS: at 35.39% examples, 685470 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:35,784 : INFO : EPOCH 12 - PROGRESS: at 35.71% examples, 685580 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:36,794 : INFO : EPOCH 12 - PROGRESS: at 36.03% examples, 685625 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:37,801 : INFO : EPOCH 12 - PROGRESS: at 36.37% examples, 685612 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:38,811 : INFO : EPOCH 12 - PROGRESS: at 36.68% examples, 685624 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:39,831 : INFO : EPOCH 12 - PROGRESS: at 37.00% examples, 685642 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:40,833 : INFO : EPOCH 12 - PROGRESS: at 37.33% examples, 685603 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:41,833 : INFO : EPOCH 12 - PROGRESS: at 37.67% examples, 685612 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:42,837 : INFO : EPOCH 12 - PROGRESS: at 38.02% examples, 685682 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:43,839 : INFO : EPOCH 12 - PROGRESS: at 38.34% examples, 685614 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:44,845 : INFO : EPOCH 12 - PROGRESS: at 38.66% examples, 685666 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:45,857 : INFO : EPOCH 12 - PROGRESS: at 39.00% examples, 685610 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:46,861 : INFO : EPOCH 12 - PROGRESS: at 39.33% examples, 685566 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:47,861 : INFO : EPOCH 12 - PROGRESS: at 39.66% examples, 685535 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:15:48,871 : INFO : EPOCH 12 - PROGRESS: at 39.98% examples, 685504 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:49,879 : INFO : EPOCH 12 - PROGRESS: at 40.31% examples, 685542 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:50,880 : INFO : EPOCH 12 - PROGRESS: at 40.64% examples, 685487 words/s, in_qsize 8, out_qsize 1
2020-07-23 17:15:51,881 : INFO : EPOCH 12 - PROGRESS: at 40.97% examples, 685459 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:52,899 : INFO : EPOCH 12 - PROGRESS: at 41.30% examples, 685410 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:53,914 : INFO : EPOCH 12 - PROGRESS: at 41.60% examples, 685433 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:54,929 : INFO : EPOCH 12 - PROGRESS: at 41.93% examples, 685430 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:15:55,935 : INFO : EPOCH 12 - PROGRESS: at 42.27% examples, 685407 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:56,959 : INFO : EPOCH 12 - PROGRESS: at 42.62% examples, 685342 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:15:57,966 : INFO : EPOCH 12 - PROGRESS: at 42.95% examples, 685397 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:58,974 : INFO : EPOCH 12 - PROGRESS: at 43.27% examples, 685328 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:15:59,979 : INFO : EPOCH 12 - PROGRESS: at 43.61% examples, 685307 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:00,980 : INFO : EPOCH 12 - PROGRESS: at 43.93% examples, 685286 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:01,995 : INFO : EPOCH 12 - PROGRESS: at 44.27% examples, 685240 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:03,013 : INFO : EPOCH 12 - PROGRESS: at 44.62% examples, 685311 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:04,023 : INFO : EPOCH 12 - PROGRESS: at 44.97% examples, 685203 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:05,023 : INFO : EPOCH 12 - PROGRESS: at 45.31% examples, 685277 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:06,038 : INFO : EPOCH 12 - PROGRESS: at 45.63% examples, 685315 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:16:07,039 : INFO : EPOCH 12 - PROGRESS: at 45.95% examples, 685381 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:08,053 : INFO : EPOCH 12 - PROGRESS: at 46.27% examples, 685373 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:09,065 : INFO : EPOCH 12 - PROGRESS: at 46.61% examples, 685386 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:10,071 : INFO : EPOCH 12 - PROGRESS: at 46.92% examples, 685345 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:16:11,089 : INFO : EPOCH 12 - PROGRESS: at 47.24% examples, 685323 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:12,098 : INFO : EPOCH 12 - PROGRESS: at 47.58% examples, 685348 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:13,100 : INFO : EPOCH 12 - PROGRESS: at 47.94% examples, 685271 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:14,106 : INFO : EPOCH 12 - PROGRESS: at 48.27% examples, 685274 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:15,119 : INFO : EPOCH 12 - PROGRESS: at 48.64% examples, 685177 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:16:16,131 : INFO : EPOCH 12 - PROGRESS: at 48.96% examples, 685232 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:17,153 : INFO : EPOCH 12 - PROGRESS: at 49.31% examples, 685170 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:18,154 : INFO : EPOCH 12 - PROGRESS: at 49.65% examples, 685222 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:19,156 : INFO : EPOCH 12 - PROGRESS: at 49.98% examples, 685202 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:20,167 : INFO : EPOCH 12 - PROGRESS: at 50.30% examples, 685177 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:21,178 : INFO : EPOCH 12 - PROGRESS: at 50.63% examples, 685170 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:16:22,186 : INFO : EPOCH 12 - PROGRESS: at 50.99% examples, 685141 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:23,193 : INFO : EPOCH 12 - PROGRESS: at 51.33% examples, 685140 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:24,199 : INFO : EPOCH 12 - PROGRESS: at 51.68% examples, 685103 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:25,205 : INFO : EPOCH 12 - PROGRESS: at 52.00% examples, 685080 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:26,225 : INFO : EPOCH 12 - PROGRESS: at 52.34% examples, 685087 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:27,248 : INFO : EPOCH 12 - PROGRESS: at 52.66% examples, 685081 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:28,257 : INFO : EPOCH 12 - PROGRESS: at 53.01% examples, 685067 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:29,260 : INFO : EPOCH 12 - PROGRESS: at 53.32% examples, 685117 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:30,268 : INFO : EPOCH 12 - PROGRESS: at 53.66% examples, 685074 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:16:31,271 : INFO : EPOCH 12 - PROGRESS: at 53.99% examples, 685134 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:16:32,278 : INFO : EPOCH 12 - PROGRESS: at 54.30% examples, 685173 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:33,296 : INFO : EPOCH 12 - PROGRESS: at 54.62% examples, 685175 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:34,317 : INFO : EPOCH 12 - PROGRESS: at 54.95% examples, 685227 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:35,332 : INFO : EPOCH 12 - PROGRESS: at 55.30% examples, 685198 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:36,334 : INFO : EPOCH 12 - PROGRESS: at 55.60% examples, 685151 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:37,335 : INFO : EPOCH 12 - PROGRESS: at 55.94% examples, 685150 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:38,344 : INFO : EPOCH 12 - PROGRESS: at 56.28% examples, 685165 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:39,357 : INFO : EPOCH 12 - PROGRESS: at 56.60% examples, 685143 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:40,368 : INFO : EPOCH 12 - PROGRESS: at 56.94% examples, 685102 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:41,376 : INFO : EPOCH 12 - PROGRESS: at 57.27% examples, 685014 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:42,383 : INFO : EPOCH 12 - PROGRESS: at 57.60% examples, 685117 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:43,388 : INFO : EPOCH 12 - PROGRESS: at 57.93% examples, 685114 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:16:44,393 : INFO : EPOCH 12 - PROGRESS: at 58.28% examples, 685168 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:45,396 : INFO : EPOCH 12 - PROGRESS: at 58.62% examples, 685167 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:46,406 : INFO : EPOCH 12 - PROGRESS: at 58.95% examples, 685152 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:16:47,416 : INFO : EPOCH 12 - PROGRESS: at 59.30% examples, 685125 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:48,419 : INFO : EPOCH 12 - PROGRESS: at 59.65% examples, 685106 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:16:49,425 : INFO : EPOCH 12 - PROGRESS: at 60.00% examples, 685111 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:50,431 : INFO : EPOCH 12 - PROGRESS: at 60.34% examples, 685062 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:16:51,436 : INFO : EPOCH 12 - PROGRESS: at 60.67% examples, 685099 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:52,438 : INFO : EPOCH 12 - PROGRESS: at 61.01% examples, 685011 words/s, in_qsize 8, out_qsize 1
2020-07-23 17:16:53,442 : INFO : EPOCH 12 - PROGRESS: at 61.35% examples, 685069 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:54,450 : INFO : EPOCH 12 - PROGRESS: at 61.70% examples, 685045 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:55,457 : INFO : EPOCH 12 - PROGRESS: at 62.02% examples, 685067 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:16:56,457 : INFO : EPOCH 12 - PROGRESS: at 62.36% examples, 685133 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:57,464 : INFO : EPOCH 12 - PROGRESS: at 62.68% examples, 685098 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:16:58,477 : INFO : EPOCH 12 - PROGRESS: at 62.99% examples, 685033 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:16:59,485 : INFO : EPOCH 12 - PROGRESS: at 63.30% examples, 684860 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:00,497 : INFO : EPOCH 12 - PROGRESS: at 63.59% examples, 684445 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:01,501 : INFO : EPOCH 12 - PROGRESS: at 63.96% examples, 684735 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:02,509 : INFO : EPOCH 12 - PROGRESS: at 64.34% examples, 685071 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:17:03,517 : INFO : EPOCH 12 - PROGRESS: at 64.73% examples, 685370 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:04,520 : INFO : EPOCH 12 - PROGRESS: at 65.11% examples, 685740 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:05,525 : INFO : EPOCH 12 - PROGRESS: at 65.49% examples, 686102 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:06,527 : INFO : EPOCH 12 - PROGRESS: at 65.86% examples, 686382 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:07,529 : INFO : EPOCH 12 - PROGRESS: at 66.22% examples, 686825 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:08,535 : INFO : EPOCH 12 - PROGRESS: at 66.58% examples, 687138 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:09,537 : INFO : EPOCH 12 - PROGRESS: at 66.98% examples, 687449 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:10,547 : INFO : EPOCH 12 - PROGRESS: at 67.36% examples, 687750 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:11,561 : INFO : EPOCH 12 - PROGRESS: at 67.74% examples, 688088 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:12,575 : INFO : EPOCH 12 - PROGRESS: at 68.13% examples, 688390 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:13,582 : INFO : EPOCH 12 - PROGRESS: at 68.51% examples, 688673 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:17:14,586 : INFO : EPOCH 12 - PROGRESS: at 68.87% examples, 688988 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:15,592 : INFO : EPOCH 12 - PROGRESS: at 69.23% examples, 689374 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:16,594 : INFO : EPOCH 12 - PROGRESS: at 69.61% examples, 689639 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:17,596 : INFO : EPOCH 12 - PROGRESS: at 70.00% examples, 689968 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:18,599 : INFO : EPOCH 12 - PROGRESS: at 70.37% examples, 690241 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:19,607 : INFO : EPOCH 12 - PROGRESS: at 70.73% examples, 690535 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:17:20,607 : INFO : EPOCH 12 - PROGRESS: at 71.10% examples, 690862 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:21,628 : INFO : EPOCH 12 - PROGRESS: at 71.48% examples, 691112 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:22,634 : INFO : EPOCH 12 - PROGRESS: at 71.85% examples, 691444 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:23,638 : INFO : EPOCH 12 - PROGRESS: at 72.22% examples, 691768 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:24,647 : INFO : EPOCH 12 - PROGRESS: at 72.58% examples, 692007 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:25,656 : INFO : EPOCH 12 - PROGRESS: at 72.95% examples, 692272 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:26,673 : INFO : EPOCH 12 - PROGRESS: at 73.33% examples, 692502 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:27,673 : INFO : EPOCH 12 - PROGRESS: at 73.69% examples, 692809 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:28,674 : INFO : EPOCH 12 - PROGRESS: at 74.05% examples, 693066 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:29,681 : INFO : EPOCH 12 - PROGRESS: at 74.40% examples, 693370 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:30,701 : INFO : EPOCH 12 - PROGRESS: at 74.76% examples, 693618 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:17:31,702 : INFO : EPOCH 12 - PROGRESS: at 75.13% examples, 693890 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:32,717 : INFO : EPOCH 12 - PROGRESS: at 75.51% examples, 694163 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:33,717 : INFO : EPOCH 12 - PROGRESS: at 75.89% examples, 694388 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:34,719 : INFO : EPOCH 12 - PROGRESS: at 76.25% examples, 694645 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:35,724 : INFO : EPOCH 12 - PROGRESS: at 76.59% examples, 694957 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:36,738 : INFO : EPOCH 12 - PROGRESS: at 76.96% examples, 695194 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:37,739 : INFO : EPOCH 12 - PROGRESS: at 77.33% examples, 695492 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:38,748 : INFO : EPOCH 12 - PROGRESS: at 77.69% examples, 695752 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:39,764 : INFO : EPOCH 12 - PROGRESS: at 78.07% examples, 695968 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:40,785 : INFO : EPOCH 12 - PROGRESS: at 78.42% examples, 696175 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:41,789 : INFO : EPOCH 12 - PROGRESS: at 78.79% examples, 696467 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:42,792 : INFO : EPOCH 12 - PROGRESS: at 79.17% examples, 696700 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:43,801 : INFO : EPOCH 12 - PROGRESS: at 79.55% examples, 696927 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:17:44,821 : INFO : EPOCH 12 - PROGRESS: at 79.90% examples, 697166 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:45,824 : INFO : EPOCH 12 - PROGRESS: at 80.27% examples, 697407 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:17:46,831 : INFO : EPOCH 12 - PROGRESS: at 80.62% examples, 697627 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:47,842 : INFO : EPOCH 12 - PROGRESS: at 80.98% examples, 697852 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:48,850 : INFO : EPOCH 12 - PROGRESS: at 81.33% examples, 698104 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:49,850 : INFO : EPOCH 12 - PROGRESS: at 81.67% examples, 698412 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:50,854 : INFO : EPOCH 12 - PROGRESS: at 82.04% examples, 698618 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:51,873 : INFO : EPOCH 12 - PROGRESS: at 82.41% examples, 698826 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:52,875 : INFO : EPOCH 12 - PROGRESS: at 82.78% examples, 699061 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:53,884 : INFO : EPOCH 12 - PROGRESS: at 83.13% examples, 699334 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:54,901 : INFO : EPOCH 12 - PROGRESS: at 83.51% examples, 699557 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:55,908 : INFO : EPOCH 12 - PROGRESS: at 83.90% examples, 699762 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:56,927 : INFO : EPOCH 12 - PROGRESS: at 84.28% examples, 699939 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:57,928 : INFO : EPOCH 12 - PROGRESS: at 84.64% examples, 700135 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:58,931 : INFO : EPOCH 12 - PROGRESS: at 84.97% examples, 700389 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:17:59,940 : INFO : EPOCH 12 - PROGRESS: at 85.32% examples, 700602 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:00,945 : INFO : EPOCH 12 - PROGRESS: at 85.66% examples, 700804 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:01,946 : INFO : EPOCH 12 - PROGRESS: at 86.02% examples, 701002 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:02,947 : INFO : EPOCH 12 - PROGRESS: at 86.38% examples, 701239 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:03,953 : INFO : EPOCH 12 - PROGRESS: at 86.77% examples, 701396 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:04,970 : INFO : EPOCH 12 - PROGRESS: at 87.14% examples, 701581 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:05,975 : INFO : EPOCH 12 - PROGRESS: at 87.52% examples, 701745 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:06,985 : INFO : EPOCH 12 - PROGRESS: at 87.89% examples, 701965 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:07,990 : INFO : EPOCH 12 - PROGRESS: at 88.25% examples, 702169 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:08,994 : INFO : EPOCH 12 - PROGRESS: at 88.64% examples, 702381 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:18:09,997 : INFO : EPOCH 12 - PROGRESS: at 89.01% examples, 702543 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:11,000 : INFO : EPOCH 12 - PROGRESS: at 89.39% examples, 702766 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:12,005 : INFO : EPOCH 12 - PROGRESS: at 89.75% examples, 702989 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:18:13,006 : INFO : EPOCH 12 - PROGRESS: at 90.10% examples, 703160 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:14,015 : INFO : EPOCH 12 - PROGRESS: at 90.47% examples, 703360 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:15,029 : INFO : EPOCH 12 - PROGRESS: at 90.82% examples, 703516 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:16,032 : INFO : EPOCH 12 - PROGRESS: at 91.17% examples, 703741 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:17,048 : INFO : EPOCH 12 - PROGRESS: at 91.55% examples, 703910 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:18,064 : INFO : EPOCH 12 - PROGRESS: at 91.92% examples, 704075 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:19,076 : INFO : EPOCH 12 - PROGRESS: at 92.29% examples, 704254 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:20,087 : INFO : EPOCH 12 - PROGRESS: at 92.67% examples, 704419 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:21,091 : INFO : EPOCH 12 - PROGRESS: at 93.04% examples, 704585 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:22,099 : INFO : EPOCH 12 - PROGRESS: at 93.38% examples, 704764 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:23,100 : INFO : EPOCH 12 - PROGRESS: at 93.76% examples, 704930 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:24,101 : INFO : EPOCH 12 - PROGRESS: at 94.12% examples, 705100 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:25,104 : INFO : EPOCH 12 - PROGRESS: at 94.46% examples, 705253 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:26,107 : INFO : EPOCH 12 - PROGRESS: at 94.80% examples, 705452 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:27,120 : INFO : EPOCH 12 - PROGRESS: at 95.19% examples, 705632 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:28,129 : INFO : EPOCH 12 - PROGRESS: at 95.55% examples, 705819 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:29,130 : INFO : EPOCH 12 - PROGRESS: at 95.90% examples, 706002 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:30,135 : INFO : EPOCH 12 - PROGRESS: at 96.24% examples, 706224 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:31,146 : INFO : EPOCH 12 - PROGRESS: at 96.62% examples, 706388 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:32,162 : INFO : EPOCH 12 - PROGRESS: at 97.03% examples, 706514 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:33,165 : INFO : EPOCH 12 - PROGRESS: at 97.42% examples, 706665 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:34,179 : INFO : EPOCH 12 - PROGRESS: at 97.79% examples, 706843 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:35,185 : INFO : EPOCH 12 - PROGRESS: at 98.17% examples, 707021 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:36,199 : INFO : EPOCH 12 - PROGRESS: at 98.56% examples, 707156 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:37,203 : INFO : EPOCH 12 - PROGRESS: at 98.93% examples, 707304 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:38,204 : INFO : EPOCH 12 - PROGRESS: at 99.28% examples, 707462 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:39,205 : INFO : EPOCH 12 - PROGRESS: at 99.63% examples, 707636 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:40,121 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 17:18:40,125 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 17:18:40,132 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 17:18:40,145 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 17:18:40,146 : INFO : EPOCH - 12 : training on 266061151 raw words (206817792 effective words) took 292.2s, 707794 effective words/s
2020-07-23 17:18:41,152 : INFO : EPOCH 13 - PROGRESS: at 0.39% examples, 733016 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:42,164 : INFO : EPOCH 13 - PROGRESS: at 0.76% examples, 745034 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:43,175 : INFO : EPOCH 13 - PROGRESS: at 1.10% examples, 746067 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:44,189 : INFO : EPOCH 13 - PROGRESS: at 1.46% examples, 747860 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:45,198 : INFO : EPOCH 13 - PROGRESS: at 1.83% examples, 748581 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:18:46,214 : INFO : EPOCH 13 - PROGRESS: at 2.19% examples, 747459 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:47,220 : INFO : EPOCH 13 - PROGRESS: at 2.54% examples, 748395 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:48,226 : INFO : EPOCH 13 - PROGRESS: at 2.90% examples, 748332 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:49,235 : INFO : EPOCH 13 - PROGRESS: at 3.26% examples, 748910 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:50,236 : INFO : EPOCH 13 - PROGRESS: at 3.62% examples, 749323 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:51,238 : INFO : EPOCH 13 - PROGRESS: at 3.99% examples, 749213 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:52,239 : INFO : EPOCH 13 - PROGRESS: at 4.33% examples, 749524 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:53,242 : INFO : EPOCH 13 - PROGRESS: at 4.70% examples, 749810 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:54,249 : INFO : EPOCH 13 - PROGRESS: at 5.05% examples, 750213 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:55,266 : INFO : EPOCH 13 - PROGRESS: at 5.39% examples, 749793 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:56,274 : INFO : EPOCH 13 - PROGRESS: at 5.78% examples, 749665 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:57,279 : INFO : EPOCH 13 - PROGRESS: at 6.14% examples, 750437 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:58,281 : INFO : EPOCH 13 - PROGRESS: at 6.49% examples, 750117 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:18:59,281 : INFO : EPOCH 13 - PROGRESS: at 6.84% examples, 749887 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:00,296 : INFO : EPOCH 13 - PROGRESS: at 7.21% examples, 749705 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:19:01,303 : INFO : EPOCH 13 - PROGRESS: at 7.60% examples, 749670 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:19:02,337 : INFO : EPOCH 13 - PROGRESS: at 7.95% examples, 749354 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:03,340 : INFO : EPOCH 13 - PROGRESS: at 8.30% examples, 750367 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:04,350 : INFO : EPOCH 13 - PROGRESS: at 8.67% examples, 749670 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:05,362 : INFO : EPOCH 13 - PROGRESS: at 9.03% examples, 749868 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:06,366 : INFO : EPOCH 13 - PROGRESS: at 9.41% examples, 749991 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:07,375 : INFO : EPOCH 13 - PROGRESS: at 9.75% examples, 750440 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:08,378 : INFO : EPOCH 13 - PROGRESS: at 10.12% examples, 750202 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:09,384 : INFO : EPOCH 13 - PROGRESS: at 10.50% examples, 750382 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:19:10,384 : INFO : EPOCH 13 - PROGRESS: at 10.87% examples, 750688 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:11,388 : INFO : EPOCH 13 - PROGRESS: at 11.21% examples, 750671 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:19:12,396 : INFO : EPOCH 13 - PROGRESS: at 11.57% examples, 750518 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:13,401 : INFO : EPOCH 13 - PROGRESS: at 11.96% examples, 750952 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:14,408 : INFO : EPOCH 13 - PROGRESS: at 12.33% examples, 750639 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:15,421 : INFO : EPOCH 13 - PROGRESS: at 12.68% examples, 750695 words/s, in_qsize 8, out_qsize 1
2020-07-23 17:19:16,431 : INFO : EPOCH 13 - PROGRESS: at 13.07% examples, 750523 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:19:17,436 : INFO : EPOCH 13 - PROGRESS: at 13.44% examples, 750425 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:18,438 : INFO : EPOCH 13 - PROGRESS: at 13.81% examples, 750457 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:19,448 : INFO : EPOCH 13 - PROGRESS: at 14.18% examples, 750579 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:20,452 : INFO : EPOCH 13 - PROGRESS: at 14.56% examples, 750551 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:19:21,458 : INFO : EPOCH 13 - PROGRESS: at 14.94% examples, 750440 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:22,462 : INFO : EPOCH 13 - PROGRESS: at 15.32% examples, 750316 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:23,470 : INFO : EPOCH 13 - PROGRESS: at 15.68% examples, 750229 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:24,474 : INFO : EPOCH 13 - PROGRESS: at 16.06% examples, 750105 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:25,475 : INFO : EPOCH 13 - PROGRESS: at 16.45% examples, 750321 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:26,484 : INFO : EPOCH 13 - PROGRESS: at 16.80% examples, 750354 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:27,500 : INFO : EPOCH 13 - PROGRESS: at 17.16% examples, 750367 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:19:28,515 : INFO : EPOCH 13 - PROGRESS: at 17.53% examples, 750427 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:29,519 : INFO : EPOCH 13 - PROGRESS: at 17.88% examples, 750354 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:30,540 : INFO : EPOCH 13 - PROGRESS: at 18.27% examples, 750264 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:31,548 : INFO : EPOCH 13 - PROGRESS: at 18.63% examples, 750511 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:19:32,555 : INFO : EPOCH 13 - PROGRESS: at 18.97% examples, 750615 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:33,568 : INFO : EPOCH 13 - PROGRESS: at 19.34% examples, 750633 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:34,572 : INFO : EPOCH 13 - PROGRESS: at 19.71% examples, 750657 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:35,576 : INFO : EPOCH 13 - PROGRESS: at 20.08% examples, 750699 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:36,579 : INFO : EPOCH 13 - PROGRESS: at 20.43% examples, 750589 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:37,585 : INFO : EPOCH 13 - PROGRESS: at 20.82% examples, 750621 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:38,587 : INFO : EPOCH 13 - PROGRESS: at 21.18% examples, 750047 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:39,603 : INFO : EPOCH 13 - PROGRESS: at 21.52% examples, 749349 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:40,615 : INFO : EPOCH 13 - PROGRESS: at 21.83% examples, 747607 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:41,624 : INFO : EPOCH 13 - PROGRESS: at 22.21% examples, 747611 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:42,634 : INFO : EPOCH 13 - PROGRESS: at 22.57% examples, 747965 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:43,644 : INFO : EPOCH 13 - PROGRESS: at 22.94% examples, 747973 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:44,650 : INFO : EPOCH 13 - PROGRESS: at 23.30% examples, 747992 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:45,654 : INFO : EPOCH 13 - PROGRESS: at 23.68% examples, 748312 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:46,659 : INFO : EPOCH 13 - PROGRESS: at 24.06% examples, 748350 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:19:47,665 : INFO : EPOCH 13 - PROGRESS: at 24.42% examples, 748322 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:48,672 : INFO : EPOCH 13 - PROGRESS: at 24.77% examples, 748347 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:49,677 : INFO : EPOCH 13 - PROGRESS: at 25.10% examples, 748572 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:50,680 : INFO : EPOCH 13 - PROGRESS: at 25.48% examples, 748565 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:51,683 : INFO : EPOCH 13 - PROGRESS: at 25.82% examples, 748514 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:52,693 : INFO : EPOCH 13 - PROGRESS: at 26.21% examples, 748707 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:53,695 : INFO : EPOCH 13 - PROGRESS: at 26.61% examples, 748774 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:54,697 : INFO : EPOCH 13 - PROGRESS: at 26.99% examples, 748804 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:55,709 : INFO : EPOCH 13 - PROGRESS: at 27.34% examples, 748770 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:56,728 : INFO : EPOCH 13 - PROGRESS: at 27.74% examples, 748724 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:57,736 : INFO : EPOCH 13 - PROGRESS: at 28.13% examples, 748565 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:58,737 : INFO : EPOCH 13 - PROGRESS: at 28.49% examples, 748679 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:19:59,765 : INFO : EPOCH 13 - PROGRESS: at 28.87% examples, 748392 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:20:00,781 : INFO : EPOCH 13 - PROGRESS: at 29.27% examples, 748414 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:01,786 : INFO : EPOCH 13 - PROGRESS: at 29.63% examples, 748402 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:02,796 : INFO : EPOCH 13 - PROGRESS: at 29.94% examples, 748461 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:03,799 : INFO : EPOCH 13 - PROGRESS: at 30.30% examples, 748649 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:04,809 : INFO : EPOCH 13 - PROGRESS: at 30.65% examples, 748590 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:05,811 : INFO : EPOCH 13 - PROGRESS: at 31.02% examples, 748591 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:06,813 : INFO : EPOCH 13 - PROGRESS: at 31.37% examples, 748553 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:07,814 : INFO : EPOCH 13 - PROGRESS: at 31.76% examples, 748671 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:08,830 : INFO : EPOCH 13 - PROGRESS: at 32.08% examples, 748754 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:09,847 : INFO : EPOCH 13 - PROGRESS: at 32.44% examples, 748750 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:10,850 : INFO : EPOCH 13 - PROGRESS: at 32.79% examples, 748804 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:11,851 : INFO : EPOCH 13 - PROGRESS: at 33.18% examples, 748881 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:12,856 : INFO : EPOCH 13 - PROGRESS: at 33.53% examples, 748856 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:13,859 : INFO : EPOCH 13 - PROGRESS: at 33.91% examples, 748910 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:14,863 : INFO : EPOCH 13 - PROGRESS: at 34.26% examples, 748887 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:15,867 : INFO : EPOCH 13 - PROGRESS: at 34.63% examples, 748947 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:16,880 : INFO : EPOCH 13 - PROGRESS: at 35.01% examples, 748902 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:17,900 : INFO : EPOCH 13 - PROGRESS: at 35.37% examples, 748852 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:18,916 : INFO : EPOCH 13 - PROGRESS: at 35.73% examples, 748863 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:19,919 : INFO : EPOCH 13 - PROGRESS: at 36.08% examples, 748922 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:20,922 : INFO : EPOCH 13 - PROGRESS: at 36.44% examples, 749004 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:21,929 : INFO : EPOCH 13 - PROGRESS: at 36.78% examples, 749053 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:22,947 : INFO : EPOCH 13 - PROGRESS: at 37.14% examples, 749010 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:23,964 : INFO : EPOCH 13 - PROGRESS: at 37.51% examples, 748794 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:24,976 : INFO : EPOCH 13 - PROGRESS: at 37.89% examples, 748794 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:25,996 : INFO : EPOCH 13 - PROGRESS: at 38.25% examples, 748943 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:27,007 : INFO : EPOCH 13 - PROGRESS: at 38.61% examples, 749052 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:28,013 : INFO : EPOCH 13 - PROGRESS: at 38.98% examples, 749055 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:29,015 : INFO : EPOCH 13 - PROGRESS: at 39.34% examples, 749065 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:30,024 : INFO : EPOCH 13 - PROGRESS: at 39.70% examples, 749022 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:31,026 : INFO : EPOCH 13 - PROGRESS: at 40.06% examples, 749094 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:32,029 : INFO : EPOCH 13 - PROGRESS: at 40.42% examples, 749139 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:33,034 : INFO : EPOCH 13 - PROGRESS: at 40.78% examples, 749141 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:34,039 : INFO : EPOCH 13 - PROGRESS: at 41.14% examples, 749168 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:35,043 : INFO : EPOCH 13 - PROGRESS: at 41.49% examples, 749257 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:20:36,052 : INFO : EPOCH 13 - PROGRESS: at 41.84% examples, 749232 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:20:37,073 : INFO : EPOCH 13 - PROGRESS: at 42.21% examples, 749226 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:20:38,078 : INFO : EPOCH 13 - PROGRESS: at 42.59% examples, 749234 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:39,085 : INFO : EPOCH 13 - PROGRESS: at 42.95% examples, 749302 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:40,103 : INFO : EPOCH 13 - PROGRESS: at 43.31% examples, 749300 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:41,119 : INFO : EPOCH 13 - PROGRESS: at 43.67% examples, 749333 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:42,128 : INFO : EPOCH 13 - PROGRESS: at 44.04% examples, 749348 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:43,132 : INFO : EPOCH 13 - PROGRESS: at 44.42% examples, 749325 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:44,139 : INFO : EPOCH 13 - PROGRESS: at 44.79% examples, 749249 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:45,142 : INFO : EPOCH 13 - PROGRESS: at 45.17% examples, 749294 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:46,155 : INFO : EPOCH 13 - PROGRESS: at 45.53% examples, 749277 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:47,161 : INFO : EPOCH 13 - PROGRESS: at 45.89% examples, 749388 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:48,169 : INFO : EPOCH 13 - PROGRESS: at 46.23% examples, 749349 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:20:49,173 : INFO : EPOCH 13 - PROGRESS: at 46.60% examples, 749426 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:50,173 : INFO : EPOCH 13 - PROGRESS: at 46.94% examples, 749464 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:51,181 : INFO : EPOCH 13 - PROGRESS: at 47.29% examples, 749407 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:52,194 : INFO : EPOCH 13 - PROGRESS: at 47.66% examples, 749458 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:53,210 : INFO : EPOCH 13 - PROGRESS: at 48.06% examples, 749437 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:54,214 : INFO : EPOCH 13 - PROGRESS: at 48.46% examples, 749400 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:55,214 : INFO : EPOCH 13 - PROGRESS: at 48.81% examples, 749377 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:56,223 : INFO : EPOCH 13 - PROGRESS: at 49.19% examples, 749390 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:57,226 : INFO : EPOCH 13 - PROGRESS: at 49.56% examples, 749404 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:58,228 : INFO : EPOCH 13 - PROGRESS: at 49.91% examples, 749422 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:20:59,235 : INFO : EPOCH 13 - PROGRESS: at 50.27% examples, 749434 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:00,242 : INFO : EPOCH 13 - PROGRESS: at 50.63% examples, 749461 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:01,243 : INFO : EPOCH 13 - PROGRESS: at 51.02% examples, 749436 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:02,250 : INFO : EPOCH 13 - PROGRESS: at 51.39% examples, 749446 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:03,251 : INFO : EPOCH 13 - PROGRESS: at 51.77% examples, 749508 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:04,257 : INFO : EPOCH 13 - PROGRESS: at 52.13% examples, 749574 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:21:05,262 : INFO : EPOCH 13 - PROGRESS: at 52.50% examples, 749532 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:06,263 : INFO : EPOCH 13 - PROGRESS: at 52.86% examples, 749633 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:07,271 : INFO : EPOCH 13 - PROGRESS: at 53.21% examples, 749604 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:08,283 : INFO : EPOCH 13 - PROGRESS: at 53.60% examples, 749593 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:09,293 : INFO : EPOCH 13 - PROGRESS: at 53.93% examples, 749581 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:10,293 : INFO : EPOCH 13 - PROGRESS: at 54.28% examples, 749711 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:11,301 : INFO : EPOCH 13 - PROGRESS: at 54.64% examples, 749717 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:12,305 : INFO : EPOCH 13 - PROGRESS: at 54.98% examples, 749708 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:13,324 : INFO : EPOCH 13 - PROGRESS: at 55.37% examples, 749690 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:14,327 : INFO : EPOCH 13 - PROGRESS: at 55.70% examples, 749737 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:15,335 : INFO : EPOCH 13 - PROGRESS: at 56.09% examples, 749739 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:16,341 : INFO : EPOCH 13 - PROGRESS: at 56.45% examples, 749808 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:17,343 : INFO : EPOCH 13 - PROGRESS: at 56.81% examples, 749824 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:18,346 : INFO : EPOCH 13 - PROGRESS: at 57.18% examples, 749876 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:19,352 : INFO : EPOCH 13 - PROGRESS: at 57.54% examples, 749886 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:20,357 : INFO : EPOCH 13 - PROGRESS: at 57.90% examples, 749909 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:21,371 : INFO : EPOCH 13 - PROGRESS: at 58.28% examples, 749868 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:21:22,381 : INFO : EPOCH 13 - PROGRESS: at 58.65% examples, 749860 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:21:23,389 : INFO : EPOCH 13 - PROGRESS: at 59.03% examples, 749883 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:24,399 : INFO : EPOCH 13 - PROGRESS: at 59.42% examples, 749906 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:25,406 : INFO : EPOCH 13 - PROGRESS: at 59.80% examples, 749911 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:26,414 : INFO : EPOCH 13 - PROGRESS: at 60.18% examples, 749921 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:27,424 : INFO : EPOCH 13 - PROGRESS: at 60.55% examples, 749897 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:28,424 : INFO : EPOCH 13 - PROGRESS: at 60.91% examples, 749886 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:21:29,440 : INFO : EPOCH 13 - PROGRESS: at 61.29% examples, 749866 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:30,447 : INFO : EPOCH 13 - PROGRESS: at 61.66% examples, 749833 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:21:31,462 : INFO : EPOCH 13 - PROGRESS: at 62.02% examples, 749873 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:21:32,468 : INFO : EPOCH 13 - PROGRESS: at 62.39% examples, 749882 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:33,469 : INFO : EPOCH 13 - PROGRESS: at 62.73% examples, 749858 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:34,471 : INFO : EPOCH 13 - PROGRESS: at 63.09% examples, 749950 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:35,476 : INFO : EPOCH 13 - PROGRESS: at 63.45% examples, 749898 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:36,490 : INFO : EPOCH 13 - PROGRESS: at 63.83% examples, 749931 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:37,498 : INFO : EPOCH 13 - PROGRESS: at 64.20% examples, 749934 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:38,502 : INFO : EPOCH 13 - PROGRESS: at 64.58% examples, 749904 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:39,510 : INFO : EPOCH 13 - PROGRESS: at 64.96% examples, 749946 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:40,517 : INFO : EPOCH 13 - PROGRESS: at 65.33% examples, 749939 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:41,527 : INFO : EPOCH 13 - PROGRESS: at 65.73% examples, 749902 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:42,528 : INFO : EPOCH 13 - PROGRESS: at 66.08% examples, 749974 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:43,543 : INFO : EPOCH 13 - PROGRESS: at 66.45% examples, 749959 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:44,543 : INFO : EPOCH 13 - PROGRESS: at 66.83% examples, 749977 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:21:45,552 : INFO : EPOCH 13 - PROGRESS: at 67.21% examples, 750010 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:46,554 : INFO : EPOCH 13 - PROGRESS: at 67.60% examples, 750007 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:47,555 : INFO : EPOCH 13 - PROGRESS: at 67.98% examples, 750044 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:48,555 : INFO : EPOCH 13 - PROGRESS: at 68.36% examples, 749989 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:49,581 : INFO : EPOCH 13 - PROGRESS: at 68.73% examples, 749991 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:50,584 : INFO : EPOCH 13 - PROGRESS: at 69.07% examples, 750015 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:51,591 : INFO : EPOCH 13 - PROGRESS: at 69.45% examples, 749969 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:52,592 : INFO : EPOCH 13 - PROGRESS: at 69.84% examples, 750040 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:53,600 : INFO : EPOCH 13 - PROGRESS: at 70.21% examples, 749972 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:54,611 : INFO : EPOCH 13 - PROGRESS: at 70.58% examples, 749925 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:55,619 : INFO : EPOCH 13 - PROGRESS: at 70.94% examples, 749940 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:56,627 : INFO : EPOCH 13 - PROGRESS: at 71.31% examples, 749962 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:57,629 : INFO : EPOCH 13 - PROGRESS: at 71.70% examples, 749936 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:58,639 : INFO : EPOCH 13 - PROGRESS: at 72.07% examples, 749919 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:21:59,643 : INFO : EPOCH 13 - PROGRESS: at 72.41% examples, 749963 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:00,650 : INFO : EPOCH 13 - PROGRESS: at 72.78% examples, 749979 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:01,651 : INFO : EPOCH 13 - PROGRESS: at 73.15% examples, 749917 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:02,651 : INFO : EPOCH 13 - PROGRESS: at 73.51% examples, 749897 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:03,651 : INFO : EPOCH 13 - PROGRESS: at 73.86% examples, 749906 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:04,666 : INFO : EPOCH 13 - PROGRESS: at 74.23% examples, 749887 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:05,674 : INFO : EPOCH 13 - PROGRESS: at 74.57% examples, 749910 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:06,686 : INFO : EPOCH 13 - PROGRESS: at 74.95% examples, 749899 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:07,706 : INFO : EPOCH 13 - PROGRESS: at 75.32% examples, 749890 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:08,706 : INFO : EPOCH 13 - PROGRESS: at 75.71% examples, 749888 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:09,714 : INFO : EPOCH 13 - PROGRESS: at 76.07% examples, 749870 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:10,723 : INFO : EPOCH 13 - PROGRESS: at 76.43% examples, 749975 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:11,735 : INFO : EPOCH 13 - PROGRESS: at 76.78% examples, 749954 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:12,746 : INFO : EPOCH 13 - PROGRESS: at 77.15% examples, 749971 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:13,748 : INFO : EPOCH 13 - PROGRESS: at 77.50% examples, 750001 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:14,757 : INFO : EPOCH 13 - PROGRESS: at 77.88% examples, 749989 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:15,762 : INFO : EPOCH 13 - PROGRESS: at 78.24% examples, 749972 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:16,764 : INFO : EPOCH 13 - PROGRESS: at 78.59% examples, 749986 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:17,767 : INFO : EPOCH 13 - PROGRESS: at 78.97% examples, 750013 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:22:18,774 : INFO : EPOCH 13 - PROGRESS: at 79.32% examples, 749840 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:19,780 : INFO : EPOCH 13 - PROGRESS: at 79.68% examples, 749571 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:20,788 : INFO : EPOCH 13 - PROGRESS: at 79.97% examples, 749175 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:21,789 : INFO : EPOCH 13 - PROGRESS: at 80.35% examples, 749193 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:22,804 : INFO : EPOCH 13 - PROGRESS: at 80.69% examples, 749167 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:22:23,833 : INFO : EPOCH 13 - PROGRESS: at 81.06% examples, 749220 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:24,836 : INFO : EPOCH 13 - PROGRESS: at 81.42% examples, 749264 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:25,838 : INFO : EPOCH 13 - PROGRESS: at 81.75% examples, 749278 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:26,849 : INFO : EPOCH 13 - PROGRESS: at 82.11% examples, 749292 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:27,850 : INFO : EPOCH 13 - PROGRESS: at 82.49% examples, 749248 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:28,865 : INFO : EPOCH 13 - PROGRESS: at 82.81% examples, 748964 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:29,870 : INFO : EPOCH 13 - PROGRESS: at 83.13% examples, 748713 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:30,875 : INFO : EPOCH 13 - PROGRESS: at 83.47% examples, 748411 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:22:31,877 : INFO : EPOCH 13 - PROGRESS: at 83.80% examples, 748106 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:32,879 : INFO : EPOCH 13 - PROGRESS: at 84.17% examples, 747813 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:33,891 : INFO : EPOCH 13 - PROGRESS: at 84.49% examples, 747508 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:34,898 : INFO : EPOCH 13 - PROGRESS: at 84.81% examples, 747255 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:35,899 : INFO : EPOCH 13 - PROGRESS: at 85.11% examples, 747027 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:36,910 : INFO : EPOCH 13 - PROGRESS: at 85.43% examples, 746734 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:22:37,913 : INFO : EPOCH 13 - PROGRESS: at 85.75% examples, 746482 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:38,917 : INFO : EPOCH 13 - PROGRESS: at 86.08% examples, 746233 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:39,918 : INFO : EPOCH 13 - PROGRESS: at 86.40% examples, 745911 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:40,938 : INFO : EPOCH 13 - PROGRESS: at 86.75% examples, 745612 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:41,943 : INFO : EPOCH 13 - PROGRESS: at 87.08% examples, 745383 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:42,948 : INFO : EPOCH 13 - PROGRESS: at 87.44% examples, 745112 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:43,961 : INFO : EPOCH 13 - PROGRESS: at 87.78% examples, 744859 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:44,977 : INFO : EPOCH 13 - PROGRESS: at 88.10% examples, 744584 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:45,980 : INFO : EPOCH 13 - PROGRESS: at 88.44% examples, 744350 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:46,991 : INFO : EPOCH 13 - PROGRESS: at 88.80% examples, 744139 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:47,991 : INFO : EPOCH 13 - PROGRESS: at 89.12% examples, 743907 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:49,014 : INFO : EPOCH 13 - PROGRESS: at 89.48% examples, 743567 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:50,015 : INFO : EPOCH 13 - PROGRESS: at 89.81% examples, 743383 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:51,017 : INFO : EPOCH 13 - PROGRESS: at 90.13% examples, 743122 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:52,028 : INFO : EPOCH 13 - PROGRESS: at 90.45% examples, 742884 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:53,042 : INFO : EPOCH 13 - PROGRESS: at 90.79% examples, 742682 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:54,055 : INFO : EPOCH 13 - PROGRESS: at 91.11% examples, 742487 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:55,058 : INFO : EPOCH 13 - PROGRESS: at 91.43% examples, 742280 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:56,078 : INFO : EPOCH 13 - PROGRESS: at 91.79% examples, 742039 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:57,084 : INFO : EPOCH 13 - PROGRESS: at 92.12% examples, 741829 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:58,088 : INFO : EPOCH 13 - PROGRESS: at 92.46% examples, 741584 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:22:59,102 : INFO : EPOCH 13 - PROGRESS: at 92.81% examples, 741342 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:00,108 : INFO : EPOCH 13 - PROGRESS: at 93.14% examples, 741137 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:01,123 : INFO : EPOCH 13 - PROGRESS: at 93.47% examples, 740885 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:23:02,128 : INFO : EPOCH 13 - PROGRESS: at 93.80% examples, 740651 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:03,132 : INFO : EPOCH 13 - PROGRESS: at 94.12% examples, 740461 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:04,135 : INFO : EPOCH 13 - PROGRESS: at 94.44% examples, 740236 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:05,146 : INFO : EPOCH 13 - PROGRESS: at 94.75% examples, 740047 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:06,154 : INFO : EPOCH 13 - PROGRESS: at 95.08% examples, 739810 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:07,154 : INFO : EPOCH 13 - PROGRESS: at 95.42% examples, 739621 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:08,165 : INFO : EPOCH 13 - PROGRESS: at 95.74% examples, 739458 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:09,171 : INFO : EPOCH 13 - PROGRESS: at 96.07% examples, 739262 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:10,183 : INFO : EPOCH 13 - PROGRESS: at 96.38% examples, 739040 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:23:11,194 : INFO : EPOCH 13 - PROGRESS: at 96.74% examples, 738867 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:23:12,208 : INFO : EPOCH 13 - PROGRESS: at 97.10% examples, 738601 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:13,213 : INFO : EPOCH 13 - PROGRESS: at 97.46% examples, 738400 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:14,219 : INFO : EPOCH 13 - PROGRESS: at 97.79% examples, 738247 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:15,224 : INFO : EPOCH 13 - PROGRESS: at 98.13% examples, 738005 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:16,226 : INFO : EPOCH 13 - PROGRESS: at 98.50% examples, 737802 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:23:17,246 : INFO : EPOCH 13 - PROGRESS: at 98.81% examples, 737564 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:23:18,253 : INFO : EPOCH 13 - PROGRESS: at 99.15% examples, 737405 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:19,267 : INFO : EPOCH 13 - PROGRESS: at 99.50% examples, 737208 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:20,294 : INFO : EPOCH 13 - PROGRESS: at 99.83% examples, 737013 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:20,755 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 17:23:20,763 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 17:23:20,778 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 17:23:20,788 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 17:23:20,789 : INFO : EPOCH - 13 : training on 266061151 raw words (206811684 effective words) took 280.6s, 736933 effective words/s
2020-07-23 17:23:21,799 : INFO : EPOCH 14 - PROGRESS: at 0.35% examples, 662027 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:22,805 : INFO : EPOCH 14 - PROGRESS: at 0.69% examples, 666826 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:23:23,819 : INFO : EPOCH 14 - PROGRESS: at 1.01% examples, 672993 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:24,833 : INFO : EPOCH 14 - PROGRESS: at 1.32% examples, 678202 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:25,835 : INFO : EPOCH 14 - PROGRESS: at 1.66% examples, 678589 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:26,839 : INFO : EPOCH 14 - PROGRESS: at 2.00% examples, 678259 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:27,840 : INFO : EPOCH 14 - PROGRESS: at 2.31% examples, 679809 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:28,842 : INFO : EPOCH 14 - PROGRESS: at 2.63% examples, 680448 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:29,845 : INFO : EPOCH 14 - PROGRESS: at 2.96% examples, 680583 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:30,861 : INFO : EPOCH 14 - PROGRESS: at 3.29% examples, 680460 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:31,865 : INFO : EPOCH 14 - PROGRESS: at 3.62% examples, 681958 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:32,879 : INFO : EPOCH 14 - PROGRESS: at 3.96% examples, 680750 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:33,892 : INFO : EPOCH 14 - PROGRESS: at 4.27% examples, 681462 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:34,907 : INFO : EPOCH 14 - PROGRESS: at 4.60% examples, 681921 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:35,918 : INFO : EPOCH 14 - PROGRESS: at 4.93% examples, 682141 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:36,936 : INFO : EPOCH 14 - PROGRESS: at 5.25% examples, 682237 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:37,943 : INFO : EPOCH 14 - PROGRESS: at 5.58% examples, 682553 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:38,955 : INFO : EPOCH 14 - PROGRESS: at 5.92% examples, 682557 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:39,958 : INFO : EPOCH 14 - PROGRESS: at 6.25% examples, 682632 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:40,971 : INFO : EPOCH 14 - PROGRESS: at 6.58% examples, 682955 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:41,989 : INFO : EPOCH 14 - PROGRESS: at 6.90% examples, 683420 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:43,000 : INFO : EPOCH 14 - PROGRESS: at 7.25% examples, 683265 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:44,009 : INFO : EPOCH 14 - PROGRESS: at 7.60% examples, 683048 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:45,013 : INFO : EPOCH 14 - PROGRESS: at 7.91% examples, 683128 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:46,015 : INFO : EPOCH 14 - PROGRESS: at 8.23% examples, 683294 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:47,028 : INFO : EPOCH 14 - PROGRESS: at 8.56% examples, 683441 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:48,053 : INFO : EPOCH 14 - PROGRESS: at 8.91% examples, 683572 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:49,070 : INFO : EPOCH 14 - PROGRESS: at 9.24% examples, 684050 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:50,071 : INFO : EPOCH 14 - PROGRESS: at 9.57% examples, 684135 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:51,081 : INFO : EPOCH 14 - PROGRESS: at 9.89% examples, 684371 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:52,086 : INFO : EPOCH 14 - PROGRESS: at 10.24% examples, 684530 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:53,091 : INFO : EPOCH 14 - PROGRESS: at 10.58% examples, 684807 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:54,092 : INFO : EPOCH 14 - PROGRESS: at 10.91% examples, 684729 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:55,100 : INFO : EPOCH 14 - PROGRESS: at 11.24% examples, 684752 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:56,103 : INFO : EPOCH 14 - PROGRESS: at 11.56% examples, 685002 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:57,105 : INFO : EPOCH 14 - PROGRESS: at 11.90% examples, 684860 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:58,106 : INFO : EPOCH 14 - PROGRESS: at 12.25% examples, 684589 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:23:59,124 : INFO : EPOCH 14 - PROGRESS: at 12.56% examples, 684410 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:00,125 : INFO : EPOCH 14 - PROGRESS: at 12.91% examples, 684523 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:01,146 : INFO : EPOCH 14 - PROGRESS: at 13.28% examples, 684375 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:02,166 : INFO : EPOCH 14 - PROGRESS: at 13.63% examples, 684421 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:03,171 : INFO : EPOCH 14 - PROGRESS: at 13.94% examples, 684479 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:04,192 : INFO : EPOCH 14 - PROGRESS: at 14.29% examples, 684358 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:05,203 : INFO : EPOCH 14 - PROGRESS: at 14.64% examples, 684522 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:24:06,207 : INFO : EPOCH 14 - PROGRESS: at 14.97% examples, 684507 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:07,215 : INFO : EPOCH 14 - PROGRESS: at 15.32% examples, 684218 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:08,222 : INFO : EPOCH 14 - PROGRESS: at 15.66% examples, 684210 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:09,231 : INFO : EPOCH 14 - PROGRESS: at 16.01% examples, 684121 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:10,231 : INFO : EPOCH 14 - PROGRESS: at 16.34% examples, 683895 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:11,238 : INFO : EPOCH 14 - PROGRESS: at 16.68% examples, 684001 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:12,250 : INFO : EPOCH 14 - PROGRESS: at 17.02% examples, 684001 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:13,252 : INFO : EPOCH 14 - PROGRESS: at 17.32% examples, 684109 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:14,262 : INFO : EPOCH 14 - PROGRESS: at 17.65% examples, 684227 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:15,265 : INFO : EPOCH 14 - PROGRESS: at 18.00% examples, 684277 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:24:16,266 : INFO : EPOCH 14 - PROGRESS: at 18.34% examples, 684286 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:17,272 : INFO : EPOCH 14 - PROGRESS: at 18.65% examples, 684218 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:18,284 : INFO : EPOCH 14 - PROGRESS: at 18.97% examples, 684125 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:19,293 : INFO : EPOCH 14 - PROGRESS: at 19.30% examples, 684064 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:20,298 : INFO : EPOCH 14 - PROGRESS: at 19.63% examples, 684151 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:24:21,328 : INFO : EPOCH 14 - PROGRESS: at 19.98% examples, 684033 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:22,331 : INFO : EPOCH 14 - PROGRESS: at 20.31% examples, 684060 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:23,338 : INFO : EPOCH 14 - PROGRESS: at 20.64% examples, 683836 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:24,355 : INFO : EPOCH 14 - PROGRESS: at 20.99% examples, 683868 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:25,363 : INFO : EPOCH 14 - PROGRESS: at 21.32% examples, 683864 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:26,382 : INFO : EPOCH 14 - PROGRESS: at 21.67% examples, 683972 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:27,399 : INFO : EPOCH 14 - PROGRESS: at 22.00% examples, 683969 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:28,407 : INFO : EPOCH 14 - PROGRESS: at 22.35% examples, 683922 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:29,418 : INFO : EPOCH 14 - PROGRESS: at 22.66% examples, 684225 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:30,427 : INFO : EPOCH 14 - PROGRESS: at 23.01% examples, 684254 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:24:31,429 : INFO : EPOCH 14 - PROGRESS: at 23.35% examples, 684306 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:32,432 : INFO : EPOCH 14 - PROGRESS: at 23.68% examples, 684372 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:33,435 : INFO : EPOCH 14 - PROGRESS: at 24.03% examples, 684328 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:24:34,447 : INFO : EPOCH 14 - PROGRESS: at 24.36% examples, 684407 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:35,462 : INFO : EPOCH 14 - PROGRESS: at 24.69% examples, 684550 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:24:36,469 : INFO : EPOCH 14 - PROGRESS: at 25.00% examples, 684505 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:37,470 : INFO : EPOCH 14 - PROGRESS: at 25.33% examples, 684622 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:38,483 : INFO : EPOCH 14 - PROGRESS: at 25.65% examples, 684512 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:24:39,491 : INFO : EPOCH 14 - PROGRESS: at 25.98% examples, 684574 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:40,502 : INFO : EPOCH 14 - PROGRESS: at 26.33% examples, 684681 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:41,513 : INFO : EPOCH 14 - PROGRESS: at 26.70% examples, 684531 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:42,520 : INFO : EPOCH 14 - PROGRESS: at 27.04% examples, 684464 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:43,521 : INFO : EPOCH 14 - PROGRESS: at 27.36% examples, 684505 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:44,524 : INFO : EPOCH 14 - PROGRESS: at 27.72% examples, 684479 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:45,530 : INFO : EPOCH 14 - PROGRESS: at 28.08% examples, 684295 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:46,534 : INFO : EPOCH 14 - PROGRESS: at 28.41% examples, 684405 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:47,549 : INFO : EPOCH 14 - PROGRESS: at 28.76% examples, 684178 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:48,570 : INFO : EPOCH 14 - PROGRESS: at 29.13% examples, 684191 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:49,572 : INFO : EPOCH 14 - PROGRESS: at 29.46% examples, 684321 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:50,591 : INFO : EPOCH 14 - PROGRESS: at 29.76% examples, 684314 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:51,591 : INFO : EPOCH 14 - PROGRESS: at 30.06% examples, 684510 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:52,593 : INFO : EPOCH 14 - PROGRESS: at 30.39% examples, 684570 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:53,601 : INFO : EPOCH 14 - PROGRESS: at 30.73% examples, 684469 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:54,617 : INFO : EPOCH 14 - PROGRESS: at 31.07% examples, 684465 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:55,625 : INFO : EPOCH 14 - PROGRESS: at 31.39% examples, 684371 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:56,636 : INFO : EPOCH 14 - PROGRESS: at 31.74% examples, 684426 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:24:57,647 : INFO : EPOCH 14 - PROGRESS: at 32.04% examples, 684534 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:58,648 : INFO : EPOCH 14 - PROGRESS: at 32.35% examples, 684407 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:24:59,651 : INFO : EPOCH 14 - PROGRESS: at 32.64% examples, 684238 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:00,657 : INFO : EPOCH 14 - PROGRESS: at 32.95% examples, 683298 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:01,662 : INFO : EPOCH 14 - PROGRESS: at 33.32% examples, 683469 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:25:02,662 : INFO : EPOCH 14 - PROGRESS: at 33.67% examples, 684198 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:03,662 : INFO : EPOCH 14 - PROGRESS: at 34.04% examples, 684915 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:04,666 : INFO : EPOCH 14 - PROGRESS: at 34.39% examples, 685623 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:05,669 : INFO : EPOCH 14 - PROGRESS: at 34.77% examples, 686231 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:06,673 : INFO : EPOCH 14 - PROGRESS: at 35.14% examples, 686845 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:07,692 : INFO : EPOCH 14 - PROGRESS: at 35.51% examples, 687436 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:08,695 : INFO : EPOCH 14 - PROGRESS: at 35.86% examples, 688215 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:09,699 : INFO : EPOCH 14 - PROGRESS: at 36.23% examples, 688782 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:10,700 : INFO : EPOCH 14 - PROGRESS: at 36.57% examples, 689322 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:11,712 : INFO : EPOCH 14 - PROGRESS: at 36.92% examples, 690056 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:12,716 : INFO : EPOCH 14 - PROGRESS: at 37.29% examples, 690636 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:13,733 : INFO : EPOCH 14 - PROGRESS: at 37.67% examples, 691263 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:14,743 : INFO : EPOCH 14 - PROGRESS: at 38.05% examples, 691891 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:15,744 : INFO : EPOCH 14 - PROGRESS: at 38.40% examples, 692545 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:16,748 : INFO : EPOCH 14 - PROGRESS: at 38.76% examples, 693068 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:17,751 : INFO : EPOCH 14 - PROGRESS: at 39.14% examples, 693540 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:18,757 : INFO : EPOCH 14 - PROGRESS: at 39.49% examples, 694002 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:19,758 : INFO : EPOCH 14 - PROGRESS: at 39.87% examples, 694530 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:20,765 : INFO : EPOCH 14 - PROGRESS: at 40.22% examples, 695056 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:25:21,776 : INFO : EPOCH 14 - PROGRESS: at 40.58% examples, 695657 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:22,782 : INFO : EPOCH 14 - PROGRESS: at 40.95% examples, 696039 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:23,794 : INFO : EPOCH 14 - PROGRESS: at 41.31% examples, 696517 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:24,796 : INFO : EPOCH 14 - PROGRESS: at 41.64% examples, 696988 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:25,801 : INFO : EPOCH 14 - PROGRESS: at 42.01% examples, 697500 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:26,807 : INFO : EPOCH 14 - PROGRESS: at 42.39% examples, 697944 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:27,812 : INFO : EPOCH 14 - PROGRESS: at 42.76% examples, 698362 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:28,814 : INFO : EPOCH 14 - PROGRESS: at 43.11% examples, 698889 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:29,821 : INFO : EPOCH 14 - PROGRESS: at 43.49% examples, 699273 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:30,824 : INFO : EPOCH 14 - PROGRESS: at 43.84% examples, 699651 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:31,829 : INFO : EPOCH 14 - PROGRESS: at 44.21% examples, 700111 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:32,836 : INFO : EPOCH 14 - PROGRESS: at 44.59% examples, 700472 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:33,838 : INFO : EPOCH 14 - PROGRESS: at 44.97% examples, 700784 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:34,852 : INFO : EPOCH 14 - PROGRESS: at 45.33% examples, 701152 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:35,854 : INFO : EPOCH 14 - PROGRESS: at 45.68% examples, 701691 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:36,857 : INFO : EPOCH 14 - PROGRESS: at 46.04% examples, 702047 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:25:37,864 : INFO : EPOCH 14 - PROGRESS: at 46.39% examples, 702448 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:38,869 : INFO : EPOCH 14 - PROGRESS: at 46.77% examples, 702829 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:39,884 : INFO : EPOCH 14 - PROGRESS: at 47.10% examples, 703187 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:40,884 : INFO : EPOCH 14 - PROGRESS: at 47.48% examples, 703641 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:41,885 : INFO : EPOCH 14 - PROGRESS: at 47.87% examples, 703980 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:42,893 : INFO : EPOCH 14 - PROGRESS: at 48.24% examples, 704331 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:43,914 : INFO : EPOCH 14 - PROGRESS: at 48.64% examples, 704554 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:44,935 : INFO : EPOCH 14 - PROGRESS: at 49.00% examples, 704900 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:45,944 : INFO : EPOCH 14 - PROGRESS: at 49.38% examples, 705283 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:46,948 : INFO : EPOCH 14 - PROGRESS: at 49.74% examples, 705595 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:47,952 : INFO : EPOCH 14 - PROGRESS: at 50.10% examples, 705963 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:48,968 : INFO : EPOCH 14 - PROGRESS: at 50.47% examples, 706300 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:49,970 : INFO : EPOCH 14 - PROGRESS: at 50.85% examples, 706617 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:50,970 : INFO : EPOCH 14 - PROGRESS: at 51.22% examples, 706917 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:51,970 : INFO : EPOCH 14 - PROGRESS: at 51.61% examples, 707235 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:52,973 : INFO : EPOCH 14 - PROGRESS: at 51.97% examples, 707544 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:53,975 : INFO : EPOCH 14 - PROGRESS: at 52.34% examples, 707863 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:54,976 : INFO : EPOCH 14 - PROGRESS: at 52.68% examples, 708221 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:25:55,980 : INFO : EPOCH 14 - PROGRESS: at 53.06% examples, 708428 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:56,992 : INFO : EPOCH 14 - PROGRESS: at 53.42% examples, 708710 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:57,995 : INFO : EPOCH 14 - PROGRESS: at 53.77% examples, 709069 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:25:59,002 : INFO : EPOCH 14 - PROGRESS: at 54.14% examples, 709357 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:00,004 : INFO : EPOCH 14 - PROGRESS: at 54.48% examples, 709666 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:01,004 : INFO : EPOCH 14 - PROGRESS: at 54.82% examples, 709893 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:02,016 : INFO : EPOCH 14 - PROGRESS: at 55.20% examples, 710130 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:03,029 : INFO : EPOCH 14 - PROGRESS: at 55.55% examples, 710385 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:26:04,030 : INFO : EPOCH 14 - PROGRESS: at 55.92% examples, 710730 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:05,041 : INFO : EPOCH 14 - PROGRESS: at 56.29% examples, 710925 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:26:06,041 : INFO : EPOCH 14 - PROGRESS: at 56.65% examples, 711231 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:07,049 : INFO : EPOCH 14 - PROGRESS: at 57.01% examples, 711450 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:08,050 : INFO : EPOCH 14 - PROGRESS: at 57.36% examples, 711699 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:09,051 : INFO : EPOCH 14 - PROGRESS: at 57.75% examples, 711996 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:10,056 : INFO : EPOCH 14 - PROGRESS: at 58.10% examples, 712216 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:11,057 : INFO : EPOCH 14 - PROGRESS: at 58.45% examples, 712003 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:12,063 : INFO : EPOCH 14 - PROGRESS: at 58.77% examples, 711846 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:26:13,067 : INFO : EPOCH 14 - PROGRESS: at 59.12% examples, 711705 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:14,080 : INFO : EPOCH 14 - PROGRESS: at 59.48% examples, 711517 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:15,087 : INFO : EPOCH 14 - PROGRESS: at 59.83% examples, 711334 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:16,093 : INFO : EPOCH 14 - PROGRESS: at 60.17% examples, 711194 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:17,097 : INFO : EPOCH 14 - PROGRESS: at 60.51% examples, 710995 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:18,107 : INFO : EPOCH 14 - PROGRESS: at 60.84% examples, 710837 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:19,110 : INFO : EPOCH 14 - PROGRESS: at 61.18% examples, 710688 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:20,124 : INFO : EPOCH 14 - PROGRESS: at 61.54% examples, 710534 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:21,134 : INFO : EPOCH 14 - PROGRESS: at 61.85% examples, 710398 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:26:22,137 : INFO : EPOCH 14 - PROGRESS: at 62.18% examples, 710264 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:23,140 : INFO : EPOCH 14 - PROGRESS: at 62.53% examples, 710093 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:24,142 : INFO : EPOCH 14 - PROGRESS: at 62.83% examples, 709967 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:26:25,147 : INFO : EPOCH 14 - PROGRESS: at 63.17% examples, 709858 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:26,149 : INFO : EPOCH 14 - PROGRESS: at 63.48% examples, 709715 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:27,160 : INFO : EPOCH 14 - PROGRESS: at 63.83% examples, 709596 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:28,167 : INFO : EPOCH 14 - PROGRESS: at 64.17% examples, 709488 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:29,178 : INFO : EPOCH 14 - PROGRESS: at 64.51% examples, 709285 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:30,178 : INFO : EPOCH 14 - PROGRESS: at 64.86% examples, 709142 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:31,181 : INFO : EPOCH 14 - PROGRESS: at 65.21% examples, 709035 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:32,189 : INFO : EPOCH 14 - PROGRESS: at 65.55% examples, 708842 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:33,206 : INFO : EPOCH 14 - PROGRESS: at 65.89% examples, 708726 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:34,212 : INFO : EPOCH 14 - PROGRESS: at 66.21% examples, 708660 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:35,213 : INFO : EPOCH 14 - PROGRESS: at 66.55% examples, 708530 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:36,236 : INFO : EPOCH 14 - PROGRESS: at 66.91% examples, 708379 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:37,237 : INFO : EPOCH 14 - PROGRESS: at 67.26% examples, 708295 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:38,239 : INFO : EPOCH 14 - PROGRESS: at 67.60% examples, 708188 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:39,250 : INFO : EPOCH 14 - PROGRESS: at 67.96% examples, 708091 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:40,259 : INFO : EPOCH 14 - PROGRESS: at 68.30% examples, 707925 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:41,265 : INFO : EPOCH 14 - PROGRESS: at 68.65% examples, 707804 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:42,269 : INFO : EPOCH 14 - PROGRESS: at 68.96% examples, 707735 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:43,274 : INFO : EPOCH 14 - PROGRESS: at 69.30% examples, 707575 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:44,295 : INFO : EPOCH 14 - PROGRESS: at 69.65% examples, 707484 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:45,304 : INFO : EPOCH 14 - PROGRESS: at 70.00% examples, 707359 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:46,318 : INFO : EPOCH 14 - PROGRESS: at 70.35% examples, 707242 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:47,319 : INFO : EPOCH 14 - PROGRESS: at 70.68% examples, 707145 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:48,322 : INFO : EPOCH 14 - PROGRESS: at 71.01% examples, 707028 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:49,326 : INFO : EPOCH 14 - PROGRESS: at 71.35% examples, 706902 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:50,331 : INFO : EPOCH 14 - PROGRESS: at 71.69% examples, 706775 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:51,337 : INFO : EPOCH 14 - PROGRESS: at 72.03% examples, 706677 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:52,350 : INFO : EPOCH 14 - PROGRESS: at 72.35% examples, 706562 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:53,351 : INFO : EPOCH 14 - PROGRESS: at 72.68% examples, 706417 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:54,352 : INFO : EPOCH 14 - PROGRESS: at 73.01% examples, 706277 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:55,354 : INFO : EPOCH 14 - PROGRESS: at 73.35% examples, 706183 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:56,365 : INFO : EPOCH 14 - PROGRESS: at 73.68% examples, 706078 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:57,372 : INFO : EPOCH 14 - PROGRESS: at 74.02% examples, 705984 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:58,379 : INFO : EPOCH 14 - PROGRESS: at 74.33% examples, 705932 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:26:59,389 : INFO : EPOCH 14 - PROGRESS: at 74.64% examples, 705815 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:00,405 : INFO : EPOCH 14 - PROGRESS: at 75.00% examples, 705695 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:01,410 : INFO : EPOCH 14 - PROGRESS: at 75.33% examples, 705610 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:02,421 : INFO : EPOCH 14 - PROGRESS: at 75.68% examples, 705470 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:03,422 : INFO : EPOCH 14 - PROGRESS: at 76.02% examples, 705345 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:04,443 : INFO : EPOCH 14 - PROGRESS: at 76.34% examples, 705265 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:05,446 : INFO : EPOCH 14 - PROGRESS: at 76.66% examples, 705208 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:06,447 : INFO : EPOCH 14 - PROGRESS: at 76.98% examples, 705102 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:07,473 : INFO : EPOCH 14 - PROGRESS: at 77.32% examples, 704970 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:27:08,479 : INFO : EPOCH 14 - PROGRESS: at 77.64% examples, 704893 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:09,495 : INFO : EPOCH 14 - PROGRESS: at 77.99% examples, 704808 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:10,495 : INFO : EPOCH 14 - PROGRESS: at 78.31% examples, 704749 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:11,505 : INFO : EPOCH 14 - PROGRESS: at 78.64% examples, 704648 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:27:12,522 : INFO : EPOCH 14 - PROGRESS: at 78.99% examples, 704557 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:13,526 : INFO : EPOCH 14 - PROGRESS: at 79.33% examples, 704486 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:14,531 : INFO : EPOCH 14 - PROGRESS: at 79.69% examples, 704361 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:15,538 : INFO : EPOCH 14 - PROGRESS: at 79.99% examples, 704279 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:16,555 : INFO : EPOCH 14 - PROGRESS: at 80.33% examples, 704173 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:17,562 : INFO : EPOCH 14 - PROGRESS: at 80.65% examples, 704086 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:18,580 : INFO : EPOCH 14 - PROGRESS: at 80.98% examples, 704031 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:19,585 : INFO : EPOCH 14 - PROGRESS: at 81.29% examples, 704030 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:20,588 : INFO : EPOCH 14 - PROGRESS: at 81.61% examples, 703957 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:21,591 : INFO : EPOCH 14 - PROGRESS: at 81.93% examples, 703884 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:27:22,598 : INFO : EPOCH 14 - PROGRESS: at 82.28% examples, 703761 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:23,613 : INFO : EPOCH 14 - PROGRESS: at 82.62% examples, 703711 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:24,626 : INFO : EPOCH 14 - PROGRESS: at 82.95% examples, 703603 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:27:25,634 : INFO : EPOCH 14 - PROGRESS: at 83.26% examples, 703577 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:26,641 : INFO : EPOCH 14 - PROGRESS: at 83.61% examples, 703506 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:27,655 : INFO : EPOCH 14 - PROGRESS: at 83.97% examples, 703388 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:28,673 : INFO : EPOCH 14 - PROGRESS: at 84.31% examples, 703275 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:27:29,673 : INFO : EPOCH 14 - PROGRESS: at 84.64% examples, 703226 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:30,682 : INFO : EPOCH 14 - PROGRESS: at 84.94% examples, 703168 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:31,683 : INFO : EPOCH 14 - PROGRESS: at 85.25% examples, 703111 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:32,688 : INFO : EPOCH 14 - PROGRESS: at 85.56% examples, 703015 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:33,697 : INFO : EPOCH 14 - PROGRESS: at 85.88% examples, 702940 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:34,700 : INFO : EPOCH 14 - PROGRESS: at 86.22% examples, 702860 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:35,708 : INFO : EPOCH 14 - PROGRESS: at 86.55% examples, 702785 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:36,717 : INFO : EPOCH 14 - PROGRESS: at 86.89% examples, 702693 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:37,719 : INFO : EPOCH 14 - PROGRESS: at 87.24% examples, 702648 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:38,721 : INFO : EPOCH 14 - PROGRESS: at 87.56% examples, 702451 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:39,723 : INFO : EPOCH 14 - PROGRESS: at 87.89% examples, 702223 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:40,729 : INFO : EPOCH 14 - PROGRESS: at 88.17% examples, 701830 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:41,740 : INFO : EPOCH 14 - PROGRESS: at 88.56% examples, 702012 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:42,746 : INFO : EPOCH 14 - PROGRESS: at 88.94% examples, 702211 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:43,749 : INFO : EPOCH 14 - PROGRESS: at 89.30% examples, 702385 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:44,755 : INFO : EPOCH 14 - PROGRESS: at 89.66% examples, 702595 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:45,756 : INFO : EPOCH 14 - PROGRESS: at 90.04% examples, 702781 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:46,760 : INFO : EPOCH 14 - PROGRESS: at 90.37% examples, 702948 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:47,781 : INFO : EPOCH 14 - PROGRESS: at 90.75% examples, 703137 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:48,793 : INFO : EPOCH 14 - PROGRESS: at 91.10% examples, 703340 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:49,808 : INFO : EPOCH 14 - PROGRESS: at 91.46% examples, 703513 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:50,817 : INFO : EPOCH 14 - PROGRESS: at 91.83% examples, 703681 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:51,826 : INFO : EPOCH 14 - PROGRESS: at 92.19% examples, 703861 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:52,838 : INFO : EPOCH 14 - PROGRESS: at 92.59% examples, 704050 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:53,849 : INFO : EPOCH 14 - PROGRESS: at 92.96% examples, 704200 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:27:54,850 : INFO : EPOCH 14 - PROGRESS: at 93.31% examples, 704413 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:55,854 : INFO : EPOCH 14 - PROGRESS: at 93.68% examples, 704574 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:56,855 : INFO : EPOCH 14 - PROGRESS: at 94.03% examples, 704727 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:57,863 : INFO : EPOCH 14 - PROGRESS: at 94.39% examples, 704896 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:58,865 : INFO : EPOCH 14 - PROGRESS: at 94.72% examples, 705084 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:27:59,871 : INFO : EPOCH 14 - PROGRESS: at 95.09% examples, 705249 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:00,872 : INFO : EPOCH 14 - PROGRESS: at 95.46% examples, 705403 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:01,883 : INFO : EPOCH 14 - PROGRESS: at 95.82% examples, 705575 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:02,899 : INFO : EPOCH 14 - PROGRESS: at 96.16% examples, 705755 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:03,903 : INFO : EPOCH 14 - PROGRESS: at 96.52% examples, 705954 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:04,907 : INFO : EPOCH 14 - PROGRESS: at 96.93% examples, 706112 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:05,915 : INFO : EPOCH 14 - PROGRESS: at 97.33% examples, 706277 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:06,925 : INFO : EPOCH 14 - PROGRESS: at 97.70% examples, 706449 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:07,925 : INFO : EPOCH 14 - PROGRESS: at 98.07% examples, 706598 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:08,930 : INFO : EPOCH 14 - PROGRESS: at 98.47% examples, 706715 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:09,934 : INFO : EPOCH 14 - PROGRESS: at 98.83% examples, 706890 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:10,935 : INFO : EPOCH 14 - PROGRESS: at 99.18% examples, 707025 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:11,935 : INFO : EPOCH 14 - PROGRESS: at 99.55% examples, 707187 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:28:12,942 : INFO : EPOCH 14 - PROGRESS: at 99.92% examples, 707346 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:13,135 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 17:28:13,139 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 17:28:13,143 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 17:28:13,159 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 17:28:13,160 : INFO : EPOCH - 14 : training on 266061151 raw words (206814396 effective words) took 292.4s, 707377 effective words/s
2020-07-23 17:28:14,166 : INFO : EPOCH 15 - PROGRESS: at 0.39% examples, 743791 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:15,169 : INFO : EPOCH 15 - PROGRESS: at 0.76% examples, 748429 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:16,177 : INFO : EPOCH 15 - PROGRESS: at 1.10% examples, 749519 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:17,188 : INFO : EPOCH 15 - PROGRESS: at 1.45% examples, 748970 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:18,190 : INFO : EPOCH 15 - PROGRESS: at 1.83% examples, 750132 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:19,195 : INFO : EPOCH 15 - PROGRESS: at 2.18% examples, 749271 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:28:20,200 : INFO : EPOCH 15 - PROGRESS: at 2.52% examples, 745720 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:21,202 : INFO : EPOCH 15 - PROGRESS: at 2.86% examples, 737910 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:22,206 : INFO : EPOCH 15 - PROGRESS: at 3.18% examples, 732214 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:23,223 : INFO : EPOCH 15 - PROGRESS: at 3.49% examples, 727232 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:24,233 : INFO : EPOCH 15 - PROGRESS: at 3.84% examples, 722603 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:28:25,256 : INFO : EPOCH 15 - PROGRESS: at 4.16% examples, 719633 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:26,269 : INFO : EPOCH 15 - PROGRESS: at 4.48% examples, 717167 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:27,277 : INFO : EPOCH 15 - PROGRESS: at 4.80% examples, 714638 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:28,286 : INFO : EPOCH 15 - PROGRESS: at 5.14% examples, 712441 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:29,295 : INFO : EPOCH 15 - PROGRESS: at 5.45% examples, 710537 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:30,302 : INFO : EPOCH 15 - PROGRESS: at 5.82% examples, 709176 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:31,305 : INFO : EPOCH 15 - PROGRESS: at 6.13% examples, 707976 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:32,308 : INFO : EPOCH 15 - PROGRESS: at 6.46% examples, 706894 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:33,314 : INFO : EPOCH 15 - PROGRESS: at 6.78% examples, 706033 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:34,315 : INFO : EPOCH 15 - PROGRESS: at 7.11% examples, 705122 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:35,318 : INFO : EPOCH 15 - PROGRESS: at 7.46% examples, 703787 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:36,331 : INFO : EPOCH 15 - PROGRESS: at 7.79% examples, 702738 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:37,355 : INFO : EPOCH 15 - PROGRESS: at 8.11% examples, 701740 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:38,357 : INFO : EPOCH 15 - PROGRESS: at 8.43% examples, 701189 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:39,362 : INFO : EPOCH 15 - PROGRESS: at 8.77% examples, 700376 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:40,371 : INFO : EPOCH 15 - PROGRESS: at 9.08% examples, 699913 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:41,386 : INFO : EPOCH 15 - PROGRESS: at 9.44% examples, 699301 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:42,390 : INFO : EPOCH 15 - PROGRESS: at 9.74% examples, 699073 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:43,399 : INFO : EPOCH 15 - PROGRESS: at 10.09% examples, 698602 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:44,401 : INFO : EPOCH 15 - PROGRESS: at 10.44% examples, 698168 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:45,420 : INFO : EPOCH 15 - PROGRESS: at 10.77% examples, 697856 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:28:46,420 : INFO : EPOCH 15 - PROGRESS: at 11.11% examples, 697667 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:47,427 : INFO : EPOCH 15 - PROGRESS: at 11.43% examples, 697362 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:48,430 : INFO : EPOCH 15 - PROGRESS: at 11.74% examples, 696858 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:49,432 : INFO : EPOCH 15 - PROGRESS: at 12.10% examples, 696548 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:50,441 : INFO : EPOCH 15 - PROGRESS: at 12.43% examples, 696014 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:51,443 : INFO : EPOCH 15 - PROGRESS: at 12.76% examples, 695750 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:52,446 : INFO : EPOCH 15 - PROGRESS: at 13.11% examples, 695364 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:53,457 : INFO : EPOCH 15 - PROGRESS: at 13.46% examples, 695126 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:28:54,458 : INFO : EPOCH 15 - PROGRESS: at 13.78% examples, 694641 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:55,482 : INFO : EPOCH 15 - PROGRESS: at 14.13% examples, 694414 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:56,488 : INFO : EPOCH 15 - PROGRESS: at 14.47% examples, 694170 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:57,498 : INFO : EPOCH 15 - PROGRESS: at 14.82% examples, 693819 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:58,500 : INFO : EPOCH 15 - PROGRESS: at 15.15% examples, 693839 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:28:59,503 : INFO : EPOCH 15 - PROGRESS: at 15.50% examples, 693238 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:00,507 : INFO : EPOCH 15 - PROGRESS: at 15.84% examples, 693014 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:01,519 : INFO : EPOCH 15 - PROGRESS: at 16.18% examples, 692829 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:02,534 : INFO : EPOCH 15 - PROGRESS: at 16.53% examples, 692518 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:03,546 : INFO : EPOCH 15 - PROGRESS: at 16.87% examples, 692314 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:04,552 : INFO : EPOCH 15 - PROGRESS: at 17.18% examples, 692388 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:05,559 : INFO : EPOCH 15 - PROGRESS: at 17.52% examples, 692421 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:06,569 : INFO : EPOCH 15 - PROGRESS: at 17.84% examples, 692356 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:07,570 : INFO : EPOCH 15 - PROGRESS: at 18.18% examples, 692053 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:08,582 : INFO : EPOCH 15 - PROGRESS: at 18.52% examples, 692103 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:09,586 : INFO : EPOCH 15 - PROGRESS: at 18.84% examples, 691969 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:10,592 : INFO : EPOCH 15 - PROGRESS: at 19.16% examples, 691897 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:11,593 : INFO : EPOCH 15 - PROGRESS: at 19.49% examples, 691621 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:29:12,598 : INFO : EPOCH 15 - PROGRESS: at 19.82% examples, 691767 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:13,598 : INFO : EPOCH 15 - PROGRESS: at 20.17% examples, 691678 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:14,607 : INFO : EPOCH 15 - PROGRESS: at 20.49% examples, 691585 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:15,608 : INFO : EPOCH 15 - PROGRESS: at 20.84% examples, 691331 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:16,609 : INFO : EPOCH 15 - PROGRESS: at 21.19% examples, 691263 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:17,618 : INFO : EPOCH 15 - PROGRESS: at 21.52% examples, 691216 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:18,620 : INFO : EPOCH 15 - PROGRESS: at 21.84% examples, 691045 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:19,626 : INFO : EPOCH 15 - PROGRESS: at 22.19% examples, 690915 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:20,634 : INFO : EPOCH 15 - PROGRESS: at 22.51% examples, 690909 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:29:21,642 : INFO : EPOCH 15 - PROGRESS: at 22.85% examples, 690895 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:22,647 : INFO : EPOCH 15 - PROGRESS: at 23.18% examples, 690849 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:23,651 : INFO : EPOCH 15 - PROGRESS: at 23.50% examples, 690710 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:24,657 : INFO : EPOCH 15 - PROGRESS: at 23.86% examples, 690784 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:25,662 : INFO : EPOCH 15 - PROGRESS: at 24.19% examples, 690728 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:26,663 : INFO : EPOCH 15 - PROGRESS: at 24.52% examples, 690622 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:27,676 : INFO : EPOCH 15 - PROGRESS: at 24.85% examples, 690600 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:28,680 : INFO : EPOCH 15 - PROGRESS: at 25.17% examples, 690632 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:29,680 : INFO : EPOCH 15 - PROGRESS: at 25.50% examples, 690590 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:29:30,681 : INFO : EPOCH 15 - PROGRESS: at 25.81% examples, 690603 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:31,699 : INFO : EPOCH 15 - PROGRESS: at 26.16% examples, 690510 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:29:32,703 : INFO : EPOCH 15 - PROGRESS: at 26.52% examples, 690447 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:33,722 : INFO : EPOCH 15 - PROGRESS: at 26.88% examples, 690408 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:29:34,726 : INFO : EPOCH 15 - PROGRESS: at 27.21% examples, 690299 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:35,727 : INFO : EPOCH 15 - PROGRESS: at 27.55% examples, 690220 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:29:36,731 : INFO : EPOCH 15 - PROGRESS: at 27.91% examples, 690187 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:37,731 : INFO : EPOCH 15 - PROGRESS: at 28.26% examples, 690049 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:38,749 : INFO : EPOCH 15 - PROGRESS: at 28.59% examples, 689823 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:39,750 : INFO : EPOCH 15 - PROGRESS: at 28.95% examples, 689807 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:40,751 : INFO : EPOCH 15 - PROGRESS: at 29.29% examples, 689779 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:41,762 : INFO : EPOCH 15 - PROGRESS: at 29.63% examples, 689688 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:42,774 : INFO : EPOCH 15 - PROGRESS: at 29.92% examples, 689636 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:43,786 : INFO : EPOCH 15 - PROGRESS: at 30.24% examples, 689634 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:44,790 : INFO : EPOCH 15 - PROGRESS: at 30.55% examples, 689795 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:45,794 : INFO : EPOCH 15 - PROGRESS: at 30.89% examples, 689607 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:46,806 : INFO : EPOCH 15 - PROGRESS: at 31.24% examples, 689500 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:47,815 : INFO : EPOCH 15 - PROGRESS: at 31.58% examples, 689534 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:48,816 : INFO : EPOCH 15 - PROGRESS: at 31.90% examples, 689664 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:49,820 : INFO : EPOCH 15 - PROGRESS: at 32.19% examples, 689621 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:50,820 : INFO : EPOCH 15 - PROGRESS: at 32.52% examples, 689668 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:51,820 : INFO : EPOCH 15 - PROGRESS: at 32.85% examples, 689651 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:52,828 : INFO : EPOCH 15 - PROGRESS: at 33.20% examples, 689586 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:53,840 : INFO : EPOCH 15 - PROGRESS: at 33.53% examples, 689573 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:54,845 : INFO : EPOCH 15 - PROGRESS: at 33.88% examples, 689589 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:55,847 : INFO : EPOCH 15 - PROGRESS: at 34.20% examples, 689698 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:56,849 : INFO : EPOCH 15 - PROGRESS: at 34.54% examples, 689592 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:57,857 : INFO : EPOCH 15 - PROGRESS: at 34.88% examples, 689548 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:58,858 : INFO : EPOCH 15 - PROGRESS: at 35.21% examples, 689555 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:29:59,861 : INFO : EPOCH 15 - PROGRESS: at 35.55% examples, 689459 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:00,868 : INFO : EPOCH 15 - PROGRESS: at 35.85% examples, 689425 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:01,869 : INFO : EPOCH 15 - PROGRESS: at 36.19% examples, 689392 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:02,883 : INFO : EPOCH 15 - PROGRESS: at 36.51% examples, 689410 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:03,911 : INFO : EPOCH 15 - PROGRESS: at 36.83% examples, 689412 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:04,914 : INFO : EPOCH 15 - PROGRESS: at 37.16% examples, 689393 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:05,927 : INFO : EPOCH 15 - PROGRESS: at 37.51% examples, 689317 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:06,944 : INFO : EPOCH 15 - PROGRESS: at 37.86% examples, 689263 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:30:07,951 : INFO : EPOCH 15 - PROGRESS: at 38.18% examples, 689305 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:08,961 : INFO : EPOCH 15 - PROGRESS: at 38.51% examples, 689307 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:09,961 : INFO : EPOCH 15 - PROGRESS: at 38.82% examples, 689348 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:30:10,964 : INFO : EPOCH 15 - PROGRESS: at 39.18% examples, 689333 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:11,969 : INFO : EPOCH 15 - PROGRESS: at 39.50% examples, 689206 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:12,978 : INFO : EPOCH 15 - PROGRESS: at 39.84% examples, 689128 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:14,000 : INFO : EPOCH 15 - PROGRESS: at 40.17% examples, 689161 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:30:15,003 : INFO : EPOCH 15 - PROGRESS: at 40.49% examples, 689207 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:16,014 : INFO : EPOCH 15 - PROGRESS: at 40.83% examples, 689124 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:30:17,023 : INFO : EPOCH 15 - PROGRESS: at 41.16% examples, 689101 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:30:18,035 : INFO : EPOCH 15 - PROGRESS: at 41.46% examples, 689038 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:19,044 : INFO : EPOCH 15 - PROGRESS: at 41.77% examples, 688785 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:20,046 : INFO : EPOCH 15 - PROGRESS: at 42.08% examples, 688445 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:30:21,047 : INFO : EPOCH 15 - PROGRESS: at 42.42% examples, 688086 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:22,049 : INFO : EPOCH 15 - PROGRESS: at 42.78% examples, 688617 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:30:23,051 : INFO : EPOCH 15 - PROGRESS: at 43.12% examples, 689071 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:24,055 : INFO : EPOCH 15 - PROGRESS: at 43.49% examples, 689458 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:25,057 : INFO : EPOCH 15 - PROGRESS: at 43.85% examples, 689927 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:26,066 : INFO : EPOCH 15 - PROGRESS: at 44.21% examples, 690326 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:27,071 : INFO : EPOCH 15 - PROGRESS: at 44.59% examples, 690817 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:28,071 : INFO : EPOCH 15 - PROGRESS: at 44.98% examples, 691266 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:29,073 : INFO : EPOCH 15 - PROGRESS: at 45.34% examples, 691698 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:30,092 : INFO : EPOCH 15 - PROGRESS: at 45.69% examples, 692210 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:31,094 : INFO : EPOCH 15 - PROGRESS: at 46.05% examples, 692690 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:32,109 : INFO : EPOCH 15 - PROGRESS: at 46.39% examples, 693133 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:33,112 : INFO : EPOCH 15 - PROGRESS: at 46.77% examples, 693572 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:34,136 : INFO : EPOCH 15 - PROGRESS: at 47.12% examples, 694050 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:35,161 : INFO : EPOCH 15 - PROGRESS: at 47.49% examples, 694470 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:36,162 : INFO : EPOCH 15 - PROGRESS: at 47.89% examples, 694927 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:37,172 : INFO : EPOCH 15 - PROGRESS: at 48.26% examples, 695300 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:38,184 : INFO : EPOCH 15 - PROGRESS: at 48.67% examples, 695702 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:39,200 : INFO : EPOCH 15 - PROGRESS: at 49.02% examples, 696041 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:30:40,205 : INFO : EPOCH 15 - PROGRESS: at 49.40% examples, 696455 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:41,207 : INFO : EPOCH 15 - PROGRESS: at 49.75% examples, 696868 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:42,208 : INFO : EPOCH 15 - PROGRESS: at 50.12% examples, 697247 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:30:43,210 : INFO : EPOCH 15 - PROGRESS: at 50.48% examples, 697655 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:44,219 : INFO : EPOCH 15 - PROGRESS: at 50.86% examples, 698018 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:45,224 : INFO : EPOCH 15 - PROGRESS: at 51.23% examples, 698331 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:46,225 : INFO : EPOCH 15 - PROGRESS: at 51.63% examples, 698725 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:30:47,231 : INFO : EPOCH 15 - PROGRESS: at 51.98% examples, 699086 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:48,243 : INFO : EPOCH 15 - PROGRESS: at 52.35% examples, 699429 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:49,262 : INFO : EPOCH 15 - PROGRESS: at 52.70% examples, 699800 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:50,267 : INFO : EPOCH 15 - PROGRESS: at 53.08% examples, 700155 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:51,280 : INFO : EPOCH 15 - PROGRESS: at 53.45% examples, 700528 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:52,288 : INFO : EPOCH 15 - PROGRESS: at 53.80% examples, 700864 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:53,292 : INFO : EPOCH 15 - PROGRESS: at 54.15% examples, 701206 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:54,311 : INFO : EPOCH 15 - PROGRESS: at 54.51% examples, 701599 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:30:55,328 : INFO : EPOCH 15 - PROGRESS: at 54.86% examples, 701899 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:56,339 : INFO : EPOCH 15 - PROGRESS: at 55.24% examples, 702226 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:30:57,342 : INFO : EPOCH 15 - PROGRESS: at 55.59% examples, 702548 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:58,344 : INFO : EPOCH 15 - PROGRESS: at 55.96% examples, 702840 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:30:59,346 : INFO : EPOCH 15 - PROGRESS: at 56.33% examples, 703228 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:00,358 : INFO : EPOCH 15 - PROGRESS: at 56.68% examples, 703424 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:01,363 : INFO : EPOCH 15 - PROGRESS: at 57.05% examples, 703702 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:02,371 : INFO : EPOCH 15 - PROGRESS: at 57.41% examples, 704045 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:03,387 : INFO : EPOCH 15 - PROGRESS: at 57.80% examples, 704364 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:04,391 : INFO : EPOCH 15 - PROGRESS: at 58.15% examples, 704667 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:05,405 : INFO : EPOCH 15 - PROGRESS: at 58.54% examples, 704920 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:31:06,407 : INFO : EPOCH 15 - PROGRESS: at 58.90% examples, 705243 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:07,413 : INFO : EPOCH 15 - PROGRESS: at 59.29% examples, 705484 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:08,423 : INFO : EPOCH 15 - PROGRESS: at 59.68% examples, 705713 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:09,423 : INFO : EPOCH 15 - PROGRESS: at 60.05% examples, 706034 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:31:10,432 : INFO : EPOCH 15 - PROGRESS: at 60.43% examples, 706290 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:31:11,445 : INFO : EPOCH 15 - PROGRESS: at 60.80% examples, 706548 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:12,450 : INFO : EPOCH 15 - PROGRESS: at 61.18% examples, 706829 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:13,470 : INFO : EPOCH 15 - PROGRESS: at 61.57% examples, 707038 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:14,487 : INFO : EPOCH 15 - PROGRESS: at 61.93% examples, 707349 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:15,488 : INFO : EPOCH 15 - PROGRESS: at 62.29% examples, 707626 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:16,490 : INFO : EPOCH 15 - PROGRESS: at 62.66% examples, 707806 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:17,495 : INFO : EPOCH 15 - PROGRESS: at 63.00% examples, 708133 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:31:18,504 : INFO : EPOCH 15 - PROGRESS: at 63.36% examples, 708401 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:19,508 : INFO : EPOCH 15 - PROGRESS: at 63.73% examples, 708634 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:20,512 : INFO : EPOCH 15 - PROGRESS: at 64.10% examples, 708872 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:31:21,533 : INFO : EPOCH 15 - PROGRESS: at 64.48% examples, 709040 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:22,537 : INFO : EPOCH 15 - PROGRESS: at 64.86% examples, 709288 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:23,541 : INFO : EPOCH 15 - PROGRESS: at 65.25% examples, 709560 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:24,546 : INFO : EPOCH 15 - PROGRESS: at 65.63% examples, 709816 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:25,562 : INFO : EPOCH 15 - PROGRESS: at 66.00% examples, 710084 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:26,563 : INFO : EPOCH 15 - PROGRESS: at 66.37% examples, 710277 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:27,569 : INFO : EPOCH 15 - PROGRESS: at 66.75% examples, 710516 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:31:28,571 : INFO : EPOCH 15 - PROGRESS: at 67.13% examples, 710764 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:29,592 : INFO : EPOCH 15 - PROGRESS: at 67.51% examples, 710987 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:31:30,609 : INFO : EPOCH 15 - PROGRESS: at 67.91% examples, 711222 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:31,615 : INFO : EPOCH 15 - PROGRESS: at 68.28% examples, 711431 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:32,620 : INFO : EPOCH 15 - PROGRESS: at 68.66% examples, 711600 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:33,635 : INFO : EPOCH 15 - PROGRESS: at 69.01% examples, 711851 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:34,647 : INFO : EPOCH 15 - PROGRESS: at 69.39% examples, 712019 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:35,649 : INFO : EPOCH 15 - PROGRESS: at 69.78% examples, 712234 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:36,655 : INFO : EPOCH 15 - PROGRESS: at 70.16% examples, 712456 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:31:37,658 : INFO : EPOCH 15 - PROGRESS: at 70.52% examples, 712643 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:38,659 : INFO : EPOCH 15 - PROGRESS: at 70.89% examples, 712858 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:39,665 : INFO : EPOCH 15 - PROGRESS: at 71.26% examples, 713091 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:40,677 : INFO : EPOCH 15 - PROGRESS: at 71.65% examples, 713270 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:41,678 : INFO : EPOCH 15 - PROGRESS: at 72.02% examples, 713504 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:42,683 : INFO : EPOCH 15 - PROGRESS: at 72.37% examples, 713685 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:43,689 : INFO : EPOCH 15 - PROGRESS: at 72.75% examples, 713849 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:44,690 : INFO : EPOCH 15 - PROGRESS: at 73.11% examples, 714056 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:45,698 : INFO : EPOCH 15 - PROGRESS: at 73.48% examples, 714229 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:46,706 : INFO : EPOCH 15 - PROGRESS: at 73.83% examples, 714410 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:31:47,709 : INFO : EPOCH 15 - PROGRESS: at 74.21% examples, 714599 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:48,713 : INFO : EPOCH 15 - PROGRESS: at 74.54% examples, 714756 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:49,724 : INFO : EPOCH 15 - PROGRESS: at 74.91% examples, 714932 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:50,727 : INFO : EPOCH 15 - PROGRESS: at 75.28% examples, 715141 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:51,733 : INFO : EPOCH 15 - PROGRESS: at 75.65% examples, 715164 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:52,742 : INFO : EPOCH 15 - PROGRESS: at 76.00% examples, 715003 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:53,746 : INFO : EPOCH 15 - PROGRESS: at 76.32% examples, 714919 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:54,750 : INFO : EPOCH 15 - PROGRESS: at 76.64% examples, 714826 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:55,766 : INFO : EPOCH 15 - PROGRESS: at 76.97% examples, 714661 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:56,775 : INFO : EPOCH 15 - PROGRESS: at 77.31% examples, 714541 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:57,775 : INFO : EPOCH 15 - PROGRESS: at 77.63% examples, 714437 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:58,792 : INFO : EPOCH 15 - PROGRESS: at 77.98% examples, 714290 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:31:59,795 : INFO : EPOCH 15 - PROGRESS: at 78.30% examples, 714188 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:00,795 : INFO : EPOCH 15 - PROGRESS: at 78.63% examples, 714042 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:01,802 : INFO : EPOCH 15 - PROGRESS: at 78.97% examples, 713914 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:02,804 : INFO : EPOCH 15 - PROGRESS: at 79.31% examples, 713809 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:03,808 : INFO : EPOCH 15 - PROGRESS: at 79.67% examples, 713680 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:32:04,813 : INFO : EPOCH 15 - PROGRESS: at 79.97% examples, 713601 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:05,819 : INFO : EPOCH 15 - PROGRESS: at 80.31% examples, 713449 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:06,832 : INFO : EPOCH 15 - PROGRESS: at 80.63% examples, 713328 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:07,839 : INFO : EPOCH 15 - PROGRESS: at 80.96% examples, 713264 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:08,844 : INFO : EPOCH 15 - PROGRESS: at 81.27% examples, 713207 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:09,859 : INFO : EPOCH 15 - PROGRESS: at 81.60% examples, 713105 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:10,878 : INFO : EPOCH 15 - PROGRESS: at 81.92% examples, 712971 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:11,884 : INFO : EPOCH 15 - PROGRESS: at 82.28% examples, 712874 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:12,887 : INFO : EPOCH 15 - PROGRESS: at 82.62% examples, 712762 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:32:13,901 : INFO : EPOCH 15 - PROGRESS: at 82.95% examples, 712675 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:14,916 : INFO : EPOCH 15 - PROGRESS: at 83.26% examples, 712586 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:15,928 : INFO : EPOCH 15 - PROGRESS: at 83.61% examples, 712461 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:16,937 : INFO : EPOCH 15 - PROGRESS: at 83.97% examples, 712317 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:17,938 : INFO : EPOCH 15 - PROGRESS: at 84.31% examples, 712246 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:18,948 : INFO : EPOCH 15 - PROGRESS: at 84.64% examples, 712104 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:32:19,957 : INFO : EPOCH 15 - PROGRESS: at 84.94% examples, 712036 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:20,964 : INFO : EPOCH 15 - PROGRESS: at 85.26% examples, 711973 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:21,966 : INFO : EPOCH 15 - PROGRESS: at 85.58% examples, 711868 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:22,971 : INFO : EPOCH 15 - PROGRESS: at 85.89% examples, 711754 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:23,984 : INFO : EPOCH 15 - PROGRESS: at 86.23% examples, 711619 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:24,986 : INFO : EPOCH 15 - PROGRESS: at 86.56% examples, 711533 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:25,989 : INFO : EPOCH 15 - PROGRESS: at 86.91% examples, 711417 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:32:27,015 : INFO : EPOCH 15 - PROGRESS: at 87.26% examples, 711295 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:28,025 : INFO : EPOCH 15 - PROGRESS: at 87.60% examples, 711184 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:32:29,036 : INFO : EPOCH 15 - PROGRESS: at 87.93% examples, 711081 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:30,045 : INFO : EPOCH 15 - PROGRESS: at 88.27% examples, 710974 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:31,048 : INFO : EPOCH 15 - PROGRESS: at 88.63% examples, 710895 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:32,052 : INFO : EPOCH 15 - PROGRESS: at 88.97% examples, 710791 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:33,067 : INFO : EPOCH 15 - PROGRESS: at 89.30% examples, 710657 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:34,081 : INFO : EPOCH 15 - PROGRESS: at 89.64% examples, 710567 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:35,087 : INFO : EPOCH 15 - PROGRESS: at 89.98% examples, 710502 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:36,088 : INFO : EPOCH 15 - PROGRESS: at 90.28% examples, 710410 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:37,094 : INFO : EPOCH 15 - PROGRESS: at 90.63% examples, 710271 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:38,095 : INFO : EPOCH 15 - PROGRESS: at 90.95% examples, 710218 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:32:39,109 : INFO : EPOCH 15 - PROGRESS: at 91.26% examples, 710125 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:40,111 : INFO : EPOCH 15 - PROGRESS: at 91.61% examples, 710033 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:41,116 : INFO : EPOCH 15 - PROGRESS: at 91.94% examples, 709915 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:32:42,117 : INFO : EPOCH 15 - PROGRESS: at 92.27% examples, 709857 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:43,121 : INFO : EPOCH 15 - PROGRESS: at 92.63% examples, 709733 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:32:44,121 : INFO : EPOCH 15 - PROGRESS: at 92.95% examples, 709614 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:32:45,143 : INFO : EPOCH 15 - PROGRESS: at 93.27% examples, 709509 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:46,159 : INFO : EPOCH 15 - PROGRESS: at 93.61% examples, 709419 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:47,168 : INFO : EPOCH 15 - PROGRESS: at 93.94% examples, 709304 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:32:48,181 : INFO : EPOCH 15 - PROGRESS: at 94.26% examples, 709214 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:49,192 : INFO : EPOCH 15 - PROGRESS: at 94.58% examples, 709167 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:50,193 : INFO : EPOCH 15 - PROGRESS: at 94.92% examples, 709113 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:51,206 : INFO : EPOCH 15 - PROGRESS: at 95.26% examples, 709026 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:52,210 : INFO : EPOCH 15 - PROGRESS: at 95.57% examples, 708970 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:53,224 : INFO : EPOCH 15 - PROGRESS: at 95.91% examples, 708903 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:54,235 : INFO : EPOCH 15 - PROGRESS: at 96.21% examples, 708849 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:55,246 : INFO : EPOCH 15 - PROGRESS: at 96.56% examples, 708768 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:56,256 : INFO : EPOCH 15 - PROGRESS: at 96.93% examples, 708646 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:32:57,262 : INFO : EPOCH 15 - PROGRESS: at 97.30% examples, 708598 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:58,273 : INFO : EPOCH 15 - PROGRESS: at 97.62% examples, 708407 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:32:59,273 : INFO : EPOCH 15 - PROGRESS: at 97.95% examples, 708271 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:00,274 : INFO : EPOCH 15 - PROGRESS: at 98.25% examples, 707845 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:01,284 : INFO : EPOCH 15 - PROGRESS: at 98.57% examples, 707608 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:02,285 : INFO : EPOCH 15 - PROGRESS: at 98.91% examples, 707544 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:03,287 : INFO : EPOCH 15 - PROGRESS: at 99.24% examples, 707471 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:04,298 : INFO : EPOCH 15 - PROGRESS: at 99.57% examples, 707405 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:05,310 : INFO : EPOCH 15 - PROGRESS: at 99.91% examples, 707333 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:05,538 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 17:33:05,543 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 17:33:05,551 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 17:33:05,568 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 17:33:05,569 : INFO : EPOCH - 15 : training on 266061151 raw words (206820978 effective words) took 292.4s, 707311 effective words/s
2020-07-23 17:33:06,577 : INFO : EPOCH 16 - PROGRESS: at 0.35% examples, 664172 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:07,581 : INFO : EPOCH 16 - PROGRESS: at 0.70% examples, 676443 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:08,584 : INFO : EPOCH 16 - PROGRESS: at 1.01% examples, 677261 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:09,593 : INFO : EPOCH 16 - PROGRESS: at 1.32% examples, 681923 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:10,609 : INFO : EPOCH 16 - PROGRESS: at 1.66% examples, 679670 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:11,610 : INFO : EPOCH 16 - PROGRESS: at 2.00% examples, 680693 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:33:12,614 : INFO : EPOCH 16 - PROGRESS: at 2.32% examples, 681703 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:13,614 : INFO : EPOCH 16 - PROGRESS: at 2.63% examples, 682240 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:14,625 : INFO : EPOCH 16 - PROGRESS: at 2.97% examples, 681601 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:15,631 : INFO : EPOCH 16 - PROGRESS: at 3.28% examples, 681970 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:16,632 : INFO : EPOCH 16 - PROGRESS: at 3.62% examples, 682280 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:33:17,640 : INFO : EPOCH 16 - PROGRESS: at 3.96% examples, 682056 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:18,648 : INFO : EPOCH 16 - PROGRESS: at 4.27% examples, 682983 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:19,669 : INFO : EPOCH 16 - PROGRESS: at 4.60% examples, 683014 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:20,676 : INFO : EPOCH 16 - PROGRESS: at 4.93% examples, 683355 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:21,682 : INFO : EPOCH 16 - PROGRESS: at 5.25% examples, 683438 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:33:22,693 : INFO : EPOCH 16 - PROGRESS: at 5.58% examples, 683477 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:33:23,700 : INFO : EPOCH 16 - PROGRESS: at 5.92% examples, 683615 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:33:24,712 : INFO : EPOCH 16 - PROGRESS: at 6.25% examples, 683342 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:25,712 : INFO : EPOCH 16 - PROGRESS: at 6.58% examples, 684000 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:26,722 : INFO : EPOCH 16 - PROGRESS: at 6.89% examples, 683844 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:27,723 : INFO : EPOCH 16 - PROGRESS: at 7.24% examples, 683937 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:28,726 : INFO : EPOCH 16 - PROGRESS: at 7.58% examples, 683813 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:29,729 : INFO : EPOCH 16 - PROGRESS: at 7.90% examples, 683332 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:33:30,730 : INFO : EPOCH 16 - PROGRESS: at 8.21% examples, 683476 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:31,748 : INFO : EPOCH 16 - PROGRESS: at 8.54% examples, 683225 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:32,748 : INFO : EPOCH 16 - PROGRESS: at 8.88% examples, 683209 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:33,749 : INFO : EPOCH 16 - PROGRESS: at 9.20% examples, 683471 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:34,753 : INFO : EPOCH 16 - PROGRESS: at 9.53% examples, 683494 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:33:35,763 : INFO : EPOCH 16 - PROGRESS: at 9.84% examples, 683638 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:36,767 : INFO : EPOCH 16 - PROGRESS: at 10.20% examples, 683681 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:37,783 : INFO : EPOCH 16 - PROGRESS: at 10.54% examples, 683959 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:38,784 : INFO : EPOCH 16 - PROGRESS: at 10.88% examples, 684073 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:39,788 : INFO : EPOCH 16 - PROGRESS: at 11.19% examples, 683776 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:40,793 : INFO : EPOCH 16 - PROGRESS: at 11.52% examples, 683970 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:41,797 : INFO : EPOCH 16 - PROGRESS: at 11.85% examples, 684052 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:42,798 : INFO : EPOCH 16 - PROGRESS: at 12.20% examples, 683700 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:43,812 : INFO : EPOCH 16 - PROGRESS: at 12.53% examples, 683943 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:44,824 : INFO : EPOCH 16 - PROGRESS: at 12.86% examples, 683833 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:45,834 : INFO : EPOCH 16 - PROGRESS: at 13.22% examples, 683712 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:46,839 : INFO : EPOCH 16 - PROGRESS: at 13.57% examples, 683517 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:47,855 : INFO : EPOCH 16 - PROGRESS: at 13.89% examples, 683979 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:48,862 : INFO : EPOCH 16 - PROGRESS: at 14.24% examples, 683820 words/s, in_qsize 8, out_qsize 1
2020-07-23 17:33:49,890 : INFO : EPOCH 16 - PROGRESS: at 14.58% examples, 683578 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:50,891 : INFO : EPOCH 16 - PROGRESS: at 14.93% examples, 683762 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:51,895 : INFO : EPOCH 16 - PROGRESS: at 15.27% examples, 683810 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:52,899 : INFO : EPOCH 16 - PROGRESS: at 15.61% examples, 683849 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:53,905 : INFO : EPOCH 16 - PROGRESS: at 15.96% examples, 683766 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:54,920 : INFO : EPOCH 16 - PROGRESS: at 16.30% examples, 683646 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:55,924 : INFO : EPOCH 16 - PROGRESS: at 16.63% examples, 683614 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:56,925 : INFO : EPOCH 16 - PROGRESS: at 16.98% examples, 683611 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:57,934 : INFO : EPOCH 16 - PROGRESS: at 17.28% examples, 683787 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:33:58,936 : INFO : EPOCH 16 - PROGRESS: at 17.61% examples, 683742 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:33:59,936 : INFO : EPOCH 16 - PROGRESS: at 17.95% examples, 683760 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:34:00,944 : INFO : EPOCH 16 - PROGRESS: at 18.29% examples, 683810 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:01,957 : INFO : EPOCH 16 - PROGRESS: at 18.60% examples, 683540 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:02,964 : INFO : EPOCH 16 - PROGRESS: at 18.93% examples, 683681 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:03,973 : INFO : EPOCH 16 - PROGRESS: at 19.25% examples, 683778 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:04,978 : INFO : EPOCH 16 - PROGRESS: at 19.59% examples, 683610 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:05,995 : INFO : EPOCH 16 - PROGRESS: at 19.93% examples, 683722 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:07,008 : INFO : EPOCH 16 - PROGRESS: at 20.27% examples, 683709 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:34:08,011 : INFO : EPOCH 16 - PROGRESS: at 20.61% examples, 683594 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:09,022 : INFO : EPOCH 16 - PROGRESS: at 20.94% examples, 683732 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:34:10,044 : INFO : EPOCH 16 - PROGRESS: at 21.28% examples, 683612 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:34:11,054 : INFO : EPOCH 16 - PROGRESS: at 21.63% examples, 683647 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:34:12,060 : INFO : EPOCH 16 - PROGRESS: at 21.96% examples, 683653 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:13,074 : INFO : EPOCH 16 - PROGRESS: at 22.30% examples, 683520 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:14,081 : INFO : EPOCH 16 - PROGRESS: at 22.61% examples, 683754 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:34:15,081 : INFO : EPOCH 16 - PROGRESS: at 22.95% examples, 683813 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:16,091 : INFO : EPOCH 16 - PROGRESS: at 23.28% examples, 683698 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:17,098 : INFO : EPOCH 16 - PROGRESS: at 23.61% examples, 683742 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:18,124 : INFO : EPOCH 16 - PROGRESS: at 23.98% examples, 683704 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:19,134 : INFO : EPOCH 16 - PROGRESS: at 24.31% examples, 683732 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:34:20,141 : INFO : EPOCH 16 - PROGRESS: at 24.63% examples, 683946 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:21,142 : INFO : EPOCH 16 - PROGRESS: at 24.95% examples, 683846 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:22,149 : INFO : EPOCH 16 - PROGRESS: at 25.28% examples, 683956 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:23,152 : INFO : EPOCH 16 - PROGRESS: at 25.61% examples, 684017 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:24,160 : INFO : EPOCH 16 - PROGRESS: at 25.91% examples, 683936 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:25,162 : INFO : EPOCH 16 - PROGRESS: at 26.26% examples, 684025 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:26,170 : INFO : EPOCH 16 - PROGRESS: at 26.63% examples, 683861 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:34:27,172 : INFO : EPOCH 16 - PROGRESS: at 26.98% examples, 683926 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:34:28,187 : INFO : EPOCH 16 - PROGRESS: at 27.30% examples, 683865 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:29,195 : INFO : EPOCH 16 - PROGRESS: at 27.66% examples, 683907 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:30,198 : INFO : EPOCH 16 - PROGRESS: at 28.02% examples, 683740 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:31,201 : INFO : EPOCH 16 - PROGRESS: at 28.35% examples, 683818 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:32,207 : INFO : EPOCH 16 - PROGRESS: at 28.69% examples, 683649 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:33,210 : INFO : EPOCH 16 - PROGRESS: at 29.04% examples, 683666 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:34,211 : INFO : EPOCH 16 - PROGRESS: at 29.37% examples, 683495 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:34:35,225 : INFO : EPOCH 16 - PROGRESS: at 29.70% examples, 683480 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:36,244 : INFO : EPOCH 16 - PROGRESS: at 29.99% examples, 683624 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:34:37,253 : INFO : EPOCH 16 - PROGRESS: at 30.33% examples, 683766 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:38,259 : INFO : EPOCH 16 - PROGRESS: at 30.65% examples, 683852 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:34:39,262 : INFO : EPOCH 16 - PROGRESS: at 30.99% examples, 683776 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:40,273 : INFO : EPOCH 16 - PROGRESS: at 31.32% examples, 683894 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:34:41,276 : INFO : EPOCH 16 - PROGRESS: at 31.66% examples, 683900 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:42,282 : INFO : EPOCH 16 - PROGRESS: at 31.97% examples, 683947 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:43,300 : INFO : EPOCH 16 - PROGRESS: at 32.28% examples, 683875 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:44,310 : INFO : EPOCH 16 - PROGRESS: at 32.60% examples, 684044 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:45,323 : INFO : EPOCH 16 - PROGRESS: at 32.94% examples, 683980 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:46,323 : INFO : EPOCH 16 - PROGRESS: at 33.30% examples, 684021 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:47,332 : INFO : EPOCH 16 - PROGRESS: at 33.62% examples, 684027 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:48,350 : INFO : EPOCH 16 - PROGRESS: at 33.97% examples, 683967 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:49,356 : INFO : EPOCH 16 - PROGRESS: at 34.28% examples, 684020 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:34:50,362 : INFO : EPOCH 16 - PROGRESS: at 34.61% examples, 683976 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:51,374 : INFO : EPOCH 16 - PROGRESS: at 34.98% examples, 683975 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:34:52,393 : INFO : EPOCH 16 - PROGRESS: at 35.31% examples, 684016 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:53,418 : INFO : EPOCH 16 - PROGRESS: at 35.64% examples, 684121 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:54,432 : INFO : EPOCH 16 - PROGRESS: at 35.95% examples, 684172 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:55,435 : INFO : EPOCH 16 - PROGRESS: at 36.30% examples, 684236 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:56,440 : INFO : EPOCH 16 - PROGRESS: at 36.60% examples, 684262 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:34:57,459 : INFO : EPOCH 16 - PROGRESS: at 36.92% examples, 684221 words/s, in_qsize 8, out_qsize 1
2020-07-23 17:34:58,468 : INFO : EPOCH 16 - PROGRESS: at 37.26% examples, 684296 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:34:59,469 : INFO : EPOCH 16 - PROGRESS: at 37.60% examples, 684198 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:00,480 : INFO : EPOCH 16 - PROGRESS: at 37.94% examples, 684208 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:01,495 : INFO : EPOCH 16 - PROGRESS: at 38.27% examples, 684225 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:02,500 : INFO : EPOCH 16 - PROGRESS: at 38.59% examples, 684256 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:03,507 : INFO : EPOCH 16 - PROGRESS: at 38.91% examples, 684263 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:04,515 : INFO : EPOCH 16 - PROGRESS: at 39.26% examples, 684234 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:05,517 : INFO : EPOCH 16 - PROGRESS: at 39.59% examples, 684217 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:35:06,518 : INFO : EPOCH 16 - PROGRESS: at 39.92% examples, 684247 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:35:07,532 : INFO : EPOCH 16 - PROGRESS: at 40.24% examples, 684217 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:08,534 : INFO : EPOCH 16 - PROGRESS: at 40.57% examples, 684369 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:09,538 : INFO : EPOCH 16 - PROGRESS: at 40.91% examples, 684325 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:10,542 : INFO : EPOCH 16 - PROGRESS: at 41.23% examples, 684273 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:35:11,554 : INFO : EPOCH 16 - PROGRESS: at 41.54% examples, 684357 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:12,555 : INFO : EPOCH 16 - PROGRESS: at 41.86% examples, 684380 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:13,557 : INFO : EPOCH 16 - PROGRESS: at 42.20% examples, 684365 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:14,568 : INFO : EPOCH 16 - PROGRESS: at 42.54% examples, 684365 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:15,584 : INFO : EPOCH 16 - PROGRESS: at 42.87% examples, 684344 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:16,586 : INFO : EPOCH 16 - PROGRESS: at 43.19% examples, 684275 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:17,587 : INFO : EPOCH 16 - PROGRESS: at 43.54% examples, 684313 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:18,592 : INFO : EPOCH 16 - PROGRESS: at 43.86% examples, 684360 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:19,601 : INFO : EPOCH 16 - PROGRESS: at 44.20% examples, 684343 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:20,608 : INFO : EPOCH 16 - PROGRESS: at 44.54% examples, 684320 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:21,616 : INFO : EPOCH 16 - PROGRESS: at 44.89% examples, 684277 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:22,617 : INFO : EPOCH 16 - PROGRESS: at 45.22% examples, 684287 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:23,627 : INFO : EPOCH 16 - PROGRESS: at 45.55% examples, 684237 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:24,628 : INFO : EPOCH 16 - PROGRESS: at 45.87% examples, 684315 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:25,630 : INFO : EPOCH 16 - PROGRESS: at 46.18% examples, 684268 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:26,631 : INFO : EPOCH 16 - PROGRESS: at 46.51% examples, 684280 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:27,636 : INFO : EPOCH 16 - PROGRESS: at 46.83% examples, 684264 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:28,640 : INFO : EPOCH 16 - PROGRESS: at 47.14% examples, 684276 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:29,658 : INFO : EPOCH 16 - PROGRESS: at 47.48% examples, 684236 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:30,667 : INFO : EPOCH 16 - PROGRESS: at 47.84% examples, 684312 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:31,673 : INFO : EPOCH 16 - PROGRESS: at 48.18% examples, 684263 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:32,702 : INFO : EPOCH 16 - PROGRESS: at 48.55% examples, 684214 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:33,703 : INFO : EPOCH 16 - PROGRESS: at 48.87% examples, 684213 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:34,719 : INFO : EPOCH 16 - PROGRESS: at 49.21% examples, 684081 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:35:35,723 : INFO : EPOCH 16 - PROGRESS: at 49.56% examples, 684154 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:35:36,737 : INFO : EPOCH 16 - PROGRESS: at 49.88% examples, 684116 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:35:37,762 : INFO : EPOCH 16 - PROGRESS: at 50.21% examples, 684118 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:38,769 : INFO : EPOCH 16 - PROGRESS: at 50.53% examples, 684063 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:39,783 : INFO : EPOCH 16 - PROGRESS: at 50.87% examples, 683903 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:35:40,787 : INFO : EPOCH 16 - PROGRESS: at 51.20% examples, 683772 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:41,797 : INFO : EPOCH 16 - PROGRESS: at 51.51% examples, 683155 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:42,805 : INFO : EPOCH 16 - PROGRESS: at 51.85% examples, 683412 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:35:43,827 : INFO : EPOCH 16 - PROGRESS: at 52.24% examples, 683873 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:44,843 : INFO : EPOCH 16 - PROGRESS: at 52.59% examples, 684376 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:45,845 : INFO : EPOCH 16 - PROGRESS: at 52.97% examples, 684758 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:46,854 : INFO : EPOCH 16 - PROGRESS: at 53.31% examples, 685162 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:47,859 : INFO : EPOCH 16 - PROGRESS: at 53.68% examples, 685551 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:48,860 : INFO : EPOCH 16 - PROGRESS: at 54.04% examples, 686026 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:49,863 : INFO : EPOCH 16 - PROGRESS: at 54.38% examples, 686454 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:50,872 : INFO : EPOCH 16 - PROGRESS: at 54.72% examples, 686867 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:51,884 : INFO : EPOCH 16 - PROGRESS: at 55.10% examples, 687271 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:52,891 : INFO : EPOCH 16 - PROGRESS: at 55.47% examples, 687618 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:53,894 : INFO : EPOCH 16 - PROGRESS: at 55.81% examples, 688008 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:54,896 : INFO : EPOCH 16 - PROGRESS: at 56.20% examples, 688406 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:55,898 : INFO : EPOCH 16 - PROGRESS: at 56.54% examples, 688794 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:56,911 : INFO : EPOCH 16 - PROGRESS: at 56.90% examples, 689085 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:35:57,911 : INFO : EPOCH 16 - PROGRESS: at 57.27% examples, 689479 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:35:58,912 : INFO : EPOCH 16 - PROGRESS: at 57.63% examples, 689904 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:35:59,912 : INFO : EPOCH 16 - PROGRESS: at 57.99% examples, 690278 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:00,917 : INFO : EPOCH 16 - PROGRESS: at 58.38% examples, 690614 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:01,925 : INFO : EPOCH 16 - PROGRESS: at 58.74% examples, 690946 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:02,930 : INFO : EPOCH 16 - PROGRESS: at 59.12% examples, 691347 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:03,938 : INFO : EPOCH 16 - PROGRESS: at 59.51% examples, 691660 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:04,939 : INFO : EPOCH 16 - PROGRESS: at 59.90% examples, 691968 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:05,940 : INFO : EPOCH 16 - PROGRESS: at 60.26% examples, 692270 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:06,957 : INFO : EPOCH 16 - PROGRESS: at 60.63% examples, 692612 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:07,958 : INFO : EPOCH 16 - PROGRESS: at 61.01% examples, 692966 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:08,964 : INFO : EPOCH 16 - PROGRESS: at 61.38% examples, 693264 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:09,965 : INFO : EPOCH 16 - PROGRESS: at 61.74% examples, 693562 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:10,967 : INFO : EPOCH 16 - PROGRESS: at 62.11% examples, 693868 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:11,970 : INFO : EPOCH 16 - PROGRESS: at 62.47% examples, 694156 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:12,971 : INFO : EPOCH 16 - PROGRESS: at 62.81% examples, 694495 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:13,985 : INFO : EPOCH 16 - PROGRESS: at 63.18% examples, 694822 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:14,987 : INFO : EPOCH 16 - PROGRESS: at 63.54% examples, 695147 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:15,992 : INFO : EPOCH 16 - PROGRESS: at 63.91% examples, 695480 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:16,993 : INFO : EPOCH 16 - PROGRESS: at 64.29% examples, 695742 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:18,005 : INFO : EPOCH 16 - PROGRESS: at 64.67% examples, 695995 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:19,012 : INFO : EPOCH 16 - PROGRESS: at 65.05% examples, 696309 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:20,015 : INFO : EPOCH 16 - PROGRESS: at 65.42% examples, 696633 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:21,021 : INFO : EPOCH 16 - PROGRESS: at 65.81% examples, 696920 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:22,025 : INFO : EPOCH 16 - PROGRESS: at 66.16% examples, 697244 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:23,027 : INFO : EPOCH 16 - PROGRESS: at 66.53% examples, 697500 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:24,033 : INFO : EPOCH 16 - PROGRESS: at 66.93% examples, 697793 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:25,036 : INFO : EPOCH 16 - PROGRESS: at 67.30% examples, 698068 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:26,038 : INFO : EPOCH 16 - PROGRESS: at 67.68% examples, 698315 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:27,041 : INFO : EPOCH 16 - PROGRESS: at 68.06% examples, 698548 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:28,053 : INFO : EPOCH 16 - PROGRESS: at 68.45% examples, 698737 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:29,054 : INFO : EPOCH 16 - PROGRESS: at 68.79% examples, 699082 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:30,060 : INFO : EPOCH 16 - PROGRESS: at 69.16% examples, 699396 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:31,074 : INFO : EPOCH 16 - PROGRESS: at 69.54% examples, 699607 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:32,075 : INFO : EPOCH 16 - PROGRESS: at 69.92% examples, 699837 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:33,088 : INFO : EPOCH 16 - PROGRESS: at 70.31% examples, 700098 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:34,093 : INFO : EPOCH 16 - PROGRESS: at 70.67% examples, 700304 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:36:35,097 : INFO : EPOCH 16 - PROGRESS: at 71.04% examples, 700548 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:36:36,099 : INFO : EPOCH 16 - PROGRESS: at 71.41% examples, 700771 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:37,104 : INFO : EPOCH 16 - PROGRESS: at 71.78% examples, 701036 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:38,113 : INFO : EPOCH 16 - PROGRESS: at 72.16% examples, 701289 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:39,113 : INFO : EPOCH 16 - PROGRESS: at 72.50% examples, 701544 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:40,123 : INFO : EPOCH 16 - PROGRESS: at 72.87% examples, 701715 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:41,127 : INFO : EPOCH 16 - PROGRESS: at 73.24% examples, 701936 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:42,128 : INFO : EPOCH 16 - PROGRESS: at 73.59% examples, 702172 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:43,133 : INFO : EPOCH 16 - PROGRESS: at 73.97% examples, 702410 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:44,135 : INFO : EPOCH 16 - PROGRESS: at 74.32% examples, 702628 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:45,141 : INFO : EPOCH 16 - PROGRESS: at 74.66% examples, 702865 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:46,145 : INFO : EPOCH 16 - PROGRESS: at 75.04% examples, 703072 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:47,159 : INFO : EPOCH 16 - PROGRESS: at 75.41% examples, 703305 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:48,164 : INFO : EPOCH 16 - PROGRESS: at 75.80% examples, 703524 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:36:49,177 : INFO : EPOCH 16 - PROGRESS: at 76.16% examples, 703779 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:50,190 : INFO : EPOCH 16 - PROGRESS: at 76.52% examples, 704003 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:51,193 : INFO : EPOCH 16 - PROGRESS: at 76.88% examples, 704227 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:52,194 : INFO : EPOCH 16 - PROGRESS: at 77.25% examples, 704476 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:53,196 : INFO : EPOCH 16 - PROGRESS: at 77.59% examples, 704683 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:54,198 : INFO : EPOCH 16 - PROGRESS: at 77.97% examples, 704912 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:55,202 : INFO : EPOCH 16 - PROGRESS: at 78.32% examples, 705118 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:56,212 : INFO : EPOCH 16 - PROGRESS: at 78.69% examples, 705343 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:57,236 : INFO : EPOCH 16 - PROGRESS: at 79.07% examples, 705522 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:58,237 : INFO : EPOCH 16 - PROGRESS: at 79.46% examples, 705740 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:36:59,244 : INFO : EPOCH 16 - PROGRESS: at 79.82% examples, 705954 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:00,255 : INFO : EPOCH 16 - PROGRESS: at 80.19% examples, 706147 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:01,259 : INFO : EPOCH 16 - PROGRESS: at 80.54% examples, 706351 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:02,260 : INFO : EPOCH 16 - PROGRESS: at 80.89% examples, 706550 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:03,266 : INFO : EPOCH 16 - PROGRESS: at 81.24% examples, 706800 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:04,266 : INFO : EPOCH 16 - PROGRESS: at 81.58% examples, 706990 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:05,266 : INFO : EPOCH 16 - PROGRESS: at 81.93% examples, 707196 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:06,280 : INFO : EPOCH 16 - PROGRESS: at 82.31% examples, 707357 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:07,283 : INFO : EPOCH 16 - PROGRESS: at 82.69% examples, 707606 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:08,294 : INFO : EPOCH 16 - PROGRESS: at 83.04% examples, 707763 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:09,300 : INFO : EPOCH 16 - PROGRESS: at 83.42% examples, 707980 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:10,303 : INFO : EPOCH 16 - PROGRESS: at 83.78% examples, 708183 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:11,313 : INFO : EPOCH 16 - PROGRESS: at 84.18% examples, 708324 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:12,314 : INFO : EPOCH 16 - PROGRESS: at 84.53% examples, 708510 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:13,323 : INFO : EPOCH 16 - PROGRESS: at 84.87% examples, 708657 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:14,353 : INFO : EPOCH 16 - PROGRESS: at 85.22% examples, 708831 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:15,369 : INFO : EPOCH 16 - PROGRESS: at 85.57% examples, 709007 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:16,379 : INFO : EPOCH 16 - PROGRESS: at 85.92% examples, 709189 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:17,384 : INFO : EPOCH 16 - PROGRESS: at 86.28% examples, 709380 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:18,384 : INFO : EPOCH 16 - PROGRESS: at 86.67% examples, 709516 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:19,393 : INFO : EPOCH 16 - PROGRESS: at 87.03% examples, 709734 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:20,395 : INFO : EPOCH 16 - PROGRESS: at 87.42% examples, 709875 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:21,402 : INFO : EPOCH 16 - PROGRESS: at 87.80% examples, 710022 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:22,414 : INFO : EPOCH 16 - PROGRESS: at 88.15% examples, 710198 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:37:23,423 : INFO : EPOCH 16 - PROGRESS: at 88.54% examples, 710362 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:24,437 : INFO : EPOCH 16 - PROGRESS: at 88.92% examples, 710496 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:37:25,447 : INFO : EPOCH 16 - PROGRESS: at 89.29% examples, 710656 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:26,449 : INFO : EPOCH 16 - PROGRESS: at 89.65% examples, 710834 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:27,453 : INFO : EPOCH 16 - PROGRESS: at 90.03% examples, 710993 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:28,459 : INFO : EPOCH 16 - PROGRESS: at 90.37% examples, 711151 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:37:29,473 : INFO : EPOCH 16 - PROGRESS: at 90.75% examples, 711271 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:30,473 : INFO : EPOCH 16 - PROGRESS: at 91.08% examples, 711480 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:31,475 : INFO : EPOCH 16 - PROGRESS: at 91.45% examples, 711718 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:32,495 : INFO : EPOCH 16 - PROGRESS: at 91.83% examples, 711855 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:33,513 : INFO : EPOCH 16 - PROGRESS: at 92.19% examples, 712008 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:34,515 : INFO : EPOCH 16 - PROGRESS: at 92.59% examples, 712173 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:35,520 : INFO : EPOCH 16 - PROGRESS: at 92.96% examples, 712309 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:36,522 : INFO : EPOCH 16 - PROGRESS: at 93.30% examples, 712463 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:37,526 : INFO : EPOCH 16 - PROGRESS: at 93.67% examples, 712598 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:38,529 : INFO : EPOCH 16 - PROGRESS: at 94.03% examples, 712742 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:39,554 : INFO : EPOCH 16 - PROGRESS: at 94.39% examples, 712867 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:40,555 : INFO : EPOCH 16 - PROGRESS: at 94.72% examples, 713030 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:41,558 : INFO : EPOCH 16 - PROGRESS: at 95.09% examples, 713178 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:42,560 : INFO : EPOCH 16 - PROGRESS: at 95.47% examples, 713355 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:43,561 : INFO : EPOCH 16 - PROGRESS: at 95.82% examples, 713504 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:44,561 : INFO : EPOCH 16 - PROGRESS: at 96.17% examples, 713696 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:45,562 : INFO : EPOCH 16 - PROGRESS: at 96.52% examples, 713850 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:46,570 : INFO : EPOCH 16 - PROGRESS: at 96.92% examples, 713943 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:47,572 : INFO : EPOCH 16 - PROGRESS: at 97.33% examples, 714105 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:48,577 : INFO : EPOCH 16 - PROGRESS: at 97.69% examples, 714207 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:37:49,591 : INFO : EPOCH 16 - PROGRESS: at 98.06% examples, 714337 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:50,602 : INFO : EPOCH 16 - PROGRESS: at 98.47% examples, 714424 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:51,603 : INFO : EPOCH 16 - PROGRESS: at 98.81% examples, 714565 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:52,611 : INFO : EPOCH 16 - PROGRESS: at 99.18% examples, 714727 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:53,615 : INFO : EPOCH 16 - PROGRESS: at 99.55% examples, 714831 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:54,618 : INFO : EPOCH 16 - PROGRESS: at 99.92% examples, 714950 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:54,819 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 17:37:54,829 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 17:37:54,833 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 17:37:54,849 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 17:37:54,850 : INFO : EPOCH - 16 : training on 266061151 raw words (206822858 effective words) took 289.3s, 714968 effective words/s
2020-07-23 17:37:55,866 : INFO : EPOCH 17 - PROGRESS: at 0.39% examples, 733337 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:56,869 : INFO : EPOCH 17 - PROGRESS: at 0.76% examples, 745385 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:57,869 : INFO : EPOCH 17 - PROGRESS: at 1.10% examples, 749427 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:58,873 : INFO : EPOCH 17 - PROGRESS: at 1.45% examples, 750502 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:37:59,877 : INFO : EPOCH 17 - PROGRESS: at 1.83% examples, 748357 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:38:00,879 : INFO : EPOCH 17 - PROGRESS: at 2.18% examples, 750330 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:01,884 : INFO : EPOCH 17 - PROGRESS: at 2.53% examples, 750271 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:02,899 : INFO : EPOCH 17 - PROGRESS: at 2.90% examples, 749866 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:03,901 : INFO : EPOCH 17 - PROGRESS: at 3.25% examples, 751062 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:04,902 : INFO : EPOCH 17 - PROGRESS: at 3.62% examples, 751055 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:05,914 : INFO : EPOCH 17 - PROGRESS: at 3.99% examples, 751470 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:06,919 : INFO : EPOCH 17 - PROGRESS: at 4.33% examples, 751884 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:07,929 : INFO : EPOCH 17 - PROGRESS: at 4.70% examples, 751838 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:08,934 : INFO : EPOCH 17 - PROGRESS: at 5.06% examples, 752305 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:09,936 : INFO : EPOCH 17 - PROGRESS: at 5.39% examples, 752187 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:10,956 : INFO : EPOCH 17 - PROGRESS: at 5.80% examples, 752725 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:11,956 : INFO : EPOCH 17 - PROGRESS: at 6.15% examples, 753017 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:38:12,960 : INFO : EPOCH 17 - PROGRESS: at 6.50% examples, 752977 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:13,969 : INFO : EPOCH 17 - PROGRESS: at 6.86% examples, 753529 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:14,977 : INFO : EPOCH 17 - PROGRESS: at 7.24% examples, 753624 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:15,980 : INFO : EPOCH 17 - PROGRESS: at 7.62% examples, 753386 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:16,989 : INFO : EPOCH 17 - PROGRESS: at 7.98% examples, 753839 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:17,995 : INFO : EPOCH 17 - PROGRESS: at 8.32% examples, 753707 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:19,003 : INFO : EPOCH 17 - PROGRESS: at 8.68% examples, 752552 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:20,012 : INFO : EPOCH 17 - PROGRESS: at 9.03% examples, 751251 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:21,016 : INFO : EPOCH 17 - PROGRESS: at 9.34% examples, 746529 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:22,029 : INFO : EPOCH 17 - PROGRESS: at 9.70% examples, 747369 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:23,032 : INFO : EPOCH 17 - PROGRESS: at 10.06% examples, 747739 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:24,032 : INFO : EPOCH 17 - PROGRESS: at 10.44% examples, 747685 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:25,033 : INFO : EPOCH 17 - PROGRESS: at 10.79% examples, 747609 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:26,042 : INFO : EPOCH 17 - PROGRESS: at 11.17% examples, 747899 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:27,042 : INFO : EPOCH 17 - PROGRESS: at 11.52% examples, 748470 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:28,044 : INFO : EPOCH 17 - PROGRESS: at 11.88% examples, 748487 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:29,053 : INFO : EPOCH 17 - PROGRESS: at 12.27% examples, 748661 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:38:30,059 : INFO : EPOCH 17 - PROGRESS: at 12.61% examples, 748759 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:31,066 : INFO : EPOCH 17 - PROGRESS: at 13.01% examples, 748774 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:32,074 : INFO : EPOCH 17 - PROGRESS: at 13.40% examples, 748583 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:33,077 : INFO : EPOCH 17 - PROGRESS: at 13.76% examples, 748864 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:34,089 : INFO : EPOCH 17 - PROGRESS: at 14.13% examples, 748949 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:38:35,105 : INFO : EPOCH 17 - PROGRESS: at 14.50% examples, 748882 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:38:36,109 : INFO : EPOCH 17 - PROGRESS: at 14.89% examples, 749035 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:37,123 : INFO : EPOCH 17 - PROGRESS: at 15.27% examples, 749239 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:38,127 : INFO : EPOCH 17 - PROGRESS: at 15.63% examples, 748942 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:39,132 : INFO : EPOCH 17 - PROGRESS: at 16.02% examples, 749156 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:40,134 : INFO : EPOCH 17 - PROGRESS: at 16.40% examples, 749379 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:41,137 : INFO : EPOCH 17 - PROGRESS: at 16.76% examples, 749378 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:42,150 : INFO : EPOCH 17 - PROGRESS: at 17.13% examples, 749440 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:43,151 : INFO : EPOCH 17 - PROGRESS: at 17.48% examples, 749672 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:44,164 : INFO : EPOCH 17 - PROGRESS: at 17.85% examples, 749984 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:45,165 : INFO : EPOCH 17 - PROGRESS: at 18.22% examples, 750001 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:46,171 : INFO : EPOCH 17 - PROGRESS: at 18.58% examples, 750300 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:47,174 : INFO : EPOCH 17 - PROGRESS: at 18.94% examples, 750376 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:48,179 : INFO : EPOCH 17 - PROGRESS: at 19.30% examples, 750511 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:49,180 : INFO : EPOCH 17 - PROGRESS: at 19.67% examples, 750722 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:50,189 : INFO : EPOCH 17 - PROGRESS: at 20.05% examples, 750732 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:38:51,197 : INFO : EPOCH 17 - PROGRESS: at 20.41% examples, 750780 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:38:52,200 : INFO : EPOCH 17 - PROGRESS: at 20.79% examples, 750775 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:53,204 : INFO : EPOCH 17 - PROGRESS: at 21.17% examples, 750889 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:54,210 : INFO : EPOCH 17 - PROGRESS: at 21.54% examples, 751058 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:55,219 : INFO : EPOCH 17 - PROGRESS: at 21.89% examples, 751134 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:56,222 : INFO : EPOCH 17 - PROGRESS: at 22.29% examples, 751166 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:57,224 : INFO : EPOCH 17 - PROGRESS: at 22.62% examples, 751498 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:38:58,234 : INFO : EPOCH 17 - PROGRESS: at 23.01% examples, 751573 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:38:59,238 : INFO : EPOCH 17 - PROGRESS: at 23.37% examples, 751703 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:00,241 : INFO : EPOCH 17 - PROGRESS: at 23.75% examples, 751987 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:01,257 : INFO : EPOCH 17 - PROGRESS: at 24.12% examples, 751854 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:02,258 : INFO : EPOCH 17 - PROGRESS: at 24.49% examples, 751990 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:03,269 : INFO : EPOCH 17 - PROGRESS: at 24.84% examples, 752013 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:04,269 : INFO : EPOCH 17 - PROGRESS: at 25.19% examples, 752077 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:05,269 : INFO : EPOCH 17 - PROGRESS: at 25.56% examples, 752290 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:06,271 : INFO : EPOCH 17 - PROGRESS: at 25.90% examples, 752270 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:39:07,287 : INFO : EPOCH 17 - PROGRESS: at 26.29% examples, 752275 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:08,292 : INFO : EPOCH 17 - PROGRESS: at 26.69% examples, 752244 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:09,295 : INFO : EPOCH 17 - PROGRESS: at 27.06% examples, 752274 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:10,299 : INFO : EPOCH 17 - PROGRESS: at 27.43% examples, 752214 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:11,302 : INFO : EPOCH 17 - PROGRESS: at 27.83% examples, 752309 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:12,304 : INFO : EPOCH 17 - PROGRESS: at 28.22% examples, 752303 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:13,324 : INFO : EPOCH 17 - PROGRESS: at 28.59% examples, 752353 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:14,328 : INFO : EPOCH 17 - PROGRESS: at 28.98% examples, 752424 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:15,337 : INFO : EPOCH 17 - PROGRESS: at 29.35% examples, 752398 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:16,340 : INFO : EPOCH 17 - PROGRESS: at 29.71% examples, 752390 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:17,351 : INFO : EPOCH 17 - PROGRESS: at 30.03% examples, 752452 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:18,352 : INFO : EPOCH 17 - PROGRESS: at 30.39% examples, 752560 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:19,364 : INFO : EPOCH 17 - PROGRESS: at 30.76% examples, 752509 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:20,372 : INFO : EPOCH 17 - PROGRESS: at 31.13% examples, 752553 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:21,373 : INFO : EPOCH 17 - PROGRESS: at 31.49% examples, 752576 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:22,378 : INFO : EPOCH 17 - PROGRESS: at 31.87% examples, 752748 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:23,379 : INFO : EPOCH 17 - PROGRESS: at 32.18% examples, 752641 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:24,381 : INFO : EPOCH 17 - PROGRESS: at 32.53% examples, 752745 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:25,386 : INFO : EPOCH 17 - PROGRESS: at 32.89% examples, 752678 words/s, in_qsize 6, out_qsize 2
2020-07-23 17:39:26,399 : INFO : EPOCH 17 - PROGRESS: at 33.29% examples, 752732 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:27,403 : INFO : EPOCH 17 - PROGRESS: at 33.65% examples, 752838 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:28,410 : INFO : EPOCH 17 - PROGRESS: at 34.03% examples, 752803 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:29,421 : INFO : EPOCH 17 - PROGRESS: at 34.38% examples, 752751 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:30,426 : INFO : EPOCH 17 - PROGRESS: at 34.76% examples, 752817 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:31,429 : INFO : EPOCH 17 - PROGRESS: at 35.13% examples, 752823 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:39:32,439 : INFO : EPOCH 17 - PROGRESS: at 35.49% examples, 752819 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:33,452 : INFO : EPOCH 17 - PROGRESS: at 35.85% examples, 752947 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:34,463 : INFO : EPOCH 17 - PROGRESS: at 36.22% examples, 752970 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:35,464 : INFO : EPOCH 17 - PROGRESS: at 36.57% examples, 753151 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:36,474 : INFO : EPOCH 17 - PROGRESS: at 36.92% examples, 753254 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:37,478 : INFO : EPOCH 17 - PROGRESS: at 37.28% examples, 753257 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:38,482 : INFO : EPOCH 17 - PROGRESS: at 37.66% examples, 753259 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:39,493 : INFO : EPOCH 17 - PROGRESS: at 38.04% examples, 753288 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:40,504 : INFO : EPOCH 17 - PROGRESS: at 38.39% examples, 753345 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:41,504 : INFO : EPOCH 17 - PROGRESS: at 38.76% examples, 753491 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:42,505 : INFO : EPOCH 17 - PROGRESS: at 39.13% examples, 753335 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:43,520 : INFO : EPOCH 17 - PROGRESS: at 39.49% examples, 753366 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:44,529 : INFO : EPOCH 17 - PROGRESS: at 39.87% examples, 753336 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:45,533 : INFO : EPOCH 17 - PROGRESS: at 40.22% examples, 753407 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:39:46,540 : INFO : EPOCH 17 - PROGRESS: at 40.58% examples, 753547 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:47,541 : INFO : EPOCH 17 - PROGRESS: at 40.95% examples, 753540 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:48,551 : INFO : EPOCH 17 - PROGRESS: at 41.31% examples, 753551 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:49,556 : INFO : EPOCH 17 - PROGRESS: at 41.65% examples, 753611 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:50,557 : INFO : EPOCH 17 - PROGRESS: at 42.01% examples, 753699 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:51,573 : INFO : EPOCH 17 - PROGRESS: at 42.40% examples, 753687 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:39:52,574 : INFO : EPOCH 17 - PROGRESS: at 42.77% examples, 753629 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:53,586 : INFO : EPOCH 17 - PROGRESS: at 43.12% examples, 753660 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:54,591 : INFO : EPOCH 17 - PROGRESS: at 43.49% examples, 753721 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:55,595 : INFO : EPOCH 17 - PROGRESS: at 43.86% examples, 753753 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:56,599 : INFO : EPOCH 17 - PROGRESS: at 44.22% examples, 753760 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:57,608 : INFO : EPOCH 17 - PROGRESS: at 44.60% examples, 753802 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:58,614 : INFO : EPOCH 17 - PROGRESS: at 44.99% examples, 753736 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:39:59,618 : INFO : EPOCH 17 - PROGRESS: at 45.35% examples, 753837 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:00,627 : INFO : EPOCH 17 - PROGRESS: at 45.70% examples, 753843 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:01,635 : INFO : EPOCH 17 - PROGRESS: at 46.07% examples, 753809 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:02,644 : INFO : EPOCH 17 - PROGRESS: at 46.41% examples, 753859 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:40:03,645 : INFO : EPOCH 17 - PROGRESS: at 46.79% examples, 753880 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:04,647 : INFO : EPOCH 17 - PROGRESS: at 47.13% examples, 753970 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:05,653 : INFO : EPOCH 17 - PROGRESS: at 47.49% examples, 753915 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:40:06,659 : INFO : EPOCH 17 - PROGRESS: at 47.89% examples, 753930 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:07,665 : INFO : EPOCH 17 - PROGRESS: at 48.26% examples, 753851 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:08,677 : INFO : EPOCH 17 - PROGRESS: at 48.66% examples, 753732 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:09,682 : INFO : EPOCH 17 - PROGRESS: at 49.01% examples, 753783 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:10,696 : INFO : EPOCH 17 - PROGRESS: at 49.38% examples, 753684 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:11,703 : INFO : EPOCH 17 - PROGRESS: at 49.75% examples, 753743 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:12,717 : INFO : EPOCH 17 - PROGRESS: at 50.11% examples, 753730 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:13,724 : INFO : EPOCH 17 - PROGRESS: at 50.48% examples, 753851 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:14,725 : INFO : EPOCH 17 - PROGRESS: at 50.87% examples, 753877 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:15,726 : INFO : EPOCH 17 - PROGRESS: at 51.23% examples, 753780 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:16,744 : INFO : EPOCH 17 - PROGRESS: at 51.63% examples, 753780 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:17,745 : INFO : EPOCH 17 - PROGRESS: at 51.99% examples, 753856 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:18,745 : INFO : EPOCH 17 - PROGRESS: at 52.36% examples, 753942 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:19,749 : INFO : EPOCH 17 - PROGRESS: at 52.70% examples, 753896 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:20,762 : INFO : EPOCH 17 - PROGRESS: at 53.09% examples, 753917 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:21,766 : INFO : EPOCH 17 - PROGRESS: at 53.45% examples, 753939 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:22,771 : INFO : EPOCH 17 - PROGRESS: at 53.81% examples, 754007 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:23,775 : INFO : EPOCH 17 - PROGRESS: at 54.15% examples, 753866 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:24,788 : INFO : EPOCH 17 - PROGRESS: at 54.50% examples, 753884 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:25,791 : INFO : EPOCH 17 - PROGRESS: at 54.85% examples, 753963 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:26,794 : INFO : EPOCH 17 - PROGRESS: at 55.23% examples, 753993 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:40:27,796 : INFO : EPOCH 17 - PROGRESS: at 55.58% examples, 754048 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:28,807 : INFO : EPOCH 17 - PROGRESS: at 55.96% examples, 754034 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:29,812 : INFO : EPOCH 17 - PROGRESS: at 56.32% examples, 754065 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:30,831 : INFO : EPOCH 17 - PROGRESS: at 56.68% examples, 753998 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:31,833 : INFO : EPOCH 17 - PROGRESS: at 57.06% examples, 754084 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:32,842 : INFO : EPOCH 17 - PROGRESS: at 57.42% examples, 754076 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:33,847 : INFO : EPOCH 17 - PROGRESS: at 57.80% examples, 754099 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:34,852 : INFO : EPOCH 17 - PROGRESS: at 58.15% examples, 754106 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:35,853 : INFO : EPOCH 17 - PROGRESS: at 58.54% examples, 754125 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:36,854 : INFO : EPOCH 17 - PROGRESS: at 58.90% examples, 754216 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:37,860 : INFO : EPOCH 17 - PROGRESS: at 59.29% examples, 754167 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:38,865 : INFO : EPOCH 17 - PROGRESS: at 59.68% examples, 754133 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:39,869 : INFO : EPOCH 17 - PROGRESS: at 60.06% examples, 754262 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:40,869 : INFO : EPOCH 17 - PROGRESS: at 60.42% examples, 754145 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:41,870 : INFO : EPOCH 17 - PROGRESS: at 60.80% examples, 754141 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:42,871 : INFO : EPOCH 17 - PROGRESS: at 61.17% examples, 754130 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:40:43,871 : INFO : EPOCH 17 - PROGRESS: at 61.56% examples, 754109 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:44,875 : INFO : EPOCH 17 - PROGRESS: at 61.91% examples, 754176 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:45,881 : INFO : EPOCH 17 - PROGRESS: at 62.27% examples, 754158 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:46,885 : INFO : EPOCH 17 - PROGRESS: at 62.65% examples, 754157 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:47,888 : INFO : EPOCH 17 - PROGRESS: at 62.99% examples, 754133 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:48,889 : INFO : EPOCH 17 - PROGRESS: at 63.34% examples, 754217 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:49,901 : INFO : EPOCH 17 - PROGRESS: at 63.71% examples, 754187 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:50,910 : INFO : EPOCH 17 - PROGRESS: at 64.09% examples, 754183 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:51,910 : INFO : EPOCH 17 - PROGRESS: at 64.47% examples, 754225 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:52,913 : INFO : EPOCH 17 - PROGRESS: at 64.85% examples, 754162 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:53,913 : INFO : EPOCH 17 - PROGRESS: at 65.23% examples, 754134 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:54,935 : INFO : EPOCH 17 - PROGRESS: at 65.62% examples, 754133 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:55,937 : INFO : EPOCH 17 - PROGRESS: at 65.99% examples, 754236 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:56,942 : INFO : EPOCH 17 - PROGRESS: at 66.36% examples, 754214 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:57,943 : INFO : EPOCH 17 - PROGRESS: at 66.73% examples, 754250 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:58,946 : INFO : EPOCH 17 - PROGRESS: at 67.10% examples, 754081 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:40:59,958 : INFO : EPOCH 17 - PROGRESS: at 67.46% examples, 753852 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:00,968 : INFO : EPOCH 17 - PROGRESS: at 67.79% examples, 753281 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:01,985 : INFO : EPOCH 17 - PROGRESS: at 68.16% examples, 753233 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:41:02,993 : INFO : EPOCH 17 - PROGRESS: at 68.56% examples, 753236 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:03,994 : INFO : EPOCH 17 - PROGRESS: at 68.92% examples, 753246 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:05,013 : INFO : EPOCH 17 - PROGRESS: at 69.28% examples, 753257 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:06,018 : INFO : EPOCH 17 - PROGRESS: at 69.68% examples, 753335 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:07,031 : INFO : EPOCH 17 - PROGRESS: at 70.05% examples, 753299 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:08,044 : INFO : EPOCH 17 - PROGRESS: at 70.43% examples, 753262 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:09,047 : INFO : EPOCH 17 - PROGRESS: at 70.79% examples, 753260 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:10,059 : INFO : EPOCH 17 - PROGRESS: at 71.16% examples, 753266 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:11,064 : INFO : EPOCH 17 - PROGRESS: at 71.54% examples, 753256 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:12,081 : INFO : EPOCH 17 - PROGRESS: at 71.92% examples, 753285 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:13,084 : INFO : EPOCH 17 - PROGRESS: at 72.27% examples, 753319 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:14,085 : INFO : EPOCH 17 - PROGRESS: at 72.64% examples, 753291 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:15,092 : INFO : EPOCH 17 - PROGRESS: at 73.01% examples, 753294 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:16,104 : INFO : EPOCH 17 - PROGRESS: at 73.39% examples, 753261 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:17,106 : INFO : EPOCH 17 - PROGRESS: at 73.74% examples, 753285 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:18,121 : INFO : EPOCH 17 - PROGRESS: at 74.13% examples, 753309 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:41:19,132 : INFO : EPOCH 17 - PROGRESS: at 74.46% examples, 753356 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:20,138 : INFO : EPOCH 17 - PROGRESS: at 74.83% examples, 753337 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:21,149 : INFO : EPOCH 17 - PROGRESS: at 75.20% examples, 753405 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:22,161 : INFO : EPOCH 17 - PROGRESS: at 75.59% examples, 753369 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:23,168 : INFO : EPOCH 17 - PROGRESS: at 75.97% examples, 753382 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:24,177 : INFO : EPOCH 17 - PROGRESS: at 76.33% examples, 753378 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:25,185 : INFO : EPOCH 17 - PROGRESS: at 76.68% examples, 753385 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:26,190 : INFO : EPOCH 17 - PROGRESS: at 77.05% examples, 753443 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:27,196 : INFO : EPOCH 17 - PROGRESS: at 77.42% examples, 753432 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:28,201 : INFO : EPOCH 17 - PROGRESS: at 77.78% examples, 753498 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:29,202 : INFO : EPOCH 17 - PROGRESS: at 78.17% examples, 753567 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:30,214 : INFO : EPOCH 17 - PROGRESS: at 78.51% examples, 753585 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:31,216 : INFO : EPOCH 17 - PROGRESS: at 78.88% examples, 753600 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:32,222 : INFO : EPOCH 17 - PROGRESS: at 79.26% examples, 753589 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:41:33,230 : INFO : EPOCH 17 - PROGRESS: at 79.65% examples, 753580 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:34,241 : INFO : EPOCH 17 - PROGRESS: at 79.99% examples, 753643 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:35,246 : INFO : EPOCH 17 - PROGRESS: at 80.37% examples, 753629 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:36,247 : INFO : EPOCH 17 - PROGRESS: at 80.72% examples, 753659 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:37,249 : INFO : EPOCH 17 - PROGRESS: at 81.08% examples, 753711 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:38,256 : INFO : EPOCH 17 - PROGRESS: at 81.44% examples, 753781 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:39,270 : INFO : EPOCH 17 - PROGRESS: at 81.77% examples, 753809 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:40,282 : INFO : EPOCH 17 - PROGRESS: at 82.15% examples, 753820 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:41,288 : INFO : EPOCH 17 - PROGRESS: at 82.54% examples, 753852 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:42,296 : INFO : EPOCH 17 - PROGRESS: at 82.90% examples, 753886 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:43,297 : INFO : EPOCH 17 - PROGRESS: at 83.24% examples, 753894 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:44,302 : INFO : EPOCH 17 - PROGRESS: at 83.62% examples, 753901 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:45,310 : INFO : EPOCH 17 - PROGRESS: at 84.02% examples, 753894 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:46,310 : INFO : EPOCH 17 - PROGRESS: at 84.39% examples, 753919 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:47,338 : INFO : EPOCH 17 - PROGRESS: at 84.74% examples, 753888 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:48,340 : INFO : EPOCH 17 - PROGRESS: at 85.08% examples, 753923 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:49,342 : INFO : EPOCH 17 - PROGRESS: at 85.40% examples, 753614 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:50,350 : INFO : EPOCH 17 - PROGRESS: at 85.71% examples, 753340 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:41:51,358 : INFO : EPOCH 17 - PROGRESS: at 86.05% examples, 753073 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:52,359 : INFO : EPOCH 17 - PROGRESS: at 86.37% examples, 752778 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:53,365 : INFO : EPOCH 17 - PROGRESS: at 86.73% examples, 752485 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:54,373 : INFO : EPOCH 17 - PROGRESS: at 87.06% examples, 752258 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:55,392 : INFO : EPOCH 17 - PROGRESS: at 87.42% examples, 751956 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:56,397 : INFO : EPOCH 17 - PROGRESS: at 87.77% examples, 751662 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:41:57,398 : INFO : EPOCH 17 - PROGRESS: at 88.08% examples, 751450 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:58,399 : INFO : EPOCH 17 - PROGRESS: at 88.43% examples, 751207 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:41:59,400 : INFO : EPOCH 17 - PROGRESS: at 88.78% examples, 750983 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:00,409 : INFO : EPOCH 17 - PROGRESS: at 89.11% examples, 750678 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:01,426 : INFO : EPOCH 17 - PROGRESS: at 89.46% examples, 750358 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:02,443 : INFO : EPOCH 17 - PROGRESS: at 89.80% examples, 750158 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:03,453 : INFO : EPOCH 17 - PROGRESS: at 90.13% examples, 749908 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:04,463 : INFO : EPOCH 17 - PROGRESS: at 90.45% examples, 749645 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:05,479 : INFO : EPOCH 17 - PROGRESS: at 90.79% examples, 749409 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:06,481 : INFO : EPOCH 17 - PROGRESS: at 91.11% examples, 749218 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:07,491 : INFO : EPOCH 17 - PROGRESS: at 91.44% examples, 748962 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:08,508 : INFO : EPOCH 17 - PROGRESS: at 91.79% examples, 748699 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:09,509 : INFO : EPOCH 17 - PROGRESS: at 92.12% examples, 748478 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:10,515 : INFO : EPOCH 17 - PROGRESS: at 92.47% examples, 748290 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:11,518 : INFO : EPOCH 17 - PROGRESS: at 92.81% examples, 748025 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:12,529 : INFO : EPOCH 17 - PROGRESS: at 93.14% examples, 747737 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:13,532 : INFO : EPOCH 17 - PROGRESS: at 93.48% examples, 747549 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:14,543 : INFO : EPOCH 17 - PROGRESS: at 93.80% examples, 747295 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:15,544 : INFO : EPOCH 17 - PROGRESS: at 94.13% examples, 747077 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:16,547 : INFO : EPOCH 17 - PROGRESS: at 94.45% examples, 746857 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:17,552 : INFO : EPOCH 17 - PROGRESS: at 94.76% examples, 746580 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:18,552 : INFO : EPOCH 17 - PROGRESS: at 95.09% examples, 746365 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:19,556 : INFO : EPOCH 17 - PROGRESS: at 95.43% examples, 746153 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:20,564 : INFO : EPOCH 17 - PROGRESS: at 95.75% examples, 745923 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:21,571 : INFO : EPOCH 17 - PROGRESS: at 96.08% examples, 745751 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:22,577 : INFO : EPOCH 17 - PROGRESS: at 96.39% examples, 745540 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:23,585 : INFO : EPOCH 17 - PROGRESS: at 96.75% examples, 745315 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:42:24,593 : INFO : EPOCH 17 - PROGRESS: at 97.13% examples, 745067 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:25,605 : INFO : EPOCH 17 - PROGRESS: at 97.48% examples, 744870 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:26,607 : INFO : EPOCH 17 - PROGRESS: at 97.81% examples, 744651 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:27,634 : INFO : EPOCH 17 - PROGRESS: at 98.16% examples, 744396 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:28,635 : INFO : EPOCH 17 - PROGRESS: at 98.52% examples, 744206 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:29,643 : INFO : EPOCH 17 - PROGRESS: at 98.85% examples, 743983 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:30,665 : INFO : EPOCH 17 - PROGRESS: at 99.18% examples, 743774 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:31,673 : INFO : EPOCH 17 - PROGRESS: at 99.53% examples, 743586 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:32,682 : INFO : EPOCH 17 - PROGRESS: at 99.86% examples, 743371 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:33,060 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 17:42:33,061 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 17:42:33,067 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 17:42:33,081 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 17:42:33,082 : INFO : EPOCH - 17 : training on 266061151 raw words (206809254 effective words) took 278.2s, 743316 effective words/s
2020-07-23 17:42:34,105 : INFO : EPOCH 18 - PROGRESS: at 0.35% examples, 654987 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:35,122 : INFO : EPOCH 18 - PROGRESS: at 0.70% examples, 671554 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:36,143 : INFO : EPOCH 18 - PROGRESS: at 1.02% examples, 676523 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:37,148 : INFO : EPOCH 18 - PROGRESS: at 1.33% examples, 680723 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:42:38,160 : INFO : EPOCH 18 - PROGRESS: at 1.68% examples, 681617 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:39,167 : INFO : EPOCH 18 - PROGRESS: at 2.01% examples, 682333 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:40,186 : INFO : EPOCH 18 - PROGRESS: at 2.33% examples, 682115 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:41,204 : INFO : EPOCH 18 - PROGRESS: at 2.66% examples, 682524 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:42,221 : INFO : EPOCH 18 - PROGRESS: at 3.00% examples, 682537 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:43,226 : INFO : EPOCH 18 - PROGRESS: at 3.32% examples, 683809 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:44,235 : INFO : EPOCH 18 - PROGRESS: at 3.65% examples, 683280 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:45,248 : INFO : EPOCH 18 - PROGRESS: at 3.99% examples, 683371 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:46,251 : INFO : EPOCH 18 - PROGRESS: at 4.30% examples, 683553 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:42:47,255 : INFO : EPOCH 18 - PROGRESS: at 4.63% examples, 682720 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:48,262 : INFO : EPOCH 18 - PROGRESS: at 4.95% examples, 682566 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:49,265 : INFO : EPOCH 18 - PROGRESS: at 5.27% examples, 682614 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:42:50,274 : INFO : EPOCH 18 - PROGRESS: at 5.59% examples, 683020 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:51,289 : INFO : EPOCH 18 - PROGRESS: at 5.94% examples, 682950 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:42:52,297 : INFO : EPOCH 18 - PROGRESS: at 6.27% examples, 683081 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:53,303 : INFO : EPOCH 18 - PROGRESS: at 6.59% examples, 682972 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:42:54,306 : INFO : EPOCH 18 - PROGRESS: at 6.91% examples, 683331 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:42:55,312 : INFO : EPOCH 18 - PROGRESS: at 7.25% examples, 682815 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:42:56,316 : INFO : EPOCH 18 - PROGRESS: at 7.60% examples, 682758 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:57,325 : INFO : EPOCH 18 - PROGRESS: at 7.91% examples, 682608 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:42:58,340 : INFO : EPOCH 18 - PROGRESS: at 8.23% examples, 682859 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:42:59,349 : INFO : EPOCH 18 - PROGRESS: at 8.56% examples, 682554 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:00,351 : INFO : EPOCH 18 - PROGRESS: at 8.90% examples, 682784 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:01,359 : INFO : EPOCH 18 - PROGRESS: at 9.23% examples, 683141 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:02,362 : INFO : EPOCH 18 - PROGRESS: at 9.55% examples, 682987 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:03,365 : INFO : EPOCH 18 - PROGRESS: at 9.87% examples, 683400 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:04,374 : INFO : EPOCH 18 - PROGRESS: at 10.22% examples, 683257 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:05,381 : INFO : EPOCH 18 - PROGRESS: at 10.55% examples, 683154 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:43:06,385 : INFO : EPOCH 18 - PROGRESS: at 10.89% examples, 682896 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:43:07,395 : INFO : EPOCH 18 - PROGRESS: at 11.20% examples, 682840 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:08,395 : INFO : EPOCH 18 - PROGRESS: at 11.53% examples, 683031 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:09,396 : INFO : EPOCH 18 - PROGRESS: at 11.86% examples, 682838 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:10,412 : INFO : EPOCH 18 - PROGRESS: at 12.21% examples, 682607 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:43:11,425 : INFO : EPOCH 18 - PROGRESS: at 12.53% examples, 682568 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:12,433 : INFO : EPOCH 18 - PROGRESS: at 12.87% examples, 682569 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:13,437 : INFO : EPOCH 18 - PROGRESS: at 13.23% examples, 682381 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:43:14,440 : INFO : EPOCH 18 - PROGRESS: at 13.58% examples, 682623 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:15,450 : INFO : EPOCH 18 - PROGRESS: at 13.89% examples, 682674 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:43:16,451 : INFO : EPOCH 18 - PROGRESS: at 14.24% examples, 682645 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:17,455 : INFO : EPOCH 18 - PROGRESS: at 14.58% examples, 682628 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:43:18,456 : INFO : EPOCH 18 - PROGRESS: at 14.92% examples, 682458 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:43:19,457 : INFO : EPOCH 18 - PROGRESS: at 15.26% examples, 682433 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:20,459 : INFO : EPOCH 18 - PROGRESS: at 15.59% examples, 682542 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:43:21,461 : INFO : EPOCH 18 - PROGRESS: at 15.94% examples, 682262 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:22,463 : INFO : EPOCH 18 - PROGRESS: at 16.28% examples, 682246 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:23,466 : INFO : EPOCH 18 - PROGRESS: at 16.60% examples, 682335 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:24,476 : INFO : EPOCH 18 - PROGRESS: at 16.96% examples, 682312 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:25,481 : INFO : EPOCH 18 - PROGRESS: at 17.26% examples, 682374 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:43:26,496 : INFO : EPOCH 18 - PROGRESS: at 17.59% examples, 682378 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:27,519 : INFO : EPOCH 18 - PROGRESS: at 17.93% examples, 682231 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:28,521 : INFO : EPOCH 18 - PROGRESS: at 18.27% examples, 682198 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:43:29,533 : INFO : EPOCH 18 - PROGRESS: at 18.59% examples, 682240 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:30,544 : INFO : EPOCH 18 - PROGRESS: at 18.91% examples, 682296 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:43:31,547 : INFO : EPOCH 18 - PROGRESS: at 19.24% examples, 682369 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:32,567 : INFO : EPOCH 18 - PROGRESS: at 19.57% examples, 682247 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:33,572 : INFO : EPOCH 18 - PROGRESS: at 19.91% examples, 682388 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:34,595 : INFO : EPOCH 18 - PROGRESS: at 20.25% examples, 682251 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:35,607 : INFO : EPOCH 18 - PROGRESS: at 20.59% examples, 682229 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:36,627 : INFO : EPOCH 18 - PROGRESS: at 20.93% examples, 682234 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:37,638 : INFO : EPOCH 18 - PROGRESS: at 21.27% examples, 682334 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:43:38,651 : INFO : EPOCH 18 - PROGRESS: at 21.59% examples, 681726 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:39,658 : INFO : EPOCH 18 - PROGRESS: at 21.90% examples, 681451 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:43:40,660 : INFO : EPOCH 18 - PROGRESS: at 22.20% examples, 680115 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:41,668 : INFO : EPOCH 18 - PROGRESS: at 22.54% examples, 680902 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:42,670 : INFO : EPOCH 18 - PROGRESS: at 22.91% examples, 681869 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:43,674 : INFO : EPOCH 18 - PROGRESS: at 23.27% examples, 682679 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:44,675 : INFO : EPOCH 18 - PROGRESS: at 23.64% examples, 683793 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:45,683 : INFO : EPOCH 18 - PROGRESS: at 24.02% examples, 684590 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:46,689 : INFO : EPOCH 18 - PROGRESS: at 24.38% examples, 685641 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:47,693 : INFO : EPOCH 18 - PROGRESS: at 24.74% examples, 686511 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:48,696 : INFO : EPOCH 18 - PROGRESS: at 25.07% examples, 687406 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:49,697 : INFO : EPOCH 18 - PROGRESS: at 25.44% examples, 688463 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:50,702 : INFO : EPOCH 18 - PROGRESS: at 25.80% examples, 689277 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:51,703 : INFO : EPOCH 18 - PROGRESS: at 26.17% examples, 689986 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:52,725 : INFO : EPOCH 18 - PROGRESS: at 26.56% examples, 690704 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:43:53,733 : INFO : EPOCH 18 - PROGRESS: at 26.96% examples, 691541 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:43:54,733 : INFO : EPOCH 18 - PROGRESS: at 27.32% examples, 692191 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:55,733 : INFO : EPOCH 18 - PROGRESS: at 27.70% examples, 692801 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:56,734 : INFO : EPOCH 18 - PROGRESS: at 28.09% examples, 693475 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:57,750 : INFO : EPOCH 18 - PROGRESS: at 28.45% examples, 694282 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:58,762 : INFO : EPOCH 18 - PROGRESS: at 28.85% examples, 694902 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:43:59,773 : INFO : EPOCH 18 - PROGRESS: at 29.22% examples, 695299 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:44:00,775 : INFO : EPOCH 18 - PROGRESS: at 29.55% examples, 695117 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:44:01,780 : INFO : EPOCH 18 - PROGRESS: at 29.84% examples, 694981 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:02,785 : INFO : EPOCH 18 - PROGRESS: at 30.16% examples, 694880 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:03,787 : INFO : EPOCH 18 - PROGRESS: at 30.47% examples, 694776 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:04,791 : INFO : EPOCH 18 - PROGRESS: at 30.81% examples, 694627 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:05,793 : INFO : EPOCH 18 - PROGRESS: at 31.14% examples, 694431 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:06,796 : INFO : EPOCH 18 - PROGRESS: at 31.47% examples, 694324 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:07,797 : INFO : EPOCH 18 - PROGRESS: at 31.81% examples, 694264 words/s, in_qsize 8, out_qsize 1
2020-07-23 17:44:08,809 : INFO : EPOCH 18 - PROGRESS: at 32.10% examples, 694175 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:09,820 : INFO : EPOCH 18 - PROGRESS: at 32.43% examples, 694080 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:10,829 : INFO : EPOCH 18 - PROGRESS: at 32.73% examples, 693953 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:11,834 : INFO : EPOCH 18 - PROGRESS: at 33.10% examples, 693884 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:12,842 : INFO : EPOCH 18 - PROGRESS: at 33.43% examples, 693736 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:13,848 : INFO : EPOCH 18 - PROGRESS: at 33.75% examples, 693542 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:14,848 : INFO : EPOCH 18 - PROGRESS: at 34.10% examples, 693516 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:15,857 : INFO : EPOCH 18 - PROGRESS: at 34.42% examples, 693500 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:16,858 : INFO : EPOCH 18 - PROGRESS: at 34.76% examples, 693391 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:44:17,871 : INFO : EPOCH 18 - PROGRESS: at 35.10% examples, 693317 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:18,875 : INFO : EPOCH 18 - PROGRESS: at 35.44% examples, 693220 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:44:19,879 : INFO : EPOCH 18 - PROGRESS: at 35.75% examples, 693119 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:20,880 : INFO : EPOCH 18 - PROGRESS: at 36.08% examples, 693190 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:21,885 : INFO : EPOCH 18 - PROGRESS: at 36.41% examples, 693037 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:22,894 : INFO : EPOCH 18 - PROGRESS: at 36.71% examples, 693024 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:23,896 : INFO : EPOCH 18 - PROGRESS: at 37.03% examples, 692898 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:24,901 : INFO : EPOCH 18 - PROGRESS: at 37.37% examples, 692794 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:25,918 : INFO : EPOCH 18 - PROGRESS: at 37.71% examples, 692681 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:26,924 : INFO : EPOCH 18 - PROGRESS: at 38.05% examples, 692631 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:27,927 : INFO : EPOCH 18 - PROGRESS: at 38.37% examples, 692663 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:28,927 : INFO : EPOCH 18 - PROGRESS: at 38.70% examples, 692588 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:44:29,962 : INFO : EPOCH 18 - PROGRESS: at 39.04% examples, 692376 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:44:30,975 : INFO : EPOCH 18 - PROGRESS: at 39.37% examples, 692333 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:44:31,980 : INFO : EPOCH 18 - PROGRESS: at 39.70% examples, 692202 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:32,986 : INFO : EPOCH 18 - PROGRESS: at 40.02% examples, 692092 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:33,993 : INFO : EPOCH 18 - PROGRESS: at 40.35% examples, 692168 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:44:35,002 : INFO : EPOCH 18 - PROGRESS: at 40.68% examples, 692063 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:36,005 : INFO : EPOCH 18 - PROGRESS: at 41.02% examples, 691964 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:44:37,019 : INFO : EPOCH 18 - PROGRESS: at 41.34% examples, 691852 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:38,034 : INFO : EPOCH 18 - PROGRESS: at 41.65% examples, 691840 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:39,038 : INFO : EPOCH 18 - PROGRESS: at 41.97% examples, 691754 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:40,041 : INFO : EPOCH 18 - PROGRESS: at 42.32% examples, 691719 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:41,045 : INFO : EPOCH 18 - PROGRESS: at 42.66% examples, 691629 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:42,047 : INFO : EPOCH 18 - PROGRESS: at 42.99% examples, 691580 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:43,048 : INFO : EPOCH 18 - PROGRESS: at 43.30% examples, 691570 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:44,064 : INFO : EPOCH 18 - PROGRESS: at 43.64% examples, 691494 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:45,077 : INFO : EPOCH 18 - PROGRESS: at 43.95% examples, 690966 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:46,101 : INFO : EPOCH 18 - PROGRESS: at 44.29% examples, 690834 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:47,101 : INFO : EPOCH 18 - PROGRESS: at 44.63% examples, 690886 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:48,102 : INFO : EPOCH 18 - PROGRESS: at 44.98% examples, 690790 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:49,107 : INFO : EPOCH 18 - PROGRESS: at 45.31% examples, 690731 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:50,107 : INFO : EPOCH 18 - PROGRESS: at 45.63% examples, 690699 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:51,111 : INFO : EPOCH 18 - PROGRESS: at 45.95% examples, 690676 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:52,128 : INFO : EPOCH 18 - PROGRESS: at 46.27% examples, 690650 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:53,129 : INFO : EPOCH 18 - PROGRESS: at 46.60% examples, 690509 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:54,131 : INFO : EPOCH 18 - PROGRESS: at 46.91% examples, 690507 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:55,141 : INFO : EPOCH 18 - PROGRESS: at 47.23% examples, 690355 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:56,141 : INFO : EPOCH 18 - PROGRESS: at 47.56% examples, 690425 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:44:57,150 : INFO : EPOCH 18 - PROGRESS: at 47.92% examples, 690303 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:58,152 : INFO : EPOCH 18 - PROGRESS: at 48.26% examples, 690194 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:44:59,161 : INFO : EPOCH 18 - PROGRESS: at 48.62% examples, 690110 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:00,164 : INFO : EPOCH 18 - PROGRESS: at 48.93% examples, 690024 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:01,169 : INFO : EPOCH 18 - PROGRESS: at 49.28% examples, 689950 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:02,182 : INFO : EPOCH 18 - PROGRESS: at 49.61% examples, 689864 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:03,183 : INFO : EPOCH 18 - PROGRESS: at 49.94% examples, 689807 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:04,184 : INFO : EPOCH 18 - PROGRESS: at 50.27% examples, 689833 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:05,191 : INFO : EPOCH 18 - PROGRESS: at 50.59% examples, 689784 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:06,194 : INFO : EPOCH 18 - PROGRESS: at 50.95% examples, 689845 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:07,196 : INFO : EPOCH 18 - PROGRESS: at 51.28% examples, 689719 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:08,204 : INFO : EPOCH 18 - PROGRESS: at 51.65% examples, 689677 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:09,207 : INFO : EPOCH 18 - PROGRESS: at 51.96% examples, 689675 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:10,220 : INFO : EPOCH 18 - PROGRESS: at 52.30% examples, 689626 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:11,224 : INFO : EPOCH 18 - PROGRESS: at 52.62% examples, 689668 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:12,230 : INFO : EPOCH 18 - PROGRESS: at 52.97% examples, 689610 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:13,249 : INFO : EPOCH 18 - PROGRESS: at 53.28% examples, 689559 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:14,261 : INFO : EPOCH 18 - PROGRESS: at 53.63% examples, 689475 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:15,261 : INFO : EPOCH 18 - PROGRESS: at 53.95% examples, 689560 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:45:16,283 : INFO : EPOCH 18 - PROGRESS: at 54.26% examples, 689531 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:45:17,287 : INFO : EPOCH 18 - PROGRESS: at 54.58% examples, 689558 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:18,293 : INFO : EPOCH 18 - PROGRESS: at 54.90% examples, 689524 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:19,296 : INFO : EPOCH 18 - PROGRESS: at 55.24% examples, 689470 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:20,297 : INFO : EPOCH 18 - PROGRESS: at 55.56% examples, 689409 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:21,300 : INFO : EPOCH 18 - PROGRESS: at 55.88% examples, 689388 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:22,310 : INFO : EPOCH 18 - PROGRESS: at 56.24% examples, 689356 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:23,312 : INFO : EPOCH 18 - PROGRESS: at 56.55% examples, 689296 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:24,327 : INFO : EPOCH 18 - PROGRESS: at 56.88% examples, 689260 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:25,328 : INFO : EPOCH 18 - PROGRESS: at 57.22% examples, 689195 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:26,331 : INFO : EPOCH 18 - PROGRESS: at 57.54% examples, 689172 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:27,335 : INFO : EPOCH 18 - PROGRESS: at 57.88% examples, 689227 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:28,342 : INFO : EPOCH 18 - PROGRESS: at 58.21% examples, 689138 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:29,347 : INFO : EPOCH 18 - PROGRESS: at 58.55% examples, 689009 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:30,360 : INFO : EPOCH 18 - PROGRESS: at 58.87% examples, 688982 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:31,367 : INFO : EPOCH 18 - PROGRESS: at 59.24% examples, 688977 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:32,371 : INFO : EPOCH 18 - PROGRESS: at 59.58% examples, 688963 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:33,380 : INFO : EPOCH 18 - PROGRESS: at 59.95% examples, 688899 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:34,382 : INFO : EPOCH 18 - PROGRESS: at 60.28% examples, 688866 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:35,392 : INFO : EPOCH 18 - PROGRESS: at 60.61% examples, 688863 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:36,394 : INFO : EPOCH 18 - PROGRESS: at 60.94% examples, 688805 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:37,395 : INFO : EPOCH 18 - PROGRESS: at 61.28% examples, 688780 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:38,400 : INFO : EPOCH 18 - PROGRESS: at 61.62% examples, 688684 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:39,403 : INFO : EPOCH 18 - PROGRESS: at 61.95% examples, 688728 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:40,405 : INFO : EPOCH 18 - PROGRESS: at 62.28% examples, 688695 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:41,410 : INFO : EPOCH 18 - PROGRESS: at 62.62% examples, 688624 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:42,425 : INFO : EPOCH 18 - PROGRESS: at 62.93% examples, 688614 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:43,426 : INFO : EPOCH 18 - PROGRESS: at 63.25% examples, 688688 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:44,439 : INFO : EPOCH 18 - PROGRESS: at 63.59% examples, 688721 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:45,448 : INFO : EPOCH 18 - PROGRESS: at 63.93% examples, 688634 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:46,461 : INFO : EPOCH 18 - PROGRESS: at 64.27% examples, 688584 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:47,462 : INFO : EPOCH 18 - PROGRESS: at 64.62% examples, 688537 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:48,470 : INFO : EPOCH 18 - PROGRESS: at 64.96% examples, 688508 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:49,476 : INFO : EPOCH 18 - PROGRESS: at 65.30% examples, 688459 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:50,489 : INFO : EPOCH 18 - PROGRESS: at 65.65% examples, 688418 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:51,495 : INFO : EPOCH 18 - PROGRESS: at 65.99% examples, 688398 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:52,497 : INFO : EPOCH 18 - PROGRESS: at 66.32% examples, 688355 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:53,500 : INFO : EPOCH 18 - PROGRESS: at 66.66% examples, 688373 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:54,513 : INFO : EPOCH 18 - PROGRESS: at 67.01% examples, 688349 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:45:55,522 : INFO : EPOCH 18 - PROGRESS: at 67.35% examples, 688290 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:56,524 : INFO : EPOCH 18 - PROGRESS: at 67.70% examples, 688270 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:57,526 : INFO : EPOCH 18 - PROGRESS: at 68.05% examples, 688232 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:45:58,535 : INFO : EPOCH 18 - PROGRESS: at 68.40% examples, 688178 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:45:59,548 : INFO : EPOCH 18 - PROGRESS: at 68.73% examples, 688160 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:00,555 : INFO : EPOCH 18 - PROGRESS: at 69.04% examples, 688185 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:01,557 : INFO : EPOCH 18 - PROGRESS: at 69.38% examples, 688116 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:02,562 : INFO : EPOCH 18 - PROGRESS: at 69.74% examples, 688117 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:03,567 : INFO : EPOCH 18 - PROGRESS: at 70.08% examples, 688073 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:04,573 : INFO : EPOCH 18 - PROGRESS: at 70.43% examples, 688006 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:05,581 : INFO : EPOCH 18 - PROGRESS: at 70.75% examples, 687980 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:46:06,590 : INFO : EPOCH 18 - PROGRESS: at 71.09% examples, 687971 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:07,592 : INFO : EPOCH 18 - PROGRESS: at 71.43% examples, 687946 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:08,608 : INFO : EPOCH 18 - PROGRESS: at 71.76% examples, 687918 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:09,616 : INFO : EPOCH 18 - PROGRESS: at 72.11% examples, 687896 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:10,621 : INFO : EPOCH 18 - PROGRESS: at 72.43% examples, 687905 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:11,622 : INFO : EPOCH 18 - PROGRESS: at 72.76% examples, 687849 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:46:12,625 : INFO : EPOCH 18 - PROGRESS: at 73.09% examples, 687849 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:13,629 : INFO : EPOCH 18 - PROGRESS: at 73.43% examples, 687789 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:14,633 : INFO : EPOCH 18 - PROGRESS: at 73.75% examples, 687778 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:15,644 : INFO : EPOCH 18 - PROGRESS: at 74.09% examples, 687741 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:16,653 : INFO : EPOCH 18 - PROGRESS: at 74.40% examples, 687727 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:17,670 : INFO : EPOCH 18 - PROGRESS: at 74.73% examples, 687729 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:18,676 : INFO : EPOCH 18 - PROGRESS: at 75.06% examples, 687552 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:19,686 : INFO : EPOCH 18 - PROGRESS: at 75.37% examples, 687377 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:20,699 : INFO : EPOCH 18 - PROGRESS: at 75.67% examples, 686856 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:21,723 : INFO : EPOCH 18 - PROGRESS: at 76.01% examples, 686809 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:22,747 : INFO : EPOCH 18 - PROGRESS: at 76.34% examples, 686836 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:23,754 : INFO : EPOCH 18 - PROGRESS: at 76.67% examples, 686863 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:24,761 : INFO : EPOCH 18 - PROGRESS: at 76.99% examples, 686839 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:46:25,770 : INFO : EPOCH 18 - PROGRESS: at 77.33% examples, 686847 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:26,782 : INFO : EPOCH 18 - PROGRESS: at 77.65% examples, 686865 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:27,785 : INFO : EPOCH 18 - PROGRESS: at 77.99% examples, 686834 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:28,795 : INFO : EPOCH 18 - PROGRESS: at 78.31% examples, 686801 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:29,797 : INFO : EPOCH 18 - PROGRESS: at 78.64% examples, 686791 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:46:30,799 : INFO : EPOCH 18 - PROGRESS: at 78.99% examples, 686792 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:46:31,808 : INFO : EPOCH 18 - PROGRESS: at 79.32% examples, 686756 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:32,816 : INFO : EPOCH 18 - PROGRESS: at 79.68% examples, 686724 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:46:33,828 : INFO : EPOCH 18 - PROGRESS: at 79.98% examples, 686727 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:34,833 : INFO : EPOCH 18 - PROGRESS: at 80.33% examples, 686714 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:35,842 : INFO : EPOCH 18 - PROGRESS: at 80.64% examples, 686694 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:36,851 : INFO : EPOCH 18 - PROGRESS: at 80.96% examples, 686676 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:46:37,855 : INFO : EPOCH 18 - PROGRESS: at 81.27% examples, 686703 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:38,860 : INFO : EPOCH 18 - PROGRESS: at 81.59% examples, 686681 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:46:39,874 : INFO : EPOCH 18 - PROGRESS: at 81.90% examples, 686651 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:40,888 : INFO : EPOCH 18 - PROGRESS: at 82.27% examples, 686640 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:41,900 : INFO : EPOCH 18 - PROGRESS: at 82.60% examples, 686603 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:42,904 : INFO : EPOCH 18 - PROGRESS: at 82.93% examples, 686624 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:43,908 : INFO : EPOCH 18 - PROGRESS: at 83.24% examples, 686630 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:44,920 : INFO : EPOCH 18 - PROGRESS: at 83.58% examples, 686616 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:45,935 : INFO : EPOCH 18 - PROGRESS: at 83.94% examples, 686575 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:46,948 : INFO : EPOCH 18 - PROGRESS: at 84.28% examples, 686551 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:47,950 : INFO : EPOCH 18 - PROGRESS: at 84.61% examples, 686534 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:48,967 : INFO : EPOCH 18 - PROGRESS: at 84.92% examples, 686547 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:46:49,974 : INFO : EPOCH 18 - PROGRESS: at 85.23% examples, 686574 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:50,978 : INFO : EPOCH 18 - PROGRESS: at 85.54% examples, 686579 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:51,982 : INFO : EPOCH 18 - PROGRESS: at 85.87% examples, 686566 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:52,987 : INFO : EPOCH 18 - PROGRESS: at 86.21% examples, 686553 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:46:54,002 : INFO : EPOCH 18 - PROGRESS: at 86.54% examples, 686566 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:55,006 : INFO : EPOCH 18 - PROGRESS: at 86.88% examples, 686524 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:56,010 : INFO : EPOCH 18 - PROGRESS: at 87.23% examples, 686564 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:57,021 : INFO : EPOCH 18 - PROGRESS: at 87.57% examples, 686523 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:46:58,026 : INFO : EPOCH 18 - PROGRESS: at 87.91% examples, 686482 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:46:59,044 : INFO : EPOCH 18 - PROGRESS: at 88.24% examples, 686483 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:47:00,054 : INFO : EPOCH 18 - PROGRESS: at 88.59% examples, 686426 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:01,060 : INFO : EPOCH 18 - PROGRESS: at 88.94% examples, 686426 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:47:02,064 : INFO : EPOCH 18 - PROGRESS: at 89.25% examples, 686379 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:03,073 : INFO : EPOCH 18 - PROGRESS: at 89.60% examples, 686371 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:04,077 : INFO : EPOCH 18 - PROGRESS: at 89.93% examples, 686356 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:47:05,081 : INFO : EPOCH 18 - PROGRESS: at 90.24% examples, 686331 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:06,082 : INFO : EPOCH 18 - PROGRESS: at 90.58% examples, 686350 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:07,088 : INFO : EPOCH 18 - PROGRESS: at 90.90% examples, 686354 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:08,093 : INFO : EPOCH 18 - PROGRESS: at 91.21% examples, 686337 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:09,107 : INFO : EPOCH 18 - PROGRESS: at 91.56% examples, 686311 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:47:10,123 : INFO : EPOCH 18 - PROGRESS: at 91.88% examples, 686291 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:11,140 : INFO : EPOCH 18 - PROGRESS: at 92.22% examples, 686329 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:12,141 : INFO : EPOCH 18 - PROGRESS: at 92.58% examples, 686311 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:13,142 : INFO : EPOCH 18 - PROGRESS: at 92.92% examples, 686299 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:14,157 : INFO : EPOCH 18 - PROGRESS: at 93.24% examples, 686255 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:15,172 : INFO : EPOCH 18 - PROGRESS: at 93.58% examples, 686273 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:16,176 : INFO : EPOCH 18 - PROGRESS: at 93.89% examples, 686258 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:17,184 : INFO : EPOCH 18 - PROGRESS: at 94.21% examples, 686253 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:18,187 : INFO : EPOCH 18 - PROGRESS: at 94.53% examples, 686246 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:19,188 : INFO : EPOCH 18 - PROGRESS: at 94.86% examples, 686279 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:20,205 : INFO : EPOCH 18 - PROGRESS: at 95.20% examples, 686227 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:21,223 : INFO : EPOCH 18 - PROGRESS: at 95.53% examples, 686213 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:22,225 : INFO : EPOCH 18 - PROGRESS: at 95.86% examples, 686267 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:23,226 : INFO : EPOCH 18 - PROGRESS: at 96.17% examples, 686288 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:24,230 : INFO : EPOCH 18 - PROGRESS: at 96.49% examples, 686290 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:25,230 : INFO : EPOCH 18 - PROGRESS: at 96.86% examples, 686277 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:47:26,240 : INFO : EPOCH 18 - PROGRESS: at 97.22% examples, 686266 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:27,244 : INFO : EPOCH 18 - PROGRESS: at 97.56% examples, 686238 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:28,259 : INFO : EPOCH 18 - PROGRESS: at 97.91% examples, 686251 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:29,277 : INFO : EPOCH 18 - PROGRESS: at 98.26% examples, 686224 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:30,302 : INFO : EPOCH 18 - PROGRESS: at 98.60% examples, 686181 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:31,314 : INFO : EPOCH 18 - PROGRESS: at 98.95% examples, 686175 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:32,320 : INFO : EPOCH 18 - PROGRESS: at 99.27% examples, 686161 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:33,328 : INFO : EPOCH 18 - PROGRESS: at 99.59% examples, 686167 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:47:34,336 : INFO : EPOCH 18 - PROGRESS: at 99.94% examples, 686149 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:34,478 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 17:47:34,484 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 17:47:34,487 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 17:47:34,502 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 17:47:34,503 : INFO : EPOCH - 18 : training on 266061151 raw words (206821788 effective words) took 301.4s, 686171 effective words/s
2020-07-23 17:47:35,511 : INFO : EPOCH 19 - PROGRESS: at 0.34% examples, 648808 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:36,513 : INFO : EPOCH 19 - PROGRESS: at 0.68% examples, 665510 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:37,520 : INFO : EPOCH 19 - PROGRESS: at 1.00% examples, 669380 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:38,524 : INFO : EPOCH 19 - PROGRESS: at 1.30% examples, 675402 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:39,538 : INFO : EPOCH 19 - PROGRESS: at 1.65% examples, 675385 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:47:40,556 : INFO : EPOCH 19 - PROGRESS: at 2.00% examples, 677085 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:41,559 : INFO : EPOCH 19 - PROGRESS: at 2.31% examples, 678649 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:42,564 : INFO : EPOCH 19 - PROGRESS: at 2.63% examples, 678764 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:43,576 : INFO : EPOCH 19 - PROGRESS: at 2.96% examples, 679445 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:47:44,599 : INFO : EPOCH 19 - PROGRESS: at 3.29% examples, 679029 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:45,607 : INFO : EPOCH 19 - PROGRESS: at 3.61% examples, 679013 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:47:46,613 : INFO : EPOCH 19 - PROGRESS: at 3.95% examples, 679660 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:47,620 : INFO : EPOCH 19 - PROGRESS: at 4.26% examples, 680344 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:48,622 : INFO : EPOCH 19 - PROGRESS: at 4.59% examples, 680522 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:47:49,628 : INFO : EPOCH 19 - PROGRESS: at 4.92% examples, 680548 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:50,628 : INFO : EPOCH 19 - PROGRESS: at 5.23% examples, 679860 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:51,630 : INFO : EPOCH 19 - PROGRESS: at 5.55% examples, 680273 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:52,632 : INFO : EPOCH 19 - PROGRESS: at 5.89% examples, 680250 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:53,637 : INFO : EPOCH 19 - PROGRESS: at 6.22% examples, 680252 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:54,643 : INFO : EPOCH 19 - PROGRESS: at 6.54% examples, 680870 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:47:55,647 : INFO : EPOCH 19 - PROGRESS: at 6.86% examples, 681281 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:56,650 : INFO : EPOCH 19 - PROGRESS: at 7.20% examples, 681189 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:57,656 : INFO : EPOCH 19 - PROGRESS: at 7.54% examples, 680827 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:58,659 : INFO : EPOCH 19 - PROGRESS: at 7.87% examples, 680978 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:47:59,663 : INFO : EPOCH 19 - PROGRESS: at 8.18% examples, 680987 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:00,664 : INFO : EPOCH 19 - PROGRESS: at 8.50% examples, 680922 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:01,674 : INFO : EPOCH 19 - PROGRESS: at 8.85% examples, 680948 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:02,685 : INFO : EPOCH 19 - PROGRESS: at 9.17% examples, 680772 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:03,697 : INFO : EPOCH 19 - PROGRESS: at 9.51% examples, 680856 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:48:04,698 : INFO : EPOCH 19 - PROGRESS: at 9.82% examples, 681510 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:05,705 : INFO : EPOCH 19 - PROGRESS: at 10.16% examples, 681292 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:06,711 : INFO : EPOCH 19 - PROGRESS: at 10.50% examples, 681532 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:07,712 : INFO : EPOCH 19 - PROGRESS: at 10.82% examples, 681266 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:08,737 : INFO : EPOCH 19 - PROGRESS: at 11.16% examples, 681433 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:09,740 : INFO : EPOCH 19 - PROGRESS: at 11.50% examples, 681669 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:10,748 : INFO : EPOCH 19 - PROGRESS: at 11.81% examples, 681981 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:11,752 : INFO : EPOCH 19 - PROGRESS: at 12.17% examples, 681768 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:12,765 : INFO : EPOCH 19 - PROGRESS: at 12.49% examples, 681682 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:13,779 : INFO : EPOCH 19 - PROGRESS: at 12.83% examples, 681571 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:14,785 : INFO : EPOCH 19 - PROGRESS: at 13.18% examples, 681308 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:15,797 : INFO : EPOCH 19 - PROGRESS: at 13.53% examples, 681379 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:16,802 : INFO : EPOCH 19 - PROGRESS: at 13.85% examples, 681420 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:17,811 : INFO : EPOCH 19 - PROGRESS: at 14.19% examples, 681525 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:48:18,828 : INFO : EPOCH 19 - PROGRESS: at 14.54% examples, 681416 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:19,831 : INFO : EPOCH 19 - PROGRESS: at 14.89% examples, 681572 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:48:20,832 : INFO : EPOCH 19 - PROGRESS: at 15.22% examples, 681568 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:21,834 : INFO : EPOCH 19 - PROGRESS: at 15.55% examples, 681398 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:22,835 : INFO : EPOCH 19 - PROGRESS: at 15.89% examples, 681218 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:48:23,836 : INFO : EPOCH 19 - PROGRESS: at 16.23% examples, 681119 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:24,857 : INFO : EPOCH 19 - PROGRESS: at 16.57% examples, 681138 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:25,860 : INFO : EPOCH 19 - PROGRESS: at 16.92% examples, 681119 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:26,864 : INFO : EPOCH 19 - PROGRESS: at 17.22% examples, 681268 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:27,879 : INFO : EPOCH 19 - PROGRESS: at 17.56% examples, 681352 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:28,888 : INFO : EPOCH 19 - PROGRESS: at 17.89% examples, 681582 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:29,906 : INFO : EPOCH 19 - PROGRESS: at 18.23% examples, 681568 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:30,907 : INFO : EPOCH 19 - PROGRESS: at 18.56% examples, 681737 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:31,914 : INFO : EPOCH 19 - PROGRESS: at 18.88% examples, 681638 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:32,928 : INFO : EPOCH 19 - PROGRESS: at 19.21% examples, 681618 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:33,931 : INFO : EPOCH 19 - PROGRESS: at 19.53% examples, 681612 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:34,936 : INFO : EPOCH 19 - PROGRESS: at 19.87% examples, 681704 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:35,947 : INFO : EPOCH 19 - PROGRESS: at 20.21% examples, 681469 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:36,952 : INFO : EPOCH 19 - PROGRESS: at 20.53% examples, 681538 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:37,965 : INFO : EPOCH 19 - PROGRESS: at 20.88% examples, 681482 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:38,970 : INFO : EPOCH 19 - PROGRESS: at 21.21% examples, 681446 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:39,978 : INFO : EPOCH 19 - PROGRESS: at 21.55% examples, 681445 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:40,984 : INFO : EPOCH 19 - PROGRESS: at 21.87% examples, 681628 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:41,986 : INFO : EPOCH 19 - PROGRESS: at 22.22% examples, 681393 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:42,996 : INFO : EPOCH 19 - PROGRESS: at 22.53% examples, 681464 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:43,997 : INFO : EPOCH 19 - PROGRESS: at 22.87% examples, 681581 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:48:45,001 : INFO : EPOCH 19 - PROGRESS: at 23.20% examples, 681705 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:46,011 : INFO : EPOCH 19 - PROGRESS: at 23.54% examples, 681748 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:48:47,023 : INFO : EPOCH 19 - PROGRESS: at 23.88% examples, 681713 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:48,031 : INFO : EPOCH 19 - PROGRESS: at 24.23% examples, 681737 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:49,038 : INFO : EPOCH 19 - PROGRESS: at 24.55% examples, 681772 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:50,056 : INFO : EPOCH 19 - PROGRESS: at 24.87% examples, 681850 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:51,057 : INFO : EPOCH 19 - PROGRESS: at 25.17% examples, 681456 words/s, in_qsize 8, out_qsize 1
2020-07-23 17:48:52,066 : INFO : EPOCH 19 - PROGRESS: at 25.49% examples, 680881 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:53,069 : INFO : EPOCH 19 - PROGRESS: at 25.77% examples, 680117 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:54,071 : INFO : EPOCH 19 - PROGRESS: at 26.10% examples, 680068 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:55,074 : INFO : EPOCH 19 - PROGRESS: at 26.44% examples, 680062 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:48:56,088 : INFO : EPOCH 19 - PROGRESS: at 26.81% examples, 679955 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:57,088 : INFO : EPOCH 19 - PROGRESS: at 27.14% examples, 680157 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:48:58,095 : INFO : EPOCH 19 - PROGRESS: at 27.46% examples, 679897 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:48:59,113 : INFO : EPOCH 19 - PROGRESS: at 27.82% examples, 679379 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:49:00,116 : INFO : EPOCH 19 - PROGRESS: at 28.13% examples, 678491 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:49:01,122 : INFO : EPOCH 19 - PROGRESS: at 28.45% examples, 678470 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:02,129 : INFO : EPOCH 19 - PROGRESS: at 28.84% examples, 679121 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:03,131 : INFO : EPOCH 19 - PROGRESS: at 29.22% examples, 679971 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:04,135 : INFO : EPOCH 19 - PROGRESS: at 29.57% examples, 680684 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:05,142 : INFO : EPOCH 19 - PROGRESS: at 29.91% examples, 681378 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:06,142 : INFO : EPOCH 19 - PROGRESS: at 30.25% examples, 682139 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:07,148 : INFO : EPOCH 19 - PROGRESS: at 30.59% examples, 682994 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:08,165 : INFO : EPOCH 19 - PROGRESS: at 30.97% examples, 683604 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:09,169 : INFO : EPOCH 19 - PROGRESS: at 31.32% examples, 684400 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:10,171 : INFO : EPOCH 19 - PROGRESS: at 31.70% examples, 685009 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:11,186 : INFO : EPOCH 19 - PROGRESS: at 32.04% examples, 685789 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:12,190 : INFO : EPOCH 19 - PROGRESS: at 32.39% examples, 686522 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:13,197 : INFO : EPOCH 19 - PROGRESS: at 32.73% examples, 687271 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:14,199 : INFO : EPOCH 19 - PROGRESS: at 33.12% examples, 687848 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:15,200 : INFO : EPOCH 19 - PROGRESS: at 33.48% examples, 688474 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:16,228 : INFO : EPOCH 19 - PROGRESS: at 33.86% examples, 689055 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:17,237 : INFO : EPOCH 19 - PROGRESS: at 34.22% examples, 689752 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:18,239 : INFO : EPOCH 19 - PROGRESS: at 34.59% examples, 690332 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:49:19,259 : INFO : EPOCH 19 - PROGRESS: at 34.98% examples, 690806 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:20,269 : INFO : EPOCH 19 - PROGRESS: at 35.34% examples, 691464 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:49:21,280 : INFO : EPOCH 19 - PROGRESS: at 35.69% examples, 692105 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:22,283 : INFO : EPOCH 19 - PROGRESS: at 36.04% examples, 692733 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:23,291 : INFO : EPOCH 19 - PROGRESS: at 36.41% examples, 693239 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:49:24,296 : INFO : EPOCH 19 - PROGRESS: at 36.75% examples, 693838 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:25,306 : INFO : EPOCH 19 - PROGRESS: at 37.10% examples, 694312 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:49:26,313 : INFO : EPOCH 19 - PROGRESS: at 37.49% examples, 694863 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:27,323 : INFO : EPOCH 19 - PROGRESS: at 37.87% examples, 695258 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:28,338 : INFO : EPOCH 19 - PROGRESS: at 38.22% examples, 695830 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:29,346 : INFO : EPOCH 19 - PROGRESS: at 38.57% examples, 696284 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:49:30,352 : INFO : EPOCH 19 - PROGRESS: at 38.93% examples, 696792 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:31,355 : INFO : EPOCH 19 - PROGRESS: at 39.30% examples, 697284 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:32,370 : INFO : EPOCH 19 - PROGRESS: at 39.67% examples, 697605 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:33,372 : INFO : EPOCH 19 - PROGRESS: at 40.03% examples, 698170 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:34,384 : INFO : EPOCH 19 - PROGRESS: at 40.38% examples, 698605 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:35,386 : INFO : EPOCH 19 - PROGRESS: at 40.75% examples, 699092 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:36,387 : INFO : EPOCH 19 - PROGRESS: at 41.11% examples, 699483 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:37,390 : INFO : EPOCH 19 - PROGRESS: at 41.45% examples, 699899 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:38,400 : INFO : EPOCH 19 - PROGRESS: at 41.80% examples, 700285 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:39,411 : INFO : EPOCH 19 - PROGRESS: at 42.17% examples, 700726 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:49:40,417 : INFO : EPOCH 19 - PROGRESS: at 42.54% examples, 701124 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:41,417 : INFO : EPOCH 19 - PROGRESS: at 42.91% examples, 701488 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:42,418 : INFO : EPOCH 19 - PROGRESS: at 43.26% examples, 701932 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:43,418 : INFO : EPOCH 19 - PROGRESS: at 43.62% examples, 702288 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:44,431 : INFO : EPOCH 19 - PROGRESS: at 43.98% examples, 702589 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:45,431 : INFO : EPOCH 19 - PROGRESS: at 44.37% examples, 703004 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:49:46,433 : INFO : EPOCH 19 - PROGRESS: at 44.73% examples, 703382 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:47,434 : INFO : EPOCH 19 - PROGRESS: at 45.11% examples, 703706 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:48,451 : INFO : EPOCH 19 - PROGRESS: at 45.47% examples, 704032 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:49,452 : INFO : EPOCH 19 - PROGRESS: at 45.82% examples, 704363 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:50,456 : INFO : EPOCH 19 - PROGRESS: at 46.17% examples, 704692 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:51,465 : INFO : EPOCH 19 - PROGRESS: at 46.53% examples, 705108 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:52,475 : INFO : EPOCH 19 - PROGRESS: at 46.88% examples, 705387 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:53,488 : INFO : EPOCH 19 - PROGRESS: at 47.23% examples, 705619 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:54,505 : INFO : EPOCH 19 - PROGRESS: at 47.61% examples, 706057 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:55,518 : INFO : EPOCH 19 - PROGRESS: at 48.00% examples, 706312 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:56,522 : INFO : EPOCH 19 - PROGRESS: at 48.39% examples, 706598 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:57,525 : INFO : EPOCH 19 - PROGRESS: at 48.76% examples, 706867 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:58,553 : INFO : EPOCH 19 - PROGRESS: at 49.12% examples, 707069 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:49:59,554 : INFO : EPOCH 19 - PROGRESS: at 49.50% examples, 707403 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:00,559 : INFO : EPOCH 19 - PROGRESS: at 49.85% examples, 707669 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:01,566 : INFO : EPOCH 19 - PROGRESS: at 50.21% examples, 707978 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:02,566 : INFO : EPOCH 19 - PROGRESS: at 50.56% examples, 708184 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:50:03,566 : INFO : EPOCH 19 - PROGRESS: at 50.95% examples, 708487 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:04,578 : INFO : EPOCH 19 - PROGRESS: at 51.33% examples, 708788 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:05,580 : INFO : EPOCH 19 - PROGRESS: at 51.70% examples, 709056 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:50:06,584 : INFO : EPOCH 19 - PROGRESS: at 52.06% examples, 709358 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:07,586 : INFO : EPOCH 19 - PROGRESS: at 52.43% examples, 709714 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:08,595 : INFO : EPOCH 19 - PROGRESS: at 52.79% examples, 709926 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:09,597 : INFO : EPOCH 19 - PROGRESS: at 53.15% examples, 710250 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:10,600 : INFO : EPOCH 19 - PROGRESS: at 53.52% examples, 710520 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:11,611 : INFO : EPOCH 19 - PROGRESS: at 53.87% examples, 710779 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:12,615 : INFO : EPOCH 19 - PROGRESS: at 54.21% examples, 711130 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:13,617 : INFO : EPOCH 19 - PROGRESS: at 54.56% examples, 711392 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:14,624 : INFO : EPOCH 19 - PROGRESS: at 54.92% examples, 711645 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:15,631 : INFO : EPOCH 19 - PROGRESS: at 55.31% examples, 711885 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:16,634 : INFO : EPOCH 19 - PROGRESS: at 55.65% examples, 712123 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:50:17,642 : INFO : EPOCH 19 - PROGRESS: at 56.02% examples, 712394 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:18,644 : INFO : EPOCH 19 - PROGRESS: at 56.38% examples, 712676 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:19,659 : INFO : EPOCH 19 - PROGRESS: at 56.74% examples, 712821 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:20,666 : INFO : EPOCH 19 - PROGRESS: at 57.10% examples, 713054 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:21,669 : INFO : EPOCH 19 - PROGRESS: at 57.46% examples, 713309 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:22,669 : INFO : EPOCH 19 - PROGRESS: at 57.83% examples, 713554 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:23,679 : INFO : EPOCH 19 - PROGRESS: at 58.19% examples, 713628 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:50:24,682 : INFO : EPOCH 19 - PROGRESS: at 58.56% examples, 713842 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:25,691 : INFO : EPOCH 19 - PROGRESS: at 58.93% examples, 714066 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:26,694 : INFO : EPOCH 19 - PROGRESS: at 59.31% examples, 714162 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:27,703 : INFO : EPOCH 19 - PROGRESS: at 59.70% examples, 714335 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:28,705 : INFO : EPOCH 19 - PROGRESS: at 60.06% examples, 714597 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:29,734 : INFO : EPOCH 19 - PROGRESS: at 60.44% examples, 714702 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:30,743 : INFO : EPOCH 19 - PROGRESS: at 60.82% examples, 714923 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:31,749 : INFO : EPOCH 19 - PROGRESS: at 61.19% examples, 715047 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:50:32,754 : INFO : EPOCH 19 - PROGRESS: at 61.57% examples, 715253 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:33,759 : INFO : EPOCH 19 - PROGRESS: at 61.93% examples, 715522 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:34,760 : INFO : EPOCH 19 - PROGRESS: at 62.28% examples, 715652 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:35,763 : INFO : EPOCH 19 - PROGRESS: at 62.65% examples, 715821 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:50:36,763 : INFO : EPOCH 19 - PROGRESS: at 62.99% examples, 716041 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:37,769 : INFO : EPOCH 19 - PROGRESS: at 63.34% examples, 716274 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:38,772 : INFO : EPOCH 19 - PROGRESS: at 63.71% examples, 716487 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:39,780 : INFO : EPOCH 19 - PROGRESS: at 64.08% examples, 716613 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:40,781 : INFO : EPOCH 19 - PROGRESS: at 64.46% examples, 716762 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:41,786 : INFO : EPOCH 19 - PROGRESS: at 64.84% examples, 716902 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:42,802 : INFO : EPOCH 19 - PROGRESS: at 65.22% examples, 717125 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:43,807 : INFO : EPOCH 19 - PROGRESS: at 65.61% examples, 717277 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:44,820 : INFO : EPOCH 19 - PROGRESS: at 65.97% examples, 717475 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:50:45,822 : INFO : EPOCH 19 - PROGRESS: at 66.33% examples, 717638 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:46,823 : INFO : EPOCH 19 - PROGRESS: at 66.71% examples, 717781 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:47,841 : INFO : EPOCH 19 - PROGRESS: at 67.08% examples, 717913 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:48,850 : INFO : EPOCH 19 - PROGRESS: at 67.47% examples, 718117 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:49,854 : INFO : EPOCH 19 - PROGRESS: at 67.85% examples, 718336 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:50:50,857 : INFO : EPOCH 19 - PROGRESS: at 68.23% examples, 718468 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:51,862 : INFO : EPOCH 19 - PROGRESS: at 68.61% examples, 718564 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:52,868 : INFO : EPOCH 19 - PROGRESS: at 68.95% examples, 718761 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:50:53,878 : INFO : EPOCH 19 - PROGRESS: at 69.33% examples, 718953 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:54,896 : INFO : EPOCH 19 - PROGRESS: at 69.71% examples, 719055 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:55,910 : INFO : EPOCH 19 - PROGRESS: at 70.09% examples, 719197 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:56,936 : INFO : EPOCH 19 - PROGRESS: at 70.48% examples, 719315 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:57,937 : INFO : EPOCH 19 - PROGRESS: at 70.83% examples, 719491 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:50:58,945 : INFO : EPOCH 19 - PROGRESS: at 71.19% examples, 719607 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:50:59,951 : INFO : EPOCH 19 - PROGRESS: at 71.58% examples, 719770 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:00,968 : INFO : EPOCH 19 - PROGRESS: at 71.95% examples, 719918 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:01,968 : INFO : EPOCH 19 - PROGRESS: at 72.30% examples, 720086 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:02,987 : INFO : EPOCH 19 - PROGRESS: at 72.67% examples, 720216 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:03,989 : INFO : EPOCH 19 - PROGRESS: at 73.04% examples, 720343 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:04,995 : INFO : EPOCH 19 - PROGRESS: at 73.42% examples, 720485 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:51:06,003 : INFO : EPOCH 19 - PROGRESS: at 73.77% examples, 720585 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:07,014 : INFO : EPOCH 19 - PROGRESS: at 74.15% examples, 720727 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:08,019 : INFO : EPOCH 19 - PROGRESS: at 74.47% examples, 720899 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:09,023 : INFO : EPOCH 19 - PROGRESS: at 74.84% examples, 720975 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:51:10,031 : INFO : EPOCH 19 - PROGRESS: at 75.19% examples, 721125 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:11,034 : INFO : EPOCH 19 - PROGRESS: at 75.59% examples, 721274 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:12,048 : INFO : EPOCH 19 - PROGRESS: at 75.96% examples, 721341 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:13,055 : INFO : EPOCH 19 - PROGRESS: at 76.32% examples, 721485 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:14,055 : INFO : EPOCH 19 - PROGRESS: at 76.67% examples, 721634 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:15,056 : INFO : EPOCH 19 - PROGRESS: at 77.03% examples, 721770 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:16,057 : INFO : EPOCH 19 - PROGRESS: at 77.40% examples, 721939 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:17,057 : INFO : EPOCH 19 - PROGRESS: at 77.75% examples, 722071 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:18,065 : INFO : EPOCH 19 - PROGRESS: at 78.12% examples, 722176 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:51:19,067 : INFO : EPOCH 19 - PROGRESS: at 78.48% examples, 722353 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:20,073 : INFO : EPOCH 19 - PROGRESS: at 78.83% examples, 722482 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:21,073 : INFO : EPOCH 19 - PROGRESS: at 79.21% examples, 722582 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:22,074 : INFO : EPOCH 19 - PROGRESS: at 79.59% examples, 722672 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:23,087 : INFO : EPOCH 19 - PROGRESS: at 79.94% examples, 722799 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:51:24,090 : INFO : EPOCH 19 - PROGRESS: at 80.31% examples, 722960 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:25,091 : INFO : EPOCH 19 - PROGRESS: at 80.65% examples, 723023 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:26,097 : INFO : EPOCH 19 - PROGRESS: at 81.01% examples, 723218 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:27,099 : INFO : EPOCH 19 - PROGRESS: at 81.35% examples, 723337 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:28,101 : INFO : EPOCH 19 - PROGRESS: at 81.70% examples, 723432 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:29,103 : INFO : EPOCH 19 - PROGRESS: at 82.05% examples, 723564 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:30,108 : INFO : EPOCH 19 - PROGRESS: at 82.43% examples, 723664 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:51:31,110 : INFO : EPOCH 19 - PROGRESS: at 82.79% examples, 723810 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:32,117 : INFO : EPOCH 19 - PROGRESS: at 83.14% examples, 723905 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:33,126 : INFO : EPOCH 19 - PROGRESS: at 83.52% examples, 724069 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:34,132 : INFO : EPOCH 19 - PROGRESS: at 83.91% examples, 724175 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:35,136 : INFO : EPOCH 19 - PROGRESS: at 84.28% examples, 724247 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:36,140 : INFO : EPOCH 19 - PROGRESS: at 84.64% examples, 724370 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:37,146 : INFO : EPOCH 19 - PROGRESS: at 84.94% examples, 724222 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:38,149 : INFO : EPOCH 19 - PROGRESS: at 85.25% examples, 724015 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:39,151 : INFO : EPOCH 19 - PROGRESS: at 85.54% examples, 723742 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:40,156 : INFO : EPOCH 19 - PROGRESS: at 85.84% examples, 723341 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:41,162 : INFO : EPOCH 19 - PROGRESS: at 86.14% examples, 722854 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:51:42,171 : INFO : EPOCH 19 - PROGRESS: at 86.47% examples, 722710 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:43,172 : INFO : EPOCH 19 - PROGRESS: at 86.82% examples, 722541 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:44,174 : INFO : EPOCH 19 - PROGRESS: at 87.15% examples, 722396 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:45,197 : INFO : EPOCH 19 - PROGRESS: at 87.48% examples, 722160 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:51:46,207 : INFO : EPOCH 19 - PROGRESS: at 87.84% examples, 722012 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:47,211 : INFO : EPOCH 19 - PROGRESS: at 88.16% examples, 721845 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:48,211 : INFO : EPOCH 19 - PROGRESS: at 88.50% examples, 721679 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:49,215 : INFO : EPOCH 19 - PROGRESS: at 88.85% examples, 721530 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:50,233 : INFO : EPOCH 19 - PROGRESS: at 89.17% examples, 721317 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:51,235 : INFO : EPOCH 19 - PROGRESS: at 89.51% examples, 721176 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:51:52,240 : INFO : EPOCH 19 - PROGRESS: at 89.85% examples, 721034 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:53,243 : INFO : EPOCH 19 - PROGRESS: at 90.17% examples, 720905 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:54,265 : INFO : EPOCH 19 - PROGRESS: at 90.50% examples, 720715 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:51:55,266 : INFO : EPOCH 19 - PROGRESS: at 90.82% examples, 720593 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:56,267 : INFO : EPOCH 19 - PROGRESS: at 91.13% examples, 720458 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:57,274 : INFO : EPOCH 19 - PROGRESS: at 91.47% examples, 720344 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:51:58,274 : INFO : EPOCH 19 - PROGRESS: at 91.81% examples, 720208 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:51:59,283 : INFO : EPOCH 19 - PROGRESS: at 92.14% examples, 720042 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:00,284 : INFO : EPOCH 19 - PROGRESS: at 92.48% examples, 719895 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:01,285 : INFO : EPOCH 19 - PROGRESS: at 92.82% examples, 719752 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:02,288 : INFO : EPOCH 19 - PROGRESS: at 93.14% examples, 719604 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:03,291 : INFO : EPOCH 19 - PROGRESS: at 93.48% examples, 719477 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:04,292 : INFO : EPOCH 19 - PROGRESS: at 93.80% examples, 719259 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:52:05,298 : INFO : EPOCH 19 - PROGRESS: at 94.12% examples, 719148 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:06,308 : INFO : EPOCH 19 - PROGRESS: at 94.44% examples, 719017 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:52:07,310 : INFO : EPOCH 19 - PROGRESS: at 94.75% examples, 718918 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:08,311 : INFO : EPOCH 19 - PROGRESS: at 95.08% examples, 718772 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:09,319 : INFO : EPOCH 19 - PROGRESS: at 95.41% examples, 718616 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:10,321 : INFO : EPOCH 19 - PROGRESS: at 95.74% examples, 718557 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:11,322 : INFO : EPOCH 19 - PROGRESS: at 96.06% examples, 718419 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:12,322 : INFO : EPOCH 19 - PROGRESS: at 96.37% examples, 718298 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:13,339 : INFO : EPOCH 19 - PROGRESS: at 96.72% examples, 718164 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:52:14,347 : INFO : EPOCH 19 - PROGRESS: at 97.09% examples, 718007 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:15,357 : INFO : EPOCH 19 - PROGRESS: at 97.44% examples, 717865 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:16,366 : INFO : EPOCH 19 - PROGRESS: at 97.78% examples, 717727 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:17,371 : INFO : EPOCH 19 - PROGRESS: at 98.12% examples, 717619 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:18,384 : INFO : EPOCH 19 - PROGRESS: at 98.48% examples, 717419 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:19,387 : INFO : EPOCH 19 - PROGRESS: at 98.80% examples, 717340 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:20,404 : INFO : EPOCH 19 - PROGRESS: at 99.14% examples, 717235 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:52:21,410 : INFO : EPOCH 19 - PROGRESS: at 99.48% examples, 717143 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:22,414 : INFO : EPOCH 19 - PROGRESS: at 99.81% examples, 717029 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:22,954 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 17:52:22,957 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 17:52:22,966 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 17:52:22,981 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 17:52:22,982 : INFO : EPOCH - 19 : training on 266061151 raw words (206821167 effective words) took 288.5s, 716949 effective words/s
2020-07-23 17:52:24,007 : INFO : EPOCH 20 - PROGRESS: at 0.35% examples, 655493 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:25,007 : INFO : EPOCH 20 - PROGRESS: at 0.69% examples, 669432 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:26,021 : INFO : EPOCH 20 - PROGRESS: at 1.01% examples, 672026 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:27,024 : INFO : EPOCH 20 - PROGRESS: at 1.31% examples, 677608 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:28,045 : INFO : EPOCH 20 - PROGRESS: at 1.66% examples, 677174 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:29,046 : INFO : EPOCH 20 - PROGRESS: at 2.00% examples, 678544 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:30,058 : INFO : EPOCH 20 - PROGRESS: at 2.32% examples, 679054 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:31,079 : INFO : EPOCH 20 - PROGRESS: at 2.64% examples, 679865 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:32,096 : INFO : EPOCH 20 - PROGRESS: at 2.98% examples, 679882 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:33,097 : INFO : EPOCH 20 - PROGRESS: at 3.30% examples, 680734 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:34,103 : INFO : EPOCH 20 - PROGRESS: at 3.63% examples, 680998 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:35,106 : INFO : EPOCH 20 - PROGRESS: at 3.96% examples, 680659 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:36,110 : INFO : EPOCH 20 - PROGRESS: at 4.27% examples, 682245 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:37,111 : INFO : EPOCH 20 - PROGRESS: at 4.60% examples, 681811 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:38,116 : INFO : EPOCH 20 - PROGRESS: at 4.93% examples, 681798 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:39,117 : INFO : EPOCH 20 - PROGRESS: at 5.24% examples, 681714 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:40,118 : INFO : EPOCH 20 - PROGRESS: at 5.56% examples, 681406 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:41,120 : INFO : EPOCH 20 - PROGRESS: at 5.91% examples, 681266 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:42,140 : INFO : EPOCH 20 - PROGRESS: at 6.24% examples, 681000 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:43,147 : INFO : EPOCH 20 - PROGRESS: at 6.55% examples, 680902 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:44,155 : INFO : EPOCH 20 - PROGRESS: at 6.87% examples, 681252 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:45,174 : INFO : EPOCH 20 - PROGRESS: at 7.21% examples, 680973 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:46,175 : INFO : EPOCH 20 - PROGRESS: at 7.56% examples, 681075 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:47,194 : INFO : EPOCH 20 - PROGRESS: at 7.89% examples, 680942 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:48,198 : INFO : EPOCH 20 - PROGRESS: at 8.20% examples, 681256 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:49,200 : INFO : EPOCH 20 - PROGRESS: at 8.52% examples, 681318 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:50,203 : INFO : EPOCH 20 - PROGRESS: at 8.87% examples, 681811 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:51,204 : INFO : EPOCH 20 - PROGRESS: at 9.19% examples, 681676 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:52,214 : INFO : EPOCH 20 - PROGRESS: at 9.52% examples, 681826 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:53,216 : INFO : EPOCH 20 - PROGRESS: at 9.83% examples, 681989 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:54,219 : INFO : EPOCH 20 - PROGRESS: at 10.19% examples, 682051 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:55,225 : INFO : EPOCH 20 - PROGRESS: at 10.51% examples, 682138 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:56,240 : INFO : EPOCH 20 - PROGRESS: at 10.86% examples, 682074 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:57,242 : INFO : EPOCH 20 - PROGRESS: at 11.18% examples, 682556 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:58,244 : INFO : EPOCH 20 - PROGRESS: at 11.52% examples, 682917 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:52:59,246 : INFO : EPOCH 20 - PROGRESS: at 11.83% examples, 682891 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:00,248 : INFO : EPOCH 20 - PROGRESS: at 12.19% examples, 682563 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:01,249 : INFO : EPOCH 20 - PROGRESS: at 12.50% examples, 682428 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:02,260 : INFO : EPOCH 20 - PROGRESS: at 12.84% examples, 682386 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:03,269 : INFO : EPOCH 20 - PROGRESS: at 13.19% examples, 682268 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:04,271 : INFO : EPOCH 20 - PROGRESS: at 13.55% examples, 682326 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:53:05,285 : INFO : EPOCH 20 - PROGRESS: at 13.87% examples, 682348 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:06,310 : INFO : EPOCH 20 - PROGRESS: at 14.21% examples, 682351 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:07,311 : INFO : EPOCH 20 - PROGRESS: at 14.56% examples, 682280 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:08,314 : INFO : EPOCH 20 - PROGRESS: at 14.91% examples, 682334 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:09,339 : INFO : EPOCH 20 - PROGRESS: at 15.25% examples, 682206 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:10,341 : INFO : EPOCH 20 - PROGRESS: at 15.58% examples, 682278 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:11,355 : INFO : EPOCH 20 - PROGRESS: at 15.93% examples, 682057 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:12,364 : INFO : EPOCH 20 - PROGRESS: at 16.27% examples, 682013 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:53:13,364 : INFO : EPOCH 20 - PROGRESS: at 16.59% examples, 681992 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:14,371 : INFO : EPOCH 20 - PROGRESS: at 16.95% examples, 681887 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:53:15,378 : INFO : EPOCH 20 - PROGRESS: at 17.25% examples, 682084 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:16,383 : INFO : EPOCH 20 - PROGRESS: at 17.58% examples, 682127 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:17,391 : INFO : EPOCH 20 - PROGRESS: at 17.92% examples, 682108 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:18,400 : INFO : EPOCH 20 - PROGRESS: at 18.25% examples, 681998 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:19,400 : INFO : EPOCH 20 - PROGRESS: at 18.58% examples, 682335 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:20,402 : INFO : EPOCH 20 - PROGRESS: at 18.90% examples, 682342 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:21,407 : INFO : EPOCH 20 - PROGRESS: at 19.23% examples, 682455 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:53:22,416 : INFO : EPOCH 20 - PROGRESS: at 19.56% examples, 682426 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:23,423 : INFO : EPOCH 20 - PROGRESS: at 19.89% examples, 682428 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:24,425 : INFO : EPOCH 20 - PROGRESS: at 20.22% examples, 682044 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:25,428 : INFO : EPOCH 20 - PROGRESS: at 20.55% examples, 682084 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:26,434 : INFO : EPOCH 20 - PROGRESS: at 20.89% examples, 682093 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:53:27,436 : INFO : EPOCH 20 - PROGRESS: at 21.23% examples, 682081 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:28,442 : INFO : EPOCH 20 - PROGRESS: at 21.56% examples, 682097 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:29,455 : INFO : EPOCH 20 - PROGRESS: at 21.89% examples, 682194 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:53:30,460 : INFO : EPOCH 20 - PROGRESS: at 22.24% examples, 682085 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:53:31,469 : INFO : EPOCH 20 - PROGRESS: at 22.55% examples, 682261 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:32,483 : INFO : EPOCH 20 - PROGRESS: at 22.90% examples, 682333 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:33,496 : INFO : EPOCH 20 - PROGRESS: at 23.23% examples, 682337 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:34,502 : INFO : EPOCH 20 - PROGRESS: at 23.56% examples, 682487 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:35,522 : INFO : EPOCH 20 - PROGRESS: at 23.91% examples, 682196 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:36,523 : INFO : EPOCH 20 - PROGRESS: at 24.25% examples, 682363 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:37,536 : INFO : EPOCH 20 - PROGRESS: at 24.56% examples, 682267 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:38,539 : INFO : EPOCH 20 - PROGRESS: at 24.89% examples, 682284 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:39,540 : INFO : EPOCH 20 - PROGRESS: at 25.21% examples, 682502 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:40,544 : INFO : EPOCH 20 - PROGRESS: at 25.54% examples, 682459 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:41,547 : INFO : EPOCH 20 - PROGRESS: at 25.85% examples, 682466 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:42,553 : INFO : EPOCH 20 - PROGRESS: at 26.20% examples, 682484 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:43,558 : INFO : EPOCH 20 - PROGRESS: at 26.55% examples, 682377 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:44,560 : INFO : EPOCH 20 - PROGRESS: at 26.91% examples, 682339 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:45,568 : INFO : EPOCH 20 - PROGRESS: at 27.22% examples, 681962 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:53:46,588 : INFO : EPOCH 20 - PROGRESS: at 27.56% examples, 681532 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:47,592 : INFO : EPOCH 20 - PROGRESS: at 27.89% examples, 681246 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:48,609 : INFO : EPOCH 20 - PROGRESS: at 28.24% examples, 680925 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:49,612 : INFO : EPOCH 20 - PROGRESS: at 28.55% examples, 680679 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:50,643 : INFO : EPOCH 20 - PROGRESS: at 28.89% examples, 680186 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:51,644 : INFO : EPOCH 20 - PROGRESS: at 29.23% examples, 679936 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:52,660 : INFO : EPOCH 20 - PROGRESS: at 29.55% examples, 679815 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:53,669 : INFO : EPOCH 20 - PROGRESS: at 29.84% examples, 679744 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:54,670 : INFO : EPOCH 20 - PROGRESS: at 30.15% examples, 679689 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:55,692 : INFO : EPOCH 20 - PROGRESS: at 30.46% examples, 679528 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:53:56,708 : INFO : EPOCH 20 - PROGRESS: at 30.80% examples, 679446 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:57,712 : INFO : EPOCH 20 - PROGRESS: at 31.13% examples, 679409 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:58,714 : INFO : EPOCH 20 - PROGRESS: at 31.45% examples, 679206 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:53:59,715 : INFO : EPOCH 20 - PROGRESS: at 31.78% examples, 679085 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:00,722 : INFO : EPOCH 20 - PROGRESS: at 32.06% examples, 678935 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:01,744 : INFO : EPOCH 20 - PROGRESS: at 32.37% examples, 678556 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:02,752 : INFO : EPOCH 20 - PROGRESS: at 32.66% examples, 678486 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:03,761 : INFO : EPOCH 20 - PROGRESS: at 33.01% examples, 678246 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:04,776 : INFO : EPOCH 20 - PROGRESS: at 33.34% examples, 677770 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:05,793 : INFO : EPOCH 20 - PROGRESS: at 33.64% examples, 677648 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:54:06,795 : INFO : EPOCH 20 - PROGRESS: at 33.98% examples, 677478 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:07,813 : INFO : EPOCH 20 - PROGRESS: at 34.29% examples, 677438 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:08,815 : INFO : EPOCH 20 - PROGRESS: at 34.63% examples, 677474 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:09,822 : INFO : EPOCH 20 - PROGRESS: at 34.97% examples, 677296 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:10,833 : INFO : EPOCH 20 - PROGRESS: at 35.30% examples, 677293 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:11,836 : INFO : EPOCH 20 - PROGRESS: at 35.62% examples, 677260 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:12,851 : INFO : EPOCH 20 - PROGRESS: at 35.93% examples, 677344 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:54:13,852 : INFO : EPOCH 20 - PROGRESS: at 36.26% examples, 677308 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:14,859 : INFO : EPOCH 20 - PROGRESS: at 36.57% examples, 677220 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:15,863 : INFO : EPOCH 20 - PROGRESS: at 36.86% examples, 677056 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:16,869 : INFO : EPOCH 20 - PROGRESS: at 37.18% examples, 676988 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:17,887 : INFO : EPOCH 20 - PROGRESS: at 37.51% examples, 676629 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:18,903 : INFO : EPOCH 20 - PROGRESS: at 37.84% examples, 676138 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:19,911 : INFO : EPOCH 20 - PROGRESS: at 38.14% examples, 675769 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:20,928 : INFO : EPOCH 20 - PROGRESS: at 38.40% examples, 674926 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:21,944 : INFO : EPOCH 20 - PROGRESS: at 38.75% examples, 675409 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:22,949 : INFO : EPOCH 20 - PROGRESS: at 39.12% examples, 675928 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:23,973 : INFO : EPOCH 20 - PROGRESS: at 39.47% examples, 676491 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:54:24,982 : INFO : EPOCH 20 - PROGRESS: at 39.86% examples, 677059 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:25,985 : INFO : EPOCH 20 - PROGRESS: at 40.20% examples, 677657 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:26,990 : INFO : EPOCH 20 - PROGRESS: at 40.56% examples, 678349 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:27,994 : INFO : EPOCH 20 - PROGRESS: at 40.91% examples, 678789 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:54:29,004 : INFO : EPOCH 20 - PROGRESS: at 41.28% examples, 679283 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:30,022 : INFO : EPOCH 20 - PROGRESS: at 41.60% examples, 679707 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:31,024 : INFO : EPOCH 20 - PROGRESS: at 41.94% examples, 680077 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:54:32,032 : INFO : EPOCH 20 - PROGRESS: at 42.31% examples, 680460 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:54:33,036 : INFO : EPOCH 20 - PROGRESS: at 42.68% examples, 680846 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:34,045 : INFO : EPOCH 20 - PROGRESS: at 43.03% examples, 681120 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:35,050 : INFO : EPOCH 20 - PROGRESS: at 43.36% examples, 681532 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:36,053 : INFO : EPOCH 20 - PROGRESS: at 43.72% examples, 681973 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:54:37,055 : INFO : EPOCH 20 - PROGRESS: at 44.07% examples, 682355 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:38,073 : INFO : EPOCH 20 - PROGRESS: at 44.45% examples, 682763 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:39,081 : INFO : EPOCH 20 - PROGRESS: at 44.83% examples, 683167 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:40,086 : INFO : EPOCH 20 - PROGRESS: at 45.20% examples, 683601 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:41,112 : INFO : EPOCH 20 - PROGRESS: at 45.56% examples, 683951 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:42,115 : INFO : EPOCH 20 - PROGRESS: at 45.91% examples, 684487 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:43,119 : INFO : EPOCH 20 - PROGRESS: at 46.24% examples, 684909 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:44,126 : INFO : EPOCH 20 - PROGRESS: at 46.61% examples, 685315 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:45,144 : INFO : EPOCH 20 - PROGRESS: at 46.95% examples, 685661 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:46,150 : INFO : EPOCH 20 - PROGRESS: at 47.29% examples, 685964 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:47,155 : INFO : EPOCH 20 - PROGRESS: at 47.65% examples, 686348 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:48,155 : INFO : EPOCH 20 - PROGRESS: at 48.03% examples, 686591 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:49,161 : INFO : EPOCH 20 - PROGRESS: at 48.42% examples, 686791 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:50,176 : INFO : EPOCH 20 - PROGRESS: at 48.78% examples, 687113 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:51,181 : INFO : EPOCH 20 - PROGRESS: at 49.13% examples, 687449 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:52,184 : INFO : EPOCH 20 - PROGRESS: at 49.50% examples, 687789 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:53,189 : INFO : EPOCH 20 - PROGRESS: at 49.85% examples, 688176 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:54,205 : INFO : EPOCH 20 - PROGRESS: at 50.21% examples, 688514 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:55,210 : INFO : EPOCH 20 - PROGRESS: at 50.56% examples, 688820 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:56,214 : INFO : EPOCH 20 - PROGRESS: at 50.95% examples, 689220 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:57,215 : INFO : EPOCH 20 - PROGRESS: at 51.32% examples, 689524 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:58,219 : INFO : EPOCH 20 - PROGRESS: at 51.69% examples, 689872 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:54:59,222 : INFO : EPOCH 20 - PROGRESS: at 52.04% examples, 690127 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:00,224 : INFO : EPOCH 20 - PROGRESS: at 52.39% examples, 690382 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:01,235 : INFO : EPOCH 20 - PROGRESS: at 52.73% examples, 690652 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:02,237 : INFO : EPOCH 20 - PROGRESS: at 53.10% examples, 690870 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:03,241 : INFO : EPOCH 20 - PROGRESS: at 53.44% examples, 691101 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:04,245 : INFO : EPOCH 20 - PROGRESS: at 53.78% examples, 691318 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:05,251 : INFO : EPOCH 20 - PROGRESS: at 54.13% examples, 691483 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:06,254 : INFO : EPOCH 20 - PROGRESS: at 54.46% examples, 691761 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:07,259 : INFO : EPOCH 20 - PROGRESS: at 54.80% examples, 692115 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:08,287 : INFO : EPOCH 20 - PROGRESS: at 55.18% examples, 692328 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:09,297 : INFO : EPOCH 20 - PROGRESS: at 55.54% examples, 692659 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:10,308 : INFO : EPOCH 20 - PROGRESS: at 55.87% examples, 692967 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:11,308 : INFO : EPOCH 20 - PROGRESS: at 56.25% examples, 693273 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:55:12,324 : INFO : EPOCH 20 - PROGRESS: at 56.60% examples, 693520 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:13,333 : INFO : EPOCH 20 - PROGRESS: at 56.97% examples, 693769 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:14,343 : INFO : EPOCH 20 - PROGRESS: at 57.29% examples, 693811 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:15,363 : INFO : EPOCH 20 - PROGRESS: at 57.64% examples, 693800 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:16,371 : INFO : EPOCH 20 - PROGRESS: at 57.97% examples, 693790 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:17,372 : INFO : EPOCH 20 - PROGRESS: at 58.33% examples, 693676 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:55:18,372 : INFO : EPOCH 20 - PROGRESS: at 58.64% examples, 693607 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:19,379 : INFO : EPOCH 20 - PROGRESS: at 58.99% examples, 693582 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:55:20,382 : INFO : EPOCH 20 - PROGRESS: at 59.34% examples, 693547 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:21,394 : INFO : EPOCH 20 - PROGRESS: at 59.69% examples, 693436 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:22,394 : INFO : EPOCH 20 - PROGRESS: at 60.03% examples, 693420 words/s, in_qsize 6, out_qsize 1
2020-07-23 17:55:23,396 : INFO : EPOCH 20 - PROGRESS: at 60.37% examples, 693284 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:24,404 : INFO : EPOCH 20 - PROGRESS: at 60.70% examples, 693268 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:25,412 : INFO : EPOCH 20 - PROGRESS: at 61.05% examples, 693224 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:26,419 : INFO : EPOCH 20 - PROGRESS: at 61.39% examples, 693117 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:27,424 : INFO : EPOCH 20 - PROGRESS: at 61.71% examples, 693060 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:28,435 : INFO : EPOCH 20 - PROGRESS: at 62.04% examples, 693004 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:29,436 : INFO : EPOCH 20 - PROGRESS: at 62.38% examples, 692982 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:30,437 : INFO : EPOCH 20 - PROGRESS: at 62.70% examples, 692872 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:31,453 : INFO : EPOCH 20 - PROGRESS: at 63.02% examples, 692814 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:32,474 : INFO : EPOCH 20 - PROGRESS: at 63.34% examples, 692775 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:33,504 : INFO : EPOCH 20 - PROGRESS: at 63.68% examples, 692699 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:55:34,514 : INFO : EPOCH 20 - PROGRESS: at 64.04% examples, 692663 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:35,521 : INFO : EPOCH 20 - PROGRESS: at 64.37% examples, 692563 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:36,527 : INFO : EPOCH 20 - PROGRESS: at 64.73% examples, 692519 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:37,532 : INFO : EPOCH 20 - PROGRESS: at 65.07% examples, 692447 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:38,548 : INFO : EPOCH 20 - PROGRESS: at 65.40% examples, 692418 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:39,550 : INFO : EPOCH 20 - PROGRESS: at 65.76% examples, 692337 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:40,551 : INFO : EPOCH 20 - PROGRESS: at 66.08% examples, 692351 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:41,563 : INFO : EPOCH 20 - PROGRESS: at 66.42% examples, 692248 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:42,569 : INFO : EPOCH 20 - PROGRESS: at 66.76% examples, 692223 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:43,579 : INFO : EPOCH 20 - PROGRESS: at 67.12% examples, 692210 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:44,581 : INFO : EPOCH 20 - PROGRESS: at 67.46% examples, 692203 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:45,584 : INFO : EPOCH 20 - PROGRESS: at 67.79% examples, 692121 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:46,592 : INFO : EPOCH 20 - PROGRESS: at 68.14% examples, 692016 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:47,593 : INFO : EPOCH 20 - PROGRESS: at 68.49% examples, 691918 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:48,605 : INFO : EPOCH 20 - PROGRESS: at 68.81% examples, 691898 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:49,617 : INFO : EPOCH 20 - PROGRESS: at 69.13% examples, 691873 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:50,632 : INFO : EPOCH 20 - PROGRESS: at 69.48% examples, 691786 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:51,637 : INFO : EPOCH 20 - PROGRESS: at 69.84% examples, 691730 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:52,651 : INFO : EPOCH 20 - PROGRESS: at 70.18% examples, 691709 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:53,658 : INFO : EPOCH 20 - PROGRESS: at 70.52% examples, 691659 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:54,662 : INFO : EPOCH 20 - PROGRESS: at 70.85% examples, 691628 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:55,663 : INFO : EPOCH 20 - PROGRESS: at 71.18% examples, 691576 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:56,670 : INFO : EPOCH 20 - PROGRESS: at 71.53% examples, 691526 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:57,683 : INFO : EPOCH 20 - PROGRESS: at 71.86% examples, 691489 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:55:58,690 : INFO : EPOCH 20 - PROGRESS: at 72.20% examples, 691470 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:55:59,702 : INFO : EPOCH 20 - PROGRESS: at 72.53% examples, 691475 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:00,702 : INFO : EPOCH 20 - PROGRESS: at 72.86% examples, 691415 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:01,704 : INFO : EPOCH 20 - PROGRESS: at 73.20% examples, 691357 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:02,716 : INFO : EPOCH 20 - PROGRESS: at 73.53% examples, 691293 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:03,718 : INFO : EPOCH 20 - PROGRESS: at 73.85% examples, 691256 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:56:04,723 : INFO : EPOCH 20 - PROGRESS: at 74.19% examples, 691225 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:05,731 : INFO : EPOCH 20 - PROGRESS: at 74.50% examples, 691217 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:06,740 : INFO : EPOCH 20 - PROGRESS: at 74.83% examples, 691172 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:07,752 : INFO : EPOCH 20 - PROGRESS: at 75.16% examples, 691147 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:08,761 : INFO : EPOCH 20 - PROGRESS: at 75.52% examples, 691133 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:09,776 : INFO : EPOCH 20 - PROGRESS: at 75.87% examples, 691070 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:56:10,779 : INFO : EPOCH 20 - PROGRESS: at 76.19% examples, 691107 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:11,796 : INFO : EPOCH 20 - PROGRESS: at 76.52% examples, 691069 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:56:12,819 : INFO : EPOCH 20 - PROGRESS: at 76.84% examples, 690997 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:13,832 : INFO : EPOCH 20 - PROGRESS: at 77.18% examples, 690995 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:56:14,837 : INFO : EPOCH 20 - PROGRESS: at 77.50% examples, 690943 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:15,855 : INFO : EPOCH 20 - PROGRESS: at 77.85% examples, 690951 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:16,862 : INFO : EPOCH 20 - PROGRESS: at 78.19% examples, 690879 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:17,879 : INFO : EPOCH 20 - PROGRESS: at 78.51% examples, 690850 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:18,892 : INFO : EPOCH 20 - PROGRESS: at 78.84% examples, 690837 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:19,896 : INFO : EPOCH 20 - PROGRESS: at 79.19% examples, 690797 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:20,901 : INFO : EPOCH 20 - PROGRESS: at 79.53% examples, 690750 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:21,913 : INFO : EPOCH 20 - PROGRESS: at 79.85% examples, 690725 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:22,915 : INFO : EPOCH 20 - PROGRESS: at 80.19% examples, 690709 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:23,927 : INFO : EPOCH 20 - PROGRESS: at 80.51% examples, 690662 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:24,940 : INFO : EPOCH 20 - PROGRESS: at 80.83% examples, 690648 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:25,941 : INFO : EPOCH 20 - PROGRESS: at 81.15% examples, 690661 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:26,957 : INFO : EPOCH 20 - PROGRESS: at 81.47% examples, 690580 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:56:27,967 : INFO : EPOCH 20 - PROGRESS: at 81.77% examples, 690553 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:28,975 : INFO : EPOCH 20 - PROGRESS: at 82.11% examples, 690509 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:29,976 : INFO : EPOCH 20 - PROGRESS: at 82.45% examples, 690426 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:30,983 : INFO : EPOCH 20 - PROGRESS: at 82.74% examples, 690115 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:31,985 : INFO : EPOCH 20 - PROGRESS: at 83.09% examples, 690392 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:56:33,002 : INFO : EPOCH 20 - PROGRESS: at 83.47% examples, 690650 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:34,011 : INFO : EPOCH 20 - PROGRESS: at 83.85% examples, 690890 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:35,039 : INFO : EPOCH 20 - PROGRESS: at 84.24% examples, 691097 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:36,039 : INFO : EPOCH 20 - PROGRESS: at 84.60% examples, 691332 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:56:37,040 : INFO : EPOCH 20 - PROGRESS: at 84.94% examples, 691625 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:38,050 : INFO : EPOCH 20 - PROGRESS: at 85.28% examples, 691817 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:39,053 : INFO : EPOCH 20 - PROGRESS: at 85.62% examples, 692090 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:40,067 : INFO : EPOCH 20 - PROGRESS: at 85.98% examples, 692316 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:41,069 : INFO : EPOCH 20 - PROGRESS: at 86.34% examples, 692551 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:42,077 : INFO : EPOCH 20 - PROGRESS: at 86.73% examples, 692787 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:43,086 : INFO : EPOCH 20 - PROGRESS: at 87.10% examples, 692996 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:44,111 : INFO : EPOCH 20 - PROGRESS: at 87.46% examples, 693178 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:45,114 : INFO : EPOCH 20 - PROGRESS: at 87.86% examples, 693436 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:56:46,117 : INFO : EPOCH 20 - PROGRESS: at 88.22% examples, 693639 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:56:47,132 : INFO : EPOCH 20 - PROGRESS: at 88.60% examples, 693840 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:48,145 : INFO : EPOCH 20 - PROGRESS: at 88.98% examples, 694075 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:49,157 : INFO : EPOCH 20 - PROGRESS: at 89.36% examples, 694284 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:50,175 : INFO : EPOCH 20 - PROGRESS: at 89.71% examples, 694478 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:51,179 : INFO : EPOCH 20 - PROGRESS: at 90.06% examples, 694539 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:52,203 : INFO : EPOCH 20 - PROGRESS: at 90.37% examples, 694467 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:53,204 : INFO : EPOCH 20 - PROGRESS: at 90.72% examples, 694432 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:54,224 : INFO : EPOCH 20 - PROGRESS: at 91.03% examples, 694418 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:55,230 : INFO : EPOCH 20 - PROGRESS: at 91.36% examples, 694464 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:56,240 : INFO : EPOCH 20 - PROGRESS: at 91.71% examples, 694373 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:57,242 : INFO : EPOCH 20 - PROGRESS: at 92.04% examples, 694364 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:58,250 : INFO : EPOCH 20 - PROGRESS: at 92.37% examples, 694316 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:56:59,253 : INFO : EPOCH 20 - PROGRESS: at 92.71% examples, 694173 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:00,258 : INFO : EPOCH 20 - PROGRESS: at 93.03% examples, 693992 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:01,270 : INFO : EPOCH 20 - PROGRESS: at 93.31% examples, 693678 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:02,277 : INFO : EPOCH 20 - PROGRESS: at 93.68% examples, 693935 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:03,287 : INFO : EPOCH 20 - PROGRESS: at 94.04% examples, 694100 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:04,293 : INFO : EPOCH 20 - PROGRESS: at 94.39% examples, 694283 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:57:05,295 : INFO : EPOCH 20 - PROGRESS: at 94.72% examples, 694507 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:06,312 : INFO : EPOCH 20 - PROGRESS: at 95.09% examples, 694680 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:07,333 : INFO : EPOCH 20 - PROGRESS: at 95.47% examples, 694899 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:57:08,337 : INFO : EPOCH 20 - PROGRESS: at 95.83% examples, 695129 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:09,337 : INFO : EPOCH 20 - PROGRESS: at 96.17% examples, 695372 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:10,342 : INFO : EPOCH 20 - PROGRESS: at 96.53% examples, 695576 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:11,347 : INFO : EPOCH 20 - PROGRESS: at 96.92% examples, 695605 words/s, in_qsize 8, out_qsize 1
2020-07-23 17:57:12,348 : INFO : EPOCH 20 - PROGRESS: at 97.28% examples, 695581 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:13,365 : INFO : EPOCH 20 - PROGRESS: at 97.62% examples, 695517 words/s, in_qsize 7, out_qsize 1
2020-07-23 17:57:14,374 : INFO : EPOCH 20 - PROGRESS: at 97.96% examples, 695472 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:15,386 : INFO : EPOCH 20 - PROGRESS: at 98.33% examples, 695454 words/s, in_qsize 8, out_qsize 0
2020-07-23 17:57:16,390 : INFO : EPOCH 20 - PROGRESS: at 98.64% examples, 695411 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:17,408 : INFO : EPOCH 20 - PROGRESS: at 98.99% examples, 695357 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:18,413 : INFO : EPOCH 20 - PROGRESS: at 99.31% examples, 695339 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:19,421 : INFO : EPOCH 20 - PROGRESS: at 99.64% examples, 695305 words/s, in_qsize 7, out_qsize 0
2020-07-23 17:57:20,429 : INFO : EPOCH 20 - PROGRESS: at 99.99% examples, 695244 words/s, in_qsize 3, out_qsize 1
2020-07-23 17:57:20,431 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 17:57:20,433 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 17:57:20,438 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 17:57:20,452 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 17:57:20,452 : INFO : EPOCH - 20 : training on 266061151 raw words (206815724 effective words) took 297.5s, 695266 effective words/s
2020-07-23 17:57:20,453 : INFO : training on a 5321223020 raw words (4136364006 effective words) took 5805.6s, 712476 effective words/s
2020-07-23 17:57:20,453 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[0]-1595527040.453851].model, separately None
2020-07-23 17:57:20,454 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[0]-1595527040.453851].model.trainables.syn1neg.npy
2020-07-23 17:57:20,588 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[0]-1595527040.453851].model.wv.vectors.npy
2020-07-23 17:57:20,716 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[0]-1595527040.453851].model.docvecs.vectors_docs.npy
2020-07-23 17:57:21,456 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[0]-1595527040.453851].model
2020-07-23 17:57:21,457 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[0]-1595527040.453851].model
2020-07-23 18:19:28,123 : INFO : collecting all words and their counts
2020-07-23 18:19:28,126 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-23 18:19:29,514 : INFO : PROGRESS: at example #10000, processed 6475466 words (4670000/s), 33784 word types, 454451 tags
2020-07-23 18:19:30,971 : INFO : PROGRESS: at example #20000, processed 13193797 words (4611836/s), 35773 word types, 454451 tags
2020-07-23 18:19:32,456 : INFO : PROGRESS: at example #30000, processed 19993709 words (4584856/s), 37461 word types, 454451 tags
2020-07-23 18:19:33,940 : INFO : PROGRESS: at example #40000, processed 26733829 words (4542880/s), 38933 word types, 454451 tags
2020-07-23 18:19:35,415 : INFO : PROGRESS: at example #50000, processed 33423757 words (4540048/s), 40965 word types, 454451 tags
2020-07-23 18:19:36,923 : INFO : PROGRESS: at example #60000, processed 40136098 words (4453748/s), 42562 word types, 454451 tags
2020-07-23 18:19:38,398 : INFO : PROGRESS: at example #70000, processed 46713983 words (4460730/s), 44165 word types, 454451 tags
2020-07-23 18:19:39,894 : INFO : PROGRESS: at example #80000, processed 53405983 words (4477183/s), 45837 word types, 454451 tags
2020-07-23 18:19:41,368 : INFO : PROGRESS: at example #90000, processed 59987104 words (4469670/s), 48281 word types, 454451 tags
2020-07-23 18:19:42,856 : INFO : PROGRESS: at example #100000, processed 66608012 words (4451849/s), 49691 word types, 454451 tags
2020-07-23 18:19:44,303 : INFO : PROGRESS: at example #110000, processed 73025527 words (4438903/s), 51121 word types, 454451 tags
2020-07-23 18:19:45,830 : INFO : PROGRESS: at example #120000, processed 79797811 words (4436437/s), 52910 word types, 454451 tags
2020-07-23 18:19:47,350 : INFO : PROGRESS: at example #130000, processed 86430024 words (4367554/s), 54187 word types, 454451 tags
2020-07-23 18:19:48,870 : INFO : PROGRESS: at example #140000, processed 93158690 words (4427573/s), 55428 word types, 454451 tags
2020-07-23 18:19:50,336 : INFO : PROGRESS: at example #150000, processed 99639846 words (4425479/s), 56660 word types, 454451 tags
2020-07-23 18:19:51,857 : INFO : PROGRESS: at example #160000, processed 106331955 words (4400520/s), 57952 word types, 454451 tags
2020-07-23 18:19:53,382 : INFO : PROGRESS: at example #170000, processed 113067897 words (4421065/s), 59450 word types, 454451 tags
2020-07-23 18:19:54,915 : INFO : PROGRESS: at example #180000, processed 119842517 words (4421005/s), 62093 word types, 454451 tags
2020-07-23 18:19:56,411 : INFO : PROGRESS: at example #190000, processed 126427307 words (4403881/s), 62947 word types, 454451 tags
2020-07-23 18:19:57,948 : INFO : PROGRESS: at example #200000, processed 133208744 words (4416204/s), 64203 word types, 454451 tags
2020-07-23 18:19:59,454 : INFO : PROGRESS: at example #210000, processed 139825960 words (4395973/s), 65691 word types, 454451 tags
2020-07-23 18:20:00,990 : INFO : PROGRESS: at example #220000, processed 146540473 words (4374907/s), 66964 word types, 454451 tags
2020-07-23 18:20:02,519 : INFO : PROGRESS: at example #230000, processed 153282741 words (4412833/s), 68040 word types, 454451 tags
2020-07-23 18:20:03,993 : INFO : PROGRESS: at example #240000, processed 159783346 words (4413513/s), 69297 word types, 454451 tags
2020-07-23 18:20:05,522 : INFO : PROGRESS: at example #250000, processed 166509143 words (4400998/s), 70958 word types, 454451 tags
2020-07-23 18:20:07,014 : INFO : PROGRESS: at example #260000, processed 173086070 words (4411522/s), 72388 word types, 454451 tags
2020-07-23 18:20:08,550 : INFO : PROGRESS: at example #270000, processed 179828151 words (4391007/s), 73611 word types, 454451 tags
2020-07-23 18:20:10,046 : INFO : PROGRESS: at example #280000, processed 186472891 words (4443486/s), 75017 word types, 454451 tags
2020-07-23 18:20:11,503 : INFO : PROGRESS: at example #290000, processed 192943749 words (4446463/s), 76259 word types, 454451 tags
2020-07-23 18:20:13,020 : INFO : PROGRESS: at example #300000, processed 199697413 words (4454602/s), 77170 word types, 454451 tags
2020-07-23 18:20:14,492 : INFO : PROGRESS: at example #310000, processed 206239477 words (4445865/s), 78817 word types, 454451 tags
2020-07-23 18:20:16,025 : INFO : PROGRESS: at example #320000, processed 213045841 words (4443856/s), 80366 word types, 454451 tags
2020-07-23 18:20:17,512 : INFO : PROGRESS: at example #330000, processed 219641061 words (4439267/s), 82309 word types, 454451 tags
2020-07-23 18:20:19,003 : INFO : PROGRESS: at example #340000, processed 226292147 words (4462959/s), 83294 word types, 454451 tags
2020-07-23 18:20:20,510 : INFO : PROGRESS: at example #350000, processed 232981714 words (4442522/s), 84859 word types, 454451 tags
2020-07-23 18:20:22,001 : INFO : PROGRESS: at example #360000, processed 239608307 words (4444554/s), 85857 word types, 454451 tags
2020-07-23 18:20:23,526 : INFO : PROGRESS: at example #370000, processed 246397752 words (4457296/s), 86722 word types, 454451 tags
2020-07-23 18:20:25,074 : INFO : PROGRESS: at example #380000, processed 253218286 words (4406503/s), 87743 word types, 454451 tags
2020-07-23 18:20:26,623 : INFO : PROGRESS: at example #390000, processed 260065555 words (4424410/s), 89096 word types, 454451 tags
2020-07-23 18:20:28,129 : INFO : collected 91189 word types and 454451 unique tags from a corpus of 400000 examples and 266682872 words
2020-07-23 18:20:28,130 : INFO : Updating model with new vocabulary
2020-07-23 18:20:28,297 : INFO : New added 91189 unique words (50% of original 182378) and increased the count of 91189 pre-existing words (50% of original 182378)
2020-07-23 18:20:28,852 : INFO : deleting the raw counts dictionary of 91189 items
2020-07-23 18:20:28,857 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-23 18:20:28,858 : INFO : downsampling leaves estimated 421717988 word corpus (158.1% of prior 266682872)
2020-07-23 18:20:29,142 : INFO : estimated required memory for 182378 words and 500 dimensions: 1729603000 bytes
2020-07-23 18:20:29,143 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-23 18:20:39,828 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-23 18:20:39,829 : INFO : training model with 4 workers on 167722 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-23 18:20:40,838 : INFO : EPOCH 1 - PROGRESS: at 0.34% examples, 704827 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:41,851 : INFO : EPOCH 1 - PROGRESS: at 0.72% examples, 717644 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:42,853 : INFO : EPOCH 1 - PROGRESS: at 1.08% examples, 725352 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:43,869 : INFO : EPOCH 1 - PROGRESS: at 1.45% examples, 728403 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:20:44,871 : INFO : EPOCH 1 - PROGRESS: at 1.79% examples, 731728 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:45,873 : INFO : EPOCH 1 - PROGRESS: at 2.16% examples, 732274 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:20:46,882 : INFO : EPOCH 1 - PROGRESS: at 2.53% examples, 732990 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:47,885 : INFO : EPOCH 1 - PROGRESS: at 2.85% examples, 734090 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:48,889 : INFO : EPOCH 1 - PROGRESS: at 3.19% examples, 734310 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:49,908 : INFO : EPOCH 1 - PROGRESS: at 3.54% examples, 732870 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:50,920 : INFO : EPOCH 1 - PROGRESS: at 3.92% examples, 733476 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:51,931 : INFO : EPOCH 1 - PROGRESS: at 4.28% examples, 733520 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:52,932 : INFO : EPOCH 1 - PROGRESS: at 4.64% examples, 734524 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:53,938 : INFO : EPOCH 1 - PROGRESS: at 5.02% examples, 734196 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:54,939 : INFO : EPOCH 1 - PROGRESS: at 5.39% examples, 733902 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:55,941 : INFO : EPOCH 1 - PROGRESS: at 5.74% examples, 734274 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:56,955 : INFO : EPOCH 1 - PROGRESS: at 6.10% examples, 734934 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:57,981 : INFO : EPOCH 1 - PROGRESS: at 6.47% examples, 734617 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:58,982 : INFO : EPOCH 1 - PROGRESS: at 6.80% examples, 734377 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:20:59,985 : INFO : EPOCH 1 - PROGRESS: at 7.13% examples, 732770 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:01,002 : INFO : EPOCH 1 - PROGRESS: at 7.38% examples, 722827 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:02,014 : INFO : EPOCH 1 - PROGRESS: at 7.66% examples, 716482 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:03,014 : INFO : EPOCH 1 - PROGRESS: at 8.00% examples, 716391 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:04,014 : INFO : EPOCH 1 - PROGRESS: at 8.35% examples, 716877 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:05,017 : INFO : EPOCH 1 - PROGRESS: at 8.72% examples, 717207 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:06,029 : INFO : EPOCH 1 - PROGRESS: at 9.05% examples, 717112 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:07,033 : INFO : EPOCH 1 - PROGRESS: at 9.41% examples, 717714 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:08,044 : INFO : EPOCH 1 - PROGRESS: at 9.76% examples, 718390 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:09,059 : INFO : EPOCH 1 - PROGRESS: at 10.11% examples, 718659 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:10,079 : INFO : EPOCH 1 - PROGRESS: at 10.36% examples, 713889 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:11,091 : INFO : EPOCH 1 - PROGRESS: at 10.72% examples, 711530 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:21:12,097 : INFO : EPOCH 1 - PROGRESS: at 11.06% examples, 711801 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:13,101 : INFO : EPOCH 1 - PROGRESS: at 11.40% examples, 712446 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:14,113 : INFO : EPOCH 1 - PROGRESS: at 11.76% examples, 712982 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:15,121 : INFO : EPOCH 1 - PROGRESS: at 12.10% examples, 713267 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:16,131 : INFO : EPOCH 1 - PROGRESS: at 12.47% examples, 713748 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:17,134 : INFO : EPOCH 1 - PROGRESS: at 12.81% examples, 714280 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:18,135 : INFO : EPOCH 1 - PROGRESS: at 13.10% examples, 712789 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:21:19,156 : INFO : EPOCH 1 - PROGRESS: at 13.38% examples, 709204 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:20,172 : INFO : EPOCH 1 - PROGRESS: at 13.73% examples, 709679 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:21,180 : INFO : EPOCH 1 - PROGRESS: at 14.09% examples, 710152 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:22,181 : INFO : EPOCH 1 - PROGRESS: at 14.47% examples, 710238 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:23,185 : INFO : EPOCH 1 - PROGRESS: at 14.80% examples, 710644 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:24,190 : INFO : EPOCH 1 - PROGRESS: at 15.15% examples, 711052 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:25,195 : INFO : EPOCH 1 - PROGRESS: at 15.51% examples, 711438 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:26,205 : INFO : EPOCH 1 - PROGRESS: at 15.89% examples, 711662 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:27,218 : INFO : EPOCH 1 - PROGRESS: at 16.26% examples, 712176 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:28,219 : INFO : EPOCH 1 - PROGRESS: at 16.63% examples, 712540 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:29,241 : INFO : EPOCH 1 - PROGRESS: at 16.98% examples, 712905 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:30,252 : INFO : EPOCH 1 - PROGRESS: at 17.34% examples, 713710 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:31,266 : INFO : EPOCH 1 - PROGRESS: at 17.67% examples, 713925 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:32,274 : INFO : EPOCH 1 - PROGRESS: at 18.04% examples, 714587 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:33,277 : INFO : EPOCH 1 - PROGRESS: at 18.38% examples, 715089 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:34,285 : INFO : EPOCH 1 - PROGRESS: at 18.74% examples, 715549 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:35,296 : INFO : EPOCH 1 - PROGRESS: at 19.09% examples, 715923 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:36,302 : INFO : EPOCH 1 - PROGRESS: at 19.45% examples, 716312 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:37,305 : INFO : EPOCH 1 - PROGRESS: at 19.81% examples, 716516 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:38,314 : INFO : EPOCH 1 - PROGRESS: at 20.22% examples, 716847 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:39,315 : INFO : EPOCH 1 - PROGRESS: at 20.57% examples, 717035 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:40,315 : INFO : EPOCH 1 - PROGRESS: at 20.94% examples, 717581 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:41,319 : INFO : EPOCH 1 - PROGRESS: at 21.29% examples, 717899 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:42,323 : INFO : EPOCH 1 - PROGRESS: at 21.67% examples, 718185 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:43,339 : INFO : EPOCH 1 - PROGRESS: at 22.03% examples, 718230 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:44,344 : INFO : EPOCH 1 - PROGRESS: at 22.36% examples, 718623 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:45,344 : INFO : EPOCH 1 - PROGRESS: at 22.71% examples, 719044 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:46,358 : INFO : EPOCH 1 - PROGRESS: at 23.07% examples, 719208 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:47,367 : INFO : EPOCH 1 - PROGRESS: at 23.43% examples, 719488 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:48,374 : INFO : EPOCH 1 - PROGRESS: at 23.79% examples, 719789 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:49,375 : INFO : EPOCH 1 - PROGRESS: at 24.15% examples, 720033 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:50,379 : INFO : EPOCH 1 - PROGRESS: at 24.53% examples, 720126 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:51,383 : INFO : EPOCH 1 - PROGRESS: at 24.89% examples, 720353 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:52,397 : INFO : EPOCH 1 - PROGRESS: at 25.27% examples, 720423 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:53,401 : INFO : EPOCH 1 - PROGRESS: at 25.61% examples, 720638 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:54,402 : INFO : EPOCH 1 - PROGRESS: at 25.99% examples, 720921 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:55,404 : INFO : EPOCH 1 - PROGRESS: at 26.36% examples, 721114 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:56,414 : INFO : EPOCH 1 - PROGRESS: at 26.74% examples, 721193 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:57,419 : INFO : EPOCH 1 - PROGRESS: at 27.11% examples, 721387 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:58,422 : INFO : EPOCH 1 - PROGRESS: at 27.46% examples, 721683 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:21:59,426 : INFO : EPOCH 1 - PROGRESS: at 27.82% examples, 721873 words/s, in_qsize 5, out_qsize 2
2020-07-23 18:22:00,452 : INFO : EPOCH 1 - PROGRESS: at 28.16% examples, 721839 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:01,467 : INFO : EPOCH 1 - PROGRESS: at 28.53% examples, 722018 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:02,485 : INFO : EPOCH 1 - PROGRESS: at 28.87% examples, 722072 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:03,499 : INFO : EPOCH 1 - PROGRESS: at 29.22% examples, 722345 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:04,509 : INFO : EPOCH 1 - PROGRESS: at 29.57% examples, 722455 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:05,518 : INFO : EPOCH 1 - PROGRESS: at 29.92% examples, 722593 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:06,536 : INFO : EPOCH 1 - PROGRESS: at 30.26% examples, 722813 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:07,540 : INFO : EPOCH 1 - PROGRESS: at 30.62% examples, 722971 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:08,544 : INFO : EPOCH 1 - PROGRESS: at 30.99% examples, 723098 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:09,547 : INFO : EPOCH 1 - PROGRESS: at 31.37% examples, 723208 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:10,559 : INFO : EPOCH 1 - PROGRESS: at 31.74% examples, 723257 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:11,569 : INFO : EPOCH 1 - PROGRESS: at 32.08% examples, 723309 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:12,585 : INFO : EPOCH 1 - PROGRESS: at 32.43% examples, 723502 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:13,605 : INFO : EPOCH 1 - PROGRESS: at 32.78% examples, 723666 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:22:14,609 : INFO : EPOCH 1 - PROGRESS: at 33.14% examples, 723940 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:15,612 : INFO : EPOCH 1 - PROGRESS: at 33.48% examples, 723900 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:16,620 : INFO : EPOCH 1 - PROGRESS: at 33.83% examples, 724055 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:17,624 : INFO : EPOCH 1 - PROGRESS: at 34.19% examples, 724126 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:18,627 : INFO : EPOCH 1 - PROGRESS: at 34.56% examples, 724079 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:19,631 : INFO : EPOCH 1 - PROGRESS: at 34.91% examples, 724166 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:20,645 : INFO : EPOCH 1 - PROGRESS: at 35.26% examples, 724207 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:21,646 : INFO : EPOCH 1 - PROGRESS: at 35.61% examples, 724485 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:22,658 : INFO : EPOCH 1 - PROGRESS: at 35.98% examples, 724522 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:23,668 : INFO : EPOCH 1 - PROGRESS: at 36.33% examples, 724414 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:24,673 : INFO : EPOCH 1 - PROGRESS: at 36.71% examples, 724508 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:25,679 : INFO : EPOCH 1 - PROGRESS: at 37.10% examples, 724618 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:22:26,691 : INFO : EPOCH 1 - PROGRESS: at 37.45% examples, 724632 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:27,691 : INFO : EPOCH 1 - PROGRESS: at 37.82% examples, 724765 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:28,705 : INFO : EPOCH 1 - PROGRESS: at 38.17% examples, 724869 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:29,709 : INFO : EPOCH 1 - PROGRESS: at 38.53% examples, 724975 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:30,710 : INFO : EPOCH 1 - PROGRESS: at 38.86% examples, 725013 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:31,717 : INFO : EPOCH 1 - PROGRESS: at 39.22% examples, 725005 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:22:32,722 : INFO : EPOCH 1 - PROGRESS: at 39.57% examples, 725090 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:33,741 : INFO : EPOCH 1 - PROGRESS: at 39.93% examples, 725177 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:34,757 : INFO : EPOCH 1 - PROGRESS: at 40.28% examples, 725264 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:35,775 : INFO : EPOCH 1 - PROGRESS: at 40.65% examples, 725333 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:36,793 : INFO : EPOCH 1 - PROGRESS: at 41.02% examples, 725474 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:37,795 : INFO : EPOCH 1 - PROGRESS: at 41.37% examples, 725527 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:38,796 : INFO : EPOCH 1 - PROGRESS: at 41.72% examples, 725589 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:39,798 : INFO : EPOCH 1 - PROGRESS: at 42.09% examples, 725657 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:22:40,812 : INFO : EPOCH 1 - PROGRESS: at 42.45% examples, 725706 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:41,823 : INFO : EPOCH 1 - PROGRESS: at 42.82% examples, 725697 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:42,831 : INFO : EPOCH 1 - PROGRESS: at 43.15% examples, 725906 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:43,837 : INFO : EPOCH 1 - PROGRESS: at 43.51% examples, 726010 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:44,841 : INFO : EPOCH 1 - PROGRESS: at 43.86% examples, 726065 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:45,852 : INFO : EPOCH 1 - PROGRESS: at 44.20% examples, 726171 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:46,870 : INFO : EPOCH 1 - PROGRESS: at 44.55% examples, 726266 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:47,878 : INFO : EPOCH 1 - PROGRESS: at 44.89% examples, 726399 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:48,883 : INFO : EPOCH 1 - PROGRESS: at 45.27% examples, 726422 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:49,887 : INFO : EPOCH 1 - PROGRESS: at 45.60% examples, 726442 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:50,895 : INFO : EPOCH 1 - PROGRESS: at 45.97% examples, 726430 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:51,895 : INFO : EPOCH 1 - PROGRESS: at 46.35% examples, 726493 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:52,896 : INFO : EPOCH 1 - PROGRESS: at 46.70% examples, 726555 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:53,898 : INFO : EPOCH 1 - PROGRESS: at 47.05% examples, 726594 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:54,901 : INFO : EPOCH 1 - PROGRESS: at 47.43% examples, 726646 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:55,918 : INFO : EPOCH 1 - PROGRESS: at 47.80% examples, 726640 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:22:56,922 : INFO : EPOCH 1 - PROGRESS: at 48.14% examples, 726734 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:22:57,930 : INFO : EPOCH 1 - PROGRESS: at 48.49% examples, 726725 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:22:58,947 : INFO : EPOCH 1 - PROGRESS: at 48.84% examples, 726899 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:22:59,951 : INFO : EPOCH 1 - PROGRESS: at 49.17% examples, 726939 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:00,951 : INFO : EPOCH 1 - PROGRESS: at 49.53% examples, 726971 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:01,956 : INFO : EPOCH 1 - PROGRESS: at 49.91% examples, 727051 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:23:02,962 : INFO : EPOCH 1 - PROGRESS: at 50.29% examples, 726962 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:03,968 : INFO : EPOCH 1 - PROGRESS: at 50.63% examples, 727068 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:04,970 : INFO : EPOCH 1 - PROGRESS: at 50.97% examples, 727101 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:23:05,984 : INFO : EPOCH 1 - PROGRESS: at 51.32% examples, 727131 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:06,986 : INFO : EPOCH 1 - PROGRESS: at 51.68% examples, 727298 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:07,993 : INFO : EPOCH 1 - PROGRESS: at 52.03% examples, 727330 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:09,000 : INFO : EPOCH 1 - PROGRESS: at 52.41% examples, 727362 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:10,004 : INFO : EPOCH 1 - PROGRESS: at 52.75% examples, 727552 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:11,007 : INFO : EPOCH 1 - PROGRESS: at 53.10% examples, 727576 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:12,015 : INFO : EPOCH 1 - PROGRESS: at 53.48% examples, 727553 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:13,031 : INFO : EPOCH 1 - PROGRESS: at 53.83% examples, 727573 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:14,038 : INFO : EPOCH 1 - PROGRESS: at 54.18% examples, 727656 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:15,042 : INFO : EPOCH 1 - PROGRESS: at 54.54% examples, 727752 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:16,052 : INFO : EPOCH 1 - PROGRESS: at 54.89% examples, 727745 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:17,056 : INFO : EPOCH 1 - PROGRESS: at 55.23% examples, 727838 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:18,060 : INFO : EPOCH 1 - PROGRESS: at 55.58% examples, 727904 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:19,064 : INFO : EPOCH 1 - PROGRESS: at 55.94% examples, 727894 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:20,069 : INFO : EPOCH 1 - PROGRESS: at 56.33% examples, 727874 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:21,083 : INFO : EPOCH 1 - PROGRESS: at 56.69% examples, 727870 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:22,086 : INFO : EPOCH 1 - PROGRESS: at 57.02% examples, 728069 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:23,090 : INFO : EPOCH 1 - PROGRESS: at 57.38% examples, 728070 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:24,105 : INFO : EPOCH 1 - PROGRESS: at 57.74% examples, 728089 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:25,107 : INFO : EPOCH 1 - PROGRESS: at 58.09% examples, 728096 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:26,119 : INFO : EPOCH 1 - PROGRESS: at 58.44% examples, 728145 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:27,134 : INFO : EPOCH 1 - PROGRESS: at 58.81% examples, 728126 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:23:28,149 : INFO : EPOCH 1 - PROGRESS: at 59.18% examples, 728112 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:29,153 : INFO : EPOCH 1 - PROGRESS: at 59.54% examples, 728140 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:30,158 : INFO : EPOCH 1 - PROGRESS: at 59.91% examples, 728171 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:31,160 : INFO : EPOCH 1 - PROGRESS: at 60.25% examples, 728281 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:32,175 : INFO : EPOCH 1 - PROGRESS: at 60.61% examples, 728324 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:33,180 : INFO : EPOCH 1 - PROGRESS: at 60.98% examples, 728400 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:34,182 : INFO : EPOCH 1 - PROGRESS: at 61.34% examples, 728364 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:35,191 : INFO : EPOCH 1 - PROGRESS: at 61.69% examples, 728406 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:36,210 : INFO : EPOCH 1 - PROGRESS: at 62.02% examples, 728425 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:37,219 : INFO : EPOCH 1 - PROGRESS: at 62.40% examples, 728517 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:23:38,242 : INFO : EPOCH 1 - PROGRESS: at 62.74% examples, 728457 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:39,254 : INFO : EPOCH 1 - PROGRESS: at 63.09% examples, 728312 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:40,263 : INFO : EPOCH 1 - PROGRESS: at 63.41% examples, 727996 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:41,271 : INFO : EPOCH 1 - PROGRESS: at 63.73% examples, 727587 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:42,273 : INFO : EPOCH 1 - PROGRESS: at 64.11% examples, 727629 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:43,277 : INFO : EPOCH 1 - PROGRESS: at 64.48% examples, 727681 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:44,281 : INFO : EPOCH 1 - PROGRESS: at 64.84% examples, 727695 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:45,292 : INFO : EPOCH 1 - PROGRESS: at 65.23% examples, 727714 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:46,301 : INFO : EPOCH 1 - PROGRESS: at 65.56% examples, 727766 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:47,313 : INFO : EPOCH 1 - PROGRESS: at 65.91% examples, 727809 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:23:48,326 : INFO : EPOCH 1 - PROGRESS: at 66.28% examples, 727847 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:49,342 : INFO : EPOCH 1 - PROGRESS: at 66.63% examples, 727867 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:23:50,342 : INFO : EPOCH 1 - PROGRESS: at 66.99% examples, 727894 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:51,351 : INFO : EPOCH 1 - PROGRESS: at 67.32% examples, 727902 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:52,354 : INFO : EPOCH 1 - PROGRESS: at 67.67% examples, 727910 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:53,363 : INFO : EPOCH 1 - PROGRESS: at 68.05% examples, 727910 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:54,378 : INFO : EPOCH 1 - PROGRESS: at 68.41% examples, 727898 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:55,378 : INFO : EPOCH 1 - PROGRESS: at 68.78% examples, 727907 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:56,380 : INFO : EPOCH 1 - PROGRESS: at 69.13% examples, 727943 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:57,388 : INFO : EPOCH 1 - PROGRESS: at 69.45% examples, 728023 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:58,393 : INFO : EPOCH 1 - PROGRESS: at 69.79% examples, 728007 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:23:59,405 : INFO : EPOCH 1 - PROGRESS: at 70.16% examples, 728011 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:00,411 : INFO : EPOCH 1 - PROGRESS: at 70.53% examples, 728058 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:01,414 : INFO : EPOCH 1 - PROGRESS: at 70.89% examples, 728058 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:02,423 : INFO : EPOCH 1 - PROGRESS: at 71.25% examples, 728026 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:03,427 : INFO : EPOCH 1 - PROGRESS: at 71.61% examples, 728102 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:04,437 : INFO : EPOCH 1 - PROGRESS: at 71.99% examples, 728084 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:05,453 : INFO : EPOCH 1 - PROGRESS: at 72.35% examples, 728098 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:06,461 : INFO : EPOCH 1 - PROGRESS: at 72.69% examples, 728187 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:07,466 : INFO : EPOCH 1 - PROGRESS: at 73.03% examples, 728228 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:08,478 : INFO : EPOCH 1 - PROGRESS: at 73.38% examples, 728228 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:09,478 : INFO : EPOCH 1 - PROGRESS: at 73.73% examples, 728241 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:10,499 : INFO : EPOCH 1 - PROGRESS: at 74.09% examples, 728271 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:24:11,500 : INFO : EPOCH 1 - PROGRESS: at 74.47% examples, 728335 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:12,502 : INFO : EPOCH 1 - PROGRESS: at 74.82% examples, 728372 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:13,514 : INFO : EPOCH 1 - PROGRESS: at 75.19% examples, 728344 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:14,532 : INFO : EPOCH 1 - PROGRESS: at 75.55% examples, 728342 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:15,534 : INFO : EPOCH 1 - PROGRESS: at 75.92% examples, 728367 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:16,549 : INFO : EPOCH 1 - PROGRESS: at 76.28% examples, 728359 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:17,556 : INFO : EPOCH 1 - PROGRESS: at 76.62% examples, 728461 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:18,562 : INFO : EPOCH 1 - PROGRESS: at 76.98% examples, 728514 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:19,581 : INFO : EPOCH 1 - PROGRESS: at 77.34% examples, 728507 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:20,583 : INFO : EPOCH 1 - PROGRESS: at 77.69% examples, 728514 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:21,604 : INFO : EPOCH 1 - PROGRESS: at 78.06% examples, 728557 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:24:22,606 : INFO : EPOCH 1 - PROGRESS: at 78.42% examples, 728575 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:23,615 : INFO : EPOCH 1 - PROGRESS: at 78.75% examples, 728626 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:24,626 : INFO : EPOCH 1 - PROGRESS: at 79.09% examples, 728633 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:25,627 : INFO : EPOCH 1 - PROGRESS: at 79.46% examples, 728656 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:26,640 : INFO : EPOCH 1 - PROGRESS: at 79.81% examples, 728685 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:27,641 : INFO : EPOCH 1 - PROGRESS: at 80.17% examples, 728651 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:24:28,661 : INFO : EPOCH 1 - PROGRESS: at 80.53% examples, 728708 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:29,668 : INFO : EPOCH 1 - PROGRESS: at 80.90% examples, 728719 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:30,672 : INFO : EPOCH 1 - PROGRESS: at 81.28% examples, 728726 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:31,677 : INFO : EPOCH 1 - PROGRESS: at 81.62% examples, 728765 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:32,683 : INFO : EPOCH 1 - PROGRESS: at 81.97% examples, 728733 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:33,686 : INFO : EPOCH 1 - PROGRESS: at 82.31% examples, 728797 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:24:34,702 : INFO : EPOCH 1 - PROGRESS: at 82.69% examples, 728782 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:35,703 : INFO : EPOCH 1 - PROGRESS: at 83.05% examples, 728825 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:24:36,716 : INFO : EPOCH 1 - PROGRESS: at 83.41% examples, 728817 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:37,718 : INFO : EPOCH 1 - PROGRESS: at 83.74% examples, 728868 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:38,722 : INFO : EPOCH 1 - PROGRESS: at 84.11% examples, 728844 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:39,728 : INFO : EPOCH 1 - PROGRESS: at 84.46% examples, 728907 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:40,730 : INFO : EPOCH 1 - PROGRESS: at 84.81% examples, 728901 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:41,731 : INFO : EPOCH 1 - PROGRESS: at 85.17% examples, 728928 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:42,739 : INFO : EPOCH 1 - PROGRESS: at 85.51% examples, 728971 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:24:43,748 : INFO : EPOCH 1 - PROGRESS: at 85.90% examples, 728948 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:44,757 : INFO : EPOCH 1 - PROGRESS: at 86.24% examples, 728987 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:45,759 : INFO : EPOCH 1 - PROGRESS: at 86.60% examples, 729013 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:46,760 : INFO : EPOCH 1 - PROGRESS: at 86.95% examples, 729050 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:47,767 : INFO : EPOCH 1 - PROGRESS: at 87.31% examples, 729022 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:48,768 : INFO : EPOCH 1 - PROGRESS: at 87.67% examples, 729015 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:49,768 : INFO : EPOCH 1 - PROGRESS: at 88.04% examples, 729013 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:50,779 : INFO : EPOCH 1 - PROGRESS: at 88.39% examples, 729001 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:51,782 : INFO : EPOCH 1 - PROGRESS: at 88.75% examples, 728995 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:52,801 : INFO : EPOCH 1 - PROGRESS: at 89.11% examples, 728951 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:53,808 : INFO : EPOCH 1 - PROGRESS: at 89.45% examples, 728977 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:24:54,811 : INFO : EPOCH 1 - PROGRESS: at 89.81% examples, 729000 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:55,817 : INFO : EPOCH 1 - PROGRESS: at 90.18% examples, 729029 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:56,821 : INFO : EPOCH 1 - PROGRESS: at 90.50% examples, 729100 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:57,829 : INFO : EPOCH 1 - PROGRESS: at 90.87% examples, 729069 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:58,838 : INFO : EPOCH 1 - PROGRESS: at 91.22% examples, 729111 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:24:59,853 : INFO : EPOCH 1 - PROGRESS: at 91.58% examples, 729112 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:00,856 : INFO : EPOCH 1 - PROGRESS: at 91.92% examples, 729177 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:01,857 : INFO : EPOCH 1 - PROGRESS: at 92.29% examples, 729181 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:25:02,868 : INFO : EPOCH 1 - PROGRESS: at 92.63% examples, 729127 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:03,870 : INFO : EPOCH 1 - PROGRESS: at 92.96% examples, 729190 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:04,871 : INFO : EPOCH 1 - PROGRESS: at 93.27% examples, 729191 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:05,873 : INFO : EPOCH 1 - PROGRESS: at 93.62% examples, 729198 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:25:06,877 : INFO : EPOCH 1 - PROGRESS: at 93.98% examples, 729245 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:07,892 : INFO : EPOCH 1 - PROGRESS: at 94.33% examples, 729230 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:08,901 : INFO : EPOCH 1 - PROGRESS: at 94.70% examples, 729217 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:09,912 : INFO : EPOCH 1 - PROGRESS: at 95.04% examples, 729245 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:25:10,913 : INFO : EPOCH 1 - PROGRESS: at 95.38% examples, 729251 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:11,923 : INFO : EPOCH 1 - PROGRESS: at 95.74% examples, 729271 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:12,939 : INFO : EPOCH 1 - PROGRESS: at 96.09% examples, 729262 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:13,939 : INFO : EPOCH 1 - PROGRESS: at 96.43% examples, 729285 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:25:14,943 : INFO : EPOCH 1 - PROGRESS: at 96.78% examples, 729300 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:15,948 : INFO : EPOCH 1 - PROGRESS: at 97.12% examples, 729350 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:16,952 : INFO : EPOCH 1 - PROGRESS: at 97.49% examples, 729358 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:17,958 : INFO : EPOCH 1 - PROGRESS: at 97.89% examples, 729354 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:18,963 : INFO : EPOCH 1 - PROGRESS: at 98.24% examples, 729311 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:19,979 : INFO : EPOCH 1 - PROGRESS: at 98.60% examples, 729347 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:20,982 : INFO : EPOCH 1 - PROGRESS: at 98.94% examples, 729368 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:25:21,991 : INFO : EPOCH 1 - PROGRESS: at 99.30% examples, 729347 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:23,002 : INFO : EPOCH 1 - PROGRESS: at 99.66% examples, 729347 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:24,008 : INFO : EPOCH 1 - PROGRESS: at 99.99% examples, 729365 words/s, in_qsize 5, out_qsize 0
2020-07-23 18:25:24,015 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 18:25:24,028 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 18:25:24,038 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 18:25:24,041 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 18:25:24,041 : INFO : EPOCH - 1 : training on 266682872 raw words (207297971 effective words) took 284.2s, 729396 effective words/s
2020-07-23 18:25:25,058 : INFO : EPOCH 2 - PROGRESS: at 0.34% examples, 697175 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:25:26,068 : INFO : EPOCH 2 - PROGRESS: at 0.72% examples, 714648 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:27,079 : INFO : EPOCH 2 - PROGRESS: at 1.07% examples, 718834 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:28,083 : INFO : EPOCH 2 - PROGRESS: at 1.44% examples, 723755 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:29,099 : INFO : EPOCH 2 - PROGRESS: at 1.78% examples, 725808 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:30,109 : INFO : EPOCH 2 - PROGRESS: at 2.16% examples, 728150 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:31,111 : INFO : EPOCH 2 - PROGRESS: at 2.52% examples, 727748 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:32,114 : INFO : EPOCH 2 - PROGRESS: at 2.83% examples, 728927 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:25:33,116 : INFO : EPOCH 2 - PROGRESS: at 3.18% examples, 729922 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:34,118 : INFO : EPOCH 2 - PROGRESS: at 3.53% examples, 730459 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:35,132 : INFO : EPOCH 2 - PROGRESS: at 3.90% examples, 730537 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:36,133 : INFO : EPOCH 2 - PROGRESS: at 4.26% examples, 730470 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:37,145 : INFO : EPOCH 2 - PROGRESS: at 4.62% examples, 731165 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:38,154 : INFO : EPOCH 2 - PROGRESS: at 5.00% examples, 731047 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:39,157 : INFO : EPOCH 2 - PROGRESS: at 5.37% examples, 731501 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:40,161 : INFO : EPOCH 2 - PROGRESS: at 5.72% examples, 731412 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:41,177 : INFO : EPOCH 2 - PROGRESS: at 6.08% examples, 731605 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:42,182 : INFO : EPOCH 2 - PROGRESS: at 6.44% examples, 731736 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:43,183 : INFO : EPOCH 2 - PROGRESS: at 6.77% examples, 731880 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:25:44,184 : INFO : EPOCH 2 - PROGRESS: at 7.12% examples, 732685 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:45,212 : INFO : EPOCH 2 - PROGRESS: at 7.47% examples, 731909 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:46,223 : INFO : EPOCH 2 - PROGRESS: at 7.83% examples, 731915 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:47,227 : INFO : EPOCH 2 - PROGRESS: at 8.17% examples, 732237 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:48,229 : INFO : EPOCH 2 - PROGRESS: at 8.52% examples, 732447 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:49,235 : INFO : EPOCH 2 - PROGRESS: at 8.91% examples, 732230 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:50,239 : INFO : EPOCH 2 - PROGRESS: at 9.25% examples, 732416 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:51,255 : INFO : EPOCH 2 - PROGRESS: at 9.61% examples, 732600 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:52,258 : INFO : EPOCH 2 - PROGRESS: at 9.97% examples, 732704 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:53,263 : INFO : EPOCH 2 - PROGRESS: at 10.28% examples, 732833 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:54,263 : INFO : EPOCH 2 - PROGRESS: at 10.67% examples, 732876 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:55,266 : INFO : EPOCH 2 - PROGRESS: at 11.02% examples, 732944 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:56,268 : INFO : EPOCH 2 - PROGRESS: at 11.36% examples, 732668 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:57,271 : INFO : EPOCH 2 - PROGRESS: at 11.73% examples, 733000 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:58,275 : INFO : EPOCH 2 - PROGRESS: at 12.07% examples, 733297 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:25:59,282 : INFO : EPOCH 2 - PROGRESS: at 12.43% examples, 733349 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:00,284 : INFO : EPOCH 2 - PROGRESS: at 12.78% examples, 733407 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:01,284 : INFO : EPOCH 2 - PROGRESS: at 13.11% examples, 733612 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:02,293 : INFO : EPOCH 2 - PROGRESS: at 13.46% examples, 733347 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:03,303 : INFO : EPOCH 2 - PROGRESS: at 13.81% examples, 733365 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:04,310 : INFO : EPOCH 2 - PROGRESS: at 14.19% examples, 733533 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:05,318 : INFO : EPOCH 2 - PROGRESS: at 14.57% examples, 733869 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:06,321 : INFO : EPOCH 2 - PROGRESS: at 14.90% examples, 733734 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:07,332 : INFO : EPOCH 2 - PROGRESS: at 15.25% examples, 733782 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:26:08,347 : INFO : EPOCH 2 - PROGRESS: at 15.63% examples, 733542 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:09,352 : INFO : EPOCH 2 - PROGRESS: at 16.01% examples, 733629 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:10,357 : INFO : EPOCH 2 - PROGRESS: at 16.38% examples, 733617 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:26:11,378 : INFO : EPOCH 2 - PROGRESS: at 16.75% examples, 733292 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:12,379 : INFO : EPOCH 2 - PROGRESS: at 17.08% examples, 733518 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:13,395 : INFO : EPOCH 2 - PROGRESS: at 17.45% examples, 733588 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:14,395 : INFO : EPOCH 2 - PROGRESS: at 17.79% examples, 733516 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:15,404 : INFO : EPOCH 2 - PROGRESS: at 18.15% examples, 733784 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:16,407 : INFO : EPOCH 2 - PROGRESS: at 18.49% examples, 734102 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:17,411 : INFO : EPOCH 2 - PROGRESS: at 18.84% examples, 734173 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:18,414 : INFO : EPOCH 2 - PROGRESS: at 19.19% examples, 733823 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:19,428 : INFO : EPOCH 2 - PROGRESS: at 19.54% examples, 733232 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:20,434 : INFO : EPOCH 2 - PROGRESS: at 19.87% examples, 731963 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:21,438 : INFO : EPOCH 2 - PROGRESS: at 20.23% examples, 730990 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:22,440 : INFO : EPOCH 2 - PROGRESS: at 20.59% examples, 731065 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:23,441 : INFO : EPOCH 2 - PROGRESS: at 20.96% examples, 731197 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:26:24,447 : INFO : EPOCH 2 - PROGRESS: at 21.31% examples, 731180 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:25,469 : INFO : EPOCH 2 - PROGRESS: at 21.68% examples, 731180 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:26:26,470 : INFO : EPOCH 2 - PROGRESS: at 22.05% examples, 731332 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:27,479 : INFO : EPOCH 2 - PROGRESS: at 22.39% examples, 731655 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:28,502 : INFO : EPOCH 2 - PROGRESS: at 22.73% examples, 731646 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:26:29,520 : INFO : EPOCH 2 - PROGRESS: at 23.10% examples, 731580 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:30,529 : INFO : EPOCH 2 - PROGRESS: at 23.45% examples, 731724 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:26:31,544 : INFO : EPOCH 2 - PROGRESS: at 23.82% examples, 731757 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:32,554 : INFO : EPOCH 2 - PROGRESS: at 24.18% examples, 731740 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:33,560 : INFO : EPOCH 2 - PROGRESS: at 24.56% examples, 731755 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:34,569 : INFO : EPOCH 2 - PROGRESS: at 24.93% examples, 731830 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:26:35,594 : INFO : EPOCH 2 - PROGRESS: at 25.31% examples, 731698 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:36,594 : INFO : EPOCH 2 - PROGRESS: at 25.65% examples, 731770 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:37,596 : INFO : EPOCH 2 - PROGRESS: at 26.02% examples, 731831 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:38,612 : INFO : EPOCH 2 - PROGRESS: at 26.39% examples, 731761 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:39,619 : INFO : EPOCH 2 - PROGRESS: at 26.77% examples, 731723 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:40,624 : INFO : EPOCH 2 - PROGRESS: at 27.14% examples, 731783 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:41,631 : INFO : EPOCH 2 - PROGRESS: at 27.49% examples, 731900 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:42,641 : INFO : EPOCH 2 - PROGRESS: at 27.85% examples, 731954 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:43,653 : INFO : EPOCH 2 - PROGRESS: at 28.19% examples, 731923 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:44,660 : INFO : EPOCH 2 - PROGRESS: at 28.56% examples, 732010 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:45,660 : INFO : EPOCH 2 - PROGRESS: at 28.90% examples, 731893 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:46,666 : INFO : EPOCH 2 - PROGRESS: at 29.24% examples, 732091 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:47,680 : INFO : EPOCH 2 - PROGRESS: at 29.60% examples, 732075 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:26:48,685 : INFO : EPOCH 2 - PROGRESS: at 29.94% examples, 732110 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:49,691 : INFO : EPOCH 2 - PROGRESS: at 30.29% examples, 732266 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:50,691 : INFO : EPOCH 2 - PROGRESS: at 30.65% examples, 732319 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:51,694 : INFO : EPOCH 2 - PROGRESS: at 31.01% examples, 732320 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:52,703 : INFO : EPOCH 2 - PROGRESS: at 31.39% examples, 732210 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:53,705 : INFO : EPOCH 2 - PROGRESS: at 31.76% examples, 732133 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:54,711 : INFO : EPOCH 2 - PROGRESS: at 32.10% examples, 732241 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:55,712 : INFO : EPOCH 2 - PROGRESS: at 32.44% examples, 732163 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:56,718 : INFO : EPOCH 2 - PROGRESS: at 32.78% examples, 732266 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:57,725 : INFO : EPOCH 2 - PROGRESS: at 33.14% examples, 732348 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:26:58,728 : INFO : EPOCH 2 - PROGRESS: at 33.49% examples, 732457 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:26:59,730 : INFO : EPOCH 2 - PROGRESS: at 33.84% examples, 732412 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:00,744 : INFO : EPOCH 2 - PROGRESS: at 34.20% examples, 732401 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:01,745 : INFO : EPOCH 2 - PROGRESS: at 34.57% examples, 732343 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:02,749 : INFO : EPOCH 2 - PROGRESS: at 34.92% examples, 732388 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:03,755 : INFO : EPOCH 2 - PROGRESS: at 35.28% examples, 732434 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:04,762 : INFO : EPOCH 2 - PROGRESS: at 35.62% examples, 732421 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:05,769 : INFO : EPOCH 2 - PROGRESS: at 35.99% examples, 732441 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:06,782 : INFO : EPOCH 2 - PROGRESS: at 36.35% examples, 732510 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:07,783 : INFO : EPOCH 2 - PROGRESS: at 36.73% examples, 732530 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:08,783 : INFO : EPOCH 2 - PROGRESS: at 37.11% examples, 732547 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:09,792 : INFO : EPOCH 2 - PROGRESS: at 37.47% examples, 732462 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:10,796 : INFO : EPOCH 2 - PROGRESS: at 37.84% examples, 732473 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:11,817 : INFO : EPOCH 2 - PROGRESS: at 38.18% examples, 732460 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:27:12,821 : INFO : EPOCH 2 - PROGRESS: at 38.54% examples, 732551 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:13,827 : INFO : EPOCH 2 - PROGRESS: at 38.89% examples, 732533 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:14,849 : INFO : EPOCH 2 - PROGRESS: at 39.25% examples, 732583 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:15,862 : INFO : EPOCH 2 - PROGRESS: at 39.61% examples, 732603 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:16,882 : INFO : EPOCH 2 - PROGRESS: at 39.95% examples, 732520 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:17,884 : INFO : EPOCH 2 - PROGRESS: at 40.31% examples, 732559 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:18,888 : INFO : EPOCH 2 - PROGRESS: at 40.68% examples, 732600 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:19,891 : INFO : EPOCH 2 - PROGRESS: at 41.03% examples, 732631 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:20,900 : INFO : EPOCH 2 - PROGRESS: at 41.38% examples, 732631 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:21,910 : INFO : EPOCH 2 - PROGRESS: at 41.74% examples, 732655 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:22,915 : INFO : EPOCH 2 - PROGRESS: at 42.11% examples, 732652 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:23,921 : INFO : EPOCH 2 - PROGRESS: at 42.47% examples, 732718 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:24,932 : INFO : EPOCH 2 - PROGRESS: at 42.83% examples, 732694 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:25,935 : INFO : EPOCH 2 - PROGRESS: at 43.17% examples, 732840 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:26,938 : INFO : EPOCH 2 - PROGRESS: at 43.53% examples, 732831 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:27,951 : INFO : EPOCH 2 - PROGRESS: at 43.88% examples, 732944 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:28,959 : INFO : EPOCH 2 - PROGRESS: at 44.22% examples, 732969 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:29,972 : INFO : EPOCH 2 - PROGRESS: at 44.57% examples, 733027 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:30,992 : INFO : EPOCH 2 - PROGRESS: at 44.91% examples, 732972 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:31,999 : INFO : EPOCH 2 - PROGRESS: at 45.29% examples, 733026 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:33,017 : INFO : EPOCH 2 - PROGRESS: at 45.63% examples, 732979 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:34,024 : INFO : EPOCH 2 - PROGRESS: at 46.01% examples, 732980 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:35,028 : INFO : EPOCH 2 - PROGRESS: at 46.38% examples, 733019 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:36,042 : INFO : EPOCH 2 - PROGRESS: at 46.74% examples, 732994 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:37,048 : INFO : EPOCH 2 - PROGRESS: at 47.09% examples, 733037 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:38,061 : INFO : EPOCH 2 - PROGRESS: at 47.46% examples, 732978 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:39,065 : INFO : EPOCH 2 - PROGRESS: at 47.83% examples, 732890 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:40,089 : INFO : EPOCH 2 - PROGRESS: at 48.19% examples, 732934 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:41,102 : INFO : EPOCH 2 - PROGRESS: at 48.53% examples, 732899 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:42,104 : INFO : EPOCH 2 - PROGRESS: at 48.87% examples, 732973 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:43,126 : INFO : EPOCH 2 - PROGRESS: at 49.22% examples, 733005 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:44,130 : INFO : EPOCH 2 - PROGRESS: at 49.58% examples, 732986 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:45,134 : INFO : EPOCH 2 - PROGRESS: at 49.95% examples, 732954 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:46,147 : INFO : EPOCH 2 - PROGRESS: at 50.34% examples, 732911 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:47,149 : INFO : EPOCH 2 - PROGRESS: at 50.67% examples, 732918 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:48,152 : INFO : EPOCH 2 - PROGRESS: at 51.02% examples, 732925 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:49,153 : INFO : EPOCH 2 - PROGRESS: at 51.36% examples, 732943 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:50,155 : INFO : EPOCH 2 - PROGRESS: at 51.71% examples, 732878 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:27:51,170 : INFO : EPOCH 2 - PROGRESS: at 52.06% examples, 732880 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:52,180 : INFO : EPOCH 2 - PROGRESS: at 52.44% examples, 732806 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:53,194 : INFO : EPOCH 2 - PROGRESS: at 52.77% examples, 732822 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:54,198 : INFO : EPOCH 2 - PROGRESS: at 53.13% examples, 732831 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:55,198 : INFO : EPOCH 2 - PROGRESS: at 53.51% examples, 732865 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:56,220 : INFO : EPOCH 2 - PROGRESS: at 53.86% examples, 732826 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:57,229 : INFO : EPOCH 2 - PROGRESS: at 54.21% examples, 732894 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:58,244 : INFO : EPOCH 2 - PROGRESS: at 54.57% examples, 732870 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:27:59,259 : INFO : EPOCH 2 - PROGRESS: at 54.91% examples, 732904 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:00,259 : INFO : EPOCH 2 - PROGRESS: at 55.25% examples, 732890 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:01,274 : INFO : EPOCH 2 - PROGRESS: at 55.62% examples, 732961 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:02,275 : INFO : EPOCH 2 - PROGRESS: at 55.98% examples, 732933 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:03,278 : INFO : EPOCH 2 - PROGRESS: at 56.36% examples, 732914 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:04,282 : INFO : EPOCH 2 - PROGRESS: at 56.71% examples, 732883 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:05,284 : INFO : EPOCH 2 - PROGRESS: at 57.04% examples, 732916 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:06,287 : INFO : EPOCH 2 - PROGRESS: at 57.41% examples, 732895 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:07,292 : INFO : EPOCH 2 - PROGRESS: at 57.76% examples, 732871 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:08,306 : INFO : EPOCH 2 - PROGRESS: at 58.12% examples, 732865 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:09,308 : INFO : EPOCH 2 - PROGRESS: at 58.47% examples, 732891 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:28:10,314 : INFO : EPOCH 2 - PROGRESS: at 58.84% examples, 732889 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:11,326 : INFO : EPOCH 2 - PROGRESS: at 59.20% examples, 732902 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:12,335 : INFO : EPOCH 2 - PROGRESS: at 59.56% examples, 732914 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:13,345 : INFO : EPOCH 2 - PROGRESS: at 59.95% examples, 732902 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:14,362 : INFO : EPOCH 2 - PROGRESS: at 60.28% examples, 732903 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:15,365 : INFO : EPOCH 2 - PROGRESS: at 60.64% examples, 732959 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:16,379 : INFO : EPOCH 2 - PROGRESS: at 61.00% examples, 732918 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:28:17,390 : INFO : EPOCH 2 - PROGRESS: at 61.37% examples, 732894 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:28:18,406 : INFO : EPOCH 2 - PROGRESS: at 61.72% examples, 732898 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:19,406 : INFO : EPOCH 2 - PROGRESS: at 62.04% examples, 732945 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:20,414 : INFO : EPOCH 2 - PROGRESS: at 62.41% examples, 732904 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:21,420 : INFO : EPOCH 2 - PROGRESS: at 62.75% examples, 732897 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:22,421 : INFO : EPOCH 2 - PROGRESS: at 63.12% examples, 732888 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:28:23,426 : INFO : EPOCH 2 - PROGRESS: at 63.47% examples, 732957 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:24,426 : INFO : EPOCH 2 - PROGRESS: at 63.85% examples, 732960 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:25,447 : INFO : EPOCH 2 - PROGRESS: at 64.21% examples, 732925 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:26,461 : INFO : EPOCH 2 - PROGRESS: at 64.60% examples, 732944 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:28:27,471 : INFO : EPOCH 2 - PROGRESS: at 64.96% examples, 732925 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:28,488 : INFO : EPOCH 2 - PROGRESS: at 65.33% examples, 732876 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:29,491 : INFO : EPOCH 2 - PROGRESS: at 65.67% examples, 732892 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:30,501 : INFO : EPOCH 2 - PROGRESS: at 66.02% examples, 732917 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:31,515 : INFO : EPOCH 2 - PROGRESS: at 66.37% examples, 732907 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:28:32,521 : INFO : EPOCH 2 - PROGRESS: at 66.73% examples, 732925 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:33,521 : INFO : EPOCH 2 - PROGRESS: at 67.08% examples, 732863 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:34,522 : INFO : EPOCH 2 - PROGRESS: at 67.42% examples, 732931 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:35,523 : INFO : EPOCH 2 - PROGRESS: at 67.78% examples, 732907 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:28:36,523 : INFO : EPOCH 2 - PROGRESS: at 68.14% examples, 732895 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:37,525 : INFO : EPOCH 2 - PROGRESS: at 68.50% examples, 732840 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:28:38,528 : INFO : EPOCH 2 - PROGRESS: at 68.88% examples, 732838 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:39,529 : INFO : EPOCH 2 - PROGRESS: at 69.20% examples, 732896 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:40,538 : INFO : EPOCH 2 - PROGRESS: at 69.56% examples, 732921 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:41,552 : INFO : EPOCH 2 - PROGRESS: at 69.89% examples, 732909 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:42,552 : INFO : EPOCH 2 - PROGRESS: at 70.27% examples, 732939 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:43,562 : INFO : EPOCH 2 - PROGRESS: at 70.62% examples, 732888 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:44,566 : INFO : EPOCH 2 - PROGRESS: at 70.99% examples, 732845 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:45,576 : INFO : EPOCH 2 - PROGRESS: at 71.33% examples, 732824 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:46,593 : INFO : EPOCH 2 - PROGRESS: at 71.72% examples, 732801 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:47,595 : INFO : EPOCH 2 - PROGRESS: at 72.09% examples, 732866 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:48,595 : INFO : EPOCH 2 - PROGRESS: at 72.43% examples, 732863 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:49,615 : INFO : EPOCH 2 - PROGRESS: at 72.77% examples, 732846 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:50,622 : INFO : EPOCH 2 - PROGRESS: at 73.11% examples, 732798 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:51,623 : INFO : EPOCH 2 - PROGRESS: at 73.46% examples, 732784 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:52,627 : INFO : EPOCH 2 - PROGRESS: at 73.81% examples, 732783 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:53,655 : INFO : EPOCH 2 - PROGRESS: at 74.20% examples, 732752 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:28:54,663 : INFO : EPOCH 2 - PROGRESS: at 74.56% examples, 732846 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:55,666 : INFO : EPOCH 2 - PROGRESS: at 74.90% examples, 732809 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:56,667 : INFO : EPOCH 2 - PROGRESS: at 75.28% examples, 732783 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:57,674 : INFO : EPOCH 2 - PROGRESS: at 75.64% examples, 732785 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:58,674 : INFO : EPOCH 2 - PROGRESS: at 75.99% examples, 732667 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:28:59,688 : INFO : EPOCH 2 - PROGRESS: at 76.34% examples, 732526 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:00,690 : INFO : EPOCH 2 - PROGRESS: at 76.61% examples, 732004 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:01,695 : INFO : EPOCH 2 - PROGRESS: at 76.97% examples, 732008 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:29:02,712 : INFO : EPOCH 2 - PROGRESS: at 77.33% examples, 731992 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:29:03,733 : INFO : EPOCH 2 - PROGRESS: at 77.69% examples, 732020 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:04,752 : INFO : EPOCH 2 - PROGRESS: at 78.05% examples, 732065 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:05,752 : INFO : EPOCH 2 - PROGRESS: at 78.42% examples, 732114 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:06,766 : INFO : EPOCH 2 - PROGRESS: at 78.76% examples, 732156 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:07,782 : INFO : EPOCH 2 - PROGRESS: at 79.10% examples, 732190 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:08,785 : INFO : EPOCH 2 - PROGRESS: at 79.48% examples, 732228 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:29:09,793 : INFO : EPOCH 2 - PROGRESS: at 79.83% examples, 732218 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:10,802 : INFO : EPOCH 2 - PROGRESS: at 80.19% examples, 732256 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:11,821 : INFO : EPOCH 2 - PROGRESS: at 80.54% examples, 732196 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:12,826 : INFO : EPOCH 2 - PROGRESS: at 80.92% examples, 732206 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:13,829 : INFO : EPOCH 2 - PROGRESS: at 81.30% examples, 732217 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:29:14,846 : INFO : EPOCH 2 - PROGRESS: at 81.64% examples, 732202 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:15,862 : INFO : EPOCH 2 - PROGRESS: at 82.00% examples, 732207 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:16,873 : INFO : EPOCH 2 - PROGRESS: at 82.34% examples, 732207 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:17,882 : INFO : EPOCH 2 - PROGRESS: at 82.71% examples, 732208 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:18,887 : INFO : EPOCH 2 - PROGRESS: at 83.08% examples, 732222 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:19,896 : INFO : EPOCH 2 - PROGRESS: at 83.44% examples, 732204 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:20,907 : INFO : EPOCH 2 - PROGRESS: at 83.78% examples, 732224 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:29:21,912 : INFO : EPOCH 2 - PROGRESS: at 84.14% examples, 732228 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:22,919 : INFO : EPOCH 2 - PROGRESS: at 84.49% examples, 732254 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:23,936 : INFO : EPOCH 2 - PROGRESS: at 84.86% examples, 732298 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:24,937 : INFO : EPOCH 2 - PROGRESS: at 85.20% examples, 732331 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:25,943 : INFO : EPOCH 2 - PROGRESS: at 85.55% examples, 732328 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:26,948 : INFO : EPOCH 2 - PROGRESS: at 85.93% examples, 732257 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:27,954 : INFO : EPOCH 2 - PROGRESS: at 86.28% examples, 732300 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:28,965 : INFO : EPOCH 2 - PROGRESS: at 86.63% examples, 732260 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:29,966 : INFO : EPOCH 2 - PROGRESS: at 86.99% examples, 732346 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:30,967 : INFO : EPOCH 2 - PROGRESS: at 87.34% examples, 732286 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:31,980 : INFO : EPOCH 2 - PROGRESS: at 87.71% examples, 732274 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:32,983 : INFO : EPOCH 2 - PROGRESS: at 88.08% examples, 732227 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:33,984 : INFO : EPOCH 2 - PROGRESS: at 88.43% examples, 732218 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:34,989 : INFO : EPOCH 2 - PROGRESS: at 88.79% examples, 732216 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:35,999 : INFO : EPOCH 2 - PROGRESS: at 89.14% examples, 732206 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:37,015 : INFO : EPOCH 2 - PROGRESS: at 89.49% examples, 732195 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:38,028 : INFO : EPOCH 2 - PROGRESS: at 89.86% examples, 732208 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:39,034 : INFO : EPOCH 2 - PROGRESS: at 90.23% examples, 732221 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:40,044 : INFO : EPOCH 2 - PROGRESS: at 90.56% examples, 732239 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:41,046 : INFO : EPOCH 2 - PROGRESS: at 90.91% examples, 732246 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:42,046 : INFO : EPOCH 2 - PROGRESS: at 91.27% examples, 732299 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:43,057 : INFO : EPOCH 2 - PROGRESS: at 91.62% examples, 732309 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:44,058 : INFO : EPOCH 2 - PROGRESS: at 91.97% examples, 732319 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:45,072 : INFO : EPOCH 2 - PROGRESS: at 92.34% examples, 732338 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:46,079 : INFO : EPOCH 2 - PROGRESS: at 92.68% examples, 732328 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:47,081 : INFO : EPOCH 2 - PROGRESS: at 93.00% examples, 732362 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:48,083 : INFO : EPOCH 2 - PROGRESS: at 93.33% examples, 732386 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:49,085 : INFO : EPOCH 2 - PROGRESS: at 93.68% examples, 732383 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:50,086 : INFO : EPOCH 2 - PROGRESS: at 94.04% examples, 732418 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:29:51,104 : INFO : EPOCH 2 - PROGRESS: at 94.40% examples, 732385 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:52,107 : INFO : EPOCH 2 - PROGRESS: at 94.76% examples, 732442 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:53,118 : INFO : EPOCH 2 - PROGRESS: at 95.12% examples, 732462 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:54,119 : INFO : EPOCH 2 - PROGRESS: at 95.46% examples, 732466 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:55,127 : INFO : EPOCH 2 - PROGRESS: at 95.79% examples, 732458 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:56,129 : INFO : EPOCH 2 - PROGRESS: at 96.16% examples, 732445 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:57,139 : INFO : EPOCH 2 - PROGRESS: at 96.50% examples, 732456 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:58,141 : INFO : EPOCH 2 - PROGRESS: at 96.85% examples, 732514 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:29:59,143 : INFO : EPOCH 2 - PROGRESS: at 97.19% examples, 732532 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:00,144 : INFO : EPOCH 2 - PROGRESS: at 97.55% examples, 732507 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:01,147 : INFO : EPOCH 2 - PROGRESS: at 97.95% examples, 732497 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:02,150 : INFO : EPOCH 2 - PROGRESS: at 98.31% examples, 732480 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:03,154 : INFO : EPOCH 2 - PROGRESS: at 98.66% examples, 732507 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:04,160 : INFO : EPOCH 2 - PROGRESS: at 99.01% examples, 732505 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:05,166 : INFO : EPOCH 2 - PROGRESS: at 99.37% examples, 732496 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:06,174 : INFO : EPOCH 2 - PROGRESS: at 99.71% examples, 732477 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:07,012 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 18:30:07,026 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 18:30:07,027 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 18:30:07,035 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 18:30:07,036 : INFO : EPOCH - 2 : training on 266682872 raw words (207297818 effective words) took 283.0s, 732526 effective words/s
2020-07-23 18:30:08,042 : INFO : EPOCH 3 - PROGRESS: at 0.35% examples, 721621 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:09,047 : INFO : EPOCH 3 - PROGRESS: at 0.72% examples, 723876 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:10,049 : INFO : EPOCH 3 - PROGRESS: at 1.07% examples, 724317 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:11,054 : INFO : EPOCH 3 - PROGRESS: at 1.44% examples, 727613 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:12,065 : INFO : EPOCH 3 - PROGRESS: at 1.78% examples, 729656 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:13,081 : INFO : EPOCH 3 - PROGRESS: at 2.16% examples, 730649 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:14,086 : INFO : EPOCH 3 - PROGRESS: at 2.52% examples, 729472 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:15,091 : INFO : EPOCH 3 - PROGRESS: at 2.83% examples, 730371 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:30:16,103 : INFO : EPOCH 3 - PROGRESS: at 3.19% examples, 730923 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:17,112 : INFO : EPOCH 3 - PROGRESS: at 3.54% examples, 732064 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:18,122 : INFO : EPOCH 3 - PROGRESS: at 3.90% examples, 731324 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:19,126 : INFO : EPOCH 3 - PROGRESS: at 4.27% examples, 731986 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:20,141 : INFO : EPOCH 3 - PROGRESS: at 4.63% examples, 732402 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:21,144 : INFO : EPOCH 3 - PROGRESS: at 5.01% examples, 732342 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:22,156 : INFO : EPOCH 3 - PROGRESS: at 5.38% examples, 732649 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:30:23,181 : INFO : EPOCH 3 - PROGRESS: at 5.74% examples, 732004 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:30:24,187 : INFO : EPOCH 3 - PROGRESS: at 6.09% examples, 732176 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:25,204 : INFO : EPOCH 3 - PROGRESS: at 6.45% examples, 731834 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:30:26,215 : INFO : EPOCH 3 - PROGRESS: at 6.79% examples, 732016 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:27,217 : INFO : EPOCH 3 - PROGRESS: at 7.14% examples, 732358 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:28,229 : INFO : EPOCH 3 - PROGRESS: at 7.49% examples, 732502 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:29,236 : INFO : EPOCH 3 - PROGRESS: at 7.85% examples, 732557 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:30,247 : INFO : EPOCH 3 - PROGRESS: at 8.18% examples, 732405 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:31,252 : INFO : EPOCH 3 - PROGRESS: at 8.54% examples, 732846 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:32,262 : INFO : EPOCH 3 - PROGRESS: at 8.93% examples, 732638 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:33,286 : INFO : EPOCH 3 - PROGRESS: at 9.26% examples, 732265 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:34,286 : INFO : EPOCH 3 - PROGRESS: at 9.62% examples, 732598 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:35,287 : INFO : EPOCH 3 - PROGRESS: at 9.98% examples, 732734 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:36,299 : INFO : EPOCH 3 - PROGRESS: at 10.29% examples, 732654 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:37,300 : INFO : EPOCH 3 - PROGRESS: at 10.68% examples, 732508 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:38,317 : INFO : EPOCH 3 - PROGRESS: at 11.03% examples, 732260 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:39,320 : INFO : EPOCH 3 - PROGRESS: at 11.39% examples, 732824 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:40,333 : INFO : EPOCH 3 - PROGRESS: at 11.74% examples, 732858 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:41,335 : INFO : EPOCH 3 - PROGRESS: at 12.09% examples, 732923 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:42,344 : INFO : EPOCH 3 - PROGRESS: at 12.45% examples, 733147 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:43,356 : INFO : EPOCH 3 - PROGRESS: at 12.80% examples, 733212 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:44,365 : INFO : EPOCH 3 - PROGRESS: at 13.13% examples, 733296 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:45,376 : INFO : EPOCH 3 - PROGRESS: at 13.49% examples, 733160 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:46,385 : INFO : EPOCH 3 - PROGRESS: at 13.84% examples, 733280 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:47,397 : INFO : EPOCH 3 - PROGRESS: at 14.21% examples, 733370 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:48,401 : INFO : EPOCH 3 - PROGRESS: at 14.59% examples, 733506 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:49,406 : INFO : EPOCH 3 - PROGRESS: at 14.92% examples, 733566 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:50,414 : INFO : EPOCH 3 - PROGRESS: at 15.29% examples, 733740 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:51,416 : INFO : EPOCH 3 - PROGRESS: at 15.66% examples, 733685 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:52,418 : INFO : EPOCH 3 - PROGRESS: at 16.03% examples, 733257 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:53,419 : INFO : EPOCH 3 - PROGRESS: at 16.40% examples, 733478 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:54,422 : INFO : EPOCH 3 - PROGRESS: at 16.76% examples, 733191 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:55,428 : INFO : EPOCH 3 - PROGRESS: at 17.10% examples, 733303 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:56,444 : INFO : EPOCH 3 - PROGRESS: at 17.46% examples, 733359 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:57,445 : INFO : EPOCH 3 - PROGRESS: at 17.81% examples, 733299 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:58,451 : INFO : EPOCH 3 - PROGRESS: at 18.16% examples, 733620 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:30:59,459 : INFO : EPOCH 3 - PROGRESS: at 18.50% examples, 733826 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:00,459 : INFO : EPOCH 3 - PROGRESS: at 18.85% examples, 733880 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:01,472 : INFO : EPOCH 3 - PROGRESS: at 19.21% examples, 733785 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:02,478 : INFO : EPOCH 3 - PROGRESS: at 19.57% examples, 733609 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:03,483 : INFO : EPOCH 3 - PROGRESS: at 19.94% examples, 733682 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:04,487 : INFO : EPOCH 3 - PROGRESS: at 20.31% examples, 733602 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:31:05,489 : INFO : EPOCH 3 - PROGRESS: at 20.69% examples, 733646 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:06,506 : INFO : EPOCH 3 - PROGRESS: at 21.06% examples, 733722 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:31:07,528 : INFO : EPOCH 3 - PROGRESS: at 21.40% examples, 733776 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:08,534 : INFO : EPOCH 3 - PROGRESS: at 21.79% examples, 733872 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:09,537 : INFO : EPOCH 3 - PROGRESS: at 22.15% examples, 733882 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:10,539 : INFO : EPOCH 3 - PROGRESS: at 22.49% examples, 734011 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:11,546 : INFO : EPOCH 3 - PROGRESS: at 22.84% examples, 734057 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:12,553 : INFO : EPOCH 3 - PROGRESS: at 23.20% examples, 734130 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:31:13,574 : INFO : EPOCH 3 - PROGRESS: at 23.56% examples, 734157 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:14,575 : INFO : EPOCH 3 - PROGRESS: at 23.90% examples, 734217 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:15,587 : INFO : EPOCH 3 - PROGRESS: at 24.27% examples, 734120 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:16,600 : INFO : EPOCH 3 - PROGRESS: at 24.66% examples, 734071 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:17,601 : INFO : EPOCH 3 - PROGRESS: at 25.02% examples, 734101 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:18,611 : INFO : EPOCH 3 - PROGRESS: at 25.40% examples, 734067 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:19,624 : INFO : EPOCH 3 - PROGRESS: at 25.75% examples, 734063 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:20,636 : INFO : EPOCH 3 - PROGRESS: at 26.12% examples, 734055 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:21,638 : INFO : EPOCH 3 - PROGRESS: at 26.49% examples, 733936 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:22,640 : INFO : EPOCH 3 - PROGRESS: at 26.86% examples, 734052 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:23,641 : INFO : EPOCH 3 - PROGRESS: at 27.24% examples, 734128 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:24,642 : INFO : EPOCH 3 - PROGRESS: at 27.59% examples, 734155 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:25,652 : INFO : EPOCH 3 - PROGRESS: at 27.94% examples, 734089 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:26,659 : INFO : EPOCH 3 - PROGRESS: at 28.29% examples, 734155 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:31:27,663 : INFO : EPOCH 3 - PROGRESS: at 28.65% examples, 734252 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:28,665 : INFO : EPOCH 3 - PROGRESS: at 29.00% examples, 734313 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:29,668 : INFO : EPOCH 3 - PROGRESS: at 29.34% examples, 734394 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:30,674 : INFO : EPOCH 3 - PROGRESS: at 29.70% examples, 734375 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:31,677 : INFO : EPOCH 3 - PROGRESS: at 30.04% examples, 734525 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:32,682 : INFO : EPOCH 3 - PROGRESS: at 30.37% examples, 734438 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:33,684 : INFO : EPOCH 3 - PROGRESS: at 30.73% examples, 734565 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:34,714 : INFO : EPOCH 3 - PROGRESS: at 31.10% examples, 734386 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:31:35,723 : INFO : EPOCH 3 - PROGRESS: at 31.50% examples, 734430 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:36,732 : INFO : EPOCH 3 - PROGRESS: at 31.85% examples, 734412 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:31:37,737 : INFO : EPOCH 3 - PROGRESS: at 32.20% examples, 734375 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:38,747 : INFO : EPOCH 3 - PROGRESS: at 32.54% examples, 734125 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:39,749 : INFO : EPOCH 3 - PROGRESS: at 32.86% examples, 733953 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:31:40,763 : INFO : EPOCH 3 - PROGRESS: at 33.19% examples, 733316 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:41,786 : INFO : EPOCH 3 - PROGRESS: at 33.52% examples, 732658 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:42,789 : INFO : EPOCH 3 - PROGRESS: at 33.87% examples, 732655 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:43,797 : INFO : EPOCH 3 - PROGRESS: at 34.24% examples, 732597 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:44,801 : INFO : EPOCH 3 - PROGRESS: at 34.60% examples, 732626 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:31:45,806 : INFO : EPOCH 3 - PROGRESS: at 34.96% examples, 732646 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:46,810 : INFO : EPOCH 3 - PROGRESS: at 35.31% examples, 732695 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:47,816 : INFO : EPOCH 3 - PROGRESS: at 35.65% examples, 732734 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:48,816 : INFO : EPOCH 3 - PROGRESS: at 36.02% examples, 732603 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:49,820 : INFO : EPOCH 3 - PROGRESS: at 36.38% examples, 732708 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:50,821 : INFO : EPOCH 3 - PROGRESS: at 36.76% examples, 732663 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:51,824 : INFO : EPOCH 3 - PROGRESS: at 37.13% examples, 732698 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:52,835 : INFO : EPOCH 3 - PROGRESS: at 37.50% examples, 732698 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:53,845 : INFO : EPOCH 3 - PROGRESS: at 37.86% examples, 732709 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:54,859 : INFO : EPOCH 3 - PROGRESS: at 38.20% examples, 732759 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:55,861 : INFO : EPOCH 3 - PROGRESS: at 38.56% examples, 732842 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:56,863 : INFO : EPOCH 3 - PROGRESS: at 38.92% examples, 732913 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:57,871 : INFO : EPOCH 3 - PROGRESS: at 39.27% examples, 732885 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:58,873 : INFO : EPOCH 3 - PROGRESS: at 39.63% examples, 732902 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:31:59,877 : INFO : EPOCH 3 - PROGRESS: at 39.98% examples, 732874 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:32:00,878 : INFO : EPOCH 3 - PROGRESS: at 40.33% examples, 732965 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:01,881 : INFO : EPOCH 3 - PROGRESS: at 40.69% examples, 732935 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:02,886 : INFO : EPOCH 3 - PROGRESS: at 41.05% examples, 732960 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:03,890 : INFO : EPOCH 3 - PROGRESS: at 41.40% examples, 732999 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:04,891 : INFO : EPOCH 3 - PROGRESS: at 41.75% examples, 732937 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:05,913 : INFO : EPOCH 3 - PROGRESS: at 42.12% examples, 732892 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:06,925 : INFO : EPOCH 3 - PROGRESS: at 42.48% examples, 732900 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:07,942 : INFO : EPOCH 3 - PROGRESS: at 42.84% examples, 732953 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:08,954 : INFO : EPOCH 3 - PROGRESS: at 43.19% examples, 732990 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:09,975 : INFO : EPOCH 3 - PROGRESS: at 43.56% examples, 733047 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:10,977 : INFO : EPOCH 3 - PROGRESS: at 43.90% examples, 733223 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:11,987 : INFO : EPOCH 3 - PROGRESS: at 44.24% examples, 733252 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:12,990 : INFO : EPOCH 3 - PROGRESS: at 44.60% examples, 733382 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:14,010 : INFO : EPOCH 3 - PROGRESS: at 44.95% examples, 733294 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:15,014 : INFO : EPOCH 3 - PROGRESS: at 45.32% examples, 733330 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:16,018 : INFO : EPOCH 3 - PROGRESS: at 45.66% examples, 733311 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:17,030 : INFO : EPOCH 3 - PROGRESS: at 46.04% examples, 733345 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:18,043 : INFO : EPOCH 3 - PROGRESS: at 46.41% examples, 733355 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:19,045 : INFO : EPOCH 3 - PROGRESS: at 46.76% examples, 733361 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:20,055 : INFO : EPOCH 3 - PROGRESS: at 47.12% examples, 733372 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:21,067 : INFO : EPOCH 3 - PROGRESS: at 47.49% examples, 733373 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:22,071 : INFO : EPOCH 3 - PROGRESS: at 47.86% examples, 733389 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:23,080 : INFO : EPOCH 3 - PROGRESS: at 48.23% examples, 733414 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:24,097 : INFO : EPOCH 3 - PROGRESS: at 48.57% examples, 733500 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:25,098 : INFO : EPOCH 3 - PROGRESS: at 48.90% examples, 733507 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:26,105 : INFO : EPOCH 3 - PROGRESS: at 49.25% examples, 733559 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:27,105 : INFO : EPOCH 3 - PROGRESS: at 49.61% examples, 733531 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:28,107 : INFO : EPOCH 3 - PROGRESS: at 49.98% examples, 733506 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:29,107 : INFO : EPOCH 3 - PROGRESS: at 50.36% examples, 733490 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:30,120 : INFO : EPOCH 3 - PROGRESS: at 50.70% examples, 733468 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:31,121 : INFO : EPOCH 3 - PROGRESS: at 51.05% examples, 733515 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:32,123 : INFO : EPOCH 3 - PROGRESS: at 51.39% examples, 733533 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:33,130 : INFO : EPOCH 3 - PROGRESS: at 51.75% examples, 733584 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:34,142 : INFO : EPOCH 3 - PROGRESS: at 52.10% examples, 733576 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:35,142 : INFO : EPOCH 3 - PROGRESS: at 52.47% examples, 733608 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:36,160 : INFO : EPOCH 3 - PROGRESS: at 52.83% examples, 733606 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:37,164 : INFO : EPOCH 3 - PROGRESS: at 53.19% examples, 733573 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:38,181 : INFO : EPOCH 3 - PROGRESS: at 53.55% examples, 733580 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:39,181 : INFO : EPOCH 3 - PROGRESS: at 53.90% examples, 733609 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:40,187 : INFO : EPOCH 3 - PROGRESS: at 54.25% examples, 733625 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:41,190 : INFO : EPOCH 3 - PROGRESS: at 54.60% examples, 733565 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:42,210 : INFO : EPOCH 3 - PROGRESS: at 54.95% examples, 733593 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:43,223 : INFO : EPOCH 3 - PROGRESS: at 55.31% examples, 733609 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:44,234 : INFO : EPOCH 3 - PROGRESS: at 55.65% examples, 733634 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:45,245 : INFO : EPOCH 3 - PROGRESS: at 56.02% examples, 733587 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:46,274 : INFO : EPOCH 3 - PROGRESS: at 56.40% examples, 733533 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:47,285 : INFO : EPOCH 3 - PROGRESS: at 56.77% examples, 733511 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:48,296 : INFO : EPOCH 3 - PROGRESS: at 57.10% examples, 733587 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:49,296 : INFO : EPOCH 3 - PROGRESS: at 57.46% examples, 733637 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:50,305 : INFO : EPOCH 3 - PROGRESS: at 57.83% examples, 733657 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:51,306 : INFO : EPOCH 3 - PROGRESS: at 58.19% examples, 733671 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:52,326 : INFO : EPOCH 3 - PROGRESS: at 58.54% examples, 733699 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:32:53,329 : INFO : EPOCH 3 - PROGRESS: at 58.91% examples, 733665 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:54,346 : INFO : EPOCH 3 - PROGRESS: at 59.28% examples, 733650 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:55,347 : INFO : EPOCH 3 - PROGRESS: at 59.64% examples, 733676 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:56,350 : INFO : EPOCH 3 - PROGRESS: at 60.00% examples, 733671 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:57,357 : INFO : EPOCH 3 - PROGRESS: at 60.34% examples, 733712 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:58,359 : INFO : EPOCH 3 - PROGRESS: at 60.70% examples, 733729 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:32:59,374 : INFO : EPOCH 3 - PROGRESS: at 61.07% examples, 733694 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:00,375 : INFO : EPOCH 3 - PROGRESS: at 61.43% examples, 733710 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:01,378 : INFO : EPOCH 3 - PROGRESS: at 61.78% examples, 733711 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:02,378 : INFO : EPOCH 3 - PROGRESS: at 62.11% examples, 733765 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:03,381 : INFO : EPOCH 3 - PROGRESS: at 62.47% examples, 733669 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:04,394 : INFO : EPOCH 3 - PROGRESS: at 62.81% examples, 733705 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:05,410 : INFO : EPOCH 3 - PROGRESS: at 63.17% examples, 733691 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:06,412 : INFO : EPOCH 3 - PROGRESS: at 63.54% examples, 733820 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:07,415 : INFO : EPOCH 3 - PROGRESS: at 63.92% examples, 733780 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:33:08,422 : INFO : EPOCH 3 - PROGRESS: at 64.28% examples, 733792 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:09,430 : INFO : EPOCH 3 - PROGRESS: at 64.67% examples, 733841 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:10,448 : INFO : EPOCH 3 - PROGRESS: at 65.05% examples, 733851 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:11,449 : INFO : EPOCH 3 - PROGRESS: at 65.40% examples, 733889 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:12,451 : INFO : EPOCH 3 - PROGRESS: at 65.73% examples, 733870 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:13,456 : INFO : EPOCH 3 - PROGRESS: at 66.08% examples, 733873 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:14,470 : INFO : EPOCH 3 - PROGRESS: at 66.44% examples, 733874 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:15,499 : INFO : EPOCH 3 - PROGRESS: at 66.81% examples, 733823 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:33:16,505 : INFO : EPOCH 3 - PROGRESS: at 67.17% examples, 733844 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:17,511 : INFO : EPOCH 3 - PROGRESS: at 67.50% examples, 733835 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:18,516 : INFO : EPOCH 3 - PROGRESS: at 67.87% examples, 733852 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:19,530 : INFO : EPOCH 3 - PROGRESS: at 68.23% examples, 733802 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:20,538 : INFO : EPOCH 3 - PROGRESS: at 68.61% examples, 733796 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:21,542 : INFO : EPOCH 3 - PROGRESS: at 68.97% examples, 733757 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:22,556 : INFO : EPOCH 3 - PROGRESS: at 69.30% examples, 733827 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:23,570 : INFO : EPOCH 3 - PROGRESS: at 69.64% examples, 733856 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:24,579 : INFO : EPOCH 3 - PROGRESS: at 70.01% examples, 733864 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:25,586 : INFO : EPOCH 3 - PROGRESS: at 70.37% examples, 733873 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:26,591 : INFO : EPOCH 3 - PROGRESS: at 70.74% examples, 733822 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:27,593 : INFO : EPOCH 3 - PROGRESS: at 71.10% examples, 733842 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:28,594 : INFO : EPOCH 3 - PROGRESS: at 71.45% examples, 733844 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:29,597 : INFO : EPOCH 3 - PROGRESS: at 71.84% examples, 733838 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:30,607 : INFO : EPOCH 3 - PROGRESS: at 72.18% examples, 733829 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:31,610 : INFO : EPOCH 3 - PROGRESS: at 72.55% examples, 733842 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:32,617 : INFO : EPOCH 3 - PROGRESS: at 72.86% examples, 733868 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:33:33,639 : INFO : EPOCH 3 - PROGRESS: at 73.23% examples, 733828 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:34,649 : INFO : EPOCH 3 - PROGRESS: at 73.57% examples, 733865 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:35,664 : INFO : EPOCH 3 - PROGRESS: at 73.94% examples, 733870 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:36,671 : INFO : EPOCH 3 - PROGRESS: at 74.31% examples, 733871 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:37,673 : INFO : EPOCH 3 - PROGRESS: at 74.67% examples, 733907 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:38,687 : INFO : EPOCH 3 - PROGRESS: at 75.03% examples, 733897 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:39,693 : INFO : EPOCH 3 - PROGRESS: at 75.39% examples, 733899 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:40,709 : INFO : EPOCH 3 - PROGRESS: at 75.79% examples, 733923 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:41,710 : INFO : EPOCH 3 - PROGRESS: at 76.14% examples, 733928 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:33:42,710 : INFO : EPOCH 3 - PROGRESS: at 76.48% examples, 733941 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:43,717 : INFO : EPOCH 3 - PROGRESS: at 76.85% examples, 733926 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:44,721 : INFO : EPOCH 3 - PROGRESS: at 77.20% examples, 733969 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:45,743 : INFO : EPOCH 3 - PROGRESS: at 77.56% examples, 733961 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:46,754 : INFO : EPOCH 3 - PROGRESS: at 77.91% examples, 733991 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:47,759 : INFO : EPOCH 3 - PROGRESS: at 78.27% examples, 734026 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:48,761 : INFO : EPOCH 3 - PROGRESS: at 78.61% examples, 734077 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:49,762 : INFO : EPOCH 3 - PROGRESS: at 78.94% examples, 734067 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:50,764 : INFO : EPOCH 3 - PROGRESS: at 79.30% examples, 734066 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:51,775 : INFO : EPOCH 3 - PROGRESS: at 79.67% examples, 734079 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:52,799 : INFO : EPOCH 3 - PROGRESS: at 80.04% examples, 734034 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:53,815 : INFO : EPOCH 3 - PROGRESS: at 80.39% examples, 734036 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:54,818 : INFO : EPOCH 3 - PROGRESS: at 80.76% examples, 734064 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:55,826 : INFO : EPOCH 3 - PROGRESS: at 81.15% examples, 734042 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:33:56,837 : INFO : EPOCH 3 - PROGRESS: at 81.49% examples, 734034 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:33:57,846 : INFO : EPOCH 3 - PROGRESS: at 81.85% examples, 734030 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:33:58,849 : INFO : EPOCH 3 - PROGRESS: at 82.18% examples, 734084 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:33:59,851 : INFO : EPOCH 3 - PROGRESS: at 82.55% examples, 734082 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:00,853 : INFO : EPOCH 3 - PROGRESS: at 82.91% examples, 734034 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:01,855 : INFO : EPOCH 3 - PROGRESS: at 83.28% examples, 734064 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:02,856 : INFO : EPOCH 3 - PROGRESS: at 83.62% examples, 734113 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:03,872 : INFO : EPOCH 3 - PROGRESS: at 83.99% examples, 734098 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:04,877 : INFO : EPOCH 3 - PROGRESS: at 84.35% examples, 734126 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:05,885 : INFO : EPOCH 3 - PROGRESS: at 84.69% examples, 734126 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:06,890 : INFO : EPOCH 3 - PROGRESS: at 85.06% examples, 734152 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:34:07,899 : INFO : EPOCH 3 - PROGRESS: at 85.40% examples, 734112 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:08,912 : INFO : EPOCH 3 - PROGRESS: at 85.76% examples, 734073 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:09,914 : INFO : EPOCH 3 - PROGRESS: at 86.13% examples, 734105 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:10,917 : INFO : EPOCH 3 - PROGRESS: at 86.48% examples, 734064 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:11,928 : INFO : EPOCH 3 - PROGRESS: at 86.84% examples, 734101 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:12,930 : INFO : EPOCH 3 - PROGRESS: at 87.18% examples, 734062 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:13,934 : INFO : EPOCH 3 - PROGRESS: at 87.55% examples, 734023 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:14,947 : INFO : EPOCH 3 - PROGRESS: at 87.92% examples, 734016 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:15,950 : INFO : EPOCH 3 - PROGRESS: at 88.27% examples, 734025 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:16,950 : INFO : EPOCH 3 - PROGRESS: at 88.64% examples, 733993 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:17,967 : INFO : EPOCH 3 - PROGRESS: at 89.00% examples, 733929 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:18,990 : INFO : EPOCH 3 - PROGRESS: at 89.32% examples, 733855 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:19,995 : INFO : EPOCH 3 - PROGRESS: at 89.69% examples, 733754 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:21,000 : INFO : EPOCH 3 - PROGRESS: at 89.99% examples, 733270 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:22,006 : INFO : EPOCH 3 - PROGRESS: at 90.34% examples, 733300 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:23,008 : INFO : EPOCH 3 - PROGRESS: at 90.69% examples, 733367 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:24,013 : INFO : EPOCH 3 - PROGRESS: at 91.04% examples, 733396 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:25,013 : INFO : EPOCH 3 - PROGRESS: at 91.41% examples, 733403 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:26,015 : INFO : EPOCH 3 - PROGRESS: at 91.75% examples, 733429 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:27,019 : INFO : EPOCH 3 - PROGRESS: at 92.09% examples, 733448 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:28,025 : INFO : EPOCH 3 - PROGRESS: at 92.47% examples, 733448 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:29,028 : INFO : EPOCH 3 - PROGRESS: at 92.81% examples, 733473 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:30,038 : INFO : EPOCH 3 - PROGRESS: at 93.12% examples, 733494 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:34:31,040 : INFO : EPOCH 3 - PROGRESS: at 93.47% examples, 733537 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:32,044 : INFO : EPOCH 3 - PROGRESS: at 93.83% examples, 733527 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:33,062 : INFO : EPOCH 3 - PROGRESS: at 94.18% examples, 733524 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:34,063 : INFO : EPOCH 3 - PROGRESS: at 94.54% examples, 733532 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:35,068 : INFO : EPOCH 3 - PROGRESS: at 94.91% examples, 733535 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:36,076 : INFO : EPOCH 3 - PROGRESS: at 95.25% examples, 733546 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:37,088 : INFO : EPOCH 3 - PROGRESS: at 95.59% examples, 733581 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:38,090 : INFO : EPOCH 3 - PROGRESS: at 95.93% examples, 733607 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:39,095 : INFO : EPOCH 3 - PROGRESS: at 96.28% examples, 733582 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:40,103 : INFO : EPOCH 3 - PROGRESS: at 96.64% examples, 733622 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:41,110 : INFO : EPOCH 3 - PROGRESS: at 96.98% examples, 733657 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:42,119 : INFO : EPOCH 3 - PROGRESS: at 97.34% examples, 733682 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:34:43,119 : INFO : EPOCH 3 - PROGRESS: at 97.73% examples, 733649 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:44,135 : INFO : EPOCH 3 - PROGRESS: at 98.12% examples, 733632 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:45,148 : INFO : EPOCH 3 - PROGRESS: at 98.46% examples, 733667 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:46,150 : INFO : EPOCH 3 - PROGRESS: at 98.82% examples, 733683 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:47,154 : INFO : EPOCH 3 - PROGRESS: at 99.18% examples, 733686 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:48,165 : INFO : EPOCH 3 - PROGRESS: at 99.53% examples, 733687 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:49,175 : INFO : EPOCH 3 - PROGRESS: at 99.88% examples, 733717 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:49,526 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 18:34:49,532 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 18:34:49,540 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 18:34:49,541 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 18:34:49,541 : INFO : EPOCH - 3 : training on 266682872 raw words (207291319 effective words) took 282.5s, 733768 effective words/s
2020-07-23 18:34:50,551 : INFO : EPOCH 4 - PROGRESS: at 0.32% examples, 666444 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:51,552 : INFO : EPOCH 4 - PROGRESS: at 0.68% examples, 683949 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:52,566 : INFO : EPOCH 4 - PROGRESS: at 1.03% examples, 675801 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:53,568 : INFO : EPOCH 4 - PROGRESS: at 1.34% examples, 673157 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:54,570 : INFO : EPOCH 4 - PROGRESS: at 1.65% examples, 671564 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:55,575 : INFO : EPOCH 4 - PROGRESS: at 1.98% examples, 670502 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:56,578 : INFO : EPOCH 4 - PROGRESS: at 2.32% examples, 669958 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:57,582 : INFO : EPOCH 4 - PROGRESS: at 2.61% examples, 668036 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:58,590 : INFO : EPOCH 4 - PROGRESS: at 2.90% examples, 669026 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:34:59,591 : INFO : EPOCH 4 - PROGRESS: at 3.22% examples, 668527 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:00,597 : INFO : EPOCH 4 - PROGRESS: at 3.54% examples, 668173 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:01,600 : INFO : EPOCH 4 - PROGRESS: at 3.88% examples, 667758 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:02,601 : INFO : EPOCH 4 - PROGRESS: at 4.22% examples, 667369 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:03,603 : INFO : EPOCH 4 - PROGRESS: at 4.54% examples, 667300 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:35:04,610 : INFO : EPOCH 4 - PROGRESS: at 4.87% examples, 667702 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:05,626 : INFO : EPOCH 4 - PROGRESS: at 5.21% examples, 666767 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:06,638 : INFO : EPOCH 4 - PROGRESS: at 5.53% examples, 666601 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:07,645 : INFO : EPOCH 4 - PROGRESS: at 5.85% examples, 666958 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:35:08,651 : INFO : EPOCH 4 - PROGRESS: at 6.18% examples, 666815 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:09,657 : INFO : EPOCH 4 - PROGRESS: at 6.50% examples, 666612 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:10,664 : INFO : EPOCH 4 - PROGRESS: at 6.80% examples, 666209 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:11,673 : INFO : EPOCH 4 - PROGRESS: at 7.12% examples, 666229 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:12,677 : INFO : EPOCH 4 - PROGRESS: at 7.43% examples, 666223 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:13,680 : INFO : EPOCH 4 - PROGRESS: at 7.75% examples, 666284 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:14,685 : INFO : EPOCH 4 - PROGRESS: at 8.07% examples, 666302 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:15,690 : INFO : EPOCH 4 - PROGRESS: at 8.38% examples, 666028 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:16,692 : INFO : EPOCH 4 - PROGRESS: at 8.72% examples, 665695 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:17,695 : INFO : EPOCH 4 - PROGRESS: at 9.04% examples, 665910 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:18,696 : INFO : EPOCH 4 - PROGRESS: at 9.35% examples, 665551 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:19,696 : INFO : EPOCH 4 - PROGRESS: at 9.66% examples, 665548 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:20,705 : INFO : EPOCH 4 - PROGRESS: at 10.00% examples, 665779 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:21,706 : INFO : EPOCH 4 - PROGRESS: at 10.29% examples, 666104 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:35:22,707 : INFO : EPOCH 4 - PROGRESS: at 10.63% examples, 665848 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:23,722 : INFO : EPOCH 4 - PROGRESS: at 10.95% examples, 665737 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:24,741 : INFO : EPOCH 4 - PROGRESS: at 11.28% examples, 665688 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:25,741 : INFO : EPOCH 4 - PROGRESS: at 11.60% examples, 665911 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:26,746 : INFO : EPOCH 4 - PROGRESS: at 11.92% examples, 665822 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:27,748 : INFO : EPOCH 4 - PROGRESS: at 12.24% examples, 666057 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:28,779 : INFO : EPOCH 4 - PROGRESS: at 12.56% examples, 665859 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:29,780 : INFO : EPOCH 4 - PROGRESS: at 12.87% examples, 665993 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:30,798 : INFO : EPOCH 4 - PROGRESS: at 13.18% examples, 665717 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:35:31,800 : INFO : EPOCH 4 - PROGRESS: at 13.50% examples, 665832 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:32,813 : INFO : EPOCH 4 - PROGRESS: at 13.82% examples, 665820 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:33,814 : INFO : EPOCH 4 - PROGRESS: at 14.15% examples, 665772 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:34,831 : INFO : EPOCH 4 - PROGRESS: at 14.50% examples, 665657 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:35,851 : INFO : EPOCH 4 - PROGRESS: at 14.81% examples, 665810 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:36,858 : INFO : EPOCH 4 - PROGRESS: at 15.14% examples, 666015 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:37,863 : INFO : EPOCH 4 - PROGRESS: at 15.47% examples, 665993 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:38,868 : INFO : EPOCH 4 - PROGRESS: at 15.81% examples, 665924 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:39,874 : INFO : EPOCH 4 - PROGRESS: at 16.14% examples, 665957 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:40,891 : INFO : EPOCH 4 - PROGRESS: at 16.48% examples, 665545 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:41,903 : INFO : EPOCH 4 - PROGRESS: at 16.81% examples, 665410 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:42,903 : INFO : EPOCH 4 - PROGRESS: at 17.11% examples, 665360 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:43,908 : INFO : EPOCH 4 - PROGRESS: at 17.44% examples, 665438 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:44,929 : INFO : EPOCH 4 - PROGRESS: at 17.76% examples, 665570 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:45,932 : INFO : EPOCH 4 - PROGRESS: at 18.08% examples, 665622 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:46,957 : INFO : EPOCH 4 - PROGRESS: at 18.38% examples, 665647 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:35:47,970 : INFO : EPOCH 4 - PROGRESS: at 18.55% examples, 660312 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:48,991 : INFO : EPOCH 4 - PROGRESS: at 18.68% examples, 653305 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:50,037 : INFO : EPOCH 4 - PROGRESS: at 18.79% examples, 645901 words/s, in_qsize 8, out_qsize 2
2020-07-23 18:35:51,102 : INFO : EPOCH 4 - PROGRESS: at 18.92% examples, 639480 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:35:52,121 : INFO : EPOCH 4 - PROGRESS: at 19.04% examples, 632916 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:53,146 : INFO : EPOCH 4 - PROGRESS: at 19.17% examples, 626693 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:54,168 : INFO : EPOCH 4 - PROGRESS: at 19.31% examples, 620932 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:55,175 : INFO : EPOCH 4 - PROGRESS: at 19.41% examples, 614988 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:56,214 : INFO : EPOCH 4 - PROGRESS: at 19.53% examples, 609037 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:35:57,239 : INFO : EPOCH 4 - PROGRESS: at 19.65% examples, 603477 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:35:58,278 : INFO : EPOCH 4 - PROGRESS: at 19.78% examples, 598009 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:35:59,285 : INFO : EPOCH 4 - PROGRESS: at 19.90% examples, 592809 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:36:00,300 : INFO : EPOCH 4 - PROGRESS: at 20.04% examples, 587923 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:01,360 : INFO : EPOCH 4 - PROGRESS: at 20.18% examples, 582669 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:02,361 : INFO : EPOCH 4 - PROGRESS: at 20.28% examples, 577916 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:03,370 : INFO : EPOCH 4 - PROGRESS: at 20.53% examples, 576662 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:04,386 : INFO : EPOCH 4 - PROGRESS: at 20.67% examples, 572588 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:05,486 : INFO : EPOCH 4 - PROGRESS: at 20.80% examples, 567759 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:06,523 : INFO : EPOCH 4 - PROGRESS: at 20.91% examples, 563128 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:07,549 : INFO : EPOCH 4 - PROGRESS: at 21.04% examples, 558997 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:08,618 : INFO : EPOCH 4 - PROGRESS: at 21.15% examples, 554421 words/s, in_qsize 8, out_qsize 2
2020-07-23 18:36:09,633 : INFO : EPOCH 4 - PROGRESS: at 21.27% examples, 550570 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:10,633 : INFO : EPOCH 4 - PROGRESS: at 21.38% examples, 546895 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:11,636 : INFO : EPOCH 4 - PROGRESS: at 21.51% examples, 543106 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:12,665 : INFO : EPOCH 4 - PROGRESS: at 21.64% examples, 539217 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:13,681 : INFO : EPOCH 4 - PROGRESS: at 21.75% examples, 535625 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:14,692 : INFO : EPOCH 4 - PROGRESS: at 21.89% examples, 531964 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:15,749 : INFO : EPOCH 4 - PROGRESS: at 22.00% examples, 528471 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:16,774 : INFO : EPOCH 4 - PROGRESS: at 22.11% examples, 525104 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:17,786 : INFO : EPOCH 4 - PROGRESS: at 22.24% examples, 522059 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:18,788 : INFO : EPOCH 4 - PROGRESS: at 22.35% examples, 519203 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:19,829 : INFO : EPOCH 4 - PROGRESS: at 22.52% examples, 517209 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:20,869 : INFO : EPOCH 4 - PROGRESS: at 22.64% examples, 514211 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:21,878 : INFO : EPOCH 4 - PROGRESS: at 22.76% examples, 511355 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:22,883 : INFO : EPOCH 4 - PROGRESS: at 22.89% examples, 508431 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:23,913 : INFO : EPOCH 4 - PROGRESS: at 23.01% examples, 505796 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:24,923 : INFO : EPOCH 4 - PROGRESS: at 23.15% examples, 503032 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:25,960 : INFO : EPOCH 4 - PROGRESS: at 23.27% examples, 500278 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:26,981 : INFO : EPOCH 4 - PROGRESS: at 23.39% examples, 497654 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:28,020 : INFO : EPOCH 4 - PROGRESS: at 23.52% examples, 495250 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:29,073 : INFO : EPOCH 4 - PROGRESS: at 23.65% examples, 492492 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:30,094 : INFO : EPOCH 4 - PROGRESS: at 23.76% examples, 489902 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:31,099 : INFO : EPOCH 4 - PROGRESS: at 23.87% examples, 487587 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:32,115 : INFO : EPOCH 4 - PROGRESS: at 23.99% examples, 484938 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:33,145 : INFO : EPOCH 4 - PROGRESS: at 24.11% examples, 482404 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:34,165 : INFO : EPOCH 4 - PROGRESS: at 24.22% examples, 480149 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:35,173 : INFO : EPOCH 4 - PROGRESS: at 24.45% examples, 479289 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:36,178 : INFO : EPOCH 4 - PROGRESS: at 24.59% examples, 477615 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:37,190 : INFO : EPOCH 4 - PROGRESS: at 24.70% examples, 475490 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:38,202 : INFO : EPOCH 4 - PROGRESS: at 24.83% examples, 473129 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:39,213 : INFO : EPOCH 4 - PROGRESS: at 24.96% examples, 470998 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:40,229 : INFO : EPOCH 4 - PROGRESS: at 25.07% examples, 468820 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:41,229 : INFO : EPOCH 4 - PROGRESS: at 25.19% examples, 466711 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:42,256 : INFO : EPOCH 4 - PROGRESS: at 25.31% examples, 464430 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:43,281 : INFO : EPOCH 4 - PROGRESS: at 25.43% examples, 462584 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:44,282 : INFO : EPOCH 4 - PROGRESS: at 25.55% examples, 460741 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:45,318 : INFO : EPOCH 4 - PROGRESS: at 25.66% examples, 458713 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:46,332 : INFO : EPOCH 4 - PROGRESS: at 25.78% examples, 456746 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:47,354 : INFO : EPOCH 4 - PROGRESS: at 25.91% examples, 454849 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:48,389 : INFO : EPOCH 4 - PROGRESS: at 26.02% examples, 452936 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:49,444 : INFO : EPOCH 4 - PROGRESS: at 26.15% examples, 451063 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:50,459 : INFO : EPOCH 4 - PROGRESS: at 26.27% examples, 449443 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:51,465 : INFO : EPOCH 4 - PROGRESS: at 26.42% examples, 448195 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:52,493 : INFO : EPOCH 4 - PROGRESS: at 26.57% examples, 446543 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:53,501 : INFO : EPOCH 4 - PROGRESS: at 26.70% examples, 444860 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:54,518 : INFO : EPOCH 4 - PROGRESS: at 26.81% examples, 443336 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:55,521 : INFO : EPOCH 4 - PROGRESS: at 26.94% examples, 441795 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:36:56,522 : INFO : EPOCH 4 - PROGRESS: at 27.06% examples, 440200 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:57,552 : INFO : EPOCH 4 - PROGRESS: at 27.20% examples, 438648 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:58,560 : INFO : EPOCH 4 - PROGRESS: at 27.32% examples, 437358 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:36:59,578 : INFO : EPOCH 4 - PROGRESS: at 27.44% examples, 435820 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:00,609 : INFO : EPOCH 4 - PROGRESS: at 27.55% examples, 434211 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:37:01,677 : INFO : EPOCH 4 - PROGRESS: at 27.67% examples, 432327 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:37:02,705 : INFO : EPOCH 4 - PROGRESS: at 27.79% examples, 431002 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:37:03,706 : INFO : EPOCH 4 - PROGRESS: at 27.90% examples, 429547 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:37:04,722 : INFO : EPOCH 4 - PROGRESS: at 28.02% examples, 428181 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:05,753 : INFO : EPOCH 4 - PROGRESS: at 28.15% examples, 427121 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:06,773 : INFO : EPOCH 4 - PROGRESS: at 28.42% examples, 427926 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:07,779 : INFO : EPOCH 4 - PROGRESS: at 28.70% examples, 428990 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:08,781 : INFO : EPOCH 4 - PROGRESS: at 28.97% examples, 430042 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:09,791 : INFO : EPOCH 4 - PROGRESS: at 29.23% examples, 431146 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:10,805 : INFO : EPOCH 4 - PROGRESS: at 29.51% examples, 432270 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:11,808 : INFO : EPOCH 4 - PROGRESS: at 29.81% examples, 433355 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:12,822 : INFO : EPOCH 4 - PROGRESS: at 30.05% examples, 434285 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:13,855 : INFO : EPOCH 4 - PROGRESS: at 30.18% examples, 432858 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:37:14,906 : INFO : EPOCH 4 - PROGRESS: at 30.30% examples, 431640 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:15,928 : INFO : EPOCH 4 - PROGRESS: at 30.43% examples, 430408 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:16,942 : INFO : EPOCH 4 - PROGRESS: at 30.54% examples, 429166 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:17,953 : INFO : EPOCH 4 - PROGRESS: at 30.66% examples, 427810 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:18,977 : INFO : EPOCH 4 - PROGRESS: at 30.76% examples, 426257 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:19,991 : INFO : EPOCH 4 - PROGRESS: at 30.88% examples, 424936 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:20,991 : INFO : EPOCH 4 - PROGRESS: at 31.00% examples, 423743 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:22,005 : INFO : EPOCH 4 - PROGRESS: at 31.12% examples, 422469 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:23,006 : INFO : EPOCH 4 - PROGRESS: at 31.25% examples, 421292 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:24,037 : INFO : EPOCH 4 - PROGRESS: at 31.38% examples, 420105 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:37:25,053 : INFO : EPOCH 4 - PROGRESS: at 31.51% examples, 418937 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:26,080 : INFO : EPOCH 4 - PROGRESS: at 31.64% examples, 417841 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:27,178 : INFO : EPOCH 4 - PROGRESS: at 31.76% examples, 416437 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:28,185 : INFO : EPOCH 4 - PROGRESS: at 31.91% examples, 415948 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:29,202 : INFO : EPOCH 4 - PROGRESS: at 32.14% examples, 416487 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:37:30,219 : INFO : EPOCH 4 - PROGRESS: at 32.26% examples, 415439 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:31,269 : INFO : EPOCH 4 - PROGRESS: at 32.39% examples, 414301 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:37:32,293 : INFO : EPOCH 4 - PROGRESS: at 32.50% examples, 413237 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:37:33,294 : INFO : EPOCH 4 - PROGRESS: at 32.62% examples, 412193 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:34,316 : INFO : EPOCH 4 - PROGRESS: at 32.73% examples, 411183 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:35,331 : INFO : EPOCH 4 - PROGRESS: at 32.85% examples, 410297 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:36,358 : INFO : EPOCH 4 - PROGRESS: at 32.97% examples, 409253 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:37,369 : INFO : EPOCH 4 - PROGRESS: at 33.08% examples, 408214 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:38,371 : INFO : EPOCH 4 - PROGRESS: at 33.21% examples, 407375 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:39,384 : INFO : EPOCH 4 - PROGRESS: at 33.32% examples, 406272 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:40,389 : INFO : EPOCH 4 - PROGRESS: at 33.43% examples, 405214 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:41,393 : INFO : EPOCH 4 - PROGRESS: at 33.53% examples, 404262 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:42,426 : INFO : EPOCH 4 - PROGRESS: at 33.65% examples, 403255 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:43,461 : INFO : EPOCH 4 - PROGRESS: at 33.77% examples, 402257 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:37:44,498 : INFO : EPOCH 4 - PROGRESS: at 33.92% examples, 401479 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:45,498 : INFO : EPOCH 4 - PROGRESS: at 34.15% examples, 401866 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:46,513 : INFO : EPOCH 4 - PROGRESS: at 34.30% examples, 401220 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:47,532 : INFO : EPOCH 4 - PROGRESS: at 34.43% examples, 400313 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:37:48,537 : INFO : EPOCH 4 - PROGRESS: at 34.54% examples, 399457 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:49,558 : INFO : EPOCH 4 - PROGRESS: at 34.67% examples, 398611 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:37:50,573 : INFO : EPOCH 4 - PROGRESS: at 34.78% examples, 397744 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:37:51,597 : INFO : EPOCH 4 - PROGRESS: at 34.90% examples, 396863 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:52,605 : INFO : EPOCH 4 - PROGRESS: at 35.03% examples, 396129 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:37:53,612 : INFO : EPOCH 4 - PROGRESS: at 35.14% examples, 395367 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:54,677 : INFO : EPOCH 4 - PROGRESS: at 35.26% examples, 394293 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:37:55,697 : INFO : EPOCH 4 - PROGRESS: at 35.38% examples, 393507 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:56,741 : INFO : EPOCH 4 - PROGRESS: at 35.50% examples, 392631 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:57,779 : INFO : EPOCH 4 - PROGRESS: at 35.61% examples, 391835 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:58,780 : INFO : EPOCH 4 - PROGRESS: at 35.73% examples, 391122 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:37:59,838 : INFO : EPOCH 4 - PROGRESS: at 35.85% examples, 390153 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:00,840 : INFO : EPOCH 4 - PROGRESS: at 35.98% examples, 389458 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:01,851 : INFO : EPOCH 4 - PROGRESS: at 36.19% examples, 389512 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:38:02,904 : INFO : EPOCH 4 - PROGRESS: at 36.31% examples, 388858 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:03,929 : INFO : EPOCH 4 - PROGRESS: at 36.44% examples, 388099 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:04,973 : INFO : EPOCH 4 - PROGRESS: at 36.56% examples, 387219 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:05,975 : INFO : EPOCH 4 - PROGRESS: at 36.70% examples, 386540 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:07,049 : INFO : EPOCH 4 - PROGRESS: at 36.83% examples, 385597 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:08,078 : INFO : EPOCH 4 - PROGRESS: at 36.96% examples, 384859 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:38:09,099 : INFO : EPOCH 4 - PROGRESS: at 37.08% examples, 384133 words/s, in_qsize 8, out_qsize 2
2020-07-23 18:38:10,165 : INFO : EPOCH 4 - PROGRESS: at 37.20% examples, 383312 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:38:11,167 : INFO : EPOCH 4 - PROGRESS: at 37.31% examples, 382656 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:12,230 : INFO : EPOCH 4 - PROGRESS: at 37.44% examples, 381868 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:38:13,266 : INFO : EPOCH 4 - PROGRESS: at 37.56% examples, 381190 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:14,285 : INFO : EPOCH 4 - PROGRESS: at 37.69% examples, 380410 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:15,294 : INFO : EPOCH 4 - PROGRESS: at 37.80% examples, 379713 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:16,310 : INFO : EPOCH 4 - PROGRESS: at 37.92% examples, 379068 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:38:17,341 : INFO : EPOCH 4 - PROGRESS: at 38.04% examples, 378510 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:18,342 : INFO : EPOCH 4 - PROGRESS: at 38.21% examples, 378488 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:38:19,361 : INFO : EPOCH 4 - PROGRESS: at 38.34% examples, 377792 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:20,373 : INFO : EPOCH 4 - PROGRESS: at 38.45% examples, 377127 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:38:21,418 : INFO : EPOCH 4 - PROGRESS: at 38.57% examples, 376511 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:22,489 : INFO : EPOCH 4 - PROGRESS: at 38.70% examples, 375744 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:23,490 : INFO : EPOCH 4 - PROGRESS: at 38.81% examples, 375217 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:24,515 : INFO : EPOCH 4 - PROGRESS: at 38.94% examples, 374614 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:25,526 : INFO : EPOCH 4 - PROGRESS: at 39.05% examples, 373974 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:26,578 : INFO : EPOCH 4 - PROGRESS: at 39.18% examples, 373301 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:27,650 : INFO : EPOCH 4 - PROGRESS: at 39.30% examples, 372768 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:28,680 : INFO : EPOCH 4 - PROGRESS: at 39.44% examples, 372169 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:29,688 : INFO : EPOCH 4 - PROGRESS: at 39.55% examples, 371580 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:30,688 : INFO : EPOCH 4 - PROGRESS: at 39.67% examples, 371064 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:31,706 : INFO : EPOCH 4 - PROGRESS: at 39.87% examples, 371247 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:32,720 : INFO : EPOCH 4 - PROGRESS: at 40.14% examples, 372006 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:33,746 : INFO : EPOCH 4 - PROGRESS: at 40.42% examples, 372949 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:34,750 : INFO : EPOCH 4 - PROGRESS: at 40.71% examples, 373918 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:35,764 : INFO : EPOCH 4 - PROGRESS: at 40.99% examples, 374806 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:36,777 : INFO : EPOCH 4 - PROGRESS: at 41.35% examples, 376375 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:37,789 : INFO : EPOCH 4 - PROGRESS: at 41.70% examples, 377997 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:38,790 : INFO : EPOCH 4 - PROGRESS: at 42.07% examples, 379534 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:39,791 : INFO : EPOCH 4 - PROGRESS: at 42.43% examples, 381120 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:40,795 : INFO : EPOCH 4 - PROGRESS: at 42.79% examples, 382615 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:41,801 : INFO : EPOCH 4 - PROGRESS: at 43.12% examples, 384130 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:42,808 : INFO : EPOCH 4 - PROGRESS: at 43.48% examples, 385703 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:38:43,819 : INFO : EPOCH 4 - PROGRESS: at 43.83% examples, 387224 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:44,829 : INFO : EPOCH 4 - PROGRESS: at 44.18% examples, 388726 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:45,830 : INFO : EPOCH 4 - PROGRESS: at 44.53% examples, 390233 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:46,832 : INFO : EPOCH 4 - PROGRESS: at 44.87% examples, 391684 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:47,838 : INFO : EPOCH 4 - PROGRESS: at 45.24% examples, 393118 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:38:48,849 : INFO : EPOCH 4 - PROGRESS: at 45.58% examples, 394562 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:49,853 : INFO : EPOCH 4 - PROGRESS: at 45.95% examples, 395972 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:50,861 : INFO : EPOCH 4 - PROGRESS: at 46.32% examples, 397366 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:51,872 : INFO : EPOCH 4 - PROGRESS: at 46.68% examples, 398755 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:52,874 : INFO : EPOCH 4 - PROGRESS: at 47.03% examples, 400157 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:53,891 : INFO : EPOCH 4 - PROGRESS: at 47.40% examples, 401489 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:54,898 : INFO : EPOCH 4 - PROGRESS: at 47.78% examples, 402833 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:55,901 : INFO : EPOCH 4 - PROGRESS: at 48.12% examples, 404241 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:38:56,909 : INFO : EPOCH 4 - PROGRESS: at 48.48% examples, 405565 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:57,928 : INFO : EPOCH 4 - PROGRESS: at 48.81% examples, 406908 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:58,940 : INFO : EPOCH 4 - PROGRESS: at 49.16% examples, 408238 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:38:59,946 : INFO : EPOCH 4 - PROGRESS: at 49.51% examples, 409584 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:00,951 : INFO : EPOCH 4 - PROGRESS: at 49.88% examples, 410869 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:01,954 : INFO : EPOCH 4 - PROGRESS: at 50.28% examples, 412112 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:02,955 : INFO : EPOCH 4 - PROGRESS: at 50.62% examples, 413347 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:03,959 : INFO : EPOCH 4 - PROGRESS: at 50.96% examples, 414616 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:04,967 : INFO : EPOCH 4 - PROGRESS: at 51.30% examples, 415913 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:05,975 : INFO : EPOCH 4 - PROGRESS: at 51.66% examples, 417145 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:06,978 : INFO : EPOCH 4 - PROGRESS: at 52.01% examples, 418373 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:07,979 : INFO : EPOCH 4 - PROGRESS: at 52.38% examples, 419597 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:08,985 : INFO : EPOCH 4 - PROGRESS: at 52.71% examples, 420838 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:39:09,988 : INFO : EPOCH 4 - PROGRESS: at 53.08% examples, 422087 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:10,993 : INFO : EPOCH 4 - PROGRESS: at 53.45% examples, 423229 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:12,005 : INFO : EPOCH 4 - PROGRESS: at 53.80% examples, 424436 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:13,023 : INFO : EPOCH 4 - PROGRESS: at 54.14% examples, 425587 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:14,035 : INFO : EPOCH 4 - PROGRESS: at 54.50% examples, 426756 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:15,039 : INFO : EPOCH 4 - PROGRESS: at 54.85% examples, 427909 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:16,043 : INFO : EPOCH 4 - PROGRESS: at 55.18% examples, 429040 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:17,045 : INFO : EPOCH 4 - PROGRESS: at 55.53% examples, 430183 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:18,056 : INFO : EPOCH 4 - PROGRESS: at 55.90% examples, 431303 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:19,079 : INFO : EPOCH 4 - PROGRESS: at 56.28% examples, 432424 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:20,083 : INFO : EPOCH 4 - PROGRESS: at 56.65% examples, 433554 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:21,100 : INFO : EPOCH 4 - PROGRESS: at 56.98% examples, 434709 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:39:22,105 : INFO : EPOCH 4 - PROGRESS: at 57.34% examples, 435793 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:23,119 : INFO : EPOCH 4 - PROGRESS: at 57.71% examples, 436895 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:24,123 : INFO : EPOCH 4 - PROGRESS: at 58.06% examples, 437986 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:25,136 : INFO : EPOCH 4 - PROGRESS: at 58.40% examples, 439046 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:26,144 : INFO : EPOCH 4 - PROGRESS: at 58.77% examples, 440101 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:27,144 : INFO : EPOCH 4 - PROGRESS: at 59.13% examples, 441152 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:28,146 : INFO : EPOCH 4 - PROGRESS: at 59.49% examples, 442206 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:39:29,150 : INFO : EPOCH 4 - PROGRESS: at 59.87% examples, 443258 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:30,152 : INFO : EPOCH 4 - PROGRESS: at 60.20% examples, 444331 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:31,153 : INFO : EPOCH 4 - PROGRESS: at 60.56% examples, 445331 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:32,158 : INFO : EPOCH 4 - PROGRESS: at 60.92% examples, 446378 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:33,163 : INFO : EPOCH 4 - PROGRESS: at 61.28% examples, 447377 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:34,168 : INFO : EPOCH 4 - PROGRESS: at 61.64% examples, 448396 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:35,181 : INFO : EPOCH 4 - PROGRESS: at 61.96% examples, 449395 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:36,183 : INFO : EPOCH 4 - PROGRESS: at 62.34% examples, 450374 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:37,192 : INFO : EPOCH 4 - PROGRESS: at 62.67% examples, 451368 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:38,194 : INFO : EPOCH 4 - PROGRESS: at 63.03% examples, 452287 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:39,196 : INFO : EPOCH 4 - PROGRESS: at 63.37% examples, 453179 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:40,205 : INFO : EPOCH 4 - PROGRESS: at 63.68% examples, 453903 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:41,209 : INFO : EPOCH 4 - PROGRESS: at 64.04% examples, 454603 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:42,212 : INFO : EPOCH 4 - PROGRESS: at 64.41% examples, 455570 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:43,219 : INFO : EPOCH 4 - PROGRESS: at 64.77% examples, 456525 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:44,227 : INFO : EPOCH 4 - PROGRESS: at 65.14% examples, 457463 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:45,238 : INFO : EPOCH 4 - PROGRESS: at 65.49% examples, 458379 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:46,241 : INFO : EPOCH 4 - PROGRESS: at 65.84% examples, 459368 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:47,243 : INFO : EPOCH 4 - PROGRESS: at 66.19% examples, 460288 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:48,245 : INFO : EPOCH 4 - PROGRESS: at 66.54% examples, 461159 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:49,251 : INFO : EPOCH 4 - PROGRESS: at 66.89% examples, 462054 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:50,253 : INFO : EPOCH 4 - PROGRESS: at 67.24% examples, 462961 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:51,265 : INFO : EPOCH 4 - PROGRESS: at 67.59% examples, 463879 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:52,272 : INFO : EPOCH 4 - PROGRESS: at 67.96% examples, 464750 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:53,274 : INFO : EPOCH 4 - PROGRESS: at 68.32% examples, 465637 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:54,283 : INFO : EPOCH 4 - PROGRESS: at 68.69% examples, 466515 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:55,288 : INFO : EPOCH 4 - PROGRESS: at 69.05% examples, 467369 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:56,296 : INFO : EPOCH 4 - PROGRESS: at 69.37% examples, 468273 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:57,301 : INFO : EPOCH 4 - PROGRESS: at 69.73% examples, 469183 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:58,306 : INFO : EPOCH 4 - PROGRESS: at 70.09% examples, 470060 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:39:59,308 : INFO : EPOCH 4 - PROGRESS: at 70.44% examples, 470896 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:00,314 : INFO : EPOCH 4 - PROGRESS: at 70.81% examples, 471707 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:01,317 : INFO : EPOCH 4 - PROGRESS: at 71.18% examples, 472574 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:02,333 : INFO : EPOCH 4 - PROGRESS: at 71.53% examples, 473414 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:03,336 : INFO : EPOCH 4 - PROGRESS: at 71.91% examples, 474222 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:04,340 : INFO : EPOCH 4 - PROGRESS: at 72.27% examples, 475057 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:05,348 : INFO : EPOCH 4 - PROGRESS: at 72.61% examples, 475905 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:06,350 : INFO : EPOCH 4 - PROGRESS: at 72.94% examples, 476704 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:07,352 : INFO : EPOCH 4 - PROGRESS: at 73.31% examples, 477536 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:08,352 : INFO : EPOCH 4 - PROGRESS: at 73.65% examples, 478403 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:09,366 : INFO : EPOCH 4 - PROGRESS: at 74.02% examples, 479202 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:10,376 : INFO : EPOCH 4 - PROGRESS: at 74.39% examples, 480003 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:11,377 : INFO : EPOCH 4 - PROGRESS: at 74.74% examples, 480809 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:12,382 : INFO : EPOCH 4 - PROGRESS: at 75.10% examples, 481572 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:13,385 : INFO : EPOCH 4 - PROGRESS: at 75.46% examples, 482309 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:14,385 : INFO : EPOCH 4 - PROGRESS: at 75.83% examples, 483067 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:15,406 : INFO : EPOCH 4 - PROGRESS: at 76.19% examples, 483840 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:16,425 : INFO : EPOCH 4 - PROGRESS: at 76.54% examples, 484659 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:17,442 : INFO : EPOCH 4 - PROGRESS: at 76.91% examples, 485422 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:18,445 : INFO : EPOCH 4 - PROGRESS: at 77.26% examples, 486206 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:19,448 : INFO : EPOCH 4 - PROGRESS: at 77.60% examples, 486959 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:20,451 : INFO : EPOCH 4 - PROGRESS: at 77.96% examples, 487705 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:21,451 : INFO : EPOCH 4 - PROGRESS: at 78.32% examples, 488437 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:22,456 : INFO : EPOCH 4 - PROGRESS: at 78.66% examples, 489196 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:23,457 : INFO : EPOCH 4 - PROGRESS: at 78.97% examples, 489869 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:24,459 : INFO : EPOCH 4 - PROGRESS: at 79.34% examples, 490608 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:25,463 : INFO : EPOCH 4 - PROGRESS: at 79.70% examples, 491311 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:26,484 : INFO : EPOCH 4 - PROGRESS: at 80.07% examples, 492004 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:27,487 : INFO : EPOCH 4 - PROGRESS: at 80.42% examples, 492761 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:28,499 : INFO : EPOCH 4 - PROGRESS: at 80.78% examples, 493451 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:29,499 : INFO : EPOCH 4 - PROGRESS: at 81.18% examples, 494164 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:30,505 : INFO : EPOCH 4 - PROGRESS: at 81.52% examples, 494906 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:31,514 : INFO : EPOCH 4 - PROGRESS: at 81.87% examples, 495583 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:32,515 : INFO : EPOCH 4 - PROGRESS: at 82.20% examples, 496305 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:33,522 : INFO : EPOCH 4 - PROGRESS: at 82.58% examples, 496967 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:34,547 : INFO : EPOCH 4 - PROGRESS: at 82.94% examples, 497682 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:35,550 : INFO : EPOCH 4 - PROGRESS: at 83.31% examples, 498381 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:36,559 : INFO : EPOCH 4 - PROGRESS: at 83.65% examples, 499080 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:37,561 : INFO : EPOCH 4 - PROGRESS: at 84.02% examples, 499756 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:38,565 : INFO : EPOCH 4 - PROGRESS: at 84.38% examples, 500440 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:39,573 : INFO : EPOCH 4 - PROGRESS: at 84.71% examples, 501105 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:40:40,578 : INFO : EPOCH 4 - PROGRESS: at 85.08% examples, 501753 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:41,579 : INFO : EPOCH 4 - PROGRESS: at 85.42% examples, 502415 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:42,579 : INFO : EPOCH 4 - PROGRESS: at 85.77% examples, 503029 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:43,587 : INFO : EPOCH 4 - PROGRESS: at 86.13% examples, 503649 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:44,589 : INFO : EPOCH 4 - PROGRESS: at 86.49% examples, 504307 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:45,591 : INFO : EPOCH 4 - PROGRESS: at 86.85% examples, 504973 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:46,603 : INFO : EPOCH 4 - PROGRESS: at 87.20% examples, 505596 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:47,603 : INFO : EPOCH 4 - PROGRESS: at 87.57% examples, 506233 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:48,613 : INFO : EPOCH 4 - PROGRESS: at 87.94% examples, 506874 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:49,615 : INFO : EPOCH 4 - PROGRESS: at 88.29% examples, 507512 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:50,619 : INFO : EPOCH 4 - PROGRESS: at 88.66% examples, 508103 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:51,631 : INFO : EPOCH 4 - PROGRESS: at 89.02% examples, 508747 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:52,646 : INFO : EPOCH 4 - PROGRESS: at 89.35% examples, 509394 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:53,669 : INFO : EPOCH 4 - PROGRESS: at 89.72% examples, 509990 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:54,680 : INFO : EPOCH 4 - PROGRESS: at 90.10% examples, 510631 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:55,684 : INFO : EPOCH 4 - PROGRESS: at 90.44% examples, 511245 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:56,692 : INFO : EPOCH 4 - PROGRESS: at 90.79% examples, 511860 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:57,697 : INFO : EPOCH 4 - PROGRESS: at 91.13% examples, 512444 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:58,707 : INFO : EPOCH 4 - PROGRESS: at 91.50% examples, 513052 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:40:59,720 : INFO : EPOCH 4 - PROGRESS: at 91.83% examples, 513658 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:00,723 : INFO : EPOCH 4 - PROGRESS: at 92.18% examples, 514247 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:01,735 : INFO : EPOCH 4 - PROGRESS: at 92.55% examples, 514831 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:02,741 : INFO : EPOCH 4 - PROGRESS: at 92.89% examples, 515435 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:41:03,747 : INFO : EPOCH 4 - PROGRESS: at 93.20% examples, 516039 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:41:04,748 : INFO : EPOCH 4 - PROGRESS: at 93.55% examples, 516604 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:05,757 : INFO : EPOCH 4 - PROGRESS: at 93.91% examples, 517214 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:06,757 : INFO : EPOCH 4 - PROGRESS: at 94.26% examples, 517759 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:07,764 : INFO : EPOCH 4 - PROGRESS: at 94.62% examples, 518323 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:08,768 : INFO : EPOCH 4 - PROGRESS: at 94.98% examples, 518898 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:09,789 : INFO : EPOCH 4 - PROGRESS: at 95.32% examples, 519484 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:10,802 : INFO : EPOCH 4 - PROGRESS: at 95.68% examples, 520076 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:11,802 : INFO : EPOCH 4 - PROGRESS: at 96.01% examples, 520667 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:12,810 : INFO : EPOCH 4 - PROGRESS: at 96.37% examples, 521197 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:13,817 : INFO : EPOCH 4 - PROGRESS: at 96.71% examples, 521766 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:14,818 : INFO : EPOCH 4 - PROGRESS: at 97.06% examples, 522328 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:15,819 : INFO : EPOCH 4 - PROGRESS: at 97.42% examples, 522865 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:16,820 : INFO : EPOCH 4 - PROGRESS: at 97.81% examples, 523391 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:41:17,821 : INFO : EPOCH 4 - PROGRESS: at 98.19% examples, 523924 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:18,835 : INFO : EPOCH 4 - PROGRESS: at 98.53% examples, 524474 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:19,841 : INFO : EPOCH 4 - PROGRESS: at 98.88% examples, 525052 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:20,849 : INFO : EPOCH 4 - PROGRESS: at 99.24% examples, 525571 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:21,853 : INFO : EPOCH 4 - PROGRESS: at 99.58% examples, 526098 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:22,857 : INFO : EPOCH 4 - PROGRESS: at 99.94% examples, 526641 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:23,051 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 18:41:23,065 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 18:41:23,066 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 18:41:23,069 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 18:41:23,070 : INFO : EPOCH - 4 : training on 266682872 raw words (207299431 effective words) took 393.5s, 526777 effective words/s
2020-07-23 18:41:24,084 : INFO : EPOCH 5 - PROGRESS: at 0.35% examples, 731167 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:41:25,088 : INFO : EPOCH 5 - PROGRESS: at 0.74% examples, 733046 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:26,090 : INFO : EPOCH 5 - PROGRESS: at 1.10% examples, 734491 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:27,110 : INFO : EPOCH 5 - PROGRESS: at 1.28% examples, 642287 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:41:28,118 : INFO : EPOCH 5 - PROGRESS: at 1.41% examples, 566503 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:29,146 : INFO : EPOCH 5 - PROGRESS: at 1.53% examples, 511583 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:30,178 : INFO : EPOCH 5 - PROGRESS: at 1.65% examples, 472685 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:31,225 : INFO : EPOCH 5 - PROGRESS: at 1.76% examples, 445538 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:32,261 : INFO : EPOCH 5 - PROGRESS: at 1.89% examples, 421870 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:33,280 : INFO : EPOCH 5 - PROGRESS: at 2.02% examples, 402543 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:41:34,296 : INFO : EPOCH 5 - PROGRESS: at 2.13% examples, 388429 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:35,298 : INFO : EPOCH 5 - PROGRESS: at 2.26% examples, 375733 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:36,305 : INFO : EPOCH 5 - PROGRESS: at 2.37% examples, 366419 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:37,306 : INFO : EPOCH 5 - PROGRESS: at 2.49% examples, 357497 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:41:38,308 : INFO : EPOCH 5 - PROGRESS: at 2.60% examples, 350008 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:41:39,310 : INFO : EPOCH 5 - PROGRESS: at 2.70% examples, 343840 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:40,354 : INFO : EPOCH 5 - PROGRESS: at 2.82% examples, 339436 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:41,372 : INFO : EPOCH 5 - PROGRESS: at 2.96% examples, 338292 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:42,382 : INFO : EPOCH 5 - PROGRESS: at 3.21% examples, 346820 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:43,391 : INFO : EPOCH 5 - PROGRESS: at 3.36% examples, 343603 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:44,398 : INFO : EPOCH 5 - PROGRESS: at 3.48% examples, 338783 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:45,413 : INFO : EPOCH 5 - PROGRESS: at 3.59% examples, 334696 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:46,446 : INFO : EPOCH 5 - PROGRESS: at 3.72% examples, 329686 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:47,476 : INFO : EPOCH 5 - PROGRESS: at 3.83% examples, 326417 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:41:48,490 : INFO : EPOCH 5 - PROGRESS: at 3.96% examples, 322961 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:49,492 : INFO : EPOCH 5 - PROGRESS: at 4.07% examples, 319216 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:50,540 : INFO : EPOCH 5 - PROGRESS: at 4.20% examples, 316117 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:51,554 : INFO : EPOCH 5 - PROGRESS: at 4.33% examples, 314349 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:52,557 : INFO : EPOCH 5 - PROGRESS: at 4.43% examples, 311562 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:53,562 : INFO : EPOCH 5 - PROGRESS: at 4.56% examples, 309454 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:54,578 : INFO : EPOCH 5 - PROGRESS: at 4.67% examples, 307167 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:41:55,600 : INFO : EPOCH 5 - PROGRESS: at 4.80% examples, 305304 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:56,613 : INFO : EPOCH 5 - PROGRESS: at 4.93% examples, 303682 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:41:57,629 : INFO : EPOCH 5 - PROGRESS: at 5.09% examples, 303217 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:41:58,673 : INFO : EPOCH 5 - PROGRESS: at 5.31% examples, 307654 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:41:59,678 : INFO : EPOCH 5 - PROGRESS: at 5.44% examples, 305901 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:00,714 : INFO : EPOCH 5 - PROGRESS: at 5.56% examples, 304187 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:01,716 : INFO : EPOCH 5 - PROGRESS: at 5.69% examples, 303304 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:42:02,725 : INFO : EPOCH 5 - PROGRESS: at 5.80% examples, 301774 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:03,742 : INFO : EPOCH 5 - PROGRESS: at 5.91% examples, 300034 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:42:04,763 : INFO : EPOCH 5 - PROGRESS: at 6.04% examples, 298659 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:05,766 : INFO : EPOCH 5 - PROGRESS: at 6.16% examples, 297317 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:06,802 : INFO : EPOCH 5 - PROGRESS: at 6.29% examples, 296241 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:42:07,847 : INFO : EPOCH 5 - PROGRESS: at 6.40% examples, 294697 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:08,860 : INFO : EPOCH 5 - PROGRESS: at 6.52% examples, 293818 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:09,894 : INFO : EPOCH 5 - PROGRESS: at 6.63% examples, 292710 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:10,946 : INFO : EPOCH 5 - PROGRESS: at 6.74% examples, 291527 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:42:12,021 : INFO : EPOCH 5 - PROGRESS: at 6.87% examples, 290265 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:13,028 : INFO : EPOCH 5 - PROGRESS: at 6.99% examples, 289690 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:14,034 : INFO : EPOCH 5 - PROGRESS: at 7.19% examples, 292381 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:15,037 : INFO : EPOCH 5 - PROGRESS: at 7.43% examples, 296564 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:16,084 : INFO : EPOCH 5 - PROGRESS: at 7.54% examples, 295003 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:17,110 : INFO : EPOCH 5 - PROGRESS: at 7.67% examples, 294454 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:42:18,113 : INFO : EPOCH 5 - PROGRESS: at 7.79% examples, 293836 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:42:19,158 : INFO : EPOCH 5 - PROGRESS: at 7.91% examples, 292883 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:20,180 : INFO : EPOCH 5 - PROGRESS: at 8.04% examples, 292381 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:21,187 : INFO : EPOCH 5 - PROGRESS: at 8.15% examples, 291357 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:42:22,257 : INFO : EPOCH 5 - PROGRESS: at 8.27% examples, 290350 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:23,291 : INFO : EPOCH 5 - PROGRESS: at 8.40% examples, 289907 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:24,307 : INFO : EPOCH 5 - PROGRESS: at 8.52% examples, 289199 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:25,340 : INFO : EPOCH 5 - PROGRESS: at 8.65% examples, 288166 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:26,345 : INFO : EPOCH 5 - PROGRESS: at 8.78% examples, 287350 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:27,355 : INFO : EPOCH 5 - PROGRESS: at 8.90% examples, 286733 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:28,413 : INFO : EPOCH 5 - PROGRESS: at 9.01% examples, 286073 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:42:29,442 : INFO : EPOCH 5 - PROGRESS: at 9.13% examples, 285368 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:30,465 : INFO : EPOCH 5 - PROGRESS: at 9.27% examples, 285615 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:31,473 : INFO : EPOCH 5 - PROGRESS: at 9.56% examples, 289926 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:32,482 : INFO : EPOCH 5 - PROGRESS: at 9.70% examples, 290149 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:33,497 : INFO : EPOCH 5 - PROGRESS: at 9.83% examples, 289522 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:34,500 : INFO : EPOCH 5 - PROGRESS: at 9.95% examples, 288912 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:35,569 : INFO : EPOCH 5 - PROGRESS: at 10.06% examples, 288397 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:36,577 : INFO : EPOCH 5 - PROGRESS: at 10.18% examples, 287732 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:37,587 : INFO : EPOCH 5 - PROGRESS: at 10.29% examples, 287567 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:42:38,642 : INFO : EPOCH 5 - PROGRESS: at 10.40% examples, 286875 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:39,658 : INFO : EPOCH 5 - PROGRESS: at 10.53% examples, 286110 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:40,661 : INFO : EPOCH 5 - PROGRESS: at 10.67% examples, 285542 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:41,712 : INFO : EPOCH 5 - PROGRESS: at 10.79% examples, 284924 words/s, in_qsize 5, out_qsize 2
2020-07-23 18:42:42,748 : INFO : EPOCH 5 - PROGRESS: at 10.91% examples, 284820 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:43,755 : INFO : EPOCH 5 - PROGRESS: at 11.04% examples, 284008 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:44,764 : INFO : EPOCH 5 - PROGRESS: at 11.16% examples, 283733 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:45,764 : INFO : EPOCH 5 - PROGRESS: at 11.35% examples, 285373 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:46,777 : INFO : EPOCH 5 - PROGRESS: at 11.64% examples, 288738 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:47,785 : INFO : EPOCH 5 - PROGRESS: at 11.92% examples, 292350 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:48,787 : INFO : EPOCH 5 - PROGRESS: at 12.20% examples, 295722 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:49,790 : INFO : EPOCH 5 - PROGRESS: at 12.48% examples, 299051 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:50,802 : INFO : EPOCH 5 - PROGRESS: at 12.75% examples, 302384 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:51,815 : INFO : EPOCH 5 - PROGRESS: at 13.02% examples, 305657 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:52,892 : INFO : EPOCH 5 - PROGRESS: at 13.28% examples, 308136 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:53,969 : INFO : EPOCH 5 - PROGRESS: at 13.40% examples, 307355 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:55,002 : INFO : EPOCH 5 - PROGRESS: at 13.53% examples, 306531 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:56,025 : INFO : EPOCH 5 - PROGRESS: at 13.64% examples, 305831 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:42:57,104 : INFO : EPOCH 5 - PROGRESS: at 13.75% examples, 304910 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:42:58,124 : INFO : EPOCH 5 - PROGRESS: at 13.88% examples, 304406 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:42:59,126 : INFO : EPOCH 5 - PROGRESS: at 13.99% examples, 303911 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:00,159 : INFO : EPOCH 5 - PROGRESS: at 14.13% examples, 303186 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:01,175 : INFO : EPOCH 5 - PROGRESS: at 14.26% examples, 302614 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:43:02,205 : INFO : EPOCH 5 - PROGRESS: at 14.39% examples, 301900 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:03,254 : INFO : EPOCH 5 - PROGRESS: at 14.50% examples, 301150 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:04,302 : INFO : EPOCH 5 - PROGRESS: at 14.63% examples, 300634 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:05,322 : INFO : EPOCH 5 - PROGRESS: at 14.75% examples, 300154 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:06,356 : INFO : EPOCH 5 - PROGRESS: at 14.87% examples, 299877 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:43:07,383 : INFO : EPOCH 5 - PROGRESS: at 14.99% examples, 299225 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:08,400 : INFO : EPOCH 5 - PROGRESS: at 15.14% examples, 299312 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:09,409 : INFO : EPOCH 5 - PROGRESS: at 15.31% examples, 299779 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:43:10,473 : INFO : EPOCH 5 - PROGRESS: at 15.46% examples, 299344 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:11,474 : INFO : EPOCH 5 - PROGRESS: at 15.57% examples, 298802 words/s, in_qsize 6, out_qsize 0
2020-07-23 18:43:12,513 : INFO : EPOCH 5 - PROGRESS: at 15.70% examples, 298332 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:13,538 : INFO : EPOCH 5 - PROGRESS: at 15.84% examples, 297843 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:14,637 : INFO : EPOCH 5 - PROGRESS: at 15.97% examples, 297301 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:43:15,654 : INFO : EPOCH 5 - PROGRESS: at 16.10% examples, 296880 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:16,697 : INFO : EPOCH 5 - PROGRESS: at 16.23% examples, 296465 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:43:17,713 : INFO : EPOCH 5 - PROGRESS: at 16.35% examples, 295913 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:18,741 : INFO : EPOCH 5 - PROGRESS: at 16.48% examples, 295442 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:19,771 : INFO : EPOCH 5 - PROGRESS: at 16.61% examples, 294903 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:20,829 : INFO : EPOCH 5 - PROGRESS: at 16.73% examples, 294503 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:21,846 : INFO : EPOCH 5 - PROGRESS: at 16.86% examples, 294267 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:22,859 : INFO : EPOCH 5 - PROGRESS: at 16.97% examples, 293801 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:23,912 : INFO : EPOCH 5 - PROGRESS: at 17.08% examples, 293428 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:43:24,929 : INFO : EPOCH 5 - PROGRESS: at 17.24% examples, 293722 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:25,953 : INFO : EPOCH 5 - PROGRESS: at 17.43% examples, 294414 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:27,014 : INFO : EPOCH 5 - PROGRESS: at 17.57% examples, 294174 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:43:28,037 : INFO : EPOCH 5 - PROGRESS: at 17.68% examples, 294019 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:29,044 : INFO : EPOCH 5 - PROGRESS: at 17.81% examples, 293537 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:43:30,053 : INFO : EPOCH 5 - PROGRESS: at 17.94% examples, 293282 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:43:31,072 : INFO : EPOCH 5 - PROGRESS: at 18.05% examples, 292824 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:32,077 : INFO : EPOCH 5 - PROGRESS: at 18.18% examples, 292681 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:33,081 : INFO : EPOCH 5 - PROGRESS: at 18.28% examples, 292411 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:43:34,141 : INFO : EPOCH 5 - PROGRESS: at 18.41% examples, 292027 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:35,197 : INFO : EPOCH 5 - PROGRESS: at 18.54% examples, 291882 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:36,213 : INFO : EPOCH 5 - PROGRESS: at 18.66% examples, 291495 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:37,241 : INFO : EPOCH 5 - PROGRESS: at 18.77% examples, 290922 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:38,246 : INFO : EPOCH 5 - PROGRESS: at 18.88% examples, 290689 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:43:39,260 : INFO : EPOCH 5 - PROGRESS: at 19.00% examples, 290139 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:40,279 : INFO : EPOCH 5 - PROGRESS: at 19.13% examples, 289924 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:41,291 : INFO : EPOCH 5 - PROGRESS: at 19.33% examples, 290692 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:42,314 : INFO : EPOCH 5 - PROGRESS: at 19.48% examples, 290815 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:43,355 : INFO : EPOCH 5 - PROGRESS: at 19.61% examples, 290533 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:44,362 : INFO : EPOCH 5 - PROGRESS: at 19.73% examples, 290188 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:45,394 : INFO : EPOCH 5 - PROGRESS: at 19.84% examples, 289762 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:46,414 : INFO : EPOCH 5 - PROGRESS: at 19.98% examples, 289519 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:47,432 : INFO : EPOCH 5 - PROGRESS: at 20.12% examples, 289142 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:48,462 : INFO : EPOCH 5 - PROGRESS: at 20.26% examples, 288951 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:43:49,479 : INFO : EPOCH 5 - PROGRESS: at 20.38% examples, 288782 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:50,513 : INFO : EPOCH 5 - PROGRESS: at 20.50% examples, 288390 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:51,518 : INFO : EPOCH 5 - PROGRESS: at 20.64% examples, 288195 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:52,537 : INFO : EPOCH 5 - PROGRESS: at 20.75% examples, 287832 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:53,544 : INFO : EPOCH 5 - PROGRESS: at 20.87% examples, 287631 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:43:54,550 : INFO : EPOCH 5 - PROGRESS: at 21.01% examples, 287383 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:55,593 : INFO : EPOCH 5 - PROGRESS: at 21.12% examples, 287046 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:56,628 : INFO : EPOCH 5 - PROGRESS: at 21.25% examples, 286766 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:57,635 : INFO : EPOCH 5 - PROGRESS: at 21.39% examples, 287054 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:58,677 : INFO : EPOCH 5 - PROGRESS: at 21.58% examples, 287303 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:43:59,678 : INFO : EPOCH 5 - PROGRESS: at 21.70% examples, 287087 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:00,701 : INFO : EPOCH 5 - PROGRESS: at 21.81% examples, 286641 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:01,716 : INFO : EPOCH 5 - PROGRESS: at 21.94% examples, 286285 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:44:02,737 : INFO : EPOCH 5 - PROGRESS: at 22.05% examples, 286002 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:03,738 : INFO : EPOCH 5 - PROGRESS: at 22.16% examples, 285725 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:04,753 : INFO : EPOCH 5 - PROGRESS: at 22.28% examples, 285703 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:05,757 : INFO : EPOCH 5 - PROGRESS: at 22.39% examples, 285346 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:06,758 : INFO : EPOCH 5 - PROGRESS: at 22.52% examples, 285206 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:07,769 : INFO : EPOCH 5 - PROGRESS: at 22.63% examples, 284953 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:08,773 : INFO : EPOCH 5 - PROGRESS: at 22.74% examples, 284688 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:44:09,829 : INFO : EPOCH 5 - PROGRESS: at 22.86% examples, 284334 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:44:10,857 : INFO : EPOCH 5 - PROGRESS: at 22.99% examples, 284163 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:44:11,865 : INFO : EPOCH 5 - PROGRESS: at 23.19% examples, 284820 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:12,879 : INFO : EPOCH 5 - PROGRESS: at 23.45% examples, 286472 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:13,890 : INFO : EPOCH 5 - PROGRESS: at 23.75% examples, 288203 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:14,900 : INFO : EPOCH 5 - PROGRESS: at 24.03% examples, 289993 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:15,909 : INFO : EPOCH 5 - PROGRESS: at 24.32% examples, 291684 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:16,913 : INFO : EPOCH 5 - PROGRESS: at 24.68% examples, 294165 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:17,918 : INFO : EPOCH 5 - PROGRESS: at 25.06% examples, 296669 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:18,924 : INFO : EPOCH 5 - PROGRESS: at 25.43% examples, 299166 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:19,928 : INFO : EPOCH 5 - PROGRESS: at 25.79% examples, 301673 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:20,931 : INFO : EPOCH 5 - PROGRESS: at 26.15% examples, 304088 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:44:21,946 : INFO : EPOCH 5 - PROGRESS: at 26.53% examples, 306514 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:22,946 : INFO : EPOCH 5 - PROGRESS: at 26.90% examples, 308953 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:44:23,957 : INFO : EPOCH 5 - PROGRESS: at 27.27% examples, 311340 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:24,959 : INFO : EPOCH 5 - PROGRESS: at 27.64% examples, 313775 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:25,963 : INFO : EPOCH 5 - PROGRESS: at 27.98% examples, 316089 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:26,964 : INFO : EPOCH 5 - PROGRESS: at 28.33% examples, 318331 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:27,969 : INFO : EPOCH 5 - PROGRESS: at 28.68% examples, 320607 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:28,996 : INFO : EPOCH 5 - PROGRESS: at 29.03% examples, 322864 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:44:30,011 : INFO : EPOCH 5 - PROGRESS: at 29.38% examples, 325168 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:44:31,018 : INFO : EPOCH 5 - PROGRESS: at 29.75% examples, 327405 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:32,023 : INFO : EPOCH 5 - PROGRESS: at 30.08% examples, 329625 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:33,034 : INFO : EPOCH 5 - PROGRESS: at 30.44% examples, 331766 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:34,037 : INFO : EPOCH 5 - PROGRESS: at 30.80% examples, 333936 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:35,046 : INFO : EPOCH 5 - PROGRESS: at 31.17% examples, 336022 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:36,053 : INFO : EPOCH 5 - PROGRESS: at 31.55% examples, 338101 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:37,054 : INFO : EPOCH 5 - PROGRESS: at 31.91% examples, 340223 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:38,060 : INFO : EPOCH 5 - PROGRESS: at 32.25% examples, 342245 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:39,064 : INFO : EPOCH 5 - PROGRESS: at 32.61% examples, 344291 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:40,088 : INFO : EPOCH 5 - PROGRESS: at 32.95% examples, 346324 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:41,097 : INFO : EPOCH 5 - PROGRESS: at 33.31% examples, 348352 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:42,117 : INFO : EPOCH 5 - PROGRESS: at 33.66% examples, 350311 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:43,121 : INFO : EPOCH 5 - PROGRESS: at 34.02% examples, 352284 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:44,133 : INFO : EPOCH 5 - PROGRESS: at 34.41% examples, 354200 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:45,143 : INFO : EPOCH 5 - PROGRESS: at 34.76% examples, 356128 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:46,145 : INFO : EPOCH 5 - PROGRESS: at 35.10% examples, 358025 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:47,149 : INFO : EPOCH 5 - PROGRESS: at 35.46% examples, 359849 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:48,162 : INFO : EPOCH 5 - PROGRESS: at 35.82% examples, 361761 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:49,174 : INFO : EPOCH 5 - PROGRESS: at 36.21% examples, 363651 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:50,181 : INFO : EPOCH 5 - PROGRESS: at 36.57% examples, 365477 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:51,190 : INFO : EPOCH 5 - PROGRESS: at 36.97% examples, 367256 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:52,196 : INFO : EPOCH 5 - PROGRESS: at 37.32% examples, 369009 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:44:53,207 : INFO : EPOCH 5 - PROGRESS: at 37.70% examples, 370735 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:54,214 : INFO : EPOCH 5 - PROGRESS: at 38.04% examples, 372516 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:55,231 : INFO : EPOCH 5 - PROGRESS: at 38.41% examples, 374293 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:44:56,244 : INFO : EPOCH 5 - PROGRESS: at 38.77% examples, 376037 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:44:57,247 : INFO : EPOCH 5 - PROGRESS: at 39.12% examples, 377767 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:58,247 : INFO : EPOCH 5 - PROGRESS: at 39.46% examples, 379338 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:44:59,249 : INFO : EPOCH 5 - PROGRESS: at 39.80% examples, 380837 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:00,252 : INFO : EPOCH 5 - PROGRESS: at 40.12% examples, 382160 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:01,268 : INFO : EPOCH 5 - PROGRESS: at 40.45% examples, 383476 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:02,273 : INFO : EPOCH 5 - PROGRESS: at 40.80% examples, 385084 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:03,281 : INFO : EPOCH 5 - PROGRESS: at 41.16% examples, 386669 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:04,288 : INFO : EPOCH 5 - PROGRESS: at 41.51% examples, 388294 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:05,290 : INFO : EPOCH 5 - PROGRESS: at 41.88% examples, 389923 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:06,300 : INFO : EPOCH 5 - PROGRESS: at 42.24% examples, 391439 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:45:07,308 : INFO : EPOCH 5 - PROGRESS: at 42.61% examples, 393051 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:08,320 : INFO : EPOCH 5 - PROGRESS: at 42.98% examples, 394558 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:09,327 : INFO : EPOCH 5 - PROGRESS: at 43.32% examples, 396181 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:10,330 : INFO : EPOCH 5 - PROGRESS: at 43.68% examples, 397660 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:11,336 : INFO : EPOCH 5 - PROGRESS: at 44.02% examples, 399195 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:12,344 : INFO : EPOCH 5 - PROGRESS: at 44.37% examples, 400732 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:13,352 : INFO : EPOCH 5 - PROGRESS: at 44.72% examples, 402206 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:14,354 : INFO : EPOCH 5 - PROGRESS: at 45.07% examples, 403648 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:15,357 : INFO : EPOCH 5 - PROGRESS: at 45.43% examples, 405118 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:16,363 : INFO : EPOCH 5 - PROGRESS: at 45.78% examples, 406498 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:45:17,374 : INFO : EPOCH 5 - PROGRESS: at 46.17% examples, 407960 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:18,377 : INFO : EPOCH 5 - PROGRESS: at 46.53% examples, 409355 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:19,387 : INFO : EPOCH 5 - PROGRESS: at 46.88% examples, 410769 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:45:20,389 : INFO : EPOCH 5 - PROGRESS: at 47.24% examples, 412158 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:21,393 : INFO : EPOCH 5 - PROGRESS: at 47.62% examples, 413507 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:22,396 : INFO : EPOCH 5 - PROGRESS: at 47.98% examples, 414898 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:23,403 : INFO : EPOCH 5 - PROGRESS: at 48.34% examples, 416223 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:45:24,414 : INFO : EPOCH 5 - PROGRESS: at 48.69% examples, 417626 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:25,415 : INFO : EPOCH 5 - PROGRESS: at 49.02% examples, 418966 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:45:26,417 : INFO : EPOCH 5 - PROGRESS: at 49.38% examples, 420294 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:27,424 : INFO : EPOCH 5 - PROGRESS: at 49.74% examples, 421607 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:28,425 : INFO : EPOCH 5 - PROGRESS: at 50.13% examples, 422875 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:29,431 : INFO : EPOCH 5 - PROGRESS: at 50.48% examples, 424112 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:30,437 : INFO : EPOCH 5 - PROGRESS: at 50.83% examples, 425421 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:31,450 : INFO : EPOCH 5 - PROGRESS: at 51.18% examples, 426698 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:32,453 : INFO : EPOCH 5 - PROGRESS: at 51.54% examples, 427987 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:33,454 : INFO : EPOCH 5 - PROGRESS: at 51.89% examples, 429250 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:34,458 : INFO : EPOCH 5 - PROGRESS: at 52.25% examples, 430461 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:35,461 : INFO : EPOCH 5 - PROGRESS: at 52.60% examples, 431733 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:36,474 : INFO : EPOCH 5 - PROGRESS: at 52.98% examples, 432931 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:37,496 : INFO : EPOCH 5 - PROGRESS: at 53.35% examples, 434110 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:38,506 : INFO : EPOCH 5 - PROGRESS: at 53.70% examples, 435348 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:39,513 : INFO : EPOCH 5 - PROGRESS: at 54.05% examples, 436546 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:45:40,522 : INFO : EPOCH 5 - PROGRESS: at 54.41% examples, 437705 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:41,547 : INFO : EPOCH 5 - PROGRESS: at 54.77% examples, 438914 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:42,554 : INFO : EPOCH 5 - PROGRESS: at 55.11% examples, 440098 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:43,561 : INFO : EPOCH 5 - PROGRESS: at 55.48% examples, 441252 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:44,562 : INFO : EPOCH 5 - PROGRESS: at 55.84% examples, 442427 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:45,573 : INFO : EPOCH 5 - PROGRESS: at 56.22% examples, 443514 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:46,580 : INFO : EPOCH 5 - PROGRESS: at 56.58% examples, 444632 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:47,590 : INFO : EPOCH 5 - PROGRESS: at 56.93% examples, 445806 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:48,597 : INFO : EPOCH 5 - PROGRESS: at 57.28% examples, 446943 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:49,598 : INFO : EPOCH 5 - PROGRESS: at 57.65% examples, 448026 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:50,601 : INFO : EPOCH 5 - PROGRESS: at 58.01% examples, 449137 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:51,623 : INFO : EPOCH 5 - PROGRESS: at 58.35% examples, 450227 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:52,630 : INFO : EPOCH 5 - PROGRESS: at 58.72% examples, 451307 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:53,636 : INFO : EPOCH 5 - PROGRESS: at 59.08% examples, 452321 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:54,653 : INFO : EPOCH 5 - PROGRESS: at 59.46% examples, 453415 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:55,653 : INFO : EPOCH 5 - PROGRESS: at 59.83% examples, 454441 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:56,657 : INFO : EPOCH 5 - PROGRESS: at 60.17% examples, 455467 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:57,660 : INFO : EPOCH 5 - PROGRESS: at 60.53% examples, 456516 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:58,670 : INFO : EPOCH 5 - PROGRESS: at 60.90% examples, 457548 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:45:59,674 : INFO : EPOCH 5 - PROGRESS: at 61.25% examples, 458546 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:00,699 : INFO : EPOCH 5 - PROGRESS: at 61.62% examples, 459548 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:01,707 : INFO : EPOCH 5 - PROGRESS: at 61.95% examples, 460603 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:02,713 : INFO : EPOCH 5 - PROGRESS: at 62.33% examples, 461570 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:03,713 : INFO : EPOCH 5 - PROGRESS: at 62.67% examples, 462630 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:46:04,732 : INFO : EPOCH 5 - PROGRESS: at 63.04% examples, 463579 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:05,743 : INFO : EPOCH 5 - PROGRESS: at 63.39% examples, 464575 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:06,744 : INFO : EPOCH 5 - PROGRESS: at 63.76% examples, 465570 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:07,750 : INFO : EPOCH 5 - PROGRESS: at 64.14% examples, 466548 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:08,754 : INFO : EPOCH 5 - PROGRESS: at 64.52% examples, 467534 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:09,756 : INFO : EPOCH 5 - PROGRESS: at 64.89% examples, 468482 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:10,764 : INFO : EPOCH 5 - PROGRESS: at 65.27% examples, 469376 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:11,766 : INFO : EPOCH 5 - PROGRESS: at 65.61% examples, 470342 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:12,767 : INFO : EPOCH 5 - PROGRESS: at 65.95% examples, 471275 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:13,769 : INFO : EPOCH 5 - PROGRESS: at 66.31% examples, 472190 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:14,775 : INFO : EPOCH 5 - PROGRESS: at 66.67% examples, 473129 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:15,799 : INFO : EPOCH 5 - PROGRESS: at 67.03% examples, 474021 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:16,812 : INFO : EPOCH 5 - PROGRESS: at 67.37% examples, 474944 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:17,817 : INFO : EPOCH 5 - PROGRESS: at 67.73% examples, 475846 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:18,823 : INFO : EPOCH 5 - PROGRESS: at 68.10% examples, 476746 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:19,832 : INFO : EPOCH 5 - PROGRESS: at 68.48% examples, 477648 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:20,834 : INFO : EPOCH 5 - PROGRESS: at 68.86% examples, 478551 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:46:21,839 : INFO : EPOCH 5 - PROGRESS: at 69.19% examples, 479423 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:22,850 : INFO : EPOCH 5 - PROGRESS: at 69.54% examples, 480321 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:23,851 : INFO : EPOCH 5 - PROGRESS: at 69.87% examples, 481183 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:24,859 : INFO : EPOCH 5 - PROGRESS: at 70.25% examples, 482045 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:25,890 : INFO : EPOCH 5 - PROGRESS: at 70.63% examples, 482923 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:26,907 : INFO : EPOCH 5 - PROGRESS: at 71.01% examples, 483800 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:27,912 : INFO : EPOCH 5 - PROGRESS: at 71.36% examples, 484655 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:46:28,934 : INFO : EPOCH 5 - PROGRESS: at 71.75% examples, 485489 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:29,938 : INFO : EPOCH 5 - PROGRESS: at 72.11% examples, 486302 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:30,939 : INFO : EPOCH 5 - PROGRESS: at 72.47% examples, 487130 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:31,945 : INFO : EPOCH 5 - PROGRESS: at 72.80% examples, 487956 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:32,966 : INFO : EPOCH 5 - PROGRESS: at 73.14% examples, 488783 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:33,994 : INFO : EPOCH 5 - PROGRESS: at 73.46% examples, 489241 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:35,000 : INFO : EPOCH 5 - PROGRESS: at 73.58% examples, 488489 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:36,018 : INFO : EPOCH 5 - PROGRESS: at 73.70% examples, 487697 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:46:37,061 : INFO : EPOCH 5 - PROGRESS: at 73.81% examples, 486783 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:38,091 : INFO : EPOCH 5 - PROGRESS: at 73.94% examples, 485968 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:39,098 : INFO : EPOCH 5 - PROGRESS: at 74.05% examples, 485200 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:46:40,110 : INFO : EPOCH 5 - PROGRESS: at 74.18% examples, 484389 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:46:41,113 : INFO : EPOCH 5 - PROGRESS: at 74.31% examples, 483698 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:42,137 : INFO : EPOCH 5 - PROGRESS: at 74.43% examples, 482878 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:43,140 : INFO : EPOCH 5 - PROGRESS: at 74.55% examples, 482162 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:44,161 : INFO : EPOCH 5 - PROGRESS: at 74.67% examples, 481419 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:45,163 : INFO : EPOCH 5 - PROGRESS: at 74.78% examples, 480702 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:46:46,165 : INFO : EPOCH 5 - PROGRESS: at 74.90% examples, 479971 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:46:47,193 : INFO : EPOCH 5 - PROGRESS: at 75.03% examples, 479250 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:48,198 : INFO : EPOCH 5 - PROGRESS: at 75.17% examples, 478577 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:46:49,216 : INFO : EPOCH 5 - PROGRESS: at 75.33% examples, 478130 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:50,230 : INFO : EPOCH 5 - PROGRESS: at 75.60% examples, 478321 words/s, in_qsize 6, out_qsize 0
2020-07-23 18:46:51,283 : INFO : EPOCH 5 - PROGRESS: at 75.77% examples, 477713 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:52,297 : INFO : EPOCH 5 - PROGRESS: at 75.88% examples, 476916 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:46:53,313 : INFO : EPOCH 5 - PROGRESS: at 75.98% examples, 476131 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:46:54,355 : INFO : EPOCH 5 - PROGRESS: at 76.11% examples, 475375 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:46:55,357 : INFO : EPOCH 5 - PROGRESS: at 76.22% examples, 474677 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:46:56,390 : INFO : EPOCH 5 - PROGRESS: at 76.34% examples, 473974 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:46:57,397 : INFO : EPOCH 5 - PROGRESS: at 76.46% examples, 473353 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:46:58,429 : INFO : EPOCH 5 - PROGRESS: at 76.58% examples, 472649 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:46:59,433 : INFO : EPOCH 5 - PROGRESS: at 76.70% examples, 471969 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:00,492 : INFO : EPOCH 5 - PROGRESS: at 76.84% examples, 471241 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:01,496 : INFO : EPOCH 5 - PROGRESS: at 76.95% examples, 470634 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:02,509 : INFO : EPOCH 5 - PROGRESS: at 77.06% examples, 469942 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:47:03,549 : INFO : EPOCH 5 - PROGRESS: at 77.18% examples, 469241 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:04,562 : INFO : EPOCH 5 - PROGRESS: at 77.30% examples, 468574 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:05,601 : INFO : EPOCH 5 - PROGRESS: at 77.45% examples, 467965 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:06,605 : INFO : EPOCH 5 - PROGRESS: at 77.67% examples, 468038 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:47:07,642 : INFO : EPOCH 5 - PROGRESS: at 77.80% examples, 467410 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:08,649 : INFO : EPOCH 5 - PROGRESS: at 77.91% examples, 466779 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:09,690 : INFO : EPOCH 5 - PROGRESS: at 78.05% examples, 466085 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:10,709 : INFO : EPOCH 5 - PROGRESS: at 78.17% examples, 465514 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:11,753 : INFO : EPOCH 5 - PROGRESS: at 78.30% examples, 464803 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:47:12,779 : INFO : EPOCH 5 - PROGRESS: at 78.42% examples, 464210 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:13,847 : INFO : EPOCH 5 - PROGRESS: at 78.52% examples, 463534 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:14,867 : INFO : EPOCH 5 - PROGRESS: at 78.65% examples, 462928 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:15,887 : INFO : EPOCH 5 - PROGRESS: at 78.78% examples, 462295 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:16,898 : INFO : EPOCH 5 - PROGRESS: at 78.88% examples, 461701 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:17,905 : INFO : EPOCH 5 - PROGRESS: at 78.99% examples, 461100 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:18,930 : INFO : EPOCH 5 - PROGRESS: at 79.13% examples, 460498 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:47:19,985 : INFO : EPOCH 5 - PROGRESS: at 79.25% examples, 459855 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:47:21,009 : INFO : EPOCH 5 - PROGRESS: at 79.38% examples, 459273 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:22,014 : INFO : EPOCH 5 - PROGRESS: at 79.53% examples, 458709 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:47:23,017 : INFO : EPOCH 5 - PROGRESS: at 79.78% examples, 458970 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:24,049 : INFO : EPOCH 5 - PROGRESS: at 79.95% examples, 458614 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:25,102 : INFO : EPOCH 5 - PROGRESS: at 80.08% examples, 457975 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:47:26,154 : INFO : EPOCH 5 - PROGRESS: at 80.20% examples, 457370 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:27,188 : INFO : EPOCH 5 - PROGRESS: at 80.33% examples, 456766 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:28,197 : INFO : EPOCH 5 - PROGRESS: at 80.43% examples, 456151 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:29,197 : INFO : EPOCH 5 - PROGRESS: at 80.55% examples, 455550 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:30,214 : INFO : EPOCH 5 - PROGRESS: at 80.66% examples, 454955 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:31,215 : INFO : EPOCH 5 - PROGRESS: at 80.79% examples, 454379 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:32,216 : INFO : EPOCH 5 - PROGRESS: at 80.92% examples, 453822 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:33,228 : INFO : EPOCH 5 - PROGRESS: at 81.04% examples, 453185 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:47:34,246 : INFO : EPOCH 5 - PROGRESS: at 81.18% examples, 452611 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:47:35,273 : INFO : EPOCH 5 - PROGRESS: at 81.30% examples, 452071 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:36,286 : INFO : EPOCH 5 - PROGRESS: at 81.41% examples, 451529 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:37,307 : INFO : EPOCH 5 - PROGRESS: at 81.53% examples, 450988 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:47:38,319 : INFO : EPOCH 5 - PROGRESS: at 81.66% examples, 450435 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:39,321 : INFO : EPOCH 5 - PROGRESS: at 81.93% examples, 450756 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:40,334 : INFO : EPOCH 5 - PROGRESS: at 82.14% examples, 450828 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:41,342 : INFO : EPOCH 5 - PROGRESS: at 82.28% examples, 450352 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:42,358 : INFO : EPOCH 5 - PROGRESS: at 82.39% examples, 449795 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:47:43,398 : INFO : EPOCH 5 - PROGRESS: at 82.53% examples, 449214 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:47:44,411 : INFO : EPOCH 5 - PROGRESS: at 82.66% examples, 448697 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:45,415 : INFO : EPOCH 5 - PROGRESS: at 82.77% examples, 448176 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:46,453 : INFO : EPOCH 5 - PROGRESS: at 82.89% examples, 447572 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:47:47,462 : INFO : EPOCH 5 - PROGRESS: at 83.00% examples, 447014 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:47:48,506 : INFO : EPOCH 5 - PROGRESS: at 83.13% examples, 446461 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:49,522 : INFO : EPOCH 5 - PROGRESS: at 83.25% examples, 445932 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:47:50,542 : INFO : EPOCH 5 - PROGRESS: at 83.38% examples, 445426 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:51,551 : INFO : EPOCH 5 - PROGRESS: at 83.50% examples, 444946 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:52,563 : INFO : EPOCH 5 - PROGRESS: at 83.62% examples, 444526 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:53,614 : INFO : EPOCH 5 - PROGRESS: at 83.75% examples, 444036 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:54,616 : INFO : EPOCH 5 - PROGRESS: at 83.91% examples, 443658 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:55,641 : INFO : EPOCH 5 - PROGRESS: at 84.16% examples, 443822 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:56,649 : INFO : EPOCH 5 - PROGRESS: at 84.45% examples, 444240 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:57,657 : INFO : EPOCH 5 - PROGRESS: at 84.72% examples, 444574 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:58,668 : INFO : EPOCH 5 - PROGRESS: at 85.02% examples, 444924 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:47:59,678 : INFO : EPOCH 5 - PROGRESS: at 85.28% examples, 445300 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:00,705 : INFO : EPOCH 5 - PROGRESS: at 85.58% examples, 445628 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:01,713 : INFO : EPOCH 5 - PROGRESS: at 85.88% examples, 445969 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:02,778 : INFO : EPOCH 5 - PROGRESS: at 86.03% examples, 445590 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:03,823 : INFO : EPOCH 5 - PROGRESS: at 86.14% examples, 444989 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:04,828 : INFO : EPOCH 5 - PROGRESS: at 86.27% examples, 444539 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:05,845 : INFO : EPOCH 5 - PROGRESS: at 86.39% examples, 443994 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:48:06,873 : INFO : EPOCH 5 - PROGRESS: at 86.50% examples, 443494 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:07,891 : INFO : EPOCH 5 - PROGRESS: at 86.63% examples, 443009 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:08,905 : INFO : EPOCH 5 - PROGRESS: at 86.75% examples, 442577 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:09,933 : INFO : EPOCH 5 - PROGRESS: at 86.88% examples, 442086 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:10,941 : INFO : EPOCH 5 - PROGRESS: at 86.99% examples, 441584 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:11,961 : INFO : EPOCH 5 - PROGRESS: at 87.12% examples, 441122 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:12,981 : INFO : EPOCH 5 - PROGRESS: at 87.25% examples, 440648 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:14,037 : INFO : EPOCH 5 - PROGRESS: at 87.36% examples, 440060 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:15,066 : INFO : EPOCH 5 - PROGRESS: at 87.49% examples, 439567 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:16,066 : INFO : EPOCH 5 - PROGRESS: at 87.60% examples, 439095 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:17,099 : INFO : EPOCH 5 - PROGRESS: at 87.72% examples, 438570 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:18,133 : INFO : EPOCH 5 - PROGRESS: at 87.91% examples, 438382 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:19,134 : INFO : EPOCH 5 - PROGRESS: at 88.03% examples, 437884 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:20,159 : INFO : EPOCH 5 - PROGRESS: at 88.13% examples, 437341 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:21,205 : INFO : EPOCH 5 - PROGRESS: at 88.25% examples, 436869 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:22,210 : INFO : EPOCH 5 - PROGRESS: at 88.37% examples, 436390 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:23,213 : INFO : EPOCH 5 - PROGRESS: at 88.50% examples, 435872 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:48:24,238 : INFO : EPOCH 5 - PROGRESS: at 88.62% examples, 435439 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:25,240 : INFO : EPOCH 5 - PROGRESS: at 88.75% examples, 435016 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:26,244 : INFO : EPOCH 5 - PROGRESS: at 88.86% examples, 434545 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:27,258 : INFO : EPOCH 5 - PROGRESS: at 88.98% examples, 434106 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:28,298 : INFO : EPOCH 5 - PROGRESS: at 89.10% examples, 433623 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:29,318 : INFO : EPOCH 5 - PROGRESS: at 89.21% examples, 433195 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:30,326 : INFO : EPOCH 5 - PROGRESS: at 89.32% examples, 432780 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:48:31,326 : INFO : EPOCH 5 - PROGRESS: at 89.45% examples, 432320 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:32,332 : INFO : EPOCH 5 - PROGRESS: at 89.57% examples, 431883 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:33,351 : INFO : EPOCH 5 - PROGRESS: at 89.71% examples, 431477 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:34,353 : INFO : EPOCH 5 - PROGRESS: at 89.92% examples, 431497 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:35,361 : INFO : EPOCH 5 - PROGRESS: at 90.04% examples, 431016 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:36,365 : INFO : EPOCH 5 - PROGRESS: at 90.17% examples, 430618 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:37,370 : INFO : EPOCH 5 - PROGRESS: at 90.28% examples, 430153 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:38,385 : INFO : EPOCH 5 - PROGRESS: at 90.39% examples, 429750 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:39,415 : INFO : EPOCH 5 - PROGRESS: at 90.49% examples, 429344 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:48:40,416 : INFO : EPOCH 5 - PROGRESS: at 90.62% examples, 428924 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:41,467 : INFO : EPOCH 5 - PROGRESS: at 90.74% examples, 428434 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:42,525 : INFO : EPOCH 5 - PROGRESS: at 90.86% examples, 427975 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:43,557 : INFO : EPOCH 5 - PROGRESS: at 90.97% examples, 427535 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:44,569 : INFO : EPOCH 5 - PROGRESS: at 91.09% examples, 427140 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:45,573 : INFO : EPOCH 5 - PROGRESS: at 91.22% examples, 426738 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:46,580 : INFO : EPOCH 5 - PROGRESS: at 91.35% examples, 426319 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:47,642 : INFO : EPOCH 5 - PROGRESS: at 91.47% examples, 425883 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:48,681 : INFO : EPOCH 5 - PROGRESS: at 91.58% examples, 425466 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:49,693 : INFO : EPOCH 5 - PROGRESS: at 91.70% examples, 425075 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:50,730 : INFO : EPOCH 5 - PROGRESS: at 91.87% examples, 424932 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:51,757 : INFO : EPOCH 5 - PROGRESS: at 92.00% examples, 424537 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:52,785 : INFO : EPOCH 5 - PROGRESS: at 92.10% examples, 424126 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:53,822 : INFO : EPOCH 5 - PROGRESS: at 92.25% examples, 423704 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:54,862 : INFO : EPOCH 5 - PROGRESS: at 92.38% examples, 423305 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:55,873 : INFO : EPOCH 5 - PROGRESS: at 92.49% examples, 422887 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:56,897 : INFO : EPOCH 5 - PROGRESS: at 92.60% examples, 422452 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:57,925 : INFO : EPOCH 5 - PROGRESS: at 92.71% examples, 422032 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:48:58,943 : INFO : EPOCH 5 - PROGRESS: at 92.83% examples, 421647 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:48:59,961 : INFO : EPOCH 5 - PROGRESS: at 92.94% examples, 421283 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:00,965 : INFO : EPOCH 5 - PROGRESS: at 93.05% examples, 420943 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:01,985 : INFO : EPOCH 5 - PROGRESS: at 93.17% examples, 420607 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:03,019 : INFO : EPOCH 5 - PROGRESS: at 93.28% examples, 420259 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:04,058 : INFO : EPOCH 5 - PROGRESS: at 93.41% examples, 419862 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:05,089 : INFO : EPOCH 5 - PROGRESS: at 93.54% examples, 419476 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:06,098 : INFO : EPOCH 5 - PROGRESS: at 93.71% examples, 419331 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:07,100 : INFO : EPOCH 5 - PROGRESS: at 93.85% examples, 419031 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:08,122 : INFO : EPOCH 5 - PROGRESS: at 93.96% examples, 418667 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:49:09,128 : INFO : EPOCH 5 - PROGRESS: at 94.09% examples, 418327 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:10,173 : INFO : EPOCH 5 - PROGRESS: at 94.21% examples, 417907 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:11,192 : INFO : EPOCH 5 - PROGRESS: at 94.33% examples, 417549 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:12,233 : INFO : EPOCH 5 - PROGRESS: at 94.45% examples, 417121 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:13,270 : INFO : EPOCH 5 - PROGRESS: at 94.56% examples, 416687 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:49:14,281 : INFO : EPOCH 5 - PROGRESS: at 94.68% examples, 416329 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:15,330 : INFO : EPOCH 5 - PROGRESS: at 94.81% examples, 415938 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:16,394 : INFO : EPOCH 5 - PROGRESS: at 94.94% examples, 415552 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:17,406 : INFO : EPOCH 5 - PROGRESS: at 95.06% examples, 415271 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:18,527 : INFO : EPOCH 5 - PROGRESS: at 95.19% examples, 414818 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:19,548 : INFO : EPOCH 5 - PROGRESS: at 95.32% examples, 414569 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:20,552 : INFO : EPOCH 5 - PROGRESS: at 95.56% examples, 414786 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:21,559 : INFO : EPOCH 5 - PROGRESS: at 95.82% examples, 415111 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:22,561 : INFO : EPOCH 5 - PROGRESS: at 96.12% examples, 415464 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:23,574 : INFO : EPOCH 5 - PROGRESS: at 96.39% examples, 415832 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:24,585 : INFO : EPOCH 5 - PROGRESS: at 96.67% examples, 416169 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:25,605 : INFO : EPOCH 5 - PROGRESS: at 96.82% examples, 415978 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:26,607 : INFO : EPOCH 5 - PROGRESS: at 96.94% examples, 415662 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:27,665 : INFO : EPOCH 5 - PROGRESS: at 97.06% examples, 415274 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:28,690 : INFO : EPOCH 5 - PROGRESS: at 97.18% examples, 414928 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:29,692 : INFO : EPOCH 5 - PROGRESS: at 97.31% examples, 414610 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:30,702 : INFO : EPOCH 5 - PROGRESS: at 97.43% examples, 414228 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:31,709 : INFO : EPOCH 5 - PROGRESS: at 97.55% examples, 413897 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:32,792 : INFO : EPOCH 5 - PROGRESS: at 97.70% examples, 413504 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:33,798 : INFO : EPOCH 5 - PROGRESS: at 97.84% examples, 413152 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:34,829 : INFO : EPOCH 5 - PROGRESS: at 97.97% examples, 412838 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:35,834 : INFO : EPOCH 5 - PROGRESS: at 98.09% examples, 412470 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:36,839 : INFO : EPOCH 5 - PROGRESS: at 98.22% examples, 412154 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:37,858 : INFO : EPOCH 5 - PROGRESS: at 98.34% examples, 411837 words/s, in_qsize 7, out_qsize 2
2020-07-23 18:49:38,870 : INFO : EPOCH 5 - PROGRESS: at 98.45% examples, 411510 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:39,871 : INFO : EPOCH 5 - PROGRESS: at 98.60% examples, 411246 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:49:40,894 : INFO : EPOCH 5 - PROGRESS: at 98.82% examples, 411381 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:41,933 : INFO : EPOCH 5 - PROGRESS: at 98.97% examples, 411191 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:42,942 : INFO : EPOCH 5 - PROGRESS: at 99.11% examples, 410850 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:43,993 : INFO : EPOCH 5 - PROGRESS: at 99.21% examples, 410444 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:45,061 : INFO : EPOCH 5 - PROGRESS: at 99.33% examples, 410052 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:46,065 : INFO : EPOCH 5 - PROGRESS: at 99.46% examples, 409762 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:47,122 : INFO : EPOCH 5 - PROGRESS: at 99.58% examples, 409427 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:48,198 : INFO : EPOCH 5 - PROGRESS: at 99.71% examples, 409085 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:49,251 : INFO : EPOCH 5 - PROGRESS: at 99.83% examples, 408772 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:50,268 : INFO : EPOCH 5 - PROGRESS: at 99.94% examples, 408430 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:50,749 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 18:49:50,762 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 18:49:50,777 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 18:49:50,778 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 18:49:50,779 : INFO : EPOCH - 5 : training on 266682872 raw words (207298768 effective words) took 507.7s, 408305 effective words/s
2020-07-23 18:49:51,803 : INFO : EPOCH 6 - PROGRESS: at 0.11% examples, 228020 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:52,812 : INFO : EPOCH 6 - PROGRESS: at 0.23% examples, 238730 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:53,870 : INFO : EPOCH 6 - PROGRESS: at 0.35% examples, 235442 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:49:54,901 : INFO : EPOCH 6 - PROGRESS: at 0.47% examples, 236333 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:49:55,902 : INFO : EPOCH 6 - PROGRESS: at 0.60% examples, 238540 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:56,913 : INFO : EPOCH 6 - PROGRESS: at 0.85% examples, 274895 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:57,930 : INFO : EPOCH 6 - PROGRESS: at 1.01% examples, 280995 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:58,930 : INFO : EPOCH 6 - PROGRESS: at 1.12% examples, 277294 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:49:59,941 : INFO : EPOCH 6 - PROGRESS: at 1.23% examples, 273185 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:00,956 : INFO : EPOCH 6 - PROGRESS: at 1.35% examples, 269411 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:01,963 : INFO : EPOCH 6 - PROGRESS: at 1.46% examples, 265643 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:50:03,005 : INFO : EPOCH 6 - PROGRESS: at 1.59% examples, 264724 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:50:04,026 : INFO : EPOCH 6 - PROGRESS: at 1.70% examples, 263934 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:05,077 : INFO : EPOCH 6 - PROGRESS: at 1.82% examples, 261343 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:06,087 : INFO : EPOCH 6 - PROGRESS: at 1.94% examples, 259567 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:07,116 : INFO : EPOCH 6 - PROGRESS: at 2.06% examples, 257820 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:08,125 : INFO : EPOCH 6 - PROGRESS: at 2.18% examples, 256735 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:09,149 : INFO : EPOCH 6 - PROGRESS: at 2.30% examples, 255541 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:10,168 : INFO : EPOCH 6 - PROGRESS: at 2.41% examples, 255143 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:11,232 : INFO : EPOCH 6 - PROGRESS: at 2.55% examples, 254423 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:12,233 : INFO : EPOCH 6 - PROGRESS: at 2.66% examples, 256040 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:13,245 : INFO : EPOCH 6 - PROGRESS: at 2.87% examples, 266084 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:50:14,277 : INFO : EPOCH 6 - PROGRESS: at 2.98% examples, 265462 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:15,286 : INFO : EPOCH 6 - PROGRESS: at 3.10% examples, 264196 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:16,289 : INFO : EPOCH 6 - PROGRESS: at 3.21% examples, 263126 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:50:17,309 : INFO : EPOCH 6 - PROGRESS: at 3.35% examples, 263050 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:18,315 : INFO : EPOCH 6 - PROGRESS: at 3.48% examples, 262568 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:19,345 : INFO : EPOCH 6 - PROGRESS: at 3.59% examples, 262147 words/s, in_qsize 6, out_qsize 2
2020-07-23 18:50:20,383 : INFO : EPOCH 6 - PROGRESS: at 3.73% examples, 261460 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:50:21,392 : INFO : EPOCH 6 - PROGRESS: at 3.84% examples, 260581 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:50:22,418 : INFO : EPOCH 6 - PROGRESS: at 3.96% examples, 259888 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:23,435 : INFO : EPOCH 6 - PROGRESS: at 4.08% examples, 258369 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:24,438 : INFO : EPOCH 6 - PROGRESS: at 4.21% examples, 258507 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:25,473 : INFO : EPOCH 6 - PROGRESS: at 4.33% examples, 258932 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:50:26,479 : INFO : EPOCH 6 - PROGRESS: at 4.46% examples, 258907 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:27,516 : INFO : EPOCH 6 - PROGRESS: at 4.58% examples, 258418 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:28,556 : INFO : EPOCH 6 - PROGRESS: at 4.71% examples, 257928 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:50:29,562 : INFO : EPOCH 6 - PROGRESS: at 4.90% examples, 260597 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:30,574 : INFO : EPOCH 6 - PROGRESS: at 5.09% examples, 263386 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:31,609 : INFO : EPOCH 6 - PROGRESS: at 5.21% examples, 262682 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:32,662 : INFO : EPOCH 6 - PROGRESS: at 5.33% examples, 262272 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:33,672 : INFO : EPOCH 6 - PROGRESS: at 5.46% examples, 261813 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:34,677 : INFO : EPOCH 6 - PROGRESS: at 5.58% examples, 261621 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:50:35,702 : INFO : EPOCH 6 - PROGRESS: at 5.70% examples, 261617 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:36,738 : INFO : EPOCH 6 - PROGRESS: at 5.82% examples, 261014 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:37,749 : INFO : EPOCH 6 - PROGRESS: at 5.94% examples, 261022 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:50:38,782 : INFO : EPOCH 6 - PROGRESS: at 6.06% examples, 260352 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:39,806 : INFO : EPOCH 6 - PROGRESS: at 6.19% examples, 260214 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:40,819 : INFO : EPOCH 6 - PROGRESS: at 6.31% examples, 259917 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:41,861 : INFO : EPOCH 6 - PROGRESS: at 6.43% examples, 259536 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:42,877 : INFO : EPOCH 6 - PROGRESS: at 6.53% examples, 259154 words/s, in_qsize 5, out_qsize 2
2020-07-23 18:50:43,884 : INFO : EPOCH 6 - PROGRESS: at 6.68% examples, 260222 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:50:44,904 : INFO : EPOCH 6 - PROGRESS: at 6.92% examples, 264901 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:45,923 : INFO : EPOCH 6 - PROGRESS: at 7.21% examples, 270939 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:46,943 : INFO : EPOCH 6 - PROGRESS: at 7.49% examples, 276576 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:47,946 : INFO : EPOCH 6 - PROGRESS: at 7.77% examples, 282213 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:48,957 : INFO : EPOCH 6 - PROGRESS: at 8.05% examples, 287453 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:49,962 : INFO : EPOCH 6 - PROGRESS: at 8.33% examples, 292450 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:50,998 : INFO : EPOCH 6 - PROGRESS: at 8.58% examples, 296258 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:52,000 : INFO : EPOCH 6 - PROGRESS: at 8.72% examples, 295233 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:53,001 : INFO : EPOCH 6 - PROGRESS: at 8.85% examples, 294463 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:54,011 : INFO : EPOCH 6 - PROGRESS: at 8.96% examples, 293615 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:55,017 : INFO : EPOCH 6 - PROGRESS: at 9.07% examples, 292840 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:56,021 : INFO : EPOCH 6 - PROGRESS: at 9.19% examples, 291979 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:50:57,046 : INFO : EPOCH 6 - PROGRESS: at 9.29% examples, 291206 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:58,065 : INFO : EPOCH 6 - PROGRESS: at 9.42% examples, 290350 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:50:59,074 : INFO : EPOCH 6 - PROGRESS: at 9.54% examples, 289828 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:00,085 : INFO : EPOCH 6 - PROGRESS: at 9.66% examples, 289370 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:51:01,095 : INFO : EPOCH 6 - PROGRESS: at 9.78% examples, 288834 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:02,109 : INFO : EPOCH 6 - PROGRESS: at 9.91% examples, 288297 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:03,195 : INFO : EPOCH 6 - PROGRESS: at 10.03% examples, 287619 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:51:04,199 : INFO : EPOCH 6 - PROGRESS: at 10.15% examples, 287197 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:05,202 : INFO : EPOCH 6 - PROGRESS: at 10.25% examples, 286809 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:06,226 : INFO : EPOCH 6 - PROGRESS: at 10.37% examples, 286428 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:07,228 : INFO : EPOCH 6 - PROGRESS: at 10.57% examples, 287633 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:08,235 : INFO : EPOCH 6 - PROGRESS: at 10.70% examples, 286693 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:09,242 : INFO : EPOCH 6 - PROGRESS: at 10.82% examples, 286182 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:10,285 : INFO : EPOCH 6 - PROGRESS: at 10.93% examples, 285731 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:51:11,301 : INFO : EPOCH 6 - PROGRESS: at 11.06% examples, 285003 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:12,358 : INFO : EPOCH 6 - PROGRESS: at 11.18% examples, 284570 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:13,429 : INFO : EPOCH 6 - PROGRESS: at 11.30% examples, 284290 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:51:14,453 : INFO : EPOCH 6 - PROGRESS: at 11.43% examples, 283927 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:15,470 : INFO : EPOCH 6 - PROGRESS: at 11.55% examples, 283465 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:16,474 : INFO : EPOCH 6 - PROGRESS: at 11.68% examples, 283229 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:17,495 : INFO : EPOCH 6 - PROGRESS: at 11.80% examples, 282727 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:18,537 : INFO : EPOCH 6 - PROGRESS: at 11.93% examples, 282366 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:51:19,557 : INFO : EPOCH 6 - PROGRESS: at 12.04% examples, 282124 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:20,559 : INFO : EPOCH 6 - PROGRESS: at 12.16% examples, 281697 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:51:21,586 : INFO : EPOCH 6 - PROGRESS: at 12.28% examples, 281124 words/s, in_qsize 8, out_qsize 1
2020-07-23 18:51:22,614 : INFO : EPOCH 6 - PROGRESS: at 12.40% examples, 280842 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:23,632 : INFO : EPOCH 6 - PROGRESS: at 12.58% examples, 281849 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:24,645 : INFO : EPOCH 6 - PROGRESS: at 12.71% examples, 282021 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:51:25,672 : INFO : EPOCH 6 - PROGRESS: at 12.83% examples, 281563 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:26,678 : INFO : EPOCH 6 - PROGRESS: at 12.95% examples, 281124 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:27,723 : INFO : EPOCH 6 - PROGRESS: at 13.04% examples, 280518 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:51:28,743 : INFO : EPOCH 6 - PROGRESS: at 13.16% examples, 280079 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:29,744 : INFO : EPOCH 6 - PROGRESS: at 13.29% examples, 279695 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:30,761 : INFO : EPOCH 6 - PROGRESS: at 13.40% examples, 279373 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:31,809 : INFO : EPOCH 6 - PROGRESS: at 13.52% examples, 278867 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:32,809 : INFO : EPOCH 6 - PROGRESS: at 13.65% examples, 278783 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:33,862 : INFO : EPOCH 6 - PROGRESS: at 13.77% examples, 278596 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:51:34,863 : INFO : EPOCH 6 - PROGRESS: at 13.89% examples, 278352 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:35,865 : INFO : EPOCH 6 - PROGRESS: at 14.01% examples, 277958 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:36,895 : INFO : EPOCH 6 - PROGRESS: at 14.14% examples, 277618 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:37,921 : INFO : EPOCH 6 - PROGRESS: at 14.27% examples, 277301 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:38,932 : INFO : EPOCH 6 - PROGRESS: at 14.40% examples, 276951 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:51:39,985 : INFO : EPOCH 6 - PROGRESS: at 14.65% examples, 278976 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:41,026 : INFO : EPOCH 6 - PROGRESS: at 14.77% examples, 278808 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:42,035 : INFO : EPOCH 6 - PROGRESS: at 14.89% examples, 278644 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:43,076 : INFO : EPOCH 6 - PROGRESS: at 15.00% examples, 278115 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:44,140 : INFO : EPOCH 6 - PROGRESS: at 15.12% examples, 277741 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:45,169 : INFO : EPOCH 6 - PROGRESS: at 15.24% examples, 277404 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:46,235 : INFO : EPOCH 6 - PROGRESS: at 15.36% examples, 276978 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:47,302 : INFO : EPOCH 6 - PROGRESS: at 15.49% examples, 276537 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:48,333 : INFO : EPOCH 6 - PROGRESS: at 15.62% examples, 276292 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:49,341 : INFO : EPOCH 6 - PROGRESS: at 15.74% examples, 276035 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:50,386 : INFO : EPOCH 6 - PROGRESS: at 15.88% examples, 275800 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:51,393 : INFO : EPOCH 6 - PROGRESS: at 16.01% examples, 275688 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:51:52,439 : INFO : EPOCH 6 - PROGRESS: at 16.14% examples, 275514 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:53,471 : INFO : EPOCH 6 - PROGRESS: at 16.26% examples, 275127 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:54,493 : INFO : EPOCH 6 - PROGRESS: at 16.39% examples, 274895 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:51:55,514 : INFO : EPOCH 6 - PROGRESS: at 16.57% examples, 275393 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:56,522 : INFO : EPOCH 6 - PROGRESS: at 16.78% examples, 276612 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:57,535 : INFO : EPOCH 6 - PROGRESS: at 16.90% examples, 276380 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:58,549 : INFO : EPOCH 6 - PROGRESS: at 17.00% examples, 276226 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:51:59,591 : INFO : EPOCH 6 - PROGRESS: at 17.12% examples, 275889 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:00,617 : INFO : EPOCH 6 - PROGRESS: at 17.24% examples, 275725 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:52:01,659 : INFO : EPOCH 6 - PROGRESS: at 17.38% examples, 275511 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:52:02,671 : INFO : EPOCH 6 - PROGRESS: at 17.49% examples, 275272 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:03,683 : INFO : EPOCH 6 - PROGRESS: at 17.61% examples, 275162 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:52:04,690 : INFO : EPOCH 6 - PROGRESS: at 17.72% examples, 274903 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:05,692 : INFO : EPOCH 6 - PROGRESS: at 17.85% examples, 274741 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:06,706 : INFO : EPOCH 6 - PROGRESS: at 17.98% examples, 274517 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:07,717 : INFO : EPOCH 6 - PROGRESS: at 18.10% examples, 274254 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:08,731 : INFO : EPOCH 6 - PROGRESS: at 18.20% examples, 274172 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:09,732 : INFO : EPOCH 6 - PROGRESS: at 18.38% examples, 274992 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:10,743 : INFO : EPOCH 6 - PROGRESS: at 18.65% examples, 277132 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:11,749 : INFO : EPOCH 6 - PROGRESS: at 18.91% examples, 279202 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:12,775 : INFO : EPOCH 6 - PROGRESS: at 19.21% examples, 281275 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:13,794 : INFO : EPOCH 6 - PROGRESS: at 19.50% examples, 283393 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:14,794 : INFO : EPOCH 6 - PROGRESS: at 19.78% examples, 285508 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:15,808 : INFO : EPOCH 6 - PROGRESS: at 20.11% examples, 287599 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:16,827 : INFO : EPOCH 6 - PROGRESS: at 20.38% examples, 289715 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:17,833 : INFO : EPOCH 6 - PROGRESS: at 20.69% examples, 291781 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:18,837 : INFO : EPOCH 6 - PROGRESS: at 21.01% examples, 294112 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:19,841 : INFO : EPOCH 6 - PROGRESS: at 21.36% examples, 297129 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:20,850 : INFO : EPOCH 6 - PROGRESS: at 21.73% examples, 300039 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:21,861 : INFO : EPOCH 6 - PROGRESS: at 22.10% examples, 302996 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:52:22,875 : INFO : EPOCH 6 - PROGRESS: at 22.45% examples, 305911 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:23,881 : INFO : EPOCH 6 - PROGRESS: at 22.79% examples, 308781 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:24,889 : INFO : EPOCH 6 - PROGRESS: at 23.16% examples, 311577 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:25,892 : INFO : EPOCH 6 - PROGRESS: at 23.52% examples, 314383 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:52:26,900 : INFO : EPOCH 6 - PROGRESS: at 23.87% examples, 317135 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:52:27,912 : INFO : EPOCH 6 - PROGRESS: at 24.23% examples, 319782 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:28,912 : INFO : EPOCH 6 - PROGRESS: at 24.62% examples, 322390 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:29,914 : INFO : EPOCH 6 - PROGRESS: at 24.99% examples, 325050 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:30,931 : INFO : EPOCH 6 - PROGRESS: at 25.37% examples, 327601 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:31,939 : INFO : EPOCH 6 - PROGRESS: at 25.71% examples, 330198 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:32,940 : INFO : EPOCH 6 - PROGRESS: at 26.08% examples, 332696 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:33,949 : INFO : EPOCH 6 - PROGRESS: at 26.46% examples, 335214 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:34,958 : INFO : EPOCH 6 - PROGRESS: at 26.83% examples, 337704 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:35,960 : INFO : EPOCH 6 - PROGRESS: at 27.21% examples, 340126 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:36,969 : INFO : EPOCH 6 - PROGRESS: at 27.56% examples, 342536 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:37,980 : INFO : EPOCH 6 - PROGRESS: at 27.92% examples, 344961 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:38,982 : INFO : EPOCH 6 - PROGRESS: at 28.26% examples, 347214 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:39,986 : INFO : EPOCH 6 - PROGRESS: at 28.63% examples, 349606 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:40,992 : INFO : EPOCH 6 - PROGRESS: at 28.97% examples, 351860 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:41,998 : INFO : EPOCH 6 - PROGRESS: at 29.32% examples, 354104 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:42,998 : INFO : EPOCH 6 - PROGRESS: at 29.66% examples, 356332 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:44,001 : INFO : EPOCH 6 - PROGRESS: at 30.02% examples, 358628 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:45,019 : INFO : EPOCH 6 - PROGRESS: at 30.35% examples, 360824 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:46,031 : INFO : EPOCH 6 - PROGRESS: at 30.72% examples, 363060 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:47,041 : INFO : EPOCH 6 - PROGRESS: at 31.09% examples, 365173 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:48,044 : INFO : EPOCH 6 - PROGRESS: at 31.48% examples, 367228 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:52:49,044 : INFO : EPOCH 6 - PROGRESS: at 31.84% examples, 369313 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:50,045 : INFO : EPOCH 6 - PROGRESS: at 32.19% examples, 371427 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:51,046 : INFO : EPOCH 6 - PROGRESS: at 32.54% examples, 373453 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:52,062 : INFO : EPOCH 6 - PROGRESS: at 32.86% examples, 375466 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:53,065 : INFO : EPOCH 6 - PROGRESS: at 33.22% examples, 377487 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:54,067 : INFO : EPOCH 6 - PROGRESS: at 33.56% examples, 379444 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:55,071 : INFO : EPOCH 6 - PROGRESS: at 33.88% examples, 380772 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:52:56,096 : INFO : EPOCH 6 - PROGRESS: at 34.17% examples, 381837 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:57,104 : INFO : EPOCH 6 - PROGRESS: at 34.46% examples, 382862 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:58,135 : INFO : EPOCH 6 - PROGRESS: at 34.73% examples, 383802 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:52:59,140 : INFO : EPOCH 6 - PROGRESS: at 35.04% examples, 385163 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:00,158 : INFO : EPOCH 6 - PROGRESS: at 35.37% examples, 386706 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:53:01,165 : INFO : EPOCH 6 - PROGRESS: at 35.66% examples, 388099 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:53:02,169 : INFO : EPOCH 6 - PROGRESS: at 36.04% examples, 389913 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:03,184 : INFO : EPOCH 6 - PROGRESS: at 36.40% examples, 391721 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:04,189 : INFO : EPOCH 6 - PROGRESS: at 36.71% examples, 392755 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:53:05,220 : INFO : EPOCH 6 - PROGRESS: at 37.03% examples, 393657 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:06,240 : INFO : EPOCH 6 - PROGRESS: at 37.30% examples, 394685 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:07,251 : INFO : EPOCH 6 - PROGRESS: at 37.60% examples, 395646 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:08,251 : INFO : EPOCH 6 - PROGRESS: at 37.95% examples, 397377 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:09,261 : INFO : EPOCH 6 - PROGRESS: at 38.30% examples, 399045 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:10,267 : INFO : EPOCH 6 - PROGRESS: at 38.65% examples, 400743 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:11,274 : INFO : EPOCH 6 - PROGRESS: at 39.01% examples, 402423 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:12,277 : INFO : EPOCH 6 - PROGRESS: at 39.36% examples, 404086 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:13,292 : INFO : EPOCH 6 - PROGRESS: at 39.72% examples, 405729 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:14,295 : INFO : EPOCH 6 - PROGRESS: at 40.07% examples, 407357 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:15,298 : INFO : EPOCH 6 - PROGRESS: at 40.43% examples, 408996 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:53:16,299 : INFO : EPOCH 6 - PROGRESS: at 40.79% examples, 410601 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:17,302 : INFO : EPOCH 6 - PROGRESS: at 41.14% examples, 412158 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:18,319 : INFO : EPOCH 6 - PROGRESS: at 41.49% examples, 413719 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:19,325 : INFO : EPOCH 6 - PROGRESS: at 41.85% examples, 415272 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:20,332 : INFO : EPOCH 6 - PROGRESS: at 42.23% examples, 416774 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:21,346 : INFO : EPOCH 6 - PROGRESS: at 42.59% examples, 418331 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:22,350 : INFO : EPOCH 6 - PROGRESS: at 42.95% examples, 419880 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:23,352 : INFO : EPOCH 6 - PROGRESS: at 43.29% examples, 421443 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:24,356 : INFO : EPOCH 6 - PROGRESS: at 43.65% examples, 422907 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:25,356 : INFO : EPOCH 6 - PROGRESS: at 44.00% examples, 424457 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:26,373 : INFO : EPOCH 6 - PROGRESS: at 44.34% examples, 425888 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:27,373 : INFO : EPOCH 6 - PROGRESS: at 44.70% examples, 427374 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:28,377 : INFO : EPOCH 6 - PROGRESS: at 45.05% examples, 428824 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:29,385 : INFO : EPOCH 6 - PROGRESS: at 45.41% examples, 430236 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:30,405 : INFO : EPOCH 6 - PROGRESS: at 45.76% examples, 431661 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:31,410 : INFO : EPOCH 6 - PROGRESS: at 46.14% examples, 433047 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:32,422 : INFO : EPOCH 6 - PROGRESS: at 46.51% examples, 434415 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:33,423 : INFO : EPOCH 6 - PROGRESS: at 46.85% examples, 435755 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:34,424 : INFO : EPOCH 6 - PROGRESS: at 47.22% examples, 437136 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:35,433 : INFO : EPOCH 6 - PROGRESS: at 47.59% examples, 438465 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:36,434 : INFO : EPOCH 6 - PROGRESS: at 47.95% examples, 439792 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:37,436 : INFO : EPOCH 6 - PROGRESS: at 48.32% examples, 441123 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:38,437 : INFO : EPOCH 6 - PROGRESS: at 48.66% examples, 442459 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:39,446 : INFO : EPOCH 6 - PROGRESS: at 49.00% examples, 443828 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:40,464 : INFO : EPOCH 6 - PROGRESS: at 49.36% examples, 445095 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:53:41,468 : INFO : EPOCH 6 - PROGRESS: at 49.72% examples, 446402 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:42,474 : INFO : EPOCH 6 - PROGRESS: at 50.11% examples, 447606 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:43,477 : INFO : EPOCH 6 - PROGRESS: at 50.47% examples, 448864 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:44,483 : INFO : EPOCH 6 - PROGRESS: at 50.81% examples, 450090 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:45,488 : INFO : EPOCH 6 - PROGRESS: at 51.16% examples, 451306 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:46,497 : INFO : EPOCH 6 - PROGRESS: at 51.51% examples, 452592 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:47,507 : INFO : EPOCH 6 - PROGRESS: at 51.87% examples, 453804 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:48,517 : INFO : EPOCH 6 - PROGRESS: at 52.22% examples, 455006 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:53:49,523 : INFO : EPOCH 6 - PROGRESS: at 52.58% examples, 456197 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:50,534 : INFO : EPOCH 6 - PROGRESS: at 52.95% examples, 457332 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:51,549 : INFO : EPOCH 6 - PROGRESS: at 53.31% examples, 458514 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:52,550 : INFO : EPOCH 6 - PROGRESS: at 53.67% examples, 459677 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:53,553 : INFO : EPOCH 6 - PROGRESS: at 54.01% examples, 460792 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:54,569 : INFO : EPOCH 6 - PROGRESS: at 54.38% examples, 461957 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:53:55,583 : INFO : EPOCH 6 - PROGRESS: at 54.74% examples, 463073 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:56,585 : INFO : EPOCH 6 - PROGRESS: at 55.07% examples, 464203 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:53:57,586 : INFO : EPOCH 6 - PROGRESS: at 55.43% examples, 465334 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:53:58,587 : INFO : EPOCH 6 - PROGRESS: at 55.79% examples, 466414 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:53:59,588 : INFO : EPOCH 6 - PROGRESS: at 56.16% examples, 467522 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:00,595 : INFO : EPOCH 6 - PROGRESS: at 56.53% examples, 468561 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:01,619 : INFO : EPOCH 6 - PROGRESS: at 56.88% examples, 469634 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:02,628 : INFO : EPOCH 6 - PROGRESS: at 57.22% examples, 470739 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:03,633 : INFO : EPOCH 6 - PROGRESS: at 57.58% examples, 471790 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:04,637 : INFO : EPOCH 6 - PROGRESS: at 57.96% examples, 472837 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:05,639 : INFO : EPOCH 6 - PROGRESS: at 58.29% examples, 473882 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:06,640 : INFO : EPOCH 6 - PROGRESS: at 58.65% examples, 474889 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:54:07,650 : INFO : EPOCH 6 - PROGRESS: at 59.02% examples, 475929 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:08,654 : INFO : EPOCH 6 - PROGRESS: at 59.38% examples, 476946 words/s, in_qsize 6, out_qsize 2
2020-07-23 18:54:09,658 : INFO : EPOCH 6 - PROGRESS: at 59.76% examples, 477921 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:10,662 : INFO : EPOCH 6 - PROGRESS: at 60.11% examples, 478923 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:11,671 : INFO : EPOCH 6 - PROGRESS: at 60.46% examples, 479947 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:12,674 : INFO : EPOCH 6 - PROGRESS: at 60.82% examples, 480940 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:13,676 : INFO : EPOCH 6 - PROGRESS: at 61.18% examples, 481907 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:14,682 : INFO : EPOCH 6 - PROGRESS: at 61.54% examples, 482875 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:15,683 : INFO : EPOCH 6 - PROGRESS: at 61.87% examples, 483843 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:16,689 : INFO : EPOCH 6 - PROGRESS: at 62.24% examples, 484771 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:54:17,699 : INFO : EPOCH 6 - PROGRESS: at 62.60% examples, 485724 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:18,705 : INFO : EPOCH 6 - PROGRESS: at 62.95% examples, 486695 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:19,706 : INFO : EPOCH 6 - PROGRESS: at 63.31% examples, 487601 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:20,720 : INFO : EPOCH 6 - PROGRESS: at 63.65% examples, 488496 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:21,725 : INFO : EPOCH 6 - PROGRESS: at 64.04% examples, 489379 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:22,742 : INFO : EPOCH 6 - PROGRESS: at 64.41% examples, 490292 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:23,742 : INFO : EPOCH 6 - PROGRESS: at 64.77% examples, 491226 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:24,746 : INFO : EPOCH 6 - PROGRESS: at 65.15% examples, 492132 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:25,754 : INFO : EPOCH 6 - PROGRESS: at 65.49% examples, 493009 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:26,769 : INFO : EPOCH 6 - PROGRESS: at 65.84% examples, 493893 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:27,771 : INFO : EPOCH 6 - PROGRESS: at 66.19% examples, 494754 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:28,777 : INFO : EPOCH 6 - PROGRESS: at 66.55% examples, 495609 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:54:29,780 : INFO : EPOCH 6 - PROGRESS: at 66.90% examples, 496484 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:30,796 : INFO : EPOCH 6 - PROGRESS: at 67.26% examples, 497357 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:31,814 : INFO : EPOCH 6 - PROGRESS: at 67.61% examples, 498216 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:32,825 : INFO : EPOCH 6 - PROGRESS: at 67.99% examples, 499057 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:33,826 : INFO : EPOCH 6 - PROGRESS: at 68.35% examples, 499915 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:34,829 : INFO : EPOCH 6 - PROGRESS: at 68.73% examples, 500759 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:35,830 : INFO : EPOCH 6 - PROGRESS: at 69.09% examples, 501571 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:36,832 : INFO : EPOCH 6 - PROGRESS: at 69.41% examples, 502430 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:37,852 : INFO : EPOCH 6 - PROGRESS: at 69.76% examples, 503273 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:38,860 : INFO : EPOCH 6 - PROGRESS: at 70.12% examples, 504083 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:54:39,871 : INFO : EPOCH 6 - PROGRESS: at 70.48% examples, 504887 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:40,888 : INFO : EPOCH 6 - PROGRESS: at 70.86% examples, 505685 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:41,896 : INFO : EPOCH 6 - PROGRESS: at 71.23% examples, 506487 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:42,906 : INFO : EPOCH 6 - PROGRESS: at 71.58% examples, 507279 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:43,910 : INFO : EPOCH 6 - PROGRESS: at 71.96% examples, 508067 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:44,914 : INFO : EPOCH 6 - PROGRESS: at 72.32% examples, 508828 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:45,917 : INFO : EPOCH 6 - PROGRESS: at 72.65% examples, 509634 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:46,919 : INFO : EPOCH 6 - PROGRESS: at 73.00% examples, 510424 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:47,920 : INFO : EPOCH 6 - PROGRESS: at 73.36% examples, 511157 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:48,921 : INFO : EPOCH 6 - PROGRESS: at 73.71% examples, 511953 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:49,944 : INFO : EPOCH 6 - PROGRESS: at 74.07% examples, 512696 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:50,948 : INFO : EPOCH 6 - PROGRESS: at 74.45% examples, 513448 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:51,962 : INFO : EPOCH 6 - PROGRESS: at 74.80% examples, 514233 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:52,985 : INFO : EPOCH 6 - PROGRESS: at 75.17% examples, 514943 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:54,000 : INFO : EPOCH 6 - PROGRESS: at 75.55% examples, 515714 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:55,001 : INFO : EPOCH 6 - PROGRESS: at 75.92% examples, 516434 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:56,005 : INFO : EPOCH 6 - PROGRESS: at 76.27% examples, 517152 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:57,007 : INFO : EPOCH 6 - PROGRESS: at 76.62% examples, 517901 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:54:58,020 : INFO : EPOCH 6 - PROGRESS: at 76.97% examples, 518618 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:54:59,024 : INFO : EPOCH 6 - PROGRESS: at 77.34% examples, 519333 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:55:00,027 : INFO : EPOCH 6 - PROGRESS: at 77.69% examples, 520037 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:01,038 : INFO : EPOCH 6 - PROGRESS: at 78.05% examples, 520749 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:02,039 : INFO : EPOCH 6 - PROGRESS: at 78.41% examples, 521452 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:03,045 : INFO : EPOCH 6 - PROGRESS: at 78.75% examples, 522141 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:04,046 : INFO : EPOCH 6 - PROGRESS: at 79.09% examples, 522874 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:05,051 : INFO : EPOCH 6 - PROGRESS: at 79.48% examples, 523588 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:06,058 : INFO : EPOCH 6 - PROGRESS: at 79.82% examples, 524274 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:07,075 : INFO : EPOCH 6 - PROGRESS: at 80.18% examples, 524928 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:08,090 : INFO : EPOCH 6 - PROGRESS: at 80.54% examples, 525629 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:09,094 : INFO : EPOCH 6 - PROGRESS: at 80.92% examples, 526281 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:10,105 : INFO : EPOCH 6 - PROGRESS: at 81.30% examples, 526949 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:11,107 : INFO : EPOCH 6 - PROGRESS: at 81.65% examples, 527621 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:12,118 : INFO : EPOCH 6 - PROGRESS: at 82.00% examples, 528278 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:13,120 : INFO : EPOCH 6 - PROGRESS: at 82.34% examples, 528932 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:55:14,128 : INFO : EPOCH 6 - PROGRESS: at 82.72% examples, 529568 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:15,138 : INFO : EPOCH 6 - PROGRESS: at 83.09% examples, 530223 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:16,140 : INFO : EPOCH 6 - PROGRESS: at 83.44% examples, 530874 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:17,149 : INFO : EPOCH 6 - PROGRESS: at 83.79% examples, 531516 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:18,149 : INFO : EPOCH 6 - PROGRESS: at 84.15% examples, 532155 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:55:19,154 : INFO : EPOCH 6 - PROGRESS: at 84.50% examples, 532769 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:20,157 : INFO : EPOCH 6 - PROGRESS: at 84.86% examples, 533394 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:21,160 : INFO : EPOCH 6 - PROGRESS: at 85.21% examples, 534018 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:55:22,164 : INFO : EPOCH 6 - PROGRESS: at 85.56% examples, 534640 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:23,173 : INFO : EPOCH 6 - PROGRESS: at 85.94% examples, 535234 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:24,175 : INFO : EPOCH 6 - PROGRESS: at 86.29% examples, 535855 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:25,183 : INFO : EPOCH 6 - PROGRESS: at 86.64% examples, 536434 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:26,209 : INFO : EPOCH 6 - PROGRESS: at 87.01% examples, 537079 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:27,215 : INFO : EPOCH 6 - PROGRESS: at 87.38% examples, 537651 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:28,217 : INFO : EPOCH 6 - PROGRESS: at 87.74% examples, 538250 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:29,234 : INFO : EPOCH 6 - PROGRESS: at 88.11% examples, 538823 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:55:30,235 : INFO : EPOCH 6 - PROGRESS: at 88.48% examples, 539409 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:31,240 : INFO : EPOCH 6 - PROGRESS: at 88.84% examples, 539982 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:32,240 : INFO : EPOCH 6 - PROGRESS: at 89.18% examples, 540569 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:33,257 : INFO : EPOCH 6 - PROGRESS: at 89.54% examples, 541135 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:34,260 : INFO : EPOCH 6 - PROGRESS: at 89.90% examples, 541725 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:35,266 : INFO : EPOCH 6 - PROGRESS: at 90.27% examples, 542272 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:36,276 : INFO : EPOCH 6 - PROGRESS: at 90.60% examples, 542856 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:37,281 : INFO : EPOCH 6 - PROGRESS: at 90.96% examples, 543407 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:38,295 : INFO : EPOCH 6 - PROGRESS: at 91.31% examples, 543936 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:39,297 : INFO : EPOCH 6 - PROGRESS: at 91.64% examples, 544390 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:55:40,301 : INFO : EPOCH 6 - PROGRESS: at 91.96% examples, 544756 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:41,311 : INFO : EPOCH 6 - PROGRESS: at 92.29% examples, 545102 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:42,333 : INFO : EPOCH 6 - PROGRESS: at 92.64% examples, 545642 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:43,351 : INFO : EPOCH 6 - PROGRESS: at 92.98% examples, 546193 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:44,369 : INFO : EPOCH 6 - PROGRESS: at 93.30% examples, 546763 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:45,384 : INFO : EPOCH 6 - PROGRESS: at 93.66% examples, 547337 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:46,388 : INFO : EPOCH 6 - PROGRESS: at 94.02% examples, 547919 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:55:47,390 : INFO : EPOCH 6 - PROGRESS: at 94.39% examples, 548447 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:48,394 : INFO : EPOCH 6 - PROGRESS: at 94.75% examples, 549001 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:49,395 : INFO : EPOCH 6 - PROGRESS: at 95.10% examples, 549525 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:50,399 : INFO : EPOCH 6 - PROGRESS: at 95.45% examples, 550059 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:51,419 : INFO : EPOCH 6 - PROGRESS: at 95.79% examples, 550573 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:52,427 : INFO : EPOCH 6 - PROGRESS: at 96.16% examples, 551108 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:53,441 : INFO : EPOCH 6 - PROGRESS: at 96.51% examples, 551635 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:54,443 : INFO : EPOCH 6 - PROGRESS: at 96.85% examples, 552157 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:55,450 : INFO : EPOCH 6 - PROGRESS: at 97.21% examples, 552704 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:56,451 : INFO : EPOCH 6 - PROGRESS: at 97.58% examples, 553199 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:57,455 : INFO : EPOCH 6 - PROGRESS: at 97.97% examples, 553683 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:58,458 : INFO : EPOCH 6 - PROGRESS: at 98.33% examples, 554162 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:55:59,463 : INFO : EPOCH 6 - PROGRESS: at 98.68% examples, 554676 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:00,471 : INFO : EPOCH 6 - PROGRESS: at 99.04% examples, 555172 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:01,472 : INFO : EPOCH 6 - PROGRESS: at 99.40% examples, 555654 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:02,485 : INFO : EPOCH 6 - PROGRESS: at 99.75% examples, 556128 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:03,241 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 18:56:03,256 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 18:56:03,257 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 18:56:03,261 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 18:56:03,262 : INFO : EPOCH - 6 : training on 266682872 raw words (207293766 effective words) took 372.5s, 556547 effective words/s
2020-07-23 18:56:04,269 : INFO : EPOCH 7 - PROGRESS: at 0.35% examples, 722439 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:05,287 : INFO : EPOCH 7 - PROGRESS: at 0.73% examples, 723367 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:06,299 : INFO : EPOCH 7 - PROGRESS: at 1.09% examples, 728495 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:56:07,309 : INFO : EPOCH 7 - PROGRESS: at 1.46% examples, 731725 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:08,316 : INFO : EPOCH 7 - PROGRESS: at 1.80% examples, 731875 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:09,316 : INFO : EPOCH 7 - PROGRESS: at 2.17% examples, 733132 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:10,328 : INFO : EPOCH 7 - PROGRESS: at 2.53% examples, 732045 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:11,333 : INFO : EPOCH 7 - PROGRESS: at 2.85% examples, 733412 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:12,343 : INFO : EPOCH 7 - PROGRESS: at 3.20% examples, 734743 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:13,352 : INFO : EPOCH 7 - PROGRESS: at 3.56% examples, 734835 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:14,353 : INFO : EPOCH 7 - PROGRESS: at 3.92% examples, 733938 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:15,353 : INFO : EPOCH 7 - PROGRESS: at 4.28% examples, 734693 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:16,359 : INFO : EPOCH 7 - PROGRESS: at 4.64% examples, 734696 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:17,366 : INFO : EPOCH 7 - PROGRESS: at 5.03% examples, 734683 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:18,366 : INFO : EPOCH 7 - PROGRESS: at 5.39% examples, 735326 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:19,371 : INFO : EPOCH 7 - PROGRESS: at 5.75% examples, 734844 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:56:20,384 : INFO : EPOCH 7 - PROGRESS: at 6.11% examples, 735920 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:21,395 : INFO : EPOCH 7 - PROGRESS: at 6.47% examples, 735337 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:22,396 : INFO : EPOCH 7 - PROGRESS: at 6.80% examples, 735447 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:23,406 : INFO : EPOCH 7 - PROGRESS: at 7.16% examples, 735777 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:24,407 : INFO : EPOCH 7 - PROGRESS: at 7.52% examples, 736747 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:25,408 : INFO : EPOCH 7 - PROGRESS: at 7.87% examples, 736479 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:26,413 : INFO : EPOCH 7 - PROGRESS: at 8.20% examples, 736365 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:27,414 : INFO : EPOCH 7 - PROGRESS: at 8.56% examples, 736106 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:28,416 : INFO : EPOCH 7 - PROGRESS: at 8.94% examples, 735803 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:29,425 : INFO : EPOCH 7 - PROGRESS: at 9.27% examples, 735645 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:30,430 : INFO : EPOCH 7 - PROGRESS: at 9.64% examples, 736104 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:31,432 : INFO : EPOCH 7 - PROGRESS: at 9.99% examples, 736123 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:32,446 : INFO : EPOCH 7 - PROGRESS: at 10.31% examples, 736160 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:33,452 : INFO : EPOCH 7 - PROGRESS: at 10.71% examples, 736274 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:56:34,465 : INFO : EPOCH 7 - PROGRESS: at 11.06% examples, 735820 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:35,470 : INFO : EPOCH 7 - PROGRESS: at 11.40% examples, 735958 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:36,475 : INFO : EPOCH 7 - PROGRESS: at 11.77% examples, 736370 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:37,500 : INFO : EPOCH 7 - PROGRESS: at 12.12% examples, 736115 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:38,514 : INFO : EPOCH 7 - PROGRESS: at 12.48% examples, 736154 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:39,518 : INFO : EPOCH 7 - PROGRESS: at 12.83% examples, 736263 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:56:40,524 : INFO : EPOCH 7 - PROGRESS: at 13.16% examples, 736382 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:41,524 : INFO : EPOCH 7 - PROGRESS: at 13.53% examples, 736573 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:42,525 : INFO : EPOCH 7 - PROGRESS: at 13.87% examples, 736654 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:56:43,530 : INFO : EPOCH 7 - PROGRESS: at 14.25% examples, 736771 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:44,540 : INFO : EPOCH 7 - PROGRESS: at 14.62% examples, 736749 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:45,561 : INFO : EPOCH 7 - PROGRESS: at 14.96% examples, 736828 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:46,576 : INFO : EPOCH 7 - PROGRESS: at 15.32% examples, 736793 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:47,579 : INFO : EPOCH 7 - PROGRESS: at 15.70% examples, 736779 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:48,584 : INFO : EPOCH 7 - PROGRESS: at 16.08% examples, 736704 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:49,591 : INFO : EPOCH 7 - PROGRESS: at 16.46% examples, 736756 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:50,601 : INFO : EPOCH 7 - PROGRESS: at 16.82% examples, 736494 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:51,619 : INFO : EPOCH 7 - PROGRESS: at 17.16% examples, 736537 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:52,623 : INFO : EPOCH 7 - PROGRESS: at 17.52% examples, 736740 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:53,639 : INFO : EPOCH 7 - PROGRESS: at 17.88% examples, 736801 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:54,642 : INFO : EPOCH 7 - PROGRESS: at 18.22% examples, 737000 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:55,650 : INFO : EPOCH 7 - PROGRESS: at 18.56% examples, 736893 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:56:56,660 : INFO : EPOCH 7 - PROGRESS: at 18.91% examples, 737092 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:57,678 : INFO : EPOCH 7 - PROGRESS: at 19.29% examples, 736805 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:56:58,699 : INFO : EPOCH 7 - PROGRESS: at 19.65% examples, 736796 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:56:59,712 : INFO : EPOCH 7 - PROGRESS: at 20.04% examples, 736813 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:00,712 : INFO : EPOCH 7 - PROGRESS: at 20.39% examples, 736760 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:01,721 : INFO : EPOCH 7 - PROGRESS: at 20.78% examples, 736775 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:02,730 : INFO : EPOCH 7 - PROGRESS: at 21.14% examples, 736915 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:03,731 : INFO : EPOCH 7 - PROGRESS: at 21.50% examples, 736889 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:04,736 : INFO : EPOCH 7 - PROGRESS: at 21.88% examples, 736730 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:05,741 : INFO : EPOCH 7 - PROGRESS: at 22.22% examples, 736929 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:06,743 : INFO : EPOCH 7 - PROGRESS: at 22.57% examples, 737040 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:07,752 : INFO : EPOCH 7 - PROGRESS: at 22.92% examples, 736948 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:57:08,752 : INFO : EPOCH 7 - PROGRESS: at 23.28% examples, 737078 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:09,759 : INFO : EPOCH 7 - PROGRESS: at 23.64% examples, 737064 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:10,761 : INFO : EPOCH 7 - PROGRESS: at 23.99% examples, 737158 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:11,764 : INFO : EPOCH 7 - PROGRESS: at 24.36% examples, 737017 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:12,771 : INFO : EPOCH 7 - PROGRESS: at 24.73% examples, 737049 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:13,779 : INFO : EPOCH 7 - PROGRESS: at 25.11% examples, 736910 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:14,783 : INFO : EPOCH 7 - PROGRESS: at 25.47% examples, 736910 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:15,794 : INFO : EPOCH 7 - PROGRESS: at 25.84% examples, 736806 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:16,796 : INFO : EPOCH 7 - PROGRESS: at 26.21% examples, 736807 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:17,799 : INFO : EPOCH 7 - PROGRESS: at 26.57% examples, 736718 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:18,822 : INFO : EPOCH 7 - PROGRESS: at 26.94% examples, 736761 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:19,826 : INFO : EPOCH 7 - PROGRESS: at 27.32% examples, 736739 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:20,842 : INFO : EPOCH 7 - PROGRESS: at 27.68% examples, 736787 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:21,852 : INFO : EPOCH 7 - PROGRESS: at 28.02% examples, 736745 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:22,859 : INFO : EPOCH 7 - PROGRESS: at 28.39% examples, 736830 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:23,859 : INFO : EPOCH 7 - PROGRESS: at 28.74% examples, 736868 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:24,875 : INFO : EPOCH 7 - PROGRESS: at 29.07% examples, 736684 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:25,876 : INFO : EPOCH 7 - PROGRESS: at 29.42% examples, 736780 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:26,882 : INFO : EPOCH 7 - PROGRESS: at 29.78% examples, 736652 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:27,884 : INFO : EPOCH 7 - PROGRESS: at 30.12% examples, 736769 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:28,900 : INFO : EPOCH 7 - PROGRESS: at 30.47% examples, 736772 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:29,909 : INFO : EPOCH 7 - PROGRESS: at 30.84% examples, 736885 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:30,917 : INFO : EPOCH 7 - PROGRESS: at 31.21% examples, 736849 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:31,919 : INFO : EPOCH 7 - PROGRESS: at 31.59% examples, 736690 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:32,930 : INFO : EPOCH 7 - PROGRESS: at 31.93% examples, 736667 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:33,939 : INFO : EPOCH 7 - PROGRESS: at 32.28% examples, 736661 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:34,941 : INFO : EPOCH 7 - PROGRESS: at 32.64% examples, 736691 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:57:35,948 : INFO : EPOCH 7 - PROGRESS: at 32.97% examples, 736687 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:36,951 : INFO : EPOCH 7 - PROGRESS: at 33.33% examples, 736673 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:37,959 : INFO : EPOCH 7 - PROGRESS: at 33.68% examples, 736792 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:38,959 : INFO : EPOCH 7 - PROGRESS: at 34.03% examples, 736797 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:39,966 : INFO : EPOCH 7 - PROGRESS: at 34.42% examples, 736740 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:40,970 : INFO : EPOCH 7 - PROGRESS: at 34.77% examples, 736794 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:41,978 : INFO : EPOCH 7 - PROGRESS: at 35.12% examples, 736742 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:42,993 : INFO : EPOCH 7 - PROGRESS: at 35.48% examples, 736655 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:43,997 : INFO : EPOCH 7 - PROGRESS: at 35.83% examples, 736773 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:44,998 : INFO : EPOCH 7 - PROGRESS: at 36.21% examples, 736712 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:46,001 : INFO : EPOCH 7 - PROGRESS: at 36.57% examples, 736689 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:47,018 : INFO : EPOCH 7 - PROGRESS: at 36.97% examples, 736661 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:48,020 : INFO : EPOCH 7 - PROGRESS: at 37.32% examples, 736715 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:49,024 : INFO : EPOCH 7 - PROGRESS: at 37.70% examples, 736606 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:50,031 : INFO : EPOCH 7 - PROGRESS: at 38.04% examples, 736746 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:57:51,044 : INFO : EPOCH 7 - PROGRESS: at 38.41% examples, 736761 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:52,057 : INFO : EPOCH 7 - PROGRESS: at 38.77% examples, 736803 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:53,059 : INFO : EPOCH 7 - PROGRESS: at 39.12% examples, 736752 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:54,060 : INFO : EPOCH 7 - PROGRESS: at 39.46% examples, 736682 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:55,061 : INFO : EPOCH 7 - PROGRESS: at 39.82% examples, 736761 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:56,068 : INFO : EPOCH 7 - PROGRESS: at 40.18% examples, 736700 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:57:57,074 : INFO : EPOCH 7 - PROGRESS: at 40.53% examples, 736794 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:58,079 : INFO : EPOCH 7 - PROGRESS: at 40.89% examples, 736765 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:57:59,086 : INFO : EPOCH 7 - PROGRESS: at 41.25% examples, 736744 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:00,088 : INFO : EPOCH 7 - PROGRESS: at 41.59% examples, 736759 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:01,090 : INFO : EPOCH 7 - PROGRESS: at 41.96% examples, 736759 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:02,098 : INFO : EPOCH 7 - PROGRESS: at 42.33% examples, 736692 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:03,114 : INFO : EPOCH 7 - PROGRESS: at 42.69% examples, 736684 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:04,129 : INFO : EPOCH 7 - PROGRESS: at 43.05% examples, 736671 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:58:05,131 : INFO : EPOCH 7 - PROGRESS: at 43.38% examples, 736746 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:06,134 : INFO : EPOCH 7 - PROGRESS: at 43.75% examples, 736722 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:07,137 : INFO : EPOCH 7 - PROGRESS: at 44.09% examples, 736836 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:08,144 : INFO : EPOCH 7 - PROGRESS: at 44.43% examples, 736851 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:09,150 : INFO : EPOCH 7 - PROGRESS: at 44.79% examples, 736895 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:10,159 : INFO : EPOCH 7 - PROGRESS: at 45.15% examples, 736895 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:11,171 : INFO : EPOCH 7 - PROGRESS: at 45.50% examples, 736829 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:12,172 : INFO : EPOCH 7 - PROGRESS: at 45.86% examples, 736808 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:13,176 : INFO : EPOCH 7 - PROGRESS: at 46.24% examples, 736826 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:14,190 : INFO : EPOCH 7 - PROGRESS: at 46.60% examples, 736783 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:58:15,193 : INFO : EPOCH 7 - PROGRESS: at 46.95% examples, 736742 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:16,194 : INFO : EPOCH 7 - PROGRESS: at 47.31% examples, 736735 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:17,202 : INFO : EPOCH 7 - PROGRESS: at 47.68% examples, 736615 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:18,211 : INFO : EPOCH 7 - PROGRESS: at 48.02% examples, 736493 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:19,215 : INFO : EPOCH 7 - PROGRESS: at 48.37% examples, 736191 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:58:20,225 : INFO : EPOCH 7 - PROGRESS: at 48.68% examples, 735820 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:21,229 : INFO : EPOCH 7 - PROGRESS: at 48.98% examples, 735285 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:22,242 : INFO : EPOCH 7 - PROGRESS: at 49.33% examples, 735212 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:23,242 : INFO : EPOCH 7 - PROGRESS: at 49.69% examples, 735199 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:24,253 : INFO : EPOCH 7 - PROGRESS: at 50.09% examples, 735193 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:25,259 : INFO : EPOCH 7 - PROGRESS: at 50.45% examples, 735187 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:26,264 : INFO : EPOCH 7 - PROGRESS: at 50.79% examples, 735150 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:27,267 : INFO : EPOCH 7 - PROGRESS: at 51.13% examples, 735160 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:28,277 : INFO : EPOCH 7 - PROGRESS: at 51.47% examples, 735205 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:29,288 : INFO : EPOCH 7 - PROGRESS: at 51.83% examples, 735160 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:30,298 : INFO : EPOCH 7 - PROGRESS: at 52.18% examples, 735129 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:31,307 : INFO : EPOCH 7 - PROGRESS: at 52.55% examples, 735206 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:32,319 : INFO : EPOCH 7 - PROGRESS: at 52.92% examples, 735161 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:33,331 : INFO : EPOCH 7 - PROGRESS: at 53.28% examples, 735151 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:34,337 : INFO : EPOCH 7 - PROGRESS: at 53.63% examples, 735101 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:35,341 : INFO : EPOCH 7 - PROGRESS: at 53.99% examples, 735137 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:36,359 : INFO : EPOCH 7 - PROGRESS: at 54.34% examples, 735136 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:58:37,365 : INFO : EPOCH 7 - PROGRESS: at 54.70% examples, 735135 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:38,368 : INFO : EPOCH 7 - PROGRESS: at 55.04% examples, 735115 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:39,370 : INFO : EPOCH 7 - PROGRESS: at 55.40% examples, 735159 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:40,370 : INFO : EPOCH 7 - PROGRESS: at 55.74% examples, 735144 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:41,372 : INFO : EPOCH 7 - PROGRESS: at 56.12% examples, 735186 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:42,372 : INFO : EPOCH 7 - PROGRESS: at 56.48% examples, 735152 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:43,379 : INFO : EPOCH 7 - PROGRESS: at 56.84% examples, 735139 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:44,392 : INFO : EPOCH 7 - PROGRESS: at 57.17% examples, 735155 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:45,393 : INFO : EPOCH 7 - PROGRESS: at 57.54% examples, 735173 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:46,393 : INFO : EPOCH 7 - PROGRESS: at 57.91% examples, 735179 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:47,403 : INFO : EPOCH 7 - PROGRESS: at 58.24% examples, 735149 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:48,422 : INFO : EPOCH 7 - PROGRESS: at 58.60% examples, 735100 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:49,431 : INFO : EPOCH 7 - PROGRESS: at 58.98% examples, 735118 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:50,438 : INFO : EPOCH 7 - PROGRESS: at 59.35% examples, 735138 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:51,439 : INFO : EPOCH 7 - PROGRESS: at 59.70% examples, 735096 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:52,450 : INFO : EPOCH 7 - PROGRESS: at 60.08% examples, 735090 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:53,454 : INFO : EPOCH 7 - PROGRESS: at 60.41% examples, 735161 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:54,457 : INFO : EPOCH 7 - PROGRESS: at 60.77% examples, 735134 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:55,463 : INFO : EPOCH 7 - PROGRESS: at 61.13% examples, 735099 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:56,463 : INFO : EPOCH 7 - PROGRESS: at 61.50% examples, 735145 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:57,476 : INFO : EPOCH 7 - PROGRESS: at 61.84% examples, 735128 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:58:58,483 : INFO : EPOCH 7 - PROGRESS: at 62.19% examples, 735170 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:58:59,487 : INFO : EPOCH 7 - PROGRESS: at 62.56% examples, 735127 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:00,488 : INFO : EPOCH 7 - PROGRESS: at 62.89% examples, 735126 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:01,495 : INFO : EPOCH 7 - PROGRESS: at 63.25% examples, 735102 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:02,503 : INFO : EPOCH 7 - PROGRESS: at 63.61% examples, 735144 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:03,505 : INFO : EPOCH 7 - PROGRESS: at 63.99% examples, 735144 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:04,511 : INFO : EPOCH 7 - PROGRESS: at 64.36% examples, 735117 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:05,514 : INFO : EPOCH 7 - PROGRESS: at 64.73% examples, 735143 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:06,521 : INFO : EPOCH 7 - PROGRESS: at 65.11% examples, 735185 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:07,534 : INFO : EPOCH 7 - PROGRESS: at 65.45% examples, 735172 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:08,542 : INFO : EPOCH 7 - PROGRESS: at 65.80% examples, 735232 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:09,543 : INFO : EPOCH 7 - PROGRESS: at 66.16% examples, 735250 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:10,546 : INFO : EPOCH 7 - PROGRESS: at 66.52% examples, 735227 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:11,557 : INFO : EPOCH 7 - PROGRESS: at 66.86% examples, 735163 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:59:12,579 : INFO : EPOCH 7 - PROGRESS: at 67.22% examples, 735115 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:13,588 : INFO : EPOCH 7 - PROGRESS: at 67.56% examples, 735160 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:14,589 : INFO : EPOCH 7 - PROGRESS: at 67.94% examples, 735145 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:15,589 : INFO : EPOCH 7 - PROGRESS: at 68.29% examples, 735142 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:16,592 : INFO : EPOCH 7 - PROGRESS: at 68.67% examples, 735125 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:17,603 : INFO : EPOCH 7 - PROGRESS: at 69.04% examples, 735075 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:18,611 : INFO : EPOCH 7 - PROGRESS: at 69.36% examples, 735129 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:19,616 : INFO : EPOCH 7 - PROGRESS: at 69.71% examples, 735194 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:20,616 : INFO : EPOCH 7 - PROGRESS: at 70.06% examples, 735183 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:21,621 : INFO : EPOCH 7 - PROGRESS: at 70.42% examples, 735183 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:22,624 : INFO : EPOCH 7 - PROGRESS: at 70.80% examples, 735143 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:23,624 : INFO : EPOCH 7 - PROGRESS: at 71.16% examples, 735147 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:24,627 : INFO : EPOCH 7 - PROGRESS: at 71.50% examples, 735171 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:59:25,638 : INFO : EPOCH 7 - PROGRESS: at 71.89% examples, 735115 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:26,646 : INFO : EPOCH 7 - PROGRESS: at 72.25% examples, 735143 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:27,652 : INFO : EPOCH 7 - PROGRESS: at 72.59% examples, 735106 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:28,659 : INFO : EPOCH 7 - PROGRESS: at 72.93% examples, 735115 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:29,667 : INFO : EPOCH 7 - PROGRESS: at 73.28% examples, 735072 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:30,671 : INFO : EPOCH 7 - PROGRESS: at 73.63% examples, 735118 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:31,681 : INFO : EPOCH 7 - PROGRESS: at 73.99% examples, 735118 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:32,687 : INFO : EPOCH 7 - PROGRESS: at 74.37% examples, 735159 words/s, in_qsize 6, out_qsize 1
2020-07-23 18:59:33,694 : INFO : EPOCH 7 - PROGRESS: at 74.72% examples, 735146 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:34,694 : INFO : EPOCH 7 - PROGRESS: at 75.08% examples, 735137 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:35,697 : INFO : EPOCH 7 - PROGRESS: at 75.44% examples, 735094 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:36,709 : INFO : EPOCH 7 - PROGRESS: at 75.83% examples, 735106 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:37,711 : INFO : EPOCH 7 - PROGRESS: at 76.18% examples, 735093 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:38,717 : INFO : EPOCH 7 - PROGRESS: at 76.53% examples, 735142 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:39,723 : INFO : EPOCH 7 - PROGRESS: at 76.89% examples, 735194 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:40,724 : INFO : EPOCH 7 - PROGRESS: at 77.24% examples, 735216 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:41,735 : INFO : EPOCH 7 - PROGRESS: at 77.59% examples, 735248 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:42,746 : INFO : EPOCH 7 - PROGRESS: at 77.95% examples, 735245 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:43,754 : INFO : EPOCH 7 - PROGRESS: at 78.31% examples, 735237 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:44,768 : INFO : EPOCH 7 - PROGRESS: at 78.66% examples, 735261 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:45,773 : INFO : EPOCH 7 - PROGRESS: at 78.99% examples, 735310 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:46,776 : INFO : EPOCH 7 - PROGRESS: at 79.36% examples, 735342 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:47,781 : INFO : EPOCH 7 - PROGRESS: at 79.73% examples, 735334 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:48,784 : INFO : EPOCH 7 - PROGRESS: at 80.09% examples, 735294 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:49,797 : INFO : EPOCH 7 - PROGRESS: at 80.44% examples, 735285 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:50,815 : INFO : EPOCH 7 - PROGRESS: at 80.81% examples, 735287 words/s, in_qsize 7, out_qsize 1
2020-07-23 18:59:51,817 : INFO : EPOCH 7 - PROGRESS: at 81.20% examples, 735304 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:52,817 : INFO : EPOCH 7 - PROGRESS: at 81.54% examples, 735338 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:53,831 : INFO : EPOCH 7 - PROGRESS: at 81.90% examples, 735307 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:54,842 : INFO : EPOCH 7 - PROGRESS: at 82.23% examples, 735329 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:55,857 : INFO : EPOCH 7 - PROGRESS: at 82.62% examples, 735322 words/s, in_qsize 8, out_qsize 0
2020-07-23 18:59:56,874 : INFO : EPOCH 7 - PROGRESS: at 82.97% examples, 735269 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:57,877 : INFO : EPOCH 7 - PROGRESS: at 83.35% examples, 735354 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:58,877 : INFO : EPOCH 7 - PROGRESS: at 83.68% examples, 735362 words/s, in_qsize 7, out_qsize 0
2020-07-23 18:59:59,881 : INFO : EPOCH 7 - PROGRESS: at 84.05% examples, 735340 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:00,886 : INFO : EPOCH 7 - PROGRESS: at 84.41% examples, 735397 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:01,898 : INFO : EPOCH 7 - PROGRESS: at 84.76% examples, 735338 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:02,916 : INFO : EPOCH 7 - PROGRESS: at 85.12% examples, 735367 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:03,923 : INFO : EPOCH 7 - PROGRESS: at 85.47% examples, 735402 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:00:04,926 : INFO : EPOCH 7 - PROGRESS: at 85.84% examples, 735376 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:05,931 : INFO : EPOCH 7 - PROGRESS: at 86.20% examples, 735379 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:00:06,937 : INFO : EPOCH 7 - PROGRESS: at 86.55% examples, 735341 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:07,942 : INFO : EPOCH 7 - PROGRESS: at 86.90% examples, 735361 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:08,956 : INFO : EPOCH 7 - PROGRESS: at 87.27% examples, 735334 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:09,959 : INFO : EPOCH 7 - PROGRESS: at 87.64% examples, 735307 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:10,969 : INFO : EPOCH 7 - PROGRESS: at 88.01% examples, 735333 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:11,973 : INFO : EPOCH 7 - PROGRESS: at 88.36% examples, 735333 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:00:12,977 : INFO : EPOCH 7 - PROGRESS: at 88.73% examples, 735317 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:13,980 : INFO : EPOCH 7 - PROGRESS: at 89.08% examples, 735315 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:14,987 : INFO : EPOCH 7 - PROGRESS: at 89.43% examples, 735318 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:15,994 : INFO : EPOCH 7 - PROGRESS: at 89.79% examples, 735285 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:16,995 : INFO : EPOCH 7 - PROGRESS: at 90.16% examples, 735315 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:18,005 : INFO : EPOCH 7 - PROGRESS: at 90.48% examples, 735379 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:19,006 : INFO : EPOCH 7 - PROGRESS: at 90.85% examples, 735387 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:20,012 : INFO : EPOCH 7 - PROGRESS: at 91.21% examples, 735401 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:21,018 : INFO : EPOCH 7 - PROGRESS: at 91.56% examples, 735404 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:22,023 : INFO : EPOCH 7 - PROGRESS: at 91.91% examples, 735452 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:23,027 : INFO : EPOCH 7 - PROGRESS: at 92.28% examples, 735470 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:24,028 : INFO : EPOCH 7 - PROGRESS: at 92.62% examples, 735401 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:25,041 : INFO : EPOCH 7 - PROGRESS: at 92.95% examples, 735408 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:26,054 : INFO : EPOCH 7 - PROGRESS: at 93.27% examples, 735441 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:27,061 : INFO : EPOCH 7 - PROGRESS: at 93.63% examples, 735437 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:28,067 : INFO : EPOCH 7 - PROGRESS: at 93.99% examples, 735479 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:29,077 : INFO : EPOCH 7 - PROGRESS: at 94.34% examples, 735426 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:30,077 : INFO : EPOCH 7 - PROGRESS: at 94.71% examples, 735465 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:31,080 : INFO : EPOCH 7 - PROGRESS: at 95.05% examples, 735479 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:32,081 : INFO : EPOCH 7 - PROGRESS: at 95.40% examples, 735521 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:33,092 : INFO : EPOCH 7 - PROGRESS: at 95.75% examples, 735495 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:34,102 : INFO : EPOCH 7 - PROGRESS: at 96.11% examples, 735490 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:35,104 : INFO : EPOCH 7 - PROGRESS: at 96.45% examples, 735507 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:36,127 : INFO : EPOCH 7 - PROGRESS: at 96.81% examples, 735470 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:37,130 : INFO : EPOCH 7 - PROGRESS: at 97.15% examples, 735567 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:38,144 : INFO : EPOCH 7 - PROGRESS: at 97.52% examples, 735530 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:00:39,150 : INFO : EPOCH 7 - PROGRESS: at 97.92% examples, 735540 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:40,157 : INFO : EPOCH 7 - PROGRESS: at 98.28% examples, 735529 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:00:41,167 : INFO : EPOCH 7 - PROGRESS: at 98.64% examples, 735557 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:42,173 : INFO : EPOCH 7 - PROGRESS: at 98.99% examples, 735560 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:43,174 : INFO : EPOCH 7 - PROGRESS: at 99.36% examples, 735562 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:44,192 : INFO : EPOCH 7 - PROGRESS: at 99.71% examples, 735576 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:45,061 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 19:00:45,064 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 19:00:45,072 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 19:00:45,073 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 19:00:45,073 : INFO : EPOCH - 7 : training on 266682872 raw words (207300695 effective words) took 281.8s, 735614 effective words/s
2020-07-23 19:00:46,085 : INFO : EPOCH 8 - PROGRESS: at 0.35% examples, 725676 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:47,096 : INFO : EPOCH 8 - PROGRESS: at 0.73% examples, 723886 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:48,108 : INFO : EPOCH 8 - PROGRESS: at 1.09% examples, 728628 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:49,115 : INFO : EPOCH 8 - PROGRESS: at 1.45% examples, 730583 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:50,121 : INFO : EPOCH 8 - PROGRESS: at 1.80% examples, 732690 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:51,134 : INFO : EPOCH 8 - PROGRESS: at 2.18% examples, 733470 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:00:52,136 : INFO : EPOCH 8 - PROGRESS: at 2.54% examples, 733198 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:53,146 : INFO : EPOCH 8 - PROGRESS: at 2.85% examples, 734369 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:54,147 : INFO : EPOCH 8 - PROGRESS: at 3.19% examples, 734371 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:55,151 : INFO : EPOCH 8 - PROGRESS: at 3.55% examples, 734406 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:56,169 : INFO : EPOCH 8 - PROGRESS: at 3.92% examples, 733607 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:57,180 : INFO : EPOCH 8 - PROGRESS: at 4.28% examples, 733096 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:58,184 : INFO : EPOCH 8 - PROGRESS: at 4.63% examples, 732697 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:00:59,189 : INFO : EPOCH 8 - PROGRESS: at 4.99% examples, 729860 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:00,212 : INFO : EPOCH 8 - PROGRESS: at 5.33% examples, 726465 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:01,217 : INFO : EPOCH 8 - PROGRESS: at 5.66% examples, 721284 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:02,225 : INFO : EPOCH 8 - PROGRESS: at 6.01% examples, 722387 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:03,227 : INFO : EPOCH 8 - PROGRESS: at 6.37% examples, 723474 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:04,234 : INFO : EPOCH 8 - PROGRESS: at 6.70% examples, 723764 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:05,240 : INFO : EPOCH 8 - PROGRESS: at 7.06% examples, 724215 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:01:06,242 : INFO : EPOCH 8 - PROGRESS: at 7.39% examples, 724783 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:07,255 : INFO : EPOCH 8 - PROGRESS: at 7.75% examples, 724942 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:01:08,264 : INFO : EPOCH 8 - PROGRESS: at 8.10% examples, 725414 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:09,266 : INFO : EPOCH 8 - PROGRESS: at 8.45% examples, 725647 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:10,278 : INFO : EPOCH 8 - PROGRESS: at 8.84% examples, 725934 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:11,279 : INFO : EPOCH 8 - PROGRESS: at 9.19% examples, 726760 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:12,294 : INFO : EPOCH 8 - PROGRESS: at 9.54% examples, 727010 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:13,298 : INFO : EPOCH 8 - PROGRESS: at 9.87% examples, 725810 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:14,302 : INFO : EPOCH 8 - PROGRESS: at 10.18% examples, 723838 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:15,310 : INFO : EPOCH 8 - PROGRESS: at 10.49% examples, 722463 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:16,316 : INFO : EPOCH 8 - PROGRESS: at 10.83% examples, 720069 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:17,323 : INFO : EPOCH 8 - PROGRESS: at 11.17% examples, 718882 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:18,353 : INFO : EPOCH 8 - PROGRESS: at 11.48% examples, 717411 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:19,354 : INFO : EPOCH 8 - PROGRESS: at 11.82% examples, 716021 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:20,377 : INFO : EPOCH 8 - PROGRESS: at 12.13% examples, 714578 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:21,382 : INFO : EPOCH 8 - PROGRESS: at 12.47% examples, 713715 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:22,383 : INFO : EPOCH 8 - PROGRESS: at 12.78% examples, 712793 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:23,405 : INFO : EPOCH 8 - PROGRESS: at 13.09% examples, 711541 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:24,405 : INFO : EPOCH 8 - PROGRESS: at 13.41% examples, 710777 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:25,424 : INFO : EPOCH 8 - PROGRESS: at 13.73% examples, 709599 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:26,437 : INFO : EPOCH 8 - PROGRESS: at 14.07% examples, 708831 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:27,444 : INFO : EPOCH 8 - PROGRESS: at 14.42% examples, 707710 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:28,447 : INFO : EPOCH 8 - PROGRESS: at 14.74% examples, 706967 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:29,453 : INFO : EPOCH 8 - PROGRESS: at 15.05% examples, 706242 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:30,456 : INFO : EPOCH 8 - PROGRESS: at 15.38% examples, 705241 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:31,470 : INFO : EPOCH 8 - PROGRESS: at 15.72% examples, 704427 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:32,471 : INFO : EPOCH 8 - PROGRESS: at 16.07% examples, 703527 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:33,492 : INFO : EPOCH 8 - PROGRESS: at 16.41% examples, 702941 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:34,505 : INFO : EPOCH 8 - PROGRESS: at 16.75% examples, 702100 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:35,515 : INFO : EPOCH 8 - PROGRESS: at 17.06% examples, 701698 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:36,530 : INFO : EPOCH 8 - PROGRESS: at 17.39% examples, 701091 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:37,540 : INFO : EPOCH 8 - PROGRESS: at 17.69% examples, 700382 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:38,545 : INFO : EPOCH 8 - PROGRESS: at 18.03% examples, 699988 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:39,548 : INFO : EPOCH 8 - PROGRESS: at 18.33% examples, 699510 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:01:40,566 : INFO : EPOCH 8 - PROGRESS: at 18.65% examples, 699032 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:01:41,566 : INFO : EPOCH 8 - PROGRESS: at 18.98% examples, 698573 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:42,573 : INFO : EPOCH 8 - PROGRESS: at 19.31% examples, 697902 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:43,580 : INFO : EPOCH 8 - PROGRESS: at 19.63% examples, 697568 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:44,583 : INFO : EPOCH 8 - PROGRESS: at 19.98% examples, 697189 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:01:45,594 : INFO : EPOCH 8 - PROGRESS: at 20.32% examples, 696502 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:46,602 : INFO : EPOCH 8 - PROGRESS: at 20.66% examples, 696082 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:47,615 : INFO : EPOCH 8 - PROGRESS: at 21.00% examples, 695642 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:48,628 : INFO : EPOCH 8 - PROGRESS: at 21.32% examples, 695155 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:49,640 : INFO : EPOCH 8 - PROGRESS: at 21.66% examples, 694741 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:50,650 : INFO : EPOCH 8 - PROGRESS: at 22.00% examples, 694360 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:01:51,655 : INFO : EPOCH 8 - PROGRESS: at 22.31% examples, 694238 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:52,657 : INFO : EPOCH 8 - PROGRESS: at 22.61% examples, 693748 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:01:53,677 : INFO : EPOCH 8 - PROGRESS: at 22.94% examples, 693359 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:54,683 : INFO : EPOCH 8 - PROGRESS: at 23.27% examples, 693138 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:55,688 : INFO : EPOCH 8 - PROGRESS: at 23.60% examples, 692725 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:56,694 : INFO : EPOCH 8 - PROGRESS: at 23.91% examples, 692600 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:01:57,695 : INFO : EPOCH 8 - PROGRESS: at 24.24% examples, 692187 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:01:58,702 : INFO : EPOCH 8 - PROGRESS: at 24.60% examples, 691760 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:01:59,728 : INFO : EPOCH 8 - PROGRESS: at 24.93% examples, 691376 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:02:00,731 : INFO : EPOCH 8 - PROGRESS: at 25.27% examples, 691002 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:01,740 : INFO : EPOCH 8 - PROGRESS: at 25.59% examples, 690754 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:02:02,744 : INFO : EPOCH 8 - PROGRESS: at 25.92% examples, 690397 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:03,764 : INFO : EPOCH 8 - PROGRESS: at 26.26% examples, 690102 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:04,774 : INFO : EPOCH 8 - PROGRESS: at 26.61% examples, 689724 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:05,798 : INFO : EPOCH 8 - PROGRESS: at 26.94% examples, 689591 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:06,798 : INFO : EPOCH 8 - PROGRESS: at 27.29% examples, 689357 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:07,800 : INFO : EPOCH 8 - PROGRESS: at 27.61% examples, 689090 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:08,823 : INFO : EPOCH 8 - PROGRESS: at 27.92% examples, 688714 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:09,829 : INFO : EPOCH 8 - PROGRESS: at 28.24% examples, 688557 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:10,837 : INFO : EPOCH 8 - PROGRESS: at 28.57% examples, 688370 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:11,844 : INFO : EPOCH 8 - PROGRESS: at 28.89% examples, 688134 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:12,851 : INFO : EPOCH 8 - PROGRESS: at 29.20% examples, 688016 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:13,858 : INFO : EPOCH 8 - PROGRESS: at 29.51% examples, 687702 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:14,863 : INFO : EPOCH 8 - PROGRESS: at 29.85% examples, 687633 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:02:15,882 : INFO : EPOCH 8 - PROGRESS: at 30.16% examples, 687408 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:16,884 : INFO : EPOCH 8 - PROGRESS: at 30.47% examples, 687295 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:17,908 : INFO : EPOCH 8 - PROGRESS: at 30.81% examples, 687101 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:18,911 : INFO : EPOCH 8 - PROGRESS: at 31.14% examples, 686978 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:02:19,914 : INFO : EPOCH 8 - PROGRESS: at 31.50% examples, 686697 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:20,918 : INFO : EPOCH 8 - PROGRESS: at 31.82% examples, 686459 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:21,925 : INFO : EPOCH 8 - PROGRESS: at 32.13% examples, 686291 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:22,931 : INFO : EPOCH 8 - PROGRESS: at 32.45% examples, 686165 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:23,936 : INFO : EPOCH 8 - PROGRESS: at 32.76% examples, 686038 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:24,939 : INFO : EPOCH 8 - PROGRESS: at 33.07% examples, 685853 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:25,946 : INFO : EPOCH 8 - PROGRESS: at 33.40% examples, 685680 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:26,956 : INFO : EPOCH 8 - PROGRESS: at 33.72% examples, 685571 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:27,957 : INFO : EPOCH 8 - PROGRESS: at 34.04% examples, 685363 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:28,978 : INFO : EPOCH 8 - PROGRESS: at 34.40% examples, 685063 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:29,982 : INFO : EPOCH 8 - PROGRESS: at 34.71% examples, 684887 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:30,991 : INFO : EPOCH 8 - PROGRESS: at 35.03% examples, 684845 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:32,000 : INFO : EPOCH 8 - PROGRESS: at 35.36% examples, 684642 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:02:33,011 : INFO : EPOCH 8 - PROGRESS: at 35.66% examples, 684500 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:34,024 : INFO : EPOCH 8 - PROGRESS: at 36.01% examples, 684322 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:35,036 : INFO : EPOCH 8 - PROGRESS: at 36.34% examples, 684289 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:36,047 : INFO : EPOCH 8 - PROGRESS: at 36.69% examples, 684102 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:02:37,049 : INFO : EPOCH 8 - PROGRESS: at 37.05% examples, 684004 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:02:38,053 : INFO : EPOCH 8 - PROGRESS: at 37.37% examples, 683876 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:39,059 : INFO : EPOCH 8 - PROGRESS: at 37.71% examples, 683645 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:40,060 : INFO : EPOCH 8 - PROGRESS: at 38.01% examples, 683593 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:41,062 : INFO : EPOCH 8 - PROGRESS: at 38.34% examples, 683432 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:42,078 : INFO : EPOCH 8 - PROGRESS: at 38.65% examples, 683214 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:02:43,079 : INFO : EPOCH 8 - PROGRESS: at 38.97% examples, 683078 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:02:44,098 : INFO : EPOCH 8 - PROGRESS: at 39.29% examples, 682844 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:02:45,102 : INFO : EPOCH 8 - PROGRESS: at 39.62% examples, 682771 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:46,105 : INFO : EPOCH 8 - PROGRESS: at 39.94% examples, 682677 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:47,109 : INFO : EPOCH 8 - PROGRESS: at 40.26% examples, 682518 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:48,124 : INFO : EPOCH 8 - PROGRESS: at 40.60% examples, 682480 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:49,140 : INFO : EPOCH 8 - PROGRESS: at 40.91% examples, 682419 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:02:50,141 : INFO : EPOCH 8 - PROGRESS: at 41.25% examples, 682291 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:51,152 : INFO : EPOCH 8 - PROGRESS: at 41.57% examples, 682250 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:52,157 : INFO : EPOCH 8 - PROGRESS: at 41.90% examples, 682137 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:53,160 : INFO : EPOCH 8 - PROGRESS: at 42.24% examples, 682058 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:54,172 : INFO : EPOCH 8 - PROGRESS: at 42.57% examples, 681981 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:55,184 : INFO : EPOCH 8 - PROGRESS: at 42.90% examples, 681863 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:56,184 : INFO : EPOCH 8 - PROGRESS: at 43.20% examples, 681808 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:57,198 : INFO : EPOCH 8 - PROGRESS: at 43.54% examples, 681737 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:58,212 : INFO : EPOCH 8 - PROGRESS: at 43.85% examples, 681668 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:02:59,227 : INFO : EPOCH 8 - PROGRESS: at 44.16% examples, 681600 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:00,242 : INFO : EPOCH 8 - PROGRESS: at 44.48% examples, 681452 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:01,245 : INFO : EPOCH 8 - PROGRESS: at 44.81% examples, 681488 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:02,262 : INFO : EPOCH 8 - PROGRESS: at 45.13% examples, 681359 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:03,264 : INFO : EPOCH 8 - PROGRESS: at 45.45% examples, 681346 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:04,265 : INFO : EPOCH 8 - PROGRESS: at 45.78% examples, 681224 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:05,268 : INFO : EPOCH 8 - PROGRESS: at 46.11% examples, 681104 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:06,272 : INFO : EPOCH 8 - PROGRESS: at 46.45% examples, 680955 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:07,292 : INFO : EPOCH 8 - PROGRESS: at 46.77% examples, 680846 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:03:08,295 : INFO : EPOCH 8 - PROGRESS: at 47.09% examples, 680788 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:09,298 : INFO : EPOCH 8 - PROGRESS: at 47.44% examples, 680664 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:10,311 : INFO : EPOCH 8 - PROGRESS: at 47.78% examples, 680527 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:03:11,313 : INFO : EPOCH 8 - PROGRESS: at 48.08% examples, 680503 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:12,323 : INFO : EPOCH 8 - PROGRESS: at 48.41% examples, 680435 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:13,327 : INFO : EPOCH 8 - PROGRESS: at 48.73% examples, 680418 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:03:14,334 : INFO : EPOCH 8 - PROGRESS: at 49.03% examples, 680366 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:15,340 : INFO : EPOCH 8 - PROGRESS: at 49.36% examples, 680283 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:03:16,341 : INFO : EPOCH 8 - PROGRESS: at 49.68% examples, 680237 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:17,351 : INFO : EPOCH 8 - PROGRESS: at 50.03% examples, 680068 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:18,353 : INFO : EPOCH 8 - PROGRESS: at 50.37% examples, 680008 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:19,357 : INFO : EPOCH 8 - PROGRESS: at 50.68% examples, 679949 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:03:20,365 : INFO : EPOCH 8 - PROGRESS: at 50.99% examples, 679889 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:21,367 : INFO : EPOCH 8 - PROGRESS: at 51.32% examples, 679883 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:22,368 : INFO : EPOCH 8 - PROGRESS: at 51.64% examples, 679766 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:03:23,369 : INFO : EPOCH 8 - PROGRESS: at 51.96% examples, 679725 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:24,381 : INFO : EPOCH 8 - PROGRESS: at 52.29% examples, 679641 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:25,407 : INFO : EPOCH 8 - PROGRESS: at 52.61% examples, 679627 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:26,414 : INFO : EPOCH 8 - PROGRESS: at 52.95% examples, 679547 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:03:27,421 : INFO : EPOCH 8 - PROGRESS: at 53.28% examples, 679538 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:03:28,425 : INFO : EPOCH 8 - PROGRESS: at 53.60% examples, 679437 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:29,426 : INFO : EPOCH 8 - PROGRESS: at 53.92% examples, 679368 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:03:30,434 : INFO : EPOCH 8 - PROGRESS: at 54.24% examples, 679327 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:31,455 : INFO : EPOCH 8 - PROGRESS: at 54.57% examples, 679245 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:32,467 : INFO : EPOCH 8 - PROGRESS: at 54.89% examples, 679194 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:33,471 : INFO : EPOCH 8 - PROGRESS: at 55.21% examples, 679284 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:34,472 : INFO : EPOCH 8 - PROGRESS: at 55.52% examples, 679226 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:35,483 : INFO : EPOCH 8 - PROGRESS: at 55.86% examples, 679125 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:03:36,487 : INFO : EPOCH 8 - PROGRESS: at 56.21% examples, 679035 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:03:37,488 : INFO : EPOCH 8 - PROGRESS: at 56.54% examples, 678991 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:38,490 : INFO : EPOCH 8 - PROGRESS: at 56.85% examples, 678775 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:39,500 : INFO : EPOCH 8 - PROGRESS: at 57.13% examples, 678588 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:40,500 : INFO : EPOCH 8 - PROGRESS: at 57.42% examples, 677995 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:41,506 : INFO : EPOCH 8 - PROGRESS: at 57.73% examples, 677731 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:42,516 : INFO : EPOCH 8 - PROGRESS: at 58.06% examples, 677649 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:43,516 : INFO : EPOCH 8 - PROGRESS: at 58.37% examples, 677677 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:44,539 : INFO : EPOCH 8 - PROGRESS: at 58.70% examples, 677553 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:45,541 : INFO : EPOCH 8 - PROGRESS: at 59.04% examples, 677553 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:46,562 : INFO : EPOCH 8 - PROGRESS: at 59.37% examples, 677464 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:03:47,563 : INFO : EPOCH 8 - PROGRESS: at 59.70% examples, 677427 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:48,571 : INFO : EPOCH 8 - PROGRESS: at 60.04% examples, 677367 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:49,581 : INFO : EPOCH 8 - PROGRESS: at 60.35% examples, 677340 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:50,589 : INFO : EPOCH 8 - PROGRESS: at 60.67% examples, 677282 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:51,591 : INFO : EPOCH 8 - PROGRESS: at 61.01% examples, 677249 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:52,593 : INFO : EPOCH 8 - PROGRESS: at 61.34% examples, 677222 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:53,612 : INFO : EPOCH 8 - PROGRESS: at 61.66% examples, 677164 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:54,641 : INFO : EPOCH 8 - PROGRESS: at 61.96% examples, 677130 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:55,646 : INFO : EPOCH 8 - PROGRESS: at 62.30% examples, 677092 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:56,654 : INFO : EPOCH 8 - PROGRESS: at 62.62% examples, 677020 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:03:57,670 : INFO : EPOCH 8 - PROGRESS: at 62.95% examples, 676989 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:58,697 : INFO : EPOCH 8 - PROGRESS: at 63.27% examples, 676917 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:03:59,709 : INFO : EPOCH 8 - PROGRESS: at 63.60% examples, 676912 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:00,727 : INFO : EPOCH 8 - PROGRESS: at 63.95% examples, 676824 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:04:01,733 : INFO : EPOCH 8 - PROGRESS: at 64.28% examples, 676856 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:02,746 : INFO : EPOCH 8 - PROGRESS: at 64.63% examples, 676775 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:03,760 : INFO : EPOCH 8 - PROGRESS: at 64.97% examples, 676733 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:04,764 : INFO : EPOCH 8 - PROGRESS: at 65.31% examples, 676732 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:05,765 : INFO : EPOCH 8 - PROGRESS: at 65.62% examples, 676743 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:06,769 : INFO : EPOCH 8 - PROGRESS: at 65.93% examples, 676662 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:04:07,769 : INFO : EPOCH 8 - PROGRESS: at 66.26% examples, 676657 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:04:08,777 : INFO : EPOCH 8 - PROGRESS: at 66.58% examples, 676606 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:09,784 : INFO : EPOCH 8 - PROGRESS: at 66.89% examples, 676540 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:10,799 : INFO : EPOCH 8 - PROGRESS: at 67.22% examples, 676472 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:04:11,817 : INFO : EPOCH 8 - PROGRESS: at 67.54% examples, 676459 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:12,837 : INFO : EPOCH 8 - PROGRESS: at 67.87% examples, 676392 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:13,842 : INFO : EPOCH 8 - PROGRESS: at 68.21% examples, 676351 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:14,843 : INFO : EPOCH 8 - PROGRESS: at 68.53% examples, 676343 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:15,852 : INFO : EPOCH 8 - PROGRESS: at 68.89% examples, 676239 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:16,859 : INFO : EPOCH 8 - PROGRESS: at 69.19% examples, 676272 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:17,860 : INFO : EPOCH 8 - PROGRESS: at 69.48% examples, 676225 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:18,861 : INFO : EPOCH 8 - PROGRESS: at 69.80% examples, 676208 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:19,864 : INFO : EPOCH 8 - PROGRESS: at 70.13% examples, 676133 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:20,867 : INFO : EPOCH 8 - PROGRESS: at 70.46% examples, 676139 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:21,870 : INFO : EPOCH 8 - PROGRESS: at 70.80% examples, 676042 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:22,877 : INFO : EPOCH 8 - PROGRESS: at 71.13% examples, 675990 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:23,880 : INFO : EPOCH 8 - PROGRESS: at 71.45% examples, 676007 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:24,897 : INFO : EPOCH 8 - PROGRESS: at 71.81% examples, 675897 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:25,908 : INFO : EPOCH 8 - PROGRESS: at 72.12% examples, 675900 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:26,916 : INFO : EPOCH 8 - PROGRESS: at 72.44% examples, 675865 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:04:27,917 : INFO : EPOCH 8 - PROGRESS: at 72.75% examples, 675891 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:28,921 : INFO : EPOCH 8 - PROGRESS: at 73.07% examples, 675818 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:29,939 : INFO : EPOCH 8 - PROGRESS: at 73.39% examples, 675818 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:30,949 : INFO : EPOCH 8 - PROGRESS: at 73.72% examples, 675777 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:31,955 : INFO : EPOCH 8 - PROGRESS: at 74.04% examples, 675765 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:32,969 : INFO : EPOCH 8 - PROGRESS: at 74.39% examples, 675760 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:33,970 : INFO : EPOCH 8 - PROGRESS: at 74.72% examples, 675799 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:34,990 : INFO : EPOCH 8 - PROGRESS: at 75.04% examples, 675737 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:04:35,991 : INFO : EPOCH 8 - PROGRESS: at 75.38% examples, 675751 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:37,010 : INFO : EPOCH 8 - PROGRESS: at 75.73% examples, 675665 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:38,017 : INFO : EPOCH 8 - PROGRESS: at 76.06% examples, 675638 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:39,024 : INFO : EPOCH 8 - PROGRESS: at 76.38% examples, 675639 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:40,026 : INFO : EPOCH 8 - PROGRESS: at 76.69% examples, 675601 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:41,046 : INFO : EPOCH 8 - PROGRESS: at 77.02% examples, 675598 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:42,072 : INFO : EPOCH 8 - PROGRESS: at 77.35% examples, 675513 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:43,081 : INFO : EPOCH 8 - PROGRESS: at 77.67% examples, 675541 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:44,090 : INFO : EPOCH 8 - PROGRESS: at 78.00% examples, 675520 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:45,094 : INFO : EPOCH 8 - PROGRESS: at 78.33% examples, 675521 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:46,105 : INFO : EPOCH 8 - PROGRESS: at 78.64% examples, 675514 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:47,113 : INFO : EPOCH 8 - PROGRESS: at 78.94% examples, 675474 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:48,123 : INFO : EPOCH 8 - PROGRESS: at 79.27% examples, 675490 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:49,149 : INFO : EPOCH 8 - PROGRESS: at 79.61% examples, 675427 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:50,163 : INFO : EPOCH 8 - PROGRESS: at 79.95% examples, 675422 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:51,167 : INFO : EPOCH 8 - PROGRESS: at 80.28% examples, 675393 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:52,181 : INFO : EPOCH 8 - PROGRESS: at 80.59% examples, 675357 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:53,185 : INFO : EPOCH 8 - PROGRESS: at 80.94% examples, 675325 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:54,199 : INFO : EPOCH 8 - PROGRESS: at 81.28% examples, 675268 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:55,200 : INFO : EPOCH 8 - PROGRESS: at 81.59% examples, 675298 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:56,209 : INFO : EPOCH 8 - PROGRESS: at 81.92% examples, 675215 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:57,222 : INFO : EPOCH 8 - PROGRESS: at 82.22% examples, 675244 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:58,226 : INFO : EPOCH 8 - PROGRESS: at 82.56% examples, 675155 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:04:59,239 : INFO : EPOCH 8 - PROGRESS: at 82.89% examples, 675135 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:00,243 : INFO : EPOCH 8 - PROGRESS: at 83.23% examples, 675134 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:01,243 : INFO : EPOCH 8 - PROGRESS: at 83.55% examples, 675147 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:02,252 : INFO : EPOCH 8 - PROGRESS: at 83.87% examples, 675112 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:05:03,261 : INFO : EPOCH 8 - PROGRESS: at 84.20% examples, 675090 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:04,281 : INFO : EPOCH 8 - PROGRESS: at 84.51% examples, 675075 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:05,285 : INFO : EPOCH 8 - PROGRESS: at 84.85% examples, 675065 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:06,295 : INFO : EPOCH 8 - PROGRESS: at 85.17% examples, 675005 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:07,304 : INFO : EPOCH 8 - PROGRESS: at 85.48% examples, 674991 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:05:08,316 : INFO : EPOCH 8 - PROGRESS: at 85.82% examples, 674966 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:09,318 : INFO : EPOCH 8 - PROGRESS: at 86.15% examples, 674918 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:10,327 : INFO : EPOCH 8 - PROGRESS: at 86.47% examples, 674885 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:11,331 : INFO : EPOCH 8 - PROGRESS: at 86.80% examples, 674871 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:12,353 : INFO : EPOCH 8 - PROGRESS: at 87.12% examples, 674828 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:13,360 : INFO : EPOCH 8 - PROGRESS: at 87.46% examples, 674769 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:05:14,375 : INFO : EPOCH 8 - PROGRESS: at 87.79% examples, 674730 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:15,382 : INFO : EPOCH 8 - PROGRESS: at 88.12% examples, 674677 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:16,387 : INFO : EPOCH 8 - PROGRESS: at 88.44% examples, 674638 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:05:17,388 : INFO : EPOCH 8 - PROGRESS: at 88.77% examples, 674599 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:18,394 : INFO : EPOCH 8 - PROGRESS: at 89.09% examples, 674562 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:19,397 : INFO : EPOCH 8 - PROGRESS: at 89.40% examples, 674546 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:20,399 : INFO : EPOCH 8 - PROGRESS: at 89.74% examples, 674562 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:05:21,408 : INFO : EPOCH 8 - PROGRESS: at 90.08% examples, 674504 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:22,408 : INFO : EPOCH 8 - PROGRESS: at 90.38% examples, 674498 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:23,418 : INFO : EPOCH 8 - PROGRESS: at 90.70% examples, 674496 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:24,419 : INFO : EPOCH 8 - PROGRESS: at 91.01% examples, 674482 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:25,429 : INFO : EPOCH 8 - PROGRESS: at 91.36% examples, 674488 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:05:26,431 : INFO : EPOCH 8 - PROGRESS: at 91.67% examples, 674469 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:05:27,449 : INFO : EPOCH 8 - PROGRESS: at 91.97% examples, 674421 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:05:28,460 : INFO : EPOCH 8 - PROGRESS: at 92.31% examples, 674388 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:29,475 : INFO : EPOCH 8 - PROGRESS: at 92.63% examples, 674354 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:30,482 : INFO : EPOCH 8 - PROGRESS: at 92.94% examples, 674383 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:31,488 : INFO : EPOCH 8 - PROGRESS: at 93.22% examples, 674390 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:32,514 : INFO : EPOCH 8 - PROGRESS: at 93.55% examples, 674351 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:05:33,533 : INFO : EPOCH 8 - PROGRESS: at 93.89% examples, 674367 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:34,535 : INFO : EPOCH 8 - PROGRESS: at 94.21% examples, 674379 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:35,538 : INFO : EPOCH 8 - PROGRESS: at 94.53% examples, 674334 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:36,544 : INFO : EPOCH 8 - PROGRESS: at 94.87% examples, 674314 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:37,552 : INFO : EPOCH 8 - PROGRESS: at 95.18% examples, 674287 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:38,568 : INFO : EPOCH 8 - PROGRESS: at 95.49% examples, 674319 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:05:39,574 : INFO : EPOCH 8 - PROGRESS: at 95.80% examples, 674321 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:40,579 : INFO : EPOCH 8 - PROGRESS: at 96.14% examples, 674280 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:41,588 : INFO : EPOCH 8 - PROGRESS: at 96.45% examples, 674316 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:42,594 : INFO : EPOCH 8 - PROGRESS: at 96.77% examples, 674292 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:05:43,598 : INFO : EPOCH 8 - PROGRESS: at 97.08% examples, 674339 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:44,602 : INFO : EPOCH 8 - PROGRESS: at 97.42% examples, 674313 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:45,606 : INFO : EPOCH 8 - PROGRESS: at 97.79% examples, 674285 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:46,611 : INFO : EPOCH 8 - PROGRESS: at 98.13% examples, 674244 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:05:47,614 : INFO : EPOCH 8 - PROGRESS: at 98.44% examples, 674251 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:48,618 : INFO : EPOCH 8 - PROGRESS: at 98.75% examples, 674202 words/s, in_qsize 7, out_qsize 2
2020-07-23 19:05:49,622 : INFO : EPOCH 8 - PROGRESS: at 99.09% examples, 674200 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:50,632 : INFO : EPOCH 8 - PROGRESS: at 99.41% examples, 674176 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:51,663 : INFO : EPOCH 8 - PROGRESS: at 99.73% examples, 674128 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:52,526 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 19:05:52,541 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 19:05:52,542 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 19:05:52,546 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 19:05:52,547 : INFO : EPOCH - 8 : training on 266682872 raw words (207295942 effective words) took 307.5s, 674200 effective words/s
2020-07-23 19:05:53,570 : INFO : EPOCH 9 - PROGRESS: at 0.32% examples, 647682 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:54,583 : INFO : EPOCH 9 - PROGRESS: at 0.66% examples, 658333 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:55,593 : INFO : EPOCH 9 - PROGRESS: at 1.01% examples, 661149 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:56,597 : INFO : EPOCH 9 - PROGRESS: at 1.32% examples, 662831 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:57,602 : INFO : EPOCH 9 - PROGRESS: at 1.64% examples, 664791 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:58,608 : INFO : EPOCH 9 - PROGRESS: at 1.98% examples, 667296 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:05:59,620 : INFO : EPOCH 9 - PROGRESS: at 2.32% examples, 666637 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:00,642 : INFO : EPOCH 9 - PROGRESS: at 2.63% examples, 666149 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:06:01,654 : INFO : EPOCH 9 - PROGRESS: at 2.92% examples, 667901 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:02,676 : INFO : EPOCH 9 - PROGRESS: at 3.24% examples, 668324 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:06:03,681 : INFO : EPOCH 9 - PROGRESS: at 3.57% examples, 669038 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:04,705 : INFO : EPOCH 9 - PROGRESS: at 3.92% examples, 668924 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:06:05,705 : INFO : EPOCH 9 - PROGRESS: at 4.25% examples, 668813 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:06:06,723 : INFO : EPOCH 9 - PROGRESS: at 4.57% examples, 669016 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:07,732 : INFO : EPOCH 9 - PROGRESS: at 4.92% examples, 669243 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:08,744 : INFO : EPOCH 9 - PROGRESS: at 5.25% examples, 668072 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:09,744 : INFO : EPOCH 9 - PROGRESS: at 5.58% examples, 668181 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:10,765 : INFO : EPOCH 9 - PROGRESS: at 5.90% examples, 668372 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:11,767 : INFO : EPOCH 9 - PROGRESS: at 6.24% examples, 668576 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:12,775 : INFO : EPOCH 9 - PROGRESS: at 6.55% examples, 669076 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:13,787 : INFO : EPOCH 9 - PROGRESS: at 6.87% examples, 668937 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:14,800 : INFO : EPOCH 9 - PROGRESS: at 7.19% examples, 668640 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:06:15,809 : INFO : EPOCH 9 - PROGRESS: at 7.50% examples, 668696 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:16,834 : INFO : EPOCH 9 - PROGRESS: at 7.83% examples, 668487 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:17,841 : INFO : EPOCH 9 - PROGRESS: at 8.14% examples, 668625 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:06:18,847 : INFO : EPOCH 9 - PROGRESS: at 8.44% examples, 667294 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:19,860 : INFO : EPOCH 9 - PROGRESS: at 8.79% examples, 665974 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:20,868 : INFO : EPOCH 9 - PROGRESS: at 9.05% examples, 663172 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:21,883 : INFO : EPOCH 9 - PROGRESS: at 9.41% examples, 665497 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:22,885 : INFO : EPOCH 9 - PROGRESS: at 9.77% examples, 668292 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:23,899 : INFO : EPOCH 9 - PROGRESS: at 10.13% examples, 670636 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:24,900 : INFO : EPOCH 9 - PROGRESS: at 10.45% examples, 672964 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:25,918 : INFO : EPOCH 9 - PROGRESS: at 10.84% examples, 674383 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:06:26,932 : INFO : EPOCH 9 - PROGRESS: at 11.21% examples, 676378 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:27,948 : INFO : EPOCH 9 - PROGRESS: at 11.56% examples, 678495 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:28,949 : INFO : EPOCH 9 - PROGRESS: at 11.92% examples, 680117 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:29,952 : INFO : EPOCH 9 - PROGRESS: at 12.26% examples, 681779 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:30,955 : INFO : EPOCH 9 - PROGRESS: at 12.61% examples, 683310 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:06:31,958 : INFO : EPOCH 9 - PROGRESS: at 12.96% examples, 684676 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:06:32,958 : INFO : EPOCH 9 - PROGRESS: at 13.31% examples, 686120 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:33,970 : INFO : EPOCH 9 - PROGRESS: at 13.66% examples, 687159 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:34,971 : INFO : EPOCH 9 - PROGRESS: at 14.01% examples, 688621 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:35,985 : INFO : EPOCH 9 - PROGRESS: at 14.40% examples, 689680 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:36,985 : INFO : EPOCH 9 - PROGRESS: at 14.76% examples, 690956 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:37,997 : INFO : EPOCH 9 - PROGRESS: at 15.10% examples, 691910 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:39,003 : INFO : EPOCH 9 - PROGRESS: at 15.47% examples, 692691 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:40,014 : INFO : EPOCH 9 - PROGRESS: at 15.86% examples, 693753 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:41,019 : INFO : EPOCH 9 - PROGRESS: at 16.22% examples, 694666 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:42,033 : INFO : EPOCH 9 - PROGRESS: at 16.61% examples, 695424 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:43,039 : INFO : EPOCH 9 - PROGRESS: at 16.95% examples, 696220 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:44,044 : INFO : EPOCH 9 - PROGRESS: at 17.29% examples, 697027 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:45,050 : INFO : EPOCH 9 - PROGRESS: at 17.63% examples, 697866 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:46,052 : INFO : EPOCH 9 - PROGRESS: at 18.00% examples, 698688 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:47,063 : INFO : EPOCH 9 - PROGRESS: at 18.34% examples, 699368 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:48,063 : INFO : EPOCH 9 - PROGRESS: at 18.70% examples, 700261 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:49,089 : INFO : EPOCH 9 - PROGRESS: at 19.06% examples, 700852 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:50,103 : INFO : EPOCH 9 - PROGRESS: at 19.42% examples, 701391 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:51,116 : INFO : EPOCH 9 - PROGRESS: at 19.78% examples, 702011 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:52,118 : INFO : EPOCH 9 - PROGRESS: at 20.18% examples, 702557 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:53,121 : INFO : EPOCH 9 - PROGRESS: at 20.54% examples, 703182 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:54,129 : INFO : EPOCH 9 - PROGRESS: at 20.90% examples, 703792 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:55,137 : INFO : EPOCH 9 - PROGRESS: at 21.27% examples, 704309 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:56,159 : INFO : EPOCH 9 - PROGRESS: at 21.64% examples, 704740 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:57,165 : INFO : EPOCH 9 - PROGRESS: at 22.01% examples, 705346 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:58,167 : INFO : EPOCH 9 - PROGRESS: at 22.35% examples, 705983 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:06:59,173 : INFO : EPOCH 9 - PROGRESS: at 22.69% examples, 706478 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:07:00,182 : INFO : EPOCH 9 - PROGRESS: at 23.05% examples, 706977 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:01,201 : INFO : EPOCH 9 - PROGRESS: at 23.42% examples, 707435 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:02,208 : INFO : EPOCH 9 - PROGRESS: at 23.79% examples, 707965 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:03,219 : INFO : EPOCH 9 - PROGRESS: at 24.15% examples, 708418 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:04,220 : INFO : EPOCH 9 - PROGRESS: at 24.53% examples, 708798 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:05,237 : INFO : EPOCH 9 - PROGRESS: at 24.90% examples, 709265 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:06,247 : INFO : EPOCH 9 - PROGRESS: at 25.28% examples, 709603 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:07,255 : INFO : EPOCH 9 - PROGRESS: at 25.62% examples, 709928 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:07:08,258 : INFO : EPOCH 9 - PROGRESS: at 26.00% examples, 710426 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:09,260 : INFO : EPOCH 9 - PROGRESS: at 26.37% examples, 710683 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:10,267 : INFO : EPOCH 9 - PROGRESS: at 26.76% examples, 711169 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:11,271 : INFO : EPOCH 9 - PROGRESS: at 27.13% examples, 711619 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:12,283 : INFO : EPOCH 9 - PROGRESS: at 27.47% examples, 711842 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:13,287 : INFO : EPOCH 9 - PROGRESS: at 27.84% examples, 712108 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:14,291 : INFO : EPOCH 9 - PROGRESS: at 28.18% examples, 712507 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:15,294 : INFO : EPOCH 9 - PROGRESS: at 28.55% examples, 712844 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:16,294 : INFO : EPOCH 9 - PROGRESS: at 28.90% examples, 713154 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:17,302 : INFO : EPOCH 9 - PROGRESS: at 29.23% examples, 713486 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:18,312 : INFO : EPOCH 9 - PROGRESS: at 29.59% examples, 713671 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:19,312 : INFO : EPOCH 9 - PROGRESS: at 29.93% examples, 714060 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:20,315 : INFO : EPOCH 9 - PROGRESS: at 30.27% examples, 714294 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:07:21,318 : INFO : EPOCH 9 - PROGRESS: at 30.64% examples, 714523 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:22,326 : INFO : EPOCH 9 - PROGRESS: at 31.00% examples, 714745 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:23,336 : INFO : EPOCH 9 - PROGRESS: at 31.39% examples, 714985 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:24,337 : INFO : EPOCH 9 - PROGRESS: at 31.76% examples, 715098 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:25,339 : INFO : EPOCH 9 - PROGRESS: at 32.09% examples, 715325 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:26,357 : INFO : EPOCH 9 - PROGRESS: at 32.45% examples, 715691 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:27,369 : INFO : EPOCH 9 - PROGRESS: at 32.79% examples, 715950 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:28,372 : INFO : EPOCH 9 - PROGRESS: at 33.14% examples, 716141 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:29,375 : INFO : EPOCH 9 - PROGRESS: at 33.49% examples, 716422 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:30,392 : INFO : EPOCH 9 - PROGRESS: at 33.85% examples, 716600 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:31,401 : INFO : EPOCH 9 - PROGRESS: at 34.22% examples, 716792 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:32,411 : INFO : EPOCH 9 - PROGRESS: at 34.59% examples, 716919 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:33,426 : INFO : EPOCH 9 - PROGRESS: at 34.95% examples, 717139 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:34,431 : INFO : EPOCH 9 - PROGRESS: at 35.30% examples, 717317 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:35,439 : INFO : EPOCH 9 - PROGRESS: at 35.64% examples, 717572 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:07:36,442 : INFO : EPOCH 9 - PROGRESS: at 36.02% examples, 717694 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:37,450 : INFO : EPOCH 9 - PROGRESS: at 36.38% examples, 718007 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:38,465 : INFO : EPOCH 9 - PROGRESS: at 36.77% examples, 718058 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:39,470 : INFO : EPOCH 9 - PROGRESS: at 37.15% examples, 718295 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:40,475 : INFO : EPOCH 9 - PROGRESS: at 37.51% examples, 718399 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:41,485 : INFO : EPOCH 9 - PROGRESS: at 37.87% examples, 718599 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:42,488 : INFO : EPOCH 9 - PROGRESS: at 38.21% examples, 718840 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:43,492 : INFO : EPOCH 9 - PROGRESS: at 38.57% examples, 718978 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:07:44,497 : INFO : EPOCH 9 - PROGRESS: at 38.93% examples, 719159 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:45,512 : INFO : EPOCH 9 - PROGRESS: at 39.28% examples, 719275 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:46,515 : INFO : EPOCH 9 - PROGRESS: at 39.64% examples, 719407 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:47,515 : INFO : EPOCH 9 - PROGRESS: at 40.00% examples, 719607 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:48,520 : INFO : EPOCH 9 - PROGRESS: at 40.34% examples, 719691 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:49,520 : INFO : EPOCH 9 - PROGRESS: at 40.71% examples, 719917 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:50,522 : INFO : EPOCH 9 - PROGRESS: at 41.06% examples, 720010 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:07:51,539 : INFO : EPOCH 9 - PROGRESS: at 41.41% examples, 720070 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:52,544 : INFO : EPOCH 9 - PROGRESS: at 41.77% examples, 720275 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:53,549 : INFO : EPOCH 9 - PROGRESS: at 42.15% examples, 720404 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:07:54,554 : INFO : EPOCH 9 - PROGRESS: at 42.50% examples, 720668 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:55,555 : INFO : EPOCH 9 - PROGRESS: at 42.86% examples, 720757 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:07:56,561 : INFO : EPOCH 9 - PROGRESS: at 43.21% examples, 720978 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:57,566 : INFO : EPOCH 9 - PROGRESS: at 43.58% examples, 721173 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:58,566 : INFO : EPOCH 9 - PROGRESS: at 43.92% examples, 721383 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:07:59,588 : INFO : EPOCH 9 - PROGRESS: at 44.26% examples, 721404 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:00,591 : INFO : EPOCH 9 - PROGRESS: at 44.61% examples, 721536 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:01,601 : INFO : EPOCH 9 - PROGRESS: at 44.96% examples, 721697 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:02,612 : INFO : EPOCH 9 - PROGRESS: at 45.33% examples, 721874 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:03,620 : INFO : EPOCH 9 - PROGRESS: at 45.68% examples, 721958 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:04,620 : INFO : EPOCH 9 - PROGRESS: at 46.06% examples, 722061 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:05,634 : INFO : EPOCH 9 - PROGRESS: at 46.42% examples, 722134 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:06,647 : INFO : EPOCH 9 - PROGRESS: at 46.78% examples, 722203 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:07,649 : INFO : EPOCH 9 - PROGRESS: at 47.13% examples, 722350 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:08:08,658 : INFO : EPOCH 9 - PROGRESS: at 47.51% examples, 722486 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:09,660 : INFO : EPOCH 9 - PROGRESS: at 47.88% examples, 722608 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:08:10,660 : INFO : EPOCH 9 - PROGRESS: at 48.24% examples, 722678 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:11,673 : INFO : EPOCH 9 - PROGRESS: at 48.58% examples, 722840 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:12,674 : INFO : EPOCH 9 - PROGRESS: at 48.92% examples, 723021 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:13,677 : INFO : EPOCH 9 - PROGRESS: at 49.26% examples, 723156 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:14,686 : INFO : EPOCH 9 - PROGRESS: at 49.63% examples, 723259 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:15,692 : INFO : EPOCH 9 - PROGRESS: at 50.02% examples, 723388 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:16,693 : INFO : EPOCH 9 - PROGRESS: at 50.38% examples, 723357 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:17,699 : INFO : EPOCH 9 - PROGRESS: at 50.73% examples, 723417 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:18,699 : INFO : EPOCH 9 - PROGRESS: at 51.08% examples, 723502 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:19,703 : INFO : EPOCH 9 - PROGRESS: at 51.42% examples, 723616 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:20,712 : INFO : EPOCH 9 - PROGRESS: at 51.77% examples, 723710 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:21,732 : INFO : EPOCH 9 - PROGRESS: at 52.12% examples, 723748 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:22,737 : INFO : EPOCH 9 - PROGRESS: at 52.50% examples, 723893 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:08:23,738 : INFO : EPOCH 9 - PROGRESS: at 52.86% examples, 723977 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:24,741 : INFO : EPOCH 9 - PROGRESS: at 53.22% examples, 724045 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:25,743 : INFO : EPOCH 9 - PROGRESS: at 53.58% examples, 724192 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:26,744 : INFO : EPOCH 9 - PROGRESS: at 53.93% examples, 724252 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:27,744 : INFO : EPOCH 9 - PROGRESS: at 54.28% examples, 724385 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:08:28,755 : INFO : EPOCH 9 - PROGRESS: at 54.65% examples, 724475 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:29,757 : INFO : EPOCH 9 - PROGRESS: at 54.99% examples, 724539 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:30,762 : INFO : EPOCH 9 - PROGRESS: at 55.34% examples, 724664 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:31,765 : INFO : EPOCH 9 - PROGRESS: at 55.69% examples, 724756 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:32,772 : INFO : EPOCH 9 - PROGRESS: at 56.06% examples, 724801 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:33,772 : INFO : EPOCH 9 - PROGRESS: at 56.43% examples, 724857 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:34,783 : INFO : EPOCH 9 - PROGRESS: at 56.79% examples, 724947 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:35,792 : INFO : EPOCH 9 - PROGRESS: at 57.13% examples, 725058 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:36,798 : INFO : EPOCH 9 - PROGRESS: at 57.49% examples, 725110 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:37,800 : INFO : EPOCH 9 - PROGRESS: at 57.86% examples, 725182 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:38,807 : INFO : EPOCH 9 - PROGRESS: at 58.20% examples, 725157 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:39,807 : INFO : EPOCH 9 - PROGRESS: at 58.56% examples, 725220 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:40,808 : INFO : EPOCH 9 - PROGRESS: at 58.92% examples, 725267 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:41,813 : INFO : EPOCH 9 - PROGRESS: at 59.29% examples, 725331 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:08:42,815 : INFO : EPOCH 9 - PROGRESS: at 59.65% examples, 725390 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:43,821 : INFO : EPOCH 9 - PROGRESS: at 60.02% examples, 725456 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:44,826 : INFO : EPOCH 9 - PROGRESS: at 60.36% examples, 725547 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:45,833 : INFO : EPOCH 9 - PROGRESS: at 60.72% examples, 725625 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:46,839 : INFO : EPOCH 9 - PROGRESS: at 61.08% examples, 725641 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:47,840 : INFO : EPOCH 9 - PROGRESS: at 61.45% examples, 725711 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:48,863 : INFO : EPOCH 9 - PROGRESS: at 61.79% examples, 725751 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:49,868 : INFO : EPOCH 9 - PROGRESS: at 62.14% examples, 725883 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:50,881 : INFO : EPOCH 9 - PROGRESS: at 62.51% examples, 725920 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:51,888 : INFO : EPOCH 9 - PROGRESS: at 62.85% examples, 726009 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:08:52,894 : INFO : EPOCH 9 - PROGRESS: at 63.21% examples, 726076 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:53,911 : INFO : EPOCH 9 - PROGRESS: at 63.58% examples, 726120 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:54,918 : INFO : EPOCH 9 - PROGRESS: at 63.95% examples, 726121 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:55,918 : INFO : EPOCH 9 - PROGRESS: at 64.31% examples, 726200 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:56,923 : INFO : EPOCH 9 - PROGRESS: at 64.70% examples, 726255 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:57,943 : INFO : EPOCH 9 - PROGRESS: at 65.06% examples, 726200 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:58,948 : INFO : EPOCH 9 - PROGRESS: at 65.41% examples, 726131 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:08:59,957 : INFO : EPOCH 9 - PROGRESS: at 65.73% examples, 726013 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:00,958 : INFO : EPOCH 9 - PROGRESS: at 66.02% examples, 725374 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:01,960 : INFO : EPOCH 9 - PROGRESS: at 66.37% examples, 725397 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:02,968 : INFO : EPOCH 9 - PROGRESS: at 66.73% examples, 725455 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:03,978 : INFO : EPOCH 9 - PROGRESS: at 67.10% examples, 725514 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:04,983 : INFO : EPOCH 9 - PROGRESS: at 67.42% examples, 725563 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:05,993 : INFO : EPOCH 9 - PROGRESS: at 67.79% examples, 725591 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:06,994 : INFO : EPOCH 9 - PROGRESS: at 68.15% examples, 725606 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:07,997 : INFO : EPOCH 9 - PROGRESS: at 68.51% examples, 725613 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:09:09,011 : INFO : EPOCH 9 - PROGRESS: at 68.90% examples, 725642 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:10,024 : INFO : EPOCH 9 - PROGRESS: at 69.23% examples, 725776 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:11,024 : INFO : EPOCH 9 - PROGRESS: at 69.58% examples, 725859 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:12,027 : INFO : EPOCH 9 - PROGRESS: at 69.92% examples, 725931 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:13,031 : INFO : EPOCH 9 - PROGRESS: at 70.29% examples, 725973 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:14,033 : INFO : EPOCH 9 - PROGRESS: at 70.65% examples, 725908 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:15,038 : INFO : EPOCH 9 - PROGRESS: at 70.97% examples, 725589 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:16,047 : INFO : EPOCH 9 - PROGRESS: at 71.30% examples, 725325 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:17,061 : INFO : EPOCH 9 - PROGRESS: at 71.63% examples, 725003 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:18,067 : INFO : EPOCH 9 - PROGRESS: at 71.98% examples, 724717 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:09:19,070 : INFO : EPOCH 9 - PROGRESS: at 72.30% examples, 724468 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:09:20,078 : INFO : EPOCH 9 - PROGRESS: at 72.61% examples, 724199 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:21,079 : INFO : EPOCH 9 - PROGRESS: at 72.92% examples, 723936 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:09:22,086 : INFO : EPOCH 9 - PROGRESS: at 73.25% examples, 723702 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:23,092 : INFO : EPOCH 9 - PROGRESS: at 73.55% examples, 723470 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:09:24,094 : INFO : EPOCH 9 - PROGRESS: at 73.89% examples, 723252 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:25,107 : INFO : EPOCH 9 - PROGRESS: at 74.24% examples, 722971 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:09:26,119 : INFO : EPOCH 9 - PROGRESS: at 74.56% examples, 722752 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:27,134 : INFO : EPOCH 9 - PROGRESS: at 74.88% examples, 722447 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:28,142 : INFO : EPOCH 9 - PROGRESS: at 75.23% examples, 722173 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:29,153 : INFO : EPOCH 9 - PROGRESS: at 75.55% examples, 721924 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:30,155 : INFO : EPOCH 9 - PROGRESS: at 75.89% examples, 721677 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:31,155 : INFO : EPOCH 9 - PROGRESS: at 76.21% examples, 721438 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:32,160 : INFO : EPOCH 9 - PROGRESS: at 76.53% examples, 721229 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:33,165 : INFO : EPOCH 9 - PROGRESS: at 76.87% examples, 721022 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:34,178 : INFO : EPOCH 9 - PROGRESS: at 77.17% examples, 720785 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:35,186 : INFO : EPOCH 9 - PROGRESS: at 77.51% examples, 720522 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:09:36,191 : INFO : EPOCH 9 - PROGRESS: at 77.82% examples, 720341 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:37,202 : INFO : EPOCH 9 - PROGRESS: at 78.15% examples, 720123 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:09:38,204 : INFO : EPOCH 9 - PROGRESS: at 78.47% examples, 719912 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:39,209 : INFO : EPOCH 9 - PROGRESS: at 78.78% examples, 719651 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:40,232 : INFO : EPOCH 9 - PROGRESS: at 79.09% examples, 719443 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:41,232 : INFO : EPOCH 9 - PROGRESS: at 79.44% examples, 719281 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:42,241 : INFO : EPOCH 9 - PROGRESS: at 79.76% examples, 719074 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:43,250 : INFO : EPOCH 9 - PROGRESS: at 80.10% examples, 718798 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:44,253 : INFO : EPOCH 9 - PROGRESS: at 80.41% examples, 718609 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:45,259 : INFO : EPOCH 9 - PROGRESS: at 80.74% examples, 718400 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:46,263 : INFO : EPOCH 9 - PROGRESS: at 81.10% examples, 718173 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:47,266 : INFO : EPOCH 9 - PROGRESS: at 81.41% examples, 717980 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:48,266 : INFO : EPOCH 9 - PROGRESS: at 81.75% examples, 717821 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:09:49,269 : INFO : EPOCH 9 - PROGRESS: at 82.06% examples, 717623 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:09:50,271 : INFO : EPOCH 9 - PROGRESS: at 82.37% examples, 717398 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:51,280 : INFO : EPOCH 9 - PROGRESS: at 82.71% examples, 717207 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:52,283 : INFO : EPOCH 9 - PROGRESS: at 83.04% examples, 717010 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:53,292 : INFO : EPOCH 9 - PROGRESS: at 83.38% examples, 716846 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:54,296 : INFO : EPOCH 9 - PROGRESS: at 83.68% examples, 716658 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:09:55,309 : INFO : EPOCH 9 - PROGRESS: at 84.02% examples, 716440 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:56,319 : INFO : EPOCH 9 - PROGRESS: at 84.35% examples, 716283 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:57,341 : INFO : EPOCH 9 - PROGRESS: at 84.67% examples, 716152 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:58,342 : INFO : EPOCH 9 - PROGRESS: at 85.01% examples, 715961 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:09:59,345 : INFO : EPOCH 9 - PROGRESS: at 85.30% examples, 715782 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:00,362 : INFO : EPOCH 9 - PROGRESS: at 85.64% examples, 715530 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:01,369 : INFO : EPOCH 9 - PROGRESS: at 85.98% examples, 715348 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:02,369 : INFO : EPOCH 9 - PROGRESS: at 86.30% examples, 715143 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:03,374 : INFO : EPOCH 9 - PROGRESS: at 86.63% examples, 714984 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:04,382 : INFO : EPOCH 9 - PROGRESS: at 86.95% examples, 714788 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:10:05,386 : INFO : EPOCH 9 - PROGRESS: at 87.28% examples, 714641 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:06,389 : INFO : EPOCH 9 - PROGRESS: at 87.61% examples, 714450 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:07,401 : INFO : EPOCH 9 - PROGRESS: at 87.95% examples, 714226 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:08,406 : INFO : EPOCH 9 - PROGRESS: at 88.27% examples, 714086 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:09,410 : INFO : EPOCH 9 - PROGRESS: at 88.61% examples, 713876 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:10,415 : INFO : EPOCH 9 - PROGRESS: at 88.94% examples, 713666 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:10:11,416 : INFO : EPOCH 9 - PROGRESS: at 89.25% examples, 713527 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:12,422 : INFO : EPOCH 9 - PROGRESS: at 89.57% examples, 713350 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:13,434 : INFO : EPOCH 9 - PROGRESS: at 89.90% examples, 713172 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:14,438 : INFO : EPOCH 9 - PROGRESS: at 90.24% examples, 713015 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:15,455 : INFO : EPOCH 9 - PROGRESS: at 90.54% examples, 712914 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:16,457 : INFO : EPOCH 9 - PROGRESS: at 90.87% examples, 712756 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:10:17,459 : INFO : EPOCH 9 - PROGRESS: at 91.19% examples, 712616 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:10:18,474 : INFO : EPOCH 9 - PROGRESS: at 91.53% examples, 712434 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:19,504 : INFO : EPOCH 9 - PROGRESS: at 91.83% examples, 712270 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:20,509 : INFO : EPOCH 9 - PROGRESS: at 92.16% examples, 712175 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:21,515 : INFO : EPOCH 9 - PROGRESS: at 92.49% examples, 711940 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:10:22,518 : INFO : EPOCH 9 - PROGRESS: at 92.81% examples, 711787 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:23,519 : INFO : EPOCH 9 - PROGRESS: at 93.08% examples, 711619 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:24,519 : INFO : EPOCH 9 - PROGRESS: at 93.39% examples, 711453 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:25,525 : INFO : EPOCH 9 - PROGRESS: at 93.71% examples, 711297 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:26,527 : INFO : EPOCH 9 - PROGRESS: at 94.03% examples, 711177 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:10:27,535 : INFO : EPOCH 9 - PROGRESS: at 94.35% examples, 710980 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:10:28,536 : INFO : EPOCH 9 - PROGRESS: at 94.69% examples, 710844 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:29,539 : INFO : EPOCH 9 - PROGRESS: at 95.01% examples, 710703 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:30,548 : INFO : EPOCH 9 - PROGRESS: at 95.33% examples, 710599 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:31,550 : INFO : EPOCH 9 - PROGRESS: at 95.64% examples, 710453 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:32,557 : INFO : EPOCH 9 - PROGRESS: at 95.95% examples, 710290 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:33,565 : INFO : EPOCH 9 - PROGRESS: at 96.27% examples, 710135 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:34,565 : INFO : EPOCH 9 - PROGRESS: at 96.60% examples, 710003 words/s, in_qsize 8, out_qsize 1
2020-07-23 19:10:35,569 : INFO : EPOCH 9 - PROGRESS: at 96.91% examples, 709882 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:36,577 : INFO : EPOCH 9 - PROGRESS: at 97.23% examples, 709780 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:37,579 : INFO : EPOCH 9 - PROGRESS: at 97.57% examples, 709658 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:38,595 : INFO : EPOCH 9 - PROGRESS: at 97.94% examples, 709492 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:39,606 : INFO : EPOCH 9 - PROGRESS: at 98.27% examples, 709351 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:40,612 : INFO : EPOCH 9 - PROGRESS: at 98.59% examples, 709201 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:10:41,613 : INFO : EPOCH 9 - PROGRESS: at 98.90% examples, 709125 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:42,623 : INFO : EPOCH 9 - PROGRESS: at 99.24% examples, 708972 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:10:43,624 : INFO : EPOCH 9 - PROGRESS: at 99.55% examples, 708876 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:44,634 : INFO : EPOCH 9 - PROGRESS: at 99.88% examples, 708720 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:45,027 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 19:10:45,037 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 19:10:45,041 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 19:10:45,042 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 19:10:45,042 : INFO : EPOCH - 9 : training on 266682872 raw words (207295982 effective words) took 292.5s, 708723 effective words/s
2020-07-23 19:10:46,057 : INFO : EPOCH 10 - PROGRESS: at 0.32% examples, 655292 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:10:47,065 : INFO : EPOCH 10 - PROGRESS: at 0.66% examples, 659984 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:48,079 : INFO : EPOCH 10 - PROGRESS: at 1.01% examples, 658932 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:49,086 : INFO : EPOCH 10 - PROGRESS: at 1.32% examples, 664507 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:50,095 : INFO : EPOCH 10 - PROGRESS: at 1.64% examples, 665638 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:51,095 : INFO : EPOCH 10 - PROGRESS: at 1.97% examples, 667378 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:52,104 : INFO : EPOCH 10 - PROGRESS: at 2.31% examples, 666742 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:53,114 : INFO : EPOCH 10 - PROGRESS: at 2.62% examples, 667442 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:10:54,120 : INFO : EPOCH 10 - PROGRESS: at 2.91% examples, 667755 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:55,129 : INFO : EPOCH 10 - PROGRESS: at 3.22% examples, 668530 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:56,139 : INFO : EPOCH 10 - PROGRESS: at 3.56% examples, 668778 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:57,146 : INFO : EPOCH 10 - PROGRESS: at 3.89% examples, 668345 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:58,150 : INFO : EPOCH 10 - PROGRESS: at 4.24% examples, 668185 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:10:59,155 : INFO : EPOCH 10 - PROGRESS: at 4.56% examples, 668778 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:00,161 : INFO : EPOCH 10 - PROGRESS: at 4.90% examples, 668479 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:01,180 : INFO : EPOCH 10 - PROGRESS: at 5.23% examples, 668460 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:02,184 : INFO : EPOCH 10 - PROGRESS: at 5.56% examples, 668712 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:03,195 : INFO : EPOCH 10 - PROGRESS: at 5.88% examples, 668989 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:04,196 : INFO : EPOCH 10 - PROGRESS: at 6.23% examples, 669639 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:05,203 : INFO : EPOCH 10 - PROGRESS: at 6.53% examples, 669258 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:11:06,204 : INFO : EPOCH 10 - PROGRESS: at 6.85% examples, 669424 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:07,206 : INFO : EPOCH 10 - PROGRESS: at 7.17% examples, 670028 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:08,212 : INFO : EPOCH 10 - PROGRESS: at 7.49% examples, 670129 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:09,224 : INFO : EPOCH 10 - PROGRESS: at 7.81% examples, 669863 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:10,244 : INFO : EPOCH 10 - PROGRESS: at 8.13% examples, 670042 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:11,253 : INFO : EPOCH 10 - PROGRESS: at 8.45% examples, 669903 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:12,254 : INFO : EPOCH 10 - PROGRESS: at 8.81% examples, 670066 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:13,264 : INFO : EPOCH 10 - PROGRESS: at 9.11% examples, 670011 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:14,266 : INFO : EPOCH 10 - PROGRESS: at 9.45% examples, 670345 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:15,270 : INFO : EPOCH 10 - PROGRESS: at 9.76% examples, 670228 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:16,291 : INFO : EPOCH 10 - PROGRESS: at 10.08% examples, 670125 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:17,311 : INFO : EPOCH 10 - PROGRESS: at 10.38% examples, 670529 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:18,313 : INFO : EPOCH 10 - PROGRESS: at 10.75% examples, 669944 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:19,314 : INFO : EPOCH 10 - PROGRESS: at 11.07% examples, 670148 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:20,330 : INFO : EPOCH 10 - PROGRESS: at 11.38% examples, 670081 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:21,344 : INFO : EPOCH 10 - PROGRESS: at 11.71% examples, 670067 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:22,352 : INFO : EPOCH 10 - PROGRESS: at 12.02% examples, 670094 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:11:23,361 : INFO : EPOCH 10 - PROGRESS: at 12.35% examples, 670172 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:24,365 : INFO : EPOCH 10 - PROGRESS: at 12.66% examples, 670443 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:25,366 : INFO : EPOCH 10 - PROGRESS: at 12.98% examples, 670191 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:11:26,371 : INFO : EPOCH 10 - PROGRESS: at 13.30% examples, 670289 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:27,382 : INFO : EPOCH 10 - PROGRESS: at 13.62% examples, 670288 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:28,390 : INFO : EPOCH 10 - PROGRESS: at 13.93% examples, 670565 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:29,396 : INFO : EPOCH 10 - PROGRESS: at 14.28% examples, 670393 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:30,398 : INFO : EPOCH 10 - PROGRESS: at 14.62% examples, 670355 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:31,418 : INFO : EPOCH 10 - PROGRESS: at 14.92% examples, 670239 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:32,418 : INFO : EPOCH 10 - PROGRESS: at 15.25% examples, 670436 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:33,426 : INFO : EPOCH 10 - PROGRESS: at 15.59% examples, 670193 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:34,432 : INFO : EPOCH 10 - PROGRESS: at 15.93% examples, 670313 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:35,446 : INFO : EPOCH 10 - PROGRESS: at 16.27% examples, 670168 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:36,465 : INFO : EPOCH 10 - PROGRESS: at 16.62% examples, 670137 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:37,468 : INFO : EPOCH 10 - PROGRESS: at 16.93% examples, 670045 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:38,468 : INFO : EPOCH 10 - PROGRESS: at 17.23% examples, 669666 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:39,476 : INFO : EPOCH 10 - PROGRESS: at 17.55% examples, 669045 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:40,489 : INFO : EPOCH 10 - PROGRESS: at 17.82% examples, 667645 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:41,494 : INFO : EPOCH 10 - PROGRESS: at 18.16% examples, 667966 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:42,513 : INFO : EPOCH 10 - PROGRESS: at 18.49% examples, 669316 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:43,516 : INFO : EPOCH 10 - PROGRESS: at 18.85% examples, 670664 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:44,526 : INFO : EPOCH 10 - PROGRESS: at 19.21% examples, 671579 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:45,548 : INFO : EPOCH 10 - PROGRESS: at 19.58% examples, 672666 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:46,555 : INFO : EPOCH 10 - PROGRESS: at 19.95% examples, 673728 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:47,557 : INFO : EPOCH 10 - PROGRESS: at 20.33% examples, 674708 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:48,563 : INFO : EPOCH 10 - PROGRESS: at 20.70% examples, 675619 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:49,578 : INFO : EPOCH 10 - PROGRESS: at 21.07% examples, 676604 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:50,581 : INFO : EPOCH 10 - PROGRESS: at 21.42% examples, 677755 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:51,582 : INFO : EPOCH 10 - PROGRESS: at 21.80% examples, 678667 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:52,590 : INFO : EPOCH 10 - PROGRESS: at 22.16% examples, 679482 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:53,592 : INFO : EPOCH 10 - PROGRESS: at 22.50% examples, 680518 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:11:54,596 : INFO : EPOCH 10 - PROGRESS: at 22.85% examples, 681322 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:55,611 : INFO : EPOCH 10 - PROGRESS: at 23.22% examples, 682089 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:56,613 : INFO : EPOCH 10 - PROGRESS: at 23.58% examples, 682983 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:57,625 : INFO : EPOCH 10 - PROGRESS: at 23.92% examples, 683788 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:11:58,630 : INFO : EPOCH 10 - PROGRESS: at 24.29% examples, 684332 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:11:59,634 : INFO : EPOCH 10 - PROGRESS: at 24.67% examples, 684995 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:00,643 : INFO : EPOCH 10 - PROGRESS: at 25.04% examples, 685552 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:01,647 : INFO : EPOCH 10 - PROGRESS: at 25.41% examples, 686334 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:02,648 : INFO : EPOCH 10 - PROGRESS: at 25.77% examples, 687023 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:03,656 : INFO : EPOCH 10 - PROGRESS: at 26.14% examples, 687657 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:04,659 : INFO : EPOCH 10 - PROGRESS: at 26.51% examples, 688220 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:12:05,668 : INFO : EPOCH 10 - PROGRESS: at 26.87% examples, 688804 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:06,675 : INFO : EPOCH 10 - PROGRESS: at 27.25% examples, 689330 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:07,679 : INFO : EPOCH 10 - PROGRESS: at 27.62% examples, 690046 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:08,692 : INFO : EPOCH 10 - PROGRESS: at 27.96% examples, 690626 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:09,704 : INFO : EPOCH 10 - PROGRESS: at 28.32% examples, 691208 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:10,710 : INFO : EPOCH 10 - PROGRESS: at 28.67% examples, 691706 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:11,718 : INFO : EPOCH 10 - PROGRESS: at 29.02% examples, 692137 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:12,720 : INFO : EPOCH 10 - PROGRESS: at 29.37% examples, 692822 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:12:13,729 : INFO : EPOCH 10 - PROGRESS: at 29.72% examples, 693181 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:14,734 : INFO : EPOCH 10 - PROGRESS: at 30.05% examples, 693800 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:15,741 : INFO : EPOCH 10 - PROGRESS: at 30.41% examples, 694228 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:16,767 : INFO : EPOCH 10 - PROGRESS: at 30.77% examples, 694679 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:17,768 : INFO : EPOCH 10 - PROGRESS: at 31.14% examples, 695181 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:18,779 : INFO : EPOCH 10 - PROGRESS: at 31.53% examples, 695547 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:19,788 : INFO : EPOCH 10 - PROGRESS: at 31.88% examples, 696080 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:20,794 : INFO : EPOCH 10 - PROGRESS: at 32.23% examples, 696394 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:21,799 : INFO : EPOCH 10 - PROGRESS: at 32.58% examples, 696815 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:22,818 : INFO : EPOCH 10 - PROGRESS: at 32.92% examples, 697249 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:23,841 : INFO : EPOCH 10 - PROGRESS: at 33.28% examples, 697699 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:24,844 : INFO : EPOCH 10 - PROGRESS: at 33.64% examples, 698250 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:25,848 : INFO : EPOCH 10 - PROGRESS: at 33.99% examples, 698551 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:26,864 : INFO : EPOCH 10 - PROGRESS: at 34.38% examples, 698814 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:27,864 : INFO : EPOCH 10 - PROGRESS: at 34.73% examples, 699248 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:28,869 : INFO : EPOCH 10 - PROGRESS: at 35.07% examples, 699552 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:29,875 : INFO : EPOCH 10 - PROGRESS: at 35.44% examples, 699887 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:30,879 : INFO : EPOCH 10 - PROGRESS: at 35.79% examples, 700328 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:31,897 : INFO : EPOCH 10 - PROGRESS: at 36.16% examples, 700510 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:12:32,904 : INFO : EPOCH 10 - PROGRESS: at 36.52% examples, 700917 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:33,917 : INFO : EPOCH 10 - PROGRESS: at 36.92% examples, 701181 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:34,922 : INFO : EPOCH 10 - PROGRESS: at 37.28% examples, 701510 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:35,925 : INFO : EPOCH 10 - PROGRESS: at 37.65% examples, 701816 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:36,932 : INFO : EPOCH 10 - PROGRESS: at 38.00% examples, 702198 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:37,943 : INFO : EPOCH 10 - PROGRESS: at 38.36% examples, 702401 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:38,943 : INFO : EPOCH 10 - PROGRESS: at 38.71% examples, 702746 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:12:39,944 : INFO : EPOCH 10 - PROGRESS: at 39.06% examples, 703061 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:40,944 : INFO : EPOCH 10 - PROGRESS: at 39.41% examples, 703301 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:41,946 : INFO : EPOCH 10 - PROGRESS: at 39.77% examples, 703695 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:42,963 : INFO : EPOCH 10 - PROGRESS: at 40.13% examples, 703908 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:43,968 : INFO : EPOCH 10 - PROGRESS: at 40.48% examples, 704212 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:44,973 : INFO : EPOCH 10 - PROGRESS: at 40.84% examples, 704564 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:45,987 : INFO : EPOCH 10 - PROGRESS: at 41.20% examples, 704838 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:46,994 : INFO : EPOCH 10 - PROGRESS: at 41.55% examples, 705125 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:48,000 : INFO : EPOCH 10 - PROGRESS: at 41.92% examples, 705372 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:49,004 : INFO : EPOCH 10 - PROGRESS: at 42.29% examples, 705547 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:50,005 : INFO : EPOCH 10 - PROGRESS: at 42.64% examples, 705822 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:51,006 : INFO : EPOCH 10 - PROGRESS: at 43.01% examples, 706124 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:52,013 : INFO : EPOCH 10 - PROGRESS: at 43.34% examples, 706392 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:53,024 : INFO : EPOCH 10 - PROGRESS: at 43.71% examples, 706575 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:54,041 : INFO : EPOCH 10 - PROGRESS: at 44.05% examples, 706932 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:55,049 : INFO : EPOCH 10 - PROGRESS: at 44.39% examples, 707144 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:12:56,063 : INFO : EPOCH 10 - PROGRESS: at 44.75% examples, 707329 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:12:57,063 : INFO : EPOCH 10 - PROGRESS: at 45.10% examples, 707563 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:58,070 : INFO : EPOCH 10 - PROGRESS: at 45.46% examples, 707859 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:12:59,080 : INFO : EPOCH 10 - PROGRESS: at 45.81% examples, 707972 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:00,081 : INFO : EPOCH 10 - PROGRESS: at 46.20% examples, 708142 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:01,081 : INFO : EPOCH 10 - PROGRESS: at 46.55% examples, 708393 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:02,082 : INFO : EPOCH 10 - PROGRESS: at 46.90% examples, 708580 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:03,106 : INFO : EPOCH 10 - PROGRESS: at 47.26% examples, 708716 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:04,108 : INFO : EPOCH 10 - PROGRESS: at 47.63% examples, 708880 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:13:05,112 : INFO : EPOCH 10 - PROGRESS: at 47.99% examples, 709107 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:13:06,127 : INFO : EPOCH 10 - PROGRESS: at 48.36% examples, 709262 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:07,131 : INFO : EPOCH 10 - PROGRESS: at 48.69% examples, 709486 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:08,138 : INFO : EPOCH 10 - PROGRESS: at 49.03% examples, 709697 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:13:09,143 : INFO : EPOCH 10 - PROGRESS: at 49.39% examples, 709903 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:10,159 : INFO : EPOCH 10 - PROGRESS: at 49.75% examples, 710053 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:11,162 : INFO : EPOCH 10 - PROGRESS: at 50.14% examples, 710255 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:12,170 : INFO : EPOCH 10 - PROGRESS: at 50.50% examples, 710360 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:13,170 : INFO : EPOCH 10 - PROGRESS: at 50.84% examples, 710564 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:14,175 : INFO : EPOCH 10 - PROGRESS: at 51.19% examples, 710783 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:15,185 : INFO : EPOCH 10 - PROGRESS: at 51.54% examples, 710908 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:16,192 : INFO : EPOCH 10 - PROGRESS: at 51.91% examples, 711204 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:17,204 : INFO : EPOCH 10 - PROGRESS: at 52.26% examples, 711352 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:18,207 : INFO : EPOCH 10 - PROGRESS: at 52.61% examples, 711514 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:19,218 : INFO : EPOCH 10 - PROGRESS: at 52.98% examples, 711660 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:20,218 : INFO : EPOCH 10 - PROGRESS: at 53.36% examples, 711805 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:13:21,219 : INFO : EPOCH 10 - PROGRESS: at 53.69% examples, 711968 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:22,225 : INFO : EPOCH 10 - PROGRESS: at 54.04% examples, 712113 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:23,227 : INFO : EPOCH 10 - PROGRESS: at 54.40% examples, 712331 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:24,238 : INFO : EPOCH 10 - PROGRESS: at 54.76% examples, 712425 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:25,239 : INFO : EPOCH 10 - PROGRESS: at 55.10% examples, 712639 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:26,240 : INFO : EPOCH 10 - PROGRESS: at 55.46% examples, 712831 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:27,248 : INFO : EPOCH 10 - PROGRESS: at 55.82% examples, 712990 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:28,260 : INFO : EPOCH 10 - PROGRESS: at 56.21% examples, 713107 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:29,277 : INFO : EPOCH 10 - PROGRESS: at 56.57% examples, 713220 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:30,286 : INFO : EPOCH 10 - PROGRESS: at 56.91% examples, 713389 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:31,287 : INFO : EPOCH 10 - PROGRESS: at 57.26% examples, 713565 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:32,290 : INFO : EPOCH 10 - PROGRESS: at 57.62% examples, 713662 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:33,292 : INFO : EPOCH 10 - PROGRESS: at 57.99% examples, 713747 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:34,292 : INFO : EPOCH 10 - PROGRESS: at 58.31% examples, 713858 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:35,296 : INFO : EPOCH 10 - PROGRESS: at 58.68% examples, 714042 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:36,304 : INFO : EPOCH 10 - PROGRESS: at 59.05% examples, 714137 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:13:37,307 : INFO : EPOCH 10 - PROGRESS: at 59.41% examples, 714322 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:13:38,314 : INFO : EPOCH 10 - PROGRESS: at 59.80% examples, 714442 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:39,318 : INFO : EPOCH 10 - PROGRESS: at 60.14% examples, 714534 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:40,322 : INFO : EPOCH 10 - PROGRESS: at 60.49% examples, 714720 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:41,323 : INFO : EPOCH 10 - PROGRESS: at 60.85% examples, 714841 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:42,330 : INFO : EPOCH 10 - PROGRESS: at 61.22% examples, 714997 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:43,333 : INFO : EPOCH 10 - PROGRESS: at 61.58% examples, 715114 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:44,336 : INFO : EPOCH 10 - PROGRESS: at 61.91% examples, 715276 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:45,358 : INFO : EPOCH 10 - PROGRESS: at 62.28% examples, 715341 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:46,371 : INFO : EPOCH 10 - PROGRESS: at 62.64% examples, 715466 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:47,376 : INFO : EPOCH 10 - PROGRESS: at 62.99% examples, 715608 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:48,388 : INFO : EPOCH 10 - PROGRESS: at 63.35% examples, 715679 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:49,390 : INFO : EPOCH 10 - PROGRESS: at 63.70% examples, 715807 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:50,392 : INFO : EPOCH 10 - PROGRESS: at 64.09% examples, 715929 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:13:51,397 : INFO : EPOCH 10 - PROGRESS: at 64.46% examples, 715961 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:52,420 : INFO : EPOCH 10 - PROGRESS: at 64.82% examples, 716090 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:13:53,420 : INFO : EPOCH 10 - PROGRESS: at 65.20% examples, 716237 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:54,438 : INFO : EPOCH 10 - PROGRESS: at 65.54% examples, 716331 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:55,456 : INFO : EPOCH 10 - PROGRESS: at 65.89% examples, 716457 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:56,471 : INFO : EPOCH 10 - PROGRESS: at 66.27% examples, 716583 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:57,474 : INFO : EPOCH 10 - PROGRESS: at 66.62% examples, 716682 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:13:58,484 : INFO : EPOCH 10 - PROGRESS: at 66.97% examples, 716741 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:13:59,486 : INFO : EPOCH 10 - PROGRESS: at 67.31% examples, 716862 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:00,487 : INFO : EPOCH 10 - PROGRESS: at 67.67% examples, 716931 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:14:01,493 : INFO : EPOCH 10 - PROGRESS: at 68.04% examples, 716990 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:14:02,498 : INFO : EPOCH 10 - PROGRESS: at 68.40% examples, 717110 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:14:03,505 : INFO : EPOCH 10 - PROGRESS: at 68.78% examples, 717172 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:04,511 : INFO : EPOCH 10 - PROGRESS: at 69.13% examples, 717299 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:05,517 : INFO : EPOCH 10 - PROGRESS: at 69.45% examples, 717438 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:14:06,521 : INFO : EPOCH 10 - PROGRESS: at 69.80% examples, 717576 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:07,530 : INFO : EPOCH 10 - PROGRESS: at 70.18% examples, 717661 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:08,534 : INFO : EPOCH 10 - PROGRESS: at 70.54% examples, 717763 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:09,545 : INFO : EPOCH 10 - PROGRESS: at 70.91% examples, 717870 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:10,561 : INFO : EPOCH 10 - PROGRESS: at 71.28% examples, 717944 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:11,564 : INFO : EPOCH 10 - PROGRESS: at 71.64% examples, 718078 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:12,571 : INFO : EPOCH 10 - PROGRESS: at 72.02% examples, 718076 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:13,577 : INFO : EPOCH 10 - PROGRESS: at 72.37% examples, 718209 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:14,595 : INFO : EPOCH 10 - PROGRESS: at 72.71% examples, 718315 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:15,604 : INFO : EPOCH 10 - PROGRESS: at 73.05% examples, 718380 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:16,615 : INFO : EPOCH 10 - PROGRESS: at 73.41% examples, 718504 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:17,625 : INFO : EPOCH 10 - PROGRESS: at 73.77% examples, 718585 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:18,635 : INFO : EPOCH 10 - PROGRESS: at 74.12% examples, 718579 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:19,642 : INFO : EPOCH 10 - PROGRESS: at 74.49% examples, 718554 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:20,647 : INFO : EPOCH 10 - PROGRESS: at 74.78% examples, 718221 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:21,647 : INFO : EPOCH 10 - PROGRESS: at 75.13% examples, 717982 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:22,650 : INFO : EPOCH 10 - PROGRESS: at 75.50% examples, 718066 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:23,661 : INFO : EPOCH 10 - PROGRESS: at 75.87% examples, 718151 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:24,667 : INFO : EPOCH 10 - PROGRESS: at 76.22% examples, 718217 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:25,674 : INFO : EPOCH 10 - PROGRESS: at 76.57% examples, 718390 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:26,697 : INFO : EPOCH 10 - PROGRESS: at 76.94% examples, 718473 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:27,727 : INFO : EPOCH 10 - PROGRESS: at 77.30% examples, 718565 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:28,743 : INFO : EPOCH 10 - PROGRESS: at 77.66% examples, 718680 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:14:29,752 : INFO : EPOCH 10 - PROGRESS: at 78.03% examples, 718767 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:14:30,760 : INFO : EPOCH 10 - PROGRESS: at 78.39% examples, 718882 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:31,763 : INFO : EPOCH 10 - PROGRESS: at 78.73% examples, 718985 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:32,763 : INFO : EPOCH 10 - PROGRESS: at 79.07% examples, 719120 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:33,769 : INFO : EPOCH 10 - PROGRESS: at 79.44% examples, 719162 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:34,771 : INFO : EPOCH 10 - PROGRESS: at 79.79% examples, 719219 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:35,781 : INFO : EPOCH 10 - PROGRESS: at 80.13% examples, 718958 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:36,783 : INFO : EPOCH 10 - PROGRESS: at 80.44% examples, 718759 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:37,784 : INFO : EPOCH 10 - PROGRESS: at 80.77% examples, 718536 words/s, in_qsize 8, out_qsize 1
2020-07-23 19:14:38,812 : INFO : EPOCH 10 - PROGRESS: at 81.13% examples, 718294 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:39,821 : INFO : EPOCH 10 - PROGRESS: at 81.45% examples, 718144 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:40,822 : INFO : EPOCH 10 - PROGRESS: at 81.77% examples, 717944 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:14:41,837 : INFO : EPOCH 10 - PROGRESS: at 82.09% examples, 717773 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:42,838 : INFO : EPOCH 10 - PROGRESS: at 82.41% examples, 717573 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:43,840 : INFO : EPOCH 10 - PROGRESS: at 82.75% examples, 717345 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:14:44,870 : INFO : EPOCH 10 - PROGRESS: at 83.09% examples, 717124 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:45,887 : INFO : EPOCH 10 - PROGRESS: at 83.43% examples, 716971 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:46,891 : INFO : EPOCH 10 - PROGRESS: at 83.73% examples, 716868 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:47,892 : INFO : EPOCH 10 - PROGRESS: at 84.07% examples, 716649 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:48,906 : INFO : EPOCH 10 - PROGRESS: at 84.39% examples, 716447 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:49,926 : INFO : EPOCH 10 - PROGRESS: at 84.71% examples, 716275 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:14:50,943 : INFO : EPOCH 10 - PROGRESS: at 85.06% examples, 716093 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:51,959 : INFO : EPOCH 10 - PROGRESS: at 85.37% examples, 715903 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:52,963 : INFO : EPOCH 10 - PROGRESS: at 85.71% examples, 715750 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:53,972 : INFO : EPOCH 10 - PROGRESS: at 86.04% examples, 715568 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:54,975 : INFO : EPOCH 10 - PROGRESS: at 86.37% examples, 715404 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:55,977 : INFO : EPOCH 10 - PROGRESS: at 86.68% examples, 715203 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:56,989 : INFO : EPOCH 10 - PROGRESS: at 87.01% examples, 715025 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:57,993 : INFO : EPOCH 10 - PROGRESS: at 87.34% examples, 714828 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:14:59,007 : INFO : EPOCH 10 - PROGRESS: at 87.68% examples, 714646 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:00,008 : INFO : EPOCH 10 - PROGRESS: at 88.01% examples, 714440 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:15:01,012 : INFO : EPOCH 10 - PROGRESS: at 88.33% examples, 714268 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:02,016 : INFO : EPOCH 10 - PROGRESS: at 88.67% examples, 714066 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:03,018 : INFO : EPOCH 10 - PROGRESS: at 89.00% examples, 713887 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:04,029 : INFO : EPOCH 10 - PROGRESS: at 89.30% examples, 713714 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:05,031 : INFO : EPOCH 10 - PROGRESS: at 89.63% examples, 713535 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:06,031 : INFO : EPOCH 10 - PROGRESS: at 89.97% examples, 713396 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:07,037 : INFO : EPOCH 10 - PROGRESS: at 90.30% examples, 713242 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:08,043 : INFO : EPOCH 10 - PROGRESS: at 90.60% examples, 713119 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:09,048 : INFO : EPOCH 10 - PROGRESS: at 90.92% examples, 712935 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:10,049 : INFO : EPOCH 10 - PROGRESS: at 91.25% examples, 712775 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:11,054 : INFO : EPOCH 10 - PROGRESS: at 91.57% examples, 712639 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:12,065 : INFO : EPOCH 10 - PROGRESS: at 91.88% examples, 712448 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:13,076 : INFO : EPOCH 10 - PROGRESS: at 92.20% examples, 712271 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:14,078 : INFO : EPOCH 10 - PROGRESS: at 92.53% examples, 712126 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:15,090 : INFO : EPOCH 10 - PROGRESS: at 92.86% examples, 711952 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:15:16,103 : INFO : EPOCH 10 - PROGRESS: at 93.13% examples, 711839 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:17,114 : INFO : EPOCH 10 - PROGRESS: at 93.46% examples, 711698 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:18,130 : INFO : EPOCH 10 - PROGRESS: at 93.78% examples, 711515 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:15:19,132 : INFO : EPOCH 10 - PROGRESS: at 94.09% examples, 711348 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:20,137 : INFO : EPOCH 10 - PROGRESS: at 94.42% examples, 711213 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:21,137 : INFO : EPOCH 10 - PROGRESS: at 94.75% examples, 711064 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:15:22,144 : INFO : EPOCH 10 - PROGRESS: at 95.06% examples, 710903 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:23,149 : INFO : EPOCH 10 - PROGRESS: at 95.38% examples, 710803 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:24,152 : INFO : EPOCH 10 - PROGRESS: at 95.70% examples, 710619 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:25,162 : INFO : EPOCH 10 - PROGRESS: at 96.00% examples, 710449 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:26,169 : INFO : EPOCH 10 - PROGRESS: at 96.33% examples, 710293 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:27,179 : INFO : EPOCH 10 - PROGRESS: at 96.66% examples, 710168 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:28,179 : INFO : EPOCH 10 - PROGRESS: at 96.96% examples, 710072 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:29,190 : INFO : EPOCH 10 - PROGRESS: at 97.28% examples, 709905 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:30,195 : INFO : EPOCH 10 - PROGRESS: at 97.63% examples, 709735 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:31,197 : INFO : EPOCH 10 - PROGRESS: at 97.99% examples, 709639 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:32,204 : INFO : EPOCH 10 - PROGRESS: at 98.32% examples, 709489 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:33,215 : INFO : EPOCH 10 - PROGRESS: at 98.64% examples, 709335 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:34,220 : INFO : EPOCH 10 - PROGRESS: at 98.95% examples, 709207 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:35,230 : INFO : EPOCH 10 - PROGRESS: at 99.29% examples, 709077 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:36,233 : INFO : EPOCH 10 - PROGRESS: at 99.61% examples, 708949 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:15:37,235 : INFO : EPOCH 10 - PROGRESS: at 99.92% examples, 708775 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:37,494 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 19:15:37,500 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 19:15:37,509 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 19:15:37,519 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 19:15:37,520 : INFO : EPOCH - 10 : training on 266682872 raw words (207296832 effective words) took 292.5s, 708778 effective words/s
2020-07-23 19:15:38,544 : INFO : EPOCH 11 - PROGRESS: at 0.32% examples, 648823 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:39,557 : INFO : EPOCH 11 - PROGRESS: at 0.66% examples, 655141 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:40,568 : INFO : EPOCH 11 - PROGRESS: at 1.01% examples, 658728 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:41,578 : INFO : EPOCH 11 - PROGRESS: at 1.32% examples, 662090 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:42,580 : INFO : EPOCH 11 - PROGRESS: at 1.64% examples, 664453 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:43,593 : INFO : EPOCH 11 - PROGRESS: at 1.98% examples, 667569 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:44,608 : INFO : EPOCH 11 - PROGRESS: at 2.32% examples, 666637 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:45,610 : INFO : EPOCH 11 - PROGRESS: at 2.63% examples, 667667 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:46,619 : INFO : EPOCH 11 - PROGRESS: at 2.92% examples, 668778 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:47,632 : INFO : EPOCH 11 - PROGRESS: at 3.24% examples, 669655 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:48,644 : INFO : EPOCH 11 - PROGRESS: at 3.57% examples, 669139 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:15:49,646 : INFO : EPOCH 11 - PROGRESS: at 3.91% examples, 670204 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:50,653 : INFO : EPOCH 11 - PROGRESS: at 4.25% examples, 669092 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:51,654 : INFO : EPOCH 11 - PROGRESS: at 4.57% examples, 669427 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:52,665 : INFO : EPOCH 11 - PROGRESS: at 4.91% examples, 669811 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:53,678 : INFO : EPOCH 11 - PROGRESS: at 5.25% examples, 669432 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:15:54,679 : INFO : EPOCH 11 - PROGRESS: at 5.58% examples, 669827 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:55,684 : INFO : EPOCH 11 - PROGRESS: at 5.90% examples, 670495 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:56,687 : INFO : EPOCH 11 - PROGRESS: at 6.25% examples, 670818 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:57,689 : INFO : EPOCH 11 - PROGRESS: at 6.55% examples, 670782 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:58,689 : INFO : EPOCH 11 - PROGRESS: at 6.87% examples, 671010 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:15:59,696 : INFO : EPOCH 11 - PROGRESS: at 7.19% examples, 671209 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:00,706 : INFO : EPOCH 11 - PROGRESS: at 7.51% examples, 671019 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:01,712 : INFO : EPOCH 11 - PROGRESS: at 7.83% examples, 670921 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:02,718 : INFO : EPOCH 11 - PROGRESS: at 8.14% examples, 671016 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:03,727 : INFO : EPOCH 11 - PROGRESS: at 8.46% examples, 670966 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:04,735 : INFO : EPOCH 11 - PROGRESS: at 8.82% examples, 670625 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:05,749 : INFO : EPOCH 11 - PROGRESS: at 9.12% examples, 670848 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:06,750 : INFO : EPOCH 11 - PROGRESS: at 9.45% examples, 671001 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:07,753 : INFO : EPOCH 11 - PROGRESS: at 9.77% examples, 671220 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:08,757 : INFO : EPOCH 11 - PROGRESS: at 10.10% examples, 671471 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:09,760 : INFO : EPOCH 11 - PROGRESS: at 10.40% examples, 672085 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:10,762 : INFO : EPOCH 11 - PROGRESS: at 10.76% examples, 671407 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:11,782 : INFO : EPOCH 11 - PROGRESS: at 11.08% examples, 671299 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:12,793 : INFO : EPOCH 11 - PROGRESS: at 11.40% examples, 671898 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:13,804 : INFO : EPOCH 11 - PROGRESS: at 11.73% examples, 671644 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:14,809 : INFO : EPOCH 11 - PROGRESS: at 12.05% examples, 672015 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:15,810 : INFO : EPOCH 11 - PROGRESS: at 12.38% examples, 672172 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:16,821 : INFO : EPOCH 11 - PROGRESS: at 12.69% examples, 672342 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:17,830 : INFO : EPOCH 11 - PROGRESS: at 13.01% examples, 672365 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:18,830 : INFO : EPOCH 11 - PROGRESS: at 13.33% examples, 672255 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:19,846 : INFO : EPOCH 11 - PROGRESS: at 13.65% examples, 672068 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:20,858 : INFO : EPOCH 11 - PROGRESS: at 13.96% examples, 672315 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:21,870 : INFO : EPOCH 11 - PROGRESS: at 14.32% examples, 672301 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:22,877 : INFO : EPOCH 11 - PROGRESS: at 14.67% examples, 672280 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:23,889 : INFO : EPOCH 11 - PROGRESS: at 14.96% examples, 672168 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:24,894 : INFO : EPOCH 11 - PROGRESS: at 15.30% examples, 672531 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:25,902 : INFO : EPOCH 11 - PROGRESS: at 15.65% examples, 672422 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:26,908 : INFO : EPOCH 11 - PROGRESS: at 15.99% examples, 672457 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:27,919 : INFO : EPOCH 11 - PROGRESS: at 16.33% examples, 672542 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:16:28,935 : INFO : EPOCH 11 - PROGRESS: at 16.68% examples, 672427 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:29,946 : INFO : EPOCH 11 - PROGRESS: at 17.00% examples, 672531 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:30,961 : INFO : EPOCH 11 - PROGRESS: at 17.31% examples, 672571 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:16:31,969 : INFO : EPOCH 11 - PROGRESS: at 17.63% examples, 672545 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:32,978 : INFO : EPOCH 11 - PROGRESS: at 17.98% examples, 672742 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:33,985 : INFO : EPOCH 11 - PROGRESS: at 18.27% examples, 672975 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:16:34,994 : INFO : EPOCH 11 - PROGRESS: at 18.59% examples, 673081 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:16:36,000 : INFO : EPOCH 11 - PROGRESS: at 18.91% examples, 673050 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:37,019 : INFO : EPOCH 11 - PROGRESS: at 19.26% examples, 672919 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:38,020 : INFO : EPOCH 11 - PROGRESS: at 19.58% examples, 673012 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:16:39,026 : INFO : EPOCH 11 - PROGRESS: at 19.93% examples, 673073 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:16:40,030 : INFO : EPOCH 11 - PROGRESS: at 20.28% examples, 672939 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:41,047 : INFO : EPOCH 11 - PROGRESS: at 20.62% examples, 672904 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:42,066 : INFO : EPOCH 11 - PROGRESS: at 20.96% examples, 673005 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:16:43,076 : INFO : EPOCH 11 - PROGRESS: at 21.29% examples, 673163 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:44,085 : INFO : EPOCH 11 - PROGRESS: at 21.63% examples, 673058 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:16:45,102 : INFO : EPOCH 11 - PROGRESS: at 21.98% examples, 673097 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:46,113 : INFO : EPOCH 11 - PROGRESS: at 22.28% examples, 673184 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:47,119 : INFO : EPOCH 11 - PROGRESS: at 22.59% examples, 673295 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:48,132 : INFO : EPOCH 11 - PROGRESS: at 22.93% examples, 673314 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:49,134 : INFO : EPOCH 11 - PROGRESS: at 23.25% examples, 673246 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:50,136 : INFO : EPOCH 11 - PROGRESS: at 23.58% examples, 673274 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:51,146 : INFO : EPOCH 11 - PROGRESS: at 23.89% examples, 673402 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:16:52,157 : INFO : EPOCH 11 - PROGRESS: at 24.23% examples, 673379 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:53,172 : INFO : EPOCH 11 - PROGRESS: at 24.60% examples, 673340 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:54,183 : INFO : EPOCH 11 - PROGRESS: at 24.93% examples, 673343 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:16:55,194 : INFO : EPOCH 11 - PROGRESS: at 25.28% examples, 673296 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:56,214 : INFO : EPOCH 11 - PROGRESS: at 25.59% examples, 673221 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:16:57,215 : INFO : EPOCH 11 - PROGRESS: at 25.93% examples, 673268 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:58,223 : INFO : EPOCH 11 - PROGRESS: at 26.26% examples, 673046 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:16:59,230 : INFO : EPOCH 11 - PROGRESS: at 26.60% examples, 672609 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:00,252 : INFO : EPOCH 11 - PROGRESS: at 26.90% examples, 671944 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:01,253 : INFO : EPOCH 11 - PROGRESS: at 27.23% examples, 671430 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:02,264 : INFO : EPOCH 11 - PROGRESS: at 27.58% examples, 672289 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:03,275 : INFO : EPOCH 11 - PROGRESS: at 27.94% examples, 673015 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:04,277 : INFO : EPOCH 11 - PROGRESS: at 28.29% examples, 673924 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:05,282 : INFO : EPOCH 11 - PROGRESS: at 28.65% examples, 674707 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:06,286 : INFO : EPOCH 11 - PROGRESS: at 29.00% examples, 675476 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:07,295 : INFO : EPOCH 11 - PROGRESS: at 29.35% examples, 676263 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:08,304 : INFO : EPOCH 11 - PROGRESS: at 29.71% examples, 676993 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:09,310 : INFO : EPOCH 11 - PROGRESS: at 30.05% examples, 677791 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:10,324 : INFO : EPOCH 11 - PROGRESS: at 30.41% examples, 678503 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:11,331 : INFO : EPOCH 11 - PROGRESS: at 30.77% examples, 679250 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:12,332 : INFO : EPOCH 11 - PROGRESS: at 31.14% examples, 679906 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:13,336 : INFO : EPOCH 11 - PROGRESS: at 31.53% examples, 680400 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:14,343 : INFO : EPOCH 11 - PROGRESS: at 31.88% examples, 680999 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:15,344 : INFO : EPOCH 11 - PROGRESS: at 32.23% examples, 681659 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:16,347 : INFO : EPOCH 11 - PROGRESS: at 32.58% examples, 682237 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:17,358 : INFO : EPOCH 11 - PROGRESS: at 32.92% examples, 682863 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:18,362 : INFO : EPOCH 11 - PROGRESS: at 33.28% examples, 683359 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:17:19,382 : INFO : EPOCH 11 - PROGRESS: at 33.62% examples, 683928 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:20,387 : INFO : EPOCH 11 - PROGRESS: at 33.99% examples, 684392 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:21,388 : INFO : EPOCH 11 - PROGRESS: at 34.37% examples, 684995 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:22,390 : INFO : EPOCH 11 - PROGRESS: at 34.72% examples, 685406 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:23,402 : INFO : EPOCH 11 - PROGRESS: at 35.07% examples, 685995 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:24,422 : INFO : EPOCH 11 - PROGRESS: at 35.44% examples, 686464 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:25,430 : INFO : EPOCH 11 - PROGRESS: at 35.79% examples, 687028 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:26,433 : INFO : EPOCH 11 - PROGRESS: at 36.18% examples, 687502 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:27,437 : INFO : EPOCH 11 - PROGRESS: at 36.54% examples, 688111 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:28,448 : INFO : EPOCH 11 - PROGRESS: at 36.94% examples, 688482 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:29,453 : INFO : EPOCH 11 - PROGRESS: at 37.29% examples, 689013 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:30,455 : INFO : EPOCH 11 - PROGRESS: at 37.67% examples, 689388 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:31,482 : INFO : EPOCH 11 - PROGRESS: at 38.02% examples, 689882 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:32,491 : INFO : EPOCH 11 - PROGRESS: at 38.38% examples, 690264 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:33,494 : INFO : EPOCH 11 - PROGRESS: at 38.74% examples, 690757 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:34,517 : INFO : EPOCH 11 - PROGRESS: at 39.10% examples, 691183 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:35,522 : INFO : EPOCH 11 - PROGRESS: at 39.45% examples, 691613 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:36,531 : INFO : EPOCH 11 - PROGRESS: at 39.82% examples, 692015 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:17:37,532 : INFO : EPOCH 11 - PROGRESS: at 40.18% examples, 692617 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:38,534 : INFO : EPOCH 11 - PROGRESS: at 40.53% examples, 693034 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:39,557 : INFO : EPOCH 11 - PROGRESS: at 40.89% examples, 693354 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:40,565 : INFO : EPOCH 11 - PROGRESS: at 41.27% examples, 693785 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:41,581 : INFO : EPOCH 11 - PROGRESS: at 41.61% examples, 694152 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:42,595 : INFO : EPOCH 11 - PROGRESS: at 41.99% examples, 694503 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:43,611 : INFO : EPOCH 11 - PROGRESS: at 42.36% examples, 694873 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:44,612 : INFO : EPOCH 11 - PROGRESS: at 42.72% examples, 695271 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:45,619 : INFO : EPOCH 11 - PROGRESS: at 43.08% examples, 695638 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:46,622 : INFO : EPOCH 11 - PROGRESS: at 43.42% examples, 696150 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:47,626 : INFO : EPOCH 11 - PROGRESS: at 43.79% examples, 696478 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:48,629 : INFO : EPOCH 11 - PROGRESS: at 44.13% examples, 696897 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:49,647 : INFO : EPOCH 11 - PROGRESS: at 44.48% examples, 697167 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:50,650 : INFO : EPOCH 11 - PROGRESS: at 44.83% examples, 697631 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:51,665 : INFO : EPOCH 11 - PROGRESS: at 45.19% examples, 697872 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:52,669 : INFO : EPOCH 11 - PROGRESS: at 45.55% examples, 698209 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:53,670 : INFO : EPOCH 11 - PROGRESS: at 45.91% examples, 698428 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:54,671 : INFO : EPOCH 11 - PROGRESS: at 46.29% examples, 698762 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:55,672 : INFO : EPOCH 11 - PROGRESS: at 46.65% examples, 699024 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:56,676 : INFO : EPOCH 11 - PROGRESS: at 47.01% examples, 699397 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:57,682 : INFO : EPOCH 11 - PROGRESS: at 47.38% examples, 699631 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:58,693 : INFO : EPOCH 11 - PROGRESS: at 47.75% examples, 699843 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:17:59,696 : INFO : EPOCH 11 - PROGRESS: at 48.10% examples, 700183 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:18:00,707 : INFO : EPOCH 11 - PROGRESS: at 48.46% examples, 700413 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:01,713 : INFO : EPOCH 11 - PROGRESS: at 48.80% examples, 700799 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:02,717 : INFO : EPOCH 11 - PROGRESS: at 49.14% examples, 701094 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:03,733 : INFO : EPOCH 11 - PROGRESS: at 49.51% examples, 701384 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:04,743 : INFO : EPOCH 11 - PROGRESS: at 49.88% examples, 701610 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:05,744 : INFO : EPOCH 11 - PROGRESS: at 50.28% examples, 701816 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:06,749 : INFO : EPOCH 11 - PROGRESS: at 50.63% examples, 702046 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:07,750 : INFO : EPOCH 11 - PROGRESS: at 50.96% examples, 702285 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:08,756 : INFO : EPOCH 11 - PROGRESS: at 51.30% examples, 702518 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:09,757 : INFO : EPOCH 11 - PROGRESS: at 51.67% examples, 702781 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:10,770 : INFO : EPOCH 11 - PROGRESS: at 52.02% examples, 703014 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:11,787 : INFO : EPOCH 11 - PROGRESS: at 52.41% examples, 703241 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:18:12,792 : INFO : EPOCH 11 - PROGRESS: at 52.75% examples, 703629 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:13,817 : INFO : EPOCH 11 - PROGRESS: at 53.11% examples, 703796 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:18:14,825 : INFO : EPOCH 11 - PROGRESS: at 53.48% examples, 703876 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:15,831 : INFO : EPOCH 11 - PROGRESS: at 53.80% examples, 703737 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:18:16,832 : INFO : EPOCH 11 - PROGRESS: at 54.12% examples, 703561 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:18:17,840 : INFO : EPOCH 11 - PROGRESS: at 54.44% examples, 703417 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:18,854 : INFO : EPOCH 11 - PROGRESS: at 54.77% examples, 703186 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:19,856 : INFO : EPOCH 11 - PROGRESS: at 55.08% examples, 702979 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:20,857 : INFO : EPOCH 11 - PROGRESS: at 55.42% examples, 702852 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:21,860 : INFO : EPOCH 11 - PROGRESS: at 55.73% examples, 702718 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:22,867 : INFO : EPOCH 11 - PROGRESS: at 56.06% examples, 702429 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:23,869 : INFO : EPOCH 11 - PROGRESS: at 56.40% examples, 702250 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:24,881 : INFO : EPOCH 11 - PROGRESS: at 56.74% examples, 702016 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:25,890 : INFO : EPOCH 11 - PROGRESS: at 57.05% examples, 701989 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:26,897 : INFO : EPOCH 11 - PROGRESS: at 57.38% examples, 701779 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:18:27,898 : INFO : EPOCH 11 - PROGRESS: at 57.71% examples, 701584 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:28,927 : INFO : EPOCH 11 - PROGRESS: at 58.04% examples, 701373 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:29,934 : INFO : EPOCH 11 - PROGRESS: at 58.35% examples, 701261 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:30,934 : INFO : EPOCH 11 - PROGRESS: at 58.69% examples, 701088 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:31,959 : INFO : EPOCH 11 - PROGRESS: at 59.03% examples, 700862 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:32,982 : INFO : EPOCH 11 - PROGRESS: at 59.37% examples, 700753 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:18:33,993 : INFO : EPOCH 11 - PROGRESS: at 59.71% examples, 700578 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:35,002 : INFO : EPOCH 11 - PROGRESS: at 60.05% examples, 700464 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:36,003 : INFO : EPOCH 11 - PROGRESS: at 60.36% examples, 700354 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:37,025 : INFO : EPOCH 11 - PROGRESS: at 60.69% examples, 700137 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:38,033 : INFO : EPOCH 11 - PROGRESS: at 61.03% examples, 700001 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:39,039 : INFO : EPOCH 11 - PROGRESS: at 61.37% examples, 699841 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:18:40,044 : INFO : EPOCH 11 - PROGRESS: at 61.68% examples, 699701 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:41,046 : INFO : EPOCH 11 - PROGRESS: at 61.97% examples, 699553 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:42,049 : INFO : EPOCH 11 - PROGRESS: at 62.32% examples, 699427 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:43,060 : INFO : EPOCH 11 - PROGRESS: at 62.64% examples, 699217 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:18:44,078 : INFO : EPOCH 11 - PROGRESS: at 62.96% examples, 699071 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:45,089 : INFO : EPOCH 11 - PROGRESS: at 63.30% examples, 698915 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:18:46,104 : INFO : EPOCH 11 - PROGRESS: at 63.62% examples, 698800 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:47,120 : INFO : EPOCH 11 - PROGRESS: at 63.97% examples, 698600 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:48,121 : INFO : EPOCH 11 - PROGRESS: at 64.30% examples, 698524 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:49,126 : INFO : EPOCH 11 - PROGRESS: at 64.65% examples, 698414 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:50,131 : INFO : EPOCH 11 - PROGRESS: at 64.99% examples, 698237 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:51,165 : INFO : EPOCH 11 - PROGRESS: at 65.33% examples, 698085 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:52,170 : INFO : EPOCH 11 - PROGRESS: at 65.65% examples, 698061 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:53,175 : INFO : EPOCH 11 - PROGRESS: at 65.96% examples, 697894 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:54,203 : INFO : EPOCH 11 - PROGRESS: at 66.30% examples, 697739 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:55,205 : INFO : EPOCH 11 - PROGRESS: at 66.62% examples, 697630 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:56,219 : INFO : EPOCH 11 - PROGRESS: at 66.95% examples, 697516 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:57,230 : INFO : EPOCH 11 - PROGRESS: at 67.27% examples, 697422 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:58,253 : INFO : EPOCH 11 - PROGRESS: at 67.59% examples, 697269 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:18:59,261 : INFO : EPOCH 11 - PROGRESS: at 67.93% examples, 697156 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:00,268 : INFO : EPOCH 11 - PROGRESS: at 68.26% examples, 696974 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:01,284 : INFO : EPOCH 11 - PROGRESS: at 68.61% examples, 696831 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:02,291 : INFO : EPOCH 11 - PROGRESS: at 68.94% examples, 696688 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:03,296 : INFO : EPOCH 11 - PROGRESS: at 69.24% examples, 696605 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:04,298 : INFO : EPOCH 11 - PROGRESS: at 69.55% examples, 696494 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:05,298 : INFO : EPOCH 11 - PROGRESS: at 69.86% examples, 696419 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:06,329 : INFO : EPOCH 11 - PROGRESS: at 70.21% examples, 696254 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:07,336 : INFO : EPOCH 11 - PROGRESS: at 70.55% examples, 696152 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:19:08,342 : INFO : EPOCH 11 - PROGRESS: at 70.88% examples, 696046 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:09,343 : INFO : EPOCH 11 - PROGRESS: at 71.22% examples, 695895 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:10,346 : INFO : EPOCH 11 - PROGRESS: at 71.53% examples, 695826 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:11,351 : INFO : EPOCH 11 - PROGRESS: at 71.89% examples, 695711 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:12,353 : INFO : EPOCH 11 - PROGRESS: at 72.20% examples, 695618 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:13,369 : INFO : EPOCH 11 - PROGRESS: at 72.53% examples, 695446 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:14,376 : INFO : EPOCH 11 - PROGRESS: at 72.83% examples, 695389 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:15,378 : INFO : EPOCH 11 - PROGRESS: at 73.14% examples, 695272 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:16,384 : INFO : EPOCH 11 - PROGRESS: at 73.48% examples, 695149 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:17,388 : INFO : EPOCH 11 - PROGRESS: at 73.80% examples, 695027 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:18,396 : INFO : EPOCH 11 - PROGRESS: at 74.13% examples, 694912 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:19,401 : INFO : EPOCH 11 - PROGRESS: at 74.47% examples, 694852 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:20,404 : INFO : EPOCH 11 - PROGRESS: at 74.78% examples, 694728 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:21,425 : INFO : EPOCH 11 - PROGRESS: at 75.13% examples, 694576 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:22,444 : INFO : EPOCH 11 - PROGRESS: at 75.47% examples, 694476 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:19:23,447 : INFO : EPOCH 11 - PROGRESS: at 75.81% examples, 694370 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:24,461 : INFO : EPOCH 11 - PROGRESS: at 76.14% examples, 694208 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:19:25,465 : INFO : EPOCH 11 - PROGRESS: at 76.45% examples, 694164 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:19:26,467 : INFO : EPOCH 11 - PROGRESS: at 76.79% examples, 694092 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:27,476 : INFO : EPOCH 11 - PROGRESS: at 77.09% examples, 693999 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:28,503 : INFO : EPOCH 11 - PROGRESS: at 77.44% examples, 693892 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:19:29,506 : INFO : EPOCH 11 - PROGRESS: at 77.75% examples, 693846 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:30,507 : INFO : EPOCH 11 - PROGRESS: at 78.09% examples, 693748 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:31,508 : INFO : EPOCH 11 - PROGRESS: at 78.41% examples, 693654 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:19:32,509 : INFO : EPOCH 11 - PROGRESS: at 78.71% examples, 693571 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:33,518 : INFO : EPOCH 11 - PROGRESS: at 79.02% examples, 693494 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:19:34,523 : INFO : EPOCH 11 - PROGRESS: at 79.36% examples, 693436 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:35,535 : INFO : EPOCH 11 - PROGRESS: at 79.69% examples, 693327 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:36,546 : INFO : EPOCH 11 - PROGRESS: at 80.02% examples, 693209 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:37,552 : INFO : EPOCH 11 - PROGRESS: at 80.35% examples, 693117 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:38,569 : INFO : EPOCH 11 - PROGRESS: at 80.66% examples, 692885 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:39,571 : INFO : EPOCH 11 - PROGRESS: at 80.99% examples, 692637 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:40,577 : INFO : EPOCH 11 - PROGRESS: at 81.28% examples, 692136 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:41,595 : INFO : EPOCH 11 - PROGRESS: at 81.60% examples, 692114 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:42,603 : INFO : EPOCH 11 - PROGRESS: at 81.96% examples, 692339 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:43,605 : INFO : EPOCH 11 - PROGRESS: at 82.30% examples, 692521 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:44,612 : INFO : EPOCH 11 - PROGRESS: at 82.69% examples, 692712 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:45,617 : INFO : EPOCH 11 - PROGRESS: at 83.05% examples, 692918 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:19:46,622 : INFO : EPOCH 11 - PROGRESS: at 83.42% examples, 693105 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:47,634 : INFO : EPOCH 11 - PROGRESS: at 83.75% examples, 693346 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:48,635 : INFO : EPOCH 11 - PROGRESS: at 84.12% examples, 693470 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:49,636 : INFO : EPOCH 11 - PROGRESS: at 84.47% examples, 693683 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:50,637 : INFO : EPOCH 11 - PROGRESS: at 84.84% examples, 693895 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:51,637 : INFO : EPOCH 11 - PROGRESS: at 85.18% examples, 694053 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:52,642 : INFO : EPOCH 11 - PROGRESS: at 85.53% examples, 694212 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:53,643 : INFO : EPOCH 11 - PROGRESS: at 85.91% examples, 694387 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:54,643 : INFO : EPOCH 11 - PROGRESS: at 86.27% examples, 694598 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:55,647 : INFO : EPOCH 11 - PROGRESS: at 86.62% examples, 694727 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:19:56,648 : INFO : EPOCH 11 - PROGRESS: at 86.97% examples, 694918 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:57,651 : INFO : EPOCH 11 - PROGRESS: at 87.34% examples, 695094 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:58,668 : INFO : EPOCH 11 - PROGRESS: at 87.71% examples, 695239 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:19:59,677 : INFO : EPOCH 11 - PROGRESS: at 88.09% examples, 695405 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:00,682 : INFO : EPOCH 11 - PROGRESS: at 88.45% examples, 695603 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:01,688 : INFO : EPOCH 11 - PROGRESS: at 88.82% examples, 695755 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:02,698 : INFO : EPOCH 11 - PROGRESS: at 89.17% examples, 695933 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:20:03,701 : INFO : EPOCH 11 - PROGRESS: at 89.52% examples, 696088 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:04,721 : INFO : EPOCH 11 - PROGRESS: at 89.89% examples, 696272 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:20:05,722 : INFO : EPOCH 11 - PROGRESS: at 90.26% examples, 696467 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:06,724 : INFO : EPOCH 11 - PROGRESS: at 90.60% examples, 696685 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:07,729 : INFO : EPOCH 11 - PROGRESS: at 90.96% examples, 696821 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:08,732 : INFO : EPOCH 11 - PROGRESS: at 91.32% examples, 697015 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:09,734 : INFO : EPOCH 11 - PROGRESS: at 91.67% examples, 697126 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:10,744 : INFO : EPOCH 11 - PROGRESS: at 91.98% examples, 697051 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:11,753 : INFO : EPOCH 11 - PROGRESS: at 92.32% examples, 696954 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:12,756 : INFO : EPOCH 11 - PROGRESS: at 92.64% examples, 696873 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:20:13,762 : INFO : EPOCH 11 - PROGRESS: at 92.94% examples, 696785 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:14,767 : INFO : EPOCH 11 - PROGRESS: at 93.22% examples, 696719 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:15,774 : INFO : EPOCH 11 - PROGRESS: at 93.55% examples, 696616 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:20:16,795 : INFO : EPOCH 11 - PROGRESS: at 93.89% examples, 696547 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:17,797 : INFO : EPOCH 11 - PROGRESS: at 94.22% examples, 696502 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:18,802 : INFO : EPOCH 11 - PROGRESS: at 94.54% examples, 696411 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:19,803 : INFO : EPOCH 11 - PROGRESS: at 94.88% examples, 696319 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:20,804 : INFO : EPOCH 11 - PROGRESS: at 95.19% examples, 696226 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:21,805 : INFO : EPOCH 11 - PROGRESS: at 95.49% examples, 696166 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:22,817 : INFO : EPOCH 11 - PROGRESS: at 95.81% examples, 696102 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:23,829 : INFO : EPOCH 11 - PROGRESS: at 96.14% examples, 695939 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:24,830 : INFO : EPOCH 11 - PROGRESS: at 96.44% examples, 695905 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:25,848 : INFO : EPOCH 11 - PROGRESS: at 96.77% examples, 695793 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:20:26,859 : INFO : EPOCH 11 - PROGRESS: at 97.08% examples, 695751 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:27,867 : INFO : EPOCH 11 - PROGRESS: at 97.42% examples, 695642 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:28,874 : INFO : EPOCH 11 - PROGRESS: at 97.79% examples, 695533 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:29,885 : INFO : EPOCH 11 - PROGRESS: at 98.14% examples, 695468 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:30,901 : INFO : EPOCH 11 - PROGRESS: at 98.44% examples, 695361 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:31,902 : INFO : EPOCH 11 - PROGRESS: at 98.76% examples, 695305 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:32,915 : INFO : EPOCH 11 - PROGRESS: at 99.11% examples, 695193 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:33,923 : INFO : EPOCH 11 - PROGRESS: at 99.43% examples, 695128 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:34,927 : INFO : EPOCH 11 - PROGRESS: at 99.75% examples, 695071 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:35,741 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 19:20:35,757 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 19:20:35,761 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 19:20:35,764 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 19:20:35,765 : INFO : EPOCH - 11 : training on 266682872 raw words (207296913 effective words) took 298.2s, 695069 effective words/s
2020-07-23 19:20:36,776 : INFO : EPOCH 12 - PROGRESS: at 0.32% examples, 655777 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:20:37,801 : INFO : EPOCH 12 - PROGRESS: at 0.66% examples, 658382 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:38,807 : INFO : EPOCH 12 - PROGRESS: at 1.01% examples, 662040 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:39,811 : INFO : EPOCH 12 - PROGRESS: at 1.32% examples, 663729 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:40,812 : INFO : EPOCH 12 - PROGRESS: at 1.64% examples, 665999 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:20:41,823 : INFO : EPOCH 12 - PROGRESS: at 1.98% examples, 667780 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:42,825 : INFO : EPOCH 12 - PROGRESS: at 2.32% examples, 668087 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:43,826 : INFO : EPOCH 12 - PROGRESS: at 2.63% examples, 669857 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:44,828 : INFO : EPOCH 12 - PROGRESS: at 2.92% examples, 670492 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:45,828 : INFO : EPOCH 12 - PROGRESS: at 3.23% examples, 671409 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:46,850 : INFO : EPOCH 12 - PROGRESS: at 3.57% examples, 671433 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:20:47,854 : INFO : EPOCH 12 - PROGRESS: at 3.90% examples, 670946 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:48,861 : INFO : EPOCH 12 - PROGRESS: at 4.25% examples, 671496 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:20:49,868 : INFO : EPOCH 12 - PROGRESS: at 4.57% examples, 671982 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:50,877 : INFO : EPOCH 12 - PROGRESS: at 4.92% examples, 672084 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:20:51,880 : INFO : EPOCH 12 - PROGRESS: at 5.25% examples, 671554 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:52,881 : INFO : EPOCH 12 - PROGRESS: at 5.58% examples, 671429 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:53,890 : INFO : EPOCH 12 - PROGRESS: at 5.90% examples, 671904 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:54,891 : INFO : EPOCH 12 - PROGRESS: at 6.24% examples, 671936 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:55,894 : INFO : EPOCH 12 - PROGRESS: at 6.55% examples, 672804 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:56,895 : INFO : EPOCH 12 - PROGRESS: at 6.87% examples, 672541 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:57,896 : INFO : EPOCH 12 - PROGRESS: at 7.19% examples, 672723 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:20:58,905 : INFO : EPOCH 12 - PROGRESS: at 7.51% examples, 672869 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:20:59,909 : INFO : EPOCH 12 - PROGRESS: at 7.83% examples, 672783 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:21:00,910 : INFO : EPOCH 12 - PROGRESS: at 8.14% examples, 672635 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:01,921 : INFO : EPOCH 12 - PROGRESS: at 8.46% examples, 672167 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:02,927 : INFO : EPOCH 12 - PROGRESS: at 8.83% examples, 672405 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:03,935 : INFO : EPOCH 12 - PROGRESS: at 9.13% examples, 672445 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:04,935 : INFO : EPOCH 12 - PROGRESS: at 9.46% examples, 673066 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:21:05,940 : INFO : EPOCH 12 - PROGRESS: at 9.78% examples, 672981 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:06,948 : INFO : EPOCH 12 - PROGRESS: at 10.11% examples, 673300 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:07,955 : INFO : EPOCH 12 - PROGRESS: at 10.40% examples, 673501 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:21:08,966 : INFO : EPOCH 12 - PROGRESS: at 10.77% examples, 673239 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:21:09,976 : INFO : EPOCH 12 - PROGRESS: at 11.10% examples, 673248 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:10,978 : INFO : EPOCH 12 - PROGRESS: at 11.41% examples, 673305 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:11,988 : INFO : EPOCH 12 - PROGRESS: at 11.73% examples, 673366 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:12,991 : INFO : EPOCH 12 - PROGRESS: at 12.05% examples, 673243 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:13,999 : INFO : EPOCH 12 - PROGRESS: at 12.38% examples, 673322 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:15,008 : INFO : EPOCH 12 - PROGRESS: at 12.69% examples, 673387 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:16,010 : INFO : EPOCH 12 - PROGRESS: at 13.01% examples, 673698 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:17,019 : INFO : EPOCH 12 - PROGRESS: at 13.33% examples, 673593 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:18,026 : INFO : EPOCH 12 - PROGRESS: at 13.66% examples, 673553 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:19,034 : INFO : EPOCH 12 - PROGRESS: at 13.98% examples, 673820 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:20,037 : INFO : EPOCH 12 - PROGRESS: at 14.32% examples, 673637 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:21:21,047 : INFO : EPOCH 12 - PROGRESS: at 14.67% examples, 673482 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:21:22,064 : INFO : EPOCH 12 - PROGRESS: at 14.98% examples, 673687 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:23,083 : INFO : EPOCH 12 - PROGRESS: at 15.31% examples, 673690 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:24,087 : INFO : EPOCH 12 - PROGRESS: at 15.65% examples, 673721 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:25,087 : INFO : EPOCH 12 - PROGRESS: at 16.00% examples, 673441 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:26,096 : INFO : EPOCH 12 - PROGRESS: at 16.34% examples, 673556 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:21:27,101 : INFO : EPOCH 12 - PROGRESS: at 16.68% examples, 673409 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:21:28,102 : INFO : EPOCH 12 - PROGRESS: at 17.00% examples, 673439 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:21:29,119 : INFO : EPOCH 12 - PROGRESS: at 17.30% examples, 673460 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:30,138 : INFO : EPOCH 12 - PROGRESS: at 17.63% examples, 673716 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:31,146 : INFO : EPOCH 12 - PROGRESS: at 17.98% examples, 673765 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:32,146 : INFO : EPOCH 12 - PROGRESS: at 18.27% examples, 673912 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:33,151 : INFO : EPOCH 12 - PROGRESS: at 18.59% examples, 674054 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:34,167 : INFO : EPOCH 12 - PROGRESS: at 18.92% examples, 674015 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:35,171 : INFO : EPOCH 12 - PROGRESS: at 19.26% examples, 673890 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:21:36,176 : INFO : EPOCH 12 - PROGRESS: at 19.59% examples, 674063 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:37,182 : INFO : EPOCH 12 - PROGRESS: at 19.93% examples, 674102 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:21:38,192 : INFO : EPOCH 12 - PROGRESS: at 20.29% examples, 674043 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:39,196 : INFO : EPOCH 12 - PROGRESS: at 20.63% examples, 674101 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:40,200 : INFO : EPOCH 12 - PROGRESS: at 20.96% examples, 674063 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:41,201 : INFO : EPOCH 12 - PROGRESS: at 21.28% examples, 674208 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:42,205 : INFO : EPOCH 12 - PROGRESS: at 21.63% examples, 674146 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:43,211 : INFO : EPOCH 12 - PROGRESS: at 21.96% examples, 673927 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:44,212 : INFO : EPOCH 12 - PROGRESS: at 22.26% examples, 674104 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:45,217 : INFO : EPOCH 12 - PROGRESS: at 22.58% examples, 674181 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:46,224 : INFO : EPOCH 12 - PROGRESS: at 22.91% examples, 674203 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:47,234 : INFO : EPOCH 12 - PROGRESS: at 23.24% examples, 674123 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:48,238 : INFO : EPOCH 12 - PROGRESS: at 23.57% examples, 674282 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:49,238 : INFO : EPOCH 12 - PROGRESS: at 23.88% examples, 674427 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:50,249 : INFO : EPOCH 12 - PROGRESS: at 24.22% examples, 674343 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:51,265 : INFO : EPOCH 12 - PROGRESS: at 24.58% examples, 674175 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:52,282 : INFO : EPOCH 12 - PROGRESS: at 24.92% examples, 674166 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:53,300 : INFO : EPOCH 12 - PROGRESS: at 25.27% examples, 674217 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:54,307 : INFO : EPOCH 12 - PROGRESS: at 25.59% examples, 674203 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:55,315 : INFO : EPOCH 12 - PROGRESS: at 25.93% examples, 674141 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:56,323 : INFO : EPOCH 12 - PROGRESS: at 26.26% examples, 674158 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:57,327 : INFO : EPOCH 12 - PROGRESS: at 26.62% examples, 674180 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:21:58,343 : INFO : EPOCH 12 - PROGRESS: at 26.94% examples, 674124 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:21:59,348 : INFO : EPOCH 12 - PROGRESS: at 27.29% examples, 674134 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:00,367 : INFO : EPOCH 12 - PROGRESS: at 27.62% examples, 674081 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:01,375 : INFO : EPOCH 12 - PROGRESS: at 27.94% examples, 674121 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:02,387 : INFO : EPOCH 12 - PROGRESS: at 28.25% examples, 674127 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:03,399 : INFO : EPOCH 12 - PROGRESS: at 28.59% examples, 674120 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:04,403 : INFO : EPOCH 12 - PROGRESS: at 28.91% examples, 674126 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:22:05,406 : INFO : EPOCH 12 - PROGRESS: at 29.22% examples, 674199 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:06,412 : INFO : EPOCH 12 - PROGRESS: at 29.53% examples, 674209 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:22:07,423 : INFO : EPOCH 12 - PROGRESS: at 29.86% examples, 674139 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:22:08,426 : INFO : EPOCH 12 - PROGRESS: at 30.18% examples, 674233 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:22:09,428 : INFO : EPOCH 12 - PROGRESS: at 30.50% examples, 674197 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:10,439 : INFO : EPOCH 12 - PROGRESS: at 30.83% examples, 674234 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:11,443 : INFO : EPOCH 12 - PROGRESS: at 31.17% examples, 674202 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:12,449 : INFO : EPOCH 12 - PROGRESS: at 31.52% examples, 674017 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:13,457 : INFO : EPOCH 12 - PROGRESS: at 31.84% examples, 673899 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:14,479 : INFO : EPOCH 12 - PROGRESS: at 32.15% examples, 673988 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:15,486 : INFO : EPOCH 12 - PROGRESS: at 32.49% examples, 673998 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:16,487 : INFO : EPOCH 12 - PROGRESS: at 32.79% examples, 674068 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:17,495 : INFO : EPOCH 12 - PROGRESS: at 33.12% examples, 674170 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:18,504 : INFO : EPOCH 12 - PROGRESS: at 33.43% examples, 673875 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:19,523 : INFO : EPOCH 12 - PROGRESS: at 33.73% examples, 673603 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:22:20,528 : INFO : EPOCH 12 - PROGRESS: at 34.06% examples, 673513 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:21,529 : INFO : EPOCH 12 - PROGRESS: at 34.41% examples, 673413 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:22,552 : INFO : EPOCH 12 - PROGRESS: at 34.71% examples, 672803 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:23,556 : INFO : EPOCH 12 - PROGRESS: at 35.03% examples, 672966 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:24,558 : INFO : EPOCH 12 - PROGRESS: at 35.39% examples, 673650 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:25,575 : INFO : EPOCH 12 - PROGRESS: at 35.74% examples, 674278 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:26,578 : INFO : EPOCH 12 - PROGRESS: at 36.13% examples, 674954 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:27,588 : INFO : EPOCH 12 - PROGRESS: at 36.50% examples, 675604 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:28,600 : INFO : EPOCH 12 - PROGRESS: at 36.90% examples, 676051 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:29,608 : INFO : EPOCH 12 - PROGRESS: at 37.26% examples, 676688 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:30,635 : INFO : EPOCH 12 - PROGRESS: at 37.63% examples, 677162 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:31,650 : INFO : EPOCH 12 - PROGRESS: at 37.98% examples, 677795 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:32,658 : INFO : EPOCH 12 - PROGRESS: at 38.35% examples, 678342 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:33,664 : INFO : EPOCH 12 - PROGRESS: at 38.71% examples, 678826 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:34,667 : INFO : EPOCH 12 - PROGRESS: at 39.06% examples, 679408 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:35,668 : INFO : EPOCH 12 - PROGRESS: at 39.42% examples, 679887 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:36,680 : INFO : EPOCH 12 - PROGRESS: at 39.78% examples, 680403 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:37,686 : INFO : EPOCH 12 - PROGRESS: at 40.14% examples, 680937 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:38,687 : INFO : EPOCH 12 - PROGRESS: at 40.49% examples, 681547 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:39,690 : INFO : EPOCH 12 - PROGRESS: at 40.85% examples, 682090 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:40,694 : INFO : EPOCH 12 - PROGRESS: at 41.21% examples, 682526 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:41,706 : INFO : EPOCH 12 - PROGRESS: at 41.57% examples, 683012 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:42,722 : INFO : EPOCH 12 - PROGRESS: at 41.94% examples, 683439 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:43,726 : INFO : EPOCH 12 - PROGRESS: at 42.31% examples, 683909 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:44,726 : INFO : EPOCH 12 - PROGRESS: at 42.67% examples, 684362 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:45,746 : INFO : EPOCH 12 - PROGRESS: at 43.03% examples, 684817 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:46,770 : INFO : EPOCH 12 - PROGRESS: at 43.37% examples, 685310 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:47,771 : INFO : EPOCH 12 - PROGRESS: at 43.75% examples, 685749 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:48,784 : INFO : EPOCH 12 - PROGRESS: at 44.10% examples, 686282 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:49,804 : INFO : EPOCH 12 - PROGRESS: at 44.44% examples, 686582 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:50,807 : INFO : EPOCH 12 - PROGRESS: at 44.80% examples, 687093 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:51,814 : INFO : EPOCH 12 - PROGRESS: at 45.15% examples, 687436 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:52,824 : INFO : EPOCH 12 - PROGRESS: at 45.51% examples, 687847 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:53,826 : INFO : EPOCH 12 - PROGRESS: at 45.88% examples, 688221 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:54,842 : INFO : EPOCH 12 - PROGRESS: at 46.26% examples, 688611 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:55,845 : INFO : EPOCH 12 - PROGRESS: at 46.63% examples, 689030 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:56,847 : INFO : EPOCH 12 - PROGRESS: at 46.99% examples, 689482 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:22:57,850 : INFO : EPOCH 12 - PROGRESS: at 47.36% examples, 689934 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:22:58,850 : INFO : EPOCH 12 - PROGRESS: at 47.73% examples, 690182 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:22:59,855 : INFO : EPOCH 12 - PROGRESS: at 48.08% examples, 690558 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:00,860 : INFO : EPOCH 12 - PROGRESS: at 48.44% examples, 690828 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:01,864 : INFO : EPOCH 12 - PROGRESS: at 48.78% examples, 691267 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:02,869 : INFO : EPOCH 12 - PROGRESS: at 49.12% examples, 691608 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:03,874 : INFO : EPOCH 12 - PROGRESS: at 49.47% examples, 691879 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:04,876 : INFO : EPOCH 12 - PROGRESS: at 49.84% examples, 692229 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:05,878 : INFO : EPOCH 12 - PROGRESS: at 50.23% examples, 692489 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:06,894 : INFO : EPOCH 12 - PROGRESS: at 50.60% examples, 692755 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:23:07,894 : INFO : EPOCH 12 - PROGRESS: at 50.94% examples, 693123 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:08,895 : INFO : EPOCH 12 - PROGRESS: at 51.28% examples, 693480 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:09,906 : INFO : EPOCH 12 - PROGRESS: at 51.64% examples, 693792 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:10,911 : INFO : EPOCH 12 - PROGRESS: at 52.00% examples, 694123 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:11,919 : INFO : EPOCH 12 - PROGRESS: at 52.37% examples, 694395 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:12,921 : INFO : EPOCH 12 - PROGRESS: at 52.71% examples, 694798 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:13,941 : INFO : EPOCH 12 - PROGRESS: at 53.08% examples, 695042 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:14,951 : INFO : EPOCH 12 - PROGRESS: at 53.47% examples, 695346 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:15,965 : INFO : EPOCH 12 - PROGRESS: at 53.82% examples, 695591 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:16,984 : INFO : EPOCH 12 - PROGRESS: at 54.17% examples, 695906 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:17,985 : INFO : EPOCH 12 - PROGRESS: at 54.53% examples, 696174 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:23:18,987 : INFO : EPOCH 12 - PROGRESS: at 54.89% examples, 696522 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:20,003 : INFO : EPOCH 12 - PROGRESS: at 55.23% examples, 696756 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:21,006 : INFO : EPOCH 12 - PROGRESS: at 55.58% examples, 697011 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:22,013 : INFO : EPOCH 12 - PROGRESS: at 55.95% examples, 697315 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:23:23,024 : INFO : EPOCH 12 - PROGRESS: at 56.34% examples, 697502 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:24,027 : INFO : EPOCH 12 - PROGRESS: at 56.70% examples, 697789 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:25,031 : INFO : EPOCH 12 - PROGRESS: at 57.04% examples, 698114 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:26,041 : INFO : EPOCH 12 - PROGRESS: at 57.40% examples, 698348 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:27,057 : INFO : EPOCH 12 - PROGRESS: at 57.78% examples, 698652 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:28,071 : INFO : EPOCH 12 - PROGRESS: at 58.14% examples, 698883 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:29,082 : INFO : EPOCH 12 - PROGRESS: at 58.49% examples, 699114 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:30,085 : INFO : EPOCH 12 - PROGRESS: at 58.86% examples, 699343 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:31,085 : INFO : EPOCH 12 - PROGRESS: at 59.23% examples, 699605 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:32,094 : INFO : EPOCH 12 - PROGRESS: at 59.59% examples, 699817 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:23:33,106 : INFO : EPOCH 12 - PROGRESS: at 59.98% examples, 700116 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:34,116 : INFO : EPOCH 12 - PROGRESS: at 60.32% examples, 700367 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:35,121 : INFO : EPOCH 12 - PROGRESS: at 60.67% examples, 700587 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:23:36,131 : INFO : EPOCH 12 - PROGRESS: at 61.05% examples, 700864 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:37,140 : INFO : EPOCH 12 - PROGRESS: at 61.42% examples, 701090 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:38,143 : INFO : EPOCH 12 - PROGRESS: at 61.77% examples, 701320 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:39,160 : INFO : EPOCH 12 - PROGRESS: at 62.11% examples, 701600 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:40,160 : INFO : EPOCH 12 - PROGRESS: at 62.48% examples, 701771 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:23:41,161 : INFO : EPOCH 12 - PROGRESS: at 62.83% examples, 702065 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:23:42,163 : INFO : EPOCH 12 - PROGRESS: at 63.19% examples, 702260 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:43,171 : INFO : EPOCH 12 - PROGRESS: at 63.55% examples, 702449 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:23:44,176 : INFO : EPOCH 12 - PROGRESS: at 63.94% examples, 702693 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:45,176 : INFO : EPOCH 12 - PROGRESS: at 64.30% examples, 702925 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:46,190 : INFO : EPOCH 12 - PROGRESS: at 64.68% examples, 703057 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:47,201 : INFO : EPOCH 12 - PROGRESS: at 65.06% examples, 703241 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:48,208 : INFO : EPOCH 12 - PROGRESS: at 65.42% examples, 703484 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:49,213 : INFO : EPOCH 12 - PROGRESS: at 65.76% examples, 703671 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:50,219 : INFO : EPOCH 12 - PROGRESS: at 66.11% examples, 703876 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:51,225 : INFO : EPOCH 12 - PROGRESS: at 66.47% examples, 704024 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:52,237 : INFO : EPOCH 12 - PROGRESS: at 66.83% examples, 704214 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:53,247 : INFO : EPOCH 12 - PROGRESS: at 67.19% examples, 704375 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:23:54,256 : INFO : EPOCH 12 - PROGRESS: at 67.54% examples, 704572 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:55,260 : INFO : EPOCH 12 - PROGRESS: at 67.91% examples, 704713 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:56,273 : INFO : EPOCH 12 - PROGRESS: at 68.27% examples, 704874 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:23:57,278 : INFO : EPOCH 12 - PROGRESS: at 68.65% examples, 705044 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:58,283 : INFO : EPOCH 12 - PROGRESS: at 69.00% examples, 705034 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:23:59,285 : INFO : EPOCH 12 - PROGRESS: at 69.30% examples, 704966 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:00,287 : INFO : EPOCH 12 - PROGRESS: at 69.61% examples, 704770 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:01,299 : INFO : EPOCH 12 - PROGRESS: at 69.93% examples, 704620 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:02,299 : INFO : EPOCH 12 - PROGRESS: at 70.27% examples, 704497 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:03,300 : INFO : EPOCH 12 - PROGRESS: at 70.61% examples, 704400 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:04,302 : INFO : EPOCH 12 - PROGRESS: at 70.94% examples, 704241 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:05,304 : INFO : EPOCH 12 - PROGRESS: at 71.27% examples, 704101 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:06,313 : INFO : EPOCH 12 - PROGRESS: at 71.60% examples, 703885 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:07,323 : INFO : EPOCH 12 - PROGRESS: at 71.94% examples, 703749 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:08,335 : INFO : EPOCH 12 - PROGRESS: at 72.27% examples, 703572 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:09,346 : INFO : EPOCH 12 - PROGRESS: at 72.59% examples, 703452 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:10,346 : INFO : EPOCH 12 - PROGRESS: at 72.89% examples, 703352 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:11,346 : INFO : EPOCH 12 - PROGRESS: at 73.22% examples, 703238 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:12,365 : INFO : EPOCH 12 - PROGRESS: at 73.54% examples, 703061 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:24:13,370 : INFO : EPOCH 12 - PROGRESS: at 73.87% examples, 702954 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:14,396 : INFO : EPOCH 12 - PROGRESS: at 74.23% examples, 702783 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:15,401 : INFO : EPOCH 12 - PROGRESS: at 74.55% examples, 702692 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:16,405 : INFO : EPOCH 12 - PROGRESS: at 74.87% examples, 702554 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:17,412 : INFO : EPOCH 12 - PROGRESS: at 75.22% examples, 702415 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:18,418 : INFO : EPOCH 12 - PROGRESS: at 75.55% examples, 702276 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:19,428 : INFO : EPOCH 12 - PROGRESS: at 75.89% examples, 702135 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:20,442 : INFO : EPOCH 12 - PROGRESS: at 76.22% examples, 701971 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:21,444 : INFO : EPOCH 12 - PROGRESS: at 76.53% examples, 701844 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:22,450 : INFO : EPOCH 12 - PROGRESS: at 76.87% examples, 701751 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:23,462 : INFO : EPOCH 12 - PROGRESS: at 77.18% examples, 701642 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:24,472 : INFO : EPOCH 12 - PROGRESS: at 77.53% examples, 701525 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:25,482 : INFO : EPOCH 12 - PROGRESS: at 77.83% examples, 701444 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:26,487 : INFO : EPOCH 12 - PROGRESS: at 78.16% examples, 701305 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:27,505 : INFO : EPOCH 12 - PROGRESS: at 78.49% examples, 701187 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:28,505 : INFO : EPOCH 12 - PROGRESS: at 78.82% examples, 701174 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:29,518 : INFO : EPOCH 12 - PROGRESS: at 79.13% examples, 701041 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:24:30,519 : INFO : EPOCH 12 - PROGRESS: at 79.48% examples, 700900 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:31,536 : INFO : EPOCH 12 - PROGRESS: at 79.78% examples, 700736 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:32,545 : INFO : EPOCH 12 - PROGRESS: at 80.13% examples, 700595 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:33,548 : INFO : EPOCH 12 - PROGRESS: at 80.45% examples, 700520 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:34,557 : INFO : EPOCH 12 - PROGRESS: at 80.78% examples, 700404 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:35,558 : INFO : EPOCH 12 - PROGRESS: at 81.13% examples, 700237 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:36,565 : INFO : EPOCH 12 - PROGRESS: at 81.45% examples, 700202 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:37,583 : INFO : EPOCH 12 - PROGRESS: at 81.78% examples, 700091 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:38,583 : INFO : EPOCH 12 - PROGRESS: at 82.10% examples, 700022 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:24:39,601 : INFO : EPOCH 12 - PROGRESS: at 82.43% examples, 699899 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:40,627 : INFO : EPOCH 12 - PROGRESS: at 82.77% examples, 699766 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:41,630 : INFO : EPOCH 12 - PROGRESS: at 83.11% examples, 699657 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:42,637 : INFO : EPOCH 12 - PROGRESS: at 83.44% examples, 699599 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:43,645 : INFO : EPOCH 12 - PROGRESS: at 83.75% examples, 699521 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:24:44,645 : INFO : EPOCH 12 - PROGRESS: at 84.09% examples, 699420 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:45,646 : INFO : EPOCH 12 - PROGRESS: at 84.41% examples, 699337 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:46,646 : INFO : EPOCH 12 - PROGRESS: at 84.72% examples, 699224 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:47,650 : INFO : EPOCH 12 - PROGRESS: at 85.06% examples, 699102 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:48,651 : INFO : EPOCH 12 - PROGRESS: at 85.37% examples, 698995 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:49,652 : INFO : EPOCH 12 - PROGRESS: at 85.71% examples, 698922 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:50,652 : INFO : EPOCH 12 - PROGRESS: at 86.04% examples, 698835 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:51,655 : INFO : EPOCH 12 - PROGRESS: at 86.37% examples, 698740 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:52,656 : INFO : EPOCH 12 - PROGRESS: at 86.68% examples, 698650 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:53,671 : INFO : EPOCH 12 - PROGRESS: at 87.02% examples, 698573 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:54,675 : INFO : EPOCH 12 - PROGRESS: at 87.35% examples, 698441 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:55,693 : INFO : EPOCH 12 - PROGRESS: at 87.69% examples, 698295 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:56,697 : INFO : EPOCH 12 - PROGRESS: at 88.03% examples, 698182 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:57,699 : INFO : EPOCH 12 - PROGRESS: at 88.35% examples, 698078 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:24:58,703 : INFO : EPOCH 12 - PROGRESS: at 88.68% examples, 697933 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:24:59,715 : INFO : EPOCH 12 - PROGRESS: at 89.00% examples, 697747 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:00,721 : INFO : EPOCH 12 - PROGRESS: at 89.30% examples, 697599 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:01,742 : INFO : EPOCH 12 - PROGRESS: at 89.60% examples, 697250 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:02,748 : INFO : EPOCH 12 - PROGRESS: at 89.92% examples, 697062 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:03,756 : INFO : EPOCH 12 - PROGRESS: at 90.29% examples, 697200 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:04,761 : INFO : EPOCH 12 - PROGRESS: at 90.62% examples, 697417 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:05,768 : INFO : EPOCH 12 - PROGRESS: at 90.99% examples, 697567 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:06,771 : INFO : EPOCH 12 - PROGRESS: at 91.35% examples, 697704 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:07,780 : INFO : EPOCH 12 - PROGRESS: at 91.69% examples, 697872 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:08,784 : INFO : EPOCH 12 - PROGRESS: at 92.04% examples, 698053 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:09,816 : INFO : EPOCH 12 - PROGRESS: at 92.42% examples, 698162 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:10,824 : INFO : EPOCH 12 - PROGRESS: at 92.76% examples, 698303 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:11,829 : INFO : EPOCH 12 - PROGRESS: at 93.08% examples, 698496 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:25:12,841 : INFO : EPOCH 12 - PROGRESS: at 93.42% examples, 698653 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:13,846 : INFO : EPOCH 12 - PROGRESS: at 93.80% examples, 698828 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:14,860 : INFO : EPOCH 12 - PROGRESS: at 94.16% examples, 698972 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:15,860 : INFO : EPOCH 12 - PROGRESS: at 94.51% examples, 699136 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:16,860 : INFO : EPOCH 12 - PROGRESS: at 94.88% examples, 699283 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:17,874 : INFO : EPOCH 12 - PROGRESS: at 95.23% examples, 699433 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:18,880 : INFO : EPOCH 12 - PROGRESS: at 95.57% examples, 699626 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:19,888 : INFO : EPOCH 12 - PROGRESS: at 95.91% examples, 699755 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:20,889 : INFO : EPOCH 12 - PROGRESS: at 96.26% examples, 699861 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:21,896 : INFO : EPOCH 12 - PROGRESS: at 96.59% examples, 699760 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:22,922 : INFO : EPOCH 12 - PROGRESS: at 96.91% examples, 699669 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:23,925 : INFO : EPOCH 12 - PROGRESS: at 97.23% examples, 699616 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:25:24,927 : INFO : EPOCH 12 - PROGRESS: at 97.57% examples, 699528 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:25,929 : INFO : EPOCH 12 - PROGRESS: at 97.94% examples, 699435 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:26,955 : INFO : EPOCH 12 - PROGRESS: at 98.27% examples, 699294 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:27,975 : INFO : EPOCH 12 - PROGRESS: at 98.60% examples, 699237 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:28,976 : INFO : EPOCH 12 - PROGRESS: at 98.92% examples, 699191 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:25:29,980 : INFO : EPOCH 12 - PROGRESS: at 99.25% examples, 699082 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:25:30,980 : INFO : EPOCH 12 - PROGRESS: at 99.56% examples, 698991 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:31,980 : INFO : EPOCH 12 - PROGRESS: at 99.89% examples, 698924 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:32,354 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 19:25:32,362 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 19:25:32,368 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 19:25:32,370 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 19:25:32,371 : INFO : EPOCH - 12 : training on 266682872 raw words (207298218 effective words) took 296.6s, 698909 effective words/s
2020-07-23 19:25:33,403 : INFO : EPOCH 13 - PROGRESS: at 0.33% examples, 646917 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:34,404 : INFO : EPOCH 13 - PROGRESS: at 0.67% examples, 662710 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:35,417 : INFO : EPOCH 13 - PROGRESS: at 1.01% examples, 661110 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:36,420 : INFO : EPOCH 13 - PROGRESS: at 1.33% examples, 666716 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:37,442 : INFO : EPOCH 13 - PROGRESS: at 1.66% examples, 668189 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:25:38,457 : INFO : EPOCH 13 - PROGRESS: at 1.99% examples, 669316 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:39,474 : INFO : EPOCH 13 - PROGRESS: at 2.34% examples, 668989 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:40,482 : INFO : EPOCH 13 - PROGRESS: at 2.65% examples, 670399 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:41,488 : INFO : EPOCH 13 - PROGRESS: at 2.94% examples, 671115 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:42,498 : INFO : EPOCH 13 - PROGRESS: at 3.26% examples, 672007 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:43,502 : INFO : EPOCH 13 - PROGRESS: at 3.60% examples, 672518 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:44,518 : INFO : EPOCH 13 - PROGRESS: at 3.94% examples, 672680 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:45,526 : INFO : EPOCH 13 - PROGRESS: at 4.27% examples, 672259 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:46,534 : INFO : EPOCH 13 - PROGRESS: at 4.60% examples, 672302 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:47,540 : INFO : EPOCH 13 - PROGRESS: at 4.94% examples, 672014 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:48,543 : INFO : EPOCH 13 - PROGRESS: at 5.28% examples, 672027 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:49,571 : INFO : EPOCH 13 - PROGRESS: at 5.61% examples, 671468 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:50,571 : INFO : EPOCH 13 - PROGRESS: at 5.92% examples, 671920 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:51,581 : INFO : EPOCH 13 - PROGRESS: at 6.27% examples, 672365 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:52,583 : INFO : EPOCH 13 - PROGRESS: at 6.58% examples, 672842 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:25:53,588 : INFO : EPOCH 13 - PROGRESS: at 6.90% examples, 672338 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:54,594 : INFO : EPOCH 13 - PROGRESS: at 7.22% examples, 672723 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:55,615 : INFO : EPOCH 13 - PROGRESS: at 7.54% examples, 672832 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:56,616 : INFO : EPOCH 13 - PROGRESS: at 7.87% examples, 672888 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:57,632 : INFO : EPOCH 13 - PROGRESS: at 8.18% examples, 672990 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:25:58,633 : INFO : EPOCH 13 - PROGRESS: at 8.51% examples, 673331 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:25:59,638 : INFO : EPOCH 13 - PROGRESS: at 8.87% examples, 673090 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:00,654 : INFO : EPOCH 13 - PROGRESS: at 9.17% examples, 672885 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:01,659 : INFO : EPOCH 13 - PROGRESS: at 9.51% examples, 673378 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:02,673 : INFO : EPOCH 13 - PROGRESS: at 9.83% examples, 673347 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:03,695 : INFO : EPOCH 13 - PROGRESS: at 10.16% examples, 673526 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:04,707 : INFO : EPOCH 13 - PROGRESS: at 10.45% examples, 673720 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:05,708 : INFO : EPOCH 13 - PROGRESS: at 10.82% examples, 673672 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:06,715 : INFO : EPOCH 13 - PROGRESS: at 11.15% examples, 673736 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:07,717 : INFO : EPOCH 13 - PROGRESS: at 11.46% examples, 673909 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:26:08,719 : INFO : EPOCH 13 - PROGRESS: at 11.79% examples, 674055 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:09,731 : INFO : EPOCH 13 - PROGRESS: at 12.11% examples, 674258 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:26:10,734 : INFO : EPOCH 13 - PROGRESS: at 12.44% examples, 674213 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:11,742 : INFO : EPOCH 13 - PROGRESS: at 12.76% examples, 674329 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:12,770 : INFO : EPOCH 13 - PROGRESS: at 13.07% examples, 674448 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:13,780 : INFO : EPOCH 13 - PROGRESS: at 13.40% examples, 674656 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:14,780 : INFO : EPOCH 13 - PROGRESS: at 13.72% examples, 674625 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:26:15,783 : INFO : EPOCH 13 - PROGRESS: at 14.05% examples, 674515 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:16,792 : INFO : EPOCH 13 - PROGRESS: at 14.40% examples, 674399 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:17,804 : INFO : EPOCH 13 - PROGRESS: at 14.73% examples, 674460 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:26:18,807 : INFO : EPOCH 13 - PROGRESS: at 15.05% examples, 674564 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:26:19,808 : INFO : EPOCH 13 - PROGRESS: at 15.37% examples, 674530 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:20,830 : INFO : EPOCH 13 - PROGRESS: at 15.72% examples, 674442 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:21,833 : INFO : EPOCH 13 - PROGRESS: at 16.08% examples, 674504 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:22,837 : INFO : EPOCH 13 - PROGRESS: at 16.41% examples, 674417 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:23,842 : INFO : EPOCH 13 - PROGRESS: at 16.75% examples, 674376 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:24,847 : INFO : EPOCH 13 - PROGRESS: at 17.06% examples, 674471 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:26:25,849 : INFO : EPOCH 13 - PROGRESS: at 17.39% examples, 674578 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:26:26,851 : INFO : EPOCH 13 - PROGRESS: at 17.70% examples, 674623 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:27,855 : INFO : EPOCH 13 - PROGRESS: at 18.03% examples, 674714 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:26:28,876 : INFO : EPOCH 13 - PROGRESS: at 18.34% examples, 674749 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:29,880 : INFO : EPOCH 13 - PROGRESS: at 18.66% examples, 674914 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:30,883 : INFO : EPOCH 13 - PROGRESS: at 18.99% examples, 674840 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:26:31,890 : INFO : EPOCH 13 - PROGRESS: at 19.32% examples, 674755 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:32,897 : INFO : EPOCH 13 - PROGRESS: at 19.65% examples, 674781 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:33,904 : INFO : EPOCH 13 - PROGRESS: at 20.00% examples, 674915 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:34,914 : INFO : EPOCH 13 - PROGRESS: at 20.34% examples, 674804 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:35,925 : INFO : EPOCH 13 - PROGRESS: at 20.68% examples, 674621 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:36,926 : INFO : EPOCH 13 - PROGRESS: at 21.01% examples, 674732 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:37,926 : INFO : EPOCH 13 - PROGRESS: at 21.34% examples, 674705 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:38,929 : INFO : EPOCH 13 - PROGRESS: at 21.68% examples, 674675 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:39,944 : INFO : EPOCH 13 - PROGRESS: at 22.01% examples, 674459 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:40,963 : INFO : EPOCH 13 - PROGRESS: at 22.33% examples, 674595 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:26:41,965 : INFO : EPOCH 13 - PROGRESS: at 22.64% examples, 674864 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:42,975 : INFO : EPOCH 13 - PROGRESS: at 22.98% examples, 674767 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:43,979 : INFO : EPOCH 13 - PROGRESS: at 23.30% examples, 674921 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:45,005 : INFO : EPOCH 13 - PROGRESS: at 23.65% examples, 674842 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:26:46,019 : INFO : EPOCH 13 - PROGRESS: at 23.96% examples, 674873 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:47,026 : INFO : EPOCH 13 - PROGRESS: at 24.30% examples, 674842 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:48,027 : INFO : EPOCH 13 - PROGRESS: at 24.66% examples, 674855 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:49,031 : INFO : EPOCH 13 - PROGRESS: at 24.99% examples, 674714 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:50,033 : INFO : EPOCH 13 - PROGRESS: at 25.34% examples, 674694 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:26:51,040 : INFO : EPOCH 13 - PROGRESS: at 25.65% examples, 674662 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:52,048 : INFO : EPOCH 13 - PROGRESS: at 25.99% examples, 674661 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:53,048 : INFO : EPOCH 13 - PROGRESS: at 26.33% examples, 674675 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:54,060 : INFO : EPOCH 13 - PROGRESS: at 26.68% examples, 674540 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:55,070 : INFO : EPOCH 13 - PROGRESS: at 27.00% examples, 674537 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:56,082 : INFO : EPOCH 13 - PROGRESS: at 27.35% examples, 674636 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:57,095 : INFO : EPOCH 13 - PROGRESS: at 27.68% examples, 674603 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:58,098 : INFO : EPOCH 13 - PROGRESS: at 27.99% examples, 674669 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:26:59,098 : INFO : EPOCH 13 - PROGRESS: at 28.33% examples, 674682 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:00,116 : INFO : EPOCH 13 - PROGRESS: at 28.64% examples, 674543 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:01,126 : INFO : EPOCH 13 - PROGRESS: at 28.96% examples, 674480 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:02,135 : INFO : EPOCH 13 - PROGRESS: at 29.28% examples, 674581 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:03,146 : INFO : EPOCH 13 - PROGRESS: at 29.60% examples, 674600 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:04,148 : INFO : EPOCH 13 - PROGRESS: at 29.92% examples, 674596 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:05,179 : INFO : EPOCH 13 - PROGRESS: at 30.23% examples, 674579 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:27:06,187 : INFO : EPOCH 13 - PROGRESS: at 30.56% examples, 674669 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:07,191 : INFO : EPOCH 13 - PROGRESS: at 30.90% examples, 674674 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:08,192 : INFO : EPOCH 13 - PROGRESS: at 31.25% examples, 674643 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:09,197 : INFO : EPOCH 13 - PROGRESS: at 31.59% examples, 674579 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:10,206 : INFO : EPOCH 13 - PROGRESS: at 31.91% examples, 674540 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:11,206 : INFO : EPOCH 13 - PROGRESS: at 32.22% examples, 674469 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:12,212 : INFO : EPOCH 13 - PROGRESS: at 32.55% examples, 674509 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:13,219 : INFO : EPOCH 13 - PROGRESS: at 32.85% examples, 674535 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:14,222 : INFO : EPOCH 13 - PROGRESS: at 33.18% examples, 674525 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:15,229 : INFO : EPOCH 13 - PROGRESS: at 33.50% examples, 674517 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:16,242 : INFO : EPOCH 13 - PROGRESS: at 33.82% examples, 674425 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:17,242 : INFO : EPOCH 13 - PROGRESS: at 34.16% examples, 674392 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:18,251 : INFO : EPOCH 13 - PROGRESS: at 34.50% examples, 674280 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:27:19,253 : INFO : EPOCH 13 - PROGRESS: at 34.80% examples, 674381 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:20,269 : INFO : EPOCH 13 - PROGRESS: at 35.13% examples, 674278 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:21,274 : INFO : EPOCH 13 - PROGRESS: at 35.46% examples, 674293 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:27:22,282 : INFO : EPOCH 13 - PROGRESS: at 35.79% examples, 674379 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:23,286 : INFO : EPOCH 13 - PROGRESS: at 36.13% examples, 674419 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:27:24,297 : INFO : EPOCH 13 - PROGRESS: at 36.47% examples, 674442 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:25,299 : INFO : EPOCH 13 - PROGRESS: at 36.83% examples, 674457 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:26,306 : INFO : EPOCH 13 - PROGRESS: at 37.17% examples, 674398 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:27,307 : INFO : EPOCH 13 - PROGRESS: at 37.50% examples, 674435 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:28,325 : INFO : EPOCH 13 - PROGRESS: at 37.83% examples, 674364 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:29,325 : INFO : EPOCH 13 - PROGRESS: at 38.14% examples, 674343 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:30,332 : INFO : EPOCH 13 - PROGRESS: at 38.48% examples, 674401 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:27:31,333 : INFO : EPOCH 13 - PROGRESS: at 38.79% examples, 674390 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:32,341 : INFO : EPOCH 13 - PROGRESS: at 39.12% examples, 674364 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:33,346 : INFO : EPOCH 13 - PROGRESS: at 39.45% examples, 674413 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:34,354 : INFO : EPOCH 13 - PROGRESS: at 39.78% examples, 674408 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:35,366 : INFO : EPOCH 13 - PROGRESS: at 40.10% examples, 674457 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:36,367 : INFO : EPOCH 13 - PROGRESS: at 40.43% examples, 674531 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:27:37,385 : INFO : EPOCH 13 - PROGRESS: at 40.76% examples, 674478 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:38,390 : INFO : EPOCH 13 - PROGRESS: at 41.09% examples, 674443 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:39,401 : INFO : EPOCH 13 - PROGRESS: at 41.39% examples, 674155 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:40,403 : INFO : EPOCH 13 - PROGRESS: at 41.70% examples, 673923 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:41,408 : INFO : EPOCH 13 - PROGRESS: at 42.00% examples, 673242 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:42,412 : INFO : EPOCH 13 - PROGRESS: at 42.36% examples, 673775 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:43,416 : INFO : EPOCH 13 - PROGRESS: at 42.73% examples, 674352 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:44,432 : INFO : EPOCH 13 - PROGRESS: at 43.08% examples, 674896 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:45,434 : INFO : EPOCH 13 - PROGRESS: at 43.44% examples, 675553 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:46,443 : INFO : EPOCH 13 - PROGRESS: at 43.80% examples, 676004 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:47,445 : INFO : EPOCH 13 - PROGRESS: at 44.14% examples, 676561 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:48,452 : INFO : EPOCH 13 - PROGRESS: at 44.50% examples, 677085 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:49,460 : INFO : EPOCH 13 - PROGRESS: at 44.84% examples, 677604 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:50,463 : INFO : EPOCH 13 - PROGRESS: at 45.22% examples, 678096 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:51,472 : INFO : EPOCH 13 - PROGRESS: at 45.56% examples, 678532 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:52,477 : INFO : EPOCH 13 - PROGRESS: at 45.94% examples, 678955 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:53,479 : INFO : EPOCH 13 - PROGRESS: at 46.32% examples, 679414 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:54,486 : INFO : EPOCH 13 - PROGRESS: at 46.68% examples, 679832 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:55,494 : INFO : EPOCH 13 - PROGRESS: at 47.03% examples, 680326 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:56,497 : INFO : EPOCH 13 - PROGRESS: at 47.41% examples, 680729 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:27:57,507 : INFO : EPOCH 13 - PROGRESS: at 47.79% examples, 681163 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:58,525 : INFO : EPOCH 13 - PROGRESS: at 48.13% examples, 681519 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:27:59,530 : INFO : EPOCH 13 - PROGRESS: at 48.49% examples, 682008 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:00,536 : INFO : EPOCH 13 - PROGRESS: at 48.84% examples, 682477 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:01,537 : INFO : EPOCH 13 - PROGRESS: at 49.18% examples, 682927 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:02,539 : INFO : EPOCH 13 - PROGRESS: at 49.54% examples, 683348 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:03,542 : INFO : EPOCH 13 - PROGRESS: at 49.92% examples, 683628 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:04,544 : INFO : EPOCH 13 - PROGRESS: at 50.31% examples, 684031 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:05,551 : INFO : EPOCH 13 - PROGRESS: at 50.65% examples, 684396 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:06,553 : INFO : EPOCH 13 - PROGRESS: at 51.00% examples, 684821 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:07,560 : INFO : EPOCH 13 - PROGRESS: at 51.35% examples, 685214 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:08,562 : INFO : EPOCH 13 - PROGRESS: at 51.71% examples, 685573 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:09,573 : INFO : EPOCH 13 - PROGRESS: at 52.06% examples, 685929 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:10,578 : INFO : EPOCH 13 - PROGRESS: at 52.44% examples, 686275 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:11,586 : INFO : EPOCH 13 - PROGRESS: at 52.78% examples, 686664 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:12,592 : INFO : EPOCH 13 - PROGRESS: at 53.16% examples, 686980 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:13,611 : INFO : EPOCH 13 - PROGRESS: at 53.52% examples, 687282 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:14,624 : INFO : EPOCH 13 - PROGRESS: at 53.88% examples, 687649 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:15,626 : INFO : EPOCH 13 - PROGRESS: at 54.24% examples, 688034 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:16,633 : INFO : EPOCH 13 - PROGRESS: at 54.59% examples, 688365 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:17,636 : INFO : EPOCH 13 - PROGRESS: at 54.94% examples, 688667 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:18,646 : INFO : EPOCH 13 - PROGRESS: at 55.29% examples, 688933 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:19,665 : INFO : EPOCH 13 - PROGRESS: at 55.65% examples, 689251 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:20,676 : INFO : EPOCH 13 - PROGRESS: at 56.03% examples, 689620 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:21,682 : INFO : EPOCH 13 - PROGRESS: at 56.40% examples, 689885 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:22,685 : INFO : EPOCH 13 - PROGRESS: at 56.77% examples, 690147 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:23,706 : INFO : EPOCH 13 - PROGRESS: at 57.10% examples, 690442 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:24,710 : INFO : EPOCH 13 - PROGRESS: at 57.46% examples, 690750 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:25,724 : INFO : EPOCH 13 - PROGRESS: at 57.83% examples, 691024 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:26,728 : INFO : EPOCH 13 - PROGRESS: at 58.19% examples, 691239 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:27,731 : INFO : EPOCH 13 - PROGRESS: at 58.55% examples, 691627 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:28,752 : INFO : EPOCH 13 - PROGRESS: at 58.92% examples, 691875 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:29,752 : INFO : EPOCH 13 - PROGRESS: at 59.30% examples, 692226 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:30,754 : INFO : EPOCH 13 - PROGRESS: at 59.65% examples, 692488 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:31,757 : INFO : EPOCH 13 - PROGRESS: at 60.03% examples, 692719 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:32,758 : INFO : EPOCH 13 - PROGRESS: at 60.37% examples, 693021 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:33,769 : INFO : EPOCH 13 - PROGRESS: at 60.73% examples, 693287 words/s, in_qsize 8, out_qsize 1
2020-07-23 19:28:34,785 : INFO : EPOCH 13 - PROGRESS: at 61.09% examples, 693523 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:35,796 : INFO : EPOCH 13 - PROGRESS: at 61.47% examples, 693771 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:36,801 : INFO : EPOCH 13 - PROGRESS: at 61.81% examples, 694070 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:37,807 : INFO : EPOCH 13 - PROGRESS: at 62.16% examples, 694287 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:38,812 : INFO : EPOCH 13 - PROGRESS: at 62.53% examples, 694530 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:39,813 : INFO : EPOCH 13 - PROGRESS: at 62.87% examples, 694840 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:40,814 : INFO : EPOCH 13 - PROGRESS: at 63.23% examples, 695068 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:41,820 : INFO : EPOCH 13 - PROGRESS: at 63.59% examples, 695276 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:42,824 : INFO : EPOCH 13 - PROGRESS: at 63.99% examples, 695545 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:43,826 : INFO : EPOCH 13 - PROGRESS: at 64.36% examples, 695864 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:44,833 : INFO : EPOCH 13 - PROGRESS: at 64.73% examples, 696109 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:45,833 : INFO : EPOCH 13 - PROGRESS: at 65.09% examples, 696271 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:46,836 : INFO : EPOCH 13 - PROGRESS: at 65.45% examples, 696534 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:47,844 : INFO : EPOCH 13 - PROGRESS: at 65.79% examples, 696789 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:48,852 : INFO : EPOCH 13 - PROGRESS: at 66.15% examples, 697013 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:49,863 : INFO : EPOCH 13 - PROGRESS: at 66.52% examples, 697248 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:50,867 : INFO : EPOCH 13 - PROGRESS: at 66.86% examples, 697467 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:51,879 : INFO : EPOCH 13 - PROGRESS: at 67.24% examples, 697699 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:52,886 : INFO : EPOCH 13 - PROGRESS: at 67.58% examples, 697923 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:28:53,894 : INFO : EPOCH 13 - PROGRESS: at 67.96% examples, 698133 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:54,902 : INFO : EPOCH 13 - PROGRESS: at 68.33% examples, 698330 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:55,913 : INFO : EPOCH 13 - PROGRESS: at 68.70% examples, 698519 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:56,915 : INFO : EPOCH 13 - PROGRESS: at 69.07% examples, 698761 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:57,921 : INFO : EPOCH 13 - PROGRESS: at 69.39% examples, 698933 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:58,941 : INFO : EPOCH 13 - PROGRESS: at 69.74% examples, 699210 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:28:59,943 : INFO : EPOCH 13 - PROGRESS: at 70.10% examples, 699383 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:00,948 : INFO : EPOCH 13 - PROGRESS: at 70.47% examples, 699591 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:01,956 : INFO : EPOCH 13 - PROGRESS: at 70.85% examples, 699761 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:02,964 : INFO : EPOCH 13 - PROGRESS: at 71.23% examples, 699939 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:03,965 : INFO : EPOCH 13 - PROGRESS: at 71.57% examples, 700188 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:04,969 : INFO : EPOCH 13 - PROGRESS: at 71.95% examples, 700363 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:05,982 : INFO : EPOCH 13 - PROGRESS: at 72.31% examples, 700514 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:07,005 : INFO : EPOCH 13 - PROGRESS: at 72.65% examples, 700728 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:08,013 : INFO : EPOCH 13 - PROGRESS: at 73.01% examples, 700937 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:29:09,032 : INFO : EPOCH 13 - PROGRESS: at 73.36% examples, 701130 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:10,037 : INFO : EPOCH 13 - PROGRESS: at 73.72% examples, 701319 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:11,054 : INFO : EPOCH 13 - PROGRESS: at 74.09% examples, 701556 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:12,063 : INFO : EPOCH 13 - PROGRESS: at 74.47% examples, 701750 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:13,085 : INFO : EPOCH 13 - PROGRESS: at 74.83% examples, 701932 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:14,098 : INFO : EPOCH 13 - PROGRESS: at 75.21% examples, 702056 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:29:15,107 : INFO : EPOCH 13 - PROGRESS: at 75.58% examples, 702281 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:16,107 : INFO : EPOCH 13 - PROGRESS: at 75.96% examples, 702467 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:17,112 : INFO : EPOCH 13 - PROGRESS: at 76.30% examples, 702624 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:18,131 : INFO : EPOCH 13 - PROGRESS: at 76.65% examples, 702845 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:19,135 : INFO : EPOCH 13 - PROGRESS: at 77.02% examples, 703028 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:20,136 : INFO : EPOCH 13 - PROGRESS: at 77.40% examples, 703244 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:21,136 : INFO : EPOCH 13 - PROGRESS: at 77.74% examples, 703458 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:22,136 : INFO : EPOCH 13 - PROGRESS: at 78.10% examples, 703602 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:29:23,153 : INFO : EPOCH 13 - PROGRESS: at 78.46% examples, 703794 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:24,160 : INFO : EPOCH 13 - PROGRESS: at 78.80% examples, 703963 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:25,169 : INFO : EPOCH 13 - PROGRESS: at 79.16% examples, 704164 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:26,173 : INFO : EPOCH 13 - PROGRESS: at 79.53% examples, 704310 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:27,174 : INFO : EPOCH 13 - PROGRESS: at 79.89% examples, 704462 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:28,177 : INFO : EPOCH 13 - PROGRESS: at 80.25% examples, 704595 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:29,178 : INFO : EPOCH 13 - PROGRESS: at 80.60% examples, 704803 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:30,184 : INFO : EPOCH 13 - PROGRESS: at 80.97% examples, 704898 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:31,185 : INFO : EPOCH 13 - PROGRESS: at 81.36% examples, 705094 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:32,198 : INFO : EPOCH 13 - PROGRESS: at 81.71% examples, 705242 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:33,208 : INFO : EPOCH 13 - PROGRESS: at 82.07% examples, 705448 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:34,210 : INFO : EPOCH 13 - PROGRESS: at 82.42% examples, 705594 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:29:35,216 : INFO : EPOCH 13 - PROGRESS: at 82.78% examples, 705723 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:36,227 : INFO : EPOCH 13 - PROGRESS: at 83.16% examples, 705898 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:37,245 : INFO : EPOCH 13 - PROGRESS: at 83.53% examples, 706069 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:29:38,250 : INFO : EPOCH 13 - PROGRESS: at 83.88% examples, 706209 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:39,259 : INFO : EPOCH 13 - PROGRESS: at 84.25% examples, 706356 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:40,271 : INFO : EPOCH 13 - PROGRESS: at 84.60% examples, 706509 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:41,280 : INFO : EPOCH 13 - PROGRESS: at 84.96% examples, 706692 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:42,283 : INFO : EPOCH 13 - PROGRESS: at 85.30% examples, 706854 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:43,285 : INFO : EPOCH 13 - PROGRESS: at 85.69% examples, 707002 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:29:44,292 : INFO : EPOCH 13 - PROGRESS: at 86.05% examples, 707119 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:45,298 : INFO : EPOCH 13 - PROGRESS: at 86.41% examples, 707258 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:46,305 : INFO : EPOCH 13 - PROGRESS: at 86.76% examples, 707404 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:47,331 : INFO : EPOCH 13 - PROGRESS: at 87.13% examples, 707519 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:29:48,336 : INFO : EPOCH 13 - PROGRESS: at 87.50% examples, 707669 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:49,337 : INFO : EPOCH 13 - PROGRESS: at 87.88% examples, 707811 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:50,337 : INFO : EPOCH 13 - PROGRESS: at 88.24% examples, 707966 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:51,350 : INFO : EPOCH 13 - PROGRESS: at 88.61% examples, 708014 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:52,357 : INFO : EPOCH 13 - PROGRESS: at 88.97% examples, 708191 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:53,380 : INFO : EPOCH 13 - PROGRESS: at 89.31% examples, 708290 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:54,389 : INFO : EPOCH 13 - PROGRESS: at 89.69% examples, 708431 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:55,389 : INFO : EPOCH 13 - PROGRESS: at 90.07% examples, 708595 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:29:56,392 : INFO : EPOCH 13 - PROGRESS: at 90.40% examples, 708736 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:57,400 : INFO : EPOCH 13 - PROGRESS: at 90.76% examples, 708881 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:29:58,408 : INFO : EPOCH 13 - PROGRESS: at 91.12% examples, 709045 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:29:59,410 : INFO : EPOCH 13 - PROGRESS: at 91.49% examples, 709152 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:00,410 : INFO : EPOCH 13 - PROGRESS: at 91.82% examples, 709283 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:01,415 : INFO : EPOCH 13 - PROGRESS: at 92.18% examples, 709448 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:02,423 : INFO : EPOCH 13 - PROGRESS: at 92.55% examples, 709559 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:30:03,430 : INFO : EPOCH 13 - PROGRESS: at 92.90% examples, 709687 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:04,437 : INFO : EPOCH 13 - PROGRESS: at 93.21% examples, 709835 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:05,441 : INFO : EPOCH 13 - PROGRESS: at 93.56% examples, 709940 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:30:06,453 : INFO : EPOCH 13 - PROGRESS: at 93.92% examples, 710083 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:07,457 : INFO : EPOCH 13 - PROGRESS: at 94.28% examples, 710175 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:30:08,464 : INFO : EPOCH 13 - PROGRESS: at 94.65% examples, 710272 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:09,469 : INFO : EPOCH 13 - PROGRESS: at 95.01% examples, 710436 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:10,489 : INFO : EPOCH 13 - PROGRESS: at 95.35% examples, 710561 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:11,499 : INFO : EPOCH 13 - PROGRESS: at 95.72% examples, 710671 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:12,524 : INFO : EPOCH 13 - PROGRESS: at 96.07% examples, 710788 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:13,532 : INFO : EPOCH 13 - PROGRESS: at 96.41% examples, 710883 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:14,544 : INFO : EPOCH 13 - PROGRESS: at 96.78% examples, 711021 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:15,547 : INFO : EPOCH 13 - PROGRESS: at 97.13% examples, 711189 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:16,557 : INFO : EPOCH 13 - PROGRESS: at 97.50% examples, 711294 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:17,557 : INFO : EPOCH 13 - PROGRESS: at 97.91% examples, 711417 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:18,562 : INFO : EPOCH 13 - PROGRESS: at 98.25% examples, 711407 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:19,574 : INFO : EPOCH 13 - PROGRESS: at 98.60% examples, 711425 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:20,587 : INFO : EPOCH 13 - PROGRESS: at 98.90% examples, 711233 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:21,587 : INFO : EPOCH 13 - PROGRESS: at 99.25% examples, 711171 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:30:22,590 : INFO : EPOCH 13 - PROGRESS: at 99.61% examples, 711319 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:23,591 : INFO : EPOCH 13 - PROGRESS: at 99.95% examples, 711360 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:23,742 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 19:30:23,758 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 19:30:23,759 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 19:30:23,763 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 19:30:23,763 : INFO : EPOCH - 13 : training on 266682872 raw words (207297412 effective words) took 291.4s, 711410 effective words/s
2020-07-23 19:30:24,772 : INFO : EPOCH 14 - PROGRESS: at 0.35% examples, 728292 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:25,782 : INFO : EPOCH 14 - PROGRESS: at 0.74% examples, 733108 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:26,785 : INFO : EPOCH 14 - PROGRESS: at 1.10% examples, 734234 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:27,786 : INFO : EPOCH 14 - PROGRESS: at 1.46% examples, 735745 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:28,791 : INFO : EPOCH 14 - PROGRESS: at 1.80% examples, 736895 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:29,798 : INFO : EPOCH 14 - PROGRESS: at 2.18% examples, 736553 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:30,801 : INFO : EPOCH 14 - PROGRESS: at 2.53% examples, 734832 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:31,812 : INFO : EPOCH 14 - PROGRESS: at 2.85% examples, 736509 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:32,814 : INFO : EPOCH 14 - PROGRESS: at 3.20% examples, 737934 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:33,815 : INFO : EPOCH 14 - PROGRESS: at 3.56% examples, 738180 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:34,821 : INFO : EPOCH 14 - PROGRESS: at 3.94% examples, 738306 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:35,825 : INFO : EPOCH 14 - PROGRESS: at 4.29% examples, 737859 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:36,833 : INFO : EPOCH 14 - PROGRESS: at 4.65% examples, 737823 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:37,846 : INFO : EPOCH 14 - PROGRESS: at 5.04% examples, 737268 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:38,853 : INFO : EPOCH 14 - PROGRESS: at 5.40% examples, 737609 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:39,859 : INFO : EPOCH 14 - PROGRESS: at 5.76% examples, 737959 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:40,859 : INFO : EPOCH 14 - PROGRESS: at 6.12% examples, 738216 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:41,870 : INFO : EPOCH 14 - PROGRESS: at 6.48% examples, 738256 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:42,879 : INFO : EPOCH 14 - PROGRESS: at 6.82% examples, 737997 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:43,886 : INFO : EPOCH 14 - PROGRESS: at 7.17% examples, 737998 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:44,889 : INFO : EPOCH 14 - PROGRESS: at 7.53% examples, 738228 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:45,895 : INFO : EPOCH 14 - PROGRESS: at 7.88% examples, 738472 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:46,901 : INFO : EPOCH 14 - PROGRESS: at 8.21% examples, 737814 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:47,903 : INFO : EPOCH 14 - PROGRESS: at 8.57% examples, 737977 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:30:48,914 : INFO : EPOCH 14 - PROGRESS: at 8.96% examples, 737713 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:49,919 : INFO : EPOCH 14 - PROGRESS: at 9.29% examples, 737643 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:50,931 : INFO : EPOCH 14 - PROGRESS: at 9.66% examples, 737742 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:51,936 : INFO : EPOCH 14 - PROGRESS: at 10.02% examples, 738017 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:52,939 : INFO : EPOCH 14 - PROGRESS: at 10.34% examples, 738384 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:53,949 : INFO : EPOCH 14 - PROGRESS: at 10.74% examples, 738118 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:54,950 : INFO : EPOCH 14 - PROGRESS: at 11.09% examples, 738192 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:55,951 : INFO : EPOCH 14 - PROGRESS: at 11.43% examples, 738153 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:56,954 : INFO : EPOCH 14 - PROGRESS: at 11.79% examples, 738115 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:57,957 : INFO : EPOCH 14 - PROGRESS: at 12.14% examples, 738380 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:30:58,978 : INFO : EPOCH 14 - PROGRESS: at 12.50% examples, 738302 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:30:59,979 : INFO : EPOCH 14 - PROGRESS: at 12.85% examples, 738440 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:00,995 : INFO : EPOCH 14 - PROGRESS: at 13.19% examples, 738172 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:02,000 : INFO : EPOCH 14 - PROGRESS: at 13.55% examples, 738072 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:03,001 : INFO : EPOCH 14 - PROGRESS: at 13.89% examples, 738239 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:04,002 : INFO : EPOCH 14 - PROGRESS: at 14.27% examples, 738225 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:05,008 : INFO : EPOCH 14 - PROGRESS: at 14.65% examples, 738343 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:06,013 : INFO : EPOCH 14 - PROGRESS: at 14.98% examples, 738185 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:07,023 : INFO : EPOCH 14 - PROGRESS: at 15.35% examples, 738414 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:08,035 : INFO : EPOCH 14 - PROGRESS: at 15.73% examples, 738421 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:09,042 : INFO : EPOCH 14 - PROGRESS: at 16.11% examples, 738453 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:10,046 : INFO : EPOCH 14 - PROGRESS: at 16.49% examples, 738620 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:11,049 : INFO : EPOCH 14 - PROGRESS: at 16.84% examples, 738387 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:12,057 : INFO : EPOCH 14 - PROGRESS: at 17.18% examples, 738557 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:13,063 : INFO : EPOCH 14 - PROGRESS: at 17.55% examples, 738500 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:14,074 : INFO : EPOCH 14 - PROGRESS: at 17.90% examples, 738734 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:15,075 : INFO : EPOCH 14 - PROGRESS: at 18.24% examples, 738912 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:16,079 : INFO : EPOCH 14 - PROGRESS: at 18.58% examples, 738941 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:17,084 : INFO : EPOCH 14 - PROGRESS: at 18.94% examples, 738912 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:31:18,086 : INFO : EPOCH 14 - PROGRESS: at 19.32% examples, 738976 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:19,087 : INFO : EPOCH 14 - PROGRESS: at 19.68% examples, 739204 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:20,099 : INFO : EPOCH 14 - PROGRESS: at 20.07% examples, 739083 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:21,104 : INFO : EPOCH 14 - PROGRESS: at 20.43% examples, 739127 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:22,114 : INFO : EPOCH 14 - PROGRESS: at 20.80% examples, 739147 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:23,116 : INFO : EPOCH 14 - PROGRESS: at 21.16% examples, 739116 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:24,121 : INFO : EPOCH 14 - PROGRESS: at 21.52% examples, 739052 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:25,132 : INFO : EPOCH 14 - PROGRESS: at 21.91% examples, 738969 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:26,145 : INFO : EPOCH 14 - PROGRESS: at 22.25% examples, 739066 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:31:27,150 : INFO : EPOCH 14 - PROGRESS: at 22.59% examples, 739113 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:28,159 : INFO : EPOCH 14 - PROGRESS: at 22.95% examples, 739028 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:29,167 : INFO : EPOCH 14 - PROGRESS: at 23.31% examples, 739215 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:30,183 : INFO : EPOCH 14 - PROGRESS: at 23.68% examples, 738929 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:31,189 : INFO : EPOCH 14 - PROGRESS: at 24.02% examples, 739034 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:32,193 : INFO : EPOCH 14 - PROGRESS: at 24.41% examples, 738982 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:33,200 : INFO : EPOCH 14 - PROGRESS: at 24.78% examples, 739161 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:34,201 : INFO : EPOCH 14 - PROGRESS: at 25.16% examples, 739058 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:35,218 : INFO : EPOCH 14 - PROGRESS: at 25.52% examples, 738916 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:36,222 : INFO : EPOCH 14 - PROGRESS: at 25.88% examples, 738883 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:37,230 : INFO : EPOCH 14 - PROGRESS: at 26.24% examples, 738881 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:38,236 : INFO : EPOCH 14 - PROGRESS: at 26.63% examples, 738744 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:39,242 : INFO : EPOCH 14 - PROGRESS: at 26.99% examples, 738810 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:40,247 : INFO : EPOCH 14 - PROGRESS: at 27.36% examples, 738816 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:41,254 : INFO : EPOCH 14 - PROGRESS: at 27.73% examples, 738773 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:42,261 : INFO : EPOCH 14 - PROGRESS: at 28.06% examples, 738709 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:31:43,280 : INFO : EPOCH 14 - PROGRESS: at 28.43% examples, 738640 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:44,281 : INFO : EPOCH 14 - PROGRESS: at 28.77% examples, 738622 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:45,294 : INFO : EPOCH 14 - PROGRESS: at 29.12% examples, 738629 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:46,304 : INFO : EPOCH 14 - PROGRESS: at 29.46% examples, 738677 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:47,306 : INFO : EPOCH 14 - PROGRESS: at 29.83% examples, 738662 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:48,311 : INFO : EPOCH 14 - PROGRESS: at 30.17% examples, 738772 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:49,312 : INFO : EPOCH 14 - PROGRESS: at 30.51% examples, 738772 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:50,314 : INFO : EPOCH 14 - PROGRESS: at 30.88% examples, 738706 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:51,322 : INFO : EPOCH 14 - PROGRESS: at 31.26% examples, 738684 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:52,324 : INFO : EPOCH 14 - PROGRESS: at 31.64% examples, 738687 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:53,327 : INFO : EPOCH 14 - PROGRESS: at 31.98% examples, 738777 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:54,334 : INFO : EPOCH 14 - PROGRESS: at 32.33% examples, 738765 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:55,340 : INFO : EPOCH 14 - PROGRESS: at 32.68% examples, 738768 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:56,341 : INFO : EPOCH 14 - PROGRESS: at 33.03% examples, 738790 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:57,342 : INFO : EPOCH 14 - PROGRESS: at 33.38% examples, 738835 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:58,356 : INFO : EPOCH 14 - PROGRESS: at 33.73% examples, 738872 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:31:59,363 : INFO : EPOCH 14 - PROGRESS: at 34.10% examples, 738847 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:00,383 : INFO : EPOCH 14 - PROGRESS: at 34.48% examples, 738610 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:32:01,386 : INFO : EPOCH 14 - PROGRESS: at 34.82% examples, 738762 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:02,387 : INFO : EPOCH 14 - PROGRESS: at 35.19% examples, 738780 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:03,388 : INFO : EPOCH 14 - PROGRESS: at 35.54% examples, 738755 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:04,401 : INFO : EPOCH 14 - PROGRESS: at 35.90% examples, 738731 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:05,416 : INFO : EPOCH 14 - PROGRESS: at 36.27% examples, 738783 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:06,417 : INFO : EPOCH 14 - PROGRESS: at 36.65% examples, 738844 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:32:07,420 : INFO : EPOCH 14 - PROGRESS: at 37.04% examples, 738753 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:08,422 : INFO : EPOCH 14 - PROGRESS: at 37.40% examples, 738738 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:09,427 : INFO : EPOCH 14 - PROGRESS: at 37.77% examples, 738746 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:10,439 : INFO : EPOCH 14 - PROGRESS: at 38.12% examples, 738724 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:11,449 : INFO : EPOCH 14 - PROGRESS: at 38.48% examples, 738793 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:12,459 : INFO : EPOCH 14 - PROGRESS: at 38.82% examples, 738763 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:13,479 : INFO : EPOCH 14 - PROGRESS: at 39.19% examples, 738737 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:14,489 : INFO : EPOCH 14 - PROGRESS: at 39.54% examples, 738751 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:15,489 : INFO : EPOCH 14 - PROGRESS: at 39.90% examples, 738770 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:16,489 : INFO : EPOCH 14 - PROGRESS: at 40.25% examples, 738795 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:17,496 : INFO : EPOCH 14 - PROGRESS: at 40.62% examples, 738787 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:18,501 : INFO : EPOCH 14 - PROGRESS: at 40.97% examples, 738825 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:19,521 : INFO : EPOCH 14 - PROGRESS: at 41.34% examples, 738717 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:20,532 : INFO : EPOCH 14 - PROGRESS: at 41.69% examples, 738833 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:21,540 : INFO : EPOCH 14 - PROGRESS: at 42.07% examples, 738831 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:22,552 : INFO : EPOCH 14 - PROGRESS: at 42.44% examples, 738884 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:23,564 : INFO : EPOCH 14 - PROGRESS: at 42.81% examples, 738843 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:24,564 : INFO : EPOCH 14 - PROGRESS: at 43.14% examples, 738989 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:25,567 : INFO : EPOCH 14 - PROGRESS: at 43.50% examples, 738955 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:32:26,568 : INFO : EPOCH 14 - PROGRESS: at 43.85% examples, 738978 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:27,575 : INFO : EPOCH 14 - PROGRESS: at 44.19% examples, 739010 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:28,576 : INFO : EPOCH 14 - PROGRESS: at 44.54% examples, 739044 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:29,579 : INFO : EPOCH 14 - PROGRESS: at 44.88% examples, 738987 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:30,595 : INFO : EPOCH 14 - PROGRESS: at 45.26% examples, 738970 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:31,599 : INFO : EPOCH 14 - PROGRESS: at 45.59% examples, 738895 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:32,599 : INFO : EPOCH 14 - PROGRESS: at 45.97% examples, 738928 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:33,601 : INFO : EPOCH 14 - PROGRESS: at 46.34% examples, 738970 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:34,607 : INFO : EPOCH 14 - PROGRESS: at 46.70% examples, 738941 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:35,607 : INFO : EPOCH 14 - PROGRESS: at 47.05% examples, 738902 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:36,611 : INFO : EPOCH 14 - PROGRESS: at 47.43% examples, 738900 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:37,620 : INFO : EPOCH 14 - PROGRESS: at 47.80% examples, 738797 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:32:38,631 : INFO : EPOCH 14 - PROGRESS: at 48.13% examples, 738525 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:39,649 : INFO : EPOCH 14 - PROGRESS: at 48.46% examples, 738023 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:40,652 : INFO : EPOCH 14 - PROGRESS: at 48.77% examples, 737618 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:41,662 : INFO : EPOCH 14 - PROGRESS: at 49.07% examples, 737154 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:42,667 : INFO : EPOCH 14 - PROGRESS: at 49.41% examples, 736676 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:43,675 : INFO : EPOCH 14 - PROGRESS: at 49.73% examples, 736197 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:44,697 : INFO : EPOCH 14 - PROGRESS: at 50.10% examples, 735658 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:45,698 : INFO : EPOCH 14 - PROGRESS: at 50.41% examples, 735166 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:46,709 : INFO : EPOCH 14 - PROGRESS: at 50.73% examples, 734697 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:47,716 : INFO : EPOCH 14 - PROGRESS: at 51.05% examples, 734266 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:32:48,719 : INFO : EPOCH 14 - PROGRESS: at 51.37% examples, 733845 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:49,723 : INFO : EPOCH 14 - PROGRESS: at 51.70% examples, 733444 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:50,740 : INFO : EPOCH 14 - PROGRESS: at 52.02% examples, 732990 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:51,745 : INFO : EPOCH 14 - PROGRESS: at 52.36% examples, 732554 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:52,751 : INFO : EPOCH 14 - PROGRESS: at 52.67% examples, 732169 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:53,763 : INFO : EPOCH 14 - PROGRESS: at 53.00% examples, 731686 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:54,789 : INFO : EPOCH 14 - PROGRESS: at 53.35% examples, 731305 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:55,791 : INFO : EPOCH 14 - PROGRESS: at 53.66% examples, 730934 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:56,795 : INFO : EPOCH 14 - PROGRESS: at 53.99% examples, 730572 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:57,805 : INFO : EPOCH 14 - PROGRESS: at 54.30% examples, 730161 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:58,823 : INFO : EPOCH 14 - PROGRESS: at 54.61% examples, 729510 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:32:59,826 : INFO : EPOCH 14 - PROGRESS: at 54.93% examples, 729109 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:00,839 : INFO : EPOCH 14 - PROGRESS: at 55.23% examples, 728691 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:01,843 : INFO : EPOCH 14 - PROGRESS: at 55.56% examples, 728264 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:33:02,854 : INFO : EPOCH 14 - PROGRESS: at 55.88% examples, 727686 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:03,864 : INFO : EPOCH 14 - PROGRESS: at 56.19% examples, 726803 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:04,864 : INFO : EPOCH 14 - PROGRESS: at 56.53% examples, 726640 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:05,864 : INFO : EPOCH 14 - PROGRESS: at 56.89% examples, 726781 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:06,866 : INFO : EPOCH 14 - PROGRESS: at 57.23% examples, 726918 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:07,868 : INFO : EPOCH 14 - PROGRESS: at 57.58% examples, 726896 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:33:08,879 : INFO : EPOCH 14 - PROGRESS: at 57.96% examples, 726940 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:09,882 : INFO : EPOCH 14 - PROGRESS: at 58.29% examples, 727069 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:10,889 : INFO : EPOCH 14 - PROGRESS: at 58.66% examples, 727134 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:33:11,904 : INFO : EPOCH 14 - PROGRESS: at 59.03% examples, 727115 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:12,925 : INFO : EPOCH 14 - PROGRESS: at 59.39% examples, 727196 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:33:13,941 : INFO : EPOCH 14 - PROGRESS: at 59.78% examples, 727256 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:14,949 : INFO : EPOCH 14 - PROGRESS: at 60.13% examples, 727292 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:15,954 : INFO : EPOCH 14 - PROGRESS: at 60.48% examples, 727407 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:16,955 : INFO : EPOCH 14 - PROGRESS: at 60.83% examples, 727412 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:17,958 : INFO : EPOCH 14 - PROGRESS: at 61.20% examples, 727481 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:33:18,959 : INFO : EPOCH 14 - PROGRESS: at 61.56% examples, 727549 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:19,967 : INFO : EPOCH 14 - PROGRESS: at 61.90% examples, 727627 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:20,991 : INFO : EPOCH 14 - PROGRESS: at 62.27% examples, 727597 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:22,005 : INFO : EPOCH 14 - PROGRESS: at 62.62% examples, 727702 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:33:23,011 : INFO : EPOCH 14 - PROGRESS: at 62.98% examples, 727807 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:24,014 : INFO : EPOCH 14 - PROGRESS: at 63.35% examples, 727886 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:25,027 : INFO : EPOCH 14 - PROGRESS: at 63.70% examples, 727941 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:26,028 : INFO : EPOCH 14 - PROGRESS: at 64.08% examples, 727914 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:27,035 : INFO : EPOCH 14 - PROGRESS: at 64.42% examples, 727645 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:33:28,039 : INFO : EPOCH 14 - PROGRESS: at 64.75% examples, 727367 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:29,041 : INFO : EPOCH 14 - PROGRESS: at 65.10% examples, 727066 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:30,042 : INFO : EPOCH 14 - PROGRESS: at 65.42% examples, 726788 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:31,054 : INFO : EPOCH 14 - PROGRESS: at 65.73% examples, 726499 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:32,062 : INFO : EPOCH 14 - PROGRESS: at 66.06% examples, 726225 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:33,067 : INFO : EPOCH 14 - PROGRESS: at 66.38% examples, 725904 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:34,067 : INFO : EPOCH 14 - PROGRESS: at 66.70% examples, 725673 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:35,081 : INFO : EPOCH 14 - PROGRESS: at 67.03% examples, 725270 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:36,088 : INFO : EPOCH 14 - PROGRESS: at 67.34% examples, 725056 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:37,089 : INFO : EPOCH 14 - PROGRESS: at 67.67% examples, 724782 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:38,114 : INFO : EPOCH 14 - PROGRESS: at 68.02% examples, 724439 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:39,117 : INFO : EPOCH 14 - PROGRESS: at 68.34% examples, 724210 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:33:40,121 : INFO : EPOCH 14 - PROGRESS: at 68.68% examples, 723888 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:41,126 : INFO : EPOCH 14 - PROGRESS: at 69.02% examples, 723610 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:42,139 : INFO : EPOCH 14 - PROGRESS: at 69.31% examples, 723371 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:43,144 : INFO : EPOCH 14 - PROGRESS: at 69.62% examples, 723130 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:44,149 : INFO : EPOCH 14 - PROGRESS: at 69.94% examples, 722859 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:45,162 : INFO : EPOCH 14 - PROGRESS: at 70.28% examples, 722625 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:46,168 : INFO : EPOCH 14 - PROGRESS: at 70.62% examples, 722384 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:47,182 : INFO : EPOCH 14 - PROGRESS: at 70.95% examples, 722126 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:48,189 : INFO : EPOCH 14 - PROGRESS: at 71.29% examples, 721857 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:49,198 : INFO : EPOCH 14 - PROGRESS: at 71.61% examples, 721578 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:33:50,207 : INFO : EPOCH 14 - PROGRESS: at 71.96% examples, 721340 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:51,219 : INFO : EPOCH 14 - PROGRESS: at 72.29% examples, 721079 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:33:52,221 : INFO : EPOCH 14 - PROGRESS: at 72.60% examples, 720895 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:33:53,232 : INFO : EPOCH 14 - PROGRESS: at 72.91% examples, 720680 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:33:54,237 : INFO : EPOCH 14 - PROGRESS: at 73.23% examples, 720396 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:55,246 : INFO : EPOCH 14 - PROGRESS: at 73.54% examples, 720172 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:33:56,256 : INFO : EPOCH 14 - PROGRESS: at 73.88% examples, 719914 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:33:57,256 : INFO : EPOCH 14 - PROGRESS: at 74.22% examples, 719696 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:58,273 : INFO : EPOCH 14 - PROGRESS: at 74.55% examples, 719466 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:33:59,278 : INFO : EPOCH 14 - PROGRESS: at 74.86% examples, 719244 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:00,284 : INFO : EPOCH 14 - PROGRESS: at 75.21% examples, 718992 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:01,284 : INFO : EPOCH 14 - PROGRESS: at 75.54% examples, 718794 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:02,286 : INFO : EPOCH 14 - PROGRESS: at 75.89% examples, 718563 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:03,293 : INFO : EPOCH 14 - PROGRESS: at 76.21% examples, 718350 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:04,298 : INFO : EPOCH 14 - PROGRESS: at 76.52% examples, 718154 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:05,308 : INFO : EPOCH 14 - PROGRESS: at 76.86% examples, 717945 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:34:06,315 : INFO : EPOCH 14 - PROGRESS: at 77.17% examples, 717813 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:07,321 : INFO : EPOCH 14 - PROGRESS: at 77.51% examples, 717540 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:08,323 : INFO : EPOCH 14 - PROGRESS: at 77.81% examples, 717392 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:09,343 : INFO : EPOCH 14 - PROGRESS: at 78.15% examples, 717187 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:10,346 : INFO : EPOCH 14 - PROGRESS: at 78.47% examples, 717018 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:11,347 : INFO : EPOCH 14 - PROGRESS: at 78.79% examples, 716840 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:12,365 : INFO : EPOCH 14 - PROGRESS: at 79.10% examples, 716642 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:13,366 : INFO : EPOCH 14 - PROGRESS: at 79.44% examples, 716421 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:14,384 : INFO : EPOCH 14 - PROGRESS: at 79.76% examples, 716229 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:15,385 : INFO : EPOCH 14 - PROGRESS: at 80.10% examples, 715995 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:16,385 : INFO : EPOCH 14 - PROGRESS: at 80.41% examples, 715826 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:17,391 : INFO : EPOCH 14 - PROGRESS: at 80.74% examples, 715632 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:18,396 : INFO : EPOCH 14 - PROGRESS: at 81.10% examples, 715442 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:19,407 : INFO : EPOCH 14 - PROGRESS: at 81.42% examples, 715275 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:20,413 : INFO : EPOCH 14 - PROGRESS: at 81.75% examples, 715082 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:21,415 : INFO : EPOCH 14 - PROGRESS: at 82.07% examples, 714925 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:22,428 : INFO : EPOCH 14 - PROGRESS: at 82.39% examples, 714762 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:23,436 : INFO : EPOCH 14 - PROGRESS: at 82.74% examples, 714588 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:24,442 : INFO : EPOCH 14 - PROGRESS: at 83.06% examples, 714405 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:34:25,455 : INFO : EPOCH 14 - PROGRESS: at 83.40% examples, 714216 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:26,460 : INFO : EPOCH 14 - PROGRESS: at 83.70% examples, 714103 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:34:27,461 : INFO : EPOCH 14 - PROGRESS: at 84.04% examples, 713886 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:28,467 : INFO : EPOCH 14 - PROGRESS: at 84.37% examples, 713718 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:29,469 : INFO : EPOCH 14 - PROGRESS: at 84.68% examples, 713597 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:30,470 : INFO : EPOCH 14 - PROGRESS: at 85.01% examples, 713389 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:31,475 : INFO : EPOCH 14 - PROGRESS: at 85.31% examples, 713243 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:32,479 : INFO : EPOCH 14 - PROGRESS: at 85.66% examples, 713039 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:33,481 : INFO : EPOCH 14 - PROGRESS: at 85.98% examples, 712836 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:34:34,485 : INFO : EPOCH 14 - PROGRESS: at 86.31% examples, 712681 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:34:35,502 : INFO : EPOCH 14 - PROGRESS: at 86.63% examples, 712445 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:36,507 : INFO : EPOCH 14 - PROGRESS: at 86.96% examples, 712348 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:37,516 : INFO : EPOCH 14 - PROGRESS: at 87.29% examples, 712185 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:38,517 : INFO : EPOCH 14 - PROGRESS: at 87.63% examples, 711997 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:39,530 : INFO : EPOCH 14 - PROGRESS: at 87.96% examples, 711799 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:40,531 : INFO : EPOCH 14 - PROGRESS: at 88.28% examples, 711653 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:41,538 : INFO : EPOCH 14 - PROGRESS: at 88.62% examples, 711447 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:42,546 : INFO : EPOCH 14 - PROGRESS: at 88.96% examples, 711297 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:43,552 : INFO : EPOCH 14 - PROGRESS: at 89.27% examples, 711182 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:44,553 : INFO : EPOCH 14 - PROGRESS: at 89.59% examples, 711047 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:45,559 : INFO : EPOCH 14 - PROGRESS: at 89.92% examples, 710878 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:46,575 : INFO : EPOCH 14 - PROGRESS: at 90.26% examples, 710731 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:47,576 : INFO : EPOCH 14 - PROGRESS: at 90.56% examples, 710620 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:48,580 : INFO : EPOCH 14 - PROGRESS: at 90.89% examples, 710456 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:49,593 : INFO : EPOCH 14 - PROGRESS: at 91.21% examples, 710328 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:50,598 : INFO : EPOCH 14 - PROGRESS: at 91.54% examples, 710162 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:51,622 : INFO : EPOCH 14 - PROGRESS: at 91.85% examples, 710001 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:52,644 : INFO : EPOCH 14 - PROGRESS: at 92.18% examples, 709888 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:53,650 : INFO : EPOCH 14 - PROGRESS: at 92.52% examples, 709695 words/s, in_qsize 8, out_qsize 1
2020-07-23 19:34:54,665 : INFO : EPOCH 14 - PROGRESS: at 92.83% examples, 709549 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:55,670 : INFO : EPOCH 14 - PROGRESS: at 93.12% examples, 709460 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:56,679 : INFO : EPOCH 14 - PROGRESS: at 93.42% examples, 709310 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:57,690 : INFO : EPOCH 14 - PROGRESS: at 93.76% examples, 709195 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:34:58,691 : INFO : EPOCH 14 - PROGRESS: at 94.07% examples, 709057 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:34:59,694 : INFO : EPOCH 14 - PROGRESS: at 94.40% examples, 708882 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:35:00,709 : INFO : EPOCH 14 - PROGRESS: at 94.72% examples, 708720 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:01,714 : INFO : EPOCH 14 - PROGRESS: at 95.04% examples, 708599 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:35:02,725 : INFO : EPOCH 14 - PROGRESS: at 95.35% examples, 708451 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:03,735 : INFO : EPOCH 14 - PROGRESS: at 95.69% examples, 708342 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:04,740 : INFO : EPOCH 14 - PROGRESS: at 96.00% examples, 708211 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:05,766 : INFO : EPOCH 14 - PROGRESS: at 96.33% examples, 708064 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:06,778 : INFO : EPOCH 14 - PROGRESS: at 96.65% examples, 707943 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:07,788 : INFO : EPOCH 14 - PROGRESS: at 96.96% examples, 707829 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:08,798 : INFO : EPOCH 14 - PROGRESS: at 97.28% examples, 707696 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:09,811 : INFO : EPOCH 14 - PROGRESS: at 97.64% examples, 707544 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:10,822 : INFO : EPOCH 14 - PROGRESS: at 97.99% examples, 707432 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:11,834 : INFO : EPOCH 14 - PROGRESS: at 98.32% examples, 707271 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:12,858 : INFO : EPOCH 14 - PROGRESS: at 98.65% examples, 707170 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:13,868 : INFO : EPOCH 14 - PROGRESS: at 98.97% examples, 707054 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:14,897 : INFO : EPOCH 14 - PROGRESS: at 99.31% examples, 706898 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:15,908 : INFO : EPOCH 14 - PROGRESS: at 99.63% examples, 706794 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:16,909 : INFO : EPOCH 14 - PROGRESS: at 99.94% examples, 706671 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:35:17,085 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 19:35:17,101 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 19:35:17,102 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 19:35:17,104 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 19:35:17,105 : INFO : EPOCH - 14 : training on 266682872 raw words (207300253 effective words) took 293.3s, 706695 effective words/s
2020-07-23 19:35:18,114 : INFO : EPOCH 15 - PROGRESS: at 0.32% examples, 656735 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:35:19,122 : INFO : EPOCH 15 - PROGRESS: at 0.66% examples, 664721 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:20,131 : INFO : EPOCH 15 - PROGRESS: at 1.01% examples, 665286 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:21,140 : INFO : EPOCH 15 - PROGRESS: at 1.32% examples, 665256 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:22,156 : INFO : EPOCH 15 - PROGRESS: at 1.64% examples, 665230 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:23,170 : INFO : EPOCH 15 - PROGRESS: at 1.98% examples, 667841 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:24,173 : INFO : EPOCH 15 - PROGRESS: at 2.32% examples, 668278 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:25,179 : INFO : EPOCH 15 - PROGRESS: at 2.63% examples, 669972 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:26,194 : INFO : EPOCH 15 - PROGRESS: at 2.93% examples, 670846 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:27,201 : INFO : EPOCH 15 - PROGRESS: at 3.24% examples, 671143 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:28,205 : INFO : EPOCH 15 - PROGRESS: at 3.58% examples, 671688 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:29,215 : INFO : EPOCH 15 - PROGRESS: at 3.92% examples, 671461 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:35:30,216 : INFO : EPOCH 15 - PROGRESS: at 4.25% examples, 670983 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:31,230 : INFO : EPOCH 15 - PROGRESS: at 4.57% examples, 671371 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:32,230 : INFO : EPOCH 15 - PROGRESS: at 4.92% examples, 671837 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:33,234 : INFO : EPOCH 15 - PROGRESS: at 5.26% examples, 671561 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:34,258 : INFO : EPOCH 15 - PROGRESS: at 5.60% examples, 671584 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:35,263 : INFO : EPOCH 15 - PROGRESS: at 5.91% examples, 672026 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:36,266 : INFO : EPOCH 15 - PROGRESS: at 6.25% examples, 671412 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:37,267 : INFO : EPOCH 15 - PROGRESS: at 6.56% examples, 672965 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:38,273 : INFO : EPOCH 15 - PROGRESS: at 6.88% examples, 672023 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:39,296 : INFO : EPOCH 15 - PROGRESS: at 7.19% examples, 670593 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:40,298 : INFO : EPOCH 15 - PROGRESS: at 7.49% examples, 669720 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:35:41,318 : INFO : EPOCH 15 - PROGRESS: at 7.78% examples, 666808 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:42,318 : INFO : EPOCH 15 - PROGRESS: at 8.12% examples, 668149 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:35:43,318 : INFO : EPOCH 15 - PROGRESS: at 8.46% examples, 670656 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:44,334 : INFO : EPOCH 15 - PROGRESS: at 8.86% examples, 673341 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:45,341 : INFO : EPOCH 15 - PROGRESS: at 9.20% examples, 675757 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:46,354 : INFO : EPOCH 15 - PROGRESS: at 9.56% examples, 677780 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:47,356 : INFO : EPOCH 15 - PROGRESS: at 9.92% examples, 679972 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:48,362 : INFO : EPOCH 15 - PROGRESS: at 10.24% examples, 682033 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:35:49,374 : INFO : EPOCH 15 - PROGRESS: at 10.63% examples, 684058 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:50,389 : INFO : EPOCH 15 - PROGRESS: at 10.98% examples, 685591 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:51,404 : INFO : EPOCH 15 - PROGRESS: at 11.32% examples, 685941 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:52,414 : INFO : EPOCH 15 - PROGRESS: at 11.65% examples, 685568 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:53,415 : INFO : EPOCH 15 - PROGRESS: at 11.97% examples, 685209 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:54,419 : INFO : EPOCH 15 - PROGRESS: at 12.29% examples, 684782 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:55,428 : INFO : EPOCH 15 - PROGRESS: at 12.61% examples, 684856 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:56,435 : INFO : EPOCH 15 - PROGRESS: at 12.94% examples, 684886 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:57,438 : INFO : EPOCH 15 - PROGRESS: at 13.25% examples, 684452 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:35:58,444 : INFO : EPOCH 15 - PROGRESS: at 13.58% examples, 684443 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:35:59,449 : INFO : EPOCH 15 - PROGRESS: at 13.89% examples, 684175 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:00,462 : INFO : EPOCH 15 - PROGRESS: at 14.23% examples, 683643 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:36:01,463 : INFO : EPOCH 15 - PROGRESS: at 14.58% examples, 683388 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:02,466 : INFO : EPOCH 15 - PROGRESS: at 14.89% examples, 683382 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:03,482 : INFO : EPOCH 15 - PROGRESS: at 15.22% examples, 683050 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:04,492 : INFO : EPOCH 15 - PROGRESS: at 15.56% examples, 682784 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:05,500 : INFO : EPOCH 15 - PROGRESS: at 15.90% examples, 682705 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:06,511 : INFO : EPOCH 15 - PROGRESS: at 16.24% examples, 682402 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:07,530 : INFO : EPOCH 15 - PROGRESS: at 16.60% examples, 682055 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:08,539 : INFO : EPOCH 15 - PROGRESS: at 16.91% examples, 681928 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:09,542 : INFO : EPOCH 15 - PROGRESS: at 17.22% examples, 681957 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:10,554 : INFO : EPOCH 15 - PROGRESS: at 17.56% examples, 681735 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:36:11,555 : INFO : EPOCH 15 - PROGRESS: at 17.88% examples, 681771 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:12,575 : INFO : EPOCH 15 - PROGRESS: at 18.20% examples, 681469 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:13,584 : INFO : EPOCH 15 - PROGRESS: at 18.51% examples, 681521 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:14,597 : INFO : EPOCH 15 - PROGRESS: at 18.84% examples, 681552 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:15,604 : INFO : EPOCH 15 - PROGRESS: at 19.17% examples, 681376 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:16,608 : INFO : EPOCH 15 - PROGRESS: at 19.50% examples, 681246 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:17,619 : INFO : EPOCH 15 - PROGRESS: at 19.83% examples, 681261 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:36:18,640 : INFO : EPOCH 15 - PROGRESS: at 20.21% examples, 680909 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:19,649 : INFO : EPOCH 15 - PROGRESS: at 20.54% examples, 680824 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:20,656 : INFO : EPOCH 15 - PROGRESS: at 20.87% examples, 680795 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:36:21,658 : INFO : EPOCH 15 - PROGRESS: at 21.19% examples, 680785 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:22,673 : INFO : EPOCH 15 - PROGRESS: at 21.53% examples, 680632 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:23,682 : INFO : EPOCH 15 - PROGRESS: at 21.89% examples, 680462 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:36:24,683 : INFO : EPOCH 15 - PROGRESS: at 22.20% examples, 680529 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:25,687 : INFO : EPOCH 15 - PROGRESS: at 22.52% examples, 680474 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:26,689 : INFO : EPOCH 15 - PROGRESS: at 22.83% examples, 680367 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:27,713 : INFO : EPOCH 15 - PROGRESS: at 23.17% examples, 680171 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:28,720 : INFO : EPOCH 15 - PROGRESS: at 23.49% examples, 680135 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:29,720 : INFO : EPOCH 15 - PROGRESS: at 23.81% examples, 680070 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:36:30,728 : INFO : EPOCH 15 - PROGRESS: at 24.15% examples, 680044 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:31,736 : INFO : EPOCH 15 - PROGRESS: at 24.50% examples, 679788 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:36:32,739 : INFO : EPOCH 15 - PROGRESS: at 24.83% examples, 679679 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:33,744 : INFO : EPOCH 15 - PROGRESS: at 25.16% examples, 679547 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:34,752 : INFO : EPOCH 15 - PROGRESS: at 25.49% examples, 679446 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:36:35,761 : INFO : EPOCH 15 - PROGRESS: at 25.82% examples, 679271 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:36,767 : INFO : EPOCH 15 - PROGRESS: at 26.16% examples, 679238 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:37,774 : INFO : EPOCH 15 - PROGRESS: at 26.51% examples, 679152 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:38,796 : INFO : EPOCH 15 - PROGRESS: at 26.84% examples, 679062 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:39,800 : INFO : EPOCH 15 - PROGRESS: at 27.20% examples, 679068 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:40,802 : INFO : EPOCH 15 - PROGRESS: at 27.51% examples, 678993 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:41,818 : INFO : EPOCH 15 - PROGRESS: at 27.84% examples, 678839 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:42,845 : INFO : EPOCH 15 - PROGRESS: at 28.16% examples, 678766 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:43,846 : INFO : EPOCH 15 - PROGRESS: at 28.50% examples, 678863 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:44,851 : INFO : EPOCH 15 - PROGRESS: at 28.81% examples, 678784 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:45,867 : INFO : EPOCH 15 - PROGRESS: at 29.13% examples, 678648 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:46,882 : INFO : EPOCH 15 - PROGRESS: at 29.45% examples, 678751 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:47,888 : INFO : EPOCH 15 - PROGRESS: at 29.78% examples, 678634 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:48,899 : INFO : EPOCH 15 - PROGRESS: at 30.08% examples, 678543 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:49,900 : INFO : EPOCH 15 - PROGRESS: at 30.41% examples, 678551 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:50,912 : INFO : EPOCH 15 - PROGRESS: at 30.73% examples, 678559 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:51,917 : INFO : EPOCH 15 - PROGRESS: at 31.07% examples, 678495 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:52,933 : INFO : EPOCH 15 - PROGRESS: at 31.43% examples, 678267 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:53,939 : INFO : EPOCH 15 - PROGRESS: at 31.78% examples, 678213 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:54,943 : INFO : EPOCH 15 - PROGRESS: at 32.08% examples, 678231 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:55,948 : INFO : EPOCH 15 - PROGRESS: at 32.41% examples, 678293 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:56,950 : INFO : EPOCH 15 - PROGRESS: at 32.72% examples, 678345 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:36:57,956 : INFO : EPOCH 15 - PROGRESS: at 33.03% examples, 678293 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:58,968 : INFO : EPOCH 15 - PROGRESS: at 33.36% examples, 678233 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:36:59,975 : INFO : EPOCH 15 - PROGRESS: at 33.68% examples, 678274 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:37:00,984 : INFO : EPOCH 15 - PROGRESS: at 34.01% examples, 678180 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:01,987 : INFO : EPOCH 15 - PROGRESS: at 34.36% examples, 678116 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:02,991 : INFO : EPOCH 15 - PROGRESS: at 34.69% examples, 678088 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:04,002 : INFO : EPOCH 15 - PROGRESS: at 35.01% examples, 678103 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:05,009 : INFO : EPOCH 15 - PROGRESS: at 35.34% examples, 678046 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:06,012 : INFO : EPOCH 15 - PROGRESS: at 35.65% examples, 678090 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:07,033 : INFO : EPOCH 15 - PROGRESS: at 36.00% examples, 677998 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:08,046 : INFO : EPOCH 15 - PROGRESS: at 36.33% examples, 678104 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:09,063 : INFO : EPOCH 15 - PROGRESS: at 36.68% examples, 678048 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:10,067 : INFO : EPOCH 15 - PROGRESS: at 37.05% examples, 677980 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:11,074 : INFO : EPOCH 15 - PROGRESS: at 37.37% examples, 677897 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:37:12,075 : INFO : EPOCH 15 - PROGRESS: at 37.71% examples, 677880 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:13,077 : INFO : EPOCH 15 - PROGRESS: at 38.01% examples, 677865 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:14,089 : INFO : EPOCH 15 - PROGRESS: at 38.35% examples, 677766 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:15,110 : INFO : EPOCH 15 - PROGRESS: at 38.67% examples, 677696 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:16,118 : INFO : EPOCH 15 - PROGRESS: at 38.99% examples, 677687 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:17,132 : INFO : EPOCH 15 - PROGRESS: at 39.32% examples, 677634 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:18,135 : INFO : EPOCH 15 - PROGRESS: at 39.65% examples, 677626 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:19,160 : INFO : EPOCH 15 - PROGRESS: at 39.97% examples, 677531 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:20,165 : INFO : EPOCH 15 - PROGRESS: at 40.30% examples, 677576 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:21,187 : INFO : EPOCH 15 - PROGRESS: at 40.63% examples, 677537 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:22,198 : INFO : EPOCH 15 - PROGRESS: at 40.97% examples, 677558 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:37:23,204 : INFO : EPOCH 15 - PROGRESS: at 41.30% examples, 677442 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:24,205 : INFO : EPOCH 15 - PROGRESS: at 41.61% examples, 677490 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:25,210 : INFO : EPOCH 15 - PROGRESS: at 41.95% examples, 677422 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:26,233 : INFO : EPOCH 15 - PROGRESS: at 42.29% examples, 677388 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:27,236 : INFO : EPOCH 15 - PROGRESS: at 42.62% examples, 677442 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:28,241 : INFO : EPOCH 15 - PROGRESS: at 42.95% examples, 677403 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:37:29,251 : INFO : EPOCH 15 - PROGRESS: at 43.26% examples, 677466 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:30,253 : INFO : EPOCH 15 - PROGRESS: at 43.60% examples, 677407 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:31,263 : INFO : EPOCH 15 - PROGRESS: at 43.91% examples, 677483 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:32,271 : INFO : EPOCH 15 - PROGRESS: at 44.22% examples, 677448 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:33,294 : INFO : EPOCH 15 - PROGRESS: at 44.55% examples, 677421 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:37:34,298 : INFO : EPOCH 15 - PROGRESS: at 44.86% examples, 677408 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:35,307 : INFO : EPOCH 15 - PROGRESS: at 45.20% examples, 677385 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:36,315 : INFO : EPOCH 15 - PROGRESS: at 45.52% examples, 677339 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:37,316 : INFO : EPOCH 15 - PROGRESS: at 45.85% examples, 677331 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:38,324 : INFO : EPOCH 15 - PROGRESS: at 46.20% examples, 677252 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:39,325 : INFO : EPOCH 15 - PROGRESS: at 46.53% examples, 677235 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:40,326 : INFO : EPOCH 15 - PROGRESS: at 46.84% examples, 677162 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:41,327 : INFO : EPOCH 15 - PROGRESS: at 47.17% examples, 677167 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:42,328 : INFO : EPOCH 15 - PROGRESS: at 47.51% examples, 677145 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:37:43,338 : INFO : EPOCH 15 - PROGRESS: at 47.84% examples, 677043 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:44,344 : INFO : EPOCH 15 - PROGRESS: at 48.17% examples, 677080 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:45,349 : INFO : EPOCH 15 - PROGRESS: at 48.50% examples, 677163 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:46,362 : INFO : EPOCH 15 - PROGRESS: at 48.81% examples, 677144 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:47,374 : INFO : EPOCH 15 - PROGRESS: at 49.12% examples, 677160 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:48,400 : INFO : EPOCH 15 - PROGRESS: at 49.46% examples, 677138 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:49,400 : INFO : EPOCH 15 - PROGRESS: at 49.80% examples, 677138 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:50,418 : INFO : EPOCH 15 - PROGRESS: at 50.15% examples, 677025 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:37:51,424 : INFO : EPOCH 15 - PROGRESS: at 50.48% examples, 677015 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:52,448 : INFO : EPOCH 15 - PROGRESS: at 50.80% examples, 676952 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:53,456 : INFO : EPOCH 15 - PROGRESS: at 51.12% examples, 676942 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:54,458 : INFO : EPOCH 15 - PROGRESS: at 51.44% examples, 676888 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:55,466 : INFO : EPOCH 15 - PROGRESS: at 51.76% examples, 676948 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:56,467 : INFO : EPOCH 15 - PROGRESS: at 52.07% examples, 676919 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:57,475 : INFO : EPOCH 15 - PROGRESS: at 52.44% examples, 676910 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:58,492 : INFO : EPOCH 15 - PROGRESS: at 52.74% examples, 676925 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:37:59,496 : INFO : EPOCH 15 - PROGRESS: at 53.07% examples, 676884 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:38:00,496 : INFO : EPOCH 15 - PROGRESS: at 53.41% examples, 676808 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:01,505 : INFO : EPOCH 15 - PROGRESS: at 53.73% examples, 676798 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:02,510 : INFO : EPOCH 15 - PROGRESS: at 54.05% examples, 676812 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:03,520 : INFO : EPOCH 15 - PROGRESS: at 54.38% examples, 676812 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:04,520 : INFO : EPOCH 15 - PROGRESS: at 54.71% examples, 676829 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:38:05,525 : INFO : EPOCH 15 - PROGRESS: at 55.03% examples, 676810 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:06,538 : INFO : EPOCH 15 - PROGRESS: at 55.35% examples, 676814 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:07,561 : INFO : EPOCH 15 - PROGRESS: at 55.67% examples, 676771 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:08,562 : INFO : EPOCH 15 - PROGRESS: at 56.00% examples, 676769 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:09,569 : INFO : EPOCH 15 - PROGRESS: at 56.36% examples, 676687 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:38:10,575 : INFO : EPOCH 15 - PROGRESS: at 56.69% examples, 676676 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:11,589 : INFO : EPOCH 15 - PROGRESS: at 57.00% examples, 676763 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:12,601 : INFO : EPOCH 15 - PROGRESS: at 57.34% examples, 676741 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:13,614 : INFO : EPOCH 15 - PROGRESS: at 57.66% examples, 676683 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:14,635 : INFO : EPOCH 15 - PROGRESS: at 58.00% examples, 676651 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:15,646 : INFO : EPOCH 15 - PROGRESS: at 58.31% examples, 676627 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:16,650 : INFO : EPOCH 15 - PROGRESS: at 58.63% examples, 676584 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:17,661 : INFO : EPOCH 15 - PROGRESS: at 58.99% examples, 676581 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:18,675 : INFO : EPOCH 15 - PROGRESS: at 59.31% examples, 676421 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:19,683 : INFO : EPOCH 15 - PROGRESS: at 59.63% examples, 676236 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:20,683 : INFO : EPOCH 15 - PROGRESS: at 59.93% examples, 675750 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:21,690 : INFO : EPOCH 15 - PROGRESS: at 60.23% examples, 675841 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:22,691 : INFO : EPOCH 15 - PROGRESS: at 60.60% examples, 676209 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:23,697 : INFO : EPOCH 15 - PROGRESS: at 60.97% examples, 676602 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:24,707 : INFO : EPOCH 15 - PROGRESS: at 61.34% examples, 676909 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:25,715 : INFO : EPOCH 15 - PROGRESS: at 61.69% examples, 677255 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:26,715 : INFO : EPOCH 15 - PROGRESS: at 62.02% examples, 677614 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:27,723 : INFO : EPOCH 15 - PROGRESS: at 62.40% examples, 677972 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:28,724 : INFO : EPOCH 15 - PROGRESS: at 62.74% examples, 678264 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:29,725 : INFO : EPOCH 15 - PROGRESS: at 63.11% examples, 678632 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:30,735 : INFO : EPOCH 15 - PROGRESS: at 63.46% examples, 678949 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:31,738 : INFO : EPOCH 15 - PROGRESS: at 63.84% examples, 679266 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:32,761 : INFO : EPOCH 15 - PROGRESS: at 64.21% examples, 679577 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:33,765 : INFO : EPOCH 15 - PROGRESS: at 64.60% examples, 679945 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:34,774 : INFO : EPOCH 15 - PROGRESS: at 64.97% examples, 680244 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:35,779 : INFO : EPOCH 15 - PROGRESS: at 65.34% examples, 680570 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:36,780 : INFO : EPOCH 15 - PROGRESS: at 65.68% examples, 680820 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:37,783 : INFO : EPOCH 15 - PROGRESS: at 66.03% examples, 681172 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:38,783 : INFO : EPOCH 15 - PROGRESS: at 66.39% examples, 681518 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:39,784 : INFO : EPOCH 15 - PROGRESS: at 66.74% examples, 681788 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:38:40,788 : INFO : EPOCH 15 - PROGRESS: at 67.11% examples, 682054 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:41,805 : INFO : EPOCH 15 - PROGRESS: at 67.44% examples, 682293 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:42,806 : INFO : EPOCH 15 - PROGRESS: at 67.81% examples, 682600 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:43,811 : INFO : EPOCH 15 - PROGRESS: at 68.18% examples, 682840 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:44,817 : INFO : EPOCH 15 - PROGRESS: at 68.54% examples, 683107 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:38:45,824 : INFO : EPOCH 15 - PROGRESS: at 68.92% examples, 683373 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:46,830 : INFO : EPOCH 15 - PROGRESS: at 69.25% examples, 683693 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:47,842 : INFO : EPOCH 15 - PROGRESS: at 69.60% examples, 683988 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:48,845 : INFO : EPOCH 15 - PROGRESS: at 69.95% examples, 684219 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:49,851 : INFO : EPOCH 15 - PROGRESS: at 70.33% examples, 684490 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:50,851 : INFO : EPOCH 15 - PROGRESS: at 70.69% examples, 684758 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:51,858 : INFO : EPOCH 15 - PROGRESS: at 71.06% examples, 685023 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:52,867 : INFO : EPOCH 15 - PROGRESS: at 71.42% examples, 685309 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:53,867 : INFO : EPOCH 15 - PROGRESS: at 71.81% examples, 685504 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:54,868 : INFO : EPOCH 15 - PROGRESS: at 72.15% examples, 685800 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:38:55,874 : INFO : EPOCH 15 - PROGRESS: at 72.52% examples, 686056 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:56,877 : INFO : EPOCH 15 - PROGRESS: at 72.84% examples, 686351 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:57,878 : INFO : EPOCH 15 - PROGRESS: at 73.21% examples, 686605 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:58,897 : INFO : EPOCH 15 - PROGRESS: at 73.55% examples, 686815 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:38:59,900 : INFO : EPOCH 15 - PROGRESS: at 73.92% examples, 687061 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:00,906 : INFO : EPOCH 15 - PROGRESS: at 74.30% examples, 687284 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:01,922 : INFO : EPOCH 15 - PROGRESS: at 74.66% examples, 687500 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:02,925 : INFO : EPOCH 15 - PROGRESS: at 75.00% examples, 687738 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:03,935 : INFO : EPOCH 15 - PROGRESS: at 75.38% examples, 687960 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:04,944 : INFO : EPOCH 15 - PROGRESS: at 75.76% examples, 688153 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:05,951 : INFO : EPOCH 15 - PROGRESS: at 76.13% examples, 688355 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:39:06,954 : INFO : EPOCH 15 - PROGRESS: at 76.47% examples, 688630 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:07,961 : INFO : EPOCH 15 - PROGRESS: at 76.85% examples, 688880 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:08,961 : INFO : EPOCH 15 - PROGRESS: at 77.19% examples, 689126 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:09,963 : INFO : EPOCH 15 - PROGRESS: at 77.56% examples, 689372 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:10,965 : INFO : EPOCH 15 - PROGRESS: at 77.90% examples, 689622 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:11,971 : INFO : EPOCH 15 - PROGRESS: at 78.27% examples, 689840 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:12,989 : INFO : EPOCH 15 - PROGRESS: at 78.62% examples, 690081 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:13,991 : INFO : EPOCH 15 - PROGRESS: at 78.96% examples, 690333 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:14,993 : INFO : EPOCH 15 - PROGRESS: at 79.32% examples, 690568 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:15,996 : INFO : EPOCH 15 - PROGRESS: at 79.68% examples, 690737 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:39:17,000 : INFO : EPOCH 15 - PROGRESS: at 80.06% examples, 690958 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:18,005 : INFO : EPOCH 15 - PROGRESS: at 80.41% examples, 691168 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:19,008 : INFO : EPOCH 15 - PROGRESS: at 80.77% examples, 691399 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:20,013 : INFO : EPOCH 15 - PROGRESS: at 81.17% examples, 691570 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:21,014 : INFO : EPOCH 15 - PROGRESS: at 81.51% examples, 691791 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:39:22,023 : INFO : EPOCH 15 - PROGRESS: at 81.87% examples, 692002 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:23,031 : INFO : EPOCH 15 - PROGRESS: at 82.20% examples, 692218 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:24,045 : INFO : EPOCH 15 - PROGRESS: at 82.59% examples, 692405 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:25,075 : INFO : EPOCH 15 - PROGRESS: at 82.96% examples, 692582 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:26,077 : INFO : EPOCH 15 - PROGRESS: at 83.34% examples, 692832 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:27,078 : INFO : EPOCH 15 - PROGRESS: at 83.67% examples, 693075 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:28,095 : INFO : EPOCH 15 - PROGRESS: at 84.05% examples, 693221 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:29,103 : INFO : EPOCH 15 - PROGRESS: at 84.41% examples, 693461 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:30,104 : INFO : EPOCH 15 - PROGRESS: at 84.75% examples, 693601 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:31,113 : INFO : EPOCH 15 - PROGRESS: at 85.12% examples, 693818 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:32,114 : INFO : EPOCH 15 - PROGRESS: at 85.46% examples, 694000 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:33,128 : INFO : EPOCH 15 - PROGRESS: at 85.84% examples, 694167 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:34,134 : INFO : EPOCH 15 - PROGRESS: at 86.20% examples, 694359 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:35,139 : INFO : EPOCH 15 - PROGRESS: at 86.57% examples, 694542 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:36,140 : INFO : EPOCH 15 - PROGRESS: at 86.92% examples, 694751 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:37,141 : INFO : EPOCH 15 - PROGRESS: at 87.28% examples, 694892 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:38,141 : INFO : EPOCH 15 - PROGRESS: at 87.64% examples, 695021 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:39,153 : INFO : EPOCH 15 - PROGRESS: at 88.02% examples, 695208 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:40,153 : INFO : EPOCH 15 - PROGRESS: at 88.38% examples, 695406 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:41,160 : INFO : EPOCH 15 - PROGRESS: at 88.75% examples, 695516 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:42,182 : INFO : EPOCH 15 - PROGRESS: at 89.11% examples, 695679 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:43,182 : INFO : EPOCH 15 - PROGRESS: at 89.45% examples, 695876 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:44,184 : INFO : EPOCH 15 - PROGRESS: at 89.81% examples, 696018 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:39:45,190 : INFO : EPOCH 15 - PROGRESS: at 90.19% examples, 696202 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:46,198 : INFO : EPOCH 15 - PROGRESS: at 90.52% examples, 696431 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:47,198 : INFO : EPOCH 15 - PROGRESS: at 90.89% examples, 696593 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:48,206 : INFO : EPOCH 15 - PROGRESS: at 91.25% examples, 696745 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:49,207 : INFO : EPOCH 15 - PROGRESS: at 91.59% examples, 696936 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:50,209 : INFO : EPOCH 15 - PROGRESS: at 91.94% examples, 697101 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:51,221 : INFO : EPOCH 15 - PROGRESS: at 92.32% examples, 697269 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:52,222 : INFO : EPOCH 15 - PROGRESS: at 92.67% examples, 697427 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:53,223 : INFO : EPOCH 15 - PROGRESS: at 93.00% examples, 697589 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:54,238 : INFO : EPOCH 15 - PROGRESS: at 93.32% examples, 697748 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:55,259 : INFO : EPOCH 15 - PROGRESS: at 93.68% examples, 697892 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:56,259 : INFO : EPOCH 15 - PROGRESS: at 94.05% examples, 698102 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:57,260 : INFO : EPOCH 15 - PROGRESS: at 94.41% examples, 698259 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:39:58,261 : INFO : EPOCH 15 - PROGRESS: at 94.76% examples, 698391 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:39:59,264 : INFO : EPOCH 15 - PROGRESS: at 95.12% examples, 698550 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:00,267 : INFO : EPOCH 15 - PROGRESS: at 95.47% examples, 698699 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:01,285 : INFO : EPOCH 15 - PROGRESS: at 95.80% examples, 698833 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:02,285 : INFO : EPOCH 15 - PROGRESS: at 96.17% examples, 698948 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:03,287 : INFO : EPOCH 15 - PROGRESS: at 96.51% examples, 699110 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:04,296 : INFO : EPOCH 15 - PROGRESS: at 96.87% examples, 699271 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:05,296 : INFO : EPOCH 15 - PROGRESS: at 97.22% examples, 699436 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:40:06,306 : INFO : EPOCH 15 - PROGRESS: at 97.59% examples, 699573 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:07,314 : INFO : EPOCH 15 - PROGRESS: at 97.98% examples, 699694 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:08,331 : INFO : EPOCH 15 - PROGRESS: at 98.34% examples, 699814 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:09,341 : INFO : EPOCH 15 - PROGRESS: at 98.70% examples, 699997 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:10,353 : INFO : EPOCH 15 - PROGRESS: at 99.08% examples, 700133 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:11,360 : INFO : EPOCH 15 - PROGRESS: at 99.43% examples, 700277 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:12,368 : INFO : EPOCH 15 - PROGRESS: at 99.78% examples, 700423 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:12,999 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 19:40:13,010 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 19:40:13,019 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 19:40:13,021 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 19:40:13,021 : INFO : EPOCH - 15 : training on 266682872 raw words (207304477 effective words) took 295.9s, 700560 effective words/s
2020-07-23 19:40:14,032 : INFO : EPOCH 16 - PROGRESS: at 0.35% examples, 725221 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:15,032 : INFO : EPOCH 16 - PROGRESS: at 0.74% examples, 731391 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:16,049 : INFO : EPOCH 16 - PROGRESS: at 1.09% examples, 730146 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:17,071 : INFO : EPOCH 16 - PROGRESS: at 1.46% examples, 731006 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:18,073 : INFO : EPOCH 16 - PROGRESS: at 1.81% examples, 734994 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:19,078 : INFO : EPOCH 16 - PROGRESS: at 2.18% examples, 736215 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:20,096 : INFO : EPOCH 16 - PROGRESS: at 2.55% examples, 735279 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:21,097 : INFO : EPOCH 16 - PROGRESS: at 2.86% examples, 737350 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:22,104 : INFO : EPOCH 16 - PROGRESS: at 3.21% examples, 737918 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:23,116 : INFO : EPOCH 16 - PROGRESS: at 3.57% examples, 737209 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:24,132 : INFO : EPOCH 16 - PROGRESS: at 3.95% examples, 736259 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:25,138 : INFO : EPOCH 16 - PROGRESS: at 4.31% examples, 736565 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:26,142 : INFO : EPOCH 16 - PROGRESS: at 4.67% examples, 737728 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:27,153 : INFO : EPOCH 16 - PROGRESS: at 5.05% examples, 736666 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:28,161 : INFO : EPOCH 16 - PROGRESS: at 5.42% examples, 737096 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:29,167 : INFO : EPOCH 16 - PROGRESS: at 5.77% examples, 736889 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:30,172 : INFO : EPOCH 16 - PROGRESS: at 6.13% examples, 737526 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:31,196 : INFO : EPOCH 16 - PROGRESS: at 6.50% examples, 737154 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:32,206 : INFO : EPOCH 16 - PROGRESS: at 6.85% examples, 737900 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:33,211 : INFO : EPOCH 16 - PROGRESS: at 7.19% examples, 737682 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:34,223 : INFO : EPOCH 16 - PROGRESS: at 7.54% examples, 737643 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:35,226 : INFO : EPOCH 16 - PROGRESS: at 7.89% examples, 737934 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:36,227 : INFO : EPOCH 16 - PROGRESS: at 8.24% examples, 738051 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:40:37,235 : INFO : EPOCH 16 - PROGRESS: at 8.60% examples, 737899 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:40:38,238 : INFO : EPOCH 16 - PROGRESS: at 8.98% examples, 737950 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:39,244 : INFO : EPOCH 16 - PROGRESS: at 9.32% examples, 738041 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:40,245 : INFO : EPOCH 16 - PROGRESS: at 9.69% examples, 738397 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:41,257 : INFO : EPOCH 16 - PROGRESS: at 10.04% examples, 738467 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:42,259 : INFO : EPOCH 16 - PROGRESS: at 10.36% examples, 738704 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:43,260 : INFO : EPOCH 16 - PROGRESS: at 10.76% examples, 738093 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:44,265 : INFO : EPOCH 16 - PROGRESS: at 11.12% examples, 738538 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:45,274 : INFO : EPOCH 16 - PROGRESS: at 11.46% examples, 738714 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:46,283 : INFO : EPOCH 16 - PROGRESS: at 11.83% examples, 738955 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:47,290 : INFO : EPOCH 16 - PROGRESS: at 12.19% examples, 739185 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:48,305 : INFO : EPOCH 16 - PROGRESS: at 12.54% examples, 739203 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:49,307 : INFO : EPOCH 16 - PROGRESS: at 12.89% examples, 739650 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:50,313 : INFO : EPOCH 16 - PROGRESS: at 13.24% examples, 739617 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:51,322 : INFO : EPOCH 16 - PROGRESS: at 13.59% examples, 739663 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:52,325 : INFO : EPOCH 16 - PROGRESS: at 13.94% examples, 739961 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:40:53,330 : INFO : EPOCH 16 - PROGRESS: at 14.32% examples, 739833 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:54,332 : INFO : EPOCH 16 - PROGRESS: at 14.70% examples, 739944 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:55,332 : INFO : EPOCH 16 - PROGRESS: at 15.04% examples, 739750 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:40:56,336 : INFO : EPOCH 16 - PROGRESS: at 15.41% examples, 740113 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:57,346 : INFO : EPOCH 16 - PROGRESS: at 15.78% examples, 739945 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:40:58,353 : INFO : EPOCH 16 - PROGRESS: at 16.15% examples, 739465 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:40:59,357 : INFO : EPOCH 16 - PROGRESS: at 16.52% examples, 738784 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:00,360 : INFO : EPOCH 16 - PROGRESS: at 16.84% examples, 737385 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:01,374 : INFO : EPOCH 16 - PROGRESS: at 17.15% examples, 735949 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:02,377 : INFO : EPOCH 16 - PROGRESS: at 17.50% examples, 735966 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:03,382 : INFO : EPOCH 16 - PROGRESS: at 17.86% examples, 736052 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:04,391 : INFO : EPOCH 16 - PROGRESS: at 18.20% examples, 736182 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:41:05,399 : INFO : EPOCH 16 - PROGRESS: at 18.55% examples, 736508 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:41:06,411 : INFO : EPOCH 16 - PROGRESS: at 18.90% examples, 736543 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:07,412 : INFO : EPOCH 16 - PROGRESS: at 19.28% examples, 736821 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:08,414 : INFO : EPOCH 16 - PROGRESS: at 19.64% examples, 736903 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:09,424 : INFO : EPOCH 16 - PROGRESS: at 20.03% examples, 736974 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:10,428 : INFO : EPOCH 16 - PROGRESS: at 20.38% examples, 736965 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:11,430 : INFO : EPOCH 16 - PROGRESS: at 20.77% examples, 736973 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:12,433 : INFO : EPOCH 16 - PROGRESS: at 21.13% examples, 737095 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:13,435 : INFO : EPOCH 16 - PROGRESS: at 21.49% examples, 737140 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:14,446 : INFO : EPOCH 16 - PROGRESS: at 21.89% examples, 737241 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:15,449 : INFO : EPOCH 16 - PROGRESS: at 22.22% examples, 737519 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:16,465 : INFO : EPOCH 16 - PROGRESS: at 22.58% examples, 737613 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:17,475 : INFO : EPOCH 16 - PROGRESS: at 22.93% examples, 737644 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:18,481 : INFO : EPOCH 16 - PROGRESS: at 23.29% examples, 737695 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:19,486 : INFO : EPOCH 16 - PROGRESS: at 23.66% examples, 737802 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:20,506 : INFO : EPOCH 16 - PROGRESS: at 24.01% examples, 737796 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:21,524 : INFO : EPOCH 16 - PROGRESS: at 24.39% examples, 737631 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:22,528 : INFO : EPOCH 16 - PROGRESS: at 24.75% examples, 737628 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:23,540 : INFO : EPOCH 16 - PROGRESS: at 25.14% examples, 737568 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:24,552 : INFO : EPOCH 16 - PROGRESS: at 25.50% examples, 737665 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:25,553 : INFO : EPOCH 16 - PROGRESS: at 25.87% examples, 737746 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:26,554 : INFO : EPOCH 16 - PROGRESS: at 26.24% examples, 737830 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:41:27,566 : INFO : EPOCH 16 - PROGRESS: at 26.62% examples, 737701 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:28,575 : INFO : EPOCH 16 - PROGRESS: at 26.98% examples, 737921 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:29,584 : INFO : EPOCH 16 - PROGRESS: at 27.36% examples, 738008 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:30,592 : INFO : EPOCH 16 - PROGRESS: at 27.73% examples, 738165 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:31,601 : INFO : EPOCH 16 - PROGRESS: at 28.06% examples, 738132 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:32,603 : INFO : EPOCH 16 - PROGRESS: at 28.44% examples, 738208 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:33,616 : INFO : EPOCH 16 - PROGRESS: at 28.78% examples, 738179 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:34,620 : INFO : EPOCH 16 - PROGRESS: at 29.13% examples, 738150 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:41:35,627 : INFO : EPOCH 16 - PROGRESS: at 29.47% examples, 738294 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:36,638 : INFO : EPOCH 16 - PROGRESS: at 29.84% examples, 738198 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:37,644 : INFO : EPOCH 16 - PROGRESS: at 30.18% examples, 738378 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:38,656 : INFO : EPOCH 16 - PROGRESS: at 30.53% examples, 738453 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:39,671 : INFO : EPOCH 16 - PROGRESS: at 30.91% examples, 738469 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:40,685 : INFO : EPOCH 16 - PROGRESS: at 31.30% examples, 738445 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:41:41,693 : INFO : EPOCH 16 - PROGRESS: at 31.68% examples, 738449 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:42,694 : INFO : EPOCH 16 - PROGRESS: at 32.01% examples, 738522 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:43,708 : INFO : EPOCH 16 - PROGRESS: at 32.37% examples, 738506 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:41:44,717 : INFO : EPOCH 16 - PROGRESS: at 32.72% examples, 738535 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:45,718 : INFO : EPOCH 16 - PROGRESS: at 33.06% examples, 738638 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:46,721 : INFO : EPOCH 16 - PROGRESS: at 33.41% examples, 738514 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:47,726 : INFO : EPOCH 16 - PROGRESS: at 33.76% examples, 738567 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:48,733 : INFO : EPOCH 16 - PROGRESS: at 34.13% examples, 738481 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:49,742 : INFO : EPOCH 16 - PROGRESS: at 34.51% examples, 738454 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:50,744 : INFO : EPOCH 16 - PROGRESS: at 34.84% examples, 738535 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:51,766 : INFO : EPOCH 16 - PROGRESS: at 35.22% examples, 738474 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:52,774 : INFO : EPOCH 16 - PROGRESS: at 35.58% examples, 738562 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:53,779 : INFO : EPOCH 16 - PROGRESS: at 35.94% examples, 738651 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:54,779 : INFO : EPOCH 16 - PROGRESS: at 36.30% examples, 738637 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:55,787 : INFO : EPOCH 16 - PROGRESS: at 36.68% examples, 738642 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:56,793 : INFO : EPOCH 16 - PROGRESS: at 37.08% examples, 738630 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:57,796 : INFO : EPOCH 16 - PROGRESS: at 37.44% examples, 738654 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:58,806 : INFO : EPOCH 16 - PROGRESS: at 37.81% examples, 738671 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:41:59,807 : INFO : EPOCH 16 - PROGRESS: at 38.16% examples, 738776 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:00,821 : INFO : EPOCH 16 - PROGRESS: at 38.52% examples, 738737 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:01,834 : INFO : EPOCH 16 - PROGRESS: at 38.87% examples, 738732 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:42:02,834 : INFO : EPOCH 16 - PROGRESS: at 39.22% examples, 738693 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:03,839 : INFO : EPOCH 16 - PROGRESS: at 39.57% examples, 738602 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:04,845 : INFO : EPOCH 16 - PROGRESS: at 39.94% examples, 738674 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:05,849 : INFO : EPOCH 16 - PROGRESS: at 40.28% examples, 738702 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:06,868 : INFO : EPOCH 16 - PROGRESS: at 40.65% examples, 738652 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:07,871 : INFO : EPOCH 16 - PROGRESS: at 41.02% examples, 738767 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:08,878 : INFO : EPOCH 16 - PROGRESS: at 41.38% examples, 738779 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:09,882 : INFO : EPOCH 16 - PROGRESS: at 41.74% examples, 738927 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:42:10,886 : INFO : EPOCH 16 - PROGRESS: at 42.11% examples, 738871 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:11,888 : INFO : EPOCH 16 - PROGRESS: at 42.47% examples, 738972 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:12,892 : INFO : EPOCH 16 - PROGRESS: at 42.83% examples, 738930 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:13,902 : INFO : EPOCH 16 - PROGRESS: at 43.18% examples, 739049 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:14,910 : INFO : EPOCH 16 - PROGRESS: at 43.54% examples, 739079 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:15,918 : INFO : EPOCH 16 - PROGRESS: at 43.89% examples, 739142 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:16,935 : INFO : EPOCH 16 - PROGRESS: at 44.23% examples, 739121 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:17,936 : INFO : EPOCH 16 - PROGRESS: at 44.58% examples, 739237 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:18,945 : INFO : EPOCH 16 - PROGRESS: at 44.93% examples, 739195 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:42:19,949 : INFO : EPOCH 16 - PROGRESS: at 45.31% examples, 739207 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:20,950 : INFO : EPOCH 16 - PROGRESS: at 45.65% examples, 739161 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:21,953 : INFO : EPOCH 16 - PROGRESS: at 46.02% examples, 739131 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:22,959 : INFO : EPOCH 16 - PROGRESS: at 46.40% examples, 739171 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:23,968 : INFO : EPOCH 16 - PROGRESS: at 46.75% examples, 739139 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:24,974 : INFO : EPOCH 16 - PROGRESS: at 47.11% examples, 739230 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:42:25,981 : INFO : EPOCH 16 - PROGRESS: at 47.48% examples, 739043 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:26,983 : INFO : EPOCH 16 - PROGRESS: at 47.85% examples, 739088 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:27,993 : INFO : EPOCH 16 - PROGRESS: at 48.22% examples, 739134 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:29,001 : INFO : EPOCH 16 - PROGRESS: at 48.55% examples, 739136 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:42:30,007 : INFO : EPOCH 16 - PROGRESS: at 48.90% examples, 739211 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:42:31,012 : INFO : EPOCH 16 - PROGRESS: at 49.25% examples, 739221 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:32,014 : INFO : EPOCH 16 - PROGRESS: at 49.61% examples, 739285 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:33,024 : INFO : EPOCH 16 - PROGRESS: at 49.99% examples, 739211 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:34,032 : INFO : EPOCH 16 - PROGRESS: at 50.37% examples, 739192 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:42:35,044 : INFO : EPOCH 16 - PROGRESS: at 50.72% examples, 739225 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:36,051 : INFO : EPOCH 16 - PROGRESS: at 51.07% examples, 739169 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:37,056 : INFO : EPOCH 16 - PROGRESS: at 51.42% examples, 739223 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:42:38,063 : INFO : EPOCH 16 - PROGRESS: at 51.77% examples, 739273 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:39,064 : INFO : EPOCH 16 - PROGRESS: at 52.13% examples, 739342 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:40,071 : INFO : EPOCH 16 - PROGRESS: at 52.50% examples, 739352 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:41,072 : INFO : EPOCH 16 - PROGRESS: at 52.86% examples, 739362 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:42,072 : INFO : EPOCH 16 - PROGRESS: at 53.22% examples, 739346 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:43,074 : INFO : EPOCH 16 - PROGRESS: at 53.58% examples, 739303 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:44,082 : INFO : EPOCH 16 - PROGRESS: at 53.94% examples, 739369 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:45,105 : INFO : EPOCH 16 - PROGRESS: at 54.29% examples, 739338 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:46,110 : INFO : EPOCH 16 - PROGRESS: at 54.66% examples, 739368 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:47,113 : INFO : EPOCH 16 - PROGRESS: at 55.00% examples, 739375 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:48,120 : INFO : EPOCH 16 - PROGRESS: at 55.36% examples, 739449 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:49,127 : INFO : EPOCH 16 - PROGRESS: at 55.71% examples, 739425 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:50,136 : INFO : EPOCH 16 - PROGRESS: at 56.08% examples, 739450 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:51,146 : INFO : EPOCH 16 - PROGRESS: at 56.43% examples, 739055 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:52,170 : INFO : EPOCH 16 - PROGRESS: at 56.77% examples, 738559 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:42:53,188 : INFO : EPOCH 16 - PROGRESS: at 57.08% examples, 738266 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:54,210 : INFO : EPOCH 16 - PROGRESS: at 57.41% examples, 737769 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:42:55,228 : INFO : EPOCH 16 - PROGRESS: at 57.74% examples, 737380 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:56,233 : INFO : EPOCH 16 - PROGRESS: at 58.07% examples, 736991 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:57,240 : INFO : EPOCH 16 - PROGRESS: at 58.39% examples, 736610 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:58,243 : INFO : EPOCH 16 - PROGRESS: at 58.72% examples, 736249 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:42:59,244 : INFO : EPOCH 16 - PROGRESS: at 59.06% examples, 735799 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:00,267 : INFO : EPOCH 16 - PROGRESS: at 59.39% examples, 735441 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:43:01,281 : INFO : EPOCH 16 - PROGRESS: at 59.74% examples, 735024 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:02,290 : INFO : EPOCH 16 - PROGRESS: at 60.07% examples, 734612 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:03,303 : INFO : EPOCH 16 - PROGRESS: at 60.38% examples, 734309 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:04,311 : INFO : EPOCH 16 - PROGRESS: at 60.71% examples, 733981 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:05,312 : INFO : EPOCH 16 - PROGRESS: at 61.05% examples, 733651 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:06,314 : INFO : EPOCH 16 - PROGRESS: at 61.39% examples, 733244 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:07,319 : INFO : EPOCH 16 - PROGRESS: at 61.70% examples, 732857 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:08,319 : INFO : EPOCH 16 - PROGRESS: at 62.00% examples, 732601 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:09,330 : INFO : EPOCH 16 - PROGRESS: at 62.34% examples, 732191 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:10,337 : INFO : EPOCH 16 - PROGRESS: at 62.65% examples, 731849 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:11,349 : INFO : EPOCH 16 - PROGRESS: at 62.98% examples, 731519 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:12,359 : INFO : EPOCH 16 - PROGRESS: at 63.31% examples, 731185 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:13,385 : INFO : EPOCH 16 - PROGRESS: at 63.64% examples, 730893 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:14,393 : INFO : EPOCH 16 - PROGRESS: at 64.00% examples, 730581 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:15,394 : INFO : EPOCH 16 - PROGRESS: at 64.33% examples, 730314 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:16,406 : INFO : EPOCH 16 - PROGRESS: at 64.68% examples, 729994 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:17,412 : INFO : EPOCH 16 - PROGRESS: at 65.01% examples, 729628 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:18,424 : INFO : EPOCH 16 - PROGRESS: at 65.34% examples, 729289 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:19,454 : INFO : EPOCH 16 - PROGRESS: at 65.67% examples, 728983 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:20,460 : INFO : EPOCH 16 - PROGRESS: at 65.99% examples, 728740 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:21,464 : INFO : EPOCH 16 - PROGRESS: at 66.32% examples, 728421 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:43:22,468 : INFO : EPOCH 16 - PROGRESS: at 66.63% examples, 728122 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:23,478 : INFO : EPOCH 16 - PROGRESS: at 66.96% examples, 727773 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:43:24,484 : INFO : EPOCH 16 - PROGRESS: at 67.27% examples, 727498 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:25,484 : INFO : EPOCH 16 - PROGRESS: at 67.59% examples, 727199 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:26,486 : INFO : EPOCH 16 - PROGRESS: at 67.92% examples, 726866 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:43:27,488 : INFO : EPOCH 16 - PROGRESS: at 68.26% examples, 726618 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:28,506 : INFO : EPOCH 16 - PROGRESS: at 68.61% examples, 726314 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:29,512 : INFO : EPOCH 16 - PROGRESS: at 68.94% examples, 726016 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:30,528 : INFO : EPOCH 16 - PROGRESS: at 69.24% examples, 725761 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:43:31,541 : INFO : EPOCH 16 - PROGRESS: at 69.56% examples, 725510 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:32,551 : INFO : EPOCH 16 - PROGRESS: at 69.87% examples, 725251 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:33,563 : INFO : EPOCH 16 - PROGRESS: at 70.21% examples, 724924 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:34,575 : INFO : EPOCH 16 - PROGRESS: at 70.55% examples, 724702 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:35,589 : INFO : EPOCH 16 - PROGRESS: at 70.89% examples, 724448 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:36,617 : INFO : EPOCH 16 - PROGRESS: at 71.23% examples, 724155 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:43:37,623 : INFO : EPOCH 16 - PROGRESS: at 71.55% examples, 723910 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:38,630 : INFO : EPOCH 16 - PROGRESS: at 71.89% examples, 723507 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:39,630 : INFO : EPOCH 16 - PROGRESS: at 72.19% examples, 723109 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:40,646 : INFO : EPOCH 16 - PROGRESS: at 72.48% examples, 722466 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:41,655 : INFO : EPOCH 16 - PROGRESS: at 72.79% examples, 722261 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:42,661 : INFO : EPOCH 16 - PROGRESS: at 73.13% examples, 722335 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:43,671 : INFO : EPOCH 16 - PROGRESS: at 73.49% examples, 722440 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:44,681 : INFO : EPOCH 16 - PROGRESS: at 73.86% examples, 722552 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:45,689 : INFO : EPOCH 16 - PROGRESS: at 74.24% examples, 722629 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:43:46,690 : INFO : EPOCH 16 - PROGRESS: at 74.59% examples, 722737 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:47,696 : INFO : EPOCH 16 - PROGRESS: at 74.94% examples, 722838 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:48,698 : INFO : EPOCH 16 - PROGRESS: at 75.32% examples, 722936 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:49,700 : INFO : EPOCH 16 - PROGRESS: at 75.69% examples, 722956 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:50,716 : INFO : EPOCH 16 - PROGRESS: at 76.06% examples, 722984 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:51,720 : INFO : EPOCH 16 - PROGRESS: at 76.42% examples, 723132 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:52,720 : INFO : EPOCH 16 - PROGRESS: at 76.78% examples, 723253 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:53,731 : INFO : EPOCH 16 - PROGRESS: at 77.13% examples, 723324 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:54,741 : INFO : EPOCH 16 - PROGRESS: at 77.51% examples, 723407 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:55,764 : INFO : EPOCH 16 - PROGRESS: at 77.85% examples, 723534 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:56,770 : INFO : EPOCH 16 - PROGRESS: at 78.21% examples, 723645 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:57,775 : INFO : EPOCH 16 - PROGRESS: at 78.55% examples, 723704 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:58,776 : INFO : EPOCH 16 - PROGRESS: at 78.91% examples, 723810 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:43:59,786 : INFO : EPOCH 16 - PROGRESS: at 79.26% examples, 723896 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:00,788 : INFO : EPOCH 16 - PROGRESS: at 79.64% examples, 723978 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:01,795 : INFO : EPOCH 16 - PROGRESS: at 80.00% examples, 724023 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:02,800 : INFO : EPOCH 16 - PROGRESS: at 80.36% examples, 724094 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:03,806 : INFO : EPOCH 16 - PROGRESS: at 80.71% examples, 724159 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:04,812 : INFO : EPOCH 16 - PROGRESS: at 81.11% examples, 724258 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:05,828 : INFO : EPOCH 16 - PROGRESS: at 81.46% examples, 724310 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:06,845 : INFO : EPOCH 16 - PROGRESS: at 81.82% examples, 724420 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:07,846 : INFO : EPOCH 16 - PROGRESS: at 82.16% examples, 724471 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:44:08,846 : INFO : EPOCH 16 - PROGRESS: at 82.54% examples, 724564 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:09,846 : INFO : EPOCH 16 - PROGRESS: at 82.90% examples, 724629 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:10,851 : INFO : EPOCH 16 - PROGRESS: at 83.27% examples, 724724 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:11,852 : INFO : EPOCH 16 - PROGRESS: at 83.61% examples, 724812 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:12,854 : INFO : EPOCH 16 - PROGRESS: at 83.99% examples, 724879 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:13,855 : INFO : EPOCH 16 - PROGRESS: at 84.34% examples, 724951 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:14,862 : INFO : EPOCH 16 - PROGRESS: at 84.68% examples, 725031 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:15,864 : INFO : EPOCH 16 - PROGRESS: at 85.06% examples, 725100 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:16,867 : INFO : EPOCH 16 - PROGRESS: at 85.40% examples, 725181 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:17,875 : INFO : EPOCH 16 - PROGRESS: at 85.77% examples, 725220 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:18,880 : INFO : EPOCH 16 - PROGRESS: at 86.13% examples, 725257 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:19,884 : INFO : EPOCH 16 - PROGRESS: at 86.49% examples, 725315 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:20,885 : INFO : EPOCH 16 - PROGRESS: at 86.85% examples, 725408 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:21,889 : INFO : EPOCH 16 - PROGRESS: at 87.21% examples, 725483 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:22,899 : INFO : EPOCH 16 - PROGRESS: at 87.58% examples, 725515 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:23,906 : INFO : EPOCH 16 - PROGRESS: at 87.94% examples, 725528 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:24,911 : INFO : EPOCH 16 - PROGRESS: at 88.30% examples, 725610 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:25,917 : INFO : EPOCH 16 - PROGRESS: at 88.67% examples, 725590 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:26,919 : INFO : EPOCH 16 - PROGRESS: at 89.03% examples, 725675 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:27,930 : INFO : EPOCH 16 - PROGRESS: at 89.37% examples, 725721 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:28,935 : INFO : EPOCH 16 - PROGRESS: at 89.75% examples, 725793 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:29,946 : INFO : EPOCH 16 - PROGRESS: at 90.12% examples, 725837 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:30,949 : INFO : EPOCH 16 - PROGRESS: at 90.46% examples, 725927 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:31,951 : INFO : EPOCH 16 - PROGRESS: at 90.83% examples, 726022 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:32,955 : INFO : EPOCH 16 - PROGRESS: at 91.17% examples, 726074 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:33,956 : INFO : EPOCH 16 - PROGRESS: at 91.54% examples, 726158 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:34,966 : INFO : EPOCH 16 - PROGRESS: at 91.88% examples, 726220 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:35,968 : INFO : EPOCH 16 - PROGRESS: at 92.24% examples, 726282 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:36,974 : INFO : EPOCH 16 - PROGRESS: at 92.59% examples, 726281 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:37,976 : INFO : EPOCH 16 - PROGRESS: at 92.93% examples, 726324 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:38,979 : INFO : EPOCH 16 - PROGRESS: at 93.24% examples, 726426 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:39,989 : INFO : EPOCH 16 - PROGRESS: at 93.59% examples, 726467 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:40,997 : INFO : EPOCH 16 - PROGRESS: at 93.96% examples, 726559 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:41,998 : INFO : EPOCH 16 - PROGRESS: at 94.32% examples, 726600 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:42,998 : INFO : EPOCH 16 - PROGRESS: at 94.68% examples, 726646 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:44,003 : INFO : EPOCH 16 - PROGRESS: at 95.03% examples, 726717 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:45,008 : INFO : EPOCH 16 - PROGRESS: at 95.38% examples, 726786 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:46,008 : INFO : EPOCH 16 - PROGRESS: at 95.74% examples, 726855 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:47,034 : INFO : EPOCH 16 - PROGRESS: at 96.09% examples, 726854 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:48,035 : INFO : EPOCH 16 - PROGRESS: at 96.44% examples, 726958 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:49,037 : INFO : EPOCH 16 - PROGRESS: at 96.80% examples, 726989 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:50,042 : INFO : EPOCH 16 - PROGRESS: at 97.14% examples, 727062 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:51,045 : INFO : EPOCH 16 - PROGRESS: at 97.51% examples, 727120 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:52,054 : INFO : EPOCH 16 - PROGRESS: at 97.91% examples, 727175 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:53,054 : INFO : EPOCH 16 - PROGRESS: at 98.28% examples, 727240 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:54,058 : INFO : EPOCH 16 - PROGRESS: at 98.64% examples, 727311 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:55,075 : INFO : EPOCH 16 - PROGRESS: at 98.99% examples, 727342 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:56,077 : INFO : EPOCH 16 - PROGRESS: at 99.36% examples, 727362 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:57,091 : INFO : EPOCH 16 - PROGRESS: at 99.71% examples, 727424 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:57,944 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 19:44:57,958 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 19:44:57,963 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 19:44:57,965 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 19:44:57,966 : INFO : EPOCH - 16 : training on 266682872 raw words (207297139 effective words) took 284.9s, 727506 effective words/s
2020-07-23 19:44:58,971 : INFO : EPOCH 17 - PROGRESS: at 0.35% examples, 721993 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:44:59,983 : INFO : EPOCH 17 - PROGRESS: at 0.73% examples, 725110 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:01,004 : INFO : EPOCH 17 - PROGRESS: at 1.09% examples, 727580 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:45:02,012 : INFO : EPOCH 17 - PROGRESS: at 1.46% examples, 733274 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:03,035 : INFO : EPOCH 17 - PROGRESS: at 1.81% examples, 735254 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:04,051 : INFO : EPOCH 17 - PROGRESS: at 2.19% examples, 735158 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:05,055 : INFO : EPOCH 17 - PROGRESS: at 2.55% examples, 734788 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:06,059 : INFO : EPOCH 17 - PROGRESS: at 2.87% examples, 736388 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:07,065 : INFO : EPOCH 17 - PROGRESS: at 3.21% examples, 737268 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:08,070 : INFO : EPOCH 17 - PROGRESS: at 3.57% examples, 736431 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:09,071 : INFO : EPOCH 17 - PROGRESS: at 3.94% examples, 736491 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:10,077 : INFO : EPOCH 17 - PROGRESS: at 4.31% examples, 736832 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:11,080 : INFO : EPOCH 17 - PROGRESS: at 4.67% examples, 738029 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:12,084 : INFO : EPOCH 17 - PROGRESS: at 5.05% examples, 737268 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:13,095 : INFO : EPOCH 17 - PROGRESS: at 5.42% examples, 737528 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:14,104 : INFO : EPOCH 17 - PROGRESS: at 5.77% examples, 737470 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:15,109 : INFO : EPOCH 17 - PROGRESS: at 6.13% examples, 737785 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:16,136 : INFO : EPOCH 17 - PROGRESS: at 6.50% examples, 737280 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:17,138 : INFO : EPOCH 17 - PROGRESS: at 6.85% examples, 737978 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:18,140 : INFO : EPOCH 17 - PROGRESS: at 7.19% examples, 738223 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:19,150 : INFO : EPOCH 17 - PROGRESS: at 7.54% examples, 738204 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:20,156 : INFO : EPOCH 17 - PROGRESS: at 7.89% examples, 738386 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:21,174 : INFO : EPOCH 17 - PROGRESS: at 8.24% examples, 738292 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:22,178 : INFO : EPOCH 17 - PROGRESS: at 8.60% examples, 738289 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:45:23,189 : INFO : EPOCH 17 - PROGRESS: at 8.98% examples, 738121 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:24,193 : INFO : EPOCH 17 - PROGRESS: at 9.33% examples, 738522 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:25,201 : INFO : EPOCH 17 - PROGRESS: at 9.69% examples, 738360 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:26,204 : INFO : EPOCH 17 - PROGRESS: at 10.04% examples, 738688 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:27,207 : INFO : EPOCH 17 - PROGRESS: at 10.37% examples, 738940 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:28,207 : INFO : EPOCH 17 - PROGRESS: at 10.76% examples, 738061 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:29,210 : INFO : EPOCH 17 - PROGRESS: at 11.12% examples, 738342 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:45:30,213 : INFO : EPOCH 17 - PROGRESS: at 11.46% examples, 738661 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:31,215 : INFO : EPOCH 17 - PROGRESS: at 11.83% examples, 738976 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:32,223 : INFO : EPOCH 17 - PROGRESS: at 12.18% examples, 739029 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:45:33,227 : INFO : EPOCH 17 - PROGRESS: at 12.53% examples, 739250 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:34,246 : INFO : EPOCH 17 - PROGRESS: at 12.88% examples, 739328 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:35,249 : INFO : EPOCH 17 - PROGRESS: at 13.23% examples, 739383 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:36,256 : INFO : EPOCH 17 - PROGRESS: at 13.58% examples, 739168 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:37,268 : INFO : EPOCH 17 - PROGRESS: at 13.93% examples, 739514 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:45:38,270 : INFO : EPOCH 17 - PROGRESS: at 14.32% examples, 739364 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:39,283 : INFO : EPOCH 17 - PROGRESS: at 14.70% examples, 739347 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:40,291 : INFO : EPOCH 17 - PROGRESS: at 15.04% examples, 739560 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:41,292 : INFO : EPOCH 17 - PROGRESS: at 15.41% examples, 739752 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:42,308 : INFO : EPOCH 17 - PROGRESS: at 15.78% examples, 739690 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:43,317 : INFO : EPOCH 17 - PROGRESS: at 16.16% examples, 739682 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:44,326 : INFO : EPOCH 17 - PROGRESS: at 16.54% examples, 739460 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:45,333 : INFO : EPOCH 17 - PROGRESS: at 16.89% examples, 739337 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:45:46,334 : INFO : EPOCH 17 - PROGRESS: at 17.24% examples, 739769 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:47,334 : INFO : EPOCH 17 - PROGRESS: at 17.59% examples, 739707 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:48,338 : INFO : EPOCH 17 - PROGRESS: at 17.95% examples, 739662 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:49,347 : INFO : EPOCH 17 - PROGRESS: at 18.28% examples, 739818 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:50,356 : INFO : EPOCH 17 - PROGRESS: at 18.64% examples, 740034 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:45:51,370 : INFO : EPOCH 17 - PROGRESS: at 19.00% examples, 739874 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:52,380 : INFO : EPOCH 17 - PROGRESS: at 19.36% examples, 740007 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:45:53,399 : INFO : EPOCH 17 - PROGRESS: at 19.74% examples, 739933 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:54,402 : INFO : EPOCH 17 - PROGRESS: at 20.14% examples, 740087 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:55,410 : INFO : EPOCH 17 - PROGRESS: at 20.50% examples, 740047 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:56,411 : INFO : EPOCH 17 - PROGRESS: at 20.86% examples, 739996 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:45:57,419 : INFO : EPOCH 17 - PROGRESS: at 21.22% examples, 739917 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:58,426 : INFO : EPOCH 17 - PROGRESS: at 21.60% examples, 739778 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:45:59,427 : INFO : EPOCH 17 - PROGRESS: at 21.97% examples, 739764 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:00,433 : INFO : EPOCH 17 - PROGRESS: at 22.29% examples, 739718 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:01,437 : INFO : EPOCH 17 - PROGRESS: at 22.63% examples, 739760 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:02,455 : INFO : EPOCH 17 - PROGRESS: at 23.00% examples, 739671 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:03,471 : INFO : EPOCH 17 - PROGRESS: at 23.38% examples, 739815 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:04,481 : INFO : EPOCH 17 - PROGRESS: at 23.74% examples, 739739 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:05,481 : INFO : EPOCH 17 - PROGRESS: at 24.09% examples, 739940 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:06,485 : INFO : EPOCH 17 - PROGRESS: at 24.48% examples, 739885 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:07,490 : INFO : EPOCH 17 - PROGRESS: at 24.84% examples, 739958 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:08,500 : INFO : EPOCH 17 - PROGRESS: at 25.23% examples, 739916 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:09,510 : INFO : EPOCH 17 - PROGRESS: at 25.58% examples, 739844 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:10,527 : INFO : EPOCH 17 - PROGRESS: at 25.95% examples, 739814 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:11,528 : INFO : EPOCH 17 - PROGRESS: at 26.32% examples, 739799 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:12,535 : INFO : EPOCH 17 - PROGRESS: at 26.70% examples, 739557 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:13,536 : INFO : EPOCH 17 - PROGRESS: at 27.06% examples, 739591 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:14,554 : INFO : EPOCH 17 - PROGRESS: at 27.43% examples, 739717 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:15,562 : INFO : EPOCH 17 - PROGRESS: at 27.79% examples, 739710 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:16,569 : INFO : EPOCH 17 - PROGRESS: at 28.13% examples, 739810 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:17,580 : INFO : EPOCH 17 - PROGRESS: at 28.51% examples, 739798 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:46:18,582 : INFO : EPOCH 17 - PROGRESS: at 28.84% examples, 739495 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:19,595 : INFO : EPOCH 17 - PROGRESS: at 29.17% examples, 739124 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:20,595 : INFO : EPOCH 17 - PROGRESS: at 29.47% examples, 738055 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:21,612 : INFO : EPOCH 17 - PROGRESS: at 29.82% examples, 737384 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:46:22,620 : INFO : EPOCH 17 - PROGRESS: at 30.16% examples, 737508 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:23,630 : INFO : EPOCH 17 - PROGRESS: at 30.51% examples, 737599 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:24,638 : INFO : EPOCH 17 - PROGRESS: at 30.88% examples, 737585 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:46:25,642 : INFO : EPOCH 17 - PROGRESS: at 31.26% examples, 737636 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:26,644 : INFO : EPOCH 17 - PROGRESS: at 31.64% examples, 737535 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:27,646 : INFO : EPOCH 17 - PROGRESS: at 31.96% examples, 737516 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:28,648 : INFO : EPOCH 17 - PROGRESS: at 32.32% examples, 737594 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:29,653 : INFO : EPOCH 17 - PROGRESS: at 32.68% examples, 737716 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:30,655 : INFO : EPOCH 17 - PROGRESS: at 33.02% examples, 737756 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:31,665 : INFO : EPOCH 17 - PROGRESS: at 33.38% examples, 737805 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:32,671 : INFO : EPOCH 17 - PROGRESS: at 33.73% examples, 737923 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:33,681 : INFO : EPOCH 17 - PROGRESS: at 34.10% examples, 737870 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:34,690 : INFO : EPOCH 17 - PROGRESS: at 34.48% examples, 737809 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:35,695 : INFO : EPOCH 17 - PROGRESS: at 34.82% examples, 737948 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:36,698 : INFO : EPOCH 17 - PROGRESS: at 35.19% examples, 737967 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:37,706 : INFO : EPOCH 17 - PROGRESS: at 35.55% examples, 737976 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:38,721 : INFO : EPOCH 17 - PROGRESS: at 35.91% examples, 738025 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:39,726 : INFO : EPOCH 17 - PROGRESS: at 36.28% examples, 738085 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:40,736 : INFO : EPOCH 17 - PROGRESS: at 36.66% examples, 738159 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:41,739 : INFO : EPOCH 17 - PROGRESS: at 37.06% examples, 738162 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:42,743 : INFO : EPOCH 17 - PROGRESS: at 37.41% examples, 738189 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:43,749 : INFO : EPOCH 17 - PROGRESS: at 37.78% examples, 738224 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:44,764 : INFO : EPOCH 17 - PROGRESS: at 38.13% examples, 738193 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:45,766 : INFO : EPOCH 17 - PROGRESS: at 38.50% examples, 738264 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:46,769 : INFO : EPOCH 17 - PROGRESS: at 38.84% examples, 738304 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:46:47,791 : INFO : EPOCH 17 - PROGRESS: at 39.21% examples, 738248 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:48,792 : INFO : EPOCH 17 - PROGRESS: at 39.56% examples, 738268 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:49,804 : INFO : EPOCH 17 - PROGRESS: at 39.92% examples, 738366 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:50,812 : INFO : EPOCH 17 - PROGRESS: at 40.27% examples, 738422 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:51,813 : INFO : EPOCH 17 - PROGRESS: at 40.63% examples, 738443 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:46:52,820 : INFO : EPOCH 17 - PROGRESS: at 41.00% examples, 738536 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:53,825 : INFO : EPOCH 17 - PROGRESS: at 41.36% examples, 738467 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:46:54,841 : INFO : EPOCH 17 - PROGRESS: at 41.72% examples, 738442 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:55,842 : INFO : EPOCH 17 - PROGRESS: at 42.09% examples, 738598 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:56,849 : INFO : EPOCH 17 - PROGRESS: at 42.45% examples, 738592 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:57,876 : INFO : EPOCH 17 - PROGRESS: at 42.82% examples, 738567 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:58,876 : INFO : EPOCH 17 - PROGRESS: at 43.17% examples, 738815 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:46:59,887 : INFO : EPOCH 17 - PROGRESS: at 43.53% examples, 738756 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:00,895 : INFO : EPOCH 17 - PROGRESS: at 43.88% examples, 738850 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:01,900 : INFO : EPOCH 17 - PROGRESS: at 44.22% examples, 738767 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:02,909 : INFO : EPOCH 17 - PROGRESS: at 44.57% examples, 738820 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:47:03,923 : INFO : EPOCH 17 - PROGRESS: at 44.91% examples, 738817 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:04,944 : INFO : EPOCH 17 - PROGRESS: at 45.30% examples, 738793 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:05,950 : INFO : EPOCH 17 - PROGRESS: at 45.64% examples, 738783 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:06,955 : INFO : EPOCH 17 - PROGRESS: at 46.02% examples, 738747 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:07,962 : INFO : EPOCH 17 - PROGRESS: at 46.39% examples, 738767 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:08,972 : INFO : EPOCH 17 - PROGRESS: at 46.75% examples, 738782 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:09,984 : INFO : EPOCH 17 - PROGRESS: at 47.11% examples, 738866 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:10,986 : INFO : EPOCH 17 - PROGRESS: at 47.48% examples, 738828 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:11,991 : INFO : EPOCH 17 - PROGRESS: at 47.85% examples, 738793 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:12,994 : INFO : EPOCH 17 - PROGRESS: at 48.21% examples, 738829 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:47:14,012 : INFO : EPOCH 17 - PROGRESS: at 48.55% examples, 738835 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:15,020 : INFO : EPOCH 17 - PROGRESS: at 48.90% examples, 738845 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:16,020 : INFO : EPOCH 17 - PROGRESS: at 49.25% examples, 738946 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:17,024 : INFO : EPOCH 17 - PROGRESS: at 49.60% examples, 738913 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:18,027 : INFO : EPOCH 17 - PROGRESS: at 49.98% examples, 738840 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:19,030 : INFO : EPOCH 17 - PROGRESS: at 50.36% examples, 738876 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:20,041 : INFO : EPOCH 17 - PROGRESS: at 50.71% examples, 738824 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:21,041 : INFO : EPOCH 17 - PROGRESS: at 51.06% examples, 738894 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:22,062 : INFO : EPOCH 17 - PROGRESS: at 51.41% examples, 738912 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:23,070 : INFO : EPOCH 17 - PROGRESS: at 51.77% examples, 738915 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:24,100 : INFO : EPOCH 17 - PROGRESS: at 52.12% examples, 738893 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:25,110 : INFO : EPOCH 17 - PROGRESS: at 52.50% examples, 738885 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:47:26,116 : INFO : EPOCH 17 - PROGRESS: at 52.86% examples, 738939 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:27,118 : INFO : EPOCH 17 - PROGRESS: at 53.23% examples, 738951 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:28,132 : INFO : EPOCH 17 - PROGRESS: at 53.59% examples, 738945 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:29,151 : INFO : EPOCH 17 - PROGRESS: at 53.95% examples, 738915 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:30,151 : INFO : EPOCH 17 - PROGRESS: at 54.29% examples, 738942 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:31,154 : INFO : EPOCH 17 - PROGRESS: at 54.66% examples, 738944 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:32,158 : INFO : EPOCH 17 - PROGRESS: at 55.01% examples, 738966 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:33,158 : INFO : EPOCH 17 - PROGRESS: at 55.36% examples, 739014 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:34,170 : INFO : EPOCH 17 - PROGRESS: at 55.71% examples, 739023 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:35,175 : INFO : EPOCH 17 - PROGRESS: at 56.08% examples, 739063 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:36,189 : INFO : EPOCH 17 - PROGRESS: at 56.46% examples, 738984 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:37,199 : INFO : EPOCH 17 - PROGRESS: at 56.83% examples, 738993 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:38,206 : INFO : EPOCH 17 - PROGRESS: at 57.15% examples, 739052 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:39,208 : INFO : EPOCH 17 - PROGRESS: at 57.51% examples, 739021 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:40,212 : INFO : EPOCH 17 - PROGRESS: at 57.90% examples, 739028 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:41,217 : INFO : EPOCH 17 - PROGRESS: at 58.23% examples, 739016 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:47:42,221 : INFO : EPOCH 17 - PROGRESS: at 58.59% examples, 739005 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:43,225 : INFO : EPOCH 17 - PROGRESS: at 58.97% examples, 739012 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:44,242 : INFO : EPOCH 17 - PROGRESS: at 59.34% examples, 738940 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:45,257 : INFO : EPOCH 17 - PROGRESS: at 59.70% examples, 739009 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:46,277 : INFO : EPOCH 17 - PROGRESS: at 60.08% examples, 738980 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:47,286 : INFO : EPOCH 17 - PROGRESS: at 60.41% examples, 739046 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:48,291 : INFO : EPOCH 17 - PROGRESS: at 60.79% examples, 739087 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:49,291 : INFO : EPOCH 17 - PROGRESS: at 61.15% examples, 739104 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:50,298 : INFO : EPOCH 17 - PROGRESS: at 61.52% examples, 739130 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:47:51,300 : INFO : EPOCH 17 - PROGRESS: at 61.85% examples, 739138 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:52,314 : INFO : EPOCH 17 - PROGRESS: at 62.21% examples, 739089 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:53,328 : INFO : EPOCH 17 - PROGRESS: at 62.59% examples, 739133 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:54,329 : INFO : EPOCH 17 - PROGRESS: at 62.93% examples, 739155 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:55,342 : INFO : EPOCH 17 - PROGRESS: at 63.30% examples, 739133 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:47:56,355 : INFO : EPOCH 17 - PROGRESS: at 63.65% examples, 739194 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:57,377 : INFO : EPOCH 17 - PROGRESS: at 64.05% examples, 739184 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:47:58,381 : INFO : EPOCH 17 - PROGRESS: at 64.42% examples, 739177 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:47:59,410 : INFO : EPOCH 17 - PROGRESS: at 64.79% examples, 739173 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:48:00,412 : INFO : EPOCH 17 - PROGRESS: at 65.17% examples, 739178 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:01,432 : INFO : EPOCH 17 - PROGRESS: at 65.51% examples, 739135 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:02,442 : INFO : EPOCH 17 - PROGRESS: at 65.87% examples, 739186 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:03,445 : INFO : EPOCH 17 - PROGRESS: at 66.23% examples, 739230 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:04,464 : INFO : EPOCH 17 - PROGRESS: at 66.59% examples, 739173 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:05,470 : INFO : EPOCH 17 - PROGRESS: at 66.95% examples, 739181 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:48:06,473 : INFO : EPOCH 17 - PROGRESS: at 67.29% examples, 739213 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:07,476 : INFO : EPOCH 17 - PROGRESS: at 67.65% examples, 739182 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:08,490 : INFO : EPOCH 17 - PROGRESS: at 68.03% examples, 739195 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:09,498 : INFO : EPOCH 17 - PROGRESS: at 68.39% examples, 739218 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:10,510 : INFO : EPOCH 17 - PROGRESS: at 68.78% examples, 739232 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:11,517 : INFO : EPOCH 17 - PROGRESS: at 69.13% examples, 739242 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:12,520 : INFO : EPOCH 17 - PROGRESS: at 69.46% examples, 739308 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:13,538 : INFO : EPOCH 17 - PROGRESS: at 69.81% examples, 739295 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:14,542 : INFO : EPOCH 17 - PROGRESS: at 70.18% examples, 739289 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:15,548 : INFO : EPOCH 17 - PROGRESS: at 70.55% examples, 739318 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:16,556 : INFO : EPOCH 17 - PROGRESS: at 70.92% examples, 739329 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:48:17,563 : INFO : EPOCH 17 - PROGRESS: at 71.29% examples, 739346 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:18,571 : INFO : EPOCH 17 - PROGRESS: at 71.65% examples, 739344 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:19,577 : INFO : EPOCH 17 - PROGRESS: at 72.03% examples, 739326 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:20,582 : INFO : EPOCH 17 - PROGRESS: at 72.39% examples, 739343 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:21,585 : INFO : EPOCH 17 - PROGRESS: at 72.72% examples, 739370 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:22,593 : INFO : EPOCH 17 - PROGRESS: at 73.07% examples, 739332 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:23,623 : INFO : EPOCH 17 - PROGRESS: at 73.43% examples, 739340 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:48:24,628 : INFO : EPOCH 17 - PROGRESS: at 73.78% examples, 739364 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:25,640 : INFO : EPOCH 17 - PROGRESS: at 74.16% examples, 739321 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:26,649 : INFO : EPOCH 17 - PROGRESS: at 74.52% examples, 739356 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:27,651 : INFO : EPOCH 17 - PROGRESS: at 74.87% examples, 739336 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:28,667 : INFO : EPOCH 17 - PROGRESS: at 75.25% examples, 739257 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:29,669 : INFO : EPOCH 17 - PROGRESS: at 75.62% examples, 739298 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:48:30,686 : INFO : EPOCH 17 - PROGRESS: at 75.99% examples, 739233 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:48:31,696 : INFO : EPOCH 17 - PROGRESS: at 76.31% examples, 738971 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:32,709 : INFO : EPOCH 17 - PROGRESS: at 76.63% examples, 738714 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:33,728 : INFO : EPOCH 17 - PROGRESS: at 76.96% examples, 738371 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:34,744 : INFO : EPOCH 17 - PROGRESS: at 77.29% examples, 738078 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:35,746 : INFO : EPOCH 17 - PROGRESS: at 77.61% examples, 737813 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:36,749 : INFO : EPOCH 17 - PROGRESS: at 77.93% examples, 737486 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:37,749 : INFO : EPOCH 17 - PROGRESS: at 78.27% examples, 737183 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:38,751 : INFO : EPOCH 17 - PROGRESS: at 78.57% examples, 736887 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:39,759 : INFO : EPOCH 17 - PROGRESS: at 78.89% examples, 736611 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:40,761 : INFO : EPOCH 17 - PROGRESS: at 79.22% examples, 736403 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:41,771 : INFO : EPOCH 17 - PROGRESS: at 79.56% examples, 736045 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:48:42,785 : INFO : EPOCH 17 - PROGRESS: at 79.88% examples, 735721 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:48:43,791 : INFO : EPOCH 17 - PROGRESS: at 80.22% examples, 735456 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:44,799 : INFO : EPOCH 17 - PROGRESS: at 80.53% examples, 735154 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:45,809 : INFO : EPOCH 17 - PROGRESS: at 80.87% examples, 734872 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:46,815 : INFO : EPOCH 17 - PROGRESS: at 81.22% examples, 734587 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:47,818 : INFO : EPOCH 17 - PROGRESS: at 81.53% examples, 734373 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:48,825 : INFO : EPOCH 17 - PROGRESS: at 81.87% examples, 734070 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:49,850 : INFO : EPOCH 17 - PROGRESS: at 82.17% examples, 733804 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:48:50,860 : INFO : EPOCH 17 - PROGRESS: at 82.52% examples, 733543 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:51,862 : INFO : EPOCH 17 - PROGRESS: at 82.85% examples, 733276 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:52,877 : INFO : EPOCH 17 - PROGRESS: at 83.19% examples, 733029 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:53,893 : INFO : EPOCH 17 - PROGRESS: at 83.51% examples, 732767 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:54,904 : INFO : EPOCH 17 - PROGRESS: at 83.84% examples, 732529 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:55,923 : INFO : EPOCH 17 - PROGRESS: at 84.17% examples, 732232 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:56,925 : INFO : EPOCH 17 - PROGRESS: at 84.49% examples, 732027 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:57,951 : INFO : EPOCH 17 - PROGRESS: at 84.81% examples, 731699 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:48:58,976 : INFO : EPOCH 17 - PROGRESS: at 85.12% examples, 731270 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:48:59,976 : INFO : EPOCH 17 - PROGRESS: at 85.43% examples, 730933 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:01,003 : INFO : EPOCH 17 - PROGRESS: at 85.71% examples, 730177 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:02,008 : INFO : EPOCH 17 - PROGRESS: at 86.08% examples, 730166 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:03,012 : INFO : EPOCH 17 - PROGRESS: at 86.44% examples, 730241 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:04,020 : INFO : EPOCH 17 - PROGRESS: at 86.78% examples, 730260 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:05,028 : INFO : EPOCH 17 - PROGRESS: at 87.14% examples, 730335 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:06,039 : INFO : EPOCH 17 - PROGRESS: at 87.52% examples, 730338 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:07,044 : INFO : EPOCH 17 - PROGRESS: at 87.88% examples, 730319 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:08,054 : INFO : EPOCH 17 - PROGRESS: at 88.24% examples, 730377 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:09,055 : INFO : EPOCH 17 - PROGRESS: at 88.62% examples, 730379 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:10,055 : INFO : EPOCH 17 - PROGRESS: at 88.98% examples, 730423 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:11,083 : INFO : EPOCH 17 - PROGRESS: at 89.31% examples, 730401 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:49:12,086 : INFO : EPOCH 17 - PROGRESS: at 89.69% examples, 730445 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:13,098 : INFO : EPOCH 17 - PROGRESS: at 90.06% examples, 730472 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:14,099 : INFO : EPOCH 17 - PROGRESS: at 90.40% examples, 730521 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:15,102 : INFO : EPOCH 17 - PROGRESS: at 90.75% examples, 730607 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:16,110 : INFO : EPOCH 17 - PROGRESS: at 91.11% examples, 730663 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:17,114 : INFO : EPOCH 17 - PROGRESS: at 91.48% examples, 730678 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:18,123 : INFO : EPOCH 17 - PROGRESS: at 91.81% examples, 730715 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:19,129 : INFO : EPOCH 17 - PROGRESS: at 92.16% examples, 730770 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:20,134 : INFO : EPOCH 17 - PROGRESS: at 92.53% examples, 730771 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:21,134 : INFO : EPOCH 17 - PROGRESS: at 92.87% examples, 730798 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:22,136 : INFO : EPOCH 17 - PROGRESS: at 93.18% examples, 730853 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:23,137 : INFO : EPOCH 17 - PROGRESS: at 93.54% examples, 730893 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:24,142 : INFO : EPOCH 17 - PROGRESS: at 93.90% examples, 730958 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:49:25,147 : INFO : EPOCH 17 - PROGRESS: at 94.25% examples, 730988 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:26,153 : INFO : EPOCH 17 - PROGRESS: at 94.63% examples, 731066 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:27,157 : INFO : EPOCH 17 - PROGRESS: at 94.99% examples, 731057 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:28,158 : INFO : EPOCH 17 - PROGRESS: at 95.32% examples, 731111 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:29,160 : INFO : EPOCH 17 - PROGRESS: at 95.67% examples, 731168 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:30,160 : INFO : EPOCH 17 - PROGRESS: at 96.01% examples, 731211 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:31,171 : INFO : EPOCH 17 - PROGRESS: at 96.37% examples, 731190 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:32,174 : INFO : EPOCH 17 - PROGRESS: at 96.71% examples, 731250 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:33,182 : INFO : EPOCH 17 - PROGRESS: at 97.07% examples, 731335 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:34,194 : INFO : EPOCH 17 - PROGRESS: at 97.45% examples, 731375 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:35,195 : INFO : EPOCH 17 - PROGRESS: at 97.84% examples, 731407 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:36,201 : INFO : EPOCH 17 - PROGRESS: at 98.21% examples, 731402 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:37,202 : INFO : EPOCH 17 - PROGRESS: at 98.56% examples, 731421 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:38,203 : INFO : EPOCH 17 - PROGRESS: at 98.90% examples, 731509 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:39,210 : INFO : EPOCH 17 - PROGRESS: at 99.27% examples, 731515 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:40,210 : INFO : EPOCH 17 - PROGRESS: at 99.63% examples, 731573 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:49:41,229 : INFO : EPOCH 17 - PROGRESS: at 99.97% examples, 731590 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:41,294 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 19:49:41,307 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 19:49:41,307 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 19:49:41,316 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 19:49:41,316 : INFO : EPOCH - 17 : training on 266682872 raw words (207305279 effective words) took 283.3s, 731627 effective words/s
2020-07-23 19:49:42,325 : INFO : EPOCH 18 - PROGRESS: at 0.35% examples, 728539 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:43,327 : INFO : EPOCH 18 - PROGRESS: at 0.74% examples, 732514 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:44,336 : INFO : EPOCH 18 - PROGRESS: at 1.09% examples, 733024 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:45,340 : INFO : EPOCH 18 - PROGRESS: at 1.45% examples, 734075 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:49:46,341 : INFO : EPOCH 18 - PROGRESS: at 1.80% examples, 736163 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:47,343 : INFO : EPOCH 18 - PROGRESS: at 2.17% examples, 736613 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:48,350 : INFO : EPOCH 18 - PROGRESS: at 2.54% examples, 738615 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:49,363 : INFO : EPOCH 18 - PROGRESS: at 2.86% examples, 739719 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:50,376 : INFO : EPOCH 18 - PROGRESS: at 3.21% examples, 740414 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:51,387 : INFO : EPOCH 18 - PROGRESS: at 3.58% examples, 740552 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:52,400 : INFO : EPOCH 18 - PROGRESS: at 3.96% examples, 739667 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:53,414 : INFO : EPOCH 18 - PROGRESS: at 4.32% examples, 739109 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:54,416 : INFO : EPOCH 18 - PROGRESS: at 4.68% examples, 740029 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:55,417 : INFO : EPOCH 18 - PROGRESS: at 5.06% examples, 739490 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:56,426 : INFO : EPOCH 18 - PROGRESS: at 5.42% examples, 739652 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:57,431 : INFO : EPOCH 18 - PROGRESS: at 5.78% examples, 740047 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:58,443 : INFO : EPOCH 18 - PROGRESS: at 6.14% examples, 740164 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:49:59,446 : INFO : EPOCH 18 - PROGRESS: at 6.50% examples, 740610 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:50:00,451 : INFO : EPOCH 18 - PROGRESS: at 6.85% examples, 740450 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:50:01,455 : INFO : EPOCH 18 - PROGRESS: at 7.20% examples, 740626 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:02,462 : INFO : EPOCH 18 - PROGRESS: at 7.56% examples, 740479 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:03,465 : INFO : EPOCH 18 - PROGRESS: at 7.90% examples, 740669 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:04,468 : INFO : EPOCH 18 - PROGRESS: at 8.25% examples, 740628 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:05,476 : INFO : EPOCH 18 - PROGRESS: at 8.62% examples, 741020 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:06,485 : INFO : EPOCH 18 - PROGRESS: at 8.99% examples, 740537 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:07,493 : INFO : EPOCH 18 - PROGRESS: at 9.34% examples, 740661 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:08,496 : INFO : EPOCH 18 - PROGRESS: at 9.70% examples, 740830 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:09,504 : INFO : EPOCH 18 - PROGRESS: at 10.05% examples, 741088 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:10,507 : INFO : EPOCH 18 - PROGRESS: at 10.38% examples, 741296 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:11,523 : INFO : EPOCH 18 - PROGRESS: at 10.78% examples, 740939 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:12,529 : INFO : EPOCH 18 - PROGRESS: at 11.14% examples, 740996 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:13,539 : INFO : EPOCH 18 - PROGRESS: at 11.49% examples, 741515 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:14,539 : INFO : EPOCH 18 - PROGRESS: at 11.86% examples, 741718 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:15,549 : INFO : EPOCH 18 - PROGRESS: at 12.21% examples, 741548 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:50:16,558 : INFO : EPOCH 18 - PROGRESS: at 12.57% examples, 742009 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:17,559 : INFO : EPOCH 18 - PROGRESS: at 12.91% examples, 741768 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:18,562 : INFO : EPOCH 18 - PROGRESS: at 13.26% examples, 741991 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:19,567 : INFO : EPOCH 18 - PROGRESS: at 13.62% examples, 741936 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:20,577 : INFO : EPOCH 18 - PROGRESS: at 13.97% examples, 742274 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:21,583 : INFO : EPOCH 18 - PROGRESS: at 14.36% examples, 742147 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:50:22,593 : INFO : EPOCH 18 - PROGRESS: at 14.72% examples, 742267 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:23,598 : INFO : EPOCH 18 - PROGRESS: at 15.05% examples, 741740 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:24,598 : INFO : EPOCH 18 - PROGRESS: at 15.43% examples, 741800 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:50:25,601 : INFO : EPOCH 18 - PROGRESS: at 15.81% examples, 741726 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:26,610 : INFO : EPOCH 18 - PROGRESS: at 16.18% examples, 741623 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:50:27,612 : INFO : EPOCH 18 - PROGRESS: at 16.57% examples, 741681 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:28,626 : INFO : EPOCH 18 - PROGRESS: at 16.92% examples, 741601 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:29,626 : INFO : EPOCH 18 - PROGRESS: at 17.26% examples, 741656 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:30,628 : INFO : EPOCH 18 - PROGRESS: at 17.61% examples, 741797 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:31,633 : INFO : EPOCH 18 - PROGRESS: at 17.98% examples, 741872 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:32,643 : INFO : EPOCH 18 - PROGRESS: at 18.31% examples, 741936 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:33,644 : INFO : EPOCH 18 - PROGRESS: at 18.67% examples, 742114 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:34,651 : INFO : EPOCH 18 - PROGRESS: at 19.03% examples, 742056 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:35,654 : INFO : EPOCH 18 - PROGRESS: at 19.38% examples, 742044 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:36,668 : INFO : EPOCH 18 - PROGRESS: at 19.76% examples, 741811 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:37,669 : INFO : EPOCH 18 - PROGRESS: at 20.16% examples, 741951 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:38,676 : INFO : EPOCH 18 - PROGRESS: at 20.52% examples, 741826 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:39,677 : INFO : EPOCH 18 - PROGRESS: at 20.88% examples, 741927 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:40,678 : INFO : EPOCH 18 - PROGRESS: at 21.25% examples, 741954 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:41,680 : INFO : EPOCH 18 - PROGRESS: at 21.62% examples, 741937 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:42,682 : INFO : EPOCH 18 - PROGRESS: at 21.99% examples, 741826 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:43,692 : INFO : EPOCH 18 - PROGRESS: at 22.34% examples, 742011 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:44,706 : INFO : EPOCH 18 - PROGRESS: at 22.68% examples, 742136 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:45,711 : INFO : EPOCH 18 - PROGRESS: at 23.04% examples, 742117 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:46,723 : INFO : EPOCH 18 - PROGRESS: at 23.41% examples, 742171 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:47,730 : INFO : EPOCH 18 - PROGRESS: at 23.77% examples, 742079 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:48,730 : INFO : EPOCH 18 - PROGRESS: at 24.13% examples, 742357 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:49,734 : INFO : EPOCH 18 - PROGRESS: at 24.53% examples, 742333 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:50,737 : INFO : EPOCH 18 - PROGRESS: at 24.89% examples, 742279 words/s, in_qsize 8, out_qsize 1
2020-07-23 19:50:51,746 : INFO : EPOCH 18 - PROGRESS: at 25.27% examples, 742287 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:52,750 : INFO : EPOCH 18 - PROGRESS: at 25.61% examples, 742200 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:53,757 : INFO : EPOCH 18 - PROGRESS: at 25.99% examples, 742240 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:54,757 : INFO : EPOCH 18 - PROGRESS: at 26.36% examples, 742230 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:55,775 : INFO : EPOCH 18 - PROGRESS: at 26.75% examples, 742083 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:56,778 : INFO : EPOCH 18 - PROGRESS: at 27.12% examples, 742243 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:57,791 : INFO : EPOCH 18 - PROGRESS: at 27.47% examples, 742227 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:58,794 : INFO : EPOCH 18 - PROGRESS: at 27.84% examples, 742200 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:50:59,802 : INFO : EPOCH 18 - PROGRESS: at 28.19% examples, 742284 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:00,815 : INFO : EPOCH 18 - PROGRESS: at 28.55% examples, 742101 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:51:01,829 : INFO : EPOCH 18 - PROGRESS: at 28.90% examples, 742008 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:02,835 : INFO : EPOCH 18 - PROGRESS: at 29.25% examples, 742089 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:03,841 : INFO : EPOCH 18 - PROGRESS: at 29.60% examples, 742103 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:04,843 : INFO : EPOCH 18 - PROGRESS: at 29.95% examples, 742219 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:05,851 : INFO : EPOCH 18 - PROGRESS: at 30.29% examples, 742150 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:06,868 : INFO : EPOCH 18 - PROGRESS: at 30.66% examples, 742196 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:07,883 : INFO : EPOCH 18 - PROGRESS: at 31.04% examples, 742269 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:51:08,892 : INFO : EPOCH 18 - PROGRESS: at 31.43% examples, 742162 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:09,893 : INFO : EPOCH 18 - PROGRESS: at 31.80% examples, 742060 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:10,894 : INFO : EPOCH 18 - PROGRESS: at 32.13% examples, 742194 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:11,897 : INFO : EPOCH 18 - PROGRESS: at 32.49% examples, 742139 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:12,897 : INFO : EPOCH 18 - PROGRESS: at 32.83% examples, 742207 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:13,900 : INFO : EPOCH 18 - PROGRESS: at 33.18% examples, 742134 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:14,919 : INFO : EPOCH 18 - PROGRESS: at 33.54% examples, 742261 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:15,929 : INFO : EPOCH 18 - PROGRESS: at 33.90% examples, 742148 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:16,929 : INFO : EPOCH 18 - PROGRESS: at 34.28% examples, 742192 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:17,930 : INFO : EPOCH 18 - PROGRESS: at 34.64% examples, 742189 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:18,943 : INFO : EPOCH 18 - PROGRESS: at 34.99% examples, 742067 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:19,943 : INFO : EPOCH 18 - PROGRESS: at 35.35% examples, 742129 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:51:20,954 : INFO : EPOCH 18 - PROGRESS: at 35.69% examples, 742123 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:21,960 : INFO : EPOCH 18 - PROGRESS: at 36.08% examples, 742063 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:22,965 : INFO : EPOCH 18 - PROGRESS: at 36.43% examples, 742084 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:23,971 : INFO : EPOCH 18 - PROGRESS: at 36.83% examples, 742003 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:24,972 : INFO : EPOCH 18 - PROGRESS: at 37.20% examples, 741923 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:25,990 : INFO : EPOCH 18 - PROGRESS: at 37.56% examples, 741950 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:26,998 : INFO : EPOCH 18 - PROGRESS: at 37.93% examples, 741995 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:28,001 : INFO : EPOCH 18 - PROGRESS: at 38.28% examples, 742020 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:29,008 : INFO : EPOCH 18 - PROGRESS: at 38.63% examples, 742052 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:30,010 : INFO : EPOCH 18 - PROGRESS: at 38.99% examples, 742087 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:31,017 : INFO : EPOCH 18 - PROGRESS: at 39.36% examples, 742084 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:32,018 : INFO : EPOCH 18 - PROGRESS: at 39.70% examples, 741978 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:33,031 : INFO : EPOCH 18 - PROGRESS: at 40.07% examples, 742009 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:34,050 : INFO : EPOCH 18 - PROGRESS: at 40.44% examples, 742022 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:35,052 : INFO : EPOCH 18 - PROGRESS: at 40.79% examples, 742050 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:36,057 : INFO : EPOCH 18 - PROGRESS: at 41.15% examples, 742020 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:37,058 : INFO : EPOCH 18 - PROGRESS: at 41.50% examples, 742055 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:51:38,064 : INFO : EPOCH 18 - PROGRESS: at 41.87% examples, 742008 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:39,070 : INFO : EPOCH 18 - PROGRESS: at 42.23% examples, 741655 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:40,076 : INFO : EPOCH 18 - PROGRESS: at 42.58% examples, 741628 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:41,086 : INFO : EPOCH 18 - PROGRESS: at 42.94% examples, 741349 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:42,086 : INFO : EPOCH 18 - PROGRESS: at 43.21% examples, 740372 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:43,091 : INFO : EPOCH 18 - PROGRESS: at 43.58% examples, 740412 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:44,099 : INFO : EPOCH 18 - PROGRESS: at 43.92% examples, 740484 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:45,110 : INFO : EPOCH 18 - PROGRESS: at 44.26% examples, 740415 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:46,120 : INFO : EPOCH 18 - PROGRESS: at 44.62% examples, 740488 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:51:47,129 : INFO : EPOCH 18 - PROGRESS: at 44.98% examples, 740545 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:48,147 : INFO : EPOCH 18 - PROGRESS: at 45.35% examples, 740580 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:49,149 : INFO : EPOCH 18 - PROGRESS: at 45.69% examples, 740548 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:51:50,152 : INFO : EPOCH 18 - PROGRESS: at 46.07% examples, 740502 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:51,155 : INFO : EPOCH 18 - PROGRESS: at 46.45% examples, 740544 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:52,159 : INFO : EPOCH 18 - PROGRESS: at 46.81% examples, 740604 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:53,160 : INFO : EPOCH 18 - PROGRESS: at 47.17% examples, 740662 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:54,166 : INFO : EPOCH 18 - PROGRESS: at 47.53% examples, 740521 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:55,168 : INFO : EPOCH 18 - PROGRESS: at 47.90% examples, 740510 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:56,169 : INFO : EPOCH 18 - PROGRESS: at 48.28% examples, 740614 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:57,194 : INFO : EPOCH 18 - PROGRESS: at 48.61% examples, 740605 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:58,196 : INFO : EPOCH 18 - PROGRESS: at 48.96% examples, 740716 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:51:59,203 : INFO : EPOCH 18 - PROGRESS: at 49.31% examples, 740720 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:00,220 : INFO : EPOCH 18 - PROGRESS: at 49.67% examples, 740685 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:01,224 : INFO : EPOCH 18 - PROGRESS: at 50.07% examples, 740734 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:52:02,231 : INFO : EPOCH 18 - PROGRESS: at 50.43% examples, 740679 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:03,255 : INFO : EPOCH 18 - PROGRESS: at 50.79% examples, 740660 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:04,259 : INFO : EPOCH 18 - PROGRESS: at 51.13% examples, 740723 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:05,264 : INFO : EPOCH 18 - PROGRESS: at 51.48% examples, 740748 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:52:06,281 : INFO : EPOCH 18 - PROGRESS: at 51.85% examples, 740743 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:07,306 : INFO : EPOCH 18 - PROGRESS: at 52.21% examples, 740805 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:08,320 : INFO : EPOCH 18 - PROGRESS: at 52.58% examples, 740902 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:52:09,336 : INFO : EPOCH 18 - PROGRESS: at 52.96% examples, 740935 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:10,351 : INFO : EPOCH 18 - PROGRESS: at 53.33% examples, 740878 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:11,361 : INFO : EPOCH 18 - PROGRESS: at 53.68% examples, 740891 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:12,366 : INFO : EPOCH 18 - PROGRESS: at 54.04% examples, 740962 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:13,374 : INFO : EPOCH 18 - PROGRESS: at 54.39% examples, 740879 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:52:14,378 : INFO : EPOCH 18 - PROGRESS: at 54.75% examples, 740913 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:15,379 : INFO : EPOCH 18 - PROGRESS: at 55.09% examples, 740899 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:16,381 : INFO : EPOCH 18 - PROGRESS: at 55.46% examples, 740971 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:17,383 : INFO : EPOCH 18 - PROGRESS: at 55.82% examples, 741019 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:18,388 : INFO : EPOCH 18 - PROGRESS: at 56.21% examples, 740930 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:19,395 : INFO : EPOCH 18 - PROGRESS: at 56.56% examples, 740926 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:20,414 : INFO : EPOCH 18 - PROGRESS: at 56.91% examples, 740929 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:21,415 : INFO : EPOCH 18 - PROGRESS: at 57.27% examples, 740986 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:22,429 : INFO : EPOCH 18 - PROGRESS: at 57.63% examples, 740956 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:23,437 : INFO : EPOCH 18 - PROGRESS: at 58.00% examples, 740989 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:24,450 : INFO : EPOCH 18 - PROGRESS: at 58.33% examples, 740959 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:25,455 : INFO : EPOCH 18 - PROGRESS: at 58.71% examples, 741001 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:26,462 : INFO : EPOCH 18 - PROGRESS: at 59.08% examples, 740967 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:27,462 : INFO : EPOCH 18 - PROGRESS: at 59.45% examples, 741006 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:28,472 : INFO : EPOCH 18 - PROGRESS: at 59.83% examples, 740945 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:29,473 : INFO : EPOCH 18 - PROGRESS: at 60.17% examples, 741007 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:30,480 : INFO : EPOCH 18 - PROGRESS: at 60.53% examples, 740997 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:31,483 : INFO : EPOCH 18 - PROGRESS: at 60.90% examples, 741011 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:32,485 : INFO : EPOCH 18 - PROGRESS: at 61.25% examples, 740964 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:52:33,490 : INFO : EPOCH 18 - PROGRESS: at 61.62% examples, 740986 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:34,492 : INFO : EPOCH 18 - PROGRESS: at 61.95% examples, 741028 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:35,513 : INFO : EPOCH 18 - PROGRESS: at 62.33% examples, 740947 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:36,514 : INFO : EPOCH 18 - PROGRESS: at 62.67% examples, 741048 words/s, in_qsize 6, out_qsize 0
2020-07-23 19:52:37,528 : INFO : EPOCH 18 - PROGRESS: at 63.04% examples, 740974 words/s, in_qsize 8, out_qsize 1
2020-07-23 19:52:38,534 : INFO : EPOCH 18 - PROGRESS: at 63.39% examples, 741005 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:39,547 : INFO : EPOCH 18 - PROGRESS: at 63.76% examples, 741022 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:52:40,557 : INFO : EPOCH 18 - PROGRESS: at 64.15% examples, 741068 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:41,559 : INFO : EPOCH 18 - PROGRESS: at 64.52% examples, 741053 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:52:42,562 : INFO : EPOCH 18 - PROGRESS: at 64.89% examples, 741081 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:43,563 : INFO : EPOCH 18 - PROGRESS: at 65.28% examples, 741108 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:44,566 : INFO : EPOCH 18 - PROGRESS: at 65.62% examples, 741131 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:45,568 : INFO : EPOCH 18 - PROGRESS: at 65.97% examples, 741197 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:46,571 : INFO : EPOCH 18 - PROGRESS: at 66.33% examples, 741184 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:52:47,572 : INFO : EPOCH 18 - PROGRESS: at 66.68% examples, 741170 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:48,574 : INFO : EPOCH 18 - PROGRESS: at 67.05% examples, 741152 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:49,590 : INFO : EPOCH 18 - PROGRESS: at 67.38% examples, 741186 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:50,596 : INFO : EPOCH 18 - PROGRESS: at 67.76% examples, 741210 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:51,602 : INFO : EPOCH 18 - PROGRESS: at 68.12% examples, 741117 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:52,602 : INFO : EPOCH 18 - PROGRESS: at 68.49% examples, 741146 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:53,609 : INFO : EPOCH 18 - PROGRESS: at 68.87% examples, 741098 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:54,617 : INFO : EPOCH 18 - PROGRESS: at 69.20% examples, 741156 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:55,632 : INFO : EPOCH 18 - PROGRESS: at 69.55% examples, 741163 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:52:56,632 : INFO : EPOCH 18 - PROGRESS: at 69.89% examples, 741198 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:57,634 : INFO : EPOCH 18 - PROGRESS: at 70.27% examples, 741178 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:58,637 : INFO : EPOCH 18 - PROGRESS: at 70.64% examples, 741188 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:52:59,643 : INFO : EPOCH 18 - PROGRESS: at 71.01% examples, 741171 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:00,649 : INFO : EPOCH 18 - PROGRESS: at 71.36% examples, 741177 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:01,654 : INFO : EPOCH 18 - PROGRESS: at 71.74% examples, 741130 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:53:02,666 : INFO : EPOCH 18 - PROGRESS: at 72.11% examples, 741104 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:03,666 : INFO : EPOCH 18 - PROGRESS: at 72.46% examples, 741121 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:04,673 : INFO : EPOCH 18 - PROGRESS: at 72.79% examples, 741124 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:05,690 : INFO : EPOCH 18 - PROGRESS: at 73.14% examples, 741141 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:06,702 : INFO : EPOCH 18 - PROGRESS: at 73.51% examples, 741123 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:07,703 : INFO : EPOCH 18 - PROGRESS: at 73.86% examples, 741147 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:08,714 : INFO : EPOCH 18 - PROGRESS: at 74.25% examples, 741121 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:09,714 : INFO : EPOCH 18 - PROGRESS: at 74.61% examples, 741177 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:53:10,718 : INFO : EPOCH 18 - PROGRESS: at 74.95% examples, 741153 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:53:11,725 : INFO : EPOCH 18 - PROGRESS: at 75.33% examples, 741119 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:12,734 : INFO : EPOCH 18 - PROGRESS: at 75.71% examples, 741104 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:13,742 : INFO : EPOCH 18 - PROGRESS: at 76.08% examples, 741112 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:14,744 : INFO : EPOCH 18 - PROGRESS: at 76.43% examples, 741110 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:15,747 : INFO : EPOCH 18 - PROGRESS: at 76.80% examples, 741146 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:16,765 : INFO : EPOCH 18 - PROGRESS: at 77.14% examples, 741148 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:17,767 : INFO : EPOCH 18 - PROGRESS: at 77.51% examples, 741137 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:18,776 : INFO : EPOCH 18 - PROGRESS: at 77.85% examples, 741123 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:19,777 : INFO : EPOCH 18 - PROGRESS: at 78.21% examples, 741150 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:20,778 : INFO : EPOCH 18 - PROGRESS: at 78.55% examples, 741176 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:21,788 : INFO : EPOCH 18 - PROGRESS: at 78.91% examples, 741175 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:22,790 : INFO : EPOCH 18 - PROGRESS: at 79.26% examples, 741173 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:23,791 : INFO : EPOCH 18 - PROGRESS: at 79.64% examples, 741220 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:24,794 : INFO : EPOCH 18 - PROGRESS: at 80.00% examples, 741198 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:25,795 : INFO : EPOCH 18 - PROGRESS: at 80.36% examples, 741228 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:26,796 : INFO : EPOCH 18 - PROGRESS: at 80.71% examples, 741212 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:27,801 : INFO : EPOCH 18 - PROGRESS: at 81.11% examples, 741170 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:28,802 : INFO : EPOCH 18 - PROGRESS: at 81.45% examples, 741233 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:29,805 : INFO : EPOCH 18 - PROGRESS: at 81.81% examples, 741214 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:30,806 : INFO : EPOCH 18 - PROGRESS: at 82.15% examples, 741252 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:31,815 : INFO : EPOCH 18 - PROGRESS: at 82.53% examples, 741240 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:53:32,824 : INFO : EPOCH 18 - PROGRESS: at 82.89% examples, 741257 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:33,846 : INFO : EPOCH 18 - PROGRESS: at 83.26% examples, 741230 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:34,863 : INFO : EPOCH 18 - PROGRESS: at 83.61% examples, 741228 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:35,865 : INFO : EPOCH 18 - PROGRESS: at 83.99% examples, 741255 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:36,874 : INFO : EPOCH 18 - PROGRESS: at 84.35% examples, 741303 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:37,875 : INFO : EPOCH 18 - PROGRESS: at 84.70% examples, 741324 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:38,878 : INFO : EPOCH 18 - PROGRESS: at 85.07% examples, 741322 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:39,889 : INFO : EPOCH 18 - PROGRESS: at 85.41% examples, 741313 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:40,889 : INFO : EPOCH 18 - PROGRESS: at 85.77% examples, 741277 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:41,913 : INFO : EPOCH 18 - PROGRESS: at 86.15% examples, 741267 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:42,922 : INFO : EPOCH 18 - PROGRESS: at 86.51% examples, 741285 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:53:43,930 : INFO : EPOCH 18 - PROGRESS: at 86.87% examples, 741313 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:44,934 : INFO : EPOCH 18 - PROGRESS: at 87.23% examples, 741278 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:45,938 : INFO : EPOCH 18 - PROGRESS: at 87.60% examples, 741269 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:46,941 : INFO : EPOCH 18 - PROGRESS: at 87.96% examples, 741223 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:47,958 : INFO : EPOCH 18 - PROGRESS: at 88.33% examples, 741252 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:48,964 : INFO : EPOCH 18 - PROGRESS: at 88.70% examples, 741214 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:49,969 : INFO : EPOCH 18 - PROGRESS: at 89.06% examples, 741206 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:50,969 : INFO : EPOCH 18 - PROGRESS: at 89.40% examples, 741219 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:53:51,973 : INFO : EPOCH 18 - PROGRESS: at 89.77% examples, 741256 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:52,977 : INFO : EPOCH 18 - PROGRESS: at 90.15% examples, 741242 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:53,990 : INFO : EPOCH 18 - PROGRESS: at 90.48% examples, 741282 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:54,993 : INFO : EPOCH 18 - PROGRESS: at 90.85% examples, 741313 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:53:55,995 : INFO : EPOCH 18 - PROGRESS: at 91.20% examples, 741315 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:57,002 : INFO : EPOCH 18 - PROGRESS: at 91.56% examples, 741323 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:53:58,002 : INFO : EPOCH 18 - PROGRESS: at 91.90% examples, 741294 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:53:59,009 : INFO : EPOCH 18 - PROGRESS: at 92.27% examples, 741290 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:00,022 : INFO : EPOCH 18 - PROGRESS: at 92.62% examples, 741311 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:01,026 : INFO : EPOCH 18 - PROGRESS: at 92.95% examples, 741265 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:54:02,028 : INFO : EPOCH 18 - PROGRESS: at 93.28% examples, 741349 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:03,029 : INFO : EPOCH 18 - PROGRESS: at 93.63% examples, 741325 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:04,043 : INFO : EPOCH 18 - PROGRESS: at 93.99% examples, 741358 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:05,054 : INFO : EPOCH 18 - PROGRESS: at 94.35% examples, 741325 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:54:06,054 : INFO : EPOCH 18 - PROGRESS: at 94.72% examples, 741374 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:07,056 : INFO : EPOCH 18 - PROGRESS: at 95.07% examples, 741366 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:08,076 : INFO : EPOCH 18 - PROGRESS: at 95.42% examples, 741361 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:09,085 : INFO : EPOCH 18 - PROGRESS: at 95.77% examples, 741361 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:10,092 : INFO : EPOCH 18 - PROGRESS: at 96.14% examples, 741346 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:11,109 : INFO : EPOCH 18 - PROGRESS: at 96.48% examples, 741359 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:12,110 : INFO : EPOCH 18 - PROGRESS: at 96.84% examples, 741383 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:13,115 : INFO : EPOCH 18 - PROGRESS: at 97.19% examples, 741417 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:14,122 : INFO : EPOCH 18 - PROGRESS: at 97.53% examples, 741259 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:15,123 : INFO : EPOCH 18 - PROGRESS: at 97.91% examples, 740978 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:16,139 : INFO : EPOCH 18 - PROGRESS: at 98.24% examples, 740701 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:17,160 : INFO : EPOCH 18 - PROGRESS: at 98.58% examples, 740489 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:18,167 : INFO : EPOCH 18 - PROGRESS: at 98.88% examples, 740251 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:19,181 : INFO : EPOCH 18 - PROGRESS: at 99.21% examples, 739883 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:20,182 : INFO : EPOCH 18 - PROGRESS: at 99.51% examples, 739557 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:21,186 : INFO : EPOCH 18 - PROGRESS: at 99.79% examples, 738993 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:21,802 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 19:54:21,807 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 19:54:21,812 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 19:54:21,819 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 19:54:21,820 : INFO : EPOCH - 18 : training on 266682872 raw words (207301257 effective words) took 280.5s, 739045 effective words/s
2020-07-23 19:54:22,835 : INFO : EPOCH 19 - PROGRESS: at 0.35% examples, 721749 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:23,846 : INFO : EPOCH 19 - PROGRESS: at 0.74% examples, 729662 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:24,847 : INFO : EPOCH 19 - PROGRESS: at 1.10% examples, 732634 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:25,848 : INFO : EPOCH 19 - PROGRESS: at 1.46% examples, 734749 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:26,856 : INFO : EPOCH 19 - PROGRESS: at 1.81% examples, 737216 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:27,856 : INFO : EPOCH 19 - PROGRESS: at 2.18% examples, 737517 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:28,878 : INFO : EPOCH 19 - PROGRESS: at 2.55% examples, 736855 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:29,887 : INFO : EPOCH 19 - PROGRESS: at 2.86% examples, 737018 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:30,901 : INFO : EPOCH 19 - PROGRESS: at 3.21% examples, 738293 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:31,913 : INFO : EPOCH 19 - PROGRESS: at 3.58% examples, 738684 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:32,924 : INFO : EPOCH 19 - PROGRESS: at 3.96% examples, 738026 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:33,937 : INFO : EPOCH 19 - PROGRESS: at 4.31% examples, 737343 words/s, in_qsize 5, out_qsize 2
2020-07-23 19:54:34,941 : INFO : EPOCH 19 - PROGRESS: at 4.67% examples, 738148 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:35,942 : INFO : EPOCH 19 - PROGRESS: at 5.06% examples, 738136 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:36,943 : INFO : EPOCH 19 - PROGRESS: at 5.42% examples, 738279 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:37,955 : INFO : EPOCH 19 - PROGRESS: at 5.78% examples, 738431 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:38,965 : INFO : EPOCH 19 - PROGRESS: at 6.11% examples, 735596 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:54:39,980 : INFO : EPOCH 19 - PROGRESS: at 6.45% examples, 732192 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:54:40,983 : INFO : EPOCH 19 - PROGRESS: at 6.75% examples, 729156 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:41,994 : INFO : EPOCH 19 - PROGRESS: at 7.07% examples, 726107 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:54:42,994 : INFO : EPOCH 19 - PROGRESS: at 7.39% examples, 724278 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:43,996 : INFO : EPOCH 19 - PROGRESS: at 7.72% examples, 721473 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:45,007 : INFO : EPOCH 19 - PROGRESS: at 8.03% examples, 719010 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:46,024 : INFO : EPOCH 19 - PROGRESS: at 8.36% examples, 717173 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:47,024 : INFO : EPOCH 19 - PROGRESS: at 8.70% examples, 715416 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:48,031 : INFO : EPOCH 19 - PROGRESS: at 9.02% examples, 713345 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:49,042 : INFO : EPOCH 19 - PROGRESS: at 9.34% examples, 712087 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:50,048 : INFO : EPOCH 19 - PROGRESS: at 9.66% examples, 710879 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:54:51,049 : INFO : EPOCH 19 - PROGRESS: at 10.00% examples, 709516 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:52,050 : INFO : EPOCH 19 - PROGRESS: at 10.29% examples, 708648 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:53,054 : INFO : EPOCH 19 - PROGRESS: at 10.64% examples, 707184 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:54,055 : INFO : EPOCH 19 - PROGRESS: at 10.95% examples, 706264 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:54:55,055 : INFO : EPOCH 19 - PROGRESS: at 11.29% examples, 705527 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:54:56,058 : INFO : EPOCH 19 - PROGRESS: at 11.62% examples, 704613 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:57,061 : INFO : EPOCH 19 - PROGRESS: at 11.94% examples, 703692 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:58,074 : INFO : EPOCH 19 - PROGRESS: at 12.26% examples, 702913 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:54:59,076 : INFO : EPOCH 19 - PROGRESS: at 12.58% examples, 702244 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:00,076 : INFO : EPOCH 19 - PROGRESS: at 12.89% examples, 701740 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:01,078 : INFO : EPOCH 19 - PROGRESS: at 13.20% examples, 700700 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:02,085 : INFO : EPOCH 19 - PROGRESS: at 13.53% examples, 700183 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:55:03,102 : INFO : EPOCH 19 - PROGRESS: at 13.86% examples, 699622 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:55:04,113 : INFO : EPOCH 19 - PROGRESS: at 14.21% examples, 699134 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:55:05,116 : INFO : EPOCH 19 - PROGRESS: at 14.54% examples, 698576 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:55:06,123 : INFO : EPOCH 19 - PROGRESS: at 14.84% examples, 697941 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:07,128 : INFO : EPOCH 19 - PROGRESS: at 15.18% examples, 697649 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:08,129 : INFO : EPOCH 19 - PROGRESS: at 15.51% examples, 696915 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:09,139 : INFO : EPOCH 19 - PROGRESS: at 15.87% examples, 696143 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:10,146 : INFO : EPOCH 19 - PROGRESS: at 16.19% examples, 695729 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:11,157 : INFO : EPOCH 19 - PROGRESS: at 16.55% examples, 694985 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:12,159 : INFO : EPOCH 19 - PROGRESS: at 16.86% examples, 694600 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:13,163 : INFO : EPOCH 19 - PROGRESS: at 17.17% examples, 694293 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:14,164 : INFO : EPOCH 19 - PROGRESS: at 17.50% examples, 693838 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:15,174 : INFO : EPOCH 19 - PROGRESS: at 17.82% examples, 693421 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:55:16,192 : INFO : EPOCH 19 - PROGRESS: at 18.15% examples, 693161 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:17,202 : INFO : EPOCH 19 - PROGRESS: at 18.46% examples, 692951 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:18,214 : INFO : EPOCH 19 - PROGRESS: at 18.79% examples, 692579 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:19,230 : INFO : EPOCH 19 - PROGRESS: at 19.11% examples, 692248 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:55:20,238 : INFO : EPOCH 19 - PROGRESS: at 19.44% examples, 691898 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:21,243 : INFO : EPOCH 19 - PROGRESS: at 19.77% examples, 691541 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:22,249 : INFO : EPOCH 19 - PROGRESS: at 20.14% examples, 691164 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:23,250 : INFO : EPOCH 19 - PROGRESS: at 20.46% examples, 691016 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:24,251 : INFO : EPOCH 19 - PROGRESS: at 20.80% examples, 690691 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:25,256 : INFO : EPOCH 19 - PROGRESS: at 21.14% examples, 690453 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:26,256 : INFO : EPOCH 19 - PROGRESS: at 21.45% examples, 690191 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:27,256 : INFO : EPOCH 19 - PROGRESS: at 21.80% examples, 690035 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:28,282 : INFO : EPOCH 19 - PROGRESS: at 22.13% examples, 689595 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:29,294 : INFO : EPOCH 19 - PROGRESS: at 22.45% examples, 689520 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:30,304 : INFO : EPOCH 19 - PROGRESS: at 22.76% examples, 689414 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:31,305 : INFO : EPOCH 19 - PROGRESS: at 23.09% examples, 689077 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:32,338 : INFO : EPOCH 19 - PROGRESS: at 23.42% examples, 688709 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:55:33,359 : INFO : EPOCH 19 - PROGRESS: at 23.76% examples, 688454 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:34,379 : INFO : EPOCH 19 - PROGRESS: at 24.09% examples, 688370 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:35,380 : INFO : EPOCH 19 - PROGRESS: at 24.44% examples, 688144 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:36,382 : INFO : EPOCH 19 - PROGRESS: at 24.76% examples, 688024 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:37,396 : INFO : EPOCH 19 - PROGRESS: at 25.12% examples, 687649 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:38,401 : INFO : EPOCH 19 - PROGRESS: at 25.44% examples, 687515 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:39,421 : INFO : EPOCH 19 - PROGRESS: at 25.77% examples, 687203 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:55:40,429 : INFO : EPOCH 19 - PROGRESS: at 26.12% examples, 686966 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:55:41,443 : INFO : EPOCH 19 - PROGRESS: at 26.45% examples, 686833 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:42,456 : INFO : EPOCH 19 - PROGRESS: at 26.79% examples, 686557 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:43,463 : INFO : EPOCH 19 - PROGRESS: at 27.14% examples, 686449 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:44,469 : INFO : EPOCH 19 - PROGRESS: at 27.46% examples, 686435 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:45,488 : INFO : EPOCH 19 - PROGRESS: at 27.80% examples, 686190 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:46,498 : INFO : EPOCH 19 - PROGRESS: at 28.11% examples, 686105 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:47,504 : INFO : EPOCH 19 - PROGRESS: at 28.44% examples, 685825 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:55:48,505 : INFO : EPOCH 19 - PROGRESS: at 28.76% examples, 685778 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:49,514 : INFO : EPOCH 19 - PROGRESS: at 29.07% examples, 685551 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:50,530 : INFO : EPOCH 19 - PROGRESS: at 29.40% examples, 685539 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:55:51,544 : INFO : EPOCH 19 - PROGRESS: at 29.73% examples, 685377 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:52,544 : INFO : EPOCH 19 - PROGRESS: at 30.04% examples, 685290 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:53,553 : INFO : EPOCH 19 - PROGRESS: at 30.35% examples, 685161 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:55:54,558 : INFO : EPOCH 19 - PROGRESS: at 30.68% examples, 685067 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:55,565 : INFO : EPOCH 19 - PROGRESS: at 31.01% examples, 684829 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:56,567 : INFO : EPOCH 19 - PROGRESS: at 31.36% examples, 684621 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:55:57,574 : INFO : EPOCH 19 - PROGRESS: at 31.70% examples, 684380 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:58,582 : INFO : EPOCH 19 - PROGRESS: at 32.01% examples, 684368 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:55:59,592 : INFO : EPOCH 19 - PROGRESS: at 32.32% examples, 684189 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:00,604 : INFO : EPOCH 19 - PROGRESS: at 32.65% examples, 684044 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:01,607 : INFO : EPOCH 19 - PROGRESS: at 32.96% examples, 684001 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:02,627 : INFO : EPOCH 19 - PROGRESS: at 33.29% examples, 683768 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:03,636 : INFO : EPOCH 19 - PROGRESS: at 33.60% examples, 683742 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:04,637 : INFO : EPOCH 19 - PROGRESS: at 33.94% examples, 683612 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:05,650 : INFO : EPOCH 19 - PROGRESS: at 34.28% examples, 683441 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:56:06,658 : INFO : EPOCH 19 - PROGRESS: at 34.60% examples, 683296 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:07,669 : INFO : EPOCH 19 - PROGRESS: at 34.94% examples, 683261 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:08,673 : INFO : EPOCH 19 - PROGRESS: at 35.26% examples, 683190 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:09,680 : INFO : EPOCH 19 - PROGRESS: at 35.59% examples, 683145 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:56:10,687 : INFO : EPOCH 19 - PROGRESS: at 35.90% examples, 682954 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:11,689 : INFO : EPOCH 19 - PROGRESS: at 36.24% examples, 682800 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:12,690 : INFO : EPOCH 19 - PROGRESS: at 36.58% examples, 682852 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:13,713 : INFO : EPOCH 19 - PROGRESS: at 36.94% examples, 682582 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:14,724 : INFO : EPOCH 19 - PROGRESS: at 37.27% examples, 682572 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:15,725 : INFO : EPOCH 19 - PROGRESS: at 37.61% examples, 682525 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:16,729 : INFO : EPOCH 19 - PROGRESS: at 37.93% examples, 682393 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:17,730 : INFO : EPOCH 19 - PROGRESS: at 38.23% examples, 682317 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:56:18,738 : INFO : EPOCH 19 - PROGRESS: at 38.57% examples, 682247 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:19,754 : INFO : EPOCH 19 - PROGRESS: at 38.90% examples, 682152 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:56:20,757 : INFO : EPOCH 19 - PROGRESS: at 39.22% examples, 682056 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:21,762 : INFO : EPOCH 19 - PROGRESS: at 39.54% examples, 681976 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:22,765 : INFO : EPOCH 19 - PROGRESS: at 39.87% examples, 681902 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:23,766 : INFO : EPOCH 19 - PROGRESS: at 40.20% examples, 681839 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:24,778 : INFO : EPOCH 19 - PROGRESS: at 40.52% examples, 681717 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:25,778 : INFO : EPOCH 19 - PROGRESS: at 40.84% examples, 681659 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:26,778 : INFO : EPOCH 19 - PROGRESS: at 41.17% examples, 681611 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:27,794 : INFO : EPOCH 19 - PROGRESS: at 41.48% examples, 681427 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:28,803 : INFO : EPOCH 19 - PROGRESS: at 41.81% examples, 681431 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:29,807 : INFO : EPOCH 19 - PROGRESS: at 42.16% examples, 681308 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:30,815 : INFO : EPOCH 19 - PROGRESS: at 42.49% examples, 681385 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:56:31,818 : INFO : EPOCH 19 - PROGRESS: at 42.82% examples, 681229 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:32,833 : INFO : EPOCH 19 - PROGRESS: at 43.13% examples, 681215 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:33,850 : INFO : EPOCH 19 - PROGRESS: at 43.47% examples, 681239 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:34,850 : INFO : EPOCH 19 - PROGRESS: at 43.79% examples, 681196 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:35,855 : INFO : EPOCH 19 - PROGRESS: at 44.10% examples, 681167 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:36,876 : INFO : EPOCH 19 - PROGRESS: at 44.41% examples, 681056 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:56:37,881 : INFO : EPOCH 19 - PROGRESS: at 44.75% examples, 680995 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:38,887 : INFO : EPOCH 19 - PROGRESS: at 45.06% examples, 680889 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:39,903 : INFO : EPOCH 19 - PROGRESS: at 45.39% examples, 680842 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:40,908 : INFO : EPOCH 19 - PROGRESS: at 45.71% examples, 680871 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:41,921 : INFO : EPOCH 19 - PROGRESS: at 46.06% examples, 680749 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:42,928 : INFO : EPOCH 19 - PROGRESS: at 46.40% examples, 680712 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:56:43,934 : INFO : EPOCH 19 - PROGRESS: at 46.72% examples, 680619 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:44,939 : INFO : EPOCH 19 - PROGRESS: at 47.05% examples, 680570 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:56:45,941 : INFO : EPOCH 19 - PROGRESS: at 47.39% examples, 680492 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:56:46,942 : INFO : EPOCH 19 - PROGRESS: at 47.73% examples, 680381 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:47,952 : INFO : EPOCH 19 - PROGRESS: at 48.04% examples, 680338 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:48,953 : INFO : EPOCH 19 - PROGRESS: at 48.38% examples, 680279 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:49,960 : INFO : EPOCH 19 - PROGRESS: at 48.69% examples, 680335 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:50,976 : INFO : EPOCH 19 - PROGRESS: at 48.99% examples, 680309 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:51,976 : INFO : EPOCH 19 - PROGRESS: at 49.32% examples, 680315 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:52,981 : INFO : EPOCH 19 - PROGRESS: at 49.64% examples, 680229 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:53,997 : INFO : EPOCH 19 - PROGRESS: at 49.99% examples, 680093 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:55,006 : INFO : EPOCH 19 - PROGRESS: at 50.35% examples, 680017 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:56,006 : INFO : EPOCH 19 - PROGRESS: at 50.65% examples, 679981 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:57,012 : INFO : EPOCH 19 - PROGRESS: at 50.97% examples, 679984 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:58,022 : INFO : EPOCH 19 - PROGRESS: at 51.28% examples, 679871 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:56:59,040 : INFO : EPOCH 19 - PROGRESS: at 51.60% examples, 679614 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:00,041 : INFO : EPOCH 19 - PROGRESS: at 51.92% examples, 679540 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:01,065 : INFO : EPOCH 19 - PROGRESS: at 52.22% examples, 679219 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:02,079 : INFO : EPOCH 19 - PROGRESS: at 52.52% examples, 678736 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:57:03,087 : INFO : EPOCH 19 - PROGRESS: at 52.88% examples, 679100 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:04,092 : INFO : EPOCH 19 - PROGRESS: at 53.25% examples, 679466 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:05,103 : INFO : EPOCH 19 - PROGRESS: at 53.61% examples, 679794 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:06,113 : INFO : EPOCH 19 - PROGRESS: at 53.97% examples, 680131 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:07,125 : INFO : EPOCH 19 - PROGRESS: at 54.32% examples, 680610 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:08,129 : INFO : EPOCH 19 - PROGRESS: at 54.68% examples, 680965 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:09,130 : INFO : EPOCH 19 - PROGRESS: at 55.03% examples, 681316 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:10,147 : INFO : EPOCH 19 - PROGRESS: at 55.39% examples, 681694 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:11,150 : INFO : EPOCH 19 - PROGRESS: at 55.74% examples, 682029 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:12,156 : INFO : EPOCH 19 - PROGRESS: at 56.12% examples, 682407 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:13,166 : INFO : EPOCH 19 - PROGRESS: at 56.49% examples, 682692 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:14,171 : INFO : EPOCH 19 - PROGRESS: at 56.85% examples, 683041 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:57:15,174 : INFO : EPOCH 19 - PROGRESS: at 57.18% examples, 683390 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:57:16,190 : INFO : EPOCH 19 - PROGRESS: at 57.54% examples, 683646 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:17,195 : INFO : EPOCH 19 - PROGRESS: at 57.92% examples, 684009 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:18,198 : INFO : EPOCH 19 - PROGRESS: at 58.26% examples, 684300 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:19,217 : INFO : EPOCH 19 - PROGRESS: at 58.62% examples, 684580 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:20,228 : INFO : EPOCH 19 - PROGRESS: at 58.99% examples, 684867 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:21,230 : INFO : EPOCH 19 - PROGRESS: at 59.36% examples, 685239 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:57:22,245 : INFO : EPOCH 19 - PROGRESS: at 59.74% examples, 685488 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:23,257 : INFO : EPOCH 19 - PROGRESS: at 60.10% examples, 685749 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:24,265 : INFO : EPOCH 19 - PROGRESS: at 60.43% examples, 686072 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:25,267 : INFO : EPOCH 19 - PROGRESS: at 60.80% examples, 686402 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:26,274 : INFO : EPOCH 19 - PROGRESS: at 61.17% examples, 686636 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:27,282 : INFO : EPOCH 19 - PROGRESS: at 61.54% examples, 686966 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:28,286 : INFO : EPOCH 19 - PROGRESS: at 61.87% examples, 687286 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:29,297 : INFO : EPOCH 19 - PROGRESS: at 62.24% examples, 687490 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:30,303 : INFO : EPOCH 19 - PROGRESS: at 62.59% examples, 687730 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:31,307 : INFO : EPOCH 19 - PROGRESS: at 62.94% examples, 688046 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:32,316 : INFO : EPOCH 19 - PROGRESS: at 63.31% examples, 688314 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:33,324 : INFO : EPOCH 19 - PROGRESS: at 63.66% examples, 688591 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:34,331 : INFO : EPOCH 19 - PROGRESS: at 64.05% examples, 688859 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:57:35,338 : INFO : EPOCH 19 - PROGRESS: at 64.43% examples, 689140 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:36,350 : INFO : EPOCH 19 - PROGRESS: at 64.79% examples, 689427 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:37,361 : INFO : EPOCH 19 - PROGRESS: at 65.17% examples, 689656 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:38,361 : INFO : EPOCH 19 - PROGRESS: at 65.51% examples, 689940 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:39,373 : INFO : EPOCH 19 - PROGRESS: at 65.87% examples, 690223 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:40,375 : INFO : EPOCH 19 - PROGRESS: at 66.23% examples, 690480 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:41,377 : INFO : EPOCH 19 - PROGRESS: at 66.58% examples, 690651 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:42,378 : INFO : EPOCH 19 - PROGRESS: at 66.93% examples, 690865 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:43,382 : INFO : EPOCH 19 - PROGRESS: at 67.27% examples, 691067 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:44,387 : INFO : EPOCH 19 - PROGRESS: at 67.63% examples, 691339 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:45,388 : INFO : EPOCH 19 - PROGRESS: at 68.00% examples, 691543 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:46,390 : INFO : EPOCH 19 - PROGRESS: at 68.36% examples, 691796 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:47,398 : INFO : EPOCH 19 - PROGRESS: at 68.75% examples, 692028 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:48,400 : INFO : EPOCH 19 - PROGRESS: at 69.10% examples, 692240 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:49,406 : INFO : EPOCH 19 - PROGRESS: at 69.42% examples, 692460 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:57:50,410 : INFO : EPOCH 19 - PROGRESS: at 69.77% examples, 692729 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:51,412 : INFO : EPOCH 19 - PROGRESS: at 70.14% examples, 692940 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:52,429 : INFO : EPOCH 19 - PROGRESS: at 70.49% examples, 693129 words/s, in_qsize 7, out_qsize 1
2020-07-23 19:57:53,438 : INFO : EPOCH 19 - PROGRESS: at 70.87% examples, 693350 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:54,439 : INFO : EPOCH 19 - PROGRESS: at 71.24% examples, 693556 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:55,445 : INFO : EPOCH 19 - PROGRESS: at 71.60% examples, 693757 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:56,452 : INFO : EPOCH 19 - PROGRESS: at 71.98% examples, 693952 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:57:57,457 : INFO : EPOCH 19 - PROGRESS: at 72.34% examples, 694239 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:58,464 : INFO : EPOCH 19 - PROGRESS: at 72.68% examples, 694402 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:57:59,469 : INFO : EPOCH 19 - PROGRESS: at 73.02% examples, 694647 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:00,475 : INFO : EPOCH 19 - PROGRESS: at 73.38% examples, 694886 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:01,480 : INFO : EPOCH 19 - PROGRESS: at 73.74% examples, 695092 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:02,480 : INFO : EPOCH 19 - PROGRESS: at 74.09% examples, 695282 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:03,494 : INFO : EPOCH 19 - PROGRESS: at 74.47% examples, 695489 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:04,499 : INFO : EPOCH 19 - PROGRESS: at 74.82% examples, 695714 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:05,503 : INFO : EPOCH 19 - PROGRESS: at 75.20% examples, 695834 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:06,508 : INFO : EPOCH 19 - PROGRESS: at 75.56% examples, 696031 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:07,519 : INFO : EPOCH 19 - PROGRESS: at 75.93% examples, 696198 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:08,529 : INFO : EPOCH 19 - PROGRESS: at 76.29% examples, 696400 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:09,541 : INFO : EPOCH 19 - PROGRESS: at 76.64% examples, 696599 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:10,558 : INFO : EPOCH 19 - PROGRESS: at 77.00% examples, 696789 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:11,567 : INFO : EPOCH 19 - PROGRESS: at 77.36% examples, 696962 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:12,573 : INFO : EPOCH 19 - PROGRESS: at 77.72% examples, 697195 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:13,576 : INFO : EPOCH 19 - PROGRESS: at 78.08% examples, 697373 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:14,579 : INFO : EPOCH 19 - PROGRESS: at 78.43% examples, 697555 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:15,588 : INFO : EPOCH 19 - PROGRESS: at 78.78% examples, 697739 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:16,588 : INFO : EPOCH 19 - PROGRESS: at 79.12% examples, 697951 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:17,589 : INFO : EPOCH 19 - PROGRESS: at 79.50% examples, 698155 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:18,594 : INFO : EPOCH 19 - PROGRESS: at 79.85% examples, 698305 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:19,595 : INFO : EPOCH 19 - PROGRESS: at 80.22% examples, 698458 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:20,595 : INFO : EPOCH 19 - PROGRESS: at 80.56% examples, 698621 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:21,595 : INFO : EPOCH 19 - PROGRESS: at 80.94% examples, 698800 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:58:22,597 : INFO : EPOCH 19 - PROGRESS: at 81.30% examples, 698909 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:23,604 : INFO : EPOCH 19 - PROGRESS: at 81.66% examples, 699062 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:24,619 : INFO : EPOCH 19 - PROGRESS: at 82.01% examples, 699238 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:25,621 : INFO : EPOCH 19 - PROGRESS: at 82.36% examples, 699405 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:26,625 : INFO : EPOCH 19 - PROGRESS: at 82.73% examples, 699552 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:27,625 : INFO : EPOCH 19 - PROGRESS: at 83.10% examples, 699724 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:28,641 : INFO : EPOCH 19 - PROGRESS: at 83.46% examples, 699941 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:58:29,649 : INFO : EPOCH 19 - PROGRESS: at 83.81% examples, 700117 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:30,656 : INFO : EPOCH 19 - PROGRESS: at 84.17% examples, 700272 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:31,656 : INFO : EPOCH 19 - PROGRESS: at 84.53% examples, 700480 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:32,658 : INFO : EPOCH 19 - PROGRESS: at 84.89% examples, 700619 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:33,665 : INFO : EPOCH 19 - PROGRESS: at 85.24% examples, 700772 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:58:34,667 : INFO : EPOCH 19 - PROGRESS: at 85.60% examples, 700937 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:58:35,684 : INFO : EPOCH 19 - PROGRESS: at 85.97% examples, 701055 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:36,685 : INFO : EPOCH 19 - PROGRESS: at 86.33% examples, 701196 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:37,688 : INFO : EPOCH 19 - PROGRESS: at 86.67% examples, 701283 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:38,689 : INFO : EPOCH 19 - PROGRESS: at 87.03% examples, 701492 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:39,705 : INFO : EPOCH 19 - PROGRESS: at 87.41% examples, 701602 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:40,712 : INFO : EPOCH 19 - PROGRESS: at 87.77% examples, 701736 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:41,718 : INFO : EPOCH 19 - PROGRESS: at 88.14% examples, 701863 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:42,725 : INFO : EPOCH 19 - PROGRESS: at 88.51% examples, 701995 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:43,729 : INFO : EPOCH 19 - PROGRESS: at 88.87% examples, 702114 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:44,746 : INFO : EPOCH 19 - PROGRESS: at 89.21% examples, 702248 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:45,746 : INFO : EPOCH 19 - PROGRESS: at 89.56% examples, 702362 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:46,750 : INFO : EPOCH 19 - PROGRESS: at 89.93% examples, 702507 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:47,750 : INFO : EPOCH 19 - PROGRESS: at 90.30% examples, 702667 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:48,761 : INFO : EPOCH 19 - PROGRESS: at 90.63% examples, 702798 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:49,775 : INFO : EPOCH 19 - PROGRESS: at 90.99% examples, 702936 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:50,776 : INFO : EPOCH 19 - PROGRESS: at 91.36% examples, 703060 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:51,778 : INFO : EPOCH 19 - PROGRESS: at 91.70% examples, 703204 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:58:52,780 : INFO : EPOCH 19 - PROGRESS: at 92.04% examples, 703375 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:53,780 : INFO : EPOCH 19 - PROGRESS: at 92.42% examples, 703487 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:54,795 : INFO : EPOCH 19 - PROGRESS: at 92.76% examples, 703592 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:55,801 : INFO : EPOCH 19 - PROGRESS: at 93.08% examples, 703754 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:56,802 : INFO : EPOCH 19 - PROGRESS: at 93.42% examples, 703904 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:58:57,803 : INFO : EPOCH 19 - PROGRESS: at 93.78% examples, 704003 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:58,803 : INFO : EPOCH 19 - PROGRESS: at 94.13% examples, 704135 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:58:59,817 : INFO : EPOCH 19 - PROGRESS: at 94.48% examples, 704244 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:00,829 : INFO : EPOCH 19 - PROGRESS: at 94.86% examples, 704361 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:01,850 : INFO : EPOCH 19 - PROGRESS: at 95.22% examples, 704450 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:02,857 : INFO : EPOCH 19 - PROGRESS: at 95.55% examples, 704615 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:59:03,861 : INFO : EPOCH 19 - PROGRESS: at 95.89% examples, 704713 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:04,872 : INFO : EPOCH 19 - PROGRESS: at 96.25% examples, 704844 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:05,876 : INFO : EPOCH 19 - PROGRESS: at 96.60% examples, 704960 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:06,884 : INFO : EPOCH 19 - PROGRESS: at 96.95% examples, 705098 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:07,889 : INFO : EPOCH 19 - PROGRESS: at 97.30% examples, 705242 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:08,890 : INFO : EPOCH 19 - PROGRESS: at 97.70% examples, 705372 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:09,904 : INFO : EPOCH 19 - PROGRESS: at 98.08% examples, 705459 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:10,905 : INFO : EPOCH 19 - PROGRESS: at 98.43% examples, 705570 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:11,914 : INFO : EPOCH 19 - PROGRESS: at 98.79% examples, 705746 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:12,921 : INFO : EPOCH 19 - PROGRESS: at 99.15% examples, 705813 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:13,925 : INFO : EPOCH 19 - PROGRESS: at 99.50% examples, 705924 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:14,927 : INFO : EPOCH 19 - PROGRESS: at 99.85% examples, 706039 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:15,374 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 19:59:15,384 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 19:59:15,385 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 19:59:15,389 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 19:59:15,389 : INFO : EPOCH - 19 : training on 266682872 raw words (207295261 effective words) took 293.6s, 706126 effective words/s
2020-07-23 19:59:16,402 : INFO : EPOCH 20 - PROGRESS: at 0.35% examples, 723636 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:17,404 : INFO : EPOCH 20 - PROGRESS: at 0.74% examples, 730044 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:18,413 : INFO : EPOCH 20 - PROGRESS: at 1.10% examples, 735854 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:19,421 : INFO : EPOCH 20 - PROGRESS: at 1.46% examples, 736023 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:20,426 : INFO : EPOCH 20 - PROGRESS: at 1.81% examples, 737010 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:21,429 : INFO : EPOCH 20 - PROGRESS: at 2.18% examples, 738054 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:22,454 : INFO : EPOCH 20 - PROGRESS: at 2.55% examples, 736014 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:59:23,456 : INFO : EPOCH 20 - PROGRESS: at 2.86% examples, 737964 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:24,458 : INFO : EPOCH 20 - PROGRESS: at 3.21% examples, 738805 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:25,464 : INFO : EPOCH 20 - PROGRESS: at 3.57% examples, 738526 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:26,486 : INFO : EPOCH 20 - PROGRESS: at 3.96% examples, 738440 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:27,488 : INFO : EPOCH 20 - PROGRESS: at 4.31% examples, 738387 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:28,490 : INFO : EPOCH 20 - PROGRESS: at 4.68% examples, 739705 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:59:29,497 : INFO : EPOCH 20 - PROGRESS: at 5.07% examples, 739269 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:59:30,498 : INFO : EPOCH 20 - PROGRESS: at 5.43% examples, 739929 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:31,507 : INFO : EPOCH 20 - PROGRESS: at 5.78% examples, 740141 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:32,510 : INFO : EPOCH 20 - PROGRESS: at 6.14% examples, 740186 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:33,537 : INFO : EPOCH 20 - PROGRESS: at 6.50% examples, 740047 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:34,543 : INFO : EPOCH 20 - PROGRESS: at 6.86% examples, 740202 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:35,546 : INFO : EPOCH 20 - PROGRESS: at 7.20% examples, 740372 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:36,549 : INFO : EPOCH 20 - PROGRESS: at 7.57% examples, 740391 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:37,565 : INFO : EPOCH 20 - PROGRESS: at 7.91% examples, 740398 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:38,568 : INFO : EPOCH 20 - PROGRESS: at 8.25% examples, 739518 words/s, in_qsize 6, out_qsize 1
2020-07-23 19:59:39,572 : INFO : EPOCH 20 - PROGRESS: at 8.59% examples, 738515 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:40,580 : INFO : EPOCH 20 - PROGRESS: at 8.94% examples, 734863 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:41,591 : INFO : EPOCH 20 - PROGRESS: at 9.25% examples, 732855 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:42,592 : INFO : EPOCH 20 - PROGRESS: at 9.61% examples, 733084 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:43,602 : INFO : EPOCH 20 - PROGRESS: at 9.98% examples, 733729 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:59:44,614 : INFO : EPOCH 20 - PROGRESS: at 10.25% examples, 730169 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:45,635 : INFO : EPOCH 20 - PROGRESS: at 10.54% examples, 725131 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:46,668 : INFO : EPOCH 20 - PROGRESS: at 10.81% examples, 717713 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:47,670 : INFO : EPOCH 20 - PROGRESS: at 11.10% examples, 713682 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:48,677 : INFO : EPOCH 20 - PROGRESS: at 11.37% examples, 710018 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:49,677 : INFO : EPOCH 20 - PROGRESS: at 11.65% examples, 706270 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:50,690 : INFO : EPOCH 20 - PROGRESS: at 11.94% examples, 702931 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:51,697 : INFO : EPOCH 20 - PROGRESS: at 12.21% examples, 699543 words/s, in_qsize 8, out_qsize 0
2020-07-23 19:59:52,713 : INFO : EPOCH 20 - PROGRESS: at 12.50% examples, 696217 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:53,729 : INFO : EPOCH 20 - PROGRESS: at 12.77% examples, 693259 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:54,731 : INFO : EPOCH 20 - PROGRESS: at 13.03% examples, 690556 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:55,740 : INFO : EPOCH 20 - PROGRESS: at 13.33% examples, 688613 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:56,742 : INFO : EPOCH 20 - PROGRESS: at 13.70% examples, 690214 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:57,744 : INFO : EPOCH 20 - PROGRESS: at 14.05% examples, 691521 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:58,746 : INFO : EPOCH 20 - PROGRESS: at 14.45% examples, 692588 words/s, in_qsize 7, out_qsize 0
2020-07-23 19:59:59,747 : INFO : EPOCH 20 - PROGRESS: at 14.79% examples, 693628 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:00,765 : INFO : EPOCH 20 - PROGRESS: at 15.14% examples, 694740 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:01,766 : INFO : EPOCH 20 - PROGRESS: at 15.52% examples, 696012 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:00:02,767 : INFO : EPOCH 20 - PROGRESS: at 15.90% examples, 696842 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:03,768 : INFO : EPOCH 20 - PROGRESS: at 16.27% examples, 697804 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:04,771 : INFO : EPOCH 20 - PROGRESS: at 16.64% examples, 698669 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:00:05,784 : INFO : EPOCH 20 - PROGRESS: at 17.00% examples, 699546 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:06,787 : INFO : EPOCH 20 - PROGRESS: at 17.35% examples, 700515 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:07,787 : INFO : EPOCH 20 - PROGRESS: at 17.69% examples, 701285 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:08,790 : INFO : EPOCH 20 - PROGRESS: at 18.07% examples, 702395 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:09,795 : INFO : EPOCH 20 - PROGRESS: at 18.41% examples, 703290 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:10,798 : INFO : EPOCH 20 - PROGRESS: at 18.77% examples, 704068 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:11,799 : INFO : EPOCH 20 - PROGRESS: at 19.11% examples, 704639 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:00:12,821 : INFO : EPOCH 20 - PROGRESS: at 19.49% examples, 705374 words/s, in_qsize 7, out_qsize 1
2020-07-23 20:00:13,825 : INFO : EPOCH 20 - PROGRESS: at 19.86% examples, 706186 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:14,826 : INFO : EPOCH 20 - PROGRESS: at 20.26% examples, 706677 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:15,830 : INFO : EPOCH 20 - PROGRESS: at 20.62% examples, 707153 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:16,837 : INFO : EPOCH 20 - PROGRESS: at 21.00% examples, 707864 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:17,841 : INFO : EPOCH 20 - PROGRESS: at 21.35% examples, 708708 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:18,845 : INFO : EPOCH 20 - PROGRESS: at 21.72% examples, 709294 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:19,847 : INFO : EPOCH 20 - PROGRESS: at 22.09% examples, 709741 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:20,862 : INFO : EPOCH 20 - PROGRESS: at 22.45% examples, 710476 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:21,863 : INFO : EPOCH 20 - PROGRESS: at 22.79% examples, 711078 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:22,866 : INFO : EPOCH 20 - PROGRESS: at 23.17% examples, 711660 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:23,872 : INFO : EPOCH 20 - PROGRESS: at 23.51% examples, 711678 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:24,873 : INFO : EPOCH 20 - PROGRESS: at 23.86% examples, 712275 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:25,874 : INFO : EPOCH 20 - PROGRESS: at 24.22% examples, 712645 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:26,874 : INFO : EPOCH 20 - PROGRESS: at 24.61% examples, 712951 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:27,876 : INFO : EPOCH 20 - PROGRESS: at 24.98% examples, 713349 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:28,883 : INFO : EPOCH 20 - PROGRESS: at 25.36% examples, 713618 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:29,902 : INFO : EPOCH 20 - PROGRESS: at 25.71% examples, 714112 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:30,906 : INFO : EPOCH 20 - PROGRESS: at 26.08% examples, 714320 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:31,906 : INFO : EPOCH 20 - PROGRESS: at 26.45% examples, 714688 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:00:32,911 : INFO : EPOCH 20 - PROGRESS: at 26.83% examples, 715138 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:33,916 : INFO : EPOCH 20 - PROGRESS: at 27.21% examples, 715390 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:34,923 : INFO : EPOCH 20 - PROGRESS: at 27.57% examples, 715778 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:35,938 : INFO : EPOCH 20 - PROGRESS: at 27.92% examples, 716058 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:00:36,943 : INFO : EPOCH 20 - PROGRESS: at 28.27% examples, 716471 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:37,944 : INFO : EPOCH 20 - PROGRESS: at 28.64% examples, 716858 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:38,949 : INFO : EPOCH 20 - PROGRESS: at 28.99% examples, 717132 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:39,951 : INFO : EPOCH 20 - PROGRESS: at 29.34% examples, 717451 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:40,953 : INFO : EPOCH 20 - PROGRESS: at 29.69% examples, 717672 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:41,960 : INFO : EPOCH 20 - PROGRESS: at 30.03% examples, 717909 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:42,961 : INFO : EPOCH 20 - PROGRESS: at 30.37% examples, 718266 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:43,966 : INFO : EPOCH 20 - PROGRESS: at 30.73% examples, 718627 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:44,972 : INFO : EPOCH 20 - PROGRESS: at 31.12% examples, 719003 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:45,984 : INFO : EPOCH 20 - PROGRESS: at 31.51% examples, 719023 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:46,999 : INFO : EPOCH 20 - PROGRESS: at 31.86% examples, 719267 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:48,006 : INFO : EPOCH 20 - PROGRESS: at 32.22% examples, 719568 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:49,010 : INFO : EPOCH 20 - PROGRESS: at 32.57% examples, 719767 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:50,014 : INFO : EPOCH 20 - PROGRESS: at 32.91% examples, 720147 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:51,027 : INFO : EPOCH 20 - PROGRESS: at 33.27% examples, 720383 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:52,045 : INFO : EPOCH 20 - PROGRESS: at 33.62% examples, 720593 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:53,049 : INFO : EPOCH 20 - PROGRESS: at 33.99% examples, 720795 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:54,051 : INFO : EPOCH 20 - PROGRESS: at 34.37% examples, 721045 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:55,054 : INFO : EPOCH 20 - PROGRESS: at 34.72% examples, 721193 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:56,059 : INFO : EPOCH 20 - PROGRESS: at 35.07% examples, 721422 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:57,077 : INFO : EPOCH 20 - PROGRESS: at 35.44% examples, 721602 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:58,079 : INFO : EPOCH 20 - PROGRESS: at 35.79% examples, 721851 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:00:59,096 : INFO : EPOCH 20 - PROGRESS: at 36.18% examples, 721993 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:01:00,103 : INFO : EPOCH 20 - PROGRESS: at 36.53% examples, 722144 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:01,113 : INFO : EPOCH 20 - PROGRESS: at 36.94% examples, 722274 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:02,122 : INFO : EPOCH 20 - PROGRESS: at 37.29% examples, 722417 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:03,130 : INFO : EPOCH 20 - PROGRESS: at 37.68% examples, 722611 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:04,140 : INFO : EPOCH 20 - PROGRESS: at 38.02% examples, 722856 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:05,146 : INFO : EPOCH 20 - PROGRESS: at 38.38% examples, 722973 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:01:06,149 : INFO : EPOCH 20 - PROGRESS: at 38.74% examples, 723188 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:01:07,150 : INFO : EPOCH 20 - PROGRESS: at 39.09% examples, 723419 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:08,153 : INFO : EPOCH 20 - PROGRESS: at 39.45% examples, 723509 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:09,155 : INFO : EPOCH 20 - PROGRESS: at 39.81% examples, 723726 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:10,156 : INFO : EPOCH 20 - PROGRESS: at 40.17% examples, 723887 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:11,159 : INFO : EPOCH 20 - PROGRESS: at 40.52% examples, 724053 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:12,160 : INFO : EPOCH 20 - PROGRESS: at 40.88% examples, 724251 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:13,164 : INFO : EPOCH 20 - PROGRESS: at 41.24% examples, 724363 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:14,169 : INFO : EPOCH 20 - PROGRESS: at 41.59% examples, 724581 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:15,183 : INFO : EPOCH 20 - PROGRESS: at 41.97% examples, 724731 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:16,188 : INFO : EPOCH 20 - PROGRESS: at 42.34% examples, 724916 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:17,194 : INFO : EPOCH 20 - PROGRESS: at 42.71% examples, 725059 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:18,194 : INFO : EPOCH 20 - PROGRESS: at 43.06% examples, 725237 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:01:19,211 : INFO : EPOCH 20 - PROGRESS: at 43.41% examples, 725486 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:01:20,212 : INFO : EPOCH 20 - PROGRESS: at 43.77% examples, 725511 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:21,222 : INFO : EPOCH 20 - PROGRESS: at 44.12% examples, 725811 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:22,223 : INFO : EPOCH 20 - PROGRESS: at 44.47% examples, 725957 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:01:23,232 : INFO : EPOCH 20 - PROGRESS: at 44.82% examples, 726077 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:24,236 : INFO : EPOCH 20 - PROGRESS: at 45.19% examples, 726265 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:25,240 : INFO : EPOCH 20 - PROGRESS: at 45.53% examples, 726446 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:26,259 : INFO : EPOCH 20 - PROGRESS: at 45.91% examples, 726533 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:27,271 : INFO : EPOCH 20 - PROGRESS: at 46.30% examples, 726721 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:28,279 : INFO : EPOCH 20 - PROGRESS: at 46.66% examples, 726748 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:29,280 : INFO : EPOCH 20 - PROGRESS: at 47.01% examples, 726922 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:30,282 : INFO : EPOCH 20 - PROGRESS: at 47.39% examples, 727025 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:31,289 : INFO : EPOCH 20 - PROGRESS: at 47.76% examples, 727047 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:32,297 : INFO : EPOCH 20 - PROGRESS: at 48.11% examples, 727236 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:33,303 : INFO : EPOCH 20 - PROGRESS: at 48.48% examples, 727343 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:34,314 : INFO : EPOCH 20 - PROGRESS: at 48.81% examples, 727439 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:35,320 : INFO : EPOCH 20 - PROGRESS: at 49.15% examples, 727579 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:36,326 : INFO : EPOCH 20 - PROGRESS: at 49.51% examples, 727695 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:01:37,326 : INFO : EPOCH 20 - PROGRESS: at 49.89% examples, 727795 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:38,330 : INFO : EPOCH 20 - PROGRESS: at 50.28% examples, 727807 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:39,333 : INFO : EPOCH 20 - PROGRESS: at 50.63% examples, 727883 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:40,350 : INFO : EPOCH 20 - PROGRESS: at 50.98% examples, 727980 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:41,364 : INFO : EPOCH 20 - PROGRESS: at 51.32% examples, 728090 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:42,376 : INFO : EPOCH 20 - PROGRESS: at 51.69% examples, 728230 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:43,389 : INFO : EPOCH 20 - PROGRESS: at 52.05% examples, 728335 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:44,394 : INFO : EPOCH 20 - PROGRESS: at 52.44% examples, 728480 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:45,404 : INFO : EPOCH 20 - PROGRESS: at 52.77% examples, 728549 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:46,404 : INFO : EPOCH 20 - PROGRESS: at 53.13% examples, 728665 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:47,409 : INFO : EPOCH 20 - PROGRESS: at 53.51% examples, 728724 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:48,413 : INFO : EPOCH 20 - PROGRESS: at 53.86% examples, 728824 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:49,414 : INFO : EPOCH 20 - PROGRESS: at 54.21% examples, 728960 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:50,417 : INFO : EPOCH 20 - PROGRESS: at 54.57% examples, 729064 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:51,425 : INFO : EPOCH 20 - PROGRESS: at 54.92% examples, 729148 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:52,428 : INFO : EPOCH 20 - PROGRESS: at 55.27% examples, 729247 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:53,433 : INFO : EPOCH 20 - PROGRESS: at 55.63% examples, 729359 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:54,434 : INFO : EPOCH 20 - PROGRESS: at 55.99% examples, 729374 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:55,440 : INFO : EPOCH 20 - PROGRESS: at 56.37% examples, 729410 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:56,442 : INFO : EPOCH 20 - PROGRESS: at 56.74% examples, 729465 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:57,460 : INFO : EPOCH 20 - PROGRESS: at 57.08% examples, 729594 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:58,462 : INFO : EPOCH 20 - PROGRESS: at 57.44% examples, 729643 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:01:59,473 : INFO : EPOCH 20 - PROGRESS: at 57.80% examples, 729686 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:00,485 : INFO : EPOCH 20 - PROGRESS: at 58.17% examples, 729749 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:01,494 : INFO : EPOCH 20 - PROGRESS: at 58.52% examples, 729793 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:02,503 : INFO : EPOCH 20 - PROGRESS: at 58.90% examples, 729865 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:03,510 : INFO : EPOCH 20 - PROGRESS: at 59.26% examples, 729922 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:04,513 : INFO : EPOCH 20 - PROGRESS: at 59.63% examples, 729993 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:05,517 : INFO : EPOCH 20 - PROGRESS: at 59.99% examples, 730044 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:06,519 : INFO : EPOCH 20 - PROGRESS: at 60.34% examples, 730189 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:07,525 : INFO : EPOCH 20 - PROGRESS: at 60.70% examples, 730254 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:08,529 : INFO : EPOCH 20 - PROGRESS: at 61.07% examples, 730336 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:09,541 : INFO : EPOCH 20 - PROGRESS: at 61.44% examples, 730372 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:10,542 : INFO : EPOCH 20 - PROGRESS: at 61.79% examples, 730494 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:11,556 : INFO : EPOCH 20 - PROGRESS: at 62.13% examples, 730535 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:12,556 : INFO : EPOCH 20 - PROGRESS: at 62.50% examples, 730604 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:13,559 : INFO : EPOCH 20 - PROGRESS: at 62.84% examples, 730677 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:14,562 : INFO : EPOCH 20 - PROGRESS: at 63.21% examples, 730779 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:15,562 : INFO : EPOCH 20 - PROGRESS: at 63.58% examples, 730868 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:16,565 : INFO : EPOCH 20 - PROGRESS: at 63.95% examples, 730898 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:17,582 : INFO : EPOCH 20 - PROGRESS: at 64.32% examples, 730966 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:18,584 : INFO : EPOCH 20 - PROGRESS: at 64.70% examples, 730923 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:19,588 : INFO : EPOCH 20 - PROGRESS: at 65.06% examples, 730844 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:20,590 : INFO : EPOCH 20 - PROGRESS: at 65.37% examples, 730433 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:21,592 : INFO : EPOCH 20 - PROGRESS: at 65.68% examples, 730185 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:22,603 : INFO : EPOCH 20 - PROGRESS: at 66.05% examples, 730287 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:23,608 : INFO : EPOCH 20 - PROGRESS: at 66.40% examples, 730416 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:24,612 : INFO : EPOCH 20 - PROGRESS: at 66.77% examples, 730448 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:25,614 : INFO : EPOCH 20 - PROGRESS: at 67.13% examples, 730548 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:02:26,620 : INFO : EPOCH 20 - PROGRESS: at 67.47% examples, 730617 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:27,622 : INFO : EPOCH 20 - PROGRESS: at 67.84% examples, 730687 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:28,630 : INFO : EPOCH 20 - PROGRESS: at 68.21% examples, 730755 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:02:29,640 : INFO : EPOCH 20 - PROGRESS: at 68.59% examples, 730808 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:30,646 : INFO : EPOCH 20 - PROGRESS: at 68.97% examples, 730899 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:31,648 : INFO : EPOCH 20 - PROGRESS: at 69.30% examples, 731042 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:32,665 : INFO : EPOCH 20 - PROGRESS: at 69.65% examples, 731132 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:33,668 : INFO : EPOCH 20 - PROGRESS: at 70.02% examples, 731238 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:34,671 : INFO : EPOCH 20 - PROGRESS: at 70.38% examples, 731258 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:35,679 : INFO : EPOCH 20 - PROGRESS: at 70.75% examples, 731279 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:36,682 : INFO : EPOCH 20 - PROGRESS: at 71.12% examples, 731393 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:37,688 : INFO : EPOCH 20 - PROGRESS: at 71.47% examples, 731457 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:38,690 : INFO : EPOCH 20 - PROGRESS: at 71.87% examples, 731499 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:39,702 : INFO : EPOCH 20 - PROGRESS: at 72.22% examples, 731528 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:40,710 : INFO : EPOCH 20 - PROGRESS: at 72.58% examples, 731590 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:41,713 : INFO : EPOCH 20 - PROGRESS: at 72.92% examples, 731678 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:42,719 : INFO : EPOCH 20 - PROGRESS: at 73.28% examples, 731730 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:43,720 : INFO : EPOCH 20 - PROGRESS: at 73.63% examples, 731838 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:44,731 : INFO : EPOCH 20 - PROGRESS: at 73.99% examples, 731819 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:45,731 : INFO : EPOCH 20 - PROGRESS: at 74.37% examples, 731931 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:46,737 : INFO : EPOCH 20 - PROGRESS: at 74.73% examples, 732019 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:47,759 : INFO : EPOCH 20 - PROGRESS: at 75.09% examples, 731996 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:48,768 : INFO : EPOCH 20 - PROGRESS: at 75.47% examples, 732050 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:02:49,774 : INFO : EPOCH 20 - PROGRESS: at 75.85% examples, 732120 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:50,774 : INFO : EPOCH 20 - PROGRESS: at 76.21% examples, 732193 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:51,774 : INFO : EPOCH 20 - PROGRESS: at 76.55% examples, 732275 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:52,780 : INFO : EPOCH 20 - PROGRESS: at 76.92% examples, 732345 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:53,787 : INFO : EPOCH 20 - PROGRESS: at 77.27% examples, 732328 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:54,788 : INFO : EPOCH 20 - PROGRESS: at 77.63% examples, 732431 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:55,791 : INFO : EPOCH 20 - PROGRESS: at 78.00% examples, 732498 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:56,796 : INFO : EPOCH 20 - PROGRESS: at 78.36% examples, 732595 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:57,798 : INFO : EPOCH 20 - PROGRESS: at 78.70% examples, 732622 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:02:58,803 : INFO : EPOCH 20 - PROGRESS: at 79.03% examples, 732670 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:02:59,806 : INFO : EPOCH 20 - PROGRESS: at 79.41% examples, 732733 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:00,812 : INFO : EPOCH 20 - PROGRESS: at 79.77% examples, 732756 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:01,823 : INFO : EPOCH 20 - PROGRESS: at 80.15% examples, 732811 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:02,824 : INFO : EPOCH 20 - PROGRESS: at 80.50% examples, 732883 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:03,830 : INFO : EPOCH 20 - PROGRESS: at 80.87% examples, 732912 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:04,838 : INFO : EPOCH 20 - PROGRESS: at 81.26% examples, 732906 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:05,851 : INFO : EPOCH 20 - PROGRESS: at 81.60% examples, 732978 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:06,851 : INFO : EPOCH 20 - PROGRESS: at 81.96% examples, 733031 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:07,861 : INFO : EPOCH 20 - PROGRESS: at 82.30% examples, 733055 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:03:08,861 : INFO : EPOCH 20 - PROGRESS: at 82.69% examples, 733101 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:09,862 : INFO : EPOCH 20 - PROGRESS: at 83.05% examples, 733160 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:10,866 : INFO : EPOCH 20 - PROGRESS: at 83.42% examples, 733164 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:11,880 : INFO : EPOCH 20 - PROGRESS: at 83.75% examples, 733271 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:12,882 : INFO : EPOCH 20 - PROGRESS: at 84.13% examples, 733298 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:13,889 : INFO : EPOCH 20 - PROGRESS: at 84.48% examples, 733337 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:14,902 : INFO : EPOCH 20 - PROGRESS: at 84.85% examples, 733373 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:15,903 : INFO : EPOCH 20 - PROGRESS: at 85.20% examples, 733458 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:03:16,917 : INFO : EPOCH 20 - PROGRESS: at 85.56% examples, 733509 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:17,921 : INFO : EPOCH 20 - PROGRESS: at 85.94% examples, 733543 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:18,933 : INFO : EPOCH 20 - PROGRESS: at 86.30% examples, 733575 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:19,940 : INFO : EPOCH 20 - PROGRESS: at 86.65% examples, 733609 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:20,942 : INFO : EPOCH 20 - PROGRESS: at 87.01% examples, 733649 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:21,956 : INFO : EPOCH 20 - PROGRESS: at 87.39% examples, 733639 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:22,958 : INFO : EPOCH 20 - PROGRESS: at 87.75% examples, 733664 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:23,958 : INFO : EPOCH 20 - PROGRESS: at 88.12% examples, 733708 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:24,959 : INFO : EPOCH 20 - PROGRESS: at 88.49% examples, 733732 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:25,959 : INFO : EPOCH 20 - PROGRESS: at 88.85% examples, 733716 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:26,968 : INFO : EPOCH 20 - PROGRESS: at 89.19% examples, 733730 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:27,973 : INFO : EPOCH 20 - PROGRESS: at 89.55% examples, 733781 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:28,977 : INFO : EPOCH 20 - PROGRESS: at 89.91% examples, 733782 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:29,979 : INFO : EPOCH 20 - PROGRESS: at 90.28% examples, 733776 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:30,993 : INFO : EPOCH 20 - PROGRESS: at 90.61% examples, 733864 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:31,996 : INFO : EPOCH 20 - PROGRESS: at 90.97% examples, 733886 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:33,002 : INFO : EPOCH 20 - PROGRESS: at 91.34% examples, 733912 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:34,003 : INFO : EPOCH 20 - PROGRESS: at 91.68% examples, 733931 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:35,003 : INFO : EPOCH 20 - PROGRESS: at 92.03% examples, 733973 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:36,006 : INFO : EPOCH 20 - PROGRESS: at 92.41% examples, 733986 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:37,020 : INFO : EPOCH 20 - PROGRESS: at 92.75% examples, 733989 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:38,027 : INFO : EPOCH 20 - PROGRESS: at 93.07% examples, 734072 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:39,040 : INFO : EPOCH 20 - PROGRESS: at 93.41% examples, 734088 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:40,048 : INFO : EPOCH 20 - PROGRESS: at 93.78% examples, 734129 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:41,055 : INFO : EPOCH 20 - PROGRESS: at 94.14% examples, 734162 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:42,058 : INFO : EPOCH 20 - PROGRESS: at 94.49% examples, 734192 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:43,060 : INFO : EPOCH 20 - PROGRESS: at 94.86% examples, 734201 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:44,071 : INFO : EPOCH 20 - PROGRESS: at 95.22% examples, 734208 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:45,077 : INFO : EPOCH 20 - PROGRESS: at 95.55% examples, 734272 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:03:46,095 : INFO : EPOCH 20 - PROGRESS: at 95.90% examples, 734278 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:47,102 : INFO : EPOCH 20 - PROGRESS: at 96.25% examples, 734286 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:48,111 : INFO : EPOCH 20 - PROGRESS: at 96.61% examples, 734335 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:49,127 : INFO : EPOCH 20 - PROGRESS: at 96.96% examples, 734407 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:50,128 : INFO : EPOCH 20 - PROGRESS: at 97.32% examples, 734433 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:51,132 : INFO : EPOCH 20 - PROGRESS: at 97.72% examples, 734432 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:52,147 : INFO : EPOCH 20 - PROGRESS: at 98.10% examples, 734439 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:53,152 : INFO : EPOCH 20 - PROGRESS: at 98.45% examples, 734520 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:54,164 : INFO : EPOCH 20 - PROGRESS: at 98.82% examples, 734582 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:55,170 : INFO : EPOCH 20 - PROGRESS: at 99.18% examples, 734601 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:56,173 : INFO : EPOCH 20 - PROGRESS: at 99.53% examples, 734658 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:57,176 : INFO : EPOCH 20 - PROGRESS: at 99.89% examples, 734668 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:03:57,525 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 20:03:57,532 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 20:03:57,532 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 20:03:57,539 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 20:03:57,539 : INFO : EPOCH - 20 : training on 266682872 raw words (207293477 effective words) took 282.1s, 734700 effective words/s
2020-07-23 20:03:57,540 : INFO : training on a 5333657440 raw words (4145958210 effective words) took 6197.7s, 668950 effective words/s
2020-07-23 20:03:57,540 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[1]-1595534637.540907].model, separately None
2020-07-23 20:03:57,541 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[1]-1595534637.540907].model.trainables.syn1neg.npy
2020-07-23 20:03:57,714 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[1]-1595534637.540907].model.wv.vectors.npy
2020-07-23 20:03:57,885 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[1]-1595534637.540907].model.docvecs.vectors_docs.npy
2020-07-23 20:03:58,706 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[1]-1595534637.540907].model
2020-07-23 20:03:58,707 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[1]-1595534637.540907].model
2020-07-23 20:25:33,420 : INFO : collecting all words and their counts
2020-07-23 20:25:33,434 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-23 20:25:34,941 : INFO : PROGRESS: at example #10000, processed 6786602 words (4548985/s), 33514 word types, 454451 tags
2020-07-23 20:25:36,378 : INFO : PROGRESS: at example #20000, processed 13460272 words (4647731/s), 35634 word types, 454451 tags
2020-07-23 20:25:37,792 : INFO : PROGRESS: at example #30000, processed 19981832 words (4616288/s), 37988 word types, 454451 tags
2020-07-23 20:25:39,230 : INFO : PROGRESS: at example #40000, processed 26611593 words (4613911/s), 39970 word types, 454451 tags
2020-07-23 20:25:40,657 : INFO : PROGRESS: at example #50000, processed 33158464 words (4590120/s), 41603 word types, 454451 tags
2020-07-23 20:25:42,101 : INFO : PROGRESS: at example #60000, processed 39734159 words (4558822/s), 43902 word types, 454451 tags
2020-07-23 20:25:43,629 : INFO : PROGRESS: at example #70000, processed 46651808 words (4530986/s), 45330 word types, 454451 tags
2020-07-23 20:25:45,142 : INFO : PROGRESS: at example #80000, processed 53499574 words (4527174/s), 46882 word types, 454451 tags
2020-07-23 20:25:46,650 : INFO : PROGRESS: at example #90000, processed 60300553 words (4512081/s), 48779 word types, 454451 tags
2020-07-23 20:25:48,080 : INFO : PROGRESS: at example #100000, processed 66723721 words (4496600/s), 50110 word types, 454451 tags
2020-07-23 20:25:49,605 : INFO : PROGRESS: at example #110000, processed 73599816 words (4512279/s), 51706 word types, 454451 tags
2020-07-23 20:25:51,115 : INFO : PROGRESS: at example #120000, processed 80374880 words (4489079/s), 53763 word types, 454451 tags
2020-07-23 20:25:52,603 : INFO : PROGRESS: at example #130000, processed 87023229 words (4472411/s), 55062 word types, 454451 tags
2020-07-23 20:25:54,116 : INFO : PROGRESS: at example #140000, processed 93795007 words (4478003/s), 56663 word types, 454451 tags
2020-07-23 20:25:55,638 : INFO : PROGRESS: at example #150000, processed 100601884 words (4475256/s), 58417 word types, 454451 tags
2020-07-23 20:25:57,095 : INFO : PROGRESS: at example #160000, processed 107126689 words (4479939/s), 59759 word types, 454451 tags
2020-07-23 20:25:58,584 : INFO : PROGRESS: at example #170000, processed 113740440 words (4444085/s), 61199 word types, 454451 tags
2020-07-23 20:26:00,099 : INFO : PROGRESS: at example #180000, processed 120531614 words (4485613/s), 63217 word types, 454451 tags
2020-07-23 20:26:01,585 : INFO : PROGRESS: at example #190000, processed 127164296 words (4466511/s), 66564 word types, 454451 tags
2020-07-23 20:26:03,105 : INFO : PROGRESS: at example #200000, processed 133900544 words (4436017/s), 68417 word types, 454451 tags
2020-07-23 20:26:04,635 : INFO : PROGRESS: at example #210000, processed 140732455 words (4466948/s), 69992 word types, 454451 tags
2020-07-23 20:26:06,128 : INFO : PROGRESS: at example #220000, processed 147436698 words (4495939/s), 71257 word types, 454451 tags
2020-07-23 20:26:07,643 : INFO : PROGRESS: at example #230000, processed 154200014 words (4466723/s), 72406 word types, 454451 tags
2020-07-23 20:26:09,152 : INFO : PROGRESS: at example #240000, processed 160947458 words (4472607/s), 74954 word types, 454451 tags
2020-07-23 20:26:10,588 : INFO : PROGRESS: at example #250000, processed 167317304 words (4439202/s), 76332 word types, 454451 tags
2020-07-23 20:26:12,090 : INFO : PROGRESS: at example #260000, processed 173992852 words (4447053/s), 78273 word types, 454451 tags
2020-07-23 20:26:13,555 : INFO : PROGRESS: at example #270000, processed 180498105 words (4444355/s), 79469 word types, 454451 tags
2020-07-23 20:26:15,044 : INFO : PROGRESS: at example #280000, processed 187167855 words (4483359/s), 80648 word types, 454451 tags
2020-07-23 20:26:16,533 : INFO : PROGRESS: at example #290000, processed 193801446 words (4457845/s), 82762 word types, 454451 tags
2020-07-23 20:26:17,993 : INFO : PROGRESS: at example #300000, processed 200329982 words (4474871/s), 84200 word types, 454451 tags
2020-07-23 20:26:19,508 : INFO : PROGRESS: at example #310000, processed 207046307 words (4434613/s), 85364 word types, 454451 tags
2020-07-23 20:26:20,984 : INFO : PROGRESS: at example #320000, processed 213518625 words (4389049/s), 86956 word types, 454451 tags
2020-07-23 20:26:22,506 : INFO : PROGRESS: at example #330000, processed 220220014 words (4403978/s), 88187 word types, 454451 tags
2020-07-23 20:26:24,029 : INFO : PROGRESS: at example #340000, processed 226870731 words (4371841/s), 89761 word types, 454451 tags
2020-07-23 20:26:25,562 : INFO : PROGRESS: at example #350000, processed 233679417 words (4445110/s), 91161 word types, 454451 tags
2020-07-23 20:26:27,085 : INFO : PROGRESS: at example #360000, processed 240449086 words (4446170/s), 92887 word types, 454451 tags
2020-07-23 20:26:28,596 : INFO : PROGRESS: at example #370000, processed 247148295 words (4437862/s), 94512 word types, 454451 tags
2020-07-23 20:26:30,128 : INFO : PROGRESS: at example #380000, processed 253974401 words (4457276/s), 95721 word types, 454451 tags
2020-07-23 20:26:31,620 : INFO : PROGRESS: at example #390000, processed 260607398 words (4449724/s), 97073 word types, 454451 tags
2020-07-23 20:26:33,168 : INFO : collected 98133 word types and 454451 unique tags from a corpus of 400000 examples and 267492176 words
2020-07-23 20:26:33,169 : INFO : Updating model with new vocabulary
2020-07-23 20:26:38,278 : INFO : New added 98133 unique words (50% of original 196266) and increased the count of 98133 pre-existing words (50% of original 196266)
2020-07-23 20:26:38,872 : INFO : deleting the raw counts dictionary of 98133 items
2020-07-23 20:26:38,877 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-23 20:26:38,878 : INFO : downsampling leaves estimated 423229807 word corpus (158.2% of prior 267492176)
2020-07-23 20:26:39,273 : INFO : estimated required memory for 196266 words and 500 dimensions: 1792099000 bytes
2020-07-23 20:26:39,274 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-23 20:26:50,679 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-23 20:26:50,680 : INFO : training model with 4 workers on 221289 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-23 20:26:51,688 : INFO : EPOCH 1 - PROGRESS: at 0.33% examples, 698091 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:26:52,701 : INFO : EPOCH 1 - PROGRESS: at 0.65% examples, 714294 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:26:53,706 : INFO : EPOCH 1 - PROGRESS: at 1.01% examples, 722716 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:26:54,707 : INFO : EPOCH 1 - PROGRESS: at 1.37% examples, 724495 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:26:55,709 : INFO : EPOCH 1 - PROGRESS: at 1.72% examples, 725849 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:26:56,713 : INFO : EPOCH 1 - PROGRESS: at 2.07% examples, 728663 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:26:57,732 : INFO : EPOCH 1 - PROGRESS: at 2.40% examples, 728674 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:26:58,740 : INFO : EPOCH 1 - PROGRESS: at 2.78% examples, 729512 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:26:59,750 : INFO : EPOCH 1 - PROGRESS: at 3.13% examples, 730137 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:27:00,756 : INFO : EPOCH 1 - PROGRESS: at 3.48% examples, 730152 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:01,775 : INFO : EPOCH 1 - PROGRESS: at 3.83% examples, 729942 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:02,775 : INFO : EPOCH 1 - PROGRESS: at 4.18% examples, 730319 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:03,795 : INFO : EPOCH 1 - PROGRESS: at 4.53% examples, 730812 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:04,799 : INFO : EPOCH 1 - PROGRESS: at 4.89% examples, 730499 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:05,807 : INFO : EPOCH 1 - PROGRESS: at 5.26% examples, 730585 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:06,810 : INFO : EPOCH 1 - PROGRESS: at 5.64% examples, 730752 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:07,818 : INFO : EPOCH 1 - PROGRESS: at 6.01% examples, 730712 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:08,821 : INFO : EPOCH 1 - PROGRESS: at 6.34% examples, 731356 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:09,835 : INFO : EPOCH 1 - PROGRESS: at 6.70% examples, 731259 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:10,842 : INFO : EPOCH 1 - PROGRESS: at 7.06% examples, 731453 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:11,845 : INFO : EPOCH 1 - PROGRESS: at 7.42% examples, 731730 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:12,851 : INFO : EPOCH 1 - PROGRESS: at 7.77% examples, 732364 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:13,864 : INFO : EPOCH 1 - PROGRESS: at 8.12% examples, 732191 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:14,866 : INFO : EPOCH 1 - PROGRESS: at 8.47% examples, 732373 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:15,867 : INFO : EPOCH 1 - PROGRESS: at 8.83% examples, 732696 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:16,880 : INFO : EPOCH 1 - PROGRESS: at 9.18% examples, 732661 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:27:17,886 : INFO : EPOCH 1 - PROGRESS: at 9.54% examples, 733073 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:18,904 : INFO : EPOCH 1 - PROGRESS: at 9.92% examples, 732930 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:27:19,905 : INFO : EPOCH 1 - PROGRESS: at 10.31% examples, 732844 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:20,912 : INFO : EPOCH 1 - PROGRESS: at 10.67% examples, 733008 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:21,915 : INFO : EPOCH 1 - PROGRESS: at 11.03% examples, 733201 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:22,937 : INFO : EPOCH 1 - PROGRESS: at 11.39% examples, 732898 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:23,948 : INFO : EPOCH 1 - PROGRESS: at 11.75% examples, 733077 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:24,948 : INFO : EPOCH 1 - PROGRESS: at 12.12% examples, 733442 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:25,951 : INFO : EPOCH 1 - PROGRESS: at 12.48% examples, 733401 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:26,954 : INFO : EPOCH 1 - PROGRESS: at 12.85% examples, 733274 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:27,957 : INFO : EPOCH 1 - PROGRESS: at 13.20% examples, 733425 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:27:28,969 : INFO : EPOCH 1 - PROGRESS: at 13.55% examples, 733743 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:29,971 : INFO : EPOCH 1 - PROGRESS: at 13.92% examples, 733893 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:30,986 : INFO : EPOCH 1 - PROGRESS: at 14.27% examples, 734036 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:31,988 : INFO : EPOCH 1 - PROGRESS: at 14.64% examples, 734078 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:33,003 : INFO : EPOCH 1 - PROGRESS: at 15.02% examples, 733951 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:34,009 : INFO : EPOCH 1 - PROGRESS: at 15.34% examples, 734200 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:35,009 : INFO : EPOCH 1 - PROGRESS: at 15.67% examples, 734330 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:36,021 : INFO : EPOCH 1 - PROGRESS: at 16.03% examples, 734440 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:37,025 : INFO : EPOCH 1 - PROGRESS: at 16.39% examples, 734523 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:38,028 : INFO : EPOCH 1 - PROGRESS: at 16.73% examples, 734592 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:39,033 : INFO : EPOCH 1 - PROGRESS: at 17.09% examples, 734609 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:40,038 : INFO : EPOCH 1 - PROGRESS: at 17.43% examples, 734436 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:27:41,056 : INFO : EPOCH 1 - PROGRESS: at 17.78% examples, 734398 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:27:42,063 : INFO : EPOCH 1 - PROGRESS: at 18.14% examples, 734462 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:43,065 : INFO : EPOCH 1 - PROGRESS: at 18.50% examples, 734655 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:44,071 : INFO : EPOCH 1 - PROGRESS: at 18.82% examples, 734660 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:45,076 : INFO : EPOCH 1 - PROGRESS: at 19.16% examples, 734686 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:46,081 : INFO : EPOCH 1 - PROGRESS: at 19.50% examples, 734831 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:47,088 : INFO : EPOCH 1 - PROGRESS: at 19.87% examples, 734863 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:48,106 : INFO : EPOCH 1 - PROGRESS: at 20.26% examples, 734686 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:49,112 : INFO : EPOCH 1 - PROGRESS: at 20.60% examples, 734886 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:50,114 : INFO : EPOCH 1 - PROGRESS: at 20.93% examples, 735096 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:51,114 : INFO : EPOCH 1 - PROGRESS: at 21.28% examples, 735043 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:52,124 : INFO : EPOCH 1 - PROGRESS: at 21.63% examples, 734968 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:53,127 : INFO : EPOCH 1 - PROGRESS: at 22.00% examples, 735088 words/s, in_qsize 7, out_qsize 1
2020-07-23 20:27:54,134 : INFO : EPOCH 1 - PROGRESS: at 22.35% examples, 735196 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:55,137 : INFO : EPOCH 1 - PROGRESS: at 22.70% examples, 735230 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:56,139 : INFO : EPOCH 1 - PROGRESS: at 23.03% examples, 735064 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:57,145 : INFO : EPOCH 1 - PROGRESS: at 23.41% examples, 735030 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:58,162 : INFO : EPOCH 1 - PROGRESS: at 23.77% examples, 734991 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:27:59,183 : INFO : EPOCH 1 - PROGRESS: at 24.16% examples, 734792 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:00,193 : INFO : EPOCH 1 - PROGRESS: at 24.54% examples, 734727 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:01,195 : INFO : EPOCH 1 - PROGRESS: at 24.90% examples, 734626 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:02,204 : INFO : EPOCH 1 - PROGRESS: at 25.25% examples, 734411 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:03,224 : INFO : EPOCH 1 - PROGRESS: at 25.58% examples, 734522 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:04,226 : INFO : EPOCH 1 - PROGRESS: at 25.94% examples, 734876 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:05,253 : INFO : EPOCH 1 - PROGRESS: at 26.32% examples, 734760 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:28:06,263 : INFO : EPOCH 1 - PROGRESS: at 26.68% examples, 734763 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:07,271 : INFO : EPOCH 1 - PROGRESS: at 27.03% examples, 734829 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:08,276 : INFO : EPOCH 1 - PROGRESS: at 27.39% examples, 734864 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:09,277 : INFO : EPOCH 1 - PROGRESS: at 27.73% examples, 734907 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:10,287 : INFO : EPOCH 1 - PROGRESS: at 28.10% examples, 734820 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:11,292 : INFO : EPOCH 1 - PROGRESS: at 28.47% examples, 734697 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:28:12,305 : INFO : EPOCH 1 - PROGRESS: at 28.80% examples, 734782 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:28:13,310 : INFO : EPOCH 1 - PROGRESS: at 29.16% examples, 734769 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:14,322 : INFO : EPOCH 1 - PROGRESS: at 29.51% examples, 734883 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:15,340 : INFO : EPOCH 1 - PROGRESS: at 29.85% examples, 734815 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:28:16,341 : INFO : EPOCH 1 - PROGRESS: at 30.19% examples, 734909 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:17,355 : INFO : EPOCH 1 - PROGRESS: at 30.54% examples, 734943 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:18,360 : INFO : EPOCH 1 - PROGRESS: at 30.90% examples, 734851 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:19,370 : INFO : EPOCH 1 - PROGRESS: at 31.27% examples, 734802 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:20,376 : INFO : EPOCH 1 - PROGRESS: at 31.64% examples, 734690 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:21,400 : INFO : EPOCH 1 - PROGRESS: at 31.99% examples, 734661 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:22,408 : INFO : EPOCH 1 - PROGRESS: at 32.35% examples, 734799 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:23,413 : INFO : EPOCH 1 - PROGRESS: at 32.70% examples, 734675 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:24,424 : INFO : EPOCH 1 - PROGRESS: at 33.05% examples, 734685 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:25,429 : INFO : EPOCH 1 - PROGRESS: at 33.41% examples, 734633 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:26,429 : INFO : EPOCH 1 - PROGRESS: at 33.78% examples, 734591 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:27,458 : INFO : EPOCH 1 - PROGRESS: at 34.13% examples, 734557 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:28,460 : INFO : EPOCH 1 - PROGRESS: at 34.49% examples, 734636 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:29,460 : INFO : EPOCH 1 - PROGRESS: at 34.84% examples, 734736 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:30,461 : INFO : EPOCH 1 - PROGRESS: at 35.17% examples, 734800 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:31,468 : INFO : EPOCH 1 - PROGRESS: at 35.53% examples, 734786 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:32,488 : INFO : EPOCH 1 - PROGRESS: at 35.89% examples, 734761 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:33,496 : INFO : EPOCH 1 - PROGRESS: at 36.25% examples, 734739 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:34,498 : INFO : EPOCH 1 - PROGRESS: at 36.60% examples, 734783 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:35,502 : INFO : EPOCH 1 - PROGRESS: at 36.94% examples, 734839 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:36,503 : INFO : EPOCH 1 - PROGRESS: at 37.27% examples, 734832 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:28:37,503 : INFO : EPOCH 1 - PROGRESS: at 37.65% examples, 734744 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:38,509 : INFO : EPOCH 1 - PROGRESS: at 38.01% examples, 734694 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:39,515 : INFO : EPOCH 1 - PROGRESS: at 38.37% examples, 734723 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:40,520 : INFO : EPOCH 1 - PROGRESS: at 38.76% examples, 734739 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:41,544 : INFO : EPOCH 1 - PROGRESS: at 39.13% examples, 734649 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:42,545 : INFO : EPOCH 1 - PROGRESS: at 39.48% examples, 734723 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:43,557 : INFO : EPOCH 1 - PROGRESS: at 39.82% examples, 734665 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:28:44,565 : INFO : EPOCH 1 - PROGRESS: at 40.17% examples, 734617 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:28:45,566 : INFO : EPOCH 1 - PROGRESS: at 40.53% examples, 734701 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:46,566 : INFO : EPOCH 1 - PROGRESS: at 40.89% examples, 734708 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:28:47,569 : INFO : EPOCH 1 - PROGRESS: at 41.24% examples, 734730 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:48,577 : INFO : EPOCH 1 - PROGRESS: at 41.58% examples, 734698 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:49,578 : INFO : EPOCH 1 - PROGRESS: at 41.96% examples, 734642 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:50,581 : INFO : EPOCH 1 - PROGRESS: at 42.32% examples, 734683 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:51,601 : INFO : EPOCH 1 - PROGRESS: at 42.67% examples, 734558 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:52,611 : INFO : EPOCH 1 - PROGRESS: at 43.03% examples, 734641 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:53,616 : INFO : EPOCH 1 - PROGRESS: at 43.37% examples, 734664 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:54,621 : INFO : EPOCH 1 - PROGRESS: at 43.73% examples, 734709 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:55,633 : INFO : EPOCH 1 - PROGRESS: at 44.11% examples, 734688 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:56,637 : INFO : EPOCH 1 - PROGRESS: at 44.47% examples, 734709 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:57,638 : INFO : EPOCH 1 - PROGRESS: at 44.79% examples, 734731 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:28:58,643 : INFO : EPOCH 1 - PROGRESS: at 45.14% examples, 734520 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:28:59,655 : INFO : EPOCH 1 - PROGRESS: at 45.50% examples, 734241 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:29:00,671 : INFO : EPOCH 1 - PROGRESS: at 45.81% examples, 733514 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:01,682 : INFO : EPOCH 1 - PROGRESS: at 46.13% examples, 733087 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:02,689 : INFO : EPOCH 1 - PROGRESS: at 46.50% examples, 733133 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:03,692 : INFO : EPOCH 1 - PROGRESS: at 46.84% examples, 733147 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:04,703 : INFO : EPOCH 1 - PROGRESS: at 47.21% examples, 733131 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:29:05,729 : INFO : EPOCH 1 - PROGRESS: at 47.56% examples, 733157 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:06,740 : INFO : EPOCH 1 - PROGRESS: at 47.93% examples, 733203 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:07,744 : INFO : EPOCH 1 - PROGRESS: at 48.30% examples, 733128 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:08,744 : INFO : EPOCH 1 - PROGRESS: at 48.65% examples, 733232 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:09,746 : INFO : EPOCH 1 - PROGRESS: at 48.98% examples, 733318 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:10,752 : INFO : EPOCH 1 - PROGRESS: at 49.32% examples, 733336 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:11,762 : INFO : EPOCH 1 - PROGRESS: at 49.69% examples, 733358 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:12,768 : INFO : EPOCH 1 - PROGRESS: at 50.02% examples, 733400 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:13,784 : INFO : EPOCH 1 - PROGRESS: at 50.38% examples, 733379 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:14,796 : INFO : EPOCH 1 - PROGRESS: at 50.71% examples, 733411 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:15,804 : INFO : EPOCH 1 - PROGRESS: at 51.06% examples, 733393 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:16,817 : INFO : EPOCH 1 - PROGRESS: at 51.40% examples, 733460 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:17,825 : INFO : EPOCH 1 - PROGRESS: at 51.74% examples, 733516 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:18,831 : INFO : EPOCH 1 - PROGRESS: at 52.10% examples, 733562 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:19,838 : INFO : EPOCH 1 - PROGRESS: at 52.47% examples, 733513 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:20,851 : INFO : EPOCH 1 - PROGRESS: at 52.85% examples, 733475 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:21,852 : INFO : EPOCH 1 - PROGRESS: at 53.20% examples, 733477 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:22,854 : INFO : EPOCH 1 - PROGRESS: at 53.56% examples, 733421 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:23,857 : INFO : EPOCH 1 - PROGRESS: at 53.93% examples, 733407 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:24,868 : INFO : EPOCH 1 - PROGRESS: at 54.29% examples, 733455 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:25,898 : INFO : EPOCH 1 - PROGRESS: at 54.65% examples, 733398 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:26,898 : INFO : EPOCH 1 - PROGRESS: at 55.00% examples, 733492 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:27,902 : INFO : EPOCH 1 - PROGRESS: at 55.33% examples, 733479 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:28,908 : INFO : EPOCH 1 - PROGRESS: at 55.68% examples, 733494 words/s, in_qsize 5, out_qsize 2
2020-07-23 20:29:29,919 : INFO : EPOCH 1 - PROGRESS: at 56.04% examples, 733475 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:30,928 : INFO : EPOCH 1 - PROGRESS: at 56.39% examples, 733534 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:31,939 : INFO : EPOCH 1 - PROGRESS: at 56.75% examples, 733502 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:32,947 : INFO : EPOCH 1 - PROGRESS: at 57.13% examples, 733457 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:33,955 : INFO : EPOCH 1 - PROGRESS: at 57.47% examples, 733541 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:34,965 : INFO : EPOCH 1 - PROGRESS: at 57.81% examples, 733547 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:35,979 : INFO : EPOCH 1 - PROGRESS: at 58.16% examples, 733575 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:36,989 : INFO : EPOCH 1 - PROGRESS: at 58.54% examples, 733558 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:37,995 : INFO : EPOCH 1 - PROGRESS: at 58.89% examples, 733599 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:38,998 : INFO : EPOCH 1 - PROGRESS: at 59.24% examples, 733655 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:40,005 : INFO : EPOCH 1 - PROGRESS: at 59.60% examples, 733593 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:41,009 : INFO : EPOCH 1 - PROGRESS: at 59.96% examples, 733596 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:42,016 : INFO : EPOCH 1 - PROGRESS: at 60.31% examples, 733624 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:43,024 : INFO : EPOCH 1 - PROGRESS: at 60.70% examples, 733600 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:44,027 : INFO : EPOCH 1 - PROGRESS: at 61.07% examples, 733578 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:45,040 : INFO : EPOCH 1 - PROGRESS: at 61.42% examples, 733613 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:46,048 : INFO : EPOCH 1 - PROGRESS: at 61.81% examples, 733560 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:47,049 : INFO : EPOCH 1 - PROGRESS: at 62.19% examples, 733536 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:48,055 : INFO : EPOCH 1 - PROGRESS: at 62.55% examples, 733508 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:49,063 : INFO : EPOCH 1 - PROGRESS: at 62.93% examples, 733474 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:29:50,070 : INFO : EPOCH 1 - PROGRESS: at 63.28% examples, 733483 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:51,070 : INFO : EPOCH 1 - PROGRESS: at 63.63% examples, 733457 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:52,081 : INFO : EPOCH 1 - PROGRESS: at 63.96% examples, 733434 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:53,083 : INFO : EPOCH 1 - PROGRESS: at 64.29% examples, 733452 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:54,095 : INFO : EPOCH 1 - PROGRESS: at 64.63% examples, 733383 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:55,099 : INFO : EPOCH 1 - PROGRESS: at 65.01% examples, 733427 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:56,110 : INFO : EPOCH 1 - PROGRESS: at 65.38% examples, 733369 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:57,113 : INFO : EPOCH 1 - PROGRESS: at 65.73% examples, 733388 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:58,129 : INFO : EPOCH 1 - PROGRESS: at 66.08% examples, 733322 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:29:59,130 : INFO : EPOCH 1 - PROGRESS: at 66.46% examples, 733372 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:30:00,130 : INFO : EPOCH 1 - PROGRESS: at 66.80% examples, 733429 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:30:01,143 : INFO : EPOCH 1 - PROGRESS: at 67.16% examples, 733422 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:02,157 : INFO : EPOCH 1 - PROGRESS: at 67.55% examples, 733425 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:03,163 : INFO : EPOCH 1 - PROGRESS: at 67.89% examples, 733488 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:04,171 : INFO : EPOCH 1 - PROGRESS: at 68.27% examples, 733482 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:05,180 : INFO : EPOCH 1 - PROGRESS: at 68.63% examples, 733491 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:06,187 : INFO : EPOCH 1 - PROGRESS: at 68.97% examples, 733480 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:07,194 : INFO : EPOCH 1 - PROGRESS: at 69.31% examples, 733483 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:08,195 : INFO : EPOCH 1 - PROGRESS: at 69.68% examples, 733475 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:09,203 : INFO : EPOCH 1 - PROGRESS: at 70.04% examples, 733444 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:10,203 : INFO : EPOCH 1 - PROGRESS: at 70.39% examples, 733468 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:11,207 : INFO : EPOCH 1 - PROGRESS: at 70.77% examples, 733513 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:12,208 : INFO : EPOCH 1 - PROGRESS: at 71.12% examples, 733473 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:13,217 : INFO : EPOCH 1 - PROGRESS: at 71.46% examples, 733513 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:30:14,226 : INFO : EPOCH 1 - PROGRESS: at 71.83% examples, 733481 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:15,235 : INFO : EPOCH 1 - PROGRESS: at 72.19% examples, 733500 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:16,238 : INFO : EPOCH 1 - PROGRESS: at 72.53% examples, 733431 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:17,240 : INFO : EPOCH 1 - PROGRESS: at 72.90% examples, 733408 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:18,243 : INFO : EPOCH 1 - PROGRESS: at 73.28% examples, 733407 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:19,252 : INFO : EPOCH 1 - PROGRESS: at 73.66% examples, 733422 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:20,269 : INFO : EPOCH 1 - PROGRESS: at 74.01% examples, 733408 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:21,290 : INFO : EPOCH 1 - PROGRESS: at 74.36% examples, 733423 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:22,304 : INFO : EPOCH 1 - PROGRESS: at 74.73% examples, 733385 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:30:23,313 : INFO : EPOCH 1 - PROGRESS: at 75.08% examples, 733294 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:30:24,335 : INFO : EPOCH 1 - PROGRESS: at 75.44% examples, 733263 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:25,351 : INFO : EPOCH 1 - PROGRESS: at 75.80% examples, 733210 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:30:26,355 : INFO : EPOCH 1 - PROGRESS: at 76.17% examples, 733218 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:27,359 : INFO : EPOCH 1 - PROGRESS: at 76.54% examples, 733226 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:28,363 : INFO : EPOCH 1 - PROGRESS: at 76.88% examples, 733205 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:29,380 : INFO : EPOCH 1 - PROGRESS: at 77.23% examples, 733207 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:30,380 : INFO : EPOCH 1 - PROGRESS: at 77.57% examples, 733205 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:31,381 : INFO : EPOCH 1 - PROGRESS: at 77.91% examples, 733204 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:32,381 : INFO : EPOCH 1 - PROGRESS: at 78.29% examples, 733198 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:33,386 : INFO : EPOCH 1 - PROGRESS: at 78.66% examples, 733175 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:34,394 : INFO : EPOCH 1 - PROGRESS: at 79.03% examples, 733169 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:35,398 : INFO : EPOCH 1 - PROGRESS: at 79.40% examples, 733157 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:36,405 : INFO : EPOCH 1 - PROGRESS: at 79.76% examples, 733106 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:37,410 : INFO : EPOCH 1 - PROGRESS: at 80.13% examples, 733117 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:38,412 : INFO : EPOCH 1 - PROGRESS: at 80.45% examples, 733157 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:39,421 : INFO : EPOCH 1 - PROGRESS: at 80.81% examples, 733118 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:40,427 : INFO : EPOCH 1 - PROGRESS: at 81.16% examples, 733119 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:41,427 : INFO : EPOCH 1 - PROGRESS: at 81.52% examples, 733109 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:42,429 : INFO : EPOCH 1 - PROGRESS: at 81.86% examples, 733127 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:30:43,440 : INFO : EPOCH 1 - PROGRESS: at 82.25% examples, 733130 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:44,440 : INFO : EPOCH 1 - PROGRESS: at 82.63% examples, 733125 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:45,458 : INFO : EPOCH 1 - PROGRESS: at 82.98% examples, 733126 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:46,475 : INFO : EPOCH 1 - PROGRESS: at 83.33% examples, 733169 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:47,482 : INFO : EPOCH 1 - PROGRESS: at 83.70% examples, 733153 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:48,491 : INFO : EPOCH 1 - PROGRESS: at 84.05% examples, 733142 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:49,497 : INFO : EPOCH 1 - PROGRESS: at 84.39% examples, 733122 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:30:50,501 : INFO : EPOCH 1 - PROGRESS: at 84.76% examples, 733164 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:51,514 : INFO : EPOCH 1 - PROGRESS: at 85.09% examples, 733133 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:52,530 : INFO : EPOCH 1 - PROGRESS: at 85.45% examples, 733124 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:53,542 : INFO : EPOCH 1 - PROGRESS: at 85.84% examples, 733161 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:54,557 : INFO : EPOCH 1 - PROGRESS: at 86.20% examples, 733126 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:55,560 : INFO : EPOCH 1 - PROGRESS: at 86.53% examples, 733145 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:56,580 : INFO : EPOCH 1 - PROGRESS: at 86.88% examples, 733122 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:30:57,592 : INFO : EPOCH 1 - PROGRESS: at 87.22% examples, 733169 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:58,606 : INFO : EPOCH 1 - PROGRESS: at 87.59% examples, 733134 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:30:59,629 : INFO : EPOCH 1 - PROGRESS: at 87.92% examples, 733157 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:00,635 : INFO : EPOCH 1 - PROGRESS: at 88.30% examples, 733132 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:01,635 : INFO : EPOCH 1 - PROGRESS: at 88.66% examples, 733101 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:02,646 : INFO : EPOCH 1 - PROGRESS: at 89.02% examples, 733104 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:31:03,652 : INFO : EPOCH 1 - PROGRESS: at 89.35% examples, 733131 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:04,659 : INFO : EPOCH 1 - PROGRESS: at 89.70% examples, 733138 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:05,679 : INFO : EPOCH 1 - PROGRESS: at 90.04% examples, 733148 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:06,683 : INFO : EPOCH 1 - PROGRESS: at 90.40% examples, 733166 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:07,686 : INFO : EPOCH 1 - PROGRESS: at 90.76% examples, 733114 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:31:08,687 : INFO : EPOCH 1 - PROGRESS: at 91.08% examples, 732905 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:31:09,704 : INFO : EPOCH 1 - PROGRESS: at 91.41% examples, 732630 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:10,708 : INFO : EPOCH 1 - PROGRESS: at 91.72% examples, 732386 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:11,728 : INFO : EPOCH 1 - PROGRESS: at 92.03% examples, 732130 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:12,737 : INFO : EPOCH 1 - PROGRESS: at 92.38% examples, 731844 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:13,741 : INFO : EPOCH 1 - PROGRESS: at 92.69% examples, 731633 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:14,749 : INFO : EPOCH 1 - PROGRESS: at 93.00% examples, 731387 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:15,754 : INFO : EPOCH 1 - PROGRESS: at 93.31% examples, 731121 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:16,755 : INFO : EPOCH 1 - PROGRESS: at 93.64% examples, 730889 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:17,756 : INFO : EPOCH 1 - PROGRESS: at 93.95% examples, 730631 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:18,771 : INFO : EPOCH 1 - PROGRESS: at 94.31% examples, 730319 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:19,778 : INFO : EPOCH 1 - PROGRESS: at 94.62% examples, 730134 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:20,779 : INFO : EPOCH 1 - PROGRESS: at 94.93% examples, 729897 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:21,802 : INFO : EPOCH 1 - PROGRESS: at 95.23% examples, 729650 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:31:22,806 : INFO : EPOCH 1 - PROGRESS: at 95.57% examples, 729387 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:23,826 : INFO : EPOCH 1 - PROGRESS: at 95.89% examples, 729120 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:24,827 : INFO : EPOCH 1 - PROGRESS: at 96.22% examples, 728905 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:25,838 : INFO : EPOCH 1 - PROGRESS: at 96.55% examples, 728637 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:26,844 : INFO : EPOCH 1 - PROGRESS: at 96.87% examples, 728396 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:27,852 : INFO : EPOCH 1 - PROGRESS: at 97.20% examples, 728186 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:28,862 : INFO : EPOCH 1 - PROGRESS: at 97.53% examples, 727966 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:29,870 : INFO : EPOCH 1 - PROGRESS: at 97.86% examples, 727758 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:30,879 : INFO : EPOCH 1 - PROGRESS: at 98.18% examples, 727526 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:31,881 : INFO : EPOCH 1 - PROGRESS: at 98.49% examples, 727293 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:32,886 : INFO : EPOCH 1 - PROGRESS: at 98.81% examples, 727079 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:33,895 : INFO : EPOCH 1 - PROGRESS: at 99.12% examples, 726862 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:34,900 : INFO : EPOCH 1 - PROGRESS: at 99.45% examples, 726632 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:35,905 : INFO : EPOCH 1 - PROGRESS: at 99.74% examples, 726481 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:36,690 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 20:31:36,694 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 20:31:36,695 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 20:31:36,703 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 20:31:36,704 : INFO : EPOCH - 1 : training on 267492176 raw words (207748580 effective words) took 286.0s, 726350 effective words/s
2020-07-23 20:31:37,720 : INFO : EPOCH 2 - PROGRESS: at 0.31% examples, 652494 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:38,734 : INFO : EPOCH 2 - PROGRESS: at 0.60% examples, 648866 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:31:39,734 : INFO : EPOCH 2 - PROGRESS: at 0.91% examples, 650048 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:40,745 : INFO : EPOCH 2 - PROGRESS: at 1.19% examples, 628931 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:41,763 : INFO : EPOCH 2 - PROGRESS: at 1.50% examples, 629688 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:42,766 : INFO : EPOCH 2 - PROGRESS: at 1.82% examples, 635513 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:31:43,783 : INFO : EPOCH 2 - PROGRESS: at 2.14% examples, 640741 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:44,786 : INFO : EPOCH 2 - PROGRESS: at 2.45% examples, 644379 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:45,790 : INFO : EPOCH 2 - PROGRESS: at 2.78% examples, 645955 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:46,791 : INFO : EPOCH 2 - PROGRESS: at 3.09% examples, 648241 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:47,795 : INFO : EPOCH 2 - PROGRESS: at 3.41% examples, 649839 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:48,798 : INFO : EPOCH 2 - PROGRESS: at 3.72% examples, 650617 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:31:49,809 : INFO : EPOCH 2 - PROGRESS: at 4.05% examples, 652317 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:31:50,812 : INFO : EPOCH 2 - PROGRESS: at 4.37% examples, 653146 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:51,825 : INFO : EPOCH 2 - PROGRESS: at 4.70% examples, 654573 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:52,831 : INFO : EPOCH 2 - PROGRESS: at 5.01% examples, 655418 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:53,841 : INFO : EPOCH 2 - PROGRESS: at 5.36% examples, 656048 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:54,843 : INFO : EPOCH 2 - PROGRESS: at 5.70% examples, 656638 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:55,857 : INFO : EPOCH 2 - PROGRESS: at 6.04% examples, 656695 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:31:56,866 : INFO : EPOCH 2 - PROGRESS: at 6.34% examples, 657960 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:31:57,875 : INFO : EPOCH 2 - PROGRESS: at 6.67% examples, 658323 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:58,878 : INFO : EPOCH 2 - PROGRESS: at 6.98% examples, 658878 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:31:59,897 : INFO : EPOCH 2 - PROGRESS: at 7.32% examples, 658870 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:00,909 : INFO : EPOCH 2 - PROGRESS: at 7.64% examples, 659058 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:01,912 : INFO : EPOCH 2 - PROGRESS: at 7.96% examples, 659065 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:02,913 : INFO : EPOCH 2 - PROGRESS: at 8.29% examples, 659798 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:03,919 : INFO : EPOCH 2 - PROGRESS: at 8.60% examples, 660066 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:32:04,924 : INFO : EPOCH 2 - PROGRESS: at 8.93% examples, 660909 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:05,932 : INFO : EPOCH 2 - PROGRESS: at 9.24% examples, 661248 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:06,949 : INFO : EPOCH 2 - PROGRESS: at 9.57% examples, 661486 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:07,956 : INFO : EPOCH 2 - PROGRESS: at 9.92% examples, 661844 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:08,956 : INFO : EPOCH 2 - PROGRESS: at 10.27% examples, 662033 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:09,962 : INFO : EPOCH 2 - PROGRESS: at 10.60% examples, 662312 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:10,967 : INFO : EPOCH 2 - PROGRESS: at 10.92% examples, 662431 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:11,977 : INFO : EPOCH 2 - PROGRESS: at 11.25% examples, 662643 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:12,991 : INFO : EPOCH 2 - PROGRESS: at 11.58% examples, 662664 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:32:13,998 : INFO : EPOCH 2 - PROGRESS: at 11.92% examples, 662886 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:15,006 : INFO : EPOCH 2 - PROGRESS: at 12.25% examples, 663099 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:16,013 : INFO : EPOCH 2 - PROGRESS: at 12.58% examples, 663121 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:17,020 : INFO : EPOCH 2 - PROGRESS: at 12.91% examples, 663470 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:18,025 : INFO : EPOCH 2 - PROGRESS: at 13.24% examples, 663522 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:19,033 : INFO : EPOCH 2 - PROGRESS: at 13.55% examples, 663990 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:20,036 : INFO : EPOCH 2 - PROGRESS: at 13.89% examples, 663864 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:32:21,040 : INFO : EPOCH 2 - PROGRESS: at 14.21% examples, 664125 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:22,059 : INFO : EPOCH 2 - PROGRESS: at 14.56% examples, 663981 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:23,063 : INFO : EPOCH 2 - PROGRESS: at 14.89% examples, 664162 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:24,068 : INFO : EPOCH 2 - PROGRESS: at 15.19% examples, 664567 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:25,069 : INFO : EPOCH 2 - PROGRESS: at 15.50% examples, 664768 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:26,080 : INFO : EPOCH 2 - PROGRESS: at 15.81% examples, 664637 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:27,092 : INFO : EPOCH 2 - PROGRESS: at 16.12% examples, 664845 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:28,103 : INFO : EPOCH 2 - PROGRESS: at 16.46% examples, 664926 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:29,113 : INFO : EPOCH 2 - PROGRESS: at 16.76% examples, 665054 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:30,115 : INFO : EPOCH 2 - PROGRESS: at 17.09% examples, 665098 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:31,118 : INFO : EPOCH 2 - PROGRESS: at 17.40% examples, 665169 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:32,121 : INFO : EPOCH 2 - PROGRESS: at 17.73% examples, 665380 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:33,133 : INFO : EPOCH 2 - PROGRESS: at 18.04% examples, 665327 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:34,138 : INFO : EPOCH 2 - PROGRESS: at 18.38% examples, 665508 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:35,142 : INFO : EPOCH 2 - PROGRESS: at 18.68% examples, 665502 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:36,148 : INFO : EPOCH 2 - PROGRESS: at 19.00% examples, 665481 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:37,158 : INFO : EPOCH 2 - PROGRESS: at 19.28% examples, 665717 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:38,169 : INFO : EPOCH 2 - PROGRESS: at 19.60% examples, 665833 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:39,177 : INFO : EPOCH 2 - PROGRESS: at 19.95% examples, 665697 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:32:40,180 : INFO : EPOCH 2 - PROGRESS: at 20.29% examples, 665621 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:41,182 : INFO : EPOCH 2 - PROGRESS: at 20.60% examples, 665789 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:42,183 : INFO : EPOCH 2 - PROGRESS: at 20.89% examples, 665916 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:32:43,185 : INFO : EPOCH 2 - PROGRESS: at 21.21% examples, 665945 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:44,203 : INFO : EPOCH 2 - PROGRESS: at 21.53% examples, 665960 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:45,206 : INFO : EPOCH 2 - PROGRESS: at 21.86% examples, 666219 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:46,221 : INFO : EPOCH 2 - PROGRESS: at 22.19% examples, 666149 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:47,229 : INFO : EPOCH 2 - PROGRESS: at 22.50% examples, 666173 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:48,238 : INFO : EPOCH 2 - PROGRESS: at 22.83% examples, 666115 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:49,242 : INFO : EPOCH 2 - PROGRESS: at 23.15% examples, 666178 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:50,253 : INFO : EPOCH 2 - PROGRESS: at 23.48% examples, 666224 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:51,255 : INFO : EPOCH 2 - PROGRESS: at 23.81% examples, 666314 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:52,277 : INFO : EPOCH 2 - PROGRESS: at 24.17% examples, 666171 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:53,283 : INFO : EPOCH 2 - PROGRESS: at 24.51% examples, 665997 words/s, in_qsize 7, out_qsize 1
2020-07-23 20:32:54,283 : INFO : EPOCH 2 - PROGRESS: at 24.85% examples, 666038 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:55,290 : INFO : EPOCH 2 - PROGRESS: at 25.16% examples, 666058 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:56,293 : INFO : EPOCH 2 - PROGRESS: at 25.46% examples, 666001 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:57,316 : INFO : EPOCH 2 - PROGRESS: at 25.78% examples, 666029 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:58,322 : INFO : EPOCH 2 - PROGRESS: at 26.10% examples, 666233 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:32:59,347 : INFO : EPOCH 2 - PROGRESS: at 26.45% examples, 666126 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:00,358 : INFO : EPOCH 2 - PROGRESS: at 26.77% examples, 666257 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:01,373 : INFO : EPOCH 2 - PROGRESS: at 27.10% examples, 666289 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:02,377 : INFO : EPOCH 2 - PROGRESS: at 27.42% examples, 666424 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:03,385 : INFO : EPOCH 2 - PROGRESS: at 27.74% examples, 666399 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:33:04,391 : INFO : EPOCH 2 - PROGRESS: at 28.07% examples, 666536 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:05,396 : INFO : EPOCH 2 - PROGRESS: at 28.41% examples, 666419 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:06,402 : INFO : EPOCH 2 - PROGRESS: at 28.71% examples, 666479 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:07,406 : INFO : EPOCH 2 - PROGRESS: at 29.05% examples, 666436 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:33:08,436 : INFO : EPOCH 2 - PROGRESS: at 29.37% examples, 666504 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:09,438 : INFO : EPOCH 2 - PROGRESS: at 29.66% examples, 666571 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:10,451 : INFO : EPOCH 2 - PROGRESS: at 29.98% examples, 666643 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:11,457 : INFO : EPOCH 2 - PROGRESS: at 30.30% examples, 666697 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:33:12,463 : INFO : EPOCH 2 - PROGRESS: at 30.62% examples, 666697 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:13,478 : INFO : EPOCH 2 - PROGRESS: at 30.94% examples, 666707 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:14,493 : INFO : EPOCH 2 - PROGRESS: at 31.28% examples, 666602 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:33:15,505 : INFO : EPOCH 2 - PROGRESS: at 31.62% examples, 666675 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:16,519 : INFO : EPOCH 2 - PROGRESS: at 31.94% examples, 666656 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:17,522 : INFO : EPOCH 2 - PROGRESS: at 32.28% examples, 666658 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:18,528 : INFO : EPOCH 2 - PROGRESS: at 32.57% examples, 666841 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:19,537 : INFO : EPOCH 2 - PROGRESS: at 32.93% examples, 666754 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:20,551 : INFO : EPOCH 2 - PROGRESS: at 33.24% examples, 666753 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:21,559 : INFO : EPOCH 2 - PROGRESS: at 33.56% examples, 666797 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:22,559 : INFO : EPOCH 2 - PROGRESS: at 33.90% examples, 666889 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:23,568 : INFO : EPOCH 2 - PROGRESS: at 34.22% examples, 666894 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:24,570 : INFO : EPOCH 2 - PROGRESS: at 34.55% examples, 666955 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:25,576 : INFO : EPOCH 2 - PROGRESS: at 34.86% examples, 667024 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:33:26,580 : INFO : EPOCH 2 - PROGRESS: at 35.17% examples, 667065 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:27,585 : INFO : EPOCH 2 - PROGRESS: at 35.49% examples, 667084 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:28,586 : INFO : EPOCH 2 - PROGRESS: at 35.82% examples, 667117 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:29,588 : INFO : EPOCH 2 - PROGRESS: at 36.14% examples, 667150 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:30,592 : INFO : EPOCH 2 - PROGRESS: at 36.46% examples, 667161 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:31,604 : INFO : EPOCH 2 - PROGRESS: at 36.76% examples, 667140 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:32,604 : INFO : EPOCH 2 - PROGRESS: at 37.07% examples, 667252 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:33,621 : INFO : EPOCH 2 - PROGRESS: at 37.41% examples, 667200 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:34,636 : INFO : EPOCH 2 - PROGRESS: at 37.74% examples, 667208 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:35,637 : INFO : EPOCH 2 - PROGRESS: at 38.07% examples, 667232 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:36,638 : INFO : EPOCH 2 - PROGRESS: at 38.41% examples, 667229 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:37,644 : INFO : EPOCH 2 - PROGRESS: at 38.76% examples, 667196 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:33:38,657 : INFO : EPOCH 2 - PROGRESS: at 39.09% examples, 667133 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:39,680 : INFO : EPOCH 2 - PROGRESS: at 39.43% examples, 667136 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:40,686 : INFO : EPOCH 2 - PROGRESS: at 39.73% examples, 667301 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:41,696 : INFO : EPOCH 2 - PROGRESS: at 40.05% examples, 667320 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:42,696 : INFO : EPOCH 2 - PROGRESS: at 40.39% examples, 667385 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:43,698 : INFO : EPOCH 2 - PROGRESS: at 40.69% examples, 667455 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:44,716 : INFO : EPOCH 2 - PROGRESS: at 41.02% examples, 667414 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:45,729 : INFO : EPOCH 2 - PROGRESS: at 41.36% examples, 667411 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:46,738 : INFO : EPOCH 2 - PROGRESS: at 41.68% examples, 667535 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:33:47,754 : INFO : EPOCH 2 - PROGRESS: at 42.03% examples, 667446 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:48,776 : INFO : EPOCH 2 - PROGRESS: at 42.35% examples, 667442 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:49,785 : INFO : EPOCH 2 - PROGRESS: at 42.67% examples, 667412 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:50,795 : INFO : EPOCH 2 - PROGRESS: at 42.99% examples, 667447 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:51,796 : INFO : EPOCH 2 - PROGRESS: at 43.30% examples, 667515 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:52,806 : INFO : EPOCH 2 - PROGRESS: at 43.62% examples, 667494 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:53,815 : INFO : EPOCH 2 - PROGRESS: at 43.97% examples, 667560 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:54,825 : INFO : EPOCH 2 - PROGRESS: at 44.30% examples, 667590 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:55,832 : INFO : EPOCH 2 - PROGRESS: at 44.62% examples, 667597 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:56,839 : INFO : EPOCH 2 - PROGRESS: at 44.92% examples, 667576 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:57,856 : INFO : EPOCH 2 - PROGRESS: at 45.26% examples, 667455 words/s, in_qsize 6, out_qsize 3
2020-07-23 20:33:58,865 : INFO : EPOCH 2 - PROGRESS: at 45.59% examples, 667552 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:33:59,872 : INFO : EPOCH 2 - PROGRESS: at 45.91% examples, 667576 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:00,880 : INFO : EPOCH 2 - PROGRESS: at 46.23% examples, 667639 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:01,881 : INFO : EPOCH 2 - PROGRESS: at 46.57% examples, 667628 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:34:02,884 : INFO : EPOCH 2 - PROGRESS: at 46.88% examples, 667680 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:03,888 : INFO : EPOCH 2 - PROGRESS: at 47.23% examples, 667689 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:04,900 : INFO : EPOCH 2 - PROGRESS: at 47.54% examples, 667671 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:05,904 : INFO : EPOCH 2 - PROGRESS: at 47.86% examples, 667679 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:34:06,912 : INFO : EPOCH 2 - PROGRESS: at 48.20% examples, 667622 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:34:07,917 : INFO : EPOCH 2 - PROGRESS: at 48.52% examples, 667639 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:08,933 : INFO : EPOCH 2 - PROGRESS: at 48.84% examples, 667686 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:09,944 : INFO : EPOCH 2 - PROGRESS: at 49.14% examples, 667729 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:10,972 : INFO : EPOCH 2 - PROGRESS: at 49.47% examples, 667646 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:11,985 : INFO : EPOCH 2 - PROGRESS: at 49.79% examples, 667721 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:12,994 : INFO : EPOCH 2 - PROGRESS: at 50.11% examples, 667775 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:14,024 : INFO : EPOCH 2 - PROGRESS: at 50.43% examples, 667726 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:15,029 : INFO : EPOCH 2 - PROGRESS: at 50.73% examples, 667800 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:16,031 : INFO : EPOCH 2 - PROGRESS: at 51.05% examples, 667794 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:17,038 : INFO : EPOCH 2 - PROGRESS: at 51.35% examples, 667784 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:18,067 : INFO : EPOCH 2 - PROGRESS: at 51.67% examples, 667720 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:19,070 : INFO : EPOCH 2 - PROGRESS: at 51.96% examples, 667590 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:20,071 : INFO : EPOCH 2 - PROGRESS: at 52.28% examples, 667411 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:21,084 : INFO : EPOCH 2 - PROGRESS: at 52.58% examples, 666795 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:22,101 : INFO : EPOCH 2 - PROGRESS: at 52.95% examples, 667116 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:23,102 : INFO : EPOCH 2 - PROGRESS: at 53.30% examples, 667575 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:24,113 : INFO : EPOCH 2 - PROGRESS: at 53.68% examples, 668002 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:25,120 : INFO : EPOCH 2 - PROGRESS: at 54.04% examples, 668425 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:26,141 : INFO : EPOCH 2 - PROGRESS: at 54.41% examples, 668836 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:27,147 : INFO : EPOCH 2 - PROGRESS: at 54.76% examples, 669262 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:28,148 : INFO : EPOCH 2 - PROGRESS: at 55.10% examples, 669722 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:29,156 : INFO : EPOCH 2 - PROGRESS: at 55.44% examples, 670067 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:30,161 : INFO : EPOCH 2 - PROGRESS: at 55.79% examples, 670425 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:31,178 : INFO : EPOCH 2 - PROGRESS: at 56.16% examples, 670813 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:32,191 : INFO : EPOCH 2 - PROGRESS: at 56.52% examples, 671181 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:33,192 : INFO : EPOCH 2 - PROGRESS: at 56.88% examples, 671623 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:34,210 : INFO : EPOCH 2 - PROGRESS: at 57.24% examples, 671946 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:35,218 : INFO : EPOCH 2 - PROGRESS: at 57.59% examples, 672364 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:36,225 : INFO : EPOCH 2 - PROGRESS: at 57.93% examples, 672746 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:37,242 : INFO : EPOCH 2 - PROGRESS: at 58.29% examples, 673077 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:38,247 : INFO : EPOCH 2 - PROGRESS: at 58.67% examples, 673404 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:39,250 : INFO : EPOCH 2 - PROGRESS: at 59.02% examples, 673841 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:40,257 : INFO : EPOCH 2 - PROGRESS: at 59.37% examples, 674208 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:41,265 : INFO : EPOCH 2 - PROGRESS: at 59.74% examples, 674509 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:34:42,270 : INFO : EPOCH 2 - PROGRESS: at 60.11% examples, 674903 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:43,275 : INFO : EPOCH 2 - PROGRESS: at 60.46% examples, 675276 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:34:44,276 : INFO : EPOCH 2 - PROGRESS: at 60.84% examples, 675544 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:45,285 : INFO : EPOCH 2 - PROGRESS: at 61.22% examples, 675782 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:46,299 : INFO : EPOCH 2 - PROGRESS: at 61.56% examples, 676132 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:47,316 : INFO : EPOCH 2 - PROGRESS: at 61.96% examples, 676368 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:48,324 : INFO : EPOCH 2 - PROGRESS: at 62.33% examples, 676651 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:49,338 : INFO : EPOCH 2 - PROGRESS: at 62.71% examples, 676965 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:50,351 : INFO : EPOCH 2 - PROGRESS: at 63.09% examples, 677225 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:51,355 : INFO : EPOCH 2 - PROGRESS: at 63.43% examples, 677561 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:52,364 : INFO : EPOCH 2 - PROGRESS: at 63.77% examples, 677786 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:53,378 : INFO : EPOCH 2 - PROGRESS: at 64.12% examples, 678107 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:54,391 : INFO : EPOCH 2 - PROGRESS: at 64.47% examples, 678389 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:55,393 : INFO : EPOCH 2 - PROGRESS: at 64.81% examples, 678678 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:56,408 : INFO : EPOCH 2 - PROGRESS: at 65.18% examples, 678943 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:57,409 : INFO : EPOCH 2 - PROGRESS: at 65.54% examples, 679258 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:58,412 : INFO : EPOCH 2 - PROGRESS: at 65.90% examples, 679516 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:34:59,425 : INFO : EPOCH 2 - PROGRESS: at 66.26% examples, 679847 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:00,425 : INFO : EPOCH 2 - PROGRESS: at 66.63% examples, 680143 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:01,433 : INFO : EPOCH 2 - PROGRESS: at 66.98% examples, 680409 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:02,435 : INFO : EPOCH 2 - PROGRESS: at 67.36% examples, 680648 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:03,442 : INFO : EPOCH 2 - PROGRESS: at 67.71% examples, 680867 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:04,443 : INFO : EPOCH 2 - PROGRESS: at 68.07% examples, 681218 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:05,446 : INFO : EPOCH 2 - PROGRESS: at 68.44% examples, 681447 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:06,451 : INFO : EPOCH 2 - PROGRESS: at 68.80% examples, 681690 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:35:07,452 : INFO : EPOCH 2 - PROGRESS: at 69.12% examples, 681963 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:08,459 : INFO : EPOCH 2 - PROGRESS: at 69.49% examples, 682233 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:09,466 : INFO : EPOCH 2 - PROGRESS: at 69.85% examples, 682516 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:10,478 : INFO : EPOCH 2 - PROGRESS: at 70.22% examples, 682741 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:11,479 : INFO : EPOCH 2 - PROGRESS: at 70.58% examples, 682965 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:35:12,480 : INFO : EPOCH 2 - PROGRESS: at 70.94% examples, 683279 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:13,482 : INFO : EPOCH 2 - PROGRESS: at 71.30% examples, 683511 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:14,485 : INFO : EPOCH 2 - PROGRESS: at 71.64% examples, 683783 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:15,486 : INFO : EPOCH 2 - PROGRESS: at 72.01% examples, 684053 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:16,488 : INFO : EPOCH 2 - PROGRESS: at 72.37% examples, 684241 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:17,492 : INFO : EPOCH 2 - PROGRESS: at 72.72% examples, 684453 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:18,495 : INFO : EPOCH 2 - PROGRESS: at 73.10% examples, 684647 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:19,497 : INFO : EPOCH 2 - PROGRESS: at 73.48% examples, 684895 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:20,503 : INFO : EPOCH 2 - PROGRESS: at 73.83% examples, 685146 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:21,510 : INFO : EPOCH 2 - PROGRESS: at 74.18% examples, 685395 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:22,524 : INFO : EPOCH 2 - PROGRESS: at 74.54% examples, 685566 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:23,524 : INFO : EPOCH 2 - PROGRESS: at 74.91% examples, 685812 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:24,532 : INFO : EPOCH 2 - PROGRESS: at 75.26% examples, 685987 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:25,533 : INFO : EPOCH 2 - PROGRESS: at 75.62% examples, 686211 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:26,557 : INFO : EPOCH 2 - PROGRESS: at 75.99% examples, 686363 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:27,558 : INFO : EPOCH 2 - PROGRESS: at 76.35% examples, 686621 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:28,571 : INFO : EPOCH 2 - PROGRESS: at 76.70% examples, 686752 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:29,575 : INFO : EPOCH 2 - PROGRESS: at 77.06% examples, 687020 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:30,577 : INFO : EPOCH 2 - PROGRESS: at 77.41% examples, 687235 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:31,580 : INFO : EPOCH 2 - PROGRESS: at 77.75% examples, 687456 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:32,591 : INFO : EPOCH 2 - PROGRESS: at 78.12% examples, 687618 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:33,593 : INFO : EPOCH 2 - PROGRESS: at 78.49% examples, 687883 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:34,607 : INFO : EPOCH 2 - PROGRESS: at 78.87% examples, 688028 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:35,610 : INFO : EPOCH 2 - PROGRESS: at 79.26% examples, 688230 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:36,623 : INFO : EPOCH 2 - PROGRESS: at 79.61% examples, 688449 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:37,651 : INFO : EPOCH 2 - PROGRESS: at 79.98% examples, 688602 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:38,660 : INFO : EPOCH 2 - PROGRESS: at 80.32% examples, 688781 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:39,675 : INFO : EPOCH 2 - PROGRESS: at 80.68% examples, 689009 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:40,678 : INFO : EPOCH 2 - PROGRESS: at 81.03% examples, 689197 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:41,685 : INFO : EPOCH 2 - PROGRESS: at 81.40% examples, 689409 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:42,695 : INFO : EPOCH 2 - PROGRESS: at 81.74% examples, 689618 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:43,722 : INFO : EPOCH 2 - PROGRESS: at 82.14% examples, 689798 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:44,741 : INFO : EPOCH 2 - PROGRESS: at 82.49% examples, 690017 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:45,753 : INFO : EPOCH 2 - PROGRESS: at 82.89% examples, 690175 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:46,762 : INFO : EPOCH 2 - PROGRESS: at 83.23% examples, 690368 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:47,768 : INFO : EPOCH 2 - PROGRESS: at 83.57% examples, 690536 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:35:48,769 : INFO : EPOCH 2 - PROGRESS: at 83.93% examples, 690714 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:49,772 : INFO : EPOCH 2 - PROGRESS: at 84.26% examples, 690863 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:50,781 : INFO : EPOCH 2 - PROGRESS: at 84.64% examples, 691067 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:51,782 : INFO : EPOCH 2 - PROGRESS: at 84.98% examples, 691248 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:52,799 : INFO : EPOCH 2 - PROGRESS: at 85.34% examples, 691423 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:53,804 : INFO : EPOCH 2 - PROGRESS: at 85.71% examples, 691589 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:35:54,814 : INFO : EPOCH 2 - PROGRESS: at 86.10% examples, 691724 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:55,816 : INFO : EPOCH 2 - PROGRESS: at 86.42% examples, 691919 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:35:56,823 : INFO : EPOCH 2 - PROGRESS: at 86.77% examples, 692124 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:35:57,832 : INFO : EPOCH 2 - PROGRESS: at 87.11% examples, 692258 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:35:58,842 : INFO : EPOCH 2 - PROGRESS: at 87.46% examples, 692427 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:35:59,842 : INFO : EPOCH 2 - PROGRESS: at 87.80% examples, 692624 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:00,845 : INFO : EPOCH 2 - PROGRESS: at 88.18% examples, 692770 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:36:01,846 : INFO : EPOCH 2 - PROGRESS: at 88.54% examples, 692918 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:02,855 : INFO : EPOCH 2 - PROGRESS: at 88.89% examples, 693085 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:03,874 : INFO : EPOCH 2 - PROGRESS: at 89.24% examples, 693247 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:04,883 : INFO : EPOCH 2 - PROGRESS: at 89.60% examples, 693442 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:05,895 : INFO : EPOCH 2 - PROGRESS: at 89.93% examples, 693602 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:06,924 : INFO : EPOCH 2 - PROGRESS: at 90.30% examples, 693759 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:07,924 : INFO : EPOCH 2 - PROGRESS: at 90.67% examples, 693913 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:08,927 : INFO : EPOCH 2 - PROGRESS: at 91.01% examples, 694079 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:09,931 : INFO : EPOCH 2 - PROGRESS: at 91.37% examples, 694244 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:10,942 : INFO : EPOCH 2 - PROGRESS: at 91.72% examples, 694413 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:11,949 : INFO : EPOCH 2 - PROGRESS: at 92.07% examples, 694581 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:12,967 : INFO : EPOCH 2 - PROGRESS: at 92.44% examples, 694721 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:13,979 : INFO : EPOCH 2 - PROGRESS: at 92.80% examples, 694862 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:14,980 : INFO : EPOCH 2 - PROGRESS: at 93.13% examples, 695026 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:15,988 : INFO : EPOCH 2 - PROGRESS: at 93.50% examples, 695160 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:16,996 : INFO : EPOCH 2 - PROGRESS: at 93.84% examples, 695318 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:36:18,009 : INFO : EPOCH 2 - PROGRESS: at 94.23% examples, 695437 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:19,012 : INFO : EPOCH 2 - PROGRESS: at 94.59% examples, 695596 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:20,014 : INFO : EPOCH 2 - PROGRESS: at 94.92% examples, 695738 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:21,023 : INFO : EPOCH 2 - PROGRESS: at 95.25% examples, 695929 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:22,033 : INFO : EPOCH 2 - PROGRESS: at 95.64% examples, 696061 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:23,040 : INFO : EPOCH 2 - PROGRESS: at 95.99% examples, 696193 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:36:24,040 : INFO : EPOCH 2 - PROGRESS: at 96.35% examples, 696309 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:25,050 : INFO : EPOCH 2 - PROGRESS: at 96.72% examples, 696412 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:26,050 : INFO : EPOCH 2 - PROGRESS: at 97.07% examples, 696608 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:27,070 : INFO : EPOCH 2 - PROGRESS: at 97.43% examples, 696759 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:28,083 : INFO : EPOCH 2 - PROGRESS: at 97.81% examples, 696893 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:36:29,089 : INFO : EPOCH 2 - PROGRESS: at 98.16% examples, 696992 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:30,094 : INFO : EPOCH 2 - PROGRESS: at 98.50% examples, 697168 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:31,107 : INFO : EPOCH 2 - PROGRESS: at 98.86% examples, 697312 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:32,121 : INFO : EPOCH 2 - PROGRESS: at 99.22% examples, 697447 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:33,124 : INFO : EPOCH 2 - PROGRESS: at 99.56% examples, 697639 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:34,132 : INFO : EPOCH 2 - PROGRESS: at 99.90% examples, 697750 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:34,405 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 20:36:34,406 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 20:36:34,409 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 20:36:34,414 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 20:36:34,415 : INFO : EPOCH - 2 : training on 267492176 raw words (207744945 effective words) took 297.7s, 697816 effective words/s
2020-07-23 20:36:35,430 : INFO : EPOCH 3 - PROGRESS: at 0.33% examples, 702620 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:36:36,432 : INFO : EPOCH 3 - PROGRESS: at 0.67% examples, 726323 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:37,435 : INFO : EPOCH 3 - PROGRESS: at 1.02% examples, 726560 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:38,441 : INFO : EPOCH 3 - PROGRESS: at 1.36% examples, 725457 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:36:39,447 : INFO : EPOCH 3 - PROGRESS: at 1.73% examples, 726666 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:40,452 : INFO : EPOCH 3 - PROGRESS: at 2.07% examples, 728482 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:41,458 : INFO : EPOCH 3 - PROGRESS: at 2.40% examples, 729415 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:42,468 : INFO : EPOCH 3 - PROGRESS: at 2.78% examples, 729032 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:43,468 : INFO : EPOCH 3 - PROGRESS: at 3.12% examples, 728926 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:36:44,475 : INFO : EPOCH 3 - PROGRESS: at 3.47% examples, 729168 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:45,479 : INFO : EPOCH 3 - PROGRESS: at 3.82% examples, 729913 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:46,501 : INFO : EPOCH 3 - PROGRESS: at 4.17% examples, 729720 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:47,506 : INFO : EPOCH 3 - PROGRESS: at 4.52% examples, 730135 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:48,509 : INFO : EPOCH 3 - PROGRESS: at 4.88% examples, 730192 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:49,515 : INFO : EPOCH 3 - PROGRESS: at 5.24% examples, 729453 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:50,526 : INFO : EPOCH 3 - PROGRESS: at 5.62% examples, 729559 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:51,533 : INFO : EPOCH 3 - PROGRESS: at 5.99% examples, 729658 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:52,556 : INFO : EPOCH 3 - PROGRESS: at 6.33% examples, 729685 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:53,558 : INFO : EPOCH 3 - PROGRESS: at 6.67% examples, 729806 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:54,560 : INFO : EPOCH 3 - PROGRESS: at 7.03% examples, 729960 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:55,567 : INFO : EPOCH 3 - PROGRESS: at 7.40% examples, 729487 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:56,568 : INFO : EPOCH 3 - PROGRESS: at 7.74% examples, 730115 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:57,577 : INFO : EPOCH 3 - PROGRESS: at 8.09% examples, 729889 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:36:58,585 : INFO : EPOCH 3 - PROGRESS: at 8.43% examples, 729376 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:36:59,614 : INFO : EPOCH 3 - PROGRESS: at 8.77% examples, 727987 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:00,619 : INFO : EPOCH 3 - PROGRESS: at 9.08% examples, 724891 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:01,634 : INFO : EPOCH 3 - PROGRESS: at 9.41% examples, 723133 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:02,646 : INFO : EPOCH 3 - PROGRESS: at 9.79% examples, 723457 words/s, in_qsize 7, out_qsize 1
2020-07-23 20:37:03,647 : INFO : EPOCH 3 - PROGRESS: at 10.17% examples, 723838 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:04,648 : INFO : EPOCH 3 - PROGRESS: at 10.54% examples, 724036 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:05,651 : INFO : EPOCH 3 - PROGRESS: at 10.90% examples, 724230 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:06,653 : INFO : EPOCH 3 - PROGRESS: at 11.24% examples, 724474 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:07,659 : INFO : EPOCH 3 - PROGRESS: at 11.60% examples, 724965 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:08,665 : INFO : EPOCH 3 - PROGRESS: at 11.97% examples, 725097 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:09,671 : INFO : EPOCH 3 - PROGRESS: at 12.33% examples, 725220 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:37:10,673 : INFO : EPOCH 3 - PROGRESS: at 12.70% examples, 725731 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:11,701 : INFO : EPOCH 3 - PROGRESS: at 13.06% examples, 725701 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:12,719 : INFO : EPOCH 3 - PROGRESS: at 13.41% examples, 726052 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:13,740 : INFO : EPOCH 3 - PROGRESS: at 13.79% examples, 726251 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:14,760 : INFO : EPOCH 3 - PROGRESS: at 14.14% examples, 726530 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:15,781 : INFO : EPOCH 3 - PROGRESS: at 14.53% examples, 726706 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:16,784 : INFO : EPOCH 3 - PROGRESS: at 14.90% examples, 727126 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:17,784 : INFO : EPOCH 3 - PROGRESS: at 15.22% examples, 727402 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:37:18,801 : INFO : EPOCH 3 - PROGRESS: at 15.55% examples, 727390 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:19,813 : INFO : EPOCH 3 - PROGRESS: at 15.90% examples, 727491 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:20,815 : INFO : EPOCH 3 - PROGRESS: at 16.25% examples, 727636 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:21,827 : INFO : EPOCH 3 - PROGRESS: at 16.61% examples, 727765 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:22,836 : INFO : EPOCH 3 - PROGRESS: at 16.95% examples, 727987 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:23,847 : INFO : EPOCH 3 - PROGRESS: at 17.31% examples, 728021 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:24,861 : INFO : EPOCH 3 - PROGRESS: at 17.65% examples, 728044 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:25,877 : INFO : EPOCH 3 - PROGRESS: at 18.01% examples, 728032 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:26,888 : INFO : EPOCH 3 - PROGRESS: at 18.38% examples, 728167 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:27,897 : INFO : EPOCH 3 - PROGRESS: at 18.70% examples, 728381 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:28,900 : INFO : EPOCH 3 - PROGRESS: at 19.04% examples, 728544 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:29,903 : INFO : EPOCH 3 - PROGRESS: at 19.36% examples, 728703 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:30,908 : INFO : EPOCH 3 - PROGRESS: at 19.74% examples, 728944 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:31,922 : INFO : EPOCH 3 - PROGRESS: at 20.12% examples, 728874 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:32,922 : INFO : EPOCH 3 - PROGRESS: at 20.47% examples, 728982 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:33,934 : INFO : EPOCH 3 - PROGRESS: at 20.80% examples, 729115 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:34,942 : INFO : EPOCH 3 - PROGRESS: at 21.15% examples, 729149 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:35,951 : INFO : EPOCH 3 - PROGRESS: at 21.49% examples, 729344 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:36,974 : INFO : EPOCH 3 - PROGRESS: at 21.84% examples, 729314 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:37,978 : INFO : EPOCH 3 - PROGRESS: at 22.21% examples, 729371 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:38,978 : INFO : EPOCH 3 - PROGRESS: at 22.55% examples, 729320 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:39,979 : INFO : EPOCH 3 - PROGRESS: at 22.90% examples, 729454 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:40,984 : INFO : EPOCH 3 - PROGRESS: at 23.27% examples, 729548 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:41,988 : INFO : EPOCH 3 - PROGRESS: at 23.63% examples, 729606 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:42,992 : INFO : EPOCH 3 - PROGRESS: at 23.99% examples, 729547 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:43,999 : INFO : EPOCH 3 - PROGRESS: at 24.38% examples, 729642 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:45,020 : INFO : EPOCH 3 - PROGRESS: at 24.76% examples, 729532 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:46,024 : INFO : EPOCH 3 - PROGRESS: at 25.11% examples, 729625 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:47,045 : INFO : EPOCH 3 - PROGRESS: at 25.45% examples, 729658 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:48,047 : INFO : EPOCH 3 - PROGRESS: at 25.80% examples, 729819 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:49,052 : INFO : EPOCH 3 - PROGRESS: at 26.15% examples, 729900 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:50,052 : INFO : EPOCH 3 - PROGRESS: at 26.53% examples, 729859 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:51,064 : INFO : EPOCH 3 - PROGRESS: at 26.87% examples, 730007 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:52,081 : INFO : EPOCH 3 - PROGRESS: at 27.24% examples, 729965 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:53,084 : INFO : EPOCH 3 - PROGRESS: at 27.57% examples, 730112 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:54,086 : INFO : EPOCH 3 - PROGRESS: at 27.93% examples, 730281 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:55,093 : INFO : EPOCH 3 - PROGRESS: at 28.32% examples, 730371 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:56,100 : INFO : EPOCH 3 - PROGRESS: at 28.66% examples, 730433 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:57,119 : INFO : EPOCH 3 - PROGRESS: at 29.03% examples, 730408 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:37:58,120 : INFO : EPOCH 3 - PROGRESS: at 29.37% examples, 730452 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:37:59,126 : INFO : EPOCH 3 - PROGRESS: at 29.69% examples, 730593 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:00,140 : INFO : EPOCH 3 - PROGRESS: at 30.04% examples, 730513 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:01,142 : INFO : EPOCH 3 - PROGRESS: at 30.38% examples, 730580 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:38:02,150 : INFO : EPOCH 3 - PROGRESS: at 30.72% examples, 730595 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:03,155 : INFO : EPOCH 3 - PROGRESS: at 31.10% examples, 730533 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:04,157 : INFO : EPOCH 3 - PROGRESS: at 31.47% examples, 730538 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:38:05,163 : INFO : EPOCH 3 - PROGRESS: at 31.83% examples, 730493 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:06,167 : INFO : EPOCH 3 - PROGRESS: at 32.18% examples, 730567 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:07,170 : INFO : EPOCH 3 - PROGRESS: at 32.52% examples, 730654 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:08,175 : INFO : EPOCH 3 - PROGRESS: at 32.89% examples, 730610 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:09,182 : INFO : EPOCH 3 - PROGRESS: at 33.24% examples, 730663 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:38:10,184 : INFO : EPOCH 3 - PROGRESS: at 33.59% examples, 730715 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:11,184 : INFO : EPOCH 3 - PROGRESS: at 33.96% examples, 730728 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:12,185 : INFO : EPOCH 3 - PROGRESS: at 34.30% examples, 730745 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:13,192 : INFO : EPOCH 3 - PROGRESS: at 34.66% examples, 730761 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:14,202 : INFO : EPOCH 3 - PROGRESS: at 35.00% examples, 730747 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:15,212 : INFO : EPOCH 3 - PROGRESS: at 35.35% examples, 730838 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:16,215 : INFO : EPOCH 3 - PROGRESS: at 35.71% examples, 730909 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:17,216 : INFO : EPOCH 3 - PROGRESS: at 36.06% examples, 730924 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:18,217 : INFO : EPOCH 3 - PROGRESS: at 36.40% examples, 730908 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:19,230 : INFO : EPOCH 3 - PROGRESS: at 36.74% examples, 730900 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:20,231 : INFO : EPOCH 3 - PROGRESS: at 37.08% examples, 730992 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:21,235 : INFO : EPOCH 3 - PROGRESS: at 37.44% examples, 730933 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:38:22,242 : INFO : EPOCH 3 - PROGRESS: at 37.81% examples, 730937 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:23,273 : INFO : EPOCH 3 - PROGRESS: at 38.17% examples, 730867 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:24,279 : INFO : EPOCH 3 - PROGRESS: at 38.55% examples, 730890 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:25,286 : INFO : EPOCH 3 - PROGRESS: at 38.93% examples, 730889 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:26,299 : INFO : EPOCH 3 - PROGRESS: at 39.29% examples, 730825 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:27,300 : INFO : EPOCH 3 - PROGRESS: at 39.62% examples, 730981 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:28,304 : INFO : EPOCH 3 - PROGRESS: at 39.97% examples, 730949 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:29,311 : INFO : EPOCH 3 - PROGRESS: at 40.35% examples, 731047 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:30,330 : INFO : EPOCH 3 - PROGRESS: at 40.68% examples, 731143 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:31,336 : INFO : EPOCH 3 - PROGRESS: at 41.04% examples, 731092 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:32,341 : INFO : EPOCH 3 - PROGRESS: at 41.40% examples, 731183 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:33,346 : INFO : EPOCH 3 - PROGRESS: at 41.76% examples, 731193 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:34,346 : INFO : EPOCH 3 - PROGRESS: at 42.13% examples, 731182 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:35,354 : INFO : EPOCH 3 - PROGRESS: at 42.48% examples, 731254 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:36,381 : INFO : EPOCH 3 - PROGRESS: at 42.86% examples, 731194 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:37,382 : INFO : EPOCH 3 - PROGRESS: at 43.20% examples, 731272 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:38,392 : INFO : EPOCH 3 - PROGRESS: at 43.54% examples, 731228 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:39,401 : INFO : EPOCH 3 - PROGRESS: at 43.89% examples, 731286 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:40,406 : INFO : EPOCH 3 - PROGRESS: at 44.27% examples, 731347 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:41,407 : INFO : EPOCH 3 - PROGRESS: at 44.62% examples, 731353 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:42,413 : INFO : EPOCH 3 - PROGRESS: at 44.95% examples, 731359 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:43,413 : INFO : EPOCH 3 - PROGRESS: at 45.33% examples, 731400 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:44,416 : INFO : EPOCH 3 - PROGRESS: at 45.70% examples, 731393 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:45,423 : INFO : EPOCH 3 - PROGRESS: at 46.04% examples, 731428 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:38:46,423 : INFO : EPOCH 3 - PROGRESS: at 46.38% examples, 731429 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:47,424 : INFO : EPOCH 3 - PROGRESS: at 46.75% examples, 731483 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:38:48,427 : INFO : EPOCH 3 - PROGRESS: at 47.11% examples, 731421 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:49,431 : INFO : EPOCH 3 - PROGRESS: at 47.45% examples, 731479 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:50,437 : INFO : EPOCH 3 - PROGRESS: at 47.80% examples, 731537 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:51,445 : INFO : EPOCH 3 - PROGRESS: at 48.19% examples, 731557 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:52,451 : INFO : EPOCH 3 - PROGRESS: at 48.54% examples, 731636 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:53,461 : INFO : EPOCH 3 - PROGRESS: at 48.87% examples, 731639 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:54,468 : INFO : EPOCH 3 - PROGRESS: at 49.21% examples, 731689 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:55,476 : INFO : EPOCH 3 - PROGRESS: at 49.57% examples, 731731 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:56,490 : INFO : EPOCH 3 - PROGRESS: at 49.92% examples, 731791 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:57,492 : INFO : EPOCH 3 - PROGRESS: at 50.28% examples, 731804 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:38:58,497 : INFO : EPOCH 3 - PROGRESS: at 50.60% examples, 731790 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:38:59,502 : INFO : EPOCH 3 - PROGRESS: at 50.94% examples, 731816 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:00,504 : INFO : EPOCH 3 - PROGRESS: at 51.27% examples, 731763 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:01,507 : INFO : EPOCH 3 - PROGRESS: at 51.62% examples, 731780 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:02,512 : INFO : EPOCH 3 - PROGRESS: at 51.95% examples, 731822 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:03,517 : INFO : EPOCH 3 - PROGRESS: at 52.32% examples, 731798 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:04,517 : INFO : EPOCH 3 - PROGRESS: at 52.70% examples, 731639 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:05,524 : INFO : EPOCH 3 - PROGRESS: at 53.04% examples, 731690 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:06,526 : INFO : EPOCH 3 - PROGRESS: at 53.40% examples, 731751 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:07,533 : INFO : EPOCH 3 - PROGRESS: at 53.78% examples, 731614 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:08,535 : INFO : EPOCH 3 - PROGRESS: at 54.13% examples, 731726 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:09,545 : INFO : EPOCH 3 - PROGRESS: at 54.49% examples, 731781 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:39:10,560 : INFO : EPOCH 3 - PROGRESS: at 54.85% examples, 731777 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:11,577 : INFO : EPOCH 3 - PROGRESS: at 55.19% examples, 731814 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:12,585 : INFO : EPOCH 3 - PROGRESS: at 55.53% examples, 731815 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:13,594 : INFO : EPOCH 3 - PROGRESS: at 55.88% examples, 731862 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:14,602 : INFO : EPOCH 3 - PROGRESS: at 56.25% examples, 731843 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:15,604 : INFO : EPOCH 3 - PROGRESS: at 56.59% examples, 731860 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:16,618 : INFO : EPOCH 3 - PROGRESS: at 56.96% examples, 731849 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:17,622 : INFO : EPOCH 3 - PROGRESS: at 57.33% examples, 731841 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:39:18,641 : INFO : EPOCH 3 - PROGRESS: at 57.67% examples, 731901 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:19,653 : INFO : EPOCH 3 - PROGRESS: at 58.01% examples, 731939 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:39:20,670 : INFO : EPOCH 3 - PROGRESS: at 58.37% examples, 731917 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:21,673 : INFO : EPOCH 3 - PROGRESS: at 58.74% examples, 731961 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:22,690 : INFO : EPOCH 3 - PROGRESS: at 59.09% examples, 731965 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:23,704 : INFO : EPOCH 3 - PROGRESS: at 59.45% examples, 731999 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:24,715 : INFO : EPOCH 3 - PROGRESS: at 59.82% examples, 731980 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:25,717 : INFO : EPOCH 3 - PROGRESS: at 60.18% examples, 732011 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:26,728 : INFO : EPOCH 3 - PROGRESS: at 60.53% examples, 732015 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:27,738 : INFO : EPOCH 3 - PROGRESS: at 60.93% examples, 732043 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:28,742 : INFO : EPOCH 3 - PROGRESS: at 61.29% examples, 732053 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:29,748 : INFO : EPOCH 3 - PROGRESS: at 61.64% examples, 732059 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:30,749 : INFO : EPOCH 3 - PROGRESS: at 62.02% examples, 731810 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:31,762 : INFO : EPOCH 3 - PROGRESS: at 62.34% examples, 731366 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:32,764 : INFO : EPOCH 3 - PROGRESS: at 62.69% examples, 730958 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:33,778 : INFO : EPOCH 3 - PROGRESS: at 63.04% examples, 730503 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:34,783 : INFO : EPOCH 3 - PROGRESS: at 63.34% examples, 730245 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:35,784 : INFO : EPOCH 3 - PROGRESS: at 63.66% examples, 729862 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:36,784 : INFO : EPOCH 3 - PROGRESS: at 63.96% examples, 729515 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:37,785 : INFO : EPOCH 3 - PROGRESS: at 64.25% examples, 729166 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:38,793 : INFO : EPOCH 3 - PROGRESS: at 64.56% examples, 728646 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:39,809 : INFO : EPOCH 3 - PROGRESS: at 64.87% examples, 728129 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:40,816 : INFO : EPOCH 3 - PROGRESS: at 65.16% examples, 727347 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:41,822 : INFO : EPOCH 3 - PROGRESS: at 65.51% examples, 727112 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:42,825 : INFO : EPOCH 3 - PROGRESS: at 65.86% examples, 727106 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:43,831 : INFO : EPOCH 3 - PROGRESS: at 66.21% examples, 727126 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:44,834 : INFO : EPOCH 3 - PROGRESS: at 66.59% examples, 727230 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:45,837 : INFO : EPOCH 3 - PROGRESS: at 66.94% examples, 727216 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:46,855 : INFO : EPOCH 3 - PROGRESS: at 67.31% examples, 727261 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:47,871 : INFO : EPOCH 3 - PROGRESS: at 67.68% examples, 727282 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:48,881 : INFO : EPOCH 3 - PROGRESS: at 68.03% examples, 727329 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:49,893 : INFO : EPOCH 3 - PROGRESS: at 68.40% examples, 727386 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:50,900 : INFO : EPOCH 3 - PROGRESS: at 68.75% examples, 727352 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:51,909 : INFO : EPOCH 3 - PROGRESS: at 69.09% examples, 727392 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:52,914 : INFO : EPOCH 3 - PROGRESS: at 69.45% examples, 727480 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:53,922 : INFO : EPOCH 3 - PROGRESS: at 69.82% examples, 727495 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:54,923 : INFO : EPOCH 3 - PROGRESS: at 70.18% examples, 727528 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:55,944 : INFO : EPOCH 3 - PROGRESS: at 70.54% examples, 727527 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:56,949 : INFO : EPOCH 3 - PROGRESS: at 70.90% examples, 727595 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:57,955 : INFO : EPOCH 3 - PROGRESS: at 71.27% examples, 727632 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:58,956 : INFO : EPOCH 3 - PROGRESS: at 71.60% examples, 727632 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:39:59,957 : INFO : EPOCH 3 - PROGRESS: at 71.96% examples, 727656 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:00,960 : INFO : EPOCH 3 - PROGRESS: at 72.32% examples, 727596 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:01,966 : INFO : EPOCH 3 - PROGRESS: at 72.66% examples, 727562 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:40:02,974 : INFO : EPOCH 3 - PROGRESS: at 73.05% examples, 727589 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:03,996 : INFO : EPOCH 3 - PROGRESS: at 73.43% examples, 727602 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:40:05,010 : INFO : EPOCH 3 - PROGRESS: at 73.78% examples, 727686 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:06,015 : INFO : EPOCH 3 - PROGRESS: at 74.13% examples, 727673 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:07,020 : INFO : EPOCH 3 - PROGRESS: at 74.48% examples, 727668 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:08,022 : INFO : EPOCH 3 - PROGRESS: at 74.85% examples, 727691 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:09,038 : INFO : EPOCH 3 - PROGRESS: at 75.21% examples, 727740 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:10,050 : INFO : EPOCH 3 - PROGRESS: at 75.57% examples, 727719 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:11,051 : INFO : EPOCH 3 - PROGRESS: at 75.93% examples, 727790 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:12,054 : INFO : EPOCH 3 - PROGRESS: at 76.29% examples, 727805 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:13,054 : INFO : EPOCH 3 - PROGRESS: at 76.64% examples, 727800 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:14,055 : INFO : EPOCH 3 - PROGRESS: at 77.00% examples, 727796 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:40:15,060 : INFO : EPOCH 3 - PROGRESS: at 77.35% examples, 727892 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:16,063 : INFO : EPOCH 3 - PROGRESS: at 77.69% examples, 727970 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:17,078 : INFO : EPOCH 3 - PROGRESS: at 78.06% examples, 727933 words/s, in_qsize 7, out_qsize 1
2020-07-23 20:40:18,081 : INFO : EPOCH 3 - PROGRESS: at 78.43% examples, 728004 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:19,085 : INFO : EPOCH 3 - PROGRESS: at 78.80% examples, 728020 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:20,091 : INFO : EPOCH 3 - PROGRESS: at 79.19% examples, 727997 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:21,098 : INFO : EPOCH 3 - PROGRESS: at 79.55% examples, 728039 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:22,102 : INFO : EPOCH 3 - PROGRESS: at 79.91% examples, 728094 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:23,117 : INFO : EPOCH 3 - PROGRESS: at 80.25% examples, 728051 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:24,119 : INFO : EPOCH 3 - PROGRESS: at 80.58% examples, 728026 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:25,122 : INFO : EPOCH 3 - PROGRESS: at 80.94% examples, 727993 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:26,132 : INFO : EPOCH 3 - PROGRESS: at 81.30% examples, 728050 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:27,139 : INFO : EPOCH 3 - PROGRESS: at 81.66% examples, 728093 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:28,141 : INFO : EPOCH 3 - PROGRESS: at 82.02% examples, 728141 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:29,149 : INFO : EPOCH 3 - PROGRESS: at 82.39% examples, 728139 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:30,156 : INFO : EPOCH 3 - PROGRESS: at 82.77% examples, 728138 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:31,165 : INFO : EPOCH 3 - PROGRESS: at 83.11% examples, 728186 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:32,192 : INFO : EPOCH 3 - PROGRESS: at 83.45% examples, 728147 words/s, in_qsize 7, out_qsize 1
2020-07-23 20:40:33,196 : INFO : EPOCH 3 - PROGRESS: at 83.82% examples, 728125 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:34,200 : INFO : EPOCH 3 - PROGRESS: at 84.15% examples, 728098 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:35,208 : INFO : EPOCH 3 - PROGRESS: at 84.52% examples, 728154 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:36,209 : INFO : EPOCH 3 - PROGRESS: at 84.87% examples, 728221 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:37,218 : INFO : EPOCH 3 - PROGRESS: at 85.21% examples, 728228 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:38,219 : INFO : EPOCH 3 - PROGRESS: at 85.59% examples, 728259 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:39,225 : INFO : EPOCH 3 - PROGRESS: at 85.97% examples, 728277 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:40,248 : INFO : EPOCH 3 - PROGRESS: at 86.31% examples, 728258 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:41,250 : INFO : EPOCH 3 - PROGRESS: at 86.64% examples, 728337 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:42,254 : INFO : EPOCH 3 - PROGRESS: at 86.99% examples, 728362 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:43,255 : INFO : EPOCH 3 - PROGRESS: at 87.33% examples, 728359 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:44,264 : INFO : EPOCH 3 - PROGRESS: at 87.69% examples, 728368 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:45,265 : INFO : EPOCH 3 - PROGRESS: at 88.04% examples, 728447 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:40:46,273 : INFO : EPOCH 3 - PROGRESS: at 88.40% examples, 728432 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:47,273 : INFO : EPOCH 3 - PROGRESS: at 88.76% examples, 728447 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:40:48,295 : INFO : EPOCH 3 - PROGRESS: at 89.12% examples, 728409 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:49,299 : INFO : EPOCH 3 - PROGRESS: at 89.47% examples, 728428 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:50,312 : INFO : EPOCH 3 - PROGRESS: at 89.80% examples, 728466 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:51,318 : INFO : EPOCH 3 - PROGRESS: at 90.14% examples, 728508 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:52,319 : INFO : EPOCH 3 - PROGRESS: at 90.51% examples, 728524 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:53,321 : INFO : EPOCH 3 - PROGRESS: at 90.89% examples, 728552 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:54,327 : INFO : EPOCH 3 - PROGRESS: at 91.22% examples, 728592 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:55,333 : INFO : EPOCH 3 - PROGRESS: at 91.56% examples, 728615 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:56,339 : INFO : EPOCH 3 - PROGRESS: at 91.91% examples, 728627 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:57,344 : INFO : EPOCH 3 - PROGRESS: at 92.28% examples, 728625 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:58,347 : INFO : EPOCH 3 - PROGRESS: at 92.63% examples, 728655 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:40:59,347 : INFO : EPOCH 3 - PROGRESS: at 92.96% examples, 728668 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:00,355 : INFO : EPOCH 3 - PROGRESS: at 93.30% examples, 728694 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:01,357 : INFO : EPOCH 3 - PROGRESS: at 93.67% examples, 728693 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:02,383 : INFO : EPOCH 3 - PROGRESS: at 94.03% examples, 728705 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:03,391 : INFO : EPOCH 3 - PROGRESS: at 94.41% examples, 728733 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:04,396 : INFO : EPOCH 3 - PROGRESS: at 94.77% examples, 728793 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:05,400 : INFO : EPOCH 3 - PROGRESS: at 95.10% examples, 728830 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:06,407 : INFO : EPOCH 3 - PROGRESS: at 95.44% examples, 728876 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:07,409 : INFO : EPOCH 3 - PROGRESS: at 95.81% examples, 728888 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:08,409 : INFO : EPOCH 3 - PROGRESS: at 96.16% examples, 728879 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:09,409 : INFO : EPOCH 3 - PROGRESS: at 96.52% examples, 728861 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:41:10,410 : INFO : EPOCH 3 - PROGRESS: at 96.88% examples, 728882 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:11,410 : INFO : EPOCH 3 - PROGRESS: at 97.23% examples, 728903 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:12,422 : INFO : EPOCH 3 - PROGRESS: at 97.61% examples, 728893 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:41:13,431 : INFO : EPOCH 3 - PROGRESS: at 97.96% examples, 728931 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:14,431 : INFO : EPOCH 3 - PROGRESS: at 98.30% examples, 728908 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:15,431 : INFO : EPOCH 3 - PROGRESS: at 98.65% examples, 728928 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:16,438 : INFO : EPOCH 3 - PROGRESS: at 98.99% examples, 728931 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:17,441 : INFO : EPOCH 3 - PROGRESS: at 99.35% examples, 728974 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:18,462 : INFO : EPOCH 3 - PROGRESS: at 99.68% examples, 729001 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:19,354 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 20:41:19,357 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 20:41:19,359 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 20:41:19,361 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 20:41:19,362 : INFO : EPOCH - 3 : training on 267492176 raw words (207742046 effective words) took 284.9s, 729071 effective words/s
2020-07-23 20:41:20,371 : INFO : EPOCH 4 - PROGRESS: at 0.34% examples, 727545 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:21,374 : INFO : EPOCH 4 - PROGRESS: at 0.67% examples, 734860 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:22,380 : INFO : EPOCH 4 - PROGRESS: at 1.04% examples, 735535 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:23,382 : INFO : EPOCH 4 - PROGRESS: at 1.38% examples, 735894 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:24,386 : INFO : EPOCH 4 - PROGRESS: at 1.74% examples, 733902 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:25,386 : INFO : EPOCH 4 - PROGRESS: at 2.09% examples, 736776 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:26,394 : INFO : EPOCH 4 - PROGRESS: at 2.44% examples, 737784 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:27,400 : INFO : EPOCH 4 - PROGRESS: at 2.80% examples, 736332 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:28,406 : INFO : EPOCH 4 - PROGRESS: at 3.15% examples, 735985 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:29,413 : INFO : EPOCH 4 - PROGRESS: at 3.51% examples, 737135 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:30,437 : INFO : EPOCH 4 - PROGRESS: at 3.86% examples, 737123 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:31,438 : INFO : EPOCH 4 - PROGRESS: at 4.23% examples, 737174 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:32,440 : INFO : EPOCH 4 - PROGRESS: at 4.56% examples, 737433 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:33,442 : INFO : EPOCH 4 - PROGRESS: at 4.92% examples, 736993 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:34,453 : INFO : EPOCH 4 - PROGRESS: at 5.30% examples, 735733 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:35,467 : INFO : EPOCH 4 - PROGRESS: at 5.67% examples, 735395 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:36,468 : INFO : EPOCH 4 - PROGRESS: at 6.03% examples, 734965 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:37,480 : INFO : EPOCH 4 - PROGRESS: at 6.36% examples, 735455 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:38,481 : INFO : EPOCH 4 - PROGRESS: at 6.73% examples, 735569 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:39,484 : INFO : EPOCH 4 - PROGRESS: at 7.08% examples, 735242 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:40,486 : INFO : EPOCH 4 - PROGRESS: at 7.45% examples, 735690 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:41,493 : INFO : EPOCH 4 - PROGRESS: at 7.79% examples, 735811 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:42,494 : INFO : EPOCH 4 - PROGRESS: at 8.14% examples, 735467 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:43,498 : INFO : EPOCH 4 - PROGRESS: at 8.49% examples, 735940 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:44,512 : INFO : EPOCH 4 - PROGRESS: at 8.85% examples, 735745 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:45,516 : INFO : EPOCH 4 - PROGRESS: at 9.20% examples, 736149 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:46,520 : INFO : EPOCH 4 - PROGRESS: at 9.56% examples, 736123 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:47,530 : INFO : EPOCH 4 - PROGRESS: at 9.95% examples, 735860 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:48,537 : INFO : EPOCH 4 - PROGRESS: at 10.33% examples, 735552 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:49,564 : INFO : EPOCH 4 - PROGRESS: at 10.69% examples, 735398 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:50,565 : INFO : EPOCH 4 - PROGRESS: at 11.05% examples, 735540 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:51,566 : INFO : EPOCH 4 - PROGRESS: at 11.41% examples, 735518 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:41:52,566 : INFO : EPOCH 4 - PROGRESS: at 11.77% examples, 735302 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:41:53,567 : INFO : EPOCH 4 - PROGRESS: at 12.13% examples, 735348 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:54,567 : INFO : EPOCH 4 - PROGRESS: at 12.50% examples, 735681 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:55,572 : INFO : EPOCH 4 - PROGRESS: at 12.87% examples, 735453 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:56,577 : INFO : EPOCH 4 - PROGRESS: at 13.22% examples, 735766 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:57,586 : INFO : EPOCH 4 - PROGRESS: at 13.57% examples, 736258 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:58,589 : INFO : EPOCH 4 - PROGRESS: at 13.94% examples, 736082 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:41:59,595 : INFO : EPOCH 4 - PROGRESS: at 14.29% examples, 736086 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:00,598 : INFO : EPOCH 4 - PROGRESS: at 14.65% examples, 735972 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:01,609 : INFO : EPOCH 4 - PROGRESS: at 15.03% examples, 735969 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:02,611 : INFO : EPOCH 4 - PROGRESS: at 15.35% examples, 736344 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:03,615 : INFO : EPOCH 4 - PROGRESS: at 15.69% examples, 736369 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:42:04,616 : INFO : EPOCH 4 - PROGRESS: at 16.05% examples, 736516 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:05,621 : INFO : EPOCH 4 - PROGRESS: at 16.41% examples, 736537 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:06,630 : INFO : EPOCH 4 - PROGRESS: at 16.75% examples, 736576 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:07,642 : INFO : EPOCH 4 - PROGRESS: at 17.11% examples, 736677 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:42:08,645 : INFO : EPOCH 4 - PROGRESS: at 17.45% examples, 736773 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:09,651 : INFO : EPOCH 4 - PROGRESS: at 17.82% examples, 737019 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:10,663 : INFO : EPOCH 4 - PROGRESS: at 18.18% examples, 736942 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:11,676 : INFO : EPOCH 4 - PROGRESS: at 18.53% examples, 736913 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:12,687 : INFO : EPOCH 4 - PROGRESS: at 18.86% examples, 736911 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:13,689 : INFO : EPOCH 4 - PROGRESS: at 19.20% examples, 736968 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:42:14,691 : INFO : EPOCH 4 - PROGRESS: at 19.53% examples, 736981 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:15,694 : INFO : EPOCH 4 - PROGRESS: at 19.91% examples, 736797 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:16,703 : INFO : EPOCH 4 - PROGRESS: at 20.29% examples, 736696 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:17,705 : INFO : EPOCH 4 - PROGRESS: at 20.63% examples, 736806 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:18,717 : INFO : EPOCH 4 - PROGRESS: at 20.94% examples, 736470 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:19,722 : INFO : EPOCH 4 - PROGRESS: at 21.29% examples, 736088 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:20,727 : INFO : EPOCH 4 - PROGRESS: at 21.60% examples, 734876 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:21,730 : INFO : EPOCH 4 - PROGRESS: at 21.93% examples, 733761 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:42:22,731 : INFO : EPOCH 4 - PROGRESS: at 22.29% examples, 733719 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:42:23,738 : INFO : EPOCH 4 - PROGRESS: at 22.62% examples, 733824 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:24,739 : INFO : EPOCH 4 - PROGRESS: at 22.98% examples, 733865 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:25,749 : INFO : EPOCH 4 - PROGRESS: at 23.35% examples, 733904 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:26,750 : INFO : EPOCH 4 - PROGRESS: at 23.70% examples, 734151 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:27,768 : INFO : EPOCH 4 - PROGRESS: at 24.10% examples, 733907 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:28,775 : INFO : EPOCH 4 - PROGRESS: at 24.48% examples, 733883 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:29,788 : INFO : EPOCH 4 - PROGRESS: at 24.85% examples, 733898 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:30,789 : INFO : EPOCH 4 - PROGRESS: at 25.20% examples, 733938 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:31,792 : INFO : EPOCH 4 - PROGRESS: at 25.53% examples, 734053 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:32,794 : INFO : EPOCH 4 - PROGRESS: at 25.88% examples, 734121 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:33,804 : INFO : EPOCH 4 - PROGRESS: at 26.24% examples, 734238 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:34,806 : INFO : EPOCH 4 - PROGRESS: at 26.62% examples, 734228 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:35,807 : INFO : EPOCH 4 - PROGRESS: at 26.97% examples, 734248 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:36,817 : INFO : EPOCH 4 - PROGRESS: at 27.32% examples, 734266 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:37,818 : INFO : EPOCH 4 - PROGRESS: at 27.66% examples, 734412 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:38,827 : INFO : EPOCH 4 - PROGRESS: at 28.03% examples, 734326 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:39,838 : INFO : EPOCH 4 - PROGRESS: at 28.41% examples, 734345 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:40,840 : INFO : EPOCH 4 - PROGRESS: at 28.75% examples, 734571 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:41,843 : INFO : EPOCH 4 - PROGRESS: at 29.11% examples, 734594 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:42,844 : INFO : EPOCH 4 - PROGRESS: at 29.46% examples, 734730 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:43,846 : INFO : EPOCH 4 - PROGRESS: at 29.78% examples, 734674 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:44,849 : INFO : EPOCH 4 - PROGRESS: at 30.14% examples, 734784 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:45,855 : INFO : EPOCH 4 - PROGRESS: at 30.48% examples, 734802 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:46,866 : INFO : EPOCH 4 - PROGRESS: at 30.83% examples, 734851 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:47,869 : INFO : EPOCH 4 - PROGRESS: at 31.20% examples, 734816 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:48,880 : INFO : EPOCH 4 - PROGRESS: at 31.58% examples, 734818 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:49,881 : INFO : EPOCH 4 - PROGRESS: at 31.94% examples, 734928 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:50,885 : INFO : EPOCH 4 - PROGRESS: at 32.30% examples, 734927 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:51,889 : INFO : EPOCH 4 - PROGRESS: at 32.65% examples, 735095 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:52,903 : INFO : EPOCH 4 - PROGRESS: at 33.01% examples, 735072 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:42:53,905 : INFO : EPOCH 4 - PROGRESS: at 33.36% examples, 735113 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:54,909 : INFO : EPOCH 4 - PROGRESS: at 33.73% examples, 735128 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:55,915 : INFO : EPOCH 4 - PROGRESS: at 34.08% examples, 735005 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:56,924 : INFO : EPOCH 4 - PROGRESS: at 34.43% examples, 735010 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:57,929 : INFO : EPOCH 4 - PROGRESS: at 34.79% examples, 735095 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:58,931 : INFO : EPOCH 4 - PROGRESS: at 35.11% examples, 735079 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:42:59,931 : INFO : EPOCH 4 - PROGRESS: at 35.48% examples, 735256 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:00,934 : INFO : EPOCH 4 - PROGRESS: at 35.84% examples, 735207 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:01,943 : INFO : EPOCH 4 - PROGRESS: at 36.19% examples, 735199 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:43:02,944 : INFO : EPOCH 4 - PROGRESS: at 36.53% examples, 735278 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:03,953 : INFO : EPOCH 4 - PROGRESS: at 36.88% examples, 735341 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:04,968 : INFO : EPOCH 4 - PROGRESS: at 37.22% examples, 735298 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:05,968 : INFO : EPOCH 4 - PROGRESS: at 37.61% examples, 735338 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:06,968 : INFO : EPOCH 4 - PROGRESS: at 37.97% examples, 735370 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:07,969 : INFO : EPOCH 4 - PROGRESS: at 38.33% examples, 735434 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:08,974 : INFO : EPOCH 4 - PROGRESS: at 38.71% examples, 735397 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:09,991 : INFO : EPOCH 4 - PROGRESS: at 39.09% examples, 735347 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:10,992 : INFO : EPOCH 4 - PROGRESS: at 39.45% examples, 735448 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:11,995 : INFO : EPOCH 4 - PROGRESS: at 39.79% examples, 735544 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:13,015 : INFO : EPOCH 4 - PROGRESS: at 40.14% examples, 735545 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:14,023 : INFO : EPOCH 4 - PROGRESS: at 40.50% examples, 735572 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:15,029 : INFO : EPOCH 4 - PROGRESS: at 40.85% examples, 735541 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:16,032 : INFO : EPOCH 4 - PROGRESS: at 41.21% examples, 735597 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:17,043 : INFO : EPOCH 4 - PROGRESS: at 41.56% examples, 735633 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:18,065 : INFO : EPOCH 4 - PROGRESS: at 41.95% examples, 735610 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:19,069 : INFO : EPOCH 4 - PROGRESS: at 42.30% examples, 735573 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:20,077 : INFO : EPOCH 4 - PROGRESS: at 42.66% examples, 735594 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:21,085 : INFO : EPOCH 4 - PROGRESS: at 43.01% examples, 735622 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:22,092 : INFO : EPOCH 4 - PROGRESS: at 43.36% examples, 735641 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:23,099 : INFO : EPOCH 4 - PROGRESS: at 43.72% examples, 735677 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:24,116 : INFO : EPOCH 4 - PROGRESS: at 44.09% examples, 735639 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:25,122 : INFO : EPOCH 4 - PROGRESS: at 44.46% examples, 735646 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:26,123 : INFO : EPOCH 4 - PROGRESS: at 44.79% examples, 735772 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:27,143 : INFO : EPOCH 4 - PROGRESS: at 45.15% examples, 735695 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:28,153 : INFO : EPOCH 4 - PROGRESS: at 45.53% examples, 735707 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:29,165 : INFO : EPOCH 4 - PROGRESS: at 45.88% examples, 735764 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:30,170 : INFO : EPOCH 4 - PROGRESS: at 46.22% examples, 735787 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:31,177 : INFO : EPOCH 4 - PROGRESS: at 46.60% examples, 735843 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:32,178 : INFO : EPOCH 4 - PROGRESS: at 46.96% examples, 735853 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:33,185 : INFO : EPOCH 4 - PROGRESS: at 47.31% examples, 735930 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:34,193 : INFO : EPOCH 4 - PROGRESS: at 47.67% examples, 735851 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:35,203 : INFO : EPOCH 4 - PROGRESS: at 48.03% examples, 735852 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:36,206 : INFO : EPOCH 4 - PROGRESS: at 48.40% examples, 735879 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:37,211 : INFO : EPOCH 4 - PROGRESS: at 48.74% examples, 735918 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:43:38,225 : INFO : EPOCH 4 - PROGRESS: at 49.08% examples, 735967 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:39,227 : INFO : EPOCH 4 - PROGRESS: at 49.44% examples, 736072 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:40,235 : INFO : EPOCH 4 - PROGRESS: at 49.79% examples, 736029 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:41,237 : INFO : EPOCH 4 - PROGRESS: at 50.14% examples, 736055 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:42,240 : INFO : EPOCH 4 - PROGRESS: at 50.48% examples, 736039 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:43,246 : INFO : EPOCH 4 - PROGRESS: at 50.82% examples, 736119 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:44,253 : INFO : EPOCH 4 - PROGRESS: at 51.17% examples, 736031 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:43:45,268 : INFO : EPOCH 4 - PROGRESS: at 51.50% examples, 736033 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:46,269 : INFO : EPOCH 4 - PROGRESS: at 51.84% examples, 736147 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:47,279 : INFO : EPOCH 4 - PROGRESS: at 52.19% examples, 736142 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:48,282 : INFO : EPOCH 4 - PROGRESS: at 52.58% examples, 736098 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:49,288 : INFO : EPOCH 4 - PROGRESS: at 52.95% examples, 736078 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:50,304 : INFO : EPOCH 4 - PROGRESS: at 53.31% examples, 736085 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:51,314 : INFO : EPOCH 4 - PROGRESS: at 53.69% examples, 736134 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:52,319 : INFO : EPOCH 4 - PROGRESS: at 54.05% examples, 736146 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:53,323 : INFO : EPOCH 4 - PROGRESS: at 54.41% examples, 736209 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:54,328 : INFO : EPOCH 4 - PROGRESS: at 54.77% examples, 736232 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:55,333 : INFO : EPOCH 4 - PROGRESS: at 55.11% examples, 736241 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:56,343 : INFO : EPOCH 4 - PROGRESS: at 55.45% examples, 736275 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:57,347 : INFO : EPOCH 4 - PROGRESS: at 55.80% examples, 736211 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:43:58,349 : INFO : EPOCH 4 - PROGRESS: at 56.17% examples, 736328 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:43:59,350 : INFO : EPOCH 4 - PROGRESS: at 56.52% examples, 736347 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:00,377 : INFO : EPOCH 4 - PROGRESS: at 56.88% examples, 736281 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:01,378 : INFO : EPOCH 4 - PROGRESS: at 57.26% examples, 736360 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:02,381 : INFO : EPOCH 4 - PROGRESS: at 57.60% examples, 736399 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:03,398 : INFO : EPOCH 4 - PROGRESS: at 57.94% examples, 736416 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:04,421 : INFO : EPOCH 4 - PROGRESS: at 58.31% examples, 736410 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:05,434 : INFO : EPOCH 4 - PROGRESS: at 58.69% examples, 736399 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:06,442 : INFO : EPOCH 4 - PROGRESS: at 59.04% examples, 736454 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:07,470 : INFO : EPOCH 4 - PROGRESS: at 59.39% examples, 736445 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:08,471 : INFO : EPOCH 4 - PROGRESS: at 59.76% examples, 736456 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:44:09,478 : INFO : EPOCH 4 - PROGRESS: at 60.13% examples, 736432 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:10,490 : INFO : EPOCH 4 - PROGRESS: at 60.49% examples, 736470 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:11,490 : INFO : EPOCH 4 - PROGRESS: at 60.87% examples, 736441 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:12,497 : INFO : EPOCH 4 - PROGRESS: at 61.24% examples, 736448 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:13,500 : INFO : EPOCH 4 - PROGRESS: at 61.59% examples, 736471 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:44:14,517 : INFO : EPOCH 4 - PROGRESS: at 61.99% examples, 736431 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:15,521 : INFO : EPOCH 4 - PROGRESS: at 62.36% examples, 736450 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:16,538 : INFO : EPOCH 4 - PROGRESS: at 62.75% examples, 736414 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:17,550 : INFO : EPOCH 4 - PROGRESS: at 63.13% examples, 736404 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:18,552 : INFO : EPOCH 4 - PROGRESS: at 63.46% examples, 736446 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:19,565 : INFO : EPOCH 4 - PROGRESS: at 63.81% examples, 736420 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:20,570 : INFO : EPOCH 4 - PROGRESS: at 64.16% examples, 736430 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:21,590 : INFO : EPOCH 4 - PROGRESS: at 64.50% examples, 736423 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:22,596 : INFO : EPOCH 4 - PROGRESS: at 64.85% examples, 736420 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:23,605 : INFO : EPOCH 4 - PROGRESS: at 65.22% examples, 736388 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:44:24,608 : INFO : EPOCH 4 - PROGRESS: at 65.57% examples, 736384 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:25,612 : INFO : EPOCH 4 - PROGRESS: at 65.94% examples, 736352 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:26,612 : INFO : EPOCH 4 - PROGRESS: at 66.29% examples, 736382 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:27,612 : INFO : EPOCH 4 - PROGRESS: at 66.66% examples, 736459 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:44:28,621 : INFO : EPOCH 4 - PROGRESS: at 67.02% examples, 736421 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:29,624 : INFO : EPOCH 4 - PROGRESS: at 67.39% examples, 736409 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:30,632 : INFO : EPOCH 4 - PROGRESS: at 67.75% examples, 736385 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:31,633 : INFO : EPOCH 4 - PROGRESS: at 68.10% examples, 736410 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:32,652 : INFO : EPOCH 4 - PROGRESS: at 68.48% examples, 736398 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:33,659 : INFO : EPOCH 4 - PROGRESS: at 68.84% examples, 736378 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:34,661 : INFO : EPOCH 4 - PROGRESS: at 69.16% examples, 736381 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:35,671 : INFO : EPOCH 4 - PROGRESS: at 69.54% examples, 736369 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:36,671 : INFO : EPOCH 4 - PROGRESS: at 69.89% examples, 736407 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:37,676 : INFO : EPOCH 4 - PROGRESS: at 70.25% examples, 736360 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:38,680 : INFO : EPOCH 4 - PROGRESS: at 70.62% examples, 736389 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:39,680 : INFO : EPOCH 4 - PROGRESS: at 70.98% examples, 736382 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:40,689 : INFO : EPOCH 4 - PROGRESS: at 71.33% examples, 736369 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:44:41,694 : INFO : EPOCH 4 - PROGRESS: at 71.69% examples, 736390 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:42,697 : INFO : EPOCH 4 - PROGRESS: at 72.05% examples, 736343 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:43,697 : INFO : EPOCH 4 - PROGRESS: at 72.41% examples, 736323 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:44,708 : INFO : EPOCH 4 - PROGRESS: at 72.76% examples, 736327 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:45,712 : INFO : EPOCH 4 - PROGRESS: at 73.15% examples, 736336 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:46,714 : INFO : EPOCH 4 - PROGRESS: at 73.53% examples, 736374 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:47,718 : INFO : EPOCH 4 - PROGRESS: at 73.88% examples, 736379 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:48,719 : INFO : EPOCH 4 - PROGRESS: at 74.23% examples, 736450 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:49,726 : INFO : EPOCH 4 - PROGRESS: at 74.61% examples, 736460 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:50,731 : INFO : EPOCH 4 - PROGRESS: at 74.97% examples, 736480 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:51,739 : INFO : EPOCH 4 - PROGRESS: at 75.32% examples, 736440 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:52,741 : INFO : EPOCH 4 - PROGRESS: at 75.67% examples, 736381 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:53,743 : INFO : EPOCH 4 - PROGRESS: at 76.05% examples, 736418 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:54,758 : INFO : EPOCH 4 - PROGRESS: at 76.42% examples, 736379 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:55,774 : INFO : EPOCH 4 - PROGRESS: at 76.76% examples, 736369 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:56,780 : INFO : EPOCH 4 - PROGRESS: at 77.12% examples, 736415 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:57,789 : INFO : EPOCH 4 - PROGRESS: at 77.47% examples, 736426 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:58,792 : INFO : EPOCH 4 - PROGRESS: at 77.80% examples, 736392 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:44:59,800 : INFO : EPOCH 4 - PROGRESS: at 78.17% examples, 736248 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:45:00,801 : INFO : EPOCH 4 - PROGRESS: at 78.52% examples, 736154 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:01,804 : INFO : EPOCH 4 - PROGRESS: at 78.86% examples, 735736 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:02,805 : INFO : EPOCH 4 - PROGRESS: at 79.21% examples, 735487 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:03,806 : INFO : EPOCH 4 - PROGRESS: at 79.57% examples, 735538 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:45:04,810 : INFO : EPOCH 4 - PROGRESS: at 79.94% examples, 735542 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:05,814 : INFO : EPOCH 4 - PROGRESS: at 80.28% examples, 735587 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:06,820 : INFO : EPOCH 4 - PROGRESS: at 80.64% examples, 735565 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:07,824 : INFO : EPOCH 4 - PROGRESS: at 80.98% examples, 735514 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:08,833 : INFO : EPOCH 4 - PROGRESS: at 81.35% examples, 735573 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:09,841 : INFO : EPOCH 4 - PROGRESS: at 81.69% examples, 735580 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:10,843 : INFO : EPOCH 4 - PROGRESS: at 82.07% examples, 735613 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:45:11,844 : INFO : EPOCH 4 - PROGRESS: at 82.43% examples, 735636 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:12,846 : INFO : EPOCH 4 - PROGRESS: at 82.82% examples, 735619 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:13,856 : INFO : EPOCH 4 - PROGRESS: at 83.16% examples, 735623 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:14,862 : INFO : EPOCH 4 - PROGRESS: at 83.50% examples, 735648 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:15,863 : INFO : EPOCH 4 - PROGRESS: at 83.87% examples, 735594 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:16,867 : INFO : EPOCH 4 - PROGRESS: at 84.21% examples, 735629 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:17,872 : INFO : EPOCH 4 - PROGRESS: at 84.58% examples, 735679 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:18,883 : INFO : EPOCH 4 - PROGRESS: at 84.93% examples, 735683 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:19,892 : INFO : EPOCH 4 - PROGRESS: at 85.28% examples, 735691 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:20,922 : INFO : EPOCH 4 - PROGRESS: at 85.66% examples, 735671 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:45:21,935 : INFO : EPOCH 4 - PROGRESS: at 86.05% examples, 735687 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:22,946 : INFO : EPOCH 4 - PROGRESS: at 86.38% examples, 735697 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:23,946 : INFO : EPOCH 4 - PROGRESS: at 86.73% examples, 735706 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:24,949 : INFO : EPOCH 4 - PROGRESS: at 87.07% examples, 735733 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:25,950 : INFO : EPOCH 4 - PROGRESS: at 87.42% examples, 735763 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:26,954 : INFO : EPOCH 4 - PROGRESS: at 87.76% examples, 735740 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:27,955 : INFO : EPOCH 4 - PROGRESS: at 88.13% examples, 735768 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:28,955 : INFO : EPOCH 4 - PROGRESS: at 88.50% examples, 735751 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:29,967 : INFO : EPOCH 4 - PROGRESS: at 88.85% examples, 735748 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:30,969 : INFO : EPOCH 4 - PROGRESS: at 89.21% examples, 735761 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:31,979 : INFO : EPOCH 4 - PROGRESS: at 89.56% examples, 735767 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:32,999 : INFO : EPOCH 4 - PROGRESS: at 89.89% examples, 735759 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:34,014 : INFO : EPOCH 4 - PROGRESS: at 90.26% examples, 735804 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:35,026 : INFO : EPOCH 4 - PROGRESS: at 90.62% examples, 735789 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:36,029 : INFO : EPOCH 4 - PROGRESS: at 90.98% examples, 735790 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:37,036 : INFO : EPOCH 4 - PROGRESS: at 91.33% examples, 735803 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:38,041 : INFO : EPOCH 4 - PROGRESS: at 91.67% examples, 735800 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:39,044 : INFO : EPOCH 4 - PROGRESS: at 92.01% examples, 735781 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:45:40,044 : INFO : EPOCH 4 - PROGRESS: at 92.39% examples, 735804 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:41,057 : INFO : EPOCH 4 - PROGRESS: at 92.74% examples, 735773 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:42,058 : INFO : EPOCH 4 - PROGRESS: at 93.08% examples, 735844 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:43,066 : INFO : EPOCH 4 - PROGRESS: at 93.44% examples, 735847 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:44,071 : INFO : EPOCH 4 - PROGRESS: at 93.79% examples, 735849 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:45,089 : INFO : EPOCH 4 - PROGRESS: at 94.18% examples, 735845 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:46,098 : INFO : EPOCH 4 - PROGRESS: at 94.54% examples, 735835 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:47,107 : INFO : EPOCH 4 - PROGRESS: at 94.89% examples, 735825 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:48,117 : INFO : EPOCH 4 - PROGRESS: at 95.22% examples, 735888 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:45:49,117 : INFO : EPOCH 4 - PROGRESS: at 95.58% examples, 735910 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:50,119 : INFO : EPOCH 4 - PROGRESS: at 95.94% examples, 735868 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:45:51,122 : INFO : EPOCH 4 - PROGRESS: at 96.30% examples, 735894 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:52,131 : INFO : EPOCH 4 - PROGRESS: at 96.67% examples, 735861 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:45:53,152 : INFO : EPOCH 4 - PROGRESS: at 97.03% examples, 735899 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:54,154 : INFO : EPOCH 4 - PROGRESS: at 97.39% examples, 735925 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:55,166 : INFO : EPOCH 4 - PROGRESS: at 97.77% examples, 735923 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:56,169 : INFO : EPOCH 4 - PROGRESS: at 98.13% examples, 735946 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:57,173 : INFO : EPOCH 4 - PROGRESS: at 98.46% examples, 735949 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:58,180 : INFO : EPOCH 4 - PROGRESS: at 98.82% examples, 735954 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:45:59,186 : INFO : EPOCH 4 - PROGRESS: at 99.17% examples, 735946 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:00,190 : INFO : EPOCH 4 - PROGRESS: at 99.52% examples, 736002 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:01,194 : INFO : EPOCH 4 - PROGRESS: at 99.85% examples, 736042 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:01,581 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 20:46:01,585 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 20:46:01,586 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 20:46:01,600 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 20:46:01,601 : INFO : EPOCH - 4 : training on 267492176 raw words (207743978 effective words) took 282.2s, 736064 effective words/s
2020-07-23 20:46:02,605 : INFO : EPOCH 5 - PROGRESS: at 0.33% examples, 715746 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:03,626 : INFO : EPOCH 5 - PROGRESS: at 0.67% examples, 726183 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:46:04,640 : INFO : EPOCH 5 - PROGRESS: at 1.04% examples, 731032 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:05,644 : INFO : EPOCH 5 - PROGRESS: at 1.39% examples, 733794 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:06,658 : INFO : EPOCH 5 - PROGRESS: at 1.75% examples, 733935 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:07,658 : INFO : EPOCH 5 - PROGRESS: at 2.09% examples, 735471 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:08,672 : INFO : EPOCH 5 - PROGRESS: at 2.44% examples, 733926 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:09,679 : INFO : EPOCH 5 - PROGRESS: at 2.81% examples, 734756 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:10,689 : INFO : EPOCH 5 - PROGRESS: at 3.16% examples, 735577 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:11,704 : INFO : EPOCH 5 - PROGRESS: at 3.53% examples, 735753 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:46:12,705 : INFO : EPOCH 5 - PROGRESS: at 3.86% examples, 735225 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:46:13,706 : INFO : EPOCH 5 - PROGRESS: at 4.23% examples, 735438 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:14,709 : INFO : EPOCH 5 - PROGRESS: at 4.56% examples, 735799 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:15,712 : INFO : EPOCH 5 - PROGRESS: at 4.92% examples, 736032 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:16,716 : INFO : EPOCH 5 - PROGRESS: at 5.30% examples, 735219 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:17,717 : INFO : EPOCH 5 - PROGRESS: at 5.67% examples, 735005 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:18,721 : INFO : EPOCH 5 - PROGRESS: at 6.04% examples, 735500 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:46:19,724 : INFO : EPOCH 5 - PROGRESS: at 6.37% examples, 735722 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:20,726 : INFO : EPOCH 5 - PROGRESS: at 6.73% examples, 735823 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:21,728 : INFO : EPOCH 5 - PROGRESS: at 7.09% examples, 735471 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:22,731 : INFO : EPOCH 5 - PROGRESS: at 7.45% examples, 735571 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:23,740 : INFO : EPOCH 5 - PROGRESS: at 7.79% examples, 735587 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:24,743 : INFO : EPOCH 5 - PROGRESS: at 8.14% examples, 735526 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:25,743 : INFO : EPOCH 5 - PROGRESS: at 8.49% examples, 735822 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:26,753 : INFO : EPOCH 5 - PROGRESS: at 8.85% examples, 735764 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:27,757 : INFO : EPOCH 5 - PROGRESS: at 9.20% examples, 736144 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:28,760 : INFO : EPOCH 5 - PROGRESS: at 9.57% examples, 736421 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:29,777 : INFO : EPOCH 5 - PROGRESS: at 9.95% examples, 735710 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:30,787 : INFO : EPOCH 5 - PROGRESS: at 10.34% examples, 735775 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:31,790 : INFO : EPOCH 5 - PROGRESS: at 10.69% examples, 735774 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:32,791 : INFO : EPOCH 5 - PROGRESS: at 11.05% examples, 735881 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:33,792 : INFO : EPOCH 5 - PROGRESS: at 11.40% examples, 735368 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:34,803 : INFO : EPOCH 5 - PROGRESS: at 11.77% examples, 735142 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:35,808 : INFO : EPOCH 5 - PROGRESS: at 12.13% examples, 735330 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:36,816 : INFO : EPOCH 5 - PROGRESS: at 12.50% examples, 735287 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:37,821 : INFO : EPOCH 5 - PROGRESS: at 12.87% examples, 735469 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:38,828 : INFO : EPOCH 5 - PROGRESS: at 13.22% examples, 735536 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:39,830 : INFO : EPOCH 5 - PROGRESS: at 13.57% examples, 735819 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:40,831 : INFO : EPOCH 5 - PROGRESS: at 13.94% examples, 735875 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:41,838 : INFO : EPOCH 5 - PROGRESS: at 14.29% examples, 736021 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:42,846 : INFO : EPOCH 5 - PROGRESS: at 14.65% examples, 735878 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:43,861 : INFO : EPOCH 5 - PROGRESS: at 15.03% examples, 735741 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:44,871 : INFO : EPOCH 5 - PROGRESS: at 15.35% examples, 735980 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:45,873 : INFO : EPOCH 5 - PROGRESS: at 15.69% examples, 736060 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:46:46,877 : INFO : EPOCH 5 - PROGRESS: at 16.05% examples, 736182 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:47,877 : INFO : EPOCH 5 - PROGRESS: at 16.40% examples, 735989 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:48,886 : INFO : EPOCH 5 - PROGRESS: at 16.74% examples, 735894 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:49,890 : INFO : EPOCH 5 - PROGRESS: at 17.10% examples, 736133 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:50,890 : INFO : EPOCH 5 - PROGRESS: at 17.44% examples, 735830 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:46:51,903 : INFO : EPOCH 5 - PROGRESS: at 17.80% examples, 735986 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:52,908 : INFO : EPOCH 5 - PROGRESS: at 18.15% examples, 736042 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:53,921 : INFO : EPOCH 5 - PROGRESS: at 18.52% examples, 736039 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:54,923 : INFO : EPOCH 5 - PROGRESS: at 18.83% examples, 736061 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:55,927 : INFO : EPOCH 5 - PROGRESS: at 19.17% examples, 736219 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:56,935 : INFO : EPOCH 5 - PROGRESS: at 19.52% examples, 736336 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:57,938 : INFO : EPOCH 5 - PROGRESS: at 19.90% examples, 736349 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:58,955 : INFO : EPOCH 5 - PROGRESS: at 20.28% examples, 736204 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:46:59,963 : INFO : EPOCH 5 - PROGRESS: at 20.62% examples, 736271 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:00,966 : INFO : EPOCH 5 - PROGRESS: at 20.94% examples, 736369 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:01,971 : INFO : EPOCH 5 - PROGRESS: at 21.30% examples, 736407 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:02,972 : INFO : EPOCH 5 - PROGRESS: at 21.66% examples, 736571 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:03,992 : INFO : EPOCH 5 - PROGRESS: at 22.02% examples, 736501 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:04,998 : INFO : EPOCH 5 - PROGRESS: at 22.37% examples, 736709 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:06,000 : INFO : EPOCH 5 - PROGRESS: at 22.72% examples, 736609 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:07,006 : INFO : EPOCH 5 - PROGRESS: at 23.08% examples, 736675 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:08,007 : INFO : EPOCH 5 - PROGRESS: at 23.44% examples, 736738 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:09,007 : INFO : EPOCH 5 - PROGRESS: at 23.80% examples, 736650 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:10,010 : INFO : EPOCH 5 - PROGRESS: at 24.20% examples, 736687 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:11,018 : INFO : EPOCH 5 - PROGRESS: at 24.57% examples, 736486 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:12,020 : INFO : EPOCH 5 - PROGRESS: at 24.93% examples, 736375 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:13,025 : INFO : EPOCH 5 - PROGRESS: at 25.28% examples, 736398 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:47:14,027 : INFO : EPOCH 5 - PROGRESS: at 25.61% examples, 736536 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:15,034 : INFO : EPOCH 5 - PROGRESS: at 25.97% examples, 736592 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:47:16,034 : INFO : EPOCH 5 - PROGRESS: at 26.34% examples, 736600 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:17,042 : INFO : EPOCH 5 - PROGRESS: at 26.69% examples, 736606 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:18,044 : INFO : EPOCH 5 - PROGRESS: at 27.06% examples, 736765 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:19,052 : INFO : EPOCH 5 - PROGRESS: at 27.41% examples, 736734 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:20,069 : INFO : EPOCH 5 - PROGRESS: at 27.76% examples, 736709 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:21,081 : INFO : EPOCH 5 - PROGRESS: at 28.12% examples, 736643 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:22,085 : INFO : EPOCH 5 - PROGRESS: at 28.50% examples, 736689 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:23,087 : INFO : EPOCH 5 - PROGRESS: at 28.83% examples, 736598 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:24,097 : INFO : EPOCH 5 - PROGRESS: at 29.19% examples, 736620 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:25,110 : INFO : EPOCH 5 - PROGRESS: at 29.53% examples, 736563 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:26,112 : INFO : EPOCH 5 - PROGRESS: at 29.87% examples, 736675 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:27,129 : INFO : EPOCH 5 - PROGRESS: at 30.21% examples, 736596 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:28,143 : INFO : EPOCH 5 - PROGRESS: at 30.57% examples, 736545 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:29,157 : INFO : EPOCH 5 - PROGRESS: at 30.93% examples, 736551 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:30,164 : INFO : EPOCH 5 - PROGRESS: at 31.31% examples, 736643 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:31,168 : INFO : EPOCH 5 - PROGRESS: at 31.68% examples, 736597 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:32,174 : INFO : EPOCH 5 - PROGRESS: at 32.01% examples, 736467 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:33,180 : INFO : EPOCH 5 - PROGRESS: at 32.38% examples, 736591 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:34,192 : INFO : EPOCH 5 - PROGRESS: at 32.74% examples, 736633 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:35,194 : INFO : EPOCH 5 - PROGRESS: at 33.09% examples, 736658 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:36,195 : INFO : EPOCH 5 - PROGRESS: at 33.45% examples, 736655 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:37,213 : INFO : EPOCH 5 - PROGRESS: at 33.81% examples, 736563 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:38,215 : INFO : EPOCH 5 - PROGRESS: at 34.17% examples, 736652 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:39,218 : INFO : EPOCH 5 - PROGRESS: at 34.52% examples, 736468 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:40,221 : INFO : EPOCH 5 - PROGRESS: at 34.85% examples, 736284 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:41,239 : INFO : EPOCH 5 - PROGRESS: at 35.17% examples, 735720 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:42,249 : INFO : EPOCH 5 - PROGRESS: at 35.48% examples, 734760 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:43,252 : INFO : EPOCH 5 - PROGRESS: at 35.84% examples, 734822 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:44,254 : INFO : EPOCH 5 - PROGRESS: at 36.20% examples, 734767 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:45,257 : INFO : EPOCH 5 - PROGRESS: at 36.54% examples, 734915 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:46,270 : INFO : EPOCH 5 - PROGRESS: at 36.88% examples, 734885 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:47,279 : INFO : EPOCH 5 - PROGRESS: at 37.23% examples, 735006 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:48,290 : INFO : EPOCH 5 - PROGRESS: at 37.62% examples, 735017 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:49,295 : INFO : EPOCH 5 - PROGRESS: at 37.98% examples, 734991 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:50,301 : INFO : EPOCH 5 - PROGRESS: at 38.34% examples, 735033 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:47:51,315 : INFO : EPOCH 5 - PROGRESS: at 38.72% examples, 734928 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:52,326 : INFO : EPOCH 5 - PROGRESS: at 39.10% examples, 734989 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:53,330 : INFO : EPOCH 5 - PROGRESS: at 39.46% examples, 735013 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:54,351 : INFO : EPOCH 5 - PROGRESS: at 39.80% examples, 734970 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:55,365 : INFO : EPOCH 5 - PROGRESS: at 40.16% examples, 735098 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:56,366 : INFO : EPOCH 5 - PROGRESS: at 40.52% examples, 735174 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:57,369 : INFO : EPOCH 5 - PROGRESS: at 40.87% examples, 735173 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:58,374 : INFO : EPOCH 5 - PROGRESS: at 41.22% examples, 735137 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:47:59,376 : INFO : EPOCH 5 - PROGRESS: at 41.57% examples, 735160 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:00,389 : INFO : EPOCH 5 - PROGRESS: at 41.95% examples, 735091 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:01,396 : INFO : EPOCH 5 - PROGRESS: at 42.30% examples, 735039 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:02,396 : INFO : EPOCH 5 - PROGRESS: at 42.66% examples, 735174 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:03,406 : INFO : EPOCH 5 - PROGRESS: at 43.02% examples, 735264 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:04,424 : INFO : EPOCH 5 - PROGRESS: at 43.37% examples, 735297 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:05,433 : INFO : EPOCH 5 - PROGRESS: at 43.73% examples, 735326 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:06,446 : INFO : EPOCH 5 - PROGRESS: at 44.11% examples, 735296 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:07,451 : INFO : EPOCH 5 - PROGRESS: at 44.47% examples, 735341 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:08,453 : INFO : EPOCH 5 - PROGRESS: at 44.80% examples, 735415 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:09,457 : INFO : EPOCH 5 - PROGRESS: at 45.16% examples, 735437 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:10,457 : INFO : EPOCH 5 - PROGRESS: at 45.53% examples, 735412 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:11,460 : INFO : EPOCH 5 - PROGRESS: at 45.88% examples, 735406 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:12,470 : INFO : EPOCH 5 - PROGRESS: at 46.22% examples, 735461 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:13,476 : INFO : EPOCH 5 - PROGRESS: at 46.59% examples, 735496 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:14,490 : INFO : EPOCH 5 - PROGRESS: at 46.96% examples, 735406 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:15,495 : INFO : EPOCH 5 - PROGRESS: at 47.31% examples, 735438 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:16,503 : INFO : EPOCH 5 - PROGRESS: at 47.66% examples, 735423 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:17,505 : INFO : EPOCH 5 - PROGRESS: at 48.02% examples, 735368 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:18,515 : INFO : EPOCH 5 - PROGRESS: at 48.39% examples, 735417 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:19,515 : INFO : EPOCH 5 - PROGRESS: at 48.74% examples, 735532 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:20,518 : INFO : EPOCH 5 - PROGRESS: at 49.07% examples, 735646 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:21,518 : INFO : EPOCH 5 - PROGRESS: at 49.43% examples, 735599 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:22,525 : INFO : EPOCH 5 - PROGRESS: at 49.77% examples, 735570 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:23,539 : INFO : EPOCH 5 - PROGRESS: at 50.13% examples, 735587 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:24,547 : INFO : EPOCH 5 - PROGRESS: at 50.48% examples, 735618 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:25,560 : INFO : EPOCH 5 - PROGRESS: at 50.80% examples, 735600 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:48:26,579 : INFO : EPOCH 5 - PROGRESS: at 51.17% examples, 735603 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:27,582 : INFO : EPOCH 5 - PROGRESS: at 51.50% examples, 735667 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:28,583 : INFO : EPOCH 5 - PROGRESS: at 51.84% examples, 735786 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:29,590 : INFO : EPOCH 5 - PROGRESS: at 52.19% examples, 735798 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:30,596 : INFO : EPOCH 5 - PROGRESS: at 52.58% examples, 735737 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:31,603 : INFO : EPOCH 5 - PROGRESS: at 52.95% examples, 735711 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:32,628 : INFO : EPOCH 5 - PROGRESS: at 53.31% examples, 735678 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:33,632 : INFO : EPOCH 5 - PROGRESS: at 53.69% examples, 735711 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:34,640 : INFO : EPOCH 5 - PROGRESS: at 54.05% examples, 735759 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:35,641 : INFO : EPOCH 5 - PROGRESS: at 54.41% examples, 735786 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:36,643 : INFO : EPOCH 5 - PROGRESS: at 54.77% examples, 735826 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:37,651 : INFO : EPOCH 5 - PROGRESS: at 55.11% examples, 735874 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:38,670 : INFO : EPOCH 5 - PROGRESS: at 55.45% examples, 735869 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:39,683 : INFO : EPOCH 5 - PROGRESS: at 55.80% examples, 735870 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:48:40,699 : INFO : EPOCH 5 - PROGRESS: at 56.17% examples, 735863 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:41,712 : INFO : EPOCH 5 - PROGRESS: at 56.53% examples, 735925 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:42,722 : INFO : EPOCH 5 - PROGRESS: at 56.90% examples, 735942 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:43,729 : INFO : EPOCH 5 - PROGRESS: at 57.27% examples, 735928 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:44,734 : INFO : EPOCH 5 - PROGRESS: at 57.61% examples, 735979 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:45,740 : INFO : EPOCH 5 - PROGRESS: at 57.94% examples, 736009 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:46,759 : INFO : EPOCH 5 - PROGRESS: at 58.31% examples, 735972 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:47,760 : INFO : EPOCH 5 - PROGRESS: at 58.69% examples, 736036 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:48,771 : INFO : EPOCH 5 - PROGRESS: at 59.04% examples, 736061 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:49,791 : INFO : EPOCH 5 - PROGRESS: at 59.39% examples, 736088 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:50,798 : INFO : EPOCH 5 - PROGRESS: at 59.77% examples, 736159 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:51,808 : INFO : EPOCH 5 - PROGRESS: at 60.13% examples, 736084 words/s, in_qsize 7, out_qsize 1
2020-07-23 20:48:52,818 : INFO : EPOCH 5 - PROGRESS: at 60.49% examples, 736167 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:53,849 : INFO : EPOCH 5 - PROGRESS: at 60.88% examples, 736091 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:54,856 : INFO : EPOCH 5 - PROGRESS: at 61.26% examples, 736115 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:55,871 : INFO : EPOCH 5 - PROGRESS: at 61.61% examples, 736107 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:56,878 : INFO : EPOCH 5 - PROGRESS: at 62.01% examples, 736079 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:57,882 : INFO : EPOCH 5 - PROGRESS: at 62.37% examples, 736065 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:58,891 : INFO : EPOCH 5 - PROGRESS: at 62.76% examples, 736057 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:48:59,894 : INFO : EPOCH 5 - PROGRESS: at 63.13% examples, 736036 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:00,898 : INFO : EPOCH 5 - PROGRESS: at 63.46% examples, 736004 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:01,908 : INFO : EPOCH 5 - PROGRESS: at 63.81% examples, 735994 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:02,916 : INFO : EPOCH 5 - PROGRESS: at 64.16% examples, 735993 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:03,931 : INFO : EPOCH 5 - PROGRESS: at 64.50% examples, 736030 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:04,934 : INFO : EPOCH 5 - PROGRESS: at 64.85% examples, 736023 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:05,942 : INFO : EPOCH 5 - PROGRESS: at 65.22% examples, 736002 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:06,956 : INFO : EPOCH 5 - PROGRESS: at 65.57% examples, 735958 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:07,961 : INFO : EPOCH 5 - PROGRESS: at 65.94% examples, 735959 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:08,970 : INFO : EPOCH 5 - PROGRESS: at 66.29% examples, 735923 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:09,977 : INFO : EPOCH 5 - PROGRESS: at 66.66% examples, 735974 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:10,978 : INFO : EPOCH 5 - PROGRESS: at 67.02% examples, 735969 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:11,985 : INFO : EPOCH 5 - PROGRESS: at 67.39% examples, 735944 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:12,986 : INFO : EPOCH 5 - PROGRESS: at 67.75% examples, 735945 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:13,987 : INFO : EPOCH 5 - PROGRESS: at 68.10% examples, 735986 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:14,989 : INFO : EPOCH 5 - PROGRESS: at 68.47% examples, 735993 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:16,000 : INFO : EPOCH 5 - PROGRESS: at 68.84% examples, 735924 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:17,008 : INFO : EPOCH 5 - PROGRESS: at 69.16% examples, 735978 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:18,020 : INFO : EPOCH 5 - PROGRESS: at 69.54% examples, 735960 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:19,020 : INFO : EPOCH 5 - PROGRESS: at 69.90% examples, 736035 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:20,027 : INFO : EPOCH 5 - PROGRESS: at 70.25% examples, 735998 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:21,033 : INFO : EPOCH 5 - PROGRESS: at 70.63% examples, 736001 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:22,036 : INFO : EPOCH 5 - PROGRESS: at 70.99% examples, 736064 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:23,039 : INFO : EPOCH 5 - PROGRESS: at 71.34% examples, 736089 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:24,042 : INFO : EPOCH 5 - PROGRESS: at 71.69% examples, 736067 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:25,042 : INFO : EPOCH 5 - PROGRESS: at 72.06% examples, 736070 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:26,043 : INFO : EPOCH 5 - PROGRESS: at 72.42% examples, 736063 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:27,058 : INFO : EPOCH 5 - PROGRESS: at 72.77% examples, 736038 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:28,060 : INFO : EPOCH 5 - PROGRESS: at 73.16% examples, 736055 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:29,070 : INFO : EPOCH 5 - PROGRESS: at 73.54% examples, 736044 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:30,070 : INFO : EPOCH 5 - PROGRESS: at 73.89% examples, 736076 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:31,085 : INFO : EPOCH 5 - PROGRESS: at 74.23% examples, 736047 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:32,090 : INFO : EPOCH 5 - PROGRESS: at 74.61% examples, 736025 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:33,099 : INFO : EPOCH 5 - PROGRESS: at 74.98% examples, 736070 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:34,101 : INFO : EPOCH 5 - PROGRESS: at 75.32% examples, 736064 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:35,117 : INFO : EPOCH 5 - PROGRESS: at 75.69% examples, 736018 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:36,121 : INFO : EPOCH 5 - PROGRESS: at 76.05% examples, 736017 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:49:37,121 : INFO : EPOCH 5 - PROGRESS: at 76.43% examples, 736025 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:38,122 : INFO : EPOCH 5 - PROGRESS: at 76.77% examples, 736072 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:39,126 : INFO : EPOCH 5 - PROGRESS: at 77.12% examples, 736052 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:40,128 : INFO : EPOCH 5 - PROGRESS: at 77.46% examples, 736058 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:41,135 : INFO : EPOCH 5 - PROGRESS: at 77.80% examples, 736081 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:42,147 : INFO : EPOCH 5 - PROGRESS: at 78.18% examples, 736017 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:49:43,153 : INFO : EPOCH 5 - PROGRESS: at 78.55% examples, 736015 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:49:44,156 : INFO : EPOCH 5 - PROGRESS: at 78.92% examples, 736008 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:45,161 : INFO : EPOCH 5 - PROGRESS: at 79.31% examples, 735981 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:46,169 : INFO : EPOCH 5 - PROGRESS: at 79.66% examples, 735973 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:47,192 : INFO : EPOCH 5 - PROGRESS: at 80.02% examples, 735909 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:48,194 : INFO : EPOCH 5 - PROGRESS: at 80.36% examples, 735956 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:49,199 : INFO : EPOCH 5 - PROGRESS: at 80.71% examples, 735972 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:50,199 : INFO : EPOCH 5 - PROGRESS: at 81.08% examples, 736030 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:51,226 : INFO : EPOCH 5 - PROGRESS: at 81.45% examples, 735945 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:52,230 : INFO : EPOCH 5 - PROGRESS: at 81.78% examples, 736006 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:53,232 : INFO : EPOCH 5 - PROGRESS: at 82.17% examples, 736000 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:54,234 : INFO : EPOCH 5 - PROGRESS: at 82.54% examples, 736038 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:55,243 : INFO : EPOCH 5 - PROGRESS: at 82.92% examples, 736035 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:56,247 : INFO : EPOCH 5 - PROGRESS: at 83.26% examples, 736058 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:57,264 : INFO : EPOCH 5 - PROGRESS: at 83.62% examples, 736034 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:58,265 : INFO : EPOCH 5 - PROGRESS: at 83.97% examples, 736030 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:49:59,278 : INFO : EPOCH 5 - PROGRESS: at 84.32% examples, 736067 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:00,285 : INFO : EPOCH 5 - PROGRESS: at 84.69% examples, 736010 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:01,288 : INFO : EPOCH 5 - PROGRESS: at 85.02% examples, 736076 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:02,303 : INFO : EPOCH 5 - PROGRESS: at 85.38% examples, 736036 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:03,330 : INFO : EPOCH 5 - PROGRESS: at 85.77% examples, 736053 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:04,340 : INFO : EPOCH 5 - PROGRESS: at 86.15% examples, 736070 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:05,348 : INFO : EPOCH 5 - PROGRESS: at 86.47% examples, 736082 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:06,350 : INFO : EPOCH 5 - PROGRESS: at 86.82% examples, 736068 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:07,367 : INFO : EPOCH 5 - PROGRESS: at 87.17% examples, 736079 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:08,368 : INFO : EPOCH 5 - PROGRESS: at 87.54% examples, 736071 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:09,373 : INFO : EPOCH 5 - PROGRESS: at 87.86% examples, 736060 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:10,385 : INFO : EPOCH 5 - PROGRESS: at 88.25% examples, 736060 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:11,387 : INFO : EPOCH 5 - PROGRESS: at 88.59% examples, 736033 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:12,388 : INFO : EPOCH 5 - PROGRESS: at 88.95% examples, 736074 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:13,409 : INFO : EPOCH 5 - PROGRESS: at 89.30% examples, 736058 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:14,412 : INFO : EPOCH 5 - PROGRESS: at 89.65% examples, 736060 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:15,420 : INFO : EPOCH 5 - PROGRESS: at 90.00% examples, 736045 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:16,424 : INFO : EPOCH 5 - PROGRESS: at 90.34% examples, 736048 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:50:17,428 : INFO : EPOCH 5 - PROGRESS: at 90.73% examples, 736068 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:18,434 : INFO : EPOCH 5 - PROGRESS: at 91.05% examples, 736026 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:19,437 : INFO : EPOCH 5 - PROGRESS: at 91.40% examples, 735923 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:20,442 : INFO : EPOCH 5 - PROGRESS: at 91.74% examples, 735930 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:21,461 : INFO : EPOCH 5 - PROGRESS: at 92.10% examples, 735892 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:22,473 : INFO : EPOCH 5 - PROGRESS: at 92.46% examples, 735870 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:23,482 : INFO : EPOCH 5 - PROGRESS: at 92.81% examples, 735803 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:24,498 : INFO : EPOCH 5 - PROGRESS: at 93.15% examples, 735798 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:25,503 : INFO : EPOCH 5 - PROGRESS: at 93.51% examples, 735791 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:26,512 : INFO : EPOCH 5 - PROGRESS: at 93.84% examples, 735666 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:27,517 : INFO : EPOCH 5 - PROGRESS: at 94.17% examples, 735272 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:28,525 : INFO : EPOCH 5 - PROGRESS: at 94.52% examples, 735221 words/s, in_qsize 7, out_qsize 1
2020-07-23 20:50:29,525 : INFO : EPOCH 5 - PROGRESS: at 94.88% examples, 735231 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:30,534 : INFO : EPOCH 5 - PROGRESS: at 95.21% examples, 735283 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:31,537 : INFO : EPOCH 5 - PROGRESS: at 95.57% examples, 735292 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:32,542 : INFO : EPOCH 5 - PROGRESS: at 95.92% examples, 735277 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:33,544 : INFO : EPOCH 5 - PROGRESS: at 96.28% examples, 735270 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:50:34,549 : INFO : EPOCH 5 - PROGRESS: at 96.66% examples, 735235 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:50:35,561 : INFO : EPOCH 5 - PROGRESS: at 97.00% examples, 735249 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:36,567 : INFO : EPOCH 5 - PROGRESS: at 97.36% examples, 735276 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:37,578 : INFO : EPOCH 5 - PROGRESS: at 97.75% examples, 735245 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:38,585 : INFO : EPOCH 5 - PROGRESS: at 98.11% examples, 735286 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:39,600 : INFO : EPOCH 5 - PROGRESS: at 98.43% examples, 735267 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:40,601 : INFO : EPOCH 5 - PROGRESS: at 98.80% examples, 735311 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:41,601 : INFO : EPOCH 5 - PROGRESS: at 99.15% examples, 735349 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:42,610 : INFO : EPOCH 5 - PROGRESS: at 99.50% examples, 735356 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:43,619 : INFO : EPOCH 5 - PROGRESS: at 99.83% examples, 735409 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:44,069 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 20:50:44,071 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 20:50:44,075 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 20:50:44,080 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 20:50:44,080 : INFO : EPOCH - 5 : training on 267492176 raw words (207745429 effective words) took 282.5s, 735445 effective words/s
2020-07-23 20:50:45,093 : INFO : EPOCH 6 - PROGRESS: at 0.34% examples, 724717 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:46,101 : INFO : EPOCH 6 - PROGRESS: at 0.67% examples, 732292 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:47,103 : INFO : EPOCH 6 - PROGRESS: at 1.04% examples, 734609 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:48,120 : INFO : EPOCH 6 - PROGRESS: at 1.39% examples, 736139 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:49,136 : INFO : EPOCH 6 - PROGRESS: at 1.76% examples, 735552 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:50,143 : INFO : EPOCH 6 - PROGRESS: at 2.11% examples, 738188 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:51,144 : INFO : EPOCH 6 - PROGRESS: at 2.45% examples, 738380 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:52,159 : INFO : EPOCH 6 - PROGRESS: at 2.82% examples, 738411 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:53,161 : INFO : EPOCH 6 - PROGRESS: at 3.16% examples, 737745 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:54,169 : INFO : EPOCH 6 - PROGRESS: at 3.54% examples, 737967 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:55,185 : INFO : EPOCH 6 - PROGRESS: at 3.88% examples, 737733 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:56,186 : INFO : EPOCH 6 - PROGRESS: at 4.24% examples, 737876 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:57,202 : INFO : EPOCH 6 - PROGRESS: at 4.59% examples, 738541 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:58,210 : INFO : EPOCH 6 - PROGRESS: at 4.95% examples, 738472 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:50:59,218 : INFO : EPOCH 6 - PROGRESS: at 5.33% examples, 738079 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:00,232 : INFO : EPOCH 6 - PROGRESS: at 5.71% examples, 737343 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:01,241 : INFO : EPOCH 6 - PROGRESS: at 6.07% examples, 737591 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:02,245 : INFO : EPOCH 6 - PROGRESS: at 6.40% examples, 738004 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:51:03,247 : INFO : EPOCH 6 - PROGRESS: at 6.77% examples, 738019 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:04,252 : INFO : EPOCH 6 - PROGRESS: at 7.13% examples, 737680 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:51:05,259 : INFO : EPOCH 6 - PROGRESS: at 7.48% examples, 737812 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:06,261 : INFO : EPOCH 6 - PROGRESS: at 7.83% examples, 737803 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:07,265 : INFO : EPOCH 6 - PROGRESS: at 8.19% examples, 737936 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:08,278 : INFO : EPOCH 6 - PROGRESS: at 8.54% examples, 737944 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:09,289 : INFO : EPOCH 6 - PROGRESS: at 8.91% examples, 738041 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:51:10,293 : INFO : EPOCH 6 - PROGRESS: at 9.25% examples, 738098 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:11,299 : INFO : EPOCH 6 - PROGRESS: at 9.62% examples, 738264 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:12,317 : INFO : EPOCH 6 - PROGRESS: at 10.01% examples, 738182 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:13,323 : INFO : EPOCH 6 - PROGRESS: at 10.40% examples, 738038 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:14,324 : INFO : EPOCH 6 - PROGRESS: at 10.75% examples, 738650 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:15,324 : INFO : EPOCH 6 - PROGRESS: at 11.11% examples, 738263 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:16,328 : INFO : EPOCH 6 - PROGRESS: at 11.47% examples, 738486 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:17,329 : INFO : EPOCH 6 - PROGRESS: at 11.85% examples, 738518 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:18,331 : INFO : EPOCH 6 - PROGRESS: at 12.20% examples, 738590 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:19,332 : INFO : EPOCH 6 - PROGRESS: at 12.57% examples, 738801 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:20,355 : INFO : EPOCH 6 - PROGRESS: at 12.93% examples, 738581 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:21,368 : INFO : EPOCH 6 - PROGRESS: at 13.30% examples, 738831 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:22,369 : INFO : EPOCH 6 - PROGRESS: at 13.64% examples, 738627 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:23,381 : INFO : EPOCH 6 - PROGRESS: at 14.02% examples, 738549 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:24,399 : INFO : EPOCH 6 - PROGRESS: at 14.37% examples, 738451 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:25,400 : INFO : EPOCH 6 - PROGRESS: at 14.73% examples, 738647 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:26,406 : INFO : EPOCH 6 - PROGRESS: at 15.10% examples, 738459 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:27,426 : INFO : EPOCH 6 - PROGRESS: at 15.44% examples, 738484 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:28,434 : INFO : EPOCH 6 - PROGRESS: at 15.77% examples, 738518 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:29,447 : INFO : EPOCH 6 - PROGRESS: at 16.12% examples, 738594 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:30,457 : INFO : EPOCH 6 - PROGRESS: at 16.50% examples, 738576 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:31,466 : INFO : EPOCH 6 - PROGRESS: at 16.83% examples, 738725 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:32,466 : INFO : EPOCH 6 - PROGRESS: at 17.19% examples, 738768 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:33,467 : INFO : EPOCH 6 - PROGRESS: at 17.54% examples, 738866 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:34,483 : INFO : EPOCH 6 - PROGRESS: at 17.89% examples, 738684 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:35,495 : INFO : EPOCH 6 - PROGRESS: at 18.28% examples, 738715 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:36,496 : INFO : EPOCH 6 - PROGRESS: at 18.60% examples, 738866 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:37,507 : INFO : EPOCH 6 - PROGRESS: at 18.95% examples, 738829 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:38,516 : INFO : EPOCH 6 - PROGRESS: at 19.27% examples, 738969 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:39,516 : INFO : EPOCH 6 - PROGRESS: at 19.63% examples, 739126 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:40,520 : INFO : EPOCH 6 - PROGRESS: at 20.02% examples, 738932 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:41,527 : INFO : EPOCH 6 - PROGRESS: at 20.38% examples, 738943 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:42,537 : INFO : EPOCH 6 - PROGRESS: at 20.72% examples, 739041 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:43,541 : INFO : EPOCH 6 - PROGRESS: at 21.06% examples, 738990 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:44,541 : INFO : EPOCH 6 - PROGRESS: at 21.40% examples, 739079 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:45,570 : INFO : EPOCH 6 - PROGRESS: at 21.77% examples, 739004 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:46,581 : INFO : EPOCH 6 - PROGRESS: at 22.13% examples, 739060 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:51:47,585 : INFO : EPOCH 6 - PROGRESS: at 22.48% examples, 738975 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:48,598 : INFO : EPOCH 6 - PROGRESS: at 22.85% examples, 739020 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:49,603 : INFO : EPOCH 6 - PROGRESS: at 23.21% examples, 739176 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:50,609 : INFO : EPOCH 6 - PROGRESS: at 23.57% examples, 739076 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:51,630 : INFO : EPOCH 6 - PROGRESS: at 23.93% examples, 739007 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:52,641 : INFO : EPOCH 6 - PROGRESS: at 24.33% examples, 738986 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:53,659 : INFO : EPOCH 6 - PROGRESS: at 24.72% examples, 738782 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:54,665 : INFO : EPOCH 6 - PROGRESS: at 25.06% examples, 738792 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:55,674 : INFO : EPOCH 6 - PROGRESS: at 25.40% examples, 738784 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:56,677 : INFO : EPOCH 6 - PROGRESS: at 25.75% examples, 738844 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:57,690 : INFO : EPOCH 6 - PROGRESS: at 26.11% examples, 738908 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:51:58,692 : INFO : EPOCH 6 - PROGRESS: at 26.48% examples, 738778 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:51:59,703 : INFO : EPOCH 6 - PROGRESS: at 26.84% examples, 738985 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:00,704 : INFO : EPOCH 6 - PROGRESS: at 27.20% examples, 738932 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:01,714 : INFO : EPOCH 6 - PROGRESS: at 27.55% examples, 739010 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:02,721 : INFO : EPOCH 6 - PROGRESS: at 27.90% examples, 739084 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:03,742 : INFO : EPOCH 6 - PROGRESS: at 28.29% examples, 738994 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:04,742 : INFO : EPOCH 6 - PROGRESS: at 28.64% examples, 739223 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:05,755 : INFO : EPOCH 6 - PROGRESS: at 29.01% examples, 739249 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:06,759 : INFO : EPOCH 6 - PROGRESS: at 29.36% examples, 739190 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:07,762 : INFO : EPOCH 6 - PROGRESS: at 29.68% examples, 739376 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:08,769 : INFO : EPOCH 6 - PROGRESS: at 30.04% examples, 739427 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:09,778 : INFO : EPOCH 6 - PROGRESS: at 30.38% examples, 739418 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:10,780 : INFO : EPOCH 6 - PROGRESS: at 30.73% examples, 739457 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:11,781 : INFO : EPOCH 6 - PROGRESS: at 31.11% examples, 739438 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:12,787 : INFO : EPOCH 6 - PROGRESS: at 31.48% examples, 739252 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:13,792 : INFO : EPOCH 6 - PROGRESS: at 31.85% examples, 739315 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:52:14,810 : INFO : EPOCH 6 - PROGRESS: at 32.20% examples, 739202 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:15,811 : INFO : EPOCH 6 - PROGRESS: at 32.55% examples, 739414 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:16,813 : INFO : EPOCH 6 - PROGRESS: at 32.92% examples, 739277 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:17,814 : INFO : EPOCH 6 - PROGRESS: at 33.27% examples, 739263 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:18,815 : INFO : EPOCH 6 - PROGRESS: at 33.62% examples, 739324 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:19,817 : INFO : EPOCH 6 - PROGRESS: at 33.98% examples, 739282 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:20,817 : INFO : EPOCH 6 - PROGRESS: at 34.34% examples, 739224 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:21,823 : INFO : EPOCH 6 - PROGRESS: at 34.70% examples, 739365 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:22,826 : INFO : EPOCH 6 - PROGRESS: at 35.04% examples, 739420 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:23,829 : INFO : EPOCH 6 - PROGRESS: at 35.39% examples, 739421 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:24,837 : INFO : EPOCH 6 - PROGRESS: at 35.76% examples, 739486 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:52:25,839 : INFO : EPOCH 6 - PROGRESS: at 36.11% examples, 739449 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:26,845 : INFO : EPOCH 6 - PROGRESS: at 36.47% examples, 739535 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:27,860 : INFO : EPOCH 6 - PROGRESS: at 36.81% examples, 739526 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:28,874 : INFO : EPOCH 6 - PROGRESS: at 37.15% examples, 739567 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:29,887 : INFO : EPOCH 6 - PROGRESS: at 37.53% examples, 739545 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:30,891 : INFO : EPOCH 6 - PROGRESS: at 37.90% examples, 739536 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:31,900 : INFO : EPOCH 6 - PROGRESS: at 38.26% examples, 739534 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:32,906 : INFO : EPOCH 6 - PROGRESS: at 38.64% examples, 739507 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:33,928 : INFO : EPOCH 6 - PROGRESS: at 39.03% examples, 739371 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:34,934 : INFO : EPOCH 6 - PROGRESS: at 39.39% examples, 739395 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:35,934 : INFO : EPOCH 6 - PROGRESS: at 39.72% examples, 739590 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:36,938 : INFO : EPOCH 6 - PROGRESS: at 40.07% examples, 739549 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:37,940 : INFO : EPOCH 6 - PROGRESS: at 40.42% examples, 739486 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:38,966 : INFO : EPOCH 6 - PROGRESS: at 40.79% examples, 739563 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:39,972 : INFO : EPOCH 6 - PROGRESS: at 41.16% examples, 739604 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:40,976 : INFO : EPOCH 6 - PROGRESS: at 41.51% examples, 739574 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:41,984 : INFO : EPOCH 6 - PROGRESS: at 41.89% examples, 739602 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:42,985 : INFO : EPOCH 6 - PROGRESS: at 42.25% examples, 739626 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:43,988 : INFO : EPOCH 6 - PROGRESS: at 42.60% examples, 739679 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:44,992 : INFO : EPOCH 6 - PROGRESS: at 42.96% examples, 739537 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:45,996 : INFO : EPOCH 6 - PROGRESS: at 43.30% examples, 739678 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:47,006 : INFO : EPOCH 6 - PROGRESS: at 43.66% examples, 739655 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:48,013 : INFO : EPOCH 6 - PROGRESS: at 44.03% examples, 739614 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:52:49,022 : INFO : EPOCH 6 - PROGRESS: at 44.40% examples, 739574 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:50,028 : INFO : EPOCH 6 - PROGRESS: at 44.74% examples, 739599 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:51,036 : INFO : EPOCH 6 - PROGRESS: at 45.08% examples, 739583 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:52,038 : INFO : EPOCH 6 - PROGRESS: at 45.47% examples, 739527 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:53,042 : INFO : EPOCH 6 - PROGRESS: at 45.82% examples, 739532 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:54,058 : INFO : EPOCH 6 - PROGRESS: at 46.17% examples, 739560 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:55,067 : INFO : EPOCH 6 - PROGRESS: at 46.54% examples, 739519 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:56,074 : INFO : EPOCH 6 - PROGRESS: at 46.89% examples, 739562 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:52:57,086 : INFO : EPOCH 6 - PROGRESS: at 47.26% examples, 739459 words/s, in_qsize 7, out_qsize 1
2020-07-23 20:52:58,087 : INFO : EPOCH 6 - PROGRESS: at 47.60% examples, 739526 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:52:59,092 : INFO : EPOCH 6 - PROGRESS: at 47.96% examples, 739382 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:00,096 : INFO : EPOCH 6 - PROGRESS: at 48.33% examples, 739329 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:01,103 : INFO : EPOCH 6 - PROGRESS: at 48.68% examples, 739317 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:53:02,110 : INFO : EPOCH 6 - PROGRESS: at 49.00% examples, 739221 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:03,118 : INFO : EPOCH 6 - PROGRESS: at 49.35% examples, 739104 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:04,122 : INFO : EPOCH 6 - PROGRESS: at 49.67% examples, 738469 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:05,122 : INFO : EPOCH 6 - PROGRESS: at 49.98% examples, 738153 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:06,124 : INFO : EPOCH 6 - PROGRESS: at 50.34% examples, 738140 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:07,125 : INFO : EPOCH 6 - PROGRESS: at 50.67% examples, 738128 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:08,126 : INFO : EPOCH 6 - PROGRESS: at 51.01% examples, 738151 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:09,135 : INFO : EPOCH 6 - PROGRESS: at 51.35% examples, 738150 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:10,138 : INFO : EPOCH 6 - PROGRESS: at 51.70% examples, 738209 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:11,145 : INFO : EPOCH 6 - PROGRESS: at 52.04% examples, 738239 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:12,147 : INFO : EPOCH 6 - PROGRESS: at 52.42% examples, 738231 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:13,153 : INFO : EPOCH 6 - PROGRESS: at 52.81% examples, 738207 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:53:14,168 : INFO : EPOCH 6 - PROGRESS: at 53.16% examples, 738210 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:15,175 : INFO : EPOCH 6 - PROGRESS: at 53.54% examples, 738285 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:16,178 : INFO : EPOCH 6 - PROGRESS: at 53.91% examples, 738310 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:17,185 : INFO : EPOCH 6 - PROGRESS: at 54.27% examples, 738328 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:18,185 : INFO : EPOCH 6 - PROGRESS: at 54.62% examples, 738329 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:19,186 : INFO : EPOCH 6 - PROGRESS: at 54.97% examples, 738390 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:20,200 : INFO : EPOCH 6 - PROGRESS: at 55.31% examples, 738412 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:21,206 : INFO : EPOCH 6 - PROGRESS: at 55.67% examples, 738417 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:22,214 : INFO : EPOCH 6 - PROGRESS: at 56.03% examples, 738374 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:23,222 : INFO : EPOCH 6 - PROGRESS: at 56.38% examples, 738405 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:24,232 : INFO : EPOCH 6 - PROGRESS: at 56.73% examples, 738399 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:25,235 : INFO : EPOCH 6 - PROGRESS: at 57.13% examples, 738435 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:26,245 : INFO : EPOCH 6 - PROGRESS: at 57.47% examples, 738497 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:27,252 : INFO : EPOCH 6 - PROGRESS: at 57.81% examples, 738513 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:28,263 : INFO : EPOCH 6 - PROGRESS: at 58.16% examples, 738513 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:29,268 : INFO : EPOCH 6 - PROGRESS: at 58.55% examples, 738522 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:30,269 : INFO : EPOCH 6 - PROGRESS: at 58.89% examples, 738562 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:53:31,279 : INFO : EPOCH 6 - PROGRESS: at 59.24% examples, 738615 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:53:32,287 : INFO : EPOCH 6 - PROGRESS: at 59.62% examples, 738637 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:33,288 : INFO : EPOCH 6 - PROGRESS: at 59.97% examples, 738661 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:53:34,299 : INFO : EPOCH 6 - PROGRESS: at 60.34% examples, 738689 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:35,310 : INFO : EPOCH 6 - PROGRESS: at 60.73% examples, 738676 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:36,315 : INFO : EPOCH 6 - PROGRESS: at 61.11% examples, 738681 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:37,342 : INFO : EPOCH 6 - PROGRESS: at 61.47% examples, 738691 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:38,349 : INFO : EPOCH 6 - PROGRESS: at 61.87% examples, 738705 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:39,351 : INFO : EPOCH 6 - PROGRESS: at 62.23% examples, 738670 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:40,356 : INFO : EPOCH 6 - PROGRESS: at 62.61% examples, 738640 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:41,368 : INFO : EPOCH 6 - PROGRESS: at 62.99% examples, 738580 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:42,373 : INFO : EPOCH 6 - PROGRESS: at 63.34% examples, 738655 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:43,375 : INFO : EPOCH 6 - PROGRESS: at 63.68% examples, 738695 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:44,392 : INFO : EPOCH 6 - PROGRESS: at 64.03% examples, 738713 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:45,394 : INFO : EPOCH 6 - PROGRESS: at 64.38% examples, 738735 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:46,398 : INFO : EPOCH 6 - PROGRESS: at 64.72% examples, 738779 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:47,416 : INFO : EPOCH 6 - PROGRESS: at 65.09% examples, 738738 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:48,420 : INFO : EPOCH 6 - PROGRESS: at 65.48% examples, 738760 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:49,422 : INFO : EPOCH 6 - PROGRESS: at 65.83% examples, 738702 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:50,430 : INFO : EPOCH 6 - PROGRESS: at 66.18% examples, 738738 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:51,430 : INFO : EPOCH 6 - PROGRESS: at 66.55% examples, 738728 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:52,438 : INFO : EPOCH 6 - PROGRESS: at 66.91% examples, 738758 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:53,445 : INFO : EPOCH 6 - PROGRESS: at 67.29% examples, 738758 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:54,448 : INFO : EPOCH 6 - PROGRESS: at 67.65% examples, 738766 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:55,451 : INFO : EPOCH 6 - PROGRESS: at 68.01% examples, 738813 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:56,455 : INFO : EPOCH 6 - PROGRESS: at 68.38% examples, 738794 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:57,469 : INFO : EPOCH 6 - PROGRESS: at 68.73% examples, 738777 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:58,481 : INFO : EPOCH 6 - PROGRESS: at 69.07% examples, 738791 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:53:59,482 : INFO : EPOCH 6 - PROGRESS: at 69.43% examples, 738809 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:00,497 : INFO : EPOCH 6 - PROGRESS: at 69.81% examples, 738769 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:01,499 : INFO : EPOCH 6 - PROGRESS: at 70.16% examples, 738799 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:02,508 : INFO : EPOCH 6 - PROGRESS: at 70.52% examples, 738737 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:03,521 : INFO : EPOCH 6 - PROGRESS: at 70.89% examples, 738726 words/s, in_qsize 8, out_qsize 1
2020-07-23 20:54:04,528 : INFO : EPOCH 6 - PROGRESS: at 71.26% examples, 738756 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:05,540 : INFO : EPOCH 6 - PROGRESS: at 71.60% examples, 738713 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:06,559 : INFO : EPOCH 6 - PROGRESS: at 71.97% examples, 738694 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:54:07,562 : INFO : EPOCH 6 - PROGRESS: at 72.34% examples, 738716 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:08,589 : INFO : EPOCH 6 - PROGRESS: at 72.69% examples, 738652 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:09,592 : INFO : EPOCH 6 - PROGRESS: at 73.08% examples, 738677 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:10,608 : INFO : EPOCH 6 - PROGRESS: at 73.46% examples, 738634 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:11,617 : INFO : EPOCH 6 - PROGRESS: at 73.81% examples, 738694 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:12,619 : INFO : EPOCH 6 - PROGRESS: at 74.17% examples, 738717 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:54:13,621 : INFO : EPOCH 6 - PROGRESS: at 74.53% examples, 738726 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:14,626 : INFO : EPOCH 6 - PROGRESS: at 74.90% examples, 738730 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:15,648 : INFO : EPOCH 6 - PROGRESS: at 75.26% examples, 738715 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:16,656 : INFO : EPOCH 6 - PROGRESS: at 75.62% examples, 738717 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:17,660 : INFO : EPOCH 6 - PROGRESS: at 75.99% examples, 738700 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:18,664 : INFO : EPOCH 6 - PROGRESS: at 76.35% examples, 738719 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:19,693 : INFO : EPOCH 6 - PROGRESS: at 76.72% examples, 738672 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:20,694 : INFO : EPOCH 6 - PROGRESS: at 77.07% examples, 738663 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:21,700 : INFO : EPOCH 6 - PROGRESS: at 77.42% examples, 738727 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:22,702 : INFO : EPOCH 6 - PROGRESS: at 77.76% examples, 738712 words/s, in_qsize 7, out_qsize 1
2020-07-23 20:54:23,706 : INFO : EPOCH 6 - PROGRESS: at 78.14% examples, 738729 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:54:24,728 : INFO : EPOCH 6 - PROGRESS: at 78.51% examples, 738719 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:25,733 : INFO : EPOCH 6 - PROGRESS: at 78.89% examples, 738727 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:26,738 : INFO : EPOCH 6 - PROGRESS: at 79.29% examples, 738748 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:27,744 : INFO : EPOCH 6 - PROGRESS: at 79.65% examples, 738757 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:28,748 : INFO : EPOCH 6 - PROGRESS: at 80.01% examples, 738765 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:29,758 : INFO : EPOCH 6 - PROGRESS: at 80.34% examples, 738755 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:30,763 : INFO : EPOCH 6 - PROGRESS: at 80.70% examples, 738765 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:31,773 : INFO : EPOCH 6 - PROGRESS: at 81.05% examples, 738734 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:32,794 : INFO : EPOCH 6 - PROGRESS: at 81.43% examples, 738732 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:33,795 : INFO : EPOCH 6 - PROGRESS: at 81.77% examples, 738762 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:34,806 : INFO : EPOCH 6 - PROGRESS: at 82.16% examples, 738759 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:35,807 : INFO : EPOCH 6 - PROGRESS: at 82.52% examples, 738816 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:36,809 : INFO : EPOCH 6 - PROGRESS: at 82.91% examples, 738771 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:37,813 : INFO : EPOCH 6 - PROGRESS: at 83.24% examples, 738769 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:38,831 : INFO : EPOCH 6 - PROGRESS: at 83.60% examples, 738746 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:39,847 : INFO : EPOCH 6 - PROGRESS: at 83.97% examples, 738761 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:40,847 : INFO : EPOCH 6 - PROGRESS: at 84.31% examples, 738799 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:41,857 : INFO : EPOCH 6 - PROGRESS: at 84.67% examples, 738740 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:42,867 : INFO : EPOCH 6 - PROGRESS: at 85.02% examples, 738798 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:43,881 : INFO : EPOCH 6 - PROGRESS: at 85.38% examples, 738796 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:44,882 : INFO : EPOCH 6 - PROGRESS: at 85.77% examples, 738818 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:45,883 : INFO : EPOCH 6 - PROGRESS: at 86.14% examples, 738777 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:46,887 : INFO : EPOCH 6 - PROGRESS: at 86.46% examples, 738820 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:47,889 : INFO : EPOCH 6 - PROGRESS: at 86.81% examples, 738837 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:48,892 : INFO : EPOCH 6 - PROGRESS: at 87.16% examples, 738779 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:49,904 : INFO : EPOCH 6 - PROGRESS: at 87.52% examples, 738775 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:50,910 : INFO : EPOCH 6 - PROGRESS: at 87.85% examples, 738783 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:51,916 : INFO : EPOCH 6 - PROGRESS: at 88.24% examples, 738777 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:52,927 : INFO : EPOCH 6 - PROGRESS: at 88.59% examples, 738755 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:53,934 : INFO : EPOCH 6 - PROGRESS: at 88.95% examples, 738776 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:54,936 : INFO : EPOCH 6 - PROGRESS: at 89.30% examples, 738781 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:55,944 : INFO : EPOCH 6 - PROGRESS: at 89.65% examples, 738784 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:56,952 : INFO : EPOCH 6 - PROGRESS: at 90.00% examples, 738790 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:57,952 : INFO : EPOCH 6 - PROGRESS: at 90.35% examples, 738823 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:58,954 : INFO : EPOCH 6 - PROGRESS: at 90.72% examples, 738797 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:54:59,957 : INFO : EPOCH 6 - PROGRESS: at 91.06% examples, 738855 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:00,959 : INFO : EPOCH 6 - PROGRESS: at 91.42% examples, 738804 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:01,968 : INFO : EPOCH 6 - PROGRESS: at 91.76% examples, 738813 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:02,975 : INFO : EPOCH 6 - PROGRESS: at 92.12% examples, 738830 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:03,978 : INFO : EPOCH 6 - PROGRESS: at 92.49% examples, 738817 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:04,986 : INFO : EPOCH 6 - PROGRESS: at 92.83% examples, 738839 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:05,988 : INFO : EPOCH 6 - PROGRESS: at 93.19% examples, 738881 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:07,002 : INFO : EPOCH 6 - PROGRESS: at 93.56% examples, 738853 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:55:08,014 : INFO : EPOCH 6 - PROGRESS: at 93.90% examples, 738902 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:09,017 : INFO : EPOCH 6 - PROGRESS: at 94.29% examples, 738847 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:10,018 : INFO : EPOCH 6 - PROGRESS: at 94.63% examples, 738851 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:11,020 : INFO : EPOCH 6 - PROGRESS: at 94.98% examples, 738889 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:12,037 : INFO : EPOCH 6 - PROGRESS: at 95.32% examples, 738915 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:13,056 : INFO : EPOCH 6 - PROGRESS: at 95.70% examples, 738886 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:14,075 : INFO : EPOCH 6 - PROGRESS: at 96.06% examples, 738910 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:15,077 : INFO : EPOCH 6 - PROGRESS: at 96.43% examples, 738929 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:16,077 : INFO : EPOCH 6 - PROGRESS: at 96.80% examples, 738920 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:17,081 : INFO : EPOCH 6 - PROGRESS: at 97.16% examples, 738953 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:18,089 : INFO : EPOCH 6 - PROGRESS: at 97.52% examples, 738926 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:19,094 : INFO : EPOCH 6 - PROGRESS: at 97.88% examples, 738912 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:20,110 : INFO : EPOCH 6 - PROGRESS: at 98.23% examples, 738894 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:21,113 : INFO : EPOCH 6 - PROGRESS: at 98.58% examples, 738932 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:55:22,118 : INFO : EPOCH 6 - PROGRESS: at 98.93% examples, 738971 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:23,119 : INFO : EPOCH 6 - PROGRESS: at 99.28% examples, 738914 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:24,119 : INFO : EPOCH 6 - PROGRESS: at 99.63% examples, 738991 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:25,120 : INFO : EPOCH 6 - PROGRESS: at 99.97% examples, 738991 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:55:25,176 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 20:55:25,178 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 20:55:25,179 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 20:55:25,184 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 20:55:25,184 : INFO : EPOCH - 6 : training on 267492176 raw words (207742466 effective words) took 281.1s, 739031 effective words/s
2020-07-23 20:55:26,200 : INFO : EPOCH 7 - PROGRESS: at 0.34% examples, 722886 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:27,202 : INFO : EPOCH 7 - PROGRESS: at 0.67% examples, 728476 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:55:28,203 : INFO : EPOCH 7 - PROGRESS: at 1.03% examples, 730792 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:29,206 : INFO : EPOCH 7 - PROGRESS: at 1.38% examples, 734179 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:30,218 : INFO : EPOCH 7 - PROGRESS: at 1.74% examples, 732778 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:31,230 : INFO : EPOCH 7 - PROGRESS: at 2.08% examples, 733203 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:32,243 : INFO : EPOCH 7 - PROGRESS: at 2.44% examples, 734181 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:33,243 : INFO : EPOCH 7 - PROGRESS: at 2.80% examples, 733757 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:34,251 : INFO : EPOCH 7 - PROGRESS: at 3.14% examples, 733606 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:35,268 : INFO : EPOCH 7 - PROGRESS: at 3.51% examples, 734244 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:36,268 : INFO : EPOCH 7 - PROGRESS: at 3.85% examples, 733964 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:55:37,273 : INFO : EPOCH 7 - PROGRESS: at 4.21% examples, 734753 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:38,275 : INFO : EPOCH 7 - PROGRESS: at 4.55% examples, 734407 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:39,276 : INFO : EPOCH 7 - PROGRESS: at 4.89% examples, 731770 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:40,279 : INFO : EPOCH 7 - PROGRESS: at 5.24% examples, 729008 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:41,283 : INFO : EPOCH 7 - PROGRESS: at 5.56% examples, 721697 words/s, in_qsize 7, out_qsize 1
2020-07-23 20:55:42,287 : INFO : EPOCH 7 - PROGRESS: at 5.92% examples, 722055 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:43,297 : INFO : EPOCH 7 - PROGRESS: at 6.27% examples, 722801 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:44,303 : INFO : EPOCH 7 - PROGRESS: at 6.62% examples, 723472 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:55:45,304 : INFO : EPOCH 7 - PROGRESS: at 6.96% examples, 724418 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:46,307 : INFO : EPOCH 7 - PROGRESS: at 7.34% examples, 724926 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:47,320 : INFO : EPOCH 7 - PROGRESS: at 7.69% examples, 725512 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:48,327 : INFO : EPOCH 7 - PROGRESS: at 8.05% examples, 725922 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:49,328 : INFO : EPOCH 7 - PROGRESS: at 8.39% examples, 726270 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:50,329 : INFO : EPOCH 7 - PROGRESS: at 8.73% examples, 726921 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:51,356 : INFO : EPOCH 7 - PROGRESS: at 9.10% examples, 726911 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:52,357 : INFO : EPOCH 7 - PROGRESS: at 9.45% examples, 727281 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:53,359 : INFO : EPOCH 7 - PROGRESS: at 9.83% examples, 727788 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:54,374 : INFO : EPOCH 7 - PROGRESS: at 10.21% examples, 727996 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:55,385 : INFO : EPOCH 7 - PROGRESS: at 10.58% examples, 727934 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:56,387 : INFO : EPOCH 7 - PROGRESS: at 10.94% examples, 728153 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:57,394 : INFO : EPOCH 7 - PROGRESS: at 11.29% examples, 728292 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:55:58,403 : INFO : EPOCH 7 - PROGRESS: at 11.65% examples, 728590 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:55:59,419 : INFO : EPOCH 7 - PROGRESS: at 12.02% examples, 728921 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:00,420 : INFO : EPOCH 7 - PROGRESS: at 12.40% examples, 729030 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:01,430 : INFO : EPOCH 7 - PROGRESS: at 12.76% examples, 729222 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:02,443 : INFO : EPOCH 7 - PROGRESS: at 13.13% examples, 729628 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:03,453 : INFO : EPOCH 7 - PROGRESS: at 13.48% examples, 730103 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:04,458 : INFO : EPOCH 7 - PROGRESS: at 13.85% examples, 730252 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:05,465 : INFO : EPOCH 7 - PROGRESS: at 14.20% examples, 730508 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:06,473 : INFO : EPOCH 7 - PROGRESS: at 14.58% examples, 730464 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:56:07,481 : INFO : EPOCH 7 - PROGRESS: at 14.94% examples, 730734 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:08,495 : INFO : EPOCH 7 - PROGRESS: at 15.27% examples, 731062 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:09,496 : INFO : EPOCH 7 - PROGRESS: at 15.61% examples, 731147 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:10,498 : INFO : EPOCH 7 - PROGRESS: at 15.97% examples, 731569 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:11,502 : INFO : EPOCH 7 - PROGRESS: at 16.31% examples, 731653 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:12,515 : INFO : EPOCH 7 - PROGRESS: at 16.67% examples, 731753 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:13,518 : INFO : EPOCH 7 - PROGRESS: at 17.01% examples, 731902 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:14,532 : INFO : EPOCH 7 - PROGRESS: at 17.37% examples, 731858 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:15,533 : INFO : EPOCH 7 - PROGRESS: at 17.72% examples, 732054 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:16,534 : INFO : EPOCH 7 - PROGRESS: at 18.06% examples, 731973 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:17,542 : INFO : EPOCH 7 - PROGRESS: at 18.43% examples, 732116 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:56:18,565 : INFO : EPOCH 7 - PROGRESS: at 18.76% examples, 732247 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:19,569 : INFO : EPOCH 7 - PROGRESS: at 19.11% examples, 732443 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:20,578 : INFO : EPOCH 7 - PROGRESS: at 19.44% examples, 732701 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:56:21,580 : INFO : EPOCH 7 - PROGRESS: at 19.81% examples, 732901 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:22,587 : INFO : EPOCH 7 - PROGRESS: at 20.19% examples, 732610 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:56:23,589 : INFO : EPOCH 7 - PROGRESS: at 20.55% examples, 732915 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:24,590 : INFO : EPOCH 7 - PROGRESS: at 20.86% examples, 733201 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:25,594 : INFO : EPOCH 7 - PROGRESS: at 21.21% examples, 733044 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:26,597 : INFO : EPOCH 7 - PROGRESS: at 21.56% examples, 733183 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:27,617 : INFO : EPOCH 7 - PROGRESS: at 21.93% examples, 733220 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:56:28,623 : INFO : EPOCH 7 - PROGRESS: at 22.30% examples, 733395 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:29,638 : INFO : EPOCH 7 - PROGRESS: at 22.64% examples, 733362 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:30,641 : INFO : EPOCH 7 - PROGRESS: at 22.99% examples, 733475 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:31,647 : INFO : EPOCH 7 - PROGRESS: at 23.37% examples, 733518 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:32,659 : INFO : EPOCH 7 - PROGRESS: at 23.71% examples, 733496 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:33,671 : INFO : EPOCH 7 - PROGRESS: at 24.12% examples, 733487 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:34,672 : INFO : EPOCH 7 - PROGRESS: at 24.49% examples, 733402 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:35,684 : INFO : EPOCH 7 - PROGRESS: at 24.86% examples, 733372 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:36,684 : INFO : EPOCH 7 - PROGRESS: at 25.20% examples, 733403 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:37,691 : INFO : EPOCH 7 - PROGRESS: at 25.53% examples, 733411 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:38,693 : INFO : EPOCH 7 - PROGRESS: at 25.89% examples, 733590 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:39,695 : INFO : EPOCH 7 - PROGRESS: at 26.24% examples, 733695 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:40,704 : INFO : EPOCH 7 - PROGRESS: at 26.63% examples, 733634 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:41,704 : INFO : EPOCH 7 - PROGRESS: at 26.99% examples, 733865 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:42,706 : INFO : EPOCH 7 - PROGRESS: at 27.33% examples, 733920 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:43,713 : INFO : EPOCH 7 - PROGRESS: at 27.67% examples, 733957 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:44,722 : INFO : EPOCH 7 - PROGRESS: at 28.03% examples, 733983 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:45,735 : INFO : EPOCH 7 - PROGRESS: at 28.42% examples, 733921 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:46,738 : INFO : EPOCH 7 - PROGRESS: at 28.75% examples, 734121 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:47,741 : INFO : EPOCH 7 - PROGRESS: at 29.12% examples, 734164 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:48,747 : INFO : EPOCH 7 - PROGRESS: at 29.47% examples, 734248 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:49,749 : INFO : EPOCH 7 - PROGRESS: at 29.79% examples, 734268 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:50,765 : INFO : EPOCH 7 - PROGRESS: at 30.14% examples, 734288 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:51,770 : INFO : EPOCH 7 - PROGRESS: at 30.49% examples, 734433 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:56:52,771 : INFO : EPOCH 7 - PROGRESS: at 30.84% examples, 734378 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:53,772 : INFO : EPOCH 7 - PROGRESS: at 31.21% examples, 734460 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:54,773 : INFO : EPOCH 7 - PROGRESS: at 31.58% examples, 734374 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:55,774 : INFO : EPOCH 7 - PROGRESS: at 31.94% examples, 734521 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:56,781 : INFO : EPOCH 7 - PROGRESS: at 32.30% examples, 734527 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:57,803 : INFO : EPOCH 7 - PROGRESS: at 32.65% examples, 734485 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:58,831 : INFO : EPOCH 7 - PROGRESS: at 33.02% examples, 734569 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:56:59,837 : INFO : EPOCH 7 - PROGRESS: at 33.38% examples, 734683 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:00,847 : INFO : EPOCH 7 - PROGRESS: at 33.75% examples, 734586 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:01,857 : INFO : EPOCH 7 - PROGRESS: at 34.10% examples, 734659 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:02,867 : INFO : EPOCH 7 - PROGRESS: at 34.45% examples, 734685 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:03,879 : INFO : EPOCH 7 - PROGRESS: at 34.81% examples, 734725 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:04,881 : INFO : EPOCH 7 - PROGRESS: at 35.14% examples, 734711 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:05,882 : INFO : EPOCH 7 - PROGRESS: at 35.50% examples, 734777 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:06,895 : INFO : EPOCH 7 - PROGRESS: at 35.86% examples, 734866 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:07,897 : INFO : EPOCH 7 - PROGRESS: at 36.23% examples, 734894 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:08,902 : INFO : EPOCH 7 - PROGRESS: at 36.56% examples, 734961 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:09,915 : INFO : EPOCH 7 - PROGRESS: at 36.91% examples, 735000 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:10,923 : INFO : EPOCH 7 - PROGRESS: at 37.25% examples, 735014 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:11,925 : INFO : EPOCH 7 - PROGRESS: at 37.64% examples, 735035 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:12,933 : INFO : EPOCH 7 - PROGRESS: at 37.99% examples, 734961 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:13,936 : INFO : EPOCH 7 - PROGRESS: at 38.36% examples, 735071 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:14,941 : INFO : EPOCH 7 - PROGRESS: at 38.74% examples, 735025 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:15,949 : INFO : EPOCH 7 - PROGRESS: at 39.11% examples, 735035 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:16,957 : INFO : EPOCH 7 - PROGRESS: at 39.47% examples, 735098 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:57:17,957 : INFO : EPOCH 7 - PROGRESS: at 39.81% examples, 735121 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:18,957 : INFO : EPOCH 7 - PROGRESS: at 40.16% examples, 735143 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:19,958 : INFO : EPOCH 7 - PROGRESS: at 40.51% examples, 735146 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:20,968 : INFO : EPOCH 7 - PROGRESS: at 40.88% examples, 735167 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:21,974 : INFO : EPOCH 7 - PROGRESS: at 41.23% examples, 735234 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:22,993 : INFO : EPOCH 7 - PROGRESS: at 41.58% examples, 735237 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:24,000 : INFO : EPOCH 7 - PROGRESS: at 41.97% examples, 735212 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:25,004 : INFO : EPOCH 7 - PROGRESS: at 42.32% examples, 735239 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:26,012 : INFO : EPOCH 7 - PROGRESS: at 42.69% examples, 735321 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:27,013 : INFO : EPOCH 7 - PROGRESS: at 43.04% examples, 735363 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:28,027 : INFO : EPOCH 7 - PROGRESS: at 43.38% examples, 735393 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:29,032 : INFO : EPOCH 7 - PROGRESS: at 43.73% examples, 735388 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:30,035 : INFO : EPOCH 7 - PROGRESS: at 44.11% examples, 735397 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:31,064 : INFO : EPOCH 7 - PROGRESS: at 44.48% examples, 735364 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:32,077 : INFO : EPOCH 7 - PROGRESS: at 44.82% examples, 735466 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:33,077 : INFO : EPOCH 7 - PROGRESS: at 45.18% examples, 735500 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:34,084 : INFO : EPOCH 7 - PROGRESS: at 45.54% examples, 735425 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:35,099 : INFO : EPOCH 7 - PROGRESS: at 45.90% examples, 735436 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:57:36,107 : INFO : EPOCH 7 - PROGRESS: at 46.24% examples, 735476 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:37,117 : INFO : EPOCH 7 - PROGRESS: at 46.61% examples, 735463 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:38,123 : INFO : EPOCH 7 - PROGRESS: at 46.98% examples, 735457 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:57:39,124 : INFO : EPOCH 7 - PROGRESS: at 47.33% examples, 735501 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:40,135 : INFO : EPOCH 7 - PROGRESS: at 47.68% examples, 735467 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:41,152 : INFO : EPOCH 7 - PROGRESS: at 48.05% examples, 735408 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:42,153 : INFO : EPOCH 7 - PROGRESS: at 48.41% examples, 735471 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:43,158 : INFO : EPOCH 7 - PROGRESS: at 48.75% examples, 735410 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:44,164 : INFO : EPOCH 7 - PROGRESS: at 49.08% examples, 735440 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:45,172 : INFO : EPOCH 7 - PROGRESS: at 49.45% examples, 735505 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:46,173 : INFO : EPOCH 7 - PROGRESS: at 49.79% examples, 735512 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:47,191 : INFO : EPOCH 7 - PROGRESS: at 50.15% examples, 735556 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:48,198 : INFO : EPOCH 7 - PROGRESS: at 50.49% examples, 735557 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:49,199 : INFO : EPOCH 7 - PROGRESS: at 50.83% examples, 735656 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:50,200 : INFO : EPOCH 7 - PROGRESS: at 51.18% examples, 735619 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:51,207 : INFO : EPOCH 7 - PROGRESS: at 51.51% examples, 735664 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:52,210 : INFO : EPOCH 7 - PROGRESS: at 51.84% examples, 735688 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:53,212 : INFO : EPOCH 7 - PROGRESS: at 52.20% examples, 735714 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:54,228 : INFO : EPOCH 7 - PROGRESS: at 52.59% examples, 735668 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:55,228 : INFO : EPOCH 7 - PROGRESS: at 52.96% examples, 735578 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:56,231 : INFO : EPOCH 7 - PROGRESS: at 53.31% examples, 735601 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:57,235 : INFO : EPOCH 7 - PROGRESS: at 53.69% examples, 735631 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:57:58,244 : INFO : EPOCH 7 - PROGRESS: at 54.05% examples, 735625 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:57:59,255 : INFO : EPOCH 7 - PROGRESS: at 54.41% examples, 735597 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:00,272 : INFO : EPOCH 7 - PROGRESS: at 54.76% examples, 735578 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:01,277 : INFO : EPOCH 7 - PROGRESS: at 55.10% examples, 735644 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:02,286 : INFO : EPOCH 7 - PROGRESS: at 55.44% examples, 735592 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:03,296 : INFO : EPOCH 7 - PROGRESS: at 55.79% examples, 735544 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:58:04,313 : INFO : EPOCH 7 - PROGRESS: at 56.16% examples, 735554 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:05,314 : INFO : EPOCH 7 - PROGRESS: at 56.51% examples, 735565 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:06,325 : INFO : EPOCH 7 - PROGRESS: at 56.87% examples, 735547 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:07,326 : INFO : EPOCH 7 - PROGRESS: at 57.23% examples, 735532 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:08,334 : INFO : EPOCH 7 - PROGRESS: at 57.57% examples, 735560 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:09,338 : INFO : EPOCH 7 - PROGRESS: at 57.92% examples, 735581 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:10,342 : INFO : EPOCH 7 - PROGRESS: at 58.27% examples, 735596 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:11,364 : INFO : EPOCH 7 - PROGRESS: at 58.65% examples, 735513 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:58:12,372 : INFO : EPOCH 7 - PROGRESS: at 59.00% examples, 735577 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:13,389 : INFO : EPOCH 7 - PROGRESS: at 59.33% examples, 735211 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:14,394 : INFO : EPOCH 7 - PROGRESS: at 59.67% examples, 734865 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:58:15,420 : INFO : EPOCH 7 - PROGRESS: at 59.99% examples, 734394 words/s, in_qsize 6, out_qsize 1
2020-07-23 20:58:16,422 : INFO : EPOCH 7 - PROGRESS: at 60.31% examples, 734114 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:17,431 : INFO : EPOCH 7 - PROGRESS: at 60.67% examples, 733687 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:18,452 : INFO : EPOCH 7 - PROGRESS: at 61.02% examples, 733178 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:19,459 : INFO : EPOCH 7 - PROGRESS: at 61.33% examples, 732686 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:20,487 : INFO : EPOCH 7 - PROGRESS: at 61.65% examples, 732270 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:21,489 : INFO : EPOCH 7 - PROGRESS: at 62.01% examples, 731850 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:22,494 : INFO : EPOCH 7 - PROGRESS: at 62.33% examples, 731342 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:23,499 : INFO : EPOCH 7 - PROGRESS: at 62.63% examples, 730598 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:24,506 : INFO : EPOCH 7 - PROGRESS: at 62.96% examples, 729867 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:25,515 : INFO : EPOCH 7 - PROGRESS: at 63.27% examples, 729520 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:26,519 : INFO : EPOCH 7 - PROGRESS: at 63.59% examples, 729226 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:58:27,532 : INFO : EPOCH 7 - PROGRESS: at 63.89% examples, 728851 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:58:28,538 : INFO : EPOCH 7 - PROGRESS: at 64.21% examples, 728549 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:29,540 : INFO : EPOCH 7 - PROGRESS: at 64.53% examples, 728243 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:30,543 : INFO : EPOCH 7 - PROGRESS: at 64.84% examples, 727889 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:31,547 : INFO : EPOCH 7 - PROGRESS: at 65.16% examples, 727517 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:58:32,559 : INFO : EPOCH 7 - PROGRESS: at 65.51% examples, 727174 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:33,562 : INFO : EPOCH 7 - PROGRESS: at 65.84% examples, 726903 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:58:34,577 : INFO : EPOCH 7 - PROGRESS: at 66.15% examples, 726557 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:35,578 : INFO : EPOCH 7 - PROGRESS: at 66.49% examples, 726234 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:36,587 : INFO : EPOCH 7 - PROGRESS: at 66.80% examples, 725989 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:37,588 : INFO : EPOCH 7 - PROGRESS: at 67.13% examples, 725685 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:38,591 : INFO : EPOCH 7 - PROGRESS: at 67.48% examples, 725356 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:58:39,607 : INFO : EPOCH 7 - PROGRESS: at 67.81% examples, 725117 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:40,626 : INFO : EPOCH 7 - PROGRESS: at 68.14% examples, 724808 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:58:41,646 : INFO : EPOCH 7 - PROGRESS: at 68.48% examples, 724537 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:42,656 : INFO : EPOCH 7 - PROGRESS: at 68.81% examples, 724235 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:43,677 : INFO : EPOCH 7 - PROGRESS: at 69.11% examples, 723935 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:44,677 : INFO : EPOCH 7 - PROGRESS: at 69.44% examples, 723765 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:45,705 : INFO : EPOCH 7 - PROGRESS: at 69.78% examples, 723401 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:46,717 : INFO : EPOCH 7 - PROGRESS: at 70.11% examples, 723218 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:47,717 : INFO : EPOCH 7 - PROGRESS: at 70.43% examples, 722899 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:48,725 : INFO : EPOCH 7 - PROGRESS: at 70.77% examples, 722678 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:49,727 : INFO : EPOCH 7 - PROGRESS: at 71.10% examples, 722433 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:50,734 : INFO : EPOCH 7 - PROGRESS: at 71.39% examples, 722161 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:51,735 : INFO : EPOCH 7 - PROGRESS: at 71.73% examples, 721912 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:52,741 : INFO : EPOCH 7 - PROGRESS: at 72.07% examples, 721612 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:53,758 : INFO : EPOCH 7 - PROGRESS: at 72.41% examples, 721360 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:54,769 : INFO : EPOCH 7 - PROGRESS: at 72.72% examples, 721072 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:55,778 : INFO : EPOCH 7 - PROGRESS: at 73.07% examples, 720818 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:56,781 : INFO : EPOCH 7 - PROGRESS: at 73.42% examples, 720551 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:58:57,795 : INFO : EPOCH 7 - PROGRESS: at 73.74% examples, 720341 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:58:58,799 : INFO : EPOCH 7 - PROGRESS: at 74.06% examples, 720088 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:58:59,806 : INFO : EPOCH 7 - PROGRESS: at 74.38% examples, 719845 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:59:00,808 : INFO : EPOCH 7 - PROGRESS: at 74.72% examples, 719615 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:01,810 : INFO : EPOCH 7 - PROGRESS: at 75.04% examples, 719421 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:02,820 : INFO : EPOCH 7 - PROGRESS: at 75.36% examples, 719152 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:59:03,821 : INFO : EPOCH 7 - PROGRESS: at 75.70% examples, 718902 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:04,823 : INFO : EPOCH 7 - PROGRESS: at 76.03% examples, 718679 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:05,827 : INFO : EPOCH 7 - PROGRESS: at 76.35% examples, 718430 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:06,833 : INFO : EPOCH 7 - PROGRESS: at 76.68% examples, 718200 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:59:07,834 : INFO : EPOCH 7 - PROGRESS: at 77.00% examples, 717950 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:08,839 : INFO : EPOCH 7 - PROGRESS: at 77.31% examples, 717766 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:09,844 : INFO : EPOCH 7 - PROGRESS: at 77.62% examples, 717541 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:10,852 : INFO : EPOCH 7 - PROGRESS: at 77.94% examples, 717329 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:11,861 : INFO : EPOCH 7 - PROGRESS: at 78.29% examples, 717098 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:59:12,874 : INFO : EPOCH 7 - PROGRESS: at 78.63% examples, 716848 words/s, in_qsize 8, out_qsize 1
2020-07-23 20:59:13,877 : INFO : EPOCH 7 - PROGRESS: at 78.97% examples, 716657 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:14,885 : INFO : EPOCH 7 - PROGRESS: at 79.32% examples, 716446 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:15,897 : INFO : EPOCH 7 - PROGRESS: at 79.65% examples, 716221 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:16,898 : INFO : EPOCH 7 - PROGRESS: at 79.98% examples, 716002 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:59:17,926 : INFO : EPOCH 7 - PROGRESS: at 80.29% examples, 715827 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:18,931 : INFO : EPOCH 7 - PROGRESS: at 80.62% examples, 715669 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:19,957 : INFO : EPOCH 7 - PROGRESS: at 80.94% examples, 715400 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:20,966 : INFO : EPOCH 7 - PROGRESS: at 81.26% examples, 715260 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:21,974 : INFO : EPOCH 7 - PROGRESS: at 81.60% examples, 715040 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:22,978 : INFO : EPOCH 7 - PROGRESS: at 81.90% examples, 714873 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:23,998 : INFO : EPOCH 7 - PROGRESS: at 82.26% examples, 714643 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:25,013 : INFO : EPOCH 7 - PROGRESS: at 82.61% examples, 714411 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:26,036 : INFO : EPOCH 7 - PROGRESS: at 82.94% examples, 714241 words/s, in_qsize 7, out_qsize 1
2020-07-23 20:59:27,037 : INFO : EPOCH 7 - PROGRESS: at 83.25% examples, 714080 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:28,047 : INFO : EPOCH 7 - PROGRESS: at 83.57% examples, 713880 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:29,048 : INFO : EPOCH 7 - PROGRESS: at 83.90% examples, 713679 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:59:30,059 : INFO : EPOCH 7 - PROGRESS: at 84.21% examples, 713507 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:31,070 : INFO : EPOCH 7 - PROGRESS: at 84.54% examples, 713369 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:32,090 : INFO : EPOCH 7 - PROGRESS: at 84.87% examples, 713191 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:33,104 : INFO : EPOCH 7 - PROGRESS: at 85.19% examples, 712971 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:34,124 : INFO : EPOCH 7 - PROGRESS: at 85.52% examples, 712803 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:59:35,132 : INFO : EPOCH 7 - PROGRESS: at 85.87% examples, 712622 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:36,133 : INFO : EPOCH 7 - PROGRESS: at 86.20% examples, 712432 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:37,134 : INFO : EPOCH 7 - PROGRESS: at 86.49% examples, 712278 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:38,137 : INFO : EPOCH 7 - PROGRESS: at 86.81% examples, 712163 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:39,158 : INFO : EPOCH 7 - PROGRESS: at 87.13% examples, 711947 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:40,160 : INFO : EPOCH 7 - PROGRESS: at 87.45% examples, 711775 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:41,167 : INFO : EPOCH 7 - PROGRESS: at 87.75% examples, 711596 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:42,174 : INFO : EPOCH 7 - PROGRESS: at 88.08% examples, 711424 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:43,181 : INFO : EPOCH 7 - PROGRESS: at 88.42% examples, 711242 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:44,191 : INFO : EPOCH 7 - PROGRESS: at 88.75% examples, 711064 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:45,191 : INFO : EPOCH 7 - PROGRESS: at 89.08% examples, 710894 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:46,193 : INFO : EPOCH 7 - PROGRESS: at 89.38% examples, 710758 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:47,201 : INFO : EPOCH 7 - PROGRESS: at 89.69% examples, 710590 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:48,201 : INFO : EPOCH 7 - PROGRESS: at 90.01% examples, 710413 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:59:49,211 : INFO : EPOCH 7 - PROGRESS: at 90.33% examples, 710301 words/s, in_qsize 8, out_qsize 0
2020-07-23 20:59:50,211 : INFO : EPOCH 7 - PROGRESS: at 90.67% examples, 710152 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:51,215 : INFO : EPOCH 7 - PROGRESS: at 90.98% examples, 710009 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:52,223 : INFO : EPOCH 7 - PROGRESS: at 91.31% examples, 709822 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:53,226 : INFO : EPOCH 7 - PROGRESS: at 91.62% examples, 709702 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:54,238 : INFO : EPOCH 7 - PROGRESS: at 91.93% examples, 709555 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:55,251 : INFO : EPOCH 7 - PROGRESS: at 92.28% examples, 709383 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:56,253 : INFO : EPOCH 7 - PROGRESS: at 92.60% examples, 709255 words/s, in_qsize 7, out_qsize 1
2020-07-23 20:59:57,258 : INFO : EPOCH 7 - PROGRESS: at 92.90% examples, 709169 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:58,260 : INFO : EPOCH 7 - PROGRESS: at 93.22% examples, 709008 words/s, in_qsize 7, out_qsize 0
2020-07-23 20:59:59,270 : INFO : EPOCH 7 - PROGRESS: at 93.56% examples, 708850 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:00,270 : INFO : EPOCH 7 - PROGRESS: at 93.86% examples, 708683 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:01,278 : INFO : EPOCH 7 - PROGRESS: at 94.22% examples, 708524 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:02,279 : INFO : EPOCH 7 - PROGRESS: at 94.54% examples, 708368 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:03,285 : INFO : EPOCH 7 - PROGRESS: at 94.86% examples, 708233 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:04,287 : INFO : EPOCH 7 - PROGRESS: at 95.17% examples, 708104 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:05,314 : INFO : EPOCH 7 - PROGRESS: at 95.48% examples, 707977 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:06,322 : INFO : EPOCH 7 - PROGRESS: at 95.82% examples, 707855 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:07,335 : INFO : EPOCH 7 - PROGRESS: at 96.15% examples, 707732 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:00:08,337 : INFO : EPOCH 7 - PROGRESS: at 96.48% examples, 707613 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:09,344 : INFO : EPOCH 7 - PROGRESS: at 96.82% examples, 707489 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:10,354 : INFO : EPOCH 7 - PROGRESS: at 97.14% examples, 707380 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:11,361 : INFO : EPOCH 7 - PROGRESS: at 97.47% examples, 707250 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:12,361 : INFO : EPOCH 7 - PROGRESS: at 97.80% examples, 707090 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:13,370 : INFO : EPOCH 7 - PROGRESS: at 98.14% examples, 706949 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:14,386 : INFO : EPOCH 7 - PROGRESS: at 98.43% examples, 706806 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:15,389 : INFO : EPOCH 7 - PROGRESS: at 98.76% examples, 706649 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:16,390 : INFO : EPOCH 7 - PROGRESS: at 99.07% examples, 706580 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:17,417 : INFO : EPOCH 7 - PROGRESS: at 99.40% examples, 706404 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:18,417 : INFO : EPOCH 7 - PROGRESS: at 99.70% examples, 706325 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:19,346 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 21:00:19,349 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 21:00:19,350 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 21:00:19,357 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 21:00:19,357 : INFO : EPOCH - 7 : training on 267492176 raw words (207751734 effective words) took 294.2s, 706230 effective words/s
2020-07-23 21:00:20,366 : INFO : EPOCH 8 - PROGRESS: at 0.31% examples, 657980 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:21,370 : INFO : EPOCH 8 - PROGRESS: at 0.61% examples, 665414 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:22,391 : INFO : EPOCH 8 - PROGRESS: at 0.93% examples, 665385 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:23,400 : INFO : EPOCH 8 - PROGRESS: at 1.26% examples, 661068 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:24,421 : INFO : EPOCH 8 - PROGRESS: at 1.58% examples, 661703 words/s, in_qsize 6, out_qsize 2
2020-07-23 21:00:25,423 : INFO : EPOCH 8 - PROGRESS: at 1.90% examples, 663792 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:26,442 : INFO : EPOCH 8 - PROGRESS: at 2.22% examples, 665239 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:27,442 : INFO : EPOCH 8 - PROGRESS: at 2.55% examples, 667027 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:28,445 : INFO : EPOCH 8 - PROGRESS: at 2.86% examples, 667194 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:29,456 : INFO : EPOCH 8 - PROGRESS: at 3.18% examples, 667466 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:30,463 : INFO : EPOCH 8 - PROGRESS: at 3.52% examples, 668034 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:31,474 : INFO : EPOCH 8 - PROGRESS: at 3.83% examples, 668267 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:32,476 : INFO : EPOCH 8 - PROGRESS: at 4.16% examples, 668967 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:33,484 : INFO : EPOCH 8 - PROGRESS: at 4.47% examples, 668613 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:34,484 : INFO : EPOCH 8 - PROGRESS: at 4.80% examples, 668805 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:35,491 : INFO : EPOCH 8 - PROGRESS: at 5.12% examples, 668936 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:36,496 : INFO : EPOCH 8 - PROGRESS: at 5.47% examples, 668565 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:37,503 : INFO : EPOCH 8 - PROGRESS: at 5.81% examples, 667907 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:38,516 : INFO : EPOCH 8 - PROGRESS: at 6.14% examples, 668161 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:39,517 : INFO : EPOCH 8 - PROGRESS: at 6.45% examples, 669015 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:40,535 : INFO : EPOCH 8 - PROGRESS: at 6.78% examples, 668337 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:41,545 : INFO : EPOCH 8 - PROGRESS: at 7.10% examples, 668364 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:42,559 : INFO : EPOCH 8 - PROGRESS: at 7.43% examples, 668114 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:43,569 : INFO : EPOCH 8 - PROGRESS: at 7.74% examples, 668383 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:44,591 : INFO : EPOCH 8 - PROGRESS: at 8.08% examples, 668013 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:45,601 : INFO : EPOCH 8 - PROGRESS: at 8.39% examples, 668164 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:46,606 : INFO : EPOCH 8 - PROGRESS: at 8.71% examples, 668578 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:47,617 : INFO : EPOCH 8 - PROGRESS: at 9.04% examples, 668511 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:48,619 : INFO : EPOCH 8 - PROGRESS: at 9.34% examples, 668607 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:49,623 : INFO : EPOCH 8 - PROGRESS: at 9.70% examples, 668529 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:50,624 : INFO : EPOCH 8 - PROGRESS: at 10.04% examples, 668694 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:51,636 : INFO : EPOCH 8 - PROGRESS: at 10.39% examples, 668308 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:52,637 : INFO : EPOCH 8 - PROGRESS: at 10.71% examples, 668555 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:53,639 : INFO : EPOCH 8 - PROGRESS: at 11.03% examples, 668382 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:54,650 : INFO : EPOCH 8 - PROGRESS: at 11.36% examples, 668302 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:55,651 : INFO : EPOCH 8 - PROGRESS: at 11.68% examples, 668420 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:56,651 : INFO : EPOCH 8 - PROGRESS: at 12.01% examples, 668564 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:57,660 : INFO : EPOCH 8 - PROGRESS: at 12.34% examples, 668461 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:00:58,669 : INFO : EPOCH 8 - PROGRESS: at 12.68% examples, 668002 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:00:59,671 : INFO : EPOCH 8 - PROGRESS: at 12.99% examples, 667597 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:00,693 : INFO : EPOCH 8 - PROGRESS: at 13.30% examples, 666708 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:01,697 : INFO : EPOCH 8 - PROGRESS: at 13.57% examples, 664894 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:02,702 : INFO : EPOCH 8 - PROGRESS: at 13.94% examples, 666206 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:03,707 : INFO : EPOCH 8 - PROGRESS: at 14.29% examples, 667815 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:04,716 : INFO : EPOCH 8 - PROGRESS: at 14.65% examples, 669176 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:05,726 : INFO : EPOCH 8 - PROGRESS: at 15.03% examples, 670597 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:06,729 : INFO : EPOCH 8 - PROGRESS: at 15.36% examples, 672460 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:07,733 : INFO : EPOCH 8 - PROGRESS: at 15.69% examples, 673804 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:08,735 : INFO : EPOCH 8 - PROGRESS: at 16.05% examples, 675189 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:09,735 : INFO : EPOCH 8 - PROGRESS: at 16.41% examples, 676413 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:10,743 : INFO : EPOCH 8 - PROGRESS: at 16.75% examples, 677608 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:11,759 : INFO : EPOCH 8 - PROGRESS: at 17.11% examples, 678661 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:12,763 : INFO : EPOCH 8 - PROGRESS: at 17.45% examples, 679811 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:13,766 : INFO : EPOCH 8 - PROGRESS: at 17.81% examples, 680907 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:01:14,775 : INFO : EPOCH 8 - PROGRESS: at 18.17% examples, 681852 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:15,778 : INFO : EPOCH 8 - PROGRESS: at 18.52% examples, 682875 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:16,784 : INFO : EPOCH 8 - PROGRESS: at 18.85% examples, 683866 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:17,787 : INFO : EPOCH 8 - PROGRESS: at 19.19% examples, 684918 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:18,788 : INFO : EPOCH 8 - PROGRESS: at 19.52% examples, 685730 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:19,798 : INFO : EPOCH 8 - PROGRESS: at 19.90% examples, 686501 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:20,802 : INFO : EPOCH 8 - PROGRESS: at 20.28% examples, 687093 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:01:21,807 : INFO : EPOCH 8 - PROGRESS: at 20.62% examples, 687992 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:22,823 : INFO : EPOCH 8 - PROGRESS: at 20.94% examples, 688819 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:23,825 : INFO : EPOCH 8 - PROGRESS: at 21.30% examples, 689687 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:24,846 : INFO : EPOCH 8 - PROGRESS: at 21.66% examples, 690412 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:25,857 : INFO : EPOCH 8 - PROGRESS: at 22.02% examples, 691155 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:26,869 : INFO : EPOCH 8 - PROGRESS: at 22.37% examples, 691854 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:27,876 : INFO : EPOCH 8 - PROGRESS: at 22.73% examples, 692576 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:28,877 : INFO : EPOCH 8 - PROGRESS: at 23.08% examples, 693168 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:29,883 : INFO : EPOCH 8 - PROGRESS: at 23.44% examples, 693745 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:30,890 : INFO : EPOCH 8 - PROGRESS: at 23.81% examples, 694367 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:01:31,906 : INFO : EPOCH 8 - PROGRESS: at 24.20% examples, 694785 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:32,920 : INFO : EPOCH 8 - PROGRESS: at 24.58% examples, 695327 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:33,921 : INFO : EPOCH 8 - PROGRESS: at 24.95% examples, 695873 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:34,921 : INFO : EPOCH 8 - PROGRESS: at 25.29% examples, 696442 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:35,931 : INFO : EPOCH 8 - PROGRESS: at 25.62% examples, 697034 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:36,932 : INFO : EPOCH 8 - PROGRESS: at 25.98% examples, 697751 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:37,934 : INFO : EPOCH 8 - PROGRESS: at 26.35% examples, 698187 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:38,946 : INFO : EPOCH 8 - PROGRESS: at 26.71% examples, 698617 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:39,962 : INFO : EPOCH 8 - PROGRESS: at 27.07% examples, 698943 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:40,963 : INFO : EPOCH 8 - PROGRESS: at 27.42% examples, 699511 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:41,973 : INFO : EPOCH 8 - PROGRESS: at 27.77% examples, 699986 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:42,975 : INFO : EPOCH 8 - PROGRESS: at 28.13% examples, 700292 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:43,979 : INFO : EPOCH 8 - PROGRESS: at 28.50% examples, 700708 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:44,983 : INFO : EPOCH 8 - PROGRESS: at 28.84% examples, 701197 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:45,994 : INFO : EPOCH 8 - PROGRESS: at 29.20% examples, 701615 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:47,007 : INFO : EPOCH 8 - PROGRESS: at 29.54% examples, 701887 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:48,007 : INFO : EPOCH 8 - PROGRESS: at 29.88% examples, 702370 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:49,016 : INFO : EPOCH 8 - PROGRESS: at 30.22% examples, 702757 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:01:50,025 : INFO : EPOCH 8 - PROGRESS: at 30.57% examples, 703053 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:51,034 : INFO : EPOCH 8 - PROGRESS: at 30.93% examples, 703492 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:52,035 : INFO : EPOCH 8 - PROGRESS: at 31.30% examples, 703796 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:53,039 : INFO : EPOCH 8 - PROGRESS: at 31.67% examples, 704033 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:54,040 : INFO : EPOCH 8 - PROGRESS: at 32.01% examples, 704444 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:55,047 : INFO : EPOCH 8 - PROGRESS: at 32.37% examples, 704654 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:01:56,057 : INFO : EPOCH 8 - PROGRESS: at 32.73% examples, 705050 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:57,075 : INFO : EPOCH 8 - PROGRESS: at 33.08% examples, 705420 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:58,086 : INFO : EPOCH 8 - PROGRESS: at 33.44% examples, 705744 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:01:59,089 : INFO : EPOCH 8 - PROGRESS: at 33.81% examples, 705932 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:00,090 : INFO : EPOCH 8 - PROGRESS: at 34.16% examples, 706357 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:01,101 : INFO : EPOCH 8 - PROGRESS: at 34.52% examples, 706628 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:02,107 : INFO : EPOCH 8 - PROGRESS: at 34.87% examples, 707002 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:02:03,131 : INFO : EPOCH 8 - PROGRESS: at 35.22% examples, 707310 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:04,132 : INFO : EPOCH 8 - PROGRESS: at 35.57% examples, 707668 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:05,140 : INFO : EPOCH 8 - PROGRESS: at 35.94% examples, 707898 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:06,150 : INFO : EPOCH 8 - PROGRESS: at 36.29% examples, 708100 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:02:07,154 : INFO : EPOCH 8 - PROGRESS: at 36.63% examples, 708449 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:08,175 : INFO : EPOCH 8 - PROGRESS: at 36.98% examples, 708717 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:09,180 : INFO : EPOCH 8 - PROGRESS: at 37.34% examples, 709024 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:10,191 : INFO : EPOCH 8 - PROGRESS: at 37.71% examples, 709292 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:11,194 : INFO : EPOCH 8 - PROGRESS: at 38.07% examples, 709525 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:12,214 : INFO : EPOCH 8 - PROGRESS: at 38.44% examples, 709717 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:13,218 : INFO : EPOCH 8 - PROGRESS: at 38.83% examples, 709976 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:02:14,233 : INFO : EPOCH 8 - PROGRESS: at 39.20% examples, 710128 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:15,239 : INFO : EPOCH 8 - PROGRESS: at 39.54% examples, 710469 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:02:16,247 : INFO : EPOCH 8 - PROGRESS: at 39.90% examples, 710710 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:17,248 : INFO : EPOCH 8 - PROGRESS: at 40.26% examples, 710935 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:18,250 : INFO : EPOCH 8 - PROGRESS: at 40.60% examples, 711200 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:19,267 : INFO : EPOCH 8 - PROGRESS: at 40.96% examples, 711358 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:20,276 : INFO : EPOCH 8 - PROGRESS: at 41.32% examples, 711614 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:21,289 : INFO : EPOCH 8 - PROGRESS: at 41.67% examples, 711726 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:22,308 : INFO : EPOCH 8 - PROGRESS: at 42.06% examples, 711911 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:23,309 : INFO : EPOCH 8 - PROGRESS: at 42.41% examples, 712237 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:02:24,323 : INFO : EPOCH 8 - PROGRESS: at 42.77% examples, 712385 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:25,325 : INFO : EPOCH 8 - PROGRESS: at 43.12% examples, 712570 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:02:26,339 : INFO : EPOCH 8 - PROGRESS: at 43.46% examples, 712792 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:27,349 : INFO : EPOCH 8 - PROGRESS: at 43.83% examples, 712999 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:28,352 : INFO : EPOCH 8 - PROGRESS: at 44.19% examples, 713176 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:29,357 : INFO : EPOCH 8 - PROGRESS: at 44.55% examples, 713255 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:02:30,357 : INFO : EPOCH 8 - PROGRESS: at 44.89% examples, 713541 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:31,384 : INFO : EPOCH 8 - PROGRESS: at 45.26% examples, 713618 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:32,392 : INFO : EPOCH 8 - PROGRESS: at 45.63% examples, 713847 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:33,403 : INFO : EPOCH 8 - PROGRESS: at 45.97% examples, 714014 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:34,419 : INFO : EPOCH 8 - PROGRESS: at 46.33% examples, 714120 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:35,443 : INFO : EPOCH 8 - PROGRESS: at 46.71% examples, 714300 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:02:36,446 : INFO : EPOCH 8 - PROGRESS: at 47.08% examples, 714437 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:02:37,453 : INFO : EPOCH 8 - PROGRESS: at 47.42% examples, 714601 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:02:38,454 : INFO : EPOCH 8 - PROGRESS: at 47.76% examples, 714804 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:39,472 : INFO : EPOCH 8 - PROGRESS: at 48.14% examples, 714901 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:40,482 : INFO : EPOCH 8 - PROGRESS: at 48.49% examples, 715015 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:41,484 : INFO : EPOCH 8 - PROGRESS: at 48.84% examples, 715190 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:42,484 : INFO : EPOCH 8 - PROGRESS: at 49.17% examples, 715446 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:43,491 : INFO : EPOCH 8 - PROGRESS: at 49.53% examples, 715607 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:44,491 : INFO : EPOCH 8 - PROGRESS: at 49.89% examples, 715793 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:45,495 : INFO : EPOCH 8 - PROGRESS: at 50.22% examples, 715889 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:46,511 : INFO : EPOCH 8 - PROGRESS: at 50.56% examples, 716030 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:47,527 : INFO : EPOCH 8 - PROGRESS: at 50.92% examples, 716208 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:48,535 : INFO : EPOCH 8 - PROGRESS: at 51.25% examples, 716360 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:49,545 : INFO : EPOCH 8 - PROGRESS: at 51.60% examples, 716529 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:50,549 : INFO : EPOCH 8 - PROGRESS: at 51.94% examples, 716704 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:02:51,554 : INFO : EPOCH 8 - PROGRESS: at 52.31% examples, 716844 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:52,561 : INFO : EPOCH 8 - PROGRESS: at 52.70% examples, 716851 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:53,571 : INFO : EPOCH 8 - PROGRESS: at 53.05% examples, 717031 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:54,581 : INFO : EPOCH 8 - PROGRESS: at 53.41% examples, 717201 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:55,583 : INFO : EPOCH 8 - PROGRESS: at 53.79% examples, 717334 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:56,590 : INFO : EPOCH 8 - PROGRESS: at 54.15% examples, 717493 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:57,596 : INFO : EPOCH 8 - PROGRESS: at 54.50% examples, 717576 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:58,599 : INFO : EPOCH 8 - PROGRESS: at 54.86% examples, 717694 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:02:59,606 : INFO : EPOCH 8 - PROGRESS: at 55.20% examples, 717834 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:00,609 : INFO : EPOCH 8 - PROGRESS: at 55.54% examples, 717892 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:01,617 : INFO : EPOCH 8 - PROGRESS: at 55.89% examples, 718062 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:02,623 : INFO : EPOCH 8 - PROGRESS: at 56.27% examples, 718228 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:03:03,633 : INFO : EPOCH 8 - PROGRESS: at 56.61% examples, 718315 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:04,646 : INFO : EPOCH 8 - PROGRESS: at 56.97% examples, 718365 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:05,648 : INFO : EPOCH 8 - PROGRESS: at 57.34% examples, 718545 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:03:06,660 : INFO : EPOCH 8 - PROGRESS: at 57.69% examples, 718715 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:07,662 : INFO : EPOCH 8 - PROGRESS: at 58.03% examples, 718837 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:03:08,666 : INFO : EPOCH 8 - PROGRESS: at 58.39% examples, 718910 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:09,669 : INFO : EPOCH 8 - PROGRESS: at 58.75% examples, 719058 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:10,676 : INFO : EPOCH 8 - PROGRESS: at 59.10% examples, 719129 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:11,680 : INFO : EPOCH 8 - PROGRESS: at 59.46% examples, 719296 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:12,691 : INFO : EPOCH 8 - PROGRESS: at 59.83% examples, 719316 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:13,699 : INFO : EPOCH 8 - PROGRESS: at 60.19% examples, 719383 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:03:14,709 : INFO : EPOCH 8 - PROGRESS: at 60.55% examples, 719497 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:15,711 : INFO : EPOCH 8 - PROGRESS: at 60.94% examples, 719568 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:16,716 : INFO : EPOCH 8 - PROGRESS: at 61.30% examples, 719671 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:17,718 : INFO : EPOCH 8 - PROGRESS: at 61.65% examples, 719765 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:18,730 : INFO : EPOCH 8 - PROGRESS: at 62.06% examples, 719798 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:19,737 : INFO : EPOCH 8 - PROGRESS: at 62.42% examples, 719911 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:20,748 : INFO : EPOCH 8 - PROGRESS: at 62.81% examples, 719984 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:21,763 : INFO : EPOCH 8 - PROGRESS: at 63.18% examples, 720060 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:22,779 : INFO : EPOCH 8 - PROGRESS: at 63.53% examples, 720204 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:23,790 : INFO : EPOCH 8 - PROGRESS: at 63.86% examples, 720231 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:24,791 : INFO : EPOCH 8 - PROGRESS: at 64.21% examples, 720342 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:25,804 : INFO : EPOCH 8 - PROGRESS: at 64.55% examples, 720402 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:03:26,810 : INFO : EPOCH 8 - PROGRESS: at 64.90% examples, 720494 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:27,816 : INFO : EPOCH 8 - PROGRESS: at 65.28% examples, 720541 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:28,828 : INFO : EPOCH 8 - PROGRESS: at 65.63% examples, 720656 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:29,830 : INFO : EPOCH 8 - PROGRESS: at 65.99% examples, 720779 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:30,832 : INFO : EPOCH 8 - PROGRESS: at 66.36% examples, 720797 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:31,843 : INFO : EPOCH 8 - PROGRESS: at 66.71% examples, 720940 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:32,848 : INFO : EPOCH 8 - PROGRESS: at 67.08% examples, 721042 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:03:33,849 : INFO : EPOCH 8 - PROGRESS: at 67.45% examples, 721083 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:34,858 : INFO : EPOCH 8 - PROGRESS: at 67.81% examples, 721158 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:03:35,862 : INFO : EPOCH 8 - PROGRESS: at 68.19% examples, 721271 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:36,869 : INFO : EPOCH 8 - PROGRESS: at 68.54% examples, 721329 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:37,876 : INFO : EPOCH 8 - PROGRESS: at 68.89% examples, 721434 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:38,899 : INFO : EPOCH 8 - PROGRESS: at 69.21% examples, 721371 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:03:39,905 : INFO : EPOCH 8 - PROGRESS: at 69.59% examples, 721309 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:40,908 : INFO : EPOCH 8 - PROGRESS: at 69.88% examples, 720806 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:41,916 : INFO : EPOCH 8 - PROGRESS: at 70.23% examples, 720692 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:42,923 : INFO : EPOCH 8 - PROGRESS: at 70.59% examples, 720748 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:03:43,926 : INFO : EPOCH 8 - PROGRESS: at 70.95% examples, 720855 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:44,930 : INFO : EPOCH 8 - PROGRESS: at 71.31% examples, 720916 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:45,948 : INFO : EPOCH 8 - PROGRESS: at 71.66% examples, 720950 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:46,955 : INFO : EPOCH 8 - PROGRESS: at 72.03% examples, 721077 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:47,957 : INFO : EPOCH 8 - PROGRESS: at 72.39% examples, 721125 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:48,963 : INFO : EPOCH 8 - PROGRESS: at 72.74% examples, 721212 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:49,965 : INFO : EPOCH 8 - PROGRESS: at 73.12% examples, 721279 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:50,981 : INFO : EPOCH 8 - PROGRESS: at 73.51% examples, 721352 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:51,996 : INFO : EPOCH 8 - PROGRESS: at 73.86% examples, 721436 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:53,006 : INFO : EPOCH 8 - PROGRESS: at 74.21% examples, 721489 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:03:54,006 : INFO : EPOCH 8 - PROGRESS: at 74.58% examples, 721575 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:55,008 : INFO : EPOCH 8 - PROGRESS: at 74.94% examples, 721645 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:56,018 : INFO : EPOCH 8 - PROGRESS: at 75.29% examples, 721672 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:03:57,041 : INFO : EPOCH 8 - PROGRESS: at 75.65% examples, 721695 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:58,044 : INFO : EPOCH 8 - PROGRESS: at 76.02% examples, 721733 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:03:59,070 : INFO : EPOCH 8 - PROGRESS: at 76.39% examples, 721790 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:00,074 : INFO : EPOCH 8 - PROGRESS: at 76.74% examples, 721868 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:01,089 : INFO : EPOCH 8 - PROGRESS: at 77.09% examples, 721906 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:02,089 : INFO : EPOCH 8 - PROGRESS: at 77.44% examples, 722007 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:03,090 : INFO : EPOCH 8 - PROGRESS: at 77.78% examples, 722087 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:04,100 : INFO : EPOCH 8 - PROGRESS: at 78.17% examples, 722133 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:05,112 : INFO : EPOCH 8 - PROGRESS: at 78.53% examples, 722200 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:06,125 : INFO : EPOCH 8 - PROGRESS: at 78.91% examples, 722215 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:04:07,141 : INFO : EPOCH 8 - PROGRESS: at 79.27% examples, 721994 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:08,142 : INFO : EPOCH 8 - PROGRESS: at 79.60% examples, 721810 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:09,164 : INFO : EPOCH 8 - PROGRESS: at 79.93% examples, 721542 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:10,167 : INFO : EPOCH 8 - PROGRESS: at 80.24% examples, 721289 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:11,172 : INFO : EPOCH 8 - PROGRESS: at 80.54% examples, 721068 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:04:12,182 : INFO : EPOCH 8 - PROGRESS: at 80.88% examples, 720827 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:13,192 : INFO : EPOCH 8 - PROGRESS: at 81.20% examples, 720617 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:14,206 : INFO : EPOCH 8 - PROGRESS: at 81.54% examples, 720390 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:15,221 : INFO : EPOCH 8 - PROGRESS: at 81.84% examples, 720207 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:16,235 : INFO : EPOCH 8 - PROGRESS: at 82.20% examples, 719963 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:17,248 : INFO : EPOCH 8 - PROGRESS: at 82.53% examples, 719716 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:18,254 : INFO : EPOCH 8 - PROGRESS: at 82.89% examples, 719521 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:19,262 : INFO : EPOCH 8 - PROGRESS: at 83.19% examples, 719316 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:04:20,278 : INFO : EPOCH 8 - PROGRESS: at 83.50% examples, 719080 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:21,285 : INFO : EPOCH 8 - PROGRESS: at 83.83% examples, 718823 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:22,289 : INFO : EPOCH 8 - PROGRESS: at 84.15% examples, 718641 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:23,291 : INFO : EPOCH 8 - PROGRESS: at 84.48% examples, 718467 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:24,299 : INFO : EPOCH 8 - PROGRESS: at 84.80% examples, 718223 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:25,306 : INFO : EPOCH 8 - PROGRESS: at 85.11% examples, 718051 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:26,308 : INFO : EPOCH 8 - PROGRESS: at 85.44% examples, 717851 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:04:27,308 : INFO : EPOCH 8 - PROGRESS: at 85.78% examples, 717665 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:28,314 : INFO : EPOCH 8 - PROGRESS: at 86.12% examples, 717398 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:29,326 : INFO : EPOCH 8 - PROGRESS: at 86.42% examples, 717240 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:30,334 : INFO : EPOCH 8 - PROGRESS: at 86.74% examples, 717009 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:31,337 : INFO : EPOCH 8 - PROGRESS: at 87.05% examples, 716856 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:32,352 : INFO : EPOCH 8 - PROGRESS: at 87.36% examples, 716636 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:33,362 : INFO : EPOCH 8 - PROGRESS: at 87.69% examples, 716432 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:34,368 : INFO : EPOCH 8 - PROGRESS: at 88.00% examples, 716304 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:35,373 : INFO : EPOCH 8 - PROGRESS: at 88.34% examples, 716078 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:36,386 : INFO : EPOCH 8 - PROGRESS: at 88.68% examples, 715880 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:37,400 : INFO : EPOCH 8 - PROGRESS: at 88.99% examples, 715706 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:38,403 : INFO : EPOCH 8 - PROGRESS: at 89.30% examples, 715533 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:39,418 : INFO : EPOCH 8 - PROGRESS: at 89.63% examples, 715364 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:40,426 : INFO : EPOCH 8 - PROGRESS: at 89.94% examples, 715226 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:41,433 : INFO : EPOCH 8 - PROGRESS: at 90.26% examples, 715036 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:04:42,443 : INFO : EPOCH 8 - PROGRESS: at 90.59% examples, 714852 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:43,457 : INFO : EPOCH 8 - PROGRESS: at 90.93% examples, 714650 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:44,460 : INFO : EPOCH 8 - PROGRESS: at 91.25% examples, 714530 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:45,461 : INFO : EPOCH 8 - PROGRESS: at 91.55% examples, 714349 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:46,461 : INFO : EPOCH 8 - PROGRESS: at 91.87% examples, 714173 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:47,472 : INFO : EPOCH 8 - PROGRESS: at 92.21% examples, 713998 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:48,477 : INFO : EPOCH 8 - PROGRESS: at 92.52% examples, 713839 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:49,480 : INFO : EPOCH 8 - PROGRESS: at 92.83% examples, 713658 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:50,482 : INFO : EPOCH 8 - PROGRESS: at 93.15% examples, 713510 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:51,484 : INFO : EPOCH 8 - PROGRESS: at 93.47% examples, 713319 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:52,501 : INFO : EPOCH 8 - PROGRESS: at 93.79% examples, 713151 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:53,502 : INFO : EPOCH 8 - PROGRESS: at 94.13% examples, 712950 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:54,533 : INFO : EPOCH 8 - PROGRESS: at 94.48% examples, 712775 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:55,544 : INFO : EPOCH 8 - PROGRESS: at 94.79% examples, 712653 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:56,550 : INFO : EPOCH 8 - PROGRESS: at 95.10% examples, 712493 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:04:57,566 : INFO : EPOCH 8 - PROGRESS: at 95.41% examples, 712388 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:04:58,576 : INFO : EPOCH 8 - PROGRESS: at 95.75% examples, 712225 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:04:59,585 : INFO : EPOCH 8 - PROGRESS: at 96.08% examples, 712059 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:00,600 : INFO : EPOCH 8 - PROGRESS: at 96.41% examples, 711844 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:05:01,607 : INFO : EPOCH 8 - PROGRESS: at 96.75% examples, 711699 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:02,621 : INFO : EPOCH 8 - PROGRESS: at 97.06% examples, 711552 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:03,637 : INFO : EPOCH 8 - PROGRESS: at 97.40% examples, 711409 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:04,643 : INFO : EPOCH 8 - PROGRESS: at 97.74% examples, 711239 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:05,655 : INFO : EPOCH 8 - PROGRESS: at 98.07% examples, 711096 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:05:06,661 : INFO : EPOCH 8 - PROGRESS: at 98.36% examples, 710944 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:07,683 : INFO : EPOCH 8 - PROGRESS: at 98.70% examples, 710795 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:08,684 : INFO : EPOCH 8 - PROGRESS: at 99.01% examples, 710695 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:09,687 : INFO : EPOCH 8 - PROGRESS: at 99.33% examples, 710519 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:10,692 : INFO : EPOCH 8 - PROGRESS: at 99.63% examples, 710424 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:11,694 : INFO : EPOCH 8 - PROGRESS: at 99.96% examples, 710285 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:11,830 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 21:05:11,833 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 21:05:11,833 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 21:05:11,840 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 21:05:11,841 : INFO : EPOCH - 8 : training on 267492176 raw words (207747298 effective words) took 292.5s, 710296 effective words/s
2020-07-23 21:05:12,858 : INFO : EPOCH 9 - PROGRESS: at 0.31% examples, 651986 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:13,858 : INFO : EPOCH 9 - PROGRESS: at 0.61% examples, 663986 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:14,862 : INFO : EPOCH 9 - PROGRESS: at 0.92% examples, 663878 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:15,879 : INFO : EPOCH 9 - PROGRESS: at 1.26% examples, 661810 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:16,886 : INFO : EPOCH 9 - PROGRESS: at 1.58% examples, 663944 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:17,891 : INFO : EPOCH 9 - PROGRESS: at 1.90% examples, 665400 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:18,891 : INFO : EPOCH 9 - PROGRESS: at 2.21% examples, 666081 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:19,906 : INFO : EPOCH 9 - PROGRESS: at 2.54% examples, 665690 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:20,908 : INFO : EPOCH 9 - PROGRESS: at 2.85% examples, 665978 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:05:21,909 : INFO : EPOCH 9 - PROGRESS: at 3.17% examples, 666876 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:22,921 : INFO : EPOCH 9 - PROGRESS: at 3.50% examples, 666282 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:23,921 : INFO : EPOCH 9 - PROGRESS: at 3.81% examples, 666199 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:24,925 : INFO : EPOCH 9 - PROGRESS: at 4.12% examples, 665234 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:25,927 : INFO : EPOCH 9 - PROGRESS: at 4.44% examples, 666159 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:26,931 : INFO : EPOCH 9 - PROGRESS: at 4.77% examples, 666373 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:27,936 : INFO : EPOCH 9 - PROGRESS: at 5.09% examples, 666180 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:28,948 : INFO : EPOCH 9 - PROGRESS: at 5.44% examples, 665647 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:29,960 : INFO : EPOCH 9 - PROGRESS: at 5.78% examples, 665833 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:30,962 : INFO : EPOCH 9 - PROGRESS: at 6.11% examples, 666379 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:05:31,981 : INFO : EPOCH 9 - PROGRESS: at 6.42% examples, 666785 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:32,993 : INFO : EPOCH 9 - PROGRESS: at 6.75% examples, 666673 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:33,995 : INFO : EPOCH 9 - PROGRESS: at 7.07% examples, 666558 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:35,009 : INFO : EPOCH 9 - PROGRESS: at 7.41% examples, 666748 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:36,025 : INFO : EPOCH 9 - PROGRESS: at 7.72% examples, 666585 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:37,034 : INFO : EPOCH 9 - PROGRESS: at 8.05% examples, 666528 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:38,039 : INFO : EPOCH 9 - PROGRESS: at 8.37% examples, 666588 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:39,046 : INFO : EPOCH 9 - PROGRESS: at 8.68% examples, 667029 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:40,051 : INFO : EPOCH 9 - PROGRESS: at 9.00% examples, 667197 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:41,056 : INFO : EPOCH 9 - PROGRESS: at 9.32% examples, 667057 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:42,058 : INFO : EPOCH 9 - PROGRESS: at 9.66% examples, 667387 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:05:43,061 : INFO : EPOCH 9 - PROGRESS: at 10.01% examples, 667424 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:44,062 : INFO : EPOCH 9 - PROGRESS: at 10.35% examples, 667239 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:45,076 : INFO : EPOCH 9 - PROGRESS: at 10.68% examples, 667337 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:05:46,078 : INFO : EPOCH 9 - PROGRESS: at 11.00% examples, 667060 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:47,095 : INFO : EPOCH 9 - PROGRESS: at 11.33% examples, 667074 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:48,096 : INFO : EPOCH 9 - PROGRESS: at 11.65% examples, 667289 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:49,098 : INFO : EPOCH 9 - PROGRESS: at 11.99% examples, 667366 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:50,106 : INFO : EPOCH 9 - PROGRESS: at 12.31% examples, 667502 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:51,114 : INFO : EPOCH 9 - PROGRESS: at 12.65% examples, 667493 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:52,126 : INFO : EPOCH 9 - PROGRESS: at 12.98% examples, 667554 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:05:53,127 : INFO : EPOCH 9 - PROGRESS: at 13.31% examples, 667607 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:54,139 : INFO : EPOCH 9 - PROGRESS: at 13.62% examples, 667900 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:55,141 : INFO : EPOCH 9 - PROGRESS: at 13.96% examples, 667840 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:05:56,144 : INFO : EPOCH 9 - PROGRESS: at 14.28% examples, 667854 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:57,145 : INFO : EPOCH 9 - PROGRESS: at 14.62% examples, 667775 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:05:58,149 : INFO : EPOCH 9 - PROGRESS: at 14.96% examples, 667787 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:05:59,152 : INFO : EPOCH 9 - PROGRESS: at 15.24% examples, 668101 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:06:00,165 : INFO : EPOCH 9 - PROGRESS: at 15.55% examples, 668001 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:01,174 : INFO : EPOCH 9 - PROGRESS: at 15.88% examples, 668100 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:02,180 : INFO : EPOCH 9 - PROGRESS: at 16.19% examples, 668210 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:03,187 : INFO : EPOCH 9 - PROGRESS: at 16.52% examples, 668158 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:04,200 : INFO : EPOCH 9 - PROGRESS: at 16.83% examples, 668285 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:05,209 : INFO : EPOCH 9 - PROGRESS: at 17.16% examples, 668249 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:06,216 : INFO : EPOCH 9 - PROGRESS: at 17.47% examples, 668306 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:07,225 : INFO : EPOCH 9 - PROGRESS: at 17.79% examples, 668151 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:08,239 : INFO : EPOCH 9 - PROGRESS: at 18.11% examples, 668039 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:06:09,241 : INFO : EPOCH 9 - PROGRESS: at 18.44% examples, 668124 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:10,248 : INFO : EPOCH 9 - PROGRESS: at 18.73% examples, 668138 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:11,262 : INFO : EPOCH 9 - PROGRESS: at 19.05% examples, 668157 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:12,271 : INFO : EPOCH 9 - PROGRESS: at 19.35% examples, 668452 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:06:13,280 : INFO : EPOCH 9 - PROGRESS: at 19.68% examples, 668575 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:14,281 : INFO : EPOCH 9 - PROGRESS: at 20.04% examples, 668424 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:06:15,285 : INFO : EPOCH 9 - PROGRESS: at 20.36% examples, 668432 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:16,305 : INFO : EPOCH 9 - PROGRESS: at 20.68% examples, 668374 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:17,316 : INFO : EPOCH 9 - PROGRESS: at 20.97% examples, 668574 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:18,332 : INFO : EPOCH 9 - PROGRESS: at 21.29% examples, 668453 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:19,347 : INFO : EPOCH 9 - PROGRESS: at 21.60% examples, 668027 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:06:20,369 : INFO : EPOCH 9 - PROGRESS: at 21.91% examples, 667437 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:21,371 : INFO : EPOCH 9 - PROGRESS: at 22.20% examples, 666447 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:22,391 : INFO : EPOCH 9 - PROGRESS: at 22.55% examples, 667379 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:23,398 : INFO : EPOCH 9 - PROGRESS: at 22.90% examples, 668305 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:24,421 : INFO : EPOCH 9 - PROGRESS: at 23.28% examples, 669294 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:25,438 : INFO : EPOCH 9 - PROGRESS: at 23.65% examples, 670203 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:26,458 : INFO : EPOCH 9 - PROGRESS: at 24.03% examples, 671065 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:06:27,460 : INFO : EPOCH 9 - PROGRESS: at 24.41% examples, 671851 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:28,471 : INFO : EPOCH 9 - PROGRESS: at 24.78% examples, 672470 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:29,476 : INFO : EPOCH 9 - PROGRESS: at 25.13% examples, 673214 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:30,484 : INFO : EPOCH 9 - PROGRESS: at 25.46% examples, 674027 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:31,491 : INFO : EPOCH 9 - PROGRESS: at 25.81% examples, 674888 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:32,492 : INFO : EPOCH 9 - PROGRESS: at 26.16% examples, 675880 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:33,507 : INFO : EPOCH 9 - PROGRESS: at 26.55% examples, 676390 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:34,507 : INFO : EPOCH 9 - PROGRESS: at 26.89% examples, 677258 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:35,509 : INFO : EPOCH 9 - PROGRESS: at 27.25% examples, 677982 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:36,516 : INFO : EPOCH 9 - PROGRESS: at 27.59% examples, 678705 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:06:37,523 : INFO : EPOCH 9 - PROGRESS: at 27.95% examples, 679366 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:38,528 : INFO : EPOCH 9 - PROGRESS: at 28.33% examples, 679970 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:39,531 : INFO : EPOCH 9 - PROGRESS: at 28.67% examples, 680737 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:06:40,537 : INFO : EPOCH 9 - PROGRESS: at 29.04% examples, 681336 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:41,549 : INFO : EPOCH 9 - PROGRESS: at 29.39% examples, 681897 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:06:42,563 : INFO : EPOCH 9 - PROGRESS: at 29.71% examples, 682618 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:43,569 : INFO : EPOCH 9 - PROGRESS: at 30.06% examples, 683199 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:44,578 : INFO : EPOCH 9 - PROGRESS: at 30.41% examples, 683851 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:45,593 : INFO : EPOCH 9 - PROGRESS: at 30.75% examples, 684349 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:06:46,596 : INFO : EPOCH 9 - PROGRESS: at 31.13% examples, 684760 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:47,598 : INFO : EPOCH 9 - PROGRESS: at 31.50% examples, 685337 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:48,604 : INFO : EPOCH 9 - PROGRESS: at 31.86% examples, 685761 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:49,613 : INFO : EPOCH 9 - PROGRESS: at 32.22% examples, 686258 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:50,621 : INFO : EPOCH 9 - PROGRESS: at 32.55% examples, 686842 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:51,626 : INFO : EPOCH 9 - PROGRESS: at 32.93% examples, 687354 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:52,634 : INFO : EPOCH 9 - PROGRESS: at 33.28% examples, 687820 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:06:53,634 : INFO : EPOCH 9 - PROGRESS: at 33.63% examples, 688336 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:54,641 : INFO : EPOCH 9 - PROGRESS: at 34.00% examples, 688789 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:55,656 : INFO : EPOCH 9 - PROGRESS: at 34.35% examples, 689206 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:56,658 : INFO : EPOCH 9 - PROGRESS: at 34.72% examples, 689739 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:57,658 : INFO : EPOCH 9 - PROGRESS: at 35.05% examples, 690200 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:58,666 : INFO : EPOCH 9 - PROGRESS: at 35.39% examples, 690634 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:06:59,671 : INFO : EPOCH 9 - PROGRESS: at 35.76% examples, 691153 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:00,673 : INFO : EPOCH 9 - PROGRESS: at 36.11% examples, 691377 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:01,685 : INFO : EPOCH 9 - PROGRESS: at 36.47% examples, 691859 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:02,711 : INFO : EPOCH 9 - PROGRESS: at 36.81% examples, 692220 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:03,728 : INFO : EPOCH 9 - PROGRESS: at 37.14% examples, 692669 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:04,732 : INFO : EPOCH 9 - PROGRESS: at 37.53% examples, 693059 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:05,738 : INFO : EPOCH 9 - PROGRESS: at 37.90% examples, 693443 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:06,741 : INFO : EPOCH 9 - PROGRESS: at 38.25% examples, 693779 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:07,741 : INFO : EPOCH 9 - PROGRESS: at 38.63% examples, 694151 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:08,757 : INFO : EPOCH 9 - PROGRESS: at 39.01% examples, 694409 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:09,762 : INFO : EPOCH 9 - PROGRESS: at 39.37% examples, 694763 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:10,768 : INFO : EPOCH 9 - PROGRESS: at 39.70% examples, 695200 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:11,777 : INFO : EPOCH 9 - PROGRESS: at 40.06% examples, 695516 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:12,781 : INFO : EPOCH 9 - PROGRESS: at 40.41% examples, 695958 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:13,791 : INFO : EPOCH 9 - PROGRESS: at 40.76% examples, 696329 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:14,794 : INFO : EPOCH 9 - PROGRESS: at 41.13% examples, 696604 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:15,804 : INFO : EPOCH 9 - PROGRESS: at 41.47% examples, 696849 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:16,807 : INFO : EPOCH 9 - PROGRESS: at 41.85% examples, 697189 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:17,808 : INFO : EPOCH 9 - PROGRESS: at 42.21% examples, 697422 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:18,809 : INFO : EPOCH 9 - PROGRESS: at 42.57% examples, 697845 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:19,825 : INFO : EPOCH 9 - PROGRESS: at 42.94% examples, 698099 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:07:20,827 : INFO : EPOCH 9 - PROGRESS: at 43.28% examples, 698470 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:21,832 : INFO : EPOCH 9 - PROGRESS: at 43.62% examples, 698815 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:22,833 : INFO : EPOCH 9 - PROGRESS: at 43.96% examples, 698632 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:23,842 : INFO : EPOCH 9 - PROGRESS: at 44.29% examples, 698404 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:07:24,860 : INFO : EPOCH 9 - PROGRESS: at 44.62% examples, 698151 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:25,877 : INFO : EPOCH 9 - PROGRESS: at 44.92% examples, 697897 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:26,888 : INFO : EPOCH 9 - PROGRESS: at 45.26% examples, 697630 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:07:27,892 : INFO : EPOCH 9 - PROGRESS: at 45.59% examples, 697498 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:28,898 : INFO : EPOCH 9 - PROGRESS: at 45.91% examples, 697296 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:07:29,898 : INFO : EPOCH 9 - PROGRESS: at 46.22% examples, 697091 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:30,901 : INFO : EPOCH 9 - PROGRESS: at 46.56% examples, 696901 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:31,902 : INFO : EPOCH 9 - PROGRESS: at 46.87% examples, 696689 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:32,922 : INFO : EPOCH 9 - PROGRESS: at 47.21% examples, 696422 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:07:33,937 : INFO : EPOCH 9 - PROGRESS: at 47.53% examples, 696241 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:34,950 : INFO : EPOCH 9 - PROGRESS: at 47.85% examples, 696022 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:07:35,951 : INFO : EPOCH 9 - PROGRESS: at 48.20% examples, 695834 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:36,956 : INFO : EPOCH 9 - PROGRESS: at 48.52% examples, 695727 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:37,957 : INFO : EPOCH 9 - PROGRESS: at 48.83% examples, 695590 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:07:38,964 : INFO : EPOCH 9 - PROGRESS: at 49.13% examples, 695387 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:39,966 : INFO : EPOCH 9 - PROGRESS: at 49.45% examples, 695161 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:40,975 : INFO : EPOCH 9 - PROGRESS: at 49.77% examples, 695070 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:41,981 : INFO : EPOCH 9 - PROGRESS: at 50.09% examples, 694913 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:42,982 : INFO : EPOCH 9 - PROGRESS: at 50.41% examples, 694749 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:43,985 : INFO : EPOCH 9 - PROGRESS: at 50.71% examples, 694608 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:44,994 : INFO : EPOCH 9 - PROGRESS: at 51.03% examples, 694408 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:45,997 : INFO : EPOCH 9 - PROGRESS: at 51.34% examples, 694300 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:47,008 : INFO : EPOCH 9 - PROGRESS: at 51.64% examples, 694090 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:48,008 : INFO : EPOCH 9 - PROGRESS: at 51.94% examples, 693893 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:49,009 : INFO : EPOCH 9 - PROGRESS: at 52.27% examples, 693717 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:07:50,009 : INFO : EPOCH 9 - PROGRESS: at 52.63% examples, 693525 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:51,021 : INFO : EPOCH 9 - PROGRESS: at 52.95% examples, 693283 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:52,026 : INFO : EPOCH 9 - PROGRESS: at 53.28% examples, 693144 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:07:53,041 : INFO : EPOCH 9 - PROGRESS: at 53.62% examples, 692950 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:54,045 : INFO : EPOCH 9 - PROGRESS: at 53.95% examples, 692813 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:07:55,048 : INFO : EPOCH 9 - PROGRESS: at 54.27% examples, 692711 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:56,058 : INFO : EPOCH 9 - PROGRESS: at 54.58% examples, 692485 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:57,079 : INFO : EPOCH 9 - PROGRESS: at 54.92% examples, 692382 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:58,079 : INFO : EPOCH 9 - PROGRESS: at 55.23% examples, 692282 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:07:59,086 : INFO : EPOCH 9 - PROGRESS: at 55.53% examples, 692094 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:08:00,094 : INFO : EPOCH 9 - PROGRESS: at 55.84% examples, 691915 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:01,100 : INFO : EPOCH 9 - PROGRESS: at 56.19% examples, 691816 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:02,108 : INFO : EPOCH 9 - PROGRESS: at 56.51% examples, 691666 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:03,123 : INFO : EPOCH 9 - PROGRESS: at 56.83% examples, 691547 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:04,128 : INFO : EPOCH 9 - PROGRESS: at 57.17% examples, 691356 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:05,133 : INFO : EPOCH 9 - PROGRESS: at 57.48% examples, 691308 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:08:06,169 : INFO : EPOCH 9 - PROGRESS: at 57.80% examples, 691158 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:07,174 : INFO : EPOCH 9 - PROGRESS: at 58.12% examples, 691109 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:08:08,176 : INFO : EPOCH 9 - PROGRESS: at 58.46% examples, 690948 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:09,180 : INFO : EPOCH 9 - PROGRESS: at 58.78% examples, 690823 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:08:10,194 : INFO : EPOCH 9 - PROGRESS: at 59.10% examples, 690740 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:11,201 : INFO : EPOCH 9 - PROGRESS: at 59.43% examples, 690578 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:08:12,213 : INFO : EPOCH 9 - PROGRESS: at 59.76% examples, 690468 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:13,226 : INFO : EPOCH 9 - PROGRESS: at 60.09% examples, 690363 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:08:14,242 : INFO : EPOCH 9 - PROGRESS: at 60.42% examples, 690272 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:08:15,243 : INFO : EPOCH 9 - PROGRESS: at 60.77% examples, 690180 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:16,247 : INFO : EPOCH 9 - PROGRESS: at 61.12% examples, 690044 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:17,262 : INFO : EPOCH 9 - PROGRESS: at 61.43% examples, 689941 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:18,274 : INFO : EPOCH 9 - PROGRESS: at 61.79% examples, 689805 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:19,278 : INFO : EPOCH 9 - PROGRESS: at 62.14% examples, 689664 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:20,312 : INFO : EPOCH 9 - PROGRESS: at 62.47% examples, 689468 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:08:21,326 : INFO : EPOCH 9 - PROGRESS: at 62.82% examples, 689345 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:22,335 : INFO : EPOCH 9 - PROGRESS: at 63.16% examples, 689241 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:08:23,340 : INFO : EPOCH 9 - PROGRESS: at 63.46% examples, 689120 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:24,349 : INFO : EPOCH 9 - PROGRESS: at 63.79% examples, 689021 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:25,357 : INFO : EPOCH 9 - PROGRESS: at 64.08% examples, 688926 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:08:26,361 : INFO : EPOCH 9 - PROGRESS: at 64.41% examples, 688822 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:27,384 : INFO : EPOCH 9 - PROGRESS: at 64.71% examples, 688682 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:28,411 : INFO : EPOCH 9 - PROGRESS: at 65.05% examples, 688546 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:29,414 : INFO : EPOCH 9 - PROGRESS: at 65.40% examples, 688482 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:30,420 : INFO : EPOCH 9 - PROGRESS: at 65.71% examples, 688347 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:31,431 : INFO : EPOCH 9 - PROGRESS: at 66.03% examples, 688243 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:32,443 : INFO : EPOCH 9 - PROGRESS: at 66.38% examples, 688129 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:33,450 : INFO : EPOCH 9 - PROGRESS: at 66.70% examples, 688086 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:34,460 : INFO : EPOCH 9 - PROGRESS: at 67.03% examples, 687941 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:35,463 : INFO : EPOCH 9 - PROGRESS: at 67.38% examples, 687852 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:36,473 : INFO : EPOCH 9 - PROGRESS: at 67.70% examples, 687744 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:37,480 : INFO : EPOCH 9 - PROGRESS: at 68.02% examples, 687673 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:08:38,486 : INFO : EPOCH 9 - PROGRESS: at 68.37% examples, 687590 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:39,495 : INFO : EPOCH 9 - PROGRESS: at 68.68% examples, 687502 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:40,512 : INFO : EPOCH 9 - PROGRESS: at 68.99% examples, 687457 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:08:41,518 : INFO : EPOCH 9 - PROGRESS: at 69.31% examples, 687377 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:42,528 : INFO : EPOCH 9 - PROGRESS: at 69.65% examples, 687256 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:43,531 : INFO : EPOCH 9 - PROGRESS: at 69.98% examples, 687145 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:44,539 : INFO : EPOCH 9 - PROGRESS: at 70.30% examples, 687088 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:45,543 : INFO : EPOCH 9 - PROGRESS: at 70.64% examples, 686966 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:46,561 : INFO : EPOCH 9 - PROGRESS: at 70.96% examples, 686873 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:47,562 : INFO : EPOCH 9 - PROGRESS: at 71.30% examples, 686813 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:48,569 : INFO : EPOCH 9 - PROGRESS: at 71.60% examples, 686681 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:49,582 : INFO : EPOCH 9 - PROGRESS: at 71.93% examples, 686572 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:50,592 : INFO : EPOCH 9 - PROGRESS: at 72.26% examples, 686483 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:08:51,608 : INFO : EPOCH 9 - PROGRESS: at 72.58% examples, 686379 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:52,621 : INFO : EPOCH 9 - PROGRESS: at 72.92% examples, 686246 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:53,624 : INFO : EPOCH 9 - PROGRESS: at 73.26% examples, 686174 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:54,639 : INFO : EPOCH 9 - PROGRESS: at 73.61% examples, 686069 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:55,640 : INFO : EPOCH 9 - PROGRESS: at 73.91% examples, 686011 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:56,647 : INFO : EPOCH 9 - PROGRESS: at 74.23% examples, 685888 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:57,664 : INFO : EPOCH 9 - PROGRESS: at 74.57% examples, 685832 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:58,668 : INFO : EPOCH 9 - PROGRESS: at 74.90% examples, 685688 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:08:59,674 : INFO : EPOCH 9 - PROGRESS: at 75.20% examples, 685451 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:00,679 : INFO : EPOCH 9 - PROGRESS: at 75.52% examples, 685234 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:01,685 : INFO : EPOCH 9 - PROGRESS: at 75.79% examples, 684688 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:02,692 : INFO : EPOCH 9 - PROGRESS: at 76.15% examples, 684843 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:03,698 : INFO : EPOCH 9 - PROGRESS: at 76.52% examples, 685018 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:04,707 : INFO : EPOCH 9 - PROGRESS: at 76.86% examples, 685220 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:05,713 : INFO : EPOCH 9 - PROGRESS: at 77.21% examples, 685461 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:06,731 : INFO : EPOCH 9 - PROGRESS: at 77.56% examples, 685668 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:07,736 : INFO : EPOCH 9 - PROGRESS: at 77.91% examples, 685892 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:08,738 : INFO : EPOCH 9 - PROGRESS: at 78.28% examples, 686085 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:09,751 : INFO : EPOCH 9 - PROGRESS: at 78.66% examples, 686301 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:10,755 : INFO : EPOCH 9 - PROGRESS: at 79.03% examples, 686506 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:11,778 : INFO : EPOCH 9 - PROGRESS: at 79.41% examples, 686698 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:12,784 : INFO : EPOCH 9 - PROGRESS: at 79.78% examples, 686908 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:13,785 : INFO : EPOCH 9 - PROGRESS: at 80.14% examples, 687093 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:09:14,786 : INFO : EPOCH 9 - PROGRESS: at 80.47% examples, 687325 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:15,789 : INFO : EPOCH 9 - PROGRESS: at 80.82% examples, 687521 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:16,808 : INFO : EPOCH 9 - PROGRESS: at 81.18% examples, 687708 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:17,812 : INFO : EPOCH 9 - PROGRESS: at 81.55% examples, 687952 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:18,813 : INFO : EPOCH 9 - PROGRESS: at 81.89% examples, 688201 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:19,820 : INFO : EPOCH 9 - PROGRESS: at 82.27% examples, 688369 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:20,837 : INFO : EPOCH 9 - PROGRESS: at 82.67% examples, 688541 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:21,839 : INFO : EPOCH 9 - PROGRESS: at 83.01% examples, 688785 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:22,848 : INFO : EPOCH 9 - PROGRESS: at 83.35% examples, 688886 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:23,851 : INFO : EPOCH 9 - PROGRESS: at 83.72% examples, 689066 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:24,869 : INFO : EPOCH 9 - PROGRESS: at 84.07% examples, 689236 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:25,882 : INFO : EPOCH 9 - PROGRESS: at 84.42% examples, 689412 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:26,886 : INFO : EPOCH 9 - PROGRESS: at 84.78% examples, 689643 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:27,896 : INFO : EPOCH 9 - PROGRESS: at 85.12% examples, 689808 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:28,902 : INFO : EPOCH 9 - PROGRESS: at 85.49% examples, 689980 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:29,912 : INFO : EPOCH 9 - PROGRESS: at 85.87% examples, 690177 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:30,921 : INFO : EPOCH 9 - PROGRESS: at 86.23% examples, 690352 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:09:31,929 : INFO : EPOCH 9 - PROGRESS: at 86.55% examples, 690538 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:32,936 : INFO : EPOCH 9 - PROGRESS: at 86.91% examples, 690698 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:33,946 : INFO : EPOCH 9 - PROGRESS: at 87.25% examples, 690832 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:34,961 : INFO : EPOCH 9 - PROGRESS: at 87.62% examples, 690998 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:35,962 : INFO : EPOCH 9 - PROGRESS: at 87.95% examples, 691216 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:36,973 : INFO : EPOCH 9 - PROGRESS: at 88.32% examples, 691311 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:37,988 : INFO : EPOCH 9 - PROGRESS: at 88.69% examples, 691459 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:38,993 : INFO : EPOCH 9 - PROGRESS: at 89.06% examples, 691685 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:09:39,995 : INFO : EPOCH 9 - PROGRESS: at 89.39% examples, 691855 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:40,997 : INFO : EPOCH 9 - PROGRESS: at 89.72% examples, 692049 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:41,998 : INFO : EPOCH 9 - PROGRESS: at 90.07% examples, 692247 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:43,012 : INFO : EPOCH 9 - PROGRESS: at 90.44% examples, 692395 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:44,020 : INFO : EPOCH 9 - PROGRESS: at 90.81% examples, 692547 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:45,027 : INFO : EPOCH 9 - PROGRESS: at 91.15% examples, 692714 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:46,045 : INFO : EPOCH 9 - PROGRESS: at 91.50% examples, 692887 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:47,046 : INFO : EPOCH 9 - PROGRESS: at 91.85% examples, 693036 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:48,048 : INFO : EPOCH 9 - PROGRESS: at 92.22% examples, 693145 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:49,059 : INFO : EPOCH 9 - PROGRESS: at 92.57% examples, 693300 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:09:50,064 : INFO : EPOCH 9 - PROGRESS: at 92.90% examples, 693477 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:51,068 : INFO : EPOCH 9 - PROGRESS: at 93.25% examples, 693617 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:52,068 : INFO : EPOCH 9 - PROGRESS: at 93.61% examples, 693732 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:53,082 : INFO : EPOCH 9 - PROGRESS: at 93.96% examples, 693900 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:09:54,103 : INFO : EPOCH 9 - PROGRESS: at 94.36% examples, 694031 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:55,107 : INFO : EPOCH 9 - PROGRESS: at 94.71% examples, 694203 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:56,117 : INFO : EPOCH 9 - PROGRESS: at 95.04% examples, 694364 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:57,123 : INFO : EPOCH 9 - PROGRESS: at 95.39% examples, 694564 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:58,142 : INFO : EPOCH 9 - PROGRESS: at 95.76% examples, 694652 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:09:59,147 : INFO : EPOCH 9 - PROGRESS: at 96.12% examples, 694788 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:00,157 : INFO : EPOCH 9 - PROGRESS: at 96.48% examples, 694931 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:01,161 : INFO : EPOCH 9 - PROGRESS: at 96.85% examples, 695070 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:02,165 : INFO : EPOCH 9 - PROGRESS: at 97.21% examples, 695228 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:03,166 : INFO : EPOCH 9 - PROGRESS: at 97.57% examples, 695373 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:04,173 : INFO : EPOCH 9 - PROGRESS: at 97.92% examples, 695524 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:05,178 : INFO : EPOCH 9 - PROGRESS: at 98.28% examples, 695631 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:06,186 : INFO : EPOCH 9 - PROGRESS: at 98.63% examples, 695780 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:07,202 : INFO : EPOCH 9 - PROGRESS: at 98.97% examples, 695915 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:08,223 : INFO : EPOCH 9 - PROGRESS: at 99.34% examples, 696054 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:09,223 : INFO : EPOCH 9 - PROGRESS: at 99.68% examples, 696269 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:10,148 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 21:10:10,151 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 21:10:10,154 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 21:10:10,157 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 21:10:10,158 : INFO : EPOCH - 9 : training on 267492176 raw words (207745161 effective words) took 298.3s, 696399 effective words/s
2020-07-23 21:10:11,166 : INFO : EPOCH 10 - PROGRESS: at 0.33% examples, 712249 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:12,176 : INFO : EPOCH 10 - PROGRESS: at 0.67% examples, 728115 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:13,177 : INFO : EPOCH 10 - PROGRESS: at 1.03% examples, 730501 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:14,184 : INFO : EPOCH 10 - PROGRESS: at 1.38% examples, 731381 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:15,198 : INFO : EPOCH 10 - PROGRESS: at 1.74% examples, 731698 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:16,202 : INFO : EPOCH 10 - PROGRESS: at 2.08% examples, 733195 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:17,209 : INFO : EPOCH 10 - PROGRESS: at 2.44% examples, 734731 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:18,213 : INFO : EPOCH 10 - PROGRESS: at 2.80% examples, 733995 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:19,218 : INFO : EPOCH 10 - PROGRESS: at 3.14% examples, 733892 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:20,223 : INFO : EPOCH 10 - PROGRESS: at 3.50% examples, 734225 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:21,238 : INFO : EPOCH 10 - PROGRESS: at 3.85% examples, 734148 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:22,245 : INFO : EPOCH 10 - PROGRESS: at 4.21% examples, 734140 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:23,257 : INFO : EPOCH 10 - PROGRESS: at 4.54% examples, 733228 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:24,267 : INFO : EPOCH 10 - PROGRESS: at 4.91% examples, 732763 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:25,268 : INFO : EPOCH 10 - PROGRESS: at 5.28% examples, 732261 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:26,279 : INFO : EPOCH 10 - PROGRESS: at 5.65% examples, 731889 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:27,282 : INFO : EPOCH 10 - PROGRESS: at 6.02% examples, 732005 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:28,292 : INFO : EPOCH 10 - PROGRESS: at 6.35% examples, 732580 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:29,296 : INFO : EPOCH 10 - PROGRESS: at 6.70% examples, 732493 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:10:30,317 : INFO : EPOCH 10 - PROGRESS: at 7.07% examples, 732507 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:31,319 : INFO : EPOCH 10 - PROGRESS: at 7.43% examples, 732658 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:32,332 : INFO : EPOCH 10 - PROGRESS: at 7.77% examples, 732737 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:33,358 : INFO : EPOCH 10 - PROGRESS: at 8.13% examples, 732526 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:34,364 : INFO : EPOCH 10 - PROGRESS: at 8.48% examples, 733220 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:35,367 : INFO : EPOCH 10 - PROGRESS: at 8.84% examples, 732890 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:36,375 : INFO : EPOCH 10 - PROGRESS: at 9.19% examples, 732927 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:10:37,378 : INFO : EPOCH 10 - PROGRESS: at 9.55% examples, 733314 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:38,381 : INFO : EPOCH 10 - PROGRESS: at 9.94% examples, 733353 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:39,390 : INFO : EPOCH 10 - PROGRESS: at 10.31% examples, 733055 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:40,393 : INFO : EPOCH 10 - PROGRESS: at 10.67% examples, 733053 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:41,396 : INFO : EPOCH 10 - PROGRESS: at 11.03% examples, 732995 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:42,408 : INFO : EPOCH 10 - PROGRESS: at 11.38% examples, 732702 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:43,421 : INFO : EPOCH 10 - PROGRESS: at 11.74% examples, 732811 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:44,424 : INFO : EPOCH 10 - PROGRESS: at 12.12% examples, 733139 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:45,434 : INFO : EPOCH 10 - PROGRESS: at 12.48% examples, 732984 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:46,436 : INFO : EPOCH 10 - PROGRESS: at 12.85% examples, 733251 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:47,437 : INFO : EPOCH 10 - PROGRESS: at 13.21% examples, 733408 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:48,449 : INFO : EPOCH 10 - PROGRESS: at 13.55% examples, 733577 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:49,450 : INFO : EPOCH 10 - PROGRESS: at 13.92% examples, 733757 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:10:50,451 : INFO : EPOCH 10 - PROGRESS: at 14.27% examples, 733787 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:51,463 : INFO : EPOCH 10 - PROGRESS: at 14.64% examples, 733774 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:52,465 : INFO : EPOCH 10 - PROGRESS: at 15.01% examples, 733744 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:53,470 : INFO : EPOCH 10 - PROGRESS: at 15.32% examples, 733833 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:54,474 : INFO : EPOCH 10 - PROGRESS: at 15.67% examples, 733921 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:55,480 : INFO : EPOCH 10 - PROGRESS: at 16.02% examples, 734101 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:56,491 : INFO : EPOCH 10 - PROGRESS: at 16.37% examples, 733998 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:57,516 : INFO : EPOCH 10 - PROGRESS: at 16.73% examples, 734002 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:58,518 : INFO : EPOCH 10 - PROGRESS: at 17.08% examples, 734233 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:10:59,527 : INFO : EPOCH 10 - PROGRESS: at 17.43% examples, 734135 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:00,538 : INFO : EPOCH 10 - PROGRESS: at 17.78% examples, 734222 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:11:01,546 : INFO : EPOCH 10 - PROGRESS: at 18.13% examples, 734236 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:02,559 : INFO : EPOCH 10 - PROGRESS: at 18.50% examples, 734299 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:03,560 : INFO : EPOCH 10 - PROGRESS: at 18.83% examples, 734537 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:04,571 : INFO : EPOCH 10 - PROGRESS: at 19.15% examples, 733676 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:11:05,573 : INFO : EPOCH 10 - PROGRESS: at 19.45% examples, 732631 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:06,580 : INFO : EPOCH 10 - PROGRESS: at 19.79% examples, 731540 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:11:07,581 : INFO : EPOCH 10 - PROGRESS: at 20.13% examples, 730314 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:08,591 : INFO : EPOCH 10 - PROGRESS: at 20.45% examples, 729223 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:09,596 : INFO : EPOCH 10 - PROGRESS: at 20.76% examples, 728215 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:10,600 : INFO : EPOCH 10 - PROGRESS: at 21.07% examples, 727209 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:11,602 : INFO : EPOCH 10 - PROGRESS: at 21.38% examples, 726661 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:12,617 : INFO : EPOCH 10 - PROGRESS: at 21.72% examples, 725642 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:13,625 : INFO : EPOCH 10 - PROGRESS: at 22.05% examples, 724812 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:14,626 : INFO : EPOCH 10 - PROGRESS: at 22.36% examples, 723901 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:15,632 : INFO : EPOCH 10 - PROGRESS: at 22.67% examples, 723112 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:16,634 : INFO : EPOCH 10 - PROGRESS: at 22.99% examples, 722440 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:17,648 : INFO : EPOCH 10 - PROGRESS: at 23.33% examples, 721490 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:18,648 : INFO : EPOCH 10 - PROGRESS: at 23.66% examples, 720572 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:19,657 : INFO : EPOCH 10 - PROGRESS: at 23.99% examples, 719805 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:20,666 : INFO : EPOCH 10 - PROGRESS: at 24.35% examples, 718898 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:21,674 : INFO : EPOCH 10 - PROGRESS: at 24.70% examples, 718169 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:22,696 : INFO : EPOCH 10 - PROGRESS: at 25.01% examples, 717420 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:23,697 : INFO : EPOCH 10 - PROGRESS: at 25.33% examples, 716894 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:24,703 : INFO : EPOCH 10 - PROGRESS: at 25.63% examples, 716244 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:25,703 : INFO : EPOCH 10 - PROGRESS: at 25.95% examples, 715632 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:26,709 : INFO : EPOCH 10 - PROGRESS: at 26.29% examples, 715017 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:27,715 : INFO : EPOCH 10 - PROGRESS: at 26.63% examples, 714324 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:28,730 : INFO : EPOCH 10 - PROGRESS: at 26.95% examples, 713676 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:29,734 : INFO : EPOCH 10 - PROGRESS: at 27.26% examples, 713123 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:30,736 : INFO : EPOCH 10 - PROGRESS: at 27.57% examples, 712673 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:31,744 : INFO : EPOCH 10 - PROGRESS: at 27.89% examples, 712058 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:32,753 : INFO : EPOCH 10 - PROGRESS: at 28.24% examples, 711519 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:11:33,767 : INFO : EPOCH 10 - PROGRESS: at 28.56% examples, 710914 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:34,768 : INFO : EPOCH 10 - PROGRESS: at 28.88% examples, 710504 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:35,784 : INFO : EPOCH 10 - PROGRESS: at 29.21% examples, 710026 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:36,797 : INFO : EPOCH 10 - PROGRESS: at 29.52% examples, 709604 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:37,801 : INFO : EPOCH 10 - PROGRESS: at 29.82% examples, 709108 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:38,806 : INFO : EPOCH 10 - PROGRESS: at 30.13% examples, 708496 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:39,807 : INFO : EPOCH 10 - PROGRESS: at 30.43% examples, 707809 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:40,816 : INFO : EPOCH 10 - PROGRESS: at 30.72% examples, 707072 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:41,820 : INFO : EPOCH 10 - PROGRESS: at 31.02% examples, 705626 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:11:42,837 : INFO : EPOCH 10 - PROGRESS: at 31.40% examples, 705954 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:43,848 : INFO : EPOCH 10 - PROGRESS: at 31.77% examples, 706168 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:44,852 : INFO : EPOCH 10 - PROGRESS: at 32.12% examples, 706569 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:45,855 : INFO : EPOCH 10 - PROGRESS: at 32.46% examples, 706832 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:11:46,860 : INFO : EPOCH 10 - PROGRESS: at 32.83% examples, 707164 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:47,870 : INFO : EPOCH 10 - PROGRESS: at 33.18% examples, 707416 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:48,878 : INFO : EPOCH 10 - PROGRESS: at 33.54% examples, 707731 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:49,902 : INFO : EPOCH 10 - PROGRESS: at 33.91% examples, 707966 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:50,913 : INFO : EPOCH 10 - PROGRESS: at 34.25% examples, 708265 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:11:51,915 : INFO : EPOCH 10 - PROGRESS: at 34.63% examples, 708672 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:52,924 : INFO : EPOCH 10 - PROGRESS: at 34.97% examples, 708843 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:11:53,935 : INFO : EPOCH 10 - PROGRESS: at 35.32% examples, 709202 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:54,942 : INFO : EPOCH 10 - PROGRESS: at 35.68% examples, 709448 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:55,949 : INFO : EPOCH 10 - PROGRESS: at 36.04% examples, 709703 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:56,952 : INFO : EPOCH 10 - PROGRESS: at 36.39% examples, 710035 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:57,953 : INFO : EPOCH 10 - PROGRESS: at 36.73% examples, 710303 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:58,963 : INFO : EPOCH 10 - PROGRESS: at 37.05% examples, 710464 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:11:59,971 : INFO : EPOCH 10 - PROGRESS: at 37.43% examples, 710709 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:00,971 : INFO : EPOCH 10 - PROGRESS: at 37.79% examples, 710924 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:01,995 : INFO : EPOCH 10 - PROGRESS: at 38.15% examples, 711131 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:03,003 : INFO : EPOCH 10 - PROGRESS: at 38.54% examples, 711381 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:04,016 : INFO : EPOCH 10 - PROGRESS: at 38.92% examples, 711582 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:05,018 : INFO : EPOCH 10 - PROGRESS: at 39.29% examples, 711731 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:06,019 : INFO : EPOCH 10 - PROGRESS: at 39.62% examples, 712017 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:07,020 : INFO : EPOCH 10 - PROGRESS: at 39.97% examples, 712283 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:08,023 : INFO : EPOCH 10 - PROGRESS: at 40.34% examples, 712356 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:09,031 : INFO : EPOCH 10 - PROGRESS: at 40.67% examples, 712670 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:10,032 : INFO : EPOCH 10 - PROGRESS: at 41.03% examples, 712907 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:11,035 : INFO : EPOCH 10 - PROGRESS: at 41.39% examples, 713039 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:12,049 : INFO : EPOCH 10 - PROGRESS: at 41.75% examples, 713280 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:13,053 : INFO : EPOCH 10 - PROGRESS: at 42.13% examples, 713422 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:14,064 : INFO : EPOCH 10 - PROGRESS: at 42.48% examples, 713635 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:15,068 : INFO : EPOCH 10 - PROGRESS: at 42.85% examples, 713797 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:16,078 : INFO : EPOCH 10 - PROGRESS: at 43.19% examples, 714009 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:12:17,098 : INFO : EPOCH 10 - PROGRESS: at 43.54% examples, 714166 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:18,104 : INFO : EPOCH 10 - PROGRESS: at 43.89% examples, 714379 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:19,105 : INFO : EPOCH 10 - PROGRESS: at 44.26% examples, 714554 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:12:20,112 : INFO : EPOCH 10 - PROGRESS: at 44.62% examples, 714748 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:21,121 : INFO : EPOCH 10 - PROGRESS: at 44.96% examples, 714974 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:22,124 : INFO : EPOCH 10 - PROGRESS: at 45.33% examples, 715069 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:23,130 : INFO : EPOCH 10 - PROGRESS: at 45.71% examples, 715166 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:24,138 : INFO : EPOCH 10 - PROGRESS: at 46.05% examples, 715376 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:12:25,158 : INFO : EPOCH 10 - PROGRESS: at 46.40% examples, 715478 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:26,162 : INFO : EPOCH 10 - PROGRESS: at 46.77% examples, 715692 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:27,166 : INFO : EPOCH 10 - PROGRESS: at 47.14% examples, 715826 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:28,169 : INFO : EPOCH 10 - PROGRESS: at 47.46% examples, 715961 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:12:29,190 : INFO : EPOCH 10 - PROGRESS: at 47.82% examples, 716059 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:30,213 : INFO : EPOCH 10 - PROGRESS: at 48.21% examples, 716215 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:31,217 : INFO : EPOCH 10 - PROGRESS: at 48.56% examples, 716422 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:32,228 : INFO : EPOCH 10 - PROGRESS: at 48.90% examples, 716559 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:33,231 : INFO : EPOCH 10 - PROGRESS: at 49.24% examples, 716694 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:34,235 : INFO : EPOCH 10 - PROGRESS: at 49.60% examples, 716902 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:35,258 : INFO : EPOCH 10 - PROGRESS: at 49.95% examples, 717071 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:36,267 : INFO : EPOCH 10 - PROGRESS: at 50.31% examples, 717176 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:37,271 : INFO : EPOCH 10 - PROGRESS: at 50.65% examples, 717346 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:38,276 : INFO : EPOCH 10 - PROGRESS: at 50.99% examples, 717532 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:39,282 : INFO : EPOCH 10 - PROGRESS: at 51.33% examples, 717700 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:40,290 : INFO : EPOCH 10 - PROGRESS: at 51.68% examples, 717853 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:41,297 : INFO : EPOCH 10 - PROGRESS: at 52.01% examples, 718041 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:42,300 : INFO : EPOCH 10 - PROGRESS: at 52.39% examples, 718085 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:43,310 : INFO : EPOCH 10 - PROGRESS: at 52.78% examples, 718141 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:44,319 : INFO : EPOCH 10 - PROGRESS: at 53.12% examples, 718211 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:45,324 : INFO : EPOCH 10 - PROGRESS: at 53.49% examples, 718340 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:46,328 : INFO : EPOCH 10 - PROGRESS: at 53.85% examples, 718438 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:47,341 : INFO : EPOCH 10 - PROGRESS: at 54.21% examples, 718592 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:48,345 : INFO : EPOCH 10 - PROGRESS: at 54.57% examples, 718683 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:49,347 : INFO : EPOCH 10 - PROGRESS: at 54.93% examples, 718893 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:50,355 : INFO : EPOCH 10 - PROGRESS: at 55.27% examples, 719005 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:51,359 : INFO : EPOCH 10 - PROGRESS: at 55.60% examples, 719082 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:52,378 : INFO : EPOCH 10 - PROGRESS: at 55.98% examples, 719132 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:12:53,387 : INFO : EPOCH 10 - PROGRESS: at 56.34% examples, 719245 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:12:54,389 : INFO : EPOCH 10 - PROGRESS: at 56.67% examples, 719332 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:12:55,419 : INFO : EPOCH 10 - PROGRESS: at 57.06% examples, 719392 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:12:56,421 : INFO : EPOCH 10 - PROGRESS: at 57.38% examples, 719187 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:12:57,423 : INFO : EPOCH 10 - PROGRESS: at 57.70% examples, 718954 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:58,423 : INFO : EPOCH 10 - PROGRESS: at 57.99% examples, 718639 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:12:59,425 : INFO : EPOCH 10 - PROGRESS: at 58.32% examples, 718308 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:00,432 : INFO : EPOCH 10 - PROGRESS: at 58.67% examples, 717983 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:01,435 : INFO : EPOCH 10 - PROGRESS: at 58.98% examples, 717767 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:02,441 : INFO : EPOCH 10 - PROGRESS: at 59.31% examples, 717504 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:03,455 : INFO : EPOCH 10 - PROGRESS: at 59.63% examples, 717189 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:04,467 : INFO : EPOCH 10 - PROGRESS: at 59.96% examples, 716908 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:05,468 : INFO : EPOCH 10 - PROGRESS: at 60.28% examples, 716608 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:13:06,499 : INFO : EPOCH 10 - PROGRESS: at 60.63% examples, 716266 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:13:07,501 : INFO : EPOCH 10 - PROGRESS: at 60.99% examples, 715987 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:08,505 : INFO : EPOCH 10 - PROGRESS: at 61.30% examples, 715668 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:09,518 : INFO : EPOCH 10 - PROGRESS: at 61.62% examples, 715406 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:10,524 : INFO : EPOCH 10 - PROGRESS: at 61.99% examples, 715061 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:13:11,530 : INFO : EPOCH 10 - PROGRESS: at 62.32% examples, 714773 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:12,537 : INFO : EPOCH 10 - PROGRESS: at 62.66% examples, 714528 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:13,551 : INFO : EPOCH 10 - PROGRESS: at 63.01% examples, 714183 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:14,552 : INFO : EPOCH 10 - PROGRESS: at 63.31% examples, 713931 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:15,558 : INFO : EPOCH 10 - PROGRESS: at 63.63% examples, 713672 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:16,568 : INFO : EPOCH 10 - PROGRESS: at 63.93% examples, 713413 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:17,571 : INFO : EPOCH 10 - PROGRESS: at 64.24% examples, 713257 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:18,582 : INFO : EPOCH 10 - PROGRESS: at 64.56% examples, 712977 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:19,583 : INFO : EPOCH 10 - PROGRESS: at 64.88% examples, 712685 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:20,586 : INFO : EPOCH 10 - PROGRESS: at 65.21% examples, 712418 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:13:21,592 : INFO : EPOCH 10 - PROGRESS: at 65.54% examples, 712197 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:22,606 : INFO : EPOCH 10 - PROGRESS: at 65.88% examples, 711958 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:23,615 : INFO : EPOCH 10 - PROGRESS: at 66.19% examples, 711741 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:24,619 : INFO : EPOCH 10 - PROGRESS: at 66.54% examples, 711515 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:25,642 : INFO : EPOCH 10 - PROGRESS: at 66.86% examples, 711257 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:26,643 : INFO : EPOCH 10 - PROGRESS: at 67.18% examples, 711068 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:27,646 : INFO : EPOCH 10 - PROGRESS: at 67.52% examples, 710773 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:28,657 : INFO : EPOCH 10 - PROGRESS: at 67.84% examples, 710610 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:29,658 : INFO : EPOCH 10 - PROGRESS: at 68.18% examples, 710360 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:30,661 : INFO : EPOCH 10 - PROGRESS: at 68.50% examples, 710176 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:13:31,667 : INFO : EPOCH 10 - PROGRESS: at 68.84% examples, 709985 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:32,674 : INFO : EPOCH 10 - PROGRESS: at 69.12% examples, 709777 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:33,680 : INFO : EPOCH 10 - PROGRESS: at 69.45% examples, 709545 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:34,686 : INFO : EPOCH 10 - PROGRESS: at 69.79% examples, 709346 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:35,698 : INFO : EPOCH 10 - PROGRESS: at 70.11% examples, 709118 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:36,708 : INFO : EPOCH 10 - PROGRESS: at 70.44% examples, 708951 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:37,722 : INFO : EPOCH 10 - PROGRESS: at 70.78% examples, 708715 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:38,730 : INFO : EPOCH 10 - PROGRESS: at 71.10% examples, 708538 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:39,734 : INFO : EPOCH 10 - PROGRESS: at 71.41% examples, 708402 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:40,742 : INFO : EPOCH 10 - PROGRESS: at 71.74% examples, 708156 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:41,743 : INFO : EPOCH 10 - PROGRESS: at 72.08% examples, 707941 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:42,748 : INFO : EPOCH 10 - PROGRESS: at 72.41% examples, 707761 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:43,749 : INFO : EPOCH 10 - PROGRESS: at 72.72% examples, 707544 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:44,757 : INFO : EPOCH 10 - PROGRESS: at 73.07% examples, 707361 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:45,768 : INFO : EPOCH 10 - PROGRESS: at 73.42% examples, 707135 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:46,776 : INFO : EPOCH 10 - PROGRESS: at 73.74% examples, 707013 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:13:47,778 : INFO : EPOCH 10 - PROGRESS: at 74.06% examples, 706833 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:48,792 : INFO : EPOCH 10 - PROGRESS: at 74.38% examples, 706629 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:49,793 : INFO : EPOCH 10 - PROGRESS: at 74.72% examples, 706471 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:13:50,793 : INFO : EPOCH 10 - PROGRESS: at 75.04% examples, 706344 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:51,811 : INFO : EPOCH 10 - PROGRESS: at 75.36% examples, 706115 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:52,835 : INFO : EPOCH 10 - PROGRESS: at 75.71% examples, 705894 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:13:53,836 : INFO : EPOCH 10 - PROGRESS: at 76.03% examples, 705737 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:54,839 : INFO : EPOCH 10 - PROGRESS: at 76.36% examples, 705577 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:55,849 : INFO : EPOCH 10 - PROGRESS: at 76.68% examples, 705396 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:56,863 : INFO : EPOCH 10 - PROGRESS: at 77.01% examples, 705227 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:57,875 : INFO : EPOCH 10 - PROGRESS: at 77.32% examples, 705091 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:13:58,876 : INFO : EPOCH 10 - PROGRESS: at 77.64% examples, 704953 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:13:59,886 : INFO : EPOCH 10 - PROGRESS: at 77.96% examples, 704776 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:00,899 : INFO : EPOCH 10 - PROGRESS: at 78.30% examples, 704592 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:14:01,900 : INFO : EPOCH 10 - PROGRESS: at 78.65% examples, 704460 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:02,906 : INFO : EPOCH 10 - PROGRESS: at 78.98% examples, 704249 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:03,911 : INFO : EPOCH 10 - PROGRESS: at 79.33% examples, 704050 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:04,923 : INFO : EPOCH 10 - PROGRESS: at 79.65% examples, 703853 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:05,941 : INFO : EPOCH 10 - PROGRESS: at 79.98% examples, 703711 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:14:06,957 : INFO : EPOCH 10 - PROGRESS: at 80.28% examples, 703554 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:07,962 : INFO : EPOCH 10 - PROGRESS: at 80.62% examples, 703452 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:08,979 : INFO : EPOCH 10 - PROGRESS: at 80.95% examples, 703271 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:09,985 : INFO : EPOCH 10 - PROGRESS: at 81.26% examples, 703161 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:10,995 : INFO : EPOCH 10 - PROGRESS: at 81.60% examples, 703019 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:11,996 : INFO : EPOCH 10 - PROGRESS: at 81.91% examples, 702944 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:13,002 : INFO : EPOCH 10 - PROGRESS: at 82.25% examples, 702766 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:14,010 : INFO : EPOCH 10 - PROGRESS: at 82.61% examples, 702624 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:15,016 : INFO : EPOCH 10 - PROGRESS: at 82.94% examples, 702490 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:16,017 : INFO : EPOCH 10 - PROGRESS: at 83.24% examples, 702352 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:17,020 : INFO : EPOCH 10 - PROGRESS: at 83.55% examples, 702204 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:18,023 : INFO : EPOCH 10 - PROGRESS: at 83.89% examples, 702011 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:19,026 : INFO : EPOCH 10 - PROGRESS: at 84.17% examples, 701790 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:20,039 : INFO : EPOCH 10 - PROGRESS: at 84.50% examples, 701516 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:21,046 : INFO : EPOCH 10 - PROGRESS: at 84.78% examples, 701046 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:22,057 : INFO : EPOCH 10 - PROGRESS: at 85.10% examples, 701033 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:23,062 : INFO : EPOCH 10 - PROGRESS: at 85.46% examples, 701164 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:24,062 : INFO : EPOCH 10 - PROGRESS: at 85.84% examples, 701291 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:25,064 : INFO : EPOCH 10 - PROGRESS: at 86.20% examples, 701393 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:26,069 : INFO : EPOCH 10 - PROGRESS: at 86.53% examples, 701533 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:27,086 : INFO : EPOCH 10 - PROGRESS: at 86.88% examples, 701655 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:28,088 : INFO : EPOCH 10 - PROGRESS: at 87.22% examples, 701814 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:29,090 : INFO : EPOCH 10 - PROGRESS: at 87.59% examples, 701936 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:14:30,095 : INFO : EPOCH 10 - PROGRESS: at 87.91% examples, 702086 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:31,100 : INFO : EPOCH 10 - PROGRESS: at 88.29% examples, 702199 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:32,100 : INFO : EPOCH 10 - PROGRESS: at 88.66% examples, 702316 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:33,115 : INFO : EPOCH 10 - PROGRESS: at 89.01% examples, 702425 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:34,133 : INFO : EPOCH 10 - PROGRESS: at 89.35% examples, 702564 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:14:35,137 : INFO : EPOCH 10 - PROGRESS: at 89.70% examples, 702699 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:36,150 : INFO : EPOCH 10 - PROGRESS: at 90.04% examples, 702844 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:37,155 : INFO : EPOCH 10 - PROGRESS: at 90.40% examples, 702973 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:14:38,166 : INFO : EPOCH 10 - PROGRESS: at 90.77% examples, 703091 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:39,171 : INFO : EPOCH 10 - PROGRESS: at 91.11% examples, 703212 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:40,173 : INFO : EPOCH 10 - PROGRESS: at 91.46% examples, 703320 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:41,173 : INFO : EPOCH 10 - PROGRESS: at 91.81% examples, 703445 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:42,177 : INFO : EPOCH 10 - PROGRESS: at 92.18% examples, 703544 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:43,196 : INFO : EPOCH 10 - PROGRESS: at 92.53% examples, 703657 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:44,197 : INFO : EPOCH 10 - PROGRESS: at 92.87% examples, 703798 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:45,201 : INFO : EPOCH 10 - PROGRESS: at 93.22% examples, 703934 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:46,201 : INFO : EPOCH 10 - PROGRESS: at 93.59% examples, 704069 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:47,205 : INFO : EPOCH 10 - PROGRESS: at 93.93% examples, 704173 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:48,208 : INFO : EPOCH 10 - PROGRESS: at 94.32% examples, 704249 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:49,218 : INFO : EPOCH 10 - PROGRESS: at 94.67% examples, 704384 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:50,221 : INFO : EPOCH 10 - PROGRESS: at 95.00% examples, 704490 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:51,222 : INFO : EPOCH 10 - PROGRESS: at 95.34% examples, 704631 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:52,224 : INFO : EPOCH 10 - PROGRESS: at 95.71% examples, 704757 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:53,227 : INFO : EPOCH 10 - PROGRESS: at 96.06% examples, 704840 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:54,251 : INFO : EPOCH 10 - PROGRESS: at 96.44% examples, 704925 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:55,253 : INFO : EPOCH 10 - PROGRESS: at 96.80% examples, 705048 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:56,259 : INFO : EPOCH 10 - PROGRESS: at 97.16% examples, 705178 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:57,262 : INFO : EPOCH 10 - PROGRESS: at 97.53% examples, 705305 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:58,266 : INFO : EPOCH 10 - PROGRESS: at 97.88% examples, 705357 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:14:59,266 : INFO : EPOCH 10 - PROGRESS: at 98.23% examples, 705476 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:15:00,270 : INFO : EPOCH 10 - PROGRESS: at 98.57% examples, 705526 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:01,276 : INFO : EPOCH 10 - PROGRESS: at 98.91% examples, 705651 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:02,284 : INFO : EPOCH 10 - PROGRESS: at 99.27% examples, 705748 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:03,303 : INFO : EPOCH 10 - PROGRESS: at 99.61% examples, 705886 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:15:04,306 : INFO : EPOCH 10 - PROGRESS: at 99.96% examples, 706016 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:04,393 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 21:15:04,396 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 21:15:04,403 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 21:15:04,404 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 21:15:04,404 : INFO : EPOCH - 10 : training on 267492176 raw words (207752926 effective words) took 294.2s, 706057 effective words/s
2020-07-23 21:15:05,412 : INFO : EPOCH 11 - PROGRESS: at 0.33% examples, 722224 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:15:06,434 : INFO : EPOCH 11 - PROGRESS: at 0.68% examples, 726647 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:07,442 : INFO : EPOCH 11 - PROGRESS: at 1.04% examples, 731442 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:08,446 : INFO : EPOCH 11 - PROGRESS: at 1.38% examples, 732368 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:09,457 : INFO : EPOCH 11 - PROGRESS: at 1.75% examples, 734619 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:10,458 : INFO : EPOCH 11 - PROGRESS: at 2.09% examples, 735881 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:11,467 : INFO : EPOCH 11 - PROGRESS: at 2.44% examples, 735782 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:12,488 : INFO : EPOCH 11 - PROGRESS: at 2.81% examples, 735198 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:13,498 : INFO : EPOCH 11 - PROGRESS: at 3.16% examples, 736018 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:15:14,506 : INFO : EPOCH 11 - PROGRESS: at 3.53% examples, 736630 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:15,508 : INFO : EPOCH 11 - PROGRESS: at 3.88% examples, 737246 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:15:16,510 : INFO : EPOCH 11 - PROGRESS: at 4.23% examples, 736133 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:17,511 : INFO : EPOCH 11 - PROGRESS: at 4.57% examples, 736508 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:18,516 : INFO : EPOCH 11 - PROGRESS: at 4.93% examples, 736503 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:19,516 : INFO : EPOCH 11 - PROGRESS: at 5.30% examples, 735365 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:20,516 : INFO : EPOCH 11 - PROGRESS: at 5.67% examples, 735188 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:21,521 : INFO : EPOCH 11 - PROGRESS: at 6.04% examples, 735282 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:22,527 : INFO : EPOCH 11 - PROGRESS: at 6.37% examples, 736178 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:23,537 : INFO : EPOCH 11 - PROGRESS: at 6.74% examples, 736341 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:24,544 : INFO : EPOCH 11 - PROGRESS: at 7.10% examples, 736283 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:25,547 : INFO : EPOCH 11 - PROGRESS: at 7.46% examples, 736377 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:26,549 : INFO : EPOCH 11 - PROGRESS: at 7.80% examples, 736064 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:27,550 : INFO : EPOCH 11 - PROGRESS: at 8.15% examples, 736216 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:28,550 : INFO : EPOCH 11 - PROGRESS: at 8.50% examples, 736408 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:29,550 : INFO : EPOCH 11 - PROGRESS: at 8.86% examples, 736593 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:30,555 : INFO : EPOCH 11 - PROGRESS: at 9.21% examples, 736640 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:31,572 : INFO : EPOCH 11 - PROGRESS: at 9.57% examples, 736511 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:32,573 : INFO : EPOCH 11 - PROGRESS: at 9.97% examples, 736741 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:33,588 : INFO : EPOCH 11 - PROGRESS: at 10.35% examples, 736539 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:34,594 : INFO : EPOCH 11 - PROGRESS: at 10.70% examples, 736748 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:35,596 : INFO : EPOCH 11 - PROGRESS: at 11.06% examples, 736590 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:36,603 : INFO : EPOCH 11 - PROGRESS: at 11.43% examples, 736959 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:37,605 : INFO : EPOCH 11 - PROGRESS: at 11.80% examples, 736843 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:38,612 : INFO : EPOCH 11 - PROGRESS: at 12.16% examples, 736972 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:39,614 : INFO : EPOCH 11 - PROGRESS: at 12.52% examples, 736910 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:15:40,625 : INFO : EPOCH 11 - PROGRESS: at 12.90% examples, 737245 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:41,630 : INFO : EPOCH 11 - PROGRESS: at 13.25% examples, 737230 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:42,637 : INFO : EPOCH 11 - PROGRESS: at 13.60% examples, 737436 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:43,642 : INFO : EPOCH 11 - PROGRESS: at 13.97% examples, 737456 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:15:44,643 : INFO : EPOCH 11 - PROGRESS: at 14.32% examples, 737531 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:45,658 : INFO : EPOCH 11 - PROGRESS: at 14.68% examples, 737373 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:46,658 : INFO : EPOCH 11 - PROGRESS: at 15.06% examples, 737184 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:47,673 : INFO : EPOCH 11 - PROGRESS: at 15.38% examples, 737341 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:48,678 : INFO : EPOCH 11 - PROGRESS: at 15.73% examples, 737626 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:49,680 : INFO : EPOCH 11 - PROGRESS: at 16.07% examples, 737652 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:50,695 : INFO : EPOCH 11 - PROGRESS: at 16.44% examples, 737683 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:51,704 : INFO : EPOCH 11 - PROGRESS: at 16.78% examples, 737611 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:52,722 : INFO : EPOCH 11 - PROGRESS: at 17.15% examples, 737735 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:53,736 : INFO : EPOCH 11 - PROGRESS: at 17.50% examples, 737796 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:54,742 : INFO : EPOCH 11 - PROGRESS: at 17.85% examples, 737798 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:55,761 : INFO : EPOCH 11 - PROGRESS: at 18.23% examples, 737786 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:56,779 : INFO : EPOCH 11 - PROGRESS: at 18.57% examples, 737924 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:15:57,797 : INFO : EPOCH 11 - PROGRESS: at 18.92% examples, 737950 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:58,804 : INFO : EPOCH 11 - PROGRESS: at 19.24% examples, 737882 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:15:59,804 : INFO : EPOCH 11 - PROGRESS: at 19.58% examples, 738097 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:00,809 : INFO : EPOCH 11 - PROGRESS: at 19.97% examples, 737864 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:01,810 : INFO : EPOCH 11 - PROGRESS: at 20.34% examples, 737927 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:16:02,813 : INFO : EPOCH 11 - PROGRESS: at 20.69% examples, 738047 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:16:03,836 : INFO : EPOCH 11 - PROGRESS: at 21.01% examples, 737964 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:04,841 : INFO : EPOCH 11 - PROGRESS: at 21.37% examples, 738193 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:05,841 : INFO : EPOCH 11 - PROGRESS: at 21.73% examples, 738219 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:06,842 : INFO : EPOCH 11 - PROGRESS: at 22.09% examples, 738254 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:07,845 : INFO : EPOCH 11 - PROGRESS: at 22.43% examples, 738411 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:08,851 : INFO : EPOCH 11 - PROGRESS: at 22.79% examples, 738329 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:09,866 : INFO : EPOCH 11 - PROGRESS: at 23.15% examples, 738244 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:10,869 : INFO : EPOCH 11 - PROGRESS: at 23.51% examples, 738362 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:11,872 : INFO : EPOCH 11 - PROGRESS: at 23.88% examples, 738356 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:12,878 : INFO : EPOCH 11 - PROGRESS: at 24.27% examples, 738121 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:13,881 : INFO : EPOCH 11 - PROGRESS: at 24.65% examples, 738085 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:14,886 : INFO : EPOCH 11 - PROGRESS: at 25.00% examples, 738097 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:16:15,891 : INFO : EPOCH 11 - PROGRESS: at 25.35% examples, 738126 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:16,894 : INFO : EPOCH 11 - PROGRESS: at 25.69% examples, 738274 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:17,899 : INFO : EPOCH 11 - PROGRESS: at 26.04% examples, 738354 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:18,912 : INFO : EPOCH 11 - PROGRESS: at 26.43% examples, 738285 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:19,936 : INFO : EPOCH 11 - PROGRESS: at 26.78% examples, 738326 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:16:20,944 : INFO : EPOCH 11 - PROGRESS: at 27.15% examples, 738321 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:21,945 : INFO : EPOCH 11 - PROGRESS: at 27.50% examples, 738358 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:22,946 : INFO : EPOCH 11 - PROGRESS: at 27.84% examples, 738338 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:23,952 : INFO : EPOCH 11 - PROGRESS: at 28.21% examples, 738270 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:16:24,953 : INFO : EPOCH 11 - PROGRESS: at 28.57% examples, 738283 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:25,956 : INFO : EPOCH 11 - PROGRESS: at 28.93% examples, 738335 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:16:26,957 : INFO : EPOCH 11 - PROGRESS: at 29.29% examples, 738396 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:27,961 : INFO : EPOCH 11 - PROGRESS: at 29.61% examples, 738446 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:28,961 : INFO : EPOCH 11 - PROGRESS: at 29.95% examples, 738423 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:29,966 : INFO : EPOCH 11 - PROGRESS: at 30.30% examples, 738478 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:30,969 : INFO : EPOCH 11 - PROGRESS: at 30.66% examples, 738599 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:31,974 : INFO : EPOCH 11 - PROGRESS: at 31.02% examples, 738547 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:32,984 : INFO : EPOCH 11 - PROGRESS: at 31.39% examples, 738532 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:33,993 : INFO : EPOCH 11 - PROGRESS: at 31.77% examples, 738472 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:34,996 : INFO : EPOCH 11 - PROGRESS: at 32.12% examples, 738478 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:35,998 : INFO : EPOCH 11 - PROGRESS: at 32.46% examples, 738498 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:37,009 : INFO : EPOCH 11 - PROGRESS: at 32.83% examples, 738530 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:38,010 : INFO : EPOCH 11 - PROGRESS: at 33.19% examples, 738582 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:39,011 : INFO : EPOCH 11 - PROGRESS: at 33.54% examples, 738583 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:16:40,025 : INFO : EPOCH 11 - PROGRESS: at 33.91% examples, 738489 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:41,037 : INFO : EPOCH 11 - PROGRESS: at 34.25% examples, 738473 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:42,063 : INFO : EPOCH 11 - PROGRESS: at 34.63% examples, 738525 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:43,070 : INFO : EPOCH 11 - PROGRESS: at 34.98% examples, 738633 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:44,079 : INFO : EPOCH 11 - PROGRESS: at 35.33% examples, 738636 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:45,079 : INFO : EPOCH 11 - PROGRESS: at 35.69% examples, 738723 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:46,082 : INFO : EPOCH 11 - PROGRESS: at 36.04% examples, 738471 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:47,088 : INFO : EPOCH 11 - PROGRESS: at 36.35% examples, 737746 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:48,092 : INFO : EPOCH 11 - PROGRESS: at 36.66% examples, 737016 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:49,095 : INFO : EPOCH 11 - PROGRESS: at 36.97% examples, 736480 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:50,117 : INFO : EPOCH 11 - PROGRESS: at 37.27% examples, 735716 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:51,123 : INFO : EPOCH 11 - PROGRESS: at 37.63% examples, 735072 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:52,134 : INFO : EPOCH 11 - PROGRESS: at 37.97% examples, 734468 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:53,154 : INFO : EPOCH 11 - PROGRESS: at 38.30% examples, 733871 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:54,161 : INFO : EPOCH 11 - PROGRESS: at 38.64% examples, 733288 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:55,168 : INFO : EPOCH 11 - PROGRESS: at 39.00% examples, 732671 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:56,175 : INFO : EPOCH 11 - PROGRESS: at 39.32% examples, 732126 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:57,186 : INFO : EPOCH 11 - PROGRESS: at 39.62% examples, 731629 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:58,188 : INFO : EPOCH 11 - PROGRESS: at 39.94% examples, 731094 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:16:59,201 : INFO : EPOCH 11 - PROGRESS: at 40.27% examples, 730206 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:00,209 : INFO : EPOCH 11 - PROGRESS: at 40.56% examples, 729468 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:01,224 : INFO : EPOCH 11 - PROGRESS: at 40.85% examples, 728140 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:02,233 : INFO : EPOCH 11 - PROGRESS: at 41.19% examples, 728061 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:03,239 : INFO : EPOCH 11 - PROGRESS: at 41.55% examples, 728125 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:17:04,244 : INFO : EPOCH 11 - PROGRESS: at 41.92% examples, 728166 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:05,250 : INFO : EPOCH 11 - PROGRESS: at 42.28% examples, 728295 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:06,266 : INFO : EPOCH 11 - PROGRESS: at 42.64% examples, 728399 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:17:07,268 : INFO : EPOCH 11 - PROGRESS: at 42.99% examples, 728459 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:08,277 : INFO : EPOCH 11 - PROGRESS: at 43.34% examples, 728605 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:09,278 : INFO : EPOCH 11 - PROGRESS: at 43.70% examples, 728669 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:10,298 : INFO : EPOCH 11 - PROGRESS: at 44.08% examples, 728695 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:11,308 : INFO : EPOCH 11 - PROGRESS: at 44.45% examples, 728833 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:12,319 : INFO : EPOCH 11 - PROGRESS: at 44.78% examples, 728919 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:13,332 : INFO : EPOCH 11 - PROGRESS: at 45.14% examples, 728934 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:14,347 : INFO : EPOCH 11 - PROGRESS: at 45.52% examples, 729037 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:15,347 : INFO : EPOCH 11 - PROGRESS: at 45.87% examples, 729156 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:16,355 : INFO : EPOCH 11 - PROGRESS: at 46.22% examples, 729257 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:17,358 : INFO : EPOCH 11 - PROGRESS: at 46.58% examples, 729375 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:18,368 : INFO : EPOCH 11 - PROGRESS: at 46.95% examples, 729403 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:19,385 : INFO : EPOCH 11 - PROGRESS: at 47.30% examples, 729488 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:20,389 : INFO : EPOCH 11 - PROGRESS: at 47.66% examples, 729526 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:21,401 : INFO : EPOCH 11 - PROGRESS: at 48.02% examples, 729514 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:22,414 : INFO : EPOCH 11 - PROGRESS: at 48.39% examples, 729587 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:23,418 : INFO : EPOCH 11 - PROGRESS: at 48.73% examples, 729669 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:24,422 : INFO : EPOCH 11 - PROGRESS: at 49.06% examples, 729760 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:25,426 : INFO : EPOCH 11 - PROGRESS: at 49.43% examples, 729844 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:26,436 : INFO : EPOCH 11 - PROGRESS: at 49.78% examples, 729893 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:27,444 : INFO : EPOCH 11 - PROGRESS: at 50.14% examples, 730041 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:28,453 : INFO : EPOCH 11 - PROGRESS: at 50.48% examples, 730084 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:29,454 : INFO : EPOCH 11 - PROGRESS: at 50.82% examples, 730230 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:30,457 : INFO : EPOCH 11 - PROGRESS: at 51.17% examples, 730259 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:31,461 : INFO : EPOCH 11 - PROGRESS: at 51.50% examples, 730296 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:32,463 : INFO : EPOCH 11 - PROGRESS: at 51.83% examples, 730389 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:33,472 : INFO : EPOCH 11 - PROGRESS: at 52.19% examples, 730429 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:17:34,479 : INFO : EPOCH 11 - PROGRESS: at 52.58% examples, 730447 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:35,493 : INFO : EPOCH 11 - PROGRESS: at 52.95% examples, 730431 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:36,513 : INFO : EPOCH 11 - PROGRESS: at 53.31% examples, 730456 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:17:37,525 : INFO : EPOCH 11 - PROGRESS: at 53.69% examples, 730534 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:17:38,531 : INFO : EPOCH 11 - PROGRESS: at 54.05% examples, 730576 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:39,533 : INFO : EPOCH 11 - PROGRESS: at 54.41% examples, 730573 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:40,543 : INFO : EPOCH 11 - PROGRESS: at 54.77% examples, 730671 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:41,547 : INFO : EPOCH 11 - PROGRESS: at 55.11% examples, 730769 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:42,554 : INFO : EPOCH 11 - PROGRESS: at 55.45% examples, 730851 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:43,554 : INFO : EPOCH 11 - PROGRESS: at 55.80% examples, 730879 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:44,574 : INFO : EPOCH 11 - PROGRESS: at 56.17% examples, 730944 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:45,575 : INFO : EPOCH 11 - PROGRESS: at 56.52% examples, 731000 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:46,586 : INFO : EPOCH 11 - PROGRESS: at 56.88% examples, 730989 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:17:47,587 : INFO : EPOCH 11 - PROGRESS: at 57.25% examples, 731010 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:48,598 : INFO : EPOCH 11 - PROGRESS: at 57.61% examples, 731189 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:49,602 : INFO : EPOCH 11 - PROGRESS: at 57.94% examples, 731247 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:50,610 : INFO : EPOCH 11 - PROGRESS: at 58.28% examples, 731025 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:51,613 : INFO : EPOCH 11 - PROGRESS: at 58.63% examples, 730633 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:52,622 : INFO : EPOCH 11 - PROGRESS: at 58.95% examples, 730349 words/s, in_qsize 8, out_qsize 1
2020-07-23 21:17:53,626 : INFO : EPOCH 11 - PROGRESS: at 59.26% examples, 729986 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:54,634 : INFO : EPOCH 11 - PROGRESS: at 59.59% examples, 729629 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:55,640 : INFO : EPOCH 11 - PROGRESS: at 59.92% examples, 729302 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:56,653 : INFO : EPOCH 11 - PROGRESS: at 60.24% examples, 728917 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:17:57,654 : INFO : EPOCH 11 - PROGRESS: at 60.58% examples, 728586 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:58,659 : INFO : EPOCH 11 - PROGRESS: at 60.95% examples, 728259 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:17:59,666 : INFO : EPOCH 11 - PROGRESS: at 61.27% examples, 727896 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:00,673 : INFO : EPOCH 11 - PROGRESS: at 61.58% examples, 727531 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:01,682 : INFO : EPOCH 11 - PROGRESS: at 61.95% examples, 727142 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:18:02,691 : INFO : EPOCH 11 - PROGRESS: at 62.29% examples, 726804 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:03,694 : INFO : EPOCH 11 - PROGRESS: at 62.63% examples, 726491 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:04,697 : INFO : EPOCH 11 - PROGRESS: at 62.97% examples, 726127 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:05,705 : INFO : EPOCH 11 - PROGRESS: at 63.29% examples, 725802 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:06,708 : INFO : EPOCH 11 - PROGRESS: at 63.60% examples, 725533 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:07,718 : INFO : EPOCH 11 - PROGRESS: at 63.91% examples, 725172 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:08,732 : INFO : EPOCH 11 - PROGRESS: at 64.22% examples, 724894 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:09,745 : INFO : EPOCH 11 - PROGRESS: at 64.54% examples, 724563 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:10,748 : INFO : EPOCH 11 - PROGRESS: at 64.87% examples, 724369 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:18:11,758 : INFO : EPOCH 11 - PROGRESS: at 65.20% examples, 724008 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:12,763 : INFO : EPOCH 11 - PROGRESS: at 65.53% examples, 723728 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:13,768 : INFO : EPOCH 11 - PROGRESS: at 65.86% examples, 723439 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:14,773 : INFO : EPOCH 11 - PROGRESS: at 66.18% examples, 723199 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:18:15,779 : INFO : EPOCH 11 - PROGRESS: at 66.53% examples, 722906 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:16,779 : INFO : EPOCH 11 - PROGRESS: at 66.84% examples, 722630 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:18:17,791 : INFO : EPOCH 11 - PROGRESS: at 67.18% examples, 722404 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:18:18,795 : INFO : EPOCH 11 - PROGRESS: at 67.52% examples, 722119 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:19,809 : INFO : EPOCH 11 - PROGRESS: at 67.84% examples, 721886 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:20,820 : INFO : EPOCH 11 - PROGRESS: at 68.19% examples, 721585 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:18:23,863 : INFO : EPOCH 11 - PROGRESS: at 69.14% examples, 720875 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:24,866 : INFO : EPOCH 11 - PROGRESS: at 69.49% examples, 720653 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:18:26,872 : INFO : EPOCH 11 - PROGRESS: at 70.14% examples, 720168 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:18:27,874 : INFO : EPOCH 11 - PROGRESS: at 70.47% examples, 719929 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:18:28,874 : INFO : EPOCH 11 - PROGRESS: at 70.81% examples, 719685 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:29,888 : INFO : EPOCH 11 - PROGRESS: at 71.13% examples, 719419 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:18:30,896 : INFO : EPOCH 11 - PROGRESS: at 71.44% examples, 719186 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:31,901 : INFO : EPOCH 11 - PROGRESS: at 71.78% examples, 718979 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:18:32,912 : INFO : EPOCH 11 - PROGRESS: at 72.11% examples, 718700 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:18:34,925 : INFO : EPOCH 11 - PROGRESS: at 72.76% examples, 718210 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:35,925 : INFO : EPOCH 11 - PROGRESS: at 73.11% examples, 717982 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:18:37,959 : INFO : EPOCH 11 - PROGRESS: at 73.78% examples, 717598 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:38,969 : INFO : EPOCH 11 - PROGRESS: at 74.11% examples, 717377 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:18:39,969 : INFO : EPOCH 11 - PROGRESS: at 74.43% examples, 717157 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:18:40,971 : INFO : EPOCH 11 - PROGRESS: at 74.76% examples, 716952 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:18:42,987 : INFO : EPOCH 11 - PROGRESS: at 75.42% examples, 716538 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:18:44,990 : INFO : EPOCH 11 - PROGRESS: at 76.09% examples, 716078 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:19:00,126 : INFO : EPOCH 11 - PROGRESS: at 81.00% examples, 713049 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:19:57,755 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 21:19:57,758 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 21:19:57,760 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 21:19:57,764 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 21:19:57,765 : INFO : EPOCH - 11 : training on 267492176 raw words (207747307 effective words) took 293.4s, 708174 effective words/s
2020-07-23 21:19:58,781 : INFO : EPOCH 12 - PROGRESS: at 0.34% examples, 722914 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:19:59,792 : INFO : EPOCH 12 - PROGRESS: at 0.68% examples, 726767 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:00,805 : INFO : EPOCH 12 - PROGRESS: at 1.04% examples, 730362 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:01,818 : INFO : EPOCH 12 - PROGRESS: at 1.36% examples, 717157 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:20:02,822 : INFO : EPOCH 12 - PROGRESS: at 1.69% examples, 709087 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:03,830 : INFO : EPOCH 12 - PROGRESS: at 2.00% examples, 701742 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:04,848 : INFO : EPOCH 12 - PROGRESS: at 2.31% examples, 696251 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:05,851 : INFO : EPOCH 12 - PROGRESS: at 2.65% examples, 693546 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:06,862 : INFO : EPOCH 12 - PROGRESS: at 2.96% examples, 691084 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:07,865 : INFO : EPOCH 12 - PROGRESS: at 3.29% examples, 688499 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:08,877 : INFO : EPOCH 12 - PROGRESS: at 3.63% examples, 685845 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:09,879 : INFO : EPOCH 12 - PROGRESS: at 3.93% examples, 685732 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:20:10,893 : INFO : EPOCH 12 - PROGRESS: at 4.26% examples, 684081 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:11,911 : INFO : EPOCH 12 - PROGRESS: at 4.58% examples, 683551 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:12,923 : INFO : EPOCH 12 - PROGRESS: at 4.91% examples, 682187 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:13,944 : INFO : EPOCH 12 - PROGRESS: at 5.24% examples, 680682 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:14,956 : INFO : EPOCH 12 - PROGRESS: at 5.59% examples, 679984 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:15,968 : INFO : EPOCH 12 - PROGRESS: at 5.92% examples, 679267 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:16,997 : INFO : EPOCH 12 - PROGRESS: at 6.25% examples, 678733 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:18,004 : INFO : EPOCH 12 - PROGRESS: at 6.56% examples, 678495 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:19,012 : INFO : EPOCH 12 - PROGRESS: at 6.89% examples, 677808 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:20:20,020 : INFO : EPOCH 12 - PROGRESS: at 7.23% examples, 677551 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:21,026 : INFO : EPOCH 12 - PROGRESS: at 7.55% examples, 677039 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:22,028 : INFO : EPOCH 12 - PROGRESS: at 7.85% examples, 676811 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:23,046 : INFO : EPOCH 12 - PROGRESS: at 8.19% examples, 676043 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:24,057 : INFO : EPOCH 12 - PROGRESS: at 8.49% examples, 675631 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:25,072 : INFO : EPOCH 12 - PROGRESS: at 8.82% examples, 675160 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:20:26,080 : INFO : EPOCH 12 - PROGRESS: at 9.15% examples, 675291 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:20:27,086 : INFO : EPOCH 12 - PROGRESS: at 9.47% examples, 675092 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:28,089 : INFO : EPOCH 12 - PROGRESS: at 9.81% examples, 674763 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:29,096 : INFO : EPOCH 12 - PROGRESS: at 10.15% examples, 674310 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:30,106 : INFO : EPOCH 12 - PROGRESS: at 10.50% examples, 674094 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:31,112 : INFO : EPOCH 12 - PROGRESS: at 10.82% examples, 673866 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:32,119 : INFO : EPOCH 12 - PROGRESS: at 11.14% examples, 673773 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:33,136 : INFO : EPOCH 12 - PROGRESS: at 11.47% examples, 673503 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:34,140 : INFO : EPOCH 12 - PROGRESS: at 11.82% examples, 673511 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:35,148 : INFO : EPOCH 12 - PROGRESS: at 12.15% examples, 673622 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:20:36,156 : INFO : EPOCH 12 - PROGRESS: at 12.48% examples, 673517 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:37,172 : INFO : EPOCH 12 - PROGRESS: at 12.82% examples, 673336 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:38,180 : INFO : EPOCH 12 - PROGRESS: at 13.14% examples, 673332 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:39,187 : INFO : EPOCH 12 - PROGRESS: at 13.45% examples, 673283 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:40,190 : INFO : EPOCH 12 - PROGRESS: at 13.79% examples, 673071 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:41,191 : INFO : EPOCH 12 - PROGRESS: at 14.12% examples, 673241 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:42,199 : INFO : EPOCH 12 - PROGRESS: at 14.44% examples, 673071 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:43,227 : INFO : EPOCH 12 - PROGRESS: at 14.77% examples, 672988 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:44,231 : INFO : EPOCH 12 - PROGRESS: at 15.11% examples, 673206 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:45,236 : INFO : EPOCH 12 - PROGRESS: at 15.41% examples, 673082 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:46,254 : INFO : EPOCH 12 - PROGRESS: at 15.72% examples, 673158 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:47,264 : INFO : EPOCH 12 - PROGRESS: at 16.04% examples, 673210 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:48,265 : INFO : EPOCH 12 - PROGRESS: at 16.36% examples, 673190 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:49,285 : INFO : EPOCH 12 - PROGRESS: at 16.68% examples, 672917 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:20:50,285 : INFO : EPOCH 12 - PROGRESS: at 17.00% examples, 673086 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:51,289 : INFO : EPOCH 12 - PROGRESS: at 17.32% examples, 673011 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:52,297 : INFO : EPOCH 12 - PROGRESS: at 17.64% examples, 672850 words/s, in_qsize 8, out_qsize 1
2020-07-23 21:20:53,310 : INFO : EPOCH 12 - PROGRESS: at 17.96% examples, 672828 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:54,310 : INFO : EPOCH 12 - PROGRESS: at 18.31% examples, 672787 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:20:55,322 : INFO : EPOCH 12 - PROGRESS: at 18.60% examples, 672956 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:56,323 : INFO : EPOCH 12 - PROGRESS: at 18.92% examples, 672796 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:20:57,329 : INFO : EPOCH 12 - PROGRESS: at 19.22% examples, 672989 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:58,332 : INFO : EPOCH 12 - PROGRESS: at 19.52% examples, 672955 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:20:59,341 : INFO : EPOCH 12 - PROGRESS: at 19.87% examples, 672977 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:00,345 : INFO : EPOCH 12 - PROGRESS: at 20.22% examples, 672620 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:21:01,347 : INFO : EPOCH 12 - PROGRESS: at 20.53% examples, 672742 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:02,348 : INFO : EPOCH 12 - PROGRESS: at 20.83% examples, 672882 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:03,354 : INFO : EPOCH 12 - PROGRESS: at 21.15% examples, 672704 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:04,356 : INFO : EPOCH 12 - PROGRESS: at 21.45% examples, 672763 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:05,364 : INFO : EPOCH 12 - PROGRESS: at 21.78% examples, 672663 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:06,365 : INFO : EPOCH 12 - PROGRESS: at 22.11% examples, 672682 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:21:07,374 : INFO : EPOCH 12 - PROGRESS: at 22.42% examples, 672765 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:08,386 : INFO : EPOCH 12 - PROGRESS: at 22.76% examples, 672556 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:09,390 : INFO : EPOCH 12 - PROGRESS: at 23.07% examples, 672604 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:10,399 : INFO : EPOCH 12 - PROGRESS: at 23.40% examples, 672428 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:11,403 : INFO : EPOCH 12 - PROGRESS: at 23.73% examples, 672393 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:12,414 : INFO : EPOCH 12 - PROGRESS: at 24.09% examples, 672237 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:13,418 : INFO : EPOCH 12 - PROGRESS: at 24.43% examples, 672100 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:21:14,445 : INFO : EPOCH 12 - PROGRESS: at 24.78% examples, 672036 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:15,452 : INFO : EPOCH 12 - PROGRESS: at 25.10% examples, 672061 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:16,454 : INFO : EPOCH 12 - PROGRESS: at 25.39% examples, 672044 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:21:17,454 : INFO : EPOCH 12 - PROGRESS: at 25.71% examples, 672030 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:18,463 : INFO : EPOCH 12 - PROGRESS: at 26.03% examples, 672079 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:19,473 : INFO : EPOCH 12 - PROGRESS: at 26.38% examples, 671989 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:20,484 : INFO : EPOCH 12 - PROGRESS: at 26.69% examples, 671882 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:21,485 : INFO : EPOCH 12 - PROGRESS: at 27.02% examples, 671883 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:22,493 : INFO : EPOCH 12 - PROGRESS: at 27.34% examples, 671843 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:23,506 : INFO : EPOCH 12 - PROGRESS: at 27.66% examples, 671844 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:24,513 : INFO : EPOCH 12 - PROGRESS: at 27.99% examples, 671765 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:25,518 : INFO : EPOCH 12 - PROGRESS: at 28.32% examples, 671628 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:26,528 : INFO : EPOCH 12 - PROGRESS: at 28.63% examples, 671599 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:27,532 : INFO : EPOCH 12 - PROGRESS: at 28.97% examples, 671644 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:28,556 : INFO : EPOCH 12 - PROGRESS: at 29.30% examples, 671571 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:29,559 : INFO : EPOCH 12 - PROGRESS: at 29.60% examples, 671730 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:30,562 : INFO : EPOCH 12 - PROGRESS: at 29.91% examples, 671716 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:31,568 : INFO : EPOCH 12 - PROGRESS: at 30.22% examples, 671769 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:32,569 : INFO : EPOCH 12 - PROGRESS: at 30.53% examples, 671717 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:21:33,582 : INFO : EPOCH 12 - PROGRESS: at 30.86% examples, 671577 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:34,597 : INFO : EPOCH 12 - PROGRESS: at 31.20% examples, 671663 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:35,607 : INFO : EPOCH 12 - PROGRESS: at 31.54% examples, 671559 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:21:36,613 : INFO : EPOCH 12 - PROGRESS: at 31.87% examples, 671449 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:37,615 : INFO : EPOCH 12 - PROGRESS: at 32.20% examples, 671442 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:21:38,630 : INFO : EPOCH 12 - PROGRESS: at 32.50% examples, 671507 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:39,637 : INFO : EPOCH 12 - PROGRESS: at 32.84% examples, 671424 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:21:40,657 : INFO : EPOCH 12 - PROGRESS: at 33.16% examples, 671428 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:41,657 : INFO : EPOCH 12 - PROGRESS: at 33.48% examples, 671534 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:42,658 : INFO : EPOCH 12 - PROGRESS: at 33.82% examples, 671458 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:43,665 : INFO : EPOCH 12 - PROGRESS: at 34.15% examples, 671444 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:44,673 : INFO : EPOCH 12 - PROGRESS: at 34.46% examples, 671392 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:45,679 : INFO : EPOCH 12 - PROGRESS: at 34.79% examples, 671477 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:46,698 : INFO : EPOCH 12 - PROGRESS: at 35.09% examples, 671444 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:47,716 : INFO : EPOCH 12 - PROGRESS: at 35.43% examples, 671519 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:48,719 : INFO : EPOCH 12 - PROGRESS: at 35.76% examples, 671550 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:49,736 : INFO : EPOCH 12 - PROGRESS: at 36.08% examples, 671425 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:50,737 : INFO : EPOCH 12 - PROGRESS: at 36.40% examples, 671524 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:51,743 : INFO : EPOCH 12 - PROGRESS: at 36.72% examples, 671516 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:52,747 : INFO : EPOCH 12 - PROGRESS: at 37.02% examples, 671553 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:53,756 : INFO : EPOCH 12 - PROGRESS: at 37.35% examples, 671503 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:54,773 : INFO : EPOCH 12 - PROGRESS: at 37.69% examples, 671486 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:55,776 : INFO : EPOCH 12 - PROGRESS: at 38.02% examples, 671413 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:56,781 : INFO : EPOCH 12 - PROGRESS: at 38.35% examples, 671406 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:57,783 : INFO : EPOCH 12 - PROGRESS: at 38.69% examples, 671361 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:21:58,784 : INFO : EPOCH 12 - PROGRESS: at 39.04% examples, 671274 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:21:59,789 : INFO : EPOCH 12 - PROGRESS: at 39.37% examples, 671285 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:00,790 : INFO : EPOCH 12 - PROGRESS: at 39.66% examples, 671278 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:01,792 : INFO : EPOCH 12 - PROGRESS: at 39.99% examples, 671363 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:22:02,801 : INFO : EPOCH 12 - PROGRESS: at 40.33% examples, 671400 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:03,819 : INFO : EPOCH 12 - PROGRESS: at 40.64% examples, 671411 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:04,819 : INFO : EPOCH 12 - PROGRESS: at 40.96% examples, 671516 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:05,824 : INFO : EPOCH 12 - PROGRESS: at 41.29% examples, 671420 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:06,828 : INFO : EPOCH 12 - PROGRESS: at 41.60% examples, 671427 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:07,832 : INFO : EPOCH 12 - PROGRESS: at 41.95% examples, 671343 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:08,845 : INFO : EPOCH 12 - PROGRESS: at 42.28% examples, 671372 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:09,857 : INFO : EPOCH 12 - PROGRESS: at 42.60% examples, 671440 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:10,869 : INFO : EPOCH 12 - PROGRESS: at 42.94% examples, 671369 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:11,872 : INFO : EPOCH 12 - PROGRESS: at 43.26% examples, 671437 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:12,883 : INFO : EPOCH 12 - PROGRESS: at 43.57% examples, 671484 words/s, in_qsize 8, out_qsize 1
2020-07-23 21:22:13,895 : INFO : EPOCH 12 - PROGRESS: at 43.90% examples, 671461 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:14,908 : INFO : EPOCH 12 - PROGRESS: at 44.24% examples, 671467 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:15,911 : INFO : EPOCH 12 - PROGRESS: at 44.57% examples, 671483 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:16,922 : INFO : EPOCH 12 - PROGRESS: at 44.87% examples, 671416 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:17,933 : INFO : EPOCH 12 - PROGRESS: at 45.20% examples, 671357 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:18,947 : INFO : EPOCH 12 - PROGRESS: at 45.52% examples, 671142 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:19,963 : INFO : EPOCH 12 - PROGRESS: at 45.84% examples, 670912 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:20,982 : INFO : EPOCH 12 - PROGRESS: at 46.12% examples, 670336 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:21,987 : INFO : EPOCH 12 - PROGRESS: at 46.47% examples, 670618 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:22,992 : INFO : EPOCH 12 - PROGRESS: at 46.82% examples, 671068 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:24,008 : INFO : EPOCH 12 - PROGRESS: at 47.19% examples, 671480 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:25,013 : INFO : EPOCH 12 - PROGRESS: at 47.54% examples, 671962 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:26,014 : INFO : EPOCH 12 - PROGRESS: at 47.89% examples, 672382 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:27,016 : INFO : EPOCH 12 - PROGRESS: at 48.26% examples, 672777 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:28,016 : INFO : EPOCH 12 - PROGRESS: at 48.61% examples, 673190 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:22:29,027 : INFO : EPOCH 12 - PROGRESS: at 48.95% examples, 673686 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:30,047 : INFO : EPOCH 12 - PROGRESS: at 49.30% examples, 674086 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:31,062 : INFO : EPOCH 12 - PROGRESS: at 49.66% examples, 674546 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:32,069 : INFO : EPOCH 12 - PROGRESS: at 50.00% examples, 674994 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:33,079 : INFO : EPOCH 12 - PROGRESS: at 50.37% examples, 675428 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:34,091 : INFO : EPOCH 12 - PROGRESS: at 50.70% examples, 675775 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:35,095 : INFO : EPOCH 12 - PROGRESS: at 51.04% examples, 676185 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:36,099 : INFO : EPOCH 12 - PROGRESS: at 51.38% examples, 676624 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:22:37,115 : INFO : EPOCH 12 - PROGRESS: at 51.73% examples, 677013 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:38,116 : INFO : EPOCH 12 - PROGRESS: at 52.07% examples, 677382 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:39,128 : INFO : EPOCH 12 - PROGRESS: at 52.45% examples, 677710 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:40,131 : INFO : EPOCH 12 - PROGRESS: at 52.84% examples, 678098 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:41,133 : INFO : EPOCH 12 - PROGRESS: at 53.19% examples, 678448 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:22:42,138 : INFO : EPOCH 12 - PROGRESS: at 53.55% examples, 678806 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:43,143 : INFO : EPOCH 12 - PROGRESS: at 53.92% examples, 679215 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:44,153 : INFO : EPOCH 12 - PROGRESS: at 54.29% examples, 679631 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:22:45,176 : INFO : EPOCH 12 - PROGRESS: at 54.65% examples, 679931 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:46,177 : INFO : EPOCH 12 - PROGRESS: at 55.00% examples, 680333 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:47,181 : INFO : EPOCH 12 - PROGRESS: at 55.33% examples, 680633 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:48,185 : INFO : EPOCH 12 - PROGRESS: at 55.68% examples, 681010 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:49,190 : INFO : EPOCH 12 - PROGRESS: at 56.04% examples, 681279 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:50,203 : INFO : EPOCH 12 - PROGRESS: at 56.39% examples, 681621 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:51,216 : INFO : EPOCH 12 - PROGRESS: at 56.76% examples, 681955 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:52,225 : INFO : EPOCH 12 - PROGRESS: at 57.14% examples, 682313 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:53,239 : INFO : EPOCH 12 - PROGRESS: at 57.48% examples, 682691 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:54,250 : INFO : EPOCH 12 - PROGRESS: at 57.83% examples, 683055 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:55,252 : INFO : EPOCH 12 - PROGRESS: at 58.17% examples, 683343 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:56,266 : INFO : EPOCH 12 - PROGRESS: at 58.57% examples, 683663 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:57,268 : INFO : EPOCH 12 - PROGRESS: at 58.91% examples, 683975 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:58,282 : INFO : EPOCH 12 - PROGRESS: at 59.26% examples, 684279 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:22:59,283 : INFO : EPOCH 12 - PROGRESS: at 59.63% examples, 684580 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:00,285 : INFO : EPOCH 12 - PROGRESS: at 59.98% examples, 684884 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:01,294 : INFO : EPOCH 12 - PROGRESS: at 60.34% examples, 685180 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:02,304 : INFO : EPOCH 12 - PROGRESS: at 60.73% examples, 685381 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:03,309 : INFO : EPOCH 12 - PROGRESS: at 61.11% examples, 685633 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:04,309 : INFO : EPOCH 12 - PROGRESS: at 61.45% examples, 685949 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:05,309 : INFO : EPOCH 12 - PROGRESS: at 61.84% examples, 686155 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:06,322 : INFO : EPOCH 12 - PROGRESS: at 62.21% examples, 686358 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:07,322 : INFO : EPOCH 12 - PROGRESS: at 62.58% examples, 686590 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:08,323 : INFO : EPOCH 12 - PROGRESS: at 62.97% examples, 686867 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:09,335 : INFO : EPOCH 12 - PROGRESS: at 63.31% examples, 687146 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:10,342 : INFO : EPOCH 12 - PROGRESS: at 63.66% examples, 687407 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:11,345 : INFO : EPOCH 12 - PROGRESS: at 63.99% examples, 687658 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:12,345 : INFO : EPOCH 12 - PROGRESS: at 64.33% examples, 687935 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:13,357 : INFO : EPOCH 12 - PROGRESS: at 64.68% examples, 688169 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:14,379 : INFO : EPOCH 12 - PROGRESS: at 65.05% examples, 688361 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:15,381 : INFO : EPOCH 12 - PROGRESS: at 65.43% examples, 688635 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:16,382 : INFO : EPOCH 12 - PROGRESS: at 65.78% examples, 688872 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:17,402 : INFO : EPOCH 12 - PROGRESS: at 66.14% examples, 689084 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:18,422 : INFO : EPOCH 12 - PROGRESS: at 66.52% examples, 689319 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:19,422 : INFO : EPOCH 12 - PROGRESS: at 66.87% examples, 689584 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:20,436 : INFO : EPOCH 12 - PROGRESS: at 67.24% examples, 689830 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:21,439 : INFO : EPOCH 12 - PROGRESS: at 67.61% examples, 690104 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:22,441 : INFO : EPOCH 12 - PROGRESS: at 67.96% examples, 690337 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:23,445 : INFO : EPOCH 12 - PROGRESS: at 68.34% examples, 690553 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:24,455 : INFO : EPOCH 12 - PROGRESS: at 68.69% examples, 690780 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:23:25,457 : INFO : EPOCH 12 - PROGRESS: at 69.02% examples, 690992 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:26,461 : INFO : EPOCH 12 - PROGRESS: at 69.38% examples, 691202 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:27,463 : INFO : EPOCH 12 - PROGRESS: at 69.75% examples, 691412 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:28,467 : INFO : EPOCH 12 - PROGRESS: at 70.10% examples, 691608 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:29,479 : INFO : EPOCH 12 - PROGRESS: at 70.46% examples, 691828 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:30,481 : INFO : EPOCH 12 - PROGRESS: at 70.84% examples, 692055 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:31,497 : INFO : EPOCH 12 - PROGRESS: at 71.21% examples, 692285 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:32,502 : INFO : EPOCH 12 - PROGRESS: at 71.54% examples, 692524 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:33,510 : INFO : EPOCH 12 - PROGRESS: at 71.90% examples, 692684 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:34,511 : INFO : EPOCH 12 - PROGRESS: at 72.27% examples, 692906 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:35,518 : INFO : EPOCH 12 - PROGRESS: at 72.62% examples, 693100 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:36,527 : INFO : EPOCH 12 - PROGRESS: at 73.00% examples, 693272 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:37,531 : INFO : EPOCH 12 - PROGRESS: at 73.39% examples, 693482 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:23:38,547 : INFO : EPOCH 12 - PROGRESS: at 73.74% examples, 693668 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:39,549 : INFO : EPOCH 12 - PROGRESS: at 74.10% examples, 693861 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:40,570 : INFO : EPOCH 12 - PROGRESS: at 74.46% examples, 694050 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:23:41,592 : INFO : EPOCH 12 - PROGRESS: at 74.82% examples, 694262 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:42,607 : INFO : EPOCH 12 - PROGRESS: at 75.19% examples, 694448 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:43,616 : INFO : EPOCH 12 - PROGRESS: at 75.55% examples, 694614 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:44,616 : INFO : EPOCH 12 - PROGRESS: at 75.91% examples, 694756 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:45,619 : INFO : EPOCH 12 - PROGRESS: at 76.27% examples, 695011 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:46,622 : INFO : EPOCH 12 - PROGRESS: at 76.64% examples, 695159 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:47,635 : INFO : EPOCH 12 - PROGRESS: at 77.00% examples, 695285 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:48,656 : INFO : EPOCH 12 - PROGRESS: at 77.34% examples, 695493 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:49,668 : INFO : EPOCH 12 - PROGRESS: at 77.69% examples, 695689 words/s, in_qsize 8, out_qsize 1
2020-07-23 21:23:50,684 : INFO : EPOCH 12 - PROGRESS: at 78.06% examples, 695850 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:51,684 : INFO : EPOCH 12 - PROGRESS: at 78.43% examples, 696057 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:52,685 : INFO : EPOCH 12 - PROGRESS: at 78.79% examples, 696186 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:53,688 : INFO : EPOCH 12 - PROGRESS: at 79.18% examples, 696285 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:23:54,694 : INFO : EPOCH 12 - PROGRESS: at 79.55% examples, 696487 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:55,705 : INFO : EPOCH 12 - PROGRESS: at 79.91% examples, 696683 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:56,707 : INFO : EPOCH 12 - PROGRESS: at 80.25% examples, 696815 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:23:57,723 : INFO : EPOCH 12 - PROGRESS: at 80.60% examples, 696966 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:58,731 : INFO : EPOCH 12 - PROGRESS: at 80.96% examples, 697143 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:23:59,737 : INFO : EPOCH 12 - PROGRESS: at 81.32% examples, 697328 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:00,752 : INFO : EPOCH 12 - PROGRESS: at 81.68% examples, 697498 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:01,764 : INFO : EPOCH 12 - PROGRESS: at 82.05% examples, 697662 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:02,772 : INFO : EPOCH 12 - PROGRESS: at 82.42% examples, 697823 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:03,785 : INFO : EPOCH 12 - PROGRESS: at 82.80% examples, 697991 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:04,796 : INFO : EPOCH 12 - PROGRESS: at 83.15% examples, 698162 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:05,797 : INFO : EPOCH 12 - PROGRESS: at 83.49% examples, 698293 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:06,799 : INFO : EPOCH 12 - PROGRESS: at 83.85% examples, 698417 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:07,812 : INFO : EPOCH 12 - PROGRESS: at 84.19% examples, 698586 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:08,812 : INFO : EPOCH 12 - PROGRESS: at 84.56% examples, 698739 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:09,817 : INFO : EPOCH 12 - PROGRESS: at 84.91% examples, 698897 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:10,823 : INFO : EPOCH 12 - PROGRESS: at 85.26% examples, 699058 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:11,832 : INFO : EPOCH 12 - PROGRESS: at 85.63% examples, 699184 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:24:12,837 : INFO : EPOCH 12 - PROGRESS: at 86.02% examples, 699354 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:13,842 : INFO : EPOCH 12 - PROGRESS: at 86.36% examples, 699513 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:14,848 : INFO : EPOCH 12 - PROGRESS: at 86.69% examples, 699665 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:15,851 : INFO : EPOCH 12 - PROGRESS: at 87.05% examples, 699849 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:16,856 : INFO : EPOCH 12 - PROGRESS: at 87.39% examples, 700006 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:17,857 : INFO : EPOCH 12 - PROGRESS: at 87.74% examples, 700143 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:18,861 : INFO : EPOCH 12 - PROGRESS: at 88.10% examples, 700282 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:19,866 : INFO : EPOCH 12 - PROGRESS: at 88.48% examples, 700411 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:20,878 : INFO : EPOCH 12 - PROGRESS: at 88.83% examples, 700577 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:21,884 : INFO : EPOCH 12 - PROGRESS: at 89.18% examples, 700697 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:24:22,889 : INFO : EPOCH 12 - PROGRESS: at 89.54% examples, 700829 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:23,901 : INFO : EPOCH 12 - PROGRESS: at 89.87% examples, 700963 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:24,905 : INFO : EPOCH 12 - PROGRESS: at 90.23% examples, 701132 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:25,909 : INFO : EPOCH 12 - PROGRESS: at 90.58% examples, 701265 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:26,911 : INFO : EPOCH 12 - PROGRESS: at 90.95% examples, 701388 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:27,920 : INFO : EPOCH 12 - PROGRESS: at 91.30% examples, 701527 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:28,924 : INFO : EPOCH 12 - PROGRESS: at 91.64% examples, 701680 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:29,933 : INFO : EPOCH 12 - PROGRESS: at 91.98% examples, 701810 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:30,937 : INFO : EPOCH 12 - PROGRESS: at 92.36% examples, 701914 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:31,938 : INFO : EPOCH 12 - PROGRESS: at 92.71% examples, 702054 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:32,945 : INFO : EPOCH 12 - PROGRESS: at 93.05% examples, 702209 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:33,949 : INFO : EPOCH 12 - PROGRESS: at 93.41% examples, 702368 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:34,953 : INFO : EPOCH 12 - PROGRESS: at 93.76% examples, 702492 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:35,953 : INFO : EPOCH 12 - PROGRESS: at 94.14% examples, 702598 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:36,953 : INFO : EPOCH 12 - PROGRESS: at 94.51% examples, 702745 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:37,962 : INFO : EPOCH 12 - PROGRESS: at 94.86% examples, 702848 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:24:38,966 : INFO : EPOCH 12 - PROGRESS: at 95.19% examples, 702995 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:39,977 : INFO : EPOCH 12 - PROGRESS: at 95.54% examples, 703105 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:40,992 : INFO : EPOCH 12 - PROGRESS: at 95.91% examples, 703221 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:42,005 : INFO : EPOCH 12 - PROGRESS: at 96.27% examples, 703327 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:43,014 : INFO : EPOCH 12 - PROGRESS: at 96.65% examples, 703449 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:44,030 : INFO : EPOCH 12 - PROGRESS: at 97.00% examples, 703595 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:45,038 : INFO : EPOCH 12 - PROGRESS: at 97.36% examples, 703750 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:46,038 : INFO : EPOCH 12 - PROGRESS: at 97.75% examples, 703856 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:47,045 : INFO : EPOCH 12 - PROGRESS: at 98.11% examples, 704002 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:48,055 : INFO : EPOCH 12 - PROGRESS: at 98.43% examples, 704105 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:49,058 : INFO : EPOCH 12 - PROGRESS: at 98.80% examples, 704248 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:50,068 : INFO : EPOCH 12 - PROGRESS: at 99.15% examples, 704368 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:24:51,070 : INFO : EPOCH 12 - PROGRESS: at 99.50% examples, 704495 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:52,076 : INFO : EPOCH 12 - PROGRESS: at 99.83% examples, 704625 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:52,545 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 21:24:52,547 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 21:24:52,549 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 21:24:52,554 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 21:24:52,554 : INFO : EPOCH - 12 : training on 267492176 raw words (207737105 effective words) took 294.8s, 704704 effective words/s
2020-07-23 21:24:53,569 : INFO : EPOCH 13 - PROGRESS: at 0.34% examples, 724090 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:54,573 : INFO : EPOCH 13 - PROGRESS: at 0.67% examples, 728545 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:24:55,577 : INFO : EPOCH 13 - PROGRESS: at 1.03% examples, 729918 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:56,589 : INFO : EPOCH 13 - PROGRESS: at 1.38% examples, 733566 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:57,590 : INFO : EPOCH 13 - PROGRESS: at 1.74% examples, 732510 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:24:58,592 : INFO : EPOCH 13 - PROGRESS: at 2.08% examples, 733001 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:24:59,605 : INFO : EPOCH 13 - PROGRESS: at 2.42% examples, 731772 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:00,614 : INFO : EPOCH 13 - PROGRESS: at 2.78% examples, 729288 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:01,616 : INFO : EPOCH 13 - PROGRESS: at 3.12% examples, 728148 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:02,623 : INFO : EPOCH 13 - PROGRESS: at 3.46% examples, 726442 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:03,631 : INFO : EPOCH 13 - PROGRESS: at 3.75% examples, 715683 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:04,636 : INFO : EPOCH 13 - PROGRESS: at 4.10% examples, 715645 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:05,646 : INFO : EPOCH 13 - PROGRESS: at 4.44% examples, 717404 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:06,657 : INFO : EPOCH 13 - PROGRESS: at 4.82% examples, 719016 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:07,664 : INFO : EPOCH 13 - PROGRESS: at 5.17% examples, 720133 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:08,678 : INFO : EPOCH 13 - PROGRESS: at 5.56% examples, 721256 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:09,682 : INFO : EPOCH 13 - PROGRESS: at 5.92% examples, 722004 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:25:10,703 : INFO : EPOCH 13 - PROGRESS: at 6.28% examples, 722874 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:11,711 : INFO : EPOCH 13 - PROGRESS: at 6.63% examples, 723490 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:12,717 : INFO : EPOCH 13 - PROGRESS: at 6.97% examples, 724033 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:13,722 : INFO : EPOCH 13 - PROGRESS: at 7.36% examples, 724928 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:14,734 : INFO : EPOCH 13 - PROGRESS: at 7.71% examples, 725389 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:15,736 : INFO : EPOCH 13 - PROGRESS: at 8.06% examples, 725873 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:16,753 : INFO : EPOCH 13 - PROGRESS: at 8.40% examples, 726125 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:17,759 : INFO : EPOCH 13 - PROGRESS: at 8.76% examples, 726792 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:18,767 : INFO : EPOCH 13 - PROGRESS: at 9.12% examples, 727294 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:25:19,774 : INFO : EPOCH 13 - PROGRESS: at 9.48% examples, 727793 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:20,788 : INFO : EPOCH 13 - PROGRESS: at 9.85% examples, 728083 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:25:21,791 : INFO : EPOCH 13 - PROGRESS: at 10.23% examples, 728104 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:22,801 : INFO : EPOCH 13 - PROGRESS: at 10.61% examples, 728541 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:23,825 : INFO : EPOCH 13 - PROGRESS: at 10.96% examples, 728536 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:24,827 : INFO : EPOCH 13 - PROGRESS: at 11.34% examples, 729263 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:25,844 : INFO : EPOCH 13 - PROGRESS: at 11.69% examples, 729476 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:26,859 : INFO : EPOCH 13 - PROGRESS: at 12.07% examples, 729770 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:27,870 : INFO : EPOCH 13 - PROGRESS: at 12.44% examples, 729812 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:28,875 : INFO : EPOCH 13 - PROGRESS: at 12.81% examples, 730177 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:29,876 : INFO : EPOCH 13 - PROGRESS: at 13.16% examples, 730175 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:30,881 : INFO : EPOCH 13 - PROGRESS: at 13.51% examples, 730694 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:25:31,887 : INFO : EPOCH 13 - PROGRESS: at 13.88% examples, 730993 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:32,905 : INFO : EPOCH 13 - PROGRESS: at 14.23% examples, 731127 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:33,909 : INFO : EPOCH 13 - PROGRESS: at 14.61% examples, 731274 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:34,922 : INFO : EPOCH 13 - PROGRESS: at 14.98% examples, 731199 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:35,922 : INFO : EPOCH 13 - PROGRESS: at 15.30% examples, 731590 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:36,934 : INFO : EPOCH 13 - PROGRESS: at 15.63% examples, 731660 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:37,935 : INFO : EPOCH 13 - PROGRESS: at 15.99% examples, 731972 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:38,937 : INFO : EPOCH 13 - PROGRESS: at 16.34% examples, 731895 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:39,941 : INFO : EPOCH 13 - PROGRESS: at 16.70% examples, 732131 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:40,942 : INFO : EPOCH 13 - PROGRESS: at 17.04% examples, 731967 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:41,948 : INFO : EPOCH 13 - PROGRESS: at 17.39% examples, 732260 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:42,956 : INFO : EPOCH 13 - PROGRESS: at 17.75% examples, 732404 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:43,966 : INFO : EPOCH 13 - PROGRESS: at 18.10% examples, 732274 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:44,982 : INFO : EPOCH 13 - PROGRESS: at 18.46% examples, 732222 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:45,987 : INFO : EPOCH 13 - PROGRESS: at 18.79% examples, 732556 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:25:46,993 : INFO : EPOCH 13 - PROGRESS: at 19.13% examples, 732525 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:47,995 : INFO : EPOCH 13 - PROGRESS: at 19.46% examples, 732915 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:49,005 : INFO : EPOCH 13 - PROGRESS: at 19.83% examples, 732964 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:50,006 : INFO : EPOCH 13 - PROGRESS: at 20.22% examples, 732797 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:51,011 : INFO : EPOCH 13 - PROGRESS: at 20.56% examples, 732929 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:52,025 : INFO : EPOCH 13 - PROGRESS: at 20.88% examples, 733105 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:53,025 : INFO : EPOCH 13 - PROGRESS: at 21.24% examples, 733352 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:54,034 : INFO : EPOCH 13 - PROGRESS: at 21.59% examples, 733424 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:55,038 : INFO : EPOCH 13 - PROGRESS: at 21.96% examples, 733570 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:56,045 : INFO : EPOCH 13 - PROGRESS: at 22.32% examples, 733692 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:57,054 : INFO : EPOCH 13 - PROGRESS: at 22.67% examples, 733747 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:58,073 : INFO : EPOCH 13 - PROGRESS: at 23.02% examples, 733743 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:25:59,084 : INFO : EPOCH 13 - PROGRESS: at 23.40% examples, 733901 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:00,100 : INFO : EPOCH 13 - PROGRESS: at 23.76% examples, 733808 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:01,103 : INFO : EPOCH 13 - PROGRESS: at 24.14% examples, 733785 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:26:02,113 : INFO : EPOCH 13 - PROGRESS: at 24.52% examples, 733768 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:26:03,119 : INFO : EPOCH 13 - PROGRESS: at 24.89% examples, 733836 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:04,123 : INFO : EPOCH 13 - PROGRESS: at 25.24% examples, 733677 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:26:05,135 : INFO : EPOCH 13 - PROGRESS: at 25.57% examples, 733805 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:26:06,137 : INFO : EPOCH 13 - PROGRESS: at 25.92% examples, 733892 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:07,150 : INFO : EPOCH 13 - PROGRESS: at 26.30% examples, 734079 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:08,154 : INFO : EPOCH 13 - PROGRESS: at 26.66% examples, 734054 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:09,159 : INFO : EPOCH 13 - PROGRESS: at 27.02% examples, 734229 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:10,166 : INFO : EPOCH 13 - PROGRESS: at 27.37% examples, 734309 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:11,169 : INFO : EPOCH 13 - PROGRESS: at 27.72% examples, 734274 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:12,170 : INFO : EPOCH 13 - PROGRESS: at 28.07% examples, 734313 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:13,184 : INFO : EPOCH 13 - PROGRESS: at 28.46% examples, 734239 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:26:14,201 : INFO : EPOCH 13 - PROGRESS: at 28.80% examples, 734330 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:15,202 : INFO : EPOCH 13 - PROGRESS: at 29.16% examples, 734483 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:16,217 : INFO : EPOCH 13 - PROGRESS: at 29.51% examples, 734482 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:17,223 : INFO : EPOCH 13 - PROGRESS: at 29.84% examples, 734513 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:18,233 : INFO : EPOCH 13 - PROGRESS: at 30.19% examples, 734602 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:19,257 : INFO : EPOCH 13 - PROGRESS: at 30.54% examples, 734658 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:20,267 : INFO : EPOCH 13 - PROGRESS: at 30.90% examples, 734629 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:21,271 : INFO : EPOCH 13 - PROGRESS: at 31.27% examples, 734622 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:22,277 : INFO : EPOCH 13 - PROGRESS: at 31.65% examples, 734532 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:23,288 : INFO : EPOCH 13 - PROGRESS: at 31.99% examples, 734505 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:24,297 : INFO : EPOCH 13 - PROGRESS: at 32.35% examples, 734634 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:25,299 : INFO : EPOCH 13 - PROGRESS: at 32.71% examples, 734667 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:26,306 : INFO : EPOCH 13 - PROGRESS: at 33.05% examples, 734571 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:27,318 : INFO : EPOCH 13 - PROGRESS: at 33.41% examples, 734552 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:28,324 : INFO : EPOCH 13 - PROGRESS: at 33.79% examples, 734634 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:26:29,327 : INFO : EPOCH 13 - PROGRESS: at 34.14% examples, 734616 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:30,341 : INFO : EPOCH 13 - PROGRESS: at 34.50% examples, 734744 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:31,347 : INFO : EPOCH 13 - PROGRESS: at 34.84% examples, 734727 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:32,367 : INFO : EPOCH 13 - PROGRESS: at 35.19% examples, 734797 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:33,375 : INFO : EPOCH 13 - PROGRESS: at 35.54% examples, 734804 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:34,389 : INFO : EPOCH 13 - PROGRESS: at 35.91% examples, 734807 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:35,394 : INFO : EPOCH 13 - PROGRESS: at 36.27% examples, 734939 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:26:36,394 : INFO : EPOCH 13 - PROGRESS: at 36.61% examples, 734935 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:37,400 : INFO : EPOCH 13 - PROGRESS: at 36.95% examples, 734960 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:38,411 : INFO : EPOCH 13 - PROGRESS: at 37.30% examples, 735003 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:39,413 : INFO : EPOCH 13 - PROGRESS: at 37.68% examples, 735035 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:26:40,416 : INFO : EPOCH 13 - PROGRESS: at 38.04% examples, 735119 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:41,441 : INFO : EPOCH 13 - PROGRESS: at 38.41% examples, 735043 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:42,447 : INFO : EPOCH 13 - PROGRESS: at 38.80% examples, 735094 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:26:43,458 : INFO : EPOCH 13 - PROGRESS: at 39.17% examples, 735107 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:44,460 : INFO : EPOCH 13 - PROGRESS: at 39.52% examples, 735126 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:45,464 : INFO : EPOCH 13 - PROGRESS: at 39.86% examples, 735187 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:46,465 : INFO : EPOCH 13 - PROGRESS: at 40.22% examples, 735147 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:47,467 : INFO : EPOCH 13 - PROGRESS: at 40.58% examples, 735298 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:48,469 : INFO : EPOCH 13 - PROGRESS: at 40.93% examples, 735279 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:49,474 : INFO : EPOCH 13 - PROGRESS: at 41.29% examples, 735308 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:50,479 : INFO : EPOCH 13 - PROGRESS: at 41.63% examples, 735327 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:26:51,492 : INFO : EPOCH 13 - PROGRESS: at 42.03% examples, 735348 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:52,492 : INFO : EPOCH 13 - PROGRESS: at 42.38% examples, 735443 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:53,494 : INFO : EPOCH 13 - PROGRESS: at 42.74% examples, 735492 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:26:54,502 : INFO : EPOCH 13 - PROGRESS: at 43.09% examples, 735521 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:26:55,520 : INFO : EPOCH 13 - PROGRESS: at 43.43% examples, 735522 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:56,529 : INFO : EPOCH 13 - PROGRESS: at 43.79% examples, 735492 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:57,529 : INFO : EPOCH 13 - PROGRESS: at 44.16% examples, 735559 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:58,530 : INFO : EPOCH 13 - PROGRESS: at 44.52% examples, 735513 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:26:59,534 : INFO : EPOCH 13 - PROGRESS: at 44.86% examples, 735617 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:00,537 : INFO : EPOCH 13 - PROGRESS: at 45.23% examples, 735607 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:01,551 : INFO : EPOCH 13 - PROGRESS: at 45.59% examples, 735624 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:02,557 : INFO : EPOCH 13 - PROGRESS: at 45.94% examples, 735642 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:03,561 : INFO : EPOCH 13 - PROGRESS: at 46.30% examples, 735607 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:04,570 : INFO : EPOCH 13 - PROGRESS: at 46.66% examples, 735628 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:05,572 : INFO : EPOCH 13 - PROGRESS: at 47.03% examples, 735599 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:06,576 : INFO : EPOCH 13 - PROGRESS: at 47.38% examples, 735662 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:07,582 : INFO : EPOCH 13 - PROGRESS: at 47.72% examples, 735608 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:08,584 : INFO : EPOCH 13 - PROGRESS: at 48.09% examples, 735561 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:09,587 : INFO : EPOCH 13 - PROGRESS: at 48.45% examples, 735610 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:10,587 : INFO : EPOCH 13 - PROGRESS: at 48.79% examples, 735680 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:11,590 : INFO : EPOCH 13 - PROGRESS: at 49.12% examples, 735702 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:12,591 : INFO : EPOCH 13 - PROGRESS: at 49.49% examples, 735726 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:13,592 : INFO : EPOCH 13 - PROGRESS: at 49.83% examples, 735792 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:14,594 : INFO : EPOCH 13 - PROGRESS: at 50.17% examples, 735789 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:15,612 : INFO : EPOCH 13 - PROGRESS: at 50.52% examples, 735717 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:16,620 : INFO : EPOCH 13 - PROGRESS: at 50.86% examples, 735830 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:17,631 : INFO : EPOCH 13 - PROGRESS: at 51.21% examples, 735773 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:18,639 : INFO : EPOCH 13 - PROGRESS: at 51.55% examples, 735850 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:19,646 : INFO : EPOCH 13 - PROGRESS: at 51.87% examples, 735828 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:20,650 : INFO : EPOCH 13 - PROGRESS: at 52.25% examples, 735892 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:21,655 : INFO : EPOCH 13 - PROGRESS: at 52.64% examples, 735786 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:22,655 : INFO : EPOCH 13 - PROGRESS: at 52.99% examples, 735740 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:23,661 : INFO : EPOCH 13 - PROGRESS: at 53.34% examples, 735788 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:24,670 : INFO : EPOCH 13 - PROGRESS: at 53.73% examples, 735755 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:25,674 : INFO : EPOCH 13 - PROGRESS: at 54.08% examples, 735791 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:26,678 : INFO : EPOCH 13 - PROGRESS: at 54.43% examples, 735782 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:27:27,685 : INFO : EPOCH 13 - PROGRESS: at 54.79% examples, 735774 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:28,693 : INFO : EPOCH 13 - PROGRESS: at 55.13% examples, 735828 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:29,705 : INFO : EPOCH 13 - PROGRESS: at 55.48% examples, 735808 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:30,722 : INFO : EPOCH 13 - PROGRESS: at 55.83% examples, 735837 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:31,727 : INFO : EPOCH 13 - PROGRESS: at 56.20% examples, 735858 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:32,729 : INFO : EPOCH 13 - PROGRESS: at 56.56% examples, 735922 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:33,744 : INFO : EPOCH 13 - PROGRESS: at 56.92% examples, 735925 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:34,752 : INFO : EPOCH 13 - PROGRESS: at 57.30% examples, 735969 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:35,754 : INFO : EPOCH 13 - PROGRESS: at 57.63% examples, 736012 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:36,756 : INFO : EPOCH 13 - PROGRESS: at 57.97% examples, 736055 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:27:37,765 : INFO : EPOCH 13 - PROGRESS: at 58.33% examples, 735952 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:38,765 : INFO : EPOCH 13 - PROGRESS: at 58.70% examples, 735835 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:39,767 : INFO : EPOCH 13 - PROGRESS: at 59.03% examples, 735808 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:40,777 : INFO : EPOCH 13 - PROGRESS: at 59.37% examples, 735708 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:41,778 : INFO : EPOCH 13 - PROGRESS: at 59.74% examples, 735660 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:27:42,796 : INFO : EPOCH 13 - PROGRESS: at 60.06% examples, 735215 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:43,798 : INFO : EPOCH 13 - PROGRESS: at 60.39% examples, 734871 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:27:44,808 : INFO : EPOCH 13 - PROGRESS: at 60.77% examples, 734832 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:45,817 : INFO : EPOCH 13 - PROGRESS: at 61.16% examples, 734845 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:46,834 : INFO : EPOCH 13 - PROGRESS: at 61.51% examples, 734873 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:47,835 : INFO : EPOCH 13 - PROGRESS: at 61.91% examples, 734843 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:48,842 : INFO : EPOCH 13 - PROGRESS: at 62.27% examples, 734885 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:49,845 : INFO : EPOCH 13 - PROGRESS: at 62.64% examples, 734871 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:50,847 : INFO : EPOCH 13 - PROGRESS: at 63.04% examples, 734857 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:51,851 : INFO : EPOCH 13 - PROGRESS: at 63.37% examples, 734898 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:52,856 : INFO : EPOCH 13 - PROGRESS: at 63.72% examples, 734918 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:53,868 : INFO : EPOCH 13 - PROGRESS: at 64.05% examples, 734942 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:27:54,874 : INFO : EPOCH 13 - PROGRESS: at 64.41% examples, 734979 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:55,878 : INFO : EPOCH 13 - PROGRESS: at 64.74% examples, 734981 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:56,879 : INFO : EPOCH 13 - PROGRESS: at 65.11% examples, 734960 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:27:57,896 : INFO : EPOCH 13 - PROGRESS: at 65.49% examples, 734955 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:58,904 : INFO : EPOCH 13 - PROGRESS: at 65.85% examples, 734961 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:27:59,913 : INFO : EPOCH 13 - PROGRESS: at 66.21% examples, 735019 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:00,919 : INFO : EPOCH 13 - PROGRESS: at 66.58% examples, 735053 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:01,926 : INFO : EPOCH 13 - PROGRESS: at 66.94% examples, 735071 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:02,941 : INFO : EPOCH 13 - PROGRESS: at 67.31% examples, 735085 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:03,947 : INFO : EPOCH 13 - PROGRESS: at 67.68% examples, 735143 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:28:04,951 : INFO : EPOCH 13 - PROGRESS: at 68.03% examples, 735134 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:05,968 : INFO : EPOCH 13 - PROGRESS: at 68.40% examples, 735129 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:06,991 : INFO : EPOCH 13 - PROGRESS: at 68.77% examples, 735142 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:08,009 : INFO : EPOCH 13 - PROGRESS: at 69.11% examples, 735173 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:09,020 : INFO : EPOCH 13 - PROGRESS: at 69.47% examples, 735173 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:10,024 : INFO : EPOCH 13 - PROGRESS: at 69.83% examples, 735184 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:11,030 : INFO : EPOCH 13 - PROGRESS: at 70.20% examples, 735196 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:12,031 : INFO : EPOCH 13 - PROGRESS: at 70.56% examples, 735203 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:13,039 : INFO : EPOCH 13 - PROGRESS: at 70.92% examples, 735241 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:14,045 : INFO : EPOCH 13 - PROGRESS: at 71.30% examples, 735296 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:15,045 : INFO : EPOCH 13 - PROGRESS: at 71.64% examples, 735300 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:16,048 : INFO : EPOCH 13 - PROGRESS: at 72.00% examples, 735295 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:17,050 : INFO : EPOCH 13 - PROGRESS: at 72.37% examples, 735281 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:18,054 : INFO : EPOCH 13 - PROGRESS: at 72.72% examples, 735300 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:28:19,054 : INFO : EPOCH 13 - PROGRESS: at 73.10% examples, 735312 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:20,057 : INFO : EPOCH 13 - PROGRESS: at 73.48% examples, 735285 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:21,064 : INFO : EPOCH 13 - PROGRESS: at 73.82% examples, 735347 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:22,069 : INFO : EPOCH 13 - PROGRESS: at 74.18% examples, 735344 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:23,091 : INFO : EPOCH 13 - PROGRESS: at 74.54% examples, 735325 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:24,091 : INFO : EPOCH 13 - PROGRESS: at 74.92% examples, 735393 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:25,092 : INFO : EPOCH 13 - PROGRESS: at 75.26% examples, 735367 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:26,095 : INFO : EPOCH 13 - PROGRESS: at 75.62% examples, 735370 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:27,101 : INFO : EPOCH 13 - PROGRESS: at 75.99% examples, 735326 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:28,102 : INFO : EPOCH 13 - PROGRESS: at 76.35% examples, 735376 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:29,104 : INFO : EPOCH 13 - PROGRESS: at 76.71% examples, 735364 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:30,110 : INFO : EPOCH 13 - PROGRESS: at 77.06% examples, 735385 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:31,131 : INFO : EPOCH 13 - PROGRESS: at 77.41% examples, 735364 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:32,147 : INFO : EPOCH 13 - PROGRESS: at 77.75% examples, 735380 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:33,154 : INFO : EPOCH 13 - PROGRESS: at 78.13% examples, 735394 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:34,160 : INFO : EPOCH 13 - PROGRESS: at 78.50% examples, 735388 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:35,161 : INFO : EPOCH 13 - PROGRESS: at 78.88% examples, 735405 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:36,171 : INFO : EPOCH 13 - PROGRESS: at 79.27% examples, 735357 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:37,187 : INFO : EPOCH 13 - PROGRESS: at 79.62% examples, 735359 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:38,196 : INFO : EPOCH 13 - PROGRESS: at 79.98% examples, 735343 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:39,203 : INFO : EPOCH 13 - PROGRESS: at 80.31% examples, 735295 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:28:40,207 : INFO : EPOCH 13 - PROGRESS: at 80.65% examples, 735056 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:41,220 : INFO : EPOCH 13 - PROGRESS: at 80.97% examples, 734735 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:42,228 : INFO : EPOCH 13 - PROGRESS: at 81.29% examples, 734482 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:43,232 : INFO : EPOCH 13 - PROGRESS: at 81.62% examples, 734182 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:44,244 : INFO : EPOCH 13 - PROGRESS: at 81.94% examples, 733931 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:45,268 : INFO : EPOCH 13 - PROGRESS: at 82.29% examples, 733603 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:46,269 : INFO : EPOCH 13 - PROGRESS: at 82.64% examples, 733332 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:47,285 : INFO : EPOCH 13 - PROGRESS: at 82.96% examples, 733089 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:48,292 : INFO : EPOCH 13 - PROGRESS: at 83.28% examples, 732778 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:49,293 : INFO : EPOCH 13 - PROGRESS: at 83.59% examples, 732504 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:50,303 : INFO : EPOCH 13 - PROGRESS: at 83.92% examples, 732210 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:51,306 : INFO : EPOCH 13 - PROGRESS: at 84.22% examples, 731982 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:52,307 : INFO : EPOCH 13 - PROGRESS: at 84.57% examples, 731743 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:53,324 : INFO : EPOCH 13 - PROGRESS: at 84.88% examples, 731458 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:54,325 : INFO : EPOCH 13 - PROGRESS: at 85.20% examples, 731221 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:28:55,337 : INFO : EPOCH 13 - PROGRESS: at 85.54% examples, 730971 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:56,338 : INFO : EPOCH 13 - PROGRESS: at 85.89% examples, 730761 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:57,350 : INFO : EPOCH 13 - PROGRESS: at 86.22% examples, 730493 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:58,366 : INFO : EPOCH 13 - PROGRESS: at 86.52% examples, 730258 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:28:59,373 : INFO : EPOCH 13 - PROGRESS: at 86.84% examples, 730014 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:00,373 : INFO : EPOCH 13 - PROGRESS: at 87.16% examples, 729780 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:01,374 : INFO : EPOCH 13 - PROGRESS: at 87.47% examples, 729511 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:02,374 : INFO : EPOCH 13 - PROGRESS: at 87.76% examples, 729278 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:29:03,380 : INFO : EPOCH 13 - PROGRESS: at 88.11% examples, 729015 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:29:04,394 : INFO : EPOCH 13 - PROGRESS: at 88.45% examples, 728764 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:05,397 : INFO : EPOCH 13 - PROGRESS: at 88.76% examples, 728541 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:06,399 : INFO : EPOCH 13 - PROGRESS: at 89.10% examples, 728320 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:07,401 : INFO : EPOCH 13 - PROGRESS: at 89.41% examples, 728077 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:08,405 : INFO : EPOCH 13 - PROGRESS: at 89.71% examples, 727883 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:09,417 : INFO : EPOCH 13 - PROGRESS: at 90.02% examples, 727640 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:10,417 : INFO : EPOCH 13 - PROGRESS: at 90.36% examples, 727450 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:11,427 : INFO : EPOCH 13 - PROGRESS: at 90.70% examples, 727180 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:12,444 : INFO : EPOCH 13 - PROGRESS: at 91.00% examples, 726984 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:13,450 : INFO : EPOCH 13 - PROGRESS: at 91.34% examples, 726776 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:14,461 : INFO : EPOCH 13 - PROGRESS: at 91.66% examples, 726583 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:15,468 : INFO : EPOCH 13 - PROGRESS: at 91.96% examples, 726341 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:16,476 : INFO : EPOCH 13 - PROGRESS: at 92.32% examples, 726151 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:17,490 : INFO : EPOCH 13 - PROGRESS: at 92.63% examples, 725920 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:18,501 : INFO : EPOCH 13 - PROGRESS: at 92.94% examples, 725740 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:19,505 : INFO : EPOCH 13 - PROGRESS: at 93.25% examples, 725533 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:20,508 : INFO : EPOCH 13 - PROGRESS: at 93.59% examples, 725296 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:21,511 : INFO : EPOCH 13 - PROGRESS: at 93.90% examples, 725108 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:22,520 : INFO : EPOCH 13 - PROGRESS: at 94.25% examples, 724853 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:23,522 : INFO : EPOCH 13 - PROGRESS: at 94.58% examples, 724648 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:24,525 : INFO : EPOCH 13 - PROGRESS: at 94.89% examples, 724426 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:25,531 : INFO : EPOCH 13 - PROGRESS: at 95.19% examples, 724274 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:26,541 : INFO : EPOCH 13 - PROGRESS: at 95.51% examples, 724081 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:27,546 : INFO : EPOCH 13 - PROGRESS: at 95.86% examples, 723875 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:28,555 : INFO : EPOCH 13 - PROGRESS: at 96.18% examples, 723688 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:29,557 : INFO : EPOCH 13 - PROGRESS: at 96.51% examples, 723496 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:30,566 : INFO : EPOCH 13 - PROGRESS: at 96.84% examples, 723280 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:29:31,571 : INFO : EPOCH 13 - PROGRESS: at 97.17% examples, 723141 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:32,584 : INFO : EPOCH 13 - PROGRESS: at 97.50% examples, 722926 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:33,605 : INFO : EPOCH 13 - PROGRESS: at 97.84% examples, 722727 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:34,616 : INFO : EPOCH 13 - PROGRESS: at 98.17% examples, 722555 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:35,629 : INFO : EPOCH 13 - PROGRESS: at 98.47% examples, 722372 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:36,644 : INFO : EPOCH 13 - PROGRESS: at 98.81% examples, 722176 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:29:37,644 : INFO : EPOCH 13 - PROGRESS: at 99.12% examples, 722027 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:38,651 : INFO : EPOCH 13 - PROGRESS: at 99.44% examples, 721813 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:39,671 : INFO : EPOCH 13 - PROGRESS: at 99.74% examples, 721669 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:40,447 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 21:29:40,451 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 21:29:40,452 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 21:29:40,452 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 21:29:40,453 : INFO : EPOCH - 13 : training on 267492176 raw words (207743244 effective words) took 287.9s, 721594 effective words/s
2020-07-23 21:29:41,469 : INFO : EPOCH 14 - PROGRESS: at 0.31% examples, 653080 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:42,473 : INFO : EPOCH 14 - PROGRESS: at 0.62% examples, 665966 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:43,482 : INFO : EPOCH 14 - PROGRESS: at 0.93% examples, 666355 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:29:44,489 : INFO : EPOCH 14 - PROGRESS: at 1.27% examples, 667990 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:45,493 : INFO : EPOCH 14 - PROGRESS: at 1.59% examples, 667841 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:46,521 : INFO : EPOCH 14 - PROGRESS: at 1.91% examples, 668397 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:47,537 : INFO : EPOCH 14 - PROGRESS: at 2.24% examples, 669533 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:48,543 : INFO : EPOCH 14 - PROGRESS: at 2.56% examples, 668932 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:49,544 : INFO : EPOCH 14 - PROGRESS: at 2.87% examples, 668707 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:50,570 : INFO : EPOCH 14 - PROGRESS: at 3.18% examples, 667585 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:29:51,586 : INFO : EPOCH 14 - PROGRESS: at 3.53% examples, 667668 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:29:52,592 : INFO : EPOCH 14 - PROGRESS: at 3.84% examples, 668189 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:53,616 : INFO : EPOCH 14 - PROGRESS: at 4.16% examples, 667685 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:54,618 : INFO : EPOCH 14 - PROGRESS: at 4.48% examples, 667805 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:55,639 : INFO : EPOCH 14 - PROGRESS: at 4.81% examples, 667737 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:56,651 : INFO : EPOCH 14 - PROGRESS: at 5.13% examples, 667615 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:57,658 : INFO : EPOCH 14 - PROGRESS: at 5.48% examples, 667720 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:29:58,659 : INFO : EPOCH 14 - PROGRESS: at 5.83% examples, 667818 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:29:59,664 : INFO : EPOCH 14 - PROGRESS: at 6.15% examples, 667880 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:00,675 : INFO : EPOCH 14 - PROGRESS: at 6.45% examples, 668174 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:30:01,682 : INFO : EPOCH 14 - PROGRESS: at 6.79% examples, 667739 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:30:02,697 : INFO : EPOCH 14 - PROGRESS: at 7.11% examples, 667321 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:30:03,706 : INFO : EPOCH 14 - PROGRESS: at 7.44% examples, 667456 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:04,708 : INFO : EPOCH 14 - PROGRESS: at 7.75% examples, 667482 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:05,708 : INFO : EPOCH 14 - PROGRESS: at 8.08% examples, 667391 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:06,712 : INFO : EPOCH 14 - PROGRESS: at 8.39% examples, 667481 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:07,715 : INFO : EPOCH 14 - PROGRESS: at 8.70% examples, 667967 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:08,734 : INFO : EPOCH 14 - PROGRESS: at 9.03% examples, 667728 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:09,743 : INFO : EPOCH 14 - PROGRESS: at 9.34% examples, 667932 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:10,747 : INFO : EPOCH 14 - PROGRESS: at 9.70% examples, 667887 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:30:11,765 : INFO : EPOCH 14 - PROGRESS: at 10.04% examples, 667729 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:12,776 : INFO : EPOCH 14 - PROGRESS: at 10.39% examples, 667540 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:30:13,778 : INFO : EPOCH 14 - PROGRESS: at 10.71% examples, 667653 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:14,780 : INFO : EPOCH 14 - PROGRESS: at 11.03% examples, 667710 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:15,788 : INFO : EPOCH 14 - PROGRESS: at 11.36% examples, 667505 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:16,793 : INFO : EPOCH 14 - PROGRESS: at 11.68% examples, 667747 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:17,814 : INFO : EPOCH 14 - PROGRESS: at 12.02% examples, 667931 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:18,822 : INFO : EPOCH 14 - PROGRESS: at 12.35% examples, 667690 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:19,831 : INFO : EPOCH 14 - PROGRESS: at 12.68% examples, 667054 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:20,836 : INFO : EPOCH 14 - PROGRESS: at 12.99% examples, 666454 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:21,842 : INFO : EPOCH 14 - PROGRESS: at 13.28% examples, 664321 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:22,855 : INFO : EPOCH 14 - PROGRESS: at 13.60% examples, 665099 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:23,856 : INFO : EPOCH 14 - PROGRESS: at 13.96% examples, 666334 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:24,859 : INFO : EPOCH 14 - PROGRESS: at 14.31% examples, 667796 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:25,862 : INFO : EPOCH 14 - PROGRESS: at 14.67% examples, 669261 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:26,863 : INFO : EPOCH 14 - PROGRESS: at 15.04% examples, 670714 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:27,866 : INFO : EPOCH 14 - PROGRESS: at 15.37% examples, 672189 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:28,883 : INFO : EPOCH 14 - PROGRESS: at 15.71% examples, 673551 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:29,895 : INFO : EPOCH 14 - PROGRESS: at 16.06% examples, 675086 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:30,899 : INFO : EPOCH 14 - PROGRESS: at 16.43% examples, 676291 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:30:31,917 : INFO : EPOCH 14 - PROGRESS: at 16.76% examples, 677333 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:32,921 : INFO : EPOCH 14 - PROGRESS: at 17.13% examples, 678704 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:33,922 : INFO : EPOCH 14 - PROGRESS: at 17.47% examples, 679733 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:34,954 : INFO : EPOCH 14 - PROGRESS: at 17.83% examples, 680737 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:35,957 : INFO : EPOCH 14 - PROGRESS: at 18.20% examples, 681902 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:36,958 : INFO : EPOCH 14 - PROGRESS: at 18.54% examples, 682746 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:37,961 : INFO : EPOCH 14 - PROGRESS: at 18.88% examples, 683774 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:38,968 : INFO : EPOCH 14 - PROGRESS: at 19.20% examples, 684672 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:30:39,970 : INFO : EPOCH 14 - PROGRESS: at 19.55% examples, 685777 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:40,974 : INFO : EPOCH 14 - PROGRESS: at 19.93% examples, 686487 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:30:41,983 : INFO : EPOCH 14 - PROGRESS: at 20.30% examples, 687107 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:30:45,011 : INFO : EPOCH 14 - PROGRESS: at 21.33% examples, 689501 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:46,011 : INFO : EPOCH 14 - PROGRESS: at 21.69% examples, 690275 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:47,014 : INFO : EPOCH 14 - PROGRESS: at 22.04% examples, 691153 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:48,031 : INFO : EPOCH 14 - PROGRESS: at 22.39% examples, 691835 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:30:50,047 : INFO : EPOCH 14 - PROGRESS: at 23.11% examples, 693195 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:51,047 : INFO : EPOCH 14 - PROGRESS: at 23.46% examples, 693789 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:52,056 : INFO : EPOCH 14 - PROGRESS: at 23.83% examples, 694402 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:30:53,058 : INFO : EPOCH 14 - PROGRESS: at 24.23% examples, 695002 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:54,064 : INFO : EPOCH 14 - PROGRESS: at 24.61% examples, 695488 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:55,068 : INFO : EPOCH 14 - PROGRESS: at 24.97% examples, 696049 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:56,076 : INFO : EPOCH 14 - PROGRESS: at 25.32% examples, 696730 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:30:57,081 : INFO : EPOCH 14 - PROGRESS: at 25.65% examples, 697379 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:58,081 : INFO : EPOCH 14 - PROGRESS: at 26.01% examples, 698073 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:30:59,091 : INFO : EPOCH 14 - PROGRESS: at 26.38% examples, 698471 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:00,093 : INFO : EPOCH 14 - PROGRESS: at 26.73% examples, 699031 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:31:01,106 : INFO : EPOCH 14 - PROGRESS: at 27.10% examples, 699523 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:02,112 : INFO : EPOCH 14 - PROGRESS: at 27.46% examples, 699986 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:03,125 : INFO : EPOCH 14 - PROGRESS: at 27.81% examples, 700464 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:04,127 : INFO : EPOCH 14 - PROGRESS: at 28.18% examples, 700973 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:31:05,132 : INFO : EPOCH 14 - PROGRESS: at 28.54% examples, 701321 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:31:06,134 : INFO : EPOCH 14 - PROGRESS: at 28.89% examples, 701883 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:07,140 : INFO : EPOCH 14 - PROGRESS: at 29.25% examples, 702253 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:31:08,143 : INFO : EPOCH 14 - PROGRESS: at 29.58% examples, 702870 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:09,147 : INFO : EPOCH 14 - PROGRESS: at 29.93% examples, 703355 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:10,153 : INFO : EPOCH 14 - PROGRESS: at 30.27% examples, 703738 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:11,163 : INFO : EPOCH 14 - PROGRESS: at 30.63% examples, 704220 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:12,165 : INFO : EPOCH 14 - PROGRESS: at 30.98% examples, 704512 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:13,168 : INFO : EPOCH 14 - PROGRESS: at 31.36% examples, 704743 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:14,169 : INFO : EPOCH 14 - PROGRESS: at 31.73% examples, 705028 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:15,189 : INFO : EPOCH 14 - PROGRESS: at 32.07% examples, 705426 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:16,198 : INFO : EPOCH 14 - PROGRESS: at 32.43% examples, 705873 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:17,204 : INFO : EPOCH 14 - PROGRESS: at 32.80% examples, 706125 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:31:18,210 : INFO : EPOCH 14 - PROGRESS: at 33.16% examples, 706581 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:19,219 : INFO : EPOCH 14 - PROGRESS: at 33.51% examples, 706883 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:20,221 : INFO : EPOCH 14 - PROGRESS: at 33.88% examples, 707240 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:21,229 : INFO : EPOCH 14 - PROGRESS: at 34.23% examples, 707557 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:22,231 : INFO : EPOCH 14 - PROGRESS: at 34.60% examples, 707788 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:23,242 : INFO : EPOCH 14 - PROGRESS: at 34.93% examples, 708149 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:24,254 : INFO : EPOCH 14 - PROGRESS: at 35.29% examples, 708485 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:25,267 : INFO : EPOCH 14 - PROGRESS: at 35.65% examples, 708787 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:26,275 : INFO : EPOCH 14 - PROGRESS: at 36.02% examples, 709078 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:27,275 : INFO : EPOCH 14 - PROGRESS: at 36.36% examples, 709333 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:28,280 : INFO : EPOCH 14 - PROGRESS: at 36.70% examples, 709557 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:29,282 : INFO : EPOCH 14 - PROGRESS: at 37.04% examples, 709930 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:30,285 : INFO : EPOCH 14 - PROGRESS: at 37.40% examples, 710086 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:31,290 : INFO : EPOCH 14 - PROGRESS: at 37.77% examples, 710400 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:32,304 : INFO : EPOCH 14 - PROGRESS: at 38.13% examples, 710528 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:33,312 : INFO : EPOCH 14 - PROGRESS: at 38.51% examples, 710849 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:34,312 : INFO : EPOCH 14 - PROGRESS: at 38.89% examples, 710980 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:35,314 : INFO : EPOCH 14 - PROGRESS: at 39.26% examples, 711227 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:36,320 : INFO : EPOCH 14 - PROGRESS: at 39.59% examples, 711494 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:37,322 : INFO : EPOCH 14 - PROGRESS: at 39.94% examples, 711832 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:38,327 : INFO : EPOCH 14 - PROGRESS: at 40.31% examples, 711990 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:39,333 : INFO : EPOCH 14 - PROGRESS: at 40.65% examples, 712213 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:40,334 : INFO : EPOCH 14 - PROGRESS: at 41.01% examples, 712424 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:41,339 : INFO : EPOCH 14 - PROGRESS: at 41.37% examples, 712633 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:31:43,348 : INFO : EPOCH 14 - PROGRESS: at 42.10% examples, 713038 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:44,353 : INFO : EPOCH 14 - PROGRESS: at 42.46% examples, 713296 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:45,367 : INFO : EPOCH 14 - PROGRESS: at 42.82% examples, 713453 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:46,368 : INFO : EPOCH 14 - PROGRESS: at 43.17% examples, 713704 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:31:48,373 : INFO : EPOCH 14 - PROGRESS: at 43.87% examples, 714136 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:49,380 : INFO : EPOCH 14 - PROGRESS: at 44.24% examples, 714293 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:50,412 : INFO : EPOCH 14 - PROGRESS: at 44.60% examples, 714392 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:51,429 : INFO : EPOCH 14 - PROGRESS: at 44.94% examples, 714659 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:52,437 : INFO : EPOCH 14 - PROGRESS: at 45.32% examples, 714795 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:53,446 : INFO : EPOCH 14 - PROGRESS: at 45.70% examples, 715010 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:31:54,451 : INFO : EPOCH 14 - PROGRESS: at 46.04% examples, 715123 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:32:00,496 : INFO : EPOCH 14 - PROGRESS: at 48.19% examples, 715925 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:32:03,530 : INFO : EPOCH 14 - PROGRESS: at 49.22% examples, 716473 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:32:09,580 : INFO : EPOCH 14 - PROGRESS: at 51.31% examples, 717518 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:32:11,603 : INFO : EPOCH 14 - PROGRESS: at 52.00% examples, 717844 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:32:13,609 : INFO : EPOCH 14 - PROGRESS: at 52.77% examples, 718038 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:32:14,614 : INFO : EPOCH 14 - PROGRESS: at 53.12% examples, 718185 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:32:15,626 : INFO : EPOCH 14 - PROGRESS: at 53.49% examples, 718272 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:32:17,633 : INFO : EPOCH 14 - PROGRESS: at 54.21% examples, 718538 words/s, in_qsize 8, out_qsize 0
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2020-07-23 21:32:24,672 : INFO : EPOCH 14 - PROGRESS: at 56.67% examples, 719353 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:32:26,691 : INFO : EPOCH 14 - PROGRESS: at 57.40% examples, 719563 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:32:28,700 : INFO : EPOCH 14 - PROGRESS: at 58.08% examples, 719874 words/s, in_qsize 7, out_qsize 0
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2020-07-23 21:33:06,933 : INFO : EPOCH 14 - PROGRESS: at 71.71% examples, 721950 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:07,938 : INFO : EPOCH 14 - PROGRESS: at 72.09% examples, 722045 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:08,945 : INFO : EPOCH 14 - PROGRESS: at 72.44% examples, 722089 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:09,946 : INFO : EPOCH 14 - PROGRESS: at 72.81% examples, 722229 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:33:10,956 : INFO : EPOCH 14 - PROGRESS: at 73.20% examples, 722263 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:11,960 : INFO : EPOCH 14 - PROGRESS: at 73.58% examples, 722382 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:12,968 : INFO : EPOCH 14 - PROGRESS: at 73.91% examples, 722457 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:13,984 : INFO : EPOCH 14 - PROGRESS: at 74.26% examples, 722507 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:33:15,001 : INFO : EPOCH 14 - PROGRESS: at 74.64% examples, 722565 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:16,007 : INFO : EPOCH 14 - PROGRESS: at 75.01% examples, 722632 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:17,018 : INFO : EPOCH 14 - PROGRESS: at 75.36% examples, 722712 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:18,033 : INFO : EPOCH 14 - PROGRESS: at 75.74% examples, 722755 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:19,057 : INFO : EPOCH 14 - PROGRESS: at 76.11% examples, 722795 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:20,059 : INFO : EPOCH 14 - PROGRESS: at 76.48% examples, 722880 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:21,066 : INFO : EPOCH 14 - PROGRESS: at 76.83% examples, 722921 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:22,068 : INFO : EPOCH 14 - PROGRESS: at 77.17% examples, 723023 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:33:23,069 : INFO : EPOCH 14 - PROGRESS: at 77.53% examples, 723133 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:24,073 : INFO : EPOCH 14 - PROGRESS: at 77.86% examples, 723178 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:25,083 : INFO : EPOCH 14 - PROGRESS: at 78.25% examples, 723219 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:26,088 : INFO : EPOCH 14 - PROGRESS: at 78.62% examples, 723296 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:27,099 : INFO : EPOCH 14 - PROGRESS: at 78.98% examples, 723289 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:28,109 : INFO : EPOCH 14 - PROGRESS: at 79.36% examples, 723362 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:29,114 : INFO : EPOCH 14 - PROGRESS: at 79.73% examples, 723432 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:30,117 : INFO : EPOCH 14 - PROGRESS: at 80.09% examples, 723483 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:31,134 : INFO : EPOCH 14 - PROGRESS: at 80.43% examples, 723552 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:32,148 : INFO : EPOCH 14 - PROGRESS: at 80.80% examples, 723661 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:33,149 : INFO : EPOCH 14 - PROGRESS: at 81.14% examples, 723722 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:34,154 : INFO : EPOCH 14 - PROGRESS: at 81.51% examples, 723782 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:35,157 : INFO : EPOCH 14 - PROGRESS: at 81.85% examples, 723894 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:36,167 : INFO : EPOCH 14 - PROGRESS: at 82.25% examples, 723943 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:37,167 : INFO : EPOCH 14 - PROGRESS: at 82.63% examples, 723977 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:38,168 : INFO : EPOCH 14 - PROGRESS: at 82.98% examples, 724046 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:39,168 : INFO : EPOCH 14 - PROGRESS: at 83.33% examples, 724153 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:40,171 : INFO : EPOCH 14 - PROGRESS: at 83.69% examples, 724174 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:41,176 : INFO : EPOCH 14 - PROGRESS: at 84.04% examples, 724218 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:42,181 : INFO : EPOCH 14 - PROGRESS: at 84.39% examples, 724263 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:43,195 : INFO : EPOCH 14 - PROGRESS: at 84.75% examples, 724243 words/s, in_qsize 8, out_qsize 1
2020-07-23 21:33:44,200 : INFO : EPOCH 14 - PROGRESS: at 85.09% examples, 724373 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:45,207 : INFO : EPOCH 14 - PROGRESS: at 85.45% examples, 724431 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:46,210 : INFO : EPOCH 14 - PROGRESS: at 85.84% examples, 724500 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:47,220 : INFO : EPOCH 14 - PROGRESS: at 86.20% examples, 724496 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:48,230 : INFO : EPOCH 14 - PROGRESS: at 86.53% examples, 724591 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:49,237 : INFO : EPOCH 14 - PROGRESS: at 86.88% examples, 724635 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:50,239 : INFO : EPOCH 14 - PROGRESS: at 87.22% examples, 724708 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:51,244 : INFO : EPOCH 14 - PROGRESS: at 87.59% examples, 724737 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:52,249 : INFO : EPOCH 14 - PROGRESS: at 87.92% examples, 724842 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:53,254 : INFO : EPOCH 14 - PROGRESS: at 88.30% examples, 724851 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:54,256 : INFO : EPOCH 14 - PROGRESS: at 88.66% examples, 724877 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:55,263 : INFO : EPOCH 14 - PROGRESS: at 89.02% examples, 724922 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:56,271 : INFO : EPOCH 14 - PROGRESS: at 89.35% examples, 724975 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:57,273 : INFO : EPOCH 14 - PROGRESS: at 89.70% examples, 725028 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:58,279 : INFO : EPOCH 14 - PROGRESS: at 90.04% examples, 725101 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:33:59,280 : INFO : EPOCH 14 - PROGRESS: at 90.40% examples, 725169 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:00,288 : INFO : EPOCH 14 - PROGRESS: at 90.77% examples, 725211 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:01,291 : INFO : EPOCH 14 - PROGRESS: at 91.11% examples, 725228 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:34:02,294 : INFO : EPOCH 14 - PROGRESS: at 91.46% examples, 725241 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:03,303 : INFO : EPOCH 14 - PROGRESS: at 91.81% examples, 725327 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:04,319 : INFO : EPOCH 14 - PROGRESS: at 92.19% examples, 725363 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:05,335 : INFO : EPOCH 14 - PROGRESS: at 92.54% examples, 725409 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:06,339 : INFO : EPOCH 14 - PROGRESS: at 92.88% examples, 725479 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:34:07,342 : INFO : EPOCH 14 - PROGRESS: at 93.24% examples, 725557 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:08,352 : INFO : EPOCH 14 - PROGRESS: at 93.60% examples, 725564 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:09,357 : INFO : EPOCH 14 - PROGRESS: at 93.94% examples, 725635 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:10,361 : INFO : EPOCH 14 - PROGRESS: at 94.34% examples, 725632 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:11,369 : INFO : EPOCH 14 - PROGRESS: at 94.69% examples, 725690 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:12,371 : INFO : EPOCH 14 - PROGRESS: at 95.02% examples, 725740 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:13,372 : INFO : EPOCH 14 - PROGRESS: at 95.35% examples, 725801 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:14,379 : INFO : EPOCH 14 - PROGRESS: at 95.73% examples, 725822 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:15,387 : INFO : EPOCH 14 - PROGRESS: at 96.09% examples, 725861 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:16,392 : INFO : EPOCH 14 - PROGRESS: at 96.45% examples, 725861 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:17,400 : INFO : EPOCH 14 - PROGRESS: at 96.82% examples, 725903 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:18,408 : INFO : EPOCH 14 - PROGRESS: at 97.17% examples, 725962 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:19,416 : INFO : EPOCH 14 - PROGRESS: at 97.54% examples, 725956 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:34:20,430 : INFO : EPOCH 14 - PROGRESS: at 97.90% examples, 726008 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:21,433 : INFO : EPOCH 14 - PROGRESS: at 98.26% examples, 726097 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:22,434 : INFO : EPOCH 14 - PROGRESS: at 98.60% examples, 726105 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:23,439 : INFO : EPOCH 14 - PROGRESS: at 98.94% examples, 726161 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:24,448 : INFO : EPOCH 14 - PROGRESS: at 99.30% examples, 726168 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:25,448 : INFO : EPOCH 14 - PROGRESS: at 99.65% examples, 726291 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:26,460 : INFO : EPOCH 14 - PROGRESS: at 99.99% examples, 726323 words/s, in_qsize 3, out_qsize 1
2020-07-23 21:34:26,461 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 21:34:26,463 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 21:34:26,464 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 21:34:26,469 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 21:34:26,469 : INFO : EPOCH - 14 : training on 267492176 raw words (207750514 effective words) took 286.0s, 726370 effective words/s
2020-07-23 21:34:27,482 : INFO : EPOCH 15 - PROGRESS: at 0.34% examples, 725877 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:28,485 : INFO : EPOCH 15 - PROGRESS: at 0.68% examples, 737761 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:29,491 : INFO : EPOCH 15 - PROGRESS: at 1.04% examples, 734840 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:30,499 : INFO : EPOCH 15 - PROGRESS: at 1.38% examples, 734133 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:31,500 : INFO : EPOCH 15 - PROGRESS: at 1.75% examples, 734478 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:32,507 : INFO : EPOCH 15 - PROGRESS: at 2.08% examples, 735224 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:33,515 : INFO : EPOCH 15 - PROGRESS: at 2.44% examples, 736513 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:34,522 : INFO : EPOCH 15 - PROGRESS: at 2.80% examples, 736083 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:35,525 : INFO : EPOCH 15 - PROGRESS: at 3.15% examples, 737239 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:36,529 : INFO : EPOCH 15 - PROGRESS: at 3.52% examples, 737371 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:37,537 : INFO : EPOCH 15 - PROGRESS: at 3.86% examples, 737467 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:38,541 : INFO : EPOCH 15 - PROGRESS: at 4.23% examples, 737403 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:39,546 : INFO : EPOCH 15 - PROGRESS: at 4.56% examples, 737496 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:40,546 : INFO : EPOCH 15 - PROGRESS: at 4.92% examples, 737223 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:41,546 : INFO : EPOCH 15 - PROGRESS: at 5.30% examples, 736953 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:42,548 : INFO : EPOCH 15 - PROGRESS: at 5.68% examples, 737079 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:43,557 : INFO : EPOCH 15 - PROGRESS: at 6.04% examples, 737287 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:44,560 : INFO : EPOCH 15 - PROGRESS: at 6.37% examples, 737699 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:45,573 : INFO : EPOCH 15 - PROGRESS: at 6.74% examples, 737371 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:46,580 : INFO : EPOCH 15 - PROGRESS: at 7.10% examples, 737291 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:47,580 : INFO : EPOCH 15 - PROGRESS: at 7.46% examples, 737417 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:48,587 : INFO : EPOCH 15 - PROGRESS: at 7.80% examples, 737239 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:49,597 : INFO : EPOCH 15 - PROGRESS: at 8.16% examples, 737293 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:50,599 : INFO : EPOCH 15 - PROGRESS: at 8.51% examples, 737436 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:34:51,608 : INFO : EPOCH 15 - PROGRESS: at 8.87% examples, 737313 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:52,631 : INFO : EPOCH 15 - PROGRESS: at 9.22% examples, 737600 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:53,634 : INFO : EPOCH 15 - PROGRESS: at 9.58% examples, 737585 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:54,641 : INFO : EPOCH 15 - PROGRESS: at 9.98% examples, 737277 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:55,655 : INFO : EPOCH 15 - PROGRESS: at 10.36% examples, 737387 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:56,662 : INFO : EPOCH 15 - PROGRESS: at 10.72% examples, 737402 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:57,674 : INFO : EPOCH 15 - PROGRESS: at 11.07% examples, 737103 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:58,685 : INFO : EPOCH 15 - PROGRESS: at 11.44% examples, 737114 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:34:59,699 : INFO : EPOCH 15 - PROGRESS: at 11.82% examples, 737032 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:35:00,702 : INFO : EPOCH 15 - PROGRESS: at 12.17% examples, 737357 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:01,710 : INFO : EPOCH 15 - PROGRESS: at 12.54% examples, 737194 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:02,710 : INFO : EPOCH 15 - PROGRESS: at 12.90% examples, 737293 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:03,711 : INFO : EPOCH 15 - PROGRESS: at 13.26% examples, 737260 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:04,715 : INFO : EPOCH 15 - PROGRESS: at 13.60% examples, 737534 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:05,733 : INFO : EPOCH 15 - PROGRESS: at 13.98% examples, 737455 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:06,754 : INFO : EPOCH 15 - PROGRESS: at 14.33% examples, 737541 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:07,757 : INFO : EPOCH 15 - PROGRESS: at 14.70% examples, 737791 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:08,767 : INFO : EPOCH 15 - PROGRESS: at 15.08% examples, 737741 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:09,779 : INFO : EPOCH 15 - PROGRESS: at 15.41% examples, 737844 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:10,782 : INFO : EPOCH 15 - PROGRESS: at 15.74% examples, 737903 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:11,784 : INFO : EPOCH 15 - PROGRESS: at 16.09% examples, 737860 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:12,791 : INFO : EPOCH 15 - PROGRESS: at 16.46% examples, 737816 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:13,806 : INFO : EPOCH 15 - PROGRESS: at 16.80% examples, 738003 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:14,811 : INFO : EPOCH 15 - PROGRESS: at 17.16% examples, 737967 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:15,831 : INFO : EPOCH 15 - PROGRESS: at 17.51% examples, 737863 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:16,832 : INFO : EPOCH 15 - PROGRESS: at 17.87% examples, 738001 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:17,834 : INFO : EPOCH 15 - PROGRESS: at 18.24% examples, 738082 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:18,835 : INFO : EPOCH 15 - PROGRESS: at 18.57% examples, 738033 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:35:19,847 : INFO : EPOCH 15 - PROGRESS: at 18.92% examples, 738139 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:20,850 : INFO : EPOCH 15 - PROGRESS: at 19.24% examples, 738267 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:21,850 : INFO : EPOCH 15 - PROGRESS: at 19.58% examples, 738343 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:22,859 : INFO : EPOCH 15 - PROGRESS: at 19.98% examples, 738198 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:23,859 : INFO : EPOCH 15 - PROGRESS: at 20.34% examples, 738112 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:35:24,863 : INFO : EPOCH 15 - PROGRESS: at 20.69% examples, 738114 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:25,884 : INFO : EPOCH 15 - PROGRESS: at 21.01% examples, 738164 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:35:26,886 : INFO : EPOCH 15 - PROGRESS: at 21.37% examples, 738307 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:27,887 : INFO : EPOCH 15 - PROGRESS: at 21.72% examples, 738231 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:28,903 : INFO : EPOCH 15 - PROGRESS: at 22.09% examples, 738214 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:29,916 : INFO : EPOCH 15 - PROGRESS: at 22.43% examples, 738334 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:30,928 : INFO : EPOCH 15 - PROGRESS: at 22.80% examples, 738318 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:31,934 : INFO : EPOCH 15 - PROGRESS: at 23.15% examples, 738210 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:32,944 : INFO : EPOCH 15 - PROGRESS: at 23.52% examples, 738294 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:33,949 : INFO : EPOCH 15 - PROGRESS: at 23.88% examples, 738295 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:34,954 : INFO : EPOCH 15 - PROGRESS: at 24.28% examples, 738317 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:35,972 : INFO : EPOCH 15 - PROGRESS: at 24.66% examples, 738123 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:36,974 : INFO : EPOCH 15 - PROGRESS: at 25.01% examples, 738140 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:37,974 : INFO : EPOCH 15 - PROGRESS: at 25.36% examples, 738249 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:38,985 : INFO : EPOCH 15 - PROGRESS: at 25.69% examples, 737884 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:39,992 : INFO : EPOCH 15 - PROGRESS: at 26.03% examples, 737587 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:40,993 : INFO : EPOCH 15 - PROGRESS: at 26.34% examples, 735924 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:41,997 : INFO : EPOCH 15 - PROGRESS: at 26.69% examples, 735673 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:43,002 : INFO : EPOCH 15 - PROGRESS: at 27.04% examples, 735623 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:35:44,004 : INFO : EPOCH 15 - PROGRESS: at 27.40% examples, 735668 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:35:45,005 : INFO : EPOCH 15 - PROGRESS: at 27.75% examples, 735732 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:46,008 : INFO : EPOCH 15 - PROGRESS: at 28.11% examples, 735743 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:47,013 : INFO : EPOCH 15 - PROGRESS: at 28.49% examples, 735614 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:48,021 : INFO : EPOCH 15 - PROGRESS: at 28.82% examples, 735793 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:49,023 : INFO : EPOCH 15 - PROGRESS: at 29.19% examples, 735943 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:50,024 : INFO : EPOCH 15 - PROGRESS: at 29.52% examples, 735988 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:51,037 : INFO : EPOCH 15 - PROGRESS: at 29.86% examples, 735933 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:52,040 : INFO : EPOCH 15 - PROGRESS: at 30.21% examples, 736159 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:53,043 : INFO : EPOCH 15 - PROGRESS: at 30.56% examples, 736186 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:54,050 : INFO : EPOCH 15 - PROGRESS: at 30.91% examples, 736044 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:55,056 : INFO : EPOCH 15 - PROGRESS: at 31.29% examples, 736114 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:56,056 : INFO : EPOCH 15 - PROGRESS: at 31.66% examples, 736110 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:57,067 : INFO : EPOCH 15 - PROGRESS: at 32.01% examples, 736179 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:35:58,071 : INFO : EPOCH 15 - PROGRESS: at 32.37% examples, 736171 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:35:59,075 : INFO : EPOCH 15 - PROGRESS: at 32.73% examples, 736197 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:00,076 : INFO : EPOCH 15 - PROGRESS: at 33.08% examples, 736145 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:01,081 : INFO : EPOCH 15 - PROGRESS: at 33.44% examples, 736194 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:02,082 : INFO : EPOCH 15 - PROGRESS: at 33.80% examples, 736236 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:03,094 : INFO : EPOCH 15 - PROGRESS: at 34.16% examples, 736259 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:04,105 : INFO : EPOCH 15 - PROGRESS: at 34.52% examples, 736335 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:05,108 : INFO : EPOCH 15 - PROGRESS: at 34.87% examples, 736446 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:36:06,109 : INFO : EPOCH 15 - PROGRESS: at 35.21% examples, 736497 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:07,117 : INFO : EPOCH 15 - PROGRESS: at 35.56% examples, 736448 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:08,123 : INFO : EPOCH 15 - PROGRESS: at 35.93% examples, 736476 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:09,140 : INFO : EPOCH 15 - PROGRESS: at 36.29% examples, 736497 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:10,147 : INFO : EPOCH 15 - PROGRESS: at 36.63% examples, 736569 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:36:11,153 : INFO : EPOCH 15 - PROGRESS: at 36.97% examples, 736604 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:12,169 : INFO : EPOCH 15 - PROGRESS: at 37.33% examples, 736586 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:13,171 : INFO : EPOCH 15 - PROGRESS: at 37.70% examples, 736590 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:14,186 : INFO : EPOCH 15 - PROGRESS: at 38.06% examples, 736582 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:15,188 : INFO : EPOCH 15 - PROGRESS: at 38.43% examples, 736527 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:16,189 : INFO : EPOCH 15 - PROGRESS: at 38.81% examples, 736473 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:17,201 : INFO : EPOCH 15 - PROGRESS: at 39.18% examples, 736404 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:18,201 : INFO : EPOCH 15 - PROGRESS: at 39.53% examples, 736531 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:19,201 : INFO : EPOCH 15 - PROGRESS: at 39.88% examples, 736627 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:20,202 : INFO : EPOCH 15 - PROGRESS: at 40.25% examples, 736648 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:21,202 : INFO : EPOCH 15 - PROGRESS: at 40.59% examples, 736702 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:36:22,206 : INFO : EPOCH 15 - PROGRESS: at 40.94% examples, 736732 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:23,210 : INFO : EPOCH 15 - PROGRESS: at 41.30% examples, 736709 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:24,214 : INFO : EPOCH 15 - PROGRESS: at 41.66% examples, 736873 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:25,235 : INFO : EPOCH 15 - PROGRESS: at 42.05% examples, 736709 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:26,239 : INFO : EPOCH 15 - PROGRESS: at 42.39% examples, 736709 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:27,243 : INFO : EPOCH 15 - PROGRESS: at 42.75% examples, 736732 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:28,255 : INFO : EPOCH 15 - PROGRESS: at 43.11% examples, 736774 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:29,265 : INFO : EPOCH 15 - PROGRESS: at 43.44% examples, 736760 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:30,283 : INFO : EPOCH 15 - PROGRESS: at 43.81% examples, 736767 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:31,286 : INFO : EPOCH 15 - PROGRESS: at 44.18% examples, 736823 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:32,288 : INFO : EPOCH 15 - PROGRESS: at 44.54% examples, 736833 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:33,297 : INFO : EPOCH 15 - PROGRESS: at 44.88% examples, 736839 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:34,301 : INFO : EPOCH 15 - PROGRESS: at 45.26% examples, 736881 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:35,305 : INFO : EPOCH 15 - PROGRESS: at 45.61% examples, 736838 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:36:36,307 : INFO : EPOCH 15 - PROGRESS: at 45.96% examples, 736831 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:36:37,319 : INFO : EPOCH 15 - PROGRESS: at 46.31% examples, 736782 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:38,326 : INFO : EPOCH 15 - PROGRESS: at 46.68% examples, 736817 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:39,334 : INFO : EPOCH 15 - PROGRESS: at 47.05% examples, 736784 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:40,339 : INFO : EPOCH 15 - PROGRESS: at 47.40% examples, 736843 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:36:41,364 : INFO : EPOCH 15 - PROGRESS: at 47.75% examples, 736853 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:42,373 : INFO : EPOCH 15 - PROGRESS: at 48.13% examples, 736797 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:36:43,383 : INFO : EPOCH 15 - PROGRESS: at 48.49% examples, 736912 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:44,396 : INFO : EPOCH 15 - PROGRESS: at 48.84% examples, 736929 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:45,409 : INFO : EPOCH 15 - PROGRESS: at 49.18% examples, 737065 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:36:46,416 : INFO : EPOCH 15 - PROGRESS: at 49.54% examples, 737093 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:47,417 : INFO : EPOCH 15 - PROGRESS: at 49.89% examples, 737121 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:48,429 : INFO : EPOCH 15 - PROGRESS: at 50.24% examples, 737138 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:49,430 : INFO : EPOCH 15 - PROGRESS: at 50.57% examples, 737153 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:50,434 : INFO : EPOCH 15 - PROGRESS: at 50.93% examples, 737304 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:51,436 : INFO : EPOCH 15 - PROGRESS: at 51.27% examples, 737300 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:52,438 : INFO : EPOCH 15 - PROGRESS: at 51.61% examples, 737350 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:53,449 : INFO : EPOCH 15 - PROGRESS: at 51.95% examples, 737385 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:54,464 : INFO : EPOCH 15 - PROGRESS: at 52.32% examples, 737362 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:55,466 : INFO : EPOCH 15 - PROGRESS: at 52.72% examples, 737390 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:56,469 : INFO : EPOCH 15 - PROGRESS: at 53.06% examples, 737356 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:57,472 : INFO : EPOCH 15 - PROGRESS: at 53.42% examples, 737402 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:58,484 : INFO : EPOCH 15 - PROGRESS: at 53.80% examples, 737371 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:36:59,488 : INFO : EPOCH 15 - PROGRESS: at 54.16% examples, 737382 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:00,496 : INFO : EPOCH 15 - PROGRESS: at 54.52% examples, 737366 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:01,510 : INFO : EPOCH 15 - PROGRESS: at 54.88% examples, 737344 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:02,521 : INFO : EPOCH 15 - PROGRESS: at 55.22% examples, 737372 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:03,523 : INFO : EPOCH 15 - PROGRESS: at 55.56% examples, 737418 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:04,538 : INFO : EPOCH 15 - PROGRESS: at 55.92% examples, 737425 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:05,538 : INFO : EPOCH 15 - PROGRESS: at 56.29% examples, 737424 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:06,539 : INFO : EPOCH 15 - PROGRESS: at 56.63% examples, 737437 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:07,543 : INFO : EPOCH 15 - PROGRESS: at 56.99% examples, 737431 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:08,545 : INFO : EPOCH 15 - PROGRESS: at 57.36% examples, 737461 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:09,552 : INFO : EPOCH 15 - PROGRESS: at 57.71% examples, 737464 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:10,553 : INFO : EPOCH 15 - PROGRESS: at 58.04% examples, 737471 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:11,557 : INFO : EPOCH 15 - PROGRESS: at 58.41% examples, 737502 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:12,565 : INFO : EPOCH 15 - PROGRESS: at 58.77% examples, 737494 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:13,569 : INFO : EPOCH 15 - PROGRESS: at 59.13% examples, 737558 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:14,570 : INFO : EPOCH 15 - PROGRESS: at 59.48% examples, 737534 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:15,572 : INFO : EPOCH 15 - PROGRESS: at 59.85% examples, 737585 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:16,587 : INFO : EPOCH 15 - PROGRESS: at 60.21% examples, 737530 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:17,598 : INFO : EPOCH 15 - PROGRESS: at 60.58% examples, 737550 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:18,609 : INFO : EPOCH 15 - PROGRESS: at 60.98% examples, 737560 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:19,613 : INFO : EPOCH 15 - PROGRESS: at 61.35% examples, 737562 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:37:20,620 : INFO : EPOCH 15 - PROGRESS: at 61.71% examples, 737601 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:21,628 : INFO : EPOCH 15 - PROGRESS: at 62.10% examples, 737552 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:37:22,632 : INFO : EPOCH 15 - PROGRESS: at 62.46% examples, 737537 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:23,634 : INFO : EPOCH 15 - PROGRESS: at 62.84% examples, 737503 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:24,636 : INFO : EPOCH 15 - PROGRESS: at 63.21% examples, 737487 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:25,651 : INFO : EPOCH 15 - PROGRESS: at 63.55% examples, 737500 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:26,666 : INFO : EPOCH 15 - PROGRESS: at 63.89% examples, 737521 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:27,680 : INFO : EPOCH 15 - PROGRESS: at 64.23% examples, 737529 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:28,681 : INFO : EPOCH 15 - PROGRESS: at 64.58% examples, 737479 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:37:29,685 : INFO : EPOCH 15 - PROGRESS: at 64.94% examples, 737526 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:37:30,687 : INFO : EPOCH 15 - PROGRESS: at 65.30% examples, 737437 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:31,696 : INFO : EPOCH 15 - PROGRESS: at 65.66% examples, 737473 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:32,703 : INFO : EPOCH 15 - PROGRESS: at 66.02% examples, 737473 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:33,705 : INFO : EPOCH 15 - PROGRESS: at 66.41% examples, 737507 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:34,727 : INFO : EPOCH 15 - PROGRESS: at 66.74% examples, 737500 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:37:35,728 : INFO : EPOCH 15 - PROGRESS: at 67.11% examples, 737523 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:36,736 : INFO : EPOCH 15 - PROGRESS: at 67.49% examples, 737458 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:37,746 : INFO : EPOCH 15 - PROGRESS: at 67.84% examples, 737456 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:38,751 : INFO : EPOCH 15 - PROGRESS: at 68.21% examples, 737445 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:39,760 : INFO : EPOCH 15 - PROGRESS: at 68.57% examples, 737501 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:40,775 : INFO : EPOCH 15 - PROGRESS: at 68.93% examples, 737499 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:41,784 : INFO : EPOCH 15 - PROGRESS: at 69.27% examples, 737542 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:42,809 : INFO : EPOCH 15 - PROGRESS: at 69.65% examples, 737469 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:43,820 : INFO : EPOCH 15 - PROGRESS: at 70.02% examples, 737488 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:44,826 : INFO : EPOCH 15 - PROGRESS: at 70.37% examples, 737513 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:45,842 : INFO : EPOCH 15 - PROGRESS: at 70.75% examples, 737497 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:46,847 : INFO : EPOCH 15 - PROGRESS: at 71.12% examples, 737552 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:47,855 : INFO : EPOCH 15 - PROGRESS: at 71.45% examples, 737549 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:48,857 : INFO : EPOCH 15 - PROGRESS: at 71.82% examples, 737564 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:49,861 : INFO : EPOCH 15 - PROGRESS: at 72.17% examples, 737552 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:50,865 : INFO : EPOCH 15 - PROGRESS: at 72.53% examples, 737537 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:51,871 : INFO : EPOCH 15 - PROGRESS: at 72.90% examples, 737506 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:52,889 : INFO : EPOCH 15 - PROGRESS: at 73.29% examples, 737504 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:53,891 : INFO : EPOCH 15 - PROGRESS: at 73.67% examples, 737473 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:54,892 : INFO : EPOCH 15 - PROGRESS: at 74.01% examples, 737507 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:55,908 : INFO : EPOCH 15 - PROGRESS: at 74.36% examples, 737487 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:56,915 : INFO : EPOCH 15 - PROGRESS: at 74.74% examples, 737488 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:57,918 : INFO : EPOCH 15 - PROGRESS: at 75.10% examples, 737500 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:58,930 : INFO : EPOCH 15 - PROGRESS: at 75.46% examples, 737527 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:37:59,931 : INFO : EPOCH 15 - PROGRESS: at 75.82% examples, 737521 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:00,936 : INFO : EPOCH 15 - PROGRESS: at 76.18% examples, 737478 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:01,938 : INFO : EPOCH 15 - PROGRESS: at 76.55% examples, 737498 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:02,942 : INFO : EPOCH 15 - PROGRESS: at 76.91% examples, 737497 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:03,949 : INFO : EPOCH 15 - PROGRESS: at 77.25% examples, 737517 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:04,951 : INFO : EPOCH 15 - PROGRESS: at 77.59% examples, 737512 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:05,956 : INFO : EPOCH 15 - PROGRESS: at 77.93% examples, 737490 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:06,975 : INFO : EPOCH 15 - PROGRESS: at 78.32% examples, 737519 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:38:07,978 : INFO : EPOCH 15 - PROGRESS: at 78.70% examples, 737508 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:08,990 : INFO : EPOCH 15 - PROGRESS: at 79.09% examples, 737490 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:10,004 : INFO : EPOCH 15 - PROGRESS: at 79.46% examples, 737473 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:11,017 : INFO : EPOCH 15 - PROGRESS: at 79.82% examples, 737475 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:12,023 : INFO : EPOCH 15 - PROGRESS: at 80.17% examples, 737444 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:13,025 : INFO : EPOCH 15 - PROGRESS: at 80.50% examples, 737440 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:14,031 : INFO : EPOCH 15 - PROGRESS: at 80.88% examples, 737435 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:15,032 : INFO : EPOCH 15 - PROGRESS: at 81.22% examples, 737435 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:16,048 : INFO : EPOCH 15 - PROGRESS: at 81.60% examples, 737465 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:17,050 : INFO : EPOCH 15 - PROGRESS: at 81.94% examples, 737493 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:18,061 : INFO : EPOCH 15 - PROGRESS: at 82.32% examples, 737434 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:19,069 : INFO : EPOCH 15 - PROGRESS: at 82.69% examples, 737291 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:38:20,070 : INFO : EPOCH 15 - PROGRESS: at 83.01% examples, 737139 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:21,072 : INFO : EPOCH 15 - PROGRESS: at 83.31% examples, 736673 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:22,079 : INFO : EPOCH 15 - PROGRESS: at 83.66% examples, 736536 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:23,087 : INFO : EPOCH 15 - PROGRESS: at 84.02% examples, 736523 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:24,088 : INFO : EPOCH 15 - PROGRESS: at 84.37% examples, 736542 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:25,103 : INFO : EPOCH 15 - PROGRESS: at 84.73% examples, 736551 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:26,117 : INFO : EPOCH 15 - PROGRESS: at 85.07% examples, 736599 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:27,125 : INFO : EPOCH 15 - PROGRESS: at 85.44% examples, 736603 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:38:28,136 : INFO : EPOCH 15 - PROGRESS: at 85.82% examples, 736622 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:29,144 : INFO : EPOCH 15 - PROGRESS: at 86.18% examples, 736573 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:30,146 : INFO : EPOCH 15 - PROGRESS: at 86.52% examples, 736650 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:31,147 : INFO : EPOCH 15 - PROGRESS: at 86.86% examples, 736656 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:32,150 : INFO : EPOCH 15 - PROGRESS: at 87.21% examples, 736690 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:33,151 : INFO : EPOCH 15 - PROGRESS: at 87.58% examples, 736691 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:38:34,152 : INFO : EPOCH 15 - PROGRESS: at 87.90% examples, 736731 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:35,160 : INFO : EPOCH 15 - PROGRESS: at 88.29% examples, 736663 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:38:36,169 : INFO : EPOCH 15 - PROGRESS: at 88.66% examples, 736718 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:37,171 : INFO : EPOCH 15 - PROGRESS: at 89.01% examples, 736728 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:38,175 : INFO : EPOCH 15 - PROGRESS: at 89.35% examples, 736749 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:39,175 : INFO : EPOCH 15 - PROGRESS: at 89.69% examples, 736783 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:40,179 : INFO : EPOCH 15 - PROGRESS: at 90.03% examples, 736784 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:41,187 : INFO : EPOCH 15 - PROGRESS: at 90.40% examples, 736799 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:42,193 : INFO : EPOCH 15 - PROGRESS: at 90.76% examples, 736755 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:43,213 : INFO : EPOCH 15 - PROGRESS: at 91.11% examples, 736784 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:44,214 : INFO : EPOCH 15 - PROGRESS: at 91.46% examples, 736779 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:45,216 : INFO : EPOCH 15 - PROGRESS: at 91.81% examples, 736831 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:46,218 : INFO : EPOCH 15 - PROGRESS: at 92.19% examples, 736800 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:47,234 : INFO : EPOCH 15 - PROGRESS: at 92.54% examples, 736828 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:48,241 : INFO : EPOCH 15 - PROGRESS: at 92.88% examples, 736846 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:38:49,241 : INFO : EPOCH 15 - PROGRESS: at 93.23% examples, 736858 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:50,247 : INFO : EPOCH 15 - PROGRESS: at 93.60% examples, 736835 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:51,249 : INFO : EPOCH 15 - PROGRESS: at 93.94% examples, 736872 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:52,259 : INFO : EPOCH 15 - PROGRESS: at 94.33% examples, 736834 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:53,266 : INFO : EPOCH 15 - PROGRESS: at 94.69% examples, 736854 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:54,273 : INFO : EPOCH 15 - PROGRESS: at 95.03% examples, 736882 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:55,282 : INFO : EPOCH 15 - PROGRESS: at 95.36% examples, 736903 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:38:56,304 : INFO : EPOCH 15 - PROGRESS: at 95.74% examples, 736924 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:38:57,308 : INFO : EPOCH 15 - PROGRESS: at 96.11% examples, 736937 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:58,322 : INFO : EPOCH 15 - PROGRESS: at 96.47% examples, 736896 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:38:59,327 : INFO : EPOCH 15 - PROGRESS: at 96.84% examples, 736909 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:00,331 : INFO : EPOCH 15 - PROGRESS: at 97.20% examples, 736978 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:01,335 : INFO : EPOCH 15 - PROGRESS: at 97.57% examples, 736966 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:39:02,344 : INFO : EPOCH 15 - PROGRESS: at 97.92% examples, 737001 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:39:03,349 : INFO : EPOCH 15 - PROGRESS: at 98.28% examples, 736962 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:04,355 : INFO : EPOCH 15 - PROGRESS: at 98.63% examples, 736975 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:05,357 : INFO : EPOCH 15 - PROGRESS: at 98.97% examples, 737004 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:06,358 : INFO : EPOCH 15 - PROGRESS: at 99.33% examples, 737024 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:07,371 : INFO : EPOCH 15 - PROGRESS: at 99.67% examples, 737041 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:08,292 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 21:39:08,294 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 21:39:08,297 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 21:39:08,304 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 21:39:08,304 : INFO : EPOCH - 15 : training on 267492176 raw words (207740861 effective words) took 281.8s, 737109 effective words/s
2020-07-23 21:39:09,311 : INFO : EPOCH 16 - PROGRESS: at 0.33% examples, 714071 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:10,318 : INFO : EPOCH 16 - PROGRESS: at 0.67% examples, 727222 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:11,318 : INFO : EPOCH 16 - PROGRESS: at 1.03% examples, 732129 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:12,330 : INFO : EPOCH 16 - PROGRESS: at 1.38% examples, 735203 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:13,335 : INFO : EPOCH 16 - PROGRESS: at 1.74% examples, 733368 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:14,337 : INFO : EPOCH 16 - PROGRESS: at 2.08% examples, 734934 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:15,347 : INFO : EPOCH 16 - PROGRESS: at 2.44% examples, 735881 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:16,354 : INFO : EPOCH 16 - PROGRESS: at 2.80% examples, 734783 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:17,359 : INFO : EPOCH 16 - PROGRESS: at 3.14% examples, 734582 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:18,361 : INFO : EPOCH 16 - PROGRESS: at 3.50% examples, 734944 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:19,378 : INFO : EPOCH 16 - PROGRESS: at 3.85% examples, 734726 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:20,379 : INFO : EPOCH 16 - PROGRESS: at 4.22% examples, 736209 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:21,381 : INFO : EPOCH 16 - PROGRESS: at 4.56% examples, 737044 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:22,383 : INFO : EPOCH 16 - PROGRESS: at 4.92% examples, 736659 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:39:23,386 : INFO : EPOCH 16 - PROGRESS: at 5.30% examples, 737339 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:24,390 : INFO : EPOCH 16 - PROGRESS: at 5.68% examples, 736750 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:25,405 : INFO : EPOCH 16 - PROGRESS: at 6.04% examples, 736783 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:26,413 : INFO : EPOCH 16 - PROGRESS: at 6.37% examples, 736765 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:27,422 : INFO : EPOCH 16 - PROGRESS: at 6.73% examples, 736116 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:28,429 : INFO : EPOCH 16 - PROGRESS: at 7.09% examples, 736106 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:29,431 : INFO : EPOCH 16 - PROGRESS: at 7.46% examples, 736544 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:30,433 : INFO : EPOCH 16 - PROGRESS: at 7.79% examples, 736230 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:31,438 : INFO : EPOCH 16 - PROGRESS: at 8.15% examples, 736196 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:32,438 : INFO : EPOCH 16 - PROGRESS: at 8.50% examples, 736977 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:33,440 : INFO : EPOCH 16 - PROGRESS: at 8.87% examples, 737064 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:34,448 : INFO : EPOCH 16 - PROGRESS: at 9.20% examples, 736443 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:35,468 : INFO : EPOCH 16 - PROGRESS: at 9.57% examples, 736557 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:36,476 : INFO : EPOCH 16 - PROGRESS: at 9.97% examples, 736559 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:37,481 : INFO : EPOCH 16 - PROGRESS: at 10.34% examples, 736105 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:38,481 : INFO : EPOCH 16 - PROGRESS: at 10.70% examples, 736756 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:39,483 : INFO : EPOCH 16 - PROGRESS: at 11.06% examples, 736573 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:40,489 : INFO : EPOCH 16 - PROGRESS: at 11.42% examples, 736330 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:41,498 : INFO : EPOCH 16 - PROGRESS: at 11.79% examples, 736652 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:42,508 : INFO : EPOCH 16 - PROGRESS: at 12.15% examples, 736808 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:43,511 : INFO : EPOCH 16 - PROGRESS: at 12.52% examples, 736694 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:44,522 : INFO : EPOCH 16 - PROGRESS: at 12.89% examples, 736626 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:45,533 : INFO : EPOCH 16 - PROGRESS: at 13.24% examples, 736706 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:46,546 : INFO : EPOCH 16 - PROGRESS: at 13.59% examples, 737021 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:47,558 : INFO : EPOCH 16 - PROGRESS: at 13.96% examples, 736893 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:39:48,566 : INFO : EPOCH 16 - PROGRESS: at 14.32% examples, 737022 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:49,580 : INFO : EPOCH 16 - PROGRESS: at 14.68% examples, 736894 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:50,584 : INFO : EPOCH 16 - PROGRESS: at 15.06% examples, 736842 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:51,592 : INFO : EPOCH 16 - PROGRESS: at 15.39% examples, 737003 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:52,601 : INFO : EPOCH 16 - PROGRESS: at 15.73% examples, 737155 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:53,606 : INFO : EPOCH 16 - PROGRESS: at 16.07% examples, 737197 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:39:54,619 : INFO : EPOCH 16 - PROGRESS: at 16.44% examples, 737150 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:55,624 : INFO : EPOCH 16 - PROGRESS: at 16.78% examples, 737241 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:56,639 : INFO : EPOCH 16 - PROGRESS: at 17.15% examples, 737442 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:39:57,643 : INFO : EPOCH 16 - PROGRESS: at 17.50% examples, 737640 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:58,648 : INFO : EPOCH 16 - PROGRESS: at 17.85% examples, 737665 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:39:59,652 : INFO : EPOCH 16 - PROGRESS: at 18.21% examples, 737571 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:00,654 : INFO : EPOCH 16 - PROGRESS: at 18.56% examples, 737631 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:01,666 : INFO : EPOCH 16 - PROGRESS: at 18.90% examples, 737386 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:02,685 : INFO : EPOCH 16 - PROGRESS: at 19.23% examples, 737427 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:03,707 : INFO : EPOCH 16 - PROGRESS: at 19.57% examples, 737543 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:04,711 : INFO : EPOCH 16 - PROGRESS: at 19.96% examples, 737395 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:40:05,739 : INFO : EPOCH 16 - PROGRESS: at 20.33% examples, 737384 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:06,742 : INFO : EPOCH 16 - PROGRESS: at 20.69% examples, 737524 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:07,747 : INFO : EPOCH 16 - PROGRESS: at 21.01% examples, 737674 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:08,748 : INFO : EPOCH 16 - PROGRESS: at 21.36% examples, 737699 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:09,751 : INFO : EPOCH 16 - PROGRESS: at 21.72% examples, 737625 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:10,752 : INFO : EPOCH 16 - PROGRESS: at 22.08% examples, 737716 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:40:11,753 : INFO : EPOCH 16 - PROGRESS: at 22.42% examples, 737786 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:12,760 : INFO : EPOCH 16 - PROGRESS: at 22.78% examples, 737690 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:13,762 : INFO : EPOCH 16 - PROGRESS: at 23.13% examples, 737556 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:14,764 : INFO : EPOCH 16 - PROGRESS: at 23.49% examples, 737637 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:15,768 : INFO : EPOCH 16 - PROGRESS: at 23.85% examples, 737521 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:16,774 : INFO : EPOCH 16 - PROGRESS: at 24.23% examples, 737307 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:40:17,792 : INFO : EPOCH 16 - PROGRESS: at 24.62% examples, 737126 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:18,793 : INFO : EPOCH 16 - PROGRESS: at 24.98% examples, 737261 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:40:19,803 : INFO : EPOCH 16 - PROGRESS: at 25.32% examples, 737248 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:20,816 : INFO : EPOCH 16 - PROGRESS: at 25.66% examples, 737315 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:21,826 : INFO : EPOCH 16 - PROGRESS: at 26.02% examples, 737461 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:40:22,832 : INFO : EPOCH 16 - PROGRESS: at 26.40% examples, 737333 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:23,838 : INFO : EPOCH 16 - PROGRESS: at 26.74% examples, 737081 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:40:24,848 : INFO : EPOCH 16 - PROGRESS: at 27.10% examples, 737025 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:25,853 : INFO : EPOCH 16 - PROGRESS: at 27.46% examples, 737094 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:26,862 : INFO : EPOCH 16 - PROGRESS: at 27.81% examples, 737095 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:27,879 : INFO : EPOCH 16 - PROGRESS: at 28.18% examples, 737124 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:28,887 : INFO : EPOCH 16 - PROGRESS: at 28.55% examples, 737078 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:29,899 : INFO : EPOCH 16 - PROGRESS: at 28.89% examples, 737071 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:30,900 : INFO : EPOCH 16 - PROGRESS: at 29.25% examples, 737172 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:31,919 : INFO : EPOCH 16 - PROGRESS: at 29.59% examples, 737148 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:32,924 : INFO : EPOCH 16 - PROGRESS: at 29.93% examples, 737252 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:33,926 : INFO : EPOCH 16 - PROGRESS: at 30.28% examples, 737370 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:34,931 : INFO : EPOCH 16 - PROGRESS: at 30.63% examples, 737362 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:35,936 : INFO : EPOCH 16 - PROGRESS: at 30.99% examples, 737346 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:36,938 : INFO : EPOCH 16 - PROGRESS: at 31.36% examples, 737135 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:37,945 : INFO : EPOCH 16 - PROGRESS: at 31.73% examples, 737103 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:38,952 : INFO : EPOCH 16 - PROGRESS: at 32.07% examples, 737189 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:39,955 : INFO : EPOCH 16 - PROGRESS: at 32.42% examples, 736954 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:40:40,965 : INFO : EPOCH 16 - PROGRESS: at 32.75% examples, 736224 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:41,976 : INFO : EPOCH 16 - PROGRESS: at 33.07% examples, 735536 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:40:42,978 : INFO : EPOCH 16 - PROGRESS: at 33.39% examples, 734847 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:40:43,998 : INFO : EPOCH 16 - PROGRESS: at 33.74% examples, 734063 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:45,006 : INFO : EPOCH 16 - PROGRESS: at 34.05% examples, 733439 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:46,013 : INFO : EPOCH 16 - PROGRESS: at 34.38% examples, 732682 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:47,024 : INFO : EPOCH 16 - PROGRESS: at 34.70% examples, 732100 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:48,024 : INFO : EPOCH 16 - PROGRESS: at 35.01% examples, 731487 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:49,030 : INFO : EPOCH 16 - PROGRESS: at 35.33% examples, 730813 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:40:50,035 : INFO : EPOCH 16 - PROGRESS: at 35.65% examples, 730232 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:51,038 : INFO : EPOCH 16 - PROGRESS: at 35.98% examples, 729611 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:52,040 : INFO : EPOCH 16 - PROGRESS: at 36.29% examples, 728930 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:53,041 : INFO : EPOCH 16 - PROGRESS: at 36.60% examples, 728312 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:40:54,045 : INFO : EPOCH 16 - PROGRESS: at 36.91% examples, 727934 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:55,048 : INFO : EPOCH 16 - PROGRESS: at 37.22% examples, 727375 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:56,052 : INFO : EPOCH 16 - PROGRESS: at 37.56% examples, 726740 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:57,055 : INFO : EPOCH 16 - PROGRESS: at 37.89% examples, 726250 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:58,059 : INFO : EPOCH 16 - PROGRESS: at 38.22% examples, 725671 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:40:59,072 : INFO : EPOCH 16 - PROGRESS: at 38.54% examples, 724843 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:00,073 : INFO : EPOCH 16 - PROGRESS: at 38.88% examples, 723985 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:01,093 : INFO : EPOCH 16 - PROGRESS: at 39.16% examples, 722661 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:02,099 : INFO : EPOCH 16 - PROGRESS: at 39.50% examples, 722579 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:03,102 : INFO : EPOCH 16 - PROGRESS: at 39.84% examples, 722755 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:04,108 : INFO : EPOCH 16 - PROGRESS: at 40.21% examples, 722884 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:05,124 : INFO : EPOCH 16 - PROGRESS: at 40.56% examples, 723066 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:06,131 : INFO : EPOCH 16 - PROGRESS: at 40.92% examples, 723234 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:07,134 : INFO : EPOCH 16 - PROGRESS: at 41.28% examples, 723381 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:08,134 : INFO : EPOCH 16 - PROGRESS: at 41.62% examples, 723456 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:09,138 : INFO : EPOCH 16 - PROGRESS: at 42.00% examples, 723525 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:10,140 : INFO : EPOCH 16 - PROGRESS: at 42.35% examples, 723594 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:11,148 : INFO : EPOCH 16 - PROGRESS: at 42.72% examples, 723735 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:12,152 : INFO : EPOCH 16 - PROGRESS: at 43.08% examples, 723840 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:13,160 : INFO : EPOCH 16 - PROGRESS: at 43.41% examples, 724011 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:14,172 : INFO : EPOCH 16 - PROGRESS: at 43.77% examples, 724159 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:15,177 : INFO : EPOCH 16 - PROGRESS: at 44.15% examples, 724223 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:16,185 : INFO : EPOCH 16 - PROGRESS: at 44.50% examples, 724305 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:17,206 : INFO : EPOCH 16 - PROGRESS: at 44.84% examples, 724411 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:18,220 : INFO : EPOCH 16 - PROGRESS: at 45.22% examples, 724533 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:19,224 : INFO : EPOCH 16 - PROGRESS: at 45.58% examples, 724607 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:20,232 : INFO : EPOCH 16 - PROGRESS: at 45.93% examples, 724760 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:21,245 : INFO : EPOCH 16 - PROGRESS: at 46.29% examples, 724823 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:22,249 : INFO : EPOCH 16 - PROGRESS: at 46.65% examples, 724874 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:23,270 : INFO : EPOCH 16 - PROGRESS: at 47.02% examples, 724947 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:24,273 : INFO : EPOCH 16 - PROGRESS: at 47.38% examples, 725098 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:25,280 : INFO : EPOCH 16 - PROGRESS: at 47.72% examples, 725166 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:26,300 : INFO : EPOCH 16 - PROGRESS: at 48.10% examples, 725208 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:27,304 : INFO : EPOCH 16 - PROGRESS: at 48.46% examples, 725386 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:28,308 : INFO : EPOCH 16 - PROGRESS: at 48.80% examples, 725498 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:29,317 : INFO : EPOCH 16 - PROGRESS: at 49.14% examples, 725646 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:30,318 : INFO : EPOCH 16 - PROGRESS: at 49.51% examples, 725751 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:31,321 : INFO : EPOCH 16 - PROGRESS: at 49.85% examples, 725885 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:32,329 : INFO : EPOCH 16 - PROGRESS: at 50.19% examples, 725969 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:33,344 : INFO : EPOCH 16 - PROGRESS: at 50.54% examples, 726077 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:34,350 : INFO : EPOCH 16 - PROGRESS: at 50.88% examples, 726205 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:35,352 : INFO : EPOCH 16 - PROGRESS: at 51.23% examples, 726281 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:36,359 : INFO : EPOCH 16 - PROGRESS: at 51.57% examples, 726388 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:37,360 : INFO : EPOCH 16 - PROGRESS: at 51.90% examples, 726500 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:41:38,366 : INFO : EPOCH 16 - PROGRESS: at 52.27% examples, 726515 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:39,376 : INFO : EPOCH 16 - PROGRESS: at 52.67% examples, 726499 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:40,379 : INFO : EPOCH 16 - PROGRESS: at 53.02% examples, 726591 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:41,383 : INFO : EPOCH 16 - PROGRESS: at 53.36% examples, 726679 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:42,398 : INFO : EPOCH 16 - PROGRESS: at 53.76% examples, 726633 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:43,405 : INFO : EPOCH 16 - PROGRESS: at 54.10% examples, 726727 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:44,414 : INFO : EPOCH 16 - PROGRESS: at 54.46% examples, 726762 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:45,416 : INFO : EPOCH 16 - PROGRESS: at 54.82% examples, 726856 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:46,423 : INFO : EPOCH 16 - PROGRESS: at 55.16% examples, 726955 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:47,426 : INFO : EPOCH 16 - PROGRESS: at 55.50% examples, 727008 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:48,431 : INFO : EPOCH 16 - PROGRESS: at 55.84% examples, 727032 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:49,432 : INFO : EPOCH 16 - PROGRESS: at 56.20% examples, 726821 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:50,436 : INFO : EPOCH 16 - PROGRESS: at 56.52% examples, 726505 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:51,448 : INFO : EPOCH 16 - PROGRESS: at 56.84% examples, 726179 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:52,460 : INFO : EPOCH 16 - PROGRESS: at 57.19% examples, 725798 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:53,464 : INFO : EPOCH 16 - PROGRESS: at 57.50% examples, 725540 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:54,481 : INFO : EPOCH 16 - PROGRESS: at 57.81% examples, 725256 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:55,481 : INFO : EPOCH 16 - PROGRESS: at 58.13% examples, 724923 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:56,492 : INFO : EPOCH 16 - PROGRESS: at 58.47% examples, 724541 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:57,493 : INFO : EPOCH 16 - PROGRESS: at 58.79% examples, 724259 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:41:58,501 : INFO : EPOCH 16 - PROGRESS: at 59.11% examples, 724005 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:41:59,514 : INFO : EPOCH 16 - PROGRESS: at 59.44% examples, 723624 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:00,518 : INFO : EPOCH 16 - PROGRESS: at 59.78% examples, 723331 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:01,526 : INFO : EPOCH 16 - PROGRESS: at 60.11% examples, 723023 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:02,530 : INFO : EPOCH 16 - PROGRESS: at 60.43% examples, 722743 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:03,539 : INFO : EPOCH 16 - PROGRESS: at 60.77% examples, 722380 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:04,564 : INFO : EPOCH 16 - PROGRESS: at 61.12% examples, 721985 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:05,567 : INFO : EPOCH 16 - PROGRESS: at 61.44% examples, 721763 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:06,577 : INFO : EPOCH 16 - PROGRESS: at 61.80% examples, 721406 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:07,578 : INFO : EPOCH 16 - PROGRESS: at 62.14% examples, 721120 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:08,581 : INFO : EPOCH 16 - PROGRESS: at 62.47% examples, 720838 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:09,582 : INFO : EPOCH 16 - PROGRESS: at 62.82% examples, 720528 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:42:10,598 : INFO : EPOCH 16 - PROGRESS: at 63.15% examples, 720202 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:11,599 : INFO : EPOCH 16 - PROGRESS: at 63.46% examples, 719916 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:12,602 : INFO : EPOCH 16 - PROGRESS: at 63.77% examples, 719595 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:13,604 : INFO : EPOCH 16 - PROGRESS: at 64.08% examples, 719394 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:14,606 : INFO : EPOCH 16 - PROGRESS: at 64.40% examples, 719087 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:15,622 : INFO : EPOCH 16 - PROGRESS: at 64.70% examples, 718788 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:16,622 : INFO : EPOCH 16 - PROGRESS: at 65.04% examples, 718515 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:17,622 : INFO : EPOCH 16 - PROGRESS: at 65.37% examples, 718230 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:18,628 : INFO : EPOCH 16 - PROGRESS: at 65.69% examples, 718005 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:19,632 : INFO : EPOCH 16 - PROGRESS: at 66.01% examples, 717725 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:20,638 : INFO : EPOCH 16 - PROGRESS: at 66.35% examples, 717444 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:21,646 : INFO : EPOCH 16 - PROGRESS: at 66.67% examples, 717188 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:42:22,647 : INFO : EPOCH 16 - PROGRESS: at 67.00% examples, 716938 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:42:23,648 : INFO : EPOCH 16 - PROGRESS: at 67.34% examples, 716674 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:24,653 : INFO : EPOCH 16 - PROGRESS: at 67.66% examples, 716413 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:25,675 : INFO : EPOCH 16 - PROGRESS: at 67.99% examples, 716182 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:42:26,677 : INFO : EPOCH 16 - PROGRESS: at 68.34% examples, 715987 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:27,679 : INFO : EPOCH 16 - PROGRESS: at 68.65% examples, 715713 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:28,689 : INFO : EPOCH 16 - PROGRESS: at 68.96% examples, 715511 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:29,698 : INFO : EPOCH 16 - PROGRESS: at 69.27% examples, 715260 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:30,707 : INFO : EPOCH 16 - PROGRESS: at 69.62% examples, 715000 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:31,712 : INFO : EPOCH 16 - PROGRESS: at 69.93% examples, 714759 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:32,719 : INFO : EPOCH 16 - PROGRESS: at 70.27% examples, 714584 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:33,720 : INFO : EPOCH 16 - PROGRESS: at 70.60% examples, 714397 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:34,726 : INFO : EPOCH 16 - PROGRESS: at 70.93% examples, 714182 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:35,728 : INFO : EPOCH 16 - PROGRESS: at 71.27% examples, 714002 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:36,744 : INFO : EPOCH 16 - PROGRESS: at 71.58% examples, 713761 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:37,746 : INFO : EPOCH 16 - PROGRESS: at 71.90% examples, 713551 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:38,759 : INFO : EPOCH 16 - PROGRESS: at 72.23% examples, 713326 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:39,768 : INFO : EPOCH 16 - PROGRESS: at 72.55% examples, 713087 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:40,774 : INFO : EPOCH 16 - PROGRESS: at 72.90% examples, 712875 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:41,776 : INFO : EPOCH 16 - PROGRESS: at 73.23% examples, 712611 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:42,783 : INFO : EPOCH 16 - PROGRESS: at 73.58% examples, 712448 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:43,805 : INFO : EPOCH 16 - PROGRESS: at 73.90% examples, 712244 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:44,812 : INFO : EPOCH 16 - PROGRESS: at 74.21% examples, 712039 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:45,828 : INFO : EPOCH 16 - PROGRESS: at 74.56% examples, 711859 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:42:46,838 : INFO : EPOCH 16 - PROGRESS: at 74.90% examples, 711703 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:47,858 : INFO : EPOCH 16 - PROGRESS: at 75.22% examples, 711453 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:48,865 : INFO : EPOCH 16 - PROGRESS: at 75.55% examples, 711249 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:49,866 : INFO : EPOCH 16 - PROGRESS: at 75.88% examples, 711078 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:50,867 : INFO : EPOCH 16 - PROGRESS: at 76.21% examples, 710958 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:51,868 : INFO : EPOCH 16 - PROGRESS: at 76.55% examples, 710733 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:42:52,876 : INFO : EPOCH 16 - PROGRESS: at 76.86% examples, 710522 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:53,887 : INFO : EPOCH 16 - PROGRESS: at 77.18% examples, 710374 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:54,902 : INFO : EPOCH 16 - PROGRESS: at 77.50% examples, 710170 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:55,917 : INFO : EPOCH 16 - PROGRESS: at 77.80% examples, 709997 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:56,928 : INFO : EPOCH 16 - PROGRESS: at 78.16% examples, 709801 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:57,930 : INFO : EPOCH 16 - PROGRESS: at 78.49% examples, 709624 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:58,930 : INFO : EPOCH 16 - PROGRESS: at 78.84% examples, 709467 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:42:59,932 : INFO : EPOCH 16 - PROGRESS: at 79.18% examples, 709231 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:00,949 : INFO : EPOCH 16 - PROGRESS: at 79.51% examples, 709044 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:01,952 : INFO : EPOCH 16 - PROGRESS: at 79.84% examples, 708935 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:02,957 : INFO : EPOCH 16 - PROGRESS: at 80.16% examples, 708716 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:03,960 : INFO : EPOCH 16 - PROGRESS: at 80.46% examples, 708547 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:04,961 : INFO : EPOCH 16 - PROGRESS: at 80.79% examples, 708374 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:05,979 : INFO : EPOCH 16 - PROGRESS: at 81.11% examples, 708202 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:43:06,984 : INFO : EPOCH 16 - PROGRESS: at 81.46% examples, 708053 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:07,987 : INFO : EPOCH 16 - PROGRESS: at 81.76% examples, 707930 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:09,014 : INFO : EPOCH 16 - PROGRESS: at 82.12% examples, 707731 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:10,028 : INFO : EPOCH 16 - PROGRESS: at 82.44% examples, 707577 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:11,030 : INFO : EPOCH 16 - PROGRESS: at 82.80% examples, 707407 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:12,034 : INFO : EPOCH 16 - PROGRESS: at 83.10% examples, 707271 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:43:13,048 : INFO : EPOCH 16 - PROGRESS: at 83.41% examples, 707116 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:14,049 : INFO : EPOCH 16 - PROGRESS: at 83.77% examples, 706945 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:15,054 : INFO : EPOCH 16 - PROGRESS: at 84.07% examples, 706765 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:16,060 : INFO : EPOCH 16 - PROGRESS: at 84.39% examples, 706645 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:17,061 : INFO : EPOCH 16 - PROGRESS: at 84.72% examples, 706530 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:18,077 : INFO : EPOCH 16 - PROGRESS: at 85.03% examples, 706395 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:19,080 : INFO : EPOCH 16 - PROGRESS: at 85.36% examples, 706260 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:20,082 : INFO : EPOCH 16 - PROGRESS: at 85.71% examples, 706111 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:21,093 : INFO : EPOCH 16 - PROGRESS: at 86.05% examples, 705953 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:22,095 : INFO : EPOCH 16 - PROGRESS: at 86.36% examples, 705847 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:23,096 : INFO : EPOCH 16 - PROGRESS: at 86.66% examples, 705702 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:24,097 : INFO : EPOCH 16 - PROGRESS: at 86.97% examples, 705583 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:25,104 : INFO : EPOCH 16 - PROGRESS: at 87.29% examples, 705436 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:26,108 : INFO : EPOCH 16 - PROGRESS: at 87.63% examples, 705290 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:43:27,136 : INFO : EPOCH 16 - PROGRESS: at 87.92% examples, 705136 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:28,139 : INFO : EPOCH 16 - PROGRESS: at 88.28% examples, 704998 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:43:29,140 : INFO : EPOCH 16 - PROGRESS: at 88.59% examples, 704875 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:30,145 : INFO : EPOCH 16 - PROGRESS: at 88.92% examples, 704766 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:43:31,168 : INFO : EPOCH 16 - PROGRESS: at 89.24% examples, 704601 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:32,176 : INFO : EPOCH 16 - PROGRESS: at 89.57% examples, 704492 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:33,177 : INFO : EPOCH 16 - PROGRESS: at 89.88% examples, 704367 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:34,200 : INFO : EPOCH 16 - PROGRESS: at 90.20% examples, 704240 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:43:35,202 : INFO : EPOCH 16 - PROGRESS: at 90.53% examples, 704115 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:36,215 : INFO : EPOCH 16 - PROGRESS: at 90.86% examples, 703954 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:37,225 : INFO : EPOCH 16 - PROGRESS: at 91.17% examples, 703865 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:38,252 : INFO : EPOCH 16 - PROGRESS: at 91.48% examples, 703695 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:39,257 : INFO : EPOCH 16 - PROGRESS: at 91.80% examples, 703481 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:40,259 : INFO : EPOCH 16 - PROGRESS: at 92.10% examples, 703247 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:41,265 : INFO : EPOCH 16 - PROGRESS: at 92.39% examples, 702697 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:42,267 : INFO : EPOCH 16 - PROGRESS: at 92.74% examples, 702810 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:43,275 : INFO : EPOCH 16 - PROGRESS: at 93.06% examples, 702895 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:44,279 : INFO : EPOCH 16 - PROGRESS: at 93.42% examples, 703032 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:45,280 : INFO : EPOCH 16 - PROGRESS: at 93.77% examples, 703166 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:46,286 : INFO : EPOCH 16 - PROGRESS: at 94.16% examples, 703280 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:47,305 : INFO : EPOCH 16 - PROGRESS: at 94.53% examples, 703386 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:48,306 : INFO : EPOCH 16 - PROGRESS: at 94.88% examples, 703513 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:49,323 : INFO : EPOCH 16 - PROGRESS: at 95.21% examples, 703653 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:50,325 : INFO : EPOCH 16 - PROGRESS: at 95.57% examples, 703794 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:51,346 : INFO : EPOCH 16 - PROGRESS: at 95.91% examples, 703710 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:52,346 : INFO : EPOCH 16 - PROGRESS: at 96.23% examples, 703622 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:53,354 : INFO : EPOCH 16 - PROGRESS: at 96.57% examples, 703461 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:54,361 : INFO : EPOCH 16 - PROGRESS: at 96.89% examples, 703348 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:55,367 : INFO : EPOCH 16 - PROGRESS: at 97.22% examples, 703238 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:43:56,369 : INFO : EPOCH 16 - PROGRESS: at 97.56% examples, 703131 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:57,373 : INFO : EPOCH 16 - PROGRESS: at 97.89% examples, 703012 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:43:58,383 : INFO : EPOCH 16 - PROGRESS: at 98.21% examples, 702875 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:43:59,402 : INFO : EPOCH 16 - PROGRESS: at 98.52% examples, 702757 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:00,407 : INFO : EPOCH 16 - PROGRESS: at 98.84% examples, 702642 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:01,414 : INFO : EPOCH 16 - PROGRESS: at 99.15% examples, 702502 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:02,419 : INFO : EPOCH 16 - PROGRESS: at 99.48% examples, 702423 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:03,439 : INFO : EPOCH 16 - PROGRESS: at 99.78% examples, 702354 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:04,095 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 21:44:04,100 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 21:44:04,104 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 21:44:04,107 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 21:44:04,108 : INFO : EPOCH - 16 : training on 267492176 raw words (207742031 effective words) took 295.8s, 702306 effective words/s
2020-07-23 21:44:05,122 : INFO : EPOCH 17 - PROGRESS: at 0.31% examples, 658929 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:06,127 : INFO : EPOCH 17 - PROGRESS: at 0.62% examples, 665921 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:44:07,144 : INFO : EPOCH 17 - PROGRESS: at 0.93% examples, 667181 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:44:08,145 : INFO : EPOCH 17 - PROGRESS: at 1.27% examples, 667766 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:09,167 : INFO : EPOCH 17 - PROGRESS: at 1.59% examples, 666568 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:10,186 : INFO : EPOCH 17 - PROGRESS: at 1.91% examples, 667163 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:44:11,202 : INFO : EPOCH 17 - PROGRESS: at 2.24% examples, 668392 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:12,205 : INFO : EPOCH 17 - PROGRESS: at 2.56% examples, 668234 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:44:13,210 : INFO : EPOCH 17 - PROGRESS: at 2.87% examples, 668656 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:14,218 : INFO : EPOCH 17 - PROGRESS: at 3.19% examples, 668552 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:15,219 : INFO : EPOCH 17 - PROGRESS: at 3.53% examples, 669522 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:44:16,223 : INFO : EPOCH 17 - PROGRESS: at 3.84% examples, 669754 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:44:17,232 : INFO : EPOCH 17 - PROGRESS: at 4.17% examples, 670111 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:18,234 : INFO : EPOCH 17 - PROGRESS: at 4.48% examples, 670286 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:19,235 : INFO : EPOCH 17 - PROGRESS: at 4.82% examples, 670133 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:20,238 : INFO : EPOCH 17 - PROGRESS: at 5.13% examples, 670234 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:21,250 : INFO : EPOCH 17 - PROGRESS: at 5.48% examples, 670034 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:44:22,254 : INFO : EPOCH 17 - PROGRESS: at 5.83% examples, 669863 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:23,264 : INFO : EPOCH 17 - PROGRESS: at 6.15% examples, 669641 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:24,267 : INFO : EPOCH 17 - PROGRESS: at 6.45% examples, 670138 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:25,278 : INFO : EPOCH 17 - PROGRESS: at 6.79% examples, 669453 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:26,284 : INFO : EPOCH 17 - PROGRESS: at 7.11% examples, 669251 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:27,290 : INFO : EPOCH 17 - PROGRESS: at 7.44% examples, 669391 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:28,294 : INFO : EPOCH 17 - PROGRESS: at 7.75% examples, 669579 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:29,301 : INFO : EPOCH 17 - PROGRESS: at 8.08% examples, 669564 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:30,301 : INFO : EPOCH 17 - PROGRESS: at 8.40% examples, 669910 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:44:31,307 : INFO : EPOCH 17 - PROGRESS: at 8.72% examples, 670174 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:32,316 : INFO : EPOCH 17 - PROGRESS: at 9.05% examples, 670214 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:33,320 : INFO : EPOCH 17 - PROGRESS: at 9.36% examples, 670322 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:34,323 : INFO : EPOCH 17 - PROGRESS: at 9.70% examples, 670007 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:35,335 : INFO : EPOCH 17 - PROGRESS: at 10.05% examples, 669843 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:36,353 : INFO : EPOCH 17 - PROGRESS: at 10.40% examples, 669763 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:37,357 : INFO : EPOCH 17 - PROGRESS: at 10.72% examples, 669714 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:44:38,361 : INFO : EPOCH 17 - PROGRESS: at 11.05% examples, 669656 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:39,370 : INFO : EPOCH 17 - PROGRESS: at 11.37% examples, 669614 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:40,370 : INFO : EPOCH 17 - PROGRESS: at 11.70% examples, 670036 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:41,372 : INFO : EPOCH 17 - PROGRESS: at 12.04% examples, 670332 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:42,380 : INFO : EPOCH 17 - PROGRESS: at 12.37% examples, 670339 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:43,396 : INFO : EPOCH 17 - PROGRESS: at 12.71% examples, 670283 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:44:44,400 : INFO : EPOCH 17 - PROGRESS: at 13.04% examples, 670565 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:45,405 : INFO : EPOCH 17 - PROGRESS: at 13.37% examples, 670503 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:46,413 : INFO : EPOCH 17 - PROGRESS: at 13.69% examples, 670760 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:44:47,420 : INFO : EPOCH 17 - PROGRESS: at 14.04% examples, 670734 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:48,435 : INFO : EPOCH 17 - PROGRESS: at 14.36% examples, 670914 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:49,436 : INFO : EPOCH 17 - PROGRESS: at 14.68% examples, 670984 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:44:50,450 : INFO : EPOCH 17 - PROGRESS: at 15.03% examples, 670890 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:51,453 : INFO : EPOCH 17 - PROGRESS: at 15.32% examples, 671097 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:52,460 : INFO : EPOCH 17 - PROGRESS: at 15.63% examples, 671111 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:53,475 : INFO : EPOCH 17 - PROGRESS: at 15.96% examples, 671074 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:54,481 : INFO : EPOCH 17 - PROGRESS: at 16.27% examples, 671279 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:55,489 : INFO : EPOCH 17 - PROGRESS: at 16.61% examples, 671273 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:56,489 : INFO : EPOCH 17 - PROGRESS: at 16.92% examples, 671576 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:57,494 : INFO : EPOCH 17 - PROGRESS: at 17.23% examples, 671386 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:58,501 : INFO : EPOCH 17 - PROGRESS: at 17.55% examples, 671277 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:44:59,522 : INFO : EPOCH 17 - PROGRESS: at 17.88% examples, 671265 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:00,524 : INFO : EPOCH 17 - PROGRESS: at 18.22% examples, 671400 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:01,528 : INFO : EPOCH 17 - PROGRESS: at 18.53% examples, 671336 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:02,532 : INFO : EPOCH 17 - PROGRESS: at 18.83% examples, 671445 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:03,535 : INFO : EPOCH 17 - PROGRESS: at 19.14% examples, 671360 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:04,536 : INFO : EPOCH 17 - PROGRESS: at 19.43% examples, 671297 words/s, in_qsize 5, out_qsize 2
2020-07-23 21:45:05,548 : INFO : EPOCH 17 - PROGRESS: at 19.78% examples, 671310 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:45:06,549 : INFO : EPOCH 17 - PROGRESS: at 20.12% examples, 671172 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:07,565 : INFO : EPOCH 17 - PROGRESS: at 20.45% examples, 671360 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:08,574 : INFO : EPOCH 17 - PROGRESS: at 20.76% examples, 671410 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:09,580 : INFO : EPOCH 17 - PROGRESS: at 21.07% examples, 671457 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:10,588 : INFO : EPOCH 17 - PROGRESS: at 21.39% examples, 671726 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:11,591 : INFO : EPOCH 17 - PROGRESS: at 21.72% examples, 671727 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:12,595 : INFO : EPOCH 17 - PROGRESS: at 22.05% examples, 671805 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:13,601 : INFO : EPOCH 17 - PROGRESS: at 22.36% examples, 671756 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:14,611 : INFO : EPOCH 17 - PROGRESS: at 22.68% examples, 671735 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:15,615 : INFO : EPOCH 17 - PROGRESS: at 23.00% examples, 671703 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:16,619 : INFO : EPOCH 17 - PROGRESS: at 23.34% examples, 671579 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:17,650 : INFO : EPOCH 17 - PROGRESS: at 23.67% examples, 671489 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:18,650 : INFO : EPOCH 17 - PROGRESS: at 24.02% examples, 671373 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:19,654 : INFO : EPOCH 17 - PROGRESS: at 24.36% examples, 671284 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:20,658 : INFO : EPOCH 17 - PROGRESS: at 24.71% examples, 671272 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:21,660 : INFO : EPOCH 17 - PROGRESS: at 25.02% examples, 671314 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:45:22,670 : INFO : EPOCH 17 - PROGRESS: at 25.34% examples, 671307 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:23,681 : INFO : EPOCH 17 - PROGRESS: at 25.65% examples, 671347 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:24,685 : INFO : EPOCH 17 - PROGRESS: at 25.97% examples, 671372 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:25,687 : INFO : EPOCH 17 - PROGRESS: at 26.31% examples, 671466 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:26,688 : INFO : EPOCH 17 - PROGRESS: at 26.65% examples, 671487 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:27,709 : INFO : EPOCH 17 - PROGRESS: at 26.97% examples, 671365 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:28,713 : INFO : EPOCH 17 - PROGRESS: at 27.28% examples, 671379 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:45:29,722 : INFO : EPOCH 17 - PROGRESS: at 27.60% examples, 671420 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:30,723 : INFO : EPOCH 17 - PROGRESS: at 27.92% examples, 671556 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:31,739 : INFO : EPOCH 17 - PROGRESS: at 28.27% examples, 671388 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:45:32,752 : INFO : EPOCH 17 - PROGRESS: at 28.59% examples, 671438 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:33,755 : INFO : EPOCH 17 - PROGRESS: at 28.92% examples, 671434 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:34,761 : INFO : EPOCH 17 - PROGRESS: at 29.25% examples, 671434 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:35,771 : INFO : EPOCH 17 - PROGRESS: at 29.55% examples, 671464 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:45:36,778 : INFO : EPOCH 17 - PROGRESS: at 29.86% examples, 671527 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:37,793 : INFO : EPOCH 17 - PROGRESS: at 30.18% examples, 671648 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:38,805 : INFO : EPOCH 17 - PROGRESS: at 30.50% examples, 671700 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:39,815 : INFO : EPOCH 17 - PROGRESS: at 30.82% examples, 671528 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:40,827 : INFO : EPOCH 17 - PROGRESS: at 31.16% examples, 671468 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:41,828 : INFO : EPOCH 17 - PROGRESS: at 31.50% examples, 671495 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:45:42,840 : INFO : EPOCH 17 - PROGRESS: at 31.83% examples, 671344 words/s, in_qsize 8, out_qsize 1
2020-07-23 21:45:43,849 : INFO : EPOCH 17 - PROGRESS: at 32.16% examples, 671502 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:44,870 : INFO : EPOCH 17 - PROGRESS: at 32.47% examples, 671452 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:45,872 : INFO : EPOCH 17 - PROGRESS: at 32.81% examples, 671492 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:46,877 : INFO : EPOCH 17 - PROGRESS: at 33.13% examples, 671481 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:47,894 : INFO : EPOCH 17 - PROGRESS: at 33.46% examples, 671533 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:48,904 : INFO : EPOCH 17 - PROGRESS: at 33.79% examples, 671420 words/s, in_qsize 8, out_qsize 1
2020-07-23 21:45:49,922 : INFO : EPOCH 17 - PROGRESS: at 34.12% examples, 671389 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:50,924 : INFO : EPOCH 17 - PROGRESS: at 34.44% examples, 671499 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:51,925 : INFO : EPOCH 17 - PROGRESS: at 34.77% examples, 671545 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:52,927 : INFO : EPOCH 17 - PROGRESS: at 35.07% examples, 671480 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:53,937 : INFO : EPOCH 17 - PROGRESS: at 35.39% examples, 671556 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:54,950 : INFO : EPOCH 17 - PROGRESS: at 35.73% examples, 671550 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:55,977 : INFO : EPOCH 17 - PROGRESS: at 36.05% examples, 671465 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:56,978 : INFO : EPOCH 17 - PROGRESS: at 36.37% examples, 671573 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:57,988 : INFO : EPOCH 17 - PROGRESS: at 36.69% examples, 671529 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:45:58,995 : INFO : EPOCH 17 - PROGRESS: at 36.99% examples, 671676 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:00,003 : INFO : EPOCH 17 - PROGRESS: at 37.32% examples, 671558 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:01,024 : INFO : EPOCH 17 - PROGRESS: at 37.66% examples, 671426 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:02,030 : INFO : EPOCH 17 - PROGRESS: at 37.99% examples, 671491 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:03,030 : INFO : EPOCH 17 - PROGRESS: at 38.33% examples, 671564 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:04,033 : INFO : EPOCH 17 - PROGRESS: at 38.68% examples, 671567 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:05,037 : INFO : EPOCH 17 - PROGRESS: at 39.02% examples, 671502 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:06,039 : INFO : EPOCH 17 - PROGRESS: at 39.35% examples, 671560 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:07,042 : INFO : EPOCH 17 - PROGRESS: at 39.65% examples, 671631 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:08,059 : INFO : EPOCH 17 - PROGRESS: at 39.97% examples, 671553 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:09,072 : INFO : EPOCH 17 - PROGRESS: at 40.32% examples, 671568 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:10,075 : INFO : EPOCH 17 - PROGRESS: at 40.62% examples, 671612 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:11,078 : INFO : EPOCH 17 - PROGRESS: at 40.95% examples, 671572 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:46:12,092 : INFO : EPOCH 17 - PROGRESS: at 41.28% examples, 671540 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:13,104 : INFO : EPOCH 17 - PROGRESS: at 41.59% examples, 671593 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:14,106 : INFO : EPOCH 17 - PROGRESS: at 41.94% examples, 671606 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:15,107 : INFO : EPOCH 17 - PROGRESS: at 42.27% examples, 671643 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:16,124 : INFO : EPOCH 17 - PROGRESS: at 42.59% examples, 671572 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:46:17,140 : INFO : EPOCH 17 - PROGRESS: at 42.94% examples, 671568 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:18,144 : INFO : EPOCH 17 - PROGRESS: at 43.24% examples, 671607 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:19,144 : INFO : EPOCH 17 - PROGRESS: at 43.54% examples, 671362 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:46:20,160 : INFO : EPOCH 17 - PROGRESS: at 43.86% examples, 671128 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:46:21,161 : INFO : EPOCH 17 - PROGRESS: at 44.15% examples, 670492 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:22,162 : INFO : EPOCH 17 - PROGRESS: at 44.50% examples, 670840 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:23,163 : INFO : EPOCH 17 - PROGRESS: at 44.83% examples, 671365 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:24,168 : INFO : EPOCH 17 - PROGRESS: at 45.20% examples, 671850 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:25,185 : INFO : EPOCH 17 - PROGRESS: at 45.57% examples, 672294 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:26,191 : INFO : EPOCH 17 - PROGRESS: at 45.92% examples, 672763 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:27,196 : INFO : EPOCH 17 - PROGRESS: at 46.28% examples, 673245 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:28,201 : INFO : EPOCH 17 - PROGRESS: at 46.65% examples, 673732 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:29,206 : INFO : EPOCH 17 - PROGRESS: at 47.01% examples, 674191 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:30,215 : INFO : EPOCH 17 - PROGRESS: at 47.36% examples, 674604 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:31,222 : INFO : EPOCH 17 - PROGRESS: at 47.71% examples, 675056 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:32,229 : INFO : EPOCH 17 - PROGRESS: at 48.09% examples, 675422 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:33,239 : INFO : EPOCH 17 - PROGRESS: at 48.44% examples, 675875 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:34,244 : INFO : EPOCH 17 - PROGRESS: at 48.79% examples, 676418 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:35,248 : INFO : EPOCH 17 - PROGRESS: at 49.12% examples, 676783 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:36,252 : INFO : EPOCH 17 - PROGRESS: at 49.49% examples, 677170 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:37,261 : INFO : EPOCH 17 - PROGRESS: at 49.83% examples, 677618 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:38,267 : INFO : EPOCH 17 - PROGRESS: at 50.18% examples, 678144 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:46:39,277 : INFO : EPOCH 17 - PROGRESS: at 50.53% examples, 678454 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:40,278 : INFO : EPOCH 17 - PROGRESS: at 50.87% examples, 678929 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:41,280 : INFO : EPOCH 17 - PROGRESS: at 51.22% examples, 679285 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:42,283 : INFO : EPOCH 17 - PROGRESS: at 51.55% examples, 679666 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:43,295 : INFO : EPOCH 17 - PROGRESS: at 51.89% examples, 680106 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:44,300 : INFO : EPOCH 17 - PROGRESS: at 52.25% examples, 680421 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:45,308 : INFO : EPOCH 17 - PROGRESS: at 52.66% examples, 680809 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:46,313 : INFO : EPOCH 17 - PROGRESS: at 53.01% examples, 681123 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:47,319 : INFO : EPOCH 17 - PROGRESS: at 53.36% examples, 681507 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:48,330 : INFO : EPOCH 17 - PROGRESS: at 53.76% examples, 681804 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:49,331 : INFO : EPOCH 17 - PROGRESS: at 54.10% examples, 682148 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:50,338 : INFO : EPOCH 17 - PROGRESS: at 54.46% examples, 682503 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:46:51,350 : INFO : EPOCH 17 - PROGRESS: at 54.82% examples, 682861 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:52,351 : INFO : EPOCH 17 - PROGRESS: at 55.16% examples, 683194 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:46:53,365 : INFO : EPOCH 17 - PROGRESS: at 55.50% examples, 683548 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:54,373 : INFO : EPOCH 17 - PROGRESS: at 55.86% examples, 683912 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:55,381 : INFO : EPOCH 17 - PROGRESS: at 56.23% examples, 684212 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:56,387 : INFO : EPOCH 17 - PROGRESS: at 56.58% examples, 684552 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:57,396 : INFO : EPOCH 17 - PROGRESS: at 56.94% examples, 684830 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:58,400 : INFO : EPOCH 17 - PROGRESS: at 57.32% examples, 685181 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:46:59,412 : INFO : EPOCH 17 - PROGRESS: at 57.67% examples, 685574 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:00,419 : INFO : EPOCH 17 - PROGRESS: at 57.99% examples, 685852 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:01,438 : INFO : EPOCH 17 - PROGRESS: at 58.37% examples, 686172 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:02,441 : INFO : EPOCH 17 - PROGRESS: at 58.74% examples, 686509 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:03,445 : INFO : EPOCH 17 - PROGRESS: at 59.09% examples, 686774 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:04,451 : INFO : EPOCH 17 - PROGRESS: at 59.45% examples, 687091 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:05,464 : INFO : EPOCH 17 - PROGRESS: at 59.82% examples, 687321 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:06,481 : INFO : EPOCH 17 - PROGRESS: at 60.19% examples, 687650 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:07,492 : INFO : EPOCH 17 - PROGRESS: at 60.55% examples, 687932 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:08,494 : INFO : EPOCH 17 - PROGRESS: at 60.95% examples, 688210 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:09,514 : INFO : EPOCH 17 - PROGRESS: at 61.31% examples, 688460 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:10,524 : INFO : EPOCH 17 - PROGRESS: at 61.67% examples, 688771 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:11,534 : INFO : EPOCH 17 - PROGRESS: at 62.08% examples, 689011 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:12,542 : INFO : EPOCH 17 - PROGRESS: at 62.44% examples, 689208 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:13,560 : INFO : EPOCH 17 - PROGRESS: at 62.82% examples, 689432 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:14,572 : INFO : EPOCH 17 - PROGRESS: at 63.19% examples, 689703 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:15,583 : INFO : EPOCH 17 - PROGRESS: at 63.53% examples, 689940 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:16,593 : INFO : EPOCH 17 - PROGRESS: at 63.88% examples, 690233 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:17,607 : INFO : EPOCH 17 - PROGRESS: at 64.22% examples, 690515 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:18,618 : INFO : EPOCH 17 - PROGRESS: at 64.57% examples, 690719 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:47:19,625 : INFO : EPOCH 17 - PROGRESS: at 64.93% examples, 690992 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:20,633 : INFO : EPOCH 17 - PROGRESS: at 65.30% examples, 691246 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:21,644 : INFO : EPOCH 17 - PROGRESS: at 65.66% examples, 691505 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:47:22,650 : INFO : EPOCH 17 - PROGRESS: at 66.02% examples, 691739 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:23,657 : INFO : EPOCH 17 - PROGRESS: at 66.40% examples, 691912 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:24,662 : INFO : EPOCH 17 - PROGRESS: at 66.74% examples, 692225 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:25,675 : INFO : EPOCH 17 - PROGRESS: at 67.11% examples, 692440 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:26,676 : INFO : EPOCH 17 - PROGRESS: at 67.49% examples, 692625 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:27,690 : INFO : EPOCH 17 - PROGRESS: at 67.84% examples, 692865 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:28,702 : INFO : EPOCH 17 - PROGRESS: at 68.21% examples, 693051 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:47:29,716 : INFO : EPOCH 17 - PROGRESS: at 68.57% examples, 693302 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:30,726 : INFO : EPOCH 17 - PROGRESS: at 68.92% examples, 693495 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:31,734 : INFO : EPOCH 17 - PROGRESS: at 69.26% examples, 693723 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:32,735 : INFO : EPOCH 17 - PROGRESS: at 69.64% examples, 693933 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:33,740 : INFO : EPOCH 17 - PROGRESS: at 70.01% examples, 694160 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:47:34,741 : INFO : EPOCH 17 - PROGRESS: at 70.36% examples, 694368 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:35,752 : INFO : EPOCH 17 - PROGRESS: at 70.74% examples, 694590 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:36,765 : INFO : EPOCH 17 - PROGRESS: at 71.10% examples, 694825 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:47:37,770 : INFO : EPOCH 17 - PROGRESS: at 71.44% examples, 695024 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:38,773 : INFO : EPOCH 17 - PROGRESS: at 71.80% examples, 695262 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:47:39,773 : INFO : EPOCH 17 - PROGRESS: at 72.16% examples, 695444 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:40,781 : INFO : EPOCH 17 - PROGRESS: at 72.52% examples, 695596 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:41,795 : INFO : EPOCH 17 - PROGRESS: at 72.86% examples, 695475 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:42,800 : INFO : EPOCH 17 - PROGRESS: at 73.21% examples, 695334 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:43,802 : INFO : EPOCH 17 - PROGRESS: at 73.56% examples, 695248 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:44,822 : INFO : EPOCH 17 - PROGRESS: at 73.87% examples, 695137 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:45,828 : INFO : EPOCH 17 - PROGRESS: at 74.19% examples, 695055 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:46,838 : INFO : EPOCH 17 - PROGRESS: at 74.53% examples, 694947 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:47,847 : INFO : EPOCH 17 - PROGRESS: at 74.86% examples, 694866 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:47:48,857 : INFO : EPOCH 17 - PROGRESS: at 75.19% examples, 694750 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:49,863 : INFO : EPOCH 17 - PROGRESS: at 75.53% examples, 694660 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:50,879 : INFO : EPOCH 17 - PROGRESS: at 75.85% examples, 694499 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:47:51,879 : INFO : EPOCH 17 - PROGRESS: at 76.18% examples, 694385 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:52,880 : INFO : EPOCH 17 - PROGRESS: at 76.52% examples, 694262 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:53,887 : INFO : EPOCH 17 - PROGRESS: at 76.84% examples, 694172 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:54,890 : INFO : EPOCH 17 - PROGRESS: at 77.16% examples, 694119 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:55,890 : INFO : EPOCH 17 - PROGRESS: at 77.48% examples, 694047 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:56,905 : INFO : EPOCH 17 - PROGRESS: at 77.78% examples, 693911 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:57,924 : INFO : EPOCH 17 - PROGRESS: at 78.13% examples, 693828 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:58,929 : INFO : EPOCH 17 - PROGRESS: at 78.47% examples, 693722 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:47:59,930 : INFO : EPOCH 17 - PROGRESS: at 78.80% examples, 693601 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:00,935 : INFO : EPOCH 17 - PROGRESS: at 79.17% examples, 693481 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:01,936 : INFO : EPOCH 17 - PROGRESS: at 79.49% examples, 693408 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:02,943 : INFO : EPOCH 17 - PROGRESS: at 79.81% examples, 693295 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:03,962 : INFO : EPOCH 17 - PROGRESS: at 80.15% examples, 693150 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:48:04,965 : INFO : EPOCH 17 - PROGRESS: at 80.44% examples, 693107 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:05,973 : INFO : EPOCH 17 - PROGRESS: at 80.77% examples, 692987 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:06,974 : INFO : EPOCH 17 - PROGRESS: at 81.10% examples, 692956 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:07,978 : INFO : EPOCH 17 - PROGRESS: at 81.43% examples, 692814 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:08,980 : INFO : EPOCH 17 - PROGRESS: at 81.75% examples, 692824 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:09,996 : INFO : EPOCH 17 - PROGRESS: at 82.10% examples, 692685 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:48:11,005 : INFO : EPOCH 17 - PROGRESS: at 82.43% examples, 692612 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:12,020 : INFO : EPOCH 17 - PROGRESS: at 82.78% examples, 692496 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:13,021 : INFO : EPOCH 17 - PROGRESS: at 83.09% examples, 692440 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:14,031 : INFO : EPOCH 17 - PROGRESS: at 83.40% examples, 692386 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:15,033 : INFO : EPOCH 17 - PROGRESS: at 83.75% examples, 692228 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:16,039 : INFO : EPOCH 17 - PROGRESS: at 84.07% examples, 692186 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:17,048 : INFO : EPOCH 17 - PROGRESS: at 84.38% examples, 692059 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:18,069 : INFO : EPOCH 17 - PROGRESS: at 84.71% examples, 691980 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:19,076 : INFO : EPOCH 17 - PROGRESS: at 85.02% examples, 691903 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:20,080 : INFO : EPOCH 17 - PROGRESS: at 85.34% examples, 691794 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:21,094 : INFO : EPOCH 17 - PROGRESS: at 85.70% examples, 691679 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:22,095 : INFO : EPOCH 17 - PROGRESS: at 86.04% examples, 691607 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:23,101 : INFO : EPOCH 17 - PROGRESS: at 86.34% examples, 691537 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:24,105 : INFO : EPOCH 17 - PROGRESS: at 86.65% examples, 691506 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:25,108 : INFO : EPOCH 17 - PROGRESS: at 86.96% examples, 691422 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:26,122 : INFO : EPOCH 17 - PROGRESS: at 87.28% examples, 691279 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:27,124 : INFO : EPOCH 17 - PROGRESS: at 87.62% examples, 691223 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:28,130 : INFO : EPOCH 17 - PROGRESS: at 87.91% examples, 691165 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:29,134 : INFO : EPOCH 17 - PROGRESS: at 88.27% examples, 691065 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:30,135 : INFO : EPOCH 17 - PROGRESS: at 88.58% examples, 690979 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:31,145 : INFO : EPOCH 17 - PROGRESS: at 88.91% examples, 690901 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:32,167 : INFO : EPOCH 17 - PROGRESS: at 89.23% examples, 690814 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:33,172 : INFO : EPOCH 17 - PROGRESS: at 89.56% examples, 690787 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:34,182 : INFO : EPOCH 17 - PROGRESS: at 89.87% examples, 690695 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:35,189 : INFO : EPOCH 17 - PROGRESS: at 90.18% examples, 690647 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:36,191 : INFO : EPOCH 17 - PROGRESS: at 90.51% examples, 690577 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:48:37,191 : INFO : EPOCH 17 - PROGRESS: at 90.84% examples, 690479 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:38,194 : INFO : EPOCH 17 - PROGRESS: at 91.15% examples, 690419 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:39,195 : INFO : EPOCH 17 - PROGRESS: at 91.46% examples, 690360 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:40,213 : INFO : EPOCH 17 - PROGRESS: at 91.79% examples, 690303 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:41,231 : INFO : EPOCH 17 - PROGRESS: at 92.12% examples, 690256 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:42,238 : INFO : EPOCH 17 - PROGRESS: at 92.46% examples, 690194 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:43,239 : INFO : EPOCH 17 - PROGRESS: at 92.78% examples, 690122 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:44,242 : INFO : EPOCH 17 - PROGRESS: at 93.09% examples, 690107 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:45,246 : INFO : EPOCH 17 - PROGRESS: at 93.42% examples, 690057 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:46,257 : INFO : EPOCH 17 - PROGRESS: at 93.74% examples, 689945 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:47,257 : INFO : EPOCH 17 - PROGRESS: at 94.08% examples, 689878 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:48,259 : INFO : EPOCH 17 - PROGRESS: at 94.41% examples, 689799 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:49,263 : INFO : EPOCH 17 - PROGRESS: at 94.74% examples, 689751 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:50,265 : INFO : EPOCH 17 - PROGRESS: at 95.04% examples, 689729 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:51,277 : INFO : EPOCH 17 - PROGRESS: at 95.34% examples, 689692 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:48:52,290 : INFO : EPOCH 17 - PROGRESS: at 95.69% examples, 689615 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:53,295 : INFO : EPOCH 17 - PROGRESS: at 96.02% examples, 689526 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:54,305 : INFO : EPOCH 17 - PROGRESS: at 96.36% examples, 689461 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:55,318 : INFO : EPOCH 17 - PROGRESS: at 96.70% examples, 689423 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:56,328 : INFO : EPOCH 17 - PROGRESS: at 97.01% examples, 689371 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:48:57,331 : INFO : EPOCH 17 - PROGRESS: at 97.33% examples, 689326 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:48:58,353 : INFO : EPOCH 17 - PROGRESS: at 97.68% examples, 689177 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:48:59,358 : INFO : EPOCH 17 - PROGRESS: at 97.98% examples, 689049 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:00,371 : INFO : EPOCH 17 - PROGRESS: at 98.29% examples, 688857 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:01,373 : INFO : EPOCH 17 - PROGRESS: at 98.57% examples, 688521 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:02,376 : INFO : EPOCH 17 - PROGRESS: at 98.91% examples, 688697 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:03,400 : INFO : EPOCH 17 - PROGRESS: at 99.28% examples, 688885 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:04,411 : INFO : EPOCH 17 - PROGRESS: at 99.62% examples, 689105 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:05,425 : INFO : EPOCH 17 - PROGRESS: at 99.97% examples, 689262 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:05,479 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 21:49:05,480 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 21:49:05,480 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 21:49:05,489 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 21:49:05,490 : INFO : EPOCH - 17 : training on 267492176 raw words (207743132 effective words) took 301.4s, 689310 effective words/s
2020-07-23 21:49:06,503 : INFO : EPOCH 18 - PROGRESS: at 0.34% examples, 725107 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:07,508 : INFO : EPOCH 18 - PROGRESS: at 0.67% examples, 733073 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:08,510 : INFO : EPOCH 18 - PROGRESS: at 1.04% examples, 735163 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:09,523 : INFO : EPOCH 18 - PROGRESS: at 1.39% examples, 735348 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:10,535 : INFO : EPOCH 18 - PROGRESS: at 1.75% examples, 735674 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:11,548 : INFO : EPOCH 18 - PROGRESS: at 2.10% examples, 736704 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:12,555 : INFO : EPOCH 18 - PROGRESS: at 2.45% examples, 738229 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:13,558 : INFO : EPOCH 18 - PROGRESS: at 2.81% examples, 738409 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:14,571 : INFO : EPOCH 18 - PROGRESS: at 3.16% examples, 736899 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:15,575 : INFO : EPOCH 18 - PROGRESS: at 3.53% examples, 737058 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:49:16,577 : INFO : EPOCH 18 - PROGRESS: at 3.88% examples, 738348 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:17,579 : INFO : EPOCH 18 - PROGRESS: at 4.23% examples, 738226 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:18,585 : INFO : EPOCH 18 - PROGRESS: at 4.58% examples, 738264 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:19,586 : INFO : EPOCH 18 - PROGRESS: at 4.92% examples, 736706 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:20,587 : INFO : EPOCH 18 - PROGRESS: at 5.26% examples, 731389 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:21,587 : INFO : EPOCH 18 - PROGRESS: at 5.61% examples, 728159 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:22,589 : INFO : EPOCH 18 - PROGRESS: at 5.94% examples, 724442 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:23,594 : INFO : EPOCH 18 - PROGRESS: at 6.25% examples, 721465 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:24,597 : INFO : EPOCH 18 - PROGRESS: at 6.56% examples, 718657 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:49:25,598 : INFO : EPOCH 18 - PROGRESS: at 6.89% examples, 716186 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:26,606 : INFO : EPOCH 18 - PROGRESS: at 7.23% examples, 714118 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:27,612 : INFO : EPOCH 18 - PROGRESS: at 7.55% examples, 711625 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:28,621 : INFO : EPOCH 18 - PROGRESS: at 7.85% examples, 709985 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:29,638 : INFO : EPOCH 18 - PROGRESS: at 8.19% examples, 707766 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:30,651 : INFO : EPOCH 18 - PROGRESS: at 8.51% examples, 707259 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:31,666 : INFO : EPOCH 18 - PROGRESS: at 8.84% examples, 705890 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:32,676 : INFO : EPOCH 18 - PROGRESS: at 9.17% examples, 704689 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:33,680 : INFO : EPOCH 18 - PROGRESS: at 9.49% examples, 703584 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:34,688 : INFO : EPOCH 18 - PROGRESS: at 9.83% examples, 702288 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:35,701 : INFO : EPOCH 18 - PROGRESS: at 10.18% examples, 701032 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:36,704 : INFO : EPOCH 18 - PROGRESS: at 10.51% examples, 699788 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:49:37,714 : INFO : EPOCH 18 - PROGRESS: at 10.85% examples, 698952 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:38,739 : INFO : EPOCH 18 - PROGRESS: at 11.17% examples, 697898 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:39,752 : INFO : EPOCH 18 - PROGRESS: at 11.51% examples, 697074 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:40,758 : INFO : EPOCH 18 - PROGRESS: at 11.85% examples, 696253 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:41,769 : INFO : EPOCH 18 - PROGRESS: at 12.17% examples, 695451 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:42,789 : INFO : EPOCH 18 - PROGRESS: at 12.51% examples, 694824 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:43,796 : INFO : EPOCH 18 - PROGRESS: at 12.85% examples, 694311 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:44,807 : INFO : EPOCH 18 - PROGRESS: at 13.18% examples, 693857 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:45,814 : INFO : EPOCH 18 - PROGRESS: at 13.50% examples, 693793 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:46,821 : INFO : EPOCH 18 - PROGRESS: at 13.83% examples, 692938 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:47,824 : INFO : EPOCH 18 - PROGRESS: at 14.15% examples, 692531 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:48,831 : INFO : EPOCH 18 - PROGRESS: at 14.49% examples, 691881 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:49,838 : INFO : EPOCH 18 - PROGRESS: at 14.81% examples, 691413 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:50,844 : INFO : EPOCH 18 - PROGRESS: at 15.14% examples, 691109 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:51,848 : INFO : EPOCH 18 - PROGRESS: at 15.45% examples, 690820 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:52,857 : INFO : EPOCH 18 - PROGRESS: at 15.74% examples, 690327 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:53,858 : INFO : EPOCH 18 - PROGRESS: at 16.06% examples, 689888 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:49:54,867 : INFO : EPOCH 18 - PROGRESS: at 16.40% examples, 689628 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:55,879 : INFO : EPOCH 18 - PROGRESS: at 16.71% examples, 689166 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:49:56,892 : INFO : EPOCH 18 - PROGRESS: at 17.03% examples, 688889 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:57,901 : INFO : EPOCH 18 - PROGRESS: at 17.35% examples, 688541 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:58,904 : INFO : EPOCH 18 - PROGRESS: at 17.68% examples, 688368 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:49:59,905 : INFO : EPOCH 18 - PROGRESS: at 17.99% examples, 687930 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:00,905 : INFO : EPOCH 18 - PROGRESS: at 18.34% examples, 687488 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:01,911 : INFO : EPOCH 18 - PROGRESS: at 18.61% examples, 687261 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:02,928 : INFO : EPOCH 18 - PROGRESS: at 18.95% examples, 686990 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:03,929 : INFO : EPOCH 18 - PROGRESS: at 19.24% examples, 686721 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:04,932 : INFO : EPOCH 18 - PROGRESS: at 19.55% examples, 686601 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:05,950 : INFO : EPOCH 18 - PROGRESS: at 19.89% examples, 686141 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:06,969 : INFO : EPOCH 18 - PROGRESS: at 20.25% examples, 685825 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:50:07,997 : INFO : EPOCH 18 - PROGRESS: at 20.57% examples, 685782 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:09,001 : INFO : EPOCH 18 - PROGRESS: at 20.86% examples, 685801 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:10,005 : INFO : EPOCH 18 - PROGRESS: at 21.19% examples, 685476 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:11,018 : INFO : EPOCH 18 - PROGRESS: at 21.50% examples, 685335 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:12,034 : INFO : EPOCH 18 - PROGRESS: at 21.84% examples, 685152 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:13,045 : INFO : EPOCH 18 - PROGRESS: at 22.17% examples, 684987 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:14,051 : INFO : EPOCH 18 - PROGRESS: at 22.48% examples, 684820 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:15,057 : INFO : EPOCH 18 - PROGRESS: at 22.82% examples, 684633 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:16,061 : INFO : EPOCH 18 - PROGRESS: at 23.15% examples, 684670 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:17,066 : INFO : EPOCH 18 - PROGRESS: at 23.48% examples, 684525 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:18,074 : INFO : EPOCH 18 - PROGRESS: at 23.81% examples, 684290 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:19,086 : INFO : EPOCH 18 - PROGRESS: at 24.16% examples, 683894 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:20,090 : INFO : EPOCH 18 - PROGRESS: at 24.50% examples, 683595 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:21,099 : INFO : EPOCH 18 - PROGRESS: at 24.85% examples, 683419 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:22,102 : INFO : EPOCH 18 - PROGRESS: at 25.16% examples, 683319 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:23,103 : INFO : EPOCH 18 - PROGRESS: at 25.47% examples, 683064 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:24,104 : INFO : EPOCH 18 - PROGRESS: at 25.77% examples, 682867 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:50:25,106 : INFO : EPOCH 18 - PROGRESS: at 26.09% examples, 682711 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:26,116 : INFO : EPOCH 18 - PROGRESS: at 26.43% examples, 682445 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:27,122 : INFO : EPOCH 18 - PROGRESS: at 26.75% examples, 682355 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:28,129 : INFO : EPOCH 18 - PROGRESS: at 27.09% examples, 682300 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:29,135 : INFO : EPOCH 18 - PROGRESS: at 27.41% examples, 682177 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:30,142 : INFO : EPOCH 18 - PROGRESS: at 27.72% examples, 682068 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:31,145 : INFO : EPOCH 18 - PROGRESS: at 28.05% examples, 681918 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:32,146 : INFO : EPOCH 18 - PROGRESS: at 28.39% examples, 681662 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:33,147 : INFO : EPOCH 18 - PROGRESS: at 28.71% examples, 681742 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:34,149 : INFO : EPOCH 18 - PROGRESS: at 29.04% examples, 681628 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:35,174 : INFO : EPOCH 18 - PROGRESS: at 29.36% examples, 681378 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:50:36,175 : INFO : EPOCH 18 - PROGRESS: at 29.65% examples, 681432 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:37,182 : INFO : EPOCH 18 - PROGRESS: at 29.97% examples, 681293 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:38,198 : INFO : EPOCH 18 - PROGRESS: at 30.29% examples, 681241 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:39,204 : INFO : EPOCH 18 - PROGRESS: at 30.61% examples, 681067 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:40,218 : INFO : EPOCH 18 - PROGRESS: at 30.94% examples, 681025 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:41,226 : INFO : EPOCH 18 - PROGRESS: at 31.28% examples, 680907 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:42,231 : INFO : EPOCH 18 - PROGRESS: at 31.62% examples, 680875 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:43,236 : INFO : EPOCH 18 - PROGRESS: at 31.94% examples, 680775 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:44,242 : INFO : EPOCH 18 - PROGRESS: at 32.28% examples, 680669 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:45,247 : INFO : EPOCH 18 - PROGRESS: at 32.57% examples, 680725 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:50:46,271 : INFO : EPOCH 18 - PROGRESS: at 32.93% examples, 680549 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:47,287 : INFO : EPOCH 18 - PROGRESS: at 33.26% examples, 680462 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:48,301 : INFO : EPOCH 18 - PROGRESS: at 33.58% examples, 680454 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:49,302 : INFO : EPOCH 18 - PROGRESS: at 33.92% examples, 680426 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:50,304 : INFO : EPOCH 18 - PROGRESS: at 34.23% examples, 680343 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:51,314 : INFO : EPOCH 18 - PROGRESS: at 34.57% examples, 680189 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:52,328 : INFO : EPOCH 18 - PROGRESS: at 34.88% examples, 680136 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:53,337 : INFO : EPOCH 18 - PROGRESS: at 35.19% examples, 680128 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:54,352 : INFO : EPOCH 18 - PROGRESS: at 35.52% examples, 680066 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:55,355 : INFO : EPOCH 18 - PROGRESS: at 35.85% examples, 680035 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:56,362 : INFO : EPOCH 18 - PROGRESS: at 36.17% examples, 679929 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:57,368 : INFO : EPOCH 18 - PROGRESS: at 36.49% examples, 679798 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:58,368 : INFO : EPOCH 18 - PROGRESS: at 36.81% examples, 679784 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:50:59,382 : INFO : EPOCH 18 - PROGRESS: at 37.10% examples, 679695 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:00,389 : INFO : EPOCH 18 - PROGRESS: at 37.44% examples, 679534 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:01,402 : INFO : EPOCH 18 - PROGRESS: at 37.78% examples, 679520 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:02,422 : INFO : EPOCH 18 - PROGRESS: at 38.11% examples, 679342 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:03,445 : INFO : EPOCH 18 - PROGRESS: at 38.45% examples, 679295 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:04,448 : INFO : EPOCH 18 - PROGRESS: at 38.81% examples, 679228 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:05,458 : INFO : EPOCH 18 - PROGRESS: at 39.15% examples, 679109 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:06,461 : INFO : EPOCH 18 - PROGRESS: at 39.47% examples, 679128 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:51:07,462 : INFO : EPOCH 18 - PROGRESS: at 39.78% examples, 679127 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:08,476 : INFO : EPOCH 18 - PROGRESS: at 40.09% examples, 679016 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:09,481 : INFO : EPOCH 18 - PROGRESS: at 40.42% examples, 678990 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:10,482 : INFO : EPOCH 18 - PROGRESS: at 40.74% examples, 678982 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:11,490 : INFO : EPOCH 18 - PROGRESS: at 41.08% examples, 678873 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:12,492 : INFO : EPOCH 18 - PROGRESS: at 41.40% examples, 678817 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:13,512 : INFO : EPOCH 18 - PROGRESS: at 41.73% examples, 678771 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:14,513 : INFO : EPOCH 18 - PROGRESS: at 42.07% examples, 678613 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:51:15,513 : INFO : EPOCH 18 - PROGRESS: at 42.39% examples, 678630 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:16,517 : INFO : EPOCH 18 - PROGRESS: at 42.72% examples, 678581 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:17,517 : INFO : EPOCH 18 - PROGRESS: at 43.04% examples, 678487 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:18,536 : INFO : EPOCH 18 - PROGRESS: at 43.35% examples, 678508 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:19,544 : INFO : EPOCH 18 - PROGRESS: at 43.68% examples, 678510 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:20,549 : INFO : EPOCH 18 - PROGRESS: at 44.02% examples, 678509 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:21,553 : INFO : EPOCH 18 - PROGRESS: at 44.35% examples, 678468 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:22,567 : INFO : EPOCH 18 - PROGRESS: at 44.67% examples, 678349 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:23,581 : INFO : EPOCH 18 - PROGRESS: at 44.98% examples, 678418 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:24,598 : INFO : EPOCH 18 - PROGRESS: at 45.33% examples, 678346 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:25,603 : INFO : EPOCH 18 - PROGRESS: at 45.67% examples, 678264 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:26,610 : INFO : EPOCH 18 - PROGRESS: at 45.98% examples, 678255 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:27,617 : INFO : EPOCH 18 - PROGRESS: at 46.31% examples, 678179 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:28,617 : INFO : EPOCH 18 - PROGRESS: at 46.63% examples, 678118 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:29,618 : INFO : EPOCH 18 - PROGRESS: at 46.96% examples, 678061 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:30,622 : INFO : EPOCH 18 - PROGRESS: at 47.27% examples, 678005 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:31,627 : INFO : EPOCH 18 - PROGRESS: at 47.60% examples, 677987 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:32,630 : INFO : EPOCH 18 - PROGRESS: at 47.93% examples, 677973 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:33,631 : INFO : EPOCH 18 - PROGRESS: at 48.26% examples, 677844 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:51:34,636 : INFO : EPOCH 18 - PROGRESS: at 48.57% examples, 677807 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:35,643 : INFO : EPOCH 18 - PROGRESS: at 48.89% examples, 677770 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:36,647 : INFO : EPOCH 18 - PROGRESS: at 49.19% examples, 677754 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:37,653 : INFO : EPOCH 18 - PROGRESS: at 49.53% examples, 677714 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:38,654 : INFO : EPOCH 18 - PROGRESS: at 49.83% examples, 677568 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:39,661 : INFO : EPOCH 18 - PROGRESS: at 50.14% examples, 677332 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:40,664 : INFO : EPOCH 18 - PROGRESS: at 50.42% examples, 676905 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:41,668 : INFO : EPOCH 18 - PROGRESS: at 50.70% examples, 676546 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:42,677 : INFO : EPOCH 18 - PROGRESS: at 51.05% examples, 676927 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:43,682 : INFO : EPOCH 18 - PROGRESS: at 51.39% examples, 677384 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:44,702 : INFO : EPOCH 18 - PROGRESS: at 51.74% examples, 677814 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:45,703 : INFO : EPOCH 18 - PROGRESS: at 52.08% examples, 678183 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:46,715 : INFO : EPOCH 18 - PROGRESS: at 52.47% examples, 678547 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:47,725 : INFO : EPOCH 18 - PROGRESS: at 52.85% examples, 678921 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:48,726 : INFO : EPOCH 18 - PROGRESS: at 53.21% examples, 679349 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:49,738 : INFO : EPOCH 18 - PROGRESS: at 53.58% examples, 679671 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:50,755 : INFO : EPOCH 18 - PROGRESS: at 53.95% examples, 680000 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:51,761 : INFO : EPOCH 18 - PROGRESS: at 54.32% examples, 680452 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:52,763 : INFO : EPOCH 18 - PROGRESS: at 54.67% examples, 680737 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:53,766 : INFO : EPOCH 18 - PROGRESS: at 55.02% examples, 681162 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:54,771 : INFO : EPOCH 18 - PROGRESS: at 55.35% examples, 681557 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:55,776 : INFO : EPOCH 18 - PROGRESS: at 55.70% examples, 681916 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:56,781 : INFO : EPOCH 18 - PROGRESS: at 56.07% examples, 682211 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:51:57,788 : INFO : EPOCH 18 - PROGRESS: at 56.42% examples, 682595 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:58,802 : INFO : EPOCH 18 - PROGRESS: at 56.79% examples, 682933 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:51:59,805 : INFO : EPOCH 18 - PROGRESS: at 57.17% examples, 683253 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:00,806 : INFO : EPOCH 18 - PROGRESS: at 57.50% examples, 683649 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:01,814 : INFO : EPOCH 18 - PROGRESS: at 57.85% examples, 683963 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:02,814 : INFO : EPOCH 18 - PROGRESS: at 58.20% examples, 684330 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:03,819 : INFO : EPOCH 18 - PROGRESS: at 58.59% examples, 684601 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:04,826 : INFO : EPOCH 18 - PROGRESS: at 58.94% examples, 684963 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:52:05,832 : INFO : EPOCH 18 - PROGRESS: at 59.29% examples, 685290 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:06,840 : INFO : EPOCH 18 - PROGRESS: at 59.65% examples, 685538 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:07,873 : INFO : EPOCH 18 - PROGRESS: at 60.01% examples, 685813 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:08,879 : INFO : EPOCH 18 - PROGRESS: at 60.38% examples, 686148 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:09,883 : INFO : EPOCH 18 - PROGRESS: at 60.77% examples, 686445 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:10,895 : INFO : EPOCH 18 - PROGRESS: at 61.16% examples, 686697 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:11,905 : INFO : EPOCH 18 - PROGRESS: at 61.50% examples, 687023 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:52:12,915 : INFO : EPOCH 18 - PROGRESS: at 61.91% examples, 687258 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:52:13,919 : INFO : EPOCH 18 - PROGRESS: at 62.26% examples, 687460 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:14,920 : INFO : EPOCH 18 - PROGRESS: at 62.64% examples, 687770 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:15,922 : INFO : EPOCH 18 - PROGRESS: at 63.03% examples, 687966 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:16,923 : INFO : EPOCH 18 - PROGRESS: at 63.37% examples, 688303 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:17,925 : INFO : EPOCH 18 - PROGRESS: at 63.70% examples, 688509 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:18,929 : INFO : EPOCH 18 - PROGRESS: at 64.05% examples, 688799 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:52:19,941 : INFO : EPOCH 18 - PROGRESS: at 64.40% examples, 689040 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:20,951 : INFO : EPOCH 18 - PROGRESS: at 64.74% examples, 689292 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:21,956 : INFO : EPOCH 18 - PROGRESS: at 65.11% examples, 689530 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:22,960 : INFO : EPOCH 18 - PROGRESS: at 65.49% examples, 689806 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:23,970 : INFO : EPOCH 18 - PROGRESS: at 65.85% examples, 690046 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:24,970 : INFO : EPOCH 18 - PROGRESS: at 66.19% examples, 690282 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:25,970 : INFO : EPOCH 18 - PROGRESS: at 66.57% examples, 690545 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:26,970 : INFO : EPOCH 18 - PROGRESS: at 66.92% examples, 690769 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:27,974 : INFO : EPOCH 18 - PROGRESS: at 67.30% examples, 691025 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:28,977 : INFO : EPOCH 18 - PROGRESS: at 67.66% examples, 691271 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:29,998 : INFO : EPOCH 18 - PROGRESS: at 68.02% examples, 691485 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:31,009 : INFO : EPOCH 18 - PROGRESS: at 68.39% examples, 691714 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:32,010 : INFO : EPOCH 18 - PROGRESS: at 68.75% examples, 691977 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:33,026 : INFO : EPOCH 18 - PROGRESS: at 69.09% examples, 692205 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:34,030 : INFO : EPOCH 18 - PROGRESS: at 69.45% examples, 692501 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:35,039 : INFO : EPOCH 18 - PROGRESS: at 69.82% examples, 692697 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:36,043 : INFO : EPOCH 18 - PROGRESS: at 70.19% examples, 692941 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:52:37,057 : INFO : EPOCH 18 - PROGRESS: at 70.55% examples, 693142 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:38,062 : INFO : EPOCH 18 - PROGRESS: at 70.92% examples, 693428 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:39,070 : INFO : EPOCH 18 - PROGRESS: at 71.29% examples, 693605 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:40,077 : INFO : EPOCH 18 - PROGRESS: at 71.63% examples, 693820 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:41,078 : INFO : EPOCH 18 - PROGRESS: at 72.00% examples, 694059 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:42,087 : INFO : EPOCH 18 - PROGRESS: at 72.36% examples, 694201 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:43,095 : INFO : EPOCH 18 - PROGRESS: at 72.72% examples, 694422 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:52:44,099 : INFO : EPOCH 18 - PROGRESS: at 73.10% examples, 694648 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:45,106 : INFO : EPOCH 18 - PROGRESS: at 73.49% examples, 694828 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:52:46,106 : INFO : EPOCH 18 - PROGRESS: at 73.83% examples, 695057 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:47,114 : INFO : EPOCH 18 - PROGRESS: at 74.18% examples, 695231 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:48,133 : INFO : EPOCH 18 - PROGRESS: at 74.54% examples, 695369 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:49,142 : INFO : EPOCH 18 - PROGRESS: at 74.92% examples, 695600 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:50,143 : INFO : EPOCH 18 - PROGRESS: at 75.27% examples, 695808 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:51,152 : INFO : EPOCH 18 - PROGRESS: at 75.63% examples, 695990 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:52,162 : INFO : EPOCH 18 - PROGRESS: at 76.01% examples, 696180 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:53,186 : INFO : EPOCH 18 - PROGRESS: at 76.37% examples, 696357 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:54,186 : INFO : EPOCH 18 - PROGRESS: at 76.73% examples, 696552 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:55,187 : INFO : EPOCH 18 - PROGRESS: at 77.08% examples, 696720 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:56,199 : INFO : EPOCH 18 - PROGRESS: at 77.43% examples, 696940 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:57,214 : INFO : EPOCH 18 - PROGRESS: at 77.78% examples, 697155 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:52:58,225 : INFO : EPOCH 18 - PROGRESS: at 78.17% examples, 697365 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:52:59,228 : INFO : EPOCH 18 - PROGRESS: at 78.53% examples, 697536 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:00,235 : INFO : EPOCH 18 - PROGRESS: at 78.91% examples, 697709 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:01,243 : INFO : EPOCH 18 - PROGRESS: at 79.31% examples, 697845 words/s, in_qsize 8, out_qsize 1
2020-07-23 21:53:02,261 : INFO : EPOCH 18 - PROGRESS: at 79.66% examples, 698027 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:03,265 : INFO : EPOCH 18 - PROGRESS: at 80.02% examples, 698215 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:04,268 : INFO : EPOCH 18 - PROGRESS: at 80.36% examples, 698411 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:05,278 : INFO : EPOCH 18 - PROGRESS: at 80.72% examples, 698600 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:06,306 : INFO : EPOCH 18 - PROGRESS: at 81.08% examples, 698729 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:07,308 : INFO : EPOCH 18 - PROGRESS: at 81.46% examples, 698912 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:53:08,319 : INFO : EPOCH 18 - PROGRESS: at 81.80% examples, 699130 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:09,332 : INFO : EPOCH 18 - PROGRESS: at 82.19% examples, 699273 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:10,335 : INFO : EPOCH 18 - PROGRESS: at 82.55% examples, 699458 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:11,338 : INFO : EPOCH 18 - PROGRESS: at 82.93% examples, 699604 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:12,349 : INFO : EPOCH 18 - PROGRESS: at 83.27% examples, 699760 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:13,349 : INFO : EPOCH 18 - PROGRESS: at 83.62% examples, 699889 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:14,354 : INFO : EPOCH 18 - PROGRESS: at 83.98% examples, 700044 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:15,360 : INFO : EPOCH 18 - PROGRESS: at 84.33% examples, 700225 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:16,361 : INFO : EPOCH 18 - PROGRESS: at 84.69% examples, 700372 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:17,371 : INFO : EPOCH 18 - PROGRESS: at 85.03% examples, 700528 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:53:18,382 : INFO : EPOCH 18 - PROGRESS: at 85.40% examples, 700665 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:19,384 : INFO : EPOCH 18 - PROGRESS: at 85.77% examples, 700841 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:20,392 : INFO : EPOCH 18 - PROGRESS: at 86.15% examples, 700988 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:21,410 : INFO : EPOCH 18 - PROGRESS: at 86.49% examples, 701166 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:53:22,426 : INFO : EPOCH 18 - PROGRESS: at 86.84% examples, 701344 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:23,434 : INFO : EPOCH 18 - PROGRESS: at 87.19% examples, 701481 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:24,446 : INFO : EPOCH 18 - PROGRESS: at 87.56% examples, 701626 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:25,452 : INFO : EPOCH 18 - PROGRESS: at 87.89% examples, 701818 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:26,459 : INFO : EPOCH 18 - PROGRESS: at 88.28% examples, 701917 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:27,462 : INFO : EPOCH 18 - PROGRESS: at 88.63% examples, 702059 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:28,468 : INFO : EPOCH 18 - PROGRESS: at 88.99% examples, 702238 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:29,475 : INFO : EPOCH 18 - PROGRESS: at 89.34% examples, 702384 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:30,478 : INFO : EPOCH 18 - PROGRESS: at 89.68% examples, 702548 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:31,484 : INFO : EPOCH 18 - PROGRESS: at 90.03% examples, 702665 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:32,487 : INFO : EPOCH 18 - PROGRESS: at 90.39% examples, 702834 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:33,490 : INFO : EPOCH 18 - PROGRESS: at 90.76% examples, 702943 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:34,498 : INFO : EPOCH 18 - PROGRESS: at 91.10% examples, 703106 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:35,515 : INFO : EPOCH 18 - PROGRESS: at 91.46% examples, 703245 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:36,518 : INFO : EPOCH 18 - PROGRESS: at 91.81% examples, 703398 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:37,526 : INFO : EPOCH 18 - PROGRESS: at 92.18% examples, 703511 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:38,529 : INFO : EPOCH 18 - PROGRESS: at 92.53% examples, 703640 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:39,530 : INFO : EPOCH 18 - PROGRESS: at 92.88% examples, 703811 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:40,533 : INFO : EPOCH 18 - PROGRESS: at 93.23% examples, 703940 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:53:41,549 : INFO : EPOCH 18 - PROGRESS: at 93.60% examples, 704038 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:42,563 : INFO : EPOCH 18 - PROGRESS: at 93.94% examples, 704196 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:43,573 : INFO : EPOCH 18 - PROGRESS: at 94.33% examples, 704278 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:44,583 : INFO : EPOCH 18 - PROGRESS: at 94.69% examples, 704408 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:45,588 : INFO : EPOCH 18 - PROGRESS: at 95.03% examples, 704555 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:46,604 : INFO : EPOCH 18 - PROGRESS: at 95.36% examples, 704677 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:47,613 : INFO : EPOCH 18 - PROGRESS: at 95.74% examples, 704818 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:48,614 : INFO : EPOCH 18 - PROGRESS: at 96.10% examples, 704925 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:49,620 : INFO : EPOCH 18 - PROGRESS: at 96.47% examples, 705044 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:50,633 : INFO : EPOCH 18 - PROGRESS: at 96.84% examples, 705176 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:51,635 : INFO : EPOCH 18 - PROGRESS: at 97.19% examples, 705311 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:52,646 : INFO : EPOCH 18 - PROGRESS: at 97.57% examples, 705415 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:53,662 : INFO : EPOCH 18 - PROGRESS: at 97.92% examples, 705569 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:53:54,680 : INFO : EPOCH 18 - PROGRESS: at 98.29% examples, 705683 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:55,686 : INFO : EPOCH 18 - PROGRESS: at 98.64% examples, 705813 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:56,708 : INFO : EPOCH 18 - PROGRESS: at 98.99% examples, 705927 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:57,713 : INFO : EPOCH 18 - PROGRESS: at 99.35% examples, 706069 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:58,714 : INFO : EPOCH 18 - PROGRESS: at 99.66% examples, 705995 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:53:59,714 : INFO : EPOCH 18 - PROGRESS: at 99.97% examples, 705893 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:53:59,771 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 21:53:59,776 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 21:53:59,782 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 21:53:59,784 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 21:53:59,784 : INFO : EPOCH - 18 : training on 267492176 raw words (207747477 effective words) took 294.3s, 705925 effective words/s
2020-07-23 21:54:00,802 : INFO : EPOCH 19 - PROGRESS: at 0.31% examples, 651774 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:01,819 : INFO : EPOCH 19 - PROGRESS: at 0.62% examples, 661012 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:02,821 : INFO : EPOCH 19 - PROGRESS: at 0.93% examples, 664690 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:03,824 : INFO : EPOCH 19 - PROGRESS: at 1.27% examples, 666546 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:04,826 : INFO : EPOCH 19 - PROGRESS: at 1.59% examples, 666068 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:05,829 : INFO : EPOCH 19 - PROGRESS: at 1.90% examples, 665994 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:06,831 : INFO : EPOCH 19 - PROGRESS: at 2.21% examples, 667568 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:54:07,833 : INFO : EPOCH 19 - PROGRESS: at 2.54% examples, 667038 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:08,835 : INFO : EPOCH 19 - PROGRESS: at 2.85% examples, 667256 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:09,848 : INFO : EPOCH 19 - PROGRESS: at 3.17% examples, 667996 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:10,858 : INFO : EPOCH 19 - PROGRESS: at 3.51% examples, 668499 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:54:11,859 : INFO : EPOCH 19 - PROGRESS: at 3.82% examples, 668627 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:54:12,889 : INFO : EPOCH 19 - PROGRESS: at 4.15% examples, 668511 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:13,899 : INFO : EPOCH 19 - PROGRESS: at 4.47% examples, 669102 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:14,917 : INFO : EPOCH 19 - PROGRESS: at 4.81% examples, 669485 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:15,936 : INFO : EPOCH 19 - PROGRESS: at 5.13% examples, 669427 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:16,936 : INFO : EPOCH 19 - PROGRESS: at 5.48% examples, 668828 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:54:17,939 : INFO : EPOCH 19 - PROGRESS: at 5.82% examples, 669212 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:18,947 : INFO : EPOCH 19 - PROGRESS: at 6.14% examples, 667976 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:19,949 : INFO : EPOCH 19 - PROGRESS: at 6.42% examples, 666725 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:20,955 : INFO : EPOCH 19 - PROGRESS: at 6.71% examples, 662553 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:21,958 : INFO : EPOCH 19 - PROGRESS: at 7.03% examples, 663342 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:22,964 : INFO : EPOCH 19 - PROGRESS: at 7.41% examples, 666482 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:23,973 : INFO : EPOCH 19 - PROGRESS: at 7.75% examples, 669301 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:24,976 : INFO : EPOCH 19 - PROGRESS: at 8.10% examples, 671960 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:25,982 : INFO : EPOCH 19 - PROGRESS: at 8.45% examples, 674571 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:26,982 : INFO : EPOCH 19 - PROGRESS: at 8.82% examples, 677259 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:27,982 : INFO : EPOCH 19 - PROGRESS: at 9.17% examples, 679392 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:28,988 : INFO : EPOCH 19 - PROGRESS: at 9.52% examples, 681412 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:29,990 : INFO : EPOCH 19 - PROGRESS: at 9.90% examples, 683359 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:30,991 : INFO : EPOCH 19 - PROGRESS: at 10.28% examples, 685153 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:32,012 : INFO : EPOCH 19 - PROGRESS: at 10.65% examples, 686537 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:33,037 : INFO : EPOCH 19 - PROGRESS: at 11.02% examples, 688016 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:34,042 : INFO : EPOCH 19 - PROGRESS: at 11.38% examples, 689812 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:35,056 : INFO : EPOCH 19 - PROGRESS: at 11.74% examples, 691111 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:36,063 : INFO : EPOCH 19 - PROGRESS: at 12.12% examples, 692516 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:37,065 : INFO : EPOCH 19 - PROGRESS: at 12.48% examples, 693787 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:38,066 : INFO : EPOCH 19 - PROGRESS: at 12.86% examples, 695270 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:39,074 : INFO : EPOCH 19 - PROGRESS: at 13.21% examples, 696330 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:40,078 : INFO : EPOCH 19 - PROGRESS: at 13.56% examples, 697732 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:41,079 : INFO : EPOCH 19 - PROGRESS: at 13.93% examples, 698839 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:42,082 : INFO : EPOCH 19 - PROGRESS: at 14.28% examples, 699552 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:43,089 : INFO : EPOCH 19 - PROGRESS: at 14.65% examples, 700661 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:44,093 : INFO : EPOCH 19 - PROGRESS: at 15.03% examples, 701559 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:45,095 : INFO : EPOCH 19 - PROGRESS: at 15.34% examples, 702199 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:46,115 : INFO : EPOCH 19 - PROGRESS: at 15.69% examples, 703195 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:47,121 : INFO : EPOCH 19 - PROGRESS: at 16.05% examples, 704119 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:48,128 : INFO : EPOCH 19 - PROGRESS: at 16.41% examples, 704799 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:49,132 : INFO : EPOCH 19 - PROGRESS: at 16.75% examples, 705422 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:50,146 : INFO : EPOCH 19 - PROGRESS: at 17.11% examples, 706107 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:51,164 : INFO : EPOCH 19 - PROGRESS: at 17.45% examples, 706731 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:52,165 : INFO : EPOCH 19 - PROGRESS: at 17.81% examples, 707467 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:53,168 : INFO : EPOCH 19 - PROGRESS: at 18.17% examples, 707951 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:54,175 : INFO : EPOCH 19 - PROGRESS: at 18.53% examples, 708643 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:55,191 : INFO : EPOCH 19 - PROGRESS: at 18.86% examples, 709244 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:56,198 : INFO : EPOCH 19 - PROGRESS: at 19.20% examples, 709837 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:57,206 : INFO : EPOCH 19 - PROGRESS: at 19.54% examples, 710600 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:58,218 : INFO : EPOCH 19 - PROGRESS: at 19.93% examples, 710947 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:54:59,223 : INFO : EPOCH 19 - PROGRESS: at 20.31% examples, 711496 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:00,236 : INFO : EPOCH 19 - PROGRESS: at 20.65% examples, 711718 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:01,246 : INFO : EPOCH 19 - PROGRESS: at 20.97% examples, 712241 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:02,249 : INFO : EPOCH 19 - PROGRESS: at 21.33% examples, 712669 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:03,273 : INFO : EPOCH 19 - PROGRESS: at 21.70% examples, 713035 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:04,283 : INFO : EPOCH 19 - PROGRESS: at 22.06% examples, 713625 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:55:05,292 : INFO : EPOCH 19 - PROGRESS: at 22.40% examples, 714070 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:06,296 : INFO : EPOCH 19 - PROGRESS: at 22.77% examples, 714454 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:07,310 : INFO : EPOCH 19 - PROGRESS: at 23.12% examples, 714760 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:55:08,313 : INFO : EPOCH 19 - PROGRESS: at 23.48% examples, 715134 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:09,318 : INFO : EPOCH 19 - PROGRESS: at 23.84% examples, 715339 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:10,324 : INFO : EPOCH 19 - PROGRESS: at 24.24% examples, 715642 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:55:11,328 : INFO : EPOCH 19 - PROGRESS: at 24.62% examples, 715941 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:12,330 : INFO : EPOCH 19 - PROGRESS: at 24.97% examples, 716282 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:13,341 : INFO : EPOCH 19 - PROGRESS: at 25.32% examples, 716502 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:14,343 : INFO : EPOCH 19 - PROGRESS: at 25.66% examples, 716958 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:15,354 : INFO : EPOCH 19 - PROGRESS: at 26.02% examples, 717304 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:16,356 : INFO : EPOCH 19 - PROGRESS: at 26.39% examples, 717555 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:17,356 : INFO : EPOCH 19 - PROGRESS: at 26.75% examples, 717918 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:18,364 : INFO : EPOCH 19 - PROGRESS: at 27.11% examples, 718284 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:19,385 : INFO : EPOCH 19 - PROGRESS: at 27.47% examples, 718470 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:20,408 : INFO : EPOCH 19 - PROGRESS: at 27.83% examples, 718806 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:21,412 : INFO : EPOCH 19 - PROGRESS: at 28.20% examples, 718982 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:22,414 : INFO : EPOCH 19 - PROGRESS: at 28.55% examples, 719166 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:23,421 : INFO : EPOCH 19 - PROGRESS: at 28.90% examples, 719359 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:24,433 : INFO : EPOCH 19 - PROGRESS: at 29.27% examples, 719583 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:25,444 : INFO : EPOCH 19 - PROGRESS: at 29.60% examples, 719898 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:26,447 : INFO : EPOCH 19 - PROGRESS: at 29.94% examples, 720161 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:27,455 : INFO : EPOCH 19 - PROGRESS: at 30.29% examples, 720458 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:28,470 : INFO : EPOCH 19 - PROGRESS: at 30.65% examples, 720662 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:29,488 : INFO : EPOCH 19 - PROGRESS: at 31.00% examples, 720702 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:30,491 : INFO : EPOCH 19 - PROGRESS: at 31.38% examples, 720954 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:31,493 : INFO : EPOCH 19 - PROGRESS: at 31.75% examples, 721026 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:32,494 : INFO : EPOCH 19 - PROGRESS: at 32.10% examples, 721262 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:33,497 : INFO : EPOCH 19 - PROGRESS: at 32.44% examples, 721399 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:34,498 : INFO : EPOCH 19 - PROGRESS: at 32.82% examples, 721707 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:35,507 : INFO : EPOCH 19 - PROGRESS: at 33.17% examples, 721852 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:36,524 : INFO : EPOCH 19 - PROGRESS: at 33.53% examples, 722051 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:37,530 : INFO : EPOCH 19 - PROGRESS: at 33.90% examples, 722193 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:38,540 : INFO : EPOCH 19 - PROGRESS: at 34.24% examples, 722354 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:39,543 : INFO : EPOCH 19 - PROGRESS: at 34.61% examples, 722608 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:40,557 : INFO : EPOCH 19 - PROGRESS: at 34.96% examples, 722760 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:41,563 : INFO : EPOCH 19 - PROGRESS: at 35.32% examples, 722945 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:42,565 : INFO : EPOCH 19 - PROGRESS: at 35.67% examples, 723165 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:55:43,566 : INFO : EPOCH 19 - PROGRESS: at 36.03% examples, 723238 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:44,574 : INFO : EPOCH 19 - PROGRESS: at 36.38% examples, 723451 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:45,586 : INFO : EPOCH 19 - PROGRESS: at 36.70% examples, 723072 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:46,588 : INFO : EPOCH 19 - PROGRESS: at 37.00% examples, 722649 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:47,602 : INFO : EPOCH 19 - PROGRESS: at 37.34% examples, 722167 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:55:48,605 : INFO : EPOCH 19 - PROGRESS: at 37.67% examples, 721696 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:55:49,622 : INFO : EPOCH 19 - PROGRESS: at 38.01% examples, 721130 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:50,622 : INFO : EPOCH 19 - PROGRESS: at 38.34% examples, 720755 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:55:51,632 : INFO : EPOCH 19 - PROGRESS: at 38.69% examples, 720210 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:52,642 : INFO : EPOCH 19 - PROGRESS: at 39.03% examples, 719713 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:55:53,645 : INFO : EPOCH 19 - PROGRESS: at 39.36% examples, 719245 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:54,650 : INFO : EPOCH 19 - PROGRESS: at 39.66% examples, 718928 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:55,651 : INFO : EPOCH 19 - PROGRESS: at 39.98% examples, 718479 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:56,659 : INFO : EPOCH 19 - PROGRESS: at 40.32% examples, 718064 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:57,660 : INFO : EPOCH 19 - PROGRESS: at 40.62% examples, 717731 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:55:58,684 : INFO : EPOCH 19 - PROGRESS: at 40.96% examples, 717345 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:55:59,687 : INFO : EPOCH 19 - PROGRESS: at 41.29% examples, 716945 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:56:00,698 : INFO : EPOCH 19 - PROGRESS: at 41.59% examples, 716502 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:01,720 : INFO : EPOCH 19 - PROGRESS: at 41.95% examples, 716083 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:02,723 : INFO : EPOCH 19 - PROGRESS: at 42.27% examples, 715744 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:03,728 : INFO : EPOCH 19 - PROGRESS: at 42.59% examples, 715317 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:04,748 : INFO : EPOCH 19 - PROGRESS: at 42.94% examples, 714935 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:56:05,757 : INFO : EPOCH 19 - PROGRESS: at 43.25% examples, 714662 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:56:06,771 : INFO : EPOCH 19 - PROGRESS: at 43.56% examples, 714317 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:07,793 : INFO : EPOCH 19 - PROGRESS: at 43.90% examples, 713979 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:56:08,796 : INFO : EPOCH 19 - PROGRESS: at 44.23% examples, 713642 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:56:09,816 : INFO : EPOCH 19 - PROGRESS: at 44.56% examples, 713256 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:10,818 : INFO : EPOCH 19 - PROGRESS: at 44.86% examples, 712955 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:11,828 : INFO : EPOCH 19 - PROGRESS: at 45.20% examples, 712638 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:12,840 : INFO : EPOCH 19 - PROGRESS: at 45.54% examples, 712325 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:13,843 : INFO : EPOCH 19 - PROGRESS: at 45.86% examples, 712065 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:14,844 : INFO : EPOCH 19 - PROGRESS: at 46.17% examples, 711688 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:15,877 : INFO : EPOCH 19 - PROGRESS: at 46.52% examples, 711397 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:16,885 : INFO : EPOCH 19 - PROGRESS: at 46.84% examples, 711142 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:17,899 : INFO : EPOCH 19 - PROGRESS: at 47.18% examples, 710765 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:18,899 : INFO : EPOCH 19 - PROGRESS: at 47.49% examples, 710612 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:19,903 : INFO : EPOCH 19 - PROGRESS: at 47.81% examples, 710262 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:20,913 : INFO : EPOCH 19 - PROGRESS: at 48.15% examples, 709928 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:21,919 : INFO : EPOCH 19 - PROGRESS: at 48.48% examples, 709678 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:22,919 : INFO : EPOCH 19 - PROGRESS: at 48.79% examples, 709504 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:23,923 : INFO : EPOCH 19 - PROGRESS: at 49.09% examples, 709250 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:24,927 : INFO : EPOCH 19 - PROGRESS: at 49.42% examples, 708978 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:56:25,929 : INFO : EPOCH 19 - PROGRESS: at 49.74% examples, 708764 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:26,931 : INFO : EPOCH 19 - PROGRESS: at 50.05% examples, 708575 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:27,944 : INFO : EPOCH 19 - PROGRESS: at 50.38% examples, 708294 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:28,945 : INFO : EPOCH 19 - PROGRESS: at 50.70% examples, 708160 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:29,946 : INFO : EPOCH 19 - PROGRESS: at 51.00% examples, 707901 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:30,966 : INFO : EPOCH 19 - PROGRESS: at 51.31% examples, 707652 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:31,983 : INFO : EPOCH 19 - PROGRESS: at 51.63% examples, 707416 words/s, in_qsize 8, out_qsize 1
2020-07-23 21:56:32,993 : INFO : EPOCH 19 - PROGRESS: at 51.94% examples, 707221 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:56:33,998 : INFO : EPOCH 19 - PROGRESS: at 52.27% examples, 706980 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:35,017 : INFO : EPOCH 19 - PROGRESS: at 52.63% examples, 706665 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:36,017 : INFO : EPOCH 19 - PROGRESS: at 52.96% examples, 706431 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:37,032 : INFO : EPOCH 19 - PROGRESS: at 53.29% examples, 706189 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:56:38,038 : INFO : EPOCH 19 - PROGRESS: at 53.63% examples, 706058 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:39,058 : INFO : EPOCH 19 - PROGRESS: at 53.97% examples, 705819 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:40,059 : INFO : EPOCH 19 - PROGRESS: at 54.30% examples, 705694 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:41,074 : INFO : EPOCH 19 - PROGRESS: at 54.61% examples, 705366 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:42,077 : INFO : EPOCH 19 - PROGRESS: at 54.93% examples, 705168 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:43,080 : INFO : EPOCH 19 - PROGRESS: at 55.24% examples, 704944 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:56:44,093 : INFO : EPOCH 19 - PROGRESS: at 55.55% examples, 704745 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:45,107 : INFO : EPOCH 19 - PROGRESS: at 55.88% examples, 704537 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:46,114 : INFO : EPOCH 19 - PROGRESS: at 56.22% examples, 704374 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:47,117 : INFO : EPOCH 19 - PROGRESS: at 56.54% examples, 704221 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:48,124 : INFO : EPOCH 19 - PROGRESS: at 56.86% examples, 704008 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:49,127 : INFO : EPOCH 19 - PROGRESS: at 57.21% examples, 703840 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:50,141 : INFO : EPOCH 19 - PROGRESS: at 57.52% examples, 703696 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:51,155 : INFO : EPOCH 19 - PROGRESS: at 57.83% examples, 703486 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:52,163 : INFO : EPOCH 19 - PROGRESS: at 58.15% examples, 703304 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:53,168 : INFO : EPOCH 19 - PROGRESS: at 58.50% examples, 703115 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:56:54,183 : INFO : EPOCH 19 - PROGRESS: at 58.82% examples, 702961 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:55,196 : INFO : EPOCH 19 - PROGRESS: at 59.14% examples, 702792 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:56,202 : INFO : EPOCH 19 - PROGRESS: at 59.47% examples, 702634 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:57,203 : INFO : EPOCH 19 - PROGRESS: at 59.81% examples, 702449 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:56:58,206 : INFO : EPOCH 19 - PROGRESS: at 60.13% examples, 702130 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:56:59,230 : INFO : EPOCH 19 - PROGRESS: at 60.44% examples, 701798 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:00,247 : INFO : EPOCH 19 - PROGRESS: at 60.77% examples, 701434 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:01,264 : INFO : EPOCH 19 - PROGRESS: at 61.07% examples, 700644 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:02,264 : INFO : EPOCH 19 - PROGRESS: at 61.41% examples, 700830 words/s, in_qsize 7, out_qsize 1
2020-07-23 21:57:03,279 : INFO : EPOCH 19 - PROGRESS: at 61.81% examples, 700968 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:04,289 : INFO : EPOCH 19 - PROGRESS: at 62.19% examples, 701126 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:05,294 : INFO : EPOCH 19 - PROGRESS: at 62.55% examples, 701279 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:06,297 : INFO : EPOCH 19 - PROGRESS: at 62.94% examples, 701483 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:07,303 : INFO : EPOCH 19 - PROGRESS: at 63.29% examples, 701666 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:08,304 : INFO : EPOCH 19 - PROGRESS: at 63.64% examples, 701891 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:09,316 : INFO : EPOCH 19 - PROGRESS: at 63.97% examples, 702027 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:10,316 : INFO : EPOCH 19 - PROGRESS: at 64.31% examples, 702288 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:11,330 : INFO : EPOCH 19 - PROGRESS: at 64.66% examples, 702471 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:12,335 : INFO : EPOCH 19 - PROGRESS: at 65.03% examples, 702583 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:13,342 : INFO : EPOCH 19 - PROGRESS: at 65.40% examples, 702772 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:14,343 : INFO : EPOCH 19 - PROGRESS: at 65.75% examples, 702967 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:15,348 : INFO : EPOCH 19 - PROGRESS: at 66.11% examples, 703113 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:16,352 : INFO : EPOCH 19 - PROGRESS: at 66.49% examples, 703295 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:57:17,359 : INFO : EPOCH 19 - PROGRESS: at 66.84% examples, 703570 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:18,362 : INFO : EPOCH 19 - PROGRESS: at 67.20% examples, 703705 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:19,362 : INFO : EPOCH 19 - PROGRESS: at 67.58% examples, 703902 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:20,374 : INFO : EPOCH 19 - PROGRESS: at 67.93% examples, 704103 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:21,382 : INFO : EPOCH 19 - PROGRESS: at 68.32% examples, 704307 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:22,386 : INFO : EPOCH 19 - PROGRESS: at 68.67% examples, 704499 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:23,392 : INFO : EPOCH 19 - PROGRESS: at 69.00% examples, 704639 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:24,399 : INFO : EPOCH 19 - PROGRESS: at 69.36% examples, 704800 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:57:25,408 : INFO : EPOCH 19 - PROGRESS: at 69.74% examples, 704961 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:26,412 : INFO : EPOCH 19 - PROGRESS: at 70.09% examples, 705155 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:27,438 : INFO : EPOCH 19 - PROGRESS: at 70.46% examples, 705313 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:28,442 : INFO : EPOCH 19 - PROGRESS: at 70.84% examples, 705475 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:29,446 : INFO : EPOCH 19 - PROGRESS: at 71.20% examples, 705681 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:30,447 : INFO : EPOCH 19 - PROGRESS: at 71.53% examples, 705841 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:31,455 : INFO : EPOCH 19 - PROGRESS: at 71.90% examples, 705972 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:32,457 : INFO : EPOCH 19 - PROGRESS: at 72.27% examples, 706141 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:33,457 : INFO : EPOCH 19 - PROGRESS: at 72.62% examples, 706329 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:34,465 : INFO : EPOCH 19 - PROGRESS: at 72.99% examples, 706414 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:35,466 : INFO : EPOCH 19 - PROGRESS: at 73.38% examples, 706544 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:36,468 : INFO : EPOCH 19 - PROGRESS: at 73.73% examples, 706702 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:37,478 : INFO : EPOCH 19 - PROGRESS: at 74.09% examples, 706828 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:38,482 : INFO : EPOCH 19 - PROGRESS: at 74.44% examples, 706957 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:57:39,498 : INFO : EPOCH 19 - PROGRESS: at 74.80% examples, 707134 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:40,502 : INFO : EPOCH 19 - PROGRESS: at 75.18% examples, 707304 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:41,505 : INFO : EPOCH 19 - PROGRESS: at 75.54% examples, 707399 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:42,505 : INFO : EPOCH 19 - PROGRESS: at 75.89% examples, 707517 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:43,506 : INFO : EPOCH 19 - PROGRESS: at 76.25% examples, 707685 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:57:44,513 : INFO : EPOCH 19 - PROGRESS: at 76.62% examples, 707777 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:45,524 : INFO : EPOCH 19 - PROGRESS: at 76.98% examples, 707918 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:46,533 : INFO : EPOCH 19 - PROGRESS: at 77.32% examples, 708091 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:47,533 : INFO : EPOCH 19 - PROGRESS: at 77.67% examples, 708273 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:48,533 : INFO : EPOCH 19 - PROGRESS: at 78.04% examples, 708402 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:49,534 : INFO : EPOCH 19 - PROGRESS: at 78.41% examples, 708565 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:50,544 : INFO : EPOCH 19 - PROGRESS: at 78.79% examples, 708675 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:51,559 : INFO : EPOCH 19 - PROGRESS: at 79.18% examples, 708747 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:57:52,560 : INFO : EPOCH 19 - PROGRESS: at 79.55% examples, 708915 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:57:53,575 : INFO : EPOCH 19 - PROGRESS: at 79.90% examples, 708984 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:54,578 : INFO : EPOCH 19 - PROGRESS: at 80.25% examples, 709124 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:55,583 : INFO : EPOCH 19 - PROGRESS: at 80.59% examples, 709236 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:57:56,590 : INFO : EPOCH 19 - PROGRESS: at 80.96% examples, 709334 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:57,596 : INFO : EPOCH 19 - PROGRESS: at 81.31% examples, 709478 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:57:58,603 : INFO : EPOCH 19 - PROGRESS: at 81.67% examples, 709571 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:57:59,604 : INFO : EPOCH 19 - PROGRESS: at 82.03% examples, 709701 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:58:00,609 : INFO : EPOCH 19 - PROGRESS: at 82.40% examples, 709811 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:01,613 : INFO : EPOCH 19 - PROGRESS: at 82.78% examples, 709904 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:02,622 : INFO : EPOCH 19 - PROGRESS: at 83.13% examples, 710050 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:03,625 : INFO : EPOCH 19 - PROGRESS: at 83.47% examples, 710188 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:04,632 : INFO : EPOCH 19 - PROGRESS: at 83.84% examples, 710246 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:05,635 : INFO : EPOCH 19 - PROGRESS: at 84.18% examples, 710394 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:06,640 : INFO : EPOCH 19 - PROGRESS: at 84.54% examples, 710515 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:07,643 : INFO : EPOCH 19 - PROGRESS: at 84.90% examples, 710671 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:08,649 : INFO : EPOCH 19 - PROGRESS: at 85.25% examples, 710787 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:58:09,674 : INFO : EPOCH 19 - PROGRESS: at 85.63% examples, 710879 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:10,692 : INFO : EPOCH 19 - PROGRESS: at 86.02% examples, 710973 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:11,701 : INFO : EPOCH 19 - PROGRESS: at 86.36% examples, 711073 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:12,702 : INFO : EPOCH 19 - PROGRESS: at 86.70% examples, 711223 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:13,703 : INFO : EPOCH 19 - PROGRESS: at 87.04% examples, 711316 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:14,703 : INFO : EPOCH 19 - PROGRESS: at 87.38% examples, 711422 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:15,704 : INFO : EPOCH 19 - PROGRESS: at 87.73% examples, 711486 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:16,718 : INFO : EPOCH 19 - PROGRESS: at 88.09% examples, 711585 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:17,721 : INFO : EPOCH 19 - PROGRESS: at 88.47% examples, 711660 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:18,742 : INFO : EPOCH 19 - PROGRESS: at 88.82% examples, 711767 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:19,756 : INFO : EPOCH 19 - PROGRESS: at 89.18% examples, 711881 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:20,761 : INFO : EPOCH 19 - PROGRESS: at 89.55% examples, 712004 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:58:21,772 : INFO : EPOCH 19 - PROGRESS: at 89.88% examples, 712099 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:22,778 : INFO : EPOCH 19 - PROGRESS: at 90.23% examples, 712218 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:58:23,783 : INFO : EPOCH 19 - PROGRESS: at 90.59% examples, 712343 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:24,807 : INFO : EPOCH 19 - PROGRESS: at 90.96% examples, 712410 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:25,827 : INFO : EPOCH 19 - PROGRESS: at 91.32% examples, 712539 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:26,833 : INFO : EPOCH 19 - PROGRESS: at 91.67% examples, 712666 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:27,839 : INFO : EPOCH 19 - PROGRESS: at 92.01% examples, 712780 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:28,847 : INFO : EPOCH 19 - PROGRESS: at 92.39% examples, 712873 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:29,848 : INFO : EPOCH 19 - PROGRESS: at 92.74% examples, 712964 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:30,862 : INFO : EPOCH 19 - PROGRESS: at 93.08% examples, 713081 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:31,865 : INFO : EPOCH 19 - PROGRESS: at 93.44% examples, 713179 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:32,868 : INFO : EPOCH 19 - PROGRESS: at 93.79% examples, 713296 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:33,870 : INFO : EPOCH 19 - PROGRESS: at 94.18% examples, 713363 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:58:34,877 : INFO : EPOCH 19 - PROGRESS: at 94.54% examples, 713449 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:35,904 : INFO : EPOCH 19 - PROGRESS: at 94.89% examples, 713510 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:36,912 : INFO : EPOCH 19 - PROGRESS: at 95.22% examples, 713650 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:37,935 : INFO : EPOCH 19 - PROGRESS: at 95.59% examples, 713721 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:38,951 : INFO : EPOCH 19 - PROGRESS: at 95.95% examples, 713819 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:39,951 : INFO : EPOCH 19 - PROGRESS: at 96.31% examples, 713924 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:40,961 : INFO : EPOCH 19 - PROGRESS: at 96.69% examples, 713968 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:41,975 : INFO : EPOCH 19 - PROGRESS: at 97.04% examples, 714095 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:42,984 : INFO : EPOCH 19 - PROGRESS: at 97.40% examples, 714166 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:58:43,990 : INFO : EPOCH 19 - PROGRESS: at 97.78% examples, 714217 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:45,003 : INFO : EPOCH 19 - PROGRESS: at 98.15% examples, 714335 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:46,009 : INFO : EPOCH 19 - PROGRESS: at 98.47% examples, 714419 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:47,015 : INFO : EPOCH 19 - PROGRESS: at 98.83% examples, 714505 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:48,026 : INFO : EPOCH 19 - PROGRESS: at 99.19% examples, 714628 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:49,035 : INFO : EPOCH 19 - PROGRESS: at 99.54% examples, 714761 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:50,037 : INFO : EPOCH 19 - PROGRESS: at 99.88% examples, 714853 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:50,348 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 21:58:50,360 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 21:58:50,361 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 21:58:50,371 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 21:58:50,372 : INFO : EPOCH - 19 : training on 267492176 raw words (207740694 effective words) took 290.6s, 714908 effective words/s
2020-07-23 21:58:51,392 : INFO : EPOCH 20 - PROGRESS: at 0.34% examples, 720399 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:52,398 : INFO : EPOCH 20 - PROGRESS: at 0.67% examples, 730411 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:53,406 : INFO : EPOCH 20 - PROGRESS: at 1.04% examples, 732097 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:54,418 : INFO : EPOCH 20 - PROGRESS: at 1.39% examples, 733152 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:55,429 : INFO : EPOCH 20 - PROGRESS: at 1.75% examples, 733896 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:56,431 : INFO : EPOCH 20 - PROGRESS: at 2.09% examples, 735209 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:57,442 : INFO : EPOCH 20 - PROGRESS: at 2.45% examples, 736738 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:58,446 : INFO : EPOCH 20 - PROGRESS: at 2.81% examples, 735093 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:58:59,448 : INFO : EPOCH 20 - PROGRESS: at 3.15% examples, 734937 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:00,464 : INFO : EPOCH 20 - PROGRESS: at 3.52% examples, 735080 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:01,479 : INFO : EPOCH 20 - PROGRESS: at 3.86% examples, 735098 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:59:02,491 : INFO : EPOCH 20 - PROGRESS: at 4.23% examples, 735325 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:03,497 : INFO : EPOCH 20 - PROGRESS: at 4.57% examples, 736091 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:04,505 : INFO : EPOCH 20 - PROGRESS: at 4.93% examples, 735948 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:05,508 : INFO : EPOCH 20 - PROGRESS: at 5.30% examples, 735173 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:59:06,511 : INFO : EPOCH 20 - PROGRESS: at 5.68% examples, 735245 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:07,515 : INFO : EPOCH 20 - PROGRESS: at 6.05% examples, 735209 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:08,517 : INFO : EPOCH 20 - PROGRESS: at 6.37% examples, 735953 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:59:09,518 : INFO : EPOCH 20 - PROGRESS: at 6.74% examples, 735400 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:10,524 : INFO : EPOCH 20 - PROGRESS: at 7.10% examples, 735853 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:11,531 : INFO : EPOCH 20 - PROGRESS: at 7.46% examples, 735849 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:12,532 : INFO : EPOCH 20 - PROGRESS: at 7.81% examples, 736522 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:13,552 : INFO : EPOCH 20 - PROGRESS: at 8.17% examples, 735953 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:14,553 : INFO : EPOCH 20 - PROGRESS: at 8.52% examples, 736619 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:15,557 : INFO : EPOCH 20 - PROGRESS: at 8.88% examples, 736846 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:16,561 : INFO : EPOCH 20 - PROGRESS: at 9.22% examples, 736848 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:17,564 : INFO : EPOCH 20 - PROGRESS: at 9.58% examples, 736849 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:18,564 : INFO : EPOCH 20 - PROGRESS: at 9.98% examples, 736989 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:59:19,565 : INFO : EPOCH 20 - PROGRESS: at 10.36% examples, 736782 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:20,569 : INFO : EPOCH 20 - PROGRESS: at 10.71% examples, 737029 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:21,587 : INFO : EPOCH 20 - PROGRESS: at 11.07% examples, 736885 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:22,605 : INFO : EPOCH 20 - PROGRESS: at 11.44% examples, 736953 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:23,610 : INFO : EPOCH 20 - PROGRESS: at 11.82% examples, 737115 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:24,614 : INFO : EPOCH 20 - PROGRESS: at 12.18% examples, 737426 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:25,615 : INFO : EPOCH 20 - PROGRESS: at 12.54% examples, 737394 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:26,624 : INFO : EPOCH 20 - PROGRESS: at 12.91% examples, 737247 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:27,624 : INFO : EPOCH 20 - PROGRESS: at 13.27% examples, 737500 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:28,631 : INFO : EPOCH 20 - PROGRESS: at 13.61% examples, 737694 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:29,644 : INFO : EPOCH 20 - PROGRESS: at 13.98% examples, 737509 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:30,656 : INFO : EPOCH 20 - PROGRESS: at 14.33% examples, 737577 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:31,659 : INFO : EPOCH 20 - PROGRESS: at 14.70% examples, 737602 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:32,660 : INFO : EPOCH 20 - PROGRESS: at 15.07% examples, 737446 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:33,660 : INFO : EPOCH 20 - PROGRESS: at 15.39% examples, 737547 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:34,670 : INFO : EPOCH 20 - PROGRESS: at 15.73% examples, 737419 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:35,684 : INFO : EPOCH 20 - PROGRESS: at 16.09% examples, 737544 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:36,699 : INFO : EPOCH 20 - PROGRESS: at 16.45% examples, 737337 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:37,708 : INFO : EPOCH 20 - PROGRESS: at 16.79% examples, 737566 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:38,711 : INFO : EPOCH 20 - PROGRESS: at 17.14% examples, 737107 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:39,712 : INFO : EPOCH 20 - PROGRESS: at 17.46% examples, 736446 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:40,736 : INFO : EPOCH 20 - PROGRESS: at 17.80% examples, 735105 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:59:41,752 : INFO : EPOCH 20 - PROGRESS: at 18.12% examples, 733628 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:42,757 : INFO : EPOCH 20 - PROGRESS: at 18.49% examples, 733672 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:43,765 : INFO : EPOCH 20 - PROGRESS: at 18.81% examples, 733744 words/s, in_qsize 6, out_qsize 1
2020-07-23 21:59:44,767 : INFO : EPOCH 20 - PROGRESS: at 19.15% examples, 733967 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:45,781 : INFO : EPOCH 20 - PROGRESS: at 19.48% examples, 734121 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:46,788 : INFO : EPOCH 20 - PROGRESS: at 19.86% examples, 734167 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:47,800 : INFO : EPOCH 20 - PROGRESS: at 20.25% examples, 734063 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:48,817 : INFO : EPOCH 20 - PROGRESS: at 20.60% examples, 734360 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:49,819 : INFO : EPOCH 20 - PROGRESS: at 20.92% examples, 734564 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:50,827 : INFO : EPOCH 20 - PROGRESS: at 21.28% examples, 734610 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:51,840 : INFO : EPOCH 20 - PROGRESS: at 21.63% examples, 734602 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:52,842 : INFO : EPOCH 20 - PROGRESS: at 22.00% examples, 734760 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:53,844 : INFO : EPOCH 20 - PROGRESS: at 22.35% examples, 734947 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:54,848 : INFO : EPOCH 20 - PROGRESS: at 22.70% examples, 735069 words/s, in_qsize 8, out_qsize 0
2020-07-23 21:59:55,850 : INFO : EPOCH 20 - PROGRESS: at 23.05% examples, 735190 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:56,863 : INFO : EPOCH 20 - PROGRESS: at 23.42% examples, 735183 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:57,881 : INFO : EPOCH 20 - PROGRESS: at 23.79% examples, 735170 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:58,891 : INFO : EPOCH 20 - PROGRESS: at 24.19% examples, 735205 words/s, in_qsize 7, out_qsize 0
2020-07-23 21:59:59,901 : INFO : EPOCH 20 - PROGRESS: at 24.56% examples, 735209 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:00:00,909 : INFO : EPOCH 20 - PROGRESS: at 24.93% examples, 735146 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:01,914 : INFO : EPOCH 20 - PROGRESS: at 25.28% examples, 735196 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:02,920 : INFO : EPOCH 20 - PROGRESS: at 25.61% examples, 735316 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:03,924 : INFO : EPOCH 20 - PROGRESS: at 25.97% examples, 735468 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:04,926 : INFO : EPOCH 20 - PROGRESS: at 26.34% examples, 735515 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:05,937 : INFO : EPOCH 20 - PROGRESS: at 26.70% examples, 735516 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:06,944 : INFO : EPOCH 20 - PROGRESS: at 27.06% examples, 735651 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:07,948 : INFO : EPOCH 20 - PROGRESS: at 27.41% examples, 735661 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:08,957 : INFO : EPOCH 20 - PROGRESS: at 27.76% examples, 735713 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:09,958 : INFO : EPOCH 20 - PROGRESS: at 28.13% examples, 735752 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:10,978 : INFO : EPOCH 20 - PROGRESS: at 28.51% examples, 735644 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:11,985 : INFO : EPOCH 20 - PROGRESS: at 28.85% examples, 735894 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:00:12,987 : INFO : EPOCH 20 - PROGRESS: at 29.21% examples, 735919 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:14,000 : INFO : EPOCH 20 - PROGRESS: at 29.55% examples, 735991 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:15,002 : INFO : EPOCH 20 - PROGRESS: at 29.89% examples, 736086 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:16,003 : INFO : EPOCH 20 - PROGRESS: at 30.23% examples, 736182 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:17,025 : INFO : EPOCH 20 - PROGRESS: at 30.59% examples, 736129 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:18,028 : INFO : EPOCH 20 - PROGRESS: at 30.95% examples, 736153 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:19,034 : INFO : EPOCH 20 - PROGRESS: at 31.32% examples, 736214 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:20,040 : INFO : EPOCH 20 - PROGRESS: at 31.70% examples, 736293 words/s, in_qsize 7, out_qsize 1
2020-07-23 22:00:21,051 : INFO : EPOCH 20 - PROGRESS: at 32.05% examples, 736309 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:22,052 : INFO : EPOCH 20 - PROGRESS: at 32.40% examples, 736354 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:23,071 : INFO : EPOCH 20 - PROGRESS: at 32.77% examples, 736400 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:24,075 : INFO : EPOCH 20 - PROGRESS: at 33.11% examples, 736106 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:25,081 : INFO : EPOCH 20 - PROGRESS: at 33.46% examples, 736144 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:26,091 : INFO : EPOCH 20 - PROGRESS: at 33.83% examples, 736171 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:27,106 : INFO : EPOCH 20 - PROGRESS: at 34.19% examples, 736116 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:28,107 : INFO : EPOCH 20 - PROGRESS: at 34.55% examples, 736100 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:29,119 : INFO : EPOCH 20 - PROGRESS: at 34.89% examples, 736190 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:30,119 : INFO : EPOCH 20 - PROGRESS: at 35.24% examples, 736274 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:00:31,123 : INFO : EPOCH 20 - PROGRESS: at 35.59% examples, 736322 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:32,125 : INFO : EPOCH 20 - PROGRESS: at 35.96% examples, 736325 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:33,136 : INFO : EPOCH 20 - PROGRESS: at 36.32% examples, 736343 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:34,140 : INFO : EPOCH 20 - PROGRESS: at 36.65% examples, 736299 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:35,142 : INFO : EPOCH 20 - PROGRESS: at 36.99% examples, 736343 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:36,155 : INFO : EPOCH 20 - PROGRESS: at 37.35% examples, 736370 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:37,177 : INFO : EPOCH 20 - PROGRESS: at 37.73% examples, 736422 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:38,190 : INFO : EPOCH 20 - PROGRESS: at 38.10% examples, 736405 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:39,197 : INFO : EPOCH 20 - PROGRESS: at 38.46% examples, 736494 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:40,198 : INFO : EPOCH 20 - PROGRESS: at 38.85% examples, 736448 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:41,205 : INFO : EPOCH 20 - PROGRESS: at 39.23% examples, 736412 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:42,208 : INFO : EPOCH 20 - PROGRESS: at 39.56% examples, 736527 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:43,222 : INFO : EPOCH 20 - PROGRESS: at 39.92% examples, 736559 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:44,232 : INFO : EPOCH 20 - PROGRESS: at 40.28% examples, 736591 words/s, in_qsize 7, out_qsize 1
2020-07-23 22:00:45,235 : INFO : EPOCH 20 - PROGRESS: at 40.63% examples, 736758 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:46,236 : INFO : EPOCH 20 - PROGRESS: at 40.99% examples, 736745 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:47,248 : INFO : EPOCH 20 - PROGRESS: at 41.35% examples, 736736 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:48,255 : INFO : EPOCH 20 - PROGRESS: at 41.70% examples, 736775 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:49,258 : INFO : EPOCH 20 - PROGRESS: at 42.09% examples, 736790 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:50,261 : INFO : EPOCH 20 - PROGRESS: at 42.45% examples, 736886 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:51,282 : INFO : EPOCH 20 - PROGRESS: at 42.81% examples, 736856 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:00:52,284 : INFO : EPOCH 20 - PROGRESS: at 43.16% examples, 736957 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:53,300 : INFO : EPOCH 20 - PROGRESS: at 43.51% examples, 736984 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:54,315 : INFO : EPOCH 20 - PROGRESS: at 43.88% examples, 737081 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:55,317 : INFO : EPOCH 20 - PROGRESS: at 44.24% examples, 737090 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:56,336 : INFO : EPOCH 20 - PROGRESS: at 44.60% examples, 737016 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:57,337 : INFO : EPOCH 20 - PROGRESS: at 44.94% examples, 737090 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:58,341 : INFO : EPOCH 20 - PROGRESS: at 45.32% examples, 737112 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:00:59,344 : INFO : EPOCH 20 - PROGRESS: at 45.69% examples, 737110 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:00,348 : INFO : EPOCH 20 - PROGRESS: at 46.03% examples, 737155 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:01,353 : INFO : EPOCH 20 - PROGRESS: at 46.38% examples, 737151 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:02,359 : INFO : EPOCH 20 - PROGRESS: at 46.75% examples, 737133 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:03,361 : INFO : EPOCH 20 - PROGRESS: at 47.11% examples, 737087 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:04,375 : INFO : EPOCH 20 - PROGRESS: at 47.46% examples, 737094 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:05,383 : INFO : EPOCH 20 - PROGRESS: at 47.80% examples, 737102 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:06,390 : INFO : EPOCH 20 - PROGRESS: at 48.19% examples, 737077 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:07,399 : INFO : EPOCH 20 - PROGRESS: at 48.54% examples, 737185 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:01:08,417 : INFO : EPOCH 20 - PROGRESS: at 48.89% examples, 737196 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:09,417 : INFO : EPOCH 20 - PROGRESS: at 49.22% examples, 737207 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:01:10,427 : INFO : EPOCH 20 - PROGRESS: at 49.58% examples, 737260 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:11,435 : INFO : EPOCH 20 - PROGRESS: at 49.94% examples, 737318 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:12,444 : INFO : EPOCH 20 - PROGRESS: at 50.30% examples, 737308 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:13,448 : INFO : EPOCH 20 - PROGRESS: at 50.63% examples, 737320 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:14,458 : INFO : EPOCH 20 - PROGRESS: at 50.98% examples, 737388 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:15,460 : INFO : EPOCH 20 - PROGRESS: at 51.31% examples, 737447 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:16,465 : INFO : EPOCH 20 - PROGRESS: at 51.66% examples, 737468 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:17,469 : INFO : EPOCH 20 - PROGRESS: at 52.00% examples, 737576 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:18,476 : INFO : EPOCH 20 - PROGRESS: at 52.38% examples, 737522 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:19,485 : INFO : EPOCH 20 - PROGRESS: at 52.77% examples, 737455 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:20,499 : INFO : EPOCH 20 - PROGRESS: at 53.12% examples, 737477 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:21,505 : INFO : EPOCH 20 - PROGRESS: at 53.49% examples, 737472 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:01:22,511 : INFO : EPOCH 20 - PROGRESS: at 53.85% examples, 737439 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:23,511 : INFO : EPOCH 20 - PROGRESS: at 54.21% examples, 737486 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:24,528 : INFO : EPOCH 20 - PROGRESS: at 54.57% examples, 737437 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:25,546 : INFO : EPOCH 20 - PROGRESS: at 54.94% examples, 737496 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:26,547 : INFO : EPOCH 20 - PROGRESS: at 55.27% examples, 737575 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:27,561 : INFO : EPOCH 20 - PROGRESS: at 55.62% examples, 737595 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:28,570 : INFO : EPOCH 20 - PROGRESS: at 55.99% examples, 737622 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:29,575 : INFO : EPOCH 20 - PROGRESS: at 56.36% examples, 737718 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:30,577 : INFO : EPOCH 20 - PROGRESS: at 56.70% examples, 737702 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:31,580 : INFO : EPOCH 20 - PROGRESS: at 57.08% examples, 737654 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:01:32,580 : INFO : EPOCH 20 - PROGRESS: at 57.43% examples, 737788 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:33,583 : INFO : EPOCH 20 - PROGRESS: at 57.77% examples, 737821 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:34,595 : INFO : EPOCH 20 - PROGRESS: at 58.11% examples, 737732 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:35,602 : INFO : EPOCH 20 - PROGRESS: at 58.49% examples, 737723 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:36,612 : INFO : EPOCH 20 - PROGRESS: at 58.84% examples, 737782 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:37,616 : INFO : EPOCH 20 - PROGRESS: at 59.20% examples, 737811 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:38,630 : INFO : EPOCH 20 - PROGRESS: at 59.58% examples, 737839 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:39,637 : INFO : EPOCH 20 - PROGRESS: at 59.93% examples, 737874 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:40,640 : INFO : EPOCH 20 - PROGRESS: at 60.28% examples, 737836 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:41,660 : INFO : EPOCH 20 - PROGRESS: at 60.68% examples, 737799 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:42,664 : INFO : EPOCH 20 - PROGRESS: at 61.06% examples, 737803 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:43,672 : INFO : EPOCH 20 - PROGRESS: at 61.40% examples, 737819 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:44,673 : INFO : EPOCH 20 - PROGRESS: at 61.80% examples, 737830 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:45,682 : INFO : EPOCH 20 - PROGRESS: at 62.17% examples, 737776 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:46,692 : INFO : EPOCH 20 - PROGRESS: at 62.55% examples, 737791 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:47,694 : INFO : EPOCH 20 - PROGRESS: at 62.93% examples, 737751 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:48,696 : INFO : EPOCH 20 - PROGRESS: at 63.28% examples, 737772 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:49,702 : INFO : EPOCH 20 - PROGRESS: at 63.63% examples, 737738 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:50,713 : INFO : EPOCH 20 - PROGRESS: at 63.96% examples, 737735 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:51,721 : INFO : EPOCH 20 - PROGRESS: at 64.30% examples, 737775 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:52,724 : INFO : EPOCH 20 - PROGRESS: at 64.65% examples, 737797 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:53,747 : INFO : EPOCH 20 - PROGRESS: at 65.03% examples, 737752 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:54,751 : INFO : EPOCH 20 - PROGRESS: at 65.40% examples, 737770 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:55,760 : INFO : EPOCH 20 - PROGRESS: at 65.75% examples, 737752 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:56,762 : INFO : EPOCH 20 - PROGRESS: at 66.11% examples, 737767 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:57,772 : INFO : EPOCH 20 - PROGRESS: at 66.49% examples, 737746 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:58,774 : INFO : EPOCH 20 - PROGRESS: at 66.84% examples, 737833 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:01:59,781 : INFO : EPOCH 20 - PROGRESS: at 67.20% examples, 737782 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:00,796 : INFO : EPOCH 20 - PROGRESS: at 67.58% examples, 737794 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:01,801 : INFO : EPOCH 20 - PROGRESS: at 67.93% examples, 737817 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:02:02,809 : INFO : EPOCH 20 - PROGRESS: at 68.31% examples, 737813 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:03,813 : INFO : EPOCH 20 - PROGRESS: at 68.66% examples, 737787 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:04,818 : INFO : EPOCH 20 - PROGRESS: at 69.00% examples, 737832 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:05,824 : INFO : EPOCH 20 - PROGRESS: at 69.36% examples, 737822 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:06,824 : INFO : EPOCH 20 - PROGRESS: at 69.73% examples, 737810 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:07,836 : INFO : EPOCH 20 - PROGRESS: at 70.09% examples, 737817 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:08,850 : INFO : EPOCH 20 - PROGRESS: at 70.44% examples, 737781 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:02:09,851 : INFO : EPOCH 20 - PROGRESS: at 70.83% examples, 737838 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:10,863 : INFO : EPOCH 20 - PROGRESS: at 71.19% examples, 737857 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:11,874 : INFO : EPOCH 20 - PROGRESS: at 71.52% examples, 737865 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:12,896 : INFO : EPOCH 20 - PROGRESS: at 71.89% examples, 737834 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:13,900 : INFO : EPOCH 20 - PROGRESS: at 72.27% examples, 737879 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:14,900 : INFO : EPOCH 20 - PROGRESS: at 72.61% examples, 737886 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:15,908 : INFO : EPOCH 20 - PROGRESS: at 72.99% examples, 737855 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:16,913 : INFO : EPOCH 20 - PROGRESS: at 73.38% examples, 737821 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:17,917 : INFO : EPOCH 20 - PROGRESS: at 73.73% examples, 737849 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:18,925 : INFO : EPOCH 20 - PROGRESS: at 74.07% examples, 737667 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:19,929 : INFO : EPOCH 20 - PROGRESS: at 74.41% examples, 737482 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:20,931 : INFO : EPOCH 20 - PROGRESS: at 74.73% examples, 737014 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:21,932 : INFO : EPOCH 20 - PROGRESS: at 75.07% examples, 736810 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:22,940 : INFO : EPOCH 20 - PROGRESS: at 75.42% examples, 736821 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:23,945 : INFO : EPOCH 20 - PROGRESS: at 75.79% examples, 736833 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:24,947 : INFO : EPOCH 20 - PROGRESS: at 76.16% examples, 736841 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:25,960 : INFO : EPOCH 20 - PROGRESS: at 76.53% examples, 736826 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:26,971 : INFO : EPOCH 20 - PROGRESS: at 76.88% examples, 736795 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:27,973 : INFO : EPOCH 20 - PROGRESS: at 77.22% examples, 736826 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:28,977 : INFO : EPOCH 20 - PROGRESS: at 77.57% examples, 736831 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:29,989 : INFO : EPOCH 20 - PROGRESS: at 77.91% examples, 736807 words/s, in_qsize 7, out_qsize 1
2020-07-23 22:02:30,995 : INFO : EPOCH 20 - PROGRESS: at 78.30% examples, 736796 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:31,999 : INFO : EPOCH 20 - PROGRESS: at 78.67% examples, 736793 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:33,004 : INFO : EPOCH 20 - PROGRESS: at 79.04% examples, 736788 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:02:34,009 : INFO : EPOCH 20 - PROGRESS: at 79.42% examples, 736799 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:35,022 : INFO : EPOCH 20 - PROGRESS: at 79.79% examples, 736828 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:36,023 : INFO : EPOCH 20 - PROGRESS: at 80.15% examples, 736810 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:37,027 : INFO : EPOCH 20 - PROGRESS: at 80.48% examples, 736817 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:02:38,039 : INFO : EPOCH 20 - PROGRESS: at 80.84% examples, 736782 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:39,042 : INFO : EPOCH 20 - PROGRESS: at 81.19% examples, 736829 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:40,046 : INFO : EPOCH 20 - PROGRESS: at 81.56% examples, 736816 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:41,048 : INFO : EPOCH 20 - PROGRESS: at 81.90% examples, 736891 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:42,059 : INFO : EPOCH 20 - PROGRESS: at 82.29% examples, 736847 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:43,075 : INFO : EPOCH 20 - PROGRESS: at 82.68% examples, 736828 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:44,080 : INFO : EPOCH 20 - PROGRESS: at 83.01% examples, 736804 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:45,100 : INFO : EPOCH 20 - PROGRESS: at 83.36% examples, 736815 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:46,118 : INFO : EPOCH 20 - PROGRESS: at 83.75% examples, 736802 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:47,122 : INFO : EPOCH 20 - PROGRESS: at 84.10% examples, 736824 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:48,125 : INFO : EPOCH 20 - PROGRESS: at 84.44% examples, 736855 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:49,140 : INFO : EPOCH 20 - PROGRESS: at 84.81% examples, 736849 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:50,144 : INFO : EPOCH 20 - PROGRESS: at 85.15% examples, 736884 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:51,146 : INFO : EPOCH 20 - PROGRESS: at 85.51% examples, 736887 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:52,163 : INFO : EPOCH 20 - PROGRESS: at 85.91% examples, 736868 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:53,170 : INFO : EPOCH 20 - PROGRESS: at 86.26% examples, 736892 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:54,172 : INFO : EPOCH 20 - PROGRESS: at 86.59% examples, 736939 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:02:55,173 : INFO : EPOCH 20 - PROGRESS: at 86.94% examples, 736940 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:56,178 : INFO : EPOCH 20 - PROGRESS: at 87.29% examples, 736943 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:57,183 : INFO : EPOCH 20 - PROGRESS: at 87.65% examples, 736887 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:58,190 : INFO : EPOCH 20 - PROGRESS: at 87.98% examples, 736903 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:02:59,190 : INFO : EPOCH 20 - PROGRESS: at 88.36% examples, 736915 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:00,206 : INFO : EPOCH 20 - PROGRESS: at 88.72% examples, 736826 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:01,215 : INFO : EPOCH 20 - PROGRESS: at 89.08% examples, 736846 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:02,231 : INFO : EPOCH 20 - PROGRESS: at 89.44% examples, 736871 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:03,237 : INFO : EPOCH 20 - PROGRESS: at 89.77% examples, 736916 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:04,239 : INFO : EPOCH 20 - PROGRESS: at 90.11% examples, 736963 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:05,245 : INFO : EPOCH 20 - PROGRESS: at 90.47% examples, 736915 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:06,247 : INFO : EPOCH 20 - PROGRESS: at 90.85% examples, 736940 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:07,251 : INFO : EPOCH 20 - PROGRESS: at 91.18% examples, 736974 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:08,263 : INFO : EPOCH 20 - PROGRESS: at 91.54% examples, 736976 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:09,280 : INFO : EPOCH 20 - PROGRESS: at 91.89% examples, 736964 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:10,282 : INFO : EPOCH 20 - PROGRESS: at 92.27% examples, 736984 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:11,295 : INFO : EPOCH 20 - PROGRESS: at 92.62% examples, 736987 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:12,297 : INFO : EPOCH 20 - PROGRESS: at 92.95% examples, 736983 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:13,303 : INFO : EPOCH 20 - PROGRESS: at 93.30% examples, 737012 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:14,304 : INFO : EPOCH 20 - PROGRESS: at 93.67% examples, 737013 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:15,316 : INFO : EPOCH 20 - PROGRESS: at 94.03% examples, 737003 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:16,324 : INFO : EPOCH 20 - PROGRESS: at 94.41% examples, 736971 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:17,325 : INFO : EPOCH 20 - PROGRESS: at 94.77% examples, 736998 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:18,336 : INFO : EPOCH 20 - PROGRESS: at 95.10% examples, 737028 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:19,337 : INFO : EPOCH 20 - PROGRESS: at 95.45% examples, 737082 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:20,338 : INFO : EPOCH 20 - PROGRESS: at 95.82% examples, 737076 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:21,343 : INFO : EPOCH 20 - PROGRESS: at 96.17% examples, 737017 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:22,351 : INFO : EPOCH 20 - PROGRESS: at 96.54% examples, 737009 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:23,363 : INFO : EPOCH 20 - PROGRESS: at 96.89% examples, 737030 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:24,363 : INFO : EPOCH 20 - PROGRESS: at 97.25% examples, 737066 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:25,385 : INFO : EPOCH 20 - PROGRESS: at 97.64% examples, 737036 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:26,394 : INFO : EPOCH 20 - PROGRESS: at 97.99% examples, 737098 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:27,395 : INFO : EPOCH 20 - PROGRESS: at 98.34% examples, 737111 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:28,399 : INFO : EPOCH 20 - PROGRESS: at 98.70% examples, 737096 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:29,399 : INFO : EPOCH 20 - PROGRESS: at 99.04% examples, 737146 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:30,401 : INFO : EPOCH 20 - PROGRESS: at 99.40% examples, 737146 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:31,420 : INFO : EPOCH 20 - PROGRESS: at 99.74% examples, 737208 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:03:32,139 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 22:03:32,142 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 22:03:32,143 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 22:03:32,148 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 22:03:32,149 : INFO : EPOCH - 20 : training on 267492176 raw words (207739181 effective words) took 281.8s, 737256 effective words/s
2020-07-23 22:03:32,149 : INFO : training on a 5349843520 raw words (4154896109 effective words) took 5801.5s, 716180 effective words/s
2020-07-23 22:03:32,150 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[2]-1595541812.150287].model, separately None
2020-07-23 22:03:32,150 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[2]-1595541812.150287].model.trainables.syn1neg.npy
2020-07-23 22:03:32,384 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[2]-1595541812.150287].model.wv.vectors.npy
2020-07-23 22:03:32,616 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[2]-1595541812.150287].model.docvecs.vectors_docs.npy
2020-07-23 22:03:33,556 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[2]-1595541812.150287].model
2020-07-23 22:03:33,558 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[2]-1595541812.150287].model
2020-07-23 22:25:12,699 : INFO : collecting all words and their counts
2020-07-23 22:25:12,706 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-23 22:25:14,151 : INFO : PROGRESS: at example #10000, processed 6731192 words (4662388/s), 33496 word types, 454451 tags
2020-07-23 22:25:15,588 : INFO : PROGRESS: at example #20000, processed 13371152 words (4623227/s), 35806 word types, 454451 tags
2020-07-23 22:25:17,025 : INFO : PROGRESS: at example #30000, processed 19957849 words (4587145/s), 37731 word types, 454451 tags
2020-07-23 22:25:18,425 : INFO : PROGRESS: at example #40000, processed 26328372 words (4552221/s), 39079 word types, 454451 tags
2020-07-23 22:25:19,900 : INFO : PROGRESS: at example #50000, processed 33019984 words (4541163/s), 40417 word types, 454451 tags
2020-07-23 22:25:21,368 : INFO : PROGRESS: at example #60000, processed 39655684 words (4522634/s), 41908 word types, 454451 tags
2020-07-23 22:25:22,816 : INFO : PROGRESS: at example #70000, processed 46178652 words (4507517/s), 43266 word types, 454451 tags
2020-07-23 22:25:24,281 : INFO : PROGRESS: at example #80000, processed 52787100 words (4514236/s), 44689 word types, 454451 tags
2020-07-23 22:25:25,739 : INFO : PROGRESS: at example #90000, processed 59339343 words (4498888/s), 45984 word types, 454451 tags
2020-07-23 22:25:27,218 : INFO : PROGRESS: at example #100000, processed 65970871 words (4484497/s), 47467 word types, 454451 tags
2020-07-23 22:25:28,688 : INFO : PROGRESS: at example #110000, processed 72553037 words (4481962/s), 49030 word types, 454451 tags
2020-07-23 22:25:30,172 : INFO : PROGRESS: at example #120000, processed 79195357 words (4478972/s), 50502 word types, 454451 tags
2020-07-23 22:25:31,614 : INFO : PROGRESS: at example #130000, processed 85649558 words (4479459/s), 51936 word types, 454451 tags
2020-07-23 22:25:33,077 : INFO : PROGRESS: at example #140000, processed 92205681 words (4482107/s), 53302 word types, 454451 tags
2020-07-23 22:25:34,563 : INFO : PROGRESS: at example #150000, processed 98859835 words (4482853/s), 55465 word types, 454451 tags
2020-07-23 22:25:36,112 : INFO : PROGRESS: at example #160000, processed 105789900 words (4476932/s), 56802 word types, 454451 tags
2020-07-23 22:25:37,575 : INFO : PROGRESS: at example #170000, processed 112318872 words (4463754/s), 58723 word types, 454451 tags
2020-07-23 22:25:39,041 : INFO : PROGRESS: at example #180000, processed 118864113 words (4466999/s), 60006 word types, 454451 tags
2020-07-23 22:25:40,576 : INFO : PROGRESS: at example #190000, processed 125720773 words (4470758/s), 61653 word types, 454451 tags
2020-07-23 22:25:42,068 : INFO : PROGRESS: at example #200000, processed 132372993 words (4462988/s), 63329 word types, 454451 tags
2020-07-23 22:25:43,604 : INFO : PROGRESS: at example #210000, processed 139216107 words (4456527/s), 64469 word types, 454451 tags
2020-07-23 22:25:45,128 : INFO : PROGRESS: at example #220000, processed 146015876 words (4463654/s), 65993 word types, 454451 tags
2020-07-23 22:25:46,656 : INFO : PROGRESS: at example #230000, processed 152824593 words (4458869/s), 67713 word types, 454451 tags
2020-07-23 22:25:48,109 : INFO : PROGRESS: at example #240000, processed 159272966 words (4441866/s), 69579 word types, 454451 tags
2020-07-23 22:25:49,606 : INFO : PROGRESS: at example #250000, processed 165961405 words (4472807/s), 70766 word types, 454451 tags
2020-07-23 22:25:51,101 : INFO : PROGRESS: at example #260000, processed 172598140 words (4442484/s), 72718 word types, 454451 tags
2020-07-23 22:25:52,608 : INFO : PROGRESS: at example #270000, processed 179349743 words (4483032/s), 74071 word types, 454451 tags
2020-07-23 22:25:54,017 : INFO : PROGRESS: at example #280000, processed 185630563 words (4459032/s), 75204 word types, 454451 tags
2020-07-23 22:25:55,518 : INFO : PROGRESS: at example #290000, processed 192298231 words (4445789/s), 76518 word types, 454451 tags
2020-07-23 22:25:56,995 : INFO : PROGRESS: at example #300000, processed 198867086 words (4449344/s), 77603 word types, 454451 tags
2020-07-23 22:25:58,510 : INFO : PROGRESS: at example #310000, processed 205619344 words (4461863/s), 78814 word types, 454451 tags
2020-07-23 22:26:00,017 : INFO : PROGRESS: at example #320000, processed 212324966 words (4452085/s), 80532 word types, 454451 tags
2020-07-23 22:26:01,502 : INFO : PROGRESS: at example #330000, processed 218945654 words (4461714/s), 83649 word types, 454451 tags
2020-07-23 22:26:02,992 : INFO : PROGRESS: at example #340000, processed 225585825 words (4457576/s), 84405 word types, 454451 tags
2020-07-23 22:26:04,527 : INFO : PROGRESS: at example #350000, processed 232450221 words (4476422/s), 85472 word types, 454451 tags
2020-07-23 22:26:06,007 : INFO : PROGRESS: at example #360000, processed 239033564 words (4451035/s), 86577 word types, 454451 tags
2020-07-23 22:26:07,483 : INFO : PROGRESS: at example #370000, processed 245564769 words (4428245/s), 87619 word types, 454451 tags
2020-07-23 22:26:08,978 : INFO : PROGRESS: at example #380000, processed 252123433 words (4388679/s), 89103 word types, 454451 tags
2020-07-23 22:26:10,478 : INFO : PROGRESS: at example #390000, processed 258728413 words (4406984/s), 89997 word types, 454451 tags
2020-07-23 22:26:12,033 : INFO : collected 91085 word types and 454451 unique tags from a corpus of 400000 examples and 265595784 words
2020-07-23 22:26:12,034 : INFO : Updating model with new vocabulary
2020-07-23 22:26:17,086 : INFO : New added 91085 unique words (50% of original 182170) and increased the count of 91085 pre-existing words (50% of original 182170)
2020-07-23 22:26:17,651 : INFO : deleting the raw counts dictionary of 91085 items
2020-07-23 22:26:17,656 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-23 22:26:17,656 : INFO : downsampling leaves estimated 420129775 word corpus (158.2% of prior 265595784)
2020-07-23 22:26:18,105 : INFO : estimated required memory for 182170 words and 500 dimensions: 1728667000 bytes
2020-07-23 22:26:18,106 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-23 22:26:27,333 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-23 22:26:27,334 : INFO : training model with 4 workers on 264937 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-23 22:26:28,346 : INFO : EPOCH 1 - PROGRESS: at 0.36% examples, 703338 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:29,347 : INFO : EPOCH 1 - PROGRESS: at 0.72% examples, 716650 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:26:30,349 : INFO : EPOCH 1 - PROGRESS: at 1.08% examples, 724010 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:31,350 : INFO : EPOCH 1 - PROGRESS: at 1.43% examples, 726039 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:26:32,360 : INFO : EPOCH 1 - PROGRESS: at 1.79% examples, 728490 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:33,370 : INFO : EPOCH 1 - PROGRESS: at 2.13% examples, 729074 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:34,371 : INFO : EPOCH 1 - PROGRESS: at 2.49% examples, 731061 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:26:35,391 : INFO : EPOCH 1 - PROGRESS: at 2.86% examples, 730438 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:36,394 : INFO : EPOCH 1 - PROGRESS: at 3.22% examples, 731155 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:26:37,403 : INFO : EPOCH 1 - PROGRESS: at 3.59% examples, 730815 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:38,409 : INFO : EPOCH 1 - PROGRESS: at 3.95% examples, 730506 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:39,427 : INFO : EPOCH 1 - PROGRESS: at 4.28% examples, 731146 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:40,434 : INFO : EPOCH 1 - PROGRESS: at 4.63% examples, 732687 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:41,453 : INFO : EPOCH 1 - PROGRESS: at 5.00% examples, 732100 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:42,457 : INFO : EPOCH 1 - PROGRESS: at 5.37% examples, 732273 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:43,461 : INFO : EPOCH 1 - PROGRESS: at 5.71% examples, 732400 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:26:44,466 : INFO : EPOCH 1 - PROGRESS: at 6.07% examples, 733008 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:45,486 : INFO : EPOCH 1 - PROGRESS: at 6.42% examples, 732938 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:46,487 : INFO : EPOCH 1 - PROGRESS: at 6.80% examples, 732469 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:47,489 : INFO : EPOCH 1 - PROGRESS: at 7.16% examples, 732838 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:48,492 : INFO : EPOCH 1 - PROGRESS: at 7.50% examples, 733262 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:49,493 : INFO : EPOCH 1 - PROGRESS: at 7.84% examples, 733367 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:50,513 : INFO : EPOCH 1 - PROGRESS: at 8.22% examples, 732503 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:51,514 : INFO : EPOCH 1 - PROGRESS: at 8.61% examples, 732978 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:52,518 : INFO : EPOCH 1 - PROGRESS: at 8.96% examples, 733022 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:53,525 : INFO : EPOCH 1 - PROGRESS: at 9.34% examples, 733017 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:54,526 : INFO : EPOCH 1 - PROGRESS: at 9.70% examples, 733275 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:55,529 : INFO : EPOCH 1 - PROGRESS: at 10.10% examples, 733086 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:56,534 : INFO : EPOCH 1 - PROGRESS: at 10.46% examples, 732852 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:57,548 : INFO : EPOCH 1 - PROGRESS: at 10.84% examples, 732901 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:58,555 : INFO : EPOCH 1 - PROGRESS: at 11.20% examples, 732845 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:26:59,555 : INFO : EPOCH 1 - PROGRESS: at 11.56% examples, 733201 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:00,561 : INFO : EPOCH 1 - PROGRESS: at 11.89% examples, 732093 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:01,576 : INFO : EPOCH 1 - PROGRESS: at 12.19% examples, 730322 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:02,588 : INFO : EPOCH 1 - PROGRESS: at 12.50% examples, 728817 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:03,599 : INFO : EPOCH 1 - PROGRESS: at 12.84% examples, 727050 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:04,604 : INFO : EPOCH 1 - PROGRESS: at 13.21% examples, 725401 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:05,628 : INFO : EPOCH 1 - PROGRESS: at 13.54% examples, 723746 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:06,638 : INFO : EPOCH 1 - PROGRESS: at 13.86% examples, 722630 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:07,665 : INFO : EPOCH 1 - PROGRESS: at 14.17% examples, 721267 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:27:08,665 : INFO : EPOCH 1 - PROGRESS: at 14.46% examples, 720201 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:09,674 : INFO : EPOCH 1 - PROGRESS: at 14.80% examples, 719098 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:10,684 : INFO : EPOCH 1 - PROGRESS: at 15.14% examples, 717806 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:11,697 : INFO : EPOCH 1 - PROGRESS: at 15.46% examples, 716723 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:12,702 : INFO : EPOCH 1 - PROGRESS: at 15.78% examples, 715793 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:13,707 : INFO : EPOCH 1 - PROGRESS: at 16.13% examples, 714631 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:14,736 : INFO : EPOCH 1 - PROGRESS: at 16.47% examples, 713530 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:27:15,746 : INFO : EPOCH 1 - PROGRESS: at 16.81% examples, 712637 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:16,752 : INFO : EPOCH 1 - PROGRESS: at 17.14% examples, 711815 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:17,753 : INFO : EPOCH 1 - PROGRESS: at 17.50% examples, 710852 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:27:18,762 : INFO : EPOCH 1 - PROGRESS: at 17.83% examples, 709843 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:19,769 : INFO : EPOCH 1 - PROGRESS: at 18.16% examples, 709179 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:20,776 : INFO : EPOCH 1 - PROGRESS: at 18.47% examples, 708371 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:21,786 : INFO : EPOCH 1 - PROGRESS: at 18.79% examples, 707771 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:22,793 : INFO : EPOCH 1 - PROGRESS: at 19.13% examples, 706955 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:23,794 : INFO : EPOCH 1 - PROGRESS: at 19.48% examples, 706238 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:24,797 : INFO : EPOCH 1 - PROGRESS: at 19.79% examples, 705601 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:25,798 : INFO : EPOCH 1 - PROGRESS: at 20.12% examples, 705114 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:26,802 : INFO : EPOCH 1 - PROGRESS: at 20.44% examples, 704434 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:27,821 : INFO : EPOCH 1 - PROGRESS: at 20.77% examples, 703730 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:28,834 : INFO : EPOCH 1 - PROGRESS: at 21.11% examples, 703218 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:29,836 : INFO : EPOCH 1 - PROGRESS: at 21.44% examples, 702576 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:30,837 : INFO : EPOCH 1 - PROGRESS: at 21.75% examples, 701903 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:31,848 : INFO : EPOCH 1 - PROGRESS: at 22.08% examples, 701256 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:32,852 : INFO : EPOCH 1 - PROGRESS: at 22.43% examples, 700833 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:33,857 : INFO : EPOCH 1 - PROGRESS: at 22.73% examples, 700311 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:27:34,858 : INFO : EPOCH 1 - PROGRESS: at 23.08% examples, 699838 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:35,867 : INFO : EPOCH 1 - PROGRESS: at 23.38% examples, 699394 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:36,878 : INFO : EPOCH 1 - PROGRESS: at 23.69% examples, 698908 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:37,885 : INFO : EPOCH 1 - PROGRESS: at 24.03% examples, 698306 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:38,893 : INFO : EPOCH 1 - PROGRESS: at 24.38% examples, 697784 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:39,903 : INFO : EPOCH 1 - PROGRESS: at 24.70% examples, 697525 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:40,908 : INFO : EPOCH 1 - PROGRESS: at 25.02% examples, 696974 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:41,912 : INFO : EPOCH 1 - PROGRESS: at 25.35% examples, 696551 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:42,919 : INFO : EPOCH 1 - PROGRESS: at 25.69% examples, 696177 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:43,920 : INFO : EPOCH 1 - PROGRESS: at 26.02% examples, 695689 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:44,930 : INFO : EPOCH 1 - PROGRESS: at 26.37% examples, 695315 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:45,933 : INFO : EPOCH 1 - PROGRESS: at 26.68% examples, 694905 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:46,940 : INFO : EPOCH 1 - PROGRESS: at 27.01% examples, 694602 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:47,952 : INFO : EPOCH 1 - PROGRESS: at 27.33% examples, 694461 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:48,960 : INFO : EPOCH 1 - PROGRESS: at 27.65% examples, 694204 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:49,968 : INFO : EPOCH 1 - PROGRESS: at 27.96% examples, 693923 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:50,975 : INFO : EPOCH 1 - PROGRESS: at 28.27% examples, 693759 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:51,978 : INFO : EPOCH 1 - PROGRESS: at 28.59% examples, 693584 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:52,978 : INFO : EPOCH 1 - PROGRESS: at 28.92% examples, 693294 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:53,982 : INFO : EPOCH 1 - PROGRESS: at 29.26% examples, 692864 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:54,996 : INFO : EPOCH 1 - PROGRESS: at 29.60% examples, 692477 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:56,006 : INFO : EPOCH 1 - PROGRESS: at 29.93% examples, 692249 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:57,011 : INFO : EPOCH 1 - PROGRESS: at 30.28% examples, 691948 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:58,024 : INFO : EPOCH 1 - PROGRESS: at 30.59% examples, 691563 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:27:59,026 : INFO : EPOCH 1 - PROGRESS: at 30.93% examples, 691238 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:00,040 : INFO : EPOCH 1 - PROGRESS: at 31.26% examples, 690866 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:01,059 : INFO : EPOCH 1 - PROGRESS: at 31.59% examples, 690611 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:28:02,067 : INFO : EPOCH 1 - PROGRESS: at 31.95% examples, 690477 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:28:03,077 : INFO : EPOCH 1 - PROGRESS: at 32.29% examples, 690145 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:04,093 : INFO : EPOCH 1 - PROGRESS: at 32.60% examples, 689994 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:28:05,096 : INFO : EPOCH 1 - PROGRESS: at 32.94% examples, 689838 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:06,099 : INFO : EPOCH 1 - PROGRESS: at 33.27% examples, 689526 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:07,115 : INFO : EPOCH 1 - PROGRESS: at 33.60% examples, 689339 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:08,122 : INFO : EPOCH 1 - PROGRESS: at 33.96% examples, 689048 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:09,127 : INFO : EPOCH 1 - PROGRESS: at 34.27% examples, 688905 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:10,133 : INFO : EPOCH 1 - PROGRESS: at 34.61% examples, 688676 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:11,144 : INFO : EPOCH 1 - PROGRESS: at 34.93% examples, 688518 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:12,173 : INFO : EPOCH 1 - PROGRESS: at 35.25% examples, 688231 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:28:13,191 : INFO : EPOCH 1 - PROGRESS: at 35.59% examples, 687970 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:14,197 : INFO : EPOCH 1 - PROGRESS: at 35.91% examples, 687938 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:15,200 : INFO : EPOCH 1 - PROGRESS: at 36.25% examples, 687721 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:16,230 : INFO : EPOCH 1 - PROGRESS: at 36.57% examples, 687486 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:17,237 : INFO : EPOCH 1 - PROGRESS: at 36.90% examples, 687392 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:18,246 : INFO : EPOCH 1 - PROGRESS: at 37.21% examples, 687237 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:19,249 : INFO : EPOCH 1 - PROGRESS: at 37.55% examples, 687062 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:20,265 : INFO : EPOCH 1 - PROGRESS: at 37.86% examples, 686823 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:21,272 : INFO : EPOCH 1 - PROGRESS: at 38.15% examples, 686650 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:22,280 : INFO : EPOCH 1 - PROGRESS: at 38.51% examples, 686487 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:23,280 : INFO : EPOCH 1 - PROGRESS: at 38.82% examples, 686328 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:24,295 : INFO : EPOCH 1 - PROGRESS: at 39.15% examples, 686143 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:25,296 : INFO : EPOCH 1 - PROGRESS: at 39.45% examples, 686184 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:26,304 : INFO : EPOCH 1 - PROGRESS: at 39.75% examples, 685984 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:27,309 : INFO : EPOCH 1 - PROGRESS: at 40.07% examples, 685766 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:28,321 : INFO : EPOCH 1 - PROGRESS: at 40.40% examples, 685710 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:29,326 : INFO : EPOCH 1 - PROGRESS: at 40.73% examples, 685589 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:30,337 : INFO : EPOCH 1 - PROGRESS: at 41.05% examples, 685434 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:31,343 : INFO : EPOCH 1 - PROGRESS: at 41.40% examples, 685402 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:32,355 : INFO : EPOCH 1 - PROGRESS: at 41.76% examples, 685226 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:28:33,355 : INFO : EPOCH 1 - PROGRESS: at 42.08% examples, 685067 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:28:34,358 : INFO : EPOCH 1 - PROGRESS: at 42.42% examples, 685015 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:35,376 : INFO : EPOCH 1 - PROGRESS: at 42.73% examples, 684799 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:36,385 : INFO : EPOCH 1 - PROGRESS: at 43.05% examples, 684745 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:37,407 : INFO : EPOCH 1 - PROGRESS: at 43.39% examples, 684520 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:28:38,411 : INFO : EPOCH 1 - PROGRESS: at 43.74% examples, 684341 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:39,430 : INFO : EPOCH 1 - PROGRESS: at 44.07% examples, 684138 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:28:40,448 : INFO : EPOCH 1 - PROGRESS: at 44.41% examples, 683984 words/s, in_qsize 8, out_qsize 1
2020-07-23 22:28:41,464 : INFO : EPOCH 1 - PROGRESS: at 44.75% examples, 683844 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:42,473 : INFO : EPOCH 1 - PROGRESS: at 45.07% examples, 683734 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:43,478 : INFO : EPOCH 1 - PROGRESS: at 45.37% examples, 683720 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:44,490 : INFO : EPOCH 1 - PROGRESS: at 45.68% examples, 683589 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:45,505 : INFO : EPOCH 1 - PROGRESS: at 45.99% examples, 683550 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:46,518 : INFO : EPOCH 1 - PROGRESS: at 46.31% examples, 683493 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:28:47,526 : INFO : EPOCH 1 - PROGRESS: at 46.65% examples, 683338 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:48,534 : INFO : EPOCH 1 - PROGRESS: at 46.97% examples, 683319 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:49,539 : INFO : EPOCH 1 - PROGRESS: at 47.31% examples, 683224 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:50,540 : INFO : EPOCH 1 - PROGRESS: at 47.64% examples, 683067 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:51,565 : INFO : EPOCH 1 - PROGRESS: at 47.96% examples, 682978 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:52,568 : INFO : EPOCH 1 - PROGRESS: at 48.30% examples, 682870 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:53,574 : INFO : EPOCH 1 - PROGRESS: at 48.63% examples, 682775 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:28:54,592 : INFO : EPOCH 1 - PROGRESS: at 48.95% examples, 682700 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:55,599 : INFO : EPOCH 1 - PROGRESS: at 49.29% examples, 682626 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:28:56,606 : INFO : EPOCH 1 - PROGRESS: at 49.59% examples, 682544 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:57,613 : INFO : EPOCH 1 - PROGRESS: at 49.91% examples, 682477 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:58,619 : INFO : EPOCH 1 - PROGRESS: at 50.22% examples, 682255 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:28:59,630 : INFO : EPOCH 1 - PROGRESS: at 50.51% examples, 681969 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:00,644 : INFO : EPOCH 1 - PROGRESS: at 50.80% examples, 681382 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:01,657 : INFO : EPOCH 1 - PROGRESS: at 51.10% examples, 681023 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:02,659 : INFO : EPOCH 1 - PROGRESS: at 51.46% examples, 681361 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:03,677 : INFO : EPOCH 1 - PROGRESS: at 51.81% examples, 681777 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:04,698 : INFO : EPOCH 1 - PROGRESS: at 52.16% examples, 682090 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:05,705 : INFO : EPOCH 1 - PROGRESS: at 52.53% examples, 682445 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:29:06,729 : INFO : EPOCH 1 - PROGRESS: at 52.88% examples, 682782 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:07,743 : INFO : EPOCH 1 - PROGRESS: at 53.24% examples, 683191 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:08,750 : INFO : EPOCH 1 - PROGRESS: at 53.57% examples, 683488 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:09,752 : INFO : EPOCH 1 - PROGRESS: at 53.92% examples, 683904 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:10,766 : INFO : EPOCH 1 - PROGRESS: at 54.28% examples, 684191 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:11,777 : INFO : EPOCH 1 - PROGRESS: at 54.64% examples, 684446 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:29:12,778 : INFO : EPOCH 1 - PROGRESS: at 55.00% examples, 684838 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:29:13,783 : INFO : EPOCH 1 - PROGRESS: at 55.35% examples, 685126 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:14,786 : INFO : EPOCH 1 - PROGRESS: at 55.69% examples, 685444 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:15,791 : INFO : EPOCH 1 - PROGRESS: at 56.06% examples, 685745 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:16,795 : INFO : EPOCH 1 - PROGRESS: at 56.43% examples, 685936 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:17,798 : INFO : EPOCH 1 - PROGRESS: at 56.77% examples, 686322 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:18,807 : INFO : EPOCH 1 - PROGRESS: at 57.12% examples, 686524 words/s, in_qsize 5, out_qsize 2
2020-07-23 22:29:19,807 : INFO : EPOCH 1 - PROGRESS: at 57.44% examples, 686836 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:20,816 : INFO : EPOCH 1 - PROGRESS: at 57.83% examples, 687114 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:21,825 : INFO : EPOCH 1 - PROGRESS: at 58.21% examples, 687353 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:22,834 : INFO : EPOCH 1 - PROGRESS: at 58.56% examples, 687605 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:23,836 : INFO : EPOCH 1 - PROGRESS: at 58.91% examples, 687848 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:24,846 : INFO : EPOCH 1 - PROGRESS: at 59.26% examples, 688100 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:25,853 : INFO : EPOCH 1 - PROGRESS: at 59.63% examples, 688329 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:26,862 : INFO : EPOCH 1 - PROGRESS: at 60.01% examples, 688566 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:27,864 : INFO : EPOCH 1 - PROGRESS: at 60.36% examples, 688818 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:28,877 : INFO : EPOCH 1 - PROGRESS: at 60.70% examples, 689104 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:29:29,890 : INFO : EPOCH 1 - PROGRESS: at 61.08% examples, 689346 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:30,893 : INFO : EPOCH 1 - PROGRESS: at 61.43% examples, 689649 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:29:31,894 : INFO : EPOCH 1 - PROGRESS: at 61.78% examples, 689918 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:32,897 : INFO : EPOCH 1 - PROGRESS: at 62.14% examples, 690129 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:33,900 : INFO : EPOCH 1 - PROGRESS: at 62.51% examples, 690351 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:34,903 : INFO : EPOCH 1 - PROGRESS: at 62.85% examples, 690594 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:35,909 : INFO : EPOCH 1 - PROGRESS: at 63.23% examples, 690787 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:36,918 : INFO : EPOCH 1 - PROGRESS: at 63.58% examples, 691033 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:37,938 : INFO : EPOCH 1 - PROGRESS: at 63.92% examples, 691226 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:38,949 : INFO : EPOCH 1 - PROGRESS: at 64.29% examples, 691471 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:39,952 : INFO : EPOCH 1 - PROGRESS: at 64.65% examples, 691777 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:40,954 : INFO : EPOCH 1 - PROGRESS: at 65.01% examples, 691965 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:41,963 : INFO : EPOCH 1 - PROGRESS: at 65.36% examples, 692163 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:42,964 : INFO : EPOCH 1 - PROGRESS: at 65.73% examples, 692383 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:43,970 : INFO : EPOCH 1 - PROGRESS: at 66.09% examples, 692610 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:44,986 : INFO : EPOCH 1 - PROGRESS: at 66.44% examples, 692779 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:45,989 : INFO : EPOCH 1 - PROGRESS: at 66.79% examples, 693110 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:46,992 : INFO : EPOCH 1 - PROGRESS: at 67.13% examples, 693293 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:48,000 : INFO : EPOCH 1 - PROGRESS: at 67.50% examples, 693504 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:49,009 : INFO : EPOCH 1 - PROGRESS: at 67.88% examples, 693649 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:50,016 : INFO : EPOCH 1 - PROGRESS: at 68.26% examples, 693913 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:51,018 : INFO : EPOCH 1 - PROGRESS: at 68.62% examples, 694123 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:52,019 : INFO : EPOCH 1 - PROGRESS: at 68.99% examples, 694324 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:53,035 : INFO : EPOCH 1 - PROGRESS: at 69.37% examples, 694448 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:29:54,049 : INFO : EPOCH 1 - PROGRESS: at 69.77% examples, 694590 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:55,052 : INFO : EPOCH 1 - PROGRESS: at 70.13% examples, 694779 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:29:56,063 : INFO : EPOCH 1 - PROGRESS: at 70.49% examples, 694952 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:57,067 : INFO : EPOCH 1 - PROGRESS: at 70.82% examples, 695195 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:58,069 : INFO : EPOCH 1 - PROGRESS: at 71.19% examples, 695364 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:29:59,075 : INFO : EPOCH 1 - PROGRESS: at 71.54% examples, 695505 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:00,077 : INFO : EPOCH 1 - PROGRESS: at 71.88% examples, 695680 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:01,083 : INFO : EPOCH 1 - PROGRESS: at 72.22% examples, 695841 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:02,084 : INFO : EPOCH 1 - PROGRESS: at 72.60% examples, 695981 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:03,088 : INFO : EPOCH 1 - PROGRESS: at 72.96% examples, 696201 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:04,093 : INFO : EPOCH 1 - PROGRESS: at 73.30% examples, 696349 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:05,107 : INFO : EPOCH 1 - PROGRESS: at 73.68% examples, 696509 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:06,113 : INFO : EPOCH 1 - PROGRESS: at 74.03% examples, 696724 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:07,124 : INFO : EPOCH 1 - PROGRESS: at 74.39% examples, 696857 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:08,138 : INFO : EPOCH 1 - PROGRESS: at 74.75% examples, 697042 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:09,140 : INFO : EPOCH 1 - PROGRESS: at 75.10% examples, 697180 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:10,142 : INFO : EPOCH 1 - PROGRESS: at 75.45% examples, 697417 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:11,164 : INFO : EPOCH 1 - PROGRESS: at 75.78% examples, 697549 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:12,177 : INFO : EPOCH 1 - PROGRESS: at 76.13% examples, 697740 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:13,180 : INFO : EPOCH 1 - PROGRESS: at 76.48% examples, 697857 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:14,182 : INFO : EPOCH 1 - PROGRESS: at 76.85% examples, 698038 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:15,189 : INFO : EPOCH 1 - PROGRESS: at 77.19% examples, 698209 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:16,197 : INFO : EPOCH 1 - PROGRESS: at 77.56% examples, 698352 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:17,197 : INFO : EPOCH 1 - PROGRESS: at 77.91% examples, 698538 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:30:18,210 : INFO : EPOCH 1 - PROGRESS: at 78.27% examples, 698668 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:19,224 : INFO : EPOCH 1 - PROGRESS: at 78.61% examples, 698834 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:20,231 : INFO : EPOCH 1 - PROGRESS: at 78.97% examples, 699005 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:21,239 : INFO : EPOCH 1 - PROGRESS: at 79.31% examples, 699164 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:22,240 : INFO : EPOCH 1 - PROGRESS: at 79.69% examples, 699296 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:23,245 : INFO : EPOCH 1 - PROGRESS: at 80.02% examples, 699391 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:24,247 : INFO : EPOCH 1 - PROGRESS: at 80.38% examples, 699526 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:25,259 : INFO : EPOCH 1 - PROGRESS: at 80.74% examples, 699607 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:26,260 : INFO : EPOCH 1 - PROGRESS: at 81.11% examples, 699739 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:27,266 : INFO : EPOCH 1 - PROGRESS: at 81.44% examples, 699840 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:30:28,281 : INFO : EPOCH 1 - PROGRESS: at 81.83% examples, 700011 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:29,282 : INFO : EPOCH 1 - PROGRESS: at 82.19% examples, 700134 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:30,284 : INFO : EPOCH 1 - PROGRESS: at 82.52% examples, 700293 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:30:31,295 : INFO : EPOCH 1 - PROGRESS: at 82.88% examples, 700415 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:32,297 : INFO : EPOCH 1 - PROGRESS: at 83.26% examples, 700592 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:33,302 : INFO : EPOCH 1 - PROGRESS: at 83.62% examples, 700699 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:34,302 : INFO : EPOCH 1 - PROGRESS: at 84.00% examples, 700844 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:35,311 : INFO : EPOCH 1 - PROGRESS: at 84.31% examples, 701007 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:36,331 : INFO : EPOCH 1 - PROGRESS: at 84.68% examples, 701088 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:30:37,334 : INFO : EPOCH 1 - PROGRESS: at 85.04% examples, 701264 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:38,342 : INFO : EPOCH 1 - PROGRESS: at 85.38% examples, 701375 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:39,347 : INFO : EPOCH 1 - PROGRESS: at 85.73% examples, 701547 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:40,357 : INFO : EPOCH 1 - PROGRESS: at 86.06% examples, 701665 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:41,359 : INFO : EPOCH 1 - PROGRESS: at 86.41% examples, 701857 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:42,363 : INFO : EPOCH 1 - PROGRESS: at 86.77% examples, 702000 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:43,364 : INFO : EPOCH 1 - PROGRESS: at 87.12% examples, 702081 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:44,375 : INFO : EPOCH 1 - PROGRESS: at 87.49% examples, 702198 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:45,380 : INFO : EPOCH 1 - PROGRESS: at 87.88% examples, 702252 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:46,394 : INFO : EPOCH 1 - PROGRESS: at 88.23% examples, 702349 words/s, in_qsize 7, out_qsize 1
2020-07-23 22:30:47,399 : INFO : EPOCH 1 - PROGRESS: at 88.59% examples, 702492 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:48,414 : INFO : EPOCH 1 - PROGRESS: at 88.95% examples, 702586 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:49,417 : INFO : EPOCH 1 - PROGRESS: at 89.30% examples, 702680 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:50,421 : INFO : EPOCH 1 - PROGRESS: at 89.67% examples, 702828 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:51,430 : INFO : EPOCH 1 - PROGRESS: at 90.02% examples, 702917 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:52,438 : INFO : EPOCH 1 - PROGRESS: at 90.39% examples, 703028 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:53,441 : INFO : EPOCH 1 - PROGRESS: at 90.74% examples, 703135 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:30:54,442 : INFO : EPOCH 1 - PROGRESS: at 91.10% examples, 703249 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:55,469 : INFO : EPOCH 1 - PROGRESS: at 91.48% examples, 703311 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:56,470 : INFO : EPOCH 1 - PROGRESS: at 91.84% examples, 703447 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:57,471 : INFO : EPOCH 1 - PROGRESS: at 92.18% examples, 703521 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:58,493 : INFO : EPOCH 1 - PROGRESS: at 92.54% examples, 703616 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:30:59,499 : INFO : EPOCH 1 - PROGRESS: at 92.90% examples, 703743 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:00,515 : INFO : EPOCH 1 - PROGRESS: at 93.24% examples, 703776 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:01,521 : INFO : EPOCH 1 - PROGRESS: at 93.60% examples, 703887 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:02,525 : INFO : EPOCH 1 - PROGRESS: at 93.98% examples, 704017 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:03,534 : INFO : EPOCH 1 - PROGRESS: at 94.34% examples, 704070 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:04,535 : INFO : EPOCH 1 - PROGRESS: at 94.72% examples, 704192 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:05,547 : INFO : EPOCH 1 - PROGRESS: at 95.08% examples, 704329 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:06,547 : INFO : EPOCH 1 - PROGRESS: at 95.44% examples, 704442 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:07,553 : INFO : EPOCH 1 - PROGRESS: at 95.81% examples, 704543 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:08,567 : INFO : EPOCH 1 - PROGRESS: at 96.15% examples, 704644 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:09,571 : INFO : EPOCH 1 - PROGRESS: at 96.53% examples, 704734 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:10,580 : INFO : EPOCH 1 - PROGRESS: at 96.89% examples, 704838 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:11,589 : INFO : EPOCH 1 - PROGRESS: at 97.23% examples, 704967 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:12,593 : INFO : EPOCH 1 - PROGRESS: at 97.60% examples, 705035 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:13,600 : INFO : EPOCH 1 - PROGRESS: at 97.92% examples, 705152 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:14,613 : INFO : EPOCH 1 - PROGRESS: at 98.28% examples, 705240 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:31:15,630 : INFO : EPOCH 1 - PROGRESS: at 98.65% examples, 705357 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:16,632 : INFO : EPOCH 1 - PROGRESS: at 99.02% examples, 705448 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:17,638 : INFO : EPOCH 1 - PROGRESS: at 99.36% examples, 705603 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:18,642 : INFO : EPOCH 1 - PROGRESS: at 99.68% examples, 705712 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:19,512 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 22:31:19,523 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 22:31:19,526 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 22:31:19,536 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 22:31:19,537 : INFO : EPOCH - 1 : training on 265595784 raw words (206232050 effective words) took 292.2s, 705800 effective words/s
2020-07-23 22:31:20,544 : INFO : EPOCH 2 - PROGRESS: at 0.34% examples, 665788 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:21,553 : INFO : EPOCH 2 - PROGRESS: at 0.71% examples, 701334 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:22,555 : INFO : EPOCH 2 - PROGRESS: at 1.06% examples, 710991 words/s, in_qsize 8, out_qsize 1
2020-07-23 22:31:23,565 : INFO : EPOCH 2 - PROGRESS: at 1.42% examples, 716871 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:24,570 : INFO : EPOCH 2 - PROGRESS: at 1.78% examples, 720056 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:25,573 : INFO : EPOCH 2 - PROGRESS: at 2.11% examples, 721941 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:31:26,582 : INFO : EPOCH 2 - PROGRESS: at 2.47% examples, 724456 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:27,586 : INFO : EPOCH 2 - PROGRESS: at 2.83% examples, 723401 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:28,588 : INFO : EPOCH 2 - PROGRESS: at 3.18% examples, 725392 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:29,591 : INFO : EPOCH 2 - PROGRESS: at 3.56% examples, 726133 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:30,604 : INFO : EPOCH 2 - PROGRESS: at 3.92% examples, 725823 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:31,608 : INFO : EPOCH 2 - PROGRESS: at 4.25% examples, 726962 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:32,634 : INFO : EPOCH 2 - PROGRESS: at 4.60% examples, 726426 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:31:33,645 : INFO : EPOCH 2 - PROGRESS: at 4.96% examples, 727430 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:34,667 : INFO : EPOCH 2 - PROGRESS: at 5.34% examples, 726617 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:31:35,675 : INFO : EPOCH 2 - PROGRESS: at 5.68% examples, 728262 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:36,676 : INFO : EPOCH 2 - PROGRESS: at 6.04% examples, 728301 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:37,683 : INFO : EPOCH 2 - PROGRESS: at 6.39% examples, 728741 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:38,690 : INFO : EPOCH 2 - PROGRESS: at 6.75% examples, 727160 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:39,703 : INFO : EPOCH 2 - PROGRESS: at 7.10% examples, 725929 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:40,710 : INFO : EPOCH 2 - PROGRESS: at 7.40% examples, 722526 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:41,712 : INFO : EPOCH 2 - PROGRESS: at 7.71% examples, 719182 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:42,730 : INFO : EPOCH 2 - PROGRESS: at 8.07% examples, 719747 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:43,738 : INFO : EPOCH 2 - PROGRESS: at 8.46% examples, 720489 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:44,738 : INFO : EPOCH 2 - PROGRESS: at 8.83% examples, 721466 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:31:45,744 : INFO : EPOCH 2 - PROGRESS: at 9.21% examples, 721524 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:46,748 : INFO : EPOCH 2 - PROGRESS: at 9.57% examples, 722343 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:47,751 : INFO : EPOCH 2 - PROGRESS: at 9.94% examples, 722598 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:48,756 : INFO : EPOCH 2 - PROGRESS: at 10.32% examples, 722817 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:49,759 : INFO : EPOCH 2 - PROGRESS: at 10.69% examples, 723133 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:50,766 : INFO : EPOCH 2 - PROGRESS: at 11.05% examples, 723399 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:51,767 : INFO : EPOCH 2 - PROGRESS: at 11.42% examples, 723386 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:52,770 : INFO : EPOCH 2 - PROGRESS: at 11.76% examples, 724018 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:53,795 : INFO : EPOCH 2 - PROGRESS: at 12.11% examples, 724604 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:54,800 : INFO : EPOCH 2 - PROGRESS: at 12.45% examples, 725177 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:55,803 : INFO : EPOCH 2 - PROGRESS: at 12.82% examples, 725496 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:56,810 : INFO : EPOCH 2 - PROGRESS: at 13.21% examples, 725461 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:57,828 : INFO : EPOCH 2 - PROGRESS: at 13.58% examples, 725644 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:58,831 : INFO : EPOCH 2 - PROGRESS: at 13.91% examples, 726122 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:31:59,840 : INFO : EPOCH 2 - PROGRESS: at 14.25% examples, 726433 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:32:00,841 : INFO : EPOCH 2 - PROGRESS: at 14.57% examples, 726577 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:01,847 : INFO : EPOCH 2 - PROGRESS: at 14.96% examples, 726711 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:02,855 : INFO : EPOCH 2 - PROGRESS: at 15.32% examples, 726654 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:32:03,857 : INFO : EPOCH 2 - PROGRESS: at 15.65% examples, 726941 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:04,861 : INFO : EPOCH 2 - PROGRESS: at 16.02% examples, 726961 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:05,866 : INFO : EPOCH 2 - PROGRESS: at 16.40% examples, 726989 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:06,889 : INFO : EPOCH 2 - PROGRESS: at 16.78% examples, 727238 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:07,916 : INFO : EPOCH 2 - PROGRESS: at 17.15% examples, 727170 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:08,930 : INFO : EPOCH 2 - PROGRESS: at 17.53% examples, 727276 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:09,931 : INFO : EPOCH 2 - PROGRESS: at 17.90% examples, 727505 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:10,946 : INFO : EPOCH 2 - PROGRESS: at 18.25% examples, 727622 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:11,952 : INFO : EPOCH 2 - PROGRESS: at 18.61% examples, 727834 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:12,957 : INFO : EPOCH 2 - PROGRESS: at 18.97% examples, 728004 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:13,979 : INFO : EPOCH 2 - PROGRESS: at 19.36% examples, 727937 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:14,982 : INFO : EPOCH 2 - PROGRESS: at 19.71% examples, 728083 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:32:15,993 : INFO : EPOCH 2 - PROGRESS: at 20.07% examples, 728175 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:16,996 : INFO : EPOCH 2 - PROGRESS: at 20.43% examples, 728424 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:18,025 : INFO : EPOCH 2 - PROGRESS: at 20.79% examples, 728188 words/s, in_qsize 7, out_qsize 1
2020-07-23 22:32:19,036 : INFO : EPOCH 2 - PROGRESS: at 21.16% examples, 728365 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:20,036 : INFO : EPOCH 2 - PROGRESS: at 21.51% examples, 728528 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:21,048 : INFO : EPOCH 2 - PROGRESS: at 21.88% examples, 728430 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:22,054 : INFO : EPOCH 2 - PROGRESS: at 22.24% examples, 728522 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:23,056 : INFO : EPOCH 2 - PROGRESS: at 22.60% examples, 728474 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:32:24,057 : INFO : EPOCH 2 - PROGRESS: at 22.96% examples, 728733 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:25,074 : INFO : EPOCH 2 - PROGRESS: at 23.31% examples, 728746 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:26,084 : INFO : EPOCH 2 - PROGRESS: at 23.64% examples, 728890 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:27,090 : INFO : EPOCH 2 - PROGRESS: at 24.02% examples, 728792 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:28,102 : INFO : EPOCH 2 - PROGRESS: at 24.40% examples, 728815 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:29,118 : INFO : EPOCH 2 - PROGRESS: at 24.75% examples, 729053 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:30,124 : INFO : EPOCH 2 - PROGRESS: at 25.11% examples, 729201 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:31,131 : INFO : EPOCH 2 - PROGRESS: at 25.49% examples, 729401 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:32,132 : INFO : EPOCH 2 - PROGRESS: at 25.86% examples, 729376 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:33,133 : INFO : EPOCH 2 - PROGRESS: at 26.24% examples, 729585 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:34,143 : INFO : EPOCH 2 - PROGRESS: at 26.60% examples, 729529 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:35,145 : INFO : EPOCH 2 - PROGRESS: at 26.95% examples, 729716 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:36,160 : INFO : EPOCH 2 - PROGRESS: at 27.29% examples, 729887 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:37,162 : INFO : EPOCH 2 - PROGRESS: at 27.66% examples, 729948 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:38,187 : INFO : EPOCH 2 - PROGRESS: at 27.99% examples, 730076 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:39,187 : INFO : EPOCH 2 - PROGRESS: at 28.32% examples, 730201 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:40,203 : INFO : EPOCH 2 - PROGRESS: at 28.70% examples, 730299 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:41,207 : INFO : EPOCH 2 - PROGRESS: at 29.07% examples, 730436 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:42,210 : INFO : EPOCH 2 - PROGRESS: at 29.46% examples, 730437 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:43,211 : INFO : EPOCH 2 - PROGRESS: at 29.82% examples, 730319 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:32:44,213 : INFO : EPOCH 2 - PROGRESS: at 30.16% examples, 730316 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:32:45,220 : INFO : EPOCH 2 - PROGRESS: at 30.52% examples, 730376 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:46,231 : INFO : EPOCH 2 - PROGRESS: at 30.90% examples, 730494 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:47,232 : INFO : EPOCH 2 - PROGRESS: at 31.26% examples, 730485 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:32:48,234 : INFO : EPOCH 2 - PROGRESS: at 31.63% examples, 730441 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:49,241 : INFO : EPOCH 2 - PROGRESS: at 32.02% examples, 730453 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:50,258 : INFO : EPOCH 2 - PROGRESS: at 32.37% examples, 730498 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:51,263 : INFO : EPOCH 2 - PROGRESS: at 32.74% examples, 730595 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:52,264 : INFO : EPOCH 2 - PROGRESS: at 33.09% examples, 730550 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:53,266 : INFO : EPOCH 2 - PROGRESS: at 33.47% examples, 730753 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:54,269 : INFO : EPOCH 2 - PROGRESS: at 33.84% examples, 730833 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:55,275 : INFO : EPOCH 2 - PROGRESS: at 34.21% examples, 730829 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:56,288 : INFO : EPOCH 2 - PROGRESS: at 34.57% examples, 730722 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:57,295 : INFO : EPOCH 2 - PROGRESS: at 34.92% examples, 730777 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:58,297 : INFO : EPOCH 2 - PROGRESS: at 35.27% examples, 730760 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:32:59,309 : INFO : EPOCH 2 - PROGRESS: at 35.63% examples, 730761 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:00,314 : INFO : EPOCH 2 - PROGRESS: at 35.98% examples, 730882 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:01,315 : INFO : EPOCH 2 - PROGRESS: at 36.34% examples, 730949 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:02,322 : INFO : EPOCH 2 - PROGRESS: at 36.71% examples, 730925 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:03,332 : INFO : EPOCH 2 - PROGRESS: at 37.06% examples, 731007 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:04,341 : INFO : EPOCH 2 - PROGRESS: at 37.42% examples, 731171 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:05,350 : INFO : EPOCH 2 - PROGRESS: at 37.77% examples, 731225 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:06,353 : INFO : EPOCH 2 - PROGRESS: at 38.10% examples, 731229 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:07,360 : INFO : EPOCH 2 - PROGRESS: at 38.47% examples, 731250 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:08,381 : INFO : EPOCH 2 - PROGRESS: at 38.84% examples, 731277 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:09,391 : INFO : EPOCH 2 - PROGRESS: at 39.19% examples, 731351 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:10,402 : INFO : EPOCH 2 - PROGRESS: at 39.52% examples, 731506 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:11,408 : INFO : EPOCH 2 - PROGRESS: at 39.86% examples, 731559 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:12,432 : INFO : EPOCH 2 - PROGRESS: at 40.23% examples, 731509 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:13,442 : INFO : EPOCH 2 - PROGRESS: at 40.58% examples, 731591 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:14,455 : INFO : EPOCH 2 - PROGRESS: at 40.93% examples, 731579 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:15,470 : INFO : EPOCH 2 - PROGRESS: at 41.30% examples, 731596 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:16,472 : INFO : EPOCH 2 - PROGRESS: at 41.70% examples, 731595 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:17,478 : INFO : EPOCH 2 - PROGRESS: at 42.05% examples, 731524 words/s, in_qsize 5, out_qsize 2
2020-07-23 22:33:18,485 : INFO : EPOCH 2 - PROGRESS: at 42.42% examples, 731547 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:19,505 : INFO : EPOCH 2 - PROGRESS: at 42.78% examples, 731590 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:20,526 : INFO : EPOCH 2 - PROGRESS: at 43.12% examples, 731693 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:21,527 : INFO : EPOCH 2 - PROGRESS: at 43.49% examples, 731613 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:22,540 : INFO : EPOCH 2 - PROGRESS: at 43.88% examples, 731625 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:23,551 : INFO : EPOCH 2 - PROGRESS: at 44.24% examples, 731597 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:24,565 : INFO : EPOCH 2 - PROGRESS: at 44.63% examples, 731587 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:33:25,569 : INFO : EPOCH 2 - PROGRESS: at 44.98% examples, 731681 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:26,571 : INFO : EPOCH 2 - PROGRESS: at 45.32% examples, 731738 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:27,594 : INFO : EPOCH 2 - PROGRESS: at 45.67% examples, 731788 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:28,599 : INFO : EPOCH 2 - PROGRESS: at 46.00% examples, 731903 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:29,600 : INFO : EPOCH 2 - PROGRESS: at 46.34% examples, 731896 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:30,601 : INFO : EPOCH 2 - PROGRESS: at 46.71% examples, 731936 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:31,608 : INFO : EPOCH 2 - PROGRESS: at 47.07% examples, 732029 words/s, in_qsize 8, out_qsize 1
2020-07-23 22:33:32,614 : INFO : EPOCH 2 - PROGRESS: at 47.43% examples, 732007 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:33,621 : INFO : EPOCH 2 - PROGRESS: at 47.80% examples, 731982 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:34,623 : INFO : EPOCH 2 - PROGRESS: at 48.16% examples, 731980 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:35,627 : INFO : EPOCH 2 - PROGRESS: at 48.52% examples, 731981 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:36,633 : INFO : EPOCH 2 - PROGRESS: at 48.86% examples, 732040 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:33:37,636 : INFO : EPOCH 2 - PROGRESS: at 49.23% examples, 732084 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:38,639 : INFO : EPOCH 2 - PROGRESS: at 49.57% examples, 732148 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:39,644 : INFO : EPOCH 2 - PROGRESS: at 49.92% examples, 732215 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:40,652 : INFO : EPOCH 2 - PROGRESS: at 50.26% examples, 732226 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:41,653 : INFO : EPOCH 2 - PROGRESS: at 50.61% examples, 732251 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:33:42,659 : INFO : EPOCH 2 - PROGRESS: at 50.97% examples, 732243 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:43,668 : INFO : EPOCH 2 - PROGRESS: at 51.31% examples, 732188 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:44,669 : INFO : EPOCH 2 - PROGRESS: at 51.66% examples, 732311 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:45,676 : INFO : EPOCH 2 - PROGRESS: at 52.01% examples, 732301 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:46,681 : INFO : EPOCH 2 - PROGRESS: at 52.37% examples, 732353 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:47,694 : INFO : EPOCH 2 - PROGRESS: at 52.74% examples, 732324 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:33:48,699 : INFO : EPOCH 2 - PROGRESS: at 53.07% examples, 732348 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:49,701 : INFO : EPOCH 2 - PROGRESS: at 53.41% examples, 732313 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:50,710 : INFO : EPOCH 2 - PROGRESS: at 53.75% examples, 732461 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:51,715 : INFO : EPOCH 2 - PROGRESS: at 54.11% examples, 732444 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:52,720 : INFO : EPOCH 2 - PROGRESS: at 54.46% examples, 732413 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:53,727 : INFO : EPOCH 2 - PROGRESS: at 54.83% examples, 732388 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:54,733 : INFO : EPOCH 2 - PROGRESS: at 55.17% examples, 732429 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:55,740 : INFO : EPOCH 2 - PROGRESS: at 55.53% examples, 732417 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:56,741 : INFO : EPOCH 2 - PROGRESS: at 55.88% examples, 732473 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:57,743 : INFO : EPOCH 2 - PROGRESS: at 56.26% examples, 732494 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:33:58,754 : INFO : EPOCH 2 - PROGRESS: at 56.62% examples, 732519 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:33:59,758 : INFO : EPOCH 2 - PROGRESS: at 56.95% examples, 732613 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:00,761 : INFO : EPOCH 2 - PROGRESS: at 57.30% examples, 732591 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:01,778 : INFO : EPOCH 2 - PROGRESS: at 57.66% examples, 732589 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:02,785 : INFO : EPOCH 2 - PROGRESS: at 58.03% examples, 732642 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:03,795 : INFO : EPOCH 2 - PROGRESS: at 58.40% examples, 732670 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:04,801 : INFO : EPOCH 2 - PROGRESS: at 58.76% examples, 732698 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:05,803 : INFO : EPOCH 2 - PROGRESS: at 59.11% examples, 732744 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:06,812 : INFO : EPOCH 2 - PROGRESS: at 59.48% examples, 732671 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:07,818 : INFO : EPOCH 2 - PROGRESS: at 59.85% examples, 732714 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:08,820 : INFO : EPOCH 2 - PROGRESS: at 60.23% examples, 732725 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:09,826 : INFO : EPOCH 2 - PROGRESS: at 60.57% examples, 732757 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:10,833 : INFO : EPOCH 2 - PROGRESS: at 60.93% examples, 732757 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:11,845 : INFO : EPOCH 2 - PROGRESS: at 61.29% examples, 732793 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:12,853 : INFO : EPOCH 2 - PROGRESS: at 61.64% examples, 732851 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:13,858 : INFO : EPOCH 2 - PROGRESS: at 61.99% examples, 732838 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:14,863 : INFO : EPOCH 2 - PROGRESS: at 62.37% examples, 732843 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:15,865 : INFO : EPOCH 2 - PROGRESS: at 62.72% examples, 732857 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:16,870 : INFO : EPOCH 2 - PROGRESS: at 63.07% examples, 732905 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:17,873 : INFO : EPOCH 2 - PROGRESS: at 63.42% examples, 732883 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:18,879 : INFO : EPOCH 2 - PROGRESS: at 63.77% examples, 732684 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:19,884 : INFO : EPOCH 2 - PROGRESS: at 64.10% examples, 732515 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:20,887 : INFO : EPOCH 2 - PROGRESS: at 64.41% examples, 732076 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:21,894 : INFO : EPOCH 2 - PROGRESS: at 64.74% examples, 731718 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:22,900 : INFO : EPOCH 2 - PROGRESS: at 65.09% examples, 731755 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:23,907 : INFO : EPOCH 2 - PROGRESS: at 65.46% examples, 731718 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:24,917 : INFO : EPOCH 2 - PROGRESS: at 65.82% examples, 731747 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:25,920 : INFO : EPOCH 2 - PROGRESS: at 66.17% examples, 731715 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:26,923 : INFO : EPOCH 2 - PROGRESS: at 66.54% examples, 731844 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:27,924 : INFO : EPOCH 2 - PROGRESS: at 66.89% examples, 731882 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:28,930 : INFO : EPOCH 2 - PROGRESS: at 67.23% examples, 731862 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:29,953 : INFO : EPOCH 2 - PROGRESS: at 67.60% examples, 731867 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:30,960 : INFO : EPOCH 2 - PROGRESS: at 67.98% examples, 731846 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:31,980 : INFO : EPOCH 2 - PROGRESS: at 68.35% examples, 731864 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:32,983 : INFO : EPOCH 2 - PROGRESS: at 68.71% examples, 731899 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:33,992 : INFO : EPOCH 2 - PROGRESS: at 69.09% examples, 731866 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:35,005 : INFO : EPOCH 2 - PROGRESS: at 69.48% examples, 731859 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:36,017 : INFO : EPOCH 2 - PROGRESS: at 69.88% examples, 731836 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:37,023 : INFO : EPOCH 2 - PROGRESS: at 70.25% examples, 731834 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:38,033 : INFO : EPOCH 2 - PROGRESS: at 70.59% examples, 731871 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:39,036 : INFO : EPOCH 2 - PROGRESS: at 70.93% examples, 731942 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:40,041 : INFO : EPOCH 2 - PROGRESS: at 71.31% examples, 731932 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:41,046 : INFO : EPOCH 2 - PROGRESS: at 71.65% examples, 732006 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:42,051 : INFO : EPOCH 2 - PROGRESS: at 71.99% examples, 731981 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:43,069 : INFO : EPOCH 2 - PROGRESS: at 72.35% examples, 731940 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:44,077 : INFO : EPOCH 2 - PROGRESS: at 72.73% examples, 731927 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:45,081 : INFO : EPOCH 2 - PROGRESS: at 73.07% examples, 731971 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:46,107 : INFO : EPOCH 2 - PROGRESS: at 73.45% examples, 731966 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:34:47,113 : INFO : EPOCH 2 - PROGRESS: at 73.82% examples, 731944 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:48,117 : INFO : EPOCH 2 - PROGRESS: at 74.15% examples, 732010 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:34:49,118 : INFO : EPOCH 2 - PROGRESS: at 74.52% examples, 732017 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:50,137 : INFO : EPOCH 2 - PROGRESS: at 74.88% examples, 732009 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:51,139 : INFO : EPOCH 2 - PROGRESS: at 75.21% examples, 732022 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:52,150 : INFO : EPOCH 2 - PROGRESS: at 75.55% examples, 732076 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:53,157 : INFO : EPOCH 2 - PROGRESS: at 75.90% examples, 732062 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:54,159 : INFO : EPOCH 2 - PROGRESS: at 76.27% examples, 732094 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:55,159 : INFO : EPOCH 2 - PROGRESS: at 76.61% examples, 732085 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:56,167 : INFO : EPOCH 2 - PROGRESS: at 76.97% examples, 732095 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:57,170 : INFO : EPOCH 2 - PROGRESS: at 77.31% examples, 732114 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:58,171 : INFO : EPOCH 2 - PROGRESS: at 77.68% examples, 732063 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:34:59,173 : INFO : EPOCH 2 - PROGRESS: at 78.03% examples, 732076 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:00,192 : INFO : EPOCH 2 - PROGRESS: at 78.39% examples, 732069 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:01,205 : INFO : EPOCH 2 - PROGRESS: at 78.72% examples, 732099 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:35:02,223 : INFO : EPOCH 2 - PROGRESS: at 79.08% examples, 732118 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:35:03,228 : INFO : EPOCH 2 - PROGRESS: at 79.44% examples, 732150 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:04,244 : INFO : EPOCH 2 - PROGRESS: at 79.80% examples, 732116 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:05,263 : INFO : EPOCH 2 - PROGRESS: at 80.16% examples, 732191 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:06,269 : INFO : EPOCH 2 - PROGRESS: at 80.55% examples, 732189 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:07,269 : INFO : EPOCH 2 - PROGRESS: at 80.90% examples, 732229 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:08,279 : INFO : EPOCH 2 - PROGRESS: at 81.25% examples, 732190 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:09,296 : INFO : EPOCH 2 - PROGRESS: at 81.61% examples, 732222 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:10,300 : INFO : EPOCH 2 - PROGRESS: at 81.98% examples, 732195 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:11,308 : INFO : EPOCH 2 - PROGRESS: at 82.33% examples, 732214 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:12,310 : INFO : EPOCH 2 - PROGRESS: at 82.67% examples, 732216 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:13,313 : INFO : EPOCH 2 - PROGRESS: at 83.03% examples, 732248 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:14,315 : INFO : EPOCH 2 - PROGRESS: at 83.42% examples, 732219 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:35:15,336 : INFO : EPOCH 2 - PROGRESS: at 83.78% examples, 732210 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:16,354 : INFO : EPOCH 2 - PROGRESS: at 84.15% examples, 732208 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:17,355 : INFO : EPOCH 2 - PROGRESS: at 84.47% examples, 732265 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:35:18,357 : INFO : EPOCH 2 - PROGRESS: at 84.83% examples, 732254 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:19,357 : INFO : EPOCH 2 - PROGRESS: at 85.18% examples, 732284 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:20,363 : INFO : EPOCH 2 - PROGRESS: at 85.54% examples, 732327 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:21,368 : INFO : EPOCH 2 - PROGRESS: at 85.88% examples, 732379 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:22,370 : INFO : EPOCH 2 - PROGRESS: at 86.21% examples, 732414 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:23,374 : INFO : EPOCH 2 - PROGRESS: at 86.56% examples, 732438 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:24,378 : INFO : EPOCH 2 - PROGRESS: at 86.92% examples, 732470 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:25,382 : INFO : EPOCH 2 - PROGRESS: at 87.29% examples, 732479 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:26,386 : INFO : EPOCH 2 - PROGRESS: at 87.68% examples, 732450 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:27,408 : INFO : EPOCH 2 - PROGRESS: at 88.04% examples, 732393 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:35:28,412 : INFO : EPOCH 2 - PROGRESS: at 88.37% examples, 732451 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:29,417 : INFO : EPOCH 2 - PROGRESS: at 88.76% examples, 732372 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:30,422 : INFO : EPOCH 2 - PROGRESS: at 89.11% examples, 732382 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:31,430 : INFO : EPOCH 2 - PROGRESS: at 89.46% examples, 732400 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:32,431 : INFO : EPOCH 2 - PROGRESS: at 89.81% examples, 732366 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:35:33,431 : INFO : EPOCH 2 - PROGRESS: at 90.19% examples, 732387 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:34,445 : INFO : EPOCH 2 - PROGRESS: at 90.53% examples, 732346 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:35,447 : INFO : EPOCH 2 - PROGRESS: at 90.91% examples, 732371 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:36,449 : INFO : EPOCH 2 - PROGRESS: at 91.26% examples, 732338 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:37,451 : INFO : EPOCH 2 - PROGRESS: at 91.62% examples, 732364 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:38,459 : INFO : EPOCH 2 - PROGRESS: at 91.99% examples, 732310 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:39,463 : INFO : EPOCH 2 - PROGRESS: at 92.32% examples, 732303 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:40,465 : INFO : EPOCH 2 - PROGRESS: at 92.68% examples, 732306 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:41,477 : INFO : EPOCH 2 - PROGRESS: at 93.04% examples, 732325 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:42,494 : INFO : EPOCH 2 - PROGRESS: at 93.42% examples, 732332 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:43,497 : INFO : EPOCH 2 - PROGRESS: at 93.77% examples, 732337 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:44,502 : INFO : EPOCH 2 - PROGRESS: at 94.11% examples, 732291 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:45,503 : INFO : EPOCH 2 - PROGRESS: at 94.50% examples, 732248 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:46,512 : INFO : EPOCH 2 - PROGRESS: at 94.87% examples, 732236 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:47,513 : INFO : EPOCH 2 - PROGRESS: at 95.22% examples, 732253 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:48,515 : INFO : EPOCH 2 - PROGRESS: at 95.59% examples, 732287 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:49,518 : INFO : EPOCH 2 - PROGRESS: at 95.95% examples, 732270 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:50,523 : INFO : EPOCH 2 - PROGRESS: at 96.29% examples, 732274 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:51,527 : INFO : EPOCH 2 - PROGRESS: at 96.66% examples, 732291 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:52,535 : INFO : EPOCH 2 - PROGRESS: at 97.02% examples, 732302 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:35:53,542 : INFO : EPOCH 2 - PROGRESS: at 97.37% examples, 732345 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:54,553 : INFO : EPOCH 2 - PROGRESS: at 97.73% examples, 732337 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:55,558 : INFO : EPOCH 2 - PROGRESS: at 98.08% examples, 732337 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:56,559 : INFO : EPOCH 2 - PROGRESS: at 98.43% examples, 732402 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:35:57,573 : INFO : EPOCH 2 - PROGRESS: at 98.79% examples, 732376 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:58,580 : INFO : EPOCH 2 - PROGRESS: at 99.17% examples, 732420 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:35:59,585 : INFO : EPOCH 2 - PROGRESS: at 99.49% examples, 732488 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:00,587 : INFO : EPOCH 2 - PROGRESS: at 99.82% examples, 732461 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:01,055 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 22:36:01,069 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 22:36:01,073 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 22:36:01,085 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 22:36:01,085 : INFO : EPOCH - 2 : training on 265595784 raw words (206225395 effective words) took 281.5s, 732483 effective words/s
2020-07-23 22:36:02,092 : INFO : EPOCH 3 - PROGRESS: at 0.35% examples, 697246 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:03,101 : INFO : EPOCH 3 - PROGRESS: at 0.72% examples, 714878 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:36:04,105 : INFO : EPOCH 3 - PROGRESS: at 1.08% examples, 722813 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:36:05,127 : INFO : EPOCH 3 - PROGRESS: at 1.44% examples, 726852 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:06,133 : INFO : EPOCH 3 - PROGRESS: at 1.80% examples, 729294 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:07,135 : INFO : EPOCH 3 - PROGRESS: at 2.15% examples, 730660 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:08,137 : INFO : EPOCH 3 - PROGRESS: at 2.50% examples, 732325 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:36:09,148 : INFO : EPOCH 3 - PROGRESS: at 2.87% examples, 731395 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:10,157 : INFO : EPOCH 3 - PROGRESS: at 3.23% examples, 730990 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:36:11,166 : INFO : EPOCH 3 - PROGRESS: at 3.59% examples, 731376 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:12,177 : INFO : EPOCH 3 - PROGRESS: at 3.96% examples, 731913 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:13,191 : INFO : EPOCH 3 - PROGRESS: at 4.30% examples, 732629 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:14,202 : INFO : EPOCH 3 - PROGRESS: at 4.64% examples, 733542 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:15,210 : INFO : EPOCH 3 - PROGRESS: at 5.01% examples, 733280 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:16,223 : INFO : EPOCH 3 - PROGRESS: at 5.38% examples, 733450 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:17,223 : INFO : EPOCH 3 - PROGRESS: at 5.73% examples, 734040 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:18,225 : INFO : EPOCH 3 - PROGRESS: at 6.09% examples, 734546 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:36:19,241 : INFO : EPOCH 3 - PROGRESS: at 6.45% examples, 734651 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:20,250 : INFO : EPOCH 3 - PROGRESS: at 6.82% examples, 734599 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:21,250 : INFO : EPOCH 3 - PROGRESS: at 7.18% examples, 734716 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:22,251 : INFO : EPOCH 3 - PROGRESS: at 7.52% examples, 735004 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:23,252 : INFO : EPOCH 3 - PROGRESS: at 7.87% examples, 735284 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:24,253 : INFO : EPOCH 3 - PROGRESS: at 8.25% examples, 734845 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:25,259 : INFO : EPOCH 3 - PROGRESS: at 8.62% examples, 734184 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:26,268 : INFO : EPOCH 3 - PROGRESS: at 8.98% examples, 734124 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:36:27,270 : INFO : EPOCH 3 - PROGRESS: at 9.36% examples, 734206 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:36:28,282 : INFO : EPOCH 3 - PROGRESS: at 9.71% examples, 734185 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:29,287 : INFO : EPOCH 3 - PROGRESS: at 10.11% examples, 733702 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:30,300 : INFO : EPOCH 3 - PROGRESS: at 10.48% examples, 734127 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:31,302 : INFO : EPOCH 3 - PROGRESS: at 10.87% examples, 734374 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:32,308 : INFO : EPOCH 3 - PROGRESS: at 11.22% examples, 734305 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:36:33,309 : INFO : EPOCH 3 - PROGRESS: at 11.58% examples, 734465 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:34,330 : INFO : EPOCH 3 - PROGRESS: at 11.93% examples, 734221 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:35,331 : INFO : EPOCH 3 - PROGRESS: at 12.27% examples, 734933 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:36,334 : INFO : EPOCH 3 - PROGRESS: at 12.63% examples, 734800 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:37,334 : INFO : EPOCH 3 - PROGRESS: at 12.99% examples, 734709 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:38,336 : INFO : EPOCH 3 - PROGRESS: at 13.36% examples, 734540 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:39,356 : INFO : EPOCH 3 - PROGRESS: at 13.72% examples, 734393 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:40,371 : INFO : EPOCH 3 - PROGRESS: at 14.06% examples, 734711 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:41,376 : INFO : EPOCH 3 - PROGRESS: at 14.41% examples, 735052 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:36:42,385 : INFO : EPOCH 3 - PROGRESS: at 14.76% examples, 735099 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:36:43,387 : INFO : EPOCH 3 - PROGRESS: at 15.12% examples, 734927 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:44,388 : INFO : EPOCH 3 - PROGRESS: at 15.47% examples, 735005 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:45,393 : INFO : EPOCH 3 - PROGRESS: at 15.83% examples, 735317 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:46,403 : INFO : EPOCH 3 - PROGRESS: at 16.22% examples, 735129 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:36:47,409 : INFO : EPOCH 3 - PROGRESS: at 16.59% examples, 735166 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:48,416 : INFO : EPOCH 3 - PROGRESS: at 16.94% examples, 734986 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:49,433 : INFO : EPOCH 3 - PROGRESS: at 17.34% examples, 734923 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:50,440 : INFO : EPOCH 3 - PROGRESS: at 17.71% examples, 735302 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:51,441 : INFO : EPOCH 3 - PROGRESS: at 18.07% examples, 735088 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:52,464 : INFO : EPOCH 3 - PROGRESS: at 18.42% examples, 735073 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:53,465 : INFO : EPOCH 3 - PROGRESS: at 18.78% examples, 735320 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:54,475 : INFO : EPOCH 3 - PROGRESS: at 19.16% examples, 735048 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:55,478 : INFO : EPOCH 3 - PROGRESS: at 19.53% examples, 735154 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:56,478 : INFO : EPOCH 3 - PROGRESS: at 19.88% examples, 735221 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:57,485 : INFO : EPOCH 3 - PROGRESS: at 20.25% examples, 735220 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:58,499 : INFO : EPOCH 3 - PROGRESS: at 20.60% examples, 734838 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:36:59,514 : INFO : EPOCH 3 - PROGRESS: at 20.94% examples, 734243 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:00,530 : INFO : EPOCH 3 - PROGRESS: at 21.30% examples, 733476 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:01,531 : INFO : EPOCH 3 - PROGRESS: at 21.58% examples, 731612 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:02,540 : INFO : EPOCH 3 - PROGRESS: at 21.95% examples, 731761 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:03,548 : INFO : EPOCH 3 - PROGRESS: at 22.31% examples, 731703 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:04,548 : INFO : EPOCH 3 - PROGRESS: at 22.68% examples, 731990 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:05,559 : INFO : EPOCH 3 - PROGRESS: at 23.05% examples, 732036 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:06,561 : INFO : EPOCH 3 - PROGRESS: at 23.38% examples, 732095 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:07,561 : INFO : EPOCH 3 - PROGRESS: at 23.73% examples, 732092 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:08,576 : INFO : EPOCH 3 - PROGRESS: at 24.10% examples, 731957 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:09,587 : INFO : EPOCH 3 - PROGRESS: at 24.48% examples, 731975 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:10,589 : INFO : EPOCH 3 - PROGRESS: at 24.82% examples, 732093 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:11,619 : INFO : EPOCH 3 - PROGRESS: at 25.19% examples, 731948 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:12,621 : INFO : EPOCH 3 - PROGRESS: at 25.57% examples, 732196 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:13,632 : INFO : EPOCH 3 - PROGRESS: at 25.94% examples, 732259 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:37:14,648 : INFO : EPOCH 3 - PROGRESS: at 26.33% examples, 732248 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:15,658 : INFO : EPOCH 3 - PROGRESS: at 26.68% examples, 732357 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:16,659 : INFO : EPOCH 3 - PROGRESS: at 27.04% examples, 732480 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:17,667 : INFO : EPOCH 3 - PROGRESS: at 27.37% examples, 732642 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:18,674 : INFO : EPOCH 3 - PROGRESS: at 27.74% examples, 732664 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:19,676 : INFO : EPOCH 3 - PROGRESS: at 28.07% examples, 732673 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:20,685 : INFO : EPOCH 3 - PROGRESS: at 28.40% examples, 732722 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:37:21,693 : INFO : EPOCH 3 - PROGRESS: at 28.78% examples, 732757 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:22,697 : INFO : EPOCH 3 - PROGRESS: at 29.16% examples, 732824 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:23,700 : INFO : EPOCH 3 - PROGRESS: at 29.54% examples, 732847 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:24,705 : INFO : EPOCH 3 - PROGRESS: at 29.88% examples, 732781 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:37:25,706 : INFO : EPOCH 3 - PROGRESS: at 30.26% examples, 732907 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:26,709 : INFO : EPOCH 3 - PROGRESS: at 30.60% examples, 732825 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:27,710 : INFO : EPOCH 3 - PROGRESS: at 30.98% examples, 732847 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:28,718 : INFO : EPOCH 3 - PROGRESS: at 31.36% examples, 732810 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:29,720 : INFO : EPOCH 3 - PROGRESS: at 31.72% examples, 732829 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:30,723 : INFO : EPOCH 3 - PROGRESS: at 32.10% examples, 733022 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:31,736 : INFO : EPOCH 3 - PROGRESS: at 32.47% examples, 732985 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:32,746 : INFO : EPOCH 3 - PROGRESS: at 32.83% examples, 732989 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:33,749 : INFO : EPOCH 3 - PROGRESS: at 33.19% examples, 733117 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:34,751 : INFO : EPOCH 3 - PROGRESS: at 33.54% examples, 733262 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:35,763 : INFO : EPOCH 3 - PROGRESS: at 33.94% examples, 733192 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:37:36,767 : INFO : EPOCH 3 - PROGRESS: at 34.29% examples, 733260 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:37,780 : INFO : EPOCH 3 - PROGRESS: at 34.66% examples, 733169 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:38,788 : INFO : EPOCH 3 - PROGRESS: at 35.01% examples, 733276 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:39,797 : INFO : EPOCH 3 - PROGRESS: at 35.37% examples, 733420 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:40,807 : INFO : EPOCH 3 - PROGRESS: at 35.73% examples, 733450 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:41,826 : INFO : EPOCH 3 - PROGRESS: at 36.11% examples, 733571 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:42,830 : INFO : EPOCH 3 - PROGRESS: at 36.46% examples, 733647 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:43,831 : INFO : EPOCH 3 - PROGRESS: at 36.82% examples, 733688 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:44,832 : INFO : EPOCH 3 - PROGRESS: at 37.17% examples, 733629 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:45,845 : INFO : EPOCH 3 - PROGRESS: at 37.54% examples, 733780 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:46,845 : INFO : EPOCH 3 - PROGRESS: at 37.89% examples, 733812 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:47,855 : INFO : EPOCH 3 - PROGRESS: at 38.21% examples, 733867 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:48,862 : INFO : EPOCH 3 - PROGRESS: at 38.60% examples, 733855 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:49,872 : INFO : EPOCH 3 - PROGRESS: at 38.95% examples, 733924 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:50,873 : INFO : EPOCH 3 - PROGRESS: at 39.29% examples, 734073 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:51,875 : INFO : EPOCH 3 - PROGRESS: at 39.64% examples, 734223 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:52,877 : INFO : EPOCH 3 - PROGRESS: at 39.98% examples, 734235 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:37:53,879 : INFO : EPOCH 3 - PROGRESS: at 40.33% examples, 734240 words/s, in_qsize 8, out_qsize 1
2020-07-23 22:37:54,894 : INFO : EPOCH 3 - PROGRESS: at 40.69% examples, 734169 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:55,917 : INFO : EPOCH 3 - PROGRESS: at 41.05% examples, 734208 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:56,933 : INFO : EPOCH 3 - PROGRESS: at 41.43% examples, 734276 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:57,941 : INFO : EPOCH 3 - PROGRESS: at 41.83% examples, 734280 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:58,947 : INFO : EPOCH 3 - PROGRESS: at 42.21% examples, 734377 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:37:59,947 : INFO : EPOCH 3 - PROGRESS: at 42.55% examples, 734374 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:38:00,954 : INFO : EPOCH 3 - PROGRESS: at 42.90% examples, 734411 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:01,973 : INFO : EPOCH 3 - PROGRESS: at 43.26% examples, 734462 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:02,981 : INFO : EPOCH 3 - PROGRESS: at 43.64% examples, 734509 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:03,988 : INFO : EPOCH 3 - PROGRESS: at 44.02% examples, 734464 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:04,993 : INFO : EPOCH 3 - PROGRESS: at 44.39% examples, 734503 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:05,999 : INFO : EPOCH 3 - PROGRESS: at 44.76% examples, 734484 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:07,001 : INFO : EPOCH 3 - PROGRESS: at 45.11% examples, 734536 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:08,003 : INFO : EPOCH 3 - PROGRESS: at 45.44% examples, 734591 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:09,005 : INFO : EPOCH 3 - PROGRESS: at 45.78% examples, 734695 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:10,007 : INFO : EPOCH 3 - PROGRESS: at 46.12% examples, 734707 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:38:11,017 : INFO : EPOCH 3 - PROGRESS: at 46.48% examples, 734734 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:12,017 : INFO : EPOCH 3 - PROGRESS: at 46.84% examples, 734881 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:13,030 : INFO : EPOCH 3 - PROGRESS: at 47.20% examples, 734894 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:38:14,036 : INFO : EPOCH 3 - PROGRESS: at 47.58% examples, 734952 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:38:15,042 : INFO : EPOCH 3 - PROGRESS: at 47.93% examples, 734914 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:16,055 : INFO : EPOCH 3 - PROGRESS: at 48.31% examples, 734961 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:17,067 : INFO : EPOCH 3 - PROGRESS: at 48.67% examples, 734903 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:38:18,073 : INFO : EPOCH 3 - PROGRESS: at 49.03% examples, 734988 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:19,079 : INFO : EPOCH 3 - PROGRESS: at 49.39% examples, 735040 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:20,079 : INFO : EPOCH 3 - PROGRESS: at 49.73% examples, 735030 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:21,086 : INFO : EPOCH 3 - PROGRESS: at 50.08% examples, 735091 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:22,089 : INFO : EPOCH 3 - PROGRESS: at 50.41% examples, 735168 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:23,106 : INFO : EPOCH 3 - PROGRESS: at 50.77% examples, 735159 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:24,126 : INFO : EPOCH 3 - PROGRESS: at 51.12% examples, 735182 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:25,134 : INFO : EPOCH 3 - PROGRESS: at 51.49% examples, 735219 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:26,142 : INFO : EPOCH 3 - PROGRESS: at 51.83% examples, 735314 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:27,143 : INFO : EPOCH 3 - PROGRESS: at 52.18% examples, 735268 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:28,145 : INFO : EPOCH 3 - PROGRESS: at 52.55% examples, 735240 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:29,159 : INFO : EPOCH 3 - PROGRESS: at 52.90% examples, 735276 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:30,160 : INFO : EPOCH 3 - PROGRESS: at 53.25% examples, 735293 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:31,161 : INFO : EPOCH 3 - PROGRESS: at 53.58% examples, 735327 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:32,164 : INFO : EPOCH 3 - PROGRESS: at 53.93% examples, 735424 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:33,194 : INFO : EPOCH 3 - PROGRESS: at 54.29% examples, 735364 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:34,219 : INFO : EPOCH 3 - PROGRESS: at 54.67% examples, 735387 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:38:35,222 : INFO : EPOCH 3 - PROGRESS: at 55.03% examples, 735484 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:36,226 : INFO : EPOCH 3 - PROGRESS: at 55.39% examples, 735472 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:37,230 : INFO : EPOCH 3 - PROGRESS: at 55.72% examples, 735529 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:38,236 : INFO : EPOCH 3 - PROGRESS: at 56.10% examples, 735488 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:39,240 : INFO : EPOCH 3 - PROGRESS: at 56.47% examples, 735529 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:40,260 : INFO : EPOCH 3 - PROGRESS: at 56.81% examples, 735525 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:41,262 : INFO : EPOCH 3 - PROGRESS: at 57.16% examples, 735558 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:42,265 : INFO : EPOCH 3 - PROGRESS: at 57.50% examples, 735628 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:43,278 : INFO : EPOCH 3 - PROGRESS: at 57.89% examples, 735638 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:44,291 : INFO : EPOCH 3 - PROGRESS: at 58.26% examples, 735602 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:45,295 : INFO : EPOCH 3 - PROGRESS: at 58.62% examples, 735703 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:46,300 : INFO : EPOCH 3 - PROGRESS: at 58.97% examples, 735732 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:47,304 : INFO : EPOCH 3 - PROGRESS: at 59.34% examples, 735661 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:48,319 : INFO : EPOCH 3 - PROGRESS: at 59.70% examples, 735613 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:49,320 : INFO : EPOCH 3 - PROGRESS: at 60.09% examples, 735645 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:38:50,329 : INFO : EPOCH 3 - PROGRESS: at 60.43% examples, 735646 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:51,348 : INFO : EPOCH 3 - PROGRESS: at 60.80% examples, 735715 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:38:52,352 : INFO : EPOCH 3 - PROGRESS: at 61.16% examples, 735711 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:53,359 : INFO : EPOCH 3 - PROGRESS: at 61.51% examples, 735738 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:54,376 : INFO : EPOCH 3 - PROGRESS: at 61.86% examples, 735736 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:55,379 : INFO : EPOCH 3 - PROGRESS: at 62.23% examples, 735777 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:38:56,394 : INFO : EPOCH 3 - PROGRESS: at 62.59% examples, 735737 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:57,396 : INFO : EPOCH 3 - PROGRESS: at 62.94% examples, 735751 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:58,400 : INFO : EPOCH 3 - PROGRESS: at 63.32% examples, 735780 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:38:59,400 : INFO : EPOCH 3 - PROGRESS: at 63.67% examples, 735819 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:00,408 : INFO : EPOCH 3 - PROGRESS: at 64.02% examples, 735798 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:01,411 : INFO : EPOCH 3 - PROGRESS: at 64.39% examples, 735776 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:02,429 : INFO : EPOCH 3 - PROGRESS: at 64.74% examples, 735819 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:03,450 : INFO : EPOCH 3 - PROGRESS: at 65.10% examples, 735848 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:04,458 : INFO : EPOCH 3 - PROGRESS: at 65.47% examples, 735861 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:05,465 : INFO : EPOCH 3 - PROGRESS: at 65.83% examples, 735878 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:06,479 : INFO : EPOCH 3 - PROGRESS: at 66.19% examples, 735914 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:39:07,481 : INFO : EPOCH 3 - PROGRESS: at 66.56% examples, 735913 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:08,494 : INFO : EPOCH 3 - PROGRESS: at 66.91% examples, 735949 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:09,498 : INFO : EPOCH 3 - PROGRESS: at 67.26% examples, 736014 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:10,519 : INFO : EPOCH 3 - PROGRESS: at 67.62% examples, 735946 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:11,521 : INFO : EPOCH 3 - PROGRESS: at 68.01% examples, 735973 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:12,526 : INFO : EPOCH 3 - PROGRESS: at 68.37% examples, 735964 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:13,527 : INFO : EPOCH 3 - PROGRESS: at 68.73% examples, 735978 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:14,532 : INFO : EPOCH 3 - PROGRESS: at 69.12% examples, 735958 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:15,546 : INFO : EPOCH 3 - PROGRESS: at 69.51% examples, 735955 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:16,550 : INFO : EPOCH 3 - PROGRESS: at 69.90% examples, 735888 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:17,555 : INFO : EPOCH 3 - PROGRESS: at 70.28% examples, 735925 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:18,573 : INFO : EPOCH 3 - PROGRESS: at 70.62% examples, 735919 words/s, in_qsize 7, out_qsize 1
2020-07-23 22:39:19,576 : INFO : EPOCH 3 - PROGRESS: at 70.97% examples, 735984 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:20,577 : INFO : EPOCH 3 - PROGRESS: at 71.34% examples, 735959 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:21,591 : INFO : EPOCH 3 - PROGRESS: at 71.67% examples, 735943 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:22,603 : INFO : EPOCH 3 - PROGRESS: at 72.01% examples, 735989 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:23,620 : INFO : EPOCH 3 - PROGRESS: at 72.39% examples, 735963 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:24,623 : INFO : EPOCH 3 - PROGRESS: at 72.76% examples, 735950 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:39:25,627 : INFO : EPOCH 3 - PROGRESS: at 73.11% examples, 735974 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:39:26,632 : INFO : EPOCH 3 - PROGRESS: at 73.48% examples, 735960 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:27,639 : INFO : EPOCH 3 - PROGRESS: at 73.85% examples, 735905 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:28,643 : INFO : EPOCH 3 - PROGRESS: at 74.19% examples, 735902 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:29,660 : INFO : EPOCH 3 - PROGRESS: at 74.55% examples, 735869 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:30,663 : INFO : EPOCH 3 - PROGRESS: at 74.92% examples, 735928 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:31,667 : INFO : EPOCH 3 - PROGRESS: at 75.24% examples, 735947 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:32,677 : INFO : EPOCH 3 - PROGRESS: at 75.59% examples, 735947 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:39:33,679 : INFO : EPOCH 3 - PROGRESS: at 75.93% examples, 736001 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:34,686 : INFO : EPOCH 3 - PROGRESS: at 76.30% examples, 735982 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:35,692 : INFO : EPOCH 3 - PROGRESS: at 76.65% examples, 735986 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:36,704 : INFO : EPOCH 3 - PROGRESS: at 77.00% examples, 735982 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:37,704 : INFO : EPOCH 3 - PROGRESS: at 77.37% examples, 736017 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:38,709 : INFO : EPOCH 3 - PROGRESS: at 77.72% examples, 735856 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:39,711 : INFO : EPOCH 3 - PROGRESS: at 78.06% examples, 735753 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:40,731 : INFO : EPOCH 3 - PROGRESS: at 78.39% examples, 735458 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:41,735 : INFO : EPOCH 3 - PROGRESS: at 78.67% examples, 735021 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:42,737 : INFO : EPOCH 3 - PROGRESS: at 79.03% examples, 735068 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:43,741 : INFO : EPOCH 3 - PROGRESS: at 79.38% examples, 735084 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:44,747 : INFO : EPOCH 3 - PROGRESS: at 79.75% examples, 735070 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:45,747 : INFO : EPOCH 3 - PROGRESS: at 80.11% examples, 735182 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:46,755 : INFO : EPOCH 3 - PROGRESS: at 80.49% examples, 735179 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:47,769 : INFO : EPOCH 3 - PROGRESS: at 80.85% examples, 735203 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:48,783 : INFO : EPOCH 3 - PROGRESS: at 81.22% examples, 735194 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:49,792 : INFO : EPOCH 3 - PROGRESS: at 81.56% examples, 735225 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:50,798 : INFO : EPOCH 3 - PROGRESS: at 81.95% examples, 735209 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:51,806 : INFO : EPOCH 3 - PROGRESS: at 82.30% examples, 735220 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:52,816 : INFO : EPOCH 3 - PROGRESS: at 82.64% examples, 735260 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:53,821 : INFO : EPOCH 3 - PROGRESS: at 83.01% examples, 735311 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:54,824 : INFO : EPOCH 3 - PROGRESS: at 83.40% examples, 735282 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:55,828 : INFO : EPOCH 3 - PROGRESS: at 83.76% examples, 735317 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:56,834 : INFO : EPOCH 3 - PROGRESS: at 84.12% examples, 735302 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:57,837 : INFO : EPOCH 3 - PROGRESS: at 84.45% examples, 735299 words/s, in_qsize 7, out_qsize 1
2020-07-23 22:39:58,837 : INFO : EPOCH 3 - PROGRESS: at 84.80% examples, 735293 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:39:59,839 : INFO : EPOCH 3 - PROGRESS: at 85.16% examples, 735354 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:00,846 : INFO : EPOCH 3 - PROGRESS: at 85.51% examples, 735350 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:01,846 : INFO : EPOCH 3 - PROGRESS: at 85.85% examples, 735423 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:02,847 : INFO : EPOCH 3 - PROGRESS: at 86.18% examples, 735423 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:03,860 : INFO : EPOCH 3 - PROGRESS: at 86.53% examples, 735457 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:04,882 : INFO : EPOCH 3 - PROGRESS: at 86.91% examples, 735446 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:05,887 : INFO : EPOCH 3 - PROGRESS: at 87.27% examples, 735472 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:06,897 : INFO : EPOCH 3 - PROGRESS: at 87.65% examples, 735428 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:07,914 : INFO : EPOCH 3 - PROGRESS: at 88.03% examples, 735397 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:08,915 : INFO : EPOCH 3 - PROGRESS: at 88.36% examples, 735447 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:09,927 : INFO : EPOCH 3 - PROGRESS: at 88.75% examples, 735435 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:10,944 : INFO : EPOCH 3 - PROGRESS: at 89.11% examples, 735426 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:11,948 : INFO : EPOCH 3 - PROGRESS: at 89.46% examples, 735441 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:12,952 : INFO : EPOCH 3 - PROGRESS: at 89.82% examples, 735458 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:13,953 : INFO : EPOCH 3 - PROGRESS: at 90.19% examples, 735421 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:14,966 : INFO : EPOCH 3 - PROGRESS: at 90.55% examples, 735430 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:15,966 : INFO : EPOCH 3 - PROGRESS: at 90.91% examples, 735415 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:16,973 : INFO : EPOCH 3 - PROGRESS: at 91.28% examples, 735424 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:40:17,974 : INFO : EPOCH 3 - PROGRESS: at 91.63% examples, 735414 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:18,975 : INFO : EPOCH 3 - PROGRESS: at 92.00% examples, 735408 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:19,982 : INFO : EPOCH 3 - PROGRESS: at 92.34% examples, 735411 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:21,000 : INFO : EPOCH 3 - PROGRESS: at 92.71% examples, 735407 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:22,004 : INFO : EPOCH 3 - PROGRESS: at 93.06% examples, 735432 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:23,020 : INFO : EPOCH 3 - PROGRESS: at 93.44% examples, 735411 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:24,037 : INFO : EPOCH 3 - PROGRESS: at 93.80% examples, 735315 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:25,052 : INFO : EPOCH 3 - PROGRESS: at 94.14% examples, 735306 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:26,055 : INFO : EPOCH 3 - PROGRESS: at 94.54% examples, 735311 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:27,057 : INFO : EPOCH 3 - PROGRESS: at 94.90% examples, 735310 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:28,078 : INFO : EPOCH 3 - PROGRESS: at 95.26% examples, 735315 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:29,085 : INFO : EPOCH 3 - PROGRESS: at 95.63% examples, 735331 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:30,089 : INFO : EPOCH 3 - PROGRESS: at 95.99% examples, 735325 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:31,105 : INFO : EPOCH 3 - PROGRESS: at 96.34% examples, 735353 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:32,111 : INFO : EPOCH 3 - PROGRESS: at 96.73% examples, 735362 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:33,115 : INFO : EPOCH 3 - PROGRESS: at 97.07% examples, 735412 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:40:34,115 : INFO : EPOCH 3 - PROGRESS: at 97.43% examples, 735419 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:35,115 : INFO : EPOCH 3 - PROGRESS: at 97.78% examples, 735440 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:36,119 : INFO : EPOCH 3 - PROGRESS: at 98.13% examples, 735394 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:37,127 : INFO : EPOCH 3 - PROGRESS: at 98.49% examples, 735417 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:40:38,128 : INFO : EPOCH 3 - PROGRESS: at 98.84% examples, 735436 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:39,129 : INFO : EPOCH 3 - PROGRESS: at 99.20% examples, 735438 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:40,140 : INFO : EPOCH 3 - PROGRESS: at 99.52% examples, 735474 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:41,147 : INFO : EPOCH 3 - PROGRESS: at 99.88% examples, 735479 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:40:41,465 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 22:40:41,478 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 22:40:41,481 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 22:40:41,488 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 22:40:41,489 : INFO : EPOCH - 3 : training on 265595784 raw words (206234379 effective words) took 280.4s, 735504 effective words/s
2020-07-23 22:40:42,498 : INFO : EPOCH 4 - PROGRESS: at 0.36% examples, 710162 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:40:43,508 : INFO : EPOCH 4 - PROGRESS: at 0.73% examples, 716976 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:44,515 : INFO : EPOCH 4 - PROGRESS: at 1.09% examples, 728240 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:45,523 : INFO : EPOCH 4 - PROGRESS: at 1.45% examples, 731531 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:46,526 : INFO : EPOCH 4 - PROGRESS: at 1.81% examples, 734825 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:47,537 : INFO : EPOCH 4 - PROGRESS: at 2.16% examples, 734383 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:48,546 : INFO : EPOCH 4 - PROGRESS: at 2.51% examples, 735632 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:49,557 : INFO : EPOCH 4 - PROGRESS: at 2.89% examples, 735118 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:50,576 : INFO : EPOCH 4 - PROGRESS: at 3.25% examples, 733915 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:40:51,579 : INFO : EPOCH 4 - PROGRESS: at 3.62% examples, 735083 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:52,587 : INFO : EPOCH 4 - PROGRESS: at 3.98% examples, 734825 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:53,603 : INFO : EPOCH 4 - PROGRESS: at 4.31% examples, 734457 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:54,603 : INFO : EPOCH 4 - PROGRESS: at 4.66% examples, 735371 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:55,604 : INFO : EPOCH 4 - PROGRESS: at 5.03% examples, 735937 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:56,617 : INFO : EPOCH 4 - PROGRESS: at 5.39% examples, 735705 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:57,620 : INFO : EPOCH 4 - PROGRESS: at 5.74% examples, 736521 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:58,624 : INFO : EPOCH 4 - PROGRESS: at 6.10% examples, 736613 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:40:59,636 : INFO : EPOCH 4 - PROGRESS: at 6.46% examples, 736471 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:00,646 : INFO : EPOCH 4 - PROGRESS: at 6.83% examples, 736348 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:01,647 : INFO : EPOCH 4 - PROGRESS: at 7.20% examples, 736801 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:02,650 : INFO : EPOCH 4 - PROGRESS: at 7.54% examples, 736759 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:03,676 : INFO : EPOCH 4 - PROGRESS: at 7.89% examples, 736372 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:04,679 : INFO : EPOCH 4 - PROGRESS: at 8.28% examples, 736699 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:05,684 : INFO : EPOCH 4 - PROGRESS: at 8.66% examples, 736780 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:06,688 : INFO : EPOCH 4 - PROGRESS: at 9.03% examples, 737084 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:07,699 : INFO : EPOCH 4 - PROGRESS: at 9.41% examples, 736870 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:08,704 : INFO : EPOCH 4 - PROGRESS: at 9.76% examples, 737049 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:09,707 : INFO : EPOCH 4 - PROGRESS: at 10.15% examples, 736745 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:10,711 : INFO : EPOCH 4 - PROGRESS: at 10.53% examples, 736561 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:11,713 : INFO : EPOCH 4 - PROGRESS: at 10.90% examples, 736834 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:12,723 : INFO : EPOCH 4 - PROGRESS: at 11.26% examples, 736698 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:13,727 : INFO : EPOCH 4 - PROGRESS: at 11.62% examples, 736518 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:14,728 : INFO : EPOCH 4 - PROGRESS: at 11.97% examples, 736711 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:15,736 : INFO : EPOCH 4 - PROGRESS: at 12.30% examples, 737077 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:16,742 : INFO : EPOCH 4 - PROGRESS: at 12.67% examples, 737146 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:17,749 : INFO : EPOCH 4 - PROGRESS: at 13.03% examples, 736888 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:41:18,749 : INFO : EPOCH 4 - PROGRESS: at 13.40% examples, 736746 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:19,752 : INFO : EPOCH 4 - PROGRESS: at 13.76% examples, 736901 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:20,754 : INFO : EPOCH 4 - PROGRESS: at 14.11% examples, 737294 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:21,760 : INFO : EPOCH 4 - PROGRESS: at 14.44% examples, 737233 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:41:22,763 : INFO : EPOCH 4 - PROGRESS: at 14.80% examples, 737224 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:23,765 : INFO : EPOCH 4 - PROGRESS: at 15.16% examples, 737377 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:24,765 : INFO : EPOCH 4 - PROGRESS: at 15.52% examples, 737302 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:25,770 : INFO : EPOCH 4 - PROGRESS: at 15.87% examples, 737347 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:26,771 : INFO : EPOCH 4 - PROGRESS: at 16.25% examples, 737134 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:27,773 : INFO : EPOCH 4 - PROGRESS: at 16.62% examples, 737015 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:28,783 : INFO : EPOCH 4 - PROGRESS: at 16.98% examples, 737188 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:29,785 : INFO : EPOCH 4 - PROGRESS: at 17.36% examples, 736863 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:30,788 : INFO : EPOCH 4 - PROGRESS: at 17.73% examples, 736889 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:31,803 : INFO : EPOCH 4 - PROGRESS: at 18.10% examples, 736750 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:32,831 : INFO : EPOCH 4 - PROGRESS: at 18.46% examples, 736766 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:33,842 : INFO : EPOCH 4 - PROGRESS: at 18.81% examples, 737065 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:41:34,857 : INFO : EPOCH 4 - PROGRESS: at 19.20% examples, 736760 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:35,858 : INFO : EPOCH 4 - PROGRESS: at 19.57% examples, 736710 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:36,869 : INFO : EPOCH 4 - PROGRESS: at 19.91% examples, 736779 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:37,876 : INFO : EPOCH 4 - PROGRESS: at 20.29% examples, 736700 words/s, in_qsize 7, out_qsize 1
2020-07-23 22:41:38,901 : INFO : EPOCH 4 - PROGRESS: at 20.64% examples, 736771 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:39,912 : INFO : EPOCH 4 - PROGRESS: at 21.00% examples, 736340 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:40,915 : INFO : EPOCH 4 - PROGRESS: at 21.36% examples, 736321 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:41,921 : INFO : EPOCH 4 - PROGRESS: at 21.72% examples, 736560 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:42,930 : INFO : EPOCH 4 - PROGRESS: at 22.09% examples, 736526 words/s, in_qsize 7, out_qsize 1
2020-07-23 22:41:43,935 : INFO : EPOCH 4 - PROGRESS: at 22.46% examples, 736469 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:44,948 : INFO : EPOCH 4 - PROGRESS: at 22.82% examples, 736338 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:45,958 : INFO : EPOCH 4 - PROGRESS: at 23.19% examples, 736494 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:46,974 : INFO : EPOCH 4 - PROGRESS: at 23.52% examples, 736590 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:47,977 : INFO : EPOCH 4 - PROGRESS: at 23.88% examples, 736574 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:48,977 : INFO : EPOCH 4 - PROGRESS: at 24.26% examples, 736405 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:49,989 : INFO : EPOCH 4 - PROGRESS: at 24.63% examples, 736435 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:51,002 : INFO : EPOCH 4 - PROGRESS: at 24.98% examples, 736572 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:52,005 : INFO : EPOCH 4 - PROGRESS: at 25.34% examples, 736516 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:41:53,020 : INFO : EPOCH 4 - PROGRESS: at 25.72% examples, 736522 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:54,032 : INFO : EPOCH 4 - PROGRESS: at 26.10% examples, 736461 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:55,033 : INFO : EPOCH 4 - PROGRESS: at 26.47% examples, 736416 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:56,040 : INFO : EPOCH 4 - PROGRESS: at 26.82% examples, 736490 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:57,050 : INFO : EPOCH 4 - PROGRESS: at 27.16% examples, 736659 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:41:58,053 : INFO : EPOCH 4 - PROGRESS: at 27.52% examples, 736624 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:41:59,061 : INFO : EPOCH 4 - PROGRESS: at 27.88% examples, 736517 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:00,069 : INFO : EPOCH 4 - PROGRESS: at 28.20% examples, 736473 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:01,089 : INFO : EPOCH 4 - PROGRESS: at 28.55% examples, 736467 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:02,096 : INFO : EPOCH 4 - PROGRESS: at 28.93% examples, 736643 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:03,116 : INFO : EPOCH 4 - PROGRESS: at 29.31% examples, 736544 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:04,126 : INFO : EPOCH 4 - PROGRESS: at 29.70% examples, 736393 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:05,127 : INFO : EPOCH 4 - PROGRESS: at 30.04% examples, 736593 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:06,130 : INFO : EPOCH 4 - PROGRESS: at 30.41% examples, 736486 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:07,153 : INFO : EPOCH 4 - PROGRESS: at 30.76% examples, 736481 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:08,162 : INFO : EPOCH 4 - PROGRESS: at 31.15% examples, 736442 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:42:09,167 : INFO : EPOCH 4 - PROGRESS: at 31.52% examples, 736451 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:42:10,176 : INFO : EPOCH 4 - PROGRESS: at 31.90% examples, 736510 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:11,183 : INFO : EPOCH 4 - PROGRESS: at 32.29% examples, 736541 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:12,188 : INFO : EPOCH 4 - PROGRESS: at 32.63% examples, 736481 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:42:13,194 : INFO : EPOCH 4 - PROGRESS: at 32.98% examples, 736593 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:14,195 : INFO : EPOCH 4 - PROGRESS: at 33.36% examples, 736644 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:15,196 : INFO : EPOCH 4 - PROGRESS: at 33.73% examples, 736634 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:16,205 : INFO : EPOCH 4 - PROGRESS: at 34.11% examples, 736550 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:42:17,207 : INFO : EPOCH 4 - PROGRESS: at 34.47% examples, 736645 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:18,224 : INFO : EPOCH 4 - PROGRESS: at 34.83% examples, 736473 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:19,233 : INFO : EPOCH 4 - PROGRESS: at 35.15% examples, 736132 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:20,240 : INFO : EPOCH 4 - PROGRESS: at 35.51% examples, 735856 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:21,241 : INFO : EPOCH 4 - PROGRESS: at 35.79% examples, 734537 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:22,250 : INFO : EPOCH 4 - PROGRESS: at 36.16% examples, 734324 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:23,251 : INFO : EPOCH 4 - PROGRESS: at 36.51% examples, 734535 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:24,266 : INFO : EPOCH 4 - PROGRESS: at 36.88% examples, 734497 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:25,278 : INFO : EPOCH 4 - PROGRESS: at 37.22% examples, 734624 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:26,289 : INFO : EPOCH 4 - PROGRESS: at 37.58% examples, 734586 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:27,291 : INFO : EPOCH 4 - PROGRESS: at 37.94% examples, 734656 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:28,303 : INFO : EPOCH 4 - PROGRESS: at 38.28% examples, 734705 words/s, in_qsize 8, out_qsize 1
2020-07-23 22:42:29,305 : INFO : EPOCH 4 - PROGRESS: at 38.65% examples, 734778 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:30,316 : INFO : EPOCH 4 - PROGRESS: at 39.01% examples, 734762 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:31,321 : INFO : EPOCH 4 - PROGRESS: at 39.34% examples, 734866 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:32,325 : INFO : EPOCH 4 - PROGRESS: at 39.68% examples, 734881 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:42:33,352 : INFO : EPOCH 4 - PROGRESS: at 40.04% examples, 734887 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:34,359 : INFO : EPOCH 4 - PROGRESS: at 40.40% examples, 734983 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:35,363 : INFO : EPOCH 4 - PROGRESS: at 40.76% examples, 735044 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:36,376 : INFO : EPOCH 4 - PROGRESS: at 41.11% examples, 735037 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:42:37,379 : INFO : EPOCH 4 - PROGRESS: at 41.50% examples, 735079 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:38,380 : INFO : EPOCH 4 - PROGRESS: at 41.88% examples, 735054 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:39,381 : INFO : EPOCH 4 - PROGRESS: at 42.26% examples, 735166 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:40,386 : INFO : EPOCH 4 - PROGRESS: at 42.60% examples, 735218 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:41,392 : INFO : EPOCH 4 - PROGRESS: at 42.96% examples, 735273 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:42,398 : INFO : EPOCH 4 - PROGRESS: at 43.32% examples, 735308 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:43,398 : INFO : EPOCH 4 - PROGRESS: at 43.70% examples, 735263 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:44,409 : INFO : EPOCH 4 - PROGRESS: at 44.07% examples, 735209 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:45,412 : INFO : EPOCH 4 - PROGRESS: at 44.44% examples, 735234 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:46,417 : INFO : EPOCH 4 - PROGRESS: at 44.81% examples, 735238 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:47,420 : INFO : EPOCH 4 - PROGRESS: at 45.17% examples, 735269 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:48,429 : INFO : EPOCH 4 - PROGRESS: at 45.49% examples, 735456 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:49,454 : INFO : EPOCH 4 - PROGRESS: at 45.83% examples, 735374 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:50,456 : INFO : EPOCH 4 - PROGRESS: at 46.17% examples, 735443 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:51,459 : INFO : EPOCH 4 - PROGRESS: at 46.54% examples, 735501 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:52,476 : INFO : EPOCH 4 - PROGRESS: at 46.91% examples, 735562 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:53,476 : INFO : EPOCH 4 - PROGRESS: at 47.27% examples, 735633 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:54,493 : INFO : EPOCH 4 - PROGRESS: at 47.65% examples, 735688 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:55,508 : INFO : EPOCH 4 - PROGRESS: at 48.01% examples, 735676 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:56,525 : INFO : EPOCH 4 - PROGRESS: at 48.38% examples, 735667 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:57,538 : INFO : EPOCH 4 - PROGRESS: at 48.74% examples, 735748 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:58,556 : INFO : EPOCH 4 - PROGRESS: at 49.11% examples, 735749 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:42:59,561 : INFO : EPOCH 4 - PROGRESS: at 49.47% examples, 735858 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:00,565 : INFO : EPOCH 4 - PROGRESS: at 49.80% examples, 735880 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:43:01,571 : INFO : EPOCH 4 - PROGRESS: at 50.15% examples, 735912 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:02,577 : INFO : EPOCH 4 - PROGRESS: at 50.50% examples, 735972 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:03,578 : INFO : EPOCH 4 - PROGRESS: at 50.85% examples, 736031 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:04,587 : INFO : EPOCH 4 - PROGRESS: at 51.20% examples, 736032 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:05,593 : INFO : EPOCH 4 - PROGRESS: at 51.57% examples, 736086 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:06,611 : INFO : EPOCH 4 - PROGRESS: at 51.92% examples, 736166 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:07,627 : INFO : EPOCH 4 - PROGRESS: at 52.28% examples, 736107 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:08,634 : INFO : EPOCH 4 - PROGRESS: at 52.65% examples, 736050 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:43:09,636 : INFO : EPOCH 4 - PROGRESS: at 52.98% examples, 736135 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:10,648 : INFO : EPOCH 4 - PROGRESS: at 53.34% examples, 736182 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:11,652 : INFO : EPOCH 4 - PROGRESS: at 53.67% examples, 736222 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:12,656 : INFO : EPOCH 4 - PROGRESS: at 54.03% examples, 736232 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:13,668 : INFO : EPOCH 4 - PROGRESS: at 54.38% examples, 736224 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:43:14,680 : INFO : EPOCH 4 - PROGRESS: at 54.77% examples, 736271 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:15,682 : INFO : EPOCH 4 - PROGRESS: at 55.10% examples, 736266 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:16,683 : INFO : EPOCH 4 - PROGRESS: at 55.46% examples, 736288 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:17,686 : INFO : EPOCH 4 - PROGRESS: at 55.80% examples, 736317 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:43:18,687 : INFO : EPOCH 4 - PROGRESS: at 56.18% examples, 736359 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:19,691 : INFO : EPOCH 4 - PROGRESS: at 56.55% examples, 736339 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:43:20,704 : INFO : EPOCH 4 - PROGRESS: at 56.88% examples, 736380 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:21,720 : INFO : EPOCH 4 - PROGRESS: at 57.25% examples, 736440 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:22,728 : INFO : EPOCH 4 - PROGRESS: at 57.59% examples, 736418 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:23,731 : INFO : EPOCH 4 - PROGRESS: at 57.97% examples, 736452 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:24,738 : INFO : EPOCH 4 - PROGRESS: at 58.34% examples, 736434 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:25,742 : INFO : EPOCH 4 - PROGRESS: at 58.70% examples, 736456 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:26,748 : INFO : EPOCH 4 - PROGRESS: at 59.05% examples, 736496 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:27,762 : INFO : EPOCH 4 - PROGRESS: at 59.43% examples, 736470 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:43:28,768 : INFO : EPOCH 4 - PROGRESS: at 59.80% examples, 736480 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:29,774 : INFO : EPOCH 4 - PROGRESS: at 60.18% examples, 736437 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:30,781 : INFO : EPOCH 4 - PROGRESS: at 60.51% examples, 736468 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:31,791 : INFO : EPOCH 4 - PROGRESS: at 60.87% examples, 736432 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:32,797 : INFO : EPOCH 4 - PROGRESS: at 61.24% examples, 736463 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:33,797 : INFO : EPOCH 4 - PROGRESS: at 61.58% examples, 736476 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:34,806 : INFO : EPOCH 4 - PROGRESS: at 61.94% examples, 736488 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:43:35,806 : INFO : EPOCH 4 - PROGRESS: at 62.31% examples, 736504 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:36,812 : INFO : EPOCH 4 - PROGRESS: at 62.66% examples, 736506 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:37,828 : INFO : EPOCH 4 - PROGRESS: at 63.01% examples, 736454 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:38,833 : INFO : EPOCH 4 - PROGRESS: at 63.39% examples, 736512 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:39,833 : INFO : EPOCH 4 - PROGRESS: at 63.74% examples, 736481 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:40,836 : INFO : EPOCH 4 - PROGRESS: at 64.09% examples, 736488 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:41,836 : INFO : EPOCH 4 - PROGRESS: at 64.44% examples, 736545 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:42,847 : INFO : EPOCH 4 - PROGRESS: at 64.81% examples, 736481 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:43,860 : INFO : EPOCH 4 - PROGRESS: at 65.16% examples, 736463 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:44,869 : INFO : EPOCH 4 - PROGRESS: at 65.53% examples, 736468 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:45,880 : INFO : EPOCH 4 - PROGRESS: at 65.89% examples, 736480 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:46,884 : INFO : EPOCH 4 - PROGRESS: at 66.26% examples, 736434 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:47,888 : INFO : EPOCH 4 - PROGRESS: at 66.61% examples, 736533 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:48,892 : INFO : EPOCH 4 - PROGRESS: at 66.97% examples, 736542 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:49,915 : INFO : EPOCH 4 - PROGRESS: at 67.32% examples, 736528 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:50,919 : INFO : EPOCH 4 - PROGRESS: at 67.68% examples, 736584 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:51,928 : INFO : EPOCH 4 - PROGRESS: at 68.06% examples, 736557 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:52,938 : INFO : EPOCH 4 - PROGRESS: at 68.43% examples, 736542 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:53,953 : INFO : EPOCH 4 - PROGRESS: at 68.80% examples, 736554 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:54,966 : INFO : EPOCH 4 - PROGRESS: at 69.19% examples, 736576 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:43:55,971 : INFO : EPOCH 4 - PROGRESS: at 69.58% examples, 736540 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:56,975 : INFO : EPOCH 4 - PROGRESS: at 69.96% examples, 736537 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:57,983 : INFO : EPOCH 4 - PROGRESS: at 70.34% examples, 736496 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:58,991 : INFO : EPOCH 4 - PROGRESS: at 70.68% examples, 736485 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:43:59,998 : INFO : EPOCH 4 - PROGRESS: at 71.03% examples, 736542 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:01,006 : INFO : EPOCH 4 - PROGRESS: at 71.39% examples, 736482 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:02,014 : INFO : EPOCH 4 - PROGRESS: at 71.72% examples, 736465 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:03,018 : INFO : EPOCH 4 - PROGRESS: at 72.07% examples, 736518 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:04,020 : INFO : EPOCH 4 - PROGRESS: at 72.45% examples, 736500 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:05,026 : INFO : EPOCH 4 - PROGRESS: at 72.81% examples, 736508 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:06,027 : INFO : EPOCH 4 - PROGRESS: at 73.16% examples, 736552 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:07,038 : INFO : EPOCH 4 - PROGRESS: at 73.54% examples, 736511 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:08,050 : INFO : EPOCH 4 - PROGRESS: at 73.90% examples, 736521 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:09,072 : INFO : EPOCH 4 - PROGRESS: at 74.26% examples, 736477 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:10,085 : INFO : EPOCH 4 - PROGRESS: at 74.62% examples, 736529 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:11,091 : INFO : EPOCH 4 - PROGRESS: at 74.97% examples, 736540 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:12,095 : INFO : EPOCH 4 - PROGRESS: at 75.31% examples, 736587 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:13,098 : INFO : EPOCH 4 - PROGRESS: at 75.66% examples, 736556 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:14,110 : INFO : EPOCH 4 - PROGRESS: at 76.01% examples, 736614 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:15,117 : INFO : EPOCH 4 - PROGRESS: at 76.37% examples, 736624 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:44:16,128 : INFO : EPOCH 4 - PROGRESS: at 76.74% examples, 736589 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:17,135 : INFO : EPOCH 4 - PROGRESS: at 77.09% examples, 736654 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:18,162 : INFO : EPOCH 4 - PROGRESS: at 77.45% examples, 736604 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:19,176 : INFO : EPOCH 4 - PROGRESS: at 77.83% examples, 736605 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:20,192 : INFO : EPOCH 4 - PROGRESS: at 78.18% examples, 736658 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:21,211 : INFO : EPOCH 4 - PROGRESS: at 78.54% examples, 736655 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:22,216 : INFO : EPOCH 4 - PROGRESS: at 78.88% examples, 736728 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:23,245 : INFO : EPOCH 4 - PROGRESS: at 79.23% examples, 736693 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:24,252 : INFO : EPOCH 4 - PROGRESS: at 79.61% examples, 736742 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:25,254 : INFO : EPOCH 4 - PROGRESS: at 79.98% examples, 736780 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:26,259 : INFO : EPOCH 4 - PROGRESS: at 80.34% examples, 736802 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:27,274 : INFO : EPOCH 4 - PROGRESS: at 80.70% examples, 736807 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:28,282 : INFO : EPOCH 4 - PROGRESS: at 81.07% examples, 736847 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:29,289 : INFO : EPOCH 4 - PROGRESS: at 81.42% examples, 736857 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:44:30,304 : INFO : EPOCH 4 - PROGRESS: at 81.79% examples, 736847 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:31,308 : INFO : EPOCH 4 - PROGRESS: at 82.17% examples, 736858 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:32,308 : INFO : EPOCH 4 - PROGRESS: at 82.50% examples, 736875 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:33,314 : INFO : EPOCH 4 - PROGRESS: at 82.86% examples, 736895 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:34,323 : INFO : EPOCH 4 - PROGRESS: at 83.23% examples, 736879 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:35,327 : INFO : EPOCH 4 - PROGRESS: at 83.61% examples, 736866 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:36,328 : INFO : EPOCH 4 - PROGRESS: at 83.98% examples, 736882 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:37,334 : INFO : EPOCH 4 - PROGRESS: at 84.30% examples, 736888 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:38,337 : INFO : EPOCH 4 - PROGRESS: at 84.66% examples, 736893 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:39,343 : INFO : EPOCH 4 - PROGRESS: at 85.02% examples, 736895 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:40,344 : INFO : EPOCH 4 - PROGRESS: at 85.37% examples, 736918 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:41,346 : INFO : EPOCH 4 - PROGRESS: at 85.71% examples, 736941 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:42,348 : INFO : EPOCH 4 - PROGRESS: at 86.06% examples, 737020 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:43,356 : INFO : EPOCH 4 - PROGRESS: at 86.40% examples, 737088 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:44,366 : INFO : EPOCH 4 - PROGRESS: at 86.77% examples, 737102 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:45,379 : INFO : EPOCH 4 - PROGRESS: at 87.13% examples, 737062 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:44:46,383 : INFO : EPOCH 4 - PROGRESS: at 87.50% examples, 737091 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:47,396 : INFO : EPOCH 4 - PROGRESS: at 87.91% examples, 737050 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:48,407 : INFO : EPOCH 4 - PROGRESS: at 88.24% examples, 737094 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:49,412 : INFO : EPOCH 4 - PROGRESS: at 88.61% examples, 737044 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:50,414 : INFO : EPOCH 4 - PROGRESS: at 88.97% examples, 737064 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:44:51,422 : INFO : EPOCH 4 - PROGRESS: at 89.32% examples, 737075 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:52,423 : INFO : EPOCH 4 - PROGRESS: at 89.70% examples, 737090 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:53,425 : INFO : EPOCH 4 - PROGRESS: at 90.05% examples, 737043 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:54,427 : INFO : EPOCH 4 - PROGRESS: at 90.42% examples, 737049 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:55,429 : INFO : EPOCH 4 - PROGRESS: at 90.77% examples, 737067 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:44:56,432 : INFO : EPOCH 4 - PROGRESS: at 91.13% examples, 737082 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:57,435 : INFO : EPOCH 4 - PROGRESS: at 91.51% examples, 737018 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:58,438 : INFO : EPOCH 4 - PROGRESS: at 91.86% examples, 736965 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:44:59,451 : INFO : EPOCH 4 - PROGRESS: at 92.20% examples, 736834 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:00,463 : INFO : EPOCH 4 - PROGRESS: at 92.54% examples, 736704 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:01,485 : INFO : EPOCH 4 - PROGRESS: at 92.85% examples, 736151 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:02,492 : INFO : EPOCH 4 - PROGRESS: at 93.19% examples, 736191 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:03,493 : INFO : EPOCH 4 - PROGRESS: at 93.54% examples, 736191 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:04,505 : INFO : EPOCH 4 - PROGRESS: at 93.94% examples, 736183 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:05,507 : INFO : EPOCH 4 - PROGRESS: at 94.29% examples, 736160 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:06,512 : INFO : EPOCH 4 - PROGRESS: at 94.68% examples, 736169 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:07,517 : INFO : EPOCH 4 - PROGRESS: at 95.02% examples, 736142 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:45:08,525 : INFO : EPOCH 4 - PROGRESS: at 95.40% examples, 736163 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:09,533 : INFO : EPOCH 4 - PROGRESS: at 95.76% examples, 736188 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:10,535 : INFO : EPOCH 4 - PROGRESS: at 96.11% examples, 736240 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:45:11,540 : INFO : EPOCH 4 - PROGRESS: at 96.48% examples, 736250 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:12,552 : INFO : EPOCH 4 - PROGRESS: at 96.85% examples, 736214 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:13,552 : INFO : EPOCH 4 - PROGRESS: at 97.19% examples, 736242 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:14,555 : INFO : EPOCH 4 - PROGRESS: at 97.55% examples, 736210 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:15,556 : INFO : EPOCH 4 - PROGRESS: at 97.89% examples, 736258 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:16,583 : INFO : EPOCH 4 - PROGRESS: at 98.25% examples, 736201 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:17,587 : INFO : EPOCH 4 - PROGRESS: at 98.61% examples, 736248 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:18,587 : INFO : EPOCH 4 - PROGRESS: at 98.99% examples, 736233 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:19,602 : INFO : EPOCH 4 - PROGRESS: at 99.33% examples, 736247 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:20,604 : INFO : EPOCH 4 - PROGRESS: at 99.65% examples, 736268 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:21,561 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 22:45:21,563 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 22:45:21,581 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 22:45:21,596 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 22:45:21,597 : INFO : EPOCH - 4 : training on 265595784 raw words (206231924 effective words) took 280.1s, 736264 effective words/s
2020-07-23 22:45:22,604 : INFO : EPOCH 5 - PROGRESS: at 0.36% examples, 704586 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:23,607 : INFO : EPOCH 5 - PROGRESS: at 0.73% examples, 720330 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:45:24,612 : INFO : EPOCH 5 - PROGRESS: at 1.09% examples, 728546 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:25,616 : INFO : EPOCH 5 - PROGRESS: at 1.44% examples, 730740 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:26,631 : INFO : EPOCH 5 - PROGRESS: at 1.80% examples, 732631 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:27,633 : INFO : EPOCH 5 - PROGRESS: at 2.15% examples, 734188 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:28,648 : INFO : EPOCH 5 - PROGRESS: at 2.51% examples, 735108 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:29,655 : INFO : EPOCH 5 - PROGRESS: at 2.88% examples, 733613 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:30,661 : INFO : EPOCH 5 - PROGRESS: at 3.24% examples, 734402 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:31,667 : INFO : EPOCH 5 - PROGRESS: at 3.61% examples, 734247 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:32,668 : INFO : EPOCH 5 - PROGRESS: at 3.97% examples, 734528 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:33,674 : INFO : EPOCH 5 - PROGRESS: at 4.30% examples, 734335 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:34,678 : INFO : EPOCH 5 - PROGRESS: at 4.64% examples, 734311 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:35,680 : INFO : EPOCH 5 - PROGRESS: at 5.01% examples, 734813 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:36,684 : INFO : EPOCH 5 - PROGRESS: at 5.38% examples, 734636 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:37,701 : INFO : EPOCH 5 - PROGRESS: at 5.73% examples, 735016 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:38,704 : INFO : EPOCH 5 - PROGRESS: at 6.09% examples, 735941 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:39,713 : INFO : EPOCH 5 - PROGRESS: at 6.44% examples, 735776 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:40,720 : INFO : EPOCH 5 - PROGRESS: at 6.82% examples, 735987 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:41,723 : INFO : EPOCH 5 - PROGRESS: at 7.17% examples, 735337 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:45:42,730 : INFO : EPOCH 5 - PROGRESS: at 7.51% examples, 735441 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:43,741 : INFO : EPOCH 5 - PROGRESS: at 7.87% examples, 736037 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:44,754 : INFO : EPOCH 5 - PROGRESS: at 8.25% examples, 735502 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:45,754 : INFO : EPOCH 5 - PROGRESS: at 8.64% examples, 735820 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:46,763 : INFO : EPOCH 5 - PROGRESS: at 8.99% examples, 735644 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:47,780 : INFO : EPOCH 5 - PROGRESS: at 9.38% examples, 735459 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:48,800 : INFO : EPOCH 5 - PROGRESS: at 9.74% examples, 735478 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:49,812 : INFO : EPOCH 5 - PROGRESS: at 10.13% examples, 735297 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:50,815 : INFO : EPOCH 5 - PROGRESS: at 10.50% examples, 735088 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:51,832 : INFO : EPOCH 5 - PROGRESS: at 10.88% examples, 734899 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:52,843 : INFO : EPOCH 5 - PROGRESS: at 11.24% examples, 735047 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:53,857 : INFO : EPOCH 5 - PROGRESS: at 11.61% examples, 734872 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:54,866 : INFO : EPOCH 5 - PROGRESS: at 11.96% examples, 735448 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:55,881 : INFO : EPOCH 5 - PROGRESS: at 12.29% examples, 735883 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:56,894 : INFO : EPOCH 5 - PROGRESS: at 12.66% examples, 735693 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:57,896 : INFO : EPOCH 5 - PROGRESS: at 13.03% examples, 736022 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:58,896 : INFO : EPOCH 5 - PROGRESS: at 13.40% examples, 735633 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:45:59,906 : INFO : EPOCH 5 - PROGRESS: at 13.75% examples, 735798 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:00,928 : INFO : EPOCH 5 - PROGRESS: at 14.10% examples, 735540 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:01,933 : INFO : EPOCH 5 - PROGRESS: at 14.44% examples, 735871 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:46:02,944 : INFO : EPOCH 5 - PROGRESS: at 14.79% examples, 735783 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:03,945 : INFO : EPOCH 5 - PROGRESS: at 15.15% examples, 735920 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:04,945 : INFO : EPOCH 5 - PROGRESS: at 15.51% examples, 735627 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:05,948 : INFO : EPOCH 5 - PROGRESS: at 15.86% examples, 735885 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:06,961 : INFO : EPOCH 5 - PROGRESS: at 16.24% examples, 735662 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:07,970 : INFO : EPOCH 5 - PROGRESS: at 16.62% examples, 735615 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:08,972 : INFO : EPOCH 5 - PROGRESS: at 16.98% examples, 735955 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:09,975 : INFO : EPOCH 5 - PROGRESS: at 17.37% examples, 735745 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:46:10,981 : INFO : EPOCH 5 - PROGRESS: at 17.74% examples, 735966 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:11,983 : INFO : EPOCH 5 - PROGRESS: at 18.10% examples, 735789 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:13,004 : INFO : EPOCH 5 - PROGRESS: at 18.46% examples, 735870 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:46:14,012 : INFO : EPOCH 5 - PROGRESS: at 18.81% examples, 736218 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:15,024 : INFO : EPOCH 5 - PROGRESS: at 19.20% examples, 735984 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:16,029 : INFO : EPOCH 5 - PROGRESS: at 19.57% examples, 735897 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:17,029 : INFO : EPOCH 5 - PROGRESS: at 19.91% examples, 735995 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:46:18,043 : INFO : EPOCH 5 - PROGRESS: at 20.28% examples, 735857 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:19,046 : INFO : EPOCH 5 - PROGRESS: at 20.64% examples, 736194 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:20,057 : INFO : EPOCH 5 - PROGRESS: at 21.00% examples, 735894 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:21,060 : INFO : EPOCH 5 - PROGRESS: at 21.36% examples, 735881 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:46:22,066 : INFO : EPOCH 5 - PROGRESS: at 21.72% examples, 735990 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:23,075 : INFO : EPOCH 5 - PROGRESS: at 22.08% examples, 735855 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:24,080 : INFO : EPOCH 5 - PROGRESS: at 22.46% examples, 735951 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:25,085 : INFO : EPOCH 5 - PROGRESS: at 22.81% examples, 735901 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:26,096 : INFO : EPOCH 5 - PROGRESS: at 23.18% examples, 735970 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:27,101 : INFO : EPOCH 5 - PROGRESS: at 23.51% examples, 736164 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:28,113 : INFO : EPOCH 5 - PROGRESS: at 23.87% examples, 736072 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:29,117 : INFO : EPOCH 5 - PROGRESS: at 24.26% examples, 735960 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:30,119 : INFO : EPOCH 5 - PROGRESS: at 24.62% examples, 735902 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:31,120 : INFO : EPOCH 5 - PROGRESS: at 24.96% examples, 735950 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:32,126 : INFO : EPOCH 5 - PROGRESS: at 25.33% examples, 735989 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:33,143 : INFO : EPOCH 5 - PROGRESS: at 25.70% examples, 735959 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:34,150 : INFO : EPOCH 5 - PROGRESS: at 26.09% examples, 735970 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:35,151 : INFO : EPOCH 5 - PROGRESS: at 26.46% examples, 735882 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:46:36,156 : INFO : EPOCH 5 - PROGRESS: at 26.80% examples, 736044 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:37,159 : INFO : EPOCH 5 - PROGRESS: at 27.15% examples, 736157 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:38,174 : INFO : EPOCH 5 - PROGRESS: at 27.51% examples, 736239 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:39,175 : INFO : EPOCH 5 - PROGRESS: at 27.87% examples, 736327 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:40,182 : INFO : EPOCH 5 - PROGRESS: at 28.20% examples, 736275 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:46:41,197 : INFO : EPOCH 5 - PROGRESS: at 28.55% examples, 736480 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:42,211 : INFO : EPOCH 5 - PROGRESS: at 28.93% examples, 736692 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:43,220 : INFO : EPOCH 5 - PROGRESS: at 29.30% examples, 736600 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:46:44,229 : INFO : EPOCH 5 - PROGRESS: at 29.70% examples, 736457 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:45,245 : INFO : EPOCH 5 - PROGRESS: at 30.05% examples, 736598 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:46,246 : INFO : EPOCH 5 - PROGRESS: at 30.42% examples, 736609 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:47,248 : INFO : EPOCH 5 - PROGRESS: at 30.76% examples, 736603 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:48,255 : INFO : EPOCH 5 - PROGRESS: at 31.15% examples, 736485 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:49,262 : INFO : EPOCH 5 - PROGRESS: at 31.52% examples, 736488 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:50,279 : INFO : EPOCH 5 - PROGRESS: at 31.90% examples, 736498 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:51,288 : INFO : EPOCH 5 - PROGRESS: at 32.28% examples, 736443 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:52,291 : INFO : EPOCH 5 - PROGRESS: at 32.62% examples, 736459 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:53,300 : INFO : EPOCH 5 - PROGRESS: at 32.98% examples, 736464 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:54,308 : INFO : EPOCH 5 - PROGRESS: at 33.36% examples, 736557 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:55,321 : INFO : EPOCH 5 - PROGRESS: at 33.72% examples, 736435 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:56,323 : INFO : EPOCH 5 - PROGRESS: at 34.10% examples, 736389 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:57,328 : INFO : EPOCH 5 - PROGRESS: at 34.46% examples, 736401 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:46:58,342 : INFO : EPOCH 5 - PROGRESS: at 34.83% examples, 736409 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:46:59,354 : INFO : EPOCH 5 - PROGRESS: at 35.17% examples, 736406 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:00,356 : INFO : EPOCH 5 - PROGRESS: at 35.54% examples, 736434 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:01,360 : INFO : EPOCH 5 - PROGRESS: at 35.89% examples, 736425 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:02,361 : INFO : EPOCH 5 - PROGRESS: at 36.26% examples, 736413 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:03,377 : INFO : EPOCH 5 - PROGRESS: at 36.61% examples, 736381 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:04,384 : INFO : EPOCH 5 - PROGRESS: at 36.97% examples, 736371 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:05,394 : INFO : EPOCH 5 - PROGRESS: at 37.31% examples, 736484 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:06,397 : INFO : EPOCH 5 - PROGRESS: at 37.67% examples, 736564 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:07,405 : INFO : EPOCH 5 - PROGRESS: at 38.04% examples, 736585 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:08,412 : INFO : EPOCH 5 - PROGRESS: at 38.38% examples, 736556 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:09,420 : INFO : EPOCH 5 - PROGRESS: at 38.75% examples, 736583 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:10,420 : INFO : EPOCH 5 - PROGRESS: at 39.10% examples, 736543 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:11,423 : INFO : EPOCH 5 - PROGRESS: at 39.43% examples, 736629 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:12,432 : INFO : EPOCH 5 - PROGRESS: at 39.77% examples, 736715 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:13,444 : INFO : EPOCH 5 - PROGRESS: at 40.13% examples, 736726 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:14,465 : INFO : EPOCH 5 - PROGRESS: at 40.50% examples, 736691 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:15,466 : INFO : EPOCH 5 - PROGRESS: at 40.86% examples, 736732 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:16,476 : INFO : EPOCH 5 - PROGRESS: at 41.21% examples, 736639 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:17,486 : INFO : EPOCH 5 - PROGRESS: at 41.60% examples, 736732 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:18,499 : INFO : EPOCH 5 - PROGRESS: at 41.98% examples, 736658 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:19,501 : INFO : EPOCH 5 - PROGRESS: at 42.34% examples, 736643 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:20,501 : INFO : EPOCH 5 - PROGRESS: at 42.69% examples, 736743 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:21,502 : INFO : EPOCH 5 - PROGRESS: at 43.04% examples, 736794 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:22,502 : INFO : EPOCH 5 - PROGRESS: at 43.41% examples, 736731 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:23,514 : INFO : EPOCH 5 - PROGRESS: at 43.80% examples, 736644 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:24,526 : INFO : EPOCH 5 - PROGRESS: at 44.15% examples, 736626 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:25,532 : INFO : EPOCH 5 - PROGRESS: at 44.52% examples, 736615 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:26,547 : INFO : EPOCH 5 - PROGRESS: at 44.89% examples, 736568 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:47:27,563 : INFO : EPOCH 5 - PROGRESS: at 45.24% examples, 736625 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:28,567 : INFO : EPOCH 5 - PROGRESS: at 45.58% examples, 736685 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:29,569 : INFO : EPOCH 5 - PROGRESS: at 45.92% examples, 736741 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:30,576 : INFO : EPOCH 5 - PROGRESS: at 46.25% examples, 736659 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:31,583 : INFO : EPOCH 5 - PROGRESS: at 46.63% examples, 736629 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:32,594 : INFO : EPOCH 5 - PROGRESS: at 46.99% examples, 736717 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:33,596 : INFO : EPOCH 5 - PROGRESS: at 47.35% examples, 736746 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:47:34,596 : INFO : EPOCH 5 - PROGRESS: at 47.72% examples, 736730 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:35,603 : INFO : EPOCH 5 - PROGRESS: at 48.08% examples, 736693 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:36,614 : INFO : EPOCH 5 - PROGRESS: at 48.45% examples, 736794 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:37,636 : INFO : EPOCH 5 - PROGRESS: at 48.80% examples, 736795 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:38,642 : INFO : EPOCH 5 - PROGRESS: at 49.16% examples, 736712 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:39,654 : INFO : EPOCH 5 - PROGRESS: at 49.49% examples, 736501 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:40,664 : INFO : EPOCH 5 - PROGRESS: at 49.82% examples, 736189 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:41,668 : INFO : EPOCH 5 - PROGRESS: at 50.12% examples, 735381 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:42,673 : INFO : EPOCH 5 - PROGRESS: at 50.45% examples, 735416 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:43,687 : INFO : EPOCH 5 - PROGRESS: at 50.82% examples, 735410 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:44,690 : INFO : EPOCH 5 - PROGRESS: at 51.16% examples, 735511 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:45,695 : INFO : EPOCH 5 - PROGRESS: at 51.53% examples, 735445 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:46,718 : INFO : EPOCH 5 - PROGRESS: at 51.86% examples, 735410 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:47,729 : INFO : EPOCH 5 - PROGRESS: at 52.22% examples, 735439 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:48,743 : INFO : EPOCH 5 - PROGRESS: at 52.60% examples, 735379 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:47:49,743 : INFO : EPOCH 5 - PROGRESS: at 52.94% examples, 735423 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:50,752 : INFO : EPOCH 5 - PROGRESS: at 53.29% examples, 735470 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:51,758 : INFO : EPOCH 5 - PROGRESS: at 53.62% examples, 735517 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:52,761 : INFO : EPOCH 5 - PROGRESS: at 53.98% examples, 735560 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:47:53,774 : INFO : EPOCH 5 - PROGRESS: at 54.33% examples, 735603 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:47:54,780 : INFO : EPOCH 5 - PROGRESS: at 54.71% examples, 735650 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:55,792 : INFO : EPOCH 5 - PROGRESS: at 55.06% examples, 735641 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:56,798 : INFO : EPOCH 5 - PROGRESS: at 55.42% examples, 735640 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:57,807 : INFO : EPOCH 5 - PROGRESS: at 55.76% examples, 735665 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:58,809 : INFO : EPOCH 5 - PROGRESS: at 56.13% examples, 735691 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:47:59,827 : INFO : EPOCH 5 - PROGRESS: at 56.50% examples, 735641 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:00,832 : INFO : EPOCH 5 - PROGRESS: at 56.84% examples, 735669 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:01,837 : INFO : EPOCH 5 - PROGRESS: at 57.19% examples, 735669 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:02,842 : INFO : EPOCH 5 - PROGRESS: at 57.53% examples, 735656 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:48:03,846 : INFO : EPOCH 5 - PROGRESS: at 57.91% examples, 735629 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:04,856 : INFO : EPOCH 5 - PROGRESS: at 58.28% examples, 735595 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:05,858 : INFO : EPOCH 5 - PROGRESS: at 58.63% examples, 735639 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:06,862 : INFO : EPOCH 5 - PROGRESS: at 58.98% examples, 735627 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:07,874 : INFO : EPOCH 5 - PROGRESS: at 59.36% examples, 735595 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:48:08,877 : INFO : EPOCH 5 - PROGRESS: at 59.72% examples, 735658 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:09,881 : INFO : EPOCH 5 - PROGRESS: at 60.11% examples, 735630 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:10,884 : INFO : EPOCH 5 - PROGRESS: at 60.45% examples, 735698 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:11,898 : INFO : EPOCH 5 - PROGRESS: at 60.81% examples, 735727 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:12,904 : INFO : EPOCH 5 - PROGRESS: at 61.18% examples, 735685 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:13,905 : INFO : EPOCH 5 - PROGRESS: at 61.52% examples, 735766 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:14,924 : INFO : EPOCH 5 - PROGRESS: at 61.88% examples, 735775 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:15,927 : INFO : EPOCH 5 - PROGRESS: at 62.25% examples, 735821 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:16,937 : INFO : EPOCH 5 - PROGRESS: at 62.61% examples, 735792 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:17,958 : INFO : EPOCH 5 - PROGRESS: at 62.97% examples, 735839 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:18,962 : INFO : EPOCH 5 - PROGRESS: at 63.34% examples, 735836 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:48:19,964 : INFO : EPOCH 5 - PROGRESS: at 63.69% examples, 735844 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:48:20,965 : INFO : EPOCH 5 - PROGRESS: at 64.04% examples, 735840 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:21,966 : INFO : EPOCH 5 - PROGRESS: at 64.40% examples, 735840 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:22,970 : INFO : EPOCH 5 - PROGRESS: at 64.75% examples, 735865 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:48:23,971 : INFO : EPOCH 5 - PROGRESS: at 65.10% examples, 735877 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:48:24,976 : INFO : EPOCH 5 - PROGRESS: at 65.47% examples, 735899 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:48:25,999 : INFO : EPOCH 5 - PROGRESS: at 65.84% examples, 735856 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:48:27,012 : INFO : EPOCH 5 - PROGRESS: at 66.20% examples, 735886 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:28,017 : INFO : EPOCH 5 - PROGRESS: at 66.57% examples, 735924 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:29,018 : INFO : EPOCH 5 - PROGRESS: at 66.93% examples, 736029 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:30,037 : INFO : EPOCH 5 - PROGRESS: at 67.27% examples, 735973 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:48:31,053 : INFO : EPOCH 5 - PROGRESS: at 67.63% examples, 736007 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:32,066 : INFO : EPOCH 5 - PROGRESS: at 68.02% examples, 735982 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:33,069 : INFO : EPOCH 5 - PROGRESS: at 68.38% examples, 736031 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:34,086 : INFO : EPOCH 5 - PROGRESS: at 68.75% examples, 736071 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:35,110 : INFO : EPOCH 5 - PROGRESS: at 69.14% examples, 736013 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:36,125 : INFO : EPOCH 5 - PROGRESS: at 69.54% examples, 735995 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:37,126 : INFO : EPOCH 5 - PROGRESS: at 69.92% examples, 735997 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:38,128 : INFO : EPOCH 5 - PROGRESS: at 70.30% examples, 735942 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:48:39,130 : INFO : EPOCH 5 - PROGRESS: at 70.64% examples, 735919 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:40,156 : INFO : EPOCH 5 - PROGRESS: at 70.98% examples, 735945 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:41,171 : INFO : EPOCH 5 - PROGRESS: at 71.36% examples, 735959 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:42,180 : INFO : EPOCH 5 - PROGRESS: at 71.70% examples, 735971 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:43,188 : INFO : EPOCH 5 - PROGRESS: at 72.03% examples, 735951 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:44,189 : INFO : EPOCH 5 - PROGRESS: at 72.41% examples, 735951 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:45,193 : INFO : EPOCH 5 - PROGRESS: at 72.78% examples, 735940 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:46,202 : INFO : EPOCH 5 - PROGRESS: at 73.12% examples, 735957 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:47,209 : INFO : EPOCH 5 - PROGRESS: at 73.49% examples, 735915 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:48,215 : INFO : EPOCH 5 - PROGRESS: at 73.86% examples, 735937 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:49,221 : INFO : EPOCH 5 - PROGRESS: at 74.22% examples, 735934 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:50,227 : INFO : EPOCH 5 - PROGRESS: at 74.56% examples, 735877 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:48:51,241 : INFO : EPOCH 5 - PROGRESS: at 74.93% examples, 735873 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:48:52,249 : INFO : EPOCH 5 - PROGRESS: at 75.26% examples, 735900 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:53,254 : INFO : EPOCH 5 - PROGRESS: at 75.61% examples, 735925 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:54,271 : INFO : EPOCH 5 - PROGRESS: at 75.95% examples, 735925 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:55,272 : INFO : EPOCH 5 - PROGRESS: at 76.31% examples, 735954 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:56,274 : INFO : EPOCH 5 - PROGRESS: at 76.67% examples, 735952 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:48:57,277 : INFO : EPOCH 5 - PROGRESS: at 77.02% examples, 735983 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:58,284 : INFO : EPOCH 5 - PROGRESS: at 77.38% examples, 735935 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:48:59,296 : INFO : EPOCH 5 - PROGRESS: at 77.75% examples, 735881 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:00,300 : INFO : EPOCH 5 - PROGRESS: at 78.10% examples, 735885 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:01,303 : INFO : EPOCH 5 - PROGRESS: at 78.45% examples, 735895 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:02,307 : INFO : EPOCH 5 - PROGRESS: at 78.78% examples, 735951 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:03,312 : INFO : EPOCH 5 - PROGRESS: at 79.14% examples, 735906 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:49:04,316 : INFO : EPOCH 5 - PROGRESS: at 79.49% examples, 735952 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:05,319 : INFO : EPOCH 5 - PROGRESS: at 79.87% examples, 735924 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:06,321 : INFO : EPOCH 5 - PROGRESS: at 80.22% examples, 736006 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:07,323 : INFO : EPOCH 5 - PROGRESS: at 80.60% examples, 736025 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:08,324 : INFO : EPOCH 5 - PROGRESS: at 80.96% examples, 736041 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:09,338 : INFO : EPOCH 5 - PROGRESS: at 81.32% examples, 736054 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:10,339 : INFO : EPOCH 5 - PROGRESS: at 81.68% examples, 736049 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:11,355 : INFO : EPOCH 5 - PROGRESS: at 82.05% examples, 736024 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:12,357 : INFO : EPOCH 5 - PROGRESS: at 82.40% examples, 736038 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:13,365 : INFO : EPOCH 5 - PROGRESS: at 82.74% examples, 736066 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:14,367 : INFO : EPOCH 5 - PROGRESS: at 83.11% examples, 736077 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:15,371 : INFO : EPOCH 5 - PROGRESS: at 83.50% examples, 736078 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:16,387 : INFO : EPOCH 5 - PROGRESS: at 83.86% examples, 736015 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:49:17,397 : INFO : EPOCH 5 - PROGRESS: at 84.21% examples, 736047 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:18,407 : INFO : EPOCH 5 - PROGRESS: at 84.55% examples, 736053 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:19,419 : INFO : EPOCH 5 - PROGRESS: at 84.88% examples, 735858 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:20,421 : INFO : EPOCH 5 - PROGRESS: at 85.21% examples, 735610 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:21,423 : INFO : EPOCH 5 - PROGRESS: at 85.53% examples, 735374 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:49:22,430 : INFO : EPOCH 5 - PROGRESS: at 85.84% examples, 735155 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:23,453 : INFO : EPOCH 5 - PROGRESS: at 86.15% examples, 734877 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:24,470 : INFO : EPOCH 5 - PROGRESS: at 86.47% examples, 734647 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:25,475 : INFO : EPOCH 5 - PROGRESS: at 86.80% examples, 734376 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:26,483 : INFO : EPOCH 5 - PROGRESS: at 87.14% examples, 734120 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:27,486 : INFO : EPOCH 5 - PROGRESS: at 87.47% examples, 733866 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:28,500 : INFO : EPOCH 5 - PROGRESS: at 87.84% examples, 733523 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:29,505 : INFO : EPOCH 5 - PROGRESS: at 88.15% examples, 733272 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:30,506 : INFO : EPOCH 5 - PROGRESS: at 88.47% examples, 733023 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:31,507 : INFO : EPOCH 5 - PROGRESS: at 88.81% examples, 732761 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:32,508 : INFO : EPOCH 5 - PROGRESS: at 89.12% examples, 732473 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:33,509 : INFO : EPOCH 5 - PROGRESS: at 89.44% examples, 732272 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:34,509 : INFO : EPOCH 5 - PROGRESS: at 89.78% examples, 732044 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:35,526 : INFO : EPOCH 5 - PROGRESS: at 90.11% examples, 731718 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:36,537 : INFO : EPOCH 5 - PROGRESS: at 90.44% examples, 731453 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:37,542 : INFO : EPOCH 5 - PROGRESS: at 90.75% examples, 731199 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:49:38,549 : INFO : EPOCH 5 - PROGRESS: at 91.09% examples, 730974 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:49:39,555 : INFO : EPOCH 5 - PROGRESS: at 91.44% examples, 730718 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:40,557 : INFO : EPOCH 5 - PROGRESS: at 91.76% examples, 730471 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:41,568 : INFO : EPOCH 5 - PROGRESS: at 92.08% examples, 730254 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:42,568 : INFO : EPOCH 5 - PROGRESS: at 92.40% examples, 730047 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:49:43,569 : INFO : EPOCH 5 - PROGRESS: at 92.73% examples, 729834 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:44,575 : INFO : EPOCH 5 - PROGRESS: at 93.05% examples, 729580 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:45,586 : INFO : EPOCH 5 - PROGRESS: at 93.39% examples, 729341 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:46,595 : INFO : EPOCH 5 - PROGRESS: at 93.71% examples, 729100 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:47,606 : INFO : EPOCH 5 - PROGRESS: at 94.05% examples, 728866 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:48,620 : INFO : EPOCH 5 - PROGRESS: at 94.39% examples, 728613 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:49,624 : INFO : EPOCH 5 - PROGRESS: at 94.73% examples, 728387 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:49:50,631 : INFO : EPOCH 5 - PROGRESS: at 95.06% examples, 728176 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:51,659 : INFO : EPOCH 5 - PROGRESS: at 95.40% examples, 727926 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:49:52,684 : INFO : EPOCH 5 - PROGRESS: at 95.73% examples, 727718 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:53,689 : INFO : EPOCH 5 - PROGRESS: at 96.05% examples, 727511 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:54,693 : INFO : EPOCH 5 - PROGRESS: at 96.37% examples, 727299 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:55,698 : INFO : EPOCH 5 - PROGRESS: at 96.72% examples, 727092 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:56,716 : INFO : EPOCH 5 - PROGRESS: at 97.04% examples, 726914 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:57,722 : INFO : EPOCH 5 - PROGRESS: at 97.36% examples, 726680 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:49:58,734 : INFO : EPOCH 5 - PROGRESS: at 97.69% examples, 726497 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:49:59,748 : INFO : EPOCH 5 - PROGRESS: at 98.00% examples, 726269 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:50:00,748 : INFO : EPOCH 5 - PROGRESS: at 98.33% examples, 726084 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:01,750 : INFO : EPOCH 5 - PROGRESS: at 98.65% examples, 725893 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:02,766 : INFO : EPOCH 5 - PROGRESS: at 99.00% examples, 725674 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:03,771 : INFO : EPOCH 5 - PROGRESS: at 99.30% examples, 725476 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:04,772 : INFO : EPOCH 5 - PROGRESS: at 99.59% examples, 725327 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:05,772 : INFO : EPOCH 5 - PROGRESS: at 99.92% examples, 725157 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:50:05,989 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 22:50:05,991 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 22:50:06,010 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 22:50:06,022 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 22:50:06,022 : INFO : EPOCH - 5 : training on 265595784 raw words (206236361 effective words) took 284.4s, 725107 effective words/s
2020-07-23 22:50:07,029 : INFO : EPOCH 6 - PROGRESS: at 0.34% examples, 649143 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:50:08,039 : INFO : EPOCH 6 - PROGRESS: at 0.66% examples, 655237 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:09,053 : INFO : EPOCH 6 - PROGRESS: at 0.99% examples, 661801 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:10,071 : INFO : EPOCH 6 - PROGRESS: at 1.32% examples, 664081 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:50:11,072 : INFO : EPOCH 6 - PROGRESS: at 1.65% examples, 666163 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:12,077 : INFO : EPOCH 6 - PROGRESS: at 1.97% examples, 667491 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:13,079 : INFO : EPOCH 6 - PROGRESS: at 2.28% examples, 668473 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:14,092 : INFO : EPOCH 6 - PROGRESS: at 2.62% examples, 668959 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:15,098 : INFO : EPOCH 6 - PROGRESS: at 2.94% examples, 667533 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:16,108 : INFO : EPOCH 6 - PROGRESS: at 3.27% examples, 667804 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:17,111 : INFO : EPOCH 6 - PROGRESS: at 3.61% examples, 667580 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:18,116 : INFO : EPOCH 6 - PROGRESS: at 3.94% examples, 667210 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:19,132 : INFO : EPOCH 6 - PROGRESS: at 4.23% examples, 665179 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:20,149 : INFO : EPOCH 6 - PROGRESS: at 4.54% examples, 663941 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:21,154 : INFO : EPOCH 6 - PROGRESS: at 4.82% examples, 658575 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:22,159 : INFO : EPOCH 6 - PROGRESS: at 5.14% examples, 661274 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:23,175 : INFO : EPOCH 6 - PROGRESS: at 5.52% examples, 664562 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:50:24,178 : INFO : EPOCH 6 - PROGRESS: at 5.88% examples, 668098 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:25,180 : INFO : EPOCH 6 - PROGRESS: at 6.23% examples, 672171 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:26,185 : INFO : EPOCH 6 - PROGRESS: at 6.58% examples, 674978 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:27,196 : INFO : EPOCH 6 - PROGRESS: at 6.95% examples, 677555 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:50:28,206 : INFO : EPOCH 6 - PROGRESS: at 7.31% examples, 680343 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:29,209 : INFO : EPOCH 6 - PROGRESS: at 7.66% examples, 682864 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:30,215 : INFO : EPOCH 6 - PROGRESS: at 8.01% examples, 685106 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:31,216 : INFO : EPOCH 6 - PROGRESS: at 8.39% examples, 686702 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:32,228 : INFO : EPOCH 6 - PROGRESS: at 8.76% examples, 688502 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:33,233 : INFO : EPOCH 6 - PROGRESS: at 9.14% examples, 690013 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:34,242 : INFO : EPOCH 6 - PROGRESS: at 9.50% examples, 691680 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:35,242 : INFO : EPOCH 6 - PROGRESS: at 9.86% examples, 693253 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:36,253 : INFO : EPOCH 6 - PROGRESS: at 10.26% examples, 694432 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:50:37,265 : INFO : EPOCH 6 - PROGRESS: at 10.64% examples, 695425 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:38,269 : INFO : EPOCH 6 - PROGRESS: at 10.99% examples, 696689 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:39,281 : INFO : EPOCH 6 - PROGRESS: at 11.36% examples, 697425 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:40,295 : INFO : EPOCH 6 - PROGRESS: at 11.71% examples, 698772 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:41,303 : INFO : EPOCH 6 - PROGRESS: at 12.07% examples, 699731 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:42,306 : INFO : EPOCH 6 - PROGRESS: at 12.39% examples, 701230 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:43,311 : INFO : EPOCH 6 - PROGRESS: at 12.75% examples, 702024 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:44,317 : INFO : EPOCH 6 - PROGRESS: at 13.14% examples, 702696 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:45,324 : INFO : EPOCH 6 - PROGRESS: at 13.49% examples, 703389 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:46,325 : INFO : EPOCH 6 - PROGRESS: at 13.85% examples, 704497 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:47,328 : INFO : EPOCH 6 - PROGRESS: at 14.19% examples, 705204 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:48,335 : INFO : EPOCH 6 - PROGRESS: at 14.51% examples, 705923 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:49,344 : INFO : EPOCH 6 - PROGRESS: at 14.88% examples, 706453 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:50,354 : INFO : EPOCH 6 - PROGRESS: at 15.25% examples, 707218 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:51,355 : INFO : EPOCH 6 - PROGRESS: at 15.60% examples, 707789 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:50:52,370 : INFO : EPOCH 6 - PROGRESS: at 15.96% examples, 708354 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:53,375 : INFO : EPOCH 6 - PROGRESS: at 16.35% examples, 708903 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:54,382 : INFO : EPOCH 6 - PROGRESS: at 16.71% examples, 709500 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:55,383 : INFO : EPOCH 6 - PROGRESS: at 17.07% examples, 710080 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:56,387 : INFO : EPOCH 6 - PROGRESS: at 17.47% examples, 710401 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:57,399 : INFO : EPOCH 6 - PROGRESS: at 17.84% examples, 710894 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:50:58,412 : INFO : EPOCH 6 - PROGRESS: at 18.19% examples, 711273 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:50:59,415 : INFO : EPOCH 6 - PROGRESS: at 18.54% examples, 711762 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:00,436 : INFO : EPOCH 6 - PROGRESS: at 18.90% examples, 712177 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:01,452 : INFO : EPOCH 6 - PROGRESS: at 19.28% examples, 712435 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:02,452 : INFO : EPOCH 6 - PROGRESS: at 19.64% examples, 713018 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:03,456 : INFO : EPOCH 6 - PROGRESS: at 20.00% examples, 713479 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:04,462 : INFO : EPOCH 6 - PROGRESS: at 20.37% examples, 713797 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:05,464 : INFO : EPOCH 6 - PROGRESS: at 20.72% examples, 714133 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:06,473 : INFO : EPOCH 6 - PROGRESS: at 21.07% examples, 714405 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:07,478 : INFO : EPOCH 6 - PROGRESS: at 21.45% examples, 714673 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:08,487 : INFO : EPOCH 6 - PROGRESS: at 21.81% examples, 715058 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:09,494 : INFO : EPOCH 6 - PROGRESS: at 22.16% examples, 715352 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:10,496 : INFO : EPOCH 6 - PROGRESS: at 22.53% examples, 715506 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:11,505 : INFO : EPOCH 6 - PROGRESS: at 22.88% examples, 715784 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:12,517 : INFO : EPOCH 6 - PROGRESS: at 23.24% examples, 716056 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:13,531 : INFO : EPOCH 6 - PROGRESS: at 23.58% examples, 716343 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:51:14,536 : INFO : EPOCH 6 - PROGRESS: at 23.94% examples, 716582 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:15,556 : INFO : EPOCH 6 - PROGRESS: at 24.32% examples, 716649 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:16,557 : INFO : EPOCH 6 - PROGRESS: at 24.68% examples, 716810 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:17,563 : INFO : EPOCH 6 - PROGRESS: at 25.03% examples, 717095 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:18,578 : INFO : EPOCH 6 - PROGRESS: at 25.40% examples, 717436 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:19,594 : INFO : EPOCH 6 - PROGRESS: at 25.78% examples, 717503 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:20,597 : INFO : EPOCH 6 - PROGRESS: at 26.16% examples, 717878 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:21,609 : INFO : EPOCH 6 - PROGRESS: at 26.53% examples, 718012 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:22,615 : INFO : EPOCH 6 - PROGRESS: at 26.88% examples, 718303 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:23,620 : INFO : EPOCH 6 - PROGRESS: at 27.21% examples, 718519 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:24,623 : INFO : EPOCH 6 - PROGRESS: at 27.56% examples, 718649 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:25,629 : INFO : EPOCH 6 - PROGRESS: at 27.92% examples, 718864 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:26,638 : INFO : EPOCH 6 - PROGRESS: at 28.24% examples, 718966 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:27,645 : INFO : EPOCH 6 - PROGRESS: at 28.60% examples, 719324 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:28,645 : INFO : EPOCH 6 - PROGRESS: at 28.98% examples, 719718 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:29,646 : INFO : EPOCH 6 - PROGRESS: at 29.34% examples, 719771 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:51:30,649 : INFO : EPOCH 6 - PROGRESS: at 29.72% examples, 719734 words/s, in_qsize 5, out_qsize 2
2020-07-23 22:51:31,654 : INFO : EPOCH 6 - PROGRESS: at 30.07% examples, 720009 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:32,667 : INFO : EPOCH 6 - PROGRESS: at 30.44% examples, 720151 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:33,670 : INFO : EPOCH 6 - PROGRESS: at 30.78% examples, 720315 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:34,676 : INFO : EPOCH 6 - PROGRESS: at 31.16% examples, 720332 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:35,685 : INFO : EPOCH 6 - PROGRESS: at 31.54% examples, 720499 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:36,691 : INFO : EPOCH 6 - PROGRESS: at 31.91% examples, 720695 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:51:37,696 : INFO : EPOCH 6 - PROGRESS: at 32.29% examples, 720852 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:51:38,706 : INFO : EPOCH 6 - PROGRESS: at 32.64% examples, 721056 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:39,715 : INFO : EPOCH 6 - PROGRESS: at 33.00% examples, 721278 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:40,719 : INFO : EPOCH 6 - PROGRESS: at 33.37% examples, 721514 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:51:41,723 : INFO : EPOCH 6 - PROGRESS: at 33.73% examples, 721575 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:42,731 : INFO : EPOCH 6 - PROGRESS: at 34.13% examples, 721795 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:43,733 : INFO : EPOCH 6 - PROGRESS: at 34.49% examples, 721984 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:44,744 : INFO : EPOCH 6 - PROGRESS: at 34.84% examples, 721971 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:51:45,750 : INFO : EPOCH 6 - PROGRESS: at 35.18% examples, 722174 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:46,757 : INFO : EPOCH 6 - PROGRESS: at 35.55% examples, 722317 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:47,768 : INFO : EPOCH 6 - PROGRESS: at 35.91% examples, 722561 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:48,773 : INFO : EPOCH 6 - PROGRESS: at 36.28% examples, 722622 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:49,777 : INFO : EPOCH 6 - PROGRESS: at 36.64% examples, 722811 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:50,781 : INFO : EPOCH 6 - PROGRESS: at 36.99% examples, 722920 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:51,793 : INFO : EPOCH 6 - PROGRESS: at 37.34% examples, 723042 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:52,803 : INFO : EPOCH 6 - PROGRESS: at 37.68% examples, 723122 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:53,806 : INFO : EPOCH 6 - PROGRESS: at 38.05% examples, 723232 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:54,807 : INFO : EPOCH 6 - PROGRESS: at 38.39% examples, 723377 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:55,813 : INFO : EPOCH 6 - PROGRESS: at 38.75% examples, 723398 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:51:56,813 : INFO : EPOCH 6 - PROGRESS: at 39.10% examples, 723541 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:57,817 : INFO : EPOCH 6 - PROGRESS: at 39.43% examples, 723737 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:58,821 : INFO : EPOCH 6 - PROGRESS: at 39.77% examples, 723836 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:51:59,824 : INFO : EPOCH 6 - PROGRESS: at 40.11% examples, 723655 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:00,826 : INFO : EPOCH 6 - PROGRESS: at 40.43% examples, 723171 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:01,827 : INFO : EPOCH 6 - PROGRESS: at 40.75% examples, 722670 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:02,830 : INFO : EPOCH 6 - PROGRESS: at 41.07% examples, 722203 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:03,842 : INFO : EPOCH 6 - PROGRESS: at 41.42% examples, 721757 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:04,859 : INFO : EPOCH 6 - PROGRESS: at 41.78% examples, 721270 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:52:05,859 : INFO : EPOCH 6 - PROGRESS: at 42.10% examples, 720846 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:06,862 : INFO : EPOCH 6 - PROGRESS: at 42.45% examples, 720454 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:07,882 : INFO : EPOCH 6 - PROGRESS: at 42.76% examples, 719940 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:08,892 : INFO : EPOCH 6 - PROGRESS: at 43.07% examples, 719593 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:09,901 : INFO : EPOCH 6 - PROGRESS: at 43.41% examples, 719187 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:52:10,913 : INFO : EPOCH 6 - PROGRESS: at 43.77% examples, 718655 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:52:11,917 : INFO : EPOCH 6 - PROGRESS: at 44.10% examples, 718286 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:12,918 : INFO : EPOCH 6 - PROGRESS: at 44.42% examples, 717842 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:13,918 : INFO : EPOCH 6 - PROGRESS: at 44.76% examples, 717430 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:52:14,929 : INFO : EPOCH 6 - PROGRESS: at 45.09% examples, 717076 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:15,936 : INFO : EPOCH 6 - PROGRESS: at 45.39% examples, 716820 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:16,941 : INFO : EPOCH 6 - PROGRESS: at 45.69% examples, 716452 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:17,951 : INFO : EPOCH 6 - PROGRESS: at 46.00% examples, 716101 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:18,953 : INFO : EPOCH 6 - PROGRESS: at 46.32% examples, 715771 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:52:19,960 : INFO : EPOCH 6 - PROGRESS: at 46.66% examples, 715373 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:20,966 : INFO : EPOCH 6 - PROGRESS: at 46.98% examples, 715113 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:52:21,971 : INFO : EPOCH 6 - PROGRESS: at 47.32% examples, 714773 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:22,984 : INFO : EPOCH 6 - PROGRESS: at 47.65% examples, 714437 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:23,991 : INFO : EPOCH 6 - PROGRESS: at 47.97% examples, 714042 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:52:25,001 : INFO : EPOCH 6 - PROGRESS: at 48.31% examples, 713720 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:26,007 : INFO : EPOCH 6 - PROGRESS: at 48.63% examples, 713351 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:27,019 : INFO : EPOCH 6 - PROGRESS: at 48.95% examples, 713028 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:28,038 : INFO : EPOCH 6 - PROGRESS: at 49.29% examples, 712683 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:29,045 : INFO : EPOCH 6 - PROGRESS: at 49.59% examples, 712487 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:30,056 : INFO : EPOCH 6 - PROGRESS: at 49.91% examples, 712186 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:52:31,070 : INFO : EPOCH 6 - PROGRESS: at 50.23% examples, 711896 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:32,078 : INFO : EPOCH 6 - PROGRESS: at 50.54% examples, 711580 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:33,088 : INFO : EPOCH 6 - PROGRESS: at 50.86% examples, 711339 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:34,095 : INFO : EPOCH 6 - PROGRESS: at 51.18% examples, 711039 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:35,102 : INFO : EPOCH 6 - PROGRESS: at 51.52% examples, 710770 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:52:36,122 : INFO : EPOCH 6 - PROGRESS: at 51.83% examples, 710549 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:37,123 : INFO : EPOCH 6 - PROGRESS: at 52.15% examples, 710233 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:38,125 : INFO : EPOCH 6 - PROGRESS: at 52.48% examples, 709945 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:39,125 : INFO : EPOCH 6 - PROGRESS: at 52.81% examples, 709682 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:40,132 : INFO : EPOCH 6 - PROGRESS: at 53.11% examples, 709409 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:41,135 : INFO : EPOCH 6 - PROGRESS: at 53.43% examples, 709269 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:52:42,136 : INFO : EPOCH 6 - PROGRESS: at 53.73% examples, 709004 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:43,147 : INFO : EPOCH 6 - PROGRESS: at 54.06% examples, 708752 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:44,152 : INFO : EPOCH 6 - PROGRESS: at 54.38% examples, 708472 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:45,154 : INFO : EPOCH 6 - PROGRESS: at 54.71% examples, 708198 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:46,158 : INFO : EPOCH 6 - PROGRESS: at 55.03% examples, 707906 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:47,163 : INFO : EPOCH 6 - PROGRESS: at 55.34% examples, 707641 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:48,165 : INFO : EPOCH 6 - PROGRESS: at 55.66% examples, 707399 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:49,205 : INFO : EPOCH 6 - PROGRESS: at 55.99% examples, 707062 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:50,224 : INFO : EPOCH 6 - PROGRESS: at 56.34% examples, 706833 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:51,227 : INFO : EPOCH 6 - PROGRESS: at 56.66% examples, 706631 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:52,229 : INFO : EPOCH 6 - PROGRESS: at 56.97% examples, 706472 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:53,243 : INFO : EPOCH 6 - PROGRESS: at 57.29% examples, 706207 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:54,244 : INFO : EPOCH 6 - PROGRESS: at 57.60% examples, 706009 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:55,258 : INFO : EPOCH 6 - PROGRESS: at 57.94% examples, 705730 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:56,262 : INFO : EPOCH 6 - PROGRESS: at 58.29% examples, 705554 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:57,268 : INFO : EPOCH 6 - PROGRESS: at 58.61% examples, 705336 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:52:58,284 : INFO : EPOCH 6 - PROGRESS: at 58.92% examples, 705029 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:52:59,286 : INFO : EPOCH 6 - PROGRESS: at 59.23% examples, 704635 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:00,296 : INFO : EPOCH 6 - PROGRESS: at 59.55% examples, 704180 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:01,306 : INFO : EPOCH 6 - PROGRESS: at 59.85% examples, 703431 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:02,314 : INFO : EPOCH 6 - PROGRESS: at 60.22% examples, 703500 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:03,331 : INFO : EPOCH 6 - PROGRESS: at 60.56% examples, 703745 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:04,335 : INFO : EPOCH 6 - PROGRESS: at 60.93% examples, 703902 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:53:05,339 : INFO : EPOCH 6 - PROGRESS: at 61.28% examples, 704070 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:06,352 : INFO : EPOCH 6 - PROGRESS: at 61.62% examples, 704238 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:07,352 : INFO : EPOCH 6 - PROGRESS: at 61.99% examples, 704484 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:08,358 : INFO : EPOCH 6 - PROGRESS: at 62.36% examples, 704622 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:09,361 : INFO : EPOCH 6 - PROGRESS: at 62.71% examples, 704795 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:10,380 : INFO : EPOCH 6 - PROGRESS: at 63.06% examples, 704926 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:53:11,382 : INFO : EPOCH 6 - PROGRESS: at 63.42% examples, 705108 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:12,391 : INFO : EPOCH 6 - PROGRESS: at 63.78% examples, 705232 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:13,399 : INFO : EPOCH 6 - PROGRESS: at 64.14% examples, 705427 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:53:14,400 : INFO : EPOCH 6 - PROGRESS: at 64.49% examples, 705615 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:15,401 : INFO : EPOCH 6 - PROGRESS: at 64.86% examples, 705794 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:53:16,402 : INFO : EPOCH 6 - PROGRESS: at 65.21% examples, 705970 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:17,413 : INFO : EPOCH 6 - PROGRESS: at 65.58% examples, 706131 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:18,428 : INFO : EPOCH 6 - PROGRESS: at 65.95% examples, 706313 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:19,434 : INFO : EPOCH 6 - PROGRESS: at 66.31% examples, 706470 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:20,440 : INFO : EPOCH 6 - PROGRESS: at 66.66% examples, 706694 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:21,459 : INFO : EPOCH 6 - PROGRESS: at 67.03% examples, 706833 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:22,471 : INFO : EPOCH 6 - PROGRESS: at 67.37% examples, 707053 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:23,474 : INFO : EPOCH 6 - PROGRESS: at 67.73% examples, 707201 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:24,481 : INFO : EPOCH 6 - PROGRESS: at 68.12% examples, 707331 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:25,484 : INFO : EPOCH 6 - PROGRESS: at 68.47% examples, 707414 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:26,488 : INFO : EPOCH 6 - PROGRESS: at 68.84% examples, 707621 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:27,491 : INFO : EPOCH 6 - PROGRESS: at 69.23% examples, 707692 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:28,492 : INFO : EPOCH 6 - PROGRESS: at 69.61% examples, 707794 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:29,504 : INFO : EPOCH 6 - PROGRESS: at 69.99% examples, 707870 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:30,515 : INFO : EPOCH 6 - PROGRESS: at 70.36% examples, 707943 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:31,526 : INFO : EPOCH 6 - PROGRESS: at 70.70% examples, 708106 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:53:32,535 : INFO : EPOCH 6 - PROGRESS: at 71.06% examples, 708236 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:33,546 : INFO : EPOCH 6 - PROGRESS: at 71.42% examples, 708331 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:34,549 : INFO : EPOCH 6 - PROGRESS: at 71.76% examples, 708488 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:35,549 : INFO : EPOCH 6 - PROGRESS: at 72.10% examples, 708658 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:36,557 : INFO : EPOCH 6 - PROGRESS: at 72.47% examples, 708745 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:37,558 : INFO : EPOCH 6 - PROGRESS: at 72.83% examples, 708895 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:38,564 : INFO : EPOCH 6 - PROGRESS: at 73.18% examples, 709056 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:39,573 : INFO : EPOCH 6 - PROGRESS: at 73.56% examples, 709144 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:53:40,583 : INFO : EPOCH 6 - PROGRESS: at 73.92% examples, 709251 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:41,586 : INFO : EPOCH 6 - PROGRESS: at 74.29% examples, 709415 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:42,604 : INFO : EPOCH 6 - PROGRESS: at 74.63% examples, 709561 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:43,617 : INFO : EPOCH 6 - PROGRESS: at 75.00% examples, 709712 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:53:44,618 : INFO : EPOCH 6 - PROGRESS: at 75.33% examples, 709864 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:53:45,622 : INFO : EPOCH 6 - PROGRESS: at 75.68% examples, 709994 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:53:46,625 : INFO : EPOCH 6 - PROGRESS: at 76.03% examples, 710144 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:47,628 : INFO : EPOCH 6 - PROGRESS: at 76.38% examples, 710255 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:48,629 : INFO : EPOCH 6 - PROGRESS: at 76.75% examples, 710342 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:49,636 : INFO : EPOCH 6 - PROGRESS: at 77.09% examples, 710424 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:50,653 : INFO : EPOCH 6 - PROGRESS: at 77.45% examples, 710526 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:53:51,664 : INFO : EPOCH 6 - PROGRESS: at 77.83% examples, 710654 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:53:52,667 : INFO : EPOCH 6 - PROGRESS: at 78.17% examples, 710795 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:53:53,687 : INFO : EPOCH 6 - PROGRESS: at 78.53% examples, 710839 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:54,689 : INFO : EPOCH 6 - PROGRESS: at 78.86% examples, 711018 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:55,690 : INFO : EPOCH 6 - PROGRESS: at 79.21% examples, 711143 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:56,693 : INFO : EPOCH 6 - PROGRESS: at 79.58% examples, 711268 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:57,700 : INFO : EPOCH 6 - PROGRESS: at 79.96% examples, 711383 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:58,703 : INFO : EPOCH 6 - PROGRESS: at 80.31% examples, 711529 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:53:59,704 : INFO : EPOCH 6 - PROGRESS: at 80.67% examples, 711621 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:54:00,714 : INFO : EPOCH 6 - PROGRESS: at 81.03% examples, 711664 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:01,727 : INFO : EPOCH 6 - PROGRESS: at 81.37% examples, 711792 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:02,734 : INFO : EPOCH 6 - PROGRESS: at 81.76% examples, 711902 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:03,741 : INFO : EPOCH 6 - PROGRESS: at 82.12% examples, 711983 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:04,745 : INFO : EPOCH 6 - PROGRESS: at 82.46% examples, 712077 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:05,751 : INFO : EPOCH 6 - PROGRESS: at 82.81% examples, 712242 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:06,753 : INFO : EPOCH 6 - PROGRESS: at 83.18% examples, 712313 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:07,759 : INFO : EPOCH 6 - PROGRESS: at 83.57% examples, 712376 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:08,773 : INFO : EPOCH 6 - PROGRESS: at 83.94% examples, 712481 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:09,788 : INFO : EPOCH 6 - PROGRESS: at 84.27% examples, 712557 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:54:10,788 : INFO : EPOCH 6 - PROGRESS: at 84.61% examples, 712682 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:11,788 : INFO : EPOCH 6 - PROGRESS: at 84.97% examples, 712791 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:12,796 : INFO : EPOCH 6 - PROGRESS: at 85.32% examples, 712876 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:13,802 : INFO : EPOCH 6 - PROGRESS: at 85.67% examples, 712998 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:14,802 : INFO : EPOCH 6 - PROGRESS: at 86.01% examples, 713155 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:15,809 : INFO : EPOCH 6 - PROGRESS: at 86.34% examples, 713296 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:54:16,818 : INFO : EPOCH 6 - PROGRESS: at 86.72% examples, 713387 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:54:17,823 : INFO : EPOCH 6 - PROGRESS: at 87.07% examples, 713447 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:18,833 : INFO : EPOCH 6 - PROGRESS: at 87.45% examples, 713529 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:19,839 : INFO : EPOCH 6 - PROGRESS: at 87.84% examples, 713581 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:20,849 : INFO : EPOCH 6 - PROGRESS: at 88.19% examples, 713668 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:21,853 : INFO : EPOCH 6 - PROGRESS: at 88.54% examples, 713768 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:54:22,855 : INFO : EPOCH 6 - PROGRESS: at 88.91% examples, 713824 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:23,858 : INFO : EPOCH 6 - PROGRESS: at 89.27% examples, 713897 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:24,871 : INFO : EPOCH 6 - PROGRESS: at 89.62% examples, 714006 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:25,879 : INFO : EPOCH 6 - PROGRESS: at 89.97% examples, 714080 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:26,891 : INFO : EPOCH 6 - PROGRESS: at 90.34% examples, 714109 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:27,892 : INFO : EPOCH 6 - PROGRESS: at 90.69% examples, 714204 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:28,901 : INFO : EPOCH 6 - PROGRESS: at 91.07% examples, 714315 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:54:29,910 : INFO : EPOCH 6 - PROGRESS: at 91.45% examples, 714348 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:30,911 : INFO : EPOCH 6 - PROGRESS: at 91.79% examples, 714397 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:31,927 : INFO : EPOCH 6 - PROGRESS: at 92.14% examples, 714474 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:32,939 : INFO : EPOCH 6 - PROGRESS: at 92.51% examples, 714511 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:33,948 : INFO : EPOCH 6 - PROGRESS: at 92.87% examples, 714605 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:34,950 : INFO : EPOCH 6 - PROGRESS: at 93.21% examples, 714678 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:35,958 : INFO : EPOCH 6 - PROGRESS: at 93.58% examples, 714785 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:54:36,961 : INFO : EPOCH 6 - PROGRESS: at 93.96% examples, 714867 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:37,972 : INFO : EPOCH 6 - PROGRESS: at 94.32% examples, 714889 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:38,985 : INFO : EPOCH 6 - PROGRESS: at 94.70% examples, 714971 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:39,993 : INFO : EPOCH 6 - PROGRESS: at 95.06% examples, 715052 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:40,995 : INFO : EPOCH 6 - PROGRESS: at 95.42% examples, 715146 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:41,996 : INFO : EPOCH 6 - PROGRESS: at 95.79% examples, 715228 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:43,005 : INFO : EPOCH 6 - PROGRESS: at 96.13% examples, 715305 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:54:44,005 : INFO : EPOCH 6 - PROGRESS: at 96.50% examples, 715368 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:45,005 : INFO : EPOCH 6 - PROGRESS: at 96.87% examples, 715481 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:46,016 : INFO : EPOCH 6 - PROGRESS: at 97.21% examples, 715554 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:47,023 : INFO : EPOCH 6 - PROGRESS: at 97.58% examples, 715606 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:48,026 : INFO : EPOCH 6 - PROGRESS: at 97.92% examples, 715757 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:54:49,033 : INFO : EPOCH 6 - PROGRESS: at 98.28% examples, 715822 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:50,035 : INFO : EPOCH 6 - PROGRESS: at 98.63% examples, 715916 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:51,036 : INFO : EPOCH 6 - PROGRESS: at 99.02% examples, 716001 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:52,040 : INFO : EPOCH 6 - PROGRESS: at 99.36% examples, 716082 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:53,049 : INFO : EPOCH 6 - PROGRESS: at 99.67% examples, 716166 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:53,942 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 22:54:53,947 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 22:54:53,960 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 22:54:53,974 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 22:54:53,975 : INFO : EPOCH - 6 : training on 265595784 raw words (206232855 effective words) took 287.9s, 716218 effective words/s
2020-07-23 22:54:54,979 : INFO : EPOCH 7 - PROGRESS: at 0.35% examples, 698461 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:55,982 : INFO : EPOCH 7 - PROGRESS: at 0.72% examples, 717450 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:54:56,985 : INFO : EPOCH 7 - PROGRESS: at 1.09% examples, 727238 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:58,006 : INFO : EPOCH 7 - PROGRESS: at 1.44% examples, 728536 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:54:59,006 : INFO : EPOCH 7 - PROGRESS: at 1.80% examples, 731528 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:00,019 : INFO : EPOCH 7 - PROGRESS: at 2.15% examples, 730946 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:01,027 : INFO : EPOCH 7 - PROGRESS: at 2.50% examples, 732223 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:55:02,032 : INFO : EPOCH 7 - PROGRESS: at 2.87% examples, 732808 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:03,039 : INFO : EPOCH 7 - PROGRESS: at 3.23% examples, 731538 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:04,049 : INFO : EPOCH 7 - PROGRESS: at 3.59% examples, 731858 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:05,049 : INFO : EPOCH 7 - PROGRESS: at 3.96% examples, 732329 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:06,054 : INFO : EPOCH 7 - PROGRESS: at 4.28% examples, 731877 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:07,055 : INFO : EPOCH 7 - PROGRESS: at 4.62% examples, 731976 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:08,066 : INFO : EPOCH 7 - PROGRESS: at 4.99% examples, 732451 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:09,067 : INFO : EPOCH 7 - PROGRESS: at 5.36% examples, 732404 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:10,068 : INFO : EPOCH 7 - PROGRESS: at 5.71% examples, 733316 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:11,083 : INFO : EPOCH 7 - PROGRESS: at 6.07% examples, 733403 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:12,095 : INFO : EPOCH 7 - PROGRESS: at 6.42% examples, 733635 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:55:13,102 : INFO : EPOCH 7 - PROGRESS: at 6.80% examples, 733311 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:14,111 : INFO : EPOCH 7 - PROGRESS: at 7.16% examples, 733524 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:15,111 : INFO : EPOCH 7 - PROGRESS: at 7.50% examples, 733891 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:55:16,116 : INFO : EPOCH 7 - PROGRESS: at 7.84% examples, 733512 words/s, in_qsize 7, out_qsize 2
2020-07-23 22:55:17,123 : INFO : EPOCH 7 - PROGRESS: at 8.23% examples, 733687 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:18,123 : INFO : EPOCH 7 - PROGRESS: at 8.61% examples, 733790 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:19,131 : INFO : EPOCH 7 - PROGRESS: at 8.97% examples, 734302 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:20,142 : INFO : EPOCH 7 - PROGRESS: at 9.35% examples, 734120 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:55:21,153 : INFO : EPOCH 7 - PROGRESS: at 9.71% examples, 734078 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:55:22,168 : INFO : EPOCH 7 - PROGRESS: at 10.11% examples, 733875 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:23,169 : INFO : EPOCH 7 - PROGRESS: at 10.47% examples, 734340 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:24,173 : INFO : EPOCH 7 - PROGRESS: at 10.85% examples, 733986 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:25,189 : INFO : EPOCH 7 - PROGRESS: at 11.21% examples, 733777 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:26,202 : INFO : EPOCH 7 - PROGRESS: at 11.57% examples, 733619 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:27,207 : INFO : EPOCH 7 - PROGRESS: at 11.92% examples, 733734 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:28,217 : INFO : EPOCH 7 - PROGRESS: at 12.25% examples, 734110 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:55:29,219 : INFO : EPOCH 7 - PROGRESS: at 12.61% examples, 734232 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:30,225 : INFO : EPOCH 7 - PROGRESS: at 12.98% examples, 734193 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:31,228 : INFO : EPOCH 7 - PROGRESS: at 13.36% examples, 734038 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:32,232 : INFO : EPOCH 7 - PROGRESS: at 13.71% examples, 734204 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:33,246 : INFO : EPOCH 7 - PROGRESS: at 14.05% examples, 734196 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:34,248 : INFO : EPOCH 7 - PROGRESS: at 14.38% examples, 734302 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:35,261 : INFO : EPOCH 7 - PROGRESS: at 14.74% examples, 734172 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:36,264 : INFO : EPOCH 7 - PROGRESS: at 15.10% examples, 734242 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:37,276 : INFO : EPOCH 7 - PROGRESS: at 15.46% examples, 734168 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:38,297 : INFO : EPOCH 7 - PROGRESS: at 15.80% examples, 733786 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:55:39,298 : INFO : EPOCH 7 - PROGRESS: at 16.18% examples, 733044 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:40,298 : INFO : EPOCH 7 - PROGRESS: at 16.53% examples, 732448 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:41,322 : INFO : EPOCH 7 - PROGRESS: at 16.84% examples, 729775 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:42,325 : INFO : EPOCH 7 - PROGRESS: at 17.20% examples, 729692 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:55:43,326 : INFO : EPOCH 7 - PROGRESS: at 17.59% examples, 729628 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:44,338 : INFO : EPOCH 7 - PROGRESS: at 17.95% examples, 729766 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:45,347 : INFO : EPOCH 7 - PROGRESS: at 18.30% examples, 729874 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:46,355 : INFO : EPOCH 7 - PROGRESS: at 18.65% examples, 730135 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:47,381 : INFO : EPOCH 7 - PROGRESS: at 19.02% examples, 730096 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:48,397 : INFO : EPOCH 7 - PROGRESS: at 19.41% examples, 730266 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:49,405 : INFO : EPOCH 7 - PROGRESS: at 19.77% examples, 730686 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:50,412 : INFO : EPOCH 7 - PROGRESS: at 20.13% examples, 730628 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:51,420 : INFO : EPOCH 7 - PROGRESS: at 20.49% examples, 730803 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:52,422 : INFO : EPOCH 7 - PROGRESS: at 20.86% examples, 731022 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:53,435 : INFO : EPOCH 7 - PROGRESS: at 21.23% examples, 730888 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:54,444 : INFO : EPOCH 7 - PROGRESS: at 21.58% examples, 731290 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:55,447 : INFO : EPOCH 7 - PROGRESS: at 21.94% examples, 731277 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:56,456 : INFO : EPOCH 7 - PROGRESS: at 22.31% examples, 731332 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:57,461 : INFO : EPOCH 7 - PROGRESS: at 22.67% examples, 731469 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:58,469 : INFO : EPOCH 7 - PROGRESS: at 23.04% examples, 731644 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:55:59,487 : INFO : EPOCH 7 - PROGRESS: at 23.39% examples, 731716 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:00,488 : INFO : EPOCH 7 - PROGRESS: at 23.74% examples, 731875 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:56:01,495 : INFO : EPOCH 7 - PROGRESS: at 24.11% examples, 731816 words/s, in_qsize 7, out_qsize 1
2020-07-23 22:56:02,498 : INFO : EPOCH 7 - PROGRESS: at 24.48% examples, 731836 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:03,507 : INFO : EPOCH 7 - PROGRESS: at 24.83% examples, 731941 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:04,508 : INFO : EPOCH 7 - PROGRESS: at 25.19% examples, 732025 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:05,509 : INFO : EPOCH 7 - PROGRESS: at 25.56% examples, 731963 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:06,517 : INFO : EPOCH 7 - PROGRESS: at 25.93% examples, 731923 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:07,527 : INFO : EPOCH 7 - PROGRESS: at 26.31% examples, 731987 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:08,537 : INFO : EPOCH 7 - PROGRESS: at 26.67% examples, 732031 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:56:09,537 : INFO : EPOCH 7 - PROGRESS: at 27.03% examples, 732253 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:10,547 : INFO : EPOCH 7 - PROGRESS: at 27.36% examples, 732283 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:11,552 : INFO : EPOCH 7 - PROGRESS: at 27.73% examples, 732464 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:12,560 : INFO : EPOCH 7 - PROGRESS: at 28.06% examples, 732502 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:13,563 : INFO : EPOCH 7 - PROGRESS: at 28.39% examples, 732583 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:14,566 : INFO : EPOCH 7 - PROGRESS: at 28.77% examples, 732672 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:15,591 : INFO : EPOCH 7 - PROGRESS: at 29.15% examples, 732565 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:56:16,600 : INFO : EPOCH 7 - PROGRESS: at 29.53% examples, 732615 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:17,601 : INFO : EPOCH 7 - PROGRESS: at 29.88% examples, 732486 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:18,614 : INFO : EPOCH 7 - PROGRESS: at 30.25% examples, 732511 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:19,621 : INFO : EPOCH 7 - PROGRESS: at 30.60% examples, 732582 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:20,624 : INFO : EPOCH 7 - PROGRESS: at 30.98% examples, 732545 words/s, in_qsize 7, out_qsize 1
2020-07-23 22:56:21,635 : INFO : EPOCH 7 - PROGRESS: at 31.36% examples, 732540 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:22,636 : INFO : EPOCH 7 - PROGRESS: at 31.72% examples, 732650 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:56:23,641 : INFO : EPOCH 7 - PROGRESS: at 32.10% examples, 732630 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:24,653 : INFO : EPOCH 7 - PROGRESS: at 32.47% examples, 732799 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:25,657 : INFO : EPOCH 7 - PROGRESS: at 32.84% examples, 732941 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:26,669 : INFO : EPOCH 7 - PROGRESS: at 33.19% examples, 732934 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:27,675 : INFO : EPOCH 7 - PROGRESS: at 33.55% examples, 733034 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:28,678 : INFO : EPOCH 7 - PROGRESS: at 33.94% examples, 732952 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:29,685 : INFO : EPOCH 7 - PROGRESS: at 34.29% examples, 732932 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:30,708 : INFO : EPOCH 7 - PROGRESS: at 34.66% examples, 732844 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:31,723 : INFO : EPOCH 7 - PROGRESS: at 35.01% examples, 732896 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:32,734 : INFO : EPOCH 7 - PROGRESS: at 35.37% examples, 733023 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:33,738 : INFO : EPOCH 7 - PROGRESS: at 35.73% examples, 733031 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:34,749 : INFO : EPOCH 7 - PROGRESS: at 36.09% examples, 733010 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:35,760 : INFO : EPOCH 7 - PROGRESS: at 36.45% examples, 733059 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:36,763 : INFO : EPOCH 7 - PROGRESS: at 36.81% examples, 733117 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:56:37,773 : INFO : EPOCH 7 - PROGRESS: at 37.16% examples, 733148 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:38,785 : INFO : EPOCH 7 - PROGRESS: at 37.53% examples, 733156 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:39,788 : INFO : EPOCH 7 - PROGRESS: at 37.88% examples, 733271 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:40,793 : INFO : EPOCH 7 - PROGRESS: at 38.21% examples, 733361 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:41,794 : INFO : EPOCH 7 - PROGRESS: at 38.59% examples, 733338 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:42,798 : INFO : EPOCH 7 - PROGRESS: at 38.94% examples, 733393 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:43,800 : INFO : EPOCH 7 - PROGRESS: at 39.28% examples, 733477 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:44,808 : INFO : EPOCH 7 - PROGRESS: at 39.61% examples, 733563 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:45,819 : INFO : EPOCH 7 - PROGRESS: at 39.96% examples, 733572 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:46,826 : INFO : EPOCH 7 - PROGRESS: at 40.32% examples, 733644 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:47,839 : INFO : EPOCH 7 - PROGRESS: at 40.68% examples, 733464 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:48,844 : INFO : EPOCH 7 - PROGRESS: at 41.03% examples, 733619 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:49,849 : INFO : EPOCH 7 - PROGRESS: at 41.40% examples, 733609 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:50,849 : INFO : EPOCH 7 - PROGRESS: at 41.80% examples, 733583 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:51,859 : INFO : EPOCH 7 - PROGRESS: at 42.17% examples, 733674 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:52,875 : INFO : EPOCH 7 - PROGRESS: at 42.52% examples, 733679 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:53,881 : INFO : EPOCH 7 - PROGRESS: at 42.88% examples, 733776 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:54,885 : INFO : EPOCH 7 - PROGRESS: at 43.23% examples, 733794 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:55,898 : INFO : EPOCH 7 - PROGRESS: at 43.60% examples, 733762 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:56,898 : INFO : EPOCH 7 - PROGRESS: at 43.98% examples, 733700 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:57,904 : INFO : EPOCH 7 - PROGRESS: at 44.34% examples, 733696 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:58,909 : INFO : EPOCH 7 - PROGRESS: at 44.72% examples, 733649 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:56:59,912 : INFO : EPOCH 7 - PROGRESS: at 45.08% examples, 733702 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:00,913 : INFO : EPOCH 7 - PROGRESS: at 45.40% examples, 733745 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:57:01,923 : INFO : EPOCH 7 - PROGRESS: at 45.74% examples, 733798 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:02,932 : INFO : EPOCH 7 - PROGRESS: at 46.05% examples, 733110 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:03,937 : INFO : EPOCH 7 - PROGRESS: at 46.39% examples, 733169 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:57:04,951 : INFO : EPOCH 7 - PROGRESS: at 46.76% examples, 733149 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:05,960 : INFO : EPOCH 7 - PROGRESS: at 47.12% examples, 733232 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:06,974 : INFO : EPOCH 7 - PROGRESS: at 47.49% examples, 733209 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:07,980 : INFO : EPOCH 7 - PROGRESS: at 47.85% examples, 733228 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:08,997 : INFO : EPOCH 7 - PROGRESS: at 48.22% examples, 733234 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:09,997 : INFO : EPOCH 7 - PROGRESS: at 48.58% examples, 733273 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:11,002 : INFO : EPOCH 7 - PROGRESS: at 48.93% examples, 733307 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:12,013 : INFO : EPOCH 7 - PROGRESS: at 49.30% examples, 733325 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:13,018 : INFO : EPOCH 7 - PROGRESS: at 49.63% examples, 733393 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:14,026 : INFO : EPOCH 7 - PROGRESS: at 49.98% examples, 733447 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:15,031 : INFO : EPOCH 7 - PROGRESS: at 50.32% examples, 733427 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:16,038 : INFO : EPOCH 7 - PROGRESS: at 50.67% examples, 733435 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:17,059 : INFO : EPOCH 7 - PROGRESS: at 51.03% examples, 733434 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:18,073 : INFO : EPOCH 7 - PROGRESS: at 51.39% examples, 733476 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:19,074 : INFO : EPOCH 7 - PROGRESS: at 51.74% examples, 733626 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:20,075 : INFO : EPOCH 7 - PROGRESS: at 52.09% examples, 733624 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:21,104 : INFO : EPOCH 7 - PROGRESS: at 52.46% examples, 733574 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:57:22,115 : INFO : EPOCH 7 - PROGRESS: at 52.83% examples, 733608 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:23,120 : INFO : EPOCH 7 - PROGRESS: at 53.15% examples, 733581 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:24,126 : INFO : EPOCH 7 - PROGRESS: at 53.49% examples, 733643 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:25,127 : INFO : EPOCH 7 - PROGRESS: at 53.85% examples, 733726 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:26,131 : INFO : EPOCH 7 - PROGRESS: at 54.20% examples, 733746 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:57:27,139 : INFO : EPOCH 7 - PROGRESS: at 54.57% examples, 733753 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:28,150 : INFO : EPOCH 7 - PROGRESS: at 54.92% examples, 733732 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:29,161 : INFO : EPOCH 7 - PROGRESS: at 55.27% examples, 733753 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:30,166 : INFO : EPOCH 7 - PROGRESS: at 55.62% examples, 733768 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:57:31,168 : INFO : EPOCH 7 - PROGRESS: at 55.98% examples, 733813 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:32,181 : INFO : EPOCH 7 - PROGRESS: at 56.36% examples, 733770 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:33,201 : INFO : EPOCH 7 - PROGRESS: at 56.70% examples, 733766 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:34,208 : INFO : EPOCH 7 - PROGRESS: at 57.06% examples, 733754 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:35,215 : INFO : EPOCH 7 - PROGRESS: at 57.37% examples, 733817 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:36,222 : INFO : EPOCH 7 - PROGRESS: at 57.77% examples, 733840 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:37,237 : INFO : EPOCH 7 - PROGRESS: at 58.14% examples, 733848 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:38,248 : INFO : EPOCH 7 - PROGRESS: at 58.50% examples, 733898 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:39,251 : INFO : EPOCH 7 - PROGRESS: at 58.86% examples, 733843 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:40,253 : INFO : EPOCH 7 - PROGRESS: at 59.20% examples, 733845 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:41,256 : INFO : EPOCH 7 - PROGRESS: at 59.59% examples, 733918 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:42,259 : INFO : EPOCH 7 - PROGRESS: at 59.95% examples, 733895 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:43,260 : INFO : EPOCH 7 - PROGRESS: at 60.31% examples, 733951 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:44,269 : INFO : EPOCH 7 - PROGRESS: at 60.66% examples, 733979 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:57:45,269 : INFO : EPOCH 7 - PROGRESS: at 61.03% examples, 733997 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:46,275 : INFO : EPOCH 7 - PROGRESS: at 61.39% examples, 733975 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:47,281 : INFO : EPOCH 7 - PROGRESS: at 61.73% examples, 734084 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:48,287 : INFO : EPOCH 7 - PROGRESS: at 62.09% examples, 734078 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:49,289 : INFO : EPOCH 7 - PROGRESS: at 62.47% examples, 734090 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:50,311 : INFO : EPOCH 7 - PROGRESS: at 62.81% examples, 734041 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:51,313 : INFO : EPOCH 7 - PROGRESS: at 63.18% examples, 734015 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:52,330 : INFO : EPOCH 7 - PROGRESS: at 63.54% examples, 733997 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:53,335 : INFO : EPOCH 7 - PROGRESS: at 63.88% examples, 734023 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:54,337 : INFO : EPOCH 7 - PROGRESS: at 64.25% examples, 734004 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:55,349 : INFO : EPOCH 7 - PROGRESS: at 64.60% examples, 734071 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:56,354 : INFO : EPOCH 7 - PROGRESS: at 64.97% examples, 734053 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:57,358 : INFO : EPOCH 7 - PROGRESS: at 65.32% examples, 734107 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:58,371 : INFO : EPOCH 7 - PROGRESS: at 65.69% examples, 734042 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:57:59,378 : INFO : EPOCH 7 - PROGRESS: at 66.03% examples, 734028 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:00,379 : INFO : EPOCH 7 - PROGRESS: at 66.41% examples, 733985 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:01,396 : INFO : EPOCH 7 - PROGRESS: at 66.74% examples, 734092 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:02,401 : INFO : EPOCH 7 - PROGRESS: at 67.10% examples, 734150 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:03,418 : INFO : EPOCH 7 - PROGRESS: at 67.46% examples, 734173 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:04,422 : INFO : EPOCH 7 - PROGRESS: at 67.85% examples, 734193 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:05,440 : INFO : EPOCH 7 - PROGRESS: at 68.22% examples, 734182 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:06,448 : INFO : EPOCH 7 - PROGRESS: at 68.59% examples, 734211 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:07,462 : INFO : EPOCH 7 - PROGRESS: at 68.96% examples, 734207 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:08,471 : INFO : EPOCH 7 - PROGRESS: at 69.35% examples, 734199 words/s, in_qsize 6, out_qsize 1
2020-07-23 22:58:09,490 : INFO : EPOCH 7 - PROGRESS: at 69.74% examples, 734149 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:10,493 : INFO : EPOCH 7 - PROGRESS: at 70.10% examples, 734147 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:11,499 : INFO : EPOCH 7 - PROGRESS: at 70.47% examples, 734149 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:12,505 : INFO : EPOCH 7 - PROGRESS: at 70.81% examples, 734171 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:13,514 : INFO : EPOCH 7 - PROGRESS: at 71.17% examples, 734158 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:14,527 : INFO : EPOCH 7 - PROGRESS: at 71.53% examples, 734184 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:15,528 : INFO : EPOCH 7 - PROGRESS: at 71.87% examples, 734187 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:16,532 : INFO : EPOCH 7 - PROGRESS: at 72.22% examples, 734207 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:17,536 : INFO : EPOCH 7 - PROGRESS: at 72.60% examples, 734161 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:18,539 : INFO : EPOCH 7 - PROGRESS: at 72.95% examples, 734060 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:19,544 : INFO : EPOCH 7 - PROGRESS: at 73.27% examples, 733915 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:20,548 : INFO : EPOCH 7 - PROGRESS: at 73.63% examples, 733691 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:58:21,563 : INFO : EPOCH 7 - PROGRESS: at 73.92% examples, 733047 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:22,565 : INFO : EPOCH 7 - PROGRESS: at 74.28% examples, 733074 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:23,571 : INFO : EPOCH 7 - PROGRESS: at 74.62% examples, 733114 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:24,575 : INFO : EPOCH 7 - PROGRESS: at 74.98% examples, 733111 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:25,583 : INFO : EPOCH 7 - PROGRESS: at 75.32% examples, 733191 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:26,585 : INFO : EPOCH 7 - PROGRESS: at 75.67% examples, 733224 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:27,586 : INFO : EPOCH 7 - PROGRESS: at 76.01% examples, 733216 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:28,587 : INFO : EPOCH 7 - PROGRESS: at 76.37% examples, 733233 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:29,595 : INFO : EPOCH 7 - PROGRESS: at 76.74% examples, 733228 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:30,611 : INFO : EPOCH 7 - PROGRESS: at 77.08% examples, 733245 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:58:31,635 : INFO : EPOCH 7 - PROGRESS: at 77.45% examples, 733251 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:32,644 : INFO : EPOCH 7 - PROGRESS: at 77.83% examples, 733283 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:58:33,660 : INFO : EPOCH 7 - PROGRESS: at 78.18% examples, 733315 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:34,663 : INFO : EPOCH 7 - PROGRESS: at 78.53% examples, 733333 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:35,669 : INFO : EPOCH 7 - PROGRESS: at 78.86% examples, 733383 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:36,687 : INFO : EPOCH 7 - PROGRESS: at 79.22% examples, 733391 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:37,691 : INFO : EPOCH 7 - PROGRESS: at 79.58% examples, 733395 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:38,692 : INFO : EPOCH 7 - PROGRESS: at 79.96% examples, 733447 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:39,699 : INFO : EPOCH 7 - PROGRESS: at 80.32% examples, 733459 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:40,700 : INFO : EPOCH 7 - PROGRESS: at 80.68% examples, 733561 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:41,702 : INFO : EPOCH 7 - PROGRESS: at 81.05% examples, 733580 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:58:42,712 : INFO : EPOCH 7 - PROGRESS: at 81.39% examples, 733627 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:43,725 : INFO : EPOCH 7 - PROGRESS: at 81.78% examples, 733580 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:44,727 : INFO : EPOCH 7 - PROGRESS: at 82.14% examples, 733599 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:45,727 : INFO : EPOCH 7 - PROGRESS: at 82.48% examples, 733614 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:46,747 : INFO : EPOCH 7 - PROGRESS: at 82.83% examples, 733627 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:47,755 : INFO : EPOCH 7 - PROGRESS: at 83.20% examples, 733648 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:48,762 : INFO : EPOCH 7 - PROGRESS: at 83.58% examples, 733643 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:49,775 : INFO : EPOCH 7 - PROGRESS: at 83.96% examples, 733657 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:50,782 : INFO : EPOCH 7 - PROGRESS: at 84.29% examples, 733687 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:51,792 : INFO : EPOCH 7 - PROGRESS: at 84.64% examples, 733734 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:58:52,804 : INFO : EPOCH 7 - PROGRESS: at 85.01% examples, 733748 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:53,818 : INFO : EPOCH 7 - PROGRESS: at 85.36% examples, 733770 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:54,823 : INFO : EPOCH 7 - PROGRESS: at 85.71% examples, 733827 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:55,831 : INFO : EPOCH 7 - PROGRESS: at 86.04% examples, 733843 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:58:56,836 : INFO : EPOCH 7 - PROGRESS: at 86.38% examples, 733891 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:57,839 : INFO : EPOCH 7 - PROGRESS: at 86.75% examples, 733925 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:58,841 : INFO : EPOCH 7 - PROGRESS: at 87.11% examples, 733908 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:58:59,841 : INFO : EPOCH 7 - PROGRESS: at 87.47% examples, 733924 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:00,846 : INFO : EPOCH 7 - PROGRESS: at 87.86% examples, 733874 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:01,847 : INFO : EPOCH 7 - PROGRESS: at 88.21% examples, 733884 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:02,853 : INFO : EPOCH 7 - PROGRESS: at 88.57% examples, 733938 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:03,862 : INFO : EPOCH 7 - PROGRESS: at 88.94% examples, 733931 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:04,874 : INFO : EPOCH 7 - PROGRESS: at 89.30% examples, 733933 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:05,888 : INFO : EPOCH 7 - PROGRESS: at 89.67% examples, 733963 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:06,890 : INFO : EPOCH 7 - PROGRESS: at 90.02% examples, 733981 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:07,911 : INFO : EPOCH 7 - PROGRESS: at 90.40% examples, 733934 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:08,920 : INFO : EPOCH 7 - PROGRESS: at 90.75% examples, 733963 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:09,926 : INFO : EPOCH 7 - PROGRESS: at 91.11% examples, 733984 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:10,930 : INFO : EPOCH 7 - PROGRESS: at 91.49% examples, 733959 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:11,944 : INFO : EPOCH 7 - PROGRESS: at 91.84% examples, 733913 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:12,945 : INFO : EPOCH 7 - PROGRESS: at 92.20% examples, 733942 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:13,959 : INFO : EPOCH 7 - PROGRESS: at 92.56% examples, 733951 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:14,978 : INFO : EPOCH 7 - PROGRESS: at 92.92% examples, 733921 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:15,983 : INFO : EPOCH 7 - PROGRESS: at 93.28% examples, 733952 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:59:17,003 : INFO : EPOCH 7 - PROGRESS: at 93.63% examples, 733935 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:18,006 : INFO : EPOCH 7 - PROGRESS: at 94.01% examples, 733954 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:19,006 : INFO : EPOCH 7 - PROGRESS: at 94.37% examples, 733937 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:20,011 : INFO : EPOCH 7 - PROGRESS: at 94.75% examples, 733911 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:21,012 : INFO : EPOCH 7 - PROGRESS: at 95.11% examples, 733960 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:22,013 : INFO : EPOCH 7 - PROGRESS: at 95.47% examples, 733947 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:23,015 : INFO : EPOCH 7 - PROGRESS: at 95.83% examples, 733944 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:24,022 : INFO : EPOCH 7 - PROGRESS: at 96.16% examples, 733969 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:25,026 : INFO : EPOCH 7 - PROGRESS: at 96.55% examples, 733957 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:26,034 : INFO : EPOCH 7 - PROGRESS: at 96.91% examples, 733963 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:59:27,048 : INFO : EPOCH 7 - PROGRESS: at 97.26% examples, 734014 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:28,052 : INFO : EPOCH 7 - PROGRESS: at 97.63% examples, 734001 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:29,064 : INFO : EPOCH 7 - PROGRESS: at 97.95% examples, 734007 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:30,072 : INFO : EPOCH 7 - PROGRESS: at 98.32% examples, 734001 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:31,092 : INFO : EPOCH 7 - PROGRESS: at 98.68% examples, 734031 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:32,104 : INFO : EPOCH 7 - PROGRESS: at 99.05% examples, 734021 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:33,112 : INFO : EPOCH 7 - PROGRESS: at 99.39% examples, 734074 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:34,113 : INFO : EPOCH 7 - PROGRESS: at 99.71% examples, 734087 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:34,875 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 22:59:34,885 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 22:59:34,887 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 22:59:34,898 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 22:59:34,899 : INFO : EPOCH - 7 : training on 265595784 raw words (206226966 effective words) took 280.9s, 734113 effective words/s
2020-07-23 22:59:35,908 : INFO : EPOCH 8 - PROGRESS: at 0.37% examples, 715684 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:36,908 : INFO : EPOCH 8 - PROGRESS: at 0.73% examples, 725390 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:37,913 : INFO : EPOCH 8 - PROGRESS: at 1.09% examples, 731976 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:38,916 : INFO : EPOCH 8 - PROGRESS: at 1.45% examples, 737061 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:39,924 : INFO : EPOCH 8 - PROGRESS: at 1.81% examples, 737121 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:40,931 : INFO : EPOCH 8 - PROGRESS: at 2.15% examples, 736937 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:59:41,933 : INFO : EPOCH 8 - PROGRESS: at 2.51% examples, 738425 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:42,941 : INFO : EPOCH 8 - PROGRESS: at 2.89% examples, 737938 words/s, in_qsize 8, out_qsize 0
2020-07-23 22:59:43,943 : INFO : EPOCH 8 - PROGRESS: at 3.25% examples, 737744 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:44,964 : INFO : EPOCH 8 - PROGRESS: at 3.62% examples, 737918 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:45,965 : INFO : EPOCH 8 - PROGRESS: at 3.99% examples, 738264 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:46,969 : INFO : EPOCH 8 - PROGRESS: at 4.32% examples, 736793 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:47,982 : INFO : EPOCH 8 - PROGRESS: at 4.65% examples, 736730 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:48,988 : INFO : EPOCH 8 - PROGRESS: at 5.02% examples, 736757 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:49,988 : INFO : EPOCH 8 - PROGRESS: at 5.39% examples, 736967 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:51,005 : INFO : EPOCH 8 - PROGRESS: at 5.73% examples, 736979 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:52,016 : INFO : EPOCH 8 - PROGRESS: at 6.10% examples, 737588 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:53,016 : INFO : EPOCH 8 - PROGRESS: at 6.47% examples, 738653 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:54,018 : INFO : EPOCH 8 - PROGRESS: at 6.84% examples, 738425 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:55,027 : INFO : EPOCH 8 - PROGRESS: at 7.20% examples, 738470 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:56,028 : INFO : EPOCH 8 - PROGRESS: at 7.54% examples, 738431 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:57,037 : INFO : EPOCH 8 - PROGRESS: at 7.89% examples, 738205 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:58,044 : INFO : EPOCH 8 - PROGRESS: at 8.28% examples, 738002 words/s, in_qsize 7, out_qsize 0
2020-07-23 22:59:59,065 : INFO : EPOCH 8 - PROGRESS: at 8.66% examples, 737814 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:00,072 : INFO : EPOCH 8 - PROGRESS: at 9.03% examples, 737787 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:01,075 : INFO : EPOCH 8 - PROGRESS: at 9.41% examples, 737698 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:02,081 : INFO : EPOCH 8 - PROGRESS: at 9.75% examples, 737642 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:03,097 : INFO : EPOCH 8 - PROGRESS: at 10.14% examples, 737140 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:04,098 : INFO : EPOCH 8 - PROGRESS: at 10.53% examples, 737271 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:05,110 : INFO : EPOCH 8 - PROGRESS: at 10.90% examples, 737031 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:06,120 : INFO : EPOCH 8 - PROGRESS: at 11.26% examples, 737113 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:07,121 : INFO : EPOCH 8 - PROGRESS: at 11.62% examples, 736994 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:08,127 : INFO : EPOCH 8 - PROGRESS: at 11.97% examples, 737286 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:09,129 : INFO : EPOCH 8 - PROGRESS: at 12.30% examples, 737734 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:10,135 : INFO : EPOCH 8 - PROGRESS: at 12.67% examples, 737589 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:00:11,142 : INFO : EPOCH 8 - PROGRESS: at 13.03% examples, 737300 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:12,152 : INFO : EPOCH 8 - PROGRESS: at 13.41% examples, 737434 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:13,159 : INFO : EPOCH 8 - PROGRESS: at 13.77% examples, 737477 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:14,163 : INFO : EPOCH 8 - PROGRESS: at 14.12% examples, 737994 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:15,179 : INFO : EPOCH 8 - PROGRESS: at 14.45% examples, 737876 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:00:16,182 : INFO : EPOCH 8 - PROGRESS: at 14.82% examples, 738072 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:17,194 : INFO : EPOCH 8 - PROGRESS: at 15.17% examples, 738019 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:18,205 : INFO : EPOCH 8 - PROGRESS: at 15.54% examples, 737938 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:19,217 : INFO : EPOCH 8 - PROGRESS: at 15.90% examples, 738116 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:20,232 : INFO : EPOCH 8 - PROGRESS: at 16.29% examples, 738011 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:21,243 : INFO : EPOCH 8 - PROGRESS: at 16.66% examples, 737906 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:00:22,252 : INFO : EPOCH 8 - PROGRESS: at 17.02% examples, 738084 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:23,258 : INFO : EPOCH 8 - PROGRESS: at 17.40% examples, 737678 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:24,263 : INFO : EPOCH 8 - PROGRESS: at 17.77% examples, 737561 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:25,267 : INFO : EPOCH 8 - PROGRESS: at 18.14% examples, 737515 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:26,288 : INFO : EPOCH 8 - PROGRESS: at 18.48% examples, 737417 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:27,290 : INFO : EPOCH 8 - PROGRESS: at 18.85% examples, 737773 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:28,296 : INFO : EPOCH 8 - PROGRESS: at 19.22% examples, 737496 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:29,303 : INFO : EPOCH 8 - PROGRESS: at 19.60% examples, 737385 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:30,304 : INFO : EPOCH 8 - PROGRESS: at 19.94% examples, 737431 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:31,311 : INFO : EPOCH 8 - PROGRESS: at 20.32% examples, 737356 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:32,325 : INFO : EPOCH 8 - PROGRESS: at 20.66% examples, 737469 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:33,341 : INFO : EPOCH 8 - PROGRESS: at 21.03% examples, 737510 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:34,351 : INFO : EPOCH 8 - PROGRESS: at 21.41% examples, 737348 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:00:35,352 : INFO : EPOCH 8 - PROGRESS: at 21.75% examples, 737315 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:36,357 : INFO : EPOCH 8 - PROGRESS: at 22.11% examples, 737424 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:37,371 : INFO : EPOCH 8 - PROGRESS: at 22.49% examples, 737200 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:00:38,377 : INFO : EPOCH 8 - PROGRESS: at 22.84% examples, 737150 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:39,378 : INFO : EPOCH 8 - PROGRESS: at 23.21% examples, 737293 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:40,381 : INFO : EPOCH 8 - PROGRESS: at 23.54% examples, 737298 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:41,381 : INFO : EPOCH 8 - PROGRESS: at 23.90% examples, 737099 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:42,381 : INFO : EPOCH 8 - PROGRESS: at 24.28% examples, 737101 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:43,397 : INFO : EPOCH 8 - PROGRESS: at 24.64% examples, 736955 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:44,399 : INFO : EPOCH 8 - PROGRESS: at 24.99% examples, 737077 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:45,411 : INFO : EPOCH 8 - PROGRESS: at 25.36% examples, 737089 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:46,430 : INFO : EPOCH 8 - PROGRESS: at 25.74% examples, 736996 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:47,446 : INFO : EPOCH 8 - PROGRESS: at 26.12% examples, 736970 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:48,467 : INFO : EPOCH 8 - PROGRESS: at 26.50% examples, 736947 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:49,483 : INFO : EPOCH 8 - PROGRESS: at 26.85% examples, 736948 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:50,484 : INFO : EPOCH 8 - PROGRESS: at 27.19% examples, 737035 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:51,491 : INFO : EPOCH 8 - PROGRESS: at 27.54% examples, 737092 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:52,494 : INFO : EPOCH 8 - PROGRESS: at 27.90% examples, 737144 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:53,500 : INFO : EPOCH 8 - PROGRESS: at 28.22% examples, 737097 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:54,502 : INFO : EPOCH 8 - PROGRESS: at 28.58% examples, 737221 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:55,514 : INFO : EPOCH 8 - PROGRESS: at 28.95% examples, 737131 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:56,519 : INFO : EPOCH 8 - PROGRESS: at 29.33% examples, 737185 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:57,519 : INFO : EPOCH 8 - PROGRESS: at 29.71% examples, 736907 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:58,533 : INFO : EPOCH 8 - PROGRESS: at 30.05% examples, 736750 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:00:59,534 : INFO : EPOCH 8 - PROGRESS: at 30.40% examples, 736235 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:00,538 : INFO : EPOCH 8 - PROGRESS: at 30.72% examples, 735714 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:01,546 : INFO : EPOCH 8 - PROGRESS: at 31.04% examples, 734225 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:02,553 : INFO : EPOCH 8 - PROGRESS: at 31.43% examples, 734296 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:01:03,558 : INFO : EPOCH 8 - PROGRESS: at 31.80% examples, 734348 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:04,566 : INFO : EPOCH 8 - PROGRESS: at 32.17% examples, 734471 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:05,586 : INFO : EPOCH 8 - PROGRESS: at 32.53% examples, 734434 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:06,602 : INFO : EPOCH 8 - PROGRESS: at 32.90% examples, 734494 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:07,605 : INFO : EPOCH 8 - PROGRESS: at 33.27% examples, 734612 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:08,608 : INFO : EPOCH 8 - PROGRESS: at 33.62% examples, 734660 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:09,616 : INFO : EPOCH 8 - PROGRESS: at 34.02% examples, 734548 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:10,619 : INFO : EPOCH 8 - PROGRESS: at 34.37% examples, 734728 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:11,627 : INFO : EPOCH 8 - PROGRESS: at 34.74% examples, 734669 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:01:12,630 : INFO : EPOCH 8 - PROGRESS: at 35.08% examples, 734857 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:13,638 : INFO : EPOCH 8 - PROGRESS: at 35.45% examples, 734933 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:14,638 : INFO : EPOCH 8 - PROGRESS: at 35.81% examples, 734979 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:01:15,640 : INFO : EPOCH 8 - PROGRESS: at 36.17% examples, 734990 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:16,648 : INFO : EPOCH 8 - PROGRESS: at 36.53% examples, 735088 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:17,653 : INFO : EPOCH 8 - PROGRESS: at 36.89% examples, 735179 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:18,660 : INFO : EPOCH 8 - PROGRESS: at 37.24% examples, 735224 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:19,668 : INFO : EPOCH 8 - PROGRESS: at 37.60% examples, 735236 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:20,669 : INFO : EPOCH 8 - PROGRESS: at 37.95% examples, 735197 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:21,671 : INFO : EPOCH 8 - PROGRESS: at 38.29% examples, 735340 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:22,673 : INFO : EPOCH 8 - PROGRESS: at 38.67% examples, 735371 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:23,677 : INFO : EPOCH 8 - PROGRESS: at 39.02% examples, 735439 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:24,683 : INFO : EPOCH 8 - PROGRESS: at 39.36% examples, 735522 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:25,688 : INFO : EPOCH 8 - PROGRESS: at 39.70% examples, 735468 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:26,692 : INFO : EPOCH 8 - PROGRESS: at 40.05% examples, 735449 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:27,693 : INFO : EPOCH 8 - PROGRESS: at 40.40% examples, 735558 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:28,700 : INFO : EPOCH 8 - PROGRESS: at 40.76% examples, 735552 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:29,713 : INFO : EPOCH 8 - PROGRESS: at 41.11% examples, 735545 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:30,718 : INFO : EPOCH 8 - PROGRESS: at 41.50% examples, 735574 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:31,721 : INFO : EPOCH 8 - PROGRESS: at 41.88% examples, 735619 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:32,723 : INFO : EPOCH 8 - PROGRESS: at 42.25% examples, 735500 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:33,737 : INFO : EPOCH 8 - PROGRESS: at 42.60% examples, 735515 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:34,754 : INFO : EPOCH 8 - PROGRESS: at 42.96% examples, 735571 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:35,767 : INFO : EPOCH 8 - PROGRESS: at 43.32% examples, 735664 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:01:36,774 : INFO : EPOCH 8 - PROGRESS: at 43.71% examples, 735584 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:37,785 : INFO : EPOCH 8 - PROGRESS: at 44.08% examples, 735532 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:38,787 : INFO : EPOCH 8 - PROGRESS: at 44.44% examples, 735550 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:39,807 : INFO : EPOCH 8 - PROGRESS: at 44.81% examples, 735509 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:40,811 : INFO : EPOCH 8 - PROGRESS: at 45.17% examples, 735491 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:41,827 : INFO : EPOCH 8 - PROGRESS: at 45.49% examples, 735562 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:42,833 : INFO : EPOCH 8 - PROGRESS: at 45.83% examples, 735588 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:43,836 : INFO : EPOCH 8 - PROGRESS: at 46.18% examples, 735707 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:44,844 : INFO : EPOCH 8 - PROGRESS: at 46.54% examples, 735689 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:45,860 : INFO : EPOCH 8 - PROGRESS: at 46.91% examples, 735748 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:46,861 : INFO : EPOCH 8 - PROGRESS: at 47.27% examples, 735819 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:47,863 : INFO : EPOCH 8 - PROGRESS: at 47.64% examples, 735906 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:48,863 : INFO : EPOCH 8 - PROGRESS: at 48.00% examples, 735960 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:49,869 : INFO : EPOCH 8 - PROGRESS: at 48.37% examples, 735866 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:50,877 : INFO : EPOCH 8 - PROGRESS: at 48.73% examples, 735970 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:51,889 : INFO : EPOCH 8 - PROGRESS: at 49.09% examples, 736024 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:52,898 : INFO : EPOCH 8 - PROGRESS: at 49.45% examples, 736126 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:53,907 : INFO : EPOCH 8 - PROGRESS: at 49.80% examples, 736107 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:54,912 : INFO : EPOCH 8 - PROGRESS: at 50.15% examples, 736169 words/s, in_qsize 8, out_qsize 1
2020-07-23 23:01:55,914 : INFO : EPOCH 8 - PROGRESS: at 50.48% examples, 736183 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:56,929 : INFO : EPOCH 8 - PROGRESS: at 50.85% examples, 736211 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:57,929 : INFO : EPOCH 8 - PROGRESS: at 51.20% examples, 736302 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:58,937 : INFO : EPOCH 8 - PROGRESS: at 51.56% examples, 736243 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:01:59,938 : INFO : EPOCH 8 - PROGRESS: at 51.90% examples, 736321 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:00,942 : INFO : EPOCH 8 - PROGRESS: at 52.25% examples, 736316 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:01,943 : INFO : EPOCH 8 - PROGRESS: at 52.63% examples, 736266 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:02:02,951 : INFO : EPOCH 8 - PROGRESS: at 52.95% examples, 736336 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:03,951 : INFO : EPOCH 8 - PROGRESS: at 53.31% examples, 736331 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:04,969 : INFO : EPOCH 8 - PROGRESS: at 53.65% examples, 736358 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:05,977 : INFO : EPOCH 8 - PROGRESS: at 54.01% examples, 736399 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:02:06,984 : INFO : EPOCH 8 - PROGRESS: at 54.36% examples, 736425 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:07,997 : INFO : EPOCH 8 - PROGRESS: at 54.74% examples, 736386 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:09,001 : INFO : EPOCH 8 - PROGRESS: at 55.08% examples, 736387 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:10,006 : INFO : EPOCH 8 - PROGRESS: at 55.44% examples, 736370 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:11,007 : INFO : EPOCH 8 - PROGRESS: at 55.78% examples, 736415 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:12,013 : INFO : EPOCH 8 - PROGRESS: at 56.15% examples, 736409 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:13,025 : INFO : EPOCH 8 - PROGRESS: at 56.52% examples, 736346 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:14,025 : INFO : EPOCH 8 - PROGRESS: at 56.85% examples, 736450 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:15,029 : INFO : EPOCH 8 - PROGRESS: at 57.21% examples, 736499 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:16,030 : INFO : EPOCH 8 - PROGRESS: at 57.55% examples, 736512 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:17,035 : INFO : EPOCH 8 - PROGRESS: at 57.93% examples, 736483 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:18,039 : INFO : EPOCH 8 - PROGRESS: at 58.30% examples, 736544 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:02:19,043 : INFO : EPOCH 8 - PROGRESS: at 58.65% examples, 736550 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:02:20,050 : INFO : EPOCH 8 - PROGRESS: at 59.01% examples, 736559 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:21,069 : INFO : EPOCH 8 - PROGRESS: at 59.40% examples, 736548 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:22,069 : INFO : EPOCH 8 - PROGRESS: at 59.77% examples, 736612 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:23,076 : INFO : EPOCH 8 - PROGRESS: at 60.14% examples, 736594 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:24,079 : INFO : EPOCH 8 - PROGRESS: at 60.48% examples, 736572 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:02:25,084 : INFO : EPOCH 8 - PROGRESS: at 60.84% examples, 736603 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:26,100 : INFO : EPOCH 8 - PROGRESS: at 61.21% examples, 736584 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:27,106 : INFO : EPOCH 8 - PROGRESS: at 61.56% examples, 736664 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:28,110 : INFO : EPOCH 8 - PROGRESS: at 61.91% examples, 736742 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:29,118 : INFO : EPOCH 8 - PROGRESS: at 62.29% examples, 736720 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:30,122 : INFO : EPOCH 8 - PROGRESS: at 62.65% examples, 736726 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:31,137 : INFO : EPOCH 8 - PROGRESS: at 63.00% examples, 736728 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:32,138 : INFO : EPOCH 8 - PROGRESS: at 63.37% examples, 736715 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:33,140 : INFO : EPOCH 8 - PROGRESS: at 63.71% examples, 736727 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:34,143 : INFO : EPOCH 8 - PROGRESS: at 64.08% examples, 736723 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:35,150 : INFO : EPOCH 8 - PROGRESS: at 64.42% examples, 736785 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:36,152 : INFO : EPOCH 8 - PROGRESS: at 64.80% examples, 736852 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:37,155 : INFO : EPOCH 8 - PROGRESS: at 65.15% examples, 736883 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:38,158 : INFO : EPOCH 8 - PROGRESS: at 65.52% examples, 736903 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:39,163 : INFO : EPOCH 8 - PROGRESS: at 65.89% examples, 736938 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:40,167 : INFO : EPOCH 8 - PROGRESS: at 66.25% examples, 736932 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:02:41,173 : INFO : EPOCH 8 - PROGRESS: at 66.61% examples, 737064 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:42,175 : INFO : EPOCH 8 - PROGRESS: at 66.97% examples, 737035 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:43,201 : INFO : EPOCH 8 - PROGRESS: at 67.31% examples, 737049 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:44,204 : INFO : EPOCH 8 - PROGRESS: at 67.68% examples, 737142 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:45,205 : INFO : EPOCH 8 - PROGRESS: at 68.06% examples, 737141 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:46,212 : INFO : EPOCH 8 - PROGRESS: at 68.44% examples, 737105 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:47,215 : INFO : EPOCH 8 - PROGRESS: at 68.79% examples, 737111 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:48,216 : INFO : EPOCH 8 - PROGRESS: at 69.18% examples, 737116 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:49,227 : INFO : EPOCH 8 - PROGRESS: at 69.56% examples, 737044 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:50,230 : INFO : EPOCH 8 - PROGRESS: at 69.95% examples, 736977 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:51,239 : INFO : EPOCH 8 - PROGRESS: at 70.33% examples, 736949 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:52,242 : INFO : EPOCH 8 - PROGRESS: at 70.67% examples, 737035 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:53,243 : INFO : EPOCH 8 - PROGRESS: at 71.02% examples, 737074 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:54,245 : INFO : EPOCH 8 - PROGRESS: at 71.38% examples, 737031 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:55,256 : INFO : EPOCH 8 - PROGRESS: at 71.72% examples, 736988 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:56,274 : INFO : EPOCH 8 - PROGRESS: at 72.07% examples, 737043 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:02:57,275 : INFO : EPOCH 8 - PROGRESS: at 72.44% examples, 737027 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:02:58,278 : INFO : EPOCH 8 - PROGRESS: at 72.81% examples, 737033 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:02:59,289 : INFO : EPOCH 8 - PROGRESS: at 73.15% examples, 737040 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:00,289 : INFO : EPOCH 8 - PROGRESS: at 73.53% examples, 736999 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:01,303 : INFO : EPOCH 8 - PROGRESS: at 73.89% examples, 736998 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:02,308 : INFO : EPOCH 8 - PROGRESS: at 74.25% examples, 737011 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:03,313 : INFO : EPOCH 8 - PROGRESS: at 74.60% examples, 737009 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:04,317 : INFO : EPOCH 8 - PROGRESS: at 74.96% examples, 737037 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:05,343 : INFO : EPOCH 8 - PROGRESS: at 75.30% examples, 737016 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:06,354 : INFO : EPOCH 8 - PROGRESS: at 75.65% examples, 737059 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:07,361 : INFO : EPOCH 8 - PROGRESS: at 76.00% examples, 737093 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:08,370 : INFO : EPOCH 8 - PROGRESS: at 76.36% examples, 737093 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:03:09,372 : INFO : EPOCH 8 - PROGRESS: at 76.73% examples, 737091 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:10,380 : INFO : EPOCH 8 - PROGRESS: at 77.07% examples, 737110 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:11,391 : INFO : EPOCH 8 - PROGRESS: at 77.43% examples, 737124 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:03:12,402 : INFO : EPOCH 8 - PROGRESS: at 77.82% examples, 737125 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:13,416 : INFO : EPOCH 8 - PROGRESS: at 78.16% examples, 737156 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:14,417 : INFO : EPOCH 8 - PROGRESS: at 78.53% examples, 737192 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:15,423 : INFO : EPOCH 8 - PROGRESS: at 78.85% examples, 737186 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:16,444 : INFO : EPOCH 8 - PROGRESS: at 79.21% examples, 737149 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:17,454 : INFO : EPOCH 8 - PROGRESS: at 79.58% examples, 737230 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:18,459 : INFO : EPOCH 8 - PROGRESS: at 79.96% examples, 737253 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:19,471 : INFO : EPOCH 8 - PROGRESS: at 80.32% examples, 737261 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:03:20,474 : INFO : EPOCH 8 - PROGRESS: at 80.67% examples, 737268 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:21,485 : INFO : EPOCH 8 - PROGRESS: at 81.05% examples, 737288 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:22,490 : INFO : EPOCH 8 - PROGRESS: at 81.39% examples, 737307 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:23,501 : INFO : EPOCH 8 - PROGRESS: at 81.78% examples, 737308 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:24,502 : INFO : EPOCH 8 - PROGRESS: at 82.14% examples, 737315 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:25,505 : INFO : EPOCH 8 - PROGRESS: at 82.46% examples, 737179 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:26,514 : INFO : EPOCH 8 - PROGRESS: at 82.80% examples, 737104 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:27,516 : INFO : EPOCH 8 - PROGRESS: at 83.17% examples, 737100 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:28,518 : INFO : EPOCH 8 - PROGRESS: at 83.56% examples, 737063 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:29,520 : INFO : EPOCH 8 - PROGRESS: at 83.92% examples, 737060 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:30,523 : INFO : EPOCH 8 - PROGRESS: at 84.26% examples, 737055 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:31,529 : INFO : EPOCH 8 - PROGRESS: at 84.61% examples, 737122 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:32,546 : INFO : EPOCH 8 - PROGRESS: at 84.97% examples, 737077 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:33,546 : INFO : EPOCH 8 - PROGRESS: at 85.32% examples, 737125 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:34,563 : INFO : EPOCH 8 - PROGRESS: at 85.67% examples, 737114 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:35,566 : INFO : EPOCH 8 - PROGRESS: at 86.00% examples, 737140 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:36,580 : INFO : EPOCH 8 - PROGRESS: at 86.34% examples, 737218 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:37,582 : INFO : EPOCH 8 - PROGRESS: at 86.72% examples, 737235 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:38,591 : INFO : EPOCH 8 - PROGRESS: at 87.06% examples, 737121 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:39,598 : INFO : EPOCH 8 - PROGRESS: at 87.42% examples, 737006 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:40,601 : INFO : EPOCH 8 - PROGRESS: at 87.79% examples, 736743 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:41,604 : INFO : EPOCH 8 - PROGRESS: at 88.09% examples, 736332 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:42,610 : INFO : EPOCH 8 - PROGRESS: at 88.43% examples, 736331 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:43,611 : INFO : EPOCH 8 - PROGRESS: at 88.81% examples, 736293 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:44,627 : INFO : EPOCH 8 - PROGRESS: at 89.16% examples, 736283 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:03:45,639 : INFO : EPOCH 8 - PROGRESS: at 89.53% examples, 736336 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:46,641 : INFO : EPOCH 8 - PROGRESS: at 89.88% examples, 736395 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:47,641 : INFO : EPOCH 8 - PROGRESS: at 90.26% examples, 736355 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:48,642 : INFO : EPOCH 8 - PROGRESS: at 90.61% examples, 736350 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:49,656 : INFO : EPOCH 8 - PROGRESS: at 90.98% examples, 736293 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:50,664 : INFO : EPOCH 8 - PROGRESS: at 91.35% examples, 736334 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:51,666 : INFO : EPOCH 8 - PROGRESS: at 91.70% examples, 736286 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:52,668 : INFO : EPOCH 8 - PROGRESS: at 92.06% examples, 736266 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:53,673 : INFO : EPOCH 8 - PROGRESS: at 92.40% examples, 736307 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:54,682 : INFO : EPOCH 8 - PROGRESS: at 92.78% examples, 736259 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:55,693 : INFO : EPOCH 8 - PROGRESS: at 93.12% examples, 736256 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:56,696 : INFO : EPOCH 8 - PROGRESS: at 93.50% examples, 736303 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:57,704 : INFO : EPOCH 8 - PROGRESS: at 93.87% examples, 736262 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:58,706 : INFO : EPOCH 8 - PROGRESS: at 94.21% examples, 736280 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:03:59,706 : INFO : EPOCH 8 - PROGRESS: at 94.61% examples, 736269 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:00,708 : INFO : EPOCH 8 - PROGRESS: at 94.97% examples, 736296 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:01,717 : INFO : EPOCH 8 - PROGRESS: at 95.32% examples, 736277 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:02,725 : INFO : EPOCH 8 - PROGRESS: at 95.69% examples, 736288 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:03,738 : INFO : EPOCH 8 - PROGRESS: at 96.05% examples, 736297 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:04,743 : INFO : EPOCH 8 - PROGRESS: at 96.41% examples, 736343 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:05,754 : INFO : EPOCH 8 - PROGRESS: at 96.80% examples, 736319 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:06,755 : INFO : EPOCH 8 - PROGRESS: at 97.13% examples, 736376 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:07,760 : INFO : EPOCH 8 - PROGRESS: at 97.50% examples, 736389 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:08,767 : INFO : EPOCH 8 - PROGRESS: at 97.84% examples, 736404 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:09,770 : INFO : EPOCH 8 - PROGRESS: at 98.20% examples, 736376 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:10,773 : INFO : EPOCH 8 - PROGRESS: at 98.54% examples, 736432 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:11,794 : INFO : EPOCH 8 - PROGRESS: at 98.93% examples, 736421 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:12,819 : INFO : EPOCH 8 - PROGRESS: at 99.29% examples, 736463 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:13,821 : INFO : EPOCH 8 - PROGRESS: at 99.60% examples, 736501 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:14,823 : INFO : EPOCH 8 - PROGRESS: at 99.97% examples, 736518 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:14,889 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 23:04:14,892 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 23:04:14,901 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 23:04:14,915 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 23:04:14,916 : INFO : EPOCH - 8 : training on 265595784 raw words (206232132 effective words) took 280.0s, 736518 effective words/s
2020-07-23 23:04:15,938 : INFO : EPOCH 9 - PROGRESS: at 0.35% examples, 687431 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:16,951 : INFO : EPOCH 9 - PROGRESS: at 0.73% examples, 711959 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:17,975 : INFO : EPOCH 9 - PROGRESS: at 1.09% examples, 721031 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:18,978 : INFO : EPOCH 9 - PROGRESS: at 1.45% examples, 728802 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:19,984 : INFO : EPOCH 9 - PROGRESS: at 1.81% examples, 730524 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:20,989 : INFO : EPOCH 9 - PROGRESS: at 2.16% examples, 731697 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:04:22,003 : INFO : EPOCH 9 - PROGRESS: at 2.51% examples, 732780 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:23,015 : INFO : EPOCH 9 - PROGRESS: at 2.89% examples, 732594 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:04:24,022 : INFO : EPOCH 9 - PROGRESS: at 3.24% examples, 732552 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:25,029 : INFO : EPOCH 9 - PROGRESS: at 3.61% examples, 731868 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:26,038 : INFO : EPOCH 9 - PROGRESS: at 3.98% examples, 732770 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:27,048 : INFO : EPOCH 9 - PROGRESS: at 4.31% examples, 732938 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:28,054 : INFO : EPOCH 9 - PROGRESS: at 4.65% examples, 733655 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:29,059 : INFO : EPOCH 9 - PROGRESS: at 5.02% examples, 733859 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:30,062 : INFO : EPOCH 9 - PROGRESS: at 5.39% examples, 734059 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:31,074 : INFO : EPOCH 9 - PROGRESS: at 5.73% examples, 734530 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:32,087 : INFO : EPOCH 9 - PROGRESS: at 6.10% examples, 734776 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:33,088 : INFO : EPOCH 9 - PROGRESS: at 6.45% examples, 735269 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:34,091 : INFO : EPOCH 9 - PROGRESS: at 6.83% examples, 735072 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:35,094 : INFO : EPOCH 9 - PROGRESS: at 7.18% examples, 734742 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:36,118 : INFO : EPOCH 9 - PROGRESS: at 7.53% examples, 734434 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:37,119 : INFO : EPOCH 9 - PROGRESS: at 7.87% examples, 734502 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:38,121 : INFO : EPOCH 9 - PROGRESS: at 8.26% examples, 734366 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:39,122 : INFO : EPOCH 9 - PROGRESS: at 8.64% examples, 734760 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:40,128 : INFO : EPOCH 9 - PROGRESS: at 9.00% examples, 734650 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:04:41,143 : INFO : EPOCH 9 - PROGRESS: at 9.38% examples, 734302 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:42,170 : INFO : EPOCH 9 - PROGRESS: at 9.74% examples, 734171 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:43,185 : INFO : EPOCH 9 - PROGRESS: at 10.13% examples, 733965 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:44,195 : INFO : EPOCH 9 - PROGRESS: at 10.50% examples, 733903 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:45,197 : INFO : EPOCH 9 - PROGRESS: at 10.88% examples, 733860 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:46,200 : INFO : EPOCH 9 - PROGRESS: at 11.24% examples, 733959 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:47,208 : INFO : EPOCH 9 - PROGRESS: at 11.60% examples, 733698 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:48,214 : INFO : EPOCH 9 - PROGRESS: at 11.95% examples, 734184 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:49,215 : INFO : EPOCH 9 - PROGRESS: at 12.27% examples, 734318 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:50,221 : INFO : EPOCH 9 - PROGRESS: at 12.64% examples, 734313 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:51,222 : INFO : EPOCH 9 - PROGRESS: at 13.00% examples, 734461 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:52,224 : INFO : EPOCH 9 - PROGRESS: at 13.38% examples, 734467 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:53,229 : INFO : EPOCH 9 - PROGRESS: at 13.73% examples, 734500 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:04:54,230 : INFO : EPOCH 9 - PROGRESS: at 14.06% examples, 734423 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:55,242 : INFO : EPOCH 9 - PROGRESS: at 14.41% examples, 734757 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:56,252 : INFO : EPOCH 9 - PROGRESS: at 14.77% examples, 734641 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:57,260 : INFO : EPOCH 9 - PROGRESS: at 15.14% examples, 734832 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:58,264 : INFO : EPOCH 9 - PROGRESS: at 15.49% examples, 734794 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:04:59,267 : INFO : EPOCH 9 - PROGRESS: at 15.83% examples, 734839 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:00,271 : INFO : EPOCH 9 - PROGRESS: at 16.22% examples, 734711 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:05:01,278 : INFO : EPOCH 9 - PROGRESS: at 16.59% examples, 734627 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:02,278 : INFO : EPOCH 9 - PROGRESS: at 16.94% examples, 734565 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:03,280 : INFO : EPOCH 9 - PROGRESS: at 17.33% examples, 734296 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:04,282 : INFO : EPOCH 9 - PROGRESS: at 17.70% examples, 734155 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:05,285 : INFO : EPOCH 9 - PROGRESS: at 18.05% examples, 734231 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:06,292 : INFO : EPOCH 9 - PROGRESS: at 18.40% examples, 733961 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:07,297 : INFO : EPOCH 9 - PROGRESS: at 18.75% examples, 734252 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:08,304 : INFO : EPOCH 9 - PROGRESS: at 19.13% examples, 734070 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:05:09,310 : INFO : EPOCH 9 - PROGRESS: at 19.50% examples, 734159 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:05:10,319 : INFO : EPOCH 9 - PROGRESS: at 19.86% examples, 734272 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:11,326 : INFO : EPOCH 9 - PROGRESS: at 20.21% examples, 734073 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:05:12,327 : INFO : EPOCH 9 - PROGRESS: at 20.57% examples, 734002 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:13,349 : INFO : EPOCH 9 - PROGRESS: at 20.94% examples, 734138 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:14,365 : INFO : EPOCH 9 - PROGRESS: at 21.32% examples, 734078 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:15,391 : INFO : EPOCH 9 - PROGRESS: at 21.66% examples, 734239 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:16,418 : INFO : EPOCH 9 - PROGRESS: at 22.03% examples, 734194 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:17,422 : INFO : EPOCH 9 - PROGRESS: at 22.42% examples, 734242 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:18,435 : INFO : EPOCH 9 - PROGRESS: at 22.76% examples, 734039 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:19,437 : INFO : EPOCH 9 - PROGRESS: at 23.13% examples, 734267 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:20,447 : INFO : EPOCH 9 - PROGRESS: at 23.46% examples, 734235 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:21,452 : INFO : EPOCH 9 - PROGRESS: at 23.82% examples, 734329 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:22,453 : INFO : EPOCH 9 - PROGRESS: at 24.20% examples, 734264 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:23,466 : INFO : EPOCH 9 - PROGRESS: at 24.57% examples, 734151 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:24,473 : INFO : EPOCH 9 - PROGRESS: at 24.90% examples, 734121 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:25,490 : INFO : EPOCH 9 - PROGRESS: at 25.27% examples, 734075 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:05:26,492 : INFO : EPOCH 9 - PROGRESS: at 25.65% examples, 734224 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:27,493 : INFO : EPOCH 9 - PROGRESS: at 26.01% examples, 734117 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:28,494 : INFO : EPOCH 9 - PROGRESS: at 26.40% examples, 734149 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:29,499 : INFO : EPOCH 9 - PROGRESS: at 26.73% examples, 734235 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:30,518 : INFO : EPOCH 9 - PROGRESS: at 27.11% examples, 734169 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:31,522 : INFO : EPOCH 9 - PROGRESS: at 27.43% examples, 733930 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:32,526 : INFO : EPOCH 9 - PROGRESS: at 27.79% examples, 733865 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:33,532 : INFO : EPOCH 9 - PROGRESS: at 28.13% examples, 733975 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:34,536 : INFO : EPOCH 9 - PROGRESS: at 28.47% examples, 734269 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:35,544 : INFO : EPOCH 9 - PROGRESS: at 28.83% examples, 734085 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:36,553 : INFO : EPOCH 9 - PROGRESS: at 29.21% examples, 734085 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:05:37,556 : INFO : EPOCH 9 - PROGRESS: at 29.58% examples, 734077 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:38,557 : INFO : EPOCH 9 - PROGRESS: at 29.94% examples, 734150 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:39,583 : INFO : EPOCH 9 - PROGRESS: at 30.33% examples, 734041 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:40,599 : INFO : EPOCH 9 - PROGRESS: at 30.68% examples, 734215 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:41,602 : INFO : EPOCH 9 - PROGRESS: at 31.06% examples, 734394 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:42,606 : INFO : EPOCH 9 - PROGRESS: at 31.44% examples, 734238 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:43,614 : INFO : EPOCH 9 - PROGRESS: at 31.81% examples, 734276 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:05:44,616 : INFO : EPOCH 9 - PROGRESS: at 32.18% examples, 734351 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:45,619 : INFO : EPOCH 9 - PROGRESS: at 32.53% examples, 734364 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:46,639 : INFO : EPOCH 9 - PROGRESS: at 32.90% examples, 734322 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:47,647 : INFO : EPOCH 9 - PROGRESS: at 33.27% examples, 734324 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:48,654 : INFO : EPOCH 9 - PROGRESS: at 33.62% examples, 734424 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:49,660 : INFO : EPOCH 9 - PROGRESS: at 34.02% examples, 734326 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:50,671 : INFO : EPOCH 9 - PROGRESS: at 34.37% examples, 734442 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:51,681 : INFO : EPOCH 9 - PROGRESS: at 34.75% examples, 734449 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:52,687 : INFO : EPOCH 9 - PROGRESS: at 35.08% examples, 734464 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:53,694 : INFO : EPOCH 9 - PROGRESS: at 35.44% examples, 734472 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:54,697 : INFO : EPOCH 9 - PROGRESS: at 35.80% examples, 734395 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:55,701 : INFO : EPOCH 9 - PROGRESS: at 36.17% examples, 734494 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:56,710 : INFO : EPOCH 9 - PROGRESS: at 36.52% examples, 734538 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:57,716 : INFO : EPOCH 9 - PROGRESS: at 36.89% examples, 734586 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:58,722 : INFO : EPOCH 9 - PROGRESS: at 37.23% examples, 734586 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:05:59,730 : INFO : EPOCH 9 - PROGRESS: at 37.59% examples, 734695 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:06:00,734 : INFO : EPOCH 9 - PROGRESS: at 37.95% examples, 734760 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:01,734 : INFO : EPOCH 9 - PROGRESS: at 38.28% examples, 734749 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:06:02,744 : INFO : EPOCH 9 - PROGRESS: at 38.66% examples, 734766 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:03,749 : INFO : EPOCH 9 - PROGRESS: at 39.01% examples, 734793 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:04,759 : INFO : EPOCH 9 - PROGRESS: at 39.35% examples, 734964 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:05,760 : INFO : EPOCH 9 - PROGRESS: at 39.69% examples, 735035 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:06,768 : INFO : EPOCH 9 - PROGRESS: at 40.04% examples, 734972 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:06:07,776 : INFO : EPOCH 9 - PROGRESS: at 40.40% examples, 735053 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:08,781 : INFO : EPOCH 9 - PROGRESS: at 40.75% examples, 734901 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:09,784 : INFO : EPOCH 9 - PROGRESS: at 41.10% examples, 734975 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:06:10,784 : INFO : EPOCH 9 - PROGRESS: at 41.49% examples, 735013 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:11,787 : INFO : EPOCH 9 - PROGRESS: at 41.87% examples, 735019 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:12,795 : INFO : EPOCH 9 - PROGRESS: at 42.24% examples, 734932 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:13,807 : INFO : EPOCH 9 - PROGRESS: at 42.59% examples, 734917 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:14,807 : INFO : EPOCH 9 - PROGRESS: at 42.95% examples, 735017 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:15,818 : INFO : EPOCH 9 - PROGRESS: at 43.30% examples, 735076 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:16,818 : INFO : EPOCH 9 - PROGRESS: at 43.68% examples, 735003 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:17,831 : INFO : EPOCH 9 - PROGRESS: at 44.06% examples, 735042 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:06:18,834 : INFO : EPOCH 9 - PROGRESS: at 44.41% examples, 734754 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:19,839 : INFO : EPOCH 9 - PROGRESS: at 44.76% examples, 734488 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:06:20,842 : INFO : EPOCH 9 - PROGRESS: at 45.08% examples, 733979 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:21,845 : INFO : EPOCH 9 - PROGRESS: at 45.37% examples, 733327 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:22,860 : INFO : EPOCH 9 - PROGRESS: at 45.70% examples, 733309 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:23,863 : INFO : EPOCH 9 - PROGRESS: at 46.05% examples, 733345 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:24,874 : INFO : EPOCH 9 - PROGRESS: at 46.40% examples, 733395 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:25,876 : INFO : EPOCH 9 - PROGRESS: at 46.77% examples, 733485 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:26,879 : INFO : EPOCH 9 - PROGRESS: at 47.13% examples, 733631 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:27,892 : INFO : EPOCH 9 - PROGRESS: at 47.51% examples, 733615 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:28,900 : INFO : EPOCH 9 - PROGRESS: at 47.87% examples, 733615 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:29,916 : INFO : EPOCH 9 - PROGRESS: at 48.23% examples, 733618 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:30,917 : INFO : EPOCH 9 - PROGRESS: at 48.60% examples, 733696 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:31,931 : INFO : EPOCH 9 - PROGRESS: at 48.95% examples, 733742 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:32,939 : INFO : EPOCH 9 - PROGRESS: at 49.33% examples, 733830 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:33,948 : INFO : EPOCH 9 - PROGRESS: at 49.66% examples, 733849 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:34,966 : INFO : EPOCH 9 - PROGRESS: at 50.01% examples, 733909 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:35,974 : INFO : EPOCH 9 - PROGRESS: at 50.35% examples, 733953 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:36,975 : INFO : EPOCH 9 - PROGRESS: at 50.70% examples, 733992 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:37,979 : INFO : EPOCH 9 - PROGRESS: at 51.07% examples, 734071 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:38,981 : INFO : EPOCH 9 - PROGRESS: at 51.41% examples, 734056 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:39,987 : INFO : EPOCH 9 - PROGRESS: at 51.77% examples, 734160 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:40,995 : INFO : EPOCH 9 - PROGRESS: at 52.12% examples, 734152 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:41,999 : INFO : EPOCH 9 - PROGRESS: at 52.47% examples, 734119 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:43,008 : INFO : EPOCH 9 - PROGRESS: at 52.84% examples, 734134 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:44,015 : INFO : EPOCH 9 - PROGRESS: at 53.18% examples, 734231 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:45,022 : INFO : EPOCH 9 - PROGRESS: at 53.52% examples, 734252 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:46,023 : INFO : EPOCH 9 - PROGRESS: at 53.87% examples, 734302 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:47,030 : INFO : EPOCH 9 - PROGRESS: at 54.22% examples, 734296 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:48,035 : INFO : EPOCH 9 - PROGRESS: at 54.59% examples, 734358 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:49,046 : INFO : EPOCH 9 - PROGRESS: at 54.95% examples, 734361 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:50,053 : INFO : EPOCH 9 - PROGRESS: at 55.28% examples, 734214 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:51,061 : INFO : EPOCH 9 - PROGRESS: at 55.63% examples, 734187 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:52,070 : INFO : EPOCH 9 - PROGRESS: at 55.97% examples, 733978 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:53,087 : INFO : EPOCH 9 - PROGRESS: at 56.36% examples, 733956 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:54,099 : INFO : EPOCH 9 - PROGRESS: at 56.69% examples, 733868 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:06:55,104 : INFO : EPOCH 9 - PROGRESS: at 57.06% examples, 733945 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:56,113 : INFO : EPOCH 9 - PROGRESS: at 57.36% examples, 733858 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:57,121 : INFO : EPOCH 9 - PROGRESS: at 57.75% examples, 733825 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:58,128 : INFO : EPOCH 9 - PROGRESS: at 58.12% examples, 733868 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:06:59,133 : INFO : EPOCH 9 - PROGRESS: at 58.48% examples, 733889 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:00,136 : INFO : EPOCH 9 - PROGRESS: at 58.83% examples, 733815 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:01,140 : INFO : EPOCH 9 - PROGRESS: at 59.18% examples, 733852 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:02,144 : INFO : EPOCH 9 - PROGRESS: at 59.55% examples, 733879 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:03,154 : INFO : EPOCH 9 - PROGRESS: at 59.94% examples, 733885 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:07:04,160 : INFO : EPOCH 9 - PROGRESS: at 60.29% examples, 733881 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:05,174 : INFO : EPOCH 9 - PROGRESS: at 60.65% examples, 733979 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:06,191 : INFO : EPOCH 9 - PROGRESS: at 61.02% examples, 734039 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:07,191 : INFO : EPOCH 9 - PROGRESS: at 61.38% examples, 734079 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:08,194 : INFO : EPOCH 9 - PROGRESS: at 61.72% examples, 734081 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:09,199 : INFO : EPOCH 9 - PROGRESS: at 62.08% examples, 734083 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:10,207 : INFO : EPOCH 9 - PROGRESS: at 62.46% examples, 734096 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:11,215 : INFO : EPOCH 9 - PROGRESS: at 62.81% examples, 734060 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:12,218 : INFO : EPOCH 9 - PROGRESS: at 63.18% examples, 734144 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:13,223 : INFO : EPOCH 9 - PROGRESS: at 63.53% examples, 734174 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:14,225 : INFO : EPOCH 9 - PROGRESS: at 63.87% examples, 734126 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:15,231 : INFO : EPOCH 9 - PROGRESS: at 64.24% examples, 734123 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:16,235 : INFO : EPOCH 9 - PROGRESS: at 64.59% examples, 734180 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:17,243 : INFO : EPOCH 9 - PROGRESS: at 64.96% examples, 734217 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:07:18,260 : INFO : EPOCH 9 - PROGRESS: at 65.32% examples, 734254 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:19,288 : INFO : EPOCH 9 - PROGRESS: at 65.69% examples, 734276 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:20,289 : INFO : EPOCH 9 - PROGRESS: at 66.06% examples, 734371 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:21,296 : INFO : EPOCH 9 - PROGRESS: at 66.42% examples, 734360 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:22,299 : INFO : EPOCH 9 - PROGRESS: at 66.76% examples, 734448 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:23,304 : INFO : EPOCH 9 - PROGRESS: at 67.11% examples, 734436 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:24,314 : INFO : EPOCH 9 - PROGRESS: at 67.47% examples, 734452 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:25,316 : INFO : EPOCH 9 - PROGRESS: at 67.85% examples, 734480 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:26,317 : INFO : EPOCH 9 - PROGRESS: at 68.22% examples, 734529 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:27,334 : INFO : EPOCH 9 - PROGRESS: at 68.59% examples, 734482 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:28,337 : INFO : EPOCH 9 - PROGRESS: at 68.97% examples, 734518 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:29,348 : INFO : EPOCH 9 - PROGRESS: at 69.35% examples, 734459 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:30,363 : INFO : EPOCH 9 - PROGRESS: at 69.74% examples, 734422 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:07:31,370 : INFO : EPOCH 9 - PROGRESS: at 70.11% examples, 734442 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:32,380 : INFO : EPOCH 9 - PROGRESS: at 70.47% examples, 734421 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:07:33,401 : INFO : EPOCH 9 - PROGRESS: at 70.82% examples, 734533 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:34,404 : INFO : EPOCH 9 - PROGRESS: at 71.19% examples, 734576 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:35,407 : INFO : EPOCH 9 - PROGRESS: at 71.55% examples, 734546 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:36,411 : INFO : EPOCH 9 - PROGRESS: at 71.88% examples, 734566 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:37,422 : INFO : EPOCH 9 - PROGRESS: at 72.23% examples, 734567 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:38,430 : INFO : EPOCH 9 - PROGRESS: at 72.61% examples, 734511 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:39,438 : INFO : EPOCH 9 - PROGRESS: at 72.97% examples, 734497 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:07:40,450 : INFO : EPOCH 9 - PROGRESS: at 73.32% examples, 734544 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:41,460 : INFO : EPOCH 9 - PROGRESS: at 73.70% examples, 734548 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:42,463 : INFO : EPOCH 9 - PROGRESS: at 74.05% examples, 734572 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:43,463 : INFO : EPOCH 9 - PROGRESS: at 74.40% examples, 734522 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:07:44,470 : INFO : EPOCH 9 - PROGRESS: at 74.75% examples, 734513 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:45,480 : INFO : EPOCH 9 - PROGRESS: at 75.11% examples, 734515 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:46,485 : INFO : EPOCH 9 - PROGRESS: at 75.46% examples, 734607 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:47,487 : INFO : EPOCH 9 - PROGRESS: at 75.79% examples, 734646 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:48,490 : INFO : EPOCH 9 - PROGRESS: at 76.15% examples, 734686 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:49,497 : INFO : EPOCH 9 - PROGRESS: at 76.51% examples, 734649 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:50,502 : INFO : EPOCH 9 - PROGRESS: at 76.87% examples, 734653 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:51,515 : INFO : EPOCH 9 - PROGRESS: at 77.21% examples, 734670 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:52,521 : INFO : EPOCH 9 - PROGRESS: at 77.58% examples, 734677 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:53,524 : INFO : EPOCH 9 - PROGRESS: at 77.94% examples, 734697 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:07:54,527 : INFO : EPOCH 9 - PROGRESS: at 78.29% examples, 734663 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:55,528 : INFO : EPOCH 9 - PROGRESS: at 78.63% examples, 734691 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:07:56,530 : INFO : EPOCH 9 - PROGRESS: at 78.99% examples, 734740 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:57,538 : INFO : EPOCH 9 - PROGRESS: at 79.33% examples, 734755 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:58,550 : INFO : EPOCH 9 - PROGRESS: at 79.72% examples, 734780 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:07:59,557 : INFO : EPOCH 9 - PROGRESS: at 80.07% examples, 734868 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:00,566 : INFO : EPOCH 9 - PROGRESS: at 80.45% examples, 734857 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:01,576 : INFO : EPOCH 9 - PROGRESS: at 80.81% examples, 734842 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:02,579 : INFO : EPOCH 9 - PROGRESS: at 81.17% examples, 734884 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:03,588 : INFO : EPOCH 9 - PROGRESS: at 81.52% examples, 734901 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:08:04,598 : INFO : EPOCH 9 - PROGRESS: at 81.89% examples, 734887 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:05,618 : INFO : EPOCH 9 - PROGRESS: at 82.26% examples, 734915 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:06,627 : INFO : EPOCH 9 - PROGRESS: at 82.59% examples, 734927 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:07,627 : INFO : EPOCH 9 - PROGRESS: at 82.96% examples, 734894 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:08,627 : INFO : EPOCH 9 - PROGRESS: at 83.34% examples, 734934 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:08:09,630 : INFO : EPOCH 9 - PROGRESS: at 83.70% examples, 734914 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:10,634 : INFO : EPOCH 9 - PROGRESS: at 84.07% examples, 734932 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:11,641 : INFO : EPOCH 9 - PROGRESS: at 84.40% examples, 734950 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:12,642 : INFO : EPOCH 9 - PROGRESS: at 84.75% examples, 734963 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:13,643 : INFO : EPOCH 9 - PROGRESS: at 85.11% examples, 734999 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:14,650 : INFO : EPOCH 9 - PROGRESS: at 85.47% examples, 735029 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:15,657 : INFO : EPOCH 9 - PROGRESS: at 85.81% examples, 735115 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:16,661 : INFO : EPOCH 9 - PROGRESS: at 86.14% examples, 735133 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:17,666 : INFO : EPOCH 9 - PROGRESS: at 86.49% examples, 735185 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:18,676 : INFO : EPOCH 9 - PROGRESS: at 86.86% examples, 735147 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:19,701 : INFO : EPOCH 9 - PROGRESS: at 87.22% examples, 735146 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:20,711 : INFO : EPOCH 9 - PROGRESS: at 87.61% examples, 735147 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:21,722 : INFO : EPOCH 9 - PROGRESS: at 87.99% examples, 735105 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:22,729 : INFO : EPOCH 9 - PROGRESS: at 88.31% examples, 735143 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:23,731 : INFO : EPOCH 9 - PROGRESS: at 88.70% examples, 735090 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:24,745 : INFO : EPOCH 9 - PROGRESS: at 89.05% examples, 735117 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:25,748 : INFO : EPOCH 9 - PROGRESS: at 89.42% examples, 735179 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:26,754 : INFO : EPOCH 9 - PROGRESS: at 89.78% examples, 735177 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:27,761 : INFO : EPOCH 9 - PROGRESS: at 90.15% examples, 735143 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:28,762 : INFO : EPOCH 9 - PROGRESS: at 90.51% examples, 735166 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:29,771 : INFO : EPOCH 9 - PROGRESS: at 90.87% examples, 735157 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:30,772 : INFO : EPOCH 9 - PROGRESS: at 91.24% examples, 735172 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:31,803 : INFO : EPOCH 9 - PROGRESS: at 91.60% examples, 735155 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:32,804 : INFO : EPOCH 9 - PROGRESS: at 91.97% examples, 735152 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:33,805 : INFO : EPOCH 9 - PROGRESS: at 92.31% examples, 735125 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:34,811 : INFO : EPOCH 9 - PROGRESS: at 92.67% examples, 735144 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:35,816 : INFO : EPOCH 9 - PROGRESS: at 93.03% examples, 735155 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:36,819 : INFO : EPOCH 9 - PROGRESS: at 93.40% examples, 735163 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:37,835 : INFO : EPOCH 9 - PROGRESS: at 93.76% examples, 735181 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:38,847 : INFO : EPOCH 9 - PROGRESS: at 94.11% examples, 735184 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:39,854 : INFO : EPOCH 9 - PROGRESS: at 94.52% examples, 735166 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:40,854 : INFO : EPOCH 9 - PROGRESS: at 94.88% examples, 735201 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:08:41,854 : INFO : EPOCH 9 - PROGRESS: at 95.23% examples, 735195 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:08:42,855 : INFO : EPOCH 9 - PROGRESS: at 95.60% examples, 735211 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:08:43,867 : INFO : EPOCH 9 - PROGRESS: at 95.96% examples, 735247 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:44,870 : INFO : EPOCH 9 - PROGRESS: at 96.31% examples, 735292 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:45,871 : INFO : EPOCH 9 - PROGRESS: at 96.68% examples, 735267 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:46,871 : INFO : EPOCH 9 - PROGRESS: at 97.04% examples, 735294 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:47,880 : INFO : EPOCH 9 - PROGRESS: at 97.39% examples, 735287 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:48,895 : INFO : EPOCH 9 - PROGRESS: at 97.74% examples, 735257 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:49,908 : INFO : EPOCH 9 - PROGRESS: at 98.10% examples, 735268 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:50,926 : INFO : EPOCH 9 - PROGRESS: at 98.46% examples, 735295 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:51,936 : INFO : EPOCH 9 - PROGRESS: at 98.82% examples, 735318 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:52,941 : INFO : EPOCH 9 - PROGRESS: at 99.19% examples, 735366 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:53,948 : INFO : EPOCH 9 - PROGRESS: at 99.51% examples, 735390 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:54,954 : INFO : EPOCH 9 - PROGRESS: at 99.86% examples, 735390 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:55,327 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 23:08:55,331 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 23:08:55,344 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 23:08:55,357 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 23:08:55,358 : INFO : EPOCH - 9 : training on 265595784 raw words (206230106 effective words) took 280.4s, 735388 effective words/s
2020-07-23 23:08:56,365 : INFO : EPOCH 10 - PROGRESS: at 0.36% examples, 713533 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:57,366 : INFO : EPOCH 10 - PROGRESS: at 0.73% examples, 725098 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:58,374 : INFO : EPOCH 10 - PROGRESS: at 1.08% examples, 721000 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:08:59,378 : INFO : EPOCH 10 - PROGRESS: at 1.42% examples, 718031 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:00,385 : INFO : EPOCH 10 - PROGRESS: at 1.77% examples, 715560 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:09:01,390 : INFO : EPOCH 10 - PROGRESS: at 2.07% examples, 701269 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:02,399 : INFO : EPOCH 10 - PROGRESS: at 2.39% examples, 703615 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:03,406 : INFO : EPOCH 10 - PROGRESS: at 2.77% examples, 707531 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:04,425 : INFO : EPOCH 10 - PROGRESS: at 3.13% examples, 709999 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:05,429 : INFO : EPOCH 10 - PROGRESS: at 3.48% examples, 712529 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:06,436 : INFO : EPOCH 10 - PROGRESS: at 3.85% examples, 714198 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:07,445 : INFO : EPOCH 10 - PROGRESS: at 4.20% examples, 716486 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:08,449 : INFO : EPOCH 10 - PROGRESS: at 4.55% examples, 718804 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:09,472 : INFO : EPOCH 10 - PROGRESS: at 4.92% examples, 720027 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:09:10,475 : INFO : EPOCH 10 - PROGRESS: at 5.29% examples, 721005 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:11,480 : INFO : EPOCH 10 - PROGRESS: at 5.59% examples, 717470 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:12,481 : INFO : EPOCH 10 - PROGRESS: at 5.89% examples, 710577 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:13,503 : INFO : EPOCH 10 - PROGRESS: at 6.20% examples, 705854 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:14,512 : INFO : EPOCH 10 - PROGRESS: at 6.55% examples, 707961 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:15,512 : INFO : EPOCH 10 - PROGRESS: at 6.92% examples, 709538 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:16,518 : INFO : EPOCH 10 - PROGRESS: at 7.26% examples, 707683 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:17,526 : INFO : EPOCH 10 - PROGRESS: at 7.55% examples, 703946 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:18,527 : INFO : EPOCH 10 - PROGRESS: at 7.83% examples, 700299 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:19,548 : INFO : EPOCH 10 - PROGRESS: at 8.18% examples, 698076 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:20,561 : INFO : EPOCH 10 - PROGRESS: at 8.57% examples, 699724 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:21,583 : INFO : EPOCH 10 - PROGRESS: at 8.93% examples, 701259 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:22,588 : INFO : EPOCH 10 - PROGRESS: at 9.31% examples, 702633 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:23,594 : INFO : EPOCH 10 - PROGRESS: at 9.67% examples, 703692 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:24,599 : INFO : EPOCH 10 - PROGRESS: at 10.06% examples, 704152 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:25,601 : INFO : EPOCH 10 - PROGRESS: at 10.43% examples, 705460 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:26,605 : INFO : EPOCH 10 - PROGRESS: at 10.81% examples, 706534 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:27,629 : INFO : EPOCH 10 - PROGRESS: at 11.17% examples, 707160 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:28,632 : INFO : EPOCH 10 - PROGRESS: at 11.53% examples, 707874 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:29,651 : INFO : EPOCH 10 - PROGRESS: at 11.80% examples, 703746 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:30,652 : INFO : EPOCH 10 - PROGRESS: at 12.10% examples, 702450 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:31,665 : INFO : EPOCH 10 - PROGRESS: at 12.44% examples, 703478 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:32,679 : INFO : EPOCH 10 - PROGRESS: at 12.80% examples, 704351 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:33,683 : INFO : EPOCH 10 - PROGRESS: at 13.20% examples, 704994 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:34,701 : INFO : EPOCH 10 - PROGRESS: at 13.57% examples, 705493 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:35,706 : INFO : EPOCH 10 - PROGRESS: at 13.89% examples, 706213 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:09:36,716 : INFO : EPOCH 10 - PROGRESS: at 14.23% examples, 706922 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:37,723 : INFO : EPOCH 10 - PROGRESS: at 14.56% examples, 707887 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:38,727 : INFO : EPOCH 10 - PROGRESS: at 14.95% examples, 708622 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:39,743 : INFO : EPOCH 10 - PROGRESS: at 15.31% examples, 709016 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:40,752 : INFO : EPOCH 10 - PROGRESS: at 15.65% examples, 709725 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:41,767 : INFO : EPOCH 10 - PROGRESS: at 16.03% examples, 710270 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:42,784 : INFO : EPOCH 10 - PROGRESS: at 16.42% examples, 710724 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:43,785 : INFO : EPOCH 10 - PROGRESS: at 16.79% examples, 711403 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:44,788 : INFO : EPOCH 10 - PROGRESS: at 17.15% examples, 711806 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:09:45,806 : INFO : EPOCH 10 - PROGRESS: at 17.53% examples, 712052 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:46,834 : INFO : EPOCH 10 - PROGRESS: at 17.80% examples, 708079 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:47,866 : INFO : EPOCH 10 - PROGRESS: at 17.91% examples, 698628 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:48,926 : INFO : EPOCH 10 - PROGRESS: at 18.04% examples, 689827 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:09:49,969 : INFO : EPOCH 10 - PROGRESS: at 18.18% examples, 681661 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:50,989 : INFO : EPOCH 10 - PROGRESS: at 18.29% examples, 673629 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:52,014 : INFO : EPOCH 10 - PROGRESS: at 18.41% examples, 666008 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:53,029 : INFO : EPOCH 10 - PROGRESS: at 18.53% examples, 658666 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:54,038 : INFO : EPOCH 10 - PROGRESS: at 18.65% examples, 651617 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:55,053 : INFO : EPOCH 10 - PROGRESS: at 18.76% examples, 644557 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:09:56,078 : INFO : EPOCH 10 - PROGRESS: at 18.89% examples, 637797 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:57,101 : INFO : EPOCH 10 - PROGRESS: at 19.02% examples, 631393 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:58,114 : INFO : EPOCH 10 - PROGRESS: at 19.15% examples, 625078 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:09:59,210 : INFO : EPOCH 10 - PROGRESS: at 19.28% examples, 618433 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:00,225 : INFO : EPOCH 10 - PROGRESS: at 19.41% examples, 612436 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:10:01,234 : INFO : EPOCH 10 - PROGRESS: at 19.52% examples, 606658 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:10:02,281 : INFO : EPOCH 10 - PROGRESS: at 19.64% examples, 601136 words/s, in_qsize 8, out_qsize 3
2020-07-23 23:10:03,271 : INFO : EPOCH 10 - PROGRESS: at 19.84% examples, 598302 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:04,282 : INFO : EPOCH 10 - PROGRESS: at 20.10% examples, 597547 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:05,286 : INFO : EPOCH 10 - PROGRESS: at 20.25% examples, 592848 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:06,294 : INFO : EPOCH 10 - PROGRESS: at 20.37% examples, 587818 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:10:07,298 : INFO : EPOCH 10 - PROGRESS: at 20.47% examples, 583156 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:08,310 : INFO : EPOCH 10 - PROGRESS: at 20.60% examples, 578210 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:09,369 : INFO : EPOCH 10 - PROGRESS: at 20.71% examples, 573420 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:10,410 : INFO : EPOCH 10 - PROGRESS: at 20.85% examples, 568982 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:11,439 : INFO : EPOCH 10 - PROGRESS: at 20.96% examples, 564579 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:10:12,452 : INFO : EPOCH 10 - PROGRESS: at 21.09% examples, 560441 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:13,452 : INFO : EPOCH 10 - PROGRESS: at 21.22% examples, 556099 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:14,477 : INFO : EPOCH 10 - PROGRESS: at 21.33% examples, 551866 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:10:15,500 : INFO : EPOCH 10 - PROGRESS: at 21.43% examples, 547590 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:16,514 : INFO : EPOCH 10 - PROGRESS: at 21.54% examples, 543634 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:17,541 : INFO : EPOCH 10 - PROGRESS: at 21.65% examples, 539927 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:18,546 : INFO : EPOCH 10 - PROGRESS: at 21.79% examples, 536688 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:19,588 : INFO : EPOCH 10 - PROGRESS: at 21.90% examples, 532826 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:20,593 : INFO : EPOCH 10 - PROGRESS: at 22.03% examples, 529670 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:21,613 : INFO : EPOCH 10 - PROGRESS: at 22.26% examples, 528603 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:10:22,620 : INFO : EPOCH 10 - PROGRESS: at 22.55% examples, 529043 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:23,629 : INFO : EPOCH 10 - PROGRESS: at 22.69% examples, 526519 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:24,654 : INFO : EPOCH 10 - PROGRESS: at 22.81% examples, 523160 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:25,669 : INFO : EPOCH 10 - PROGRESS: at 22.93% examples, 519919 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:26,681 : INFO : EPOCH 10 - PROGRESS: at 23.06% examples, 516916 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:27,698 : INFO : EPOCH 10 - PROGRESS: at 23.17% examples, 513786 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:28,746 : INFO : EPOCH 10 - PROGRESS: at 23.28% examples, 510647 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:29,755 : INFO : EPOCH 10 - PROGRESS: at 23.39% examples, 507939 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:10:30,773 : INFO : EPOCH 10 - PROGRESS: at 23.49% examples, 504937 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:31,780 : INFO : EPOCH 10 - PROGRESS: at 23.60% examples, 502177 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:32,793 : INFO : EPOCH 10 - PROGRESS: at 23.72% examples, 499265 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:10:33,813 : INFO : EPOCH 10 - PROGRESS: at 23.84% examples, 496610 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:34,823 : INFO : EPOCH 10 - PROGRESS: at 23.96% examples, 493807 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:35,824 : INFO : EPOCH 10 - PROGRESS: at 24.09% examples, 491360 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:36,849 : INFO : EPOCH 10 - PROGRESS: at 24.22% examples, 488745 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:37,863 : INFO : EPOCH 10 - PROGRESS: at 24.33% examples, 486388 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:38,880 : INFO : EPOCH 10 - PROGRESS: at 24.49% examples, 484639 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:39,893 : INFO : EPOCH 10 - PROGRESS: at 24.77% examples, 485518 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:40,895 : INFO : EPOCH 10 - PROGRESS: at 25.02% examples, 485897 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:41,985 : INFO : EPOCH 10 - PROGRESS: at 25.15% examples, 483371 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:43,021 : INFO : EPOCH 10 - PROGRESS: at 25.27% examples, 481197 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:10:44,050 : INFO : EPOCH 10 - PROGRESS: at 25.41% examples, 479000 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:45,060 : INFO : EPOCH 10 - PROGRESS: at 25.53% examples, 476752 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:10:46,080 : INFO : EPOCH 10 - PROGRESS: at 25.65% examples, 474551 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:47,144 : INFO : EPOCH 10 - PROGRESS: at 25.79% examples, 472464 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:48,168 : INFO : EPOCH 10 - PROGRESS: at 25.91% examples, 470359 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:49,198 : INFO : EPOCH 10 - PROGRESS: at 26.04% examples, 468274 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:50,213 : INFO : EPOCH 10 - PROGRESS: at 26.17% examples, 466297 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:10:51,223 : INFO : EPOCH 10 - PROGRESS: at 26.30% examples, 464313 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:52,225 : INFO : EPOCH 10 - PROGRESS: at 26.41% examples, 462337 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:10:53,241 : INFO : EPOCH 10 - PROGRESS: at 26.54% examples, 460583 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:54,259 : INFO : EPOCH 10 - PROGRESS: at 26.65% examples, 458589 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:10:55,265 : INFO : EPOCH 10 - PROGRESS: at 26.75% examples, 456929 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:56,269 : INFO : EPOCH 10 - PROGRESS: at 26.89% examples, 455122 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:57,281 : INFO : EPOCH 10 - PROGRESS: at 27.02% examples, 453572 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:10:58,295 : INFO : EPOCH 10 - PROGRESS: at 27.23% examples, 453916 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:10:59,305 : INFO : EPOCH 10 - PROGRESS: at 27.52% examples, 455068 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:00,310 : INFO : EPOCH 10 - PROGRESS: at 27.80% examples, 456033 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:01,323 : INFO : EPOCH 10 - PROGRESS: at 28.07% examples, 457170 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:02,340 : INFO : EPOCH 10 - PROGRESS: at 28.33% examples, 458281 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:11:03,347 : INFO : EPOCH 10 - PROGRESS: at 28.64% examples, 459274 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:04,352 : INFO : EPOCH 10 - PROGRESS: at 28.93% examples, 460277 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:05,368 : INFO : EPOCH 10 - PROGRESS: at 29.22% examples, 461115 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:06,382 : INFO : EPOCH 10 - PROGRESS: at 29.52% examples, 461910 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:07,406 : INFO : EPOCH 10 - PROGRESS: at 29.81% examples, 462711 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:08,409 : INFO : EPOCH 10 - PROGRESS: at 30.09% examples, 463614 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:09,413 : INFO : EPOCH 10 - PROGRESS: at 30.38% examples, 464373 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:10,426 : INFO : EPOCH 10 - PROGRESS: at 30.66% examples, 465329 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:11,436 : INFO : EPOCH 10 - PROGRESS: at 30.96% examples, 466236 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:12,440 : INFO : EPOCH 10 - PROGRESS: at 31.26% examples, 467157 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:13,440 : INFO : EPOCH 10 - PROGRESS: at 31.56% examples, 468071 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:14,443 : INFO : EPOCH 10 - PROGRESS: at 31.86% examples, 468830 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:15,452 : INFO : EPOCH 10 - PROGRESS: at 32.19% examples, 470255 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:16,455 : INFO : EPOCH 10 - PROGRESS: at 32.54% examples, 472169 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:17,455 : INFO : EPOCH 10 - PROGRESS: at 32.91% examples, 474102 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:11:18,462 : INFO : EPOCH 10 - PROGRESS: at 33.28% examples, 475936 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:19,466 : INFO : EPOCH 10 - PROGRESS: at 33.64% examples, 477821 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:20,469 : INFO : EPOCH 10 - PROGRESS: at 34.03% examples, 479542 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:21,469 : INFO : EPOCH 10 - PROGRESS: at 34.38% examples, 481362 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:22,469 : INFO : EPOCH 10 - PROGRESS: at 34.75% examples, 483081 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:23,477 : INFO : EPOCH 10 - PROGRESS: at 35.08% examples, 484839 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:11:24,488 : INFO : EPOCH 10 - PROGRESS: at 35.45% examples, 486528 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:25,496 : INFO : EPOCH 10 - PROGRESS: at 35.81% examples, 488189 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:26,498 : INFO : EPOCH 10 - PROGRESS: at 36.17% examples, 489778 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:27,502 : INFO : EPOCH 10 - PROGRESS: at 36.53% examples, 491484 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:28,509 : INFO : EPOCH 10 - PROGRESS: at 36.89% examples, 493072 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:29,527 : INFO : EPOCH 10 - PROGRESS: at 37.22% examples, 494469 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:11:30,535 : INFO : EPOCH 10 - PROGRESS: at 37.58% examples, 495910 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:31,537 : INFO : EPOCH 10 - PROGRESS: at 37.93% examples, 497465 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:32,539 : INFO : EPOCH 10 - PROGRESS: at 38.25% examples, 498972 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:33,543 : INFO : EPOCH 10 - PROGRESS: at 38.63% examples, 500500 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:34,545 : INFO : EPOCH 10 - PROGRESS: at 38.99% examples, 502016 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:35,550 : INFO : EPOCH 10 - PROGRESS: at 39.33% examples, 503546 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:36,557 : INFO : EPOCH 10 - PROGRESS: at 39.67% examples, 505029 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:37,572 : INFO : EPOCH 10 - PROGRESS: at 40.02% examples, 506438 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:38,584 : INFO : EPOCH 10 - PROGRESS: at 40.36% examples, 507683 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:39,585 : INFO : EPOCH 10 - PROGRESS: at 40.71% examples, 508882 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:11:40,599 : INFO : EPOCH 10 - PROGRESS: at 41.03% examples, 510069 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:41,613 : INFO : EPOCH 10 - PROGRESS: at 41.35% examples, 510720 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:42,626 : INFO : EPOCH 10 - PROGRESS: at 41.76% examples, 512031 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:11:43,647 : INFO : EPOCH 10 - PROGRESS: at 42.11% examples, 513370 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:11:44,650 : INFO : EPOCH 10 - PROGRESS: at 42.49% examples, 514694 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:45,673 : INFO : EPOCH 10 - PROGRESS: at 42.83% examples, 515988 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:46,682 : INFO : EPOCH 10 - PROGRESS: at 43.19% examples, 517392 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:47,694 : INFO : EPOCH 10 - PROGRESS: at 43.56% examples, 518659 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:48,704 : INFO : EPOCH 10 - PROGRESS: at 43.94% examples, 519856 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:49,724 : INFO : EPOCH 10 - PROGRESS: at 44.31% examples, 521075 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:11:50,725 : INFO : EPOCH 10 - PROGRESS: at 44.70% examples, 522335 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:11:51,727 : INFO : EPOCH 10 - PROGRESS: at 45.05% examples, 523546 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:52,754 : INFO : EPOCH 10 - PROGRESS: at 45.38% examples, 524783 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:53,759 : INFO : EPOCH 10 - PROGRESS: at 45.71% examples, 526033 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:54,760 : INFO : EPOCH 10 - PROGRESS: at 46.06% examples, 527147 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:55,770 : INFO : EPOCH 10 - PROGRESS: at 46.41% examples, 528386 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:56,788 : INFO : EPOCH 10 - PROGRESS: at 46.79% examples, 529589 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:57,801 : INFO : EPOCH 10 - PROGRESS: at 47.14% examples, 530733 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:58,805 : INFO : EPOCH 10 - PROGRESS: at 47.52% examples, 531857 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:11:59,817 : INFO : EPOCH 10 - PROGRESS: at 47.88% examples, 532955 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:12:00,839 : INFO : EPOCH 10 - PROGRESS: at 48.25% examples, 534087 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:01,852 : INFO : EPOCH 10 - PROGRESS: at 48.61% examples, 535167 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:02,859 : INFO : EPOCH 10 - PROGRESS: at 48.96% examples, 536296 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:03,867 : INFO : EPOCH 10 - PROGRESS: at 49.34% examples, 537424 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:04,886 : INFO : EPOCH 10 - PROGRESS: at 49.67% examples, 538500 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:12:05,887 : INFO : EPOCH 10 - PROGRESS: at 50.03% examples, 539598 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:06,915 : INFO : EPOCH 10 - PROGRESS: at 50.36% examples, 540609 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:07,919 : INFO : EPOCH 10 - PROGRESS: at 50.71% examples, 541622 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:08,933 : INFO : EPOCH 10 - PROGRESS: at 51.08% examples, 542683 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:09,942 : INFO : EPOCH 10 - PROGRESS: at 51.44% examples, 543720 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:10,944 : INFO : EPOCH 10 - PROGRESS: at 51.79% examples, 544718 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:11,949 : INFO : EPOCH 10 - PROGRESS: at 52.13% examples, 545701 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:12,954 : INFO : EPOCH 10 - PROGRESS: at 52.49% examples, 546676 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:13,963 : INFO : EPOCH 10 - PROGRESS: at 52.86% examples, 547638 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:14,971 : INFO : EPOCH 10 - PROGRESS: at 53.20% examples, 548590 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:15,973 : INFO : EPOCH 10 - PROGRESS: at 53.53% examples, 549515 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:16,978 : INFO : EPOCH 10 - PROGRESS: at 53.89% examples, 550487 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:17,988 : INFO : EPOCH 10 - PROGRESS: at 54.25% examples, 551437 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:18,991 : INFO : EPOCH 10 - PROGRESS: at 54.61% examples, 552345 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:19,992 : INFO : EPOCH 10 - PROGRESS: at 54.97% examples, 553307 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:20,992 : INFO : EPOCH 10 - PROGRESS: at 55.31% examples, 554207 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:21,997 : INFO : EPOCH 10 - PROGRESS: at 55.66% examples, 555077 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:23,002 : INFO : EPOCH 10 - PROGRESS: at 56.02% examples, 555946 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:24,004 : INFO : EPOCH 10 - PROGRESS: at 56.40% examples, 556805 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:25,008 : INFO : EPOCH 10 - PROGRESS: at 56.74% examples, 557657 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:12:26,010 : INFO : EPOCH 10 - PROGRESS: at 57.09% examples, 558493 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:27,015 : INFO : EPOCH 10 - PROGRESS: at 57.41% examples, 559374 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:28,034 : INFO : EPOCH 10 - PROGRESS: at 57.80% examples, 560149 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:29,046 : INFO : EPOCH 10 - PROGRESS: at 58.17% examples, 561001 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:30,050 : INFO : EPOCH 10 - PROGRESS: at 58.54% examples, 561867 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:31,054 : INFO : EPOCH 10 - PROGRESS: at 58.90% examples, 562658 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:32,068 : INFO : EPOCH 10 - PROGRESS: at 59.25% examples, 563483 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:33,080 : INFO : EPOCH 10 - PROGRESS: at 59.62% examples, 564268 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:34,085 : INFO : EPOCH 10 - PROGRESS: at 59.99% examples, 565027 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:35,087 : INFO : EPOCH 10 - PROGRESS: at 60.34% examples, 565694 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:36,087 : INFO : EPOCH 10 - PROGRESS: at 60.68% examples, 566501 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:37,089 : INFO : EPOCH 10 - PROGRESS: at 61.05% examples, 567270 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:38,103 : INFO : EPOCH 10 - PROGRESS: at 61.41% examples, 568035 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:39,106 : INFO : EPOCH 10 - PROGRESS: at 61.75% examples, 568833 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:40,107 : INFO : EPOCH 10 - PROGRESS: at 62.12% examples, 569593 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:12:41,118 : INFO : EPOCH 10 - PROGRESS: at 62.50% examples, 570305 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:42,122 : INFO : EPOCH 10 - PROGRESS: at 62.84% examples, 571084 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:43,130 : INFO : EPOCH 10 - PROGRESS: at 63.22% examples, 571729 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:12:44,136 : INFO : EPOCH 10 - PROGRESS: at 63.56% examples, 572474 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:45,141 : INFO : EPOCH 10 - PROGRESS: at 63.90% examples, 573227 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:46,141 : INFO : EPOCH 10 - PROGRESS: at 64.28% examples, 573944 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:47,146 : INFO : EPOCH 10 - PROGRESS: at 64.63% examples, 574702 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:48,149 : INFO : EPOCH 10 - PROGRESS: at 64.92% examples, 574736 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:12:49,152 : INFO : EPOCH 10 - PROGRESS: at 65.28% examples, 575427 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:50,165 : INFO : EPOCH 10 - PROGRESS: at 65.64% examples, 576108 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:51,169 : INFO : EPOCH 10 - PROGRESS: at 66.00% examples, 576814 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:52,186 : INFO : EPOCH 10 - PROGRESS: at 66.38% examples, 577471 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:53,202 : INFO : EPOCH 10 - PROGRESS: at 66.72% examples, 578224 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:54,212 : INFO : EPOCH 10 - PROGRESS: at 67.08% examples, 578892 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:55,220 : INFO : EPOCH 10 - PROGRESS: at 67.43% examples, 579580 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:56,237 : INFO : EPOCH 10 - PROGRESS: at 67.81% examples, 580223 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:57,241 : INFO : EPOCH 10 - PROGRESS: at 68.19% examples, 580917 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:58,243 : INFO : EPOCH 10 - PROGRESS: at 68.55% examples, 581520 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:12:59,244 : INFO : EPOCH 10 - PROGRESS: at 68.93% examples, 582181 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:00,250 : INFO : EPOCH 10 - PROGRESS: at 69.30% examples, 582769 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:01,250 : INFO : EPOCH 10 - PROGRESS: at 69.69% examples, 583377 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:13:02,265 : INFO : EPOCH 10 - PROGRESS: at 70.07% examples, 583983 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:03,268 : INFO : EPOCH 10 - PROGRESS: at 70.44% examples, 584594 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:04,285 : INFO : EPOCH 10 - PROGRESS: at 70.77% examples, 585248 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:05,295 : INFO : EPOCH 10 - PROGRESS: at 71.15% examples, 585871 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:06,310 : INFO : EPOCH 10 - PROGRESS: at 71.50% examples, 586465 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:13:07,316 : INFO : EPOCH 10 - PROGRESS: at 71.84% examples, 587067 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:08,323 : INFO : EPOCH 10 - PROGRESS: at 72.19% examples, 587675 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:09,333 : INFO : EPOCH 10 - PROGRESS: at 72.57% examples, 588247 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:10,339 : INFO : EPOCH 10 - PROGRESS: at 72.93% examples, 588823 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:11,346 : INFO : EPOCH 10 - PROGRESS: at 73.28% examples, 589448 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:12,346 : INFO : EPOCH 10 - PROGRESS: at 73.66% examples, 589979 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:13,347 : INFO : EPOCH 10 - PROGRESS: at 74.00% examples, 590528 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:14,349 : INFO : EPOCH 10 - PROGRESS: at 74.37% examples, 591130 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:15,349 : INFO : EPOCH 10 - PROGRESS: at 74.71% examples, 591682 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:16,351 : INFO : EPOCH 10 - PROGRESS: at 75.06% examples, 592221 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:17,364 : INFO : EPOCH 10 - PROGRESS: at 75.41% examples, 592812 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:18,367 : INFO : EPOCH 10 - PROGRESS: at 75.75% examples, 593359 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:13:19,370 : INFO : EPOCH 10 - PROGRESS: at 76.10% examples, 593907 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:20,370 : INFO : EPOCH 10 - PROGRESS: at 76.45% examples, 594468 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:21,379 : INFO : EPOCH 10 - PROGRESS: at 76.77% examples, 594586 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:22,383 : INFO : EPOCH 10 - PROGRESS: at 77.05% examples, 594651 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:23,385 : INFO : EPOCH 10 - PROGRESS: at 77.42% examples, 595231 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:24,393 : INFO : EPOCH 10 - PROGRESS: at 77.79% examples, 595677 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:25,394 : INFO : EPOCH 10 - PROGRESS: at 78.14% examples, 596264 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:26,397 : INFO : EPOCH 10 - PROGRESS: at 78.49% examples, 596749 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:13:27,402 : INFO : EPOCH 10 - PROGRESS: at 78.81% examples, 597305 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:28,403 : INFO : EPOCH 10 - PROGRESS: at 79.18% examples, 597818 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:29,404 : INFO : EPOCH 10 - PROGRESS: at 79.53% examples, 598323 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:30,410 : INFO : EPOCH 10 - PROGRESS: at 79.91% examples, 598857 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:31,421 : INFO : EPOCH 10 - PROGRESS: at 80.27% examples, 599374 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:32,430 : INFO : EPOCH 10 - PROGRESS: at 80.62% examples, 599869 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:33,442 : INFO : EPOCH 10 - PROGRESS: at 81.00% examples, 600382 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:34,452 : INFO : EPOCH 10 - PROGRESS: at 81.35% examples, 600897 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:35,455 : INFO : EPOCH 10 - PROGRESS: at 81.72% examples, 601357 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:36,466 : INFO : EPOCH 10 - PROGRESS: at 82.09% examples, 601833 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:37,477 : INFO : EPOCH 10 - PROGRESS: at 82.43% examples, 602281 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:38,486 : INFO : EPOCH 10 - PROGRESS: at 82.77% examples, 602794 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:39,497 : INFO : EPOCH 10 - PROGRESS: at 83.15% examples, 603297 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:40,513 : INFO : EPOCH 10 - PROGRESS: at 83.54% examples, 603714 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:41,515 : INFO : EPOCH 10 - PROGRESS: at 83.91% examples, 604240 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:42,517 : INFO : EPOCH 10 - PROGRESS: at 84.25% examples, 604697 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:43,530 : INFO : EPOCH 10 - PROGRESS: at 84.59% examples, 605185 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:44,534 : INFO : EPOCH 10 - PROGRESS: at 84.96% examples, 605621 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:45,537 : INFO : EPOCH 10 - PROGRESS: at 85.30% examples, 606067 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:46,546 : INFO : EPOCH 10 - PROGRESS: at 85.66% examples, 606551 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:47,549 : INFO : EPOCH 10 - PROGRESS: at 85.98% examples, 607027 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:48,558 : INFO : EPOCH 10 - PROGRESS: at 86.32% examples, 607533 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:13:49,566 : INFO : EPOCH 10 - PROGRESS: at 86.70% examples, 607926 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:50,575 : INFO : EPOCH 10 - PROGRESS: at 87.05% examples, 608349 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:51,584 : INFO : EPOCH 10 - PROGRESS: at 87.42% examples, 608785 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:52,587 : INFO : EPOCH 10 - PROGRESS: at 87.82% examples, 609179 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:53,600 : INFO : EPOCH 10 - PROGRESS: at 88.17% examples, 609640 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:54,607 : INFO : EPOCH 10 - PROGRESS: at 88.53% examples, 610085 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:55,610 : INFO : EPOCH 10 - PROGRESS: at 88.90% examples, 610485 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:56,613 : INFO : EPOCH 10 - PROGRESS: at 89.25% examples, 610882 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:57,621 : INFO : EPOCH 10 - PROGRESS: at 89.61% examples, 611335 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:58,629 : INFO : EPOCH 10 - PROGRESS: at 89.96% examples, 611760 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:13:59,630 : INFO : EPOCH 10 - PROGRESS: at 90.34% examples, 612109 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:00,631 : INFO : EPOCH 10 - PROGRESS: at 90.68% examples, 612561 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:01,638 : INFO : EPOCH 10 - PROGRESS: at 91.05% examples, 612939 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:02,649 : INFO : EPOCH 10 - PROGRESS: at 91.43% examples, 613343 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:03,654 : INFO : EPOCH 10 - PROGRESS: at 91.79% examples, 613749 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:04,655 : INFO : EPOCH 10 - PROGRESS: at 92.14% examples, 614146 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:05,660 : INFO : EPOCH 10 - PROGRESS: at 92.50% examples, 614552 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:06,661 : INFO : EPOCH 10 - PROGRESS: at 92.86% examples, 614914 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:07,663 : INFO : EPOCH 10 - PROGRESS: at 93.21% examples, 615351 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:08,668 : INFO : EPOCH 10 - PROGRESS: at 93.56% examples, 615745 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:09,676 : INFO : EPOCH 10 - PROGRESS: at 93.94% examples, 616106 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:10,682 : INFO : EPOCH 10 - PROGRESS: at 94.31% examples, 616464 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:11,686 : INFO : EPOCH 10 - PROGRESS: at 94.69% examples, 616861 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:12,686 : INFO : EPOCH 10 - PROGRESS: at 95.04% examples, 617223 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:13,690 : INFO : EPOCH 10 - PROGRESS: at 95.41% examples, 617632 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:14,696 : INFO : EPOCH 10 - PROGRESS: at 95.77% examples, 617983 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:15,701 : INFO : EPOCH 10 - PROGRESS: at 96.11% examples, 618326 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:16,702 : INFO : EPOCH 10 - PROGRESS: at 96.48% examples, 618681 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:17,709 : INFO : EPOCH 10 - PROGRESS: at 96.85% examples, 619030 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:18,728 : INFO : EPOCH 10 - PROGRESS: at 97.17% examples, 619314 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:19,731 : INFO : EPOCH 10 - PROGRESS: at 97.52% examples, 619555 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:20,738 : INFO : EPOCH 10 - PROGRESS: at 97.83% examples, 619766 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:21,739 : INFO : EPOCH 10 - PROGRESS: at 98.15% examples, 619832 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:22,745 : INFO : EPOCH 10 - PROGRESS: at 98.50% examples, 620194 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:23,749 : INFO : EPOCH 10 - PROGRESS: at 98.86% examples, 620537 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:24,756 : INFO : EPOCH 10 - PROGRESS: at 99.22% examples, 620920 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:25,756 : INFO : EPOCH 10 - PROGRESS: at 99.54% examples, 621301 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:26,768 : INFO : EPOCH 10 - PROGRESS: at 99.90% examples, 621627 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:27,031 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 23:14:27,035 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 23:14:27,047 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 23:14:27,063 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 23:14:27,064 : INFO : EPOCH - 10 : training on 265595784 raw words (206231065 effective words) took 331.7s, 621738 effective words/s
2020-07-23 23:14:28,078 : INFO : EPOCH 11 - PROGRESS: at 0.36% examples, 705333 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:29,082 : INFO : EPOCH 11 - PROGRESS: at 0.73% examples, 719746 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:30,087 : INFO : EPOCH 11 - PROGRESS: at 1.09% examples, 730321 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:31,091 : INFO : EPOCH 11 - PROGRESS: at 1.45% examples, 735733 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:32,091 : INFO : EPOCH 11 - PROGRESS: at 1.81% examples, 737081 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:14:33,107 : INFO : EPOCH 11 - PROGRESS: at 2.16% examples, 738137 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:34,111 : INFO : EPOCH 11 - PROGRESS: at 2.52% examples, 740430 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:35,118 : INFO : EPOCH 11 - PROGRESS: at 2.89% examples, 738126 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:14:36,128 : INFO : EPOCH 11 - PROGRESS: at 3.25% examples, 737921 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:37,133 : INFO : EPOCH 11 - PROGRESS: at 3.62% examples, 737803 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:38,138 : INFO : EPOCH 11 - PROGRESS: at 3.99% examples, 737963 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:39,143 : INFO : EPOCH 11 - PROGRESS: at 4.33% examples, 738285 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:40,152 : INFO : EPOCH 11 - PROGRESS: at 4.67% examples, 738822 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:41,154 : INFO : EPOCH 11 - PROGRESS: at 5.04% examples, 739211 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:42,156 : INFO : EPOCH 11 - PROGRESS: at 5.40% examples, 739155 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:43,170 : INFO : EPOCH 11 - PROGRESS: at 5.76% examples, 739704 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:44,177 : INFO : EPOCH 11 - PROGRESS: at 6.11% examples, 739734 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:45,180 : INFO : EPOCH 11 - PROGRESS: at 6.47% examples, 740006 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:46,194 : INFO : EPOCH 11 - PROGRESS: at 6.85% examples, 739598 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:47,201 : INFO : EPOCH 11 - PROGRESS: at 7.22% examples, 739504 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:48,206 : INFO : EPOCH 11 - PROGRESS: at 7.56% examples, 739746 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:49,210 : INFO : EPOCH 11 - PROGRESS: at 7.92% examples, 740031 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:50,211 : INFO : EPOCH 11 - PROGRESS: at 8.31% examples, 740193 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:51,214 : INFO : EPOCH 11 - PROGRESS: at 8.68% examples, 740229 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:52,222 : INFO : EPOCH 11 - PROGRESS: at 9.04% examples, 740375 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:53,231 : INFO : EPOCH 11 - PROGRESS: at 9.44% examples, 739927 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:54,234 : INFO : EPOCH 11 - PROGRESS: at 9.79% examples, 740590 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:55,238 : INFO : EPOCH 11 - PROGRESS: at 10.18% examples, 740278 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:56,251 : INFO : EPOCH 11 - PROGRESS: at 10.55% examples, 739777 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:14:57,255 : INFO : EPOCH 11 - PROGRESS: at 10.93% examples, 739522 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:58,257 : INFO : EPOCH 11 - PROGRESS: at 11.29% examples, 739246 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:14:59,260 : INFO : EPOCH 11 - PROGRESS: at 11.64% examples, 739374 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:00,268 : INFO : EPOCH 11 - PROGRESS: at 12.00% examples, 739429 words/s, in_qsize 8, out_qsize 1
2020-07-23 23:15:01,280 : INFO : EPOCH 11 - PROGRESS: at 12.33% examples, 739780 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:02,289 : INFO : EPOCH 11 - PROGRESS: at 12.70% examples, 739539 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:03,293 : INFO : EPOCH 11 - PROGRESS: at 13.07% examples, 739697 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:04,296 : INFO : EPOCH 11 - PROGRESS: at 13.44% examples, 739558 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:05,298 : INFO : EPOCH 11 - PROGRESS: at 13.79% examples, 739479 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:06,311 : INFO : EPOCH 11 - PROGRESS: at 14.14% examples, 739468 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:07,321 : INFO : EPOCH 11 - PROGRESS: at 14.47% examples, 739851 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:08,323 : INFO : EPOCH 11 - PROGRESS: at 14.84% examples, 739823 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:09,337 : INFO : EPOCH 11 - PROGRESS: at 15.21% examples, 739700 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:10,341 : INFO : EPOCH 11 - PROGRESS: at 15.56% examples, 739816 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:11,360 : INFO : EPOCH 11 - PROGRESS: at 15.92% examples, 739708 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:12,362 : INFO : EPOCH 11 - PROGRESS: at 16.31% examples, 739730 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:13,363 : INFO : EPOCH 11 - PROGRESS: at 16.68% examples, 739654 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:14,365 : INFO : EPOCH 11 - PROGRESS: at 17.04% examples, 739829 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:15,369 : INFO : EPOCH 11 - PROGRESS: at 17.44% examples, 739699 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:15:16,370 : INFO : EPOCH 11 - PROGRESS: at 17.81% examples, 739669 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:17,370 : INFO : EPOCH 11 - PROGRESS: at 18.17% examples, 739737 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:18,371 : INFO : EPOCH 11 - PROGRESS: at 18.52% examples, 739697 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:19,375 : INFO : EPOCH 11 - PROGRESS: at 18.86% examples, 739648 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:20,400 : INFO : EPOCH 11 - PROGRESS: at 19.25% examples, 739349 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:15:21,410 : INFO : EPOCH 11 - PROGRESS: at 19.63% examples, 739566 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:22,421 : INFO : EPOCH 11 - PROGRESS: at 19.98% examples, 739722 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:23,431 : INFO : EPOCH 11 - PROGRESS: at 20.36% examples, 739595 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:15:24,432 : INFO : EPOCH 11 - PROGRESS: at 20.71% examples, 739763 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:25,434 : INFO : EPOCH 11 - PROGRESS: at 21.07% examples, 739823 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:26,437 : INFO : EPOCH 11 - PROGRESS: at 21.44% examples, 739705 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:27,442 : INFO : EPOCH 11 - PROGRESS: at 21.81% examples, 739847 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:28,451 : INFO : EPOCH 11 - PROGRESS: at 22.16% examples, 739712 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:29,459 : INFO : EPOCH 11 - PROGRESS: at 22.54% examples, 739650 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:30,465 : INFO : EPOCH 11 - PROGRESS: at 22.89% examples, 739467 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:31,485 : INFO : EPOCH 11 - PROGRESS: at 23.25% examples, 739597 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:32,498 : INFO : EPOCH 11 - PROGRESS: at 23.59% examples, 739520 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:33,499 : INFO : EPOCH 11 - PROGRESS: at 23.97% examples, 739767 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:34,505 : INFO : EPOCH 11 - PROGRESS: at 24.34% examples, 739517 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:15:35,512 : INFO : EPOCH 11 - PROGRESS: at 24.71% examples, 739606 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:36,515 : INFO : EPOCH 11 - PROGRESS: at 25.06% examples, 739642 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:15:37,525 : INFO : EPOCH 11 - PROGRESS: at 25.43% examples, 739666 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:38,534 : INFO : EPOCH 11 - PROGRESS: at 25.81% examples, 739638 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:39,538 : INFO : EPOCH 11 - PROGRESS: at 26.19% examples, 739803 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:40,552 : INFO : EPOCH 11 - PROGRESS: at 26.57% examples, 739747 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:41,553 : INFO : EPOCH 11 - PROGRESS: at 26.91% examples, 739758 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:42,553 : INFO : EPOCH 11 - PROGRESS: at 27.25% examples, 739726 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:43,560 : INFO : EPOCH 11 - PROGRESS: at 27.61% examples, 739736 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:15:44,584 : INFO : EPOCH 11 - PROGRESS: at 27.96% examples, 739722 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:45,587 : INFO : EPOCH 11 - PROGRESS: at 28.30% examples, 739875 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:46,588 : INFO : EPOCH 11 - PROGRESS: at 28.66% examples, 739893 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:47,590 : INFO : EPOCH 11 - PROGRESS: at 29.03% examples, 739875 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:48,595 : INFO : EPOCH 11 - PROGRESS: at 29.41% examples, 739779 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:49,599 : INFO : EPOCH 11 - PROGRESS: at 29.79% examples, 739671 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:50,601 : INFO : EPOCH 11 - PROGRESS: at 30.14% examples, 739653 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:51,606 : INFO : EPOCH 11 - PROGRESS: at 30.49% examples, 739617 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:52,608 : INFO : EPOCH 11 - PROGRESS: at 30.87% examples, 739684 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:53,618 : INFO : EPOCH 11 - PROGRESS: at 31.25% examples, 739641 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:15:54,632 : INFO : EPOCH 11 - PROGRESS: at 31.62% examples, 739688 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:55,662 : INFO : EPOCH 11 - PROGRESS: at 32.02% examples, 739644 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:56,666 : INFO : EPOCH 11 - PROGRESS: at 32.37% examples, 739683 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:57,675 : INFO : EPOCH 11 - PROGRESS: at 32.74% examples, 739727 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:58,697 : INFO : EPOCH 11 - PROGRESS: at 33.11% examples, 739683 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:15:59,701 : INFO : EPOCH 11 - PROGRESS: at 33.48% examples, 739877 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:00,708 : INFO : EPOCH 11 - PROGRESS: at 33.86% examples, 739782 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:01,726 : INFO : EPOCH 11 - PROGRESS: at 34.23% examples, 739723 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:02,732 : INFO : EPOCH 11 - PROGRESS: at 34.60% examples, 739714 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:03,739 : INFO : EPOCH 11 - PROGRESS: at 34.95% examples, 739776 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:16:04,747 : INFO : EPOCH 11 - PROGRESS: at 35.31% examples, 739786 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:05,756 : INFO : EPOCH 11 - PROGRESS: at 35.68% examples, 739702 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:06,762 : INFO : EPOCH 11 - PROGRESS: at 36.03% examples, 739807 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:07,782 : INFO : EPOCH 11 - PROGRESS: at 36.39% examples, 739794 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:08,783 : INFO : EPOCH 11 - PROGRESS: at 36.76% examples, 739805 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:09,795 : INFO : EPOCH 11 - PROGRESS: at 37.12% examples, 739841 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:10,797 : INFO : EPOCH 11 - PROGRESS: at 37.48% examples, 739914 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:11,805 : INFO : EPOCH 11 - PROGRESS: at 37.83% examples, 739875 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:12,815 : INFO : EPOCH 11 - PROGRESS: at 38.16% examples, 739929 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:13,824 : INFO : EPOCH 11 - PROGRESS: at 38.54% examples, 739938 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:14,828 : INFO : EPOCH 11 - PROGRESS: at 38.89% examples, 739898 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:15,832 : INFO : EPOCH 11 - PROGRESS: at 39.24% examples, 739905 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:16,851 : INFO : EPOCH 11 - PROGRESS: at 39.57% examples, 739905 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:17,856 : INFO : EPOCH 11 - PROGRESS: at 39.92% examples, 739868 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:18,858 : INFO : EPOCH 11 - PROGRESS: at 40.28% examples, 739814 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:19,863 : INFO : EPOCH 11 - PROGRESS: at 40.65% examples, 739875 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:20,875 : INFO : EPOCH 11 - PROGRESS: at 41.00% examples, 739935 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:21,891 : INFO : EPOCH 11 - PROGRESS: at 41.37% examples, 739947 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:22,900 : INFO : EPOCH 11 - PROGRESS: at 41.78% examples, 739923 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:23,906 : INFO : EPOCH 11 - PROGRESS: at 42.14% examples, 739981 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:24,908 : INFO : EPOCH 11 - PROGRESS: at 42.50% examples, 739838 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:25,912 : INFO : EPOCH 11 - PROGRESS: at 42.84% examples, 739842 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:26,915 : INFO : EPOCH 11 - PROGRESS: at 43.21% examples, 739940 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:27,922 : INFO : EPOCH 11 - PROGRESS: at 43.57% examples, 739851 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:28,931 : INFO : EPOCH 11 - PROGRESS: at 43.96% examples, 739793 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:29,943 : INFO : EPOCH 11 - PROGRESS: at 44.32% examples, 739765 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:30,959 : INFO : EPOCH 11 - PROGRESS: at 44.72% examples, 739633 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:16:31,981 : INFO : EPOCH 11 - PROGRESS: at 45.07% examples, 739748 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:32,990 : INFO : EPOCH 11 - PROGRESS: at 45.40% examples, 739876 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:33,993 : INFO : EPOCH 11 - PROGRESS: at 45.74% examples, 739862 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:34,998 : INFO : EPOCH 11 - PROGRESS: at 46.09% examples, 739827 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:36,012 : INFO : EPOCH 11 - PROGRESS: at 46.44% examples, 739829 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:16:37,025 : INFO : EPOCH 11 - PROGRESS: at 46.81% examples, 739838 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:38,030 : INFO : EPOCH 11 - PROGRESS: at 47.16% examples, 739764 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:39,038 : INFO : EPOCH 11 - PROGRESS: at 47.53% examples, 739614 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:40,044 : INFO : EPOCH 11 - PROGRESS: at 47.89% examples, 739593 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:41,057 : INFO : EPOCH 11 - PROGRESS: at 48.26% examples, 739527 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:42,063 : INFO : EPOCH 11 - PROGRESS: at 48.62% examples, 739454 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:43,063 : INFO : EPOCH 11 - PROGRESS: at 48.97% examples, 739587 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:16:44,078 : INFO : EPOCH 11 - PROGRESS: at 49.34% examples, 739592 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:45,079 : INFO : EPOCH 11 - PROGRESS: at 49.68% examples, 739637 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:46,085 : INFO : EPOCH 11 - PROGRESS: at 50.04% examples, 739709 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:47,098 : INFO : EPOCH 11 - PROGRESS: at 50.38% examples, 739716 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:48,111 : INFO : EPOCH 11 - PROGRESS: at 50.72% examples, 739733 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:49,121 : INFO : EPOCH 11 - PROGRESS: at 51.09% examples, 739762 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:50,128 : INFO : EPOCH 11 - PROGRESS: at 51.46% examples, 739817 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:51,140 : INFO : EPOCH 11 - PROGRESS: at 51.81% examples, 739890 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:52,159 : INFO : EPOCH 11 - PROGRESS: at 52.16% examples, 739824 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:53,162 : INFO : EPOCH 11 - PROGRESS: at 52.53% examples, 739883 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:54,183 : INFO : EPOCH 11 - PROGRESS: at 52.88% examples, 739810 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:55,183 : INFO : EPOCH 11 - PROGRESS: at 53.24% examples, 739883 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:56,183 : INFO : EPOCH 11 - PROGRESS: at 53.58% examples, 740040 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:57,195 : INFO : EPOCH 11 - PROGRESS: at 53.93% examples, 740025 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:16:58,206 : INFO : EPOCH 11 - PROGRESS: at 54.28% examples, 739929 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:16:59,219 : INFO : EPOCH 11 - PROGRESS: at 54.64% examples, 739657 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:00,223 : INFO : EPOCH 11 - PROGRESS: at 54.98% examples, 739448 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:01,227 : INFO : EPOCH 11 - PROGRESS: at 55.27% examples, 738751 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:02,230 : INFO : EPOCH 11 - PROGRESS: at 55.61% examples, 738482 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:03,230 : INFO : EPOCH 11 - PROGRESS: at 55.96% examples, 738531 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:04,234 : INFO : EPOCH 11 - PROGRESS: at 56.34% examples, 738500 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:05,238 : INFO : EPOCH 11 - PROGRESS: at 56.69% examples, 738558 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:17:06,245 : INFO : EPOCH 11 - PROGRESS: at 57.05% examples, 738587 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:07,246 : INFO : EPOCH 11 - PROGRESS: at 57.36% examples, 738653 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:08,265 : INFO : EPOCH 11 - PROGRESS: at 57.76% examples, 738538 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:09,266 : INFO : EPOCH 11 - PROGRESS: at 58.13% examples, 738643 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:10,276 : INFO : EPOCH 11 - PROGRESS: at 58.49% examples, 738644 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:11,280 : INFO : EPOCH 11 - PROGRESS: at 58.86% examples, 738623 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:12,294 : INFO : EPOCH 11 - PROGRESS: at 59.21% examples, 738625 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:13,311 : INFO : EPOCH 11 - PROGRESS: at 59.59% examples, 738654 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:17:14,315 : INFO : EPOCH 11 - PROGRESS: at 59.96% examples, 738685 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:15,322 : INFO : EPOCH 11 - PROGRESS: at 60.34% examples, 738738 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:16,341 : INFO : EPOCH 11 - PROGRESS: at 60.68% examples, 738754 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:17,346 : INFO : EPOCH 11 - PROGRESS: at 61.05% examples, 738769 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:18,355 : INFO : EPOCH 11 - PROGRESS: at 61.41% examples, 738768 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:19,355 : INFO : EPOCH 11 - PROGRESS: at 61.76% examples, 738825 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:20,371 : INFO : EPOCH 11 - PROGRESS: at 62.12% examples, 738765 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:21,384 : INFO : EPOCH 11 - PROGRESS: at 62.51% examples, 738766 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:22,406 : INFO : EPOCH 11 - PROGRESS: at 62.85% examples, 738742 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:23,410 : INFO : EPOCH 11 - PROGRESS: at 63.24% examples, 738763 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:24,418 : INFO : EPOCH 11 - PROGRESS: at 63.58% examples, 738775 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:25,420 : INFO : EPOCH 11 - PROGRESS: at 63.93% examples, 738808 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:17:26,434 : INFO : EPOCH 11 - PROGRESS: at 64.30% examples, 738767 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:27,441 : INFO : EPOCH 11 - PROGRESS: at 64.65% examples, 738828 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:28,463 : INFO : EPOCH 11 - PROGRESS: at 65.03% examples, 738843 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:29,470 : INFO : EPOCH 11 - PROGRESS: at 65.39% examples, 738849 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:30,480 : INFO : EPOCH 11 - PROGRESS: at 65.76% examples, 738874 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:31,487 : INFO : EPOCH 11 - PROGRESS: at 66.12% examples, 738870 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:32,492 : INFO : EPOCH 11 - PROGRESS: at 66.48% examples, 738920 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:17:33,499 : INFO : EPOCH 11 - PROGRESS: at 66.83% examples, 738952 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:34,504 : INFO : EPOCH 11 - PROGRESS: at 67.18% examples, 738975 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:35,506 : INFO : EPOCH 11 - PROGRESS: at 67.54% examples, 738990 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:36,522 : INFO : EPOCH 11 - PROGRESS: at 67.92% examples, 738885 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:37,524 : INFO : EPOCH 11 - PROGRESS: at 68.29% examples, 738935 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:38,527 : INFO : EPOCH 11 - PROGRESS: at 68.66% examples, 738914 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:39,528 : INFO : EPOCH 11 - PROGRESS: at 69.03% examples, 738843 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:40,538 : INFO : EPOCH 11 - PROGRESS: at 69.41% examples, 738870 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:41,541 : INFO : EPOCH 11 - PROGRESS: at 69.82% examples, 738806 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:17:42,547 : INFO : EPOCH 11 - PROGRESS: at 70.18% examples, 738825 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:43,548 : INFO : EPOCH 11 - PROGRESS: at 70.54% examples, 738846 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:44,552 : INFO : EPOCH 11 - PROGRESS: at 70.88% examples, 738914 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:45,562 : INFO : EPOCH 11 - PROGRESS: at 71.25% examples, 738845 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:46,573 : INFO : EPOCH 11 - PROGRESS: at 71.60% examples, 738868 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:47,581 : INFO : EPOCH 11 - PROGRESS: at 71.95% examples, 738902 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:48,593 : INFO : EPOCH 11 - PROGRESS: at 72.31% examples, 738916 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:49,604 : INFO : EPOCH 11 - PROGRESS: at 72.69% examples, 738919 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:50,606 : INFO : EPOCH 11 - PROGRESS: at 73.05% examples, 738925 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:51,608 : INFO : EPOCH 11 - PROGRESS: at 73.41% examples, 738912 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:52,619 : INFO : EPOCH 11 - PROGRESS: at 73.79% examples, 738884 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:17:53,629 : INFO : EPOCH 11 - PROGRESS: at 74.12% examples, 738931 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:54,631 : INFO : EPOCH 11 - PROGRESS: at 74.49% examples, 738901 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:55,643 : INFO : EPOCH 11 - PROGRESS: at 74.84% examples, 738880 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:56,648 : INFO : EPOCH 11 - PROGRESS: at 75.20% examples, 738952 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:57,648 : INFO : EPOCH 11 - PROGRESS: at 75.53% examples, 739014 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:58,649 : INFO : EPOCH 11 - PROGRESS: at 75.89% examples, 739045 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:17:59,660 : INFO : EPOCH 11 - PROGRESS: at 76.25% examples, 739030 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:00,664 : INFO : EPOCH 11 - PROGRESS: at 76.61% examples, 739001 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:01,677 : INFO : EPOCH 11 - PROGRESS: at 76.97% examples, 739032 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:02,681 : INFO : EPOCH 11 - PROGRESS: at 77.31% examples, 739049 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:03,686 : INFO : EPOCH 11 - PROGRESS: at 77.69% examples, 739023 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:04,693 : INFO : EPOCH 11 - PROGRESS: at 78.05% examples, 739017 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:05,711 : INFO : EPOCH 11 - PROGRESS: at 78.41% examples, 738978 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:06,718 : INFO : EPOCH 11 - PROGRESS: at 78.74% examples, 739005 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:07,725 : INFO : EPOCH 11 - PROGRESS: at 79.09% examples, 738989 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:08,726 : INFO : EPOCH 11 - PROGRESS: at 79.45% examples, 739012 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:09,733 : INFO : EPOCH 11 - PROGRESS: at 79.82% examples, 739034 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:10,745 : INFO : EPOCH 11 - PROGRESS: at 80.17% examples, 739062 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:11,758 : INFO : EPOCH 11 - PROGRESS: at 80.57% examples, 739082 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:12,761 : INFO : EPOCH 11 - PROGRESS: at 80.92% examples, 739098 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:18:13,766 : INFO : EPOCH 11 - PROGRESS: at 81.28% examples, 739106 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:14,781 : INFO : EPOCH 11 - PROGRESS: at 81.64% examples, 739095 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:15,797 : INFO : EPOCH 11 - PROGRESS: at 82.02% examples, 739056 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:16,806 : INFO : EPOCH 11 - PROGRESS: at 82.37% examples, 739063 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:17,811 : INFO : EPOCH 11 - PROGRESS: at 82.71% examples, 739029 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:18,815 : INFO : EPOCH 11 - PROGRESS: at 83.06% examples, 739027 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:19,830 : INFO : EPOCH 11 - PROGRESS: at 83.47% examples, 739025 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:20,837 : INFO : EPOCH 11 - PROGRESS: at 83.83% examples, 738968 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:21,846 : INFO : EPOCH 11 - PROGRESS: at 84.18% examples, 739003 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:22,854 : INFO : EPOCH 11 - PROGRESS: at 84.52% examples, 739003 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:23,867 : INFO : EPOCH 11 - PROGRESS: at 84.88% examples, 739031 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:24,879 : INFO : EPOCH 11 - PROGRESS: at 85.25% examples, 739044 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:25,885 : INFO : EPOCH 11 - PROGRESS: at 85.60% examples, 739035 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:26,892 : INFO : EPOCH 11 - PROGRESS: at 85.93% examples, 739122 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:27,894 : INFO : EPOCH 11 - PROGRESS: at 86.27% examples, 739186 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:28,895 : INFO : EPOCH 11 - PROGRESS: at 86.64% examples, 739170 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:29,906 : INFO : EPOCH 11 - PROGRESS: at 86.99% examples, 739111 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:30,906 : INFO : EPOCH 11 - PROGRESS: at 87.32% examples, 738829 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:18:31,911 : INFO : EPOCH 11 - PROGRESS: at 87.69% examples, 738546 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:32,918 : INFO : EPOCH 11 - PROGRESS: at 88.02% examples, 738276 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:18:33,931 : INFO : EPOCH 11 - PROGRESS: at 88.32% examples, 738042 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:34,933 : INFO : EPOCH 11 - PROGRESS: at 88.68% examples, 737769 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:35,943 : INFO : EPOCH 11 - PROGRESS: at 88.99% examples, 737521 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:36,950 : INFO : EPOCH 11 - PROGRESS: at 89.33% examples, 737270 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:37,956 : INFO : EPOCH 11 - PROGRESS: at 89.67% examples, 737027 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:38,957 : INFO : EPOCH 11 - PROGRESS: at 89.99% examples, 736786 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:39,979 : INFO : EPOCH 11 - PROGRESS: at 90.34% examples, 736438 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:40,980 : INFO : EPOCH 11 - PROGRESS: at 90.65% examples, 736197 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:41,995 : INFO : EPOCH 11 - PROGRESS: at 91.00% examples, 735929 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:42,998 : INFO : EPOCH 11 - PROGRESS: at 91.33% examples, 735677 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:44,011 : INFO : EPOCH 11 - PROGRESS: at 91.66% examples, 735385 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:45,012 : INFO : EPOCH 11 - PROGRESS: at 91.99% examples, 735151 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:46,013 : INFO : EPOCH 11 - PROGRESS: at 92.30% examples, 734924 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:47,024 : INFO : EPOCH 11 - PROGRESS: at 92.63% examples, 734659 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:48,029 : INFO : EPOCH 11 - PROGRESS: at 92.96% examples, 734444 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:49,033 : INFO : EPOCH 11 - PROGRESS: at 93.29% examples, 734193 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:50,038 : INFO : EPOCH 11 - PROGRESS: at 93.61% examples, 733997 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:51,040 : INFO : EPOCH 11 - PROGRESS: at 93.96% examples, 733760 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:52,047 : INFO : EPOCH 11 - PROGRESS: at 94.29% examples, 733504 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:18:53,051 : INFO : EPOCH 11 - PROGRESS: at 94.65% examples, 733278 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:54,069 : INFO : EPOCH 11 - PROGRESS: at 94.97% examples, 733052 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:55,070 : INFO : EPOCH 11 - PROGRESS: at 95.30% examples, 732831 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:56,071 : INFO : EPOCH 11 - PROGRESS: at 95.63% examples, 732618 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:57,074 : INFO : EPOCH 11 - PROGRESS: at 95.97% examples, 732415 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:58,075 : INFO : EPOCH 11 - PROGRESS: at 96.28% examples, 732219 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:18:59,083 : INFO : EPOCH 11 - PROGRESS: at 96.63% examples, 731971 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:00,087 : INFO : EPOCH 11 - PROGRESS: at 96.95% examples, 731761 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:01,088 : INFO : EPOCH 11 - PROGRESS: at 97.27% examples, 731567 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:02,097 : INFO : EPOCH 11 - PROGRESS: at 97.60% examples, 731293 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:19:03,118 : INFO : EPOCH 11 - PROGRESS: at 97.91% examples, 731117 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:04,124 : INFO : EPOCH 11 - PROGRESS: at 98.24% examples, 730918 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:05,136 : INFO : EPOCH 11 - PROGRESS: at 98.56% examples, 730754 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:19:06,137 : INFO : EPOCH 11 - PROGRESS: at 98.91% examples, 730531 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:07,138 : INFO : EPOCH 11 - PROGRESS: at 99.23% examples, 730350 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:08,145 : INFO : EPOCH 11 - PROGRESS: at 99.52% examples, 730184 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:09,159 : INFO : EPOCH 11 - PROGRESS: at 99.85% examples, 729951 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:09,605 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 23:19:09,605 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 23:19:09,624 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 23:19:09,637 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 23:19:09,638 : INFO : EPOCH - 11 : training on 265595784 raw words (206234547 effective words) took 282.6s, 729864 effective words/s
2020-07-23 23:19:10,660 : INFO : EPOCH 12 - PROGRESS: at 0.34% examples, 649294 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:11,672 : INFO : EPOCH 12 - PROGRESS: at 0.67% examples, 654711 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:19:12,675 : INFO : EPOCH 12 - PROGRESS: at 0.99% examples, 661430 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:13,690 : INFO : EPOCH 12 - PROGRESS: at 1.32% examples, 664453 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:14,699 : INFO : EPOCH 12 - PROGRESS: at 1.66% examples, 666635 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:15,703 : INFO : EPOCH 12 - PROGRESS: at 1.98% examples, 669267 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:16,705 : INFO : EPOCH 12 - PROGRESS: at 2.28% examples, 670056 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:17,721 : INFO : EPOCH 12 - PROGRESS: at 2.62% examples, 669216 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:18,727 : INFO : EPOCH 12 - PROGRESS: at 2.95% examples, 669159 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:19,738 : INFO : EPOCH 12 - PROGRESS: at 3.28% examples, 667837 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:20,740 : INFO : EPOCH 12 - PROGRESS: at 3.62% examples, 668468 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:21,741 : INFO : EPOCH 12 - PROGRESS: at 3.94% examples, 668192 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:22,751 : INFO : EPOCH 12 - PROGRESS: at 4.24% examples, 667714 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:23,755 : INFO : EPOCH 12 - PROGRESS: at 4.56% examples, 668702 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:24,769 : INFO : EPOCH 12 - PROGRESS: at 4.89% examples, 667998 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:25,773 : INFO : EPOCH 12 - PROGRESS: at 5.22% examples, 668557 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:26,780 : INFO : EPOCH 12 - PROGRESS: at 5.55% examples, 669147 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:27,784 : INFO : EPOCH 12 - PROGRESS: at 5.88% examples, 669320 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:28,784 : INFO : EPOCH 12 - PROGRESS: at 6.20% examples, 669267 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:29,790 : INFO : EPOCH 12 - PROGRESS: at 6.52% examples, 669783 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:30,799 : INFO : EPOCH 12 - PROGRESS: at 6.86% examples, 669556 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:31,820 : INFO : EPOCH 12 - PROGRESS: at 7.19% examples, 668797 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:19:32,826 : INFO : EPOCH 12 - PROGRESS: at 7.50% examples, 669174 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:33,852 : INFO : EPOCH 12 - PROGRESS: at 7.82% examples, 669356 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:34,855 : INFO : EPOCH 12 - PROGRESS: at 8.17% examples, 669558 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:35,868 : INFO : EPOCH 12 - PROGRESS: at 8.52% examples, 669497 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:36,874 : INFO : EPOCH 12 - PROGRESS: at 8.86% examples, 669595 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:37,879 : INFO : EPOCH 12 - PROGRESS: at 9.21% examples, 669418 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:19:38,889 : INFO : EPOCH 12 - PROGRESS: at 9.51% examples, 668450 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:39,895 : INFO : EPOCH 12 - PROGRESS: at 9.82% examples, 667179 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:19:40,899 : INFO : EPOCH 12 - PROGRESS: at 10.14% examples, 664935 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:41,918 : INFO : EPOCH 12 - PROGRESS: at 10.47% examples, 663630 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:42,923 : INFO : EPOCH 12 - PROGRESS: at 10.85% examples, 665929 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:43,935 : INFO : EPOCH 12 - PROGRESS: at 11.21% examples, 667970 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:44,939 : INFO : EPOCH 12 - PROGRESS: at 11.56% examples, 669718 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:45,949 : INFO : EPOCH 12 - PROGRESS: at 11.92% examples, 671673 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:46,969 : INFO : EPOCH 12 - PROGRESS: at 12.25% examples, 673721 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:47,980 : INFO : EPOCH 12 - PROGRESS: at 12.63% examples, 675411 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:48,993 : INFO : EPOCH 12 - PROGRESS: at 12.99% examples, 676993 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:49,997 : INFO : EPOCH 12 - PROGRESS: at 13.37% examples, 678430 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:51,004 : INFO : EPOCH 12 - PROGRESS: at 13.72% examples, 679889 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:52,026 : INFO : EPOCH 12 - PROGRESS: at 14.06% examples, 681190 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:53,028 : INFO : EPOCH 12 - PROGRESS: at 14.41% examples, 682782 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:54,042 : INFO : EPOCH 12 - PROGRESS: at 14.76% examples, 683923 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:55,052 : INFO : EPOCH 12 - PROGRESS: at 15.14% examples, 685157 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:56,053 : INFO : EPOCH 12 - PROGRESS: at 15.49% examples, 686246 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:57,060 : INFO : EPOCH 12 - PROGRESS: at 15.84% examples, 687565 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:58,074 : INFO : EPOCH 12 - PROGRESS: at 16.23% examples, 688415 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:19:59,079 : INFO : EPOCH 12 - PROGRESS: at 16.60% examples, 689310 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:00,103 : INFO : EPOCH 12 - PROGRESS: at 16.97% examples, 690175 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:01,108 : INFO : EPOCH 12 - PROGRESS: at 17.36% examples, 690992 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:02,108 : INFO : EPOCH 12 - PROGRESS: at 17.72% examples, 691986 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:20:03,114 : INFO : EPOCH 12 - PROGRESS: at 18.09% examples, 692677 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:20:04,117 : INFO : EPOCH 12 - PROGRESS: at 18.44% examples, 693711 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:05,128 : INFO : EPOCH 12 - PROGRESS: at 18.79% examples, 694482 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:06,137 : INFO : EPOCH 12 - PROGRESS: at 19.17% examples, 695047 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:07,140 : INFO : EPOCH 12 - PROGRESS: at 19.54% examples, 695849 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:08,152 : INFO : EPOCH 12 - PROGRESS: at 19.90% examples, 696746 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:09,162 : INFO : EPOCH 12 - PROGRESS: at 20.27% examples, 697418 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:10,169 : INFO : EPOCH 12 - PROGRESS: at 20.63% examples, 698210 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:11,176 : INFO : EPOCH 12 - PROGRESS: at 20.99% examples, 698833 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:12,180 : INFO : EPOCH 12 - PROGRESS: at 21.35% examples, 699276 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:13,188 : INFO : EPOCH 12 - PROGRESS: at 21.71% examples, 700042 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:14,190 : INFO : EPOCH 12 - PROGRESS: at 22.07% examples, 700506 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:15,204 : INFO : EPOCH 12 - PROGRESS: at 22.44% examples, 700978 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:16,208 : INFO : EPOCH 12 - PROGRESS: at 22.80% examples, 701487 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:20:17,224 : INFO : EPOCH 12 - PROGRESS: at 23.16% examples, 701956 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:20:18,227 : INFO : EPOCH 12 - PROGRESS: at 23.49% examples, 702527 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:19,240 : INFO : EPOCH 12 - PROGRESS: at 23.85% examples, 702809 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:20,242 : INFO : EPOCH 12 - PROGRESS: at 24.24% examples, 703360 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:21,260 : INFO : EPOCH 12 - PROGRESS: at 24.60% examples, 703686 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:22,283 : INFO : EPOCH 12 - PROGRESS: at 24.95% examples, 704137 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:23,297 : INFO : EPOCH 12 - PROGRESS: at 25.30% examples, 704316 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:24,320 : INFO : EPOCH 12 - PROGRESS: at 25.69% examples, 704673 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:25,323 : INFO : EPOCH 12 - PROGRESS: at 26.07% examples, 705159 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:26,328 : INFO : EPOCH 12 - PROGRESS: at 26.45% examples, 705446 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:27,339 : INFO : EPOCH 12 - PROGRESS: at 26.78% examples, 705906 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:28,343 : INFO : EPOCH 12 - PROGRESS: at 27.15% examples, 706458 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:29,345 : INFO : EPOCH 12 - PROGRESS: at 27.49% examples, 706919 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:20:30,353 : INFO : EPOCH 12 - PROGRESS: at 27.85% examples, 707188 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:20:31,360 : INFO : EPOCH 12 - PROGRESS: at 28.18% examples, 707547 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:32,368 : INFO : EPOCH 12 - PROGRESS: at 28.52% examples, 707994 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:33,369 : INFO : EPOCH 12 - PROGRESS: at 28.88% examples, 708296 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:34,383 : INFO : EPOCH 12 - PROGRESS: at 29.27% examples, 708519 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:35,386 : INFO : EPOCH 12 - PROGRESS: at 29.65% examples, 708759 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:36,392 : INFO : EPOCH 12 - PROGRESS: at 29.99% examples, 709169 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:37,396 : INFO : EPOCH 12 - PROGRESS: at 30.38% examples, 709281 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:38,397 : INFO : EPOCH 12 - PROGRESS: at 30.72% examples, 709731 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:39,402 : INFO : EPOCH 12 - PROGRESS: at 31.09% examples, 709981 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:40,406 : INFO : EPOCH 12 - PROGRESS: at 31.47% examples, 710115 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:41,413 : INFO : EPOCH 12 - PROGRESS: at 31.84% examples, 710446 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:42,425 : INFO : EPOCH 12 - PROGRESS: at 32.23% examples, 710881 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:20:43,430 : INFO : EPOCH 12 - PROGRESS: at 32.58% examples, 711238 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:44,437 : INFO : EPOCH 12 - PROGRESS: at 32.94% examples, 711507 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:45,443 : INFO : EPOCH 12 - PROGRESS: at 33.32% examples, 711783 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:46,471 : INFO : EPOCH 12 - PROGRESS: at 33.69% examples, 712128 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:47,480 : INFO : EPOCH 12 - PROGRESS: at 34.07% examples, 712430 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:48,491 : INFO : EPOCH 12 - PROGRESS: at 34.43% examples, 712607 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:49,501 : INFO : EPOCH 12 - PROGRESS: at 34.79% examples, 712752 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:50,513 : INFO : EPOCH 12 - PROGRESS: at 35.14% examples, 713108 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:51,531 : INFO : EPOCH 12 - PROGRESS: at 35.51% examples, 713274 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:52,540 : INFO : EPOCH 12 - PROGRESS: at 35.87% examples, 713539 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:53,542 : INFO : EPOCH 12 - PROGRESS: at 36.24% examples, 713759 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:54,543 : INFO : EPOCH 12 - PROGRESS: at 36.59% examples, 714012 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:55,547 : INFO : EPOCH 12 - PROGRESS: at 36.95% examples, 714327 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:56,560 : INFO : EPOCH 12 - PROGRESS: at 37.30% examples, 714557 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:57,561 : INFO : EPOCH 12 - PROGRESS: at 37.65% examples, 714773 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:58,569 : INFO : EPOCH 12 - PROGRESS: at 38.01% examples, 714958 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:20:59,574 : INFO : EPOCH 12 - PROGRESS: at 38.35% examples, 715198 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:00,580 : INFO : EPOCH 12 - PROGRESS: at 38.72% examples, 715439 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:01,583 : INFO : EPOCH 12 - PROGRESS: at 39.07% examples, 715591 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:02,584 : INFO : EPOCH 12 - PROGRESS: at 39.40% examples, 715863 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:03,587 : INFO : EPOCH 12 - PROGRESS: at 39.75% examples, 716116 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:04,589 : INFO : EPOCH 12 - PROGRESS: at 40.10% examples, 716358 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:05,590 : INFO : EPOCH 12 - PROGRESS: at 40.46% examples, 716513 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:06,616 : INFO : EPOCH 12 - PROGRESS: at 40.82% examples, 716624 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:07,621 : INFO : EPOCH 12 - PROGRESS: at 41.18% examples, 716847 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:08,626 : INFO : EPOCH 12 - PROGRESS: at 41.57% examples, 717077 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:21:09,634 : INFO : EPOCH 12 - PROGRESS: at 41.94% examples, 717167 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:10,651 : INFO : EPOCH 12 - PROGRESS: at 42.31% examples, 717270 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:11,658 : INFO : EPOCH 12 - PROGRESS: at 42.67% examples, 717530 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:12,669 : INFO : EPOCH 12 - PROGRESS: at 43.02% examples, 717726 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:13,681 : INFO : EPOCH 12 - PROGRESS: at 43.39% examples, 717822 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:14,696 : INFO : EPOCH 12 - PROGRESS: at 43.78% examples, 717932 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:15,708 : INFO : EPOCH 12 - PROGRESS: at 44.13% examples, 718044 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:16,713 : INFO : EPOCH 12 - PROGRESS: at 44.52% examples, 718282 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:17,714 : INFO : EPOCH 12 - PROGRESS: at 44.87% examples, 718388 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:18,718 : INFO : EPOCH 12 - PROGRESS: at 45.23% examples, 718632 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:19,723 : INFO : EPOCH 12 - PROGRESS: at 45.56% examples, 718839 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:20,727 : INFO : EPOCH 12 - PROGRESS: at 45.90% examples, 718953 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:21,753 : INFO : EPOCH 12 - PROGRESS: at 46.24% examples, 719074 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:22,753 : INFO : EPOCH 12 - PROGRESS: at 46.62% examples, 719217 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:23,753 : INFO : EPOCH 12 - PROGRESS: at 46.97% examples, 719383 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:24,766 : INFO : EPOCH 12 - PROGRESS: at 47.35% examples, 719571 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:25,771 : INFO : EPOCH 12 - PROGRESS: at 47.72% examples, 719740 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:26,789 : INFO : EPOCH 12 - PROGRESS: at 48.07% examples, 719813 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:27,797 : INFO : EPOCH 12 - PROGRESS: at 48.44% examples, 719875 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:28,801 : INFO : EPOCH 12 - PROGRESS: at 48.79% examples, 720154 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:29,808 : INFO : EPOCH 12 - PROGRESS: at 49.15% examples, 720242 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:30,812 : INFO : EPOCH 12 - PROGRESS: at 49.48% examples, 719984 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:31,819 : INFO : EPOCH 12 - PROGRESS: at 49.79% examples, 719665 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:32,829 : INFO : EPOCH 12 - PROGRESS: at 50.12% examples, 719319 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:33,843 : INFO : EPOCH 12 - PROGRESS: at 50.42% examples, 718990 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:34,849 : INFO : EPOCH 12 - PROGRESS: at 50.74% examples, 718665 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:35,863 : INFO : EPOCH 12 - PROGRESS: at 51.07% examples, 718267 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:36,876 : INFO : EPOCH 12 - PROGRESS: at 51.40% examples, 718028 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:21:37,884 : INFO : EPOCH 12 - PROGRESS: at 51.71% examples, 717721 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:38,891 : INFO : EPOCH 12 - PROGRESS: at 52.04% examples, 717429 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:21:39,902 : INFO : EPOCH 12 - PROGRESS: at 52.36% examples, 717129 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:21:40,906 : INFO : EPOCH 12 - PROGRESS: at 52.70% examples, 716751 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:21:41,908 : INFO : EPOCH 12 - PROGRESS: at 53.01% examples, 716503 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:42,922 : INFO : EPOCH 12 - PROGRESS: at 53.33% examples, 716212 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:43,928 : INFO : EPOCH 12 - PROGRESS: at 53.63% examples, 715934 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:44,938 : INFO : EPOCH 12 - PROGRESS: at 53.93% examples, 715411 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:45,941 : INFO : EPOCH 12 - PROGRESS: at 54.21% examples, 714438 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:46,945 : INFO : EPOCH 12 - PROGRESS: at 54.49% examples, 713590 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:47,961 : INFO : EPOCH 12 - PROGRESS: at 54.79% examples, 712681 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:48,972 : INFO : EPOCH 12 - PROGRESS: at 55.06% examples, 711914 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:49,985 : INFO : EPOCH 12 - PROGRESS: at 55.34% examples, 711141 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:50,997 : INFO : EPOCH 12 - PROGRESS: at 55.62% examples, 710314 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:52,009 : INFO : EPOCH 12 - PROGRESS: at 55.91% examples, 709551 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:53,015 : INFO : EPOCH 12 - PROGRESS: at 56.20% examples, 708803 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:54,035 : INFO : EPOCH 12 - PROGRESS: at 56.49% examples, 707959 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:55,038 : INFO : EPOCH 12 - PROGRESS: at 56.83% examples, 708024 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:56,043 : INFO : EPOCH 12 - PROGRESS: at 57.17% examples, 708098 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:57,043 : INFO : EPOCH 12 - PROGRESS: at 57.49% examples, 708219 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:21:58,049 : INFO : EPOCH 12 - PROGRESS: at 57.88% examples, 708269 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:21:59,064 : INFO : EPOCH 12 - PROGRESS: at 58.23% examples, 708244 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:00,066 : INFO : EPOCH 12 - PROGRESS: at 58.59% examples, 708486 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:01,067 : INFO : EPOCH 12 - PROGRESS: at 58.94% examples, 708656 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:02,067 : INFO : EPOCH 12 - PROGRESS: at 59.31% examples, 708849 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:03,086 : INFO : EPOCH 12 - PROGRESS: at 59.68% examples, 708977 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:04,087 : INFO : EPOCH 12 - PROGRESS: at 60.05% examples, 709130 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:05,089 : INFO : EPOCH 12 - PROGRESS: at 60.40% examples, 709316 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:22:06,092 : INFO : EPOCH 12 - PROGRESS: at 60.76% examples, 709496 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:07,101 : INFO : EPOCH 12 - PROGRESS: at 61.13% examples, 709621 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:22:08,105 : INFO : EPOCH 12 - PROGRESS: at 61.48% examples, 709831 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:09,113 : INFO : EPOCH 12 - PROGRESS: at 61.83% examples, 710072 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:10,120 : INFO : EPOCH 12 - PROGRESS: at 62.19% examples, 710208 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:11,123 : INFO : EPOCH 12 - PROGRESS: at 62.56% examples, 710371 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:12,129 : INFO : EPOCH 12 - PROGRESS: at 62.91% examples, 710525 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:13,132 : INFO : EPOCH 12 - PROGRESS: at 63.29% examples, 710650 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:14,144 : INFO : EPOCH 12 - PROGRESS: at 63.64% examples, 710790 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:15,150 : INFO : EPOCH 12 - PROGRESS: at 63.99% examples, 711025 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:16,155 : INFO : EPOCH 12 - PROGRESS: at 64.37% examples, 711135 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:17,158 : INFO : EPOCH 12 - PROGRESS: at 64.71% examples, 711318 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:18,162 : INFO : EPOCH 12 - PROGRESS: at 65.07% examples, 711406 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:19,174 : INFO : EPOCH 12 - PROGRESS: at 65.42% examples, 711372 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:20,176 : INFO : EPOCH 12 - PROGRESS: at 65.76% examples, 711325 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:22:21,193 : INFO : EPOCH 12 - PROGRESS: at 66.08% examples, 710919 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:22,204 : INFO : EPOCH 12 - PROGRESS: at 66.42% examples, 710804 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:23,215 : INFO : EPOCH 12 - PROGRESS: at 66.76% examples, 711035 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:24,218 : INFO : EPOCH 12 - PROGRESS: at 67.12% examples, 711206 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:25,227 : INFO : EPOCH 12 - PROGRESS: at 67.48% examples, 711312 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:26,231 : INFO : EPOCH 12 - PROGRESS: at 67.85% examples, 711411 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:27,241 : INFO : EPOCH 12 - PROGRESS: at 68.23% examples, 711572 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:28,245 : INFO : EPOCH 12 - PROGRESS: at 68.59% examples, 711628 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:29,248 : INFO : EPOCH 12 - PROGRESS: at 68.97% examples, 711777 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:30,250 : INFO : EPOCH 12 - PROGRESS: at 69.36% examples, 711940 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:31,261 : INFO : EPOCH 12 - PROGRESS: at 69.74% examples, 711955 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:32,278 : INFO : EPOCH 12 - PROGRESS: at 70.11% examples, 712080 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:33,281 : INFO : EPOCH 12 - PROGRESS: at 70.47% examples, 712165 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:34,282 : INFO : EPOCH 12 - PROGRESS: at 70.81% examples, 712344 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:35,293 : INFO : EPOCH 12 - PROGRESS: at 71.18% examples, 712450 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:36,296 : INFO : EPOCH 12 - PROGRESS: at 71.53% examples, 712539 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:37,298 : INFO : EPOCH 12 - PROGRESS: at 71.87% examples, 712670 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:38,305 : INFO : EPOCH 12 - PROGRESS: at 72.22% examples, 712791 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:39,312 : INFO : EPOCH 12 - PROGRESS: at 72.60% examples, 712862 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:22:40,335 : INFO : EPOCH 12 - PROGRESS: at 72.98% examples, 712995 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:41,343 : INFO : EPOCH 12 - PROGRESS: at 73.32% examples, 713158 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:22:42,355 : INFO : EPOCH 12 - PROGRESS: at 73.70% examples, 713257 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:43,357 : INFO : EPOCH 12 - PROGRESS: at 74.03% examples, 713276 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:44,358 : INFO : EPOCH 12 - PROGRESS: at 74.39% examples, 713358 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:45,368 : INFO : EPOCH 12 - PROGRESS: at 74.75% examples, 713447 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:46,379 : INFO : EPOCH 12 - PROGRESS: at 75.11% examples, 713579 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:47,379 : INFO : EPOCH 12 - PROGRESS: at 75.45% examples, 713703 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:48,381 : INFO : EPOCH 12 - PROGRESS: at 75.79% examples, 713911 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:49,382 : INFO : EPOCH 12 - PROGRESS: at 76.14% examples, 714003 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:50,393 : INFO : EPOCH 12 - PROGRESS: at 76.50% examples, 714098 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:51,408 : INFO : EPOCH 12 - PROGRESS: at 76.87% examples, 714196 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:52,410 : INFO : EPOCH 12 - PROGRESS: at 77.21% examples, 714375 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:53,428 : INFO : EPOCH 12 - PROGRESS: at 77.59% examples, 714435 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:54,438 : INFO : EPOCH 12 - PROGRESS: at 77.95% examples, 714524 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:55,456 : INFO : EPOCH 12 - PROGRESS: at 78.30% examples, 714634 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:56,469 : INFO : EPOCH 12 - PROGRESS: at 78.64% examples, 714748 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:57,471 : INFO : EPOCH 12 - PROGRESS: at 79.01% examples, 714815 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:58,479 : INFO : EPOCH 12 - PROGRESS: at 79.33% examples, 714785 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:22:59,485 : INFO : EPOCH 12 - PROGRESS: at 79.71% examples, 714884 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:00,495 : INFO : EPOCH 12 - PROGRESS: at 80.06% examples, 715017 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:01,510 : INFO : EPOCH 12 - PROGRESS: at 80.44% examples, 715101 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:02,527 : INFO : EPOCH 12 - PROGRESS: at 80.80% examples, 715193 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:03,537 : INFO : EPOCH 12 - PROGRESS: at 81.17% examples, 715320 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:04,538 : INFO : EPOCH 12 - PROGRESS: at 81.52% examples, 715478 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:05,549 : INFO : EPOCH 12 - PROGRESS: at 81.89% examples, 715514 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:06,556 : INFO : EPOCH 12 - PROGRESS: at 82.25% examples, 715629 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:07,563 : INFO : EPOCH 12 - PROGRESS: at 82.59% examples, 715762 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:08,566 : INFO : EPOCH 12 - PROGRESS: at 82.96% examples, 715836 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:09,570 : INFO : EPOCH 12 - PROGRESS: at 83.34% examples, 715916 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:10,571 : INFO : EPOCH 12 - PROGRESS: at 83.70% examples, 715974 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:11,592 : INFO : EPOCH 12 - PROGRESS: at 84.08% examples, 716079 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:12,602 : INFO : EPOCH 12 - PROGRESS: at 84.41% examples, 716168 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:23:13,605 : INFO : EPOCH 12 - PROGRESS: at 84.75% examples, 716251 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:14,616 : INFO : EPOCH 12 - PROGRESS: at 85.12% examples, 716352 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:15,629 : INFO : EPOCH 12 - PROGRESS: at 85.48% examples, 716476 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:16,631 : INFO : EPOCH 12 - PROGRESS: at 85.82% examples, 716595 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:17,634 : INFO : EPOCH 12 - PROGRESS: at 86.15% examples, 716730 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:18,643 : INFO : EPOCH 12 - PROGRESS: at 86.50% examples, 716844 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:19,653 : INFO : EPOCH 12 - PROGRESS: at 86.87% examples, 716926 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:20,659 : INFO : EPOCH 12 - PROGRESS: at 87.24% examples, 717037 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:21,664 : INFO : EPOCH 12 - PROGRESS: at 87.62% examples, 717086 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:22,670 : INFO : EPOCH 12 - PROGRESS: at 88.00% examples, 717130 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:23,670 : INFO : EPOCH 12 - PROGRESS: at 88.32% examples, 717236 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:24,671 : INFO : EPOCH 12 - PROGRESS: at 88.72% examples, 717320 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:25,689 : INFO : EPOCH 12 - PROGRESS: at 89.05% examples, 717347 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:26,690 : INFO : EPOCH 12 - PROGRESS: at 89.42% examples, 717454 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:27,696 : INFO : EPOCH 12 - PROGRESS: at 89.79% examples, 717555 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:28,717 : INFO : EPOCH 12 - PROGRESS: at 90.16% examples, 717615 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:29,727 : INFO : EPOCH 12 - PROGRESS: at 90.52% examples, 717698 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:30,734 : INFO : EPOCH 12 - PROGRESS: at 90.89% examples, 717769 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:31,735 : INFO : EPOCH 12 - PROGRESS: at 91.25% examples, 717835 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:23:32,736 : INFO : EPOCH 12 - PROGRESS: at 91.61% examples, 717922 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:33,738 : INFO : EPOCH 12 - PROGRESS: at 91.98% examples, 717954 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:34,743 : INFO : EPOCH 12 - PROGRESS: at 92.32% examples, 718055 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:35,749 : INFO : EPOCH 12 - PROGRESS: at 92.69% examples, 718126 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:36,758 : INFO : EPOCH 12 - PROGRESS: at 93.04% examples, 718179 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:37,763 : INFO : EPOCH 12 - PROGRESS: at 93.42% examples, 718274 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:38,773 : INFO : EPOCH 12 - PROGRESS: at 93.78% examples, 718339 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:39,780 : INFO : EPOCH 12 - PROGRESS: at 94.13% examples, 718419 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:40,782 : INFO : EPOCH 12 - PROGRESS: at 94.53% examples, 718476 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:41,785 : INFO : EPOCH 12 - PROGRESS: at 94.89% examples, 718540 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:42,797 : INFO : EPOCH 12 - PROGRESS: at 95.24% examples, 718627 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:43,798 : INFO : EPOCH 12 - PROGRESS: at 95.62% examples, 718719 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:44,802 : INFO : EPOCH 12 - PROGRESS: at 95.97% examples, 718745 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:23:45,806 : INFO : EPOCH 12 - PROGRESS: at 96.31% examples, 718840 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:46,809 : INFO : EPOCH 12 - PROGRESS: at 96.69% examples, 718872 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:47,813 : INFO : EPOCH 12 - PROGRESS: at 97.04% examples, 718969 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:48,827 : INFO : EPOCH 12 - PROGRESS: at 97.40% examples, 719033 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:49,840 : INFO : EPOCH 12 - PROGRESS: at 97.75% examples, 719071 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:23:50,851 : INFO : EPOCH 12 - PROGRESS: at 98.11% examples, 719158 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:51,863 : INFO : EPOCH 12 - PROGRESS: at 98.48% examples, 719272 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:52,867 : INFO : EPOCH 12 - PROGRESS: at 98.83% examples, 719314 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:53,867 : INFO : EPOCH 12 - PROGRESS: at 99.19% examples, 719375 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:54,879 : INFO : EPOCH 12 - PROGRESS: at 99.51% examples, 719398 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:23:55,884 : INFO : EPOCH 12 - PROGRESS: at 99.86% examples, 719456 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:56,262 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 23:23:56,266 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 23:23:56,278 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 23:23:56,293 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 23:23:56,293 : INFO : EPOCH - 12 : training on 265595784 raw words (206236479 effective words) took 286.6s, 719485 effective words/s
2020-07-23 23:23:57,304 : INFO : EPOCH 13 - PROGRESS: at 0.37% examples, 716869 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:58,306 : INFO : EPOCH 13 - PROGRESS: at 0.73% examples, 729991 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:23:59,306 : INFO : EPOCH 13 - PROGRESS: at 1.09% examples, 732966 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:00,309 : INFO : EPOCH 13 - PROGRESS: at 1.45% examples, 735957 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:01,321 : INFO : EPOCH 13 - PROGRESS: at 1.81% examples, 736881 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:02,322 : INFO : EPOCH 13 - PROGRESS: at 2.16% examples, 738631 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:03,322 : INFO : EPOCH 13 - PROGRESS: at 2.51% examples, 739047 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:04,326 : INFO : EPOCH 13 - PROGRESS: at 2.88% examples, 737007 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:05,345 : INFO : EPOCH 13 - PROGRESS: at 3.25% examples, 737120 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:06,373 : INFO : EPOCH 13 - PROGRESS: at 3.62% examples, 737700 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:07,376 : INFO : EPOCH 13 - PROGRESS: at 3.99% examples, 739233 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:08,387 : INFO : EPOCH 13 - PROGRESS: at 4.33% examples, 739581 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:09,397 : INFO : EPOCH 13 - PROGRESS: at 4.68% examples, 739484 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:10,399 : INFO : EPOCH 13 - PROGRESS: at 5.04% examples, 739352 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:11,404 : INFO : EPOCH 13 - PROGRESS: at 5.41% examples, 739177 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:12,406 : INFO : EPOCH 13 - PROGRESS: at 5.76% examples, 739838 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:13,408 : INFO : EPOCH 13 - PROGRESS: at 6.12% examples, 740017 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:14,421 : INFO : EPOCH 13 - PROGRESS: at 6.47% examples, 740287 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:15,427 : INFO : EPOCH 13 - PROGRESS: at 6.86% examples, 739731 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:24:16,427 : INFO : EPOCH 13 - PROGRESS: at 7.23% examples, 740350 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:17,428 : INFO : EPOCH 13 - PROGRESS: at 7.57% examples, 740907 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:18,431 : INFO : EPOCH 13 - PROGRESS: at 7.93% examples, 740608 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:19,438 : INFO : EPOCH 13 - PROGRESS: at 8.31% examples, 739894 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:20,447 : INFO : EPOCH 13 - PROGRESS: at 8.67% examples, 739417 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:21,451 : INFO : EPOCH 13 - PROGRESS: at 9.04% examples, 739988 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:22,459 : INFO : EPOCH 13 - PROGRESS: at 9.43% examples, 739784 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:23,462 : INFO : EPOCH 13 - PROGRESS: at 9.78% examples, 739848 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:24,465 : INFO : EPOCH 13 - PROGRESS: at 10.18% examples, 739751 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:25,473 : INFO : EPOCH 13 - PROGRESS: at 10.55% examples, 739633 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:26,478 : INFO : EPOCH 13 - PROGRESS: at 10.93% examples, 739610 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:24:27,485 : INFO : EPOCH 13 - PROGRESS: at 11.29% examples, 739220 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:28,486 : INFO : EPOCH 13 - PROGRESS: at 11.65% examples, 739298 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:29,499 : INFO : EPOCH 13 - PROGRESS: at 12.00% examples, 739347 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:30,503 : INFO : EPOCH 13 - PROGRESS: at 12.32% examples, 739486 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:31,511 : INFO : EPOCH 13 - PROGRESS: at 12.69% examples, 739257 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:32,534 : INFO : EPOCH 13 - PROGRESS: at 13.06% examples, 739009 words/s, in_qsize 8, out_qsize 1
2020-07-23 23:24:33,545 : INFO : EPOCH 13 - PROGRESS: at 13.44% examples, 739034 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:34,549 : INFO : EPOCH 13 - PROGRESS: at 13.79% examples, 739122 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:35,551 : INFO : EPOCH 13 - PROGRESS: at 14.14% examples, 739224 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:36,558 : INFO : EPOCH 13 - PROGRESS: at 14.47% examples, 739311 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:37,564 : INFO : EPOCH 13 - PROGRESS: at 14.83% examples, 739301 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:38,573 : INFO : EPOCH 13 - PROGRESS: at 15.21% examples, 739362 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:39,577 : INFO : EPOCH 13 - PROGRESS: at 15.56% examples, 739184 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:40,583 : INFO : EPOCH 13 - PROGRESS: at 15.91% examples, 739418 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:41,585 : INFO : EPOCH 13 - PROGRESS: at 16.30% examples, 739339 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:24:42,593 : INFO : EPOCH 13 - PROGRESS: at 16.67% examples, 739279 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:43,601 : INFO : EPOCH 13 - PROGRESS: at 17.03% examples, 739120 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:44,605 : INFO : EPOCH 13 - PROGRESS: at 17.42% examples, 738938 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:45,611 : INFO : EPOCH 13 - PROGRESS: at 17.79% examples, 738860 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:46,628 : INFO : EPOCH 13 - PROGRESS: at 18.16% examples, 738733 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:47,637 : INFO : EPOCH 13 - PROGRESS: at 18.50% examples, 738640 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:48,638 : INFO : EPOCH 13 - PROGRESS: at 18.86% examples, 739029 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:49,641 : INFO : EPOCH 13 - PROGRESS: at 19.24% examples, 738768 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:24:50,647 : INFO : EPOCH 13 - PROGRESS: at 19.62% examples, 738837 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:51,649 : INFO : EPOCH 13 - PROGRESS: at 19.96% examples, 738919 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:52,650 : INFO : EPOCH 13 - PROGRESS: at 20.34% examples, 738821 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:53,656 : INFO : EPOCH 13 - PROGRESS: at 20.69% examples, 739026 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:54,662 : INFO : EPOCH 13 - PROGRESS: at 21.05% examples, 739054 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:55,666 : INFO : EPOCH 13 - PROGRESS: at 21.41% examples, 738773 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:56,672 : INFO : EPOCH 13 - PROGRESS: at 21.78% examples, 738830 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:57,679 : INFO : EPOCH 13 - PROGRESS: at 22.13% examples, 738776 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:58,682 : INFO : EPOCH 13 - PROGRESS: at 22.50% examples, 738405 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:24:59,684 : INFO : EPOCH 13 - PROGRESS: at 22.83% examples, 737939 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:00,698 : INFO : EPOCH 13 - PROGRESS: at 23.17% examples, 736960 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:01,709 : INFO : EPOCH 13 - PROGRESS: at 23.45% examples, 735112 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:02,714 : INFO : EPOCH 13 - PROGRESS: at 23.81% examples, 735058 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:03,717 : INFO : EPOCH 13 - PROGRESS: at 24.19% examples, 735056 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:04,740 : INFO : EPOCH 13 - PROGRESS: at 24.56% examples, 734920 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:25:05,743 : INFO : EPOCH 13 - PROGRESS: at 24.89% examples, 734932 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:06,752 : INFO : EPOCH 13 - PROGRESS: at 25.26% examples, 735124 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:07,766 : INFO : EPOCH 13 - PROGRESS: at 25.64% examples, 735050 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:08,770 : INFO : EPOCH 13 - PROGRESS: at 26.02% examples, 735122 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:09,775 : INFO : EPOCH 13 - PROGRESS: at 26.40% examples, 735097 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:10,782 : INFO : EPOCH 13 - PROGRESS: at 26.74% examples, 735265 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:11,787 : INFO : EPOCH 13 - PROGRESS: at 27.11% examples, 735285 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:12,795 : INFO : EPOCH 13 - PROGRESS: at 27.45% examples, 735458 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:13,798 : INFO : EPOCH 13 - PROGRESS: at 27.81% examples, 735526 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:14,806 : INFO : EPOCH 13 - PROGRESS: at 28.15% examples, 735542 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:15,822 : INFO : EPOCH 13 - PROGRESS: at 28.49% examples, 735636 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:16,827 : INFO : EPOCH 13 - PROGRESS: at 28.86% examples, 735803 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:25:17,833 : INFO : EPOCH 13 - PROGRESS: at 29.24% examples, 735905 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:18,849 : INFO : EPOCH 13 - PROGRESS: at 29.63% examples, 735808 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:19,853 : INFO : EPOCH 13 - PROGRESS: at 29.98% examples, 735919 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:20,859 : INFO : EPOCH 13 - PROGRESS: at 30.37% examples, 735805 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:21,866 : INFO : EPOCH 13 - PROGRESS: at 30.71% examples, 735919 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:22,871 : INFO : EPOCH 13 - PROGRESS: at 31.08% examples, 735922 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:23,880 : INFO : EPOCH 13 - PROGRESS: at 31.47% examples, 735827 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:24,906 : INFO : EPOCH 13 - PROGRESS: at 31.84% examples, 735791 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:25,919 : INFO : EPOCH 13 - PROGRESS: at 32.23% examples, 735944 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:26,939 : INFO : EPOCH 13 - PROGRESS: at 32.58% examples, 735925 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:27,942 : INFO : EPOCH 13 - PROGRESS: at 32.94% examples, 735957 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:28,957 : INFO : EPOCH 13 - PROGRESS: at 33.32% examples, 735905 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:29,959 : INFO : EPOCH 13 - PROGRESS: at 33.68% examples, 736120 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:30,974 : INFO : EPOCH 13 - PROGRESS: at 34.07% examples, 735986 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:25:31,979 : INFO : EPOCH 13 - PROGRESS: at 34.43% examples, 736068 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:32,993 : INFO : EPOCH 13 - PROGRESS: at 34.79% examples, 736060 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:34,004 : INFO : EPOCH 13 - PROGRESS: at 35.14% examples, 736196 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:35,012 : INFO : EPOCH 13 - PROGRESS: at 35.51% examples, 736202 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:36,013 : INFO : EPOCH 13 - PROGRESS: at 35.87% examples, 736312 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:37,025 : INFO : EPOCH 13 - PROGRESS: at 36.24% examples, 736249 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:38,028 : INFO : EPOCH 13 - PROGRESS: at 36.59% examples, 736334 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:39,044 : INFO : EPOCH 13 - PROGRESS: at 36.96% examples, 736430 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:40,046 : INFO : EPOCH 13 - PROGRESS: at 37.30% examples, 736530 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:41,047 : INFO : EPOCH 13 - PROGRESS: at 37.66% examples, 736525 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:42,055 : INFO : EPOCH 13 - PROGRESS: at 38.02% examples, 736575 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:43,058 : INFO : EPOCH 13 - PROGRESS: at 38.36% examples, 736573 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:44,077 : INFO : EPOCH 13 - PROGRESS: at 38.73% examples, 736582 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:45,078 : INFO : EPOCH 13 - PROGRESS: at 39.09% examples, 736665 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:46,098 : INFO : EPOCH 13 - PROGRESS: at 39.42% examples, 736713 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:47,117 : INFO : EPOCH 13 - PROGRESS: at 39.77% examples, 736794 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:25:48,128 : INFO : EPOCH 13 - PROGRESS: at 40.13% examples, 736828 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:49,132 : INFO : EPOCH 13 - PROGRESS: at 40.49% examples, 736886 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:50,139 : INFO : EPOCH 13 - PROGRESS: at 40.85% examples, 736947 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:51,151 : INFO : EPOCH 13 - PROGRESS: at 41.22% examples, 736990 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:52,157 : INFO : EPOCH 13 - PROGRESS: at 41.60% examples, 736959 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:53,158 : INFO : EPOCH 13 - PROGRESS: at 41.98% examples, 736958 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:54,163 : INFO : EPOCH 13 - PROGRESS: at 42.34% examples, 736864 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:55,166 : INFO : EPOCH 13 - PROGRESS: at 42.69% examples, 736947 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:56,177 : INFO : EPOCH 13 - PROGRESS: at 43.04% examples, 737053 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:57,184 : INFO : EPOCH 13 - PROGRESS: at 43.42% examples, 737013 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:58,190 : INFO : EPOCH 13 - PROGRESS: at 43.81% examples, 736955 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:25:59,193 : INFO : EPOCH 13 - PROGRESS: at 44.16% examples, 736990 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:00,196 : INFO : EPOCH 13 - PROGRESS: at 44.53% examples, 736926 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:01,205 : INFO : EPOCH 13 - PROGRESS: at 44.89% examples, 736812 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:02,207 : INFO : EPOCH 13 - PROGRESS: at 45.24% examples, 736925 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:03,222 : INFO : EPOCH 13 - PROGRESS: at 45.58% examples, 736979 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:04,224 : INFO : EPOCH 13 - PROGRESS: at 45.93% examples, 737147 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:05,226 : INFO : EPOCH 13 - PROGRESS: at 46.26% examples, 737116 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:06,228 : INFO : EPOCH 13 - PROGRESS: at 46.64% examples, 737188 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:07,237 : INFO : EPOCH 13 - PROGRESS: at 47.00% examples, 737199 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:08,238 : INFO : EPOCH 13 - PROGRESS: at 47.36% examples, 737217 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:09,244 : INFO : EPOCH 13 - PROGRESS: at 47.73% examples, 737218 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:26:10,247 : INFO : EPOCH 13 - PROGRESS: at 48.09% examples, 737241 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:11,254 : INFO : EPOCH 13 - PROGRESS: at 48.45% examples, 737228 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:12,255 : INFO : EPOCH 13 - PROGRESS: at 48.80% examples, 737263 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:13,268 : INFO : EPOCH 13 - PROGRESS: at 49.17% examples, 737225 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:26:14,280 : INFO : EPOCH 13 - PROGRESS: at 49.52% examples, 737257 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:15,288 : INFO : EPOCH 13 - PROGRESS: at 49.86% examples, 737260 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:26:16,290 : INFO : EPOCH 13 - PROGRESS: at 50.22% examples, 737335 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:17,292 : INFO : EPOCH 13 - PROGRESS: at 50.56% examples, 737365 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:18,299 : INFO : EPOCH 13 - PROGRESS: at 50.93% examples, 737394 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:19,305 : INFO : EPOCH 13 - PROGRESS: at 51.26% examples, 737418 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:20,307 : INFO : EPOCH 13 - PROGRESS: at 51.62% examples, 737484 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:21,309 : INFO : EPOCH 13 - PROGRESS: at 51.97% examples, 737537 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:22,318 : INFO : EPOCH 13 - PROGRESS: at 52.33% examples, 737433 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:23,319 : INFO : EPOCH 13 - PROGRESS: at 52.70% examples, 737416 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:24,327 : INFO : EPOCH 13 - PROGRESS: at 53.05% examples, 737538 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:25,332 : INFO : EPOCH 13 - PROGRESS: at 53.39% examples, 737561 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:26,341 : INFO : EPOCH 13 - PROGRESS: at 53.72% examples, 737576 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:27,343 : INFO : EPOCH 13 - PROGRESS: at 54.09% examples, 737638 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:28,361 : INFO : EPOCH 13 - PROGRESS: at 54.44% examples, 737635 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:26:29,367 : INFO : EPOCH 13 - PROGRESS: at 54.82% examples, 737662 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:30,374 : INFO : EPOCH 13 - PROGRESS: at 55.13% examples, 737233 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:31,380 : INFO : EPOCH 13 - PROGRESS: at 55.46% examples, 736788 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:32,385 : INFO : EPOCH 13 - PROGRESS: at 55.77% examples, 736311 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:33,404 : INFO : EPOCH 13 - PROGRESS: at 56.11% examples, 735931 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:34,410 : INFO : EPOCH 13 - PROGRESS: at 56.46% examples, 735524 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:26:35,416 : INFO : EPOCH 13 - PROGRESS: at 56.76% examples, 735105 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:36,418 : INFO : EPOCH 13 - PROGRESS: at 57.09% examples, 734722 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:37,439 : INFO : EPOCH 13 - PROGRESS: at 57.37% examples, 734286 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:38,442 : INFO : EPOCH 13 - PROGRESS: at 57.72% examples, 733808 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:39,448 : INFO : EPOCH 13 - PROGRESS: at 58.06% examples, 733448 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:40,450 : INFO : EPOCH 13 - PROGRESS: at 58.40% examples, 733052 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:41,469 : INFO : EPOCH 13 - PROGRESS: at 58.73% examples, 732733 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:42,477 : INFO : EPOCH 13 - PROGRESS: at 59.05% examples, 732400 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:43,494 : INFO : EPOCH 13 - PROGRESS: at 59.40% examples, 731972 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:44,500 : INFO : EPOCH 13 - PROGRESS: at 59.73% examples, 731643 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:45,513 : INFO : EPOCH 13 - PROGRESS: at 60.07% examples, 731238 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:46,515 : INFO : EPOCH 13 - PROGRESS: at 60.39% examples, 730885 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:47,526 : INFO : EPOCH 13 - PROGRESS: at 60.71% examples, 730635 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:48,528 : INFO : EPOCH 13 - PROGRESS: at 61.04% examples, 730270 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:49,531 : INFO : EPOCH 13 - PROGRESS: at 61.37% examples, 729920 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:26:50,534 : INFO : EPOCH 13 - PROGRESS: at 61.70% examples, 729611 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:51,538 : INFO : EPOCH 13 - PROGRESS: at 62.02% examples, 729292 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:52,544 : INFO : EPOCH 13 - PROGRESS: at 62.36% examples, 728874 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:53,561 : INFO : EPOCH 13 - PROGRESS: at 62.68% examples, 728586 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:54,573 : INFO : EPOCH 13 - PROGRESS: at 63.00% examples, 728265 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:26:55,586 : INFO : EPOCH 13 - PROGRESS: at 63.34% examples, 727916 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:26:56,588 : INFO : EPOCH 13 - PROGRESS: at 63.67% examples, 727630 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:57,589 : INFO : EPOCH 13 - PROGRESS: at 63.97% examples, 727311 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:58,614 : INFO : EPOCH 13 - PROGRESS: at 64.32% examples, 726938 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:26:59,618 : INFO : EPOCH 13 - PROGRESS: at 64.64% examples, 726715 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:00,623 : INFO : EPOCH 13 - PROGRESS: at 64.97% examples, 726397 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:01,635 : INFO : EPOCH 13 - PROGRESS: at 65.29% examples, 726072 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:02,647 : INFO : EPOCH 13 - PROGRESS: at 65.62% examples, 725756 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:03,662 : INFO : EPOCH 13 - PROGRESS: at 65.95% examples, 725451 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:27:04,674 : INFO : EPOCH 13 - PROGRESS: at 66.29% examples, 725161 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:05,679 : INFO : EPOCH 13 - PROGRESS: at 66.62% examples, 724969 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:06,684 : INFO : EPOCH 13 - PROGRESS: at 66.94% examples, 724686 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:07,687 : INFO : EPOCH 13 - PROGRESS: at 67.25% examples, 724455 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:08,689 : INFO : EPOCH 13 - PROGRESS: at 67.58% examples, 724179 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:09,692 : INFO : EPOCH 13 - PROGRESS: at 67.93% examples, 723905 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:10,699 : INFO : EPOCH 13 - PROGRESS: at 68.28% examples, 723657 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:11,719 : INFO : EPOCH 13 - PROGRESS: at 68.61% examples, 723330 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:12,734 : INFO : EPOCH 13 - PROGRESS: at 68.95% examples, 723071 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:13,745 : INFO : EPOCH 13 - PROGRESS: at 69.30% examples, 722806 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:14,746 : INFO : EPOCH 13 - PROGRESS: at 69.65% examples, 722478 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:15,748 : INFO : EPOCH 13 - PROGRESS: at 70.00% examples, 722223 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:16,759 : INFO : EPOCH 13 - PROGRESS: at 70.34% examples, 721907 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:17,766 : INFO : EPOCH 13 - PROGRESS: at 70.65% examples, 721756 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:18,772 : INFO : EPOCH 13 - PROGRESS: at 70.97% examples, 721492 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:19,772 : INFO : EPOCH 13 - PROGRESS: at 71.30% examples, 721221 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:20,782 : INFO : EPOCH 13 - PROGRESS: at 71.61% examples, 720986 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:21,791 : INFO : EPOCH 13 - PROGRESS: at 71.92% examples, 720705 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:22,794 : INFO : EPOCH 13 - PROGRESS: at 72.25% examples, 720496 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:23,805 : INFO : EPOCH 13 - PROGRESS: at 72.60% examples, 720233 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:24,814 : INFO : EPOCH 13 - PROGRESS: at 72.93% examples, 719995 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:27:25,822 : INFO : EPOCH 13 - PROGRESS: at 73.24% examples, 719775 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:26,825 : INFO : EPOCH 13 - PROGRESS: at 73.58% examples, 719532 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:27,826 : INFO : EPOCH 13 - PROGRESS: at 73.92% examples, 719314 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:28,827 : INFO : EPOCH 13 - PROGRESS: at 74.23% examples, 719072 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:27:29,830 : INFO : EPOCH 13 - PROGRESS: at 74.56% examples, 718871 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:30,837 : INFO : EPOCH 13 - PROGRESS: at 74.88% examples, 718573 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:31,838 : INFO : EPOCH 13 - PROGRESS: at 75.19% examples, 718415 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:32,842 : INFO : EPOCH 13 - PROGRESS: at 75.50% examples, 718203 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:33,873 : INFO : EPOCH 13 - PROGRESS: at 75.82% examples, 718003 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:34,887 : INFO : EPOCH 13 - PROGRESS: at 76.15% examples, 717844 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:35,889 : INFO : EPOCH 13 - PROGRESS: at 76.47% examples, 717631 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:36,891 : INFO : EPOCH 13 - PROGRESS: at 76.81% examples, 717402 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:37,902 : INFO : EPOCH 13 - PROGRESS: at 77.12% examples, 717238 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:38,904 : INFO : EPOCH 13 - PROGRESS: at 77.43% examples, 716832 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:39,905 : INFO : EPOCH 13 - PROGRESS: at 77.76% examples, 716497 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:40,909 : INFO : EPOCH 13 - PROGRESS: at 78.05% examples, 716003 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:41,909 : INFO : EPOCH 13 - PROGRESS: at 78.35% examples, 715670 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:42,912 : INFO : EPOCH 13 - PROGRESS: at 78.69% examples, 715797 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:43,935 : INFO : EPOCH 13 - PROGRESS: at 79.05% examples, 715905 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:44,943 : INFO : EPOCH 13 - PROGRESS: at 79.41% examples, 716052 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:45,952 : INFO : EPOCH 13 - PROGRESS: at 79.78% examples, 716150 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:46,956 : INFO : EPOCH 13 - PROGRESS: at 80.13% examples, 716294 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:47,960 : INFO : EPOCH 13 - PROGRESS: at 80.52% examples, 716404 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:48,962 : INFO : EPOCH 13 - PROGRESS: at 80.87% examples, 716498 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:49,964 : INFO : EPOCH 13 - PROGRESS: at 81.24% examples, 716550 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:27:50,970 : INFO : EPOCH 13 - PROGRESS: at 81.59% examples, 716706 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:51,971 : INFO : EPOCH 13 - PROGRESS: at 81.96% examples, 716725 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:52,972 : INFO : EPOCH 13 - PROGRESS: at 82.31% examples, 716806 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:53,984 : INFO : EPOCH 13 - PROGRESS: at 82.65% examples, 716896 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:54,985 : INFO : EPOCH 13 - PROGRESS: at 83.02% examples, 717018 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:27:55,994 : INFO : EPOCH 13 - PROGRESS: at 83.42% examples, 717113 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:57,004 : INFO : EPOCH 13 - PROGRESS: at 83.78% examples, 717221 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:58,007 : INFO : EPOCH 13 - PROGRESS: at 84.14% examples, 717301 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:27:59,019 : INFO : EPOCH 13 - PROGRESS: at 84.47% examples, 717408 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:00,022 : INFO : EPOCH 13 - PROGRESS: at 84.82% examples, 717493 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:01,026 : INFO : EPOCH 13 - PROGRESS: at 85.18% examples, 717601 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:02,032 : INFO : EPOCH 13 - PROGRESS: at 85.54% examples, 717705 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:03,038 : INFO : EPOCH 13 - PROGRESS: at 85.88% examples, 717844 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:04,044 : INFO : EPOCH 13 - PROGRESS: at 86.22% examples, 717943 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:05,061 : INFO : EPOCH 13 - PROGRESS: at 86.57% examples, 718052 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:06,062 : INFO : EPOCH 13 - PROGRESS: at 86.94% examples, 718176 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:07,065 : INFO : EPOCH 13 - PROGRESS: at 87.31% examples, 718227 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:08,066 : INFO : EPOCH 13 - PROGRESS: at 87.70% examples, 718291 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:09,069 : INFO : EPOCH 13 - PROGRESS: at 88.06% examples, 718348 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:10,080 : INFO : EPOCH 13 - PROGRESS: at 88.40% examples, 718442 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:11,090 : INFO : EPOCH 13 - PROGRESS: at 88.79% examples, 718493 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:12,094 : INFO : EPOCH 13 - PROGRESS: at 89.14% examples, 718574 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:13,103 : INFO : EPOCH 13 - PROGRESS: at 89.50% examples, 718709 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:28:14,109 : INFO : EPOCH 13 - PROGRESS: at 89.84% examples, 718761 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:15,112 : INFO : EPOCH 13 - PROGRESS: at 90.23% examples, 718784 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:16,114 : INFO : EPOCH 13 - PROGRESS: at 90.58% examples, 718883 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:17,119 : INFO : EPOCH 13 - PROGRESS: at 90.96% examples, 718948 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:18,120 : INFO : EPOCH 13 - PROGRESS: at 91.31% examples, 719009 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:19,125 : INFO : EPOCH 13 - PROGRESS: at 91.68% examples, 719053 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:20,133 : INFO : EPOCH 13 - PROGRESS: at 92.04% examples, 719128 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:21,142 : INFO : EPOCH 13 - PROGRESS: at 92.39% examples, 719282 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:22,159 : INFO : EPOCH 13 - PROGRESS: at 92.77% examples, 719340 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:23,175 : INFO : EPOCH 13 - PROGRESS: at 93.11% examples, 719414 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:24,177 : INFO : EPOCH 13 - PROGRESS: at 93.49% examples, 719500 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:25,183 : INFO : EPOCH 13 - PROGRESS: at 93.87% examples, 719563 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:26,185 : INFO : EPOCH 13 - PROGRESS: at 94.21% examples, 719610 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:28:27,192 : INFO : EPOCH 13 - PROGRESS: at 94.60% examples, 719652 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:28,207 : INFO : EPOCH 13 - PROGRESS: at 94.96% examples, 719699 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:29,207 : INFO : EPOCH 13 - PROGRESS: at 95.32% examples, 719758 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:30,207 : INFO : EPOCH 13 - PROGRESS: at 95.67% examples, 719795 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:31,209 : INFO : EPOCH 13 - PROGRESS: at 96.04% examples, 719879 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:32,209 : INFO : EPOCH 13 - PROGRESS: at 96.39% examples, 719952 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:33,218 : INFO : EPOCH 13 - PROGRESS: at 96.78% examples, 720031 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:34,226 : INFO : EPOCH 13 - PROGRESS: at 97.12% examples, 720124 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:35,227 : INFO : EPOCH 13 - PROGRESS: at 97.48% examples, 720190 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:36,230 : INFO : EPOCH 13 - PROGRESS: at 97.81% examples, 720264 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:28:37,231 : INFO : EPOCH 13 - PROGRESS: at 98.18% examples, 720331 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:38,245 : INFO : EPOCH 13 - PROGRESS: at 98.53% examples, 720421 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:28:39,247 : INFO : EPOCH 13 - PROGRESS: at 98.91% examples, 720500 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:40,255 : INFO : EPOCH 13 - PROGRESS: at 99.26% examples, 720542 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:41,255 : INFO : EPOCH 13 - PROGRESS: at 99.58% examples, 720655 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:42,266 : INFO : EPOCH 13 - PROGRESS: at 99.85% examples, 720008 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:28:42,807 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 23:28:42,808 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 23:28:42,821 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 23:28:42,836 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 23:28:42,837 : INFO : EPOCH - 13 : training on 265595784 raw words (206226838 effective words) took 286.5s, 719727 effective words/s
2020-07-23 23:28:43,847 : INFO : EPOCH 14 - PROGRESS: at 0.28% examples, 549554 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:28:44,867 : INFO : EPOCH 14 - PROGRESS: at 0.59% examples, 581248 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:45,880 : INFO : EPOCH 14 - PROGRESS: at 0.95% examples, 633259 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:46,881 : INFO : EPOCH 14 - PROGRESS: at 1.31% examples, 661863 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:47,893 : INFO : EPOCH 14 - PROGRESS: at 1.67% examples, 675878 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:28:48,909 : INFO : EPOCH 14 - PROGRESS: at 2.04% examples, 686733 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:49,917 : INFO : EPOCH 14 - PROGRESS: at 2.37% examples, 695102 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:28:50,918 : INFO : EPOCH 14 - PROGRESS: at 2.75% examples, 700202 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:51,926 : INFO : EPOCH 14 - PROGRESS: at 3.09% examples, 702771 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:52,927 : INFO : EPOCH 14 - PROGRESS: at 3.46% examples, 706183 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:53,944 : INFO : EPOCH 14 - PROGRESS: at 3.82% examples, 708421 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:54,945 : INFO : EPOCH 14 - PROGRESS: at 4.18% examples, 710865 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:28:55,952 : INFO : EPOCH 14 - PROGRESS: at 4.52% examples, 712924 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:56,960 : INFO : EPOCH 14 - PROGRESS: at 4.89% examples, 715485 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:57,961 : INFO : EPOCH 14 - PROGRESS: at 5.25% examples, 716890 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:58,966 : INFO : EPOCH 14 - PROGRESS: at 5.60% examples, 718534 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:28:59,968 : INFO : EPOCH 14 - PROGRESS: at 5.98% examples, 719692 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:00,983 : INFO : EPOCH 14 - PROGRESS: at 6.31% examples, 720449 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:01,988 : INFO : EPOCH 14 - PROGRESS: at 6.69% examples, 721225 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:02,992 : INFO : EPOCH 14 - PROGRESS: at 7.06% examples, 722328 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:04,003 : INFO : EPOCH 14 - PROGRESS: at 7.41% examples, 723218 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:05,007 : INFO : EPOCH 14 - PROGRESS: at 7.75% examples, 723799 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:06,008 : INFO : EPOCH 14 - PROGRESS: at 8.09% examples, 722016 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:07,017 : INFO : EPOCH 14 - PROGRESS: at 8.47% examples, 722374 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:08,026 : INFO : EPOCH 14 - PROGRESS: at 8.84% examples, 722763 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:09,028 : INFO : EPOCH 14 - PROGRESS: at 9.22% examples, 723345 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:10,041 : INFO : EPOCH 14 - PROGRESS: at 9.58% examples, 723678 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:11,049 : INFO : EPOCH 14 - PROGRESS: at 9.96% examples, 723669 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:12,066 : INFO : EPOCH 14 - PROGRESS: at 10.34% examples, 724011 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:13,071 : INFO : EPOCH 14 - PROGRESS: at 10.71% examples, 724381 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:14,072 : INFO : EPOCH 14 - PROGRESS: at 11.07% examples, 724677 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:15,077 : INFO : EPOCH 14 - PROGRESS: at 11.44% examples, 724907 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:16,083 : INFO : EPOCH 14 - PROGRESS: at 11.79% examples, 725574 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:17,088 : INFO : EPOCH 14 - PROGRESS: at 12.13% examples, 726332 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:18,091 : INFO : EPOCH 14 - PROGRESS: at 12.47% examples, 726528 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:19,109 : INFO : EPOCH 14 - PROGRESS: at 12.84% examples, 726747 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:20,109 : INFO : EPOCH 14 - PROGRESS: at 13.24% examples, 727135 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:29:21,122 : INFO : EPOCH 14 - PROGRESS: at 13.61% examples, 727152 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:22,145 : INFO : EPOCH 14 - PROGRESS: at 13.94% examples, 727396 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:23,149 : INFO : EPOCH 14 - PROGRESS: at 14.27% examples, 727881 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:24,153 : INFO : EPOCH 14 - PROGRESS: at 14.61% examples, 727868 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:25,160 : INFO : EPOCH 14 - PROGRESS: at 14.99% examples, 728110 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:29:26,165 : INFO : EPOCH 14 - PROGRESS: at 15.34% examples, 728307 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:27,165 : INFO : EPOCH 14 - PROGRESS: at 15.70% examples, 728343 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:28,178 : INFO : EPOCH 14 - PROGRESS: at 16.08% examples, 728590 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:29,182 : INFO : EPOCH 14 - PROGRESS: at 16.45% examples, 728679 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:30,189 : INFO : EPOCH 14 - PROGRESS: at 16.82% examples, 728869 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:31,194 : INFO : EPOCH 14 - PROGRESS: at 17.18% examples, 728841 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:32,208 : INFO : EPOCH 14 - PROGRESS: at 17.57% examples, 728837 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:33,214 : INFO : EPOCH 14 - PROGRESS: at 17.94% examples, 729085 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:34,219 : INFO : EPOCH 14 - PROGRESS: at 18.28% examples, 729019 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:35,225 : INFO : EPOCH 14 - PROGRESS: at 18.63% examples, 729025 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:36,226 : INFO : EPOCH 14 - PROGRESS: at 18.98% examples, 729207 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:37,229 : INFO : EPOCH 14 - PROGRESS: at 19.37% examples, 729232 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:38,240 : INFO : EPOCH 14 - PROGRESS: at 19.72% examples, 729293 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:39,244 : INFO : EPOCH 14 - PROGRESS: at 20.08% examples, 729429 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:29:40,267 : INFO : EPOCH 14 - PROGRESS: at 20.44% examples, 729554 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:29:41,280 : INFO : EPOCH 14 - PROGRESS: at 20.82% examples, 729770 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:42,284 : INFO : EPOCH 14 - PROGRESS: at 21.19% examples, 729774 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:43,285 : INFO : EPOCH 14 - PROGRESS: at 21.54% examples, 730105 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:44,297 : INFO : EPOCH 14 - PROGRESS: at 21.90% examples, 730095 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:29:45,315 : INFO : EPOCH 14 - PROGRESS: at 22.27% examples, 729998 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:46,320 : INFO : EPOCH 14 - PROGRESS: at 22.63% examples, 730276 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:47,327 : INFO : EPOCH 14 - PROGRESS: at 23.00% examples, 730460 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:48,333 : INFO : EPOCH 14 - PROGRESS: at 23.34% examples, 730488 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:49,334 : INFO : EPOCH 14 - PROGRESS: at 23.68% examples, 730495 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:50,339 : INFO : EPOCH 14 - PROGRESS: at 24.06% examples, 730575 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:51,343 : INFO : EPOCH 14 - PROGRESS: at 24.43% examples, 730610 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:52,347 : INFO : EPOCH 14 - PROGRESS: at 24.78% examples, 730714 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:53,364 : INFO : EPOCH 14 - PROGRESS: at 25.14% examples, 730807 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:54,375 : INFO : EPOCH 14 - PROGRESS: at 25.52% examples, 730998 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:55,385 : INFO : EPOCH 14 - PROGRESS: at 25.89% examples, 730834 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:56,385 : INFO : EPOCH 14 - PROGRESS: at 26.27% examples, 731045 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:57,390 : INFO : EPOCH 14 - PROGRESS: at 26.64% examples, 731118 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:58,415 : INFO : EPOCH 14 - PROGRESS: at 26.99% examples, 731015 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:29:59,417 : INFO : EPOCH 14 - PROGRESS: at 27.33% examples, 731167 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:00,417 : INFO : EPOCH 14 - PROGRESS: at 27.67% examples, 731171 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:01,418 : INFO : EPOCH 14 - PROGRESS: at 28.02% examples, 731261 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:02,418 : INFO : EPOCH 14 - PROGRESS: at 28.33% examples, 731457 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:03,436 : INFO : EPOCH 14 - PROGRESS: at 28.72% examples, 731434 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:04,449 : INFO : EPOCH 14 - PROGRESS: at 29.10% examples, 731479 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:05,454 : INFO : EPOCH 14 - PROGRESS: at 29.49% examples, 731469 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:06,458 : INFO : EPOCH 14 - PROGRESS: at 29.84% examples, 731462 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:07,477 : INFO : EPOCH 14 - PROGRESS: at 30.20% examples, 731493 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:08,482 : INFO : EPOCH 14 - PROGRESS: at 30.56% examples, 731632 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:09,483 : INFO : EPOCH 14 - PROGRESS: at 30.94% examples, 731743 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:10,490 : INFO : EPOCH 14 - PROGRESS: at 31.30% examples, 731648 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:11,502 : INFO : EPOCH 14 - PROGRESS: at 31.67% examples, 731616 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:30:12,506 : INFO : EPOCH 14 - PROGRESS: at 32.07% examples, 731884 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:13,520 : INFO : EPOCH 14 - PROGRESS: at 32.43% examples, 731836 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:30:14,530 : INFO : EPOCH 14 - PROGRESS: at 32.78% examples, 731941 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:15,533 : INFO : EPOCH 14 - PROGRESS: at 33.15% examples, 732045 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:16,545 : INFO : EPOCH 14 - PROGRESS: at 33.51% examples, 732126 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:17,555 : INFO : EPOCH 14 - PROGRESS: at 33.91% examples, 732211 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:18,557 : INFO : EPOCH 14 - PROGRESS: at 34.25% examples, 731969 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:30:19,567 : INFO : EPOCH 14 - PROGRESS: at 34.60% examples, 731661 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:20,570 : INFO : EPOCH 14 - PROGRESS: at 34.93% examples, 731421 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:21,577 : INFO : EPOCH 14 - PROGRESS: at 35.22% examples, 730172 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:22,587 : INFO : EPOCH 14 - PROGRESS: at 35.59% examples, 730082 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:23,594 : INFO : EPOCH 14 - PROGRESS: at 35.93% examples, 730054 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:24,595 : INFO : EPOCH 14 - PROGRESS: at 36.29% examples, 729997 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:25,597 : INFO : EPOCH 14 - PROGRESS: at 36.66% examples, 730078 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:26,611 : INFO : EPOCH 14 - PROGRESS: at 37.01% examples, 730126 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:27,629 : INFO : EPOCH 14 - PROGRESS: at 37.36% examples, 730265 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:28,635 : INFO : EPOCH 14 - PROGRESS: at 37.71% examples, 730420 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:29,646 : INFO : EPOCH 14 - PROGRESS: at 38.07% examples, 730395 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:30,647 : INFO : EPOCH 14 - PROGRESS: at 38.42% examples, 730442 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:31,648 : INFO : EPOCH 14 - PROGRESS: at 38.78% examples, 730607 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:30:32,652 : INFO : EPOCH 14 - PROGRESS: at 39.14% examples, 730593 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:33,659 : INFO : EPOCH 14 - PROGRESS: at 39.47% examples, 730742 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:34,664 : INFO : EPOCH 14 - PROGRESS: at 39.81% examples, 730890 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:30:35,666 : INFO : EPOCH 14 - PROGRESS: at 40.16% examples, 730942 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:36,683 : INFO : EPOCH 14 - PROGRESS: at 40.53% examples, 731008 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:37,688 : INFO : EPOCH 14 - PROGRESS: at 40.88% examples, 731078 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:30:38,693 : INFO : EPOCH 14 - PROGRESS: at 41.25% examples, 731213 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:39,707 : INFO : EPOCH 14 - PROGRESS: at 41.64% examples, 731169 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:30:40,716 : INFO : EPOCH 14 - PROGRESS: at 42.02% examples, 731249 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:41,717 : INFO : EPOCH 14 - PROGRESS: at 42.38% examples, 731319 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:42,734 : INFO : EPOCH 14 - PROGRESS: at 42.74% examples, 731375 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:43,738 : INFO : EPOCH 14 - PROGRESS: at 43.08% examples, 731493 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:44,751 : INFO : EPOCH 14 - PROGRESS: at 43.46% examples, 731551 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:45,770 : INFO : EPOCH 14 - PROGRESS: at 43.85% examples, 731577 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:46,773 : INFO : EPOCH 14 - PROGRESS: at 44.21% examples, 731573 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:47,780 : INFO : EPOCH 14 - PROGRESS: at 44.59% examples, 731565 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:48,781 : INFO : EPOCH 14 - PROGRESS: at 44.94% examples, 731632 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:49,784 : INFO : EPOCH 14 - PROGRESS: at 45.28% examples, 731592 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:50,789 : INFO : EPOCH 14 - PROGRESS: at 45.62% examples, 731695 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:51,805 : INFO : EPOCH 14 - PROGRESS: at 45.96% examples, 731724 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:52,806 : INFO : EPOCH 14 - PROGRESS: at 46.30% examples, 731877 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:53,814 : INFO : EPOCH 14 - PROGRESS: at 46.69% examples, 731858 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:54,815 : INFO : EPOCH 14 - PROGRESS: at 47.03% examples, 731975 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:55,820 : INFO : EPOCH 14 - PROGRESS: at 47.41% examples, 732122 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:56,833 : INFO : EPOCH 14 - PROGRESS: at 47.78% examples, 732057 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:57,842 : INFO : EPOCH 14 - PROGRESS: at 48.13% examples, 732111 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:30:58,858 : INFO : EPOCH 14 - PROGRESS: at 48.50% examples, 732114 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:30:59,859 : INFO : EPOCH 14 - PROGRESS: at 48.85% examples, 732211 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:00,872 : INFO : EPOCH 14 - PROGRESS: at 49.21% examples, 732219 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:01,879 : INFO : EPOCH 14 - PROGRESS: at 49.56% examples, 732285 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:02,879 : INFO : EPOCH 14 - PROGRESS: at 49.90% examples, 732341 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:03,886 : INFO : EPOCH 14 - PROGRESS: at 50.24% examples, 732363 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:04,887 : INFO : EPOCH 14 - PROGRESS: at 50.60% examples, 732333 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:05,897 : INFO : EPOCH 14 - PROGRESS: at 50.95% examples, 732389 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:06,901 : INFO : EPOCH 14 - PROGRESS: at 51.30% examples, 732425 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:07,913 : INFO : EPOCH 14 - PROGRESS: at 51.66% examples, 732510 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:08,918 : INFO : EPOCH 14 - PROGRESS: at 52.00% examples, 732567 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:09,924 : INFO : EPOCH 14 - PROGRESS: at 52.36% examples, 732607 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:10,943 : INFO : EPOCH 14 - PROGRESS: at 52.74% examples, 732589 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:11,947 : INFO : EPOCH 14 - PROGRESS: at 53.07% examples, 732622 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:12,975 : INFO : EPOCH 14 - PROGRESS: at 53.42% examples, 732666 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:13,981 : INFO : EPOCH 14 - PROGRESS: at 53.76% examples, 732770 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:14,982 : INFO : EPOCH 14 - PROGRESS: at 54.13% examples, 732775 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:15,987 : INFO : EPOCH 14 - PROGRESS: at 54.48% examples, 732841 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:16,992 : INFO : EPOCH 14 - PROGRESS: at 54.85% examples, 732862 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:17,993 : INFO : EPOCH 14 - PROGRESS: at 55.20% examples, 732906 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:19,000 : INFO : EPOCH 14 - PROGRESS: at 55.56% examples, 732908 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:20,003 : INFO : EPOCH 14 - PROGRESS: at 55.90% examples, 732952 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:21,010 : INFO : EPOCH 14 - PROGRESS: at 56.28% examples, 732985 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:22,012 : INFO : EPOCH 14 - PROGRESS: at 56.64% examples, 733021 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:23,013 : INFO : EPOCH 14 - PROGRESS: at 56.97% examples, 733103 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:24,018 : INFO : EPOCH 14 - PROGRESS: at 57.32% examples, 733108 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:25,023 : INFO : EPOCH 14 - PROGRESS: at 57.69% examples, 733129 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:26,026 : INFO : EPOCH 14 - PROGRESS: at 58.05% examples, 733151 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:27,033 : INFO : EPOCH 14 - PROGRESS: at 58.43% examples, 733177 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:28,038 : INFO : EPOCH 14 - PROGRESS: at 58.78% examples, 733229 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:31:29,045 : INFO : EPOCH 14 - PROGRESS: at 59.13% examples, 733254 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:30,046 : INFO : EPOCH 14 - PROGRESS: at 59.49% examples, 733212 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:31,056 : INFO : EPOCH 14 - PROGRESS: at 59.87% examples, 733261 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:32,064 : INFO : EPOCH 14 - PROGRESS: at 60.24% examples, 733204 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:33,071 : INFO : EPOCH 14 - PROGRESS: at 60.59% examples, 733302 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:31:34,093 : INFO : EPOCH 14 - PROGRESS: at 60.96% examples, 733267 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:35,096 : INFO : EPOCH 14 - PROGRESS: at 61.31% examples, 733362 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:36,101 : INFO : EPOCH 14 - PROGRESS: at 61.67% examples, 733422 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:37,101 : INFO : EPOCH 14 - PROGRESS: at 62.02% examples, 733429 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:38,110 : INFO : EPOCH 14 - PROGRESS: at 62.39% examples, 733386 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:31:39,112 : INFO : EPOCH 14 - PROGRESS: at 62.74% examples, 733434 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:31:40,135 : INFO : EPOCH 14 - PROGRESS: at 63.11% examples, 733464 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:41,138 : INFO : EPOCH 14 - PROGRESS: at 63.48% examples, 733490 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:42,141 : INFO : EPOCH 14 - PROGRESS: at 63.82% examples, 733469 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:43,161 : INFO : EPOCH 14 - PROGRESS: at 64.20% examples, 733519 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:44,162 : INFO : EPOCH 14 - PROGRESS: at 64.52% examples, 733426 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:45,165 : INFO : EPOCH 14 - PROGRESS: at 64.89% examples, 733411 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:46,165 : INFO : EPOCH 14 - PROGRESS: at 65.24% examples, 733447 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:47,170 : INFO : EPOCH 14 - PROGRESS: at 65.60% examples, 733510 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:48,175 : INFO : EPOCH 14 - PROGRESS: at 65.97% examples, 733582 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:49,181 : INFO : EPOCH 14 - PROGRESS: at 66.34% examples, 733569 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:50,183 : INFO : EPOCH 14 - PROGRESS: at 66.69% examples, 733701 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:51,198 : INFO : EPOCH 14 - PROGRESS: at 67.05% examples, 733641 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:52,199 : INFO : EPOCH 14 - PROGRESS: at 67.39% examples, 733741 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:53,209 : INFO : EPOCH 14 - PROGRESS: at 67.76% examples, 733709 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:54,212 : INFO : EPOCH 14 - PROGRESS: at 68.14% examples, 733756 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:55,221 : INFO : EPOCH 14 - PROGRESS: at 68.51% examples, 733726 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:56,233 : INFO : EPOCH 14 - PROGRESS: at 68.88% examples, 733727 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:57,244 : INFO : EPOCH 14 - PROGRESS: at 69.26% examples, 733735 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:31:58,253 : INFO : EPOCH 14 - PROGRESS: at 69.65% examples, 733701 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:31:59,255 : INFO : EPOCH 14 - PROGRESS: at 70.03% examples, 733732 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:00,255 : INFO : EPOCH 14 - PROGRESS: at 70.41% examples, 733714 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:01,259 : INFO : EPOCH 14 - PROGRESS: at 70.74% examples, 733784 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:02,262 : INFO : EPOCH 14 - PROGRESS: at 71.09% examples, 733797 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:03,264 : INFO : EPOCH 14 - PROGRESS: at 71.46% examples, 733809 words/s, in_qsize 7, out_qsize 0
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2020-07-23 23:32:05,299 : INFO : EPOCH 14 - PROGRESS: at 72.15% examples, 733873 words/s, in_qsize 7, out_qsize 0
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2020-07-23 23:32:16,395 : INFO : EPOCH 14 - PROGRESS: at 76.09% examples, 734093 words/s, in_qsize 7, out_qsize 0
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2020-07-23 23:32:19,406 : INFO : EPOCH 14 - PROGRESS: at 77.13% examples, 734099 words/s, in_qsize 7, out_qsize 0
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2020-07-23 23:32:22,417 : INFO : EPOCH 14 - PROGRESS: at 78.21% examples, 734086 words/s, in_qsize 7, out_qsize 0
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2020-07-23 23:32:28,477 : INFO : EPOCH 14 - PROGRESS: at 80.35% examples, 734139 words/s, in_qsize 7, out_qsize 0
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2020-07-23 23:32:31,504 : INFO : EPOCH 14 - PROGRESS: at 81.43% examples, 734137 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:32,509 : INFO : EPOCH 14 - PROGRESS: at 81.80% examples, 734137 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:33,520 : INFO : EPOCH 14 - PROGRESS: at 82.17% examples, 734136 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:32:34,526 : INFO : EPOCH 14 - PROGRESS: at 82.50% examples, 734147 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:35,543 : INFO : EPOCH 14 - PROGRESS: at 82.87% examples, 734162 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:36,546 : INFO : EPOCH 14 - PROGRESS: at 83.24% examples, 734189 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:37,554 : INFO : EPOCH 14 - PROGRESS: at 83.61% examples, 734189 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:38,554 : INFO : EPOCH 14 - PROGRESS: at 83.99% examples, 734225 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:39,568 : INFO : EPOCH 14 - PROGRESS: at 84.31% examples, 734259 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:32:40,579 : INFO : EPOCH 14 - PROGRESS: at 84.68% examples, 734261 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:41,587 : INFO : EPOCH 14 - PROGRESS: at 85.04% examples, 734318 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:42,591 : INFO : EPOCH 14 - PROGRESS: at 85.39% examples, 734337 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:43,599 : INFO : EPOCH 14 - PROGRESS: at 85.74% examples, 734348 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:44,610 : INFO : EPOCH 14 - PROGRESS: at 86.06% examples, 734298 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:45,650 : INFO : EPOCH 14 - PROGRESS: at 86.32% examples, 733638 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:46,655 : INFO : EPOCH 14 - PROGRESS: at 86.62% examples, 733056 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:47,659 : INFO : EPOCH 14 - PROGRESS: at 86.91% examples, 732418 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:48,666 : INFO : EPOCH 14 - PROGRESS: at 87.24% examples, 732172 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:49,671 : INFO : EPOCH 14 - PROGRESS: at 87.62% examples, 732158 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:32:50,674 : INFO : EPOCH 14 - PROGRESS: at 88.00% examples, 732121 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:51,686 : INFO : EPOCH 14 - PROGRESS: at 88.32% examples, 732104 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:52,696 : INFO : EPOCH 14 - PROGRESS: at 88.70% examples, 732048 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:32:53,713 : INFO : EPOCH 14 - PROGRESS: at 89.05% examples, 732046 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:54,715 : INFO : EPOCH 14 - PROGRESS: at 89.41% examples, 732065 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:55,728 : INFO : EPOCH 14 - PROGRESS: at 89.77% examples, 732022 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:56,731 : INFO : EPOCH 14 - PROGRESS: at 90.14% examples, 732012 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:32:57,732 : INFO : EPOCH 14 - PROGRESS: at 90.49% examples, 732014 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:58,753 : INFO : EPOCH 14 - PROGRESS: at 90.84% examples, 731893 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:32:59,759 : INFO : EPOCH 14 - PROGRESS: at 91.20% examples, 731833 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:00,760 : INFO : EPOCH 14 - PROGRESS: at 91.55% examples, 731712 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:01,773 : INFO : EPOCH 14 - PROGRESS: at 91.90% examples, 731543 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:02,784 : INFO : EPOCH 14 - PROGRESS: at 92.20% examples, 731231 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:03,791 : INFO : EPOCH 14 - PROGRESS: at 92.52% examples, 730884 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:04,796 : INFO : EPOCH 14 - PROGRESS: at 92.85% examples, 730686 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:05,798 : INFO : EPOCH 14 - PROGRESS: at 93.18% examples, 730621 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:06,799 : INFO : EPOCH 14 - PROGRESS: at 93.53% examples, 730607 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:07,804 : INFO : EPOCH 14 - PROGRESS: at 93.89% examples, 730321 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:08,805 : INFO : EPOCH 14 - PROGRESS: at 94.22% examples, 730337 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:09,806 : INFO : EPOCH 14 - PROGRESS: at 94.61% examples, 730288 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:10,817 : INFO : EPOCH 14 - PROGRESS: at 94.97% examples, 730352 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:11,820 : INFO : EPOCH 14 - PROGRESS: at 95.33% examples, 730361 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:12,825 : INFO : EPOCH 14 - PROGRESS: at 95.69% examples, 730377 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:13,830 : INFO : EPOCH 14 - PROGRESS: at 96.05% examples, 730383 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:14,837 : INFO : EPOCH 14 - PROGRESS: at 96.40% examples, 730437 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:15,837 : INFO : EPOCH 14 - PROGRESS: at 96.79% examples, 730462 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:16,851 : INFO : EPOCH 14 - PROGRESS: at 97.12% examples, 730473 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:17,860 : INFO : EPOCH 14 - PROGRESS: at 97.49% examples, 730528 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:18,870 : INFO : EPOCH 14 - PROGRESS: at 97.83% examples, 730554 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:19,884 : INFO : EPOCH 14 - PROGRESS: at 98.20% examples, 730573 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:33:20,890 : INFO : EPOCH 14 - PROGRESS: at 98.54% examples, 730640 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:21,911 : INFO : EPOCH 14 - PROGRESS: at 98.93% examples, 730651 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:22,935 : INFO : EPOCH 14 - PROGRESS: at 99.29% examples, 730724 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:33:23,936 : INFO : EPOCH 14 - PROGRESS: at 99.60% examples, 730754 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:33:24,939 : INFO : EPOCH 14 - PROGRESS: at 99.97% examples, 730803 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:25,015 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 23:33:25,017 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 23:33:25,034 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 23:33:25,039 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 23:33:25,040 : INFO : EPOCH - 14 : training on 265595784 raw words (206228552 effective words) took 282.2s, 730795 effective words/s
2020-07-23 23:33:26,053 : INFO : EPOCH 15 - PROGRESS: at 0.37% examples, 722111 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:27,063 : INFO : EPOCH 15 - PROGRESS: at 0.74% examples, 730272 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:28,064 : INFO : EPOCH 15 - PROGRESS: at 1.10% examples, 735367 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:29,067 : INFO : EPOCH 15 - PROGRESS: at 1.45% examples, 737740 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:30,068 : INFO : EPOCH 15 - PROGRESS: at 1.81% examples, 736992 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:33:31,079 : INFO : EPOCH 15 - PROGRESS: at 2.12% examples, 724450 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:32,079 : INFO : EPOCH 15 - PROGRESS: at 2.43% examples, 714322 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:33,081 : INFO : EPOCH 15 - PROGRESS: at 2.80% examples, 715539 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:34,084 : INFO : EPOCH 15 - PROGRESS: at 3.15% examples, 717997 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:35,101 : INFO : EPOCH 15 - PROGRESS: at 3.51% examples, 719312 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:36,102 : INFO : EPOCH 15 - PROGRESS: at 3.87% examples, 719167 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:37,109 : INFO : EPOCH 15 - PROGRESS: at 4.21% examples, 720195 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:38,114 : INFO : EPOCH 15 - PROGRESS: at 4.56% examples, 722022 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:39,118 : INFO : EPOCH 15 - PROGRESS: at 4.92% examples, 722964 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:40,176 : INFO : EPOCH 15 - PROGRESS: at 5.29% examples, 720323 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:41,177 : INFO : EPOCH 15 - PROGRESS: at 5.56% examples, 712196 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:42,178 : INFO : EPOCH 15 - PROGRESS: at 5.84% examples, 704475 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:43,192 : INFO : EPOCH 15 - PROGRESS: at 6.11% examples, 697290 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:44,198 : INFO : EPOCH 15 - PROGRESS: at 6.46% examples, 698256 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:45,212 : INFO : EPOCH 15 - PROGRESS: at 6.84% examples, 700150 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:46,215 : INFO : EPOCH 15 - PROGRESS: at 7.20% examples, 702071 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:47,221 : INFO : EPOCH 15 - PROGRESS: at 7.54% examples, 703488 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:48,226 : INFO : EPOCH 15 - PROGRESS: at 7.89% examples, 704940 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:49,231 : INFO : EPOCH 15 - PROGRESS: at 8.27% examples, 705878 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:50,232 : INFO : EPOCH 15 - PROGRESS: at 8.66% examples, 707350 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:51,235 : INFO : EPOCH 15 - PROGRESS: at 9.02% examples, 708559 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:52,242 : INFO : EPOCH 15 - PROGRESS: at 9.40% examples, 709184 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:53,250 : INFO : EPOCH 15 - PROGRESS: at 9.75% examples, 710383 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:54,262 : INFO : EPOCH 15 - PROGRESS: at 10.13% examples, 710910 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:55,269 : INFO : EPOCH 15 - PROGRESS: at 10.51% examples, 711475 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:56,274 : INFO : EPOCH 15 - PROGRESS: at 10.89% examples, 712313 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:57,275 : INFO : EPOCH 15 - PROGRESS: at 11.25% examples, 713326 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:58,285 : INFO : EPOCH 15 - PROGRESS: at 11.61% examples, 713720 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:33:59,294 : INFO : EPOCH 15 - PROGRESS: at 11.97% examples, 714656 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:00,303 : INFO : EPOCH 15 - PROGRESS: at 12.29% examples, 715610 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:01,310 : INFO : EPOCH 15 - PROGRESS: at 12.66% examples, 716064 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:02,319 : INFO : EPOCH 15 - PROGRESS: at 13.03% examples, 716823 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:03,324 : INFO : EPOCH 15 - PROGRESS: at 13.41% examples, 717402 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:04,332 : INFO : EPOCH 15 - PROGRESS: at 13.76% examples, 717745 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:05,333 : INFO : EPOCH 15 - PROGRESS: at 14.10% examples, 718487 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:06,336 : INFO : EPOCH 15 - PROGRESS: at 14.44% examples, 718894 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:07,344 : INFO : EPOCH 15 - PROGRESS: at 14.79% examples, 719273 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:08,355 : INFO : EPOCH 15 - PROGRESS: at 15.16% examples, 719789 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:09,360 : INFO : EPOCH 15 - PROGRESS: at 15.48% examples, 718610 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:34:10,367 : INFO : EPOCH 15 - PROGRESS: at 15.83% examples, 719104 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:11,371 : INFO : EPOCH 15 - PROGRESS: at 16.22% examples, 719332 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:12,374 : INFO : EPOCH 15 - PROGRESS: at 16.58% examples, 719290 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:13,386 : INFO : EPOCH 15 - PROGRESS: at 16.94% examples, 719550 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:34:14,388 : INFO : EPOCH 15 - PROGRESS: at 17.31% examples, 719029 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:15,389 : INFO : EPOCH 15 - PROGRESS: at 17.69% examples, 719533 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:16,398 : INFO : EPOCH 15 - PROGRESS: at 18.05% examples, 719686 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:17,401 : INFO : EPOCH 15 - PROGRESS: at 18.38% examples, 719741 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:18,413 : INFO : EPOCH 15 - PROGRESS: at 18.74% examples, 720129 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:19,431 : INFO : EPOCH 15 - PROGRESS: at 19.12% examples, 720365 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:20,442 : INFO : EPOCH 15 - PROGRESS: at 19.50% examples, 720655 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:21,443 : INFO : EPOCH 15 - PROGRESS: at 19.85% examples, 721024 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:22,453 : INFO : EPOCH 15 - PROGRESS: at 20.21% examples, 721139 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:23,455 : INFO : EPOCH 15 - PROGRESS: at 20.57% examples, 721421 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:24,458 : INFO : EPOCH 15 - PROGRESS: at 20.93% examples, 721696 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:25,463 : INFO : EPOCH 15 - PROGRESS: at 21.31% examples, 721871 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:26,471 : INFO : EPOCH 15 - PROGRESS: at 21.64% examples, 722343 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:27,478 : INFO : EPOCH 15 - PROGRESS: at 22.02% examples, 722664 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:28,483 : INFO : EPOCH 15 - PROGRESS: at 22.39% examples, 722736 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:29,489 : INFO : EPOCH 15 - PROGRESS: at 22.73% examples, 722876 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:30,499 : INFO : EPOCH 15 - PROGRESS: at 23.11% examples, 723083 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:31,500 : INFO : EPOCH 15 - PROGRESS: at 23.45% examples, 723485 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:34:32,504 : INFO : EPOCH 15 - PROGRESS: at 23.80% examples, 723598 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:33,515 : INFO : EPOCH 15 - PROGRESS: at 24.16% examples, 722978 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:34:34,532 : INFO : EPOCH 15 - PROGRESS: at 24.45% examples, 720977 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:35,541 : INFO : EPOCH 15 - PROGRESS: at 24.73% examples, 718868 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:36,555 : INFO : EPOCH 15 - PROGRESS: at 25.02% examples, 716959 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:37,562 : INFO : EPOCH 15 - PROGRESS: at 25.36% examples, 716693 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:38,579 : INFO : EPOCH 15 - PROGRESS: at 25.74% examples, 716796 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:39,583 : INFO : EPOCH 15 - PROGRESS: at 26.11% examples, 716973 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:40,590 : INFO : EPOCH 15 - PROGRESS: at 26.48% examples, 717149 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:41,598 : INFO : EPOCH 15 - PROGRESS: at 26.82% examples, 717168 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:42,608 : INFO : EPOCH 15 - PROGRESS: at 27.16% examples, 717395 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:43,626 : INFO : EPOCH 15 - PROGRESS: at 27.51% examples, 717475 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:44,628 : INFO : EPOCH 15 - PROGRESS: at 27.86% examples, 717684 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:45,643 : INFO : EPOCH 15 - PROGRESS: at 28.19% examples, 717797 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:46,658 : INFO : EPOCH 15 - PROGRESS: at 28.54% examples, 717960 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:47,665 : INFO : EPOCH 15 - PROGRESS: at 28.90% examples, 718163 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:48,669 : INFO : EPOCH 15 - PROGRESS: at 29.28% examples, 718358 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:49,682 : INFO : EPOCH 15 - PROGRESS: at 29.66% examples, 718360 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:50,696 : INFO : EPOCH 15 - PROGRESS: at 30.00% examples, 718451 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:51,699 : INFO : EPOCH 15 - PROGRESS: at 30.38% examples, 718503 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:52,700 : INFO : EPOCH 15 - PROGRESS: at 30.72% examples, 718669 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:53,701 : INFO : EPOCH 15 - PROGRESS: at 31.07% examples, 718231 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:54,704 : INFO : EPOCH 15 - PROGRESS: at 31.44% examples, 718026 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:55,707 : INFO : EPOCH 15 - PROGRESS: at 31.80% examples, 718283 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:56,726 : INFO : EPOCH 15 - PROGRESS: at 32.15% examples, 717664 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:57,735 : INFO : EPOCH 15 - PROGRESS: at 32.50% examples, 717627 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:58,745 : INFO : EPOCH 15 - PROGRESS: at 32.85% examples, 717578 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:34:59,756 : INFO : EPOCH 15 - PROGRESS: at 33.22% examples, 717878 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:00,758 : INFO : EPOCH 15 - PROGRESS: at 33.56% examples, 718084 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:01,775 : INFO : EPOCH 15 - PROGRESS: at 33.97% examples, 718209 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:02,782 : INFO : EPOCH 15 - PROGRESS: at 34.31% examples, 718449 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:03,789 : INFO : EPOCH 15 - PROGRESS: at 34.68% examples, 718508 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:35:04,789 : INFO : EPOCH 15 - PROGRESS: at 35.04% examples, 718891 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:05,798 : INFO : EPOCH 15 - PROGRESS: at 35.40% examples, 719089 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:06,801 : INFO : EPOCH 15 - PROGRESS: at 35.76% examples, 719328 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:07,805 : INFO : EPOCH 15 - PROGRESS: at 36.13% examples, 719530 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:08,820 : INFO : EPOCH 15 - PROGRESS: at 36.48% examples, 719801 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:09,820 : INFO : EPOCH 15 - PROGRESS: at 36.85% examples, 719926 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:10,825 : INFO : EPOCH 15 - PROGRESS: at 37.19% examples, 720099 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:11,833 : INFO : EPOCH 15 - PROGRESS: at 37.52% examples, 719339 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:12,833 : INFO : EPOCH 15 - PROGRESS: at 37.83% examples, 719072 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:13,835 : INFO : EPOCH 15 - PROGRESS: at 38.16% examples, 719230 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:14,843 : INFO : EPOCH 15 - PROGRESS: at 38.45% examples, 717748 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:15,846 : INFO : EPOCH 15 - PROGRESS: at 38.72% examples, 716376 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:16,848 : INFO : EPOCH 15 - PROGRESS: at 39.01% examples, 715212 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:17,850 : INFO : EPOCH 15 - PROGRESS: at 39.30% examples, 714664 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:18,853 : INFO : EPOCH 15 - PROGRESS: at 39.64% examples, 714911 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:19,856 : INFO : EPOCH 15 - PROGRESS: at 40.00% examples, 715205 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:35:20,858 : INFO : EPOCH 15 - PROGRESS: at 40.35% examples, 715412 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:21,865 : INFO : EPOCH 15 - PROGRESS: at 40.71% examples, 715523 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:22,874 : INFO : EPOCH 15 - PROGRESS: at 41.06% examples, 715796 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:23,881 : INFO : EPOCH 15 - PROGRESS: at 41.45% examples, 716067 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:24,896 : INFO : EPOCH 15 - PROGRESS: at 41.84% examples, 716113 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:25,901 : INFO : EPOCH 15 - PROGRESS: at 42.21% examples, 716317 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:26,913 : INFO : EPOCH 15 - PROGRESS: at 42.56% examples, 716492 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:27,918 : INFO : EPOCH 15 - PROGRESS: at 42.91% examples, 716652 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:28,920 : INFO : EPOCH 15 - PROGRESS: at 43.27% examples, 716885 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:35:29,930 : INFO : EPOCH 15 - PROGRESS: at 43.65% examples, 716981 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:30,939 : INFO : EPOCH 15 - PROGRESS: at 44.03% examples, 717128 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:31,949 : INFO : EPOCH 15 - PROGRESS: at 44.39% examples, 717221 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:32,953 : INFO : EPOCH 15 - PROGRESS: at 44.76% examples, 717358 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:33,965 : INFO : EPOCH 15 - PROGRESS: at 45.12% examples, 717548 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:34,966 : INFO : EPOCH 15 - PROGRESS: at 45.45% examples, 717799 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:35,978 : INFO : EPOCH 15 - PROGRESS: at 45.79% examples, 717971 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:36,978 : INFO : EPOCH 15 - PROGRESS: at 46.13% examples, 718170 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:37,983 : INFO : EPOCH 15 - PROGRESS: at 46.49% examples, 718321 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:38,992 : INFO : EPOCH 15 - PROGRESS: at 46.83% examples, 718162 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:39,996 : INFO : EPOCH 15 - PROGRESS: at 47.10% examples, 716988 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:41,014 : INFO : EPOCH 15 - PROGRESS: at 47.38% examples, 715791 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:42,020 : INFO : EPOCH 15 - PROGRESS: at 47.61% examples, 713717 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:43,030 : INFO : EPOCH 15 - PROGRESS: at 47.89% examples, 712782 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:44,031 : INFO : EPOCH 15 - PROGRESS: at 48.18% examples, 711890 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:45,035 : INFO : EPOCH 15 - PROGRESS: at 48.47% examples, 711001 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:46,036 : INFO : EPOCH 15 - PROGRESS: at 48.75% examples, 710123 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:47,036 : INFO : EPOCH 15 - PROGRESS: at 49.04% examples, 709310 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:48,041 : INFO : EPOCH 15 - PROGRESS: at 49.33% examples, 708416 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:49,048 : INFO : EPOCH 15 - PROGRESS: at 49.65% examples, 708429 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:50,059 : INFO : EPOCH 15 - PROGRESS: at 50.01% examples, 708636 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:35:51,059 : INFO : EPOCH 15 - PROGRESS: at 50.34% examples, 708893 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:52,063 : INFO : EPOCH 15 - PROGRESS: at 50.69% examples, 709046 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:53,078 : INFO : EPOCH 15 - PROGRESS: at 51.06% examples, 709259 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:54,083 : INFO : EPOCH 15 - PROGRESS: at 51.40% examples, 709437 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:35:55,086 : INFO : EPOCH 15 - PROGRESS: at 51.75% examples, 709703 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:56,086 : INFO : EPOCH 15 - PROGRESS: at 52.10% examples, 709814 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:35:57,089 : INFO : EPOCH 15 - PROGRESS: at 52.46% examples, 710019 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:58,099 : INFO : EPOCH 15 - PROGRESS: at 52.83% examples, 710142 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:35:59,101 : INFO : EPOCH 15 - PROGRESS: at 53.15% examples, 710285 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:00,111 : INFO : EPOCH 15 - PROGRESS: at 53.49% examples, 710421 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:01,113 : INFO : EPOCH 15 - PROGRESS: at 53.85% examples, 710649 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:02,114 : INFO : EPOCH 15 - PROGRESS: at 54.19% examples, 710727 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:03,126 : INFO : EPOCH 15 - PROGRESS: at 54.56% examples, 710911 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:36:04,138 : INFO : EPOCH 15 - PROGRESS: at 54.92% examples, 711082 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:05,146 : INFO : EPOCH 15 - PROGRESS: at 55.27% examples, 711261 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:36:06,147 : INFO : EPOCH 15 - PROGRESS: at 55.62% examples, 711383 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:07,161 : INFO : EPOCH 15 - PROGRESS: at 55.97% examples, 711514 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:08,167 : INFO : EPOCH 15 - PROGRESS: at 56.36% examples, 711683 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:09,170 : INFO : EPOCH 15 - PROGRESS: at 56.70% examples, 711873 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:10,191 : INFO : EPOCH 15 - PROGRESS: at 57.06% examples, 711961 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:11,196 : INFO : EPOCH 15 - PROGRESS: at 57.38% examples, 712207 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:12,202 : INFO : EPOCH 15 - PROGRESS: at 57.77% examples, 712317 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:13,207 : INFO : EPOCH 15 - PROGRESS: at 58.13% examples, 712464 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:14,208 : INFO : EPOCH 15 - PROGRESS: at 58.49% examples, 712569 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:36:15,221 : INFO : EPOCH 15 - PROGRESS: at 58.86% examples, 712713 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:16,226 : INFO : EPOCH 15 - PROGRESS: at 59.20% examples, 712859 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:17,236 : INFO : EPOCH 15 - PROGRESS: at 59.59% examples, 713023 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:18,245 : INFO : EPOCH 15 - PROGRESS: at 59.96% examples, 713188 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:19,253 : INFO : EPOCH 15 - PROGRESS: at 60.31% examples, 713247 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:20,256 : INFO : EPOCH 15 - PROGRESS: at 60.66% examples, 713413 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:36:21,256 : INFO : EPOCH 15 - PROGRESS: at 61.03% examples, 713550 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:22,264 : INFO : EPOCH 15 - PROGRESS: at 61.39% examples, 713637 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:23,264 : INFO : EPOCH 15 - PROGRESS: at 61.73% examples, 713883 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:24,274 : INFO : EPOCH 15 - PROGRESS: at 62.09% examples, 713974 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:25,274 : INFO : EPOCH 15 - PROGRESS: at 62.47% examples, 714105 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:26,287 : INFO : EPOCH 15 - PROGRESS: at 62.81% examples, 714206 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:27,293 : INFO : EPOCH 15 - PROGRESS: at 63.19% examples, 714316 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:28,297 : INFO : EPOCH 15 - PROGRESS: at 63.54% examples, 714441 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:29,302 : INFO : EPOCH 15 - PROGRESS: at 63.88% examples, 714579 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:30,304 : INFO : EPOCH 15 - PROGRESS: at 64.25% examples, 714639 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:31,314 : INFO : EPOCH 15 - PROGRESS: at 64.60% examples, 714811 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:36:32,317 : INFO : EPOCH 15 - PROGRESS: at 64.97% examples, 714986 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:33,328 : INFO : EPOCH 15 - PROGRESS: at 65.33% examples, 715079 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:34,331 : INFO : EPOCH 15 - PROGRESS: at 65.70% examples, 715223 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:35,333 : INFO : EPOCH 15 - PROGRESS: at 66.06% examples, 715371 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:36:36,336 : INFO : EPOCH 15 - PROGRESS: at 66.42% examples, 715475 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:37,340 : INFO : EPOCH 15 - PROGRESS: at 66.76% examples, 715661 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:38,347 : INFO : EPOCH 15 - PROGRESS: at 67.11% examples, 715772 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:39,347 : INFO : EPOCH 15 - PROGRESS: at 67.47% examples, 715883 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:40,352 : INFO : EPOCH 15 - PROGRESS: at 67.85% examples, 715993 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:36:41,353 : INFO : EPOCH 15 - PROGRESS: at 68.22% examples, 716100 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:42,360 : INFO : EPOCH 15 - PROGRESS: at 68.59% examples, 716224 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:43,365 : INFO : EPOCH 15 - PROGRESS: at 68.96% examples, 716291 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:44,369 : INFO : EPOCH 15 - PROGRESS: at 69.35% examples, 716367 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:45,373 : INFO : EPOCH 15 - PROGRESS: at 69.73% examples, 716428 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:46,387 : INFO : EPOCH 15 - PROGRESS: at 70.10% examples, 716512 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:47,395 : INFO : EPOCH 15 - PROGRESS: at 70.47% examples, 716585 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:48,401 : INFO : EPOCH 15 - PROGRESS: at 70.80% examples, 716712 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:49,412 : INFO : EPOCH 15 - PROGRESS: at 71.17% examples, 716839 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:50,418 : INFO : EPOCH 15 - PROGRESS: at 71.53% examples, 716904 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:36:51,426 : INFO : EPOCH 15 - PROGRESS: at 71.87% examples, 717041 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:52,428 : INFO : EPOCH 15 - PROGRESS: at 72.22% examples, 717153 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:53,435 : INFO : EPOCH 15 - PROGRESS: at 72.60% examples, 717215 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:54,452 : INFO : EPOCH 15 - PROGRESS: at 72.97% examples, 717331 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:55,464 : INFO : EPOCH 15 - PROGRESS: at 73.31% examples, 717431 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:56,466 : INFO : EPOCH 15 - PROGRESS: at 73.69% examples, 717538 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:57,475 : INFO : EPOCH 15 - PROGRESS: at 74.04% examples, 717621 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:36:58,478 : INFO : EPOCH 15 - PROGRESS: at 74.40% examples, 717713 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:36:59,483 : INFO : EPOCH 15 - PROGRESS: at 74.76% examples, 717827 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:00,486 : INFO : EPOCH 15 - PROGRESS: at 75.12% examples, 717955 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:01,489 : INFO : EPOCH 15 - PROGRESS: at 75.46% examples, 718068 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:02,511 : INFO : EPOCH 15 - PROGRESS: at 75.79% examples, 718116 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:03,525 : INFO : EPOCH 15 - PROGRESS: at 76.12% examples, 717926 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:04,525 : INFO : EPOCH 15 - PROGRESS: at 76.43% examples, 717624 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:05,526 : INFO : EPOCH 15 - PROGRESS: at 76.80% examples, 717700 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:06,529 : INFO : EPOCH 15 - PROGRESS: at 77.13% examples, 717787 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:37:07,542 : INFO : EPOCH 15 - PROGRESS: at 77.51% examples, 717861 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:08,555 : INFO : EPOCH 15 - PROGRESS: at 77.87% examples, 717926 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:09,559 : INFO : EPOCH 15 - PROGRESS: at 78.22% examples, 718038 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:10,564 : INFO : EPOCH 15 - PROGRESS: at 78.57% examples, 718121 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:11,585 : INFO : EPOCH 15 - PROGRESS: at 78.92% examples, 718184 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:12,611 : INFO : EPOCH 15 - PROGRESS: at 79.28% examples, 718289 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:13,617 : INFO : EPOCH 15 - PROGRESS: at 79.65% examples, 718382 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:37:14,624 : INFO : EPOCH 15 - PROGRESS: at 80.01% examples, 718485 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:15,629 : INFO : EPOCH 15 - PROGRESS: at 80.37% examples, 718641 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:16,639 : INFO : EPOCH 15 - PROGRESS: at 80.74% examples, 718694 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:37:17,643 : INFO : EPOCH 15 - PROGRESS: at 81.11% examples, 718770 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:18,653 : INFO : EPOCH 15 - PROGRESS: at 81.46% examples, 718872 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:19,662 : INFO : EPOCH 15 - PROGRESS: at 81.83% examples, 718893 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:20,667 : INFO : EPOCH 15 - PROGRESS: at 82.19% examples, 718958 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:21,667 : INFO : EPOCH 15 - PROGRESS: at 82.53% examples, 719051 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:22,668 : INFO : EPOCH 15 - PROGRESS: at 82.88% examples, 719124 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:23,673 : INFO : EPOCH 15 - PROGRESS: at 83.26% examples, 719213 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:24,676 : INFO : EPOCH 15 - PROGRESS: at 83.63% examples, 719287 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:25,688 : INFO : EPOCH 15 - PROGRESS: at 84.00% examples, 719335 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:26,691 : INFO : EPOCH 15 - PROGRESS: at 84.33% examples, 719462 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:27,697 : INFO : EPOCH 15 - PROGRESS: at 84.69% examples, 719557 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:28,698 : INFO : EPOCH 15 - PROGRESS: at 85.05% examples, 719634 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:29,705 : INFO : EPOCH 15 - PROGRESS: at 85.40% examples, 719685 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:30,706 : INFO : EPOCH 15 - PROGRESS: at 85.74% examples, 719774 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:37:31,706 : INFO : EPOCH 15 - PROGRESS: at 86.08% examples, 719898 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:32,712 : INFO : EPOCH 15 - PROGRESS: at 86.43% examples, 720018 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:37:33,715 : INFO : EPOCH 15 - PROGRESS: at 86.79% examples, 720094 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:34,727 : INFO : EPOCH 15 - PROGRESS: at 87.15% examples, 720177 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:35,735 : INFO : EPOCH 15 - PROGRESS: at 87.53% examples, 720235 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:36,738 : INFO : EPOCH 15 - PROGRESS: at 87.93% examples, 720289 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:37,744 : INFO : EPOCH 15 - PROGRESS: at 88.26% examples, 720343 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:38,752 : INFO : EPOCH 15 - PROGRESS: at 88.63% examples, 720423 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:39,768 : INFO : EPOCH 15 - PROGRESS: at 88.98% examples, 720443 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:40,780 : INFO : EPOCH 15 - PROGRESS: at 89.34% examples, 720519 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:41,805 : INFO : EPOCH 15 - PROGRESS: at 89.72% examples, 720546 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:37:42,807 : INFO : EPOCH 15 - PROGRESS: at 90.09% examples, 720642 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:43,815 : INFO : EPOCH 15 - PROGRESS: at 90.44% examples, 720658 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:44,816 : INFO : EPOCH 15 - PROGRESS: at 90.80% examples, 720762 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:45,821 : INFO : EPOCH 15 - PROGRESS: at 91.17% examples, 720804 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:37:46,827 : INFO : EPOCH 15 - PROGRESS: at 91.54% examples, 720850 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:37:47,830 : INFO : EPOCH 15 - PROGRESS: at 91.91% examples, 720922 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:48,832 : INFO : EPOCH 15 - PROGRESS: at 92.24% examples, 720995 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:49,838 : INFO : EPOCH 15 - PROGRESS: at 92.61% examples, 721030 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:50,852 : INFO : EPOCH 15 - PROGRESS: at 92.97% examples, 721104 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:51,855 : INFO : EPOCH 15 - PROGRESS: at 93.33% examples, 721168 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:52,855 : INFO : EPOCH 15 - PROGRESS: at 93.69% examples, 721273 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:37:53,856 : INFO : EPOCH 15 - PROGRESS: at 94.05% examples, 721257 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:54,859 : INFO : EPOCH 15 - PROGRESS: at 94.42% examples, 721300 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:55,868 : INFO : EPOCH 15 - PROGRESS: at 94.80% examples, 721309 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:56,871 : INFO : EPOCH 15 - PROGRESS: at 95.16% examples, 721403 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:57,886 : INFO : EPOCH 15 - PROGRESS: at 95.52% examples, 721459 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:58,888 : INFO : EPOCH 15 - PROGRESS: at 95.89% examples, 721554 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:37:59,897 : INFO : EPOCH 15 - PROGRESS: at 96.23% examples, 721634 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:00,905 : INFO : EPOCH 15 - PROGRESS: at 96.61% examples, 721616 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:01,908 : INFO : EPOCH 15 - PROGRESS: at 96.96% examples, 721693 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:02,925 : INFO : EPOCH 15 - PROGRESS: at 97.31% examples, 721738 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:03,941 : INFO : EPOCH 15 - PROGRESS: at 97.67% examples, 721804 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:38:04,952 : INFO : EPOCH 15 - PROGRESS: at 98.02% examples, 721842 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:05,970 : INFO : EPOCH 15 - PROGRESS: at 98.39% examples, 721931 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:06,978 : INFO : EPOCH 15 - PROGRESS: at 98.75% examples, 721977 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:07,998 : INFO : EPOCH 15 - PROGRESS: at 99.12% examples, 721994 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:09,014 : INFO : EPOCH 15 - PROGRESS: at 99.45% examples, 722082 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:10,015 : INFO : EPOCH 15 - PROGRESS: at 99.78% examples, 722129 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:10,588 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 23:38:10,596 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 23:38:10,600 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 23:38:10,606 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 23:38:10,607 : INFO : EPOCH - 15 : training on 265595784 raw words (206232510 effective words) took 285.6s, 722210 effective words/s
2020-07-23 23:38:11,610 : INFO : EPOCH 16 - PROGRESS: at 0.37% examples, 717074 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:12,621 : INFO : EPOCH 16 - PROGRESS: at 0.74% examples, 730943 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:13,636 : INFO : EPOCH 16 - PROGRESS: at 1.10% examples, 735041 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:14,646 : INFO : EPOCH 16 - PROGRESS: at 1.46% examples, 737784 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:15,659 : INFO : EPOCH 16 - PROGRESS: at 1.82% examples, 738649 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:16,659 : INFO : EPOCH 16 - PROGRESS: at 2.17% examples, 740117 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:17,665 : INFO : EPOCH 16 - PROGRESS: at 2.53% examples, 739655 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:18,675 : INFO : EPOCH 16 - PROGRESS: at 2.88% examples, 732673 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:19,684 : INFO : EPOCH 16 - PROGRESS: at 3.22% examples, 728810 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:20,695 : INFO : EPOCH 16 - PROGRESS: at 3.57% examples, 726355 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:21,696 : INFO : EPOCH 16 - PROGRESS: at 3.85% examples, 714242 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:22,699 : INFO : EPOCH 16 - PROGRESS: at 4.19% examples, 714459 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:23,713 : INFO : EPOCH 16 - PROGRESS: at 4.55% examples, 716709 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:24,720 : INFO : EPOCH 16 - PROGRESS: at 4.90% examples, 718581 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:25,746 : INFO : EPOCH 16 - PROGRESS: at 5.28% examples, 719429 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:26,757 : INFO : EPOCH 16 - PROGRESS: at 5.63% examples, 721400 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:38:27,767 : INFO : EPOCH 16 - PROGRESS: at 6.00% examples, 722036 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:28,772 : INFO : EPOCH 16 - PROGRESS: at 6.36% examples, 723721 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:29,779 : INFO : EPOCH 16 - PROGRESS: at 6.73% examples, 724631 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:30,787 : INFO : EPOCH 16 - PROGRESS: at 7.10% examples, 725386 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:31,791 : INFO : EPOCH 16 - PROGRESS: at 7.44% examples, 726373 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:32,794 : INFO : EPOCH 16 - PROGRESS: at 7.79% examples, 727269 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:33,801 : INFO : EPOCH 16 - PROGRESS: at 8.14% examples, 725101 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:38:34,802 : INFO : EPOCH 16 - PROGRESS: at 8.44% examples, 719181 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:35,807 : INFO : EPOCH 16 - PROGRESS: at 8.74% examples, 714074 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:36,818 : INFO : EPOCH 16 - PROGRESS: at 9.03% examples, 708966 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:37,820 : INFO : EPOCH 16 - PROGRESS: at 9.33% examples, 704344 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:38,824 : INFO : EPOCH 16 - PROGRESS: at 9.62% examples, 700339 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:39,837 : INFO : EPOCH 16 - PROGRESS: at 9.91% examples, 695749 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:40,846 : INFO : EPOCH 16 - PROGRESS: at 10.24% examples, 692578 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:41,855 : INFO : EPOCH 16 - PROGRESS: at 10.53% examples, 689061 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:38:42,868 : INFO : EPOCH 16 - PROGRESS: at 10.86% examples, 687556 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:43,878 : INFO : EPOCH 16 - PROGRESS: at 11.22% examples, 689125 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:44,885 : INFO : EPOCH 16 - PROGRESS: at 11.58% examples, 690468 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:45,900 : INFO : EPOCH 16 - PROGRESS: at 11.94% examples, 691815 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:46,910 : INFO : EPOCH 16 - PROGRESS: at 12.27% examples, 693495 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:38:47,923 : INFO : EPOCH 16 - PROGRESS: at 12.64% examples, 694686 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:48,934 : INFO : EPOCH 16 - PROGRESS: at 13.01% examples, 695850 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:38:49,935 : INFO : EPOCH 16 - PROGRESS: at 13.38% examples, 697140 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:50,942 : INFO : EPOCH 16 - PROGRESS: at 13.75% examples, 698295 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:51,944 : INFO : EPOCH 16 - PROGRESS: at 14.09% examples, 699284 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:52,955 : INFO : EPOCH 16 - PROGRESS: at 14.43% examples, 700373 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:53,962 : INFO : EPOCH 16 - PROGRESS: at 14.79% examples, 701404 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:54,969 : INFO : EPOCH 16 - PROGRESS: at 15.15% examples, 702208 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:55,973 : INFO : EPOCH 16 - PROGRESS: at 15.51% examples, 702921 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:56,986 : INFO : EPOCH 16 - PROGRESS: at 15.86% examples, 703893 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:57,986 : INFO : EPOCH 16 - PROGRESS: at 16.25% examples, 704693 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:38:58,988 : INFO : EPOCH 16 - PROGRESS: at 16.63% examples, 705369 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:38:59,990 : INFO : EPOCH 16 - PROGRESS: at 16.99% examples, 706165 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:39:00,991 : INFO : EPOCH 16 - PROGRESS: at 17.37% examples, 706773 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:01,997 : INFO : EPOCH 16 - PROGRESS: at 17.75% examples, 707390 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:03,013 : INFO : EPOCH 16 - PROGRESS: at 18.12% examples, 707977 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:04,017 : INFO : EPOCH 16 - PROGRESS: at 18.47% examples, 708723 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:05,026 : INFO : EPOCH 16 - PROGRESS: at 18.82% examples, 709250 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:06,033 : INFO : EPOCH 16 - PROGRESS: at 19.20% examples, 709788 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:07,039 : INFO : EPOCH 16 - PROGRESS: at 19.58% examples, 710171 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:08,039 : INFO : EPOCH 16 - PROGRESS: at 19.92% examples, 710879 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:09,039 : INFO : EPOCH 16 - PROGRESS: at 20.30% examples, 711429 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:39:10,047 : INFO : EPOCH 16 - PROGRESS: at 20.66% examples, 711997 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:11,049 : INFO : EPOCH 16 - PROGRESS: at 21.01% examples, 712392 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:12,054 : INFO : EPOCH 16 - PROGRESS: at 21.39% examples, 712826 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:13,057 : INFO : EPOCH 16 - PROGRESS: at 21.74% examples, 713330 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:39:14,061 : INFO : EPOCH 16 - PROGRESS: at 22.10% examples, 713764 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:15,061 : INFO : EPOCH 16 - PROGRESS: at 22.48% examples, 714110 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:16,072 : INFO : EPOCH 16 - PROGRESS: at 22.83% examples, 714632 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:17,076 : INFO : EPOCH 16 - PROGRESS: at 23.20% examples, 714942 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:39:18,083 : INFO : EPOCH 16 - PROGRESS: at 23.53% examples, 715380 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:19,090 : INFO : EPOCH 16 - PROGRESS: at 23.90% examples, 715619 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:20,100 : INFO : EPOCH 16 - PROGRESS: at 24.28% examples, 715940 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:21,111 : INFO : EPOCH 16 - PROGRESS: at 24.65% examples, 716253 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:22,116 : INFO : EPOCH 16 - PROGRESS: at 25.00% examples, 716501 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:23,124 : INFO : EPOCH 16 - PROGRESS: at 25.37% examples, 716990 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:24,125 : INFO : EPOCH 16 - PROGRESS: at 25.75% examples, 717214 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:25,129 : INFO : EPOCH 16 - PROGRESS: at 26.13% examples, 717581 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:26,143 : INFO : EPOCH 16 - PROGRESS: at 26.50% examples, 717691 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:39:27,152 : INFO : EPOCH 16 - PROGRESS: at 26.85% examples, 718018 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:28,160 : INFO : EPOCH 16 - PROGRESS: at 27.20% examples, 718464 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:29,164 : INFO : EPOCH 16 - PROGRESS: at 27.55% examples, 718877 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:30,178 : INFO : EPOCH 16 - PROGRESS: at 27.91% examples, 718975 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:31,179 : INFO : EPOCH 16 - PROGRESS: at 28.24% examples, 719526 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:32,192 : INFO : EPOCH 16 - PROGRESS: at 28.60% examples, 719718 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:33,223 : INFO : EPOCH 16 - PROGRESS: at 28.98% examples, 719930 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:39:34,231 : INFO : EPOCH 16 - PROGRESS: at 29.37% examples, 720200 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:35,231 : INFO : EPOCH 16 - PROGRESS: at 29.74% examples, 720370 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:36,233 : INFO : EPOCH 16 - PROGRESS: at 30.11% examples, 720788 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:37,250 : INFO : EPOCH 16 - PROGRESS: at 30.47% examples, 720863 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:38,252 : INFO : EPOCH 16 - PROGRESS: at 30.82% examples, 721072 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:39,261 : INFO : EPOCH 16 - PROGRESS: at 31.21% examples, 721294 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:40,261 : INFO : EPOCH 16 - PROGRESS: at 31.58% examples, 721590 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:41,280 : INFO : EPOCH 16 - PROGRESS: at 31.97% examples, 721789 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:39:42,285 : INFO : EPOCH 16 - PROGRESS: at 32.34% examples, 722005 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:43,286 : INFO : EPOCH 16 - PROGRESS: at 32.70% examples, 722264 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:44,308 : INFO : EPOCH 16 - PROGRESS: at 33.06% examples, 722345 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:39:45,322 : INFO : EPOCH 16 - PROGRESS: at 33.44% examples, 722673 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:39:46,339 : INFO : EPOCH 16 - PROGRESS: at 33.82% examples, 722836 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:47,340 : INFO : EPOCH 16 - PROGRESS: at 34.20% examples, 723017 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:48,351 : INFO : EPOCH 16 - PROGRESS: at 34.56% examples, 723174 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:49,365 : INFO : EPOCH 16 - PROGRESS: at 34.92% examples, 723413 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:39:50,374 : INFO : EPOCH 16 - PROGRESS: at 35.27% examples, 723493 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:51,378 : INFO : EPOCH 16 - PROGRESS: at 35.65% examples, 723745 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:52,378 : INFO : EPOCH 16 - PROGRESS: at 35.99% examples, 723914 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:53,384 : INFO : EPOCH 16 - PROGRESS: at 36.35% examples, 724114 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:54,392 : INFO : EPOCH 16 - PROGRESS: at 36.73% examples, 724296 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:55,399 : INFO : EPOCH 16 - PROGRESS: at 37.08% examples, 724472 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:56,401 : INFO : EPOCH 16 - PROGRESS: at 37.44% examples, 724645 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:57,414 : INFO : EPOCH 16 - PROGRESS: at 37.79% examples, 724805 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:58,420 : INFO : EPOCH 16 - PROGRESS: at 38.13% examples, 725084 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:39:59,425 : INFO : EPOCH 16 - PROGRESS: at 38.52% examples, 725258 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:00,435 : INFO : EPOCH 16 - PROGRESS: at 38.87% examples, 725393 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:01,440 : INFO : EPOCH 16 - PROGRESS: at 39.22% examples, 725521 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:02,454 : INFO : EPOCH 16 - PROGRESS: at 39.56% examples, 725731 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:03,460 : INFO : EPOCH 16 - PROGRESS: at 39.91% examples, 725980 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:04,462 : INFO : EPOCH 16 - PROGRESS: at 40.27% examples, 726086 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:05,463 : INFO : EPOCH 16 - PROGRESS: at 40.63% examples, 726187 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:06,464 : INFO : EPOCH 16 - PROGRESS: at 40.97% examples, 726351 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:07,465 : INFO : EPOCH 16 - PROGRESS: at 41.34% examples, 726461 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:08,472 : INFO : EPOCH 16 - PROGRESS: at 41.74% examples, 726466 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:40:09,485 : INFO : EPOCH 16 - PROGRESS: at 42.10% examples, 726541 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:10,494 : INFO : EPOCH 16 - PROGRESS: at 42.48% examples, 726653 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:11,507 : INFO : EPOCH 16 - PROGRESS: at 42.82% examples, 726704 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:12,515 : INFO : EPOCH 16 - PROGRESS: at 43.18% examples, 726886 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:13,519 : INFO : EPOCH 16 - PROGRESS: at 43.53% examples, 726867 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:14,526 : INFO : EPOCH 16 - PROGRESS: at 43.91% examples, 726910 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:15,527 : INFO : EPOCH 16 - PROGRESS: at 44.28% examples, 727029 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:16,538 : INFO : EPOCH 16 - PROGRESS: at 44.67% examples, 727014 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:17,538 : INFO : EPOCH 16 - PROGRESS: at 45.02% examples, 727149 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:40:18,539 : INFO : EPOCH 16 - PROGRESS: at 45.35% examples, 727251 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:19,541 : INFO : EPOCH 16 - PROGRESS: at 45.69% examples, 727462 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:20,542 : INFO : EPOCH 16 - PROGRESS: at 46.04% examples, 727498 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:21,546 : INFO : EPOCH 16 - PROGRESS: at 46.39% examples, 727728 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:22,552 : INFO : EPOCH 16 - PROGRESS: at 46.77% examples, 727907 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:23,566 : INFO : EPOCH 16 - PROGRESS: at 47.11% examples, 727825 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:24,575 : INFO : EPOCH 16 - PROGRESS: at 47.49% examples, 727933 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:25,578 : INFO : EPOCH 16 - PROGRESS: at 47.86% examples, 728007 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:26,590 : INFO : EPOCH 16 - PROGRESS: at 48.22% examples, 728138 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:27,598 : INFO : EPOCH 16 - PROGRESS: at 48.59% examples, 728212 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:40:28,610 : INFO : EPOCH 16 - PROGRESS: at 48.94% examples, 728306 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:29,616 : INFO : EPOCH 16 - PROGRESS: at 49.31% examples, 728395 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:30,633 : INFO : EPOCH 16 - PROGRESS: at 49.64% examples, 728438 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:31,636 : INFO : EPOCH 16 - PROGRESS: at 50.00% examples, 728603 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:32,636 : INFO : EPOCH 16 - PROGRESS: at 50.34% examples, 728720 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:33,638 : INFO : EPOCH 16 - PROGRESS: at 50.69% examples, 728841 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:34,639 : INFO : EPOCH 16 - PROGRESS: at 51.06% examples, 728953 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:35,643 : INFO : EPOCH 16 - PROGRESS: at 51.41% examples, 729059 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:36,651 : INFO : EPOCH 16 - PROGRESS: at 51.76% examples, 729161 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:37,652 : INFO : EPOCH 16 - PROGRESS: at 52.11% examples, 729270 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:38,656 : INFO : EPOCH 16 - PROGRESS: at 52.47% examples, 729311 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:39,657 : INFO : EPOCH 16 - PROGRESS: at 52.84% examples, 729408 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:40,671 : INFO : EPOCH 16 - PROGRESS: at 53.18% examples, 729507 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:41,680 : INFO : EPOCH 16 - PROGRESS: at 53.52% examples, 729657 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:42,684 : INFO : EPOCH 16 - PROGRESS: at 53.88% examples, 729761 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:43,690 : INFO : EPOCH 16 - PROGRESS: at 54.23% examples, 729811 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:44,695 : INFO : EPOCH 16 - PROGRESS: at 54.60% examples, 729883 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:40:45,697 : INFO : EPOCH 16 - PROGRESS: at 54.96% examples, 730001 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:46,698 : INFO : EPOCH 16 - PROGRESS: at 55.30% examples, 730018 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:47,703 : INFO : EPOCH 16 - PROGRESS: at 55.65% examples, 730079 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:48,715 : INFO : EPOCH 16 - PROGRESS: at 56.02% examples, 730161 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:49,723 : INFO : EPOCH 16 - PROGRESS: at 56.40% examples, 730214 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:50,734 : INFO : EPOCH 16 - PROGRESS: at 56.74% examples, 730304 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:51,742 : INFO : EPOCH 16 - PROGRESS: at 57.11% examples, 730403 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:40:52,743 : INFO : EPOCH 16 - PROGRESS: at 57.44% examples, 730491 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:53,750 : INFO : EPOCH 16 - PROGRESS: at 57.82% examples, 730566 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:54,750 : INFO : EPOCH 16 - PROGRESS: at 58.20% examples, 730637 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:55,759 : INFO : EPOCH 16 - PROGRESS: at 58.56% examples, 730687 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:56,773 : INFO : EPOCH 16 - PROGRESS: at 58.91% examples, 730763 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:57,774 : INFO : EPOCH 16 - PROGRESS: at 59.28% examples, 730819 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:58,780 : INFO : EPOCH 16 - PROGRESS: at 59.64% examples, 730718 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:40:59,791 : INFO : EPOCH 16 - PROGRESS: at 59.99% examples, 730514 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:00,804 : INFO : EPOCH 16 - PROGRESS: at 60.32% examples, 730149 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:01,806 : INFO : EPOCH 16 - PROGRESS: at 60.62% examples, 729547 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:02,808 : INFO : EPOCH 16 - PROGRESS: at 60.98% examples, 729585 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:03,812 : INFO : EPOCH 16 - PROGRESS: at 61.34% examples, 729677 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:04,829 : INFO : EPOCH 16 - PROGRESS: at 61.71% examples, 729776 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:41:05,831 : INFO : EPOCH 16 - PROGRESS: at 62.06% examples, 729895 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:06,831 : INFO : EPOCH 16 - PROGRESS: at 62.44% examples, 729965 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:07,831 : INFO : EPOCH 16 - PROGRESS: at 62.79% examples, 730053 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:08,832 : INFO : EPOCH 16 - PROGRESS: at 63.15% examples, 730081 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:09,841 : INFO : EPOCH 16 - PROGRESS: at 63.51% examples, 730104 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:10,854 : INFO : EPOCH 16 - PROGRESS: at 63.85% examples, 730159 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:41:11,860 : INFO : EPOCH 16 - PROGRESS: at 64.24% examples, 730253 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:12,861 : INFO : EPOCH 16 - PROGRESS: at 64.58% examples, 730379 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:13,862 : INFO : EPOCH 16 - PROGRESS: at 64.96% examples, 730423 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:14,871 : INFO : EPOCH 16 - PROGRESS: at 65.30% examples, 730469 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:15,874 : INFO : EPOCH 16 - PROGRESS: at 65.68% examples, 730581 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:16,880 : INFO : EPOCH 16 - PROGRESS: at 66.03% examples, 730628 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:17,883 : INFO : EPOCH 16 - PROGRESS: at 66.41% examples, 730640 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:18,884 : INFO : EPOCH 16 - PROGRESS: at 66.75% examples, 730824 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:19,892 : INFO : EPOCH 16 - PROGRESS: at 67.10% examples, 730926 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:20,901 : INFO : EPOCH 16 - PROGRESS: at 67.47% examples, 730955 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:21,903 : INFO : EPOCH 16 - PROGRESS: at 67.83% examples, 730820 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:22,910 : INFO : EPOCH 16 - PROGRESS: at 68.21% examples, 730892 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:23,924 : INFO : EPOCH 16 - PROGRESS: at 68.57% examples, 730922 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:24,925 : INFO : EPOCH 16 - PROGRESS: at 68.96% examples, 731007 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:25,942 : INFO : EPOCH 16 - PROGRESS: at 69.35% examples, 731031 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:26,965 : INFO : EPOCH 16 - PROGRESS: at 69.74% examples, 731019 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:27,985 : INFO : EPOCH 16 - PROGRESS: at 70.12% examples, 731074 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:28,996 : INFO : EPOCH 16 - PROGRESS: at 70.49% examples, 731153 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:30,021 : INFO : EPOCH 16 - PROGRESS: at 70.83% examples, 731254 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:31,035 : INFO : EPOCH 16 - PROGRESS: at 71.20% examples, 731299 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:32,052 : INFO : EPOCH 16 - PROGRESS: at 71.57% examples, 731355 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:33,053 : INFO : EPOCH 16 - PROGRESS: at 71.91% examples, 731372 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:34,056 : INFO : EPOCH 16 - PROGRESS: at 72.18% examples, 730591 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:35,072 : INFO : EPOCH 16 - PROGRESS: at 72.48% examples, 729842 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:36,078 : INFO : EPOCH 16 - PROGRESS: at 72.78% examples, 729166 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:37,096 : INFO : EPOCH 16 - PROGRESS: at 73.06% examples, 728500 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:38,122 : INFO : EPOCH 16 - PROGRESS: at 73.35% examples, 727774 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:39,130 : INFO : EPOCH 16 - PROGRESS: at 73.65% examples, 727091 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:40,154 : INFO : EPOCH 16 - PROGRESS: at 73.94% examples, 726386 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:41,164 : INFO : EPOCH 16 - PROGRESS: at 74.23% examples, 725797 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:42,165 : INFO : EPOCH 16 - PROGRESS: at 74.52% examples, 725205 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:43,179 : INFO : EPOCH 16 - PROGRESS: at 74.88% examples, 725246 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:44,182 : INFO : EPOCH 16 - PROGRESS: at 75.22% examples, 725415 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:45,184 : INFO : EPOCH 16 - PROGRESS: at 75.56% examples, 725470 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:46,188 : INFO : EPOCH 16 - PROGRESS: at 75.91% examples, 725532 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:47,189 : INFO : EPOCH 16 - PROGRESS: at 76.27% examples, 725562 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:48,189 : INFO : EPOCH 16 - PROGRESS: at 76.63% examples, 725667 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:49,203 : INFO : EPOCH 16 - PROGRESS: at 76.98% examples, 725693 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:50,206 : INFO : EPOCH 16 - PROGRESS: at 77.25% examples, 724981 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:51,206 : INFO : EPOCH 16 - PROGRESS: at 77.55% examples, 724318 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:52,221 : INFO : EPOCH 16 - PROGRESS: at 77.84% examples, 723695 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:53,221 : INFO : EPOCH 16 - PROGRESS: at 78.12% examples, 723166 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:54,241 : INFO : EPOCH 16 - PROGRESS: at 78.42% examples, 722501 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:55,244 : INFO : EPOCH 16 - PROGRESS: at 78.67% examples, 721941 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:56,251 : INFO : EPOCH 16 - PROGRESS: at 78.97% examples, 721393 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:57,254 : INFO : EPOCH 16 - PROGRESS: at 79.24% examples, 720868 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:58,261 : INFO : EPOCH 16 - PROGRESS: at 79.53% examples, 720335 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:41:59,271 : INFO : EPOCH 16 - PROGRESS: at 79.91% examples, 720396 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:00,278 : INFO : EPOCH 16 - PROGRESS: at 80.27% examples, 720496 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:01,282 : INFO : EPOCH 16 - PROGRESS: at 80.62% examples, 720486 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:02,284 : INFO : EPOCH 16 - PROGRESS: at 81.00% examples, 720609 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:42:03,295 : INFO : EPOCH 16 - PROGRESS: at 81.34% examples, 720684 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:04,305 : INFO : EPOCH 16 - PROGRESS: at 81.72% examples, 720769 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:42:05,310 : INFO : EPOCH 16 - PROGRESS: at 82.09% examples, 720844 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:06,316 : INFO : EPOCH 16 - PROGRESS: at 82.43% examples, 720886 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:07,323 : INFO : EPOCH 16 - PROGRESS: at 82.77% examples, 720997 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:08,328 : INFO : EPOCH 16 - PROGRESS: at 83.15% examples, 721084 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:09,341 : INFO : EPOCH 16 - PROGRESS: at 83.54% examples, 721121 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:10,344 : INFO : EPOCH 16 - PROGRESS: at 83.90% examples, 721193 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:11,354 : INFO : EPOCH 16 - PROGRESS: at 84.25% examples, 721274 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:12,359 : INFO : EPOCH 16 - PROGRESS: at 84.59% examples, 721371 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:13,362 : INFO : EPOCH 16 - PROGRESS: at 84.96% examples, 721417 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:14,367 : INFO : EPOCH 16 - PROGRESS: at 85.30% examples, 721538 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:15,378 : INFO : EPOCH 16 - PROGRESS: at 85.66% examples, 721609 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:42:16,378 : INFO : EPOCH 16 - PROGRESS: at 86.00% examples, 721794 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:17,385 : INFO : EPOCH 16 - PROGRESS: at 86.33% examples, 721882 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:42:18,401 : INFO : EPOCH 16 - PROGRESS: at 86.71% examples, 721950 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:19,409 : INFO : EPOCH 16 - PROGRESS: at 87.07% examples, 722031 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:20,410 : INFO : EPOCH 16 - PROGRESS: at 87.45% examples, 722130 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:42:21,413 : INFO : EPOCH 16 - PROGRESS: at 87.85% examples, 722158 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:22,417 : INFO : EPOCH 16 - PROGRESS: at 88.20% examples, 722287 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:23,425 : INFO : EPOCH 16 - PROGRESS: at 88.55% examples, 722342 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:24,430 : INFO : EPOCH 16 - PROGRESS: at 88.92% examples, 722366 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:42:25,440 : INFO : EPOCH 16 - PROGRESS: at 89.29% examples, 722461 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:26,445 : INFO : EPOCH 16 - PROGRESS: at 89.64% examples, 722545 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:42:27,450 : INFO : EPOCH 16 - PROGRESS: at 90.00% examples, 722609 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:28,473 : INFO : EPOCH 16 - PROGRESS: at 90.37% examples, 722653 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:29,491 : INFO : EPOCH 16 - PROGRESS: at 90.73% examples, 722704 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:30,496 : INFO : EPOCH 16 - PROGRESS: at 91.10% examples, 722765 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:31,496 : INFO : EPOCH 16 - PROGRESS: at 91.48% examples, 722855 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:42:32,515 : INFO : EPOCH 16 - PROGRESS: at 91.84% examples, 722898 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:33,515 : INFO : EPOCH 16 - PROGRESS: at 92.20% examples, 722989 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:42:34,516 : INFO : EPOCH 16 - PROGRESS: at 92.56% examples, 723052 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:35,520 : INFO : EPOCH 16 - PROGRESS: at 92.92% examples, 723109 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:36,530 : INFO : EPOCH 16 - PROGRESS: at 93.28% examples, 723193 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:37,530 : INFO : EPOCH 16 - PROGRESS: at 93.64% examples, 723329 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:38,533 : INFO : EPOCH 16 - PROGRESS: at 94.02% examples, 723370 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:39,555 : INFO : EPOCH 16 - PROGRESS: at 94.39% examples, 723380 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:40,562 : INFO : EPOCH 16 - PROGRESS: at 94.78% examples, 723482 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:41,565 : INFO : EPOCH 16 - PROGRESS: at 95.14% examples, 723554 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:42,567 : INFO : EPOCH 16 - PROGRESS: at 95.50% examples, 723602 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:43,584 : INFO : EPOCH 16 - PROGRESS: at 95.86% examples, 723644 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:44,597 : INFO : EPOCH 16 - PROGRESS: at 96.21% examples, 723743 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:45,616 : INFO : EPOCH 16 - PROGRESS: at 96.60% examples, 723753 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:46,622 : INFO : EPOCH 16 - PROGRESS: at 96.96% examples, 723872 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:47,632 : INFO : EPOCH 16 - PROGRESS: at 97.31% examples, 723928 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:42:48,634 : INFO : EPOCH 16 - PROGRESS: at 97.67% examples, 724027 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:49,636 : INFO : EPOCH 16 - PROGRESS: at 98.02% examples, 724106 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:50,639 : INFO : EPOCH 16 - PROGRESS: at 98.38% examples, 724197 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:42:51,647 : INFO : EPOCH 16 - PROGRESS: at 98.74% examples, 724238 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:52,664 : INFO : EPOCH 16 - PROGRESS: at 99.12% examples, 724305 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:53,669 : INFO : EPOCH 16 - PROGRESS: at 99.46% examples, 724390 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:54,676 : INFO : EPOCH 16 - PROGRESS: at 99.80% examples, 724483 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:55,221 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 23:42:55,230 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 23:42:55,239 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 23:42:55,252 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 23:42:55,253 : INFO : EPOCH - 16 : training on 265595784 raw words (206231105 effective words) took 284.6s, 724524 effective words/s
2020-07-23 23:42:56,263 : INFO : EPOCH 17 - PROGRESS: at 0.37% examples, 717346 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:57,283 : INFO : EPOCH 17 - PROGRESS: at 0.74% examples, 727514 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:58,288 : INFO : EPOCH 17 - PROGRESS: at 1.10% examples, 735212 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:42:59,288 : INFO : EPOCH 17 - PROGRESS: at 1.45% examples, 735945 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:00,292 : INFO : EPOCH 17 - PROGRESS: at 1.81% examples, 735131 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:01,295 : INFO : EPOCH 17 - PROGRESS: at 2.16% examples, 735591 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:02,307 : INFO : EPOCH 17 - PROGRESS: at 2.51% examples, 736437 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:43:03,307 : INFO : EPOCH 17 - PROGRESS: at 2.88% examples, 735037 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:04,309 : INFO : EPOCH 17 - PROGRESS: at 3.24% examples, 735516 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:05,321 : INFO : EPOCH 17 - PROGRESS: at 3.61% examples, 734725 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:06,331 : INFO : EPOCH 17 - PROGRESS: at 3.97% examples, 735131 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:07,344 : INFO : EPOCH 17 - PROGRESS: at 4.31% examples, 735505 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:08,356 : INFO : EPOCH 17 - PROGRESS: at 4.65% examples, 735654 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:09,365 : INFO : EPOCH 17 - PROGRESS: at 5.03% examples, 736847 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:10,366 : INFO : EPOCH 17 - PROGRESS: at 5.39% examples, 736648 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:11,371 : INFO : EPOCH 17 - PROGRESS: at 5.74% examples, 737384 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:12,376 : INFO : EPOCH 17 - PROGRESS: at 6.10% examples, 737308 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:13,388 : INFO : EPOCH 17 - PROGRESS: at 6.46% examples, 737210 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:14,395 : INFO : EPOCH 17 - PROGRESS: at 6.83% examples, 737091 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:15,398 : INFO : EPOCH 17 - PROGRESS: at 7.19% examples, 737074 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:16,401 : INFO : EPOCH 17 - PROGRESS: at 7.54% examples, 737050 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:43:17,408 : INFO : EPOCH 17 - PROGRESS: at 7.89% examples, 737246 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:18,410 : INFO : EPOCH 17 - PROGRESS: at 8.27% examples, 736938 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:19,426 : INFO : EPOCH 17 - PROGRESS: at 8.65% examples, 736700 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:20,427 : INFO : EPOCH 17 - PROGRESS: at 9.01% examples, 736853 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:21,443 : INFO : EPOCH 17 - PROGRESS: at 9.40% examples, 736471 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:22,451 : INFO : EPOCH 17 - PROGRESS: at 9.75% examples, 736687 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:23,457 : INFO : EPOCH 17 - PROGRESS: at 10.14% examples, 736443 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:24,476 : INFO : EPOCH 17 - PROGRESS: at 10.52% examples, 736127 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:25,479 : INFO : EPOCH 17 - PROGRESS: at 10.89% examples, 736379 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:26,491 : INFO : EPOCH 17 - PROGRESS: at 11.25% examples, 736232 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:27,500 : INFO : EPOCH 17 - PROGRESS: at 11.62% examples, 735934 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:28,507 : INFO : EPOCH 17 - PROGRESS: at 11.97% examples, 736266 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:29,508 : INFO : EPOCH 17 - PROGRESS: at 12.29% examples, 736580 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:30,519 : INFO : EPOCH 17 - PROGRESS: at 12.67% examples, 736431 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:31,523 : INFO : EPOCH 17 - PROGRESS: at 13.03% examples, 736698 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:43:32,524 : INFO : EPOCH 17 - PROGRESS: at 13.40% examples, 736634 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:33,537 : INFO : EPOCH 17 - PROGRESS: at 13.76% examples, 736581 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:34,541 : INFO : EPOCH 17 - PROGRESS: at 14.10% examples, 736814 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:35,552 : INFO : EPOCH 17 - PROGRESS: at 14.44% examples, 736849 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:43:36,552 : INFO : EPOCH 17 - PROGRESS: at 14.80% examples, 736886 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:37,563 : INFO : EPOCH 17 - PROGRESS: at 15.15% examples, 736729 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:38,576 : INFO : EPOCH 17 - PROGRESS: at 15.51% examples, 735962 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:43:39,582 : INFO : EPOCH 17 - PROGRESS: at 15.83% examples, 735247 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:40,584 : INFO : EPOCH 17 - PROGRESS: at 16.20% examples, 734445 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:43:41,590 : INFO : EPOCH 17 - PROGRESS: at 16.50% examples, 731263 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:42,600 : INFO : EPOCH 17 - PROGRESS: at 16.87% examples, 731234 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:43,612 : INFO : EPOCH 17 - PROGRESS: at 17.26% examples, 731266 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:44,624 : INFO : EPOCH 17 - PROGRESS: at 17.63% examples, 731514 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:45,631 : INFO : EPOCH 17 - PROGRESS: at 18.00% examples, 731589 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:46,640 : INFO : EPOCH 17 - PROGRESS: at 18.34% examples, 731562 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:47,647 : INFO : EPOCH 17 - PROGRESS: at 18.70% examples, 731579 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:43:48,649 : INFO : EPOCH 17 - PROGRESS: at 19.07% examples, 731892 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:49,655 : INFO : EPOCH 17 - PROGRESS: at 19.45% examples, 731899 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:50,665 : INFO : EPOCH 17 - PROGRESS: at 19.80% examples, 732124 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:51,666 : INFO : EPOCH 17 - PROGRESS: at 20.15% examples, 732105 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:52,675 : INFO : EPOCH 17 - PROGRESS: at 20.51% examples, 732292 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:53,676 : INFO : EPOCH 17 - PROGRESS: at 20.89% examples, 732431 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:54,680 : INFO : EPOCH 17 - PROGRESS: at 21.26% examples, 732520 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:55,681 : INFO : EPOCH 17 - PROGRESS: at 21.59% examples, 732556 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:56,699 : INFO : EPOCH 17 - PROGRESS: at 21.97% examples, 732728 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:57,703 : INFO : EPOCH 17 - PROGRESS: at 22.35% examples, 732906 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:58,705 : INFO : EPOCH 17 - PROGRESS: at 22.70% examples, 733046 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:43:59,706 : INFO : EPOCH 17 - PROGRESS: at 23.07% examples, 732952 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:00,715 : INFO : EPOCH 17 - PROGRESS: at 23.40% examples, 732886 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:01,716 : INFO : EPOCH 17 - PROGRESS: at 23.76% examples, 733047 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:02,722 : INFO : EPOCH 17 - PROGRESS: at 24.13% examples, 732939 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:03,728 : INFO : EPOCH 17 - PROGRESS: at 24.50% examples, 733015 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:04,730 : INFO : EPOCH 17 - PROGRESS: at 24.84% examples, 733141 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:05,731 : INFO : EPOCH 17 - PROGRESS: at 25.21% examples, 733299 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:06,737 : INFO : EPOCH 17 - PROGRESS: at 25.58% examples, 733227 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:07,738 : INFO : EPOCH 17 - PROGRESS: at 25.95% examples, 733196 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:08,744 : INFO : EPOCH 17 - PROGRESS: at 26.34% examples, 733220 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:09,757 : INFO : EPOCH 17 - PROGRESS: at 26.68% examples, 733116 words/s, in_qsize 8, out_qsize 1
2020-07-23 23:44:10,758 : INFO : EPOCH 17 - PROGRESS: at 27.05% examples, 733461 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:11,777 : INFO : EPOCH 17 - PROGRESS: at 27.38% examples, 733532 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:12,777 : INFO : EPOCH 17 - PROGRESS: at 27.75% examples, 733509 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:13,791 : INFO : EPOCH 17 - PROGRESS: at 28.08% examples, 733555 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:14,806 : INFO : EPOCH 17 - PROGRESS: at 28.42% examples, 733660 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:15,811 : INFO : EPOCH 17 - PROGRESS: at 28.81% examples, 733838 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:16,819 : INFO : EPOCH 17 - PROGRESS: at 29.18% examples, 733872 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:17,843 : INFO : EPOCH 17 - PROGRESS: at 29.55% examples, 733648 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:44:18,843 : INFO : EPOCH 17 - PROGRESS: at 29.91% examples, 733771 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:19,844 : INFO : EPOCH 17 - PROGRESS: at 30.28% examples, 733656 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:20,845 : INFO : EPOCH 17 - PROGRESS: at 30.62% examples, 733711 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:21,846 : INFO : EPOCH 17 - PROGRESS: at 31.00% examples, 733738 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:44:22,859 : INFO : EPOCH 17 - PROGRESS: at 31.39% examples, 733618 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:23,859 : INFO : EPOCH 17 - PROGRESS: at 31.75% examples, 733737 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:24,864 : INFO : EPOCH 17 - PROGRESS: at 32.13% examples, 733843 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:25,868 : INFO : EPOCH 17 - PROGRESS: at 32.49% examples, 733979 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:26,870 : INFO : EPOCH 17 - PROGRESS: at 32.86% examples, 733981 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:27,876 : INFO : EPOCH 17 - PROGRESS: at 33.22% examples, 734061 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:28,879 : INFO : EPOCH 17 - PROGRESS: at 33.56% examples, 734177 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:29,896 : INFO : EPOCH 17 - PROGRESS: at 33.97% examples, 734050 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:30,903 : INFO : EPOCH 17 - PROGRESS: at 34.32% examples, 734203 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:31,903 : INFO : EPOCH 17 - PROGRESS: at 34.69% examples, 734149 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:32,906 : INFO : EPOCH 17 - PROGRESS: at 35.04% examples, 734281 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:44:33,914 : INFO : EPOCH 17 - PROGRESS: at 35.39% examples, 734261 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:34,921 : INFO : EPOCH 17 - PROGRESS: at 35.75% examples, 734298 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:35,935 : INFO : EPOCH 17 - PROGRESS: at 36.13% examples, 734317 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:44:36,942 : INFO : EPOCH 17 - PROGRESS: at 36.47% examples, 734404 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:37,954 : INFO : EPOCH 17 - PROGRESS: at 36.85% examples, 734387 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:38,961 : INFO : EPOCH 17 - PROGRESS: at 37.19% examples, 734483 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:39,968 : INFO : EPOCH 17 - PROGRESS: at 37.56% examples, 734526 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:40,974 : INFO : EPOCH 17 - PROGRESS: at 37.91% examples, 734571 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:41,983 : INFO : EPOCH 17 - PROGRESS: at 38.23% examples, 734558 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:42,992 : INFO : EPOCH 17 - PROGRESS: at 38.61% examples, 734579 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:43,994 : INFO : EPOCH 17 - PROGRESS: at 38.97% examples, 734586 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:44,997 : INFO : EPOCH 17 - PROGRESS: at 39.31% examples, 734725 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:44:46,008 : INFO : EPOCH 17 - PROGRESS: at 39.65% examples, 734759 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:47,023 : INFO : EPOCH 17 - PROGRESS: at 40.00% examples, 734800 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:48,034 : INFO : EPOCH 17 - PROGRESS: at 40.36% examples, 734850 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:49,034 : INFO : EPOCH 17 - PROGRESS: at 40.72% examples, 734927 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:44:50,047 : INFO : EPOCH 17 - PROGRESS: at 41.07% examples, 734930 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:51,048 : INFO : EPOCH 17 - PROGRESS: at 41.46% examples, 735062 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:52,067 : INFO : EPOCH 17 - PROGRESS: at 41.84% examples, 734955 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:53,069 : INFO : EPOCH 17 - PROGRESS: at 42.22% examples, 734998 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:54,074 : INFO : EPOCH 17 - PROGRESS: at 42.57% examples, 735059 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:55,074 : INFO : EPOCH 17 - PROGRESS: at 42.92% examples, 735150 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:56,079 : INFO : EPOCH 17 - PROGRESS: at 43.28% examples, 735142 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:57,081 : INFO : EPOCH 17 - PROGRESS: at 43.65% examples, 734979 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:58,097 : INFO : EPOCH 17 - PROGRESS: at 44.03% examples, 734998 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:44:59,101 : INFO : EPOCH 17 - PROGRESS: at 44.39% examples, 734983 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:00,117 : INFO : EPOCH 17 - PROGRESS: at 44.77% examples, 734968 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:01,122 : INFO : EPOCH 17 - PROGRESS: at 45.13% examples, 735045 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:02,134 : INFO : EPOCH 17 - PROGRESS: at 45.46% examples, 735127 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:45:03,135 : INFO : EPOCH 17 - PROGRESS: at 45.79% examples, 735168 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:04,135 : INFO : EPOCH 17 - PROGRESS: at 46.13% examples, 735178 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:05,145 : INFO : EPOCH 17 - PROGRESS: at 46.49% examples, 735229 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:06,153 : INFO : EPOCH 17 - PROGRESS: at 46.85% examples, 735245 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:07,163 : INFO : EPOCH 17 - PROGRESS: at 47.22% examples, 735327 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:08,174 : INFO : EPOCH 17 - PROGRESS: at 47.59% examples, 735307 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:09,185 : INFO : EPOCH 17 - PROGRESS: at 47.95% examples, 735282 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:10,192 : INFO : EPOCH 17 - PROGRESS: at 48.33% examples, 735354 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:11,196 : INFO : EPOCH 17 - PROGRESS: at 48.69% examples, 735348 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:12,204 : INFO : EPOCH 17 - PROGRESS: at 49.04% examples, 735417 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:45:13,219 : INFO : EPOCH 17 - PROGRESS: at 49.41% examples, 735464 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:14,225 : INFO : EPOCH 17 - PROGRESS: at 49.75% examples, 735512 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:15,232 : INFO : EPOCH 17 - PROGRESS: at 50.10% examples, 735588 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:45:16,238 : INFO : EPOCH 17 - PROGRESS: at 50.43% examples, 735606 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:17,240 : INFO : EPOCH 17 - PROGRESS: at 50.80% examples, 735654 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:18,256 : INFO : EPOCH 17 - PROGRESS: at 51.13% examples, 735592 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:19,261 : INFO : EPOCH 17 - PROGRESS: at 51.51% examples, 735652 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:20,264 : INFO : EPOCH 17 - PROGRESS: at 51.84% examples, 735655 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:21,271 : INFO : EPOCH 17 - PROGRESS: at 52.19% examples, 735592 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:22,277 : INFO : EPOCH 17 - PROGRESS: at 52.57% examples, 735637 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:23,287 : INFO : EPOCH 17 - PROGRESS: at 52.92% examples, 735642 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:45:24,302 : INFO : EPOCH 17 - PROGRESS: at 53.27% examples, 735602 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:25,304 : INFO : EPOCH 17 - PROGRESS: at 53.59% examples, 735681 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:26,308 : INFO : EPOCH 17 - PROGRESS: at 53.95% examples, 735696 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:27,310 : INFO : EPOCH 17 - PROGRESS: at 54.30% examples, 735733 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:28,329 : INFO : EPOCH 17 - PROGRESS: at 54.67% examples, 735676 words/s, in_qsize 8, out_qsize 1
2020-07-23 23:45:29,342 : INFO : EPOCH 17 - PROGRESS: at 55.03% examples, 735681 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:30,343 : INFO : EPOCH 17 - PROGRESS: at 55.38% examples, 735674 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:31,361 : INFO : EPOCH 17 - PROGRESS: at 55.72% examples, 735672 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:32,361 : INFO : EPOCH 17 - PROGRESS: at 56.10% examples, 735701 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:33,363 : INFO : EPOCH 17 - PROGRESS: at 56.47% examples, 735707 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:34,368 : INFO : EPOCH 17 - PROGRESS: at 56.81% examples, 735732 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:35,369 : INFO : EPOCH 17 - PROGRESS: at 57.15% examples, 735762 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:36,369 : INFO : EPOCH 17 - PROGRESS: at 57.48% examples, 735759 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:37,390 : INFO : EPOCH 17 - PROGRESS: at 57.88% examples, 735711 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:38,392 : INFO : EPOCH 17 - PROGRESS: at 58.24% examples, 735739 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:39,408 : INFO : EPOCH 17 - PROGRESS: at 58.60% examples, 735760 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:40,409 : INFO : EPOCH 17 - PROGRESS: at 58.95% examples, 735773 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:41,418 : INFO : EPOCH 17 - PROGRESS: at 59.33% examples, 735754 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:42,423 : INFO : EPOCH 17 - PROGRESS: at 59.69% examples, 735779 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:43,432 : INFO : EPOCH 17 - PROGRESS: at 60.07% examples, 735731 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:44,437 : INFO : EPOCH 17 - PROGRESS: at 60.42% examples, 735742 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:45,438 : INFO : EPOCH 17 - PROGRESS: at 60.77% examples, 735811 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:46,448 : INFO : EPOCH 17 - PROGRESS: at 61.14% examples, 735800 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:47,459 : INFO : EPOCH 17 - PROGRESS: at 61.50% examples, 735840 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:48,483 : INFO : EPOCH 17 - PROGRESS: at 61.85% examples, 735849 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:49,496 : INFO : EPOCH 17 - PROGRESS: at 62.21% examples, 735850 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:50,502 : INFO : EPOCH 17 - PROGRESS: at 62.58% examples, 735841 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:51,511 : INFO : EPOCH 17 - PROGRESS: at 62.93% examples, 735913 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:52,511 : INFO : EPOCH 17 - PROGRESS: at 63.31% examples, 735909 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:53,515 : INFO : EPOCH 17 - PROGRESS: at 63.67% examples, 735910 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:54,517 : INFO : EPOCH 17 - PROGRESS: at 64.01% examples, 735924 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:55,521 : INFO : EPOCH 17 - PROGRESS: at 64.38% examples, 735923 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:56,525 : INFO : EPOCH 17 - PROGRESS: at 64.72% examples, 735967 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:45:57,526 : INFO : EPOCH 17 - PROGRESS: at 65.08% examples, 736002 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:45:58,535 : INFO : EPOCH 17 - PROGRESS: at 65.45% examples, 735979 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:45:59,540 : INFO : EPOCH 17 - PROGRESS: at 65.82% examples, 736016 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:00,552 : INFO : EPOCH 17 - PROGRESS: at 66.17% examples, 735980 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:01,562 : INFO : EPOCH 17 - PROGRESS: at 66.53% examples, 736024 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:02,566 : INFO : EPOCH 17 - PROGRESS: at 66.89% examples, 736112 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:03,567 : INFO : EPOCH 17 - PROGRESS: at 67.23% examples, 736017 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:04,581 : INFO : EPOCH 17 - PROGRESS: at 67.58% examples, 735964 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:05,583 : INFO : EPOCH 17 - PROGRESS: at 67.98% examples, 736042 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:06,593 : INFO : EPOCH 17 - PROGRESS: at 68.34% examples, 736045 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:07,599 : INFO : EPOCH 17 - PROGRESS: at 68.70% examples, 735967 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:08,606 : INFO : EPOCH 17 - PROGRESS: at 69.08% examples, 735943 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:46:09,607 : INFO : EPOCH 17 - PROGRESS: at 69.46% examples, 735912 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:10,607 : INFO : EPOCH 17 - PROGRESS: at 69.86% examples, 735910 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:11,614 : INFO : EPOCH 17 - PROGRESS: at 70.22% examples, 735891 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:46:12,616 : INFO : EPOCH 17 - PROGRESS: at 70.57% examples, 735934 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:13,625 : INFO : EPOCH 17 - PROGRESS: at 70.91% examples, 735953 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:14,632 : INFO : EPOCH 17 - PROGRESS: at 71.29% examples, 735925 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:15,638 : INFO : EPOCH 17 - PROGRESS: at 71.63% examples, 735958 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:16,643 : INFO : EPOCH 17 - PROGRESS: at 71.98% examples, 735959 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:17,644 : INFO : EPOCH 17 - PROGRESS: at 72.33% examples, 735940 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:18,649 : INFO : EPOCH 17 - PROGRESS: at 72.70% examples, 735820 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:19,653 : INFO : EPOCH 17 - PROGRESS: at 73.04% examples, 735700 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:20,665 : INFO : EPOCH 17 - PROGRESS: at 73.38% examples, 735489 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:21,667 : INFO : EPOCH 17 - PROGRESS: at 73.68% examples, 734874 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:22,673 : INFO : EPOCH 17 - PROGRESS: at 74.03% examples, 734926 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:46:23,687 : INFO : EPOCH 17 - PROGRESS: at 74.40% examples, 734897 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:24,688 : INFO : EPOCH 17 - PROGRESS: at 74.75% examples, 734913 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:25,703 : INFO : EPOCH 17 - PROGRESS: at 75.11% examples, 734900 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:26,709 : INFO : EPOCH 17 - PROGRESS: at 75.45% examples, 734907 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:27,709 : INFO : EPOCH 17 - PROGRESS: at 75.78% examples, 734931 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:28,712 : INFO : EPOCH 17 - PROGRESS: at 76.13% examples, 734982 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:29,722 : INFO : EPOCH 17 - PROGRESS: at 76.49% examples, 734954 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:30,725 : INFO : EPOCH 17 - PROGRESS: at 76.85% examples, 734928 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:31,728 : INFO : EPOCH 17 - PROGRESS: at 77.20% examples, 735042 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:32,743 : INFO : EPOCH 17 - PROGRESS: at 77.58% examples, 735013 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:33,747 : INFO : EPOCH 17 - PROGRESS: at 77.94% examples, 735088 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:34,754 : INFO : EPOCH 17 - PROGRESS: at 78.29% examples, 735049 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:35,758 : INFO : EPOCH 17 - PROGRESS: at 78.63% examples, 735063 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:36,765 : INFO : EPOCH 17 - PROGRESS: at 78.99% examples, 735094 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:37,770 : INFO : EPOCH 17 - PROGRESS: at 79.33% examples, 735116 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:38,785 : INFO : EPOCH 17 - PROGRESS: at 79.72% examples, 735133 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:39,798 : INFO : EPOCH 17 - PROGRESS: at 80.07% examples, 735234 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:40,812 : INFO : EPOCH 17 - PROGRESS: at 80.45% examples, 735246 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:41,817 : INFO : EPOCH 17 - PROGRESS: at 80.81% examples, 735264 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:42,826 : INFO : EPOCH 17 - PROGRESS: at 81.18% examples, 735255 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:43,830 : INFO : EPOCH 17 - PROGRESS: at 81.52% examples, 735283 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:44,830 : INFO : EPOCH 17 - PROGRESS: at 81.89% examples, 735276 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:46:45,838 : INFO : EPOCH 17 - PROGRESS: at 82.25% examples, 735271 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:46,844 : INFO : EPOCH 17 - PROGRESS: at 82.59% examples, 735323 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:47,845 : INFO : EPOCH 17 - PROGRESS: at 82.96% examples, 735293 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:48,866 : INFO : EPOCH 17 - PROGRESS: at 83.35% examples, 735326 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:49,872 : INFO : EPOCH 17 - PROGRESS: at 83.72% examples, 735323 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:50,885 : INFO : EPOCH 17 - PROGRESS: at 84.08% examples, 735304 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:51,888 : INFO : EPOCH 17 - PROGRESS: at 84.41% examples, 735334 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:46:52,914 : INFO : EPOCH 17 - PROGRESS: at 84.77% examples, 735314 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:53,916 : INFO : EPOCH 17 - PROGRESS: at 85.13% examples, 735386 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:54,919 : INFO : EPOCH 17 - PROGRESS: at 85.48% examples, 735392 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:55,934 : INFO : EPOCH 17 - PROGRESS: at 85.83% examples, 735461 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:56,940 : INFO : EPOCH 17 - PROGRESS: at 86.16% examples, 735475 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:57,946 : INFO : EPOCH 17 - PROGRESS: at 86.50% examples, 735490 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:46:58,958 : INFO : EPOCH 17 - PROGRESS: at 86.87% examples, 735464 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:46:59,964 : INFO : EPOCH 17 - PROGRESS: at 87.24% examples, 735508 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:00,972 : INFO : EPOCH 17 - PROGRESS: at 87.62% examples, 735499 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:01,989 : INFO : EPOCH 17 - PROGRESS: at 88.00% examples, 735447 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:02,996 : INFO : EPOCH 17 - PROGRESS: at 88.33% examples, 735488 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:03,997 : INFO : EPOCH 17 - PROGRESS: at 88.72% examples, 735458 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:05,002 : INFO : EPOCH 17 - PROGRESS: at 89.05% examples, 735454 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:06,013 : INFO : EPOCH 17 - PROGRESS: at 89.43% examples, 735463 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:07,017 : INFO : EPOCH 17 - PROGRESS: at 89.79% examples, 735439 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:08,020 : INFO : EPOCH 17 - PROGRESS: at 90.16% examples, 735441 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:09,029 : INFO : EPOCH 17 - PROGRESS: at 90.51% examples, 735419 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:10,030 : INFO : EPOCH 17 - PROGRESS: at 90.87% examples, 735394 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:11,030 : INFO : EPOCH 17 - PROGRESS: at 91.23% examples, 735384 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:12,042 : INFO : EPOCH 17 - PROGRESS: at 91.59% examples, 735335 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:13,044 : INFO : EPOCH 17 - PROGRESS: at 91.96% examples, 735341 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:14,065 : INFO : EPOCH 17 - PROGRESS: at 92.31% examples, 735353 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:15,074 : INFO : EPOCH 17 - PROGRESS: at 92.67% examples, 735370 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:16,082 : INFO : EPOCH 17 - PROGRESS: at 93.03% examples, 735370 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:17,084 : INFO : EPOCH 17 - PROGRESS: at 93.40% examples, 735379 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:18,084 : INFO : EPOCH 17 - PROGRESS: at 93.76% examples, 735410 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:19,090 : INFO : EPOCH 17 - PROGRESS: at 94.11% examples, 735429 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:20,094 : INFO : EPOCH 17 - PROGRESS: at 94.51% examples, 735418 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:21,106 : INFO : EPOCH 17 - PROGRESS: at 94.88% examples, 735422 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:22,119 : INFO : EPOCH 17 - PROGRESS: at 95.23% examples, 735443 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:23,120 : INFO : EPOCH 17 - PROGRESS: at 95.61% examples, 735449 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:24,137 : INFO : EPOCH 17 - PROGRESS: at 95.96% examples, 735441 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:47:25,150 : INFO : EPOCH 17 - PROGRESS: at 96.31% examples, 735491 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:26,151 : INFO : EPOCH 17 - PROGRESS: at 96.69% examples, 735491 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:27,159 : INFO : EPOCH 17 - PROGRESS: at 97.04% examples, 735520 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:28,171 : INFO : EPOCH 17 - PROGRESS: at 97.40% examples, 735530 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:47:29,172 : INFO : EPOCH 17 - PROGRESS: at 97.75% examples, 735539 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:30,178 : INFO : EPOCH 17 - PROGRESS: at 98.11% examples, 735554 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:47:31,179 : INFO : EPOCH 17 - PROGRESS: at 98.47% examples, 735590 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:32,186 : INFO : EPOCH 17 - PROGRESS: at 98.82% examples, 735592 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:33,193 : INFO : EPOCH 17 - PROGRESS: at 99.19% examples, 735593 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:47:34,196 : INFO : EPOCH 17 - PROGRESS: at 99.51% examples, 735663 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:35,208 : INFO : EPOCH 17 - PROGRESS: at 99.87% examples, 735675 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:35,554 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 23:47:35,555 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 23:47:35,570 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 23:47:35,584 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 23:47:35,585 : INFO : EPOCH - 17 : training on 265595784 raw words (206230699 effective words) took 280.3s, 735689 effective words/s
2020-07-23 23:47:36,593 : INFO : EPOCH 18 - PROGRESS: at 0.37% examples, 714349 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:37,595 : INFO : EPOCH 18 - PROGRESS: at 0.73% examples, 723663 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:38,611 : INFO : EPOCH 18 - PROGRESS: at 1.09% examples, 728301 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:39,616 : INFO : EPOCH 18 - PROGRESS: at 1.46% examples, 735042 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:40,621 : INFO : EPOCH 18 - PROGRESS: at 1.81% examples, 736482 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:41,621 : INFO : EPOCH 18 - PROGRESS: at 2.16% examples, 738171 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:42,624 : INFO : EPOCH 18 - PROGRESS: at 2.52% examples, 738444 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:43,627 : INFO : EPOCH 18 - PROGRESS: at 2.88% examples, 736576 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:44,636 : INFO : EPOCH 18 - PROGRESS: at 3.25% examples, 736851 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:45,639 : INFO : EPOCH 18 - PROGRESS: at 3.61% examples, 737214 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:46,648 : INFO : EPOCH 18 - PROGRESS: at 3.98% examples, 736558 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:47,658 : INFO : EPOCH 18 - PROGRESS: at 4.32% examples, 736488 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:48,661 : INFO : EPOCH 18 - PROGRESS: at 4.66% examples, 737586 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:47:49,662 : INFO : EPOCH 18 - PROGRESS: at 5.03% examples, 737462 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:47:50,678 : INFO : EPOCH 18 - PROGRESS: at 5.40% examples, 737591 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:51,678 : INFO : EPOCH 18 - PROGRESS: at 5.75% examples, 738842 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:52,684 : INFO : EPOCH 18 - PROGRESS: at 6.11% examples, 738680 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:53,687 : INFO : EPOCH 18 - PROGRESS: at 6.47% examples, 739177 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:54,695 : INFO : EPOCH 18 - PROGRESS: at 6.84% examples, 739053 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:55,697 : INFO : EPOCH 18 - PROGRESS: at 7.20% examples, 738918 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:56,698 : INFO : EPOCH 18 - PROGRESS: at 7.55% examples, 739221 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:57,698 : INFO : EPOCH 18 - PROGRESS: at 7.90% examples, 739613 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:58,710 : INFO : EPOCH 18 - PROGRESS: at 8.28% examples, 738509 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:47:59,724 : INFO : EPOCH 18 - PROGRESS: at 8.66% examples, 738480 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:48:00,739 : INFO : EPOCH 18 - PROGRESS: at 9.03% examples, 739054 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:01,745 : INFO : EPOCH 18 - PROGRESS: at 9.42% examples, 738933 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:02,748 : INFO : EPOCH 18 - PROGRESS: at 9.77% examples, 739034 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:03,764 : INFO : EPOCH 18 - PROGRESS: at 10.16% examples, 738639 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:04,765 : INFO : EPOCH 18 - PROGRESS: at 10.54% examples, 738728 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:05,768 : INFO : EPOCH 18 - PROGRESS: at 10.91% examples, 738753 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:06,770 : INFO : EPOCH 18 - PROGRESS: at 11.28% examples, 738504 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:48:07,775 : INFO : EPOCH 18 - PROGRESS: at 11.63% examples, 738468 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:08,781 : INFO : EPOCH 18 - PROGRESS: at 11.99% examples, 739103 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:09,785 : INFO : EPOCH 18 - PROGRESS: at 12.32% examples, 739536 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:10,786 : INFO : EPOCH 18 - PROGRESS: at 12.69% examples, 739554 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:11,791 : INFO : EPOCH 18 - PROGRESS: at 13.05% examples, 739357 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:12,792 : INFO : EPOCH 18 - PROGRESS: at 13.43% examples, 739249 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:13,801 : INFO : EPOCH 18 - PROGRESS: at 13.78% examples, 739106 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:14,802 : INFO : EPOCH 18 - PROGRESS: at 14.13% examples, 739198 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:15,803 : INFO : EPOCH 18 - PROGRESS: at 14.45% examples, 739314 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:16,813 : INFO : EPOCH 18 - PROGRESS: at 14.82% examples, 739179 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:48:17,820 : INFO : EPOCH 18 - PROGRESS: at 15.17% examples, 738831 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:18,824 : INFO : EPOCH 18 - PROGRESS: at 15.54% examples, 738669 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:19,829 : INFO : EPOCH 18 - PROGRESS: at 15.89% examples, 738799 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:20,845 : INFO : EPOCH 18 - PROGRESS: at 16.27% examples, 738516 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:21,848 : INFO : EPOCH 18 - PROGRESS: at 16.65% examples, 738521 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:22,861 : INFO : EPOCH 18 - PROGRESS: at 17.01% examples, 738578 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:23,869 : INFO : EPOCH 18 - PROGRESS: at 17.39% examples, 738650 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:48:24,870 : INFO : EPOCH 18 - PROGRESS: at 17.70% examples, 735524 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:25,877 : INFO : EPOCH 18 - PROGRESS: at 17.98% examples, 732308 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:26,888 : INFO : EPOCH 18 - PROGRESS: at 18.26% examples, 729301 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:27,897 : INFO : EPOCH 18 - PROGRESS: at 18.54% examples, 726504 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:28,899 : INFO : EPOCH 18 - PROGRESS: at 18.82% examples, 724104 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:29,906 : INFO : EPOCH 18 - PROGRESS: at 19.12% examples, 721438 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:30,919 : INFO : EPOCH 18 - PROGRESS: at 19.43% examples, 718990 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:31,921 : INFO : EPOCH 18 - PROGRESS: at 19.72% examples, 716860 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:32,921 : INFO : EPOCH 18 - PROGRESS: at 19.99% examples, 714263 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:33,924 : INFO : EPOCH 18 - PROGRESS: at 20.37% examples, 714816 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:34,936 : INFO : EPOCH 18 - PROGRESS: at 20.71% examples, 715140 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:35,954 : INFO : EPOCH 18 - PROGRESS: at 21.07% examples, 715421 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:36,957 : INFO : EPOCH 18 - PROGRESS: at 21.45% examples, 715944 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:37,959 : INFO : EPOCH 18 - PROGRESS: at 21.81% examples, 716271 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:38,967 : INFO : EPOCH 18 - PROGRESS: at 22.16% examples, 716412 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:39,971 : INFO : EPOCH 18 - PROGRESS: at 22.54% examples, 716756 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:40,975 : INFO : EPOCH 18 - PROGRESS: at 22.89% examples, 716996 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:41,976 : INFO : EPOCH 18 - PROGRESS: at 23.25% examples, 717533 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:42,997 : INFO : EPOCH 18 - PROGRESS: at 23.59% examples, 717722 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:43,999 : INFO : EPOCH 18 - PROGRESS: at 23.96% examples, 718125 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:45,002 : INFO : EPOCH 18 - PROGRESS: at 24.33% examples, 718349 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:46,008 : INFO : EPOCH 18 - PROGRESS: at 24.70% examples, 718667 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:48:47,008 : INFO : EPOCH 18 - PROGRESS: at 25.05% examples, 718853 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:48,014 : INFO : EPOCH 18 - PROGRESS: at 25.42% examples, 719245 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:49,024 : INFO : EPOCH 18 - PROGRESS: at 25.80% examples, 719411 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:48:50,038 : INFO : EPOCH 18 - PROGRESS: at 26.18% examples, 719651 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:51,039 : INFO : EPOCH 18 - PROGRESS: at 26.55% examples, 719992 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:48:52,047 : INFO : EPOCH 18 - PROGRESS: at 26.90% examples, 720252 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:48:53,047 : INFO : EPOCH 18 - PROGRESS: at 27.24% examples, 720624 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:54,053 : INFO : EPOCH 18 - PROGRESS: at 27.59% examples, 720745 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:55,057 : INFO : EPOCH 18 - PROGRESS: at 27.94% examples, 720983 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:56,066 : INFO : EPOCH 18 - PROGRESS: at 28.27% examples, 721147 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:57,070 : INFO : EPOCH 18 - PROGRESS: at 28.64% examples, 721587 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:58,071 : INFO : EPOCH 18 - PROGRESS: at 29.00% examples, 721596 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:48:59,073 : INFO : EPOCH 18 - PROGRESS: at 29.36% examples, 721346 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:00,076 : INFO : EPOCH 18 - PROGRESS: at 29.72% examples, 721056 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:49:01,109 : INFO : EPOCH 18 - PROGRESS: at 30.03% examples, 719972 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:02,114 : INFO : EPOCH 18 - PROGRESS: at 30.38% examples, 719375 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:03,121 : INFO : EPOCH 18 - PROGRESS: at 30.72% examples, 719664 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:04,126 : INFO : EPOCH 18 - PROGRESS: at 31.09% examples, 719792 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:05,127 : INFO : EPOCH 18 - PROGRESS: at 31.47% examples, 719855 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:06,136 : INFO : EPOCH 18 - PROGRESS: at 31.85% examples, 720064 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:49:07,140 : INFO : EPOCH 18 - PROGRESS: at 32.22% examples, 720297 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:08,144 : INFO : EPOCH 18 - PROGRESS: at 32.57% examples, 720499 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:09,149 : INFO : EPOCH 18 - PROGRESS: at 32.94% examples, 720809 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:10,152 : INFO : EPOCH 18 - PROGRESS: at 33.31% examples, 721021 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:11,159 : INFO : EPOCH 18 - PROGRESS: at 33.67% examples, 721188 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:12,160 : INFO : EPOCH 18 - PROGRESS: at 34.06% examples, 721327 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:13,167 : INFO : EPOCH 18 - PROGRESS: at 34.41% examples, 721468 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:14,178 : INFO : EPOCH 18 - PROGRESS: at 34.78% examples, 721632 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:15,195 : INFO : EPOCH 18 - PROGRESS: at 35.13% examples, 721823 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:16,198 : INFO : EPOCH 18 - PROGRESS: at 35.49% examples, 722046 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:17,214 : INFO : EPOCH 18 - PROGRESS: at 35.85% examples, 722183 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:18,218 : INFO : EPOCH 18 - PROGRESS: at 36.22% examples, 722309 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:19,226 : INFO : EPOCH 18 - PROGRESS: at 36.58% examples, 722518 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:20,236 : INFO : EPOCH 18 - PROGRESS: at 36.94% examples, 722712 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:21,242 : INFO : EPOCH 18 - PROGRESS: at 37.28% examples, 722867 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:22,243 : INFO : EPOCH 18 - PROGRESS: at 37.63% examples, 722985 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:23,246 : INFO : EPOCH 18 - PROGRESS: at 38.00% examples, 723176 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:49:24,246 : INFO : EPOCH 18 - PROGRESS: at 38.35% examples, 723437 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:49:25,272 : INFO : EPOCH 18 - PROGRESS: at 38.72% examples, 723552 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:26,278 : INFO : EPOCH 18 - PROGRESS: at 39.07% examples, 723674 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:27,290 : INFO : EPOCH 18 - PROGRESS: at 39.40% examples, 723949 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:28,291 : INFO : EPOCH 18 - PROGRESS: at 39.76% examples, 724155 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:49:29,295 : INFO : EPOCH 18 - PROGRESS: at 40.11% examples, 724210 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:30,302 : INFO : EPOCH 18 - PROGRESS: at 40.47% examples, 724391 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:31,303 : INFO : EPOCH 18 - PROGRESS: at 40.82% examples, 724420 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:32,308 : INFO : EPOCH 18 - PROGRESS: at 41.18% examples, 724575 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:33,314 : INFO : EPOCH 18 - PROGRESS: at 41.57% examples, 724736 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:34,316 : INFO : EPOCH 18 - PROGRESS: at 41.94% examples, 724809 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:35,332 : INFO : EPOCH 18 - PROGRESS: at 42.31% examples, 724842 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:36,338 : INFO : EPOCH 18 - PROGRESS: at 42.67% examples, 725047 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:37,350 : INFO : EPOCH 18 - PROGRESS: at 43.02% examples, 725180 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:38,351 : INFO : EPOCH 18 - PROGRESS: at 43.38% examples, 725227 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:39,367 : INFO : EPOCH 18 - PROGRESS: at 43.78% examples, 725264 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:40,381 : INFO : EPOCH 18 - PROGRESS: at 44.13% examples, 725353 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:41,384 : INFO : EPOCH 18 - PROGRESS: at 44.52% examples, 725563 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:42,401 : INFO : EPOCH 18 - PROGRESS: at 44.88% examples, 725638 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:43,408 : INFO : EPOCH 18 - PROGRESS: at 45.23% examples, 725755 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:44,409 : INFO : EPOCH 18 - PROGRESS: at 45.56% examples, 725913 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:45,426 : INFO : EPOCH 18 - PROGRESS: at 45.91% examples, 725974 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:46,429 : INFO : EPOCH 18 - PROGRESS: at 46.25% examples, 726173 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:47,429 : INFO : EPOCH 18 - PROGRESS: at 46.63% examples, 726255 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:48,440 : INFO : EPOCH 18 - PROGRESS: at 46.99% examples, 726388 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:49,450 : INFO : EPOCH 18 - PROGRESS: at 47.36% examples, 726602 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:50,455 : INFO : EPOCH 18 - PROGRESS: at 47.73% examples, 726687 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:51,466 : INFO : EPOCH 18 - PROGRESS: at 48.09% examples, 726746 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:52,479 : INFO : EPOCH 18 - PROGRESS: at 48.45% examples, 726836 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:53,496 : INFO : EPOCH 18 - PROGRESS: at 48.81% examples, 726970 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:54,498 : INFO : EPOCH 18 - PROGRESS: at 49.18% examples, 727127 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:55,502 : INFO : EPOCH 18 - PROGRESS: at 49.53% examples, 727178 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:56,504 : INFO : EPOCH 18 - PROGRESS: at 49.87% examples, 727310 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:57,514 : INFO : EPOCH 18 - PROGRESS: at 50.22% examples, 727379 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:58,528 : INFO : EPOCH 18 - PROGRESS: at 50.57% examples, 727451 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:49:59,536 : INFO : EPOCH 18 - PROGRESS: at 50.93% examples, 727531 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:00,538 : INFO : EPOCH 18 - PROGRESS: at 51.27% examples, 727706 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:01,541 : INFO : EPOCH 18 - PROGRESS: at 51.64% examples, 727870 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:02,550 : INFO : EPOCH 18 - PROGRESS: at 51.99% examples, 727917 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:03,553 : INFO : EPOCH 18 - PROGRESS: at 52.34% examples, 727965 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:04,555 : INFO : EPOCH 18 - PROGRESS: at 52.72% examples, 728003 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:05,563 : INFO : EPOCH 18 - PROGRESS: at 53.05% examples, 728123 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:50:06,570 : INFO : EPOCH 18 - PROGRESS: at 53.40% examples, 728213 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:07,584 : INFO : EPOCH 18 - PROGRESS: at 53.74% examples, 728338 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:08,584 : INFO : EPOCH 18 - PROGRESS: at 54.10% examples, 728419 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:09,586 : INFO : EPOCH 18 - PROGRESS: at 54.45% examples, 728503 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:10,602 : INFO : EPOCH 18 - PROGRESS: at 54.82% examples, 728464 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:11,605 : INFO : EPOCH 18 - PROGRESS: at 55.17% examples, 728542 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:12,615 : INFO : EPOCH 18 - PROGRESS: at 55.53% examples, 728589 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:13,620 : INFO : EPOCH 18 - PROGRESS: at 55.88% examples, 728650 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:14,634 : INFO : EPOCH 18 - PROGRESS: at 56.26% examples, 728745 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:15,636 : INFO : EPOCH 18 - PROGRESS: at 56.62% examples, 728756 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:50:16,642 : INFO : EPOCH 18 - PROGRESS: at 56.95% examples, 728882 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:17,652 : INFO : EPOCH 18 - PROGRESS: at 57.30% examples, 728922 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:18,653 : INFO : EPOCH 18 - PROGRESS: at 57.67% examples, 729009 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:19,663 : INFO : EPOCH 18 - PROGRESS: at 58.04% examples, 729059 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:20,681 : INFO : EPOCH 18 - PROGRESS: at 58.41% examples, 729071 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:21,690 : INFO : EPOCH 18 - PROGRESS: at 58.77% examples, 729146 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:22,696 : INFO : EPOCH 18 - PROGRESS: at 59.11% examples, 729173 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:23,702 : INFO : EPOCH 18 - PROGRESS: at 59.48% examples, 729036 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:24,705 : INFO : EPOCH 18 - PROGRESS: at 59.85% examples, 729069 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:50:25,736 : INFO : EPOCH 18 - PROGRESS: at 60.23% examples, 729056 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:26,750 : INFO : EPOCH 18 - PROGRESS: at 60.58% examples, 729225 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:27,756 : INFO : EPOCH 18 - PROGRESS: at 60.95% examples, 729219 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:28,769 : INFO : EPOCH 18 - PROGRESS: at 61.30% examples, 729287 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:29,783 : INFO : EPOCH 18 - PROGRESS: at 61.66% examples, 729395 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:30,797 : INFO : EPOCH 18 - PROGRESS: at 62.02% examples, 729479 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:50:31,802 : INFO : EPOCH 18 - PROGRESS: at 62.39% examples, 729510 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:32,811 : INFO : EPOCH 18 - PROGRESS: at 62.75% examples, 729563 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:33,826 : INFO : EPOCH 18 - PROGRESS: at 63.11% examples, 729602 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:34,834 : INFO : EPOCH 18 - PROGRESS: at 63.47% examples, 729583 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:35,841 : INFO : EPOCH 18 - PROGRESS: at 63.82% examples, 729612 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:36,842 : INFO : EPOCH 18 - PROGRESS: at 64.19% examples, 729642 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:50:37,850 : INFO : EPOCH 18 - PROGRESS: at 64.52% examples, 729710 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:50:38,853 : INFO : EPOCH 18 - PROGRESS: at 64.89% examples, 729673 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:39,867 : INFO : EPOCH 18 - PROGRESS: at 65.24% examples, 729767 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:40,875 : INFO : EPOCH 18 - PROGRESS: at 65.61% examples, 729783 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:41,906 : INFO : EPOCH 18 - PROGRESS: at 65.98% examples, 729811 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:42,930 : INFO : EPOCH 18 - PROGRESS: at 66.36% examples, 729869 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:43,942 : INFO : EPOCH 18 - PROGRESS: at 66.71% examples, 730032 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:50:44,949 : INFO : EPOCH 18 - PROGRESS: at 67.07% examples, 730077 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:45,955 : INFO : EPOCH 18 - PROGRESS: at 67.42% examples, 730181 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:46,964 : INFO : EPOCH 18 - PROGRESS: at 67.79% examples, 730171 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:47,967 : INFO : EPOCH 18 - PROGRESS: at 68.17% examples, 730242 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:48,969 : INFO : EPOCH 18 - PROGRESS: at 68.54% examples, 730299 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:49,970 : INFO : EPOCH 18 - PROGRESS: at 68.92% examples, 730352 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:50,976 : INFO : EPOCH 18 - PROGRESS: at 69.30% examples, 730355 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:51,977 : INFO : EPOCH 18 - PROGRESS: at 69.68% examples, 730380 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:50:52,980 : INFO : EPOCH 18 - PROGRESS: at 70.06% examples, 730424 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:53,984 : INFO : EPOCH 18 - PROGRESS: at 70.43% examples, 730436 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:54,986 : INFO : EPOCH 18 - PROGRESS: at 70.76% examples, 730544 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:56,007 : INFO : EPOCH 18 - PROGRESS: at 71.14% examples, 730542 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:57,012 : INFO : EPOCH 18 - PROGRESS: at 71.48% examples, 730435 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:58,018 : INFO : EPOCH 18 - PROGRESS: at 71.81% examples, 730377 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:50:59,019 : INFO : EPOCH 18 - PROGRESS: at 72.13% examples, 730229 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:00,022 : INFO : EPOCH 18 - PROGRESS: at 72.49% examples, 730035 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:01,035 : INFO : EPOCH 18 - PROGRESS: at 72.83% examples, 729899 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:02,053 : INFO : EPOCH 18 - PROGRESS: at 73.17% examples, 729772 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:03,053 : INFO : EPOCH 18 - PROGRESS: at 73.53% examples, 729679 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:04,061 : INFO : EPOCH 18 - PROGRESS: at 73.88% examples, 729511 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:05,071 : INFO : EPOCH 18 - PROGRESS: at 74.22% examples, 729355 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:06,081 : INFO : EPOCH 18 - PROGRESS: at 74.55% examples, 729206 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:07,087 : INFO : EPOCH 18 - PROGRESS: at 74.90% examples, 729101 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:08,091 : INFO : EPOCH 18 - PROGRESS: at 75.22% examples, 729023 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:09,091 : INFO : EPOCH 18 - PROGRESS: at 75.54% examples, 728914 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:51:10,094 : INFO : EPOCH 18 - PROGRESS: at 75.87% examples, 728746 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:11,098 : INFO : EPOCH 18 - PROGRESS: at 76.21% examples, 728676 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:12,118 : INFO : EPOCH 18 - PROGRESS: at 76.56% examples, 728512 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:13,129 : INFO : EPOCH 18 - PROGRESS: at 76.91% examples, 728452 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:14,134 : INFO : EPOCH 18 - PROGRESS: at 77.23% examples, 728355 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:15,138 : INFO : EPOCH 18 - PROGRESS: at 77.60% examples, 728243 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:16,147 : INFO : EPOCH 18 - PROGRESS: at 77.94% examples, 728170 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:17,148 : INFO : EPOCH 18 - PROGRESS: at 78.27% examples, 728036 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:18,158 : INFO : EPOCH 18 - PROGRESS: at 78.60% examples, 727949 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:19,161 : INFO : EPOCH 18 - PROGRESS: at 78.94% examples, 727851 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:20,175 : INFO : EPOCH 18 - PROGRESS: at 79.27% examples, 727779 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:21,180 : INFO : EPOCH 18 - PROGRESS: at 79.63% examples, 727713 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:22,187 : INFO : EPOCH 18 - PROGRESS: at 79.98% examples, 727608 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:23,190 : INFO : EPOCH 18 - PROGRESS: at 80.33% examples, 727535 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:24,196 : INFO : EPOCH 18 - PROGRESS: at 80.67% examples, 727475 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:51:25,216 : INFO : EPOCH 18 - PROGRESS: at 81.03% examples, 727350 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:26,218 : INFO : EPOCH 18 - PROGRESS: at 81.36% examples, 727315 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:51:27,234 : INFO : EPOCH 18 - PROGRESS: at 81.72% examples, 727195 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:51:28,243 : INFO : EPOCH 18 - PROGRESS: at 82.08% examples, 727072 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:29,248 : INFO : EPOCH 18 - PROGRESS: at 82.41% examples, 727032 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:30,256 : INFO : EPOCH 18 - PROGRESS: at 82.73% examples, 726935 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:31,260 : INFO : EPOCH 18 - PROGRESS: at 83.09% examples, 726884 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:32,263 : INFO : EPOCH 18 - PROGRESS: at 83.46% examples, 726748 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:51:33,269 : INFO : EPOCH 18 - PROGRESS: at 83.80% examples, 726600 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:34,279 : INFO : EPOCH 18 - PROGRESS: at 84.15% examples, 726491 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:35,287 : INFO : EPOCH 18 - PROGRESS: at 84.46% examples, 726426 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:36,295 : INFO : EPOCH 18 - PROGRESS: at 84.80% examples, 726303 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:37,306 : INFO : EPOCH 18 - PROGRESS: at 85.15% examples, 726241 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:38,308 : INFO : EPOCH 18 - PROGRESS: at 85.49% examples, 726196 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:39,315 : INFO : EPOCH 18 - PROGRESS: at 85.80% examples, 726034 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:40,315 : INFO : EPOCH 18 - PROGRESS: at 86.10% examples, 725888 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:41,323 : INFO : EPOCH 18 - PROGRESS: at 86.40% examples, 725503 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:42,328 : INFO : EPOCH 18 - PROGRESS: at 86.72% examples, 725168 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:43,332 : INFO : EPOCH 18 - PROGRESS: at 87.06% examples, 725092 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:44,336 : INFO : EPOCH 18 - PROGRESS: at 87.42% examples, 725033 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:45,337 : INFO : EPOCH 18 - PROGRESS: at 87.80% examples, 724922 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:46,341 : INFO : EPOCH 18 - PROGRESS: at 88.15% examples, 724915 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:47,345 : INFO : EPOCH 18 - PROGRESS: at 88.48% examples, 724816 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:48,356 : INFO : EPOCH 18 - PROGRESS: at 88.84% examples, 724765 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:49,357 : INFO : EPOCH 18 - PROGRESS: at 89.19% examples, 724752 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:50,359 : INFO : EPOCH 18 - PROGRESS: at 89.53% examples, 724733 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:51:51,361 : INFO : EPOCH 18 - PROGRESS: at 89.87% examples, 724702 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:52,363 : INFO : EPOCH 18 - PROGRESS: at 90.25% examples, 724632 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:53,364 : INFO : EPOCH 18 - PROGRESS: at 90.57% examples, 724562 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:54,376 : INFO : EPOCH 18 - PROGRESS: at 90.94% examples, 724511 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:55,379 : INFO : EPOCH 18 - PROGRESS: at 91.29% examples, 724456 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:56,384 : INFO : EPOCH 18 - PROGRESS: at 91.64% examples, 724392 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:57,396 : INFO : EPOCH 18 - PROGRESS: at 91.99% examples, 724265 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:58,398 : INFO : EPOCH 18 - PROGRESS: at 92.32% examples, 724241 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:51:59,404 : INFO : EPOCH 18 - PROGRESS: at 92.66% examples, 724141 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:52:00,408 : INFO : EPOCH 18 - PROGRESS: at 92.95% examples, 723680 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:01,426 : INFO : EPOCH 18 - PROGRESS: at 93.28% examples, 723461 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:02,444 : INFO : EPOCH 18 - PROGRESS: at 93.63% examples, 723437 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:03,447 : INFO : EPOCH 18 - PROGRESS: at 94.00% examples, 723391 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:04,463 : INFO : EPOCH 18 - PROGRESS: at 94.35% examples, 723353 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:05,470 : INFO : EPOCH 18 - PROGRESS: at 94.72% examples, 723250 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:06,473 : INFO : EPOCH 18 - PROGRESS: at 95.07% examples, 723295 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:07,475 : INFO : EPOCH 18 - PROGRESS: at 95.44% examples, 723358 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:08,483 : INFO : EPOCH 18 - PROGRESS: at 95.81% examples, 723472 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:09,487 : INFO : EPOCH 18 - PROGRESS: at 96.15% examples, 723505 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:10,507 : INFO : EPOCH 18 - PROGRESS: at 96.54% examples, 723546 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:11,508 : INFO : EPOCH 18 - PROGRESS: at 96.89% examples, 723617 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:12,528 : INFO : EPOCH 18 - PROGRESS: at 97.24% examples, 723635 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:13,549 : INFO : EPOCH 18 - PROGRESS: at 97.61% examples, 723675 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:14,564 : INFO : EPOCH 18 - PROGRESS: at 97.95% examples, 723778 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:15,571 : INFO : EPOCH 18 - PROGRESS: at 98.32% examples, 723837 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:16,574 : INFO : EPOCH 18 - PROGRESS: at 98.68% examples, 723919 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:17,576 : INFO : EPOCH 18 - PROGRESS: at 99.04% examples, 723946 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:18,589 : INFO : EPOCH 18 - PROGRESS: at 99.39% examples, 724047 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:19,604 : INFO : EPOCH 18 - PROGRESS: at 99.71% examples, 724088 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:52:20,348 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 23:52:20,369 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 23:52:20,370 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 23:52:20,379 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 23:52:20,380 : INFO : EPOCH - 18 : training on 265595784 raw words (206235746 effective words) took 284.8s, 724164 effective words/s
2020-07-23 23:52:21,386 : INFO : EPOCH 19 - PROGRESS: at 0.37% examples, 715222 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:22,391 : INFO : EPOCH 19 - PROGRESS: at 0.73% examples, 719977 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:23,401 : INFO : EPOCH 19 - PROGRESS: at 1.09% examples, 729483 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:24,402 : INFO : EPOCH 19 - PROGRESS: at 1.45% examples, 735460 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:52:25,405 : INFO : EPOCH 19 - PROGRESS: at 1.81% examples, 738023 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:26,407 : INFO : EPOCH 19 - PROGRESS: at 2.16% examples, 739248 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:27,417 : INFO : EPOCH 19 - PROGRESS: at 2.52% examples, 740889 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:28,422 : INFO : EPOCH 19 - PROGRESS: at 2.89% examples, 739527 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:29,428 : INFO : EPOCH 19 - PROGRESS: at 3.25% examples, 739541 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:30,435 : INFO : EPOCH 19 - PROGRESS: at 3.55% examples, 725158 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:31,452 : INFO : EPOCH 19 - PROGRESS: at 3.83% examples, 711792 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:32,457 : INFO : EPOCH 19 - PROGRESS: at 4.11% examples, 700121 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:52:33,461 : INFO : EPOCH 19 - PROGRESS: at 4.37% examples, 690714 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:34,463 : INFO : EPOCH 19 - PROGRESS: at 4.65% examples, 683680 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:35,466 : INFO : EPOCH 19 - PROGRESS: at 4.98% examples, 683086 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:36,480 : INFO : EPOCH 19 - PROGRESS: at 5.36% examples, 686519 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:37,480 : INFO : EPOCH 19 - PROGRESS: at 5.71% examples, 690112 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:38,486 : INFO : EPOCH 19 - PROGRESS: at 6.07% examples, 692927 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:39,486 : INFO : EPOCH 19 - PROGRESS: at 6.42% examples, 695756 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:52:40,488 : INFO : EPOCH 19 - PROGRESS: at 6.81% examples, 698493 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:41,489 : INFO : EPOCH 19 - PROGRESS: at 7.16% examples, 700036 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:52:42,503 : INFO : EPOCH 19 - PROGRESS: at 7.51% examples, 701812 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:43,505 : INFO : EPOCH 19 - PROGRESS: at 7.85% examples, 703427 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:44,508 : INFO : EPOCH 19 - PROGRESS: at 8.24% examples, 704865 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:45,510 : INFO : EPOCH 19 - PROGRESS: at 8.62% examples, 706179 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:46,516 : INFO : EPOCH 19 - PROGRESS: at 8.99% examples, 707824 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:47,517 : INFO : EPOCH 19 - PROGRESS: at 9.37% examples, 708898 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:48,522 : INFO : EPOCH 19 - PROGRESS: at 9.72% examples, 709822 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:49,524 : INFO : EPOCH 19 - PROGRESS: at 10.11% examples, 710741 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:50,534 : INFO : EPOCH 19 - PROGRESS: at 10.48% examples, 711427 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:51,541 : INFO : EPOCH 19 - PROGRESS: at 10.87% examples, 712280 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:52,548 : INFO : EPOCH 19 - PROGRESS: at 11.23% examples, 713068 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:53,553 : INFO : EPOCH 19 - PROGRESS: at 11.58% examples, 713646 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:54,555 : INFO : EPOCH 19 - PROGRESS: at 11.95% examples, 714832 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:55,564 : INFO : EPOCH 19 - PROGRESS: at 12.28% examples, 715961 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:56,582 : INFO : EPOCH 19 - PROGRESS: at 12.65% examples, 716451 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:57,585 : INFO : EPOCH 19 - PROGRESS: at 13.01% examples, 716830 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:52:58,595 : INFO : EPOCH 19 - PROGRESS: at 13.39% examples, 717615 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:52:59,609 : INFO : EPOCH 19 - PROGRESS: at 13.75% examples, 717907 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:00,611 : INFO : EPOCH 19 - PROGRESS: at 14.09% examples, 718668 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:01,624 : INFO : EPOCH 19 - PROGRESS: at 14.43% examples, 719093 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:02,625 : INFO : EPOCH 19 - PROGRESS: at 14.79% examples, 719629 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:03,630 : INFO : EPOCH 19 - PROGRESS: at 15.15% examples, 720056 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:04,631 : INFO : EPOCH 19 - PROGRESS: at 15.51% examples, 720436 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:53:05,649 : INFO : EPOCH 19 - PROGRESS: at 15.86% examples, 721110 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:06,652 : INFO : EPOCH 19 - PROGRESS: at 16.25% examples, 721532 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:53:07,655 : INFO : EPOCH 19 - PROGRESS: at 16.62% examples, 721567 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:08,658 : INFO : EPOCH 19 - PROGRESS: at 16.99% examples, 722294 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:09,661 : INFO : EPOCH 19 - PROGRESS: at 17.37% examples, 722555 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:10,673 : INFO : EPOCH 19 - PROGRESS: at 17.75% examples, 722771 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:11,680 : INFO : EPOCH 19 - PROGRESS: at 18.12% examples, 723192 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:12,688 : INFO : EPOCH 19 - PROGRESS: at 18.47% examples, 723607 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:13,692 : INFO : EPOCH 19 - PROGRESS: at 18.82% examples, 724079 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:14,705 : INFO : EPOCH 19 - PROGRESS: at 19.21% examples, 724282 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:15,730 : INFO : EPOCH 19 - PROGRESS: at 19.59% examples, 724424 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:53:16,736 : INFO : EPOCH 19 - PROGRESS: at 19.94% examples, 724837 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:17,749 : INFO : EPOCH 19 - PROGRESS: at 20.32% examples, 725002 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:18,764 : INFO : EPOCH 19 - PROGRESS: at 20.66% examples, 725309 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:19,777 : INFO : EPOCH 19 - PROGRESS: at 21.03% examples, 725525 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:20,790 : INFO : EPOCH 19 - PROGRESS: at 21.41% examples, 725682 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:21,807 : INFO : EPOCH 19 - PROGRESS: at 21.77% examples, 726050 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:22,811 : INFO : EPOCH 19 - PROGRESS: at 22.13% examples, 726236 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:23,820 : INFO : EPOCH 19 - PROGRESS: at 22.50% examples, 726355 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:24,828 : INFO : EPOCH 19 - PROGRESS: at 22.87% examples, 726783 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:25,830 : INFO : EPOCH 19 - PROGRESS: at 23.23% examples, 727065 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:26,837 : INFO : EPOCH 19 - PROGRESS: at 23.56% examples, 727225 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:27,846 : INFO : EPOCH 19 - PROGRESS: at 23.93% examples, 727407 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:53:28,849 : INFO : EPOCH 19 - PROGRESS: at 24.32% examples, 727441 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:29,876 : INFO : EPOCH 19 - PROGRESS: at 24.68% examples, 727521 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:30,882 : INFO : EPOCH 19 - PROGRESS: at 25.04% examples, 727742 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:31,902 : INFO : EPOCH 19 - PROGRESS: at 25.41% examples, 728009 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:32,907 : INFO : EPOCH 19 - PROGRESS: at 25.79% examples, 728200 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:33,915 : INFO : EPOCH 19 - PROGRESS: at 26.17% examples, 728328 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:53:34,922 : INFO : EPOCH 19 - PROGRESS: at 26.54% examples, 728461 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:35,935 : INFO : EPOCH 19 - PROGRESS: at 26.89% examples, 728615 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:36,937 : INFO : EPOCH 19 - PROGRESS: at 27.23% examples, 728911 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:37,937 : INFO : EPOCH 19 - PROGRESS: at 27.59% examples, 728987 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:38,943 : INFO : EPOCH 19 - PROGRESS: at 27.94% examples, 729082 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:39,947 : INFO : EPOCH 19 - PROGRESS: at 28.27% examples, 729396 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:40,947 : INFO : EPOCH 19 - PROGRESS: at 28.64% examples, 729674 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:41,949 : INFO : EPOCH 19 - PROGRESS: at 29.01% examples, 729847 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:42,970 : INFO : EPOCH 19 - PROGRESS: at 29.39% examples, 729899 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:43,973 : INFO : EPOCH 19 - PROGRESS: at 29.77% examples, 730049 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:44,980 : INFO : EPOCH 19 - PROGRESS: at 30.13% examples, 730152 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:45,980 : INFO : EPOCH 19 - PROGRESS: at 30.49% examples, 730351 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:46,983 : INFO : EPOCH 19 - PROGRESS: at 30.85% examples, 730367 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:48,000 : INFO : EPOCH 19 - PROGRESS: at 31.24% examples, 730334 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:49,004 : INFO : EPOCH 19 - PROGRESS: at 31.60% examples, 730495 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:50,006 : INFO : EPOCH 19 - PROGRESS: at 31.99% examples, 730584 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:51,008 : INFO : EPOCH 19 - PROGRESS: at 32.35% examples, 730706 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:52,017 : INFO : EPOCH 19 - PROGRESS: at 32.72% examples, 730795 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:53,046 : INFO : EPOCH 19 - PROGRESS: at 33.07% examples, 730761 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:54,053 : INFO : EPOCH 19 - PROGRESS: at 33.45% examples, 730998 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:55,062 : INFO : EPOCH 19 - PROGRESS: at 33.83% examples, 731101 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:56,075 : INFO : EPOCH 19 - PROGRESS: at 34.21% examples, 731121 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:57,083 : INFO : EPOCH 19 - PROGRESS: at 34.57% examples, 731134 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:58,084 : INFO : EPOCH 19 - PROGRESS: at 34.92% examples, 731309 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:53:59,093 : INFO : EPOCH 19 - PROGRESS: at 35.28% examples, 731314 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:00,108 : INFO : EPOCH 19 - PROGRESS: at 35.65% examples, 731335 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:01,110 : INFO : EPOCH 19 - PROGRESS: at 36.00% examples, 731487 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:02,119 : INFO : EPOCH 19 - PROGRESS: at 36.35% examples, 731453 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:54:03,122 : INFO : EPOCH 19 - PROGRESS: at 36.72% examples, 731490 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:04,127 : INFO : EPOCH 19 - PROGRESS: at 37.07% examples, 731665 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:05,135 : INFO : EPOCH 19 - PROGRESS: at 37.43% examples, 731768 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:06,143 : INFO : EPOCH 19 - PROGRESS: at 37.79% examples, 731900 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:07,148 : INFO : EPOCH 19 - PROGRESS: at 38.12% examples, 732052 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:08,148 : INFO : EPOCH 19 - PROGRESS: at 38.50% examples, 732073 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:09,158 : INFO : EPOCH 19 - PROGRESS: at 38.86% examples, 732166 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:10,158 : INFO : EPOCH 19 - PROGRESS: at 39.21% examples, 732303 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:11,167 : INFO : EPOCH 19 - PROGRESS: at 39.55% examples, 732442 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:12,171 : INFO : EPOCH 19 - PROGRESS: at 39.89% examples, 732573 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:13,175 : INFO : EPOCH 19 - PROGRESS: at 40.25% examples, 732672 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:14,177 : INFO : EPOCH 19 - PROGRESS: at 40.60% examples, 732655 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:15,180 : INFO : EPOCH 19 - PROGRESS: at 40.96% examples, 732819 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:16,190 : INFO : EPOCH 19 - PROGRESS: at 41.32% examples, 732861 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:17,193 : INFO : EPOCH 19 - PROGRESS: at 41.73% examples, 732892 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:54:18,207 : INFO : EPOCH 19 - PROGRESS: at 42.09% examples, 732777 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:19,213 : INFO : EPOCH 19 - PROGRESS: at 42.44% examples, 732537 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:20,214 : INFO : EPOCH 19 - PROGRESS: at 42.78% examples, 732343 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:21,225 : INFO : EPOCH 19 - PROGRESS: at 43.07% examples, 731631 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:22,239 : INFO : EPOCH 19 - PROGRESS: at 43.42% examples, 731211 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:23,246 : INFO : EPOCH 19 - PROGRESS: at 43.81% examples, 731202 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:24,259 : INFO : EPOCH 19 - PROGRESS: at 44.16% examples, 731235 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:25,261 : INFO : EPOCH 19 - PROGRESS: at 44.54% examples, 731293 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:26,262 : INFO : EPOCH 19 - PROGRESS: at 44.90% examples, 731364 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:27,269 : INFO : EPOCH 19 - PROGRESS: at 45.26% examples, 731571 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:28,276 : INFO : EPOCH 19 - PROGRESS: at 45.60% examples, 731737 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:54:29,304 : INFO : EPOCH 19 - PROGRESS: at 45.95% examples, 731754 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:30,307 : INFO : EPOCH 19 - PROGRESS: at 46.29% examples, 731890 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:31,320 : INFO : EPOCH 19 - PROGRESS: at 46.67% examples, 731847 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:32,321 : INFO : EPOCH 19 - PROGRESS: at 47.03% examples, 732091 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:33,332 : INFO : EPOCH 19 - PROGRESS: at 47.39% examples, 732140 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:34,338 : INFO : EPOCH 19 - PROGRESS: at 47.77% examples, 732132 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:35,348 : INFO : EPOCH 19 - PROGRESS: at 48.13% examples, 732267 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:36,356 : INFO : EPOCH 19 - PROGRESS: at 48.50% examples, 732312 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:54:37,372 : INFO : EPOCH 19 - PROGRESS: at 48.84% examples, 732327 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:38,379 : INFO : EPOCH 19 - PROGRESS: at 49.22% examples, 732481 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:39,384 : INFO : EPOCH 19 - PROGRESS: at 49.56% examples, 732645 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:40,385 : INFO : EPOCH 19 - PROGRESS: at 49.91% examples, 732679 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:41,399 : INFO : EPOCH 19 - PROGRESS: at 50.26% examples, 732715 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:42,400 : INFO : EPOCH 19 - PROGRESS: at 50.61% examples, 732776 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:54:43,418 : INFO : EPOCH 19 - PROGRESS: at 50.97% examples, 732758 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:44,423 : INFO : EPOCH 19 - PROGRESS: at 51.31% examples, 732827 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:45,437 : INFO : EPOCH 19 - PROGRESS: at 51.67% examples, 732924 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:46,443 : INFO : EPOCH 19 - PROGRESS: at 52.04% examples, 733026 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:47,452 : INFO : EPOCH 19 - PROGRESS: at 52.39% examples, 733033 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:48,455 : INFO : EPOCH 19 - PROGRESS: at 52.76% examples, 732988 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:49,456 : INFO : EPOCH 19 - PROGRESS: at 53.09% examples, 733133 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:50,463 : INFO : EPOCH 19 - PROGRESS: at 53.44% examples, 733145 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:51,469 : INFO : EPOCH 19 - PROGRESS: at 53.78% examples, 733205 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:52,477 : INFO : EPOCH 19 - PROGRESS: at 54.15% examples, 733246 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:53,483 : INFO : EPOCH 19 - PROGRESS: at 54.50% examples, 733311 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:54,488 : INFO : EPOCH 19 - PROGRESS: at 54.86% examples, 733279 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:55,494 : INFO : EPOCH 19 - PROGRESS: at 55.22% examples, 733409 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:56,523 : INFO : EPOCH 19 - PROGRESS: at 55.58% examples, 733364 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:57,536 : INFO : EPOCH 19 - PROGRESS: at 55.93% examples, 733443 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:58,539 : INFO : EPOCH 19 - PROGRESS: at 56.31% examples, 733477 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:54:59,543 : INFO : EPOCH 19 - PROGRESS: at 56.67% examples, 733554 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:00,545 : INFO : EPOCH 19 - PROGRESS: at 57.02% examples, 733580 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:01,558 : INFO : EPOCH 19 - PROGRESS: at 57.34% examples, 733647 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:02,563 : INFO : EPOCH 19 - PROGRESS: at 57.72% examples, 733675 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:03,569 : INFO : EPOCH 19 - PROGRESS: at 58.09% examples, 733704 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:04,572 : INFO : EPOCH 19 - PROGRESS: at 58.45% examples, 733726 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:05,575 : INFO : EPOCH 19 - PROGRESS: at 58.82% examples, 733744 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:06,583 : INFO : EPOCH 19 - PROGRESS: at 59.16% examples, 733752 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:07,590 : INFO : EPOCH 19 - PROGRESS: at 59.54% examples, 733803 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:08,591 : INFO : EPOCH 19 - PROGRESS: at 59.91% examples, 733810 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:09,592 : INFO : EPOCH 19 - PROGRESS: at 60.28% examples, 733846 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:10,606 : INFO : EPOCH 19 - PROGRESS: at 60.62% examples, 733818 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:11,623 : INFO : EPOCH 19 - PROGRESS: at 60.99% examples, 733811 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:12,640 : INFO : EPOCH 19 - PROGRESS: at 61.35% examples, 733881 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:13,648 : INFO : EPOCH 19 - PROGRESS: at 61.71% examples, 733933 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:14,659 : INFO : EPOCH 19 - PROGRESS: at 62.06% examples, 733969 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:15,664 : INFO : EPOCH 19 - PROGRESS: at 62.44% examples, 733997 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:16,665 : INFO : EPOCH 19 - PROGRESS: at 62.80% examples, 734049 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:17,682 : INFO : EPOCH 19 - PROGRESS: at 63.17% examples, 734058 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:18,690 : INFO : EPOCH 19 - PROGRESS: at 63.52% examples, 734086 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:19,702 : INFO : EPOCH 19 - PROGRESS: at 63.87% examples, 734119 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:20,708 : INFO : EPOCH 19 - PROGRESS: at 64.25% examples, 734152 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:21,712 : INFO : EPOCH 19 - PROGRESS: at 64.59% examples, 734169 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:22,728 : INFO : EPOCH 19 - PROGRESS: at 64.96% examples, 734201 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:23,735 : INFO : EPOCH 19 - PROGRESS: at 65.32% examples, 734249 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:24,740 : INFO : EPOCH 19 - PROGRESS: at 65.68% examples, 734254 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:25,748 : INFO : EPOCH 19 - PROGRESS: at 66.04% examples, 734276 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:26,750 : INFO : EPOCH 19 - PROGRESS: at 66.41% examples, 734326 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:55:27,752 : INFO : EPOCH 19 - PROGRESS: at 66.76% examples, 734471 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:28,765 : INFO : EPOCH 19 - PROGRESS: at 67.11% examples, 734491 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:29,767 : INFO : EPOCH 19 - PROGRESS: at 67.47% examples, 734536 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:30,770 : INFO : EPOCH 19 - PROGRESS: at 67.85% examples, 734517 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:31,771 : INFO : EPOCH 19 - PROGRESS: at 68.22% examples, 734610 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:32,782 : INFO : EPOCH 19 - PROGRESS: at 68.59% examples, 734585 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:33,782 : INFO : EPOCH 19 - PROGRESS: at 68.97% examples, 734631 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:55:34,792 : INFO : EPOCH 19 - PROGRESS: at 69.36% examples, 734652 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:35,798 : INFO : EPOCH 19 - PROGRESS: at 69.75% examples, 734608 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:55:36,809 : INFO : EPOCH 19 - PROGRESS: at 70.12% examples, 734646 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:37,839 : INFO : EPOCH 19 - PROGRESS: at 70.49% examples, 734632 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:38,845 : INFO : EPOCH 19 - PROGRESS: at 70.82% examples, 734716 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:39,856 : INFO : EPOCH 19 - PROGRESS: at 71.20% examples, 734671 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:55:40,867 : INFO : EPOCH 19 - PROGRESS: at 71.56% examples, 734759 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:41,876 : INFO : EPOCH 19 - PROGRESS: at 71.90% examples, 734776 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:42,883 : INFO : EPOCH 19 - PROGRESS: at 72.25% examples, 734761 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:43,890 : INFO : EPOCH 19 - PROGRESS: at 72.63% examples, 734806 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:44,906 : INFO : EPOCH 19 - PROGRESS: at 73.00% examples, 734808 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:45,909 : INFO : EPOCH 19 - PROGRESS: at 73.35% examples, 734876 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:55:46,928 : INFO : EPOCH 19 - PROGRESS: at 73.73% examples, 734842 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:47,928 : INFO : EPOCH 19 - PROGRESS: at 74.08% examples, 734914 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:48,939 : INFO : EPOCH 19 - PROGRESS: at 74.45% examples, 734949 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:49,951 : INFO : EPOCH 19 - PROGRESS: at 74.80% examples, 734967 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:55:50,960 : INFO : EPOCH 19 - PROGRESS: at 75.16% examples, 735034 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:51,961 : INFO : EPOCH 19 - PROGRESS: at 75.50% examples, 735105 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:52,969 : INFO : EPOCH 19 - PROGRESS: at 75.84% examples, 735084 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:53,977 : INFO : EPOCH 19 - PROGRESS: at 76.19% examples, 735104 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:54,985 : INFO : EPOCH 19 - PROGRESS: at 76.56% examples, 735086 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:55,987 : INFO : EPOCH 19 - PROGRESS: at 76.92% examples, 735126 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:56,992 : INFO : EPOCH 19 - PROGRESS: at 77.26% examples, 735160 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:57,999 : INFO : EPOCH 19 - PROGRESS: at 77.64% examples, 735104 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:55:59,001 : INFO : EPOCH 19 - PROGRESS: at 77.99% examples, 735132 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:00,001 : INFO : EPOCH 19 - PROGRESS: at 78.34% examples, 735156 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:01,001 : INFO : EPOCH 19 - PROGRESS: at 78.68% examples, 735192 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:02,002 : INFO : EPOCH 19 - PROGRESS: at 79.03% examples, 735209 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:03,004 : INFO : EPOCH 19 - PROGRESS: at 79.37% examples, 735202 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:04,011 : INFO : EPOCH 19 - PROGRESS: at 79.75% examples, 735213 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:05,019 : INFO : EPOCH 19 - PROGRESS: at 80.11% examples, 735303 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:06,019 : INFO : EPOCH 19 - PROGRESS: at 80.49% examples, 735318 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:07,025 : INFO : EPOCH 19 - PROGRESS: at 80.85% examples, 735402 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:08,030 : INFO : EPOCH 19 - PROGRESS: at 81.22% examples, 735387 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:09,039 : INFO : EPOCH 19 - PROGRESS: at 81.56% examples, 735417 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:10,042 : INFO : EPOCH 19 - PROGRESS: at 81.94% examples, 735378 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:11,043 : INFO : EPOCH 19 - PROGRESS: at 82.30% examples, 735412 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:12,044 : INFO : EPOCH 19 - PROGRESS: at 82.63% examples, 735417 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:13,054 : INFO : EPOCH 19 - PROGRESS: at 82.99% examples, 735451 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:56:14,064 : INFO : EPOCH 19 - PROGRESS: at 83.40% examples, 735462 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:15,069 : INFO : EPOCH 19 - PROGRESS: at 83.76% examples, 735452 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:56:16,085 : INFO : EPOCH 19 - PROGRESS: at 84.12% examples, 735446 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:17,088 : INFO : EPOCH 19 - PROGRESS: at 84.45% examples, 735523 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:18,107 : INFO : EPOCH 19 - PROGRESS: at 84.81% examples, 735499 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:19,108 : INFO : EPOCH 19 - PROGRESS: at 85.17% examples, 735548 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:20,114 : INFO : EPOCH 19 - PROGRESS: at 85.53% examples, 735583 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:21,116 : INFO : EPOCH 19 - PROGRESS: at 85.86% examples, 735634 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:22,121 : INFO : EPOCH 19 - PROGRESS: at 86.20% examples, 735643 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:23,132 : INFO : EPOCH 19 - PROGRESS: at 86.55% examples, 735677 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:24,132 : INFO : EPOCH 19 - PROGRESS: at 86.91% examples, 735674 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:25,136 : INFO : EPOCH 19 - PROGRESS: at 87.28% examples, 735699 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:26,145 : INFO : EPOCH 19 - PROGRESS: at 87.67% examples, 735714 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:27,171 : INFO : EPOCH 19 - PROGRESS: at 88.04% examples, 735657 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:28,175 : INFO : EPOCH 19 - PROGRESS: at 88.37% examples, 735700 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:29,188 : INFO : EPOCH 19 - PROGRESS: at 88.77% examples, 735699 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:30,192 : INFO : EPOCH 19 - PROGRESS: at 89.12% examples, 735682 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:31,193 : INFO : EPOCH 19 - PROGRESS: at 89.47% examples, 735720 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:32,212 : INFO : EPOCH 19 - PROGRESS: at 89.83% examples, 735749 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:33,213 : INFO : EPOCH 19 - PROGRESS: at 90.22% examples, 735758 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:34,218 : INFO : EPOCH 19 - PROGRESS: at 90.57% examples, 735737 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:35,220 : INFO : EPOCH 19 - PROGRESS: at 90.94% examples, 735759 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:36,220 : INFO : EPOCH 19 - PROGRESS: at 91.30% examples, 735761 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:56:37,228 : INFO : EPOCH 19 - PROGRESS: at 91.67% examples, 735769 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:38,231 : INFO : EPOCH 19 - PROGRESS: at 92.03% examples, 735745 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:39,241 : INFO : EPOCH 19 - PROGRESS: at 92.37% examples, 735779 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:40,257 : INFO : EPOCH 19 - PROGRESS: at 92.74% examples, 735765 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:41,272 : INFO : EPOCH 19 - PROGRESS: at 93.09% examples, 735778 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:42,274 : INFO : EPOCH 19 - PROGRESS: at 93.47% examples, 735792 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:43,276 : INFO : EPOCH 19 - PROGRESS: at 93.84% examples, 735802 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:44,291 : INFO : EPOCH 19 - PROGRESS: at 94.19% examples, 735803 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:56:45,292 : INFO : EPOCH 19 - PROGRESS: at 94.58% examples, 735791 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:46,303 : INFO : EPOCH 19 - PROGRESS: at 94.95% examples, 735793 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:47,327 : INFO : EPOCH 19 - PROGRESS: at 95.31% examples, 735820 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:56:48,333 : INFO : EPOCH 19 - PROGRESS: at 95.67% examples, 735844 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:49,338 : INFO : EPOCH 19 - PROGRESS: at 96.04% examples, 735861 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:50,342 : INFO : EPOCH 19 - PROGRESS: at 96.39% examples, 735865 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:51,343 : INFO : EPOCH 19 - PROGRESS: at 96.77% examples, 735877 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:52,350 : INFO : EPOCH 19 - PROGRESS: at 97.11% examples, 735920 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:53,356 : INFO : EPOCH 19 - PROGRESS: at 97.48% examples, 735954 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:54,376 : INFO : EPOCH 19 - PROGRESS: at 97.83% examples, 735997 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:55,377 : INFO : EPOCH 19 - PROGRESS: at 98.19% examples, 736031 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:56,380 : INFO : EPOCH 19 - PROGRESS: at 98.54% examples, 736062 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:57,382 : INFO : EPOCH 19 - PROGRESS: at 98.92% examples, 736099 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:56:58,388 : INFO : EPOCH 19 - PROGRESS: at 99.26% examples, 736039 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:56:59,397 : INFO : EPOCH 19 - PROGRESS: at 99.57% examples, 736017 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:00,407 : INFO : EPOCH 19 - PROGRESS: at 99.92% examples, 735876 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:00,638 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-23 23:57:00,643 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-23 23:57:00,648 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-23 23:57:00,652 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-23 23:57:00,652 : INFO : EPOCH - 19 : training on 265595784 raw words (206240445 effective words) took 280.3s, 735866 effective words/s
2020-07-23 23:57:01,655 : INFO : EPOCH 20 - PROGRESS: at 0.30% examples, 588109 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:02,657 : INFO : EPOCH 20 - PROGRESS: at 0.66% examples, 657786 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:57:03,664 : INFO : EPOCH 20 - PROGRESS: at 1.02% examples, 686407 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:04,665 : INFO : EPOCH 20 - PROGRESS: at 1.37% examples, 700839 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:05,669 : INFO : EPOCH 20 - PROGRESS: at 1.74% examples, 708354 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:06,672 : INFO : EPOCH 20 - PROGRESS: at 2.10% examples, 715869 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:07,680 : INFO : EPOCH 20 - PROGRESS: at 2.44% examples, 719304 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:08,680 : INFO : EPOCH 20 - PROGRESS: at 2.83% examples, 722365 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:09,683 : INFO : EPOCH 20 - PROGRESS: at 3.17% examples, 723149 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:10,685 : INFO : EPOCH 20 - PROGRESS: at 3.53% examples, 724444 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:11,692 : INFO : EPOCH 20 - PROGRESS: at 3.91% examples, 724847 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:12,701 : INFO : EPOCH 20 - PROGRESS: at 4.24% examples, 726241 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:57:13,718 : INFO : EPOCH 20 - PROGRESS: at 4.60% examples, 727981 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:14,731 : INFO : EPOCH 20 - PROGRESS: at 4.97% examples, 729296 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:15,747 : INFO : EPOCH 20 - PROGRESS: at 5.35% examples, 730194 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:57:16,756 : INFO : EPOCH 20 - PROGRESS: at 5.69% examples, 731356 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:17,757 : INFO : EPOCH 20 - PROGRESS: at 6.06% examples, 732572 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:18,758 : INFO : EPOCH 20 - PROGRESS: at 6.41% examples, 732948 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:57:19,760 : INFO : EPOCH 20 - PROGRESS: at 6.80% examples, 733619 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:20,765 : INFO : EPOCH 20 - PROGRESS: at 7.16% examples, 733853 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:21,774 : INFO : EPOCH 20 - PROGRESS: at 7.50% examples, 734342 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:22,778 : INFO : EPOCH 20 - PROGRESS: at 7.85% examples, 734888 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:57:23,797 : INFO : EPOCH 20 - PROGRESS: at 8.24% examples, 734647 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:24,801 : INFO : EPOCH 20 - PROGRESS: at 8.62% examples, 734518 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:25,815 : INFO : EPOCH 20 - PROGRESS: at 8.99% examples, 735526 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:26,817 : INFO : EPOCH 20 - PROGRESS: at 9.37% examples, 735614 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:27,820 : INFO : EPOCH 20 - PROGRESS: at 9.73% examples, 735609 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:28,821 : INFO : EPOCH 20 - PROGRESS: at 10.11% examples, 735431 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:29,832 : INFO : EPOCH 20 - PROGRESS: at 10.48% examples, 734990 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:30,844 : INFO : EPOCH 20 - PROGRESS: at 10.87% examples, 735196 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:31,854 : INFO : EPOCH 20 - PROGRESS: at 11.23% examples, 735211 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:32,858 : INFO : EPOCH 20 - PROGRESS: at 11.58% examples, 735098 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:57:33,862 : INFO : EPOCH 20 - PROGRESS: at 11.94% examples, 735418 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:34,874 : INFO : EPOCH 20 - PROGRESS: at 12.27% examples, 735650 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:57:35,887 : INFO : EPOCH 20 - PROGRESS: at 12.64% examples, 735697 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:36,902 : INFO : EPOCH 20 - PROGRESS: at 13.01% examples, 735719 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:37,913 : INFO : EPOCH 20 - PROGRESS: at 13.39% examples, 735996 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:38,933 : INFO : EPOCH 20 - PROGRESS: at 13.75% examples, 736145 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:39,952 : INFO : EPOCH 20 - PROGRESS: at 14.09% examples, 735914 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:40,953 : INFO : EPOCH 20 - PROGRESS: at 14.43% examples, 736278 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:41,954 : INFO : EPOCH 20 - PROGRESS: at 14.79% examples, 736545 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:42,958 : INFO : EPOCH 20 - PROGRESS: at 15.16% examples, 736783 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:43,964 : INFO : EPOCH 20 - PROGRESS: at 15.52% examples, 736512 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:44,967 : INFO : EPOCH 20 - PROGRESS: at 15.87% examples, 736790 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:45,988 : INFO : EPOCH 20 - PROGRESS: at 16.26% examples, 736596 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:47,002 : INFO : EPOCH 20 - PROGRESS: at 16.63% examples, 736572 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:48,007 : INFO : EPOCH 20 - PROGRESS: at 16.99% examples, 736852 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:49,020 : INFO : EPOCH 20 - PROGRESS: at 17.38% examples, 736811 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:50,021 : INFO : EPOCH 20 - PROGRESS: at 17.76% examples, 736948 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:51,025 : INFO : EPOCH 20 - PROGRESS: at 18.12% examples, 736802 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:52,035 : INFO : EPOCH 20 - PROGRESS: at 18.47% examples, 736794 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:53,042 : INFO : EPOCH 20 - PROGRESS: at 18.83% examples, 737120 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:54,053 : INFO : EPOCH 20 - PROGRESS: at 19.21% examples, 736974 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:57:55,074 : INFO : EPOCH 20 - PROGRESS: at 19.59% examples, 736778 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:57:56,084 : INFO : EPOCH 20 - PROGRESS: at 19.94% examples, 737136 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:57,091 : INFO : EPOCH 20 - PROGRESS: at 20.32% examples, 736947 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:58,098 : INFO : EPOCH 20 - PROGRESS: at 20.66% examples, 737152 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:57:59,112 : INFO : EPOCH 20 - PROGRESS: at 21.03% examples, 737147 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:00,121 : INFO : EPOCH 20 - PROGRESS: at 21.40% examples, 736957 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:01,123 : INFO : EPOCH 20 - PROGRESS: at 21.76% examples, 737022 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:02,124 : INFO : EPOCH 20 - PROGRESS: at 22.12% examples, 737289 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:03,134 : INFO : EPOCH 20 - PROGRESS: at 22.50% examples, 737247 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:04,148 : INFO : EPOCH 20 - PROGRESS: at 22.85% examples, 737236 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:05,151 : INFO : EPOCH 20 - PROGRESS: at 23.22% examples, 737326 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:06,156 : INFO : EPOCH 20 - PROGRESS: at 23.55% examples, 737216 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:07,166 : INFO : EPOCH 20 - PROGRESS: at 23.91% examples, 737135 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:08,173 : INFO : EPOCH 20 - PROGRESS: at 24.30% examples, 737171 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:09,179 : INFO : EPOCH 20 - PROGRESS: at 24.66% examples, 737192 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:10,180 : INFO : EPOCH 20 - PROGRESS: at 25.01% examples, 737247 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:11,193 : INFO : EPOCH 20 - PROGRESS: at 25.38% examples, 737417 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:12,196 : INFO : EPOCH 20 - PROGRESS: at 25.76% examples, 737393 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:13,196 : INFO : EPOCH 20 - PROGRESS: at 26.14% examples, 737399 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:14,212 : INFO : EPOCH 20 - PROGRESS: at 26.51% examples, 737355 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:15,214 : INFO : EPOCH 20 - PROGRESS: at 26.86% examples, 737465 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:16,225 : INFO : EPOCH 20 - PROGRESS: at 27.20% examples, 737534 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:58:17,245 : INFO : EPOCH 20 - PROGRESS: at 27.56% examples, 737464 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:18,255 : INFO : EPOCH 20 - PROGRESS: at 27.92% examples, 737540 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:19,255 : INFO : EPOCH 20 - PROGRESS: at 28.25% examples, 737644 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:20,256 : INFO : EPOCH 20 - PROGRESS: at 28.61% examples, 737742 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:21,263 : INFO : EPOCH 20 - PROGRESS: at 28.98% examples, 737746 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:22,274 : INFO : EPOCH 20 - PROGRESS: at 29.35% examples, 737690 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:23,290 : INFO : EPOCH 20 - PROGRESS: at 29.74% examples, 737590 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:24,292 : INFO : EPOCH 20 - PROGRESS: at 30.10% examples, 737651 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:25,299 : INFO : EPOCH 20 - PROGRESS: at 30.47% examples, 737688 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:26,309 : INFO : EPOCH 20 - PROGRESS: at 30.82% examples, 737733 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:27,312 : INFO : EPOCH 20 - PROGRESS: at 31.20% examples, 737736 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:28,313 : INFO : EPOCH 20 - PROGRESS: at 31.57% examples, 737767 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:29,317 : INFO : EPOCH 20 - PROGRESS: at 31.95% examples, 737808 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:30,330 : INFO : EPOCH 20 - PROGRESS: at 32.33% examples, 737853 words/s, in_qsize 7, out_qsize 1
2020-07-23 23:58:31,336 : INFO : EPOCH 20 - PROGRESS: at 32.69% examples, 737948 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:32,345 : INFO : EPOCH 20 - PROGRESS: at 33.05% examples, 737956 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:33,351 : INFO : EPOCH 20 - PROGRESS: at 33.42% examples, 738008 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:34,357 : INFO : EPOCH 20 - PROGRESS: at 33.80% examples, 737996 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:35,374 : INFO : EPOCH 20 - PROGRESS: at 34.18% examples, 737886 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:36,380 : INFO : EPOCH 20 - PROGRESS: at 34.54% examples, 737913 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:58:37,381 : INFO : EPOCH 20 - PROGRESS: at 34.89% examples, 738041 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:38,386 : INFO : EPOCH 20 - PROGRESS: at 35.24% examples, 737979 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:58:39,392 : INFO : EPOCH 20 - PROGRESS: at 35.62% examples, 738056 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:40,415 : INFO : EPOCH 20 - PROGRESS: at 35.97% examples, 737991 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:41,423 : INFO : EPOCH 20 - PROGRESS: at 36.32% examples, 737781 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:42,427 : INFO : EPOCH 20 - PROGRESS: at 36.66% examples, 737180 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:43,442 : INFO : EPOCH 20 - PROGRESS: at 36.98% examples, 736470 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:44,446 : INFO : EPOCH 20 - PROGRESS: at 37.29% examples, 735870 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:45,448 : INFO : EPOCH 20 - PROGRESS: at 37.61% examples, 735264 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:46,457 : INFO : EPOCH 20 - PROGRESS: at 37.94% examples, 734575 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:47,467 : INFO : EPOCH 20 - PROGRESS: at 38.24% examples, 734152 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:48,471 : INFO : EPOCH 20 - PROGRESS: at 38.60% examples, 733550 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:58:49,484 : INFO : EPOCH 20 - PROGRESS: at 38.92% examples, 733003 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:50,485 : INFO : EPOCH 20 - PROGRESS: at 39.24% examples, 732590 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:51,497 : INFO : EPOCH 20 - PROGRESS: at 39.55% examples, 732028 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:52,500 : INFO : EPOCH 20 - PROGRESS: at 39.85% examples, 731589 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:53,509 : INFO : EPOCH 20 - PROGRESS: at 40.18% examples, 730995 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:54,511 : INFO : EPOCH 20 - PROGRESS: at 40.51% examples, 730503 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:55,526 : INFO : EPOCH 20 - PROGRESS: at 40.84% examples, 729965 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:58:56,534 : INFO : EPOCH 20 - PROGRESS: at 41.16% examples, 729452 words/s, in_qsize 6, out_qsize 1
2020-07-23 23:58:57,546 : INFO : EPOCH 20 - PROGRESS: at 41.52% examples, 728936 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:58,555 : INFO : EPOCH 20 - PROGRESS: at 41.85% examples, 728171 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:58:59,563 : INFO : EPOCH 20 - PROGRESS: at 42.18% examples, 727541 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:00,572 : INFO : EPOCH 20 - PROGRESS: at 42.49% examples, 726688 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:01,580 : INFO : EPOCH 20 - PROGRESS: at 42.80% examples, 726058 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:02,592 : INFO : EPOCH 20 - PROGRESS: at 43.12% examples, 726013 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:03,595 : INFO : EPOCH 20 - PROGRESS: at 43.50% examples, 726095 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:04,606 : INFO : EPOCH 20 - PROGRESS: at 43.88% examples, 726154 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:05,613 : INFO : EPOCH 20 - PROGRESS: at 44.25% examples, 726304 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:06,631 : INFO : EPOCH 20 - PROGRESS: at 44.64% examples, 726290 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:07,636 : INFO : EPOCH 20 - PROGRESS: at 45.00% examples, 726423 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:08,641 : INFO : EPOCH 20 - PROGRESS: at 45.34% examples, 726630 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:09,642 : INFO : EPOCH 20 - PROGRESS: at 45.68% examples, 726779 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:10,646 : INFO : EPOCH 20 - PROGRESS: at 46.02% examples, 726960 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:59:11,650 : INFO : EPOCH 20 - PROGRESS: at 46.37% examples, 727095 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:12,666 : INFO : EPOCH 20 - PROGRESS: at 46.74% examples, 727171 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:13,669 : INFO : EPOCH 20 - PROGRESS: at 47.10% examples, 727385 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:14,671 : INFO : EPOCH 20 - PROGRESS: at 47.47% examples, 727471 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:59:15,683 : INFO : EPOCH 20 - PROGRESS: at 47.84% examples, 727498 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:16,692 : INFO : EPOCH 20 - PROGRESS: at 48.20% examples, 727543 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:59:17,695 : INFO : EPOCH 20 - PROGRESS: at 48.57% examples, 727645 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:18,703 : INFO : EPOCH 20 - PROGRESS: at 48.91% examples, 727721 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:19,712 : INFO : EPOCH 20 - PROGRESS: at 49.29% examples, 727796 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:20,717 : INFO : EPOCH 20 - PROGRESS: at 49.63% examples, 727962 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:21,717 : INFO : EPOCH 20 - PROGRESS: at 49.97% examples, 728083 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:22,721 : INFO : EPOCH 20 - PROGRESS: at 50.32% examples, 728160 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:23,736 : INFO : EPOCH 20 - PROGRESS: at 50.67% examples, 728312 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:24,746 : INFO : EPOCH 20 - PROGRESS: at 51.05% examples, 728464 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:25,752 : INFO : EPOCH 20 - PROGRESS: at 51.40% examples, 728571 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:26,754 : INFO : EPOCH 20 - PROGRESS: at 51.75% examples, 728707 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:27,755 : INFO : EPOCH 20 - PROGRESS: at 52.10% examples, 728790 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:59:28,759 : INFO : EPOCH 20 - PROGRESS: at 52.46% examples, 728864 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:29,770 : INFO : EPOCH 20 - PROGRESS: at 52.83% examples, 728861 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:30,783 : INFO : EPOCH 20 - PROGRESS: at 53.17% examples, 728961 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:31,785 : INFO : EPOCH 20 - PROGRESS: at 53.50% examples, 729043 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:32,787 : INFO : EPOCH 20 - PROGRESS: at 53.86% examples, 729102 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:33,808 : INFO : EPOCH 20 - PROGRESS: at 54.22% examples, 729232 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:34,809 : INFO : EPOCH 20 - PROGRESS: at 54.58% examples, 729291 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:35,822 : INFO : EPOCH 20 - PROGRESS: at 54.95% examples, 729424 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:36,824 : INFO : EPOCH 20 - PROGRESS: at 55.30% examples, 729507 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:37,828 : INFO : EPOCH 20 - PROGRESS: at 55.64% examples, 729590 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:38,840 : INFO : EPOCH 20 - PROGRESS: at 55.99% examples, 729399 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:39,843 : INFO : EPOCH 20 - PROGRESS: at 56.36% examples, 729241 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:40,861 : INFO : EPOCH 20 - PROGRESS: at 56.68% examples, 728928 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:41,866 : INFO : EPOCH 20 - PROGRESS: at 56.97% examples, 728324 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:42,868 : INFO : EPOCH 20 - PROGRESS: at 57.32% examples, 728377 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:43,877 : INFO : EPOCH 20 - PROGRESS: at 57.69% examples, 728500 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:44,882 : INFO : EPOCH 20 - PROGRESS: at 58.05% examples, 728587 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:45,884 : INFO : EPOCH 20 - PROGRESS: at 58.44% examples, 728654 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:46,891 : INFO : EPOCH 20 - PROGRESS: at 58.78% examples, 728738 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:47,900 : INFO : EPOCH 20 - PROGRESS: at 59.13% examples, 728769 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:48,911 : INFO : EPOCH 20 - PROGRESS: at 59.51% examples, 728802 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:59:49,919 : INFO : EPOCH 20 - PROGRESS: at 59.89% examples, 728853 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:50,929 : INFO : EPOCH 20 - PROGRESS: at 60.22% examples, 728381 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:59:51,933 : INFO : EPOCH 20 - PROGRESS: at 60.48% examples, 727503 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:52,947 : INFO : EPOCH 20 - PROGRESS: at 60.76% examples, 726648 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:53,948 : INFO : EPOCH 20 - PROGRESS: at 61.04% examples, 725711 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:54,951 : INFO : EPOCH 20 - PROGRESS: at 61.35% examples, 725221 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:55,961 : INFO : EPOCH 20 - PROGRESS: at 61.71% examples, 725247 words/s, in_qsize 8, out_qsize 0
2020-07-23 23:59:56,972 : INFO : EPOCH 20 - PROGRESS: at 62.06% examples, 725397 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:57,975 : INFO : EPOCH 20 - PROGRESS: at 62.43% examples, 725396 words/s, in_qsize 7, out_qsize 0
2020-07-23 23:59:59,000 : INFO : EPOCH 20 - PROGRESS: at 62.80% examples, 725488 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:00,003 : INFO : EPOCH 20 - PROGRESS: at 63.16% examples, 725553 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:01,014 : INFO : EPOCH 20 - PROGRESS: at 63.51% examples, 725533 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:02,029 : INFO : EPOCH 20 - PROGRESS: at 63.85% examples, 725605 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:03,033 : INFO : EPOCH 20 - PROGRESS: at 64.23% examples, 725647 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:04,040 : INFO : EPOCH 20 - PROGRESS: at 64.58% examples, 725790 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:05,041 : INFO : EPOCH 20 - PROGRESS: at 64.95% examples, 725855 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:06,045 : INFO : EPOCH 20 - PROGRESS: at 65.30% examples, 725974 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:07,047 : INFO : EPOCH 20 - PROGRESS: at 65.67% examples, 726040 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:00:08,050 : INFO : EPOCH 20 - PROGRESS: at 66.02% examples, 726159 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:09,051 : INFO : EPOCH 20 - PROGRESS: at 66.40% examples, 726128 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:10,054 : INFO : EPOCH 20 - PROGRESS: at 66.74% examples, 726360 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:11,062 : INFO : EPOCH 20 - PROGRESS: at 67.09% examples, 726429 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:12,066 : INFO : EPOCH 20 - PROGRESS: at 67.45% examples, 726491 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:00:13,073 : INFO : EPOCH 20 - PROGRESS: at 67.83% examples, 726557 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:14,082 : INFO : EPOCH 20 - PROGRESS: at 68.21% examples, 726629 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:15,102 : INFO : EPOCH 20 - PROGRESS: at 68.57% examples, 726657 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:00:16,109 : INFO : EPOCH 20 - PROGRESS: at 68.96% examples, 726786 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:17,115 : INFO : EPOCH 20 - PROGRESS: at 69.35% examples, 726789 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:18,116 : INFO : EPOCH 20 - PROGRESS: at 69.72% examples, 726769 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:19,126 : INFO : EPOCH 20 - PROGRESS: at 70.10% examples, 726851 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:00:20,127 : INFO : EPOCH 20 - PROGRESS: at 70.47% examples, 726985 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:21,141 : INFO : EPOCH 20 - PROGRESS: at 70.81% examples, 727047 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:22,146 : INFO : EPOCH 20 - PROGRESS: at 71.18% examples, 727080 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:23,153 : INFO : EPOCH 20 - PROGRESS: at 71.53% examples, 727133 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:24,155 : INFO : EPOCH 20 - PROGRESS: at 71.86% examples, 727069 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:25,157 : INFO : EPOCH 20 - PROGRESS: at 72.21% examples, 727128 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:26,160 : INFO : EPOCH 20 - PROGRESS: at 72.58% examples, 727145 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:00:27,165 : INFO : EPOCH 20 - PROGRESS: at 72.95% examples, 727228 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:28,178 : INFO : EPOCH 20 - PROGRESS: at 73.30% examples, 727275 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:00:29,201 : INFO : EPOCH 20 - PROGRESS: at 73.68% examples, 727294 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:30,203 : INFO : EPOCH 20 - PROGRESS: at 74.03% examples, 727345 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:31,203 : INFO : EPOCH 20 - PROGRESS: at 74.39% examples, 727410 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:32,210 : INFO : EPOCH 20 - PROGRESS: at 74.75% examples, 727481 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:33,215 : INFO : EPOCH 20 - PROGRESS: at 75.11% examples, 727534 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:34,227 : INFO : EPOCH 20 - PROGRESS: at 75.45% examples, 727586 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:00:35,234 : INFO : EPOCH 20 - PROGRESS: at 75.79% examples, 727667 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:36,236 : INFO : EPOCH 20 - PROGRESS: at 76.14% examples, 727740 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:37,237 : INFO : EPOCH 20 - PROGRESS: at 76.49% examples, 727710 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:38,245 : INFO : EPOCH 20 - PROGRESS: at 76.86% examples, 727775 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:39,250 : INFO : EPOCH 20 - PROGRESS: at 77.20% examples, 727878 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:40,259 : INFO : EPOCH 20 - PROGRESS: at 77.58% examples, 727904 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:41,261 : INFO : EPOCH 20 - PROGRESS: at 77.94% examples, 727988 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:00:42,263 : INFO : EPOCH 20 - PROGRESS: at 78.29% examples, 728027 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:00:43,272 : INFO : EPOCH 20 - PROGRESS: at 78.63% examples, 728055 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:44,293 : INFO : EPOCH 20 - PROGRESS: at 79.00% examples, 728105 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:45,303 : INFO : EPOCH 20 - PROGRESS: at 79.34% examples, 728215 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:46,304 : INFO : EPOCH 20 - PROGRESS: at 79.72% examples, 728240 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:47,319 : INFO : EPOCH 20 - PROGRESS: at 80.07% examples, 728321 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:48,321 : INFO : EPOCH 20 - PROGRESS: at 80.45% examples, 728403 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:49,326 : INFO : EPOCH 20 - PROGRESS: at 80.81% examples, 728445 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:50,329 : INFO : EPOCH 20 - PROGRESS: at 81.18% examples, 728486 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:51,348 : INFO : EPOCH 20 - PROGRESS: at 81.53% examples, 728571 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:52,356 : INFO : EPOCH 20 - PROGRESS: at 81.90% examples, 728594 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:53,365 : INFO : EPOCH 20 - PROGRESS: at 82.26% examples, 728615 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:54,369 : INFO : EPOCH 20 - PROGRESS: at 82.60% examples, 728664 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:55,377 : INFO : EPOCH 20 - PROGRESS: at 82.97% examples, 728703 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:56,382 : INFO : EPOCH 20 - PROGRESS: at 83.36% examples, 728726 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:57,396 : INFO : EPOCH 20 - PROGRESS: at 83.73% examples, 728805 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:58,400 : INFO : EPOCH 20 - PROGRESS: at 84.10% examples, 728831 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:00:59,416 : INFO : EPOCH 20 - PROGRESS: at 84.43% examples, 728917 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:00,417 : INFO : EPOCH 20 - PROGRESS: at 84.78% examples, 728928 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:01,420 : INFO : EPOCH 20 - PROGRESS: at 85.14% examples, 728961 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:02,439 : INFO : EPOCH 20 - PROGRESS: at 85.49% examples, 729013 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:03,439 : INFO : EPOCH 20 - PROGRESS: at 85.84% examples, 729143 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:04,447 : INFO : EPOCH 20 - PROGRESS: at 86.18% examples, 729206 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:05,449 : INFO : EPOCH 20 - PROGRESS: at 86.52% examples, 729293 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:06,451 : INFO : EPOCH 20 - PROGRESS: at 86.90% examples, 729371 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:07,454 : INFO : EPOCH 20 - PROGRESS: at 87.26% examples, 729394 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:08,457 : INFO : EPOCH 20 - PROGRESS: at 87.65% examples, 729421 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:09,466 : INFO : EPOCH 20 - PROGRESS: at 88.03% examples, 729501 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:10,472 : INFO : EPOCH 20 - PROGRESS: at 88.37% examples, 729586 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:11,483 : INFO : EPOCH 20 - PROGRESS: at 88.76% examples, 729600 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:12,500 : INFO : EPOCH 20 - PROGRESS: at 89.11% examples, 729645 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:13,506 : INFO : EPOCH 20 - PROGRESS: at 89.47% examples, 729732 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:14,507 : INFO : EPOCH 20 - PROGRESS: at 89.83% examples, 729800 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:15,529 : INFO : EPOCH 20 - PROGRESS: at 90.21% examples, 729750 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:16,533 : INFO : EPOCH 20 - PROGRESS: at 90.57% examples, 729876 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:17,535 : INFO : EPOCH 20 - PROGRESS: at 90.95% examples, 729886 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:18,536 : INFO : EPOCH 20 - PROGRESS: at 91.30% examples, 729876 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:19,548 : INFO : EPOCH 20 - PROGRESS: at 91.67% examples, 729921 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:20,553 : INFO : EPOCH 20 - PROGRESS: at 92.04% examples, 729983 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:21,560 : INFO : EPOCH 20 - PROGRESS: at 92.38% examples, 730029 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:22,565 : INFO : EPOCH 20 - PROGRESS: at 92.75% examples, 730086 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:23,565 : INFO : EPOCH 20 - PROGRESS: at 93.09% examples, 730102 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:24,567 : INFO : EPOCH 20 - PROGRESS: at 93.47% examples, 730136 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:25,579 : INFO : EPOCH 20 - PROGRESS: at 93.84% examples, 730115 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:01:26,594 : INFO : EPOCH 20 - PROGRESS: at 94.19% examples, 730140 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:27,594 : INFO : EPOCH 20 - PROGRESS: at 94.58% examples, 730169 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:28,594 : INFO : EPOCH 20 - PROGRESS: at 94.95% examples, 730201 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:29,601 : INFO : EPOCH 20 - PROGRESS: at 95.30% examples, 730235 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:30,606 : INFO : EPOCH 20 - PROGRESS: at 95.66% examples, 730264 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:31,622 : INFO : EPOCH 20 - PROGRESS: at 96.03% examples, 730267 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:32,627 : INFO : EPOCH 20 - PROGRESS: at 96.38% examples, 730346 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:33,645 : INFO : EPOCH 20 - PROGRESS: at 96.77% examples, 730360 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:34,650 : INFO : EPOCH 20 - PROGRESS: at 97.11% examples, 730427 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:35,656 : INFO : EPOCH 20 - PROGRESS: at 97.48% examples, 730453 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:36,663 : INFO : EPOCH 20 - PROGRESS: at 97.81% examples, 730502 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:37,680 : INFO : EPOCH 20 - PROGRESS: at 98.18% examples, 730513 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:38,683 : INFO : EPOCH 20 - PROGRESS: at 98.53% examples, 730571 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:39,685 : INFO : EPOCH 20 - PROGRESS: at 98.91% examples, 730618 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:40,691 : INFO : EPOCH 20 - PROGRESS: at 99.26% examples, 730628 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:41,701 : INFO : EPOCH 20 - PROGRESS: at 99.58% examples, 730730 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:01:42,715 : INFO : EPOCH 20 - PROGRESS: at 99.94% examples, 730718 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:01:42,841 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 00:01:42,841 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 00:01:42,859 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 00:01:42,871 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 00:01:42,872 : INFO : EPOCH - 20 : training on 265595784 raw words (206229097 effective words) took 282.2s, 730744 effective words/s
2020-07-24 00:01:42,873 : INFO : training on a 5311915680 raw words (4124639251 effective words) took 5715.5s, 721654 effective words/s
2020-07-24 00:01:42,874 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[3]-1595548902.87444].model, separately None
2020-07-24 00:01:42,875 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[3]-1595548902.87444].model.trainables.syn1neg.npy
2020-07-24 00:01:43,142 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[3]-1595548902.87444].model.wv.vectors.npy
2020-07-24 00:01:43,408 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[3]-1595548902.87444].model.docvecs.vectors_docs.npy
2020-07-24 00:01:44,451 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[3]-1595548902.87444].model
2020-07-24 00:01:44,452 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[3]-1595548902.87444].model
2020-07-24 00:24:29,966 : INFO : collecting all words and their counts
2020-07-24 00:24:29,979 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-24 00:24:31,462 : INFO : PROGRESS: at example #10000, processed 6882162 words (4642337/s), 34608 word types, 454451 tags
2020-07-24 00:24:32,929 : INFO : PROGRESS: at example #20000, processed 13631197 words (4604547/s), 36323 word types, 454451 tags
2020-07-24 00:24:34,413 : INFO : PROGRESS: at example #30000, processed 20403954 words (4566964/s), 37780 word types, 454451 tags
2020-07-24 00:24:35,870 : INFO : PROGRESS: at example #40000, processed 27038650 words (4555844/s), 39489 word types, 454451 tags
2020-07-24 00:24:37,365 : INFO : PROGRESS: at example #50000, processed 33826258 words (4543448/s), 42354 word types, 454451 tags
2020-07-24 00:24:38,851 : INFO : PROGRESS: at example #60000, processed 40495322 words (4492026/s), 44167 word types, 454451 tags
2020-07-24 00:24:40,308 : INFO : PROGRESS: at example #70000, processed 47016511 words (4478746/s), 46030 word types, 454451 tags
2020-07-24 00:24:41,769 : INFO : PROGRESS: at example #80000, processed 53539149 words (4468750/s), 47191 word types, 454451 tags
2020-07-24 00:24:43,270 : INFO : PROGRESS: at example #90000, processed 60235270 words (4462138/s), 48999 word types, 454451 tags
2020-07-24 00:24:44,740 : INFO : PROGRESS: at example #100000, processed 66790390 words (4464756/s), 50220 word types, 454451 tags
2020-07-24 00:24:46,240 : INFO : PROGRESS: at example #110000, processed 73500884 words (4476502/s), 52149 word types, 454451 tags
2020-07-24 00:24:47,741 : INFO : PROGRESS: at example #120000, processed 80175424 words (4449154/s), 53862 word types, 454451 tags
2020-07-24 00:24:49,183 : INFO : PROGRESS: at example #130000, processed 86576599 words (4442148/s), 55625 word types, 454451 tags
2020-07-24 00:24:50,686 : INFO : PROGRESS: at example #140000, processed 93239773 words (4435240/s), 56686 word types, 454451 tags
2020-07-24 00:24:52,180 : INFO : PROGRESS: at example #150000, processed 99866992 words (4438371/s), 58551 word types, 454451 tags
2020-07-24 00:24:53,695 : INFO : PROGRESS: at example #160000, processed 106581655 words (4436018/s), 59751 word types, 454451 tags
2020-07-24 00:24:55,227 : INFO : PROGRESS: at example #170000, processed 113367036 words (4432715/s), 61420 word types, 454451 tags
2020-07-24 00:24:56,736 : INFO : PROGRESS: at example #180000, processed 120084983 words (4453974/s), 63079 word types, 454451 tags
2020-07-24 00:24:58,296 : INFO : PROGRESS: at example #190000, processed 126996382 words (4434013/s), 64768 word types, 454451 tags
2020-07-24 00:24:59,820 : INFO : PROGRESS: at example #200000, processed 133705377 words (4403224/s), 65801 word types, 454451 tags
2020-07-24 00:25:01,357 : INFO : PROGRESS: at example #210000, processed 140506391 words (4429926/s), 68116 word types, 454451 tags
2020-07-24 00:25:02,909 : INFO : PROGRESS: at example #220000, processed 147377385 words (4427397/s), 69771 word types, 454451 tags
2020-07-24 00:25:04,441 : INFO : PROGRESS: at example #230000, processed 154157858 words (4430926/s), 72387 word types, 454451 tags
2020-07-24 00:25:05,976 : INFO : PROGRESS: at example #240000, processed 160963667 words (4435814/s), 74106 word types, 454451 tags
2020-07-24 00:25:07,431 : INFO : PROGRESS: at example #250000, processed 167395840 words (4422792/s), 75942 word types, 454451 tags
2020-07-24 00:25:08,948 : INFO : PROGRESS: at example #260000, processed 174118218 words (4435949/s), 77667 word types, 454451 tags
2020-07-24 00:25:10,447 : INFO : PROGRESS: at example #270000, processed 180741481 words (4419681/s), 79061 word types, 454451 tags
2020-07-24 00:25:11,914 : INFO : PROGRESS: at example #280000, processed 187231686 words (4426288/s), 82791 word types, 454451 tags
2020-07-24 00:25:13,333 : INFO : PROGRESS: at example #290000, processed 193509369 words (4428223/s), 83887 word types, 454451 tags
2020-07-24 00:25:14,831 : INFO : PROGRESS: at example #300000, processed 200141762 words (4430290/s), 85403 word types, 454451 tags
2020-07-24 00:25:16,282 : INFO : PROGRESS: at example #310000, processed 206557425 words (4424639/s), 86462 word types, 454451 tags
2020-07-24 00:25:17,808 : INFO : PROGRESS: at example #320000, processed 213285765 words (4413678/s), 89976 word types, 454451 tags
2020-07-24 00:25:19,326 : INFO : PROGRESS: at example #330000, processed 219996522 words (4421410/s), 91810 word types, 454451 tags
2020-07-24 00:25:20,817 : INFO : PROGRESS: at example #340000, processed 226602511 words (4433531/s), 93152 word types, 454451 tags
2020-07-24 00:25:22,303 : INFO : PROGRESS: at example #350000, processed 233180286 words (4431638/s), 94549 word types, 454451 tags
2020-07-24 00:25:23,870 : INFO : PROGRESS: at example #360000, processed 240104063 words (4420753/s), 95793 word types, 454451 tags
2020-07-24 00:25:25,361 : INFO : PROGRESS: at example #370000, processed 246677042 words (4410506/s), 96890 word types, 454451 tags
2020-07-24 00:25:26,883 : INFO : PROGRESS: at example #380000, processed 253374574 words (4404727/s), 98091 word types, 454451 tags
2020-07-24 00:25:28,430 : INFO : PROGRESS: at example #390000, processed 260184997 words (4402804/s), 99826 word types, 454451 tags
2020-07-24 00:25:29,966 : INFO : collected 101184 word types and 454451 unique tags from a corpus of 400000 examples and 266955784 words
2020-07-24 00:25:29,967 : INFO : Updating model with new vocabulary
2020-07-24 00:25:30,139 : INFO : New added 101184 unique words (50% of original 202368) and increased the count of 101184 pre-existing words (50% of original 202368)
2020-07-24 00:25:30,771 : INFO : deleting the raw counts dictionary of 101184 items
2020-07-24 00:25:30,775 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-24 00:25:30,776 : INFO : downsampling leaves estimated 422375570 word corpus (158.2% of prior 266955784)
2020-07-24 00:25:31,308 : INFO : estimated required memory for 202368 words and 500 dimensions: 1819558000 bytes
2020-07-24 00:25:31,309 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-24 00:25:41,988 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-24 00:25:41,989 : INFO : training model with 4 workers on 316558 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-24 00:25:43,005 : INFO : EPOCH 1 - PROGRESS: at 0.28% examples, 712005 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:44,011 : INFO : EPOCH 1 - PROGRESS: at 0.65% examples, 721594 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:45,017 : INFO : EPOCH 1 - PROGRESS: at 0.99% examples, 722892 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:46,026 : INFO : EPOCH 1 - PROGRESS: at 1.30% examples, 691600 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:47,035 : INFO : EPOCH 1 - PROGRESS: at 1.64% examples, 701059 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:48,045 : INFO : EPOCH 1 - PROGRESS: at 2.02% examples, 704628 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:49,059 : INFO : EPOCH 1 - PROGRESS: at 2.37% examples, 708720 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:50,069 : INFO : EPOCH 1 - PROGRESS: at 2.70% examples, 712014 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:51,085 : INFO : EPOCH 1 - PROGRESS: at 3.04% examples, 713179 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:52,087 : INFO : EPOCH 1 - PROGRESS: at 3.40% examples, 715287 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:53,090 : INFO : EPOCH 1 - PROGRESS: at 3.75% examples, 717088 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:25:54,108 : INFO : EPOCH 1 - PROGRESS: at 4.13% examples, 717403 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:55,121 : INFO : EPOCH 1 - PROGRESS: at 4.50% examples, 718864 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:56,122 : INFO : EPOCH 1 - PROGRESS: at 4.86% examples, 720211 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:57,133 : INFO : EPOCH 1 - PROGRESS: at 5.20% examples, 720742 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:58,139 : INFO : EPOCH 1 - PROGRESS: at 5.56% examples, 721910 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:25:59,143 : INFO : EPOCH 1 - PROGRESS: at 5.90% examples, 722640 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:00,155 : INFO : EPOCH 1 - PROGRESS: at 6.24% examples, 723123 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:01,169 : INFO : EPOCH 1 - PROGRESS: at 6.59% examples, 722935 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:02,175 : INFO : EPOCH 1 - PROGRESS: at 6.96% examples, 723513 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:03,190 : INFO : EPOCH 1 - PROGRESS: at 7.33% examples, 724165 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:04,190 : INFO : EPOCH 1 - PROGRESS: at 7.69% examples, 724344 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:05,208 : INFO : EPOCH 1 - PROGRESS: at 8.08% examples, 724196 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:26:06,222 : INFO : EPOCH 1 - PROGRESS: at 8.44% examples, 724187 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:07,225 : INFO : EPOCH 1 - PROGRESS: at 8.79% examples, 724355 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:08,228 : INFO : EPOCH 1 - PROGRESS: at 9.13% examples, 724573 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:09,229 : INFO : EPOCH 1 - PROGRESS: at 9.45% examples, 725118 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:10,239 : INFO : EPOCH 1 - PROGRESS: at 9.81% examples, 724879 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:11,252 : INFO : EPOCH 1 - PROGRESS: at 10.17% examples, 725190 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:12,253 : INFO : EPOCH 1 - PROGRESS: at 10.52% examples, 725382 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:13,268 : INFO : EPOCH 1 - PROGRESS: at 10.88% examples, 725539 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:26:14,279 : INFO : EPOCH 1 - PROGRESS: at 11.24% examples, 725901 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:15,286 : INFO : EPOCH 1 - PROGRESS: at 11.60% examples, 726430 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:16,290 : INFO : EPOCH 1 - PROGRESS: at 11.93% examples, 726464 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:17,293 : INFO : EPOCH 1 - PROGRESS: at 12.26% examples, 727022 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:18,294 : INFO : EPOCH 1 - PROGRESS: at 12.61% examples, 727011 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:19,297 : INFO : EPOCH 1 - PROGRESS: at 12.93% examples, 726186 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:26:20,300 : INFO : EPOCH 1 - PROGRESS: at 13.27% examples, 725435 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:21,304 : INFO : EPOCH 1 - PROGRESS: at 13.59% examples, 723229 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:22,323 : INFO : EPOCH 1 - PROGRESS: at 13.91% examples, 721968 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:23,335 : INFO : EPOCH 1 - PROGRESS: at 14.28% examples, 722547 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:26:24,336 : INFO : EPOCH 1 - PROGRESS: at 14.62% examples, 722718 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:26:25,339 : INFO : EPOCH 1 - PROGRESS: at 14.97% examples, 723146 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:26,353 : INFO : EPOCH 1 - PROGRESS: at 15.33% examples, 723343 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:27,363 : INFO : EPOCH 1 - PROGRESS: at 15.70% examples, 723659 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:26:28,375 : INFO : EPOCH 1 - PROGRESS: at 16.04% examples, 724169 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:29,399 : INFO : EPOCH 1 - PROGRESS: at 16.41% examples, 724334 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:30,400 : INFO : EPOCH 1 - PROGRESS: at 16.78% examples, 724458 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:31,403 : INFO : EPOCH 1 - PROGRESS: at 17.14% examples, 724762 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:32,406 : INFO : EPOCH 1 - PROGRESS: at 17.50% examples, 724686 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:33,407 : INFO : EPOCH 1 - PROGRESS: at 17.87% examples, 724226 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:34,417 : INFO : EPOCH 1 - PROGRESS: at 18.23% examples, 724113 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:35,429 : INFO : EPOCH 1 - PROGRESS: at 18.59% examples, 723673 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:36,430 : INFO : EPOCH 1 - PROGRESS: at 18.93% examples, 723662 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:37,438 : INFO : EPOCH 1 - PROGRESS: at 19.26% examples, 723439 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:38,457 : INFO : EPOCH 1 - PROGRESS: at 19.60% examples, 723334 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:39,457 : INFO : EPOCH 1 - PROGRESS: at 19.95% examples, 723084 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:40,460 : INFO : EPOCH 1 - PROGRESS: at 20.27% examples, 723016 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:41,460 : INFO : EPOCH 1 - PROGRESS: at 20.62% examples, 722692 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:42,479 : INFO : EPOCH 1 - PROGRESS: at 20.95% examples, 722618 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:43,483 : INFO : EPOCH 1 - PROGRESS: at 21.28% examples, 722436 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:44,485 : INFO : EPOCH 1 - PROGRESS: at 21.63% examples, 722294 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:45,501 : INFO : EPOCH 1 - PROGRESS: at 21.99% examples, 722255 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:46,503 : INFO : EPOCH 1 - PROGRESS: at 22.35% examples, 721974 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:47,503 : INFO : EPOCH 1 - PROGRESS: at 22.71% examples, 721761 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:48,514 : INFO : EPOCH 1 - PROGRESS: at 23.07% examples, 721641 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:49,523 : INFO : EPOCH 1 - PROGRESS: at 23.44% examples, 721346 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:50,524 : INFO : EPOCH 1 - PROGRESS: at 23.78% examples, 721337 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:51,525 : INFO : EPOCH 1 - PROGRESS: at 24.11% examples, 721197 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:52,533 : INFO : EPOCH 1 - PROGRESS: at 24.46% examples, 721040 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:53,554 : INFO : EPOCH 1 - PROGRESS: at 24.80% examples, 720816 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:54,558 : INFO : EPOCH 1 - PROGRESS: at 25.17% examples, 720613 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:26:55,571 : INFO : EPOCH 1 - PROGRESS: at 25.53% examples, 720331 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:56,578 : INFO : EPOCH 1 - PROGRESS: at 25.86% examples, 720248 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:57,586 : INFO : EPOCH 1 - PROGRESS: at 26.23% examples, 720155 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:58,595 : INFO : EPOCH 1 - PROGRESS: at 26.57% examples, 720050 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:26:59,618 : INFO : EPOCH 1 - PROGRESS: at 26.92% examples, 719990 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:00,623 : INFO : EPOCH 1 - PROGRESS: at 27.24% examples, 719986 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:01,637 : INFO : EPOCH 1 - PROGRESS: at 27.58% examples, 719910 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:02,642 : INFO : EPOCH 1 - PROGRESS: at 27.91% examples, 719924 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:03,651 : INFO : EPOCH 1 - PROGRESS: at 28.27% examples, 719799 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:04,666 : INFO : EPOCH 1 - PROGRESS: at 28.62% examples, 719551 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:05,669 : INFO : EPOCH 1 - PROGRESS: at 28.97% examples, 719494 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:06,669 : INFO : EPOCH 1 - PROGRESS: at 29.30% examples, 719374 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:07,678 : INFO : EPOCH 1 - PROGRESS: at 29.64% examples, 719251 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:08,685 : INFO : EPOCH 1 - PROGRESS: at 29.98% examples, 719021 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:09,687 : INFO : EPOCH 1 - PROGRESS: at 30.32% examples, 718933 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:10,699 : INFO : EPOCH 1 - PROGRESS: at 30.65% examples, 718789 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:11,707 : INFO : EPOCH 1 - PROGRESS: at 31.02% examples, 718509 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:12,707 : INFO : EPOCH 1 - PROGRESS: at 31.39% examples, 718531 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:13,722 : INFO : EPOCH 1 - PROGRESS: at 31.75% examples, 718369 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:14,724 : INFO : EPOCH 1 - PROGRESS: at 32.11% examples, 718232 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:15,747 : INFO : EPOCH 1 - PROGRESS: at 32.46% examples, 718067 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:16,768 : INFO : EPOCH 1 - PROGRESS: at 32.84% examples, 718004 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:17,778 : INFO : EPOCH 1 - PROGRESS: at 33.20% examples, 718098 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:18,778 : INFO : EPOCH 1 - PROGRESS: at 33.52% examples, 717938 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:19,780 : INFO : EPOCH 1 - PROGRESS: at 33.88% examples, 718042 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:20,780 : INFO : EPOCH 1 - PROGRESS: at 34.21% examples, 718270 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:21,788 : INFO : EPOCH 1 - PROGRESS: at 34.56% examples, 718422 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:22,797 : INFO : EPOCH 1 - PROGRESS: at 34.92% examples, 718579 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:27:23,808 : INFO : EPOCH 1 - PROGRESS: at 35.28% examples, 718809 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:24,820 : INFO : EPOCH 1 - PROGRESS: at 35.59% examples, 719079 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:25,826 : INFO : EPOCH 1 - PROGRESS: at 35.95% examples, 719209 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:26,836 : INFO : EPOCH 1 - PROGRESS: at 36.31% examples, 719357 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:27,842 : INFO : EPOCH 1 - PROGRESS: at 36.69% examples, 719512 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:28,860 : INFO : EPOCH 1 - PROGRESS: at 37.06% examples, 719526 words/s, in_qsize 8, out_qsize 1
2020-07-24 00:27:29,873 : INFO : EPOCH 1 - PROGRESS: at 37.44% examples, 719716 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:30,878 : INFO : EPOCH 1 - PROGRESS: at 37.80% examples, 719857 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:31,880 : INFO : EPOCH 1 - PROGRESS: at 38.16% examples, 720062 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:32,881 : INFO : EPOCH 1 - PROGRESS: at 38.52% examples, 720237 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:33,884 : INFO : EPOCH 1 - PROGRESS: at 38.89% examples, 720383 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:34,894 : INFO : EPOCH 1 - PROGRESS: at 39.23% examples, 720533 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:35,897 : INFO : EPOCH 1 - PROGRESS: at 39.59% examples, 720750 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:36,906 : INFO : EPOCH 1 - PROGRESS: at 39.93% examples, 720785 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:37,917 : INFO : EPOCH 1 - PROGRESS: at 40.25% examples, 720977 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:38,931 : INFO : EPOCH 1 - PROGRESS: at 40.62% examples, 721072 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:27:39,938 : INFO : EPOCH 1 - PROGRESS: at 40.95% examples, 721258 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:40,941 : INFO : EPOCH 1 - PROGRESS: at 41.32% examples, 721396 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:41,948 : INFO : EPOCH 1 - PROGRESS: at 41.67% examples, 721542 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:42,967 : INFO : EPOCH 1 - PROGRESS: at 42.01% examples, 721629 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:43,976 : INFO : EPOCH 1 - PROGRESS: at 42.37% examples, 721722 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:44,978 : INFO : EPOCH 1 - PROGRESS: at 42.73% examples, 721804 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:45,988 : INFO : EPOCH 1 - PROGRESS: at 43.10% examples, 721871 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:46,998 : INFO : EPOCH 1 - PROGRESS: at 43.47% examples, 721983 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:48,000 : INFO : EPOCH 1 - PROGRESS: at 43.82% examples, 722166 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:49,008 : INFO : EPOCH 1 - PROGRESS: at 44.17% examples, 722290 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:50,011 : INFO : EPOCH 1 - PROGRESS: at 44.54% examples, 722440 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:51,021 : INFO : EPOCH 1 - PROGRESS: at 44.90% examples, 722570 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:52,030 : INFO : EPOCH 1 - PROGRESS: at 45.25% examples, 722587 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:53,034 : INFO : EPOCH 1 - PROGRESS: at 45.62% examples, 722757 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:54,036 : INFO : EPOCH 1 - PROGRESS: at 45.97% examples, 722842 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:55,042 : INFO : EPOCH 1 - PROGRESS: at 46.31% examples, 722927 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:56,065 : INFO : EPOCH 1 - PROGRESS: at 46.65% examples, 723042 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:57,069 : INFO : EPOCH 1 - PROGRESS: at 47.01% examples, 723133 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:27:58,076 : INFO : EPOCH 1 - PROGRESS: at 47.34% examples, 723209 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:27:59,079 : INFO : EPOCH 1 - PROGRESS: at 47.69% examples, 723312 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:00,082 : INFO : EPOCH 1 - PROGRESS: at 48.02% examples, 723370 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:28:01,093 : INFO : EPOCH 1 - PROGRESS: at 48.37% examples, 723428 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:02,099 : INFO : EPOCH 1 - PROGRESS: at 48.72% examples, 723515 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:03,109 : INFO : EPOCH 1 - PROGRESS: at 49.09% examples, 723549 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:04,113 : INFO : EPOCH 1 - PROGRESS: at 49.46% examples, 723643 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:05,117 : INFO : EPOCH 1 - PROGRESS: at 49.80% examples, 723760 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:06,121 : INFO : EPOCH 1 - PROGRESS: at 50.16% examples, 723850 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:07,139 : INFO : EPOCH 1 - PROGRESS: at 50.53% examples, 723882 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:08,144 : INFO : EPOCH 1 - PROGRESS: at 50.87% examples, 723929 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:09,155 : INFO : EPOCH 1 - PROGRESS: at 51.21% examples, 724032 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:10,164 : INFO : EPOCH 1 - PROGRESS: at 51.54% examples, 723723 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:28:11,171 : INFO : EPOCH 1 - PROGRESS: at 51.86% examples, 723429 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:28:12,184 : INFO : EPOCH 1 - PROGRESS: at 52.20% examples, 723076 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:13,207 : INFO : EPOCH 1 - PROGRESS: at 52.50% examples, 722638 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:14,224 : INFO : EPOCH 1 - PROGRESS: at 52.83% examples, 722233 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:15,235 : INFO : EPOCH 1 - PROGRESS: at 53.15% examples, 721812 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:28:16,260 : INFO : EPOCH 1 - PROGRESS: at 53.46% examples, 721437 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:28:17,264 : INFO : EPOCH 1 - PROGRESS: at 53.79% examples, 721153 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:18,265 : INFO : EPOCH 1 - PROGRESS: at 54.11% examples, 720839 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:19,282 : INFO : EPOCH 1 - PROGRESS: at 54.43% examples, 720323 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:20,294 : INFO : EPOCH 1 - PROGRESS: at 54.66% examples, 719095 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:21,305 : INFO : EPOCH 1 - PROGRESS: at 54.89% examples, 718062 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:22,324 : INFO : EPOCH 1 - PROGRESS: at 55.18% examples, 716990 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:23,333 : INFO : EPOCH 1 - PROGRESS: at 55.43% examples, 716114 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:24,340 : INFO : EPOCH 1 - PROGRESS: at 55.70% examples, 715166 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:25,364 : INFO : EPOCH 1 - PROGRESS: at 55.97% examples, 714111 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:26,369 : INFO : EPOCH 1 - PROGRESS: at 56.23% examples, 713231 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:27,376 : INFO : EPOCH 1 - PROGRESS: at 56.51% examples, 712304 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:28,381 : INFO : EPOCH 1 - PROGRESS: at 56.76% examples, 711136 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:28:29,395 : INFO : EPOCH 1 - PROGRESS: at 57.04% examples, 710187 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:30,416 : INFO : EPOCH 1 - PROGRESS: at 57.33% examples, 709167 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:31,420 : INFO : EPOCH 1 - PROGRESS: at 57.60% examples, 708201 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:32,434 : INFO : EPOCH 1 - PROGRESS: at 57.89% examples, 707261 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:33,456 : INFO : EPOCH 1 - PROGRESS: at 58.15% examples, 706334 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:28:34,474 : INFO : EPOCH 1 - PROGRESS: at 58.45% examples, 705395 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:35,475 : INFO : EPOCH 1 - PROGRESS: at 58.71% examples, 704554 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:28:36,487 : INFO : EPOCH 1 - PROGRESS: at 58.97% examples, 703686 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:37,488 : INFO : EPOCH 1 - PROGRESS: at 59.21% examples, 702826 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:38,495 : INFO : EPOCH 1 - PROGRESS: at 59.46% examples, 701979 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:39,525 : INFO : EPOCH 1 - PROGRESS: at 59.72% examples, 701135 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:40,526 : INFO : EPOCH 1 - PROGRESS: at 59.99% examples, 700358 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:41,550 : INFO : EPOCH 1 - PROGRESS: at 60.29% examples, 699489 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:42,555 : INFO : EPOCH 1 - PROGRESS: at 60.57% examples, 698670 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:43,558 : INFO : EPOCH 1 - PROGRESS: at 60.85% examples, 697838 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:44,560 : INFO : EPOCH 1 - PROGRESS: at 61.12% examples, 697097 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:45,561 : INFO : EPOCH 1 - PROGRESS: at 61.40% examples, 696225 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:28:46,570 : INFO : EPOCH 1 - PROGRESS: at 61.65% examples, 695521 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:47,584 : INFO : EPOCH 1 - PROGRESS: at 61.92% examples, 694644 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:48,589 : INFO : EPOCH 1 - PROGRESS: at 62.19% examples, 693894 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:49,601 : INFO : EPOCH 1 - PROGRESS: at 62.47% examples, 693056 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:50,602 : INFO : EPOCH 1 - PROGRESS: at 62.74% examples, 692392 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:51,610 : INFO : EPOCH 1 - PROGRESS: at 63.01% examples, 691784 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:52,616 : INFO : EPOCH 1 - PROGRESS: at 63.29% examples, 690983 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:53,616 : INFO : EPOCH 1 - PROGRESS: at 63.56% examples, 690277 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:54,623 : INFO : EPOCH 1 - PROGRESS: at 63.84% examples, 689567 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:55,629 : INFO : EPOCH 1 - PROGRESS: at 64.09% examples, 688853 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:56,629 : INFO : EPOCH 1 - PROGRESS: at 64.30% examples, 688155 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:57,637 : INFO : EPOCH 1 - PROGRESS: at 64.57% examples, 687447 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:58,654 : INFO : EPOCH 1 - PROGRESS: at 64.85% examples, 686571 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:28:59,679 : INFO : EPOCH 1 - PROGRESS: at 65.12% examples, 685706 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:29:00,681 : INFO : EPOCH 1 - PROGRESS: at 65.37% examples, 684898 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:01,687 : INFO : EPOCH 1 - PROGRESS: at 65.56% examples, 683436 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:02,693 : INFO : EPOCH 1 - PROGRESS: at 65.80% examples, 682813 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:03,703 : INFO : EPOCH 1 - PROGRESS: at 66.09% examples, 682152 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:04,705 : INFO : EPOCH 1 - PROGRESS: at 66.36% examples, 681465 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:05,715 : INFO : EPOCH 1 - PROGRESS: at 66.64% examples, 680824 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:29:06,724 : INFO : EPOCH 1 - PROGRESS: at 66.92% examples, 680107 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:07,726 : INFO : EPOCH 1 - PROGRESS: at 67.18% examples, 679492 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:29:08,727 : INFO : EPOCH 1 - PROGRESS: at 67.43% examples, 678934 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:09,731 : INFO : EPOCH 1 - PROGRESS: at 67.70% examples, 678289 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:10,731 : INFO : EPOCH 1 - PROGRESS: at 67.96% examples, 677443 words/s, in_qsize 6, out_qsize 0
2020-07-24 00:29:11,743 : INFO : EPOCH 1 - PROGRESS: at 68.15% examples, 676156 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:12,747 : INFO : EPOCH 1 - PROGRESS: at 68.36% examples, 674951 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:13,780 : INFO : EPOCH 1 - PROGRESS: at 68.59% examples, 673661 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:14,807 : INFO : EPOCH 1 - PROGRESS: at 68.80% examples, 672397 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:15,828 : INFO : EPOCH 1 - PROGRESS: at 69.05% examples, 671331 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:16,836 : INFO : EPOCH 1 - PROGRESS: at 69.30% examples, 670921 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:17,838 : INFO : EPOCH 1 - PROGRESS: at 69.57% examples, 670612 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:18,884 : INFO : EPOCH 1 - PROGRESS: at 69.88% examples, 670106 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:19,887 : INFO : EPOCH 1 - PROGRESS: at 70.27% examples, 670282 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:20,889 : INFO : EPOCH 1 - PROGRESS: at 70.62% examples, 670593 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:21,900 : INFO : EPOCH 1 - PROGRESS: at 71.00% examples, 670847 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:22,900 : INFO : EPOCH 1 - PROGRESS: at 71.36% examples, 671102 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:23,910 : INFO : EPOCH 1 - PROGRESS: at 71.74% examples, 671315 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:24,912 : INFO : EPOCH 1 - PROGRESS: at 72.12% examples, 671603 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:25,914 : INFO : EPOCH 1 - PROGRESS: at 72.47% examples, 671820 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:26,918 : INFO : EPOCH 1 - PROGRESS: at 72.83% examples, 672157 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:27,924 : INFO : EPOCH 1 - PROGRESS: at 73.18% examples, 672343 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:28,928 : INFO : EPOCH 1 - PROGRESS: at 73.53% examples, 672615 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:29,938 : INFO : EPOCH 1 - PROGRESS: at 73.88% examples, 672866 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:30,949 : INFO : EPOCH 1 - PROGRESS: at 74.23% examples, 673109 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:31,957 : INFO : EPOCH 1 - PROGRESS: at 74.60% examples, 673392 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:32,973 : INFO : EPOCH 1 - PROGRESS: at 74.95% examples, 673632 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:33,983 : INFO : EPOCH 1 - PROGRESS: at 75.32% examples, 673861 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:34,986 : INFO : EPOCH 1 - PROGRESS: at 75.68% examples, 674117 words/s, in_qsize 8, out_qsize 1
2020-07-24 00:29:35,989 : INFO : EPOCH 1 - PROGRESS: at 76.05% examples, 674351 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:36,993 : INFO : EPOCH 1 - PROGRESS: at 76.43% examples, 674557 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:37,998 : INFO : EPOCH 1 - PROGRESS: at 76.78% examples, 674809 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:39,009 : INFO : EPOCH 1 - PROGRESS: at 77.14% examples, 675034 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:40,018 : INFO : EPOCH 1 - PROGRESS: at 77.51% examples, 675239 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:41,020 : INFO : EPOCH 1 - PROGRESS: at 77.86% examples, 675492 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:42,029 : INFO : EPOCH 1 - PROGRESS: at 78.19% examples, 675665 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:43,038 : INFO : EPOCH 1 - PROGRESS: at 78.53% examples, 675912 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:29:44,040 : INFO : EPOCH 1 - PROGRESS: at 78.88% examples, 676191 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:45,041 : INFO : EPOCH 1 - PROGRESS: at 79.22% examples, 676405 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:46,050 : INFO : EPOCH 1 - PROGRESS: at 79.60% examples, 676605 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:47,056 : INFO : EPOCH 1 - PROGRESS: at 79.95% examples, 676835 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:48,065 : INFO : EPOCH 1 - PROGRESS: at 80.30% examples, 677019 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:49,067 : INFO : EPOCH 1 - PROGRESS: at 80.65% examples, 677281 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:50,069 : INFO : EPOCH 1 - PROGRESS: at 81.00% examples, 677469 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:51,071 : INFO : EPOCH 1 - PROGRESS: at 81.34% examples, 677689 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:29:52,081 : INFO : EPOCH 1 - PROGRESS: at 81.68% examples, 677821 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:53,085 : INFO : EPOCH 1 - PROGRESS: at 82.05% examples, 678006 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:54,085 : INFO : EPOCH 1 - PROGRESS: at 82.40% examples, 678172 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:55,100 : INFO : EPOCH 1 - PROGRESS: at 82.77% examples, 678372 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:56,106 : INFO : EPOCH 1 - PROGRESS: at 83.13% examples, 678582 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:57,106 : INFO : EPOCH 1 - PROGRESS: at 83.48% examples, 678778 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:29:58,112 : INFO : EPOCH 1 - PROGRESS: at 83.83% examples, 678992 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:29:59,120 : INFO : EPOCH 1 - PROGRESS: at 84.19% examples, 679185 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:00,125 : INFO : EPOCH 1 - PROGRESS: at 84.56% examples, 679332 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:01,128 : INFO : EPOCH 1 - PROGRESS: at 84.91% examples, 679454 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:02,131 : INFO : EPOCH 1 - PROGRESS: at 85.26% examples, 679702 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:03,135 : INFO : EPOCH 1 - PROGRESS: at 85.61% examples, 679880 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:30:04,135 : INFO : EPOCH 1 - PROGRESS: at 86.00% examples, 680072 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:05,137 : INFO : EPOCH 1 - PROGRESS: at 86.35% examples, 680234 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:06,147 : INFO : EPOCH 1 - PROGRESS: at 86.72% examples, 680415 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:07,153 : INFO : EPOCH 1 - PROGRESS: at 87.07% examples, 680632 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:30:08,153 : INFO : EPOCH 1 - PROGRESS: at 87.44% examples, 680821 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:09,158 : INFO : EPOCH 1 - PROGRESS: at 87.78% examples, 681035 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:10,171 : INFO : EPOCH 1 - PROGRESS: at 88.11% examples, 681220 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:11,179 : INFO : EPOCH 1 - PROGRESS: at 88.46% examples, 681408 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:12,195 : INFO : EPOCH 1 - PROGRESS: at 88.82% examples, 681598 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:30:13,198 : INFO : EPOCH 1 - PROGRESS: at 89.15% examples, 681817 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:14,200 : INFO : EPOCH 1 - PROGRESS: at 89.51% examples, 681936 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:15,210 : INFO : EPOCH 1 - PROGRESS: at 89.85% examples, 682079 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:16,212 : INFO : EPOCH 1 - PROGRESS: at 90.18% examples, 682258 words/s, in_qsize 7, out_qsize 1
2020-07-24 00:30:17,224 : INFO : EPOCH 1 - PROGRESS: at 90.52% examples, 682482 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:18,230 : INFO : EPOCH 1 - PROGRESS: at 90.89% examples, 682647 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:19,235 : INFO : EPOCH 1 - PROGRESS: at 91.26% examples, 682785 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:20,242 : INFO : EPOCH 1 - PROGRESS: at 91.62% examples, 682896 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:21,254 : INFO : EPOCH 1 - PROGRESS: at 92.00% examples, 683058 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:22,257 : INFO : EPOCH 1 - PROGRESS: at 92.37% examples, 683242 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:23,260 : INFO : EPOCH 1 - PROGRESS: at 92.66% examples, 683331 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:24,260 : INFO : EPOCH 1 - PROGRESS: at 92.99% examples, 683500 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:25,266 : INFO : EPOCH 1 - PROGRESS: at 93.35% examples, 683653 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:26,272 : INFO : EPOCH 1 - PROGRESS: at 93.71% examples, 683849 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:27,273 : INFO : EPOCH 1 - PROGRESS: at 94.05% examples, 684018 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:28,282 : INFO : EPOCH 1 - PROGRESS: at 94.40% examples, 684160 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:29,300 : INFO : EPOCH 1 - PROGRESS: at 94.78% examples, 684323 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:30,311 : INFO : EPOCH 1 - PROGRESS: at 95.15% examples, 684430 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:31,330 : INFO : EPOCH 1 - PROGRESS: at 95.49% examples, 684575 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:32,336 : INFO : EPOCH 1 - PROGRESS: at 95.82% examples, 684758 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:33,350 : INFO : EPOCH 1 - PROGRESS: at 96.14% examples, 684914 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:34,364 : INFO : EPOCH 1 - PROGRESS: at 96.51% examples, 685060 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:35,373 : INFO : EPOCH 1 - PROGRESS: at 96.86% examples, 685208 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:36,375 : INFO : EPOCH 1 - PROGRESS: at 97.22% examples, 685318 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:37,392 : INFO : EPOCH 1 - PROGRESS: at 97.57% examples, 685484 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:38,404 : INFO : EPOCH 1 - PROGRESS: at 97.95% examples, 685629 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:39,414 : INFO : EPOCH 1 - PROGRESS: at 98.31% examples, 685809 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:40,414 : INFO : EPOCH 1 - PROGRESS: at 98.65% examples, 685952 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:41,414 : INFO : EPOCH 1 - PROGRESS: at 98.98% examples, 686088 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:42,417 : INFO : EPOCH 1 - PROGRESS: at 99.31% examples, 686208 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:43,420 : INFO : EPOCH 1 - PROGRESS: at 99.65% examples, 686345 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:44,377 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 00:30:44,382 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 00:30:44,395 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 00:30:44,406 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 00:30:44,407 : INFO : EPOCH - 1 : training on 266955784 raw words (207593692 effective words) took 302.4s, 686466 effective words/s
2020-07-24 00:30:45,422 : INFO : EPOCH 2 - PROGRESS: at 0.28% examples, 710030 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:46,425 : INFO : EPOCH 2 - PROGRESS: at 0.65% examples, 721356 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:30:47,426 : INFO : EPOCH 2 - PROGRESS: at 0.99% examples, 721942 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:48,426 : INFO : EPOCH 2 - PROGRESS: at 1.35% examples, 722738 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:49,432 : INFO : EPOCH 2 - PROGRESS: at 1.70% examples, 723891 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:30:50,442 : INFO : EPOCH 2 - PROGRESS: at 2.06% examples, 725037 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:51,442 : INFO : EPOCH 2 - PROGRESS: at 2.42% examples, 724926 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:52,452 : INFO : EPOCH 2 - PROGRESS: at 2.73% examples, 724693 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:53,455 : INFO : EPOCH 2 - PROGRESS: at 3.08% examples, 726206 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:54,455 : INFO : EPOCH 2 - PROGRESS: at 3.43% examples, 725286 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:55,457 : INFO : EPOCH 2 - PROGRESS: at 3.78% examples, 724293 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:56,466 : INFO : EPOCH 2 - PROGRESS: at 4.16% examples, 724561 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:57,470 : INFO : EPOCH 2 - PROGRESS: at 4.51% examples, 724833 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:58,476 : INFO : EPOCH 2 - PROGRESS: at 4.87% examples, 724652 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:30:59,482 : INFO : EPOCH 2 - PROGRESS: at 5.21% examples, 724774 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:00,484 : INFO : EPOCH 2 - PROGRESS: at 5.56% examples, 725344 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:01,485 : INFO : EPOCH 2 - PROGRESS: at 5.90% examples, 726030 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:02,493 : INFO : EPOCH 2 - PROGRESS: at 6.24% examples, 726086 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:03,495 : INFO : EPOCH 2 - PROGRESS: at 6.59% examples, 726189 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:04,504 : INFO : EPOCH 2 - PROGRESS: at 6.96% examples, 726121 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:05,504 : INFO : EPOCH 2 - PROGRESS: at 7.31% examples, 726080 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:06,506 : INFO : EPOCH 2 - PROGRESS: at 7.68% examples, 726288 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:07,518 : INFO : EPOCH 2 - PROGRESS: at 8.06% examples, 726168 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:08,532 : INFO : EPOCH 2 - PROGRESS: at 8.43% examples, 726153 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:09,532 : INFO : EPOCH 2 - PROGRESS: at 8.79% examples, 727058 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:10,539 : INFO : EPOCH 2 - PROGRESS: at 9.13% examples, 726774 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:11,553 : INFO : EPOCH 2 - PROGRESS: at 9.44% examples, 727143 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:12,562 : INFO : EPOCH 2 - PROGRESS: at 9.81% examples, 727400 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:13,573 : INFO : EPOCH 2 - PROGRESS: at 10.17% examples, 727438 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:14,584 : INFO : EPOCH 2 - PROGRESS: at 10.52% examples, 727529 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:15,589 : INFO : EPOCH 2 - PROGRESS: at 10.88% examples, 727856 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:16,602 : INFO : EPOCH 2 - PROGRESS: at 11.24% examples, 727850 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:17,610 : INFO : EPOCH 2 - PROGRESS: at 11.59% examples, 728197 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:18,619 : INFO : EPOCH 2 - PROGRESS: at 11.93% examples, 728213 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:19,620 : INFO : EPOCH 2 - PROGRESS: at 12.26% examples, 728722 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:20,635 : INFO : EPOCH 2 - PROGRESS: at 12.61% examples, 728773 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:21,651 : INFO : EPOCH 2 - PROGRESS: at 12.96% examples, 728645 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:22,652 : INFO : EPOCH 2 - PROGRESS: at 13.31% examples, 728768 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:23,656 : INFO : EPOCH 2 - PROGRESS: at 13.67% examples, 728764 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:24,659 : INFO : EPOCH 2 - PROGRESS: at 14.02% examples, 728847 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:25,670 : INFO : EPOCH 2 - PROGRESS: at 14.37% examples, 728943 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:26,680 : INFO : EPOCH 2 - PROGRESS: at 14.72% examples, 728965 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:27,684 : INFO : EPOCH 2 - PROGRESS: at 15.06% examples, 728896 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:28,692 : INFO : EPOCH 2 - PROGRESS: at 15.42% examples, 728963 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:29,698 : INFO : EPOCH 2 - PROGRESS: at 15.78% examples, 728950 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:31:30,699 : INFO : EPOCH 2 - PROGRESS: at 16.12% examples, 729113 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:31,708 : INFO : EPOCH 2 - PROGRESS: at 16.48% examples, 729060 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:31:32,721 : INFO : EPOCH 2 - PROGRESS: at 16.85% examples, 728814 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:33,732 : INFO : EPOCH 2 - PROGRESS: at 17.22% examples, 728885 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:34,738 : INFO : EPOCH 2 - PROGRESS: at 17.59% examples, 728791 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:35,743 : INFO : EPOCH 2 - PROGRESS: at 17.96% examples, 728875 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:36,751 : INFO : EPOCH 2 - PROGRESS: at 18.34% examples, 728921 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:37,753 : INFO : EPOCH 2 - PROGRESS: at 18.69% examples, 728936 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:38,759 : INFO : EPOCH 2 - PROGRESS: at 19.02% examples, 728454 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:39,761 : INFO : EPOCH 2 - PROGRESS: at 19.35% examples, 727910 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:40,769 : INFO : EPOCH 2 - PROGRESS: at 19.67% examples, 727145 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:41,772 : INFO : EPOCH 2 - PROGRESS: at 19.97% examples, 724959 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:42,786 : INFO : EPOCH 2 - PROGRESS: at 20.31% examples, 725063 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:43,789 : INFO : EPOCH 2 - PROGRESS: at 20.66% examples, 725292 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:44,792 : INFO : EPOCH 2 - PROGRESS: at 21.00% examples, 725158 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:45,796 : INFO : EPOCH 2 - PROGRESS: at 21.35% examples, 725348 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:46,807 : INFO : EPOCH 2 - PROGRESS: at 21.71% examples, 725571 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:47,811 : INFO : EPOCH 2 - PROGRESS: at 22.06% examples, 725685 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:48,812 : INFO : EPOCH 2 - PROGRESS: at 22.43% examples, 725674 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:49,817 : INFO : EPOCH 2 - PROGRESS: at 22.81% examples, 725716 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:50,817 : INFO : EPOCH 2 - PROGRESS: at 23.17% examples, 725851 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:51,823 : INFO : EPOCH 2 - PROGRESS: at 23.54% examples, 725771 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:52,829 : INFO : EPOCH 2 - PROGRESS: at 23.91% examples, 725852 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:53,835 : INFO : EPOCH 2 - PROGRESS: at 24.24% examples, 725948 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:31:54,836 : INFO : EPOCH 2 - PROGRESS: at 24.60% examples, 726049 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:55,838 : INFO : EPOCH 2 - PROGRESS: at 24.95% examples, 726156 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:56,841 : INFO : EPOCH 2 - PROGRESS: at 25.34% examples, 726168 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:57,849 : INFO : EPOCH 2 - PROGRESS: at 25.70% examples, 726268 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:58,860 : INFO : EPOCH 2 - PROGRESS: at 26.07% examples, 726246 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:31:59,862 : INFO : EPOCH 2 - PROGRESS: at 26.41% examples, 726378 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:00,874 : INFO : EPOCH 2 - PROGRESS: at 26.75% examples, 726416 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:01,874 : INFO : EPOCH 2 - PROGRESS: at 27.09% examples, 726633 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:02,886 : INFO : EPOCH 2 - PROGRESS: at 27.44% examples, 726662 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:03,891 : INFO : EPOCH 2 - PROGRESS: at 27.78% examples, 726748 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:04,892 : INFO : EPOCH 2 - PROGRESS: at 28.14% examples, 726713 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:05,918 : INFO : EPOCH 2 - PROGRESS: at 28.50% examples, 726765 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:06,923 : INFO : EPOCH 2 - PROGRESS: at 28.85% examples, 726849 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:07,942 : INFO : EPOCH 2 - PROGRESS: at 29.21% examples, 726816 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:08,943 : INFO : EPOCH 2 - PROGRESS: at 29.56% examples, 727031 words/s, in_qsize 8, out_qsize 1
2020-07-24 00:32:09,950 : INFO : EPOCH 2 - PROGRESS: at 29.91% examples, 727144 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:10,958 : INFO : EPOCH 2 - PROGRESS: at 30.27% examples, 727151 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:11,960 : INFO : EPOCH 2 - PROGRESS: at 30.60% examples, 727214 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:12,968 : INFO : EPOCH 2 - PROGRESS: at 30.98% examples, 727160 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:13,969 : INFO : EPOCH 2 - PROGRESS: at 31.36% examples, 727046 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:14,970 : INFO : EPOCH 2 - PROGRESS: at 31.73% examples, 727082 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:15,984 : INFO : EPOCH 2 - PROGRESS: at 32.10% examples, 727076 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:16,997 : INFO : EPOCH 2 - PROGRESS: at 32.46% examples, 727055 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:18,003 : INFO : EPOCH 2 - PROGRESS: at 32.84% examples, 727011 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:19,014 : INFO : EPOCH 2 - PROGRESS: at 33.20% examples, 727083 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:20,017 : INFO : EPOCH 2 - PROGRESS: at 33.55% examples, 727180 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:21,021 : INFO : EPOCH 2 - PROGRESS: at 33.89% examples, 727131 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:22,023 : INFO : EPOCH 2 - PROGRESS: at 34.22% examples, 727220 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:23,027 : INFO : EPOCH 2 - PROGRESS: at 34.57% examples, 727169 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:24,033 : INFO : EPOCH 2 - PROGRESS: at 34.93% examples, 727166 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:25,038 : INFO : EPOCH 2 - PROGRESS: at 35.28% examples, 727230 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:26,060 : INFO : EPOCH 2 - PROGRESS: at 35.59% examples, 727349 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:27,067 : INFO : EPOCH 2 - PROGRESS: at 35.94% examples, 727319 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:28,074 : INFO : EPOCH 2 - PROGRESS: at 36.31% examples, 727485 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:29,078 : INFO : EPOCH 2 - PROGRESS: at 36.68% examples, 727432 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:30,081 : INFO : EPOCH 2 - PROGRESS: at 37.05% examples, 727423 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:31,084 : INFO : EPOCH 2 - PROGRESS: at 37.42% examples, 727473 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:32,089 : INFO : EPOCH 2 - PROGRESS: at 37.77% examples, 727395 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:33,095 : INFO : EPOCH 2 - PROGRESS: at 38.14% examples, 727486 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:34,103 : INFO : EPOCH 2 - PROGRESS: at 38.50% examples, 727586 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:35,110 : INFO : EPOCH 2 - PROGRESS: at 38.85% examples, 727563 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:36,116 : INFO : EPOCH 2 - PROGRESS: at 39.19% examples, 727635 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:37,123 : INFO : EPOCH 2 - PROGRESS: at 39.56% examples, 727676 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:38,139 : INFO : EPOCH 2 - PROGRESS: at 39.91% examples, 727727 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:39,149 : INFO : EPOCH 2 - PROGRESS: at 40.22% examples, 727720 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:40,153 : INFO : EPOCH 2 - PROGRESS: at 40.58% examples, 727826 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:41,166 : INFO : EPOCH 2 - PROGRESS: at 40.92% examples, 727768 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:42,177 : INFO : EPOCH 2 - PROGRESS: at 41.27% examples, 727880 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:43,182 : INFO : EPOCH 2 - PROGRESS: at 41.62% examples, 727948 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:44,189 : INFO : EPOCH 2 - PROGRESS: at 41.97% examples, 728031 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:45,191 : INFO : EPOCH 2 - PROGRESS: at 42.33% examples, 727994 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:46,193 : INFO : EPOCH 2 - PROGRESS: at 42.67% examples, 728094 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:47,204 : INFO : EPOCH 2 - PROGRESS: at 43.05% examples, 728009 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:48,210 : INFO : EPOCH 2 - PROGRESS: at 43.43% examples, 728061 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:49,210 : INFO : EPOCH 2 - PROGRESS: at 43.76% examples, 728139 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:32:50,214 : INFO : EPOCH 2 - PROGRESS: at 44.11% examples, 728182 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:51,219 : INFO : EPOCH 2 - PROGRESS: at 44.46% examples, 728103 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:52,224 : INFO : EPOCH 2 - PROGRESS: at 44.84% examples, 728136 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:53,239 : INFO : EPOCH 2 - PROGRESS: at 45.19% examples, 728167 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:54,247 : INFO : EPOCH 2 - PROGRESS: at 45.53% examples, 728246 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:55,258 : INFO : EPOCH 2 - PROGRESS: at 45.90% examples, 728194 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:56,260 : INFO : EPOCH 2 - PROGRESS: at 46.23% examples, 728267 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:57,278 : INFO : EPOCH 2 - PROGRESS: at 46.60% examples, 728300 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:58,283 : INFO : EPOCH 2 - PROGRESS: at 46.92% examples, 728304 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:32:59,293 : INFO : EPOCH 2 - PROGRESS: at 47.27% examples, 728413 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:00,294 : INFO : EPOCH 2 - PROGRESS: at 47.61% examples, 728413 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:01,296 : INFO : EPOCH 2 - PROGRESS: at 47.94% examples, 728439 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:02,302 : INFO : EPOCH 2 - PROGRESS: at 48.28% examples, 728520 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:03,303 : INFO : EPOCH 2 - PROGRESS: at 48.62% examples, 728532 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:04,323 : INFO : EPOCH 2 - PROGRESS: at 49.00% examples, 728467 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:05,332 : INFO : EPOCH 2 - PROGRESS: at 49.38% examples, 728496 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:33:06,349 : INFO : EPOCH 2 - PROGRESS: at 49.72% examples, 728500 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:07,359 : INFO : EPOCH 2 - PROGRESS: at 50.08% examples, 728530 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:08,366 : INFO : EPOCH 2 - PROGRESS: at 50.43% examples, 728556 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:33:09,369 : INFO : EPOCH 2 - PROGRESS: at 50.81% examples, 728555 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:10,386 : INFO : EPOCH 2 - PROGRESS: at 51.13% examples, 728537 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:11,412 : INFO : EPOCH 2 - PROGRESS: at 51.48% examples, 728583 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:12,417 : INFO : EPOCH 2 - PROGRESS: at 51.82% examples, 728581 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:13,430 : INFO : EPOCH 2 - PROGRESS: at 52.19% examples, 728577 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:33:14,443 : INFO : EPOCH 2 - PROGRESS: at 52.53% examples, 728689 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:15,446 : INFO : EPOCH 2 - PROGRESS: at 52.88% examples, 728668 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:16,453 : INFO : EPOCH 2 - PROGRESS: at 53.24% examples, 728676 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:17,454 : INFO : EPOCH 2 - PROGRESS: at 53.57% examples, 728755 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:18,466 : INFO : EPOCH 2 - PROGRESS: at 53.93% examples, 728762 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:19,468 : INFO : EPOCH 2 - PROGRESS: at 54.28% examples, 728749 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:20,480 : INFO : EPOCH 2 - PROGRESS: at 54.62% examples, 728771 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:21,482 : INFO : EPOCH 2 - PROGRESS: at 54.94% examples, 728795 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:22,485 : INFO : EPOCH 2 - PROGRESS: at 55.29% examples, 728855 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:23,494 : INFO : EPOCH 2 - PROGRESS: at 55.62% examples, 728938 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:33:24,511 : INFO : EPOCH 2 - PROGRESS: at 55.99% examples, 728882 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:33:25,520 : INFO : EPOCH 2 - PROGRESS: at 56.34% examples, 728951 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:26,528 : INFO : EPOCH 2 - PROGRESS: at 56.70% examples, 728936 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:27,528 : INFO : EPOCH 2 - PROGRESS: at 57.05% examples, 728954 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:28,531 : INFO : EPOCH 2 - PROGRESS: at 57.42% examples, 728883 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:29,534 : INFO : EPOCH 2 - PROGRESS: at 57.80% examples, 728894 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:30,538 : INFO : EPOCH 2 - PROGRESS: at 58.14% examples, 728861 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:33:31,539 : INFO : EPOCH 2 - PROGRESS: at 58.51% examples, 728841 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:32,545 : INFO : EPOCH 2 - PROGRESS: at 58.84% examples, 728883 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:33,555 : INFO : EPOCH 2 - PROGRESS: at 59.19% examples, 728852 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:34,569 : INFO : EPOCH 2 - PROGRESS: at 59.52% examples, 728852 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:35,583 : INFO : EPOCH 2 - PROGRESS: at 59.87% examples, 728909 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:36,604 : INFO : EPOCH 2 - PROGRESS: at 60.24% examples, 728842 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:37,605 : INFO : EPOCH 2 - PROGRESS: at 60.61% examples, 728879 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:38,611 : INFO : EPOCH 2 - PROGRESS: at 61.00% examples, 728846 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:33:39,616 : INFO : EPOCH 2 - PROGRESS: at 61.35% examples, 728887 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:40,633 : INFO : EPOCH 2 - PROGRESS: at 61.69% examples, 728876 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:41,639 : INFO : EPOCH 2 - PROGRESS: at 62.05% examples, 728883 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:42,659 : INFO : EPOCH 2 - PROGRESS: at 62.42% examples, 728906 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:43,665 : INFO : EPOCH 2 - PROGRESS: at 62.77% examples, 728966 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:44,674 : INFO : EPOCH 2 - PROGRESS: at 63.12% examples, 728922 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:45,675 : INFO : EPOCH 2 - PROGRESS: at 63.50% examples, 728965 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:46,677 : INFO : EPOCH 2 - PROGRESS: at 63.85% examples, 728891 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:47,679 : INFO : EPOCH 2 - PROGRESS: at 64.16% examples, 728993 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:48,679 : INFO : EPOCH 2 - PROGRESS: at 64.49% examples, 729031 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:49,686 : INFO : EPOCH 2 - PROGRESS: at 64.88% examples, 728959 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:50,694 : INFO : EPOCH 2 - PROGRESS: at 65.24% examples, 728992 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:51,699 : INFO : EPOCH 2 - PROGRESS: at 65.59% examples, 729041 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:52,713 : INFO : EPOCH 2 - PROGRESS: at 65.93% examples, 729064 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:53,721 : INFO : EPOCH 2 - PROGRESS: at 66.31% examples, 729045 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:54,727 : INFO : EPOCH 2 - PROGRESS: at 66.67% examples, 729067 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:55,729 : INFO : EPOCH 2 - PROGRESS: at 67.02% examples, 729046 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:56,743 : INFO : EPOCH 2 - PROGRESS: at 67.36% examples, 729024 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:57,744 : INFO : EPOCH 2 - PROGRESS: at 67.72% examples, 729030 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:58,753 : INFO : EPOCH 2 - PROGRESS: at 68.09% examples, 729029 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:33:59,771 : INFO : EPOCH 2 - PROGRESS: at 68.45% examples, 729007 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:00,775 : INFO : EPOCH 2 - PROGRESS: at 68.83% examples, 728991 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:01,795 : INFO : EPOCH 2 - PROGRESS: at 69.21% examples, 728943 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:02,809 : INFO : EPOCH 2 - PROGRESS: at 69.52% examples, 729004 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:03,813 : INFO : EPOCH 2 - PROGRESS: at 69.90% examples, 729016 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:04,817 : INFO : EPOCH 2 - PROGRESS: at 70.29% examples, 728978 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:34:05,826 : INFO : EPOCH 2 - PROGRESS: at 70.64% examples, 728982 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:06,832 : INFO : EPOCH 2 - PROGRESS: at 71.01% examples, 728981 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:07,837 : INFO : EPOCH 2 - PROGRESS: at 71.39% examples, 728958 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:08,842 : INFO : EPOCH 2 - PROGRESS: at 71.77% examples, 729015 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:34:09,853 : INFO : EPOCH 2 - PROGRESS: at 72.15% examples, 728986 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:10,867 : INFO : EPOCH 2 - PROGRESS: at 72.51% examples, 728996 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:34:11,869 : INFO : EPOCH 2 - PROGRESS: at 72.87% examples, 729035 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:34:12,876 : INFO : EPOCH 2 - PROGRESS: at 73.21% examples, 729015 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:13,879 : INFO : EPOCH 2 - PROGRESS: at 73.56% examples, 729001 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:14,884 : INFO : EPOCH 2 - PROGRESS: at 73.91% examples, 729034 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:15,891 : INFO : EPOCH 2 - PROGRESS: at 74.26% examples, 728978 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:16,896 : INFO : EPOCH 2 - PROGRESS: at 74.62% examples, 728966 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:17,910 : INFO : EPOCH 2 - PROGRESS: at 74.97% examples, 728903 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:18,915 : INFO : EPOCH 2 - PROGRESS: at 75.32% examples, 728798 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:19,918 : INFO : EPOCH 2 - PROGRESS: at 75.66% examples, 728620 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:20,919 : INFO : EPOCH 2 - PROGRESS: at 76.00% examples, 728336 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:21,928 : INFO : EPOCH 2 - PROGRESS: at 76.31% examples, 727720 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:22,928 : INFO : EPOCH 2 - PROGRESS: at 76.68% examples, 727738 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:23,932 : INFO : EPOCH 2 - PROGRESS: at 77.03% examples, 727639 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:24,934 : INFO : EPOCH 2 - PROGRESS: at 77.39% examples, 727664 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:25,947 : INFO : EPOCH 2 - PROGRESS: at 77.73% examples, 727617 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:26,951 : INFO : EPOCH 2 - PROGRESS: at 78.07% examples, 727595 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:27,956 : INFO : EPOCH 2 - PROGRESS: at 78.40% examples, 727583 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:28,969 : INFO : EPOCH 2 - PROGRESS: at 78.76% examples, 727568 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:29,978 : INFO : EPOCH 2 - PROGRESS: at 79.09% examples, 727548 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:30,979 : INFO : EPOCH 2 - PROGRESS: at 79.44% examples, 727509 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:31,982 : INFO : EPOCH 2 - PROGRESS: at 79.81% examples, 727476 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:32,983 : INFO : EPOCH 2 - PROGRESS: at 80.15% examples, 727373 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:33,992 : INFO : EPOCH 2 - PROGRESS: at 80.47% examples, 727303 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:35,003 : INFO : EPOCH 2 - PROGRESS: at 80.84% examples, 727300 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:34:36,012 : INFO : EPOCH 2 - PROGRESS: at 81.18% examples, 727328 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:37,014 : INFO : EPOCH 2 - PROGRESS: at 81.52% examples, 727328 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:38,015 : INFO : EPOCH 2 - PROGRESS: at 81.88% examples, 727336 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:39,015 : INFO : EPOCH 2 - PROGRESS: at 82.24% examples, 727299 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:40,027 : INFO : EPOCH 2 - PROGRESS: at 82.61% examples, 727323 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:41,050 : INFO : EPOCH 2 - PROGRESS: at 82.97% examples, 727295 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:42,054 : INFO : EPOCH 2 - PROGRESS: at 83.33% examples, 727329 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:43,069 : INFO : EPOCH 2 - PROGRESS: at 83.67% examples, 727345 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:34:44,073 : INFO : EPOCH 2 - PROGRESS: at 84.04% examples, 727330 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:45,076 : INFO : EPOCH 2 - PROGRESS: at 84.42% examples, 727342 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:46,077 : INFO : EPOCH 2 - PROGRESS: at 84.77% examples, 727318 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:47,091 : INFO : EPOCH 2 - PROGRESS: at 85.12% examples, 727365 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:48,093 : INFO : EPOCH 2 - PROGRESS: at 85.47% examples, 727362 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:49,106 : INFO : EPOCH 2 - PROGRESS: at 85.86% examples, 727351 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:50,113 : INFO : EPOCH 2 - PROGRESS: at 86.22% examples, 727356 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:51,138 : INFO : EPOCH 2 - PROGRESS: at 86.58% examples, 727343 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:52,149 : INFO : EPOCH 2 - PROGRESS: at 86.94% examples, 727404 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:53,157 : INFO : EPOCH 2 - PROGRESS: at 87.31% examples, 727423 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:54,167 : INFO : EPOCH 2 - PROGRESS: at 87.65% examples, 727422 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:34:55,169 : INFO : EPOCH 2 - PROGRESS: at 87.98% examples, 727472 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:56,175 : INFO : EPOCH 2 - PROGRESS: at 88.34% examples, 727530 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:57,178 : INFO : EPOCH 2 - PROGRESS: at 88.70% examples, 727532 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:58,185 : INFO : EPOCH 2 - PROGRESS: at 89.03% examples, 727575 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:34:59,195 : INFO : EPOCH 2 - PROGRESS: at 89.38% examples, 727549 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:00,196 : INFO : EPOCH 2 - PROGRESS: at 89.74% examples, 727550 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:01,200 : INFO : EPOCH 2 - PROGRESS: at 90.06% examples, 727566 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:02,200 : INFO : EPOCH 2 - PROGRESS: at 90.40% examples, 727615 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:03,208 : INFO : EPOCH 2 - PROGRESS: at 90.77% examples, 727630 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:04,218 : INFO : EPOCH 2 - PROGRESS: at 91.15% examples, 727617 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:05,234 : INFO : EPOCH 2 - PROGRESS: at 91.50% examples, 727621 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:06,237 : INFO : EPOCH 2 - PROGRESS: at 91.89% examples, 727643 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:07,237 : INFO : EPOCH 2 - PROGRESS: at 92.25% examples, 727622 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:08,244 : INFO : EPOCH 2 - PROGRESS: at 92.57% examples, 727662 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:09,259 : INFO : EPOCH 2 - PROGRESS: at 92.89% examples, 727727 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:10,267 : INFO : EPOCH 2 - PROGRESS: at 93.26% examples, 727706 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:11,279 : INFO : EPOCH 2 - PROGRESS: at 93.62% examples, 727728 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:12,284 : INFO : EPOCH 2 - PROGRESS: at 93.97% examples, 727758 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:13,287 : INFO : EPOCH 2 - PROGRESS: at 94.31% examples, 727772 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:14,293 : INFO : EPOCH 2 - PROGRESS: at 94.68% examples, 727756 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:15,296 : INFO : EPOCH 2 - PROGRESS: at 95.05% examples, 727735 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:16,311 : INFO : EPOCH 2 - PROGRESS: at 95.40% examples, 727727 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:17,311 : INFO : EPOCH 2 - PROGRESS: at 95.73% examples, 727743 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:18,318 : INFO : EPOCH 2 - PROGRESS: at 96.06% examples, 727781 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:19,318 : INFO : EPOCH 2 - PROGRESS: at 96.42% examples, 727820 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:20,320 : INFO : EPOCH 2 - PROGRESS: at 96.77% examples, 727826 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:21,321 : INFO : EPOCH 2 - PROGRESS: at 97.12% examples, 727796 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:22,323 : INFO : EPOCH 2 - PROGRESS: at 97.48% examples, 727811 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:23,329 : INFO : EPOCH 2 - PROGRESS: at 97.84% examples, 727803 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:24,341 : INFO : EPOCH 2 - PROGRESS: at 98.20% examples, 727829 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:25,348 : INFO : EPOCH 2 - PROGRESS: at 98.55% examples, 727851 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:26,361 : INFO : EPOCH 2 - PROGRESS: at 98.88% examples, 727889 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:27,378 : INFO : EPOCH 2 - PROGRESS: at 99.23% examples, 727884 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:28,392 : INFO : EPOCH 2 - PROGRESS: at 99.56% examples, 727901 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:29,397 : INFO : EPOCH 2 - PROGRESS: at 99.93% examples, 727869 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:29,571 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 00:35:29,585 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 00:35:29,590 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 00:35:29,599 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 00:35:29,600 : INFO : EPOCH - 2 : training on 266955784 raw words (207587368 effective words) took 285.2s, 727896 effective words/s
2020-07-24 00:35:30,615 : INFO : EPOCH 3 - PROGRESS: at 0.29% examples, 732884 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:31,622 : INFO : EPOCH 3 - PROGRESS: at 0.66% examples, 731632 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:32,625 : INFO : EPOCH 3 - PROGRESS: at 1.01% examples, 732826 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:33,632 : INFO : EPOCH 3 - PROGRESS: at 1.37% examples, 734152 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:34,639 : INFO : EPOCH 3 - PROGRESS: at 1.74% examples, 735333 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:35,640 : INFO : EPOCH 3 - PROGRESS: at 2.10% examples, 736244 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:36,643 : INFO : EPOCH 3 - PROGRESS: at 2.47% examples, 736212 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:35:37,653 : INFO : EPOCH 3 - PROGRESS: at 2.77% examples, 736708 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:38,653 : INFO : EPOCH 3 - PROGRESS: at 3.12% examples, 736101 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:39,654 : INFO : EPOCH 3 - PROGRESS: at 3.49% examples, 736227 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:35:40,668 : INFO : EPOCH 3 - PROGRESS: at 3.85% examples, 735243 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:41,668 : INFO : EPOCH 3 - PROGRESS: at 4.22% examples, 734804 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:42,678 : INFO : EPOCH 3 - PROGRESS: at 4.59% examples, 734942 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:43,694 : INFO : EPOCH 3 - PROGRESS: at 4.94% examples, 735010 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:35:44,699 : INFO : EPOCH 3 - PROGRESS: at 5.30% examples, 735173 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:45,718 : INFO : EPOCH 3 - PROGRESS: at 5.65% examples, 735343 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:46,725 : INFO : EPOCH 3 - PROGRESS: at 6.00% examples, 735328 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:47,735 : INFO : EPOCH 3 - PROGRESS: at 6.35% examples, 735293 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:48,736 : INFO : EPOCH 3 - PROGRESS: at 6.69% examples, 735968 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:49,740 : INFO : EPOCH 3 - PROGRESS: at 7.06% examples, 735036 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:50,744 : INFO : EPOCH 3 - PROGRESS: at 7.42% examples, 734903 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:51,751 : INFO : EPOCH 3 - PROGRESS: at 7.80% examples, 735087 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:52,775 : INFO : EPOCH 3 - PROGRESS: at 8.18% examples, 734565 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:35:53,786 : INFO : EPOCH 3 - PROGRESS: at 8.54% examples, 734348 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:54,790 : INFO : EPOCH 3 - PROGRESS: at 8.91% examples, 734613 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:55,792 : INFO : EPOCH 3 - PROGRESS: at 9.24% examples, 734677 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:56,800 : INFO : EPOCH 3 - PROGRESS: at 9.56% examples, 734787 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:57,822 : INFO : EPOCH 3 - PROGRESS: at 9.94% examples, 734436 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:58,828 : INFO : EPOCH 3 - PROGRESS: at 10.29% examples, 734880 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:35:59,836 : INFO : EPOCH 3 - PROGRESS: at 10.65% examples, 734644 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:00,839 : INFO : EPOCH 3 - PROGRESS: at 11.00% examples, 735033 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:01,844 : INFO : EPOCH 3 - PROGRESS: at 11.36% examples, 735155 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:02,853 : INFO : EPOCH 3 - PROGRESS: at 11.71% examples, 734894 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:03,855 : INFO : EPOCH 3 - PROGRESS: at 12.06% examples, 734897 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:36:04,869 : INFO : EPOCH 3 - PROGRESS: at 12.38% examples, 735030 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:05,873 : INFO : EPOCH 3 - PROGRESS: at 12.73% examples, 735084 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:36:06,878 : INFO : EPOCH 3 - PROGRESS: at 13.07% examples, 734886 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:07,885 : INFO : EPOCH 3 - PROGRESS: at 13.44% examples, 734858 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:08,888 : INFO : EPOCH 3 - PROGRESS: at 13.80% examples, 734890 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:09,888 : INFO : EPOCH 3 - PROGRESS: at 14.16% examples, 734935 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:10,894 : INFO : EPOCH 3 - PROGRESS: at 14.49% examples, 735077 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:11,899 : INFO : EPOCH 3 - PROGRESS: at 14.86% examples, 734885 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:12,905 : INFO : EPOCH 3 - PROGRESS: at 15.20% examples, 734796 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:13,921 : INFO : EPOCH 3 - PROGRESS: at 15.56% examples, 734663 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:14,940 : INFO : EPOCH 3 - PROGRESS: at 15.91% examples, 734908 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:36:15,940 : INFO : EPOCH 3 - PROGRESS: at 16.26% examples, 734868 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:36:16,948 : INFO : EPOCH 3 - PROGRESS: at 16.63% examples, 734586 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:17,952 : INFO : EPOCH 3 - PROGRESS: at 17.00% examples, 734376 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:18,955 : INFO : EPOCH 3 - PROGRESS: at 17.36% examples, 734129 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:19,968 : INFO : EPOCH 3 - PROGRESS: at 17.74% examples, 734115 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:20,969 : INFO : EPOCH 3 - PROGRESS: at 18.11% examples, 734426 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:21,971 : INFO : EPOCH 3 - PROGRESS: at 18.49% examples, 734464 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:22,974 : INFO : EPOCH 3 - PROGRESS: at 18.84% examples, 734575 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:23,986 : INFO : EPOCH 3 - PROGRESS: at 19.18% examples, 734619 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:24,990 : INFO : EPOCH 3 - PROGRESS: at 19.53% examples, 734593 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:25,995 : INFO : EPOCH 3 - PROGRESS: at 19.90% examples, 734641 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:27,001 : INFO : EPOCH 3 - PROGRESS: at 20.23% examples, 734907 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:28,011 : INFO : EPOCH 3 - PROGRESS: at 20.59% examples, 734723 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:29,019 : INFO : EPOCH 3 - PROGRESS: at 20.93% examples, 734829 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:30,024 : INFO : EPOCH 3 - PROGRESS: at 21.28% examples, 734933 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:36:31,027 : INFO : EPOCH 3 - PROGRESS: at 21.65% examples, 735056 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:32,034 : INFO : EPOCH 3 - PROGRESS: at 22.00% examples, 735154 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:33,035 : INFO : EPOCH 3 - PROGRESS: at 22.39% examples, 735291 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:34,037 : INFO : EPOCH 3 - PROGRESS: at 22.76% examples, 735180 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:35,046 : INFO : EPOCH 3 - PROGRESS: at 23.12% examples, 735140 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:36,053 : INFO : EPOCH 3 - PROGRESS: at 23.50% examples, 735147 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:37,059 : INFO : EPOCH 3 - PROGRESS: at 23.84% examples, 734549 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:38,059 : INFO : EPOCH 3 - PROGRESS: at 24.15% examples, 733764 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:39,060 : INFO : EPOCH 3 - PROGRESS: at 24.48% examples, 732937 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:40,068 : INFO : EPOCH 3 - PROGRESS: at 24.80% examples, 731908 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:41,076 : INFO : EPOCH 3 - PROGRESS: at 25.14% examples, 730935 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:42,087 : INFO : EPOCH 3 - PROGRESS: at 25.49% examples, 729947 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:43,094 : INFO : EPOCH 3 - PROGRESS: at 25.80% examples, 729099 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:44,103 : INFO : EPOCH 3 - PROGRESS: at 26.14% examples, 728205 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:45,105 : INFO : EPOCH 3 - PROGRESS: at 26.46% examples, 727540 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:36:46,117 : INFO : EPOCH 3 - PROGRESS: at 26.79% examples, 726766 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:47,123 : INFO : EPOCH 3 - PROGRESS: at 27.09% examples, 726096 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:36:48,140 : INFO : EPOCH 3 - PROGRESS: at 27.42% examples, 725299 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:49,141 : INFO : EPOCH 3 - PROGRESS: at 27.71% examples, 724573 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:50,154 : INFO : EPOCH 3 - PROGRESS: at 28.05% examples, 723905 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:36:51,162 : INFO : EPOCH 3 - PROGRESS: at 28.37% examples, 723230 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:52,165 : INFO : EPOCH 3 - PROGRESS: at 28.70% examples, 722528 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:53,167 : INFO : EPOCH 3 - PROGRESS: at 29.02% examples, 721870 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:54,173 : INFO : EPOCH 3 - PROGRESS: at 29.34% examples, 721148 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:55,176 : INFO : EPOCH 3 - PROGRESS: at 29.65% examples, 720617 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:56,187 : INFO : EPOCH 3 - PROGRESS: at 29.98% examples, 719922 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:57,193 : INFO : EPOCH 3 - PROGRESS: at 30.30% examples, 719386 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:58,199 : INFO : EPOCH 3 - PROGRESS: at 30.61% examples, 718801 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:36:59,205 : INFO : EPOCH 3 - PROGRESS: at 30.93% examples, 717744 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:00,214 : INFO : EPOCH 3 - PROGRESS: at 31.26% examples, 716775 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:01,219 : INFO : EPOCH 3 - PROGRESS: at 31.56% examples, 715285 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:02,236 : INFO : EPOCH 3 - PROGRESS: at 31.92% examples, 714733 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:03,251 : INFO : EPOCH 3 - PROGRESS: at 32.28% examples, 714936 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:37:04,254 : INFO : EPOCH 3 - PROGRESS: at 32.65% examples, 715127 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:05,255 : INFO : EPOCH 3 - PROGRESS: at 33.03% examples, 715228 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:06,274 : INFO : EPOCH 3 - PROGRESS: at 33.38% examples, 715503 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:07,285 : INFO : EPOCH 3 - PROGRESS: at 33.74% examples, 715714 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:08,293 : INFO : EPOCH 3 - PROGRESS: at 34.07% examples, 716045 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:09,299 : INFO : EPOCH 3 - PROGRESS: at 34.42% examples, 716367 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:10,305 : INFO : EPOCH 3 - PROGRESS: at 34.78% examples, 716442 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:11,310 : INFO : EPOCH 3 - PROGRESS: at 35.14% examples, 716564 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:12,331 : INFO : EPOCH 3 - PROGRESS: at 35.47% examples, 716870 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:13,353 : INFO : EPOCH 3 - PROGRESS: at 35.81% examples, 717021 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:37:14,365 : INFO : EPOCH 3 - PROGRESS: at 36.15% examples, 717217 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:15,369 : INFO : EPOCH 3 - PROGRESS: at 36.53% examples, 717357 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:16,378 : INFO : EPOCH 3 - PROGRESS: at 36.92% examples, 717454 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:17,391 : INFO : EPOCH 3 - PROGRESS: at 37.29% examples, 717525 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:37:18,393 : INFO : EPOCH 3 - PROGRESS: at 37.66% examples, 717809 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:19,393 : INFO : EPOCH 3 - PROGRESS: at 38.01% examples, 717892 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:20,406 : INFO : EPOCH 3 - PROGRESS: at 38.36% examples, 718089 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:37:21,411 : INFO : EPOCH 3 - PROGRESS: at 38.74% examples, 718286 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:22,411 : INFO : EPOCH 3 - PROGRESS: at 39.08% examples, 718510 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:23,411 : INFO : EPOCH 3 - PROGRESS: at 39.44% examples, 718704 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:24,411 : INFO : EPOCH 3 - PROGRESS: at 39.79% examples, 718795 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:25,424 : INFO : EPOCH 3 - PROGRESS: at 40.12% examples, 718949 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:26,455 : INFO : EPOCH 3 - PROGRESS: at 40.46% examples, 719048 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:27,459 : INFO : EPOCH 3 - PROGRESS: at 40.81% examples, 719231 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:28,461 : INFO : EPOCH 3 - PROGRESS: at 41.16% examples, 719395 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:29,462 : INFO : EPOCH 3 - PROGRESS: at 41.50% examples, 719424 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:30,465 : INFO : EPOCH 3 - PROGRESS: at 41.87% examples, 719624 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:31,467 : INFO : EPOCH 3 - PROGRESS: at 42.21% examples, 719732 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:32,469 : INFO : EPOCH 3 - PROGRESS: at 42.59% examples, 719859 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:33,474 : INFO : EPOCH 3 - PROGRESS: at 42.95% examples, 719953 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:34,481 : INFO : EPOCH 3 - PROGRESS: at 43.31% examples, 720188 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:35,495 : INFO : EPOCH 3 - PROGRESS: at 43.66% examples, 720280 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:36,499 : INFO : EPOCH 3 - PROGRESS: at 44.01% examples, 720444 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:37,513 : INFO : EPOCH 3 - PROGRESS: at 44.38% examples, 720541 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:38,519 : INFO : EPOCH 3 - PROGRESS: at 44.75% examples, 720558 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:39,527 : INFO : EPOCH 3 - PROGRESS: at 45.11% examples, 720695 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:40,534 : INFO : EPOCH 3 - PROGRESS: at 45.45% examples, 720862 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:41,546 : INFO : EPOCH 3 - PROGRESS: at 45.82% examples, 720916 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:42,552 : INFO : EPOCH 3 - PROGRESS: at 46.15% examples, 721140 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:43,556 : INFO : EPOCH 3 - PROGRESS: at 46.51% examples, 721196 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:44,558 : INFO : EPOCH 3 - PROGRESS: at 46.85% examples, 721293 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:45,567 : INFO : EPOCH 3 - PROGRESS: at 47.19% examples, 721441 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:46,572 : INFO : EPOCH 3 - PROGRESS: at 47.53% examples, 721590 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:47,590 : INFO : EPOCH 3 - PROGRESS: at 47.88% examples, 721639 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:48,592 : INFO : EPOCH 3 - PROGRESS: at 48.23% examples, 721790 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:49,596 : INFO : EPOCH 3 - PROGRESS: at 48.56% examples, 721939 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:50,599 : INFO : EPOCH 3 - PROGRESS: at 48.94% examples, 722064 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:51,605 : INFO : EPOCH 3 - PROGRESS: at 49.31% examples, 722127 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:52,628 : INFO : EPOCH 3 - PROGRESS: at 49.66% examples, 722216 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:53,637 : INFO : EPOCH 3 - PROGRESS: at 50.03% examples, 722354 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:54,651 : INFO : EPOCH 3 - PROGRESS: at 50.38% examples, 722390 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:55,653 : INFO : EPOCH 3 - PROGRESS: at 50.75% examples, 722486 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:56,654 : INFO : EPOCH 3 - PROGRESS: at 51.08% examples, 722629 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:57,668 : INFO : EPOCH 3 - PROGRESS: at 51.43% examples, 722632 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:58,673 : INFO : EPOCH 3 - PROGRESS: at 51.78% examples, 722683 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:37:59,678 : INFO : EPOCH 3 - PROGRESS: at 52.14% examples, 722767 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:00,683 : INFO : EPOCH 3 - PROGRESS: at 52.47% examples, 722835 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:01,705 : INFO : EPOCH 3 - PROGRESS: at 52.83% examples, 722893 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:02,717 : INFO : EPOCH 3 - PROGRESS: at 53.18% examples, 722985 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:03,720 : INFO : EPOCH 3 - PROGRESS: at 53.52% examples, 723078 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:04,732 : INFO : EPOCH 3 - PROGRESS: at 53.89% examples, 723165 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:38:05,733 : INFO : EPOCH 3 - PROGRESS: at 54.24% examples, 723256 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:06,735 : INFO : EPOCH 3 - PROGRESS: at 54.59% examples, 723432 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:38:07,736 : INFO : EPOCH 3 - PROGRESS: at 54.90% examples, 723570 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:08,746 : INFO : EPOCH 3 - PROGRESS: at 55.27% examples, 723591 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:09,747 : INFO : EPOCH 3 - PROGRESS: at 55.59% examples, 723736 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:10,751 : INFO : EPOCH 3 - PROGRESS: at 55.95% examples, 723816 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:11,755 : INFO : EPOCH 3 - PROGRESS: at 56.30% examples, 723930 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:12,758 : INFO : EPOCH 3 - PROGRESS: at 56.65% examples, 723883 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:13,779 : INFO : EPOCH 3 - PROGRESS: at 57.01% examples, 723910 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:14,794 : INFO : EPOCH 3 - PROGRESS: at 57.39% examples, 723955 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:15,806 : INFO : EPOCH 3 - PROGRESS: at 57.77% examples, 724001 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:16,808 : INFO : EPOCH 3 - PROGRESS: at 58.13% examples, 724053 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:17,813 : INFO : EPOCH 3 - PROGRESS: at 58.51% examples, 724100 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:18,813 : INFO : EPOCH 3 - PROGRESS: at 58.83% examples, 724160 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:19,814 : INFO : EPOCH 3 - PROGRESS: at 59.18% examples, 724188 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:20,818 : INFO : EPOCH 3 - PROGRESS: at 59.51% examples, 724262 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:38:21,829 : INFO : EPOCH 3 - PROGRESS: at 59.85% examples, 724308 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:22,846 : INFO : EPOCH 3 - PROGRESS: at 60.23% examples, 724317 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:23,846 : INFO : EPOCH 3 - PROGRESS: at 60.60% examples, 724375 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:24,855 : INFO : EPOCH 3 - PROGRESS: at 60.98% examples, 724364 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:38:25,856 : INFO : EPOCH 3 - PROGRESS: at 61.34% examples, 724482 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:26,869 : INFO : EPOCH 3 - PROGRESS: at 61.68% examples, 724536 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:27,871 : INFO : EPOCH 3 - PROGRESS: at 62.04% examples, 724605 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:28,876 : INFO : EPOCH 3 - PROGRESS: at 62.39% examples, 724547 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:29,890 : INFO : EPOCH 3 - PROGRESS: at 62.76% examples, 724652 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:30,894 : INFO : EPOCH 3 - PROGRESS: at 63.11% examples, 724686 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:31,903 : INFO : EPOCH 3 - PROGRESS: at 63.49% examples, 724756 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:32,906 : INFO : EPOCH 3 - PROGRESS: at 63.86% examples, 724864 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:38:33,909 : INFO : EPOCH 3 - PROGRESS: at 64.17% examples, 724983 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:34,928 : INFO : EPOCH 3 - PROGRESS: at 64.50% examples, 725016 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:35,932 : INFO : EPOCH 3 - PROGRESS: at 64.89% examples, 725067 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:36,947 : INFO : EPOCH 3 - PROGRESS: at 65.26% examples, 725080 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:37,947 : INFO : EPOCH 3 - PROGRESS: at 65.60% examples, 725152 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:38,951 : INFO : EPOCH 3 - PROGRESS: at 65.94% examples, 725235 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:38:39,957 : INFO : EPOCH 3 - PROGRESS: at 66.33% examples, 725277 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:40,968 : INFO : EPOCH 3 - PROGRESS: at 66.69% examples, 725345 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:41,969 : INFO : EPOCH 3 - PROGRESS: at 67.05% examples, 725393 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:42,973 : INFO : EPOCH 3 - PROGRESS: at 67.38% examples, 725438 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:43,974 : INFO : EPOCH 3 - PROGRESS: at 67.75% examples, 725462 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:44,976 : INFO : EPOCH 3 - PROGRESS: at 68.12% examples, 725476 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:45,980 : INFO : EPOCH 3 - PROGRESS: at 68.49% examples, 725550 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:38:46,982 : INFO : EPOCH 3 - PROGRESS: at 68.86% examples, 725569 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:47,994 : INFO : EPOCH 3 - PROGRESS: at 69.23% examples, 725589 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:48,996 : INFO : EPOCH 3 - PROGRESS: at 69.54% examples, 725753 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:49,996 : INFO : EPOCH 3 - PROGRESS: at 69.93% examples, 725749 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:50,999 : INFO : EPOCH 3 - PROGRESS: at 70.33% examples, 725725 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:38:52,018 : INFO : EPOCH 3 - PROGRESS: at 70.67% examples, 725820 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:53,022 : INFO : EPOCH 3 - PROGRESS: at 71.05% examples, 725824 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:54,024 : INFO : EPOCH 3 - PROGRESS: at 71.43% examples, 725866 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:55,038 : INFO : EPOCH 3 - PROGRESS: at 71.82% examples, 725915 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:56,038 : INFO : EPOCH 3 - PROGRESS: at 72.19% examples, 725951 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:57,048 : INFO : EPOCH 3 - PROGRESS: at 72.55% examples, 725983 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:58,062 : INFO : EPOCH 3 - PROGRESS: at 72.92% examples, 726042 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:38:59,065 : INFO : EPOCH 3 - PROGRESS: at 73.27% examples, 726052 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:00,067 : INFO : EPOCH 3 - PROGRESS: at 73.62% examples, 726089 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:01,095 : INFO : EPOCH 3 - PROGRESS: at 73.98% examples, 726141 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:02,107 : INFO : EPOCH 3 - PROGRESS: at 74.33% examples, 726148 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:03,111 : INFO : EPOCH 3 - PROGRESS: at 74.69% examples, 726208 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:04,119 : INFO : EPOCH 3 - PROGRESS: at 75.05% examples, 726253 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:05,121 : INFO : EPOCH 3 - PROGRESS: at 75.41% examples, 726238 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:06,137 : INFO : EPOCH 3 - PROGRESS: at 75.78% examples, 726277 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:07,142 : INFO : EPOCH 3 - PROGRESS: at 76.15% examples, 726319 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:08,151 : INFO : EPOCH 3 - PROGRESS: at 76.53% examples, 726299 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:09,158 : INFO : EPOCH 3 - PROGRESS: at 76.89% examples, 726368 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:10,164 : INFO : EPOCH 3 - PROGRESS: at 77.25% examples, 726382 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:11,173 : INFO : EPOCH 3 - PROGRESS: at 77.61% examples, 726401 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:12,181 : INFO : EPOCH 3 - PROGRESS: at 77.96% examples, 726415 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:13,193 : INFO : EPOCH 3 - PROGRESS: at 78.29% examples, 726490 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:14,203 : INFO : EPOCH 3 - PROGRESS: at 78.66% examples, 726551 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:15,212 : INFO : EPOCH 3 - PROGRESS: at 79.00% examples, 726607 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:39:16,212 : INFO : EPOCH 3 - PROGRESS: at 79.35% examples, 726635 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:17,216 : INFO : EPOCH 3 - PROGRESS: at 79.74% examples, 726660 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:18,223 : INFO : EPOCH 3 - PROGRESS: at 80.08% examples, 726683 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:19,226 : INFO : EPOCH 3 - PROGRESS: at 80.43% examples, 726699 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:20,228 : INFO : EPOCH 3 - PROGRESS: at 80.78% examples, 726745 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:21,228 : INFO : EPOCH 3 - PROGRESS: at 81.13% examples, 726827 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:22,228 : INFO : EPOCH 3 - PROGRESS: at 81.47% examples, 726821 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:23,236 : INFO : EPOCH 3 - PROGRESS: at 81.83% examples, 726852 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:24,243 : INFO : EPOCH 3 - PROGRESS: at 82.21% examples, 726879 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:39:25,249 : INFO : EPOCH 3 - PROGRESS: at 82.57% examples, 726926 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:26,252 : INFO : EPOCH 3 - PROGRESS: at 82.93% examples, 726935 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:27,252 : INFO : EPOCH 3 - PROGRESS: at 83.29% examples, 726964 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:28,258 : INFO : EPOCH 3 - PROGRESS: at 83.63% examples, 727001 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:29,266 : INFO : EPOCH 3 - PROGRESS: at 84.00% examples, 726984 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:30,267 : INFO : EPOCH 3 - PROGRESS: at 84.36% examples, 727018 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:39:31,275 : INFO : EPOCH 3 - PROGRESS: at 84.73% examples, 727066 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:32,279 : INFO : EPOCH 3 - PROGRESS: at 85.08% examples, 727093 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:33,284 : INFO : EPOCH 3 - PROGRESS: at 85.43% examples, 727066 words/s, in_qsize 7, out_qsize 1
2020-07-24 00:39:34,294 : INFO : EPOCH 3 - PROGRESS: at 85.81% examples, 727097 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:35,297 : INFO : EPOCH 3 - PROGRESS: at 86.19% examples, 727097 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:36,321 : INFO : EPOCH 3 - PROGRESS: at 86.54% examples, 727122 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:37,335 : INFO : EPOCH 3 - PROGRESS: at 86.91% examples, 727166 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:38,340 : INFO : EPOCH 3 - PROGRESS: at 87.27% examples, 727116 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:39,360 : INFO : EPOCH 3 - PROGRESS: at 87.61% examples, 727038 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:40,368 : INFO : EPOCH 3 - PROGRESS: at 87.93% examples, 726949 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:41,376 : INFO : EPOCH 3 - PROGRESS: at 88.22% examples, 726556 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:42,376 : INFO : EPOCH 3 - PROGRESS: at 88.57% examples, 726425 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:43,390 : INFO : EPOCH 3 - PROGRESS: at 88.91% examples, 726448 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:44,401 : INFO : EPOCH 3 - PROGRESS: at 89.26% examples, 726503 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:45,402 : INFO : EPOCH 3 - PROGRESS: at 89.62% examples, 726497 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:46,402 : INFO : EPOCH 3 - PROGRESS: at 89.95% examples, 726573 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:47,416 : INFO : EPOCH 3 - PROGRESS: at 90.29% examples, 726673 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:48,417 : INFO : EPOCH 3 - PROGRESS: at 90.65% examples, 726706 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:49,430 : INFO : EPOCH 3 - PROGRESS: at 91.03% examples, 726715 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:50,442 : INFO : EPOCH 3 - PROGRESS: at 91.40% examples, 726762 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:51,450 : INFO : EPOCH 3 - PROGRESS: at 91.77% examples, 726788 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:52,473 : INFO : EPOCH 3 - PROGRESS: at 92.15% examples, 726821 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:53,479 : INFO : EPOCH 3 - PROGRESS: at 92.50% examples, 726892 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:54,479 : INFO : EPOCH 3 - PROGRESS: at 92.81% examples, 726954 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:39:55,490 : INFO : EPOCH 3 - PROGRESS: at 93.17% examples, 726926 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:56,497 : INFO : EPOCH 3 - PROGRESS: at 93.53% examples, 726993 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:57,506 : INFO : EPOCH 3 - PROGRESS: at 93.88% examples, 727008 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:58,514 : INFO : EPOCH 3 - PROGRESS: at 94.22% examples, 727083 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:39:59,518 : INFO : EPOCH 3 - PROGRESS: at 94.60% examples, 727086 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:00,525 : INFO : EPOCH 3 - PROGRESS: at 94.98% examples, 727068 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:01,543 : INFO : EPOCH 3 - PROGRESS: at 95.33% examples, 727060 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:02,550 : INFO : EPOCH 3 - PROGRESS: at 95.67% examples, 727104 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:40:03,558 : INFO : EPOCH 3 - PROGRESS: at 96.00% examples, 727151 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:04,560 : INFO : EPOCH 3 - PROGRESS: at 96.35% examples, 727196 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:40:05,566 : INFO : EPOCH 3 - PROGRESS: at 96.71% examples, 727203 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:06,567 : INFO : EPOCH 3 - PROGRESS: at 97.05% examples, 727186 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:07,569 : INFO : EPOCH 3 - PROGRESS: at 97.42% examples, 727226 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:08,576 : INFO : EPOCH 3 - PROGRESS: at 97.78% examples, 727246 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:09,586 : INFO : EPOCH 3 - PROGRESS: at 98.15% examples, 727310 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:10,589 : INFO : EPOCH 3 - PROGRESS: at 98.50% examples, 727323 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:40:11,594 : INFO : EPOCH 3 - PROGRESS: at 98.82% examples, 727356 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:12,610 : INFO : EPOCH 3 - PROGRESS: at 99.17% examples, 727383 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:13,615 : INFO : EPOCH 3 - PROGRESS: at 99.50% examples, 727395 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:14,619 : INFO : EPOCH 3 - PROGRESS: at 99.86% examples, 727409 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:40:14,956 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 00:40:14,965 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 00:40:14,971 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 00:40:14,980 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 00:40:14,981 : INFO : EPOCH - 3 : training on 266955784 raw words (207593234 effective words) took 285.4s, 727440 effective words/s
2020-07-24 00:40:15,985 : INFO : EPOCH 4 - PROGRESS: at 0.28% examples, 723756 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:17,003 : INFO : EPOCH 4 - PROGRESS: at 0.66% examples, 730895 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:18,007 : INFO : EPOCH 4 - PROGRESS: at 1.01% examples, 732256 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:19,014 : INFO : EPOCH 4 - PROGRESS: at 1.37% examples, 733449 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:20,016 : INFO : EPOCH 4 - PROGRESS: at 1.74% examples, 735542 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:21,022 : INFO : EPOCH 4 - PROGRESS: at 2.10% examples, 735953 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:22,025 : INFO : EPOCH 4 - PROGRESS: at 2.46% examples, 734095 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:23,041 : INFO : EPOCH 4 - PROGRESS: at 2.77% examples, 734672 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:24,043 : INFO : EPOCH 4 - PROGRESS: at 3.12% examples, 733668 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:25,049 : INFO : EPOCH 4 - PROGRESS: at 3.48% examples, 733483 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:26,063 : INFO : EPOCH 4 - PROGRESS: at 3.85% examples, 734054 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:27,074 : INFO : EPOCH 4 - PROGRESS: at 4.23% examples, 734345 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:28,093 : INFO : EPOCH 4 - PROGRESS: at 4.59% examples, 733595 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:29,094 : INFO : EPOCH 4 - PROGRESS: at 4.94% examples, 733810 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:30,099 : INFO : EPOCH 4 - PROGRESS: at 5.30% examples, 734035 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:31,103 : INFO : EPOCH 4 - PROGRESS: at 5.65% examples, 734573 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:32,114 : INFO : EPOCH 4 - PROGRESS: at 5.99% examples, 733956 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:33,116 : INFO : EPOCH 4 - PROGRESS: at 6.34% examples, 734365 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:34,121 : INFO : EPOCH 4 - PROGRESS: at 6.68% examples, 734859 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:35,124 : INFO : EPOCH 4 - PROGRESS: at 7.05% examples, 734472 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:36,133 : INFO : EPOCH 4 - PROGRESS: at 7.42% examples, 734176 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:37,139 : INFO : EPOCH 4 - PROGRESS: at 7.80% examples, 734423 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:38,145 : INFO : EPOCH 4 - PROGRESS: at 8.18% examples, 734474 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:40:39,146 : INFO : EPOCH 4 - PROGRESS: at 8.53% examples, 734400 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:40,160 : INFO : EPOCH 4 - PROGRESS: at 8.90% examples, 733763 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:41,179 : INFO : EPOCH 4 - PROGRESS: at 9.23% examples, 733884 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:42,189 : INFO : EPOCH 4 - PROGRESS: at 9.56% examples, 734452 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:43,212 : INFO : EPOCH 4 - PROGRESS: at 9.93% examples, 734148 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:44,222 : INFO : EPOCH 4 - PROGRESS: at 10.29% examples, 734486 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:45,223 : INFO : EPOCH 4 - PROGRESS: at 10.65% examples, 734451 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:46,230 : INFO : EPOCH 4 - PROGRESS: at 11.00% examples, 734746 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:47,240 : INFO : EPOCH 4 - PROGRESS: at 11.36% examples, 734782 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:48,244 : INFO : EPOCH 4 - PROGRESS: at 11.71% examples, 734651 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:49,244 : INFO : EPOCH 4 - PROGRESS: at 12.06% examples, 734689 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:50,252 : INFO : EPOCH 4 - PROGRESS: at 12.38% examples, 734949 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:51,255 : INFO : EPOCH 4 - PROGRESS: at 12.73% examples, 735219 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:52,258 : INFO : EPOCH 4 - PROGRESS: at 13.08% examples, 735048 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:53,263 : INFO : EPOCH 4 - PROGRESS: at 13.44% examples, 734954 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:54,263 : INFO : EPOCH 4 - PROGRESS: at 13.80% examples, 734923 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:55,275 : INFO : EPOCH 4 - PROGRESS: at 14.16% examples, 734948 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:56,292 : INFO : EPOCH 4 - PROGRESS: at 14.49% examples, 734864 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:57,312 : INFO : EPOCH 4 - PROGRESS: at 14.87% examples, 734731 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:58,331 : INFO : EPOCH 4 - PROGRESS: at 15.22% examples, 734749 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:40:59,343 : INFO : EPOCH 4 - PROGRESS: at 15.58% examples, 734706 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:00,345 : INFO : EPOCH 4 - PROGRESS: at 15.92% examples, 734950 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:01,351 : INFO : EPOCH 4 - PROGRESS: at 16.27% examples, 734947 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:02,361 : INFO : EPOCH 4 - PROGRESS: at 16.65% examples, 734648 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:03,374 : INFO : EPOCH 4 - PROGRESS: at 17.02% examples, 734687 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:04,382 : INFO : EPOCH 4 - PROGRESS: at 17.38% examples, 734376 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:41:05,392 : INFO : EPOCH 4 - PROGRESS: at 17.76% examples, 734336 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:06,395 : INFO : EPOCH 4 - PROGRESS: at 18.12% examples, 734433 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:07,397 : INFO : EPOCH 4 - PROGRESS: at 18.50% examples, 734428 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:41:08,399 : INFO : EPOCH 4 - PROGRESS: at 18.85% examples, 734450 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:09,403 : INFO : EPOCH 4 - PROGRESS: at 19.20% examples, 734616 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:10,403 : INFO : EPOCH 4 - PROGRESS: at 19.55% examples, 734905 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:41:11,405 : INFO : EPOCH 4 - PROGRESS: at 19.91% examples, 734805 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:12,417 : INFO : EPOCH 4 - PROGRESS: at 20.24% examples, 734957 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:13,423 : INFO : EPOCH 4 - PROGRESS: at 20.61% examples, 734920 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:14,429 : INFO : EPOCH 4 - PROGRESS: at 20.95% examples, 734924 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:15,431 : INFO : EPOCH 4 - PROGRESS: at 21.29% examples, 735034 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:16,436 : INFO : EPOCH 4 - PROGRESS: at 21.66% examples, 735095 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:17,443 : INFO : EPOCH 4 - PROGRESS: at 22.02% examples, 735301 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:41:18,447 : INFO : EPOCH 4 - PROGRESS: at 22.39% examples, 735142 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:19,450 : INFO : EPOCH 4 - PROGRESS: at 22.77% examples, 735210 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:41:20,451 : INFO : EPOCH 4 - PROGRESS: at 23.14% examples, 735154 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:21,456 : INFO : EPOCH 4 - PROGRESS: at 23.51% examples, 735127 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:41:22,480 : INFO : EPOCH 4 - PROGRESS: at 23.88% examples, 735078 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:23,480 : INFO : EPOCH 4 - PROGRESS: at 24.22% examples, 735281 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:24,484 : INFO : EPOCH 4 - PROGRESS: at 24.59% examples, 735188 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:41:25,493 : INFO : EPOCH 4 - PROGRESS: at 24.94% examples, 735259 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:26,502 : INFO : EPOCH 4 - PROGRESS: at 25.33% examples, 735260 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:27,506 : INFO : EPOCH 4 - PROGRESS: at 25.69% examples, 735379 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:28,518 : INFO : EPOCH 4 - PROGRESS: at 26.07% examples, 735328 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:29,521 : INFO : EPOCH 4 - PROGRESS: at 26.41% examples, 735323 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:30,523 : INFO : EPOCH 4 - PROGRESS: at 26.76% examples, 735538 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:31,524 : INFO : EPOCH 4 - PROGRESS: at 27.10% examples, 735589 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:32,529 : INFO : EPOCH 4 - PROGRESS: at 27.46% examples, 735754 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:41:33,536 : INFO : EPOCH 4 - PROGRESS: at 27.79% examples, 735640 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:34,538 : INFO : EPOCH 4 - PROGRESS: at 28.15% examples, 735621 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:35,550 : INFO : EPOCH 4 - PROGRESS: at 28.51% examples, 735631 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:36,556 : INFO : EPOCH 4 - PROGRESS: at 28.87% examples, 735566 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:37,561 : INFO : EPOCH 4 - PROGRESS: at 29.22% examples, 735532 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:38,575 : INFO : EPOCH 4 - PROGRESS: at 29.57% examples, 735517 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:39,589 : INFO : EPOCH 4 - PROGRESS: at 29.93% examples, 735652 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:40,589 : INFO : EPOCH 4 - PROGRESS: at 30.30% examples, 735734 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:41,598 : INFO : EPOCH 4 - PROGRESS: at 30.62% examples, 735738 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:42,607 : INFO : EPOCH 4 - PROGRESS: at 31.02% examples, 735609 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:43,613 : INFO : EPOCH 4 - PROGRESS: at 31.39% examples, 735543 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:44,623 : INFO : EPOCH 4 - PROGRESS: at 31.78% examples, 735493 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:41:45,647 : INFO : EPOCH 4 - PROGRESS: at 32.15% examples, 735432 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:46,647 : INFO : EPOCH 4 - PROGRESS: at 32.50% examples, 735469 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:47,649 : INFO : EPOCH 4 - PROGRESS: at 32.89% examples, 735401 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:48,650 : INFO : EPOCH 4 - PROGRESS: at 33.24% examples, 735470 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:49,653 : INFO : EPOCH 4 - PROGRESS: at 33.60% examples, 735478 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:50,654 : INFO : EPOCH 4 - PROGRESS: at 33.93% examples, 735514 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:51,657 : INFO : EPOCH 4 - PROGRESS: at 34.28% examples, 735510 words/s, in_qsize 7, out_qsize 1
2020-07-24 00:41:52,665 : INFO : EPOCH 4 - PROGRESS: at 34.63% examples, 735525 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:53,665 : INFO : EPOCH 4 - PROGRESS: at 35.00% examples, 735631 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:54,669 : INFO : EPOCH 4 - PROGRESS: at 35.35% examples, 735724 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:55,670 : INFO : EPOCH 4 - PROGRESS: at 35.67% examples, 735820 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:56,684 : INFO : EPOCH 4 - PROGRESS: at 36.02% examples, 735733 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:41:57,685 : INFO : EPOCH 4 - PROGRESS: at 36.39% examples, 735851 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:58,694 : INFO : EPOCH 4 - PROGRESS: at 36.77% examples, 735660 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:41:59,698 : INFO : EPOCH 4 - PROGRESS: at 37.14% examples, 735672 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:00,713 : INFO : EPOCH 4 - PROGRESS: at 37.51% examples, 735569 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:01,725 : INFO : EPOCH 4 - PROGRESS: at 37.85% examples, 735509 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:02,726 : INFO : EPOCH 4 - PROGRESS: at 38.22% examples, 735487 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:03,734 : INFO : EPOCH 4 - PROGRESS: at 38.58% examples, 735506 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:04,746 : INFO : EPOCH 4 - PROGRESS: at 38.94% examples, 735517 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:05,749 : INFO : EPOCH 4 - PROGRESS: at 39.29% examples, 735501 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:06,750 : INFO : EPOCH 4 - PROGRESS: at 39.64% examples, 735465 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:07,758 : INFO : EPOCH 4 - PROGRESS: at 39.97% examples, 735372 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:08,763 : INFO : EPOCH 4 - PROGRESS: at 40.31% examples, 735488 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:42:09,764 : INFO : EPOCH 4 - PROGRESS: at 40.67% examples, 735546 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:10,768 : INFO : EPOCH 4 - PROGRESS: at 41.01% examples, 735581 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:11,772 : INFO : EPOCH 4 - PROGRESS: at 41.35% examples, 735555 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:42:12,773 : INFO : EPOCH 4 - PROGRESS: at 41.71% examples, 735621 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:13,775 : INFO : EPOCH 4 - PROGRESS: at 42.05% examples, 735647 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:14,784 : INFO : EPOCH 4 - PROGRESS: at 42.41% examples, 735586 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:15,794 : INFO : EPOCH 4 - PROGRESS: at 42.78% examples, 735517 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:16,818 : INFO : EPOCH 4 - PROGRESS: at 43.16% examples, 735460 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:17,829 : INFO : EPOCH 4 - PROGRESS: at 43.53% examples, 735451 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:42:18,832 : INFO : EPOCH 4 - PROGRESS: at 43.85% examples, 735315 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:19,834 : INFO : EPOCH 4 - PROGRESS: at 44.19% examples, 735095 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:20,855 : INFO : EPOCH 4 - PROGRESS: at 44.54% examples, 734680 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:21,856 : INFO : EPOCH 4 - PROGRESS: at 44.84% examples, 733636 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:22,859 : INFO : EPOCH 4 - PROGRESS: at 45.19% examples, 733637 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:23,866 : INFO : EPOCH 4 - PROGRESS: at 45.53% examples, 733673 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:24,876 : INFO : EPOCH 4 - PROGRESS: at 45.90% examples, 733639 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:25,898 : INFO : EPOCH 4 - PROGRESS: at 46.24% examples, 733622 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:26,903 : INFO : EPOCH 4 - PROGRESS: at 46.60% examples, 733619 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:27,907 : INFO : EPOCH 4 - PROGRESS: at 46.94% examples, 733708 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:28,914 : INFO : EPOCH 4 - PROGRESS: at 47.28% examples, 733665 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:29,919 : INFO : EPOCH 4 - PROGRESS: at 47.62% examples, 733768 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:30,932 : INFO : EPOCH 4 - PROGRESS: at 47.95% examples, 733797 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:31,933 : INFO : EPOCH 4 - PROGRESS: at 48.30% examples, 733839 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:32,941 : INFO : EPOCH 4 - PROGRESS: at 48.64% examples, 733863 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:33,944 : INFO : EPOCH 4 - PROGRESS: at 49.02% examples, 733858 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:34,951 : INFO : EPOCH 4 - PROGRESS: at 49.40% examples, 733801 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:35,953 : INFO : EPOCH 4 - PROGRESS: at 49.74% examples, 733923 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:36,955 : INFO : EPOCH 4 - PROGRESS: at 50.11% examples, 733961 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:37,965 : INFO : EPOCH 4 - PROGRESS: at 50.46% examples, 733896 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:38,970 : INFO : EPOCH 4 - PROGRESS: at 50.83% examples, 733941 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:39,984 : INFO : EPOCH 4 - PROGRESS: at 51.16% examples, 733978 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:42:41,001 : INFO : EPOCH 4 - PROGRESS: at 51.51% examples, 733958 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:42,007 : INFO : EPOCH 4 - PROGRESS: at 51.86% examples, 733972 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:42:43,008 : INFO : EPOCH 4 - PROGRESS: at 52.21% examples, 734011 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:44,014 : INFO : EPOCH 4 - PROGRESS: at 52.56% examples, 734020 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:45,017 : INFO : EPOCH 4 - PROGRESS: at 52.92% examples, 733993 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:46,021 : INFO : EPOCH 4 - PROGRESS: at 53.28% examples, 734067 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:47,022 : INFO : EPOCH 4 - PROGRESS: at 53.61% examples, 734138 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:48,031 : INFO : EPOCH 4 - PROGRESS: at 53.96% examples, 734137 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:49,048 : INFO : EPOCH 4 - PROGRESS: at 54.33% examples, 734085 words/s, in_qsize 7, out_qsize 1
2020-07-24 00:42:50,052 : INFO : EPOCH 4 - PROGRESS: at 54.67% examples, 734166 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:51,062 : INFO : EPOCH 4 - PROGRESS: at 55.00% examples, 734172 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:52,068 : INFO : EPOCH 4 - PROGRESS: at 55.34% examples, 734276 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:53,071 : INFO : EPOCH 4 - PROGRESS: at 55.70% examples, 734330 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:54,085 : INFO : EPOCH 4 - PROGRESS: at 56.05% examples, 734263 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:55,092 : INFO : EPOCH 4 - PROGRESS: at 56.40% examples, 734316 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:42:56,098 : INFO : EPOCH 4 - PROGRESS: at 56.75% examples, 734315 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:42:57,108 : INFO : EPOCH 4 - PROGRESS: at 57.13% examples, 734318 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:58,111 : INFO : EPOCH 4 - PROGRESS: at 57.49% examples, 734336 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:42:59,121 : INFO : EPOCH 4 - PROGRESS: at 57.88% examples, 734272 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:00,124 : INFO : EPOCH 4 - PROGRESS: at 58.23% examples, 734268 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:01,125 : INFO : EPOCH 4 - PROGRESS: at 58.59% examples, 734296 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:02,141 : INFO : EPOCH 4 - PROGRESS: at 58.94% examples, 734326 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:03,145 : INFO : EPOCH 4 - PROGRESS: at 59.27% examples, 734355 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:04,156 : INFO : EPOCH 4 - PROGRESS: at 59.62% examples, 734377 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:05,167 : INFO : EPOCH 4 - PROGRESS: at 59.96% examples, 734387 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:06,168 : INFO : EPOCH 4 - PROGRESS: at 60.36% examples, 734384 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:07,171 : INFO : EPOCH 4 - PROGRESS: at 60.72% examples, 734358 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:08,184 : INFO : EPOCH 4 - PROGRESS: at 61.09% examples, 734291 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:09,195 : INFO : EPOCH 4 - PROGRESS: at 61.46% examples, 734340 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:10,197 : INFO : EPOCH 4 - PROGRESS: at 61.80% examples, 734309 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:43:11,200 : INFO : EPOCH 4 - PROGRESS: at 62.15% examples, 734315 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:12,213 : INFO : EPOCH 4 - PROGRESS: at 62.52% examples, 734292 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:13,235 : INFO : EPOCH 4 - PROGRESS: at 62.87% examples, 734259 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:14,235 : INFO : EPOCH 4 - PROGRESS: at 63.24% examples, 734275 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:15,241 : INFO : EPOCH 4 - PROGRESS: at 63.62% examples, 734297 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:16,253 : INFO : EPOCH 4 - PROGRESS: at 63.96% examples, 734296 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:17,262 : INFO : EPOCH 4 - PROGRESS: at 64.27% examples, 734373 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:18,262 : INFO : EPOCH 4 - PROGRESS: at 64.62% examples, 734374 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:19,272 : INFO : EPOCH 4 - PROGRESS: at 65.00% examples, 734303 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:20,277 : INFO : EPOCH 4 - PROGRESS: at 65.37% examples, 734339 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:21,288 : INFO : EPOCH 4 - PROGRESS: at 65.70% examples, 734319 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:22,293 : INFO : EPOCH 4 - PROGRESS: at 66.06% examples, 734341 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:23,295 : INFO : EPOCH 4 - PROGRESS: at 66.44% examples, 734355 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:24,310 : INFO : EPOCH 4 - PROGRESS: at 66.80% examples, 734303 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:25,321 : INFO : EPOCH 4 - PROGRESS: at 67.17% examples, 734290 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:26,325 : INFO : EPOCH 4 - PROGRESS: at 67.51% examples, 734344 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:27,329 : INFO : EPOCH 4 - PROGRESS: at 67.88% examples, 734304 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:28,331 : INFO : EPOCH 4 - PROGRESS: at 68.24% examples, 734332 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:29,334 : INFO : EPOCH 4 - PROGRESS: at 68.61% examples, 734299 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:30,340 : INFO : EPOCH 4 - PROGRESS: at 68.99% examples, 734263 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:31,341 : INFO : EPOCH 4 - PROGRESS: at 69.32% examples, 734327 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:32,354 : INFO : EPOCH 4 - PROGRESS: at 69.67% examples, 734386 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:33,361 : INFO : EPOCH 4 - PROGRESS: at 70.07% examples, 734346 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:34,367 : INFO : EPOCH 4 - PROGRESS: at 70.46% examples, 734273 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:35,367 : INFO : EPOCH 4 - PROGRESS: at 70.81% examples, 734397 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:43:36,372 : INFO : EPOCH 4 - PROGRESS: at 71.18% examples, 734403 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:43:37,381 : INFO : EPOCH 4 - PROGRESS: at 71.57% examples, 734344 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:43:38,384 : INFO : EPOCH 4 - PROGRESS: at 71.94% examples, 734318 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:39,387 : INFO : EPOCH 4 - PROGRESS: at 72.33% examples, 734326 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:40,388 : INFO : EPOCH 4 - PROGRESS: at 72.67% examples, 734368 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:41,406 : INFO : EPOCH 4 - PROGRESS: at 73.04% examples, 734375 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:42,411 : INFO : EPOCH 4 - PROGRESS: at 73.40% examples, 734393 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:43,422 : INFO : EPOCH 4 - PROGRESS: at 73.74% examples, 734438 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:44,425 : INFO : EPOCH 4 - PROGRESS: at 74.10% examples, 734401 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:45,425 : INFO : EPOCH 4 - PROGRESS: at 74.46% examples, 734425 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:46,431 : INFO : EPOCH 4 - PROGRESS: at 74.82% examples, 734359 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:47,436 : INFO : EPOCH 4 - PROGRESS: at 75.17% examples, 734398 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:48,447 : INFO : EPOCH 4 - PROGRESS: at 75.54% examples, 734388 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:49,453 : INFO : EPOCH 4 - PROGRESS: at 75.90% examples, 734354 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:50,471 : INFO : EPOCH 4 - PROGRESS: at 76.29% examples, 734351 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:51,471 : INFO : EPOCH 4 - PROGRESS: at 76.66% examples, 734386 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:52,481 : INFO : EPOCH 4 - PROGRESS: at 77.03% examples, 734391 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:43:53,495 : INFO : EPOCH 4 - PROGRESS: at 77.39% examples, 734413 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:54,498 : INFO : EPOCH 4 - PROGRESS: at 77.74% examples, 734404 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:55,502 : INFO : EPOCH 4 - PROGRESS: at 78.08% examples, 734410 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:43:56,504 : INFO : EPOCH 4 - PROGRESS: at 78.43% examples, 734450 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:57,518 : INFO : EPOCH 4 - PROGRESS: at 78.78% examples, 734436 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:58,525 : INFO : EPOCH 4 - PROGRESS: at 79.12% examples, 734478 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:43:59,526 : INFO : EPOCH 4 - PROGRESS: at 79.49% examples, 734486 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:00,547 : INFO : EPOCH 4 - PROGRESS: at 79.87% examples, 734447 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:01,552 : INFO : EPOCH 4 - PROGRESS: at 80.22% examples, 734453 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:02,555 : INFO : EPOCH 4 - PROGRESS: at 80.56% examples, 734499 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:03,559 : INFO : EPOCH 4 - PROGRESS: at 80.94% examples, 734558 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:04,568 : INFO : EPOCH 4 - PROGRESS: at 81.28% examples, 734593 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:05,571 : INFO : EPOCH 4 - PROGRESS: at 81.62% examples, 734578 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:06,572 : INFO : EPOCH 4 - PROGRESS: at 81.99% examples, 734546 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:07,582 : INFO : EPOCH 4 - PROGRESS: at 82.36% examples, 734563 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:08,599 : INFO : EPOCH 4 - PROGRESS: at 82.73% examples, 734555 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:09,613 : INFO : EPOCH 4 - PROGRESS: at 83.09% examples, 734553 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:10,620 : INFO : EPOCH 4 - PROGRESS: at 83.45% examples, 734577 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:11,628 : INFO : EPOCH 4 - PROGRESS: at 83.80% examples, 734614 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:12,629 : INFO : EPOCH 4 - PROGRESS: at 84.17% examples, 734653 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:13,637 : INFO : EPOCH 4 - PROGRESS: at 84.54% examples, 734634 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:14,644 : INFO : EPOCH 4 - PROGRESS: at 84.91% examples, 734618 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:15,655 : INFO : EPOCH 4 - PROGRESS: at 85.26% examples, 734661 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:16,677 : INFO : EPOCH 4 - PROGRESS: at 85.63% examples, 734660 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:17,680 : INFO : EPOCH 4 - PROGRESS: at 86.01% examples, 734609 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:18,684 : INFO : EPOCH 4 - PROGRESS: at 86.38% examples, 734680 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:19,694 : INFO : EPOCH 4 - PROGRESS: at 86.74% examples, 734682 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:20,711 : INFO : EPOCH 4 - PROGRESS: at 87.10% examples, 734706 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:21,713 : INFO : EPOCH 4 - PROGRESS: at 87.48% examples, 734767 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:22,724 : INFO : EPOCH 4 - PROGRESS: at 87.81% examples, 734759 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:23,736 : INFO : EPOCH 4 - PROGRESS: at 88.15% examples, 734788 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:24,742 : INFO : EPOCH 4 - PROGRESS: at 88.52% examples, 734831 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:25,749 : INFO : EPOCH 4 - PROGRESS: at 88.87% examples, 734807 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:26,757 : INFO : EPOCH 4 - PROGRESS: at 89.21% examples, 734817 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:27,769 : INFO : EPOCH 4 - PROGRESS: at 89.58% examples, 734835 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:28,777 : INFO : EPOCH 4 - PROGRESS: at 89.92% examples, 734847 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:29,785 : INFO : EPOCH 4 - PROGRESS: at 90.25% examples, 734892 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:30,788 : INFO : EPOCH 4 - PROGRESS: at 90.61% examples, 734964 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:31,788 : INFO : EPOCH 4 - PROGRESS: at 90.98% examples, 734932 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:44:32,789 : INFO : EPOCH 4 - PROGRESS: at 91.34% examples, 734923 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:44:33,800 : INFO : EPOCH 4 - PROGRESS: at 91.74% examples, 734944 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:34,812 : INFO : EPOCH 4 - PROGRESS: at 92.10% examples, 734944 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:35,819 : INFO : EPOCH 4 - PROGRESS: at 92.47% examples, 734977 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:36,829 : INFO : EPOCH 4 - PROGRESS: at 92.76% examples, 735004 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:37,842 : INFO : EPOCH 4 - PROGRESS: at 93.14% examples, 735001 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:38,852 : INFO : EPOCH 4 - PROGRESS: at 93.49% examples, 735021 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:39,859 : INFO : EPOCH 4 - PROGRESS: at 93.85% examples, 734992 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:40,875 : INFO : EPOCH 4 - PROGRESS: at 94.18% examples, 735009 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:41,892 : INFO : EPOCH 4 - PROGRESS: at 94.56% examples, 734974 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:42,911 : INFO : EPOCH 4 - PROGRESS: at 94.96% examples, 734975 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:43,918 : INFO : EPOCH 4 - PROGRESS: at 95.31% examples, 734998 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:44,927 : INFO : EPOCH 4 - PROGRESS: at 95.65% examples, 735022 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:45,951 : INFO : EPOCH 4 - PROGRESS: at 95.99% examples, 734998 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:46,953 : INFO : EPOCH 4 - PROGRESS: at 96.34% examples, 735074 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:47,959 : INFO : EPOCH 4 - PROGRESS: at 96.70% examples, 735058 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:48,960 : INFO : EPOCH 4 - PROGRESS: at 97.05% examples, 735053 words/s, in_qsize 8, out_qsize 1
2020-07-24 00:44:49,961 : INFO : EPOCH 4 - PROGRESS: at 97.42% examples, 735095 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:50,967 : INFO : EPOCH 4 - PROGRESS: at 97.78% examples, 735086 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:51,973 : INFO : EPOCH 4 - PROGRESS: at 98.14% examples, 735081 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:52,980 : INFO : EPOCH 4 - PROGRESS: at 98.50% examples, 735113 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:44:53,985 : INFO : EPOCH 4 - PROGRESS: at 98.83% examples, 735116 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:54,999 : INFO : EPOCH 4 - PROGRESS: at 99.18% examples, 735148 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:44:56,008 : INFO : EPOCH 4 - PROGRESS: at 99.51% examples, 735189 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:57,022 : INFO : EPOCH 4 - PROGRESS: at 99.88% examples, 735164 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:57,316 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 00:44:57,317 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 00:44:57,333 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 00:44:57,344 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 00:44:57,345 : INFO : EPOCH - 4 : training on 266955784 raw words (207585057 effective words) took 282.4s, 735177 effective words/s
2020-07-24 00:44:58,352 : INFO : EPOCH 5 - PROGRESS: at 0.28% examples, 714031 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:44:59,353 : INFO : EPOCH 5 - PROGRESS: at 0.63% examples, 706435 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:00,361 : INFO : EPOCH 5 - PROGRESS: at 0.96% examples, 709464 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:45:01,362 : INFO : EPOCH 5 - PROGRESS: at 1.28% examples, 685098 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:45:02,381 : INFO : EPOCH 5 - PROGRESS: at 1.60% examples, 685531 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:03,383 : INFO : EPOCH 5 - PROGRESS: at 1.98% examples, 692372 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:04,390 : INFO : EPOCH 5 - PROGRESS: at 2.33% examples, 698383 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:05,418 : INFO : EPOCH 5 - PROGRESS: at 2.66% examples, 703250 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:06,427 : INFO : EPOCH 5 - PROGRESS: at 3.01% examples, 707370 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:07,433 : INFO : EPOCH 5 - PROGRESS: at 3.37% examples, 710104 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:08,449 : INFO : EPOCH 5 - PROGRESS: at 3.74% examples, 712761 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:09,461 : INFO : EPOCH 5 - PROGRESS: at 4.12% examples, 714619 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:10,480 : INFO : EPOCH 5 - PROGRESS: at 4.48% examples, 716005 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:11,481 : INFO : EPOCH 5 - PROGRESS: at 4.84% examples, 717990 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:12,497 : INFO : EPOCH 5 - PROGRESS: at 5.19% examples, 718059 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:13,509 : INFO : EPOCH 5 - PROGRESS: at 5.54% examples, 719555 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:14,510 : INFO : EPOCH 5 - PROGRESS: at 5.88% examples, 720541 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:15,518 : INFO : EPOCH 5 - PROGRESS: at 6.23% examples, 720927 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:16,531 : INFO : EPOCH 5 - PROGRESS: at 6.58% examples, 721108 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:17,538 : INFO : EPOCH 5 - PROGRESS: at 6.95% examples, 722260 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:45:18,550 : INFO : EPOCH 5 - PROGRESS: at 7.31% examples, 722336 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:19,553 : INFO : EPOCH 5 - PROGRESS: at 7.68% examples, 722313 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:20,560 : INFO : EPOCH 5 - PROGRESS: at 8.06% examples, 722540 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:21,561 : INFO : EPOCH 5 - PROGRESS: at 8.43% examples, 723030 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:22,574 : INFO : EPOCH 5 - PROGRESS: at 8.77% examples, 723170 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:23,578 : INFO : EPOCH 5 - PROGRESS: at 9.13% examples, 723655 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:24,599 : INFO : EPOCH 5 - PROGRESS: at 9.44% examples, 724221 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:25,617 : INFO : EPOCH 5 - PROGRESS: at 9.81% examples, 724350 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:26,624 : INFO : EPOCH 5 - PROGRESS: at 10.17% examples, 724612 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:27,640 : INFO : EPOCH 5 - PROGRESS: at 10.52% examples, 724674 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:28,648 : INFO : EPOCH 5 - PROGRESS: at 10.89% examples, 725479 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:29,649 : INFO : EPOCH 5 - PROGRESS: at 11.24% examples, 726081 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:30,653 : INFO : EPOCH 5 - PROGRESS: at 11.60% examples, 726245 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:31,653 : INFO : EPOCH 5 - PROGRESS: at 11.94% examples, 726588 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:32,659 : INFO : EPOCH 5 - PROGRESS: at 12.26% examples, 726876 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:33,659 : INFO : EPOCH 5 - PROGRESS: at 12.61% examples, 726856 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:34,669 : INFO : EPOCH 5 - PROGRESS: at 12.96% examples, 727110 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:35,674 : INFO : EPOCH 5 - PROGRESS: at 13.31% examples, 727397 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:45:36,682 : INFO : EPOCH 5 - PROGRESS: at 13.67% examples, 727364 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:37,709 : INFO : EPOCH 5 - PROGRESS: at 14.03% examples, 727027 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:45:38,710 : INFO : EPOCH 5 - PROGRESS: at 14.37% examples, 727623 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:39,712 : INFO : EPOCH 5 - PROGRESS: at 14.73% examples, 727678 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:40,737 : INFO : EPOCH 5 - PROGRESS: at 15.07% examples, 727684 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:41,746 : INFO : EPOCH 5 - PROGRESS: at 15.44% examples, 727943 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:45:42,748 : INFO : EPOCH 5 - PROGRESS: at 15.80% examples, 727831 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:43,758 : INFO : EPOCH 5 - PROGRESS: at 16.13% examples, 728052 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:45:44,760 : INFO : EPOCH 5 - PROGRESS: at 16.51% examples, 728125 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:45,761 : INFO : EPOCH 5 - PROGRESS: at 16.87% examples, 728056 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:46,772 : INFO : EPOCH 5 - PROGRESS: at 17.24% examples, 728117 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:47,787 : INFO : EPOCH 5 - PROGRESS: at 17.61% examples, 728083 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:48,789 : INFO : EPOCH 5 - PROGRESS: at 17.98% examples, 728177 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:49,802 : INFO : EPOCH 5 - PROGRESS: at 18.36% examples, 728066 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:50,826 : INFO : EPOCH 5 - PROGRESS: at 18.72% examples, 728090 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:51,846 : INFO : EPOCH 5 - PROGRESS: at 19.07% examples, 728476 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:52,847 : INFO : EPOCH 5 - PROGRESS: at 19.42% examples, 728615 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:53,852 : INFO : EPOCH 5 - PROGRESS: at 19.77% examples, 728656 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:54,859 : INFO : EPOCH 5 - PROGRESS: at 20.11% examples, 728737 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:55,863 : INFO : EPOCH 5 - PROGRESS: at 20.46% examples, 728731 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:56,867 : INFO : EPOCH 5 - PROGRESS: at 20.80% examples, 728807 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:57,872 : INFO : EPOCH 5 - PROGRESS: at 21.15% examples, 728825 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:45:58,876 : INFO : EPOCH 5 - PROGRESS: at 21.49% examples, 729094 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:45:59,886 : INFO : EPOCH 5 - PROGRESS: at 21.86% examples, 728937 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:00,890 : INFO : EPOCH 5 - PROGRESS: at 22.23% examples, 729110 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:01,890 : INFO : EPOCH 5 - PROGRESS: at 22.60% examples, 729290 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:02,896 : INFO : EPOCH 5 - PROGRESS: at 22.99% examples, 729369 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:03,902 : INFO : EPOCH 5 - PROGRESS: at 23.36% examples, 729435 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:04,904 : INFO : EPOCH 5 - PROGRESS: at 23.71% examples, 729526 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:05,914 : INFO : EPOCH 5 - PROGRESS: at 24.05% examples, 729570 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:06,916 : INFO : EPOCH 5 - PROGRESS: at 24.42% examples, 729725 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:07,918 : INFO : EPOCH 5 - PROGRESS: at 24.78% examples, 729937 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:46:08,931 : INFO : EPOCH 5 - PROGRESS: at 25.15% examples, 729825 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:46:09,942 : INFO : EPOCH 5 - PROGRESS: at 25.53% examples, 729877 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:10,953 : INFO : EPOCH 5 - PROGRESS: at 25.88% examples, 730025 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:11,968 : INFO : EPOCH 5 - PROGRESS: at 26.25% examples, 729948 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:12,969 : INFO : EPOCH 5 - PROGRESS: at 26.60% examples, 730154 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:13,983 : INFO : EPOCH 5 - PROGRESS: at 26.96% examples, 730308 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:46:14,986 : INFO : EPOCH 5 - PROGRESS: at 27.29% examples, 730475 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:15,986 : INFO : EPOCH 5 - PROGRESS: at 27.64% examples, 730625 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:16,998 : INFO : EPOCH 5 - PROGRESS: at 27.99% examples, 730736 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:18,018 : INFO : EPOCH 5 - PROGRESS: at 28.36% examples, 730801 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:19,020 : INFO : EPOCH 5 - PROGRESS: at 28.72% examples, 730774 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:20,022 : INFO : EPOCH 5 - PROGRESS: at 29.08% examples, 730925 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:21,026 : INFO : EPOCH 5 - PROGRESS: at 29.42% examples, 731106 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:22,034 : INFO : EPOCH 5 - PROGRESS: at 29.77% examples, 731134 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:23,042 : INFO : EPOCH 5 - PROGRESS: at 30.13% examples, 731141 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:24,045 : INFO : EPOCH 5 - PROGRESS: at 30.48% examples, 731146 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:25,046 : INFO : EPOCH 5 - PROGRESS: at 30.84% examples, 731115 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:46:26,052 : INFO : EPOCH 5 - PROGRESS: at 31.21% examples, 731168 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:27,054 : INFO : EPOCH 5 - PROGRESS: at 31.59% examples, 731196 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:28,068 : INFO : EPOCH 5 - PROGRESS: at 31.97% examples, 731130 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:46:29,074 : INFO : EPOCH 5 - PROGRESS: at 32.34% examples, 731153 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:30,075 : INFO : EPOCH 5 - PROGRESS: at 32.71% examples, 731234 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:31,087 : INFO : EPOCH 5 - PROGRESS: at 33.09% examples, 731110 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:32,096 : INFO : EPOCH 5 - PROGRESS: at 33.43% examples, 731259 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:33,103 : INFO : EPOCH 5 - PROGRESS: at 33.79% examples, 731252 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:34,106 : INFO : EPOCH 5 - PROGRESS: at 34.11% examples, 731279 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:35,111 : INFO : EPOCH 5 - PROGRESS: at 34.46% examples, 731275 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:46:36,122 : INFO : EPOCH 5 - PROGRESS: at 34.83% examples, 731296 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:37,130 : INFO : EPOCH 5 - PROGRESS: at 35.18% examples, 731428 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:38,132 : INFO : EPOCH 5 - PROGRESS: at 35.51% examples, 731505 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:39,157 : INFO : EPOCH 5 - PROGRESS: at 35.85% examples, 731494 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:40,159 : INFO : EPOCH 5 - PROGRESS: at 36.20% examples, 731568 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:41,162 : INFO : EPOCH 5 - PROGRESS: at 36.57% examples, 731653 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:42,164 : INFO : EPOCH 5 - PROGRESS: at 36.96% examples, 731645 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:43,169 : INFO : EPOCH 5 - PROGRESS: at 37.33% examples, 731628 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:44,182 : INFO : EPOCH 5 - PROGRESS: at 37.71% examples, 731650 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:45,193 : INFO : EPOCH 5 - PROGRESS: at 38.06% examples, 731637 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:46,201 : INFO : EPOCH 5 - PROGRESS: at 38.42% examples, 731782 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:47,208 : INFO : EPOCH 5 - PROGRESS: at 38.78% examples, 731746 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:46:48,217 : INFO : EPOCH 5 - PROGRESS: at 39.12% examples, 731754 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:46:49,232 : INFO : EPOCH 5 - PROGRESS: at 39.49% examples, 731784 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:50,237 : INFO : EPOCH 5 - PROGRESS: at 39.84% examples, 731776 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:51,240 : INFO : EPOCH 5 - PROGRESS: at 40.15% examples, 731834 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:52,255 : INFO : EPOCH 5 - PROGRESS: at 40.51% examples, 731902 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:53,258 : INFO : EPOCH 5 - PROGRESS: at 40.84% examples, 731918 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:54,270 : INFO : EPOCH 5 - PROGRESS: at 41.20% examples, 731871 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:46:55,275 : INFO : EPOCH 5 - PROGRESS: at 41.54% examples, 731952 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:56,277 : INFO : EPOCH 5 - PROGRESS: at 41.91% examples, 732002 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:57,282 : INFO : EPOCH 5 - PROGRESS: at 42.26% examples, 732001 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:58,309 : INFO : EPOCH 5 - PROGRESS: at 42.62% examples, 731971 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:46:59,320 : INFO : EPOCH 5 - PROGRESS: at 42.98% examples, 731994 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:47:00,325 : INFO : EPOCH 5 - PROGRESS: at 43.36% examples, 732005 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:01,325 : INFO : EPOCH 5 - PROGRESS: at 43.71% examples, 732076 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:02,333 : INFO : EPOCH 5 - PROGRESS: at 44.06% examples, 732053 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:03,346 : INFO : EPOCH 5 - PROGRESS: at 44.41% examples, 732075 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:04,352 : INFO : EPOCH 5 - PROGRESS: at 44.79% examples, 732076 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:05,354 : INFO : EPOCH 5 - PROGRESS: at 45.14% examples, 732056 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:06,360 : INFO : EPOCH 5 - PROGRESS: at 45.48% examples, 732092 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:07,361 : INFO : EPOCH 5 - PROGRESS: at 45.84% examples, 732036 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:08,364 : INFO : EPOCH 5 - PROGRESS: at 46.17% examples, 732063 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:47:09,381 : INFO : EPOCH 5 - PROGRESS: at 46.53% examples, 732073 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:10,391 : INFO : EPOCH 5 - PROGRESS: at 46.88% examples, 732110 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:11,394 : INFO : EPOCH 5 - PROGRESS: at 47.23% examples, 732141 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:12,406 : INFO : EPOCH 5 - PROGRESS: at 47.55% examples, 732162 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:13,407 : INFO : EPOCH 5 - PROGRESS: at 47.91% examples, 732157 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:14,412 : INFO : EPOCH 5 - PROGRESS: at 48.24% examples, 732111 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:15,413 : INFO : EPOCH 5 - PROGRESS: at 48.57% examples, 732244 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:16,415 : INFO : EPOCH 5 - PROGRESS: at 48.95% examples, 732206 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:17,417 : INFO : EPOCH 5 - PROGRESS: at 49.32% examples, 732162 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:18,420 : INFO : EPOCH 5 - PROGRESS: at 49.67% examples, 732220 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:19,437 : INFO : EPOCH 5 - PROGRESS: at 50.03% examples, 732204 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:20,439 : INFO : EPOCH 5 - PROGRESS: at 50.39% examples, 732277 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:21,442 : INFO : EPOCH 5 - PROGRESS: at 50.76% examples, 732299 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:22,457 : INFO : EPOCH 5 - PROGRESS: at 51.09% examples, 732351 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:23,475 : INFO : EPOCH 5 - PROGRESS: at 51.44% examples, 732385 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:47:24,479 : INFO : EPOCH 5 - PROGRESS: at 51.79% examples, 732367 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:47:25,479 : INFO : EPOCH 5 - PROGRESS: at 52.15% examples, 732413 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:26,480 : INFO : EPOCH 5 - PROGRESS: at 52.48% examples, 732427 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:27,480 : INFO : EPOCH 5 - PROGRESS: at 52.85% examples, 732486 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:28,482 : INFO : EPOCH 5 - PROGRESS: at 53.18% examples, 732423 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:29,496 : INFO : EPOCH 5 - PROGRESS: at 53.53% examples, 732490 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:30,504 : INFO : EPOCH 5 - PROGRESS: at 53.89% examples, 732538 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:31,506 : INFO : EPOCH 5 - PROGRESS: at 54.25% examples, 732514 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:32,507 : INFO : EPOCH 5 - PROGRESS: at 54.58% examples, 732539 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:33,512 : INFO : EPOCH 5 - PROGRESS: at 54.89% examples, 732586 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:34,519 : INFO : EPOCH 5 - PROGRESS: at 55.26% examples, 732576 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:47:35,520 : INFO : EPOCH 5 - PROGRESS: at 55.59% examples, 732665 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:36,521 : INFO : EPOCH 5 - PROGRESS: at 55.95% examples, 732712 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:37,530 : INFO : EPOCH 5 - PROGRESS: at 56.30% examples, 732709 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:38,546 : INFO : EPOCH 5 - PROGRESS: at 56.65% examples, 732585 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:39,553 : INFO : EPOCH 5 - PROGRESS: at 56.99% examples, 732427 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:40,570 : INFO : EPOCH 5 - PROGRESS: at 57.37% examples, 732169 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:41,584 : INFO : EPOCH 5 - PROGRESS: at 57.67% examples, 731394 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:42,591 : INFO : EPOCH 5 - PROGRESS: at 58.02% examples, 731158 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:43,591 : INFO : EPOCH 5 - PROGRESS: at 58.39% examples, 731211 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:44,592 : INFO : EPOCH 5 - PROGRESS: at 58.74% examples, 731165 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:45,592 : INFO : EPOCH 5 - PROGRESS: at 59.07% examples, 731262 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:46,596 : INFO : EPOCH 5 - PROGRESS: at 59.40% examples, 731323 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:47,608 : INFO : EPOCH 5 - PROGRESS: at 59.75% examples, 731375 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:48,612 : INFO : EPOCH 5 - PROGRESS: at 60.10% examples, 731364 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:49,623 : INFO : EPOCH 5 - PROGRESS: at 60.49% examples, 731306 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:47:50,628 : INFO : EPOCH 5 - PROGRESS: at 60.86% examples, 731318 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:51,634 : INFO : EPOCH 5 - PROGRESS: at 61.22% examples, 731343 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:52,634 : INFO : EPOCH 5 - PROGRESS: at 61.57% examples, 731392 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:53,635 : INFO : EPOCH 5 - PROGRESS: at 61.93% examples, 731370 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:54,642 : INFO : EPOCH 5 - PROGRESS: at 62.29% examples, 731321 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:55,653 : INFO : EPOCH 5 - PROGRESS: at 62.64% examples, 731381 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:56,656 : INFO : EPOCH 5 - PROGRESS: at 62.99% examples, 731378 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:57,656 : INFO : EPOCH 5 - PROGRESS: at 63.38% examples, 731398 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:58,665 : INFO : EPOCH 5 - PROGRESS: at 63.74% examples, 731372 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:47:59,673 : INFO : EPOCH 5 - PROGRESS: at 64.07% examples, 731414 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:00,674 : INFO : EPOCH 5 - PROGRESS: at 64.38% examples, 731448 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:48:01,675 : INFO : EPOCH 5 - PROGRESS: at 64.74% examples, 731463 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:02,676 : INFO : EPOCH 5 - PROGRESS: at 65.12% examples, 731458 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:03,681 : INFO : EPOCH 5 - PROGRESS: at 65.46% examples, 731437 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:04,687 : INFO : EPOCH 5 - PROGRESS: at 65.79% examples, 731461 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:05,697 : INFO : EPOCH 5 - PROGRESS: at 66.17% examples, 731444 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:48:06,709 : INFO : EPOCH 5 - PROGRESS: at 66.54% examples, 731449 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:07,730 : INFO : EPOCH 5 - PROGRESS: at 66.92% examples, 731391 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:08,736 : INFO : EPOCH 5 - PROGRESS: at 67.26% examples, 731418 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:09,739 : INFO : EPOCH 5 - PROGRESS: at 67.61% examples, 731421 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:48:10,739 : INFO : EPOCH 5 - PROGRESS: at 67.98% examples, 731436 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:11,769 : INFO : EPOCH 5 - PROGRESS: at 68.34% examples, 731446 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:12,780 : INFO : EPOCH 5 - PROGRESS: at 68.72% examples, 731420 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:13,782 : INFO : EPOCH 5 - PROGRESS: at 69.11% examples, 731364 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:14,786 : INFO : EPOCH 5 - PROGRESS: at 69.42% examples, 731411 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:15,798 : INFO : EPOCH 5 - PROGRESS: at 69.78% examples, 731443 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:16,810 : INFO : EPOCH 5 - PROGRESS: at 70.18% examples, 731426 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:17,813 : INFO : EPOCH 5 - PROGRESS: at 70.55% examples, 731389 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:18,816 : INFO : EPOCH 5 - PROGRESS: at 70.91% examples, 731394 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:19,816 : INFO : EPOCH 5 - PROGRESS: at 71.28% examples, 731440 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:20,822 : INFO : EPOCH 5 - PROGRESS: at 71.66% examples, 731371 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:21,834 : INFO : EPOCH 5 - PROGRESS: at 72.04% examples, 731365 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:22,838 : INFO : EPOCH 5 - PROGRESS: at 72.41% examples, 731375 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:23,839 : INFO : EPOCH 5 - PROGRESS: at 72.76% examples, 731400 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:24,842 : INFO : EPOCH 5 - PROGRESS: at 73.11% examples, 731411 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:48:25,845 : INFO : EPOCH 5 - PROGRESS: at 73.47% examples, 731376 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:26,852 : INFO : EPOCH 5 - PROGRESS: at 73.82% examples, 731432 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:27,864 : INFO : EPOCH 5 - PROGRESS: at 74.17% examples, 731421 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:28,875 : INFO : EPOCH 5 - PROGRESS: at 74.54% examples, 731423 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:29,877 : INFO : EPOCH 5 - PROGRESS: at 74.89% examples, 731430 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:30,900 : INFO : EPOCH 5 - PROGRESS: at 75.26% examples, 731405 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:31,907 : INFO : EPOCH 5 - PROGRESS: at 75.62% examples, 731419 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:48:32,923 : INFO : EPOCH 5 - PROGRESS: at 75.99% examples, 731369 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:33,931 : INFO : EPOCH 5 - PROGRESS: at 76.37% examples, 731397 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:34,944 : INFO : EPOCH 5 - PROGRESS: at 76.74% examples, 731403 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:48:35,955 : INFO : EPOCH 5 - PROGRESS: at 77.10% examples, 731443 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:36,978 : INFO : EPOCH 5 - PROGRESS: at 77.47% examples, 731437 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:37,985 : INFO : EPOCH 5 - PROGRESS: at 77.82% examples, 731432 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:39,002 : INFO : EPOCH 5 - PROGRESS: at 78.17% examples, 731485 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:40,021 : INFO : EPOCH 5 - PROGRESS: at 78.51% examples, 731490 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:41,030 : INFO : EPOCH 5 - PROGRESS: at 78.86% examples, 731539 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:42,047 : INFO : EPOCH 5 - PROGRESS: at 79.21% examples, 731520 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:43,061 : INFO : EPOCH 5 - PROGRESS: at 79.59% examples, 731495 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:44,068 : INFO : EPOCH 5 - PROGRESS: at 79.95% examples, 731541 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:45,079 : INFO : EPOCH 5 - PROGRESS: at 80.30% examples, 731525 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:46,084 : INFO : EPOCH 5 - PROGRESS: at 80.65% examples, 731594 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:47,088 : INFO : EPOCH 5 - PROGRESS: at 81.01% examples, 731601 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:48,089 : INFO : EPOCH 5 - PROGRESS: at 81.35% examples, 731591 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:49,096 : INFO : EPOCH 5 - PROGRESS: at 81.69% examples, 731537 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:50,105 : INFO : EPOCH 5 - PROGRESS: at 82.07% examples, 731567 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:48:51,108 : INFO : EPOCH 5 - PROGRESS: at 82.43% examples, 731524 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:52,109 : INFO : EPOCH 5 - PROGRESS: at 82.78% examples, 731541 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:53,123 : INFO : EPOCH 5 - PROGRESS: at 83.15% examples, 731525 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:54,132 : INFO : EPOCH 5 - PROGRESS: at 83.51% examples, 731565 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:55,138 : INFO : EPOCH 5 - PROGRESS: at 83.86% examples, 731584 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:56,155 : INFO : EPOCH 5 - PROGRESS: at 84.24% examples, 731594 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:57,179 : INFO : EPOCH 5 - PROGRESS: at 84.61% examples, 731580 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:48:58,179 : INFO : EPOCH 5 - PROGRESS: at 84.97% examples, 731643 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:48:59,193 : INFO : EPOCH 5 - PROGRESS: at 85.32% examples, 731611 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:00,209 : INFO : EPOCH 5 - PROGRESS: at 85.69% examples, 731606 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:01,222 : INFO : EPOCH 5 - PROGRESS: at 86.07% examples, 731603 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:02,227 : INFO : EPOCH 5 - PROGRESS: at 86.44% examples, 731653 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:03,238 : INFO : EPOCH 5 - PROGRESS: at 86.80% examples, 731631 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:04,242 : INFO : EPOCH 5 - PROGRESS: at 87.15% examples, 731649 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:05,242 : INFO : EPOCH 5 - PROGRESS: at 87.51% examples, 731657 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:06,252 : INFO : EPOCH 5 - PROGRESS: at 87.85% examples, 731680 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:07,263 : INFO : EPOCH 5 - PROGRESS: at 88.19% examples, 731719 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:08,282 : INFO : EPOCH 5 - PROGRESS: at 88.56% examples, 731681 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:09,304 : INFO : EPOCH 5 - PROGRESS: at 88.91% examples, 731719 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:10,309 : INFO : EPOCH 5 - PROGRESS: at 89.26% examples, 731737 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:11,318 : INFO : EPOCH 5 - PROGRESS: at 89.62% examples, 731720 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:12,328 : INFO : EPOCH 5 - PROGRESS: at 89.95% examples, 731776 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:13,335 : INFO : EPOCH 5 - PROGRESS: at 90.29% examples, 731817 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:14,340 : INFO : EPOCH 5 - PROGRESS: at 90.65% examples, 731847 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:15,348 : INFO : EPOCH 5 - PROGRESS: at 91.02% examples, 731771 words/s, in_qsize 7, out_qsize 1
2020-07-24 00:49:16,350 : INFO : EPOCH 5 - PROGRESS: at 91.39% examples, 731841 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:17,360 : INFO : EPOCH 5 - PROGRESS: at 91.76% examples, 731813 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:18,367 : INFO : EPOCH 5 - PROGRESS: at 92.13% examples, 731829 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:19,370 : INFO : EPOCH 5 - PROGRESS: at 92.48% examples, 731850 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:20,371 : INFO : EPOCH 5 - PROGRESS: at 92.78% examples, 731895 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:21,396 : INFO : EPOCH 5 - PROGRESS: at 93.15% examples, 731846 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:22,419 : INFO : EPOCH 5 - PROGRESS: at 93.51% examples, 731873 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:49:23,421 : INFO : EPOCH 5 - PROGRESS: at 93.87% examples, 731890 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:24,430 : INFO : EPOCH 5 - PROGRESS: at 94.21% examples, 731939 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:25,434 : INFO : EPOCH 5 - PROGRESS: at 94.58% examples, 731873 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:26,451 : INFO : EPOCH 5 - PROGRESS: at 94.97% examples, 731897 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:27,458 : INFO : EPOCH 5 - PROGRESS: at 95.32% examples, 731876 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:28,467 : INFO : EPOCH 5 - PROGRESS: at 95.66% examples, 731883 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:29,472 : INFO : EPOCH 5 - PROGRESS: at 95.99% examples, 731899 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:30,478 : INFO : EPOCH 5 - PROGRESS: at 96.34% examples, 731948 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:31,485 : INFO : EPOCH 5 - PROGRESS: at 96.69% examples, 731940 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:32,503 : INFO : EPOCH 5 - PROGRESS: at 97.05% examples, 731931 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:33,507 : INFO : EPOCH 5 - PROGRESS: at 97.41% examples, 731930 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:34,508 : INFO : EPOCH 5 - PROGRESS: at 97.77% examples, 731921 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:49:35,530 : INFO : EPOCH 5 - PROGRESS: at 98.14% examples, 731929 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:36,538 : INFO : EPOCH 5 - PROGRESS: at 98.49% examples, 731942 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:37,550 : INFO : EPOCH 5 - PROGRESS: at 98.82% examples, 731968 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:38,551 : INFO : EPOCH 5 - PROGRESS: at 99.17% examples, 731990 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:39,554 : INFO : EPOCH 5 - PROGRESS: at 99.50% examples, 732018 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:40,558 : INFO : EPOCH 5 - PROGRESS: at 99.86% examples, 732000 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:40,923 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 00:49:40,933 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 00:49:40,939 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 00:49:40,947 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 00:49:40,948 : INFO : EPOCH - 5 : training on 266955784 raw words (207593744 effective words) took 283.6s, 731993 effective words/s
2020-07-24 00:49:41,959 : INFO : EPOCH 6 - PROGRESS: at 0.28% examples, 712150 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:42,965 : INFO : EPOCH 6 - PROGRESS: at 0.65% examples, 725389 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:43,975 : INFO : EPOCH 6 - PROGRESS: at 1.00% examples, 727118 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:49:44,989 : INFO : EPOCH 6 - PROGRESS: at 1.37% examples, 728963 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:45,992 : INFO : EPOCH 6 - PROGRESS: at 1.73% examples, 731842 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:46,993 : INFO : EPOCH 6 - PROGRESS: at 2.09% examples, 731874 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:47,999 : INFO : EPOCH 6 - PROGRESS: at 2.46% examples, 733548 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:49,016 : INFO : EPOCH 6 - PROGRESS: at 2.77% examples, 734028 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:50,027 : INFO : EPOCH 6 - PROGRESS: at 3.13% examples, 734746 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:51,034 : INFO : EPOCH 6 - PROGRESS: at 3.49% examples, 734980 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:52,037 : INFO : EPOCH 6 - PROGRESS: at 3.86% examples, 735044 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:53,050 : INFO : EPOCH 6 - PROGRESS: at 4.23% examples, 734529 words/s, in_qsize 7, out_qsize 1
2020-07-24 00:49:54,065 : INFO : EPOCH 6 - PROGRESS: at 4.60% examples, 735271 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:55,070 : INFO : EPOCH 6 - PROGRESS: at 4.95% examples, 735471 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:56,072 : INFO : EPOCH 6 - PROGRESS: at 5.31% examples, 735351 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:57,087 : INFO : EPOCH 6 - PROGRESS: at 5.66% examples, 735607 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:58,090 : INFO : EPOCH 6 - PROGRESS: at 6.00% examples, 735350 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:49:59,091 : INFO : EPOCH 6 - PROGRESS: at 6.35% examples, 735253 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:00,106 : INFO : EPOCH 6 - PROGRESS: at 6.69% examples, 735354 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:01,111 : INFO : EPOCH 6 - PROGRESS: at 7.06% examples, 735164 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:02,115 : INFO : EPOCH 6 - PROGRESS: at 7.43% examples, 735084 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:50:03,131 : INFO : EPOCH 6 - PROGRESS: at 7.82% examples, 734994 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:04,144 : INFO : EPOCH 6 - PROGRESS: at 8.20% examples, 734866 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:50:05,144 : INFO : EPOCH 6 - PROGRESS: at 8.55% examples, 734673 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:06,146 : INFO : EPOCH 6 - PROGRESS: at 8.92% examples, 734938 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:07,151 : INFO : EPOCH 6 - PROGRESS: at 9.25% examples, 735314 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:08,166 : INFO : EPOCH 6 - PROGRESS: at 9.58% examples, 735366 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:09,185 : INFO : EPOCH 6 - PROGRESS: at 9.94% examples, 735090 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:10,189 : INFO : EPOCH 6 - PROGRESS: at 10.30% examples, 735215 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:11,195 : INFO : EPOCH 6 - PROGRESS: at 10.66% examples, 735336 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:12,195 : INFO : EPOCH 6 - PROGRESS: at 11.01% examples, 735559 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:13,210 : INFO : EPOCH 6 - PROGRESS: at 11.37% examples, 735661 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:14,220 : INFO : EPOCH 6 - PROGRESS: at 11.73% examples, 735413 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:15,238 : INFO : EPOCH 6 - PROGRESS: at 12.08% examples, 735679 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:50:16,238 : INFO : EPOCH 6 - PROGRESS: at 12.40% examples, 736085 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:17,240 : INFO : EPOCH 6 - PROGRESS: at 12.75% examples, 735693 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:18,246 : INFO : EPOCH 6 - PROGRESS: at 13.09% examples, 735275 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:19,248 : INFO : EPOCH 6 - PROGRESS: at 13.44% examples, 734460 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:20,255 : INFO : EPOCH 6 - PROGRESS: at 13.78% examples, 733546 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:21,257 : INFO : EPOCH 6 - PROGRESS: at 14.09% examples, 731225 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:22,260 : INFO : EPOCH 6 - PROGRESS: at 14.39% examples, 729662 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:23,276 : INFO : EPOCH 6 - PROGRESS: at 14.76% examples, 729785 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:24,279 : INFO : EPOCH 6 - PROGRESS: at 15.09% examples, 729447 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:25,290 : INFO : EPOCH 6 - PROGRESS: at 15.45% examples, 729599 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:26,304 : INFO : EPOCH 6 - PROGRESS: at 15.82% examples, 729625 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:27,313 : INFO : EPOCH 6 - PROGRESS: at 16.16% examples, 729950 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:28,326 : INFO : EPOCH 6 - PROGRESS: at 16.53% examples, 729706 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:29,329 : INFO : EPOCH 6 - PROGRESS: at 16.90% examples, 729944 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:30,343 : INFO : EPOCH 6 - PROGRESS: at 17.28% examples, 729898 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:31,354 : INFO : EPOCH 6 - PROGRESS: at 17.65% examples, 730050 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:32,358 : INFO : EPOCH 6 - PROGRESS: at 18.02% examples, 730213 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:50:33,370 : INFO : EPOCH 6 - PROGRESS: at 18.40% examples, 730340 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:34,374 : INFO : EPOCH 6 - PROGRESS: at 18.75% examples, 730396 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:35,385 : INFO : EPOCH 6 - PROGRESS: at 19.10% examples, 730691 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:36,387 : INFO : EPOCH 6 - PROGRESS: at 19.45% examples, 730765 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:37,400 : INFO : EPOCH 6 - PROGRESS: at 19.81% examples, 730812 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:38,416 : INFO : EPOCH 6 - PROGRESS: at 20.15% examples, 731029 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:39,417 : INFO : EPOCH 6 - PROGRESS: at 20.51% examples, 731116 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:40,417 : INFO : EPOCH 6 - PROGRESS: at 20.86% examples, 731239 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:41,425 : INFO : EPOCH 6 - PROGRESS: at 21.20% examples, 731338 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:42,440 : INFO : EPOCH 6 - PROGRESS: at 21.55% examples, 731526 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:43,446 : INFO : EPOCH 6 - PROGRESS: at 21.92% examples, 731672 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:44,457 : INFO : EPOCH 6 - PROGRESS: at 22.31% examples, 731683 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:45,465 : INFO : EPOCH 6 - PROGRESS: at 22.67% examples, 731735 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:46,466 : INFO : EPOCH 6 - PROGRESS: at 23.05% examples, 731631 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:47,481 : INFO : EPOCH 6 - PROGRESS: at 23.42% examples, 731654 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:48,490 : INFO : EPOCH 6 - PROGRESS: at 23.78% examples, 731631 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:50:49,490 : INFO : EPOCH 6 - PROGRESS: at 24.11% examples, 731789 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:50,492 : INFO : EPOCH 6 - PROGRESS: at 24.47% examples, 731810 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:51,496 : INFO : EPOCH 6 - PROGRESS: at 24.83% examples, 731890 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:50:52,503 : INFO : EPOCH 6 - PROGRESS: at 25.22% examples, 731878 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:53,506 : INFO : EPOCH 6 - PROGRESS: at 25.58% examples, 731870 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:54,507 : INFO : EPOCH 6 - PROGRESS: at 25.94% examples, 731924 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:50:55,532 : INFO : EPOCH 6 - PROGRESS: at 26.30% examples, 732031 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:50:56,539 : INFO : EPOCH 6 - PROGRESS: at 26.67% examples, 732205 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:57,543 : INFO : EPOCH 6 - PROGRESS: at 27.00% examples, 732360 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:50:58,548 : INFO : EPOCH 6 - PROGRESS: at 27.35% examples, 732522 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:50:59,556 : INFO : EPOCH 6 - PROGRESS: at 27.69% examples, 732610 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:00,557 : INFO : EPOCH 6 - PROGRESS: at 28.06% examples, 732714 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:01,577 : INFO : EPOCH 6 - PROGRESS: at 28.42% examples, 732713 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:02,587 : INFO : EPOCH 6 - PROGRESS: at 28.79% examples, 732877 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:03,590 : INFO : EPOCH 6 - PROGRESS: at 29.14% examples, 733032 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:04,591 : INFO : EPOCH 6 - PROGRESS: at 29.49% examples, 733121 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:51:05,607 : INFO : EPOCH 6 - PROGRESS: at 29.85% examples, 733133 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:06,607 : INFO : EPOCH 6 - PROGRESS: at 30.21% examples, 733156 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:07,608 : INFO : EPOCH 6 - PROGRESS: at 30.55% examples, 733316 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:08,611 : INFO : EPOCH 6 - PROGRESS: at 30.92% examples, 733345 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:09,621 : INFO : EPOCH 6 - PROGRESS: at 31.30% examples, 733288 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:10,631 : INFO : EPOCH 6 - PROGRESS: at 31.68% examples, 733260 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:11,634 : INFO : EPOCH 6 - PROGRESS: at 32.05% examples, 733327 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:12,635 : INFO : EPOCH 6 - PROGRESS: at 32.41% examples, 733442 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:13,661 : INFO : EPOCH 6 - PROGRESS: at 32.81% examples, 733337 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:14,668 : INFO : EPOCH 6 - PROGRESS: at 33.17% examples, 733378 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:15,680 : INFO : EPOCH 6 - PROGRESS: at 33.52% examples, 733404 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:16,692 : INFO : EPOCH 6 - PROGRESS: at 33.88% examples, 733427 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:17,697 : INFO : EPOCH 6 - PROGRESS: at 34.21% examples, 733390 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:18,717 : INFO : EPOCH 6 - PROGRESS: at 34.57% examples, 733518 words/s, in_qsize 7, out_qsize 1
2020-07-24 00:51:19,737 : INFO : EPOCH 6 - PROGRESS: at 34.94% examples, 733544 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:20,744 : INFO : EPOCH 6 - PROGRESS: at 35.30% examples, 733718 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:21,745 : INFO : EPOCH 6 - PROGRESS: at 35.61% examples, 733878 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:22,750 : INFO : EPOCH 6 - PROGRESS: at 35.97% examples, 733831 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:23,751 : INFO : EPOCH 6 - PROGRESS: at 36.33% examples, 733897 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:24,754 : INFO : EPOCH 6 - PROGRESS: at 36.70% examples, 733886 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:25,770 : INFO : EPOCH 6 - PROGRESS: at 37.08% examples, 733841 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:26,771 : INFO : EPOCH 6 - PROGRESS: at 37.45% examples, 733841 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:27,775 : INFO : EPOCH 6 - PROGRESS: at 37.80% examples, 733787 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:28,779 : INFO : EPOCH 6 - PROGRESS: at 38.16% examples, 733779 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:29,795 : INFO : EPOCH 6 - PROGRESS: at 38.52% examples, 733794 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:30,799 : INFO : EPOCH 6 - PROGRESS: at 38.89% examples, 733819 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:31,811 : INFO : EPOCH 6 - PROGRESS: at 39.24% examples, 733906 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:51:32,822 : INFO : EPOCH 6 - PROGRESS: at 39.60% examples, 733950 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:33,825 : INFO : EPOCH 6 - PROGRESS: at 39.94% examples, 733980 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:34,827 : INFO : EPOCH 6 - PROGRESS: at 40.26% examples, 734048 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:35,831 : INFO : EPOCH 6 - PROGRESS: at 40.62% examples, 733967 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:36,838 : INFO : EPOCH 6 - PROGRESS: at 40.96% examples, 734098 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:37,841 : INFO : EPOCH 6 - PROGRESS: at 41.31% examples, 734048 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:38,849 : INFO : EPOCH 6 - PROGRESS: at 41.67% examples, 734105 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:39,863 : INFO : EPOCH 6 - PROGRESS: at 42.01% examples, 734124 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:40,883 : INFO : EPOCH 6 - PROGRESS: at 42.37% examples, 734164 words/s, in_qsize 7, out_qsize 1
2020-07-24 00:51:41,899 : INFO : EPOCH 6 - PROGRESS: at 42.75% examples, 734197 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:42,902 : INFO : EPOCH 6 - PROGRESS: at 43.12% examples, 734183 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:43,917 : INFO : EPOCH 6 - PROGRESS: at 43.49% examples, 734191 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:44,923 : INFO : EPOCH 6 - PROGRESS: at 43.84% examples, 734302 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:45,930 : INFO : EPOCH 6 - PROGRESS: at 44.19% examples, 734347 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:46,932 : INFO : EPOCH 6 - PROGRESS: at 44.55% examples, 734283 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:47,937 : INFO : EPOCH 6 - PROGRESS: at 44.91% examples, 734353 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:48,948 : INFO : EPOCH 6 - PROGRESS: at 45.27% examples, 734368 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:49,956 : INFO : EPOCH 6 - PROGRESS: at 45.63% examples, 734442 words/s, in_qsize 7, out_qsize 1
2020-07-24 00:51:50,957 : INFO : EPOCH 6 - PROGRESS: at 45.99% examples, 734468 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:51,962 : INFO : EPOCH 6 - PROGRESS: at 46.33% examples, 734502 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:52,971 : INFO : EPOCH 6 - PROGRESS: at 46.67% examples, 734544 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:53,971 : INFO : EPOCH 6 - PROGRESS: at 47.03% examples, 734584 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:54,976 : INFO : EPOCH 6 - PROGRESS: at 47.36% examples, 734587 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:55,979 : INFO : EPOCH 6 - PROGRESS: at 47.70% examples, 734613 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:56,989 : INFO : EPOCH 6 - PROGRESS: at 48.04% examples, 734568 words/s, in_qsize 8, out_qsize 1
2020-07-24 00:51:58,001 : INFO : EPOCH 6 - PROGRESS: at 48.39% examples, 734617 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:51:59,006 : INFO : EPOCH 6 - PROGRESS: at 48.74% examples, 734627 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:00,009 : INFO : EPOCH 6 - PROGRESS: at 49.11% examples, 734604 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:01,009 : INFO : EPOCH 6 - PROGRESS: at 49.48% examples, 734612 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:02,016 : INFO : EPOCH 6 - PROGRESS: at 49.82% examples, 734658 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:03,018 : INFO : EPOCH 6 - PROGRESS: at 50.19% examples, 734683 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:04,023 : INFO : EPOCH 6 - PROGRESS: at 50.55% examples, 734636 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:05,024 : INFO : EPOCH 6 - PROGRESS: at 50.89% examples, 734656 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:06,025 : INFO : EPOCH 6 - PROGRESS: at 51.23% examples, 734700 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:07,032 : INFO : EPOCH 6 - PROGRESS: at 51.58% examples, 734687 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:08,037 : INFO : EPOCH 6 - PROGRESS: at 51.95% examples, 734732 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:09,060 : INFO : EPOCH 6 - PROGRESS: at 52.29% examples, 734684 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:10,065 : INFO : EPOCH 6 - PROGRESS: at 52.64% examples, 734776 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:11,075 : INFO : EPOCH 6 - PROGRESS: at 52.99% examples, 734801 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:52:12,083 : INFO : EPOCH 6 - PROGRESS: at 53.36% examples, 734769 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:52:13,085 : INFO : EPOCH 6 - PROGRESS: at 53.71% examples, 734808 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:14,087 : INFO : EPOCH 6 - PROGRESS: at 54.05% examples, 734839 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:15,088 : INFO : EPOCH 6 - PROGRESS: at 54.41% examples, 734826 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:16,097 : INFO : EPOCH 6 - PROGRESS: at 54.73% examples, 734855 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:52:17,103 : INFO : EPOCH 6 - PROGRESS: at 55.07% examples, 734825 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:18,122 : INFO : EPOCH 6 - PROGRESS: at 55.41% examples, 734878 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:52:19,128 : INFO : EPOCH 6 - PROGRESS: at 55.77% examples, 734907 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:20,129 : INFO : EPOCH 6 - PROGRESS: at 56.12% examples, 734941 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:21,138 : INFO : EPOCH 6 - PROGRESS: at 56.48% examples, 735020 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:22,142 : INFO : EPOCH 6 - PROGRESS: at 56.84% examples, 735018 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:52:23,147 : INFO : EPOCH 6 - PROGRESS: at 57.21% examples, 734908 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:52:24,159 : INFO : EPOCH 6 - PROGRESS: at 57.57% examples, 734904 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:25,166 : INFO : EPOCH 6 - PROGRESS: at 57.95% examples, 734927 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:26,186 : INFO : EPOCH 6 - PROGRESS: at 58.33% examples, 734884 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:27,186 : INFO : EPOCH 6 - PROGRESS: at 58.67% examples, 734835 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:28,195 : INFO : EPOCH 6 - PROGRESS: at 59.02% examples, 734912 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:29,198 : INFO : EPOCH 6 - PROGRESS: at 59.34% examples, 734975 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:30,202 : INFO : EPOCH 6 - PROGRESS: at 59.68% examples, 734997 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:31,212 : INFO : EPOCH 6 - PROGRESS: at 60.04% examples, 734991 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:52:32,214 : INFO : EPOCH 6 - PROGRESS: at 60.43% examples, 734996 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:33,221 : INFO : EPOCH 6 - PROGRESS: at 60.81% examples, 734953 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:34,230 : INFO : EPOCH 6 - PROGRESS: at 61.18% examples, 734997 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:35,247 : INFO : EPOCH 6 - PROGRESS: at 61.53% examples, 735015 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:36,248 : INFO : EPOCH 6 - PROGRESS: at 61.88% examples, 734960 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:37,262 : INFO : EPOCH 6 - PROGRESS: at 62.25% examples, 734979 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:38,263 : INFO : EPOCH 6 - PROGRESS: at 62.60% examples, 735023 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:39,269 : INFO : EPOCH 6 - PROGRESS: at 62.96% examples, 735055 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:40,271 : INFO : EPOCH 6 - PROGRESS: at 63.34% examples, 735016 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:41,281 : INFO : EPOCH 6 - PROGRESS: at 63.71% examples, 735055 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:42,287 : INFO : EPOCH 6 - PROGRESS: at 64.05% examples, 735167 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:43,300 : INFO : EPOCH 6 - PROGRESS: at 64.36% examples, 735149 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:44,308 : INFO : EPOCH 6 - PROGRESS: at 64.72% examples, 735121 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:45,309 : INFO : EPOCH 6 - PROGRESS: at 65.10% examples, 735101 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:46,328 : INFO : EPOCH 6 - PROGRESS: at 65.45% examples, 735104 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:47,330 : INFO : EPOCH 6 - PROGRESS: at 65.78% examples, 735162 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:48,332 : INFO : EPOCH 6 - PROGRESS: at 66.16% examples, 735130 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:49,345 : INFO : EPOCH 6 - PROGRESS: at 66.53% examples, 735107 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:50,350 : INFO : EPOCH 6 - PROGRESS: at 66.91% examples, 735046 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:51,356 : INFO : EPOCH 6 - PROGRESS: at 67.25% examples, 735098 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:52,358 : INFO : EPOCH 6 - PROGRESS: at 67.60% examples, 735085 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:53,363 : INFO : EPOCH 6 - PROGRESS: at 67.98% examples, 735056 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:54,368 : INFO : EPOCH 6 - PROGRESS: at 68.32% examples, 735115 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:55,371 : INFO : EPOCH 6 - PROGRESS: at 68.71% examples, 735142 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:56,375 : INFO : EPOCH 6 - PROGRESS: at 69.10% examples, 735076 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:57,388 : INFO : EPOCH 6 - PROGRESS: at 69.42% examples, 735089 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:58,404 : INFO : EPOCH 6 - PROGRESS: at 69.77% examples, 735058 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:52:59,408 : INFO : EPOCH 6 - PROGRESS: at 70.15% examples, 734838 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:00,412 : INFO : EPOCH 6 - PROGRESS: at 70.51% examples, 734633 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:01,413 : INFO : EPOCH 6 - PROGRESS: at 70.82% examples, 734231 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:02,423 : INFO : EPOCH 6 - PROGRESS: at 71.15% examples, 733827 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:03,427 : INFO : EPOCH 6 - PROGRESS: at 71.55% examples, 733851 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:04,432 : INFO : EPOCH 6 - PROGRESS: at 71.92% examples, 733843 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:05,444 : INFO : EPOCH 6 - PROGRESS: at 72.30% examples, 733814 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:06,446 : INFO : EPOCH 6 - PROGRESS: at 72.66% examples, 733889 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:53:07,447 : INFO : EPOCH 6 - PROGRESS: at 73.02% examples, 733904 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:53:08,451 : INFO : EPOCH 6 - PROGRESS: at 73.38% examples, 733929 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:09,453 : INFO : EPOCH 6 - PROGRESS: at 73.72% examples, 733923 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:10,465 : INFO : EPOCH 6 - PROGRESS: at 74.08% examples, 733945 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:11,488 : INFO : EPOCH 6 - PROGRESS: at 74.43% examples, 733904 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:12,505 : INFO : EPOCH 6 - PROGRESS: at 74.80% examples, 733915 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:13,512 : INFO : EPOCH 6 - PROGRESS: at 75.15% examples, 733952 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:14,513 : INFO : EPOCH 6 - PROGRESS: at 75.52% examples, 733923 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:15,522 : INFO : EPOCH 6 - PROGRESS: at 75.88% examples, 733918 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:16,533 : INFO : EPOCH 6 - PROGRESS: at 76.27% examples, 733962 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:17,538 : INFO : EPOCH 6 - PROGRESS: at 76.65% examples, 733971 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:18,553 : INFO : EPOCH 6 - PROGRESS: at 77.01% examples, 733984 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:19,558 : INFO : EPOCH 6 - PROGRESS: at 77.38% examples, 734007 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:20,558 : INFO : EPOCH 6 - PROGRESS: at 77.73% examples, 734076 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:21,566 : INFO : EPOCH 6 - PROGRESS: at 78.08% examples, 734070 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:22,588 : INFO : EPOCH 6 - PROGRESS: at 78.42% examples, 734052 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:23,603 : INFO : EPOCH 6 - PROGRESS: at 78.78% examples, 734098 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:24,608 : INFO : EPOCH 6 - PROGRESS: at 79.12% examples, 734144 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:25,609 : INFO : EPOCH 6 - PROGRESS: at 79.49% examples, 734156 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:26,614 : INFO : EPOCH 6 - PROGRESS: at 79.87% examples, 734173 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:27,617 : INFO : EPOCH 6 - PROGRESS: at 80.22% examples, 734211 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:28,623 : INFO : EPOCH 6 - PROGRESS: at 80.57% examples, 734250 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:29,627 : INFO : EPOCH 6 - PROGRESS: at 80.93% examples, 734252 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:30,627 : INFO : EPOCH 6 - PROGRESS: at 81.26% examples, 734250 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:31,631 : INFO : EPOCH 6 - PROGRESS: at 81.60% examples, 734235 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:32,640 : INFO : EPOCH 6 - PROGRESS: at 81.99% examples, 734243 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:33,648 : INFO : EPOCH 6 - PROGRESS: at 82.35% examples, 734185 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:34,660 : INFO : EPOCH 6 - PROGRESS: at 82.72% examples, 734212 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:35,662 : INFO : EPOCH 6 - PROGRESS: at 83.07% examples, 734218 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:36,667 : INFO : EPOCH 6 - PROGRESS: at 83.44% examples, 734219 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:37,671 : INFO : EPOCH 6 - PROGRESS: at 83.78% examples, 734221 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:38,674 : INFO : EPOCH 6 - PROGRESS: at 84.15% examples, 734253 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:39,686 : INFO : EPOCH 6 - PROGRESS: at 84.53% examples, 734247 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:40,696 : INFO : EPOCH 6 - PROGRESS: at 84.89% examples, 734226 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:41,700 : INFO : EPOCH 6 - PROGRESS: at 85.24% examples, 734287 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:42,708 : INFO : EPOCH 6 - PROGRESS: at 85.60% examples, 734277 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:43,712 : INFO : EPOCH 6 - PROGRESS: at 85.97% examples, 734251 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:44,714 : INFO : EPOCH 6 - PROGRESS: at 86.34% examples, 734261 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:45,719 : INFO : EPOCH 6 - PROGRESS: at 86.71% examples, 734274 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:46,724 : INFO : EPOCH 6 - PROGRESS: at 87.07% examples, 734339 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:47,727 : INFO : EPOCH 6 - PROGRESS: at 87.44% examples, 734333 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:48,736 : INFO : EPOCH 6 - PROGRESS: at 87.78% examples, 734352 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:49,739 : INFO : EPOCH 6 - PROGRESS: at 88.11% examples, 734347 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:50,742 : INFO : EPOCH 6 - PROGRESS: at 88.46% examples, 734372 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:51,753 : INFO : EPOCH 6 - PROGRESS: at 88.83% examples, 734346 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:52,762 : INFO : EPOCH 6 - PROGRESS: at 89.16% examples, 734378 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:53,768 : INFO : EPOCH 6 - PROGRESS: at 89.53% examples, 734336 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:54,777 : INFO : EPOCH 6 - PROGRESS: at 89.88% examples, 734380 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:55,782 : INFO : EPOCH 6 - PROGRESS: at 90.21% examples, 734404 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:56,793 : INFO : EPOCH 6 - PROGRESS: at 90.56% examples, 734423 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:57,798 : INFO : EPOCH 6 - PROGRESS: at 90.93% examples, 734431 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:58,798 : INFO : EPOCH 6 - PROGRESS: at 91.30% examples, 734424 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:53:59,802 : INFO : EPOCH 6 - PROGRESS: at 91.67% examples, 734426 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:00,802 : INFO : EPOCH 6 - PROGRESS: at 92.04% examples, 734401 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:01,814 : INFO : EPOCH 6 - PROGRESS: at 92.42% examples, 734406 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:02,825 : INFO : EPOCH 6 - PROGRESS: at 92.71% examples, 734465 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:03,829 : INFO : EPOCH 6 - PROGRESS: at 93.07% examples, 734444 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:04,844 : INFO : EPOCH 6 - PROGRESS: at 93.42% examples, 734489 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:54:05,850 : INFO : EPOCH 6 - PROGRESS: at 93.79% examples, 734465 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:06,855 : INFO : EPOCH 6 - PROGRESS: at 94.13% examples, 734466 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:07,859 : INFO : EPOCH 6 - PROGRESS: at 94.49% examples, 734508 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:08,866 : INFO : EPOCH 6 - PROGRESS: at 94.87% examples, 734479 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:09,874 : INFO : EPOCH 6 - PROGRESS: at 95.23% examples, 734458 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:10,880 : INFO : EPOCH 6 - PROGRESS: at 95.57% examples, 734525 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:11,893 : INFO : EPOCH 6 - PROGRESS: at 95.90% examples, 734534 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:12,899 : INFO : EPOCH 6 - PROGRESS: at 96.26% examples, 734572 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:13,899 : INFO : EPOCH 6 - PROGRESS: at 96.61% examples, 734572 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:14,904 : INFO : EPOCH 6 - PROGRESS: at 96.97% examples, 734574 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:54:15,906 : INFO : EPOCH 6 - PROGRESS: at 97.34% examples, 734578 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:16,914 : INFO : EPOCH 6 - PROGRESS: at 97.69% examples, 734553 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:17,922 : INFO : EPOCH 6 - PROGRESS: at 98.06% examples, 734584 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:18,932 : INFO : EPOCH 6 - PROGRESS: at 98.41% examples, 734601 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:19,933 : INFO : EPOCH 6 - PROGRESS: at 98.76% examples, 734581 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:20,933 : INFO : EPOCH 6 - PROGRESS: at 99.09% examples, 734611 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:21,936 : INFO : EPOCH 6 - PROGRESS: at 99.43% examples, 734628 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:22,939 : INFO : EPOCH 6 - PROGRESS: at 99.78% examples, 734624 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:23,508 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 00:54:23,510 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 00:54:23,527 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 00:54:23,536 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 00:54:23,537 : INFO : EPOCH - 6 : training on 266955784 raw words (207598093 effective words) took 282.6s, 734638 effective words/s
2020-07-24 00:54:24,560 : INFO : EPOCH 7 - PROGRESS: at 0.29% examples, 733252 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:54:25,564 : INFO : EPOCH 7 - PROGRESS: at 0.66% examples, 736590 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:26,568 : INFO : EPOCH 7 - PROGRESS: at 1.02% examples, 738533 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:27,575 : INFO : EPOCH 7 - PROGRESS: at 1.38% examples, 736356 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:28,587 : INFO : EPOCH 7 - PROGRESS: at 1.75% examples, 737451 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:29,587 : INFO : EPOCH 7 - PROGRESS: at 2.11% examples, 737085 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:30,600 : INFO : EPOCH 7 - PROGRESS: at 2.47% examples, 737897 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:31,610 : INFO : EPOCH 7 - PROGRESS: at 2.78% examples, 737699 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:32,628 : INFO : EPOCH 7 - PROGRESS: at 3.14% examples, 736028 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:33,633 : INFO : EPOCH 7 - PROGRESS: at 3.50% examples, 735218 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:34,633 : INFO : EPOCH 7 - PROGRESS: at 3.87% examples, 735841 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:35,637 : INFO : EPOCH 7 - PROGRESS: at 4.24% examples, 735903 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:36,653 : INFO : EPOCH 7 - PROGRESS: at 4.61% examples, 735832 words/s, in_qsize 7, out_qsize 1
2020-07-24 00:54:37,657 : INFO : EPOCH 7 - PROGRESS: at 4.96% examples, 736582 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:38,658 : INFO : EPOCH 7 - PROGRESS: at 5.31% examples, 736426 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:39,665 : INFO : EPOCH 7 - PROGRESS: at 5.66% examples, 736484 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:40,666 : INFO : EPOCH 7 - PROGRESS: at 6.01% examples, 736774 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:41,673 : INFO : EPOCH 7 - PROGRESS: at 6.36% examples, 736728 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:42,677 : INFO : EPOCH 7 - PROGRESS: at 6.70% examples, 736771 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:43,684 : INFO : EPOCH 7 - PROGRESS: at 7.08% examples, 736445 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:44,685 : INFO : EPOCH 7 - PROGRESS: at 7.44% examples, 736051 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:45,694 : INFO : EPOCH 7 - PROGRESS: at 7.82% examples, 735759 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:46,705 : INFO : EPOCH 7 - PROGRESS: at 8.19% examples, 735342 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:47,706 : INFO : EPOCH 7 - PROGRESS: at 8.55% examples, 735341 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:54:48,706 : INFO : EPOCH 7 - PROGRESS: at 8.91% examples, 735104 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:49,718 : INFO : EPOCH 7 - PROGRESS: at 9.24% examples, 735280 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:50,719 : INFO : EPOCH 7 - PROGRESS: at 9.57% examples, 735358 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:51,731 : INFO : EPOCH 7 - PROGRESS: at 9.94% examples, 735014 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:52,734 : INFO : EPOCH 7 - PROGRESS: at 10.28% examples, 735300 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:53,739 : INFO : EPOCH 7 - PROGRESS: at 10.65% examples, 735404 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:54,753 : INFO : EPOCH 7 - PROGRESS: at 11.00% examples, 735253 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:55,754 : INFO : EPOCH 7 - PROGRESS: at 11.35% examples, 735251 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:56,759 : INFO : EPOCH 7 - PROGRESS: at 11.71% examples, 735076 words/s, in_qsize 7, out_qsize 1
2020-07-24 00:54:57,764 : INFO : EPOCH 7 - PROGRESS: at 12.05% examples, 735202 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:58,765 : INFO : EPOCH 7 - PROGRESS: at 12.37% examples, 735246 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:54:59,774 : INFO : EPOCH 7 - PROGRESS: at 12.72% examples, 735363 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:00,790 : INFO : EPOCH 7 - PROGRESS: at 13.07% examples, 735306 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:01,804 : INFO : EPOCH 7 - PROGRESS: at 13.44% examples, 735216 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:02,823 : INFO : EPOCH 7 - PROGRESS: at 13.81% examples, 735242 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:03,833 : INFO : EPOCH 7 - PROGRESS: at 14.17% examples, 735279 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:04,842 : INFO : EPOCH 7 - PROGRESS: at 14.50% examples, 735347 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:05,846 : INFO : EPOCH 7 - PROGRESS: at 14.87% examples, 735121 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:06,856 : INFO : EPOCH 7 - PROGRESS: at 15.21% examples, 735131 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:07,871 : INFO : EPOCH 7 - PROGRESS: at 15.57% examples, 735024 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:08,880 : INFO : EPOCH 7 - PROGRESS: at 15.92% examples, 735099 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:09,892 : INFO : EPOCH 7 - PROGRESS: at 16.27% examples, 735000 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:10,910 : INFO : EPOCH 7 - PROGRESS: at 16.65% examples, 734754 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:55:11,915 : INFO : EPOCH 7 - PROGRESS: at 17.02% examples, 734744 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:12,925 : INFO : EPOCH 7 - PROGRESS: at 17.38% examples, 734552 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:55:13,925 : INFO : EPOCH 7 - PROGRESS: at 17.75% examples, 734494 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:14,928 : INFO : EPOCH 7 - PROGRESS: at 18.12% examples, 734635 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:15,943 : INFO : EPOCH 7 - PROGRESS: at 18.50% examples, 734270 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:16,960 : INFO : EPOCH 7 - PROGRESS: at 18.85% examples, 734358 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:17,971 : INFO : EPOCH 7 - PROGRESS: at 19.20% examples, 734435 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:18,974 : INFO : EPOCH 7 - PROGRESS: at 19.55% examples, 734484 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:19,977 : INFO : EPOCH 7 - PROGRESS: at 19.91% examples, 734411 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:20,991 : INFO : EPOCH 7 - PROGRESS: at 20.23% examples, 734403 words/s, in_qsize 7, out_qsize 1
2020-07-24 00:55:21,992 : INFO : EPOCH 7 - PROGRESS: at 20.60% examples, 734484 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:23,007 : INFO : EPOCH 7 - PROGRESS: at 20.94% examples, 734510 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:24,013 : INFO : EPOCH 7 - PROGRESS: at 21.29% examples, 734589 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:25,023 : INFO : EPOCH 7 - PROGRESS: at 21.65% examples, 734574 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:26,030 : INFO : EPOCH 7 - PROGRESS: at 22.01% examples, 734561 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:27,045 : INFO : EPOCH 7 - PROGRESS: at 22.39% examples, 734469 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:28,056 : INFO : EPOCH 7 - PROGRESS: at 22.76% examples, 734381 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:29,061 : INFO : EPOCH 7 - PROGRESS: at 23.13% examples, 734411 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:30,065 : INFO : EPOCH 7 - PROGRESS: at 23.51% examples, 734644 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:31,065 : INFO : EPOCH 7 - PROGRESS: at 23.86% examples, 734525 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:32,072 : INFO : EPOCH 7 - PROGRESS: at 24.21% examples, 734573 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:33,073 : INFO : EPOCH 7 - PROGRESS: at 24.58% examples, 734400 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:34,073 : INFO : EPOCH 7 - PROGRESS: at 24.92% examples, 734509 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:35,081 : INFO : EPOCH 7 - PROGRESS: at 25.31% examples, 734389 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:36,087 : INFO : EPOCH 7 - PROGRESS: at 25.67% examples, 734481 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:37,110 : INFO : EPOCH 7 - PROGRESS: at 26.04% examples, 734378 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:38,121 : INFO : EPOCH 7 - PROGRESS: at 26.39% examples, 734382 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:55:39,128 : INFO : EPOCH 7 - PROGRESS: at 26.73% examples, 734039 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:40,136 : INFO : EPOCH 7 - PROGRESS: at 27.05% examples, 733851 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:41,157 : INFO : EPOCH 7 - PROGRESS: at 27.38% examples, 732986 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:42,160 : INFO : EPOCH 7 - PROGRESS: at 27.68% examples, 731951 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:43,160 : INFO : EPOCH 7 - PROGRESS: at 28.04% examples, 732047 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:44,176 : INFO : EPOCH 7 - PROGRESS: at 28.40% examples, 732043 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:45,193 : INFO : EPOCH 7 - PROGRESS: at 28.75% examples, 732013 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:46,196 : INFO : EPOCH 7 - PROGRESS: at 29.12% examples, 731988 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:55:47,207 : INFO : EPOCH 7 - PROGRESS: at 29.45% examples, 732182 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:48,218 : INFO : EPOCH 7 - PROGRESS: at 29.82% examples, 732299 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:49,219 : INFO : EPOCH 7 - PROGRESS: at 30.18% examples, 732370 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:50,228 : INFO : EPOCH 7 - PROGRESS: at 30.52% examples, 732396 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:55:51,238 : INFO : EPOCH 7 - PROGRESS: at 30.89% examples, 732414 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:52,258 : INFO : EPOCH 7 - PROGRESS: at 31.27% examples, 732271 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:53,259 : INFO : EPOCH 7 - PROGRESS: at 31.65% examples, 732287 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:54,264 : INFO : EPOCH 7 - PROGRESS: at 32.02% examples, 732311 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:55,267 : INFO : EPOCH 7 - PROGRESS: at 32.38% examples, 732231 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:56,279 : INFO : EPOCH 7 - PROGRESS: at 32.76% examples, 732126 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:57,284 : INFO : EPOCH 7 - PROGRESS: at 33.13% examples, 732133 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:58,291 : INFO : EPOCH 7 - PROGRESS: at 33.47% examples, 732199 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:55:59,298 : INFO : EPOCH 7 - PROGRESS: at 33.83% examples, 732151 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:56:00,302 : INFO : EPOCH 7 - PROGRESS: at 34.16% examples, 732235 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:01,303 : INFO : EPOCH 7 - PROGRESS: at 34.50% examples, 732172 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:02,312 : INFO : EPOCH 7 - PROGRESS: at 34.87% examples, 732207 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:03,322 : INFO : EPOCH 7 - PROGRESS: at 35.23% examples, 732389 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:04,346 : INFO : EPOCH 7 - PROGRESS: at 35.55% examples, 732497 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:05,349 : INFO : EPOCH 7 - PROGRESS: at 35.90% examples, 732457 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:06,352 : INFO : EPOCH 7 - PROGRESS: at 36.25% examples, 732499 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:07,358 : INFO : EPOCH 7 - PROGRESS: at 36.62% examples, 732440 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:08,366 : INFO : EPOCH 7 - PROGRESS: at 37.01% examples, 732420 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:56:09,391 : INFO : EPOCH 7 - PROGRESS: at 37.38% examples, 732399 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:10,393 : INFO : EPOCH 7 - PROGRESS: at 37.74% examples, 732370 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:56:11,419 : INFO : EPOCH 7 - PROGRESS: at 38.11% examples, 732369 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:12,431 : INFO : EPOCH 7 - PROGRESS: at 38.46% examples, 732369 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:13,440 : INFO : EPOCH 7 - PROGRESS: at 38.83% examples, 732411 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:14,468 : INFO : EPOCH 7 - PROGRESS: at 39.18% examples, 732423 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:15,472 : INFO : EPOCH 7 - PROGRESS: at 39.54% examples, 732528 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:16,476 : INFO : EPOCH 7 - PROGRESS: at 39.89% examples, 732411 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:17,481 : INFO : EPOCH 7 - PROGRESS: at 40.20% examples, 732517 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:18,491 : INFO : EPOCH 7 - PROGRESS: at 40.55% examples, 732442 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:19,502 : INFO : EPOCH 7 - PROGRESS: at 40.91% examples, 732427 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:20,516 : INFO : EPOCH 7 - PROGRESS: at 41.25% examples, 732550 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:21,538 : INFO : EPOCH 7 - PROGRESS: at 41.61% examples, 732487 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:22,540 : INFO : EPOCH 7 - PROGRESS: at 41.95% examples, 732562 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:23,551 : INFO : EPOCH 7 - PROGRESS: at 42.32% examples, 732551 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:24,567 : INFO : EPOCH 7 - PROGRESS: at 42.67% examples, 732591 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:25,575 : INFO : EPOCH 7 - PROGRESS: at 43.05% examples, 732558 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:26,588 : INFO : EPOCH 7 - PROGRESS: at 43.43% examples, 732592 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:27,600 : INFO : EPOCH 7 - PROGRESS: at 43.77% examples, 732616 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:28,605 : INFO : EPOCH 7 - PROGRESS: at 44.12% examples, 732563 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:29,628 : INFO : EPOCH 7 - PROGRESS: at 44.48% examples, 732547 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:30,643 : INFO : EPOCH 7 - PROGRESS: at 44.86% examples, 732524 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:31,650 : INFO : EPOCH 7 - PROGRESS: at 45.21% examples, 732571 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:32,671 : INFO : EPOCH 7 - PROGRESS: at 45.56% examples, 732700 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:33,677 : INFO : EPOCH 7 - PROGRESS: at 45.94% examples, 732701 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:34,680 : INFO : EPOCH 7 - PROGRESS: at 46.27% examples, 732763 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:35,689 : INFO : EPOCH 7 - PROGRESS: at 46.62% examples, 732706 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:36,697 : INFO : EPOCH 7 - PROGRESS: at 46.96% examples, 732766 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:37,702 : INFO : EPOCH 7 - PROGRESS: at 47.30% examples, 732782 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:38,722 : INFO : EPOCH 7 - PROGRESS: at 47.65% examples, 732788 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:56:39,730 : INFO : EPOCH 7 - PROGRESS: at 47.98% examples, 732846 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:40,742 : INFO : EPOCH 7 - PROGRESS: at 48.33% examples, 732838 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:41,745 : INFO : EPOCH 7 - PROGRESS: at 48.67% examples, 732866 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:42,763 : INFO : EPOCH 7 - PROGRESS: at 49.05% examples, 732807 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:43,767 : INFO : EPOCH 7 - PROGRESS: at 49.42% examples, 732825 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:44,771 : INFO : EPOCH 7 - PROGRESS: at 49.76% examples, 732836 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:56:45,777 : INFO : EPOCH 7 - PROGRESS: at 50.12% examples, 732819 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:46,788 : INFO : EPOCH 7 - PROGRESS: at 50.48% examples, 732832 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:47,789 : INFO : EPOCH 7 - PROGRESS: at 50.84% examples, 732885 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:48,791 : INFO : EPOCH 7 - PROGRESS: at 51.18% examples, 732942 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:49,809 : INFO : EPOCH 7 - PROGRESS: at 51.52% examples, 732902 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:50,815 : INFO : EPOCH 7 - PROGRESS: at 51.88% examples, 732953 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:51,821 : INFO : EPOCH 7 - PROGRESS: at 52.22% examples, 732938 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:52,834 : INFO : EPOCH 7 - PROGRESS: at 52.58% examples, 732900 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:53,845 : INFO : EPOCH 7 - PROGRESS: at 52.94% examples, 732947 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:54,861 : INFO : EPOCH 7 - PROGRESS: at 53.30% examples, 732970 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:55,867 : INFO : EPOCH 7 - PROGRESS: at 53.63% examples, 733015 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:56,872 : INFO : EPOCH 7 - PROGRESS: at 53.98% examples, 733059 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:57,873 : INFO : EPOCH 7 - PROGRESS: at 54.34% examples, 733004 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:58,882 : INFO : EPOCH 7 - PROGRESS: at 54.68% examples, 733054 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:56:59,888 : INFO : EPOCH 7 - PROGRESS: at 55.01% examples, 733068 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:00,891 : INFO : EPOCH 7 - PROGRESS: at 55.35% examples, 733071 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:01,896 : INFO : EPOCH 7 - PROGRESS: at 55.70% examples, 733066 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:02,910 : INFO : EPOCH 7 - PROGRESS: at 56.05% examples, 733004 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:03,926 : INFO : EPOCH 7 - PROGRESS: at 56.40% examples, 733049 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:04,942 : INFO : EPOCH 7 - PROGRESS: at 56.76% examples, 733077 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:05,950 : INFO : EPOCH 7 - PROGRESS: at 57.13% examples, 733053 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:06,955 : INFO : EPOCH 7 - PROGRESS: at 57.49% examples, 733067 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:07,959 : INFO : EPOCH 7 - PROGRESS: at 57.88% examples, 733045 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:08,977 : INFO : EPOCH 7 - PROGRESS: at 58.24% examples, 733034 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:09,982 : INFO : EPOCH 7 - PROGRESS: at 58.60% examples, 733062 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:10,994 : INFO : EPOCH 7 - PROGRESS: at 58.95% examples, 733110 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:11,995 : INFO : EPOCH 7 - PROGRESS: at 59.27% examples, 733085 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:13,002 : INFO : EPOCH 7 - PROGRESS: at 59.62% examples, 733166 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:14,007 : INFO : EPOCH 7 - PROGRESS: at 59.96% examples, 733158 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:15,012 : INFO : EPOCH 7 - PROGRESS: at 60.35% examples, 733065 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:16,018 : INFO : EPOCH 7 - PROGRESS: at 60.72% examples, 733066 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:17,034 : INFO : EPOCH 7 - PROGRESS: at 61.09% examples, 733041 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:18,048 : INFO : EPOCH 7 - PROGRESS: at 61.46% examples, 733085 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:19,049 : INFO : EPOCH 7 - PROGRESS: at 61.80% examples, 733064 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:20,054 : INFO : EPOCH 7 - PROGRESS: at 62.16% examples, 733092 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:21,062 : INFO : EPOCH 7 - PROGRESS: at 62.52% examples, 733069 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:22,074 : INFO : EPOCH 7 - PROGRESS: at 62.87% examples, 733087 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:23,078 : INFO : EPOCH 7 - PROGRESS: at 63.24% examples, 733029 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:24,081 : INFO : EPOCH 7 - PROGRESS: at 63.61% examples, 733047 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:25,106 : INFO : EPOCH 7 - PROGRESS: at 63.96% examples, 733086 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:26,108 : INFO : EPOCH 7 - PROGRESS: at 64.27% examples, 733111 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:57:27,111 : INFO : EPOCH 7 - PROGRESS: at 64.62% examples, 733162 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:28,120 : INFO : EPOCH 7 - PROGRESS: at 64.99% examples, 733110 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:29,140 : INFO : EPOCH 7 - PROGRESS: at 65.37% examples, 733086 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:30,149 : INFO : EPOCH 7 - PROGRESS: at 65.70% examples, 733127 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:31,159 : INFO : EPOCH 7 - PROGRESS: at 66.06% examples, 733132 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:32,169 : INFO : EPOCH 7 - PROGRESS: at 66.44% examples, 733084 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:33,169 : INFO : EPOCH 7 - PROGRESS: at 66.80% examples, 733094 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:34,174 : INFO : EPOCH 7 - PROGRESS: at 67.16% examples, 733070 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:35,183 : INFO : EPOCH 7 - PROGRESS: at 67.50% examples, 733078 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:57:36,188 : INFO : EPOCH 7 - PROGRESS: at 67.87% examples, 733090 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:37,204 : INFO : EPOCH 7 - PROGRESS: at 68.24% examples, 733074 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:38,208 : INFO : EPOCH 7 - PROGRESS: at 68.60% examples, 733028 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:39,232 : INFO : EPOCH 7 - PROGRESS: at 68.99% examples, 733011 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:40,236 : INFO : EPOCH 7 - PROGRESS: at 69.32% examples, 733067 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:41,250 : INFO : EPOCH 7 - PROGRESS: at 69.67% examples, 733129 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:57:42,262 : INFO : EPOCH 7 - PROGRESS: at 70.07% examples, 733068 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:43,268 : INFO : EPOCH 7 - PROGRESS: at 70.46% examples, 733066 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:44,268 : INFO : EPOCH 7 - PROGRESS: at 70.80% examples, 733107 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:45,279 : INFO : EPOCH 7 - PROGRESS: at 71.18% examples, 733071 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:46,285 : INFO : EPOCH 7 - PROGRESS: at 71.57% examples, 733059 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:47,288 : INFO : EPOCH 7 - PROGRESS: at 71.93% examples, 732997 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:48,296 : INFO : EPOCH 7 - PROGRESS: at 72.32% examples, 733018 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:49,297 : INFO : EPOCH 7 - PROGRESS: at 72.67% examples, 733061 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:50,300 : INFO : EPOCH 7 - PROGRESS: at 73.03% examples, 733085 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:51,308 : INFO : EPOCH 7 - PROGRESS: at 73.39% examples, 733052 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:52,312 : INFO : EPOCH 7 - PROGRESS: at 73.73% examples, 733064 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:53,323 : INFO : EPOCH 7 - PROGRESS: at 74.09% examples, 733090 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:54,347 : INFO : EPOCH 7 - PROGRESS: at 74.45% examples, 733072 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:55,350 : INFO : EPOCH 7 - PROGRESS: at 74.82% examples, 733093 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:56,362 : INFO : EPOCH 7 - PROGRESS: at 75.16% examples, 733085 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:57,368 : INFO : EPOCH 7 - PROGRESS: at 75.53% examples, 733120 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:58,391 : INFO : EPOCH 7 - PROGRESS: at 75.90% examples, 733074 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:57:59,394 : INFO : EPOCH 7 - PROGRESS: at 76.28% examples, 733073 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:00,415 : INFO : EPOCH 7 - PROGRESS: at 76.66% examples, 733060 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:01,421 : INFO : EPOCH 7 - PROGRESS: at 77.02% examples, 733084 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:58:02,422 : INFO : EPOCH 7 - PROGRESS: at 77.38% examples, 733087 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:03,442 : INFO : EPOCH 7 - PROGRESS: at 77.73% examples, 733057 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:04,455 : INFO : EPOCH 7 - PROGRESS: at 78.08% examples, 733111 words/s, in_qsize 8, out_qsize 0
2020-07-24 00:58:05,458 : INFO : EPOCH 7 - PROGRESS: at 78.43% examples, 733128 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:06,466 : INFO : EPOCH 7 - PROGRESS: at 78.78% examples, 733166 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:07,471 : INFO : EPOCH 7 - PROGRESS: at 79.12% examples, 733221 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:08,476 : INFO : EPOCH 7 - PROGRESS: at 79.49% examples, 733219 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:09,490 : INFO : EPOCH 7 - PROGRESS: at 79.87% examples, 733213 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:10,494 : INFO : EPOCH 7 - PROGRESS: at 80.22% examples, 733219 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:11,507 : INFO : EPOCH 7 - PROGRESS: at 80.56% examples, 733253 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:12,509 : INFO : EPOCH 7 - PROGRESS: at 80.93% examples, 733251 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:13,514 : INFO : EPOCH 7 - PROGRESS: at 81.26% examples, 733274 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:14,514 : INFO : EPOCH 7 - PROGRESS: at 81.60% examples, 733275 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:15,517 : INFO : EPOCH 7 - PROGRESS: at 81.98% examples, 733275 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:16,527 : INFO : EPOCH 7 - PROGRESS: at 82.35% examples, 733214 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:17,532 : INFO : EPOCH 7 - PROGRESS: at 82.71% examples, 733218 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:18,542 : INFO : EPOCH 7 - PROGRESS: at 83.06% examples, 733162 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:19,558 : INFO : EPOCH 7 - PROGRESS: at 83.41% examples, 733020 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:20,563 : INFO : EPOCH 7 - PROGRESS: at 83.73% examples, 732935 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:21,566 : INFO : EPOCH 7 - PROGRESS: at 84.05% examples, 732402 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:22,571 : INFO : EPOCH 7 - PROGRESS: at 84.40% examples, 732243 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:23,574 : INFO : EPOCH 7 - PROGRESS: at 84.77% examples, 732258 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:24,576 : INFO : EPOCH 7 - PROGRESS: at 85.12% examples, 732275 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:25,594 : INFO : EPOCH 7 - PROGRESS: at 85.46% examples, 732235 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:26,597 : INFO : EPOCH 7 - PROGRESS: at 85.85% examples, 732243 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:27,599 : INFO : EPOCH 7 - PROGRESS: at 86.22% examples, 732203 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:28,600 : INFO : EPOCH 7 - PROGRESS: at 86.57% examples, 732240 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:29,600 : INFO : EPOCH 7 - PROGRESS: at 86.92% examples, 732205 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:30,604 : INFO : EPOCH 7 - PROGRESS: at 87.29% examples, 732231 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:31,605 : INFO : EPOCH 7 - PROGRESS: at 87.64% examples, 732234 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:32,609 : INFO : EPOCH 7 - PROGRESS: at 87.97% examples, 732253 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:33,612 : INFO : EPOCH 7 - PROGRESS: at 88.31% examples, 732282 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:34,617 : INFO : EPOCH 7 - PROGRESS: at 88.68% examples, 732297 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:35,621 : INFO : EPOCH 7 - PROGRESS: at 89.01% examples, 732360 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:36,621 : INFO : EPOCH 7 - PROGRESS: at 89.37% examples, 732389 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:37,636 : INFO : EPOCH 7 - PROGRESS: at 89.73% examples, 732370 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:38,638 : INFO : EPOCH 7 - PROGRESS: at 90.06% examples, 732431 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:39,648 : INFO : EPOCH 7 - PROGRESS: at 90.40% examples, 732463 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:40,651 : INFO : EPOCH 7 - PROGRESS: at 90.78% examples, 732489 words/s, in_qsize 6, out_qsize 1
2020-07-24 00:58:41,656 : INFO : EPOCH 7 - PROGRESS: at 91.16% examples, 732478 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:42,656 : INFO : EPOCH 7 - PROGRESS: at 91.51% examples, 732485 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:43,665 : INFO : EPOCH 7 - PROGRESS: at 91.89% examples, 732438 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:44,675 : INFO : EPOCH 7 - PROGRESS: at 92.27% examples, 732494 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:45,678 : INFO : EPOCH 7 - PROGRESS: at 92.59% examples, 732535 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:46,680 : INFO : EPOCH 7 - PROGRESS: at 92.90% examples, 732543 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:47,682 : INFO : EPOCH 7 - PROGRESS: at 93.27% examples, 732524 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:48,694 : INFO : EPOCH 7 - PROGRESS: at 93.64% examples, 732562 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:49,707 : INFO : EPOCH 7 - PROGRESS: at 93.98% examples, 732564 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:50,716 : INFO : EPOCH 7 - PROGRESS: at 94.33% examples, 732529 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:51,730 : INFO : EPOCH 7 - PROGRESS: at 94.71% examples, 732550 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:52,735 : INFO : EPOCH 7 - PROGRESS: at 95.08% examples, 732539 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:53,740 : INFO : EPOCH 7 - PROGRESS: at 95.43% examples, 732540 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:54,743 : INFO : EPOCH 7 - PROGRESS: at 95.76% examples, 732575 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:55,749 : INFO : EPOCH 7 - PROGRESS: at 96.09% examples, 732625 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:56,759 : INFO : EPOCH 7 - PROGRESS: at 96.44% examples, 732618 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:57,769 : INFO : EPOCH 7 - PROGRESS: at 96.82% examples, 732638 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:58,769 : INFO : EPOCH 7 - PROGRESS: at 97.17% examples, 732654 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:58:59,776 : INFO : EPOCH 7 - PROGRESS: at 97.53% examples, 732667 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:00,779 : INFO : EPOCH 7 - PROGRESS: at 97.90% examples, 732668 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:01,786 : INFO : EPOCH 7 - PROGRESS: at 98.26% examples, 732657 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:02,789 : INFO : EPOCH 7 - PROGRESS: at 98.61% examples, 732703 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:03,789 : INFO : EPOCH 7 - PROGRESS: at 98.94% examples, 732719 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:04,807 : INFO : EPOCH 7 - PROGRESS: at 99.29% examples, 732702 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:05,819 : INFO : EPOCH 7 - PROGRESS: at 99.62% examples, 732700 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:06,823 : INFO : EPOCH 7 - PROGRESS: at 99.99% examples, 732711 words/s, in_qsize 4, out_qsize 0
2020-07-24 00:59:06,830 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 00:59:06,833 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 00:59:06,850 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 00:59:06,857 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 00:59:06,858 : INFO : EPOCH - 7 : training on 266955784 raw words (207589445 effective words) took 283.3s, 732708 effective words/s
2020-07-24 00:59:07,873 : INFO : EPOCH 8 - PROGRESS: at 0.28% examples, 710320 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:08,876 : INFO : EPOCH 8 - PROGRESS: at 0.64% examples, 718516 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:09,879 : INFO : EPOCH 8 - PROGRESS: at 0.99% examples, 723614 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:10,880 : INFO : EPOCH 8 - PROGRESS: at 1.36% examples, 724544 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:11,901 : INFO : EPOCH 8 - PROGRESS: at 1.71% examples, 725837 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:12,917 : INFO : EPOCH 8 - PROGRESS: at 2.07% examples, 725561 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:13,920 : INFO : EPOCH 8 - PROGRESS: at 2.44% examples, 727518 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:14,925 : INFO : EPOCH 8 - PROGRESS: at 2.75% examples, 727658 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:15,933 : INFO : EPOCH 8 - PROGRESS: at 3.10% examples, 727833 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:16,939 : INFO : EPOCH 8 - PROGRESS: at 3.46% examples, 728362 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:17,952 : INFO : EPOCH 8 - PROGRESS: at 3.82% examples, 727501 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:18,961 : INFO : EPOCH 8 - PROGRESS: at 4.19% examples, 727562 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:19,969 : INFO : EPOCH 8 - PROGRESS: at 4.55% examples, 728266 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:20,972 : INFO : EPOCH 8 - PROGRESS: at 4.91% examples, 728182 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:21,978 : INFO : EPOCH 8 - PROGRESS: at 5.26% examples, 728052 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:22,994 : INFO : EPOCH 8 - PROGRESS: at 5.60% examples, 728890 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:24,014 : INFO : EPOCH 8 - PROGRESS: at 5.95% examples, 728731 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:25,019 : INFO : EPOCH 8 - PROGRESS: at 6.30% examples, 729659 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:26,020 : INFO : EPOCH 8 - PROGRESS: at 6.65% examples, 729653 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:27,023 : INFO : EPOCH 8 - PROGRESS: at 7.02% examples, 729632 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:28,031 : INFO : EPOCH 8 - PROGRESS: at 7.38% examples, 729005 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:29,035 : INFO : EPOCH 8 - PROGRESS: at 7.74% examples, 729419 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:30,042 : INFO : EPOCH 8 - PROGRESS: at 8.13% examples, 729078 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:31,051 : INFO : EPOCH 8 - PROGRESS: at 8.48% examples, 729054 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:32,061 : INFO : EPOCH 8 - PROGRESS: at 8.84% examples, 728913 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:33,065 : INFO : EPOCH 8 - PROGRESS: at 9.19% examples, 729346 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:34,071 : INFO : EPOCH 8 - PROGRESS: at 9.51% examples, 729824 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:35,084 : INFO : EPOCH 8 - PROGRESS: at 9.88% examples, 729766 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:36,088 : INFO : EPOCH 8 - PROGRESS: at 10.22% examples, 729832 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:37,090 : INFO : EPOCH 8 - PROGRESS: at 10.58% examples, 730332 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:38,090 : INFO : EPOCH 8 - PROGRESS: at 10.93% examples, 730151 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:39,092 : INFO : EPOCH 8 - PROGRESS: at 11.28% examples, 730280 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:40,095 : INFO : EPOCH 8 - PROGRESS: at 11.64% examples, 730261 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:41,096 : INFO : EPOCH 8 - PROGRESS: at 11.98% examples, 730486 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:42,096 : INFO : EPOCH 8 - PROGRESS: at 12.30% examples, 730543 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:43,103 : INFO : EPOCH 8 - PROGRESS: at 12.65% examples, 730704 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:44,104 : INFO : EPOCH 8 - PROGRESS: at 13.00% examples, 730690 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:45,105 : INFO : EPOCH 8 - PROGRESS: at 13.34% examples, 730595 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:46,108 : INFO : EPOCH 8 - PROGRESS: at 13.71% examples, 730709 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:47,111 : INFO : EPOCH 8 - PROGRESS: at 14.06% examples, 730558 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:48,125 : INFO : EPOCH 8 - PROGRESS: at 14.39% examples, 730526 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:49,130 : INFO : EPOCH 8 - PROGRESS: at 14.75% examples, 730400 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:50,155 : INFO : EPOCH 8 - PROGRESS: at 15.09% examples, 730072 words/s, in_qsize 7, out_qsize 1
2020-07-24 00:59:51,172 : INFO : EPOCH 8 - PROGRESS: at 15.45% examples, 730099 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:52,182 : INFO : EPOCH 8 - PROGRESS: at 15.82% examples, 730033 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:53,187 : INFO : EPOCH 8 - PROGRESS: at 16.15% examples, 730410 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:54,192 : INFO : EPOCH 8 - PROGRESS: at 16.52% examples, 730195 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:55,194 : INFO : EPOCH 8 - PROGRESS: at 16.88% examples, 730075 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:56,198 : INFO : EPOCH 8 - PROGRESS: at 17.26% examples, 729947 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:57,204 : INFO : EPOCH 8 - PROGRESS: at 17.62% examples, 729943 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:58,228 : INFO : EPOCH 8 - PROGRESS: at 18.00% examples, 729848 words/s, in_qsize 7, out_qsize 0
2020-07-24 00:59:59,237 : INFO : EPOCH 8 - PROGRESS: at 18.37% examples, 729794 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:00,249 : INFO : EPOCH 8 - PROGRESS: at 18.72% examples, 729694 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:01,249 : INFO : EPOCH 8 - PROGRESS: at 19.07% examples, 730025 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:02,265 : INFO : EPOCH 8 - PROGRESS: at 19.42% examples, 730083 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:03,269 : INFO : EPOCH 8 - PROGRESS: at 19.78% examples, 730265 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:04,288 : INFO : EPOCH 8 - PROGRESS: at 20.11% examples, 730153 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:05,290 : INFO : EPOCH 8 - PROGRESS: at 20.47% examples, 730261 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:06,304 : INFO : EPOCH 8 - PROGRESS: at 20.81% examples, 730191 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:07,318 : INFO : EPOCH 8 - PROGRESS: at 21.16% examples, 730042 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:08,330 : INFO : EPOCH 8 - PROGRESS: at 21.50% examples, 730313 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:09,332 : INFO : EPOCH 8 - PROGRESS: at 21.86% examples, 730261 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:10,339 : INFO : EPOCH 8 - PROGRESS: at 22.24% examples, 730240 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:11,354 : INFO : EPOCH 8 - PROGRESS: at 22.61% examples, 730233 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:12,360 : INFO : EPOCH 8 - PROGRESS: at 23.00% examples, 730256 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:13,373 : INFO : EPOCH 8 - PROGRESS: at 23.37% examples, 730059 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:14,374 : INFO : EPOCH 8 - PROGRESS: at 23.72% examples, 730350 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:15,380 : INFO : EPOCH 8 - PROGRESS: at 24.06% examples, 730430 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:16,382 : INFO : EPOCH 8 - PROGRESS: at 24.43% examples, 730493 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:00:17,402 : INFO : EPOCH 8 - PROGRESS: at 24.78% examples, 730494 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:18,416 : INFO : EPOCH 8 - PROGRESS: at 25.16% examples, 730552 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:19,427 : INFO : EPOCH 8 - PROGRESS: at 25.54% examples, 730596 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:20,428 : INFO : EPOCH 8 - PROGRESS: at 25.89% examples, 730631 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:21,449 : INFO : EPOCH 8 - PROGRESS: at 26.26% examples, 730714 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:00:22,460 : INFO : EPOCH 8 - PROGRESS: at 26.61% examples, 730768 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:23,476 : INFO : EPOCH 8 - PROGRESS: at 26.96% examples, 730561 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:24,482 : INFO : EPOCH 8 - PROGRESS: at 27.29% examples, 730675 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:25,484 : INFO : EPOCH 8 - PROGRESS: at 27.64% examples, 730811 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:26,499 : INFO : EPOCH 8 - PROGRESS: at 27.99% examples, 730883 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:27,506 : INFO : EPOCH 8 - PROGRESS: at 28.35% examples, 730873 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:28,521 : INFO : EPOCH 8 - PROGRESS: at 28.72% examples, 730827 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:00:29,524 : INFO : EPOCH 8 - PROGRESS: at 29.07% examples, 730872 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:30,525 : INFO : EPOCH 8 - PROGRESS: at 29.41% examples, 730932 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:31,525 : INFO : EPOCH 8 - PROGRESS: at 29.77% examples, 731069 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:00:32,538 : INFO : EPOCH 8 - PROGRESS: at 30.12% examples, 730975 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:33,548 : INFO : EPOCH 8 - PROGRESS: at 30.47% examples, 730896 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:34,557 : INFO : EPOCH 8 - PROGRESS: at 30.83% examples, 731015 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:35,557 : INFO : EPOCH 8 - PROGRESS: at 31.19% examples, 730906 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:36,558 : INFO : EPOCH 8 - PROGRESS: at 31.57% examples, 730896 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:37,567 : INFO : EPOCH 8 - PROGRESS: at 31.95% examples, 730873 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:38,571 : INFO : EPOCH 8 - PROGRESS: at 32.31% examples, 730766 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:39,591 : INFO : EPOCH 8 - PROGRESS: at 32.69% examples, 730626 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:40,602 : INFO : EPOCH 8 - PROGRESS: at 33.07% examples, 730628 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:00:41,604 : INFO : EPOCH 8 - PROGRESS: at 33.40% examples, 730663 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:42,604 : INFO : EPOCH 8 - PROGRESS: at 33.75% examples, 730608 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:43,629 : INFO : EPOCH 8 - PROGRESS: at 34.09% examples, 730658 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:00:44,643 : INFO : EPOCH 8 - PROGRESS: at 34.44% examples, 730692 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:45,651 : INFO : EPOCH 8 - PROGRESS: at 34.80% examples, 730624 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:46,657 : INFO : EPOCH 8 - PROGRESS: at 35.16% examples, 730717 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:47,663 : INFO : EPOCH 8 - PROGRESS: at 35.49% examples, 730804 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:48,666 : INFO : EPOCH 8 - PROGRESS: at 35.81% examples, 730674 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:49,682 : INFO : EPOCH 8 - PROGRESS: at 36.15% examples, 730715 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:50,685 : INFO : EPOCH 8 - PROGRESS: at 36.53% examples, 730728 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:51,687 : INFO : EPOCH 8 - PROGRESS: at 36.91% examples, 730604 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:52,687 : INFO : EPOCH 8 - PROGRESS: at 37.28% examples, 730601 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:00:53,700 : INFO : EPOCH 8 - PROGRESS: at 37.65% examples, 730521 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:54,705 : INFO : EPOCH 8 - PROGRESS: at 37.99% examples, 730492 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:00:55,715 : INFO : EPOCH 8 - PROGRESS: at 38.35% examples, 730569 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:56,722 : INFO : EPOCH 8 - PROGRESS: at 38.72% examples, 730550 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:00:57,737 : INFO : EPOCH 8 - PROGRESS: at 39.06% examples, 730631 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:00:58,738 : INFO : EPOCH 8 - PROGRESS: at 39.42% examples, 730599 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:00:59,742 : INFO : EPOCH 8 - PROGRESS: at 39.75% examples, 730321 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:00,759 : INFO : EPOCH 8 - PROGRESS: at 40.06% examples, 729997 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:01,773 : INFO : EPOCH 8 - PROGRESS: at 40.35% examples, 728933 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:02,787 : INFO : EPOCH 8 - PROGRESS: at 40.70% examples, 728802 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:03,789 : INFO : EPOCH 8 - PROGRESS: at 41.03% examples, 728834 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:01:04,791 : INFO : EPOCH 8 - PROGRESS: at 41.38% examples, 728902 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:05,805 : INFO : EPOCH 8 - PROGRESS: at 41.73% examples, 728858 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:01:06,817 : INFO : EPOCH 8 - PROGRESS: at 42.08% examples, 728870 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:07,817 : INFO : EPOCH 8 - PROGRESS: at 42.44% examples, 728957 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:08,821 : INFO : EPOCH 8 - PROGRESS: at 42.81% examples, 728911 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:09,822 : INFO : EPOCH 8 - PROGRESS: at 43.17% examples, 728918 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:10,835 : INFO : EPOCH 8 - PROGRESS: at 43.53% examples, 728860 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:11,843 : INFO : EPOCH 8 - PROGRESS: at 43.88% examples, 728992 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:12,844 : INFO : EPOCH 8 - PROGRESS: at 44.23% examples, 729058 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:13,845 : INFO : EPOCH 8 - PROGRESS: at 44.59% examples, 729070 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:14,846 : INFO : EPOCH 8 - PROGRESS: at 44.94% examples, 729039 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:01:15,855 : INFO : EPOCH 8 - PROGRESS: at 45.30% examples, 729009 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:16,861 : INFO : EPOCH 8 - PROGRESS: at 45.65% examples, 729143 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:17,868 : INFO : EPOCH 8 - PROGRESS: at 46.00% examples, 729084 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:01:18,886 : INFO : EPOCH 8 - PROGRESS: at 46.35% examples, 729047 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:19,889 : INFO : EPOCH 8 - PROGRESS: at 46.69% examples, 729170 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:01:20,889 : INFO : EPOCH 8 - PROGRESS: at 47.04% examples, 729170 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:21,894 : INFO : EPOCH 8 - PROGRESS: at 47.37% examples, 729302 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:22,899 : INFO : EPOCH 8 - PROGRESS: at 47.71% examples, 729304 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:23,906 : INFO : EPOCH 8 - PROGRESS: at 48.05% examples, 729242 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:24,911 : INFO : EPOCH 8 - PROGRESS: at 48.39% examples, 729321 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:01:25,928 : INFO : EPOCH 8 - PROGRESS: at 48.74% examples, 729302 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:26,936 : INFO : EPOCH 8 - PROGRESS: at 49.11% examples, 729236 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:27,938 : INFO : EPOCH 8 - PROGRESS: at 49.48% examples, 729271 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:28,949 : INFO : EPOCH 8 - PROGRESS: at 49.82% examples, 729330 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:29,949 : INFO : EPOCH 8 - PROGRESS: at 50.19% examples, 729342 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:30,957 : INFO : EPOCH 8 - PROGRESS: at 50.54% examples, 729313 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:31,961 : INFO : EPOCH 8 - PROGRESS: at 50.88% examples, 729310 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:01:32,962 : INFO : EPOCH 8 - PROGRESS: at 51.21% examples, 729340 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:33,983 : INFO : EPOCH 8 - PROGRESS: at 51.57% examples, 729267 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:34,990 : INFO : EPOCH 8 - PROGRESS: at 51.93% examples, 729338 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:36,010 : INFO : EPOCH 8 - PROGRESS: at 52.28% examples, 729341 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:37,021 : INFO : EPOCH 8 - PROGRESS: at 52.63% examples, 729420 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:38,025 : INFO : EPOCH 8 - PROGRESS: at 52.97% examples, 729397 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:01:39,027 : INFO : EPOCH 8 - PROGRESS: at 53.33% examples, 729378 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:40,036 : INFO : EPOCH 8 - PROGRESS: at 53.67% examples, 729357 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:41,051 : INFO : EPOCH 8 - PROGRESS: at 54.01% examples, 729351 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:42,061 : INFO : EPOCH 8 - PROGRESS: at 54.37% examples, 729309 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:43,065 : INFO : EPOCH 8 - PROGRESS: at 54.70% examples, 729381 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:44,078 : INFO : EPOCH 8 - PROGRESS: at 55.04% examples, 729405 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:45,082 : INFO : EPOCH 8 - PROGRESS: at 55.37% examples, 729407 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:46,085 : INFO : EPOCH 8 - PROGRESS: at 55.72% examples, 729450 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:47,102 : INFO : EPOCH 8 - PROGRESS: at 56.08% examples, 729452 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:48,110 : INFO : EPOCH 8 - PROGRESS: at 56.43% examples, 729532 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:49,111 : INFO : EPOCH 8 - PROGRESS: at 56.78% examples, 729504 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:50,118 : INFO : EPOCH 8 - PROGRESS: at 57.15% examples, 729439 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:51,122 : INFO : EPOCH 8 - PROGRESS: at 57.51% examples, 729465 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:52,128 : INFO : EPOCH 8 - PROGRESS: at 57.90% examples, 729461 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:01:53,133 : INFO : EPOCH 8 - PROGRESS: at 58.25% examples, 729448 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:54,138 : INFO : EPOCH 8 - PROGRESS: at 58.60% examples, 729403 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:55,143 : INFO : EPOCH 8 - PROGRESS: at 58.95% examples, 729459 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:56,149 : INFO : EPOCH 8 - PROGRESS: at 59.27% examples, 729419 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:57,149 : INFO : EPOCH 8 - PROGRESS: at 59.61% examples, 729424 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:58,158 : INFO : EPOCH 8 - PROGRESS: at 59.95% examples, 729425 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:01:59,165 : INFO : EPOCH 8 - PROGRESS: at 60.32% examples, 729346 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:00,167 : INFO : EPOCH 8 - PROGRESS: at 60.69% examples, 729310 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:02:01,179 : INFO : EPOCH 8 - PROGRESS: at 61.08% examples, 729324 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:02,185 : INFO : EPOCH 8 - PROGRESS: at 61.43% examples, 729355 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:03,186 : INFO : EPOCH 8 - PROGRESS: at 61.78% examples, 729316 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:04,192 : INFO : EPOCH 8 - PROGRESS: at 62.12% examples, 729318 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:05,197 : INFO : EPOCH 8 - PROGRESS: at 62.49% examples, 729262 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:06,203 : INFO : EPOCH 8 - PROGRESS: at 62.83% examples, 729272 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:07,205 : INFO : EPOCH 8 - PROGRESS: at 63.19% examples, 729269 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:08,211 : INFO : EPOCH 8 - PROGRESS: at 63.56% examples, 729304 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:02:09,217 : INFO : EPOCH 8 - PROGRESS: at 63.91% examples, 729296 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:10,225 : INFO : EPOCH 8 - PROGRESS: at 64.22% examples, 729377 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:11,231 : INFO : EPOCH 8 - PROGRESS: at 64.57% examples, 729409 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:12,240 : INFO : EPOCH 8 - PROGRESS: at 64.95% examples, 729334 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:02:13,245 : INFO : EPOCH 8 - PROGRESS: at 65.30% examples, 729305 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:14,248 : INFO : EPOCH 8 - PROGRESS: at 65.65% examples, 729309 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:15,260 : INFO : EPOCH 8 - PROGRESS: at 65.99% examples, 729339 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:16,264 : INFO : EPOCH 8 - PROGRESS: at 66.36% examples, 729322 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:17,272 : INFO : EPOCH 8 - PROGRESS: at 66.72% examples, 729237 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:18,283 : INFO : EPOCH 8 - PROGRESS: at 67.09% examples, 729276 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:19,297 : INFO : EPOCH 8 - PROGRESS: at 67.42% examples, 729246 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:20,299 : INFO : EPOCH 8 - PROGRESS: at 67.79% examples, 729230 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:21,303 : INFO : EPOCH 8 - PROGRESS: at 68.14% examples, 729203 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:22,306 : INFO : EPOCH 8 - PROGRESS: at 68.51% examples, 729227 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:23,315 : INFO : EPOCH 8 - PROGRESS: at 68.89% examples, 729204 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:24,320 : INFO : EPOCH 8 - PROGRESS: at 69.25% examples, 729124 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:25,325 : INFO : EPOCH 8 - PROGRESS: at 69.56% examples, 729216 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:26,332 : INFO : EPOCH 8 - PROGRESS: at 69.95% examples, 729227 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:27,334 : INFO : EPOCH 8 - PROGRESS: at 70.35% examples, 729221 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:28,336 : INFO : EPOCH 8 - PROGRESS: at 70.68% examples, 729239 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:29,344 : INFO : EPOCH 8 - PROGRESS: at 71.06% examples, 729216 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:30,347 : INFO : EPOCH 8 - PROGRESS: at 71.44% examples, 729217 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:31,354 : INFO : EPOCH 8 - PROGRESS: at 71.82% examples, 729216 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:32,360 : INFO : EPOCH 8 - PROGRESS: at 72.19% examples, 729177 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:33,366 : INFO : EPOCH 8 - PROGRESS: at 72.54% examples, 729170 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:34,367 : INFO : EPOCH 8 - PROGRESS: at 72.91% examples, 729229 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:35,370 : INFO : EPOCH 8 - PROGRESS: at 73.26% examples, 729222 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:36,377 : INFO : EPOCH 8 - PROGRESS: at 73.61% examples, 729273 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:37,387 : INFO : EPOCH 8 - PROGRESS: at 73.96% examples, 729256 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:38,395 : INFO : EPOCH 8 - PROGRESS: at 74.30% examples, 729238 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:39,399 : INFO : EPOCH 8 - PROGRESS: at 74.67% examples, 729262 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:40,420 : INFO : EPOCH 8 - PROGRESS: at 75.03% examples, 729239 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:41,427 : INFO : EPOCH 8 - PROGRESS: at 75.40% examples, 729236 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:42,436 : INFO : EPOCH 8 - PROGRESS: at 75.76% examples, 729270 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:43,446 : INFO : EPOCH 8 - PROGRESS: at 76.13% examples, 729268 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:44,470 : INFO : EPOCH 8 - PROGRESS: at 76.52% examples, 729259 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:45,470 : INFO : EPOCH 8 - PROGRESS: at 76.87% examples, 729284 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:46,472 : INFO : EPOCH 8 - PROGRESS: at 77.23% examples, 729310 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:47,476 : INFO : EPOCH 8 - PROGRESS: at 77.59% examples, 729322 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:48,477 : INFO : EPOCH 8 - PROGRESS: at 77.94% examples, 729349 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:49,480 : INFO : EPOCH 8 - PROGRESS: at 78.28% examples, 729360 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:02:50,482 : INFO : EPOCH 8 - PROGRESS: at 78.62% examples, 729381 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:51,486 : INFO : EPOCH 8 - PROGRESS: at 78.96% examples, 729426 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:52,486 : INFO : EPOCH 8 - PROGRESS: at 79.31% examples, 729461 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:02:53,493 : INFO : EPOCH 8 - PROGRESS: at 79.70% examples, 729436 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:54,518 : INFO : EPOCH 8 - PROGRESS: at 80.05% examples, 729449 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:55,523 : INFO : EPOCH 8 - PROGRESS: at 80.40% examples, 729479 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:56,537 : INFO : EPOCH 8 - PROGRESS: at 80.76% examples, 729498 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:57,540 : INFO : EPOCH 8 - PROGRESS: at 81.10% examples, 729511 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:58,545 : INFO : EPOCH 8 - PROGRESS: at 81.46% examples, 729521 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:02:59,548 : INFO : EPOCH 8 - PROGRESS: at 81.80% examples, 729473 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:00,556 : INFO : EPOCH 8 - PROGRESS: at 82.17% examples, 729456 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:01,563 : INFO : EPOCH 8 - PROGRESS: at 82.53% examples, 729419 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:02,569 : INFO : EPOCH 8 - PROGRESS: at 82.88% examples, 729432 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:03,586 : INFO : EPOCH 8 - PROGRESS: at 83.25% examples, 729366 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:04,592 : INFO : EPOCH 8 - PROGRESS: at 83.59% examples, 729384 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:05,594 : INFO : EPOCH 8 - PROGRESS: at 83.95% examples, 729387 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:06,601 : INFO : EPOCH 8 - PROGRESS: at 84.32% examples, 729400 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:03:07,609 : INFO : EPOCH 8 - PROGRESS: at 84.69% examples, 729371 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:08,612 : INFO : EPOCH 8 - PROGRESS: at 85.04% examples, 729428 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:09,629 : INFO : EPOCH 8 - PROGRESS: at 85.38% examples, 729394 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:03:10,635 : INFO : EPOCH 8 - PROGRESS: at 85.76% examples, 729374 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:11,636 : INFO : EPOCH 8 - PROGRESS: at 86.12% examples, 729365 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:12,639 : INFO : EPOCH 8 - PROGRESS: at 86.48% examples, 729376 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:13,651 : INFO : EPOCH 8 - PROGRESS: at 86.85% examples, 729378 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:14,658 : INFO : EPOCH 8 - PROGRESS: at 87.21% examples, 729397 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:03:15,664 : INFO : EPOCH 8 - PROGRESS: at 87.56% examples, 729441 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:03:16,666 : INFO : EPOCH 8 - PROGRESS: at 87.90% examples, 729455 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:17,668 : INFO : EPOCH 8 - PROGRESS: at 88.23% examples, 729484 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:18,676 : INFO : EPOCH 8 - PROGRESS: at 88.61% examples, 729499 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:19,677 : INFO : EPOCH 8 - PROGRESS: at 88.94% examples, 729516 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:20,683 : INFO : EPOCH 8 - PROGRESS: at 89.27% examples, 729365 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:21,686 : INFO : EPOCH 8 - PROGRESS: at 89.60% examples, 729109 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:03:22,697 : INFO : EPOCH 8 - PROGRESS: at 89.91% examples, 728850 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:23,705 : INFO : EPOCH 8 - PROGRESS: at 90.20% examples, 728599 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:24,728 : INFO : EPOCH 8 - PROGRESS: at 90.52% examples, 728383 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:25,740 : INFO : EPOCH 8 - PROGRESS: at 90.86% examples, 728096 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:26,750 : INFO : EPOCH 8 - PROGRESS: at 91.20% examples, 727811 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:27,752 : INFO : EPOCH 8 - PROGRESS: at 91.52% examples, 727581 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:28,757 : INFO : EPOCH 8 - PROGRESS: at 91.86% examples, 727318 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:29,779 : INFO : EPOCH 8 - PROGRESS: at 92.20% examples, 727045 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:30,785 : INFO : EPOCH 8 - PROGRESS: at 92.50% examples, 726804 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:03:31,794 : INFO : EPOCH 8 - PROGRESS: at 92.79% examples, 726648 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:32,814 : INFO : EPOCH 8 - PROGRESS: at 93.13% examples, 726349 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:33,820 : INFO : EPOCH 8 - PROGRESS: at 93.43% examples, 726125 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:34,825 : INFO : EPOCH 8 - PROGRESS: at 93.77% examples, 725839 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:35,827 : INFO : EPOCH 8 - PROGRESS: at 94.06% examples, 725632 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:36,835 : INFO : EPOCH 8 - PROGRESS: at 94.39% examples, 725404 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:37,846 : INFO : EPOCH 8 - PROGRESS: at 94.73% examples, 725143 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:38,847 : INFO : EPOCH 8 - PROGRESS: at 95.05% examples, 724805 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:39,851 : INFO : EPOCH 8 - PROGRESS: at 95.35% examples, 724426 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:40,856 : INFO : EPOCH 8 - PROGRESS: at 95.64% examples, 724076 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:41,856 : INFO : EPOCH 8 - PROGRESS: at 95.89% examples, 723543 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:42,863 : INFO : EPOCH 8 - PROGRESS: at 96.24% examples, 723616 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:43,875 : INFO : EPOCH 8 - PROGRESS: at 96.59% examples, 723596 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:44,877 : INFO : EPOCH 8 - PROGRESS: at 96.94% examples, 723617 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:45,881 : INFO : EPOCH 8 - PROGRESS: at 97.30% examples, 723610 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:46,901 : INFO : EPOCH 8 - PROGRESS: at 97.66% examples, 723633 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:47,902 : INFO : EPOCH 8 - PROGRESS: at 98.02% examples, 723646 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:48,903 : INFO : EPOCH 8 - PROGRESS: at 98.37% examples, 723679 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:49,908 : INFO : EPOCH 8 - PROGRESS: at 98.70% examples, 723690 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:50,916 : INFO : EPOCH 8 - PROGRESS: at 99.04% examples, 723729 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:51,922 : INFO : EPOCH 8 - PROGRESS: at 99.38% examples, 723718 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:52,934 : INFO : EPOCH 8 - PROGRESS: at 99.73% examples, 723740 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:53,670 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 01:03:53,680 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 01:03:53,685 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 01:03:53,696 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 01:03:53,697 : INFO : EPOCH - 8 : training on 266955784 raw words (207592512 effective words) took 286.8s, 723738 effective words/s
2020-07-24 01:03:54,701 : INFO : EPOCH 9 - PROGRESS: at 0.29% examples, 732349 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:03:55,702 : INFO : EPOCH 9 - PROGRESS: at 0.65% examples, 729461 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:56,706 : INFO : EPOCH 9 - PROGRESS: at 1.00% examples, 733874 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:57,717 : INFO : EPOCH 9 - PROGRESS: at 1.37% examples, 732709 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:58,719 : INFO : EPOCH 9 - PROGRESS: at 1.73% examples, 733376 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:03:59,729 : INFO : EPOCH 9 - PROGRESS: at 2.09% examples, 733414 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:00,743 : INFO : EPOCH 9 - PROGRESS: at 2.46% examples, 732066 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:01,749 : INFO : EPOCH 9 - PROGRESS: at 2.76% examples, 733546 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:02,749 : INFO : EPOCH 9 - PROGRESS: at 3.12% examples, 735257 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:03,753 : INFO : EPOCH 9 - PROGRESS: at 3.48% examples, 734385 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:04,754 : INFO : EPOCH 9 - PROGRESS: at 3.84% examples, 733910 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:05,756 : INFO : EPOCH 9 - PROGRESS: at 4.19% examples, 728778 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:06,765 : INFO : EPOCH 9 - PROGRESS: at 4.51% examples, 723714 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:07,766 : INFO : EPOCH 9 - PROGRESS: at 4.83% examples, 720450 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:04:08,768 : INFO : EPOCH 9 - PROGRESS: at 5.16% examples, 716424 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:04:09,769 : INFO : EPOCH 9 - PROGRESS: at 5.47% examples, 713862 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:10,784 : INFO : EPOCH 9 - PROGRESS: at 5.78% examples, 710844 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:11,803 : INFO : EPOCH 9 - PROGRESS: at 6.10% examples, 707881 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:12,819 : INFO : EPOCH 9 - PROGRESS: at 6.42% examples, 705852 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:13,833 : INFO : EPOCH 9 - PROGRESS: at 6.74% examples, 703836 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:14,839 : INFO : EPOCH 9 - PROGRESS: at 7.08% examples, 702143 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:15,841 : INFO : EPOCH 9 - PROGRESS: at 7.41% examples, 700848 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:16,860 : INFO : EPOCH 9 - PROGRESS: at 7.75% examples, 698811 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:17,861 : INFO : EPOCH 9 - PROGRESS: at 8.11% examples, 697806 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:18,875 : INFO : EPOCH 9 - PROGRESS: at 8.43% examples, 696051 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:19,898 : INFO : EPOCH 9 - PROGRESS: at 8.75% examples, 695146 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:04:20,909 : INFO : EPOCH 9 - PROGRESS: at 9.08% examples, 693852 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:21,910 : INFO : EPOCH 9 - PROGRESS: at 9.37% examples, 693192 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:22,937 : INFO : EPOCH 9 - PROGRESS: at 9.70% examples, 692128 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:23,949 : INFO : EPOCH 9 - PROGRESS: at 10.02% examples, 691453 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:24,960 : INFO : EPOCH 9 - PROGRESS: at 10.35% examples, 690562 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:25,965 : INFO : EPOCH 9 - PROGRESS: at 10.68% examples, 690017 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:26,971 : INFO : EPOCH 9 - PROGRESS: at 11.00% examples, 689534 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:04:27,971 : INFO : EPOCH 9 - PROGRESS: at 11.32% examples, 688920 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:28,979 : INFO : EPOCH 9 - PROGRESS: at 11.64% examples, 688288 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:29,995 : INFO : EPOCH 9 - PROGRESS: at 11.95% examples, 687891 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:31,012 : INFO : EPOCH 9 - PROGRESS: at 12.26% examples, 687449 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:32,020 : INFO : EPOCH 9 - PROGRESS: at 12.58% examples, 686923 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:33,029 : INFO : EPOCH 9 - PROGRESS: at 12.89% examples, 686402 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:34,030 : INFO : EPOCH 9 - PROGRESS: at 13.22% examples, 685967 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:35,047 : INFO : EPOCH 9 - PROGRESS: at 13.54% examples, 685321 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:04:36,047 : INFO : EPOCH 9 - PROGRESS: at 13.87% examples, 685077 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:37,054 : INFO : EPOCH 9 - PROGRESS: at 14.19% examples, 684669 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:38,065 : INFO : EPOCH 9 - PROGRESS: at 14.49% examples, 684208 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:39,070 : INFO : EPOCH 9 - PROGRESS: at 14.83% examples, 683829 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:40,077 : INFO : EPOCH 9 - PROGRESS: at 15.14% examples, 683504 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:41,094 : INFO : EPOCH 9 - PROGRESS: at 15.47% examples, 683188 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:42,099 : INFO : EPOCH 9 - PROGRESS: at 15.80% examples, 682707 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:43,102 : INFO : EPOCH 9 - PROGRESS: at 16.10% examples, 682407 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:04:44,133 : INFO : EPOCH 9 - PROGRESS: at 16.44% examples, 681900 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:45,149 : INFO : EPOCH 9 - PROGRESS: at 16.78% examples, 681469 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:46,165 : INFO : EPOCH 9 - PROGRESS: at 17.11% examples, 681197 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:47,169 : INFO : EPOCH 9 - PROGRESS: at 17.44% examples, 680990 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:48,177 : INFO : EPOCH 9 - PROGRESS: at 17.79% examples, 680547 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:49,200 : INFO : EPOCH 9 - PROGRESS: at 18.12% examples, 680306 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:50,207 : INFO : EPOCH 9 - PROGRESS: at 18.47% examples, 680053 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:51,212 : INFO : EPOCH 9 - PROGRESS: at 18.80% examples, 679926 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:04:52,214 : INFO : EPOCH 9 - PROGRESS: at 19.11% examples, 680029 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:53,236 : INFO : EPOCH 9 - PROGRESS: at 19.44% examples, 679735 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:54,243 : INFO : EPOCH 9 - PROGRESS: at 19.76% examples, 679572 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:04:55,262 : INFO : EPOCH 9 - PROGRESS: at 20.07% examples, 679452 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:56,287 : INFO : EPOCH 9 - PROGRESS: at 20.38% examples, 679163 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:57,303 : INFO : EPOCH 9 - PROGRESS: at 20.71% examples, 678911 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:04:58,312 : INFO : EPOCH 9 - PROGRESS: at 21.03% examples, 678657 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:04:59,315 : INFO : EPOCH 9 - PROGRESS: at 21.34% examples, 678460 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:00,325 : INFO : EPOCH 9 - PROGRESS: at 21.67% examples, 678331 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:01,328 : INFO : EPOCH 9 - PROGRESS: at 21.99% examples, 678278 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:02,333 : INFO : EPOCH 9 - PROGRESS: at 22.34% examples, 678071 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:03,344 : INFO : EPOCH 9 - PROGRESS: at 22.68% examples, 677914 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:04,361 : INFO : EPOCH 9 - PROGRESS: at 23.02% examples, 677706 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:05,363 : INFO : EPOCH 9 - PROGRESS: at 23.37% examples, 677641 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:06,368 : INFO : EPOCH 9 - PROGRESS: at 23.69% examples, 677458 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:07,376 : INFO : EPOCH 9 - PROGRESS: at 24.01% examples, 677297 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:08,388 : INFO : EPOCH 9 - PROGRESS: at 24.34% examples, 677179 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:09,399 : INFO : EPOCH 9 - PROGRESS: at 24.65% examples, 677080 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:10,407 : INFO : EPOCH 9 - PROGRESS: at 24.98% examples, 676979 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:11,410 : INFO : EPOCH 9 - PROGRESS: at 25.34% examples, 676850 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:12,418 : INFO : EPOCH 9 - PROGRESS: at 25.67% examples, 676708 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:13,427 : INFO : EPOCH 9 - PROGRESS: at 26.00% examples, 676454 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:14,432 : INFO : EPOCH 9 - PROGRESS: at 26.31% examples, 676423 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:15,432 : INFO : EPOCH 9 - PROGRESS: at 26.62% examples, 676260 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:16,463 : INFO : EPOCH 9 - PROGRESS: at 26.96% examples, 676259 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:17,463 : INFO : EPOCH 9 - PROGRESS: at 27.27% examples, 676258 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:18,464 : INFO : EPOCH 9 - PROGRESS: at 27.57% examples, 676271 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:19,465 : INFO : EPOCH 9 - PROGRESS: at 27.88% examples, 676100 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:20,466 : INFO : EPOCH 9 - PROGRESS: at 28.22% examples, 675914 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:21,471 : INFO : EPOCH 9 - PROGRESS: at 28.54% examples, 675727 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:22,496 : INFO : EPOCH 9 - PROGRESS: at 28.86% examples, 675643 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:23,499 : INFO : EPOCH 9 - PROGRESS: at 29.19% examples, 675687 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:24,510 : INFO : EPOCH 9 - PROGRESS: at 29.50% examples, 675562 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:25,515 : INFO : EPOCH 9 - PROGRESS: at 29.83% examples, 675582 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:26,520 : INFO : EPOCH 9 - PROGRESS: at 30.15% examples, 675483 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:27,524 : INFO : EPOCH 9 - PROGRESS: at 30.47% examples, 675293 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:28,530 : INFO : EPOCH 9 - PROGRESS: at 30.80% examples, 675218 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:29,540 : INFO : EPOCH 9 - PROGRESS: at 31.13% examples, 675066 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:30,551 : INFO : EPOCH 9 - PROGRESS: at 31.48% examples, 674934 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:31,561 : INFO : EPOCH 9 - PROGRESS: at 31.83% examples, 674801 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:32,571 : INFO : EPOCH 9 - PROGRESS: at 32.16% examples, 674758 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:33,583 : INFO : EPOCH 9 - PROGRESS: at 32.49% examples, 674666 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:05:34,590 : INFO : EPOCH 9 - PROGRESS: at 32.84% examples, 674467 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:05:35,612 : INFO : EPOCH 9 - PROGRESS: at 33.17% examples, 674343 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:36,616 : INFO : EPOCH 9 - PROGRESS: at 33.48% examples, 674401 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:37,621 : INFO : EPOCH 9 - PROGRESS: at 33.81% examples, 674318 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:38,629 : INFO : EPOCH 9 - PROGRESS: at 34.11% examples, 674284 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:39,629 : INFO : EPOCH 9 - PROGRESS: at 34.43% examples, 674259 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:05:40,630 : INFO : EPOCH 9 - PROGRESS: at 34.76% examples, 674137 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:41,630 : INFO : EPOCH 9 - PROGRESS: at 35.08% examples, 674230 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:42,639 : INFO : EPOCH 9 - PROGRESS: at 35.39% examples, 674167 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:43,642 : INFO : EPOCH 9 - PROGRESS: at 35.68% examples, 674154 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:05:44,653 : INFO : EPOCH 9 - PROGRESS: at 36.00% examples, 674013 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:45,662 : INFO : EPOCH 9 - PROGRESS: at 36.33% examples, 673910 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:05:46,669 : INFO : EPOCH 9 - PROGRESS: at 36.67% examples, 673860 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:47,687 : INFO : EPOCH 9 - PROGRESS: at 37.02% examples, 673737 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:48,691 : INFO : EPOCH 9 - PROGRESS: at 37.35% examples, 673665 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:49,694 : INFO : EPOCH 9 - PROGRESS: at 37.69% examples, 673609 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:50,697 : INFO : EPOCH 9 - PROGRESS: at 38.00% examples, 673548 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:51,701 : INFO : EPOCH 9 - PROGRESS: at 38.32% examples, 673580 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:52,717 : INFO : EPOCH 9 - PROGRESS: at 38.67% examples, 673392 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:53,717 : INFO : EPOCH 9 - PROGRESS: at 38.98% examples, 673414 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:54,717 : INFO : EPOCH 9 - PROGRESS: at 39.30% examples, 673365 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:55,730 : INFO : EPOCH 9 - PROGRESS: at 39.62% examples, 673362 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:56,741 : INFO : EPOCH 9 - PROGRESS: at 39.94% examples, 673268 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:57,750 : INFO : EPOCH 9 - PROGRESS: at 40.23% examples, 673310 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:05:58,772 : INFO : EPOCH 9 - PROGRESS: at 40.55% examples, 673186 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:05:59,775 : INFO : EPOCH 9 - PROGRESS: at 40.87% examples, 673240 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:06:00,779 : INFO : EPOCH 9 - PROGRESS: at 41.18% examples, 673196 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:06:01,791 : INFO : EPOCH 9 - PROGRESS: at 41.50% examples, 673143 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:02,800 : INFO : EPOCH 9 - PROGRESS: at 41.83% examples, 673067 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:06:03,801 : INFO : EPOCH 9 - PROGRESS: at 42.15% examples, 673048 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:04,828 : INFO : EPOCH 9 - PROGRESS: at 42.48% examples, 672920 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:05,835 : INFO : EPOCH 9 - PROGRESS: at 42.82% examples, 673009 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:06,857 : INFO : EPOCH 9 - PROGRESS: at 43.16% examples, 672922 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:07,869 : INFO : EPOCH 9 - PROGRESS: at 43.49% examples, 672878 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:06:08,870 : INFO : EPOCH 9 - PROGRESS: at 43.81% examples, 672934 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:09,874 : INFO : EPOCH 9 - PROGRESS: at 44.12% examples, 672874 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:10,902 : INFO : EPOCH 9 - PROGRESS: at 44.45% examples, 672763 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:06:11,915 : INFO : EPOCH 9 - PROGRESS: at 44.79% examples, 672687 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:12,918 : INFO : EPOCH 9 - PROGRESS: at 45.11% examples, 672658 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:13,922 : INFO : EPOCH 9 - PROGRESS: at 45.43% examples, 672583 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:14,935 : INFO : EPOCH 9 - PROGRESS: at 45.76% examples, 672529 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:15,946 : INFO : EPOCH 9 - PROGRESS: at 46.07% examples, 672519 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:16,968 : INFO : EPOCH 9 - PROGRESS: at 46.40% examples, 672495 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:17,970 : INFO : EPOCH 9 - PROGRESS: at 46.70% examples, 672512 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:18,975 : INFO : EPOCH 9 - PROGRESS: at 47.00% examples, 672210 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:06:19,977 : INFO : EPOCH 9 - PROGRESS: at 47.29% examples, 671956 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:20,995 : INFO : EPOCH 9 - PROGRESS: at 47.57% examples, 671565 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:22,011 : INFO : EPOCH 9 - PROGRESS: at 47.86% examples, 671108 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:23,015 : INFO : EPOCH 9 - PROGRESS: at 48.21% examples, 671553 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:24,030 : INFO : EPOCH 9 - PROGRESS: at 48.55% examples, 672005 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:25,031 : INFO : EPOCH 9 - PROGRESS: at 48.91% examples, 672403 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:26,033 : INFO : EPOCH 9 - PROGRESS: at 49.29% examples, 672774 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:06:27,034 : INFO : EPOCH 9 - PROGRESS: at 49.63% examples, 673204 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:06:28,035 : INFO : EPOCH 9 - PROGRESS: at 49.99% examples, 673615 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:29,035 : INFO : EPOCH 9 - PROGRESS: at 50.34% examples, 673970 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:30,048 : INFO : EPOCH 9 - PROGRESS: at 50.71% examples, 674359 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:31,059 : INFO : EPOCH 9 - PROGRESS: at 51.05% examples, 674761 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:32,061 : INFO : EPOCH 9 - PROGRESS: at 51.40% examples, 675208 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:33,063 : INFO : EPOCH 9 - PROGRESS: at 51.75% examples, 675580 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:06:34,084 : INFO : EPOCH 9 - PROGRESS: at 52.12% examples, 675953 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:35,091 : INFO : EPOCH 9 - PROGRESS: at 52.45% examples, 676275 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:06:36,106 : INFO : EPOCH 9 - PROGRESS: at 52.80% examples, 676651 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:37,118 : INFO : EPOCH 9 - PROGRESS: at 53.16% examples, 677004 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:38,125 : INFO : EPOCH 9 - PROGRESS: at 53.50% examples, 677356 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:06:39,136 : INFO : EPOCH 9 - PROGRESS: at 53.86% examples, 677711 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:06:40,139 : INFO : EPOCH 9 - PROGRESS: at 54.22% examples, 678099 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:41,146 : INFO : EPOCH 9 - PROGRESS: at 54.56% examples, 678372 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:42,155 : INFO : EPOCH 9 - PROGRESS: at 54.86% examples, 678744 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:43,164 : INFO : EPOCH 9 - PROGRESS: at 55.24% examples, 679079 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:44,164 : INFO : EPOCH 9 - PROGRESS: at 55.55% examples, 679431 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:06:45,168 : INFO : EPOCH 9 - PROGRESS: at 55.91% examples, 679720 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:06:46,168 : INFO : EPOCH 9 - PROGRESS: at 56.26% examples, 680111 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:06:47,173 : INFO : EPOCH 9 - PROGRESS: at 56.62% examples, 680428 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:06:48,175 : INFO : EPOCH 9 - PROGRESS: at 56.98% examples, 680735 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:49,189 : INFO : EPOCH 9 - PROGRESS: at 57.36% examples, 680990 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:50,196 : INFO : EPOCH 9 - PROGRESS: at 57.73% examples, 681331 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:51,198 : INFO : EPOCH 9 - PROGRESS: at 58.09% examples, 681608 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:52,200 : INFO : EPOCH 9 - PROGRESS: at 58.47% examples, 681870 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:53,202 : INFO : EPOCH 9 - PROGRESS: at 58.80% examples, 682176 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:54,219 : INFO : EPOCH 9 - PROGRESS: at 59.15% examples, 682488 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:55,228 : INFO : EPOCH 9 - PROGRESS: at 59.49% examples, 682818 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:56,238 : INFO : EPOCH 9 - PROGRESS: at 59.83% examples, 683075 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:57,244 : INFO : EPOCH 9 - PROGRESS: at 60.20% examples, 683361 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:58,261 : INFO : EPOCH 9 - PROGRESS: at 60.58% examples, 683623 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:06:59,266 : INFO : EPOCH 9 - PROGRESS: at 60.97% examples, 683918 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:07:00,272 : INFO : EPOCH 9 - PROGRESS: at 61.32% examples, 684199 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:01,275 : INFO : EPOCH 9 - PROGRESS: at 61.66% examples, 684481 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:02,283 : INFO : EPOCH 9 - PROGRESS: at 62.02% examples, 684701 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:03,289 : INFO : EPOCH 9 - PROGRESS: at 62.38% examples, 684936 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:04,303 : INFO : EPOCH 9 - PROGRESS: at 62.74% examples, 685172 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:05,306 : INFO : EPOCH 9 - PROGRESS: at 63.09% examples, 685424 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:06,321 : INFO : EPOCH 9 - PROGRESS: at 63.46% examples, 685637 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:07,334 : INFO : EPOCH 9 - PROGRESS: at 63.83% examples, 685947 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:08,336 : INFO : EPOCH 9 - PROGRESS: at 64.15% examples, 686263 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:07:09,366 : INFO : EPOCH 9 - PROGRESS: at 64.48% examples, 686517 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:07:10,386 : INFO : EPOCH 9 - PROGRESS: at 64.87% examples, 686696 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:11,403 : INFO : EPOCH 9 - PROGRESS: at 65.24% examples, 686951 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:07:12,409 : INFO : EPOCH 9 - PROGRESS: at 65.60% examples, 687228 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:13,420 : INFO : EPOCH 9 - PROGRESS: at 65.94% examples, 687486 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:14,421 : INFO : EPOCH 9 - PROGRESS: at 66.32% examples, 687732 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:15,429 : INFO : EPOCH 9 - PROGRESS: at 66.68% examples, 687916 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:16,445 : INFO : EPOCH 9 - PROGRESS: at 67.04% examples, 688127 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:17,450 : INFO : EPOCH 9 - PROGRESS: at 67.37% examples, 688354 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:18,456 : INFO : EPOCH 9 - PROGRESS: at 67.74% examples, 688538 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:19,462 : INFO : EPOCH 9 - PROGRESS: at 68.11% examples, 688729 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:20,479 : INFO : EPOCH 9 - PROGRESS: at 68.47% examples, 688917 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:21,487 : INFO : EPOCH 9 - PROGRESS: at 68.85% examples, 689169 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:22,488 : INFO : EPOCH 9 - PROGRESS: at 69.22% examples, 689331 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:23,498 : INFO : EPOCH 9 - PROGRESS: at 69.53% examples, 689600 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:24,523 : INFO : EPOCH 9 - PROGRESS: at 69.93% examples, 689788 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:25,533 : INFO : EPOCH 9 - PROGRESS: at 70.33% examples, 689981 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:26,548 : INFO : EPOCH 9 - PROGRESS: at 70.67% examples, 690218 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:27,556 : INFO : EPOCH 9 - PROGRESS: at 71.05% examples, 690396 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:28,562 : INFO : EPOCH 9 - PROGRESS: at 71.44% examples, 690586 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:29,566 : INFO : EPOCH 9 - PROGRESS: at 71.81% examples, 690748 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:30,575 : INFO : EPOCH 9 - PROGRESS: at 72.19% examples, 690946 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:31,594 : INFO : EPOCH 9 - PROGRESS: at 72.55% examples, 691144 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:32,599 : INFO : EPOCH 9 - PROGRESS: at 72.92% examples, 691388 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:33,604 : INFO : EPOCH 9 - PROGRESS: at 73.27% examples, 691624 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:34,628 : INFO : EPOCH 9 - PROGRESS: at 73.63% examples, 691783 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:35,629 : INFO : EPOCH 9 - PROGRESS: at 73.99% examples, 692036 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:36,630 : INFO : EPOCH 9 - PROGRESS: at 74.33% examples, 692165 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:07:37,631 : INFO : EPOCH 9 - PROGRESS: at 74.68% examples, 692334 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:38,631 : INFO : EPOCH 9 - PROGRESS: at 75.04% examples, 692536 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:39,633 : INFO : EPOCH 9 - PROGRESS: at 75.41% examples, 692707 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:40,634 : INFO : EPOCH 9 - PROGRESS: at 75.76% examples, 692850 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:41,651 : INFO : EPOCH 9 - PROGRESS: at 76.14% examples, 693018 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:42,655 : INFO : EPOCH 9 - PROGRESS: at 76.52% examples, 693208 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:43,663 : INFO : EPOCH 9 - PROGRESS: at 76.88% examples, 693361 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:44,665 : INFO : EPOCH 9 - PROGRESS: at 77.24% examples, 693594 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:45,676 : INFO : EPOCH 9 - PROGRESS: at 77.61% examples, 693764 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:46,686 : INFO : EPOCH 9 - PROGRESS: at 77.96% examples, 693948 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:47,695 : INFO : EPOCH 9 - PROGRESS: at 78.30% examples, 694182 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:48,698 : INFO : EPOCH 9 - PROGRESS: at 78.65% examples, 694323 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:49,701 : INFO : EPOCH 9 - PROGRESS: at 78.99% examples, 694501 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:50,704 : INFO : EPOCH 9 - PROGRESS: at 79.34% examples, 694703 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:51,706 : INFO : EPOCH 9 - PROGRESS: at 79.73% examples, 694833 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:52,726 : INFO : EPOCH 9 - PROGRESS: at 80.08% examples, 695032 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:53,729 : INFO : EPOCH 9 - PROGRESS: at 80.42% examples, 695180 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:54,734 : INFO : EPOCH 9 - PROGRESS: at 80.79% examples, 695362 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:55,736 : INFO : EPOCH 9 - PROGRESS: at 81.13% examples, 695548 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:56,753 : INFO : EPOCH 9 - PROGRESS: at 81.49% examples, 695702 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:57,761 : INFO : EPOCH 9 - PROGRESS: at 81.84% examples, 695840 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:58,767 : INFO : EPOCH 9 - PROGRESS: at 82.21% examples, 695971 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:07:59,770 : INFO : EPOCH 9 - PROGRESS: at 82.57% examples, 696120 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:08:00,774 : INFO : EPOCH 9 - PROGRESS: at 82.93% examples, 696251 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:01,781 : INFO : EPOCH 9 - PROGRESS: at 83.28% examples, 696394 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:02,787 : INFO : EPOCH 9 - PROGRESS: at 83.63% examples, 696573 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:03,788 : INFO : EPOCH 9 - PROGRESS: at 84.00% examples, 696703 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:04,801 : INFO : EPOCH 9 - PROGRESS: at 84.38% examples, 696850 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:05,802 : INFO : EPOCH 9 - PROGRESS: at 84.74% examples, 697007 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:06,814 : INFO : EPOCH 9 - PROGRESS: at 85.09% examples, 697157 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:07,822 : INFO : EPOCH 9 - PROGRESS: at 85.44% examples, 697289 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:08,822 : INFO : EPOCH 9 - PROGRESS: at 85.82% examples, 697390 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:08:09,836 : INFO : EPOCH 9 - PROGRESS: at 86.19% examples, 697508 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:10,837 : INFO : EPOCH 9 - PROGRESS: at 86.55% examples, 697686 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:11,842 : INFO : EPOCH 9 - PROGRESS: at 86.91% examples, 697838 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:12,854 : INFO : EPOCH 9 - PROGRESS: at 87.28% examples, 697996 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:13,855 : INFO : EPOCH 9 - PROGRESS: at 87.63% examples, 698185 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:14,868 : INFO : EPOCH 9 - PROGRESS: at 87.97% examples, 698323 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:15,877 : INFO : EPOCH 9 - PROGRESS: at 88.31% examples, 698483 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:16,887 : INFO : EPOCH 9 - PROGRESS: at 88.68% examples, 698614 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:17,897 : INFO : EPOCH 9 - PROGRESS: at 89.01% examples, 698785 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:18,917 : INFO : EPOCH 9 - PROGRESS: at 89.38% examples, 698914 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:19,928 : INFO : EPOCH 9 - PROGRESS: at 89.73% examples, 699010 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:20,928 : INFO : EPOCH 9 - PROGRESS: at 90.06% examples, 699174 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:21,941 : INFO : EPOCH 9 - PROGRESS: at 90.40% examples, 699347 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:22,944 : INFO : EPOCH 9 - PROGRESS: at 90.78% examples, 699507 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:23,952 : INFO : EPOCH 9 - PROGRESS: at 91.15% examples, 699568 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:24,971 : INFO : EPOCH 9 - PROGRESS: at 91.51% examples, 699702 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:25,975 : INFO : EPOCH 9 - PROGRESS: at 91.90% examples, 699823 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:26,988 : INFO : EPOCH 9 - PROGRESS: at 92.27% examples, 699961 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:28,011 : INFO : EPOCH 9 - PROGRESS: at 92.59% examples, 700104 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:29,017 : INFO : EPOCH 9 - PROGRESS: at 92.92% examples, 700271 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:30,023 : INFO : EPOCH 9 - PROGRESS: at 93.29% examples, 700379 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:31,026 : INFO : EPOCH 9 - PROGRESS: at 93.65% examples, 700509 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:08:32,037 : INFO : EPOCH 9 - PROGRESS: at 93.98% examples, 700576 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:08:33,046 : INFO : EPOCH 9 - PROGRESS: at 94.34% examples, 700734 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:34,050 : INFO : EPOCH 9 - PROGRESS: at 94.72% examples, 700864 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:35,053 : INFO : EPOCH 9 - PROGRESS: at 95.10% examples, 700955 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:36,070 : INFO : EPOCH 9 - PROGRESS: at 95.44% examples, 701084 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:37,091 : INFO : EPOCH 9 - PROGRESS: at 95.78% examples, 701187 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:38,092 : INFO : EPOCH 9 - PROGRESS: at 96.10% examples, 701337 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:39,095 : INFO : EPOCH 9 - PROGRESS: at 96.45% examples, 701434 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:40,102 : INFO : EPOCH 9 - PROGRESS: at 96.82% examples, 701546 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:41,106 : INFO : EPOCH 9 - PROGRESS: at 97.18% examples, 701691 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:42,108 : INFO : EPOCH 9 - PROGRESS: at 97.54% examples, 701811 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:43,128 : INFO : EPOCH 9 - PROGRESS: at 97.91% examples, 701911 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:44,141 : INFO : EPOCH 9 - PROGRESS: at 98.28% examples, 702032 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:45,142 : INFO : EPOCH 9 - PROGRESS: at 98.63% examples, 702187 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:08:46,144 : INFO : EPOCH 9 - PROGRESS: at 98.95% examples, 702289 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:08:47,150 : INFO : EPOCH 9 - PROGRESS: at 99.30% examples, 702409 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:48,162 : INFO : EPOCH 9 - PROGRESS: at 99.63% examples, 702498 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:49,139 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 01:08:49,142 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 01:08:49,158 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 01:08:49,168 : INFO : EPOCH 9 - PROGRESS: at 100.00% examples, 702599 words/s, in_qsize 0, out_qsize 1
2020-07-24 01:08:49,168 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 01:08:49,169 : INFO : EPOCH - 9 : training on 266955784 raw words (207595102 effective words) took 295.5s, 702595 effective words/s
2020-07-24 01:08:50,185 : INFO : EPOCH 10 - PROGRESS: at 0.29% examples, 731949 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:51,193 : INFO : EPOCH 10 - PROGRESS: at 0.66% examples, 734807 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:52,200 : INFO : EPOCH 10 - PROGRESS: at 1.01% examples, 733831 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:53,218 : INFO : EPOCH 10 - PROGRESS: at 1.38% examples, 734865 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:54,221 : INFO : EPOCH 10 - PROGRESS: at 1.74% examples, 735788 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:08:55,232 : INFO : EPOCH 10 - PROGRESS: at 2.10% examples, 734660 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:56,235 : INFO : EPOCH 10 - PROGRESS: at 2.47% examples, 735612 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:08:57,258 : INFO : EPOCH 10 - PROGRESS: at 2.78% examples, 736460 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:58,278 : INFO : EPOCH 10 - PROGRESS: at 3.14% examples, 735486 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:08:59,280 : INFO : EPOCH 10 - PROGRESS: at 3.49% examples, 732595 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:00,288 : INFO : EPOCH 10 - PROGRESS: at 3.83% examples, 728844 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:01,326 : INFO : EPOCH 10 - PROGRESS: at 4.17% examples, 721082 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:02,332 : INFO : EPOCH 10 - PROGRESS: at 4.50% examples, 717454 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:03,334 : INFO : EPOCH 10 - PROGRESS: at 4.86% examples, 718883 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:04,340 : INFO : EPOCH 10 - PROGRESS: at 5.21% examples, 720276 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:09:05,344 : INFO : EPOCH 10 - PROGRESS: at 5.57% examples, 721392 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:06,349 : INFO : EPOCH 10 - PROGRESS: at 5.90% examples, 722283 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:07,359 : INFO : EPOCH 10 - PROGRESS: at 6.25% examples, 722796 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:08,375 : INFO : EPOCH 10 - PROGRESS: at 6.61% examples, 723264 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:09,376 : INFO : EPOCH 10 - PROGRESS: at 6.98% examples, 723788 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:10,389 : INFO : EPOCH 10 - PROGRESS: at 7.33% examples, 724072 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:11,392 : INFO : EPOCH 10 - PROGRESS: at 7.70% examples, 724459 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:12,405 : INFO : EPOCH 10 - PROGRESS: at 8.10% examples, 724777 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:13,409 : INFO : EPOCH 10 - PROGRESS: at 8.45% examples, 724966 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:14,423 : INFO : EPOCH 10 - PROGRESS: at 8.81% examples, 725185 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:15,434 : INFO : EPOCH 10 - PROGRESS: at 9.16% examples, 725526 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:16,444 : INFO : EPOCH 10 - PROGRESS: at 9.48% examples, 725917 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:17,449 : INFO : EPOCH 10 - PROGRESS: at 9.84% examples, 726217 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:18,449 : INFO : EPOCH 10 - PROGRESS: at 10.20% examples, 726909 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:09:19,461 : INFO : EPOCH 10 - PROGRESS: at 10.55% examples, 726681 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:20,467 : INFO : EPOCH 10 - PROGRESS: at 10.91% examples, 727433 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:09:21,473 : INFO : EPOCH 10 - PROGRESS: at 11.27% examples, 727876 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:09:22,474 : INFO : EPOCH 10 - PROGRESS: at 11.63% examples, 728008 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:23,474 : INFO : EPOCH 10 - PROGRESS: at 11.97% examples, 728528 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:24,483 : INFO : EPOCH 10 - PROGRESS: at 12.30% examples, 728924 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:25,488 : INFO : EPOCH 10 - PROGRESS: at 12.65% examples, 729134 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:26,488 : INFO : EPOCH 10 - PROGRESS: at 13.00% examples, 729292 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:27,500 : INFO : EPOCH 10 - PROGRESS: at 13.36% examples, 729507 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:09:28,504 : INFO : EPOCH 10 - PROGRESS: at 13.72% examples, 729543 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:29,508 : INFO : EPOCH 10 - PROGRESS: at 14.07% examples, 729937 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:09:30,516 : INFO : EPOCH 10 - PROGRESS: at 14.41% examples, 729750 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:31,522 : INFO : EPOCH 10 - PROGRESS: at 14.78% examples, 730220 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:32,543 : INFO : EPOCH 10 - PROGRESS: at 15.12% examples, 730045 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:33,562 : INFO : EPOCH 10 - PROGRESS: at 15.48% examples, 730147 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:34,575 : INFO : EPOCH 10 - PROGRESS: at 15.85% examples, 730136 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:35,585 : INFO : EPOCH 10 - PROGRESS: at 16.19% examples, 730568 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:36,587 : INFO : EPOCH 10 - PROGRESS: at 16.56% examples, 730494 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:37,589 : INFO : EPOCH 10 - PROGRESS: at 16.93% examples, 730547 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:38,597 : INFO : EPOCH 10 - PROGRESS: at 17.30% examples, 730448 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:39,601 : INFO : EPOCH 10 - PROGRESS: at 17.67% examples, 730506 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:40,604 : INFO : EPOCH 10 - PROGRESS: at 18.04% examples, 730626 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:41,611 : INFO : EPOCH 10 - PROGRESS: at 18.42% examples, 730729 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:42,625 : INFO : EPOCH 10 - PROGRESS: at 18.78% examples, 730926 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:43,645 : INFO : EPOCH 10 - PROGRESS: at 19.13% examples, 731174 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:44,663 : INFO : EPOCH 10 - PROGRESS: at 19.48% examples, 731344 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:45,670 : INFO : EPOCH 10 - PROGRESS: at 19.85% examples, 731319 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:46,674 : INFO : EPOCH 10 - PROGRESS: at 20.18% examples, 731479 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:47,679 : INFO : EPOCH 10 - PROGRESS: at 20.54% examples, 731298 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:48,686 : INFO : EPOCH 10 - PROGRESS: at 20.88% examples, 731416 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:49,687 : INFO : EPOCH 10 - PROGRESS: at 21.21% examples, 731575 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:50,688 : INFO : EPOCH 10 - PROGRESS: at 21.58% examples, 731729 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:51,690 : INFO : EPOCH 10 - PROGRESS: at 21.94% examples, 731836 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:52,696 : INFO : EPOCH 10 - PROGRESS: at 22.33% examples, 731906 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:53,706 : INFO : EPOCH 10 - PROGRESS: at 22.69% examples, 731989 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:54,711 : INFO : EPOCH 10 - PROGRESS: at 23.06% examples, 732004 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:55,711 : INFO : EPOCH 10 - PROGRESS: at 23.44% examples, 732104 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:56,712 : INFO : EPOCH 10 - PROGRESS: at 23.80% examples, 732223 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:57,718 : INFO : EPOCH 10 - PROGRESS: at 24.13% examples, 732170 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:58,747 : INFO : EPOCH 10 - PROGRESS: at 24.50% examples, 732142 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:09:59,749 : INFO : EPOCH 10 - PROGRESS: at 24.86% examples, 732238 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:00,757 : INFO : EPOCH 10 - PROGRESS: at 25.24% examples, 732043 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:01,776 : INFO : EPOCH 10 - PROGRESS: at 25.61% examples, 732068 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:02,780 : INFO : EPOCH 10 - PROGRESS: at 25.97% examples, 732163 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:03,784 : INFO : EPOCH 10 - PROGRESS: at 26.32% examples, 732279 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:04,788 : INFO : EPOCH 10 - PROGRESS: at 26.68% examples, 732324 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:05,799 : INFO : EPOCH 10 - PROGRESS: at 27.02% examples, 732465 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:06,804 : INFO : EPOCH 10 - PROGRESS: at 27.37% examples, 732633 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:07,807 : INFO : EPOCH 10 - PROGRESS: at 27.71% examples, 732693 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:08,824 : INFO : EPOCH 10 - PROGRESS: at 28.08% examples, 732704 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:09,825 : INFO : EPOCH 10 - PROGRESS: at 28.44% examples, 732958 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:10,829 : INFO : EPOCH 10 - PROGRESS: at 28.79% examples, 732816 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:10:11,836 : INFO : EPOCH 10 - PROGRESS: at 29.14% examples, 732873 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:12,850 : INFO : EPOCH 10 - PROGRESS: at 29.49% examples, 732939 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:13,855 : INFO : EPOCH 10 - PROGRESS: at 29.85% examples, 732908 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:14,869 : INFO : EPOCH 10 - PROGRESS: at 30.22% examples, 733063 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:15,874 : INFO : EPOCH 10 - PROGRESS: at 30.55% examples, 733157 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:16,888 : INFO : EPOCH 10 - PROGRESS: at 30.93% examples, 733110 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:17,904 : INFO : EPOCH 10 - PROGRESS: at 31.31% examples, 733015 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:18,920 : INFO : EPOCH 10 - PROGRESS: at 31.70% examples, 733117 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:19,922 : INFO : EPOCH 10 - PROGRESS: at 32.07% examples, 733015 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:20,928 : INFO : EPOCH 10 - PROGRESS: at 32.43% examples, 733091 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:21,933 : INFO : EPOCH 10 - PROGRESS: at 32.81% examples, 732913 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:22,934 : INFO : EPOCH 10 - PROGRESS: at 33.17% examples, 732919 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:10:23,936 : INFO : EPOCH 10 - PROGRESS: at 33.50% examples, 732782 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:24,938 : INFO : EPOCH 10 - PROGRESS: at 33.86% examples, 732842 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:25,964 : INFO : EPOCH 10 - PROGRESS: at 34.20% examples, 732853 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:26,968 : INFO : EPOCH 10 - PROGRESS: at 34.55% examples, 732966 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:27,991 : INFO : EPOCH 10 - PROGRESS: at 34.92% examples, 732961 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:28,998 : INFO : EPOCH 10 - PROGRESS: at 35.28% examples, 733078 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:29,999 : INFO : EPOCH 10 - PROGRESS: at 35.59% examples, 733215 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:31,014 : INFO : EPOCH 10 - PROGRESS: at 35.94% examples, 733142 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:32,020 : INFO : EPOCH 10 - PROGRESS: at 36.31% examples, 733185 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:33,034 : INFO : EPOCH 10 - PROGRESS: at 36.68% examples, 733161 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:34,053 : INFO : EPOCH 10 - PROGRESS: at 37.06% examples, 733124 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:35,074 : INFO : EPOCH 10 - PROGRESS: at 37.44% examples, 733125 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:36,086 : INFO : EPOCH 10 - PROGRESS: at 37.80% examples, 733163 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:37,088 : INFO : EPOCH 10 - PROGRESS: at 38.16% examples, 733168 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:38,103 : INFO : EPOCH 10 - PROGRESS: at 38.52% examples, 733134 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:39,112 : INFO : EPOCH 10 - PROGRESS: at 38.89% examples, 733197 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:40,130 : INFO : EPOCH 10 - PROGRESS: at 39.24% examples, 733245 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:41,137 : INFO : EPOCH 10 - PROGRESS: at 39.60% examples, 733258 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:42,141 : INFO : EPOCH 10 - PROGRESS: at 39.93% examples, 733202 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:43,162 : INFO : EPOCH 10 - PROGRESS: at 40.25% examples, 733167 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:44,178 : INFO : EPOCH 10 - PROGRESS: at 40.62% examples, 733147 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:10:45,181 : INFO : EPOCH 10 - PROGRESS: at 40.95% examples, 733251 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:10:46,187 : INFO : EPOCH 10 - PROGRESS: at 41.31% examples, 733200 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:47,195 : INFO : EPOCH 10 - PROGRESS: at 41.66% examples, 733198 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:48,202 : INFO : EPOCH 10 - PROGRESS: at 42.00% examples, 733306 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:49,203 : INFO : EPOCH 10 - PROGRESS: at 42.36% examples, 733301 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:50,204 : INFO : EPOCH 10 - PROGRESS: at 42.72% examples, 733292 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:51,207 : INFO : EPOCH 10 - PROGRESS: at 43.09% examples, 733199 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:52,209 : INFO : EPOCH 10 - PROGRESS: at 43.46% examples, 733223 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:53,211 : INFO : EPOCH 10 - PROGRESS: at 43.81% examples, 733277 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:10:54,219 : INFO : EPOCH 10 - PROGRESS: at 44.14% examples, 733284 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:55,228 : INFO : EPOCH 10 - PROGRESS: at 44.51% examples, 733245 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:56,230 : INFO : EPOCH 10 - PROGRESS: at 44.87% examples, 733243 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:10:57,235 : INFO : EPOCH 10 - PROGRESS: at 45.24% examples, 733266 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:58,236 : INFO : EPOCH 10 - PROGRESS: at 45.58% examples, 733309 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:10:59,242 : INFO : EPOCH 10 - PROGRESS: at 45.95% examples, 733263 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:11:00,247 : INFO : EPOCH 10 - PROGRESS: at 46.27% examples, 733260 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:01,248 : INFO : EPOCH 10 - PROGRESS: at 46.63% examples, 733297 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:02,265 : INFO : EPOCH 10 - PROGRESS: at 46.97% examples, 733361 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:11:03,273 : INFO : EPOCH 10 - PROGRESS: at 47.31% examples, 733377 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:04,277 : INFO : EPOCH 10 - PROGRESS: at 47.66% examples, 733388 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:05,278 : INFO : EPOCH 10 - PROGRESS: at 47.98% examples, 733369 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:06,284 : INFO : EPOCH 10 - PROGRESS: at 48.34% examples, 733430 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:07,303 : INFO : EPOCH 10 - PROGRESS: at 48.67% examples, 733421 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:08,304 : INFO : EPOCH 10 - PROGRESS: at 49.06% examples, 733410 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:09,312 : INFO : EPOCH 10 - PROGRESS: at 49.43% examples, 733413 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:10,316 : INFO : EPOCH 10 - PROGRESS: at 49.78% examples, 733467 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:11,323 : INFO : EPOCH 10 - PROGRESS: at 50.13% examples, 733468 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:12,326 : INFO : EPOCH 10 - PROGRESS: at 50.50% examples, 733562 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:13,350 : INFO : EPOCH 10 - PROGRESS: at 50.86% examples, 733531 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:14,351 : INFO : EPOCH 10 - PROGRESS: at 51.20% examples, 733588 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:11:15,357 : INFO : EPOCH 10 - PROGRESS: at 51.54% examples, 733590 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:16,361 : INFO : EPOCH 10 - PROGRESS: at 51.90% examples, 733640 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:17,364 : INFO : EPOCH 10 - PROGRESS: at 52.24% examples, 733638 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:18,375 : INFO : EPOCH 10 - PROGRESS: at 52.60% examples, 733669 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:19,378 : INFO : EPOCH 10 - PROGRESS: at 52.95% examples, 733685 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:20,382 : INFO : EPOCH 10 - PROGRESS: at 53.31% examples, 733685 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:21,399 : INFO : EPOCH 10 - PROGRESS: at 53.65% examples, 733709 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:22,405 : INFO : EPOCH 10 - PROGRESS: at 53.99% examples, 733737 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:23,408 : INFO : EPOCH 10 - PROGRESS: at 54.37% examples, 733787 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:24,410 : INFO : EPOCH 10 - PROGRESS: at 54.69% examples, 733768 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:25,415 : INFO : EPOCH 10 - PROGRESS: at 55.03% examples, 733829 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:26,417 : INFO : EPOCH 10 - PROGRESS: at 55.37% examples, 733845 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:11:27,418 : INFO : EPOCH 10 - PROGRESS: at 55.72% examples, 733873 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:28,420 : INFO : EPOCH 10 - PROGRESS: at 56.07% examples, 733925 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:29,428 : INFO : EPOCH 10 - PROGRESS: at 56.42% examples, 733904 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:11:30,431 : INFO : EPOCH 10 - PROGRESS: at 56.77% examples, 733917 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:31,437 : INFO : EPOCH 10 - PROGRESS: at 57.15% examples, 733865 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:32,438 : INFO : EPOCH 10 - PROGRESS: at 57.51% examples, 733891 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:11:33,457 : INFO : EPOCH 10 - PROGRESS: at 57.90% examples, 733836 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:11:34,459 : INFO : EPOCH 10 - PROGRESS: at 58.25% examples, 733853 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:35,461 : INFO : EPOCH 10 - PROGRESS: at 58.59% examples, 733601 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:11:36,467 : INFO : EPOCH 10 - PROGRESS: at 58.90% examples, 733243 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:37,479 : INFO : EPOCH 10 - PROGRESS: at 59.21% examples, 732821 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:11:38,484 : INFO : EPOCH 10 - PROGRESS: at 59.52% examples, 732465 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:39,495 : INFO : EPOCH 10 - PROGRESS: at 59.82% examples, 731854 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:40,495 : INFO : EPOCH 10 - PROGRESS: at 60.12% examples, 731271 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:41,501 : INFO : EPOCH 10 - PROGRESS: at 60.43% examples, 730379 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:42,513 : INFO : EPOCH 10 - PROGRESS: at 60.78% examples, 730051 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:43,524 : INFO : EPOCH 10 - PROGRESS: at 61.14% examples, 730122 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:44,536 : INFO : EPOCH 10 - PROGRESS: at 61.51% examples, 730183 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:45,541 : INFO : EPOCH 10 - PROGRESS: at 61.86% examples, 730195 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:46,551 : INFO : EPOCH 10 - PROGRESS: at 62.21% examples, 730192 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:47,555 : INFO : EPOCH 10 - PROGRESS: at 62.58% examples, 730217 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:48,558 : INFO : EPOCH 10 - PROGRESS: at 62.92% examples, 730228 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:49,567 : INFO : EPOCH 10 - PROGRESS: at 63.30% examples, 730216 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:50,576 : INFO : EPOCH 10 - PROGRESS: at 63.67% examples, 730213 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:51,589 : INFO : EPOCH 10 - PROGRESS: at 64.01% examples, 730313 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:52,593 : INFO : EPOCH 10 - PROGRESS: at 64.32% examples, 730420 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:53,600 : INFO : EPOCH 10 - PROGRESS: at 64.68% examples, 730444 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:54,602 : INFO : EPOCH 10 - PROGRESS: at 65.06% examples, 730437 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:55,607 : INFO : EPOCH 10 - PROGRESS: at 65.41% examples, 730435 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:56,611 : INFO : EPOCH 10 - PROGRESS: at 65.74% examples, 730463 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:57,614 : INFO : EPOCH 10 - PROGRESS: at 66.12% examples, 730487 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:58,628 : INFO : EPOCH 10 - PROGRESS: at 66.48% examples, 730465 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:11:59,630 : INFO : EPOCH 10 - PROGRESS: at 66.86% examples, 730436 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:00,635 : INFO : EPOCH 10 - PROGRESS: at 67.20% examples, 730448 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:01,644 : INFO : EPOCH 10 - PROGRESS: at 67.55% examples, 730451 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:02,647 : INFO : EPOCH 10 - PROGRESS: at 67.91% examples, 730426 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:03,647 : INFO : EPOCH 10 - PROGRESS: at 68.27% examples, 730510 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:12:04,662 : INFO : EPOCH 10 - PROGRESS: at 68.65% examples, 730471 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:05,668 : INFO : EPOCH 10 - PROGRESS: at 69.04% examples, 730476 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:06,678 : INFO : EPOCH 10 - PROGRESS: at 69.36% examples, 730492 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:12:07,694 : INFO : EPOCH 10 - PROGRESS: at 69.72% examples, 730600 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:08,697 : INFO : EPOCH 10 - PROGRESS: at 70.12% examples, 730621 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:09,699 : INFO : EPOCH 10 - PROGRESS: at 70.49% examples, 730593 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:12:10,702 : INFO : EPOCH 10 - PROGRESS: at 70.85% examples, 730628 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:11,702 : INFO : EPOCH 10 - PROGRESS: at 71.22% examples, 730658 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:12,719 : INFO : EPOCH 10 - PROGRESS: at 71.61% examples, 730602 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:13,722 : INFO : EPOCH 10 - PROGRESS: at 71.98% examples, 730639 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:14,730 : INFO : EPOCH 10 - PROGRESS: at 72.36% examples, 730657 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:15,734 : INFO : EPOCH 10 - PROGRESS: at 72.70% examples, 730630 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:16,735 : INFO : EPOCH 10 - PROGRESS: at 73.06% examples, 730654 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:17,738 : INFO : EPOCH 10 - PROGRESS: at 73.43% examples, 730687 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:18,748 : INFO : EPOCH 10 - PROGRESS: at 73.77% examples, 730716 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:19,749 : INFO : EPOCH 10 - PROGRESS: at 74.12% examples, 730736 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:20,749 : INFO : EPOCH 10 - PROGRESS: at 74.49% examples, 730749 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:21,751 : INFO : EPOCH 10 - PROGRESS: at 74.84% examples, 730748 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:22,763 : INFO : EPOCH 10 - PROGRESS: at 75.19% examples, 730724 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:23,770 : INFO : EPOCH 10 - PROGRESS: at 75.55% examples, 730698 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:12:24,770 : INFO : EPOCH 10 - PROGRESS: at 75.92% examples, 730750 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:25,776 : INFO : EPOCH 10 - PROGRESS: at 76.30% examples, 730761 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:26,778 : INFO : EPOCH 10 - PROGRESS: at 76.67% examples, 730745 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:27,780 : INFO : EPOCH 10 - PROGRESS: at 77.04% examples, 730757 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:28,789 : INFO : EPOCH 10 - PROGRESS: at 77.40% examples, 730781 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:29,797 : INFO : EPOCH 10 - PROGRESS: at 77.75% examples, 730806 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:12:30,810 : INFO : EPOCH 10 - PROGRESS: at 78.10% examples, 730829 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:31,818 : INFO : EPOCH 10 - PROGRESS: at 78.44% examples, 730846 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:32,833 : INFO : EPOCH 10 - PROGRESS: at 78.80% examples, 730903 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:12:33,840 : INFO : EPOCH 10 - PROGRESS: at 79.13% examples, 730926 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:34,845 : INFO : EPOCH 10 - PROGRESS: at 79.51% examples, 730990 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:35,847 : INFO : EPOCH 10 - PROGRESS: at 79.89% examples, 730999 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:36,856 : INFO : EPOCH 10 - PROGRESS: at 80.23% examples, 731037 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:37,860 : INFO : EPOCH 10 - PROGRESS: at 80.57% examples, 731058 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:38,868 : INFO : EPOCH 10 - PROGRESS: at 80.95% examples, 731096 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:39,868 : INFO : EPOCH 10 - PROGRESS: at 81.28% examples, 731081 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:40,884 : INFO : EPOCH 10 - PROGRESS: at 81.62% examples, 731074 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:41,901 : INFO : EPOCH 10 - PROGRESS: at 82.00% examples, 731062 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:42,904 : INFO : EPOCH 10 - PROGRESS: at 82.36% examples, 731067 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:43,907 : INFO : EPOCH 10 - PROGRESS: at 82.73% examples, 731083 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:44,931 : INFO : EPOCH 10 - PROGRESS: at 83.09% examples, 731064 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:45,937 : INFO : EPOCH 10 - PROGRESS: at 83.45% examples, 731110 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:46,951 : INFO : EPOCH 10 - PROGRESS: at 83.80% examples, 731145 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:47,955 : INFO : EPOCH 10 - PROGRESS: at 84.17% examples, 731156 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:48,956 : INFO : EPOCH 10 - PROGRESS: at 84.54% examples, 731141 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:49,965 : INFO : EPOCH 10 - PROGRESS: at 84.91% examples, 731171 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:50,965 : INFO : EPOCH 10 - PROGRESS: at 85.25% examples, 731204 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:51,985 : INFO : EPOCH 10 - PROGRESS: at 85.61% examples, 731186 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:52,988 : INFO : EPOCH 10 - PROGRESS: at 86.00% examples, 731176 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:53,994 : INFO : EPOCH 10 - PROGRESS: at 86.36% examples, 731161 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:12:55,010 : INFO : EPOCH 10 - PROGRESS: at 86.72% examples, 731196 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:56,016 : INFO : EPOCH 10 - PROGRESS: at 87.08% examples, 731244 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:57,017 : INFO : EPOCH 10 - PROGRESS: at 87.46% examples, 731260 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:58,025 : INFO : EPOCH 10 - PROGRESS: at 87.80% examples, 731304 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:12:59,034 : INFO : EPOCH 10 - PROGRESS: at 88.13% examples, 731338 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:00,042 : INFO : EPOCH 10 - PROGRESS: at 88.49% examples, 731408 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:01,054 : INFO : EPOCH 10 - PROGRESS: at 88.86% examples, 731391 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:02,084 : INFO : EPOCH 10 - PROGRESS: at 89.19% examples, 731411 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:03,086 : INFO : EPOCH 10 - PROGRESS: at 89.56% examples, 731462 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:04,091 : INFO : EPOCH 10 - PROGRESS: at 89.91% examples, 731494 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:05,099 : INFO : EPOCH 10 - PROGRESS: at 90.24% examples, 731518 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:06,106 : INFO : EPOCH 10 - PROGRESS: at 90.59% examples, 731570 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:07,125 : INFO : EPOCH 10 - PROGRESS: at 90.96% examples, 731530 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:08,126 : INFO : EPOCH 10 - PROGRESS: at 91.34% examples, 731584 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:09,132 : INFO : EPOCH 10 - PROGRESS: at 91.71% examples, 731579 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:10,138 : INFO : EPOCH 10 - PROGRESS: at 92.08% examples, 731615 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:11,138 : INFO : EPOCH 10 - PROGRESS: at 92.45% examples, 731586 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:12,144 : INFO : EPOCH 10 - PROGRESS: at 92.74% examples, 731640 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:13:13,146 : INFO : EPOCH 10 - PROGRESS: at 93.10% examples, 731620 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:14,163 : INFO : EPOCH 10 - PROGRESS: at 93.44% examples, 731668 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:15,179 : INFO : EPOCH 10 - PROGRESS: at 93.82% examples, 731661 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:16,200 : INFO : EPOCH 10 - PROGRESS: at 94.16% examples, 731696 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:17,208 : INFO : EPOCH 10 - PROGRESS: at 94.53% examples, 731694 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:18,208 : INFO : EPOCH 10 - PROGRESS: at 94.92% examples, 731737 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:19,220 : INFO : EPOCH 10 - PROGRESS: at 95.27% examples, 731673 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:20,226 : INFO : EPOCH 10 - PROGRESS: at 95.61% examples, 731712 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:21,230 : INFO : EPOCH 10 - PROGRESS: at 95.93% examples, 731758 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:22,232 : INFO : EPOCH 10 - PROGRESS: at 96.29% examples, 731795 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:23,245 : INFO : EPOCH 10 - PROGRESS: at 96.64% examples, 731805 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:24,255 : INFO : EPOCH 10 - PROGRESS: at 97.00% examples, 731844 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:25,263 : INFO : EPOCH 10 - PROGRESS: at 97.37% examples, 731832 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:26,271 : INFO : EPOCH 10 - PROGRESS: at 97.74% examples, 731864 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:27,276 : INFO : EPOCH 10 - PROGRESS: at 98.10% examples, 731860 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:28,279 : INFO : EPOCH 10 - PROGRESS: at 98.46% examples, 731902 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:13:29,287 : INFO : EPOCH 10 - PROGRESS: at 98.79% examples, 731920 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:30,295 : INFO : EPOCH 10 - PROGRESS: at 99.14% examples, 731947 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:31,302 : INFO : EPOCH 10 - PROGRESS: at 99.47% examples, 731940 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:32,314 : INFO : EPOCH 10 - PROGRESS: at 99.83% examples, 731973 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:32,760 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 01:13:32,765 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 01:13:32,783 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 01:13:32,788 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 01:13:32,788 : INFO : EPOCH - 10 : training on 266955784 raw words (207594145 effective words) took 283.6s, 731960 effective words/s
2020-07-24 01:13:33,805 : INFO : EPOCH 11 - PROGRESS: at 0.29% examples, 734473 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:34,812 : INFO : EPOCH 11 - PROGRESS: at 0.66% examples, 732603 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:35,814 : INFO : EPOCH 11 - PROGRESS: at 1.01% examples, 736183 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:36,827 : INFO : EPOCH 11 - PROGRESS: at 1.36% examples, 722659 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:37,827 : INFO : EPOCH 11 - PROGRESS: at 1.68% examples, 715867 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:38,849 : INFO : EPOCH 11 - PROGRESS: at 2.02% examples, 706360 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:39,852 : INFO : EPOCH 11 - PROGRESS: at 2.36% examples, 704392 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:40,855 : INFO : EPOCH 11 - PROGRESS: at 2.65% examples, 700105 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:41,858 : INFO : EPOCH 11 - PROGRESS: at 2.97% examples, 698558 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:13:42,861 : INFO : EPOCH 11 - PROGRESS: at 3.30% examples, 695543 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:43,877 : INFO : EPOCH 11 - PROGRESS: at 3.61% examples, 692520 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:44,889 : INFO : EPOCH 11 - PROGRESS: at 3.96% examples, 690582 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:45,890 : INFO : EPOCH 11 - PROGRESS: at 4.30% examples, 689951 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:13:46,897 : INFO : EPOCH 11 - PROGRESS: at 4.63% examples, 688371 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:47,913 : INFO : EPOCH 11 - PROGRESS: at 4.95% examples, 687026 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:48,926 : INFO : EPOCH 11 - PROGRESS: at 5.28% examples, 685869 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:49,928 : INFO : EPOCH 11 - PROGRESS: at 5.60% examples, 685552 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:50,930 : INFO : EPOCH 11 - PROGRESS: at 5.91% examples, 685101 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:51,938 : INFO : EPOCH 11 - PROGRESS: at 6.23% examples, 684491 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:52,942 : INFO : EPOCH 11 - PROGRESS: at 6.54% examples, 683779 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:53,947 : INFO : EPOCH 11 - PROGRESS: at 6.88% examples, 683154 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:54,952 : INFO : EPOCH 11 - PROGRESS: at 7.22% examples, 682509 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:55,952 : INFO : EPOCH 11 - PROGRESS: at 7.54% examples, 681591 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:56,954 : INFO : EPOCH 11 - PROGRESS: at 7.90% examples, 681146 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:57,960 : INFO : EPOCH 11 - PROGRESS: at 8.23% examples, 680233 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:13:58,965 : INFO : EPOCH 11 - PROGRESS: at 8.55% examples, 680096 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:13:59,974 : INFO : EPOCH 11 - PROGRESS: at 8.90% examples, 679358 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:00,979 : INFO : EPOCH 11 - PROGRESS: at 9.19% examples, 678854 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:01,984 : INFO : EPOCH 11 - PROGRESS: at 9.49% examples, 679043 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:02,987 : INFO : EPOCH 11 - PROGRESS: at 9.81% examples, 678345 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:03,994 : INFO : EPOCH 11 - PROGRESS: at 10.14% examples, 678295 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:04,998 : INFO : EPOCH 11 - PROGRESS: at 10.47% examples, 678030 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:06,001 : INFO : EPOCH 11 - PROGRESS: at 10.80% examples, 678000 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:07,009 : INFO : EPOCH 11 - PROGRESS: at 11.10% examples, 677994 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:08,011 : INFO : EPOCH 11 - PROGRESS: at 11.44% examples, 677904 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:09,014 : INFO : EPOCH 11 - PROGRESS: at 11.76% examples, 677573 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:10,014 : INFO : EPOCH 11 - PROGRESS: at 12.07% examples, 677259 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:14:11,031 : INFO : EPOCH 11 - PROGRESS: at 12.37% examples, 677267 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:12,033 : INFO : EPOCH 11 - PROGRESS: at 12.69% examples, 677210 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:13,037 : INFO : EPOCH 11 - PROGRESS: at 13.01% examples, 677057 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:14:14,057 : INFO : EPOCH 11 - PROGRESS: at 13.34% examples, 676805 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:14:15,074 : INFO : EPOCH 11 - PROGRESS: at 13.67% examples, 676404 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:16,075 : INFO : EPOCH 11 - PROGRESS: at 13.99% examples, 676316 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:17,082 : INFO : EPOCH 11 - PROGRESS: at 14.31% examples, 676121 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:18,087 : INFO : EPOCH 11 - PROGRESS: at 14.63% examples, 675986 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:19,100 : INFO : EPOCH 11 - PROGRESS: at 14.93% examples, 675040 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:20,101 : INFO : EPOCH 11 - PROGRESS: at 15.25% examples, 674381 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:21,128 : INFO : EPOCH 11 - PROGRESS: at 15.54% examples, 672721 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:22,140 : INFO : EPOCH 11 - PROGRESS: at 15.85% examples, 671887 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:23,155 : INFO : EPOCH 11 - PROGRESS: at 16.19% examples, 673372 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:24,173 : INFO : EPOCH 11 - PROGRESS: at 16.57% examples, 674479 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:14:25,183 : INFO : EPOCH 11 - PROGRESS: at 16.94% examples, 675524 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:26,190 : INFO : EPOCH 11 - PROGRESS: at 17.31% examples, 676482 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:27,193 : INFO : EPOCH 11 - PROGRESS: at 17.68% examples, 677630 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:28,214 : INFO : EPOCH 11 - PROGRESS: at 18.05% examples, 678629 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:29,223 : INFO : EPOCH 11 - PROGRESS: at 18.44% examples, 679699 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:30,231 : INFO : EPOCH 11 - PROGRESS: at 18.80% examples, 680886 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:31,232 : INFO : EPOCH 11 - PROGRESS: at 19.14% examples, 682020 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:14:32,245 : INFO : EPOCH 11 - PROGRESS: at 19.48% examples, 682936 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:33,264 : INFO : EPOCH 11 - PROGRESS: at 19.86% examples, 683807 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:34,271 : INFO : EPOCH 11 - PROGRESS: at 20.19% examples, 684766 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:35,291 : INFO : EPOCH 11 - PROGRESS: at 20.56% examples, 685593 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:36,292 : INFO : EPOCH 11 - PROGRESS: at 20.91% examples, 686497 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:37,303 : INFO : EPOCH 11 - PROGRESS: at 21.25% examples, 687353 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:38,305 : INFO : EPOCH 11 - PROGRESS: at 21.60% examples, 688100 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:39,309 : INFO : EPOCH 11 - PROGRESS: at 21.96% examples, 688770 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:14:40,324 : INFO : EPOCH 11 - PROGRESS: at 22.35% examples, 689549 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:41,327 : INFO : EPOCH 11 - PROGRESS: at 22.73% examples, 690282 words/s, in_qsize 8, out_qsize 1
2020-07-24 01:14:42,329 : INFO : EPOCH 11 - PROGRESS: at 23.09% examples, 690888 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:43,332 : INFO : EPOCH 11 - PROGRESS: at 23.47% examples, 691448 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:44,333 : INFO : EPOCH 11 - PROGRESS: at 23.82% examples, 692067 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:45,335 : INFO : EPOCH 11 - PROGRESS: at 24.16% examples, 692641 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:46,359 : INFO : EPOCH 11 - PROGRESS: at 24.54% examples, 693310 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:47,366 : INFO : EPOCH 11 - PROGRESS: at 24.89% examples, 693990 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:48,369 : INFO : EPOCH 11 - PROGRESS: at 25.27% examples, 694398 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:49,382 : INFO : EPOCH 11 - PROGRESS: at 25.65% examples, 694938 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:50,382 : INFO : EPOCH 11 - PROGRESS: at 26.01% examples, 695551 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:51,400 : INFO : EPOCH 11 - PROGRESS: at 26.36% examples, 696098 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:52,410 : INFO : EPOCH 11 - PROGRESS: at 26.72% examples, 696683 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:53,412 : INFO : EPOCH 11 - PROGRESS: at 27.05% examples, 697298 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:54,421 : INFO : EPOCH 11 - PROGRESS: at 27.42% examples, 697832 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:55,434 : INFO : EPOCH 11 - PROGRESS: at 27.75% examples, 698405 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:56,437 : INFO : EPOCH 11 - PROGRESS: at 28.12% examples, 698891 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:57,442 : INFO : EPOCH 11 - PROGRESS: at 28.48% examples, 699439 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:58,447 : INFO : EPOCH 11 - PROGRESS: at 28.83% examples, 699702 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:14:59,448 : INFO : EPOCH 11 - PROGRESS: at 29.17% examples, 700024 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:00,458 : INFO : EPOCH 11 - PROGRESS: at 29.54% examples, 700555 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:01,469 : INFO : EPOCH 11 - PROGRESS: at 29.89% examples, 700993 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:02,471 : INFO : EPOCH 11 - PROGRESS: at 30.26% examples, 701464 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:03,472 : INFO : EPOCH 11 - PROGRESS: at 30.59% examples, 701867 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:04,490 : INFO : EPOCH 11 - PROGRESS: at 30.97% examples, 702179 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:05,499 : INFO : EPOCH 11 - PROGRESS: at 31.36% examples, 702555 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:06,504 : INFO : EPOCH 11 - PROGRESS: at 31.73% examples, 702798 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:07,511 : INFO : EPOCH 11 - PROGRESS: at 32.11% examples, 703177 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:08,515 : INFO : EPOCH 11 - PROGRESS: at 32.47% examples, 703562 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:09,529 : INFO : EPOCH 11 - PROGRESS: at 32.86% examples, 703773 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:10,542 : INFO : EPOCH 11 - PROGRESS: at 33.21% examples, 704065 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:11,550 : INFO : EPOCH 11 - PROGRESS: at 33.57% examples, 704423 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:15:12,559 : INFO : EPOCH 11 - PROGRESS: at 33.92% examples, 704791 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:15:13,563 : INFO : EPOCH 11 - PROGRESS: at 34.25% examples, 705101 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:14,582 : INFO : EPOCH 11 - PROGRESS: at 34.61% examples, 705340 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:15,588 : INFO : EPOCH 11 - PROGRESS: at 34.97% examples, 705792 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:15:16,595 : INFO : EPOCH 11 - PROGRESS: at 35.32% examples, 705981 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:17,608 : INFO : EPOCH 11 - PROGRESS: at 35.64% examples, 706427 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:18,612 : INFO : EPOCH 11 - PROGRESS: at 36.00% examples, 706681 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:19,615 : INFO : EPOCH 11 - PROGRESS: at 36.36% examples, 707020 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:20,618 : INFO : EPOCH 11 - PROGRESS: at 36.74% examples, 707285 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:15:21,640 : INFO : EPOCH 11 - PROGRESS: at 37.11% examples, 707508 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:22,645 : INFO : EPOCH 11 - PROGRESS: at 37.49% examples, 707803 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:15:23,645 : INFO : EPOCH 11 - PROGRESS: at 37.84% examples, 708035 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:15:24,651 : INFO : EPOCH 11 - PROGRESS: at 38.21% examples, 708279 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:25,655 : INFO : EPOCH 11 - PROGRESS: at 38.57% examples, 708493 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:26,670 : INFO : EPOCH 11 - PROGRESS: at 38.93% examples, 708750 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:27,672 : INFO : EPOCH 11 - PROGRESS: at 39.28% examples, 709015 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:28,676 : INFO : EPOCH 11 - PROGRESS: at 39.61% examples, 708804 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:29,685 : INFO : EPOCH 11 - PROGRESS: at 39.92% examples, 708360 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:30,690 : INFO : EPOCH 11 - PROGRESS: at 40.21% examples, 708066 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:31,690 : INFO : EPOCH 11 - PROGRESS: at 40.53% examples, 707799 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:32,694 : INFO : EPOCH 11 - PROGRESS: at 40.84% examples, 707529 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:33,700 : INFO : EPOCH 11 - PROGRESS: at 41.16% examples, 707208 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:34,702 : INFO : EPOCH 11 - PROGRESS: at 41.48% examples, 706918 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:35,707 : INFO : EPOCH 11 - PROGRESS: at 41.82% examples, 706709 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:15:36,722 : INFO : EPOCH 11 - PROGRESS: at 42.14% examples, 706386 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:37,732 : INFO : EPOCH 11 - PROGRESS: at 42.46% examples, 706077 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:15:38,741 : INFO : EPOCH 11 - PROGRESS: at 42.79% examples, 705777 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:39,742 : INFO : EPOCH 11 - PROGRESS: at 43.13% examples, 705548 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:40,758 : INFO : EPOCH 11 - PROGRESS: at 43.47% examples, 705264 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:41,769 : INFO : EPOCH 11 - PROGRESS: at 43.79% examples, 705010 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:42,769 : INFO : EPOCH 11 - PROGRESS: at 44.10% examples, 704719 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:43,779 : INFO : EPOCH 11 - PROGRESS: at 44.43% examples, 704466 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:44,789 : INFO : EPOCH 11 - PROGRESS: at 44.78% examples, 704206 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:45,796 : INFO : EPOCH 11 - PROGRESS: at 45.10% examples, 703934 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:15:46,797 : INFO : EPOCH 11 - PROGRESS: at 45.42% examples, 703667 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:47,813 : INFO : EPOCH 11 - PROGRESS: at 45.75% examples, 703425 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:48,834 : INFO : EPOCH 11 - PROGRESS: at 46.06% examples, 703187 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:49,842 : INFO : EPOCH 11 - PROGRESS: at 46.39% examples, 702952 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:50,846 : INFO : EPOCH 11 - PROGRESS: at 46.69% examples, 702740 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:51,854 : INFO : EPOCH 11 - PROGRESS: at 47.01% examples, 702455 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:52,868 : INFO : EPOCH 11 - PROGRESS: at 47.31% examples, 702215 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:53,874 : INFO : EPOCH 11 - PROGRESS: at 47.63% examples, 702010 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:54,883 : INFO : EPOCH 11 - PROGRESS: at 47.94% examples, 701768 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:55,890 : INFO : EPOCH 11 - PROGRESS: at 48.26% examples, 701653 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:56,898 : INFO : EPOCH 11 - PROGRESS: at 48.56% examples, 701430 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:57,903 : INFO : EPOCH 11 - PROGRESS: at 48.91% examples, 701220 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:58,911 : INFO : EPOCH 11 - PROGRESS: at 49.26% examples, 701030 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:15:59,916 : INFO : EPOCH 11 - PROGRESS: at 49.57% examples, 700797 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:00,922 : INFO : EPOCH 11 - PROGRESS: at 49.89% examples, 700559 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:16:01,923 : INFO : EPOCH 11 - PROGRESS: at 50.23% examples, 700396 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:02,929 : INFO : EPOCH 11 - PROGRESS: at 50.56% examples, 700140 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:03,929 : INFO : EPOCH 11 - PROGRESS: at 50.87% examples, 699955 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:04,933 : INFO : EPOCH 11 - PROGRESS: at 51.18% examples, 699790 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:16:05,933 : INFO : EPOCH 11 - PROGRESS: at 51.49% examples, 699636 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:06,936 : INFO : EPOCH 11 - PROGRESS: at 51.81% examples, 699441 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:07,949 : INFO : EPOCH 11 - PROGRESS: at 52.14% examples, 699243 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:08,954 : INFO : EPOCH 11 - PROGRESS: at 52.46% examples, 699078 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:09,965 : INFO : EPOCH 11 - PROGRESS: at 52.77% examples, 698994 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:10,971 : INFO : EPOCH 11 - PROGRESS: at 53.11% examples, 698752 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:11,971 : INFO : EPOCH 11 - PROGRESS: at 53.41% examples, 698594 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:12,979 : INFO : EPOCH 11 - PROGRESS: at 53.74% examples, 698457 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:13,984 : INFO : EPOCH 11 - PROGRESS: at 54.05% examples, 698254 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:14,984 : INFO : EPOCH 11 - PROGRESS: at 54.39% examples, 698075 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:15,986 : INFO : EPOCH 11 - PROGRESS: at 54.68% examples, 697865 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:16,988 : INFO : EPOCH 11 - PROGRESS: at 54.98% examples, 697708 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:17,999 : INFO : EPOCH 11 - PROGRESS: at 55.30% examples, 697559 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:19,016 : INFO : EPOCH 11 - PROGRESS: at 55.61% examples, 697463 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:16:20,031 : INFO : EPOCH 11 - PROGRESS: at 55.94% examples, 697291 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:21,042 : INFO : EPOCH 11 - PROGRESS: at 56.26% examples, 697206 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:16:22,048 : INFO : EPOCH 11 - PROGRESS: at 56.58% examples, 697027 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:16:23,053 : INFO : EPOCH 11 - PROGRESS: at 56.92% examples, 696819 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:24,068 : INFO : EPOCH 11 - PROGRESS: at 57.27% examples, 696619 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:25,070 : INFO : EPOCH 11 - PROGRESS: at 57.59% examples, 696488 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:16:26,072 : INFO : EPOCH 11 - PROGRESS: at 57.94% examples, 696300 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:27,076 : INFO : EPOCH 11 - PROGRESS: at 58.26% examples, 696112 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:28,081 : INFO : EPOCH 11 - PROGRESS: at 58.58% examples, 695954 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:29,101 : INFO : EPOCH 11 - PROGRESS: at 58.90% examples, 695814 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:30,110 : INFO : EPOCH 11 - PROGRESS: at 59.21% examples, 695682 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:31,111 : INFO : EPOCH 11 - PROGRESS: at 59.52% examples, 695565 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:32,118 : INFO : EPOCH 11 - PROGRESS: at 59.84% examples, 695439 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:33,124 : INFO : EPOCH 11 - PROGRESS: at 60.16% examples, 695261 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:34,142 : INFO : EPOCH 11 - PROGRESS: at 60.52% examples, 695065 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:35,158 : INFO : EPOCH 11 - PROGRESS: at 60.86% examples, 694926 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:36,161 : INFO : EPOCH 11 - PROGRESS: at 61.20% examples, 694839 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:37,167 : INFO : EPOCH 11 - PROGRESS: at 61.52% examples, 694710 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:38,175 : INFO : EPOCH 11 - PROGRESS: at 61.84% examples, 694551 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:16:39,192 : INFO : EPOCH 11 - PROGRESS: at 62.16% examples, 694390 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:40,216 : INFO : EPOCH 11 - PROGRESS: at 62.51% examples, 694237 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:41,221 : INFO : EPOCH 11 - PROGRESS: at 62.82% examples, 694108 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:42,243 : INFO : EPOCH 11 - PROGRESS: at 63.15% examples, 693964 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:16:43,252 : INFO : EPOCH 11 - PROGRESS: at 63.50% examples, 693872 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:44,265 : INFO : EPOCH 11 - PROGRESS: at 63.83% examples, 693721 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:45,291 : INFO : EPOCH 11 - PROGRESS: at 64.13% examples, 693665 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:46,297 : INFO : EPOCH 11 - PROGRESS: at 64.42% examples, 693558 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:16:47,313 : INFO : EPOCH 11 - PROGRESS: at 64.77% examples, 693431 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:16:48,321 : INFO : EPOCH 11 - PROGRESS: at 65.12% examples, 693304 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:16:49,333 : INFO : EPOCH 11 - PROGRESS: at 65.44% examples, 693227 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:50,336 : INFO : EPOCH 11 - PROGRESS: at 65.74% examples, 693100 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:51,348 : INFO : EPOCH 11 - PROGRESS: at 66.08% examples, 692943 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:52,351 : INFO : EPOCH 11 - PROGRESS: at 66.42% examples, 692768 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:16:53,360 : INFO : EPOCH 11 - PROGRESS: at 66.75% examples, 692650 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:16:54,360 : INFO : EPOCH 11 - PROGRESS: at 67.07% examples, 692506 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:55,373 : INFO : EPOCH 11 - PROGRESS: at 67.38% examples, 692385 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:16:56,381 : INFO : EPOCH 11 - PROGRESS: at 67.71% examples, 692281 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:57,385 : INFO : EPOCH 11 - PROGRESS: at 68.06% examples, 692156 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:58,399 : INFO : EPOCH 11 - PROGRESS: at 68.37% examples, 691967 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:16:59,425 : INFO : EPOCH 11 - PROGRESS: at 68.70% examples, 691634 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:00,428 : INFO : EPOCH 11 - PROGRESS: at 69.04% examples, 691319 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:01,431 : INFO : EPOCH 11 - PROGRESS: at 69.30% examples, 690858 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:02,435 : INFO : EPOCH 11 - PROGRESS: at 69.61% examples, 690843 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:03,435 : INFO : EPOCH 11 - PROGRESS: at 70.01% examples, 691073 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:04,442 : INFO : EPOCH 11 - PROGRESS: at 70.40% examples, 691222 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:05,443 : INFO : EPOCH 11 - PROGRESS: at 70.74% examples, 691461 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:17:06,463 : INFO : EPOCH 11 - PROGRESS: at 71.11% examples, 691638 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:07,468 : INFO : EPOCH 11 - PROGRESS: at 71.50% examples, 691854 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:08,477 : INFO : EPOCH 11 - PROGRESS: at 71.89% examples, 692058 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:09,484 : INFO : EPOCH 11 - PROGRESS: at 72.27% examples, 692267 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:17:10,505 : INFO : EPOCH 11 - PROGRESS: at 72.64% examples, 692482 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:17:11,521 : INFO : EPOCH 11 - PROGRESS: at 73.00% examples, 692701 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:12,526 : INFO : EPOCH 11 - PROGRESS: at 73.36% examples, 692881 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:13,531 : INFO : EPOCH 11 - PROGRESS: at 73.71% examples, 693079 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:14,537 : INFO : EPOCH 11 - PROGRESS: at 74.07% examples, 693318 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:15,541 : INFO : EPOCH 11 - PROGRESS: at 74.41% examples, 693504 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:16,542 : INFO : EPOCH 11 - PROGRESS: at 74.78% examples, 693716 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:17,547 : INFO : EPOCH 11 - PROGRESS: at 75.12% examples, 693907 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:18,548 : INFO : EPOCH 11 - PROGRESS: at 75.50% examples, 694087 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:19,549 : INFO : EPOCH 11 - PROGRESS: at 75.85% examples, 694225 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:20,558 : INFO : EPOCH 11 - PROGRESS: at 76.23% examples, 694377 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:21,568 : INFO : EPOCH 11 - PROGRESS: at 76.61% examples, 694556 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:22,571 : INFO : EPOCH 11 - PROGRESS: at 76.98% examples, 694794 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:23,598 : INFO : EPOCH 11 - PROGRESS: at 77.34% examples, 694956 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:24,601 : INFO : EPOCH 11 - PROGRESS: at 77.70% examples, 695151 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:25,605 : INFO : EPOCH 11 - PROGRESS: at 78.05% examples, 695304 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:26,610 : INFO : EPOCH 11 - PROGRESS: at 78.38% examples, 695500 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:27,611 : INFO : EPOCH 11 - PROGRESS: at 78.74% examples, 695684 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:28,612 : INFO : EPOCH 11 - PROGRESS: at 79.09% examples, 695909 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:29,620 : INFO : EPOCH 11 - PROGRESS: at 79.45% examples, 696084 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:30,630 : INFO : EPOCH 11 - PROGRESS: at 79.83% examples, 696229 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:31,641 : INFO : EPOCH 11 - PROGRESS: at 80.19% examples, 696450 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:32,641 : INFO : EPOCH 11 - PROGRESS: at 80.52% examples, 696675 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:33,643 : INFO : EPOCH 11 - PROGRESS: at 80.90% examples, 696831 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:34,654 : INFO : EPOCH 11 - PROGRESS: at 81.23% examples, 696976 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:35,660 : INFO : EPOCH 11 - PROGRESS: at 81.58% examples, 697149 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:36,662 : INFO : EPOCH 11 - PROGRESS: at 81.96% examples, 697334 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:37,664 : INFO : EPOCH 11 - PROGRESS: at 82.32% examples, 697453 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:38,675 : INFO : EPOCH 11 - PROGRESS: at 82.69% examples, 697634 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:39,677 : INFO : EPOCH 11 - PROGRESS: at 83.05% examples, 697805 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:40,681 : INFO : EPOCH 11 - PROGRESS: at 83.42% examples, 697963 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:17:41,685 : INFO : EPOCH 11 - PROGRESS: at 83.76% examples, 698164 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:42,690 : INFO : EPOCH 11 - PROGRESS: at 84.13% examples, 698314 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:43,700 : INFO : EPOCH 11 - PROGRESS: at 84.51% examples, 698428 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:17:44,705 : INFO : EPOCH 11 - PROGRESS: at 84.87% examples, 698603 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:45,706 : INFO : EPOCH 11 - PROGRESS: at 85.22% examples, 698761 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:17:46,713 : INFO : EPOCH 11 - PROGRESS: at 85.57% examples, 698863 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:47,720 : INFO : EPOCH 11 - PROGRESS: at 85.95% examples, 699019 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:17:48,720 : INFO : EPOCH 11 - PROGRESS: at 86.32% examples, 699180 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:49,723 : INFO : EPOCH 11 - PROGRESS: at 86.69% examples, 699311 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:50,729 : INFO : EPOCH 11 - PROGRESS: at 87.05% examples, 699467 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:51,733 : INFO : EPOCH 11 - PROGRESS: at 87.42% examples, 699619 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:52,733 : INFO : EPOCH 11 - PROGRESS: at 87.76% examples, 699835 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:53,746 : INFO : EPOCH 11 - PROGRESS: at 88.10% examples, 699942 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:54,751 : INFO : EPOCH 11 - PROGRESS: at 88.44% examples, 700089 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:55,769 : INFO : EPOCH 11 - PROGRESS: at 88.81% examples, 700234 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:56,775 : INFO : EPOCH 11 - PROGRESS: at 89.15% examples, 700419 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:57,786 : INFO : EPOCH 11 - PROGRESS: at 89.52% examples, 700568 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:58,794 : INFO : EPOCH 11 - PROGRESS: at 89.87% examples, 700735 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:17:59,802 : INFO : EPOCH 11 - PROGRESS: at 90.20% examples, 700882 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:00,812 : INFO : EPOCH 11 - PROGRESS: at 90.56% examples, 701054 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:01,824 : INFO : EPOCH 11 - PROGRESS: at 90.93% examples, 701167 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:02,829 : INFO : EPOCH 11 - PROGRESS: at 91.30% examples, 701270 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:03,835 : INFO : EPOCH 11 - PROGRESS: at 91.67% examples, 701408 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:04,844 : INFO : EPOCH 11 - PROGRESS: at 92.05% examples, 701522 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:05,848 : INFO : EPOCH 11 - PROGRESS: at 92.42% examples, 701668 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:06,861 : INFO : EPOCH 11 - PROGRESS: at 92.72% examples, 701851 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:07,871 : INFO : EPOCH 11 - PROGRESS: at 93.08% examples, 701971 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:08,877 : INFO : EPOCH 11 - PROGRESS: at 93.42% examples, 702101 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:09,879 : INFO : EPOCH 11 - PROGRESS: at 93.80% examples, 702237 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:10,885 : INFO : EPOCH 11 - PROGRESS: at 94.13% examples, 702366 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:11,887 : INFO : EPOCH 11 - PROGRESS: at 94.50% examples, 702489 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:12,888 : INFO : EPOCH 11 - PROGRESS: at 94.89% examples, 702649 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:13,904 : INFO : EPOCH 11 - PROGRESS: at 95.25% examples, 702741 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:14,917 : INFO : EPOCH 11 - PROGRESS: at 95.59% examples, 702876 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:15,930 : INFO : EPOCH 11 - PROGRESS: at 95.92% examples, 702996 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:16,940 : INFO : EPOCH 11 - PROGRESS: at 96.28% examples, 703157 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:17,940 : INFO : EPOCH 11 - PROGRESS: at 96.63% examples, 703288 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:18,941 : INFO : EPOCH 11 - PROGRESS: at 96.99% examples, 703417 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:19,942 : INFO : EPOCH 11 - PROGRESS: at 97.36% examples, 703545 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:20,952 : INFO : EPOCH 11 - PROGRESS: at 97.72% examples, 703668 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:21,960 : INFO : EPOCH 11 - PROGRESS: at 98.08% examples, 703747 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:22,963 : INFO : EPOCH 11 - PROGRESS: at 98.44% examples, 703894 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:23,972 : INFO : EPOCH 11 - PROGRESS: at 98.78% examples, 704034 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:24,978 : INFO : EPOCH 11 - PROGRESS: at 99.13% examples, 704142 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:25,980 : INFO : EPOCH 11 - PROGRESS: at 99.46% examples, 704266 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:26,985 : INFO : EPOCH 11 - PROGRESS: at 99.82% examples, 704396 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:27,469 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 01:18:27,471 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 01:18:27,478 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 01:18:27,495 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 01:18:27,496 : INFO : EPOCH - 11 : training on 266955784 raw words (207593481 effective words) took 294.7s, 704427 effective words/s
2020-07-24 01:18:28,507 : INFO : EPOCH 12 - PROGRESS: at 0.29% examples, 734621 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:29,518 : INFO : EPOCH 12 - PROGRESS: at 0.66% examples, 731479 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:30,526 : INFO : EPOCH 12 - PROGRESS: at 1.01% examples, 733885 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:31,544 : INFO : EPOCH 12 - PROGRESS: at 1.38% examples, 734821 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:32,547 : INFO : EPOCH 12 - PROGRESS: at 1.75% examples, 737570 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:33,551 : INFO : EPOCH 12 - PROGRESS: at 2.10% examples, 735434 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:34,562 : INFO : EPOCH 12 - PROGRESS: at 2.47% examples, 737654 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:35,563 : INFO : EPOCH 12 - PROGRESS: at 2.78% examples, 737461 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:18:36,567 : INFO : EPOCH 12 - PROGRESS: at 3.14% examples, 737023 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:18:37,570 : INFO : EPOCH 12 - PROGRESS: at 3.50% examples, 736211 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:38,577 : INFO : EPOCH 12 - PROGRESS: at 3.87% examples, 736327 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:18:39,580 : INFO : EPOCH 12 - PROGRESS: at 4.24% examples, 736925 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:40,582 : INFO : EPOCH 12 - PROGRESS: at 4.60% examples, 736752 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:41,592 : INFO : EPOCH 12 - PROGRESS: at 4.95% examples, 736827 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:42,603 : INFO : EPOCH 12 - PROGRESS: at 5.31% examples, 736694 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:43,608 : INFO : EPOCH 12 - PROGRESS: at 5.66% examples, 737272 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:44,615 : INFO : EPOCH 12 - PROGRESS: at 6.01% examples, 737234 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:45,616 : INFO : EPOCH 12 - PROGRESS: at 6.36% examples, 737074 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:46,621 : INFO : EPOCH 12 - PROGRESS: at 6.70% examples, 737431 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:47,625 : INFO : EPOCH 12 - PROGRESS: at 7.08% examples, 737467 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:48,626 : INFO : EPOCH 12 - PROGRESS: at 7.45% examples, 737473 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:49,628 : INFO : EPOCH 12 - PROGRESS: at 7.82% examples, 737041 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:50,642 : INFO : EPOCH 12 - PROGRESS: at 8.20% examples, 736697 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:51,650 : INFO : EPOCH 12 - PROGRESS: at 8.55% examples, 736583 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:52,652 : INFO : EPOCH 12 - PROGRESS: at 8.92% examples, 736362 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:53,654 : INFO : EPOCH 12 - PROGRESS: at 9.24% examples, 736308 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:54,657 : INFO : EPOCH 12 - PROGRESS: at 9.58% examples, 736926 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:55,663 : INFO : EPOCH 12 - PROGRESS: at 9.94% examples, 736564 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:56,682 : INFO : EPOCH 12 - PROGRESS: at 10.30% examples, 736580 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:57,691 : INFO : EPOCH 12 - PROGRESS: at 10.66% examples, 736601 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:58,691 : INFO : EPOCH 12 - PROGRESS: at 11.02% examples, 736967 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:18:59,695 : INFO : EPOCH 12 - PROGRESS: at 11.38% examples, 737344 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:00,699 : INFO : EPOCH 12 - PROGRESS: at 11.73% examples, 737152 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:01,717 : INFO : EPOCH 12 - PROGRESS: at 12.08% examples, 737147 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:19:02,720 : INFO : EPOCH 12 - PROGRESS: at 12.40% examples, 737477 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:03,732 : INFO : EPOCH 12 - PROGRESS: at 12.75% examples, 737039 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:19:04,737 : INFO : EPOCH 12 - PROGRESS: at 13.11% examples, 737173 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:05,739 : INFO : EPOCH 12 - PROGRESS: at 13.47% examples, 737324 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:06,742 : INFO : EPOCH 12 - PROGRESS: at 13.83% examples, 737296 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:07,754 : INFO : EPOCH 12 - PROGRESS: at 14.19% examples, 737090 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:08,754 : INFO : EPOCH 12 - PROGRESS: at 14.53% examples, 737132 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:09,761 : INFO : EPOCH 12 - PROGRESS: at 14.89% examples, 737004 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:10,762 : INFO : EPOCH 12 - PROGRESS: at 15.24% examples, 737052 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:11,762 : INFO : EPOCH 12 - PROGRESS: at 15.60% examples, 736945 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:19:12,767 : INFO : EPOCH 12 - PROGRESS: at 15.93% examples, 737090 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:13,767 : INFO : EPOCH 12 - PROGRESS: at 16.28% examples, 737013 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:14,769 : INFO : EPOCH 12 - PROGRESS: at 16.66% examples, 736876 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:15,771 : INFO : EPOCH 12 - PROGRESS: at 17.03% examples, 737001 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:16,773 : INFO : EPOCH 12 - PROGRESS: at 17.39% examples, 736701 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:17,787 : INFO : EPOCH 12 - PROGRESS: at 17.77% examples, 736710 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:18,791 : INFO : EPOCH 12 - PROGRESS: at 18.14% examples, 736800 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:19:19,792 : INFO : EPOCH 12 - PROGRESS: at 18.52% examples, 736839 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:20,793 : INFO : EPOCH 12 - PROGRESS: at 18.87% examples, 736958 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:21,799 : INFO : EPOCH 12 - PROGRESS: at 19.22% examples, 737078 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:22,805 : INFO : EPOCH 12 - PROGRESS: at 19.56% examples, 737148 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:23,806 : INFO : EPOCH 12 - PROGRESS: at 19.93% examples, 736943 words/s, in_qsize 8, out_qsize 1
2020-07-24 01:19:24,808 : INFO : EPOCH 12 - PROGRESS: at 20.26% examples, 737308 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:25,816 : INFO : EPOCH 12 - PROGRESS: at 20.63% examples, 737126 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:26,821 : INFO : EPOCH 12 - PROGRESS: at 20.97% examples, 737116 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:27,837 : INFO : EPOCH 12 - PROGRESS: at 21.32% examples, 737117 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:28,839 : INFO : EPOCH 12 - PROGRESS: at 21.68% examples, 737217 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:29,847 : INFO : EPOCH 12 - PROGRESS: at 22.04% examples, 737228 words/s, in_qsize 8, out_qsize 1
2020-07-24 01:19:30,848 : INFO : EPOCH 12 - PROGRESS: at 22.42% examples, 737251 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:31,861 : INFO : EPOCH 12 - PROGRESS: at 22.80% examples, 737140 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:32,863 : INFO : EPOCH 12 - PROGRESS: at 23.16% examples, 737042 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:33,869 : INFO : EPOCH 12 - PROGRESS: at 23.54% examples, 737140 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:19:34,871 : INFO : EPOCH 12 - PROGRESS: at 23.91% examples, 737217 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:35,880 : INFO : EPOCH 12 - PROGRESS: at 24.24% examples, 737299 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:36,888 : INFO : EPOCH 12 - PROGRESS: at 24.61% examples, 737241 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:37,890 : INFO : EPOCH 12 - PROGRESS: at 24.96% examples, 737254 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:38,902 : INFO : EPOCH 12 - PROGRESS: at 25.34% examples, 736668 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:39,912 : INFO : EPOCH 12 - PROGRESS: at 25.69% examples, 736354 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:40,919 : INFO : EPOCH 12 - PROGRESS: at 26.04% examples, 735632 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:41,941 : INFO : EPOCH 12 - PROGRESS: at 26.33% examples, 734141 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:42,952 : INFO : EPOCH 12 - PROGRESS: at 26.69% examples, 734196 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:43,963 : INFO : EPOCH 12 - PROGRESS: at 27.04% examples, 734448 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:44,975 : INFO : EPOCH 12 - PROGRESS: at 27.39% examples, 734550 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:19:45,976 : INFO : EPOCH 12 - PROGRESS: at 27.72% examples, 734606 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:46,978 : INFO : EPOCH 12 - PROGRESS: at 28.09% examples, 734641 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:47,989 : INFO : EPOCH 12 - PROGRESS: at 28.45% examples, 734566 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:48,989 : INFO : EPOCH 12 - PROGRESS: at 28.80% examples, 734622 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:49,996 : INFO : EPOCH 12 - PROGRESS: at 29.15% examples, 734663 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:51,002 : INFO : EPOCH 12 - PROGRESS: at 29.51% examples, 734795 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:52,007 : INFO : EPOCH 12 - PROGRESS: at 29.86% examples, 734889 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:53,038 : INFO : EPOCH 12 - PROGRESS: at 30.24% examples, 734878 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:54,053 : INFO : EPOCH 12 - PROGRESS: at 30.58% examples, 734955 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:55,057 : INFO : EPOCH 12 - PROGRESS: at 30.96% examples, 734997 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:56,076 : INFO : EPOCH 12 - PROGRESS: at 31.34% examples, 734917 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:57,080 : INFO : EPOCH 12 - PROGRESS: at 31.72% examples, 735018 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:58,094 : INFO : EPOCH 12 - PROGRESS: at 32.10% examples, 734976 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:19:59,094 : INFO : EPOCH 12 - PROGRESS: at 32.46% examples, 734972 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:00,101 : INFO : EPOCH 12 - PROGRESS: at 32.85% examples, 735083 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:01,102 : INFO : EPOCH 12 - PROGRESS: at 33.21% examples, 735041 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:02,115 : INFO : EPOCH 12 - PROGRESS: at 33.56% examples, 735133 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:03,126 : INFO : EPOCH 12 - PROGRESS: at 33.91% examples, 735112 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:04,135 : INFO : EPOCH 12 - PROGRESS: at 34.24% examples, 735148 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:20:05,153 : INFO : EPOCH 12 - PROGRESS: at 34.61% examples, 735174 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:06,156 : INFO : EPOCH 12 - PROGRESS: at 34.97% examples, 735281 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:07,175 : INFO : EPOCH 12 - PROGRESS: at 35.32% examples, 735169 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:08,181 : INFO : EPOCH 12 - PROGRESS: at 35.64% examples, 735389 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:09,193 : INFO : EPOCH 12 - PROGRESS: at 36.00% examples, 735387 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:10,201 : INFO : EPOCH 12 - PROGRESS: at 36.36% examples, 735416 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:11,203 : INFO : EPOCH 12 - PROGRESS: at 36.75% examples, 735470 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:12,207 : INFO : EPOCH 12 - PROGRESS: at 37.12% examples, 735506 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:20:13,209 : INFO : EPOCH 12 - PROGRESS: at 37.50% examples, 735567 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:14,218 : INFO : EPOCH 12 - PROGRESS: at 37.84% examples, 735471 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:15,223 : INFO : EPOCH 12 - PROGRESS: at 38.21% examples, 735493 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:16,224 : INFO : EPOCH 12 - PROGRESS: at 38.57% examples, 735496 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:17,235 : INFO : EPOCH 12 - PROGRESS: at 38.93% examples, 735519 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:18,236 : INFO : EPOCH 12 - PROGRESS: at 39.29% examples, 735628 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:19,244 : INFO : EPOCH 12 - PROGRESS: at 39.64% examples, 735677 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:20,248 : INFO : EPOCH 12 - PROGRESS: at 39.98% examples, 735762 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:21,258 : INFO : EPOCH 12 - PROGRESS: at 40.31% examples, 735744 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:22,263 : INFO : EPOCH 12 - PROGRESS: at 40.67% examples, 735759 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:23,266 : INFO : EPOCH 12 - PROGRESS: at 41.01% examples, 735680 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:24,269 : INFO : EPOCH 12 - PROGRESS: at 41.35% examples, 735675 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:20:25,272 : INFO : EPOCH 12 - PROGRESS: at 41.71% examples, 735724 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:26,282 : INFO : EPOCH 12 - PROGRESS: at 42.06% examples, 735817 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:27,306 : INFO : EPOCH 12 - PROGRESS: at 42.43% examples, 735772 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:28,307 : INFO : EPOCH 12 - PROGRESS: at 42.80% examples, 735781 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:29,313 : INFO : EPOCH 12 - PROGRESS: at 43.17% examples, 735792 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:30,319 : INFO : EPOCH 12 - PROGRESS: at 43.54% examples, 735782 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:31,321 : INFO : EPOCH 12 - PROGRESS: at 43.88% examples, 735887 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:32,328 : INFO : EPOCH 12 - PROGRESS: at 44.23% examples, 735872 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:20:33,336 : INFO : EPOCH 12 - PROGRESS: at 44.61% examples, 735905 words/s, in_qsize 8, out_qsize 1
2020-07-24 01:20:34,350 : INFO : EPOCH 12 - PROGRESS: at 44.97% examples, 735919 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:35,375 : INFO : EPOCH 12 - PROGRESS: at 45.33% examples, 735910 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:36,385 : INFO : EPOCH 12 - PROGRESS: at 45.69% examples, 735942 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:37,386 : INFO : EPOCH 12 - PROGRESS: at 46.03% examples, 735984 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:38,401 : INFO : EPOCH 12 - PROGRESS: at 46.40% examples, 736025 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:39,413 : INFO : EPOCH 12 - PROGRESS: at 46.72% examples, 736047 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:40,418 : INFO : EPOCH 12 - PROGRESS: at 47.09% examples, 736105 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:41,428 : INFO : EPOCH 12 - PROGRESS: at 47.42% examples, 736062 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:20:42,436 : INFO : EPOCH 12 - PROGRESS: at 47.76% examples, 736093 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:43,439 : INFO : EPOCH 12 - PROGRESS: at 48.11% examples, 736093 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:44,451 : INFO : EPOCH 12 - PROGRESS: at 48.45% examples, 736142 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:45,463 : INFO : EPOCH 12 - PROGRESS: at 48.81% examples, 736118 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:46,471 : INFO : EPOCH 12 - PROGRESS: at 49.19% examples, 736133 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:47,475 : INFO : EPOCH 12 - PROGRESS: at 49.55% examples, 736168 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:48,479 : INFO : EPOCH 12 - PROGRESS: at 49.91% examples, 736190 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:20:49,489 : INFO : EPOCH 12 - PROGRESS: at 50.27% examples, 736196 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:50,520 : INFO : EPOCH 12 - PROGRESS: at 50.64% examples, 736134 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:51,521 : INFO : EPOCH 12 - PROGRESS: at 50.98% examples, 736208 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:52,522 : INFO : EPOCH 12 - PROGRESS: at 51.32% examples, 736235 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:53,527 : INFO : EPOCH 12 - PROGRESS: at 51.67% examples, 736187 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:54,536 : INFO : EPOCH 12 - PROGRESS: at 52.03% examples, 736240 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:55,552 : INFO : EPOCH 12 - PROGRESS: at 52.38% examples, 736177 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:56,552 : INFO : EPOCH 12 - PROGRESS: at 52.72% examples, 736279 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:57,564 : INFO : EPOCH 12 - PROGRESS: at 53.10% examples, 736290 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:58,572 : INFO : EPOCH 12 - PROGRESS: at 53.43% examples, 736224 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:20:59,573 : INFO : EPOCH 12 - PROGRESS: at 53.80% examples, 736321 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:00,580 : INFO : EPOCH 12 - PROGRESS: at 54.14% examples, 736311 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:01,584 : INFO : EPOCH 12 - PROGRESS: at 54.50% examples, 736244 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:02,587 : INFO : EPOCH 12 - PROGRESS: at 54.81% examples, 736289 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:03,588 : INFO : EPOCH 12 - PROGRESS: at 55.17% examples, 736330 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:04,611 : INFO : EPOCH 12 - PROGRESS: at 55.50% examples, 736389 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:05,617 : INFO : EPOCH 12 - PROGRESS: at 55.86% examples, 736424 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:06,619 : INFO : EPOCH 12 - PROGRESS: at 56.20% examples, 736486 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:21:07,627 : INFO : EPOCH 12 - PROGRESS: at 56.56% examples, 736483 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:08,637 : INFO : EPOCH 12 - PROGRESS: at 56.93% examples, 736436 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:09,640 : INFO : EPOCH 12 - PROGRESS: at 57.32% examples, 736529 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:10,654 : INFO : EPOCH 12 - PROGRESS: at 57.68% examples, 736416 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:11,666 : INFO : EPOCH 12 - PROGRESS: at 58.06% examples, 736397 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:12,671 : INFO : EPOCH 12 - PROGRESS: at 58.43% examples, 736392 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:13,673 : INFO : EPOCH 12 - PROGRESS: at 58.77% examples, 736433 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:14,675 : INFO : EPOCH 12 - PROGRESS: at 59.11% examples, 736473 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:15,682 : INFO : EPOCH 12 - PROGRESS: at 59.44% examples, 736509 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:16,689 : INFO : EPOCH 12 - PROGRESS: at 59.80% examples, 736533 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:17,700 : INFO : EPOCH 12 - PROGRESS: at 60.16% examples, 736549 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:21:18,705 : INFO : EPOCH 12 - PROGRESS: at 60.55% examples, 736523 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:19,714 : INFO : EPOCH 12 - PROGRESS: at 60.92% examples, 736524 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:20,724 : INFO : EPOCH 12 - PROGRESS: at 61.28% examples, 736482 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:21,726 : INFO : EPOCH 12 - PROGRESS: at 61.63% examples, 736553 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:22,728 : INFO : EPOCH 12 - PROGRESS: at 61.99% examples, 736527 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:23,728 : INFO : EPOCH 12 - PROGRESS: at 62.36% examples, 736488 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:24,737 : INFO : EPOCH 12 - PROGRESS: at 62.71% examples, 736506 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:21:25,743 : INFO : EPOCH 12 - PROGRESS: at 63.07% examples, 736531 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:26,745 : INFO : EPOCH 12 - PROGRESS: at 63.44% examples, 736496 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:27,747 : INFO : EPOCH 12 - PROGRESS: at 63.81% examples, 736527 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:28,747 : INFO : EPOCH 12 - PROGRESS: at 64.12% examples, 736567 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:29,758 : INFO : EPOCH 12 - PROGRESS: at 64.45% examples, 736633 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:30,769 : INFO : EPOCH 12 - PROGRESS: at 64.84% examples, 736571 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:31,776 : INFO : EPOCH 12 - PROGRESS: at 65.20% examples, 736608 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:32,780 : INFO : EPOCH 12 - PROGRESS: at 65.56% examples, 736657 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:21:33,801 : INFO : EPOCH 12 - PROGRESS: at 65.91% examples, 736668 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:34,801 : INFO : EPOCH 12 - PROGRESS: at 66.28% examples, 736694 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:35,803 : INFO : EPOCH 12 - PROGRESS: at 66.65% examples, 736643 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:36,805 : INFO : EPOCH 12 - PROGRESS: at 67.01% examples, 736615 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:37,807 : INFO : EPOCH 12 - PROGRESS: at 67.36% examples, 736634 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:38,818 : INFO : EPOCH 12 - PROGRESS: at 67.71% examples, 736644 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:39,829 : INFO : EPOCH 12 - PROGRESS: at 68.09% examples, 736634 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:40,836 : INFO : EPOCH 12 - PROGRESS: at 68.45% examples, 736621 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:41,840 : INFO : EPOCH 12 - PROGRESS: at 68.83% examples, 736623 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:42,842 : INFO : EPOCH 12 - PROGRESS: at 69.21% examples, 736581 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:43,847 : INFO : EPOCH 12 - PROGRESS: at 69.52% examples, 736637 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:44,855 : INFO : EPOCH 12 - PROGRESS: at 69.91% examples, 736659 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:45,858 : INFO : EPOCH 12 - PROGRESS: at 70.31% examples, 736697 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:46,864 : INFO : EPOCH 12 - PROGRESS: at 70.65% examples, 736673 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:47,868 : INFO : EPOCH 12 - PROGRESS: at 71.03% examples, 736645 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:48,879 : INFO : EPOCH 12 - PROGRESS: at 71.42% examples, 736660 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:21:49,881 : INFO : EPOCH 12 - PROGRESS: at 71.80% examples, 736643 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:50,891 : INFO : EPOCH 12 - PROGRESS: at 72.18% examples, 736636 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:51,899 : INFO : EPOCH 12 - PROGRESS: at 72.54% examples, 736654 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:52,903 : INFO : EPOCH 12 - PROGRESS: at 72.90% examples, 736632 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:21:53,910 : INFO : EPOCH 12 - PROGRESS: at 73.26% examples, 736613 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:54,913 : INFO : EPOCH 12 - PROGRESS: at 73.60% examples, 736613 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:21:55,928 : INFO : EPOCH 12 - PROGRESS: at 73.96% examples, 736647 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:56,930 : INFO : EPOCH 12 - PROGRESS: at 74.31% examples, 736609 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:21:57,935 : INFO : EPOCH 12 - PROGRESS: at 74.67% examples, 736598 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:58,939 : INFO : EPOCH 12 - PROGRESS: at 75.03% examples, 736669 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:21:59,940 : INFO : EPOCH 12 - PROGRESS: at 75.41% examples, 736619 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:00,946 : INFO : EPOCH 12 - PROGRESS: at 75.76% examples, 736622 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:01,966 : INFO : EPOCH 12 - PROGRESS: at 76.14% examples, 736606 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:02,992 : INFO : EPOCH 12 - PROGRESS: at 76.53% examples, 736580 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:03,993 : INFO : EPOCH 12 - PROGRESS: at 76.89% examples, 736622 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:04,997 : INFO : EPOCH 12 - PROGRESS: at 77.25% examples, 736633 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:05,999 : INFO : EPOCH 12 - PROGRESS: at 77.61% examples, 736618 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:07,001 : INFO : EPOCH 12 - PROGRESS: at 77.97% examples, 736643 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:08,004 : INFO : EPOCH 12 - PROGRESS: at 78.30% examples, 736650 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:09,005 : INFO : EPOCH 12 - PROGRESS: at 78.65% examples, 736649 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:10,009 : INFO : EPOCH 12 - PROGRESS: at 79.00% examples, 736644 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:11,014 : INFO : EPOCH 12 - PROGRESS: at 79.34% examples, 736648 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:22:12,015 : INFO : EPOCH 12 - PROGRESS: at 79.74% examples, 736637 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:13,029 : INFO : EPOCH 12 - PROGRESS: at 80.08% examples, 736626 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:14,039 : INFO : EPOCH 12 - PROGRESS: at 80.43% examples, 736665 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:15,054 : INFO : EPOCH 12 - PROGRESS: at 80.80% examples, 736682 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:16,067 : INFO : EPOCH 12 - PROGRESS: at 81.15% examples, 736722 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:17,081 : INFO : EPOCH 12 - PROGRESS: at 81.50% examples, 736733 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:18,095 : INFO : EPOCH 12 - PROGRESS: at 81.87% examples, 736724 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:19,105 : INFO : EPOCH 12 - PROGRESS: at 82.23% examples, 736566 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:20,111 : INFO : EPOCH 12 - PROGRESS: at 82.58% examples, 736444 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:21,113 : INFO : EPOCH 12 - PROGRESS: at 82.90% examples, 736171 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:22,122 : INFO : EPOCH 12 - PROGRESS: at 83.22% examples, 735734 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:23,125 : INFO : EPOCH 12 - PROGRESS: at 83.57% examples, 735758 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:24,130 : INFO : EPOCH 12 - PROGRESS: at 83.94% examples, 735769 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:22:25,135 : INFO : EPOCH 12 - PROGRESS: at 84.32% examples, 735823 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:26,145 : INFO : EPOCH 12 - PROGRESS: at 84.69% examples, 735806 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:22:27,148 : INFO : EPOCH 12 - PROGRESS: at 85.04% examples, 735833 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:28,152 : INFO : EPOCH 12 - PROGRESS: at 85.38% examples, 735813 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:22:29,156 : INFO : EPOCH 12 - PROGRESS: at 85.76% examples, 735801 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:30,159 : INFO : EPOCH 12 - PROGRESS: at 86.13% examples, 735786 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:31,166 : INFO : EPOCH 12 - PROGRESS: at 86.49% examples, 735796 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:32,170 : INFO : EPOCH 12 - PROGRESS: at 86.87% examples, 735817 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:33,175 : INFO : EPOCH 12 - PROGRESS: at 87.22% examples, 735811 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:34,175 : INFO : EPOCH 12 - PROGRESS: at 87.57% examples, 735857 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:35,179 : INFO : EPOCH 12 - PROGRESS: at 87.92% examples, 735890 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:36,187 : INFO : EPOCH 12 - PROGRESS: at 88.25% examples, 735866 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:37,187 : INFO : EPOCH 12 - PROGRESS: at 88.63% examples, 735866 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:38,188 : INFO : EPOCH 12 - PROGRESS: at 88.95% examples, 735859 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:39,190 : INFO : EPOCH 12 - PROGRESS: at 89.30% examples, 735839 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:40,194 : INFO : EPOCH 12 - PROGRESS: at 89.66% examples, 735846 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:41,197 : INFO : EPOCH 12 - PROGRESS: at 89.99% examples, 735823 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:42,198 : INFO : EPOCH 12 - PROGRESS: at 90.33% examples, 735909 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:43,199 : INFO : EPOCH 12 - PROGRESS: at 90.69% examples, 735901 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:22:44,208 : INFO : EPOCH 12 - PROGRESS: at 91.08% examples, 735872 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:45,214 : INFO : EPOCH 12 - PROGRESS: at 91.43% examples, 735862 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:46,220 : INFO : EPOCH 12 - PROGRESS: at 91.81% examples, 735814 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:47,235 : INFO : EPOCH 12 - PROGRESS: at 92.18% examples, 735829 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:48,240 : INFO : EPOCH 12 - PROGRESS: at 92.52% examples, 735844 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:49,246 : INFO : EPOCH 12 - PROGRESS: at 92.84% examples, 735896 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:50,259 : INFO : EPOCH 12 - PROGRESS: at 93.21% examples, 735869 words/s, in_qsize 8, out_qsize 1
2020-07-24 01:22:51,272 : INFO : EPOCH 12 - PROGRESS: at 93.56% examples, 735891 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:52,287 : INFO : EPOCH 12 - PROGRESS: at 93.92% examples, 735889 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:53,288 : INFO : EPOCH 12 - PROGRESS: at 94.27% examples, 735893 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:54,302 : INFO : EPOCH 12 - PROGRESS: at 94.65% examples, 735883 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:55,302 : INFO : EPOCH 12 - PROGRESS: at 95.03% examples, 735889 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:56,307 : INFO : EPOCH 12 - PROGRESS: at 95.38% examples, 735915 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:57,311 : INFO : EPOCH 12 - PROGRESS: at 95.71% examples, 735947 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:22:58,330 : INFO : EPOCH 12 - PROGRESS: at 96.05% examples, 735933 words/s, in_qsize 8, out_qsize 1
2020-07-24 01:22:59,339 : INFO : EPOCH 12 - PROGRESS: at 96.41% examples, 736014 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:00,347 : INFO : EPOCH 12 - PROGRESS: at 96.77% examples, 736003 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:23:01,369 : INFO : EPOCH 12 - PROGRESS: at 97.12% examples, 735936 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:02,373 : INFO : EPOCH 12 - PROGRESS: at 97.49% examples, 735967 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:03,374 : INFO : EPOCH 12 - PROGRESS: at 97.85% examples, 736004 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:23:04,379 : INFO : EPOCH 12 - PROGRESS: at 98.22% examples, 735959 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:05,387 : INFO : EPOCH 12 - PROGRESS: at 98.56% examples, 735990 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:06,391 : INFO : EPOCH 12 - PROGRESS: at 98.90% examples, 736014 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:23:07,394 : INFO : EPOCH 12 - PROGRESS: at 99.25% examples, 736008 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:08,397 : INFO : EPOCH 12 - PROGRESS: at 99.58% examples, 736015 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:09,402 : INFO : EPOCH 12 - PROGRESS: at 99.95% examples, 736002 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:09,525 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 01:23:09,527 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 01:23:09,531 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 01:23:09,540 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 01:23:09,541 : INFO : EPOCH - 12 : training on 266955784 raw words (207590492 effective words) took 282.0s, 736030 effective words/s
2020-07-24 01:23:10,548 : INFO : EPOCH 13 - PROGRESS: at 0.29% examples, 736891 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:11,557 : INFO : EPOCH 13 - PROGRESS: at 0.66% examples, 733321 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:12,564 : INFO : EPOCH 13 - PROGRESS: at 1.01% examples, 732826 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:13,568 : INFO : EPOCH 13 - PROGRESS: at 1.37% examples, 734686 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:14,585 : INFO : EPOCH 13 - PROGRESS: at 1.73% examples, 732684 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:23:15,587 : INFO : EPOCH 13 - PROGRESS: at 2.10% examples, 735437 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:16,592 : INFO : EPOCH 13 - PROGRESS: at 2.47% examples, 735252 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:17,599 : INFO : EPOCH 13 - PROGRESS: at 2.77% examples, 736135 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:18,602 : INFO : EPOCH 13 - PROGRESS: at 3.13% examples, 736151 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:23:19,605 : INFO : EPOCH 13 - PROGRESS: at 3.49% examples, 735933 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:23:20,606 : INFO : EPOCH 13 - PROGRESS: at 3.86% examples, 735974 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:21,608 : INFO : EPOCH 13 - PROGRESS: at 4.23% examples, 735978 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:22,617 : INFO : EPOCH 13 - PROGRESS: at 4.59% examples, 735621 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:23:23,624 : INFO : EPOCH 13 - PROGRESS: at 4.94% examples, 735839 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:24,627 : INFO : EPOCH 13 - PROGRESS: at 5.30% examples, 736066 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:25,628 : INFO : EPOCH 13 - PROGRESS: at 5.65% examples, 736568 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:26,635 : INFO : EPOCH 13 - PROGRESS: at 6.00% examples, 736896 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:27,638 : INFO : EPOCH 13 - PROGRESS: at 6.35% examples, 736708 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:28,643 : INFO : EPOCH 13 - PROGRESS: at 6.69% examples, 737051 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:23:29,644 : INFO : EPOCH 13 - PROGRESS: at 7.06% examples, 736616 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:30,650 : INFO : EPOCH 13 - PROGRESS: at 7.43% examples, 736327 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:31,658 : INFO : EPOCH 13 - PROGRESS: at 7.80% examples, 736091 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:32,687 : INFO : EPOCH 13 - PROGRESS: at 8.18% examples, 735377 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:33,687 : INFO : EPOCH 13 - PROGRESS: at 8.54% examples, 735453 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:34,698 : INFO : EPOCH 13 - PROGRESS: at 8.91% examples, 735460 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:35,703 : INFO : EPOCH 13 - PROGRESS: at 9.24% examples, 735823 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:36,705 : INFO : EPOCH 13 - PROGRESS: at 9.57% examples, 735853 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:37,722 : INFO : EPOCH 13 - PROGRESS: at 9.93% examples, 735417 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:38,730 : INFO : EPOCH 13 - PROGRESS: at 10.28% examples, 735488 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:39,737 : INFO : EPOCH 13 - PROGRESS: at 10.65% examples, 735544 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:40,744 : INFO : EPOCH 13 - PROGRESS: at 11.00% examples, 735794 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:23:41,750 : INFO : EPOCH 13 - PROGRESS: at 11.36% examples, 736126 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:42,755 : INFO : EPOCH 13 - PROGRESS: at 11.72% examples, 736159 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:43,775 : INFO : EPOCH 13 - PROGRESS: at 12.07% examples, 736054 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:44,784 : INFO : EPOCH 13 - PROGRESS: at 12.39% examples, 736417 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:45,791 : INFO : EPOCH 13 - PROGRESS: at 12.74% examples, 736102 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:46,807 : INFO : EPOCH 13 - PROGRESS: at 13.09% examples, 735853 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:47,809 : INFO : EPOCH 13 - PROGRESS: at 13.45% examples, 735879 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:48,821 : INFO : EPOCH 13 - PROGRESS: at 13.82% examples, 735746 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:23:49,823 : INFO : EPOCH 13 - PROGRESS: at 14.17% examples, 735502 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:50,826 : INFO : EPOCH 13 - PROGRESS: at 14.50% examples, 735692 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:51,838 : INFO : EPOCH 13 - PROGRESS: at 14.87% examples, 735285 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:52,841 : INFO : EPOCH 13 - PROGRESS: at 15.21% examples, 735432 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:53,850 : INFO : EPOCH 13 - PROGRESS: at 15.57% examples, 735403 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:54,854 : INFO : EPOCH 13 - PROGRESS: at 15.91% examples, 735427 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:55,882 : INFO : EPOCH 13 - PROGRESS: at 16.27% examples, 735215 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:56,887 : INFO : EPOCH 13 - PROGRESS: at 16.65% examples, 735154 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:57,897 : INFO : EPOCH 13 - PROGRESS: at 17.02% examples, 735215 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:58,907 : INFO : EPOCH 13 - PROGRESS: at 17.38% examples, 735168 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:23:59,912 : INFO : EPOCH 13 - PROGRESS: at 17.76% examples, 735024 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:00,919 : INFO : EPOCH 13 - PROGRESS: at 18.12% examples, 734947 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:24:01,930 : INFO : EPOCH 13 - PROGRESS: at 18.51% examples, 734916 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:02,940 : INFO : EPOCH 13 - PROGRESS: at 18.85% examples, 734661 words/s, in_qsize 7, out_qsize 2
2020-07-24 01:24:03,940 : INFO : EPOCH 13 - PROGRESS: at 19.20% examples, 734888 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:04,946 : INFO : EPOCH 13 - PROGRESS: at 19.55% examples, 735023 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:05,947 : INFO : EPOCH 13 - PROGRESS: at 19.91% examples, 735140 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:06,950 : INFO : EPOCH 13 - PROGRESS: at 20.25% examples, 735238 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:07,957 : INFO : EPOCH 13 - PROGRESS: at 20.61% examples, 735223 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:08,959 : INFO : EPOCH 13 - PROGRESS: at 20.95% examples, 735254 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:09,962 : INFO : EPOCH 13 - PROGRESS: at 21.30% examples, 735570 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:10,963 : INFO : EPOCH 13 - PROGRESS: at 21.66% examples, 735461 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:11,970 : INFO : EPOCH 13 - PROGRESS: at 22.02% examples, 735568 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:12,986 : INFO : EPOCH 13 - PROGRESS: at 22.39% examples, 735365 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:13,991 : INFO : EPOCH 13 - PROGRESS: at 22.78% examples, 735527 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:15,011 : INFO : EPOCH 13 - PROGRESS: at 23.14% examples, 735431 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:16,019 : INFO : EPOCH 13 - PROGRESS: at 23.52% examples, 735353 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:17,032 : INFO : EPOCH 13 - PROGRESS: at 23.89% examples, 735376 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:18,042 : INFO : EPOCH 13 - PROGRESS: at 24.23% examples, 735444 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:19,060 : INFO : EPOCH 13 - PROGRESS: at 24.60% examples, 735325 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:20,065 : INFO : EPOCH 13 - PROGRESS: at 24.95% examples, 735300 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:21,071 : INFO : EPOCH 13 - PROGRESS: at 25.34% examples, 735249 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:22,073 : INFO : EPOCH 13 - PROGRESS: at 25.69% examples, 735314 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:23,074 : INFO : EPOCH 13 - PROGRESS: at 26.06% examples, 735175 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:24,077 : INFO : EPOCH 13 - PROGRESS: at 26.41% examples, 735248 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:25,085 : INFO : EPOCH 13 - PROGRESS: at 26.75% examples, 735296 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:26,093 : INFO : EPOCH 13 - PROGRESS: at 27.10% examples, 735486 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:27,103 : INFO : EPOCH 13 - PROGRESS: at 27.45% examples, 735464 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:28,103 : INFO : EPOCH 13 - PROGRESS: at 27.80% examples, 735647 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:29,106 : INFO : EPOCH 13 - PROGRESS: at 28.15% examples, 735641 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:30,114 : INFO : EPOCH 13 - PROGRESS: at 28.51% examples, 735586 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:31,119 : INFO : EPOCH 13 - PROGRESS: at 28.86% examples, 735454 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:32,140 : INFO : EPOCH 13 - PROGRESS: at 29.22% examples, 735514 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:33,145 : INFO : EPOCH 13 - PROGRESS: at 29.58% examples, 735693 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:34,147 : INFO : EPOCH 13 - PROGRESS: at 29.93% examples, 735666 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:35,147 : INFO : EPOCH 13 - PROGRESS: at 30.29% examples, 735601 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:24:36,159 : INFO : EPOCH 13 - PROGRESS: at 30.62% examples, 735728 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:37,162 : INFO : EPOCH 13 - PROGRESS: at 31.01% examples, 735564 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:24:38,163 : INFO : EPOCH 13 - PROGRESS: at 31.39% examples, 735550 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:39,176 : INFO : EPOCH 13 - PROGRESS: at 31.78% examples, 735505 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:40,179 : INFO : EPOCH 13 - PROGRESS: at 32.15% examples, 735568 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:41,190 : INFO : EPOCH 13 - PROGRESS: at 32.50% examples, 735517 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:42,192 : INFO : EPOCH 13 - PROGRESS: at 32.89% examples, 735448 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:43,199 : INFO : EPOCH 13 - PROGRESS: at 33.24% examples, 735377 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:44,203 : INFO : EPOCH 13 - PROGRESS: at 33.60% examples, 735421 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:45,221 : INFO : EPOCH 13 - PROGRESS: at 33.93% examples, 735458 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:46,225 : INFO : EPOCH 13 - PROGRESS: at 34.28% examples, 735437 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:24:47,239 : INFO : EPOCH 13 - PROGRESS: at 34.64% examples, 735420 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:48,243 : INFO : EPOCH 13 - PROGRESS: at 35.00% examples, 735503 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:49,244 : INFO : EPOCH 13 - PROGRESS: at 35.35% examples, 735609 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:50,250 : INFO : EPOCH 13 - PROGRESS: at 35.66% examples, 735587 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:51,255 : INFO : EPOCH 13 - PROGRESS: at 36.01% examples, 735566 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:52,267 : INFO : EPOCH 13 - PROGRESS: at 36.38% examples, 735535 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:53,273 : INFO : EPOCH 13 - PROGRESS: at 36.77% examples, 735594 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:54,280 : INFO : EPOCH 13 - PROGRESS: at 37.14% examples, 735578 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:55,281 : INFO : EPOCH 13 - PROGRESS: at 37.52% examples, 735639 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:56,283 : INFO : EPOCH 13 - PROGRESS: at 37.86% examples, 735668 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:57,289 : INFO : EPOCH 13 - PROGRESS: at 38.23% examples, 735532 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:58,297 : INFO : EPOCH 13 - PROGRESS: at 38.58% examples, 735481 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:24:59,319 : INFO : EPOCH 13 - PROGRESS: at 38.93% examples, 735095 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:00,339 : INFO : EPOCH 13 - PROGRESS: at 39.26% examples, 734759 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:01,341 : INFO : EPOCH 13 - PROGRESS: at 39.58% examples, 734046 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:02,353 : INFO : EPOCH 13 - PROGRESS: at 39.89% examples, 733396 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:03,360 : INFO : EPOCH 13 - PROGRESS: at 40.21% examples, 733428 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:04,378 : INFO : EPOCH 13 - PROGRESS: at 40.56% examples, 733393 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:05,382 : INFO : EPOCH 13 - PROGRESS: at 40.92% examples, 733380 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:06,383 : INFO : EPOCH 13 - PROGRESS: at 41.26% examples, 733463 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:07,400 : INFO : EPOCH 13 - PROGRESS: at 41.62% examples, 733488 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:08,413 : INFO : EPOCH 13 - PROGRESS: at 41.96% examples, 733548 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:09,428 : INFO : EPOCH 13 - PROGRESS: at 42.33% examples, 733435 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:10,429 : INFO : EPOCH 13 - PROGRESS: at 42.68% examples, 733635 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:11,431 : INFO : EPOCH 13 - PROGRESS: at 43.06% examples, 733555 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:12,451 : INFO : EPOCH 13 - PROGRESS: at 43.43% examples, 733483 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:13,454 : INFO : EPOCH 13 - PROGRESS: at 43.78% examples, 733625 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:14,465 : INFO : EPOCH 13 - PROGRESS: at 44.12% examples, 733593 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:15,465 : INFO : EPOCH 13 - PROGRESS: at 44.48% examples, 733580 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:25:16,468 : INFO : EPOCH 13 - PROGRESS: at 44.86% examples, 733614 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:17,480 : INFO : EPOCH 13 - PROGRESS: at 45.21% examples, 733564 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:25:18,486 : INFO : EPOCH 13 - PROGRESS: at 45.55% examples, 733648 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:19,493 : INFO : EPOCH 13 - PROGRESS: at 45.93% examples, 733687 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:20,497 : INFO : EPOCH 13 - PROGRESS: at 46.26% examples, 733669 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:21,500 : INFO : EPOCH 13 - PROGRESS: at 46.62% examples, 733717 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:22,501 : INFO : EPOCH 13 - PROGRESS: at 46.95% examples, 733751 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:23,510 : INFO : EPOCH 13 - PROGRESS: at 47.29% examples, 733747 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:24,519 : INFO : EPOCH 13 - PROGRESS: at 47.64% examples, 733803 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:25,524 : INFO : EPOCH 13 - PROGRESS: at 47.96% examples, 733813 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:26,533 : INFO : EPOCH 13 - PROGRESS: at 48.32% examples, 733824 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:27,534 : INFO : EPOCH 13 - PROGRESS: at 48.66% examples, 733822 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:28,535 : INFO : EPOCH 13 - PROGRESS: at 49.04% examples, 733841 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:29,536 : INFO : EPOCH 13 - PROGRESS: at 49.41% examples, 733871 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:30,536 : INFO : EPOCH 13 - PROGRESS: at 49.74% examples, 733880 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:31,544 : INFO : EPOCH 13 - PROGRESS: at 50.11% examples, 733853 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:32,546 : INFO : EPOCH 13 - PROGRESS: at 50.46% examples, 733884 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:33,548 : INFO : EPOCH 13 - PROGRESS: at 50.83% examples, 733899 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:34,552 : INFO : EPOCH 13 - PROGRESS: at 51.16% examples, 733982 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:35,563 : INFO : EPOCH 13 - PROGRESS: at 51.51% examples, 733950 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:36,571 : INFO : EPOCH 13 - PROGRESS: at 51.86% examples, 734007 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:37,577 : INFO : EPOCH 13 - PROGRESS: at 52.21% examples, 733973 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:38,588 : INFO : EPOCH 13 - PROGRESS: at 52.56% examples, 733958 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:39,593 : INFO : EPOCH 13 - PROGRESS: at 52.92% examples, 734084 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:25:40,598 : INFO : EPOCH 13 - PROGRESS: at 53.29% examples, 734051 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:41,604 : INFO : EPOCH 13 - PROGRESS: at 53.61% examples, 734090 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:42,629 : INFO : EPOCH 13 - PROGRESS: at 53.97% examples, 734074 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:43,630 : INFO : EPOCH 13 - PROGRESS: at 54.34% examples, 734164 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:44,635 : INFO : EPOCH 13 - PROGRESS: at 54.67% examples, 734096 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:45,646 : INFO : EPOCH 13 - PROGRESS: at 55.00% examples, 734124 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:46,648 : INFO : EPOCH 13 - PROGRESS: at 55.34% examples, 734138 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:47,649 : INFO : EPOCH 13 - PROGRESS: at 55.69% examples, 734189 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:48,657 : INFO : EPOCH 13 - PROGRESS: at 56.05% examples, 734177 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:49,658 : INFO : EPOCH 13 - PROGRESS: at 56.39% examples, 734204 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:50,662 : INFO : EPOCH 13 - PROGRESS: at 56.75% examples, 734232 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:51,662 : INFO : EPOCH 13 - PROGRESS: at 57.11% examples, 734171 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:52,685 : INFO : EPOCH 13 - PROGRESS: at 57.48% examples, 734132 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:53,690 : INFO : EPOCH 13 - PROGRESS: at 57.87% examples, 734171 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:54,694 : INFO : EPOCH 13 - PROGRESS: at 58.22% examples, 734150 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:55,696 : INFO : EPOCH 13 - PROGRESS: at 58.58% examples, 734123 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:56,699 : INFO : EPOCH 13 - PROGRESS: at 58.93% examples, 734219 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:25:57,700 : INFO : EPOCH 13 - PROGRESS: at 59.26% examples, 734241 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:58,711 : INFO : EPOCH 13 - PROGRESS: at 59.61% examples, 734233 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:25:59,713 : INFO : EPOCH 13 - PROGRESS: at 59.94% examples, 734236 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:00,714 : INFO : EPOCH 13 - PROGRESS: at 60.32% examples, 734201 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:01,723 : INFO : EPOCH 13 - PROGRESS: at 60.70% examples, 734193 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:02,729 : INFO : EPOCH 13 - PROGRESS: at 61.08% examples, 734206 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:03,732 : INFO : EPOCH 13 - PROGRESS: at 61.44% examples, 734207 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:04,733 : INFO : EPOCH 13 - PROGRESS: at 61.78% examples, 734170 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:05,742 : INFO : EPOCH 13 - PROGRESS: at 62.13% examples, 734189 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:06,744 : INFO : EPOCH 13 - PROGRESS: at 62.50% examples, 734209 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:26:07,749 : INFO : EPOCH 13 - PROGRESS: at 62.84% examples, 734171 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:08,752 : INFO : EPOCH 13 - PROGRESS: at 63.21% examples, 734200 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:26:09,769 : INFO : EPOCH 13 - PROGRESS: at 63.59% examples, 734200 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:10,774 : INFO : EPOCH 13 - PROGRESS: at 63.95% examples, 734254 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:11,783 : INFO : EPOCH 13 - PROGRESS: at 64.25% examples, 734324 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:12,785 : INFO : EPOCH 13 - PROGRESS: at 64.60% examples, 734333 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:13,793 : INFO : EPOCH 13 - PROGRESS: at 64.98% examples, 734283 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:26:14,799 : INFO : EPOCH 13 - PROGRESS: at 65.35% examples, 734308 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:15,809 : INFO : EPOCH 13 - PROGRESS: at 65.68% examples, 734316 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:16,811 : INFO : EPOCH 13 - PROGRESS: at 66.04% examples, 734369 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:17,816 : INFO : EPOCH 13 - PROGRESS: at 66.42% examples, 734263 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:18,824 : INFO : EPOCH 13 - PROGRESS: at 66.78% examples, 734228 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:19,828 : INFO : EPOCH 13 - PROGRESS: at 67.14% examples, 734241 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:20,831 : INFO : EPOCH 13 - PROGRESS: at 67.47% examples, 734185 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:21,835 : INFO : EPOCH 13 - PROGRESS: at 67.85% examples, 734188 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:22,840 : INFO : EPOCH 13 - PROGRESS: at 68.20% examples, 734182 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:23,852 : INFO : EPOCH 13 - PROGRESS: at 68.58% examples, 734179 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:24,866 : INFO : EPOCH 13 - PROGRESS: at 68.97% examples, 734175 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:25,868 : INFO : EPOCH 13 - PROGRESS: at 69.30% examples, 734191 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:26,870 : INFO : EPOCH 13 - PROGRESS: at 69.64% examples, 734222 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:27,883 : INFO : EPOCH 13 - PROGRESS: at 70.04% examples, 734205 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:28,890 : INFO : EPOCH 13 - PROGRESS: at 70.43% examples, 734195 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:29,905 : INFO : EPOCH 13 - PROGRESS: at 70.77% examples, 734238 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:26:30,906 : INFO : EPOCH 13 - PROGRESS: at 71.15% examples, 734242 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:31,908 : INFO : EPOCH 13 - PROGRESS: at 71.55% examples, 734239 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:32,924 : INFO : EPOCH 13 - PROGRESS: at 71.91% examples, 734156 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:26:33,924 : INFO : EPOCH 13 - PROGRESS: at 72.29% examples, 734160 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:34,939 : INFO : EPOCH 13 - PROGRESS: at 72.66% examples, 734187 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:35,951 : INFO : EPOCH 13 - PROGRESS: at 73.02% examples, 734161 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:36,953 : INFO : EPOCH 13 - PROGRESS: at 73.37% examples, 734149 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:37,955 : INFO : EPOCH 13 - PROGRESS: at 73.72% examples, 734189 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:26:38,966 : INFO : EPOCH 13 - PROGRESS: at 74.07% examples, 734202 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:39,967 : INFO : EPOCH 13 - PROGRESS: at 74.43% examples, 734197 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:26:40,978 : INFO : EPOCH 13 - PROGRESS: at 74.79% examples, 734160 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:41,997 : INFO : EPOCH 13 - PROGRESS: at 75.14% examples, 734160 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:42,997 : INFO : EPOCH 13 - PROGRESS: at 75.51% examples, 734165 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:44,010 : INFO : EPOCH 13 - PROGRESS: at 75.87% examples, 734129 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:45,018 : INFO : EPOCH 13 - PROGRESS: at 76.26% examples, 734167 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:46,025 : INFO : EPOCH 13 - PROGRESS: at 76.63% examples, 734137 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:47,031 : INFO : EPOCH 13 - PROGRESS: at 76.99% examples, 734176 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:26:48,035 : INFO : EPOCH 13 - PROGRESS: at 77.34% examples, 734102 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:49,035 : INFO : EPOCH 13 - PROGRESS: at 77.70% examples, 734137 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:50,041 : INFO : EPOCH 13 - PROGRESS: at 78.05% examples, 734143 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:51,049 : INFO : EPOCH 13 - PROGRESS: at 78.39% examples, 734170 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:52,051 : INFO : EPOCH 13 - PROGRESS: at 78.74% examples, 734153 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:53,057 : INFO : EPOCH 13 - PROGRESS: at 79.09% examples, 734171 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:26:54,065 : INFO : EPOCH 13 - PROGRESS: at 79.45% examples, 734217 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:55,070 : INFO : EPOCH 13 - PROGRESS: at 79.83% examples, 734182 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:56,081 : INFO : EPOCH 13 - PROGRESS: at 80.18% examples, 734201 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:57,087 : INFO : EPOCH 13 - PROGRESS: at 80.52% examples, 734189 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:26:58,099 : INFO : EPOCH 13 - PROGRESS: at 80.89% examples, 734200 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:26:59,112 : INFO : EPOCH 13 - PROGRESS: at 81.23% examples, 734214 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:27:00,117 : INFO : EPOCH 13 - PROGRESS: at 81.57% examples, 734238 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:01,122 : INFO : EPOCH 13 - PROGRESS: at 81.94% examples, 734193 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:02,124 : INFO : EPOCH 13 - PROGRESS: at 82.30% examples, 734166 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:03,136 : INFO : EPOCH 13 - PROGRESS: at 82.67% examples, 734158 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:04,136 : INFO : EPOCH 13 - PROGRESS: at 83.01% examples, 733954 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:05,144 : INFO : EPOCH 13 - PROGRESS: at 83.33% examples, 733654 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:27:06,157 : INFO : EPOCH 13 - PROGRESS: at 83.64% examples, 733374 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:07,172 : INFO : EPOCH 13 - PROGRESS: at 83.99% examples, 733061 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:08,174 : INFO : EPOCH 13 - PROGRESS: at 84.32% examples, 732794 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:09,182 : INFO : EPOCH 13 - PROGRESS: at 84.66% examples, 732527 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:27:10,194 : INFO : EPOCH 13 - PROGRESS: at 84.98% examples, 732227 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:11,198 : INFO : EPOCH 13 - PROGRESS: at 85.30% examples, 732005 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:12,216 : INFO : EPOCH 13 - PROGRESS: at 85.63% examples, 731723 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:27:13,225 : INFO : EPOCH 13 - PROGRESS: at 85.97% examples, 731421 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:14,226 : INFO : EPOCH 13 - PROGRESS: at 86.31% examples, 731163 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:15,249 : INFO : EPOCH 13 - PROGRESS: at 86.64% examples, 730863 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:16,251 : INFO : EPOCH 13 - PROGRESS: at 86.97% examples, 730637 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:17,258 : INFO : EPOCH 13 - PROGRESS: at 87.30% examples, 730339 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:18,260 : INFO : EPOCH 13 - PROGRESS: at 87.62% examples, 730161 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:19,270 : INFO : EPOCH 13 - PROGRESS: at 87.92% examples, 729905 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:20,271 : INFO : EPOCH 13 - PROGRESS: at 88.23% examples, 729688 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:21,274 : INFO : EPOCH 13 - PROGRESS: at 88.57% examples, 729422 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:22,283 : INFO : EPOCH 13 - PROGRESS: at 88.88% examples, 729179 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:23,314 : INFO : EPOCH 13 - PROGRESS: at 89.19% examples, 728921 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:24,330 : INFO : EPOCH 13 - PROGRESS: at 89.54% examples, 728701 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:25,330 : INFO : EPOCH 13 - PROGRESS: at 89.85% examples, 728476 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:26,339 : INFO : EPOCH 13 - PROGRESS: at 90.14% examples, 728286 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:27,341 : INFO : EPOCH 13 - PROGRESS: at 90.46% examples, 728106 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:28,347 : INFO : EPOCH 13 - PROGRESS: at 90.80% examples, 727865 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:29,350 : INFO : EPOCH 13 - PROGRESS: at 91.14% examples, 727543 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:30,351 : INFO : EPOCH 13 - PROGRESS: at 91.46% examples, 727327 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:31,367 : INFO : EPOCH 13 - PROGRESS: at 91.81% examples, 727100 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:32,391 : INFO : EPOCH 13 - PROGRESS: at 92.15% examples, 726876 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:33,407 : INFO : EPOCH 13 - PROGRESS: at 92.48% examples, 726652 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:34,412 : INFO : EPOCH 13 - PROGRESS: at 92.75% examples, 726502 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:35,427 : INFO : EPOCH 13 - PROGRESS: at 93.08% examples, 726238 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:27:36,431 : INFO : EPOCH 13 - PROGRESS: at 93.40% examples, 726010 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:37,442 : INFO : EPOCH 13 - PROGRESS: at 93.74% examples, 725822 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:38,448 : INFO : EPOCH 13 - PROGRESS: at 94.04% examples, 725601 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:39,471 : INFO : EPOCH 13 - PROGRESS: at 94.35% examples, 725204 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:27:40,490 : INFO : EPOCH 13 - PROGRESS: at 94.67% examples, 724856 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:27:41,491 : INFO : EPOCH 13 - PROGRESS: at 94.98% examples, 724343 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:42,496 : INFO : EPOCH 13 - PROGRESS: at 95.31% examples, 724161 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:43,502 : INFO : EPOCH 13 - PROGRESS: at 95.64% examples, 724173 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:44,507 : INFO : EPOCH 13 - PROGRESS: at 95.97% examples, 724229 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:45,511 : INFO : EPOCH 13 - PROGRESS: at 96.31% examples, 724258 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:46,534 : INFO : EPOCH 13 - PROGRESS: at 96.68% examples, 724297 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:47,536 : INFO : EPOCH 13 - PROGRESS: at 97.03% examples, 724350 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:48,543 : INFO : EPOCH 13 - PROGRESS: at 97.40% examples, 724373 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:49,546 : INFO : EPOCH 13 - PROGRESS: at 97.76% examples, 724407 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:50,550 : INFO : EPOCH 13 - PROGRESS: at 98.12% examples, 724470 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:51,558 : INFO : EPOCH 13 - PROGRESS: at 98.47% examples, 724507 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:52,564 : INFO : EPOCH 13 - PROGRESS: at 98.81% examples, 724569 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:53,568 : INFO : EPOCH 13 - PROGRESS: at 99.15% examples, 724633 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:54,570 : INFO : EPOCH 13 - PROGRESS: at 99.49% examples, 724666 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:55,570 : INFO : EPOCH 13 - PROGRESS: at 99.85% examples, 724710 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:55,967 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 01:27:55,976 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 01:27:55,982 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 01:27:55,994 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 01:27:55,995 : INFO : EPOCH - 13 : training on 266955784 raw words (207592480 effective words) took 286.5s, 724705 effective words/s
2020-07-24 01:27:57,011 : INFO : EPOCH 14 - PROGRESS: at 0.29% examples, 732737 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:58,024 : INFO : EPOCH 14 - PROGRESS: at 0.66% examples, 733286 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:27:59,025 : INFO : EPOCH 14 - PROGRESS: at 1.02% examples, 737066 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:00,032 : INFO : EPOCH 14 - PROGRESS: at 1.37% examples, 733373 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:01,035 : INFO : EPOCH 14 - PROGRESS: at 1.74% examples, 735286 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:02,055 : INFO : EPOCH 14 - PROGRESS: at 2.10% examples, 735140 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:03,061 : INFO : EPOCH 14 - PROGRESS: at 2.47% examples, 735755 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:04,063 : INFO : EPOCH 14 - PROGRESS: at 2.77% examples, 736445 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:05,067 : INFO : EPOCH 14 - PROGRESS: at 3.13% examples, 735622 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:06,068 : INFO : EPOCH 14 - PROGRESS: at 3.49% examples, 735507 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:07,075 : INFO : EPOCH 14 - PROGRESS: at 3.86% examples, 735242 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:28:08,086 : INFO : EPOCH 14 - PROGRESS: at 4.23% examples, 735309 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:09,087 : INFO : EPOCH 14 - PROGRESS: at 4.59% examples, 735519 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:28:10,091 : INFO : EPOCH 14 - PROGRESS: at 4.95% examples, 735970 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:11,098 : INFO : EPOCH 14 - PROGRESS: at 5.30% examples, 734996 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:12,107 : INFO : EPOCH 14 - PROGRESS: at 5.65% examples, 735641 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:28:13,117 : INFO : EPOCH 14 - PROGRESS: at 6.00% examples, 736365 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:28:14,121 : INFO : EPOCH 14 - PROGRESS: at 6.36% examples, 736565 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:15,130 : INFO : EPOCH 14 - PROGRESS: at 6.70% examples, 736737 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:16,133 : INFO : EPOCH 14 - PROGRESS: at 7.07% examples, 736246 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:17,143 : INFO : EPOCH 14 - PROGRESS: at 7.43% examples, 735819 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:18,151 : INFO : EPOCH 14 - PROGRESS: at 7.81% examples, 735616 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:19,155 : INFO : EPOCH 14 - PROGRESS: at 8.18% examples, 735084 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:20,157 : INFO : EPOCH 14 - PROGRESS: at 8.54% examples, 735121 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:21,161 : INFO : EPOCH 14 - PROGRESS: at 8.91% examples, 735327 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:22,162 : INFO : EPOCH 14 - PROGRESS: at 9.23% examples, 734883 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:23,163 : INFO : EPOCH 14 - PROGRESS: at 9.56% examples, 735241 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:28:24,168 : INFO : EPOCH 14 - PROGRESS: at 9.92% examples, 734909 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:25,175 : INFO : EPOCH 14 - PROGRESS: at 10.27% examples, 734762 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:26,178 : INFO : EPOCH 14 - PROGRESS: at 10.63% examples, 734932 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:27,192 : INFO : EPOCH 14 - PROGRESS: at 10.99% examples, 735267 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:28:28,194 : INFO : EPOCH 14 - PROGRESS: at 11.35% examples, 735422 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:29,196 : INFO : EPOCH 14 - PROGRESS: at 11.71% examples, 735530 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:30,203 : INFO : EPOCH 14 - PROGRESS: at 12.05% examples, 735483 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:31,205 : INFO : EPOCH 14 - PROGRESS: at 12.37% examples, 735720 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:32,218 : INFO : EPOCH 14 - PROGRESS: at 12.72% examples, 735725 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:33,222 : INFO : EPOCH 14 - PROGRESS: at 13.07% examples, 735906 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:34,235 : INFO : EPOCH 14 - PROGRESS: at 13.44% examples, 735755 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:35,236 : INFO : EPOCH 14 - PROGRESS: at 13.80% examples, 735739 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:36,250 : INFO : EPOCH 14 - PROGRESS: at 14.16% examples, 735720 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:37,267 : INFO : EPOCH 14 - PROGRESS: at 14.49% examples, 735636 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:38,282 : INFO : EPOCH 14 - PROGRESS: at 14.87% examples, 735584 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:39,290 : INFO : EPOCH 14 - PROGRESS: at 15.21% examples, 735619 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:28:40,309 : INFO : EPOCH 14 - PROGRESS: at 15.57% examples, 735431 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:28:41,312 : INFO : EPOCH 14 - PROGRESS: at 15.92% examples, 735613 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:42,326 : INFO : EPOCH 14 - PROGRESS: at 16.27% examples, 735477 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:28:43,337 : INFO : EPOCH 14 - PROGRESS: at 16.65% examples, 735339 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:44,357 : INFO : EPOCH 14 - PROGRESS: at 17.02% examples, 735244 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:45,362 : INFO : EPOCH 14 - PROGRESS: at 17.38% examples, 734960 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:46,372 : INFO : EPOCH 14 - PROGRESS: at 17.76% examples, 734904 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:47,376 : INFO : EPOCH 14 - PROGRESS: at 18.12% examples, 734964 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:48,378 : INFO : EPOCH 14 - PROGRESS: at 18.51% examples, 735098 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:49,385 : INFO : EPOCH 14 - PROGRESS: at 18.87% examples, 735273 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:50,387 : INFO : EPOCH 14 - PROGRESS: at 19.21% examples, 735479 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:51,390 : INFO : EPOCH 14 - PROGRESS: at 19.55% examples, 735306 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:52,394 : INFO : EPOCH 14 - PROGRESS: at 19.91% examples, 735323 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:53,395 : INFO : EPOCH 14 - PROGRESS: at 20.25% examples, 735431 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:54,406 : INFO : EPOCH 14 - PROGRESS: at 20.61% examples, 735359 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:55,408 : INFO : EPOCH 14 - PROGRESS: at 20.95% examples, 735542 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:56,415 : INFO : EPOCH 14 - PROGRESS: at 21.30% examples, 735667 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:57,422 : INFO : EPOCH 14 - PROGRESS: at 21.66% examples, 735601 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:58,428 : INFO : EPOCH 14 - PROGRESS: at 22.02% examples, 735688 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:28:59,440 : INFO : EPOCH 14 - PROGRESS: at 22.40% examples, 735500 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:00,445 : INFO : EPOCH 14 - PROGRESS: at 22.78% examples, 735585 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:01,450 : INFO : EPOCH 14 - PROGRESS: at 23.14% examples, 735559 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:02,453 : INFO : EPOCH 14 - PROGRESS: at 23.52% examples, 735563 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:03,473 : INFO : EPOCH 14 - PROGRESS: at 23.88% examples, 735357 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:04,482 : INFO : EPOCH 14 - PROGRESS: at 24.22% examples, 735458 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:05,485 : INFO : EPOCH 14 - PROGRESS: at 24.59% examples, 735466 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:06,515 : INFO : EPOCH 14 - PROGRESS: at 24.95% examples, 735413 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:07,521 : INFO : EPOCH 14 - PROGRESS: at 25.34% examples, 735529 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:08,531 : INFO : EPOCH 14 - PROGRESS: at 25.69% examples, 735233 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:09,554 : INFO : EPOCH 14 - PROGRESS: at 26.03% examples, 734168 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:10,560 : INFO : EPOCH 14 - PROGRESS: at 26.35% examples, 733524 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:29:11,567 : INFO : EPOCH 14 - PROGRESS: at 26.67% examples, 732667 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:12,572 : INFO : EPOCH 14 - PROGRESS: at 26.98% examples, 731936 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:29:13,581 : INFO : EPOCH 14 - PROGRESS: at 27.29% examples, 731138 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:14,592 : INFO : EPOCH 14 - PROGRESS: at 27.61% examples, 730351 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:29:15,612 : INFO : EPOCH 14 - PROGRESS: at 27.93% examples, 729562 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:16,618 : INFO : EPOCH 14 - PROGRESS: at 28.27% examples, 728953 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:17,620 : INFO : EPOCH 14 - PROGRESS: at 28.59% examples, 728013 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:18,622 : INFO : EPOCH 14 - PROGRESS: at 28.91% examples, 727314 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:19,624 : INFO : EPOCH 14 - PROGRESS: at 29.22% examples, 726655 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:20,639 : INFO : EPOCH 14 - PROGRESS: at 29.55% examples, 725971 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:21,640 : INFO : EPOCH 14 - PROGRESS: at 29.87% examples, 725368 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:22,641 : INFO : EPOCH 14 - PROGRESS: at 30.20% examples, 724759 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:29:23,642 : INFO : EPOCH 14 - PROGRESS: at 30.50% examples, 723947 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:29:24,645 : INFO : EPOCH 14 - PROGRESS: at 30.85% examples, 723472 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:25,649 : INFO : EPOCH 14 - PROGRESS: at 31.17% examples, 722719 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:26,654 : INFO : EPOCH 14 - PROGRESS: at 31.53% examples, 722128 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:27,658 : INFO : EPOCH 14 - PROGRESS: at 31.88% examples, 721405 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:28,658 : INFO : EPOCH 14 - PROGRESS: at 32.21% examples, 720979 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:29,668 : INFO : EPOCH 14 - PROGRESS: at 32.54% examples, 720360 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:30,674 : INFO : EPOCH 14 - PROGRESS: at 32.89% examples, 719723 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:31,675 : INFO : EPOCH 14 - PROGRESS: at 33.21% examples, 719139 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:32,677 : INFO : EPOCH 14 - PROGRESS: at 33.52% examples, 718623 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:29:33,683 : INFO : EPOCH 14 - PROGRESS: at 33.85% examples, 718181 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:34,700 : INFO : EPOCH 14 - PROGRESS: at 34.15% examples, 717711 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:35,709 : INFO : EPOCH 14 - PROGRESS: at 34.47% examples, 717276 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:36,719 : INFO : EPOCH 14 - PROGRESS: at 34.80% examples, 716736 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:37,728 : INFO : EPOCH 14 - PROGRESS: at 35.14% examples, 716311 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:38,729 : INFO : EPOCH 14 - PROGRESS: at 35.42% examples, 715925 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:39,731 : INFO : EPOCH 14 - PROGRESS: at 35.73% examples, 715489 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:40,731 : INFO : EPOCH 14 - PROGRESS: at 36.04% examples, 715038 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:41,752 : INFO : EPOCH 14 - PROGRESS: at 36.37% examples, 714428 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:42,753 : INFO : EPOCH 14 - PROGRESS: at 36.72% examples, 713990 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:43,760 : INFO : EPOCH 14 - PROGRESS: at 37.06% examples, 713605 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:29:44,761 : INFO : EPOCH 14 - PROGRESS: at 37.40% examples, 713082 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:45,772 : INFO : EPOCH 14 - PROGRESS: at 37.73% examples, 712685 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:46,773 : INFO : EPOCH 14 - PROGRESS: at 38.05% examples, 712231 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:47,773 : INFO : EPOCH 14 - PROGRESS: at 38.37% examples, 711891 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:48,781 : INFO : EPOCH 14 - PROGRESS: at 38.71% examples, 711445 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:49,783 : INFO : EPOCH 14 - PROGRESS: at 39.02% examples, 711169 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:50,801 : INFO : EPOCH 14 - PROGRESS: at 39.35% examples, 710788 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:51,804 : INFO : EPOCH 14 - PROGRESS: at 39.68% examples, 710449 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:52,808 : INFO : EPOCH 14 - PROGRESS: at 39.98% examples, 710143 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:53,811 : INFO : EPOCH 14 - PROGRESS: at 40.27% examples, 709723 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:29:54,823 : INFO : EPOCH 14 - PROGRESS: at 40.60% examples, 709368 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:55,824 : INFO : EPOCH 14 - PROGRESS: at 40.92% examples, 709054 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:56,839 : INFO : EPOCH 14 - PROGRESS: at 41.23% examples, 708856 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:57,840 : INFO : EPOCH 14 - PROGRESS: at 41.55% examples, 708555 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:58,849 : INFO : EPOCH 14 - PROGRESS: at 41.88% examples, 708180 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:29:59,866 : INFO : EPOCH 14 - PROGRESS: at 42.20% examples, 707805 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:00,868 : INFO : EPOCH 14 - PROGRESS: at 42.54% examples, 707490 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:01,872 : INFO : EPOCH 14 - PROGRESS: at 42.86% examples, 707194 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:02,878 : INFO : EPOCH 14 - PROGRESS: at 43.20% examples, 706897 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:03,885 : INFO : EPOCH 14 - PROGRESS: at 43.53% examples, 706578 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:04,890 : INFO : EPOCH 14 - PROGRESS: at 43.84% examples, 706322 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:05,896 : INFO : EPOCH 14 - PROGRESS: at 44.16% examples, 706035 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:06,897 : INFO : EPOCH 14 - PROGRESS: at 44.48% examples, 705715 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:30:07,908 : INFO : EPOCH 14 - PROGRESS: at 44.83% examples, 705343 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:08,917 : INFO : EPOCH 14 - PROGRESS: at 45.15% examples, 705059 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:09,925 : INFO : EPOCH 14 - PROGRESS: at 45.46% examples, 704803 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:30:10,930 : INFO : EPOCH 14 - PROGRESS: at 45.79% examples, 704513 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:11,956 : INFO : EPOCH 14 - PROGRESS: at 46.11% examples, 704212 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:12,957 : INFO : EPOCH 14 - PROGRESS: at 46.44% examples, 704086 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:13,959 : INFO : EPOCH 14 - PROGRESS: at 46.72% examples, 703796 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:14,974 : INFO : EPOCH 14 - PROGRESS: at 47.07% examples, 703629 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:15,988 : INFO : EPOCH 14 - PROGRESS: at 47.37% examples, 703441 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:16,995 : INFO : EPOCH 14 - PROGRESS: at 47.69% examples, 703239 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:30:18,011 : INFO : EPOCH 14 - PROGRESS: at 47.99% examples, 702941 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:19,024 : INFO : EPOCH 14 - PROGRESS: at 48.29% examples, 702456 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:20,027 : INFO : EPOCH 14 - PROGRESS: at 48.58% examples, 702057 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:21,034 : INFO : EPOCH 14 - PROGRESS: at 48.90% examples, 701360 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:30:22,042 : INFO : EPOCH 14 - PROGRESS: at 49.20% examples, 700692 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:30:23,061 : INFO : EPOCH 14 - PROGRESS: at 49.56% examples, 700851 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:24,068 : INFO : EPOCH 14 - PROGRESS: at 49.91% examples, 701023 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:25,080 : INFO : EPOCH 14 - PROGRESS: at 50.27% examples, 701282 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:30:26,081 : INFO : EPOCH 14 - PROGRESS: at 50.64% examples, 701501 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:27,082 : INFO : EPOCH 14 - PROGRESS: at 50.98% examples, 701799 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:28,087 : INFO : EPOCH 14 - PROGRESS: at 51.32% examples, 702083 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:29,090 : INFO : EPOCH 14 - PROGRESS: at 51.68% examples, 702267 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:30,105 : INFO : EPOCH 14 - PROGRESS: at 52.04% examples, 702519 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:31,110 : INFO : EPOCH 14 - PROGRESS: at 52.39% examples, 702727 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:30:32,111 : INFO : EPOCH 14 - PROGRESS: at 52.72% examples, 702982 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:33,123 : INFO : EPOCH 14 - PROGRESS: at 53.09% examples, 703158 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:34,124 : INFO : EPOCH 14 - PROGRESS: at 53.43% examples, 703387 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:35,130 : INFO : EPOCH 14 - PROGRESS: at 53.79% examples, 703658 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:36,134 : INFO : EPOCH 14 - PROGRESS: at 54.14% examples, 703875 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:37,135 : INFO : EPOCH 14 - PROGRESS: at 54.50% examples, 704019 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:38,141 : INFO : EPOCH 14 - PROGRESS: at 54.81% examples, 704207 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:39,144 : INFO : EPOCH 14 - PROGRESS: at 55.17% examples, 704438 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:40,144 : INFO : EPOCH 14 - PROGRESS: at 55.49% examples, 704749 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:41,151 : INFO : EPOCH 14 - PROGRESS: at 55.85% examples, 704913 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:42,155 : INFO : EPOCH 14 - PROGRESS: at 56.20% examples, 705124 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:43,155 : INFO : EPOCH 14 - PROGRESS: at 56.55% examples, 705294 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:44,156 : INFO : EPOCH 14 - PROGRESS: at 56.91% examples, 705462 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:45,159 : INFO : EPOCH 14 - PROGRESS: at 57.29% examples, 705618 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:30:46,162 : INFO : EPOCH 14 - PROGRESS: at 57.66% examples, 705778 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:47,164 : INFO : EPOCH 14 - PROGRESS: at 58.03% examples, 705937 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:30:48,168 : INFO : EPOCH 14 - PROGRESS: at 58.40% examples, 706101 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:49,177 : INFO : EPOCH 14 - PROGRESS: at 58.75% examples, 706253 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:50,183 : INFO : EPOCH 14 - PROGRESS: at 59.08% examples, 706436 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:51,184 : INFO : EPOCH 14 - PROGRESS: at 59.40% examples, 706671 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:52,193 : INFO : EPOCH 14 - PROGRESS: at 59.76% examples, 706856 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:30:53,195 : INFO : EPOCH 14 - PROGRESS: at 60.11% examples, 706997 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:54,195 : INFO : EPOCH 14 - PROGRESS: at 60.50% examples, 707150 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:55,199 : INFO : EPOCH 14 - PROGRESS: at 60.88% examples, 707310 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:56,212 : INFO : EPOCH 14 - PROGRESS: at 61.24% examples, 707460 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:30:57,246 : INFO : EPOCH 14 - PROGRESS: at 61.60% examples, 707631 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:58,255 : INFO : EPOCH 14 - PROGRESS: at 61.96% examples, 707835 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:30:59,262 : INFO : EPOCH 14 - PROGRESS: at 62.34% examples, 708017 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:00,266 : INFO : EPOCH 14 - PROGRESS: at 62.69% examples, 708155 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:01,267 : INFO : EPOCH 14 - PROGRESS: at 63.03% examples, 708291 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:02,269 : INFO : EPOCH 14 - PROGRESS: at 63.41% examples, 708411 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:03,274 : INFO : EPOCH 14 - PROGRESS: at 63.78% examples, 708536 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:04,275 : INFO : EPOCH 14 - PROGRESS: at 64.11% examples, 708744 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:05,278 : INFO : EPOCH 14 - PROGRESS: at 64.42% examples, 708967 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:06,289 : INFO : EPOCH 14 - PROGRESS: at 64.80% examples, 709055 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:07,289 : INFO : EPOCH 14 - PROGRESS: at 65.16% examples, 709152 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:08,310 : INFO : EPOCH 14 - PROGRESS: at 65.52% examples, 709276 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:09,319 : INFO : EPOCH 14 - PROGRESS: at 65.86% examples, 709491 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:10,323 : INFO : EPOCH 14 - PROGRESS: at 66.24% examples, 709611 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:11,326 : INFO : EPOCH 14 - PROGRESS: at 66.60% examples, 709694 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:12,334 : INFO : EPOCH 14 - PROGRESS: at 66.97% examples, 709764 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:13,346 : INFO : EPOCH 14 - PROGRESS: at 67.32% examples, 709911 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:14,351 : INFO : EPOCH 14 - PROGRESS: at 67.67% examples, 710031 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:15,359 : INFO : EPOCH 14 - PROGRESS: at 68.04% examples, 710181 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:16,370 : INFO : EPOCH 14 - PROGRESS: at 68.41% examples, 710297 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:17,370 : INFO : EPOCH 14 - PROGRESS: at 68.78% examples, 710443 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:18,396 : INFO : EPOCH 14 - PROGRESS: at 69.17% examples, 710464 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:19,401 : INFO : EPOCH 14 - PROGRESS: at 69.49% examples, 710623 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:20,408 : INFO : EPOCH 14 - PROGRESS: at 69.85% examples, 710733 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:21,433 : INFO : EPOCH 14 - PROGRESS: at 70.26% examples, 710810 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:22,435 : INFO : EPOCH 14 - PROGRESS: at 70.62% examples, 710963 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:23,435 : INFO : EPOCH 14 - PROGRESS: at 70.98% examples, 711061 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:24,443 : INFO : EPOCH 14 - PROGRESS: at 71.35% examples, 711142 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:25,453 : INFO : EPOCH 14 - PROGRESS: at 71.74% examples, 711241 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:26,462 : INFO : EPOCH 14 - PROGRESS: at 72.12% examples, 711353 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:27,479 : INFO : EPOCH 14 - PROGRESS: at 72.48% examples, 711483 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:28,498 : INFO : EPOCH 14 - PROGRESS: at 72.85% examples, 711613 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:29,516 : INFO : EPOCH 14 - PROGRESS: at 73.21% examples, 711703 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:30,539 : INFO : EPOCH 14 - PROGRESS: at 73.56% examples, 711774 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:31:31,544 : INFO : EPOCH 14 - PROGRESS: at 73.92% examples, 711949 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:32,577 : INFO : EPOCH 14 - PROGRESS: at 74.28% examples, 711962 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:31:33,597 : INFO : EPOCH 14 - PROGRESS: at 74.64% examples, 712082 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:31:34,603 : INFO : EPOCH 14 - PROGRESS: at 75.00% examples, 712160 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:35,613 : INFO : EPOCH 14 - PROGRESS: at 75.37% examples, 712262 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:36,615 : INFO : EPOCH 14 - PROGRESS: at 75.73% examples, 712371 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:31:37,616 : INFO : EPOCH 14 - PROGRESS: at 76.10% examples, 712464 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:38,624 : INFO : EPOCH 14 - PROGRESS: at 76.48% examples, 712538 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:39,629 : INFO : EPOCH 14 - PROGRESS: at 76.84% examples, 712716 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:40,635 : INFO : EPOCH 14 - PROGRESS: at 77.21% examples, 712831 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:41,641 : INFO : EPOCH 14 - PROGRESS: at 77.58% examples, 712904 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:42,650 : INFO : EPOCH 14 - PROGRESS: at 77.93% examples, 713018 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:43,653 : INFO : EPOCH 14 - PROGRESS: at 78.27% examples, 713085 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:44,659 : INFO : EPOCH 14 - PROGRESS: at 78.61% examples, 713213 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:31:45,660 : INFO : EPOCH 14 - PROGRESS: at 78.96% examples, 713381 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:46,663 : INFO : EPOCH 14 - PROGRESS: at 79.31% examples, 713462 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:47,669 : INFO : EPOCH 14 - PROGRESS: at 79.70% examples, 713539 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:31:48,692 : INFO : EPOCH 14 - PROGRESS: at 80.05% examples, 713658 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:49,698 : INFO : EPOCH 14 - PROGRESS: at 80.40% examples, 713713 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:50,698 : INFO : EPOCH 14 - PROGRESS: at 80.75% examples, 713828 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:51,704 : INFO : EPOCH 14 - PROGRESS: at 81.10% examples, 713953 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:52,710 : INFO : EPOCH 14 - PROGRESS: at 81.45% examples, 713999 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:31:53,725 : INFO : EPOCH 14 - PROGRESS: at 81.80% examples, 714009 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:54,736 : INFO : EPOCH 14 - PROGRESS: at 82.17% examples, 714093 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:55,742 : INFO : EPOCH 14 - PROGRESS: at 82.53% examples, 714140 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:56,751 : INFO : EPOCH 14 - PROGRESS: at 82.90% examples, 714309 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:57,756 : INFO : EPOCH 14 - PROGRESS: at 83.26% examples, 714416 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:58,760 : INFO : EPOCH 14 - PROGRESS: at 83.61% examples, 714483 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:31:59,785 : INFO : EPOCH 14 - PROGRESS: at 83.98% examples, 714546 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:00,787 : INFO : EPOCH 14 - PROGRESS: at 84.35% examples, 714657 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:01,789 : INFO : EPOCH 14 - PROGRESS: at 84.72% examples, 714749 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:02,796 : INFO : EPOCH 14 - PROGRESS: at 85.07% examples, 714814 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:03,800 : INFO : EPOCH 14 - PROGRESS: at 85.42% examples, 714905 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:04,802 : INFO : EPOCH 14 - PROGRESS: at 85.80% examples, 714953 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:05,802 : INFO : EPOCH 14 - PROGRESS: at 86.18% examples, 715051 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:06,819 : INFO : EPOCH 14 - PROGRESS: at 86.53% examples, 715103 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:07,833 : INFO : EPOCH 14 - PROGRESS: at 86.90% examples, 715183 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:08,835 : INFO : EPOCH 14 - PROGRESS: at 87.27% examples, 715267 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:09,841 : INFO : EPOCH 14 - PROGRESS: at 87.61% examples, 715325 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:10,843 : INFO : EPOCH 14 - PROGRESS: at 87.94% examples, 715434 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:11,846 : INFO : EPOCH 14 - PROGRESS: at 88.28% examples, 715549 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:12,848 : INFO : EPOCH 14 - PROGRESS: at 88.66% examples, 715630 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:13,853 : INFO : EPOCH 14 - PROGRESS: at 88.99% examples, 715713 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:32:14,853 : INFO : EPOCH 14 - PROGRESS: at 89.34% examples, 715819 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:15,875 : INFO : EPOCH 14 - PROGRESS: at 89.70% examples, 715837 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:16,888 : INFO : EPOCH 14 - PROGRESS: at 90.04% examples, 715982 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:17,890 : INFO : EPOCH 14 - PROGRESS: at 90.38% examples, 716041 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:32:18,894 : INFO : EPOCH 14 - PROGRESS: at 90.74% examples, 716135 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:19,903 : INFO : EPOCH 14 - PROGRESS: at 91.12% examples, 716131 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:20,910 : INFO : EPOCH 14 - PROGRESS: at 91.48% examples, 716232 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:21,915 : INFO : EPOCH 14 - PROGRESS: at 91.86% examples, 716323 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:22,924 : INFO : EPOCH 14 - PROGRESS: at 92.24% examples, 716381 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:23,925 : INFO : EPOCH 14 - PROGRESS: at 92.56% examples, 716451 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:24,931 : INFO : EPOCH 14 - PROGRESS: at 92.88% examples, 716594 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:25,942 : INFO : EPOCH 14 - PROGRESS: at 93.24% examples, 716601 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:26,949 : INFO : EPOCH 14 - PROGRESS: at 93.61% examples, 716704 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:27,963 : INFO : EPOCH 14 - PROGRESS: at 93.96% examples, 716763 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:28,964 : INFO : EPOCH 14 - PROGRESS: at 94.31% examples, 716830 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:29,972 : INFO : EPOCH 14 - PROGRESS: at 94.68% examples, 716905 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:30,974 : INFO : EPOCH 14 - PROGRESS: at 95.05% examples, 716953 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:31,975 : INFO : EPOCH 14 - PROGRESS: at 95.40% examples, 717049 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:32,980 : INFO : EPOCH 14 - PROGRESS: at 95.74% examples, 717118 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:33,987 : INFO : EPOCH 14 - PROGRESS: at 96.07% examples, 717226 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:34,997 : INFO : EPOCH 14 - PROGRESS: at 96.43% examples, 717289 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:35,999 : INFO : EPOCH 14 - PROGRESS: at 96.79% examples, 717325 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:37,007 : INFO : EPOCH 14 - PROGRESS: at 97.14% examples, 717377 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:32:38,012 : INFO : EPOCH 14 - PROGRESS: at 97.50% examples, 717457 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:39,014 : INFO : EPOCH 14 - PROGRESS: at 97.86% examples, 717517 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:40,020 : INFO : EPOCH 14 - PROGRESS: at 98.23% examples, 717560 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:41,020 : INFO : EPOCH 14 - PROGRESS: at 98.57% examples, 717629 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:42,023 : INFO : EPOCH 14 - PROGRESS: at 98.91% examples, 717695 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:32:43,030 : INFO : EPOCH 14 - PROGRESS: at 99.26% examples, 717796 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:44,035 : INFO : EPOCH 14 - PROGRESS: at 99.59% examples, 717862 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:45,036 : INFO : EPOCH 14 - PROGRESS: at 99.96% examples, 717923 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:32:45,129 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 01:32:45,130 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 01:32:45,146 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 01:32:45,158 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 01:32:45,159 : INFO : EPOCH - 14 : training on 266955784 raw words (207591992 effective words) took 289.2s, 717919 effective words/s
2020-07-24 01:32:46,176 : INFO : EPOCH 15 - PROGRESS: at 0.29% examples, 730025 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:47,182 : INFO : EPOCH 15 - PROGRESS: at 0.66% examples, 730841 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:48,190 : INFO : EPOCH 15 - PROGRESS: at 1.01% examples, 733837 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:49,202 : INFO : EPOCH 15 - PROGRESS: at 1.38% examples, 735782 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:50,207 : INFO : EPOCH 15 - PROGRESS: at 1.75% examples, 737962 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:51,218 : INFO : EPOCH 15 - PROGRESS: at 2.10% examples, 735117 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:52,225 : INFO : EPOCH 15 - PROGRESS: at 2.47% examples, 736596 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:53,245 : INFO : EPOCH 15 - PROGRESS: at 2.78% examples, 736680 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:54,246 : INFO : EPOCH 15 - PROGRESS: at 3.14% examples, 736590 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:55,261 : INFO : EPOCH 15 - PROGRESS: at 3.50% examples, 735642 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:56,273 : INFO : EPOCH 15 - PROGRESS: at 3.87% examples, 736081 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:32:57,283 : INFO : EPOCH 15 - PROGRESS: at 4.24% examples, 735990 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:58,290 : INFO : EPOCH 15 - PROGRESS: at 4.61% examples, 735033 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:32:59,290 : INFO : EPOCH 15 - PROGRESS: at 4.94% examples, 732890 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:00,307 : INFO : EPOCH 15 - PROGRESS: at 5.28% examples, 730346 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:01,312 : INFO : EPOCH 15 - PROGRESS: at 5.58% examples, 725393 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:02,322 : INFO : EPOCH 15 - PROGRESS: at 5.90% examples, 721781 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:03,331 : INFO : EPOCH 15 - PROGRESS: at 6.24% examples, 722650 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:33:04,332 : INFO : EPOCH 15 - PROGRESS: at 6.59% examples, 723369 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:05,332 : INFO : EPOCH 15 - PROGRESS: at 6.97% examples, 724114 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:06,338 : INFO : EPOCH 15 - PROGRESS: at 7.33% examples, 724699 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:07,342 : INFO : EPOCH 15 - PROGRESS: at 7.69% examples, 724964 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:33:08,348 : INFO : EPOCH 15 - PROGRESS: at 8.08% examples, 724932 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:09,349 : INFO : EPOCH 15 - PROGRESS: at 8.44% examples, 725175 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:10,349 : INFO : EPOCH 15 - PROGRESS: at 8.80% examples, 726052 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:11,349 : INFO : EPOCH 15 - PROGRESS: at 9.14% examples, 726115 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:12,359 : INFO : EPOCH 15 - PROGRESS: at 9.46% examples, 726763 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:13,373 : INFO : EPOCH 15 - PROGRESS: at 9.83% examples, 726776 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:14,377 : INFO : EPOCH 15 - PROGRESS: at 10.18% examples, 727370 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:15,380 : INFO : EPOCH 15 - PROGRESS: at 10.54% examples, 727592 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:16,386 : INFO : EPOCH 15 - PROGRESS: at 10.90% examples, 728142 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:17,388 : INFO : EPOCH 15 - PROGRESS: at 11.26% examples, 728619 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:18,396 : INFO : EPOCH 15 - PROGRESS: at 11.61% examples, 728777 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:19,403 : INFO : EPOCH 15 - PROGRESS: at 11.95% examples, 729168 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:20,407 : INFO : EPOCH 15 - PROGRESS: at 12.29% examples, 729232 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:21,410 : INFO : EPOCH 15 - PROGRESS: at 12.63% examples, 729340 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:22,413 : INFO : EPOCH 15 - PROGRESS: at 12.98% examples, 729703 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:23,414 : INFO : EPOCH 15 - PROGRESS: at 13.34% examples, 729740 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:33:24,423 : INFO : EPOCH 15 - PROGRESS: at 13.69% examples, 729522 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:25,433 : INFO : EPOCH 15 - PROGRESS: at 14.05% examples, 729807 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:26,450 : INFO : EPOCH 15 - PROGRESS: at 14.39% examples, 729943 words/s, in_qsize 8, out_qsize 1
2020-07-24 01:33:27,458 : INFO : EPOCH 15 - PROGRESS: at 14.76% examples, 730233 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:28,471 : INFO : EPOCH 15 - PROGRESS: at 15.10% examples, 730253 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:29,475 : INFO : EPOCH 15 - PROGRESS: at 15.46% examples, 730142 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:33:30,489 : INFO : EPOCH 15 - PROGRESS: at 15.82% examples, 730053 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:31,491 : INFO : EPOCH 15 - PROGRESS: at 16.16% examples, 730420 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:33:32,493 : INFO : EPOCH 15 - PROGRESS: at 16.53% examples, 730395 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:33,502 : INFO : EPOCH 15 - PROGRESS: at 16.89% examples, 730151 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:34,510 : INFO : EPOCH 15 - PROGRESS: at 17.27% examples, 730359 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:35,511 : INFO : EPOCH 15 - PROGRESS: at 17.64% examples, 730364 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:33:36,541 : INFO : EPOCH 15 - PROGRESS: at 18.01% examples, 730259 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:37,543 : INFO : EPOCH 15 - PROGRESS: at 18.39% examples, 730377 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:38,555 : INFO : EPOCH 15 - PROGRESS: at 18.74% examples, 730491 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:39,559 : INFO : EPOCH 15 - PROGRESS: at 19.09% examples, 730592 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:40,560 : INFO : EPOCH 15 - PROGRESS: at 19.44% examples, 730761 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:41,573 : INFO : EPOCH 15 - PROGRESS: at 19.80% examples, 730865 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:42,576 : INFO : EPOCH 15 - PROGRESS: at 20.14% examples, 731019 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:43,586 : INFO : EPOCH 15 - PROGRESS: at 20.49% examples, 731000 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:44,594 : INFO : EPOCH 15 - PROGRESS: at 20.84% examples, 731004 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:45,602 : INFO : EPOCH 15 - PROGRESS: at 21.18% examples, 731186 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:46,612 : INFO : EPOCH 15 - PROGRESS: at 21.52% examples, 731237 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:33:47,624 : INFO : EPOCH 15 - PROGRESS: at 21.89% examples, 731287 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:48,629 : INFO : EPOCH 15 - PROGRESS: at 22.28% examples, 731349 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:33:49,634 : INFO : EPOCH 15 - PROGRESS: at 22.65% examples, 731370 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:50,641 : INFO : EPOCH 15 - PROGRESS: at 23.02% examples, 731355 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:51,644 : INFO : EPOCH 15 - PROGRESS: at 23.40% examples, 731490 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:52,656 : INFO : EPOCH 15 - PROGRESS: at 23.75% examples, 731560 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:33:53,656 : INFO : EPOCH 15 - PROGRESS: at 24.09% examples, 731793 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:54,660 : INFO : EPOCH 15 - PROGRESS: at 24.46% examples, 731899 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:55,668 : INFO : EPOCH 15 - PROGRESS: at 24.82% examples, 731838 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:33:56,678 : INFO : EPOCH 15 - PROGRESS: at 25.20% examples, 731928 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:57,690 : INFO : EPOCH 15 - PROGRESS: at 25.57% examples, 731935 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:58,705 : INFO : EPOCH 15 - PROGRESS: at 25.93% examples, 731953 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:33:59,706 : INFO : EPOCH 15 - PROGRESS: at 26.29% examples, 732103 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:00,715 : INFO : EPOCH 15 - PROGRESS: at 26.65% examples, 732187 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:01,722 : INFO : EPOCH 15 - PROGRESS: at 26.99% examples, 732321 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:02,725 : INFO : EPOCH 15 - PROGRESS: at 27.33% examples, 732438 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:03,729 : INFO : EPOCH 15 - PROGRESS: at 27.68% examples, 732475 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:04,731 : INFO : EPOCH 15 - PROGRESS: at 28.04% examples, 732535 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:05,747 : INFO : EPOCH 15 - PROGRESS: at 28.40% examples, 732519 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:06,760 : INFO : EPOCH 15 - PROGRESS: at 28.75% examples, 732525 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:07,785 : INFO : EPOCH 15 - PROGRESS: at 29.12% examples, 732533 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:34:08,796 : INFO : EPOCH 15 - PROGRESS: at 29.46% examples, 732646 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:09,799 : INFO : EPOCH 15 - PROGRESS: at 29.83% examples, 732733 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:10,800 : INFO : EPOCH 15 - PROGRESS: at 30.18% examples, 732742 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:11,812 : INFO : EPOCH 15 - PROGRESS: at 30.52% examples, 732735 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:12,821 : INFO : EPOCH 15 - PROGRESS: at 30.89% examples, 732766 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:13,832 : INFO : EPOCH 15 - PROGRESS: at 31.27% examples, 732691 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:14,834 : INFO : EPOCH 15 - PROGRESS: at 31.66% examples, 732787 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:15,843 : INFO : EPOCH 15 - PROGRESS: at 32.03% examples, 732835 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:16,860 : INFO : EPOCH 15 - PROGRESS: at 32.40% examples, 732808 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:17,870 : INFO : EPOCH 15 - PROGRESS: at 32.78% examples, 732723 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:18,877 : INFO : EPOCH 15 - PROGRESS: at 33.15% examples, 732858 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:19,888 : INFO : EPOCH 15 - PROGRESS: at 33.49% examples, 732861 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:20,893 : INFO : EPOCH 15 - PROGRESS: at 33.85% examples, 732913 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:21,902 : INFO : EPOCH 15 - PROGRESS: at 34.19% examples, 733021 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:22,918 : INFO : EPOCH 15 - PROGRESS: at 34.54% examples, 733016 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:23,937 : INFO : EPOCH 15 - PROGRESS: at 34.91% examples, 733012 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:24,944 : INFO : EPOCH 15 - PROGRESS: at 35.27% examples, 733127 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:25,960 : INFO : EPOCH 15 - PROGRESS: at 35.58% examples, 733254 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:26,963 : INFO : EPOCH 15 - PROGRESS: at 35.94% examples, 733216 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:27,978 : INFO : EPOCH 15 - PROGRESS: at 36.30% examples, 733188 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:28,980 : INFO : EPOCH 15 - PROGRESS: at 36.66% examples, 733120 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:30,001 : INFO : EPOCH 15 - PROGRESS: at 37.05% examples, 733152 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:31,024 : INFO : EPOCH 15 - PROGRESS: at 37.43% examples, 733151 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:32,030 : INFO : EPOCH 15 - PROGRESS: at 37.78% examples, 733178 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:33,032 : INFO : EPOCH 15 - PROGRESS: at 38.15% examples, 733167 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:34:34,036 : INFO : EPOCH 15 - PROGRESS: at 38.50% examples, 733228 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:35,051 : INFO : EPOCH 15 - PROGRESS: at 38.87% examples, 733224 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:36,058 : INFO : EPOCH 15 - PROGRESS: at 39.22% examples, 733360 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:37,063 : INFO : EPOCH 15 - PROGRESS: at 39.58% examples, 733398 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:38,066 : INFO : EPOCH 15 - PROGRESS: at 39.92% examples, 733355 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:39,076 : INFO : EPOCH 15 - PROGRESS: at 40.24% examples, 733416 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:40,085 : INFO : EPOCH 15 - PROGRESS: at 40.60% examples, 733448 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:41,101 : INFO : EPOCH 15 - PROGRESS: at 40.94% examples, 733464 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:42,108 : INFO : EPOCH 15 - PROGRESS: at 41.30% examples, 733533 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:43,109 : INFO : EPOCH 15 - PROGRESS: at 41.65% examples, 733567 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:44,110 : INFO : EPOCH 15 - PROGRESS: at 41.99% examples, 733599 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:45,112 : INFO : EPOCH 15 - PROGRESS: at 42.35% examples, 733593 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:46,112 : INFO : EPOCH 15 - PROGRESS: at 42.71% examples, 733643 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:47,139 : INFO : EPOCH 15 - PROGRESS: at 43.09% examples, 733586 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:48,142 : INFO : EPOCH 15 - PROGRESS: at 43.46% examples, 733592 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:49,144 : INFO : EPOCH 15 - PROGRESS: at 43.81% examples, 733636 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:50,156 : INFO : EPOCH 15 - PROGRESS: at 44.15% examples, 733689 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:51,165 : INFO : EPOCH 15 - PROGRESS: at 44.52% examples, 733755 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:52,167 : INFO : EPOCH 15 - PROGRESS: at 44.88% examples, 733764 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:53,176 : INFO : EPOCH 15 - PROGRESS: at 45.24% examples, 733656 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:54,189 : INFO : EPOCH 15 - PROGRESS: at 45.59% examples, 733742 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:55,190 : INFO : EPOCH 15 - PROGRESS: at 45.96% examples, 733709 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:56,192 : INFO : EPOCH 15 - PROGRESS: at 46.29% examples, 733743 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:57,192 : INFO : EPOCH 15 - PROGRESS: at 46.64% examples, 733802 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:58,193 : INFO : EPOCH 15 - PROGRESS: at 46.98% examples, 733788 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:34:59,198 : INFO : EPOCH 15 - PROGRESS: at 47.31% examples, 733825 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:00,209 : INFO : EPOCH 15 - PROGRESS: at 47.66% examples, 733774 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:01,215 : INFO : EPOCH 15 - PROGRESS: at 47.99% examples, 733802 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:02,220 : INFO : EPOCH 15 - PROGRESS: at 48.34% examples, 733791 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:03,234 : INFO : EPOCH 15 - PROGRESS: at 48.69% examples, 733868 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:04,235 : INFO : EPOCH 15 - PROGRESS: at 49.07% examples, 733851 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:05,235 : INFO : EPOCH 15 - PROGRESS: at 49.43% examples, 733786 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:35:06,236 : INFO : EPOCH 15 - PROGRESS: at 49.77% examples, 733803 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:07,249 : INFO : EPOCH 15 - PROGRESS: at 50.13% examples, 733824 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:08,260 : INFO : EPOCH 15 - PROGRESS: at 50.50% examples, 733874 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:09,277 : INFO : EPOCH 15 - PROGRESS: at 50.86% examples, 733875 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:10,285 : INFO : EPOCH 15 - PROGRESS: at 51.20% examples, 733960 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:11,299 : INFO : EPOCH 15 - PROGRESS: at 51.55% examples, 733952 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:12,304 : INFO : EPOCH 15 - PROGRESS: at 51.90% examples, 733951 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:13,305 : INFO : EPOCH 15 - PROGRESS: at 52.24% examples, 733954 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:14,311 : INFO : EPOCH 15 - PROGRESS: at 52.60% examples, 734000 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:35:15,313 : INFO : EPOCH 15 - PROGRESS: at 52.95% examples, 734037 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:35:16,314 : INFO : EPOCH 15 - PROGRESS: at 53.31% examples, 733988 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:17,323 : INFO : EPOCH 15 - PROGRESS: at 53.65% examples, 734050 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:18,327 : INFO : EPOCH 15 - PROGRESS: at 53.99% examples, 734080 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:19,337 : INFO : EPOCH 15 - PROGRESS: at 54.37% examples, 734143 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:20,343 : INFO : EPOCH 15 - PROGRESS: at 54.70% examples, 734217 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:21,343 : INFO : EPOCH 15 - PROGRESS: at 55.04% examples, 734218 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:22,343 : INFO : EPOCH 15 - PROGRESS: at 55.37% examples, 734212 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:23,345 : INFO : EPOCH 15 - PROGRESS: at 55.72% examples, 734233 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:24,349 : INFO : EPOCH 15 - PROGRESS: at 56.07% examples, 734269 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:25,350 : INFO : EPOCH 15 - PROGRESS: at 56.43% examples, 734274 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:26,352 : INFO : EPOCH 15 - PROGRESS: at 56.78% examples, 734287 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:27,366 : INFO : EPOCH 15 - PROGRESS: at 57.16% examples, 734241 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:28,370 : INFO : EPOCH 15 - PROGRESS: at 57.52% examples, 734292 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:29,390 : INFO : EPOCH 15 - PROGRESS: at 57.91% examples, 734230 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:30,397 : INFO : EPOCH 15 - PROGRESS: at 58.26% examples, 734230 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:31,403 : INFO : EPOCH 15 - PROGRESS: at 58.63% examples, 734253 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:32,408 : INFO : EPOCH 15 - PROGRESS: at 58.97% examples, 734264 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:33,414 : INFO : EPOCH 15 - PROGRESS: at 59.29% examples, 734309 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:34,420 : INFO : EPOCH 15 - PROGRESS: at 59.64% examples, 734329 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:35,422 : INFO : EPOCH 15 - PROGRESS: at 59.99% examples, 734384 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:36,431 : INFO : EPOCH 15 - PROGRESS: at 60.38% examples, 734299 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:37,438 : INFO : EPOCH 15 - PROGRESS: at 60.75% examples, 734288 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:38,443 : INFO : EPOCH 15 - PROGRESS: at 61.11% examples, 734193 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:39,452 : INFO : EPOCH 15 - PROGRESS: at 61.46% examples, 734029 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:40,453 : INFO : EPOCH 15 - PROGRESS: at 61.78% examples, 733784 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:41,455 : INFO : EPOCH 15 - PROGRESS: at 62.09% examples, 733179 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:42,465 : INFO : EPOCH 15 - PROGRESS: at 62.42% examples, 732822 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:43,470 : INFO : EPOCH 15 - PROGRESS: at 62.77% examples, 732863 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:44,475 : INFO : EPOCH 15 - PROGRESS: at 63.13% examples, 732900 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:45,480 : INFO : EPOCH 15 - PROGRESS: at 63.50% examples, 732894 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:46,482 : INFO : EPOCH 15 - PROGRESS: at 63.87% examples, 732975 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:47,482 : INFO : EPOCH 15 - PROGRESS: at 64.18% examples, 733047 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:48,504 : INFO : EPOCH 15 - PROGRESS: at 64.52% examples, 732998 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:35:49,506 : INFO : EPOCH 15 - PROGRESS: at 64.91% examples, 733054 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:35:50,508 : INFO : EPOCH 15 - PROGRESS: at 65.27% examples, 733021 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:51,521 : INFO : EPOCH 15 - PROGRESS: at 65.62% examples, 732999 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:52,521 : INFO : EPOCH 15 - PROGRESS: at 65.96% examples, 733080 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:53,528 : INFO : EPOCH 15 - PROGRESS: at 66.34% examples, 733068 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:35:54,537 : INFO : EPOCH 15 - PROGRESS: at 66.70% examples, 733057 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:55,541 : INFO : EPOCH 15 - PROGRESS: at 67.07% examples, 733104 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:56,542 : INFO : EPOCH 15 - PROGRESS: at 67.40% examples, 733068 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:57,554 : INFO : EPOCH 15 - PROGRESS: at 67.77% examples, 733069 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:58,560 : INFO : EPOCH 15 - PROGRESS: at 68.14% examples, 733084 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:35:59,560 : INFO : EPOCH 15 - PROGRESS: at 68.50% examples, 733072 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:00,565 : INFO : EPOCH 15 - PROGRESS: at 68.88% examples, 733077 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:01,575 : INFO : EPOCH 15 - PROGRESS: at 69.25% examples, 733070 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:36:02,579 : INFO : EPOCH 15 - PROGRESS: at 69.56% examples, 733148 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:03,584 : INFO : EPOCH 15 - PROGRESS: at 69.95% examples, 733107 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:04,592 : INFO : EPOCH 15 - PROGRESS: at 70.35% examples, 733094 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:05,596 : INFO : EPOCH 15 - PROGRESS: at 70.69% examples, 733107 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:06,598 : INFO : EPOCH 15 - PROGRESS: at 71.07% examples, 733132 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:07,604 : INFO : EPOCH 15 - PROGRESS: at 71.45% examples, 733072 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:08,608 : INFO : EPOCH 15 - PROGRESS: at 71.83% examples, 733095 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:36:09,624 : INFO : EPOCH 15 - PROGRESS: at 72.21% examples, 733070 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:10,626 : INFO : EPOCH 15 - PROGRESS: at 72.57% examples, 733141 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:11,632 : INFO : EPOCH 15 - PROGRESS: at 72.94% examples, 733168 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:12,634 : INFO : EPOCH 15 - PROGRESS: at 73.28% examples, 733177 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:13,634 : INFO : EPOCH 15 - PROGRESS: at 73.64% examples, 733196 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:14,651 : INFO : EPOCH 15 - PROGRESS: at 73.99% examples, 733214 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:15,651 : INFO : EPOCH 15 - PROGRESS: at 74.35% examples, 733253 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:16,656 : INFO : EPOCH 15 - PROGRESS: at 74.70% examples, 733275 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:17,667 : INFO : EPOCH 15 - PROGRESS: at 75.06% examples, 733291 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:18,686 : INFO : EPOCH 15 - PROGRESS: at 75.44% examples, 733286 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:36:19,700 : INFO : EPOCH 15 - PROGRESS: at 75.81% examples, 733305 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:20,704 : INFO : EPOCH 15 - PROGRESS: at 76.18% examples, 733320 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:21,723 : INFO : EPOCH 15 - PROGRESS: at 76.58% examples, 733295 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:22,725 : INFO : EPOCH 15 - PROGRESS: at 76.92% examples, 733336 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:36:23,727 : INFO : EPOCH 15 - PROGRESS: at 77.29% examples, 733379 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:24,730 : INFO : EPOCH 15 - PROGRESS: at 77.65% examples, 733373 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:36:25,745 : INFO : EPOCH 15 - PROGRESS: at 78.00% examples, 733376 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:26,750 : INFO : EPOCH 15 - PROGRESS: at 78.33% examples, 733420 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:27,769 : INFO : EPOCH 15 - PROGRESS: at 78.69% examples, 733385 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:28,787 : INFO : EPOCH 15 - PROGRESS: at 79.05% examples, 733463 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:29,787 : INFO : EPOCH 15 - PROGRESS: at 79.41% examples, 733515 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:30,791 : INFO : EPOCH 15 - PROGRESS: at 79.78% examples, 733501 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:31,796 : INFO : EPOCH 15 - PROGRESS: at 80.13% examples, 733520 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:32,810 : INFO : EPOCH 15 - PROGRESS: at 80.48% examples, 733537 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:33,811 : INFO : EPOCH 15 - PROGRESS: at 80.84% examples, 733509 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:34,811 : INFO : EPOCH 15 - PROGRESS: at 81.19% examples, 733587 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:35,830 : INFO : EPOCH 15 - PROGRESS: at 81.53% examples, 733560 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:36,835 : INFO : EPOCH 15 - PROGRESS: at 81.89% examples, 733589 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:37,836 : INFO : EPOCH 15 - PROGRESS: at 82.27% examples, 733523 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:38,840 : INFO : EPOCH 15 - PROGRESS: at 82.63% examples, 733512 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:39,843 : INFO : EPOCH 15 - PROGRESS: at 82.99% examples, 733547 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:40,844 : INFO : EPOCH 15 - PROGRESS: at 83.35% examples, 733571 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:36:41,857 : INFO : EPOCH 15 - PROGRESS: at 83.68% examples, 733539 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:36:42,880 : INFO : EPOCH 15 - PROGRESS: at 84.06% examples, 733524 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:43,895 : INFO : EPOCH 15 - PROGRESS: at 84.44% examples, 733515 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:44,897 : INFO : EPOCH 15 - PROGRESS: at 84.80% examples, 733497 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:45,899 : INFO : EPOCH 15 - PROGRESS: at 85.16% examples, 733547 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:36:46,909 : INFO : EPOCH 15 - PROGRESS: at 85.51% examples, 733554 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:47,920 : INFO : EPOCH 15 - PROGRESS: at 85.90% examples, 733552 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:48,921 : INFO : EPOCH 15 - PROGRESS: at 86.26% examples, 733561 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:36:49,925 : INFO : EPOCH 15 - PROGRESS: at 86.63% examples, 733573 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:50,937 : INFO : EPOCH 15 - PROGRESS: at 86.99% examples, 733609 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:36:51,939 : INFO : EPOCH 15 - PROGRESS: at 87.35% examples, 733590 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:52,948 : INFO : EPOCH 15 - PROGRESS: at 87.70% examples, 733645 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:53,959 : INFO : EPOCH 15 - PROGRESS: at 88.03% examples, 733652 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:36:54,967 : INFO : EPOCH 15 - PROGRESS: at 88.38% examples, 733679 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:55,968 : INFO : EPOCH 15 - PROGRESS: at 88.75% examples, 733714 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:56,981 : INFO : EPOCH 15 - PROGRESS: at 89.09% examples, 733708 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:58,002 : INFO : EPOCH 15 - PROGRESS: at 89.45% examples, 733695 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:36:59,014 : INFO : EPOCH 15 - PROGRESS: at 89.81% examples, 733721 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:00,015 : INFO : EPOCH 15 - PROGRESS: at 90.13% examples, 733773 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:01,015 : INFO : EPOCH 15 - PROGRESS: at 90.48% examples, 733825 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:02,017 : INFO : EPOCH 15 - PROGRESS: at 90.85% examples, 733828 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:03,030 : INFO : EPOCH 15 - PROGRESS: at 91.22% examples, 733788 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:04,039 : INFO : EPOCH 15 - PROGRESS: at 91.59% examples, 733783 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:05,053 : INFO : EPOCH 15 - PROGRESS: at 91.98% examples, 733788 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:06,057 : INFO : EPOCH 15 - PROGRESS: at 92.35% examples, 733795 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:07,061 : INFO : EPOCH 15 - PROGRESS: at 92.66% examples, 733835 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:08,081 : INFO : EPOCH 15 - PROGRESS: at 92.99% examples, 733799 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:09,082 : INFO : EPOCH 15 - PROGRESS: at 93.35% examples, 733810 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:10,083 : INFO : EPOCH 15 - PROGRESS: at 93.71% examples, 733819 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:11,093 : INFO : EPOCH 15 - PROGRESS: at 94.05% examples, 733835 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:12,103 : INFO : EPOCH 15 - PROGRESS: at 94.42% examples, 733836 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:13,104 : INFO : EPOCH 15 - PROGRESS: at 94.78% examples, 733837 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:37:14,126 : INFO : EPOCH 15 - PROGRESS: at 95.17% examples, 733798 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:15,131 : INFO : EPOCH 15 - PROGRESS: at 95.51% examples, 733831 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:37:16,133 : INFO : EPOCH 15 - PROGRESS: at 95.83% examples, 733857 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:17,139 : INFO : EPOCH 15 - PROGRESS: at 96.16% examples, 733890 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:18,157 : INFO : EPOCH 15 - PROGRESS: at 96.53% examples, 733893 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:19,163 : INFO : EPOCH 15 - PROGRESS: at 96.89% examples, 733899 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:20,168 : INFO : EPOCH 15 - PROGRESS: at 97.25% examples, 733886 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:37:21,177 : INFO : EPOCH 15 - PROGRESS: at 97.62% examples, 733907 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:37:22,189 : INFO : EPOCH 15 - PROGRESS: at 97.98% examples, 733894 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:23,194 : INFO : EPOCH 15 - PROGRESS: at 98.33% examples, 733897 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:24,204 : INFO : EPOCH 15 - PROGRESS: at 98.68% examples, 733915 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:25,205 : INFO : EPOCH 15 - PROGRESS: at 99.02% examples, 733938 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:26,216 : INFO : EPOCH 15 - PROGRESS: at 99.37% examples, 733948 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:27,230 : INFO : EPOCH 15 - PROGRESS: at 99.72% examples, 733948 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:27,985 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 01:37:27,993 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 01:37:27,999 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 01:37:28,006 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 01:37:28,007 : INFO : EPOCH - 15 : training on 266955784 raw words (207596946 effective words) took 282.8s, 733961 effective words/s
2020-07-24 01:37:29,022 : INFO : EPOCH 16 - PROGRESS: at 0.29% examples, 732863 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:30,028 : INFO : EPOCH 16 - PROGRESS: at 0.65% examples, 732281 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:31,032 : INFO : EPOCH 16 - PROGRESS: at 1.01% examples, 732949 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:32,035 : INFO : EPOCH 16 - PROGRESS: at 1.37% examples, 733299 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:33,045 : INFO : EPOCH 16 - PROGRESS: at 1.73% examples, 734384 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:34,053 : INFO : EPOCH 16 - PROGRESS: at 2.10% examples, 735572 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:35,059 : INFO : EPOCH 16 - PROGRESS: at 2.47% examples, 735417 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:36,064 : INFO : EPOCH 16 - PROGRESS: at 2.77% examples, 735223 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:37,081 : INFO : EPOCH 16 - PROGRESS: at 3.13% examples, 735412 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:38,083 : INFO : EPOCH 16 - PROGRESS: at 3.49% examples, 735263 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:39,084 : INFO : EPOCH 16 - PROGRESS: at 3.85% examples, 734692 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:40,088 : INFO : EPOCH 16 - PROGRESS: at 4.23% examples, 735368 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:41,093 : INFO : EPOCH 16 - PROGRESS: at 4.59% examples, 735354 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:42,096 : INFO : EPOCH 16 - PROGRESS: at 4.94% examples, 735808 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:43,098 : INFO : EPOCH 16 - PROGRESS: at 5.30% examples, 735589 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:44,104 : INFO : EPOCH 16 - PROGRESS: at 5.65% examples, 735742 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:45,108 : INFO : EPOCH 16 - PROGRESS: at 5.99% examples, 735547 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:46,124 : INFO : EPOCH 16 - PROGRESS: at 6.34% examples, 735291 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:47,127 : INFO : EPOCH 16 - PROGRESS: at 6.69% examples, 736174 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:48,138 : INFO : EPOCH 16 - PROGRESS: at 7.06% examples, 735341 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:49,140 : INFO : EPOCH 16 - PROGRESS: at 7.42% examples, 735297 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:50,144 : INFO : EPOCH 16 - PROGRESS: at 7.79% examples, 734887 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:51,145 : INFO : EPOCH 16 - PROGRESS: at 8.18% examples, 735114 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:52,149 : INFO : EPOCH 16 - PROGRESS: at 8.52% examples, 734523 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:53,155 : INFO : EPOCH 16 - PROGRESS: at 8.90% examples, 734586 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:54,157 : INFO : EPOCH 16 - PROGRESS: at 9.22% examples, 734797 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:55,159 : INFO : EPOCH 16 - PROGRESS: at 9.55% examples, 734958 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:56,169 : INFO : EPOCH 16 - PROGRESS: at 9.91% examples, 734494 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:37:57,175 : INFO : EPOCH 16 - PROGRESS: at 10.27% examples, 734617 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:37:58,177 : INFO : EPOCH 16 - PROGRESS: at 10.62% examples, 734570 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:37:59,183 : INFO : EPOCH 16 - PROGRESS: at 10.98% examples, 734696 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:38:00,189 : INFO : EPOCH 16 - PROGRESS: at 11.33% examples, 734599 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:01,195 : INFO : EPOCH 16 - PROGRESS: at 11.68% examples, 734464 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:02,197 : INFO : EPOCH 16 - PROGRESS: at 12.03% examples, 734510 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:03,211 : INFO : EPOCH 16 - PROGRESS: at 12.35% examples, 734830 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:04,214 : INFO : EPOCH 16 - PROGRESS: at 12.70% examples, 734781 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:05,227 : INFO : EPOCH 16 - PROGRESS: at 13.05% examples, 734507 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:38:06,240 : INFO : EPOCH 16 - PROGRESS: at 13.41% examples, 734434 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:07,241 : INFO : EPOCH 16 - PROGRESS: at 13.77% examples, 734401 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:08,264 : INFO : EPOCH 16 - PROGRESS: at 14.13% examples, 734228 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:09,278 : INFO : EPOCH 16 - PROGRESS: at 14.47% examples, 734530 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:10,279 : INFO : EPOCH 16 - PROGRESS: at 14.84% examples, 734469 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:11,303 : INFO : EPOCH 16 - PROGRESS: at 15.18% examples, 734440 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:12,316 : INFO : EPOCH 16 - PROGRESS: at 15.55% examples, 734375 words/s, in_qsize 7, out_qsize 2
2020-07-24 01:38:13,320 : INFO : EPOCH 16 - PROGRESS: at 15.90% examples, 734669 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:14,336 : INFO : EPOCH 16 - PROGRESS: at 16.25% examples, 734773 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:15,351 : INFO : EPOCH 16 - PROGRESS: at 16.63% examples, 734667 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:16,365 : INFO : EPOCH 16 - PROGRESS: at 17.01% examples, 734618 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:17,367 : INFO : EPOCH 16 - PROGRESS: at 17.37% examples, 734716 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:18,377 : INFO : EPOCH 16 - PROGRESS: at 17.74% examples, 734095 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:19,378 : INFO : EPOCH 16 - PROGRESS: at 18.09% examples, 733665 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:20,381 : INFO : EPOCH 16 - PROGRESS: at 18.45% examples, 733016 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:21,389 : INFO : EPOCH 16 - PROGRESS: at 18.75% examples, 731082 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:22,392 : INFO : EPOCH 16 - PROGRESS: at 19.07% examples, 730139 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:23,405 : INFO : EPOCH 16 - PROGRESS: at 19.42% examples, 730245 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:24,411 : INFO : EPOCH 16 - PROGRESS: at 19.78% examples, 730464 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:25,412 : INFO : EPOCH 16 - PROGRESS: at 20.12% examples, 730777 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:26,415 : INFO : EPOCH 16 - PROGRESS: at 20.48% examples, 730720 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:38:27,424 : INFO : EPOCH 16 - PROGRESS: at 20.82% examples, 730835 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:28,446 : INFO : EPOCH 16 - PROGRESS: at 21.17% examples, 730865 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:38:29,450 : INFO : EPOCH 16 - PROGRESS: at 21.51% examples, 731209 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:30,453 : INFO : EPOCH 16 - PROGRESS: at 21.89% examples, 731353 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:31,461 : INFO : EPOCH 16 - PROGRESS: at 22.27% examples, 731386 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:32,475 : INFO : EPOCH 16 - PROGRESS: at 22.65% examples, 731478 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:33,498 : INFO : EPOCH 16 - PROGRESS: at 23.02% examples, 731345 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:34,502 : INFO : EPOCH 16 - PROGRESS: at 23.40% examples, 731302 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:35,511 : INFO : EPOCH 16 - PROGRESS: at 23.74% examples, 731224 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:36,520 : INFO : EPOCH 16 - PROGRESS: at 24.08% examples, 731300 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:37,545 : INFO : EPOCH 16 - PROGRESS: at 24.46% examples, 731372 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:38,545 : INFO : EPOCH 16 - PROGRESS: at 24.81% examples, 731429 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:39,555 : INFO : EPOCH 16 - PROGRESS: at 25.18% examples, 731313 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:40,559 : INFO : EPOCH 16 - PROGRESS: at 25.56% examples, 731408 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:41,564 : INFO : EPOCH 16 - PROGRESS: at 25.91% examples, 731503 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:38:42,567 : INFO : EPOCH 16 - PROGRESS: at 26.28% examples, 731605 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:43,568 : INFO : EPOCH 16 - PROGRESS: at 26.63% examples, 731721 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:44,572 : INFO : EPOCH 16 - PROGRESS: at 26.98% examples, 731931 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:45,578 : INFO : EPOCH 16 - PROGRESS: at 27.31% examples, 732028 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:46,585 : INFO : EPOCH 16 - PROGRESS: at 27.67% examples, 732188 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:47,592 : INFO : EPOCH 16 - PROGRESS: at 28.02% examples, 732199 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:48,593 : INFO : EPOCH 16 - PROGRESS: at 28.39% examples, 732300 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:49,602 : INFO : EPOCH 16 - PROGRESS: at 28.74% examples, 732282 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:50,607 : INFO : EPOCH 16 - PROGRESS: at 29.11% examples, 732316 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:51,609 : INFO : EPOCH 16 - PROGRESS: at 29.44% examples, 732573 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:52,635 : INFO : EPOCH 16 - PROGRESS: at 29.81% examples, 732490 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:53,636 : INFO : EPOCH 16 - PROGRESS: at 30.15% examples, 732199 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:54,644 : INFO : EPOCH 16 - PROGRESS: at 30.47% examples, 731412 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:55,648 : INFO : EPOCH 16 - PROGRESS: at 30.80% examples, 730768 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:56,658 : INFO : EPOCH 16 - PROGRESS: at 31.14% examples, 729985 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:57,661 : INFO : EPOCH 16 - PROGRESS: at 31.48% examples, 729211 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:58,667 : INFO : EPOCH 16 - PROGRESS: at 31.83% examples, 728484 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:38:59,684 : INFO : EPOCH 16 - PROGRESS: at 32.16% examples, 727785 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:00,688 : INFO : EPOCH 16 - PROGRESS: at 32.49% examples, 727160 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:01,696 : INFO : EPOCH 16 - PROGRESS: at 32.85% examples, 726465 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:02,705 : INFO : EPOCH 16 - PROGRESS: at 33.17% examples, 725785 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:39:03,706 : INFO : EPOCH 16 - PROGRESS: at 33.48% examples, 725251 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:04,712 : INFO : EPOCH 16 - PROGRESS: at 33.81% examples, 724701 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:05,719 : INFO : EPOCH 16 - PROGRESS: at 34.11% examples, 724147 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:39:06,720 : INFO : EPOCH 16 - PROGRESS: at 34.43% examples, 723597 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:07,724 : INFO : EPOCH 16 - PROGRESS: at 34.76% examples, 722957 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:08,724 : INFO : EPOCH 16 - PROGRESS: at 35.09% examples, 722639 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:09,737 : INFO : EPOCH 16 - PROGRESS: at 35.39% examples, 722072 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:10,743 : INFO : EPOCH 16 - PROGRESS: at 35.68% examples, 721645 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:11,748 : INFO : EPOCH 16 - PROGRESS: at 36.00% examples, 721029 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:12,752 : INFO : EPOCH 16 - PROGRESS: at 36.34% examples, 720578 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:13,758 : INFO : EPOCH 16 - PROGRESS: at 36.68% examples, 720067 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:14,765 : INFO : EPOCH 16 - PROGRESS: at 37.02% examples, 719502 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:15,768 : INFO : EPOCH 16 - PROGRESS: at 37.36% examples, 719084 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:16,785 : INFO : EPOCH 16 - PROGRESS: at 37.70% examples, 718564 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:39:17,797 : INFO : EPOCH 16 - PROGRESS: at 38.02% examples, 718131 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:18,808 : INFO : EPOCH 16 - PROGRESS: at 38.34% examples, 717723 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:19,809 : INFO : EPOCH 16 - PROGRESS: at 38.69% examples, 717276 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:20,813 : INFO : EPOCH 16 - PROGRESS: at 39.00% examples, 716863 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:39:21,822 : INFO : EPOCH 16 - PROGRESS: at 39.32% examples, 716407 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:22,831 : INFO : EPOCH 16 - PROGRESS: at 39.64% examples, 716004 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:23,840 : INFO : EPOCH 16 - PROGRESS: at 39.96% examples, 715511 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:24,844 : INFO : EPOCH 16 - PROGRESS: at 40.25% examples, 715245 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:25,846 : INFO : EPOCH 16 - PROGRESS: at 40.56% examples, 714843 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:26,860 : INFO : EPOCH 16 - PROGRESS: at 40.89% examples, 714401 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:27,860 : INFO : EPOCH 16 - PROGRESS: at 41.20% examples, 714138 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:28,863 : INFO : EPOCH 16 - PROGRESS: at 41.52% examples, 713701 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:39:29,867 : INFO : EPOCH 16 - PROGRESS: at 41.84% examples, 713273 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:30,882 : INFO : EPOCH 16 - PROGRESS: at 42.16% examples, 712883 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:31,889 : INFO : EPOCH 16 - PROGRESS: at 42.50% examples, 712521 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:32,910 : INFO : EPOCH 16 - PROGRESS: at 42.83% examples, 712146 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:33,914 : INFO : EPOCH 16 - PROGRESS: at 43.16% examples, 711725 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:39:34,933 : INFO : EPOCH 16 - PROGRESS: at 43.49% examples, 711404 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:39:35,939 : INFO : EPOCH 16 - PROGRESS: at 43.81% examples, 711132 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:36,954 : INFO : EPOCH 16 - PROGRESS: at 44.12% examples, 710759 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:37,957 : INFO : EPOCH 16 - PROGRESS: at 44.46% examples, 710522 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:38,961 : INFO : EPOCH 16 - PROGRESS: at 44.79% examples, 710094 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:39,973 : INFO : EPOCH 16 - PROGRESS: at 45.12% examples, 709728 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:40,975 : INFO : EPOCH 16 - PROGRESS: at 45.44% examples, 709429 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:39:41,976 : INFO : EPOCH 16 - PROGRESS: at 45.76% examples, 709134 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:39:42,979 : INFO : EPOCH 16 - PROGRESS: at 46.07% examples, 708859 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:43,981 : INFO : EPOCH 16 - PROGRESS: at 46.39% examples, 708553 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:45,001 : INFO : EPOCH 16 - PROGRESS: at 46.69% examples, 708209 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:46,003 : INFO : EPOCH 16 - PROGRESS: at 47.02% examples, 707971 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:47,005 : INFO : EPOCH 16 - PROGRESS: at 47.32% examples, 707696 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:48,021 : INFO : EPOCH 16 - PROGRESS: at 47.63% examples, 707348 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:49,022 : INFO : EPOCH 16 - PROGRESS: at 47.93% examples, 707017 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:39:50,025 : INFO : EPOCH 16 - PROGRESS: at 48.25% examples, 706744 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:39:51,036 : INFO : EPOCH 16 - PROGRESS: at 48.56% examples, 706593 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:52,046 : INFO : EPOCH 16 - PROGRESS: at 48.90% examples, 706287 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:53,053 : INFO : EPOCH 16 - PROGRESS: at 49.24% examples, 706042 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:54,065 : INFO : EPOCH 16 - PROGRESS: at 49.56% examples, 705745 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:55,067 : INFO : EPOCH 16 - PROGRESS: at 49.89% examples, 705582 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:56,072 : INFO : EPOCH 16 - PROGRESS: at 50.22% examples, 705322 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:39:57,084 : INFO : EPOCH 16 - PROGRESS: at 50.55% examples, 705045 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:39:58,098 : INFO : EPOCH 16 - PROGRESS: at 50.86% examples, 704760 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:39:59,109 : INFO : EPOCH 16 - PROGRESS: at 51.18% examples, 704568 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:00,109 : INFO : EPOCH 16 - PROGRESS: at 51.49% examples, 704341 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:40:01,115 : INFO : EPOCH 16 - PROGRESS: at 51.81% examples, 704123 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:02,116 : INFO : EPOCH 16 - PROGRESS: at 52.14% examples, 703935 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:03,130 : INFO : EPOCH 16 - PROGRESS: at 52.45% examples, 703615 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:40:04,142 : INFO : EPOCH 16 - PROGRESS: at 52.75% examples, 703431 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:05,155 : INFO : EPOCH 16 - PROGRESS: at 53.10% examples, 703179 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:06,165 : INFO : EPOCH 16 - PROGRESS: at 53.41% examples, 702985 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:07,167 : INFO : EPOCH 16 - PROGRESS: at 53.73% examples, 702769 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:40:08,175 : INFO : EPOCH 16 - PROGRESS: at 54.05% examples, 702583 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:09,176 : INFO : EPOCH 16 - PROGRESS: at 54.37% examples, 702344 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:10,176 : INFO : EPOCH 16 - PROGRESS: at 54.68% examples, 702161 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:11,186 : INFO : EPOCH 16 - PROGRESS: at 54.98% examples, 701934 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:12,191 : INFO : EPOCH 16 - PROGRESS: at 55.29% examples, 701709 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:13,194 : INFO : EPOCH 16 - PROGRESS: at 55.59% examples, 701572 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:40:14,208 : INFO : EPOCH 16 - PROGRESS: at 55.91% examples, 701319 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:40:15,221 : INFO : EPOCH 16 - PROGRESS: at 56.23% examples, 701149 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:16,222 : INFO : EPOCH 16 - PROGRESS: at 56.55% examples, 700958 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:17,235 : INFO : EPOCH 16 - PROGRESS: at 56.89% examples, 700732 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:18,256 : INFO : EPOCH 16 - PROGRESS: at 57.24% examples, 700537 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:19,264 : INFO : EPOCH 16 - PROGRESS: at 57.57% examples, 700327 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:20,277 : INFO : EPOCH 16 - PROGRESS: at 57.91% examples, 700061 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:21,299 : INFO : EPOCH 16 - PROGRESS: at 58.24% examples, 699851 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:22,310 : INFO : EPOCH 16 - PROGRESS: at 58.57% examples, 699638 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:23,312 : INFO : EPOCH 16 - PROGRESS: at 58.87% examples, 699406 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:24,320 : INFO : EPOCH 16 - PROGRESS: at 59.19% examples, 699226 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:25,331 : INFO : EPOCH 16 - PROGRESS: at 59.50% examples, 699106 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:26,353 : INFO : EPOCH 16 - PROGRESS: at 59.81% examples, 698918 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:27,354 : INFO : EPOCH 16 - PROGRESS: at 60.14% examples, 698804 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:40:28,358 : INFO : EPOCH 16 - PROGRESS: at 60.49% examples, 698572 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:29,362 : INFO : EPOCH 16 - PROGRESS: at 60.84% examples, 698418 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:30,370 : INFO : EPOCH 16 - PROGRESS: at 61.16% examples, 698255 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:31,377 : INFO : EPOCH 16 - PROGRESS: at 61.50% examples, 698144 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:40:32,394 : INFO : EPOCH 16 - PROGRESS: at 61.81% examples, 697926 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:33,408 : INFO : EPOCH 16 - PROGRESS: at 62.13% examples, 697767 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:34,408 : INFO : EPOCH 16 - PROGRESS: at 62.47% examples, 697562 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:35,425 : INFO : EPOCH 16 - PROGRESS: at 62.78% examples, 697452 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:36,429 : INFO : EPOCH 16 - PROGRESS: at 63.12% examples, 697328 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:37,436 : INFO : EPOCH 16 - PROGRESS: at 63.46% examples, 697126 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:38,461 : INFO : EPOCH 16 - PROGRESS: at 63.80% examples, 696960 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:40:39,465 : INFO : EPOCH 16 - PROGRESS: at 64.10% examples, 696902 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:40,468 : INFO : EPOCH 16 - PROGRESS: at 64.38% examples, 696713 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:40:41,472 : INFO : EPOCH 16 - PROGRESS: at 64.71% examples, 696552 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:42,472 : INFO : EPOCH 16 - PROGRESS: at 65.05% examples, 696411 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:43,503 : INFO : EPOCH 16 - PROGRESS: at 65.38% examples, 696229 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:44,503 : INFO : EPOCH 16 - PROGRESS: at 65.69% examples, 696179 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:40:45,503 : INFO : EPOCH 16 - PROGRESS: at 66.01% examples, 696039 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:46,522 : INFO : EPOCH 16 - PROGRESS: at 66.36% examples, 695797 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:47,527 : INFO : EPOCH 16 - PROGRESS: at 66.69% examples, 695654 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:48,530 : INFO : EPOCH 16 - PROGRESS: at 67.01% examples, 695523 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:49,546 : INFO : EPOCH 16 - PROGRESS: at 67.33% examples, 695337 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:50,560 : INFO : EPOCH 16 - PROGRESS: at 67.66% examples, 695219 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:51,576 : INFO : EPOCH 16 - PROGRESS: at 68.00% examples, 695070 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:52,604 : INFO : EPOCH 16 - PROGRESS: at 68.32% examples, 694950 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:53,607 : INFO : EPOCH 16 - PROGRESS: at 68.67% examples, 694824 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:40:54,608 : INFO : EPOCH 16 - PROGRESS: at 69.03% examples, 694667 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:55,614 : INFO : EPOCH 16 - PROGRESS: at 69.32% examples, 694542 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:56,622 : INFO : EPOCH 16 - PROGRESS: at 69.63% examples, 694446 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:40:57,628 : INFO : EPOCH 16 - PROGRESS: at 69.99% examples, 694289 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:40:58,641 : INFO : EPOCH 16 - PROGRESS: at 70.34% examples, 694010 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:40:59,651 : INFO : EPOCH 16 - PROGRESS: at 70.64% examples, 693756 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:00,655 : INFO : EPOCH 16 - PROGRESS: at 70.96% examples, 693459 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:01,657 : INFO : EPOCH 16 - PROGRESS: at 71.25% examples, 692893 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:02,657 : INFO : EPOCH 16 - PROGRESS: at 71.61% examples, 692832 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:03,662 : INFO : EPOCH 16 - PROGRESS: at 71.98% examples, 693007 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:41:04,664 : INFO : EPOCH 16 - PROGRESS: at 72.35% examples, 693215 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:05,667 : INFO : EPOCH 16 - PROGRESS: at 72.71% examples, 693431 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:06,676 : INFO : EPOCH 16 - PROGRESS: at 73.08% examples, 693665 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:07,677 : INFO : EPOCH 16 - PROGRESS: at 73.44% examples, 693839 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:08,684 : INFO : EPOCH 16 - PROGRESS: at 73.78% examples, 694047 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:09,692 : INFO : EPOCH 16 - PROGRESS: at 74.13% examples, 694207 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:10,705 : INFO : EPOCH 16 - PROGRESS: at 74.49% examples, 694352 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:11,716 : INFO : EPOCH 16 - PROGRESS: at 74.85% examples, 694552 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:12,725 : INFO : EPOCH 16 - PROGRESS: at 75.21% examples, 694732 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:13,729 : INFO : EPOCH 16 - PROGRESS: at 75.58% examples, 694907 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:14,732 : INFO : EPOCH 16 - PROGRESS: at 75.94% examples, 695084 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:15,743 : INFO : EPOCH 16 - PROGRESS: at 76.31% examples, 695197 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:41:16,753 : INFO : EPOCH 16 - PROGRESS: at 76.70% examples, 695392 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:17,756 : INFO : EPOCH 16 - PROGRESS: at 77.06% examples, 695498 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:18,757 : INFO : EPOCH 16 - PROGRESS: at 77.42% examples, 695703 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:19,760 : INFO : EPOCH 16 - PROGRESS: at 77.76% examples, 695833 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:20,760 : INFO : EPOCH 16 - PROGRESS: at 78.11% examples, 696011 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:21,776 : INFO : EPOCH 16 - PROGRESS: at 78.44% examples, 696161 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:22,777 : INFO : EPOCH 16 - PROGRESS: at 78.80% examples, 696371 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:23,790 : INFO : EPOCH 16 - PROGRESS: at 79.13% examples, 696521 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:24,795 : INFO : EPOCH 16 - PROGRESS: at 79.51% examples, 696696 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:25,805 : INFO : EPOCH 16 - PROGRESS: at 79.89% examples, 696891 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:26,809 : INFO : EPOCH 16 - PROGRESS: at 80.24% examples, 697043 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:27,812 : INFO : EPOCH 16 - PROGRESS: at 80.58% examples, 697246 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:28,822 : INFO : EPOCH 16 - PROGRESS: at 80.95% examples, 697378 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:29,828 : INFO : EPOCH 16 - PROGRESS: at 81.28% examples, 697579 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:30,835 : INFO : EPOCH 16 - PROGRESS: at 81.63% examples, 697725 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:31,840 : INFO : EPOCH 16 - PROGRESS: at 82.02% examples, 697907 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:32,852 : INFO : EPOCH 16 - PROGRESS: at 82.37% examples, 697975 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:33,860 : INFO : EPOCH 16 - PROGRESS: at 82.75% examples, 698152 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:34,861 : INFO : EPOCH 16 - PROGRESS: at 83.11% examples, 698335 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:35,867 : INFO : EPOCH 16 - PROGRESS: at 83.47% examples, 698472 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:36,872 : INFO : EPOCH 16 - PROGRESS: at 83.80% examples, 698616 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:37,879 : INFO : EPOCH 16 - PROGRESS: at 84.18% examples, 698777 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:38,881 : INFO : EPOCH 16 - PROGRESS: at 84.54% examples, 698893 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:39,892 : INFO : EPOCH 16 - PROGRESS: at 84.91% examples, 699007 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:40,898 : INFO : EPOCH 16 - PROGRESS: at 85.26% examples, 699178 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:41,901 : INFO : EPOCH 16 - PROGRESS: at 85.61% examples, 699287 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:42,916 : INFO : EPOCH 16 - PROGRESS: at 86.00% examples, 699392 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:43,931 : INFO : EPOCH 16 - PROGRESS: at 86.37% examples, 699541 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:44,937 : INFO : EPOCH 16 - PROGRESS: at 86.74% examples, 699717 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:45,938 : INFO : EPOCH 16 - PROGRESS: at 87.09% examples, 699870 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:46,941 : INFO : EPOCH 16 - PROGRESS: at 87.47% examples, 700024 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:47,945 : INFO : EPOCH 16 - PROGRESS: at 87.81% examples, 700156 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:48,956 : INFO : EPOCH 16 - PROGRESS: at 88.13% examples, 700284 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:49,960 : INFO : EPOCH 16 - PROGRESS: at 88.49% examples, 700434 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:41:50,971 : INFO : EPOCH 16 - PROGRESS: at 88.86% examples, 700568 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:52,004 : INFO : EPOCH 16 - PROGRESS: at 89.19% examples, 700700 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:41:53,004 : INFO : EPOCH 16 - PROGRESS: at 89.56% examples, 700849 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:54,006 : INFO : EPOCH 16 - PROGRESS: at 89.90% examples, 700972 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:55,007 : INFO : EPOCH 16 - PROGRESS: at 90.23% examples, 701102 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:56,008 : INFO : EPOCH 16 - PROGRESS: at 90.58% examples, 701258 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:57,031 : INFO : EPOCH 16 - PROGRESS: at 90.95% examples, 701330 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:58,047 : INFO : EPOCH 16 - PROGRESS: at 91.33% examples, 701502 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:41:59,050 : INFO : EPOCH 16 - PROGRESS: at 91.70% examples, 701586 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:42:00,052 : INFO : EPOCH 16 - PROGRESS: at 92.07% examples, 701696 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:01,054 : INFO : EPOCH 16 - PROGRESS: at 92.44% examples, 701812 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:02,055 : INFO : EPOCH 16 - PROGRESS: at 92.73% examples, 701993 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:03,059 : INFO : EPOCH 16 - PROGRESS: at 93.10% examples, 702118 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:04,067 : INFO : EPOCH 16 - PROGRESS: at 93.43% examples, 702228 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:05,069 : INFO : EPOCH 16 - PROGRESS: at 93.80% examples, 702353 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:06,069 : INFO : EPOCH 16 - PROGRESS: at 94.14% examples, 702493 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:07,081 : INFO : EPOCH 16 - PROGRESS: at 94.51% examples, 702611 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:08,082 : INFO : EPOCH 16 - PROGRESS: at 94.89% examples, 702717 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:42:09,092 : INFO : EPOCH 16 - PROGRESS: at 95.25% examples, 702804 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:10,102 : INFO : EPOCH 16 - PROGRESS: at 95.59% examples, 702948 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:11,116 : INFO : EPOCH 16 - PROGRESS: at 95.92% examples, 703074 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:12,122 : INFO : EPOCH 16 - PROGRESS: at 96.27% examples, 703208 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:13,128 : INFO : EPOCH 16 - PROGRESS: at 96.61% examples, 703233 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:14,147 : INFO : EPOCH 16 - PROGRESS: at 96.94% examples, 703105 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:15,148 : INFO : EPOCH 16 - PROGRESS: at 97.27% examples, 702974 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:16,156 : INFO : EPOCH 16 - PROGRESS: at 97.59% examples, 702839 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:17,176 : INFO : EPOCH 16 - PROGRESS: at 97.93% examples, 702706 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:18,194 : INFO : EPOCH 16 - PROGRESS: at 98.27% examples, 702558 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:42:19,215 : INFO : EPOCH 16 - PROGRESS: at 98.59% examples, 702468 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:20,225 : INFO : EPOCH 16 - PROGRESS: at 98.89% examples, 702363 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:21,236 : INFO : EPOCH 16 - PROGRESS: at 99.20% examples, 702255 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:22,254 : INFO : EPOCH 16 - PROGRESS: at 99.50% examples, 702098 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:23,255 : INFO : EPOCH 16 - PROGRESS: at 99.83% examples, 701985 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:23,730 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 01:42:23,741 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 01:42:23,746 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 01:42:23,759 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 01:42:23,760 : INFO : EPOCH - 16 : training on 266955784 raw words (207591998 effective words) took 295.7s, 701923 effective words/s
2020-07-24 01:42:24,769 : INFO : EPOCH 17 - PROGRESS: at 0.26% examples, 669473 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:25,788 : INFO : EPOCH 17 - PROGRESS: at 0.60% examples, 663842 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:26,799 : INFO : EPOCH 17 - PROGRESS: at 0.92% examples, 671050 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:27,802 : INFO : EPOCH 17 - PROGRESS: at 1.26% examples, 669951 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:28,831 : INFO : EPOCH 17 - PROGRESS: at 1.57% examples, 671108 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:42:29,834 : INFO : EPOCH 17 - PROGRESS: at 1.93% examples, 670244 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:30,841 : INFO : EPOCH 17 - PROGRESS: at 2.25% examples, 671580 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:31,841 : INFO : EPOCH 17 - PROGRESS: at 2.56% examples, 671482 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:32,856 : INFO : EPOCH 17 - PROGRESS: at 2.85% examples, 671396 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:33,862 : INFO : EPOCH 17 - PROGRESS: at 3.18% examples, 671479 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:42:34,872 : INFO : EPOCH 17 - PROGRESS: at 3.51% examples, 671776 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:35,888 : INFO : EPOCH 17 - PROGRESS: at 3.86% examples, 671489 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:36,889 : INFO : EPOCH 17 - PROGRESS: at 4.20% examples, 671657 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:37,892 : INFO : EPOCH 17 - PROGRESS: at 4.53% examples, 672106 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:38,916 : INFO : EPOCH 17 - PROGRESS: at 4.86% examples, 671712 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:39,919 : INFO : EPOCH 17 - PROGRESS: at 5.17% examples, 671444 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:40,934 : INFO : EPOCH 17 - PROGRESS: at 5.50% examples, 671811 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:41,940 : INFO : EPOCH 17 - PROGRESS: at 5.81% examples, 671900 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:42,952 : INFO : EPOCH 17 - PROGRESS: at 6.14% examples, 671776 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:43,954 : INFO : EPOCH 17 - PROGRESS: at 6.44% examples, 671208 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:44,958 : INFO : EPOCH 17 - PROGRESS: at 6.77% examples, 671969 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:45,973 : INFO : EPOCH 17 - PROGRESS: at 7.12% examples, 671186 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:46,977 : INFO : EPOCH 17 - PROGRESS: at 7.45% examples, 671215 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:47,991 : INFO : EPOCH 17 - PROGRESS: at 7.79% examples, 671193 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:48,995 : INFO : EPOCH 17 - PROGRESS: at 8.14% examples, 671024 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:49,998 : INFO : EPOCH 17 - PROGRESS: at 8.47% examples, 671197 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:51,011 : INFO : EPOCH 17 - PROGRESS: at 8.79% examples, 670855 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:42:52,018 : INFO : EPOCH 17 - PROGRESS: at 9.11% examples, 670456 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:42:53,020 : INFO : EPOCH 17 - PROGRESS: at 9.40% examples, 671099 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:42:54,023 : INFO : EPOCH 17 - PROGRESS: at 9.73% examples, 671149 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:42:55,025 : INFO : EPOCH 17 - PROGRESS: at 10.05% examples, 671172 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:56,033 : INFO : EPOCH 17 - PROGRESS: at 10.37% examples, 671090 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:57,039 : INFO : EPOCH 17 - PROGRESS: at 10.71% examples, 670817 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:58,050 : INFO : EPOCH 17 - PROGRESS: at 11.03% examples, 671250 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:42:59,052 : INFO : EPOCH 17 - PROGRESS: at 11.36% examples, 671585 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:43:00,059 : INFO : EPOCH 17 - PROGRESS: at 11.67% examples, 671204 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:01,082 : INFO : EPOCH 17 - PROGRESS: at 12.00% examples, 671227 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:02,103 : INFO : EPOCH 17 - PROGRESS: at 12.30% examples, 671297 words/s, in_qsize 5, out_qsize 2
2020-07-24 01:43:03,105 : INFO : EPOCH 17 - PROGRESS: at 12.63% examples, 671714 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:04,110 : INFO : EPOCH 17 - PROGRESS: at 12.95% examples, 671793 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:05,120 : INFO : EPOCH 17 - PROGRESS: at 13.27% examples, 671596 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:43:06,125 : INFO : EPOCH 17 - PROGRESS: at 13.60% examples, 671516 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:43:07,128 : INFO : EPOCH 17 - PROGRESS: at 13.91% examples, 671434 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:08,132 : INFO : EPOCH 17 - PROGRESS: at 14.25% examples, 671528 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:09,137 : INFO : EPOCH 17 - PROGRESS: at 14.56% examples, 671559 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:43:10,144 : INFO : EPOCH 17 - PROGRESS: at 14.89% examples, 671502 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:11,158 : INFO : EPOCH 17 - PROGRESS: at 15.20% examples, 671379 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:12,168 : INFO : EPOCH 17 - PROGRESS: at 15.53% examples, 671335 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:13,174 : INFO : EPOCH 17 - PROGRESS: at 15.85% examples, 671380 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:14,184 : INFO : EPOCH 17 - PROGRESS: at 16.17% examples, 671431 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:15,186 : INFO : EPOCH 17 - PROGRESS: at 16.50% examples, 671163 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:16,200 : INFO : EPOCH 17 - PROGRESS: at 16.84% examples, 671012 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:17,203 : INFO : EPOCH 17 - PROGRESS: at 17.16% examples, 670897 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:43:18,212 : INFO : EPOCH 17 - PROGRESS: at 17.50% examples, 670714 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:19,212 : INFO : EPOCH 17 - PROGRESS: at 17.86% examples, 670740 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:20,218 : INFO : EPOCH 17 - PROGRESS: at 18.19% examples, 670806 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:21,228 : INFO : EPOCH 17 - PROGRESS: at 18.53% examples, 670712 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:22,238 : INFO : EPOCH 17 - PROGRESS: at 18.85% examples, 670887 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:23,243 : INFO : EPOCH 17 - PROGRESS: at 19.16% examples, 671094 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:24,249 : INFO : EPOCH 17 - PROGRESS: at 19.48% examples, 671173 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:25,252 : INFO : EPOCH 17 - PROGRESS: at 19.81% examples, 671017 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:43:26,262 : INFO : EPOCH 17 - PROGRESS: at 20.13% examples, 671194 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:43:27,287 : INFO : EPOCH 17 - PROGRESS: at 20.45% examples, 671047 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:43:28,288 : INFO : EPOCH 17 - PROGRESS: at 20.76% examples, 671027 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:29,292 : INFO : EPOCH 17 - PROGRESS: at 21.09% examples, 671110 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:30,298 : INFO : EPOCH 17 - PROGRESS: at 21.39% examples, 671167 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:31,302 : INFO : EPOCH 17 - PROGRESS: at 21.73% examples, 671161 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:32,317 : INFO : EPOCH 17 - PROGRESS: at 22.06% examples, 671146 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:33,330 : INFO : EPOCH 17 - PROGRESS: at 22.41% examples, 671079 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:34,331 : INFO : EPOCH 17 - PROGRESS: at 22.76% examples, 671113 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:35,337 : INFO : EPOCH 17 - PROGRESS: at 23.09% examples, 671253 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:36,341 : INFO : EPOCH 17 - PROGRESS: at 23.44% examples, 671122 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:37,344 : INFO : EPOCH 17 - PROGRESS: at 23.77% examples, 671236 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:38,348 : INFO : EPOCH 17 - PROGRESS: at 24.07% examples, 671113 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:43:39,354 : INFO : EPOCH 17 - PROGRESS: at 24.39% examples, 670639 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:40,362 : INFO : EPOCH 17 - PROGRESS: at 24.69% examples, 670266 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:41,364 : INFO : EPOCH 17 - PROGRESS: at 24.98% examples, 669274 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:42,367 : INFO : EPOCH 17 - PROGRESS: at 25.34% examples, 669074 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:43:43,372 : INFO : EPOCH 17 - PROGRESS: at 25.70% examples, 670007 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:44,384 : INFO : EPOCH 17 - PROGRESS: at 26.07% examples, 670690 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:45,391 : INFO : EPOCH 17 - PROGRESS: at 26.41% examples, 671450 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:46,397 : INFO : EPOCH 17 - PROGRESS: at 26.77% examples, 672485 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:47,400 : INFO : EPOCH 17 - PROGRESS: at 27.10% examples, 673258 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:48,400 : INFO : EPOCH 17 - PROGRESS: at 27.46% examples, 674164 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:49,404 : INFO : EPOCH 17 - PROGRESS: at 27.80% examples, 674890 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:50,412 : INFO : EPOCH 17 - PROGRESS: at 28.16% examples, 675617 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:51,414 : INFO : EPOCH 17 - PROGRESS: at 28.52% examples, 676320 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:52,425 : INFO : EPOCH 17 - PROGRESS: at 28.88% examples, 676971 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:53,428 : INFO : EPOCH 17 - PROGRESS: at 29.22% examples, 677686 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:43:54,430 : INFO : EPOCH 17 - PROGRESS: at 29.58% examples, 678425 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:55,446 : INFO : EPOCH 17 - PROGRESS: at 29.95% examples, 679091 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:56,450 : INFO : EPOCH 17 - PROGRESS: at 30.30% examples, 679772 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:57,466 : INFO : EPOCH 17 - PROGRESS: at 30.65% examples, 680401 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:58,468 : INFO : EPOCH 17 - PROGRESS: at 31.03% examples, 680975 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:43:59,479 : INFO : EPOCH 17 - PROGRESS: at 31.42% examples, 681574 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:00,481 : INFO : EPOCH 17 - PROGRESS: at 31.80% examples, 682111 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:01,495 : INFO : EPOCH 17 - PROGRESS: at 32.16% examples, 682526 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:02,501 : INFO : EPOCH 17 - PROGRESS: at 32.52% examples, 683141 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:44:03,503 : INFO : EPOCH 17 - PROGRESS: at 32.92% examples, 683599 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:04,514 : INFO : EPOCH 17 - PROGRESS: at 33.27% examples, 684172 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:05,516 : INFO : EPOCH 17 - PROGRESS: at 33.62% examples, 684699 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:06,543 : INFO : EPOCH 17 - PROGRESS: at 33.96% examples, 685197 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:07,545 : INFO : EPOCH 17 - PROGRESS: at 34.31% examples, 685828 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:08,550 : INFO : EPOCH 17 - PROGRESS: at 34.67% examples, 686299 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:09,553 : INFO : EPOCH 17 - PROGRESS: at 35.04% examples, 686896 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:10,561 : INFO : EPOCH 17 - PROGRESS: at 35.37% examples, 687375 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:11,563 : INFO : EPOCH 17 - PROGRESS: at 35.70% examples, 687929 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:44:12,569 : INFO : EPOCH 17 - PROGRESS: at 36.05% examples, 688372 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:13,581 : INFO : EPOCH 17 - PROGRESS: at 36.42% examples, 688768 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:14,590 : INFO : EPOCH 17 - PROGRESS: at 36.80% examples, 689145 words/s, in_qsize 6, out_qsize 2
2020-07-24 01:44:15,591 : INFO : EPOCH 17 - PROGRESS: at 37.19% examples, 689653 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:16,591 : INFO : EPOCH 17 - PROGRESS: at 37.56% examples, 690061 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:17,598 : INFO : EPOCH 17 - PROGRESS: at 37.90% examples, 690422 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:18,602 : INFO : EPOCH 17 - PROGRESS: at 38.26% examples, 690835 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:19,613 : INFO : EPOCH 17 - PROGRESS: at 38.64% examples, 691242 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:20,636 : INFO : EPOCH 17 - PROGRESS: at 38.99% examples, 691638 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:21,640 : INFO : EPOCH 17 - PROGRESS: at 39.35% examples, 692143 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:44:22,661 : INFO : EPOCH 17 - PROGRESS: at 39.71% examples, 692526 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:23,664 : INFO : EPOCH 17 - PROGRESS: at 40.05% examples, 692978 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:24,666 : INFO : EPOCH 17 - PROGRESS: at 40.38% examples, 693437 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:25,671 : INFO : EPOCH 17 - PROGRESS: at 40.74% examples, 693831 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:26,673 : INFO : EPOCH 17 - PROGRESS: at 41.08% examples, 694190 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:27,677 : INFO : EPOCH 17 - PROGRESS: at 41.43% examples, 694620 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:44:28,687 : INFO : EPOCH 17 - PROGRESS: at 41.80% examples, 695032 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:29,705 : INFO : EPOCH 17 - PROGRESS: at 42.16% examples, 695446 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:30,718 : INFO : EPOCH 17 - PROGRESS: at 42.53% examples, 695735 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:31,719 : INFO : EPOCH 17 - PROGRESS: at 42.89% examples, 696151 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:32,727 : INFO : EPOCH 17 - PROGRESS: at 43.25% examples, 696469 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:33,729 : INFO : EPOCH 17 - PROGRESS: at 43.61% examples, 696887 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:34,731 : INFO : EPOCH 17 - PROGRESS: at 43.96% examples, 697172 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:44:35,742 : INFO : EPOCH 17 - PROGRESS: at 44.32% examples, 697428 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:36,761 : INFO : EPOCH 17 - PROGRESS: at 44.70% examples, 697690 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:37,769 : INFO : EPOCH 17 - PROGRESS: at 45.07% examples, 697957 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:38,780 : INFO : EPOCH 17 - PROGRESS: at 45.41% examples, 698272 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:39,786 : INFO : EPOCH 17 - PROGRESS: at 45.77% examples, 698546 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:40,804 : INFO : EPOCH 17 - PROGRESS: at 46.12% examples, 698850 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:41,804 : INFO : EPOCH 17 - PROGRESS: at 46.47% examples, 699135 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:42,815 : INFO : EPOCH 17 - PROGRESS: at 46.82% examples, 699443 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:44:43,817 : INFO : EPOCH 17 - PROGRESS: at 47.17% examples, 699835 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:44,821 : INFO : EPOCH 17 - PROGRESS: at 47.49% examples, 700075 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:45,823 : INFO : EPOCH 17 - PROGRESS: at 47.84% examples, 700273 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:46,829 : INFO : EPOCH 17 - PROGRESS: at 48.20% examples, 700549 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:47,846 : INFO : EPOCH 17 - PROGRESS: at 48.52% examples, 700841 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:48,847 : INFO : EPOCH 17 - PROGRESS: at 48.89% examples, 701063 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:49,861 : INFO : EPOCH 17 - PROGRESS: at 49.28% examples, 701321 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:50,861 : INFO : EPOCH 17 - PROGRESS: at 49.63% examples, 701648 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:51,864 : INFO : EPOCH 17 - PROGRESS: at 49.98% examples, 701863 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:52,865 : INFO : EPOCH 17 - PROGRESS: at 50.34% examples, 702133 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:53,870 : INFO : EPOCH 17 - PROGRESS: at 50.71% examples, 702387 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:54,883 : INFO : EPOCH 17 - PROGRESS: at 51.05% examples, 702615 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:55,887 : INFO : EPOCH 17 - PROGRESS: at 51.39% examples, 702887 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:56,891 : INFO : EPOCH 17 - PROGRESS: at 51.75% examples, 703112 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:57,897 : INFO : EPOCH 17 - PROGRESS: at 52.12% examples, 703347 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:58,911 : INFO : EPOCH 17 - PROGRESS: at 52.46% examples, 703591 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:44:59,925 : INFO : EPOCH 17 - PROGRESS: at 52.82% examples, 703870 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:00,935 : INFO : EPOCH 17 - PROGRESS: at 53.17% examples, 704056 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:01,936 : INFO : EPOCH 17 - PROGRESS: at 53.52% examples, 704389 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:02,937 : INFO : EPOCH 17 - PROGRESS: at 53.87% examples, 704534 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:03,941 : INFO : EPOCH 17 - PROGRESS: at 54.23% examples, 704783 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:04,948 : INFO : EPOCH 17 - PROGRESS: at 54.57% examples, 704955 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:05,954 : INFO : EPOCH 17 - PROGRESS: at 54.88% examples, 705176 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:06,963 : INFO : EPOCH 17 - PROGRESS: at 55.25% examples, 705359 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:07,980 : INFO : EPOCH 17 - PROGRESS: at 55.58% examples, 705595 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:08,981 : INFO : EPOCH 17 - PROGRESS: at 55.94% examples, 705763 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:09,986 : INFO : EPOCH 17 - PROGRESS: at 56.29% examples, 706041 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:10,992 : INFO : EPOCH 17 - PROGRESS: at 56.66% examples, 706202 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:11,997 : INFO : EPOCH 17 - PROGRESS: at 57.01% examples, 706407 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:12,999 : INFO : EPOCH 17 - PROGRESS: at 57.39% examples, 706505 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:14,002 : INFO : EPOCH 17 - PROGRESS: at 57.76% examples, 706673 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:15,016 : INFO : EPOCH 17 - PROGRESS: at 58.13% examples, 706859 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:16,019 : INFO : EPOCH 17 - PROGRESS: at 58.50% examples, 706987 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:45:17,024 : INFO : EPOCH 17 - PROGRESS: at 58.83% examples, 707193 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:18,028 : INFO : EPOCH 17 - PROGRESS: at 59.18% examples, 707323 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:19,030 : INFO : EPOCH 17 - PROGRESS: at 59.52% examples, 707508 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:20,034 : INFO : EPOCH 17 - PROGRESS: at 59.85% examples, 707652 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:21,048 : INFO : EPOCH 17 - PROGRESS: at 60.23% examples, 707808 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:22,058 : INFO : EPOCH 17 - PROGRESS: at 60.60% examples, 707959 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:23,069 : INFO : EPOCH 17 - PROGRESS: at 61.00% examples, 708109 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:24,074 : INFO : EPOCH 17 - PROGRESS: at 61.36% examples, 708339 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:25,081 : INFO : EPOCH 17 - PROGRESS: at 61.70% examples, 708547 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:26,082 : INFO : EPOCH 17 - PROGRESS: at 62.06% examples, 708667 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:27,088 : INFO : EPOCH 17 - PROGRESS: at 62.43% examples, 708823 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:28,089 : INFO : EPOCH 17 - PROGRESS: at 62.78% examples, 709076 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:29,089 : INFO : EPOCH 17 - PROGRESS: at 63.13% examples, 709195 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:45:30,094 : INFO : EPOCH 17 - PROGRESS: at 63.51% examples, 709348 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:31,101 : INFO : EPOCH 17 - PROGRESS: at 63.88% examples, 709485 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:32,105 : INFO : EPOCH 17 - PROGRESS: at 64.19% examples, 709686 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:33,128 : INFO : EPOCH 17 - PROGRESS: at 64.54% examples, 709824 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:34,131 : INFO : EPOCH 17 - PROGRESS: at 64.93% examples, 709961 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:35,134 : INFO : EPOCH 17 - PROGRESS: at 65.28% examples, 710110 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:36,141 : INFO : EPOCH 17 - PROGRESS: at 65.64% examples, 710271 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:37,150 : INFO : EPOCH 17 - PROGRESS: at 65.97% examples, 710385 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:38,155 : INFO : EPOCH 17 - PROGRESS: at 66.36% examples, 710520 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:39,164 : INFO : EPOCH 17 - PROGRESS: at 66.72% examples, 710621 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:45:40,177 : INFO : EPOCH 17 - PROGRESS: at 67.09% examples, 710749 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:41,183 : INFO : EPOCH 17 - PROGRESS: at 67.42% examples, 710870 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:42,197 : INFO : EPOCH 17 - PROGRESS: at 67.80% examples, 710989 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:43,200 : INFO : EPOCH 17 - PROGRESS: at 68.16% examples, 711132 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:44,210 : INFO : EPOCH 17 - PROGRESS: at 68.53% examples, 711240 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:45,210 : INFO : EPOCH 17 - PROGRESS: at 68.92% examples, 711355 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:46,215 : INFO : EPOCH 17 - PROGRESS: at 69.27% examples, 711476 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:47,217 : INFO : EPOCH 17 - PROGRESS: at 69.60% examples, 711710 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:48,224 : INFO : EPOCH 17 - PROGRESS: at 69.99% examples, 711815 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:49,231 : INFO : EPOCH 17 - PROGRESS: at 70.39% examples, 711907 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:50,248 : INFO : EPOCH 17 - PROGRESS: at 70.74% examples, 712066 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:51,260 : INFO : EPOCH 17 - PROGRESS: at 71.11% examples, 712176 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:52,269 : INFO : EPOCH 17 - PROGRESS: at 71.50% examples, 712284 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:53,271 : INFO : EPOCH 17 - PROGRESS: at 71.89% examples, 712418 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:54,277 : INFO : EPOCH 17 - PROGRESS: at 72.27% examples, 712528 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:55,286 : INFO : EPOCH 17 - PROGRESS: at 72.63% examples, 712602 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:56,294 : INFO : EPOCH 17 - PROGRESS: at 72.99% examples, 712777 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:57,306 : INFO : EPOCH 17 - PROGRESS: at 73.35% examples, 712786 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:58,316 : INFO : EPOCH 17 - PROGRESS: at 73.70% examples, 712980 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:45:59,322 : INFO : EPOCH 17 - PROGRESS: at 74.06% examples, 713067 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:00,324 : INFO : EPOCH 17 - PROGRESS: at 74.41% examples, 713205 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:01,337 : INFO : EPOCH 17 - PROGRESS: at 74.78% examples, 713306 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:02,343 : INFO : EPOCH 17 - PROGRESS: at 75.12% examples, 713432 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:03,347 : INFO : EPOCH 17 - PROGRESS: at 75.49% examples, 713524 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:04,349 : INFO : EPOCH 17 - PROGRESS: at 75.85% examples, 713641 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:05,351 : INFO : EPOCH 17 - PROGRESS: at 76.24% examples, 713731 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:06,361 : INFO : EPOCH 17 - PROGRESS: at 76.62% examples, 713866 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:07,377 : INFO : EPOCH 17 - PROGRESS: at 76.98% examples, 713976 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:08,387 : INFO : EPOCH 17 - PROGRESS: at 77.35% examples, 714116 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:09,390 : INFO : EPOCH 17 - PROGRESS: at 77.70% examples, 714195 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:10,401 : INFO : EPOCH 17 - PROGRESS: at 78.06% examples, 714310 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:11,415 : INFO : EPOCH 17 - PROGRESS: at 78.40% examples, 714429 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:12,425 : INFO : EPOCH 17 - PROGRESS: at 78.75% examples, 714516 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:13,425 : INFO : EPOCH 17 - PROGRESS: at 79.10% examples, 714678 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:14,435 : INFO : EPOCH 17 - PROGRESS: at 79.46% examples, 714762 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:46:15,437 : INFO : EPOCH 17 - PROGRESS: at 79.85% examples, 714879 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:16,459 : INFO : EPOCH 17 - PROGRESS: at 80.20% examples, 714934 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:17,464 : INFO : EPOCH 17 - PROGRESS: at 80.54% examples, 715089 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:18,468 : INFO : EPOCH 17 - PROGRESS: at 80.90% examples, 715078 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:19,474 : INFO : EPOCH 17 - PROGRESS: at 81.22% examples, 715042 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:20,482 : INFO : EPOCH 17 - PROGRESS: at 81.56% examples, 715037 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:21,485 : INFO : EPOCH 17 - PROGRESS: at 81.88% examples, 714697 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:22,491 : INFO : EPOCH 17 - PROGRESS: at 82.22% examples, 714554 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:23,492 : INFO : EPOCH 17 - PROGRESS: at 82.59% examples, 714641 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:24,498 : INFO : EPOCH 17 - PROGRESS: at 82.95% examples, 714721 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:25,510 : INFO : EPOCH 17 - PROGRESS: at 83.30% examples, 714807 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:26,525 : INFO : EPOCH 17 - PROGRESS: at 83.66% examples, 714933 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:27,528 : INFO : EPOCH 17 - PROGRESS: at 84.03% examples, 715055 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:28,530 : INFO : EPOCH 17 - PROGRESS: at 84.41% examples, 715130 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:29,533 : INFO : EPOCH 17 - PROGRESS: at 84.77% examples, 715180 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:30,533 : INFO : EPOCH 17 - PROGRESS: at 85.12% examples, 715317 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:46:31,549 : INFO : EPOCH 17 - PROGRESS: at 85.48% examples, 715384 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:46:32,556 : INFO : EPOCH 17 - PROGRESS: at 85.86% examples, 715462 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:33,558 : INFO : EPOCH 17 - PROGRESS: at 86.23% examples, 715495 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:34,564 : INFO : EPOCH 17 - PROGRESS: at 86.59% examples, 715597 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:35,567 : INFO : EPOCH 17 - PROGRESS: at 86.94% examples, 715691 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:36,570 : INFO : EPOCH 17 - PROGRESS: at 87.31% examples, 715811 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:37,571 : INFO : EPOCH 17 - PROGRESS: at 87.66% examples, 715912 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:38,572 : INFO : EPOCH 17 - PROGRESS: at 87.99% examples, 715999 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:39,587 : INFO : EPOCH 17 - PROGRESS: at 88.35% examples, 716102 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:40,589 : INFO : EPOCH 17 - PROGRESS: at 88.71% examples, 716187 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:41,594 : INFO : EPOCH 17 - PROGRESS: at 89.05% examples, 716272 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:42,609 : INFO : EPOCH 17 - PROGRESS: at 89.41% examples, 716340 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:43,617 : INFO : EPOCH 17 - PROGRESS: at 89.77% examples, 716425 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:44,620 : INFO : EPOCH 17 - PROGRESS: at 90.09% examples, 716526 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:45,624 : INFO : EPOCH 17 - PROGRESS: at 90.44% examples, 716676 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:46,626 : INFO : EPOCH 17 - PROGRESS: at 90.80% examples, 716723 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:47,627 : INFO : EPOCH 17 - PROGRESS: at 91.19% examples, 716766 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:48,634 : INFO : EPOCH 17 - PROGRESS: at 91.54% examples, 716849 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:49,639 : INFO : EPOCH 17 - PROGRESS: at 91.94% examples, 716895 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:50,641 : INFO : EPOCH 17 - PROGRESS: at 92.30% examples, 716993 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:51,648 : INFO : EPOCH 17 - PROGRESS: at 92.62% examples, 717125 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:52,663 : INFO : EPOCH 17 - PROGRESS: at 92.96% examples, 717203 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:53,672 : INFO : EPOCH 17 - PROGRESS: at 93.32% examples, 717282 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:54,672 : INFO : EPOCH 17 - PROGRESS: at 93.69% examples, 717362 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:55,681 : INFO : EPOCH 17 - PROGRESS: at 94.03% examples, 717445 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:56,695 : INFO : EPOCH 17 - PROGRESS: at 94.39% examples, 717539 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:46:57,709 : INFO : EPOCH 17 - PROGRESS: at 94.77% examples, 717607 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:58,718 : INFO : EPOCH 17 - PROGRESS: at 95.15% examples, 717676 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:46:59,721 : INFO : EPOCH 17 - PROGRESS: at 95.49% examples, 717761 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:00,731 : INFO : EPOCH 17 - PROGRESS: at 95.82% examples, 717835 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:01,735 : INFO : EPOCH 17 - PROGRESS: at 96.15% examples, 717961 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:02,751 : INFO : EPOCH 17 - PROGRESS: at 96.52% examples, 717991 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:03,755 : INFO : EPOCH 17 - PROGRESS: at 96.88% examples, 718057 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:04,773 : INFO : EPOCH 17 - PROGRESS: at 97.25% examples, 718109 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:47:05,773 : INFO : EPOCH 17 - PROGRESS: at 97.61% examples, 718209 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:06,781 : INFO : EPOCH 17 - PROGRESS: at 97.97% examples, 718290 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:07,784 : INFO : EPOCH 17 - PROGRESS: at 98.33% examples, 718391 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:08,787 : INFO : EPOCH 17 - PROGRESS: at 98.68% examples, 718437 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:09,793 : INFO : EPOCH 17 - PROGRESS: at 99.02% examples, 718537 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:10,804 : INFO : EPOCH 17 - PROGRESS: at 99.37% examples, 718597 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:11,808 : INFO : EPOCH 17 - PROGRESS: at 99.71% examples, 718683 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:12,584 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 01:47:12,589 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 01:47:12,595 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 01:47:12,608 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 01:47:12,609 : INFO : EPOCH - 17 : training on 266955784 raw words (207591930 effective words) took 288.8s, 718698 effective words/s
2020-07-24 01:47:13,617 : INFO : EPOCH 18 - PROGRESS: at 0.29% examples, 729208 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:14,618 : INFO : EPOCH 18 - PROGRESS: at 0.65% examples, 728286 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:15,623 : INFO : EPOCH 18 - PROGRESS: at 1.00% examples, 730284 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:16,646 : INFO : EPOCH 18 - PROGRESS: at 1.37% examples, 729683 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:17,648 : INFO : EPOCH 18 - PROGRESS: at 1.72% examples, 730974 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:18,652 : INFO : EPOCH 18 - PROGRESS: at 2.09% examples, 732145 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:19,659 : INFO : EPOCH 18 - PROGRESS: at 2.46% examples, 731730 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:20,660 : INFO : EPOCH 18 - PROGRESS: at 2.76% examples, 734345 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:21,668 : INFO : EPOCH 18 - PROGRESS: at 3.12% examples, 733978 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:22,670 : INFO : EPOCH 18 - PROGRESS: at 3.48% examples, 734184 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:23,677 : INFO : EPOCH 18 - PROGRESS: at 3.85% examples, 733997 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:24,681 : INFO : EPOCH 18 - PROGRESS: at 4.21% examples, 733923 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:25,684 : INFO : EPOCH 18 - PROGRESS: at 4.58% examples, 733930 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:26,685 : INFO : EPOCH 18 - PROGRESS: at 4.93% examples, 733990 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:27,688 : INFO : EPOCH 18 - PROGRESS: at 5.29% examples, 734900 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:28,698 : INFO : EPOCH 18 - PROGRESS: at 5.64% examples, 734545 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:29,708 : INFO : EPOCH 18 - PROGRESS: at 5.98% examples, 734503 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:30,718 : INFO : EPOCH 18 - PROGRESS: at 6.33% examples, 734693 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:31,719 : INFO : EPOCH 18 - PROGRESS: at 6.68% examples, 735364 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:32,722 : INFO : EPOCH 18 - PROGRESS: at 7.04% examples, 734726 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:33,738 : INFO : EPOCH 18 - PROGRESS: at 7.41% examples, 734528 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:34,743 : INFO : EPOCH 18 - PROGRESS: at 7.79% examples, 734526 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:35,747 : INFO : EPOCH 18 - PROGRESS: at 8.17% examples, 734344 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:36,757 : INFO : EPOCH 18 - PROGRESS: at 8.53% examples, 734516 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:37,758 : INFO : EPOCH 18 - PROGRESS: at 8.90% examples, 734699 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:38,769 : INFO : EPOCH 18 - PROGRESS: at 9.23% examples, 734892 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:39,771 : INFO : EPOCH 18 - PROGRESS: at 9.56% examples, 735461 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:40,792 : INFO : EPOCH 18 - PROGRESS: at 9.94% examples, 735333 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:41,799 : INFO : EPOCH 18 - PROGRESS: at 10.28% examples, 735446 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:42,804 : INFO : EPOCH 18 - PROGRESS: at 10.65% examples, 735534 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:43,809 : INFO : EPOCH 18 - PROGRESS: at 11.01% examples, 736094 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:44,817 : INFO : EPOCH 18 - PROGRESS: at 11.36% examples, 736128 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:45,832 : INFO : EPOCH 18 - PROGRESS: at 11.72% examples, 735943 words/s, in_qsize 8, out_qsize 1
2020-07-24 01:47:46,842 : INFO : EPOCH 18 - PROGRESS: at 12.07% examples, 736079 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:47,856 : INFO : EPOCH 18 - PROGRESS: at 12.39% examples, 736291 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:48,856 : INFO : EPOCH 18 - PROGRESS: at 12.74% examples, 736329 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:49,862 : INFO : EPOCH 18 - PROGRESS: at 13.09% examples, 736112 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:50,868 : INFO : EPOCH 18 - PROGRESS: at 13.46% examples, 736450 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:51,879 : INFO : EPOCH 18 - PROGRESS: at 13.82% examples, 736412 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:52,895 : INFO : EPOCH 18 - PROGRESS: at 14.18% examples, 736313 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:53,896 : INFO : EPOCH 18 - PROGRESS: at 14.53% examples, 736557 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:54,901 : INFO : EPOCH 18 - PROGRESS: at 14.88% examples, 736186 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:55,906 : INFO : EPOCH 18 - PROGRESS: at 15.23% examples, 736297 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:47:56,917 : INFO : EPOCH 18 - PROGRESS: at 15.60% examples, 736188 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:47:57,925 : INFO : EPOCH 18 - PROGRESS: at 15.93% examples, 736509 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:58,925 : INFO : EPOCH 18 - PROGRESS: at 16.30% examples, 736682 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:47:59,930 : INFO : EPOCH 18 - PROGRESS: at 16.67% examples, 736487 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:00,939 : INFO : EPOCH 18 - PROGRESS: at 17.04% examples, 736234 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:01,943 : INFO : EPOCH 18 - PROGRESS: at 17.40% examples, 736188 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:02,945 : INFO : EPOCH 18 - PROGRESS: at 17.77% examples, 735965 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:48:03,947 : INFO : EPOCH 18 - PROGRESS: at 18.14% examples, 736049 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:04,951 : INFO : EPOCH 18 - PROGRESS: at 18.52% examples, 735964 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:05,952 : INFO : EPOCH 18 - PROGRESS: at 18.87% examples, 735945 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:06,965 : INFO : EPOCH 18 - PROGRESS: at 19.21% examples, 736017 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:07,981 : INFO : EPOCH 18 - PROGRESS: at 19.55% examples, 735978 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:08,984 : INFO : EPOCH 18 - PROGRESS: at 19.92% examples, 735899 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:09,985 : INFO : EPOCH 18 - PROGRESS: at 20.25% examples, 736018 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:10,988 : INFO : EPOCH 18 - PROGRESS: at 20.62% examples, 735939 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:11,994 : INFO : EPOCH 18 - PROGRESS: at 20.96% examples, 736039 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:13,004 : INFO : EPOCH 18 - PROGRESS: at 21.31% examples, 736015 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:14,013 : INFO : EPOCH 18 - PROGRESS: at 21.67% examples, 736019 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:15,022 : INFO : EPOCH 18 - PROGRESS: at 22.02% examples, 735965 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:16,049 : INFO : EPOCH 18 - PROGRESS: at 22.41% examples, 735846 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:17,051 : INFO : EPOCH 18 - PROGRESS: at 22.79% examples, 736040 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:18,053 : INFO : EPOCH 18 - PROGRESS: at 23.16% examples, 736133 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:19,068 : INFO : EPOCH 18 - PROGRESS: at 23.54% examples, 736077 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:20,069 : INFO : EPOCH 18 - PROGRESS: at 23.91% examples, 736189 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:21,079 : INFO : EPOCH 18 - PROGRESS: at 24.24% examples, 736287 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:22,083 : INFO : EPOCH 18 - PROGRESS: at 24.61% examples, 736366 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:23,086 : INFO : EPOCH 18 - PROGRESS: at 24.96% examples, 736295 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:24,090 : INFO : EPOCH 18 - PROGRESS: at 25.36% examples, 736439 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:25,103 : INFO : EPOCH 18 - PROGRESS: at 25.71% examples, 736312 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:26,114 : INFO : EPOCH 18 - PROGRESS: at 26.09% examples, 736272 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:48:27,115 : INFO : EPOCH 18 - PROGRESS: at 26.43% examples, 736446 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:28,130 : INFO : EPOCH 18 - PROGRESS: at 26.79% examples, 736374 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:29,130 : INFO : EPOCH 18 - PROGRESS: at 27.13% examples, 736618 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:30,140 : INFO : EPOCH 18 - PROGRESS: at 27.48% examples, 736618 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:31,142 : INFO : EPOCH 18 - PROGRESS: at 27.82% examples, 736621 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:48:32,156 : INFO : EPOCH 18 - PROGRESS: at 28.19% examples, 736560 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:33,156 : INFO : EPOCH 18 - PROGRESS: at 28.54% examples, 736521 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:34,166 : INFO : EPOCH 18 - PROGRESS: at 28.90% examples, 736531 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:35,174 : INFO : EPOCH 18 - PROGRESS: at 29.22% examples, 736045 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:36,183 : INFO : EPOCH 18 - PROGRESS: at 29.55% examples, 735213 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:37,211 : INFO : EPOCH 18 - PROGRESS: at 29.88% examples, 734356 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:38,215 : INFO : EPOCH 18 - PROGRESS: at 30.21% examples, 733683 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:39,222 : INFO : EPOCH 18 - PROGRESS: at 30.52% examples, 732959 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:40,223 : INFO : EPOCH 18 - PROGRESS: at 30.85% examples, 732139 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:41,226 : INFO : EPOCH 18 - PROGRESS: at 31.19% examples, 731341 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:42,240 : INFO : EPOCH 18 - PROGRESS: at 31.53% examples, 730531 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:43,243 : INFO : EPOCH 18 - PROGRESS: at 31.89% examples, 729890 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:44,250 : INFO : EPOCH 18 - PROGRESS: at 32.22% examples, 729150 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:45,256 : INFO : EPOCH 18 - PROGRESS: at 32.55% examples, 728543 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:46,260 : INFO : EPOCH 18 - PROGRESS: at 32.90% examples, 727752 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:47,261 : INFO : EPOCH 18 - PROGRESS: at 33.21% examples, 727056 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:48,274 : INFO : EPOCH 18 - PROGRESS: at 33.54% examples, 726548 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:49,286 : INFO : EPOCH 18 - PROGRESS: at 33.87% examples, 726027 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:50,298 : INFO : EPOCH 18 - PROGRESS: at 34.17% examples, 725432 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:51,306 : INFO : EPOCH 18 - PROGRESS: at 34.49% examples, 725008 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:52,307 : INFO : EPOCH 18 - PROGRESS: at 34.82% examples, 724362 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:53,321 : INFO : EPOCH 18 - PROGRESS: at 35.15% examples, 723829 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:54,327 : INFO : EPOCH 18 - PROGRESS: at 35.44% examples, 723451 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:55,336 : INFO : EPOCH 18 - PROGRESS: at 35.76% examples, 723002 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:56,354 : INFO : EPOCH 18 - PROGRESS: at 36.06% examples, 722415 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:57,358 : INFO : EPOCH 18 - PROGRESS: at 36.41% examples, 721890 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:58,380 : INFO : EPOCH 18 - PROGRESS: at 36.75% examples, 721099 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:48:59,401 : INFO : EPOCH 18 - PROGRESS: at 37.07% examples, 720279 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:00,414 : INFO : EPOCH 18 - PROGRESS: at 37.40% examples, 719409 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:01,415 : INFO : EPOCH 18 - PROGRESS: at 37.69% examples, 718188 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:02,416 : INFO : EPOCH 18 - PROGRESS: at 38.01% examples, 717699 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:03,433 : INFO : EPOCH 18 - PROGRESS: at 38.36% examples, 717917 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:04,441 : INFO : EPOCH 18 - PROGRESS: at 38.74% examples, 718084 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:05,441 : INFO : EPOCH 18 - PROGRESS: at 39.08% examples, 718237 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:06,447 : INFO : EPOCH 18 - PROGRESS: at 39.44% examples, 718400 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:07,454 : INFO : EPOCH 18 - PROGRESS: at 39.79% examples, 718631 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:08,456 : INFO : EPOCH 18 - PROGRESS: at 40.12% examples, 718742 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:49:09,471 : INFO : EPOCH 18 - PROGRESS: at 40.46% examples, 718941 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:10,473 : INFO : EPOCH 18 - PROGRESS: at 40.81% examples, 719186 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:11,484 : INFO : EPOCH 18 - PROGRESS: at 41.17% examples, 719295 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:12,491 : INFO : EPOCH 18 - PROGRESS: at 41.52% examples, 719496 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:13,493 : INFO : EPOCH 18 - PROGRESS: at 41.88% examples, 719697 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:14,496 : INFO : EPOCH 18 - PROGRESS: at 42.23% examples, 719795 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:15,511 : INFO : EPOCH 18 - PROGRESS: at 42.60% examples, 719853 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:16,512 : INFO : EPOCH 18 - PROGRESS: at 42.96% examples, 720073 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:17,521 : INFO : EPOCH 18 - PROGRESS: at 43.34% examples, 720251 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:18,529 : INFO : EPOCH 18 - PROGRESS: at 43.69% examples, 720475 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:19,532 : INFO : EPOCH 18 - PROGRESS: at 44.03% examples, 720530 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:49:20,532 : INFO : EPOCH 18 - PROGRESS: at 44.39% examples, 720654 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:21,540 : INFO : EPOCH 18 - PROGRESS: at 44.77% examples, 720680 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:22,543 : INFO : EPOCH 18 - PROGRESS: at 45.12% examples, 720841 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:23,553 : INFO : EPOCH 18 - PROGRESS: at 45.46% examples, 721003 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:24,555 : INFO : EPOCH 18 - PROGRESS: at 45.83% examples, 721044 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:25,556 : INFO : EPOCH 18 - PROGRESS: at 46.16% examples, 721150 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:26,561 : INFO : EPOCH 18 - PROGRESS: at 46.52% examples, 721357 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:27,561 : INFO : EPOCH 18 - PROGRESS: at 46.86% examples, 721482 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:28,563 : INFO : EPOCH 18 - PROGRESS: at 47.20% examples, 721496 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:29,591 : INFO : EPOCH 18 - PROGRESS: at 47.54% examples, 721665 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:30,599 : INFO : EPOCH 18 - PROGRESS: at 47.90% examples, 721787 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:31,607 : INFO : EPOCH 18 - PROGRESS: at 48.24% examples, 721857 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:32,614 : INFO : EPOCH 18 - PROGRESS: at 48.57% examples, 722136 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:33,632 : INFO : EPOCH 18 - PROGRESS: at 48.96% examples, 722136 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:49:34,634 : INFO : EPOCH 18 - PROGRESS: at 49.33% examples, 722277 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:35,637 : INFO : EPOCH 18 - PROGRESS: at 49.68% examples, 722395 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:36,662 : INFO : EPOCH 18 - PROGRESS: at 50.04% examples, 722413 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:37,675 : INFO : EPOCH 18 - PROGRESS: at 50.40% examples, 722547 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:38,690 : INFO : EPOCH 18 - PROGRESS: at 50.78% examples, 722630 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:39,701 : INFO : EPOCH 18 - PROGRESS: at 51.11% examples, 722831 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:40,707 : INFO : EPOCH 18 - PROGRESS: at 51.45% examples, 722885 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:41,711 : INFO : EPOCH 18 - PROGRESS: at 51.81% examples, 723017 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:42,711 : INFO : EPOCH 18 - PROGRESS: at 52.17% examples, 723089 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:43,715 : INFO : EPOCH 18 - PROGRESS: at 52.51% examples, 723208 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:44,717 : INFO : EPOCH 18 - PROGRESS: at 52.87% examples, 723377 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:45,722 : INFO : EPOCH 18 - PROGRESS: at 53.23% examples, 723484 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:46,742 : INFO : EPOCH 18 - PROGRESS: at 53.56% examples, 723533 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:47,748 : INFO : EPOCH 18 - PROGRESS: at 53.92% examples, 723652 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:49:48,749 : INFO : EPOCH 18 - PROGRESS: at 54.28% examples, 723726 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:49,754 : INFO : EPOCH 18 - PROGRESS: at 54.63% examples, 723862 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:50,764 : INFO : EPOCH 18 - PROGRESS: at 54.95% examples, 723878 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:51,777 : INFO : EPOCH 18 - PROGRESS: at 55.30% examples, 724024 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:49:52,795 : INFO : EPOCH 18 - PROGRESS: at 55.64% examples, 724120 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:53,799 : INFO : EPOCH 18 - PROGRESS: at 56.01% examples, 724197 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:54,802 : INFO : EPOCH 18 - PROGRESS: at 56.35% examples, 724318 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:49:55,805 : INFO : EPOCH 18 - PROGRESS: at 56.71% examples, 724369 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:56,806 : INFO : EPOCH 18 - PROGRESS: at 57.07% examples, 724416 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:57,811 : INFO : EPOCH 18 - PROGRESS: at 57.44% examples, 724427 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:49:58,815 : INFO : EPOCH 18 - PROGRESS: at 57.83% examples, 724482 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:49:59,817 : INFO : EPOCH 18 - PROGRESS: at 58.18% examples, 724548 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:00,826 : INFO : EPOCH 18 - PROGRESS: at 58.54% examples, 724580 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:01,831 : INFO : EPOCH 18 - PROGRESS: at 58.89% examples, 724723 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:02,836 : INFO : EPOCH 18 - PROGRESS: at 59.23% examples, 724854 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:50:03,839 : INFO : EPOCH 18 - PROGRESS: at 59.57% examples, 724956 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:04,850 : INFO : EPOCH 18 - PROGRESS: at 59.92% examples, 725023 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:05,863 : INFO : EPOCH 18 - PROGRESS: at 60.30% examples, 725105 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:50:06,875 : INFO : EPOCH 18 - PROGRESS: at 60.67% examples, 725127 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:07,888 : INFO : EPOCH 18 - PROGRESS: at 61.07% examples, 725199 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:08,889 : INFO : EPOCH 18 - PROGRESS: at 61.43% examples, 725314 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:09,903 : INFO : EPOCH 18 - PROGRESS: at 61.78% examples, 725357 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:10,906 : INFO : EPOCH 18 - PROGRESS: at 62.13% examples, 725462 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:11,915 : INFO : EPOCH 18 - PROGRESS: at 62.50% examples, 725462 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:12,931 : INFO : EPOCH 18 - PROGRESS: at 62.84% examples, 725510 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:13,944 : INFO : EPOCH 18 - PROGRESS: at 63.21% examples, 725588 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:14,960 : INFO : EPOCH 18 - PROGRESS: at 63.59% examples, 725639 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:50:15,962 : INFO : EPOCH 18 - PROGRESS: at 63.95% examples, 725748 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:16,971 : INFO : EPOCH 18 - PROGRESS: at 64.25% examples, 725867 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:50:17,972 : INFO : EPOCH 18 - PROGRESS: at 64.60% examples, 725926 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:18,982 : INFO : EPOCH 18 - PROGRESS: at 64.98% examples, 725950 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:20,000 : INFO : EPOCH 18 - PROGRESS: at 65.36% examples, 726019 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:50:21,010 : INFO : EPOCH 18 - PROGRESS: at 65.69% examples, 726090 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:50:22,020 : INFO : EPOCH 18 - PROGRESS: at 66.05% examples, 726127 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:23,035 : INFO : EPOCH 18 - PROGRESS: at 66.43% examples, 726105 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:24,038 : INFO : EPOCH 18 - PROGRESS: at 66.78% examples, 726104 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:50:25,046 : INFO : EPOCH 18 - PROGRESS: at 67.15% examples, 726129 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:50:26,067 : INFO : EPOCH 18 - PROGRESS: at 67.50% examples, 726215 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:27,083 : INFO : EPOCH 18 - PROGRESS: at 67.87% examples, 726250 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:28,089 : INFO : EPOCH 18 - PROGRESS: at 68.24% examples, 726306 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:29,099 : INFO : EPOCH 18 - PROGRESS: at 68.61% examples, 726328 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:30,117 : INFO : EPOCH 18 - PROGRESS: at 69.00% examples, 726297 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:31,120 : INFO : EPOCH 18 - PROGRESS: at 69.32% examples, 726385 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:32,131 : INFO : EPOCH 18 - PROGRESS: at 69.67% examples, 726490 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:33,133 : INFO : EPOCH 18 - PROGRESS: at 70.06% examples, 726475 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:34,142 : INFO : EPOCH 18 - PROGRESS: at 70.46% examples, 726434 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:35,148 : INFO : EPOCH 18 - PROGRESS: at 70.79% examples, 726499 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:36,152 : INFO : EPOCH 18 - PROGRESS: at 71.17% examples, 726525 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:37,153 : INFO : EPOCH 18 - PROGRESS: at 71.56% examples, 726521 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:38,163 : INFO : EPOCH 18 - PROGRESS: at 71.93% examples, 726542 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:39,169 : INFO : EPOCH 18 - PROGRESS: at 72.31% examples, 726598 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:40,170 : INFO : EPOCH 18 - PROGRESS: at 72.67% examples, 726629 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:41,172 : INFO : EPOCH 18 - PROGRESS: at 73.03% examples, 726686 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:42,174 : INFO : EPOCH 18 - PROGRESS: at 73.38% examples, 726680 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:43,178 : INFO : EPOCH 18 - PROGRESS: at 73.72% examples, 726738 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:44,184 : INFO : EPOCH 18 - PROGRESS: at 74.08% examples, 726763 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:45,188 : INFO : EPOCH 18 - PROGRESS: at 74.43% examples, 726798 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:46,200 : INFO : EPOCH 18 - PROGRESS: at 74.80% examples, 726862 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:47,200 : INFO : EPOCH 18 - PROGRESS: at 75.15% examples, 726889 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:48,214 : INFO : EPOCH 18 - PROGRESS: at 75.51% examples, 726913 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:49,215 : INFO : EPOCH 18 - PROGRESS: at 75.88% examples, 726944 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:50:50,220 : INFO : EPOCH 18 - PROGRESS: at 76.26% examples, 726992 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:51,227 : INFO : EPOCH 18 - PROGRESS: at 76.63% examples, 727032 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:50:52,237 : INFO : EPOCH 18 - PROGRESS: at 76.99% examples, 727054 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:53,258 : INFO : EPOCH 18 - PROGRESS: at 77.36% examples, 727057 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:54,269 : INFO : EPOCH 18 - PROGRESS: at 77.72% examples, 727119 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:55,270 : INFO : EPOCH 18 - PROGRESS: at 78.07% examples, 727218 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:56,276 : INFO : EPOCH 18 - PROGRESS: at 78.41% examples, 727272 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:57,289 : INFO : EPOCH 18 - PROGRESS: at 78.77% examples, 727324 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:58,295 : INFO : EPOCH 18 - PROGRESS: at 79.11% examples, 727342 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:50:59,302 : INFO : EPOCH 18 - PROGRESS: at 79.47% examples, 727380 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:00,312 : INFO : EPOCH 18 - PROGRESS: at 79.86% examples, 727425 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:01,321 : INFO : EPOCH 18 - PROGRESS: at 80.21% examples, 727468 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:02,323 : INFO : EPOCH 18 - PROGRESS: at 80.55% examples, 727551 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:03,334 : INFO : EPOCH 18 - PROGRESS: at 80.92% examples, 727554 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:04,338 : INFO : EPOCH 18 - PROGRESS: at 81.25% examples, 727619 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:05,340 : INFO : EPOCH 18 - PROGRESS: at 81.59% examples, 727624 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:06,346 : INFO : EPOCH 18 - PROGRESS: at 81.97% examples, 727642 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:07,354 : INFO : EPOCH 18 - PROGRESS: at 82.33% examples, 727612 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:08,358 : INFO : EPOCH 18 - PROGRESS: at 82.70% examples, 727701 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:09,360 : INFO : EPOCH 18 - PROGRESS: at 83.06% examples, 727723 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:10,370 : INFO : EPOCH 18 - PROGRESS: at 83.42% examples, 727758 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:11,378 : INFO : EPOCH 18 - PROGRESS: at 83.77% examples, 727818 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:12,398 : INFO : EPOCH 18 - PROGRESS: at 84.14% examples, 727857 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:13,406 : INFO : EPOCH 18 - PROGRESS: at 84.52% examples, 727869 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:51:14,415 : INFO : EPOCH 18 - PROGRESS: at 84.88% examples, 727889 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:15,427 : INFO : EPOCH 18 - PROGRESS: at 85.23% examples, 727958 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:16,428 : INFO : EPOCH 18 - PROGRESS: at 85.59% examples, 727963 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:17,439 : INFO : EPOCH 18 - PROGRESS: at 85.96% examples, 727970 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:18,444 : INFO : EPOCH 18 - PROGRESS: at 86.33% examples, 728002 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:19,452 : INFO : EPOCH 18 - PROGRESS: at 86.70% examples, 728012 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:20,457 : INFO : EPOCH 18 - PROGRESS: at 87.06% examples, 728071 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:21,463 : INFO : EPOCH 18 - PROGRESS: at 87.44% examples, 728136 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:22,463 : INFO : EPOCH 18 - PROGRESS: at 87.78% examples, 728229 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:23,471 : INFO : EPOCH 18 - PROGRESS: at 88.11% examples, 728238 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:24,478 : INFO : EPOCH 18 - PROGRESS: at 88.46% examples, 728297 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:25,481 : INFO : EPOCH 18 - PROGRESS: at 88.83% examples, 728330 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:26,484 : INFO : EPOCH 18 - PROGRESS: at 89.16% examples, 728400 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:27,484 : INFO : EPOCH 18 - PROGRESS: at 89.53% examples, 728406 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:28,487 : INFO : EPOCH 18 - PROGRESS: at 89.88% examples, 728483 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:51:29,492 : INFO : EPOCH 18 - PROGRESS: at 90.21% examples, 728532 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:30,501 : INFO : EPOCH 18 - PROGRESS: at 90.56% examples, 728581 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:31,502 : INFO : EPOCH 18 - PROGRESS: at 90.93% examples, 728592 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:51:32,504 : INFO : EPOCH 18 - PROGRESS: at 91.29% examples, 728605 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:33,510 : INFO : EPOCH 18 - PROGRESS: at 91.67% examples, 728632 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:34,518 : INFO : EPOCH 18 - PROGRESS: at 92.04% examples, 728628 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:35,523 : INFO : EPOCH 18 - PROGRESS: at 92.41% examples, 728647 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:36,524 : INFO : EPOCH 18 - PROGRESS: at 92.70% examples, 728724 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:37,537 : INFO : EPOCH 18 - PROGRESS: at 93.06% examples, 728749 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:38,541 : INFO : EPOCH 18 - PROGRESS: at 93.41% examples, 728749 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:39,557 : INFO : EPOCH 18 - PROGRESS: at 93.77% examples, 728620 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:40,559 : INFO : EPOCH 18 - PROGRESS: at 94.09% examples, 728565 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:41,585 : INFO : EPOCH 18 - PROGRESS: at 94.40% examples, 728198 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:42,594 : INFO : EPOCH 18 - PROGRESS: at 94.74% examples, 727958 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:51:43,606 : INFO : EPOCH 18 - PROGRESS: at 95.12% examples, 727963 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:44,606 : INFO : EPOCH 18 - PROGRESS: at 95.46% examples, 727996 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:45,615 : INFO : EPOCH 18 - PROGRESS: at 95.79% examples, 728015 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:46,618 : INFO : EPOCH 18 - PROGRESS: at 96.11% examples, 728095 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:51:47,620 : INFO : EPOCH 18 - PROGRESS: at 96.48% examples, 728108 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:48,630 : INFO : EPOCH 18 - PROGRESS: at 96.85% examples, 728137 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:49,636 : INFO : EPOCH 18 - PROGRESS: at 97.20% examples, 728189 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:50,638 : INFO : EPOCH 18 - PROGRESS: at 97.55% examples, 728188 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:51,653 : INFO : EPOCH 18 - PROGRESS: at 97.93% examples, 728210 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:52,657 : INFO : EPOCH 18 - PROGRESS: at 98.30% examples, 728262 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:53,664 : INFO : EPOCH 18 - PROGRESS: at 98.64% examples, 728264 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:54,673 : INFO : EPOCH 18 - PROGRESS: at 98.98% examples, 728268 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:55,675 : INFO : EPOCH 18 - PROGRESS: at 99.31% examples, 728314 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:56,682 : INFO : EPOCH 18 - PROGRESS: at 99.66% examples, 728339 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:57,592 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 01:51:57,593 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 01:51:57,611 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 01:51:57,620 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 01:51:57,621 : INFO : EPOCH - 18 : training on 266955784 raw words (207594979 effective words) took 285.0s, 728383 effective words/s
2020-07-24 01:51:58,645 : INFO : EPOCH 19 - PROGRESS: at 0.29% examples, 725768 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:51:59,647 : INFO : EPOCH 19 - PROGRESS: at 0.65% examples, 729743 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:00,649 : INFO : EPOCH 19 - PROGRESS: at 1.01% examples, 732191 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:01,665 : INFO : EPOCH 19 - PROGRESS: at 1.38% examples, 735599 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:02,670 : INFO : EPOCH 19 - PROGRESS: at 1.75% examples, 737957 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:03,672 : INFO : EPOCH 19 - PROGRESS: at 2.10% examples, 736173 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:04,682 : INFO : EPOCH 19 - PROGRESS: at 2.47% examples, 737179 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:05,688 : INFO : EPOCH 19 - PROGRESS: at 2.78% examples, 737592 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:06,697 : INFO : EPOCH 19 - PROGRESS: at 3.14% examples, 737486 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:07,705 : INFO : EPOCH 19 - PROGRESS: at 3.50% examples, 737001 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:08,710 : INFO : EPOCH 19 - PROGRESS: at 3.87% examples, 737209 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:52:09,713 : INFO : EPOCH 19 - PROGRESS: at 4.24% examples, 737343 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:10,717 : INFO : EPOCH 19 - PROGRESS: at 4.60% examples, 736472 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:11,720 : INFO : EPOCH 19 - PROGRESS: at 4.95% examples, 737316 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:52:12,724 : INFO : EPOCH 19 - PROGRESS: at 5.31% examples, 737912 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:13,725 : INFO : EPOCH 19 - PROGRESS: at 5.66% examples, 737700 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:14,734 : INFO : EPOCH 19 - PROGRESS: at 6.01% examples, 738011 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:15,743 : INFO : EPOCH 19 - PROGRESS: at 6.36% examples, 737738 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:16,756 : INFO : EPOCH 19 - PROGRESS: at 6.71% examples, 737894 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:52:17,762 : INFO : EPOCH 19 - PROGRESS: at 7.08% examples, 737503 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:18,767 : INFO : EPOCH 19 - PROGRESS: at 7.45% examples, 737456 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:19,769 : INFO : EPOCH 19 - PROGRESS: at 7.83% examples, 737453 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:20,774 : INFO : EPOCH 19 - PROGRESS: at 8.21% examples, 737540 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:21,789 : INFO : EPOCH 19 - PROGRESS: at 8.57% examples, 737416 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:22,791 : INFO : EPOCH 19 - PROGRESS: at 8.94% examples, 737344 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:23,793 : INFO : EPOCH 19 - PROGRESS: at 9.27% examples, 737544 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:52:24,800 : INFO : EPOCH 19 - PROGRESS: at 9.59% examples, 737759 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:25,804 : INFO : EPOCH 19 - PROGRESS: at 9.96% examples, 737607 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:52:26,804 : INFO : EPOCH 19 - PROGRESS: at 10.32% examples, 737924 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:27,816 : INFO : EPOCH 19 - PROGRESS: at 10.68% examples, 737753 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:28,823 : INFO : EPOCH 19 - PROGRESS: at 11.03% examples, 738019 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:52:29,824 : INFO : EPOCH 19 - PROGRESS: at 11.40% examples, 738337 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:30,843 : INFO : EPOCH 19 - PROGRESS: at 11.75% examples, 738297 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:31,846 : INFO : EPOCH 19 - PROGRESS: at 12.10% examples, 738421 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:32,851 : INFO : EPOCH 19 - PROGRESS: at 12.42% examples, 738472 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:33,863 : INFO : EPOCH 19 - PROGRESS: at 12.78% examples, 738571 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:34,872 : INFO : EPOCH 19 - PROGRESS: at 13.13% examples, 738515 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:35,874 : INFO : EPOCH 19 - PROGRESS: at 13.50% examples, 738782 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:36,889 : INFO : EPOCH 19 - PROGRESS: at 13.86% examples, 738499 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:37,899 : INFO : EPOCH 19 - PROGRESS: at 14.22% examples, 738511 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:38,904 : INFO : EPOCH 19 - PROGRESS: at 14.57% examples, 738604 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:39,907 : INFO : EPOCH 19 - PROGRESS: at 14.91% examples, 738405 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:40,915 : INFO : EPOCH 19 - PROGRESS: at 15.27% examples, 738297 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:52:41,915 : INFO : EPOCH 19 - PROGRESS: at 15.64% examples, 738279 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:42,917 : INFO : EPOCH 19 - PROGRESS: at 15.97% examples, 738443 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:43,923 : INFO : EPOCH 19 - PROGRESS: at 16.32% examples, 738388 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:44,929 : INFO : EPOCH 19 - PROGRESS: at 16.70% examples, 738265 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:45,933 : INFO : EPOCH 19 - PROGRESS: at 17.08% examples, 738244 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:46,935 : INFO : EPOCH 19 - PROGRESS: at 17.43% examples, 738158 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:47,940 : INFO : EPOCH 19 - PROGRESS: at 17.82% examples, 738029 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:48,940 : INFO : EPOCH 19 - PROGRESS: at 18.19% examples, 738192 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:49,942 : INFO : EPOCH 19 - PROGRESS: at 18.56% examples, 738182 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:50,944 : INFO : EPOCH 19 - PROGRESS: at 18.91% examples, 738197 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:51,953 : INFO : EPOCH 19 - PROGRESS: at 19.27% examples, 738452 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:52,956 : INFO : EPOCH 19 - PROGRESS: at 19.61% examples, 738607 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:53,963 : INFO : EPOCH 19 - PROGRESS: at 19.98% examples, 738453 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:54,982 : INFO : EPOCH 19 - PROGRESS: at 20.32% examples, 738546 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:55,991 : INFO : EPOCH 19 - PROGRESS: at 20.67% examples, 738470 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:57,005 : INFO : EPOCH 19 - PROGRESS: at 21.03% examples, 738510 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:58,017 : INFO : EPOCH 19 - PROGRESS: at 21.38% examples, 738616 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:52:59,028 : INFO : EPOCH 19 - PROGRESS: at 21.75% examples, 738731 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:00,030 : INFO : EPOCH 19 - PROGRESS: at 22.10% examples, 738844 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:01,042 : INFO : EPOCH 19 - PROGRESS: at 22.49% examples, 738682 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:02,050 : INFO : EPOCH 19 - PROGRESS: at 22.88% examples, 738641 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:03,064 : INFO : EPOCH 19 - PROGRESS: at 23.24% examples, 738507 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:53:04,082 : INFO : EPOCH 19 - PROGRESS: at 23.61% examples, 738371 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:05,084 : INFO : EPOCH 19 - PROGRESS: at 23.97% examples, 738420 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:06,091 : INFO : EPOCH 19 - PROGRESS: at 24.33% examples, 738469 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:07,111 : INFO : EPOCH 19 - PROGRESS: at 24.68% examples, 738478 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:08,116 : INFO : EPOCH 19 - PROGRESS: at 25.04% examples, 738386 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:09,118 : INFO : EPOCH 19 - PROGRESS: at 25.44% examples, 738509 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:10,121 : INFO : EPOCH 19 - PROGRESS: at 25.78% examples, 738457 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:11,124 : INFO : EPOCH 19 - PROGRESS: at 26.15% examples, 738396 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:12,125 : INFO : EPOCH 19 - PROGRESS: at 26.51% examples, 738432 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:13,129 : INFO : EPOCH 19 - PROGRESS: at 26.86% examples, 738492 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:14,152 : INFO : EPOCH 19 - PROGRESS: at 27.20% examples, 738568 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:15,153 : INFO : EPOCH 19 - PROGRESS: at 27.55% examples, 738581 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:16,158 : INFO : EPOCH 19 - PROGRESS: at 27.90% examples, 738662 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:17,164 : INFO : EPOCH 19 - PROGRESS: at 28.26% examples, 738648 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:53:18,167 : INFO : EPOCH 19 - PROGRESS: at 28.63% examples, 738639 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:19,170 : INFO : EPOCH 19 - PROGRESS: at 28.97% examples, 738619 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:20,173 : INFO : EPOCH 19 - PROGRESS: at 29.33% examples, 738606 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:21,182 : INFO : EPOCH 19 - PROGRESS: at 29.69% examples, 738743 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:22,189 : INFO : EPOCH 19 - PROGRESS: at 30.04% examples, 738688 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:23,199 : INFO : EPOCH 19 - PROGRESS: at 30.40% examples, 738594 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:53:24,208 : INFO : EPOCH 19 - PROGRESS: at 30.76% examples, 738776 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:25,215 : INFO : EPOCH 19 - PROGRESS: at 31.13% examples, 738644 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:26,227 : INFO : EPOCH 19 - PROGRESS: at 31.52% examples, 738586 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:27,227 : INFO : EPOCH 19 - PROGRESS: at 31.90% examples, 738543 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:28,231 : INFO : EPOCH 19 - PROGRESS: at 32.26% examples, 738499 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:29,233 : INFO : EPOCH 19 - PROGRESS: at 32.63% examples, 738439 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:30,236 : INFO : EPOCH 19 - PROGRESS: at 33.01% examples, 738425 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:31,252 : INFO : EPOCH 19 - PROGRESS: at 33.37% examples, 738396 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:32,259 : INFO : EPOCH 19 - PROGRESS: at 33.73% examples, 738467 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:33,260 : INFO : EPOCH 19 - PROGRESS: at 34.05% examples, 738612 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:34,265 : INFO : EPOCH 19 - PROGRESS: at 34.41% examples, 738513 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:35,274 : INFO : EPOCH 19 - PROGRESS: at 34.77% examples, 738513 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:36,290 : INFO : EPOCH 19 - PROGRESS: at 35.14% examples, 738543 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:37,298 : INFO : EPOCH 19 - PROGRESS: at 35.46% examples, 738662 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:38,301 : INFO : EPOCH 19 - PROGRESS: at 35.79% examples, 738554 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:53:39,303 : INFO : EPOCH 19 - PROGRESS: at 36.14% examples, 738637 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:40,305 : INFO : EPOCH 19 - PROGRESS: at 36.52% examples, 738548 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:41,307 : INFO : EPOCH 19 - PROGRESS: at 36.90% examples, 738517 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:42,323 : INFO : EPOCH 19 - PROGRESS: at 37.27% examples, 738397 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:43,326 : INFO : EPOCH 19 - PROGRESS: at 37.65% examples, 738381 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:44,331 : INFO : EPOCH 19 - PROGRESS: at 37.99% examples, 738345 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:45,333 : INFO : EPOCH 19 - PROGRESS: at 38.35% examples, 738396 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:46,347 : INFO : EPOCH 19 - PROGRESS: at 38.72% examples, 738329 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:47,352 : INFO : EPOCH 19 - PROGRESS: at 39.07% examples, 738417 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:48,358 : INFO : EPOCH 19 - PROGRESS: at 39.43% examples, 738465 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:49,369 : INFO : EPOCH 19 - PROGRESS: at 39.79% examples, 738438 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:50,372 : INFO : EPOCH 19 - PROGRESS: at 40.12% examples, 738481 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:51,387 : INFO : EPOCH 19 - PROGRESS: at 40.46% examples, 738515 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:52,389 : INFO : EPOCH 19 - PROGRESS: at 40.81% examples, 738602 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:53:53,391 : INFO : EPOCH 19 - PROGRESS: at 41.17% examples, 738599 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:54,401 : INFO : EPOCH 19 - PROGRESS: at 41.52% examples, 738560 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:55,416 : INFO : EPOCH 19 - PROGRESS: at 41.88% examples, 738649 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:56,434 : INFO : EPOCH 19 - PROGRESS: at 42.24% examples, 738598 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:57,441 : INFO : EPOCH 19 - PROGRESS: at 42.61% examples, 738578 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:58,449 : INFO : EPOCH 19 - PROGRESS: at 42.97% examples, 738585 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:53:59,458 : INFO : EPOCH 19 - PROGRESS: at 43.35% examples, 738581 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:00,466 : INFO : EPOCH 19 - PROGRESS: at 43.70% examples, 738669 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:01,472 : INFO : EPOCH 19 - PROGRESS: at 44.05% examples, 738649 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:02,476 : INFO : EPOCH 19 - PROGRESS: at 44.40% examples, 738651 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:54:03,478 : INFO : EPOCH 19 - PROGRESS: at 44.78% examples, 738625 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:04,491 : INFO : EPOCH 19 - PROGRESS: at 45.14% examples, 738610 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:05,493 : INFO : EPOCH 19 - PROGRESS: at 45.49% examples, 738668 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:06,505 : INFO : EPOCH 19 - PROGRESS: at 45.86% examples, 738639 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:07,510 : INFO : EPOCH 19 - PROGRESS: at 46.19% examples, 738677 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:08,521 : INFO : EPOCH 19 - PROGRESS: at 46.56% examples, 738693 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:09,524 : INFO : EPOCH 19 - PROGRESS: at 46.90% examples, 738774 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:10,526 : INFO : EPOCH 19 - PROGRESS: at 47.25% examples, 738779 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:11,542 : INFO : EPOCH 19 - PROGRESS: at 47.59% examples, 738852 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:12,544 : INFO : EPOCH 19 - PROGRESS: at 47.93% examples, 738812 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:13,546 : INFO : EPOCH 19 - PROGRESS: at 48.27% examples, 738845 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:14,549 : INFO : EPOCH 19 - PROGRESS: at 48.61% examples, 738875 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:15,552 : INFO : EPOCH 19 - PROGRESS: at 49.00% examples, 738839 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:16,566 : INFO : EPOCH 19 - PROGRESS: at 49.37% examples, 738789 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:17,569 : INFO : EPOCH 19 - PROGRESS: at 49.72% examples, 738839 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:18,586 : INFO : EPOCH 19 - PROGRESS: at 50.06% examples, 738652 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:19,587 : INFO : EPOCH 19 - PROGRESS: at 50.41% examples, 738382 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:20,600 : INFO : EPOCH 19 - PROGRESS: at 50.77% examples, 738162 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:21,611 : INFO : EPOCH 19 - PROGRESS: at 51.05% examples, 737453 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:22,613 : INFO : EPOCH 19 - PROGRESS: at 51.37% examples, 737121 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:23,617 : INFO : EPOCH 19 - PROGRESS: at 51.73% examples, 737146 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:24,620 : INFO : EPOCH 19 - PROGRESS: at 52.10% examples, 737258 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:25,626 : INFO : EPOCH 19 - PROGRESS: at 52.43% examples, 737228 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:54:26,632 : INFO : EPOCH 19 - PROGRESS: at 52.78% examples, 737283 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:27,643 : INFO : EPOCH 19 - PROGRESS: at 53.15% examples, 737298 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:28,645 : INFO : EPOCH 19 - PROGRESS: at 53.50% examples, 737361 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:29,658 : INFO : EPOCH 19 - PROGRESS: at 53.86% examples, 737374 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:30,669 : INFO : EPOCH 19 - PROGRESS: at 54.21% examples, 737376 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:31,674 : INFO : EPOCH 19 - PROGRESS: at 54.56% examples, 737399 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:32,678 : INFO : EPOCH 19 - PROGRESS: at 54.87% examples, 737436 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:33,682 : INFO : EPOCH 19 - PROGRESS: at 55.24% examples, 737450 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:34,697 : INFO : EPOCH 19 - PROGRESS: at 55.56% examples, 737488 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:35,698 : INFO : EPOCH 19 - PROGRESS: at 55.93% examples, 737545 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:36,711 : INFO : EPOCH 19 - PROGRESS: at 56.28% examples, 737505 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:37,712 : INFO : EPOCH 19 - PROGRESS: at 56.64% examples, 737527 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:38,724 : INFO : EPOCH 19 - PROGRESS: at 56.99% examples, 737506 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:39,729 : INFO : EPOCH 19 - PROGRESS: at 57.38% examples, 737391 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:40,742 : INFO : EPOCH 19 - PROGRESS: at 57.76% examples, 737435 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:41,744 : INFO : EPOCH 19 - PROGRESS: at 58.12% examples, 737495 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:42,746 : INFO : EPOCH 19 - PROGRESS: at 58.50% examples, 737493 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:43,754 : INFO : EPOCH 19 - PROGRESS: at 58.83% examples, 737511 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:44,770 : INFO : EPOCH 19 - PROGRESS: at 59.19% examples, 737551 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:45,775 : INFO : EPOCH 19 - PROGRESS: at 59.52% examples, 737573 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:46,783 : INFO : EPOCH 19 - PROGRESS: at 59.87% examples, 737605 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:47,788 : INFO : EPOCH 19 - PROGRESS: at 60.25% examples, 737605 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:54:48,801 : INFO : EPOCH 19 - PROGRESS: at 60.62% examples, 737576 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:54:49,811 : INFO : EPOCH 19 - PROGRESS: at 61.01% examples, 737547 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:50,815 : INFO : EPOCH 19 - PROGRESS: at 61.36% examples, 737559 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:51,818 : INFO : EPOCH 19 - PROGRESS: at 61.71% examples, 737594 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:52,821 : INFO : EPOCH 19 - PROGRESS: at 62.07% examples, 737593 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:53,829 : INFO : EPOCH 19 - PROGRESS: at 62.44% examples, 737555 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:54,832 : INFO : EPOCH 19 - PROGRESS: at 62.78% examples, 737615 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:55,836 : INFO : EPOCH 19 - PROGRESS: at 63.15% examples, 737642 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:56,851 : INFO : EPOCH 19 - PROGRESS: at 63.53% examples, 737653 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:54:57,851 : INFO : EPOCH 19 - PROGRESS: at 63.89% examples, 737656 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:58,860 : INFO : EPOCH 19 - PROGRESS: at 64.21% examples, 737728 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:54:59,863 : INFO : EPOCH 19 - PROGRESS: at 64.55% examples, 737728 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:00,864 : INFO : EPOCH 19 - PROGRESS: at 64.93% examples, 737638 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:01,875 : INFO : EPOCH 19 - PROGRESS: at 65.28% examples, 737620 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:02,878 : INFO : EPOCH 19 - PROGRESS: at 65.64% examples, 737649 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:03,884 : INFO : EPOCH 19 - PROGRESS: at 65.98% examples, 737709 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:55:04,885 : INFO : EPOCH 19 - PROGRESS: at 66.36% examples, 737643 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:05,891 : INFO : EPOCH 19 - PROGRESS: at 66.72% examples, 737572 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:06,906 : INFO : EPOCH 19 - PROGRESS: at 67.09% examples, 737590 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:07,916 : INFO : EPOCH 19 - PROGRESS: at 67.43% examples, 737593 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:08,917 : INFO : EPOCH 19 - PROGRESS: at 67.80% examples, 737553 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:09,925 : INFO : EPOCH 19 - PROGRESS: at 68.16% examples, 737585 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:10,931 : INFO : EPOCH 19 - PROGRESS: at 68.54% examples, 737611 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:11,933 : INFO : EPOCH 19 - PROGRESS: at 68.92% examples, 737552 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:12,935 : INFO : EPOCH 19 - PROGRESS: at 69.26% examples, 737467 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:13,948 : INFO : EPOCH 19 - PROGRESS: at 69.59% examples, 737534 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:14,950 : INFO : EPOCH 19 - PROGRESS: at 69.98% examples, 737457 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:15,964 : INFO : EPOCH 19 - PROGRESS: at 70.38% examples, 737440 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:16,974 : INFO : EPOCH 19 - PROGRESS: at 70.73% examples, 737461 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:17,982 : INFO : EPOCH 19 - PROGRESS: at 71.09% examples, 737420 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:18,987 : INFO : EPOCH 19 - PROGRESS: at 71.49% examples, 737430 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:19,995 : INFO : EPOCH 19 - PROGRESS: at 71.87% examples, 737430 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:21,005 : INFO : EPOCH 19 - PROGRESS: at 72.25% examples, 737393 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:22,010 : INFO : EPOCH 19 - PROGRESS: at 72.62% examples, 737431 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:23,017 : INFO : EPOCH 19 - PROGRESS: at 72.98% examples, 737468 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:24,043 : INFO : EPOCH 19 - PROGRESS: at 73.35% examples, 737409 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:25,046 : INFO : EPOCH 19 - PROGRESS: at 73.69% examples, 737434 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:26,049 : INFO : EPOCH 19 - PROGRESS: at 74.05% examples, 737388 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:27,052 : INFO : EPOCH 19 - PROGRESS: at 74.40% examples, 737430 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:28,071 : INFO : EPOCH 19 - PROGRESS: at 74.76% examples, 737384 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:29,075 : INFO : EPOCH 19 - PROGRESS: at 75.11% examples, 737408 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:55:30,080 : INFO : EPOCH 19 - PROGRESS: at 75.48% examples, 737397 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:31,093 : INFO : EPOCH 19 - PROGRESS: at 75.84% examples, 737384 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:32,110 : INFO : EPOCH 19 - PROGRESS: at 76.23% examples, 737352 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:33,125 : INFO : EPOCH 19 - PROGRESS: at 76.61% examples, 737326 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:34,134 : INFO : EPOCH 19 - PROGRESS: at 76.98% examples, 737393 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:35,134 : INFO : EPOCH 19 - PROGRESS: at 77.34% examples, 737390 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:36,144 : INFO : EPOCH 19 - PROGRESS: at 77.70% examples, 737351 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:37,150 : INFO : EPOCH 19 - PROGRESS: at 78.05% examples, 737357 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:38,152 : INFO : EPOCH 19 - PROGRESS: at 78.37% examples, 737332 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:39,157 : INFO : EPOCH 19 - PROGRESS: at 78.73% examples, 737358 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:55:40,158 : INFO : EPOCH 19 - PROGRESS: at 79.08% examples, 737374 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:41,167 : INFO : EPOCH 19 - PROGRESS: at 79.44% examples, 737384 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:42,191 : INFO : EPOCH 19 - PROGRESS: at 79.84% examples, 737357 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:43,193 : INFO : EPOCH 19 - PROGRESS: at 80.18% examples, 737389 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:44,197 : INFO : EPOCH 19 - PROGRESS: at 80.52% examples, 737375 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:45,200 : INFO : EPOCH 19 - PROGRESS: at 80.89% examples, 737376 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:46,207 : INFO : EPOCH 19 - PROGRESS: at 81.23% examples, 737421 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:47,223 : INFO : EPOCH 19 - PROGRESS: at 81.58% examples, 737395 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:48,226 : INFO : EPOCH 19 - PROGRESS: at 81.95% examples, 737418 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:49,240 : INFO : EPOCH 19 - PROGRESS: at 82.32% examples, 737363 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:55:50,252 : INFO : EPOCH 19 - PROGRESS: at 82.69% examples, 737368 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:51,255 : INFO : EPOCH 19 - PROGRESS: at 83.05% examples, 737379 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:55:52,266 : INFO : EPOCH 19 - PROGRESS: at 83.42% examples, 737388 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:53,274 : INFO : EPOCH 19 - PROGRESS: at 83.76% examples, 737424 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:54,276 : INFO : EPOCH 19 - PROGRESS: at 84.13% examples, 737392 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:55,281 : INFO : EPOCH 19 - PROGRESS: at 84.51% examples, 737358 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:56,289 : INFO : EPOCH 19 - PROGRESS: at 84.86% examples, 737305 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:57,296 : INFO : EPOCH 19 - PROGRESS: at 85.22% examples, 737325 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:58,303 : INFO : EPOCH 19 - PROGRESS: at 85.57% examples, 737301 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:55:59,312 : INFO : EPOCH 19 - PROGRESS: at 85.95% examples, 737301 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:00,313 : INFO : EPOCH 19 - PROGRESS: at 86.32% examples, 737310 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:01,323 : INFO : EPOCH 19 - PROGRESS: at 86.70% examples, 737295 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:02,323 : INFO : EPOCH 19 - PROGRESS: at 87.05% examples, 737370 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:03,349 : INFO : EPOCH 19 - PROGRESS: at 87.43% examples, 737314 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:04,365 : INFO : EPOCH 19 - PROGRESS: at 87.77% examples, 737367 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:05,379 : INFO : EPOCH 19 - PROGRESS: at 88.11% examples, 737364 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:06,398 : INFO : EPOCH 19 - PROGRESS: at 88.47% examples, 737418 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:07,412 : INFO : EPOCH 19 - PROGRESS: at 88.84% examples, 737408 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:08,413 : INFO : EPOCH 19 - PROGRESS: at 89.17% examples, 737446 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:09,419 : INFO : EPOCH 19 - PROGRESS: at 89.54% examples, 737386 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:56:10,434 : INFO : EPOCH 19 - PROGRESS: at 89.89% examples, 737408 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:11,442 : INFO : EPOCH 19 - PROGRESS: at 90.22% examples, 737428 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:12,444 : INFO : EPOCH 19 - PROGRESS: at 90.57% examples, 737463 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:13,446 : INFO : EPOCH 19 - PROGRESS: at 90.94% examples, 737486 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:14,457 : INFO : EPOCH 19 - PROGRESS: at 91.32% examples, 737456 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:15,461 : INFO : EPOCH 19 - PROGRESS: at 91.69% examples, 737434 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:16,462 : INFO : EPOCH 19 - PROGRESS: at 92.06% examples, 737451 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:17,463 : INFO : EPOCH 19 - PROGRESS: at 92.43% examples, 737428 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:18,464 : INFO : EPOCH 19 - PROGRESS: at 92.72% examples, 737475 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:56:19,476 : INFO : EPOCH 19 - PROGRESS: at 93.09% examples, 737454 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:20,493 : INFO : EPOCH 19 - PROGRESS: at 93.43% examples, 737464 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:21,499 : INFO : EPOCH 19 - PROGRESS: at 93.80% examples, 737450 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:22,516 : INFO : EPOCH 19 - PROGRESS: at 94.15% examples, 737447 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:23,526 : INFO : EPOCH 19 - PROGRESS: at 94.51% examples, 737444 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:56:24,536 : INFO : EPOCH 19 - PROGRESS: at 94.90% examples, 737424 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:25,538 : INFO : EPOCH 19 - PROGRESS: at 95.26% examples, 737405 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:26,541 : INFO : EPOCH 19 - PROGRESS: at 95.59% examples, 737417 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:27,548 : INFO : EPOCH 19 - PROGRESS: at 95.92% examples, 737406 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:28,552 : INFO : EPOCH 19 - PROGRESS: at 96.28% examples, 737461 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:29,561 : INFO : EPOCH 19 - PROGRESS: at 96.63% examples, 737477 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:56:30,570 : INFO : EPOCH 19 - PROGRESS: at 96.99% examples, 737492 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:31,580 : INFO : EPOCH 19 - PROGRESS: at 97.37% examples, 737503 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:56:32,586 : INFO : EPOCH 19 - PROGRESS: at 97.72% examples, 737491 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:33,593 : INFO : EPOCH 19 - PROGRESS: at 98.09% examples, 737487 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:34,602 : INFO : EPOCH 19 - PROGRESS: at 98.45% examples, 737497 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:35,605 : INFO : EPOCH 19 - PROGRESS: at 98.78% examples, 737476 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:36,609 : INFO : EPOCH 19 - PROGRESS: at 99.13% examples, 737489 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:37,616 : INFO : EPOCH 19 - PROGRESS: at 99.46% examples, 737477 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:56:38,622 : INFO : EPOCH 19 - PROGRESS: at 99.82% examples, 737467 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:39,086 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 01:56:39,101 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 01:56:39,104 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 01:56:39,112 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 01:56:39,112 : INFO : EPOCH - 19 : training on 266955784 raw words (207594946 effective words) took 281.5s, 737492 effective words/s
2020-07-24 01:56:40,120 : INFO : EPOCH 20 - PROGRESS: at 0.29% examples, 730357 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:41,127 : INFO : EPOCH 20 - PROGRESS: at 0.65% examples, 730306 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:42,135 : INFO : EPOCH 20 - PROGRESS: at 1.01% examples, 733309 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:43,164 : INFO : EPOCH 20 - PROGRESS: at 1.38% examples, 734138 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:44,164 : INFO : EPOCH 20 - PROGRESS: at 1.75% examples, 737633 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:56:45,169 : INFO : EPOCH 20 - PROGRESS: at 2.11% examples, 736607 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:46,182 : INFO : EPOCH 20 - PROGRESS: at 2.47% examples, 737474 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:47,183 : INFO : EPOCH 20 - PROGRESS: at 2.78% examples, 737325 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:56:48,193 : INFO : EPOCH 20 - PROGRESS: at 3.14% examples, 737195 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:49,194 : INFO : EPOCH 20 - PROGRESS: at 3.50% examples, 737228 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:50,201 : INFO : EPOCH 20 - PROGRESS: at 3.87% examples, 737278 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:51,202 : INFO : EPOCH 20 - PROGRESS: at 4.24% examples, 736728 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:52,216 : INFO : EPOCH 20 - PROGRESS: at 4.60% examples, 736082 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:53,222 : INFO : EPOCH 20 - PROGRESS: at 4.96% examples, 737275 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:56:54,222 : INFO : EPOCH 20 - PROGRESS: at 5.31% examples, 737022 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:55,224 : INFO : EPOCH 20 - PROGRESS: at 5.66% examples, 737314 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:56,227 : INFO : EPOCH 20 - PROGRESS: at 6.01% examples, 737437 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:57,233 : INFO : EPOCH 20 - PROGRESS: at 6.36% examples, 737438 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:58,234 : INFO : EPOCH 20 - PROGRESS: at 6.70% examples, 737557 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:56:59,253 : INFO : EPOCH 20 - PROGRESS: at 7.06% examples, 734916 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:57:00,257 : INFO : EPOCH 20 - PROGRESS: at 7.41% examples, 732995 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:01,268 : INFO : EPOCH 20 - PROGRESS: at 7.74% examples, 730043 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:02,277 : INFO : EPOCH 20 - PROGRESS: at 8.08% examples, 725804 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:03,286 : INFO : EPOCH 20 - PROGRESS: at 8.45% examples, 726416 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:04,295 : INFO : EPOCH 20 - PROGRESS: at 8.81% examples, 727007 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:05,299 : INFO : EPOCH 20 - PROGRESS: at 9.15% examples, 726902 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:06,301 : INFO : EPOCH 20 - PROGRESS: at 9.47% examples, 728016 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:07,309 : INFO : EPOCH 20 - PROGRESS: at 9.84% examples, 728148 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:08,310 : INFO : EPOCH 20 - PROGRESS: at 10.19% examples, 728250 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:09,331 : INFO : EPOCH 20 - PROGRESS: at 10.55% examples, 728539 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:10,341 : INFO : EPOCH 20 - PROGRESS: at 10.91% examples, 729136 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:11,348 : INFO : EPOCH 20 - PROGRESS: at 11.26% examples, 728791 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:12,348 : INFO : EPOCH 20 - PROGRESS: at 11.62% examples, 729343 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:13,348 : INFO : EPOCH 20 - PROGRESS: at 11.95% examples, 729418 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:14,363 : INFO : EPOCH 20 - PROGRESS: at 12.29% examples, 729502 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:57:15,375 : INFO : EPOCH 20 - PROGRESS: at 12.64% examples, 729981 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:57:16,375 : INFO : EPOCH 20 - PROGRESS: at 12.99% examples, 730129 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:17,391 : INFO : EPOCH 20 - PROGRESS: at 13.35% examples, 730379 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:57:18,394 : INFO : EPOCH 20 - PROGRESS: at 13.72% examples, 730498 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:19,400 : INFO : EPOCH 20 - PROGRESS: at 14.06% examples, 730527 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:20,415 : INFO : EPOCH 20 - PROGRESS: at 14.40% examples, 730682 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:21,421 : INFO : EPOCH 20 - PROGRESS: at 14.78% examples, 731047 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:22,429 : INFO : EPOCH 20 - PROGRESS: at 15.13% examples, 731086 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:23,443 : INFO : EPOCH 20 - PROGRESS: at 15.48% examples, 731255 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:24,448 : INFO : EPOCH 20 - PROGRESS: at 15.84% examples, 731192 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:25,453 : INFO : EPOCH 20 - PROGRESS: at 16.19% examples, 731519 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:26,461 : INFO : EPOCH 20 - PROGRESS: at 16.55% examples, 731487 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:27,466 : INFO : EPOCH 20 - PROGRESS: at 16.93% examples, 731652 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:28,474 : INFO : EPOCH 20 - PROGRESS: at 17.30% examples, 731527 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:57:29,482 : INFO : EPOCH 20 - PROGRESS: at 17.67% examples, 731509 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:30,489 : INFO : EPOCH 20 - PROGRESS: at 18.04% examples, 731565 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:31,493 : INFO : EPOCH 20 - PROGRESS: at 18.42% examples, 731692 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:32,493 : INFO : EPOCH 20 - PROGRESS: at 18.78% examples, 731881 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:33,500 : INFO : EPOCH 20 - PROGRESS: at 19.12% examples, 732192 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:34,508 : INFO : EPOCH 20 - PROGRESS: at 19.47% examples, 732252 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:35,512 : INFO : EPOCH 20 - PROGRESS: at 19.84% examples, 732291 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:36,529 : INFO : EPOCH 20 - PROGRESS: at 20.17% examples, 732483 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:37,549 : INFO : EPOCH 20 - PROGRESS: at 20.54% examples, 732322 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:38,553 : INFO : EPOCH 20 - PROGRESS: at 20.88% examples, 732594 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:39,556 : INFO : EPOCH 20 - PROGRESS: at 21.22% examples, 732810 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:40,572 : INFO : EPOCH 20 - PROGRESS: at 21.58% examples, 732784 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:41,583 : INFO : EPOCH 20 - PROGRESS: at 21.95% examples, 732959 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:42,590 : INFO : EPOCH 20 - PROGRESS: at 22.34% examples, 733133 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:43,590 : INFO : EPOCH 20 - PROGRESS: at 22.71% examples, 733208 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:44,614 : INFO : EPOCH 20 - PROGRESS: at 23.09% examples, 733342 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:45,623 : INFO : EPOCH 20 - PROGRESS: at 23.47% examples, 733329 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:46,624 : INFO : EPOCH 20 - PROGRESS: at 23.83% examples, 733491 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:47,629 : INFO : EPOCH 20 - PROGRESS: at 24.16% examples, 733574 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:48,650 : INFO : EPOCH 20 - PROGRESS: at 24.54% examples, 733706 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:49,670 : INFO : EPOCH 20 - PROGRESS: at 24.90% examples, 733695 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:50,676 : INFO : EPOCH 20 - PROGRESS: at 25.29% examples, 733648 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:57:51,691 : INFO : EPOCH 20 - PROGRESS: at 25.66% examples, 733803 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:57:52,694 : INFO : EPOCH 20 - PROGRESS: at 26.02% examples, 733751 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:53,718 : INFO : EPOCH 20 - PROGRESS: at 26.37% examples, 733827 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:54,725 : INFO : EPOCH 20 - PROGRESS: at 26.73% examples, 733880 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:55,727 : INFO : EPOCH 20 - PROGRESS: at 27.07% examples, 734227 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:56,738 : INFO : EPOCH 20 - PROGRESS: at 27.43% examples, 734176 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:57:57,739 : INFO : EPOCH 20 - PROGRESS: at 27.76% examples, 734269 words/s, in_qsize 6, out_qsize 1
2020-07-24 01:57:58,740 : INFO : EPOCH 20 - PROGRESS: at 28.12% examples, 734360 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:57:59,742 : INFO : EPOCH 20 - PROGRESS: at 28.48% examples, 734319 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:00,742 : INFO : EPOCH 20 - PROGRESS: at 28.83% examples, 734363 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:01,745 : INFO : EPOCH 20 - PROGRESS: at 29.19% examples, 734451 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:02,753 : INFO : EPOCH 20 - PROGRESS: at 29.55% examples, 734514 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:03,758 : INFO : EPOCH 20 - PROGRESS: at 29.90% examples, 734654 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:04,761 : INFO : EPOCH 20 - PROGRESS: at 30.27% examples, 734653 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:05,776 : INFO : EPOCH 20 - PROGRESS: at 30.60% examples, 734745 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:06,783 : INFO : EPOCH 20 - PROGRESS: at 30.98% examples, 734614 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:58:07,785 : INFO : EPOCH 20 - PROGRESS: at 31.37% examples, 734682 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:08,792 : INFO : EPOCH 20 - PROGRESS: at 31.74% examples, 734648 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:09,796 : INFO : EPOCH 20 - PROGRESS: at 32.12% examples, 734649 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:10,801 : INFO : EPOCH 20 - PROGRESS: at 32.48% examples, 734650 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:11,802 : INFO : EPOCH 20 - PROGRESS: at 32.87% examples, 734725 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:12,810 : INFO : EPOCH 20 - PROGRESS: at 33.22% examples, 734794 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:13,812 : INFO : EPOCH 20 - PROGRESS: at 33.58% examples, 734855 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:14,813 : INFO : EPOCH 20 - PROGRESS: at 33.92% examples, 734964 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:15,813 : INFO : EPOCH 20 - PROGRESS: at 34.26% examples, 735020 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:16,835 : INFO : EPOCH 20 - PROGRESS: at 34.62% examples, 735002 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:17,841 : INFO : EPOCH 20 - PROGRESS: at 34.98% examples, 735059 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:18,842 : INFO : EPOCH 20 - PROGRESS: at 35.34% examples, 735172 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:19,854 : INFO : EPOCH 20 - PROGRESS: at 35.66% examples, 735244 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:20,855 : INFO : EPOCH 20 - PROGRESS: at 36.01% examples, 735260 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:21,858 : INFO : EPOCH 20 - PROGRESS: at 36.37% examples, 735307 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:22,861 : INFO : EPOCH 20 - PROGRESS: at 36.75% examples, 735215 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:23,863 : INFO : EPOCH 20 - PROGRESS: at 37.11% examples, 735198 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:24,864 : INFO : EPOCH 20 - PROGRESS: at 37.50% examples, 735256 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:25,873 : INFO : EPOCH 20 - PROGRESS: at 37.84% examples, 735240 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:26,881 : INFO : EPOCH 20 - PROGRESS: at 38.22% examples, 735308 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:58:27,886 : INFO : EPOCH 20 - PROGRESS: at 38.58% examples, 735360 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:28,890 : INFO : EPOCH 20 - PROGRESS: at 38.94% examples, 735410 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:29,892 : INFO : EPOCH 20 - PROGRESS: at 39.29% examples, 735397 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:30,895 : INFO : EPOCH 20 - PROGRESS: at 39.64% examples, 735483 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:31,900 : INFO : EPOCH 20 - PROGRESS: at 39.98% examples, 735573 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:32,906 : INFO : EPOCH 20 - PROGRESS: at 40.31% examples, 735570 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:33,914 : INFO : EPOCH 20 - PROGRESS: at 40.67% examples, 735639 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:34,916 : INFO : EPOCH 20 - PROGRESS: at 41.02% examples, 735723 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:35,925 : INFO : EPOCH 20 - PROGRESS: at 41.36% examples, 735721 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:36,925 : INFO : EPOCH 20 - PROGRESS: at 41.73% examples, 735789 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:37,937 : INFO : EPOCH 20 - PROGRESS: at 42.07% examples, 735809 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:38,941 : INFO : EPOCH 20 - PROGRESS: at 42.44% examples, 735814 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:39,946 : INFO : EPOCH 20 - PROGRESS: at 42.81% examples, 735771 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:40,949 : INFO : EPOCH 20 - PROGRESS: at 43.17% examples, 735778 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:41,952 : INFO : EPOCH 20 - PROGRESS: at 43.54% examples, 735849 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:42,953 : INFO : EPOCH 20 - PROGRESS: at 43.88% examples, 735889 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:43,962 : INFO : EPOCH 20 - PROGRESS: at 44.23% examples, 735895 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:44,965 : INFO : EPOCH 20 - PROGRESS: at 44.62% examples, 735941 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:45,974 : INFO : EPOCH 20 - PROGRESS: at 44.97% examples, 735919 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:46,979 : INFO : EPOCH 20 - PROGRESS: at 45.33% examples, 735904 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:58:47,987 : INFO : EPOCH 20 - PROGRESS: at 45.68% examples, 736015 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:48,998 : INFO : EPOCH 20 - PROGRESS: at 46.03% examples, 736060 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:50,002 : INFO : EPOCH 20 - PROGRESS: at 46.39% examples, 736100 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:51,005 : INFO : EPOCH 20 - PROGRESS: at 46.72% examples, 736093 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:52,013 : INFO : EPOCH 20 - PROGRESS: at 47.08% examples, 736105 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:53,034 : INFO : EPOCH 20 - PROGRESS: at 47.41% examples, 736110 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:54,047 : INFO : EPOCH 20 - PROGRESS: at 47.76% examples, 736146 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:55,068 : INFO : EPOCH 20 - PROGRESS: at 48.12% examples, 736183 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:56,082 : INFO : EPOCH 20 - PROGRESS: at 48.46% examples, 736277 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:57,086 : INFO : EPOCH 20 - PROGRESS: at 48.82% examples, 736295 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:58,086 : INFO : EPOCH 20 - PROGRESS: at 49.19% examples, 736239 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:58:59,089 : INFO : EPOCH 20 - PROGRESS: at 49.55% examples, 736185 words/s, in_qsize 7, out_qsize 1
2020-07-24 01:59:00,104 : INFO : EPOCH 20 - PROGRESS: at 49.90% examples, 736161 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:01,107 : INFO : EPOCH 20 - PROGRESS: at 50.27% examples, 736229 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:02,115 : INFO : EPOCH 20 - PROGRESS: at 50.64% examples, 736232 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:03,123 : INFO : EPOCH 20 - PROGRESS: at 50.97% examples, 736212 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:59:04,137 : INFO : EPOCH 20 - PROGRESS: at 51.32% examples, 736277 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:05,140 : INFO : EPOCH 20 - PROGRESS: at 51.68% examples, 736292 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:06,148 : INFO : EPOCH 20 - PROGRESS: at 52.03% examples, 736304 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:07,155 : INFO : EPOCH 20 - PROGRESS: at 52.38% examples, 736285 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:08,160 : INFO : EPOCH 20 - PROGRESS: at 52.72% examples, 736359 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:09,169 : INFO : EPOCH 20 - PROGRESS: at 53.10% examples, 736387 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:10,171 : INFO : EPOCH 20 - PROGRESS: at 53.43% examples, 736401 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:11,187 : INFO : EPOCH 20 - PROGRESS: at 53.80% examples, 736440 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:12,196 : INFO : EPOCH 20 - PROGRESS: at 54.15% examples, 736452 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:59:13,204 : INFO : EPOCH 20 - PROGRESS: at 54.51% examples, 736440 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:14,206 : INFO : EPOCH 20 - PROGRESS: at 54.82% examples, 736501 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:15,214 : INFO : EPOCH 20 - PROGRESS: at 55.19% examples, 736513 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:16,215 : INFO : EPOCH 20 - PROGRESS: at 55.50% examples, 736584 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:17,222 : INFO : EPOCH 20 - PROGRESS: at 55.86% examples, 736549 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:18,223 : INFO : EPOCH 20 - PROGRESS: at 56.21% examples, 736618 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:19,227 : INFO : EPOCH 20 - PROGRESS: at 56.56% examples, 736591 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:20,239 : INFO : EPOCH 20 - PROGRESS: at 56.93% examples, 736538 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:21,241 : INFO : EPOCH 20 - PROGRESS: at 57.31% examples, 736495 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:22,249 : INFO : EPOCH 20 - PROGRESS: at 57.68% examples, 736492 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:23,252 : INFO : EPOCH 20 - PROGRESS: at 58.05% examples, 736486 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:24,258 : INFO : EPOCH 20 - PROGRESS: at 58.42% examples, 736468 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:59:25,272 : INFO : EPOCH 20 - PROGRESS: at 58.77% examples, 736449 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:26,285 : INFO : EPOCH 20 - PROGRESS: at 59.11% examples, 736487 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:27,285 : INFO : EPOCH 20 - PROGRESS: at 59.44% examples, 736497 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:28,287 : INFO : EPOCH 20 - PROGRESS: at 59.79% examples, 736500 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:29,298 : INFO : EPOCH 20 - PROGRESS: at 60.14% examples, 736527 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:30,302 : INFO : EPOCH 20 - PROGRESS: at 60.53% examples, 736471 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:31,314 : INFO : EPOCH 20 - PROGRESS: at 60.91% examples, 736468 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:32,317 : INFO : EPOCH 20 - PROGRESS: at 61.27% examples, 736468 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:33,319 : INFO : EPOCH 20 - PROGRESS: at 61.62% examples, 736507 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:34,329 : INFO : EPOCH 20 - PROGRESS: at 61.97% examples, 736496 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:35,336 : INFO : EPOCH 20 - PROGRESS: at 62.35% examples, 736515 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:59:36,340 : INFO : EPOCH 20 - PROGRESS: at 62.71% examples, 736594 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:37,355 : INFO : EPOCH 20 - PROGRESS: at 63.07% examples, 736584 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:38,359 : INFO : EPOCH 20 - PROGRESS: at 63.44% examples, 736494 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:39,368 : INFO : EPOCH 20 - PROGRESS: at 63.79% examples, 736332 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:40,372 : INFO : EPOCH 20 - PROGRESS: at 64.11% examples, 736188 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:41,380 : INFO : EPOCH 20 - PROGRESS: at 64.38% examples, 735804 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:42,384 : INFO : EPOCH 20 - PROGRESS: at 64.71% examples, 735317 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:43,387 : INFO : EPOCH 20 - PROGRESS: at 65.08% examples, 735298 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:44,404 : INFO : EPOCH 20 - PROGRESS: at 65.44% examples, 735308 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:45,410 : INFO : EPOCH 20 - PROGRESS: at 65.78% examples, 735370 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:59:46,427 : INFO : EPOCH 20 - PROGRESS: at 66.16% examples, 735349 words/s, in_qsize 8, out_qsize 0
2020-07-24 01:59:47,427 : INFO : EPOCH 20 - PROGRESS: at 66.52% examples, 735328 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:48,429 : INFO : EPOCH 20 - PROGRESS: at 66.90% examples, 735295 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:49,436 : INFO : EPOCH 20 - PROGRESS: at 67.24% examples, 735299 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:50,444 : INFO : EPOCH 20 - PROGRESS: at 67.59% examples, 735321 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:51,446 : INFO : EPOCH 20 - PROGRESS: at 67.97% examples, 735332 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:52,448 : INFO : EPOCH 20 - PROGRESS: at 68.31% examples, 735296 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:53,455 : INFO : EPOCH 20 - PROGRESS: at 68.69% examples, 735299 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:54,457 : INFO : EPOCH 20 - PROGRESS: at 69.09% examples, 735293 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:55,472 : INFO : EPOCH 20 - PROGRESS: at 69.41% examples, 735319 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:56,482 : INFO : EPOCH 20 - PROGRESS: at 69.77% examples, 735351 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:57,499 : INFO : EPOCH 20 - PROGRESS: at 70.17% examples, 735324 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:58,514 : INFO : EPOCH 20 - PROGRESS: at 70.55% examples, 735293 words/s, in_qsize 7, out_qsize 0
2020-07-24 01:59:59,518 : INFO : EPOCH 20 - PROGRESS: at 70.92% examples, 735348 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:00,518 : INFO : EPOCH 20 - PROGRESS: at 71.28% examples, 735372 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:01,530 : INFO : EPOCH 20 - PROGRESS: at 71.67% examples, 735331 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:02,541 : INFO : EPOCH 20 - PROGRESS: at 72.05% examples, 735301 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:03,557 : INFO : EPOCH 20 - PROGRESS: at 72.42% examples, 735349 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:04,566 : INFO : EPOCH 20 - PROGRESS: at 72.78% examples, 735353 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:00:05,568 : INFO : EPOCH 20 - PROGRESS: at 73.14% examples, 735369 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:06,570 : INFO : EPOCH 20 - PROGRESS: at 73.49% examples, 735333 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:07,573 : INFO : EPOCH 20 - PROGRESS: at 73.83% examples, 735345 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:00:08,582 : INFO : EPOCH 20 - PROGRESS: at 74.20% examples, 735374 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:09,583 : INFO : EPOCH 20 - PROGRESS: at 74.56% examples, 735353 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:10,592 : INFO : EPOCH 20 - PROGRESS: at 74.92% examples, 735370 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:11,598 : INFO : EPOCH 20 - PROGRESS: at 75.29% examples, 735381 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:12,605 : INFO : EPOCH 20 - PROGRESS: at 75.64% examples, 735340 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:13,621 : INFO : EPOCH 20 - PROGRESS: at 76.02% examples, 735314 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:14,625 : INFO : EPOCH 20 - PROGRESS: at 76.41% examples, 735317 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:15,628 : INFO : EPOCH 20 - PROGRESS: at 76.76% examples, 735357 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:16,631 : INFO : EPOCH 20 - PROGRESS: at 77.13% examples, 735404 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:17,637 : INFO : EPOCH 20 - PROGRESS: at 77.49% examples, 735386 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:18,640 : INFO : EPOCH 20 - PROGRESS: at 77.85% examples, 735387 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:19,641 : INFO : EPOCH 20 - PROGRESS: at 78.19% examples, 735425 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:20,651 : INFO : EPOCH 20 - PROGRESS: at 78.52% examples, 735417 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:21,655 : INFO : EPOCH 20 - PROGRESS: at 78.88% examples, 735478 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:22,669 : INFO : EPOCH 20 - PROGRESS: at 79.23% examples, 735505 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:23,673 : INFO : EPOCH 20 - PROGRESS: at 79.60% examples, 735406 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:00:24,689 : INFO : EPOCH 20 - PROGRESS: at 79.96% examples, 735433 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:25,701 : INFO : EPOCH 20 - PROGRESS: at 80.32% examples, 735475 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:00:26,706 : INFO : EPOCH 20 - PROGRESS: at 80.68% examples, 735485 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:27,713 : INFO : EPOCH 20 - PROGRESS: at 81.03% examples, 735480 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:28,718 : INFO : EPOCH 20 - PROGRESS: at 81.37% examples, 735477 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:29,721 : INFO : EPOCH 20 - PROGRESS: at 81.72% examples, 735482 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:30,722 : INFO : EPOCH 20 - PROGRESS: at 82.10% examples, 735481 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:31,724 : INFO : EPOCH 20 - PROGRESS: at 82.46% examples, 735444 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:00:32,733 : INFO : EPOCH 20 - PROGRESS: at 82.82% examples, 735430 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:33,749 : INFO : EPOCH 20 - PROGRESS: at 83.18% examples, 735460 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:34,753 : INFO : EPOCH 20 - PROGRESS: at 83.54% examples, 735452 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:35,758 : INFO : EPOCH 20 - PROGRESS: at 83.90% examples, 735483 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:36,768 : INFO : EPOCH 20 - PROGRESS: at 84.27% examples, 735435 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:37,789 : INFO : EPOCH 20 - PROGRESS: at 84.65% examples, 735462 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:38,795 : INFO : EPOCH 20 - PROGRESS: at 85.01% examples, 735498 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:39,807 : INFO : EPOCH 20 - PROGRESS: at 85.36% examples, 735489 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:40,813 : INFO : EPOCH 20 - PROGRESS: at 85.72% examples, 735464 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:41,822 : INFO : EPOCH 20 - PROGRESS: at 86.10% examples, 735455 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:42,825 : INFO : EPOCH 20 - PROGRESS: at 86.46% examples, 735455 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:43,827 : INFO : EPOCH 20 - PROGRESS: at 86.83% examples, 735491 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:44,833 : INFO : EPOCH 20 - PROGRESS: at 87.20% examples, 735491 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:00:45,842 : INFO : EPOCH 20 - PROGRESS: at 87.55% examples, 735527 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:46,857 : INFO : EPOCH 20 - PROGRESS: at 87.90% examples, 735563 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:47,858 : INFO : EPOCH 20 - PROGRESS: at 88.24% examples, 735620 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:48,881 : INFO : EPOCH 20 - PROGRESS: at 88.62% examples, 735609 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:49,891 : INFO : EPOCH 20 - PROGRESS: at 88.95% examples, 735666 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:50,908 : INFO : EPOCH 20 - PROGRESS: at 89.30% examples, 735692 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:51,908 : INFO : EPOCH 20 - PROGRESS: at 89.68% examples, 735676 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:52,908 : INFO : EPOCH 20 - PROGRESS: at 90.01% examples, 735729 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:53,912 : INFO : EPOCH 20 - PROGRESS: at 90.34% examples, 735779 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:54,912 : INFO : EPOCH 20 - PROGRESS: at 90.71% examples, 735803 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:55,924 : INFO : EPOCH 20 - PROGRESS: at 91.09% examples, 735765 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:56,931 : INFO : EPOCH 20 - PROGRESS: at 91.45% examples, 735769 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:57,944 : INFO : EPOCH 20 - PROGRESS: at 91.84% examples, 735771 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:58,945 : INFO : EPOCH 20 - PROGRESS: at 92.21% examples, 735799 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:00:59,959 : INFO : EPOCH 20 - PROGRESS: at 92.54% examples, 735818 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:00,961 : INFO : EPOCH 20 - PROGRESS: at 92.86% examples, 735808 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:01,963 : INFO : EPOCH 20 - PROGRESS: at 93.23% examples, 735797 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:02,975 : INFO : EPOCH 20 - PROGRESS: at 93.59% examples, 735812 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:03,979 : INFO : EPOCH 20 - PROGRESS: at 93.94% examples, 735812 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:01:04,979 : INFO : EPOCH 20 - PROGRESS: at 94.28% examples, 735816 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:05,981 : INFO : EPOCH 20 - PROGRESS: at 94.66% examples, 735815 words/s, in_qsize 8, out_qsize 1
2020-07-24 02:01:06,982 : INFO : EPOCH 20 - PROGRESS: at 95.03% examples, 735825 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:07,988 : INFO : EPOCH 20 - PROGRESS: at 95.38% examples, 735803 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:09,001 : INFO : EPOCH 20 - PROGRESS: at 95.72% examples, 735802 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:01:10,005 : INFO : EPOCH 20 - PROGRESS: at 96.05% examples, 735836 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:11,009 : INFO : EPOCH 20 - PROGRESS: at 96.41% examples, 735873 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:12,015 : INFO : EPOCH 20 - PROGRESS: at 96.76% examples, 735841 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:13,024 : INFO : EPOCH 20 - PROGRESS: at 97.12% examples, 735840 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:14,026 : INFO : EPOCH 20 - PROGRESS: at 97.49% examples, 735857 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:15,040 : INFO : EPOCH 20 - PROGRESS: at 97.85% examples, 735802 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:16,056 : INFO : EPOCH 20 - PROGRESS: at 98.22% examples, 735835 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:17,064 : INFO : EPOCH 20 - PROGRESS: at 98.56% examples, 735864 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:18,074 : INFO : EPOCH 20 - PROGRESS: at 98.90% examples, 735872 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:01:19,097 : INFO : EPOCH 20 - PROGRESS: at 99.26% examples, 735896 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:20,099 : INFO : EPOCH 20 - PROGRESS: at 99.59% examples, 735905 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:01:21,102 : INFO : EPOCH 20 - PROGRESS: at 99.95% examples, 735872 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:01:21,196 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 02:01:21,202 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 02:01:21,215 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 02:01:21,225 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 02:01:21,226 : INFO : EPOCH - 20 : training on 266955784 raw words (207600051 effective words) took 282.1s, 735886 effective words/s
2020-07-24 02:01:21,227 : INFO : training on a 5339115680 raw words (4151861687 effective words) took 5739.2s, 723417 effective words/s
2020-07-24 02:01:21,227 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[4]-1595556081.227654].model, separately None
2020-07-24 02:01:21,228 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[4]-1595556081.227654].model.trainables.syn1neg.npy
2020-07-24 02:01:21,551 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[4]-1595556081.227654].model.wv.vectors.npy
2020-07-24 02:01:21,875 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[4]-1595556081.227654].model.docvecs.vectors_docs.npy
2020-07-24 02:01:23,027 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[4]-1595556081.227654].model
2020-07-24 02:01:23,028 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[4]-1595556081.227654].model
2020-07-24 02:23:02,159 : INFO : collecting all words and their counts
2020-07-24 02:23:02,182 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-24 02:23:03,693 : INFO : PROGRESS: at example #10000, processed 6792705 words (4531158/s), 33518 word types, 454451 tags
2020-07-24 02:23:05,169 : INFO : PROGRESS: at example #20000, processed 13514702 words (4559011/s), 35474 word types, 454451 tags
2020-07-24 02:23:06,641 : INFO : PROGRESS: at example #30000, processed 20222167 words (4559110/s), 37461 word types, 454451 tags
2020-07-24 02:23:08,138 : INFO : PROGRESS: at example #40000, processed 26937688 words (4489176/s), 39156 word types, 454451 tags
2020-07-24 02:23:09,571 : INFO : PROGRESS: at example #50000, processed 33384241 words (4501551/s), 41082 word types, 454451 tags
2020-07-24 02:23:11,058 : INFO : PROGRESS: at example #60000, processed 40069075 words (4498134/s), 42501 word types, 454451 tags
2020-07-24 02:23:12,568 : INFO : PROGRESS: at example #70000, processed 46769170 words (4440447/s), 43696 word types, 454451 tags
2020-07-24 02:23:14,013 : INFO : PROGRESS: at example #80000, processed 53305209 words (4527862/s), 45204 word types, 454451 tags
2020-07-24 02:23:15,500 : INFO : PROGRESS: at example #90000, processed 60014060 words (4514909/s), 46826 word types, 454451 tags
2020-07-24 02:23:16,923 : INFO : PROGRESS: at example #100000, processed 66415743 words (4500461/s), 48244 word types, 454451 tags
2020-07-24 02:23:18,398 : INFO : PROGRESS: at example #110000, processed 73056395 words (4506923/s), 49923 word types, 454451 tags
2020-07-24 02:23:19,891 : INFO : PROGRESS: at example #120000, processed 79798911 words (4517879/s), 51810 word types, 454451 tags
2020-07-24 02:23:21,322 : INFO : PROGRESS: at example #130000, processed 86220351 words (4490229/s), 53494 word types, 454451 tags
2020-07-24 02:23:22,796 : INFO : PROGRESS: at example #140000, processed 92857015 words (4505676/s), 55766 word types, 454451 tags
2020-07-24 02:23:24,275 : INFO : PROGRESS: at example #150000, processed 99480212 words (4480782/s), 56856 word types, 454451 tags
2020-07-24 02:23:25,742 : INFO : PROGRESS: at example #160000, processed 106048556 words (4478362/s), 58222 word types, 454451 tags
2020-07-24 02:23:27,210 : INFO : PROGRESS: at example #170000, processed 112598853 words (4467434/s), 60780 word types, 454451 tags
2020-07-24 02:23:28,649 : INFO : PROGRESS: at example #180000, processed 119048652 words (4484409/s), 62180 word types, 454451 tags
2020-07-24 02:23:30,144 : INFO : PROGRESS: at example #190000, processed 125747954 words (4482659/s), 63560 word types, 454451 tags
2020-07-24 02:23:31,659 : INFO : PROGRESS: at example #200000, processed 132541419 words (4487742/s), 64758 word types, 454451 tags
2020-07-24 02:23:33,162 : INFO : PROGRESS: at example #210000, processed 139279588 words (4485837/s), 67929 word types, 454451 tags
2020-07-24 02:23:34,651 : INFO : PROGRESS: at example #220000, processed 145940860 words (4477687/s), 68947 word types, 454451 tags
2020-07-24 02:23:36,111 : INFO : PROGRESS: at example #230000, processed 152483619 words (4484544/s), 70505 word types, 454451 tags
2020-07-24 02:23:37,550 : INFO : PROGRESS: at example #240000, processed 158928960 words (4482746/s), 71732 word types, 454451 tags
2020-07-24 02:23:39,070 : INFO : PROGRESS: at example #250000, processed 165671850 words (4438779/s), 74061 word types, 454451 tags
2020-07-24 02:23:40,685 : INFO : PROGRESS: at example #260000, processed 172501138 words (4229788/s), 75141 word types, 454451 tags
2020-07-24 02:23:42,195 : INFO : PROGRESS: at example #270000, processed 179099051 words (4372790/s), 76369 word types, 454451 tags
2020-07-24 02:23:43,677 : INFO : PROGRESS: at example #280000, processed 185736920 words (4482396/s), 77849 word types, 454451 tags
2020-07-24 02:23:45,159 : INFO : PROGRESS: at example #290000, processed 192370461 words (4480841/s), 79144 word types, 454451 tags
2020-07-24 02:23:46,635 : INFO : PROGRESS: at example #300000, processed 198963888 words (4468866/s), 83083 word types, 454451 tags
2020-07-24 02:23:48,149 : INFO : PROGRESS: at example #310000, processed 205755186 words (4487429/s), 85001 word types, 454451 tags
2020-07-24 02:23:49,616 : INFO : PROGRESS: at example #320000, processed 212307955 words (4471047/s), 86207 word types, 454451 tags
2020-07-24 02:23:51,077 : INFO : PROGRESS: at example #330000, processed 218862128 words (4489048/s), 87035 word types, 454451 tags
2020-07-24 02:23:52,559 : INFO : PROGRESS: at example #340000, processed 225435099 words (4438118/s), 88689 word types, 454451 tags
2020-07-24 02:23:54,115 : INFO : PROGRESS: at example #350000, processed 232340595 words (4441397/s), 89988 word types, 454451 tags
2020-07-24 02:23:55,642 : INFO : PROGRESS: at example #360000, processed 239088063 words (4421864/s), 91221 word types, 454451 tags
2020-07-24 02:23:57,132 : INFO : PROGRESS: at example #370000, processed 245676487 words (4424031/s), 92313 word types, 454451 tags
2020-07-24 02:23:58,626 : INFO : PROGRESS: at example #380000, processed 252310949 words (4443497/s), 93741 word types, 454451 tags
2020-07-24 02:24:00,125 : INFO : PROGRESS: at example #390000, processed 258937649 words (4425238/s), 95174 word types, 454451 tags
2020-07-24 02:24:01,632 : INFO : collected 96541 word types and 454451 unique tags from a corpus of 400000 examples and 265612569 words
2020-07-24 02:24:01,633 : INFO : Updating model with new vocabulary
2020-07-24 02:24:01,822 : INFO : New added 96541 unique words (50% of original 193082) and increased the count of 96541 pre-existing words (50% of original 193082)
2020-07-24 02:24:02,422 : INFO : deleting the raw counts dictionary of 96541 items
2020-07-24 02:24:02,427 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-24 02:24:02,428 : INFO : downsampling leaves estimated 419852989 word corpus (158.1% of prior 265612569)
2020-07-24 02:24:03,037 : INFO : estimated required memory for 193082 words and 500 dimensions: 1777771000 bytes
2020-07-24 02:24:03,038 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-24 02:24:12,965 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-24 02:24:12,966 : INFO : training model with 4 workers on 361407 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-24 02:24:13,987 : INFO : EPOCH 1 - PROGRESS: at 0.31% examples, 653672 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:24:15,002 : INFO : EPOCH 1 - PROGRESS: at 0.67% examples, 682589 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:16,015 : INFO : EPOCH 1 - PROGRESS: at 1.02% examples, 697453 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:17,015 : INFO : EPOCH 1 - PROGRESS: at 1.36% examples, 705467 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:24:18,019 : INFO : EPOCH 1 - PROGRESS: at 1.72% examples, 709477 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:19,027 : INFO : EPOCH 1 - PROGRESS: at 2.07% examples, 710222 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:20,028 : INFO : EPOCH 1 - PROGRESS: at 2.40% examples, 714771 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:21,049 : INFO : EPOCH 1 - PROGRESS: at 2.75% examples, 717006 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:22,068 : INFO : EPOCH 1 - PROGRESS: at 3.09% examples, 718134 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:24:23,070 : INFO : EPOCH 1 - PROGRESS: at 3.45% examples, 720066 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:24,095 : INFO : EPOCH 1 - PROGRESS: at 3.82% examples, 719836 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:25,097 : INFO : EPOCH 1 - PROGRESS: at 4.15% examples, 720978 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:26,102 : INFO : EPOCH 1 - PROGRESS: at 4.49% examples, 721434 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:27,106 : INFO : EPOCH 1 - PROGRESS: at 4.85% examples, 721894 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:24:28,109 : INFO : EPOCH 1 - PROGRESS: at 5.22% examples, 722093 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:29,111 : INFO : EPOCH 1 - PROGRESS: at 5.57% examples, 721687 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:30,121 : INFO : EPOCH 1 - PROGRESS: at 5.91% examples, 721998 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:31,136 : INFO : EPOCH 1 - PROGRESS: at 6.26% examples, 722256 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:32,142 : INFO : EPOCH 1 - PROGRESS: at 6.61% examples, 722498 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:33,142 : INFO : EPOCH 1 - PROGRESS: at 6.97% examples, 723477 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:34,142 : INFO : EPOCH 1 - PROGRESS: at 7.33% examples, 723938 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:35,144 : INFO : EPOCH 1 - PROGRESS: at 7.66% examples, 724492 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:36,147 : INFO : EPOCH 1 - PROGRESS: at 7.99% examples, 724395 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:37,158 : INFO : EPOCH 1 - PROGRESS: at 8.34% examples, 724271 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:24:38,160 : INFO : EPOCH 1 - PROGRESS: at 8.71% examples, 724357 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:39,167 : INFO : EPOCH 1 - PROGRESS: at 9.07% examples, 724373 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:40,184 : INFO : EPOCH 1 - PROGRESS: at 9.44% examples, 724074 words/s, in_qsize 7, out_qsize 1
2020-07-24 02:24:41,185 : INFO : EPOCH 1 - PROGRESS: at 9.75% examples, 722293 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:42,188 : INFO : EPOCH 1 - PROGRESS: at 10.05% examples, 720311 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:43,193 : INFO : EPOCH 1 - PROGRESS: at 10.39% examples, 718216 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:44,197 : INFO : EPOCH 1 - PROGRESS: at 10.73% examples, 716538 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:45,206 : INFO : EPOCH 1 - PROGRESS: at 11.05% examples, 714801 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:46,215 : INFO : EPOCH 1 - PROGRESS: at 11.38% examples, 713115 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:47,218 : INFO : EPOCH 1 - PROGRESS: at 11.71% examples, 711535 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:48,226 : INFO : EPOCH 1 - PROGRESS: at 12.03% examples, 709976 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:49,228 : INFO : EPOCH 1 - PROGRESS: at 12.36% examples, 708967 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:50,230 : INFO : EPOCH 1 - PROGRESS: at 12.69% examples, 707687 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:51,237 : INFO : EPOCH 1 - PROGRESS: at 13.01% examples, 706558 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:52,257 : INFO : EPOCH 1 - PROGRESS: at 13.33% examples, 705155 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:24:53,273 : INFO : EPOCH 1 - PROGRESS: at 13.66% examples, 704076 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:54,285 : INFO : EPOCH 1 - PROGRESS: at 13.99% examples, 703322 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:55,307 : INFO : EPOCH 1 - PROGRESS: at 14.31% examples, 702291 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:56,316 : INFO : EPOCH 1 - PROGRESS: at 14.65% examples, 701223 words/s, in_qsize 8, out_qsize 1
2020-07-24 02:24:57,316 : INFO : EPOCH 1 - PROGRESS: at 14.97% examples, 700452 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:58,319 : INFO : EPOCH 1 - PROGRESS: at 15.28% examples, 699699 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:24:59,334 : INFO : EPOCH 1 - PROGRESS: at 15.60% examples, 698712 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:00,336 : INFO : EPOCH 1 - PROGRESS: at 15.93% examples, 697847 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:01,337 : INFO : EPOCH 1 - PROGRESS: at 16.25% examples, 696766 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:02,340 : INFO : EPOCH 1 - PROGRESS: at 16.58% examples, 696386 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:25:03,349 : INFO : EPOCH 1 - PROGRESS: at 16.88% examples, 695647 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:25:04,356 : INFO : EPOCH 1 - PROGRESS: at 17.20% examples, 694839 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:05,359 : INFO : EPOCH 1 - PROGRESS: at 17.51% examples, 694384 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:06,368 : INFO : EPOCH 1 - PROGRESS: at 17.84% examples, 693648 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:07,382 : INFO : EPOCH 1 - PROGRESS: at 18.17% examples, 693150 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:25:08,400 : INFO : EPOCH 1 - PROGRESS: at 18.51% examples, 692401 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:09,402 : INFO : EPOCH 1 - PROGRESS: at 18.82% examples, 691923 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:10,420 : INFO : EPOCH 1 - PROGRESS: at 19.14% examples, 691246 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:11,422 : INFO : EPOCH 1 - PROGRESS: at 19.46% examples, 690943 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:12,431 : INFO : EPOCH 1 - PROGRESS: at 19.78% examples, 690337 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:13,431 : INFO : EPOCH 1 - PROGRESS: at 20.11% examples, 689802 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:14,435 : INFO : EPOCH 1 - PROGRESS: at 20.43% examples, 689255 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:15,443 : INFO : EPOCH 1 - PROGRESS: at 20.74% examples, 688779 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:16,445 : INFO : EPOCH 1 - PROGRESS: at 21.03% examples, 688382 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:25:17,456 : INFO : EPOCH 1 - PROGRESS: at 21.35% examples, 687906 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:25:18,460 : INFO : EPOCH 1 - PROGRESS: at 21.68% examples, 687442 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:19,478 : INFO : EPOCH 1 - PROGRESS: at 22.02% examples, 686930 words/s, in_qsize 7, out_qsize 1
2020-07-24 02:25:20,501 : INFO : EPOCH 1 - PROGRESS: at 22.33% examples, 686482 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:21,519 : INFO : EPOCH 1 - PROGRESS: at 22.65% examples, 686105 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:22,520 : INFO : EPOCH 1 - PROGRESS: at 22.98% examples, 685869 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:23,537 : INFO : EPOCH 1 - PROGRESS: at 23.30% examples, 685455 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:24,549 : INFO : EPOCH 1 - PROGRESS: at 23.65% examples, 685185 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:25,562 : INFO : EPOCH 1 - PROGRESS: at 23.98% examples, 684769 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:26,567 : INFO : EPOCH 1 - PROGRESS: at 24.30% examples, 684362 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:27,570 : INFO : EPOCH 1 - PROGRESS: at 24.64% examples, 684003 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:28,582 : INFO : EPOCH 1 - PROGRESS: at 24.96% examples, 683574 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:25:29,590 : INFO : EPOCH 1 - PROGRESS: at 25.29% examples, 683201 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:30,594 : INFO : EPOCH 1 - PROGRESS: at 25.61% examples, 683068 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:31,612 : INFO : EPOCH 1 - PROGRESS: at 25.93% examples, 682837 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:32,618 : INFO : EPOCH 1 - PROGRESS: at 26.24% examples, 682553 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:33,627 : INFO : EPOCH 1 - PROGRESS: at 26.56% examples, 682310 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:34,647 : INFO : EPOCH 1 - PROGRESS: at 26.90% examples, 682006 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:25:35,659 : INFO : EPOCH 1 - PROGRESS: at 27.23% examples, 681794 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:36,673 : INFO : EPOCH 1 - PROGRESS: at 27.54% examples, 681634 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:37,674 : INFO : EPOCH 1 - PROGRESS: at 27.86% examples, 681477 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:25:38,675 : INFO : EPOCH 1 - PROGRESS: at 28.20% examples, 681124 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:39,680 : INFO : EPOCH 1 - PROGRESS: at 28.48% examples, 681108 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:25:40,682 : INFO : EPOCH 1 - PROGRESS: at 28.81% examples, 680822 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:25:41,700 : INFO : EPOCH 1 - PROGRESS: at 29.14% examples, 680642 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:42,708 : INFO : EPOCH 1 - PROGRESS: at 29.46% examples, 680487 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:25:43,722 : INFO : EPOCH 1 - PROGRESS: at 29.77% examples, 680250 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:44,737 : INFO : EPOCH 1 - PROGRESS: at 30.11% examples, 679986 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:45,746 : INFO : EPOCH 1 - PROGRESS: at 30.44% examples, 679861 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:46,751 : INFO : EPOCH 1 - PROGRESS: at 30.76% examples, 679676 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:47,760 : INFO : EPOCH 1 - PROGRESS: at 31.07% examples, 679354 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:48,765 : INFO : EPOCH 1 - PROGRESS: at 31.39% examples, 679193 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:49,774 : INFO : EPOCH 1 - PROGRESS: at 31.73% examples, 678982 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:25:50,782 : INFO : EPOCH 1 - PROGRESS: at 32.07% examples, 678732 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:51,788 : INFO : EPOCH 1 - PROGRESS: at 32.42% examples, 678570 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:52,795 : INFO : EPOCH 1 - PROGRESS: at 32.76% examples, 678437 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:25:53,800 : INFO : EPOCH 1 - PROGRESS: at 33.07% examples, 678217 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:54,806 : INFO : EPOCH 1 - PROGRESS: at 33.39% examples, 678137 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:55,812 : INFO : EPOCH 1 - PROGRESS: at 33.72% examples, 678003 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:56,818 : INFO : EPOCH 1 - PROGRESS: at 34.04% examples, 677909 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:57,824 : INFO : EPOCH 1 - PROGRESS: at 34.36% examples, 677734 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:58,836 : INFO : EPOCH 1 - PROGRESS: at 34.69% examples, 677582 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:25:59,840 : INFO : EPOCH 1 - PROGRESS: at 35.01% examples, 677459 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:00,847 : INFO : EPOCH 1 - PROGRESS: at 35.32% examples, 677242 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:01,858 : INFO : EPOCH 1 - PROGRESS: at 35.65% examples, 677027 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:02,859 : INFO : EPOCH 1 - PROGRESS: at 35.97% examples, 676961 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:03,882 : INFO : EPOCH 1 - PROGRESS: at 36.28% examples, 676717 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:04,896 : INFO : EPOCH 1 - PROGRESS: at 36.65% examples, 676482 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:05,903 : INFO : EPOCH 1 - PROGRESS: at 36.97% examples, 676267 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:06,929 : INFO : EPOCH 1 - PROGRESS: at 37.29% examples, 676202 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:07,931 : INFO : EPOCH 1 - PROGRESS: at 37.59% examples, 676179 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:08,950 : INFO : EPOCH 1 - PROGRESS: at 37.92% examples, 675890 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:26:09,950 : INFO : EPOCH 1 - PROGRESS: at 38.24% examples, 675849 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:10,961 : INFO : EPOCH 1 - PROGRESS: at 38.56% examples, 675693 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:11,963 : INFO : EPOCH 1 - PROGRESS: at 38.88% examples, 675638 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:12,969 : INFO : EPOCH 1 - PROGRESS: at 39.19% examples, 675430 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:13,971 : INFO : EPOCH 1 - PROGRESS: at 39.53% examples, 675309 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:14,971 : INFO : EPOCH 1 - PROGRESS: at 39.84% examples, 675180 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:15,984 : INFO : EPOCH 1 - PROGRESS: at 40.17% examples, 674956 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:16,985 : INFO : EPOCH 1 - PROGRESS: at 40.50% examples, 674937 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:18,001 : INFO : EPOCH 1 - PROGRESS: at 40.80% examples, 674804 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:19,010 : INFO : EPOCH 1 - PROGRESS: at 41.12% examples, 674668 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:20,024 : INFO : EPOCH 1 - PROGRESS: at 41.44% examples, 674259 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:21,038 : INFO : EPOCH 1 - PROGRESS: at 41.76% examples, 673960 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:22,045 : INFO : EPOCH 1 - PROGRESS: at 42.06% examples, 673386 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:26:23,061 : INFO : EPOCH 1 - PROGRESS: at 42.38% examples, 672956 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:26:24,078 : INFO : EPOCH 1 - PROGRESS: at 42.73% examples, 673322 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:25,100 : INFO : EPOCH 1 - PROGRESS: at 43.09% examples, 673723 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:26,109 : INFO : EPOCH 1 - PROGRESS: at 43.46% examples, 674176 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:27,122 : INFO : EPOCH 1 - PROGRESS: at 43.83% examples, 674530 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:28,136 : INFO : EPOCH 1 - PROGRESS: at 44.17% examples, 674954 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:29,137 : INFO : EPOCH 1 - PROGRESS: at 44.54% examples, 675294 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:30,139 : INFO : EPOCH 1 - PROGRESS: at 44.89% examples, 675629 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:26:31,141 : INFO : EPOCH 1 - PROGRESS: at 45.24% examples, 676003 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:32,148 : INFO : EPOCH 1 - PROGRESS: at 45.58% examples, 676367 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:33,149 : INFO : EPOCH 1 - PROGRESS: at 45.92% examples, 676784 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:26:34,151 : INFO : EPOCH 1 - PROGRESS: at 46.29% examples, 677158 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:35,168 : INFO : EPOCH 1 - PROGRESS: at 46.66% examples, 677441 words/s, in_qsize 7, out_qsize 1
2020-07-24 02:26:36,173 : INFO : EPOCH 1 - PROGRESS: at 46.98% examples, 677815 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:37,182 : INFO : EPOCH 1 - PROGRESS: at 47.35% examples, 678099 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:38,185 : INFO : EPOCH 1 - PROGRESS: at 47.70% examples, 678466 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:39,195 : INFO : EPOCH 1 - PROGRESS: at 48.06% examples, 678770 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:40,197 : INFO : EPOCH 1 - PROGRESS: at 48.38% examples, 679144 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:41,207 : INFO : EPOCH 1 - PROGRESS: at 48.75% examples, 679385 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:42,210 : INFO : EPOCH 1 - PROGRESS: at 49.07% examples, 679798 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:43,212 : INFO : EPOCH 1 - PROGRESS: at 49.43% examples, 680158 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:44,232 : INFO : EPOCH 1 - PROGRESS: at 49.78% examples, 680494 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:45,233 : INFO : EPOCH 1 - PROGRESS: at 50.13% examples, 680862 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:46,245 : INFO : EPOCH 1 - PROGRESS: at 50.50% examples, 681085 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:26:47,251 : INFO : EPOCH 1 - PROGRESS: at 50.84% examples, 681459 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:48,268 : INFO : EPOCH 1 - PROGRESS: at 51.19% examples, 681690 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:49,275 : INFO : EPOCH 1 - PROGRESS: at 51.57% examples, 682094 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:50,278 : INFO : EPOCH 1 - PROGRESS: at 51.89% examples, 682322 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:26:51,292 : INFO : EPOCH 1 - PROGRESS: at 52.23% examples, 682572 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:52,312 : INFO : EPOCH 1 - PROGRESS: at 52.60% examples, 682856 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:53,315 : INFO : EPOCH 1 - PROGRESS: at 52.95% examples, 683205 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:54,320 : INFO : EPOCH 1 - PROGRESS: at 53.32% examples, 683429 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:55,327 : INFO : EPOCH 1 - PROGRESS: at 53.65% examples, 683728 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:26:56,344 : INFO : EPOCH 1 - PROGRESS: at 53.99% examples, 683968 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:57,350 : INFO : EPOCH 1 - PROGRESS: at 54.35% examples, 684247 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:58,362 : INFO : EPOCH 1 - PROGRESS: at 54.72% examples, 684434 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:26:59,366 : INFO : EPOCH 1 - PROGRESS: at 55.08% examples, 684755 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:00,376 : INFO : EPOCH 1 - PROGRESS: at 55.42% examples, 685013 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:01,380 : INFO : EPOCH 1 - PROGRESS: at 55.77% examples, 685247 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:02,385 : INFO : EPOCH 1 - PROGRESS: at 56.12% examples, 685456 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:03,393 : INFO : EPOCH 1 - PROGRESS: at 56.48% examples, 685727 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:04,399 : INFO : EPOCH 1 - PROGRESS: at 56.84% examples, 685984 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:05,408 : INFO : EPOCH 1 - PROGRESS: at 57.21% examples, 686220 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:06,413 : INFO : EPOCH 1 - PROGRESS: at 57.57% examples, 686408 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:07,414 : INFO : EPOCH 1 - PROGRESS: at 57.92% examples, 686672 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:08,421 : INFO : EPOCH 1 - PROGRESS: at 58.29% examples, 686858 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:09,421 : INFO : EPOCH 1 - PROGRESS: at 58.65% examples, 687075 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:27:10,424 : INFO : EPOCH 1 - PROGRESS: at 59.01% examples, 687319 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:11,434 : INFO : EPOCH 1 - PROGRESS: at 59.39% examples, 687475 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:12,438 : INFO : EPOCH 1 - PROGRESS: at 59.76% examples, 687702 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:13,440 : INFO : EPOCH 1 - PROGRESS: at 60.11% examples, 687937 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:14,445 : INFO : EPOCH 1 - PROGRESS: at 60.46% examples, 688164 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:15,451 : INFO : EPOCH 1 - PROGRESS: at 60.81% examples, 688409 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:16,465 : INFO : EPOCH 1 - PROGRESS: at 61.18% examples, 688576 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:17,467 : INFO : EPOCH 1 - PROGRESS: at 61.50% examples, 688799 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:18,474 : INFO : EPOCH 1 - PROGRESS: at 61.86% examples, 688946 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:19,493 : INFO : EPOCH 1 - PROGRESS: at 62.21% examples, 689152 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:20,496 : INFO : EPOCH 1 - PROGRESS: at 62.55% examples, 689407 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:21,510 : INFO : EPOCH 1 - PROGRESS: at 62.90% examples, 689579 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:22,527 : INFO : EPOCH 1 - PROGRESS: at 63.27% examples, 689744 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:23,536 : INFO : EPOCH 1 - PROGRESS: at 63.62% examples, 689951 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:24,547 : INFO : EPOCH 1 - PROGRESS: at 63.97% examples, 690155 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:25,557 : INFO : EPOCH 1 - PROGRESS: at 64.32% examples, 690449 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:26,569 : INFO : EPOCH 1 - PROGRESS: at 64.67% examples, 690593 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:27,573 : INFO : EPOCH 1 - PROGRESS: at 64.99% examples, 690840 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:28,576 : INFO : EPOCH 1 - PROGRESS: at 65.36% examples, 690997 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:29,585 : INFO : EPOCH 1 - PROGRESS: at 65.71% examples, 691126 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:27:30,588 : INFO : EPOCH 1 - PROGRESS: at 66.08% examples, 691252 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:31,596 : INFO : EPOCH 1 - PROGRESS: at 66.41% examples, 691424 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:32,599 : INFO : EPOCH 1 - PROGRESS: at 66.77% examples, 691623 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:33,609 : INFO : EPOCH 1 - PROGRESS: at 67.12% examples, 691808 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:34,618 : INFO : EPOCH 1 - PROGRESS: at 67.49% examples, 691947 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:35,634 : INFO : EPOCH 1 - PROGRESS: at 67.86% examples, 692079 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:27:36,639 : INFO : EPOCH 1 - PROGRESS: at 68.20% examples, 692255 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:37,647 : INFO : EPOCH 1 - PROGRESS: at 68.56% examples, 692457 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:38,648 : INFO : EPOCH 1 - PROGRESS: at 68.92% examples, 692631 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:39,653 : INFO : EPOCH 1 - PROGRESS: at 69.27% examples, 692776 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:40,662 : INFO : EPOCH 1 - PROGRESS: at 69.61% examples, 692929 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:27:41,667 : INFO : EPOCH 1 - PROGRESS: at 69.96% examples, 693095 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:42,669 : INFO : EPOCH 1 - PROGRESS: at 70.32% examples, 693227 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:43,673 : INFO : EPOCH 1 - PROGRESS: at 70.71% examples, 693341 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:44,677 : INFO : EPOCH 1 - PROGRESS: at 71.05% examples, 693481 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:45,679 : INFO : EPOCH 1 - PROGRESS: at 71.37% examples, 693662 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:46,689 : INFO : EPOCH 1 - PROGRESS: at 71.70% examples, 693784 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:47,700 : INFO : EPOCH 1 - PROGRESS: at 72.06% examples, 693939 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:48,701 : INFO : EPOCH 1 - PROGRESS: at 72.42% examples, 694135 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:49,708 : INFO : EPOCH 1 - PROGRESS: at 72.77% examples, 694236 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:50,716 : INFO : EPOCH 1 - PROGRESS: at 73.11% examples, 694378 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:51,728 : INFO : EPOCH 1 - PROGRESS: at 73.48% examples, 694475 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:52,737 : INFO : EPOCH 1 - PROGRESS: at 73.84% examples, 694609 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:53,750 : INFO : EPOCH 1 - PROGRESS: at 74.18% examples, 694788 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:54,753 : INFO : EPOCH 1 - PROGRESS: at 74.53% examples, 694913 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:55,761 : INFO : EPOCH 1 - PROGRESS: at 74.88% examples, 695043 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:56,762 : INFO : EPOCH 1 - PROGRESS: at 75.22% examples, 695183 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:57,768 : INFO : EPOCH 1 - PROGRESS: at 75.55% examples, 695332 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:58,773 : INFO : EPOCH 1 - PROGRESS: at 75.91% examples, 695476 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:27:59,792 : INFO : EPOCH 1 - PROGRESS: at 76.28% examples, 695580 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:00,799 : INFO : EPOCH 1 - PROGRESS: at 76.64% examples, 695675 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:01,812 : INFO : EPOCH 1 - PROGRESS: at 76.98% examples, 695836 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:02,813 : INFO : EPOCH 1 - PROGRESS: at 77.34% examples, 695970 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:03,826 : INFO : EPOCH 1 - PROGRESS: at 77.66% examples, 696062 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:04,836 : INFO : EPOCH 1 - PROGRESS: at 78.02% examples, 696163 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:05,844 : INFO : EPOCH 1 - PROGRESS: at 78.37% examples, 696339 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:06,858 : INFO : EPOCH 1 - PROGRESS: at 78.73% examples, 696458 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:07,861 : INFO : EPOCH 1 - PROGRESS: at 79.10% examples, 696547 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:28:08,876 : INFO : EPOCH 1 - PROGRESS: at 79.46% examples, 696645 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:09,898 : INFO : EPOCH 1 - PROGRESS: at 79.82% examples, 696775 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:10,907 : INFO : EPOCH 1 - PROGRESS: at 80.15% examples, 696742 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:11,916 : INFO : EPOCH 1 - PROGRESS: at 80.46% examples, 696597 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:12,920 : INFO : EPOCH 1 - PROGRESS: at 80.76% examples, 696458 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:28:13,927 : INFO : EPOCH 1 - PROGRESS: at 81.10% examples, 696312 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:14,932 : INFO : EPOCH 1 - PROGRESS: at 81.46% examples, 696105 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:15,939 : INFO : EPOCH 1 - PROGRESS: at 81.79% examples, 695930 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:16,955 : INFO : EPOCH 1 - PROGRESS: at 82.10% examples, 695834 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:17,973 : INFO : EPOCH 1 - PROGRESS: at 82.44% examples, 695643 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:18,976 : INFO : EPOCH 1 - PROGRESS: at 82.76% examples, 695519 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:19,983 : INFO : EPOCH 1 - PROGRESS: at 83.09% examples, 695341 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:28:20,997 : INFO : EPOCH 1 - PROGRESS: at 83.40% examples, 695205 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:22,000 : INFO : EPOCH 1 - PROGRESS: at 83.75% examples, 694988 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:23,008 : INFO : EPOCH 1 - PROGRESS: at 84.08% examples, 694822 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:24,008 : INFO : EPOCH 1 - PROGRESS: at 84.40% examples, 694666 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:28:25,008 : INFO : EPOCH 1 - PROGRESS: at 84.72% examples, 694519 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:26,013 : INFO : EPOCH 1 - PROGRESS: at 85.03% examples, 694374 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:27,022 : INFO : EPOCH 1 - PROGRESS: at 85.33% examples, 694254 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:28,030 : INFO : EPOCH 1 - PROGRESS: at 85.62% examples, 694121 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:29,034 : INFO : EPOCH 1 - PROGRESS: at 85.94% examples, 693991 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:30,037 : INFO : EPOCH 1 - PROGRESS: at 86.24% examples, 693892 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:31,047 : INFO : EPOCH 1 - PROGRESS: at 86.55% examples, 693697 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:32,065 : INFO : EPOCH 1 - PROGRESS: at 86.88% examples, 693612 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:33,074 : INFO : EPOCH 1 - PROGRESS: at 87.21% examples, 693453 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:34,096 : INFO : EPOCH 1 - PROGRESS: at 87.53% examples, 693326 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:28:35,117 : INFO : EPOCH 1 - PROGRESS: at 87.86% examples, 693214 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:36,121 : INFO : EPOCH 1 - PROGRESS: at 88.18% examples, 693065 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:37,123 : INFO : EPOCH 1 - PROGRESS: at 88.51% examples, 692927 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:28:38,129 : INFO : EPOCH 1 - PROGRESS: at 88.81% examples, 692795 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:39,132 : INFO : EPOCH 1 - PROGRESS: at 89.10% examples, 692740 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:40,133 : INFO : EPOCH 1 - PROGRESS: at 89.43% examples, 692553 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:41,155 : INFO : EPOCH 1 - PROGRESS: at 89.73% examples, 692437 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:42,166 : INFO : EPOCH 1 - PROGRESS: at 90.08% examples, 692314 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:28:43,174 : INFO : EPOCH 1 - PROGRESS: at 90.42% examples, 692166 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:44,181 : INFO : EPOCH 1 - PROGRESS: at 90.75% examples, 692033 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:45,189 : INFO : EPOCH 1 - PROGRESS: at 91.05% examples, 691907 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:46,200 : INFO : EPOCH 1 - PROGRESS: at 91.35% examples, 691817 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:47,218 : INFO : EPOCH 1 - PROGRESS: at 91.69% examples, 691672 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:48,240 : INFO : EPOCH 1 - PROGRESS: at 92.04% examples, 691538 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:49,241 : INFO : EPOCH 1 - PROGRESS: at 92.36% examples, 691423 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:50,263 : INFO : EPOCH 1 - PROGRESS: at 92.66% examples, 691332 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:51,265 : INFO : EPOCH 1 - PROGRESS: at 92.97% examples, 691215 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:52,269 : INFO : EPOCH 1 - PROGRESS: at 93.32% examples, 691077 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:53,270 : INFO : EPOCH 1 - PROGRESS: at 93.65% examples, 690929 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:54,270 : INFO : EPOCH 1 - PROGRESS: at 93.97% examples, 690860 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:55,275 : INFO : EPOCH 1 - PROGRESS: at 94.27% examples, 690748 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:28:56,279 : INFO : EPOCH 1 - PROGRESS: at 94.59% examples, 690648 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:57,285 : INFO : EPOCH 1 - PROGRESS: at 94.93% examples, 690484 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:28:58,295 : INFO : EPOCH 1 - PROGRESS: at 95.26% examples, 690403 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:28:59,297 : INFO : EPOCH 1 - PROGRESS: at 95.55% examples, 690304 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:00,314 : INFO : EPOCH 1 - PROGRESS: at 95.87% examples, 690110 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:01,318 : INFO : EPOCH 1 - PROGRESS: at 96.18% examples, 689941 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:02,331 : INFO : EPOCH 1 - PROGRESS: at 96.49% examples, 689827 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:03,334 : INFO : EPOCH 1 - PROGRESS: at 96.81% examples, 689689 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:04,335 : INFO : EPOCH 1 - PROGRESS: at 97.11% examples, 689512 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:29:05,346 : INFO : EPOCH 1 - PROGRESS: at 97.43% examples, 689347 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:06,365 : INFO : EPOCH 1 - PROGRESS: at 97.73% examples, 688985 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:07,384 : INFO : EPOCH 1 - PROGRESS: at 98.03% examples, 688722 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:08,386 : INFO : EPOCH 1 - PROGRESS: at 98.40% examples, 688857 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:09,391 : INFO : EPOCH 1 - PROGRESS: at 98.77% examples, 688975 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:29:10,400 : INFO : EPOCH 1 - PROGRESS: at 99.13% examples, 689075 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:11,403 : INFO : EPOCH 1 - PROGRESS: at 99.49% examples, 689180 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:12,410 : INFO : EPOCH 1 - PROGRESS: at 99.78% examples, 689185 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:13,117 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 02:29:13,119 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 02:29:13,131 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 02:29:13,135 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 02:29:13,136 : INFO : EPOCH - 1 : training on 265612569 raw words (206852522 effective words) took 300.2s, 689148 effective words/s
2020-07-24 02:29:14,142 : INFO : EPOCH 2 - PROGRESS: at 0.31% examples, 646096 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:15,157 : INFO : EPOCH 2 - PROGRESS: at 0.64% examples, 646881 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:16,161 : INFO : EPOCH 2 - PROGRESS: at 0.94% examples, 652021 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:29:17,174 : INFO : EPOCH 2 - PROGRESS: at 1.25% examples, 653640 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:18,175 : INFO : EPOCH 2 - PROGRESS: at 1.58% examples, 652421 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:29:19,180 : INFO : EPOCH 2 - PROGRESS: at 1.91% examples, 656264 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:29:20,189 : INFO : EPOCH 2 - PROGRESS: at 2.23% examples, 657128 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:21,189 : INFO : EPOCH 2 - PROGRESS: at 2.52% examples, 659546 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:22,199 : INFO : EPOCH 2 - PROGRESS: at 2.84% examples, 660227 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:23,221 : INFO : EPOCH 2 - PROGRESS: at 3.16% examples, 660545 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:24,233 : INFO : EPOCH 2 - PROGRESS: at 3.49% examples, 661054 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:25,241 : INFO : EPOCH 2 - PROGRESS: at 3.82% examples, 661725 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:26,255 : INFO : EPOCH 2 - PROGRESS: at 4.12% examples, 661628 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:29:27,272 : INFO : EPOCH 2 - PROGRESS: at 4.43% examples, 661830 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:28,275 : INFO : EPOCH 2 - PROGRESS: at 4.78% examples, 662434 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:29,278 : INFO : EPOCH 2 - PROGRESS: at 5.10% examples, 662517 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:30,279 : INFO : EPOCH 2 - PROGRESS: at 5.43% examples, 662046 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:31,300 : INFO : EPOCH 2 - PROGRESS: at 5.75% examples, 661866 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:32,308 : INFO : EPOCH 2 - PROGRESS: at 6.08% examples, 662194 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:33,308 : INFO : EPOCH 2 - PROGRESS: at 6.38% examples, 662151 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:34,325 : INFO : EPOCH 2 - PROGRESS: at 6.70% examples, 661882 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:35,333 : INFO : EPOCH 2 - PROGRESS: at 7.03% examples, 662592 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:36,339 : INFO : EPOCH 2 - PROGRESS: at 7.35% examples, 662742 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:37,355 : INFO : EPOCH 2 - PROGRESS: at 7.66% examples, 662549 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:38,358 : INFO : EPOCH 2 - PROGRESS: at 7.96% examples, 662931 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:29:39,359 : INFO : EPOCH 2 - PROGRESS: at 8.28% examples, 662805 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:40,364 : INFO : EPOCH 2 - PROGRESS: at 8.61% examples, 662655 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:41,372 : INFO : EPOCH 2 - PROGRESS: at 8.93% examples, 662621 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:42,395 : INFO : EPOCH 2 - PROGRESS: at 9.27% examples, 662328 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:43,408 : INFO : EPOCH 2 - PROGRESS: at 9.61% examples, 662246 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:44,416 : INFO : EPOCH 2 - PROGRESS: at 9.92% examples, 662944 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:45,434 : INFO : EPOCH 2 - PROGRESS: at 10.25% examples, 662665 words/s, in_qsize 5, out_qsize 2
2020-07-24 02:29:46,452 : INFO : EPOCH 2 - PROGRESS: at 10.59% examples, 662635 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:47,469 : INFO : EPOCH 2 - PROGRESS: at 10.92% examples, 662609 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:48,470 : INFO : EPOCH 2 - PROGRESS: at 11.24% examples, 662532 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:49,495 : INFO : EPOCH 2 - PROGRESS: at 11.58% examples, 662225 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:50,504 : INFO : EPOCH 2 - PROGRESS: at 11.89% examples, 662250 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:29:51,506 : INFO : EPOCH 2 - PROGRESS: at 12.23% examples, 662434 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:52,520 : INFO : EPOCH 2 - PROGRESS: at 12.56% examples, 662276 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:53,538 : INFO : EPOCH 2 - PROGRESS: at 12.88% examples, 662209 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:54,555 : INFO : EPOCH 2 - PROGRESS: at 13.20% examples, 662132 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:55,572 : INFO : EPOCH 2 - PROGRESS: at 13.52% examples, 662292 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:56,577 : INFO : EPOCH 2 - PROGRESS: at 13.85% examples, 662266 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:57,578 : INFO : EPOCH 2 - PROGRESS: at 14.18% examples, 662388 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:29:58,586 : INFO : EPOCH 2 - PROGRESS: at 14.50% examples, 662219 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:29:59,591 : INFO : EPOCH 2 - PROGRESS: at 14.82% examples, 662352 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:30:00,605 : INFO : EPOCH 2 - PROGRESS: at 15.15% examples, 662185 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:01,641 : INFO : EPOCH 2 - PROGRESS: at 15.46% examples, 662125 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:02,642 : INFO : EPOCH 2 - PROGRESS: at 15.81% examples, 662236 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:03,645 : INFO : EPOCH 2 - PROGRESS: at 16.13% examples, 662355 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:04,664 : INFO : EPOCH 2 - PROGRESS: at 16.45% examples, 662195 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:05,674 : INFO : EPOCH 2 - PROGRESS: at 16.78% examples, 662330 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:06,690 : INFO : EPOCH 2 - PROGRESS: at 17.09% examples, 662308 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:07,697 : INFO : EPOCH 2 - PROGRESS: at 17.39% examples, 662422 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:08,704 : INFO : EPOCH 2 - PROGRESS: at 17.73% examples, 662359 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:09,705 : INFO : EPOCH 2 - PROGRESS: at 18.04% examples, 662433 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:10,706 : INFO : EPOCH 2 - PROGRESS: at 18.39% examples, 662493 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:30:11,709 : INFO : EPOCH 2 - PROGRESS: at 18.71% examples, 662396 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:12,710 : INFO : EPOCH 2 - PROGRESS: at 19.03% examples, 662491 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:13,714 : INFO : EPOCH 2 - PROGRESS: at 19.33% examples, 662535 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:14,736 : INFO : EPOCH 2 - PROGRESS: at 19.67% examples, 662468 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:15,753 : INFO : EPOCH 2 - PROGRESS: at 20.01% examples, 662416 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:16,754 : INFO : EPOCH 2 - PROGRESS: at 20.32% examples, 662429 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:17,766 : INFO : EPOCH 2 - PROGRESS: at 20.63% examples, 662377 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:18,775 : INFO : EPOCH 2 - PROGRESS: at 20.93% examples, 662563 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:19,780 : INFO : EPOCH 2 - PROGRESS: at 21.25% examples, 662673 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:20,806 : INFO : EPOCH 2 - PROGRESS: at 21.59% examples, 662451 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:30:21,811 : INFO : EPOCH 2 - PROGRESS: at 21.93% examples, 662573 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:22,819 : INFO : EPOCH 2 - PROGRESS: at 22.24% examples, 662415 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:23,825 : INFO : EPOCH 2 - PROGRESS: at 22.54% examples, 662193 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:30:24,831 : INFO : EPOCH 2 - PROGRESS: at 22.87% examples, 662217 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:25,836 : INFO : EPOCH 2 - PROGRESS: at 23.19% examples, 662254 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:26,839 : INFO : EPOCH 2 - PROGRESS: at 23.53% examples, 662270 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:27,846 : INFO : EPOCH 2 - PROGRESS: at 23.86% examples, 662210 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:28,849 : INFO : EPOCH 2 - PROGRESS: at 24.20% examples, 662353 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:29,857 : INFO : EPOCH 2 - PROGRESS: at 24.53% examples, 662214 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:30,862 : INFO : EPOCH 2 - PROGRESS: at 24.86% examples, 662159 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:31,869 : INFO : EPOCH 2 - PROGRESS: at 25.18% examples, 662139 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:32,870 : INFO : EPOCH 2 - PROGRESS: at 25.51% examples, 662196 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:33,874 : INFO : EPOCH 2 - PROGRESS: at 25.83% examples, 662105 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:34,883 : INFO : EPOCH 2 - PROGRESS: at 26.13% examples, 662259 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:35,885 : INFO : EPOCH 2 - PROGRESS: at 26.45% examples, 662316 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:30:36,891 : INFO : EPOCH 2 - PROGRESS: at 26.78% examples, 662285 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:30:37,923 : INFO : EPOCH 2 - PROGRESS: at 27.13% examples, 662217 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:38,930 : INFO : EPOCH 2 - PROGRESS: at 27.44% examples, 662243 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:30:39,930 : INFO : EPOCH 2 - PROGRESS: at 27.75% examples, 662540 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:30:40,931 : INFO : EPOCH 2 - PROGRESS: at 28.08% examples, 662417 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:41,931 : INFO : EPOCH 2 - PROGRESS: at 28.39% examples, 662331 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:42,940 : INFO : EPOCH 2 - PROGRESS: at 28.69% examples, 662512 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:43,946 : INFO : EPOCH 2 - PROGRESS: at 29.03% examples, 662414 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:44,956 : INFO : EPOCH 2 - PROGRESS: at 29.35% examples, 662498 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:45,966 : INFO : EPOCH 2 - PROGRESS: at 29.66% examples, 662533 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:46,976 : INFO : EPOCH 2 - PROGRESS: at 30.00% examples, 662479 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:47,976 : INFO : EPOCH 2 - PROGRESS: at 30.33% examples, 662485 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:48,981 : INFO : EPOCH 2 - PROGRESS: at 30.64% examples, 662399 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:49,993 : INFO : EPOCH 2 - PROGRESS: at 30.98% examples, 662467 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:51,003 : INFO : EPOCH 2 - PROGRESS: at 31.29% examples, 662471 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:52,012 : INFO : EPOCH 2 - PROGRESS: at 31.61% examples, 662409 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:53,019 : INFO : EPOCH 2 - PROGRESS: at 31.96% examples, 662424 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:30:54,033 : INFO : EPOCH 2 - PROGRESS: at 32.32% examples, 662408 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:55,037 : INFO : EPOCH 2 - PROGRESS: at 32.66% examples, 662408 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:30:56,038 : INFO : EPOCH 2 - PROGRESS: at 32.97% examples, 662305 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:30:57,043 : INFO : EPOCH 2 - PROGRESS: at 33.28% examples, 662397 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:58,044 : INFO : EPOCH 2 - PROGRESS: at 33.61% examples, 662505 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:30:59,047 : INFO : EPOCH 2 - PROGRESS: at 33.93% examples, 662394 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:00,050 : INFO : EPOCH 2 - PROGRESS: at 34.24% examples, 662509 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:01,058 : INFO : EPOCH 2 - PROGRESS: at 34.57% examples, 662480 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:02,061 : INFO : EPOCH 2 - PROGRESS: at 34.91% examples, 662428 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:31:03,073 : INFO : EPOCH 2 - PROGRESS: at 35.22% examples, 662447 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:04,080 : INFO : EPOCH 2 - PROGRESS: at 35.55% examples, 662407 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:05,085 : INFO : EPOCH 2 - PROGRESS: at 35.85% examples, 662426 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:06,091 : INFO : EPOCH 2 - PROGRESS: at 36.17% examples, 662287 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:07,093 : INFO : EPOCH 2 - PROGRESS: at 36.52% examples, 662337 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:08,105 : INFO : EPOCH 2 - PROGRESS: at 36.87% examples, 662277 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:09,106 : INFO : EPOCH 2 - PROGRESS: at 37.17% examples, 662338 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:10,114 : INFO : EPOCH 2 - PROGRESS: at 37.48% examples, 662271 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:11,124 : INFO : EPOCH 2 - PROGRESS: at 37.80% examples, 662275 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:12,140 : INFO : EPOCH 2 - PROGRESS: at 38.13% examples, 662301 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:13,146 : INFO : EPOCH 2 - PROGRESS: at 38.44% examples, 662380 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:14,156 : INFO : EPOCH 2 - PROGRESS: at 38.77% examples, 662415 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:15,159 : INFO : EPOCH 2 - PROGRESS: at 39.10% examples, 662409 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:31:16,172 : INFO : EPOCH 2 - PROGRESS: at 39.42% examples, 662377 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:17,178 : INFO : EPOCH 2 - PROGRESS: at 39.74% examples, 662402 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:18,192 : INFO : EPOCH 2 - PROGRESS: at 40.07% examples, 662362 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:19,201 : INFO : EPOCH 2 - PROGRESS: at 40.41% examples, 662392 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:20,204 : INFO : EPOCH 2 - PROGRESS: at 40.71% examples, 662407 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:21,212 : INFO : EPOCH 2 - PROGRESS: at 41.03% examples, 662404 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:22,230 : INFO : EPOCH 2 - PROGRESS: at 41.36% examples, 662355 words/s, in_qsize 8, out_qsize 1
2020-07-24 02:31:23,248 : INFO : EPOCH 2 - PROGRESS: at 41.70% examples, 662343 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:24,251 : INFO : EPOCH 2 - PROGRESS: at 42.03% examples, 662415 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:31:25,251 : INFO : EPOCH 2 - PROGRESS: at 42.36% examples, 662366 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:26,261 : INFO : EPOCH 2 - PROGRESS: at 42.69% examples, 662401 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:27,265 : INFO : EPOCH 2 - PROGRESS: at 43.01% examples, 662477 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:31:28,275 : INFO : EPOCH 2 - PROGRESS: at 43.35% examples, 662488 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:29,275 : INFO : EPOCH 2 - PROGRESS: at 43.69% examples, 662571 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:30,276 : INFO : EPOCH 2 - PROGRESS: at 44.00% examples, 662484 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:31,286 : INFO : EPOCH 2 - PROGRESS: at 44.33% examples, 662522 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:32,303 : INFO : EPOCH 2 - PROGRESS: at 44.65% examples, 662526 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:33,321 : INFO : EPOCH 2 - PROGRESS: at 44.99% examples, 662456 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:31:34,323 : INFO : EPOCH 2 - PROGRESS: at 45.30% examples, 662426 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:35,325 : INFO : EPOCH 2 - PROGRESS: at 45.62% examples, 662459 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:36,333 : INFO : EPOCH 2 - PROGRESS: at 45.93% examples, 662531 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:37,340 : INFO : EPOCH 2 - PROGRESS: at 46.26% examples, 662515 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:31:38,346 : INFO : EPOCH 2 - PROGRESS: at 46.59% examples, 662473 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:39,347 : INFO : EPOCH 2 - PROGRESS: at 46.89% examples, 662313 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:40,358 : INFO : EPOCH 2 - PROGRESS: at 47.18% examples, 662104 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:41,382 : INFO : EPOCH 2 - PROGRESS: at 47.49% examples, 661634 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:42,382 : INFO : EPOCH 2 - PROGRESS: at 47.79% examples, 661282 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:43,383 : INFO : EPOCH 2 - PROGRESS: at 48.14% examples, 661684 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:44,402 : INFO : EPOCH 2 - PROGRESS: at 48.48% examples, 662149 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:45,403 : INFO : EPOCH 2 - PROGRESS: at 48.83% examples, 662524 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:46,409 : INFO : EPOCH 2 - PROGRESS: at 49.16% examples, 663074 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:31:47,418 : INFO : EPOCH 2 - PROGRESS: at 49.52% examples, 663476 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:48,420 : INFO : EPOCH 2 - PROGRESS: at 49.87% examples, 663949 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:49,425 : INFO : EPOCH 2 - PROGRESS: at 50.22% examples, 664394 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:50,426 : INFO : EPOCH 2 - PROGRESS: at 50.59% examples, 664769 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:51,433 : INFO : EPOCH 2 - PROGRESS: at 50.93% examples, 665191 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:52,443 : INFO : EPOCH 2 - PROGRESS: at 51.26% examples, 665601 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:53,449 : INFO : EPOCH 2 - PROGRESS: at 51.64% examples, 665974 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:54,460 : INFO : EPOCH 2 - PROGRESS: at 51.98% examples, 666365 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:31:55,461 : INFO : EPOCH 2 - PROGRESS: at 52.31% examples, 666764 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:56,466 : INFO : EPOCH 2 - PROGRESS: at 52.67% examples, 667127 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:57,469 : INFO : EPOCH 2 - PROGRESS: at 53.02% examples, 667507 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:58,482 : INFO : EPOCH 2 - PROGRESS: at 53.39% examples, 667811 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:31:59,494 : INFO : EPOCH 2 - PROGRESS: at 53.72% examples, 668232 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:00,497 : INFO : EPOCH 2 - PROGRESS: at 54.07% examples, 668607 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:01,497 : INFO : EPOCH 2 - PROGRESS: at 54.43% examples, 668923 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:02,512 : INFO : EPOCH 2 - PROGRESS: at 54.80% examples, 669260 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:03,515 : INFO : EPOCH 2 - PROGRESS: at 55.15% examples, 669641 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:04,520 : INFO : EPOCH 2 - PROGRESS: at 55.50% examples, 669976 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:05,524 : INFO : EPOCH 2 - PROGRESS: at 55.84% examples, 670333 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:06,530 : INFO : EPOCH 2 - PROGRESS: at 56.19% examples, 670679 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:32:07,531 : INFO : EPOCH 2 - PROGRESS: at 56.56% examples, 671019 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:08,535 : INFO : EPOCH 2 - PROGRESS: at 56.91% examples, 671335 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:09,536 : INFO : EPOCH 2 - PROGRESS: at 57.28% examples, 671667 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:10,546 : INFO : EPOCH 2 - PROGRESS: at 57.64% examples, 671979 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:11,560 : INFO : EPOCH 2 - PROGRESS: at 58.02% examples, 672263 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:12,565 : INFO : EPOCH 2 - PROGRESS: at 58.37% examples, 672662 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:13,583 : INFO : EPOCH 2 - PROGRESS: at 58.73% examples, 672888 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:14,588 : INFO : EPOCH 2 - PROGRESS: at 59.10% examples, 673189 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:15,588 : INFO : EPOCH 2 - PROGRESS: at 59.49% examples, 673507 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:16,592 : INFO : EPOCH 2 - PROGRESS: at 59.86% examples, 673853 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:17,594 : INFO : EPOCH 2 - PROGRESS: at 60.20% examples, 674140 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:18,600 : INFO : EPOCH 2 - PROGRESS: at 60.55% examples, 674428 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:19,611 : INFO : EPOCH 2 - PROGRESS: at 60.90% examples, 674710 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:20,622 : INFO : EPOCH 2 - PROGRESS: at 61.28% examples, 674963 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:21,633 : INFO : EPOCH 2 - PROGRESS: at 61.60% examples, 675274 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:32:22,634 : INFO : EPOCH 2 - PROGRESS: at 61.96% examples, 675497 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:23,645 : INFO : EPOCH 2 - PROGRESS: at 62.30% examples, 675760 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:24,653 : INFO : EPOCH 2 - PROGRESS: at 62.65% examples, 676092 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:25,664 : INFO : EPOCH 2 - PROGRESS: at 63.00% examples, 676343 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:26,670 : INFO : EPOCH 2 - PROGRESS: at 63.36% examples, 676658 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:27,670 : INFO : EPOCH 2 - PROGRESS: at 63.72% examples, 676950 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:28,670 : INFO : EPOCH 2 - PROGRESS: at 64.06% examples, 677264 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:29,689 : INFO : EPOCH 2 - PROGRESS: at 64.42% examples, 677517 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:30,697 : INFO : EPOCH 2 - PROGRESS: at 64.76% examples, 677825 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:31,705 : INFO : EPOCH 2 - PROGRESS: at 65.09% examples, 678076 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:32,715 : INFO : EPOCH 2 - PROGRESS: at 65.47% examples, 678332 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:33,722 : INFO : EPOCH 2 - PROGRESS: at 65.85% examples, 678638 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:34,732 : INFO : EPOCH 2 - PROGRESS: at 66.20% examples, 678844 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:35,749 : INFO : EPOCH 2 - PROGRESS: at 66.53% examples, 679111 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:36,752 : INFO : EPOCH 2 - PROGRESS: at 66.89% examples, 679400 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:32:37,754 : INFO : EPOCH 2 - PROGRESS: at 67.25% examples, 679629 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:38,755 : INFO : EPOCH 2 - PROGRESS: at 67.62% examples, 679835 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:39,756 : INFO : EPOCH 2 - PROGRESS: at 67.99% examples, 680114 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:40,757 : INFO : EPOCH 2 - PROGRESS: at 68.32% examples, 680338 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:41,760 : INFO : EPOCH 2 - PROGRESS: at 68.68% examples, 680606 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:42,765 : INFO : EPOCH 2 - PROGRESS: at 69.05% examples, 680833 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:43,780 : INFO : EPOCH 2 - PROGRESS: at 69.40% examples, 681031 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:44,797 : INFO : EPOCH 2 - PROGRESS: at 69.76% examples, 681334 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:45,804 : INFO : EPOCH 2 - PROGRESS: at 70.12% examples, 681546 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:46,807 : INFO : EPOCH 2 - PROGRESS: at 70.48% examples, 681790 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:47,811 : INFO : EPOCH 2 - PROGRESS: at 70.84% examples, 681978 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:48,824 : INFO : EPOCH 2 - PROGRESS: at 71.20% examples, 682140 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:49,825 : INFO : EPOCH 2 - PROGRESS: at 71.51% examples, 682401 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:50,850 : INFO : EPOCH 2 - PROGRESS: at 71.87% examples, 682625 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:51,858 : INFO : EPOCH 2 - PROGRESS: at 72.23% examples, 682858 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:52,861 : INFO : EPOCH 2 - PROGRESS: at 72.59% examples, 683092 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:53,867 : INFO : EPOCH 2 - PROGRESS: at 72.94% examples, 683283 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:54,871 : INFO : EPOCH 2 - PROGRESS: at 73.29% examples, 683522 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:55,885 : INFO : EPOCH 2 - PROGRESS: at 73.65% examples, 683708 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:56,912 : INFO : EPOCH 2 - PROGRESS: at 74.02% examples, 683871 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:57,918 : INFO : EPOCH 2 - PROGRESS: at 74.37% examples, 684103 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:58,930 : INFO : EPOCH 2 - PROGRESS: at 74.72% examples, 684317 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:32:59,951 : INFO : EPOCH 2 - PROGRESS: at 75.08% examples, 684524 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:00,961 : INFO : EPOCH 2 - PROGRESS: at 75.40% examples, 684761 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:01,961 : INFO : EPOCH 2 - PROGRESS: at 75.76% examples, 684966 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:33:02,968 : INFO : EPOCH 2 - PROGRESS: at 76.12% examples, 685157 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:03,973 : INFO : EPOCH 2 - PROGRESS: at 76.48% examples, 685371 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:04,975 : INFO : EPOCH 2 - PROGRESS: at 76.83% examples, 685523 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:05,987 : INFO : EPOCH 2 - PROGRESS: at 77.18% examples, 685731 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:07,001 : INFO : EPOCH 2 - PROGRESS: at 77.55% examples, 685879 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:08,002 : INFO : EPOCH 2 - PROGRESS: at 77.89% examples, 686093 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:33:09,012 : INFO : EPOCH 2 - PROGRESS: at 78.24% examples, 686245 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:33:10,013 : INFO : EPOCH 2 - PROGRESS: at 78.59% examples, 686425 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:11,016 : INFO : EPOCH 2 - PROGRESS: at 78.96% examples, 686587 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:12,020 : INFO : EPOCH 2 - PROGRESS: at 79.30% examples, 686731 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:13,027 : INFO : EPOCH 2 - PROGRESS: at 79.68% examples, 686906 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:14,049 : INFO : EPOCH 2 - PROGRESS: at 80.04% examples, 687081 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:15,065 : INFO : EPOCH 2 - PROGRESS: at 80.39% examples, 687282 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:16,075 : INFO : EPOCH 2 - PROGRESS: at 80.71% examples, 687497 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:33:17,077 : INFO : EPOCH 2 - PROGRESS: at 81.09% examples, 687670 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:18,091 : INFO : EPOCH 2 - PROGRESS: at 81.49% examples, 687781 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:19,097 : INFO : EPOCH 2 - PROGRESS: at 81.84% examples, 687958 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:20,111 : INFO : EPOCH 2 - PROGRESS: at 82.19% examples, 688144 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:21,115 : INFO : EPOCH 2 - PROGRESS: at 82.56% examples, 688300 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:22,120 : INFO : EPOCH 2 - PROGRESS: at 82.92% examples, 688473 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:33:23,121 : INFO : EPOCH 2 - PROGRESS: at 83.26% examples, 688664 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:24,124 : INFO : EPOCH 2 - PROGRESS: at 83.64% examples, 688780 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:33:25,129 : INFO : EPOCH 2 - PROGRESS: at 84.01% examples, 688920 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:26,130 : INFO : EPOCH 2 - PROGRESS: at 84.37% examples, 689036 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:27,136 : INFO : EPOCH 2 - PROGRESS: at 84.73% examples, 689168 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:28,147 : INFO : EPOCH 2 - PROGRESS: at 85.04% examples, 689128 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:29,149 : INFO : EPOCH 2 - PROGRESS: at 85.35% examples, 689106 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:30,152 : INFO : EPOCH 2 - PROGRESS: at 85.64% examples, 688997 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:31,173 : INFO : EPOCH 2 - PROGRESS: at 85.97% examples, 688867 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:33:32,180 : INFO : EPOCH 2 - PROGRESS: at 86.27% examples, 688797 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:33,185 : INFO : EPOCH 2 - PROGRESS: at 86.59% examples, 688723 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:34,195 : INFO : EPOCH 2 - PROGRESS: at 86.91% examples, 688621 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:35,210 : INFO : EPOCH 2 - PROGRESS: at 87.24% examples, 688516 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:36,212 : INFO : EPOCH 2 - PROGRESS: at 87.56% examples, 688401 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:37,224 : INFO : EPOCH 2 - PROGRESS: at 87.89% examples, 688331 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:38,226 : INFO : EPOCH 2 - PROGRESS: at 88.21% examples, 688239 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:39,230 : INFO : EPOCH 2 - PROGRESS: at 88.54% examples, 688145 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:40,240 : INFO : EPOCH 2 - PROGRESS: at 88.84% examples, 688041 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:41,241 : INFO : EPOCH 2 - PROGRESS: at 89.14% examples, 687962 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:33:42,252 : INFO : EPOCH 2 - PROGRESS: at 89.47% examples, 687857 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:43,252 : INFO : EPOCH 2 - PROGRESS: at 89.78% examples, 687773 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:44,259 : INFO : EPOCH 2 - PROGRESS: at 90.12% examples, 687624 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:45,270 : INFO : EPOCH 2 - PROGRESS: at 90.46% examples, 687533 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:46,286 : INFO : EPOCH 2 - PROGRESS: at 90.79% examples, 687440 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:33:47,295 : INFO : EPOCH 2 - PROGRESS: at 91.10% examples, 687360 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:48,300 : INFO : EPOCH 2 - PROGRESS: at 91.40% examples, 687301 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:49,302 : INFO : EPOCH 2 - PROGRESS: at 91.76% examples, 687217 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:33:50,313 : INFO : EPOCH 2 - PROGRESS: at 92.08% examples, 687120 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:51,327 : INFO : EPOCH 2 - PROGRESS: at 92.41% examples, 687011 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:52,330 : INFO : EPOCH 2 - PROGRESS: at 92.71% examples, 686951 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:53,340 : INFO : EPOCH 2 - PROGRESS: at 93.03% examples, 686875 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:54,341 : INFO : EPOCH 2 - PROGRESS: at 93.37% examples, 686768 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:55,345 : INFO : EPOCH 2 - PROGRESS: at 93.70% examples, 686636 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:56,354 : INFO : EPOCH 2 - PROGRESS: at 94.03% examples, 686548 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:33:57,356 : INFO : EPOCH 2 - PROGRESS: at 94.32% examples, 686489 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:33:58,369 : INFO : EPOCH 2 - PROGRESS: at 94.66% examples, 686399 words/s, in_qsize 7, out_qsize 1
2020-07-24 02:33:59,370 : INFO : EPOCH 2 - PROGRESS: at 94.99% examples, 686324 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:00,376 : INFO : EPOCH 2 - PROGRESS: at 95.32% examples, 686233 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:01,392 : INFO : EPOCH 2 - PROGRESS: at 95.63% examples, 686165 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:34:02,408 : INFO : EPOCH 2 - PROGRESS: at 95.94% examples, 686062 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:03,416 : INFO : EPOCH 2 - PROGRESS: at 96.26% examples, 685970 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:04,425 : INFO : EPOCH 2 - PROGRESS: at 96.58% examples, 685899 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:05,436 : INFO : EPOCH 2 - PROGRESS: at 96.90% examples, 685808 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:34:06,439 : INFO : EPOCH 2 - PROGRESS: at 97.23% examples, 685752 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:07,456 : INFO : EPOCH 2 - PROGRESS: at 97.57% examples, 685642 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:08,478 : INFO : EPOCH 2 - PROGRESS: at 97.89% examples, 685556 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:09,504 : INFO : EPOCH 2 - PROGRESS: at 98.22% examples, 685473 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:10,511 : INFO : EPOCH 2 - PROGRESS: at 98.56% examples, 685375 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:11,518 : INFO : EPOCH 2 - PROGRESS: at 98.90% examples, 685326 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:12,527 : INFO : EPOCH 2 - PROGRESS: at 99.23% examples, 685248 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:34:13,527 : INFO : EPOCH 2 - PROGRESS: at 99.55% examples, 685187 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:14,527 : INFO : EPOCH 2 - PROGRESS: at 99.83% examples, 685144 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:34:15,039 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 02:34:15,047 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 02:34:15,059 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 02:34:15,060 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 02:34:15,061 : INFO : EPOCH - 2 : training on 265612569 raw words (206851301 effective words) took 301.9s, 685117 effective words/s
2020-07-24 02:34:16,068 : INFO : EPOCH 3 - PROGRESS: at 0.31% examples, 648800 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:17,072 : INFO : EPOCH 3 - PROGRESS: at 0.64% examples, 650069 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:34:18,073 : INFO : EPOCH 3 - PROGRESS: at 0.94% examples, 654904 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:19,075 : INFO : EPOCH 3 - PROGRESS: at 1.24% examples, 648628 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:20,081 : INFO : EPOCH 3 - PROGRESS: at 1.55% examples, 645641 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:21,087 : INFO : EPOCH 3 - PROGRESS: at 1.86% examples, 638998 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:22,094 : INFO : EPOCH 3 - PROGRESS: at 2.12% examples, 629261 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:23,097 : INFO : EPOCH 3 - PROGRESS: at 2.45% examples, 641541 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:24,100 : INFO : EPOCH 3 - PROGRESS: at 2.79% examples, 650900 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:25,104 : INFO : EPOCH 3 - PROGRESS: at 3.14% examples, 659126 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:26,107 : INFO : EPOCH 3 - PROGRESS: at 3.49% examples, 664950 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:34:27,113 : INFO : EPOCH 3 - PROGRESS: at 3.85% examples, 670220 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:28,140 : INFO : EPOCH 3 - PROGRESS: at 4.19% examples, 674820 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:29,142 : INFO : EPOCH 3 - PROGRESS: at 4.53% examples, 678802 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:30,143 : INFO : EPOCH 3 - PROGRESS: at 4.90% examples, 682534 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:31,143 : INFO : EPOCH 3 - PROGRESS: at 5.26% examples, 684953 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:32,160 : INFO : EPOCH 3 - PROGRESS: at 5.62% examples, 687551 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:33,173 : INFO : EPOCH 3 - PROGRESS: at 5.97% examples, 690044 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:34:34,183 : INFO : EPOCH 3 - PROGRESS: at 6.32% examples, 691690 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:35,201 : INFO : EPOCH 3 - PROGRESS: at 6.67% examples, 693612 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:36,205 : INFO : EPOCH 3 - PROGRESS: at 7.03% examples, 695470 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:37,206 : INFO : EPOCH 3 - PROGRESS: at 7.37% examples, 696949 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:38,220 : INFO : EPOCH 3 - PROGRESS: at 7.72% examples, 698504 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:34:39,223 : INFO : EPOCH 3 - PROGRESS: at 8.02% examples, 697349 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:40,227 : INFO : EPOCH 3 - PROGRESS: at 8.34% examples, 695959 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:41,233 : INFO : EPOCH 3 - PROGRESS: at 8.67% examples, 694497 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:34:42,255 : INFO : EPOCH 3 - PROGRESS: at 9.00% examples, 693180 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:43,266 : INFO : EPOCH 3 - PROGRESS: at 9.35% examples, 692135 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:44,274 : INFO : EPOCH 3 - PROGRESS: at 9.67% examples, 690962 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:45,277 : INFO : EPOCH 3 - PROGRESS: at 9.97% examples, 690276 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:46,277 : INFO : EPOCH 3 - PROGRESS: at 10.31% examples, 689381 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:47,285 : INFO : EPOCH 3 - PROGRESS: at 10.64% examples, 688486 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:48,299 : INFO : EPOCH 3 - PROGRESS: at 10.97% examples, 687542 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:49,301 : INFO : EPOCH 3 - PROGRESS: at 11.29% examples, 686830 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:50,308 : INFO : EPOCH 3 - PROGRESS: at 11.61% examples, 685844 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:51,318 : INFO : EPOCH 3 - PROGRESS: at 11.94% examples, 685068 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:52,319 : INFO : EPOCH 3 - PROGRESS: at 12.26% examples, 684294 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:53,325 : INFO : EPOCH 3 - PROGRESS: at 12.59% examples, 683641 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:54,341 : INFO : EPOCH 3 - PROGRESS: at 12.91% examples, 683348 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:55,350 : INFO : EPOCH 3 - PROGRESS: at 13.23% examples, 682811 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:56,352 : INFO : EPOCH 3 - PROGRESS: at 13.56% examples, 682423 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:57,353 : INFO : EPOCH 3 - PROGRESS: at 13.87% examples, 681829 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:58,364 : INFO : EPOCH 3 - PROGRESS: at 14.21% examples, 681559 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:34:59,371 : INFO : EPOCH 3 - PROGRESS: at 14.54% examples, 680993 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:00,381 : INFO : EPOCH 3 - PROGRESS: at 14.85% examples, 680366 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:01,394 : INFO : EPOCH 3 - PROGRESS: at 15.18% examples, 680009 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:02,397 : INFO : EPOCH 3 - PROGRESS: at 15.49% examples, 679693 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:03,410 : INFO : EPOCH 3 - PROGRESS: at 15.84% examples, 679183 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:04,419 : INFO : EPOCH 3 - PROGRESS: at 16.16% examples, 678804 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:05,424 : INFO : EPOCH 3 - PROGRESS: at 16.48% examples, 678529 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:06,430 : INFO : EPOCH 3 - PROGRESS: at 16.80% examples, 677996 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:07,431 : INFO : EPOCH 3 - PROGRESS: at 17.11% examples, 677846 words/s, in_qsize 8, out_qsize 1
2020-07-24 02:35:08,434 : INFO : EPOCH 3 - PROGRESS: at 17.40% examples, 677610 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:09,438 : INFO : EPOCH 3 - PROGRESS: at 17.74% examples, 677298 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:10,447 : INFO : EPOCH 3 - PROGRESS: at 18.05% examples, 676908 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:11,449 : INFO : EPOCH 3 - PROGRESS: at 18.39% examples, 676616 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:35:12,453 : INFO : EPOCH 3 - PROGRESS: at 18.72% examples, 676354 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:13,456 : INFO : EPOCH 3 - PROGRESS: at 19.04% examples, 676107 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:14,462 : INFO : EPOCH 3 - PROGRESS: at 19.35% examples, 676026 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:15,463 : INFO : EPOCH 3 - PROGRESS: at 19.68% examples, 675835 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:16,482 : INFO : EPOCH 3 - PROGRESS: at 20.01% examples, 675411 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:17,488 : INFO : EPOCH 3 - PROGRESS: at 20.32% examples, 675173 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:18,492 : INFO : EPOCH 3 - PROGRESS: at 20.63% examples, 674873 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:19,493 : INFO : EPOCH 3 - PROGRESS: at 20.93% examples, 674764 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:20,497 : INFO : EPOCH 3 - PROGRESS: at 21.25% examples, 674674 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:21,504 : INFO : EPOCH 3 - PROGRESS: at 21.58% examples, 674264 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:22,508 : INFO : EPOCH 3 - PROGRESS: at 21.90% examples, 673881 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:23,518 : INFO : EPOCH 3 - PROGRESS: at 22.22% examples, 673726 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:24,530 : INFO : EPOCH 3 - PROGRESS: at 22.54% examples, 673580 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:25,541 : INFO : EPOCH 3 - PROGRESS: at 22.86% examples, 673308 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:26,558 : INFO : EPOCH 3 - PROGRESS: at 23.18% examples, 673278 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:27,570 : INFO : EPOCH 3 - PROGRESS: at 23.52% examples, 672971 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:28,573 : INFO : EPOCH 3 - PROGRESS: at 23.86% examples, 672772 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:29,581 : INFO : EPOCH 3 - PROGRESS: at 24.18% examples, 672654 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:30,586 : INFO : EPOCH 3 - PROGRESS: at 24.51% examples, 672390 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:31,591 : INFO : EPOCH 3 - PROGRESS: at 24.85% examples, 672178 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:32,600 : INFO : EPOCH 3 - PROGRESS: at 25.17% examples, 672132 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:33,626 : INFO : EPOCH 3 - PROGRESS: at 25.50% examples, 671865 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:34,636 : INFO : EPOCH 3 - PROGRESS: at 25.83% examples, 671771 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:35:35,647 : INFO : EPOCH 3 - PROGRESS: at 26.13% examples, 671787 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:36,652 : INFO : EPOCH 3 - PROGRESS: at 26.45% examples, 671697 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:37,667 : INFO : EPOCH 3 - PROGRESS: at 26.78% examples, 671478 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:35:38,698 : INFO : EPOCH 3 - PROGRESS: at 27.13% examples, 671306 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:35:39,708 : INFO : EPOCH 3 - PROGRESS: at 27.45% examples, 671285 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:40,709 : INFO : EPOCH 3 - PROGRESS: at 27.75% examples, 671384 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:41,711 : INFO : EPOCH 3 - PROGRESS: at 28.09% examples, 671235 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:42,726 : INFO : EPOCH 3 - PROGRESS: at 28.40% examples, 671098 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:43,740 : INFO : EPOCH 3 - PROGRESS: at 28.71% examples, 671082 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:44,745 : INFO : EPOCH 3 - PROGRESS: at 29.04% examples, 670956 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:45,754 : INFO : EPOCH 3 - PROGRESS: at 29.36% examples, 670899 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:46,758 : INFO : EPOCH 3 - PROGRESS: at 29.67% examples, 670863 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:47,766 : INFO : EPOCH 3 - PROGRESS: at 30.00% examples, 670747 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:48,774 : INFO : EPOCH 3 - PROGRESS: at 30.34% examples, 670624 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:49,787 : INFO : EPOCH 3 - PROGRESS: at 30.65% examples, 670572 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:35:50,789 : INFO : EPOCH 3 - PROGRESS: at 30.99% examples, 670528 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:51,791 : INFO : EPOCH 3 - PROGRESS: at 31.30% examples, 670435 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:52,793 : INFO : EPOCH 3 - PROGRESS: at 31.62% examples, 670355 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:53,798 : INFO : EPOCH 3 - PROGRESS: at 31.96% examples, 670225 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:54,804 : INFO : EPOCH 3 - PROGRESS: at 32.31% examples, 670037 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:55,807 : INFO : EPOCH 3 - PROGRESS: at 32.66% examples, 669912 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:56,807 : INFO : EPOCH 3 - PROGRESS: at 32.97% examples, 669805 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:57,815 : INFO : EPOCH 3 - PROGRESS: at 33.28% examples, 669806 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:58,819 : INFO : EPOCH 3 - PROGRESS: at 33.60% examples, 669754 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:35:59,829 : INFO : EPOCH 3 - PROGRESS: at 33.94% examples, 669736 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:00,832 : INFO : EPOCH 3 - PROGRESS: at 34.24% examples, 669715 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:01,837 : INFO : EPOCH 3 - PROGRESS: at 34.57% examples, 669567 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:02,863 : INFO : EPOCH 3 - PROGRESS: at 34.91% examples, 669439 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:03,870 : INFO : EPOCH 3 - PROGRESS: at 35.22% examples, 669375 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:36:04,877 : INFO : EPOCH 3 - PROGRESS: at 35.55% examples, 669339 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:05,885 : INFO : EPOCH 3 - PROGRESS: at 35.86% examples, 669325 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:06,899 : INFO : EPOCH 3 - PROGRESS: at 36.19% examples, 669215 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:07,907 : INFO : EPOCH 3 - PROGRESS: at 36.54% examples, 669125 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:36:08,926 : INFO : EPOCH 3 - PROGRESS: at 36.88% examples, 668973 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:09,933 : INFO : EPOCH 3 - PROGRESS: at 37.18% examples, 668984 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:10,933 : INFO : EPOCH 3 - PROGRESS: at 37.50% examples, 669019 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:11,939 : INFO : EPOCH 3 - PROGRESS: at 37.82% examples, 668901 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:12,953 : INFO : EPOCH 3 - PROGRESS: at 38.15% examples, 668859 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:13,975 : INFO : EPOCH 3 - PROGRESS: at 38.47% examples, 668839 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:14,977 : INFO : EPOCH 3 - PROGRESS: at 38.79% examples, 668880 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:15,987 : INFO : EPOCH 3 - PROGRESS: at 39.12% examples, 668694 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:16,994 : INFO : EPOCH 3 - PROGRESS: at 39.44% examples, 668706 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:17,996 : INFO : EPOCH 3 - PROGRESS: at 39.76% examples, 668640 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:19,009 : INFO : EPOCH 3 - PROGRESS: at 40.09% examples, 668558 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:20,028 : INFO : EPOCH 3 - PROGRESS: at 40.42% examples, 668496 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:21,042 : INFO : EPOCH 3 - PROGRESS: at 40.73% examples, 668412 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:22,049 : INFO : EPOCH 3 - PROGRESS: at 41.05% examples, 668420 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:23,057 : INFO : EPOCH 3 - PROGRESS: at 41.38% examples, 668356 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:24,058 : INFO : EPOCH 3 - PROGRESS: at 41.72% examples, 668320 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:25,079 : INFO : EPOCH 3 - PROGRESS: at 42.05% examples, 668236 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:36:26,081 : INFO : EPOCH 3 - PROGRESS: at 42.38% examples, 668137 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:27,092 : INFO : EPOCH 3 - PROGRESS: at 42.70% examples, 668126 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:28,095 : INFO : EPOCH 3 - PROGRESS: at 43.02% examples, 668106 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:29,097 : INFO : EPOCH 3 - PROGRESS: at 43.36% examples, 668134 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:30,108 : INFO : EPOCH 3 - PROGRESS: at 43.69% examples, 667983 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:31,114 : INFO : EPOCH 3 - PROGRESS: at 44.01% examples, 667984 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:32,119 : INFO : EPOCH 3 - PROGRESS: at 44.35% examples, 668003 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:33,121 : INFO : EPOCH 3 - PROGRESS: at 44.66% examples, 667893 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:36:34,135 : INFO : EPOCH 3 - PROGRESS: at 44.99% examples, 667802 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:35,150 : INFO : EPOCH 3 - PROGRESS: at 45.32% examples, 667784 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:36,154 : INFO : EPOCH 3 - PROGRESS: at 45.63% examples, 667756 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:37,157 : INFO : EPOCH 3 - PROGRESS: at 45.93% examples, 667721 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:38,164 : INFO : EPOCH 3 - PROGRESS: at 46.26% examples, 667667 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:39,169 : INFO : EPOCH 3 - PROGRESS: at 46.60% examples, 667628 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:40,172 : INFO : EPOCH 3 - PROGRESS: at 46.90% examples, 667545 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:41,173 : INFO : EPOCH 3 - PROGRESS: at 47.21% examples, 667478 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:42,186 : INFO : EPOCH 3 - PROGRESS: at 47.55% examples, 667442 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:43,190 : INFO : EPOCH 3 - PROGRESS: at 47.87% examples, 667424 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:44,198 : INFO : EPOCH 3 - PROGRESS: at 48.18% examples, 667312 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:45,201 : INFO : EPOCH 3 - PROGRESS: at 48.50% examples, 667348 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:46,207 : INFO : EPOCH 3 - PROGRESS: at 48.82% examples, 667269 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:47,214 : INFO : EPOCH 3 - PROGRESS: at 49.11% examples, 667281 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:48,221 : INFO : EPOCH 3 - PROGRESS: at 49.44% examples, 667223 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:49,237 : INFO : EPOCH 3 - PROGRESS: at 49.75% examples, 667172 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:50,241 : INFO : EPOCH 3 - PROGRESS: at 50.07% examples, 667180 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:51,243 : INFO : EPOCH 3 - PROGRESS: at 50.40% examples, 667128 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:52,251 : INFO : EPOCH 3 - PROGRESS: at 50.72% examples, 667055 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:36:53,252 : INFO : EPOCH 3 - PROGRESS: at 51.04% examples, 667028 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:54,255 : INFO : EPOCH 3 - PROGRESS: at 51.34% examples, 667094 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:55,264 : INFO : EPOCH 3 - PROGRESS: at 51.68% examples, 667048 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:56,267 : INFO : EPOCH 3 - PROGRESS: at 51.99% examples, 666993 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:57,276 : INFO : EPOCH 3 - PROGRESS: at 52.29% examples, 666987 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:36:58,276 : INFO : EPOCH 3 - PROGRESS: at 52.61% examples, 666850 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:36:59,293 : INFO : EPOCH 3 - PROGRESS: at 52.92% examples, 666574 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:00,309 : INFO : EPOCH 3 - PROGRESS: at 53.24% examples, 666347 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:01,331 : INFO : EPOCH 3 - PROGRESS: at 53.52% examples, 665997 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:02,335 : INFO : EPOCH 3 - PROGRESS: at 53.80% examples, 665658 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:03,343 : INFO : EPOCH 3 - PROGRESS: at 54.17% examples, 666015 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:04,356 : INFO : EPOCH 3 - PROGRESS: at 54.53% examples, 666344 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:05,359 : INFO : EPOCH 3 - PROGRESS: at 54.89% examples, 666736 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:06,360 : INFO : EPOCH 3 - PROGRESS: at 55.23% examples, 667094 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:07,366 : INFO : EPOCH 3 - PROGRESS: at 55.59% examples, 667445 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:37:08,367 : INFO : EPOCH 3 - PROGRESS: at 55.93% examples, 667802 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:37:09,374 : INFO : EPOCH 3 - PROGRESS: at 56.27% examples, 668196 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:37:10,377 : INFO : EPOCH 3 - PROGRESS: at 56.64% examples, 668480 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:11,389 : INFO : EPOCH 3 - PROGRESS: at 57.00% examples, 668849 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:37:12,395 : INFO : EPOCH 3 - PROGRESS: at 57.38% examples, 669126 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:13,398 : INFO : EPOCH 3 - PROGRESS: at 57.73% examples, 669468 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:14,410 : INFO : EPOCH 3 - PROGRESS: at 58.10% examples, 669787 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:15,415 : INFO : EPOCH 3 - PROGRESS: at 58.46% examples, 670110 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:16,434 : INFO : EPOCH 3 - PROGRESS: at 58.81% examples, 670372 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:17,436 : INFO : EPOCH 3 - PROGRESS: at 59.19% examples, 670646 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:18,440 : INFO : EPOCH 3 - PROGRESS: at 59.57% examples, 670961 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:19,446 : INFO : EPOCH 3 - PROGRESS: at 59.93% examples, 671257 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:20,461 : INFO : EPOCH 3 - PROGRESS: at 60.28% examples, 671561 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:21,462 : INFO : EPOCH 3 - PROGRESS: at 60.62% examples, 671863 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:22,467 : INFO : EPOCH 3 - PROGRESS: at 60.98% examples, 672163 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:23,472 : INFO : EPOCH 3 - PROGRESS: at 61.35% examples, 672463 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:24,479 : INFO : EPOCH 3 - PROGRESS: at 61.69% examples, 672785 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:25,486 : INFO : EPOCH 3 - PROGRESS: at 62.05% examples, 673065 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:26,492 : INFO : EPOCH 3 - PROGRESS: at 62.39% examples, 673374 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:27,503 : INFO : EPOCH 3 - PROGRESS: at 62.71% examples, 673637 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:28,524 : INFO : EPOCH 3 - PROGRESS: at 63.09% examples, 673880 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:29,527 : INFO : EPOCH 3 - PROGRESS: at 63.45% examples, 674185 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:30,528 : INFO : EPOCH 3 - PROGRESS: at 63.79% examples, 674483 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:31,537 : INFO : EPOCH 3 - PROGRESS: at 64.14% examples, 674782 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:32,538 : INFO : EPOCH 3 - PROGRESS: at 64.50% examples, 675074 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:33,539 : INFO : EPOCH 3 - PROGRESS: at 64.82% examples, 675399 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:34,551 : INFO : EPOCH 3 - PROGRESS: at 65.17% examples, 675665 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:35,552 : INFO : EPOCH 3 - PROGRESS: at 65.53% examples, 675970 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:36,567 : INFO : EPOCH 3 - PROGRESS: at 65.91% examples, 676201 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:37,570 : INFO : EPOCH 3 - PROGRESS: at 66.26% examples, 676445 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:38,578 : INFO : EPOCH 3 - PROGRESS: at 66.61% examples, 676756 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:39,583 : INFO : EPOCH 3 - PROGRESS: at 66.96% examples, 676963 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:40,589 : INFO : EPOCH 3 - PROGRESS: at 67.32% examples, 677272 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:41,596 : INFO : EPOCH 3 - PROGRESS: at 67.70% examples, 677480 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:42,603 : INFO : EPOCH 3 - PROGRESS: at 68.05% examples, 677749 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:43,607 : INFO : EPOCH 3 - PROGRESS: at 68.41% examples, 678034 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:44,614 : INFO : EPOCH 3 - PROGRESS: at 68.76% examples, 678359 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:45,615 : INFO : EPOCH 3 - PROGRESS: at 69.12% examples, 678541 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:46,631 : INFO : EPOCH 3 - PROGRESS: at 69.48% examples, 678749 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:47,640 : INFO : EPOCH 3 - PROGRESS: at 69.82% examples, 679009 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:48,645 : INFO : EPOCH 3 - PROGRESS: at 70.17% examples, 679155 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:49,649 : INFO : EPOCH 3 - PROGRESS: at 70.55% examples, 679347 words/s, in_qsize 8, out_qsize 1
2020-07-24 02:37:50,673 : INFO : EPOCH 3 - PROGRESS: at 70.90% examples, 679564 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:51,691 : INFO : EPOCH 3 - PROGRESS: at 71.25% examples, 679793 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:52,695 : INFO : EPOCH 3 - PROGRESS: at 71.58% examples, 680032 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:37:53,697 : INFO : EPOCH 3 - PROGRESS: at 71.93% examples, 680293 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:54,702 : INFO : EPOCH 3 - PROGRESS: at 72.29% examples, 680499 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:37:55,715 : INFO : EPOCH 3 - PROGRESS: at 72.64% examples, 680723 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:56,720 : INFO : EPOCH 3 - PROGRESS: at 72.99% examples, 680878 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:57,725 : INFO : EPOCH 3 - PROGRESS: at 73.32% examples, 680782 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:58,750 : INFO : EPOCH 3 - PROGRESS: at 73.64% examples, 680663 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:37:59,754 : INFO : EPOCH 3 - PROGRESS: at 73.97% examples, 680588 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:00,758 : INFO : EPOCH 3 - PROGRESS: at 74.27% examples, 680543 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:01,776 : INFO : EPOCH 3 - PROGRESS: at 74.60% examples, 680409 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:02,781 : INFO : EPOCH 3 - PROGRESS: at 74.93% examples, 680308 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:03,796 : INFO : EPOCH 3 - PROGRESS: at 75.22% examples, 680228 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:04,802 : INFO : EPOCH 3 - PROGRESS: at 75.53% examples, 680152 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:05,806 : INFO : EPOCH 3 - PROGRESS: at 75.85% examples, 680076 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:06,811 : INFO : EPOCH 3 - PROGRESS: at 76.19% examples, 680010 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:07,816 : INFO : EPOCH 3 - PROGRESS: at 76.51% examples, 679901 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:08,820 : INFO : EPOCH 3 - PROGRESS: at 76.83% examples, 679848 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:09,827 : INFO : EPOCH 3 - PROGRESS: at 77.15% examples, 679757 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:10,855 : INFO : EPOCH 3 - PROGRESS: at 77.47% examples, 679614 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:11,858 : INFO : EPOCH 3 - PROGRESS: at 77.77% examples, 679553 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:12,865 : INFO : EPOCH 3 - PROGRESS: at 78.11% examples, 679476 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:13,886 : INFO : EPOCH 3 - PROGRESS: at 78.43% examples, 679400 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:14,897 : INFO : EPOCH 3 - PROGRESS: at 78.75% examples, 679356 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:15,907 : INFO : EPOCH 3 - PROGRESS: at 79.09% examples, 679228 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:16,927 : INFO : EPOCH 3 - PROGRESS: at 79.42% examples, 679140 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:38:17,929 : INFO : EPOCH 3 - PROGRESS: at 79.75% examples, 679117 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:18,951 : INFO : EPOCH 3 - PROGRESS: at 80.08% examples, 679022 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:19,952 : INFO : EPOCH 3 - PROGRESS: at 80.39% examples, 678967 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:20,954 : INFO : EPOCH 3 - PROGRESS: at 80.68% examples, 678956 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:21,955 : INFO : EPOCH 3 - PROGRESS: at 81.01% examples, 678880 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:22,958 : INFO : EPOCH 3 - PROGRESS: at 81.38% examples, 678738 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:23,962 : INFO : EPOCH 3 - PROGRESS: at 81.72% examples, 678678 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:38:24,966 : INFO : EPOCH 3 - PROGRESS: at 82.01% examples, 678635 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:38:25,977 : INFO : EPOCH 3 - PROGRESS: at 82.33% examples, 678558 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:26,981 : INFO : EPOCH 3 - PROGRESS: at 82.67% examples, 678495 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:27,992 : INFO : EPOCH 3 - PROGRESS: at 83.01% examples, 678427 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:28,996 : INFO : EPOCH 3 - PROGRESS: at 83.32% examples, 678375 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:29,998 : INFO : EPOCH 3 - PROGRESS: at 83.67% examples, 678293 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:30,999 : INFO : EPOCH 3 - PROGRESS: at 84.00% examples, 678171 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:38:32,000 : INFO : EPOCH 3 - PROGRESS: at 84.34% examples, 678133 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:33,014 : INFO : EPOCH 3 - PROGRESS: at 84.65% examples, 678054 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:34,016 : INFO : EPOCH 3 - PROGRESS: at 84.97% examples, 678008 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:35,020 : INFO : EPOCH 3 - PROGRESS: at 85.28% examples, 677963 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:36,021 : INFO : EPOCH 3 - PROGRESS: at 85.56% examples, 677931 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:37,021 : INFO : EPOCH 3 - PROGRESS: at 85.89% examples, 677886 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:38,026 : INFO : EPOCH 3 - PROGRESS: at 86.19% examples, 677833 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:39,033 : INFO : EPOCH 3 - PROGRESS: at 86.51% examples, 677802 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:40,065 : INFO : EPOCH 3 - PROGRESS: at 86.83% examples, 677756 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:41,066 : INFO : EPOCH 3 - PROGRESS: at 87.16% examples, 677734 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:38:42,084 : INFO : EPOCH 3 - PROGRESS: at 87.48% examples, 677642 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:43,097 : INFO : EPOCH 3 - PROGRESS: at 87.81% examples, 677591 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:44,104 : INFO : EPOCH 3 - PROGRESS: at 88.15% examples, 677560 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:38:45,109 : INFO : EPOCH 3 - PROGRESS: at 88.47% examples, 677515 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:46,122 : INFO : EPOCH 3 - PROGRESS: at 88.79% examples, 677446 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:47,126 : INFO : EPOCH 3 - PROGRESS: at 89.06% examples, 677429 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:48,134 : INFO : EPOCH 3 - PROGRESS: at 89.40% examples, 677347 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:49,148 : INFO : EPOCH 3 - PROGRESS: at 89.70% examples, 677300 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:50,149 : INFO : EPOCH 3 - PROGRESS: at 90.04% examples, 677231 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:51,150 : INFO : EPOCH 3 - PROGRESS: at 90.39% examples, 677143 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:38:52,163 : INFO : EPOCH 3 - PROGRESS: at 90.72% examples, 677084 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:53,174 : INFO : EPOCH 3 - PROGRESS: at 91.03% examples, 677038 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:54,182 : INFO : EPOCH 3 - PROGRESS: at 91.32% examples, 677001 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:55,210 : INFO : EPOCH 3 - PROGRESS: at 91.66% examples, 676917 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:56,221 : INFO : EPOCH 3 - PROGRESS: at 92.00% examples, 676810 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:38:57,245 : INFO : EPOCH 3 - PROGRESS: at 92.33% examples, 676755 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:58,255 : INFO : EPOCH 3 - PROGRESS: at 92.64% examples, 676768 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:38:59,273 : INFO : EPOCH 3 - PROGRESS: at 92.96% examples, 676707 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:00,276 : INFO : EPOCH 3 - PROGRESS: at 93.30% examples, 676626 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:01,283 : INFO : EPOCH 3 - PROGRESS: at 93.64% examples, 676548 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:02,284 : INFO : EPOCH 3 - PROGRESS: at 93.95% examples, 676467 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:03,298 : INFO : EPOCH 3 - PROGRESS: at 94.26% examples, 676436 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:04,305 : INFO : EPOCH 3 - PROGRESS: at 94.58% examples, 676411 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:05,320 : INFO : EPOCH 3 - PROGRESS: at 94.93% examples, 676332 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:06,334 : INFO : EPOCH 3 - PROGRESS: at 95.26% examples, 676292 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:07,341 : INFO : EPOCH 3 - PROGRESS: at 95.56% examples, 676300 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:08,342 : INFO : EPOCH 3 - PROGRESS: at 95.89% examples, 676234 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:39:09,350 : INFO : EPOCH 3 - PROGRESS: at 96.20% examples, 676197 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:10,351 : INFO : EPOCH 3 - PROGRESS: at 96.53% examples, 676207 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:11,359 : INFO : EPOCH 3 - PROGRESS: at 96.85% examples, 676166 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:12,366 : INFO : EPOCH 3 - PROGRESS: at 97.18% examples, 676121 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:13,368 : INFO : EPOCH 3 - PROGRESS: at 97.51% examples, 676098 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:14,370 : INFO : EPOCH 3 - PROGRESS: at 97.82% examples, 676031 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:15,383 : INFO : EPOCH 3 - PROGRESS: at 98.14% examples, 675944 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:16,392 : INFO : EPOCH 3 - PROGRESS: at 98.49% examples, 675878 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:17,397 : INFO : EPOCH 3 - PROGRESS: at 98.81% examples, 675827 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:18,398 : INFO : EPOCH 3 - PROGRESS: at 99.15% examples, 675806 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:19,409 : INFO : EPOCH 3 - PROGRESS: at 99.48% examples, 675728 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:20,416 : INFO : EPOCH 3 - PROGRESS: at 99.77% examples, 675699 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:21,160 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 02:39:21,167 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 02:39:21,174 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 02:39:21,180 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 02:39:21,181 : INFO : EPOCH - 3 : training on 265612569 raw words (206851448 effective words) took 306.1s, 675727 effective words/s
2020-07-24 02:39:22,193 : INFO : EPOCH 4 - PROGRESS: at 0.31% examples, 653090 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:23,196 : INFO : EPOCH 4 - PROGRESS: at 0.65% examples, 656234 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:24,197 : INFO : EPOCH 4 - PROGRESS: at 0.94% examples, 657302 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:25,199 : INFO : EPOCH 4 - PROGRESS: at 1.26% examples, 660364 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:26,206 : INFO : EPOCH 4 - PROGRESS: at 1.60% examples, 659029 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:27,206 : INFO : EPOCH 4 - PROGRESS: at 1.92% examples, 662167 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:28,221 : INFO : EPOCH 4 - PROGRESS: at 2.24% examples, 661701 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:39:29,222 : INFO : EPOCH 4 - PROGRESS: at 2.53% examples, 663453 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:39:30,224 : INFO : EPOCH 4 - PROGRESS: at 2.85% examples, 664263 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:31,224 : INFO : EPOCH 4 - PROGRESS: at 3.16% examples, 663469 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:32,239 : INFO : EPOCH 4 - PROGRESS: at 3.48% examples, 663595 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:33,239 : INFO : EPOCH 4 - PROGRESS: at 3.82% examples, 663750 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:39:34,257 : INFO : EPOCH 4 - PROGRESS: at 4.12% examples, 663862 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:35,263 : INFO : EPOCH 4 - PROGRESS: at 4.43% examples, 663940 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:36,264 : INFO : EPOCH 4 - PROGRESS: at 4.76% examples, 662873 words/s, in_qsize 6, out_qsize 2
2020-07-24 02:39:37,268 : INFO : EPOCH 4 - PROGRESS: at 5.07% examples, 662635 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:38,272 : INFO : EPOCH 4 - PROGRESS: at 5.42% examples, 662933 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:39,279 : INFO : EPOCH 4 - PROGRESS: at 5.72% examples, 661193 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:40,297 : INFO : EPOCH 4 - PROGRESS: at 6.03% examples, 659501 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:41,301 : INFO : EPOCH 4 - PROGRESS: at 6.32% examples, 657718 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:42,333 : INFO : EPOCH 4 - PROGRESS: at 6.60% examples, 653046 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:43,346 : INFO : EPOCH 4 - PROGRESS: at 6.96% examples, 657143 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:44,349 : INFO : EPOCH 4 - PROGRESS: at 7.33% examples, 660389 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:45,350 : INFO : EPOCH 4 - PROGRESS: at 7.65% examples, 663479 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:46,369 : INFO : EPOCH 4 - PROGRESS: at 7.97% examples, 665463 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:47,380 : INFO : EPOCH 4 - PROGRESS: at 8.34% examples, 668492 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:48,382 : INFO : EPOCH 4 - PROGRESS: at 8.71% examples, 670837 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:49,383 : INFO : EPOCH 4 - PROGRESS: at 9.07% examples, 672670 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:50,394 : INFO : EPOCH 4 - PROGRESS: at 9.44% examples, 674312 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:51,407 : INFO : EPOCH 4 - PROGRESS: at 9.78% examples, 676279 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:52,421 : INFO : EPOCH 4 - PROGRESS: at 10.14% examples, 678161 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:53,421 : INFO : EPOCH 4 - PROGRESS: at 10.50% examples, 679951 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:54,430 : INFO : EPOCH 4 - PROGRESS: at 10.86% examples, 681397 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:55,430 : INFO : EPOCH 4 - PROGRESS: at 11.22% examples, 682707 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:56,442 : INFO : EPOCH 4 - PROGRESS: at 11.59% examples, 683712 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:57,443 : INFO : EPOCH 4 - PROGRESS: at 11.94% examples, 684919 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:39:58,445 : INFO : EPOCH 4 - PROGRESS: at 12.30% examples, 686069 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:39:59,451 : INFO : EPOCH 4 - PROGRESS: at 12.66% examples, 687318 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:00,463 : INFO : EPOCH 4 - PROGRESS: at 13.01% examples, 688347 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:01,469 : INFO : EPOCH 4 - PROGRESS: at 13.39% examples, 689574 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:40:02,469 : INFO : EPOCH 4 - PROGRESS: at 13.72% examples, 690785 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:03,471 : INFO : EPOCH 4 - PROGRESS: at 14.08% examples, 691219 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:04,475 : INFO : EPOCH 4 - PROGRESS: at 14.44% examples, 692253 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:05,484 : INFO : EPOCH 4 - PROGRESS: at 14.80% examples, 693175 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:06,485 : INFO : EPOCH 4 - PROGRESS: at 15.16% examples, 693837 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:07,487 : INFO : EPOCH 4 - PROGRESS: at 15.49% examples, 694730 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:08,492 : INFO : EPOCH 4 - PROGRESS: at 15.86% examples, 695240 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:09,517 : INFO : EPOCH 4 - PROGRESS: at 16.23% examples, 695772 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:10,529 : INFO : EPOCH 4 - PROGRESS: at 16.58% examples, 696540 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:11,538 : INFO : EPOCH 4 - PROGRESS: at 16.91% examples, 697228 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:12,540 : INFO : EPOCH 4 - PROGRESS: at 17.27% examples, 697982 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:13,556 : INFO : EPOCH 4 - PROGRESS: at 17.62% examples, 698551 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:14,558 : INFO : EPOCH 4 - PROGRESS: at 17.98% examples, 699120 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:40:15,569 : INFO : EPOCH 4 - PROGRESS: at 18.34% examples, 699483 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:16,570 : INFO : EPOCH 4 - PROGRESS: at 18.71% examples, 700273 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:17,578 : INFO : EPOCH 4 - PROGRESS: at 19.05% examples, 700721 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:18,586 : INFO : EPOCH 4 - PROGRESS: at 19.40% examples, 701490 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:19,587 : INFO : EPOCH 4 - PROGRESS: at 19.76% examples, 701797 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:20,587 : INFO : EPOCH 4 - PROGRESS: at 20.12% examples, 702354 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:40:21,591 : INFO : EPOCH 4 - PROGRESS: at 20.46% examples, 702558 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:22,603 : INFO : EPOCH 4 - PROGRESS: at 20.80% examples, 703088 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:23,613 : INFO : EPOCH 4 - PROGRESS: at 21.13% examples, 703263 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:40:24,620 : INFO : EPOCH 4 - PROGRESS: at 21.49% examples, 703550 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:25,623 : INFO : EPOCH 4 - PROGRESS: at 21.86% examples, 703828 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:26,629 : INFO : EPOCH 4 - PROGRESS: at 22.21% examples, 704200 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:27,631 : INFO : EPOCH 4 - PROGRESS: at 22.54% examples, 704625 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:28,648 : INFO : EPOCH 4 - PROGRESS: at 22.91% examples, 704933 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:29,655 : INFO : EPOCH 4 - PROGRESS: at 23.26% examples, 705245 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:30,661 : INFO : EPOCH 4 - PROGRESS: at 23.64% examples, 705455 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:31,663 : INFO : EPOCH 4 - PROGRESS: at 24.00% examples, 705826 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:32,665 : INFO : EPOCH 4 - PROGRESS: at 24.37% examples, 706121 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:33,666 : INFO : EPOCH 4 - PROGRESS: at 24.74% examples, 706537 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:34,668 : INFO : EPOCH 4 - PROGRESS: at 25.09% examples, 706811 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:35,670 : INFO : EPOCH 4 - PROGRESS: at 25.46% examples, 707277 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:36,671 : INFO : EPOCH 4 - PROGRESS: at 25.81% examples, 707687 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:37,685 : INFO : EPOCH 4 - PROGRESS: at 26.15% examples, 708012 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:38,696 : INFO : EPOCH 4 - PROGRESS: at 26.50% examples, 708439 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:39,704 : INFO : EPOCH 4 - PROGRESS: at 26.88% examples, 708628 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:40:40,705 : INFO : EPOCH 4 - PROGRESS: at 27.23% examples, 708925 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:41,719 : INFO : EPOCH 4 - PROGRESS: at 27.57% examples, 709116 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:42,721 : INFO : EPOCH 4 - PROGRESS: at 27.93% examples, 709486 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:43,724 : INFO : EPOCH 4 - PROGRESS: at 28.29% examples, 709545 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:44,727 : INFO : EPOCH 4 - PROGRESS: at 28.61% examples, 709904 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:45,729 : INFO : EPOCH 4 - PROGRESS: at 28.98% examples, 710195 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:46,743 : INFO : EPOCH 4 - PROGRESS: at 29.32% examples, 710288 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:47,745 : INFO : EPOCH 4 - PROGRESS: at 29.67% examples, 710522 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:48,767 : INFO : EPOCH 4 - PROGRESS: at 30.04% examples, 710700 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:49,779 : INFO : EPOCH 4 - PROGRESS: at 30.41% examples, 711005 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:50,797 : INFO : EPOCH 4 - PROGRESS: at 30.76% examples, 711239 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:51,809 : INFO : EPOCH 4 - PROGRESS: at 31.12% examples, 711316 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:52,818 : INFO : EPOCH 4 - PROGRESS: at 31.46% examples, 711670 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:53,818 : INFO : EPOCH 4 - PROGRESS: at 31.85% examples, 711911 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:54,823 : INFO : EPOCH 4 - PROGRESS: at 32.24% examples, 711944 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:55,842 : INFO : EPOCH 4 - PROGRESS: at 32.62% examples, 712072 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:56,851 : INFO : EPOCH 4 - PROGRESS: at 32.97% examples, 712314 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:57,855 : INFO : EPOCH 4 - PROGRESS: at 33.30% examples, 712565 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:40:58,857 : INFO : EPOCH 4 - PROGRESS: at 33.68% examples, 712896 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:40:59,860 : INFO : EPOCH 4 - PROGRESS: at 34.03% examples, 713106 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:00,870 : INFO : EPOCH 4 - PROGRESS: at 34.39% examples, 713249 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:01,871 : INFO : EPOCH 4 - PROGRESS: at 34.74% examples, 713433 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:02,880 : INFO : EPOCH 4 - PROGRESS: at 35.09% examples, 713539 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:03,881 : INFO : EPOCH 4 - PROGRESS: at 35.46% examples, 713755 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:04,887 : INFO : EPOCH 4 - PROGRESS: at 35.80% examples, 713861 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:05,888 : INFO : EPOCH 4 - PROGRESS: at 36.16% examples, 714033 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:06,895 : INFO : EPOCH 4 - PROGRESS: at 36.53% examples, 714138 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:07,900 : INFO : EPOCH 4 - PROGRESS: at 36.90% examples, 714236 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:08,908 : INFO : EPOCH 4 - PROGRESS: at 37.24% examples, 714479 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:09,919 : INFO : EPOCH 4 - PROGRESS: at 37.58% examples, 714593 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:10,920 : INFO : EPOCH 4 - PROGRESS: at 37.94% examples, 714714 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:11,927 : INFO : EPOCH 4 - PROGRESS: at 38.30% examples, 714931 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:12,929 : INFO : EPOCH 4 - PROGRESS: at 38.65% examples, 715172 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:13,934 : INFO : EPOCH 4 - PROGRESS: at 39.02% examples, 715281 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:14,939 : INFO : EPOCH 4 - PROGRESS: at 39.37% examples, 715416 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:15,941 : INFO : EPOCH 4 - PROGRESS: at 39.72% examples, 715530 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:16,942 : INFO : EPOCH 4 - PROGRESS: at 40.08% examples, 715674 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:17,950 : INFO : EPOCH 4 - PROGRESS: at 40.44% examples, 715786 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:18,967 : INFO : EPOCH 4 - PROGRESS: at 40.78% examples, 715849 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:19,978 : INFO : EPOCH 4 - PROGRESS: at 41.14% examples, 716039 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:20,988 : INFO : EPOCH 4 - PROGRESS: at 41.51% examples, 716181 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:21,997 : INFO : EPOCH 4 - PROGRESS: at 41.87% examples, 716379 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:23,003 : INFO : EPOCH 4 - PROGRESS: at 42.24% examples, 716402 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:24,007 : INFO : EPOCH 4 - PROGRESS: at 42.59% examples, 716484 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:41:25,008 : INFO : EPOCH 4 - PROGRESS: at 42.96% examples, 716626 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:26,017 : INFO : EPOCH 4 - PROGRESS: at 43.32% examples, 716693 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:27,041 : INFO : EPOCH 4 - PROGRESS: at 43.69% examples, 716719 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:28,055 : INFO : EPOCH 4 - PROGRESS: at 44.04% examples, 716760 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:41:29,068 : INFO : EPOCH 4 - PROGRESS: at 44.41% examples, 716886 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:30,068 : INFO : EPOCH 4 - PROGRESS: at 44.76% examples, 716977 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:31,068 : INFO : EPOCH 4 - PROGRESS: at 45.12% examples, 717098 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:32,076 : INFO : EPOCH 4 - PROGRESS: at 45.47% examples, 717209 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:33,079 : INFO : EPOCH 4 - PROGRESS: at 45.82% examples, 717364 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:34,085 : INFO : EPOCH 4 - PROGRESS: at 46.16% examples, 717429 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:35,087 : INFO : EPOCH 4 - PROGRESS: at 46.53% examples, 717571 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:36,105 : INFO : EPOCH 4 - PROGRESS: at 46.88% examples, 717582 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:37,111 : INFO : EPOCH 4 - PROGRESS: at 47.22% examples, 717671 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:38,120 : INFO : EPOCH 4 - PROGRESS: at 47.60% examples, 717768 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:39,123 : INFO : EPOCH 4 - PROGRESS: at 47.96% examples, 717871 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:40,133 : INFO : EPOCH 4 - PROGRESS: at 48.28% examples, 717935 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:41,146 : INFO : EPOCH 4 - PROGRESS: at 48.64% examples, 718001 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:41:42,151 : INFO : EPOCH 4 - PROGRESS: at 48.99% examples, 718185 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:43,157 : INFO : EPOCH 4 - PROGRESS: at 49.32% examples, 718314 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:44,158 : INFO : EPOCH 4 - PROGRESS: at 49.69% examples, 718452 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:45,165 : INFO : EPOCH 4 - PROGRESS: at 50.03% examples, 718480 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:41:46,181 : INFO : EPOCH 4 - PROGRESS: at 50.40% examples, 718557 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:47,183 : INFO : EPOCH 4 - PROGRESS: at 50.76% examples, 718684 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:48,184 : INFO : EPOCH 4 - PROGRESS: at 51.10% examples, 718739 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:49,194 : INFO : EPOCH 4 - PROGRESS: at 51.45% examples, 718849 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:41:50,195 : INFO : EPOCH 4 - PROGRESS: at 51.80% examples, 718928 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:51,201 : INFO : EPOCH 4 - PROGRESS: at 52.14% examples, 718985 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:52,208 : INFO : EPOCH 4 - PROGRESS: at 52.50% examples, 719051 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:53,209 : INFO : EPOCH 4 - PROGRESS: at 52.86% examples, 719115 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:54,212 : INFO : EPOCH 4 - PROGRESS: at 53.21% examples, 719094 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:55,216 : INFO : EPOCH 4 - PROGRESS: at 53.55% examples, 719213 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:41:56,219 : INFO : EPOCH 4 - PROGRESS: at 53.88% examples, 719257 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:57,220 : INFO : EPOCH 4 - PROGRESS: at 54.25% examples, 719355 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:58,224 : INFO : EPOCH 4 - PROGRESS: at 54.61% examples, 719377 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:41:59,232 : INFO : EPOCH 4 - PROGRESS: at 54.97% examples, 719402 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:00,234 : INFO : EPOCH 4 - PROGRESS: at 55.31% examples, 719428 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:01,243 : INFO : EPOCH 4 - PROGRESS: at 55.67% examples, 719516 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:02,247 : INFO : EPOCH 4 - PROGRESS: at 56.02% examples, 719604 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:03,255 : INFO : EPOCH 4 - PROGRESS: at 56.37% examples, 719699 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:04,266 : INFO : EPOCH 4 - PROGRESS: at 56.73% examples, 719746 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:05,270 : INFO : EPOCH 4 - PROGRESS: at 57.09% examples, 719760 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:06,276 : INFO : EPOCH 4 - PROGRESS: at 57.46% examples, 719762 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:07,292 : INFO : EPOCH 4 - PROGRESS: at 57.82% examples, 719817 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:08,297 : INFO : EPOCH 4 - PROGRESS: at 58.20% examples, 719878 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:09,305 : INFO : EPOCH 4 - PROGRESS: at 58.56% examples, 719972 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:10,308 : INFO : EPOCH 4 - PROGRESS: at 58.91% examples, 720036 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:11,319 : INFO : EPOCH 4 - PROGRESS: at 59.29% examples, 720055 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:12,325 : INFO : EPOCH 4 - PROGRESS: at 59.68% examples, 720077 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:13,332 : INFO : EPOCH 4 - PROGRESS: at 60.03% examples, 720168 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:14,338 : INFO : EPOCH 4 - PROGRESS: at 60.39% examples, 720259 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:15,358 : INFO : EPOCH 4 - PROGRESS: at 60.73% examples, 720297 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:16,366 : INFO : EPOCH 4 - PROGRESS: at 61.10% examples, 720341 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:17,366 : INFO : EPOCH 4 - PROGRESS: at 61.45% examples, 720421 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:18,374 : INFO : EPOCH 4 - PROGRESS: at 61.80% examples, 720456 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:19,391 : INFO : EPOCH 4 - PROGRESS: at 62.14% examples, 720352 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:20,402 : INFO : EPOCH 4 - PROGRESS: at 62.46% examples, 720256 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:21,413 : INFO : EPOCH 4 - PROGRESS: at 62.78% examples, 719965 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:22,426 : INFO : EPOCH 4 - PROGRESS: at 63.10% examples, 719443 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:23,430 : INFO : EPOCH 4 - PROGRESS: at 63.46% examples, 719456 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:24,432 : INFO : EPOCH 4 - PROGRESS: at 63.80% examples, 719539 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:25,435 : INFO : EPOCH 4 - PROGRESS: at 64.15% examples, 719644 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:26,447 : INFO : EPOCH 4 - PROGRESS: at 64.51% examples, 719680 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:42:27,450 : INFO : EPOCH 4 - PROGRESS: at 64.84% examples, 719840 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:28,452 : INFO : EPOCH 4 - PROGRESS: at 65.19% examples, 719922 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:29,460 : INFO : EPOCH 4 - PROGRESS: at 65.55% examples, 719926 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:42:30,467 : INFO : EPOCH 4 - PROGRESS: at 65.93% examples, 720008 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:31,482 : INFO : EPOCH 4 - PROGRESS: at 66.28% examples, 720071 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:32,483 : INFO : EPOCH 4 - PROGRESS: at 66.62% examples, 720156 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:33,507 : INFO : EPOCH 4 - PROGRESS: at 66.99% examples, 720184 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:34,509 : INFO : EPOCH 4 - PROGRESS: at 67.35% examples, 720247 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:35,525 : INFO : EPOCH 4 - PROGRESS: at 67.73% examples, 720283 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:36,525 : INFO : EPOCH 4 - PROGRESS: at 68.09% examples, 720357 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:37,527 : INFO : EPOCH 4 - PROGRESS: at 68.45% examples, 720471 words/s, in_qsize 7, out_qsize 1
2020-07-24 02:42:38,528 : INFO : EPOCH 4 - PROGRESS: at 68.79% examples, 720585 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:42:39,535 : INFO : EPOCH 4 - PROGRESS: at 69.16% examples, 720604 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:40,551 : INFO : EPOCH 4 - PROGRESS: at 69.52% examples, 720572 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:41,560 : INFO : EPOCH 4 - PROGRESS: at 69.85% examples, 720663 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:42,567 : INFO : EPOCH 4 - PROGRESS: at 70.21% examples, 720730 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:43,576 : INFO : EPOCH 4 - PROGRESS: at 70.61% examples, 720759 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:44,591 : INFO : EPOCH 4 - PROGRESS: at 70.96% examples, 720791 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:45,600 : INFO : EPOCH 4 - PROGRESS: at 71.28% examples, 720813 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:46,603 : INFO : EPOCH 4 - PROGRESS: at 71.62% examples, 720935 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:47,610 : INFO : EPOCH 4 - PROGRESS: at 71.99% examples, 720999 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:48,620 : INFO : EPOCH 4 - PROGRESS: at 72.34% examples, 721006 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:42:49,635 : INFO : EPOCH 4 - PROGRESS: at 72.70% examples, 721056 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:50,635 : INFO : EPOCH 4 - PROGRESS: at 73.05% examples, 721119 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:51,643 : INFO : EPOCH 4 - PROGRESS: at 73.42% examples, 721136 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:52,656 : INFO : EPOCH 4 - PROGRESS: at 73.77% examples, 721165 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:53,678 : INFO : EPOCH 4 - PROGRESS: at 74.12% examples, 721191 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:54,701 : INFO : EPOCH 4 - PROGRESS: at 74.47% examples, 721210 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:55,706 : INFO : EPOCH 4 - PROGRESS: at 74.83% examples, 721318 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:56,708 : INFO : EPOCH 4 - PROGRESS: at 75.18% examples, 721351 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:57,711 : INFO : EPOCH 4 - PROGRESS: at 75.51% examples, 721395 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:58,726 : INFO : EPOCH 4 - PROGRESS: at 75.87% examples, 721470 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:42:59,729 : INFO : EPOCH 4 - PROGRESS: at 76.24% examples, 721537 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:00,731 : INFO : EPOCH 4 - PROGRESS: at 76.60% examples, 721526 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:01,735 : INFO : EPOCH 4 - PROGRESS: at 76.94% examples, 721605 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:43:02,740 : INFO : EPOCH 4 - PROGRESS: at 77.30% examples, 721630 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:03,752 : INFO : EPOCH 4 - PROGRESS: at 77.64% examples, 721651 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:43:04,753 : INFO : EPOCH 4 - PROGRESS: at 78.00% examples, 721695 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:05,754 : INFO : EPOCH 4 - PROGRESS: at 78.35% examples, 721740 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:06,760 : INFO : EPOCH 4 - PROGRESS: at 78.69% examples, 721728 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:07,770 : INFO : EPOCH 4 - PROGRESS: at 79.07% examples, 721747 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:08,776 : INFO : EPOCH 4 - PROGRESS: at 79.44% examples, 721815 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:09,785 : INFO : EPOCH 4 - PROGRESS: at 79.79% examples, 721830 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:10,791 : INFO : EPOCH 4 - PROGRESS: at 80.15% examples, 721934 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:11,793 : INFO : EPOCH 4 - PROGRESS: at 80.48% examples, 721951 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:43:12,794 : INFO : EPOCH 4 - PROGRESS: at 80.81% examples, 722005 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:13,810 : INFO : EPOCH 4 - PROGRESS: at 81.21% examples, 722014 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:14,812 : INFO : EPOCH 4 - PROGRESS: at 81.60% examples, 722029 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:15,822 : INFO : EPOCH 4 - PROGRESS: at 81.94% examples, 722051 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:16,840 : INFO : EPOCH 4 - PROGRESS: at 82.29% examples, 722127 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:17,846 : INFO : EPOCH 4 - PROGRESS: at 82.66% examples, 722171 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:18,850 : INFO : EPOCH 4 - PROGRESS: at 83.04% examples, 722194 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:19,861 : INFO : EPOCH 4 - PROGRESS: at 83.38% examples, 722249 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:20,876 : INFO : EPOCH 4 - PROGRESS: at 83.77% examples, 722262 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:21,876 : INFO : EPOCH 4 - PROGRESS: at 84.15% examples, 722324 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:22,877 : INFO : EPOCH 4 - PROGRESS: at 84.51% examples, 722341 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:43:23,882 : INFO : EPOCH 4 - PROGRESS: at 84.85% examples, 722324 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:24,882 : INFO : EPOCH 4 - PROGRESS: at 85.20% examples, 722390 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:25,891 : INFO : EPOCH 4 - PROGRESS: at 85.51% examples, 722365 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:26,902 : INFO : EPOCH 4 - PROGRESS: at 85.86% examples, 722426 words/s, in_qsize 8, out_qsize 1
2020-07-24 02:43:27,907 : INFO : EPOCH 4 - PROGRESS: at 86.20% examples, 722521 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:28,912 : INFO : EPOCH 4 - PROGRESS: at 86.54% examples, 722559 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:29,918 : INFO : EPOCH 4 - PROGRESS: at 86.90% examples, 722625 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:30,920 : INFO : EPOCH 4 - PROGRESS: at 87.26% examples, 722650 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:31,923 : INFO : EPOCH 4 - PROGRESS: at 87.62% examples, 722713 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:32,924 : INFO : EPOCH 4 - PROGRESS: at 87.97% examples, 722682 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:33,927 : INFO : EPOCH 4 - PROGRESS: at 88.32% examples, 722743 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:34,935 : INFO : EPOCH 4 - PROGRESS: at 88.68% examples, 722785 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:35,938 : INFO : EPOCH 4 - PROGRESS: at 89.00% examples, 722836 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:36,942 : INFO : EPOCH 4 - PROGRESS: at 89.36% examples, 722839 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:37,960 : INFO : EPOCH 4 - PROGRESS: at 89.69% examples, 722877 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:38,970 : INFO : EPOCH 4 - PROGRESS: at 90.08% examples, 722879 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:39,975 : INFO : EPOCH 4 - PROGRESS: at 90.45% examples, 722873 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:40,983 : INFO : EPOCH 4 - PROGRESS: at 90.81% examples, 722886 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:41,987 : INFO : EPOCH 4 - PROGRESS: at 91.15% examples, 722955 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:42,999 : INFO : EPOCH 4 - PROGRESS: at 91.50% examples, 723011 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:44,009 : INFO : EPOCH 4 - PROGRESS: at 91.87% examples, 723002 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:45,019 : INFO : EPOCH 4 - PROGRESS: at 92.23% examples, 723049 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:46,020 : INFO : EPOCH 4 - PROGRESS: at 92.57% examples, 723083 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:47,020 : INFO : EPOCH 4 - PROGRESS: at 92.91% examples, 723106 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:48,023 : INFO : EPOCH 4 - PROGRESS: at 93.28% examples, 723106 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:49,040 : INFO : EPOCH 4 - PROGRESS: at 93.67% examples, 723100 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:50,044 : INFO : EPOCH 4 - PROGRESS: at 94.03% examples, 723158 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:51,057 : INFO : EPOCH 4 - PROGRESS: at 94.35% examples, 723175 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:52,057 : INFO : EPOCH 4 - PROGRESS: at 94.72% examples, 723217 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:53,059 : INFO : EPOCH 4 - PROGRESS: at 95.07% examples, 723201 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:43:54,078 : INFO : EPOCH 4 - PROGRESS: at 95.42% examples, 723225 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:55,080 : INFO : EPOCH 4 - PROGRESS: at 95.78% examples, 723258 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:56,094 : INFO : EPOCH 4 - PROGRESS: at 96.14% examples, 723273 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:43:57,110 : INFO : EPOCH 4 - PROGRESS: at 96.48% examples, 723311 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:58,112 : INFO : EPOCH 4 - PROGRESS: at 96.84% examples, 723339 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:43:59,118 : INFO : EPOCH 4 - PROGRESS: at 97.20% examples, 723342 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:00,133 : INFO : EPOCH 4 - PROGRESS: at 97.56% examples, 723320 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:01,141 : INFO : EPOCH 4 - PROGRESS: at 97.91% examples, 723322 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:02,171 : INFO : EPOCH 4 - PROGRESS: at 98.28% examples, 723329 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:03,180 : INFO : EPOCH 4 - PROGRESS: at 98.66% examples, 723378 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:04,195 : INFO : EPOCH 4 - PROGRESS: at 99.04% examples, 723369 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:05,198 : INFO : EPOCH 4 - PROGRESS: at 99.39% examples, 723411 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:06,201 : INFO : EPOCH 4 - PROGRESS: at 99.72% examples, 723429 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:07,057 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 02:44:07,065 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 02:44:07,069 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 02:44:07,073 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 02:44:07,074 : INFO : EPOCH - 4 : training on 265612569 raw words (206845227 effective words) took 285.9s, 723513 effective words/s
2020-07-24 02:44:08,084 : INFO : EPOCH 5 - PROGRESS: at 0.33% examples, 691875 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:09,102 : INFO : EPOCH 5 - PROGRESS: at 0.70% examples, 708980 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:10,114 : INFO : EPOCH 5 - PROGRESS: at 1.04% examples, 717037 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:11,115 : INFO : EPOCH 5 - PROGRESS: at 1.38% examples, 718791 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:12,132 : INFO : EPOCH 5 - PROGRESS: at 1.76% examples, 721113 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:13,138 : INFO : EPOCH 5 - PROGRESS: at 2.10% examples, 724094 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:14,140 : INFO : EPOCH 5 - PROGRESS: at 2.44% examples, 726746 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:15,149 : INFO : EPOCH 5 - PROGRESS: at 2.79% examples, 727668 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:16,151 : INFO : EPOCH 5 - PROGRESS: at 3.13% examples, 728020 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:17,155 : INFO : EPOCH 5 - PROGRESS: at 3.48% examples, 727691 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:18,158 : INFO : EPOCH 5 - PROGRESS: at 3.85% examples, 728807 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:19,187 : INFO : EPOCH 5 - PROGRESS: at 4.19% examples, 728681 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:20,191 : INFO : EPOCH 5 - PROGRESS: at 4.53% examples, 729091 words/s, in_qsize 8, out_qsize 1
2020-07-24 02:44:21,191 : INFO : EPOCH 5 - PROGRESS: at 4.90% examples, 729204 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:22,203 : INFO : EPOCH 5 - PROGRESS: at 5.26% examples, 729015 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:23,204 : INFO : EPOCH 5 - PROGRESS: at 5.63% examples, 729323 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:24,207 : INFO : EPOCH 5 - PROGRESS: at 5.97% examples, 729495 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:25,220 : INFO : EPOCH 5 - PROGRESS: at 6.32% examples, 728904 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:26,235 : INFO : EPOCH 5 - PROGRESS: at 6.67% examples, 729067 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:27,244 : INFO : EPOCH 5 - PROGRESS: at 7.03% examples, 729318 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:44:28,245 : INFO : EPOCH 5 - PROGRESS: at 7.37% examples, 729273 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:29,248 : INFO : EPOCH 5 - PROGRESS: at 7.72% examples, 729579 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:30,252 : INFO : EPOCH 5 - PROGRESS: at 8.05% examples, 729741 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:31,257 : INFO : EPOCH 5 - PROGRESS: at 8.41% examples, 729954 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:32,260 : INFO : EPOCH 5 - PROGRESS: at 8.78% examples, 729757 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:33,271 : INFO : EPOCH 5 - PROGRESS: at 9.13% examples, 729794 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:34,274 : INFO : EPOCH 5 - PROGRESS: at 9.52% examples, 729671 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:35,278 : INFO : EPOCH 5 - PROGRESS: at 9.85% examples, 730038 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:36,279 : INFO : EPOCH 5 - PROGRESS: at 10.20% examples, 729773 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:37,291 : INFO : EPOCH 5 - PROGRESS: at 10.58% examples, 729900 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:38,294 : INFO : EPOCH 5 - PROGRESS: at 10.94% examples, 730207 words/s, in_qsize 7, out_qsize 1
2020-07-24 02:44:39,300 : INFO : EPOCH 5 - PROGRESS: at 11.30% examples, 730090 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:40,317 : INFO : EPOCH 5 - PROGRESS: at 11.66% examples, 730074 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:41,322 : INFO : EPOCH 5 - PROGRESS: at 12.01% examples, 730320 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:42,332 : INFO : EPOCH 5 - PROGRESS: at 12.38% examples, 729811 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:44:43,340 : INFO : EPOCH 5 - PROGRESS: at 12.74% examples, 729840 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:44,343 : INFO : EPOCH 5 - PROGRESS: at 13.10% examples, 730144 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:45,363 : INFO : EPOCH 5 - PROGRESS: at 13.45% examples, 729906 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:46,364 : INFO : EPOCH 5 - PROGRESS: at 13.80% examples, 729877 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:47,366 : INFO : EPOCH 5 - PROGRESS: at 14.17% examples, 730003 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:48,367 : INFO : EPOCH 5 - PROGRESS: at 14.52% examples, 729846 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:49,373 : INFO : EPOCH 5 - PROGRESS: at 14.87% examples, 730016 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:50,374 : INFO : EPOCH 5 - PROGRESS: at 15.23% examples, 730095 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:51,375 : INFO : EPOCH 5 - PROGRESS: at 15.58% examples, 730154 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:52,378 : INFO : EPOCH 5 - PROGRESS: at 15.93% examples, 729871 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:53,380 : INFO : EPOCH 5 - PROGRESS: at 16.30% examples, 729790 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:54,399 : INFO : EPOCH 5 - PROGRESS: at 16.65% examples, 729555 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:44:55,411 : INFO : EPOCH 5 - PROGRESS: at 16.99% examples, 729503 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:44:56,417 : INFO : EPOCH 5 - PROGRESS: at 17.34% examples, 729743 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:57,425 : INFO : EPOCH 5 - PROGRESS: at 17.70% examples, 729664 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:58,434 : INFO : EPOCH 5 - PROGRESS: at 18.04% examples, 729635 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:44:59,443 : INFO : EPOCH 5 - PROGRESS: at 18.39% examples, 728731 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:00,448 : INFO : EPOCH 5 - PROGRESS: at 18.74% examples, 728088 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:01,450 : INFO : EPOCH 5 - PROGRESS: at 19.06% examples, 727000 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:02,451 : INFO : EPOCH 5 - PROGRESS: at 19.35% examples, 725195 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:03,452 : INFO : EPOCH 5 - PROGRESS: at 19.72% examples, 725287 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:04,461 : INFO : EPOCH 5 - PROGRESS: at 20.07% examples, 725224 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:05,465 : INFO : EPOCH 5 - PROGRESS: at 20.42% examples, 725420 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:06,469 : INFO : EPOCH 5 - PROGRESS: at 20.77% examples, 725592 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:07,474 : INFO : EPOCH 5 - PROGRESS: at 21.10% examples, 725698 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:08,493 : INFO : EPOCH 5 - PROGRESS: at 21.46% examples, 725787 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:09,500 : INFO : EPOCH 5 - PROGRESS: at 21.84% examples, 725972 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:10,501 : INFO : EPOCH 5 - PROGRESS: at 22.19% examples, 725972 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:11,504 : INFO : EPOCH 5 - PROGRESS: at 22.53% examples, 726050 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:12,513 : INFO : EPOCH 5 - PROGRESS: at 22.89% examples, 725998 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:13,526 : INFO : EPOCH 5 - PROGRESS: at 23.24% examples, 726257 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:14,530 : INFO : EPOCH 5 - PROGRESS: at 23.62% examples, 726167 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:15,532 : INFO : EPOCH 5 - PROGRESS: at 23.98% examples, 726200 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:16,541 : INFO : EPOCH 5 - PROGRESS: at 24.36% examples, 726241 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:17,543 : INFO : EPOCH 5 - PROGRESS: at 24.72% examples, 726270 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:18,545 : INFO : EPOCH 5 - PROGRESS: at 25.07% examples, 726378 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:19,548 : INFO : EPOCH 5 - PROGRESS: at 25.44% examples, 726413 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:20,559 : INFO : EPOCH 5 - PROGRESS: at 25.79% examples, 726522 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:21,560 : INFO : EPOCH 5 - PROGRESS: at 26.13% examples, 726737 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:22,561 : INFO : EPOCH 5 - PROGRESS: at 26.48% examples, 726802 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:23,564 : INFO : EPOCH 5 - PROGRESS: at 26.85% examples, 726666 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:24,571 : INFO : EPOCH 5 - PROGRESS: at 27.21% examples, 726781 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:45:25,574 : INFO : EPOCH 5 - PROGRESS: at 27.54% examples, 726785 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:26,577 : INFO : EPOCH 5 - PROGRESS: at 27.90% examples, 726983 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:27,577 : INFO : EPOCH 5 - PROGRESS: at 28.27% examples, 726930 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:28,582 : INFO : EPOCH 5 - PROGRESS: at 28.59% examples, 727162 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:29,594 : INFO : EPOCH 5 - PROGRESS: at 28.95% examples, 727118 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:45:30,599 : INFO : EPOCH 5 - PROGRESS: at 29.30% examples, 727259 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:31,599 : INFO : EPOCH 5 - PROGRESS: at 29.63% examples, 726814 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:32,622 : INFO : EPOCH 5 - PROGRESS: at 29.96% examples, 725931 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:33,622 : INFO : EPOCH 5 - PROGRESS: at 30.30% examples, 725283 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:34,630 : INFO : EPOCH 5 - PROGRESS: at 30.61% examples, 724523 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:35,642 : INFO : EPOCH 5 - PROGRESS: at 30.95% examples, 723819 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:36,652 : INFO : EPOCH 5 - PROGRESS: at 31.25% examples, 723086 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:37,661 : INFO : EPOCH 5 - PROGRESS: at 31.59% examples, 722509 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:38,668 : INFO : EPOCH 5 - PROGRESS: at 31.92% examples, 721739 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:39,674 : INFO : EPOCH 5 - PROGRESS: at 32.28% examples, 721074 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:40,692 : INFO : EPOCH 5 - PROGRESS: at 32.63% examples, 720389 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:41,698 : INFO : EPOCH 5 - PROGRESS: at 32.95% examples, 719803 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:45:42,700 : INFO : EPOCH 5 - PROGRESS: at 33.25% examples, 719232 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:43,705 : INFO : EPOCH 5 - PROGRESS: at 33.58% examples, 718738 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:44,727 : INFO : EPOCH 5 - PROGRESS: at 33.93% examples, 718154 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:45,749 : INFO : EPOCH 5 - PROGRESS: at 34.23% examples, 717713 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:46,752 : INFO : EPOCH 5 - PROGRESS: at 34.56% examples, 717101 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:47,753 : INFO : EPOCH 5 - PROGRESS: at 34.90% examples, 716591 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:48,758 : INFO : EPOCH 5 - PROGRESS: at 35.21% examples, 716112 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:49,758 : INFO : EPOCH 5 - PROGRESS: at 35.54% examples, 715617 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:50,760 : INFO : EPOCH 5 - PROGRESS: at 35.85% examples, 715098 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:51,765 : INFO : EPOCH 5 - PROGRESS: at 36.17% examples, 714533 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:45:52,771 : INFO : EPOCH 5 - PROGRESS: at 36.51% examples, 714005 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:53,781 : INFO : EPOCH 5 - PROGRESS: at 36.85% examples, 713364 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:54,793 : INFO : EPOCH 5 - PROGRESS: at 37.17% examples, 713097 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:55,799 : INFO : EPOCH 5 - PROGRESS: at 37.48% examples, 712611 words/s, in_qsize 7, out_qsize 1
2020-07-24 02:45:56,809 : INFO : EPOCH 5 - PROGRESS: at 37.80% examples, 712176 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:57,825 : INFO : EPOCH 5 - PROGRESS: at 38.13% examples, 711748 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:58,832 : INFO : EPOCH 5 - PROGRESS: at 38.45% examples, 711444 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:45:59,843 : INFO : EPOCH 5 - PROGRESS: at 38.78% examples, 711106 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:00,861 : INFO : EPOCH 5 - PROGRESS: at 39.12% examples, 710534 words/s, in_qsize 7, out_qsize 1
2020-07-24 02:46:01,866 : INFO : EPOCH 5 - PROGRESS: at 39.44% examples, 710244 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:46:02,869 : INFO : EPOCH 5 - PROGRESS: at 39.75% examples, 709795 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:03,877 : INFO : EPOCH 5 - PROGRESS: at 40.07% examples, 709297 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:04,879 : INFO : EPOCH 5 - PROGRESS: at 40.41% examples, 708939 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:05,880 : INFO : EPOCH 5 - PROGRESS: at 40.71% examples, 708556 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:06,880 : INFO : EPOCH 5 - PROGRESS: at 41.04% examples, 708225 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:07,895 : INFO : EPOCH 5 - PROGRESS: at 41.36% examples, 707741 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:08,907 : INFO : EPOCH 5 - PROGRESS: at 41.70% examples, 707386 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:09,927 : INFO : EPOCH 5 - PROGRESS: at 42.03% examples, 706996 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:10,928 : INFO : EPOCH 5 - PROGRESS: at 42.36% examples, 706587 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:11,934 : INFO : EPOCH 5 - PROGRESS: at 42.69% examples, 706285 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:46:12,938 : INFO : EPOCH 5 - PROGRESS: at 43.00% examples, 705898 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:13,950 : INFO : EPOCH 5 - PROGRESS: at 43.34% examples, 705575 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:46:14,960 : INFO : EPOCH 5 - PROGRESS: at 43.68% examples, 705185 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:46:15,979 : INFO : EPOCH 5 - PROGRESS: at 44.00% examples, 704846 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:16,991 : INFO : EPOCH 5 - PROGRESS: at 44.33% examples, 704544 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:17,994 : INFO : EPOCH 5 - PROGRESS: at 44.64% examples, 704131 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:19,005 : INFO : EPOCH 5 - PROGRESS: at 44.98% examples, 703753 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:46:20,007 : INFO : EPOCH 5 - PROGRESS: at 45.30% examples, 703499 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:21,034 : INFO : EPOCH 5 - PROGRESS: at 45.61% examples, 703134 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:22,044 : INFO : EPOCH 5 - PROGRESS: at 45.93% examples, 702950 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:23,046 : INFO : EPOCH 5 - PROGRESS: at 46.26% examples, 702659 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:24,065 : INFO : EPOCH 5 - PROGRESS: at 46.60% examples, 702399 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:25,067 : INFO : EPOCH 5 - PROGRESS: at 46.91% examples, 702155 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:26,072 : INFO : EPOCH 5 - PROGRESS: at 47.22% examples, 701811 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:46:27,074 : INFO : EPOCH 5 - PROGRESS: at 47.55% examples, 701494 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:28,089 : INFO : EPOCH 5 - PROGRESS: at 47.87% examples, 701229 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:29,103 : INFO : EPOCH 5 - PROGRESS: at 48.19% examples, 700972 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:30,104 : INFO : EPOCH 5 - PROGRESS: at 48.52% examples, 700714 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:31,110 : INFO : EPOCH 5 - PROGRESS: at 48.83% examples, 700417 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:32,121 : INFO : EPOCH 5 - PROGRESS: at 49.13% examples, 700157 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:33,127 : INFO : EPOCH 5 - PROGRESS: at 49.46% examples, 700007 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:34,153 : INFO : EPOCH 5 - PROGRESS: at 49.77% examples, 699699 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:35,161 : INFO : EPOCH 5 - PROGRESS: at 50.09% examples, 699507 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:36,168 : INFO : EPOCH 5 - PROGRESS: at 50.43% examples, 699156 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:37,171 : INFO : EPOCH 5 - PROGRESS: at 50.75% examples, 698975 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:38,181 : INFO : EPOCH 5 - PROGRESS: at 51.07% examples, 698731 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:46:39,205 : INFO : EPOCH 5 - PROGRESS: at 51.38% examples, 698549 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:40,213 : INFO : EPOCH 5 - PROGRESS: at 51.71% examples, 698337 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:41,221 : INFO : EPOCH 5 - PROGRESS: at 52.03% examples, 698050 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:42,225 : INFO : EPOCH 5 - PROGRESS: at 52.33% examples, 697850 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:43,229 : INFO : EPOCH 5 - PROGRESS: at 52.66% examples, 697614 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:44,229 : INFO : EPOCH 5 - PROGRESS: at 52.97% examples, 697432 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:45,245 : INFO : EPOCH 5 - PROGRESS: at 53.32% examples, 697168 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:46,258 : INFO : EPOCH 5 - PROGRESS: at 53.62% examples, 696945 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:47,267 : INFO : EPOCH 5 - PROGRESS: at 53.92% examples, 696740 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:48,271 : INFO : EPOCH 5 - PROGRESS: at 54.26% examples, 696482 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:49,278 : INFO : EPOCH 5 - PROGRESS: at 54.59% examples, 696312 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:50,281 : INFO : EPOCH 5 - PROGRESS: at 54.91% examples, 696110 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:51,288 : INFO : EPOCH 5 - PROGRESS: at 55.24% examples, 695950 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:46:52,296 : INFO : EPOCH 5 - PROGRESS: at 55.56% examples, 695735 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:53,298 : INFO : EPOCH 5 - PROGRESS: at 55.88% examples, 695603 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:54,302 : INFO : EPOCH 5 - PROGRESS: at 56.19% examples, 695417 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:55,312 : INFO : EPOCH 5 - PROGRESS: at 56.52% examples, 695196 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:56,333 : INFO : EPOCH 5 - PROGRESS: at 56.86% examples, 695029 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:57,344 : INFO : EPOCH 5 - PROGRESS: at 57.20% examples, 694825 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:46:58,347 : INFO : EPOCH 5 - PROGRESS: at 57.53% examples, 694600 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:46:59,350 : INFO : EPOCH 5 - PROGRESS: at 57.86% examples, 694488 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:00,359 : INFO : EPOCH 5 - PROGRESS: at 58.19% examples, 694203 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:01,370 : INFO : EPOCH 5 - PROGRESS: at 58.52% examples, 694086 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:02,379 : INFO : EPOCH 5 - PROGRESS: at 58.84% examples, 693854 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:47:03,386 : INFO : EPOCH 5 - PROGRESS: at 59.18% examples, 693650 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:47:04,393 : INFO : EPOCH 5 - PROGRESS: at 59.52% examples, 693480 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:05,395 : INFO : EPOCH 5 - PROGRESS: at 59.87% examples, 693305 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:06,397 : INFO : EPOCH 5 - PROGRESS: at 60.17% examples, 693138 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:07,397 : INFO : EPOCH 5 - PROGRESS: at 60.49% examples, 692996 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:08,398 : INFO : EPOCH 5 - PROGRESS: at 60.81% examples, 692808 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:09,415 : INFO : EPOCH 5 - PROGRESS: at 61.14% examples, 692614 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:10,437 : INFO : EPOCH 5 - PROGRESS: at 61.47% examples, 692477 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:11,444 : INFO : EPOCH 5 - PROGRESS: at 61.79% examples, 692297 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:12,458 : INFO : EPOCH 5 - PROGRESS: at 62.11% examples, 692161 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:13,462 : INFO : EPOCH 5 - PROGRESS: at 62.42% examples, 692030 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:14,483 : INFO : EPOCH 5 - PROGRESS: at 62.73% examples, 691885 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:47:15,491 : INFO : EPOCH 5 - PROGRESS: at 63.07% examples, 691772 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:16,497 : INFO : EPOCH 5 - PROGRESS: at 63.39% examples, 691604 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:17,500 : INFO : EPOCH 5 - PROGRESS: at 63.71% examples, 691404 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:47:18,500 : INFO : EPOCH 5 - PROGRESS: at 64.02% examples, 691258 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:19,511 : INFO : EPOCH 5 - PROGRESS: at 64.34% examples, 691132 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:20,517 : INFO : EPOCH 5 - PROGRESS: at 64.66% examples, 690992 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:21,529 : INFO : EPOCH 5 - PROGRESS: at 64.95% examples, 690873 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:22,530 : INFO : EPOCH 5 - PROGRESS: at 65.28% examples, 690736 words/s, in_qsize 7, out_qsize 1
2020-07-24 02:47:23,537 : INFO : EPOCH 5 - PROGRESS: at 65.61% examples, 690607 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:24,546 : INFO : EPOCH 5 - PROGRESS: at 65.95% examples, 690445 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:25,554 : INFO : EPOCH 5 - PROGRESS: at 66.27% examples, 690303 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:26,554 : INFO : EPOCH 5 - PROGRESS: at 66.59% examples, 690280 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:27,556 : INFO : EPOCH 5 - PROGRESS: at 66.91% examples, 690117 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:28,567 : INFO : EPOCH 5 - PROGRESS: at 67.24% examples, 689946 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:29,569 : INFO : EPOCH 5 - PROGRESS: at 67.57% examples, 689746 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:30,575 : INFO : EPOCH 5 - PROGRESS: at 67.90% examples, 689678 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:31,594 : INFO : EPOCH 5 - PROGRESS: at 68.22% examples, 689498 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:47:32,595 : INFO : EPOCH 5 - PROGRESS: at 68.55% examples, 689423 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:33,598 : INFO : EPOCH 5 - PROGRESS: at 68.86% examples, 689309 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:34,604 : INFO : EPOCH 5 - PROGRESS: at 69.21% examples, 689204 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:35,618 : INFO : EPOCH 5 - PROGRESS: at 69.53% examples, 689035 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:36,629 : INFO : EPOCH 5 - PROGRESS: at 69.83% examples, 688939 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:47:37,631 : INFO : EPOCH 5 - PROGRESS: at 70.15% examples, 688811 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:38,655 : INFO : EPOCH 5 - PROGRESS: at 70.48% examples, 688557 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:39,661 : INFO : EPOCH 5 - PROGRESS: at 70.82% examples, 688322 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:40,667 : INFO : EPOCH 5 - PROGRESS: at 71.12% examples, 687998 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:41,671 : INFO : EPOCH 5 - PROGRESS: at 71.36% examples, 687485 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:42,682 : INFO : EPOCH 5 - PROGRESS: at 71.66% examples, 687255 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:43,683 : INFO : EPOCH 5 - PROGRESS: at 72.03% examples, 687501 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:44,686 : INFO : EPOCH 5 - PROGRESS: at 72.37% examples, 687713 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:45,695 : INFO : EPOCH 5 - PROGRESS: at 72.73% examples, 687875 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:46,703 : INFO : EPOCH 5 - PROGRESS: at 73.09% examples, 688105 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:47,713 : INFO : EPOCH 5 - PROGRESS: at 73.45% examples, 688289 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:48,724 : INFO : EPOCH 5 - PROGRESS: at 73.82% examples, 688448 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:49,740 : INFO : EPOCH 5 - PROGRESS: at 74.16% examples, 688640 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:50,743 : INFO : EPOCH 5 - PROGRESS: at 74.51% examples, 688821 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:47:51,750 : INFO : EPOCH 5 - PROGRESS: at 74.87% examples, 689068 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:52,751 : INFO : EPOCH 5 - PROGRESS: at 75.21% examples, 689275 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:53,758 : INFO : EPOCH 5 - PROGRESS: at 75.54% examples, 689447 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:54,759 : INFO : EPOCH 5 - PROGRESS: at 75.90% examples, 689622 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:55,761 : INFO : EPOCH 5 - PROGRESS: at 76.27% examples, 689834 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:56,772 : INFO : EPOCH 5 - PROGRESS: at 76.64% examples, 690013 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:57,788 : INFO : EPOCH 5 - PROGRESS: at 76.98% examples, 690189 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:58,791 : INFO : EPOCH 5 - PROGRESS: at 77.34% examples, 690349 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:47:59,792 : INFO : EPOCH 5 - PROGRESS: at 77.66% examples, 690491 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:00,796 : INFO : EPOCH 5 - PROGRESS: at 78.03% examples, 690666 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:01,801 : INFO : EPOCH 5 - PROGRESS: at 78.38% examples, 690850 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:02,802 : INFO : EPOCH 5 - PROGRESS: at 78.73% examples, 691018 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:03,811 : INFO : EPOCH 5 - PROGRESS: at 79.10% examples, 691135 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:04,834 : INFO : EPOCH 5 - PROGRESS: at 79.47% examples, 691328 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:05,835 : INFO : EPOCH 5 - PROGRESS: at 79.83% examples, 691535 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:06,836 : INFO : EPOCH 5 - PROGRESS: at 80.18% examples, 691655 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:07,846 : INFO : EPOCH 5 - PROGRESS: at 80.52% examples, 691825 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:08,851 : INFO : EPOCH 5 - PROGRESS: at 80.85% examples, 692020 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:09,858 : INFO : EPOCH 5 - PROGRESS: at 81.26% examples, 692144 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:10,863 : INFO : EPOCH 5 - PROGRESS: at 81.64% examples, 692308 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:11,875 : INFO : EPOCH 5 - PROGRESS: at 81.98% examples, 692465 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:12,880 : INFO : EPOCH 5 - PROGRESS: at 82.33% examples, 692664 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:13,883 : INFO : EPOCH 5 - PROGRESS: at 82.71% examples, 692808 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:14,887 : INFO : EPOCH 5 - PROGRESS: at 83.07% examples, 692959 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:15,890 : INFO : EPOCH 5 - PROGRESS: at 83.41% examples, 693088 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:16,893 : INFO : EPOCH 5 - PROGRESS: at 83.79% examples, 693229 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:17,893 : INFO : EPOCH 5 - PROGRESS: at 84.17% examples, 693403 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:18,901 : INFO : EPOCH 5 - PROGRESS: at 84.53% examples, 693534 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:19,901 : INFO : EPOCH 5 - PROGRESS: at 84.89% examples, 693687 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:20,910 : INFO : EPOCH 5 - PROGRESS: at 85.23% examples, 693861 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:21,922 : INFO : EPOCH 5 - PROGRESS: at 85.55% examples, 694039 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:22,929 : INFO : EPOCH 5 - PROGRESS: at 85.90% examples, 694168 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:23,943 : INFO : EPOCH 5 - PROGRESS: at 86.23% examples, 694352 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:24,955 : INFO : EPOCH 5 - PROGRESS: at 86.59% examples, 694528 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:25,959 : INFO : EPOCH 5 - PROGRESS: at 86.94% examples, 694703 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:26,964 : INFO : EPOCH 5 - PROGRESS: at 87.31% examples, 694827 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:27,967 : INFO : EPOCH 5 - PROGRESS: at 87.66% examples, 694940 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:28,972 : INFO : EPOCH 5 - PROGRESS: at 88.02% examples, 695090 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:29,990 : INFO : EPOCH 5 - PROGRESS: at 88.38% examples, 695223 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:30,994 : INFO : EPOCH 5 - PROGRESS: at 88.73% examples, 695343 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:31,997 : INFO : EPOCH 5 - PROGRESS: at 89.04% examples, 695503 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:33,003 : INFO : EPOCH 5 - PROGRESS: at 89.41% examples, 695615 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:48:34,024 : INFO : EPOCH 5 - PROGRESS: at 89.75% examples, 695750 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:35,029 : INFO : EPOCH 5 - PROGRESS: at 90.13% examples, 695858 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:36,030 : INFO : EPOCH 5 - PROGRESS: at 90.51% examples, 696010 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:37,051 : INFO : EPOCH 5 - PROGRESS: at 90.87% examples, 696095 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:38,064 : INFO : EPOCH 5 - PROGRESS: at 91.20% examples, 696269 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:48:39,074 : INFO : EPOCH 5 - PROGRESS: at 91.56% examples, 696391 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:40,097 : INFO : EPOCH 5 - PROGRESS: at 91.93% examples, 696508 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:41,109 : INFO : EPOCH 5 - PROGRESS: at 92.30% examples, 696644 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:42,119 : INFO : EPOCH 5 - PROGRESS: at 92.64% examples, 696773 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:43,127 : INFO : EPOCH 5 - PROGRESS: at 92.99% examples, 696938 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:44,131 : INFO : EPOCH 5 - PROGRESS: at 93.37% examples, 697035 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:45,141 : INFO : EPOCH 5 - PROGRESS: at 93.73% examples, 697132 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:46,147 : INFO : EPOCH 5 - PROGRESS: at 94.10% examples, 697239 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:47,150 : INFO : EPOCH 5 - PROGRESS: at 94.43% examples, 697383 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:48,151 : INFO : EPOCH 5 - PROGRESS: at 94.78% examples, 697451 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:49,163 : INFO : EPOCH 5 - PROGRESS: at 95.16% examples, 697560 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:50,173 : INFO : EPOCH 5 - PROGRESS: at 95.49% examples, 697725 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:51,188 : INFO : EPOCH 5 - PROGRESS: at 95.86% examples, 697824 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:52,199 : INFO : EPOCH 5 - PROGRESS: at 96.20% examples, 697939 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:48:53,207 : INFO : EPOCH 5 - PROGRESS: at 96.55% examples, 698071 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:54,207 : INFO : EPOCH 5 - PROGRESS: at 96.91% examples, 698190 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:55,222 : INFO : EPOCH 5 - PROGRESS: at 97.27% examples, 698285 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:56,225 : INFO : EPOCH 5 - PROGRESS: at 97.64% examples, 698370 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:57,226 : INFO : EPOCH 5 - PROGRESS: at 97.99% examples, 698504 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:58,232 : INFO : EPOCH 5 - PROGRESS: at 98.34% examples, 698577 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:48:59,241 : INFO : EPOCH 5 - PROGRESS: at 98.73% examples, 698693 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:00,244 : INFO : EPOCH 5 - PROGRESS: at 99.09% examples, 698777 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:01,251 : INFO : EPOCH 5 - PROGRESS: at 99.45% examples, 698886 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:49:02,266 : INFO : EPOCH 5 - PROGRESS: at 99.77% examples, 698970 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:02,942 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 02:49:02,952 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 02:49:02,960 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 02:49:02,963 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 02:49:02,964 : INFO : EPOCH - 5 : training on 265612569 raw words (206853447 effective words) took 295.9s, 699099 effective words/s
2020-07-24 02:49:03,969 : INFO : EPOCH 6 - PROGRESS: at 0.34% examples, 715024 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:04,977 : INFO : EPOCH 6 - PROGRESS: at 0.70% examples, 717693 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:05,981 : INFO : EPOCH 6 - PROGRESS: at 1.04% examples, 722124 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:06,994 : INFO : EPOCH 6 - PROGRESS: at 1.38% examples, 721012 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:08,007 : INFO : EPOCH 6 - PROGRESS: at 1.76% examples, 723280 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:09,019 : INFO : EPOCH 6 - PROGRESS: at 2.10% examples, 725142 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:10,032 : INFO : EPOCH 6 - PROGRESS: at 2.45% examples, 728626 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:11,042 : INFO : EPOCH 6 - PROGRESS: at 2.79% examples, 728588 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:12,048 : INFO : EPOCH 6 - PROGRESS: at 3.14% examples, 729665 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:13,060 : INFO : EPOCH 6 - PROGRESS: at 3.51% examples, 730403 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:14,077 : INFO : EPOCH 6 - PROGRESS: at 3.87% examples, 730116 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:15,080 : INFO : EPOCH 6 - PROGRESS: at 4.20% examples, 729171 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:16,083 : INFO : EPOCH 6 - PROGRESS: at 4.54% examples, 729611 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:17,083 : INFO : EPOCH 6 - PROGRESS: at 4.91% examples, 729960 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:18,087 : INFO : EPOCH 6 - PROGRESS: at 5.27% examples, 729879 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:49:19,089 : INFO : EPOCH 6 - PROGRESS: at 5.63% examples, 730104 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:49:20,099 : INFO : EPOCH 6 - PROGRESS: at 5.97% examples, 729956 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:21,101 : INFO : EPOCH 6 - PROGRESS: at 6.32% examples, 730169 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:22,114 : INFO : EPOCH 6 - PROGRESS: at 6.67% examples, 729548 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:23,116 : INFO : EPOCH 6 - PROGRESS: at 7.03% examples, 730343 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:24,121 : INFO : EPOCH 6 - PROGRESS: at 7.37% examples, 730060 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:25,128 : INFO : EPOCH 6 - PROGRESS: at 7.72% examples, 729976 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:26,134 : INFO : EPOCH 6 - PROGRESS: at 8.04% examples, 730170 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:27,155 : INFO : EPOCH 6 - PROGRESS: at 8.41% examples, 729757 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:28,164 : INFO : EPOCH 6 - PROGRESS: at 8.78% examples, 729689 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:29,168 : INFO : EPOCH 6 - PROGRESS: at 9.13% examples, 729621 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:30,172 : INFO : EPOCH 6 - PROGRESS: at 9.52% examples, 729493 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:31,177 : INFO : EPOCH 6 - PROGRESS: at 9.85% examples, 729825 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:32,185 : INFO : EPOCH 6 - PROGRESS: at 10.20% examples, 729168 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:33,192 : INFO : EPOCH 6 - PROGRESS: at 10.57% examples, 729385 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:34,211 : INFO : EPOCH 6 - PROGRESS: at 10.93% examples, 729105 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:49:35,214 : INFO : EPOCH 6 - PROGRESS: at 11.29% examples, 729229 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:36,224 : INFO : EPOCH 6 - PROGRESS: at 11.65% examples, 729242 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:37,227 : INFO : EPOCH 6 - PROGRESS: at 12.00% examples, 729374 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:38,242 : INFO : EPOCH 6 - PROGRESS: at 12.37% examples, 729083 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:39,247 : INFO : EPOCH 6 - PROGRESS: at 12.74% examples, 729115 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:40,260 : INFO : EPOCH 6 - PROGRESS: at 13.09% examples, 729296 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:41,270 : INFO : EPOCH 6 - PROGRESS: at 13.45% examples, 729381 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:42,272 : INFO : EPOCH 6 - PROGRESS: at 13.80% examples, 729358 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:43,278 : INFO : EPOCH 6 - PROGRESS: at 14.16% examples, 729477 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:44,281 : INFO : EPOCH 6 - PROGRESS: at 14.52% examples, 729612 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:45,286 : INFO : EPOCH 6 - PROGRESS: at 14.87% examples, 729632 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:46,287 : INFO : EPOCH 6 - PROGRESS: at 15.23% examples, 729741 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:49:47,287 : INFO : EPOCH 6 - PROGRESS: at 15.58% examples, 729818 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:48,302 : INFO : EPOCH 6 - PROGRESS: at 15.94% examples, 729531 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:49:49,317 : INFO : EPOCH 6 - PROGRESS: at 16.31% examples, 729431 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:50,318 : INFO : EPOCH 6 - PROGRESS: at 16.66% examples, 729437 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:51,334 : INFO : EPOCH 6 - PROGRESS: at 17.00% examples, 729546 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:52,346 : INFO : EPOCH 6 - PROGRESS: at 17.35% examples, 729572 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:53,353 : INFO : EPOCH 6 - PROGRESS: at 17.71% examples, 729745 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:54,354 : INFO : EPOCH 6 - PROGRESS: at 18.05% examples, 729841 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:55,366 : INFO : EPOCH 6 - PROGRESS: at 18.44% examples, 729758 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:56,378 : INFO : EPOCH 6 - PROGRESS: at 18.80% examples, 729826 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:57,379 : INFO : EPOCH 6 - PROGRESS: at 19.14% examples, 729894 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:58,380 : INFO : EPOCH 6 - PROGRESS: at 19.48% examples, 729995 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:49:59,402 : INFO : EPOCH 6 - PROGRESS: at 19.87% examples, 729867 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:50:00,405 : INFO : EPOCH 6 - PROGRESS: at 20.21% examples, 729954 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:01,406 : INFO : EPOCH 6 - PROGRESS: at 20.56% examples, 730078 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:02,417 : INFO : EPOCH 6 - PROGRESS: at 20.89% examples, 730094 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:03,426 : INFO : EPOCH 6 - PROGRESS: at 21.25% examples, 730198 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:04,432 : INFO : EPOCH 6 - PROGRESS: at 21.62% examples, 730254 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:05,432 : INFO : EPOCH 6 - PROGRESS: at 21.98% examples, 730104 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:06,432 : INFO : EPOCH 6 - PROGRESS: at 22.32% examples, 730034 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:07,444 : INFO : EPOCH 6 - PROGRESS: at 22.67% examples, 729917 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:08,447 : INFO : EPOCH 6 - PROGRESS: at 23.03% examples, 729925 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:09,460 : INFO : EPOCH 6 - PROGRESS: at 23.39% examples, 729873 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:10,473 : INFO : EPOCH 6 - PROGRESS: at 23.76% examples, 729894 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:11,479 : INFO : EPOCH 6 - PROGRESS: at 24.12% examples, 729789 words/s, in_qsize 7, out_qsize 1
2020-07-24 02:50:12,494 : INFO : EPOCH 6 - PROGRESS: at 24.50% examples, 729847 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:13,503 : INFO : EPOCH 6 - PROGRESS: at 24.87% examples, 729847 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:14,505 : INFO : EPOCH 6 - PROGRESS: at 25.22% examples, 729797 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:15,512 : INFO : EPOCH 6 - PROGRESS: at 25.58% examples, 729917 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:16,514 : INFO : EPOCH 6 - PROGRESS: at 25.93% examples, 729984 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:17,515 : INFO : EPOCH 6 - PROGRESS: at 26.27% examples, 730053 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:18,517 : INFO : EPOCH 6 - PROGRESS: at 26.62% examples, 729932 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:19,522 : INFO : EPOCH 6 - PROGRESS: at 26.97% examples, 729674 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:20,534 : INFO : EPOCH 6 - PROGRESS: at 27.33% examples, 729426 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:21,535 : INFO : EPOCH 6 - PROGRESS: at 27.66% examples, 729491 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:22,535 : INFO : EPOCH 6 - PROGRESS: at 28.02% examples, 729297 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:50:23,547 : INFO : EPOCH 6 - PROGRESS: at 28.37% examples, 728806 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:24,549 : INFO : EPOCH 6 - PROGRESS: at 28.69% examples, 729088 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:25,550 : INFO : EPOCH 6 - PROGRESS: at 29.06% examples, 728898 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:50:26,554 : INFO : EPOCH 6 - PROGRESS: at 29.38% examples, 728404 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:27,561 : INFO : EPOCH 6 - PROGRESS: at 29.66% examples, 727024 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:28,563 : INFO : EPOCH 6 - PROGRESS: at 30.03% examples, 727038 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:29,573 : INFO : EPOCH 6 - PROGRESS: at 30.39% examples, 727080 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:30,585 : INFO : EPOCH 6 - PROGRESS: at 30.75% examples, 727177 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:31,587 : INFO : EPOCH 6 - PROGRESS: at 31.11% examples, 727235 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:32,594 : INFO : EPOCH 6 - PROGRESS: at 31.44% examples, 727355 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:33,603 : INFO : EPOCH 6 - PROGRESS: at 31.83% examples, 727359 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:34,603 : INFO : EPOCH 6 - PROGRESS: at 32.22% examples, 727249 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:50:35,605 : INFO : EPOCH 6 - PROGRESS: at 32.60% examples, 727283 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:50:36,616 : INFO : EPOCH 6 - PROGRESS: at 32.95% examples, 727340 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:50:37,622 : INFO : EPOCH 6 - PROGRESS: at 33.29% examples, 727412 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:38,625 : INFO : EPOCH 6 - PROGRESS: at 33.66% examples, 727637 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:39,627 : INFO : EPOCH 6 - PROGRESS: at 34.01% examples, 727636 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:40,630 : INFO : EPOCH 6 - PROGRESS: at 34.37% examples, 727738 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:41,632 : INFO : EPOCH 6 - PROGRESS: at 34.72% examples, 727714 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:42,636 : INFO : EPOCH 6 - PROGRESS: at 35.08% examples, 727825 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:43,643 : INFO : EPOCH 6 - PROGRESS: at 35.44% examples, 727706 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:50:44,652 : INFO : EPOCH 6 - PROGRESS: at 35.79% examples, 727791 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:45,663 : INFO : EPOCH 6 - PROGRESS: at 36.15% examples, 727873 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:46,679 : INFO : EPOCH 6 - PROGRESS: at 36.52% examples, 727820 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:47,683 : INFO : EPOCH 6 - PROGRESS: at 36.90% examples, 727804 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:48,690 : INFO : EPOCH 6 - PROGRESS: at 37.24% examples, 727982 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:49,704 : INFO : EPOCH 6 - PROGRESS: at 37.58% examples, 728017 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:50,706 : INFO : EPOCH 6 - PROGRESS: at 37.95% examples, 728155 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:51,710 : INFO : EPOCH 6 - PROGRESS: at 38.30% examples, 728131 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:52,719 : INFO : EPOCH 6 - PROGRESS: at 38.65% examples, 728256 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:53,719 : INFO : EPOCH 6 - PROGRESS: at 39.02% examples, 728243 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:54,730 : INFO : EPOCH 6 - PROGRESS: at 39.37% examples, 728232 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:55,743 : INFO : EPOCH 6 - PROGRESS: at 39.72% examples, 728213 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:56,756 : INFO : EPOCH 6 - PROGRESS: at 40.09% examples, 728243 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:57,769 : INFO : EPOCH 6 - PROGRESS: at 40.45% examples, 728290 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:58,780 : INFO : EPOCH 6 - PROGRESS: at 40.79% examples, 728327 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:50:59,783 : INFO : EPOCH 6 - PROGRESS: at 41.15% examples, 728346 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:00,794 : INFO : EPOCH 6 - PROGRESS: at 41.52% examples, 728298 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:01,799 : INFO : EPOCH 6 - PROGRESS: at 41.87% examples, 728428 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:02,807 : INFO : EPOCH 6 - PROGRESS: at 42.24% examples, 728344 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:03,811 : INFO : EPOCH 6 - PROGRESS: at 42.60% examples, 728318 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:04,819 : INFO : EPOCH 6 - PROGRESS: at 42.97% examples, 728320 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:05,822 : INFO : EPOCH 6 - PROGRESS: at 43.33% examples, 728342 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:06,827 : INFO : EPOCH 6 - PROGRESS: at 43.69% examples, 728310 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:07,844 : INFO : EPOCH 6 - PROGRESS: at 44.04% examples, 728248 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:08,846 : INFO : EPOCH 6 - PROGRESS: at 44.41% examples, 728393 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:09,848 : INFO : EPOCH 6 - PROGRESS: at 44.76% examples, 728381 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:51:10,857 : INFO : EPOCH 6 - PROGRESS: at 45.12% examples, 728409 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:11,860 : INFO : EPOCH 6 - PROGRESS: at 45.47% examples, 728478 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:51:12,864 : INFO : EPOCH 6 - PROGRESS: at 45.82% examples, 728493 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:13,865 : INFO : EPOCH 6 - PROGRESS: at 46.17% examples, 728617 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:14,870 : INFO : EPOCH 6 - PROGRESS: at 46.54% examples, 728632 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:15,885 : INFO : EPOCH 6 - PROGRESS: at 46.89% examples, 728616 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:16,901 : INFO : EPOCH 6 - PROGRESS: at 47.23% examples, 728569 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:17,921 : INFO : EPOCH 6 - PROGRESS: at 47.61% examples, 728556 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:18,937 : INFO : EPOCH 6 - PROGRESS: at 47.97% examples, 728545 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:19,940 : INFO : EPOCH 6 - PROGRESS: at 48.29% examples, 728591 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:20,942 : INFO : EPOCH 6 - PROGRESS: at 48.67% examples, 728654 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:21,942 : INFO : EPOCH 6 - PROGRESS: at 49.00% examples, 728690 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:22,944 : INFO : EPOCH 6 - PROGRESS: at 49.34% examples, 728803 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:23,948 : INFO : EPOCH 6 - PROGRESS: at 49.70% examples, 728832 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:24,961 : INFO : EPOCH 6 - PROGRESS: at 50.05% examples, 728814 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:25,975 : INFO : EPOCH 6 - PROGRESS: at 50.42% examples, 728772 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:26,981 : INFO : EPOCH 6 - PROGRESS: at 50.76% examples, 728839 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:27,987 : INFO : EPOCH 6 - PROGRESS: at 51.12% examples, 728846 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:28,993 : INFO : EPOCH 6 - PROGRESS: at 51.47% examples, 728862 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:51:30,003 : INFO : EPOCH 6 - PROGRESS: at 51.82% examples, 728889 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:31,019 : INFO : EPOCH 6 - PROGRESS: at 52.16% examples, 728894 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:32,028 : INFO : EPOCH 6 - PROGRESS: at 52.54% examples, 728953 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:33,032 : INFO : EPOCH 6 - PROGRESS: at 52.88% examples, 728943 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:51:34,040 : INFO : EPOCH 6 - PROGRESS: at 53.25% examples, 729016 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:35,050 : INFO : EPOCH 6 - PROGRESS: at 53.60% examples, 729036 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:51:36,052 : INFO : EPOCH 6 - PROGRESS: at 53.92% examples, 729059 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:37,059 : INFO : EPOCH 6 - PROGRESS: at 54.29% examples, 729070 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:38,060 : INFO : EPOCH 6 - PROGRESS: at 54.66% examples, 729044 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:39,071 : INFO : EPOCH 6 - PROGRESS: at 55.02% examples, 728981 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:40,092 : INFO : EPOCH 6 - PROGRESS: at 55.37% examples, 729030 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:41,100 : INFO : EPOCH 6 - PROGRESS: at 55.72% examples, 729029 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:42,104 : INFO : EPOCH 6 - PROGRESS: at 56.08% examples, 729087 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:51:43,106 : INFO : EPOCH 6 - PROGRESS: at 56.43% examples, 729055 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:44,113 : INFO : EPOCH 6 - PROGRESS: at 56.78% examples, 729053 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:45,117 : INFO : EPOCH 6 - PROGRESS: at 57.15% examples, 729063 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:46,119 : INFO : EPOCH 6 - PROGRESS: at 57.52% examples, 728984 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:51:47,121 : INFO : EPOCH 6 - PROGRESS: at 57.87% examples, 729004 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:48,122 : INFO : EPOCH 6 - PROGRESS: at 58.24% examples, 729026 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:49,131 : INFO : EPOCH 6 - PROGRESS: at 58.61% examples, 728999 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:50,136 : INFO : EPOCH 6 - PROGRESS: at 58.95% examples, 728979 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:51,147 : INFO : EPOCH 6 - PROGRESS: at 59.34% examples, 728912 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:52,160 : INFO : EPOCH 6 - PROGRESS: at 59.72% examples, 728885 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:53,177 : INFO : EPOCH 6 - PROGRESS: at 60.07% examples, 728901 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:54,191 : INFO : EPOCH 6 - PROGRESS: at 60.42% examples, 728865 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:55,200 : INFO : EPOCH 6 - PROGRESS: at 60.77% examples, 728941 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:56,205 : INFO : EPOCH 6 - PROGRESS: at 61.14% examples, 728980 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:57,213 : INFO : EPOCH 6 - PROGRESS: at 61.48% examples, 729000 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:58,222 : INFO : EPOCH 6 - PROGRESS: at 61.84% examples, 728931 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:51:59,222 : INFO : EPOCH 6 - PROGRESS: at 62.18% examples, 728953 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:52:00,229 : INFO : EPOCH 6 - PROGRESS: at 62.52% examples, 728949 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:01,242 : INFO : EPOCH 6 - PROGRESS: at 62.87% examples, 728962 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:02,244 : INFO : EPOCH 6 - PROGRESS: at 63.24% examples, 728975 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:03,258 : INFO : EPOCH 6 - PROGRESS: at 63.60% examples, 728967 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:04,259 : INFO : EPOCH 6 - PROGRESS: at 63.95% examples, 729010 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:05,264 : INFO : EPOCH 6 - PROGRESS: at 64.30% examples, 729045 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:06,265 : INFO : EPOCH 6 - PROGRESS: at 64.65% examples, 729098 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:07,267 : INFO : EPOCH 6 - PROGRESS: at 64.97% examples, 729156 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:08,273 : INFO : EPOCH 6 - PROGRESS: at 65.34% examples, 729158 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:09,274 : INFO : EPOCH 6 - PROGRESS: at 65.70% examples, 729136 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:10,283 : INFO : EPOCH 6 - PROGRESS: at 66.07% examples, 729146 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:11,292 : INFO : EPOCH 6 - PROGRESS: at 66.41% examples, 729208 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:12,293 : INFO : EPOCH 6 - PROGRESS: at 66.77% examples, 729217 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:13,302 : INFO : EPOCH 6 - PROGRESS: at 67.12% examples, 729254 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:14,311 : INFO : EPOCH 6 - PROGRESS: at 67.51% examples, 729281 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:15,324 : INFO : EPOCH 6 - PROGRESS: at 67.87% examples, 729288 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:52:16,324 : INFO : EPOCH 6 - PROGRESS: at 68.22% examples, 729350 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:17,325 : INFO : EPOCH 6 - PROGRESS: at 68.57% examples, 729360 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:18,329 : INFO : EPOCH 6 - PROGRESS: at 68.94% examples, 729363 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:19,342 : INFO : EPOCH 6 - PROGRESS: at 69.29% examples, 729363 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:20,349 : INFO : EPOCH 6 - PROGRESS: at 69.64% examples, 729409 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:21,357 : INFO : EPOCH 6 - PROGRESS: at 69.99% examples, 729387 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:22,360 : INFO : EPOCH 6 - PROGRESS: at 70.36% examples, 729393 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:23,365 : INFO : EPOCH 6 - PROGRESS: at 70.75% examples, 729389 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:24,367 : INFO : EPOCH 6 - PROGRESS: at 71.09% examples, 729360 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:25,370 : INFO : EPOCH 6 - PROGRESS: at 71.41% examples, 729401 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:26,387 : INFO : EPOCH 6 - PROGRESS: at 71.76% examples, 729382 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:27,389 : INFO : EPOCH 6 - PROGRESS: at 72.11% examples, 729418 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:52:28,390 : INFO : EPOCH 6 - PROGRESS: at 72.47% examples, 729431 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:29,407 : INFO : EPOCH 6 - PROGRESS: at 72.83% examples, 729423 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:30,413 : INFO : EPOCH 6 - PROGRESS: at 73.18% examples, 729474 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:31,427 : INFO : EPOCH 6 - PROGRESS: at 73.54% examples, 729424 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:32,442 : INFO : EPOCH 6 - PROGRESS: at 73.92% examples, 729441 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:33,455 : INFO : EPOCH 6 - PROGRESS: at 74.25% examples, 729498 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:52:34,478 : INFO : EPOCH 6 - PROGRESS: at 74.61% examples, 729442 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:35,485 : INFO : EPOCH 6 - PROGRESS: at 74.99% examples, 729468 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:36,493 : INFO : EPOCH 6 - PROGRESS: at 75.30% examples, 729512 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:37,494 : INFO : EPOCH 6 - PROGRESS: at 75.65% examples, 729517 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:38,503 : INFO : EPOCH 6 - PROGRESS: at 76.02% examples, 729550 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:39,508 : INFO : EPOCH 6 - PROGRESS: at 76.38% examples, 729581 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:40,511 : INFO : EPOCH 6 - PROGRESS: at 76.73% examples, 729545 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:41,513 : INFO : EPOCH 6 - PROGRESS: at 77.08% examples, 729521 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:42,521 : INFO : EPOCH 6 - PROGRESS: at 77.43% examples, 729500 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:43,522 : INFO : EPOCH 6 - PROGRESS: at 77.77% examples, 729522 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:44,530 : INFO : EPOCH 6 - PROGRESS: at 78.14% examples, 729487 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:45,533 : INFO : EPOCH 6 - PROGRESS: at 78.48% examples, 729474 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:46,540 : INFO : EPOCH 6 - PROGRESS: at 78.83% examples, 729441 words/s, in_qsize 7, out_qsize 1
2020-07-24 02:52:47,559 : INFO : EPOCH 6 - PROGRESS: at 79.20% examples, 729420 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:48,559 : INFO : EPOCH 6 - PROGRESS: at 79.57% examples, 729452 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:49,571 : INFO : EPOCH 6 - PROGRESS: at 79.92% examples, 729487 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:50,573 : INFO : EPOCH 6 - PROGRESS: at 80.27% examples, 729472 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:52:51,581 : INFO : EPOCH 6 - PROGRESS: at 80.61% examples, 729481 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:52,590 : INFO : EPOCH 6 - PROGRESS: at 80.95% examples, 729518 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:53,593 : INFO : EPOCH 6 - PROGRESS: at 81.37% examples, 729457 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:54,600 : INFO : EPOCH 6 - PROGRESS: at 81.73% examples, 729448 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:55,607 : INFO : EPOCH 6 - PROGRESS: at 82.07% examples, 729491 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:56,629 : INFO : EPOCH 6 - PROGRESS: at 82.45% examples, 729491 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:57,633 : INFO : EPOCH 6 - PROGRESS: at 82.81% examples, 729466 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:58,636 : INFO : EPOCH 6 - PROGRESS: at 83.16% examples, 729450 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:52:59,647 : INFO : EPOCH 6 - PROGRESS: at 83.52% examples, 729411 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:00,650 : INFO : EPOCH 6 - PROGRESS: at 83.88% examples, 729297 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:01,654 : INFO : EPOCH 6 - PROGRESS: at 84.24% examples, 729117 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:02,661 : INFO : EPOCH 6 - PROGRESS: at 84.58% examples, 729006 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:03,680 : INFO : EPOCH 6 - PROGRESS: at 84.88% examples, 728478 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:04,690 : INFO : EPOCH 6 - PROGRESS: at 85.20% examples, 728355 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:05,700 : INFO : EPOCH 6 - PROGRESS: at 85.52% examples, 728400 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:06,715 : INFO : EPOCH 6 - PROGRESS: at 85.87% examples, 728389 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:07,716 : INFO : EPOCH 6 - PROGRESS: at 86.20% examples, 728408 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:08,732 : INFO : EPOCH 6 - PROGRESS: at 86.55% examples, 728425 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:09,733 : INFO : EPOCH 6 - PROGRESS: at 86.91% examples, 728467 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:10,734 : INFO : EPOCH 6 - PROGRESS: at 87.27% examples, 728449 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:11,758 : INFO : EPOCH 6 - PROGRESS: at 87.62% examples, 728459 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:12,771 : INFO : EPOCH 6 - PROGRESS: at 87.99% examples, 728477 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:13,793 : INFO : EPOCH 6 - PROGRESS: at 88.35% examples, 728463 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:53:14,799 : INFO : EPOCH 6 - PROGRESS: at 88.70% examples, 728500 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:15,808 : INFO : EPOCH 6 - PROGRESS: at 89.02% examples, 728548 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:16,810 : INFO : EPOCH 6 - PROGRESS: at 89.39% examples, 728517 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:17,816 : INFO : EPOCH 6 - PROGRESS: at 89.72% examples, 728539 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:18,819 : INFO : EPOCH 6 - PROGRESS: at 90.10% examples, 728504 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:19,821 : INFO : EPOCH 6 - PROGRESS: at 90.47% examples, 728511 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:20,832 : INFO : EPOCH 6 - PROGRESS: at 90.83% examples, 728493 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:21,841 : INFO : EPOCH 6 - PROGRESS: at 91.17% examples, 728532 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:22,846 : INFO : EPOCH 6 - PROGRESS: at 91.52% examples, 728558 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:23,858 : INFO : EPOCH 6 - PROGRESS: at 91.89% examples, 728553 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:24,866 : INFO : EPOCH 6 - PROGRESS: at 92.26% examples, 728593 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:25,872 : INFO : EPOCH 6 - PROGRESS: at 92.59% examples, 728609 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:26,878 : INFO : EPOCH 6 - PROGRESS: at 92.94% examples, 728627 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:27,884 : INFO : EPOCH 6 - PROGRESS: at 93.33% examples, 728618 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:53:28,894 : INFO : EPOCH 6 - PROGRESS: at 93.69% examples, 728588 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:29,895 : INFO : EPOCH 6 - PROGRESS: at 94.05% examples, 728585 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:30,909 : INFO : EPOCH 6 - PROGRESS: at 94.37% examples, 728599 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:31,917 : INFO : EPOCH 6 - PROGRESS: at 94.75% examples, 728644 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:32,925 : INFO : EPOCH 6 - PROGRESS: at 95.12% examples, 728662 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:33,926 : INFO : EPOCH 6 - PROGRESS: at 95.46% examples, 728704 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:34,927 : INFO : EPOCH 6 - PROGRESS: at 95.82% examples, 728721 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:35,936 : INFO : EPOCH 6 - PROGRESS: at 96.17% examples, 728706 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:36,937 : INFO : EPOCH 6 - PROGRESS: at 96.51% examples, 728713 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:37,942 : INFO : EPOCH 6 - PROGRESS: at 96.87% examples, 728754 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:38,946 : INFO : EPOCH 6 - PROGRESS: at 97.22% examples, 728719 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:39,956 : INFO : EPOCH 6 - PROGRESS: at 97.60% examples, 728716 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:40,965 : INFO : EPOCH 6 - PROGRESS: at 97.95% examples, 728704 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:41,967 : INFO : EPOCH 6 - PROGRESS: at 98.30% examples, 728704 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:42,974 : INFO : EPOCH 6 - PROGRESS: at 98.68% examples, 728698 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:43,977 : INFO : EPOCH 6 - PROGRESS: at 99.06% examples, 728680 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:44,978 : INFO : EPOCH 6 - PROGRESS: at 99.40% examples, 728677 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:45,978 : INFO : EPOCH 6 - PROGRESS: at 99.73% examples, 728708 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:46,788 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 02:53:46,792 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 02:53:46,799 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 02:53:46,807 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 02:53:46,808 : INFO : EPOCH - 6 : training on 265612569 raw words (206850281 effective words) took 283.8s, 728756 effective words/s
2020-07-24 02:53:47,812 : INFO : EPOCH 7 - PROGRESS: at 0.33% examples, 696085 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:48,815 : INFO : EPOCH 7 - PROGRESS: at 0.70% examples, 712790 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:49,820 : INFO : EPOCH 7 - PROGRESS: at 1.04% examples, 715416 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:50,820 : INFO : EPOCH 7 - PROGRESS: at 1.37% examples, 718586 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:51,820 : INFO : EPOCH 7 - PROGRESS: at 1.74% examples, 720714 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:52,829 : INFO : EPOCH 7 - PROGRESS: at 2.08% examples, 720991 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:53,839 : INFO : EPOCH 7 - PROGRESS: at 2.41% examples, 721901 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:54,849 : INFO : EPOCH 7 - PROGRESS: at 2.76% examples, 723574 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:55,853 : INFO : EPOCH 7 - PROGRESS: at 3.11% examples, 724292 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:56,869 : INFO : EPOCH 7 - PROGRESS: at 3.46% examples, 724642 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:57,875 : INFO : EPOCH 7 - PROGRESS: at 3.83% examples, 725348 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:53:58,885 : INFO : EPOCH 7 - PROGRESS: at 4.17% examples, 726089 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:53:59,887 : INFO : EPOCH 7 - PROGRESS: at 4.51% examples, 726648 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:00,895 : INFO : EPOCH 7 - PROGRESS: at 4.87% examples, 727055 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:01,908 : INFO : EPOCH 7 - PROGRESS: at 5.24% examples, 726512 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:02,910 : INFO : EPOCH 7 - PROGRESS: at 5.59% examples, 726540 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:03,919 : INFO : EPOCH 7 - PROGRESS: at 5.94% examples, 726918 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:04,925 : INFO : EPOCH 7 - PROGRESS: at 6.29% examples, 727220 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:05,932 : INFO : EPOCH 7 - PROGRESS: at 6.65% examples, 727621 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:06,950 : INFO : EPOCH 7 - PROGRESS: at 7.01% examples, 727451 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:07,951 : INFO : EPOCH 7 - PROGRESS: at 7.35% examples, 727768 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:08,954 : INFO : EPOCH 7 - PROGRESS: at 7.70% examples, 727984 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:54:09,955 : INFO : EPOCH 7 - PROGRESS: at 8.02% examples, 727982 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:10,968 : INFO : EPOCH 7 - PROGRESS: at 8.38% examples, 728159 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:11,983 : INFO : EPOCH 7 - PROGRESS: at 8.75% examples, 727925 words/s, in_qsize 7, out_qsize 1
2020-07-24 02:54:12,991 : INFO : EPOCH 7 - PROGRESS: at 9.11% examples, 728262 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:14,001 : INFO : EPOCH 7 - PROGRESS: at 9.49% examples, 728250 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:54:15,002 : INFO : EPOCH 7 - PROGRESS: at 9.82% examples, 728110 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:16,008 : INFO : EPOCH 7 - PROGRESS: at 10.18% examples, 728181 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:17,009 : INFO : EPOCH 7 - PROGRESS: at 10.54% examples, 727971 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:18,019 : INFO : EPOCH 7 - PROGRESS: at 10.90% examples, 728123 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:19,032 : INFO : EPOCH 7 - PROGRESS: at 11.26% examples, 728155 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:20,034 : INFO : EPOCH 7 - PROGRESS: at 11.63% examples, 728140 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:21,055 : INFO : EPOCH 7 - PROGRESS: at 11.98% examples, 728119 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:22,070 : INFO : EPOCH 7 - PROGRESS: at 12.35% examples, 728246 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:23,071 : INFO : EPOCH 7 - PROGRESS: at 12.71% examples, 728223 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:24,072 : INFO : EPOCH 7 - PROGRESS: at 13.06% examples, 728378 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:25,093 : INFO : EPOCH 7 - PROGRESS: at 13.42% examples, 728199 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:54:26,096 : INFO : EPOCH 7 - PROGRESS: at 13.78% examples, 728593 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:27,100 : INFO : EPOCH 7 - PROGRESS: at 14.13% examples, 728596 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:28,101 : INFO : EPOCH 7 - PROGRESS: at 14.49% examples, 728536 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:29,120 : INFO : EPOCH 7 - PROGRESS: at 14.85% examples, 728528 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:30,129 : INFO : EPOCH 7 - PROGRESS: at 15.21% examples, 728610 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:31,134 : INFO : EPOCH 7 - PROGRESS: at 15.55% examples, 728499 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:32,136 : INFO : EPOCH 7 - PROGRESS: at 15.91% examples, 728551 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:33,146 : INFO : EPOCH 7 - PROGRESS: at 16.29% examples, 728405 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:54:34,159 : INFO : EPOCH 7 - PROGRESS: at 16.64% examples, 728510 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:35,159 : INFO : EPOCH 7 - PROGRESS: at 16.97% examples, 728334 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:36,162 : INFO : EPOCH 7 - PROGRESS: at 17.33% examples, 728646 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:37,165 : INFO : EPOCH 7 - PROGRESS: at 17.67% examples, 728640 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:38,165 : INFO : EPOCH 7 - PROGRESS: at 18.02% examples, 728703 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:39,167 : INFO : EPOCH 7 - PROGRESS: at 18.39% examples, 728691 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:40,171 : INFO : EPOCH 7 - PROGRESS: at 18.75% examples, 728560 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:41,177 : INFO : EPOCH 7 - PROGRESS: at 19.09% examples, 728741 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:42,180 : INFO : EPOCH 7 - PROGRESS: at 19.44% examples, 728695 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:43,181 : INFO : EPOCH 7 - PROGRESS: at 19.80% examples, 728840 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:44,195 : INFO : EPOCH 7 - PROGRESS: at 20.16% examples, 728550 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:45,201 : INFO : EPOCH 7 - PROGRESS: at 20.50% examples, 728721 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:46,203 : INFO : EPOCH 7 - PROGRESS: at 20.85% examples, 728773 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:47,222 : INFO : EPOCH 7 - PROGRESS: at 21.18% examples, 728767 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:48,234 : INFO : EPOCH 7 - PROGRESS: at 21.57% examples, 728823 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:49,238 : INFO : EPOCH 7 - PROGRESS: at 21.93% examples, 728837 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:50,243 : INFO : EPOCH 7 - PROGRESS: at 22.27% examples, 728738 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:51,244 : INFO : EPOCH 7 - PROGRESS: at 22.62% examples, 728745 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:52,250 : INFO : EPOCH 7 - PROGRESS: at 22.98% examples, 728758 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:53,261 : INFO : EPOCH 7 - PROGRESS: at 23.34% examples, 728816 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:54,265 : INFO : EPOCH 7 - PROGRESS: at 23.70% examples, 728829 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:55,279 : INFO : EPOCH 7 - PROGRESS: at 24.07% examples, 728865 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:56,281 : INFO : EPOCH 7 - PROGRESS: at 24.44% examples, 728800 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:57,285 : INFO : EPOCH 7 - PROGRESS: at 24.81% examples, 728834 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:58,286 : INFO : EPOCH 7 - PROGRESS: at 25.17% examples, 729001 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:54:59,302 : INFO : EPOCH 7 - PROGRESS: at 25.53% examples, 728879 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:00,304 : INFO : EPOCH 7 - PROGRESS: at 25.87% examples, 728977 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:01,328 : INFO : EPOCH 7 - PROGRESS: at 26.21% examples, 728936 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:02,329 : INFO : EPOCH 7 - PROGRESS: at 26.57% examples, 728984 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:03,343 : INFO : EPOCH 7 - PROGRESS: at 26.94% examples, 728979 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:04,352 : INFO : EPOCH 7 - PROGRESS: at 27.31% examples, 728992 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:05,355 : INFO : EPOCH 7 - PROGRESS: at 27.64% examples, 729141 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:06,355 : INFO : EPOCH 7 - PROGRESS: at 28.01% examples, 729034 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:07,358 : INFO : EPOCH 7 - PROGRESS: at 28.37% examples, 729113 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:08,359 : INFO : EPOCH 7 - PROGRESS: at 28.69% examples, 729364 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:09,373 : INFO : EPOCH 7 - PROGRESS: at 29.06% examples, 729234 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:10,376 : INFO : EPOCH 7 - PROGRESS: at 29.41% examples, 729367 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:11,377 : INFO : EPOCH 7 - PROGRESS: at 29.76% examples, 729365 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:55:12,386 : INFO : EPOCH 7 - PROGRESS: at 30.12% examples, 729376 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:13,394 : INFO : EPOCH 7 - PROGRESS: at 30.48% examples, 729366 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:14,404 : INFO : EPOCH 7 - PROGRESS: at 30.84% examples, 729281 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:15,409 : INFO : EPOCH 7 - PROGRESS: at 31.18% examples, 729327 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:16,409 : INFO : EPOCH 7 - PROGRESS: at 31.54% examples, 729441 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:17,425 : INFO : EPOCH 7 - PROGRESS: at 31.92% examples, 729311 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:18,429 : INFO : EPOCH 7 - PROGRESS: at 32.31% examples, 729309 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:19,436 : INFO : EPOCH 7 - PROGRESS: at 32.68% examples, 729249 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:20,448 : INFO : EPOCH 7 - PROGRESS: at 33.03% examples, 729245 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:21,449 : INFO : EPOCH 7 - PROGRESS: at 33.38% examples, 729414 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:22,473 : INFO : EPOCH 7 - PROGRESS: at 33.74% examples, 729370 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:55:23,479 : INFO : EPOCH 7 - PROGRESS: at 34.09% examples, 729467 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:55:24,479 : INFO : EPOCH 7 - PROGRESS: at 34.45% examples, 729534 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:25,488 : INFO : EPOCH 7 - PROGRESS: at 34.81% examples, 729433 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:26,489 : INFO : EPOCH 7 - PROGRESS: at 35.15% examples, 729386 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:27,495 : INFO : EPOCH 7 - PROGRESS: at 35.52% examples, 729357 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:28,500 : INFO : EPOCH 7 - PROGRESS: at 35.86% examples, 729425 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:29,504 : INFO : EPOCH 7 - PROGRESS: at 36.22% examples, 729477 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:30,513 : INFO : EPOCH 7 - PROGRESS: at 36.61% examples, 729405 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:31,518 : INFO : EPOCH 7 - PROGRESS: at 36.97% examples, 729319 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:32,523 : INFO : EPOCH 7 - PROGRESS: at 37.32% examples, 729384 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:33,525 : INFO : EPOCH 7 - PROGRESS: at 37.65% examples, 729413 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:34,543 : INFO : EPOCH 7 - PROGRESS: at 38.02% examples, 729350 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:35,550 : INFO : EPOCH 7 - PROGRESS: at 38.37% examples, 729431 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:36,564 : INFO : EPOCH 7 - PROGRESS: at 38.72% examples, 729421 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:55:37,573 : INFO : EPOCH 7 - PROGRESS: at 39.08% examples, 729382 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:38,580 : INFO : EPOCH 7 - PROGRESS: at 39.43% examples, 729317 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:39,595 : INFO : EPOCH 7 - PROGRESS: at 39.76% examples, 728896 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:40,596 : INFO : EPOCH 7 - PROGRESS: at 40.11% examples, 728646 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:41,598 : INFO : EPOCH 7 - PROGRESS: at 40.43% examples, 727950 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:42,600 : INFO : EPOCH 7 - PROGRESS: at 40.72% examples, 727095 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:43,615 : INFO : EPOCH 7 - PROGRESS: at 41.08% examples, 727118 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:44,641 : INFO : EPOCH 7 - PROGRESS: at 41.45% examples, 727173 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:45,646 : INFO : EPOCH 7 - PROGRESS: at 41.81% examples, 727241 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:46,660 : INFO : EPOCH 7 - PROGRESS: at 42.18% examples, 727256 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:47,667 : INFO : EPOCH 7 - PROGRESS: at 42.54% examples, 727264 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:48,672 : INFO : EPOCH 7 - PROGRESS: at 42.90% examples, 727307 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:49,687 : INFO : EPOCH 7 - PROGRESS: at 43.27% examples, 727284 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:50,687 : INFO : EPOCH 7 - PROGRESS: at 43.64% examples, 727284 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:55:51,697 : INFO : EPOCH 7 - PROGRESS: at 43.99% examples, 727287 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:52,709 : INFO : EPOCH 7 - PROGRESS: at 44.35% examples, 727267 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:53,711 : INFO : EPOCH 7 - PROGRESS: at 44.70% examples, 727292 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:55:54,713 : INFO : EPOCH 7 - PROGRESS: at 45.05% examples, 727253 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:55,717 : INFO : EPOCH 7 - PROGRESS: at 45.41% examples, 727234 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:55:56,723 : INFO : EPOCH 7 - PROGRESS: at 45.75% examples, 727266 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:57,726 : INFO : EPOCH 7 - PROGRESS: at 46.09% examples, 727246 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:55:58,731 : INFO : EPOCH 7 - PROGRESS: at 46.46% examples, 727318 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:55:59,733 : INFO : EPOCH 7 - PROGRESS: at 46.80% examples, 727260 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:00,742 : INFO : EPOCH 7 - PROGRESS: at 47.14% examples, 727166 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:01,744 : INFO : EPOCH 7 - PROGRESS: at 47.51% examples, 727129 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:02,746 : INFO : EPOCH 7 - PROGRESS: at 47.86% examples, 727227 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:03,770 : INFO : EPOCH 7 - PROGRESS: at 48.21% examples, 727215 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:04,780 : INFO : EPOCH 7 - PROGRESS: at 48.57% examples, 727312 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:05,788 : INFO : EPOCH 7 - PROGRESS: at 48.92% examples, 727235 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:06,794 : INFO : EPOCH 7 - PROGRESS: at 49.26% examples, 727363 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:07,797 : INFO : EPOCH 7 - PROGRESS: at 49.60% examples, 727381 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:08,808 : INFO : EPOCH 7 - PROGRESS: at 49.96% examples, 727413 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:09,817 : INFO : EPOCH 7 - PROGRESS: at 50.32% examples, 727446 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:10,824 : INFO : EPOCH 7 - PROGRESS: at 50.67% examples, 727413 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:11,830 : INFO : EPOCH 7 - PROGRESS: at 51.04% examples, 727552 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:12,842 : INFO : EPOCH 7 - PROGRESS: at 51.37% examples, 727630 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:13,844 : INFO : EPOCH 7 - PROGRESS: at 51.74% examples, 727641 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:14,848 : INFO : EPOCH 7 - PROGRESS: at 52.08% examples, 727707 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:56:15,865 : INFO : EPOCH 7 - PROGRESS: at 52.43% examples, 727684 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:16,868 : INFO : EPOCH 7 - PROGRESS: at 52.79% examples, 727715 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:17,873 : INFO : EPOCH 7 - PROGRESS: at 53.15% examples, 727685 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:56:18,873 : INFO : EPOCH 7 - PROGRESS: at 53.49% examples, 727775 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:19,874 : INFO : EPOCH 7 - PROGRESS: at 53.82% examples, 727749 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:56:20,882 : INFO : EPOCH 7 - PROGRESS: at 54.20% examples, 727711 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:21,903 : INFO : EPOCH 7 - PROGRESS: at 54.56% examples, 727705 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:22,908 : INFO : EPOCH 7 - PROGRESS: at 54.91% examples, 727736 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:56:23,909 : INFO : EPOCH 7 - PROGRESS: at 55.27% examples, 727753 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:24,912 : INFO : EPOCH 7 - PROGRESS: at 55.62% examples, 727734 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:25,920 : INFO : EPOCH 7 - PROGRESS: at 55.97% examples, 727805 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:26,931 : INFO : EPOCH 7 - PROGRESS: at 56.32% examples, 727824 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:27,943 : INFO : EPOCH 7 - PROGRESS: at 56.67% examples, 727793 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:28,943 : INFO : EPOCH 7 - PROGRESS: at 57.04% examples, 727882 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:29,951 : INFO : EPOCH 7 - PROGRESS: at 57.42% examples, 727792 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:30,952 : INFO : EPOCH 7 - PROGRESS: at 57.77% examples, 727827 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:31,952 : INFO : EPOCH 7 - PROGRESS: at 58.14% examples, 727781 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:32,954 : INFO : EPOCH 7 - PROGRESS: at 58.49% examples, 727831 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:33,962 : INFO : EPOCH 7 - PROGRESS: at 58.85% examples, 727819 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:34,963 : INFO : EPOCH 7 - PROGRESS: at 59.23% examples, 727809 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:35,971 : INFO : EPOCH 7 - PROGRESS: at 59.61% examples, 727741 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:36,984 : INFO : EPOCH 7 - PROGRESS: at 59.97% examples, 727774 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:37,988 : INFO : EPOCH 7 - PROGRESS: at 60.32% examples, 727761 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:38,992 : INFO : EPOCH 7 - PROGRESS: at 60.66% examples, 727815 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:39,994 : INFO : EPOCH 7 - PROGRESS: at 61.03% examples, 727832 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:40,999 : INFO : EPOCH 7 - PROGRESS: at 61.38% examples, 727798 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:41,999 : INFO : EPOCH 7 - PROGRESS: at 61.73% examples, 727888 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:43,019 : INFO : EPOCH 7 - PROGRESS: at 62.09% examples, 727849 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:44,021 : INFO : EPOCH 7 - PROGRESS: at 62.42% examples, 727918 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:56:45,021 : INFO : EPOCH 7 - PROGRESS: at 62.76% examples, 727981 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:46,028 : INFO : EPOCH 7 - PROGRESS: at 63.13% examples, 727902 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:47,035 : INFO : EPOCH 7 - PROGRESS: at 63.50% examples, 727939 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:48,046 : INFO : EPOCH 7 - PROGRESS: at 63.84% examples, 727958 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:49,047 : INFO : EPOCH 7 - PROGRESS: at 64.18% examples, 728005 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:50,054 : INFO : EPOCH 7 - PROGRESS: at 64.54% examples, 727992 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:51,058 : INFO : EPOCH 7 - PROGRESS: at 64.87% examples, 728052 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:52,060 : INFO : EPOCH 7 - PROGRESS: at 65.22% examples, 728130 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:53,075 : INFO : EPOCH 7 - PROGRESS: at 65.59% examples, 728112 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:54,081 : INFO : EPOCH 7 - PROGRESS: at 65.96% examples, 728164 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:55,083 : INFO : EPOCH 7 - PROGRESS: at 66.31% examples, 728166 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:56,095 : INFO : EPOCH 7 - PROGRESS: at 66.66% examples, 728201 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:57,100 : INFO : EPOCH 7 - PROGRESS: at 67.01% examples, 728225 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:58,109 : INFO : EPOCH 7 - PROGRESS: at 67.39% examples, 728252 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:56:59,110 : INFO : EPOCH 7 - PROGRESS: at 67.75% examples, 728246 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:57:00,130 : INFO : EPOCH 7 - PROGRESS: at 68.12% examples, 728201 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:01,135 : INFO : EPOCH 7 - PROGRESS: at 68.47% examples, 728289 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:02,142 : INFO : EPOCH 7 - PROGRESS: at 68.81% examples, 728319 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:03,142 : INFO : EPOCH 7 - PROGRESS: at 69.18% examples, 728306 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:04,154 : INFO : EPOCH 7 - PROGRESS: at 69.54% examples, 728302 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:05,163 : INFO : EPOCH 7 - PROGRESS: at 69.87% examples, 728330 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:06,171 : INFO : EPOCH 7 - PROGRESS: at 70.24% examples, 728360 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:07,180 : INFO : EPOCH 7 - PROGRESS: at 70.63% examples, 728299 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:08,183 : INFO : EPOCH 7 - PROGRESS: at 70.98% examples, 728317 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:09,185 : INFO : EPOCH 7 - PROGRESS: at 71.30% examples, 728327 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:57:10,187 : INFO : EPOCH 7 - PROGRESS: at 71.64% examples, 728358 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:11,196 : INFO : EPOCH 7 - PROGRESS: at 72.01% examples, 728374 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:12,199 : INFO : EPOCH 7 - PROGRESS: at 72.36% examples, 728365 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:13,204 : INFO : EPOCH 7 - PROGRESS: at 72.71% examples, 728415 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:14,206 : INFO : EPOCH 7 - PROGRESS: at 73.06% examples, 728413 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:15,216 : INFO : EPOCH 7 - PROGRESS: at 73.42% examples, 728353 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:16,218 : INFO : EPOCH 7 - PROGRESS: at 73.77% examples, 728334 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:57:17,248 : INFO : EPOCH 7 - PROGRESS: at 74.12% examples, 728277 words/s, in_qsize 7, out_qsize 1
2020-07-24 02:57:18,257 : INFO : EPOCH 7 - PROGRESS: at 74.47% examples, 728297 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:19,258 : INFO : EPOCH 7 - PROGRESS: at 74.83% examples, 728353 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:20,260 : INFO : EPOCH 7 - PROGRESS: at 75.18% examples, 728384 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:21,264 : INFO : EPOCH 7 - PROGRESS: at 75.51% examples, 728395 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:22,267 : INFO : EPOCH 7 - PROGRESS: at 75.86% examples, 728409 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:23,276 : INFO : EPOCH 7 - PROGRESS: at 76.23% examples, 728419 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:24,286 : INFO : EPOCH 7 - PROGRESS: at 76.60% examples, 728388 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:25,289 : INFO : EPOCH 7 - PROGRESS: at 76.93% examples, 728402 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:26,290 : INFO : EPOCH 7 - PROGRESS: at 77.29% examples, 728408 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:27,296 : INFO : EPOCH 7 - PROGRESS: at 77.63% examples, 728396 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:28,303 : INFO : EPOCH 7 - PROGRESS: at 77.98% examples, 728384 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:29,305 : INFO : EPOCH 7 - PROGRESS: at 78.33% examples, 728374 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:30,306 : INFO : EPOCH 7 - PROGRESS: at 78.68% examples, 728367 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:31,319 : INFO : EPOCH 7 - PROGRESS: at 79.05% examples, 728310 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:32,327 : INFO : EPOCH 7 - PROGRESS: at 79.42% examples, 728328 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:33,346 : INFO : EPOCH 7 - PROGRESS: at 79.77% examples, 728299 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:57:34,346 : INFO : EPOCH 7 - PROGRESS: at 80.13% examples, 728313 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:35,355 : INFO : EPOCH 7 - PROGRESS: at 80.47% examples, 728340 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:36,358 : INFO : EPOCH 7 - PROGRESS: at 80.80% examples, 728380 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:57:37,383 : INFO : EPOCH 7 - PROGRESS: at 81.20% examples, 728348 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:38,390 : INFO : EPOCH 7 - PROGRESS: at 81.59% examples, 728327 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:39,400 : INFO : EPOCH 7 - PROGRESS: at 81.93% examples, 728335 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:40,406 : INFO : EPOCH 7 - PROGRESS: at 82.28% examples, 728391 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:41,421 : INFO : EPOCH 7 - PROGRESS: at 82.63% examples, 728182 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:42,426 : INFO : EPOCH 7 - PROGRESS: at 82.96% examples, 727891 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:43,434 : INFO : EPOCH 7 - PROGRESS: at 83.27% examples, 727598 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:44,437 : INFO : EPOCH 7 - PROGRESS: at 83.62% examples, 727330 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:45,443 : INFO : EPOCH 7 - PROGRESS: at 83.97% examples, 727035 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:46,454 : INFO : EPOCH 7 - PROGRESS: at 84.30% examples, 726734 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:47,454 : INFO : EPOCH 7 - PROGRESS: at 84.61% examples, 726431 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:48,466 : INFO : EPOCH 7 - PROGRESS: at 84.93% examples, 726166 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:49,483 : INFO : EPOCH 7 - PROGRESS: at 85.25% examples, 725917 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:50,484 : INFO : EPOCH 7 - PROGRESS: at 85.54% examples, 725736 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:51,492 : INFO : EPOCH 7 - PROGRESS: at 85.86% examples, 725466 words/s, in_qsize 6, out_qsize 1
2020-07-24 02:57:52,498 : INFO : EPOCH 7 - PROGRESS: at 86.17% examples, 725220 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:53,498 : INFO : EPOCH 7 - PROGRESS: at 86.47% examples, 724967 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:54,501 : INFO : EPOCH 7 - PROGRESS: at 86.79% examples, 724759 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:55,507 : INFO : EPOCH 7 - PROGRESS: at 87.11% examples, 724504 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:56,513 : INFO : EPOCH 7 - PROGRESS: at 87.45% examples, 724239 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:57,514 : INFO : EPOCH 7 - PROGRESS: at 87.76% examples, 724011 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:58,518 : INFO : EPOCH 7 - PROGRESS: at 88.09% examples, 723723 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:57:59,529 : INFO : EPOCH 7 - PROGRESS: at 88.41% examples, 723494 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:00,536 : INFO : EPOCH 7 - PROGRESS: at 88.72% examples, 723214 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:01,547 : INFO : EPOCH 7 - PROGRESS: at 89.02% examples, 723005 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:58:02,556 : INFO : EPOCH 7 - PROGRESS: at 89.35% examples, 722725 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:03,562 : INFO : EPOCH 7 - PROGRESS: at 89.65% examples, 722536 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:04,564 : INFO : EPOCH 7 - PROGRESS: at 89.97% examples, 722282 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:58:05,570 : INFO : EPOCH 7 - PROGRESS: at 90.33% examples, 722023 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:06,576 : INFO : EPOCH 7 - PROGRESS: at 90.66% examples, 721744 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:07,578 : INFO : EPOCH 7 - PROGRESS: at 90.97% examples, 721543 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:08,586 : INFO : EPOCH 7 - PROGRESS: at 91.27% examples, 721367 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:09,605 : INFO : EPOCH 7 - PROGRESS: at 91.60% examples, 721101 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:10,609 : INFO : EPOCH 7 - PROGRESS: at 91.93% examples, 720857 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:11,610 : INFO : EPOCH 7 - PROGRESS: at 92.27% examples, 720682 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:12,612 : INFO : EPOCH 7 - PROGRESS: at 92.57% examples, 720432 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:13,620 : INFO : EPOCH 7 - PROGRESS: at 92.88% examples, 720242 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:58:14,620 : INFO : EPOCH 7 - PROGRESS: at 93.21% examples, 720030 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:58:15,649 : INFO : EPOCH 7 - PROGRESS: at 93.56% examples, 719752 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:16,680 : INFO : EPOCH 7 - PROGRESS: at 93.90% examples, 719496 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:17,685 : INFO : EPOCH 7 - PROGRESS: at 94.22% examples, 719317 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:18,686 : INFO : EPOCH 7 - PROGRESS: at 94.52% examples, 719098 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:19,696 : INFO : EPOCH 7 - PROGRESS: at 94.84% examples, 718740 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:20,701 : INFO : EPOCH 7 - PROGRESS: at 95.16% examples, 718402 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:21,725 : INFO : EPOCH 7 - PROGRESS: at 95.42% examples, 717890 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:22,730 : INFO : EPOCH 7 - PROGRESS: at 95.75% examples, 717735 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:23,734 : INFO : EPOCH 7 - PROGRESS: at 96.10% examples, 717797 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:58:24,738 : INFO : EPOCH 7 - PROGRESS: at 96.45% examples, 717876 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:25,739 : INFO : EPOCH 7 - PROGRESS: at 96.81% examples, 717906 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:26,741 : INFO : EPOCH 7 - PROGRESS: at 97.16% examples, 717918 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:58:27,743 : INFO : EPOCH 7 - PROGRESS: at 97.52% examples, 717939 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:28,757 : INFO : EPOCH 7 - PROGRESS: at 97.87% examples, 717984 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:29,760 : INFO : EPOCH 7 - PROGRESS: at 98.23% examples, 717987 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:30,762 : INFO : EPOCH 7 - PROGRESS: at 98.60% examples, 717987 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:31,766 : INFO : EPOCH 7 - PROGRESS: at 98.96% examples, 717921 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:32,771 : INFO : EPOCH 7 - PROGRESS: at 99.27% examples, 717696 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:33,780 : INFO : EPOCH 7 - PROGRESS: at 99.58% examples, 717504 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:34,782 : INFO : EPOCH 7 - PROGRESS: at 99.87% examples, 717336 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:35,151 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 02:58:35,163 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 02:58:35,171 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 02:58:35,175 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 02:58:35,176 : INFO : EPOCH - 7 : training on 265612569 raw words (206846214 effective words) took 288.4s, 717309 effective words/s
2020-07-24 02:58:36,187 : INFO : EPOCH 8 - PROGRESS: at 0.30% examples, 641362 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:58:37,192 : INFO : EPOCH 8 - PROGRESS: at 0.64% examples, 648916 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:38,202 : INFO : EPOCH 8 - PROGRESS: at 0.94% examples, 655688 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:39,207 : INFO : EPOCH 8 - PROGRESS: at 1.26% examples, 660362 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:40,212 : INFO : EPOCH 8 - PROGRESS: at 1.60% examples, 659431 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:58:41,224 : INFO : EPOCH 8 - PROGRESS: at 1.93% examples, 661144 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:42,228 : INFO : EPOCH 8 - PROGRESS: at 2.24% examples, 661438 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:58:43,231 : INFO : EPOCH 8 - PROGRESS: at 2.53% examples, 662513 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:44,238 : INFO : EPOCH 8 - PROGRESS: at 2.86% examples, 663653 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:45,255 : INFO : EPOCH 8 - PROGRESS: at 3.17% examples, 664041 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:58:46,256 : INFO : EPOCH 8 - PROGRESS: at 3.50% examples, 664867 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:47,260 : INFO : EPOCH 8 - PROGRESS: at 3.83% examples, 665278 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:48,270 : INFO : EPOCH 8 - PROGRESS: at 4.13% examples, 664762 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:49,299 : INFO : EPOCH 8 - PROGRESS: at 4.45% examples, 664590 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:50,309 : INFO : EPOCH 8 - PROGRESS: at 4.79% examples, 665309 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:51,325 : INFO : EPOCH 8 - PROGRESS: at 5.12% examples, 664950 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:58:52,327 : INFO : EPOCH 8 - PROGRESS: at 5.45% examples, 665272 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:53,335 : INFO : EPOCH 8 - PROGRESS: at 5.76% examples, 664782 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:54,340 : INFO : EPOCH 8 - PROGRESS: at 6.09% examples, 664729 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:55,356 : INFO : EPOCH 8 - PROGRESS: at 6.40% examples, 664610 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:56,357 : INFO : EPOCH 8 - PROGRESS: at 6.73% examples, 664817 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:57,374 : INFO : EPOCH 8 - PROGRESS: at 7.05% examples, 664950 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:58,389 : INFO : EPOCH 8 - PROGRESS: at 7.37% examples, 664717 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:58:59,399 : INFO : EPOCH 8 - PROGRESS: at 7.68% examples, 664966 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:00,399 : INFO : EPOCH 8 - PROGRESS: at 7.98% examples, 664626 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:01,419 : INFO : EPOCH 8 - PROGRESS: at 8.30% examples, 664508 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:02,424 : INFO : EPOCH 8 - PROGRESS: at 8.64% examples, 664578 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:03,428 : INFO : EPOCH 8 - PROGRESS: at 8.97% examples, 664899 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:04,433 : INFO : EPOCH 8 - PROGRESS: at 9.30% examples, 664808 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:05,436 : INFO : EPOCH 8 - PROGRESS: at 9.64% examples, 664696 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:59:06,437 : INFO : EPOCH 8 - PROGRESS: at 9.94% examples, 665132 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:07,462 : INFO : EPOCH 8 - PROGRESS: at 10.27% examples, 664744 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:59:08,480 : INFO : EPOCH 8 - PROGRESS: at 10.62% examples, 664818 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:09,495 : INFO : EPOCH 8 - PROGRESS: at 10.95% examples, 664712 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:10,499 : INFO : EPOCH 8 - PROGRESS: at 11.27% examples, 664770 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:11,507 : INFO : EPOCH 8 - PROGRESS: at 11.61% examples, 665032 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:12,516 : INFO : EPOCH 8 - PROGRESS: at 11.93% examples, 664855 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:13,536 : INFO : EPOCH 8 - PROGRESS: at 12.26% examples, 664717 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:14,541 : INFO : EPOCH 8 - PROGRESS: at 12.59% examples, 664601 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:15,544 : INFO : EPOCH 8 - PROGRESS: at 12.91% examples, 664822 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:16,548 : INFO : EPOCH 8 - PROGRESS: at 13.23% examples, 664803 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:17,555 : INFO : EPOCH 8 - PROGRESS: at 13.55% examples, 664786 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:18,565 : INFO : EPOCH 8 - PROGRESS: at 13.87% examples, 664653 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:59:19,574 : INFO : EPOCH 8 - PROGRESS: at 14.21% examples, 664645 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:20,574 : INFO : EPOCH 8 - PROGRESS: at 14.53% examples, 664564 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:21,575 : INFO : EPOCH 8 - PROGRESS: at 14.85% examples, 664601 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:22,586 : INFO : EPOCH 8 - PROGRESS: at 15.18% examples, 664605 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:23,589 : INFO : EPOCH 8 - PROGRESS: at 15.49% examples, 664614 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:59:24,603 : INFO : EPOCH 8 - PROGRESS: at 15.84% examples, 664572 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:25,613 : INFO : EPOCH 8 - PROGRESS: at 16.17% examples, 664445 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:26,618 : INFO : EPOCH 8 - PROGRESS: at 16.49% examples, 664652 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:27,627 : INFO : EPOCH 8 - PROGRESS: at 16.80% examples, 664360 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:28,635 : INFO : EPOCH 8 - PROGRESS: at 17.12% examples, 664359 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:29,636 : INFO : EPOCH 8 - PROGRESS: at 17.41% examples, 664559 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:30,648 : INFO : EPOCH 8 - PROGRESS: at 17.75% examples, 664571 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:31,649 : INFO : EPOCH 8 - PROGRESS: at 18.07% examples, 664600 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:32,655 : INFO : EPOCH 8 - PROGRESS: at 18.42% examples, 664547 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:33,657 : INFO : EPOCH 8 - PROGRESS: at 18.74% examples, 664526 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:34,669 : INFO : EPOCH 8 - PROGRESS: at 19.06% examples, 664716 words/s, in_qsize 7, out_qsize 1
2020-07-24 02:59:35,671 : INFO : EPOCH 8 - PROGRESS: at 19.37% examples, 664748 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:36,675 : INFO : EPOCH 8 - PROGRESS: at 19.70% examples, 664657 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:37,682 : INFO : EPOCH 8 - PROGRESS: at 20.03% examples, 664516 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:38,686 : INFO : EPOCH 8 - PROGRESS: at 20.34% examples, 664546 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:39,701 : INFO : EPOCH 8 - PROGRESS: at 20.66% examples, 664513 words/s, in_qsize 6, out_qsize 2
2020-07-24 02:59:40,707 : INFO : EPOCH 8 - PROGRESS: at 20.96% examples, 664872 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:41,709 : INFO : EPOCH 8 - PROGRESS: at 21.29% examples, 664853 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:59:42,725 : INFO : EPOCH 8 - PROGRESS: at 21.63% examples, 664798 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:43,729 : INFO : EPOCH 8 - PROGRESS: at 21.96% examples, 664807 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:44,739 : INFO : EPOCH 8 - PROGRESS: at 22.28% examples, 664773 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:59:45,742 : INFO : EPOCH 8 - PROGRESS: at 22.59% examples, 664869 words/s, in_qsize 8, out_qsize 0
2020-07-24 02:59:46,756 : INFO : EPOCH 8 - PROGRESS: at 22.92% examples, 664713 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:47,776 : INFO : EPOCH 8 - PROGRESS: at 23.24% examples, 664739 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:48,786 : INFO : EPOCH 8 - PROGRESS: at 23.58% examples, 664671 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:49,808 : INFO : EPOCH 8 - PROGRESS: at 23.93% examples, 664582 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:50,817 : INFO : EPOCH 8 - PROGRESS: at 24.26% examples, 664623 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:51,829 : INFO : EPOCH 8 - PROGRESS: at 24.60% examples, 664551 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:52,838 : INFO : EPOCH 8 - PROGRESS: at 24.92% examples, 664560 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:53,844 : INFO : EPOCH 8 - PROGRESS: at 25.25% examples, 664638 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:54,852 : INFO : EPOCH 8 - PROGRESS: at 25.57% examples, 664525 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:55,853 : INFO : EPOCH 8 - PROGRESS: at 25.89% examples, 664634 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:56,855 : INFO : EPOCH 8 - PROGRESS: at 26.20% examples, 664583 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:57,860 : INFO : EPOCH 8 - PROGRESS: at 26.52% examples, 664646 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:58,862 : INFO : EPOCH 8 - PROGRESS: at 26.86% examples, 664619 words/s, in_qsize 7, out_qsize 0
2020-07-24 02:59:59,879 : INFO : EPOCH 8 - PROGRESS: at 27.20% examples, 664612 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:00,888 : INFO : EPOCH 8 - PROGRESS: at 27.51% examples, 664602 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:01,916 : INFO : EPOCH 8 - PROGRESS: at 27.82% examples, 664649 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:02,926 : INFO : EPOCH 8 - PROGRESS: at 28.17% examples, 664702 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:03,936 : INFO : EPOCH 8 - PROGRESS: at 28.46% examples, 664811 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:04,939 : INFO : EPOCH 8 - PROGRESS: at 28.79% examples, 664800 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:00:05,949 : INFO : EPOCH 8 - PROGRESS: at 29.13% examples, 664875 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:06,960 : INFO : EPOCH 8 - PROGRESS: at 29.44% examples, 664776 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:00:07,962 : INFO : EPOCH 8 - PROGRESS: at 29.76% examples, 664910 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:08,968 : INFO : EPOCH 8 - PROGRESS: at 30.09% examples, 664837 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:00:09,969 : INFO : EPOCH 8 - PROGRESS: at 30.42% examples, 664781 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:10,974 : INFO : EPOCH 8 - PROGRESS: at 30.74% examples, 664801 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:11,974 : INFO : EPOCH 8 - PROGRESS: at 31.06% examples, 664729 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:12,982 : INFO : EPOCH 8 - PROGRESS: at 31.37% examples, 664782 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:13,984 : INFO : EPOCH 8 - PROGRESS: at 31.71% examples, 664806 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:14,999 : INFO : EPOCH 8 - PROGRESS: at 32.06% examples, 664688 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:16,007 : INFO : EPOCH 8 - PROGRESS: at 32.41% examples, 664702 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:17,025 : INFO : EPOCH 8 - PROGRESS: at 32.75% examples, 664698 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:18,031 : INFO : EPOCH 8 - PROGRESS: at 33.07% examples, 664748 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:19,043 : INFO : EPOCH 8 - PROGRESS: at 33.38% examples, 664768 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:20,047 : INFO : EPOCH 8 - PROGRESS: at 33.72% examples, 664786 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:21,047 : INFO : EPOCH 8 - PROGRESS: at 34.03% examples, 664797 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:22,058 : INFO : EPOCH 8 - PROGRESS: at 34.36% examples, 664841 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:23,073 : INFO : EPOCH 8 - PROGRESS: at 34.69% examples, 664794 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:24,096 : INFO : EPOCH 8 - PROGRESS: at 35.01% examples, 664617 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:25,100 : INFO : EPOCH 8 - PROGRESS: at 35.32% examples, 664589 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:26,111 : INFO : EPOCH 8 - PROGRESS: at 35.65% examples, 664574 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:27,112 : INFO : EPOCH 8 - PROGRESS: at 35.97% examples, 664631 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:28,124 : INFO : EPOCH 8 - PROGRESS: at 36.29% examples, 664686 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:29,127 : INFO : EPOCH 8 - PROGRESS: at 36.65% examples, 664631 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:30,137 : INFO : EPOCH 8 - PROGRESS: at 36.99% examples, 664546 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:31,140 : INFO : EPOCH 8 - PROGRESS: at 37.30% examples, 664671 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:32,141 : INFO : EPOCH 8 - PROGRESS: at 37.60% examples, 664689 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:33,146 : INFO : EPOCH 8 - PROGRESS: at 37.93% examples, 664645 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:34,153 : INFO : EPOCH 8 - PROGRESS: at 38.25% examples, 664620 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:35,172 : INFO : EPOCH 8 - PROGRESS: at 38.58% examples, 664722 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:36,176 : INFO : EPOCH 8 - PROGRESS: at 38.89% examples, 664771 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:37,184 : INFO : EPOCH 8 - PROGRESS: at 39.22% examples, 664751 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:38,187 : INFO : EPOCH 8 - PROGRESS: at 39.56% examples, 664728 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:39,188 : INFO : EPOCH 8 - PROGRESS: at 39.86% examples, 664697 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:40,196 : INFO : EPOCH 8 - PROGRESS: at 40.20% examples, 664680 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:41,213 : INFO : EPOCH 8 - PROGRESS: at 40.53% examples, 664662 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:42,231 : INFO : EPOCH 8 - PROGRESS: at 40.84% examples, 664702 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:43,234 : INFO : EPOCH 8 - PROGRESS: at 41.16% examples, 664751 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:44,240 : INFO : EPOCH 8 - PROGRESS: at 41.51% examples, 664739 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:45,249 : INFO : EPOCH 8 - PROGRESS: at 41.84% examples, 664775 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:46,272 : INFO : EPOCH 8 - PROGRESS: at 42.17% examples, 664780 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:47,275 : INFO : EPOCH 8 - PROGRESS: at 42.50% examples, 664745 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:48,287 : INFO : EPOCH 8 - PROGRESS: at 42.82% examples, 664766 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:49,295 : INFO : EPOCH 8 - PROGRESS: at 43.17% examples, 664793 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:50,302 : INFO : EPOCH 8 - PROGRESS: at 43.50% examples, 664811 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:51,307 : INFO : EPOCH 8 - PROGRESS: at 43.84% examples, 664812 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:52,311 : INFO : EPOCH 8 - PROGRESS: at 44.14% examples, 664767 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:53,331 : INFO : EPOCH 8 - PROGRESS: at 44.47% examples, 664717 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:54,334 : INFO : EPOCH 8 - PROGRESS: at 44.80% examples, 664731 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:55,335 : INFO : EPOCH 8 - PROGRESS: at 45.12% examples, 664667 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:56,339 : INFO : EPOCH 8 - PROGRESS: at 45.44% examples, 664719 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:57,343 : INFO : EPOCH 8 - PROGRESS: at 45.76% examples, 664801 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:58,344 : INFO : EPOCH 8 - PROGRESS: at 46.08% examples, 664793 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:00:59,364 : INFO : EPOCH 8 - PROGRESS: at 46.38% examples, 664460 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:00,369 : INFO : EPOCH 8 - PROGRESS: at 46.71% examples, 664235 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:01,379 : INFO : EPOCH 8 - PROGRESS: at 46.98% examples, 663798 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:02,387 : INFO : EPOCH 8 - PROGRESS: at 47.28% examples, 663344 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:03,389 : INFO : EPOCH 8 - PROGRESS: at 47.64% examples, 663795 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:01:04,399 : INFO : EPOCH 8 - PROGRESS: at 48.00% examples, 664283 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:05,412 : INFO : EPOCH 8 - PROGRESS: at 48.32% examples, 664685 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:06,414 : INFO : EPOCH 8 - PROGRESS: at 48.70% examples, 665201 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:07,418 : INFO : EPOCH 8 - PROGRESS: at 49.03% examples, 665646 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:08,431 : INFO : EPOCH 8 - PROGRESS: at 49.37% examples, 666133 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:09,435 : INFO : EPOCH 8 - PROGRESS: at 49.74% examples, 666634 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:10,443 : INFO : EPOCH 8 - PROGRESS: at 50.08% examples, 667044 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:11,450 : INFO : EPOCH 8 - PROGRESS: at 50.46% examples, 667442 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:12,453 : INFO : EPOCH 8 - PROGRESS: at 50.80% examples, 667912 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:13,458 : INFO : EPOCH 8 - PROGRESS: at 51.16% examples, 668333 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:14,463 : INFO : EPOCH 8 - PROGRESS: at 51.52% examples, 668796 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:15,468 : INFO : EPOCH 8 - PROGRESS: at 51.86% examples, 669179 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:16,474 : INFO : EPOCH 8 - PROGRESS: at 52.20% examples, 669549 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:17,478 : INFO : EPOCH 8 - PROGRESS: at 52.57% examples, 669905 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:18,483 : INFO : EPOCH 8 - PROGRESS: at 52.91% examples, 670278 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:19,492 : INFO : EPOCH 8 - PROGRESS: at 53.28% examples, 670649 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:20,499 : INFO : EPOCH 8 - PROGRESS: at 53.62% examples, 671058 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:21,502 : INFO : EPOCH 8 - PROGRESS: at 53.97% examples, 671474 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:22,510 : INFO : EPOCH 8 - PROGRESS: at 54.32% examples, 671821 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:23,516 : INFO : EPOCH 8 - PROGRESS: at 54.70% examples, 672213 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:24,517 : INFO : EPOCH 8 - PROGRESS: at 55.06% examples, 672561 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:25,520 : INFO : EPOCH 8 - PROGRESS: at 55.40% examples, 672809 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:26,523 : INFO : EPOCH 8 - PROGRESS: at 55.74% examples, 673242 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:27,529 : INFO : EPOCH 8 - PROGRESS: at 56.11% examples, 673585 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:28,536 : INFO : EPOCH 8 - PROGRESS: at 56.47% examples, 673905 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:01:29,542 : INFO : EPOCH 8 - PROGRESS: at 56.83% examples, 674290 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:30,551 : INFO : EPOCH 8 - PROGRESS: at 57.20% examples, 674598 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:31,554 : INFO : EPOCH 8 - PROGRESS: at 57.57% examples, 674936 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:32,567 : INFO : EPOCH 8 - PROGRESS: at 57.92% examples, 675259 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:33,574 : INFO : EPOCH 8 - PROGRESS: at 58.29% examples, 675607 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:34,574 : INFO : EPOCH 8 - PROGRESS: at 58.66% examples, 675878 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:35,575 : INFO : EPOCH 8 - PROGRESS: at 59.01% examples, 676129 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:36,578 : INFO : EPOCH 8 - PROGRESS: at 59.40% examples, 676415 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:37,585 : INFO : EPOCH 8 - PROGRESS: at 59.77% examples, 676691 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:38,597 : INFO : EPOCH 8 - PROGRESS: at 60.12% examples, 676980 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:01:39,608 : INFO : EPOCH 8 - PROGRESS: at 60.48% examples, 677324 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:40,609 : INFO : EPOCH 8 - PROGRESS: at 60.82% examples, 677691 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:01:41,610 : INFO : EPOCH 8 - PROGRESS: at 61.20% examples, 677889 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:42,612 : INFO : EPOCH 8 - PROGRESS: at 61.52% examples, 678258 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:43,616 : INFO : EPOCH 8 - PROGRESS: at 61.89% examples, 678529 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:44,622 : INFO : EPOCH 8 - PROGRESS: at 62.24% examples, 678764 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:45,643 : INFO : EPOCH 8 - PROGRESS: at 62.57% examples, 679031 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:46,664 : INFO : EPOCH 8 - PROGRESS: at 62.94% examples, 679346 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:47,685 : INFO : EPOCH 8 - PROGRESS: at 63.31% examples, 679616 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:48,686 : INFO : EPOCH 8 - PROGRESS: at 63.66% examples, 679935 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:49,694 : INFO : EPOCH 8 - PROGRESS: at 64.01% examples, 680157 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:50,720 : INFO : EPOCH 8 - PROGRESS: at 64.36% examples, 680455 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:51,724 : INFO : EPOCH 8 - PROGRESS: at 64.72% examples, 680756 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:52,727 : INFO : EPOCH 8 - PROGRESS: at 65.04% examples, 681091 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:53,728 : INFO : EPOCH 8 - PROGRESS: at 65.42% examples, 681355 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:01:54,734 : INFO : EPOCH 8 - PROGRESS: at 65.81% examples, 681597 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:55,736 : INFO : EPOCH 8 - PROGRESS: at 66.15% examples, 681853 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:01:56,753 : INFO : EPOCH 8 - PROGRESS: at 66.49% examples, 682160 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:57,775 : INFO : EPOCH 8 - PROGRESS: at 66.86% examples, 682400 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:58,779 : INFO : EPOCH 8 - PROGRESS: at 67.23% examples, 682742 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:01:59,779 : INFO : EPOCH 8 - PROGRESS: at 67.60% examples, 682912 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:00,785 : INFO : EPOCH 8 - PROGRESS: at 67.96% examples, 683180 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:01,790 : INFO : EPOCH 8 - PROGRESS: at 68.30% examples, 683447 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:02,791 : INFO : EPOCH 8 - PROGRESS: at 68.66% examples, 683697 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:03,797 : INFO : EPOCH 8 - PROGRESS: at 69.03% examples, 683882 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:04,798 : INFO : EPOCH 8 - PROGRESS: at 69.38% examples, 684141 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:05,799 : INFO : EPOCH 8 - PROGRESS: at 69.72% examples, 684365 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:06,813 : INFO : EPOCH 8 - PROGRESS: at 70.08% examples, 684562 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:07,816 : INFO : EPOCH 8 - PROGRESS: at 70.45% examples, 684789 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:02:08,829 : INFO : EPOCH 8 - PROGRESS: at 70.83% examples, 684988 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:09,839 : INFO : EPOCH 8 - PROGRESS: at 71.18% examples, 685203 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:10,847 : INFO : EPOCH 8 - PROGRESS: at 71.50% examples, 685445 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:11,849 : INFO : EPOCH 8 - PROGRESS: at 71.85% examples, 685745 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:12,853 : INFO : EPOCH 8 - PROGRESS: at 72.21% examples, 685925 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:13,855 : INFO : EPOCH 8 - PROGRESS: at 72.57% examples, 686143 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:14,870 : INFO : EPOCH 8 - PROGRESS: at 72.92% examples, 686337 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:15,871 : INFO : EPOCH 8 - PROGRESS: at 73.28% examples, 686566 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:16,886 : INFO : EPOCH 8 - PROGRESS: at 73.64% examples, 686757 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:17,897 : INFO : EPOCH 8 - PROGRESS: at 74.01% examples, 686973 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:18,900 : INFO : EPOCH 8 - PROGRESS: at 74.35% examples, 687167 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:19,905 : INFO : EPOCH 8 - PROGRESS: at 74.69% examples, 687307 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:20,906 : INFO : EPOCH 8 - PROGRESS: at 75.06% examples, 687559 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:21,921 : INFO : EPOCH 8 - PROGRESS: at 75.37% examples, 687743 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:22,929 : INFO : EPOCH 8 - PROGRESS: at 75.73% examples, 687960 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:23,936 : INFO : EPOCH 8 - PROGRESS: at 76.10% examples, 688176 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:24,941 : INFO : EPOCH 8 - PROGRESS: at 76.46% examples, 688351 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:25,941 : INFO : EPOCH 8 - PROGRESS: at 76.81% examples, 688560 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:26,943 : INFO : EPOCH 8 - PROGRESS: at 77.16% examples, 688742 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:27,945 : INFO : EPOCH 8 - PROGRESS: at 77.52% examples, 688881 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:28,949 : INFO : EPOCH 8 - PROGRESS: at 77.86% examples, 689117 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:29,960 : INFO : EPOCH 8 - PROGRESS: at 78.23% examples, 689270 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:30,962 : INFO : EPOCH 8 - PROGRESS: at 78.58% examples, 689455 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:31,964 : INFO : EPOCH 8 - PROGRESS: at 78.93% examples, 689584 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:32,969 : INFO : EPOCH 8 - PROGRESS: at 79.29% examples, 689750 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:33,979 : INFO : EPOCH 8 - PROGRESS: at 79.67% examples, 689934 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:02:35,000 : INFO : EPOCH 8 - PROGRESS: at 80.02% examples, 690088 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:36,000 : INFO : EPOCH 8 - PROGRESS: at 80.38% examples, 690274 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:37,001 : INFO : EPOCH 8 - PROGRESS: at 80.69% examples, 690522 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:38,009 : INFO : EPOCH 8 - PROGRESS: at 81.07% examples, 690648 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:39,022 : INFO : EPOCH 8 - PROGRESS: at 81.47% examples, 690779 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:40,032 : INFO : EPOCH 8 - PROGRESS: at 81.83% examples, 690931 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:41,040 : INFO : EPOCH 8 - PROGRESS: at 82.18% examples, 691154 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:42,041 : INFO : EPOCH 8 - PROGRESS: at 82.54% examples, 691306 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:43,051 : INFO : EPOCH 8 - PROGRESS: at 82.91% examples, 691472 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:44,054 : INFO : EPOCH 8 - PROGRESS: at 83.26% examples, 691676 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:45,062 : INFO : EPOCH 8 - PROGRESS: at 83.64% examples, 691827 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:46,065 : INFO : EPOCH 8 - PROGRESS: at 84.01% examples, 691967 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:47,079 : INFO : EPOCH 8 - PROGRESS: at 84.38% examples, 692143 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:48,084 : INFO : EPOCH 8 - PROGRESS: at 84.75% examples, 692289 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:49,091 : INFO : EPOCH 8 - PROGRESS: at 85.09% examples, 692467 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:50,105 : INFO : EPOCH 8 - PROGRESS: at 85.42% examples, 692649 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:51,111 : INFO : EPOCH 8 - PROGRESS: at 85.75% examples, 692829 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:52,115 : INFO : EPOCH 8 - PROGRESS: at 86.10% examples, 692977 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:53,117 : INFO : EPOCH 8 - PROGRESS: at 86.45% examples, 693172 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:54,121 : INFO : EPOCH 8 - PROGRESS: at 86.79% examples, 693352 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:55,121 : INFO : EPOCH 8 - PROGRESS: at 87.16% examples, 693523 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:56,124 : INFO : EPOCH 8 - PROGRESS: at 87.51% examples, 693661 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:57,128 : INFO : EPOCH 8 - PROGRESS: at 87.86% examples, 693758 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:58,145 : INFO : EPOCH 8 - PROGRESS: at 88.22% examples, 693883 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:02:59,151 : INFO : EPOCH 8 - PROGRESS: at 88.58% examples, 694076 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:00,159 : INFO : EPOCH 8 - PROGRESS: at 88.91% examples, 694249 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:01,164 : INFO : EPOCH 8 - PROGRESS: at 89.27% examples, 694381 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:02,171 : INFO : EPOCH 8 - PROGRESS: at 89.60% examples, 694508 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:03,173 : INFO : EPOCH 8 - PROGRESS: at 89.97% examples, 694654 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:04,174 : INFO : EPOCH 8 - PROGRESS: at 90.36% examples, 694793 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:05,178 : INFO : EPOCH 8 - PROGRESS: at 90.72% examples, 694904 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:06,181 : INFO : EPOCH 8 - PROGRESS: at 91.05% examples, 695033 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:07,181 : INFO : EPOCH 8 - PROGRESS: at 91.39% examples, 695213 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:08,204 : INFO : EPOCH 8 - PROGRESS: at 91.78% examples, 695293 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:03:09,206 : INFO : EPOCH 8 - PROGRESS: at 92.14% examples, 695436 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:10,208 : INFO : EPOCH 8 - PROGRESS: at 92.49% examples, 695598 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:11,219 : INFO : EPOCH 8 - PROGRESS: at 92.83% examples, 695756 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:12,232 : INFO : EPOCH 8 - PROGRESS: at 93.19% examples, 695850 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:03:13,235 : INFO : EPOCH 8 - PROGRESS: at 93.57% examples, 696005 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:14,237 : INFO : EPOCH 8 - PROGRESS: at 93.93% examples, 696094 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:15,248 : INFO : EPOCH 8 - PROGRESS: at 94.27% examples, 696230 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:16,250 : INFO : EPOCH 8 - PROGRESS: at 94.62% examples, 696360 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:17,262 : INFO : EPOCH 8 - PROGRESS: at 95.00% examples, 696487 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:18,263 : INFO : EPOCH 8 - PROGRESS: at 95.35% examples, 696659 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:03:19,266 : INFO : EPOCH 8 - PROGRESS: at 95.70% examples, 696805 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:20,268 : INFO : EPOCH 8 - PROGRESS: at 96.05% examples, 696926 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:21,269 : INFO : EPOCH 8 - PROGRESS: at 96.39% examples, 697077 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:22,272 : INFO : EPOCH 8 - PROGRESS: at 96.77% examples, 697191 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:23,288 : INFO : EPOCH 8 - PROGRESS: at 97.11% examples, 697305 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:24,300 : INFO : EPOCH 8 - PROGRESS: at 97.47% examples, 697397 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:25,304 : INFO : EPOCH 8 - PROGRESS: at 97.83% examples, 697509 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:26,308 : INFO : EPOCH 8 - PROGRESS: at 98.20% examples, 697595 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:27,322 : INFO : EPOCH 8 - PROGRESS: at 98.57% examples, 697714 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:28,323 : INFO : EPOCH 8 - PROGRESS: at 98.95% examples, 697844 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:29,343 : INFO : EPOCH 8 - PROGRESS: at 99.29% examples, 697911 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:30,344 : INFO : EPOCH 8 - PROGRESS: at 99.64% examples, 698088 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:31,348 : INFO : EPOCH 8 - PROGRESS: at 99.97% examples, 698224 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:31,409 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 03:03:31,421 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 03:03:31,426 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 03:03:31,430 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 03:03:31,431 : INFO : EPOCH - 8 : training on 265612569 raw words (206854997 effective words) took 296.2s, 698246 effective words/s
2020-07-24 03:03:32,447 : INFO : EPOCH 9 - PROGRESS: at 0.34% examples, 711724 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:33,453 : INFO : EPOCH 9 - PROGRESS: at 0.71% examples, 721928 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:34,466 : INFO : EPOCH 9 - PROGRESS: at 1.05% examples, 725227 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:35,486 : INFO : EPOCH 9 - PROGRESS: at 1.39% examples, 726742 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:36,497 : INFO : EPOCH 9 - PROGRESS: at 1.77% examples, 726819 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:37,499 : INFO : EPOCH 9 - PROGRESS: at 2.12% examples, 728415 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:38,515 : INFO : EPOCH 9 - PROGRESS: at 2.45% examples, 727836 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:39,525 : INFO : EPOCH 9 - PROGRESS: at 2.79% examples, 724676 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:40,531 : INFO : EPOCH 9 - PROGRESS: at 3.12% examples, 722868 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:41,534 : INFO : EPOCH 9 - PROGRESS: at 3.43% examples, 715785 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:03:42,538 : INFO : EPOCH 9 - PROGRESS: at 3.76% examples, 708846 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:43,548 : INFO : EPOCH 9 - PROGRESS: at 4.08% examples, 711036 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:44,568 : INFO : EPOCH 9 - PROGRESS: at 4.44% examples, 712233 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:45,585 : INFO : EPOCH 9 - PROGRESS: at 4.81% examples, 714720 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:03:46,585 : INFO : EPOCH 9 - PROGRESS: at 5.17% examples, 715918 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:47,590 : INFO : EPOCH 9 - PROGRESS: at 5.54% examples, 716876 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:48,609 : INFO : EPOCH 9 - PROGRESS: at 5.87% examples, 717274 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:49,611 : INFO : EPOCH 9 - PROGRESS: at 6.24% examples, 718465 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:50,625 : INFO : EPOCH 9 - PROGRESS: at 6.59% examples, 718759 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:51,640 : INFO : EPOCH 9 - PROGRESS: at 6.95% examples, 719409 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:52,654 : INFO : EPOCH 9 - PROGRESS: at 7.32% examples, 719935 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:53,663 : INFO : EPOCH 9 - PROGRESS: at 7.64% examples, 720658 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:54,664 : INFO : EPOCH 9 - PROGRESS: at 7.97% examples, 721209 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:55,665 : INFO : EPOCH 9 - PROGRESS: at 8.32% examples, 721361 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:56,669 : INFO : EPOCH 9 - PROGRESS: at 8.69% examples, 722047 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:57,671 : INFO : EPOCH 9 - PROGRESS: at 9.05% examples, 722260 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:58,677 : INFO : EPOCH 9 - PROGRESS: at 9.43% examples, 722313 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:03:59,681 : INFO : EPOCH 9 - PROGRESS: at 9.77% examples, 722813 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:00,684 : INFO : EPOCH 9 - PROGRESS: at 10.12% examples, 723189 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:01,692 : INFO : EPOCH 9 - PROGRESS: at 10.49% examples, 723434 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:02,700 : INFO : EPOCH 9 - PROGRESS: at 10.85% examples, 723538 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:03,707 : INFO : EPOCH 9 - PROGRESS: at 11.21% examples, 724069 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:04,714 : INFO : EPOCH 9 - PROGRESS: at 11.58% examples, 724200 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:05,718 : INFO : EPOCH 9 - PROGRESS: at 11.93% examples, 724226 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:06,723 : INFO : EPOCH 9 - PROGRESS: at 12.30% examples, 724690 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:07,741 : INFO : EPOCH 9 - PROGRESS: at 12.67% examples, 724693 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:08,744 : INFO : EPOCH 9 - PROGRESS: at 13.01% examples, 725130 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:09,763 : INFO : EPOCH 9 - PROGRESS: at 13.39% examples, 725009 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:10,766 : INFO : EPOCH 9 - PROGRESS: at 13.73% examples, 725476 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:11,767 : INFO : EPOCH 9 - PROGRESS: at 14.10% examples, 725790 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:04:12,769 : INFO : EPOCH 9 - PROGRESS: at 14.45% examples, 725923 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:13,787 : INFO : EPOCH 9 - PROGRESS: at 14.81% examples, 725833 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:14,790 : INFO : EPOCH 9 - PROGRESS: at 15.17% examples, 725761 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:15,800 : INFO : EPOCH 9 - PROGRESS: at 15.51% examples, 725849 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:04:16,802 : INFO : EPOCH 9 - PROGRESS: at 15.89% examples, 725941 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:17,803 : INFO : EPOCH 9 - PROGRESS: at 16.24% examples, 725976 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:18,805 : INFO : EPOCH 9 - PROGRESS: at 16.59% examples, 726286 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:19,823 : INFO : EPOCH 9 - PROGRESS: at 16.92% examples, 726331 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:20,826 : INFO : EPOCH 9 - PROGRESS: at 17.30% examples, 726647 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:21,827 : INFO : EPOCH 9 - PROGRESS: at 17.64% examples, 726648 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:22,829 : INFO : EPOCH 9 - PROGRESS: at 18.00% examples, 726705 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:23,838 : INFO : EPOCH 9 - PROGRESS: at 18.36% examples, 726779 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:24,855 : INFO : EPOCH 9 - PROGRESS: at 18.73% examples, 726783 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:25,869 : INFO : EPOCH 9 - PROGRESS: at 19.07% examples, 727068 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:26,871 : INFO : EPOCH 9 - PROGRESS: at 19.42% examples, 727080 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:27,877 : INFO : EPOCH 9 - PROGRESS: at 19.78% examples, 727214 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:28,880 : INFO : EPOCH 9 - PROGRESS: at 20.15% examples, 727274 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:29,889 : INFO : EPOCH 9 - PROGRESS: at 20.49% examples, 727413 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:04:30,897 : INFO : EPOCH 9 - PROGRESS: at 20.83% examples, 727442 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:31,899 : INFO : EPOCH 9 - PROGRESS: at 21.17% examples, 727626 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:04:32,899 : INFO : EPOCH 9 - PROGRESS: at 21.53% examples, 727532 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:33,915 : INFO : EPOCH 9 - PROGRESS: at 21.90% examples, 727448 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:34,926 : INFO : EPOCH 9 - PROGRESS: at 22.26% examples, 727467 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:35,927 : INFO : EPOCH 9 - PROGRESS: at 22.60% examples, 727697 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:36,937 : INFO : EPOCH 9 - PROGRESS: at 22.98% examples, 727634 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:37,947 : INFO : EPOCH 9 - PROGRESS: at 23.32% examples, 727600 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:38,959 : INFO : EPOCH 9 - PROGRESS: at 23.69% examples, 727591 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:39,962 : INFO : EPOCH 9 - PROGRESS: at 24.03% examples, 726984 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:40,976 : INFO : EPOCH 9 - PROGRESS: at 24.37% examples, 725902 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:41,978 : INFO : EPOCH 9 - PROGRESS: at 24.71% examples, 725051 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:04:42,979 : INFO : EPOCH 9 - PROGRESS: at 25.02% examples, 724188 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:43,994 : INFO : EPOCH 9 - PROGRESS: at 25.37% examples, 723381 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:45,015 : INFO : EPOCH 9 - PROGRESS: at 25.68% examples, 722502 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:46,024 : INFO : EPOCH 9 - PROGRESS: at 25.99% examples, 721903 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:47,048 : INFO : EPOCH 9 - PROGRESS: at 26.31% examples, 721022 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:48,054 : INFO : EPOCH 9 - PROGRESS: at 26.65% examples, 720413 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:49,065 : INFO : EPOCH 9 - PROGRESS: at 26.98% examples, 719761 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:50,093 : INFO : EPOCH 9 - PROGRESS: at 27.32% examples, 718945 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:51,109 : INFO : EPOCH 9 - PROGRESS: at 27.62% examples, 718414 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:52,113 : INFO : EPOCH 9 - PROGRESS: at 27.96% examples, 717692 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:04:53,115 : INFO : EPOCH 9 - PROGRESS: at 28.29% examples, 717008 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:54,116 : INFO : EPOCH 9 - PROGRESS: at 28.58% examples, 716557 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:55,117 : INFO : EPOCH 9 - PROGRESS: at 28.91% examples, 715858 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:56,126 : INFO : EPOCH 9 - PROGRESS: at 29.23% examples, 715373 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:57,141 : INFO : EPOCH 9 - PROGRESS: at 29.56% examples, 714839 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:58,147 : INFO : EPOCH 9 - PROGRESS: at 29.89% examples, 714275 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:04:59,149 : INFO : EPOCH 9 - PROGRESS: at 30.20% examples, 713694 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:00,151 : INFO : EPOCH 9 - PROGRESS: at 30.53% examples, 713036 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:05:01,175 : INFO : EPOCH 9 - PROGRESS: at 30.87% examples, 712499 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:02,186 : INFO : EPOCH 9 - PROGRESS: at 31.18% examples, 712047 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:03,191 : INFO : EPOCH 9 - PROGRESS: at 31.50% examples, 711586 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:04,192 : INFO : EPOCH 9 - PROGRESS: at 31.84% examples, 710958 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:05,202 : INFO : EPOCH 9 - PROGRESS: at 32.20% examples, 710390 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:06,203 : INFO : EPOCH 9 - PROGRESS: at 32.54% examples, 709905 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:07,205 : INFO : EPOCH 9 - PROGRESS: at 32.86% examples, 709493 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:08,217 : INFO : EPOCH 9 - PROGRESS: at 33.17% examples, 708984 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:09,226 : INFO : EPOCH 9 - PROGRESS: at 33.51% examples, 708628 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:05:10,237 : INFO : EPOCH 9 - PROGRESS: at 33.85% examples, 708181 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:11,241 : INFO : EPOCH 9 - PROGRESS: at 34.15% examples, 707828 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:12,264 : INFO : EPOCH 9 - PROGRESS: at 34.49% examples, 707417 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:05:13,266 : INFO : EPOCH 9 - PROGRESS: at 34.83% examples, 707087 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:14,269 : INFO : EPOCH 9 - PROGRESS: at 35.13% examples, 706677 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:15,269 : INFO : EPOCH 9 - PROGRESS: at 35.47% examples, 706084 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:16,277 : INFO : EPOCH 9 - PROGRESS: at 35.78% examples, 705742 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:17,280 : INFO : EPOCH 9 - PROGRESS: at 36.10% examples, 705358 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:05:18,287 : INFO : EPOCH 9 - PROGRESS: at 36.44% examples, 705023 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:19,298 : INFO : EPOCH 9 - PROGRESS: at 36.79% examples, 704511 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:05:20,311 : INFO : EPOCH 9 - PROGRESS: at 37.10% examples, 704131 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:21,322 : INFO : EPOCH 9 - PROGRESS: at 37.43% examples, 703782 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:22,326 : INFO : EPOCH 9 - PROGRESS: at 37.73% examples, 703379 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:23,346 : INFO : EPOCH 9 - PROGRESS: at 38.06% examples, 703068 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:24,349 : INFO : EPOCH 9 - PROGRESS: at 38.38% examples, 702824 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:25,375 : INFO : EPOCH 9 - PROGRESS: at 38.71% examples, 702428 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:26,380 : INFO : EPOCH 9 - PROGRESS: at 39.04% examples, 702082 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:27,380 : INFO : EPOCH 9 - PROGRESS: at 39.35% examples, 701779 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:28,382 : INFO : EPOCH 9 - PROGRESS: at 39.69% examples, 701511 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:29,387 : INFO : EPOCH 9 - PROGRESS: at 40.01% examples, 701144 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:30,387 : INFO : EPOCH 9 - PROGRESS: at 40.35% examples, 700827 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:31,399 : INFO : EPOCH 9 - PROGRESS: at 40.64% examples, 700515 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:32,403 : INFO : EPOCH 9 - PROGRESS: at 40.96% examples, 700307 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:33,418 : INFO : EPOCH 9 - PROGRESS: at 41.30% examples, 699964 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:34,420 : INFO : EPOCH 9 - PROGRESS: at 41.64% examples, 699656 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:35,422 : INFO : EPOCH 9 - PROGRESS: at 41.96% examples, 699480 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:36,427 : INFO : EPOCH 9 - PROGRESS: at 42.29% examples, 699048 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:05:37,450 : INFO : EPOCH 9 - PROGRESS: at 42.62% examples, 698775 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:38,459 : INFO : EPOCH 9 - PROGRESS: at 42.96% examples, 698561 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:39,479 : INFO : EPOCH 9 - PROGRESS: at 43.29% examples, 698236 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:05:40,490 : INFO : EPOCH 9 - PROGRESS: at 43.63% examples, 697951 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:41,491 : INFO : EPOCH 9 - PROGRESS: at 43.95% examples, 697694 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:42,502 : INFO : EPOCH 9 - PROGRESS: at 44.27% examples, 697407 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:43,510 : INFO : EPOCH 9 - PROGRESS: at 44.60% examples, 697104 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:44,511 : INFO : EPOCH 9 - PROGRESS: at 44.92% examples, 696847 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:05:45,528 : INFO : EPOCH 9 - PROGRESS: at 45.24% examples, 696581 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:46,537 : INFO : EPOCH 9 - PROGRESS: at 45.56% examples, 696414 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:47,554 : INFO : EPOCH 9 - PROGRESS: at 45.87% examples, 696134 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:48,558 : INFO : EPOCH 9 - PROGRESS: at 46.20% examples, 695897 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:49,580 : INFO : EPOCH 9 - PROGRESS: at 46.54% examples, 695659 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:50,582 : INFO : EPOCH 9 - PROGRESS: at 46.85% examples, 695503 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:51,593 : INFO : EPOCH 9 - PROGRESS: at 47.16% examples, 695132 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:05:52,607 : INFO : EPOCH 9 - PROGRESS: at 47.50% examples, 694888 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:05:53,609 : INFO : EPOCH 9 - PROGRESS: at 47.82% examples, 694706 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:54,614 : INFO : EPOCH 9 - PROGRESS: at 48.14% examples, 694548 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:55,620 : INFO : EPOCH 9 - PROGRESS: at 48.45% examples, 694320 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:05:56,624 : INFO : EPOCH 9 - PROGRESS: at 48.77% examples, 694028 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:57,628 : INFO : EPOCH 9 - PROGRESS: at 49.07% examples, 693884 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:05:58,635 : INFO : EPOCH 9 - PROGRESS: at 49.40% examples, 693771 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:05:59,650 : INFO : EPOCH 9 - PROGRESS: at 49.72% examples, 693560 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:00,651 : INFO : EPOCH 9 - PROGRESS: at 50.03% examples, 693303 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:01,655 : INFO : EPOCH 9 - PROGRESS: at 50.37% examples, 693116 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:02,657 : INFO : EPOCH 9 - PROGRESS: at 50.69% examples, 692943 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:06:03,661 : INFO : EPOCH 9 - PROGRESS: at 51.01% examples, 692778 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:06:04,663 : INFO : EPOCH 9 - PROGRESS: at 51.31% examples, 692605 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:06:05,667 : INFO : EPOCH 9 - PROGRESS: at 51.65% examples, 692503 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:06,681 : INFO : EPOCH 9 - PROGRESS: at 51.97% examples, 692264 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:07,683 : INFO : EPOCH 9 - PROGRESS: at 52.27% examples, 692113 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:08,698 : INFO : EPOCH 9 - PROGRESS: at 52.60% examples, 691860 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:09,700 : INFO : EPOCH 9 - PROGRESS: at 52.92% examples, 691700 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:06:10,723 : INFO : EPOCH 9 - PROGRESS: at 53.25% examples, 691468 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:11,739 : INFO : EPOCH 9 - PROGRESS: at 53.57% examples, 691334 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:12,755 : INFO : EPOCH 9 - PROGRESS: at 53.88% examples, 691171 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:13,768 : INFO : EPOCH 9 - PROGRESS: at 54.22% examples, 691043 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:14,796 : INFO : EPOCH 9 - PROGRESS: at 54.56% examples, 690855 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:15,802 : INFO : EPOCH 9 - PROGRESS: at 54.89% examples, 690732 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:16,803 : INFO : EPOCH 9 - PROGRESS: at 55.20% examples, 690584 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:17,805 : INFO : EPOCH 9 - PROGRESS: at 55.52% examples, 690446 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:18,805 : INFO : EPOCH 9 - PROGRESS: at 55.82% examples, 690115 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:19,821 : INFO : EPOCH 9 - PROGRESS: at 56.14% examples, 689782 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:20,822 : INFO : EPOCH 9 - PROGRESS: at 56.45% examples, 689468 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:21,841 : INFO : EPOCH 9 - PROGRESS: at 56.73% examples, 688838 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:22,848 : INFO : EPOCH 9 - PROGRESS: at 57.06% examples, 688742 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:06:23,863 : INFO : EPOCH 9 - PROGRESS: at 57.46% examples, 689010 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:24,869 : INFO : EPOCH 9 - PROGRESS: at 57.80% examples, 689268 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:25,877 : INFO : EPOCH 9 - PROGRESS: at 58.18% examples, 689476 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:26,885 : INFO : EPOCH 9 - PROGRESS: at 58.54% examples, 689690 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:27,892 : INFO : EPOCH 9 - PROGRESS: at 58.89% examples, 689930 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:28,904 : INFO : EPOCH 9 - PROGRESS: at 59.28% examples, 690178 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:29,905 : INFO : EPOCH 9 - PROGRESS: at 59.66% examples, 690378 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:06:30,921 : INFO : EPOCH 9 - PROGRESS: at 60.02% examples, 690638 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:06:31,924 : INFO : EPOCH 9 - PROGRESS: at 60.37% examples, 690820 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:32,927 : INFO : EPOCH 9 - PROGRESS: at 60.71% examples, 691077 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:33,937 : INFO : EPOCH 9 - PROGRESS: at 61.08% examples, 691280 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:34,961 : INFO : EPOCH 9 - PROGRESS: at 61.44% examples, 691454 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:35,963 : INFO : EPOCH 9 - PROGRESS: at 61.79% examples, 691684 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:36,973 : INFO : EPOCH 9 - PROGRESS: at 62.14% examples, 691928 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:37,981 : INFO : EPOCH 9 - PROGRESS: at 62.48% examples, 692148 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:38,983 : INFO : EPOCH 9 - PROGRESS: at 62.82% examples, 692354 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:39,984 : INFO : EPOCH 9 - PROGRESS: at 63.19% examples, 692545 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:40,994 : INFO : EPOCH 9 - PROGRESS: at 63.55% examples, 692793 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:06:41,998 : INFO : EPOCH 9 - PROGRESS: at 63.90% examples, 692985 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:43,008 : INFO : EPOCH 9 - PROGRESS: at 64.25% examples, 693237 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:44,016 : INFO : EPOCH 9 - PROGRESS: at 64.60% examples, 693417 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:45,023 : INFO : EPOCH 9 - PROGRESS: at 64.93% examples, 693709 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:46,026 : INFO : EPOCH 9 - PROGRESS: at 65.29% examples, 693887 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:47,027 : INFO : EPOCH 9 - PROGRESS: at 65.66% examples, 694065 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:48,046 : INFO : EPOCH 9 - PROGRESS: at 66.03% examples, 694251 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:49,049 : INFO : EPOCH 9 - PROGRESS: at 66.37% examples, 694431 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:50,050 : INFO : EPOCH 9 - PROGRESS: at 66.72% examples, 694635 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:51,051 : INFO : EPOCH 9 - PROGRESS: at 67.07% examples, 694841 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:52,057 : INFO : EPOCH 9 - PROGRESS: at 67.46% examples, 695037 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:53,059 : INFO : EPOCH 9 - PROGRESS: at 67.82% examples, 695233 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:54,066 : INFO : EPOCH 9 - PROGRESS: at 68.17% examples, 695408 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:55,079 : INFO : EPOCH 9 - PROGRESS: at 68.53% examples, 695650 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:06:56,080 : INFO : EPOCH 9 - PROGRESS: at 68.90% examples, 695873 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:57,085 : INFO : EPOCH 9 - PROGRESS: at 69.26% examples, 696047 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:06:58,088 : INFO : EPOCH 9 - PROGRESS: at 69.60% examples, 696223 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:06:59,094 : INFO : EPOCH 9 - PROGRESS: at 69.95% examples, 696392 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:00,109 : INFO : EPOCH 9 - PROGRESS: at 70.32% examples, 696557 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:01,115 : INFO : EPOCH 9 - PROGRESS: at 70.71% examples, 696718 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:02,117 : INFO : EPOCH 9 - PROGRESS: at 71.05% examples, 696831 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:03,122 : INFO : EPOCH 9 - PROGRESS: at 71.38% examples, 697075 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:04,126 : INFO : EPOCH 9 - PROGRESS: at 71.72% examples, 697209 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:05,130 : INFO : EPOCH 9 - PROGRESS: at 72.07% examples, 697376 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:06,138 : INFO : EPOCH 9 - PROGRESS: at 72.43% examples, 697537 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:07:07,139 : INFO : EPOCH 9 - PROGRESS: at 72.80% examples, 697700 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:08,147 : INFO : EPOCH 9 - PROGRESS: at 73.12% examples, 697851 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:09,149 : INFO : EPOCH 9 - PROGRESS: at 73.51% examples, 697982 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:07:10,151 : INFO : EPOCH 9 - PROGRESS: at 73.87% examples, 698168 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:11,168 : INFO : EPOCH 9 - PROGRESS: at 74.21% examples, 698299 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:12,173 : INFO : EPOCH 9 - PROGRESS: at 74.57% examples, 698481 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:07:13,187 : INFO : EPOCH 9 - PROGRESS: at 74.94% examples, 698653 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:14,195 : INFO : EPOCH 9 - PROGRESS: at 75.27% examples, 698869 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:15,196 : INFO : EPOCH 9 - PROGRESS: at 75.60% examples, 699022 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:07:16,220 : INFO : EPOCH 9 - PROGRESS: at 75.97% examples, 699155 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:17,227 : INFO : EPOCH 9 - PROGRESS: at 76.35% examples, 699336 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:18,233 : INFO : EPOCH 9 - PROGRESS: at 76.70% examples, 699493 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:19,243 : INFO : EPOCH 9 - PROGRESS: at 77.05% examples, 699600 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:20,254 : INFO : EPOCH 9 - PROGRESS: at 77.41% examples, 699750 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:21,257 : INFO : EPOCH 9 - PROGRESS: at 77.74% examples, 699932 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:22,266 : INFO : EPOCH 9 - PROGRESS: at 78.12% examples, 700066 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:23,271 : INFO : EPOCH 9 - PROGRESS: at 78.46% examples, 700186 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:24,275 : INFO : EPOCH 9 - PROGRESS: at 78.82% examples, 700358 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:25,287 : INFO : EPOCH 9 - PROGRESS: at 79.19% examples, 700417 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:26,289 : INFO : EPOCH 9 - PROGRESS: at 79.56% examples, 700571 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:27,297 : INFO : EPOCH 9 - PROGRESS: at 79.90% examples, 700648 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:28,299 : INFO : EPOCH 9 - PROGRESS: at 80.25% examples, 700757 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:07:29,301 : INFO : EPOCH 9 - PROGRESS: at 80.58% examples, 700904 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:30,302 : INFO : EPOCH 9 - PROGRESS: at 80.92% examples, 701043 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:31,304 : INFO : EPOCH 9 - PROGRESS: at 81.34% examples, 701106 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:32,308 : INFO : EPOCH 9 - PROGRESS: at 81.71% examples, 701209 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:33,317 : INFO : EPOCH 9 - PROGRESS: at 82.05% examples, 701369 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:34,319 : INFO : EPOCH 9 - PROGRESS: at 82.41% examples, 701505 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:35,327 : INFO : EPOCH 9 - PROGRESS: at 82.77% examples, 701591 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:36,336 : INFO : EPOCH 9 - PROGRESS: at 83.13% examples, 701714 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:37,340 : INFO : EPOCH 9 - PROGRESS: at 83.49% examples, 701848 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:07:38,355 : INFO : EPOCH 9 - PROGRESS: at 83.87% examples, 701962 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:39,372 : INFO : EPOCH 9 - PROGRESS: at 84.25% examples, 702071 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:40,379 : INFO : EPOCH 9 - PROGRESS: at 84.61% examples, 702207 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:41,392 : INFO : EPOCH 9 - PROGRESS: at 84.95% examples, 702327 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:42,392 : INFO : EPOCH 9 - PROGRESS: at 85.30% examples, 702443 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:43,393 : INFO : EPOCH 9 - PROGRESS: at 85.62% examples, 702614 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:44,393 : INFO : EPOCH 9 - PROGRESS: at 85.97% examples, 702726 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:45,398 : INFO : EPOCH 9 - PROGRESS: at 86.31% examples, 702874 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:46,407 : INFO : EPOCH 9 - PROGRESS: at 86.66% examples, 702990 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:47,408 : INFO : EPOCH 9 - PROGRESS: at 87.02% examples, 703140 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:48,417 : INFO : EPOCH 9 - PROGRESS: at 87.38% examples, 703241 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:49,417 : INFO : EPOCH 9 - PROGRESS: at 87.72% examples, 703360 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:50,427 : INFO : EPOCH 9 - PROGRESS: at 88.10% examples, 703462 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:51,447 : INFO : EPOCH 9 - PROGRESS: at 88.45% examples, 703543 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:52,458 : INFO : EPOCH 9 - PROGRESS: at 88.80% examples, 703629 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:53,465 : INFO : EPOCH 9 - PROGRESS: at 89.11% examples, 703770 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:07:54,466 : INFO : EPOCH 9 - PROGRESS: at 89.48% examples, 703881 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:55,477 : INFO : EPOCH 9 - PROGRESS: at 89.83% examples, 703940 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:56,478 : INFO : EPOCH 9 - PROGRESS: at 90.21% examples, 704050 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:57,487 : INFO : EPOCH 9 - PROGRESS: at 90.58% examples, 704135 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:58,499 : INFO : EPOCH 9 - PROGRESS: at 90.93% examples, 704215 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:07:59,512 : INFO : EPOCH 9 - PROGRESS: at 91.26% examples, 704346 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:00,520 : INFO : EPOCH 9 - PROGRESS: at 91.63% examples, 704451 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:01,532 : INFO : EPOCH 9 - PROGRESS: at 92.00% examples, 704516 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:02,535 : INFO : EPOCH 9 - PROGRESS: at 92.36% examples, 704626 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:03,544 : INFO : EPOCH 9 - PROGRESS: at 92.70% examples, 704764 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:04,549 : INFO : EPOCH 9 - PROGRESS: at 93.05% examples, 704872 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:05,550 : INFO : EPOCH 9 - PROGRESS: at 93.43% examples, 704948 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:06,555 : INFO : EPOCH 9 - PROGRESS: at 93.79% examples, 705030 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:07,557 : INFO : EPOCH 9 - PROGRESS: at 94.15% examples, 705070 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:08,558 : INFO : EPOCH 9 - PROGRESS: at 94.47% examples, 705192 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:09,563 : INFO : EPOCH 9 - PROGRESS: at 94.85% examples, 705284 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:10,570 : INFO : EPOCH 9 - PROGRESS: at 95.22% examples, 705416 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:11,572 : INFO : EPOCH 9 - PROGRESS: at 95.55% examples, 705569 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:12,596 : INFO : EPOCH 9 - PROGRESS: at 95.92% examples, 705646 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:13,601 : INFO : EPOCH 9 - PROGRESS: at 96.27% examples, 705787 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:14,602 : INFO : EPOCH 9 - PROGRESS: at 96.62% examples, 705872 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:15,617 : INFO : EPOCH 9 - PROGRESS: at 96.98% examples, 705954 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:08:16,624 : INFO : EPOCH 9 - PROGRESS: at 97.34% examples, 706050 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:17,625 : INFO : EPOCH 9 - PROGRESS: at 97.71% examples, 706145 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:18,627 : INFO : EPOCH 9 - PROGRESS: at 98.05% examples, 706225 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:19,628 : INFO : EPOCH 9 - PROGRESS: at 98.43% examples, 706307 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:20,631 : INFO : EPOCH 9 - PROGRESS: at 98.79% examples, 706374 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:21,641 : INFO : EPOCH 9 - PROGRESS: at 99.16% examples, 706452 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:22,654 : INFO : EPOCH 9 - PROGRESS: at 99.52% examples, 706525 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:23,656 : INFO : EPOCH 9 - PROGRESS: at 99.83% examples, 706667 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:24,113 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 03:08:24,122 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 03:08:24,127 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 03:08:24,131 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 03:08:24,132 : INFO : EPOCH - 9 : training on 265612569 raw words (206853626 effective words) took 292.7s, 706714 effective words/s
2020-07-24 03:08:25,138 : INFO : EPOCH 10 - PROGRESS: at 0.34% examples, 715278 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:26,146 : INFO : EPOCH 10 - PROGRESS: at 0.70% examples, 717704 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:27,151 : INFO : EPOCH 10 - PROGRESS: at 1.04% examples, 722124 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:28,163 : INFO : EPOCH 10 - PROGRESS: at 1.38% examples, 721065 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:29,175 : INFO : EPOCH 10 - PROGRESS: at 1.76% examples, 723280 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:30,176 : INFO : EPOCH 10 - PROGRESS: at 2.11% examples, 727749 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:31,186 : INFO : EPOCH 10 - PROGRESS: at 2.45% examples, 729977 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:32,191 : INFO : EPOCH 10 - PROGRESS: at 2.79% examples, 730161 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:33,193 : INFO : EPOCH 10 - PROGRESS: at 3.14% examples, 730574 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:34,200 : INFO : EPOCH 10 - PROGRESS: at 3.50% examples, 730898 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:35,208 : INFO : EPOCH 10 - PROGRESS: at 3.86% examples, 730734 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:36,214 : INFO : EPOCH 10 - PROGRESS: at 4.19% examples, 730522 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:08:37,217 : INFO : EPOCH 10 - PROGRESS: at 4.54% examples, 731086 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:38,226 : INFO : EPOCH 10 - PROGRESS: at 4.91% examples, 731723 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:39,228 : INFO : EPOCH 10 - PROGRESS: at 5.27% examples, 731619 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:40,235 : INFO : EPOCH 10 - PROGRESS: at 5.64% examples, 731884 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:41,236 : INFO : EPOCH 10 - PROGRESS: at 5.99% examples, 732461 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:42,240 : INFO : EPOCH 10 - PROGRESS: at 6.33% examples, 732327 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:43,251 : INFO : EPOCH 10 - PROGRESS: at 6.68% examples, 732005 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:44,258 : INFO : EPOCH 10 - PROGRESS: at 7.04% examples, 732203 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:45,265 : INFO : EPOCH 10 - PROGRESS: at 7.39% examples, 732455 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:46,276 : INFO : EPOCH 10 - PROGRESS: at 7.74% examples, 732137 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:08:47,277 : INFO : EPOCH 10 - PROGRESS: at 8.06% examples, 732390 words/s, in_qsize 8, out_qsize 1
2020-07-24 03:08:48,284 : INFO : EPOCH 10 - PROGRESS: at 8.43% examples, 732342 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:49,292 : INFO : EPOCH 10 - PROGRESS: at 8.80% examples, 732530 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:50,301 : INFO : EPOCH 10 - PROGRESS: at 9.16% examples, 732447 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:51,314 : INFO : EPOCH 10 - PROGRESS: at 9.54% examples, 732257 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:52,325 : INFO : EPOCH 10 - PROGRESS: at 9.88% examples, 732302 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:53,335 : INFO : EPOCH 10 - PROGRESS: at 10.24% examples, 732722 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:08:54,341 : INFO : EPOCH 10 - PROGRESS: at 10.62% examples, 732842 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:08:55,346 : INFO : EPOCH 10 - PROGRESS: at 10.99% examples, 732813 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:56,351 : INFO : EPOCH 10 - PROGRESS: at 11.34% examples, 733005 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:57,356 : INFO : EPOCH 10 - PROGRESS: at 11.71% examples, 733311 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:58,361 : INFO : EPOCH 10 - PROGRESS: at 12.06% examples, 732967 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:08:59,361 : INFO : EPOCH 10 - PROGRESS: at 12.40% examples, 731944 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:09:00,361 : INFO : EPOCH 10 - PROGRESS: at 12.75% examples, 730733 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:01,375 : INFO : EPOCH 10 - PROGRESS: at 13.06% examples, 728928 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:02,383 : INFO : EPOCH 10 - PROGRESS: at 13.38% examples, 725931 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:03,390 : INFO : EPOCH 10 - PROGRESS: at 13.72% examples, 726550 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:04,395 : INFO : EPOCH 10 - PROGRESS: at 14.09% examples, 726444 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:05,405 : INFO : EPOCH 10 - PROGRESS: at 14.44% examples, 726390 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:09:06,418 : INFO : EPOCH 10 - PROGRESS: at 14.80% examples, 726653 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:07,419 : INFO : EPOCH 10 - PROGRESS: at 15.17% examples, 726770 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:08,430 : INFO : EPOCH 10 - PROGRESS: at 15.51% examples, 726980 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:09,439 : INFO : EPOCH 10 - PROGRESS: at 15.89% examples, 727125 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:10,439 : INFO : EPOCH 10 - PROGRESS: at 16.24% examples, 726938 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:11,460 : INFO : EPOCH 10 - PROGRESS: at 16.60% examples, 727087 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:12,463 : INFO : EPOCH 10 - PROGRESS: at 16.93% examples, 727360 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:09:13,484 : INFO : EPOCH 10 - PROGRESS: at 17.30% examples, 727395 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:14,505 : INFO : EPOCH 10 - PROGRESS: at 17.65% examples, 727602 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:15,508 : INFO : EPOCH 10 - PROGRESS: at 18.01% examples, 727991 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:09:16,516 : INFO : EPOCH 10 - PROGRESS: at 18.38% examples, 727836 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:17,518 : INFO : EPOCH 10 - PROGRESS: at 18.74% examples, 727877 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:18,528 : INFO : EPOCH 10 - PROGRESS: at 19.08% examples, 728099 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:19,540 : INFO : EPOCH 10 - PROGRESS: at 19.44% examples, 728122 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:20,552 : INFO : EPOCH 10 - PROGRESS: at 19.80% examples, 728364 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:21,553 : INFO : EPOCH 10 - PROGRESS: at 20.17% examples, 728450 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:22,579 : INFO : EPOCH 10 - PROGRESS: at 20.51% examples, 728437 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:23,585 : INFO : EPOCH 10 - PROGRESS: at 20.86% examples, 728646 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:09:24,587 : INFO : EPOCH 10 - PROGRESS: at 21.20% examples, 728918 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:25,593 : INFO : EPOCH 10 - PROGRESS: at 21.58% examples, 728859 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:09:26,607 : INFO : EPOCH 10 - PROGRESS: at 21.94% examples, 728912 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:27,613 : INFO : EPOCH 10 - PROGRESS: at 22.30% examples, 729082 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:09:28,616 : INFO : EPOCH 10 - PROGRESS: at 22.65% examples, 729197 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:29,616 : INFO : EPOCH 10 - PROGRESS: at 23.01% examples, 729344 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:09:30,616 : INFO : EPOCH 10 - PROGRESS: at 23.37% examples, 729347 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:31,617 : INFO : EPOCH 10 - PROGRESS: at 23.73% examples, 729312 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:32,621 : INFO : EPOCH 10 - PROGRESS: at 24.09% examples, 729302 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:09:33,626 : INFO : EPOCH 10 - PROGRESS: at 24.46% examples, 729371 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:09:34,629 : INFO : EPOCH 10 - PROGRESS: at 24.84% examples, 729407 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:35,629 : INFO : EPOCH 10 - PROGRESS: at 25.19% examples, 729455 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:36,637 : INFO : EPOCH 10 - PROGRESS: at 25.55% examples, 729498 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:37,638 : INFO : EPOCH 10 - PROGRESS: at 25.89% examples, 729638 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:38,658 : INFO : EPOCH 10 - PROGRESS: at 26.25% examples, 729723 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:39,675 : INFO : EPOCH 10 - PROGRESS: at 26.61% examples, 729716 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:40,677 : INFO : EPOCH 10 - PROGRESS: at 26.97% examples, 729780 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:09:41,678 : INFO : EPOCH 10 - PROGRESS: at 27.34% examples, 729899 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:42,684 : INFO : EPOCH 10 - PROGRESS: at 27.67% examples, 729994 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:43,694 : INFO : EPOCH 10 - PROGRESS: at 28.05% examples, 730063 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:44,698 : INFO : EPOCH 10 - PROGRESS: at 28.40% examples, 730159 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:45,710 : INFO : EPOCH 10 - PROGRESS: at 28.74% examples, 730266 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:46,717 : INFO : EPOCH 10 - PROGRESS: at 29.11% examples, 730332 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:47,726 : INFO : EPOCH 10 - PROGRESS: at 29.45% examples, 730359 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:09:48,728 : INFO : EPOCH 10 - PROGRESS: at 29.81% examples, 730502 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:49,730 : INFO : EPOCH 10 - PROGRESS: at 30.18% examples, 730546 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:50,735 : INFO : EPOCH 10 - PROGRESS: at 30.54% examples, 730614 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:51,738 : INFO : EPOCH 10 - PROGRESS: at 30.90% examples, 730542 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:52,752 : INFO : EPOCH 10 - PROGRESS: at 31.24% examples, 730580 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:53,767 : INFO : EPOCH 10 - PROGRESS: at 31.61% examples, 730618 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:54,787 : INFO : EPOCH 10 - PROGRESS: at 31.99% examples, 730715 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:55,789 : INFO : EPOCH 10 - PROGRESS: at 32.39% examples, 730730 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:56,791 : INFO : EPOCH 10 - PROGRESS: at 32.75% examples, 730620 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:57,801 : INFO : EPOCH 10 - PROGRESS: at 33.10% examples, 730646 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:09:58,814 : INFO : EPOCH 10 - PROGRESS: at 33.46% examples, 730908 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:09:59,816 : INFO : EPOCH 10 - PROGRESS: at 33.83% examples, 730954 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:00,818 : INFO : EPOCH 10 - PROGRESS: at 34.17% examples, 730968 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:01,839 : INFO : EPOCH 10 - PROGRESS: at 34.54% examples, 730964 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:02,851 : INFO : EPOCH 10 - PROGRESS: at 34.91% examples, 731054 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:03,856 : INFO : EPOCH 10 - PROGRESS: at 35.26% examples, 731128 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:10:04,857 : INFO : EPOCH 10 - PROGRESS: at 35.62% examples, 731119 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:05,859 : INFO : EPOCH 10 - PROGRESS: at 35.96% examples, 731148 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:06,864 : INFO : EPOCH 10 - PROGRESS: at 36.32% examples, 731180 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:07,875 : INFO : EPOCH 10 - PROGRESS: at 36.71% examples, 731087 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:08,883 : INFO : EPOCH 10 - PROGRESS: at 37.06% examples, 730988 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:09,887 : INFO : EPOCH 10 - PROGRESS: at 37.42% examples, 731142 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:10,893 : INFO : EPOCH 10 - PROGRESS: at 37.77% examples, 731231 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:11,904 : INFO : EPOCH 10 - PROGRESS: at 38.13% examples, 731333 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:12,904 : INFO : EPOCH 10 - PROGRESS: at 38.48% examples, 731428 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:13,905 : INFO : EPOCH 10 - PROGRESS: at 38.83% examples, 731409 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:14,914 : INFO : EPOCH 10 - PROGRESS: at 39.18% examples, 731428 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:15,929 : INFO : EPOCH 10 - PROGRESS: at 39.56% examples, 731405 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:16,930 : INFO : EPOCH 10 - PROGRESS: at 39.90% examples, 731466 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:10:17,935 : INFO : EPOCH 10 - PROGRESS: at 40.29% examples, 731508 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:10:18,943 : INFO : EPOCH 10 - PROGRESS: at 40.62% examples, 731525 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:19,943 : INFO : EPOCH 10 - PROGRESS: at 40.97% examples, 731631 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:20,972 : INFO : EPOCH 10 - PROGRESS: at 41.34% examples, 731525 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:21,972 : INFO : EPOCH 10 - PROGRESS: at 41.72% examples, 731636 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:22,978 : INFO : EPOCH 10 - PROGRESS: at 42.07% examples, 731647 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:23,990 : INFO : EPOCH 10 - PROGRESS: at 42.43% examples, 731441 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:24,993 : INFO : EPOCH 10 - PROGRESS: at 42.78% examples, 731425 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:26,001 : INFO : EPOCH 10 - PROGRESS: at 43.16% examples, 731443 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:27,004 : INFO : EPOCH 10 - PROGRESS: at 43.52% examples, 731492 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:28,007 : INFO : EPOCH 10 - PROGRESS: at 43.89% examples, 731462 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:29,009 : INFO : EPOCH 10 - PROGRESS: at 44.24% examples, 731479 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:30,019 : INFO : EPOCH 10 - PROGRESS: at 44.60% examples, 731423 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:31,023 : INFO : EPOCH 10 - PROGRESS: at 44.96% examples, 731451 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:32,029 : INFO : EPOCH 10 - PROGRESS: at 45.32% examples, 731423 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:33,030 : INFO : EPOCH 10 - PROGRESS: at 45.65% examples, 731523 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:34,035 : INFO : EPOCH 10 - PROGRESS: at 46.01% examples, 731531 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:35,037 : INFO : EPOCH 10 - PROGRESS: at 46.36% examples, 731514 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:36,060 : INFO : EPOCH 10 - PROGRESS: at 46.73% examples, 731510 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:37,063 : INFO : EPOCH 10 - PROGRESS: at 47.07% examples, 731604 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:38,069 : INFO : EPOCH 10 - PROGRESS: at 47.44% examples, 731526 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:39,074 : INFO : EPOCH 10 - PROGRESS: at 47.80% examples, 731609 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:40,084 : INFO : EPOCH 10 - PROGRESS: at 48.16% examples, 731659 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:10:41,104 : INFO : EPOCH 10 - PROGRESS: at 48.51% examples, 731683 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:42,118 : INFO : EPOCH 10 - PROGRESS: at 48.87% examples, 731688 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:43,118 : INFO : EPOCH 10 - PROGRESS: at 49.20% examples, 731794 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:10:44,124 : INFO : EPOCH 10 - PROGRESS: at 49.56% examples, 731802 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:45,128 : INFO : EPOCH 10 - PROGRESS: at 49.91% examples, 731838 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:46,134 : INFO : EPOCH 10 - PROGRESS: at 50.27% examples, 731818 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:47,145 : INFO : EPOCH 10 - PROGRESS: at 50.63% examples, 731858 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:48,145 : INFO : EPOCH 10 - PROGRESS: at 50.98% examples, 731935 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:49,158 : INFO : EPOCH 10 - PROGRESS: at 51.31% examples, 731963 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:50,167 : INFO : EPOCH 10 - PROGRESS: at 51.69% examples, 731987 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:51,171 : INFO : EPOCH 10 - PROGRESS: at 52.05% examples, 732043 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:10:52,171 : INFO : EPOCH 10 - PROGRESS: at 52.39% examples, 732075 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:53,173 : INFO : EPOCH 10 - PROGRESS: at 52.74% examples, 732031 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:54,179 : INFO : EPOCH 10 - PROGRESS: at 53.10% examples, 732002 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:55,183 : INFO : EPOCH 10 - PROGRESS: at 53.45% examples, 732013 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:56,192 : INFO : EPOCH 10 - PROGRESS: at 53.79% examples, 732047 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:57,204 : INFO : EPOCH 10 - PROGRESS: at 54.16% examples, 731999 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:58,205 : INFO : EPOCH 10 - PROGRESS: at 54.51% examples, 731985 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:10:59,209 : INFO : EPOCH 10 - PROGRESS: at 54.88% examples, 731970 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:00,213 : INFO : EPOCH 10 - PROGRESS: at 55.22% examples, 731996 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:11:01,229 : INFO : EPOCH 10 - PROGRESS: at 55.59% examples, 732012 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:11:02,231 : INFO : EPOCH 10 - PROGRESS: at 55.93% examples, 731941 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:03,233 : INFO : EPOCH 10 - PROGRESS: at 56.27% examples, 732034 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:04,235 : INFO : EPOCH 10 - PROGRESS: at 56.64% examples, 732047 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:11:05,246 : INFO : EPOCH 10 - PROGRESS: at 57.00% examples, 732003 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:06,260 : INFO : EPOCH 10 - PROGRESS: at 57.40% examples, 732021 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:07,260 : INFO : EPOCH 10 - PROGRESS: at 57.74% examples, 731967 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:08,263 : INFO : EPOCH 10 - PROGRESS: at 58.11% examples, 732009 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:11:09,265 : INFO : EPOCH 10 - PROGRESS: at 58.47% examples, 732062 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:10,272 : INFO : EPOCH 10 - PROGRESS: at 58.83% examples, 732010 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:11:11,276 : INFO : EPOCH 10 - PROGRESS: at 59.21% examples, 732023 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:12,281 : INFO : EPOCH 10 - PROGRESS: at 59.59% examples, 731954 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:11:13,283 : INFO : EPOCH 10 - PROGRESS: at 59.96% examples, 732019 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:14,284 : INFO : EPOCH 10 - PROGRESS: at 60.30% examples, 731983 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:11:15,295 : INFO : EPOCH 10 - PROGRESS: at 60.65% examples, 732013 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:16,312 : INFO : EPOCH 10 - PROGRESS: at 61.02% examples, 731994 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:17,314 : INFO : EPOCH 10 - PROGRESS: at 61.38% examples, 732022 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:18,323 : INFO : EPOCH 10 - PROGRESS: at 61.73% examples, 732058 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:19,327 : INFO : EPOCH 10 - PROGRESS: at 62.09% examples, 732061 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:20,329 : INFO : EPOCH 10 - PROGRESS: at 62.42% examples, 732107 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:21,330 : INFO : EPOCH 10 - PROGRESS: at 62.77% examples, 732187 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:11:22,333 : INFO : EPOCH 10 - PROGRESS: at 63.14% examples, 732187 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:23,337 : INFO : EPOCH 10 - PROGRESS: at 63.51% examples, 732196 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:24,339 : INFO : EPOCH 10 - PROGRESS: at 63.85% examples, 732222 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:25,343 : INFO : EPOCH 10 - PROGRESS: at 64.19% examples, 732268 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:26,343 : INFO : EPOCH 10 - PROGRESS: at 64.56% examples, 732290 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:27,345 : INFO : EPOCH 10 - PROGRESS: at 64.88% examples, 732428 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:28,356 : INFO : EPOCH 10 - PROGRESS: at 65.24% examples, 732362 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:29,362 : INFO : EPOCH 10 - PROGRESS: at 65.60% examples, 732340 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:30,362 : INFO : EPOCH 10 - PROGRESS: at 65.97% examples, 732377 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:31,364 : INFO : EPOCH 10 - PROGRESS: at 66.33% examples, 732374 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:32,380 : INFO : EPOCH 10 - PROGRESS: at 66.68% examples, 732375 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:33,381 : INFO : EPOCH 10 - PROGRESS: at 67.03% examples, 732455 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:34,382 : INFO : EPOCH 10 - PROGRESS: at 67.41% examples, 732457 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:35,392 : INFO : EPOCH 10 - PROGRESS: at 67.78% examples, 732464 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:36,397 : INFO : EPOCH 10 - PROGRESS: at 68.14% examples, 732479 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:37,405 : INFO : EPOCH 10 - PROGRESS: at 68.50% examples, 732554 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:38,410 : INFO : EPOCH 10 - PROGRESS: at 68.84% examples, 732570 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:39,413 : INFO : EPOCH 10 - PROGRESS: at 69.20% examples, 732371 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:40,415 : INFO : EPOCH 10 - PROGRESS: at 69.54% examples, 732195 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:41,423 : INFO : EPOCH 10 - PROGRESS: at 69.84% examples, 731886 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:11:42,423 : INFO : EPOCH 10 - PROGRESS: at 70.15% examples, 731344 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:43,434 : INFO : EPOCH 10 - PROGRESS: at 70.53% examples, 731249 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:44,454 : INFO : EPOCH 10 - PROGRESS: at 70.89% examples, 731261 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:45,471 : INFO : EPOCH 10 - PROGRESS: at 71.23% examples, 731262 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:46,474 : INFO : EPOCH 10 - PROGRESS: at 71.57% examples, 731334 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:47,482 : INFO : EPOCH 10 - PROGRESS: at 71.93% examples, 731393 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:48,485 : INFO : EPOCH 10 - PROGRESS: at 72.29% examples, 731403 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:49,490 : INFO : EPOCH 10 - PROGRESS: at 72.64% examples, 731414 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:50,495 : INFO : EPOCH 10 - PROGRESS: at 73.00% examples, 731412 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:51,499 : INFO : EPOCH 10 - PROGRESS: at 73.38% examples, 731458 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:11:52,503 : INFO : EPOCH 10 - PROGRESS: at 73.73% examples, 731470 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:53,517 : INFO : EPOCH 10 - PROGRESS: at 74.08% examples, 731524 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:54,524 : INFO : EPOCH 10 - PROGRESS: at 74.43% examples, 731527 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:55,535 : INFO : EPOCH 10 - PROGRESS: at 74.79% examples, 731602 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:56,540 : INFO : EPOCH 10 - PROGRESS: at 75.14% examples, 731603 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:57,556 : INFO : EPOCH 10 - PROGRESS: at 75.48% examples, 731620 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:58,567 : INFO : EPOCH 10 - PROGRESS: at 75.84% examples, 731629 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:11:59,571 : INFO : EPOCH 10 - PROGRESS: at 76.20% examples, 731659 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:00,578 : INFO : EPOCH 10 - PROGRESS: at 76.56% examples, 731613 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:01,591 : INFO : EPOCH 10 - PROGRESS: at 76.91% examples, 731595 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:02,592 : INFO : EPOCH 10 - PROGRESS: at 77.28% examples, 731648 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:03,596 : INFO : EPOCH 10 - PROGRESS: at 77.62% examples, 731616 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:04,601 : INFO : EPOCH 10 - PROGRESS: at 77.97% examples, 731650 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:05,602 : INFO : EPOCH 10 - PROGRESS: at 78.32% examples, 731661 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:06,602 : INFO : EPOCH 10 - PROGRESS: at 78.67% examples, 731663 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:07,608 : INFO : EPOCH 10 - PROGRESS: at 79.05% examples, 731662 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:08,611 : INFO : EPOCH 10 - PROGRESS: at 79.42% examples, 731702 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:09,616 : INFO : EPOCH 10 - PROGRESS: at 79.77% examples, 731706 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:10,616 : INFO : EPOCH 10 - PROGRESS: at 80.14% examples, 731760 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:11,622 : INFO : EPOCH 10 - PROGRESS: at 80.47% examples, 731767 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:12,645 : INFO : EPOCH 10 - PROGRESS: at 80.80% examples, 731759 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:12:13,645 : INFO : EPOCH 10 - PROGRESS: at 81.21% examples, 731787 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:14,648 : INFO : EPOCH 10 - PROGRESS: at 81.60% examples, 731749 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:15,650 : INFO : EPOCH 10 - PROGRESS: at 81.94% examples, 731788 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:16,667 : INFO : EPOCH 10 - PROGRESS: at 82.28% examples, 731791 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:12:17,667 : INFO : EPOCH 10 - PROGRESS: at 82.66% examples, 731807 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:12:18,668 : INFO : EPOCH 10 - PROGRESS: at 83.03% examples, 731744 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:19,669 : INFO : EPOCH 10 - PROGRESS: at 83.36% examples, 731762 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:20,683 : INFO : EPOCH 10 - PROGRESS: at 83.76% examples, 731752 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:21,691 : INFO : EPOCH 10 - PROGRESS: at 84.13% examples, 731731 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:22,703 : INFO : EPOCH 10 - PROGRESS: at 84.49% examples, 731706 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:23,705 : INFO : EPOCH 10 - PROGRESS: at 84.84% examples, 731695 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:24,706 : INFO : EPOCH 10 - PROGRESS: at 85.19% examples, 731705 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:25,723 : INFO : EPOCH 10 - PROGRESS: at 85.51% examples, 731728 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:26,731 : INFO : EPOCH 10 - PROGRESS: at 85.86% examples, 731745 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:27,737 : INFO : EPOCH 10 - PROGRESS: at 86.20% examples, 731802 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:28,747 : INFO : EPOCH 10 - PROGRESS: at 86.54% examples, 731816 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:29,766 : INFO : EPOCH 10 - PROGRESS: at 86.91% examples, 731827 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:30,791 : INFO : EPOCH 10 - PROGRESS: at 87.27% examples, 731827 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:12:31,797 : INFO : EPOCH 10 - PROGRESS: at 87.64% examples, 731859 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:32,798 : INFO : EPOCH 10 - PROGRESS: at 87.99% examples, 731815 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:33,811 : INFO : EPOCH 10 - PROGRESS: at 88.35% examples, 731814 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:34,817 : INFO : EPOCH 10 - PROGRESS: at 88.70% examples, 731838 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:35,820 : INFO : EPOCH 10 - PROGRESS: at 89.02% examples, 731889 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:36,835 : INFO : EPOCH 10 - PROGRESS: at 89.40% examples, 731885 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:37,855 : INFO : EPOCH 10 - PROGRESS: at 89.73% examples, 731880 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:38,856 : INFO : EPOCH 10 - PROGRESS: at 90.11% examples, 731855 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:39,863 : INFO : EPOCH 10 - PROGRESS: at 90.49% examples, 731861 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:40,866 : INFO : EPOCH 10 - PROGRESS: at 90.85% examples, 731875 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:41,876 : INFO : EPOCH 10 - PROGRESS: at 91.19% examples, 731911 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:42,884 : INFO : EPOCH 10 - PROGRESS: at 91.54% examples, 731910 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:43,884 : INFO : EPOCH 10 - PROGRESS: at 91.92% examples, 731942 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:44,886 : INFO : EPOCH 10 - PROGRESS: at 92.27% examples, 731894 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:45,886 : INFO : EPOCH 10 - PROGRESS: at 92.61% examples, 731980 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:46,888 : INFO : EPOCH 10 - PROGRESS: at 92.96% examples, 731953 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:47,893 : INFO : EPOCH 10 - PROGRESS: at 93.34% examples, 731924 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:48,905 : INFO : EPOCH 10 - PROGRESS: at 93.71% examples, 731931 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:49,907 : INFO : EPOCH 10 - PROGRESS: at 94.08% examples, 731956 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:50,931 : INFO : EPOCH 10 - PROGRESS: at 94.41% examples, 731951 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:51,932 : INFO : EPOCH 10 - PROGRESS: at 94.78% examples, 731974 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:52,953 : INFO : EPOCH 10 - PROGRESS: at 95.16% examples, 731964 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:53,960 : INFO : EPOCH 10 - PROGRESS: at 95.49% examples, 732017 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:54,971 : INFO : EPOCH 10 - PROGRESS: at 95.86% examples, 732002 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:55,972 : INFO : EPOCH 10 - PROGRESS: at 96.20% examples, 732026 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:56,978 : INFO : EPOCH 10 - PROGRESS: at 96.55% examples, 732044 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:57,983 : INFO : EPOCH 10 - PROGRESS: at 96.91% examples, 732059 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:58,994 : INFO : EPOCH 10 - PROGRESS: at 97.27% examples, 732019 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:12:59,998 : INFO : EPOCH 10 - PROGRESS: at 97.65% examples, 732055 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:01,003 : INFO : EPOCH 10 - PROGRESS: at 97.99% examples, 732033 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:02,009 : INFO : EPOCH 10 - PROGRESS: at 98.36% examples, 732024 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:03,010 : INFO : EPOCH 10 - PROGRESS: at 98.74% examples, 731996 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:04,013 : INFO : EPOCH 10 - PROGRESS: at 99.10% examples, 731989 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:05,014 : INFO : EPOCH 10 - PROGRESS: at 99.45% examples, 732001 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:06,018 : INFO : EPOCH 10 - PROGRESS: at 99.78% examples, 732026 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:06,669 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 03:13:06,678 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 03:13:06,680 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 03:13:06,691 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 03:13:06,692 : INFO : EPOCH - 10 : training on 265612569 raw words (206848442 effective words) took 282.6s, 732063 effective words/s
2020-07-24 03:13:07,704 : INFO : EPOCH 11 - PROGRESS: at 0.34% examples, 717711 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:08,710 : INFO : EPOCH 11 - PROGRESS: at 0.71% examples, 723510 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:09,715 : INFO : EPOCH 11 - PROGRESS: at 1.04% examples, 723538 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:10,722 : INFO : EPOCH 11 - PROGRESS: at 1.39% examples, 727172 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:13:11,727 : INFO : EPOCH 11 - PROGRESS: at 1.77% examples, 727307 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:12,729 : INFO : EPOCH 11 - PROGRESS: at 2.11% examples, 728573 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:13,733 : INFO : EPOCH 11 - PROGRESS: at 2.44% examples, 729302 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:14,744 : INFO : EPOCH 11 - PROGRESS: at 2.79% examples, 730853 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:15,747 : INFO : EPOCH 11 - PROGRESS: at 3.14% examples, 731114 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:13:16,749 : INFO : EPOCH 11 - PROGRESS: at 3.50% examples, 732386 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:17,750 : INFO : EPOCH 11 - PROGRESS: at 3.86% examples, 732553 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:18,754 : INFO : EPOCH 11 - PROGRESS: at 4.19% examples, 731783 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:19,758 : INFO : EPOCH 11 - PROGRESS: at 4.53% examples, 731977 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:20,767 : INFO : EPOCH 11 - PROGRESS: at 4.91% examples, 732804 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:21,770 : INFO : EPOCH 11 - PROGRESS: at 5.27% examples, 732056 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:13:22,772 : INFO : EPOCH 11 - PROGRESS: at 5.63% examples, 732620 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:23,787 : INFO : EPOCH 11 - PROGRESS: at 5.98% examples, 732079 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:24,791 : INFO : EPOCH 11 - PROGRESS: at 6.33% examples, 732825 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:25,797 : INFO : EPOCH 11 - PROGRESS: at 6.68% examples, 732629 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:26,801 : INFO : EPOCH 11 - PROGRESS: at 7.04% examples, 732897 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:27,810 : INFO : EPOCH 11 - PROGRESS: at 7.38% examples, 732703 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:28,811 : INFO : EPOCH 11 - PROGRESS: at 7.73% examples, 732583 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:29,811 : INFO : EPOCH 11 - PROGRESS: at 8.05% examples, 732609 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:30,814 : INFO : EPOCH 11 - PROGRESS: at 8.42% examples, 732157 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:31,837 : INFO : EPOCH 11 - PROGRESS: at 8.79% examples, 732151 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:32,852 : INFO : EPOCH 11 - PROGRESS: at 9.15% examples, 732183 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:33,858 : INFO : EPOCH 11 - PROGRESS: at 9.53% examples, 732177 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:13:34,866 : INFO : EPOCH 11 - PROGRESS: at 9.87% examples, 732515 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:35,867 : INFO : EPOCH 11 - PROGRESS: at 10.22% examples, 732309 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:13:36,868 : INFO : EPOCH 11 - PROGRESS: at 10.60% examples, 732232 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:37,880 : INFO : EPOCH 11 - PROGRESS: at 10.97% examples, 732304 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:38,881 : INFO : EPOCH 11 - PROGRESS: at 11.31% examples, 732356 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:39,888 : INFO : EPOCH 11 - PROGRESS: at 11.68% examples, 732346 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:40,894 : INFO : EPOCH 11 - PROGRESS: at 12.04% examples, 732240 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:41,895 : INFO : EPOCH 11 - PROGRESS: at 12.39% examples, 732110 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:42,900 : INFO : EPOCH 11 - PROGRESS: at 12.78% examples, 732470 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:43,904 : INFO : EPOCH 11 - PROGRESS: at 13.11% examples, 732447 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:44,905 : INFO : EPOCH 11 - PROGRESS: at 13.47% examples, 732716 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:45,927 : INFO : EPOCH 11 - PROGRESS: at 13.82% examples, 732220 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:13:46,933 : INFO : EPOCH 11 - PROGRESS: at 14.19% examples, 732070 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:47,938 : INFO : EPOCH 11 - PROGRESS: at 14.55% examples, 732289 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:48,942 : INFO : EPOCH 11 - PROGRESS: at 14.90% examples, 732348 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:13:49,950 : INFO : EPOCH 11 - PROGRESS: at 15.26% examples, 732323 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:50,957 : INFO : EPOCH 11 - PROGRESS: at 15.62% examples, 732305 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:51,957 : INFO : EPOCH 11 - PROGRESS: at 15.97% examples, 732454 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:13:52,964 : INFO : EPOCH 11 - PROGRESS: at 16.34% examples, 732273 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:53,967 : INFO : EPOCH 11 - PROGRESS: at 16.69% examples, 732310 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:54,974 : INFO : EPOCH 11 - PROGRESS: at 17.03% examples, 732119 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:55,979 : INFO : EPOCH 11 - PROGRESS: at 17.37% examples, 732177 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:56,986 : INFO : EPOCH 11 - PROGRESS: at 17.74% examples, 732330 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:57,987 : INFO : EPOCH 11 - PROGRESS: at 18.08% examples, 732267 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:58,997 : INFO : EPOCH 11 - PROGRESS: at 18.46% examples, 732007 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:13:59,997 : INFO : EPOCH 11 - PROGRESS: at 18.81% examples, 731961 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:14:01,008 : INFO : EPOCH 11 - PROGRESS: at 19.15% examples, 731819 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:02,010 : INFO : EPOCH 11 - PROGRESS: at 19.50% examples, 731980 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:03,029 : INFO : EPOCH 11 - PROGRESS: at 19.88% examples, 731761 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:04,034 : INFO : EPOCH 11 - PROGRESS: at 20.22% examples, 731848 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:05,041 : INFO : EPOCH 11 - PROGRESS: at 20.57% examples, 731797 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:06,053 : INFO : EPOCH 11 - PROGRESS: at 20.91% examples, 731728 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:07,063 : INFO : EPOCH 11 - PROGRESS: at 21.26% examples, 731811 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:08,069 : INFO : EPOCH 11 - PROGRESS: at 21.63% examples, 731628 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:09,072 : INFO : EPOCH 11 - PROGRESS: at 21.99% examples, 731731 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:10,077 : INFO : EPOCH 11 - PROGRESS: at 22.34% examples, 731717 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:11,079 : INFO : EPOCH 11 - PROGRESS: at 22.69% examples, 731808 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:12,097 : INFO : EPOCH 11 - PROGRESS: at 23.05% examples, 731719 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:13,100 : INFO : EPOCH 11 - PROGRESS: at 23.42% examples, 731752 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:14,103 : INFO : EPOCH 11 - PROGRESS: at 23.78% examples, 731627 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:15,125 : INFO : EPOCH 11 - PROGRESS: at 24.15% examples, 731566 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:16,130 : INFO : EPOCH 11 - PROGRESS: at 24.52% examples, 731482 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:17,137 : INFO : EPOCH 11 - PROGRESS: at 24.89% examples, 731529 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:18,159 : INFO : EPOCH 11 - PROGRESS: at 25.25% examples, 731400 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:14:19,161 : INFO : EPOCH 11 - PROGRESS: at 25.59% examples, 731115 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:20,167 : INFO : EPOCH 11 - PROGRESS: at 25.93% examples, 730928 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:21,167 : INFO : EPOCH 11 - PROGRESS: at 26.27% examples, 730795 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:22,178 : INFO : EPOCH 11 - PROGRESS: at 26.61% examples, 730390 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:23,194 : INFO : EPOCH 11 - PROGRESS: at 26.92% examples, 728592 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:24,195 : INFO : EPOCH 11 - PROGRESS: at 27.27% examples, 728458 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:25,203 : INFO : EPOCH 11 - PROGRESS: at 27.60% examples, 728419 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:14:26,220 : INFO : EPOCH 11 - PROGRESS: at 27.97% examples, 728467 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:27,222 : INFO : EPOCH 11 - PROGRESS: at 28.34% examples, 728528 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:28,227 : INFO : EPOCH 11 - PROGRESS: at 28.67% examples, 728738 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:14:29,234 : INFO : EPOCH 11 - PROGRESS: at 29.03% examples, 728775 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:30,242 : INFO : EPOCH 11 - PROGRESS: at 29.39% examples, 728928 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:31,243 : INFO : EPOCH 11 - PROGRESS: at 29.74% examples, 729111 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:32,246 : INFO : EPOCH 11 - PROGRESS: at 30.11% examples, 729259 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:14:33,246 : INFO : EPOCH 11 - PROGRESS: at 30.47% examples, 729347 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:34,256 : INFO : EPOCH 11 - PROGRESS: at 30.83% examples, 729347 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:35,262 : INFO : EPOCH 11 - PROGRESS: at 31.18% examples, 729375 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:36,270 : INFO : EPOCH 11 - PROGRESS: at 31.53% examples, 729424 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:37,278 : INFO : EPOCH 11 - PROGRESS: at 31.91% examples, 729491 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:38,287 : INFO : EPOCH 11 - PROGRESS: at 32.30% examples, 729301 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:14:39,290 : INFO : EPOCH 11 - PROGRESS: at 32.67% examples, 729349 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:40,295 : INFO : EPOCH 11 - PROGRESS: at 33.02% examples, 729321 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:41,302 : INFO : EPOCH 11 - PROGRESS: at 33.37% examples, 729484 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:14:42,304 : INFO : EPOCH 11 - PROGRESS: at 33.72% examples, 729506 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:14:43,306 : INFO : EPOCH 11 - PROGRESS: at 34.07% examples, 729625 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:44,311 : INFO : EPOCH 11 - PROGRESS: at 34.42% examples, 729423 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:14:45,320 : INFO : EPOCH 11 - PROGRESS: at 34.75% examples, 728687 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:46,324 : INFO : EPOCH 11 - PROGRESS: at 35.07% examples, 727874 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:47,345 : INFO : EPOCH 11 - PROGRESS: at 35.40% examples, 727212 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:48,353 : INFO : EPOCH 11 - PROGRESS: at 35.72% examples, 726620 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:14:49,357 : INFO : EPOCH 11 - PROGRESS: at 36.04% examples, 726008 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:50,357 : INFO : EPOCH 11 - PROGRESS: at 36.36% examples, 725440 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:14:51,368 : INFO : EPOCH 11 - PROGRESS: at 36.72% examples, 724737 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:52,379 : INFO : EPOCH 11 - PROGRESS: at 37.04% examples, 724043 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:53,396 : INFO : EPOCH 11 - PROGRESS: at 37.36% examples, 723446 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:54,400 : INFO : EPOCH 11 - PROGRESS: at 37.66% examples, 722858 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:55,400 : INFO : EPOCH 11 - PROGRESS: at 37.98% examples, 722349 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:56,402 : INFO : EPOCH 11 - PROGRESS: at 38.31% examples, 721884 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:57,402 : INFO : EPOCH 11 - PROGRESS: at 38.63% examples, 721381 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:58,410 : INFO : EPOCH 11 - PROGRESS: at 38.95% examples, 720923 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:14:59,419 : INFO : EPOCH 11 - PROGRESS: at 39.27% examples, 720386 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:00,426 : INFO : EPOCH 11 - PROGRESS: at 39.60% examples, 719847 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:01,436 : INFO : EPOCH 11 - PROGRESS: at 39.92% examples, 719264 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:02,440 : INFO : EPOCH 11 - PROGRESS: at 40.26% examples, 718834 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:03,444 : INFO : EPOCH 11 - PROGRESS: at 40.57% examples, 718448 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:04,455 : INFO : EPOCH 11 - PROGRESS: at 40.88% examples, 717955 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:05,456 : INFO : EPOCH 11 - PROGRESS: at 41.20% examples, 717451 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:06,461 : INFO : EPOCH 11 - PROGRESS: at 41.55% examples, 716991 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:07,462 : INFO : EPOCH 11 - PROGRESS: at 41.86% examples, 716587 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:08,471 : INFO : EPOCH 11 - PROGRESS: at 42.20% examples, 716098 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:09,475 : INFO : EPOCH 11 - PROGRESS: at 42.53% examples, 715711 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:10,484 : INFO : EPOCH 11 - PROGRESS: at 42.86% examples, 715306 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:11,489 : INFO : EPOCH 11 - PROGRESS: at 43.20% examples, 714847 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:12,491 : INFO : EPOCH 11 - PROGRESS: at 43.52% examples, 714422 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:13,509 : INFO : EPOCH 11 - PROGRESS: at 43.86% examples, 713979 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:14,509 : INFO : EPOCH 11 - PROGRESS: at 44.17% examples, 713616 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:15,520 : INFO : EPOCH 11 - PROGRESS: at 44.50% examples, 713192 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:15:16,531 : INFO : EPOCH 11 - PROGRESS: at 44.83% examples, 712850 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:17,531 : INFO : EPOCH 11 - PROGRESS: at 45.16% examples, 712476 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:18,539 : INFO : EPOCH 11 - PROGRESS: at 45.47% examples, 712134 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:19,542 : INFO : EPOCH 11 - PROGRESS: at 45.78% examples, 711829 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:20,544 : INFO : EPOCH 11 - PROGRESS: at 46.10% examples, 711508 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:21,559 : INFO : EPOCH 11 - PROGRESS: at 46.43% examples, 711083 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:22,569 : INFO : EPOCH 11 - PROGRESS: at 46.76% examples, 710666 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:23,577 : INFO : EPOCH 11 - PROGRESS: at 47.06% examples, 710373 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:24,580 : INFO : EPOCH 11 - PROGRESS: at 47.40% examples, 709923 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:15:25,591 : INFO : EPOCH 11 - PROGRESS: at 47.73% examples, 709689 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:15:26,595 : INFO : EPOCH 11 - PROGRESS: at 48.06% examples, 709381 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:27,613 : INFO : EPOCH 11 - PROGRESS: at 48.35% examples, 709097 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:28,624 : INFO : EPOCH 11 - PROGRESS: at 48.69% examples, 708713 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:15:29,636 : INFO : EPOCH 11 - PROGRESS: at 49.00% examples, 708437 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:30,637 : INFO : EPOCH 11 - PROGRESS: at 49.30% examples, 708134 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:31,658 : INFO : EPOCH 11 - PROGRESS: at 49.63% examples, 707865 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:32,670 : INFO : EPOCH 11 - PROGRESS: at 49.96% examples, 707617 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:33,673 : INFO : EPOCH 11 - PROGRESS: at 50.29% examples, 707298 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:34,673 : INFO : EPOCH 11 - PROGRESS: at 50.61% examples, 706959 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:35,677 : INFO : EPOCH 11 - PROGRESS: at 50.93% examples, 706683 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:36,687 : INFO : EPOCH 11 - PROGRESS: at 51.23% examples, 706430 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:37,708 : INFO : EPOCH 11 - PROGRESS: at 51.58% examples, 706163 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:15:38,725 : INFO : EPOCH 11 - PROGRESS: at 51.88% examples, 705944 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:39,726 : INFO : EPOCH 11 - PROGRESS: at 52.19% examples, 705609 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:40,730 : INFO : EPOCH 11 - PROGRESS: at 52.53% examples, 705336 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:41,738 : INFO : EPOCH 11 - PROGRESS: at 52.85% examples, 705069 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:42,756 : INFO : EPOCH 11 - PROGRESS: at 53.18% examples, 704756 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:15:43,768 : INFO : EPOCH 11 - PROGRESS: at 53.50% examples, 704607 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:44,787 : INFO : EPOCH 11 - PROGRESS: at 53.80% examples, 704283 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:45,789 : INFO : EPOCH 11 - PROGRESS: at 54.13% examples, 704068 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:46,791 : INFO : EPOCH 11 - PROGRESS: at 54.46% examples, 703863 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:15:47,819 : INFO : EPOCH 11 - PROGRESS: at 54.80% examples, 703526 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:48,821 : INFO : EPOCH 11 - PROGRESS: at 55.13% examples, 703367 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:49,823 : INFO : EPOCH 11 - PROGRESS: at 55.43% examples, 703097 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:50,832 : INFO : EPOCH 11 - PROGRESS: at 55.75% examples, 702851 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:51,836 : INFO : EPOCH 11 - PROGRESS: at 56.08% examples, 702593 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:52,838 : INFO : EPOCH 11 - PROGRESS: at 56.40% examples, 702357 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:53,842 : INFO : EPOCH 11 - PROGRESS: at 56.72% examples, 702170 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:54,854 : INFO : EPOCH 11 - PROGRESS: at 57.05% examples, 701902 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:55,862 : INFO : EPOCH 11 - PROGRESS: at 57.40% examples, 701662 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:56,875 : INFO : EPOCH 11 - PROGRESS: at 57.72% examples, 701388 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:57,880 : INFO : EPOCH 11 - PROGRESS: at 58.07% examples, 701217 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:15:58,887 : INFO : EPOCH 11 - PROGRESS: at 58.38% examples, 701046 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:15:59,894 : INFO : EPOCH 11 - PROGRESS: at 58.72% examples, 700805 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:16:00,899 : INFO : EPOCH 11 - PROGRESS: at 59.05% examples, 700600 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:01,900 : INFO : EPOCH 11 - PROGRESS: at 59.40% examples, 700371 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:02,913 : INFO : EPOCH 11 - PROGRESS: at 59.74% examples, 700130 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:03,914 : INFO : EPOCH 11 - PROGRESS: at 60.06% examples, 699931 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:16:04,921 : INFO : EPOCH 11 - PROGRESS: at 60.38% examples, 699683 words/s, in_qsize 5, out_qsize 2
2020-07-24 03:16:05,927 : INFO : EPOCH 11 - PROGRESS: at 60.69% examples, 699559 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:16:06,932 : INFO : EPOCH 11 - PROGRESS: at 61.03% examples, 699328 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:07,936 : INFO : EPOCH 11 - PROGRESS: at 61.35% examples, 699110 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:08,937 : INFO : EPOCH 11 - PROGRESS: at 61.66% examples, 698966 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:09,946 : INFO : EPOCH 11 - PROGRESS: at 61.98% examples, 698739 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:10,946 : INFO : EPOCH 11 - PROGRESS: at 62.29% examples, 698575 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:11,978 : INFO : EPOCH 11 - PROGRESS: at 62.61% examples, 698354 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:12,981 : INFO : EPOCH 11 - PROGRESS: at 62.93% examples, 698185 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:16:13,990 : INFO : EPOCH 11 - PROGRESS: at 63.26% examples, 698008 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:16:15,010 : INFO : EPOCH 11 - PROGRESS: at 63.59% examples, 697775 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:16,014 : INFO : EPOCH 11 - PROGRESS: at 63.90% examples, 697601 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:17,015 : INFO : EPOCH 11 - PROGRESS: at 64.22% examples, 697457 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:18,017 : INFO : EPOCH 11 - PROGRESS: at 64.54% examples, 697308 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:19,024 : INFO : EPOCH 11 - PROGRESS: at 64.84% examples, 697154 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:20,029 : INFO : EPOCH 11 - PROGRESS: at 65.15% examples, 697010 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:21,037 : INFO : EPOCH 11 - PROGRESS: at 65.49% examples, 696866 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:22,043 : INFO : EPOCH 11 - PROGRESS: at 65.83% examples, 696644 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:23,047 : INFO : EPOCH 11 - PROGRESS: at 66.15% examples, 696412 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:16:24,061 : INFO : EPOCH 11 - PROGRESS: at 66.46% examples, 696312 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:25,080 : INFO : EPOCH 11 - PROGRESS: at 66.79% examples, 696143 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:26,081 : INFO : EPOCH 11 - PROGRESS: at 67.10% examples, 696009 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:27,082 : INFO : EPOCH 11 - PROGRESS: at 67.45% examples, 695818 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:28,085 : INFO : EPOCH 11 - PROGRESS: at 67.79% examples, 695667 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:29,104 : INFO : EPOCH 11 - PROGRESS: at 68.12% examples, 695503 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:30,121 : INFO : EPOCH 11 - PROGRESS: at 68.44% examples, 695356 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:31,128 : INFO : EPOCH 11 - PROGRESS: at 68.75% examples, 695227 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:16:32,143 : INFO : EPOCH 11 - PROGRESS: at 69.09% examples, 695078 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:33,159 : INFO : EPOCH 11 - PROGRESS: at 69.41% examples, 694910 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:16:34,178 : INFO : EPOCH 11 - PROGRESS: at 69.73% examples, 694783 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:35,189 : INFO : EPOCH 11 - PROGRESS: at 70.05% examples, 694602 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:16:36,196 : INFO : EPOCH 11 - PROGRESS: at 70.38% examples, 694461 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:16:37,212 : INFO : EPOCH 11 - PROGRESS: at 70.75% examples, 694298 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:38,224 : INFO : EPOCH 11 - PROGRESS: at 71.06% examples, 694163 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:39,228 : INFO : EPOCH 11 - PROGRESS: at 71.35% examples, 694031 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:40,232 : INFO : EPOCH 11 - PROGRESS: at 71.64% examples, 693740 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:41,233 : INFO : EPOCH 11 - PROGRESS: at 71.98% examples, 693629 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:42,253 : INFO : EPOCH 11 - PROGRESS: at 72.30% examples, 693479 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:16:43,271 : INFO : EPOCH 11 - PROGRESS: at 72.63% examples, 693350 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:44,276 : INFO : EPOCH 11 - PROGRESS: at 72.94% examples, 693155 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:16:45,288 : INFO : EPOCH 11 - PROGRESS: at 73.27% examples, 693093 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:46,314 : INFO : EPOCH 11 - PROGRESS: at 73.61% examples, 692918 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:47,317 : INFO : EPOCH 11 - PROGRESS: at 73.94% examples, 692820 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:48,334 : INFO : EPOCH 11 - PROGRESS: at 74.24% examples, 692644 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:49,335 : INFO : EPOCH 11 - PROGRESS: at 74.57% examples, 692503 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:16:50,345 : INFO : EPOCH 11 - PROGRESS: at 74.89% examples, 692374 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:51,353 : INFO : EPOCH 11 - PROGRESS: at 75.20% examples, 692281 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:52,356 : INFO : EPOCH 11 - PROGRESS: at 75.51% examples, 692188 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:53,358 : INFO : EPOCH 11 - PROGRESS: at 75.82% examples, 692025 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:54,363 : INFO : EPOCH 11 - PROGRESS: at 76.15% examples, 691910 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:55,366 : INFO : EPOCH 11 - PROGRESS: at 76.48% examples, 691808 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:56,387 : INFO : EPOCH 11 - PROGRESS: at 76.80% examples, 691649 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:57,400 : INFO : EPOCH 11 - PROGRESS: at 77.13% examples, 691516 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:58,407 : INFO : EPOCH 11 - PROGRESS: at 77.45% examples, 691377 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:16:59,417 : INFO : EPOCH 11 - PROGRESS: at 77.74% examples, 691141 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:00,428 : INFO : EPOCH 11 - PROGRESS: at 78.05% examples, 690879 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:01,429 : INFO : EPOCH 11 - PROGRESS: at 78.35% examples, 690547 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:02,434 : INFO : EPOCH 11 - PROGRESS: at 78.63% examples, 690016 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:03,445 : INFO : EPOCH 11 - PROGRESS: at 78.99% examples, 690158 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:04,447 : INFO : EPOCH 11 - PROGRESS: at 79.35% examples, 690347 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:05,460 : INFO : EPOCH 11 - PROGRESS: at 79.72% examples, 690507 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:06,465 : INFO : EPOCH 11 - PROGRESS: at 80.08% examples, 690689 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:07,479 : INFO : EPOCH 11 - PROGRESS: at 80.42% examples, 690823 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:08,482 : INFO : EPOCH 11 - PROGRESS: at 80.74% examples, 691032 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:09,500 : INFO : EPOCH 11 - PROGRESS: at 81.12% examples, 691179 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:10,506 : INFO : EPOCH 11 - PROGRESS: at 81.54% examples, 691304 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:11,510 : INFO : EPOCH 11 - PROGRESS: at 81.88% examples, 691466 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:12,524 : INFO : EPOCH 11 - PROGRESS: at 82.22% examples, 691648 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:13,530 : INFO : EPOCH 11 - PROGRESS: at 82.58% examples, 691774 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:14,531 : INFO : EPOCH 11 - PROGRESS: at 82.95% examples, 691945 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:15,539 : INFO : EPOCH 11 - PROGRESS: at 83.30% examples, 692096 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:16,548 : INFO : EPOCH 11 - PROGRESS: at 83.69% examples, 692265 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:17:17,560 : INFO : EPOCH 11 - PROGRESS: at 84.07% examples, 692382 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:18,568 : INFO : EPOCH 11 - PROGRESS: at 84.43% examples, 692541 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:19,576 : INFO : EPOCH 11 - PROGRESS: at 84.78% examples, 692676 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:20,576 : INFO : EPOCH 11 - PROGRESS: at 85.13% examples, 692841 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:21,579 : INFO : EPOCH 11 - PROGRESS: at 85.46% examples, 693092 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:22,580 : INFO : EPOCH 11 - PROGRESS: at 85.79% examples, 693266 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:23,595 : INFO : EPOCH 11 - PROGRESS: at 86.15% examples, 693429 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:24,600 : INFO : EPOCH 11 - PROGRESS: at 86.50% examples, 693637 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:25,610 : INFO : EPOCH 11 - PROGRESS: at 86.84% examples, 693806 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:17:26,613 : INFO : EPOCH 11 - PROGRESS: at 87.21% examples, 693900 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:27,630 : INFO : EPOCH 11 - PROGRESS: at 87.56% examples, 694045 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:28,637 : INFO : EPOCH 11 - PROGRESS: at 87.93% examples, 694210 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:29,640 : INFO : EPOCH 11 - PROGRESS: at 88.28% examples, 694364 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:30,642 : INFO : EPOCH 11 - PROGRESS: at 88.63% examples, 694508 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:31,647 : INFO : EPOCH 11 - PROGRESS: at 88.96% examples, 694686 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:32,648 : INFO : EPOCH 11 - PROGRESS: at 89.32% examples, 694789 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:33,659 : INFO : EPOCH 11 - PROGRESS: at 89.65% examples, 694975 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:34,663 : INFO : EPOCH 11 - PROGRESS: at 90.03% examples, 695107 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:35,678 : INFO : EPOCH 11 - PROGRESS: at 90.41% examples, 695204 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:36,679 : INFO : EPOCH 11 - PROGRESS: at 90.77% examples, 695327 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:37,692 : INFO : EPOCH 11 - PROGRESS: at 91.12% examples, 695479 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:38,695 : INFO : EPOCH 11 - PROGRESS: at 91.46% examples, 695668 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:39,709 : INFO : EPOCH 11 - PROGRESS: at 91.84% examples, 695769 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:40,714 : INFO : EPOCH 11 - PROGRESS: at 92.19% examples, 695882 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:41,727 : INFO : EPOCH 11 - PROGRESS: at 92.54% examples, 696028 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:42,735 : INFO : EPOCH 11 - PROGRESS: at 92.88% examples, 696179 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:43,743 : INFO : EPOCH 11 - PROGRESS: at 93.25% examples, 696272 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:44,749 : INFO : EPOCH 11 - PROGRESS: at 93.63% examples, 696356 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:45,750 : INFO : EPOCH 11 - PROGRESS: at 93.98% examples, 696485 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:46,760 : INFO : EPOCH 11 - PROGRESS: at 94.32% examples, 696646 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:47,766 : INFO : EPOCH 11 - PROGRESS: at 94.69% examples, 696776 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:48,779 : INFO : EPOCH 11 - PROGRESS: at 95.05% examples, 696885 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:49,780 : INFO : EPOCH 11 - PROGRESS: at 95.41% examples, 697075 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:50,784 : INFO : EPOCH 11 - PROGRESS: at 95.76% examples, 697181 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:51,809 : INFO : EPOCH 11 - PROGRESS: at 96.12% examples, 697303 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:17:52,814 : INFO : EPOCH 11 - PROGRESS: at 96.47% examples, 697444 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:53,827 : INFO : EPOCH 11 - PROGRESS: at 96.83% examples, 697565 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:54,837 : INFO : EPOCH 11 - PROGRESS: at 97.18% examples, 697665 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:55,840 : INFO : EPOCH 11 - PROGRESS: at 97.55% examples, 697788 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:56,841 : INFO : EPOCH 11 - PROGRESS: at 97.91% examples, 697904 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:57,853 : INFO : EPOCH 11 - PROGRESS: at 98.26% examples, 697954 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:58,860 : INFO : EPOCH 11 - PROGRESS: at 98.63% examples, 698044 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:17:59,864 : INFO : EPOCH 11 - PROGRESS: at 99.01% examples, 698119 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:18:00,866 : INFO : EPOCH 11 - PROGRESS: at 99.35% examples, 698223 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:18:01,888 : INFO : EPOCH 11 - PROGRESS: at 99.69% examples, 698373 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:18:02,793 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 03:18:02,801 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 03:18:02,806 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 03:18:02,814 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 03:18:02,815 : INFO : EPOCH - 11 : training on 265612569 raw words (206852356 effective words) took 296.1s, 698542 effective words/s
2020-07-24 03:18:03,823 : INFO : EPOCH 12 - PROGRESS: at 0.34% examples, 711271 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:04,827 : INFO : EPOCH 12 - PROGRESS: at 0.70% examples, 718439 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:05,831 : INFO : EPOCH 12 - PROGRESS: at 1.04% examples, 725049 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:06,835 : INFO : EPOCH 12 - PROGRESS: at 1.39% examples, 729060 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:07,835 : INFO : EPOCH 12 - PROGRESS: at 1.77% examples, 729574 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:08,841 : INFO : EPOCH 12 - PROGRESS: at 2.11% examples, 731382 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:09,849 : INFO : EPOCH 12 - PROGRESS: at 2.45% examples, 732283 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:10,867 : INFO : EPOCH 12 - PROGRESS: at 2.80% examples, 732666 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:11,869 : INFO : EPOCH 12 - PROGRESS: at 3.15% examples, 734497 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:12,880 : INFO : EPOCH 12 - PROGRESS: at 3.51% examples, 734221 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:13,887 : INFO : EPOCH 12 - PROGRESS: at 3.87% examples, 734729 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:14,891 : INFO : EPOCH 12 - PROGRESS: at 4.21% examples, 733849 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:15,897 : INFO : EPOCH 12 - PROGRESS: at 4.55% examples, 734494 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:18:16,898 : INFO : EPOCH 12 - PROGRESS: at 4.91% examples, 731832 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:17,907 : INFO : EPOCH 12 - PROGRESS: at 5.23% examples, 726517 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:18,912 : INFO : EPOCH 12 - PROGRESS: at 5.56% examples, 722448 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:18:19,918 : INFO : EPOCH 12 - PROGRESS: at 5.86% examples, 719555 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:20,931 : INFO : EPOCH 12 - PROGRESS: at 6.19% examples, 716354 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:18:21,933 : INFO : EPOCH 12 - PROGRESS: at 6.52% examples, 713418 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:22,936 : INFO : EPOCH 12 - PROGRESS: at 6.84% examples, 711372 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:23,939 : INFO : EPOCH 12 - PROGRESS: at 7.17% examples, 709318 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:24,949 : INFO : EPOCH 12 - PROGRESS: at 7.48% examples, 707332 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:25,950 : INFO : EPOCH 12 - PROGRESS: at 7.80% examples, 706117 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:26,953 : INFO : EPOCH 12 - PROGRESS: at 8.08% examples, 704252 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:27,961 : INFO : EPOCH 12 - PROGRESS: at 8.42% examples, 702374 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:28,961 : INFO : EPOCH 12 - PROGRESS: at 8.75% examples, 700916 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:29,964 : INFO : EPOCH 12 - PROGRESS: at 9.08% examples, 699639 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:30,983 : INFO : EPOCH 12 - PROGRESS: at 9.42% examples, 698137 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:31,984 : INFO : EPOCH 12 - PROGRESS: at 9.73% examples, 696993 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:33,006 : INFO : EPOCH 12 - PROGRESS: at 10.04% examples, 695772 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:34,021 : INFO : EPOCH 12 - PROGRESS: at 10.38% examples, 694812 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:35,026 : INFO : EPOCH 12 - PROGRESS: at 10.72% examples, 693866 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:18:36,034 : INFO : EPOCH 12 - PROGRESS: at 11.04% examples, 693141 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:37,042 : INFO : EPOCH 12 - PROGRESS: at 11.36% examples, 692007 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:38,045 : INFO : EPOCH 12 - PROGRESS: at 11.70% examples, 691264 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:39,054 : INFO : EPOCH 12 - PROGRESS: at 12.02% examples, 690586 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:40,073 : INFO : EPOCH 12 - PROGRESS: at 12.36% examples, 690034 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:41,082 : INFO : EPOCH 12 - PROGRESS: at 12.70% examples, 689345 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:42,103 : INFO : EPOCH 12 - PROGRESS: at 13.02% examples, 688686 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:18:43,128 : INFO : EPOCH 12 - PROGRESS: at 13.35% examples, 687888 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:44,130 : INFO : EPOCH 12 - PROGRESS: at 13.67% examples, 687647 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:45,134 : INFO : EPOCH 12 - PROGRESS: at 14.00% examples, 687114 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:46,134 : INFO : EPOCH 12 - PROGRESS: at 14.32% examples, 686670 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:47,162 : INFO : EPOCH 12 - PROGRESS: at 14.65% examples, 685808 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:18:48,164 : INFO : EPOCH 12 - PROGRESS: at 14.98% examples, 685598 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:18:49,165 : INFO : EPOCH 12 - PROGRESS: at 15.29% examples, 685235 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:50,170 : INFO : EPOCH 12 - PROGRESS: at 15.62% examples, 684641 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:51,176 : INFO : EPOCH 12 - PROGRESS: at 15.94% examples, 684230 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:52,189 : INFO : EPOCH 12 - PROGRESS: at 16.29% examples, 683652 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:53,194 : INFO : EPOCH 12 - PROGRESS: at 16.60% examples, 683230 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:54,196 : INFO : EPOCH 12 - PROGRESS: at 16.91% examples, 683164 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:55,203 : INFO : EPOCH 12 - PROGRESS: at 17.23% examples, 682545 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:56,224 : INFO : EPOCH 12 - PROGRESS: at 17.54% examples, 682225 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:57,225 : INFO : EPOCH 12 - PROGRESS: at 17.88% examples, 682145 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:58,232 : INFO : EPOCH 12 - PROGRESS: at 18.19% examples, 681631 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:18:59,235 : INFO : EPOCH 12 - PROGRESS: at 18.53% examples, 681256 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:00,241 : INFO : EPOCH 12 - PROGRESS: at 18.86% examples, 680898 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:19:01,247 : INFO : EPOCH 12 - PROGRESS: at 19.16% examples, 680745 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:02,273 : INFO : EPOCH 12 - PROGRESS: at 19.48% examples, 680378 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:19:03,275 : INFO : EPOCH 12 - PROGRESS: at 19.83% examples, 680338 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:04,289 : INFO : EPOCH 12 - PROGRESS: at 20.16% examples, 680006 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:05,293 : INFO : EPOCH 12 - PROGRESS: at 20.47% examples, 679794 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:06,310 : INFO : EPOCH 12 - PROGRESS: at 20.79% examples, 679558 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:07,322 : INFO : EPOCH 12 - PROGRESS: at 21.10% examples, 679481 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:08,340 : INFO : EPOCH 12 - PROGRESS: at 21.42% examples, 679367 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:09,342 : INFO : EPOCH 12 - PROGRESS: at 21.77% examples, 679164 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:10,353 : INFO : EPOCH 12 - PROGRESS: at 22.09% examples, 678946 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:11,358 : INFO : EPOCH 12 - PROGRESS: at 22.41% examples, 678704 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:12,363 : INFO : EPOCH 12 - PROGRESS: at 22.73% examples, 678467 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:13,380 : INFO : EPOCH 12 - PROGRESS: at 23.05% examples, 678227 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:14,396 : INFO : EPOCH 12 - PROGRESS: at 23.39% examples, 678035 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:15,399 : INFO : EPOCH 12 - PROGRESS: at 23.72% examples, 677872 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:16,400 : INFO : EPOCH 12 - PROGRESS: at 24.05% examples, 677600 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:17,402 : INFO : EPOCH 12 - PROGRESS: at 24.39% examples, 677510 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:18,405 : INFO : EPOCH 12 - PROGRESS: at 24.73% examples, 677089 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:19,420 : INFO : EPOCH 12 - PROGRESS: at 25.05% examples, 677037 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:20,428 : INFO : EPOCH 12 - PROGRESS: at 25.38% examples, 676898 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:21,432 : INFO : EPOCH 12 - PROGRESS: at 25.70% examples, 676715 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:22,461 : INFO : EPOCH 12 - PROGRESS: at 26.00% examples, 676549 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:19:23,462 : INFO : EPOCH 12 - PROGRESS: at 26.33% examples, 676479 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:24,478 : INFO : EPOCH 12 - PROGRESS: at 26.66% examples, 676221 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:19:25,483 : INFO : EPOCH 12 - PROGRESS: at 26.99% examples, 676159 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:19:26,497 : INFO : EPOCH 12 - PROGRESS: at 27.33% examples, 676120 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:27,511 : INFO : EPOCH 12 - PROGRESS: at 27.63% examples, 676138 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:28,526 : INFO : EPOCH 12 - PROGRESS: at 27.97% examples, 675908 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:19:29,547 : INFO : EPOCH 12 - PROGRESS: at 28.30% examples, 675726 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:30,554 : INFO : EPOCH 12 - PROGRESS: at 28.60% examples, 675765 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:31,572 : INFO : EPOCH 12 - PROGRESS: at 28.93% examples, 675601 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:32,594 : INFO : EPOCH 12 - PROGRESS: at 29.26% examples, 675494 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:19:33,595 : INFO : EPOCH 12 - PROGRESS: at 29.58% examples, 675515 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:34,602 : INFO : EPOCH 12 - PROGRESS: at 29.92% examples, 675405 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:35,604 : INFO : EPOCH 12 - PROGRESS: at 30.24% examples, 675277 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:36,605 : INFO : EPOCH 12 - PROGRESS: at 30.56% examples, 675168 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:37,609 : INFO : EPOCH 12 - PROGRESS: at 30.89% examples, 675075 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:38,621 : INFO : EPOCH 12 - PROGRESS: at 31.20% examples, 674844 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:39,625 : INFO : EPOCH 12 - PROGRESS: at 31.51% examples, 674532 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:40,627 : INFO : EPOCH 12 - PROGRESS: at 31.84% examples, 674237 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:41,637 : INFO : EPOCH 12 - PROGRESS: at 32.19% examples, 673805 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:19:42,663 : INFO : EPOCH 12 - PROGRESS: at 32.48% examples, 672690 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:43,670 : INFO : EPOCH 12 - PROGRESS: at 32.82% examples, 672630 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:44,677 : INFO : EPOCH 12 - PROGRESS: at 33.16% examples, 673364 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:45,689 : INFO : EPOCH 12 - PROGRESS: at 33.53% examples, 674004 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:46,701 : INFO : EPOCH 12 - PROGRESS: at 33.91% examples, 674574 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:19:47,706 : INFO : EPOCH 12 - PROGRESS: at 34.24% examples, 675301 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:48,716 : INFO : EPOCH 12 - PROGRESS: at 34.60% examples, 675828 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:49,727 : INFO : EPOCH 12 - PROGRESS: at 34.98% examples, 676395 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:50,741 : INFO : EPOCH 12 - PROGRESS: at 35.32% examples, 676899 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:51,750 : INFO : EPOCH 12 - PROGRESS: at 35.68% examples, 677356 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:52,763 : INFO : EPOCH 12 - PROGRESS: at 36.04% examples, 677850 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:53,774 : INFO : EPOCH 12 - PROGRESS: at 36.41% examples, 678390 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:54,775 : INFO : EPOCH 12 - PROGRESS: at 36.79% examples, 678746 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:55,776 : INFO : EPOCH 12 - PROGRESS: at 37.13% examples, 679258 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:56,784 : INFO : EPOCH 12 - PROGRESS: at 37.48% examples, 679760 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:57,793 : INFO : EPOCH 12 - PROGRESS: at 37.83% examples, 680245 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:58,798 : INFO : EPOCH 12 - PROGRESS: at 38.19% examples, 680662 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:19:59,802 : INFO : EPOCH 12 - PROGRESS: at 38.54% examples, 681260 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:00,810 : INFO : EPOCH 12 - PROGRESS: at 38.89% examples, 681635 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:01,811 : INFO : EPOCH 12 - PROGRESS: at 39.25% examples, 682063 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:02,815 : INFO : EPOCH 12 - PROGRESS: at 39.61% examples, 682444 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:03,821 : INFO : EPOCH 12 - PROGRESS: at 39.96% examples, 682790 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:04,823 : INFO : EPOCH 12 - PROGRESS: at 40.34% examples, 683168 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:05,824 : INFO : EPOCH 12 - PROGRESS: at 40.67% examples, 683577 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:06,827 : INFO : EPOCH 12 - PROGRESS: at 41.03% examples, 684057 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:07,842 : INFO : EPOCH 12 - PROGRESS: at 41.39% examples, 684357 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:08,845 : INFO : EPOCH 12 - PROGRESS: at 41.76% examples, 684819 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:09,846 : INFO : EPOCH 12 - PROGRESS: at 42.12% examples, 685203 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:20:10,862 : INFO : EPOCH 12 - PROGRESS: at 42.48% examples, 685541 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:20:11,875 : INFO : EPOCH 12 - PROGRESS: at 42.84% examples, 685850 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:12,881 : INFO : EPOCH 12 - PROGRESS: at 43.22% examples, 686267 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:13,886 : INFO : EPOCH 12 - PROGRESS: at 43.58% examples, 686602 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:14,890 : INFO : EPOCH 12 - PROGRESS: at 43.94% examples, 686920 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:15,896 : INFO : EPOCH 12 - PROGRESS: at 44.30% examples, 687238 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:16,916 : INFO : EPOCH 12 - PROGRESS: at 44.66% examples, 687610 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:17,920 : INFO : EPOCH 12 - PROGRESS: at 45.02% examples, 687952 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:18,929 : INFO : EPOCH 12 - PROGRESS: at 45.38% examples, 688224 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:19,944 : INFO : EPOCH 12 - PROGRESS: at 45.72% examples, 688665 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:20:20,946 : INFO : EPOCH 12 - PROGRESS: at 46.08% examples, 689024 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:21,948 : INFO : EPOCH 12 - PROGRESS: at 46.43% examples, 689265 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:22,961 : INFO : EPOCH 12 - PROGRESS: at 46.79% examples, 689562 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:23,965 : INFO : EPOCH 12 - PROGRESS: at 47.13% examples, 689713 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:24,977 : INFO : EPOCH 12 - PROGRESS: at 47.49% examples, 689947 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:20:25,985 : INFO : EPOCH 12 - PROGRESS: at 47.85% examples, 690339 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:26,988 : INFO : EPOCH 12 - PROGRESS: at 48.19% examples, 690572 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:27,998 : INFO : EPOCH 12 - PROGRESS: at 48.55% examples, 690918 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:29,003 : INFO : EPOCH 12 - PROGRESS: at 48.91% examples, 691195 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:30,014 : INFO : EPOCH 12 - PROGRESS: at 49.25% examples, 691573 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:31,019 : INFO : EPOCH 12 - PROGRESS: at 49.60% examples, 691959 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:32,037 : INFO : EPOCH 12 - PROGRESS: at 49.96% examples, 692214 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:33,040 : INFO : EPOCH 12 - PROGRESS: at 50.32% examples, 692504 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:34,044 : INFO : EPOCH 12 - PROGRESS: at 50.68% examples, 692722 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:35,047 : INFO : EPOCH 12 - PROGRESS: at 51.03% examples, 693047 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:36,050 : INFO : EPOCH 12 - PROGRESS: at 51.36% examples, 693298 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:37,053 : INFO : EPOCH 12 - PROGRESS: at 51.73% examples, 693591 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:38,056 : INFO : EPOCH 12 - PROGRESS: at 52.08% examples, 693860 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:39,059 : INFO : EPOCH 12 - PROGRESS: at 52.43% examples, 694107 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:40,060 : INFO : EPOCH 12 - PROGRESS: at 52.78% examples, 694340 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:41,061 : INFO : EPOCH 12 - PROGRESS: at 53.14% examples, 694596 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:42,073 : INFO : EPOCH 12 - PROGRESS: at 53.49% examples, 694769 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:43,083 : INFO : EPOCH 12 - PROGRESS: at 53.82% examples, 695050 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:44,091 : INFO : EPOCH 12 - PROGRESS: at 54.20% examples, 695257 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:45,107 : INFO : EPOCH 12 - PROGRESS: at 54.56% examples, 695434 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:46,120 : INFO : EPOCH 12 - PROGRESS: at 54.91% examples, 695670 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:47,122 : INFO : EPOCH 12 - PROGRESS: at 55.28% examples, 695969 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:48,142 : INFO : EPOCH 12 - PROGRESS: at 55.63% examples, 696136 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:49,148 : INFO : EPOCH 12 - PROGRESS: at 55.98% examples, 696409 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:50,151 : INFO : EPOCH 12 - PROGRESS: at 56.34% examples, 696650 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:51,154 : INFO : EPOCH 12 - PROGRESS: at 56.69% examples, 696853 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:52,158 : INFO : EPOCH 12 - PROGRESS: at 57.06% examples, 697120 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:53,161 : INFO : EPOCH 12 - PROGRESS: at 57.44% examples, 697228 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:20:54,171 : INFO : EPOCH 12 - PROGRESS: at 57.79% examples, 697522 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:55,188 : INFO : EPOCH 12 - PROGRESS: at 58.17% examples, 697668 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:56,192 : INFO : EPOCH 12 - PROGRESS: at 58.54% examples, 697865 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:57,204 : INFO : EPOCH 12 - PROGRESS: at 58.88% examples, 698021 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:58,207 : INFO : EPOCH 12 - PROGRESS: at 59.26% examples, 698186 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:20:59,211 : INFO : EPOCH 12 - PROGRESS: at 59.65% examples, 698317 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:00,221 : INFO : EPOCH 12 - PROGRESS: at 60.01% examples, 698568 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:21:01,227 : INFO : EPOCH 12 - PROGRESS: at 60.36% examples, 698753 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:02,233 : INFO : EPOCH 12 - PROGRESS: at 60.70% examples, 698981 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:03,247 : INFO : EPOCH 12 - PROGRESS: at 61.08% examples, 699201 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:04,249 : INFO : EPOCH 12 - PROGRESS: at 61.44% examples, 699370 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:21:05,259 : INFO : EPOCH 12 - PROGRESS: at 61.78% examples, 699530 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:06,260 : INFO : EPOCH 12 - PROGRESS: at 62.14% examples, 699766 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:07,266 : INFO : EPOCH 12 - PROGRESS: at 62.47% examples, 699930 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:08,275 : INFO : EPOCH 12 - PROGRESS: at 62.82% examples, 700139 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:09,281 : INFO : EPOCH 12 - PROGRESS: at 63.19% examples, 700269 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:10,282 : INFO : EPOCH 12 - PROGRESS: at 63.55% examples, 700469 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:11,290 : INFO : EPOCH 12 - PROGRESS: at 63.89% examples, 700610 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:12,299 : INFO : EPOCH 12 - PROGRESS: at 64.24% examples, 700791 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:13,301 : INFO : EPOCH 12 - PROGRESS: at 64.60% examples, 700989 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:14,309 : INFO : EPOCH 12 - PROGRESS: at 64.90% examples, 700953 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:15,316 : INFO : EPOCH 12 - PROGRESS: at 65.23% examples, 700786 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:16,328 : INFO : EPOCH 12 - PROGRESS: at 65.55% examples, 700554 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:17,341 : INFO : EPOCH 12 - PROGRESS: at 65.90% examples, 700360 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:18,343 : INFO : EPOCH 12 - PROGRESS: at 66.22% examples, 700185 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:21:19,358 : INFO : EPOCH 12 - PROGRESS: at 66.53% examples, 700047 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:20,360 : INFO : EPOCH 12 - PROGRESS: at 66.86% examples, 699898 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:21,370 : INFO : EPOCH 12 - PROGRESS: at 67.19% examples, 699737 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:21:22,375 : INFO : EPOCH 12 - PROGRESS: at 67.54% examples, 699589 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:23,377 : INFO : EPOCH 12 - PROGRESS: at 67.87% examples, 699397 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:24,382 : INFO : EPOCH 12 - PROGRESS: at 68.19% examples, 699233 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:25,389 : INFO : EPOCH 12 - PROGRESS: at 68.51% examples, 699067 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:26,410 : INFO : EPOCH 12 - PROGRESS: at 68.82% examples, 698902 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:27,418 : INFO : EPOCH 12 - PROGRESS: at 69.17% examples, 698720 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:28,420 : INFO : EPOCH 12 - PROGRESS: at 69.49% examples, 698542 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:29,424 : INFO : EPOCH 12 - PROGRESS: at 69.79% examples, 698393 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:30,424 : INFO : EPOCH 12 - PROGRESS: at 70.13% examples, 698253 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:31,425 : INFO : EPOCH 12 - PROGRESS: at 70.45% examples, 698057 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:32,430 : INFO : EPOCH 12 - PROGRESS: at 70.80% examples, 697919 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:33,435 : INFO : EPOCH 12 - PROGRESS: at 71.13% examples, 697788 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:34,439 : INFO : EPOCH 12 - PROGRESS: at 71.41% examples, 697657 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:35,446 : INFO : EPOCH 12 - PROGRESS: at 71.72% examples, 697469 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:36,451 : INFO : EPOCH 12 - PROGRESS: at 72.06% examples, 697348 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:37,459 : INFO : EPOCH 12 - PROGRESS: at 72.37% examples, 697166 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:38,490 : INFO : EPOCH 12 - PROGRESS: at 72.70% examples, 696964 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:39,490 : INFO : EPOCH 12 - PROGRESS: at 73.03% examples, 696839 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:40,510 : INFO : EPOCH 12 - PROGRESS: at 73.37% examples, 696692 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:41,522 : INFO : EPOCH 12 - PROGRESS: at 73.68% examples, 696556 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:42,530 : INFO : EPOCH 12 - PROGRESS: at 74.01% examples, 696374 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:43,532 : INFO : EPOCH 12 - PROGRESS: at 74.33% examples, 696308 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:21:44,545 : INFO : EPOCH 12 - PROGRESS: at 74.64% examples, 696148 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:45,548 : INFO : EPOCH 12 - PROGRESS: at 74.99% examples, 696047 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:46,560 : INFO : EPOCH 12 - PROGRESS: at 75.28% examples, 695908 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:47,571 : INFO : EPOCH 12 - PROGRESS: at 75.59% examples, 695793 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:48,574 : INFO : EPOCH 12 - PROGRESS: at 75.92% examples, 695680 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:49,575 : INFO : EPOCH 12 - PROGRESS: at 76.26% examples, 695577 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:50,576 : INFO : EPOCH 12 - PROGRESS: at 76.59% examples, 695430 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:51,586 : INFO : EPOCH 12 - PROGRESS: at 76.90% examples, 695275 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:52,593 : INFO : EPOCH 12 - PROGRESS: at 77.22% examples, 695157 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:21:53,598 : INFO : EPOCH 12 - PROGRESS: at 77.54% examples, 694997 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:54,603 : INFO : EPOCH 12 - PROGRESS: at 77.84% examples, 694864 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:55,614 : INFO : EPOCH 12 - PROGRESS: at 78.18% examples, 694723 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:56,623 : INFO : EPOCH 12 - PROGRESS: at 78.50% examples, 694584 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:57,630 : INFO : EPOCH 12 - PROGRESS: at 78.83% examples, 694491 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:21:58,640 : INFO : EPOCH 12 - PROGRESS: at 79.16% examples, 694313 words/s, in_qsize 8, out_qsize 1
2020-07-24 03:21:59,640 : INFO : EPOCH 12 - PROGRESS: at 79.49% examples, 694190 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:00,642 : INFO : EPOCH 12 - PROGRESS: at 79.82% examples, 694070 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:01,668 : INFO : EPOCH 12 - PROGRESS: at 80.14% examples, 693925 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:02,670 : INFO : EPOCH 12 - PROGRESS: at 80.45% examples, 693829 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:03,674 : INFO : EPOCH 12 - PROGRESS: at 80.74% examples, 693724 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:22:04,680 : INFO : EPOCH 12 - PROGRESS: at 81.09% examples, 693634 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:22:05,683 : INFO : EPOCH 12 - PROGRESS: at 81.46% examples, 693453 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:06,686 : INFO : EPOCH 12 - PROGRESS: at 81.79% examples, 693326 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:07,692 : INFO : EPOCH 12 - PROGRESS: at 82.09% examples, 693242 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:08,698 : INFO : EPOCH 12 - PROGRESS: at 82.43% examples, 693089 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:09,701 : INFO : EPOCH 12 - PROGRESS: at 82.75% examples, 692979 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:22:10,702 : INFO : EPOCH 12 - PROGRESS: at 83.09% examples, 692912 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:11,705 : INFO : EPOCH 12 - PROGRESS: at 83.40% examples, 692797 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:12,725 : INFO : EPOCH 12 - PROGRESS: at 83.76% examples, 692636 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:13,725 : INFO : EPOCH 12 - PROGRESS: at 84.10% examples, 692528 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:14,729 : INFO : EPOCH 12 - PROGRESS: at 84.42% examples, 692395 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:15,736 : INFO : EPOCH 12 - PROGRESS: at 84.75% examples, 692239 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:22:16,740 : INFO : EPOCH 12 - PROGRESS: at 85.06% examples, 692175 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:17,751 : INFO : EPOCH 12 - PROGRESS: at 85.36% examples, 692094 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:22:18,765 : INFO : EPOCH 12 - PROGRESS: at 85.65% examples, 691941 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:19,786 : INFO : EPOCH 12 - PROGRESS: at 85.97% examples, 691716 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:20,791 : INFO : EPOCH 12 - PROGRESS: at 86.26% examples, 691567 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:21,796 : INFO : EPOCH 12 - PROGRESS: at 86.53% examples, 691068 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:22,810 : INFO : EPOCH 12 - PROGRESS: at 86.85% examples, 690954 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:23,828 : INFO : EPOCH 12 - PROGRESS: at 87.22% examples, 691101 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:24,834 : INFO : EPOCH 12 - PROGRESS: at 87.57% examples, 691295 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:25,837 : INFO : EPOCH 12 - PROGRESS: at 87.94% examples, 691429 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:26,852 : INFO : EPOCH 12 - PROGRESS: at 88.30% examples, 691602 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:27,861 : INFO : EPOCH 12 - PROGRESS: at 88.65% examples, 691765 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:28,880 : INFO : EPOCH 12 - PROGRESS: at 88.97% examples, 691899 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:29,911 : INFO : EPOCH 12 - PROGRESS: at 89.35% examples, 692030 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:22:30,918 : INFO : EPOCH 12 - PROGRESS: at 89.68% examples, 692245 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:31,924 : INFO : EPOCH 12 - PROGRESS: at 90.05% examples, 692336 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:32,930 : INFO : EPOCH 12 - PROGRESS: at 90.44% examples, 692484 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:22:33,942 : INFO : EPOCH 12 - PROGRESS: at 90.79% examples, 692568 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:34,948 : INFO : EPOCH 12 - PROGRESS: at 91.14% examples, 692723 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:22:35,958 : INFO : EPOCH 12 - PROGRESS: at 91.48% examples, 692901 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:36,959 : INFO : EPOCH 12 - PROGRESS: at 91.86% examples, 693051 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:37,961 : INFO : EPOCH 12 - PROGRESS: at 92.22% examples, 693180 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:38,977 : INFO : EPOCH 12 - PROGRESS: at 92.55% examples, 693335 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:22:39,984 : INFO : EPOCH 12 - PROGRESS: at 92.90% examples, 693510 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:22:41,001 : INFO : EPOCH 12 - PROGRESS: at 93.28% examples, 693613 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:42,013 : INFO : EPOCH 12 - PROGRESS: at 93.67% examples, 693750 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:43,021 : INFO : EPOCH 12 - PROGRESS: at 94.03% examples, 693903 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:44,036 : INFO : EPOCH 12 - PROGRESS: at 94.35% examples, 694071 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:45,041 : INFO : EPOCH 12 - PROGRESS: at 94.73% examples, 694204 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:46,041 : INFO : EPOCH 12 - PROGRESS: at 95.09% examples, 694344 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:47,048 : INFO : EPOCH 12 - PROGRESS: at 95.44% examples, 694493 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:48,052 : INFO : EPOCH 12 - PROGRESS: at 95.79% examples, 694636 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:49,063 : INFO : EPOCH 12 - PROGRESS: at 96.16% examples, 694759 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:50,067 : INFO : EPOCH 12 - PROGRESS: at 96.50% examples, 694949 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:51,070 : INFO : EPOCH 12 - PROGRESS: at 96.86% examples, 695073 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:52,071 : INFO : EPOCH 12 - PROGRESS: at 97.22% examples, 695192 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:53,081 : INFO : EPOCH 12 - PROGRESS: at 97.58% examples, 695318 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:54,083 : INFO : EPOCH 12 - PROGRESS: at 97.94% examples, 695423 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:55,094 : INFO : EPOCH 12 - PROGRESS: at 98.29% examples, 695505 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:56,106 : INFO : EPOCH 12 - PROGRESS: at 98.67% examples, 695625 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:57,114 : INFO : EPOCH 12 - PROGRESS: at 99.05% examples, 695737 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:58,119 : INFO : EPOCH 12 - PROGRESS: at 99.40% examples, 695884 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:59,126 : INFO : EPOCH 12 - PROGRESS: at 99.73% examples, 696034 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:22:59,921 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 03:22:59,928 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 03:22:59,934 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 03:22:59,939 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 03:22:59,940 : INFO : EPOCH - 12 : training on 265612569 raw words (206849219 effective words) took 297.1s, 696181 effective words/s
2020-07-24 03:23:00,946 : INFO : EPOCH 13 - PROGRESS: at 0.34% examples, 711402 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:01,960 : INFO : EPOCH 13 - PROGRESS: at 0.71% examples, 715177 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:23:02,971 : INFO : EPOCH 13 - PROGRESS: at 1.04% examples, 719114 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:23:03,978 : INFO : EPOCH 13 - PROGRESS: at 1.38% examples, 720945 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:04,985 : INFO : EPOCH 13 - PROGRESS: at 1.76% examples, 724315 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:05,985 : INFO : EPOCH 13 - PROGRESS: at 2.11% examples, 727615 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:06,986 : INFO : EPOCH 13 - PROGRESS: at 2.45% examples, 729818 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:08,003 : INFO : EPOCH 13 - PROGRESS: at 2.79% examples, 729768 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:09,009 : INFO : EPOCH 13 - PROGRESS: at 3.14% examples, 730664 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:10,022 : INFO : EPOCH 13 - PROGRESS: at 3.51% examples, 731230 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:11,035 : INFO : EPOCH 13 - PROGRESS: at 3.87% examples, 731192 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:12,036 : INFO : EPOCH 13 - PROGRESS: at 4.20% examples, 731863 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:13,037 : INFO : EPOCH 13 - PROGRESS: at 4.54% examples, 731230 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:23:14,039 : INFO : EPOCH 13 - PROGRESS: at 4.91% examples, 731360 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:15,042 : INFO : EPOCH 13 - PROGRESS: at 5.27% examples, 731281 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:16,055 : INFO : EPOCH 13 - PROGRESS: at 5.64% examples, 731337 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:17,062 : INFO : EPOCH 13 - PROGRESS: at 5.99% examples, 732145 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:23:18,068 : INFO : EPOCH 13 - PROGRESS: at 6.33% examples, 731998 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:19,071 : INFO : EPOCH 13 - PROGRESS: at 6.68% examples, 731588 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:20,078 : INFO : EPOCH 13 - PROGRESS: at 7.04% examples, 732168 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:21,085 : INFO : EPOCH 13 - PROGRESS: at 7.38% examples, 731710 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:22,090 : INFO : EPOCH 13 - PROGRESS: at 7.74% examples, 731999 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:23,090 : INFO : EPOCH 13 - PROGRESS: at 8.06% examples, 732208 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:24,103 : INFO : EPOCH 13 - PROGRESS: at 8.43% examples, 732440 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:25,114 : INFO : EPOCH 13 - PROGRESS: at 8.81% examples, 732696 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:26,123 : INFO : EPOCH 13 - PROGRESS: at 9.16% examples, 732344 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:27,131 : INFO : EPOCH 13 - PROGRESS: at 9.54% examples, 732024 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:28,143 : INFO : EPOCH 13 - PROGRESS: at 9.88% examples, 732037 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:29,144 : INFO : EPOCH 13 - PROGRESS: at 10.24% examples, 732342 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:30,170 : INFO : EPOCH 13 - PROGRESS: at 10.62% examples, 732337 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:31,174 : INFO : EPOCH 13 - PROGRESS: at 10.99% examples, 732359 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:32,175 : INFO : EPOCH 13 - PROGRESS: at 11.34% examples, 732637 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:33,176 : INFO : EPOCH 13 - PROGRESS: at 11.70% examples, 732697 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:34,177 : INFO : EPOCH 13 - PROGRESS: at 12.06% examples, 732572 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:35,178 : INFO : EPOCH 13 - PROGRESS: at 12.41% examples, 732354 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:23:36,179 : INFO : EPOCH 13 - PROGRESS: at 12.79% examples, 732427 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:37,184 : INFO : EPOCH 13 - PROGRESS: at 13.12% examples, 732659 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:38,193 : INFO : EPOCH 13 - PROGRESS: at 13.49% examples, 732658 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:39,204 : INFO : EPOCH 13 - PROGRESS: at 13.84% examples, 732632 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:40,214 : INFO : EPOCH 13 - PROGRESS: at 14.20% examples, 732441 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:41,216 : INFO : EPOCH 13 - PROGRESS: at 14.57% examples, 732555 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:42,227 : INFO : EPOCH 13 - PROGRESS: at 14.93% examples, 732469 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:43,241 : INFO : EPOCH 13 - PROGRESS: at 15.27% examples, 732215 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:44,253 : INFO : EPOCH 13 - PROGRESS: at 15.63% examples, 732118 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:23:45,264 : INFO : EPOCH 13 - PROGRESS: at 15.99% examples, 732322 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:46,273 : INFO : EPOCH 13 - PROGRESS: at 16.36% examples, 732361 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:47,274 : INFO : EPOCH 13 - PROGRESS: at 16.72% examples, 732374 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:48,277 : INFO : EPOCH 13 - PROGRESS: at 17.06% examples, 732017 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:49,286 : INFO : EPOCH 13 - PROGRESS: at 17.39% examples, 732264 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:50,292 : INFO : EPOCH 13 - PROGRESS: at 17.75% examples, 732226 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:51,293 : INFO : EPOCH 13 - PROGRESS: at 18.11% examples, 732373 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:23:52,323 : INFO : EPOCH 13 - PROGRESS: at 18.49% examples, 732074 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:53,332 : INFO : EPOCH 13 - PROGRESS: at 18.85% examples, 732089 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:54,342 : INFO : EPOCH 13 - PROGRESS: at 19.19% examples, 732179 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:55,364 : INFO : EPOCH 13 - PROGRESS: at 19.55% examples, 732078 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:56,365 : INFO : EPOCH 13 - PROGRESS: at 19.92% examples, 732039 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:57,370 : INFO : EPOCH 13 - PROGRESS: at 20.27% examples, 732123 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:23:58,373 : INFO : EPOCH 13 - PROGRESS: at 20.61% examples, 732094 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:23:59,374 : INFO : EPOCH 13 - PROGRESS: at 20.94% examples, 732272 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:00,385 : INFO : EPOCH 13 - PROGRESS: at 21.31% examples, 732271 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:24:01,391 : INFO : EPOCH 13 - PROGRESS: at 21.67% examples, 732195 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:02,397 : INFO : EPOCH 13 - PROGRESS: at 22.04% examples, 732269 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:03,405 : INFO : EPOCH 13 - PROGRESS: at 22.38% examples, 732274 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:04,410 : INFO : EPOCH 13 - PROGRESS: at 22.74% examples, 732196 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:05,427 : INFO : EPOCH 13 - PROGRESS: at 23.10% examples, 732113 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:06,437 : INFO : EPOCH 13 - PROGRESS: at 23.46% examples, 732053 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:07,453 : INFO : EPOCH 13 - PROGRESS: at 23.84% examples, 732035 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:08,456 : INFO : EPOCH 13 - PROGRESS: at 24.20% examples, 732040 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:09,465 : INFO : EPOCH 13 - PROGRESS: at 24.58% examples, 732035 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:24:10,494 : INFO : EPOCH 13 - PROGRESS: at 24.94% examples, 731848 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:24:11,504 : INFO : EPOCH 13 - PROGRESS: at 25.30% examples, 731916 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:12,519 : INFO : EPOCH 13 - PROGRESS: at 25.66% examples, 732048 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:13,523 : INFO : EPOCH 13 - PROGRESS: at 26.00% examples, 732157 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:14,536 : INFO : EPOCH 13 - PROGRESS: at 26.37% examples, 732160 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:15,546 : INFO : EPOCH 13 - PROGRESS: at 26.73% examples, 732272 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:16,552 : INFO : EPOCH 13 - PROGRESS: at 27.11% examples, 732247 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:17,554 : INFO : EPOCH 13 - PROGRESS: at 27.45% examples, 732300 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:18,556 : INFO : EPOCH 13 - PROGRESS: at 27.79% examples, 732391 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:24:19,562 : INFO : EPOCH 13 - PROGRESS: at 28.16% examples, 732340 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:20,564 : INFO : EPOCH 13 - PROGRESS: at 28.49% examples, 732602 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:21,566 : INFO : EPOCH 13 - PROGRESS: at 28.85% examples, 732593 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:22,575 : INFO : EPOCH 13 - PROGRESS: at 29.21% examples, 732562 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:23,583 : INFO : EPOCH 13 - PROGRESS: at 29.56% examples, 732578 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:24,589 : INFO : EPOCH 13 - PROGRESS: at 29.92% examples, 732587 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:25,592 : INFO : EPOCH 13 - PROGRESS: at 30.29% examples, 732689 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:26,594 : INFO : EPOCH 13 - PROGRESS: at 30.64% examples, 732689 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:27,606 : INFO : EPOCH 13 - PROGRESS: at 31.01% examples, 732719 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:28,611 : INFO : EPOCH 13 - PROGRESS: at 31.36% examples, 732805 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:29,614 : INFO : EPOCH 13 - PROGRESS: at 31.73% examples, 732905 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:30,614 : INFO : EPOCH 13 - PROGRESS: at 32.11% examples, 732770 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:24:31,621 : INFO : EPOCH 13 - PROGRESS: at 32.48% examples, 732666 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:32,625 : INFO : EPOCH 13 - PROGRESS: at 32.85% examples, 732698 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:33,637 : INFO : EPOCH 13 - PROGRESS: at 33.19% examples, 732761 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:34,642 : INFO : EPOCH 13 - PROGRESS: at 33.56% examples, 732849 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:24:35,643 : INFO : EPOCH 13 - PROGRESS: at 33.93% examples, 733000 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:36,647 : INFO : EPOCH 13 - PROGRESS: at 34.27% examples, 733048 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:37,651 : INFO : EPOCH 13 - PROGRESS: at 34.64% examples, 733088 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:38,654 : INFO : EPOCH 13 - PROGRESS: at 35.00% examples, 733029 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:39,666 : INFO : EPOCH 13 - PROGRESS: at 35.34% examples, 733046 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:40,686 : INFO : EPOCH 13 - PROGRESS: at 35.71% examples, 733028 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:41,710 : INFO : EPOCH 13 - PROGRESS: at 36.06% examples, 732906 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:42,719 : INFO : EPOCH 13 - PROGRESS: at 36.44% examples, 733026 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:43,732 : INFO : EPOCH 13 - PROGRESS: at 36.83% examples, 732899 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:44,732 : INFO : EPOCH 13 - PROGRESS: at 37.17% examples, 732974 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:45,734 : INFO : EPOCH 13 - PROGRESS: at 37.51% examples, 732964 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:46,742 : INFO : EPOCH 13 - PROGRESS: at 37.86% examples, 732939 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:24:47,762 : INFO : EPOCH 13 - PROGRESS: at 38.23% examples, 732942 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:48,766 : INFO : EPOCH 13 - PROGRESS: at 38.59% examples, 733059 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:49,769 : INFO : EPOCH 13 - PROGRESS: at 38.94% examples, 733025 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:50,793 : INFO : EPOCH 13 - PROGRESS: at 39.29% examples, 732903 words/s, in_qsize 8, out_qsize 1
2020-07-24 03:24:51,802 : INFO : EPOCH 13 - PROGRESS: at 39.66% examples, 732990 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:52,803 : INFO : EPOCH 13 - PROGRESS: at 40.02% examples, 732947 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:53,805 : INFO : EPOCH 13 - PROGRESS: at 40.39% examples, 732964 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:54,821 : INFO : EPOCH 13 - PROGRESS: at 40.73% examples, 732991 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:55,826 : INFO : EPOCH 13 - PROGRESS: at 41.09% examples, 733008 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:56,827 : INFO : EPOCH 13 - PROGRESS: at 41.45% examples, 733056 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:57,830 : INFO : EPOCH 13 - PROGRESS: at 41.81% examples, 733079 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:58,837 : INFO : EPOCH 13 - PROGRESS: at 42.17% examples, 732903 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:24:59,851 : INFO : EPOCH 13 - PROGRESS: at 42.51% examples, 732531 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:00,857 : INFO : EPOCH 13 - PROGRESS: at 42.86% examples, 732290 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:01,867 : INFO : EPOCH 13 - PROGRESS: at 43.17% examples, 731346 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:02,875 : INFO : EPOCH 13 - PROGRESS: at 43.51% examples, 730916 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:03,876 : INFO : EPOCH 13 - PROGRESS: at 43.88% examples, 730966 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:04,885 : INFO : EPOCH 13 - PROGRESS: at 44.23% examples, 730942 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:05,894 : INFO : EPOCH 13 - PROGRESS: at 44.60% examples, 730973 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:06,905 : INFO : EPOCH 13 - PROGRESS: at 44.96% examples, 731001 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:07,910 : INFO : EPOCH 13 - PROGRESS: at 45.32% examples, 731054 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:08,925 : INFO : EPOCH 13 - PROGRESS: at 45.67% examples, 731179 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:09,937 : INFO : EPOCH 13 - PROGRESS: at 46.03% examples, 731202 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:10,937 : INFO : EPOCH 13 - PROGRESS: at 46.37% examples, 731178 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:25:11,938 : INFO : EPOCH 13 - PROGRESS: at 46.73% examples, 731103 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:12,938 : INFO : EPOCH 13 - PROGRESS: at 47.06% examples, 731108 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:13,938 : INFO : EPOCH 13 - PROGRESS: at 47.43% examples, 731125 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:14,957 : INFO : EPOCH 13 - PROGRESS: at 47.80% examples, 731078 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:15,958 : INFO : EPOCH 13 - PROGRESS: at 48.14% examples, 731116 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:16,974 : INFO : EPOCH 13 - PROGRESS: at 48.50% examples, 731126 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:17,987 : INFO : EPOCH 13 - PROGRESS: at 48.85% examples, 731124 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:18,998 : INFO : EPOCH 13 - PROGRESS: at 49.19% examples, 731227 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:20,008 : INFO : EPOCH 13 - PROGRESS: at 49.55% examples, 731241 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:21,018 : INFO : EPOCH 13 - PROGRESS: at 49.91% examples, 731368 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:25:22,030 : INFO : EPOCH 13 - PROGRESS: at 50.27% examples, 731360 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:23,038 : INFO : EPOCH 13 - PROGRESS: at 50.63% examples, 731417 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:24,042 : INFO : EPOCH 13 - PROGRESS: at 50.99% examples, 731494 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:25,050 : INFO : EPOCH 13 - PROGRESS: at 51.31% examples, 731536 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:26,056 : INFO : EPOCH 13 - PROGRESS: at 51.69% examples, 731578 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:27,059 : INFO : EPOCH 13 - PROGRESS: at 52.04% examples, 731560 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:28,066 : INFO : EPOCH 13 - PROGRESS: at 52.37% examples, 731552 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:29,067 : INFO : EPOCH 13 - PROGRESS: at 52.74% examples, 731558 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:30,071 : INFO : EPOCH 13 - PROGRESS: at 53.09% examples, 731503 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:31,085 : INFO : EPOCH 13 - PROGRESS: at 53.45% examples, 731524 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:32,089 : INFO : EPOCH 13 - PROGRESS: at 53.78% examples, 731532 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:33,096 : INFO : EPOCH 13 - PROGRESS: at 54.15% examples, 731558 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:34,103 : INFO : EPOCH 13 - PROGRESS: at 54.51% examples, 731564 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:35,111 : INFO : EPOCH 13 - PROGRESS: at 54.88% examples, 731564 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:36,122 : INFO : EPOCH 13 - PROGRESS: at 55.23% examples, 731626 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:37,136 : INFO : EPOCH 13 - PROGRESS: at 55.59% examples, 731559 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:38,137 : INFO : EPOCH 13 - PROGRESS: at 55.93% examples, 731590 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:39,140 : INFO : EPOCH 13 - PROGRESS: at 56.28% examples, 731625 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:40,144 : INFO : EPOCH 13 - PROGRESS: at 56.65% examples, 731648 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:41,152 : INFO : EPOCH 13 - PROGRESS: at 57.01% examples, 731660 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:42,167 : INFO : EPOCH 13 - PROGRESS: at 57.40% examples, 731672 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:25:43,172 : INFO : EPOCH 13 - PROGRESS: at 57.75% examples, 731750 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:25:44,190 : INFO : EPOCH 13 - PROGRESS: at 58.14% examples, 731708 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:45,194 : INFO : EPOCH 13 - PROGRESS: at 58.50% examples, 731805 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:25:46,206 : INFO : EPOCH 13 - PROGRESS: at 58.85% examples, 731787 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:47,208 : INFO : EPOCH 13 - PROGRESS: at 59.23% examples, 731789 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:48,208 : INFO : EPOCH 13 - PROGRESS: at 59.62% examples, 731781 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:49,212 : INFO : EPOCH 13 - PROGRESS: at 59.98% examples, 731815 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:50,215 : INFO : EPOCH 13 - PROGRESS: at 60.33% examples, 731801 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:51,217 : INFO : EPOCH 13 - PROGRESS: at 60.67% examples, 731815 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:52,221 : INFO : EPOCH 13 - PROGRESS: at 61.04% examples, 731858 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:53,225 : INFO : EPOCH 13 - PROGRESS: at 61.40% examples, 731850 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:54,231 : INFO : EPOCH 13 - PROGRESS: at 61.75% examples, 731823 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:55,238 : INFO : EPOCH 13 - PROGRESS: at 62.10% examples, 731818 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:56,248 : INFO : EPOCH 13 - PROGRESS: at 62.43% examples, 731843 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:25:57,249 : INFO : EPOCH 13 - PROGRESS: at 62.79% examples, 731904 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:25:58,250 : INFO : EPOCH 13 - PROGRESS: at 63.15% examples, 731838 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:25:59,252 : INFO : EPOCH 13 - PROGRESS: at 63.51% examples, 731813 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:00,267 : INFO : EPOCH 13 - PROGRESS: at 63.85% examples, 731794 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:01,267 : INFO : EPOCH 13 - PROGRESS: at 64.20% examples, 731850 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:02,269 : INFO : EPOCH 13 - PROGRESS: at 64.56% examples, 731916 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:03,273 : INFO : EPOCH 13 - PROGRESS: at 64.88% examples, 731967 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:04,274 : INFO : EPOCH 13 - PROGRESS: at 65.24% examples, 731943 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:05,276 : INFO : EPOCH 13 - PROGRESS: at 65.60% examples, 731980 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:26:06,276 : INFO : EPOCH 13 - PROGRESS: at 65.97% examples, 732016 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:07,291 : INFO : EPOCH 13 - PROGRESS: at 66.33% examples, 731970 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:08,292 : INFO : EPOCH 13 - PROGRESS: at 66.68% examples, 732022 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:09,297 : INFO : EPOCH 13 - PROGRESS: at 67.02% examples, 732034 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:10,297 : INFO : EPOCH 13 - PROGRESS: at 67.41% examples, 732110 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:11,322 : INFO : EPOCH 13 - PROGRESS: at 67.79% examples, 732058 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:12,327 : INFO : EPOCH 13 - PROGRESS: at 68.15% examples, 732114 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:13,336 : INFO : EPOCH 13 - PROGRESS: at 68.50% examples, 732154 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:26:14,348 : INFO : EPOCH 13 - PROGRESS: at 68.85% examples, 732228 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:15,351 : INFO : EPOCH 13 - PROGRESS: at 69.23% examples, 732254 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:26:16,355 : INFO : EPOCH 13 - PROGRESS: at 69.58% examples, 732230 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:17,358 : INFO : EPOCH 13 - PROGRESS: at 69.92% examples, 732250 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:18,374 : INFO : EPOCH 13 - PROGRESS: at 70.29% examples, 732272 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:19,374 : INFO : EPOCH 13 - PROGRESS: at 70.69% examples, 732287 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:20,377 : INFO : EPOCH 13 - PROGRESS: at 71.03% examples, 732287 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:21,381 : INFO : EPOCH 13 - PROGRESS: at 71.36% examples, 732302 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:22,389 : INFO : EPOCH 13 - PROGRESS: at 71.70% examples, 732315 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:23,402 : INFO : EPOCH 13 - PROGRESS: at 72.06% examples, 732309 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:24,407 : INFO : EPOCH 13 - PROGRESS: at 72.42% examples, 732323 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:25,410 : INFO : EPOCH 13 - PROGRESS: at 72.78% examples, 732326 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:26,429 : INFO : EPOCH 13 - PROGRESS: at 73.12% examples, 732377 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:27,429 : INFO : EPOCH 13 - PROGRESS: at 73.50% examples, 732325 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:28,436 : INFO : EPOCH 13 - PROGRESS: at 73.87% examples, 732345 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:29,438 : INFO : EPOCH 13 - PROGRESS: at 74.21% examples, 732356 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:30,440 : INFO : EPOCH 13 - PROGRESS: at 74.56% examples, 732350 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:31,455 : INFO : EPOCH 13 - PROGRESS: at 74.92% examples, 732367 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:32,474 : INFO : EPOCH 13 - PROGRESS: at 75.25% examples, 732364 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:33,476 : INFO : EPOCH 13 - PROGRESS: at 75.59% examples, 732408 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:34,486 : INFO : EPOCH 13 - PROGRESS: at 75.96% examples, 732391 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:35,487 : INFO : EPOCH 13 - PROGRESS: at 76.33% examples, 732406 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:36,496 : INFO : EPOCH 13 - PROGRESS: at 76.68% examples, 732399 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:37,501 : INFO : EPOCH 13 - PROGRESS: at 77.04% examples, 732367 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:38,508 : INFO : EPOCH 13 - PROGRESS: at 77.39% examples, 732353 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:39,516 : INFO : EPOCH 13 - PROGRESS: at 77.72% examples, 732336 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:40,519 : INFO : EPOCH 13 - PROGRESS: at 78.08% examples, 732317 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:41,525 : INFO : EPOCH 13 - PROGRESS: at 78.43% examples, 732338 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:26:42,528 : INFO : EPOCH 13 - PROGRESS: at 78.79% examples, 732346 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:43,539 : INFO : EPOCH 13 - PROGRESS: at 79.17% examples, 732348 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:44,545 : INFO : EPOCH 13 - PROGRESS: at 79.53% examples, 732375 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:45,554 : INFO : EPOCH 13 - PROGRESS: at 79.90% examples, 732445 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:46,564 : INFO : EPOCH 13 - PROGRESS: at 80.25% examples, 732397 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:47,570 : INFO : EPOCH 13 - PROGRESS: at 80.58% examples, 732435 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:48,571 : INFO : EPOCH 13 - PROGRESS: at 80.92% examples, 732438 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:49,576 : INFO : EPOCH 13 - PROGRESS: at 81.34% examples, 732392 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:50,588 : INFO : EPOCH 13 - PROGRESS: at 81.71% examples, 732379 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:51,602 : INFO : EPOCH 13 - PROGRESS: at 82.06% examples, 732444 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:52,610 : INFO : EPOCH 13 - PROGRESS: at 82.43% examples, 732438 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:53,610 : INFO : EPOCH 13 - PROGRESS: at 82.78% examples, 732384 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:54,631 : INFO : EPOCH 13 - PROGRESS: at 83.14% examples, 732369 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:55,640 : INFO : EPOCH 13 - PROGRESS: at 83.51% examples, 732398 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:56,657 : INFO : EPOCH 13 - PROGRESS: at 83.89% examples, 732356 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:26:57,671 : INFO : EPOCH 13 - PROGRESS: at 84.27% examples, 732347 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:58,674 : INFO : EPOCH 13 - PROGRESS: at 84.63% examples, 732365 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:26:59,674 : INFO : EPOCH 13 - PROGRESS: at 84.97% examples, 732408 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:00,676 : INFO : EPOCH 13 - PROGRESS: at 85.31% examples, 732430 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:01,676 : INFO : EPOCH 13 - PROGRESS: at 85.63% examples, 732415 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:02,679 : INFO : EPOCH 13 - PROGRESS: at 85.99% examples, 732400 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:03,695 : INFO : EPOCH 13 - PROGRESS: at 86.32% examples, 732437 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:04,715 : INFO : EPOCH 13 - PROGRESS: at 86.68% examples, 732407 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:05,718 : INFO : EPOCH 13 - PROGRESS: at 87.04% examples, 732426 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:27:06,731 : INFO : EPOCH 13 - PROGRESS: at 87.39% examples, 732423 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:07,736 : INFO : EPOCH 13 - PROGRESS: at 87.75% examples, 732437 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:27:08,738 : INFO : EPOCH 13 - PROGRESS: at 88.12% examples, 732439 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:09,740 : INFO : EPOCH 13 - PROGRESS: at 88.47% examples, 732443 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:10,746 : INFO : EPOCH 13 - PROGRESS: at 88.81% examples, 732433 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:11,748 : INFO : EPOCH 13 - PROGRESS: at 89.13% examples, 732461 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:12,750 : INFO : EPOCH 13 - PROGRESS: at 89.50% examples, 732460 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:27:13,755 : INFO : EPOCH 13 - PROGRESS: at 89.85% examples, 732486 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:14,757 : INFO : EPOCH 13 - PROGRESS: at 90.24% examples, 732453 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:15,774 : INFO : EPOCH 13 - PROGRESS: at 90.61% examples, 732457 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:16,783 : INFO : EPOCH 13 - PROGRESS: at 90.96% examples, 732483 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:17,793 : INFO : EPOCH 13 - PROGRESS: at 91.28% examples, 732524 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:18,794 : INFO : EPOCH 13 - PROGRESS: at 91.65% examples, 732521 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:19,795 : INFO : EPOCH 13 - PROGRESS: at 92.03% examples, 732503 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:20,803 : INFO : EPOCH 13 - PROGRESS: at 92.39% examples, 732483 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:21,808 : INFO : EPOCH 13 - PROGRESS: at 92.72% examples, 732549 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:22,815 : INFO : EPOCH 13 - PROGRESS: at 93.07% examples, 732507 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:23,820 : INFO : EPOCH 13 - PROGRESS: at 93.47% examples, 732560 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:24,822 : INFO : EPOCH 13 - PROGRESS: at 93.82% examples, 732577 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:25,828 : INFO : EPOCH 13 - PROGRESS: at 94.20% examples, 732544 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:26,845 : INFO : EPOCH 13 - PROGRESS: at 94.53% examples, 732599 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:27,849 : INFO : EPOCH 13 - PROGRESS: at 94.90% examples, 732585 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:28,867 : INFO : EPOCH 13 - PROGRESS: at 95.28% examples, 732604 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:29,873 : INFO : EPOCH 13 - PROGRESS: at 95.61% examples, 732647 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:30,874 : INFO : EPOCH 13 - PROGRESS: at 95.96% examples, 732630 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:31,876 : INFO : EPOCH 13 - PROGRESS: at 96.31% examples, 732657 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:32,877 : INFO : EPOCH 13 - PROGRESS: at 96.67% examples, 732658 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:33,879 : INFO : EPOCH 13 - PROGRESS: at 97.03% examples, 732704 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:34,889 : INFO : EPOCH 13 - PROGRESS: at 97.38% examples, 732688 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:35,909 : INFO : EPOCH 13 - PROGRESS: at 97.76% examples, 732659 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:36,917 : INFO : EPOCH 13 - PROGRESS: at 98.09% examples, 732669 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:27:37,933 : INFO : EPOCH 13 - PROGRESS: at 98.49% examples, 732623 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:38,946 : INFO : EPOCH 13 - PROGRESS: at 98.84% examples, 732530 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:39,948 : INFO : EPOCH 13 - PROGRESS: at 99.19% examples, 732392 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:40,950 : INFO : EPOCH 13 - PROGRESS: at 99.52% examples, 732232 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:41,971 : INFO : EPOCH 13 - PROGRESS: at 99.79% examples, 731866 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:42,607 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 03:27:42,615 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 03:27:42,622 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 03:27:42,627 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 03:27:42,628 : INFO : EPOCH - 13 : training on 265612569 raw words (206854522 effective words) took 282.7s, 731751 effective words/s
2020-07-24 03:27:43,645 : INFO : EPOCH 14 - PROGRESS: at 0.34% examples, 714780 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:44,646 : INFO : EPOCH 14 - PROGRESS: at 0.71% examples, 723471 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:27:45,651 : INFO : EPOCH 14 - PROGRESS: at 1.04% examples, 723193 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:46,654 : INFO : EPOCH 14 - PROGRESS: at 1.39% examples, 727911 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:47,657 : INFO : EPOCH 14 - PROGRESS: at 1.76% examples, 726790 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:48,658 : INFO : EPOCH 14 - PROGRESS: at 2.11% examples, 728394 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:49,660 : INFO : EPOCH 14 - PROGRESS: at 2.44% examples, 730336 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:50,665 : INFO : EPOCH 14 - PROGRESS: at 2.79% examples, 730340 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:51,666 : INFO : EPOCH 14 - PROGRESS: at 3.13% examples, 731243 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:52,677 : INFO : EPOCH 14 - PROGRESS: at 3.50% examples, 732289 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:53,682 : INFO : EPOCH 14 - PROGRESS: at 3.85% examples, 731504 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:54,698 : INFO : EPOCH 14 - PROGRESS: at 4.19% examples, 731243 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:55,699 : INFO : EPOCH 14 - PROGRESS: at 4.54% examples, 732160 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:56,707 : INFO : EPOCH 14 - PROGRESS: at 4.91% examples, 731901 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:57,714 : INFO : EPOCH 14 - PROGRESS: at 5.27% examples, 731545 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:27:58,720 : INFO : EPOCH 14 - PROGRESS: at 5.63% examples, 731948 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:27:59,723 : INFO : EPOCH 14 - PROGRESS: at 5.97% examples, 731497 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:00,727 : INFO : EPOCH 14 - PROGRESS: at 6.32% examples, 731143 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:01,741 : INFO : EPOCH 14 - PROGRESS: at 6.67% examples, 730790 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:02,742 : INFO : EPOCH 14 - PROGRESS: at 7.03% examples, 731238 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:03,743 : INFO : EPOCH 14 - PROGRESS: at 7.37% examples, 731359 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:04,745 : INFO : EPOCH 14 - PROGRESS: at 7.72% examples, 731377 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:05,750 : INFO : EPOCH 14 - PROGRESS: at 8.05% examples, 731742 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:06,750 : INFO : EPOCH 14 - PROGRESS: at 8.41% examples, 731731 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:07,759 : INFO : EPOCH 14 - PROGRESS: at 8.78% examples, 731565 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:08,763 : INFO : EPOCH 14 - PROGRESS: at 9.14% examples, 732027 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:09,768 : INFO : EPOCH 14 - PROGRESS: at 9.52% examples, 731723 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:10,782 : INFO : EPOCH 14 - PROGRESS: at 9.86% examples, 732002 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:11,784 : INFO : EPOCH 14 - PROGRESS: at 10.22% examples, 732488 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:12,786 : INFO : EPOCH 14 - PROGRESS: at 10.59% examples, 732306 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:28:13,788 : INFO : EPOCH 14 - PROGRESS: at 10.95% examples, 732180 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:14,792 : INFO : EPOCH 14 - PROGRESS: at 11.30% examples, 732166 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:15,796 : INFO : EPOCH 14 - PROGRESS: at 11.67% examples, 732079 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:16,800 : INFO : EPOCH 14 - PROGRESS: at 12.02% examples, 732097 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:28:17,806 : INFO : EPOCH 14 - PROGRESS: at 12.39% examples, 732117 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:18,808 : INFO : EPOCH 14 - PROGRESS: at 12.75% examples, 732084 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:28:19,815 : INFO : EPOCH 14 - PROGRESS: at 13.10% examples, 732083 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:20,822 : INFO : EPOCH 14 - PROGRESS: at 13.46% examples, 732210 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:21,822 : INFO : EPOCH 14 - PROGRESS: at 13.81% examples, 732142 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:22,824 : INFO : EPOCH 14 - PROGRESS: at 14.17% examples, 731992 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:23,833 : INFO : EPOCH 14 - PROGRESS: at 14.52% examples, 731861 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:24,847 : INFO : EPOCH 14 - PROGRESS: at 14.89% examples, 732175 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:25,850 : INFO : EPOCH 14 - PROGRESS: at 15.25% examples, 732167 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:26,855 : INFO : EPOCH 14 - PROGRESS: at 15.60% examples, 732160 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:27,856 : INFO : EPOCH 14 - PROGRESS: at 15.95% examples, 732014 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:28:28,865 : INFO : EPOCH 14 - PROGRESS: at 16.32% examples, 731967 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:29,876 : INFO : EPOCH 14 - PROGRESS: at 16.68% examples, 732026 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:30,880 : INFO : EPOCH 14 - PROGRESS: at 17.02% examples, 731859 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:31,883 : INFO : EPOCH 14 - PROGRESS: at 17.37% examples, 732104 words/s, in_qsize 8, out_qsize 1
2020-07-24 03:28:32,895 : INFO : EPOCH 14 - PROGRESS: at 17.72% examples, 732050 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:33,901 : INFO : EPOCH 14 - PROGRESS: at 18.08% examples, 732198 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:34,911 : INFO : EPOCH 14 - PROGRESS: at 18.46% examples, 731958 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:35,920 : INFO : EPOCH 14 - PROGRESS: at 18.81% examples, 732069 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:36,922 : INFO : EPOCH 14 - PROGRESS: at 19.15% examples, 732053 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:37,936 : INFO : EPOCH 14 - PROGRESS: at 19.50% examples, 732176 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:38,942 : INFO : EPOCH 14 - PROGRESS: at 19.87% examples, 732001 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:39,946 : INFO : EPOCH 14 - PROGRESS: at 20.23% examples, 732221 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:40,951 : INFO : EPOCH 14 - PROGRESS: at 20.57% examples, 732327 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:41,953 : INFO : EPOCH 14 - PROGRESS: at 20.92% examples, 732477 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:42,959 : INFO : EPOCH 14 - PROGRESS: at 21.27% examples, 732480 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:43,969 : INFO : EPOCH 14 - PROGRESS: at 21.64% examples, 732369 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:28:44,984 : INFO : EPOCH 14 - PROGRESS: at 22.01% examples, 732334 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:45,991 : INFO : EPOCH 14 - PROGRESS: at 22.36% examples, 732360 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:46,994 : INFO : EPOCH 14 - PROGRESS: at 22.70% examples, 732211 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:47,996 : INFO : EPOCH 14 - PROGRESS: at 23.06% examples, 732308 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:49,015 : INFO : EPOCH 14 - PROGRESS: at 23.43% examples, 732037 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:50,024 : INFO : EPOCH 14 - PROGRESS: at 23.80% examples, 732070 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:51,027 : INFO : EPOCH 14 - PROGRESS: at 24.16% examples, 731977 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:52,044 : INFO : EPOCH 14 - PROGRESS: at 24.53% examples, 731869 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:53,053 : INFO : EPOCH 14 - PROGRESS: at 24.89% examples, 731783 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:54,055 : INFO : EPOCH 14 - PROGRESS: at 25.25% examples, 731752 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:55,056 : INFO : EPOCH 14 - PROGRESS: at 25.60% examples, 731780 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:56,066 : INFO : EPOCH 14 - PROGRESS: at 25.95% examples, 731847 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:57,077 : INFO : EPOCH 14 - PROGRESS: at 26.30% examples, 731904 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:58,077 : INFO : EPOCH 14 - PROGRESS: at 26.66% examples, 731953 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:28:59,077 : INFO : EPOCH 14 - PROGRESS: at 27.03% examples, 732004 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:00,079 : INFO : EPOCH 14 - PROGRESS: at 27.38% examples, 731907 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:01,092 : INFO : EPOCH 14 - PROGRESS: at 27.72% examples, 732016 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:02,096 : INFO : EPOCH 14 - PROGRESS: at 28.09% examples, 732049 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:03,102 : INFO : EPOCH 14 - PROGRESS: at 28.43% examples, 731994 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:04,105 : INFO : EPOCH 14 - PROGRESS: at 28.78% examples, 732051 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:05,107 : INFO : EPOCH 14 - PROGRESS: at 29.14% examples, 732054 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:06,112 : INFO : EPOCH 14 - PROGRESS: at 29.49% examples, 732128 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:07,114 : INFO : EPOCH 14 - PROGRESS: at 29.84% examples, 732180 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:08,120 : INFO : EPOCH 14 - PROGRESS: at 30.20% examples, 732198 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:09,124 : INFO : EPOCH 14 - PROGRESS: at 30.57% examples, 732128 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:10,130 : INFO : EPOCH 14 - PROGRESS: at 30.93% examples, 732159 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:11,141 : INFO : EPOCH 14 - PROGRESS: at 31.27% examples, 732203 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:12,148 : INFO : EPOCH 14 - PROGRESS: at 31.64% examples, 732176 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:13,157 : INFO : EPOCH 14 - PROGRESS: at 32.01% examples, 732139 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:14,166 : INFO : EPOCH 14 - PROGRESS: at 32.41% examples, 732125 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:15,171 : INFO : EPOCH 14 - PROGRESS: at 32.77% examples, 732053 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:16,180 : INFO : EPOCH 14 - PROGRESS: at 33.12% examples, 732128 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:17,186 : INFO : EPOCH 14 - PROGRESS: at 33.48% examples, 732134 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:18,200 : INFO : EPOCH 14 - PROGRESS: at 33.85% examples, 732083 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:19,214 : INFO : EPOCH 14 - PROGRESS: at 34.19% examples, 732150 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:20,222 : INFO : EPOCH 14 - PROGRESS: at 34.56% examples, 732187 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:21,223 : INFO : EPOCH 14 - PROGRESS: at 34.92% examples, 732156 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:22,226 : INFO : EPOCH 14 - PROGRESS: at 35.27% examples, 732193 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:23,231 : INFO : EPOCH 14 - PROGRESS: at 35.63% examples, 732154 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:24,234 : INFO : EPOCH 14 - PROGRESS: at 35.97% examples, 732158 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:25,235 : INFO : EPOCH 14 - PROGRESS: at 36.32% examples, 732166 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:26,252 : INFO : EPOCH 14 - PROGRESS: at 36.73% examples, 732105 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:27,261 : INFO : EPOCH 14 - PROGRESS: at 37.07% examples, 732082 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:28,268 : INFO : EPOCH 14 - PROGRESS: at 37.43% examples, 732179 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:29,279 : INFO : EPOCH 14 - PROGRESS: at 37.78% examples, 732152 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:30,281 : INFO : EPOCH 14 - PROGRESS: at 38.14% examples, 732242 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:31,291 : INFO : EPOCH 14 - PROGRESS: at 38.49% examples, 732337 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:29:32,292 : INFO : EPOCH 14 - PROGRESS: at 38.85% examples, 732376 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:33,296 : INFO : EPOCH 14 - PROGRESS: at 39.20% examples, 732402 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:34,300 : INFO : EPOCH 14 - PROGRESS: at 39.57% examples, 732235 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:35,312 : INFO : EPOCH 14 - PROGRESS: at 39.87% examples, 731662 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:36,333 : INFO : EPOCH 14 - PROGRESS: at 40.21% examples, 730972 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:37,365 : INFO : EPOCH 14 - PROGRESS: at 40.55% examples, 730338 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:29:38,390 : INFO : EPOCH 14 - PROGRESS: at 40.86% examples, 729763 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:29:39,396 : INFO : EPOCH 14 - PROGRESS: at 41.18% examples, 729252 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:40,405 : INFO : EPOCH 14 - PROGRESS: at 41.52% examples, 728587 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:41,426 : INFO : EPOCH 14 - PROGRESS: at 41.85% examples, 728107 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:42,444 : INFO : EPOCH 14 - PROGRESS: at 42.19% examples, 727624 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:43,469 : INFO : EPOCH 14 - PROGRESS: at 42.52% examples, 727037 words/s, in_qsize 8, out_qsize 1
2020-07-24 03:29:44,473 : INFO : EPOCH 14 - PROGRESS: at 42.86% examples, 726631 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:45,480 : INFO : EPOCH 14 - PROGRESS: at 43.19% examples, 726060 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:46,488 : INFO : EPOCH 14 - PROGRESS: at 43.52% examples, 725556 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:47,489 : INFO : EPOCH 14 - PROGRESS: at 43.86% examples, 725063 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:48,491 : INFO : EPOCH 14 - PROGRESS: at 44.16% examples, 724550 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:49,507 : INFO : EPOCH 14 - PROGRESS: at 44.49% examples, 723973 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:50,512 : INFO : EPOCH 14 - PROGRESS: at 44.82% examples, 723522 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:51,525 : INFO : EPOCH 14 - PROGRESS: at 45.15% examples, 723039 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:52,529 : INFO : EPOCH 14 - PROGRESS: at 45.46% examples, 722573 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:53,549 : INFO : EPOCH 14 - PROGRESS: at 45.77% examples, 722099 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:54,553 : INFO : EPOCH 14 - PROGRESS: at 46.09% examples, 721654 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:55,562 : INFO : EPOCH 14 - PROGRESS: at 46.43% examples, 721310 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:56,565 : INFO : EPOCH 14 - PROGRESS: at 46.76% examples, 720886 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:57,569 : INFO : EPOCH 14 - PROGRESS: at 47.06% examples, 720370 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:58,569 : INFO : EPOCH 14 - PROGRESS: at 47.39% examples, 719842 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:29:59,569 : INFO : EPOCH 14 - PROGRESS: at 47.71% examples, 719560 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:00,576 : INFO : EPOCH 14 - PROGRESS: at 48.04% examples, 719140 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:01,597 : INFO : EPOCH 14 - PROGRESS: at 48.33% examples, 718749 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:02,610 : INFO : EPOCH 14 - PROGRESS: at 48.67% examples, 718289 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:03,621 : INFO : EPOCH 14 - PROGRESS: at 48.98% examples, 717943 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:30:04,632 : INFO : EPOCH 14 - PROGRESS: at 49.29% examples, 717614 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:30:05,646 : INFO : EPOCH 14 - PROGRESS: at 49.61% examples, 717243 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:06,660 : INFO : EPOCH 14 - PROGRESS: at 49.95% examples, 716878 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:07,662 : INFO : EPOCH 14 - PROGRESS: at 50.27% examples, 716523 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:08,667 : INFO : EPOCH 14 - PROGRESS: at 50.60% examples, 716144 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:09,677 : INFO : EPOCH 14 - PROGRESS: at 50.92% examples, 715827 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:10,679 : INFO : EPOCH 14 - PROGRESS: at 51.23% examples, 715499 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:11,679 : INFO : EPOCH 14 - PROGRESS: at 51.57% examples, 715220 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:12,680 : INFO : EPOCH 14 - PROGRESS: at 51.86% examples, 714887 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:13,696 : INFO : EPOCH 14 - PROGRESS: at 52.18% examples, 714522 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:14,701 : INFO : EPOCH 14 - PROGRESS: at 52.51% examples, 714195 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:15,724 : INFO : EPOCH 14 - PROGRESS: at 52.83% examples, 713800 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:16,725 : INFO : EPOCH 14 - PROGRESS: at 53.16% examples, 713504 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:17,736 : INFO : EPOCH 14 - PROGRESS: at 53.48% examples, 713216 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:18,747 : INFO : EPOCH 14 - PROGRESS: at 53.77% examples, 712813 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:30:19,756 : INFO : EPOCH 14 - PROGRESS: at 54.08% examples, 712261 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:20,758 : INFO : EPOCH 14 - PROGRESS: at 54.39% examples, 711730 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:21,784 : INFO : EPOCH 14 - PROGRESS: at 54.70% examples, 710851 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:22,788 : INFO : EPOCH 14 - PROGRESS: at 55.00% examples, 710356 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:23,796 : INFO : EPOCH 14 - PROGRESS: at 55.34% examples, 710379 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:24,797 : INFO : EPOCH 14 - PROGRESS: at 55.69% examples, 710459 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:25,807 : INFO : EPOCH 14 - PROGRESS: at 56.05% examples, 710641 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:26,820 : INFO : EPOCH 14 - PROGRESS: at 56.41% examples, 710807 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:27,824 : INFO : EPOCH 14 - PROGRESS: at 56.76% examples, 710924 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:28,825 : INFO : EPOCH 14 - PROGRESS: at 57.13% examples, 711045 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:29,829 : INFO : EPOCH 14 - PROGRESS: at 57.50% examples, 711098 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:30,840 : INFO : EPOCH 14 - PROGRESS: at 57.86% examples, 711242 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:31,851 : INFO : EPOCH 14 - PROGRESS: at 58.23% examples, 711378 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:30:32,856 : INFO : EPOCH 14 - PROGRESS: at 58.61% examples, 711507 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:33,868 : INFO : EPOCH 14 - PROGRESS: at 58.95% examples, 711616 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:34,874 : INFO : EPOCH 14 - PROGRESS: at 59.34% examples, 711672 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:35,892 : INFO : EPOCH 14 - PROGRESS: at 59.72% examples, 711709 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:36,894 : INFO : EPOCH 14 - PROGRESS: at 60.07% examples, 711908 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:37,894 : INFO : EPOCH 14 - PROGRESS: at 60.43% examples, 712067 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:38,909 : INFO : EPOCH 14 - PROGRESS: at 60.78% examples, 712216 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:39,917 : INFO : EPOCH 14 - PROGRESS: at 61.15% examples, 712339 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:40,921 : INFO : EPOCH 14 - PROGRESS: at 61.48% examples, 712465 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:41,937 : INFO : EPOCH 14 - PROGRESS: at 61.85% examples, 712550 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:42,940 : INFO : EPOCH 14 - PROGRESS: at 62.20% examples, 712652 words/s, in_qsize 8, out_qsize 1
2020-07-24 03:30:43,942 : INFO : EPOCH 14 - PROGRESS: at 62.54% examples, 712845 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:44,942 : INFO : EPOCH 14 - PROGRESS: at 62.89% examples, 712946 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:45,944 : INFO : EPOCH 14 - PROGRESS: at 63.25% examples, 713042 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:46,962 : INFO : EPOCH 14 - PROGRESS: at 63.61% examples, 713128 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:47,965 : INFO : EPOCH 14 - PROGRESS: at 63.96% examples, 713209 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:30:48,972 : INFO : EPOCH 14 - PROGRESS: at 64.31% examples, 713339 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:49,973 : INFO : EPOCH 14 - PROGRESS: at 64.66% examples, 713447 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:50,973 : INFO : EPOCH 14 - PROGRESS: at 64.98% examples, 713592 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:51,991 : INFO : EPOCH 14 - PROGRESS: at 65.36% examples, 713682 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:53,003 : INFO : EPOCH 14 - PROGRESS: at 65.72% examples, 713806 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:54,008 : INFO : EPOCH 14 - PROGRESS: at 66.10% examples, 713892 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:55,016 : INFO : EPOCH 14 - PROGRESS: at 66.43% examples, 714021 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:56,023 : INFO : EPOCH 14 - PROGRESS: at 66.79% examples, 714088 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:57,027 : INFO : EPOCH 14 - PROGRESS: at 67.15% examples, 714221 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:30:58,030 : INFO : EPOCH 14 - PROGRESS: at 67.52% examples, 714285 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:30:59,035 : INFO : EPOCH 14 - PROGRESS: at 67.89% examples, 714389 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:00,044 : INFO : EPOCH 14 - PROGRESS: at 68.24% examples, 714509 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:01,060 : INFO : EPOCH 14 - PROGRESS: at 68.59% examples, 714617 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:02,069 : INFO : EPOCH 14 - PROGRESS: at 68.97% examples, 714705 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:31:03,079 : INFO : EPOCH 14 - PROGRESS: at 69.32% examples, 714803 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:04,099 : INFO : EPOCH 14 - PROGRESS: at 69.66% examples, 714910 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:31:05,106 : INFO : EPOCH 14 - PROGRESS: at 70.03% examples, 715052 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:06,110 : INFO : EPOCH 14 - PROGRESS: at 70.39% examples, 715077 words/s, in_qsize 8, out_qsize 1
2020-07-24 03:31:07,110 : INFO : EPOCH 14 - PROGRESS: at 70.78% examples, 715124 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:08,118 : INFO : EPOCH 14 - PROGRESS: at 71.13% examples, 715201 words/s, in_qsize 7, out_qsize 0
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2020-07-24 03:31:10,120 : INFO : EPOCH 14 - PROGRESS: at 71.80% examples, 715402 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:11,121 : INFO : EPOCH 14 - PROGRESS: at 72.14% examples, 715494 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:12,124 : INFO : EPOCH 14 - PROGRESS: at 72.51% examples, 715583 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:13,124 : INFO : EPOCH 14 - PROGRESS: at 72.86% examples, 715726 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:31:14,135 : INFO : EPOCH 14 - PROGRESS: at 73.22% examples, 715797 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:15,140 : INFO : EPOCH 14 - PROGRESS: at 73.59% examples, 715894 words/s, in_qsize 7, out_qsize 0
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2020-07-24 03:31:17,159 : INFO : EPOCH 14 - PROGRESS: at 74.29% examples, 716053 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:18,177 : INFO : EPOCH 14 - PROGRESS: at 74.64% examples, 716102 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:19,193 : INFO : EPOCH 14 - PROGRESS: at 75.02% examples, 716186 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:20,194 : INFO : EPOCH 14 - PROGRESS: at 75.34% examples, 716332 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:21,198 : INFO : EPOCH 14 - PROGRESS: at 75.69% examples, 716366 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:31:22,199 : INFO : EPOCH 14 - PROGRESS: at 76.05% examples, 716492 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:23,199 : INFO : EPOCH 14 - PROGRESS: at 76.41% examples, 716531 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:31:24,208 : INFO : EPOCH 14 - PROGRESS: at 76.76% examples, 716578 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:31:25,218 : INFO : EPOCH 14 - PROGRESS: at 77.12% examples, 716633 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:31:26,229 : INFO : EPOCH 14 - PROGRESS: at 77.47% examples, 716655 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:27,236 : INFO : EPOCH 14 - PROGRESS: at 77.81% examples, 716756 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:28,243 : INFO : EPOCH 14 - PROGRESS: at 78.18% examples, 716797 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:29,247 : INFO : EPOCH 14 - PROGRESS: at 78.52% examples, 716857 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:30,262 : INFO : EPOCH 14 - PROGRESS: at 78.89% examples, 716887 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:31,279 : INFO : EPOCH 14 - PROGRESS: at 79.25% examples, 716930 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:32,291 : INFO : EPOCH 14 - PROGRESS: at 79.62% examples, 717011 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:33,292 : INFO : EPOCH 14 - PROGRESS: at 79.98% examples, 717114 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:34,306 : INFO : EPOCH 14 - PROGRESS: at 80.34% examples, 717176 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:35,320 : INFO : EPOCH 14 - PROGRESS: at 80.66% examples, 717228 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:36,321 : INFO : EPOCH 14 - PROGRESS: at 81.03% examples, 717339 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:31:37,322 : INFO : EPOCH 14 - PROGRESS: at 81.43% examples, 717346 words/s, in_qsize 7, out_qsize 0
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2020-07-24 03:31:40,356 : INFO : EPOCH 14 - PROGRESS: at 82.51% examples, 717535 words/s, in_qsize 7, out_qsize 0
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2020-07-24 03:32:00,514 : INFO : EPOCH 14 - PROGRESS: at 89.18% examples, 715455 words/s, in_qsize 7, out_qsize 0
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2020-07-24 03:32:09,576 : INFO : EPOCH 14 - PROGRESS: at 92.12% examples, 713722 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:10,583 : INFO : EPOCH 14 - PROGRESS: at 92.44% examples, 713539 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:11,592 : INFO : EPOCH 14 - PROGRESS: at 92.74% examples, 713382 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:12,614 : INFO : EPOCH 14 - PROGRESS: at 93.07% examples, 713192 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:13,626 : INFO : EPOCH 14 - PROGRESS: at 93.43% examples, 713009 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:14,628 : INFO : EPOCH 14 - PROGRESS: at 93.75% examples, 712826 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:15,642 : INFO : EPOCH 14 - PROGRESS: at 94.10% examples, 712654 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:16,645 : INFO : EPOCH 14 - PROGRESS: at 94.39% examples, 712498 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:32:17,660 : INFO : EPOCH 14 - PROGRESS: at 94.72% examples, 712325 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:18,664 : INFO : EPOCH 14 - PROGRESS: at 95.05% examples, 712180 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:19,692 : INFO : EPOCH 14 - PROGRESS: at 95.38% examples, 712019 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:20,693 : INFO : EPOCH 14 - PROGRESS: at 95.70% examples, 711870 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:21,702 : INFO : EPOCH 14 - PROGRESS: at 96.02% examples, 711697 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:32:22,711 : INFO : EPOCH 14 - PROGRESS: at 96.33% examples, 711546 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:23,729 : INFO : EPOCH 14 - PROGRESS: at 96.67% examples, 711355 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:32:24,737 : INFO : EPOCH 14 - PROGRESS: at 97.00% examples, 711221 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:25,737 : INFO : EPOCH 14 - PROGRESS: at 97.32% examples, 711027 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:26,742 : INFO : EPOCH 14 - PROGRESS: at 97.66% examples, 710865 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:32:27,750 : INFO : EPOCH 14 - PROGRESS: at 97.97% examples, 710701 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:28,757 : INFO : EPOCH 14 - PROGRESS: at 98.30% examples, 710519 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:29,761 : INFO : EPOCH 14 - PROGRESS: at 98.64% examples, 710347 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:30,776 : INFO : EPOCH 14 - PROGRESS: at 98.99% examples, 710173 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:31,789 : INFO : EPOCH 14 - PROGRESS: at 99.30% examples, 709988 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:32,793 : INFO : EPOCH 14 - PROGRESS: at 99.61% examples, 709870 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:32:33,805 : INFO : EPOCH 14 - PROGRESS: at 99.91% examples, 709736 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:34,065 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 03:32:34,071 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 03:32:34,079 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 03:32:34,084 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 03:32:34,085 : INFO : EPOCH - 14 : training on 265612569 raw words (206848440 effective words) took 291.5s, 709712 effective words/s
2020-07-24 03:32:35,110 : INFO : EPOCH 15 - PROGRESS: at 0.31% examples, 644849 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:36,116 : INFO : EPOCH 15 - PROGRESS: at 0.65% examples, 650824 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:37,120 : INFO : EPOCH 15 - PROGRESS: at 0.95% examples, 657300 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:38,127 : INFO : EPOCH 15 - PROGRESS: at 1.27% examples, 659333 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:39,130 : INFO : EPOCH 15 - PROGRESS: at 1.60% examples, 659324 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:40,132 : INFO : EPOCH 15 - PROGRESS: at 1.93% examples, 660926 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:32:41,139 : INFO : EPOCH 15 - PROGRESS: at 2.24% examples, 661275 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:42,139 : INFO : EPOCH 15 - PROGRESS: at 2.53% examples, 663300 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:43,140 : INFO : EPOCH 15 - PROGRESS: at 2.86% examples, 663956 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:44,169 : INFO : EPOCH 15 - PROGRESS: at 3.17% examples, 663540 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:45,169 : INFO : EPOCH 15 - PROGRESS: at 3.50% examples, 664419 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:46,173 : INFO : EPOCH 15 - PROGRESS: at 3.83% examples, 664893 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:47,187 : INFO : EPOCH 15 - PROGRESS: at 4.13% examples, 664623 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:48,200 : INFO : EPOCH 15 - PROGRESS: at 4.45% examples, 664752 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:49,209 : INFO : EPOCH 15 - PROGRESS: at 4.78% examples, 664566 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:32:50,213 : INFO : EPOCH 15 - PROGRESS: at 5.11% examples, 664718 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:51,222 : INFO : EPOCH 15 - PROGRESS: at 5.45% examples, 664345 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:52,223 : INFO : EPOCH 15 - PROGRESS: at 5.76% examples, 664584 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:53,237 : INFO : EPOCH 15 - PROGRESS: at 6.09% examples, 664264 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:32:54,242 : INFO : EPOCH 15 - PROGRESS: at 6.40% examples, 665007 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:55,253 : INFO : EPOCH 15 - PROGRESS: at 6.72% examples, 664716 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:56,260 : INFO : EPOCH 15 - PROGRESS: at 7.04% examples, 664834 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:57,264 : INFO : EPOCH 15 - PROGRESS: at 7.36% examples, 664596 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:32:58,272 : INFO : EPOCH 15 - PROGRESS: at 7.68% examples, 665208 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:32:59,288 : INFO : EPOCH 15 - PROGRESS: at 7.96% examples, 663822 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:00,313 : INFO : EPOCH 15 - PROGRESS: at 8.26% examples, 662091 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:01,315 : INFO : EPOCH 15 - PROGRESS: at 8.59% examples, 660994 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:02,349 : INFO : EPOCH 15 - PROGRESS: at 8.87% examples, 657488 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:03,358 : INFO : EPOCH 15 - PROGRESS: at 9.24% examples, 659928 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:04,366 : INFO : EPOCH 15 - PROGRESS: at 9.62% examples, 662487 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:05,368 : INFO : EPOCH 15 - PROGRESS: at 9.94% examples, 664822 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:06,379 : INFO : EPOCH 15 - PROGRESS: at 10.31% examples, 666691 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:07,381 : INFO : EPOCH 15 - PROGRESS: at 10.69% examples, 668733 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:08,381 : INFO : EPOCH 15 - PROGRESS: at 11.03% examples, 670688 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:09,387 : INFO : EPOCH 15 - PROGRESS: at 11.40% examples, 672422 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:33:10,394 : INFO : EPOCH 15 - PROGRESS: at 11.76% examples, 673995 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:11,400 : INFO : EPOCH 15 - PROGRESS: at 12.12% examples, 675389 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:12,404 : INFO : EPOCH 15 - PROGRESS: at 12.49% examples, 676789 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:13,408 : INFO : EPOCH 15 - PROGRESS: at 12.83% examples, 677915 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:14,410 : INFO : EPOCH 15 - PROGRESS: at 13.19% examples, 679749 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:15,429 : INFO : EPOCH 15 - PROGRESS: at 13.55% examples, 681207 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:16,434 : INFO : EPOCH 15 - PROGRESS: at 13.91% examples, 682363 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:17,437 : INFO : EPOCH 15 - PROGRESS: at 14.28% examples, 683527 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:18,438 : INFO : EPOCH 15 - PROGRESS: at 14.63% examples, 684591 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:19,455 : INFO : EPOCH 15 - PROGRESS: at 14.99% examples, 685517 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:33:20,455 : INFO : EPOCH 15 - PROGRESS: at 15.33% examples, 686733 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:21,457 : INFO : EPOCH 15 - PROGRESS: at 15.69% examples, 687256 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:22,462 : INFO : EPOCH 15 - PROGRESS: at 16.05% examples, 688275 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:23,476 : INFO : EPOCH 15 - PROGRESS: at 16.41% examples, 689093 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:24,477 : INFO : EPOCH 15 - PROGRESS: at 16.77% examples, 690169 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:25,497 : INFO : EPOCH 15 - PROGRESS: at 17.12% examples, 690696 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:26,500 : INFO : EPOCH 15 - PROGRESS: at 17.45% examples, 691674 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:27,501 : INFO : EPOCH 15 - PROGRESS: at 17.82% examples, 692605 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:28,506 : INFO : EPOCH 15 - PROGRESS: at 18.17% examples, 693010 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:29,512 : INFO : EPOCH 15 - PROGRESS: at 18.55% examples, 693800 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:33:30,516 : INFO : EPOCH 15 - PROGRESS: at 18.90% examples, 694470 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:31,529 : INFO : EPOCH 15 - PROGRESS: at 19.24% examples, 695309 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:32,540 : INFO : EPOCH 15 - PROGRESS: at 19.61% examples, 695903 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:33,563 : INFO : EPOCH 15 - PROGRESS: at 19.98% examples, 696456 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:34,565 : INFO : EPOCH 15 - PROGRESS: at 20.32% examples, 697042 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:33:35,567 : INFO : EPOCH 15 - PROGRESS: at 20.67% examples, 697666 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:36,576 : INFO : EPOCH 15 - PROGRESS: at 21.00% examples, 698206 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:37,589 : INFO : EPOCH 15 - PROGRESS: at 21.36% examples, 698776 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:38,592 : INFO : EPOCH 15 - PROGRESS: at 21.73% examples, 699261 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:39,604 : INFO : EPOCH 15 - PROGRESS: at 22.09% examples, 699614 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:40,624 : INFO : EPOCH 15 - PROGRESS: at 22.44% examples, 700139 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:41,633 : INFO : EPOCH 15 - PROGRESS: at 22.80% examples, 700509 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:42,642 : INFO : EPOCH 15 - PROGRESS: at 23.15% examples, 701095 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:43,644 : INFO : EPOCH 15 - PROGRESS: at 23.52% examples, 701387 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:44,663 : INFO : EPOCH 15 - PROGRESS: at 23.89% examples, 701841 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:45,664 : INFO : EPOCH 15 - PROGRESS: at 24.26% examples, 702384 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:33:46,672 : INFO : EPOCH 15 - PROGRESS: at 24.64% examples, 702683 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:47,678 : INFO : EPOCH 15 - PROGRESS: at 24.98% examples, 702839 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:48,679 : INFO : EPOCH 15 - PROGRESS: at 25.36% examples, 703339 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:49,685 : INFO : EPOCH 15 - PROGRESS: at 25.70% examples, 703775 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:50,685 : INFO : EPOCH 15 - PROGRESS: at 26.03% examples, 704148 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:51,687 : INFO : EPOCH 15 - PROGRESS: at 26.39% examples, 704425 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:52,691 : INFO : EPOCH 15 - PROGRESS: at 26.75% examples, 704812 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:53,720 : INFO : EPOCH 15 - PROGRESS: at 27.13% examples, 705033 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:54,721 : INFO : EPOCH 15 - PROGRESS: at 27.47% examples, 705478 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:55,752 : INFO : EPOCH 15 - PROGRESS: at 27.82% examples, 705886 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:56,759 : INFO : EPOCH 15 - PROGRESS: at 28.20% examples, 706183 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:57,771 : INFO : EPOCH 15 - PROGRESS: at 28.53% examples, 706605 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:58,783 : INFO : EPOCH 15 - PROGRESS: at 28.90% examples, 706928 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:33:59,787 : INFO : EPOCH 15 - PROGRESS: at 29.25% examples, 707339 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:00,790 : INFO : EPOCH 15 - PROGRESS: at 29.60% examples, 707636 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:01,814 : INFO : EPOCH 15 - PROGRESS: at 29.96% examples, 707815 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:02,815 : INFO : EPOCH 15 - PROGRESS: at 30.34% examples, 708120 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:03,818 : INFO : EPOCH 15 - PROGRESS: at 30.67% examples, 708438 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:04,835 : INFO : EPOCH 15 - PROGRESS: at 31.04% examples, 708601 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:05,836 : INFO : EPOCH 15 - PROGRESS: at 31.39% examples, 709040 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:06,836 : INFO : EPOCH 15 - PROGRESS: at 31.77% examples, 709326 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:07,842 : INFO : EPOCH 15 - PROGRESS: at 32.15% examples, 709386 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:08,848 : INFO : EPOCH 15 - PROGRESS: at 32.53% examples, 709688 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:09,855 : INFO : EPOCH 15 - PROGRESS: at 32.88% examples, 709925 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:10,857 : INFO : EPOCH 15 - PROGRESS: at 33.23% examples, 710157 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:11,866 : INFO : EPOCH 15 - PROGRESS: at 33.59% examples, 710424 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:12,867 : INFO : EPOCH 15 - PROGRESS: at 33.96% examples, 710652 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:13,875 : INFO : EPOCH 15 - PROGRESS: at 34.30% examples, 710936 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:14,885 : INFO : EPOCH 15 - PROGRESS: at 34.67% examples, 711193 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:34:15,896 : INFO : EPOCH 15 - PROGRESS: at 35.02% examples, 711267 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:16,896 : INFO : EPOCH 15 - PROGRESS: at 35.37% examples, 711533 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:17,908 : INFO : EPOCH 15 - PROGRESS: at 35.73% examples, 711657 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:18,912 : INFO : EPOCH 15 - PROGRESS: at 36.08% examples, 711898 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:19,920 : INFO : EPOCH 15 - PROGRESS: at 36.45% examples, 711957 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:34:20,928 : INFO : EPOCH 15 - PROGRESS: at 36.84% examples, 712075 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:21,930 : INFO : EPOCH 15 - PROGRESS: at 37.17% examples, 712399 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:22,936 : INFO : EPOCH 15 - PROGRESS: at 37.52% examples, 712548 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:34:23,942 : INFO : EPOCH 15 - PROGRESS: at 37.88% examples, 712799 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:24,945 : INFO : EPOCH 15 - PROGRESS: at 38.24% examples, 713058 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:25,950 : INFO : EPOCH 15 - PROGRESS: at 38.59% examples, 713178 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:26,951 : INFO : EPOCH 15 - PROGRESS: at 38.94% examples, 713327 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:27,962 : INFO : EPOCH 15 - PROGRESS: at 39.29% examples, 713414 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:28,970 : INFO : EPOCH 15 - PROGRESS: at 39.66% examples, 713594 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:29,975 : INFO : EPOCH 15 - PROGRESS: at 40.01% examples, 713644 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:31,001 : INFO : EPOCH 15 - PROGRESS: at 40.38% examples, 713743 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:32,004 : INFO : EPOCH 15 - PROGRESS: at 40.71% examples, 713940 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:33,006 : INFO : EPOCH 15 - PROGRESS: at 41.07% examples, 714079 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:34,013 : INFO : EPOCH 15 - PROGRESS: at 41.44% examples, 714236 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:34:35,021 : INFO : EPOCH 15 - PROGRESS: at 41.80% examples, 714384 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:36,023 : INFO : EPOCH 15 - PROGRESS: at 42.17% examples, 714582 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:37,028 : INFO : EPOCH 15 - PROGRESS: at 42.52% examples, 714612 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:34:38,041 : INFO : EPOCH 15 - PROGRESS: at 42.89% examples, 714736 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:39,049 : INFO : EPOCH 15 - PROGRESS: at 43.26% examples, 714919 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:40,052 : INFO : EPOCH 15 - PROGRESS: at 43.63% examples, 715014 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:41,054 : INFO : EPOCH 15 - PROGRESS: at 43.97% examples, 715093 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:42,059 : INFO : EPOCH 15 - PROGRESS: at 44.34% examples, 715271 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:43,060 : INFO : EPOCH 15 - PROGRESS: at 44.69% examples, 715360 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:34:44,065 : INFO : EPOCH 15 - PROGRESS: at 45.04% examples, 715476 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:45,072 : INFO : EPOCH 15 - PROGRESS: at 45.41% examples, 715640 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:46,086 : INFO : EPOCH 15 - PROGRESS: at 45.75% examples, 715797 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:47,089 : INFO : EPOCH 15 - PROGRESS: at 46.10% examples, 715982 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:48,089 : INFO : EPOCH 15 - PROGRESS: at 46.47% examples, 716104 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:49,100 : INFO : EPOCH 15 - PROGRESS: at 46.81% examples, 716175 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:50,111 : INFO : EPOCH 15 - PROGRESS: at 47.16% examples, 716213 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:51,114 : INFO : EPOCH 15 - PROGRESS: at 47.53% examples, 716285 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:52,125 : INFO : EPOCH 15 - PROGRESS: at 47.88% examples, 716420 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:53,130 : INFO : EPOCH 15 - PROGRESS: at 48.23% examples, 716544 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:54,136 : INFO : EPOCH 15 - PROGRESS: at 48.58% examples, 716703 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:55,152 : INFO : EPOCH 15 - PROGRESS: at 48.94% examples, 716779 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:56,159 : INFO : EPOCH 15 - PROGRESS: at 49.28% examples, 716996 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:34:57,175 : INFO : EPOCH 15 - PROGRESS: at 49.63% examples, 717087 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:34:58,176 : INFO : EPOCH 15 - PROGRESS: at 49.99% examples, 717236 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:34:59,177 : INFO : EPOCH 15 - PROGRESS: at 50.34% examples, 717292 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:00,180 : INFO : EPOCH 15 - PROGRESS: at 50.70% examples, 717371 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:01,184 : INFO : EPOCH 15 - PROGRESS: at 51.05% examples, 717506 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:02,194 : INFO : EPOCH 15 - PROGRESS: at 51.41% examples, 717737 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:03,196 : INFO : EPOCH 15 - PROGRESS: at 51.76% examples, 717846 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:04,206 : INFO : EPOCH 15 - PROGRESS: at 52.10% examples, 717880 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:05,208 : INFO : EPOCH 15 - PROGRESS: at 52.45% examples, 717985 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:06,226 : INFO : EPOCH 15 - PROGRESS: at 52.80% examples, 718009 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:07,240 : INFO : EPOCH 15 - PROGRESS: at 53.18% examples, 718086 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:08,241 : INFO : EPOCH 15 - PROGRESS: at 53.52% examples, 718218 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:35:09,249 : INFO : EPOCH 15 - PROGRESS: at 53.85% examples, 718268 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:10,261 : INFO : EPOCH 15 - PROGRESS: at 54.23% examples, 718376 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:11,263 : INFO : EPOCH 15 - PROGRESS: at 54.58% examples, 718431 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:12,265 : INFO : EPOCH 15 - PROGRESS: at 54.94% examples, 718543 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:35:13,269 : INFO : EPOCH 15 - PROGRESS: at 55.30% examples, 718591 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:14,283 : INFO : EPOCH 15 - PROGRESS: at 55.65% examples, 718638 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:15,293 : INFO : EPOCH 15 - PROGRESS: at 56.00% examples, 718743 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:16,294 : INFO : EPOCH 15 - PROGRESS: at 56.36% examples, 718876 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:17,303 : INFO : EPOCH 15 - PROGRESS: at 56.71% examples, 718944 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:18,311 : INFO : EPOCH 15 - PROGRESS: at 57.08% examples, 719032 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:19,323 : INFO : EPOCH 15 - PROGRESS: at 57.46% examples, 719005 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:20,336 : INFO : EPOCH 15 - PROGRESS: at 57.81% examples, 719124 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:21,337 : INFO : EPOCH 15 - PROGRESS: at 58.19% examples, 719184 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:22,338 : INFO : EPOCH 15 - PROGRESS: at 58.55% examples, 719285 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:35:23,345 : INFO : EPOCH 15 - PROGRESS: at 58.89% examples, 719337 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:35:24,347 : INFO : EPOCH 15 - PROGRESS: at 59.28% examples, 719370 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:35:25,352 : INFO : EPOCH 15 - PROGRESS: at 59.67% examples, 719430 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:26,371 : INFO : EPOCH 15 - PROGRESS: at 60.02% examples, 719479 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:27,374 : INFO : EPOCH 15 - PROGRESS: at 60.38% examples, 719542 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:28,384 : INFO : EPOCH 15 - PROGRESS: at 60.72% examples, 719613 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:29,391 : INFO : EPOCH 15 - PROGRESS: at 61.08% examples, 719667 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:30,391 : INFO : EPOCH 15 - PROGRESS: at 61.44% examples, 719736 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:31,397 : INFO : EPOCH 15 - PROGRESS: at 61.79% examples, 719805 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:35:32,401 : INFO : EPOCH 15 - PROGRESS: at 62.14% examples, 719918 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:33,403 : INFO : EPOCH 15 - PROGRESS: at 62.48% examples, 720023 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:34,413 : INFO : EPOCH 15 - PROGRESS: at 62.82% examples, 720051 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:35,419 : INFO : EPOCH 15 - PROGRESS: at 63.20% examples, 720114 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:36,425 : INFO : EPOCH 15 - PROGRESS: at 63.55% examples, 720193 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:37,426 : INFO : EPOCH 15 - PROGRESS: at 63.90% examples, 720234 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:38,436 : INFO : EPOCH 15 - PROGRESS: at 64.24% examples, 720266 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:39,452 : INFO : EPOCH 15 - PROGRESS: at 64.59% examples, 720092 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:35:40,454 : INFO : EPOCH 15 - PROGRESS: at 64.89% examples, 720046 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:41,464 : INFO : EPOCH 15 - PROGRESS: at 65.21% examples, 719745 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:42,470 : INFO : EPOCH 15 - PROGRESS: at 65.52% examples, 719244 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:43,477 : INFO : EPOCH 15 - PROGRESS: at 65.89% examples, 719251 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:44,482 : INFO : EPOCH 15 - PROGRESS: at 66.25% examples, 719331 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:45,486 : INFO : EPOCH 15 - PROGRESS: at 66.60% examples, 719422 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:46,487 : INFO : EPOCH 15 - PROGRESS: at 66.94% examples, 719417 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:35:47,497 : INFO : EPOCH 15 - PROGRESS: at 67.31% examples, 719548 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:48,498 : INFO : EPOCH 15 - PROGRESS: at 67.69% examples, 719569 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:49,499 : INFO : EPOCH 15 - PROGRESS: at 68.04% examples, 719658 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:50,503 : INFO : EPOCH 15 - PROGRESS: at 68.40% examples, 719699 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:51,513 : INFO : EPOCH 15 - PROGRESS: at 68.74% examples, 719829 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:52,528 : INFO : EPOCH 15 - PROGRESS: at 69.12% examples, 719913 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:35:53,533 : INFO : EPOCH 15 - PROGRESS: at 69.48% examples, 719968 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:54,537 : INFO : EPOCH 15 - PROGRESS: at 69.82% examples, 720052 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:35:55,545 : INFO : EPOCH 15 - PROGRESS: at 70.18% examples, 720131 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:56,545 : INFO : EPOCH 15 - PROGRESS: at 70.57% examples, 720139 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:57,563 : INFO : EPOCH 15 - PROGRESS: at 70.92% examples, 720196 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:58,563 : INFO : EPOCH 15 - PROGRESS: at 71.26% examples, 720285 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:35:59,572 : INFO : EPOCH 15 - PROGRESS: at 71.59% examples, 720312 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:00,593 : INFO : EPOCH 15 - PROGRESS: at 71.95% examples, 720393 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:01,593 : INFO : EPOCH 15 - PROGRESS: at 72.31% examples, 720462 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:02,608 : INFO : EPOCH 15 - PROGRESS: at 72.67% examples, 720548 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:03,620 : INFO : EPOCH 15 - PROGRESS: at 73.03% examples, 720598 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:04,634 : INFO : EPOCH 15 - PROGRESS: at 73.40% examples, 720648 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:05,636 : INFO : EPOCH 15 - PROGRESS: at 73.75% examples, 720662 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:06,645 : INFO : EPOCH 15 - PROGRESS: at 74.10% examples, 720768 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:36:07,650 : INFO : EPOCH 15 - PROGRESS: at 74.45% examples, 720849 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:08,652 : INFO : EPOCH 15 - PROGRESS: at 74.80% examples, 720878 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:09,664 : INFO : EPOCH 15 - PROGRESS: at 75.16% examples, 720959 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:10,668 : INFO : EPOCH 15 - PROGRESS: at 75.49% examples, 721042 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:11,671 : INFO : EPOCH 15 - PROGRESS: at 75.84% examples, 721044 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:12,688 : INFO : EPOCH 15 - PROGRESS: at 76.21% examples, 721106 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:13,702 : INFO : EPOCH 15 - PROGRESS: at 76.58% examples, 721164 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:14,703 : INFO : EPOCH 15 - PROGRESS: at 76.93% examples, 721243 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:36:15,715 : INFO : EPOCH 15 - PROGRESS: at 77.28% examples, 721263 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:16,726 : INFO : EPOCH 15 - PROGRESS: at 77.63% examples, 721301 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:17,735 : INFO : EPOCH 15 - PROGRESS: at 77.98% examples, 721349 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:18,740 : INFO : EPOCH 15 - PROGRESS: at 78.34% examples, 721396 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:19,743 : INFO : EPOCH 15 - PROGRESS: at 78.69% examples, 721432 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:20,760 : INFO : EPOCH 15 - PROGRESS: at 79.06% examples, 721406 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:21,767 : INFO : EPOCH 15 - PROGRESS: at 79.43% examples, 721457 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:22,771 : INFO : EPOCH 15 - PROGRESS: at 79.78% examples, 721544 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:23,786 : INFO : EPOCH 15 - PROGRESS: at 80.14% examples, 721558 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:24,805 : INFO : EPOCH 15 - PROGRESS: at 80.48% examples, 721645 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:25,812 : INFO : EPOCH 15 - PROGRESS: at 80.82% examples, 721720 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:26,814 : INFO : EPOCH 15 - PROGRESS: at 81.22% examples, 721773 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:36:27,816 : INFO : EPOCH 15 - PROGRESS: at 81.61% examples, 721758 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:28,818 : INFO : EPOCH 15 - PROGRESS: at 81.94% examples, 721776 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:29,822 : INFO : EPOCH 15 - PROGRESS: at 82.28% examples, 721838 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:30,828 : INFO : EPOCH 15 - PROGRESS: at 82.66% examples, 721875 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:31,832 : INFO : EPOCH 15 - PROGRESS: at 83.03% examples, 721877 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:32,847 : INFO : EPOCH 15 - PROGRESS: at 83.37% examples, 721919 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:33,847 : INFO : EPOCH 15 - PROGRESS: at 83.76% examples, 721971 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:34,854 : INFO : EPOCH 15 - PROGRESS: at 84.13% examples, 721995 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:36:35,862 : INFO : EPOCH 15 - PROGRESS: at 84.50% examples, 722023 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:36,863 : INFO : EPOCH 15 - PROGRESS: at 84.84% examples, 722020 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:37,864 : INFO : EPOCH 15 - PROGRESS: at 85.19% examples, 722072 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:38,866 : INFO : EPOCH 15 - PROGRESS: at 85.51% examples, 722178 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:39,874 : INFO : EPOCH 15 - PROGRESS: at 85.86% examples, 722197 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:40,880 : INFO : EPOCH 15 - PROGRESS: at 86.19% examples, 722256 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:41,880 : INFO : EPOCH 15 - PROGRESS: at 86.54% examples, 722315 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:42,895 : INFO : EPOCH 15 - PROGRESS: at 86.89% examples, 722358 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:43,899 : INFO : EPOCH 15 - PROGRESS: at 87.26% examples, 722406 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:44,916 : INFO : EPOCH 15 - PROGRESS: at 87.61% examples, 722404 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:36:45,919 : INFO : EPOCH 15 - PROGRESS: at 87.98% examples, 722477 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:46,926 : INFO : EPOCH 15 - PROGRESS: at 88.33% examples, 722502 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:47,942 : INFO : EPOCH 15 - PROGRESS: at 88.68% examples, 722523 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:48,957 : INFO : EPOCH 15 - PROGRESS: at 89.01% examples, 722572 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:49,957 : INFO : EPOCH 15 - PROGRESS: at 89.38% examples, 722613 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:50,963 : INFO : EPOCH 15 - PROGRESS: at 89.70% examples, 722654 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:51,967 : INFO : EPOCH 15 - PROGRESS: at 90.08% examples, 722667 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:52,973 : INFO : EPOCH 15 - PROGRESS: at 90.46% examples, 722686 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:53,979 : INFO : EPOCH 15 - PROGRESS: at 90.82% examples, 722735 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:55,002 : INFO : EPOCH 15 - PROGRESS: at 91.17% examples, 722754 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:56,008 : INFO : EPOCH 15 - PROGRESS: at 91.51% examples, 722814 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:57,010 : INFO : EPOCH 15 - PROGRESS: at 91.89% examples, 722847 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:58,017 : INFO : EPOCH 15 - PROGRESS: at 92.24% examples, 722877 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:36:59,026 : INFO : EPOCH 15 - PROGRESS: at 92.58% examples, 722914 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:00,035 : INFO : EPOCH 15 - PROGRESS: at 92.92% examples, 722942 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:01,036 : INFO : EPOCH 15 - PROGRESS: at 93.31% examples, 722950 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:02,039 : INFO : EPOCH 15 - PROGRESS: at 93.68% examples, 722980 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:03,045 : INFO : EPOCH 15 - PROGRESS: at 94.04% examples, 723011 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:04,065 : INFO : EPOCH 15 - PROGRESS: at 94.37% examples, 723060 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:05,067 : INFO : EPOCH 15 - PROGRESS: at 94.75% examples, 723115 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:06,067 : INFO : EPOCH 15 - PROGRESS: at 95.11% examples, 723140 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:07,075 : INFO : EPOCH 15 - PROGRESS: at 95.46% examples, 723211 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:08,081 : INFO : EPOCH 15 - PROGRESS: at 95.81% examples, 723239 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:09,091 : INFO : EPOCH 15 - PROGRESS: at 96.17% examples, 723237 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:10,097 : INFO : EPOCH 15 - PROGRESS: at 96.51% examples, 723309 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:11,098 : INFO : EPOCH 15 - PROGRESS: at 96.86% examples, 723316 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:12,101 : INFO : EPOCH 15 - PROGRESS: at 97.22% examples, 723342 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:13,101 : INFO : EPOCH 15 - PROGRESS: at 97.59% examples, 723379 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:14,108 : INFO : EPOCH 15 - PROGRESS: at 97.95% examples, 723406 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:15,115 : INFO : EPOCH 15 - PROGRESS: at 98.30% examples, 723404 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:37:16,123 : INFO : EPOCH 15 - PROGRESS: at 98.68% examples, 723431 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:37:17,134 : INFO : EPOCH 15 - PROGRESS: at 99.06% examples, 723427 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:18,143 : INFO : EPOCH 15 - PROGRESS: at 99.41% examples, 723446 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:19,144 : INFO : EPOCH 15 - PROGRESS: at 99.74% examples, 723512 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:19,941 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 03:37:19,948 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 03:37:19,954 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 03:37:19,957 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 03:37:19,957 : INFO : EPOCH - 15 : training on 265612569 raw words (206845690 effective words) took 285.9s, 723568 effective words/s
2020-07-24 03:37:20,971 : INFO : EPOCH 16 - PROGRESS: at 0.34% examples, 717698 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:21,979 : INFO : EPOCH 16 - PROGRESS: at 0.71% examples, 722818 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:22,982 : INFO : EPOCH 16 - PROGRESS: at 1.05% examples, 725781 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:24,011 : INFO : EPOCH 16 - PROGRESS: at 1.39% examples, 725419 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:25,015 : INFO : EPOCH 16 - PROGRESS: at 1.77% examples, 727159 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:26,017 : INFO : EPOCH 16 - PROGRESS: at 2.11% examples, 728633 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:27,023 : INFO : EPOCH 16 - PROGRESS: at 2.46% examples, 730709 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:37:28,051 : INFO : EPOCH 16 - PROGRESS: at 2.81% examples, 730784 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:29,053 : INFO : EPOCH 16 - PROGRESS: at 3.16% examples, 731956 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:30,055 : INFO : EPOCH 16 - PROGRESS: at 3.51% examples, 731905 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:31,059 : INFO : EPOCH 16 - PROGRESS: at 3.87% examples, 731409 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:37:32,078 : INFO : EPOCH 16 - PROGRESS: at 4.21% examples, 731264 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:33,085 : INFO : EPOCH 16 - PROGRESS: at 4.55% examples, 731431 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:34,091 : INFO : EPOCH 16 - PROGRESS: at 4.92% examples, 730953 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:35,105 : INFO : EPOCH 16 - PROGRESS: at 5.28% examples, 731121 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:36,105 : INFO : EPOCH 16 - PROGRESS: at 5.65% examples, 731450 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:37,108 : INFO : EPOCH 16 - PROGRESS: at 5.99% examples, 731074 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:37:38,115 : INFO : EPOCH 16 - PROGRESS: at 6.34% examples, 731363 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:37:39,123 : INFO : EPOCH 16 - PROGRESS: at 6.69% examples, 730753 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:40,124 : INFO : EPOCH 16 - PROGRESS: at 7.04% examples, 731262 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:41,127 : INFO : EPOCH 16 - PROGRESS: at 7.38% examples, 730976 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:42,135 : INFO : EPOCH 16 - PROGRESS: at 7.74% examples, 731199 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:37:43,136 : INFO : EPOCH 16 - PROGRESS: at 8.06% examples, 731433 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:44,141 : INFO : EPOCH 16 - PROGRESS: at 8.43% examples, 731504 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:45,145 : INFO : EPOCH 16 - PROGRESS: at 8.80% examples, 731522 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:46,146 : INFO : EPOCH 16 - PROGRESS: at 9.15% examples, 731172 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:47,160 : INFO : EPOCH 16 - PROGRESS: at 9.53% examples, 731240 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:48,161 : INFO : EPOCH 16 - PROGRESS: at 9.87% examples, 731779 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:49,162 : INFO : EPOCH 16 - PROGRESS: at 10.22% examples, 731611 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:50,182 : INFO : EPOCH 16 - PROGRESS: at 10.61% examples, 731593 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:51,182 : INFO : EPOCH 16 - PROGRESS: at 10.97% examples, 731920 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:52,187 : INFO : EPOCH 16 - PROGRESS: at 11.32% examples, 731903 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:53,201 : INFO : EPOCH 16 - PROGRESS: at 11.69% examples, 731922 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:54,205 : INFO : EPOCH 16 - PROGRESS: at 12.05% examples, 731700 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:55,216 : INFO : EPOCH 16 - PROGRESS: at 12.41% examples, 731795 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:56,225 : INFO : EPOCH 16 - PROGRESS: at 12.79% examples, 731674 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:57,232 : INFO : EPOCH 16 - PROGRESS: at 13.12% examples, 731876 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:58,243 : INFO : EPOCH 16 - PROGRESS: at 13.48% examples, 731876 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:37:59,260 : INFO : EPOCH 16 - PROGRESS: at 13.84% examples, 731772 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:00,268 : INFO : EPOCH 16 - PROGRESS: at 14.20% examples, 731639 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:01,270 : INFO : EPOCH 16 - PROGRESS: at 14.56% examples, 731764 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:02,273 : INFO : EPOCH 16 - PROGRESS: at 14.92% examples, 731667 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:03,289 : INFO : EPOCH 16 - PROGRESS: at 15.27% examples, 731759 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:04,300 : INFO : EPOCH 16 - PROGRESS: at 15.63% examples, 731709 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:05,309 : INFO : EPOCH 16 - PROGRESS: at 15.99% examples, 731801 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:06,315 : INFO : EPOCH 16 - PROGRESS: at 16.35% examples, 731609 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:38:07,320 : INFO : EPOCH 16 - PROGRESS: at 16.71% examples, 731685 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:38:08,335 : INFO : EPOCH 16 - PROGRESS: at 17.05% examples, 731494 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:38:09,344 : INFO : EPOCH 16 - PROGRESS: at 17.39% examples, 731735 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:10,346 : INFO : EPOCH 16 - PROGRESS: at 17.75% examples, 731893 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:11,346 : INFO : EPOCH 16 - PROGRESS: at 18.11% examples, 731928 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:12,379 : INFO : EPOCH 16 - PROGRESS: at 18.49% examples, 731626 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:13,383 : INFO : EPOCH 16 - PROGRESS: at 18.85% examples, 731692 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:38:14,401 : INFO : EPOCH 16 - PROGRESS: at 19.19% examples, 731953 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:15,415 : INFO : EPOCH 16 - PROGRESS: at 19.56% examples, 731972 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:16,420 : INFO : EPOCH 16 - PROGRESS: at 19.94% examples, 732136 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:17,427 : INFO : EPOCH 16 - PROGRESS: at 20.28% examples, 732038 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:18,428 : INFO : EPOCH 16 - PROGRESS: at 20.62% examples, 732050 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:19,433 : INFO : EPOCH 16 - PROGRESS: at 20.94% examples, 731501 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:20,435 : INFO : EPOCH 16 - PROGRESS: at 21.28% examples, 731005 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:21,448 : INFO : EPOCH 16 - PROGRESS: at 21.61% examples, 729748 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:22,456 : INFO : EPOCH 16 - PROGRESS: at 21.92% examples, 727863 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:23,459 : INFO : EPOCH 16 - PROGRESS: at 22.27% examples, 728017 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:24,462 : INFO : EPOCH 16 - PROGRESS: at 22.62% examples, 728146 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:25,473 : INFO : EPOCH 16 - PROGRESS: at 22.99% examples, 728186 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:26,484 : INFO : EPOCH 16 - PROGRESS: at 23.34% examples, 728076 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:27,498 : INFO : EPOCH 16 - PROGRESS: at 23.71% examples, 728081 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:28,506 : INFO : EPOCH 16 - PROGRESS: at 24.07% examples, 728119 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:29,507 : INFO : EPOCH 16 - PROGRESS: at 24.45% examples, 728248 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:38:30,512 : INFO : EPOCH 16 - PROGRESS: at 24.82% examples, 728296 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:31,531 : INFO : EPOCH 16 - PROGRESS: at 25.17% examples, 728290 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:32,533 : INFO : EPOCH 16 - PROGRESS: at 25.54% examples, 728429 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:33,535 : INFO : EPOCH 16 - PROGRESS: at 25.88% examples, 728520 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:34,535 : INFO : EPOCH 16 - PROGRESS: at 26.23% examples, 728714 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:35,542 : INFO : EPOCH 16 - PROGRESS: at 26.58% examples, 728642 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:36,544 : INFO : EPOCH 16 - PROGRESS: at 26.95% examples, 728807 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:37,554 : INFO : EPOCH 16 - PROGRESS: at 27.32% examples, 728808 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:38,564 : INFO : EPOCH 16 - PROGRESS: at 27.65% examples, 728974 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:39,566 : INFO : EPOCH 16 - PROGRESS: at 28.03% examples, 729053 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:40,572 : INFO : EPOCH 16 - PROGRESS: at 28.38% examples, 729119 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:41,582 : INFO : EPOCH 16 - PROGRESS: at 28.71% examples, 729227 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:42,588 : INFO : EPOCH 16 - PROGRESS: at 29.08% examples, 729228 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:43,589 : INFO : EPOCH 16 - PROGRESS: at 29.43% examples, 729291 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:44,603 : INFO : EPOCH 16 - PROGRESS: at 29.78% examples, 729449 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:45,616 : INFO : EPOCH 16 - PROGRESS: at 30.16% examples, 729452 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:46,619 : INFO : EPOCH 16 - PROGRESS: at 30.51% examples, 729532 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:47,624 : INFO : EPOCH 16 - PROGRESS: at 30.88% examples, 729534 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:48,624 : INFO : EPOCH 16 - PROGRESS: at 31.22% examples, 729597 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:49,638 : INFO : EPOCH 16 - PROGRESS: at 31.58% examples, 729627 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:50,656 : INFO : EPOCH 16 - PROGRESS: at 31.96% examples, 729655 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:51,658 : INFO : EPOCH 16 - PROGRESS: at 32.36% examples, 729676 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:52,670 : INFO : EPOCH 16 - PROGRESS: at 32.72% examples, 729700 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:53,671 : INFO : EPOCH 16 - PROGRESS: at 33.08% examples, 729839 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:54,677 : INFO : EPOCH 16 - PROGRESS: at 33.43% examples, 729887 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:38:55,678 : INFO : EPOCH 16 - PROGRESS: at 33.79% examples, 729987 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:38:56,696 : INFO : EPOCH 16 - PROGRESS: at 34.15% examples, 730138 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:38:57,700 : INFO : EPOCH 16 - PROGRESS: at 34.51% examples, 730152 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:58,702 : INFO : EPOCH 16 - PROGRESS: at 34.88% examples, 730142 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:38:59,709 : INFO : EPOCH 16 - PROGRESS: at 35.22% examples, 730161 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:00,711 : INFO : EPOCH 16 - PROGRESS: at 35.57% examples, 730095 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:01,726 : INFO : EPOCH 16 - PROGRESS: at 35.93% examples, 730146 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:02,750 : INFO : EPOCH 16 - PROGRESS: at 36.28% examples, 730105 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:39:03,759 : INFO : EPOCH 16 - PROGRESS: at 36.68% examples, 730124 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:04,761 : INFO : EPOCH 16 - PROGRESS: at 37.04% examples, 730116 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:05,767 : INFO : EPOCH 16 - PROGRESS: at 37.39% examples, 730240 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:06,775 : INFO : EPOCH 16 - PROGRESS: at 37.73% examples, 730202 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:07,786 : INFO : EPOCH 16 - PROGRESS: at 38.09% examples, 730310 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:08,796 : INFO : EPOCH 16 - PROGRESS: at 38.45% examples, 730504 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:09,819 : INFO : EPOCH 16 - PROGRESS: at 38.81% examples, 730494 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:10,823 : INFO : EPOCH 16 - PROGRESS: at 39.17% examples, 730580 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:11,825 : INFO : EPOCH 16 - PROGRESS: at 39.54% examples, 730600 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:12,834 : INFO : EPOCH 16 - PROGRESS: at 39.88% examples, 730570 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:13,845 : INFO : EPOCH 16 - PROGRESS: at 40.26% examples, 730563 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:14,847 : INFO : EPOCH 16 - PROGRESS: at 40.60% examples, 730642 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:15,853 : INFO : EPOCH 16 - PROGRESS: at 40.95% examples, 730709 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:16,858 : INFO : EPOCH 16 - PROGRESS: at 41.32% examples, 730701 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:17,872 : INFO : EPOCH 16 - PROGRESS: at 41.69% examples, 730614 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:18,879 : INFO : EPOCH 16 - PROGRESS: at 42.05% examples, 730615 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:19,888 : INFO : EPOCH 16 - PROGRESS: at 42.42% examples, 730706 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:20,902 : INFO : EPOCH 16 - PROGRESS: at 42.77% examples, 730669 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:21,904 : INFO : EPOCH 16 - PROGRESS: at 43.14% examples, 730726 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:39:22,919 : INFO : EPOCH 16 - PROGRESS: at 43.51% examples, 730765 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:23,922 : INFO : EPOCH 16 - PROGRESS: at 43.88% examples, 730800 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:24,926 : INFO : EPOCH 16 - PROGRESS: at 44.23% examples, 730749 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:25,927 : INFO : EPOCH 16 - PROGRESS: at 44.59% examples, 730750 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:26,928 : INFO : EPOCH 16 - PROGRESS: at 44.95% examples, 730806 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:27,940 : INFO : EPOCH 16 - PROGRESS: at 45.31% examples, 730843 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:28,961 : INFO : EPOCH 16 - PROGRESS: at 45.65% examples, 730858 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:29,967 : INFO : EPOCH 16 - PROGRESS: at 46.01% examples, 730988 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:30,979 : INFO : EPOCH 16 - PROGRESS: at 46.37% examples, 731000 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:31,987 : INFO : EPOCH 16 - PROGRESS: at 46.74% examples, 731000 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:39:32,994 : INFO : EPOCH 16 - PROGRESS: at 47.07% examples, 731075 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:34,001 : INFO : EPOCH 16 - PROGRESS: at 47.44% examples, 730943 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:35,003 : INFO : EPOCH 16 - PROGRESS: at 47.80% examples, 730986 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:36,016 : INFO : EPOCH 16 - PROGRESS: at 48.15% examples, 731011 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:37,019 : INFO : EPOCH 16 - PROGRESS: at 48.50% examples, 731035 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:38,023 : INFO : EPOCH 16 - PROGRESS: at 48.85% examples, 731036 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:39,029 : INFO : EPOCH 16 - PROGRESS: at 49.19% examples, 731110 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:40,033 : INFO : EPOCH 16 - PROGRESS: at 49.55% examples, 731155 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:41,046 : INFO : EPOCH 16 - PROGRESS: at 49.89% examples, 731157 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:42,054 : INFO : EPOCH 16 - PROGRESS: at 50.26% examples, 731228 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:39:43,057 : INFO : EPOCH 16 - PROGRESS: at 50.62% examples, 731215 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:44,058 : INFO : EPOCH 16 - PROGRESS: at 50.97% examples, 731221 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:45,076 : INFO : EPOCH 16 - PROGRESS: at 51.30% examples, 731284 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:46,086 : INFO : EPOCH 16 - PROGRESS: at 51.68% examples, 731331 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:47,096 : INFO : EPOCH 16 - PROGRESS: at 52.02% examples, 731133 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:48,116 : INFO : EPOCH 16 - PROGRESS: at 52.32% examples, 730719 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:49,118 : INFO : EPOCH 16 - PROGRESS: at 52.65% examples, 730259 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:50,125 : INFO : EPOCH 16 - PROGRESS: at 52.96% examples, 729774 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:51,141 : INFO : EPOCH 16 - PROGRESS: at 53.32% examples, 729375 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:52,142 : INFO : EPOCH 16 - PROGRESS: at 53.62% examples, 728991 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:53,151 : INFO : EPOCH 16 - PROGRESS: at 53.92% examples, 728522 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:54,152 : INFO : EPOCH 16 - PROGRESS: at 54.26% examples, 728103 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:55,165 : INFO : EPOCH 16 - PROGRESS: at 54.59% examples, 727689 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:56,178 : INFO : EPOCH 16 - PROGRESS: at 54.92% examples, 727332 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:39:57,199 : INFO : EPOCH 16 - PROGRESS: at 55.24% examples, 726892 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:39:58,215 : INFO : EPOCH 16 - PROGRESS: at 55.57% examples, 726483 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:39:59,222 : INFO : EPOCH 16 - PROGRESS: at 55.89% examples, 726077 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:00,225 : INFO : EPOCH 16 - PROGRESS: at 56.20% examples, 725697 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:40:01,229 : INFO : EPOCH 16 - PROGRESS: at 56.53% examples, 725309 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:40:02,237 : INFO : EPOCH 16 - PROGRESS: at 56.86% examples, 724914 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:03,248 : INFO : EPOCH 16 - PROGRESS: at 57.20% examples, 724526 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:04,258 : INFO : EPOCH 16 - PROGRESS: at 57.54% examples, 724206 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:05,261 : INFO : EPOCH 16 - PROGRESS: at 57.86% examples, 723820 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:06,264 : INFO : EPOCH 16 - PROGRESS: at 58.20% examples, 723463 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:07,271 : INFO : EPOCH 16 - PROGRESS: at 58.52% examples, 723091 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:08,272 : INFO : EPOCH 16 - PROGRESS: at 58.84% examples, 722711 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:09,276 : INFO : EPOCH 16 - PROGRESS: at 59.19% examples, 722340 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:10,279 : INFO : EPOCH 16 - PROGRESS: at 59.53% examples, 722051 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:11,286 : INFO : EPOCH 16 - PROGRESS: at 59.87% examples, 721709 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:12,288 : INFO : EPOCH 16 - PROGRESS: at 60.18% examples, 721419 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:13,295 : INFO : EPOCH 16 - PROGRESS: at 60.51% examples, 721054 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:14,300 : INFO : EPOCH 16 - PROGRESS: at 60.82% examples, 720772 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:15,303 : INFO : EPOCH 16 - PROGRESS: at 61.17% examples, 720488 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:16,315 : INFO : EPOCH 16 - PROGRESS: at 61.47% examples, 720143 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:40:17,333 : INFO : EPOCH 16 - PROGRESS: at 61.80% examples, 719769 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:40:18,344 : INFO : EPOCH 16 - PROGRESS: at 62.13% examples, 719522 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:19,362 : INFO : EPOCH 16 - PROGRESS: at 62.43% examples, 719215 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:20,369 : INFO : EPOCH 16 - PROGRESS: at 62.75% examples, 719003 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:21,386 : INFO : EPOCH 16 - PROGRESS: at 63.09% examples, 718603 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:22,394 : INFO : EPOCH 16 - PROGRESS: at 63.41% examples, 718335 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:23,402 : INFO : EPOCH 16 - PROGRESS: at 63.72% examples, 717954 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:24,410 : INFO : EPOCH 16 - PROGRESS: at 64.04% examples, 717649 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:25,425 : INFO : EPOCH 16 - PROGRESS: at 64.36% examples, 717426 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:26,449 : INFO : EPOCH 16 - PROGRESS: at 64.69% examples, 717156 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:40:27,458 : INFO : EPOCH 16 - PROGRESS: at 64.99% examples, 716944 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:28,459 : INFO : EPOCH 16 - PROGRESS: at 65.33% examples, 716674 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:29,471 : INFO : EPOCH 16 - PROGRESS: at 65.66% examples, 716384 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:40:30,473 : INFO : EPOCH 16 - PROGRESS: at 65.99% examples, 716134 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:31,476 : INFO : EPOCH 16 - PROGRESS: at 66.31% examples, 715888 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:40:32,483 : INFO : EPOCH 16 - PROGRESS: at 66.63% examples, 715663 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:40:33,508 : INFO : EPOCH 16 - PROGRESS: at 66.96% examples, 715358 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:34,521 : INFO : EPOCH 16 - PROGRESS: at 67.29% examples, 715161 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:35,521 : INFO : EPOCH 16 - PROGRESS: at 67.63% examples, 714886 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:36,524 : INFO : EPOCH 16 - PROGRESS: at 67.96% examples, 714644 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:40:37,531 : INFO : EPOCH 16 - PROGRESS: at 68.28% examples, 714452 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:38,539 : INFO : EPOCH 16 - PROGRESS: at 68.59% examples, 714232 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:39,539 : INFO : EPOCH 16 - PROGRESS: at 68.94% examples, 713980 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:40,552 : INFO : EPOCH 16 - PROGRESS: at 69.27% examples, 713735 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:41,557 : INFO : EPOCH 16 - PROGRESS: at 69.58% examples, 713515 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:42,560 : INFO : EPOCH 16 - PROGRESS: at 69.89% examples, 713343 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:43,567 : INFO : EPOCH 16 - PROGRESS: at 70.22% examples, 713055 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:44,576 : INFO : EPOCH 16 - PROGRESS: at 70.59% examples, 712802 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:45,601 : INFO : EPOCH 16 - PROGRESS: at 70.90% examples, 712529 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:46,607 : INFO : EPOCH 16 - PROGRESS: at 71.22% examples, 712283 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:47,614 : INFO : EPOCH 16 - PROGRESS: at 71.52% examples, 712130 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:48,619 : INFO : EPOCH 16 - PROGRESS: at 71.84% examples, 711940 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:49,623 : INFO : EPOCH 16 - PROGRESS: at 72.16% examples, 711666 words/s, in_qsize 8, out_qsize 2
2020-07-24 03:40:50,640 : INFO : EPOCH 16 - PROGRESS: at 72.50% examples, 711449 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:51,642 : INFO : EPOCH 16 - PROGRESS: at 72.81% examples, 711213 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:52,644 : INFO : EPOCH 16 - PROGRESS: at 73.12% examples, 711055 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:40:53,650 : INFO : EPOCH 16 - PROGRESS: at 73.47% examples, 710806 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:54,661 : INFO : EPOCH 16 - PROGRESS: at 73.80% examples, 710597 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:40:55,662 : INFO : EPOCH 16 - PROGRESS: at 74.11% examples, 710408 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:56,666 : INFO : EPOCH 16 - PROGRESS: at 74.43% examples, 710186 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:57,685 : INFO : EPOCH 16 - PROGRESS: at 74.75% examples, 709961 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:40:58,692 : INFO : EPOCH 16 - PROGRESS: at 75.07% examples, 709691 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:40:59,697 : INFO : EPOCH 16 - PROGRESS: at 75.35% examples, 709354 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:00,705 : INFO : EPOCH 16 - PROGRESS: at 75.65% examples, 709039 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:01,721 : INFO : EPOCH 16 - PROGRESS: at 75.94% examples, 708452 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:02,728 : INFO : EPOCH 16 - PROGRESS: at 76.26% examples, 708098 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:41:03,742 : INFO : EPOCH 16 - PROGRESS: at 76.63% examples, 708192 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:04,751 : INFO : EPOCH 16 - PROGRESS: at 76.97% examples, 708269 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:41:05,758 : INFO : EPOCH 16 - PROGRESS: at 77.34% examples, 708378 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:06,763 : INFO : EPOCH 16 - PROGRESS: at 77.66% examples, 708466 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:07,771 : INFO : EPOCH 16 - PROGRESS: at 78.02% examples, 708547 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:08,786 : INFO : EPOCH 16 - PROGRESS: at 78.37% examples, 708628 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:09,799 : INFO : EPOCH 16 - PROGRESS: at 78.73% examples, 708717 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:10,803 : INFO : EPOCH 16 - PROGRESS: at 79.11% examples, 708785 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:11,804 : INFO : EPOCH 16 - PROGRESS: at 79.47% examples, 708898 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:12,813 : INFO : EPOCH 16 - PROGRESS: at 79.82% examples, 708982 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:13,821 : INFO : EPOCH 16 - PROGRESS: at 80.18% examples, 709100 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:14,828 : INFO : EPOCH 16 - PROGRESS: at 80.52% examples, 709209 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:15,830 : INFO : EPOCH 16 - PROGRESS: at 80.85% examples, 709347 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:16,833 : INFO : EPOCH 16 - PROGRESS: at 81.26% examples, 709412 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:17,835 : INFO : EPOCH 16 - PROGRESS: at 81.63% examples, 709490 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:41:18,845 : INFO : EPOCH 16 - PROGRESS: at 81.98% examples, 709597 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:19,852 : INFO : EPOCH 16 - PROGRESS: at 82.33% examples, 709737 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:20,853 : INFO : EPOCH 16 - PROGRESS: at 82.71% examples, 709822 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:21,871 : INFO : EPOCH 16 - PROGRESS: at 83.08% examples, 709897 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:22,881 : INFO : EPOCH 16 - PROGRESS: at 83.43% examples, 710031 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:23,884 : INFO : EPOCH 16 - PROGRESS: at 83.81% examples, 710102 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:24,886 : INFO : EPOCH 16 - PROGRESS: at 84.18% examples, 710179 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:25,887 : INFO : EPOCH 16 - PROGRESS: at 84.53% examples, 710201 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:26,895 : INFO : EPOCH 16 - PROGRESS: at 84.90% examples, 710326 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:27,899 : INFO : EPOCH 16 - PROGRESS: at 85.24% examples, 710421 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:28,901 : INFO : EPOCH 16 - PROGRESS: at 85.55% examples, 710593 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:29,909 : INFO : EPOCH 16 - PROGRESS: at 85.91% examples, 710658 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:30,910 : INFO : EPOCH 16 - PROGRESS: at 86.24% examples, 710802 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:31,915 : INFO : EPOCH 16 - PROGRESS: at 86.59% examples, 710860 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:41:32,919 : INFO : EPOCH 16 - PROGRESS: at 86.94% examples, 710983 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:33,919 : INFO : EPOCH 16 - PROGRESS: at 87.30% examples, 711028 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:34,920 : INFO : EPOCH 16 - PROGRESS: at 87.65% examples, 711082 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:35,921 : INFO : EPOCH 16 - PROGRESS: at 88.02% examples, 711177 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:41:36,943 : INFO : EPOCH 16 - PROGRESS: at 88.38% examples, 711260 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:37,948 : INFO : EPOCH 16 - PROGRESS: at 88.74% examples, 711383 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:38,955 : INFO : EPOCH 16 - PROGRESS: at 89.05% examples, 711495 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:41:39,957 : INFO : EPOCH 16 - PROGRESS: at 89.41% examples, 711510 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:40,964 : INFO : EPOCH 16 - PROGRESS: at 89.75% examples, 711597 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:41,969 : INFO : EPOCH 16 - PROGRESS: at 90.13% examples, 711646 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:42,973 : INFO : EPOCH 16 - PROGRESS: at 90.51% examples, 711732 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:43,992 : INFO : EPOCH 16 - PROGRESS: at 90.87% examples, 711796 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:45,001 : INFO : EPOCH 16 - PROGRESS: at 91.21% examples, 711950 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:46,005 : INFO : EPOCH 16 - PROGRESS: at 91.56% examples, 712027 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:47,006 : INFO : EPOCH 16 - PROGRESS: at 91.93% examples, 712097 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:41:48,009 : INFO : EPOCH 16 - PROGRESS: at 92.29% examples, 712174 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:49,027 : INFO : EPOCH 16 - PROGRESS: at 92.64% examples, 712258 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:50,027 : INFO : EPOCH 16 - PROGRESS: at 92.98% examples, 712360 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:51,038 : INFO : EPOCH 16 - PROGRESS: at 93.37% examples, 712412 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:52,044 : INFO : EPOCH 16 - PROGRESS: at 93.74% examples, 712489 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:53,045 : INFO : EPOCH 16 - PROGRESS: at 94.11% examples, 712583 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:54,066 : INFO : EPOCH 16 - PROGRESS: at 94.44% examples, 712679 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:55,067 : INFO : EPOCH 16 - PROGRESS: at 94.81% examples, 712753 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:56,068 : INFO : EPOCH 16 - PROGRESS: at 95.18% examples, 712842 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:57,074 : INFO : EPOCH 16 - PROGRESS: at 95.51% examples, 712931 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:41:58,085 : INFO : EPOCH 16 - PROGRESS: at 95.88% examples, 712987 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:41:59,091 : INFO : EPOCH 16 - PROGRESS: at 96.22% examples, 713080 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:00,094 : INFO : EPOCH 16 - PROGRESS: at 96.57% examples, 713126 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:01,107 : INFO : EPOCH 16 - PROGRESS: at 96.92% examples, 713181 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:02,115 : INFO : EPOCH 16 - PROGRESS: at 97.29% examples, 713248 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:03,116 : INFO : EPOCH 16 - PROGRESS: at 97.66% examples, 713301 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:04,129 : INFO : EPOCH 16 - PROGRESS: at 98.00% examples, 713384 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:42:05,132 : INFO : EPOCH 16 - PROGRESS: at 98.37% examples, 713417 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:42:06,139 : INFO : EPOCH 16 - PROGRESS: at 98.75% examples, 713481 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:07,149 : INFO : EPOCH 16 - PROGRESS: at 99.11% examples, 713506 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:08,157 : INFO : EPOCH 16 - PROGRESS: at 99.47% examples, 713557 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:09,164 : INFO : EPOCH 16 - PROGRESS: at 99.79% examples, 713688 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:09,757 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 03:42:09,764 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 03:42:09,769 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 03:42:09,774 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 03:42:09,775 : INFO : EPOCH - 16 : training on 265612569 raw words (206855783 effective words) took 289.8s, 713755 effective words/s
2020-07-24 03:42:10,782 : INFO : EPOCH 17 - PROGRESS: at 0.34% examples, 716239 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:11,802 : INFO : EPOCH 17 - PROGRESS: at 0.71% examples, 721273 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:12,812 : INFO : EPOCH 17 - PROGRESS: at 1.05% examples, 725460 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:13,832 : INFO : EPOCH 17 - PROGRESS: at 1.39% examples, 725056 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:14,833 : INFO : EPOCH 17 - PROGRESS: at 1.77% examples, 727221 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:15,837 : INFO : EPOCH 17 - PROGRESS: at 2.11% examples, 728367 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:16,853 : INFO : EPOCH 17 - PROGRESS: at 2.45% examples, 728827 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:42:17,854 : INFO : EPOCH 17 - PROGRESS: at 2.80% examples, 730412 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:18,869 : INFO : EPOCH 17 - PROGRESS: at 3.15% examples, 729940 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:19,883 : INFO : EPOCH 17 - PROGRESS: at 3.51% examples, 729708 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:20,890 : INFO : EPOCH 17 - PROGRESS: at 3.87% examples, 730085 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:21,890 : INFO : EPOCH 17 - PROGRESS: at 4.21% examples, 731088 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:22,894 : INFO : EPOCH 17 - PROGRESS: at 4.55% examples, 731210 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:23,906 : INFO : EPOCH 17 - PROGRESS: at 4.92% examples, 731156 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:24,918 : INFO : EPOCH 17 - PROGRESS: at 5.28% examples, 731399 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:25,918 : INFO : EPOCH 17 - PROGRESS: at 5.65% examples, 731722 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:26,936 : INFO : EPOCH 17 - PROGRESS: at 6.00% examples, 731154 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:27,946 : INFO : EPOCH 17 - PROGRESS: at 6.34% examples, 731000 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:28,958 : INFO : EPOCH 17 - PROGRESS: at 6.70% examples, 730966 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:42:29,965 : INFO : EPOCH 17 - PROGRESS: at 7.05% examples, 731187 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:30,970 : INFO : EPOCH 17 - PROGRESS: at 7.39% examples, 730821 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:42:31,971 : INFO : EPOCH 17 - PROGRESS: at 7.74% examples, 730942 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:32,977 : INFO : EPOCH 17 - PROGRESS: at 8.06% examples, 731080 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:33,977 : INFO : EPOCH 17 - PROGRESS: at 8.43% examples, 731389 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:34,986 : INFO : EPOCH 17 - PROGRESS: at 8.80% examples, 731514 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:36,000 : INFO : EPOCH 17 - PROGRESS: at 9.16% examples, 731295 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:37,002 : INFO : EPOCH 17 - PROGRESS: at 9.54% examples, 731432 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:38,008 : INFO : EPOCH 17 - PROGRESS: at 9.88% examples, 731661 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:39,020 : INFO : EPOCH 17 - PROGRESS: at 10.24% examples, 731783 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:40,024 : INFO : EPOCH 17 - PROGRESS: at 10.62% examples, 731991 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:41,030 : INFO : EPOCH 17 - PROGRESS: at 10.99% examples, 731984 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:42,033 : INFO : EPOCH 17 - PROGRESS: at 11.33% examples, 731762 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:43,041 : INFO : EPOCH 17 - PROGRESS: at 11.69% examples, 731706 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:42:44,041 : INFO : EPOCH 17 - PROGRESS: at 12.05% examples, 731897 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:45,048 : INFO : EPOCH 17 - PROGRESS: at 12.41% examples, 731737 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:46,049 : INFO : EPOCH 17 - PROGRESS: at 12.79% examples, 731825 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:47,058 : INFO : EPOCH 17 - PROGRESS: at 13.12% examples, 731997 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:48,061 : INFO : EPOCH 17 - PROGRESS: at 13.48% examples, 731919 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:49,069 : INFO : EPOCH 17 - PROGRESS: at 13.84% examples, 731969 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:50,077 : INFO : EPOCH 17 - PROGRESS: at 14.20% examples, 731835 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:51,087 : INFO : EPOCH 17 - PROGRESS: at 14.57% examples, 732006 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:52,101 : INFO : EPOCH 17 - PROGRESS: at 14.93% examples, 731885 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:53,114 : INFO : EPOCH 17 - PROGRESS: at 15.27% examples, 731640 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:54,128 : INFO : EPOCH 17 - PROGRESS: at 15.63% examples, 731566 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:55,141 : INFO : EPOCH 17 - PROGRESS: at 15.97% examples, 731123 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:56,161 : INFO : EPOCH 17 - PROGRESS: at 16.32% examples, 729746 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:42:57,163 : INFO : EPOCH 17 - PROGRESS: at 16.65% examples, 728361 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:58,166 : INFO : EPOCH 17 - PROGRESS: at 16.95% examples, 727059 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:42:59,171 : INFO : EPOCH 17 - PROGRESS: at 17.27% examples, 725745 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:00,179 : INFO : EPOCH 17 - PROGRESS: at 17.58% examples, 724416 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:01,181 : INFO : EPOCH 17 - PROGRESS: at 17.91% examples, 723218 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:02,209 : INFO : EPOCH 17 - PROGRESS: at 18.24% examples, 722169 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:03,228 : INFO : EPOCH 17 - PROGRESS: at 18.58% examples, 720934 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:04,230 : INFO : EPOCH 17 - PROGRESS: at 18.91% examples, 720019 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:05,233 : INFO : EPOCH 17 - PROGRESS: at 19.21% examples, 719165 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:06,252 : INFO : EPOCH 17 - PROGRESS: at 19.54% examples, 718250 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:07,259 : INFO : EPOCH 17 - PROGRESS: at 19.88% examples, 717199 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:43:08,265 : INFO : EPOCH 17 - PROGRESS: at 20.19% examples, 716306 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:09,286 : INFO : EPOCH 17 - PROGRESS: at 20.51% examples, 715478 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:10,292 : INFO : EPOCH 17 - PROGRESS: at 20.82% examples, 714585 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:11,312 : INFO : EPOCH 17 - PROGRESS: at 21.14% examples, 713741 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:43:12,316 : INFO : EPOCH 17 - PROGRESS: at 21.47% examples, 713165 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:13,316 : INFO : EPOCH 17 - PROGRESS: at 21.81% examples, 712358 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:14,324 : INFO : EPOCH 17 - PROGRESS: at 22.12% examples, 711494 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:15,328 : INFO : EPOCH 17 - PROGRESS: at 22.44% examples, 710763 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:16,329 : INFO : EPOCH 17 - PROGRESS: at 22.76% examples, 709995 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:43:17,329 : INFO : EPOCH 17 - PROGRESS: at 23.08% examples, 709319 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:18,330 : INFO : EPOCH 17 - PROGRESS: at 23.42% examples, 708746 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:19,332 : INFO : EPOCH 17 - PROGRESS: at 23.74% examples, 707922 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:20,335 : INFO : EPOCH 17 - PROGRESS: at 24.07% examples, 707359 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:21,339 : INFO : EPOCH 17 - PROGRESS: at 24.41% examples, 706686 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:22,345 : INFO : EPOCH 17 - PROGRESS: at 24.75% examples, 706015 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:23,364 : INFO : EPOCH 17 - PROGRESS: at 25.07% examples, 705392 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:24,379 : INFO : EPOCH 17 - PROGRESS: at 25.41% examples, 704979 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:25,380 : INFO : EPOCH 17 - PROGRESS: at 25.73% examples, 704354 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:43:26,398 : INFO : EPOCH 17 - PROGRESS: at 26.03% examples, 704002 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:27,408 : INFO : EPOCH 17 - PROGRESS: at 26.37% examples, 703575 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:28,419 : INFO : EPOCH 17 - PROGRESS: at 26.69% examples, 703155 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:43:29,419 : INFO : EPOCH 17 - PROGRESS: at 27.03% examples, 702723 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:43:30,420 : INFO : EPOCH 17 - PROGRESS: at 27.35% examples, 702236 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:31,432 : INFO : EPOCH 17 - PROGRESS: at 27.65% examples, 701752 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:32,434 : INFO : EPOCH 17 - PROGRESS: at 27.99% examples, 701348 words/s, in_qsize 6, out_qsize 2
2020-07-24 03:43:33,439 : INFO : EPOCH 17 - PROGRESS: at 28.32% examples, 700980 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:34,444 : INFO : EPOCH 17 - PROGRESS: at 28.62% examples, 700733 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:35,450 : INFO : EPOCH 17 - PROGRESS: at 28.95% examples, 700256 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:43:36,454 : INFO : EPOCH 17 - PROGRESS: at 29.27% examples, 699845 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:37,476 : INFO : EPOCH 17 - PROGRESS: at 29.59% examples, 699326 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:38,494 : INFO : EPOCH 17 - PROGRESS: at 29.92% examples, 698944 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:39,519 : INFO : EPOCH 17 - PROGRESS: at 30.24% examples, 698200 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:43:40,520 : INFO : EPOCH 17 - PROGRESS: at 30.55% examples, 697439 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:43:41,521 : INFO : EPOCH 17 - PROGRESS: at 30.84% examples, 696398 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:42,530 : INFO : EPOCH 17 - PROGRESS: at 31.14% examples, 695578 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:43,531 : INFO : EPOCH 17 - PROGRESS: at 31.48% examples, 696037 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:44,547 : INFO : EPOCH 17 - PROGRESS: at 31.87% examples, 696341 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:45,551 : INFO : EPOCH 17 - PROGRESS: at 32.26% examples, 696670 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:46,556 : INFO : EPOCH 17 - PROGRESS: at 32.64% examples, 697072 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:47,574 : INFO : EPOCH 17 - PROGRESS: at 33.00% examples, 697484 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:48,589 : INFO : EPOCH 17 - PROGRESS: at 33.35% examples, 697989 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:49,593 : INFO : EPOCH 17 - PROGRESS: at 33.71% examples, 698367 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:50,596 : INFO : EPOCH 17 - PROGRESS: at 34.06% examples, 698788 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:43:51,596 : INFO : EPOCH 17 - PROGRESS: at 34.41% examples, 699107 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:52,596 : INFO : EPOCH 17 - PROGRESS: at 34.77% examples, 699398 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:53,598 : INFO : EPOCH 17 - PROGRESS: at 35.12% examples, 699657 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:54,600 : INFO : EPOCH 17 - PROGRESS: at 35.51% examples, 700011 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:43:55,604 : INFO : EPOCH 17 - PROGRESS: at 35.84% examples, 700339 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:56,607 : INFO : EPOCH 17 - PROGRESS: at 36.19% examples, 700644 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:57,617 : INFO : EPOCH 17 - PROGRESS: at 36.58% examples, 700836 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:58,622 : INFO : EPOCH 17 - PROGRESS: at 36.94% examples, 701053 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:43:59,643 : INFO : EPOCH 17 - PROGRESS: at 37.29% examples, 701339 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:00,650 : INFO : EPOCH 17 - PROGRESS: at 37.63% examples, 701670 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:01,653 : INFO : EPOCH 17 - PROGRESS: at 37.99% examples, 702004 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:02,661 : INFO : EPOCH 17 - PROGRESS: at 38.35% examples, 702339 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:44:03,683 : INFO : EPOCH 17 - PROGRESS: at 38.71% examples, 702616 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:04,694 : INFO : EPOCH 17 - PROGRESS: at 39.07% examples, 702893 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:05,697 : INFO : EPOCH 17 - PROGRESS: at 39.43% examples, 703228 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:06,699 : INFO : EPOCH 17 - PROGRESS: at 39.78% examples, 703573 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:07,705 : INFO : EPOCH 17 - PROGRESS: at 40.15% examples, 703701 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:08,705 : INFO : EPOCH 17 - PROGRESS: at 40.51% examples, 704015 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:09,707 : INFO : EPOCH 17 - PROGRESS: at 40.85% examples, 704247 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:44:10,713 : INFO : EPOCH 17 - PROGRESS: at 41.20% examples, 704491 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:11,717 : INFO : EPOCH 17 - PROGRESS: at 41.58% examples, 704729 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:12,724 : INFO : EPOCH 17 - PROGRESS: at 41.94% examples, 705029 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:13,729 : INFO : EPOCH 17 - PROGRESS: at 42.31% examples, 705155 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:14,734 : INFO : EPOCH 17 - PROGRESS: at 42.67% examples, 705354 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:15,737 : INFO : EPOCH 17 - PROGRESS: at 43.02% examples, 705636 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:16,746 : INFO : EPOCH 17 - PROGRESS: at 43.39% examples, 705826 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:44:17,760 : INFO : EPOCH 17 - PROGRESS: at 43.76% examples, 705971 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:18,764 : INFO : EPOCH 17 - PROGRESS: at 44.11% examples, 706226 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:19,776 : INFO : EPOCH 17 - PROGRESS: at 44.47% examples, 706412 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:20,793 : INFO : EPOCH 17 - PROGRESS: at 44.84% examples, 706599 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:21,805 : INFO : EPOCH 17 - PROGRESS: at 45.20% examples, 706782 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:44:22,807 : INFO : EPOCH 17 - PROGRESS: at 45.55% examples, 707057 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:23,816 : INFO : EPOCH 17 - PROGRESS: at 45.90% examples, 707321 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:24,822 : INFO : EPOCH 17 - PROGRESS: at 46.26% examples, 707469 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:25,836 : INFO : EPOCH 17 - PROGRESS: at 46.63% examples, 707681 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:26,838 : INFO : EPOCH 17 - PROGRESS: at 46.97% examples, 707807 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:27,843 : INFO : EPOCH 17 - PROGRESS: at 47.32% examples, 707994 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:28,844 : INFO : EPOCH 17 - PROGRESS: at 47.68% examples, 708186 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:29,850 : INFO : EPOCH 17 - PROGRESS: at 48.05% examples, 708373 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:30,856 : INFO : EPOCH 17 - PROGRESS: at 48.37% examples, 708588 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:31,867 : INFO : EPOCH 17 - PROGRESS: at 48.75% examples, 708674 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:32,887 : INFO : EPOCH 17 - PROGRESS: at 49.07% examples, 708856 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:44:33,908 : INFO : EPOCH 17 - PROGRESS: at 49.44% examples, 709044 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:34,925 : INFO : EPOCH 17 - PROGRESS: at 49.79% examples, 709203 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:35,932 : INFO : EPOCH 17 - PROGRESS: at 50.14% examples, 709414 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:36,933 : INFO : EPOCH 17 - PROGRESS: at 50.51% examples, 709553 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:37,938 : INFO : EPOCH 17 - PROGRESS: at 50.86% examples, 709784 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:38,945 : INFO : EPOCH 17 - PROGRESS: at 51.21% examples, 709948 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:39,957 : INFO : EPOCH 17 - PROGRESS: at 51.58% examples, 710094 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:40,960 : INFO : EPOCH 17 - PROGRESS: at 51.92% examples, 710261 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:44:41,967 : INFO : EPOCH 17 - PROGRESS: at 52.26% examples, 710415 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:42,991 : INFO : EPOCH 17 - PROGRESS: at 52.62% examples, 710547 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:43,998 : INFO : EPOCH 17 - PROGRESS: at 52.96% examples, 710608 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:45,006 : INFO : EPOCH 17 - PROGRESS: at 53.35% examples, 710738 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:46,007 : INFO : EPOCH 17 - PROGRESS: at 53.68% examples, 710890 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:47,024 : INFO : EPOCH 17 - PROGRESS: at 54.02% examples, 711077 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:48,041 : INFO : EPOCH 17 - PROGRESS: at 54.39% examples, 711202 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:49,054 : INFO : EPOCH 17 - PROGRESS: at 54.77% examples, 711323 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:50,057 : INFO : EPOCH 17 - PROGRESS: at 55.12% examples, 711446 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:51,057 : INFO : EPOCH 17 - PROGRESS: at 55.47% examples, 711605 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:52,058 : INFO : EPOCH 17 - PROGRESS: at 55.82% examples, 711754 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:53,076 : INFO : EPOCH 17 - PROGRESS: at 56.17% examples, 711877 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:54,084 : INFO : EPOCH 17 - PROGRESS: at 56.53% examples, 711977 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:55,092 : INFO : EPOCH 17 - PROGRESS: at 56.90% examples, 712090 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:56,102 : INFO : EPOCH 17 - PROGRESS: at 57.26% examples, 712227 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:57,110 : INFO : EPOCH 17 - PROGRESS: at 57.63% examples, 712312 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:44:58,111 : INFO : EPOCH 17 - PROGRESS: at 58.01% examples, 712484 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:44:59,113 : INFO : EPOCH 17 - PROGRESS: at 58.36% examples, 712625 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:00,115 : INFO : EPOCH 17 - PROGRESS: at 58.72% examples, 712646 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:01,138 : INFO : EPOCH 17 - PROGRESS: at 59.09% examples, 712684 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:02,145 : INFO : EPOCH 17 - PROGRESS: at 59.48% examples, 712860 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:03,154 : INFO : EPOCH 17 - PROGRESS: at 59.85% examples, 712964 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:04,159 : INFO : EPOCH 17 - PROGRESS: at 60.19% examples, 713075 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:05,160 : INFO : EPOCH 17 - PROGRESS: at 60.55% examples, 713172 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:06,169 : INFO : EPOCH 17 - PROGRESS: at 60.90% examples, 713299 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:07,186 : INFO : EPOCH 17 - PROGRESS: at 61.29% examples, 713404 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:08,192 : INFO : EPOCH 17 - PROGRESS: at 61.61% examples, 713492 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:09,194 : INFO : EPOCH 17 - PROGRESS: at 61.98% examples, 713656 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:45:10,213 : INFO : EPOCH 17 - PROGRESS: at 62.32% examples, 713686 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:11,216 : INFO : EPOCH 17 - PROGRESS: at 62.66% examples, 713799 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:45:12,217 : INFO : EPOCH 17 - PROGRESS: at 63.02% examples, 713905 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:13,229 : INFO : EPOCH 17 - PROGRESS: at 63.37% examples, 713988 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:14,234 : INFO : EPOCH 17 - PROGRESS: at 63.73% examples, 714068 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:15,235 : INFO : EPOCH 17 - PROGRESS: at 64.08% examples, 714242 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:16,247 : INFO : EPOCH 17 - PROGRESS: at 64.43% examples, 714338 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:17,249 : INFO : EPOCH 17 - PROGRESS: at 64.78% examples, 714454 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:18,260 : INFO : EPOCH 17 - PROGRESS: at 65.12% examples, 714585 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:19,268 : INFO : EPOCH 17 - PROGRESS: at 65.49% examples, 714703 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:20,290 : INFO : EPOCH 17 - PROGRESS: at 65.86% examples, 714730 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:21,292 : INFO : EPOCH 17 - PROGRESS: at 66.22% examples, 714956 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:22,293 : INFO : EPOCH 17 - PROGRESS: at 66.57% examples, 715007 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:23,299 : INFO : EPOCH 17 - PROGRESS: at 66.92% examples, 715120 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:24,300 : INFO : EPOCH 17 - PROGRESS: at 67.28% examples, 715147 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:25,313 : INFO : EPOCH 17 - PROGRESS: at 67.66% examples, 715251 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:26,318 : INFO : EPOCH 17 - PROGRESS: at 68.02% examples, 715371 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:27,318 : INFO : EPOCH 17 - PROGRESS: at 68.37% examples, 715514 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:28,321 : INFO : EPOCH 17 - PROGRESS: at 68.72% examples, 715637 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:29,324 : INFO : EPOCH 17 - PROGRESS: at 69.09% examples, 715713 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:30,332 : INFO : EPOCH 17 - PROGRESS: at 69.45% examples, 715780 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:31,339 : INFO : EPOCH 17 - PROGRESS: at 69.79% examples, 715935 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:32,345 : INFO : EPOCH 17 - PROGRESS: at 70.15% examples, 715978 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:33,356 : INFO : EPOCH 17 - PROGRESS: at 70.55% examples, 716033 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:34,360 : INFO : EPOCH 17 - PROGRESS: at 70.89% examples, 716102 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:35,360 : INFO : EPOCH 17 - PROGRESS: at 71.23% examples, 716179 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:45:36,365 : INFO : EPOCH 17 - PROGRESS: at 71.57% examples, 716262 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:37,378 : INFO : EPOCH 17 - PROGRESS: at 71.92% examples, 716364 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:38,383 : INFO : EPOCH 17 - PROGRESS: at 72.28% examples, 716425 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:39,393 : INFO : EPOCH 17 - PROGRESS: at 72.63% examples, 716484 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:45:40,395 : INFO : EPOCH 17 - PROGRESS: at 72.99% examples, 716607 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:41,412 : INFO : EPOCH 17 - PROGRESS: at 73.37% examples, 716685 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:45:42,413 : INFO : EPOCH 17 - PROGRESS: at 73.72% examples, 716771 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:45:43,416 : INFO : EPOCH 17 - PROGRESS: at 74.06% examples, 716862 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:44,428 : INFO : EPOCH 17 - PROGRESS: at 74.42% examples, 716908 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:45,430 : INFO : EPOCH 17 - PROGRESS: at 74.77% examples, 717004 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:46,432 : INFO : EPOCH 17 - PROGRESS: at 75.12% examples, 717085 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:47,434 : INFO : EPOCH 17 - PROGRESS: at 75.45% examples, 717182 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:48,438 : INFO : EPOCH 17 - PROGRESS: at 75.80% examples, 717195 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:49,439 : INFO : EPOCH 17 - PROGRESS: at 76.16% examples, 717252 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:50,445 : INFO : EPOCH 17 - PROGRESS: at 76.53% examples, 717340 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:51,448 : INFO : EPOCH 17 - PROGRESS: at 76.88% examples, 717418 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:52,449 : INFO : EPOCH 17 - PROGRESS: at 77.23% examples, 717498 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:53,461 : INFO : EPOCH 17 - PROGRESS: at 77.59% examples, 717533 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:54,463 : INFO : EPOCH 17 - PROGRESS: at 77.93% examples, 717671 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:55,468 : INFO : EPOCH 17 - PROGRESS: at 78.30% examples, 717729 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:56,468 : INFO : EPOCH 17 - PROGRESS: at 78.64% examples, 717762 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:57,476 : INFO : EPOCH 17 - PROGRESS: at 79.01% examples, 717787 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:58,486 : INFO : EPOCH 17 - PROGRESS: at 79.37% examples, 717845 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:45:59,490 : INFO : EPOCH 17 - PROGRESS: at 79.74% examples, 717908 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:00,495 : INFO : EPOCH 17 - PROGRESS: at 80.09% examples, 717938 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:01,504 : INFO : EPOCH 17 - PROGRESS: at 80.43% examples, 717980 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:02,505 : INFO : EPOCH 17 - PROGRESS: at 80.76% examples, 718070 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:03,512 : INFO : EPOCH 17 - PROGRESS: at 81.14% examples, 718155 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:04,515 : INFO : EPOCH 17 - PROGRESS: at 81.56% examples, 718169 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:05,534 : INFO : EPOCH 17 - PROGRESS: at 81.89% examples, 718203 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:46:06,550 : INFO : EPOCH 17 - PROGRESS: at 82.24% examples, 718313 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:07,552 : INFO : EPOCH 17 - PROGRESS: at 82.62% examples, 718384 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:08,560 : INFO : EPOCH 17 - PROGRESS: at 82.97% examples, 718393 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:09,561 : INFO : EPOCH 17 - PROGRESS: at 83.32% examples, 718469 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:46:10,567 : INFO : EPOCH 17 - PROGRESS: at 83.71% examples, 718492 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:11,590 : INFO : EPOCH 17 - PROGRESS: at 84.09% examples, 718522 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:12,597 : INFO : EPOCH 17 - PROGRESS: at 84.45% examples, 718540 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:13,598 : INFO : EPOCH 17 - PROGRESS: at 84.79% examples, 718600 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:14,610 : INFO : EPOCH 17 - PROGRESS: at 85.15% examples, 718651 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:15,616 : INFO : EPOCH 17 - PROGRESS: at 85.47% examples, 718757 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:16,617 : INFO : EPOCH 17 - PROGRESS: at 85.81% examples, 718809 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:17,632 : INFO : EPOCH 17 - PROGRESS: at 86.16% examples, 718894 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:18,637 : INFO : EPOCH 17 - PROGRESS: at 86.50% examples, 718901 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:19,656 : INFO : EPOCH 17 - PROGRESS: at 86.83% examples, 718805 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:20,665 : INFO : EPOCH 17 - PROGRESS: at 87.19% examples, 718762 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:21,666 : INFO : EPOCH 17 - PROGRESS: at 87.49% examples, 718478 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:22,667 : INFO : EPOCH 17 - PROGRESS: at 87.81% examples, 718195 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:46:23,672 : INFO : EPOCH 17 - PROGRESS: at 88.17% examples, 718243 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:24,684 : INFO : EPOCH 17 - PROGRESS: at 88.53% examples, 718300 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:25,685 : INFO : EPOCH 17 - PROGRESS: at 88.86% examples, 718368 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:26,686 : INFO : EPOCH 17 - PROGRESS: at 89.21% examples, 718418 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:27,688 : INFO : EPOCH 17 - PROGRESS: at 89.56% examples, 718494 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:28,689 : INFO : EPOCH 17 - PROGRESS: at 89.91% examples, 718562 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:29,704 : INFO : EPOCH 17 - PROGRESS: at 90.30% examples, 718557 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:30,706 : INFO : EPOCH 17 - PROGRESS: at 90.67% examples, 718648 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:31,709 : INFO : EPOCH 17 - PROGRESS: at 91.01% examples, 718708 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:32,710 : INFO : EPOCH 17 - PROGRESS: at 91.33% examples, 718764 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:33,722 : INFO : EPOCH 17 - PROGRESS: at 91.71% examples, 718816 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:34,731 : INFO : EPOCH 17 - PROGRESS: at 92.08% examples, 718865 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:35,753 : INFO : EPOCH 17 - PROGRESS: at 92.45% examples, 718915 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:36,754 : INFO : EPOCH 17 - PROGRESS: at 92.78% examples, 719009 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:46:37,756 : INFO : EPOCH 17 - PROGRESS: at 93.13% examples, 719064 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:38,770 : INFO : EPOCH 17 - PROGRESS: at 93.52% examples, 719050 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:39,772 : INFO : EPOCH 17 - PROGRESS: at 93.89% examples, 719097 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:40,786 : INFO : EPOCH 17 - PROGRESS: at 94.23% examples, 719157 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:41,803 : INFO : EPOCH 17 - PROGRESS: at 94.58% examples, 719245 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:42,803 : INFO : EPOCH 17 - PROGRESS: at 94.96% examples, 719279 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:46:43,807 : INFO : EPOCH 17 - PROGRESS: at 95.32% examples, 719367 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:44,812 : INFO : EPOCH 17 - PROGRESS: at 95.67% examples, 719458 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:45,815 : INFO : EPOCH 17 - PROGRESS: at 96.02% examples, 719514 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:46,819 : INFO : EPOCH 17 - PROGRESS: at 96.36% examples, 719603 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:47,839 : INFO : EPOCH 17 - PROGRESS: at 96.74% examples, 719583 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:48,847 : INFO : EPOCH 17 - PROGRESS: at 97.08% examples, 719605 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:49,850 : INFO : EPOCH 17 - PROGRESS: at 97.43% examples, 719680 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:50,857 : INFO : EPOCH 17 - PROGRESS: at 97.80% examples, 719690 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:51,877 : INFO : EPOCH 17 - PROGRESS: at 98.16% examples, 719707 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:52,883 : INFO : EPOCH 17 - PROGRESS: at 98.54% examples, 719767 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:53,891 : INFO : EPOCH 17 - PROGRESS: at 98.91% examples, 719822 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:46:54,918 : INFO : EPOCH 17 - PROGRESS: at 99.27% examples, 719797 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:55,927 : INFO : EPOCH 17 - PROGRESS: at 99.62% examples, 719864 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:56,945 : INFO : EPOCH 17 - PROGRESS: at 99.95% examples, 719939 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:57,074 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 03:46:57,083 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 03:46:57,087 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 03:46:57,092 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 03:46:57,092 : INFO : EPOCH - 17 : training on 265612569 raw words (206857388 effective words) took 287.3s, 719978 effective words/s
2020-07-24 03:46:58,098 : INFO : EPOCH 18 - PROGRESS: at 0.34% examples, 710944 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:46:59,101 : INFO : EPOCH 18 - PROGRESS: at 0.71% examples, 718914 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:47:00,117 : INFO : EPOCH 18 - PROGRESS: at 1.04% examples, 720223 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:01,124 : INFO : EPOCH 18 - PROGRESS: at 1.39% examples, 722135 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:02,132 : INFO : EPOCH 18 - PROGRESS: at 1.76% examples, 725026 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:03,133 : INFO : EPOCH 18 - PROGRESS: at 2.11% examples, 727961 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:04,136 : INFO : EPOCH 18 - PROGRESS: at 2.45% examples, 729945 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:47:05,146 : INFO : EPOCH 18 - PROGRESS: at 2.79% examples, 730625 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:06,158 : INFO : EPOCH 18 - PROGRESS: at 3.14% examples, 731015 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:07,164 : INFO : EPOCH 18 - PROGRESS: at 3.50% examples, 731290 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:08,165 : INFO : EPOCH 18 - PROGRESS: at 3.86% examples, 731632 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:09,169 : INFO : EPOCH 18 - PROGRESS: at 4.20% examples, 731998 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:10,172 : INFO : EPOCH 18 - PROGRESS: at 4.54% examples, 732882 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:11,177 : INFO : EPOCH 18 - PROGRESS: at 4.92% examples, 732276 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:12,179 : INFO : EPOCH 18 - PROGRESS: at 5.27% examples, 732040 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:13,183 : INFO : EPOCH 18 - PROGRESS: at 5.64% examples, 732486 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:14,190 : INFO : EPOCH 18 - PROGRESS: at 5.98% examples, 732320 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:15,192 : INFO : EPOCH 18 - PROGRESS: at 6.33% examples, 732727 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:16,200 : INFO : EPOCH 18 - PROGRESS: at 6.68% examples, 732458 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:17,204 : INFO : EPOCH 18 - PROGRESS: at 7.04% examples, 733114 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:18,218 : INFO : EPOCH 18 - PROGRESS: at 7.39% examples, 733031 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:19,225 : INFO : EPOCH 18 - PROGRESS: at 7.74% examples, 732834 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:20,227 : INFO : EPOCH 18 - PROGRESS: at 8.06% examples, 732703 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:47:21,229 : INFO : EPOCH 18 - PROGRESS: at 8.43% examples, 732613 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:47:22,235 : INFO : EPOCH 18 - PROGRESS: at 8.80% examples, 732725 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:23,244 : INFO : EPOCH 18 - PROGRESS: at 9.16% examples, 732906 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:24,254 : INFO : EPOCH 18 - PROGRESS: at 9.54% examples, 732792 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:25,263 : INFO : EPOCH 18 - PROGRESS: at 9.88% examples, 732887 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:26,268 : INFO : EPOCH 18 - PROGRESS: at 10.24% examples, 733081 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:27,277 : INFO : EPOCH 18 - PROGRESS: at 10.62% examples, 733202 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:28,279 : INFO : EPOCH 18 - PROGRESS: at 10.98% examples, 733424 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:29,287 : INFO : EPOCH 18 - PROGRESS: at 11.33% examples, 733343 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:30,289 : INFO : EPOCH 18 - PROGRESS: at 11.70% examples, 733599 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:31,292 : INFO : EPOCH 18 - PROGRESS: at 12.06% examples, 733814 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:32,302 : INFO : EPOCH 18 - PROGRESS: at 12.43% examples, 733576 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:33,307 : INFO : EPOCH 18 - PROGRESS: at 12.80% examples, 733541 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:34,322 : INFO : EPOCH 18 - PROGRESS: at 13.14% examples, 733625 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:35,329 : INFO : EPOCH 18 - PROGRESS: at 13.50% examples, 733758 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:36,332 : INFO : EPOCH 18 - PROGRESS: at 13.85% examples, 733930 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:37,337 : INFO : EPOCH 18 - PROGRESS: at 14.23% examples, 733909 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:38,344 : INFO : EPOCH 18 - PROGRESS: at 14.58% examples, 733699 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:47:39,345 : INFO : EPOCH 18 - PROGRESS: at 14.94% examples, 733661 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:40,348 : INFO : EPOCH 18 - PROGRESS: at 15.28% examples, 733544 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:41,364 : INFO : EPOCH 18 - PROGRESS: at 15.65% examples, 733447 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:42,373 : INFO : EPOCH 18 - PROGRESS: at 16.00% examples, 733521 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:43,374 : INFO : EPOCH 18 - PROGRESS: at 16.36% examples, 733416 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:44,375 : INFO : EPOCH 18 - PROGRESS: at 16.72% examples, 733356 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:45,380 : INFO : EPOCH 18 - PROGRESS: at 17.06% examples, 733100 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:47:46,380 : INFO : EPOCH 18 - PROGRESS: at 17.39% examples, 733298 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:47:47,396 : INFO : EPOCH 18 - PROGRESS: at 17.76% examples, 733353 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:48,399 : INFO : EPOCH 18 - PROGRESS: at 18.12% examples, 733279 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:49,399 : INFO : EPOCH 18 - PROGRESS: at 18.49% examples, 733300 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:50,403 : INFO : EPOCH 18 - PROGRESS: at 18.86% examples, 733293 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:47:51,405 : INFO : EPOCH 18 - PROGRESS: at 19.19% examples, 733444 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:52,412 : INFO : EPOCH 18 - PROGRESS: at 19.55% examples, 733479 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:53,422 : INFO : EPOCH 18 - PROGRESS: at 19.93% examples, 733427 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:54,428 : INFO : EPOCH 18 - PROGRESS: at 20.27% examples, 733454 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:47:55,435 : INFO : EPOCH 18 - PROGRESS: at 20.62% examples, 733608 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:56,445 : INFO : EPOCH 18 - PROGRESS: at 20.95% examples, 733676 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:57,447 : INFO : EPOCH 18 - PROGRESS: at 21.32% examples, 733760 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:47:58,451 : INFO : EPOCH 18 - PROGRESS: at 21.69% examples, 733903 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:47:59,459 : INFO : EPOCH 18 - PROGRESS: at 22.04% examples, 733699 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:00,471 : INFO : EPOCH 18 - PROGRESS: at 22.40% examples, 733760 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:48:01,482 : INFO : EPOCH 18 - PROGRESS: at 22.75% examples, 733650 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:02,486 : INFO : EPOCH 18 - PROGRESS: at 23.12% examples, 733704 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:03,492 : INFO : EPOCH 18 - PROGRESS: at 23.47% examples, 733585 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:04,493 : INFO : EPOCH 18 - PROGRESS: at 23.85% examples, 733607 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:05,494 : INFO : EPOCH 18 - PROGRESS: at 24.22% examples, 733595 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:48:06,509 : INFO : EPOCH 18 - PROGRESS: at 24.58% examples, 733365 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:07,512 : INFO : EPOCH 18 - PROGRESS: at 24.94% examples, 733352 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:48:08,513 : INFO : EPOCH 18 - PROGRESS: at 25.30% examples, 733310 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:09,517 : INFO : EPOCH 18 - PROGRESS: at 25.64% examples, 732641 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:10,522 : INFO : EPOCH 18 - PROGRESS: at 25.95% examples, 731853 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:11,534 : INFO : EPOCH 18 - PROGRESS: at 26.27% examples, 730931 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:12,542 : INFO : EPOCH 18 - PROGRESS: at 26.58% examples, 729974 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:13,555 : INFO : EPOCH 18 - PROGRESS: at 26.92% examples, 729223 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:14,567 : INFO : EPOCH 18 - PROGRESS: at 27.26% examples, 728397 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:15,580 : INFO : EPOCH 18 - PROGRESS: at 27.57% examples, 727692 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:16,580 : INFO : EPOCH 18 - PROGRESS: at 27.90% examples, 726926 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:48:17,585 : INFO : EPOCH 18 - PROGRESS: at 28.24% examples, 726189 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:18,595 : INFO : EPOCH 18 - PROGRESS: at 28.53% examples, 725574 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:19,595 : INFO : EPOCH 18 - PROGRESS: at 28.85% examples, 724819 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:20,599 : INFO : EPOCH 18 - PROGRESS: at 29.18% examples, 724031 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:21,604 : INFO : EPOCH 18 - PROGRESS: at 29.49% examples, 723363 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:22,609 : INFO : EPOCH 18 - PROGRESS: at 29.81% examples, 722626 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:23,613 : INFO : EPOCH 18 - PROGRESS: at 30.15% examples, 722089 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:24,623 : INFO : EPOCH 18 - PROGRESS: at 30.47% examples, 721339 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:25,623 : INFO : EPOCH 18 - PROGRESS: at 30.80% examples, 720730 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:26,628 : INFO : EPOCH 18 - PROGRESS: at 31.12% examples, 720047 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:48:27,653 : INFO : EPOCH 18 - PROGRESS: at 31.43% examples, 719530 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:48:28,656 : INFO : EPOCH 18 - PROGRESS: at 31.79% examples, 718942 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:29,665 : INFO : EPOCH 18 - PROGRESS: at 32.14% examples, 718252 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:48:30,668 : INFO : EPOCH 18 - PROGRESS: at 32.47% examples, 717678 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:31,678 : INFO : EPOCH 18 - PROGRESS: at 32.81% examples, 717109 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:32,695 : INFO : EPOCH 18 - PROGRESS: at 33.12% examples, 716608 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:33,696 : INFO : EPOCH 18 - PROGRESS: at 33.45% examples, 716136 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:34,703 : INFO : EPOCH 18 - PROGRESS: at 33.78% examples, 715596 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:48:35,707 : INFO : EPOCH 18 - PROGRESS: at 34.10% examples, 715218 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:36,717 : INFO : EPOCH 18 - PROGRESS: at 34.42% examples, 714716 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:37,732 : INFO : EPOCH 18 - PROGRESS: at 34.75% examples, 714169 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:38,745 : INFO : EPOCH 18 - PROGRESS: at 35.08% examples, 713667 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:39,747 : INFO : EPOCH 18 - PROGRESS: at 35.41% examples, 713215 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:48:40,748 : INFO : EPOCH 18 - PROGRESS: at 35.73% examples, 712782 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:41,751 : INFO : EPOCH 18 - PROGRESS: at 36.05% examples, 712283 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:42,761 : INFO : EPOCH 18 - PROGRESS: at 36.37% examples, 711801 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:43,770 : INFO : EPOCH 18 - PROGRESS: at 36.73% examples, 711256 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:44,781 : INFO : EPOCH 18 - PROGRESS: at 37.05% examples, 710801 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:45,781 : INFO : EPOCH 18 - PROGRESS: at 37.37% examples, 710428 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:46,786 : INFO : EPOCH 18 - PROGRESS: at 37.67% examples, 710021 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:47,801 : INFO : EPOCH 18 - PROGRESS: at 38.00% examples, 709562 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:48,806 : INFO : EPOCH 18 - PROGRESS: at 38.33% examples, 709206 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:48:49,826 : INFO : EPOCH 18 - PROGRESS: at 38.65% examples, 708905 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:50,827 : INFO : EPOCH 18 - PROGRESS: at 38.97% examples, 708535 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:51,837 : INFO : EPOCH 18 - PROGRESS: at 39.29% examples, 708071 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:48:52,841 : INFO : EPOCH 18 - PROGRESS: at 39.62% examples, 707683 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:48:53,862 : INFO : EPOCH 18 - PROGRESS: at 39.95% examples, 707233 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:54,873 : INFO : EPOCH 18 - PROGRESS: at 40.30% examples, 706987 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:55,885 : INFO : EPOCH 18 - PROGRESS: at 40.60% examples, 706676 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:56,892 : INFO : EPOCH 18 - PROGRESS: at 40.91% examples, 706380 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:57,903 : INFO : EPOCH 18 - PROGRESS: at 41.25% examples, 706037 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:58,907 : INFO : EPOCH 18 - PROGRESS: at 41.57% examples, 705420 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:48:59,908 : INFO : EPOCH 18 - PROGRESS: at 41.88% examples, 704903 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:00,916 : INFO : EPOCH 18 - PROGRESS: at 42.19% examples, 704177 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:49:01,925 : INFO : EPOCH 18 - PROGRESS: at 42.47% examples, 703067 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:02,941 : INFO : EPOCH 18 - PROGRESS: at 42.81% examples, 702872 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:03,943 : INFO : EPOCH 18 - PROGRESS: at 43.19% examples, 703149 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:04,945 : INFO : EPOCH 18 - PROGRESS: at 43.55% examples, 703344 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:05,948 : INFO : EPOCH 18 - PROGRESS: at 43.92% examples, 703579 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:06,952 : INFO : EPOCH 18 - PROGRESS: at 44.27% examples, 703893 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:07,976 : INFO : EPOCH 18 - PROGRESS: at 44.63% examples, 704071 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:08,998 : INFO : EPOCH 18 - PROGRESS: at 45.01% examples, 704303 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:10,004 : INFO : EPOCH 18 - PROGRESS: at 45.36% examples, 704454 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:11,006 : INFO : EPOCH 18 - PROGRESS: at 45.69% examples, 704768 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:49:12,024 : INFO : EPOCH 18 - PROGRESS: at 46.05% examples, 704958 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:13,025 : INFO : EPOCH 18 - PROGRESS: at 46.41% examples, 705176 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:14,029 : INFO : EPOCH 18 - PROGRESS: at 46.77% examples, 705373 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:15,030 : INFO : EPOCH 18 - PROGRESS: at 47.10% examples, 705518 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:16,031 : INFO : EPOCH 18 - PROGRESS: at 47.48% examples, 705752 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:17,032 : INFO : EPOCH 18 - PROGRESS: at 47.83% examples, 706031 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:18,037 : INFO : EPOCH 18 - PROGRESS: at 48.19% examples, 706229 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:19,051 : INFO : EPOCH 18 - PROGRESS: at 48.54% examples, 706396 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:20,057 : INFO : EPOCH 18 - PROGRESS: at 48.89% examples, 706565 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:21,057 : INFO : EPOCH 18 - PROGRESS: at 49.22% examples, 706909 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:22,063 : INFO : EPOCH 18 - PROGRESS: at 49.59% examples, 707100 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:23,085 : INFO : EPOCH 18 - PROGRESS: at 49.95% examples, 707301 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:24,086 : INFO : EPOCH 18 - PROGRESS: at 50.30% examples, 707510 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:25,088 : INFO : EPOCH 18 - PROGRESS: at 50.66% examples, 707705 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:26,102 : INFO : EPOCH 18 - PROGRESS: at 51.02% examples, 707906 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:27,104 : INFO : EPOCH 18 - PROGRESS: at 51.35% examples, 708084 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:28,117 : INFO : EPOCH 18 - PROGRESS: at 51.73% examples, 708252 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:29,120 : INFO : EPOCH 18 - PROGRESS: at 52.06% examples, 708384 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:30,126 : INFO : EPOCH 18 - PROGRESS: at 52.42% examples, 708562 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:31,133 : INFO : EPOCH 18 - PROGRESS: at 52.77% examples, 708677 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:32,139 : INFO : EPOCH 18 - PROGRESS: at 53.14% examples, 708886 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:33,161 : INFO : EPOCH 18 - PROGRESS: at 53.49% examples, 709012 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:34,163 : INFO : EPOCH 18 - PROGRESS: at 53.82% examples, 709201 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:35,168 : INFO : EPOCH 18 - PROGRESS: at 54.20% examples, 709297 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:36,168 : INFO : EPOCH 18 - PROGRESS: at 54.55% examples, 709455 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:49:37,177 : INFO : EPOCH 18 - PROGRESS: at 54.90% examples, 709513 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:38,201 : INFO : EPOCH 18 - PROGRESS: at 55.27% examples, 709654 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:39,202 : INFO : EPOCH 18 - PROGRESS: at 55.62% examples, 709874 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:40,203 : INFO : EPOCH 18 - PROGRESS: at 55.97% examples, 710013 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:41,213 : INFO : EPOCH 18 - PROGRESS: at 56.32% examples, 710148 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:42,225 : INFO : EPOCH 18 - PROGRESS: at 56.69% examples, 710357 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:43,226 : INFO : EPOCH 18 - PROGRESS: at 57.05% examples, 710467 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:44,234 : INFO : EPOCH 18 - PROGRESS: at 57.44% examples, 710614 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:49:45,252 : INFO : EPOCH 18 - PROGRESS: at 57.79% examples, 710801 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:46,254 : INFO : EPOCH 18 - PROGRESS: at 58.17% examples, 710936 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:47,256 : INFO : EPOCH 18 - PROGRESS: at 58.54% examples, 711117 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:48,273 : INFO : EPOCH 18 - PROGRESS: at 58.89% examples, 711172 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:49,289 : INFO : EPOCH 18 - PROGRESS: at 59.27% examples, 711292 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:50,293 : INFO : EPOCH 18 - PROGRESS: at 59.66% examples, 711364 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:51,297 : INFO : EPOCH 18 - PROGRESS: at 60.01% examples, 711481 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:52,302 : INFO : EPOCH 18 - PROGRESS: at 60.37% examples, 711644 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:53,307 : INFO : EPOCH 18 - PROGRESS: at 60.71% examples, 711800 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:54,311 : INFO : EPOCH 18 - PROGRESS: at 61.08% examples, 711916 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:55,340 : INFO : EPOCH 18 - PROGRESS: at 61.44% examples, 711968 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:56,349 : INFO : EPOCH 18 - PROGRESS: at 61.80% examples, 712136 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:57,354 : INFO : EPOCH 18 - PROGRESS: at 62.14% examples, 712206 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:58,362 : INFO : EPOCH 18 - PROGRESS: at 62.48% examples, 712360 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:49:59,363 : INFO : EPOCH 18 - PROGRESS: at 62.82% examples, 712428 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:00,373 : INFO : EPOCH 18 - PROGRESS: at 63.20% examples, 712519 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:01,376 : INFO : EPOCH 18 - PROGRESS: at 63.55% examples, 712654 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:02,382 : INFO : EPOCH 18 - PROGRESS: at 63.90% examples, 712740 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:03,386 : INFO : EPOCH 18 - PROGRESS: at 64.25% examples, 712869 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:04,404 : INFO : EPOCH 18 - PROGRESS: at 64.60% examples, 712951 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:05,410 : INFO : EPOCH 18 - PROGRESS: at 64.93% examples, 713151 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:06,433 : INFO : EPOCH 18 - PROGRESS: at 65.30% examples, 713192 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:07,433 : INFO : EPOCH 18 - PROGRESS: at 65.67% examples, 713343 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:08,434 : INFO : EPOCH 18 - PROGRESS: at 66.04% examples, 713434 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:09,435 : INFO : EPOCH 18 - PROGRESS: at 66.38% examples, 713564 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:10,452 : INFO : EPOCH 18 - PROGRESS: at 66.74% examples, 713656 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:11,465 : INFO : EPOCH 18 - PROGRESS: at 67.08% examples, 713790 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:12,470 : INFO : EPOCH 18 - PROGRESS: at 67.46% examples, 713786 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:13,487 : INFO : EPOCH 18 - PROGRESS: at 67.80% examples, 713525 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:14,503 : INFO : EPOCH 18 - PROGRESS: at 68.13% examples, 713280 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:15,513 : INFO : EPOCH 18 - PROGRESS: at 68.45% examples, 713069 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:50:16,516 : INFO : EPOCH 18 - PROGRESS: at 68.77% examples, 712901 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:17,517 : INFO : EPOCH 18 - PROGRESS: at 69.10% examples, 712654 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:18,518 : INFO : EPOCH 18 - PROGRESS: at 69.42% examples, 712388 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:19,519 : INFO : EPOCH 18 - PROGRESS: at 69.73% examples, 712158 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:20,526 : INFO : EPOCH 18 - PROGRESS: at 70.05% examples, 711894 words/s, in_qsize 8, out_qsize 1
2020-07-24 03:50:21,535 : INFO : EPOCH 18 - PROGRESS: at 70.38% examples, 711672 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:22,535 : INFO : EPOCH 18 - PROGRESS: at 70.74% examples, 711434 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:23,543 : INFO : EPOCH 18 - PROGRESS: at 71.05% examples, 711046 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:24,549 : INFO : EPOCH 18 - PROGRESS: at 71.33% examples, 710895 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:50:25,558 : INFO : EPOCH 18 - PROGRESS: at 71.65% examples, 710666 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:26,561 : INFO : EPOCH 18 - PROGRESS: at 71.98% examples, 710507 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:27,568 : INFO : EPOCH 18 - PROGRESS: at 72.31% examples, 710311 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:28,570 : INFO : EPOCH 18 - PROGRESS: at 72.63% examples, 710083 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:29,576 : INFO : EPOCH 18 - PROGRESS: at 72.95% examples, 709873 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:30,577 : INFO : EPOCH 18 - PROGRESS: at 73.28% examples, 709729 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:31,605 : INFO : EPOCH 18 - PROGRESS: at 73.61% examples, 709432 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:50:32,613 : INFO : EPOCH 18 - PROGRESS: at 73.95% examples, 709269 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:33,619 : INFO : EPOCH 18 - PROGRESS: at 74.25% examples, 709085 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:34,624 : INFO : EPOCH 18 - PROGRESS: at 74.57% examples, 708855 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:35,633 : INFO : EPOCH 18 - PROGRESS: at 74.91% examples, 708683 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:36,639 : INFO : EPOCH 18 - PROGRESS: at 75.20% examples, 708477 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:37,645 : INFO : EPOCH 18 - PROGRESS: at 75.51% examples, 708272 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:38,647 : INFO : EPOCH 18 - PROGRESS: at 75.83% examples, 708097 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:39,647 : INFO : EPOCH 18 - PROGRESS: at 76.16% examples, 707926 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:40,654 : INFO : EPOCH 18 - PROGRESS: at 76.49% examples, 707772 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:41,666 : INFO : EPOCH 18 - PROGRESS: at 76.82% examples, 707569 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:42,679 : INFO : EPOCH 18 - PROGRESS: at 77.14% examples, 707376 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:43,680 : INFO : EPOCH 18 - PROGRESS: at 77.47% examples, 707206 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:44,700 : INFO : EPOCH 18 - PROGRESS: at 77.77% examples, 706994 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:45,717 : INFO : EPOCH 18 - PROGRESS: at 78.12% examples, 706800 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:46,726 : INFO : EPOCH 18 - PROGRESS: at 78.43% examples, 706602 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:47,729 : INFO : EPOCH 18 - PROGRESS: at 78.75% examples, 706462 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:48,730 : INFO : EPOCH 18 - PROGRESS: at 79.09% examples, 706239 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:49,749 : INFO : EPOCH 18 - PROGRESS: at 79.42% examples, 706032 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:50,757 : INFO : EPOCH 18 - PROGRESS: at 79.75% examples, 705876 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:51,757 : INFO : EPOCH 18 - PROGRESS: at 80.07% examples, 705698 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:52,768 : INFO : EPOCH 18 - PROGRESS: at 80.40% examples, 705536 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:50:53,774 : INFO : EPOCH 18 - PROGRESS: at 80.68% examples, 705426 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:50:54,784 : INFO : EPOCH 18 - PROGRESS: at 81.02% examples, 705237 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:55,787 : INFO : EPOCH 18 - PROGRESS: at 81.39% examples, 705051 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:56,787 : INFO : EPOCH 18 - PROGRESS: at 81.73% examples, 704899 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:57,789 : INFO : EPOCH 18 - PROGRESS: at 82.04% examples, 704799 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:58,799 : INFO : EPOCH 18 - PROGRESS: at 82.36% examples, 704600 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:50:59,806 : INFO : EPOCH 18 - PROGRESS: at 82.70% examples, 704427 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:00,816 : INFO : EPOCH 18 - PROGRESS: at 83.03% examples, 704204 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:01,823 : INFO : EPOCH 18 - PROGRESS: at 83.34% examples, 704042 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:51:02,833 : INFO : EPOCH 18 - PROGRESS: at 83.70% examples, 703894 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:03,836 : INFO : EPOCH 18 - PROGRESS: at 84.03% examples, 703712 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:04,837 : INFO : EPOCH 18 - PROGRESS: at 84.37% examples, 703549 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:05,840 : INFO : EPOCH 18 - PROGRESS: at 84.69% examples, 703411 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:06,843 : INFO : EPOCH 18 - PROGRESS: at 85.00% examples, 703258 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:07,845 : INFO : EPOCH 18 - PROGRESS: at 85.31% examples, 703137 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:08,849 : INFO : EPOCH 18 - PROGRESS: at 85.60% examples, 703031 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:09,861 : INFO : EPOCH 18 - PROGRESS: at 85.93% examples, 702870 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:10,863 : INFO : EPOCH 18 - PROGRESS: at 86.23% examples, 702815 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:11,877 : INFO : EPOCH 18 - PROGRESS: at 86.56% examples, 702677 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:12,882 : INFO : EPOCH 18 - PROGRESS: at 86.88% examples, 702562 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:13,885 : INFO : EPOCH 18 - PROGRESS: at 87.21% examples, 702439 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:14,887 : INFO : EPOCH 18 - PROGRESS: at 87.53% examples, 702281 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:15,905 : INFO : EPOCH 18 - PROGRESS: at 87.86% examples, 702132 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:51:16,920 : INFO : EPOCH 18 - PROGRESS: at 88.19% examples, 701977 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:17,923 : INFO : EPOCH 18 - PROGRESS: at 88.52% examples, 701860 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:18,925 : INFO : EPOCH 18 - PROGRESS: at 88.83% examples, 701782 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:51:19,928 : INFO : EPOCH 18 - PROGRESS: at 89.13% examples, 701698 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:20,937 : INFO : EPOCH 18 - PROGRESS: at 89.45% examples, 701472 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:51:21,943 : INFO : EPOCH 18 - PROGRESS: at 89.76% examples, 701368 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:22,963 : INFO : EPOCH 18 - PROGRESS: at 90.11% examples, 701182 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:23,967 : INFO : EPOCH 18 - PROGRESS: at 90.46% examples, 701029 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:24,973 : INFO : EPOCH 18 - PROGRESS: at 90.78% examples, 700879 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:25,977 : INFO : EPOCH 18 - PROGRESS: at 91.09% examples, 700764 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:51:26,993 : INFO : EPOCH 18 - PROGRESS: at 91.39% examples, 700648 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:27,997 : INFO : EPOCH 18 - PROGRESS: at 91.75% examples, 700533 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:28,998 : INFO : EPOCH 18 - PROGRESS: at 92.08% examples, 700391 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:30,001 : INFO : EPOCH 18 - PROGRESS: at 92.40% examples, 700244 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:51:31,002 : INFO : EPOCH 18 - PROGRESS: at 92.70% examples, 700134 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:32,025 : INFO : EPOCH 18 - PROGRESS: at 93.03% examples, 700022 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:33,042 : INFO : EPOCH 18 - PROGRESS: at 93.38% examples, 699901 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:34,046 : INFO : EPOCH 18 - PROGRESS: at 93.71% examples, 699789 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:35,055 : INFO : EPOCH 18 - PROGRESS: at 94.04% examples, 699645 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:36,065 : INFO : EPOCH 18 - PROGRESS: at 94.34% examples, 699597 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:37,068 : INFO : EPOCH 18 - PROGRESS: at 94.69% examples, 699479 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:38,077 : INFO : EPOCH 18 - PROGRESS: at 95.02% examples, 699341 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:39,086 : INFO : EPOCH 18 - PROGRESS: at 95.32% examples, 699112 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:40,087 : INFO : EPOCH 18 - PROGRESS: at 95.63% examples, 698926 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:41,102 : INFO : EPOCH 18 - PROGRESS: at 95.93% examples, 698682 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:42,124 : INFO : EPOCH 18 - PROGRESS: at 96.21% examples, 698211 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:43,126 : INFO : EPOCH 18 - PROGRESS: at 96.54% examples, 698268 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:44,136 : INFO : EPOCH 18 - PROGRESS: at 96.90% examples, 698372 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:45,161 : INFO : EPOCH 18 - PROGRESS: at 97.27% examples, 698470 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:46,162 : INFO : EPOCH 18 - PROGRESS: at 97.65% examples, 698628 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:47,174 : INFO : EPOCH 18 - PROGRESS: at 97.99% examples, 698759 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:48,178 : INFO : EPOCH 18 - PROGRESS: at 98.36% examples, 698884 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:49,180 : INFO : EPOCH 18 - PROGRESS: at 98.75% examples, 699002 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:50,197 : INFO : EPOCH 18 - PROGRESS: at 99.11% examples, 699103 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:51,199 : INFO : EPOCH 18 - PROGRESS: at 99.46% examples, 699182 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:52,200 : INFO : EPOCH 18 - PROGRESS: at 99.79% examples, 699343 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:52,822 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 03:51:52,825 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 03:51:52,827 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 03:51:52,835 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 03:51:52,836 : INFO : EPOCH - 18 : training on 265612569 raw words (206851763 effective words) took 295.7s, 699438 effective words/s
2020-07-24 03:51:53,851 : INFO : EPOCH 19 - PROGRESS: at 0.34% examples, 717043 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:54,858 : INFO : EPOCH 19 - PROGRESS: at 0.71% examples, 722585 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:51:55,860 : INFO : EPOCH 19 - PROGRESS: at 1.05% examples, 725754 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:56,877 : INFO : EPOCH 19 - PROGRESS: at 1.39% examples, 727533 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:57,879 : INFO : EPOCH 19 - PROGRESS: at 1.77% examples, 729087 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:58,885 : INFO : EPOCH 19 - PROGRESS: at 2.11% examples, 729726 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:51:59,894 : INFO : EPOCH 19 - PROGRESS: at 2.46% examples, 731368 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:00,896 : INFO : EPOCH 19 - PROGRESS: at 2.81% examples, 732742 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:01,909 : INFO : EPOCH 19 - PROGRESS: at 3.15% examples, 731203 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:02,910 : INFO : EPOCH 19 - PROGRESS: at 3.51% examples, 732719 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:03,911 : INFO : EPOCH 19 - PROGRESS: at 3.87% examples, 733062 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:04,930 : INFO : EPOCH 19 - PROGRESS: at 4.21% examples, 732728 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:05,934 : INFO : EPOCH 19 - PROGRESS: at 4.55% examples, 733544 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:52:06,942 : INFO : EPOCH 19 - PROGRESS: at 4.93% examples, 733515 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:07,945 : INFO : EPOCH 19 - PROGRESS: at 5.29% examples, 733391 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:08,948 : INFO : EPOCH 19 - PROGRESS: at 5.66% examples, 733607 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:09,951 : INFO : EPOCH 19 - PROGRESS: at 6.00% examples, 733426 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:10,957 : INFO : EPOCH 19 - PROGRESS: at 6.35% examples, 733346 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:11,959 : INFO : EPOCH 19 - PROGRESS: at 6.70% examples, 733133 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:12,965 : INFO : EPOCH 19 - PROGRESS: at 7.05% examples, 733306 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:13,976 : INFO : EPOCH 19 - PROGRESS: at 7.40% examples, 733448 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:14,976 : INFO : EPOCH 19 - PROGRESS: at 7.75% examples, 733634 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:15,982 : INFO : EPOCH 19 - PROGRESS: at 8.07% examples, 733656 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:16,982 : INFO : EPOCH 19 - PROGRESS: at 8.44% examples, 733604 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:52:18,004 : INFO : EPOCH 19 - PROGRESS: at 8.81% examples, 733245 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:19,032 : INFO : EPOCH 19 - PROGRESS: at 9.18% examples, 733302 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:20,045 : INFO : EPOCH 19 - PROGRESS: at 9.57% examples, 733387 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:21,054 : INFO : EPOCH 19 - PROGRESS: at 9.90% examples, 733685 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:22,058 : INFO : EPOCH 19 - PROGRESS: at 10.26% examples, 733344 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:23,065 : INFO : EPOCH 19 - PROGRESS: at 10.64% examples, 733922 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:24,068 : INFO : EPOCH 19 - PROGRESS: at 11.00% examples, 734088 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:25,071 : INFO : EPOCH 19 - PROGRESS: at 11.36% examples, 734212 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:52:26,087 : INFO : EPOCH 19 - PROGRESS: at 11.73% examples, 733979 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:52:27,089 : INFO : EPOCH 19 - PROGRESS: at 12.09% examples, 734061 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:28,101 : INFO : EPOCH 19 - PROGRESS: at 12.46% examples, 734035 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:29,105 : INFO : EPOCH 19 - PROGRESS: at 12.82% examples, 734070 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:30,124 : INFO : EPOCH 19 - PROGRESS: at 13.16% examples, 733999 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:31,132 : INFO : EPOCH 19 - PROGRESS: at 13.52% examples, 733922 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:32,134 : INFO : EPOCH 19 - PROGRESS: at 13.88% examples, 733990 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:33,148 : INFO : EPOCH 19 - PROGRESS: at 14.26% examples, 733871 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:34,152 : INFO : EPOCH 19 - PROGRESS: at 14.61% examples, 734051 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:35,170 : INFO : EPOCH 19 - PROGRESS: at 14.98% examples, 734031 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:36,181 : INFO : EPOCH 19 - PROGRESS: at 15.33% examples, 734211 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:37,186 : INFO : EPOCH 19 - PROGRESS: at 15.69% examples, 734174 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:38,197 : INFO : EPOCH 19 - PROGRESS: at 16.05% examples, 734108 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:39,206 : INFO : EPOCH 19 - PROGRESS: at 16.42% examples, 734064 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:40,208 : INFO : EPOCH 19 - PROGRESS: at 16.76% examples, 733914 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:52:41,210 : INFO : EPOCH 19 - PROGRESS: at 17.11% examples, 733995 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:42,214 : INFO : EPOCH 19 - PROGRESS: at 17.45% examples, 733936 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:43,221 : INFO : EPOCH 19 - PROGRESS: at 17.82% examples, 734039 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:44,224 : INFO : EPOCH 19 - PROGRESS: at 18.17% examples, 733978 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:45,232 : INFO : EPOCH 19 - PROGRESS: at 18.55% examples, 733990 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:46,240 : INFO : EPOCH 19 - PROGRESS: at 18.91% examples, 734012 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:47,244 : INFO : EPOCH 19 - PROGRESS: at 19.24% examples, 734163 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:48,261 : INFO : EPOCH 19 - PROGRESS: at 19.61% examples, 733999 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:49,265 : INFO : EPOCH 19 - PROGRESS: at 19.98% examples, 734014 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:50,266 : INFO : EPOCH 19 - PROGRESS: at 20.32% examples, 733819 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:51,287 : INFO : EPOCH 19 - PROGRESS: at 20.68% examples, 734023 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:52,289 : INFO : EPOCH 19 - PROGRESS: at 21.01% examples, 734257 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:52:53,291 : INFO : EPOCH 19 - PROGRESS: at 21.36% examples, 734139 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:54,304 : INFO : EPOCH 19 - PROGRESS: at 21.73% examples, 734017 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:55,313 : INFO : EPOCH 19 - PROGRESS: at 22.09% examples, 733913 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:56,317 : INFO : EPOCH 19 - PROGRESS: at 22.44% examples, 734034 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:57,318 : INFO : EPOCH 19 - PROGRESS: at 22.80% examples, 733878 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:58,325 : INFO : EPOCH 19 - PROGRESS: at 23.15% examples, 733981 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:52:59,339 : INFO : EPOCH 19 - PROGRESS: at 23.53% examples, 733766 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:00,345 : INFO : EPOCH 19 - PROGRESS: at 23.89% examples, 733687 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:01,353 : INFO : EPOCH 19 - PROGRESS: at 24.26% examples, 733715 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:02,362 : INFO : EPOCH 19 - PROGRESS: at 24.64% examples, 733568 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:03,371 : INFO : EPOCH 19 - PROGRESS: at 24.99% examples, 733398 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:53:04,374 : INFO : EPOCH 19 - PROGRESS: at 25.36% examples, 733532 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:05,381 : INFO : EPOCH 19 - PROGRESS: at 25.71% examples, 733621 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:06,387 : INFO : EPOCH 19 - PROGRESS: at 26.05% examples, 733765 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:07,387 : INFO : EPOCH 19 - PROGRESS: at 26.40% examples, 733726 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:08,396 : INFO : EPOCH 19 - PROGRESS: at 26.76% examples, 733735 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:09,410 : INFO : EPOCH 19 - PROGRESS: at 27.14% examples, 733626 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:53:10,423 : INFO : EPOCH 19 - PROGRESS: at 27.48% examples, 733725 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:11,442 : INFO : EPOCH 19 - PROGRESS: at 27.84% examples, 733809 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:12,454 : INFO : EPOCH 19 - PROGRESS: at 28.22% examples, 733850 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:13,455 : INFO : EPOCH 19 - PROGRESS: at 28.55% examples, 733915 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:14,470 : INFO : EPOCH 19 - PROGRESS: at 28.91% examples, 733993 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:15,478 : INFO : EPOCH 19 - PROGRESS: at 29.27% examples, 734027 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:16,480 : INFO : EPOCH 19 - PROGRESS: at 29.62% examples, 734107 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:17,481 : INFO : EPOCH 19 - PROGRESS: at 29.99% examples, 734155 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:18,483 : INFO : EPOCH 19 - PROGRESS: at 30.35% examples, 734186 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:19,492 : INFO : EPOCH 19 - PROGRESS: at 30.69% examples, 734148 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:20,501 : INFO : EPOCH 19 - PROGRESS: at 31.06% examples, 734101 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:21,511 : INFO : EPOCH 19 - PROGRESS: at 31.41% examples, 734236 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:22,523 : INFO : EPOCH 19 - PROGRESS: at 31.80% examples, 734216 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:23,528 : INFO : EPOCH 19 - PROGRESS: at 32.19% examples, 734214 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:24,545 : INFO : EPOCH 19 - PROGRESS: at 32.57% examples, 734061 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:25,545 : INFO : EPOCH 19 - PROGRESS: at 32.92% examples, 734176 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:26,553 : INFO : EPOCH 19 - PROGRESS: at 33.27% examples, 734097 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:27,558 : INFO : EPOCH 19 - PROGRESS: at 33.63% examples, 734259 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:28,571 : INFO : EPOCH 19 - PROGRESS: at 33.99% examples, 734255 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:29,579 : INFO : EPOCH 19 - PROGRESS: at 34.35% examples, 734331 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:30,581 : INFO : EPOCH 19 - PROGRESS: at 34.71% examples, 734287 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:53:31,583 : INFO : EPOCH 19 - PROGRESS: at 35.06% examples, 734224 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:53:32,599 : INFO : EPOCH 19 - PROGRESS: at 35.43% examples, 734237 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:33,606 : INFO : EPOCH 19 - PROGRESS: at 35.78% examples, 734272 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:34,609 : INFO : EPOCH 19 - PROGRESS: at 36.14% examples, 734359 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:35,612 : INFO : EPOCH 19 - PROGRESS: at 36.51% examples, 734280 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:53:36,620 : INFO : EPOCH 19 - PROGRESS: at 36.89% examples, 734237 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:37,626 : INFO : EPOCH 19 - PROGRESS: at 37.22% examples, 734296 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:38,627 : INFO : EPOCH 19 - PROGRESS: at 37.56% examples, 734118 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:53:39,647 : INFO : EPOCH 19 - PROGRESS: at 37.89% examples, 733451 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:53:40,652 : INFO : EPOCH 19 - PROGRESS: at 38.22% examples, 732762 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:53:41,657 : INFO : EPOCH 19 - PROGRESS: at 38.53% examples, 732233 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:42,661 : INFO : EPOCH 19 - PROGRESS: at 38.86% examples, 731618 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:43,664 : INFO : EPOCH 19 - PROGRESS: at 39.18% examples, 731056 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:44,677 : INFO : EPOCH 19 - PROGRESS: at 39.52% examples, 730396 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:45,685 : INFO : EPOCH 19 - PROGRESS: at 39.84% examples, 729834 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:46,689 : INFO : EPOCH 19 - PROGRESS: at 40.17% examples, 729230 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:47,694 : INFO : EPOCH 19 - PROGRESS: at 40.50% examples, 728722 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:48,706 : INFO : EPOCH 19 - PROGRESS: at 40.80% examples, 728132 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:49,708 : INFO : EPOCH 19 - PROGRESS: at 41.13% examples, 727636 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:50,726 : INFO : EPOCH 19 - PROGRESS: at 41.47% examples, 727096 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:51,739 : INFO : EPOCH 19 - PROGRESS: at 41.80% examples, 726607 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:52,746 : INFO : EPOCH 19 - PROGRESS: at 42.13% examples, 726092 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:53,752 : INFO : EPOCH 19 - PROGRESS: at 42.46% examples, 725498 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:54,769 : INFO : EPOCH 19 - PROGRESS: at 42.78% examples, 725007 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:55,782 : INFO : EPOCH 19 - PROGRESS: at 43.12% examples, 724553 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:56,788 : INFO : EPOCH 19 - PROGRESS: at 43.45% examples, 724001 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:57,792 : INFO : EPOCH 19 - PROGRESS: at 43.79% examples, 723568 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:53:58,792 : INFO : EPOCH 19 - PROGRESS: at 44.10% examples, 723078 words/s, in_qsize 7, out_qsize 1
2020-07-24 03:53:59,795 : INFO : EPOCH 19 - PROGRESS: at 44.44% examples, 722594 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:00,797 : INFO : EPOCH 19 - PROGRESS: at 44.76% examples, 722162 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:01,807 : INFO : EPOCH 19 - PROGRESS: at 45.07% examples, 721682 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:02,814 : INFO : EPOCH 19 - PROGRESS: at 45.41% examples, 721280 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:03,820 : INFO : EPOCH 19 - PROGRESS: at 45.72% examples, 720896 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:04,821 : INFO : EPOCH 19 - PROGRESS: at 46.04% examples, 720484 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:05,822 : INFO : EPOCH 19 - PROGRESS: at 46.36% examples, 720036 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:06,824 : INFO : EPOCH 19 - PROGRESS: at 46.69% examples, 719595 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:07,835 : INFO : EPOCH 19 - PROGRESS: at 47.00% examples, 719199 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:08,853 : INFO : EPOCH 19 - PROGRESS: at 47.33% examples, 718734 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:09,865 : INFO : EPOCH 19 - PROGRESS: at 47.66% examples, 718383 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:10,867 : INFO : EPOCH 19 - PROGRESS: at 48.00% examples, 718109 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:11,871 : INFO : EPOCH 19 - PROGRESS: at 48.28% examples, 717663 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:12,878 : INFO : EPOCH 19 - PROGRESS: at 48.62% examples, 717300 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:13,887 : INFO : EPOCH 19 - PROGRESS: at 48.94% examples, 716930 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:14,895 : INFO : EPOCH 19 - PROGRESS: at 49.25% examples, 716624 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:15,896 : INFO : EPOCH 19 - PROGRESS: at 49.57% examples, 716229 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:16,901 : INFO : EPOCH 19 - PROGRESS: at 49.88% examples, 715880 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:17,911 : INFO : EPOCH 19 - PROGRESS: at 50.20% examples, 715533 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:18,911 : INFO : EPOCH 19 - PROGRESS: at 50.52% examples, 714926 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:19,919 : INFO : EPOCH 19 - PROGRESS: at 50.82% examples, 714455 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:20,932 : INFO : EPOCH 19 - PROGRESS: at 51.13% examples, 713861 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:54:21,936 : INFO : EPOCH 19 - PROGRESS: at 51.40% examples, 712970 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:22,944 : INFO : EPOCH 19 - PROGRESS: at 51.73% examples, 712677 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:54:23,957 : INFO : EPOCH 19 - PROGRESS: at 52.08% examples, 712848 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:24,961 : INFO : EPOCH 19 - PROGRESS: at 52.43% examples, 712991 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:25,962 : INFO : EPOCH 19 - PROGRESS: at 52.78% examples, 713090 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:26,965 : INFO : EPOCH 19 - PROGRESS: at 53.15% examples, 713250 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:27,965 : INFO : EPOCH 19 - PROGRESS: at 53.49% examples, 713400 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:28,969 : INFO : EPOCH 19 - PROGRESS: at 53.82% examples, 713569 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:29,971 : INFO : EPOCH 19 - PROGRESS: at 54.20% examples, 713695 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:30,974 : INFO : EPOCH 19 - PROGRESS: at 54.56% examples, 713748 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:31,991 : INFO : EPOCH 19 - PROGRESS: at 54.92% examples, 713826 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:32,995 : INFO : EPOCH 19 - PROGRESS: at 55.28% examples, 714013 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:33,997 : INFO : EPOCH 19 - PROGRESS: at 55.63% examples, 714104 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:35,001 : INFO : EPOCH 19 - PROGRESS: at 55.97% examples, 714205 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:36,007 : INFO : EPOCH 19 - PROGRESS: at 56.32% examples, 714287 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:54:37,010 : INFO : EPOCH 19 - PROGRESS: at 56.68% examples, 714467 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:38,018 : INFO : EPOCH 19 - PROGRESS: at 57.05% examples, 714522 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:39,029 : INFO : EPOCH 19 - PROGRESS: at 57.43% examples, 714586 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:40,042 : INFO : EPOCH 19 - PROGRESS: at 57.78% examples, 714688 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:41,055 : INFO : EPOCH 19 - PROGRESS: at 58.15% examples, 714778 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:42,066 : INFO : EPOCH 19 - PROGRESS: at 58.52% examples, 714898 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:54:43,077 : INFO : EPOCH 19 - PROGRESS: at 58.87% examples, 714963 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:44,077 : INFO : EPOCH 19 - PROGRESS: at 59.23% examples, 714827 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:45,077 : INFO : EPOCH 19 - PROGRESS: at 59.58% examples, 714500 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:46,083 : INFO : EPOCH 19 - PROGRESS: at 59.91% examples, 714174 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:47,085 : INFO : EPOCH 19 - PROGRESS: at 60.23% examples, 713941 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:54:48,096 : INFO : EPOCH 19 - PROGRESS: at 60.55% examples, 713657 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:54:49,102 : INFO : EPOCH 19 - PROGRESS: at 60.87% examples, 713392 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:50,113 : INFO : EPOCH 19 - PROGRESS: at 61.21% examples, 713115 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:51,132 : INFO : EPOCH 19 - PROGRESS: at 61.51% examples, 712871 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:52,157 : INFO : EPOCH 19 - PROGRESS: at 61.85% examples, 712559 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:53,157 : INFO : EPOCH 19 - PROGRESS: at 62.17% examples, 712362 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:54:54,174 : INFO : EPOCH 19 - PROGRESS: at 62.48% examples, 712126 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:55,194 : INFO : EPOCH 19 - PROGRESS: at 62.80% examples, 711877 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:56,205 : INFO : EPOCH 19 - PROGRESS: at 63.14% examples, 711621 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:57,221 : INFO : EPOCH 19 - PROGRESS: at 63.48% examples, 711343 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:58,237 : INFO : EPOCH 19 - PROGRESS: at 63.79% examples, 711076 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:54:59,237 : INFO : EPOCH 19 - PROGRESS: at 64.11% examples, 710896 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:00,245 : INFO : EPOCH 19 - PROGRESS: at 64.42% examples, 710618 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:01,264 : INFO : EPOCH 19 - PROGRESS: at 64.74% examples, 710392 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:02,265 : INFO : EPOCH 19 - PROGRESS: at 65.03% examples, 710190 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:03,267 : INFO : EPOCH 19 - PROGRESS: at 65.38% examples, 709926 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:04,270 : INFO : EPOCH 19 - PROGRESS: at 65.70% examples, 709674 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:05,290 : INFO : EPOCH 19 - PROGRESS: at 66.05% examples, 709419 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:06,297 : INFO : EPOCH 19 - PROGRESS: at 66.35% examples, 709220 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:55:07,299 : INFO : EPOCH 19 - PROGRESS: at 66.68% examples, 709033 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:08,300 : INFO : EPOCH 19 - PROGRESS: at 67.00% examples, 708823 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:09,306 : INFO : EPOCH 19 - PROGRESS: at 67.34% examples, 708635 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:10,312 : INFO : EPOCH 19 - PROGRESS: at 67.68% examples, 708401 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:11,322 : INFO : EPOCH 19 - PROGRESS: at 68.01% examples, 708177 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:12,325 : INFO : EPOCH 19 - PROGRESS: at 68.32% examples, 708044 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:13,342 : INFO : EPOCH 19 - PROGRESS: at 68.64% examples, 707798 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:55:14,371 : INFO : EPOCH 19 - PROGRESS: at 69.00% examples, 707601 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:15,376 : INFO : EPOCH 19 - PROGRESS: at 69.31% examples, 707405 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:55:16,378 : INFO : EPOCH 19 - PROGRESS: at 69.63% examples, 707220 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:17,378 : INFO : EPOCH 19 - PROGRESS: at 69.95% examples, 707071 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:18,386 : INFO : EPOCH 19 - PROGRESS: at 70.29% examples, 706862 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:55:19,396 : INFO : EPOCH 19 - PROGRESS: at 70.64% examples, 706636 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:20,404 : INFO : EPOCH 19 - PROGRESS: at 70.96% examples, 706413 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:55:21,418 : INFO : EPOCH 19 - PROGRESS: at 71.27% examples, 706233 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:22,420 : INFO : EPOCH 19 - PROGRESS: at 71.57% examples, 706103 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:55:23,429 : INFO : EPOCH 19 - PROGRESS: at 71.89% examples, 705865 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:24,435 : INFO : EPOCH 19 - PROGRESS: at 72.22% examples, 705713 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:55:25,450 : INFO : EPOCH 19 - PROGRESS: at 72.55% examples, 705515 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:26,464 : INFO : EPOCH 19 - PROGRESS: at 72.87% examples, 705329 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:27,465 : INFO : EPOCH 19 - PROGRESS: at 73.19% examples, 705171 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:28,466 : INFO : EPOCH 19 - PROGRESS: at 73.52% examples, 704940 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:29,469 : INFO : EPOCH 19 - PROGRESS: at 73.86% examples, 704760 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:30,478 : INFO : EPOCH 19 - PROGRESS: at 74.16% examples, 704553 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:31,488 : INFO : EPOCH 19 - PROGRESS: at 74.48% examples, 704411 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:32,493 : INFO : EPOCH 19 - PROGRESS: at 74.80% examples, 704254 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:33,510 : INFO : EPOCH 19 - PROGRESS: at 75.13% examples, 704094 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:34,515 : INFO : EPOCH 19 - PROGRESS: at 75.43% examples, 704003 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:35,518 : INFO : EPOCH 19 - PROGRESS: at 75.76% examples, 703810 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:36,522 : INFO : EPOCH 19 - PROGRESS: at 76.08% examples, 703705 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:37,526 : INFO : EPOCH 19 - PROGRESS: at 76.42% examples, 703521 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:38,530 : INFO : EPOCH 19 - PROGRESS: at 76.74% examples, 703361 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:39,530 : INFO : EPOCH 19 - PROGRESS: at 77.07% examples, 703184 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:55:40,532 : INFO : EPOCH 19 - PROGRESS: at 77.39% examples, 703022 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:41,547 : INFO : EPOCH 19 - PROGRESS: at 77.70% examples, 702856 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:42,549 : INFO : EPOCH 19 - PROGRESS: at 78.02% examples, 702699 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:43,571 : INFO : EPOCH 19 - PROGRESS: at 78.35% examples, 702528 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:44,581 : INFO : EPOCH 19 - PROGRESS: at 78.67% examples, 702418 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:45,583 : INFO : EPOCH 19 - PROGRESS: at 79.01% examples, 702194 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:46,589 : INFO : EPOCH 19 - PROGRESS: at 79.32% examples, 702006 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:47,596 : INFO : EPOCH 19 - PROGRESS: at 79.67% examples, 701867 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:48,613 : INFO : EPOCH 19 - PROGRESS: at 80.00% examples, 701727 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:49,614 : INFO : EPOCH 19 - PROGRESS: at 80.32% examples, 701622 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:50,622 : INFO : EPOCH 19 - PROGRESS: at 80.61% examples, 701427 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:51,626 : INFO : EPOCH 19 - PROGRESS: at 80.92% examples, 701309 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:52,632 : INFO : EPOCH 19 - PROGRESS: at 81.31% examples, 701153 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:53,643 : INFO : EPOCH 19 - PROGRESS: at 81.64% examples, 700965 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:55:54,647 : INFO : EPOCH 19 - PROGRESS: at 81.96% examples, 700862 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:55,651 : INFO : EPOCH 19 - PROGRESS: at 82.27% examples, 700726 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:56,656 : INFO : EPOCH 19 - PROGRESS: at 82.62% examples, 700587 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:57,660 : INFO : EPOCH 19 - PROGRESS: at 82.95% examples, 700436 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:58,674 : INFO : EPOCH 19 - PROGRESS: at 83.26% examples, 700280 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:55:59,684 : INFO : EPOCH 19 - PROGRESS: at 83.61% examples, 700148 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:56:00,686 : INFO : EPOCH 19 - PROGRESS: at 83.94% examples, 699927 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:01,686 : INFO : EPOCH 19 - PROGRESS: at 84.28% examples, 699789 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:02,697 : INFO : EPOCH 19 - PROGRESS: at 84.61% examples, 699660 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:03,708 : INFO : EPOCH 19 - PROGRESS: at 84.92% examples, 699509 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:04,723 : INFO : EPOCH 19 - PROGRESS: at 85.25% examples, 699412 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:56:05,726 : INFO : EPOCH 19 - PROGRESS: at 85.54% examples, 699311 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:56:06,728 : INFO : EPOCH 19 - PROGRESS: at 85.86% examples, 699200 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:07,732 : INFO : EPOCH 19 - PROGRESS: at 86.17% examples, 699073 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:08,739 : INFO : EPOCH 19 - PROGRESS: at 86.48% examples, 698970 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:09,772 : INFO : EPOCH 19 - PROGRESS: at 86.80% examples, 698842 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:10,778 : INFO : EPOCH 19 - PROGRESS: at 87.14% examples, 698726 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:11,792 : INFO : EPOCH 19 - PROGRESS: at 87.46% examples, 698555 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:56:12,792 : INFO : EPOCH 19 - PROGRESS: at 87.78% examples, 698456 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:13,806 : INFO : EPOCH 19 - PROGRESS: at 88.12% examples, 698311 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:14,814 : INFO : EPOCH 19 - PROGRESS: at 88.44% examples, 698178 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:15,819 : INFO : EPOCH 19 - PROGRESS: at 88.76% examples, 698051 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:16,827 : INFO : EPOCH 19 - PROGRESS: at 89.04% examples, 697973 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:17,830 : INFO : EPOCH 19 - PROGRESS: at 89.38% examples, 697847 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:56:18,845 : INFO : EPOCH 19 - PROGRESS: at 89.68% examples, 697725 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:56:19,846 : INFO : EPOCH 19 - PROGRESS: at 90.03% examples, 697579 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:20,854 : INFO : EPOCH 19 - PROGRESS: at 90.37% examples, 697430 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:21,864 : INFO : EPOCH 19 - PROGRESS: at 90.71% examples, 697317 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:22,875 : INFO : EPOCH 19 - PROGRESS: at 91.02% examples, 697199 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:23,879 : INFO : EPOCH 19 - PROGRESS: at 91.31% examples, 697091 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:24,897 : INFO : EPOCH 19 - PROGRESS: at 91.64% examples, 696957 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:25,902 : INFO : EPOCH 19 - PROGRESS: at 91.99% examples, 696793 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:56:26,921 : INFO : EPOCH 19 - PROGRESS: at 92.32% examples, 696667 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:27,922 : INFO : EPOCH 19 - PROGRESS: at 92.62% examples, 696596 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:28,938 : INFO : EPOCH 19 - PROGRESS: at 92.94% examples, 696491 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:29,954 : INFO : EPOCH 19 - PROGRESS: at 93.28% examples, 696339 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:30,957 : INFO : EPOCH 19 - PROGRESS: at 93.63% examples, 696216 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:56:31,962 : INFO : EPOCH 19 - PROGRESS: at 93.95% examples, 696114 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:32,969 : INFO : EPOCH 19 - PROGRESS: at 94.26% examples, 696046 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:33,985 : INFO : EPOCH 19 - PROGRESS: at 94.59% examples, 695962 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:34,995 : INFO : EPOCH 19 - PROGRESS: at 94.94% examples, 695852 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:35,996 : INFO : EPOCH 19 - PROGRESS: at 95.27% examples, 695775 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:37,009 : INFO : EPOCH 19 - PROGRESS: at 95.57% examples, 695692 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:38,021 : INFO : EPOCH 19 - PROGRESS: at 95.89% examples, 695548 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:39,038 : INFO : EPOCH 19 - PROGRESS: at 96.22% examples, 695477 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:40,049 : INFO : EPOCH 19 - PROGRESS: at 96.54% examples, 695374 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:56:41,054 : INFO : EPOCH 19 - PROGRESS: at 96.86% examples, 695281 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:42,066 : INFO : EPOCH 19 - PROGRESS: at 97.20% examples, 695149 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:43,074 : INFO : EPOCH 19 - PROGRESS: at 97.53% examples, 695044 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:44,080 : INFO : EPOCH 19 - PROGRESS: at 97.84% examples, 694922 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:45,093 : INFO : EPOCH 19 - PROGRESS: at 98.17% examples, 694796 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:46,100 : INFO : EPOCH 19 - PROGRESS: at 98.51% examples, 694667 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:47,107 : INFO : EPOCH 19 - PROGRESS: at 98.84% examples, 694575 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:56:48,117 : INFO : EPOCH 19 - PROGRESS: at 99.18% examples, 694479 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:49,119 : INFO : EPOCH 19 - PROGRESS: at 99.51% examples, 694340 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:50,134 : INFO : EPOCH 19 - PROGRESS: at 99.79% examples, 694299 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:50,780 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 03:56:50,792 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 03:56:50,794 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 03:56:50,799 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 03:56:50,799 : INFO : EPOCH - 19 : training on 265612569 raw words (206858438 effective words) took 298.0s, 694252 effective words/s
2020-07-24 03:56:51,813 : INFO : EPOCH 20 - PROGRESS: at 0.30% examples, 630722 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:52,813 : INFO : EPOCH 20 - PROGRESS: at 0.64% examples, 645447 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:53,817 : INFO : EPOCH 20 - PROGRESS: at 0.94% examples, 651766 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:54,827 : INFO : EPOCH 20 - PROGRESS: at 1.25% examples, 653659 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:55,829 : INFO : EPOCH 20 - PROGRESS: at 1.58% examples, 653699 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:56,846 : INFO : EPOCH 20 - PROGRESS: at 1.91% examples, 656085 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:56:57,850 : INFO : EPOCH 20 - PROGRESS: at 2.23% examples, 657396 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:58,860 : INFO : EPOCH 20 - PROGRESS: at 2.50% examples, 655922 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:56:59,863 : INFO : EPOCH 20 - PROGRESS: at 2.82% examples, 653122 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:00,874 : INFO : EPOCH 20 - PROGRESS: at 3.11% examples, 650320 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:01,876 : INFO : EPOCH 20 - PROGRESS: at 3.39% examples, 642854 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:02,880 : INFO : EPOCH 20 - PROGRESS: at 3.69% examples, 644137 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:03,889 : INFO : EPOCH 20 - PROGRESS: at 4.04% examples, 650643 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:04,900 : INFO : EPOCH 20 - PROGRESS: at 4.38% examples, 655969 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:05,910 : INFO : EPOCH 20 - PROGRESS: at 4.76% examples, 661164 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:06,914 : INFO : EPOCH 20 - PROGRESS: at 5.10% examples, 664477 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:07,922 : INFO : EPOCH 20 - PROGRESS: at 5.47% examples, 668387 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:08,924 : INFO : EPOCH 20 - PROGRESS: at 5.81% examples, 671671 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:09,924 : INFO : EPOCH 20 - PROGRESS: at 6.17% examples, 674540 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:10,925 : INFO : EPOCH 20 - PROGRESS: at 6.51% examples, 676790 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:11,943 : INFO : EPOCH 20 - PROGRESS: at 6.86% examples, 679368 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:57:12,957 : INFO : EPOCH 20 - PROGRESS: at 7.22% examples, 681302 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:13,962 : INFO : EPOCH 20 - PROGRESS: at 7.55% examples, 683997 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:14,967 : INFO : EPOCH 20 - PROGRESS: at 7.90% examples, 685685 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:15,967 : INFO : EPOCH 20 - PROGRESS: at 8.23% examples, 687617 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:16,982 : INFO : EPOCH 20 - PROGRESS: at 8.61% examples, 688812 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:57:17,984 : INFO : EPOCH 20 - PROGRESS: at 8.97% examples, 690539 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:18,991 : INFO : EPOCH 20 - PROGRESS: at 9.33% examples, 691366 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:19,992 : INFO : EPOCH 20 - PROGRESS: at 9.69% examples, 692579 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:20,992 : INFO : EPOCH 20 - PROGRESS: at 10.01% examples, 693621 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:21,992 : INFO : EPOCH 20 - PROGRESS: at 10.38% examples, 694744 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:23,008 : INFO : EPOCH 20 - PROGRESS: at 10.75% examples, 695640 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:24,018 : INFO : EPOCH 20 - PROGRESS: at 11.10% examples, 696977 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:25,019 : INFO : EPOCH 20 - PROGRESS: at 11.47% examples, 697623 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:26,025 : INFO : EPOCH 20 - PROGRESS: at 11.83% examples, 698421 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:57:27,028 : INFO : EPOCH 20 - PROGRESS: at 12.18% examples, 699183 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:28,047 : INFO : EPOCH 20 - PROGRESS: at 12.55% examples, 699860 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:29,063 : INFO : EPOCH 20 - PROGRESS: at 12.90% examples, 700603 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:57:30,065 : INFO : EPOCH 20 - PROGRESS: at 13.26% examples, 701410 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:31,067 : INFO : EPOCH 20 - PROGRESS: at 13.61% examples, 702311 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:32,076 : INFO : EPOCH 20 - PROGRESS: at 13.97% examples, 703048 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:33,090 : INFO : EPOCH 20 - PROGRESS: at 14.33% examples, 703557 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:34,092 : INFO : EPOCH 20 - PROGRESS: at 14.69% examples, 704298 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:35,101 : INFO : EPOCH 20 - PROGRESS: at 15.04% examples, 704774 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:36,106 : INFO : EPOCH 20 - PROGRESS: at 15.39% examples, 705267 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:37,126 : INFO : EPOCH 20 - PROGRESS: at 15.76% examples, 705554 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:38,135 : INFO : EPOCH 20 - PROGRESS: at 16.12% examples, 706204 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:57:39,145 : INFO : EPOCH 20 - PROGRESS: at 16.48% examples, 706595 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:57:40,163 : INFO : EPOCH 20 - PROGRESS: at 16.83% examples, 706907 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:41,167 : INFO : EPOCH 20 - PROGRESS: at 17.17% examples, 707341 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:42,177 : INFO : EPOCH 20 - PROGRESS: at 17.51% examples, 707835 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:57:43,183 : INFO : EPOCH 20 - PROGRESS: at 17.87% examples, 708198 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:44,193 : INFO : EPOCH 20 - PROGRESS: at 18.23% examples, 708587 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:45,195 : INFO : EPOCH 20 - PROGRESS: at 18.60% examples, 709041 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:46,200 : INFO : EPOCH 20 - PROGRESS: at 18.95% examples, 709260 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:47,206 : INFO : EPOCH 20 - PROGRESS: at 19.28% examples, 709768 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:48,211 : INFO : EPOCH 20 - PROGRESS: at 19.65% examples, 710075 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:49,217 : INFO : EPOCH 20 - PROGRESS: at 20.02% examples, 710353 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:50,228 : INFO : EPOCH 20 - PROGRESS: at 20.36% examples, 710565 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:51,237 : INFO : EPOCH 20 - PROGRESS: at 20.72% examples, 710949 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:52,250 : INFO : EPOCH 20 - PROGRESS: at 21.04% examples, 711389 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:53,251 : INFO : EPOCH 20 - PROGRESS: at 21.39% examples, 711825 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:54,255 : INFO : EPOCH 20 - PROGRESS: at 21.77% examples, 711928 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:55,262 : INFO : EPOCH 20 - PROGRESS: at 22.12% examples, 712223 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:56,272 : INFO : EPOCH 20 - PROGRESS: at 22.47% examples, 712524 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:57,275 : INFO : EPOCH 20 - PROGRESS: at 22.83% examples, 712794 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:57:58,281 : INFO : EPOCH 20 - PROGRESS: at 23.18% examples, 713181 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:57:59,281 : INFO : EPOCH 20 - PROGRESS: at 23.55% examples, 713267 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:00,282 : INFO : EPOCH 20 - PROGRESS: at 23.92% examples, 713430 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:01,284 : INFO : EPOCH 20 - PROGRESS: at 24.27% examples, 713594 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:02,289 : INFO : EPOCH 20 - PROGRESS: at 24.65% examples, 713733 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:03,300 : INFO : EPOCH 20 - PROGRESS: at 25.01% examples, 713967 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:58:04,312 : INFO : EPOCH 20 - PROGRESS: at 25.37% examples, 714109 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:05,314 : INFO : EPOCH 20 - PROGRESS: at 25.72% examples, 714356 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:06,318 : INFO : EPOCH 20 - PROGRESS: at 26.05% examples, 714595 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:07,322 : INFO : EPOCH 20 - PROGRESS: at 26.40% examples, 714764 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:58:08,332 : INFO : EPOCH 20 - PROGRESS: at 26.76% examples, 714909 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:09,347 : INFO : EPOCH 20 - PROGRESS: at 27.14% examples, 715148 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:10,352 : INFO : EPOCH 20 - PROGRESS: at 27.48% examples, 715339 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:11,361 : INFO : EPOCH 20 - PROGRESS: at 27.82% examples, 715558 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:12,374 : INFO : EPOCH 20 - PROGRESS: at 28.20% examples, 715700 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:13,376 : INFO : EPOCH 20 - PROGRESS: at 28.53% examples, 715945 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:14,379 : INFO : EPOCH 20 - PROGRESS: at 28.88% examples, 716113 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:15,394 : INFO : EPOCH 20 - PROGRESS: at 29.23% examples, 716237 words/s, in_qsize 6, out_qsize 1
2020-07-24 03:58:16,405 : INFO : EPOCH 20 - PROGRESS: at 29.59% examples, 716376 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:17,421 : INFO : EPOCH 20 - PROGRESS: at 29.95% examples, 716500 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:18,425 : INFO : EPOCH 20 - PROGRESS: at 30.32% examples, 716751 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:19,427 : INFO : EPOCH 20 - PROGRESS: at 30.66% examples, 716941 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:20,427 : INFO : EPOCH 20 - PROGRESS: at 31.02% examples, 716983 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:21,446 : INFO : EPOCH 20 - PROGRESS: at 31.37% examples, 717135 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:22,453 : INFO : EPOCH 20 - PROGRESS: at 31.74% examples, 717252 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:23,455 : INFO : EPOCH 20 - PROGRESS: at 32.12% examples, 717233 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:24,462 : INFO : EPOCH 20 - PROGRESS: at 32.50% examples, 717372 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:25,464 : INFO : EPOCH 20 - PROGRESS: at 32.85% examples, 717502 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:26,465 : INFO : EPOCH 20 - PROGRESS: at 33.19% examples, 717652 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:27,472 : INFO : EPOCH 20 - PROGRESS: at 33.56% examples, 717867 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:28,476 : INFO : EPOCH 20 - PROGRESS: at 33.93% examples, 717980 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:29,499 : INFO : EPOCH 20 - PROGRESS: at 34.26% examples, 718060 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:30,507 : INFO : EPOCH 20 - PROGRESS: at 34.63% examples, 718195 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:31,515 : INFO : EPOCH 20 - PROGRESS: at 34.98% examples, 718245 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:32,518 : INFO : EPOCH 20 - PROGRESS: at 35.33% examples, 718297 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:33,521 : INFO : EPOCH 20 - PROGRESS: at 35.69% examples, 718422 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:58:34,525 : INFO : EPOCH 20 - PROGRESS: at 36.04% examples, 718463 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:58:35,534 : INFO : EPOCH 20 - PROGRESS: at 36.40% examples, 718599 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:36,545 : INFO : EPOCH 20 - PROGRESS: at 36.79% examples, 718579 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:37,548 : INFO : EPOCH 20 - PROGRESS: at 37.13% examples, 718735 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:38,549 : INFO : EPOCH 20 - PROGRESS: at 37.48% examples, 718785 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:39,552 : INFO : EPOCH 20 - PROGRESS: at 37.83% examples, 718980 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:40,553 : INFO : EPOCH 20 - PROGRESS: at 38.19% examples, 719094 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:41,561 : INFO : EPOCH 20 - PROGRESS: at 38.53% examples, 719292 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:42,563 : INFO : EPOCH 20 - PROGRESS: at 38.88% examples, 719339 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:43,580 : INFO : EPOCH 20 - PROGRESS: at 39.24% examples, 719397 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:44,586 : INFO : EPOCH 20 - PROGRESS: at 39.60% examples, 719470 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:45,613 : INFO : EPOCH 20 - PROGRESS: at 39.96% examples, 719503 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:46,618 : INFO : EPOCH 20 - PROGRESS: at 40.34% examples, 719632 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:58:47,637 : INFO : EPOCH 20 - PROGRESS: at 40.67% examples, 719644 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:48,648 : INFO : EPOCH 20 - PROGRESS: at 41.03% examples, 719796 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:49,652 : INFO : EPOCH 20 - PROGRESS: at 41.39% examples, 719813 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:50,655 : INFO : EPOCH 20 - PROGRESS: at 41.75% examples, 719875 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:58:51,660 : INFO : EPOCH 20 - PROGRESS: at 42.11% examples, 719890 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:52,665 : INFO : EPOCH 20 - PROGRESS: at 42.46% examples, 719942 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:53,688 : INFO : EPOCH 20 - PROGRESS: at 42.82% examples, 720035 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:54,697 : INFO : EPOCH 20 - PROGRESS: at 43.20% examples, 720127 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:55,704 : INFO : EPOCH 20 - PROGRESS: at 43.56% examples, 720115 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:56,711 : INFO : EPOCH 20 - PROGRESS: at 43.93% examples, 720185 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:57,715 : INFO : EPOCH 20 - PROGRESS: at 44.27% examples, 720214 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:58,741 : INFO : EPOCH 20 - PROGRESS: at 44.63% examples, 720253 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:58:59,744 : INFO : EPOCH 20 - PROGRESS: at 45.00% examples, 720322 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:00,749 : INFO : EPOCH 20 - PROGRESS: at 45.34% examples, 720281 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:01,759 : INFO : EPOCH 20 - PROGRESS: at 45.68% examples, 720365 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:02,777 : INFO : EPOCH 20 - PROGRESS: at 46.04% examples, 720443 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:03,790 : INFO : EPOCH 20 - PROGRESS: at 46.39% examples, 720513 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:04,799 : INFO : EPOCH 20 - PROGRESS: at 46.76% examples, 720560 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:05,804 : INFO : EPOCH 20 - PROGRESS: at 47.09% examples, 720619 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:06,805 : INFO : EPOCH 20 - PROGRESS: at 47.45% examples, 720661 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:07,807 : INFO : EPOCH 20 - PROGRESS: at 47.81% examples, 720678 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:08,813 : INFO : EPOCH 20 - PROGRESS: at 48.16% examples, 720746 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:09,813 : INFO : EPOCH 20 - PROGRESS: at 48.51% examples, 720816 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:10,822 : INFO : EPOCH 20 - PROGRESS: at 48.85% examples, 720804 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:11,829 : INFO : EPOCH 20 - PROGRESS: at 49.18% examples, 720896 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:59:12,830 : INFO : EPOCH 20 - PROGRESS: at 49.55% examples, 720983 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:13,840 : INFO : EPOCH 20 - PROGRESS: at 49.89% examples, 721112 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:14,844 : INFO : EPOCH 20 - PROGRESS: at 50.24% examples, 721168 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:15,851 : INFO : EPOCH 20 - PROGRESS: at 50.61% examples, 721199 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:16,859 : INFO : EPOCH 20 - PROGRESS: at 50.96% examples, 721275 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:59:17,870 : INFO : EPOCH 20 - PROGRESS: at 51.28% examples, 721331 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:18,876 : INFO : EPOCH 20 - PROGRESS: at 51.66% examples, 721369 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:19,879 : INFO : EPOCH 20 - PROGRESS: at 52.01% examples, 721460 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:20,880 : INFO : EPOCH 20 - PROGRESS: at 52.34% examples, 721497 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:21,892 : INFO : EPOCH 20 - PROGRESS: at 52.70% examples, 721500 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:22,894 : INFO : EPOCH 20 - PROGRESS: at 53.05% examples, 721494 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:23,907 : INFO : EPOCH 20 - PROGRESS: at 53.41% examples, 721569 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:24,922 : INFO : EPOCH 20 - PROGRESS: at 53.74% examples, 721572 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:25,923 : INFO : EPOCH 20 - PROGRESS: at 54.10% examples, 721696 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:26,929 : INFO : EPOCH 20 - PROGRESS: at 54.46% examples, 721727 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:27,946 : INFO : EPOCH 20 - PROGRESS: at 54.82% examples, 721741 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:28,950 : INFO : EPOCH 20 - PROGRESS: at 55.18% examples, 721812 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:59:29,950 : INFO : EPOCH 20 - PROGRESS: at 55.53% examples, 721839 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:30,963 : INFO : EPOCH 20 - PROGRESS: at 55.88% examples, 721846 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:31,963 : INFO : EPOCH 20 - PROGRESS: at 56.22% examples, 721928 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:32,972 : INFO : EPOCH 20 - PROGRESS: at 56.58% examples, 721906 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:33,972 : INFO : EPOCH 20 - PROGRESS: at 56.94% examples, 721951 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:34,980 : INFO : EPOCH 20 - PROGRESS: at 57.30% examples, 722007 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:35,994 : INFO : EPOCH 20 - PROGRESS: at 57.67% examples, 722010 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:59:36,999 : INFO : EPOCH 20 - PROGRESS: at 58.06% examples, 722107 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:38,006 : INFO : EPOCH 20 - PROGRESS: at 58.40% examples, 722114 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:59:39,009 : INFO : EPOCH 20 - PROGRESS: at 58.75% examples, 721980 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:40,037 : INFO : EPOCH 20 - PROGRESS: at 59.10% examples, 721759 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:41,049 : INFO : EPOCH 20 - PROGRESS: at 59.47% examples, 721571 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:42,064 : INFO : EPOCH 20 - PROGRESS: at 59.78% examples, 720848 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:43,067 : INFO : EPOCH 20 - PROGRESS: at 60.10% examples, 720572 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:44,069 : INFO : EPOCH 20 - PROGRESS: at 60.46% examples, 720614 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:45,070 : INFO : EPOCH 20 - PROGRESS: at 60.79% examples, 720697 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:46,078 : INFO : EPOCH 20 - PROGRESS: at 61.17% examples, 720701 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:47,105 : INFO : EPOCH 20 - PROGRESS: at 61.50% examples, 720740 words/s, in_qsize 8, out_qsize 0
2020-07-24 03:59:48,118 : INFO : EPOCH 20 - PROGRESS: at 61.87% examples, 720766 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:49,126 : INFO : EPOCH 20 - PROGRESS: at 62.21% examples, 720801 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:50,127 : INFO : EPOCH 20 - PROGRESS: at 62.55% examples, 720900 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:51,129 : INFO : EPOCH 20 - PROGRESS: at 62.90% examples, 720953 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:52,154 : INFO : EPOCH 20 - PROGRESS: at 63.27% examples, 720919 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:53,159 : INFO : EPOCH 20 - PROGRESS: at 63.62% examples, 721017 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:54,164 : INFO : EPOCH 20 - PROGRESS: at 63.97% examples, 721033 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:55,175 : INFO : EPOCH 20 - PROGRESS: at 64.32% examples, 721077 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:56,177 : INFO : EPOCH 20 - PROGRESS: at 64.67% examples, 721119 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:57,188 : INFO : EPOCH 20 - PROGRESS: at 64.99% examples, 721206 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:58,196 : INFO : EPOCH 20 - PROGRESS: at 65.36% examples, 721196 words/s, in_qsize 7, out_qsize 0
2020-07-24 03:59:59,203 : INFO : EPOCH 20 - PROGRESS: at 65.72% examples, 721297 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:00,207 : INFO : EPOCH 20 - PROGRESS: at 66.10% examples, 721268 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:01,213 : INFO : EPOCH 20 - PROGRESS: at 66.42% examples, 721296 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:02,218 : INFO : EPOCH 20 - PROGRESS: at 66.78% examples, 721379 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:03,240 : INFO : EPOCH 20 - PROGRESS: at 67.14% examples, 721446 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:04,250 : INFO : EPOCH 20 - PROGRESS: at 67.53% examples, 721501 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:05,267 : INFO : EPOCH 20 - PROGRESS: at 67.89% examples, 721536 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:06,276 : INFO : EPOCH 20 - PROGRESS: at 68.24% examples, 721617 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:07,282 : INFO : EPOCH 20 - PROGRESS: at 68.58% examples, 721677 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:00:08,283 : INFO : EPOCH 20 - PROGRESS: at 68.96% examples, 721770 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:09,286 : INFO : EPOCH 20 - PROGRESS: at 69.31% examples, 721796 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:10,286 : INFO : EPOCH 20 - PROGRESS: at 69.64% examples, 721849 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:11,300 : INFO : EPOCH 20 - PROGRESS: at 70.00% examples, 721873 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:12,303 : INFO : EPOCH 20 - PROGRESS: at 70.37% examples, 721889 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:00:13,304 : INFO : EPOCH 20 - PROGRESS: at 70.76% examples, 721902 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:14,310 : INFO : EPOCH 20 - PROGRESS: at 71.10% examples, 721926 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:15,312 : INFO : EPOCH 20 - PROGRESS: at 71.43% examples, 722007 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:16,317 : INFO : EPOCH 20 - PROGRESS: at 71.77% examples, 722059 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:17,318 : INFO : EPOCH 20 - PROGRESS: at 72.11% examples, 722078 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:18,322 : INFO : EPOCH 20 - PROGRESS: at 72.48% examples, 722101 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:19,330 : INFO : EPOCH 20 - PROGRESS: at 72.83% examples, 722126 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:20,330 : INFO : EPOCH 20 - PROGRESS: at 73.18% examples, 722229 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:21,330 : INFO : EPOCH 20 - PROGRESS: at 73.54% examples, 722228 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:22,344 : INFO : EPOCH 20 - PROGRESS: at 73.90% examples, 722188 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:23,355 : INFO : EPOCH 20 - PROGRESS: at 74.23% examples, 722160 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:24,361 : INFO : EPOCH 20 - PROGRESS: at 74.58% examples, 722175 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:25,372 : INFO : EPOCH 20 - PROGRESS: at 74.95% examples, 722188 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:26,380 : INFO : EPOCH 20 - PROGRESS: at 75.28% examples, 722264 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:00:27,388 : INFO : EPOCH 20 - PROGRESS: at 75.61% examples, 722317 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:28,391 : INFO : EPOCH 20 - PROGRESS: at 75.98% examples, 722343 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:29,391 : INFO : EPOCH 20 - PROGRESS: at 76.35% examples, 722378 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:30,402 : INFO : EPOCH 20 - PROGRESS: at 76.69% examples, 722356 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:31,410 : INFO : EPOCH 20 - PROGRESS: at 77.02% examples, 722082 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:32,418 : INFO : EPOCH 20 - PROGRESS: at 77.35% examples, 721827 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:33,426 : INFO : EPOCH 20 - PROGRESS: at 77.65% examples, 721530 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:34,436 : INFO : EPOCH 20 - PROGRESS: at 77.96% examples, 721225 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:35,445 : INFO : EPOCH 20 - PROGRESS: at 78.29% examples, 720982 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:36,451 : INFO : EPOCH 20 - PROGRESS: at 78.61% examples, 720683 words/s, in_qsize 7, out_qsize 1
2020-07-24 04:00:37,458 : INFO : EPOCH 20 - PROGRESS: at 78.93% examples, 720417 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:38,461 : INFO : EPOCH 20 - PROGRESS: at 79.26% examples, 720165 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:39,463 : INFO : EPOCH 20 - PROGRESS: at 79.59% examples, 719916 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:40,463 : INFO : EPOCH 20 - PROGRESS: at 79.91% examples, 719681 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:41,469 : INFO : EPOCH 20 - PROGRESS: at 80.23% examples, 719408 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:42,485 : INFO : EPOCH 20 - PROGRESS: at 80.54% examples, 719109 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:43,488 : INFO : EPOCH 20 - PROGRESS: at 80.84% examples, 718895 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:44,508 : INFO : EPOCH 20 - PROGRESS: at 81.20% examples, 718619 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:45,513 : INFO : EPOCH 20 - PROGRESS: at 81.57% examples, 718359 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:46,520 : INFO : EPOCH 20 - PROGRESS: at 81.88% examples, 718112 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:47,539 : INFO : EPOCH 20 - PROGRESS: at 82.18% examples, 717863 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:48,549 : INFO : EPOCH 20 - PROGRESS: at 82.52% examples, 717609 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:49,568 : INFO : EPOCH 20 - PROGRESS: at 82.86% examples, 717377 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:50,572 : INFO : EPOCH 20 - PROGRESS: at 83.17% examples, 717201 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:51,575 : INFO : EPOCH 20 - PROGRESS: at 83.51% examples, 716953 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:52,582 : INFO : EPOCH 20 - PROGRESS: at 83.84% examples, 716696 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:53,584 : INFO : EPOCH 20 - PROGRESS: at 84.18% examples, 716431 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:54,585 : INFO : EPOCH 20 - PROGRESS: at 84.51% examples, 716233 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:55,587 : INFO : EPOCH 20 - PROGRESS: at 84.84% examples, 716013 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:56,594 : INFO : EPOCH 20 - PROGRESS: at 85.15% examples, 715817 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:57,617 : INFO : EPOCH 20 - PROGRESS: at 85.44% examples, 715632 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:00:58,635 : INFO : EPOCH 20 - PROGRESS: at 85.75% examples, 715428 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:00:59,643 : INFO : EPOCH 20 - PROGRESS: at 86.07% examples, 715222 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:00,648 : INFO : EPOCH 20 - PROGRESS: at 86.38% examples, 715066 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:01,650 : INFO : EPOCH 20 - PROGRESS: at 86.69% examples, 714826 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:02,652 : INFO : EPOCH 20 - PROGRESS: at 87.01% examples, 714613 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:01:03,656 : INFO : EPOCH 20 - PROGRESS: at 87.34% examples, 714445 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:04,659 : INFO : EPOCH 20 - PROGRESS: at 87.66% examples, 714206 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:05,660 : INFO : EPOCH 20 - PROGRESS: at 87.99% examples, 714005 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:01:06,665 : INFO : EPOCH 20 - PROGRESS: at 88.31% examples, 713768 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:01:07,666 : INFO : EPOCH 20 - PROGRESS: at 88.62% examples, 713567 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:08,667 : INFO : EPOCH 20 - PROGRESS: at 88.91% examples, 713367 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:09,681 : INFO : EPOCH 20 - PROGRESS: at 89.23% examples, 713149 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:10,684 : INFO : EPOCH 20 - PROGRESS: at 89.55% examples, 712943 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:11,685 : INFO : EPOCH 20 - PROGRESS: at 89.87% examples, 712745 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:12,687 : INFO : EPOCH 20 - PROGRESS: at 90.21% examples, 712538 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:13,699 : INFO : EPOCH 20 - PROGRESS: at 90.55% examples, 712309 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:14,714 : INFO : EPOCH 20 - PROGRESS: at 90.87% examples, 712077 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:15,716 : INFO : EPOCH 20 - PROGRESS: at 91.17% examples, 711930 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:16,734 : INFO : EPOCH 20 - PROGRESS: at 91.49% examples, 711743 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:17,737 : INFO : EPOCH 20 - PROGRESS: at 91.84% examples, 711581 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:18,752 : INFO : EPOCH 20 - PROGRESS: at 92.15% examples, 711349 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:19,757 : INFO : EPOCH 20 - PROGRESS: at 92.48% examples, 711214 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:20,760 : INFO : EPOCH 20 - PROGRESS: at 92.78% examples, 711043 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:21,776 : INFO : EPOCH 20 - PROGRESS: at 93.10% examples, 710831 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:22,787 : INFO : EPOCH 20 - PROGRESS: at 93.45% examples, 710637 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:23,793 : INFO : EPOCH 20 - PROGRESS: at 93.79% examples, 710478 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:24,805 : INFO : EPOCH 20 - PROGRESS: at 94.12% examples, 710273 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:25,808 : INFO : EPOCH 20 - PROGRESS: at 94.41% examples, 710111 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:26,817 : INFO : EPOCH 20 - PROGRESS: at 94.74% examples, 709918 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:27,830 : INFO : EPOCH 20 - PROGRESS: at 95.07% examples, 709742 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:28,838 : INFO : EPOCH 20 - PROGRESS: at 95.38% examples, 709563 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:29,842 : INFO : EPOCH 20 - PROGRESS: at 95.71% examples, 709440 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:30,846 : INFO : EPOCH 20 - PROGRESS: at 96.03% examples, 709283 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:31,855 : INFO : EPOCH 20 - PROGRESS: at 96.34% examples, 709115 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:32,878 : INFO : EPOCH 20 - PROGRESS: at 96.67% examples, 708932 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:33,882 : INFO : EPOCH 20 - PROGRESS: at 96.99% examples, 708761 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:34,897 : INFO : EPOCH 20 - PROGRESS: at 97.33% examples, 708619 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:35,908 : INFO : EPOCH 20 - PROGRESS: at 97.66% examples, 708459 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:36,922 : INFO : EPOCH 20 - PROGRESS: at 97.98% examples, 708279 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:37,922 : INFO : EPOCH 20 - PROGRESS: at 98.31% examples, 708102 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:38,929 : INFO : EPOCH 20 - PROGRESS: at 98.64% examples, 707904 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:39,942 : INFO : EPOCH 20 - PROGRESS: at 98.99% examples, 707719 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:01:40,942 : INFO : EPOCH 20 - PROGRESS: at 99.30% examples, 707597 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:41,948 : INFO : EPOCH 20 - PROGRESS: at 99.61% examples, 707434 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:42,954 : INFO : EPOCH 20 - PROGRESS: at 99.89% examples, 707294 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:01:43,242 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 04:01:43,250 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 04:01:43,258 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 04:01:43,263 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 04:01:43,264 : INFO : EPOCH - 20 : training on 265612569 raw words (206851371 effective words) took 292.5s, 707278 effective words/s
2020-07-24 04:01:43,265 : INFO : training on a 5312251380 raw words (4137032475 effective words) took 5850.3s, 707149 effective words/s
2020-07-24 04:01:43,265 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[5]-1595563303.265883].model, separately None
2020-07-24 04:01:43,266 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[5]-1595563303.265883].model.trainables.syn1neg.npy
2020-07-24 04:01:43,659 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[5]-1595563303.265883].model.wv.vectors.npy
2020-07-24 04:01:44,033 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[5]-1595563303.265883].model.docvecs.vectors_docs.npy
2020-07-24 04:01:45,268 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[5]-1595563303.265883].model
2020-07-24 04:01:45,269 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[5]-1595563303.265883].model
2020-07-24 04:23:46,982 : INFO : collecting all words and their counts
2020-07-24 04:23:46,995 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-24 04:23:48,482 : INFO : PROGRESS: at example #10000, processed 6856608 words (4613395/s), 34232 word types, 454451 tags
2020-07-24 04:23:49,923 : INFO : PROGRESS: at example #20000, processed 13481404 words (4600603/s), 35626 word types, 454451 tags
2020-07-24 04:23:51,350 : INFO : PROGRESS: at example #30000, processed 19980311 words (4557578/s), 37258 word types, 454451 tags
2020-07-24 04:23:52,797 : INFO : PROGRESS: at example #40000, processed 26610083 words (4586156/s), 38719 word types, 454451 tags
2020-07-24 04:23:54,278 : INFO : PROGRESS: at example #50000, processed 33325423 words (4537491/s), 40632 word types, 454451 tags
2020-07-24 04:23:55,730 : INFO : PROGRESS: at example #60000, processed 39913725 words (4538170/s), 42351 word types, 454451 tags
2020-07-24 04:23:57,207 : INFO : PROGRESS: at example #70000, processed 46597306 words (4528851/s), 44425 word types, 454451 tags
2020-07-24 04:23:58,662 : INFO : PROGRESS: at example #80000, processed 53154779 words (4511103/s), 45348 word types, 454451 tags
2020-07-24 04:24:00,091 : INFO : PROGRESS: at example #90000, processed 59589075 words (4505399/s), 46699 word types, 454451 tags
2020-07-24 04:24:01,537 : INFO : PROGRESS: at example #100000, processed 66110267 words (4512118/s), 47978 word types, 454451 tags
2020-07-24 04:24:03,031 : INFO : PROGRESS: at example #110000, processed 72822692 words (4497339/s), 49239 word types, 454451 tags
2020-07-24 04:24:04,471 : INFO : PROGRESS: at example #120000, processed 79270198 words (4480254/s), 50890 word types, 454451 tags
2020-07-24 04:24:05,950 : INFO : PROGRESS: at example #130000, processed 85900527 words (4483989/s), 52322 word types, 454451 tags
2020-07-24 04:24:07,342 : INFO : PROGRESS: at example #140000, processed 92128099 words (4478229/s), 53564 word types, 454451 tags
2020-07-24 04:24:08,858 : INFO : PROGRESS: at example #150000, processed 98906918 words (4473261/s), 54746 word types, 454451 tags
2020-07-24 04:24:10,361 : INFO : PROGRESS: at example #160000, processed 105592312 words (4451996/s), 56156 word types, 454451 tags
2020-07-24 04:24:11,854 : INFO : PROGRESS: at example #170000, processed 112246627 words (4461074/s), 57709 word types, 454451 tags
2020-07-24 04:24:13,348 : INFO : PROGRESS: at example #180000, processed 118901152 words (4456328/s), 59025 word types, 454451 tags
2020-07-24 04:24:14,812 : INFO : PROGRESS: at example #190000, processed 125445510 words (4473991/s), 60411 word types, 454451 tags
2020-07-24 04:24:16,261 : INFO : PROGRESS: at example #200000, processed 131935186 words (4479946/s), 61909 word types, 454451 tags
2020-07-24 04:24:17,796 : INFO : PROGRESS: at example #210000, processed 138806488 words (4480142/s), 63132 word types, 454451 tags
2020-07-24 04:24:19,322 : INFO : PROGRESS: at example #220000, processed 145602362 words (4455735/s), 64549 word types, 454451 tags
2020-07-24 04:24:20,816 : INFO : PROGRESS: at example #230000, processed 152303513 words (4487349/s), 65682 word types, 454451 tags
2020-07-24 04:24:22,335 : INFO : PROGRESS: at example #240000, processed 159110593 words (4484902/s), 67173 word types, 454451 tags
2020-07-24 04:24:23,860 : INFO : PROGRESS: at example #250000, processed 165953608 words (4489894/s), 68344 word types, 454451 tags
2020-07-24 04:24:25,335 : INFO : PROGRESS: at example #260000, processed 172559413 words (4482417/s), 69545 word types, 454451 tags
2020-07-24 04:24:26,838 : INFO : PROGRESS: at example #270000, processed 179264941 words (4465978/s), 71098 word types, 454451 tags
2020-07-24 04:24:28,343 : INFO : PROGRESS: at example #280000, processed 185990333 words (4469106/s), 72896 word types, 454451 tags
2020-07-24 04:24:29,839 : INFO : PROGRESS: at example #290000, processed 192649803 words (4454848/s), 74173 word types, 454451 tags
2020-07-24 04:24:31,358 : INFO : PROGRESS: at example #300000, processed 199394196 words (4444090/s), 75107 word types, 454451 tags
2020-07-24 04:24:32,891 : INFO : PROGRESS: at example #310000, processed 206228363 words (4459379/s), 76949 word types, 454451 tags
2020-07-24 04:24:34,415 : INFO : PROGRESS: at example #320000, processed 213060165 words (4486715/s), 78352 word types, 454451 tags
2020-07-24 04:24:35,923 : INFO : PROGRESS: at example #330000, processed 219788397 words (4464464/s), 80020 word types, 454451 tags
2020-07-24 04:24:37,429 : INFO : PROGRESS: at example #340000, processed 226536239 words (4483831/s), 81131 word types, 454451 tags
2020-07-24 04:24:38,931 : INFO : PROGRESS: at example #350000, processed 233261950 words (4480166/s), 82084 word types, 454451 tags
2020-07-24 04:24:40,450 : INFO : PROGRESS: at example #360000, processed 240045577 words (4469932/s), 83228 word types, 454451 tags
2020-07-24 04:24:41,896 : INFO : PROGRESS: at example #370000, processed 246494535 words (4463467/s), 84815 word types, 454451 tags
2020-07-24 04:24:43,461 : INFO : PROGRESS: at example #380000, processed 253493489 words (4473377/s), 87401 word types, 454451 tags
2020-07-24 04:24:44,953 : INFO : PROGRESS: at example #390000, processed 260126631 words (4448406/s), 89325 word types, 454451 tags
2020-07-24 04:24:46,426 : INFO : collected 90803 word types and 454451 unique tags from a corpus of 400000 examples and 266670914 words
2020-07-24 04:24:46,427 : INFO : Updating model with new vocabulary
2020-07-24 04:24:46,589 : INFO : New added 90803 unique words (50% of original 181606) and increased the count of 90803 pre-existing words (50% of original 181606)
2020-07-24 04:24:47,160 : INFO : deleting the raw counts dictionary of 90803 items
2020-07-24 04:24:47,164 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-24 04:24:47,165 : INFO : downsampling leaves estimated 422160490 word corpus (158.3% of prior 266670914)
2020-07-24 04:24:47,842 : INFO : estimated required memory for 181606 words and 500 dimensions: 1726129000 bytes
2020-07-24 04:24:47,843 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-24 04:24:56,016 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-24 04:24:56,016 : INFO : training model with 4 workers on 400250 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-24 04:24:57,033 : INFO : EPOCH 1 - PROGRESS: at 0.32% examples, 701736 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:24:58,035 : INFO : EPOCH 1 - PROGRESS: at 0.65% examples, 715908 words/s, in_qsize 6, out_qsize 0
2020-07-24 04:24:59,040 : INFO : EPOCH 1 - PROGRESS: at 0.99% examples, 721208 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:00,046 : INFO : EPOCH 1 - PROGRESS: at 1.33% examples, 720789 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:01,050 : INFO : EPOCH 1 - PROGRESS: at 1.67% examples, 721373 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:02,052 : INFO : EPOCH 1 - PROGRESS: at 2.03% examples, 722997 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:03,060 : INFO : EPOCH 1 - PROGRESS: at 2.39% examples, 722348 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:04,061 : INFO : EPOCH 1 - PROGRESS: at 2.73% examples, 723230 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:05,064 : INFO : EPOCH 1 - PROGRESS: at 3.09% examples, 722686 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:06,078 : INFO : EPOCH 1 - PROGRESS: at 3.44% examples, 722290 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:07,084 : INFO : EPOCH 1 - PROGRESS: at 3.82% examples, 723104 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:08,094 : INFO : EPOCH 1 - PROGRESS: at 4.15% examples, 723532 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:25:09,095 : INFO : EPOCH 1 - PROGRESS: at 4.50% examples, 724788 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:10,098 : INFO : EPOCH 1 - PROGRESS: at 4.86% examples, 724126 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:11,111 : INFO : EPOCH 1 - PROGRESS: at 5.23% examples, 724477 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:12,128 : INFO : EPOCH 1 - PROGRESS: at 5.58% examples, 723594 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:13,131 : INFO : EPOCH 1 - PROGRESS: at 5.92% examples, 724436 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:14,132 : INFO : EPOCH 1 - PROGRESS: at 6.29% examples, 725061 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:15,137 : INFO : EPOCH 1 - PROGRESS: at 6.65% examples, 724801 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:16,137 : INFO : EPOCH 1 - PROGRESS: at 7.01% examples, 724490 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:17,147 : INFO : EPOCH 1 - PROGRESS: at 7.38% examples, 725022 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:18,173 : INFO : EPOCH 1 - PROGRESS: at 7.77% examples, 724969 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:19,174 : INFO : EPOCH 1 - PROGRESS: at 8.13% examples, 725484 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:20,204 : INFO : EPOCH 1 - PROGRESS: at 8.49% examples, 725191 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:21,223 : INFO : EPOCH 1 - PROGRESS: at 8.86% examples, 725332 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:22,229 : INFO : EPOCH 1 - PROGRESS: at 9.23% examples, 726137 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:23,244 : INFO : EPOCH 1 - PROGRESS: at 9.56% examples, 726368 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:24,246 : INFO : EPOCH 1 - PROGRESS: at 9.93% examples, 726769 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:25,255 : INFO : EPOCH 1 - PROGRESS: at 10.29% examples, 726855 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:26,267 : INFO : EPOCH 1 - PROGRESS: at 10.65% examples, 726934 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:27,273 : INFO : EPOCH 1 - PROGRESS: at 11.01% examples, 726868 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:28,279 : INFO : EPOCH 1 - PROGRESS: at 11.35% examples, 727421 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:29,288 : INFO : EPOCH 1 - PROGRESS: at 11.72% examples, 727654 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:30,295 : INFO : EPOCH 1 - PROGRESS: at 12.08% examples, 727707 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:31,299 : INFO : EPOCH 1 - PROGRESS: at 12.42% examples, 727719 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:32,308 : INFO : EPOCH 1 - PROGRESS: at 12.78% examples, 727777 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:33,314 : INFO : EPOCH 1 - PROGRESS: at 13.12% examples, 727873 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:34,318 : INFO : EPOCH 1 - PROGRESS: at 13.48% examples, 727636 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:35,334 : INFO : EPOCH 1 - PROGRESS: at 13.82% examples, 726380 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:36,340 : INFO : EPOCH 1 - PROGRESS: at 14.15% examples, 724740 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:37,364 : INFO : EPOCH 1 - PROGRESS: at 14.50% examples, 722845 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:38,371 : INFO : EPOCH 1 - PROGRESS: at 14.82% examples, 721502 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:39,373 : INFO : EPOCH 1 - PROGRESS: at 15.13% examples, 720289 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:40,379 : INFO : EPOCH 1 - PROGRESS: at 15.43% examples, 719054 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:25:41,389 : INFO : EPOCH 1 - PROGRESS: at 15.77% examples, 717694 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:42,397 : INFO : EPOCH 1 - PROGRESS: at 16.09% examples, 716526 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:43,404 : INFO : EPOCH 1 - PROGRESS: at 16.44% examples, 715531 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:44,406 : INFO : EPOCH 1 - PROGRESS: at 16.76% examples, 714478 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:45,425 : INFO : EPOCH 1 - PROGRESS: at 17.07% examples, 713211 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:46,436 : INFO : EPOCH 1 - PROGRESS: at 17.41% examples, 712380 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:25:47,442 : INFO : EPOCH 1 - PROGRESS: at 17.74% examples, 711315 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:25:48,453 : INFO : EPOCH 1 - PROGRESS: at 18.06% examples, 710328 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:49,477 : INFO : EPOCH 1 - PROGRESS: at 18.40% examples, 709246 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:50,485 : INFO : EPOCH 1 - PROGRESS: at 18.73% examples, 708384 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:51,490 : INFO : EPOCH 1 - PROGRESS: at 19.04% examples, 707661 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:52,498 : INFO : EPOCH 1 - PROGRESS: at 19.35% examples, 706893 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:53,505 : INFO : EPOCH 1 - PROGRESS: at 19.67% examples, 705901 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:54,510 : INFO : EPOCH 1 - PROGRESS: at 20.00% examples, 705316 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:55,510 : INFO : EPOCH 1 - PROGRESS: at 20.32% examples, 704640 words/s, in_qsize 8, out_qsize 1
2020-07-24 04:25:56,514 : INFO : EPOCH 1 - PROGRESS: at 20.65% examples, 703909 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:57,515 : INFO : EPOCH 1 - PROGRESS: at 21.00% examples, 703407 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:58,528 : INFO : EPOCH 1 - PROGRESS: at 21.34% examples, 702409 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:25:59,537 : INFO : EPOCH 1 - PROGRESS: at 21.68% examples, 701733 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:00,544 : INFO : EPOCH 1 - PROGRESS: at 22.01% examples, 701136 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:01,550 : INFO : EPOCH 1 - PROGRESS: at 22.32% examples, 700554 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:02,550 : INFO : EPOCH 1 - PROGRESS: at 22.66% examples, 699953 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:03,555 : INFO : EPOCH 1 - PROGRESS: at 22.99% examples, 699263 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:04,571 : INFO : EPOCH 1 - PROGRESS: at 23.32% examples, 698738 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:05,582 : INFO : EPOCH 1 - PROGRESS: at 23.63% examples, 698310 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:06,587 : INFO : EPOCH 1 - PROGRESS: at 23.98% examples, 697655 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:07,587 : INFO : EPOCH 1 - PROGRESS: at 24.31% examples, 697067 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:08,603 : INFO : EPOCH 1 - PROGRESS: at 24.64% examples, 696536 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:09,609 : INFO : EPOCH 1 - PROGRESS: at 24.96% examples, 696148 words/s, in_qsize 8, out_qsize 1
2020-07-24 04:26:10,614 : INFO : EPOCH 1 - PROGRESS: at 25.27% examples, 695735 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:11,615 : INFO : EPOCH 1 - PROGRESS: at 25.57% examples, 695411 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:12,623 : INFO : EPOCH 1 - PROGRESS: at 25.90% examples, 694906 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:13,624 : INFO : EPOCH 1 - PROGRESS: at 26.21% examples, 694595 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:14,637 : INFO : EPOCH 1 - PROGRESS: at 26.53% examples, 694061 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:26:15,651 : INFO : EPOCH 1 - PROGRESS: at 26.87% examples, 693639 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:16,662 : INFO : EPOCH 1 - PROGRESS: at 27.20% examples, 693283 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:17,669 : INFO : EPOCH 1 - PROGRESS: at 27.52% examples, 692816 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:18,675 : INFO : EPOCH 1 - PROGRESS: at 27.85% examples, 692295 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:19,684 : INFO : EPOCH 1 - PROGRESS: at 28.18% examples, 691550 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:20,688 : INFO : EPOCH 1 - PROGRESS: at 28.50% examples, 690802 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:21,693 : INFO : EPOCH 1 - PROGRESS: at 28.79% examples, 689487 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:22,718 : INFO : EPOCH 1 - PROGRESS: at 29.10% examples, 688897 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:23,718 : INFO : EPOCH 1 - PROGRESS: at 29.47% examples, 689391 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:24,734 : INFO : EPOCH 1 - PROGRESS: at 29.82% examples, 689744 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:25,749 : INFO : EPOCH 1 - PROGRESS: at 30.20% examples, 690146 words/s, in_qsize 7, out_qsize 1
2020-07-24 04:26:26,750 : INFO : EPOCH 1 - PROGRESS: at 30.55% examples, 690688 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:27,770 : INFO : EPOCH 1 - PROGRESS: at 30.93% examples, 690928 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:28,779 : INFO : EPOCH 1 - PROGRESS: at 31.29% examples, 691260 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:29,787 : INFO : EPOCH 1 - PROGRESS: at 31.64% examples, 691750 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:30,797 : INFO : EPOCH 1 - PROGRESS: at 31.96% examples, 692271 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:31,808 : INFO : EPOCH 1 - PROGRESS: at 32.31% examples, 692651 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:32,817 : INFO : EPOCH 1 - PROGRESS: at 32.67% examples, 692983 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:33,832 : INFO : EPOCH 1 - PROGRESS: at 33.08% examples, 693289 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:34,854 : INFO : EPOCH 1 - PROGRESS: at 33.46% examples, 693563 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:35,859 : INFO : EPOCH 1 - PROGRESS: at 33.83% examples, 694024 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:36,877 : INFO : EPOCH 1 - PROGRESS: at 34.21% examples, 694332 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:37,879 : INFO : EPOCH 1 - PROGRESS: at 34.59% examples, 694639 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:38,903 : INFO : EPOCH 1 - PROGRESS: at 34.95% examples, 694906 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:39,908 : INFO : EPOCH 1 - PROGRESS: at 35.29% examples, 695376 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:40,915 : INFO : EPOCH 1 - PROGRESS: at 35.65% examples, 695577 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:26:41,931 : INFO : EPOCH 1 - PROGRESS: at 36.00% examples, 695972 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:42,942 : INFO : EPOCH 1 - PROGRESS: at 36.35% examples, 696340 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:43,959 : INFO : EPOCH 1 - PROGRESS: at 36.70% examples, 696635 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:44,966 : INFO : EPOCH 1 - PROGRESS: at 37.05% examples, 696925 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:26:45,977 : INFO : EPOCH 1 - PROGRESS: at 37.42% examples, 697223 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:46,982 : INFO : EPOCH 1 - PROGRESS: at 37.77% examples, 697580 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:47,983 : INFO : EPOCH 1 - PROGRESS: at 38.13% examples, 697880 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:48,984 : INFO : EPOCH 1 - PROGRESS: at 38.48% examples, 698166 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:49,990 : INFO : EPOCH 1 - PROGRESS: at 38.83% examples, 698399 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:50,991 : INFO : EPOCH 1 - PROGRESS: at 39.18% examples, 698603 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:51,993 : INFO : EPOCH 1 - PROGRESS: at 39.55% examples, 698839 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:52,997 : INFO : EPOCH 1 - PROGRESS: at 39.88% examples, 699106 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:54,000 : INFO : EPOCH 1 - PROGRESS: at 40.21% examples, 699455 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:55,006 : INFO : EPOCH 1 - PROGRESS: at 40.56% examples, 699763 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:56,015 : INFO : EPOCH 1 - PROGRESS: at 40.90% examples, 700049 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:57,022 : INFO : EPOCH 1 - PROGRESS: at 41.30% examples, 700265 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:26:58,025 : INFO : EPOCH 1 - PROGRESS: at 41.65% examples, 700561 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:26:59,029 : INFO : EPOCH 1 - PROGRESS: at 42.01% examples, 700808 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:00,036 : INFO : EPOCH 1 - PROGRESS: at 42.36% examples, 701023 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:01,036 : INFO : EPOCH 1 - PROGRESS: at 42.71% examples, 701246 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:27:02,039 : INFO : EPOCH 1 - PROGRESS: at 43.07% examples, 701480 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:03,043 : INFO : EPOCH 1 - PROGRESS: at 43.43% examples, 701698 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:04,044 : INFO : EPOCH 1 - PROGRESS: at 43.80% examples, 701805 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:05,058 : INFO : EPOCH 1 - PROGRESS: at 44.15% examples, 701995 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:06,068 : INFO : EPOCH 1 - PROGRESS: at 44.48% examples, 702218 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:07,072 : INFO : EPOCH 1 - PROGRESS: at 44.83% examples, 702446 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:08,074 : INFO : EPOCH 1 - PROGRESS: at 45.14% examples, 702760 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:09,090 : INFO : EPOCH 1 - PROGRESS: at 45.52% examples, 702958 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:10,091 : INFO : EPOCH 1 - PROGRESS: at 45.85% examples, 703149 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:11,095 : INFO : EPOCH 1 - PROGRESS: at 46.22% examples, 703371 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:12,096 : INFO : EPOCH 1 - PROGRESS: at 46.58% examples, 703530 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:27:13,103 : INFO : EPOCH 1 - PROGRESS: at 46.97% examples, 703679 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:14,108 : INFO : EPOCH 1 - PROGRESS: at 47.35% examples, 703835 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:27:15,122 : INFO : EPOCH 1 - PROGRESS: at 47.71% examples, 704039 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:16,139 : INFO : EPOCH 1 - PROGRESS: at 48.09% examples, 704185 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:17,141 : INFO : EPOCH 1 - PROGRESS: at 48.46% examples, 704373 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:18,152 : INFO : EPOCH 1 - PROGRESS: at 48.83% examples, 704587 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:19,152 : INFO : EPOCH 1 - PROGRESS: at 49.17% examples, 704776 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:27:20,155 : INFO : EPOCH 1 - PROGRESS: at 49.53% examples, 704930 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:21,167 : INFO : EPOCH 1 - PROGRESS: at 49.91% examples, 705070 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:22,174 : INFO : EPOCH 1 - PROGRESS: at 50.25% examples, 705357 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:23,181 : INFO : EPOCH 1 - PROGRESS: at 50.61% examples, 705573 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:24,182 : INFO : EPOCH 1 - PROGRESS: at 50.98% examples, 705655 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:25,191 : INFO : EPOCH 1 - PROGRESS: at 51.30% examples, 705776 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:26,195 : INFO : EPOCH 1 - PROGRESS: at 51.64% examples, 706003 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:27,195 : INFO : EPOCH 1 - PROGRESS: at 52.00% examples, 706100 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:28,199 : INFO : EPOCH 1 - PROGRESS: at 52.35% examples, 706223 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:29,215 : INFO : EPOCH 1 - PROGRESS: at 52.69% examples, 706365 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:30,225 : INFO : EPOCH 1 - PROGRESS: at 53.04% examples, 706449 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:31,227 : INFO : EPOCH 1 - PROGRESS: at 53.38% examples, 706695 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:32,240 : INFO : EPOCH 1 - PROGRESS: at 53.72% examples, 706806 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:33,245 : INFO : EPOCH 1 - PROGRESS: at 54.08% examples, 706938 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:34,245 : INFO : EPOCH 1 - PROGRESS: at 54.41% examples, 707065 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:35,255 : INFO : EPOCH 1 - PROGRESS: at 54.73% examples, 707249 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:36,255 : INFO : EPOCH 1 - PROGRESS: at 55.10% examples, 707350 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:27:37,256 : INFO : EPOCH 1 - PROGRESS: at 55.45% examples, 707494 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:38,284 : INFO : EPOCH 1 - PROGRESS: at 55.79% examples, 707578 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:27:39,292 : INFO : EPOCH 1 - PROGRESS: at 56.16% examples, 707681 words/s, in_qsize 7, out_qsize 1
2020-07-24 04:27:40,293 : INFO : EPOCH 1 - PROGRESS: at 56.50% examples, 707951 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:41,314 : INFO : EPOCH 1 - PROGRESS: at 56.87% examples, 708033 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:42,318 : INFO : EPOCH 1 - PROGRESS: at 57.23% examples, 708199 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:43,326 : INFO : EPOCH 1 - PROGRESS: at 57.59% examples, 708274 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:44,331 : INFO : EPOCH 1 - PROGRESS: at 57.94% examples, 708430 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:45,353 : INFO : EPOCH 1 - PROGRESS: at 58.28% examples, 708441 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:46,369 : INFO : EPOCH 1 - PROGRESS: at 58.66% examples, 708616 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:47,377 : INFO : EPOCH 1 - PROGRESS: at 59.01% examples, 708773 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:48,379 : INFO : EPOCH 1 - PROGRESS: at 59.35% examples, 708925 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:49,381 : INFO : EPOCH 1 - PROGRESS: at 59.68% examples, 709072 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:50,385 : INFO : EPOCH 1 - PROGRESS: at 60.05% examples, 709170 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:51,389 : INFO : EPOCH 1 - PROGRESS: at 60.38% examples, 709236 words/s, in_qsize 8, out_qsize 1
2020-07-24 04:27:52,399 : INFO : EPOCH 1 - PROGRESS: at 60.74% examples, 709345 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:53,400 : INFO : EPOCH 1 - PROGRESS: at 61.07% examples, 709480 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:54,415 : INFO : EPOCH 1 - PROGRESS: at 61.42% examples, 709587 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:55,431 : INFO : EPOCH 1 - PROGRESS: at 61.79% examples, 709652 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:56,435 : INFO : EPOCH 1 - PROGRESS: at 62.15% examples, 709787 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:27:57,440 : INFO : EPOCH 1 - PROGRESS: at 62.51% examples, 709887 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:58,444 : INFO : EPOCH 1 - PROGRESS: at 62.88% examples, 710037 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:27:59,450 : INFO : EPOCH 1 - PROGRESS: at 63.26% examples, 710069 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:00,459 : INFO : EPOCH 1 - PROGRESS: at 63.64% examples, 710101 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:01,460 : INFO : EPOCH 1 - PROGRESS: at 63.99% examples, 710229 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:02,466 : INFO : EPOCH 1 - PROGRESS: at 64.34% examples, 710284 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:03,477 : INFO : EPOCH 1 - PROGRESS: at 64.67% examples, 710364 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:04,497 : INFO : EPOCH 1 - PROGRESS: at 65.02% examples, 710520 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:05,511 : INFO : EPOCH 1 - PROGRESS: at 65.38% examples, 710612 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:06,527 : INFO : EPOCH 1 - PROGRESS: at 65.73% examples, 710698 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:07,530 : INFO : EPOCH 1 - PROGRESS: at 66.08% examples, 710813 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:08,531 : INFO : EPOCH 1 - PROGRESS: at 66.42% examples, 710928 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:09,539 : INFO : EPOCH 1 - PROGRESS: at 66.80% examples, 710927 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:10,539 : INFO : EPOCH 1 - PROGRESS: at 67.13% examples, 711070 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:11,544 : INFO : EPOCH 1 - PROGRESS: at 67.48% examples, 711147 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:12,551 : INFO : EPOCH 1 - PROGRESS: at 67.83% examples, 711205 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:13,563 : INFO : EPOCH 1 - PROGRESS: at 68.18% examples, 711293 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:14,569 : INFO : EPOCH 1 - PROGRESS: at 68.53% examples, 711405 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:15,573 : INFO : EPOCH 1 - PROGRESS: at 68.89% examples, 711487 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:16,579 : INFO : EPOCH 1 - PROGRESS: at 69.25% examples, 711571 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:17,590 : INFO : EPOCH 1 - PROGRESS: at 69.59% examples, 711668 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:18,600 : INFO : EPOCH 1 - PROGRESS: at 69.94% examples, 711750 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:19,610 : INFO : EPOCH 1 - PROGRESS: at 70.26% examples, 711854 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:28:20,612 : INFO : EPOCH 1 - PROGRESS: at 70.63% examples, 711920 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:28:21,617 : INFO : EPOCH 1 - PROGRESS: at 71.01% examples, 712003 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:22,621 : INFO : EPOCH 1 - PROGRESS: at 71.36% examples, 712081 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:23,636 : INFO : EPOCH 1 - PROGRESS: at 71.71% examples, 712116 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:24,640 : INFO : EPOCH 1 - PROGRESS: at 72.04% examples, 712214 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:25,656 : INFO : EPOCH 1 - PROGRESS: at 72.40% examples, 712286 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:26,670 : INFO : EPOCH 1 - PROGRESS: at 72.76% examples, 712381 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:27,671 : INFO : EPOCH 1 - PROGRESS: at 73.13% examples, 712405 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:28,674 : INFO : EPOCH 1 - PROGRESS: at 73.48% examples, 712474 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:29,679 : INFO : EPOCH 1 - PROGRESS: at 73.82% examples, 712529 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:30,687 : INFO : EPOCH 1 - PROGRESS: at 74.19% examples, 712637 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:31,695 : INFO : EPOCH 1 - PROGRESS: at 74.53% examples, 712691 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:32,698 : INFO : EPOCH 1 - PROGRESS: at 74.85% examples, 712783 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:33,701 : INFO : EPOCH 1 - PROGRESS: at 75.20% examples, 712874 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:34,707 : INFO : EPOCH 1 - PROGRESS: at 75.54% examples, 712960 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:35,709 : INFO : EPOCH 1 - PROGRESS: at 75.88% examples, 713058 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:36,719 : INFO : EPOCH 1 - PROGRESS: at 76.22% examples, 713162 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:37,723 : INFO : EPOCH 1 - PROGRESS: at 76.56% examples, 713223 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:38,740 : INFO : EPOCH 1 - PROGRESS: at 76.90% examples, 713284 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:39,742 : INFO : EPOCH 1 - PROGRESS: at 77.28% examples, 713373 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:40,762 : INFO : EPOCH 1 - PROGRESS: at 77.64% examples, 713411 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:41,773 : INFO : EPOCH 1 - PROGRESS: at 78.00% examples, 713473 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:42,775 : INFO : EPOCH 1 - PROGRESS: at 78.34% examples, 713550 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:28:43,781 : INFO : EPOCH 1 - PROGRESS: at 78.69% examples, 713626 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:44,787 : INFO : EPOCH 1 - PROGRESS: at 79.05% examples, 713744 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:45,803 : INFO : EPOCH 1 - PROGRESS: at 79.40% examples, 713793 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:46,806 : INFO : EPOCH 1 - PROGRESS: at 79.75% examples, 713847 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:47,808 : INFO : EPOCH 1 - PROGRESS: at 80.11% examples, 713872 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:48,823 : INFO : EPOCH 1 - PROGRESS: at 80.48% examples, 713897 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:49,827 : INFO : EPOCH 1 - PROGRESS: at 80.83% examples, 713973 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:50,831 : INFO : EPOCH 1 - PROGRESS: at 81.19% examples, 714070 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:51,833 : INFO : EPOCH 1 - PROGRESS: at 81.52% examples, 714156 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:52,852 : INFO : EPOCH 1 - PROGRESS: at 81.87% examples, 714183 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:53,853 : INFO : EPOCH 1 - PROGRESS: at 82.23% examples, 714271 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:54,855 : INFO : EPOCH 1 - PROGRESS: at 82.57% examples, 714311 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:55,858 : INFO : EPOCH 1 - PROGRESS: at 82.89% examples, 714393 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:56,865 : INFO : EPOCH 1 - PROGRESS: at 83.23% examples, 714451 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:28:57,876 : INFO : EPOCH 1 - PROGRESS: at 83.60% examples, 714480 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:58,878 : INFO : EPOCH 1 - PROGRESS: at 83.94% examples, 714460 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:28:59,885 : INFO : EPOCH 1 - PROGRESS: at 84.27% examples, 714409 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:00,889 : INFO : EPOCH 1 - PROGRESS: at 84.61% examples, 714291 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:01,914 : INFO : EPOCH 1 - PROGRESS: at 84.91% examples, 713811 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:02,919 : INFO : EPOCH 1 - PROGRESS: at 85.23% examples, 713603 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:03,920 : INFO : EPOCH 1 - PROGRESS: at 85.59% examples, 713653 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:04,920 : INFO : EPOCH 1 - PROGRESS: at 85.93% examples, 713738 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:05,926 : INFO : EPOCH 1 - PROGRESS: at 86.27% examples, 713780 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:06,936 : INFO : EPOCH 1 - PROGRESS: at 86.63% examples, 713869 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:07,956 : INFO : EPOCH 1 - PROGRESS: at 86.98% examples, 713920 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:08,960 : INFO : EPOCH 1 - PROGRESS: at 87.34% examples, 713903 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:29:09,969 : INFO : EPOCH 1 - PROGRESS: at 87.68% examples, 713959 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:10,976 : INFO : EPOCH 1 - PROGRESS: at 88.03% examples, 714016 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:11,978 : INFO : EPOCH 1 - PROGRESS: at 88.38% examples, 714093 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:12,980 : INFO : EPOCH 1 - PROGRESS: at 88.71% examples, 714140 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:13,994 : INFO : EPOCH 1 - PROGRESS: at 89.05% examples, 714213 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:15,003 : INFO : EPOCH 1 - PROGRESS: at 89.41% examples, 714277 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:29:16,009 : INFO : EPOCH 1 - PROGRESS: at 89.75% examples, 714330 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:17,015 : INFO : EPOCH 1 - PROGRESS: at 90.11% examples, 714369 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:18,015 : INFO : EPOCH 1 - PROGRESS: at 90.45% examples, 714421 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:19,016 : INFO : EPOCH 1 - PROGRESS: at 90.84% examples, 714410 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:20,024 : INFO : EPOCH 1 - PROGRESS: at 91.19% examples, 714439 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:21,039 : INFO : EPOCH 1 - PROGRESS: at 91.54% examples, 714478 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:22,054 : INFO : EPOCH 1 - PROGRESS: at 91.91% examples, 714526 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:23,069 : INFO : EPOCH 1 - PROGRESS: at 92.29% examples, 714530 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:24,070 : INFO : EPOCH 1 - PROGRESS: at 92.64% examples, 714593 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:25,070 : INFO : EPOCH 1 - PROGRESS: at 92.97% examples, 714652 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:26,082 : INFO : EPOCH 1 - PROGRESS: at 93.30% examples, 714738 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:27,086 : INFO : EPOCH 1 - PROGRESS: at 93.62% examples, 714837 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:28,097 : INFO : EPOCH 1 - PROGRESS: at 93.97% examples, 714878 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:29,099 : INFO : EPOCH 1 - PROGRESS: at 94.31% examples, 714940 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:30,114 : INFO : EPOCH 1 - PROGRESS: at 94.65% examples, 714981 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:31,121 : INFO : EPOCH 1 - PROGRESS: at 95.02% examples, 714991 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:29:32,125 : INFO : EPOCH 1 - PROGRESS: at 95.37% examples, 715034 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:33,127 : INFO : EPOCH 1 - PROGRESS: at 95.73% examples, 715066 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:34,130 : INFO : EPOCH 1 - PROGRESS: at 96.07% examples, 715094 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:35,130 : INFO : EPOCH 1 - PROGRESS: at 96.42% examples, 715167 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:36,136 : INFO : EPOCH 1 - PROGRESS: at 96.77% examples, 715213 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:37,138 : INFO : EPOCH 1 - PROGRESS: at 97.12% examples, 715270 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:38,155 : INFO : EPOCH 1 - PROGRESS: at 97.48% examples, 715275 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:39,159 : INFO : EPOCH 1 - PROGRESS: at 97.82% examples, 715337 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:40,168 : INFO : EPOCH 1 - PROGRESS: at 98.16% examples, 715376 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:41,170 : INFO : EPOCH 1 - PROGRESS: at 98.52% examples, 715418 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:42,198 : INFO : EPOCH 1 - PROGRESS: at 98.89% examples, 715441 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:43,217 : INFO : EPOCH 1 - PROGRESS: at 99.25% examples, 715509 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:44,228 : INFO : EPOCH 1 - PROGRESS: at 99.63% examples, 715548 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:45,185 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 04:29:45,200 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 04:29:45,202 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 04:29:45,206 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 04:29:45,207 : INFO : EPOCH - 1 : training on 266670914 raw words (206936740 effective words) took 289.2s, 715594 effective words/s
2020-07-24 04:29:46,211 : INFO : EPOCH 2 - PROGRESS: at 0.32% examples, 713783 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:47,215 : INFO : EPOCH 2 - PROGRESS: at 0.65% examples, 723832 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:48,215 : INFO : EPOCH 2 - PROGRESS: at 0.99% examples, 723351 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:49,215 : INFO : EPOCH 2 - PROGRESS: at 1.33% examples, 723600 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:50,217 : INFO : EPOCH 2 - PROGRESS: at 1.67% examples, 723907 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:51,226 : INFO : EPOCH 2 - PROGRESS: at 2.03% examples, 725231 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:52,242 : INFO : EPOCH 2 - PROGRESS: at 2.40% examples, 725520 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:53,245 : INFO : EPOCH 2 - PROGRESS: at 2.74% examples, 726179 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:54,257 : INFO : EPOCH 2 - PROGRESS: at 3.11% examples, 725233 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:55,260 : INFO : EPOCH 2 - PROGRESS: at 3.46% examples, 725877 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:56,268 : INFO : EPOCH 2 - PROGRESS: at 3.84% examples, 725618 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:57,288 : INFO : EPOCH 2 - PROGRESS: at 4.17% examples, 725543 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:58,288 : INFO : EPOCH 2 - PROGRESS: at 4.51% examples, 725882 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:29:59,306 : INFO : EPOCH 2 - PROGRESS: at 4.88% examples, 725018 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:30:00,309 : INFO : EPOCH 2 - PROGRESS: at 5.24% examples, 725256 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:01,311 : INFO : EPOCH 2 - PROGRESS: at 5.59% examples, 724961 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:02,316 : INFO : EPOCH 2 - PROGRESS: at 5.93% examples, 725281 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:03,331 : INFO : EPOCH 2 - PROGRESS: at 6.29% examples, 724899 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:04,350 : INFO : EPOCH 2 - PROGRESS: at 6.66% examples, 724874 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:05,361 : INFO : EPOCH 2 - PROGRESS: at 7.03% examples, 724741 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:06,370 : INFO : EPOCH 2 - PROGRESS: at 7.39% examples, 725124 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:07,389 : INFO : EPOCH 2 - PROGRESS: at 7.78% examples, 724865 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:08,391 : INFO : EPOCH 2 - PROGRESS: at 8.14% examples, 725093 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:09,394 : INFO : EPOCH 2 - PROGRESS: at 8.50% examples, 725604 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:10,399 : INFO : EPOCH 2 - PROGRESS: at 8.86% examples, 725503 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:11,401 : INFO : EPOCH 2 - PROGRESS: at 9.23% examples, 725618 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:12,402 : INFO : EPOCH 2 - PROGRESS: at 9.54% examples, 725901 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:13,407 : INFO : EPOCH 2 - PROGRESS: at 9.91% examples, 726041 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:14,426 : INFO : EPOCH 2 - PROGRESS: at 10.28% examples, 726071 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:15,427 : INFO : EPOCH 2 - PROGRESS: at 10.64% examples, 726303 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:16,445 : INFO : EPOCH 2 - PROGRESS: at 11.00% examples, 725959 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:30:17,468 : INFO : EPOCH 2 - PROGRESS: at 11.34% examples, 726132 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:18,473 : INFO : EPOCH 2 - PROGRESS: at 11.70% examples, 726674 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:30:19,489 : INFO : EPOCH 2 - PROGRESS: at 12.07% examples, 726619 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:30:20,492 : INFO : EPOCH 2 - PROGRESS: at 12.41% examples, 726668 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:30:21,494 : INFO : EPOCH 2 - PROGRESS: at 12.76% examples, 726855 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:22,512 : INFO : EPOCH 2 - PROGRESS: at 13.10% examples, 726757 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:23,516 : INFO : EPOCH 2 - PROGRESS: at 13.47% examples, 726362 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:30:24,519 : INFO : EPOCH 2 - PROGRESS: at 13.82% examples, 726292 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:25,526 : INFO : EPOCH 2 - PROGRESS: at 14.19% examples, 726460 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:26,534 : INFO : EPOCH 2 - PROGRESS: at 14.56% examples, 726461 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:27,535 : INFO : EPOCH 2 - PROGRESS: at 14.92% examples, 726374 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:28,537 : INFO : EPOCH 2 - PROGRESS: at 15.24% examples, 726537 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:29,544 : INFO : EPOCH 2 - PROGRESS: at 15.59% examples, 726950 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:30,558 : INFO : EPOCH 2 - PROGRESS: at 15.96% examples, 726919 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:31,567 : INFO : EPOCH 2 - PROGRESS: at 16.34% examples, 727125 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:32,578 : INFO : EPOCH 2 - PROGRESS: at 16.70% examples, 727043 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:33,579 : INFO : EPOCH 2 - PROGRESS: at 17.05% examples, 727413 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:34,583 : INFO : EPOCH 2 - PROGRESS: at 17.41% examples, 727284 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:35,589 : INFO : EPOCH 2 - PROGRESS: at 17.77% examples, 727323 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:36,589 : INFO : EPOCH 2 - PROGRESS: at 18.13% examples, 727440 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:30:37,603 : INFO : EPOCH 2 - PROGRESS: at 18.50% examples, 727182 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:38,605 : INFO : EPOCH 2 - PROGRESS: at 18.85% examples, 727287 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:39,616 : INFO : EPOCH 2 - PROGRESS: at 19.19% examples, 727169 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:40,624 : INFO : EPOCH 2 - PROGRESS: at 19.52% examples, 727143 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:41,634 : INFO : EPOCH 2 - PROGRESS: at 19.89% examples, 727019 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:42,634 : INFO : EPOCH 2 - PROGRESS: at 20.25% examples, 727101 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:43,640 : INFO : EPOCH 2 - PROGRESS: at 20.61% examples, 727075 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:44,668 : INFO : EPOCH 2 - PROGRESS: at 20.99% examples, 726997 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:45,691 : INFO : EPOCH 2 - PROGRESS: at 21.38% examples, 727012 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:46,709 : INFO : EPOCH 2 - PROGRESS: at 21.76% examples, 727131 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:47,718 : INFO : EPOCH 2 - PROGRESS: at 22.11% examples, 727178 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:48,721 : INFO : EPOCH 2 - PROGRESS: at 22.46% examples, 727192 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:49,722 : INFO : EPOCH 2 - PROGRESS: at 22.84% examples, 727160 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:50,725 : INFO : EPOCH 2 - PROGRESS: at 23.20% examples, 727126 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:51,727 : INFO : EPOCH 2 - PROGRESS: at 23.53% examples, 727085 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:52,743 : INFO : EPOCH 2 - PROGRESS: at 23.91% examples, 727016 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:53,744 : INFO : EPOCH 2 - PROGRESS: at 24.28% examples, 727069 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:54,750 : INFO : EPOCH 2 - PROGRESS: at 24.64% examples, 727050 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:55,765 : INFO : EPOCH 2 - PROGRESS: at 25.00% examples, 727038 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:56,770 : INFO : EPOCH 2 - PROGRESS: at 25.34% examples, 727046 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:30:57,771 : INFO : EPOCH 2 - PROGRESS: at 25.67% examples, 727214 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:58,781 : INFO : EPOCH 2 - PROGRESS: at 26.03% examples, 727252 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:30:59,807 : INFO : EPOCH 2 - PROGRESS: at 26.39% examples, 727249 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:00,814 : INFO : EPOCH 2 - PROGRESS: at 26.74% examples, 727328 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:01,824 : INFO : EPOCH 2 - PROGRESS: at 27.11% examples, 727321 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:02,845 : INFO : EPOCH 2 - PROGRESS: at 27.47% examples, 727133 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:03,848 : INFO : EPOCH 2 - PROGRESS: at 27.83% examples, 727279 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:04,849 : INFO : EPOCH 2 - PROGRESS: at 28.20% examples, 727206 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:05,850 : INFO : EPOCH 2 - PROGRESS: at 28.58% examples, 727119 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:06,854 : INFO : EPOCH 2 - PROGRESS: at 28.90% examples, 726403 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:07,860 : INFO : EPOCH 2 - PROGRESS: at 29.24% examples, 725649 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:08,868 : INFO : EPOCH 2 - PROGRESS: at 29.55% examples, 724799 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:09,900 : INFO : EPOCH 2 - PROGRESS: at 29.89% examples, 723885 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:10,911 : INFO : EPOCH 2 - PROGRESS: at 30.22% examples, 723063 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:11,932 : INFO : EPOCH 2 - PROGRESS: at 30.55% examples, 722418 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:12,933 : INFO : EPOCH 2 - PROGRESS: at 30.89% examples, 721611 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:31:13,934 : INFO : EPOCH 2 - PROGRESS: at 31.23% examples, 721004 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:14,950 : INFO : EPOCH 2 - PROGRESS: at 31.53% examples, 720281 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:15,950 : INFO : EPOCH 2 - PROGRESS: at 31.82% examples, 719743 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:16,950 : INFO : EPOCH 2 - PROGRESS: at 32.14% examples, 719164 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:17,963 : INFO : EPOCH 2 - PROGRESS: at 32.47% examples, 718544 words/s, in_qsize 7, out_qsize 1
2020-07-24 04:31:18,975 : INFO : EPOCH 2 - PROGRESS: at 32.80% examples, 717976 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:31:19,981 : INFO : EPOCH 2 - PROGRESS: at 33.17% examples, 717292 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:20,984 : INFO : EPOCH 2 - PROGRESS: at 33.52% examples, 716705 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:22,000 : INFO : EPOCH 2 - PROGRESS: at 33.84% examples, 716104 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:23,003 : INFO : EPOCH 2 - PROGRESS: at 34.19% examples, 715465 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:24,027 : INFO : EPOCH 2 - PROGRESS: at 34.52% examples, 714866 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:25,036 : INFO : EPOCH 2 - PROGRESS: at 34.86% examples, 714408 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:26,039 : INFO : EPOCH 2 - PROGRESS: at 35.18% examples, 713864 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:27,047 : INFO : EPOCH 2 - PROGRESS: at 35.50% examples, 713345 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:31:28,050 : INFO : EPOCH 2 - PROGRESS: at 35.82% examples, 712937 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:29,067 : INFO : EPOCH 2 - PROGRESS: at 36.12% examples, 712404 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:30,071 : INFO : EPOCH 2 - PROGRESS: at 36.44% examples, 711927 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:31,071 : INFO : EPOCH 2 - PROGRESS: at 36.77% examples, 711379 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:32,075 : INFO : EPOCH 2 - PROGRESS: at 37.07% examples, 710863 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:33,078 : INFO : EPOCH 2 - PROGRESS: at 37.41% examples, 710411 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:34,079 : INFO : EPOCH 2 - PROGRESS: at 37.72% examples, 710049 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:35,090 : INFO : EPOCH 2 - PROGRESS: at 38.05% examples, 709540 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:36,094 : INFO : EPOCH 2 - PROGRESS: at 38.37% examples, 709088 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:37,095 : INFO : EPOCH 2 - PROGRESS: at 38.69% examples, 708705 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:38,103 : INFO : EPOCH 2 - PROGRESS: at 39.01% examples, 708208 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:39,112 : INFO : EPOCH 2 - PROGRESS: at 39.31% examples, 707444 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:40,114 : INFO : EPOCH 2 - PROGRESS: at 39.62% examples, 706828 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:41,115 : INFO : EPOCH 2 - PROGRESS: at 39.92% examples, 706173 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:42,134 : INFO : EPOCH 2 - PROGRESS: at 40.18% examples, 705093 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:31:43,138 : INFO : EPOCH 2 - PROGRESS: at 40.50% examples, 705103 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:44,144 : INFO : EPOCH 2 - PROGRESS: at 40.85% examples, 705283 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:45,159 : INFO : EPOCH 2 - PROGRESS: at 41.23% examples, 705413 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:46,160 : INFO : EPOCH 2 - PROGRESS: at 41.58% examples, 705628 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:47,161 : INFO : EPOCH 2 - PROGRESS: at 41.94% examples, 705860 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:48,161 : INFO : EPOCH 2 - PROGRESS: at 42.30% examples, 705986 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:49,166 : INFO : EPOCH 2 - PROGRESS: at 42.65% examples, 706224 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:50,168 : INFO : EPOCH 2 - PROGRESS: at 43.01% examples, 706426 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:51,170 : INFO : EPOCH 2 - PROGRESS: at 43.37% examples, 706600 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:52,171 : INFO : EPOCH 2 - PROGRESS: at 43.75% examples, 706723 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:53,177 : INFO : EPOCH 2 - PROGRESS: at 44.08% examples, 706892 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:54,187 : INFO : EPOCH 2 - PROGRESS: at 44.43% examples, 707107 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:55,197 : INFO : EPOCH 2 - PROGRESS: at 44.77% examples, 707326 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:56,202 : INFO : EPOCH 2 - PROGRESS: at 45.10% examples, 707598 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:31:57,209 : INFO : EPOCH 2 - PROGRESS: at 45.47% examples, 707773 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:58,209 : INFO : EPOCH 2 - PROGRESS: at 45.81% examples, 707995 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:31:59,213 : INFO : EPOCH 2 - PROGRESS: at 46.18% examples, 708127 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:00,213 : INFO : EPOCH 2 - PROGRESS: at 46.52% examples, 708351 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:01,220 : INFO : EPOCH 2 - PROGRESS: at 46.92% examples, 708414 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:02,222 : INFO : EPOCH 2 - PROGRESS: at 47.28% examples, 708464 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:03,223 : INFO : EPOCH 2 - PROGRESS: at 47.64% examples, 708676 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:32:04,246 : INFO : EPOCH 2 - PROGRESS: at 48.03% examples, 708770 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:05,252 : INFO : EPOCH 2 - PROGRESS: at 48.40% examples, 708990 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:06,264 : INFO : EPOCH 2 - PROGRESS: at 48.78% examples, 709148 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:07,272 : INFO : EPOCH 2 - PROGRESS: at 49.12% examples, 709329 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:08,279 : INFO : EPOCH 2 - PROGRESS: at 49.48% examples, 709450 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:09,290 : INFO : EPOCH 2 - PROGRESS: at 49.86% examples, 709652 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:32:10,291 : INFO : EPOCH 2 - PROGRESS: at 50.22% examples, 709819 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:11,302 : INFO : EPOCH 2 - PROGRESS: at 50.55% examples, 709956 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:12,307 : INFO : EPOCH 2 - PROGRESS: at 50.93% examples, 710071 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:13,317 : INFO : EPOCH 2 - PROGRESS: at 51.25% examples, 710181 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:14,320 : INFO : EPOCH 2 - PROGRESS: at 51.60% examples, 710361 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:15,333 : INFO : EPOCH 2 - PROGRESS: at 51.96% examples, 710389 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:16,348 : INFO : EPOCH 2 - PROGRESS: at 52.33% examples, 710551 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:17,350 : INFO : EPOCH 2 - PROGRESS: at 52.66% examples, 710761 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:18,355 : INFO : EPOCH 2 - PROGRESS: at 53.00% examples, 710864 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:19,356 : INFO : EPOCH 2 - PROGRESS: at 53.35% examples, 711053 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:20,358 : INFO : EPOCH 2 - PROGRESS: at 53.69% examples, 711159 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:21,372 : INFO : EPOCH 2 - PROGRESS: at 54.05% examples, 711205 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:22,379 : INFO : EPOCH 2 - PROGRESS: at 54.38% examples, 711388 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:23,386 : INFO : EPOCH 2 - PROGRESS: at 54.71% examples, 711530 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:24,389 : INFO : EPOCH 2 - PROGRESS: at 55.08% examples, 711632 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:25,401 : INFO : EPOCH 2 - PROGRESS: at 55.42% examples, 711699 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:26,407 : INFO : EPOCH 2 - PROGRESS: at 55.77% examples, 711834 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:27,416 : INFO : EPOCH 2 - PROGRESS: at 56.13% examples, 711923 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:28,419 : INFO : EPOCH 2 - PROGRESS: at 56.46% examples, 712061 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:29,423 : INFO : EPOCH 2 - PROGRESS: at 56.84% examples, 712222 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:32:30,426 : INFO : EPOCH 2 - PROGRESS: at 57.19% examples, 712269 words/s, in_qsize 7, out_qsize 1
2020-07-24 04:32:31,431 : INFO : EPOCH 2 - PROGRESS: at 57.55% examples, 712360 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:32,447 : INFO : EPOCH 2 - PROGRESS: at 57.91% examples, 712529 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:33,460 : INFO : EPOCH 2 - PROGRESS: at 58.25% examples, 712572 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:34,467 : INFO : EPOCH 2 - PROGRESS: at 58.62% examples, 712694 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:35,471 : INFO : EPOCH 2 - PROGRESS: at 58.97% examples, 712901 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:36,481 : INFO : EPOCH 2 - PROGRESS: at 59.32% examples, 712980 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:37,489 : INFO : EPOCH 2 - PROGRESS: at 59.65% examples, 713058 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:38,492 : INFO : EPOCH 2 - PROGRESS: at 60.03% examples, 713146 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:39,498 : INFO : EPOCH 2 - PROGRESS: at 60.36% examples, 713178 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:40,504 : INFO : EPOCH 2 - PROGRESS: at 60.70% examples, 713289 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:41,505 : INFO : EPOCH 2 - PROGRESS: at 61.04% examples, 713373 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:42,515 : INFO : EPOCH 2 - PROGRESS: at 61.38% examples, 713462 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:43,518 : INFO : EPOCH 2 - PROGRESS: at 61.75% examples, 713580 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:44,525 : INFO : EPOCH 2 - PROGRESS: at 62.12% examples, 713637 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:45,528 : INFO : EPOCH 2 - PROGRESS: at 62.48% examples, 713703 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:46,536 : INFO : EPOCH 2 - PROGRESS: at 62.83% examples, 713871 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:47,549 : INFO : EPOCH 2 - PROGRESS: at 63.22% examples, 713905 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:48,561 : INFO : EPOCH 2 - PROGRESS: at 63.61% examples, 713992 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:49,575 : INFO : EPOCH 2 - PROGRESS: at 63.97% examples, 714047 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:50,577 : INFO : EPOCH 2 - PROGRESS: at 64.32% examples, 714133 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:51,578 : INFO : EPOCH 2 - PROGRESS: at 64.65% examples, 714279 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:52,581 : INFO : EPOCH 2 - PROGRESS: at 64.99% examples, 714356 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:53,583 : INFO : EPOCH 2 - PROGRESS: at 65.35% examples, 714412 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:54,591 : INFO : EPOCH 2 - PROGRESS: at 65.70% examples, 714508 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:55,594 : INFO : EPOCH 2 - PROGRESS: at 66.04% examples, 714618 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:56,596 : INFO : EPOCH 2 - PROGRESS: at 66.39% examples, 714689 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:57,613 : INFO : EPOCH 2 - PROGRESS: at 66.76% examples, 714672 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:58,628 : INFO : EPOCH 2 - PROGRESS: at 67.11% examples, 714810 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:32:59,632 : INFO : EPOCH 2 - PROGRESS: at 67.46% examples, 714909 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:00,635 : INFO : EPOCH 2 - PROGRESS: at 67.82% examples, 715004 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:01,639 : INFO : EPOCH 2 - PROGRESS: at 68.17% examples, 715114 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:02,641 : INFO : EPOCH 2 - PROGRESS: at 68.52% examples, 715200 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:03,652 : INFO : EPOCH 2 - PROGRESS: at 68.87% examples, 715257 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:04,652 : INFO : EPOCH 2 - PROGRESS: at 69.23% examples, 715323 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:05,662 : INFO : EPOCH 2 - PROGRESS: at 69.58% examples, 715415 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:06,673 : INFO : EPOCH 2 - PROGRESS: at 69.92% examples, 715467 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:07,694 : INFO : EPOCH 2 - PROGRESS: at 70.25% examples, 715552 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:33:08,697 : INFO : EPOCH 2 - PROGRESS: at 70.61% examples, 715598 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:09,700 : INFO : EPOCH 2 - PROGRESS: at 70.99% examples, 715641 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:10,701 : INFO : EPOCH 2 - PROGRESS: at 71.34% examples, 715694 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:11,715 : INFO : EPOCH 2 - PROGRESS: at 71.70% examples, 715726 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:12,725 : INFO : EPOCH 2 - PROGRESS: at 72.03% examples, 715839 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:13,730 : INFO : EPOCH 2 - PROGRESS: at 72.38% examples, 715849 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:14,736 : INFO : EPOCH 2 - PROGRESS: at 72.74% examples, 715973 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:15,739 : INFO : EPOCH 2 - PROGRESS: at 73.11% examples, 716021 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:16,744 : INFO : EPOCH 2 - PROGRESS: at 73.47% examples, 716062 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:17,745 : INFO : EPOCH 2 - PROGRESS: at 73.80% examples, 716117 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:18,751 : INFO : EPOCH 2 - PROGRESS: at 74.17% examples, 716177 words/s, in_qsize 7, out_qsize 1
2020-07-24 04:33:19,753 : INFO : EPOCH 2 - PROGRESS: at 74.52% examples, 716240 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:20,764 : INFO : EPOCH 2 - PROGRESS: at 74.84% examples, 716302 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:21,771 : INFO : EPOCH 2 - PROGRESS: at 75.18% examples, 716395 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:22,786 : INFO : EPOCH 2 - PROGRESS: at 75.52% examples, 716430 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:33:23,797 : INFO : EPOCH 2 - PROGRESS: at 75.87% examples, 716518 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:24,807 : INFO : EPOCH 2 - PROGRESS: at 76.20% examples, 716596 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:25,810 : INFO : EPOCH 2 - PROGRESS: at 76.55% examples, 716675 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:26,818 : INFO : EPOCH 2 - PROGRESS: at 76.90% examples, 716751 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:27,822 : INFO : EPOCH 2 - PROGRESS: at 77.27% examples, 716749 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:33:28,828 : INFO : EPOCH 2 - PROGRESS: at 77.63% examples, 716827 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:29,840 : INFO : EPOCH 2 - PROGRESS: at 77.98% examples, 716871 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:33:30,849 : INFO : EPOCH 2 - PROGRESS: at 78.33% examples, 716941 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:31,851 : INFO : EPOCH 2 - PROGRESS: at 78.68% examples, 717015 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:32,851 : INFO : EPOCH 2 - PROGRESS: at 79.03% examples, 717062 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:33,851 : INFO : EPOCH 2 - PROGRESS: at 79.38% examples, 717136 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:34,851 : INFO : EPOCH 2 - PROGRESS: at 79.73% examples, 717188 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:35,870 : INFO : EPOCH 2 - PROGRESS: at 80.09% examples, 717206 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:36,872 : INFO : EPOCH 2 - PROGRESS: at 80.46% examples, 717267 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:37,878 : INFO : EPOCH 2 - PROGRESS: at 80.81% examples, 717336 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:38,884 : INFO : EPOCH 2 - PROGRESS: at 81.17% examples, 717366 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:39,885 : INFO : EPOCH 2 - PROGRESS: at 81.51% examples, 717466 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:33:40,900 : INFO : EPOCH 2 - PROGRESS: at 81.85% examples, 717479 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:41,901 : INFO : EPOCH 2 - PROGRESS: at 82.21% examples, 717566 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:33:42,902 : INFO : EPOCH 2 - PROGRESS: at 82.55% examples, 717598 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:43,917 : INFO : EPOCH 2 - PROGRESS: at 82.89% examples, 717690 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:33:44,921 : INFO : EPOCH 2 - PROGRESS: at 83.23% examples, 717751 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:45,924 : INFO : EPOCH 2 - PROGRESS: at 83.60% examples, 717804 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:46,929 : INFO : EPOCH 2 - PROGRESS: at 83.95% examples, 717843 words/s, in_qsize 7, out_qsize 1
2020-07-24 04:33:47,931 : INFO : EPOCH 2 - PROGRESS: at 84.30% examples, 717924 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:48,932 : INFO : EPOCH 2 - PROGRESS: at 84.64% examples, 717928 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:49,938 : INFO : EPOCH 2 - PROGRESS: at 85.01% examples, 717976 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:50,943 : INFO : EPOCH 2 - PROGRESS: at 85.38% examples, 718025 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:51,946 : INFO : EPOCH 2 - PROGRESS: at 85.71% examples, 718080 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:52,955 : INFO : EPOCH 2 - PROGRESS: at 86.05% examples, 718137 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:53,961 : INFO : EPOCH 2 - PROGRESS: at 86.41% examples, 718196 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:54,973 : INFO : EPOCH 2 - PROGRESS: at 86.76% examples, 718281 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:55,980 : INFO : EPOCH 2 - PROGRESS: at 87.13% examples, 718330 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:56,984 : INFO : EPOCH 2 - PROGRESS: at 87.47% examples, 718387 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:33:57,987 : INFO : EPOCH 2 - PROGRESS: at 87.83% examples, 718430 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:33:58,993 : INFO : EPOCH 2 - PROGRESS: at 88.16% examples, 718460 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:00,006 : INFO : EPOCH 2 - PROGRESS: at 88.51% examples, 718491 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:34:01,008 : INFO : EPOCH 2 - PROGRESS: at 88.85% examples, 718542 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:02,018 : INFO : EPOCH 2 - PROGRESS: at 89.20% examples, 718611 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:03,024 : INFO : EPOCH 2 - PROGRESS: at 89.56% examples, 718641 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:04,031 : INFO : EPOCH 2 - PROGRESS: at 89.89% examples, 718664 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:05,031 : INFO : EPOCH 2 - PROGRESS: at 90.26% examples, 718724 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:06,038 : INFO : EPOCH 2 - PROGRESS: at 90.61% examples, 718702 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:07,049 : INFO : EPOCH 2 - PROGRESS: at 90.98% examples, 718760 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:08,052 : INFO : EPOCH 2 - PROGRESS: at 91.35% examples, 718797 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:34:09,067 : INFO : EPOCH 2 - PROGRESS: at 91.69% examples, 718873 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:10,080 : INFO : EPOCH 2 - PROGRESS: at 92.08% examples, 718898 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:11,096 : INFO : EPOCH 2 - PROGRESS: at 92.46% examples, 718930 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:12,111 : INFO : EPOCH 2 - PROGRESS: at 92.79% examples, 718975 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:13,118 : INFO : EPOCH 2 - PROGRESS: at 93.13% examples, 718998 words/s, in_qsize 7, out_qsize 1
2020-07-24 04:34:14,121 : INFO : EPOCH 2 - PROGRESS: at 93.45% examples, 719066 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:15,127 : INFO : EPOCH 2 - PROGRESS: at 93.80% examples, 719114 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:16,136 : INFO : EPOCH 2 - PROGRESS: at 94.14% examples, 719168 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:17,138 : INFO : EPOCH 2 - PROGRESS: at 94.47% examples, 719261 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:18,140 : INFO : EPOCH 2 - PROGRESS: at 94.84% examples, 719274 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:19,158 : INFO : EPOCH 2 - PROGRESS: at 95.17% examples, 719151 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:20,160 : INFO : EPOCH 2 - PROGRESS: at 95.52% examples, 719077 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:21,161 : INFO : EPOCH 2 - PROGRESS: at 95.86% examples, 719017 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:22,162 : INFO : EPOCH 2 - PROGRESS: at 96.13% examples, 718654 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:23,168 : INFO : EPOCH 2 - PROGRESS: at 96.47% examples, 718450 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:24,171 : INFO : EPOCH 2 - PROGRESS: at 96.82% examples, 718460 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:25,173 : INFO : EPOCH 2 - PROGRESS: at 97.17% examples, 718528 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:26,173 : INFO : EPOCH 2 - PROGRESS: at 97.53% examples, 718555 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:27,181 : INFO : EPOCH 2 - PROGRESS: at 97.85% examples, 718594 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:28,197 : INFO : EPOCH 2 - PROGRESS: at 98.21% examples, 718657 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:29,201 : INFO : EPOCH 2 - PROGRESS: at 98.56% examples, 718667 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:30,209 : INFO : EPOCH 2 - PROGRESS: at 98.94% examples, 718737 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:31,224 : INFO : EPOCH 2 - PROGRESS: at 99.30% examples, 718802 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:32,226 : INFO : EPOCH 2 - PROGRESS: at 99.68% examples, 718831 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:33,047 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 04:34:33,062 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 04:34:33,071 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 04:34:33,075 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 04:34:33,076 : INFO : EPOCH - 2 : training on 266670914 raw words (206931209 effective words) took 287.9s, 718845 effective words/s
2020-07-24 04:34:34,080 : INFO : EPOCH 3 - PROGRESS: at 0.32% examples, 714241 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:35,080 : INFO : EPOCH 3 - PROGRESS: at 0.65% examples, 725451 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:36,084 : INFO : EPOCH 3 - PROGRESS: at 0.99% examples, 723754 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:37,091 : INFO : EPOCH 3 - PROGRESS: at 1.33% examples, 724072 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:38,092 : INFO : EPOCH 3 - PROGRESS: at 1.67% examples, 727191 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:39,099 : INFO : EPOCH 3 - PROGRESS: at 2.04% examples, 726026 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:40,111 : INFO : EPOCH 3 - PROGRESS: at 2.40% examples, 725592 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:41,120 : INFO : EPOCH 3 - PROGRESS: at 2.74% examples, 725585 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:42,138 : INFO : EPOCH 3 - PROGRESS: at 3.11% examples, 724253 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:43,142 : INFO : EPOCH 3 - PROGRESS: at 3.46% examples, 724889 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:44,147 : INFO : EPOCH 3 - PROGRESS: at 3.84% examples, 724923 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:45,161 : INFO : EPOCH 3 - PROGRESS: at 4.17% examples, 725201 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:46,170 : INFO : EPOCH 3 - PROGRESS: at 4.52% examples, 726299 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:47,182 : INFO : EPOCH 3 - PROGRESS: at 4.89% examples, 726174 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:48,186 : INFO : EPOCH 3 - PROGRESS: at 5.25% examples, 725767 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:49,187 : INFO : EPOCH 3 - PROGRESS: at 5.60% examples, 726124 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:50,190 : INFO : EPOCH 3 - PROGRESS: at 5.94% examples, 725824 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:51,193 : INFO : EPOCH 3 - PROGRESS: at 6.30% examples, 725558 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:52,213 : INFO : EPOCH 3 - PROGRESS: at 6.66% examples, 725011 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:34:53,224 : INFO : EPOCH 3 - PROGRESS: at 7.03% examples, 724902 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:54,226 : INFO : EPOCH 3 - PROGRESS: at 7.39% examples, 725138 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:55,227 : INFO : EPOCH 3 - PROGRESS: at 7.77% examples, 725219 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:56,229 : INFO : EPOCH 3 - PROGRESS: at 8.13% examples, 725069 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:34:57,249 : INFO : EPOCH 3 - PROGRESS: at 8.49% examples, 725394 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:58,257 : INFO : EPOCH 3 - PROGRESS: at 8.86% examples, 725604 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:34:59,270 : INFO : EPOCH 3 - PROGRESS: at 9.22% examples, 725249 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:00,300 : INFO : EPOCH 3 - PROGRESS: at 9.54% examples, 725214 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:01,300 : INFO : EPOCH 3 - PROGRESS: at 9.91% examples, 725460 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:35:02,303 : INFO : EPOCH 3 - PROGRESS: at 10.27% examples, 725270 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:35:03,305 : INFO : EPOCH 3 - PROGRESS: at 10.63% examples, 725147 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:04,315 : INFO : EPOCH 3 - PROGRESS: at 10.98% examples, 725111 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:05,318 : INFO : EPOCH 3 - PROGRESS: at 11.32% examples, 725393 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:06,326 : INFO : EPOCH 3 - PROGRESS: at 11.67% examples, 725718 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:07,328 : INFO : EPOCH 3 - PROGRESS: at 12.04% examples, 725746 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:08,333 : INFO : EPOCH 3 - PROGRESS: at 12.38% examples, 725643 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:09,340 : INFO : EPOCH 3 - PROGRESS: at 12.73% examples, 725819 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:10,341 : INFO : EPOCH 3 - PROGRESS: at 13.08% examples, 726035 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:11,342 : INFO : EPOCH 3 - PROGRESS: at 13.44% examples, 725879 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:12,342 : INFO : EPOCH 3 - PROGRESS: at 13.80% examples, 725851 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:13,366 : INFO : EPOCH 3 - PROGRESS: at 14.16% examples, 725761 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:14,375 : INFO : EPOCH 3 - PROGRESS: at 14.54% examples, 725686 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:15,385 : INFO : EPOCH 3 - PROGRESS: at 14.90% examples, 725858 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:16,390 : INFO : EPOCH 3 - PROGRESS: at 15.23% examples, 725966 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:17,409 : INFO : EPOCH 3 - PROGRESS: at 15.58% examples, 726073 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:18,416 : INFO : EPOCH 3 - PROGRESS: at 15.94% examples, 726082 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:35:19,425 : INFO : EPOCH 3 - PROGRESS: at 16.32% examples, 726012 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:20,437 : INFO : EPOCH 3 - PROGRESS: at 16.66% examples, 726053 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:21,439 : INFO : EPOCH 3 - PROGRESS: at 17.01% examples, 726205 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:22,444 : INFO : EPOCH 3 - PROGRESS: at 17.38% examples, 726122 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:23,453 : INFO : EPOCH 3 - PROGRESS: at 17.74% examples, 726016 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:24,455 : INFO : EPOCH 3 - PROGRESS: at 18.10% examples, 726259 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:25,456 : INFO : EPOCH 3 - PROGRESS: at 18.47% examples, 726062 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:26,469 : INFO : EPOCH 3 - PROGRESS: at 18.82% examples, 726079 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:27,470 : INFO : EPOCH 3 - PROGRESS: at 19.16% examples, 726157 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:28,479 : INFO : EPOCH 3 - PROGRESS: at 19.49% examples, 726178 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:29,492 : INFO : EPOCH 3 - PROGRESS: at 19.85% examples, 726000 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:30,497 : INFO : EPOCH 3 - PROGRESS: at 20.23% examples, 726172 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:31,507 : INFO : EPOCH 3 - PROGRESS: at 20.59% examples, 726362 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:32,510 : INFO : EPOCH 3 - PROGRESS: at 20.96% examples, 726479 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:33,512 : INFO : EPOCH 3 - PROGRESS: at 21.34% examples, 726428 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:34,530 : INFO : EPOCH 3 - PROGRESS: at 21.72% examples, 726433 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:35,540 : INFO : EPOCH 3 - PROGRESS: at 22.07% examples, 726397 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:36,551 : INFO : EPOCH 3 - PROGRESS: at 22.42% examples, 726349 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:37,554 : INFO : EPOCH 3 - PROGRESS: at 22.80% examples, 726289 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:38,555 : INFO : EPOCH 3 - PROGRESS: at 23.15% examples, 726361 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:39,568 : INFO : EPOCH 3 - PROGRESS: at 23.50% examples, 726333 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:40,588 : INFO : EPOCH 3 - PROGRESS: at 23.87% examples, 726226 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:41,589 : INFO : EPOCH 3 - PROGRESS: at 24.24% examples, 726232 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:42,600 : INFO : EPOCH 3 - PROGRESS: at 24.61% examples, 726219 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:43,603 : INFO : EPOCH 3 - PROGRESS: at 24.96% examples, 726328 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:44,612 : INFO : EPOCH 3 - PROGRESS: at 25.29% examples, 726299 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:45,618 : INFO : EPOCH 3 - PROGRESS: at 25.64% examples, 726492 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:46,620 : INFO : EPOCH 3 - PROGRESS: at 26.00% examples, 726554 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:47,630 : INFO : EPOCH 3 - PROGRESS: at 26.34% examples, 726536 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:48,631 : INFO : EPOCH 3 - PROGRESS: at 26.69% examples, 726546 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:49,651 : INFO : EPOCH 3 - PROGRESS: at 27.06% examples, 726563 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:50,666 : INFO : EPOCH 3 - PROGRESS: at 27.43% examples, 726534 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:51,669 : INFO : EPOCH 3 - PROGRESS: at 27.80% examples, 726552 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:52,686 : INFO : EPOCH 3 - PROGRESS: at 28.17% examples, 726462 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:35:53,688 : INFO : EPOCH 3 - PROGRESS: at 28.54% examples, 726404 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:54,688 : INFO : EPOCH 3 - PROGRESS: at 28.89% examples, 726521 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:35:55,690 : INFO : EPOCH 3 - PROGRESS: at 29.26% examples, 726543 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:56,699 : INFO : EPOCH 3 - PROGRESS: at 29.60% examples, 726596 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:35:57,703 : INFO : EPOCH 3 - PROGRESS: at 29.97% examples, 726483 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:58,703 : INFO : EPOCH 3 - PROGRESS: at 30.34% examples, 726613 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:35:59,706 : INFO : EPOCH 3 - PROGRESS: at 30.69% examples, 726474 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:00,716 : INFO : EPOCH 3 - PROGRESS: at 31.07% examples, 726457 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:01,727 : INFO : EPOCH 3 - PROGRESS: at 31.43% examples, 726403 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:02,745 : INFO : EPOCH 3 - PROGRESS: at 31.75% examples, 726455 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:03,750 : INFO : EPOCH 3 - PROGRESS: at 32.10% examples, 726490 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:04,759 : INFO : EPOCH 3 - PROGRESS: at 32.46% examples, 726591 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:05,760 : INFO : EPOCH 3 - PROGRESS: at 32.81% examples, 726565 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:06,760 : INFO : EPOCH 3 - PROGRESS: at 33.20% examples, 726480 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:36:07,764 : INFO : EPOCH 3 - PROGRESS: at 33.59% examples, 726452 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:36:08,766 : INFO : EPOCH 3 - PROGRESS: at 33.94% examples, 726481 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:09,772 : INFO : EPOCH 3 - PROGRESS: at 34.32% examples, 726447 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:10,775 : INFO : EPOCH 3 - PROGRESS: at 34.68% examples, 726459 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:11,780 : INFO : EPOCH 3 - PROGRESS: at 35.06% examples, 726463 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:12,780 : INFO : EPOCH 3 - PROGRESS: at 35.39% examples, 726480 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:13,784 : INFO : EPOCH 3 - PROGRESS: at 35.75% examples, 726339 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:14,786 : INFO : EPOCH 3 - PROGRESS: at 36.08% examples, 726489 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:15,792 : INFO : EPOCH 3 - PROGRESS: at 36.42% examples, 726457 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:16,793 : INFO : EPOCH 3 - PROGRESS: at 36.79% examples, 726458 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:17,794 : INFO : EPOCH 3 - PROGRESS: at 37.12% examples, 726447 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:18,796 : INFO : EPOCH 3 - PROGRESS: at 37.50% examples, 726461 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:19,797 : INFO : EPOCH 3 - PROGRESS: at 37.84% examples, 726510 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:20,797 : INFO : EPOCH 3 - PROGRESS: at 38.19% examples, 726490 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:21,806 : INFO : EPOCH 3 - PROGRESS: at 38.55% examples, 726486 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:22,815 : INFO : EPOCH 3 - PROGRESS: at 38.89% examples, 726546 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:23,823 : INFO : EPOCH 3 - PROGRESS: at 39.25% examples, 726552 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:24,831 : INFO : EPOCH 3 - PROGRESS: at 39.61% examples, 726599 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:25,835 : INFO : EPOCH 3 - PROGRESS: at 39.94% examples, 726666 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:26,842 : INFO : EPOCH 3 - PROGRESS: at 40.28% examples, 726660 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:27,850 : INFO : EPOCH 3 - PROGRESS: at 40.62% examples, 726695 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:36:28,858 : INFO : EPOCH 3 - PROGRESS: at 40.98% examples, 726699 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:29,860 : INFO : EPOCH 3 - PROGRESS: at 41.36% examples, 726654 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:30,867 : INFO : EPOCH 3 - PROGRESS: at 41.71% examples, 726645 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:31,873 : INFO : EPOCH 3 - PROGRESS: at 42.09% examples, 726670 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:32,874 : INFO : EPOCH 3 - PROGRESS: at 42.43% examples, 726635 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:33,879 : INFO : EPOCH 3 - PROGRESS: at 42.77% examples, 726740 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:34,893 : INFO : EPOCH 3 - PROGRESS: at 43.13% examples, 726753 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:35,893 : INFO : EPOCH 3 - PROGRESS: at 43.51% examples, 726723 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:36,900 : INFO : EPOCH 3 - PROGRESS: at 43.86% examples, 726759 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:37,908 : INFO : EPOCH 3 - PROGRESS: at 44.21% examples, 726790 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:38,916 : INFO : EPOCH 3 - PROGRESS: at 44.56% examples, 726801 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:39,919 : INFO : EPOCH 3 - PROGRESS: at 44.89% examples, 726845 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:40,942 : INFO : EPOCH 3 - PROGRESS: at 45.20% examples, 726897 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:41,960 : INFO : EPOCH 3 - PROGRESS: at 45.59% examples, 726885 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:42,962 : INFO : EPOCH 3 - PROGRESS: at 45.93% examples, 726957 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:43,984 : INFO : EPOCH 3 - PROGRESS: at 46.29% examples, 726836 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:45,002 : INFO : EPOCH 3 - PROGRESS: at 46.67% examples, 726864 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:46,012 : INFO : EPOCH 3 - PROGRESS: at 47.05% examples, 726822 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:47,021 : INFO : EPOCH 3 - PROGRESS: at 47.43% examples, 726772 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:48,035 : INFO : EPOCH 3 - PROGRESS: at 47.78% examples, 726817 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:49,058 : INFO : EPOCH 3 - PROGRESS: at 48.16% examples, 726717 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:50,063 : INFO : EPOCH 3 - PROGRESS: at 48.54% examples, 726752 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:36:51,068 : INFO : EPOCH 3 - PROGRESS: at 48.90% examples, 726753 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:52,070 : INFO : EPOCH 3 - PROGRESS: at 49.24% examples, 726705 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:36:53,094 : INFO : EPOCH 3 - PROGRESS: at 49.62% examples, 726687 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:54,102 : INFO : EPOCH 3 - PROGRESS: at 49.99% examples, 726730 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:55,107 : INFO : EPOCH 3 - PROGRESS: at 50.33% examples, 726844 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:56,108 : INFO : EPOCH 3 - PROGRESS: at 50.67% examples, 726786 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:57,119 : INFO : EPOCH 3 - PROGRESS: at 51.04% examples, 726725 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:58,125 : INFO : EPOCH 3 - PROGRESS: at 51.37% examples, 726781 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:36:59,143 : INFO : EPOCH 3 - PROGRESS: at 51.70% examples, 726612 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:00,150 : INFO : EPOCH 3 - PROGRESS: at 52.05% examples, 726422 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:01,152 : INFO : EPOCH 3 - PROGRESS: at 52.39% examples, 726262 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:02,153 : INFO : EPOCH 3 - PROGRESS: at 52.67% examples, 725479 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:03,158 : INFO : EPOCH 3 - PROGRESS: at 52.98% examples, 725012 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:04,164 : INFO : EPOCH 3 - PROGRESS: at 53.31% examples, 725016 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:05,178 : INFO : EPOCH 3 - PROGRESS: at 53.67% examples, 725027 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:06,180 : INFO : EPOCH 3 - PROGRESS: at 54.03% examples, 725097 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:07,186 : INFO : EPOCH 3 - PROGRESS: at 54.36% examples, 725187 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:08,195 : INFO : EPOCH 3 - PROGRESS: at 54.68% examples, 725193 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:09,198 : INFO : EPOCH 3 - PROGRESS: at 55.05% examples, 725219 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:10,203 : INFO : EPOCH 3 - PROGRESS: at 55.39% examples, 725254 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:11,208 : INFO : EPOCH 3 - PROGRESS: at 55.75% examples, 725279 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:12,210 : INFO : EPOCH 3 - PROGRESS: at 56.10% examples, 725283 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:13,212 : INFO : EPOCH 3 - PROGRESS: at 56.43% examples, 725288 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:14,220 : INFO : EPOCH 3 - PROGRESS: at 56.80% examples, 725298 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:15,222 : INFO : EPOCH 3 - PROGRESS: at 57.15% examples, 725342 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:16,234 : INFO : EPOCH 3 - PROGRESS: at 57.50% examples, 725215 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:17,237 : INFO : EPOCH 3 - PROGRESS: at 57.86% examples, 725338 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:18,243 : INFO : EPOCH 3 - PROGRESS: at 58.20% examples, 725284 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:19,248 : INFO : EPOCH 3 - PROGRESS: at 58.57% examples, 725360 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:20,254 : INFO : EPOCH 3 - PROGRESS: at 58.92% examples, 725476 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:21,277 : INFO : EPOCH 3 - PROGRESS: at 59.27% examples, 725429 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:22,278 : INFO : EPOCH 3 - PROGRESS: at 59.61% examples, 725495 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:23,279 : INFO : EPOCH 3 - PROGRESS: at 59.98% examples, 725530 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:24,289 : INFO : EPOCH 3 - PROGRESS: at 60.33% examples, 725531 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:25,290 : INFO : EPOCH 3 - PROGRESS: at 60.67% examples, 725566 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:26,306 : INFO : EPOCH 3 - PROGRESS: at 61.01% examples, 725541 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:37:27,308 : INFO : EPOCH 3 - PROGRESS: at 61.33% examples, 725536 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:28,314 : INFO : EPOCH 3 - PROGRESS: at 61.70% examples, 725536 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:29,315 : INFO : EPOCH 3 - PROGRESS: at 62.07% examples, 725597 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:30,336 : INFO : EPOCH 3 - PROGRESS: at 62.43% examples, 725528 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:31,343 : INFO : EPOCH 3 - PROGRESS: at 62.79% examples, 725597 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:32,344 : INFO : EPOCH 3 - PROGRESS: at 63.17% examples, 725614 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:33,351 : INFO : EPOCH 3 - PROGRESS: at 63.55% examples, 725596 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:34,353 : INFO : EPOCH 3 - PROGRESS: at 63.92% examples, 725555 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:35,361 : INFO : EPOCH 3 - PROGRESS: at 64.27% examples, 725556 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:36,385 : INFO : EPOCH 3 - PROGRESS: at 64.59% examples, 725559 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:37:37,388 : INFO : EPOCH 3 - PROGRESS: at 64.94% examples, 725560 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:38,397 : INFO : EPOCH 3 - PROGRESS: at 65.30% examples, 725590 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:37:39,407 : INFO : EPOCH 3 - PROGRESS: at 65.63% examples, 725567 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:40,407 : INFO : EPOCH 3 - PROGRESS: at 65.97% examples, 725571 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:41,412 : INFO : EPOCH 3 - PROGRESS: at 66.34% examples, 725559 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:42,423 : INFO : EPOCH 3 - PROGRESS: at 66.69% examples, 725540 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:43,426 : INFO : EPOCH 3 - PROGRESS: at 67.02% examples, 725186 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:44,428 : INFO : EPOCH 3 - PROGRESS: at 67.32% examples, 724860 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:45,442 : INFO : EPOCH 3 - PROGRESS: at 67.65% examples, 724538 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:46,456 : INFO : EPOCH 3 - PROGRESS: at 67.96% examples, 724167 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:47,462 : INFO : EPOCH 3 - PROGRESS: at 68.28% examples, 723843 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:48,481 : INFO : EPOCH 3 - PROGRESS: at 68.61% examples, 723523 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:37:49,485 : INFO : EPOCH 3 - PROGRESS: at 68.93% examples, 723200 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:50,489 : INFO : EPOCH 3 - PROGRESS: at 69.25% examples, 722877 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:51,504 : INFO : EPOCH 3 - PROGRESS: at 69.57% examples, 722576 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:52,521 : INFO : EPOCH 3 - PROGRESS: at 69.87% examples, 722252 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:53,529 : INFO : EPOCH 3 - PROGRESS: at 70.19% examples, 721978 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:54,534 : INFO : EPOCH 3 - PROGRESS: at 70.48% examples, 721710 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:55,534 : INFO : EPOCH 3 - PROGRESS: at 70.83% examples, 721369 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:37:56,541 : INFO : EPOCH 3 - PROGRESS: at 71.17% examples, 721042 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:57,552 : INFO : EPOCH 3 - PROGRESS: at 71.50% examples, 720709 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:37:58,558 : INFO : EPOCH 3 - PROGRESS: at 71.79% examples, 720433 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:37:59,562 : INFO : EPOCH 3 - PROGRESS: at 72.10% examples, 720173 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:00,573 : INFO : EPOCH 3 - PROGRESS: at 72.43% examples, 719873 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:01,580 : INFO : EPOCH 3 - PROGRESS: at 72.75% examples, 719599 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:02,582 : INFO : EPOCH 3 - PROGRESS: at 73.09% examples, 719334 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:03,589 : INFO : EPOCH 3 - PROGRESS: at 73.41% examples, 719034 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:04,595 : INFO : EPOCH 3 - PROGRESS: at 73.72% examples, 718742 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:05,595 : INFO : EPOCH 3 - PROGRESS: at 74.04% examples, 718458 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:06,596 : INFO : EPOCH 3 - PROGRESS: at 74.37% examples, 718179 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:07,597 : INFO : EPOCH 3 - PROGRESS: at 74.67% examples, 717943 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:08,618 : INFO : EPOCH 3 - PROGRESS: at 74.97% examples, 717684 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:09,621 : INFO : EPOCH 3 - PROGRESS: at 75.28% examples, 717433 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:10,646 : INFO : EPOCH 3 - PROGRESS: at 75.60% examples, 717165 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:11,648 : INFO : EPOCH 3 - PROGRESS: at 75.91% examples, 716980 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:12,658 : INFO : EPOCH 3 - PROGRESS: at 76.21% examples, 716719 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:13,666 : INFO : EPOCH 3 - PROGRESS: at 76.52% examples, 716470 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:38:14,669 : INFO : EPOCH 3 - PROGRESS: at 76.85% examples, 716187 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:15,687 : INFO : EPOCH 3 - PROGRESS: at 77.16% examples, 715955 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:38:16,689 : INFO : EPOCH 3 - PROGRESS: at 77.51% examples, 715740 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:17,693 : INFO : EPOCH 3 - PROGRESS: at 77.82% examples, 715437 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:18,705 : INFO : EPOCH 3 - PROGRESS: at 78.15% examples, 715219 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:19,713 : INFO : EPOCH 3 - PROGRESS: at 78.46% examples, 715084 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:20,720 : INFO : EPOCH 3 - PROGRESS: at 78.78% examples, 714818 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:21,730 : INFO : EPOCH 3 - PROGRESS: at 79.10% examples, 714543 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:22,734 : INFO : EPOCH 3 - PROGRESS: at 79.41% examples, 714344 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:23,737 : INFO : EPOCH 3 - PROGRESS: at 79.73% examples, 714086 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:24,742 : INFO : EPOCH 3 - PROGRESS: at 80.07% examples, 713886 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:25,756 : INFO : EPOCH 3 - PROGRESS: at 80.40% examples, 713630 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:26,758 : INFO : EPOCH 3 - PROGRESS: at 80.72% examples, 713394 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:38:27,761 : INFO : EPOCH 3 - PROGRESS: at 81.05% examples, 713182 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:28,782 : INFO : EPOCH 3 - PROGRESS: at 81.36% examples, 712975 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:29,785 : INFO : EPOCH 3 - PROGRESS: at 81.66% examples, 712752 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:30,792 : INFO : EPOCH 3 - PROGRESS: at 81.99% examples, 712508 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:31,798 : INFO : EPOCH 3 - PROGRESS: at 82.31% examples, 712311 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:32,803 : INFO : EPOCH 3 - PROGRESS: at 82.61% examples, 712131 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:33,815 : INFO : EPOCH 3 - PROGRESS: at 82.92% examples, 711903 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:34,827 : INFO : EPOCH 3 - PROGRESS: at 83.23% examples, 711699 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:38:35,839 : INFO : EPOCH 3 - PROGRESS: at 83.58% examples, 711508 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:36,846 : INFO : EPOCH 3 - PROGRESS: at 83.88% examples, 711295 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:37,856 : INFO : EPOCH 3 - PROGRESS: at 84.20% examples, 711063 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:38,867 : INFO : EPOCH 3 - PROGRESS: at 84.53% examples, 710818 words/s, in_qsize 8, out_qsize 1
2020-07-24 04:38:39,872 : INFO : EPOCH 3 - PROGRESS: at 84.84% examples, 710641 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:38:40,878 : INFO : EPOCH 3 - PROGRESS: at 85.18% examples, 710430 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:41,878 : INFO : EPOCH 3 - PROGRESS: at 85.51% examples, 710272 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:42,899 : INFO : EPOCH 3 - PROGRESS: at 85.80% examples, 710042 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:43,908 : INFO : EPOCH 3 - PROGRESS: at 86.11% examples, 709851 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:44,927 : INFO : EPOCH 3 - PROGRESS: at 86.45% examples, 709640 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:45,950 : INFO : EPOCH 3 - PROGRESS: at 86.76% examples, 709452 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:46,963 : INFO : EPOCH 3 - PROGRESS: at 87.09% examples, 709267 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:47,974 : INFO : EPOCH 3 - PROGRESS: at 87.41% examples, 709066 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:48,979 : INFO : EPOCH 3 - PROGRESS: at 87.72% examples, 708887 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:49,982 : INFO : EPOCH 3 - PROGRESS: at 88.05% examples, 708702 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:38:50,983 : INFO : EPOCH 3 - PROGRESS: at 88.36% examples, 708483 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:51,992 : INFO : EPOCH 3 - PROGRESS: at 88.67% examples, 708384 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:38:52,999 : INFO : EPOCH 3 - PROGRESS: at 88.98% examples, 708197 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:38:54,003 : INFO : EPOCH 3 - PROGRESS: at 89.29% examples, 707998 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:55,025 : INFO : EPOCH 3 - PROGRESS: at 89.61% examples, 707789 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:56,039 : INFO : EPOCH 3 - PROGRESS: at 89.94% examples, 707635 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:57,046 : INFO : EPOCH 3 - PROGRESS: at 90.26% examples, 707485 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:58,049 : INFO : EPOCH 3 - PROGRESS: at 90.59% examples, 707295 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:38:59,062 : INFO : EPOCH 3 - PROGRESS: at 90.92% examples, 707046 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:39:00,072 : INFO : EPOCH 3 - PROGRESS: at 91.24% examples, 706860 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:01,095 : INFO : EPOCH 3 - PROGRESS: at 91.56% examples, 706691 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:02,098 : INFO : EPOCH 3 - PROGRESS: at 91.90% examples, 706504 words/s, in_qsize 6, out_qsize 2
2020-07-24 04:39:03,101 : INFO : EPOCH 3 - PROGRESS: at 92.25% examples, 706348 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:04,102 : INFO : EPOCH 3 - PROGRESS: at 92.58% examples, 706143 words/s, in_qsize 8, out_qsize 1
2020-07-24 04:39:05,117 : INFO : EPOCH 3 - PROGRESS: at 92.88% examples, 705977 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:06,119 : INFO : EPOCH 3 - PROGRESS: at 93.17% examples, 705839 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:07,119 : INFO : EPOCH 3 - PROGRESS: at 93.46% examples, 705700 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:08,123 : INFO : EPOCH 3 - PROGRESS: at 93.77% examples, 705549 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:09,128 : INFO : EPOCH 3 - PROGRESS: at 94.08% examples, 705401 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:10,133 : INFO : EPOCH 3 - PROGRESS: at 94.40% examples, 705271 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:39:11,157 : INFO : EPOCH 3 - PROGRESS: at 94.72% examples, 705096 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:12,174 : INFO : EPOCH 3 - PROGRESS: at 95.05% examples, 704949 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:13,191 : INFO : EPOCH 3 - PROGRESS: at 95.37% examples, 704781 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:14,203 : INFO : EPOCH 3 - PROGRESS: at 95.70% examples, 704617 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:15,203 : INFO : EPOCH 3 - PROGRESS: at 96.01% examples, 704477 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:16,212 : INFO : EPOCH 3 - PROGRESS: at 96.33% examples, 704346 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:17,220 : INFO : EPOCH 3 - PROGRESS: at 96.65% examples, 704165 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:39:18,223 : INFO : EPOCH 3 - PROGRESS: at 96.98% examples, 704028 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:19,223 : INFO : EPOCH 3 - PROGRESS: at 97.28% examples, 703914 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:39:20,225 : INFO : EPOCH 3 - PROGRESS: at 97.61% examples, 703732 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:21,242 : INFO : EPOCH 3 - PROGRESS: at 97.90% examples, 703566 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:22,246 : INFO : EPOCH 3 - PROGRESS: at 98.23% examples, 703432 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:39:23,251 : INFO : EPOCH 3 - PROGRESS: at 98.55% examples, 703262 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:39:24,268 : INFO : EPOCH 3 - PROGRESS: at 98.89% examples, 703111 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:25,272 : INFO : EPOCH 3 - PROGRESS: at 99.21% examples, 702966 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:26,287 : INFO : EPOCH 3 - PROGRESS: at 99.55% examples, 702821 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:27,295 : INFO : EPOCH 3 - PROGRESS: at 99.89% examples, 702662 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:27,567 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 04:39:27,582 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 04:39:27,589 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 04:39:27,598 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 04:39:27,599 : INFO : EPOCH - 3 : training on 266670914 raw words (206934593 effective words) took 294.5s, 702616 effective words/s
2020-07-24 04:39:28,613 : INFO : EPOCH 4 - PROGRESS: at 0.30% examples, 650313 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:29,626 : INFO : EPOCH 4 - PROGRESS: at 0.59% examples, 653868 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:30,634 : INFO : EPOCH 4 - PROGRESS: at 0.90% examples, 658300 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:31,650 : INFO : EPOCH 4 - PROGRESS: at 1.22% examples, 658984 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:32,658 : INFO : EPOCH 4 - PROGRESS: at 1.53% examples, 659355 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:33,662 : INFO : EPOCH 4 - PROGRESS: at 1.84% examples, 660577 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:39:34,665 : INFO : EPOCH 4 - PROGRESS: at 2.17% examples, 659281 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:35,676 : INFO : EPOCH 4 - PROGRESS: at 2.49% examples, 659974 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:39:36,679 : INFO : EPOCH 4 - PROGRESS: at 2.82% examples, 660039 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:37,706 : INFO : EPOCH 4 - PROGRESS: at 3.16% examples, 658402 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:38,722 : INFO : EPOCH 4 - PROGRESS: at 3.47% examples, 657514 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:39,730 : INFO : EPOCH 4 - PROGRESS: at 3.80% examples, 655162 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:39:40,736 : INFO : EPOCH 4 - PROGRESS: at 4.08% examples, 652946 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:39:41,747 : INFO : EPOCH 4 - PROGRESS: at 4.35% examples, 648333 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:42,751 : INFO : EPOCH 4 - PROGRESS: at 4.66% examples, 647046 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:43,762 : INFO : EPOCH 4 - PROGRESS: at 5.02% examples, 651946 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:44,764 : INFO : EPOCH 4 - PROGRESS: at 5.40% examples, 655961 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:45,767 : INFO : EPOCH 4 - PROGRESS: at 5.74% examples, 659708 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:46,772 : INFO : EPOCH 4 - PROGRESS: at 6.09% examples, 663508 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:47,781 : INFO : EPOCH 4 - PROGRESS: at 6.45% examples, 666058 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:48,786 : INFO : EPOCH 4 - PROGRESS: at 6.82% examples, 668623 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:49,795 : INFO : EPOCH 4 - PROGRESS: at 7.18% examples, 671424 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:50,795 : INFO : EPOCH 4 - PROGRESS: at 7.54% examples, 674129 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:51,805 : INFO : EPOCH 4 - PROGRESS: at 7.92% examples, 675917 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:52,813 : INFO : EPOCH 4 - PROGRESS: at 8.28% examples, 678070 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:39:53,825 : INFO : EPOCH 4 - PROGRESS: at 8.64% examples, 680218 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:54,826 : INFO : EPOCH 4 - PROGRESS: at 9.02% examples, 681924 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:55,835 : INFO : EPOCH 4 - PROGRESS: at 9.35% examples, 683432 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:56,852 : INFO : EPOCH 4 - PROGRESS: at 9.70% examples, 685016 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:57,864 : INFO : EPOCH 4 - PROGRESS: at 10.06% examples, 686542 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:58,868 : INFO : EPOCH 4 - PROGRESS: at 10.42% examples, 687566 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:39:59,873 : INFO : EPOCH 4 - PROGRESS: at 10.77% examples, 688717 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:00,873 : INFO : EPOCH 4 - PROGRESS: at 11.12% examples, 689787 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:40:01,875 : INFO : EPOCH 4 - PROGRESS: at 11.46% examples, 690949 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:02,885 : INFO : EPOCH 4 - PROGRESS: at 11.83% examples, 692339 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:03,899 : INFO : EPOCH 4 - PROGRESS: at 12.17% examples, 693243 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:04,918 : INFO : EPOCH 4 - PROGRESS: at 12.53% examples, 694024 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:05,933 : INFO : EPOCH 4 - PROGRESS: at 12.89% examples, 694824 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:06,936 : INFO : EPOCH 4 - PROGRESS: at 13.22% examples, 695944 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:07,940 : INFO : EPOCH 4 - PROGRESS: at 13.60% examples, 696560 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:08,941 : INFO : EPOCH 4 - PROGRESS: at 13.96% examples, 697475 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:09,947 : INFO : EPOCH 4 - PROGRESS: at 14.34% examples, 698072 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:10,955 : INFO : EPOCH 4 - PROGRESS: at 14.69% examples, 698524 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:11,958 : INFO : EPOCH 4 - PROGRESS: at 15.04% examples, 699200 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:12,966 : INFO : EPOCH 4 - PROGRESS: at 15.36% examples, 700104 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:13,970 : INFO : EPOCH 4 - PROGRESS: at 15.73% examples, 700684 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:14,984 : INFO : EPOCH 4 - PROGRESS: at 16.09% examples, 701328 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:40:16,002 : INFO : EPOCH 4 - PROGRESS: at 16.47% examples, 701610 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:17,007 : INFO : EPOCH 4 - PROGRESS: at 16.80% examples, 702189 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:18,009 : INFO : EPOCH 4 - PROGRESS: at 17.16% examples, 702539 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:19,025 : INFO : EPOCH 4 - PROGRESS: at 17.52% examples, 703126 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:20,043 : INFO : EPOCH 4 - PROGRESS: at 17.91% examples, 703351 words/s, in_qsize 7, out_qsize 1
2020-07-24 04:40:21,044 : INFO : EPOCH 4 - PROGRESS: at 18.26% examples, 703936 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:22,052 : INFO : EPOCH 4 - PROGRESS: at 18.62% examples, 704340 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:23,058 : INFO : EPOCH 4 - PROGRESS: at 18.96% examples, 704580 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:24,076 : INFO : EPOCH 4 - PROGRESS: at 19.30% examples, 704695 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:25,090 : INFO : EPOCH 4 - PROGRESS: at 19.65% examples, 705190 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:26,098 : INFO : EPOCH 4 - PROGRESS: at 20.01% examples, 705706 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:27,099 : INFO : EPOCH 4 - PROGRESS: at 20.37% examples, 705999 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:28,119 : INFO : EPOCH 4 - PROGRESS: at 20.74% examples, 706168 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:29,121 : INFO : EPOCH 4 - PROGRESS: at 21.11% examples, 706608 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:30,140 : INFO : EPOCH 4 - PROGRESS: at 21.50% examples, 706937 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:31,149 : INFO : EPOCH 4 - PROGRESS: at 21.87% examples, 707179 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:32,155 : INFO : EPOCH 4 - PROGRESS: at 22.21% examples, 707460 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:33,168 : INFO : EPOCH 4 - PROGRESS: at 22.57% examples, 707737 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:34,175 : INFO : EPOCH 4 - PROGRESS: at 22.94% examples, 708042 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:35,182 : INFO : EPOCH 4 - PROGRESS: at 23.31% examples, 708272 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:36,187 : INFO : EPOCH 4 - PROGRESS: at 23.65% examples, 708674 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:37,207 : INFO : EPOCH 4 - PROGRESS: at 24.03% examples, 708858 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:38,208 : INFO : EPOCH 4 - PROGRESS: at 24.39% examples, 709180 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:39,211 : INFO : EPOCH 4 - PROGRESS: at 24.76% examples, 709479 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:40,224 : INFO : EPOCH 4 - PROGRESS: at 25.10% examples, 709765 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:41,235 : INFO : EPOCH 4 - PROGRESS: at 25.45% examples, 710084 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:42,242 : INFO : EPOCH 4 - PROGRESS: at 25.80% examples, 710401 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:43,252 : INFO : EPOCH 4 - PROGRESS: at 26.15% examples, 710618 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:44,256 : INFO : EPOCH 4 - PROGRESS: at 26.50% examples, 710832 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:45,262 : INFO : EPOCH 4 - PROGRESS: at 26.85% examples, 710936 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:46,282 : INFO : EPOCH 4 - PROGRESS: at 27.22% examples, 711150 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:47,283 : INFO : EPOCH 4 - PROGRESS: at 27.59% examples, 711447 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:48,298 : INFO : EPOCH 4 - PROGRESS: at 27.95% examples, 711661 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:49,305 : INFO : EPOCH 4 - PROGRESS: at 28.32% examples, 711939 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:50,308 : INFO : EPOCH 4 - PROGRESS: at 28.70% examples, 712046 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:51,311 : INFO : EPOCH 4 - PROGRESS: at 29.05% examples, 712256 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:52,316 : INFO : EPOCH 4 - PROGRESS: at 29.42% examples, 712455 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:53,321 : INFO : EPOCH 4 - PROGRESS: at 29.78% examples, 712599 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:54,354 : INFO : EPOCH 4 - PROGRESS: at 30.14% examples, 712712 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:55,375 : INFO : EPOCH 4 - PROGRESS: at 30.51% examples, 712853 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:56,384 : INFO : EPOCH 4 - PROGRESS: at 30.89% examples, 713094 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:57,394 : INFO : EPOCH 4 - PROGRESS: at 31.26% examples, 713248 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:58,405 : INFO : EPOCH 4 - PROGRESS: at 31.60% examples, 713452 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:40:59,431 : INFO : EPOCH 4 - PROGRESS: at 31.92% examples, 713625 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:41:00,432 : INFO : EPOCH 4 - PROGRESS: at 32.27% examples, 713779 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:01,444 : INFO : EPOCH 4 - PROGRESS: at 32.64% examples, 714080 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:02,446 : INFO : EPOCH 4 - PROGRESS: at 33.02% examples, 714088 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:03,457 : INFO : EPOCH 4 - PROGRESS: at 33.41% examples, 714072 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:04,460 : INFO : EPOCH 4 - PROGRESS: at 33.78% examples, 714207 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:05,463 : INFO : EPOCH 4 - PROGRESS: at 34.16% examples, 714356 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:06,486 : INFO : EPOCH 4 - PROGRESS: at 34.52% examples, 714445 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:41:07,490 : INFO : EPOCH 4 - PROGRESS: at 34.89% examples, 714623 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:41:08,497 : INFO : EPOCH 4 - PROGRESS: at 35.24% examples, 714762 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:09,506 : INFO : EPOCH 4 - PROGRESS: at 35.59% examples, 714890 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:10,512 : INFO : EPOCH 4 - PROGRESS: at 35.93% examples, 715098 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:11,514 : INFO : EPOCH 4 - PROGRESS: at 36.27% examples, 715207 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:12,532 : INFO : EPOCH 4 - PROGRESS: at 36.64% examples, 715244 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:13,540 : INFO : EPOCH 4 - PROGRESS: at 36.98% examples, 715332 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:41:14,552 : INFO : EPOCH 4 - PROGRESS: at 37.35% examples, 715406 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:15,563 : INFO : EPOCH 4 - PROGRESS: at 37.70% examples, 715564 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:16,567 : INFO : EPOCH 4 - PROGRESS: at 38.06% examples, 715747 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:17,575 : INFO : EPOCH 4 - PROGRESS: at 38.41% examples, 715838 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:18,577 : INFO : EPOCH 4 - PROGRESS: at 38.76% examples, 715962 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:19,585 : INFO : EPOCH 4 - PROGRESS: at 39.12% examples, 715929 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:20,589 : INFO : EPOCH 4 - PROGRESS: at 39.47% examples, 716096 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:21,597 : INFO : EPOCH 4 - PROGRESS: at 39.81% examples, 716165 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:22,605 : INFO : EPOCH 4 - PROGRESS: at 40.15% examples, 716224 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:23,614 : INFO : EPOCH 4 - PROGRESS: at 40.47% examples, 716340 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:24,614 : INFO : EPOCH 4 - PROGRESS: at 40.83% examples, 716462 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:25,617 : INFO : EPOCH 4 - PROGRESS: at 41.20% examples, 716551 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:26,627 : INFO : EPOCH 4 - PROGRESS: at 41.56% examples, 716651 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:27,631 : INFO : EPOCH 4 - PROGRESS: at 41.92% examples, 716721 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:28,631 : INFO : EPOCH 4 - PROGRESS: at 42.28% examples, 716781 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:41:29,642 : INFO : EPOCH 4 - PROGRESS: at 42.63% examples, 716829 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:30,665 : INFO : EPOCH 4 - PROGRESS: at 42.98% examples, 716950 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:41:31,673 : INFO : EPOCH 4 - PROGRESS: at 43.35% examples, 717085 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:32,689 : INFO : EPOCH 4 - PROGRESS: at 43.73% examples, 717080 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:41:33,691 : INFO : EPOCH 4 - PROGRESS: at 44.07% examples, 717240 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:34,693 : INFO : EPOCH 4 - PROGRESS: at 44.41% examples, 717317 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:35,704 : INFO : EPOCH 4 - PROGRESS: at 44.75% examples, 717440 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:36,717 : INFO : EPOCH 4 - PROGRESS: at 45.08% examples, 717520 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:41:37,718 : INFO : EPOCH 4 - PROGRESS: at 45.45% examples, 717646 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:38,729 : INFO : EPOCH 4 - PROGRESS: at 45.79% examples, 717841 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:39,732 : INFO : EPOCH 4 - PROGRESS: at 46.16% examples, 717879 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:40,736 : INFO : EPOCH 4 - PROGRESS: at 46.50% examples, 717999 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:41,745 : INFO : EPOCH 4 - PROGRESS: at 46.89% examples, 717990 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:42,751 : INFO : EPOCH 4 - PROGRESS: at 47.27% examples, 718079 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:43,756 : INFO : EPOCH 4 - PROGRESS: at 47.63% examples, 718153 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:44,761 : INFO : EPOCH 4 - PROGRESS: at 48.01% examples, 718223 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:45,772 : INFO : EPOCH 4 - PROGRESS: at 48.37% examples, 718232 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:46,802 : INFO : EPOCH 4 - PROGRESS: at 48.75% examples, 718254 words/s, in_qsize 8, out_qsize 1
2020-07-24 04:41:47,805 : INFO : EPOCH 4 - PROGRESS: at 49.10% examples, 718377 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:48,823 : INFO : EPOCH 4 - PROGRESS: at 49.45% examples, 718377 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:49,824 : INFO : EPOCH 4 - PROGRESS: at 49.83% examples, 718476 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:50,837 : INFO : EPOCH 4 - PROGRESS: at 50.19% examples, 718608 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:51,837 : INFO : EPOCH 4 - PROGRESS: at 50.53% examples, 718715 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:52,849 : INFO : EPOCH 4 - PROGRESS: at 50.89% examples, 718641 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:53,855 : INFO : EPOCH 4 - PROGRESS: at 51.23% examples, 718701 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:54,872 : INFO : EPOCH 4 - PROGRESS: at 51.57% examples, 718739 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:55,890 : INFO : EPOCH 4 - PROGRESS: at 51.93% examples, 718768 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:56,907 : INFO : EPOCH 4 - PROGRESS: at 52.29% examples, 718854 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:57,910 : INFO : EPOCH 4 - PROGRESS: at 52.62% examples, 718930 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:58,911 : INFO : EPOCH 4 - PROGRESS: at 52.97% examples, 719031 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:41:59,912 : INFO : EPOCH 4 - PROGRESS: at 53.31% examples, 719128 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:00,914 : INFO : EPOCH 4 - PROGRESS: at 53.65% examples, 719186 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:01,914 : INFO : EPOCH 4 - PROGRESS: at 54.01% examples, 719205 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:02,935 : INFO : EPOCH 4 - PROGRESS: at 54.34% examples, 719228 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:03,949 : INFO : EPOCH 4 - PROGRESS: at 54.67% examples, 719355 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:04,953 : INFO : EPOCH 4 - PROGRESS: at 55.04% examples, 719412 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:05,964 : INFO : EPOCH 4 - PROGRESS: at 55.38% examples, 719462 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:06,969 : INFO : EPOCH 4 - PROGRESS: at 55.74% examples, 719496 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:07,971 : INFO : EPOCH 4 - PROGRESS: at 56.09% examples, 719549 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:08,979 : INFO : EPOCH 4 - PROGRESS: at 56.42% examples, 719634 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:09,984 : INFO : EPOCH 4 - PROGRESS: at 56.79% examples, 719689 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:10,986 : INFO : EPOCH 4 - PROGRESS: at 57.14% examples, 719741 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:12,001 : INFO : EPOCH 4 - PROGRESS: at 57.50% examples, 719760 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:13,008 : INFO : EPOCH 4 - PROGRESS: at 57.85% examples, 719821 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:42:14,028 : INFO : EPOCH 4 - PROGRESS: at 58.20% examples, 719836 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:15,032 : INFO : EPOCH 4 - PROGRESS: at 58.57% examples, 719931 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:16,044 : INFO : EPOCH 4 - PROGRESS: at 58.92% examples, 720049 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:17,062 : INFO : EPOCH 4 - PROGRESS: at 59.27% examples, 720057 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:18,077 : INFO : EPOCH 4 - PROGRESS: at 59.61% examples, 720140 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:19,085 : INFO : EPOCH 4 - PROGRESS: at 59.97% examples, 719979 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:20,086 : INFO : EPOCH 4 - PROGRESS: at 60.31% examples, 719849 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:21,103 : INFO : EPOCH 4 - PROGRESS: at 60.64% examples, 719695 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:22,108 : INFO : EPOCH 4 - PROGRESS: at 60.92% examples, 719079 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:23,109 : INFO : EPOCH 4 - PROGRESS: at 61.21% examples, 718955 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:24,113 : INFO : EPOCH 4 - PROGRESS: at 61.57% examples, 719014 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:25,118 : INFO : EPOCH 4 - PROGRESS: at 61.96% examples, 719072 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:26,138 : INFO : EPOCH 4 - PROGRESS: at 62.32% examples, 719058 words/s, in_qsize 7, out_qsize 1
2020-07-24 04:42:27,157 : INFO : EPOCH 4 - PROGRESS: at 62.69% examples, 719121 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:28,179 : INFO : EPOCH 4 - PROGRESS: at 63.07% examples, 719178 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:42:29,190 : INFO : EPOCH 4 - PROGRESS: at 63.44% examples, 719181 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:30,196 : INFO : EPOCH 4 - PROGRESS: at 63.82% examples, 719199 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:31,206 : INFO : EPOCH 4 - PROGRESS: at 64.18% examples, 719217 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:32,217 : INFO : EPOCH 4 - PROGRESS: at 64.50% examples, 719222 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:33,217 : INFO : EPOCH 4 - PROGRESS: at 64.84% examples, 719331 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:34,220 : INFO : EPOCH 4 - PROGRESS: at 65.19% examples, 719365 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:35,225 : INFO : EPOCH 4 - PROGRESS: at 65.52% examples, 719367 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:36,233 : INFO : EPOCH 4 - PROGRESS: at 65.87% examples, 719453 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:37,247 : INFO : EPOCH 4 - PROGRESS: at 66.23% examples, 719502 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:38,267 : INFO : EPOCH 4 - PROGRESS: at 66.59% examples, 719498 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:39,270 : INFO : EPOCH 4 - PROGRESS: at 66.95% examples, 719523 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:40,277 : INFO : EPOCH 4 - PROGRESS: at 67.30% examples, 719628 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:41,287 : INFO : EPOCH 4 - PROGRESS: at 67.66% examples, 719655 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:42,298 : INFO : EPOCH 4 - PROGRESS: at 68.01% examples, 719713 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:43,299 : INFO : EPOCH 4 - PROGRESS: at 68.36% examples, 719782 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:44,303 : INFO : EPOCH 4 - PROGRESS: at 68.71% examples, 719850 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:45,310 : INFO : EPOCH 4 - PROGRESS: at 69.07% examples, 719916 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:46,313 : INFO : EPOCH 4 - PROGRESS: at 69.40% examples, 719950 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:47,314 : INFO : EPOCH 4 - PROGRESS: at 69.74% examples, 719930 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:48,325 : INFO : EPOCH 4 - PROGRESS: at 70.09% examples, 719996 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:49,327 : INFO : EPOCH 4 - PROGRESS: at 70.42% examples, 720110 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:50,343 : INFO : EPOCH 4 - PROGRESS: at 70.81% examples, 720091 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:51,362 : INFO : EPOCH 4 - PROGRESS: at 71.18% examples, 720159 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:52,364 : INFO : EPOCH 4 - PROGRESS: at 71.55% examples, 720157 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:53,366 : INFO : EPOCH 4 - PROGRESS: at 71.87% examples, 720262 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:54,376 : INFO : EPOCH 4 - PROGRESS: at 72.20% examples, 720258 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:55,378 : INFO : EPOCH 4 - PROGRESS: at 72.58% examples, 720314 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:56,380 : INFO : EPOCH 4 - PROGRESS: at 72.94% examples, 720343 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:57,387 : INFO : EPOCH 4 - PROGRESS: at 73.29% examples, 720364 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:58,394 : INFO : EPOCH 4 - PROGRESS: at 73.65% examples, 720395 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:42:59,401 : INFO : EPOCH 4 - PROGRESS: at 74.00% examples, 720447 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:00,411 : INFO : EPOCH 4 - PROGRESS: at 74.35% examples, 720463 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:01,417 : INFO : EPOCH 4 - PROGRESS: at 74.69% examples, 720504 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:02,426 : INFO : EPOCH 4 - PROGRESS: at 75.02% examples, 720499 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:03,438 : INFO : EPOCH 4 - PROGRESS: at 75.36% examples, 720552 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:04,448 : INFO : EPOCH 4 - PROGRESS: at 75.71% examples, 720616 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:05,464 : INFO : EPOCH 4 - PROGRESS: at 76.04% examples, 720667 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:06,469 : INFO : EPOCH 4 - PROGRESS: at 76.39% examples, 720729 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:43:07,486 : INFO : EPOCH 4 - PROGRESS: at 76.74% examples, 720709 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:08,496 : INFO : EPOCH 4 - PROGRESS: at 77.08% examples, 720727 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:43:09,509 : INFO : EPOCH 4 - PROGRESS: at 77.45% examples, 720727 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:10,521 : INFO : EPOCH 4 - PROGRESS: at 77.80% examples, 720753 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:11,534 : INFO : EPOCH 4 - PROGRESS: at 78.16% examples, 720786 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:12,535 : INFO : EPOCH 4 - PROGRESS: at 78.50% examples, 720850 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:13,537 : INFO : EPOCH 4 - PROGRESS: at 78.86% examples, 720883 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:14,543 : INFO : EPOCH 4 - PROGRESS: at 79.20% examples, 720891 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:15,548 : INFO : EPOCH 4 - PROGRESS: at 79.55% examples, 720928 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:16,562 : INFO : EPOCH 4 - PROGRESS: at 79.92% examples, 720919 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:17,583 : INFO : EPOCH 4 - PROGRESS: at 80.28% examples, 720948 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:18,587 : INFO : EPOCH 4 - PROGRESS: at 80.65% examples, 720987 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:19,609 : INFO : EPOCH 4 - PROGRESS: at 81.01% examples, 721013 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:20,611 : INFO : EPOCH 4 - PROGRESS: at 81.34% examples, 721069 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:43:21,614 : INFO : EPOCH 4 - PROGRESS: at 81.68% examples, 721106 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:22,623 : INFO : EPOCH 4 - PROGRESS: at 82.04% examples, 721136 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:23,630 : INFO : EPOCH 4 - PROGRESS: at 82.38% examples, 721130 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:43:24,635 : INFO : EPOCH 4 - PROGRESS: at 82.71% examples, 721209 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:25,647 : INFO : EPOCH 4 - PROGRESS: at 83.07% examples, 721229 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:26,648 : INFO : EPOCH 4 - PROGRESS: at 83.41% examples, 721246 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:27,652 : INFO : EPOCH 4 - PROGRESS: at 83.75% examples, 721268 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:28,661 : INFO : EPOCH 4 - PROGRESS: at 84.12% examples, 721273 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:29,676 : INFO : EPOCH 4 - PROGRESS: at 84.48% examples, 721278 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:43:30,678 : INFO : EPOCH 4 - PROGRESS: at 84.82% examples, 721344 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:43:31,680 : INFO : EPOCH 4 - PROGRESS: at 85.18% examples, 721328 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:43:32,690 : INFO : EPOCH 4 - PROGRESS: at 85.55% examples, 721353 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:33,698 : INFO : EPOCH 4 - PROGRESS: at 85.87% examples, 721381 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:34,701 : INFO : EPOCH 4 - PROGRESS: at 86.21% examples, 721399 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:35,702 : INFO : EPOCH 4 - PROGRESS: at 86.58% examples, 721471 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:36,705 : INFO : EPOCH 4 - PROGRESS: at 86.91% examples, 721477 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:37,727 : INFO : EPOCH 4 - PROGRESS: at 87.28% examples, 721476 words/s, in_qsize 7, out_qsize 1
2020-07-24 04:43:38,729 : INFO : EPOCH 4 - PROGRESS: at 87.62% examples, 721494 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:39,737 : INFO : EPOCH 4 - PROGRESS: at 87.97% examples, 721532 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:40,742 : INFO : EPOCH 4 - PROGRESS: at 88.32% examples, 721529 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:41,748 : INFO : EPOCH 4 - PROGRESS: at 88.65% examples, 721554 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:42,760 : INFO : EPOCH 4 - PROGRESS: at 88.99% examples, 721577 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:43,767 : INFO : EPOCH 4 - PROGRESS: at 89.34% examples, 721584 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:44,782 : INFO : EPOCH 4 - PROGRESS: at 89.68% examples, 721597 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:45,785 : INFO : EPOCH 4 - PROGRESS: at 90.05% examples, 721604 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:46,788 : INFO : EPOCH 4 - PROGRESS: at 90.39% examples, 721628 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:47,790 : INFO : EPOCH 4 - PROGRESS: at 90.77% examples, 721600 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:48,811 : INFO : EPOCH 4 - PROGRESS: at 91.13% examples, 721635 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:49,812 : INFO : EPOCH 4 - PROGRESS: at 91.48% examples, 721646 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:43:50,814 : INFO : EPOCH 4 - PROGRESS: at 91.83% examples, 721664 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:51,820 : INFO : EPOCH 4 - PROGRESS: at 92.21% examples, 721653 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:52,820 : INFO : EPOCH 4 - PROGRESS: at 92.58% examples, 721685 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:53,824 : INFO : EPOCH 4 - PROGRESS: at 92.91% examples, 721689 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:54,834 : INFO : EPOCH 4 - PROGRESS: at 93.24% examples, 721726 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:55,839 : INFO : EPOCH 4 - PROGRESS: at 93.56% examples, 721773 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:56,843 : INFO : EPOCH 4 - PROGRESS: at 93.90% examples, 721825 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:57,855 : INFO : EPOCH 4 - PROGRESS: at 94.24% examples, 721810 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:58,867 : INFO : EPOCH 4 - PROGRESS: at 94.57% examples, 721827 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:43:59,867 : INFO : EPOCH 4 - PROGRESS: at 94.95% examples, 721848 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:00,872 : INFO : EPOCH 4 - PROGRESS: at 95.29% examples, 721847 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:01,881 : INFO : EPOCH 4 - PROGRESS: at 95.63% examples, 721715 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:02,891 : INFO : EPOCH 4 - PROGRESS: at 95.95% examples, 721493 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:03,899 : INFO : EPOCH 4 - PROGRESS: at 96.26% examples, 721319 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:44:04,912 : INFO : EPOCH 4 - PROGRESS: at 96.58% examples, 721075 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:05,920 : INFO : EPOCH 4 - PROGRESS: at 96.91% examples, 720863 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:44:06,941 : INFO : EPOCH 4 - PROGRESS: at 97.23% examples, 720652 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:07,942 : INFO : EPOCH 4 - PROGRESS: at 97.56% examples, 720440 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:08,946 : INFO : EPOCH 4 - PROGRESS: at 97.86% examples, 720245 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:09,963 : INFO : EPOCH 4 - PROGRESS: at 98.18% examples, 720053 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:10,984 : INFO : EPOCH 4 - PROGRESS: at 98.51% examples, 719825 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:11,989 : INFO : EPOCH 4 - PROGRESS: at 98.85% examples, 719632 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:12,991 : INFO : EPOCH 4 - PROGRESS: at 99.17% examples, 719444 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:44:13,999 : INFO : EPOCH 4 - PROGRESS: at 99.51% examples, 719234 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:14,999 : INFO : EPOCH 4 - PROGRESS: at 99.84% examples, 719008 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:15,428 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 04:44:15,444 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 04:44:15,446 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 04:44:15,450 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 04:44:15,451 : INFO : EPOCH - 4 : training on 266670914 raw words (206939748 effective words) took 287.8s, 718919 effective words/s
2020-07-24 04:44:16,467 : INFO : EPOCH 5 - PROGRESS: at 0.30% examples, 648880 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:17,474 : INFO : EPOCH 5 - PROGRESS: at 0.59% examples, 655793 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:18,490 : INFO : EPOCH 5 - PROGRESS: at 0.90% examples, 657410 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:19,508 : INFO : EPOCH 5 - PROGRESS: at 1.23% examples, 657620 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:20,509 : INFO : EPOCH 5 - PROGRESS: at 1.53% examples, 660021 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:21,516 : INFO : EPOCH 5 - PROGRESS: at 1.84% examples, 660866 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:44:22,527 : INFO : EPOCH 5 - PROGRESS: at 2.18% examples, 661552 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:23,539 : INFO : EPOCH 5 - PROGRESS: at 2.50% examples, 661751 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:24,559 : INFO : EPOCH 5 - PROGRESS: at 2.82% examples, 660811 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:25,578 : INFO : EPOCH 5 - PROGRESS: at 3.17% examples, 659526 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:26,587 : INFO : EPOCH 5 - PROGRESS: at 3.48% examples, 659149 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:27,595 : INFO : EPOCH 5 - PROGRESS: at 3.84% examples, 660346 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:44:28,606 : INFO : EPOCH 5 - PROGRESS: at 4.12% examples, 659577 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:29,608 : INFO : EPOCH 5 - PROGRESS: at 4.44% examples, 660519 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:30,615 : INFO : EPOCH 5 - PROGRESS: at 4.76% examples, 660311 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:31,624 : INFO : EPOCH 5 - PROGRESS: at 5.10% examples, 660442 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:32,637 : INFO : EPOCH 5 - PROGRESS: at 5.45% examples, 660333 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:33,666 : INFO : EPOCH 5 - PROGRESS: at 5.76% examples, 660375 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:34,677 : INFO : EPOCH 5 - PROGRESS: at 6.08% examples, 661257 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:35,698 : INFO : EPOCH 5 - PROGRESS: at 6.42% examples, 661054 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:36,717 : INFO : EPOCH 5 - PROGRESS: at 6.77% examples, 660778 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:44:37,722 : INFO : EPOCH 5 - PROGRESS: at 7.09% examples, 660849 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:38,738 : INFO : EPOCH 5 - PROGRESS: at 7.41% examples, 661045 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:39,740 : INFO : EPOCH 5 - PROGRESS: at 7.76% examples, 660792 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:40,761 : INFO : EPOCH 5 - PROGRESS: at 8.09% examples, 660702 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:41,764 : INFO : EPOCH 5 - PROGRESS: at 8.43% examples, 661249 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:44:42,773 : INFO : EPOCH 5 - PROGRESS: at 8.76% examples, 661033 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:44:43,777 : INFO : EPOCH 5 - PROGRESS: at 9.10% examples, 660994 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:44,796 : INFO : EPOCH 5 - PROGRESS: at 9.39% examples, 660916 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:45,806 : INFO : EPOCH 5 - PROGRESS: at 9.71% examples, 661215 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:46,807 : INFO : EPOCH 5 - PROGRESS: at 10.04% examples, 661436 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:47,820 : INFO : EPOCH 5 - PROGRESS: at 10.37% examples, 661350 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:48,833 : INFO : EPOCH 5 - PROGRESS: at 10.70% examples, 661401 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:49,843 : INFO : EPOCH 5 - PROGRESS: at 11.02% examples, 661278 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:50,850 : INFO : EPOCH 5 - PROGRESS: at 11.34% examples, 661682 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:51,854 : INFO : EPOCH 5 - PROGRESS: at 11.66% examples, 661886 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:52,855 : INFO : EPOCH 5 - PROGRESS: at 11.99% examples, 662060 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:44:53,855 : INFO : EPOCH 5 - PROGRESS: at 12.30% examples, 662229 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:54,860 : INFO : EPOCH 5 - PROGRESS: at 12.62% examples, 661985 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:55,867 : INFO : EPOCH 5 - PROGRESS: at 12.95% examples, 662277 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:56,880 : INFO : EPOCH 5 - PROGRESS: at 13.25% examples, 662067 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:57,888 : INFO : EPOCH 5 - PROGRESS: at 13.59% examples, 661945 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:58,891 : INFO : EPOCH 5 - PROGRESS: at 13.91% examples, 661432 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:44:59,894 : INFO : EPOCH 5 - PROGRESS: at 14.23% examples, 660626 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:00,898 : INFO : EPOCH 5 - PROGRESS: at 14.54% examples, 659619 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:01,918 : INFO : EPOCH 5 - PROGRESS: at 14.82% examples, 657547 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:02,924 : INFO : EPOCH 5 - PROGRESS: at 15.13% examples, 657585 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:03,950 : INFO : EPOCH 5 - PROGRESS: at 15.46% examples, 659117 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:04,951 : INFO : EPOCH 5 - PROGRESS: at 15.83% examples, 660545 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:05,957 : INFO : EPOCH 5 - PROGRESS: at 16.20% examples, 662009 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:06,967 : INFO : EPOCH 5 - PROGRESS: at 16.56% examples, 663447 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:45:07,970 : INFO : EPOCH 5 - PROGRESS: at 16.90% examples, 664726 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:08,981 : INFO : EPOCH 5 - PROGRESS: at 17.28% examples, 666039 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:09,985 : INFO : EPOCH 5 - PROGRESS: at 17.63% examples, 667081 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:10,995 : INFO : EPOCH 5 - PROGRESS: at 18.00% examples, 668011 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:12,011 : INFO : EPOCH 5 - PROGRESS: at 18.37% examples, 669028 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:13,023 : INFO : EPOCH 5 - PROGRESS: at 18.73% examples, 669985 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:45:14,035 : INFO : EPOCH 5 - PROGRESS: at 19.07% examples, 670998 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:15,035 : INFO : EPOCH 5 - PROGRESS: at 19.41% examples, 672018 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:16,054 : INFO : EPOCH 5 - PROGRESS: at 19.77% examples, 672899 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:17,054 : INFO : EPOCH 5 - PROGRESS: at 20.13% examples, 673949 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:18,069 : INFO : EPOCH 5 - PROGRESS: at 20.49% examples, 674746 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:19,077 : INFO : EPOCH 5 - PROGRESS: at 20.88% examples, 675701 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:20,079 : INFO : EPOCH 5 - PROGRESS: at 21.24% examples, 676357 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:21,094 : INFO : EPOCH 5 - PROGRESS: at 21.62% examples, 677110 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:22,103 : INFO : EPOCH 5 - PROGRESS: at 21.98% examples, 677863 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:45:23,115 : INFO : EPOCH 5 - PROGRESS: at 22.32% examples, 678539 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:24,124 : INFO : EPOCH 5 - PROGRESS: at 22.70% examples, 679388 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:25,127 : INFO : EPOCH 5 - PROGRESS: at 23.05% examples, 680090 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:26,149 : INFO : EPOCH 5 - PROGRESS: at 23.42% examples, 680734 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:27,155 : INFO : EPOCH 5 - PROGRESS: at 23.80% examples, 681530 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:28,160 : INFO : EPOCH 5 - PROGRESS: at 24.16% examples, 682152 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:29,181 : INFO : EPOCH 5 - PROGRESS: at 24.53% examples, 682707 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:30,205 : INFO : EPOCH 5 - PROGRESS: at 24.90% examples, 683297 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:31,208 : INFO : EPOCH 5 - PROGRESS: at 25.23% examples, 684094 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:32,220 : INFO : EPOCH 5 - PROGRESS: at 25.57% examples, 684764 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:33,239 : INFO : EPOCH 5 - PROGRESS: at 25.94% examples, 685339 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:34,250 : INFO : EPOCH 5 - PROGRESS: at 26.30% examples, 685915 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:35,250 : INFO : EPOCH 5 - PROGRESS: at 26.64% examples, 686493 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:36,251 : INFO : EPOCH 5 - PROGRESS: at 27.00% examples, 687003 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:37,251 : INFO : EPOCH 5 - PROGRESS: at 27.37% examples, 687526 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:38,264 : INFO : EPOCH 5 - PROGRESS: at 27.73% examples, 687976 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:39,283 : INFO : EPOCH 5 - PROGRESS: at 28.11% examples, 688456 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:40,311 : INFO : EPOCH 5 - PROGRESS: at 28.49% examples, 688968 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:41,311 : INFO : EPOCH 5 - PROGRESS: at 28.85% examples, 689602 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:42,314 : INFO : EPOCH 5 - PROGRESS: at 29.22% examples, 690120 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:43,332 : INFO : EPOCH 5 - PROGRESS: at 29.56% examples, 690548 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:44,339 : INFO : EPOCH 5 - PROGRESS: at 29.93% examples, 690860 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:45,349 : INFO : EPOCH 5 - PROGRESS: at 30.30% examples, 691311 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:46,361 : INFO : EPOCH 5 - PROGRESS: at 30.66% examples, 691722 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:47,364 : INFO : EPOCH 5 - PROGRESS: at 31.05% examples, 692098 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:48,383 : INFO : EPOCH 5 - PROGRESS: at 31.40% examples, 692415 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:49,390 : INFO : EPOCH 5 - PROGRESS: at 31.73% examples, 692950 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:50,402 : INFO : EPOCH 5 - PROGRESS: at 32.08% examples, 693247 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:51,405 : INFO : EPOCH 5 - PROGRESS: at 32.43% examples, 693761 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:52,407 : INFO : EPOCH 5 - PROGRESS: at 32.78% examples, 694026 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:53,411 : INFO : EPOCH 5 - PROGRESS: at 33.18% examples, 694356 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:45:54,424 : INFO : EPOCH 5 - PROGRESS: at 33.57% examples, 694711 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:55,433 : INFO : EPOCH 5 - PROGRESS: at 33.92% examples, 695013 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:56,440 : INFO : EPOCH 5 - PROGRESS: at 34.31% examples, 695420 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:57,441 : INFO : EPOCH 5 - PROGRESS: at 34.67% examples, 695693 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:45:58,442 : INFO : EPOCH 5 - PROGRESS: at 35.05% examples, 695914 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:45:59,444 : INFO : EPOCH 5 - PROGRESS: at 35.37% examples, 696307 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:00,452 : INFO : EPOCH 5 - PROGRESS: at 35.74% examples, 696507 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:01,458 : INFO : EPOCH 5 - PROGRESS: at 36.07% examples, 696868 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:02,464 : INFO : EPOCH 5 - PROGRESS: at 36.41% examples, 697154 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:03,465 : INFO : EPOCH 5 - PROGRESS: at 36.78% examples, 697393 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:04,473 : INFO : EPOCH 5 - PROGRESS: at 37.11% examples, 697724 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:05,474 : INFO : EPOCH 5 - PROGRESS: at 37.49% examples, 698010 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:06,477 : INFO : EPOCH 5 - PROGRESS: at 37.84% examples, 698309 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:07,478 : INFO : EPOCH 5 - PROGRESS: at 38.19% examples, 698596 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:08,492 : INFO : EPOCH 5 - PROGRESS: at 38.55% examples, 698812 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:09,512 : INFO : EPOCH 5 - PROGRESS: at 38.89% examples, 699049 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:10,513 : INFO : EPOCH 5 - PROGRESS: at 39.26% examples, 699399 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:11,519 : INFO : EPOCH 5 - PROGRESS: at 39.61% examples, 699629 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:12,530 : INFO : EPOCH 5 - PROGRESS: at 39.95% examples, 699981 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:13,543 : INFO : EPOCH 5 - PROGRESS: at 40.29% examples, 700270 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:46:14,561 : INFO : EPOCH 5 - PROGRESS: at 40.63% examples, 700554 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:15,562 : INFO : EPOCH 5 - PROGRESS: at 41.00% examples, 700838 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:16,567 : INFO : EPOCH 5 - PROGRESS: at 41.39% examples, 701128 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:17,586 : INFO : EPOCH 5 - PROGRESS: at 41.74% examples, 701287 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:18,593 : INFO : EPOCH 5 - PROGRESS: at 42.11% examples, 701582 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:19,598 : INFO : EPOCH 5 - PROGRESS: at 42.46% examples, 701848 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:20,613 : INFO : EPOCH 5 - PROGRESS: at 42.80% examples, 702074 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:21,623 : INFO : EPOCH 5 - PROGRESS: at 43.18% examples, 702281 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:22,627 : INFO : EPOCH 5 - PROGRESS: at 43.54% examples, 702427 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:23,632 : INFO : EPOCH 5 - PROGRESS: at 43.90% examples, 702577 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:24,634 : INFO : EPOCH 5 - PROGRESS: at 44.24% examples, 702772 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:25,644 : INFO : EPOCH 5 - PROGRESS: at 44.58% examples, 703006 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:26,650 : INFO : EPOCH 5 - PROGRESS: at 44.92% examples, 703249 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:27,677 : INFO : EPOCH 5 - PROGRESS: at 45.25% examples, 703410 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:28,694 : INFO : EPOCH 5 - PROGRESS: at 45.63% examples, 703628 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:29,702 : INFO : EPOCH 5 - PROGRESS: at 45.97% examples, 703948 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:30,704 : INFO : EPOCH 5 - PROGRESS: at 46.33% examples, 704097 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:31,704 : INFO : EPOCH 5 - PROGRESS: at 46.71% examples, 704310 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:32,709 : INFO : EPOCH 5 - PROGRESS: at 47.08% examples, 704413 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:33,717 : INFO : EPOCH 5 - PROGRESS: at 47.46% examples, 704579 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:34,720 : INFO : EPOCH 5 - PROGRESS: at 47.81% examples, 704799 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:35,721 : INFO : EPOCH 5 - PROGRESS: at 48.21% examples, 705031 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:36,742 : INFO : EPOCH 5 - PROGRESS: at 48.58% examples, 705145 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:46:37,745 : INFO : EPOCH 5 - PROGRESS: at 48.93% examples, 705265 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:38,745 : INFO : EPOCH 5 - PROGRESS: at 49.27% examples, 705444 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:39,746 : INFO : EPOCH 5 - PROGRESS: at 49.65% examples, 705616 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:40,752 : INFO : EPOCH 5 - PROGRESS: at 50.02% examples, 705752 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:41,759 : INFO : EPOCH 5 - PROGRESS: at 50.35% examples, 706010 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:42,791 : INFO : EPOCH 5 - PROGRESS: at 50.71% examples, 706151 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:43,792 : INFO : EPOCH 5 - PROGRESS: at 51.08% examples, 706284 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:44,795 : INFO : EPOCH 5 - PROGRESS: at 51.41% examples, 706528 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:45,805 : INFO : EPOCH 5 - PROGRESS: at 51.76% examples, 706669 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:46,807 : INFO : EPOCH 5 - PROGRESS: at 52.13% examples, 706789 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:47,809 : INFO : EPOCH 5 - PROGRESS: at 52.46% examples, 706900 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:48,812 : INFO : EPOCH 5 - PROGRESS: at 52.81% examples, 706984 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:49,819 : INFO : EPOCH 5 - PROGRESS: at 53.15% examples, 707181 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:50,823 : INFO : EPOCH 5 - PROGRESS: at 53.48% examples, 707377 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:51,827 : INFO : EPOCH 5 - PROGRESS: at 53.83% examples, 707522 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:52,838 : INFO : EPOCH 5 - PROGRESS: at 54.19% examples, 707645 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:53,844 : INFO : EPOCH 5 - PROGRESS: at 54.52% examples, 707835 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:54,851 : INFO : EPOCH 5 - PROGRESS: at 54.86% examples, 708031 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:55,852 : INFO : EPOCH 5 - PROGRESS: at 55.22% examples, 708163 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:56,869 : INFO : EPOCH 5 - PROGRESS: at 55.57% examples, 708237 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:57,876 : INFO : EPOCH 5 - PROGRESS: at 55.93% examples, 708404 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:46:58,879 : INFO : EPOCH 5 - PROGRESS: at 56.27% examples, 708526 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:46:59,880 : INFO : EPOCH 5 - PROGRESS: at 56.61% examples, 708661 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:00,882 : INFO : EPOCH 5 - PROGRESS: at 56.99% examples, 708775 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:01,896 : INFO : EPOCH 5 - PROGRESS: at 57.33% examples, 708837 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:02,919 : INFO : EPOCH 5 - PROGRESS: at 57.70% examples, 709003 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:03,931 : INFO : EPOCH 5 - PROGRESS: at 58.06% examples, 709126 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:04,939 : INFO : EPOCH 5 - PROGRESS: at 58.41% examples, 709315 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:05,953 : INFO : EPOCH 5 - PROGRESS: at 58.77% examples, 709469 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:06,957 : INFO : EPOCH 5 - PROGRESS: at 59.11% examples, 709599 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:07,960 : INFO : EPOCH 5 - PROGRESS: at 59.46% examples, 709749 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:08,962 : INFO : EPOCH 5 - PROGRESS: at 59.82% examples, 709815 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:09,964 : INFO : EPOCH 5 - PROGRESS: at 60.16% examples, 709945 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:10,966 : INFO : EPOCH 5 - PROGRESS: at 60.51% examples, 710039 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:11,967 : INFO : EPOCH 5 - PROGRESS: at 60.86% examples, 710165 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:12,968 : INFO : EPOCH 5 - PROGRESS: at 61.18% examples, 710300 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:13,973 : INFO : EPOCH 5 - PROGRESS: at 61.53% examples, 710353 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:14,978 : INFO : EPOCH 5 - PROGRESS: at 61.90% examples, 710524 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:47:15,983 : INFO : EPOCH 5 - PROGRESS: at 62.27% examples, 710616 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:16,992 : INFO : EPOCH 5 - PROGRESS: at 62.64% examples, 710736 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:17,995 : INFO : EPOCH 5 - PROGRESS: at 63.01% examples, 710848 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:19,010 : INFO : EPOCH 5 - PROGRESS: at 63.38% examples, 710896 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:47:20,019 : INFO : EPOCH 5 - PROGRESS: at 63.77% examples, 711005 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:21,032 : INFO : EPOCH 5 - PROGRESS: at 64.14% examples, 711129 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:47:22,051 : INFO : EPOCH 5 - PROGRESS: at 64.47% examples, 711210 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:23,059 : INFO : EPOCH 5 - PROGRESS: at 64.80% examples, 711340 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:24,060 : INFO : EPOCH 5 - PROGRESS: at 65.17% examples, 711465 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:25,062 : INFO : EPOCH 5 - PROGRESS: at 65.50% examples, 711629 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:26,074 : INFO : EPOCH 5 - PROGRESS: at 65.86% examples, 711735 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:27,076 : INFO : EPOCH 5 - PROGRESS: at 66.20% examples, 711822 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:28,079 : INFO : EPOCH 5 - PROGRESS: at 66.57% examples, 711941 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:29,081 : INFO : EPOCH 5 - PROGRESS: at 66.93% examples, 711982 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:30,091 : INFO : EPOCH 5 - PROGRESS: at 67.27% examples, 712056 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:31,095 : INFO : EPOCH 5 - PROGRESS: at 67.63% examples, 712160 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:32,103 : INFO : EPOCH 5 - PROGRESS: at 67.98% examples, 712280 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:33,111 : INFO : EPOCH 5 - PROGRESS: at 68.34% examples, 712385 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:34,123 : INFO : EPOCH 5 - PROGRESS: at 68.69% examples, 712475 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:35,131 : INFO : EPOCH 5 - PROGRESS: at 69.04% examples, 712566 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:36,135 : INFO : EPOCH 5 - PROGRESS: at 69.39% examples, 712705 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:37,135 : INFO : EPOCH 5 - PROGRESS: at 69.74% examples, 712817 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:38,140 : INFO : EPOCH 5 - PROGRESS: at 70.09% examples, 712932 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:39,143 : INFO : EPOCH 5 - PROGRESS: at 70.39% examples, 712832 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:40,158 : INFO : EPOCH 5 - PROGRESS: at 70.76% examples, 712735 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:41,166 : INFO : EPOCH 5 - PROGRESS: at 71.11% examples, 712672 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:42,173 : INFO : EPOCH 5 - PROGRESS: at 71.42% examples, 712074 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:43,176 : INFO : EPOCH 5 - PROGRESS: at 71.73% examples, 712000 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:44,177 : INFO : EPOCH 5 - PROGRESS: at 72.07% examples, 712074 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:45,181 : INFO : EPOCH 5 - PROGRESS: at 72.42% examples, 712121 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:47:46,187 : INFO : EPOCH 5 - PROGRESS: at 72.78% examples, 712236 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:47,187 : INFO : EPOCH 5 - PROGRESS: at 73.15% examples, 712362 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:48,196 : INFO : EPOCH 5 - PROGRESS: at 73.51% examples, 712389 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:49,198 : INFO : EPOCH 5 - PROGRESS: at 73.85% examples, 712464 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:47:50,202 : INFO : EPOCH 5 - PROGRESS: at 74.21% examples, 712539 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:47:51,203 : INFO : EPOCH 5 - PROGRESS: at 74.55% examples, 712672 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:52,205 : INFO : EPOCH 5 - PROGRESS: at 74.88% examples, 712727 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:53,213 : INFO : EPOCH 5 - PROGRESS: at 75.22% examples, 712827 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:54,221 : INFO : EPOCH 5 - PROGRESS: at 75.58% examples, 712939 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:55,222 : INFO : EPOCH 5 - PROGRESS: at 75.91% examples, 713018 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:56,231 : INFO : EPOCH 5 - PROGRESS: at 76.20% examples, 712777 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:47:57,233 : INFO : EPOCH 5 - PROGRESS: at 76.52% examples, 712602 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:58,240 : INFO : EPOCH 5 - PROGRESS: at 76.85% examples, 712358 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:47:59,245 : INFO : EPOCH 5 - PROGRESS: at 77.16% examples, 712125 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:00,260 : INFO : EPOCH 5 - PROGRESS: at 77.49% examples, 711832 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:01,267 : INFO : EPOCH 5 - PROGRESS: at 77.82% examples, 711615 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:02,267 : INFO : EPOCH 5 - PROGRESS: at 78.14% examples, 711425 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:03,279 : INFO : EPOCH 5 - PROGRESS: at 78.45% examples, 711265 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:04,284 : INFO : EPOCH 5 - PROGRESS: at 78.78% examples, 711056 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:05,291 : INFO : EPOCH 5 - PROGRESS: at 79.10% examples, 710867 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:06,295 : INFO : EPOCH 5 - PROGRESS: at 79.41% examples, 710652 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:07,308 : INFO : EPOCH 5 - PROGRESS: at 79.73% examples, 710418 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:08,310 : INFO : EPOCH 5 - PROGRESS: at 80.07% examples, 710236 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:09,321 : INFO : EPOCH 5 - PROGRESS: at 80.40% examples, 710013 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:10,324 : INFO : EPOCH 5 - PROGRESS: at 80.73% examples, 709861 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:48:11,327 : INFO : EPOCH 5 - PROGRESS: at 81.05% examples, 709661 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:12,344 : INFO : EPOCH 5 - PROGRESS: at 81.37% examples, 709484 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:13,351 : INFO : EPOCH 5 - PROGRESS: at 81.68% examples, 709325 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:14,357 : INFO : EPOCH 5 - PROGRESS: at 82.00% examples, 709125 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:15,380 : INFO : EPOCH 5 - PROGRESS: at 82.33% examples, 708902 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:16,390 : INFO : EPOCH 5 - PROGRESS: at 82.63% examples, 708766 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:48:17,407 : INFO : EPOCH 5 - PROGRESS: at 82.94% examples, 708571 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:18,410 : INFO : EPOCH 5 - PROGRESS: at 83.25% examples, 708363 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:19,412 : INFO : EPOCH 5 - PROGRESS: at 83.59% examples, 708153 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:20,413 : INFO : EPOCH 5 - PROGRESS: at 83.90% examples, 707965 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:21,414 : INFO : EPOCH 5 - PROGRESS: at 84.21% examples, 707782 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:22,415 : INFO : EPOCH 5 - PROGRESS: at 84.54% examples, 707582 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:48:23,418 : INFO : EPOCH 5 - PROGRESS: at 84.86% examples, 707447 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:24,419 : INFO : EPOCH 5 - PROGRESS: at 85.19% examples, 707223 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:25,423 : INFO : EPOCH 5 - PROGRESS: at 85.51% examples, 707033 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:26,424 : INFO : EPOCH 5 - PROGRESS: at 85.82% examples, 706892 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:27,425 : INFO : EPOCH 5 - PROGRESS: at 86.12% examples, 706712 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:28,435 : INFO : EPOCH 5 - PROGRESS: at 86.45% examples, 706535 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:48:29,438 : INFO : EPOCH 5 - PROGRESS: at 86.76% examples, 706357 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:30,447 : INFO : EPOCH 5 - PROGRESS: at 87.09% examples, 706196 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:31,448 : INFO : EPOCH 5 - PROGRESS: at 87.41% examples, 706036 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:32,454 : INFO : EPOCH 5 - PROGRESS: at 87.72% examples, 705868 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:33,460 : INFO : EPOCH 5 - PROGRESS: at 88.05% examples, 705713 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:34,464 : INFO : EPOCH 5 - PROGRESS: at 88.36% examples, 705470 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:48:35,465 : INFO : EPOCH 5 - PROGRESS: at 88.66% examples, 705354 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:36,465 : INFO : EPOCH 5 - PROGRESS: at 88.97% examples, 705164 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:37,476 : INFO : EPOCH 5 - PROGRESS: at 89.29% examples, 705015 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:38,483 : INFO : EPOCH 5 - PROGRESS: at 89.60% examples, 704785 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:48:39,484 : INFO : EPOCH 5 - PROGRESS: at 89.92% examples, 704660 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:40,489 : INFO : EPOCH 5 - PROGRESS: at 90.24% examples, 704478 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:41,494 : INFO : EPOCH 5 - PROGRESS: at 90.57% examples, 704348 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:42,501 : INFO : EPOCH 5 - PROGRESS: at 90.91% examples, 704153 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:43,506 : INFO : EPOCH 5 - PROGRESS: at 91.23% examples, 703994 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:44,507 : INFO : EPOCH 5 - PROGRESS: at 91.55% examples, 703860 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:45,509 : INFO : EPOCH 5 - PROGRESS: at 91.89% examples, 703720 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:46,518 : INFO : EPOCH 5 - PROGRESS: at 92.23% examples, 703524 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:47,518 : INFO : EPOCH 5 - PROGRESS: at 92.57% examples, 703395 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:48,525 : INFO : EPOCH 5 - PROGRESS: at 92.86% examples, 703230 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:49,526 : INFO : EPOCH 5 - PROGRESS: at 93.16% examples, 703086 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:50,535 : INFO : EPOCH 5 - PROGRESS: at 93.45% examples, 703000 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:48:51,540 : INFO : EPOCH 5 - PROGRESS: at 93.76% examples, 702864 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:52,555 : INFO : EPOCH 5 - PROGRESS: at 94.08% examples, 702729 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:53,576 : INFO : EPOCH 5 - PROGRESS: at 94.41% examples, 702625 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:54,577 : INFO : EPOCH 5 - PROGRESS: at 94.72% examples, 702463 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:55,589 : INFO : EPOCH 5 - PROGRESS: at 95.05% examples, 702335 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:56,601 : INFO : EPOCH 5 - PROGRESS: at 95.37% examples, 702191 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:57,611 : INFO : EPOCH 5 - PROGRESS: at 95.70% examples, 702040 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:48:58,625 : INFO : EPOCH 5 - PROGRESS: at 96.02% examples, 701902 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:48:59,627 : INFO : EPOCH 5 - PROGRESS: at 96.33% examples, 701796 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:49:00,641 : INFO : EPOCH 5 - PROGRESS: at 96.65% examples, 701607 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:01,645 : INFO : EPOCH 5 - PROGRESS: at 96.99% examples, 701481 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:02,648 : INFO : EPOCH 5 - PROGRESS: at 97.29% examples, 701369 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:03,655 : INFO : EPOCH 5 - PROGRESS: at 97.62% examples, 701210 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:49:04,660 : INFO : EPOCH 5 - PROGRESS: at 97.91% examples, 701109 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:05,663 : INFO : EPOCH 5 - PROGRESS: at 98.24% examples, 700987 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:49:06,681 : INFO : EPOCH 5 - PROGRESS: at 98.56% examples, 700817 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:07,691 : INFO : EPOCH 5 - PROGRESS: at 98.90% examples, 700717 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:08,693 : INFO : EPOCH 5 - PROGRESS: at 99.24% examples, 700588 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:09,697 : INFO : EPOCH 5 - PROGRESS: at 99.57% examples, 700470 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:10,711 : INFO : EPOCH 5 - PROGRESS: at 99.91% examples, 700288 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:10,932 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 04:49:10,948 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 04:49:10,949 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 04:49:10,951 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 04:49:10,952 : INFO : EPOCH - 5 : training on 266670914 raw words (206935366 effective words) took 295.5s, 700295 effective words/s
2020-07-24 04:49:11,965 : INFO : EPOCH 6 - PROGRESS: at 0.29% examples, 628860 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:12,966 : INFO : EPOCH 6 - PROGRESS: at 0.58% examples, 648544 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:13,966 : INFO : EPOCH 6 - PROGRESS: at 0.88% examples, 650408 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:14,967 : INFO : EPOCH 6 - PROGRESS: at 1.20% examples, 651390 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:15,982 : INFO : EPOCH 6 - PROGRESS: at 1.50% examples, 653485 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:17,002 : INFO : EPOCH 6 - PROGRESS: at 1.82% examples, 653557 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:18,009 : INFO : EPOCH 6 - PROGRESS: at 2.15% examples, 654494 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:19,024 : INFO : EPOCH 6 - PROGRESS: at 2.46% examples, 652783 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:20,039 : INFO : EPOCH 6 - PROGRESS: at 2.79% examples, 653260 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:21,041 : INFO : EPOCH 6 - PROGRESS: at 3.13% examples, 652439 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:22,063 : INFO : EPOCH 6 - PROGRESS: at 3.43% examples, 652270 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:23,075 : INFO : EPOCH 6 - PROGRESS: at 3.78% examples, 652198 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:24,083 : INFO : EPOCH 6 - PROGRESS: at 4.08% examples, 653227 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:25,084 : INFO : EPOCH 6 - PROGRESS: at 4.38% examples, 653469 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:26,084 : INFO : EPOCH 6 - PROGRESS: at 4.70% examples, 653332 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:49:27,099 : INFO : EPOCH 6 - PROGRESS: at 5.03% examples, 653080 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:28,104 : INFO : EPOCH 6 - PROGRESS: at 5.37% examples, 653080 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:29,106 : INFO : EPOCH 6 - PROGRESS: at 5.68% examples, 653193 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:30,117 : INFO : EPOCH 6 - PROGRESS: at 5.99% examples, 653470 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:31,119 : INFO : EPOCH 6 - PROGRESS: at 6.31% examples, 653242 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:32,139 : INFO : EPOCH 6 - PROGRESS: at 6.65% examples, 653535 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:33,145 : INFO : EPOCH 6 - PROGRESS: at 6.98% examples, 653356 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:34,151 : INFO : EPOCH 6 - PROGRESS: at 7.31% examples, 653517 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:35,167 : INFO : EPOCH 6 - PROGRESS: at 7.64% examples, 653053 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:36,171 : INFO : EPOCH 6 - PROGRESS: at 7.97% examples, 653389 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:37,184 : INFO : EPOCH 6 - PROGRESS: at 8.31% examples, 653296 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:49:38,189 : INFO : EPOCH 6 - PROGRESS: at 8.63% examples, 653809 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:39,192 : INFO : EPOCH 6 - PROGRESS: at 8.97% examples, 653655 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:49:40,202 : INFO : EPOCH 6 - PROGRESS: at 9.27% examples, 653760 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:41,211 : INFO : EPOCH 6 - PROGRESS: at 9.57% examples, 653927 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:42,242 : INFO : EPOCH 6 - PROGRESS: at 9.90% examples, 653863 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:43,245 : INFO : EPOCH 6 - PROGRESS: at 10.23% examples, 654056 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:44,250 : INFO : EPOCH 6 - PROGRESS: at 10.56% examples, 654139 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:49:45,251 : INFO : EPOCH 6 - PROGRESS: at 10.89% examples, 654125 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:46,261 : INFO : EPOCH 6 - PROGRESS: at 11.19% examples, 654411 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:49:47,267 : INFO : EPOCH 6 - PROGRESS: at 11.51% examples, 654338 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:48,279 : INFO : EPOCH 6 - PROGRESS: at 11.84% examples, 654767 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:49:49,283 : INFO : EPOCH 6 - PROGRESS: at 12.15% examples, 654915 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:49:50,285 : INFO : EPOCH 6 - PROGRESS: at 12.46% examples, 654566 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:49:51,294 : INFO : EPOCH 6 - PROGRESS: at 12.78% examples, 654743 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:52,303 : INFO : EPOCH 6 - PROGRESS: at 13.09% examples, 654981 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:53,306 : INFO : EPOCH 6 - PROGRESS: at 13.42% examples, 654924 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:49:54,316 : INFO : EPOCH 6 - PROGRESS: at 13.74% examples, 654889 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:55,328 : INFO : EPOCH 6 - PROGRESS: at 14.07% examples, 654957 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:56,346 : INFO : EPOCH 6 - PROGRESS: at 14.42% examples, 654717 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:57,362 : INFO : EPOCH 6 - PROGRESS: at 14.74% examples, 654907 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:58,377 : INFO : EPOCH 6 - PROGRESS: at 15.06% examples, 654923 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:49:59,387 : INFO : EPOCH 6 - PROGRESS: at 15.35% examples, 655181 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:00,399 : INFO : EPOCH 6 - PROGRESS: at 15.68% examples, 655101 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:50:01,401 : INFO : EPOCH 6 - PROGRESS: at 16.00% examples, 655159 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:02,414 : INFO : EPOCH 6 - PROGRESS: at 16.35% examples, 655183 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:03,420 : INFO : EPOCH 6 - PROGRESS: at 16.66% examples, 655207 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:04,422 : INFO : EPOCH 6 - PROGRESS: at 16.96% examples, 655027 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:50:05,433 : INFO : EPOCH 6 - PROGRESS: at 17.30% examples, 655212 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:06,445 : INFO : EPOCH 6 - PROGRESS: at 17.63% examples, 655384 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:07,446 : INFO : EPOCH 6 - PROGRESS: at 17.97% examples, 655345 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:08,450 : INFO : EPOCH 6 - PROGRESS: at 18.29% examples, 655256 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:09,452 : INFO : EPOCH 6 - PROGRESS: at 18.62% examples, 655375 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:10,452 : INFO : EPOCH 6 - PROGRESS: at 18.91% examples, 655236 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:11,466 : INFO : EPOCH 6 - PROGRESS: at 19.23% examples, 655242 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:12,468 : INFO : EPOCH 6 - PROGRESS: at 19.53% examples, 655459 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:13,475 : INFO : EPOCH 6 - PROGRESS: at 19.86% examples, 655315 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:14,485 : INFO : EPOCH 6 - PROGRESS: at 20.19% examples, 655195 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:15,488 : INFO : EPOCH 6 - PROGRESS: at 20.51% examples, 655313 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:16,489 : INFO : EPOCH 6 - PROGRESS: at 20.85% examples, 655270 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:17,491 : INFO : EPOCH 6 - PROGRESS: at 21.18% examples, 655140 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:18,493 : INFO : EPOCH 6 - PROGRESS: at 21.52% examples, 654934 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:50:19,495 : INFO : EPOCH 6 - PROGRESS: at 21.83% examples, 654620 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:20,513 : INFO : EPOCH 6 - PROGRESS: at 22.13% examples, 654207 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:21,535 : INFO : EPOCH 6 - PROGRESS: at 22.43% examples, 653425 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:22,545 : INFO : EPOCH 6 - PROGRESS: at 22.73% examples, 652429 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:23,550 : INFO : EPOCH 6 - PROGRESS: at 23.08% examples, 653094 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:24,557 : INFO : EPOCH 6 - PROGRESS: at 23.43% examples, 654095 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:25,566 : INFO : EPOCH 6 - PROGRESS: at 23.80% examples, 654901 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:26,572 : INFO : EPOCH 6 - PROGRESS: at 24.16% examples, 655737 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:27,597 : INFO : EPOCH 6 - PROGRESS: at 24.53% examples, 656691 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:28,622 : INFO : EPOCH 6 - PROGRESS: at 24.90% examples, 657596 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:29,624 : INFO : EPOCH 6 - PROGRESS: at 25.22% examples, 658503 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:30,633 : INFO : EPOCH 6 - PROGRESS: at 25.56% examples, 659411 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:50:31,655 : INFO : EPOCH 6 - PROGRESS: at 25.92% examples, 660177 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:32,664 : INFO : EPOCH 6 - PROGRESS: at 26.28% examples, 661093 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:33,676 : INFO : EPOCH 6 - PROGRESS: at 26.63% examples, 661862 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:34,680 : INFO : EPOCH 6 - PROGRESS: at 26.98% examples, 662460 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:35,682 : INFO : EPOCH 6 - PROGRESS: at 27.35% examples, 663170 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:36,687 : INFO : EPOCH 6 - PROGRESS: at 27.71% examples, 663879 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:37,690 : INFO : EPOCH 6 - PROGRESS: at 28.07% examples, 664570 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:38,706 : INFO : EPOCH 6 - PROGRESS: at 28.44% examples, 665186 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:50:39,715 : INFO : EPOCH 6 - PROGRESS: at 28.81% examples, 665813 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:50:40,726 : INFO : EPOCH 6 - PROGRESS: at 29.15% examples, 666450 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:41,728 : INFO : EPOCH 6 - PROGRESS: at 29.52% examples, 667050 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:42,739 : INFO : EPOCH 6 - PROGRESS: at 29.87% examples, 667624 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:43,743 : INFO : EPOCH 6 - PROGRESS: at 30.23% examples, 668253 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:44,748 : INFO : EPOCH 6 - PROGRESS: at 30.58% examples, 668846 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:50:45,753 : INFO : EPOCH 6 - PROGRESS: at 30.97% examples, 669381 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:46,753 : INFO : EPOCH 6 - PROGRESS: at 31.33% examples, 669982 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:47,762 : INFO : EPOCH 6 - PROGRESS: at 31.66% examples, 670485 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:48,772 : INFO : EPOCH 6 - PROGRESS: at 31.98% examples, 671136 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:49,773 : INFO : EPOCH 6 - PROGRESS: at 32.34% examples, 671679 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:50:50,780 : INFO : EPOCH 6 - PROGRESS: at 32.68% examples, 672102 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:51,790 : INFO : EPOCH 6 - PROGRESS: at 33.08% examples, 672485 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:52,802 : INFO : EPOCH 6 - PROGRESS: at 33.46% examples, 672981 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:53,804 : INFO : EPOCH 6 - PROGRESS: at 33.81% examples, 673495 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:54,816 : INFO : EPOCH 6 - PROGRESS: at 34.20% examples, 673887 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:55,824 : INFO : EPOCH 6 - PROGRESS: at 34.56% examples, 674408 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:56,832 : INFO : EPOCH 6 - PROGRESS: at 34.93% examples, 674886 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:57,833 : INFO : EPOCH 6 - PROGRESS: at 35.27% examples, 675328 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:58,837 : INFO : EPOCH 6 - PROGRESS: at 35.62% examples, 675802 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:50:59,851 : INFO : EPOCH 6 - PROGRESS: at 35.97% examples, 676285 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:51:00,859 : INFO : EPOCH 6 - PROGRESS: at 36.30% examples, 676728 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:01,859 : INFO : EPOCH 6 - PROGRESS: at 36.66% examples, 677145 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:02,877 : INFO : EPOCH 6 - PROGRESS: at 37.01% examples, 677606 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:03,883 : INFO : EPOCH 6 - PROGRESS: at 37.38% examples, 678058 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:04,886 : INFO : EPOCH 6 - PROGRESS: at 37.73% examples, 678551 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:05,891 : INFO : EPOCH 6 - PROGRESS: at 38.08% examples, 678968 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:06,896 : INFO : EPOCH 6 - PROGRESS: at 38.43% examples, 679320 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:07,903 : INFO : EPOCH 6 - PROGRESS: at 38.78% examples, 679709 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:08,908 : INFO : EPOCH 6 - PROGRESS: at 39.14% examples, 680068 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:09,919 : INFO : EPOCH 6 - PROGRESS: at 39.50% examples, 680410 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:10,935 : INFO : EPOCH 6 - PROGRESS: at 39.83% examples, 680773 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:11,936 : INFO : EPOCH 6 - PROGRESS: at 40.16% examples, 681136 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:12,938 : INFO : EPOCH 6 - PROGRESS: at 40.49% examples, 681531 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:13,939 : INFO : EPOCH 6 - PROGRESS: at 40.84% examples, 681866 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:14,940 : INFO : EPOCH 6 - PROGRESS: at 41.21% examples, 682119 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:15,952 : INFO : EPOCH 6 - PROGRESS: at 41.57% examples, 682464 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:51:16,959 : INFO : EPOCH 6 - PROGRESS: at 41.93% examples, 682786 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:17,960 : INFO : EPOCH 6 - PROGRESS: at 42.28% examples, 683108 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:18,961 : INFO : EPOCH 6 - PROGRESS: at 42.63% examples, 683415 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:19,961 : INFO : EPOCH 6 - PROGRESS: at 42.98% examples, 683795 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:20,962 : INFO : EPOCH 6 - PROGRESS: at 43.33% examples, 684043 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:21,969 : INFO : EPOCH 6 - PROGRESS: at 43.71% examples, 684275 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:22,972 : INFO : EPOCH 6 - PROGRESS: at 44.04% examples, 684525 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:23,973 : INFO : EPOCH 6 - PROGRESS: at 44.38% examples, 684893 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:24,983 : INFO : EPOCH 6 - PROGRESS: at 44.72% examples, 685135 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:25,985 : INFO : EPOCH 6 - PROGRESS: at 45.05% examples, 685449 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:51:26,993 : INFO : EPOCH 6 - PROGRESS: at 45.41% examples, 685764 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:27,996 : INFO : EPOCH 6 - PROGRESS: at 45.75% examples, 686022 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:28,999 : INFO : EPOCH 6 - PROGRESS: at 46.09% examples, 686310 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:29,999 : INFO : EPOCH 6 - PROGRESS: at 46.45% examples, 686561 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:31,004 : INFO : EPOCH 6 - PROGRESS: at 46.83% examples, 686815 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:32,009 : INFO : EPOCH 6 - PROGRESS: at 47.20% examples, 687088 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:33,012 : INFO : EPOCH 6 - PROGRESS: at 47.56% examples, 687276 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:34,012 : INFO : EPOCH 6 - PROGRESS: at 47.94% examples, 687558 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:35,017 : INFO : EPOCH 6 - PROGRESS: at 48.30% examples, 687771 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:36,032 : INFO : EPOCH 6 - PROGRESS: at 48.66% examples, 687993 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:37,033 : INFO : EPOCH 6 - PROGRESS: at 49.02% examples, 688294 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:38,037 : INFO : EPOCH 6 - PROGRESS: at 49.36% examples, 688535 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:39,039 : INFO : EPOCH 6 - PROGRESS: at 49.74% examples, 688752 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:40,040 : INFO : EPOCH 6 - PROGRESS: at 50.09% examples, 688995 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:41,043 : INFO : EPOCH 6 - PROGRESS: at 50.43% examples, 689236 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:42,049 : INFO : EPOCH 6 - PROGRESS: at 50.79% examples, 689409 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:43,052 : INFO : EPOCH 6 - PROGRESS: at 51.13% examples, 689646 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:44,054 : INFO : EPOCH 6 - PROGRESS: at 51.47% examples, 689888 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:45,054 : INFO : EPOCH 6 - PROGRESS: at 51.82% examples, 690176 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:46,056 : INFO : EPOCH 6 - PROGRESS: at 52.17% examples, 690320 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:47,057 : INFO : EPOCH 6 - PROGRESS: at 52.49% examples, 690502 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:48,064 : INFO : EPOCH 6 - PROGRESS: at 52.86% examples, 690655 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:49,079 : INFO : EPOCH 6 - PROGRESS: at 53.19% examples, 690848 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:51:50,085 : INFO : EPOCH 6 - PROGRESS: at 53.53% examples, 691150 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:51,089 : INFO : EPOCH 6 - PROGRESS: at 53.88% examples, 691356 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:52,101 : INFO : EPOCH 6 - PROGRESS: at 54.23% examples, 691486 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:53,103 : INFO : EPOCH 6 - PROGRESS: at 54.56% examples, 691819 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:54,106 : INFO : EPOCH 6 - PROGRESS: at 54.88% examples, 692033 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:55,113 : INFO : EPOCH 6 - PROGRESS: at 55.24% examples, 692221 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:56,118 : INFO : EPOCH 6 - PROGRESS: at 55.59% examples, 692422 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:51:57,119 : INFO : EPOCH 6 - PROGRESS: at 55.94% examples, 692599 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:58,131 : INFO : EPOCH 6 - PROGRESS: at 56.28% examples, 692814 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:51:59,138 : INFO : EPOCH 6 - PROGRESS: at 56.62% examples, 693007 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:00,138 : INFO : EPOCH 6 - PROGRESS: at 57.00% examples, 693129 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:01,162 : INFO : EPOCH 6 - PROGRESS: at 57.34% examples, 693287 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:02,170 : INFO : EPOCH 6 - PROGRESS: at 57.71% examples, 693477 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:03,175 : INFO : EPOCH 6 - PROGRESS: at 58.06% examples, 693674 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:04,182 : INFO : EPOCH 6 - PROGRESS: at 58.40% examples, 693868 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:05,184 : INFO : EPOCH 6 - PROGRESS: at 58.76% examples, 694141 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:06,187 : INFO : EPOCH 6 - PROGRESS: at 59.10% examples, 694301 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:07,192 : INFO : EPOCH 6 - PROGRESS: at 59.43% examples, 694394 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:08,193 : INFO : EPOCH 6 - PROGRESS: at 59.75% examples, 694230 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:09,204 : INFO : EPOCH 6 - PROGRESS: at 60.07% examples, 693970 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:10,210 : INFO : EPOCH 6 - PROGRESS: at 60.38% examples, 693787 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:11,241 : INFO : EPOCH 6 - PROGRESS: at 60.70% examples, 693524 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:12,244 : INFO : EPOCH 6 - PROGRESS: at 61.02% examples, 693402 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:13,249 : INFO : EPOCH 6 - PROGRESS: at 61.31% examples, 693228 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:14,253 : INFO : EPOCH 6 - PROGRESS: at 61.63% examples, 692982 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:15,256 : INFO : EPOCH 6 - PROGRESS: at 61.98% examples, 692792 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:16,257 : INFO : EPOCH 6 - PROGRESS: at 62.30% examples, 692595 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:17,260 : INFO : EPOCH 6 - PROGRESS: at 62.63% examples, 692393 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:18,271 : INFO : EPOCH 6 - PROGRESS: at 62.95% examples, 692217 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:19,277 : INFO : EPOCH 6 - PROGRESS: at 63.30% examples, 691966 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:20,279 : INFO : EPOCH 6 - PROGRESS: at 63.65% examples, 691790 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:21,283 : INFO : EPOCH 6 - PROGRESS: at 63.97% examples, 691656 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:22,294 : INFO : EPOCH 6 - PROGRESS: at 64.29% examples, 691448 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:23,300 : INFO : EPOCH 6 - PROGRESS: at 64.58% examples, 691255 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:24,321 : INFO : EPOCH 6 - PROGRESS: at 64.90% examples, 691079 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:25,329 : INFO : EPOCH 6 - PROGRESS: at 65.22% examples, 690938 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:26,349 : INFO : EPOCH 6 - PROGRESS: at 65.52% examples, 690717 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:27,352 : INFO : EPOCH 6 - PROGRESS: at 65.84% examples, 690592 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:52:28,355 : INFO : EPOCH 6 - PROGRESS: at 66.16% examples, 690420 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:29,360 : INFO : EPOCH 6 - PROGRESS: at 66.48% examples, 690222 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:52:30,364 : INFO : EPOCH 6 - PROGRESS: at 66.81% examples, 690006 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:52:31,372 : INFO : EPOCH 6 - PROGRESS: at 67.11% examples, 689824 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:32,376 : INFO : EPOCH 6 - PROGRESS: at 67.43% examples, 689696 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:33,397 : INFO : EPOCH 6 - PROGRESS: at 67.75% examples, 689509 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:34,399 : INFO : EPOCH 6 - PROGRESS: at 68.07% examples, 689430 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:35,406 : INFO : EPOCH 6 - PROGRESS: at 68.38% examples, 689234 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:52:36,413 : INFO : EPOCH 6 - PROGRESS: at 68.71% examples, 689096 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:37,415 : INFO : EPOCH 6 - PROGRESS: at 69.03% examples, 688969 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:38,422 : INFO : EPOCH 6 - PROGRESS: at 69.35% examples, 688804 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:39,431 : INFO : EPOCH 6 - PROGRESS: at 69.66% examples, 688660 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:40,435 : INFO : EPOCH 6 - PROGRESS: at 69.97% examples, 688529 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:41,437 : INFO : EPOCH 6 - PROGRESS: at 70.26% examples, 688451 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:42,442 : INFO : EPOCH 6 - PROGRESS: at 70.59% examples, 688280 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:43,454 : INFO : EPOCH 6 - PROGRESS: at 70.92% examples, 688117 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:44,463 : INFO : EPOCH 6 - PROGRESS: at 71.26% examples, 687966 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:45,466 : INFO : EPOCH 6 - PROGRESS: at 71.58% examples, 687791 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:46,474 : INFO : EPOCH 6 - PROGRESS: at 71.87% examples, 687657 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:47,486 : INFO : EPOCH 6 - PROGRESS: at 72.18% examples, 687504 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:52:48,490 : INFO : EPOCH 6 - PROGRESS: at 72.52% examples, 687360 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:49,510 : INFO : EPOCH 6 - PROGRESS: at 72.84% examples, 687206 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:50,532 : INFO : EPOCH 6 - PROGRESS: at 73.16% examples, 687045 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:51,533 : INFO : EPOCH 6 - PROGRESS: at 73.49% examples, 686911 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:52,546 : INFO : EPOCH 6 - PROGRESS: at 73.80% examples, 686798 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:53,581 : INFO : EPOCH 6 - PROGRESS: at 74.13% examples, 686596 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:54,583 : INFO : EPOCH 6 - PROGRESS: at 74.45% examples, 686497 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:55,600 : INFO : EPOCH 6 - PROGRESS: at 74.76% examples, 686382 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:56,615 : INFO : EPOCH 6 - PROGRESS: at 75.07% examples, 686260 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:57,616 : INFO : EPOCH 6 - PROGRESS: at 75.38% examples, 686190 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:58,618 : INFO : EPOCH 6 - PROGRESS: at 75.68% examples, 685992 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:52:59,618 : INFO : EPOCH 6 - PROGRESS: at 75.97% examples, 685775 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:00,626 : INFO : EPOCH 6 - PROGRESS: at 76.25% examples, 685569 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:53:01,627 : INFO : EPOCH 6 - PROGRESS: at 76.53% examples, 685158 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:53:02,633 : INFO : EPOCH 6 - PROGRESS: at 76.82% examples, 684766 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:03,639 : INFO : EPOCH 6 - PROGRESS: at 77.16% examples, 684933 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:04,650 : INFO : EPOCH 6 - PROGRESS: at 77.54% examples, 685111 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:05,655 : INFO : EPOCH 6 - PROGRESS: at 77.89% examples, 685294 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:06,657 : INFO : EPOCH 6 - PROGRESS: at 78.24% examples, 685418 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:07,672 : INFO : EPOCH 6 - PROGRESS: at 78.59% examples, 685630 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:08,673 : INFO : EPOCH 6 - PROGRESS: at 78.94% examples, 685830 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:09,677 : INFO : EPOCH 6 - PROGRESS: at 79.28% examples, 686002 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:53:10,700 : INFO : EPOCH 6 - PROGRESS: at 79.63% examples, 686129 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:11,706 : INFO : EPOCH 6 - PROGRESS: at 79.99% examples, 686275 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:12,719 : INFO : EPOCH 6 - PROGRESS: at 80.35% examples, 686412 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:13,728 : INFO : EPOCH 6 - PROGRESS: at 80.72% examples, 686602 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:14,739 : INFO : EPOCH 6 - PROGRESS: at 81.07% examples, 686751 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:15,757 : INFO : EPOCH 6 - PROGRESS: at 81.41% examples, 686903 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:16,764 : INFO : EPOCH 6 - PROGRESS: at 81.76% examples, 687080 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:17,768 : INFO : EPOCH 6 - PROGRESS: at 82.11% examples, 687237 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:18,774 : INFO : EPOCH 6 - PROGRESS: at 82.44% examples, 687376 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:19,781 : INFO : EPOCH 6 - PROGRESS: at 82.79% examples, 687540 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:20,785 : INFO : EPOCH 6 - PROGRESS: at 83.12% examples, 687688 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:21,791 : INFO : EPOCH 6 - PROGRESS: at 83.48% examples, 687821 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:53:22,799 : INFO : EPOCH 6 - PROGRESS: at 83.82% examples, 687989 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:23,811 : INFO : EPOCH 6 - PROGRESS: at 84.18% examples, 688120 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:24,839 : INFO : EPOCH 6 - PROGRESS: at 84.54% examples, 688247 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:25,843 : INFO : EPOCH 6 - PROGRESS: at 84.89% examples, 688363 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:53:26,850 : INFO : EPOCH 6 - PROGRESS: at 85.24% examples, 688517 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:53:27,857 : INFO : EPOCH 6 - PROGRESS: at 85.60% examples, 688615 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:28,865 : INFO : EPOCH 6 - PROGRESS: at 85.93% examples, 688743 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:29,883 : INFO : EPOCH 6 - PROGRESS: at 86.27% examples, 688854 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:30,894 : INFO : EPOCH 6 - PROGRESS: at 86.63% examples, 688993 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:31,900 : INFO : EPOCH 6 - PROGRESS: at 86.97% examples, 689182 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:32,901 : INFO : EPOCH 6 - PROGRESS: at 87.34% examples, 689327 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:33,913 : INFO : EPOCH 6 - PROGRESS: at 87.68% examples, 689443 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:34,916 : INFO : EPOCH 6 - PROGRESS: at 88.03% examples, 689588 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:35,928 : INFO : EPOCH 6 - PROGRESS: at 88.38% examples, 689689 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:36,929 : INFO : EPOCH 6 - PROGRESS: at 88.70% examples, 689827 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:53:37,931 : INFO : EPOCH 6 - PROGRESS: at 89.04% examples, 689986 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:38,946 : INFO : EPOCH 6 - PROGRESS: at 89.40% examples, 690084 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:39,952 : INFO : EPOCH 6 - PROGRESS: at 89.74% examples, 690251 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:53:40,958 : INFO : EPOCH 6 - PROGRESS: at 90.10% examples, 690352 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:41,962 : INFO : EPOCH 6 - PROGRESS: at 90.44% examples, 690503 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:42,969 : INFO : EPOCH 6 - PROGRESS: at 90.82% examples, 690560 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:43,980 : INFO : EPOCH 6 - PROGRESS: at 91.17% examples, 690642 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:44,982 : INFO : EPOCH 6 - PROGRESS: at 91.52% examples, 690784 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:46,002 : INFO : EPOCH 6 - PROGRESS: at 91.88% examples, 690856 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:47,024 : INFO : EPOCH 6 - PROGRESS: at 92.26% examples, 690939 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:48,032 : INFO : EPOCH 6 - PROGRESS: at 92.61% examples, 691077 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:49,042 : INFO : EPOCH 6 - PROGRESS: at 92.95% examples, 691221 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:50,047 : INFO : EPOCH 6 - PROGRESS: at 93.28% examples, 691337 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:51,051 : INFO : EPOCH 6 - PROGRESS: at 93.59% examples, 691463 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:52,054 : INFO : EPOCH 6 - PROGRESS: at 93.93% examples, 691589 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:53,057 : INFO : EPOCH 6 - PROGRESS: at 94.28% examples, 691715 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:54,059 : INFO : EPOCH 6 - PROGRESS: at 94.61% examples, 691823 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:55,064 : INFO : EPOCH 6 - PROGRESS: at 94.98% examples, 691883 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:56,066 : INFO : EPOCH 6 - PROGRESS: at 95.31% examples, 691997 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:57,074 : INFO : EPOCH 6 - PROGRESS: at 95.67% examples, 692081 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:58,083 : INFO : EPOCH 6 - PROGRESS: at 96.01% examples, 692170 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:53:59,086 : INFO : EPOCH 6 - PROGRESS: at 96.36% examples, 692286 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:54:00,108 : INFO : EPOCH 6 - PROGRESS: at 96.71% examples, 692393 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:01,115 : INFO : EPOCH 6 - PROGRESS: at 97.07% examples, 692504 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:02,123 : INFO : EPOCH 6 - PROGRESS: at 97.42% examples, 692636 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:03,136 : INFO : EPOCH 6 - PROGRESS: at 97.75% examples, 692695 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:04,148 : INFO : EPOCH 6 - PROGRESS: at 98.09% examples, 692827 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:05,162 : INFO : EPOCH 6 - PROGRESS: at 98.45% examples, 692898 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:06,166 : INFO : EPOCH 6 - PROGRESS: at 98.82% examples, 693006 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:07,167 : INFO : EPOCH 6 - PROGRESS: at 99.17% examples, 693094 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:08,180 : INFO : EPOCH 6 - PROGRESS: at 99.54% examples, 693216 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:54:09,180 : INFO : EPOCH 6 - PROGRESS: at 99.91% examples, 693282 words/s, in_qsize 7, out_qsize 1
2020-07-24 04:54:09,376 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 04:54:09,390 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 04:54:09,399 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 04:54:09,404 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 04:54:09,404 : INFO : EPOCH - 6 : training on 266670914 raw words (206924705 effective words) took 298.4s, 693334 effective words/s
2020-07-24 04:54:10,430 : INFO : EPOCH 7 - PROGRESS: at 0.32% examples, 699585 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:11,433 : INFO : EPOCH 7 - PROGRESS: at 0.65% examples, 716921 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:12,436 : INFO : EPOCH 7 - PROGRESS: at 1.00% examples, 720237 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:13,438 : INFO : EPOCH 7 - PROGRESS: at 1.33% examples, 724043 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:14,458 : INFO : EPOCH 7 - PROGRESS: at 1.68% examples, 723309 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:15,460 : INFO : EPOCH 7 - PROGRESS: at 2.04% examples, 724440 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:16,475 : INFO : EPOCH 7 - PROGRESS: at 2.40% examples, 724032 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:17,479 : INFO : EPOCH 7 - PROGRESS: at 2.75% examples, 724802 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:18,486 : INFO : EPOCH 7 - PROGRESS: at 3.12% examples, 724533 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:19,499 : INFO : EPOCH 7 - PROGRESS: at 3.47% examples, 724534 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:20,500 : INFO : EPOCH 7 - PROGRESS: at 3.85% examples, 725675 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:21,502 : INFO : EPOCH 7 - PROGRESS: at 4.17% examples, 725289 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:54:22,512 : INFO : EPOCH 7 - PROGRESS: at 4.52% examples, 725767 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:23,512 : INFO : EPOCH 7 - PROGRESS: at 4.88% examples, 725168 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:24,526 : INFO : EPOCH 7 - PROGRESS: at 5.25% examples, 724974 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:25,532 : INFO : EPOCH 7 - PROGRESS: at 5.60% examples, 725206 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:54:26,540 : INFO : EPOCH 7 - PROGRESS: at 5.92% examples, 722336 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:27,541 : INFO : EPOCH 7 - PROGRESS: at 6.25% examples, 719879 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:28,542 : INFO : EPOCH 7 - PROGRESS: at 6.57% examples, 716064 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:29,548 : INFO : EPOCH 7 - PROGRESS: at 6.92% examples, 712888 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:30,549 : INFO : EPOCH 7 - PROGRESS: at 7.23% examples, 710656 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:31,557 : INFO : EPOCH 7 - PROGRESS: at 7.57% examples, 707875 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:32,560 : INFO : EPOCH 7 - PROGRESS: at 7.91% examples, 706082 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:33,563 : INFO : EPOCH 7 - PROGRESS: at 8.25% examples, 704452 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:34,588 : INFO : EPOCH 7 - PROGRESS: at 8.56% examples, 702269 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:35,590 : INFO : EPOCH 7 - PROGRESS: at 8.90% examples, 700796 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:36,592 : INFO : EPOCH 7 - PROGRESS: at 9.23% examples, 699264 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:37,604 : INFO : EPOCH 7 - PROGRESS: at 9.51% examples, 697992 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:38,615 : INFO : EPOCH 7 - PROGRESS: at 9.84% examples, 696388 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:39,617 : INFO : EPOCH 7 - PROGRESS: at 10.18% examples, 695470 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:40,628 : INFO : EPOCH 7 - PROGRESS: at 10.51% examples, 693995 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:54:41,632 : INFO : EPOCH 7 - PROGRESS: at 10.83% examples, 693047 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:42,635 : INFO : EPOCH 7 - PROGRESS: at 11.14% examples, 692097 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:43,648 : INFO : EPOCH 7 - PROGRESS: at 11.45% examples, 691184 words/s, in_qsize 6, out_qsize 1
2020-07-24 04:54:44,655 : INFO : EPOCH 7 - PROGRESS: at 11.79% examples, 690572 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:45,655 : INFO : EPOCH 7 - PROGRESS: at 12.11% examples, 689881 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:46,655 : INFO : EPOCH 7 - PROGRESS: at 12.42% examples, 689008 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:54:47,673 : INFO : EPOCH 7 - PROGRESS: at 12.74% examples, 688091 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:54:48,674 : INFO : EPOCH 7 - PROGRESS: at 13.06% examples, 687784 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:49,683 : INFO : EPOCH 7 - PROGRESS: at 13.38% examples, 686790 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:54:50,691 : INFO : EPOCH 7 - PROGRESS: at 13.70% examples, 686134 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:51,696 : INFO : EPOCH 7 - PROGRESS: at 14.03% examples, 685539 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:52,710 : INFO : EPOCH 7 - PROGRESS: at 14.38% examples, 684958 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:53,714 : INFO : EPOCH 7 - PROGRESS: at 14.71% examples, 684584 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:54,734 : INFO : EPOCH 7 - PROGRESS: at 15.04% examples, 683902 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:55,735 : INFO : EPOCH 7 - PROGRESS: at 15.31% examples, 683622 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:56,736 : INFO : EPOCH 7 - PROGRESS: at 15.64% examples, 683204 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:57,736 : INFO : EPOCH 7 - PROGRESS: at 15.98% examples, 683062 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:58,737 : INFO : EPOCH 7 - PROGRESS: at 16.33% examples, 682516 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:54:59,745 : INFO : EPOCH 7 - PROGRESS: at 16.64% examples, 682274 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:00,755 : INFO : EPOCH 7 - PROGRESS: at 16.95% examples, 681772 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:55:01,757 : INFO : EPOCH 7 - PROGRESS: at 17.28% examples, 681390 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:02,768 : INFO : EPOCH 7 - PROGRESS: at 17.62% examples, 681256 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:03,785 : INFO : EPOCH 7 - PROGRESS: at 17.96% examples, 680653 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:04,787 : INFO : EPOCH 7 - PROGRESS: at 18.29% examples, 680429 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:05,791 : INFO : EPOCH 7 - PROGRESS: at 18.62% examples, 680082 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:06,802 : INFO : EPOCH 7 - PROGRESS: at 18.92% examples, 679646 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:07,804 : INFO : EPOCH 7 - PROGRESS: at 19.23% examples, 679221 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:08,805 : INFO : EPOCH 7 - PROGRESS: at 19.54% examples, 679067 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:09,823 : INFO : EPOCH 7 - PROGRESS: at 19.87% examples, 678658 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:10,836 : INFO : EPOCH 7 - PROGRESS: at 20.21% examples, 678268 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:55:11,847 : INFO : EPOCH 7 - PROGRESS: at 20.54% examples, 678239 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:12,857 : INFO : EPOCH 7 - PROGRESS: at 20.88% examples, 677974 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:13,863 : INFO : EPOCH 7 - PROGRESS: at 21.23% examples, 677782 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:14,872 : INFO : EPOCH 7 - PROGRESS: at 21.56% examples, 677399 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:15,890 : INFO : EPOCH 7 - PROGRESS: at 21.90% examples, 677078 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:16,910 : INFO : EPOCH 7 - PROGRESS: at 22.21% examples, 676622 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:17,913 : INFO : EPOCH 7 - PROGRESS: at 22.53% examples, 676490 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:18,925 : INFO : EPOCH 7 - PROGRESS: at 22.89% examples, 676228 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:19,931 : INFO : EPOCH 7 - PROGRESS: at 23.21% examples, 676014 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:55:20,942 : INFO : EPOCH 7 - PROGRESS: at 23.52% examples, 675779 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:21,946 : INFO : EPOCH 7 - PROGRESS: at 23.86% examples, 675582 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:22,955 : INFO : EPOCH 7 - PROGRESS: at 24.19% examples, 675236 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:23,971 : INFO : EPOCH 7 - PROGRESS: at 24.53% examples, 675087 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:24,976 : INFO : EPOCH 7 - PROGRESS: at 24.86% examples, 674883 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:25,977 : INFO : EPOCH 7 - PROGRESS: at 25.16% examples, 674865 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:26,988 : INFO : EPOCH 7 - PROGRESS: at 25.47% examples, 674623 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:27,995 : INFO : EPOCH 7 - PROGRESS: at 25.79% examples, 674543 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:29,012 : INFO : EPOCH 7 - PROGRESS: at 26.11% examples, 674432 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:30,013 : INFO : EPOCH 7 - PROGRESS: at 26.43% examples, 674277 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:31,019 : INFO : EPOCH 7 - PROGRESS: at 26.75% examples, 674249 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:32,021 : INFO : EPOCH 7 - PROGRESS: at 27.08% examples, 673965 words/s, in_qsize 8, out_qsize 1
2020-07-24 04:55:33,028 : INFO : EPOCH 7 - PROGRESS: at 27.42% examples, 673888 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:34,031 : INFO : EPOCH 7 - PROGRESS: at 27.75% examples, 673618 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:35,032 : INFO : EPOCH 7 - PROGRESS: at 28.09% examples, 673625 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:36,037 : INFO : EPOCH 7 - PROGRESS: at 28.42% examples, 673453 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:37,048 : INFO : EPOCH 7 - PROGRESS: at 28.75% examples, 673153 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:38,057 : INFO : EPOCH 7 - PROGRESS: at 29.07% examples, 673066 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:39,072 : INFO : EPOCH 7 - PROGRESS: at 29.39% examples, 672629 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:55:40,082 : INFO : EPOCH 7 - PROGRESS: at 29.70% examples, 672144 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:41,086 : INFO : EPOCH 7 - PROGRESS: at 30.01% examples, 671601 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:42,098 : INFO : EPOCH 7 - PROGRESS: at 30.30% examples, 670416 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:43,106 : INFO : EPOCH 7 - PROGRESS: at 30.63% examples, 670526 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:44,118 : INFO : EPOCH 7 - PROGRESS: at 31.02% examples, 671072 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:45,123 : INFO : EPOCH 7 - PROGRESS: at 31.38% examples, 671724 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:46,130 : INFO : EPOCH 7 - PROGRESS: at 31.71% examples, 672386 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:47,131 : INFO : EPOCH 7 - PROGRESS: at 32.04% examples, 673029 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:48,133 : INFO : EPOCH 7 - PROGRESS: at 32.40% examples, 673567 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:49,143 : INFO : EPOCH 7 - PROGRESS: at 32.74% examples, 674110 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:50,144 : INFO : EPOCH 7 - PROGRESS: at 33.15% examples, 674567 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:51,147 : INFO : EPOCH 7 - PROGRESS: at 33.53% examples, 675061 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:52,153 : INFO : EPOCH 7 - PROGRESS: at 33.88% examples, 675594 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:53,166 : INFO : EPOCH 7 - PROGRESS: at 34.28% examples, 676001 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:54,167 : INFO : EPOCH 7 - PROGRESS: at 34.64% examples, 676590 words/s, in_qsize 7, out_qsize 1
2020-07-24 04:55:55,178 : INFO : EPOCH 7 - PROGRESS: at 35.01% examples, 677028 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:56,183 : INFO : EPOCH 7 - PROGRESS: at 35.33% examples, 677477 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:57,196 : INFO : EPOCH 7 - PROGRESS: at 35.70% examples, 677930 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:55:58,203 : INFO : EPOCH 7 - PROGRESS: at 36.04% examples, 678494 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:55:59,208 : INFO : EPOCH 7 - PROGRESS: at 36.39% examples, 678997 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:00,209 : INFO : EPOCH 7 - PROGRESS: at 36.75% examples, 679342 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:01,215 : INFO : EPOCH 7 - PROGRESS: at 37.08% examples, 679782 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:02,226 : INFO : EPOCH 7 - PROGRESS: at 37.46% examples, 680179 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:03,227 : INFO : EPOCH 7 - PROGRESS: at 37.80% examples, 680651 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:04,235 : INFO : EPOCH 7 - PROGRESS: at 38.16% examples, 680980 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:05,248 : INFO : EPOCH 7 - PROGRESS: at 38.52% examples, 681409 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:06,255 : INFO : EPOCH 7 - PROGRESS: at 38.87% examples, 681877 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:07,264 : INFO : EPOCH 7 - PROGRESS: at 39.22% examples, 682297 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:56:08,279 : INFO : EPOCH 7 - PROGRESS: at 39.59% examples, 682661 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:09,286 : INFO : EPOCH 7 - PROGRESS: at 39.93% examples, 683142 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:10,288 : INFO : EPOCH 7 - PROGRESS: at 40.25% examples, 683595 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:11,289 : INFO : EPOCH 7 - PROGRESS: at 40.60% examples, 683915 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:12,294 : INFO : EPOCH 7 - PROGRESS: at 40.95% examples, 684335 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:13,298 : INFO : EPOCH 7 - PROGRESS: at 41.34% examples, 684662 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:14,303 : INFO : EPOCH 7 - PROGRESS: at 41.69% examples, 685055 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:15,334 : INFO : EPOCH 7 - PROGRESS: at 42.07% examples, 685355 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:16,338 : INFO : EPOCH 7 - PROGRESS: at 42.42% examples, 685794 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:56:17,339 : INFO : EPOCH 7 - PROGRESS: at 42.76% examples, 686202 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:18,350 : INFO : EPOCH 7 - PROGRESS: at 43.12% examples, 686458 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:19,350 : INFO : EPOCH 7 - PROGRESS: at 43.49% examples, 686756 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:20,353 : INFO : EPOCH 7 - PROGRESS: at 43.86% examples, 687062 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:21,361 : INFO : EPOCH 7 - PROGRESS: at 44.20% examples, 687400 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:22,374 : INFO : EPOCH 7 - PROGRESS: at 44.54% examples, 687673 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:23,375 : INFO : EPOCH 7 - PROGRESS: at 44.88% examples, 688069 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:24,393 : INFO : EPOCH 7 - PROGRESS: at 45.19% examples, 688390 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:25,404 : INFO : EPOCH 7 - PROGRESS: at 45.58% examples, 688687 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:26,411 : INFO : EPOCH 7 - PROGRESS: at 45.91% examples, 689037 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:27,417 : INFO : EPOCH 7 - PROGRESS: at 46.27% examples, 689260 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:28,420 : INFO : EPOCH 7 - PROGRESS: at 46.66% examples, 689573 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:29,426 : INFO : EPOCH 7 - PROGRESS: at 47.03% examples, 689775 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:30,428 : INFO : EPOCH 7 - PROGRESS: at 47.41% examples, 690025 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:31,441 : INFO : EPOCH 7 - PROGRESS: at 47.75% examples, 690316 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:32,471 : INFO : EPOCH 7 - PROGRESS: at 48.15% examples, 690574 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:56:33,483 : INFO : EPOCH 7 - PROGRESS: at 48.54% examples, 690945 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:34,487 : INFO : EPOCH 7 - PROGRESS: at 48.90% examples, 691157 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:35,501 : INFO : EPOCH 7 - PROGRESS: at 49.24% examples, 691440 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:56:36,515 : INFO : EPOCH 7 - PROGRESS: at 49.62% examples, 691716 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:37,523 : INFO : EPOCH 7 - PROGRESS: at 49.99% examples, 691943 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:38,525 : INFO : EPOCH 7 - PROGRESS: at 50.33% examples, 692302 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:39,530 : INFO : EPOCH 7 - PROGRESS: at 50.67% examples, 692505 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:40,533 : INFO : EPOCH 7 - PROGRESS: at 51.04% examples, 692803 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:41,534 : INFO : EPOCH 7 - PROGRESS: at 51.37% examples, 693016 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:42,538 : INFO : EPOCH 7 - PROGRESS: at 51.71% examples, 693237 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:43,546 : INFO : EPOCH 7 - PROGRESS: at 52.06% examples, 693397 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:44,546 : INFO : EPOCH 7 - PROGRESS: at 52.41% examples, 693567 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:45,548 : INFO : EPOCH 7 - PROGRESS: at 52.76% examples, 693770 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:46,550 : INFO : EPOCH 7 - PROGRESS: at 53.10% examples, 693958 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:47,554 : INFO : EPOCH 7 - PROGRESS: at 53.43% examples, 694264 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:48,557 : INFO : EPOCH 7 - PROGRESS: at 53.77% examples, 694499 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:49,558 : INFO : EPOCH 7 - PROGRESS: at 54.14% examples, 694669 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:56:50,560 : INFO : EPOCH 7 - PROGRESS: at 54.44% examples, 694712 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:51,561 : INFO : EPOCH 7 - PROGRESS: at 54.74% examples, 694644 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:52,578 : INFO : EPOCH 7 - PROGRESS: at 55.09% examples, 694358 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:53,590 : INFO : EPOCH 7 - PROGRESS: at 55.39% examples, 694174 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:54,594 : INFO : EPOCH 7 - PROGRESS: at 55.72% examples, 693954 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:55,595 : INFO : EPOCH 7 - PROGRESS: at 56.04% examples, 693789 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:56,602 : INFO : EPOCH 7 - PROGRESS: at 56.34% examples, 693612 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:57,602 : INFO : EPOCH 7 - PROGRESS: at 56.65% examples, 693379 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:56:58,611 : INFO : EPOCH 7 - PROGRESS: at 57.01% examples, 693199 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:56:59,631 : INFO : EPOCH 7 - PROGRESS: at 57.32% examples, 692959 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:00,643 : INFO : EPOCH 7 - PROGRESS: at 57.65% examples, 692730 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:57:01,647 : INFO : EPOCH 7 - PROGRESS: at 57.97% examples, 692594 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:02,651 : INFO : EPOCH 7 - PROGRESS: at 58.28% examples, 692413 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:03,654 : INFO : EPOCH 7 - PROGRESS: at 58.61% examples, 692241 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:57:04,669 : INFO : EPOCH 7 - PROGRESS: at 58.93% examples, 692101 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:05,674 : INFO : EPOCH 7 - PROGRESS: at 59.24% examples, 692011 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:57:06,683 : INFO : EPOCH 7 - PROGRESS: at 59.55% examples, 691817 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:57:07,692 : INFO : EPOCH 7 - PROGRESS: at 59.88% examples, 691668 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:08,697 : INFO : EPOCH 7 - PROGRESS: at 60.20% examples, 691473 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:09,701 : INFO : EPOCH 7 - PROGRESS: at 60.51% examples, 691278 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:10,709 : INFO : EPOCH 7 - PROGRESS: at 60.83% examples, 691084 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:11,728 : INFO : EPOCH 7 - PROGRESS: at 61.12% examples, 690972 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:12,734 : INFO : EPOCH 7 - PROGRESS: at 61.45% examples, 690818 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:13,735 : INFO : EPOCH 7 - PROGRESS: at 61.79% examples, 690634 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:14,736 : INFO : EPOCH 7 - PROGRESS: at 62.11% examples, 690491 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:15,745 : INFO : EPOCH 7 - PROGRESS: at 62.44% examples, 690342 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:16,756 : INFO : EPOCH 7 - PROGRESS: at 62.77% examples, 690194 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:57:17,759 : INFO : EPOCH 7 - PROGRESS: at 63.11% examples, 690045 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:57:18,764 : INFO : EPOCH 7 - PROGRESS: at 63.45% examples, 689883 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:19,778 : INFO : EPOCH 7 - PROGRESS: at 63.81% examples, 689746 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:20,786 : INFO : EPOCH 7 - PROGRESS: at 64.14% examples, 689601 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:57:21,792 : INFO : EPOCH 7 - PROGRESS: at 64.43% examples, 689453 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:57:22,794 : INFO : EPOCH 7 - PROGRESS: at 64.73% examples, 689310 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:57:23,795 : INFO : EPOCH 7 - PROGRESS: at 65.05% examples, 689206 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:24,810 : INFO : EPOCH 7 - PROGRESS: at 65.38% examples, 689063 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:25,817 : INFO : EPOCH 7 - PROGRESS: at 65.69% examples, 688910 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:26,830 : INFO : EPOCH 7 - PROGRESS: at 66.00% examples, 688761 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:27,849 : INFO : EPOCH 7 - PROGRESS: at 66.33% examples, 688561 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:28,860 : INFO : EPOCH 7 - PROGRESS: at 66.66% examples, 688436 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:29,875 : INFO : EPOCH 7 - PROGRESS: at 66.99% examples, 688253 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:30,877 : INFO : EPOCH 7 - PROGRESS: at 67.29% examples, 688197 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:57:31,880 : INFO : EPOCH 7 - PROGRESS: at 67.62% examples, 688084 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:57:32,889 : INFO : EPOCH 7 - PROGRESS: at 67.93% examples, 687951 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:33,899 : INFO : EPOCH 7 - PROGRESS: at 68.25% examples, 687810 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:34,916 : INFO : EPOCH 7 - PROGRESS: at 68.58% examples, 687692 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:57:35,920 : INFO : EPOCH 7 - PROGRESS: at 68.90% examples, 687616 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:36,933 : INFO : EPOCH 7 - PROGRESS: at 69.23% examples, 687494 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:37,951 : INFO : EPOCH 7 - PROGRESS: at 69.55% examples, 687409 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:38,957 : INFO : EPOCH 7 - PROGRESS: at 69.86% examples, 687322 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:39,969 : INFO : EPOCH 7 - PROGRESS: at 70.17% examples, 687212 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:40,970 : INFO : EPOCH 7 - PROGRESS: at 70.47% examples, 687159 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:41,978 : INFO : EPOCH 7 - PROGRESS: at 70.82% examples, 686948 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:42,990 : INFO : EPOCH 7 - PROGRESS: at 71.16% examples, 686844 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:44,007 : INFO : EPOCH 7 - PROGRESS: at 71.49% examples, 686705 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:45,010 : INFO : EPOCH 7 - PROGRESS: at 71.79% examples, 686611 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:46,020 : INFO : EPOCH 7 - PROGRESS: at 72.10% examples, 686497 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:47,030 : INFO : EPOCH 7 - PROGRESS: at 72.43% examples, 686406 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:57:48,037 : INFO : EPOCH 7 - PROGRESS: at 72.75% examples, 686266 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:49,041 : INFO : EPOCH 7 - PROGRESS: at 73.09% examples, 686152 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:50,053 : INFO : EPOCH 7 - PROGRESS: at 73.41% examples, 686007 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:51,059 : INFO : EPOCH 7 - PROGRESS: at 73.71% examples, 685910 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:52,071 : INFO : EPOCH 7 - PROGRESS: at 74.05% examples, 685815 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:53,076 : INFO : EPOCH 7 - PROGRESS: at 74.37% examples, 685685 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:54,078 : INFO : EPOCH 7 - PROGRESS: at 74.68% examples, 685603 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:55,084 : INFO : EPOCH 7 - PROGRESS: at 74.97% examples, 685481 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:56,091 : INFO : EPOCH 7 - PROGRESS: at 75.28% examples, 685409 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:57,099 : INFO : EPOCH 7 - PROGRESS: at 75.60% examples, 685314 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:58,106 : INFO : EPOCH 7 - PROGRESS: at 75.91% examples, 685258 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:57:59,114 : INFO : EPOCH 7 - PROGRESS: at 76.21% examples, 685181 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:00,128 : INFO : EPOCH 7 - PROGRESS: at 76.52% examples, 685040 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:01,148 : INFO : EPOCH 7 - PROGRESS: at 76.85% examples, 684953 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:02,160 : INFO : EPOCH 7 - PROGRESS: at 77.18% examples, 684887 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:03,167 : INFO : EPOCH 7 - PROGRESS: at 77.51% examples, 684784 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:58:04,184 : INFO : EPOCH 7 - PROGRESS: at 77.83% examples, 684625 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:05,193 : INFO : EPOCH 7 - PROGRESS: at 78.16% examples, 684532 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:06,194 : INFO : EPOCH 7 - PROGRESS: at 78.47% examples, 684493 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:58:07,205 : INFO : EPOCH 7 - PROGRESS: at 78.80% examples, 684439 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:08,220 : INFO : EPOCH 7 - PROGRESS: at 79.11% examples, 684311 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:09,228 : INFO : EPOCH 7 - PROGRESS: at 79.44% examples, 684262 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:58:10,241 : INFO : EPOCH 7 - PROGRESS: at 79.77% examples, 684177 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:11,250 : INFO : EPOCH 7 - PROGRESS: at 80.09% examples, 684071 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:12,251 : INFO : EPOCH 7 - PROGRESS: at 80.43% examples, 683991 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:13,257 : INFO : EPOCH 7 - PROGRESS: at 80.75% examples, 683882 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:58:14,274 : INFO : EPOCH 7 - PROGRESS: at 81.08% examples, 683828 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:15,278 : INFO : EPOCH 7 - PROGRESS: at 81.39% examples, 683776 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:16,285 : INFO : EPOCH 7 - PROGRESS: at 81.70% examples, 683679 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:58:17,286 : INFO : EPOCH 7 - PROGRESS: at 82.02% examples, 683581 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:18,296 : INFO : EPOCH 7 - PROGRESS: at 82.34% examples, 683514 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:19,315 : INFO : EPOCH 7 - PROGRESS: at 82.63% examples, 683304 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:20,316 : INFO : EPOCH 7 - PROGRESS: at 82.93% examples, 683150 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:21,317 : INFO : EPOCH 7 - PROGRESS: at 83.22% examples, 682963 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:22,324 : INFO : EPOCH 7 - PROGRESS: at 83.51% examples, 682510 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:23,339 : INFO : EPOCH 7 - PROGRESS: at 83.83% examples, 682485 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:24,342 : INFO : EPOCH 7 - PROGRESS: at 84.20% examples, 682695 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:25,358 : INFO : EPOCH 7 - PROGRESS: at 84.56% examples, 682855 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:58:26,375 : INFO : EPOCH 7 - PROGRESS: at 84.92% examples, 683050 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:27,380 : INFO : EPOCH 7 - PROGRESS: at 85.27% examples, 683190 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:28,385 : INFO : EPOCH 7 - PROGRESS: at 85.63% examples, 683367 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:29,391 : INFO : EPOCH 7 - PROGRESS: at 85.96% examples, 683571 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:30,392 : INFO : EPOCH 7 - PROGRESS: at 86.31% examples, 683736 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:31,394 : INFO : EPOCH 7 - PROGRESS: at 86.67% examples, 683981 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:32,398 : INFO : EPOCH 7 - PROGRESS: at 87.02% examples, 684126 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:33,401 : INFO : EPOCH 7 - PROGRESS: at 87.38% examples, 684327 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:34,406 : INFO : EPOCH 7 - PROGRESS: at 87.71% examples, 684494 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:58:35,407 : INFO : EPOCH 7 - PROGRESS: at 88.07% examples, 684684 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:36,415 : INFO : EPOCH 7 - PROGRESS: at 88.41% examples, 684830 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:37,423 : INFO : EPOCH 7 - PROGRESS: at 88.75% examples, 684985 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:38,447 : INFO : EPOCH 7 - PROGRESS: at 89.10% examples, 685165 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:39,454 : INFO : EPOCH 7 - PROGRESS: at 89.45% examples, 685331 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:40,456 : INFO : EPOCH 7 - PROGRESS: at 89.79% examples, 685489 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:41,463 : INFO : EPOCH 7 - PROGRESS: at 90.16% examples, 685684 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:42,467 : INFO : EPOCH 7 - PROGRESS: at 90.50% examples, 685842 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:43,467 : INFO : EPOCH 7 - PROGRESS: at 90.88% examples, 685965 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:58:44,488 : INFO : EPOCH 7 - PROGRESS: at 91.24% examples, 686102 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:58:45,488 : INFO : EPOCH 7 - PROGRESS: at 91.59% examples, 686310 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:46,494 : INFO : EPOCH 7 - PROGRESS: at 91.97% examples, 686452 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:47,505 : INFO : EPOCH 7 - PROGRESS: at 92.34% examples, 686581 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:48,505 : INFO : EPOCH 7 - PROGRESS: at 92.70% examples, 686733 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:49,517 : INFO : EPOCH 7 - PROGRESS: at 93.03% examples, 686888 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:50,520 : INFO : EPOCH 7 - PROGRESS: at 93.35% examples, 687068 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:51,526 : INFO : EPOCH 7 - PROGRESS: at 93.69% examples, 687247 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:52,528 : INFO : EPOCH 7 - PROGRESS: at 94.03% examples, 687452 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:53,538 : INFO : EPOCH 7 - PROGRESS: at 94.37% examples, 687539 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:54,540 : INFO : EPOCH 7 - PROGRESS: at 94.73% examples, 687746 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:55,550 : INFO : EPOCH 7 - PROGRESS: at 95.08% examples, 687848 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:56,566 : INFO : EPOCH 7 - PROGRESS: at 95.45% examples, 687988 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:58:57,580 : INFO : EPOCH 7 - PROGRESS: at 95.80% examples, 688115 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:58,599 : INFO : EPOCH 7 - PROGRESS: at 96.14% examples, 688284 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:58:59,602 : INFO : EPOCH 7 - PROGRESS: at 96.50% examples, 688423 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:00,602 : INFO : EPOCH 7 - PROGRESS: at 96.86% examples, 688575 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:01,611 : INFO : EPOCH 7 - PROGRESS: at 97.20% examples, 688703 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:02,615 : INFO : EPOCH 7 - PROGRESS: at 97.56% examples, 688820 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:03,622 : INFO : EPOCH 7 - PROGRESS: at 97.88% examples, 688970 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:04,628 : INFO : EPOCH 7 - PROGRESS: at 98.25% examples, 689121 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:05,630 : INFO : EPOCH 7 - PROGRESS: at 98.60% examples, 689256 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:06,635 : INFO : EPOCH 7 - PROGRESS: at 98.97% examples, 689393 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:07,645 : INFO : EPOCH 7 - PROGRESS: at 99.32% examples, 689516 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:08,647 : INFO : EPOCH 7 - PROGRESS: at 99.69% examples, 689649 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:09,440 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 04:59:09,457 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 04:59:09,466 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 04:59:09,471 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 04:59:09,471 : INFO : EPOCH - 7 : training on 266670914 raw words (206937893 effective words) took 300.1s, 689648 effective words/s
2020-07-24 04:59:10,486 : INFO : EPOCH 8 - PROGRESS: at 0.30% examples, 652445 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:11,489 : INFO : EPOCH 8 - PROGRESS: at 0.59% examples, 658593 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:12,499 : INFO : EPOCH 8 - PROGRESS: at 0.90% examples, 660480 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:13,515 : INFO : EPOCH 8 - PROGRESS: at 1.23% examples, 660262 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:14,529 : INFO : EPOCH 8 - PROGRESS: at 1.53% examples, 660490 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:15,538 : INFO : EPOCH 8 - PROGRESS: at 1.84% examples, 661651 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:16,553 : INFO : EPOCH 8 - PROGRESS: at 2.18% examples, 661377 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:59:17,564 : INFO : EPOCH 8 - PROGRESS: at 2.50% examples, 661559 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:18,576 : INFO : EPOCH 8 - PROGRESS: at 2.82% examples, 661199 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:19,591 : INFO : EPOCH 8 - PROGRESS: at 3.17% examples, 660164 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:20,597 : INFO : EPOCH 8 - PROGRESS: at 3.50% examples, 661878 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:21,606 : INFO : EPOCH 8 - PROGRESS: at 3.84% examples, 662245 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:22,615 : INFO : EPOCH 8 - PROGRESS: at 4.13% examples, 662482 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:23,619 : INFO : EPOCH 8 - PROGRESS: at 4.45% examples, 662521 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:24,635 : INFO : EPOCH 8 - PROGRESS: at 4.77% examples, 662570 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:59:25,637 : INFO : EPOCH 8 - PROGRESS: at 5.12% examples, 662938 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:26,637 : INFO : EPOCH 8 - PROGRESS: at 5.46% examples, 662528 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:27,643 : INFO : EPOCH 8 - PROGRESS: at 5.77% examples, 662865 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:28,652 : INFO : EPOCH 8 - PROGRESS: at 6.09% examples, 663289 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:29,652 : INFO : EPOCH 8 - PROGRESS: at 6.42% examples, 662940 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:30,658 : INFO : EPOCH 8 - PROGRESS: at 6.76% examples, 662212 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:31,663 : INFO : EPOCH 8 - PROGRESS: at 7.08% examples, 662607 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:32,663 : INFO : EPOCH 8 - PROGRESS: at 7.40% examples, 662907 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:33,667 : INFO : EPOCH 8 - PROGRESS: at 7.75% examples, 662501 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:34,675 : INFO : EPOCH 8 - PROGRESS: at 8.08% examples, 662437 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:35,676 : INFO : EPOCH 8 - PROGRESS: at 8.40% examples, 662955 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:36,684 : INFO : EPOCH 8 - PROGRESS: at 8.75% examples, 662922 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:59:37,700 : INFO : EPOCH 8 - PROGRESS: at 9.09% examples, 662830 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:38,707 : INFO : EPOCH 8 - PROGRESS: at 9.38% examples, 663188 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:39,713 : INFO : EPOCH 8 - PROGRESS: at 9.71% examples, 663527 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:59:40,734 : INFO : EPOCH 8 - PROGRESS: at 10.04% examples, 663253 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:41,750 : INFO : EPOCH 8 - PROGRESS: at 10.37% examples, 663271 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:42,754 : INFO : EPOCH 8 - PROGRESS: at 10.70% examples, 663176 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:43,768 : INFO : EPOCH 8 - PROGRESS: at 11.02% examples, 662998 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:44,771 : INFO : EPOCH 8 - PROGRESS: at 11.33% examples, 662998 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:45,774 : INFO : EPOCH 8 - PROGRESS: at 11.65% examples, 663373 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:59:46,802 : INFO : EPOCH 8 - PROGRESS: at 11.99% examples, 663369 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:47,812 : INFO : EPOCH 8 - PROGRESS: at 12.31% examples, 663553 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:48,835 : INFO : EPOCH 8 - PROGRESS: at 12.63% examples, 663340 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:49,856 : INFO : EPOCH 8 - PROGRESS: at 12.96% examples, 663542 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:50,860 : INFO : EPOCH 8 - PROGRESS: at 13.27% examples, 663781 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:51,865 : INFO : EPOCH 8 - PROGRESS: at 13.61% examples, 663409 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:52,872 : INFO : EPOCH 8 - PROGRESS: at 13.94% examples, 663380 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:53,882 : INFO : EPOCH 8 - PROGRESS: at 14.29% examples, 663334 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:54,900 : INFO : EPOCH 8 - PROGRESS: at 14.60% examples, 663142 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:59:55,919 : INFO : EPOCH 8 - PROGRESS: at 14.94% examples, 663144 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:56,935 : INFO : EPOCH 8 - PROGRESS: at 15.25% examples, 663356 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:57,938 : INFO : EPOCH 8 - PROGRESS: at 15.56% examples, 663599 words/s, in_qsize 7, out_qsize 0
2020-07-24 04:59:58,953 : INFO : EPOCH 8 - PROGRESS: at 15.90% examples, 663600 words/s, in_qsize 8, out_qsize 0
2020-07-24 04:59:59,973 : INFO : EPOCH 8 - PROGRESS: at 16.24% examples, 663715 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:00,977 : INFO : EPOCH 8 - PROGRESS: at 16.57% examples, 663782 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:01,985 : INFO : EPOCH 8 - PROGRESS: at 16.88% examples, 663710 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:02,990 : INFO : EPOCH 8 - PROGRESS: at 17.21% examples, 663752 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:03,992 : INFO : EPOCH 8 - PROGRESS: at 17.54% examples, 663856 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:04,998 : INFO : EPOCH 8 - PROGRESS: at 17.89% examples, 663729 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:00:06,001 : INFO : EPOCH 8 - PROGRESS: at 18.21% examples, 663776 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:07,004 : INFO : EPOCH 8 - PROGRESS: at 18.55% examples, 663743 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:00:08,006 : INFO : EPOCH 8 - PROGRESS: at 18.85% examples, 663865 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:00:09,007 : INFO : EPOCH 8 - PROGRESS: at 19.17% examples, 664012 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:10,015 : INFO : EPOCH 8 - PROGRESS: at 19.47% examples, 664008 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:11,016 : INFO : EPOCH 8 - PROGRESS: at 19.82% examples, 664106 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:12,018 : INFO : EPOCH 8 - PROGRESS: at 20.14% examples, 663942 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:00:13,032 : INFO : EPOCH 8 - PROGRESS: at 20.47% examples, 663900 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:14,054 : INFO : EPOCH 8 - PROGRESS: at 20.81% examples, 663842 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:15,059 : INFO : EPOCH 8 - PROGRESS: at 21.15% examples, 663848 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:16,067 : INFO : EPOCH 8 - PROGRESS: at 21.50% examples, 663897 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:00:17,079 : INFO : EPOCH 8 - PROGRESS: at 21.83% examples, 663971 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:00:18,085 : INFO : EPOCH 8 - PROGRESS: at 22.15% examples, 663897 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:19,087 : INFO : EPOCH 8 - PROGRESS: at 22.47% examples, 663727 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:20,087 : INFO : EPOCH 8 - PROGRESS: at 22.82% examples, 663803 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:21,088 : INFO : EPOCH 8 - PROGRESS: at 23.14% examples, 663844 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:22,101 : INFO : EPOCH 8 - PROGRESS: at 23.46% examples, 663914 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:23,105 : INFO : EPOCH 8 - PROGRESS: at 23.80% examples, 663887 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:24,114 : INFO : EPOCH 8 - PROGRESS: at 24.12% examples, 663527 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:25,116 : INFO : EPOCH 8 - PROGRESS: at 24.46% examples, 663578 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:00:26,121 : INFO : EPOCH 8 - PROGRESS: at 24.78% examples, 663563 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:00:27,134 : INFO : EPOCH 8 - PROGRESS: at 25.10% examples, 663686 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:28,139 : INFO : EPOCH 8 - PROGRESS: at 25.42% examples, 663760 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:29,147 : INFO : EPOCH 8 - PROGRESS: at 25.73% examples, 663823 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:00:30,154 : INFO : EPOCH 8 - PROGRESS: at 26.05% examples, 663891 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:31,162 : INFO : EPOCH 8 - PROGRESS: at 26.38% examples, 663924 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:32,164 : INFO : EPOCH 8 - PROGRESS: at 26.70% examples, 663891 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:33,176 : INFO : EPOCH 8 - PROGRESS: at 27.03% examples, 663816 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:34,182 : INFO : EPOCH 8 - PROGRESS: at 27.37% examples, 663844 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:35,193 : INFO : EPOCH 8 - PROGRESS: at 27.70% examples, 663877 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:36,200 : INFO : EPOCH 8 - PROGRESS: at 28.03% examples, 663929 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:37,218 : INFO : EPOCH 8 - PROGRESS: at 28.36% examples, 663925 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:38,220 : INFO : EPOCH 8 - PROGRESS: at 28.72% examples, 663822 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:39,220 : INFO : EPOCH 8 - PROGRESS: at 29.03% examples, 663995 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:40,220 : INFO : EPOCH 8 - PROGRESS: at 29.37% examples, 663993 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:41,228 : INFO : EPOCH 8 - PROGRESS: at 29.68% examples, 663966 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:42,243 : INFO : EPOCH 8 - PROGRESS: at 30.02% examples, 663829 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:43,243 : INFO : EPOCH 8 - PROGRESS: at 30.35% examples, 663881 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:44,245 : INFO : EPOCH 8 - PROGRESS: at 30.69% examples, 664005 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:45,256 : INFO : EPOCH 8 - PROGRESS: at 31.04% examples, 664003 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:46,274 : INFO : EPOCH 8 - PROGRESS: at 31.37% examples, 663977 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:47,276 : INFO : EPOCH 8 - PROGRESS: at 31.67% examples, 664071 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:48,278 : INFO : EPOCH 8 - PROGRESS: at 31.97% examples, 664212 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:49,301 : INFO : EPOCH 8 - PROGRESS: at 32.29% examples, 664161 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:50,311 : INFO : EPOCH 8 - PROGRESS: at 32.62% examples, 664251 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:51,319 : INFO : EPOCH 8 - PROGRESS: at 32.97% examples, 664172 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:52,336 : INFO : EPOCH 8 - PROGRESS: at 33.34% examples, 664081 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:53,353 : INFO : EPOCH 8 - PROGRESS: at 33.68% examples, 664143 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:54,358 : INFO : EPOCH 8 - PROGRESS: at 34.01% examples, 664161 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:00:55,368 : INFO : EPOCH 8 - PROGRESS: at 34.37% examples, 664193 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:00:56,395 : INFO : EPOCH 8 - PROGRESS: at 34.69% examples, 664124 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:57,397 : INFO : EPOCH 8 - PROGRESS: at 35.05% examples, 664065 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:58,403 : INFO : EPOCH 8 - PROGRESS: at 35.33% examples, 664047 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:00:59,415 : INFO : EPOCH 8 - PROGRESS: at 35.65% examples, 663646 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:01:00,428 : INFO : EPOCH 8 - PROGRESS: at 35.94% examples, 663424 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:01,433 : INFO : EPOCH 8 - PROGRESS: at 36.24% examples, 663062 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:02,433 : INFO : EPOCH 8 - PROGRESS: at 36.51% examples, 662247 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:03,433 : INFO : EPOCH 8 - PROGRESS: at 36.88% examples, 662769 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:04,446 : INFO : EPOCH 8 - PROGRESS: at 37.23% examples, 663446 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:05,449 : INFO : EPOCH 8 - PROGRESS: at 37.59% examples, 664116 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:06,452 : INFO : EPOCH 8 - PROGRESS: at 37.93% examples, 664704 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:07,456 : INFO : EPOCH 8 - PROGRESS: at 38.30% examples, 665261 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:08,457 : INFO : EPOCH 8 - PROGRESS: at 38.66% examples, 665889 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:09,466 : INFO : EPOCH 8 - PROGRESS: at 39.01% examples, 666353 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:10,470 : INFO : EPOCH 8 - PROGRESS: at 39.36% examples, 666968 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:11,472 : INFO : EPOCH 8 - PROGRESS: at 39.71% examples, 667511 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:12,484 : INFO : EPOCH 8 - PROGRESS: at 40.06% examples, 668099 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:13,498 : INFO : EPOCH 8 - PROGRESS: at 40.39% examples, 668636 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:14,506 : INFO : EPOCH 8 - PROGRESS: at 40.75% examples, 669239 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:15,506 : INFO : EPOCH 8 - PROGRESS: at 41.14% examples, 669814 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:16,519 : INFO : EPOCH 8 - PROGRESS: at 41.49% examples, 670237 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:17,522 : INFO : EPOCH 8 - PROGRESS: at 41.86% examples, 670772 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:18,525 : INFO : EPOCH 8 - PROGRESS: at 42.22% examples, 671258 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:19,526 : INFO : EPOCH 8 - PROGRESS: at 42.57% examples, 671745 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:20,543 : INFO : EPOCH 8 - PROGRESS: at 42.91% examples, 672190 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:21,550 : INFO : EPOCH 8 - PROGRESS: at 43.28% examples, 672609 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:22,565 : INFO : EPOCH 8 - PROGRESS: at 43.68% examples, 672989 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:23,570 : INFO : EPOCH 8 - PROGRESS: at 44.02% examples, 673434 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:24,572 : INFO : EPOCH 8 - PROGRESS: at 44.35% examples, 673855 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:01:25,580 : INFO : EPOCH 8 - PROGRESS: at 44.70% examples, 674314 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:01:26,591 : INFO : EPOCH 8 - PROGRESS: at 45.02% examples, 674716 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:27,592 : INFO : EPOCH 8 - PROGRESS: at 45.39% examples, 675220 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:28,595 : INFO : EPOCH 8 - PROGRESS: at 45.74% examples, 675613 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:29,600 : INFO : EPOCH 8 - PROGRESS: at 46.09% examples, 676097 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:30,601 : INFO : EPOCH 8 - PROGRESS: at 46.45% examples, 676468 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:31,612 : INFO : EPOCH 8 - PROGRESS: at 46.84% examples, 676816 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:32,615 : INFO : EPOCH 8 - PROGRESS: at 47.21% examples, 677217 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:33,616 : INFO : EPOCH 8 - PROGRESS: at 47.58% examples, 677532 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:34,630 : INFO : EPOCH 8 - PROGRESS: at 47.96% examples, 677959 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:35,650 : INFO : EPOCH 8 - PROGRESS: at 48.33% examples, 678333 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:36,650 : INFO : EPOCH 8 - PROGRESS: at 48.71% examples, 678774 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:37,653 : INFO : EPOCH 8 - PROGRESS: at 49.06% examples, 679147 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:38,674 : INFO : EPOCH 8 - PROGRESS: at 49.42% examples, 679535 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:39,677 : INFO : EPOCH 8 - PROGRESS: at 49.79% examples, 679887 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:40,679 : INFO : EPOCH 8 - PROGRESS: at 50.16% examples, 680227 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:41,697 : INFO : EPOCH 8 - PROGRESS: at 50.50% examples, 680624 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:01:42,698 : INFO : EPOCH 8 - PROGRESS: at 50.87% examples, 680978 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:01:43,713 : INFO : EPOCH 8 - PROGRESS: at 51.22% examples, 681312 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:44,713 : INFO : EPOCH 8 - PROGRESS: at 51.56% examples, 681718 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:45,716 : INFO : EPOCH 8 - PROGRESS: at 51.92% examples, 682025 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:46,731 : INFO : EPOCH 8 - PROGRESS: at 52.28% examples, 682293 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:47,737 : INFO : EPOCH 8 - PROGRESS: at 52.62% examples, 682647 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:48,752 : INFO : EPOCH 8 - PROGRESS: at 52.97% examples, 682987 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:01:49,760 : INFO : EPOCH 8 - PROGRESS: at 53.31% examples, 683320 words/s, in_qsize 8, out_qsize 1
2020-07-24 05:01:50,764 : INFO : EPOCH 8 - PROGRESS: at 53.66% examples, 683685 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:51,775 : INFO : EPOCH 8 - PROGRESS: at 54.03% examples, 683920 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:52,784 : INFO : EPOCH 8 - PROGRESS: at 54.36% examples, 684312 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:53,785 : INFO : EPOCH 8 - PROGRESS: at 54.68% examples, 684636 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:54,788 : INFO : EPOCH 8 - PROGRESS: at 55.05% examples, 684956 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:55,806 : INFO : EPOCH 8 - PROGRESS: at 55.40% examples, 685226 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:56,827 : INFO : EPOCH 8 - PROGRESS: at 55.76% examples, 685545 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:57,829 : INFO : EPOCH 8 - PROGRESS: at 56.12% examples, 685810 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:58,830 : INFO : EPOCH 8 - PROGRESS: at 56.46% examples, 686193 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:01:59,837 : INFO : EPOCH 8 - PROGRESS: at 56.83% examples, 686393 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:02:00,851 : INFO : EPOCH 8 - PROGRESS: at 57.18% examples, 686651 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:02:01,860 : INFO : EPOCH 8 - PROGRESS: at 57.55% examples, 686910 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:02,863 : INFO : EPOCH 8 - PROGRESS: at 57.90% examples, 687223 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:03,882 : INFO : EPOCH 8 - PROGRESS: at 58.25% examples, 687436 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:04,882 : INFO : EPOCH 8 - PROGRESS: at 58.62% examples, 687725 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:05,890 : INFO : EPOCH 8 - PROGRESS: at 58.98% examples, 688072 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:02:06,891 : INFO : EPOCH 8 - PROGRESS: at 59.32% examples, 688337 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:07,894 : INFO : EPOCH 8 - PROGRESS: at 59.66% examples, 688630 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:08,896 : INFO : EPOCH 8 - PROGRESS: at 60.03% examples, 688880 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:09,908 : INFO : EPOCH 8 - PROGRESS: at 60.37% examples, 689072 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:10,909 : INFO : EPOCH 8 - PROGRESS: at 60.72% examples, 689345 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:02:11,910 : INFO : EPOCH 8 - PROGRESS: at 61.05% examples, 689586 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:12,913 : INFO : EPOCH 8 - PROGRESS: at 61.40% examples, 689796 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:13,921 : INFO : EPOCH 8 - PROGRESS: at 61.78% examples, 690025 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:14,926 : INFO : EPOCH 8 - PROGRESS: at 62.14% examples, 690277 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:15,939 : INFO : EPOCH 8 - PROGRESS: at 62.50% examples, 690519 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:16,943 : INFO : EPOCH 8 - PROGRESS: at 62.87% examples, 690820 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:17,950 : INFO : EPOCH 8 - PROGRESS: at 63.26% examples, 691026 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:18,961 : INFO : EPOCH 8 - PROGRESS: at 63.64% examples, 691195 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:19,965 : INFO : EPOCH 8 - PROGRESS: at 64.00% examples, 691446 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:20,971 : INFO : EPOCH 8 - PROGRESS: at 64.35% examples, 691663 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:21,986 : INFO : EPOCH 8 - PROGRESS: at 64.69% examples, 691846 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:22,987 : INFO : EPOCH 8 - PROGRESS: at 65.03% examples, 692116 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:23,987 : INFO : EPOCH 8 - PROGRESS: at 65.39% examples, 692303 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:25,005 : INFO : EPOCH 8 - PROGRESS: at 65.74% examples, 692475 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:02:26,015 : INFO : EPOCH 8 - PROGRESS: at 66.09% examples, 692701 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:27,017 : INFO : EPOCH 8 - PROGRESS: at 66.43% examples, 692904 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:28,018 : INFO : EPOCH 8 - PROGRESS: at 66.81% examples, 693044 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:29,025 : INFO : EPOCH 8 - PROGRESS: at 67.15% examples, 693264 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:30,027 : INFO : EPOCH 8 - PROGRESS: at 67.51% examples, 693518 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:31,027 : INFO : EPOCH 8 - PROGRESS: at 67.85% examples, 693708 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:32,033 : INFO : EPOCH 8 - PROGRESS: at 68.21% examples, 693908 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:33,033 : INFO : EPOCH 8 - PROGRESS: at 68.56% examples, 694112 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:34,041 : INFO : EPOCH 8 - PROGRESS: at 68.92% examples, 694297 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:35,057 : INFO : EPOCH 8 - PROGRESS: at 69.29% examples, 694503 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:36,067 : INFO : EPOCH 8 - PROGRESS: at 69.64% examples, 694701 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:37,075 : INFO : EPOCH 8 - PROGRESS: at 69.97% examples, 694877 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:38,076 : INFO : EPOCH 8 - PROGRESS: at 70.30% examples, 695108 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:39,080 : INFO : EPOCH 8 - PROGRESS: at 70.67% examples, 695259 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:40,081 : INFO : EPOCH 8 - PROGRESS: at 71.05% examples, 695441 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:41,103 : INFO : EPOCH 8 - PROGRESS: at 71.42% examples, 695590 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:42,105 : INFO : EPOCH 8 - PROGRESS: at 71.75% examples, 695791 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:43,113 : INFO : EPOCH 8 - PROGRESS: at 72.09% examples, 695964 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:44,117 : INFO : EPOCH 8 - PROGRESS: at 72.45% examples, 696086 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:45,139 : INFO : EPOCH 8 - PROGRESS: at 72.82% examples, 696286 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:46,146 : INFO : EPOCH 8 - PROGRESS: at 73.19% examples, 696496 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:02:47,152 : INFO : EPOCH 8 - PROGRESS: at 73.54% examples, 696646 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:48,154 : INFO : EPOCH 8 - PROGRESS: at 73.90% examples, 696814 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:49,178 : INFO : EPOCH 8 - PROGRESS: at 74.26% examples, 696968 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:50,180 : INFO : EPOCH 8 - PROGRESS: at 74.60% examples, 697146 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:51,194 : INFO : EPOCH 8 - PROGRESS: at 74.94% examples, 697295 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:52,194 : INFO : EPOCH 8 - PROGRESS: at 75.28% examples, 697554 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:53,195 : INFO : EPOCH 8 - PROGRESS: at 75.63% examples, 697723 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:54,205 : INFO : EPOCH 8 - PROGRESS: at 75.97% examples, 697882 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:55,217 : INFO : EPOCH 8 - PROGRESS: at 76.31% examples, 698060 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:56,217 : INFO : EPOCH 8 - PROGRESS: at 76.66% examples, 698238 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:57,220 : INFO : EPOCH 8 - PROGRESS: at 77.01% examples, 698372 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:58,223 : INFO : EPOCH 8 - PROGRESS: at 77.38% examples, 698549 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:02:59,235 : INFO : EPOCH 8 - PROGRESS: at 77.74% examples, 698667 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:00,237 : INFO : EPOCH 8 - PROGRESS: at 78.09% examples, 698794 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:01,259 : INFO : EPOCH 8 - PROGRESS: at 78.44% examples, 698994 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:02,266 : INFO : EPOCH 8 - PROGRESS: at 78.79% examples, 699076 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:03,268 : INFO : EPOCH 8 - PROGRESS: at 79.06% examples, 698497 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:04,272 : INFO : EPOCH 8 - PROGRESS: at 79.32% examples, 697884 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:05,274 : INFO : EPOCH 8 - PROGRESS: at 79.56% examples, 697036 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:06,279 : INFO : EPOCH 8 - PROGRESS: at 79.85% examples, 696451 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:07,298 : INFO : EPOCH 8 - PROGRESS: at 80.13% examples, 695946 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:08,304 : INFO : EPOCH 8 - PROGRESS: at 80.42% examples, 695475 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:09,309 : INFO : EPOCH 8 - PROGRESS: at 80.71% examples, 694958 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:10,341 : INFO : EPOCH 8 - PROGRESS: at 81.00% examples, 694425 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:03:11,342 : INFO : EPOCH 8 - PROGRESS: at 81.26% examples, 693952 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:12,356 : INFO : EPOCH 8 - PROGRESS: at 81.53% examples, 693443 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:13,360 : INFO : EPOCH 8 - PROGRESS: at 81.82% examples, 693032 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:14,364 : INFO : EPOCH 8 - PROGRESS: at 82.09% examples, 692474 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:15,370 : INFO : EPOCH 8 - PROGRESS: at 82.36% examples, 692033 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:16,391 : INFO : EPOCH 8 - PROGRESS: at 82.63% examples, 691570 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:17,392 : INFO : EPOCH 8 - PROGRESS: at 82.89% examples, 691099 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:18,393 : INFO : EPOCH 8 - PROGRESS: at 83.17% examples, 690626 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:19,414 : INFO : EPOCH 8 - PROGRESS: at 83.44% examples, 690117 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:20,430 : INFO : EPOCH 8 - PROGRESS: at 83.72% examples, 689676 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:21,441 : INFO : EPOCH 8 - PROGRESS: at 84.02% examples, 689226 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:22,457 : INFO : EPOCH 8 - PROGRESS: at 84.31% examples, 688921 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:23,461 : INFO : EPOCH 8 - PROGRESS: at 84.65% examples, 689080 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:24,464 : INFO : EPOCH 8 - PROGRESS: at 85.03% examples, 689270 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:03:25,467 : INFO : EPOCH 8 - PROGRESS: at 85.40% examples, 689432 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:26,472 : INFO : EPOCH 8 - PROGRESS: at 85.73% examples, 689593 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:27,473 : INFO : EPOCH 8 - PROGRESS: at 86.07% examples, 689751 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:28,475 : INFO : EPOCH 8 - PROGRESS: at 86.43% examples, 689921 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:29,476 : INFO : EPOCH 8 - PROGRESS: at 86.77% examples, 690094 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:30,480 : INFO : EPOCH 8 - PROGRESS: at 87.14% examples, 690264 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:31,491 : INFO : EPOCH 8 - PROGRESS: at 87.49% examples, 690449 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:32,502 : INFO : EPOCH 8 - PROGRESS: at 87.84% examples, 690590 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:33,504 : INFO : EPOCH 8 - PROGRESS: at 88.18% examples, 690749 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:34,511 : INFO : EPOCH 8 - PROGRESS: at 88.53% examples, 690915 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:35,518 : INFO : EPOCH 8 - PROGRESS: at 88.87% examples, 691086 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:36,519 : INFO : EPOCH 8 - PROGRESS: at 89.22% examples, 691241 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:37,529 : INFO : EPOCH 8 - PROGRESS: at 89.57% examples, 691373 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:38,535 : INFO : EPOCH 8 - PROGRESS: at 89.92% examples, 691494 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:39,537 : INFO : EPOCH 8 - PROGRESS: at 90.26% examples, 691538 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:40,542 : INFO : EPOCH 8 - PROGRESS: at 90.61% examples, 691546 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:41,554 : INFO : EPOCH 8 - PROGRESS: at 90.94% examples, 691392 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:42,563 : INFO : EPOCH 8 - PROGRESS: at 91.23% examples, 691023 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:43,564 : INFO : EPOCH 8 - PROGRESS: at 91.58% examples, 691159 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:44,575 : INFO : EPOCH 8 - PROGRESS: at 91.96% examples, 691328 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:45,578 : INFO : EPOCH 8 - PROGRESS: at 92.33% examples, 691479 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:46,587 : INFO : EPOCH 8 - PROGRESS: at 92.69% examples, 691618 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:47,596 : INFO : EPOCH 8 - PROGRESS: at 93.03% examples, 691794 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:48,612 : INFO : EPOCH 8 - PROGRESS: at 93.35% examples, 691953 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:49,629 : INFO : EPOCH 8 - PROGRESS: at 93.70% examples, 692126 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:50,633 : INFO : EPOCH 8 - PROGRESS: at 94.03% examples, 692276 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:51,639 : INFO : EPOCH 8 - PROGRESS: at 94.38% examples, 692445 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:03:52,640 : INFO : EPOCH 8 - PROGRESS: at 94.74% examples, 692552 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:03:53,640 : INFO : EPOCH 8 - PROGRESS: at 95.09% examples, 692741 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:54,641 : INFO : EPOCH 8 - PROGRESS: at 95.46% examples, 692868 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:55,648 : INFO : EPOCH 8 - PROGRESS: at 95.81% examples, 693006 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:56,655 : INFO : EPOCH 8 - PROGRESS: at 96.14% examples, 693108 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:57,657 : INFO : EPOCH 8 - PROGRESS: at 96.50% examples, 693258 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:58,658 : INFO : EPOCH 8 - PROGRESS: at 96.86% examples, 693395 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:03:59,668 : INFO : EPOCH 8 - PROGRESS: at 97.21% examples, 693532 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:00,674 : INFO : EPOCH 8 - PROGRESS: at 97.58% examples, 693652 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:01,693 : INFO : EPOCH 8 - PROGRESS: at 97.90% examples, 693817 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:02,702 : INFO : EPOCH 8 - PROGRESS: at 98.28% examples, 693974 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:03,712 : INFO : EPOCH 8 - PROGRESS: at 98.62% examples, 694107 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:04,714 : INFO : EPOCH 8 - PROGRESS: at 99.00% examples, 694230 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:05,726 : INFO : EPOCH 8 - PROGRESS: at 99.36% examples, 694347 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:06,734 : INFO : EPOCH 8 - PROGRESS: at 99.73% examples, 694469 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:07,380 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 05:04:07,397 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 05:04:07,403 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 05:04:07,405 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 05:04:07,406 : INFO : EPOCH - 8 : training on 266670914 raw words (206935529 effective words) took 297.9s, 694586 effective words/s
2020-07-24 05:04:08,420 : INFO : EPOCH 9 - PROGRESS: at 0.32% examples, 717317 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:09,427 : INFO : EPOCH 9 - PROGRESS: at 0.65% examples, 727885 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:10,432 : INFO : EPOCH 9 - PROGRESS: at 1.00% examples, 729569 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:11,437 : INFO : EPOCH 9 - PROGRESS: at 1.34% examples, 729630 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:12,444 : INFO : EPOCH 9 - PROGRESS: at 1.70% examples, 730625 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:13,450 : INFO : EPOCH 9 - PROGRESS: at 2.06% examples, 731522 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:14,452 : INFO : EPOCH 9 - PROGRESS: at 2.41% examples, 731124 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:15,454 : INFO : EPOCH 9 - PROGRESS: at 2.76% examples, 731820 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:16,458 : INFO : EPOCH 9 - PROGRESS: at 3.14% examples, 730569 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:17,482 : INFO : EPOCH 9 - PROGRESS: at 3.49% examples, 728955 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:18,497 : INFO : EPOCH 9 - PROGRESS: at 3.87% examples, 729801 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:19,499 : INFO : EPOCH 9 - PROGRESS: at 4.20% examples, 730174 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:20,504 : INFO : EPOCH 9 - PROGRESS: at 4.54% examples, 729210 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:21,505 : INFO : EPOCH 9 - PROGRESS: at 4.91% examples, 729326 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:22,514 : INFO : EPOCH 9 - PROGRESS: at 5.27% examples, 729345 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:23,520 : INFO : EPOCH 9 - PROGRESS: at 5.62% examples, 729227 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:24,545 : INFO : EPOCH 9 - PROGRESS: at 5.95% examples, 726704 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:04:25,552 : INFO : EPOCH 9 - PROGRESS: at 6.29% examples, 723268 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:26,560 : INFO : EPOCH 9 - PROGRESS: at 6.62% examples, 720015 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:27,563 : INFO : EPOCH 9 - PROGRESS: at 6.96% examples, 717218 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:28,579 : INFO : EPOCH 9 - PROGRESS: at 7.29% examples, 714230 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:29,597 : INFO : EPOCH 9 - PROGRESS: at 7.63% examples, 711771 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:30,618 : INFO : EPOCH 9 - PROGRESS: at 7.97% examples, 709749 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:31,623 : INFO : EPOCH 9 - PROGRESS: at 8.31% examples, 707805 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:32,634 : INFO : EPOCH 9 - PROGRESS: at 8.63% examples, 706299 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:33,650 : INFO : EPOCH 9 - PROGRESS: at 8.98% examples, 704463 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:34,652 : INFO : EPOCH 9 - PROGRESS: at 9.29% examples, 703470 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:35,663 : INFO : EPOCH 9 - PROGRESS: at 9.60% examples, 702330 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:36,679 : INFO : EPOCH 9 - PROGRESS: at 9.93% examples, 701084 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:04:37,688 : INFO : EPOCH 9 - PROGRESS: at 10.27% examples, 700112 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:04:38,698 : INFO : EPOCH 9 - PROGRESS: at 10.60% examples, 698704 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:39,706 : INFO : EPOCH 9 - PROGRESS: at 10.93% examples, 697450 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:40,714 : INFO : EPOCH 9 - PROGRESS: at 11.23% examples, 696863 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:41,715 : INFO : EPOCH 9 - PROGRESS: at 11.55% examples, 696199 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:42,728 : INFO : EPOCH 9 - PROGRESS: at 11.89% examples, 695555 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:43,739 : INFO : EPOCH 9 - PROGRESS: at 12.20% examples, 694606 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:04:44,740 : INFO : EPOCH 9 - PROGRESS: at 12.53% examples, 693745 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:45,746 : INFO : EPOCH 9 - PROGRESS: at 12.86% examples, 693012 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:46,762 : INFO : EPOCH 9 - PROGRESS: at 13.16% examples, 692345 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:04:47,771 : INFO : EPOCH 9 - PROGRESS: at 13.51% examples, 691657 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:48,773 : INFO : EPOCH 9 - PROGRESS: at 13.84% examples, 690909 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:49,790 : INFO : EPOCH 9 - PROGRESS: at 14.17% examples, 690169 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:50,795 : INFO : EPOCH 9 - PROGRESS: at 14.51% examples, 689671 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:51,795 : INFO : EPOCH 9 - PROGRESS: at 14.84% examples, 689064 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:52,799 : INFO : EPOCH 9 - PROGRESS: at 15.15% examples, 688662 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:53,818 : INFO : EPOCH 9 - PROGRESS: at 15.45% examples, 688158 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:54,825 : INFO : EPOCH 9 - PROGRESS: at 15.79% examples, 687559 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:55,834 : INFO : EPOCH 9 - PROGRESS: at 16.12% examples, 687256 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:04:56,836 : INFO : EPOCH 9 - PROGRESS: at 16.46% examples, 686841 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:57,849 : INFO : EPOCH 9 - PROGRESS: at 16.78% examples, 686245 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:58,872 : INFO : EPOCH 9 - PROGRESS: at 17.10% examples, 685866 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:04:59,878 : INFO : EPOCH 9 - PROGRESS: at 17.44% examples, 685838 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:00,894 : INFO : EPOCH 9 - PROGRESS: at 17.76% examples, 685189 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:01,906 : INFO : EPOCH 9 - PROGRESS: at 18.11% examples, 684853 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:02,917 : INFO : EPOCH 9 - PROGRESS: at 18.44% examples, 684170 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:05:03,923 : INFO : EPOCH 9 - PROGRESS: at 18.77% examples, 683884 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:04,925 : INFO : EPOCH 9 - PROGRESS: at 19.08% examples, 683817 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:05,927 : INFO : EPOCH 9 - PROGRESS: at 19.40% examples, 683644 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:06,936 : INFO : EPOCH 9 - PROGRESS: at 19.72% examples, 683285 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:05:07,938 : INFO : EPOCH 9 - PROGRESS: at 20.04% examples, 683082 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:08,939 : INFO : EPOCH 9 - PROGRESS: at 20.38% examples, 682880 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:05:09,946 : INFO : EPOCH 9 - PROGRESS: at 20.71% examples, 682349 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:10,953 : INFO : EPOCH 9 - PROGRESS: at 21.05% examples, 682241 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:11,954 : INFO : EPOCH 9 - PROGRESS: at 21.39% examples, 681929 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:05:12,960 : INFO : EPOCH 9 - PROGRESS: at 21.73% examples, 681514 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:13,963 : INFO : EPOCH 9 - PROGRESS: at 22.05% examples, 681321 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:14,971 : INFO : EPOCH 9 - PROGRESS: at 22.38% examples, 681177 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:15,982 : INFO : EPOCH 9 - PROGRESS: at 22.72% examples, 680862 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:16,994 : INFO : EPOCH 9 - PROGRESS: at 23.04% examples, 680510 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:18,003 : INFO : EPOCH 9 - PROGRESS: at 23.38% examples, 680346 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:19,004 : INFO : EPOCH 9 - PROGRESS: at 23.70% examples, 680076 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:05:20,030 : INFO : EPOCH 9 - PROGRESS: at 24.04% examples, 679752 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:21,044 : INFO : EPOCH 9 - PROGRESS: at 24.38% examples, 679602 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:22,051 : INFO : EPOCH 9 - PROGRESS: at 24.72% examples, 679481 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:23,059 : INFO : EPOCH 9 - PROGRESS: at 25.03% examples, 679343 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:24,062 : INFO : EPOCH 9 - PROGRESS: at 25.35% examples, 679109 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:25,068 : INFO : EPOCH 9 - PROGRESS: at 25.65% examples, 678908 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:26,075 : INFO : EPOCH 9 - PROGRESS: at 25.98% examples, 678783 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:27,099 : INFO : EPOCH 9 - PROGRESS: at 26.30% examples, 678499 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:28,106 : INFO : EPOCH 9 - PROGRESS: at 26.63% examples, 678409 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:29,120 : INFO : EPOCH 9 - PROGRESS: at 26.97% examples, 678113 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:05:30,127 : INFO : EPOCH 9 - PROGRESS: at 27.29% examples, 678104 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:31,131 : INFO : EPOCH 9 - PROGRESS: at 27.62% examples, 677811 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:32,131 : INFO : EPOCH 9 - PROGRESS: at 27.96% examples, 677898 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:33,136 : INFO : EPOCH 9 - PROGRESS: at 28.30% examples, 677675 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:34,148 : INFO : EPOCH 9 - PROGRESS: at 28.64% examples, 677415 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:35,159 : INFO : EPOCH 9 - PROGRESS: at 28.96% examples, 677303 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:05:36,169 : INFO : EPOCH 9 - PROGRESS: at 29.30% examples, 677119 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:37,178 : INFO : EPOCH 9 - PROGRESS: at 29.61% examples, 677018 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:38,183 : INFO : EPOCH 9 - PROGRESS: at 29.95% examples, 676791 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:39,185 : INFO : EPOCH 9 - PROGRESS: at 30.28% examples, 676671 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:40,197 : INFO : EPOCH 9 - PROGRESS: at 30.60% examples, 676587 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:05:41,204 : INFO : EPOCH 9 - PROGRESS: at 30.96% examples, 676326 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:42,207 : INFO : EPOCH 9 - PROGRESS: at 31.28% examples, 676178 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:05:43,210 : INFO : EPOCH 9 - PROGRESS: at 31.59% examples, 676026 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:44,216 : INFO : EPOCH 9 - PROGRESS: at 31.89% examples, 676034 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:45,231 : INFO : EPOCH 9 - PROGRESS: at 32.21% examples, 675969 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:46,233 : INFO : EPOCH 9 - PROGRESS: at 32.53% examples, 675869 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:47,235 : INFO : EPOCH 9 - PROGRESS: at 32.88% examples, 675681 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:48,249 : INFO : EPOCH 9 - PROGRESS: at 33.24% examples, 675460 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:05:49,263 : INFO : EPOCH 9 - PROGRESS: at 33.59% examples, 675334 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:50,269 : INFO : EPOCH 9 - PROGRESS: at 33.91% examples, 675234 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:51,272 : INFO : EPOCH 9 - PROGRESS: at 34.27% examples, 675105 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:52,272 : INFO : EPOCH 9 - PROGRESS: at 34.60% examples, 675025 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:53,276 : INFO : EPOCH 9 - PROGRESS: at 34.93% examples, 674990 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:54,287 : INFO : EPOCH 9 - PROGRESS: at 35.25% examples, 674882 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:55,294 : INFO : EPOCH 9 - PROGRESS: at 35.57% examples, 674848 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:05:56,298 : INFO : EPOCH 9 - PROGRESS: at 35.89% examples, 674752 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:57,305 : INFO : EPOCH 9 - PROGRESS: at 36.20% examples, 674658 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:05:58,311 : INFO : EPOCH 9 - PROGRESS: at 36.52% examples, 674588 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:05:59,327 : INFO : EPOCH 9 - PROGRESS: at 36.86% examples, 674466 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:00,335 : INFO : EPOCH 9 - PROGRESS: at 37.17% examples, 674365 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:01,338 : INFO : EPOCH 9 - PROGRESS: at 37.50% examples, 674303 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:02,349 : INFO : EPOCH 9 - PROGRESS: at 37.82% examples, 674237 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:03,353 : INFO : EPOCH 9 - PROGRESS: at 38.14% examples, 674154 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:04,373 : INFO : EPOCH 9 - PROGRESS: at 38.47% examples, 674096 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:05,394 : INFO : EPOCH 9 - PROGRESS: at 38.79% examples, 674016 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:06,397 : INFO : EPOCH 9 - PROGRESS: at 39.12% examples, 673891 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:07,410 : INFO : EPOCH 9 - PROGRESS: at 39.45% examples, 673815 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:08,417 : INFO : EPOCH 9 - PROGRESS: at 39.76% examples, 673818 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:09,418 : INFO : EPOCH 9 - PROGRESS: at 40.07% examples, 673704 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:10,422 : INFO : EPOCH 9 - PROGRESS: at 40.36% examples, 673618 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:11,424 : INFO : EPOCH 9 - PROGRESS: at 40.68% examples, 673555 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:06:12,436 : INFO : EPOCH 9 - PROGRESS: at 41.02% examples, 673459 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:13,441 : INFO : EPOCH 9 - PROGRESS: at 41.37% examples, 673413 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:14,456 : INFO : EPOCH 9 - PROGRESS: at 41.69% examples, 673313 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:15,460 : INFO : EPOCH 9 - PROGRESS: at 42.02% examples, 673270 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:06:16,461 : INFO : EPOCH 9 - PROGRESS: at 42.34% examples, 673233 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:17,462 : INFO : EPOCH 9 - PROGRESS: at 42.65% examples, 673212 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:18,464 : INFO : EPOCH 9 - PROGRESS: at 42.98% examples, 673103 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:19,465 : INFO : EPOCH 9 - PROGRESS: at 43.29% examples, 672775 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:20,465 : INFO : EPOCH 9 - PROGRESS: at 43.62% examples, 672419 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:21,472 : INFO : EPOCH 9 - PROGRESS: at 43.91% examples, 671911 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:22,504 : INFO : EPOCH 9 - PROGRESS: at 44.18% examples, 671035 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:23,507 : INFO : EPOCH 9 - PROGRESS: at 44.51% examples, 671442 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:24,509 : INFO : EPOCH 9 - PROGRESS: at 44.86% examples, 671930 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:25,512 : INFO : EPOCH 9 - PROGRESS: at 45.17% examples, 672451 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:26,513 : INFO : EPOCH 9 - PROGRESS: at 45.55% examples, 672856 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:27,515 : INFO : EPOCH 9 - PROGRESS: at 45.89% examples, 673333 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:28,516 : INFO : EPOCH 9 - PROGRESS: at 46.25% examples, 673839 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:29,520 : INFO : EPOCH 9 - PROGRESS: at 46.63% examples, 674194 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:30,524 : INFO : EPOCH 9 - PROGRESS: at 47.00% examples, 674547 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:31,531 : INFO : EPOCH 9 - PROGRESS: at 47.40% examples, 674986 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:32,532 : INFO : EPOCH 9 - PROGRESS: at 47.75% examples, 675348 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:33,534 : INFO : EPOCH 9 - PROGRESS: at 48.13% examples, 675825 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:34,537 : INFO : EPOCH 9 - PROGRESS: at 48.50% examples, 676098 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:35,540 : INFO : EPOCH 9 - PROGRESS: at 48.86% examples, 676488 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:36,541 : INFO : EPOCH 9 - PROGRESS: at 49.21% examples, 676891 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:37,545 : INFO : EPOCH 9 - PROGRESS: at 49.58% examples, 677291 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:38,546 : INFO : EPOCH 9 - PROGRESS: at 49.95% examples, 677654 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:39,551 : INFO : EPOCH 9 - PROGRESS: at 50.29% examples, 678026 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:40,553 : INFO : EPOCH 9 - PROGRESS: at 50.64% examples, 678405 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:41,563 : INFO : EPOCH 9 - PROGRESS: at 51.01% examples, 678707 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:42,575 : INFO : EPOCH 9 - PROGRESS: at 51.35% examples, 679074 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:43,592 : INFO : EPOCH 9 - PROGRESS: at 51.68% examples, 679410 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:44,595 : INFO : EPOCH 9 - PROGRESS: at 52.05% examples, 679775 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:45,599 : INFO : EPOCH 9 - PROGRESS: at 52.40% examples, 680034 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:46,604 : INFO : EPOCH 9 - PROGRESS: at 52.75% examples, 680360 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:47,615 : INFO : EPOCH 9 - PROGRESS: at 53.10% examples, 680690 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:48,624 : INFO : EPOCH 9 - PROGRESS: at 53.43% examples, 681049 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:49,639 : INFO : EPOCH 9 - PROGRESS: at 53.78% examples, 681360 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:50,654 : INFO : EPOCH 9 - PROGRESS: at 54.15% examples, 681690 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:51,654 : INFO : EPOCH 9 - PROGRESS: at 54.48% examples, 682030 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:52,661 : INFO : EPOCH 9 - PROGRESS: at 54.81% examples, 682425 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:53,663 : INFO : EPOCH 9 - PROGRESS: at 55.17% examples, 682616 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:06:54,668 : INFO : EPOCH 9 - PROGRESS: at 55.52% examples, 682918 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:55,685 : INFO : EPOCH 9 - PROGRESS: at 55.86% examples, 683102 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:56,708 : INFO : EPOCH 9 - PROGRESS: at 56.19% examples, 682947 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:57,714 : INFO : EPOCH 9 - PROGRESS: at 56.50% examples, 682863 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:58,718 : INFO : EPOCH 9 - PROGRESS: at 56.84% examples, 682767 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:06:59,730 : INFO : EPOCH 9 - PROGRESS: at 57.16% examples, 682632 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:00,738 : INFO : EPOCH 9 - PROGRESS: at 57.49% examples, 682504 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:01,746 : INFO : EPOCH 9 - PROGRESS: at 57.81% examples, 682464 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:02,751 : INFO : EPOCH 9 - PROGRESS: at 58.14% examples, 682389 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:03,759 : INFO : EPOCH 9 - PROGRESS: at 58.45% examples, 682259 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:07:04,766 : INFO : EPOCH 9 - PROGRESS: at 58.78% examples, 682221 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:05,767 : INFO : EPOCH 9 - PROGRESS: at 59.10% examples, 682126 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:06,776 : INFO : EPOCH 9 - PROGRESS: at 59.41% examples, 682039 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:07,778 : INFO : EPOCH 9 - PROGRESS: at 59.73% examples, 681990 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:08,786 : INFO : EPOCH 9 - PROGRESS: at 60.06% examples, 681864 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:09,795 : INFO : EPOCH 9 - PROGRESS: at 60.37% examples, 681721 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:10,806 : INFO : EPOCH 9 - PROGRESS: at 60.69% examples, 681643 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:07:11,830 : INFO : EPOCH 9 - PROGRESS: at 61.01% examples, 681552 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:12,832 : INFO : EPOCH 9 - PROGRESS: at 61.31% examples, 681595 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:13,837 : INFO : EPOCH 9 - PROGRESS: at 61.64% examples, 681456 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:14,837 : INFO : EPOCH 9 - PROGRESS: at 61.99% examples, 681421 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:15,856 : INFO : EPOCH 9 - PROGRESS: at 62.32% examples, 681262 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:16,876 : INFO : EPOCH 9 - PROGRESS: at 62.65% examples, 681201 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:17,893 : INFO : EPOCH 9 - PROGRESS: at 62.99% examples, 681118 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:18,909 : INFO : EPOCH 9 - PROGRESS: at 63.35% examples, 680991 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:19,926 : INFO : EPOCH 9 - PROGRESS: at 63.70% examples, 680879 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:20,954 : INFO : EPOCH 9 - PROGRESS: at 64.02% examples, 680778 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:21,957 : INFO : EPOCH 9 - PROGRESS: at 64.34% examples, 680701 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:22,958 : INFO : EPOCH 9 - PROGRESS: at 64.63% examples, 680558 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:23,974 : INFO : EPOCH 9 - PROGRESS: at 64.95% examples, 680484 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:24,977 : INFO : EPOCH 9 - PROGRESS: at 65.27% examples, 680427 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:07:25,979 : INFO : EPOCH 9 - PROGRESS: at 65.58% examples, 680355 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:26,990 : INFO : EPOCH 9 - PROGRESS: at 65.90% examples, 680291 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:07:27,996 : INFO : EPOCH 9 - PROGRESS: at 66.23% examples, 680236 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:29,009 : INFO : EPOCH 9 - PROGRESS: at 66.55% examples, 680166 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:30,016 : INFO : EPOCH 9 - PROGRESS: at 66.89% examples, 680065 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:31,029 : INFO : EPOCH 9 - PROGRESS: at 67.20% examples, 680009 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:32,031 : INFO : EPOCH 9 - PROGRESS: at 67.53% examples, 679934 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:33,056 : INFO : EPOCH 9 - PROGRESS: at 67.84% examples, 679854 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:34,059 : INFO : EPOCH 9 - PROGRESS: at 68.17% examples, 679806 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:35,062 : INFO : EPOCH 9 - PROGRESS: at 68.48% examples, 679781 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:36,076 : INFO : EPOCH 9 - PROGRESS: at 68.82% examples, 679714 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:07:37,089 : INFO : EPOCH 9 - PROGRESS: at 69.16% examples, 679617 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:07:38,105 : INFO : EPOCH 9 - PROGRESS: at 69.46% examples, 679518 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:39,113 : INFO : EPOCH 9 - PROGRESS: at 69.77% examples, 679463 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:40,117 : INFO : EPOCH 9 - PROGRESS: at 70.09% examples, 679399 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:41,120 : INFO : EPOCH 9 - PROGRESS: at 70.38% examples, 679369 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:42,123 : INFO : EPOCH 9 - PROGRESS: at 70.72% examples, 679265 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:43,132 : INFO : EPOCH 9 - PROGRESS: at 71.08% examples, 679220 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:44,138 : INFO : EPOCH 9 - PROGRESS: at 71.40% examples, 679111 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:45,154 : INFO : EPOCH 9 - PROGRESS: at 71.71% examples, 679064 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:07:46,163 : INFO : EPOCH 9 - PROGRESS: at 72.02% examples, 679015 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:47,164 : INFO : EPOCH 9 - PROGRESS: at 72.33% examples, 678918 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:48,177 : INFO : EPOCH 9 - PROGRESS: at 72.66% examples, 678856 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:49,178 : INFO : EPOCH 9 - PROGRESS: at 73.01% examples, 678804 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:50,194 : INFO : EPOCH 9 - PROGRESS: at 73.33% examples, 678709 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:51,194 : INFO : EPOCH 9 - PROGRESS: at 73.65% examples, 678670 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:07:52,201 : INFO : EPOCH 9 - PROGRESS: at 73.98% examples, 678605 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:53,205 : INFO : EPOCH 9 - PROGRESS: at 74.30% examples, 678527 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:54,218 : INFO : EPOCH 9 - PROGRESS: at 74.61% examples, 678480 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:55,229 : INFO : EPOCH 9 - PROGRESS: at 74.91% examples, 678431 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:56,233 : INFO : EPOCH 9 - PROGRESS: at 75.22% examples, 678417 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:57,250 : INFO : EPOCH 9 - PROGRESS: at 75.54% examples, 678365 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:07:58,264 : INFO : EPOCH 9 - PROGRESS: at 75.85% examples, 678345 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:07:59,266 : INFO : EPOCH 9 - PROGRESS: at 76.16% examples, 678280 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:00,280 : INFO : EPOCH 9 - PROGRESS: at 76.48% examples, 678214 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:01,282 : INFO : EPOCH 9 - PROGRESS: at 76.80% examples, 678168 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:02,284 : INFO : EPOCH 9 - PROGRESS: at 77.10% examples, 678113 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:03,296 : INFO : EPOCH 9 - PROGRESS: at 77.45% examples, 678001 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:04,303 : INFO : EPOCH 9 - PROGRESS: at 77.77% examples, 677930 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:08:05,304 : INFO : EPOCH 9 - PROGRESS: at 78.09% examples, 677896 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:06,305 : INFO : EPOCH 9 - PROGRESS: at 78.41% examples, 677903 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:07,313 : INFO : EPOCH 9 - PROGRESS: at 78.72% examples, 677834 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:08,316 : INFO : EPOCH 9 - PROGRESS: at 79.05% examples, 677783 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:08:09,324 : INFO : EPOCH 9 - PROGRESS: at 79.37% examples, 677730 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:10,324 : INFO : EPOCH 9 - PROGRESS: at 79.69% examples, 677706 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:11,331 : INFO : EPOCH 9 - PROGRESS: at 80.01% examples, 677576 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:12,332 : INFO : EPOCH 9 - PROGRESS: at 80.33% examples, 677499 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:13,340 : INFO : EPOCH 9 - PROGRESS: at 80.67% examples, 677445 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:08:14,344 : INFO : EPOCH 9 - PROGRESS: at 81.01% examples, 677440 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:08:15,348 : INFO : EPOCH 9 - PROGRESS: at 81.30% examples, 677374 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:16,359 : INFO : EPOCH 9 - PROGRESS: at 81.62% examples, 677363 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:17,362 : INFO : EPOCH 9 - PROGRESS: at 81.94% examples, 677296 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:18,364 : INFO : EPOCH 9 - PROGRESS: at 82.26% examples, 677256 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:19,368 : INFO : EPOCH 9 - PROGRESS: at 82.58% examples, 677212 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:20,376 : INFO : EPOCH 9 - PROGRESS: at 82.88% examples, 677179 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:08:21,377 : INFO : EPOCH 9 - PROGRESS: at 83.19% examples, 677140 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:22,394 : INFO : EPOCH 9 - PROGRESS: at 83.52% examples, 677079 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:23,396 : INFO : EPOCH 9 - PROGRESS: at 83.84% examples, 677079 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:24,399 : INFO : EPOCH 9 - PROGRESS: at 84.16% examples, 676964 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:25,403 : INFO : EPOCH 9 - PROGRESS: at 84.49% examples, 676916 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:26,408 : INFO : EPOCH 9 - PROGRESS: at 84.80% examples, 676871 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:08:27,411 : INFO : EPOCH 9 - PROGRESS: at 85.14% examples, 676812 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:08:28,422 : INFO : EPOCH 9 - PROGRESS: at 85.46% examples, 676715 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:29,435 : INFO : EPOCH 9 - PROGRESS: at 85.78% examples, 676673 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:08:30,439 : INFO : EPOCH 9 - PROGRESS: at 86.08% examples, 676659 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:31,440 : INFO : EPOCH 9 - PROGRESS: at 86.40% examples, 676586 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:32,442 : INFO : EPOCH 9 - PROGRESS: at 86.72% examples, 676593 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:33,453 : INFO : EPOCH 9 - PROGRESS: at 87.06% examples, 676597 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:34,454 : INFO : EPOCH 9 - PROGRESS: at 87.38% examples, 676550 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:35,458 : INFO : EPOCH 9 - PROGRESS: at 87.69% examples, 676551 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:36,465 : INFO : EPOCH 9 - PROGRESS: at 88.02% examples, 676538 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:37,490 : INFO : EPOCH 9 - PROGRESS: at 88.34% examples, 676483 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:38,492 : INFO : EPOCH 9 - PROGRESS: at 88.65% examples, 676460 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:39,503 : INFO : EPOCH 9 - PROGRESS: at 88.97% examples, 676427 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:40,505 : INFO : EPOCH 9 - PROGRESS: at 89.28% examples, 676370 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:41,515 : INFO : EPOCH 9 - PROGRESS: at 89.60% examples, 676359 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:42,522 : INFO : EPOCH 9 - PROGRESS: at 89.92% examples, 676331 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:43,524 : INFO : EPOCH 9 - PROGRESS: at 90.25% examples, 676275 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:44,526 : INFO : EPOCH 9 - PROGRESS: at 90.57% examples, 676252 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:45,528 : INFO : EPOCH 9 - PROGRESS: at 90.91% examples, 676175 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:46,528 : INFO : EPOCH 9 - PROGRESS: at 91.24% examples, 676137 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:47,532 : INFO : EPOCH 9 - PROGRESS: at 91.55% examples, 676125 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:48,536 : INFO : EPOCH 9 - PROGRESS: at 91.90% examples, 676082 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:49,556 : INFO : EPOCH 9 - PROGRESS: at 92.24% examples, 675998 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:50,557 : INFO : EPOCH 9 - PROGRESS: at 92.58% examples, 675973 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:51,557 : INFO : EPOCH 9 - PROGRESS: at 92.88% examples, 675954 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:52,557 : INFO : EPOCH 9 - PROGRESS: at 93.18% examples, 675941 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:53,561 : INFO : EPOCH 9 - PROGRESS: at 93.47% examples, 675936 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:54,563 : INFO : EPOCH 9 - PROGRESS: at 93.78% examples, 675903 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:55,572 : INFO : EPOCH 9 - PROGRESS: at 94.10% examples, 675883 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:56,577 : INFO : EPOCH 9 - PROGRESS: at 94.41% examples, 675861 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:57,600 : INFO : EPOCH 9 - PROGRESS: at 94.74% examples, 675799 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:58,604 : INFO : EPOCH 9 - PROGRESS: at 95.05% examples, 675688 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:08:59,606 : INFO : EPOCH 9 - PROGRESS: at 95.35% examples, 675566 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:00,622 : INFO : EPOCH 9 - PROGRESS: at 95.67% examples, 675396 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:01,630 : INFO : EPOCH 9 - PROGRESS: at 95.97% examples, 675157 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:02,633 : INFO : EPOCH 9 - PROGRESS: at 96.24% examples, 674940 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:03,637 : INFO : EPOCH 9 - PROGRESS: at 96.60% examples, 675140 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:04,640 : INFO : EPOCH 9 - PROGRESS: at 96.96% examples, 675317 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:09:05,653 : INFO : EPOCH 9 - PROGRESS: at 97.30% examples, 675534 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:06,655 : INFO : EPOCH 9 - PROGRESS: at 97.67% examples, 675753 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:07,655 : INFO : EPOCH 9 - PROGRESS: at 98.00% examples, 675954 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:08,672 : INFO : EPOCH 9 - PROGRESS: at 98.37% examples, 676153 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:09,679 : INFO : EPOCH 9 - PROGRESS: at 98.74% examples, 676366 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:10,680 : INFO : EPOCH 9 - PROGRESS: at 99.11% examples, 676563 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:11,681 : INFO : EPOCH 9 - PROGRESS: at 99.47% examples, 676754 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:12,695 : INFO : EPOCH 9 - PROGRESS: at 99.84% examples, 676909 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:09:13,055 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 05:09:13,080 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 05:09:13,083 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 05:09:13,085 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 05:09:13,085 : INFO : EPOCH - 9 : training on 266670914 raw words (206940849 effective words) took 305.7s, 677000 effective words/s
2020-07-24 05:09:14,101 : INFO : EPOCH 10 - PROGRESS: at 0.32% examples, 713773 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:15,117 : INFO : EPOCH 10 - PROGRESS: at 0.65% examples, 722888 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:16,122 : INFO : EPOCH 10 - PROGRESS: at 1.01% examples, 728594 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:17,130 : INFO : EPOCH 10 - PROGRESS: at 1.35% examples, 732176 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:18,134 : INFO : EPOCH 10 - PROGRESS: at 1.70% examples, 731077 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:19,138 : INFO : EPOCH 10 - PROGRESS: at 2.06% examples, 730055 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:20,140 : INFO : EPOCH 10 - PROGRESS: at 2.42% examples, 730193 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:21,144 : INFO : EPOCH 10 - PROGRESS: at 2.76% examples, 730481 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:22,149 : INFO : EPOCH 10 - PROGRESS: at 3.14% examples, 729211 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:23,164 : INFO : EPOCH 10 - PROGRESS: at 3.49% examples, 728428 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:24,167 : INFO : EPOCH 10 - PROGRESS: at 3.87% examples, 730040 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:25,168 : INFO : EPOCH 10 - PROGRESS: at 4.19% examples, 729879 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:26,192 : INFO : EPOCH 10 - PROGRESS: at 4.54% examples, 728517 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:27,195 : INFO : EPOCH 10 - PROGRESS: at 4.91% examples, 729075 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:28,210 : INFO : EPOCH 10 - PROGRESS: at 5.27% examples, 728377 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:29,214 : INFO : EPOCH 10 - PROGRESS: at 5.62% examples, 728440 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:30,220 : INFO : EPOCH 10 - PROGRESS: at 5.97% examples, 729183 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:31,224 : INFO : EPOCH 10 - PROGRESS: at 6.33% examples, 728794 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:32,232 : INFO : EPOCH 10 - PROGRESS: at 6.71% examples, 728811 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:33,254 : INFO : EPOCH 10 - PROGRESS: at 7.08% examples, 728613 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:34,255 : INFO : EPOCH 10 - PROGRESS: at 7.43% examples, 728874 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:35,257 : INFO : EPOCH 10 - PROGRESS: at 7.81% examples, 728746 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:36,273 : INFO : EPOCH 10 - PROGRESS: at 8.18% examples, 728636 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:09:37,283 : INFO : EPOCH 10 - PROGRESS: at 8.54% examples, 728441 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:38,285 : INFO : EPOCH 10 - PROGRESS: at 8.90% examples, 728688 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:39,288 : INFO : EPOCH 10 - PROGRESS: at 9.27% examples, 728909 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:40,294 : INFO : EPOCH 10 - PROGRESS: at 9.60% examples, 729126 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:41,298 : INFO : EPOCH 10 - PROGRESS: at 9.96% examples, 729601 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:42,304 : INFO : EPOCH 10 - PROGRESS: at 10.33% examples, 729479 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:43,309 : INFO : EPOCH 10 - PROGRESS: at 10.69% examples, 729581 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:44,313 : INFO : EPOCH 10 - PROGRESS: at 11.04% examples, 729459 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:45,318 : INFO : EPOCH 10 - PROGRESS: at 11.38% examples, 729541 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:46,323 : INFO : EPOCH 10 - PROGRESS: at 11.75% examples, 729935 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:09:47,329 : INFO : EPOCH 10 - PROGRESS: at 12.10% examples, 730004 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:48,334 : INFO : EPOCH 10 - PROGRESS: at 12.46% examples, 729998 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:49,337 : INFO : EPOCH 10 - PROGRESS: at 12.81% examples, 730280 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:50,361 : INFO : EPOCH 10 - PROGRESS: at 13.15% examples, 730043 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:51,363 : INFO : EPOCH 10 - PROGRESS: at 13.52% examples, 730068 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:52,366 : INFO : EPOCH 10 - PROGRESS: at 13.88% examples, 729941 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:53,373 : INFO : EPOCH 10 - PROGRESS: at 14.26% examples, 729950 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:54,403 : INFO : EPOCH 10 - PROGRESS: at 14.62% examples, 729774 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:55,410 : INFO : EPOCH 10 - PROGRESS: at 14.99% examples, 730044 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:56,412 : INFO : EPOCH 10 - PROGRESS: at 15.30% examples, 730210 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:57,422 : INFO : EPOCH 10 - PROGRESS: at 15.67% examples, 730152 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:58,423 : INFO : EPOCH 10 - PROGRESS: at 16.03% examples, 730458 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:09:59,426 : INFO : EPOCH 10 - PROGRESS: at 16.40% examples, 730303 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:00,440 : INFO : EPOCH 10 - PROGRESS: at 16.76% examples, 730187 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:10:01,444 : INFO : EPOCH 10 - PROGRESS: at 17.11% examples, 730246 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:02,447 : INFO : EPOCH 10 - PROGRESS: at 17.47% examples, 730139 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:03,470 : INFO : EPOCH 10 - PROGRESS: at 17.85% examples, 730021 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:04,473 : INFO : EPOCH 10 - PROGRESS: at 18.21% examples, 730014 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:10:05,475 : INFO : EPOCH 10 - PROGRESS: at 18.58% examples, 729816 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:06,494 : INFO : EPOCH 10 - PROGRESS: at 18.91% examples, 729911 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:10:07,496 : INFO : EPOCH 10 - PROGRESS: at 19.26% examples, 730133 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:08,509 : INFO : EPOCH 10 - PROGRESS: at 19.61% examples, 729892 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:09,511 : INFO : EPOCH 10 - PROGRESS: at 19.97% examples, 730016 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:10,513 : INFO : EPOCH 10 - PROGRESS: at 20.32% examples, 730156 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:11,529 : INFO : EPOCH 10 - PROGRESS: at 20.70% examples, 729861 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:12,536 : INFO : EPOCH 10 - PROGRESS: at 21.07% examples, 729828 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:13,543 : INFO : EPOCH 10 - PROGRESS: at 21.46% examples, 729904 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:14,547 : INFO : EPOCH 10 - PROGRESS: at 21.82% examples, 729863 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:15,562 : INFO : EPOCH 10 - PROGRESS: at 22.17% examples, 729766 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:16,573 : INFO : EPOCH 10 - PROGRESS: at 22.52% examples, 729715 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:17,578 : INFO : EPOCH 10 - PROGRESS: at 22.92% examples, 729662 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:18,586 : INFO : EPOCH 10 - PROGRESS: at 23.27% examples, 729601 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:19,609 : INFO : EPOCH 10 - PROGRESS: at 23.62% examples, 729635 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:20,615 : INFO : EPOCH 10 - PROGRESS: at 24.00% examples, 729632 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:10:21,618 : INFO : EPOCH 10 - PROGRESS: at 24.37% examples, 729855 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:22,620 : INFO : EPOCH 10 - PROGRESS: at 24.73% examples, 729641 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:23,630 : INFO : EPOCH 10 - PROGRESS: at 25.06% examples, 729527 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:24,637 : INFO : EPOCH 10 - PROGRESS: at 25.41% examples, 729571 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:25,648 : INFO : EPOCH 10 - PROGRESS: at 25.76% examples, 729738 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:26,663 : INFO : EPOCH 10 - PROGRESS: at 26.12% examples, 729762 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:27,666 : INFO : EPOCH 10 - PROGRESS: at 26.47% examples, 729725 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:28,666 : INFO : EPOCH 10 - PROGRESS: at 26.82% examples, 729685 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:29,676 : INFO : EPOCH 10 - PROGRESS: at 27.19% examples, 729619 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:30,679 : INFO : EPOCH 10 - PROGRESS: at 27.55% examples, 729721 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:31,684 : INFO : EPOCH 10 - PROGRESS: at 27.91% examples, 729671 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:32,685 : INFO : EPOCH 10 - PROGRESS: at 28.30% examples, 729696 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:33,695 : INFO : EPOCH 10 - PROGRESS: at 28.66% examples, 729615 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:34,696 : INFO : EPOCH 10 - PROGRESS: at 29.02% examples, 729674 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:35,712 : INFO : EPOCH 10 - PROGRESS: at 29.38% examples, 729645 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:36,716 : INFO : EPOCH 10 - PROGRESS: at 29.74% examples, 729718 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:37,746 : INFO : EPOCH 10 - PROGRESS: at 30.12% examples, 729620 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:38,751 : INFO : EPOCH 10 - PROGRESS: at 30.47% examples, 729628 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:39,755 : INFO : EPOCH 10 - PROGRESS: at 30.85% examples, 729546 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:40,758 : INFO : EPOCH 10 - PROGRESS: at 31.22% examples, 729617 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:41,758 : INFO : EPOCH 10 - PROGRESS: at 31.56% examples, 729674 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:42,764 : INFO : EPOCH 10 - PROGRESS: at 31.88% examples, 729607 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:43,772 : INFO : EPOCH 10 - PROGRESS: at 32.23% examples, 729670 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:44,774 : INFO : EPOCH 10 - PROGRESS: at 32.59% examples, 729720 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:45,781 : INFO : EPOCH 10 - PROGRESS: at 32.97% examples, 729682 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:46,784 : INFO : EPOCH 10 - PROGRESS: at 33.37% examples, 729658 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:47,804 : INFO : EPOCH 10 - PROGRESS: at 33.75% examples, 729661 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:48,807 : INFO : EPOCH 10 - PROGRESS: at 34.13% examples, 729664 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:49,821 : INFO : EPOCH 10 - PROGRESS: at 34.48% examples, 729696 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:50,830 : INFO : EPOCH 10 - PROGRESS: at 34.86% examples, 729705 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:51,834 : INFO : EPOCH 10 - PROGRESS: at 35.22% examples, 729661 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:52,838 : INFO : EPOCH 10 - PROGRESS: at 35.56% examples, 729726 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:53,853 : INFO : EPOCH 10 - PROGRESS: at 35.91% examples, 729713 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:54,853 : INFO : EPOCH 10 - PROGRESS: at 36.25% examples, 729802 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:55,867 : INFO : EPOCH 10 - PROGRESS: at 36.60% examples, 729636 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:56,880 : INFO : EPOCH 10 - PROGRESS: at 36.97% examples, 729651 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:57,886 : INFO : EPOCH 10 - PROGRESS: at 37.33% examples, 729814 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:58,899 : INFO : EPOCH 10 - PROGRESS: at 37.69% examples, 729856 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:10:59,901 : INFO : EPOCH 10 - PROGRESS: at 38.04% examples, 729898 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:00,907 : INFO : EPOCH 10 - PROGRESS: at 38.39% examples, 729748 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:01,924 : INFO : EPOCH 10 - PROGRESS: at 38.74% examples, 729769 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:02,929 : INFO : EPOCH 10 - PROGRESS: at 39.10% examples, 729684 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:03,931 : INFO : EPOCH 10 - PROGRESS: at 39.46% examples, 729726 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:04,937 : INFO : EPOCH 10 - PROGRESS: at 39.81% examples, 729725 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:05,949 : INFO : EPOCH 10 - PROGRESS: at 40.14% examples, 729688 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:06,950 : INFO : EPOCH 10 - PROGRESS: at 40.47% examples, 729856 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:07,950 : INFO : EPOCH 10 - PROGRESS: at 40.83% examples, 729866 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:08,965 : INFO : EPOCH 10 - PROGRESS: at 41.20% examples, 729769 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:09,966 : INFO : EPOCH 10 - PROGRESS: at 41.55% examples, 729771 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:10,984 : INFO : EPOCH 10 - PROGRESS: at 41.92% examples, 729676 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:11:11,988 : INFO : EPOCH 10 - PROGRESS: at 42.28% examples, 729668 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:12,991 : INFO : EPOCH 10 - PROGRESS: at 42.63% examples, 729755 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:11:13,994 : INFO : EPOCH 10 - PROGRESS: at 42.99% examples, 729806 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:14,999 : INFO : EPOCH 10 - PROGRESS: at 43.35% examples, 729789 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:16,018 : INFO : EPOCH 10 - PROGRESS: at 43.73% examples, 729662 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:11:17,023 : INFO : EPOCH 10 - PROGRESS: at 44.07% examples, 729720 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:18,024 : INFO : EPOCH 10 - PROGRESS: at 44.41% examples, 729752 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:11:19,028 : INFO : EPOCH 10 - PROGRESS: at 44.75% examples, 729702 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:20,033 : INFO : EPOCH 10 - PROGRESS: at 45.08% examples, 729727 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:21,033 : INFO : EPOCH 10 - PROGRESS: at 45.44% examples, 729762 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:11:22,038 : INFO : EPOCH 10 - PROGRESS: at 45.78% examples, 729756 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:23,039 : INFO : EPOCH 10 - PROGRESS: at 46.15% examples, 729760 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:24,049 : INFO : EPOCH 10 - PROGRESS: at 46.50% examples, 729853 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:25,062 : INFO : EPOCH 10 - PROGRESS: at 46.89% examples, 729800 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:26,073 : INFO : EPOCH 10 - PROGRESS: at 47.27% examples, 729771 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:27,073 : INFO : EPOCH 10 - PROGRESS: at 47.63% examples, 729783 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:28,096 : INFO : EPOCH 10 - PROGRESS: at 48.01% examples, 729728 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:29,109 : INFO : EPOCH 10 - PROGRESS: at 48.38% examples, 729745 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:30,113 : INFO : EPOCH 10 - PROGRESS: at 48.76% examples, 729701 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:31,123 : INFO : EPOCH 10 - PROGRESS: at 49.10% examples, 729718 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:32,129 : INFO : EPOCH 10 - PROGRESS: at 49.46% examples, 729699 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:33,131 : INFO : EPOCH 10 - PROGRESS: at 49.83% examples, 729715 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:11:34,155 : INFO : EPOCH 10 - PROGRESS: at 50.19% examples, 729703 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:11:35,174 : INFO : EPOCH 10 - PROGRESS: at 50.53% examples, 729771 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:36,180 : INFO : EPOCH 10 - PROGRESS: at 50.91% examples, 729802 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:37,187 : INFO : EPOCH 10 - PROGRESS: at 51.24% examples, 729713 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:38,187 : INFO : EPOCH 10 - PROGRESS: at 51.58% examples, 729713 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:39,195 : INFO : EPOCH 10 - PROGRESS: at 51.93% examples, 729502 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:40,198 : INFO : EPOCH 10 - PROGRESS: at 52.27% examples, 729247 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:41,208 : INFO : EPOCH 10 - PROGRESS: at 52.58% examples, 728977 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:42,209 : INFO : EPOCH 10 - PROGRESS: at 52.89% examples, 728128 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:43,224 : INFO : EPOCH 10 - PROGRESS: at 53.21% examples, 727867 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:44,224 : INFO : EPOCH 10 - PROGRESS: at 53.54% examples, 727943 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:11:45,226 : INFO : EPOCH 10 - PROGRESS: at 53.90% examples, 727976 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:46,236 : INFO : EPOCH 10 - PROGRESS: at 54.25% examples, 727993 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:11:47,239 : INFO : EPOCH 10 - PROGRESS: at 54.57% examples, 728107 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:48,241 : INFO : EPOCH 10 - PROGRESS: at 54.91% examples, 728092 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:49,246 : INFO : EPOCH 10 - PROGRESS: at 55.27% examples, 728141 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:50,263 : INFO : EPOCH 10 - PROGRESS: at 55.62% examples, 728114 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:51,264 : INFO : EPOCH 10 - PROGRESS: at 55.98% examples, 728139 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:52,278 : INFO : EPOCH 10 - PROGRESS: at 56.32% examples, 728237 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:53,278 : INFO : EPOCH 10 - PROGRESS: at 56.68% examples, 728263 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:54,291 : INFO : EPOCH 10 - PROGRESS: at 57.05% examples, 728243 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:55,303 : INFO : EPOCH 10 - PROGRESS: at 57.41% examples, 728219 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:56,310 : INFO : EPOCH 10 - PROGRESS: at 57.76% examples, 728227 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:57,327 : INFO : EPOCH 10 - PROGRESS: at 58.12% examples, 728196 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:58,344 : INFO : EPOCH 10 - PROGRESS: at 58.46% examples, 728241 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:11:59,347 : INFO : EPOCH 10 - PROGRESS: at 58.83% examples, 728382 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:00,358 : INFO : EPOCH 10 - PROGRESS: at 59.17% examples, 728318 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:01,358 : INFO : EPOCH 10 - PROGRESS: at 59.52% examples, 728380 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:02,360 : INFO : EPOCH 10 - PROGRESS: at 59.88% examples, 728450 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:03,364 : INFO : EPOCH 10 - PROGRESS: at 60.24% examples, 728402 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:04,369 : INFO : EPOCH 10 - PROGRESS: at 60.57% examples, 728448 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:05,389 : INFO : EPOCH 10 - PROGRESS: at 60.93% examples, 728437 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:06,393 : INFO : EPOCH 10 - PROGRESS: at 61.25% examples, 728514 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:07,394 : INFO : EPOCH 10 - PROGRESS: at 61.61% examples, 728496 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:08,409 : INFO : EPOCH 10 - PROGRESS: at 61.99% examples, 728468 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:12:09,414 : INFO : EPOCH 10 - PROGRESS: at 62.35% examples, 728497 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:10,418 : INFO : EPOCH 10 - PROGRESS: at 62.71% examples, 728535 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:11,419 : INFO : EPOCH 10 - PROGRESS: at 63.09% examples, 728568 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:12,425 : INFO : EPOCH 10 - PROGRESS: at 63.47% examples, 728584 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:12:13,442 : INFO : EPOCH 10 - PROGRESS: at 63.85% examples, 728478 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:14,450 : INFO : EPOCH 10 - PROGRESS: at 64.21% examples, 728539 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:15,458 : INFO : EPOCH 10 - PROGRESS: at 64.54% examples, 728560 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:16,459 : INFO : EPOCH 10 - PROGRESS: at 64.88% examples, 728574 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:17,474 : INFO : EPOCH 10 - PROGRESS: at 65.23% examples, 728554 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:18,487 : INFO : EPOCH 10 - PROGRESS: at 65.57% examples, 728562 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:19,492 : INFO : EPOCH 10 - PROGRESS: at 65.92% examples, 728583 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:20,499 : INFO : EPOCH 10 - PROGRESS: at 66.28% examples, 728572 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:21,501 : INFO : EPOCH 10 - PROGRESS: at 66.64% examples, 728568 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:22,506 : INFO : EPOCH 10 - PROGRESS: at 67.00% examples, 728557 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:23,520 : INFO : EPOCH 10 - PROGRESS: at 67.33% examples, 728583 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:24,525 : INFO : EPOCH 10 - PROGRESS: at 67.69% examples, 728561 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:25,525 : INFO : EPOCH 10 - PROGRESS: at 68.05% examples, 728583 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:26,526 : INFO : EPOCH 10 - PROGRESS: at 68.40% examples, 728686 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:12:27,528 : INFO : EPOCH 10 - PROGRESS: at 68.76% examples, 728702 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:28,529 : INFO : EPOCH 10 - PROGRESS: at 69.11% examples, 728729 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:29,544 : INFO : EPOCH 10 - PROGRESS: at 69.46% examples, 728765 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:30,547 : INFO : EPOCH 10 - PROGRESS: at 69.81% examples, 728818 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:31,550 : INFO : EPOCH 10 - PROGRESS: at 70.15% examples, 728879 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:32,556 : INFO : EPOCH 10 - PROGRESS: at 70.47% examples, 728858 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:33,564 : INFO : EPOCH 10 - PROGRESS: at 70.87% examples, 728824 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:34,569 : INFO : EPOCH 10 - PROGRESS: at 71.24% examples, 728908 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:35,570 : INFO : EPOCH 10 - PROGRESS: at 71.61% examples, 728895 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:36,571 : INFO : EPOCH 10 - PROGRESS: at 71.93% examples, 728886 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:37,572 : INFO : EPOCH 10 - PROGRESS: at 72.27% examples, 728973 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:38,586 : INFO : EPOCH 10 - PROGRESS: at 72.63% examples, 728934 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:39,592 : INFO : EPOCH 10 - PROGRESS: at 73.01% examples, 728965 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:40,599 : INFO : EPOCH 10 - PROGRESS: at 73.36% examples, 728958 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:41,603 : INFO : EPOCH 10 - PROGRESS: at 73.70% examples, 728965 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:42,604 : INFO : EPOCH 10 - PROGRESS: at 74.06% examples, 728940 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:43,610 : INFO : EPOCH 10 - PROGRESS: at 74.39% examples, 728569 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:44,612 : INFO : EPOCH 10 - PROGRESS: at 74.69% examples, 728345 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:45,626 : INFO : EPOCH 10 - PROGRESS: at 75.00% examples, 728006 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:46,632 : INFO : EPOCH 10 - PROGRESS: at 75.30% examples, 727733 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:47,642 : INFO : EPOCH 10 - PROGRESS: at 75.62% examples, 727428 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:48,644 : INFO : EPOCH 10 - PROGRESS: at 75.93% examples, 727192 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:49,655 : INFO : EPOCH 10 - PROGRESS: at 76.23% examples, 726921 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:50,663 : INFO : EPOCH 10 - PROGRESS: at 76.55% examples, 726614 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:51,684 : INFO : EPOCH 10 - PROGRESS: at 76.86% examples, 726306 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:52,702 : INFO : EPOCH 10 - PROGRESS: at 77.20% examples, 726003 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:53,723 : INFO : EPOCH 10 - PROGRESS: at 77.53% examples, 725687 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:54,725 : INFO : EPOCH 10 - PROGRESS: at 77.85% examples, 725392 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:55,731 : INFO : EPOCH 10 - PROGRESS: at 78.18% examples, 725131 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:56,731 : INFO : EPOCH 10 - PROGRESS: at 78.49% examples, 724878 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:57,733 : INFO : EPOCH 10 - PROGRESS: at 78.81% examples, 724535 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:58,738 : INFO : EPOCH 10 - PROGRESS: at 79.12% examples, 724288 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:12:59,743 : INFO : EPOCH 10 - PROGRESS: at 79.44% examples, 724001 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:00,760 : INFO : EPOCH 10 - PROGRESS: at 79.77% examples, 723725 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:01,773 : INFO : EPOCH 10 - PROGRESS: at 80.09% examples, 723423 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:02,780 : INFO : EPOCH 10 - PROGRESS: at 80.43% examples, 723179 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:03,781 : INFO : EPOCH 10 - PROGRESS: at 80.75% examples, 722938 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:04,787 : INFO : EPOCH 10 - PROGRESS: at 81.08% examples, 722685 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:05,814 : INFO : EPOCH 10 - PROGRESS: at 81.39% examples, 722430 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:06,820 : INFO : EPOCH 10 - PROGRESS: at 81.70% examples, 722182 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:07,830 : INFO : EPOCH 10 - PROGRESS: at 82.04% examples, 721942 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:08,833 : INFO : EPOCH 10 - PROGRESS: at 82.35% examples, 721681 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:09,850 : INFO : EPOCH 10 - PROGRESS: at 82.66% examples, 721474 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:10,866 : INFO : EPOCH 10 - PROGRESS: at 82.97% examples, 721280 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:11,868 : INFO : EPOCH 10 - PROGRESS: at 83.28% examples, 721058 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:13:12,871 : INFO : EPOCH 10 - PROGRESS: at 83.62% examples, 720803 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:13,879 : INFO : EPOCH 10 - PROGRESS: at 83.95% examples, 720606 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:14,887 : INFO : EPOCH 10 - PROGRESS: at 84.26% examples, 720354 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:15,897 : INFO : EPOCH 10 - PROGRESS: at 84.58% examples, 720076 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:16,901 : INFO : EPOCH 10 - PROGRESS: at 84.91% examples, 719828 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:17,904 : INFO : EPOCH 10 - PROGRESS: at 85.22% examples, 719550 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:18,911 : INFO : EPOCH 10 - PROGRESS: at 85.56% examples, 719287 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:19,916 : INFO : EPOCH 10 - PROGRESS: at 85.86% examples, 719113 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:20,922 : INFO : EPOCH 10 - PROGRESS: at 86.16% examples, 718916 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:21,924 : INFO : EPOCH 10 - PROGRESS: at 86.50% examples, 718688 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:13:22,926 : INFO : EPOCH 10 - PROGRESS: at 86.81% examples, 718485 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:23,936 : INFO : EPOCH 10 - PROGRESS: at 87.15% examples, 718243 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:24,950 : INFO : EPOCH 10 - PROGRESS: at 87.46% examples, 718047 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:25,950 : INFO : EPOCH 10 - PROGRESS: at 87.77% examples, 717790 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:26,952 : INFO : EPOCH 10 - PROGRESS: at 88.09% examples, 717584 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:27,955 : INFO : EPOCH 10 - PROGRESS: at 88.41% examples, 717393 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:13:28,962 : INFO : EPOCH 10 - PROGRESS: at 88.72% examples, 717190 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:29,970 : INFO : EPOCH 10 - PROGRESS: at 89.02% examples, 717000 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:30,983 : INFO : EPOCH 10 - PROGRESS: at 89.35% examples, 716798 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:31,985 : INFO : EPOCH 10 - PROGRESS: at 89.66% examples, 716638 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:33,006 : INFO : EPOCH 10 - PROGRESS: at 90.00% examples, 716366 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:34,014 : INFO : EPOCH 10 - PROGRESS: at 90.31% examples, 716145 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:35,019 : INFO : EPOCH 10 - PROGRESS: at 90.65% examples, 715948 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:36,038 : INFO : EPOCH 10 - PROGRESS: at 90.97% examples, 715714 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:37,043 : INFO : EPOCH 10 - PROGRESS: at 91.30% examples, 715501 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:38,046 : INFO : EPOCH 10 - PROGRESS: at 91.62% examples, 715306 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:39,054 : INFO : EPOCH 10 - PROGRESS: at 91.96% examples, 715089 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:40,056 : INFO : EPOCH 10 - PROGRESS: at 92.31% examples, 714902 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:13:41,060 : INFO : EPOCH 10 - PROGRESS: at 92.63% examples, 714698 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:13:42,063 : INFO : EPOCH 10 - PROGRESS: at 92.93% examples, 714500 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:43,075 : INFO : EPOCH 10 - PROGRESS: at 93.24% examples, 714359 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:44,086 : INFO : EPOCH 10 - PROGRESS: at 93.53% examples, 714218 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:13:45,089 : INFO : EPOCH 10 - PROGRESS: at 93.85% examples, 714051 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:46,089 : INFO : EPOCH 10 - PROGRESS: at 94.17% examples, 713868 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:47,094 : INFO : EPOCH 10 - PROGRESS: at 94.46% examples, 713670 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:48,099 : INFO : EPOCH 10 - PROGRESS: at 94.79% examples, 713481 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:49,101 : INFO : EPOCH 10 - PROGRESS: at 95.11% examples, 713352 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:50,101 : INFO : EPOCH 10 - PROGRESS: at 95.45% examples, 713154 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:51,121 : INFO : EPOCH 10 - PROGRESS: at 95.77% examples, 712929 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:52,142 : INFO : EPOCH 10 - PROGRESS: at 96.07% examples, 712749 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:53,143 : INFO : EPOCH 10 - PROGRESS: at 96.40% examples, 712626 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:54,148 : INFO : EPOCH 10 - PROGRESS: at 96.72% examples, 712425 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:55,158 : INFO : EPOCH 10 - PROGRESS: at 97.05% examples, 712239 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:13:56,162 : INFO : EPOCH 10 - PROGRESS: at 97.36% examples, 712102 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:57,170 : INFO : EPOCH 10 - PROGRESS: at 97.68% examples, 711902 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:58,181 : INFO : EPOCH 10 - PROGRESS: at 97.98% examples, 711737 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:13:59,186 : INFO : EPOCH 10 - PROGRESS: at 98.33% examples, 711619 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:00,186 : INFO : EPOCH 10 - PROGRESS: at 98.63% examples, 711435 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:01,192 : INFO : EPOCH 10 - PROGRESS: at 98.98% examples, 711247 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:02,206 : INFO : EPOCH 10 - PROGRESS: at 99.30% examples, 711105 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:03,207 : INFO : EPOCH 10 - PROGRESS: at 99.65% examples, 710994 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:04,196 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 05:14:04,213 : INFO : EPOCH 10 - PROGRESS: at 99.99% examples, 710772 words/s, in_qsize 2, out_qsize 1
2020-07-24 05:14:04,214 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 05:14:04,216 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 05:14:04,218 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 05:14:04,219 : INFO : EPOCH - 10 : training on 266670914 raw words (206936785 effective words) took 291.1s, 710805 effective words/s
2020-07-24 05:14:05,225 : INFO : EPOCH 11 - PROGRESS: at 0.29% examples, 641344 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:14:06,240 : INFO : EPOCH 11 - PROGRESS: at 0.58% examples, 652456 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:14:07,246 : INFO : EPOCH 11 - PROGRESS: at 0.89% examples, 655027 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:08,252 : INFO : EPOCH 11 - PROGRESS: at 1.22% examples, 657952 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:09,254 : INFO : EPOCH 11 - PROGRESS: at 1.51% examples, 657114 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:14:10,266 : INFO : EPOCH 11 - PROGRESS: at 1.83% examples, 658292 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:14:11,280 : INFO : EPOCH 11 - PROGRESS: at 2.16% examples, 658564 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:14:12,281 : INFO : EPOCH 11 - PROGRESS: at 2.49% examples, 659214 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:13,291 : INFO : EPOCH 11 - PROGRESS: at 2.81% examples, 659607 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:14,318 : INFO : EPOCH 11 - PROGRESS: at 3.16% examples, 658695 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:15,325 : INFO : EPOCH 11 - PROGRESS: at 3.48% examples, 659716 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:16,337 : INFO : EPOCH 11 - PROGRESS: at 3.82% examples, 660035 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:17,339 : INFO : EPOCH 11 - PROGRESS: at 4.12% examples, 660650 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:18,358 : INFO : EPOCH 11 - PROGRESS: at 4.43% examples, 659390 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:19,368 : INFO : EPOCH 11 - PROGRESS: at 4.74% examples, 657960 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:14:20,380 : INFO : EPOCH 11 - PROGRESS: at 5.05% examples, 655334 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:21,386 : INFO : EPOCH 11 - PROGRESS: at 5.38% examples, 653121 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:22,402 : INFO : EPOCH 11 - PROGRESS: at 5.64% examples, 647873 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:23,407 : INFO : EPOCH 11 - PROGRESS: at 5.98% examples, 651897 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:24,408 : INFO : EPOCH 11 - PROGRESS: at 6.34% examples, 655848 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:25,412 : INFO : EPOCH 11 - PROGRESS: at 6.72% examples, 659174 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:26,419 : INFO : EPOCH 11 - PROGRESS: at 7.08% examples, 662316 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:27,428 : INFO : EPOCH 11 - PROGRESS: at 7.44% examples, 665208 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:28,432 : INFO : EPOCH 11 - PROGRESS: at 7.81% examples, 667683 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:14:29,435 : INFO : EPOCH 11 - PROGRESS: at 8.18% examples, 670059 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:30,437 : INFO : EPOCH 11 - PROGRESS: at 8.54% examples, 672417 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:31,445 : INFO : EPOCH 11 - PROGRESS: at 8.90% examples, 674479 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:32,455 : INFO : EPOCH 11 - PROGRESS: at 9.26% examples, 676196 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:33,474 : INFO : EPOCH 11 - PROGRESS: at 9.60% examples, 678190 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:34,482 : INFO : EPOCH 11 - PROGRESS: at 9.96% examples, 680091 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:35,499 : INFO : EPOCH 11 - PROGRESS: at 10.33% examples, 681483 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:36,505 : INFO : EPOCH 11 - PROGRESS: at 10.68% examples, 682826 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:14:37,517 : INFO : EPOCH 11 - PROGRESS: at 11.04% examples, 684011 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:38,521 : INFO : EPOCH 11 - PROGRESS: at 11.38% examples, 685789 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:39,530 : INFO : EPOCH 11 - PROGRESS: at 11.75% examples, 687143 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:40,530 : INFO : EPOCH 11 - PROGRESS: at 12.11% examples, 688693 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:41,535 : INFO : EPOCH 11 - PROGRESS: at 12.46% examples, 689628 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:42,547 : INFO : EPOCH 11 - PROGRESS: at 12.81% examples, 690769 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:14:43,562 : INFO : EPOCH 11 - PROGRESS: at 13.15% examples, 691737 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:44,563 : INFO : EPOCH 11 - PROGRESS: at 13.52% examples, 692517 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:45,577 : INFO : EPOCH 11 - PROGRESS: at 13.88% examples, 693384 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:46,578 : INFO : EPOCH 11 - PROGRESS: at 14.26% examples, 694475 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:14:47,580 : INFO : EPOCH 11 - PROGRESS: at 14.62% examples, 695300 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:48,591 : INFO : EPOCH 11 - PROGRESS: at 14.98% examples, 695931 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:49,600 : INFO : EPOCH 11 - PROGRESS: at 15.29% examples, 696710 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:50,604 : INFO : EPOCH 11 - PROGRESS: at 15.65% examples, 697468 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:51,610 : INFO : EPOCH 11 - PROGRESS: at 16.02% examples, 698364 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:52,618 : INFO : EPOCH 11 - PROGRESS: at 16.40% examples, 698985 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:53,625 : INFO : EPOCH 11 - PROGRESS: at 16.75% examples, 699440 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:54,646 : INFO : EPOCH 11 - PROGRESS: at 17.10% examples, 700015 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:55,655 : INFO : EPOCH 11 - PROGRESS: at 17.47% examples, 700587 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:56,659 : INFO : EPOCH 11 - PROGRESS: at 17.84% examples, 701293 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:57,662 : INFO : EPOCH 11 - PROGRESS: at 18.21% examples, 701855 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:58,673 : INFO : EPOCH 11 - PROGRESS: at 18.57% examples, 702074 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:14:59,680 : INFO : EPOCH 11 - PROGRESS: at 18.90% examples, 702589 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:15:00,684 : INFO : EPOCH 11 - PROGRESS: at 19.25% examples, 703192 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:01,699 : INFO : EPOCH 11 - PROGRESS: at 19.60% examples, 703410 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:15:02,710 : INFO : EPOCH 11 - PROGRESS: at 19.96% examples, 703993 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:03,716 : INFO : EPOCH 11 - PROGRESS: at 20.31% examples, 704460 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:04,716 : INFO : EPOCH 11 - PROGRESS: at 20.69% examples, 704862 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:15:05,719 : INFO : EPOCH 11 - PROGRESS: at 21.06% examples, 705333 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:06,723 : INFO : EPOCH 11 - PROGRESS: at 21.45% examples, 705715 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:07,724 : INFO : EPOCH 11 - PROGRESS: at 21.82% examples, 706122 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:08,732 : INFO : EPOCH 11 - PROGRESS: at 22.16% examples, 706437 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:09,733 : INFO : EPOCH 11 - PROGRESS: at 22.52% examples, 706928 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:10,743 : INFO : EPOCH 11 - PROGRESS: at 22.91% examples, 707211 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:11,748 : INFO : EPOCH 11 - PROGRESS: at 23.27% examples, 707504 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:12,754 : INFO : EPOCH 11 - PROGRESS: at 23.60% examples, 707811 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:13,758 : INFO : EPOCH 11 - PROGRESS: at 23.99% examples, 708288 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:14,760 : INFO : EPOCH 11 - PROGRESS: at 24.35% examples, 708454 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:15,761 : INFO : EPOCH 11 - PROGRESS: at 24.71% examples, 708763 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:16,764 : INFO : EPOCH 11 - PROGRESS: at 25.05% examples, 709058 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:17,768 : INFO : EPOCH 11 - PROGRESS: at 25.40% examples, 709475 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:18,780 : INFO : EPOCH 11 - PROGRESS: at 25.74% examples, 709770 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:19,785 : INFO : EPOCH 11 - PROGRESS: at 26.09% examples, 710006 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:20,787 : INFO : EPOCH 11 - PROGRESS: at 26.45% examples, 710306 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:15:21,791 : INFO : EPOCH 11 - PROGRESS: at 26.80% examples, 710514 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:22,793 : INFO : EPOCH 11 - PROGRESS: at 27.17% examples, 710793 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:23,795 : INFO : EPOCH 11 - PROGRESS: at 27.53% examples, 711089 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:15:24,803 : INFO : EPOCH 11 - PROGRESS: at 27.89% examples, 711175 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:25,804 : INFO : EPOCH 11 - PROGRESS: at 28.27% examples, 711489 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:26,806 : INFO : EPOCH 11 - PROGRESS: at 28.64% examples, 711679 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:27,825 : INFO : EPOCH 11 - PROGRESS: at 29.00% examples, 711830 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:28,834 : INFO : EPOCH 11 - PROGRESS: at 29.37% examples, 712165 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:29,848 : INFO : EPOCH 11 - PROGRESS: at 29.72% examples, 712342 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:30,849 : INFO : EPOCH 11 - PROGRESS: at 30.09% examples, 712543 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:31,853 : INFO : EPOCH 11 - PROGRESS: at 30.45% examples, 712792 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:32,864 : INFO : EPOCH 11 - PROGRESS: at 30.84% examples, 712879 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:33,883 : INFO : EPOCH 11 - PROGRESS: at 31.20% examples, 713020 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:34,889 : INFO : EPOCH 11 - PROGRESS: at 31.54% examples, 713318 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:35,892 : INFO : EPOCH 11 - PROGRESS: at 31.87% examples, 713476 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:36,897 : INFO : EPOCH 11 - PROGRESS: at 32.21% examples, 713681 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:37,910 : INFO : EPOCH 11 - PROGRESS: at 32.58% examples, 713839 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:38,914 : INFO : EPOCH 11 - PROGRESS: at 32.96% examples, 714056 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:39,920 : INFO : EPOCH 11 - PROGRESS: at 33.36% examples, 714166 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:40,939 : INFO : EPOCH 11 - PROGRESS: at 33.73% examples, 714277 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:41,944 : INFO : EPOCH 11 - PROGRESS: at 34.12% examples, 714590 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:42,958 : INFO : EPOCH 11 - PROGRESS: at 34.47% examples, 714605 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:43,966 : INFO : EPOCH 11 - PROGRESS: at 34.84% examples, 714759 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:44,971 : INFO : EPOCH 11 - PROGRESS: at 35.19% examples, 714872 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:45,991 : INFO : EPOCH 11 - PROGRESS: at 35.55% examples, 714966 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:46,994 : INFO : EPOCH 11 - PROGRESS: at 35.90% examples, 715186 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:47,997 : INFO : EPOCH 11 - PROGRESS: at 36.24% examples, 715378 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:49,002 : INFO : EPOCH 11 - PROGRESS: at 36.59% examples, 715424 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:50,003 : INFO : EPOCH 11 - PROGRESS: at 36.95% examples, 715564 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:51,006 : INFO : EPOCH 11 - PROGRESS: at 37.30% examples, 715713 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:52,008 : INFO : EPOCH 11 - PROGRESS: at 37.65% examples, 715842 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:53,013 : INFO : EPOCH 11 - PROGRESS: at 38.00% examples, 715990 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:54,021 : INFO : EPOCH 11 - PROGRESS: at 38.37% examples, 716187 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:55,028 : INFO : EPOCH 11 - PROGRESS: at 38.72% examples, 716286 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:56,030 : INFO : EPOCH 11 - PROGRESS: at 39.08% examples, 716366 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:57,045 : INFO : EPOCH 11 - PROGRESS: at 39.43% examples, 716427 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:58,067 : INFO : EPOCH 11 - PROGRESS: at 39.78% examples, 716555 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:15:59,072 : INFO : EPOCH 11 - PROGRESS: at 40.12% examples, 716749 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:00,074 : INFO : EPOCH 11 - PROGRESS: at 40.45% examples, 716878 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:01,082 : INFO : EPOCH 11 - PROGRESS: at 40.80% examples, 717017 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:02,082 : INFO : EPOCH 11 - PROGRESS: at 41.18% examples, 717188 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:03,085 : INFO : EPOCH 11 - PROGRESS: at 41.54% examples, 717268 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:04,101 : INFO : EPOCH 11 - PROGRESS: at 41.91% examples, 717292 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:05,118 : INFO : EPOCH 11 - PROGRESS: at 42.27% examples, 717420 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:06,119 : INFO : EPOCH 11 - PROGRESS: at 42.62% examples, 717555 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:07,128 : INFO : EPOCH 11 - PROGRESS: at 42.97% examples, 717628 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:08,137 : INFO : EPOCH 11 - PROGRESS: at 43.33% examples, 717748 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:09,143 : INFO : EPOCH 11 - PROGRESS: at 43.72% examples, 717786 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:10,146 : INFO : EPOCH 11 - PROGRESS: at 44.05% examples, 717905 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:11,146 : INFO : EPOCH 11 - PROGRESS: at 44.38% examples, 717913 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:16:12,157 : INFO : EPOCH 11 - PROGRESS: at 44.74% examples, 718019 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:13,158 : INFO : EPOCH 11 - PROGRESS: at 45.06% examples, 718029 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:14,170 : INFO : EPOCH 11 - PROGRESS: at 45.43% examples, 718201 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:15,172 : INFO : EPOCH 11 - PROGRESS: at 45.77% examples, 718250 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:16,177 : INFO : EPOCH 11 - PROGRESS: at 46.12% examples, 718338 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:17,183 : INFO : EPOCH 11 - PROGRESS: at 46.47% examples, 718404 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:16:18,189 : INFO : EPOCH 11 - PROGRESS: at 46.86% examples, 718441 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:19,212 : INFO : EPOCH 11 - PROGRESS: at 47.24% examples, 718509 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:20,215 : INFO : EPOCH 11 - PROGRESS: at 47.60% examples, 718632 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:21,227 : INFO : EPOCH 11 - PROGRESS: at 48.00% examples, 718794 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:16:22,229 : INFO : EPOCH 11 - PROGRESS: at 48.35% examples, 718866 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:16:23,240 : INFO : EPOCH 11 - PROGRESS: at 48.73% examples, 718896 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:24,259 : INFO : EPOCH 11 - PROGRESS: at 49.08% examples, 719011 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:25,269 : INFO : EPOCH 11 - PROGRESS: at 49.44% examples, 719064 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:16:26,288 : INFO : EPOCH 11 - PROGRESS: at 49.82% examples, 719165 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:16:27,299 : INFO : EPOCH 11 - PROGRESS: at 50.18% examples, 719261 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:16:28,300 : INFO : EPOCH 11 - PROGRESS: at 50.52% examples, 719453 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:29,307 : INFO : EPOCH 11 - PROGRESS: at 50.89% examples, 719490 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:16:30,312 : INFO : EPOCH 11 - PROGRESS: at 51.23% examples, 719541 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:31,313 : INFO : EPOCH 11 - PROGRESS: at 51.57% examples, 719599 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:32,329 : INFO : EPOCH 11 - PROGRESS: at 51.93% examples, 719660 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:33,331 : INFO : EPOCH 11 - PROGRESS: at 52.28% examples, 719673 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:16:34,345 : INFO : EPOCH 11 - PROGRESS: at 52.62% examples, 719755 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:35,354 : INFO : EPOCH 11 - PROGRESS: at 52.97% examples, 719839 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:36,365 : INFO : EPOCH 11 - PROGRESS: at 53.31% examples, 719884 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:37,366 : INFO : EPOCH 11 - PROGRESS: at 53.65% examples, 719993 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:38,367 : INFO : EPOCH 11 - PROGRESS: at 54.02% examples, 720055 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:39,367 : INFO : EPOCH 11 - PROGRESS: at 54.35% examples, 720209 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:40,375 : INFO : EPOCH 11 - PROGRESS: at 54.67% examples, 720274 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:41,380 : INFO : EPOCH 11 - PROGRESS: at 55.04% examples, 720361 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:42,389 : INFO : EPOCH 11 - PROGRESS: at 55.38% examples, 720371 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:43,394 : INFO : EPOCH 11 - PROGRESS: at 55.74% examples, 720456 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:44,402 : INFO : EPOCH 11 - PROGRESS: at 56.10% examples, 720513 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:45,402 : INFO : EPOCH 11 - PROGRESS: at 56.43% examples, 720644 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:46,406 : INFO : EPOCH 11 - PROGRESS: at 56.80% examples, 720650 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:47,408 : INFO : EPOCH 11 - PROGRESS: at 57.15% examples, 720681 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:48,413 : INFO : EPOCH 11 - PROGRESS: at 57.50% examples, 720700 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:49,418 : INFO : EPOCH 11 - PROGRESS: at 57.86% examples, 720847 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:50,424 : INFO : EPOCH 11 - PROGRESS: at 58.20% examples, 720836 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:51,427 : INFO : EPOCH 11 - PROGRESS: at 58.57% examples, 720975 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:52,436 : INFO : EPOCH 11 - PROGRESS: at 58.92% examples, 721055 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:53,441 : INFO : EPOCH 11 - PROGRESS: at 59.26% examples, 721071 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:54,444 : INFO : EPOCH 11 - PROGRESS: at 59.61% examples, 721120 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:55,448 : INFO : EPOCH 11 - PROGRESS: at 59.97% examples, 721136 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:56,450 : INFO : EPOCH 11 - PROGRESS: at 60.32% examples, 721200 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:57,470 : INFO : EPOCH 11 - PROGRESS: at 60.67% examples, 721238 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:58,474 : INFO : EPOCH 11 - PROGRESS: at 61.00% examples, 721245 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:16:59,486 : INFO : EPOCH 11 - PROGRESS: at 61.31% examples, 721149 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:00,496 : INFO : EPOCH 11 - PROGRESS: at 61.63% examples, 720650 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:17:01,502 : INFO : EPOCH 11 - PROGRESS: at 61.96% examples, 720143 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:02,512 : INFO : EPOCH 11 - PROGRESS: at 62.24% examples, 719219 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:03,514 : INFO : EPOCH 11 - PROGRESS: at 62.61% examples, 719298 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:04,527 : INFO : EPOCH 11 - PROGRESS: at 62.97% examples, 719317 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:05,532 : INFO : EPOCH 11 - PROGRESS: at 63.35% examples, 719376 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:06,537 : INFO : EPOCH 11 - PROGRESS: at 63.75% examples, 719411 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:07,543 : INFO : EPOCH 11 - PROGRESS: at 64.10% examples, 719513 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:08,551 : INFO : EPOCH 11 - PROGRESS: at 64.43% examples, 719554 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:09,551 : INFO : EPOCH 11 - PROGRESS: at 64.76% examples, 719624 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:10,565 : INFO : EPOCH 11 - PROGRESS: at 65.12% examples, 719673 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:11,584 : INFO : EPOCH 11 - PROGRESS: at 65.46% examples, 719734 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:12,597 : INFO : EPOCH 11 - PROGRESS: at 65.82% examples, 719839 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:17:13,609 : INFO : EPOCH 11 - PROGRESS: at 66.17% examples, 719805 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:14,626 : INFO : EPOCH 11 - PROGRESS: at 66.53% examples, 719873 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:15,631 : INFO : EPOCH 11 - PROGRESS: at 66.90% examples, 719929 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:16,636 : INFO : EPOCH 11 - PROGRESS: at 67.24% examples, 720045 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:17,640 : INFO : EPOCH 11 - PROGRESS: at 67.60% examples, 720116 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:18,644 : INFO : EPOCH 11 - PROGRESS: at 67.94% examples, 720164 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:19,646 : INFO : EPOCH 11 - PROGRESS: at 68.31% examples, 720265 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:20,659 : INFO : EPOCH 11 - PROGRESS: at 68.67% examples, 720331 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:21,665 : INFO : EPOCH 11 - PROGRESS: at 69.02% examples, 720370 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:22,671 : INFO : EPOCH 11 - PROGRESS: at 69.37% examples, 720452 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:23,680 : INFO : EPOCH 11 - PROGRESS: at 69.71% examples, 720523 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:24,689 : INFO : EPOCH 11 - PROGRESS: at 70.05% examples, 720595 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:25,699 : INFO : EPOCH 11 - PROGRESS: at 70.39% examples, 720692 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:26,706 : INFO : EPOCH 11 - PROGRESS: at 70.77% examples, 720693 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:27,709 : INFO : EPOCH 11 - PROGRESS: at 71.14% examples, 720701 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:28,725 : INFO : EPOCH 11 - PROGRESS: at 71.51% examples, 720754 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:29,732 : INFO : EPOCH 11 - PROGRESS: at 71.84% examples, 720804 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:30,734 : INFO : EPOCH 11 - PROGRESS: at 72.18% examples, 720878 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:31,734 : INFO : EPOCH 11 - PROGRESS: at 72.54% examples, 720904 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:32,740 : INFO : EPOCH 11 - PROGRESS: at 72.90% examples, 720930 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:33,742 : INFO : EPOCH 11 - PROGRESS: at 73.26% examples, 720972 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:34,743 : INFO : EPOCH 11 - PROGRESS: at 73.60% examples, 720983 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:35,747 : INFO : EPOCH 11 - PROGRESS: at 73.96% examples, 721028 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:36,748 : INFO : EPOCH 11 - PROGRESS: at 74.31% examples, 721032 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:37,758 : INFO : EPOCH 11 - PROGRESS: at 74.66% examples, 721139 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:17:38,760 : INFO : EPOCH 11 - PROGRESS: at 74.98% examples, 721164 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:39,762 : INFO : EPOCH 11 - PROGRESS: at 75.33% examples, 721241 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:40,762 : INFO : EPOCH 11 - PROGRESS: at 75.68% examples, 721331 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:41,763 : INFO : EPOCH 11 - PROGRESS: at 76.01% examples, 721418 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:17:42,769 : INFO : EPOCH 11 - PROGRESS: at 76.35% examples, 721474 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:43,777 : INFO : EPOCH 11 - PROGRESS: at 76.71% examples, 721499 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:44,778 : INFO : EPOCH 11 - PROGRESS: at 77.05% examples, 721565 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:45,789 : INFO : EPOCH 11 - PROGRESS: at 77.42% examples, 721563 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:46,793 : INFO : EPOCH 11 - PROGRESS: at 77.77% examples, 721553 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:17:47,793 : INFO : EPOCH 11 - PROGRESS: at 78.13% examples, 721667 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:48,799 : INFO : EPOCH 11 - PROGRESS: at 78.47% examples, 721709 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:49,804 : INFO : EPOCH 11 - PROGRESS: at 78.83% examples, 721742 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:50,804 : INFO : EPOCH 11 - PROGRESS: at 79.18% examples, 721823 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:51,811 : INFO : EPOCH 11 - PROGRESS: at 79.52% examples, 721832 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:52,812 : INFO : EPOCH 11 - PROGRESS: at 79.90% examples, 721895 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:53,821 : INFO : EPOCH 11 - PROGRESS: at 80.25% examples, 721903 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:54,821 : INFO : EPOCH 11 - PROGRESS: at 80.62% examples, 721911 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:55,829 : INFO : EPOCH 11 - PROGRESS: at 80.97% examples, 721948 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:56,830 : INFO : EPOCH 11 - PROGRESS: at 81.31% examples, 722042 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:57,833 : INFO : EPOCH 11 - PROGRESS: at 81.64% examples, 722038 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:58,843 : INFO : EPOCH 11 - PROGRESS: at 82.00% examples, 722077 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:17:59,854 : INFO : EPOCH 11 - PROGRESS: at 82.35% examples, 722127 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:00,854 : INFO : EPOCH 11 - PROGRESS: at 82.69% examples, 722175 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:18:01,854 : INFO : EPOCH 11 - PROGRESS: at 83.03% examples, 722251 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:02,858 : INFO : EPOCH 11 - PROGRESS: at 83.38% examples, 722275 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:03,861 : INFO : EPOCH 11 - PROGRESS: at 83.73% examples, 722313 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:04,873 : INFO : EPOCH 11 - PROGRESS: at 84.10% examples, 722301 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:05,876 : INFO : EPOCH 11 - PROGRESS: at 84.46% examples, 722387 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:06,879 : INFO : EPOCH 11 - PROGRESS: at 84.79% examples, 722405 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:07,889 : INFO : EPOCH 11 - PROGRESS: at 85.17% examples, 722411 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:08,890 : INFO : EPOCH 11 - PROGRESS: at 85.53% examples, 722476 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:09,898 : INFO : EPOCH 11 - PROGRESS: at 85.87% examples, 722489 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:10,911 : INFO : EPOCH 11 - PROGRESS: at 86.20% examples, 722539 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:11,915 : INFO : EPOCH 11 - PROGRESS: at 86.57% examples, 722572 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:12,917 : INFO : EPOCH 11 - PROGRESS: at 86.91% examples, 722628 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:13,929 : INFO : EPOCH 11 - PROGRESS: at 87.28% examples, 722654 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:14,939 : INFO : EPOCH 11 - PROGRESS: at 87.62% examples, 722689 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:15,949 : INFO : EPOCH 11 - PROGRESS: at 87.98% examples, 722729 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:16,951 : INFO : EPOCH 11 - PROGRESS: at 88.33% examples, 722732 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:18:17,953 : INFO : EPOCH 11 - PROGRESS: at 88.66% examples, 722842 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:18,956 : INFO : EPOCH 11 - PROGRESS: at 89.01% examples, 722871 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:19,957 : INFO : EPOCH 11 - PROGRESS: at 89.36% examples, 722875 words/s, in_qsize 8, out_qsize 1
2020-07-24 05:18:20,964 : INFO : EPOCH 11 - PROGRESS: at 89.69% examples, 722915 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:21,971 : INFO : EPOCH 11 - PROGRESS: at 90.06% examples, 722964 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:22,973 : INFO : EPOCH 11 - PROGRESS: at 90.41% examples, 722998 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:23,974 : INFO : EPOCH 11 - PROGRESS: at 90.80% examples, 723000 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:24,975 : INFO : EPOCH 11 - PROGRESS: at 91.15% examples, 723026 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:25,976 : INFO : EPOCH 11 - PROGRESS: at 91.50% examples, 723092 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:26,978 : INFO : EPOCH 11 - PROGRESS: at 91.86% examples, 723106 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:27,983 : INFO : EPOCH 11 - PROGRESS: at 92.24% examples, 723100 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:28,995 : INFO : EPOCH 11 - PROGRESS: at 92.60% examples, 723123 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:29,995 : INFO : EPOCH 11 - PROGRESS: at 92.94% examples, 723157 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:31,003 : INFO : EPOCH 11 - PROGRESS: at 93.28% examples, 723216 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:32,004 : INFO : EPOCH 11 - PROGRESS: at 93.59% examples, 723329 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:33,028 : INFO : EPOCH 11 - PROGRESS: at 93.93% examples, 723330 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:34,028 : INFO : EPOCH 11 - PROGRESS: at 94.29% examples, 723361 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:35,030 : INFO : EPOCH 11 - PROGRESS: at 94.62% examples, 723411 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:36,042 : INFO : EPOCH 11 - PROGRESS: at 95.00% examples, 723408 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:37,043 : INFO : EPOCH 11 - PROGRESS: at 95.34% examples, 723421 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:38,048 : INFO : EPOCH 11 - PROGRESS: at 95.71% examples, 723465 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:39,050 : INFO : EPOCH 11 - PROGRESS: at 96.05% examples, 723490 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:40,060 : INFO : EPOCH 11 - PROGRESS: at 96.40% examples, 723519 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:41,060 : INFO : EPOCH 11 - PROGRESS: at 96.75% examples, 723560 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:18:42,065 : INFO : EPOCH 11 - PROGRESS: at 97.11% examples, 723605 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:43,079 : INFO : EPOCH 11 - PROGRESS: at 97.47% examples, 723587 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:44,093 : INFO : EPOCH 11 - PROGRESS: at 97.81% examples, 723598 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:45,097 : INFO : EPOCH 11 - PROGRESS: at 98.16% examples, 723680 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:46,097 : INFO : EPOCH 11 - PROGRESS: at 98.51% examples, 723692 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:47,097 : INFO : EPOCH 11 - PROGRESS: at 98.88% examples, 723730 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:48,107 : INFO : EPOCH 11 - PROGRESS: at 99.24% examples, 723749 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:49,109 : INFO : EPOCH 11 - PROGRESS: at 99.61% examples, 723783 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:50,099 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 05:18:50,113 : INFO : EPOCH 11 - PROGRESS: at 99.99% examples, 723793 words/s, in_qsize 2, out_qsize 1
2020-07-24 05:18:50,113 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 05:18:50,114 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 05:18:50,117 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 05:18:50,118 : INFO : EPOCH - 11 : training on 266670914 raw words (206936842 effective words) took 285.9s, 723821 effective words/s
2020-07-24 05:18:51,123 : INFO : EPOCH 12 - PROGRESS: at 0.32% examples, 712832 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:18:52,123 : INFO : EPOCH 12 - PROGRESS: at 0.65% examples, 720728 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:53,127 : INFO : EPOCH 12 - PROGRESS: at 0.99% examples, 722865 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:18:54,128 : INFO : EPOCH 12 - PROGRESS: at 1.33% examples, 726510 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:55,134 : INFO : EPOCH 12 - PROGRESS: at 1.67% examples, 727141 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:56,142 : INFO : EPOCH 12 - PROGRESS: at 2.04% examples, 728041 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:57,153 : INFO : EPOCH 12 - PROGRESS: at 2.40% examples, 726445 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:58,155 : INFO : EPOCH 12 - PROGRESS: at 2.74% examples, 727236 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:18:59,156 : INFO : EPOCH 12 - PROGRESS: at 3.11% examples, 726290 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:00,158 : INFO : EPOCH 12 - PROGRESS: at 3.46% examples, 726812 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:01,165 : INFO : EPOCH 12 - PROGRESS: at 3.84% examples, 727319 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:02,171 : INFO : EPOCH 12 - PROGRESS: at 4.17% examples, 727231 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:03,190 : INFO : EPOCH 12 - PROGRESS: at 4.52% examples, 727645 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:04,196 : INFO : EPOCH 12 - PROGRESS: at 4.89% examples, 728105 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:05,197 : INFO : EPOCH 12 - PROGRESS: at 5.25% examples, 728149 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:06,202 : INFO : EPOCH 12 - PROGRESS: at 5.61% examples, 727913 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:07,224 : INFO : EPOCH 12 - PROGRESS: at 5.95% examples, 727970 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:19:08,225 : INFO : EPOCH 12 - PROGRESS: at 6.32% examples, 728379 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:09,226 : INFO : EPOCH 12 - PROGRESS: at 6.68% examples, 727798 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:10,233 : INFO : EPOCH 12 - PROGRESS: at 7.05% examples, 727674 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:19:11,235 : INFO : EPOCH 12 - PROGRESS: at 7.41% examples, 728237 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:12,239 : INFO : EPOCH 12 - PROGRESS: at 7.79% examples, 727921 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:13,241 : INFO : EPOCH 12 - PROGRESS: at 8.15% examples, 727980 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:14,254 : INFO : EPOCH 12 - PROGRESS: at 8.51% examples, 727854 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:15,262 : INFO : EPOCH 12 - PROGRESS: at 8.88% examples, 727984 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:16,263 : INFO : EPOCH 12 - PROGRESS: at 9.24% examples, 728518 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:17,265 : INFO : EPOCH 12 - PROGRESS: at 9.56% examples, 728648 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:18,287 : INFO : EPOCH 12 - PROGRESS: at 9.93% examples, 728474 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:19,291 : INFO : EPOCH 12 - PROGRESS: at 10.30% examples, 728827 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:20,295 : INFO : EPOCH 12 - PROGRESS: at 10.65% examples, 728844 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:21,316 : INFO : EPOCH 12 - PROGRESS: at 11.02% examples, 728763 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:19:22,330 : INFO : EPOCH 12 - PROGRESS: at 11.37% examples, 729040 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:23,340 : INFO : EPOCH 12 - PROGRESS: at 11.73% examples, 729371 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:24,349 : INFO : EPOCH 12 - PROGRESS: at 12.09% examples, 729598 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:25,351 : INFO : EPOCH 12 - PROGRESS: at 12.44% examples, 729371 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:26,365 : INFO : EPOCH 12 - PROGRESS: at 12.79% examples, 729518 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:27,368 : INFO : EPOCH 12 - PROGRESS: at 13.14% examples, 730038 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:19:28,373 : INFO : EPOCH 12 - PROGRESS: at 13.52% examples, 730009 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:29,393 : INFO : EPOCH 12 - PROGRESS: at 13.88% examples, 729887 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:30,393 : INFO : EPOCH 12 - PROGRESS: at 14.25% examples, 729953 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:31,397 : INFO : EPOCH 12 - PROGRESS: at 14.60% examples, 729747 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:32,399 : INFO : EPOCH 12 - PROGRESS: at 14.96% examples, 729622 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:33,405 : INFO : EPOCH 12 - PROGRESS: at 15.28% examples, 729728 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:34,419 : INFO : EPOCH 12 - PROGRESS: at 15.64% examples, 729843 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:19:35,435 : INFO : EPOCH 12 - PROGRESS: at 16.01% examples, 729944 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:36,437 : INFO : EPOCH 12 - PROGRESS: at 16.39% examples, 730143 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:37,446 : INFO : EPOCH 12 - PROGRESS: at 16.75% examples, 730052 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:38,447 : INFO : EPOCH 12 - PROGRESS: at 17.09% examples, 730002 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:39,448 : INFO : EPOCH 12 - PROGRESS: at 17.44% examples, 729317 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:40,457 : INFO : EPOCH 12 - PROGRESS: at 17.78% examples, 728564 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:41,461 : INFO : EPOCH 12 - PROGRESS: at 18.12% examples, 727736 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:42,462 : INFO : EPOCH 12 - PROGRESS: at 18.43% examples, 725088 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:43,466 : INFO : EPOCH 12 - PROGRESS: at 18.78% examples, 724948 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:19:44,473 : INFO : EPOCH 12 - PROGRESS: at 19.12% examples, 725133 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:45,473 : INFO : EPOCH 12 - PROGRESS: at 19.45% examples, 725104 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:46,489 : INFO : EPOCH 12 - PROGRESS: at 19.82% examples, 725132 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:47,489 : INFO : EPOCH 12 - PROGRESS: at 20.18% examples, 725280 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:19:48,495 : INFO : EPOCH 12 - PROGRESS: at 20.54% examples, 725355 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:49,500 : INFO : EPOCH 12 - PROGRESS: at 20.91% examples, 725512 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:50,504 : INFO : EPOCH 12 - PROGRESS: at 21.29% examples, 725575 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:51,508 : INFO : EPOCH 12 - PROGRESS: at 21.67% examples, 725517 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:52,515 : INFO : EPOCH 12 - PROGRESS: at 22.02% examples, 725575 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:53,525 : INFO : EPOCH 12 - PROGRESS: at 22.38% examples, 725632 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:54,526 : INFO : EPOCH 12 - PROGRESS: at 22.75% examples, 725791 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:55,529 : INFO : EPOCH 12 - PROGRESS: at 23.11% examples, 725714 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:56,540 : INFO : EPOCH 12 - PROGRESS: at 23.46% examples, 725887 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:57,541 : INFO : EPOCH 12 - PROGRESS: at 23.83% examples, 725843 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:58,541 : INFO : EPOCH 12 - PROGRESS: at 24.20% examples, 726046 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:19:59,543 : INFO : EPOCH 12 - PROGRESS: at 24.56% examples, 726007 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:00,550 : INFO : EPOCH 12 - PROGRESS: at 24.93% examples, 726029 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:20:01,551 : INFO : EPOCH 12 - PROGRESS: at 25.25% examples, 726064 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:02,551 : INFO : EPOCH 12 - PROGRESS: at 25.59% examples, 726424 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:03,558 : INFO : EPOCH 12 - PROGRESS: at 25.96% examples, 726375 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:20:04,560 : INFO : EPOCH 12 - PROGRESS: at 26.31% examples, 726539 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:05,565 : INFO : EPOCH 12 - PROGRESS: at 26.67% examples, 726686 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:06,567 : INFO : EPOCH 12 - PROGRESS: at 27.03% examples, 726666 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:07,571 : INFO : EPOCH 12 - PROGRESS: at 27.40% examples, 726776 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:08,576 : INFO : EPOCH 12 - PROGRESS: at 27.76% examples, 726846 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:09,582 : INFO : EPOCH 12 - PROGRESS: at 28.14% examples, 726776 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:10,585 : INFO : EPOCH 12 - PROGRESS: at 28.51% examples, 726975 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:11,588 : INFO : EPOCH 12 - PROGRESS: at 28.86% examples, 726980 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:12,593 : INFO : EPOCH 12 - PROGRESS: at 29.24% examples, 727149 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:13,598 : INFO : EPOCH 12 - PROGRESS: at 29.57% examples, 727073 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:14,620 : INFO : EPOCH 12 - PROGRESS: at 29.95% examples, 727012 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:20:15,626 : INFO : EPOCH 12 - PROGRESS: at 30.32% examples, 727102 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:16,632 : INFO : EPOCH 12 - PROGRESS: at 30.68% examples, 727175 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:17,636 : INFO : EPOCH 12 - PROGRESS: at 31.06% examples, 727131 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:18,638 : INFO : EPOCH 12 - PROGRESS: at 31.41% examples, 727134 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:19,651 : INFO : EPOCH 12 - PROGRESS: at 31.74% examples, 727227 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:20,661 : INFO : EPOCH 12 - PROGRESS: at 32.09% examples, 727305 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:21,661 : INFO : EPOCH 12 - PROGRESS: at 32.45% examples, 727419 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:22,674 : INFO : EPOCH 12 - PROGRESS: at 32.80% examples, 727406 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:20:23,677 : INFO : EPOCH 12 - PROGRESS: at 33.19% examples, 727235 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:24,691 : INFO : EPOCH 12 - PROGRESS: at 33.59% examples, 727339 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:25,700 : INFO : EPOCH 12 - PROGRESS: at 33.94% examples, 727384 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:26,701 : INFO : EPOCH 12 - PROGRESS: at 34.32% examples, 727381 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:27,704 : INFO : EPOCH 12 - PROGRESS: at 34.69% examples, 727516 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:28,711 : INFO : EPOCH 12 - PROGRESS: at 35.06% examples, 727436 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:29,716 : INFO : EPOCH 12 - PROGRESS: at 35.40% examples, 727500 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:30,723 : INFO : EPOCH 12 - PROGRESS: at 35.76% examples, 727414 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:31,730 : INFO : EPOCH 12 - PROGRESS: at 36.09% examples, 727544 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:32,735 : INFO : EPOCH 12 - PROGRESS: at 36.44% examples, 727530 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:33,756 : INFO : EPOCH 12 - PROGRESS: at 36.81% examples, 727495 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:34,761 : INFO : EPOCH 12 - PROGRESS: at 37.16% examples, 727608 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:35,770 : INFO : EPOCH 12 - PROGRESS: at 37.53% examples, 727671 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:36,773 : INFO : EPOCH 12 - PROGRESS: at 37.88% examples, 727785 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:37,776 : INFO : EPOCH 12 - PROGRESS: at 38.23% examples, 727805 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:38,797 : INFO : EPOCH 12 - PROGRESS: at 38.59% examples, 727736 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:20:39,799 : INFO : EPOCH 12 - PROGRESS: at 38.95% examples, 727811 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:20:40,810 : INFO : EPOCH 12 - PROGRESS: at 39.29% examples, 727798 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:20:41,810 : INFO : EPOCH 12 - PROGRESS: at 39.66% examples, 727967 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:42,819 : INFO : EPOCH 12 - PROGRESS: at 40.00% examples, 728041 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:43,837 : INFO : EPOCH 12 - PROGRESS: at 40.34% examples, 727974 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:20:44,848 : INFO : EPOCH 12 - PROGRESS: at 40.68% examples, 728109 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:45,859 : INFO : EPOCH 12 - PROGRESS: at 41.06% examples, 728107 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:46,880 : INFO : EPOCH 12 - PROGRESS: at 41.43% examples, 728095 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:20:47,892 : INFO : EPOCH 12 - PROGRESS: at 41.79% examples, 728175 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:48,903 : INFO : EPOCH 12 - PROGRESS: at 42.16% examples, 728081 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:49,909 : INFO : EPOCH 12 - PROGRESS: at 42.51% examples, 728206 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:50,911 : INFO : EPOCH 12 - PROGRESS: at 42.84% examples, 728149 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:51,913 : INFO : EPOCH 12 - PROGRESS: at 43.22% examples, 728251 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:52,915 : INFO : EPOCH 12 - PROGRESS: at 43.58% examples, 728212 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:53,927 : INFO : EPOCH 12 - PROGRESS: at 43.95% examples, 728287 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:20:54,930 : INFO : EPOCH 12 - PROGRESS: at 44.29% examples, 728254 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:55,939 : INFO : EPOCH 12 - PROGRESS: at 44.64% examples, 728277 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:56,939 : INFO : EPOCH 12 - PROGRESS: at 44.97% examples, 728349 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:57,948 : INFO : EPOCH 12 - PROGRESS: at 45.31% examples, 728465 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:58,959 : INFO : EPOCH 12 - PROGRESS: at 45.68% examples, 728471 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:20:59,963 : INFO : EPOCH 12 - PROGRESS: at 46.02% examples, 728510 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:21:00,964 : INFO : EPOCH 12 - PROGRESS: at 46.37% examples, 728555 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:01,978 : INFO : EPOCH 12 - PROGRESS: at 46.76% examples, 728475 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:02,994 : INFO : EPOCH 12 - PROGRESS: at 47.14% examples, 728453 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:04,003 : INFO : EPOCH 12 - PROGRESS: at 47.52% examples, 728518 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:05,012 : INFO : EPOCH 12 - PROGRESS: at 47.89% examples, 728542 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:06,013 : INFO : EPOCH 12 - PROGRESS: at 48.27% examples, 728482 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:07,016 : INFO : EPOCH 12 - PROGRESS: at 48.63% examples, 728583 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:08,033 : INFO : EPOCH 12 - PROGRESS: at 48.98% examples, 728607 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:09,034 : INFO : EPOCH 12 - PROGRESS: at 49.33% examples, 728667 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:10,038 : INFO : EPOCH 12 - PROGRESS: at 49.73% examples, 728665 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:11,046 : INFO : EPOCH 12 - PROGRESS: at 50.08% examples, 728663 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:12,050 : INFO : EPOCH 12 - PROGRESS: at 50.42% examples, 728766 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:13,059 : INFO : EPOCH 12 - PROGRESS: at 50.79% examples, 728768 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:14,062 : INFO : EPOCH 12 - PROGRESS: at 51.14% examples, 728848 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:15,078 : INFO : EPOCH 12 - PROGRESS: at 51.49% examples, 728825 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:16,088 : INFO : EPOCH 12 - PROGRESS: at 51.84% examples, 728898 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:17,090 : INFO : EPOCH 12 - PROGRESS: at 52.20% examples, 728844 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:18,099 : INFO : EPOCH 12 - PROGRESS: at 52.52% examples, 728865 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:19,100 : INFO : EPOCH 12 - PROGRESS: at 52.89% examples, 728834 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:20,106 : INFO : EPOCH 12 - PROGRESS: at 53.23% examples, 728845 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:21,114 : INFO : EPOCH 12 - PROGRESS: at 53.56% examples, 728930 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:22,125 : INFO : EPOCH 12 - PROGRESS: at 53.92% examples, 728948 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:23,141 : INFO : EPOCH 12 - PROGRESS: at 54.27% examples, 728957 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:24,157 : INFO : EPOCH 12 - PROGRESS: at 54.60% examples, 729068 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:21:25,158 : INFO : EPOCH 12 - PROGRESS: at 54.96% examples, 729115 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:26,160 : INFO : EPOCH 12 - PROGRESS: at 55.30% examples, 729110 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:27,171 : INFO : EPOCH 12 - PROGRESS: at 55.66% examples, 729128 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:28,178 : INFO : EPOCH 12 - PROGRESS: at 56.01% examples, 729109 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:29,178 : INFO : EPOCH 12 - PROGRESS: at 56.36% examples, 729209 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:30,185 : INFO : EPOCH 12 - PROGRESS: at 56.71% examples, 729183 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:31,189 : INFO : EPOCH 12 - PROGRESS: at 57.08% examples, 729243 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:32,196 : INFO : EPOCH 12 - PROGRESS: at 57.44% examples, 729227 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:33,203 : INFO : EPOCH 12 - PROGRESS: at 57.79% examples, 729259 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:34,217 : INFO : EPOCH 12 - PROGRESS: at 58.16% examples, 729350 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:35,223 : INFO : EPOCH 12 - PROGRESS: at 58.50% examples, 729380 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:36,230 : INFO : EPOCH 12 - PROGRESS: at 58.86% examples, 729437 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:37,241 : INFO : EPOCH 12 - PROGRESS: at 59.21% examples, 729403 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:38,244 : INFO : EPOCH 12 - PROGRESS: at 59.55% examples, 729442 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:39,255 : INFO : EPOCH 12 - PROGRESS: at 59.91% examples, 729453 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:40,256 : INFO : EPOCH 12 - PROGRESS: at 60.28% examples, 729464 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:41,260 : INFO : EPOCH 12 - PROGRESS: at 60.62% examples, 729490 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:42,262 : INFO : EPOCH 12 - PROGRESS: at 60.95% examples, 729473 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:43,267 : INFO : EPOCH 12 - PROGRESS: at 61.28% examples, 729484 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:44,293 : INFO : EPOCH 12 - PROGRESS: at 61.64% examples, 729477 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:45,294 : INFO : EPOCH 12 - PROGRESS: at 62.02% examples, 729534 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:46,302 : INFO : EPOCH 12 - PROGRESS: at 62.39% examples, 729445 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:47,306 : INFO : EPOCH 12 - PROGRESS: at 62.74% examples, 729546 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:48,313 : INFO : EPOCH 12 - PROGRESS: at 63.12% examples, 729479 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:49,323 : INFO : EPOCH 12 - PROGRESS: at 63.50% examples, 729540 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:50,338 : INFO : EPOCH 12 - PROGRESS: at 63.90% examples, 729472 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:51,343 : INFO : EPOCH 12 - PROGRESS: at 64.24% examples, 729489 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:21:52,349 : INFO : EPOCH 12 - PROGRESS: at 64.57% examples, 729512 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:53,350 : INFO : EPOCH 12 - PROGRESS: at 64.91% examples, 729538 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:54,370 : INFO : EPOCH 12 - PROGRESS: at 65.27% examples, 729583 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:55,370 : INFO : EPOCH 12 - PROGRESS: at 65.61% examples, 729614 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:56,394 : INFO : EPOCH 12 - PROGRESS: at 65.97% examples, 729663 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:57,408 : INFO : EPOCH 12 - PROGRESS: at 66.34% examples, 729626 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:21:58,412 : INFO : EPOCH 12 - PROGRESS: at 66.70% examples, 729723 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:21:59,419 : INFO : EPOCH 12 - PROGRESS: at 67.06% examples, 729713 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:00,431 : INFO : EPOCH 12 - PROGRESS: at 67.40% examples, 729724 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:01,438 : INFO : EPOCH 12 - PROGRESS: at 67.76% examples, 729725 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:02,441 : INFO : EPOCH 12 - PROGRESS: at 68.12% examples, 729775 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:03,442 : INFO : EPOCH 12 - PROGRESS: at 68.45% examples, 729753 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:04,444 : INFO : EPOCH 12 - PROGRESS: at 68.81% examples, 729779 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:05,445 : INFO : EPOCH 12 - PROGRESS: at 69.17% examples, 729826 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:06,451 : INFO : EPOCH 12 - PROGRESS: at 69.51% examples, 729835 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:07,458 : INFO : EPOCH 12 - PROGRESS: at 69.86% examples, 729832 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:08,485 : INFO : EPOCH 12 - PROGRESS: at 70.20% examples, 729819 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:09,498 : INFO : EPOCH 12 - PROGRESS: at 70.56% examples, 729859 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:10,508 : INFO : EPOCH 12 - PROGRESS: at 70.94% examples, 729856 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:11,509 : INFO : EPOCH 12 - PROGRESS: at 71.30% examples, 729850 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:22:12,516 : INFO : EPOCH 12 - PROGRESS: at 71.66% examples, 729838 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:22:13,527 : INFO : EPOCH 12 - PROGRESS: at 71.99% examples, 729871 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:14,528 : INFO : EPOCH 12 - PROGRESS: at 72.34% examples, 729893 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:15,538 : INFO : EPOCH 12 - PROGRESS: at 72.70% examples, 729886 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:16,538 : INFO : EPOCH 12 - PROGRESS: at 73.07% examples, 729921 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:17,542 : INFO : EPOCH 12 - PROGRESS: at 73.42% examples, 729842 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:18,546 : INFO : EPOCH 12 - PROGRESS: at 73.76% examples, 729833 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:19,549 : INFO : EPOCH 12 - PROGRESS: at 74.10% examples, 729688 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:20,561 : INFO : EPOCH 12 - PROGRESS: at 74.45% examples, 729589 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:22:21,577 : INFO : EPOCH 12 - PROGRESS: at 74.76% examples, 729295 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:22,578 : INFO : EPOCH 12 - PROGRESS: at 75.04% examples, 728726 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:23,580 : INFO : EPOCH 12 - PROGRESS: at 75.39% examples, 728793 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:24,603 : INFO : EPOCH 12 - PROGRESS: at 75.73% examples, 728796 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:25,616 : INFO : EPOCH 12 - PROGRESS: at 76.07% examples, 728843 words/s, in_qsize 8, out_qsize 1
2020-07-24 05:22:26,620 : INFO : EPOCH 12 - PROGRESS: at 76.42% examples, 728916 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:27,621 : INFO : EPOCH 12 - PROGRESS: at 76.77% examples, 728926 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:28,632 : INFO : EPOCH 12 - PROGRESS: at 77.11% examples, 728932 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:29,639 : INFO : EPOCH 12 - PROGRESS: at 77.49% examples, 728954 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:30,646 : INFO : EPOCH 12 - PROGRESS: at 77.85% examples, 728975 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:31,662 : INFO : EPOCH 12 - PROGRESS: at 78.21% examples, 728966 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:32,667 : INFO : EPOCH 12 - PROGRESS: at 78.55% examples, 729055 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:33,671 : INFO : EPOCH 12 - PROGRESS: at 78.91% examples, 729054 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:34,694 : INFO : EPOCH 12 - PROGRESS: at 79.25% examples, 729076 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:35,702 : INFO : EPOCH 12 - PROGRESS: at 79.61% examples, 729056 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:36,704 : INFO : EPOCH 12 - PROGRESS: at 79.98% examples, 729097 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:37,716 : INFO : EPOCH 12 - PROGRESS: at 80.33% examples, 729052 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:38,722 : INFO : EPOCH 12 - PROGRESS: at 80.70% examples, 729072 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:39,726 : INFO : EPOCH 12 - PROGRESS: at 81.06% examples, 729061 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:40,729 : INFO : EPOCH 12 - PROGRESS: at 81.39% examples, 729053 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:41,731 : INFO : EPOCH 12 - PROGRESS: at 81.74% examples, 729079 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:42,739 : INFO : EPOCH 12 - PROGRESS: at 82.10% examples, 729096 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:43,755 : INFO : EPOCH 12 - PROGRESS: at 82.44% examples, 729084 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:44,756 : INFO : EPOCH 12 - PROGRESS: at 82.78% examples, 729126 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:45,768 : INFO : EPOCH 12 - PROGRESS: at 83.12% examples, 729115 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:46,777 : INFO : EPOCH 12 - PROGRESS: at 83.49% examples, 729150 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:22:47,797 : INFO : EPOCH 12 - PROGRESS: at 83.83% examples, 729143 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:48,811 : INFO : EPOCH 12 - PROGRESS: at 84.20% examples, 729130 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:49,816 : INFO : EPOCH 12 - PROGRESS: at 84.56% examples, 729141 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:50,822 : INFO : EPOCH 12 - PROGRESS: at 84.91% examples, 729152 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:51,825 : INFO : EPOCH 12 - PROGRESS: at 85.27% examples, 729125 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:52,830 : INFO : EPOCH 12 - PROGRESS: at 85.62% examples, 729115 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:53,832 : INFO : EPOCH 12 - PROGRESS: at 85.95% examples, 729117 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:54,846 : INFO : EPOCH 12 - PROGRESS: at 86.30% examples, 729108 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:55,852 : INFO : EPOCH 12 - PROGRESS: at 86.66% examples, 729143 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:22:56,865 : INFO : EPOCH 12 - PROGRESS: at 87.03% examples, 729211 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:57,866 : INFO : EPOCH 12 - PROGRESS: at 87.39% examples, 729251 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:58,875 : INFO : EPOCH 12 - PROGRESS: at 87.72% examples, 729261 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:22:59,881 : INFO : EPOCH 12 - PROGRESS: at 88.09% examples, 729294 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:00,888 : INFO : EPOCH 12 - PROGRESS: at 88.43% examples, 729274 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:01,891 : INFO : EPOCH 12 - PROGRESS: at 88.76% examples, 729288 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:02,891 : INFO : EPOCH 12 - PROGRESS: at 89.10% examples, 729275 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:23:03,894 : INFO : EPOCH 12 - PROGRESS: at 89.45% examples, 729260 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:04,895 : INFO : EPOCH 12 - PROGRESS: at 89.79% examples, 729272 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:05,898 : INFO : EPOCH 12 - PROGRESS: at 90.16% examples, 729274 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:23:06,901 : INFO : EPOCH 12 - PROGRESS: at 90.50% examples, 729284 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:07,912 : INFO : EPOCH 12 - PROGRESS: at 90.88% examples, 729240 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:08,933 : INFO : EPOCH 12 - PROGRESS: at 91.24% examples, 729212 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:09,935 : INFO : EPOCH 12 - PROGRESS: at 91.60% examples, 729291 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:10,941 : INFO : EPOCH 12 - PROGRESS: at 91.97% examples, 729277 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:11,966 : INFO : EPOCH 12 - PROGRESS: at 92.36% examples, 729253 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:12,971 : INFO : EPOCH 12 - PROGRESS: at 92.71% examples, 729250 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:13,976 : INFO : EPOCH 12 - PROGRESS: at 93.05% examples, 729318 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:14,981 : INFO : EPOCH 12 - PROGRESS: at 93.37% examples, 729377 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:15,985 : INFO : EPOCH 12 - PROGRESS: at 93.71% examples, 729423 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:23:16,986 : INFO : EPOCH 12 - PROGRESS: at 94.06% examples, 729484 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:17,994 : INFO : EPOCH 12 - PROGRESS: at 94.41% examples, 729509 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:18,997 : INFO : EPOCH 12 - PROGRESS: at 94.76% examples, 729465 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:19,997 : INFO : EPOCH 12 - PROGRESS: at 95.10% examples, 729509 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:21,002 : INFO : EPOCH 12 - PROGRESS: at 95.47% examples, 729515 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:22,016 : INFO : EPOCH 12 - PROGRESS: at 95.83% examples, 729483 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:23,031 : INFO : EPOCH 12 - PROGRESS: at 96.16% examples, 729482 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:24,038 : INFO : EPOCH 12 - PROGRESS: at 96.53% examples, 729532 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:25,055 : INFO : EPOCH 12 - PROGRESS: at 96.88% examples, 729512 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:26,065 : INFO : EPOCH 12 - PROGRESS: at 97.23% examples, 729506 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:27,065 : INFO : EPOCH 12 - PROGRESS: at 97.59% examples, 729478 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:28,070 : INFO : EPOCH 12 - PROGRESS: at 97.92% examples, 729527 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:29,081 : INFO : EPOCH 12 - PROGRESS: at 98.29% examples, 729556 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:30,089 : INFO : EPOCH 12 - PROGRESS: at 98.63% examples, 729567 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:31,103 : INFO : EPOCH 12 - PROGRESS: at 99.01% examples, 729532 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:32,109 : INFO : EPOCH 12 - PROGRESS: at 99.38% examples, 729553 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:33,113 : INFO : EPOCH 12 - PROGRESS: at 99.75% examples, 729617 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:33,738 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 05:23:33,748 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 05:23:33,754 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 05:23:33,755 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 05:23:33,755 : INFO : EPOCH - 12 : training on 266670914 raw words (206936005 effective words) took 283.6s, 729586 effective words/s
2020-07-24 05:23:34,760 : INFO : EPOCH 13 - PROGRESS: at 0.32% examples, 714572 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:35,762 : INFO : EPOCH 13 - PROGRESS: at 0.65% examples, 724859 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:36,771 : INFO : EPOCH 13 - PROGRESS: at 0.99% examples, 722224 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:37,786 : INFO : EPOCH 13 - PROGRESS: at 1.31% examples, 710054 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:38,786 : INFO : EPOCH 13 - PROGRESS: at 1.62% examples, 702402 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:39,787 : INFO : EPOCH 13 - PROGRESS: at 1.93% examples, 693168 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:40,788 : INFO : EPOCH 13 - PROGRESS: at 2.27% examples, 688900 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:23:41,796 : INFO : EPOCH 13 - PROGRESS: at 2.58% examples, 685908 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:42,821 : INFO : EPOCH 13 - PROGRESS: at 2.91% examples, 681706 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:43,832 : INFO : EPOCH 13 - PROGRESS: at 3.25% examples, 679529 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:44,839 : INFO : EPOCH 13 - PROGRESS: at 3.58% examples, 678255 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:45,847 : INFO : EPOCH 13 - PROGRESS: at 3.91% examples, 676955 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:46,855 : INFO : EPOCH 13 - PROGRESS: at 4.21% examples, 675513 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:47,858 : INFO : EPOCH 13 - PROGRESS: at 4.52% examples, 674500 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:48,865 : INFO : EPOCH 13 - PROGRESS: at 4.85% examples, 672804 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:49,877 : INFO : EPOCH 13 - PROGRESS: at 5.17% examples, 672117 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:50,888 : INFO : EPOCH 13 - PROGRESS: at 5.52% examples, 671063 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:51,905 : INFO : EPOCH 13 - PROGRESS: at 5.83% examples, 670580 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:52,907 : INFO : EPOCH 13 - PROGRESS: at 6.15% examples, 670280 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:53,921 : INFO : EPOCH 13 - PROGRESS: at 6.48% examples, 669599 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:23:54,946 : INFO : EPOCH 13 - PROGRESS: at 6.82% examples, 668588 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:55,958 : INFO : EPOCH 13 - PROGRESS: at 7.15% examples, 668364 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:56,959 : INFO : EPOCH 13 - PROGRESS: at 7.47% examples, 668249 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:23:57,975 : INFO : EPOCH 13 - PROGRESS: at 7.81% examples, 667540 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:23:58,985 : INFO : EPOCH 13 - PROGRESS: at 8.15% examples, 666983 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:00,017 : INFO : EPOCH 13 - PROGRESS: at 8.48% examples, 666655 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:01,034 : INFO : EPOCH 13 - PROGRESS: at 8.81% examples, 666666 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:02,042 : INFO : EPOCH 13 - PROGRESS: at 9.16% examples, 666241 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:03,045 : INFO : EPOCH 13 - PROGRESS: at 9.44% examples, 666379 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:24:04,058 : INFO : EPOCH 13 - PROGRESS: at 9.77% examples, 666344 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:05,066 : INFO : EPOCH 13 - PROGRESS: at 10.10% examples, 665897 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:06,067 : INFO : EPOCH 13 - PROGRESS: at 10.43% examples, 665910 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:07,086 : INFO : EPOCH 13 - PROGRESS: at 10.75% examples, 665306 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:24:08,097 : INFO : EPOCH 13 - PROGRESS: at 11.07% examples, 664971 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:24:09,113 : INFO : EPOCH 13 - PROGRESS: at 11.38% examples, 665081 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:10,120 : INFO : EPOCH 13 - PROGRESS: at 11.70% examples, 665103 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:11,131 : INFO : EPOCH 13 - PROGRESS: at 12.04% examples, 664961 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:12,135 : INFO : EPOCH 13 - PROGRESS: at 12.34% examples, 665005 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:13,147 : INFO : EPOCH 13 - PROGRESS: at 12.67% examples, 665029 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:14,161 : INFO : EPOCH 13 - PROGRESS: at 12.98% examples, 664910 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:15,163 : INFO : EPOCH 13 - PROGRESS: at 13.31% examples, 665049 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:16,176 : INFO : EPOCH 13 - PROGRESS: at 13.64% examples, 664416 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:17,190 : INFO : EPOCH 13 - PROGRESS: at 13.96% examples, 664204 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:18,199 : INFO : EPOCH 13 - PROGRESS: at 14.31% examples, 664126 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:19,208 : INFO : EPOCH 13 - PROGRESS: at 14.63% examples, 664104 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:20,224 : INFO : EPOCH 13 - PROGRESS: at 14.96% examples, 663928 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:21,243 : INFO : EPOCH 13 - PROGRESS: at 15.26% examples, 663864 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:24:22,249 : INFO : EPOCH 13 - PROGRESS: at 15.58% examples, 663998 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:23,260 : INFO : EPOCH 13 - PROGRESS: at 15.91% examples, 663884 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:24:24,260 : INFO : EPOCH 13 - PROGRESS: at 16.25% examples, 664110 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:25,275 : INFO : EPOCH 13 - PROGRESS: at 16.58% examples, 664031 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:26,277 : INFO : EPOCH 13 - PROGRESS: at 16.89% examples, 663996 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:27,303 : INFO : EPOCH 13 - PROGRESS: at 17.22% examples, 663805 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:28,312 : INFO : EPOCH 13 - PROGRESS: at 17.55% examples, 663849 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:29,320 : INFO : EPOCH 13 - PROGRESS: at 17.91% examples, 663822 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:30,327 : INFO : EPOCH 13 - PROGRESS: at 18.23% examples, 663690 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:31,330 : INFO : EPOCH 13 - PROGRESS: at 18.55% examples, 663489 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:32,341 : INFO : EPOCH 13 - PROGRESS: at 18.86% examples, 663338 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:33,356 : INFO : EPOCH 13 - PROGRESS: at 19.17% examples, 663409 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:34,357 : INFO : EPOCH 13 - PROGRESS: at 19.47% examples, 663357 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:35,359 : INFO : EPOCH 13 - PROGRESS: at 19.81% examples, 663200 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:36,373 : INFO : EPOCH 13 - PROGRESS: at 20.14% examples, 663170 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:37,385 : INFO : EPOCH 13 - PROGRESS: at 20.47% examples, 663166 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:38,387 : INFO : EPOCH 13 - PROGRESS: at 20.80% examples, 663024 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:39,393 : INFO : EPOCH 13 - PROGRESS: at 21.14% examples, 663107 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:40,405 : INFO : EPOCH 13 - PROGRESS: at 21.49% examples, 662956 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:24:41,412 : INFO : EPOCH 13 - PROGRESS: at 21.82% examples, 662926 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:42,427 : INFO : EPOCH 13 - PROGRESS: at 22.14% examples, 662857 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:43,429 : INFO : EPOCH 13 - PROGRESS: at 22.45% examples, 662756 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:44,430 : INFO : EPOCH 13 - PROGRESS: at 22.81% examples, 662886 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:45,435 : INFO : EPOCH 13 - PROGRESS: at 23.12% examples, 662765 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:46,441 : INFO : EPOCH 13 - PROGRESS: at 23.44% examples, 662726 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:24:47,443 : INFO : EPOCH 13 - PROGRESS: at 23.77% examples, 662548 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:48,462 : INFO : EPOCH 13 - PROGRESS: at 24.11% examples, 662453 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:49,477 : INFO : EPOCH 13 - PROGRESS: at 24.44% examples, 662441 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:50,486 : INFO : EPOCH 13 - PROGRESS: at 24.77% examples, 662460 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:51,493 : INFO : EPOCH 13 - PROGRESS: at 25.08% examples, 662579 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:52,495 : INFO : EPOCH 13 - PROGRESS: at 25.39% examples, 662501 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:53,504 : INFO : EPOCH 13 - PROGRESS: at 25.71% examples, 662575 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:54,520 : INFO : EPOCH 13 - PROGRESS: at 26.03% examples, 662560 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:55,536 : INFO : EPOCH 13 - PROGRESS: at 26.35% examples, 662517 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:24:56,537 : INFO : EPOCH 13 - PROGRESS: at 26.67% examples, 662531 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:57,540 : INFO : EPOCH 13 - PROGRESS: at 27.00% examples, 662474 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:58,554 : INFO : EPOCH 13 - PROGRESS: at 27.33% examples, 662305 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:24:59,563 : INFO : EPOCH 13 - PROGRESS: at 27.65% examples, 661907 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:00,563 : INFO : EPOCH 13 - PROGRESS: at 27.95% examples, 661395 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:01,571 : INFO : EPOCH 13 - PROGRESS: at 28.26% examples, 660743 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:02,585 : INFO : EPOCH 13 - PROGRESS: at 28.56% examples, 659795 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:03,596 : INFO : EPOCH 13 - PROGRESS: at 28.90% examples, 660385 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:04,605 : INFO : EPOCH 13 - PROGRESS: at 29.27% examples, 661100 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:05,612 : INFO : EPOCH 13 - PROGRESS: at 29.62% examples, 661780 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:06,621 : INFO : EPOCH 13 - PROGRESS: at 29.99% examples, 662447 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:25:07,636 : INFO : EPOCH 13 - PROGRESS: at 30.35% examples, 663120 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:08,639 : INFO : EPOCH 13 - PROGRESS: at 30.72% examples, 663849 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:09,655 : INFO : EPOCH 13 - PROGRESS: at 31.09% examples, 664503 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:10,659 : INFO : EPOCH 13 - PROGRESS: at 31.45% examples, 665084 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:11,668 : INFO : EPOCH 13 - PROGRESS: at 31.77% examples, 665797 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:12,683 : INFO : EPOCH 13 - PROGRESS: at 32.12% examples, 666426 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:13,688 : INFO : EPOCH 13 - PROGRESS: at 32.48% examples, 667115 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:14,707 : INFO : EPOCH 13 - PROGRESS: at 32.84% examples, 667683 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:15,709 : INFO : EPOCH 13 - PROGRESS: at 33.24% examples, 668234 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:16,713 : INFO : EPOCH 13 - PROGRESS: at 33.63% examples, 668857 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:17,718 : INFO : EPOCH 13 - PROGRESS: at 33.98% examples, 669379 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:25:18,725 : INFO : EPOCH 13 - PROGRESS: at 34.36% examples, 669909 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:19,727 : INFO : EPOCH 13 - PROGRESS: at 34.72% examples, 670485 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:20,742 : INFO : EPOCH 13 - PROGRESS: at 35.09% examples, 670914 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:21,753 : INFO : EPOCH 13 - PROGRESS: at 35.43% examples, 671507 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:25:22,774 : INFO : EPOCH 13 - PROGRESS: at 35.79% examples, 672016 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:23,783 : INFO : EPOCH 13 - PROGRESS: at 36.13% examples, 672603 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:24,786 : INFO : EPOCH 13 - PROGRESS: at 36.48% examples, 673082 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:25,788 : INFO : EPOCH 13 - PROGRESS: at 36.84% examples, 673572 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:26,799 : INFO : EPOCH 13 - PROGRESS: at 37.19% examples, 674063 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:25:27,802 : INFO : EPOCH 13 - PROGRESS: at 37.55% examples, 674643 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:28,810 : INFO : EPOCH 13 - PROGRESS: at 37.89% examples, 675057 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:29,811 : INFO : EPOCH 13 - PROGRESS: at 38.25% examples, 675500 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:30,816 : INFO : EPOCH 13 - PROGRESS: at 38.61% examples, 675960 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:31,817 : INFO : EPOCH 13 - PROGRESS: at 38.96% examples, 676374 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:25:32,828 : INFO : EPOCH 13 - PROGRESS: at 39.31% examples, 676851 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:33,835 : INFO : EPOCH 13 - PROGRESS: at 39.66% examples, 677223 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:34,836 : INFO : EPOCH 13 - PROGRESS: at 40.00% examples, 677757 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:35,841 : INFO : EPOCH 13 - PROGRESS: at 40.33% examples, 678066 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:36,842 : INFO : EPOCH 13 - PROGRESS: at 40.67% examples, 678556 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:37,847 : INFO : EPOCH 13 - PROGRESS: at 41.05% examples, 679054 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:38,855 : INFO : EPOCH 13 - PROGRESS: at 41.41% examples, 679315 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:39,861 : INFO : EPOCH 13 - PROGRESS: at 41.77% examples, 679716 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:40,867 : INFO : EPOCH 13 - PROGRESS: at 42.14% examples, 680122 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:41,875 : INFO : EPOCH 13 - PROGRESS: at 42.49% examples, 680475 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:42,885 : INFO : EPOCH 13 - PROGRESS: at 42.82% examples, 680893 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:43,906 : INFO : EPOCH 13 - PROGRESS: at 43.20% examples, 681224 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:44,915 : INFO : EPOCH 13 - PROGRESS: at 43.57% examples, 681595 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:45,924 : INFO : EPOCH 13 - PROGRESS: at 43.93% examples, 681912 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:46,937 : INFO : EPOCH 13 - PROGRESS: at 44.27% examples, 682251 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:47,942 : INFO : EPOCH 13 - PROGRESS: at 44.62% examples, 682611 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:48,954 : INFO : EPOCH 13 - PROGRESS: at 44.95% examples, 682995 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:49,963 : INFO : EPOCH 13 - PROGRESS: at 45.28% examples, 683377 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:50,971 : INFO : EPOCH 13 - PROGRESS: at 45.65% examples, 683723 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:51,971 : INFO : EPOCH 13 - PROGRESS: at 45.99% examples, 684090 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:52,977 : INFO : EPOCH 13 - PROGRESS: at 46.36% examples, 684423 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:25:53,981 : INFO : EPOCH 13 - PROGRESS: at 46.73% examples, 684741 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:54,991 : INFO : EPOCH 13 - PROGRESS: at 47.12% examples, 685079 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:25:55,992 : INFO : EPOCH 13 - PROGRESS: at 47.49% examples, 685346 words/s, in_qsize 8, out_qsize 1
2020-07-24 05:25:57,002 : INFO : EPOCH 13 - PROGRESS: at 47.85% examples, 685672 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:58,017 : INFO : EPOCH 13 - PROGRESS: at 48.24% examples, 685913 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:25:59,023 : INFO : EPOCH 13 - PROGRESS: at 48.61% examples, 686269 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:00,024 : INFO : EPOCH 13 - PROGRESS: at 48.95% examples, 686472 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:01,029 : INFO : EPOCH 13 - PROGRESS: at 49.29% examples, 686814 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:02,040 : INFO : EPOCH 13 - PROGRESS: at 49.68% examples, 687067 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:03,066 : INFO : EPOCH 13 - PROGRESS: at 50.05% examples, 687331 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:04,076 : INFO : EPOCH 13 - PROGRESS: at 50.39% examples, 687730 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:05,076 : INFO : EPOCH 13 - PROGRESS: at 50.75% examples, 687985 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:06,077 : INFO : EPOCH 13 - PROGRESS: at 51.09% examples, 688149 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:07,089 : INFO : EPOCH 13 - PROGRESS: at 51.43% examples, 688422 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:08,094 : INFO : EPOCH 13 - PROGRESS: at 51.78% examples, 688736 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:09,104 : INFO : EPOCH 13 - PROGRESS: at 52.15% examples, 688919 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:10,104 : INFO : EPOCH 13 - PROGRESS: at 52.47% examples, 689152 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:11,116 : INFO : EPOCH 13 - PROGRESS: at 52.84% examples, 689373 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:12,129 : INFO : EPOCH 13 - PROGRESS: at 53.19% examples, 689647 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:13,129 : INFO : EPOCH 13 - PROGRESS: at 53.51% examples, 689970 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:14,141 : INFO : EPOCH 13 - PROGRESS: at 53.87% examples, 690198 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:15,151 : INFO : EPOCH 13 - PROGRESS: at 54.23% examples, 690452 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:16,164 : INFO : EPOCH 13 - PROGRESS: at 54.55% examples, 690680 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:17,177 : INFO : EPOCH 13 - PROGRESS: at 54.88% examples, 690948 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:18,181 : INFO : EPOCH 13 - PROGRESS: at 55.24% examples, 691208 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:19,191 : INFO : EPOCH 13 - PROGRESS: at 55.59% examples, 691395 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:26:20,197 : INFO : EPOCH 13 - PROGRESS: at 55.95% examples, 691638 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:21,211 : INFO : EPOCH 13 - PROGRESS: at 56.30% examples, 691865 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:22,217 : INFO : EPOCH 13 - PROGRESS: at 56.64% examples, 692052 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:23,221 : INFO : EPOCH 13 - PROGRESS: at 57.01% examples, 692222 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:24,241 : INFO : EPOCH 13 - PROGRESS: at 57.36% examples, 692393 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:26:25,248 : INFO : EPOCH 13 - PROGRESS: at 57.72% examples, 692579 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:26,263 : INFO : EPOCH 13 - PROGRESS: at 58.07% examples, 692785 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:27,264 : INFO : EPOCH 13 - PROGRESS: at 58.42% examples, 693008 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:28,265 : INFO : EPOCH 13 - PROGRESS: at 58.77% examples, 693230 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:26:29,267 : INFO : EPOCH 13 - PROGRESS: at 59.11% examples, 693416 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:30,274 : INFO : EPOCH 13 - PROGRESS: at 59.46% examples, 693638 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:31,280 : INFO : EPOCH 13 - PROGRESS: at 59.81% examples, 693777 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:26:32,290 : INFO : EPOCH 13 - PROGRESS: at 60.17% examples, 694005 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:33,294 : INFO : EPOCH 13 - PROGRESS: at 60.52% examples, 694221 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:34,297 : INFO : EPOCH 13 - PROGRESS: at 60.86% examples, 694388 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:35,298 : INFO : EPOCH 13 - PROGRESS: at 61.18% examples, 694647 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:36,302 : INFO : EPOCH 13 - PROGRESS: at 61.54% examples, 694822 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:26:37,303 : INFO : EPOCH 13 - PROGRESS: at 61.91% examples, 695015 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:38,306 : INFO : EPOCH 13 - PROGRESS: at 62.27% examples, 695159 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:39,309 : INFO : EPOCH 13 - PROGRESS: at 62.64% examples, 695341 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:40,324 : INFO : EPOCH 13 - PROGRESS: at 63.00% examples, 695486 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:26:41,333 : INFO : EPOCH 13 - PROGRESS: at 63.38% examples, 695640 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:42,351 : INFO : EPOCH 13 - PROGRESS: at 63.77% examples, 695741 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:43,358 : INFO : EPOCH 13 - PROGRESS: at 64.13% examples, 695975 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:44,364 : INFO : EPOCH 13 - PROGRESS: at 64.46% examples, 696107 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:45,372 : INFO : EPOCH 13 - PROGRESS: at 64.78% examples, 696253 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:46,378 : INFO : EPOCH 13 - PROGRESS: at 65.14% examples, 696405 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:47,379 : INFO : EPOCH 13 - PROGRESS: at 65.47% examples, 696600 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:48,391 : INFO : EPOCH 13 - PROGRESS: at 65.83% examples, 696749 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:49,391 : INFO : EPOCH 13 - PROGRESS: at 66.18% examples, 696911 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:50,396 : INFO : EPOCH 13 - PROGRESS: at 66.53% examples, 697025 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:51,396 : INFO : EPOCH 13 - PROGRESS: at 66.90% examples, 697176 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:52,398 : INFO : EPOCH 13 - PROGRESS: at 67.23% examples, 697304 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:53,403 : INFO : EPOCH 13 - PROGRESS: at 67.59% examples, 697486 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:54,404 : INFO : EPOCH 13 - PROGRESS: at 67.92% examples, 697612 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:55,421 : INFO : EPOCH 13 - PROGRESS: at 68.28% examples, 697732 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:56,424 : INFO : EPOCH 13 - PROGRESS: at 68.64% examples, 697888 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:57,428 : INFO : EPOCH 13 - PROGRESS: at 68.98% examples, 697997 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:58,431 : INFO : EPOCH 13 - PROGRESS: at 69.34% examples, 698171 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:26:59,439 : INFO : EPOCH 13 - PROGRESS: at 69.67% examples, 698277 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:00,447 : INFO : EPOCH 13 - PROGRESS: at 70.01% examples, 698401 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:01,452 : INFO : EPOCH 13 - PROGRESS: at 70.34% examples, 698538 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:02,455 : INFO : EPOCH 13 - PROGRESS: at 70.70% examples, 698651 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:03,457 : INFO : EPOCH 13 - PROGRESS: at 71.08% examples, 698777 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:04,464 : INFO : EPOCH 13 - PROGRESS: at 71.45% examples, 698919 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:05,471 : INFO : EPOCH 13 - PROGRESS: at 71.77% examples, 699066 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:06,482 : INFO : EPOCH 13 - PROGRESS: at 72.12% examples, 699194 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:07,498 : INFO : EPOCH 13 - PROGRESS: at 72.48% examples, 699358 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:27:08,511 : INFO : EPOCH 13 - PROGRESS: at 72.85% examples, 699477 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:09,523 : INFO : EPOCH 13 - PROGRESS: at 73.21% examples, 699624 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:10,530 : INFO : EPOCH 13 - PROGRESS: at 73.56% examples, 699714 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:11,532 : INFO : EPOCH 13 - PROGRESS: at 73.91% examples, 699811 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:12,541 : INFO : EPOCH 13 - PROGRESS: at 74.26% examples, 699936 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:13,542 : INFO : EPOCH 13 - PROGRESS: at 74.61% examples, 700104 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:14,548 : INFO : EPOCH 13 - PROGRESS: at 74.94% examples, 700229 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:15,563 : INFO : EPOCH 13 - PROGRESS: at 75.27% examples, 700397 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:16,575 : INFO : EPOCH 13 - PROGRESS: at 75.63% examples, 700549 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:17,591 : INFO : EPOCH 13 - PROGRESS: at 75.98% examples, 700710 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:18,600 : INFO : EPOCH 13 - PROGRESS: at 76.31% examples, 700885 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:19,609 : INFO : EPOCH 13 - PROGRESS: at 76.66% examples, 700983 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:20,624 : INFO : EPOCH 13 - PROGRESS: at 77.00% examples, 701077 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:27:21,630 : INFO : EPOCH 13 - PROGRESS: at 77.38% examples, 701201 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:22,645 : INFO : EPOCH 13 - PROGRESS: at 77.74% examples, 701334 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:23,672 : INFO : EPOCH 13 - PROGRESS: at 78.09% examples, 701374 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:24,675 : INFO : EPOCH 13 - PROGRESS: at 78.44% examples, 701587 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:25,687 : INFO : EPOCH 13 - PROGRESS: at 78.79% examples, 701655 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:26,689 : INFO : EPOCH 13 - PROGRESS: at 79.14% examples, 701765 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:27,693 : INFO : EPOCH 13 - PROGRESS: at 79.49% examples, 701905 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:28,698 : INFO : EPOCH 13 - PROGRESS: at 79.85% examples, 702007 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:29,716 : INFO : EPOCH 13 - PROGRESS: at 80.21% examples, 702091 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:30,719 : INFO : EPOCH 13 - PROGRESS: at 80.58% examples, 702204 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:31,729 : INFO : EPOCH 13 - PROGRESS: at 80.93% examples, 702307 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:32,731 : INFO : EPOCH 13 - PROGRESS: at 81.27% examples, 702391 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:33,738 : INFO : EPOCH 13 - PROGRESS: at 81.60% examples, 702497 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:34,742 : INFO : EPOCH 13 - PROGRESS: at 81.96% examples, 702592 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:35,765 : INFO : EPOCH 13 - PROGRESS: at 82.31% examples, 702681 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:36,770 : INFO : EPOCH 13 - PROGRESS: at 82.64% examples, 702793 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:37,777 : INFO : EPOCH 13 - PROGRESS: at 82.99% examples, 702942 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:38,784 : INFO : EPOCH 13 - PROGRESS: at 83.32% examples, 702949 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:39,785 : INFO : EPOCH 13 - PROGRESS: at 83.66% examples, 702930 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:40,790 : INFO : EPOCH 13 - PROGRESS: at 84.01% examples, 702895 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:41,801 : INFO : EPOCH 13 - PROGRESS: at 84.31% examples, 702637 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:42,805 : INFO : EPOCH 13 - PROGRESS: at 84.62% examples, 702360 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:43,809 : INFO : EPOCH 13 - PROGRESS: at 84.98% examples, 702450 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:44,813 : INFO : EPOCH 13 - PROGRESS: at 85.33% examples, 702503 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:45,817 : INFO : EPOCH 13 - PROGRESS: at 85.68% examples, 702617 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:27:46,818 : INFO : EPOCH 13 - PROGRESS: at 86.00% examples, 702723 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:47,827 : INFO : EPOCH 13 - PROGRESS: at 86.36% examples, 702826 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:48,836 : INFO : EPOCH 13 - PROGRESS: at 86.72% examples, 702914 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:49,846 : INFO : EPOCH 13 - PROGRESS: at 87.07% examples, 703031 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:50,857 : INFO : EPOCH 13 - PROGRESS: at 87.43% examples, 703115 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:51,863 : INFO : EPOCH 13 - PROGRESS: at 87.77% examples, 703209 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:52,866 : INFO : EPOCH 13 - PROGRESS: at 88.12% examples, 703286 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:53,867 : INFO : EPOCH 13 - PROGRESS: at 88.46% examples, 703386 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:54,868 : INFO : EPOCH 13 - PROGRESS: at 88.79% examples, 703527 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:55,878 : INFO : EPOCH 13 - PROGRESS: at 89.14% examples, 703590 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:56,881 : INFO : EPOCH 13 - PROGRESS: at 89.49% examples, 703656 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:57,888 : INFO : EPOCH 13 - PROGRESS: at 89.84% examples, 703799 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:58,900 : INFO : EPOCH 13 - PROGRESS: at 90.20% examples, 703859 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:27:59,904 : INFO : EPOCH 13 - PROGRESS: at 90.55% examples, 703968 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:00,904 : INFO : EPOCH 13 - PROGRESS: at 90.93% examples, 704042 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:01,914 : INFO : EPOCH 13 - PROGRESS: at 91.28% examples, 704149 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:02,918 : INFO : EPOCH 13 - PROGRESS: at 91.63% examples, 704206 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:03,932 : INFO : EPOCH 13 - PROGRESS: at 92.01% examples, 704287 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:04,937 : INFO : EPOCH 13 - PROGRESS: at 92.38% examples, 704314 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:05,941 : INFO : EPOCH 13 - PROGRESS: at 92.73% examples, 704424 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:06,941 : INFO : EPOCH 13 - PROGRESS: at 93.06% examples, 704507 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:07,953 : INFO : EPOCH 13 - PROGRESS: at 93.38% examples, 704609 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:08,956 : INFO : EPOCH 13 - PROGRESS: at 93.71% examples, 704694 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:09,961 : INFO : EPOCH 13 - PROGRESS: at 94.05% examples, 704807 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:10,964 : INFO : EPOCH 13 - PROGRESS: at 94.40% examples, 704930 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:11,980 : INFO : EPOCH 13 - PROGRESS: at 94.75% examples, 704967 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:12,999 : INFO : EPOCH 13 - PROGRESS: at 95.10% examples, 705052 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:14,004 : INFO : EPOCH 13 - PROGRESS: at 95.47% examples, 705121 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:15,017 : INFO : EPOCH 13 - PROGRESS: at 95.83% examples, 705205 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:16,026 : INFO : EPOCH 13 - PROGRESS: at 96.16% examples, 705305 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:17,032 : INFO : EPOCH 13 - PROGRESS: at 96.52% examples, 705393 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:18,037 : INFO : EPOCH 13 - PROGRESS: at 96.88% examples, 705514 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:19,043 : INFO : EPOCH 13 - PROGRESS: at 97.23% examples, 705602 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:20,047 : INFO : EPOCH 13 - PROGRESS: at 97.59% examples, 705658 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:21,049 : INFO : EPOCH 13 - PROGRESS: at 97.91% examples, 705739 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:22,063 : INFO : EPOCH 13 - PROGRESS: at 98.28% examples, 705817 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:23,063 : INFO : EPOCH 13 - PROGRESS: at 98.62% examples, 705909 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:24,080 : INFO : EPOCH 13 - PROGRESS: at 99.00% examples, 705960 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:25,096 : INFO : EPOCH 13 - PROGRESS: at 99.36% examples, 706053 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:26,097 : INFO : EPOCH 13 - PROGRESS: at 99.73% examples, 706130 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:26,780 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 05:28:26,784 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 05:28:26,789 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 05:28:26,793 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 05:28:26,794 : INFO : EPOCH - 13 : training on 266670914 raw words (206936533 effective words) took 293.0s, 706184 effective words/s
2020-07-24 05:28:27,804 : INFO : EPOCH 14 - PROGRESS: at 0.32% examples, 718212 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:28,808 : INFO : EPOCH 14 - PROGRESS: at 0.65% examples, 728886 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:29,819 : INFO : EPOCH 14 - PROGRESS: at 1.00% examples, 731335 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:30,829 : INFO : EPOCH 14 - PROGRESS: at 1.34% examples, 730395 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:31,830 : INFO : EPOCH 14 - PROGRESS: at 1.70% examples, 731429 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:32,834 : INFO : EPOCH 14 - PROGRESS: at 2.06% examples, 731570 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:33,837 : INFO : EPOCH 14 - PROGRESS: at 2.41% examples, 731030 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:34,841 : INFO : EPOCH 14 - PROGRESS: at 2.76% examples, 730910 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:35,843 : INFO : EPOCH 14 - PROGRESS: at 3.13% examples, 729673 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:36,854 : INFO : EPOCH 14 - PROGRESS: at 3.49% examples, 729892 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:37,855 : INFO : EPOCH 14 - PROGRESS: at 3.87% examples, 730884 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:28:38,857 : INFO : EPOCH 14 - PROGRESS: at 4.19% examples, 730534 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:28:39,868 : INFO : EPOCH 14 - PROGRESS: at 4.54% examples, 729737 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:40,878 : INFO : EPOCH 14 - PROGRESS: at 4.90% examples, 729331 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:41,887 : INFO : EPOCH 14 - PROGRESS: at 5.28% examples, 729874 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:42,893 : INFO : EPOCH 14 - PROGRESS: at 5.63% examples, 730300 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:43,906 : INFO : EPOCH 14 - PROGRESS: at 5.98% examples, 730575 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:44,915 : INFO : EPOCH 14 - PROGRESS: at 6.35% examples, 731001 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:45,919 : INFO : EPOCH 14 - PROGRESS: at 6.73% examples, 730809 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:28:46,922 : INFO : EPOCH 14 - PROGRESS: at 7.09% examples, 730856 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:47,928 : INFO : EPOCH 14 - PROGRESS: at 7.44% examples, 731191 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:48,932 : INFO : EPOCH 14 - PROGRESS: at 7.82% examples, 730919 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:49,950 : INFO : EPOCH 14 - PROGRESS: at 8.20% examples, 730909 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:50,952 : INFO : EPOCH 14 - PROGRESS: at 8.56% examples, 731329 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:51,953 : INFO : EPOCH 14 - PROGRESS: at 8.92% examples, 730972 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:52,960 : INFO : EPOCH 14 - PROGRESS: at 9.28% examples, 731322 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:28:53,961 : INFO : EPOCH 14 - PROGRESS: at 9.62% examples, 731597 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:54,978 : INFO : EPOCH 14 - PROGRESS: at 9.98% examples, 731797 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:55,985 : INFO : EPOCH 14 - PROGRESS: at 10.36% examples, 732149 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:56,996 : INFO : EPOCH 14 - PROGRESS: at 10.71% examples, 731932 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:57,999 : INFO : EPOCH 14 - PROGRESS: at 11.08% examples, 732490 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:28:59,001 : INFO : EPOCH 14 - PROGRESS: at 11.42% examples, 732424 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:00,016 : INFO : EPOCH 14 - PROGRESS: at 11.79% examples, 732616 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:29:01,024 : INFO : EPOCH 14 - PROGRESS: at 12.14% examples, 733129 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:02,027 : INFO : EPOCH 14 - PROGRESS: at 12.50% examples, 732988 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:29:03,044 : INFO : EPOCH 14 - PROGRESS: at 12.86% examples, 732865 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:04,048 : INFO : EPOCH 14 - PROGRESS: at 13.20% examples, 733475 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:05,083 : INFO : EPOCH 14 - PROGRESS: at 13.57% examples, 732671 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:06,092 : INFO : EPOCH 14 - PROGRESS: at 13.95% examples, 733023 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:07,102 : INFO : EPOCH 14 - PROGRESS: at 14.33% examples, 732957 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:08,113 : INFO : EPOCH 14 - PROGRESS: at 14.69% examples, 733061 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:09,119 : INFO : EPOCH 14 - PROGRESS: at 15.05% examples, 733114 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:10,121 : INFO : EPOCH 14 - PROGRESS: at 15.36% examples, 733307 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:11,122 : INFO : EPOCH 14 - PROGRESS: at 15.74% examples, 733286 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:12,124 : INFO : EPOCH 14 - PROGRESS: at 16.09% examples, 733198 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:13,127 : INFO : EPOCH 14 - PROGRESS: at 16.46% examples, 732524 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:14,151 : INFO : EPOCH 14 - PROGRESS: at 16.78% examples, 730920 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:15,154 : INFO : EPOCH 14 - PROGRESS: at 17.10% examples, 729712 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:16,160 : INFO : EPOCH 14 - PROGRESS: at 17.43% examples, 728375 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:17,163 : INFO : EPOCH 14 - PROGRESS: at 17.76% examples, 727127 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:18,165 : INFO : EPOCH 14 - PROGRESS: at 18.09% examples, 725824 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:19,174 : INFO : EPOCH 14 - PROGRESS: at 18.42% examples, 724454 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:20,182 : INFO : EPOCH 14 - PROGRESS: at 18.75% examples, 723193 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:21,191 : INFO : EPOCH 14 - PROGRESS: at 19.06% examples, 722112 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:22,192 : INFO : EPOCH 14 - PROGRESS: at 19.37% examples, 721292 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:23,212 : INFO : EPOCH 14 - PROGRESS: at 19.70% examples, 720123 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:24,214 : INFO : EPOCH 14 - PROGRESS: at 20.02% examples, 719423 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:25,223 : INFO : EPOCH 14 - PROGRESS: at 20.34% examples, 718233 words/s, in_qsize 5, out_qsize 2
2020-07-24 05:29:26,224 : INFO : EPOCH 14 - PROGRESS: at 20.68% examples, 717331 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:27,241 : INFO : EPOCH 14 - PROGRESS: at 21.03% examples, 716413 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:28,252 : INFO : EPOCH 14 - PROGRESS: at 21.38% examples, 715518 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:29:29,263 : INFO : EPOCH 14 - PROGRESS: at 21.72% examples, 714643 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:30,271 : INFO : EPOCH 14 - PROGRESS: at 22.04% examples, 713877 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:29:31,282 : INFO : EPOCH 14 - PROGRESS: at 22.37% examples, 713059 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:32,283 : INFO : EPOCH 14 - PROGRESS: at 22.70% examples, 712284 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:33,286 : INFO : EPOCH 14 - PROGRESS: at 23.03% examples, 711637 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:34,295 : INFO : EPOCH 14 - PROGRESS: at 23.37% examples, 710902 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:35,299 : INFO : EPOCH 14 - PROGRESS: at 23.68% examples, 710171 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:36,301 : INFO : EPOCH 14 - PROGRESS: at 24.01% examples, 709398 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:37,309 : INFO : EPOCH 14 - PROGRESS: at 24.35% examples, 708880 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:38,315 : INFO : EPOCH 14 - PROGRESS: at 24.69% examples, 708334 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:39,322 : INFO : EPOCH 14 - PROGRESS: at 25.01% examples, 707968 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:40,323 : INFO : EPOCH 14 - PROGRESS: at 25.32% examples, 707440 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:41,330 : INFO : EPOCH 14 - PROGRESS: at 25.63% examples, 706964 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:42,349 : INFO : EPOCH 14 - PROGRESS: at 25.97% examples, 706416 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:43,355 : INFO : EPOCH 14 - PROGRESS: at 26.30% examples, 705937 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:44,362 : INFO : EPOCH 14 - PROGRESS: at 26.61% examples, 705493 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:29:45,367 : INFO : EPOCH 14 - PROGRESS: at 26.95% examples, 704822 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:46,376 : INFO : EPOCH 14 - PROGRESS: at 27.28% examples, 704384 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:29:47,379 : INFO : EPOCH 14 - PROGRESS: at 27.60% examples, 703813 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:48,380 : INFO : EPOCH 14 - PROGRESS: at 27.93% examples, 703389 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:49,391 : INFO : EPOCH 14 - PROGRESS: at 28.28% examples, 702898 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:50,405 : INFO : EPOCH 14 - PROGRESS: at 28.62% examples, 702512 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:51,406 : INFO : EPOCH 14 - PROGRESS: at 28.94% examples, 701996 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:52,412 : INFO : EPOCH 14 - PROGRESS: at 29.28% examples, 701611 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:29:53,425 : INFO : EPOCH 14 - PROGRESS: at 29.59% examples, 701187 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:54,430 : INFO : EPOCH 14 - PROGRESS: at 29.93% examples, 700692 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:55,435 : INFO : EPOCH 14 - PROGRESS: at 30.26% examples, 700265 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:56,437 : INFO : EPOCH 14 - PROGRESS: at 30.58% examples, 699847 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:29:57,447 : INFO : EPOCH 14 - PROGRESS: at 30.94% examples, 699410 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:58,458 : INFO : EPOCH 14 - PROGRESS: at 31.28% examples, 699046 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:29:59,474 : INFO : EPOCH 14 - PROGRESS: at 31.59% examples, 698797 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:00,495 : INFO : EPOCH 14 - PROGRESS: at 31.89% examples, 698530 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:01,497 : INFO : EPOCH 14 - PROGRESS: at 32.21% examples, 698292 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:02,497 : INFO : EPOCH 14 - PROGRESS: at 32.53% examples, 697926 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:03,518 : INFO : EPOCH 14 - PROGRESS: at 32.88% examples, 697448 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:30:04,535 : INFO : EPOCH 14 - PROGRESS: at 33.25% examples, 697081 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:05,535 : INFO : EPOCH 14 - PROGRESS: at 33.59% examples, 696721 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:06,556 : INFO : EPOCH 14 - PROGRESS: at 33.92% examples, 696472 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:30:07,566 : INFO : EPOCH 14 - PROGRESS: at 34.28% examples, 696017 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:30:08,573 : INFO : EPOCH 14 - PROGRESS: at 34.61% examples, 695784 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:09,596 : INFO : EPOCH 14 - PROGRESS: at 34.95% examples, 695434 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:10,600 : INFO : EPOCH 14 - PROGRESS: at 35.27% examples, 695289 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:11,625 : INFO : EPOCH 14 - PROGRESS: at 35.59% examples, 694876 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:30:12,636 : INFO : EPOCH 14 - PROGRESS: at 35.91% examples, 694693 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:13,649 : INFO : EPOCH 14 - PROGRESS: at 36.22% examples, 694446 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:14,662 : INFO : EPOCH 14 - PROGRESS: at 36.55% examples, 694168 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:15,667 : INFO : EPOCH 14 - PROGRESS: at 36.89% examples, 693886 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:16,677 : INFO : EPOCH 14 - PROGRESS: at 37.21% examples, 693670 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:17,680 : INFO : EPOCH 14 - PROGRESS: at 37.54% examples, 693520 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:18,688 : INFO : EPOCH 14 - PROGRESS: at 37.85% examples, 693135 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:19,703 : INFO : EPOCH 14 - PROGRESS: at 38.15% examples, 692548 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:30:20,717 : INFO : EPOCH 14 - PROGRESS: at 38.47% examples, 692092 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:21,719 : INFO : EPOCH 14 - PROGRESS: at 38.75% examples, 691275 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:22,728 : INFO : EPOCH 14 - PROGRESS: at 39.05% examples, 690459 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:23,728 : INFO : EPOCH 14 - PROGRESS: at 39.39% examples, 690626 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:24,730 : INFO : EPOCH 14 - PROGRESS: at 39.74% examples, 690930 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:25,733 : INFO : EPOCH 14 - PROGRESS: at 40.08% examples, 691356 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:26,738 : INFO : EPOCH 14 - PROGRESS: at 40.42% examples, 691853 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:27,739 : INFO : EPOCH 14 - PROGRESS: at 40.78% examples, 692207 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:28,759 : INFO : EPOCH 14 - PROGRESS: at 41.16% examples, 692500 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:29,760 : INFO : EPOCH 14 - PROGRESS: at 41.51% examples, 692852 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:30,763 : INFO : EPOCH 14 - PROGRESS: at 41.88% examples, 693215 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:31,774 : INFO : EPOCH 14 - PROGRESS: at 42.25% examples, 693533 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:32,780 : INFO : EPOCH 14 - PROGRESS: at 42.60% examples, 693895 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:33,801 : INFO : EPOCH 14 - PROGRESS: at 42.95% examples, 694180 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:30:34,810 : INFO : EPOCH 14 - PROGRESS: at 43.31% examples, 694482 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:35,818 : INFO : EPOCH 14 - PROGRESS: at 43.71% examples, 694754 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:36,829 : INFO : EPOCH 14 - PROGRESS: at 44.05% examples, 695170 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:37,835 : INFO : EPOCH 14 - PROGRESS: at 44.39% examples, 695441 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:38,843 : INFO : EPOCH 14 - PROGRESS: at 44.74% examples, 695720 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:39,856 : INFO : EPOCH 14 - PROGRESS: at 45.07% examples, 695974 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:40,862 : INFO : EPOCH 14 - PROGRESS: at 45.44% examples, 696341 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:41,872 : INFO : EPOCH 14 - PROGRESS: at 45.78% examples, 696616 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:42,882 : INFO : EPOCH 14 - PROGRESS: at 46.16% examples, 696977 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:43,883 : INFO : EPOCH 14 - PROGRESS: at 46.51% examples, 697312 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:44,885 : INFO : EPOCH 14 - PROGRESS: at 46.90% examples, 697548 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:45,900 : INFO : EPOCH 14 - PROGRESS: at 47.28% examples, 697765 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:46,909 : INFO : EPOCH 14 - PROGRESS: at 47.64% examples, 698027 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:47,909 : INFO : EPOCH 14 - PROGRESS: at 48.03% examples, 698299 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:48,913 : INFO : EPOCH 14 - PROGRESS: at 48.40% examples, 698555 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:49,913 : INFO : EPOCH 14 - PROGRESS: at 48.77% examples, 698785 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:50,917 : INFO : EPOCH 14 - PROGRESS: at 49.11% examples, 699012 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:51,919 : INFO : EPOCH 14 - PROGRESS: at 49.47% examples, 699251 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:52,937 : INFO : EPOCH 14 - PROGRESS: at 49.85% examples, 699454 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:53,946 : INFO : EPOCH 14 - PROGRESS: at 50.21% examples, 699737 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:54,960 : INFO : EPOCH 14 - PROGRESS: at 50.55% examples, 699979 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:55,967 : INFO : EPOCH 14 - PROGRESS: at 50.93% examples, 700250 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:56,968 : INFO : EPOCH 14 - PROGRESS: at 51.25% examples, 700417 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:30:57,972 : INFO : EPOCH 14 - PROGRESS: at 51.60% examples, 700697 words/s, in_qsize 7, out_qsize 0
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2020-07-24 05:30:59,985 : INFO : EPOCH 14 - PROGRESS: at 52.33% examples, 701146 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:01,005 : INFO : EPOCH 14 - PROGRESS: at 52.67% examples, 701281 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:02,009 : INFO : EPOCH 14 - PROGRESS: at 53.01% examples, 701513 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:03,009 : INFO : EPOCH 14 - PROGRESS: at 53.36% examples, 701770 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:04,022 : INFO : EPOCH 14 - PROGRESS: at 53.70% examples, 701986 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:31:05,027 : INFO : EPOCH 14 - PROGRESS: at 54.08% examples, 702237 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:06,036 : INFO : EPOCH 14 - PROGRESS: at 54.41% examples, 702448 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:07,050 : INFO : EPOCH 14 - PROGRESS: at 54.73% examples, 702692 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:08,052 : INFO : EPOCH 14 - PROGRESS: at 55.11% examples, 702858 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:09,057 : INFO : EPOCH 14 - PROGRESS: at 55.46% examples, 703114 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:10,058 : INFO : EPOCH 14 - PROGRESS: at 55.80% examples, 703292 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:11,063 : INFO : EPOCH 14 - PROGRESS: at 56.17% examples, 703454 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:12,066 : INFO : EPOCH 14 - PROGRESS: at 56.51% examples, 703635 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:13,071 : INFO : EPOCH 14 - PROGRESS: at 56.87% examples, 703803 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:14,085 : INFO : EPOCH 14 - PROGRESS: at 57.23% examples, 703910 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:31:15,085 : INFO : EPOCH 14 - PROGRESS: at 57.60% examples, 704108 words/s, in_qsize 7, out_qsize 0
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2020-07-24 05:31:17,120 : INFO : EPOCH 14 - PROGRESS: at 58.29% examples, 704477 words/s, in_qsize 7, out_qsize 0
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2020-07-24 05:31:21,137 : INFO : EPOCH 14 - PROGRESS: at 59.71% examples, 705258 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:22,163 : INFO : EPOCH 14 - PROGRESS: at 60.07% examples, 705370 words/s, in_qsize 7, out_qsize 0
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2020-07-24 05:31:25,187 : INFO : EPOCH 14 - PROGRESS: at 61.11% examples, 705967 words/s, in_qsize 7, out_qsize 0
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2020-07-24 05:31:28,228 : INFO : EPOCH 14 - PROGRESS: at 62.21% examples, 706415 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:29,234 : INFO : EPOCH 14 - PROGRESS: at 62.58% examples, 706608 words/s, in_qsize 7, out_qsize 0
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2020-07-24 05:31:31,251 : INFO : EPOCH 14 - PROGRESS: at 63.34% examples, 706874 words/s, in_qsize 8, out_qsize 0
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2020-07-24 05:31:33,261 : INFO : EPOCH 14 - PROGRESS: at 64.08% examples, 707133 words/s, in_qsize 7, out_qsize 0
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2020-07-24 05:31:35,274 : INFO : EPOCH 14 - PROGRESS: at 64.75% examples, 707425 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:36,281 : INFO : EPOCH 14 - PROGRESS: at 65.11% examples, 707589 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:37,298 : INFO : EPOCH 14 - PROGRESS: at 65.45% examples, 707684 words/s, in_qsize 7, out_qsize 0
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2020-07-24 05:31:46,339 : INFO : EPOCH 14 - PROGRESS: at 68.65% examples, 708903 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:47,350 : INFO : EPOCH 14 - PROGRESS: at 69.00% examples, 709006 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:48,366 : INFO : EPOCH 14 - PROGRESS: at 69.36% examples, 709116 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:49,370 : INFO : EPOCH 14 - PROGRESS: at 69.70% examples, 709232 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:50,375 : INFO : EPOCH 14 - PROGRESS: at 70.04% examples, 709395 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:51,381 : INFO : EPOCH 14 - PROGRESS: at 70.37% examples, 709557 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:52,382 : INFO : EPOCH 14 - PROGRESS: at 70.76% examples, 709666 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:53,387 : INFO : EPOCH 14 - PROGRESS: at 71.13% examples, 709758 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:54,392 : INFO : EPOCH 14 - PROGRESS: at 71.49% examples, 709866 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:55,400 : INFO : EPOCH 14 - PROGRESS: at 71.83% examples, 709995 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:56,405 : INFO : EPOCH 14 - PROGRESS: at 72.18% examples, 710119 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:31:57,415 : INFO : EPOCH 14 - PROGRESS: at 72.54% examples, 710229 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:58,424 : INFO : EPOCH 14 - PROGRESS: at 72.91% examples, 710335 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:31:59,435 : INFO : EPOCH 14 - PROGRESS: at 73.26% examples, 710397 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:00,463 : INFO : EPOCH 14 - PROGRESS: at 73.62% examples, 710457 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:01,464 : INFO : EPOCH 14 - PROGRESS: at 73.98% examples, 710601 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:02,471 : INFO : EPOCH 14 - PROGRESS: at 74.33% examples, 710707 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:03,474 : INFO : EPOCH 14 - PROGRESS: at 74.68% examples, 710862 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:04,483 : INFO : EPOCH 14 - PROGRESS: at 75.01% examples, 710934 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:05,488 : INFO : EPOCH 14 - PROGRESS: at 75.36% examples, 711089 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:06,499 : INFO : EPOCH 14 - PROGRESS: at 75.71% examples, 711223 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:07,515 : INFO : EPOCH 14 - PROGRESS: at 76.04% examples, 711319 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:08,518 : INFO : EPOCH 14 - PROGRESS: at 76.39% examples, 711500 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:09,527 : INFO : EPOCH 14 - PROGRESS: at 76.75% examples, 711571 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:10,527 : INFO : EPOCH 14 - PROGRESS: at 77.09% examples, 711665 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:11,533 : INFO : EPOCH 14 - PROGRESS: at 77.47% examples, 711769 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:12,545 : INFO : EPOCH 14 - PROGRESS: at 77.82% examples, 711836 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:13,555 : INFO : EPOCH 14 - PROGRESS: at 78.18% examples, 711945 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:14,561 : INFO : EPOCH 14 - PROGRESS: at 78.53% examples, 712085 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:15,580 : INFO : EPOCH 14 - PROGRESS: at 78.89% examples, 712208 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:16,584 : INFO : EPOCH 14 - PROGRESS: at 79.23% examples, 712356 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:17,598 : INFO : EPOCH 14 - PROGRESS: at 79.60% examples, 712425 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:18,622 : INFO : EPOCH 14 - PROGRESS: at 79.96% examples, 712498 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:19,626 : INFO : EPOCH 14 - PROGRESS: at 80.33% examples, 712592 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:20,642 : INFO : EPOCH 14 - PROGRESS: at 80.70% examples, 712679 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:32:21,643 : INFO : EPOCH 14 - PROGRESS: at 81.06% examples, 712780 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:22,648 : INFO : EPOCH 14 - PROGRESS: at 81.39% examples, 712870 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:23,650 : INFO : EPOCH 14 - PROGRESS: at 81.75% examples, 712961 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:24,666 : INFO : EPOCH 14 - PROGRESS: at 82.11% examples, 713106 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:25,667 : INFO : EPOCH 14 - PROGRESS: at 82.45% examples, 713213 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:26,670 : INFO : EPOCH 14 - PROGRESS: at 82.80% examples, 713283 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:32:27,682 : INFO : EPOCH 14 - PROGRESS: at 83.14% examples, 713434 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:28,682 : INFO : EPOCH 14 - PROGRESS: at 83.50% examples, 713488 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:29,686 : INFO : EPOCH 14 - PROGRESS: at 83.84% examples, 713612 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:30,691 : INFO : EPOCH 14 - PROGRESS: at 84.21% examples, 713710 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:31,702 : INFO : EPOCH 14 - PROGRESS: at 84.57% examples, 713782 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:32,712 : INFO : EPOCH 14 - PROGRESS: at 84.93% examples, 713832 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:33,715 : INFO : EPOCH 14 - PROGRESS: at 85.29% examples, 713927 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:34,719 : INFO : EPOCH 14 - PROGRESS: at 85.64% examples, 714034 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:35,721 : INFO : EPOCH 14 - PROGRESS: at 85.97% examples, 714055 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:36,731 : INFO : EPOCH 14 - PROGRESS: at 86.34% examples, 714180 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:37,732 : INFO : EPOCH 14 - PROGRESS: at 86.69% examples, 714285 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:38,736 : INFO : EPOCH 14 - PROGRESS: at 87.04% examples, 714345 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:39,742 : INFO : EPOCH 14 - PROGRESS: at 87.41% examples, 714455 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:40,744 : INFO : EPOCH 14 - PROGRESS: at 87.75% examples, 714542 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:41,747 : INFO : EPOCH 14 - PROGRESS: at 88.10% examples, 714599 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:42,752 : INFO : EPOCH 14 - PROGRESS: at 88.45% examples, 714656 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:43,759 : INFO : EPOCH 14 - PROGRESS: at 88.78% examples, 714787 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:44,771 : INFO : EPOCH 14 - PROGRESS: at 89.14% examples, 714827 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:45,777 : INFO : EPOCH 14 - PROGRESS: at 89.49% examples, 714892 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:46,777 : INFO : EPOCH 14 - PROGRESS: at 89.84% examples, 714961 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:47,793 : INFO : EPOCH 14 - PROGRESS: at 90.20% examples, 715026 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:48,795 : INFO : EPOCH 14 - PROGRESS: at 90.55% examples, 715100 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:49,812 : INFO : EPOCH 14 - PROGRESS: at 90.93% examples, 715110 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:50,815 : INFO : EPOCH 14 - PROGRESS: at 91.28% examples, 715180 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:32:51,820 : INFO : EPOCH 14 - PROGRESS: at 91.63% examples, 715221 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:52,830 : INFO : EPOCH 14 - PROGRESS: at 92.02% examples, 715308 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:53,832 : INFO : EPOCH 14 - PROGRESS: at 92.39% examples, 715349 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:32:54,837 : INFO : EPOCH 14 - PROGRESS: at 92.74% examples, 715428 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:55,842 : INFO : EPOCH 14 - PROGRESS: at 93.08% examples, 715499 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:56,853 : INFO : EPOCH 14 - PROGRESS: at 93.40% examples, 715598 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:57,860 : INFO : EPOCH 14 - PROGRESS: at 93.74% examples, 715694 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:58,884 : INFO : EPOCH 14 - PROGRESS: at 94.08% examples, 715674 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:32:59,885 : INFO : EPOCH 14 - PROGRESS: at 94.42% examples, 715656 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:00,891 : INFO : EPOCH 14 - PROGRESS: at 94.75% examples, 715570 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:01,893 : INFO : EPOCH 14 - PROGRESS: at 95.06% examples, 715327 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:02,904 : INFO : EPOCH 14 - PROGRESS: at 95.37% examples, 715005 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:03,909 : INFO : EPOCH 14 - PROGRESS: at 95.73% examples, 715046 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:04,918 : INFO : EPOCH 14 - PROGRESS: at 96.07% examples, 715125 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:05,930 : INFO : EPOCH 14 - PROGRESS: at 96.43% examples, 715214 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:06,937 : INFO : EPOCH 14 - PROGRESS: at 96.80% examples, 715307 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:07,942 : INFO : EPOCH 14 - PROGRESS: at 97.15% examples, 715378 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:33:08,950 : INFO : EPOCH 14 - PROGRESS: at 97.51% examples, 715425 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:09,951 : INFO : EPOCH 14 - PROGRESS: at 97.84% examples, 715490 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:10,968 : INFO : EPOCH 14 - PROGRESS: at 98.20% examples, 715548 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:11,975 : INFO : EPOCH 14 - PROGRESS: at 98.55% examples, 715601 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:12,978 : INFO : EPOCH 14 - PROGRESS: at 98.92% examples, 715650 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:13,980 : INFO : EPOCH 14 - PROGRESS: at 99.29% examples, 715759 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:14,987 : INFO : EPOCH 14 - PROGRESS: at 99.66% examples, 715782 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:15,844 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 05:33:15,856 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 05:33:15,857 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 05:33:15,858 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 05:33:15,858 : INFO : EPOCH - 14 : training on 266670914 raw words (206934030 effective words) took 289.1s, 715884 effective words/s
2020-07-24 05:33:16,878 : INFO : EPOCH 15 - PROGRESS: at 0.32% examples, 712015 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:17,894 : INFO : EPOCH 15 - PROGRESS: at 0.66% examples, 725383 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:18,902 : INFO : EPOCH 15 - PROGRESS: at 1.00% examples, 727175 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:19,918 : INFO : EPOCH 15 - PROGRESS: at 1.35% examples, 729711 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:20,918 : INFO : EPOCH 15 - PROGRESS: at 1.70% examples, 729567 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:21,925 : INFO : EPOCH 15 - PROGRESS: at 2.06% examples, 728956 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:22,926 : INFO : EPOCH 15 - PROGRESS: at 2.42% examples, 729967 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:23,929 : INFO : EPOCH 15 - PROGRESS: at 2.77% examples, 730065 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:24,943 : INFO : EPOCH 15 - PROGRESS: at 3.15% examples, 729231 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:25,968 : INFO : EPOCH 15 - PROGRESS: at 3.50% examples, 729027 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:26,978 : INFO : EPOCH 15 - PROGRESS: at 3.88% examples, 730431 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:28,003 : INFO : EPOCH 15 - PROGRESS: at 4.22% examples, 730303 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:29,009 : INFO : EPOCH 15 - PROGRESS: at 4.57% examples, 730731 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:30,022 : INFO : EPOCH 15 - PROGRESS: at 4.93% examples, 730510 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:31,026 : INFO : EPOCH 15 - PROGRESS: at 5.31% examples, 729891 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:32,030 : INFO : EPOCH 15 - PROGRESS: at 5.65% examples, 729728 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:33,031 : INFO : EPOCH 15 - PROGRESS: at 6.00% examples, 730542 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:34,037 : INFO : EPOCH 15 - PROGRESS: at 6.36% examples, 730221 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:35,039 : INFO : EPOCH 15 - PROGRESS: at 6.74% examples, 730233 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:36,039 : INFO : EPOCH 15 - PROGRESS: at 7.11% examples, 730407 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:37,052 : INFO : EPOCH 15 - PROGRESS: at 7.46% examples, 730493 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:38,068 : INFO : EPOCH 15 - PROGRESS: at 7.85% examples, 730575 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:39,072 : INFO : EPOCH 15 - PROGRESS: at 8.22% examples, 730558 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:40,076 : INFO : EPOCH 15 - PROGRESS: at 8.58% examples, 731129 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:41,080 : INFO : EPOCH 15 - PROGRESS: at 8.94% examples, 730405 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:42,083 : INFO : EPOCH 15 - PROGRESS: at 9.30% examples, 731034 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:43,088 : INFO : EPOCH 15 - PROGRESS: at 9.63% examples, 730646 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:44,089 : INFO : EPOCH 15 - PROGRESS: at 9.99% examples, 731163 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:45,104 : INFO : EPOCH 15 - PROGRESS: at 10.36% examples, 730813 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:33:46,115 : INFO : EPOCH 15 - PROGRESS: at 10.71% examples, 730645 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:33:47,122 : INFO : EPOCH 15 - PROGRESS: at 11.08% examples, 730347 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:48,133 : INFO : EPOCH 15 - PROGRESS: at 11.42% examples, 730720 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:49,135 : INFO : EPOCH 15 - PROGRESS: at 11.79% examples, 731313 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:50,139 : INFO : EPOCH 15 - PROGRESS: at 12.13% examples, 731419 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:51,151 : INFO : EPOCH 15 - PROGRESS: at 12.49% examples, 731211 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:52,162 : INFO : EPOCH 15 - PROGRESS: at 12.85% examples, 731208 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:53,167 : INFO : EPOCH 15 - PROGRESS: at 13.19% examples, 731630 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:54,167 : INFO : EPOCH 15 - PROGRESS: at 13.56% examples, 731427 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:55,170 : INFO : EPOCH 15 - PROGRESS: at 13.92% examples, 731447 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:56,175 : INFO : EPOCH 15 - PROGRESS: at 14.30% examples, 731319 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:33:57,179 : INFO : EPOCH 15 - PROGRESS: at 14.65% examples, 731340 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:58,183 : INFO : EPOCH 15 - PROGRESS: at 15.01% examples, 731229 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:33:59,189 : INFO : EPOCH 15 - PROGRESS: at 15.33% examples, 731388 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:00,197 : INFO : EPOCH 15 - PROGRESS: at 15.70% examples, 731268 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:01,206 : INFO : EPOCH 15 - PROGRESS: at 16.06% examples, 731314 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:02,216 : INFO : EPOCH 15 - PROGRESS: at 16.44% examples, 731335 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:03,225 : INFO : EPOCH 15 - PROGRESS: at 16.79% examples, 731304 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:04,244 : INFO : EPOCH 15 - PROGRESS: at 17.14% examples, 731253 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:05,245 : INFO : EPOCH 15 - PROGRESS: at 17.50% examples, 731617 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:06,261 : INFO : EPOCH 15 - PROGRESS: at 17.90% examples, 731431 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:07,279 : INFO : EPOCH 15 - PROGRESS: at 18.26% examples, 731552 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:08,282 : INFO : EPOCH 15 - PROGRESS: at 18.62% examples, 731511 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:34:09,283 : INFO : EPOCH 15 - PROGRESS: at 18.97% examples, 731697 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:10,292 : INFO : EPOCH 15 - PROGRESS: at 19.31% examples, 731655 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:34:11,294 : INFO : EPOCH 15 - PROGRESS: at 19.67% examples, 731806 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:12,303 : INFO : EPOCH 15 - PROGRESS: at 20.02% examples, 731853 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:13,303 : INFO : EPOCH 15 - PROGRESS: at 20.38% examples, 731700 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:34:14,307 : INFO : EPOCH 15 - PROGRESS: at 20.76% examples, 731624 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:15,321 : INFO : EPOCH 15 - PROGRESS: at 21.13% examples, 731530 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:16,324 : INFO : EPOCH 15 - PROGRESS: at 21.52% examples, 731592 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:17,337 : INFO : EPOCH 15 - PROGRESS: at 21.89% examples, 731504 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:18,351 : INFO : EPOCH 15 - PROGRESS: at 22.22% examples, 731505 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:19,363 : INFO : EPOCH 15 - PROGRESS: at 22.60% examples, 731514 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:20,365 : INFO : EPOCH 15 - PROGRESS: at 22.96% examples, 731489 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:21,368 : INFO : EPOCH 15 - PROGRESS: at 23.34% examples, 731465 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:22,379 : INFO : EPOCH 15 - PROGRESS: at 23.68% examples, 731362 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:23,393 : INFO : EPOCH 15 - PROGRESS: at 24.06% examples, 731300 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:24,397 : INFO : EPOCH 15 - PROGRESS: at 24.41% examples, 730868 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:34:25,403 : INFO : EPOCH 15 - PROGRESS: at 24.74% examples, 729944 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:26,409 : INFO : EPOCH 15 - PROGRESS: at 25.05% examples, 728945 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:34:27,414 : INFO : EPOCH 15 - PROGRESS: at 25.37% examples, 727945 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:28,418 : INFO : EPOCH 15 - PROGRESS: at 25.67% examples, 727183 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:29,423 : INFO : EPOCH 15 - PROGRESS: at 26.00% examples, 726259 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:30,426 : INFO : EPOCH 15 - PROGRESS: at 26.32% examples, 725494 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:31,432 : INFO : EPOCH 15 - PROGRESS: at 26.64% examples, 724754 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:32,448 : INFO : EPOCH 15 - PROGRESS: at 26.98% examples, 723811 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:33,458 : INFO : EPOCH 15 - PROGRESS: at 27.30% examples, 723027 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:34:34,465 : INFO : EPOCH 15 - PROGRESS: at 27.64% examples, 722298 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:35,466 : INFO : EPOCH 15 - PROGRESS: at 27.96% examples, 721631 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:36,472 : INFO : EPOCH 15 - PROGRESS: at 28.31% examples, 720930 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:37,472 : INFO : EPOCH 15 - PROGRESS: at 28.64% examples, 720284 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:34:38,483 : INFO : EPOCH 15 - PROGRESS: at 28.96% examples, 719489 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:34:39,490 : INFO : EPOCH 15 - PROGRESS: at 29.31% examples, 718815 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:40,499 : INFO : EPOCH 15 - PROGRESS: at 29.62% examples, 718237 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:41,524 : INFO : EPOCH 15 - PROGRESS: at 29.96% examples, 717488 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:42,542 : INFO : EPOCH 15 - PROGRESS: at 30.30% examples, 716892 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:43,557 : INFO : EPOCH 15 - PROGRESS: at 30.63% examples, 716345 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:44,564 : INFO : EPOCH 15 - PROGRESS: at 30.99% examples, 715720 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:45,564 : INFO : EPOCH 15 - PROGRESS: at 31.31% examples, 715270 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:46,564 : INFO : EPOCH 15 - PROGRESS: at 31.63% examples, 714647 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:47,569 : INFO : EPOCH 15 - PROGRESS: at 31.91% examples, 714120 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:48,576 : INFO : EPOCH 15 - PROGRESS: at 32.22% examples, 713537 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:49,588 : INFO : EPOCH 15 - PROGRESS: at 32.55% examples, 712919 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:50,602 : INFO : EPOCH 15 - PROGRESS: at 32.89% examples, 712342 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:51,613 : INFO : EPOCH 15 - PROGRESS: at 33.26% examples, 711743 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:52,617 : INFO : EPOCH 15 - PROGRESS: at 33.60% examples, 711199 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:53,617 : INFO : EPOCH 15 - PROGRESS: at 33.92% examples, 710713 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:54,624 : INFO : EPOCH 15 - PROGRESS: at 34.28% examples, 710136 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:55,629 : INFO : EPOCH 15 - PROGRESS: at 34.61% examples, 709762 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:56,652 : INFO : EPOCH 15 - PROGRESS: at 34.95% examples, 709258 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:34:57,654 : INFO : EPOCH 15 - PROGRESS: at 35.26% examples, 708782 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:58,658 : INFO : EPOCH 15 - PROGRESS: at 35.58% examples, 708532 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:34:59,666 : INFO : EPOCH 15 - PROGRESS: at 35.90% examples, 708065 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:35:00,671 : INFO : EPOCH 15 - PROGRESS: at 36.21% examples, 707665 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:01,677 : INFO : EPOCH 15 - PROGRESS: at 36.53% examples, 707211 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:02,694 : INFO : EPOCH 15 - PROGRESS: at 36.87% examples, 706794 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:03,700 : INFO : EPOCH 15 - PROGRESS: at 37.19% examples, 706425 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:35:04,717 : INFO : EPOCH 15 - PROGRESS: at 37.52% examples, 706079 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:05,738 : INFO : EPOCH 15 - PROGRESS: at 37.85% examples, 705802 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:06,741 : INFO : EPOCH 15 - PROGRESS: at 38.17% examples, 705404 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:07,742 : INFO : EPOCH 15 - PROGRESS: at 38.50% examples, 705124 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:08,745 : INFO : EPOCH 15 - PROGRESS: at 38.82% examples, 704804 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:09,753 : INFO : EPOCH 15 - PROGRESS: at 39.15% examples, 704444 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:10,778 : INFO : EPOCH 15 - PROGRESS: at 39.48% examples, 704067 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:11,791 : INFO : EPOCH 15 - PROGRESS: at 39.79% examples, 703801 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:12,797 : INFO : EPOCH 15 - PROGRESS: at 40.10% examples, 703536 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:13,798 : INFO : EPOCH 15 - PROGRESS: at 40.40% examples, 703233 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:14,806 : INFO : EPOCH 15 - PROGRESS: at 40.71% examples, 702907 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:35:15,808 : INFO : EPOCH 15 - PROGRESS: at 41.06% examples, 702541 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:16,812 : INFO : EPOCH 15 - PROGRESS: at 41.40% examples, 702247 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:17,815 : INFO : EPOCH 15 - PROGRESS: at 41.73% examples, 701988 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:18,835 : INFO : EPOCH 15 - PROGRESS: at 42.06% examples, 701673 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:19,837 : INFO : EPOCH 15 - PROGRESS: at 42.38% examples, 701493 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:20,845 : INFO : EPOCH 15 - PROGRESS: at 42.69% examples, 701155 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:21,862 : INFO : EPOCH 15 - PROGRESS: at 43.02% examples, 700813 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:22,879 : INFO : EPOCH 15 - PROGRESS: at 43.35% examples, 700441 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:23,888 : INFO : EPOCH 15 - PROGRESS: at 43.71% examples, 700127 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:24,893 : INFO : EPOCH 15 - PROGRESS: at 44.01% examples, 699845 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:35:25,901 : INFO : EPOCH 15 - PROGRESS: at 44.32% examples, 699625 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:26,913 : INFO : EPOCH 15 - PROGRESS: at 44.64% examples, 699301 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:27,917 : INFO : EPOCH 15 - PROGRESS: at 44.95% examples, 699086 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:28,933 : INFO : EPOCH 15 - PROGRESS: at 45.25% examples, 698891 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:35:29,940 : INFO : EPOCH 15 - PROGRESS: at 45.59% examples, 698690 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:30,951 : INFO : EPOCH 15 - PROGRESS: at 45.90% examples, 698495 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:31,960 : INFO : EPOCH 15 - PROGRESS: at 46.23% examples, 698214 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:32,973 : INFO : EPOCH 15 - PROGRESS: at 46.56% examples, 697912 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:35:33,978 : INFO : EPOCH 15 - PROGRESS: at 46.92% examples, 697645 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:35:34,980 : INFO : EPOCH 15 - PROGRESS: at 47.26% examples, 697410 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:35,982 : INFO : EPOCH 15 - PROGRESS: at 47.59% examples, 697156 words/s, in_qsize 8, out_qsize 1
2020-07-24 05:35:36,993 : INFO : EPOCH 15 - PROGRESS: at 47.94% examples, 696943 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:37,994 : INFO : EPOCH 15 - PROGRESS: at 48.28% examples, 696675 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:39,001 : INFO : EPOCH 15 - PROGRESS: at 48.60% examples, 696312 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:40,015 : INFO : EPOCH 15 - PROGRESS: at 48.92% examples, 695856 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:41,017 : INFO : EPOCH 15 - PROGRESS: at 49.22% examples, 695535 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:42,026 : INFO : EPOCH 15 - PROGRESS: at 49.50% examples, 694651 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:43,033 : INFO : EPOCH 15 - PROGRESS: at 49.83% examples, 694355 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:44,048 : INFO : EPOCH 15 - PROGRESS: at 50.19% examples, 694588 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:35:45,061 : INFO : EPOCH 15 - PROGRESS: at 50.53% examples, 694913 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:46,068 : INFO : EPOCH 15 - PROGRESS: at 50.91% examples, 695173 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:47,072 : INFO : EPOCH 15 - PROGRESS: at 51.25% examples, 695419 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:48,084 : INFO : EPOCH 15 - PROGRESS: at 51.59% examples, 695657 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:49,088 : INFO : EPOCH 15 - PROGRESS: at 51.95% examples, 695857 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:50,095 : INFO : EPOCH 15 - PROGRESS: at 52.31% examples, 696099 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:35:51,103 : INFO : EPOCH 15 - PROGRESS: at 52.65% examples, 696368 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:52,111 : INFO : EPOCH 15 - PROGRESS: at 53.00% examples, 696566 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:53,125 : INFO : EPOCH 15 - PROGRESS: at 53.34% examples, 696812 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:35:54,129 : INFO : EPOCH 15 - PROGRESS: at 53.69% examples, 697067 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:55,148 : INFO : EPOCH 15 - PROGRESS: at 54.05% examples, 697237 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:56,159 : INFO : EPOCH 15 - PROGRESS: at 54.38% examples, 697539 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:57,171 : INFO : EPOCH 15 - PROGRESS: at 54.71% examples, 697783 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:58,172 : INFO : EPOCH 15 - PROGRESS: at 55.09% examples, 697974 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:35:59,188 : INFO : EPOCH 15 - PROGRESS: at 55.43% examples, 698195 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:00,200 : INFO : EPOCH 15 - PROGRESS: at 55.78% examples, 698387 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:01,211 : INFO : EPOCH 15 - PROGRESS: at 56.15% examples, 698590 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:02,218 : INFO : EPOCH 15 - PROGRESS: at 56.49% examples, 698848 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:36:03,225 : INFO : EPOCH 15 - PROGRESS: at 56.86% examples, 699064 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:04,226 : INFO : EPOCH 15 - PROGRESS: at 57.21% examples, 699253 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:05,229 : INFO : EPOCH 15 - PROGRESS: at 57.58% examples, 699440 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:06,229 : INFO : EPOCH 15 - PROGRESS: at 57.93% examples, 699635 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:07,234 : INFO : EPOCH 15 - PROGRESS: at 58.27% examples, 699796 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:08,259 : INFO : EPOCH 15 - PROGRESS: at 58.64% examples, 699952 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:09,262 : INFO : EPOCH 15 - PROGRESS: at 59.00% examples, 700272 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:10,265 : INFO : EPOCH 15 - PROGRESS: at 59.35% examples, 700487 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:11,268 : INFO : EPOCH 15 - PROGRESS: at 59.68% examples, 700667 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:36:12,268 : INFO : EPOCH 15 - PROGRESS: at 60.05% examples, 700883 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:36:13,270 : INFO : EPOCH 15 - PROGRESS: at 60.39% examples, 701044 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:14,276 : INFO : EPOCH 15 - PROGRESS: at 60.75% examples, 701260 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:15,291 : INFO : EPOCH 15 - PROGRESS: at 61.08% examples, 701478 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:16,306 : INFO : EPOCH 15 - PROGRESS: at 61.44% examples, 701648 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:17,308 : INFO : EPOCH 15 - PROGRESS: at 61.81% examples, 701842 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:18,312 : INFO : EPOCH 15 - PROGRESS: at 62.17% examples, 701989 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:19,313 : INFO : EPOCH 15 - PROGRESS: at 62.53% examples, 702156 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:20,313 : INFO : EPOCH 15 - PROGRESS: at 62.90% examples, 702306 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:21,317 : INFO : EPOCH 15 - PROGRESS: at 63.28% examples, 702449 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:22,327 : INFO : EPOCH 15 - PROGRESS: at 63.67% examples, 702611 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:23,328 : INFO : EPOCH 15 - PROGRESS: at 64.03% examples, 702822 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:24,333 : INFO : EPOCH 15 - PROGRESS: at 64.37% examples, 702947 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:25,336 : INFO : EPOCH 15 - PROGRESS: at 64.70% examples, 703109 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:26,346 : INFO : EPOCH 15 - PROGRESS: at 65.05% examples, 703303 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:27,366 : INFO : EPOCH 15 - PROGRESS: at 65.41% examples, 703467 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:36:28,371 : INFO : EPOCH 15 - PROGRESS: at 65.77% examples, 703686 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:29,376 : INFO : EPOCH 15 - PROGRESS: at 66.12% examples, 703820 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:30,396 : INFO : EPOCH 15 - PROGRESS: at 66.48% examples, 703954 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:31,402 : INFO : EPOCH 15 - PROGRESS: at 66.85% examples, 704045 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:32,407 : INFO : EPOCH 15 - PROGRESS: at 67.18% examples, 704183 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:33,410 : INFO : EPOCH 15 - PROGRESS: at 67.54% examples, 704364 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:34,411 : INFO : EPOCH 15 - PROGRESS: at 67.87% examples, 704503 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:36:35,414 : INFO : EPOCH 15 - PROGRESS: at 68.24% examples, 704663 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:36,417 : INFO : EPOCH 15 - PROGRESS: at 68.60% examples, 704809 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:37,433 : INFO : EPOCH 15 - PROGRESS: at 68.96% examples, 704985 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:38,438 : INFO : EPOCH 15 - PROGRESS: at 69.32% examples, 705078 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:39,441 : INFO : EPOCH 15 - PROGRESS: at 69.66% examples, 705254 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:36:40,442 : INFO : EPOCH 15 - PROGRESS: at 70.00% examples, 705382 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:41,445 : INFO : EPOCH 15 - PROGRESS: at 70.32% examples, 705529 words/s, in_qsize 5, out_qsize 2
2020-07-24 05:36:42,447 : INFO : EPOCH 15 - PROGRESS: at 70.70% examples, 705677 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:43,453 : INFO : EPOCH 15 - PROGRESS: at 71.08% examples, 705758 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:36:44,458 : INFO : EPOCH 15 - PROGRESS: at 71.44% examples, 705881 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:45,461 : INFO : EPOCH 15 - PROGRESS: at 71.77% examples, 706014 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:46,487 : INFO : EPOCH 15 - PROGRESS: at 72.12% examples, 706134 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:47,509 : INFO : EPOCH 15 - PROGRESS: at 72.49% examples, 706266 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:48,524 : INFO : EPOCH 15 - PROGRESS: at 72.86% examples, 706404 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:49,537 : INFO : EPOCH 15 - PROGRESS: at 73.22% examples, 706529 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:50,551 : INFO : EPOCH 15 - PROGRESS: at 73.57% examples, 706629 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:51,571 : INFO : EPOCH 15 - PROGRESS: at 73.94% examples, 706730 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:52,572 : INFO : EPOCH 15 - PROGRESS: at 74.30% examples, 706904 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:53,574 : INFO : EPOCH 15 - PROGRESS: at 74.64% examples, 707051 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:54,575 : INFO : EPOCH 15 - PROGRESS: at 74.96% examples, 707136 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:55,581 : INFO : EPOCH 15 - PROGRESS: at 75.31% examples, 707285 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:56,590 : INFO : EPOCH 15 - PROGRESS: at 75.66% examples, 707404 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:57,610 : INFO : EPOCH 15 - PROGRESS: at 76.00% examples, 707530 words/s, in_qsize 6, out_qsize 2
2020-07-24 05:36:58,620 : INFO : EPOCH 15 - PROGRESS: at 76.35% examples, 707735 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:36:59,644 : INFO : EPOCH 15 - PROGRESS: at 76.71% examples, 707804 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:00,656 : INFO : EPOCH 15 - PROGRESS: at 77.05% examples, 707895 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:01,661 : INFO : EPOCH 15 - PROGRESS: at 77.42% examples, 707976 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:02,668 : INFO : EPOCH 15 - PROGRESS: at 77.78% examples, 708055 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:37:03,679 : INFO : EPOCH 15 - PROGRESS: at 78.14% examples, 708188 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:04,680 : INFO : EPOCH 15 - PROGRESS: at 78.48% examples, 708336 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:05,692 : INFO : EPOCH 15 - PROGRESS: at 78.84% examples, 708452 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:06,701 : INFO : EPOCH 15 - PROGRESS: at 79.19% examples, 708546 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:07,703 : INFO : EPOCH 15 - PROGRESS: at 79.53% examples, 708657 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:08,704 : INFO : EPOCH 15 - PROGRESS: at 79.92% examples, 708778 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:09,717 : INFO : EPOCH 15 - PROGRESS: at 80.26% examples, 708841 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:10,729 : INFO : EPOCH 15 - PROGRESS: at 80.64% examples, 708971 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:11,734 : INFO : EPOCH 15 - PROGRESS: at 80.99% examples, 709054 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:12,739 : INFO : EPOCH 15 - PROGRESS: at 81.33% examples, 709208 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:13,750 : INFO : EPOCH 15 - PROGRESS: at 81.69% examples, 709343 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:14,765 : INFO : EPOCH 15 - PROGRESS: at 82.05% examples, 709403 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:15,775 : INFO : EPOCH 15 - PROGRESS: at 82.39% examples, 709547 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:16,796 : INFO : EPOCH 15 - PROGRESS: at 82.73% examples, 709630 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:17,802 : INFO : EPOCH 15 - PROGRESS: at 83.09% examples, 709735 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:18,802 : INFO : EPOCH 15 - PROGRESS: at 83.43% examples, 709820 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:19,811 : INFO : EPOCH 15 - PROGRESS: at 83.78% examples, 709936 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:37:20,812 : INFO : EPOCH 15 - PROGRESS: at 84.15% examples, 710042 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:21,812 : INFO : EPOCH 15 - PROGRESS: at 84.51% examples, 710145 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:22,823 : INFO : EPOCH 15 - PROGRESS: at 84.85% examples, 710181 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:23,830 : INFO : EPOCH 15 - PROGRESS: at 85.22% examples, 710295 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:24,839 : INFO : EPOCH 15 - PROGRESS: at 85.58% examples, 710364 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:25,846 : INFO : EPOCH 15 - PROGRESS: at 85.92% examples, 710486 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:26,847 : INFO : EPOCH 15 - PROGRESS: at 86.25% examples, 710556 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:27,850 : INFO : EPOCH 15 - PROGRESS: at 86.62% examples, 710694 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:37:28,852 : INFO : EPOCH 15 - PROGRESS: at 86.97% examples, 710846 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:29,862 : INFO : EPOCH 15 - PROGRESS: at 87.35% examples, 710890 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:30,863 : INFO : EPOCH 15 - PROGRESS: at 87.68% examples, 710981 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:31,871 : INFO : EPOCH 15 - PROGRESS: at 88.04% examples, 711072 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:32,888 : INFO : EPOCH 15 - PROGRESS: at 88.39% examples, 711132 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:33,892 : INFO : EPOCH 15 - PROGRESS: at 88.73% examples, 711234 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:34,907 : INFO : EPOCH 15 - PROGRESS: at 89.07% examples, 711318 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:35,909 : INFO : EPOCH 15 - PROGRESS: at 89.42% examples, 711383 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:36,915 : INFO : EPOCH 15 - PROGRESS: at 89.77% examples, 711498 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:37,919 : INFO : EPOCH 15 - PROGRESS: at 90.14% examples, 711583 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:38,919 : INFO : EPOCH 15 - PROGRESS: at 90.47% examples, 711635 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:39,920 : INFO : EPOCH 15 - PROGRESS: at 90.87% examples, 711721 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:40,924 : INFO : EPOCH 15 - PROGRESS: at 91.22% examples, 711782 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:41,935 : INFO : EPOCH 15 - PROGRESS: at 91.58% examples, 711901 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:42,938 : INFO : EPOCH 15 - PROGRESS: at 91.95% examples, 711953 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:37:43,940 : INFO : EPOCH 15 - PROGRESS: at 92.32% examples, 711996 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:44,944 : INFO : EPOCH 15 - PROGRESS: at 92.68% examples, 712064 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:45,957 : INFO : EPOCH 15 - PROGRESS: at 93.02% examples, 712171 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:46,959 : INFO : EPOCH 15 - PROGRESS: at 93.34% examples, 712263 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:47,964 : INFO : EPOCH 15 - PROGRESS: at 93.67% examples, 712382 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:48,980 : INFO : EPOCH 15 - PROGRESS: at 94.02% examples, 712484 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:49,984 : INFO : EPOCH 15 - PROGRESS: at 94.37% examples, 712567 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:50,992 : INFO : EPOCH 15 - PROGRESS: at 94.72% examples, 712613 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:51,997 : INFO : EPOCH 15 - PROGRESS: at 95.07% examples, 712712 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:53,005 : INFO : EPOCH 15 - PROGRESS: at 95.45% examples, 712765 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:54,009 : INFO : EPOCH 15 - PROGRESS: at 95.80% examples, 712837 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:55,011 : INFO : EPOCH 15 - PROGRESS: at 96.12% examples, 712881 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:37:56,011 : INFO : EPOCH 15 - PROGRESS: at 96.48% examples, 712968 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:57,016 : INFO : EPOCH 15 - PROGRESS: at 96.85% examples, 713061 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:58,023 : INFO : EPOCH 15 - PROGRESS: at 97.20% examples, 713109 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:37:59,029 : INFO : EPOCH 15 - PROGRESS: at 97.56% examples, 713189 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:00,029 : INFO : EPOCH 15 - PROGRESS: at 97.88% examples, 713233 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:01,036 : INFO : EPOCH 15 - PROGRESS: at 98.24% examples, 713325 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:38:02,040 : INFO : EPOCH 15 - PROGRESS: at 98.60% examples, 713375 words/s, in_qsize 8, out_qsize 1
2020-07-24 05:38:03,048 : INFO : EPOCH 15 - PROGRESS: at 98.97% examples, 713449 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:38:04,061 : INFO : EPOCH 15 - PROGRESS: at 99.33% examples, 713537 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:05,073 : INFO : EPOCH 15 - PROGRESS: at 99.71% examples, 713590 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:05,796 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 05:38:05,816 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 05:38:05,817 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 05:38:05,820 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 05:38:05,821 : INFO : EPOCH - 15 : training on 266670914 raw words (206924092 effective words) took 290.0s, 713634 effective words/s
2020-07-24 05:38:06,839 : INFO : EPOCH 16 - PROGRESS: at 0.32% examples, 712318 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:07,850 : INFO : EPOCH 16 - PROGRESS: at 0.65% examples, 723721 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:08,861 : INFO : EPOCH 16 - PROGRESS: at 1.00% examples, 725284 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:09,869 : INFO : EPOCH 16 - PROGRESS: at 1.34% examples, 727915 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:10,874 : INFO : EPOCH 16 - PROGRESS: at 1.70% examples, 728149 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:11,880 : INFO : EPOCH 16 - PROGRESS: at 2.05% examples, 728392 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:12,882 : INFO : EPOCH 16 - PROGRESS: at 2.41% examples, 727039 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:13,893 : INFO : EPOCH 16 - PROGRESS: at 2.76% examples, 728622 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:14,896 : INFO : EPOCH 16 - PROGRESS: at 3.13% examples, 727579 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:15,907 : INFO : EPOCH 16 - PROGRESS: at 3.49% examples, 728034 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:16,924 : INFO : EPOCH 16 - PROGRESS: at 3.87% examples, 728779 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:17,927 : INFO : EPOCH 16 - PROGRESS: at 4.19% examples, 728606 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:18,950 : INFO : EPOCH 16 - PROGRESS: at 4.54% examples, 726763 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:19,954 : INFO : EPOCH 16 - PROGRESS: at 4.89% examples, 724917 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:20,960 : INFO : EPOCH 16 - PROGRESS: at 5.23% examples, 722521 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:21,967 : INFO : EPOCH 16 - PROGRESS: at 5.55% examples, 716913 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:38:22,976 : INFO : EPOCH 16 - PROGRESS: at 5.85% examples, 712233 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:23,976 : INFO : EPOCH 16 - PROGRESS: at 6.21% examples, 714010 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:24,994 : INFO : EPOCH 16 - PROGRESS: at 6.57% examples, 714705 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:26,002 : INFO : EPOCH 16 - PROGRESS: at 6.95% examples, 715560 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:27,012 : INFO : EPOCH 16 - PROGRESS: at 7.32% examples, 716487 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:28,020 : INFO : EPOCH 16 - PROGRESS: at 7.68% examples, 716684 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:29,025 : INFO : EPOCH 16 - PROGRESS: at 8.05% examples, 717220 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:38:30,028 : INFO : EPOCH 16 - PROGRESS: at 8.42% examples, 718499 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:31,040 : INFO : EPOCH 16 - PROGRESS: at 8.79% examples, 718346 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:32,053 : INFO : EPOCH 16 - PROGRESS: at 9.16% examples, 718875 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:33,059 : INFO : EPOCH 16 - PROGRESS: at 9.47% examples, 719570 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:34,065 : INFO : EPOCH 16 - PROGRESS: at 9.84% examples, 720143 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:35,068 : INFO : EPOCH 16 - PROGRESS: at 10.21% examples, 720813 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:36,073 : INFO : EPOCH 16 - PROGRESS: at 10.57% examples, 721039 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:37,082 : INFO : EPOCH 16 - PROGRESS: at 10.93% examples, 721050 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:38,083 : INFO : EPOCH 16 - PROGRESS: at 11.27% examples, 721606 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:39,093 : INFO : EPOCH 16 - PROGRESS: at 11.63% examples, 722085 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:40,100 : INFO : EPOCH 16 - PROGRESS: at 11.99% examples, 722366 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:38:41,104 : INFO : EPOCH 16 - PROGRESS: at 12.34% examples, 722892 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:42,118 : INFO : EPOCH 16 - PROGRESS: at 12.70% examples, 723229 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:43,127 : INFO : EPOCH 16 - PROGRESS: at 13.05% examples, 723481 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:44,129 : INFO : EPOCH 16 - PROGRESS: at 13.42% examples, 723908 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:45,135 : INFO : EPOCH 16 - PROGRESS: at 13.78% examples, 723912 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:46,137 : INFO : EPOCH 16 - PROGRESS: at 14.14% examples, 724434 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:47,147 : INFO : EPOCH 16 - PROGRESS: at 14.52% examples, 724191 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:48,158 : INFO : EPOCH 16 - PROGRESS: at 14.87% examples, 724247 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:49,173 : INFO : EPOCH 16 - PROGRESS: at 15.21% examples, 724459 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:50,182 : INFO : EPOCH 16 - PROGRESS: at 15.56% examples, 724749 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:51,184 : INFO : EPOCH 16 - PROGRESS: at 15.93% examples, 724968 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:52,195 : INFO : EPOCH 16 - PROGRESS: at 16.31% examples, 725099 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:53,195 : INFO : EPOCH 16 - PROGRESS: at 16.65% examples, 725378 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:54,211 : INFO : EPOCH 16 - PROGRESS: at 17.00% examples, 725422 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:55,214 : INFO : EPOCH 16 - PROGRESS: at 17.38% examples, 725728 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:56,219 : INFO : EPOCH 16 - PROGRESS: at 17.74% examples, 725717 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:57,229 : INFO : EPOCH 16 - PROGRESS: at 18.11% examples, 725987 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:38:58,236 : INFO : EPOCH 16 - PROGRESS: at 18.48% examples, 725809 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:38:59,252 : INFO : EPOCH 16 - PROGRESS: at 18.83% examples, 726000 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:00,261 : INFO : EPOCH 16 - PROGRESS: at 19.17% examples, 726244 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:01,263 : INFO : EPOCH 16 - PROGRESS: at 19.51% examples, 726575 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:02,269 : INFO : EPOCH 16 - PROGRESS: at 19.87% examples, 726289 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:03,275 : INFO : EPOCH 16 - PROGRESS: at 20.24% examples, 726420 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:04,275 : INFO : EPOCH 16 - PROGRESS: at 20.61% examples, 726546 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:05,280 : INFO : EPOCH 16 - PROGRESS: at 20.98% examples, 726702 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:06,284 : INFO : EPOCH 16 - PROGRESS: at 21.36% examples, 726684 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:07,287 : INFO : EPOCH 16 - PROGRESS: at 21.73% examples, 726812 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:08,295 : INFO : EPOCH 16 - PROGRESS: at 22.09% examples, 726910 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:09,302 : INFO : EPOCH 16 - PROGRESS: at 22.44% examples, 727126 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:10,312 : INFO : EPOCH 16 - PROGRESS: at 22.83% examples, 727222 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:11,325 : INFO : EPOCH 16 - PROGRESS: at 23.20% examples, 727314 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:12,326 : INFO : EPOCH 16 - PROGRESS: at 23.53% examples, 727401 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:13,334 : INFO : EPOCH 16 - PROGRESS: at 23.91% examples, 727421 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:14,347 : INFO : EPOCH 16 - PROGRESS: at 24.28% examples, 727305 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:15,359 : INFO : EPOCH 16 - PROGRESS: at 24.65% examples, 727371 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:16,360 : INFO : EPOCH 16 - PROGRESS: at 25.00% examples, 727544 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:17,374 : INFO : EPOCH 16 - PROGRESS: at 25.35% examples, 727602 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:39:18,374 : INFO : EPOCH 16 - PROGRESS: at 25.69% examples, 727859 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:19,381 : INFO : EPOCH 16 - PROGRESS: at 26.05% examples, 727930 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:20,384 : INFO : EPOCH 16 - PROGRESS: at 26.40% examples, 727750 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:39:21,406 : INFO : EPOCH 16 - PROGRESS: at 26.71% examples, 726930 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:22,412 : INFO : EPOCH 16 - PROGRESS: at 27.05% examples, 726146 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:23,415 : INFO : EPOCH 16 - PROGRESS: at 27.39% examples, 725324 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:24,423 : INFO : EPOCH 16 - PROGRESS: at 27.72% examples, 724533 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:39:25,434 : INFO : EPOCH 16 - PROGRESS: at 28.05% examples, 723704 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:26,436 : INFO : EPOCH 16 - PROGRESS: at 28.38% examples, 722995 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:27,440 : INFO : EPOCH 16 - PROGRESS: at 28.73% examples, 722145 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:28,442 : INFO : EPOCH 16 - PROGRESS: at 29.05% examples, 721528 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:29,458 : INFO : EPOCH 16 - PROGRESS: at 29.38% examples, 720796 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:30,465 : INFO : EPOCH 16 - PROGRESS: at 29.71% examples, 720157 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:31,472 : INFO : EPOCH 16 - PROGRESS: at 30.03% examples, 719309 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:39:32,478 : INFO : EPOCH 16 - PROGRESS: at 30.37% examples, 718733 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:33,481 : INFO : EPOCH 16 - PROGRESS: at 30.69% examples, 718036 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:34,489 : INFO : EPOCH 16 - PROGRESS: at 31.05% examples, 717468 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:35,498 : INFO : EPOCH 16 - PROGRESS: at 31.37% examples, 716758 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:36,500 : INFO : EPOCH 16 - PROGRESS: at 31.67% examples, 716236 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:37,505 : INFO : EPOCH 16 - PROGRESS: at 31.96% examples, 715640 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:38,514 : INFO : EPOCH 16 - PROGRESS: at 32.29% examples, 715195 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:39,519 : INFO : EPOCH 16 - PROGRESS: at 32.62% examples, 714625 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:40,547 : INFO : EPOCH 16 - PROGRESS: at 32.97% examples, 714016 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:39:41,550 : INFO : EPOCH 16 - PROGRESS: at 33.34% examples, 713413 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:42,557 : INFO : EPOCH 16 - PROGRESS: at 33.67% examples, 712903 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:43,560 : INFO : EPOCH 16 - PROGRESS: at 33.99% examples, 712416 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:44,561 : INFO : EPOCH 16 - PROGRESS: at 34.35% examples, 711992 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:45,565 : INFO : EPOCH 16 - PROGRESS: at 34.68% examples, 711583 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:46,594 : INFO : EPOCH 16 - PROGRESS: at 35.03% examples, 710955 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:47,597 : INFO : EPOCH 16 - PROGRESS: at 35.33% examples, 710659 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:39:48,600 : INFO : EPOCH 16 - PROGRESS: at 35.67% examples, 710179 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:39:49,605 : INFO : EPOCH 16 - PROGRESS: at 35.97% examples, 709733 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:50,606 : INFO : EPOCH 16 - PROGRESS: at 36.28% examples, 709403 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:39:51,617 : INFO : EPOCH 16 - PROGRESS: at 36.60% examples, 708812 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:39:52,627 : INFO : EPOCH 16 - PROGRESS: at 36.94% examples, 708428 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:53,634 : INFO : EPOCH 16 - PROGRESS: at 37.26% examples, 708010 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:54,646 : INFO : EPOCH 16 - PROGRESS: at 37.59% examples, 707657 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:55,659 : INFO : EPOCH 16 - PROGRESS: at 37.90% examples, 707269 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:56,661 : INFO : EPOCH 16 - PROGRESS: at 38.23% examples, 706913 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:57,679 : INFO : EPOCH 16 - PROGRESS: at 38.56% examples, 706458 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:58,712 : INFO : EPOCH 16 - PROGRESS: at 38.88% examples, 706007 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:39:59,721 : INFO : EPOCH 16 - PROGRESS: at 39.21% examples, 705697 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:00,726 : INFO : EPOCH 16 - PROGRESS: at 39.54% examples, 705259 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:01,730 : INFO : EPOCH 16 - PROGRESS: at 39.84% examples, 704888 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:02,730 : INFO : EPOCH 16 - PROGRESS: at 40.15% examples, 704598 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:40:03,746 : INFO : EPOCH 16 - PROGRESS: at 40.45% examples, 704324 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:04,746 : INFO : EPOCH 16 - PROGRESS: at 40.78% examples, 703969 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:05,755 : INFO : EPOCH 16 - PROGRESS: at 41.12% examples, 703634 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:06,776 : INFO : EPOCH 16 - PROGRESS: at 41.45% examples, 703282 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:07,786 : INFO : EPOCH 16 - PROGRESS: at 41.78% examples, 702972 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:08,814 : INFO : EPOCH 16 - PROGRESS: at 42.13% examples, 702670 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:09,820 : INFO : EPOCH 16 - PROGRESS: at 42.45% examples, 702409 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:10,840 : INFO : EPOCH 16 - PROGRESS: at 42.76% examples, 702094 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:11,852 : INFO : EPOCH 16 - PROGRESS: at 43.10% examples, 701787 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:40:12,864 : INFO : EPOCH 16 - PROGRESS: at 43.43% examples, 701516 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:13,879 : INFO : EPOCH 16 - PROGRESS: at 43.77% examples, 701138 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:14,885 : INFO : EPOCH 16 - PROGRESS: at 44.08% examples, 700857 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:15,890 : INFO : EPOCH 16 - PROGRESS: at 44.38% examples, 700528 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:16,894 : INFO : EPOCH 16 - PROGRESS: at 44.70% examples, 700383 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:17,903 : INFO : EPOCH 16 - PROGRESS: at 45.00% examples, 700028 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:40:18,905 : INFO : EPOCH 16 - PROGRESS: at 45.31% examples, 699825 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:19,919 : INFO : EPOCH 16 - PROGRESS: at 45.65% examples, 699590 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:20,932 : INFO : EPOCH 16 - PROGRESS: at 45.97% examples, 699366 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:21,942 : INFO : EPOCH 16 - PROGRESS: at 46.30% examples, 699128 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:40:22,957 : INFO : EPOCH 16 - PROGRESS: at 46.65% examples, 698882 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:23,966 : INFO : EPOCH 16 - PROGRESS: at 46.98% examples, 698458 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:24,972 : INFO : EPOCH 16 - PROGRESS: at 47.33% examples, 698225 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:25,986 : INFO : EPOCH 16 - PROGRESS: at 47.66% examples, 697997 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:26,992 : INFO : EPOCH 16 - PROGRESS: at 48.01% examples, 697800 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:40:28,003 : INFO : EPOCH 16 - PROGRESS: at 48.35% examples, 697543 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:29,025 : INFO : EPOCH 16 - PROGRESS: at 48.68% examples, 697242 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:30,038 : INFO : EPOCH 16 - PROGRESS: at 49.01% examples, 697046 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:31,039 : INFO : EPOCH 16 - PROGRESS: at 49.31% examples, 696772 words/s, in_qsize 6, out_qsize 2
2020-07-24 05:40:32,041 : INFO : EPOCH 16 - PROGRESS: at 49.67% examples, 696666 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:33,045 : INFO : EPOCH 16 - PROGRESS: at 50.00% examples, 696389 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:34,046 : INFO : EPOCH 16 - PROGRESS: at 50.31% examples, 696247 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:35,051 : INFO : EPOCH 16 - PROGRESS: at 50.63% examples, 696020 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:36,066 : INFO : EPOCH 16 - PROGRESS: at 50.97% examples, 695763 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:37,068 : INFO : EPOCH 16 - PROGRESS: at 51.26% examples, 695537 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:38,076 : INFO : EPOCH 16 - PROGRESS: at 51.58% examples, 695366 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:39,077 : INFO : EPOCH 16 - PROGRESS: at 51.90% examples, 695124 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:40,097 : INFO : EPOCH 16 - PROGRESS: at 52.23% examples, 694920 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:41,113 : INFO : EPOCH 16 - PROGRESS: at 52.53% examples, 694720 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:42,118 : INFO : EPOCH 16 - PROGRESS: at 52.88% examples, 694526 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:43,129 : INFO : EPOCH 16 - PROGRESS: at 53.19% examples, 694316 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:44,148 : INFO : EPOCH 16 - PROGRESS: at 53.48% examples, 694181 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:45,157 : INFO : EPOCH 16 - PROGRESS: at 53.80% examples, 693991 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:46,174 : INFO : EPOCH 16 - PROGRESS: at 54.14% examples, 693786 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:47,179 : INFO : EPOCH 16 - PROGRESS: at 54.43% examples, 693644 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:48,183 : INFO : EPOCH 16 - PROGRESS: at 54.73% examples, 693569 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:49,185 : INFO : EPOCH 16 - PROGRESS: at 55.07% examples, 693326 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:50,188 : INFO : EPOCH 16 - PROGRESS: at 55.38% examples, 693189 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:51,195 : INFO : EPOCH 16 - PROGRESS: at 55.71% examples, 692990 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:52,208 : INFO : EPOCH 16 - PROGRESS: at 56.02% examples, 692814 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:53,223 : INFO : EPOCH 16 - PROGRESS: at 56.34% examples, 692747 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:54,234 : INFO : EPOCH 16 - PROGRESS: at 56.67% examples, 692609 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:55,247 : INFO : EPOCH 16 - PROGRESS: at 57.02% examples, 692425 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:56,265 : INFO : EPOCH 16 - PROGRESS: at 57.33% examples, 692222 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:57,272 : INFO : EPOCH 16 - PROGRESS: at 57.67% examples, 692071 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:58,274 : INFO : EPOCH 16 - PROGRESS: at 57.98% examples, 691907 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:40:59,276 : INFO : EPOCH 16 - PROGRESS: at 58.28% examples, 691563 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:00,283 : INFO : EPOCH 16 - PROGRESS: at 58.59% examples, 691207 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:01,291 : INFO : EPOCH 16 - PROGRESS: at 58.90% examples, 690930 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:02,297 : INFO : EPOCH 16 - PROGRESS: at 59.17% examples, 690269 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:03,308 : INFO : EPOCH 16 - PROGRESS: at 59.50% examples, 690304 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:04,315 : INFO : EPOCH 16 - PROGRESS: at 59.85% examples, 690513 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:05,322 : INFO : EPOCH 16 - PROGRESS: at 60.21% examples, 690689 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:06,324 : INFO : EPOCH 16 - PROGRESS: at 60.55% examples, 690901 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:07,336 : INFO : EPOCH 16 - PROGRESS: at 60.90% examples, 691100 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:08,347 : INFO : EPOCH 16 - PROGRESS: at 61.22% examples, 691406 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:09,362 : INFO : EPOCH 16 - PROGRESS: at 61.58% examples, 691594 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:10,366 : INFO : EPOCH 16 - PROGRESS: at 61.97% examples, 691849 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:41:11,370 : INFO : EPOCH 16 - PROGRESS: at 62.33% examples, 692049 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:41:12,373 : INFO : EPOCH 16 - PROGRESS: at 62.70% examples, 692330 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:13,390 : INFO : EPOCH 16 - PROGRESS: at 63.08% examples, 692489 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:14,405 : INFO : EPOCH 16 - PROGRESS: at 63.45% examples, 692705 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:15,408 : INFO : EPOCH 16 - PROGRESS: at 63.85% examples, 692959 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:41:16,414 : INFO : EPOCH 16 - PROGRESS: at 64.20% examples, 693121 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:17,422 : INFO : EPOCH 16 - PROGRESS: at 64.53% examples, 693347 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:18,429 : INFO : EPOCH 16 - PROGRESS: at 64.87% examples, 693574 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:41:19,430 : INFO : EPOCH 16 - PROGRESS: at 65.23% examples, 693790 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:41:20,430 : INFO : EPOCH 16 - PROGRESS: at 65.56% examples, 693995 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:21,449 : INFO : EPOCH 16 - PROGRESS: at 65.91% examples, 694187 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:22,455 : INFO : EPOCH 16 - PROGRESS: at 66.28% examples, 694393 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:23,460 : INFO : EPOCH 16 - PROGRESS: at 66.64% examples, 694553 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:24,462 : INFO : EPOCH 16 - PROGRESS: at 67.00% examples, 694725 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:25,462 : INFO : EPOCH 16 - PROGRESS: at 67.33% examples, 694968 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:26,470 : INFO : EPOCH 16 - PROGRESS: at 67.70% examples, 695142 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:27,477 : INFO : EPOCH 16 - PROGRESS: at 68.05% examples, 695330 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:28,493 : INFO : EPOCH 16 - PROGRESS: at 68.40% examples, 695516 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:29,496 : INFO : EPOCH 16 - PROGRESS: at 68.76% examples, 695727 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:30,514 : INFO : EPOCH 16 - PROGRESS: at 69.12% examples, 695892 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:31,528 : INFO : EPOCH 16 - PROGRESS: at 69.46% examples, 696076 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:32,536 : INFO : EPOCH 16 - PROGRESS: at 69.81% examples, 696247 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:33,545 : INFO : EPOCH 16 - PROGRESS: at 70.16% examples, 696481 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:34,548 : INFO : EPOCH 16 - PROGRESS: at 70.49% examples, 696674 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:35,548 : INFO : EPOCH 16 - PROGRESS: at 70.88% examples, 696778 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:36,555 : INFO : EPOCH 16 - PROGRESS: at 71.24% examples, 696927 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:37,570 : INFO : EPOCH 16 - PROGRESS: at 71.61% examples, 697060 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:38,579 : INFO : EPOCH 16 - PROGRESS: at 71.94% examples, 697220 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:39,584 : INFO : EPOCH 16 - PROGRESS: at 72.28% examples, 697385 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:40,602 : INFO : EPOCH 16 - PROGRESS: at 72.64% examples, 697574 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:41,617 : INFO : EPOCH 16 - PROGRESS: at 73.02% examples, 697727 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:42,631 : INFO : EPOCH 16 - PROGRESS: at 73.38% examples, 697831 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:43,642 : INFO : EPOCH 16 - PROGRESS: at 73.72% examples, 698036 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:44,645 : INFO : EPOCH 16 - PROGRESS: at 74.08% examples, 698170 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:45,666 : INFO : EPOCH 16 - PROGRESS: at 74.44% examples, 698302 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:46,683 : INFO : EPOCH 16 - PROGRESS: at 74.78% examples, 698495 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:47,685 : INFO : EPOCH 16 - PROGRESS: at 75.13% examples, 698683 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:48,687 : INFO : EPOCH 16 - PROGRESS: at 75.46% examples, 698822 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:49,694 : INFO : EPOCH 16 - PROGRESS: at 75.81% examples, 699018 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:50,706 : INFO : EPOCH 16 - PROGRESS: at 76.15% examples, 699187 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:51,708 : INFO : EPOCH 16 - PROGRESS: at 76.49% examples, 699343 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:52,708 : INFO : EPOCH 16 - PROGRESS: at 76.84% examples, 699461 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:53,719 : INFO : EPOCH 16 - PROGRESS: at 77.20% examples, 699617 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:54,722 : INFO : EPOCH 16 - PROGRESS: at 77.57% examples, 699778 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:55,735 : INFO : EPOCH 16 - PROGRESS: at 77.92% examples, 699849 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:56,750 : INFO : EPOCH 16 - PROGRESS: at 78.29% examples, 700021 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:57,752 : INFO : EPOCH 16 - PROGRESS: at 78.62% examples, 700215 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:58,755 : INFO : EPOCH 16 - PROGRESS: at 78.98% examples, 700337 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:41:59,776 : INFO : EPOCH 16 - PROGRESS: at 79.33% examples, 700447 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:00,782 : INFO : EPOCH 16 - PROGRESS: at 79.69% examples, 700636 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:01,788 : INFO : EPOCH 16 - PROGRESS: at 80.05% examples, 700704 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:42:02,791 : INFO : EPOCH 16 - PROGRESS: at 80.41% examples, 700818 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:03,803 : INFO : EPOCH 16 - PROGRESS: at 80.77% examples, 700937 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:04,807 : INFO : EPOCH 16 - PROGRESS: at 81.13% examples, 701089 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:05,808 : INFO : EPOCH 16 - PROGRESS: at 81.46% examples, 701281 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:06,815 : INFO : EPOCH 16 - PROGRESS: at 81.82% examples, 701390 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:07,827 : INFO : EPOCH 16 - PROGRESS: at 82.17% examples, 701505 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:42:08,831 : INFO : EPOCH 16 - PROGRESS: at 82.52% examples, 701654 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:09,832 : INFO : EPOCH 16 - PROGRESS: at 82.86% examples, 701784 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:10,835 : INFO : EPOCH 16 - PROGRESS: at 83.20% examples, 701955 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:42:11,837 : INFO : EPOCH 16 - PROGRESS: at 83.57% examples, 702052 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:12,849 : INFO : EPOCH 16 - PROGRESS: at 83.91% examples, 702156 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:13,855 : INFO : EPOCH 16 - PROGRESS: at 84.26% examples, 702299 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:14,862 : INFO : EPOCH 16 - PROGRESS: at 84.62% examples, 702413 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:42:15,868 : INFO : EPOCH 16 - PROGRESS: at 84.99% examples, 702518 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:16,880 : INFO : EPOCH 16 - PROGRESS: at 85.35% examples, 702619 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:17,881 : INFO : EPOCH 16 - PROGRESS: at 85.70% examples, 702766 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:18,898 : INFO : EPOCH 16 - PROGRESS: at 86.02% examples, 702857 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:19,903 : INFO : EPOCH 16 - PROGRESS: at 86.39% examples, 702951 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:20,905 : INFO : EPOCH 16 - PROGRESS: at 86.73% examples, 703066 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:21,910 : INFO : EPOCH 16 - PROGRESS: at 87.09% examples, 703187 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:22,921 : INFO : EPOCH 16 - PROGRESS: at 87.45% examples, 703365 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:23,931 : INFO : EPOCH 16 - PROGRESS: at 87.80% examples, 703437 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:24,945 : INFO : EPOCH 16 - PROGRESS: at 88.15% examples, 703550 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:42:25,950 : INFO : EPOCH 16 - PROGRESS: at 88.49% examples, 703652 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:26,959 : INFO : EPOCH 16 - PROGRESS: at 88.82% examples, 703764 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:27,972 : INFO : EPOCH 16 - PROGRESS: at 89.18% examples, 703875 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:28,974 : INFO : EPOCH 16 - PROGRESS: at 89.54% examples, 703967 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:29,978 : INFO : EPOCH 16 - PROGRESS: at 89.89% examples, 704110 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:30,982 : INFO : EPOCH 16 - PROGRESS: at 90.26% examples, 704228 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:31,995 : INFO : EPOCH 16 - PROGRESS: at 90.61% examples, 704290 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:32,997 : INFO : EPOCH 16 - PROGRESS: at 90.98% examples, 704426 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:34,007 : INFO : EPOCH 16 - PROGRESS: at 91.35% examples, 704497 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:35,008 : INFO : EPOCH 16 - PROGRESS: at 91.69% examples, 704607 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:36,008 : INFO : EPOCH 16 - PROGRESS: at 92.07% examples, 704694 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:37,014 : INFO : EPOCH 16 - PROGRESS: at 92.44% examples, 704786 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:38,017 : INFO : EPOCH 16 - PROGRESS: at 92.78% examples, 704866 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:39,025 : INFO : EPOCH 16 - PROGRESS: at 93.12% examples, 705004 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:40,040 : INFO : EPOCH 16 - PROGRESS: at 93.44% examples, 705138 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:41,047 : INFO : EPOCH 16 - PROGRESS: at 93.79% examples, 705239 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:42,050 : INFO : EPOCH 16 - PROGRESS: at 94.14% examples, 705354 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:43,053 : INFO : EPOCH 16 - PROGRESS: at 94.47% examples, 705450 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:44,056 : INFO : EPOCH 16 - PROGRESS: at 94.82% examples, 705499 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:45,071 : INFO : EPOCH 16 - PROGRESS: at 95.18% examples, 705620 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:46,078 : INFO : EPOCH 16 - PROGRESS: at 95.55% examples, 705698 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:47,078 : INFO : EPOCH 16 - PROGRESS: at 95.91% examples, 705787 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:48,084 : INFO : EPOCH 16 - PROGRESS: at 96.23% examples, 705890 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:49,091 : INFO : EPOCH 16 - PROGRESS: at 96.59% examples, 705978 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:50,092 : INFO : EPOCH 16 - PROGRESS: at 96.96% examples, 706060 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:51,104 : INFO : EPOCH 16 - PROGRESS: at 97.30% examples, 706182 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:52,106 : INFO : EPOCH 16 - PROGRESS: at 97.66% examples, 706228 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:53,129 : INFO : EPOCH 16 - PROGRESS: at 97.99% examples, 706347 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:54,132 : INFO : EPOCH 16 - PROGRESS: at 98.37% examples, 706430 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:42:55,139 : INFO : EPOCH 16 - PROGRESS: at 98.73% examples, 706549 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:56,150 : INFO : EPOCH 16 - PROGRESS: at 99.09% examples, 706600 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:57,158 : INFO : EPOCH 16 - PROGRESS: at 99.46% examples, 706684 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:42:58,167 : INFO : EPOCH 16 - PROGRESS: at 99.83% examples, 706750 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:42:58,577 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 05:42:58,583 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 05:42:58,599 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 05:42:58,602 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 05:42:58,603 : INFO : EPOCH - 16 : training on 266670914 raw words (206934596 effective words) took 292.8s, 706795 effective words/s
2020-07-24 05:42:59,622 : INFO : EPOCH 17 - PROGRESS: at 0.32% examples, 711403 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:00,630 : INFO : EPOCH 17 - PROGRESS: at 0.65% examples, 724404 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:01,644 : INFO : EPOCH 17 - PROGRESS: at 1.00% examples, 724959 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:02,660 : INFO : EPOCH 17 - PROGRESS: at 1.34% examples, 722479 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:43:03,662 : INFO : EPOCH 17 - PROGRESS: at 1.68% examples, 724023 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:04,677 : INFO : EPOCH 17 - PROGRESS: at 2.04% examples, 723048 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:05,689 : INFO : EPOCH 17 - PROGRESS: at 2.41% examples, 724366 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:06,694 : INFO : EPOCH 17 - PROGRESS: at 2.75% examples, 724227 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:07,703 : INFO : EPOCH 17 - PROGRESS: at 3.12% examples, 723004 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:08,714 : INFO : EPOCH 17 - PROGRESS: at 3.47% examples, 723237 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:09,731 : INFO : EPOCH 17 - PROGRESS: at 3.85% examples, 724158 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:10,732 : INFO : EPOCH 17 - PROGRESS: at 4.18% examples, 724888 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:11,739 : INFO : EPOCH 17 - PROGRESS: at 4.53% examples, 724570 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:12,753 : INFO : EPOCH 17 - PROGRESS: at 4.89% examples, 724508 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:13,765 : INFO : EPOCH 17 - PROGRESS: at 5.26% examples, 724708 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:43:14,778 : INFO : EPOCH 17 - PROGRESS: at 5.61% examples, 724302 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:15,790 : INFO : EPOCH 17 - PROGRESS: at 5.95% examples, 724588 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:43:16,803 : INFO : EPOCH 17 - PROGRESS: at 6.32% examples, 724973 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:17,809 : INFO : EPOCH 17 - PROGRESS: at 6.69% examples, 725169 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:18,810 : INFO : EPOCH 17 - PROGRESS: at 7.05% examples, 725052 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:19,814 : INFO : EPOCH 17 - PROGRESS: at 7.41% examples, 725457 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:20,821 : INFO : EPOCH 17 - PROGRESS: at 7.79% examples, 725190 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:21,835 : INFO : EPOCH 17 - PROGRESS: at 8.15% examples, 724995 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:22,842 : INFO : EPOCH 17 - PROGRESS: at 8.52% examples, 725529 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:23,853 : INFO : EPOCH 17 - PROGRESS: at 8.88% examples, 725025 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:24,854 : INFO : EPOCH 17 - PROGRESS: at 9.24% examples, 725401 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:25,866 : INFO : EPOCH 17 - PROGRESS: at 9.56% examples, 725607 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:26,873 : INFO : EPOCH 17 - PROGRESS: at 9.93% examples, 725909 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:27,879 : INFO : EPOCH 17 - PROGRESS: at 10.29% examples, 725826 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:28,879 : INFO : EPOCH 17 - PROGRESS: at 10.65% examples, 725933 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:29,890 : INFO : EPOCH 17 - PROGRESS: at 11.01% examples, 725792 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:30,900 : INFO : EPOCH 17 - PROGRESS: at 11.35% examples, 726129 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:31,906 : INFO : EPOCH 17 - PROGRESS: at 11.71% examples, 726404 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:32,909 : INFO : EPOCH 17 - PROGRESS: at 12.08% examples, 726860 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:33,909 : INFO : EPOCH 17 - PROGRESS: at 12.41% examples, 726503 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:34,923 : INFO : EPOCH 17 - PROGRESS: at 12.77% examples, 726701 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:35,940 : INFO : EPOCH 17 - PROGRESS: at 13.12% examples, 726992 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:36,946 : INFO : EPOCH 17 - PROGRESS: at 13.48% examples, 726733 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:37,949 : INFO : EPOCH 17 - PROGRESS: at 13.85% examples, 726926 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:38,951 : INFO : EPOCH 17 - PROGRESS: at 14.20% examples, 726208 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:39,959 : INFO : EPOCH 17 - PROGRESS: at 14.55% examples, 725356 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:40,966 : INFO : EPOCH 17 - PROGRESS: at 14.89% examples, 724803 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:41,974 : INFO : EPOCH 17 - PROGRESS: at 15.19% examples, 722828 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:42,976 : INFO : EPOCH 17 - PROGRESS: at 15.48% examples, 721077 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:43,977 : INFO : EPOCH 17 - PROGRESS: at 15.85% examples, 721442 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:44,978 : INFO : EPOCH 17 - PROGRESS: at 16.22% examples, 721785 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:43:45,979 : INFO : EPOCH 17 - PROGRESS: at 16.57% examples, 721896 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:46,985 : INFO : EPOCH 17 - PROGRESS: at 16.92% examples, 722037 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:47,994 : INFO : EPOCH 17 - PROGRESS: at 17.28% examples, 722138 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:49,013 : INFO : EPOCH 17 - PROGRESS: at 17.65% examples, 722363 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:50,023 : INFO : EPOCH 17 - PROGRESS: at 18.02% examples, 722462 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:43:51,027 : INFO : EPOCH 17 - PROGRESS: at 18.39% examples, 722392 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:43:52,038 : INFO : EPOCH 17 - PROGRESS: at 18.74% examples, 722391 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:53,039 : INFO : EPOCH 17 - PROGRESS: at 19.08% examples, 722632 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:54,054 : INFO : EPOCH 17 - PROGRESS: at 19.42% examples, 722680 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:55,060 : INFO : EPOCH 17 - PROGRESS: at 19.78% examples, 722766 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:56,068 : INFO : EPOCH 17 - PROGRESS: at 20.15% examples, 723004 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:57,078 : INFO : EPOCH 17 - PROGRESS: at 20.51% examples, 723010 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:58,079 : INFO : EPOCH 17 - PROGRESS: at 20.89% examples, 723330 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:43:59,087 : INFO : EPOCH 17 - PROGRESS: at 21.26% examples, 723303 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:00,092 : INFO : EPOCH 17 - PROGRESS: at 21.63% examples, 723386 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:44:01,094 : INFO : EPOCH 17 - PROGRESS: at 22.00% examples, 723544 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:02,110 : INFO : EPOCH 17 - PROGRESS: at 22.34% examples, 723596 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:03,119 : INFO : EPOCH 17 - PROGRESS: at 22.72% examples, 723663 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:04,125 : INFO : EPOCH 17 - PROGRESS: at 23.08% examples, 723634 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:05,126 : INFO : EPOCH 17 - PROGRESS: at 23.43% examples, 723866 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:06,141 : INFO : EPOCH 17 - PROGRESS: at 23.81% examples, 723841 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:07,142 : INFO : EPOCH 17 - PROGRESS: at 24.17% examples, 723883 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:08,142 : INFO : EPOCH 17 - PROGRESS: at 24.54% examples, 724113 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:09,144 : INFO : EPOCH 17 - PROGRESS: at 24.90% examples, 724068 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:10,152 : INFO : EPOCH 17 - PROGRESS: at 25.23% examples, 724179 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:11,152 : INFO : EPOCH 17 - PROGRESS: at 25.56% examples, 724358 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:12,169 : INFO : EPOCH 17 - PROGRESS: at 25.92% examples, 724239 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:13,175 : INFO : EPOCH 17 - PROGRESS: at 26.29% examples, 724472 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:14,185 : INFO : EPOCH 17 - PROGRESS: at 26.64% examples, 724581 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:44:15,185 : INFO : EPOCH 17 - PROGRESS: at 27.00% examples, 724620 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:16,191 : INFO : EPOCH 17 - PROGRESS: at 27.36% examples, 724529 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:17,206 : INFO : EPOCH 17 - PROGRESS: at 27.72% examples, 724498 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:44:18,212 : INFO : EPOCH 17 - PROGRESS: at 28.09% examples, 724546 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:19,213 : INFO : EPOCH 17 - PROGRESS: at 28.46% examples, 724700 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:20,218 : INFO : EPOCH 17 - PROGRESS: at 28.83% examples, 724584 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:44:21,244 : INFO : EPOCH 17 - PROGRESS: at 29.19% examples, 724686 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:44:22,244 : INFO : EPOCH 17 - PROGRESS: at 29.54% examples, 724899 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:23,245 : INFO : EPOCH 17 - PROGRESS: at 29.91% examples, 724778 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:24,247 : INFO : EPOCH 17 - PROGRESS: at 30.26% examples, 724759 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:25,249 : INFO : EPOCH 17 - PROGRESS: at 30.62% examples, 724876 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:26,254 : INFO : EPOCH 17 - PROGRESS: at 31.01% examples, 724694 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:27,265 : INFO : EPOCH 17 - PROGRESS: at 31.36% examples, 724802 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:28,274 : INFO : EPOCH 17 - PROGRESS: at 31.69% examples, 724831 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:44:29,278 : INFO : EPOCH 17 - PROGRESS: at 32.01% examples, 724537 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:30,280 : INFO : EPOCH 17 - PROGRESS: at 32.33% examples, 723883 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:31,302 : INFO : EPOCH 17 - PROGRESS: at 32.66% examples, 723262 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:32,316 : INFO : EPOCH 17 - PROGRESS: at 33.01% examples, 722488 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:33,317 : INFO : EPOCH 17 - PROGRESS: at 33.37% examples, 721852 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:34,319 : INFO : EPOCH 17 - PROGRESS: at 33.71% examples, 721220 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:35,322 : INFO : EPOCH 17 - PROGRESS: at 34.03% examples, 720596 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:36,331 : INFO : EPOCH 17 - PROGRESS: at 34.38% examples, 719954 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:37,334 : INFO : EPOCH 17 - PROGRESS: at 34.70% examples, 719360 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:38,336 : INFO : EPOCH 17 - PROGRESS: at 35.05% examples, 718610 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:39,339 : INFO : EPOCH 17 - PROGRESS: at 35.34% examples, 718106 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:40,342 : INFO : EPOCH 17 - PROGRESS: at 35.67% examples, 717536 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:41,348 : INFO : EPOCH 17 - PROGRESS: at 35.97% examples, 716876 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:42,351 : INFO : EPOCH 17 - PROGRESS: at 36.28% examples, 716433 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:43,363 : INFO : EPOCH 17 - PROGRESS: at 36.61% examples, 715792 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:44,363 : INFO : EPOCH 17 - PROGRESS: at 36.94% examples, 715336 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:45,364 : INFO : EPOCH 17 - PROGRESS: at 37.26% examples, 714895 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:46,364 : INFO : EPOCH 17 - PROGRESS: at 37.58% examples, 714386 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:44:47,365 : INFO : EPOCH 17 - PROGRESS: at 37.88% examples, 713948 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:48,380 : INFO : EPOCH 17 - PROGRESS: at 38.22% examples, 713439 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:44:49,391 : INFO : EPOCH 17 - PROGRESS: at 38.55% examples, 712988 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:50,392 : INFO : EPOCH 17 - PROGRESS: at 38.86% examples, 712525 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:44:51,408 : INFO : EPOCH 17 - PROGRESS: at 39.18% examples, 712039 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:44:52,409 : INFO : EPOCH 17 - PROGRESS: at 39.51% examples, 711639 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:44:53,413 : INFO : EPOCH 17 - PROGRESS: at 39.82% examples, 711186 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:54,420 : INFO : EPOCH 17 - PROGRESS: at 40.13% examples, 710841 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:55,421 : INFO : EPOCH 17 - PROGRESS: at 40.42% examples, 710435 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:44:56,424 : INFO : EPOCH 17 - PROGRESS: at 40.75% examples, 710127 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:44:57,432 : INFO : EPOCH 17 - PROGRESS: at 41.09% examples, 709693 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:58,433 : INFO : EPOCH 17 - PROGRESS: at 41.42% examples, 709296 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:44:59,433 : INFO : EPOCH 17 - PROGRESS: at 41.75% examples, 708952 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:00,435 : INFO : EPOCH 17 - PROGRESS: at 42.09% examples, 708552 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:01,438 : INFO : EPOCH 17 - PROGRESS: at 42.39% examples, 708205 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:45:02,448 : INFO : EPOCH 17 - PROGRESS: at 42.71% examples, 707830 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:03,465 : INFO : EPOCH 17 - PROGRESS: at 43.04% examples, 707467 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:04,466 : INFO : EPOCH 17 - PROGRESS: at 43.36% examples, 707102 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:05,475 : INFO : EPOCH 17 - PROGRESS: at 43.71% examples, 706647 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:06,477 : INFO : EPOCH 17 - PROGRESS: at 44.03% examples, 706404 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:07,493 : INFO : EPOCH 17 - PROGRESS: at 44.33% examples, 705970 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:45:08,498 : INFO : EPOCH 17 - PROGRESS: at 44.65% examples, 705710 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:09,500 : INFO : EPOCH 17 - PROGRESS: at 44.95% examples, 705367 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:10,516 : INFO : EPOCH 17 - PROGRESS: at 45.25% examples, 705041 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:11,524 : INFO : EPOCH 17 - PROGRESS: at 45.59% examples, 704788 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:12,535 : INFO : EPOCH 17 - PROGRESS: at 45.90% examples, 704485 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:13,541 : INFO : EPOCH 17 - PROGRESS: at 46.23% examples, 704175 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:14,551 : INFO : EPOCH 17 - PROGRESS: at 46.55% examples, 703843 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:15,551 : INFO : EPOCH 17 - PROGRESS: at 46.91% examples, 703496 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:16,554 : INFO : EPOCH 17 - PROGRESS: at 47.25% examples, 703223 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:17,560 : INFO : EPOCH 17 - PROGRESS: at 47.59% examples, 702944 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:18,572 : INFO : EPOCH 17 - PROGRESS: at 47.92% examples, 702563 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:19,572 : INFO : EPOCH 17 - PROGRESS: at 48.27% examples, 702246 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:20,575 : INFO : EPOCH 17 - PROGRESS: at 48.60% examples, 701940 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:21,581 : INFO : EPOCH 17 - PROGRESS: at 48.92% examples, 701685 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:45:22,581 : INFO : EPOCH 17 - PROGRESS: at 49.23% examples, 701483 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:23,587 : INFO : EPOCH 17 - PROGRESS: at 49.57% examples, 701171 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:24,612 : INFO : EPOCH 17 - PROGRESS: at 49.91% examples, 700858 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:45:25,628 : INFO : EPOCH 17 - PROGRESS: at 50.24% examples, 700681 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:26,632 : INFO : EPOCH 17 - PROGRESS: at 50.54% examples, 700510 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:27,633 : INFO : EPOCH 17 - PROGRESS: at 50.87% examples, 700176 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:28,635 : INFO : EPOCH 17 - PROGRESS: at 51.19% examples, 699938 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:29,639 : INFO : EPOCH 17 - PROGRESS: at 51.49% examples, 699624 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:45:30,660 : INFO : EPOCH 17 - PROGRESS: at 51.81% examples, 699416 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:31,662 : INFO : EPOCH 17 - PROGRESS: at 52.14% examples, 699180 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:45:32,662 : INFO : EPOCH 17 - PROGRESS: at 52.45% examples, 698965 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:33,666 : INFO : EPOCH 17 - PROGRESS: at 52.77% examples, 698686 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:34,670 : INFO : EPOCH 17 - PROGRESS: at 53.08% examples, 698463 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:35,679 : INFO : EPOCH 17 - PROGRESS: at 53.38% examples, 698266 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:36,681 : INFO : EPOCH 17 - PROGRESS: at 53.69% examples, 698090 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:37,684 : INFO : EPOCH 17 - PROGRESS: at 54.03% examples, 697829 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:38,689 : INFO : EPOCH 17 - PROGRESS: at 54.33% examples, 697640 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:39,691 : INFO : EPOCH 17 - PROGRESS: at 54.62% examples, 697538 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:40,691 : INFO : EPOCH 17 - PROGRESS: at 54.94% examples, 697259 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:41,697 : INFO : EPOCH 17 - PROGRESS: at 55.26% examples, 697022 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:45:42,704 : INFO : EPOCH 17 - PROGRESS: at 55.58% examples, 696810 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:43,716 : INFO : EPOCH 17 - PROGRESS: at 55.90% examples, 696566 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:44,735 : INFO : EPOCH 17 - PROGRESS: at 56.22% examples, 696399 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:45,751 : INFO : EPOCH 17 - PROGRESS: at 56.54% examples, 696178 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:46,755 : INFO : EPOCH 17 - PROGRESS: at 56.88% examples, 696026 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:45:47,756 : INFO : EPOCH 17 - PROGRESS: at 57.20% examples, 695795 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:48,758 : INFO : EPOCH 17 - PROGRESS: at 57.52% examples, 695593 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:45:49,758 : INFO : EPOCH 17 - PROGRESS: at 57.84% examples, 695451 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:50,763 : INFO : EPOCH 17 - PROGRESS: at 58.17% examples, 695268 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:51,765 : INFO : EPOCH 17 - PROGRESS: at 58.47% examples, 695076 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:52,772 : INFO : EPOCH 17 - PROGRESS: at 58.80% examples, 694940 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:53,776 : INFO : EPOCH 17 - PROGRESS: at 59.11% examples, 694721 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:54,776 : INFO : EPOCH 17 - PROGRESS: at 59.42% examples, 694548 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:55,791 : INFO : EPOCH 17 - PROGRESS: at 59.74% examples, 694322 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:45:56,809 : INFO : EPOCH 17 - PROGRESS: at 60.07% examples, 694126 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:45:57,814 : INFO : EPOCH 17 - PROGRESS: at 60.38% examples, 693942 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:58,826 : INFO : EPOCH 17 - PROGRESS: at 60.70% examples, 693798 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:45:59,834 : INFO : EPOCH 17 - PROGRESS: at 61.01% examples, 693572 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:00,856 : INFO : EPOCH 17 - PROGRESS: at 61.31% examples, 693454 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:01,863 : INFO : EPOCH 17 - PROGRESS: at 61.64% examples, 693292 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:02,863 : INFO : EPOCH 17 - PROGRESS: at 61.99% examples, 693142 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:03,880 : INFO : EPOCH 17 - PROGRESS: at 62.32% examples, 692881 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:04,895 : INFO : EPOCH 17 - PROGRESS: at 62.65% examples, 692772 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:05,901 : INFO : EPOCH 17 - PROGRESS: at 62.98% examples, 692588 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:06,906 : INFO : EPOCH 17 - PROGRESS: at 63.33% examples, 692388 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:07,907 : INFO : EPOCH 17 - PROGRESS: at 63.68% examples, 692234 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:08,908 : INFO : EPOCH 17 - PROGRESS: at 64.00% examples, 692071 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:09,933 : INFO : EPOCH 17 - PROGRESS: at 64.32% examples, 691888 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:10,933 : INFO : EPOCH 17 - PROGRESS: at 64.62% examples, 691723 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:11,934 : INFO : EPOCH 17 - PROGRESS: at 64.93% examples, 691608 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:12,949 : INFO : EPOCH 17 - PROGRESS: at 65.25% examples, 691484 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:13,971 : INFO : EPOCH 17 - PROGRESS: at 65.57% examples, 691355 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:14,972 : INFO : EPOCH 17 - PROGRESS: at 65.89% examples, 691242 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:15,981 : INFO : EPOCH 17 - PROGRESS: at 66.20% examples, 691070 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:46:16,982 : INFO : EPOCH 17 - PROGRESS: at 66.53% examples, 690937 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:17,994 : INFO : EPOCH 17 - PROGRESS: at 66.86% examples, 690689 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:18,995 : INFO : EPOCH 17 - PROGRESS: at 67.16% examples, 690480 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:46:20,006 : INFO : EPOCH 17 - PROGRESS: at 67.46% examples, 690178 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:21,016 : INFO : EPOCH 17 - PROGRESS: at 67.77% examples, 689862 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:22,021 : INFO : EPOCH 17 - PROGRESS: at 68.05% examples, 689262 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:23,028 : INFO : EPOCH 17 - PROGRESS: at 68.36% examples, 689041 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:24,032 : INFO : EPOCH 17 - PROGRESS: at 68.71% examples, 689260 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:25,033 : INFO : EPOCH 17 - PROGRESS: at 69.07% examples, 689489 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:46:26,040 : INFO : EPOCH 17 - PROGRESS: at 69.40% examples, 689657 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:27,052 : INFO : EPOCH 17 - PROGRESS: at 69.75% examples, 689845 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:28,079 : INFO : EPOCH 17 - PROGRESS: at 70.11% examples, 690045 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:29,081 : INFO : EPOCH 17 - PROGRESS: at 70.43% examples, 690293 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:30,105 : INFO : EPOCH 17 - PROGRESS: at 70.83% examples, 690462 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:46:31,107 : INFO : EPOCH 17 - PROGRESS: at 71.20% examples, 690660 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:32,111 : INFO : EPOCH 17 - PROGRESS: at 71.57% examples, 690855 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:33,129 : INFO : EPOCH 17 - PROGRESS: at 71.89% examples, 691037 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:34,129 : INFO : EPOCH 17 - PROGRESS: at 72.23% examples, 691232 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:35,133 : INFO : EPOCH 17 - PROGRESS: at 72.60% examples, 691430 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:36,134 : INFO : EPOCH 17 - PROGRESS: at 72.96% examples, 691570 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:37,136 : INFO : EPOCH 17 - PROGRESS: at 73.32% examples, 691752 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:38,138 : INFO : EPOCH 17 - PROGRESS: at 73.66% examples, 691981 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:39,144 : INFO : EPOCH 17 - PROGRESS: at 74.02% examples, 692114 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:40,144 : INFO : EPOCH 17 - PROGRESS: at 74.37% examples, 692252 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:41,148 : INFO : EPOCH 17 - PROGRESS: at 74.71% examples, 692435 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:42,153 : INFO : EPOCH 17 - PROGRESS: at 75.05% examples, 692634 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:43,161 : INFO : EPOCH 17 - PROGRESS: at 75.39% examples, 692809 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:46:44,167 : INFO : EPOCH 17 - PROGRESS: at 75.73% examples, 692997 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:46:45,186 : INFO : EPOCH 17 - PROGRESS: at 76.07% examples, 693192 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:46,187 : INFO : EPOCH 17 - PROGRESS: at 76.41% examples, 693360 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:47,190 : INFO : EPOCH 17 - PROGRESS: at 76.77% examples, 693511 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:48,201 : INFO : EPOCH 17 - PROGRESS: at 77.10% examples, 693673 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:49,207 : INFO : EPOCH 17 - PROGRESS: at 77.48% examples, 693802 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:50,228 : INFO : EPOCH 17 - PROGRESS: at 77.83% examples, 693923 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:51,236 : INFO : EPOCH 17 - PROGRESS: at 78.20% examples, 694106 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:52,238 : INFO : EPOCH 17 - PROGRESS: at 78.54% examples, 694331 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:53,239 : INFO : EPOCH 17 - PROGRESS: at 78.89% examples, 694491 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:54,257 : INFO : EPOCH 17 - PROGRESS: at 79.23% examples, 694637 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:55,267 : INFO : EPOCH 17 - PROGRESS: at 79.60% examples, 694789 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:56,269 : INFO : EPOCH 17 - PROGRESS: at 79.96% examples, 694967 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:57,278 : INFO : EPOCH 17 - PROGRESS: at 80.32% examples, 695086 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:58,280 : INFO : EPOCH 17 - PROGRESS: at 80.68% examples, 695219 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:46:59,281 : INFO : EPOCH 17 - PROGRESS: at 81.04% examples, 695349 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:00,290 : INFO : EPOCH 17 - PROGRESS: at 81.38% examples, 695486 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:01,297 : INFO : EPOCH 17 - PROGRESS: at 81.72% examples, 695626 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:02,297 : INFO : EPOCH 17 - PROGRESS: at 82.08% examples, 695788 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:03,304 : INFO : EPOCH 17 - PROGRESS: at 82.41% examples, 695919 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:04,310 : INFO : EPOCH 17 - PROGRESS: at 82.77% examples, 696092 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:05,315 : INFO : EPOCH 17 - PROGRESS: at 83.11% examples, 696255 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:06,326 : INFO : EPOCH 17 - PROGRESS: at 83.46% examples, 696398 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:07,343 : INFO : EPOCH 17 - PROGRESS: at 83.81% examples, 696545 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:08,343 : INFO : EPOCH 17 - PROGRESS: at 84.17% examples, 696670 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:09,354 : INFO : EPOCH 17 - PROGRESS: at 84.53% examples, 696749 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:10,362 : INFO : EPOCH 17 - PROGRESS: at 84.88% examples, 696882 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:11,366 : INFO : EPOCH 17 - PROGRESS: at 85.23% examples, 696993 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:12,376 : INFO : EPOCH 17 - PROGRESS: at 85.59% examples, 697105 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:13,383 : INFO : EPOCH 17 - PROGRESS: at 85.93% examples, 697235 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:14,385 : INFO : EPOCH 17 - PROGRESS: at 86.27% examples, 697386 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:47:15,386 : INFO : EPOCH 17 - PROGRESS: at 86.63% examples, 697516 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:16,399 : INFO : EPOCH 17 - PROGRESS: at 86.98% examples, 697664 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:17,407 : INFO : EPOCH 17 - PROGRESS: at 87.35% examples, 697797 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:47:18,418 : INFO : EPOCH 17 - PROGRESS: at 87.69% examples, 697944 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:19,422 : INFO : EPOCH 17 - PROGRESS: at 88.04% examples, 698051 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:20,432 : INFO : EPOCH 17 - PROGRESS: at 88.39% examples, 698173 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:21,441 : INFO : EPOCH 17 - PROGRESS: at 88.73% examples, 698281 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:22,452 : INFO : EPOCH 17 - PROGRESS: at 89.08% examples, 698432 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:23,456 : INFO : EPOCH 17 - PROGRESS: at 89.43% examples, 698556 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:24,461 : INFO : EPOCH 17 - PROGRESS: at 89.77% examples, 698676 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:25,462 : INFO : EPOCH 17 - PROGRESS: at 90.13% examples, 698788 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:26,464 : INFO : EPOCH 17 - PROGRESS: at 90.46% examples, 698882 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:27,476 : INFO : EPOCH 17 - PROGRESS: at 90.86% examples, 698923 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:28,484 : INFO : EPOCH 17 - PROGRESS: at 91.21% examples, 699055 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:29,505 : INFO : EPOCH 17 - PROGRESS: at 91.56% examples, 699161 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:30,509 : INFO : EPOCH 17 - PROGRESS: at 91.94% examples, 699288 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:31,519 : INFO : EPOCH 17 - PROGRESS: at 92.32% examples, 699358 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:32,527 : INFO : EPOCH 17 - PROGRESS: at 92.67% examples, 699462 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:47:33,548 : INFO : EPOCH 17 - PROGRESS: at 93.01% examples, 699593 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:47:34,552 : INFO : EPOCH 17 - PROGRESS: at 93.34% examples, 699753 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:35,552 : INFO : EPOCH 17 - PROGRESS: at 93.67% examples, 699899 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:36,555 : INFO : EPOCH 17 - PROGRESS: at 94.01% examples, 700033 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:37,560 : INFO : EPOCH 17 - PROGRESS: at 94.35% examples, 700120 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:47:38,569 : INFO : EPOCH 17 - PROGRESS: at 94.70% examples, 700232 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:39,572 : INFO : EPOCH 17 - PROGRESS: at 95.06% examples, 700340 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:40,577 : INFO : EPOCH 17 - PROGRESS: at 95.42% examples, 700416 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:47:41,593 : INFO : EPOCH 17 - PROGRESS: at 95.78% examples, 700521 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:47:42,612 : INFO : EPOCH 17 - PROGRESS: at 96.10% examples, 700613 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:43,620 : INFO : EPOCH 17 - PROGRESS: at 96.47% examples, 700742 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:44,626 : INFO : EPOCH 17 - PROGRESS: at 96.83% examples, 700818 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:45,629 : INFO : EPOCH 17 - PROGRESS: at 97.18% examples, 700923 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:46,647 : INFO : EPOCH 17 - PROGRESS: at 97.54% examples, 701007 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:47,654 : INFO : EPOCH 17 - PROGRESS: at 97.86% examples, 701121 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:48,662 : INFO : EPOCH 17 - PROGRESS: at 98.23% examples, 701242 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:49,669 : INFO : EPOCH 17 - PROGRESS: at 98.58% examples, 701319 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:50,670 : INFO : EPOCH 17 - PROGRESS: at 98.95% examples, 701428 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:51,672 : INFO : EPOCH 17 - PROGRESS: at 99.30% examples, 701508 words/s, in_qsize 8, out_qsize 1
2020-07-24 05:47:52,674 : INFO : EPOCH 17 - PROGRESS: at 99.67% examples, 701599 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:53,496 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 05:47:53,510 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 05:47:53,511 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 05:47:53,516 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 05:47:53,516 : INFO : EPOCH - 17 : training on 266670914 raw words (206932688 effective words) took 294.9s, 701682 effective words/s
2020-07-24 05:47:54,530 : INFO : EPOCH 18 - PROGRESS: at 0.32% examples, 714260 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:55,530 : INFO : EPOCH 18 - PROGRESS: at 0.65% examples, 728537 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:56,533 : INFO : EPOCH 18 - PROGRESS: at 1.00% examples, 730613 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:57,534 : INFO : EPOCH 18 - PROGRESS: at 1.34% examples, 731270 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:58,536 : INFO : EPOCH 18 - PROGRESS: at 1.69% examples, 729746 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:47:59,539 : INFO : EPOCH 18 - PROGRESS: at 2.04% examples, 729223 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:48:00,541 : INFO : EPOCH 18 - PROGRESS: at 2.40% examples, 728638 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:01,544 : INFO : EPOCH 18 - PROGRESS: at 2.75% examples, 728968 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:02,547 : INFO : EPOCH 18 - PROGRESS: at 3.13% examples, 728841 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:03,559 : INFO : EPOCH 18 - PROGRESS: at 3.47% examples, 728782 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:48:04,563 : INFO : EPOCH 18 - PROGRESS: at 3.86% examples, 730138 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:05,564 : INFO : EPOCH 18 - PROGRESS: at 4.19% examples, 730271 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:06,564 : INFO : EPOCH 18 - PROGRESS: at 4.54% examples, 730684 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:07,566 : INFO : EPOCH 18 - PROGRESS: at 4.90% examples, 730577 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:08,571 : INFO : EPOCH 18 - PROGRESS: at 5.27% examples, 730785 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:09,574 : INFO : EPOCH 18 - PROGRESS: at 5.61% examples, 729643 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:10,575 : INFO : EPOCH 18 - PROGRESS: at 5.95% examples, 730018 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:11,591 : INFO : EPOCH 18 - PROGRESS: at 6.32% examples, 730009 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:48:12,594 : INFO : EPOCH 18 - PROGRESS: at 6.69% examples, 730025 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:13,616 : INFO : EPOCH 18 - PROGRESS: at 7.06% examples, 729675 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:14,623 : INFO : EPOCH 18 - PROGRESS: at 7.42% examples, 729994 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:15,626 : INFO : EPOCH 18 - PROGRESS: at 7.80% examples, 730142 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:16,632 : INFO : EPOCH 18 - PROGRESS: at 8.18% examples, 730361 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:17,635 : INFO : EPOCH 18 - PROGRESS: at 8.53% examples, 730605 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:18,636 : INFO : EPOCH 18 - PROGRESS: at 8.90% examples, 730426 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:19,640 : INFO : EPOCH 18 - PROGRESS: at 9.26% examples, 730781 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:20,656 : INFO : EPOCH 18 - PROGRESS: at 9.60% examples, 731018 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:21,660 : INFO : EPOCH 18 - PROGRESS: at 9.96% examples, 731176 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:22,660 : INFO : EPOCH 18 - PROGRESS: at 10.32% examples, 731139 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:23,663 : INFO : EPOCH 18 - PROGRESS: at 10.68% examples, 731036 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:24,671 : INFO : EPOCH 18 - PROGRESS: at 11.04% examples, 730757 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:25,684 : INFO : EPOCH 18 - PROGRESS: at 11.38% examples, 730808 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:26,687 : INFO : EPOCH 18 - PROGRESS: at 11.74% examples, 731198 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:27,694 : INFO : EPOCH 18 - PROGRESS: at 12.10% examples, 731243 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:28,698 : INFO : EPOCH 18 - PROGRESS: at 12.46% examples, 731426 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:29,709 : INFO : EPOCH 18 - PROGRESS: at 12.81% examples, 731290 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:30,709 : INFO : EPOCH 18 - PROGRESS: at 13.15% examples, 731495 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:31,726 : INFO : EPOCH 18 - PROGRESS: at 13.52% examples, 731180 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:32,726 : INFO : EPOCH 18 - PROGRESS: at 13.88% examples, 731097 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:48:33,733 : INFO : EPOCH 18 - PROGRESS: at 14.26% examples, 731253 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:34,735 : INFO : EPOCH 18 - PROGRESS: at 14.61% examples, 731200 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:35,740 : INFO : EPOCH 18 - PROGRESS: at 14.97% examples, 731149 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:36,748 : INFO : EPOCH 18 - PROGRESS: at 15.29% examples, 731042 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:37,749 : INFO : EPOCH 18 - PROGRESS: at 15.65% examples, 731188 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:38,749 : INFO : EPOCH 18 - PROGRESS: at 16.01% examples, 731339 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:39,762 : INFO : EPOCH 18 - PROGRESS: at 16.40% examples, 731640 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:40,762 : INFO : EPOCH 18 - PROGRESS: at 16.75% examples, 731369 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:41,780 : INFO : EPOCH 18 - PROGRESS: at 17.10% examples, 731359 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:42,787 : INFO : EPOCH 18 - PROGRESS: at 17.47% examples, 731482 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:43,796 : INFO : EPOCH 18 - PROGRESS: at 17.85% examples, 731534 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:44,796 : INFO : EPOCH 18 - PROGRESS: at 18.21% examples, 731695 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:48:45,805 : INFO : EPOCH 18 - PROGRESS: at 18.59% examples, 731632 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:46,815 : INFO : EPOCH 18 - PROGRESS: at 18.91% examples, 731539 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:47,832 : INFO : EPOCH 18 - PROGRESS: at 19.27% examples, 731609 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:48:48,848 : INFO : EPOCH 18 - PROGRESS: at 19.63% examples, 731573 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:49,879 : INFO : EPOCH 18 - PROGRESS: at 19.99% examples, 731510 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:50,882 : INFO : EPOCH 18 - PROGRESS: at 20.34% examples, 731588 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:51,884 : INFO : EPOCH 18 - PROGRESS: at 20.73% examples, 731677 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:52,886 : INFO : EPOCH 18 - PROGRESS: at 21.09% examples, 731694 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:53,886 : INFO : EPOCH 18 - PROGRESS: at 21.49% examples, 731670 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:54,895 : INFO : EPOCH 18 - PROGRESS: at 21.84% examples, 731550 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:55,909 : INFO : EPOCH 18 - PROGRESS: at 22.19% examples, 731498 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:56,913 : INFO : EPOCH 18 - PROGRESS: at 22.55% examples, 731476 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:57,928 : INFO : EPOCH 18 - PROGRESS: at 22.93% examples, 731588 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:58,949 : INFO : EPOCH 18 - PROGRESS: at 23.30% examples, 731049 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:48:59,950 : INFO : EPOCH 18 - PROGRESS: at 23.62% examples, 730850 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:00,955 : INFO : EPOCH 18 - PROGRESS: at 23.98% examples, 730220 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:01,956 : INFO : EPOCH 18 - PROGRESS: at 24.31% examples, 729032 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:02,959 : INFO : EPOCH 18 - PROGRESS: at 24.63% examples, 727556 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:03,962 : INFO : EPOCH 18 - PROGRESS: at 24.99% examples, 727890 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:04,963 : INFO : EPOCH 18 - PROGRESS: at 25.32% examples, 727998 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:05,969 : INFO : EPOCH 18 - PROGRESS: at 25.66% examples, 728066 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:06,980 : INFO : EPOCH 18 - PROGRESS: at 26.02% examples, 728088 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:07,980 : INFO : EPOCH 18 - PROGRESS: at 26.38% examples, 728344 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:08,988 : INFO : EPOCH 18 - PROGRESS: at 26.73% examples, 728393 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:09,995 : INFO : EPOCH 18 - PROGRESS: at 27.10% examples, 728391 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:10,996 : INFO : EPOCH 18 - PROGRESS: at 27.46% examples, 728442 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:12,002 : INFO : EPOCH 18 - PROGRESS: at 27.83% examples, 728462 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:13,023 : INFO : EPOCH 18 - PROGRESS: at 28.20% examples, 728486 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:14,031 : INFO : EPOCH 18 - PROGRESS: at 28.59% examples, 728606 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:15,031 : INFO : EPOCH 18 - PROGRESS: at 28.94% examples, 728611 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:16,046 : INFO : EPOCH 18 - PROGRESS: at 29.32% examples, 728658 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:17,056 : INFO : EPOCH 18 - PROGRESS: at 29.66% examples, 728744 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:18,074 : INFO : EPOCH 18 - PROGRESS: at 30.04% examples, 728634 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:19,076 : INFO : EPOCH 18 - PROGRESS: at 30.40% examples, 728722 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:20,078 : INFO : EPOCH 18 - PROGRESS: at 30.77% examples, 728752 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:21,098 : INFO : EPOCH 18 - PROGRESS: at 31.15% examples, 728771 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:22,099 : INFO : EPOCH 18 - PROGRESS: at 31.50% examples, 728923 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:23,106 : INFO : EPOCH 18 - PROGRESS: at 31.82% examples, 729047 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:24,108 : INFO : EPOCH 18 - PROGRESS: at 32.17% examples, 729115 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:25,109 : INFO : EPOCH 18 - PROGRESS: at 32.53% examples, 729258 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:49:26,116 : INFO : EPOCH 18 - PROGRESS: at 32.91% examples, 729197 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:27,136 : INFO : EPOCH 18 - PROGRESS: at 33.32% examples, 729154 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:28,136 : INFO : EPOCH 18 - PROGRESS: at 33.69% examples, 729222 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:29,158 : INFO : EPOCH 18 - PROGRESS: at 34.07% examples, 729224 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:30,166 : INFO : EPOCH 18 - PROGRESS: at 34.45% examples, 729357 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:31,169 : INFO : EPOCH 18 - PROGRESS: at 34.81% examples, 729452 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:32,171 : INFO : EPOCH 18 - PROGRESS: at 35.17% examples, 729458 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:33,183 : INFO : EPOCH 18 - PROGRESS: at 35.52% examples, 729491 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:34,194 : INFO : EPOCH 18 - PROGRESS: at 35.88% examples, 729607 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:35,196 : INFO : EPOCH 18 - PROGRESS: at 36.22% examples, 729657 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:36,209 : INFO : EPOCH 18 - PROGRESS: at 36.57% examples, 729649 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:37,210 : INFO : EPOCH 18 - PROGRESS: at 36.94% examples, 729689 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:38,224 : INFO : EPOCH 18 - PROGRESS: at 37.30% examples, 729803 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:39,225 : INFO : EPOCH 18 - PROGRESS: at 37.65% examples, 729883 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:40,227 : INFO : EPOCH 18 - PROGRESS: at 38.00% examples, 729911 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:41,231 : INFO : EPOCH 18 - PROGRESS: at 38.37% examples, 729981 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:42,234 : INFO : EPOCH 18 - PROGRESS: at 38.72% examples, 730017 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:43,239 : INFO : EPOCH 18 - PROGRESS: at 39.09% examples, 730020 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:44,240 : INFO : EPOCH 18 - PROGRESS: at 39.44% examples, 730057 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:45,245 : INFO : EPOCH 18 - PROGRESS: at 39.79% examples, 730137 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:46,248 : INFO : EPOCH 18 - PROGRESS: at 40.12% examples, 730187 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:47,261 : INFO : EPOCH 18 - PROGRESS: at 40.45% examples, 730198 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:48,262 : INFO : EPOCH 18 - PROGRESS: at 40.81% examples, 730269 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:49:49,268 : INFO : EPOCH 18 - PROGRESS: at 41.19% examples, 730283 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:49:50,268 : INFO : EPOCH 18 - PROGRESS: at 41.54% examples, 730278 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:51,274 : INFO : EPOCH 18 - PROGRESS: at 41.91% examples, 730349 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:52,275 : INFO : EPOCH 18 - PROGRESS: at 42.27% examples, 730300 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:53,295 : INFO : EPOCH 18 - PROGRESS: at 42.63% examples, 730344 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:54,298 : INFO : EPOCH 18 - PROGRESS: at 42.98% examples, 730403 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:55,306 : INFO : EPOCH 18 - PROGRESS: at 43.34% examples, 730364 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:49:56,316 : INFO : EPOCH 18 - PROGRESS: at 43.73% examples, 730361 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:57,318 : INFO : EPOCH 18 - PROGRESS: at 44.06% examples, 730359 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:58,333 : INFO : EPOCH 18 - PROGRESS: at 44.41% examples, 730364 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:49:59,342 : INFO : EPOCH 18 - PROGRESS: at 44.75% examples, 730393 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:00,349 : INFO : EPOCH 18 - PROGRESS: at 45.08% examples, 730481 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:01,357 : INFO : EPOCH 18 - PROGRESS: at 45.45% examples, 730510 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:02,360 : INFO : EPOCH 18 - PROGRESS: at 45.79% examples, 730589 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:50:03,360 : INFO : EPOCH 18 - PROGRESS: at 46.16% examples, 730553 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:50:04,363 : INFO : EPOCH 18 - PROGRESS: at 46.51% examples, 730590 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:05,365 : INFO : EPOCH 18 - PROGRESS: at 46.90% examples, 730520 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:06,368 : INFO : EPOCH 18 - PROGRESS: at 47.27% examples, 730474 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:07,378 : INFO : EPOCH 18 - PROGRESS: at 47.63% examples, 730490 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:50:08,388 : INFO : EPOCH 18 - PROGRESS: at 48.01% examples, 730438 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:09,398 : INFO : EPOCH 18 - PROGRESS: at 48.39% examples, 730521 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:10,400 : INFO : EPOCH 18 - PROGRESS: at 48.76% examples, 730539 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:11,404 : INFO : EPOCH 18 - PROGRESS: at 49.11% examples, 730597 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:12,409 : INFO : EPOCH 18 - PROGRESS: at 49.47% examples, 730612 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:13,427 : INFO : EPOCH 18 - PROGRESS: at 49.85% examples, 730631 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:50:14,435 : INFO : EPOCH 18 - PROGRESS: at 50.21% examples, 730709 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:15,437 : INFO : EPOCH 18 - PROGRESS: at 50.55% examples, 730807 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:16,439 : INFO : EPOCH 18 - PROGRESS: at 50.92% examples, 730811 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:17,456 : INFO : EPOCH 18 - PROGRESS: at 51.25% examples, 730803 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:18,466 : INFO : EPOCH 18 - PROGRESS: at 51.60% examples, 730837 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:19,471 : INFO : EPOCH 18 - PROGRESS: at 51.97% examples, 730823 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:20,476 : INFO : EPOCH 18 - PROGRESS: at 52.32% examples, 730799 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:21,483 : INFO : EPOCH 18 - PROGRESS: at 52.66% examples, 730852 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:22,485 : INFO : EPOCH 18 - PROGRESS: at 53.00% examples, 730832 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:23,491 : INFO : EPOCH 18 - PROGRESS: at 53.34% examples, 730729 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:50:24,494 : INFO : EPOCH 18 - PROGRESS: at 53.69% examples, 730776 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:25,508 : INFO : EPOCH 18 - PROGRESS: at 54.05% examples, 730754 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:26,524 : INFO : EPOCH 18 - PROGRESS: at 54.38% examples, 730819 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:27,527 : INFO : EPOCH 18 - PROGRESS: at 54.71% examples, 730857 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:28,533 : INFO : EPOCH 18 - PROGRESS: at 55.08% examples, 730819 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:29,561 : INFO : EPOCH 18 - PROGRESS: at 55.43% examples, 730827 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:50:30,563 : INFO : EPOCH 18 - PROGRESS: at 55.78% examples, 730870 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:31,566 : INFO : EPOCH 18 - PROGRESS: at 56.15% examples, 730912 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:32,573 : INFO : EPOCH 18 - PROGRESS: at 56.49% examples, 730929 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:33,587 : INFO : EPOCH 18 - PROGRESS: at 56.86% examples, 730915 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:34,588 : INFO : EPOCH 18 - PROGRESS: at 57.21% examples, 730962 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:35,594 : INFO : EPOCH 18 - PROGRESS: at 57.57% examples, 730903 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:36,597 : INFO : EPOCH 18 - PROGRESS: at 57.93% examples, 730951 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:37,601 : INFO : EPOCH 18 - PROGRESS: at 58.27% examples, 730974 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:38,609 : INFO : EPOCH 18 - PROGRESS: at 58.64% examples, 730984 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:39,610 : INFO : EPOCH 18 - PROGRESS: at 58.99% examples, 731089 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:40,611 : INFO : EPOCH 18 - PROGRESS: at 59.34% examples, 731120 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:41,618 : INFO : EPOCH 18 - PROGRESS: at 59.68% examples, 731130 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:50:42,623 : INFO : EPOCH 18 - PROGRESS: at 60.05% examples, 731157 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:43,624 : INFO : EPOCH 18 - PROGRESS: at 60.38% examples, 731148 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:44,633 : INFO : EPOCH 18 - PROGRESS: at 60.75% examples, 731230 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:45,639 : INFO : EPOCH 18 - PROGRESS: at 61.06% examples, 731003 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:46,662 : INFO : EPOCH 18 - PROGRESS: at 61.37% examples, 730641 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:47,684 : INFO : EPOCH 18 - PROGRESS: at 61.72% examples, 730278 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:48,699 : INFO : EPOCH 18 - PROGRESS: at 62.06% examples, 729905 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:49,727 : INFO : EPOCH 18 - PROGRESS: at 62.40% examples, 729502 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:50,728 : INFO : EPOCH 18 - PROGRESS: at 62.73% examples, 729212 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:51,743 : INFO : EPOCH 18 - PROGRESS: at 63.08% examples, 728784 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:52,746 : INFO : EPOCH 18 - PROGRESS: at 63.43% examples, 728466 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:53,747 : INFO : EPOCH 18 - PROGRESS: at 63.77% examples, 728063 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:54,752 : INFO : EPOCH 18 - PROGRESS: at 64.10% examples, 727776 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:55,762 : INFO : EPOCH 18 - PROGRESS: at 64.40% examples, 727381 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:56,764 : INFO : EPOCH 18 - PROGRESS: at 64.71% examples, 727101 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:57,776 : INFO : EPOCH 18 - PROGRESS: at 65.02% examples, 726766 words/s, in_qsize 8, out_qsize 1
2020-07-24 05:50:58,783 : INFO : EPOCH 18 - PROGRESS: at 65.36% examples, 726445 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:50:59,798 : INFO : EPOCH 18 - PROGRESS: at 65.66% examples, 726076 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:51:00,808 : INFO : EPOCH 18 - PROGRESS: at 65.97% examples, 725711 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:01,811 : INFO : EPOCH 18 - PROGRESS: at 66.30% examples, 725380 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:02,816 : INFO : EPOCH 18 - PROGRESS: at 66.62% examples, 725030 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:51:03,817 : INFO : EPOCH 18 - PROGRESS: at 66.95% examples, 724747 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:04,822 : INFO : EPOCH 18 - PROGRESS: at 67.26% examples, 724379 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:05,826 : INFO : EPOCH 18 - PROGRESS: at 67.59% examples, 724109 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:06,835 : INFO : EPOCH 18 - PROGRESS: at 67.89% examples, 723784 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:07,841 : INFO : EPOCH 18 - PROGRESS: at 68.23% examples, 723521 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:08,850 : INFO : EPOCH 18 - PROGRESS: at 68.54% examples, 723206 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:09,858 : INFO : EPOCH 18 - PROGRESS: at 68.86% examples, 722902 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:51:10,876 : INFO : EPOCH 18 - PROGRESS: at 69.20% examples, 722573 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:11,880 : INFO : EPOCH 18 - PROGRESS: at 69.51% examples, 722332 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:51:12,882 : INFO : EPOCH 18 - PROGRESS: at 69.82% examples, 722022 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:51:13,902 : INFO : EPOCH 18 - PROGRESS: at 70.15% examples, 721791 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:14,904 : INFO : EPOCH 18 - PROGRESS: at 70.43% examples, 721540 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:15,910 : INFO : EPOCH 18 - PROGRESS: at 70.79% examples, 721182 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:16,911 : INFO : EPOCH 18 - PROGRESS: at 71.13% examples, 720893 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:17,915 : INFO : EPOCH 18 - PROGRESS: at 71.46% examples, 720636 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:51:18,922 : INFO : EPOCH 18 - PROGRESS: at 71.76% examples, 720379 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:51:19,934 : INFO : EPOCH 18 - PROGRESS: at 72.07% examples, 720071 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:20,935 : INFO : EPOCH 18 - PROGRESS: at 72.40% examples, 719811 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:21,943 : INFO : EPOCH 18 - PROGRESS: at 72.72% examples, 719534 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:22,970 : INFO : EPOCH 18 - PROGRESS: at 73.06% examples, 719273 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:51:23,977 : INFO : EPOCH 18 - PROGRESS: at 73.39% examples, 719014 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:24,980 : INFO : EPOCH 18 - PROGRESS: at 73.70% examples, 718799 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:25,993 : INFO : EPOCH 18 - PROGRESS: at 74.04% examples, 718566 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:27,001 : INFO : EPOCH 18 - PROGRESS: at 74.37% examples, 718316 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:28,006 : INFO : EPOCH 18 - PROGRESS: at 74.68% examples, 718101 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:29,010 : INFO : EPOCH 18 - PROGRESS: at 74.98% examples, 717902 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:51:30,017 : INFO : EPOCH 18 - PROGRESS: at 75.29% examples, 717703 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:31,050 : INFO : EPOCH 18 - PROGRESS: at 75.62% examples, 717441 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:32,060 : INFO : EPOCH 18 - PROGRESS: at 75.93% examples, 717289 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:33,071 : INFO : EPOCH 18 - PROGRESS: at 76.23% examples, 717057 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:34,076 : INFO : EPOCH 18 - PROGRESS: at 76.55% examples, 716835 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:35,077 : INFO : EPOCH 18 - PROGRESS: at 76.86% examples, 716595 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:36,079 : INFO : EPOCH 18 - PROGRESS: at 77.20% examples, 716370 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:37,082 : INFO : EPOCH 18 - PROGRESS: at 77.53% examples, 716111 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:38,092 : INFO : EPOCH 18 - PROGRESS: at 77.85% examples, 715843 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:39,093 : INFO : EPOCH 18 - PROGRESS: at 78.16% examples, 715509 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:40,096 : INFO : EPOCH 18 - PROGRESS: at 78.45% examples, 715191 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:41,101 : INFO : EPOCH 18 - PROGRESS: at 78.76% examples, 714852 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:42,101 : INFO : EPOCH 18 - PROGRESS: at 79.04% examples, 714235 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:43,111 : INFO : EPOCH 18 - PROGRESS: at 79.35% examples, 713986 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:44,115 : INFO : EPOCH 18 - PROGRESS: at 79.71% examples, 714100 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:51:45,123 : INFO : EPOCH 18 - PROGRESS: at 80.08% examples, 714142 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:46,141 : INFO : EPOCH 18 - PROGRESS: at 80.44% examples, 714189 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:47,143 : INFO : EPOCH 18 - PROGRESS: at 80.79% examples, 714290 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:48,145 : INFO : EPOCH 18 - PROGRESS: at 81.15% examples, 714344 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:49,153 : INFO : EPOCH 18 - PROGRESS: at 81.49% examples, 714431 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:50,153 : INFO : EPOCH 18 - PROGRESS: at 81.84% examples, 714534 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:51,159 : INFO : EPOCH 18 - PROGRESS: at 82.21% examples, 714648 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:52,170 : INFO : EPOCH 18 - PROGRESS: at 82.55% examples, 714723 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:53,175 : INFO : EPOCH 18 - PROGRESS: at 82.89% examples, 714828 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:54,182 : INFO : EPOCH 18 - PROGRESS: at 83.23% examples, 714903 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:55,187 : INFO : EPOCH 18 - PROGRESS: at 83.60% examples, 714992 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:56,189 : INFO : EPOCH 18 - PROGRESS: at 83.96% examples, 715102 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:57,191 : INFO : EPOCH 18 - PROGRESS: at 84.30% examples, 715130 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:58,195 : INFO : EPOCH 18 - PROGRESS: at 84.64% examples, 715198 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:51:59,200 : INFO : EPOCH 18 - PROGRESS: at 85.02% examples, 715228 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:00,215 : INFO : EPOCH 18 - PROGRESS: at 85.38% examples, 715259 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:01,219 : INFO : EPOCH 18 - PROGRESS: at 85.72% examples, 715391 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:52:02,240 : INFO : EPOCH 18 - PROGRESS: at 86.06% examples, 715441 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:52:03,248 : INFO : EPOCH 18 - PROGRESS: at 86.43% examples, 715529 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:04,259 : INFO : EPOCH 18 - PROGRESS: at 86.78% examples, 715605 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:05,265 : INFO : EPOCH 18 - PROGRESS: at 87.15% examples, 715675 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:06,266 : INFO : EPOCH 18 - PROGRESS: at 87.49% examples, 715763 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:07,269 : INFO : EPOCH 18 - PROGRESS: at 87.84% examples, 715831 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:08,281 : INFO : EPOCH 18 - PROGRESS: at 88.19% examples, 715897 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:09,285 : INFO : EPOCH 18 - PROGRESS: at 88.53% examples, 715949 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:10,307 : INFO : EPOCH 18 - PROGRESS: at 88.88% examples, 716042 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:11,320 : INFO : EPOCH 18 - PROGRESS: at 89.24% examples, 716111 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:12,324 : INFO : EPOCH 18 - PROGRESS: at 89.59% examples, 716153 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:52:13,333 : INFO : EPOCH 18 - PROGRESS: at 89.94% examples, 716239 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:14,342 : INFO : EPOCH 18 - PROGRESS: at 90.30% examples, 716318 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:15,355 : INFO : EPOCH 18 - PROGRESS: at 90.67% examples, 716383 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:16,358 : INFO : EPOCH 18 - PROGRESS: at 91.04% examples, 716446 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:17,360 : INFO : EPOCH 18 - PROGRESS: at 91.41% examples, 716500 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:18,361 : INFO : EPOCH 18 - PROGRESS: at 91.76% examples, 716622 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:19,372 : INFO : EPOCH 18 - PROGRESS: at 92.15% examples, 716652 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:20,377 : INFO : EPOCH 18 - PROGRESS: at 92.52% examples, 716685 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:21,381 : INFO : EPOCH 18 - PROGRESS: at 92.84% examples, 716749 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:22,382 : INFO : EPOCH 18 - PROGRESS: at 93.17% examples, 716812 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:23,390 : INFO : EPOCH 18 - PROGRESS: at 93.49% examples, 716907 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:24,390 : INFO : EPOCH 18 - PROGRESS: at 93.84% examples, 716988 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:25,397 : INFO : EPOCH 18 - PROGRESS: at 94.19% examples, 717067 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:26,407 : INFO : EPOCH 18 - PROGRESS: at 94.52% examples, 717122 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:52:27,409 : INFO : EPOCH 18 - PROGRESS: at 94.89% examples, 717162 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:28,410 : INFO : EPOCH 18 - PROGRESS: at 95.24% examples, 717202 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:29,430 : INFO : EPOCH 18 - PROGRESS: at 95.61% examples, 717218 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:52:30,438 : INFO : EPOCH 18 - PROGRESS: at 95.97% examples, 717313 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:31,440 : INFO : EPOCH 18 - PROGRESS: at 96.31% examples, 717383 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:32,444 : INFO : EPOCH 18 - PROGRESS: at 96.67% examples, 717438 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:33,449 : INFO : EPOCH 18 - PROGRESS: at 97.03% examples, 717491 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:34,451 : INFO : EPOCH 18 - PROGRESS: at 97.37% examples, 717574 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:52:35,456 : INFO : EPOCH 18 - PROGRESS: at 97.72% examples, 717611 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:36,467 : INFO : EPOCH 18 - PROGRESS: at 98.06% examples, 717717 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:37,481 : INFO : EPOCH 18 - PROGRESS: at 98.43% examples, 717756 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:38,489 : INFO : EPOCH 18 - PROGRESS: at 98.80% examples, 717776 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:39,502 : INFO : EPOCH 18 - PROGRESS: at 99.16% examples, 717839 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:40,505 : INFO : EPOCH 18 - PROGRESS: at 99.54% examples, 717931 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:41,525 : INFO : EPOCH 18 - PROGRESS: at 99.91% examples, 717919 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:41,724 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 05:52:41,737 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 05:52:41,738 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 05:52:41,742 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 05:52:41,743 : INFO : EPOCH - 18 : training on 266670914 raw words (206935346 effective words) took 288.2s, 717967 effective words/s
2020-07-24 05:52:42,753 : INFO : EPOCH 19 - PROGRESS: at 0.32% examples, 710153 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:43,753 : INFO : EPOCH 19 - PROGRESS: at 0.65% examples, 719371 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:44,754 : INFO : EPOCH 19 - PROGRESS: at 0.99% examples, 724313 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:45,766 : INFO : EPOCH 19 - PROGRESS: at 1.33% examples, 724266 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:52:46,770 : INFO : EPOCH 19 - PROGRESS: at 1.67% examples, 725708 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:47,781 : INFO : EPOCH 19 - PROGRESS: at 2.04% examples, 725389 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:48,783 : INFO : EPOCH 19 - PROGRESS: at 2.40% examples, 725158 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:49,786 : INFO : EPOCH 19 - PROGRESS: at 2.74% examples, 726740 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:50,791 : INFO : EPOCH 19 - PROGRESS: at 3.11% examples, 725484 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:51,800 : INFO : EPOCH 19 - PROGRESS: at 3.46% examples, 726465 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:52,803 : INFO : EPOCH 19 - PROGRESS: at 3.84% examples, 726563 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:52:53,810 : INFO : EPOCH 19 - PROGRESS: at 4.17% examples, 726507 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:54,822 : INFO : EPOCH 19 - PROGRESS: at 4.52% examples, 727358 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:55,825 : INFO : EPOCH 19 - PROGRESS: at 4.88% examples, 727022 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:56,827 : INFO : EPOCH 19 - PROGRESS: at 5.25% examples, 727191 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:57,830 : INFO : EPOCH 19 - PROGRESS: at 5.60% examples, 726549 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:58,835 : INFO : EPOCH 19 - PROGRESS: at 5.94% examples, 726968 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:52:59,852 : INFO : EPOCH 19 - PROGRESS: at 6.31% examples, 727187 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:00,856 : INFO : EPOCH 19 - PROGRESS: at 6.68% examples, 727307 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:01,856 : INFO : EPOCH 19 - PROGRESS: at 7.04% examples, 727071 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:02,859 : INFO : EPOCH 19 - PROGRESS: at 7.39% examples, 726799 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:03,864 : INFO : EPOCH 19 - PROGRESS: at 7.78% examples, 726956 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:04,865 : INFO : EPOCH 19 - PROGRESS: at 8.14% examples, 727495 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:05,870 : INFO : EPOCH 19 - PROGRESS: at 8.51% examples, 727812 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:06,883 : INFO : EPOCH 19 - PROGRESS: at 8.87% examples, 727751 words/s, in_qsize 8, out_qsize 1
2020-07-24 05:53:07,896 : INFO : EPOCH 19 - PROGRESS: at 9.23% examples, 727810 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:53:08,901 : INFO : EPOCH 19 - PROGRESS: at 9.56% examples, 728120 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:09,925 : INFO : EPOCH 19 - PROGRESS: at 9.93% examples, 728192 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:10,931 : INFO : EPOCH 19 - PROGRESS: at 10.29% examples, 728230 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:11,940 : INFO : EPOCH 19 - PROGRESS: at 10.64% examples, 727912 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:12,943 : INFO : EPOCH 19 - PROGRESS: at 11.01% examples, 727833 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:13,951 : INFO : EPOCH 19 - PROGRESS: at 11.35% examples, 728326 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:53:14,951 : INFO : EPOCH 19 - PROGRESS: at 11.72% examples, 728744 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:15,955 : INFO : EPOCH 19 - PROGRESS: at 12.08% examples, 728888 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:16,960 : INFO : EPOCH 19 - PROGRESS: at 12.42% examples, 728970 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:17,962 : INFO : EPOCH 19 - PROGRESS: at 12.77% examples, 728964 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:18,974 : INFO : EPOCH 19 - PROGRESS: at 13.12% examples, 729082 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:19,975 : INFO : EPOCH 19 - PROGRESS: at 13.48% examples, 728885 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:20,979 : INFO : EPOCH 19 - PROGRESS: at 13.84% examples, 728609 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:21,987 : INFO : EPOCH 19 - PROGRESS: at 14.21% examples, 728892 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:22,990 : INFO : EPOCH 19 - PROGRESS: at 14.57% examples, 728704 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:24,001 : INFO : EPOCH 19 - PROGRESS: at 14.94% examples, 728742 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:25,006 : INFO : EPOCH 19 - PROGRESS: at 15.26% examples, 728689 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:26,011 : INFO : EPOCH 19 - PROGRESS: at 15.61% examples, 728891 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:53:27,012 : INFO : EPOCH 19 - PROGRESS: at 15.98% examples, 729230 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:28,028 : INFO : EPOCH 19 - PROGRESS: at 16.36% examples, 729158 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:29,031 : INFO : EPOCH 19 - PROGRESS: at 16.71% examples, 729334 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:30,038 : INFO : EPOCH 19 - PROGRESS: at 17.06% examples, 729055 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:31,053 : INFO : EPOCH 19 - PROGRESS: at 17.43% examples, 729241 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:32,055 : INFO : EPOCH 19 - PROGRESS: at 17.79% examples, 729298 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:33,067 : INFO : EPOCH 19 - PROGRESS: at 18.16% examples, 729102 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:34,068 : INFO : EPOCH 19 - PROGRESS: at 18.53% examples, 729069 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:35,069 : INFO : EPOCH 19 - PROGRESS: at 18.87% examples, 729192 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:36,081 : INFO : EPOCH 19 - PROGRESS: at 19.21% examples, 729142 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:37,098 : INFO : EPOCH 19 - PROGRESS: at 19.55% examples, 729118 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:53:38,101 : INFO : EPOCH 19 - PROGRESS: at 19.93% examples, 729307 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:39,110 : INFO : EPOCH 19 - PROGRESS: at 20.28% examples, 729371 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:40,114 : INFO : EPOCH 19 - PROGRESS: at 20.66% examples, 729493 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:41,115 : INFO : EPOCH 19 - PROGRESS: at 21.03% examples, 729435 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:42,125 : INFO : EPOCH 19 - PROGRESS: at 21.41% examples, 729288 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:43,139 : INFO : EPOCH 19 - PROGRESS: at 21.79% examples, 729412 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:44,161 : INFO : EPOCH 19 - PROGRESS: at 22.14% examples, 729255 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:45,165 : INFO : EPOCH 19 - PROGRESS: at 22.49% examples, 729413 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:46,168 : INFO : EPOCH 19 - PROGRESS: at 22.88% examples, 729303 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:47,178 : INFO : EPOCH 19 - PROGRESS: at 23.24% examples, 729291 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:48,184 : INFO : EPOCH 19 - PROGRESS: at 23.57% examples, 729277 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:49,191 : INFO : EPOCH 19 - PROGRESS: at 23.95% examples, 729277 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:50,192 : INFO : EPOCH 19 - PROGRESS: at 24.32% examples, 729131 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:51,196 : INFO : EPOCH 19 - PROGRESS: at 24.68% examples, 729233 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:52,202 : INFO : EPOCH 19 - PROGRESS: at 25.02% examples, 729268 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:53,210 : INFO : EPOCH 19 - PROGRESS: at 25.38% examples, 729293 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:54,220 : INFO : EPOCH 19 - PROGRESS: at 25.71% examples, 729335 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:55,222 : INFO : EPOCH 19 - PROGRESS: at 26.08% examples, 729476 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:56,224 : INFO : EPOCH 19 - PROGRESS: at 26.43% examples, 729499 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:57,228 : INFO : EPOCH 19 - PROGRESS: at 26.77% examples, 729547 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:58,229 : INFO : EPOCH 19 - PROGRESS: at 27.14% examples, 729448 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:53:59,230 : INFO : EPOCH 19 - PROGRESS: at 27.50% examples, 729508 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:00,234 : INFO : EPOCH 19 - PROGRESS: at 27.86% examples, 729339 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:01,235 : INFO : EPOCH 19 - PROGRESS: at 28.24% examples, 729313 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:02,238 : INFO : EPOCH 19 - PROGRESS: at 28.60% examples, 729251 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:03,245 : INFO : EPOCH 19 - PROGRESS: at 28.95% examples, 729101 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:04,247 : INFO : EPOCH 19 - PROGRESS: at 29.32% examples, 729171 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:05,251 : INFO : EPOCH 19 - PROGRESS: at 29.67% examples, 729103 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:54:06,261 : INFO : EPOCH 19 - PROGRESS: at 30.03% examples, 728972 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:07,275 : INFO : EPOCH 19 - PROGRESS: at 30.40% examples, 729019 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:08,280 : INFO : EPOCH 19 - PROGRESS: at 30.77% examples, 728985 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:09,293 : INFO : EPOCH 19 - PROGRESS: at 31.15% examples, 729057 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:10,295 : INFO : EPOCH 19 - PROGRESS: at 31.49% examples, 729025 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:11,297 : INFO : EPOCH 19 - PROGRESS: at 31.81% examples, 729118 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:12,306 : INFO : EPOCH 19 - PROGRESS: at 32.16% examples, 729126 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:13,324 : INFO : EPOCH 19 - PROGRESS: at 32.52% examples, 729217 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:14,326 : INFO : EPOCH 19 - PROGRESS: at 32.90% examples, 729114 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:15,330 : INFO : EPOCH 19 - PROGRESS: at 33.30% examples, 729120 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:54:16,333 : INFO : EPOCH 19 - PROGRESS: at 33.68% examples, 729181 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:17,355 : INFO : EPOCH 19 - PROGRESS: at 34.04% examples, 729166 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:18,360 : INFO : EPOCH 19 - PROGRESS: at 34.43% examples, 729203 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:19,366 : INFO : EPOCH 19 - PROGRESS: at 34.77% examples, 728861 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:20,369 : INFO : EPOCH 19 - PROGRESS: at 35.12% examples, 728455 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:21,371 : INFO : EPOCH 19 - PROGRESS: at 35.44% examples, 728171 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:22,389 : INFO : EPOCH 19 - PROGRESS: at 35.75% examples, 726900 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:54:23,399 : INFO : EPOCH 19 - PROGRESS: at 36.05% examples, 726442 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:24,400 : INFO : EPOCH 19 - PROGRESS: at 36.40% examples, 726477 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:25,404 : INFO : EPOCH 19 - PROGRESS: at 36.77% examples, 726547 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:26,408 : INFO : EPOCH 19 - PROGRESS: at 37.11% examples, 726717 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:27,420 : INFO : EPOCH 19 - PROGRESS: at 37.49% examples, 726669 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:54:28,422 : INFO : EPOCH 19 - PROGRESS: at 37.84% examples, 726788 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:29,430 : INFO : EPOCH 19 - PROGRESS: at 38.19% examples, 726870 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:54:30,434 : INFO : EPOCH 19 - PROGRESS: at 38.56% examples, 727002 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:31,436 : INFO : EPOCH 19 - PROGRESS: at 38.90% examples, 727010 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:32,444 : INFO : EPOCH 19 - PROGRESS: at 39.26% examples, 727080 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:33,462 : INFO : EPOCH 19 - PROGRESS: at 39.62% examples, 727059 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:34,467 : INFO : EPOCH 19 - PROGRESS: at 39.95% examples, 727207 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:35,467 : INFO : EPOCH 19 - PROGRESS: at 40.30% examples, 727314 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:36,475 : INFO : EPOCH 19 - PROGRESS: at 40.63% examples, 727316 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:37,476 : INFO : EPOCH 19 - PROGRESS: at 41.00% examples, 727374 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:38,479 : INFO : EPOCH 19 - PROGRESS: at 41.38% examples, 727393 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:39,495 : INFO : EPOCH 19 - PROGRESS: at 41.74% examples, 727416 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:40,499 : INFO : EPOCH 19 - PROGRESS: at 42.11% examples, 727524 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:41,510 : INFO : EPOCH 19 - PROGRESS: at 42.47% examples, 727603 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:42,511 : INFO : EPOCH 19 - PROGRESS: at 42.80% examples, 727650 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:43,512 : INFO : EPOCH 19 - PROGRESS: at 43.18% examples, 727703 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:44,530 : INFO : EPOCH 19 - PROGRESS: at 43.55% examples, 727690 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:54:45,540 : INFO : EPOCH 19 - PROGRESS: at 43.91% examples, 727653 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:46,566 : INFO : EPOCH 19 - PROGRESS: at 44.26% examples, 727641 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:47,571 : INFO : EPOCH 19 - PROGRESS: at 44.60% examples, 727721 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:48,578 : INFO : EPOCH 19 - PROGRESS: at 44.94% examples, 727775 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:49,579 : INFO : EPOCH 19 - PROGRESS: at 45.27% examples, 727948 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:50,585 : INFO : EPOCH 19 - PROGRESS: at 45.64% examples, 727945 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:51,593 : INFO : EPOCH 19 - PROGRESS: at 45.99% examples, 728062 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:52,593 : INFO : EPOCH 19 - PROGRESS: at 46.35% examples, 728035 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:53,608 : INFO : EPOCH 19 - PROGRESS: at 46.73% examples, 728063 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:54,617 : INFO : EPOCH 19 - PROGRESS: at 47.11% examples, 728090 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:55,624 : INFO : EPOCH 19 - PROGRESS: at 47.49% examples, 728134 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:56,625 : INFO : EPOCH 19 - PROGRESS: at 47.84% examples, 728147 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:54:57,626 : INFO : EPOCH 19 - PROGRESS: at 48.23% examples, 728110 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:58,627 : INFO : EPOCH 19 - PROGRESS: at 48.60% examples, 728120 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:54:59,634 : INFO : EPOCH 19 - PROGRESS: at 48.94% examples, 728140 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:00,651 : INFO : EPOCH 19 - PROGRESS: at 49.29% examples, 728194 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:01,656 : INFO : EPOCH 19 - PROGRESS: at 49.68% examples, 728194 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:02,657 : INFO : EPOCH 19 - PROGRESS: at 50.04% examples, 728200 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:03,664 : INFO : EPOCH 19 - PROGRESS: at 50.38% examples, 728235 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:04,667 : INFO : EPOCH 19 - PROGRESS: at 50.73% examples, 728223 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:05,675 : INFO : EPOCH 19 - PROGRESS: at 51.09% examples, 728313 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:55:06,684 : INFO : EPOCH 19 - PROGRESS: at 51.44% examples, 728408 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:07,692 : INFO : EPOCH 19 - PROGRESS: at 51.79% examples, 728405 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:55:08,699 : INFO : EPOCH 19 - PROGRESS: at 52.16% examples, 728437 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:09,699 : INFO : EPOCH 19 - PROGRESS: at 52.49% examples, 728469 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:10,707 : INFO : EPOCH 19 - PROGRESS: at 52.85% examples, 728421 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:11,716 : INFO : EPOCH 19 - PROGRESS: at 53.19% examples, 728484 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:12,719 : INFO : EPOCH 19 - PROGRESS: at 53.53% examples, 728566 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:13,731 : INFO : EPOCH 19 - PROGRESS: at 53.89% examples, 728551 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:14,741 : INFO : EPOCH 19 - PROGRESS: at 54.25% examples, 728565 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:15,753 : INFO : EPOCH 19 - PROGRESS: at 54.57% examples, 728640 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:16,756 : INFO : EPOCH 19 - PROGRESS: at 54.90% examples, 728627 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:17,761 : INFO : EPOCH 19 - PROGRESS: at 55.26% examples, 728695 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:18,763 : INFO : EPOCH 19 - PROGRESS: at 55.60% examples, 728663 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:19,764 : INFO : EPOCH 19 - PROGRESS: at 55.96% examples, 728672 words/s, in_qsize 8, out_qsize 1
2020-07-24 05:55:20,765 : INFO : EPOCH 19 - PROGRESS: at 56.31% examples, 728747 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:21,773 : INFO : EPOCH 19 - PROGRESS: at 56.65% examples, 728716 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:22,775 : INFO : EPOCH 19 - PROGRESS: at 57.02% examples, 728682 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:23,787 : INFO : EPOCH 19 - PROGRESS: at 57.37% examples, 728659 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:24,794 : INFO : EPOCH 19 - PROGRESS: at 57.74% examples, 728686 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:25,796 : INFO : EPOCH 19 - PROGRESS: at 58.09% examples, 728645 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:26,800 : INFO : EPOCH 19 - PROGRESS: at 58.43% examples, 728686 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:27,814 : INFO : EPOCH 19 - PROGRESS: at 58.79% examples, 728775 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:28,820 : INFO : EPOCH 19 - PROGRESS: at 59.14% examples, 728762 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:29,820 : INFO : EPOCH 19 - PROGRESS: at 59.49% examples, 728834 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:30,822 : INFO : EPOCH 19 - PROGRESS: at 59.84% examples, 728840 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:31,822 : INFO : EPOCH 19 - PROGRESS: at 60.20% examples, 728845 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:55:32,839 : INFO : EPOCH 19 - PROGRESS: at 60.54% examples, 728820 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:33,840 : INFO : EPOCH 19 - PROGRESS: at 60.90% examples, 728894 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:34,856 : INFO : EPOCH 19 - PROGRESS: at 61.21% examples, 728888 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:35,859 : INFO : EPOCH 19 - PROGRESS: at 61.57% examples, 728896 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:36,862 : INFO : EPOCH 19 - PROGRESS: at 61.95% examples, 728945 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:55:37,876 : INFO : EPOCH 19 - PROGRESS: at 62.32% examples, 728903 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:38,891 : INFO : EPOCH 19 - PROGRESS: at 62.69% examples, 728927 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:39,892 : INFO : EPOCH 19 - PROGRESS: at 63.06% examples, 728970 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:40,898 : INFO : EPOCH 19 - PROGRESS: at 63.44% examples, 728922 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:41,913 : INFO : EPOCH 19 - PROGRESS: at 63.82% examples, 728910 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:42,919 : INFO : EPOCH 19 - PROGRESS: at 64.18% examples, 728895 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:43,924 : INFO : EPOCH 19 - PROGRESS: at 64.51% examples, 728987 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:44,934 : INFO : EPOCH 19 - PROGRESS: at 64.84% examples, 728919 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:45,950 : INFO : EPOCH 19 - PROGRESS: at 65.20% examples, 728899 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:46,954 : INFO : EPOCH 19 - PROGRESS: at 65.53% examples, 728933 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:47,966 : INFO : EPOCH 19 - PROGRESS: at 65.89% examples, 728944 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:48,986 : INFO : EPOCH 19 - PROGRESS: at 66.25% examples, 728928 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:49,996 : INFO : EPOCH 19 - PROGRESS: at 66.61% examples, 728906 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:50,997 : INFO : EPOCH 19 - PROGRESS: at 66.98% examples, 728961 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:52,002 : INFO : EPOCH 19 - PROGRESS: at 67.31% examples, 728932 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:53,017 : INFO : EPOCH 19 - PROGRESS: at 67.67% examples, 728872 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:54,018 : INFO : EPOCH 19 - PROGRESS: at 68.01% examples, 728947 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:55,021 : INFO : EPOCH 19 - PROGRESS: at 68.37% examples, 728979 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:56,031 : INFO : EPOCH 19 - PROGRESS: at 68.72% examples, 728976 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:57,038 : INFO : EPOCH 19 - PROGRESS: at 69.09% examples, 728979 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:58,039 : INFO : EPOCH 19 - PROGRESS: at 69.41% examples, 728983 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:55:59,044 : INFO : EPOCH 19 - PROGRESS: at 69.77% examples, 729032 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:00,048 : INFO : EPOCH 19 - PROGRESS: at 70.12% examples, 729066 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:01,052 : INFO : EPOCH 19 - PROGRESS: at 70.44% examples, 729123 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:02,056 : INFO : EPOCH 19 - PROGRESS: at 70.83% examples, 729077 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:03,070 : INFO : EPOCH 19 - PROGRESS: at 71.20% examples, 729037 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:04,076 : INFO : EPOCH 19 - PROGRESS: at 71.57% examples, 729047 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:05,080 : INFO : EPOCH 19 - PROGRESS: at 71.88% examples, 729022 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:06,088 : INFO : EPOCH 19 - PROGRESS: at 72.22% examples, 729050 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:07,103 : INFO : EPOCH 19 - PROGRESS: at 72.60% examples, 729070 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:08,107 : INFO : EPOCH 19 - PROGRESS: at 72.97% examples, 729097 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:09,111 : INFO : EPOCH 19 - PROGRESS: at 73.33% examples, 729067 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:10,123 : INFO : EPOCH 19 - PROGRESS: at 73.66% examples, 729103 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:11,129 : INFO : EPOCH 19 - PROGRESS: at 74.03% examples, 729085 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:12,141 : INFO : EPOCH 19 - PROGRESS: at 74.39% examples, 729099 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:13,141 : INFO : EPOCH 19 - PROGRESS: at 74.73% examples, 729127 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:56:14,153 : INFO : EPOCH 19 - PROGRESS: at 75.06% examples, 729135 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:15,167 : INFO : EPOCH 19 - PROGRESS: at 75.41% examples, 729140 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:16,172 : INFO : EPOCH 19 - PROGRESS: at 75.75% examples, 729158 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:17,180 : INFO : EPOCH 19 - PROGRESS: at 76.08% examples, 729217 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:56:18,187 : INFO : EPOCH 19 - PROGRESS: at 76.42% examples, 729193 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:19,191 : INFO : EPOCH 19 - PROGRESS: at 76.78% examples, 729194 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:20,201 : INFO : EPOCH 19 - PROGRESS: at 77.12% examples, 729214 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:21,208 : INFO : EPOCH 19 - PROGRESS: at 77.49% examples, 729184 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:22,214 : INFO : EPOCH 19 - PROGRESS: at 77.85% examples, 729186 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:23,221 : INFO : EPOCH 19 - PROGRESS: at 78.21% examples, 729202 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:24,243 : INFO : EPOCH 19 - PROGRESS: at 78.55% examples, 729239 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:25,246 : INFO : EPOCH 19 - PROGRESS: at 78.91% examples, 729241 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:26,249 : INFO : EPOCH 19 - PROGRESS: at 79.25% examples, 729289 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:27,255 : INFO : EPOCH 19 - PROGRESS: at 79.61% examples, 729245 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:28,257 : INFO : EPOCH 19 - PROGRESS: at 79.96% examples, 729251 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:29,260 : INFO : EPOCH 19 - PROGRESS: at 80.32% examples, 729245 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:30,261 : INFO : EPOCH 19 - PROGRESS: at 80.69% examples, 729235 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:31,262 : INFO : EPOCH 19 - PROGRESS: at 81.05% examples, 729270 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:32,265 : INFO : EPOCH 19 - PROGRESS: at 81.39% examples, 729283 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:56:33,269 : INFO : EPOCH 19 - PROGRESS: at 81.73% examples, 729316 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:34,270 : INFO : EPOCH 19 - PROGRESS: at 82.09% examples, 729329 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:35,273 : INFO : EPOCH 19 - PROGRESS: at 82.42% examples, 729317 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:36,280 : INFO : EPOCH 19 - PROGRESS: at 82.77% examples, 729378 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:37,288 : INFO : EPOCH 19 - PROGRESS: at 83.12% examples, 729400 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:38,294 : INFO : EPOCH 19 - PROGRESS: at 83.47% examples, 729393 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:39,297 : INFO : EPOCH 19 - PROGRESS: at 83.81% examples, 729391 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:40,308 : INFO : EPOCH 19 - PROGRESS: at 84.17% examples, 729385 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:41,312 : INFO : EPOCH 19 - PROGRESS: at 84.53% examples, 729384 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:56:42,320 : INFO : EPOCH 19 - PROGRESS: at 84.88% examples, 729356 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:43,326 : INFO : EPOCH 19 - PROGRESS: at 85.24% examples, 729349 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:44,329 : INFO : EPOCH 19 - PROGRESS: at 85.60% examples, 729362 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:45,334 : INFO : EPOCH 19 - PROGRESS: at 85.93% examples, 729337 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:46,338 : INFO : EPOCH 19 - PROGRESS: at 86.28% examples, 729386 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:47,342 : INFO : EPOCH 19 - PROGRESS: at 86.64% examples, 729406 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:48,344 : INFO : EPOCH 19 - PROGRESS: at 86.98% examples, 729445 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:49,344 : INFO : EPOCH 19 - PROGRESS: at 87.35% examples, 729450 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:50,364 : INFO : EPOCH 19 - PROGRESS: at 87.69% examples, 729397 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:51,366 : INFO : EPOCH 19 - PROGRESS: at 88.05% examples, 729425 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:52,374 : INFO : EPOCH 19 - PROGRESS: at 88.39% examples, 729419 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:53,380 : INFO : EPOCH 19 - PROGRESS: at 88.73% examples, 729433 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:54,387 : INFO : EPOCH 19 - PROGRESS: at 89.08% examples, 729459 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:55,393 : INFO : EPOCH 19 - PROGRESS: at 89.43% examples, 729459 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:56,401 : INFO : EPOCH 19 - PROGRESS: at 89.77% examples, 729475 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:57,404 : INFO : EPOCH 19 - PROGRESS: at 90.13% examples, 729447 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:58,405 : INFO : EPOCH 19 - PROGRESS: at 90.46% examples, 729428 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:56:59,409 : INFO : EPOCH 19 - PROGRESS: at 90.84% examples, 729237 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:00,427 : INFO : EPOCH 19 - PROGRESS: at 91.17% examples, 729011 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:57:01,427 : INFO : EPOCH 19 - PROGRESS: at 91.50% examples, 728931 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:02,454 : INFO : EPOCH 19 - PROGRESS: at 91.81% examples, 728416 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:57:03,463 : INFO : EPOCH 19 - PROGRESS: at 92.18% examples, 728289 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:57:04,470 : INFO : EPOCH 19 - PROGRESS: at 92.55% examples, 728242 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:05,473 : INFO : EPOCH 19 - PROGRESS: at 92.89% examples, 728334 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:06,493 : INFO : EPOCH 19 - PROGRESS: at 93.22% examples, 728313 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:07,513 : INFO : EPOCH 19 - PROGRESS: at 93.54% examples, 728388 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:08,515 : INFO : EPOCH 19 - PROGRESS: at 93.89% examples, 728452 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:09,517 : INFO : EPOCH 19 - PROGRESS: at 94.23% examples, 728475 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:10,521 : INFO : EPOCH 19 - PROGRESS: at 94.56% examples, 728479 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:11,526 : INFO : EPOCH 19 - PROGRESS: at 94.94% examples, 728463 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:12,532 : INFO : EPOCH 19 - PROGRESS: at 95.29% examples, 728519 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:13,533 : INFO : EPOCH 19 - PROGRESS: at 95.65% examples, 728476 words/s, in_qsize 6, out_qsize 1
2020-07-24 05:57:14,534 : INFO : EPOCH 19 - PROGRESS: at 96.00% examples, 728505 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:57:15,537 : INFO : EPOCH 19 - PROGRESS: at 96.34% examples, 728524 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:16,541 : INFO : EPOCH 19 - PROGRESS: at 96.70% examples, 728533 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:57:17,544 : INFO : EPOCH 19 - PROGRESS: at 97.06% examples, 728568 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:18,551 : INFO : EPOCH 19 - PROGRESS: at 97.42% examples, 728598 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:19,562 : INFO : EPOCH 19 - PROGRESS: at 97.76% examples, 728596 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:20,569 : INFO : EPOCH 19 - PROGRESS: at 98.09% examples, 728607 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:21,581 : INFO : EPOCH 19 - PROGRESS: at 98.45% examples, 728584 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:22,583 : INFO : EPOCH 19 - PROGRESS: at 98.83% examples, 728599 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:23,597 : INFO : EPOCH 19 - PROGRESS: at 99.19% examples, 728598 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:24,615 : INFO : EPOCH 19 - PROGRESS: at 99.57% examples, 728640 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:25,626 : INFO : EPOCH 19 - PROGRESS: at 99.94% examples, 728607 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:25,735 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 05:57:25,758 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 05:57:25,759 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 05:57:25,764 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 05:57:25,765 : INFO : EPOCH - 19 : training on 266670914 raw words (206944309 effective words) took 284.0s, 728629 effective words/s
2020-07-24 05:57:26,784 : INFO : EPOCH 20 - PROGRESS: at 0.32% examples, 711550 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:27,788 : INFO : EPOCH 20 - PROGRESS: at 0.65% examples, 725524 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:28,792 : INFO : EPOCH 20 - PROGRESS: at 1.00% examples, 728272 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:29,793 : INFO : EPOCH 20 - PROGRESS: at 1.34% examples, 729737 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:30,803 : INFO : EPOCH 20 - PROGRESS: at 1.70% examples, 730216 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:31,803 : INFO : EPOCH 20 - PROGRESS: at 2.05% examples, 730880 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:32,807 : INFO : EPOCH 20 - PROGRESS: at 2.41% examples, 729026 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:33,818 : INFO : EPOCH 20 - PROGRESS: at 2.76% examples, 729481 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:57:34,821 : INFO : EPOCH 20 - PROGRESS: at 3.13% examples, 728538 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:35,840 : INFO : EPOCH 20 - PROGRESS: at 3.49% examples, 728755 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:36,854 : INFO : EPOCH 20 - PROGRESS: at 3.87% examples, 729623 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:57:37,863 : INFO : EPOCH 20 - PROGRESS: at 4.19% examples, 728940 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:38,872 : INFO : EPOCH 20 - PROGRESS: at 4.54% examples, 728622 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:39,875 : INFO : EPOCH 20 - PROGRESS: at 4.90% examples, 727930 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:40,892 : INFO : EPOCH 20 - PROGRESS: at 5.27% examples, 728182 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:41,896 : INFO : EPOCH 20 - PROGRESS: at 5.63% examples, 728744 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:57:42,902 : INFO : EPOCH 20 - PROGRESS: at 5.97% examples, 728982 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:43,906 : INFO : EPOCH 20 - PROGRESS: at 6.33% examples, 728615 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:44,906 : INFO : EPOCH 20 - PROGRESS: at 6.70% examples, 728489 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:57:45,911 : INFO : EPOCH 20 - PROGRESS: at 7.06% examples, 728205 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:46,925 : INFO : EPOCH 20 - PROGRESS: at 7.42% examples, 728025 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:47,932 : INFO : EPOCH 20 - PROGRESS: at 7.81% examples, 728504 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:48,935 : INFO : EPOCH 20 - PROGRESS: at 8.17% examples, 728335 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:49,942 : INFO : EPOCH 20 - PROGRESS: at 8.53% examples, 728772 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:57:50,944 : INFO : EPOCH 20 - PROGRESS: at 8.90% examples, 728641 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:51,945 : INFO : EPOCH 20 - PROGRESS: at 9.26% examples, 728912 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:52,950 : INFO : EPOCH 20 - PROGRESS: at 9.59% examples, 728921 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:53,951 : INFO : EPOCH 20 - PROGRESS: at 9.94% examples, 729058 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:54,960 : INFO : EPOCH 20 - PROGRESS: at 10.31% examples, 729082 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:55,963 : INFO : EPOCH 20 - PROGRESS: at 10.67% examples, 729521 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:56,977 : INFO : EPOCH 20 - PROGRESS: at 11.04% examples, 729368 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:57,979 : INFO : EPOCH 20 - PROGRESS: at 11.38% examples, 729708 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:57:58,989 : INFO : EPOCH 20 - PROGRESS: at 11.74% examples, 729967 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:57:59,994 : INFO : EPOCH 20 - PROGRESS: at 12.11% examples, 730515 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:58:00,997 : INFO : EPOCH 20 - PROGRESS: at 12.46% examples, 730311 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:02,006 : INFO : EPOCH 20 - PROGRESS: at 12.81% examples, 730441 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:03,029 : INFO : EPOCH 20 - PROGRESS: at 13.15% examples, 730243 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:58:04,042 : INFO : EPOCH 20 - PROGRESS: at 13.52% examples, 730457 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:05,053 : INFO : EPOCH 20 - PROGRESS: at 13.89% examples, 730329 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:06,056 : INFO : EPOCH 20 - PROGRESS: at 14.26% examples, 730175 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:07,070 : INFO : EPOCH 20 - PROGRESS: at 14.62% examples, 730057 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:08,076 : INFO : EPOCH 20 - PROGRESS: at 14.99% examples, 730258 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:09,078 : INFO : EPOCH 20 - PROGRESS: at 15.30% examples, 730608 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:10,079 : INFO : EPOCH 20 - PROGRESS: at 15.67% examples, 730821 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:11,080 : INFO : EPOCH 20 - PROGRESS: at 16.03% examples, 730937 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:12,088 : INFO : EPOCH 20 - PROGRESS: at 16.41% examples, 730889 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:13,090 : INFO : EPOCH 20 - PROGRESS: at 16.76% examples, 730742 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:14,101 : INFO : EPOCH 20 - PROGRESS: at 17.11% examples, 730813 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:15,104 : INFO : EPOCH 20 - PROGRESS: at 17.48% examples, 730910 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:16,114 : INFO : EPOCH 20 - PROGRESS: at 17.86% examples, 730921 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:17,135 : INFO : EPOCH 20 - PROGRESS: at 18.22% examples, 730843 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:18,138 : INFO : EPOCH 20 - PROGRESS: at 18.59% examples, 730591 words/s, in_qsize 7, out_qsize 1
2020-07-24 05:58:19,145 : INFO : EPOCH 20 - PROGRESS: at 18.93% examples, 730802 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:20,149 : INFO : EPOCH 20 - PROGRESS: at 19.27% examples, 730943 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:58:21,166 : INFO : EPOCH 20 - PROGRESS: at 19.63% examples, 730643 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:22,181 : INFO : EPOCH 20 - PROGRESS: at 19.99% examples, 730802 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:23,189 : INFO : EPOCH 20 - PROGRESS: at 20.34% examples, 730820 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:24,195 : INFO : EPOCH 20 - PROGRESS: at 20.72% examples, 730745 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:25,197 : INFO : EPOCH 20 - PROGRESS: at 21.09% examples, 730901 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:26,202 : INFO : EPOCH 20 - PROGRESS: at 21.49% examples, 730929 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:27,211 : INFO : EPOCH 20 - PROGRESS: at 21.85% examples, 730844 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:28,217 : INFO : EPOCH 20 - PROGRESS: at 22.19% examples, 730779 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:29,228 : INFO : EPOCH 20 - PROGRESS: at 22.56% examples, 730802 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:30,241 : INFO : EPOCH 20 - PROGRESS: at 22.93% examples, 730809 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:31,265 : INFO : EPOCH 20 - PROGRESS: at 23.31% examples, 730721 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:32,274 : INFO : EPOCH 20 - PROGRESS: at 23.66% examples, 730876 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:33,283 : INFO : EPOCH 20 - PROGRESS: at 24.03% examples, 730684 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:34,289 : INFO : EPOCH 20 - PROGRESS: at 24.39% examples, 730681 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:35,291 : INFO : EPOCH 20 - PROGRESS: at 24.76% examples, 730770 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:36,304 : INFO : EPOCH 20 - PROGRESS: at 25.10% examples, 730676 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:37,323 : INFO : EPOCH 20 - PROGRESS: at 25.45% examples, 730629 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:38,335 : INFO : EPOCH 20 - PROGRESS: at 25.81% examples, 730829 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:58:39,338 : INFO : EPOCH 20 - PROGRESS: at 26.16% examples, 730904 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:40,354 : INFO : EPOCH 20 - PROGRESS: at 26.51% examples, 730975 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:41,375 : INFO : EPOCH 20 - PROGRESS: at 26.89% examples, 730860 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:42,390 : INFO : EPOCH 20 - PROGRESS: at 27.25% examples, 730846 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:58:43,397 : INFO : EPOCH 20 - PROGRESS: at 27.61% examples, 730866 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:44,399 : INFO : EPOCH 20 - PROGRESS: at 27.98% examples, 730891 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:45,413 : INFO : EPOCH 20 - PROGRESS: at 28.35% examples, 730804 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:46,428 : INFO : EPOCH 20 - PROGRESS: at 28.73% examples, 730674 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:47,433 : INFO : EPOCH 20 - PROGRESS: at 29.09% examples, 730828 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:48,442 : INFO : EPOCH 20 - PROGRESS: at 29.46% examples, 730952 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:49,443 : INFO : EPOCH 20 - PROGRESS: at 29.81% examples, 731026 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:58:50,451 : INFO : EPOCH 20 - PROGRESS: at 30.18% examples, 730910 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:58:51,462 : INFO : EPOCH 20 - PROGRESS: at 30.54% examples, 730857 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:58:52,464 : INFO : EPOCH 20 - PROGRESS: at 30.92% examples, 730758 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:53,479 : INFO : EPOCH 20 - PROGRESS: at 31.26% examples, 730091 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:54,495 : INFO : EPOCH 20 - PROGRESS: at 31.56% examples, 729232 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:55,497 : INFO : EPOCH 20 - PROGRESS: at 31.86% examples, 728670 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:56,507 : INFO : EPOCH 20 - PROGRESS: at 32.17% examples, 727953 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:57,510 : INFO : EPOCH 20 - PROGRESS: at 32.50% examples, 727163 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:58,534 : INFO : EPOCH 20 - PROGRESS: at 32.84% examples, 726518 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:58:59,535 : INFO : EPOCH 20 - PROGRESS: at 33.20% examples, 725808 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:00,555 : INFO : EPOCH 20 - PROGRESS: at 33.56% examples, 725070 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:01,560 : INFO : EPOCH 20 - PROGRESS: at 33.88% examples, 724486 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:02,574 : INFO : EPOCH 20 - PROGRESS: at 34.24% examples, 723752 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:03,580 : INFO : EPOCH 20 - PROGRESS: at 34.57% examples, 723160 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:04,584 : INFO : EPOCH 20 - PROGRESS: at 34.91% examples, 722629 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:05,586 : INFO : EPOCH 20 - PROGRESS: at 35.23% examples, 721980 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:06,589 : INFO : EPOCH 20 - PROGRESS: at 35.54% examples, 721414 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:07,596 : INFO : EPOCH 20 - PROGRESS: at 35.87% examples, 720848 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:08,607 : INFO : EPOCH 20 - PROGRESS: at 36.17% examples, 720409 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:09,613 : INFO : EPOCH 20 - PROGRESS: at 36.49% examples, 719863 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:10,620 : INFO : EPOCH 20 - PROGRESS: at 36.82% examples, 719221 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:11,622 : INFO : EPOCH 20 - PROGRESS: at 37.13% examples, 718778 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:12,626 : INFO : EPOCH 20 - PROGRESS: at 37.47% examples, 718270 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:13,638 : INFO : EPOCH 20 - PROGRESS: at 37.77% examples, 717733 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:14,653 : INFO : EPOCH 20 - PROGRESS: at 38.11% examples, 717217 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:15,657 : INFO : EPOCH 20 - PROGRESS: at 38.43% examples, 716757 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:16,669 : INFO : EPOCH 20 - PROGRESS: at 38.75% examples, 716258 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:17,680 : INFO : EPOCH 20 - PROGRESS: at 39.09% examples, 715715 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:18,680 : INFO : EPOCH 20 - PROGRESS: at 39.40% examples, 715331 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:59:19,692 : INFO : EPOCH 20 - PROGRESS: at 39.71% examples, 714719 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:20,706 : INFO : EPOCH 20 - PROGRESS: at 40.03% examples, 714341 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:21,708 : INFO : EPOCH 20 - PROGRESS: at 40.34% examples, 713937 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:22,709 : INFO : EPOCH 20 - PROGRESS: at 40.64% examples, 713575 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:23,713 : INFO : EPOCH 20 - PROGRESS: at 40.97% examples, 713213 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:24,721 : INFO : EPOCH 20 - PROGRESS: at 41.32% examples, 712754 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:25,727 : INFO : EPOCH 20 - PROGRESS: at 41.64% examples, 712401 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:26,730 : INFO : EPOCH 20 - PROGRESS: at 41.97% examples, 712038 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:27,743 : INFO : EPOCH 20 - PROGRESS: at 42.30% examples, 711667 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:28,759 : INFO : EPOCH 20 - PROGRESS: at 42.63% examples, 711241 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:29,768 : INFO : EPOCH 20 - PROGRESS: at 42.94% examples, 710871 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:30,770 : INFO : EPOCH 20 - PROGRESS: at 43.28% examples, 710501 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:31,782 : INFO : EPOCH 20 - PROGRESS: at 43.63% examples, 710080 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:32,789 : INFO : EPOCH 20 - PROGRESS: at 43.95% examples, 709746 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:33,798 : INFO : EPOCH 20 - PROGRESS: at 44.26% examples, 709389 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:34,800 : INFO : EPOCH 20 - PROGRESS: at 44.57% examples, 709074 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:35,810 : INFO : EPOCH 20 - PROGRESS: at 44.88% examples, 708795 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:36,812 : INFO : EPOCH 20 - PROGRESS: at 45.16% examples, 708488 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:59:37,821 : INFO : EPOCH 20 - PROGRESS: at 45.51% examples, 708166 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:38,822 : INFO : EPOCH 20 - PROGRESS: at 45.81% examples, 707718 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:39,838 : INFO : EPOCH 20 - PROGRESS: at 46.13% examples, 707089 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:40,843 : INFO : EPOCH 20 - PROGRESS: at 46.43% examples, 706583 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:41,869 : INFO : EPOCH 20 - PROGRESS: at 46.75% examples, 705625 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:59:42,871 : INFO : EPOCH 20 - PROGRESS: at 47.07% examples, 704973 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:43,873 : INFO : EPOCH 20 - PROGRESS: at 47.45% examples, 705174 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:44,875 : INFO : EPOCH 20 - PROGRESS: at 47.80% examples, 705379 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:45,886 : INFO : EPOCH 20 - PROGRESS: at 48.18% examples, 705474 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:46,890 : INFO : EPOCH 20 - PROGRESS: at 48.56% examples, 705664 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:47,899 : INFO : EPOCH 20 - PROGRESS: at 48.92% examples, 705839 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:48,914 : INFO : EPOCH 20 - PROGRESS: at 49.26% examples, 706005 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:49,914 : INFO : EPOCH 20 - PROGRESS: at 49.65% examples, 706243 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:59:50,926 : INFO : EPOCH 20 - PROGRESS: at 50.02% examples, 706367 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:51,928 : INFO : EPOCH 20 - PROGRESS: at 50.35% examples, 706646 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:52,931 : INFO : EPOCH 20 - PROGRESS: at 50.70% examples, 706769 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:53,948 : INFO : EPOCH 20 - PROGRESS: at 51.07% examples, 706924 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:54,959 : INFO : EPOCH 20 - PROGRESS: at 51.41% examples, 707179 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:55,964 : INFO : EPOCH 20 - PROGRESS: at 51.75% examples, 707348 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:56,974 : INFO : EPOCH 20 - PROGRESS: at 52.13% examples, 707472 words/s, in_qsize 8, out_qsize 0
2020-07-24 05:59:57,979 : INFO : EPOCH 20 - PROGRESS: at 52.46% examples, 707606 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:58,987 : INFO : EPOCH 20 - PROGRESS: at 52.83% examples, 707788 words/s, in_qsize 7, out_qsize 0
2020-07-24 05:59:59,990 : INFO : EPOCH 20 - PROGRESS: at 53.17% examples, 707988 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:00,996 : INFO : EPOCH 20 - PROGRESS: at 53.50% examples, 708190 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:02,014 : INFO : EPOCH 20 - PROGRESS: at 53.86% examples, 708321 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:00:03,025 : INFO : EPOCH 20 - PROGRESS: at 54.22% examples, 708450 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:04,027 : INFO : EPOCH 20 - PROGRESS: at 54.54% examples, 708658 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:05,028 : INFO : EPOCH 20 - PROGRESS: at 54.86% examples, 708775 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:06,049 : INFO : EPOCH 20 - PROGRESS: at 55.23% examples, 708917 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:07,061 : INFO : EPOCH 20 - PROGRESS: at 55.59% examples, 709062 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:08,068 : INFO : EPOCH 20 - PROGRESS: at 55.95% examples, 709191 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:09,068 : INFO : EPOCH 20 - PROGRESS: at 56.29% examples, 709341 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:10,074 : INFO : EPOCH 20 - PROGRESS: at 56.63% examples, 709481 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:11,077 : INFO : EPOCH 20 - PROGRESS: at 57.01% examples, 709553 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:12,099 : INFO : EPOCH 20 - PROGRESS: at 57.36% examples, 709651 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:00:13,099 : INFO : EPOCH 20 - PROGRESS: at 57.73% examples, 709860 words/s, in_qsize 8, out_qsize 1
2020-07-24 06:00:14,100 : INFO : EPOCH 20 - PROGRESS: at 58.08% examples, 710030 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:15,111 : INFO : EPOCH 20 - PROGRESS: at 58.42% examples, 710149 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:16,112 : INFO : EPOCH 20 - PROGRESS: at 58.79% examples, 710401 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:17,123 : INFO : EPOCH 20 - PROGRESS: at 59.14% examples, 710518 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:00:18,134 : INFO : EPOCH 20 - PROGRESS: at 59.49% examples, 710646 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:00:19,136 : INFO : EPOCH 20 - PROGRESS: at 59.85% examples, 710854 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:20,158 : INFO : EPOCH 20 - PROGRESS: at 60.21% examples, 710895 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:21,175 : INFO : EPOCH 20 - PROGRESS: at 60.55% examples, 711015 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:22,178 : INFO : EPOCH 20 - PROGRESS: at 60.91% examples, 711120 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:23,193 : INFO : EPOCH 20 - PROGRESS: at 61.22% examples, 711204 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:24,206 : INFO : EPOCH 20 - PROGRESS: at 61.57% examples, 711186 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:25,235 : INFO : EPOCH 20 - PROGRESS: at 61.96% examples, 711312 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:26,235 : INFO : EPOCH 20 - PROGRESS: at 62.32% examples, 711374 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:27,244 : INFO : EPOCH 20 - PROGRESS: at 62.69% examples, 711562 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:28,244 : INFO : EPOCH 20 - PROGRESS: at 63.07% examples, 711661 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:29,249 : INFO : EPOCH 20 - PROGRESS: at 63.45% examples, 711809 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:30,251 : INFO : EPOCH 20 - PROGRESS: at 63.82% examples, 711864 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:31,267 : INFO : EPOCH 20 - PROGRESS: at 64.19% examples, 711961 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:32,287 : INFO : EPOCH 20 - PROGRESS: at 64.52% examples, 712019 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:33,289 : INFO : EPOCH 20 - PROGRESS: at 64.85% examples, 712190 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:34,292 : INFO : EPOCH 20 - PROGRESS: at 65.21% examples, 712311 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:35,301 : INFO : EPOCH 20 - PROGRESS: at 65.54% examples, 712423 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:36,305 : INFO : EPOCH 20 - PROGRESS: at 65.90% examples, 712535 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:00:37,307 : INFO : EPOCH 20 - PROGRESS: at 66.26% examples, 712650 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:38,323 : INFO : EPOCH 20 - PROGRESS: at 66.62% examples, 712696 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:39,329 : INFO : EPOCH 20 - PROGRESS: at 66.98% examples, 712773 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:40,338 : INFO : EPOCH 20 - PROGRESS: at 67.32% examples, 712895 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:41,340 : INFO : EPOCH 20 - PROGRESS: at 67.69% examples, 713035 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:42,348 : INFO : EPOCH 20 - PROGRESS: at 68.04% examples, 713111 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:43,351 : INFO : EPOCH 20 - PROGRESS: at 68.38% examples, 713204 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:44,358 : INFO : EPOCH 20 - PROGRESS: at 68.74% examples, 713288 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:45,374 : INFO : EPOCH 20 - PROGRESS: at 69.10% examples, 713322 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:46,375 : INFO : EPOCH 20 - PROGRESS: at 69.44% examples, 713459 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:47,385 : INFO : EPOCH 20 - PROGRESS: at 69.78% examples, 713480 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:48,402 : INFO : EPOCH 20 - PROGRESS: at 70.14% examples, 713614 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:49,414 : INFO : EPOCH 20 - PROGRESS: at 70.45% examples, 713717 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:50,420 : INFO : EPOCH 20 - PROGRESS: at 70.85% examples, 713767 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:51,420 : INFO : EPOCH 20 - PROGRESS: at 71.22% examples, 713838 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:52,429 : INFO : EPOCH 20 - PROGRESS: at 71.58% examples, 713760 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:53,441 : INFO : EPOCH 20 - PROGRESS: at 71.86% examples, 713543 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:54,443 : INFO : EPOCH 20 - PROGRESS: at 72.18% examples, 713298 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:55,446 : INFO : EPOCH 20 - PROGRESS: at 72.51% examples, 713031 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:56,455 : INFO : EPOCH 20 - PROGRESS: at 72.82% examples, 712755 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:57,459 : INFO : EPOCH 20 - PROGRESS: at 73.15% examples, 712552 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:00:58,462 : INFO : EPOCH 20 - PROGRESS: at 73.48% examples, 712326 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:00:59,462 : INFO : EPOCH 20 - PROGRESS: at 73.79% examples, 712090 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:00,471 : INFO : EPOCH 20 - PROGRESS: at 74.11% examples, 711852 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:01,471 : INFO : EPOCH 20 - PROGRESS: at 74.44% examples, 711618 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:02,481 : INFO : EPOCH 20 - PROGRESS: at 74.74% examples, 711393 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:03,485 : INFO : EPOCH 20 - PROGRESS: at 75.05% examples, 711174 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:04,495 : INFO : EPOCH 20 - PROGRESS: at 75.36% examples, 711014 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:05,507 : INFO : EPOCH 20 - PROGRESS: at 75.68% examples, 710826 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:06,517 : INFO : EPOCH 20 - PROGRESS: at 75.99% examples, 710634 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:07,530 : INFO : EPOCH 20 - PROGRESS: at 76.29% examples, 710436 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:08,552 : INFO : EPOCH 20 - PROGRESS: at 76.61% examples, 710210 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:09,558 : INFO : EPOCH 20 - PROGRESS: at 76.93% examples, 710043 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:01:10,560 : INFO : EPOCH 20 - PROGRESS: at 77.27% examples, 709832 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:11,561 : INFO : EPOCH 20 - PROGRESS: at 77.59% examples, 709581 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:12,565 : INFO : EPOCH 20 - PROGRESS: at 77.90% examples, 709337 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:13,567 : INFO : EPOCH 20 - PROGRESS: at 78.24% examples, 709135 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:14,574 : INFO : EPOCH 20 - PROGRESS: at 78.54% examples, 708976 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:15,575 : INFO : EPOCH 20 - PROGRESS: at 78.86% examples, 708802 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:16,591 : INFO : EPOCH 20 - PROGRESS: at 79.19% examples, 708596 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:17,595 : INFO : EPOCH 20 - PROGRESS: at 79.50% examples, 708393 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:18,605 : INFO : EPOCH 20 - PROGRESS: at 79.84% examples, 708243 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:19,606 : INFO : EPOCH 20 - PROGRESS: at 80.16% examples, 708038 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:20,609 : INFO : EPOCH 20 - PROGRESS: at 80.50% examples, 707834 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:21,619 : INFO : EPOCH 20 - PROGRESS: at 80.82% examples, 707694 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:22,622 : INFO : EPOCH 20 - PROGRESS: at 81.14% examples, 707498 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:23,627 : INFO : EPOCH 20 - PROGRESS: at 81.44% examples, 707319 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:24,632 : INFO : EPOCH 20 - PROGRESS: at 81.77% examples, 707159 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:25,633 : INFO : EPOCH 20 - PROGRESS: at 82.09% examples, 706976 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:26,639 : INFO : EPOCH 20 - PROGRESS: at 82.39% examples, 706790 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:27,653 : INFO : EPOCH 20 - PROGRESS: at 82.70% examples, 706630 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:01:28,659 : INFO : EPOCH 20 - PROGRESS: at 83.02% examples, 706499 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:29,664 : INFO : EPOCH 20 - PROGRESS: at 83.34% examples, 706331 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:30,664 : INFO : EPOCH 20 - PROGRESS: at 83.66% examples, 706144 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:31,668 : INFO : EPOCH 20 - PROGRESS: at 83.99% examples, 705997 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:32,670 : INFO : EPOCH 20 - PROGRESS: at 84.30% examples, 705773 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:33,688 : INFO : EPOCH 20 - PROGRESS: at 84.62% examples, 705601 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:34,690 : INFO : EPOCH 20 - PROGRESS: at 84.96% examples, 705418 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:35,705 : INFO : EPOCH 20 - PROGRESS: at 85.28% examples, 705249 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:01:36,708 : INFO : EPOCH 20 - PROGRESS: at 85.61% examples, 705124 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:37,711 : INFO : EPOCH 20 - PROGRESS: at 85.91% examples, 704950 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:38,715 : INFO : EPOCH 20 - PROGRESS: at 86.22% examples, 704798 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:39,721 : INFO : EPOCH 20 - PROGRESS: at 86.56% examples, 704652 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:40,722 : INFO : EPOCH 20 - PROGRESS: at 86.88% examples, 704552 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:41,732 : INFO : EPOCH 20 - PROGRESS: at 87.21% examples, 704365 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:42,738 : INFO : EPOCH 20 - PROGRESS: at 87.52% examples, 704201 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:01:43,755 : INFO : EPOCH 20 - PROGRESS: at 87.84% examples, 704019 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:44,769 : INFO : EPOCH 20 - PROGRESS: at 88.15% examples, 703864 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:01:45,770 : INFO : EPOCH 20 - PROGRESS: at 88.47% examples, 703729 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:46,792 : INFO : EPOCH 20 - PROGRESS: at 88.77% examples, 703581 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:47,804 : INFO : EPOCH 20 - PROGRESS: at 89.10% examples, 703468 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:48,811 : INFO : EPOCH 20 - PROGRESS: at 89.42% examples, 703321 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:49,813 : INFO : EPOCH 20 - PROGRESS: at 89.73% examples, 703206 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:01:50,823 : INFO : EPOCH 20 - PROGRESS: at 90.07% examples, 703077 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:51,828 : INFO : EPOCH 20 - PROGRESS: at 90.39% examples, 702938 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:52,832 : INFO : EPOCH 20 - PROGRESS: at 90.74% examples, 702781 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:53,837 : INFO : EPOCH 20 - PROGRESS: at 91.06% examples, 702631 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:54,844 : INFO : EPOCH 20 - PROGRESS: at 91.39% examples, 702452 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:55,846 : INFO : EPOCH 20 - PROGRESS: at 91.70% examples, 702346 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:56,850 : INFO : EPOCH 20 - PROGRESS: at 92.05% examples, 702213 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:01:57,860 : INFO : EPOCH 20 - PROGRESS: at 92.39% examples, 702054 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:58,863 : INFO : EPOCH 20 - PROGRESS: at 92.71% examples, 701884 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:01:59,864 : INFO : EPOCH 20 - PROGRESS: at 93.01% examples, 701789 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:00,865 : INFO : EPOCH 20 - PROGRESS: at 93.30% examples, 701664 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:02:01,867 : INFO : EPOCH 20 - PROGRESS: at 93.60% examples, 701570 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:02:02,878 : INFO : EPOCH 20 - PROGRESS: at 93.92% examples, 701436 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:03,885 : INFO : EPOCH 20 - PROGRESS: at 94.23% examples, 701287 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:04,904 : INFO : EPOCH 20 - PROGRESS: at 94.53% examples, 701175 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:05,923 : INFO : EPOCH 20 - PROGRESS: at 94.88% examples, 701037 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:06,932 : INFO : EPOCH 20 - PROGRESS: at 95.19% examples, 700928 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:07,936 : INFO : EPOCH 20 - PROGRESS: at 95.53% examples, 700797 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:08,939 : INFO : EPOCH 20 - PROGRESS: at 95.86% examples, 700666 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:09,944 : INFO : EPOCH 20 - PROGRESS: at 96.16% examples, 700556 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:10,958 : INFO : EPOCH 20 - PROGRESS: at 96.49% examples, 700446 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:11,967 : INFO : EPOCH 20 - PROGRESS: at 96.82% examples, 700296 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:12,986 : INFO : EPOCH 20 - PROGRESS: at 97.15% examples, 700206 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:14,001 : INFO : EPOCH 20 - PROGRESS: at 97.48% examples, 700093 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:02:15,016 : INFO : EPOCH 20 - PROGRESS: at 97.78% examples, 699937 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:02:16,017 : INFO : EPOCH 20 - PROGRESS: at 98.09% examples, 699859 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:17,023 : INFO : EPOCH 20 - PROGRESS: at 98.42% examples, 699746 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:18,032 : INFO : EPOCH 20 - PROGRESS: at 98.76% examples, 699619 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:02:19,037 : INFO : EPOCH 20 - PROGRESS: at 99.08% examples, 699412 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:20,039 : INFO : EPOCH 20 - PROGRESS: at 99.39% examples, 699190 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:21,047 : INFO : EPOCH 20 - PROGRESS: at 99.71% examples, 698985 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:02:21,968 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 06:02:21,973 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 06:02:21,984 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 06:02:21,987 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 06:02:21,988 : INFO : EPOCH - 20 : training on 266670914 raw words (206933567 effective words) took 296.2s, 698581 effective words/s
2020-07-24 06:02:21,988 : INFO : training on a 5333418280 raw words (4138701425 effective words) took 5846.0s, 707958 effective words/s
2020-07-24 06:02:21,989 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[6]-1595570541.989221].model, separately None
2020-07-24 06:02:21,989 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[6]-1595570541.989221].model.trainables.syn1neg.npy
2020-07-24 06:02:22,407 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[6]-1595570541.989221].model.wv.vectors.npy
2020-07-24 06:02:22,811 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[6]-1595570541.989221].model.docvecs.vectors_docs.npy
2020-07-24 06:02:24,127 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[6]-1595570541.989221].model
2020-07-24 06:02:24,128 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[6]-1595570541.989221].model
2020-07-24 06:24:27,648 : INFO : collecting all words and their counts
2020-07-24 06:24:27,764 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-24 06:24:29,178 : INFO : PROGRESS: at example #10000, processed 6435050 words (4552930/s), 33162 word types, 454451 tags
2020-07-24 06:24:30,607 : INFO : PROGRESS: at example #20000, processed 12932576 words (4550511/s), 35139 word types, 454451 tags
2020-07-24 06:24:32,079 : INFO : PROGRESS: at example #30000, processed 19618113 words (4546757/s), 37023 word types, 454451 tags
2020-07-24 06:24:33,546 : INFO : PROGRESS: at example #40000, processed 26250247 words (4523690/s), 38887 word types, 454451 tags
2020-07-24 06:24:34,971 : INFO : PROGRESS: at example #50000, processed 32645565 words (4490491/s), 40666 word types, 454451 tags
2020-07-24 06:24:36,460 : INFO : PROGRESS: at example #60000, processed 39282583 words (4460639/s), 41815 word types, 454451 tags
2020-07-24 06:24:37,926 : INFO : PROGRESS: at example #70000, processed 45796408 words (4445317/s), 43481 word types, 454451 tags
2020-07-24 06:24:39,400 : INFO : PROGRESS: at example #80000, processed 52380112 words (4469222/s), 45059 word types, 454451 tags
2020-07-24 06:24:40,917 : INFO : PROGRESS: at example #90000, processed 59141275 words (4460688/s), 46543 word types, 454451 tags
2020-07-24 06:24:42,460 : INFO : PROGRESS: at example #100000, processed 66022655 words (4463156/s), 48197 word types, 454451 tags
2020-07-24 06:24:43,982 : INFO : PROGRESS: at example #110000, processed 72779721 words (4443404/s), 49774 word types, 454451 tags
2020-07-24 06:24:45,467 : INFO : PROGRESS: at example #120000, processed 79375094 words (4444148/s), 50770 word types, 454451 tags
2020-07-24 06:24:46,985 : INFO : PROGRESS: at example #130000, processed 86110282 words (4437751/s), 51751 word types, 454451 tags
2020-07-24 06:24:48,538 : INFO : PROGRESS: at example #140000, processed 92997023 words (4439687/s), 53453 word types, 454451 tags
2020-07-24 06:24:50,048 : INFO : PROGRESS: at example #150000, processed 99681335 words (4427335/s), 55007 word types, 454451 tags
2020-07-24 06:24:51,568 : INFO : PROGRESS: at example #160000, processed 106419261 words (4438386/s), 55912 word types, 454451 tags
2020-07-24 06:24:53,092 : INFO : PROGRESS: at example #170000, processed 113163249 words (4427731/s), 57240 word types, 454451 tags
2020-07-24 06:24:54,580 : INFO : PROGRESS: at example #180000, processed 119712478 words (4402551/s), 58950 word types, 454451 tags
2020-07-24 06:24:56,081 : INFO : PROGRESS: at example #190000, processed 126321377 words (4407583/s), 60434 word types, 454451 tags
2020-07-24 06:24:57,571 : INFO : PROGRESS: at example #200000, processed 132881586 words (4404369/s), 61799 word types, 454451 tags
2020-07-24 06:24:59,031 : INFO : PROGRESS: at example #210000, processed 139286177 words (4389321/s), 64691 word types, 454451 tags
2020-07-24 06:25:00,544 : INFO : PROGRESS: at example #220000, processed 145933965 words (4398539/s), 66168 word types, 454451 tags
2020-07-24 06:25:02,016 : INFO : PROGRESS: at example #230000, processed 152380710 words (4380018/s), 67551 word types, 454451 tags
2020-07-24 06:25:03,552 : INFO : PROGRESS: at example #240000, processed 159155456 words (4415749/s), 70692 word types, 454451 tags
2020-07-24 06:25:05,032 : INFO : PROGRESS: at example #250000, processed 165653930 words (4392388/s), 72371 word types, 454451 tags
2020-07-24 06:25:06,554 : INFO : PROGRESS: at example #260000, processed 172358944 words (4409527/s), 73970 word types, 454451 tags
2020-07-24 06:25:08,069 : INFO : PROGRESS: at example #270000, processed 179049832 words (4418258/s), 76237 word types, 454451 tags
2020-07-24 06:25:09,549 : INFO : PROGRESS: at example #280000, processed 185587068 words (4419653/s), 77570 word types, 454451 tags
2020-07-24 06:25:11,083 : INFO : PROGRESS: at example #290000, processed 192368159 words (4423644/s), 79310 word types, 454451 tags
2020-07-24 06:25:12,631 : INFO : PROGRESS: at example #300000, processed 199174341 words (4400619/s), 80596 word types, 454451 tags
2020-07-24 06:25:14,162 : INFO : PROGRESS: at example #310000, processed 205924564 words (4409918/s), 82272 word types, 454451 tags
2020-07-24 06:25:15,683 : INFO : PROGRESS: at example #320000, processed 212625271 words (4410076/s), 83474 word types, 454451 tags
2020-07-24 06:25:17,183 : INFO : PROGRESS: at example #330000, processed 219228388 words (4405850/s), 84647 word types, 454451 tags
2020-07-24 06:25:18,659 : INFO : PROGRESS: at example #340000, processed 225716271 words (4398314/s), 85893 word types, 454451 tags
2020-07-24 06:25:20,134 : INFO : PROGRESS: at example #350000, processed 232188718 words (4388454/s), 86944 word types, 454451 tags
2020-07-24 06:25:21,613 : INFO : PROGRESS: at example #360000, processed 238707691 words (4411806/s), 88455 word types, 454451 tags
2020-07-24 06:25:23,142 : INFO : PROGRESS: at example #370000, processed 245412302 words (4389084/s), 89506 word types, 454451 tags
2020-07-24 06:25:24,645 : INFO : PROGRESS: at example #380000, processed 252039491 words (4410540/s), 90813 word types, 454451 tags
2020-07-24 06:25:26,123 : INFO : PROGRESS: at example #390000, processed 258531400 words (4397166/s), 92322 word types, 454451 tags
2020-07-24 06:25:27,614 : INFO : collected 94135 word types and 454451 unique tags from a corpus of 400000 examples and 265101461 words
2020-07-24 06:25:27,615 : INFO : Updating model with new vocabulary
2020-07-24 06:25:27,772 : INFO : New added 94135 unique words (50% of original 188270) and increased the count of 94135 pre-existing words (50% of original 188270)
2020-07-24 06:25:28,363 : INFO : deleting the raw counts dictionary of 94135 items
2020-07-24 06:25:28,367 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-24 06:25:28,369 : INFO : downsampling leaves estimated 419248530 word corpus (158.1% of prior 265101461)
2020-07-24 06:25:29,120 : INFO : estimated required memory for 188270 words and 500 dimensions: 1756117000 bytes
2020-07-24 06:25:29,121 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-24 06:25:37,971 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-24 06:25:37,972 : INFO : training model with 4 workers on 440330 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-24 06:25:38,991 : INFO : EPOCH 1 - PROGRESS: at 0.34% examples, 689245 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:39,992 : INFO : EPOCH 1 - PROGRESS: at 0.71% examples, 706431 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:41,005 : INFO : EPOCH 1 - PROGRESS: at 1.08% examples, 713085 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:42,015 : INFO : EPOCH 1 - PROGRESS: at 1.44% examples, 715674 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:43,022 : INFO : EPOCH 1 - PROGRESS: at 1.82% examples, 719123 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:25:44,024 : INFO : EPOCH 1 - PROGRESS: at 2.17% examples, 719938 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:45,025 : INFO : EPOCH 1 - PROGRESS: at 2.51% examples, 723574 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:46,042 : INFO : EPOCH 1 - PROGRESS: at 2.87% examples, 722728 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:25:47,056 : INFO : EPOCH 1 - PROGRESS: at 3.24% examples, 724513 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:48,060 : INFO : EPOCH 1 - PROGRESS: at 3.60% examples, 724399 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:49,061 : INFO : EPOCH 1 - PROGRESS: at 3.95% examples, 725135 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:50,072 : INFO : EPOCH 1 - PROGRESS: at 4.33% examples, 725554 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:51,084 : INFO : EPOCH 1 - PROGRESS: at 4.69% examples, 725913 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:52,088 : INFO : EPOCH 1 - PROGRESS: at 5.05% examples, 726318 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:25:53,091 : INFO : EPOCH 1 - PROGRESS: at 5.40% examples, 727158 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:54,096 : INFO : EPOCH 1 - PROGRESS: at 5.77% examples, 727429 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:55,098 : INFO : EPOCH 1 - PROGRESS: at 6.13% examples, 727603 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:56,106 : INFO : EPOCH 1 - PROGRESS: at 6.49% examples, 727943 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:25:57,108 : INFO : EPOCH 1 - PROGRESS: at 6.85% examples, 727879 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:58,113 : INFO : EPOCH 1 - PROGRESS: at 7.19% examples, 728463 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:25:59,115 : INFO : EPOCH 1 - PROGRESS: at 7.54% examples, 728178 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:26:00,118 : INFO : EPOCH 1 - PROGRESS: at 7.89% examples, 728268 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:26:01,121 : INFO : EPOCH 1 - PROGRESS: at 8.25% examples, 728562 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:02,127 : INFO : EPOCH 1 - PROGRESS: at 8.61% examples, 728510 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:03,139 : INFO : EPOCH 1 - PROGRESS: at 8.94% examples, 728446 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:04,144 : INFO : EPOCH 1 - PROGRESS: at 9.30% examples, 728418 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:05,146 : INFO : EPOCH 1 - PROGRESS: at 9.66% examples, 728580 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:06,153 : INFO : EPOCH 1 - PROGRESS: at 10.02% examples, 728452 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:07,161 : INFO : EPOCH 1 - PROGRESS: at 10.40% examples, 728623 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:08,178 : INFO : EPOCH 1 - PROGRESS: at 10.76% examples, 728617 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:09,179 : INFO : EPOCH 1 - PROGRESS: at 11.11% examples, 728828 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:10,188 : INFO : EPOCH 1 - PROGRESS: at 11.51% examples, 728504 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:11,194 : INFO : EPOCH 1 - PROGRESS: at 11.89% examples, 728722 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:12,215 : INFO : EPOCH 1 - PROGRESS: at 12.24% examples, 728535 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:13,215 : INFO : EPOCH 1 - PROGRESS: at 12.62% examples, 728670 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:14,222 : INFO : EPOCH 1 - PROGRESS: at 12.96% examples, 728909 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:15,230 : INFO : EPOCH 1 - PROGRESS: at 13.32% examples, 728956 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:26:16,248 : INFO : EPOCH 1 - PROGRESS: at 13.67% examples, 728878 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:17,251 : INFO : EPOCH 1 - PROGRESS: at 14.03% examples, 729224 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:18,257 : INFO : EPOCH 1 - PROGRESS: at 14.38% examples, 729500 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:19,263 : INFO : EPOCH 1 - PROGRESS: at 14.74% examples, 728610 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:20,268 : INFO : EPOCH 1 - PROGRESS: at 15.09% examples, 727749 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:21,274 : INFO : EPOCH 1 - PROGRESS: at 15.43% examples, 727334 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:26:22,275 : INFO : EPOCH 1 - PROGRESS: at 15.77% examples, 724723 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:23,280 : INFO : EPOCH 1 - PROGRESS: at 16.07% examples, 723404 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:24,304 : INFO : EPOCH 1 - PROGRESS: at 16.43% examples, 723278 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:25,308 : INFO : EPOCH 1 - PROGRESS: at 16.77% examples, 723495 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:26,312 : INFO : EPOCH 1 - PROGRESS: at 17.12% examples, 723880 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:27,317 : INFO : EPOCH 1 - PROGRESS: at 17.50% examples, 723761 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:28,319 : INFO : EPOCH 1 - PROGRESS: at 17.86% examples, 723910 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:29,322 : INFO : EPOCH 1 - PROGRESS: at 18.20% examples, 724213 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:30,327 : INFO : EPOCH 1 - PROGRESS: at 18.57% examples, 724445 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:31,334 : INFO : EPOCH 1 - PROGRESS: at 18.92% examples, 724433 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:32,343 : INFO : EPOCH 1 - PROGRESS: at 19.29% examples, 724614 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:33,348 : INFO : EPOCH 1 - PROGRESS: at 19.67% examples, 724753 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:34,359 : INFO : EPOCH 1 - PROGRESS: at 20.01% examples, 724805 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:35,364 : INFO : EPOCH 1 - PROGRESS: at 20.35% examples, 725060 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:36,365 : INFO : EPOCH 1 - PROGRESS: at 20.71% examples, 724841 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:37,369 : INFO : EPOCH 1 - PROGRESS: at 21.04% examples, 725125 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:38,375 : INFO : EPOCH 1 - PROGRESS: at 21.40% examples, 725164 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:39,375 : INFO : EPOCH 1 - PROGRESS: at 21.72% examples, 725276 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:40,381 : INFO : EPOCH 1 - PROGRESS: at 22.10% examples, 725282 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:26:41,383 : INFO : EPOCH 1 - PROGRESS: at 22.45% examples, 725475 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:42,403 : INFO : EPOCH 1 - PROGRESS: at 22.81% examples, 725614 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:43,416 : INFO : EPOCH 1 - PROGRESS: at 23.16% examples, 725840 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:26:44,417 : INFO : EPOCH 1 - PROGRESS: at 23.51% examples, 726101 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:45,422 : INFO : EPOCH 1 - PROGRESS: at 23.85% examples, 726154 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:46,427 : INFO : EPOCH 1 - PROGRESS: at 24.20% examples, 726265 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:47,436 : INFO : EPOCH 1 - PROGRESS: at 24.55% examples, 726291 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:48,438 : INFO : EPOCH 1 - PROGRESS: at 24.88% examples, 726455 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:49,439 : INFO : EPOCH 1 - PROGRESS: at 25.23% examples, 726633 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:50,444 : INFO : EPOCH 1 - PROGRESS: at 25.57% examples, 726681 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:51,444 : INFO : EPOCH 1 - PROGRESS: at 25.92% examples, 726774 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:52,445 : INFO : EPOCH 1 - PROGRESS: at 26.27% examples, 726748 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:53,447 : INFO : EPOCH 1 - PROGRESS: at 26.62% examples, 726774 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:54,449 : INFO : EPOCH 1 - PROGRESS: at 26.98% examples, 726692 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:55,450 : INFO : EPOCH 1 - PROGRESS: at 27.35% examples, 726643 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:26:56,463 : INFO : EPOCH 1 - PROGRESS: at 27.70% examples, 726888 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:57,466 : INFO : EPOCH 1 - PROGRESS: at 28.05% examples, 727062 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:58,468 : INFO : EPOCH 1 - PROGRESS: at 28.40% examples, 727215 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:26:59,478 : INFO : EPOCH 1 - PROGRESS: at 28.77% examples, 727209 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:00,503 : INFO : EPOCH 1 - PROGRESS: at 29.12% examples, 727219 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:01,506 : INFO : EPOCH 1 - PROGRESS: at 29.49% examples, 727338 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:02,510 : INFO : EPOCH 1 - PROGRESS: at 29.85% examples, 727246 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:03,524 : INFO : EPOCH 1 - PROGRESS: at 30.21% examples, 727161 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:04,553 : INFO : EPOCH 1 - PROGRESS: at 30.53% examples, 726539 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:05,558 : INFO : EPOCH 1 - PROGRESS: at 30.84% examples, 725905 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:06,567 : INFO : EPOCH 1 - PROGRESS: at 31.19% examples, 725095 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:07,574 : INFO : EPOCH 1 - PROGRESS: at 31.50% examples, 724340 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:08,585 : INFO : EPOCH 1 - PROGRESS: at 31.82% examples, 723756 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:09,590 : INFO : EPOCH 1 - PROGRESS: at 32.15% examples, 722980 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:10,593 : INFO : EPOCH 1 - PROGRESS: at 32.47% examples, 722348 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:27:11,601 : INFO : EPOCH 1 - PROGRESS: at 32.78% examples, 721748 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:12,616 : INFO : EPOCH 1 - PROGRESS: at 33.11% examples, 721034 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:13,620 : INFO : EPOCH 1 - PROGRESS: at 33.42% examples, 720415 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:14,626 : INFO : EPOCH 1 - PROGRESS: at 33.74% examples, 719808 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:15,627 : INFO : EPOCH 1 - PROGRESS: at 34.05% examples, 719257 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:16,632 : INFO : EPOCH 1 - PROGRESS: at 34.37% examples, 718693 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:17,632 : INFO : EPOCH 1 - PROGRESS: at 34.68% examples, 718223 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:18,646 : INFO : EPOCH 1 - PROGRESS: at 35.00% examples, 717544 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:19,650 : INFO : EPOCH 1 - PROGRESS: at 35.31% examples, 717087 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:20,653 : INFO : EPOCH 1 - PROGRESS: at 35.66% examples, 716531 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:21,654 : INFO : EPOCH 1 - PROGRESS: at 36.00% examples, 716097 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:22,678 : INFO : EPOCH 1 - PROGRESS: at 36.29% examples, 715462 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:23,685 : INFO : EPOCH 1 - PROGRESS: at 36.61% examples, 715119 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:24,693 : INFO : EPOCH 1 - PROGRESS: at 36.93% examples, 714623 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:25,701 : INFO : EPOCH 1 - PROGRESS: at 37.25% examples, 714203 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:26,703 : INFO : EPOCH 1 - PROGRESS: at 37.58% examples, 713712 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:27,713 : INFO : EPOCH 1 - PROGRESS: at 37.89% examples, 713316 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:28,714 : INFO : EPOCH 1 - PROGRESS: at 38.23% examples, 712759 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:29,743 : INFO : EPOCH 1 - PROGRESS: at 38.56% examples, 712180 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:30,743 : INFO : EPOCH 1 - PROGRESS: at 38.87% examples, 711750 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:31,750 : INFO : EPOCH 1 - PROGRESS: at 39.20% examples, 711345 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:27:32,756 : INFO : EPOCH 1 - PROGRESS: at 39.51% examples, 710936 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:33,771 : INFO : EPOCH 1 - PROGRESS: at 39.83% examples, 710422 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:27:34,773 : INFO : EPOCH 1 - PROGRESS: at 40.14% examples, 710149 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:35,790 : INFO : EPOCH 1 - PROGRESS: at 40.47% examples, 709610 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:36,814 : INFO : EPOCH 1 - PROGRESS: at 40.79% examples, 709203 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:37,819 : INFO : EPOCH 1 - PROGRESS: at 41.12% examples, 708897 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:38,824 : INFO : EPOCH 1 - PROGRESS: at 41.45% examples, 708523 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:39,840 : INFO : EPOCH 1 - PROGRESS: at 41.75% examples, 708128 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:40,842 : INFO : EPOCH 1 - PROGRESS: at 42.08% examples, 707748 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:41,860 : INFO : EPOCH 1 - PROGRESS: at 42.39% examples, 707450 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:42,862 : INFO : EPOCH 1 - PROGRESS: at 42.72% examples, 707026 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:43,874 : INFO : EPOCH 1 - PROGRESS: at 43.03% examples, 706699 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:44,879 : INFO : EPOCH 1 - PROGRESS: at 43.37% examples, 706315 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:45,880 : INFO : EPOCH 1 - PROGRESS: at 43.68% examples, 705941 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:46,892 : INFO : EPOCH 1 - PROGRESS: at 44.01% examples, 705534 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:47,899 : INFO : EPOCH 1 - PROGRESS: at 44.35% examples, 705186 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:48,909 : INFO : EPOCH 1 - PROGRESS: at 44.68% examples, 704851 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:49,924 : INFO : EPOCH 1 - PROGRESS: at 45.00% examples, 704439 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:27:50,930 : INFO : EPOCH 1 - PROGRESS: at 45.35% examples, 704082 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:51,937 : INFO : EPOCH 1 - PROGRESS: at 45.67% examples, 703772 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:27:52,945 : INFO : EPOCH 1 - PROGRESS: at 46.00% examples, 703464 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:53,953 : INFO : EPOCH 1 - PROGRESS: at 46.32% examples, 703180 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:54,957 : INFO : EPOCH 1 - PROGRESS: at 46.64% examples, 702918 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:55,962 : INFO : EPOCH 1 - PROGRESS: at 46.96% examples, 702620 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:56,969 : INFO : EPOCH 1 - PROGRESS: at 47.28% examples, 702272 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:57,970 : INFO : EPOCH 1 - PROGRESS: at 47.62% examples, 701944 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:27:58,971 : INFO : EPOCH 1 - PROGRESS: at 47.94% examples, 701716 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:27:59,971 : INFO : EPOCH 1 - PROGRESS: at 48.25% examples, 701480 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:00,977 : INFO : EPOCH 1 - PROGRESS: at 48.57% examples, 701254 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:01,979 : INFO : EPOCH 1 - PROGRESS: at 48.87% examples, 701006 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:28:02,991 : INFO : EPOCH 1 - PROGRESS: at 49.20% examples, 700722 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:03,995 : INFO : EPOCH 1 - PROGRESS: at 49.54% examples, 700476 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:04,995 : INFO : EPOCH 1 - PROGRESS: at 49.87% examples, 700249 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:06,000 : INFO : EPOCH 1 - PROGRESS: at 50.21% examples, 699981 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:07,005 : INFO : EPOCH 1 - PROGRESS: at 50.54% examples, 699708 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:08,006 : INFO : EPOCH 1 - PROGRESS: at 50.88% examples, 699415 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:28:09,009 : INFO : EPOCH 1 - PROGRESS: at 51.23% examples, 699161 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:10,010 : INFO : EPOCH 1 - PROGRESS: at 51.55% examples, 698897 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:28:11,015 : INFO : EPOCH 1 - PROGRESS: at 51.87% examples, 698607 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:12,037 : INFO : EPOCH 1 - PROGRESS: at 52.19% examples, 698388 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:13,038 : INFO : EPOCH 1 - PROGRESS: at 52.53% examples, 698205 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:14,040 : INFO : EPOCH 1 - PROGRESS: at 52.86% examples, 697931 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:15,041 : INFO : EPOCH 1 - PROGRESS: at 53.19% examples, 697656 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:16,043 : INFO : EPOCH 1 - PROGRESS: at 53.50% examples, 697399 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:17,044 : INFO : EPOCH 1 - PROGRESS: at 53.81% examples, 697224 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:18,048 : INFO : EPOCH 1 - PROGRESS: at 54.11% examples, 697040 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:19,065 : INFO : EPOCH 1 - PROGRESS: at 54.46% examples, 696789 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:20,066 : INFO : EPOCH 1 - PROGRESS: at 54.77% examples, 696545 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:28:21,069 : INFO : EPOCH 1 - PROGRESS: at 55.10% examples, 696311 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:22,074 : INFO : EPOCH 1 - PROGRESS: at 55.45% examples, 696106 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:23,085 : INFO : EPOCH 1 - PROGRESS: at 55.76% examples, 695911 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:24,086 : INFO : EPOCH 1 - PROGRESS: at 56.09% examples, 695652 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:25,099 : INFO : EPOCH 1 - PROGRESS: at 56.40% examples, 695439 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:26,103 : INFO : EPOCH 1 - PROGRESS: at 56.75% examples, 695198 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:27,120 : INFO : EPOCH 1 - PROGRESS: at 57.08% examples, 694984 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:28,129 : INFO : EPOCH 1 - PROGRESS: at 57.44% examples, 694786 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:29,131 : INFO : EPOCH 1 - PROGRESS: at 57.75% examples, 694676 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:28:30,134 : INFO : EPOCH 1 - PROGRESS: at 58.08% examples, 694461 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:31,136 : INFO : EPOCH 1 - PROGRESS: at 58.39% examples, 694261 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:32,146 : INFO : EPOCH 1 - PROGRESS: at 58.72% examples, 694121 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:33,147 : INFO : EPOCH 1 - PROGRESS: at 59.04% examples, 693925 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:34,152 : INFO : EPOCH 1 - PROGRESS: at 59.36% examples, 693682 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:28:35,156 : INFO : EPOCH 1 - PROGRESS: at 59.67% examples, 693504 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:36,156 : INFO : EPOCH 1 - PROGRESS: at 59.97% examples, 693345 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:37,159 : INFO : EPOCH 1 - PROGRESS: at 60.29% examples, 693151 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:38,162 : INFO : EPOCH 1 - PROGRESS: at 60.63% examples, 692989 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:28:39,163 : INFO : EPOCH 1 - PROGRESS: at 60.96% examples, 692795 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:40,171 : INFO : EPOCH 1 - PROGRESS: at 61.27% examples, 692632 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:41,177 : INFO : EPOCH 1 - PROGRESS: at 61.59% examples, 692416 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:42,182 : INFO : EPOCH 1 - PROGRESS: at 61.91% examples, 692316 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:43,204 : INFO : EPOCH 1 - PROGRESS: at 62.22% examples, 692079 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:44,211 : INFO : EPOCH 1 - PROGRESS: at 62.56% examples, 691926 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:45,214 : INFO : EPOCH 1 - PROGRESS: at 62.89% examples, 691804 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:46,218 : INFO : EPOCH 1 - PROGRESS: at 63.22% examples, 691664 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:47,225 : INFO : EPOCH 1 - PROGRESS: at 63.54% examples, 691472 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:48,245 : INFO : EPOCH 1 - PROGRESS: at 63.89% examples, 691246 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:28:49,247 : INFO : EPOCH 1 - PROGRESS: at 64.18% examples, 691141 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:50,265 : INFO : EPOCH 1 - PROGRESS: at 64.50% examples, 690957 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:51,272 : INFO : EPOCH 1 - PROGRESS: at 64.82% examples, 690790 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:52,273 : INFO : EPOCH 1 - PROGRESS: at 65.12% examples, 690705 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:28:53,277 : INFO : EPOCH 1 - PROGRESS: at 65.44% examples, 690534 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:54,293 : INFO : EPOCH 1 - PROGRESS: at 65.75% examples, 690374 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:55,300 : INFO : EPOCH 1 - PROGRESS: at 66.08% examples, 690187 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:56,303 : INFO : EPOCH 1 - PROGRESS: at 66.41% examples, 690096 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:57,304 : INFO : EPOCH 1 - PROGRESS: at 66.73% examples, 690040 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:58,307 : INFO : EPOCH 1 - PROGRESS: at 67.03% examples, 689853 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:28:59,310 : INFO : EPOCH 1 - PROGRESS: at 67.35% examples, 689590 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:00,314 : INFO : EPOCH 1 - PROGRESS: at 67.65% examples, 689259 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:01,316 : INFO : EPOCH 1 - PROGRESS: at 67.95% examples, 688944 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:29:02,351 : INFO : EPOCH 1 - PROGRESS: at 68.23% examples, 688384 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:03,361 : INFO : EPOCH 1 - PROGRESS: at 68.58% examples, 688303 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:04,362 : INFO : EPOCH 1 - PROGRESS: at 68.94% examples, 688538 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:05,371 : INFO : EPOCH 1 - PROGRESS: at 69.30% examples, 688665 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:06,390 : INFO : EPOCH 1 - PROGRESS: at 69.66% examples, 688865 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:29:07,395 : INFO : EPOCH 1 - PROGRESS: at 70.02% examples, 689008 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:08,405 : INFO : EPOCH 1 - PROGRESS: at 70.36% examples, 689236 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:09,405 : INFO : EPOCH 1 - PROGRESS: at 70.68% examples, 689377 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:10,416 : INFO : EPOCH 1 - PROGRESS: at 71.05% examples, 689595 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:11,418 : INFO : EPOCH 1 - PROGRESS: at 71.40% examples, 689785 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:12,419 : INFO : EPOCH 1 - PROGRESS: at 71.76% examples, 689964 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:13,434 : INFO : EPOCH 1 - PROGRESS: at 72.11% examples, 690176 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:14,435 : INFO : EPOCH 1 - PROGRESS: at 72.48% examples, 690358 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:15,450 : INFO : EPOCH 1 - PROGRESS: at 72.82% examples, 690469 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:16,452 : INFO : EPOCH 1 - PROGRESS: at 73.17% examples, 690677 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:17,456 : INFO : EPOCH 1 - PROGRESS: at 73.53% examples, 690845 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:18,457 : INFO : EPOCH 1 - PROGRESS: at 73.87% examples, 690988 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:19,470 : INFO : EPOCH 1 - PROGRESS: at 74.21% examples, 691172 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:20,496 : INFO : EPOCH 1 - PROGRESS: at 74.56% examples, 691382 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:29:21,506 : INFO : EPOCH 1 - PROGRESS: at 74.93% examples, 691533 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:22,513 : INFO : EPOCH 1 - PROGRESS: at 75.28% examples, 691720 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:23,520 : INFO : EPOCH 1 - PROGRESS: at 75.65% examples, 691835 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:24,531 : INFO : EPOCH 1 - PROGRESS: at 76.00% examples, 692071 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:25,533 : INFO : EPOCH 1 - PROGRESS: at 76.36% examples, 692212 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:26,546 : INFO : EPOCH 1 - PROGRESS: at 76.68% examples, 692410 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:27,557 : INFO : EPOCH 1 - PROGRESS: at 77.01% examples, 692590 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:28,569 : INFO : EPOCH 1 - PROGRESS: at 77.37% examples, 692804 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:29,574 : INFO : EPOCH 1 - PROGRESS: at 77.73% examples, 692957 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:30,575 : INFO : EPOCH 1 - PROGRESS: at 78.08% examples, 693058 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:31,575 : INFO : EPOCH 1 - PROGRESS: at 78.44% examples, 693208 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:32,583 : INFO : EPOCH 1 - PROGRESS: at 78.80% examples, 693354 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:33,591 : INFO : EPOCH 1 - PROGRESS: at 79.15% examples, 693460 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:34,608 : INFO : EPOCH 1 - PROGRESS: at 79.50% examples, 693593 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:35,622 : INFO : EPOCH 1 - PROGRESS: at 79.84% examples, 693742 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:36,624 : INFO : EPOCH 1 - PROGRESS: at 80.21% examples, 693921 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:37,632 : INFO : EPOCH 1 - PROGRESS: at 80.58% examples, 694062 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:29:38,636 : INFO : EPOCH 1 - PROGRESS: at 80.93% examples, 694250 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:39,646 : INFO : EPOCH 1 - PROGRESS: at 81.28% examples, 694381 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:40,658 : INFO : EPOCH 1 - PROGRESS: at 81.64% examples, 694529 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:41,674 : INFO : EPOCH 1 - PROGRESS: at 82.00% examples, 694679 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:42,698 : INFO : EPOCH 1 - PROGRESS: at 82.36% examples, 694793 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:43,700 : INFO : EPOCH 1 - PROGRESS: at 82.72% examples, 694994 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:44,713 : INFO : EPOCH 1 - PROGRESS: at 83.10% examples, 695112 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:45,736 : INFO : EPOCH 1 - PROGRESS: at 83.45% examples, 695237 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:46,738 : INFO : EPOCH 1 - PROGRESS: at 83.81% examples, 695382 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:47,748 : INFO : EPOCH 1 - PROGRESS: at 84.18% examples, 695520 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:48,755 : INFO : EPOCH 1 - PROGRESS: at 84.52% examples, 695622 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:49,757 : INFO : EPOCH 1 - PROGRESS: at 84.89% examples, 695726 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:50,768 : INFO : EPOCH 1 - PROGRESS: at 85.24% examples, 695869 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:51,772 : INFO : EPOCH 1 - PROGRESS: at 85.62% examples, 695925 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:52,781 : INFO : EPOCH 1 - PROGRESS: at 85.96% examples, 695775 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:29:53,793 : INFO : EPOCH 1 - PROGRESS: at 86.29% examples, 695631 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:54,809 : INFO : EPOCH 1 - PROGRESS: at 86.62% examples, 695471 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:55,817 : INFO : EPOCH 1 - PROGRESS: at 86.95% examples, 695368 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:56,832 : INFO : EPOCH 1 - PROGRESS: at 87.25% examples, 695221 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:57,833 : INFO : EPOCH 1 - PROGRESS: at 87.57% examples, 695083 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:29:58,847 : INFO : EPOCH 1 - PROGRESS: at 87.90% examples, 694888 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:29:59,850 : INFO : EPOCH 1 - PROGRESS: at 88.25% examples, 694787 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:00,858 : INFO : EPOCH 1 - PROGRESS: at 88.59% examples, 694600 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:30:01,873 : INFO : EPOCH 1 - PROGRESS: at 88.92% examples, 694499 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:02,878 : INFO : EPOCH 1 - PROGRESS: at 89.26% examples, 694360 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:03,879 : INFO : EPOCH 1 - PROGRESS: at 89.57% examples, 694256 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:04,884 : INFO : EPOCH 1 - PROGRESS: at 89.89% examples, 694158 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:05,886 : INFO : EPOCH 1 - PROGRESS: at 90.23% examples, 694008 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:06,888 : INFO : EPOCH 1 - PROGRESS: at 90.53% examples, 693909 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:07,894 : INFO : EPOCH 1 - PROGRESS: at 90.85% examples, 693804 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:08,897 : INFO : EPOCH 1 - PROGRESS: at 91.15% examples, 693672 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:09,903 : INFO : EPOCH 1 - PROGRESS: at 91.47% examples, 693546 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:10,906 : INFO : EPOCH 1 - PROGRESS: at 91.78% examples, 693431 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:11,920 : INFO : EPOCH 1 - PROGRESS: at 92.12% examples, 693328 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:12,921 : INFO : EPOCH 1 - PROGRESS: at 92.43% examples, 693197 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:30:13,926 : INFO : EPOCH 1 - PROGRESS: at 92.77% examples, 693056 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:14,931 : INFO : EPOCH 1 - PROGRESS: at 93.10% examples, 692916 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:15,935 : INFO : EPOCH 1 - PROGRESS: at 93.42% examples, 692791 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:16,939 : INFO : EPOCH 1 - PROGRESS: at 93.73% examples, 692670 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:17,943 : INFO : EPOCH 1 - PROGRESS: at 94.03% examples, 692612 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:18,950 : INFO : EPOCH 1 - PROGRESS: at 94.37% examples, 692453 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:19,952 : INFO : EPOCH 1 - PROGRESS: at 94.68% examples, 692394 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:20,958 : INFO : EPOCH 1 - PROGRESS: at 95.00% examples, 692277 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:21,963 : INFO : EPOCH 1 - PROGRESS: at 95.35% examples, 692199 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:22,966 : INFO : EPOCH 1 - PROGRESS: at 95.67% examples, 692073 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:23,990 : INFO : EPOCH 1 - PROGRESS: at 95.98% examples, 691878 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:25,006 : INFO : EPOCH 1 - PROGRESS: at 96.32% examples, 691761 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:26,012 : INFO : EPOCH 1 - PROGRESS: at 96.64% examples, 691694 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:27,013 : INFO : EPOCH 1 - PROGRESS: at 96.98% examples, 691575 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:28,017 : INFO : EPOCH 1 - PROGRESS: at 97.30% examples, 691449 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:29,029 : INFO : EPOCH 1 - PROGRESS: at 97.62% examples, 691317 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:30,036 : INFO : EPOCH 1 - PROGRESS: at 97.95% examples, 691217 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:31,053 : INFO : EPOCH 1 - PROGRESS: at 98.28% examples, 691079 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:30:32,063 : INFO : EPOCH 1 - PROGRESS: at 98.62% examples, 691005 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:33,090 : INFO : EPOCH 1 - PROGRESS: at 98.94% examples, 690861 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:34,091 : INFO : EPOCH 1 - PROGRESS: at 99.26% examples, 690789 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:35,098 : INFO : EPOCH 1 - PROGRESS: at 99.57% examples, 690648 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:30:36,102 : INFO : EPOCH 1 - PROGRESS: at 99.89% examples, 690614 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:36,441 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 06:30:36,448 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 06:30:36,466 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 06:30:36,471 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 06:30:36,472 : INFO : EPOCH - 1 : training on 265101461 raw words (206124362 effective words) took 298.5s, 690549 effective words/s
2020-07-24 06:30:37,480 : INFO : EPOCH 2 - PROGRESS: at 0.32% examples, 636613 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:38,486 : INFO : EPOCH 2 - PROGRESS: at 0.64% examples, 643488 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:30:39,487 : INFO : EPOCH 2 - PROGRESS: at 0.98% examples, 650689 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:40,497 : INFO : EPOCH 2 - PROGRESS: at 1.31% examples, 652318 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:30:41,498 : INFO : EPOCH 2 - PROGRESS: at 1.64% examples, 653876 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:42,515 : INFO : EPOCH 2 - PROGRESS: at 1.96% examples, 654805 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:43,525 : INFO : EPOCH 2 - PROGRESS: at 2.29% examples, 655150 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:44,530 : INFO : EPOCH 2 - PROGRESS: at 2.60% examples, 656835 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:45,534 : INFO : EPOCH 2 - PROGRESS: at 2.92% examples, 655635 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:30:46,546 : INFO : EPOCH 2 - PROGRESS: at 3.25% examples, 656350 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:47,556 : INFO : EPOCH 2 - PROGRESS: at 3.58% examples, 655534 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:48,570 : INFO : EPOCH 2 - PROGRESS: at 3.90% examples, 656172 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:49,582 : INFO : EPOCH 2 - PROGRESS: at 4.23% examples, 656192 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:50,584 : INFO : EPOCH 2 - PROGRESS: at 4.58% examples, 655650 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:51,591 : INFO : EPOCH 2 - PROGRESS: at 4.88% examples, 655980 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:52,594 : INFO : EPOCH 2 - PROGRESS: at 5.21% examples, 656282 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:53,601 : INFO : EPOCH 2 - PROGRESS: at 5.53% examples, 656570 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:54,609 : INFO : EPOCH 2 - PROGRESS: at 5.87% examples, 657092 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:55,617 : INFO : EPOCH 2 - PROGRESS: at 6.19% examples, 656937 words/s, in_qsize 8, out_qsize 1
2020-07-24 06:30:56,625 : INFO : EPOCH 2 - PROGRESS: at 6.52% examples, 657114 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:57,632 : INFO : EPOCH 2 - PROGRESS: at 6.84% examples, 657135 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:58,646 : INFO : EPOCH 2 - PROGRESS: at 7.15% examples, 657055 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:30:59,650 : INFO : EPOCH 2 - PROGRESS: at 7.46% examples, 657500 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:00,652 : INFO : EPOCH 2 - PROGRESS: at 7.79% examples, 657430 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:01,677 : INFO : EPOCH 2 - PROGRESS: at 8.11% examples, 657398 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:02,685 : INFO : EPOCH 2 - PROGRESS: at 8.44% examples, 657880 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:03,697 : INFO : EPOCH 2 - PROGRESS: at 8.76% examples, 658153 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:04,711 : INFO : EPOCH 2 - PROGRESS: at 9.06% examples, 658158 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:05,711 : INFO : EPOCH 2 - PROGRESS: at 9.40% examples, 658149 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:31:06,713 : INFO : EPOCH 2 - PROGRESS: at 9.72% examples, 658487 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:07,713 : INFO : EPOCH 2 - PROGRESS: at 10.04% examples, 658263 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:08,718 : INFO : EPOCH 2 - PROGRESS: at 10.38% examples, 658219 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:09,731 : INFO : EPOCH 2 - PROGRESS: at 10.71% examples, 658218 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:10,733 : INFO : EPOCH 2 - PROGRESS: at 11.02% examples, 658015 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:11,746 : INFO : EPOCH 2 - PROGRESS: at 11.37% examples, 657867 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:12,753 : INFO : EPOCH 2 - PROGRESS: at 11.72% examples, 657937 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:31:13,759 : INFO : EPOCH 2 - PROGRESS: at 12.05% examples, 658309 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:14,760 : INFO : EPOCH 2 - PROGRESS: at 12.37% examples, 658120 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:15,762 : INFO : EPOCH 2 - PROGRESS: at 12.70% examples, 658512 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:16,767 : INFO : EPOCH 2 - PROGRESS: at 13.02% examples, 658560 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:17,770 : INFO : EPOCH 2 - PROGRESS: at 13.34% examples, 658716 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:31:18,771 : INFO : EPOCH 2 - PROGRESS: at 13.66% examples, 658728 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:31:19,771 : INFO : EPOCH 2 - PROGRESS: at 13.97% examples, 658799 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:31:20,773 : INFO : EPOCH 2 - PROGRESS: at 14.28% examples, 659044 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:21,774 : INFO : EPOCH 2 - PROGRESS: at 14.62% examples, 659001 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:22,779 : INFO : EPOCH 2 - PROGRESS: at 14.95% examples, 659101 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:23,780 : INFO : EPOCH 2 - PROGRESS: at 15.28% examples, 659047 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:24,782 : INFO : EPOCH 2 - PROGRESS: at 15.62% examples, 659137 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:25,789 : INFO : EPOCH 2 - PROGRESS: at 15.97% examples, 659052 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:26,797 : INFO : EPOCH 2 - PROGRESS: at 16.26% examples, 659265 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:27,797 : INFO : EPOCH 2 - PROGRESS: at 16.58% examples, 659261 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:28,802 : INFO : EPOCH 2 - PROGRESS: at 16.89% examples, 659249 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:31:29,804 : INFO : EPOCH 2 - PROGRESS: at 17.21% examples, 659250 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:30,815 : INFO : EPOCH 2 - PROGRESS: at 17.55% examples, 659144 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:31,833 : INFO : EPOCH 2 - PROGRESS: at 17.89% examples, 659207 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:32,837 : INFO : EPOCH 2 - PROGRESS: at 18.20% examples, 659522 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:33,839 : INFO : EPOCH 2 - PROGRESS: at 18.52% examples, 659537 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:34,856 : INFO : EPOCH 2 - PROGRESS: at 18.84% examples, 659359 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:35,863 : INFO : EPOCH 2 - PROGRESS: at 19.17% examples, 659339 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:36,865 : INFO : EPOCH 2 - PROGRESS: at 19.51% examples, 659561 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:37,879 : INFO : EPOCH 2 - PROGRESS: at 19.85% examples, 659348 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:38,884 : INFO : EPOCH 2 - PROGRESS: at 20.14% examples, 659165 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:39,887 : INFO : EPOCH 2 - PROGRESS: at 20.44% examples, 658600 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:40,889 : INFO : EPOCH 2 - PROGRESS: at 20.75% examples, 658282 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:41,891 : INFO : EPOCH 2 - PROGRESS: at 21.03% examples, 658038 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:42,895 : INFO : EPOCH 2 - PROGRESS: at 21.31% examples, 656741 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:43,897 : INFO : EPOCH 2 - PROGRESS: at 21.63% examples, 657356 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:44,925 : INFO : EPOCH 2 - PROGRESS: at 22.00% examples, 658117 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:45,933 : INFO : EPOCH 2 - PROGRESS: at 22.34% examples, 659131 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:31:46,940 : INFO : EPOCH 2 - PROGRESS: at 22.69% examples, 660139 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:47,949 : INFO : EPOCH 2 - PROGRESS: at 23.04% examples, 661173 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:48,954 : INFO : EPOCH 2 - PROGRESS: at 23.39% examples, 662147 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:49,978 : INFO : EPOCH 2 - PROGRESS: at 23.76% examples, 662994 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:31:50,985 : INFO : EPOCH 2 - PROGRESS: at 24.11% examples, 664057 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:51,991 : INFO : EPOCH 2 - PROGRESS: at 24.45% examples, 665011 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:52,998 : INFO : EPOCH 2 - PROGRESS: at 24.78% examples, 665739 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:54,004 : INFO : EPOCH 2 - PROGRESS: at 25.11% examples, 666523 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:55,017 : INFO : EPOCH 2 - PROGRESS: at 25.45% examples, 667277 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:56,034 : INFO : EPOCH 2 - PROGRESS: at 25.80% examples, 668128 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:57,041 : INFO : EPOCH 2 - PROGRESS: at 26.16% examples, 668802 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:58,056 : INFO : EPOCH 2 - PROGRESS: at 26.51% examples, 669410 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:31:59,066 : INFO : EPOCH 2 - PROGRESS: at 26.89% examples, 670125 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:00,067 : INFO : EPOCH 2 - PROGRESS: at 27.22% examples, 670779 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:01,074 : INFO : EPOCH 2 - PROGRESS: at 27.58% examples, 671427 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:02,080 : INFO : EPOCH 2 - PROGRESS: at 27.93% examples, 672127 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:03,086 : INFO : EPOCH 2 - PROGRESS: at 28.28% examples, 672896 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:04,093 : INFO : EPOCH 2 - PROGRESS: at 28.64% examples, 673387 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:05,093 : INFO : EPOCH 2 - PROGRESS: at 28.99% examples, 674146 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:06,098 : INFO : EPOCH 2 - PROGRESS: at 29.35% examples, 674626 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:07,102 : INFO : EPOCH 2 - PROGRESS: at 29.70% examples, 675292 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:32:08,108 : INFO : EPOCH 2 - PROGRESS: at 30.06% examples, 675808 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:09,109 : INFO : EPOCH 2 - PROGRESS: at 30.41% examples, 676357 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:10,129 : INFO : EPOCH 2 - PROGRESS: at 30.78% examples, 676949 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:11,161 : INFO : EPOCH 2 - PROGRESS: at 31.14% examples, 677484 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:12,178 : INFO : EPOCH 2 - PROGRESS: at 31.50% examples, 678102 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:13,188 : INFO : EPOCH 2 - PROGRESS: at 31.85% examples, 678692 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:14,192 : INFO : EPOCH 2 - PROGRESS: at 32.21% examples, 679137 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:15,194 : INFO : EPOCH 2 - PROGRESS: at 32.55% examples, 679563 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:16,215 : INFO : EPOCH 2 - PROGRESS: at 32.91% examples, 680033 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:17,219 : INFO : EPOCH 2 - PROGRESS: at 33.26% examples, 680559 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:18,244 : INFO : EPOCH 2 - PROGRESS: at 33.61% examples, 680976 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:32:19,263 : INFO : EPOCH 2 - PROGRESS: at 33.96% examples, 681425 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:20,264 : INFO : EPOCH 2 - PROGRESS: at 34.30% examples, 681791 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:21,266 : INFO : EPOCH 2 - PROGRESS: at 34.65% examples, 682248 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:22,287 : INFO : EPOCH 2 - PROGRESS: at 35.00% examples, 682643 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:23,290 : INFO : EPOCH 2 - PROGRESS: at 35.35% examples, 683107 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:24,298 : INFO : EPOCH 2 - PROGRESS: at 35.73% examples, 683524 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:25,299 : INFO : EPOCH 2 - PROGRESS: at 36.07% examples, 683874 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:26,302 : INFO : EPOCH 2 - PROGRESS: at 36.40% examples, 684347 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:27,308 : INFO : EPOCH 2 - PROGRESS: at 36.74% examples, 684776 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:28,312 : INFO : EPOCH 2 - PROGRESS: at 37.09% examples, 685078 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:29,324 : INFO : EPOCH 2 - PROGRESS: at 37.46% examples, 685452 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:30,325 : INFO : EPOCH 2 - PROGRESS: at 37.81% examples, 685870 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:31,326 : INFO : EPOCH 2 - PROGRESS: at 38.17% examples, 686264 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:32,326 : INFO : EPOCH 2 - PROGRESS: at 38.53% examples, 686643 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:33,328 : INFO : EPOCH 2 - PROGRESS: at 38.88% examples, 687022 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:34,340 : INFO : EPOCH 2 - PROGRESS: at 39.24% examples, 687270 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:35,348 : INFO : EPOCH 2 - PROGRESS: at 39.58% examples, 687607 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:36,359 : INFO : EPOCH 2 - PROGRESS: at 39.93% examples, 687980 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:37,359 : INFO : EPOCH 2 - PROGRESS: at 40.27% examples, 688361 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:38,386 : INFO : EPOCH 2 - PROGRESS: at 40.64% examples, 688594 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:39,395 : INFO : EPOCH 2 - PROGRESS: at 40.98% examples, 688974 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:40,419 : INFO : EPOCH 2 - PROGRESS: at 41.35% examples, 689209 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:41,437 : INFO : EPOCH 2 - PROGRESS: at 41.69% examples, 689513 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:32:42,439 : INFO : EPOCH 2 - PROGRESS: at 42.05% examples, 689824 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:43,454 : INFO : EPOCH 2 - PROGRESS: at 42.39% examples, 690175 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:32:44,469 : INFO : EPOCH 2 - PROGRESS: at 42.76% examples, 690466 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:45,481 : INFO : EPOCH 2 - PROGRESS: at 43.10% examples, 690722 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:46,485 : INFO : EPOCH 2 - PROGRESS: at 43.48% examples, 690953 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:47,491 : INFO : EPOCH 2 - PROGRESS: at 43.82% examples, 691229 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:48,496 : INFO : EPOCH 2 - PROGRESS: at 44.19% examples, 691533 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:49,512 : INFO : EPOCH 2 - PROGRESS: at 44.55% examples, 691836 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:50,522 : INFO : EPOCH 2 - PROGRESS: at 44.93% examples, 692134 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:51,531 : INFO : EPOCH 2 - PROGRESS: at 45.30% examples, 692390 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:52,537 : INFO : EPOCH 2 - PROGRESS: at 45.65% examples, 692583 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:53,539 : INFO : EPOCH 2 - PROGRESS: at 46.01% examples, 692874 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:54,542 : INFO : EPOCH 2 - PROGRESS: at 46.34% examples, 692864 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:55,552 : INFO : EPOCH 2 - PROGRESS: at 46.66% examples, 692609 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:56,560 : INFO : EPOCH 2 - PROGRESS: at 46.98% examples, 692352 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:57,571 : INFO : EPOCH 2 - PROGRESS: at 47.30% examples, 692026 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:58,573 : INFO : EPOCH 2 - PROGRESS: at 47.64% examples, 691839 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:32:59,583 : INFO : EPOCH 2 - PROGRESS: at 47.95% examples, 691661 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:33:00,607 : INFO : EPOCH 2 - PROGRESS: at 48.28% examples, 691422 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:33:01,621 : INFO : EPOCH 2 - PROGRESS: at 48.59% examples, 691265 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:02,632 : INFO : EPOCH 2 - PROGRESS: at 48.90% examples, 691096 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:03,634 : INFO : EPOCH 2 - PROGRESS: at 49.22% examples, 690847 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:04,636 : INFO : EPOCH 2 - PROGRESS: at 49.56% examples, 690600 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:05,652 : INFO : EPOCH 2 - PROGRESS: at 49.90% examples, 690361 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:33:06,652 : INFO : EPOCH 2 - PROGRESS: at 50.23% examples, 690231 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:33:07,660 : INFO : EPOCH 2 - PROGRESS: at 50.56% examples, 689962 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:33:08,682 : INFO : EPOCH 2 - PROGRESS: at 50.90% examples, 689730 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:09,689 : INFO : EPOCH 2 - PROGRESS: at 51.26% examples, 689564 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:33:10,696 : INFO : EPOCH 2 - PROGRESS: at 51.58% examples, 689351 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:33:11,697 : INFO : EPOCH 2 - PROGRESS: at 51.90% examples, 689195 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:33:12,707 : INFO : EPOCH 2 - PROGRESS: at 52.22% examples, 689020 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:13,708 : INFO : EPOCH 2 - PROGRESS: at 52.54% examples, 688821 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:14,721 : INFO : EPOCH 2 - PROGRESS: at 52.88% examples, 688569 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:15,725 : INFO : EPOCH 2 - PROGRESS: at 53.21% examples, 688357 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:33:16,730 : INFO : EPOCH 2 - PROGRESS: at 53.52% examples, 688223 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:17,734 : INFO : EPOCH 2 - PROGRESS: at 53.83% examples, 688040 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:18,746 : INFO : EPOCH 2 - PROGRESS: at 54.14% examples, 687894 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:19,755 : INFO : EPOCH 2 - PROGRESS: at 54.48% examples, 687712 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:20,771 : INFO : EPOCH 2 - PROGRESS: at 54.80% examples, 687510 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:21,790 : INFO : EPOCH 2 - PROGRESS: at 55.14% examples, 687339 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:22,792 : INFO : EPOCH 2 - PROGRESS: at 55.49% examples, 687128 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:23,796 : INFO : EPOCH 2 - PROGRESS: at 55.80% examples, 686999 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:24,819 : INFO : EPOCH 2 - PROGRESS: at 56.12% examples, 686794 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:25,830 : INFO : EPOCH 2 - PROGRESS: at 56.45% examples, 686611 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:26,834 : INFO : EPOCH 2 - PROGRESS: at 56.79% examples, 686501 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:33:27,847 : INFO : EPOCH 2 - PROGRESS: at 57.11% examples, 686362 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:33:28,850 : INFO : EPOCH 2 - PROGRESS: at 57.47% examples, 686176 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:29,866 : INFO : EPOCH 2 - PROGRESS: at 57.78% examples, 686056 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:30,876 : INFO : EPOCH 2 - PROGRESS: at 58.11% examples, 685886 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:31,877 : INFO : EPOCH 2 - PROGRESS: at 58.43% examples, 685837 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:32,877 : INFO : EPOCH 2 - PROGRESS: at 58.74% examples, 685589 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:33,897 : INFO : EPOCH 2 - PROGRESS: at 59.06% examples, 685422 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:33:34,907 : INFO : EPOCH 2 - PROGRESS: at 59.40% examples, 685292 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:35,923 : INFO : EPOCH 2 - PROGRESS: at 59.69% examples, 685079 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:36,942 : INFO : EPOCH 2 - PROGRESS: at 60.00% examples, 684990 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:37,947 : INFO : EPOCH 2 - PROGRESS: at 60.32% examples, 684836 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:38,952 : INFO : EPOCH 2 - PROGRESS: at 60.66% examples, 684639 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:33:39,953 : INFO : EPOCH 2 - PROGRESS: at 60.99% examples, 684535 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:40,971 : INFO : EPOCH 2 - PROGRESS: at 61.30% examples, 684363 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:41,987 : INFO : EPOCH 2 - PROGRESS: at 61.62% examples, 684239 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:42,994 : INFO : EPOCH 2 - PROGRESS: at 61.94% examples, 684123 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:43,994 : INFO : EPOCH 2 - PROGRESS: at 62.25% examples, 683976 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:45,009 : INFO : EPOCH 2 - PROGRESS: at 62.59% examples, 683822 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:46,014 : INFO : EPOCH 2 - PROGRESS: at 62.92% examples, 683736 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:47,014 : INFO : EPOCH 2 - PROGRESS: at 63.24% examples, 683547 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:48,020 : INFO : EPOCH 2 - PROGRESS: at 63.57% examples, 683435 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:33:49,025 : INFO : EPOCH 2 - PROGRESS: at 63.91% examples, 683283 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:50,027 : INFO : EPOCH 2 - PROGRESS: at 64.19% examples, 683184 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:51,035 : INFO : EPOCH 2 - PROGRESS: at 64.51% examples, 683081 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:52,038 : INFO : EPOCH 2 - PROGRESS: at 64.83% examples, 682948 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:53,045 : INFO : EPOCH 2 - PROGRESS: at 65.13% examples, 682873 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:54,060 : INFO : EPOCH 2 - PROGRESS: at 65.45% examples, 682739 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:33:55,066 : INFO : EPOCH 2 - PROGRESS: at 65.76% examples, 682632 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:56,069 : INFO : EPOCH 2 - PROGRESS: at 66.10% examples, 682538 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:57,069 : INFO : EPOCH 2 - PROGRESS: at 66.42% examples, 682415 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:58,071 : INFO : EPOCH 2 - PROGRESS: at 66.74% examples, 682344 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:33:59,091 : INFO : EPOCH 2 - PROGRESS: at 67.05% examples, 682242 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:00,113 : INFO : EPOCH 2 - PROGRESS: at 67.38% examples, 682113 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:34:01,121 : INFO : EPOCH 2 - PROGRESS: at 67.70% examples, 682010 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:02,133 : INFO : EPOCH 2 - PROGRESS: at 68.02% examples, 681953 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:03,141 : INFO : EPOCH 2 - PROGRESS: at 68.33% examples, 681833 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:04,149 : INFO : EPOCH 2 - PROGRESS: at 68.68% examples, 681722 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:05,162 : INFO : EPOCH 2 - PROGRESS: at 69.01% examples, 681600 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:06,174 : INFO : EPOCH 2 - PROGRESS: at 69.33% examples, 681488 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:07,176 : INFO : EPOCH 2 - PROGRESS: at 69.66% examples, 681390 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:08,179 : INFO : EPOCH 2 - PROGRESS: at 69.99% examples, 681294 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:09,186 : INFO : EPOCH 2 - PROGRESS: at 70.31% examples, 681192 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:10,193 : INFO : EPOCH 2 - PROGRESS: at 70.59% examples, 681084 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:11,197 : INFO : EPOCH 2 - PROGRESS: at 70.90% examples, 680979 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:12,205 : INFO : EPOCH 2 - PROGRESS: at 71.24% examples, 680859 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:13,209 : INFO : EPOCH 2 - PROGRESS: at 71.58% examples, 680809 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:34:14,215 : INFO : EPOCH 2 - PROGRESS: at 71.88% examples, 680703 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:15,227 : INFO : EPOCH 2 - PROGRESS: at 72.21% examples, 680635 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:16,230 : INFO : EPOCH 2 - PROGRESS: at 72.53% examples, 680525 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:17,234 : INFO : EPOCH 2 - PROGRESS: at 72.85% examples, 680471 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:18,238 : INFO : EPOCH 2 - PROGRESS: at 73.16% examples, 680362 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:19,255 : INFO : EPOCH 2 - PROGRESS: at 73.48% examples, 680099 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:34:20,261 : INFO : EPOCH 2 - PROGRESS: at 73.77% examples, 679898 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:21,271 : INFO : EPOCH 2 - PROGRESS: at 74.08% examples, 679612 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:22,277 : INFO : EPOCH 2 - PROGRESS: at 74.34% examples, 679168 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:23,278 : INFO : EPOCH 2 - PROGRESS: at 74.65% examples, 679122 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:24,296 : INFO : EPOCH 2 - PROGRESS: at 75.02% examples, 679333 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:25,309 : INFO : EPOCH 2 - PROGRESS: at 75.38% examples, 679526 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:26,311 : INFO : EPOCH 2 - PROGRESS: at 75.74% examples, 679728 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:27,321 : INFO : EPOCH 2 - PROGRESS: at 76.08% examples, 679953 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:28,324 : INFO : EPOCH 2 - PROGRESS: at 76.43% examples, 680151 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:29,332 : INFO : EPOCH 2 - PROGRESS: at 76.76% examples, 680339 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:30,336 : INFO : EPOCH 2 - PROGRESS: at 77.08% examples, 680558 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:34:31,345 : INFO : EPOCH 2 - PROGRESS: at 77.44% examples, 680780 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:32,353 : INFO : EPOCH 2 - PROGRESS: at 77.78% examples, 680798 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:33,355 : INFO : EPOCH 2 - PROGRESS: at 78.11% examples, 680727 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:34,366 : INFO : EPOCH 2 - PROGRESS: at 78.43% examples, 680597 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:35,368 : INFO : EPOCH 2 - PROGRESS: at 78.76% examples, 680541 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:36,385 : INFO : EPOCH 2 - PROGRESS: at 79.08% examples, 680414 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:34:37,397 : INFO : EPOCH 2 - PROGRESS: at 79.39% examples, 680292 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:38,398 : INFO : EPOCH 2 - PROGRESS: at 79.72% examples, 680215 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:34:39,410 : INFO : EPOCH 2 - PROGRESS: at 80.03% examples, 680135 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:40,417 : INFO : EPOCH 2 - PROGRESS: at 80.36% examples, 680050 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:41,421 : INFO : EPOCH 2 - PROGRESS: at 80.68% examples, 679974 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:42,424 : INFO : EPOCH 2 - PROGRESS: at 81.01% examples, 679883 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:43,434 : INFO : EPOCH 2 - PROGRESS: at 81.31% examples, 679800 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:44,442 : INFO : EPOCH 2 - PROGRESS: at 81.64% examples, 679731 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:45,447 : INFO : EPOCH 2 - PROGRESS: at 81.97% examples, 679670 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:46,456 : INFO : EPOCH 2 - PROGRESS: at 82.30% examples, 679602 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:47,486 : INFO : EPOCH 2 - PROGRESS: at 82.61% examples, 679510 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:48,515 : INFO : EPOCH 2 - PROGRESS: at 82.97% examples, 679399 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:34:49,518 : INFO : EPOCH 2 - PROGRESS: at 83.29% examples, 679350 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:50,522 : INFO : EPOCH 2 - PROGRESS: at 83.60% examples, 679263 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:51,532 : INFO : EPOCH 2 - PROGRESS: at 83.93% examples, 679180 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:52,545 : INFO : EPOCH 2 - PROGRESS: at 84.25% examples, 679083 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:53,546 : INFO : EPOCH 2 - PROGRESS: at 84.58% examples, 678965 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:34:54,553 : INFO : EPOCH 2 - PROGRESS: at 84.91% examples, 678924 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:55,559 : INFO : EPOCH 2 - PROGRESS: at 85.23% examples, 678835 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:56,570 : INFO : EPOCH 2 - PROGRESS: at 85.58% examples, 678748 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:57,584 : INFO : EPOCH 2 - PROGRESS: at 85.91% examples, 678681 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:58,608 : INFO : EPOCH 2 - PROGRESS: at 86.25% examples, 678587 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:34:59,616 : INFO : EPOCH 2 - PROGRESS: at 86.59% examples, 678524 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:00,636 : INFO : EPOCH 2 - PROGRESS: at 86.92% examples, 678460 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:01,650 : INFO : EPOCH 2 - PROGRESS: at 87.21% examples, 678370 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:02,660 : INFO : EPOCH 2 - PROGRESS: at 87.54% examples, 678305 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:03,661 : INFO : EPOCH 2 - PROGRESS: at 87.87% examples, 678212 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:04,670 : INFO : EPOCH 2 - PROGRESS: at 88.21% examples, 678173 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:05,675 : INFO : EPOCH 2 - PROGRESS: at 88.55% examples, 678075 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:06,679 : INFO : EPOCH 2 - PROGRESS: at 88.88% examples, 678004 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:07,682 : INFO : EPOCH 2 - PROGRESS: at 89.22% examples, 677969 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:08,690 : INFO : EPOCH 2 - PROGRESS: at 89.54% examples, 677884 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:09,694 : INFO : EPOCH 2 - PROGRESS: at 89.86% examples, 677828 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:35:10,702 : INFO : EPOCH 2 - PROGRESS: at 90.18% examples, 677745 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:11,707 : INFO : EPOCH 2 - PROGRESS: at 90.50% examples, 677718 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:12,707 : INFO : EPOCH 2 - PROGRESS: at 90.81% examples, 677657 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:13,722 : INFO : EPOCH 2 - PROGRESS: at 91.11% examples, 677574 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:14,737 : INFO : EPOCH 2 - PROGRESS: at 91.43% examples, 677539 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:35:15,746 : INFO : EPOCH 2 - PROGRESS: at 91.76% examples, 677500 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:35:16,755 : INFO : EPOCH 2 - PROGRESS: at 92.09% examples, 677428 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:17,763 : INFO : EPOCH 2 - PROGRESS: at 92.40% examples, 677361 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:18,765 : INFO : EPOCH 2 - PROGRESS: at 92.74% examples, 677324 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:19,779 : INFO : EPOCH 2 - PROGRESS: at 93.07% examples, 677221 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:20,783 : INFO : EPOCH 2 - PROGRESS: at 93.40% examples, 677156 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:35:21,805 : INFO : EPOCH 2 - PROGRESS: at 93.71% examples, 677076 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:35:22,809 : INFO : EPOCH 2 - PROGRESS: at 94.02% examples, 677044 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:23,809 : INFO : EPOCH 2 - PROGRESS: at 94.35% examples, 677001 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:24,830 : INFO : EPOCH 2 - PROGRESS: at 94.66% examples, 676937 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:35:25,833 : INFO : EPOCH 2 - PROGRESS: at 94.98% examples, 676880 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:26,834 : INFO : EPOCH 2 - PROGRESS: at 95.32% examples, 676806 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:27,835 : INFO : EPOCH 2 - PROGRESS: at 95.65% examples, 676784 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:28,841 : INFO : EPOCH 2 - PROGRESS: at 95.96% examples, 676707 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:29,846 : INFO : EPOCH 2 - PROGRESS: at 96.29% examples, 676595 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:35:30,854 : INFO : EPOCH 2 - PROGRESS: at 96.60% examples, 676552 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:31,864 : INFO : EPOCH 2 - PROGRESS: at 96.95% examples, 676516 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:32,866 : INFO : EPOCH 2 - PROGRESS: at 97.28% examples, 676471 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:33,881 : INFO : EPOCH 2 - PROGRESS: at 97.60% examples, 676404 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:34,906 : INFO : EPOCH 2 - PROGRESS: at 97.93% examples, 676325 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:35,910 : INFO : EPOCH 2 - PROGRESS: at 98.26% examples, 676275 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:36,927 : INFO : EPOCH 2 - PROGRESS: at 98.60% examples, 676199 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:37,930 : INFO : EPOCH 2 - PROGRESS: at 98.92% examples, 676186 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:38,940 : INFO : EPOCH 2 - PROGRESS: at 99.24% examples, 676114 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:35:39,959 : INFO : EPOCH 2 - PROGRESS: at 99.55% examples, 676047 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:40,968 : INFO : EPOCH 2 - PROGRESS: at 99.87% examples, 676009 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:41,369 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 06:35:41,373 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 06:35:41,388 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 06:35:41,395 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 06:35:41,396 : INFO : EPOCH - 2 : training on 265101461 raw words (206124729 effective words) took 304.9s, 675995 effective words/s
2020-07-24 06:35:42,419 : INFO : EPOCH 3 - PROGRESS: at 0.32% examples, 626263 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:43,420 : INFO : EPOCH 3 - PROGRESS: at 0.65% examples, 648150 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:44,426 : INFO : EPOCH 3 - PROGRESS: at 0.98% examples, 648082 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:45,428 : INFO : EPOCH 3 - PROGRESS: at 1.31% examples, 652661 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:46,437 : INFO : EPOCH 3 - PROGRESS: at 1.64% examples, 653640 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:47,453 : INFO : EPOCH 3 - PROGRESS: at 1.96% examples, 652870 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:48,469 : INFO : EPOCH 3 - PROGRESS: at 2.29% examples, 654546 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:49,470 : INFO : EPOCH 3 - PROGRESS: at 2.61% examples, 656610 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:50,479 : INFO : EPOCH 3 - PROGRESS: at 2.93% examples, 656823 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:51,480 : INFO : EPOCH 3 - PROGRESS: at 3.25% examples, 656714 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:52,481 : INFO : EPOCH 3 - PROGRESS: at 3.58% examples, 655722 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:53,483 : INFO : EPOCH 3 - PROGRESS: at 3.90% examples, 656979 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:54,497 : INFO : EPOCH 3 - PROGRESS: at 4.23% examples, 656852 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:55,499 : INFO : EPOCH 3 - PROGRESS: at 4.58% examples, 656776 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:56,504 : INFO : EPOCH 3 - PROGRESS: at 4.88% examples, 656242 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:57,528 : INFO : EPOCH 3 - PROGRESS: at 5.21% examples, 656002 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:58,533 : INFO : EPOCH 3 - PROGRESS: at 5.54% examples, 657334 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:35:59,533 : INFO : EPOCH 3 - PROGRESS: at 5.87% examples, 657596 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:00,533 : INFO : EPOCH 3 - PROGRESS: at 6.19% examples, 657420 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:36:01,541 : INFO : EPOCH 3 - PROGRESS: at 6.52% examples, 657450 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:36:02,552 : INFO : EPOCH 3 - PROGRESS: at 6.84% examples, 657003 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:36:03,570 : INFO : EPOCH 3 - PROGRESS: at 7.15% examples, 657128 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:04,578 : INFO : EPOCH 3 - PROGRESS: at 7.46% examples, 657441 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:05,584 : INFO : EPOCH 3 - PROGRESS: at 7.79% examples, 657285 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:06,606 : INFO : EPOCH 3 - PROGRESS: at 8.10% examples, 657442 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:07,615 : INFO : EPOCH 3 - PROGRESS: at 8.44% examples, 657795 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:08,616 : INFO : EPOCH 3 - PROGRESS: at 8.75% examples, 658045 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:09,624 : INFO : EPOCH 3 - PROGRESS: at 9.05% examples, 658304 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:10,625 : INFO : EPOCH 3 - PROGRESS: at 9.39% examples, 658213 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:11,630 : INFO : EPOCH 3 - PROGRESS: at 9.72% examples, 658670 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:12,630 : INFO : EPOCH 3 - PROGRESS: at 10.04% examples, 658290 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:13,636 : INFO : EPOCH 3 - PROGRESS: at 10.37% examples, 658184 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:14,644 : INFO : EPOCH 3 - PROGRESS: at 10.70% examples, 658253 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:15,648 : INFO : EPOCH 3 - PROGRESS: at 11.02% examples, 658237 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:16,664 : INFO : EPOCH 3 - PROGRESS: at 11.38% examples, 658243 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:17,689 : INFO : EPOCH 3 - PROGRESS: at 11.73% examples, 658201 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:18,690 : INFO : EPOCH 3 - PROGRESS: at 12.05% examples, 658418 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:19,693 : INFO : EPOCH 3 - PROGRESS: at 12.37% examples, 658464 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:20,721 : INFO : EPOCH 3 - PROGRESS: at 12.70% examples, 658390 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:21,730 : INFO : EPOCH 3 - PROGRESS: at 13.03% examples, 658550 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:22,739 : INFO : EPOCH 3 - PROGRESS: at 13.35% examples, 658285 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:23,752 : INFO : EPOCH 3 - PROGRESS: at 13.66% examples, 658301 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:36:24,755 : INFO : EPOCH 3 - PROGRESS: at 13.98% examples, 658395 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:36:25,771 : INFO : EPOCH 3 - PROGRESS: at 14.29% examples, 658745 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:26,774 : INFO : EPOCH 3 - PROGRESS: at 14.64% examples, 658824 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:36:27,776 : INFO : EPOCH 3 - PROGRESS: at 14.96% examples, 658765 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:28,780 : INFO : EPOCH 3 - PROGRESS: at 15.30% examples, 658756 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:29,784 : INFO : EPOCH 3 - PROGRESS: at 15.64% examples, 658856 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:30,797 : INFO : EPOCH 3 - PROGRESS: at 15.98% examples, 658620 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:31,798 : INFO : EPOCH 3 - PROGRESS: at 16.27% examples, 658717 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:36:32,808 : INFO : EPOCH 3 - PROGRESS: at 16.60% examples, 658809 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:33,822 : INFO : EPOCH 3 - PROGRESS: at 16.90% examples, 658815 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:36:34,824 : INFO : EPOCH 3 - PROGRESS: at 17.23% examples, 658856 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:35,836 : INFO : EPOCH 3 - PROGRESS: at 17.57% examples, 658569 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:36,843 : INFO : EPOCH 3 - PROGRESS: at 17.90% examples, 658706 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:37,849 : INFO : EPOCH 3 - PROGRESS: at 18.20% examples, 658751 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:36:38,850 : INFO : EPOCH 3 - PROGRESS: at 18.53% examples, 658837 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:39,870 : INFO : EPOCH 3 - PROGRESS: at 18.85% examples, 658829 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:40,876 : INFO : EPOCH 3 - PROGRESS: at 19.18% examples, 658873 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:41,883 : INFO : EPOCH 3 - PROGRESS: at 19.51% examples, 658760 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:42,894 : INFO : EPOCH 3 - PROGRESS: at 19.86% examples, 658815 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:43,907 : INFO : EPOCH 3 - PROGRESS: at 20.16% examples, 658742 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:44,916 : INFO : EPOCH 3 - PROGRESS: at 20.48% examples, 658709 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:45,921 : INFO : EPOCH 3 - PROGRESS: at 20.79% examples, 658798 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:46,934 : INFO : EPOCH 3 - PROGRESS: at 21.09% examples, 658974 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:47,939 : INFO : EPOCH 3 - PROGRESS: at 21.43% examples, 659022 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:48,946 : INFO : EPOCH 3 - PROGRESS: at 21.71% examples, 659000 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:36:49,950 : INFO : EPOCH 3 - PROGRESS: at 22.07% examples, 658917 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:50,952 : INFO : EPOCH 3 - PROGRESS: at 22.37% examples, 659055 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:51,967 : INFO : EPOCH 3 - PROGRESS: at 22.67% examples, 658858 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:52,974 : INFO : EPOCH 3 - PROGRESS: at 22.99% examples, 658960 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:53,978 : INFO : EPOCH 3 - PROGRESS: at 23.31% examples, 659056 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:54,984 : INFO : EPOCH 3 - PROGRESS: at 23.64% examples, 659041 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:55,984 : INFO : EPOCH 3 - PROGRESS: at 23.94% examples, 659142 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:56,994 : INFO : EPOCH 3 - PROGRESS: at 24.27% examples, 659149 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:36:57,998 : INFO : EPOCH 3 - PROGRESS: at 24.58% examples, 659234 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:36:59,013 : INFO : EPOCH 3 - PROGRESS: at 24.86% examples, 658944 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:00,014 : INFO : EPOCH 3 - PROGRESS: at 25.16% examples, 658495 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:37:01,022 : INFO : EPOCH 3 - PROGRESS: at 25.45% examples, 658269 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:02,028 : INFO : EPOCH 3 - PROGRESS: at 25.74% examples, 657555 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:37:03,052 : INFO : EPOCH 3 - PROGRESS: at 26.05% examples, 656686 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:04,056 : INFO : EPOCH 3 - PROGRESS: at 26.39% examples, 657595 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:05,059 : INFO : EPOCH 3 - PROGRESS: at 26.75% examples, 658388 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:37:06,070 : INFO : EPOCH 3 - PROGRESS: at 27.09% examples, 659129 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:07,072 : INFO : EPOCH 3 - PROGRESS: at 27.45% examples, 659959 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:08,081 : INFO : EPOCH 3 - PROGRESS: at 27.81% examples, 660695 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:09,088 : INFO : EPOCH 3 - PROGRESS: at 28.16% examples, 661451 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:10,104 : INFO : EPOCH 3 - PROGRESS: at 28.50% examples, 662348 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:11,108 : INFO : EPOCH 3 - PROGRESS: at 28.86% examples, 663195 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:12,121 : INFO : EPOCH 3 - PROGRESS: at 29.22% examples, 663785 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:37:13,124 : INFO : EPOCH 3 - PROGRESS: at 29.59% examples, 664655 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:14,130 : INFO : EPOCH 3 - PROGRESS: at 29.95% examples, 665282 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:15,136 : INFO : EPOCH 3 - PROGRESS: at 30.31% examples, 665954 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:16,152 : INFO : EPOCH 3 - PROGRESS: at 30.66% examples, 666773 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:37:17,153 : INFO : EPOCH 3 - PROGRESS: at 31.02% examples, 667423 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:18,160 : INFO : EPOCH 3 - PROGRESS: at 31.37% examples, 668111 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:19,163 : INFO : EPOCH 3 - PROGRESS: at 31.72% examples, 668675 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:20,172 : INFO : EPOCH 3 - PROGRESS: at 32.08% examples, 669237 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:21,197 : INFO : EPOCH 3 - PROGRESS: at 32.44% examples, 669780 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:22,199 : INFO : EPOCH 3 - PROGRESS: at 32.79% examples, 670448 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:37:23,206 : INFO : EPOCH 3 - PROGRESS: at 33.14% examples, 671029 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:24,208 : INFO : EPOCH 3 - PROGRESS: at 33.50% examples, 671681 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:25,213 : INFO : EPOCH 3 - PROGRESS: at 33.84% examples, 672124 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:26,216 : INFO : EPOCH 3 - PROGRESS: at 34.18% examples, 672713 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:27,231 : INFO : EPOCH 3 - PROGRESS: at 34.54% examples, 673207 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:28,241 : INFO : EPOCH 3 - PROGRESS: at 34.87% examples, 673783 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:37:29,245 : INFO : EPOCH 3 - PROGRESS: at 35.23% examples, 674372 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:30,250 : INFO : EPOCH 3 - PROGRESS: at 35.60% examples, 674868 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:31,253 : INFO : EPOCH 3 - PROGRESS: at 35.98% examples, 675330 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:32,262 : INFO : EPOCH 3 - PROGRESS: at 36.30% examples, 675706 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:33,272 : INFO : EPOCH 3 - PROGRESS: at 36.63% examples, 676251 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:34,281 : INFO : EPOCH 3 - PROGRESS: at 36.98% examples, 676647 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:35,289 : INFO : EPOCH 3 - PROGRESS: at 37.33% examples, 677089 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:36,300 : INFO : EPOCH 3 - PROGRESS: at 37.69% examples, 677473 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:37,302 : INFO : EPOCH 3 - PROGRESS: at 38.05% examples, 677948 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:38,306 : INFO : EPOCH 3 - PROGRESS: at 38.41% examples, 678318 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:37:39,329 : INFO : EPOCH 3 - PROGRESS: at 38.77% examples, 678739 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:40,337 : INFO : EPOCH 3 - PROGRESS: at 39.11% examples, 679133 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:41,345 : INFO : EPOCH 3 - PROGRESS: at 39.47% examples, 679608 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:42,348 : INFO : EPOCH 3 - PROGRESS: at 39.83% examples, 680048 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:43,352 : INFO : EPOCH 3 - PROGRESS: at 40.16% examples, 680453 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:44,365 : INFO : EPOCH 3 - PROGRESS: at 40.52% examples, 680758 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:45,368 : INFO : EPOCH 3 - PROGRESS: at 40.86% examples, 681199 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:46,390 : INFO : EPOCH 3 - PROGRESS: at 41.23% examples, 681535 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:47,406 : INFO : EPOCH 3 - PROGRESS: at 41.58% examples, 681911 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:48,413 : INFO : EPOCH 3 - PROGRESS: at 41.93% examples, 682226 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:49,429 : INFO : EPOCH 3 - PROGRESS: at 42.27% examples, 682636 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:50,434 : INFO : EPOCH 3 - PROGRESS: at 42.64% examples, 683014 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:51,441 : INFO : EPOCH 3 - PROGRESS: at 42.99% examples, 683372 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:52,456 : INFO : EPOCH 3 - PROGRESS: at 43.35% examples, 683697 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:53,470 : INFO : EPOCH 3 - PROGRESS: at 43.70% examples, 684029 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:54,475 : INFO : EPOCH 3 - PROGRESS: at 44.07% examples, 684303 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:55,495 : INFO : EPOCH 3 - PROGRESS: at 44.45% examples, 684630 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:56,509 : INFO : EPOCH 3 - PROGRESS: at 44.81% examples, 684967 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:37:57,517 : INFO : EPOCH 3 - PROGRESS: at 45.18% examples, 685281 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:58,522 : INFO : EPOCH 3 - PROGRESS: at 45.55% examples, 685565 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:37:59,531 : INFO : EPOCH 3 - PROGRESS: at 45.90% examples, 685882 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:00,533 : INFO : EPOCH 3 - PROGRESS: at 46.25% examples, 686130 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:01,541 : INFO : EPOCH 3 - PROGRESS: at 46.59% examples, 686449 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:02,545 : INFO : EPOCH 3 - PROGRESS: at 46.95% examples, 686727 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:03,548 : INFO : EPOCH 3 - PROGRESS: at 47.30% examples, 686920 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:04,549 : INFO : EPOCH 3 - PROGRESS: at 47.66% examples, 687238 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:38:05,550 : INFO : EPOCH 3 - PROGRESS: at 48.01% examples, 687511 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:06,557 : INFO : EPOCH 3 - PROGRESS: at 48.36% examples, 687811 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:38:07,574 : INFO : EPOCH 3 - PROGRESS: at 48.70% examples, 688113 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:08,578 : INFO : EPOCH 3 - PROGRESS: at 49.06% examples, 688424 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:09,581 : INFO : EPOCH 3 - PROGRESS: at 49.41% examples, 688687 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:10,582 : INFO : EPOCH 3 - PROGRESS: at 49.80% examples, 688946 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:11,585 : INFO : EPOCH 3 - PROGRESS: at 50.16% examples, 689252 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:12,593 : INFO : EPOCH 3 - PROGRESS: at 50.53% examples, 689446 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:13,597 : INFO : EPOCH 3 - PROGRESS: at 50.89% examples, 689639 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:14,609 : INFO : EPOCH 3 - PROGRESS: at 51.28% examples, 689813 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:15,628 : INFO : EPOCH 3 - PROGRESS: at 51.63% examples, 690025 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:16,631 : INFO : EPOCH 3 - PROGRESS: at 51.98% examples, 690290 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:17,634 : INFO : EPOCH 3 - PROGRESS: at 52.35% examples, 690481 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:18,642 : INFO : EPOCH 3 - PROGRESS: at 52.68% examples, 690738 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:19,656 : INFO : EPOCH 3 - PROGRESS: at 53.08% examples, 690941 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:20,676 : INFO : EPOCH 3 - PROGRESS: at 53.43% examples, 691109 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:21,679 : INFO : EPOCH 3 - PROGRESS: at 53.76% examples, 691383 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:22,682 : INFO : EPOCH 3 - PROGRESS: at 54.10% examples, 691602 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:23,685 : INFO : EPOCH 3 - PROGRESS: at 54.47% examples, 691838 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:24,690 : INFO : EPOCH 3 - PROGRESS: at 54.80% examples, 691748 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:25,711 : INFO : EPOCH 3 - PROGRESS: at 55.14% examples, 691544 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:26,719 : INFO : EPOCH 3 - PROGRESS: at 55.49% examples, 691341 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:27,720 : INFO : EPOCH 3 - PROGRESS: at 55.80% examples, 691139 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:38:28,735 : INFO : EPOCH 3 - PROGRESS: at 56.12% examples, 690940 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:29,751 : INFO : EPOCH 3 - PROGRESS: at 56.44% examples, 690706 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:30,758 : INFO : EPOCH 3 - PROGRESS: at 56.78% examples, 690468 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:31,774 : INFO : EPOCH 3 - PROGRESS: at 57.11% examples, 690291 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:32,793 : INFO : EPOCH 3 - PROGRESS: at 57.47% examples, 690114 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:33,797 : INFO : EPOCH 3 - PROGRESS: at 57.78% examples, 689968 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:38:34,808 : INFO : EPOCH 3 - PROGRESS: at 58.11% examples, 689765 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:35,817 : INFO : EPOCH 3 - PROGRESS: at 58.42% examples, 689580 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:36,818 : INFO : EPOCH 3 - PROGRESS: at 58.74% examples, 689390 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:37,826 : INFO : EPOCH 3 - PROGRESS: at 59.05% examples, 689188 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:38,843 : INFO : EPOCH 3 - PROGRESS: at 59.38% examples, 688975 words/s, in_qsize 8, out_qsize 1
2020-07-24 06:38:39,844 : INFO : EPOCH 3 - PROGRESS: at 59.69% examples, 688880 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:40,848 : INFO : EPOCH 3 - PROGRESS: at 59.99% examples, 688713 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:41,854 : INFO : EPOCH 3 - PROGRESS: at 60.31% examples, 688571 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:42,865 : INFO : EPOCH 3 - PROGRESS: at 60.66% examples, 688366 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:38:43,871 : INFO : EPOCH 3 - PROGRESS: at 60.98% examples, 688227 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:44,896 : INFO : EPOCH 3 - PROGRESS: at 61.30% examples, 688087 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:45,903 : INFO : EPOCH 3 - PROGRESS: at 61.62% examples, 687979 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:46,911 : INFO : EPOCH 3 - PROGRESS: at 61.94% examples, 687831 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:47,941 : INFO : EPOCH 3 - PROGRESS: at 62.27% examples, 687673 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:48,943 : INFO : EPOCH 3 - PROGRESS: at 62.60% examples, 687565 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:49,948 : INFO : EPOCH 3 - PROGRESS: at 62.93% examples, 687444 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:50,953 : INFO : EPOCH 3 - PROGRESS: at 63.26% examples, 687299 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:38:51,954 : INFO : EPOCH 3 - PROGRESS: at 63.58% examples, 687136 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:52,956 : INFO : EPOCH 3 - PROGRESS: at 63.92% examples, 686941 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:53,971 : INFO : EPOCH 3 - PROGRESS: at 64.21% examples, 686808 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:54,974 : INFO : EPOCH 3 - PROGRESS: at 64.53% examples, 686714 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:55,976 : INFO : EPOCH 3 - PROGRESS: at 64.85% examples, 686570 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:56,978 : INFO : EPOCH 3 - PROGRESS: at 65.15% examples, 686475 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:57,982 : INFO : EPOCH 3 - PROGRESS: at 65.47% examples, 686356 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:38:58,995 : INFO : EPOCH 3 - PROGRESS: at 65.79% examples, 686209 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:00,015 : INFO : EPOCH 3 - PROGRESS: at 66.12% examples, 686058 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:39:01,016 : INFO : EPOCH 3 - PROGRESS: at 66.44% examples, 685947 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:02,019 : INFO : EPOCH 3 - PROGRESS: at 66.76% examples, 685814 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:03,020 : INFO : EPOCH 3 - PROGRESS: at 67.06% examples, 685692 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:39:04,021 : INFO : EPOCH 3 - PROGRESS: at 67.38% examples, 685550 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:39:05,033 : INFO : EPOCH 3 - PROGRESS: at 67.72% examples, 685496 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:06,035 : INFO : EPOCH 3 - PROGRESS: at 68.02% examples, 685360 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:07,035 : INFO : EPOCH 3 - PROGRESS: at 68.34% examples, 685267 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:08,041 : INFO : EPOCH 3 - PROGRESS: at 68.68% examples, 685111 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:09,042 : INFO : EPOCH 3 - PROGRESS: at 69.01% examples, 685013 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:10,052 : INFO : EPOCH 3 - PROGRESS: at 69.33% examples, 684891 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:11,063 : INFO : EPOCH 3 - PROGRESS: at 69.66% examples, 684782 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:12,066 : INFO : EPOCH 3 - PROGRESS: at 69.99% examples, 684635 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:13,074 : INFO : EPOCH 3 - PROGRESS: at 70.31% examples, 684510 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:14,079 : INFO : EPOCH 3 - PROGRESS: at 70.60% examples, 684428 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:15,080 : INFO : EPOCH 3 - PROGRESS: at 70.91% examples, 684317 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:16,082 : INFO : EPOCH 3 - PROGRESS: at 71.25% examples, 684235 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:17,088 : INFO : EPOCH 3 - PROGRESS: at 71.58% examples, 684096 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:18,094 : INFO : EPOCH 3 - PROGRESS: at 71.88% examples, 684041 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:19,104 : INFO : EPOCH 3 - PROGRESS: at 72.21% examples, 683899 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:20,109 : INFO : EPOCH 3 - PROGRESS: at 72.53% examples, 683765 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:21,116 : INFO : EPOCH 3 - PROGRESS: at 72.85% examples, 683687 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:22,118 : INFO : EPOCH 3 - PROGRESS: at 73.16% examples, 683571 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:23,123 : INFO : EPOCH 3 - PROGRESS: at 73.49% examples, 683461 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:24,138 : INFO : EPOCH 3 - PROGRESS: at 73.81% examples, 683380 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:25,162 : INFO : EPOCH 3 - PROGRESS: at 74.13% examples, 683291 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:26,171 : INFO : EPOCH 3 - PROGRESS: at 74.44% examples, 683244 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:27,172 : INFO : EPOCH 3 - PROGRESS: at 74.77% examples, 683146 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:28,173 : INFO : EPOCH 3 - PROGRESS: at 75.08% examples, 683015 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:29,181 : INFO : EPOCH 3 - PROGRESS: at 75.40% examples, 682926 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:30,194 : INFO : EPOCH 3 - PROGRESS: at 75.73% examples, 682784 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:31,200 : INFO : EPOCH 3 - PROGRESS: at 76.05% examples, 682694 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:32,215 : INFO : EPOCH 3 - PROGRESS: at 76.37% examples, 682546 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:39:33,226 : INFO : EPOCH 3 - PROGRESS: at 76.66% examples, 682479 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:34,232 : INFO : EPOCH 3 - PROGRESS: at 76.96% examples, 682393 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:35,240 : INFO : EPOCH 3 - PROGRESS: at 77.28% examples, 682297 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:36,244 : INFO : EPOCH 3 - PROGRESS: at 77.60% examples, 682234 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:37,251 : INFO : EPOCH 3 - PROGRESS: at 77.93% examples, 682078 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:39:38,262 : INFO : EPOCH 3 - PROGRESS: at 78.25% examples, 681978 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:39,268 : INFO : EPOCH 3 - PROGRESS: at 78.56% examples, 681791 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:40,284 : INFO : EPOCH 3 - PROGRESS: at 78.87% examples, 681542 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:41,294 : INFO : EPOCH 3 - PROGRESS: at 79.18% examples, 681333 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:42,316 : INFO : EPOCH 3 - PROGRESS: at 79.45% examples, 680874 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:43,319 : INFO : EPOCH 3 - PROGRESS: at 79.76% examples, 680734 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:44,339 : INFO : EPOCH 3 - PROGRESS: at 80.11% examples, 680881 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:45,349 : INFO : EPOCH 3 - PROGRESS: at 80.48% examples, 681070 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:46,357 : INFO : EPOCH 3 - PROGRESS: at 80.83% examples, 681262 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:47,364 : INFO : EPOCH 3 - PROGRESS: at 81.19% examples, 681443 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:48,364 : INFO : EPOCH 3 - PROGRESS: at 81.52% examples, 681653 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:49,369 : INFO : EPOCH 3 - PROGRESS: at 81.89% examples, 681814 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:50,377 : INFO : EPOCH 3 - PROGRESS: at 82.24% examples, 681993 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:51,390 : INFO : EPOCH 3 - PROGRESS: at 82.60% examples, 682155 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:52,395 : INFO : EPOCH 3 - PROGRESS: at 82.98% examples, 682302 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:53,396 : INFO : EPOCH 3 - PROGRESS: at 83.33% examples, 682483 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:54,397 : INFO : EPOCH 3 - PROGRESS: at 83.67% examples, 682673 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:55,402 : INFO : EPOCH 3 - PROGRESS: at 84.03% examples, 682825 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:56,411 : INFO : EPOCH 3 - PROGRESS: at 84.38% examples, 682958 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:57,412 : INFO : EPOCH 3 - PROGRESS: at 84.74% examples, 683106 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:58,429 : INFO : EPOCH 3 - PROGRESS: at 85.10% examples, 683267 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:39:59,443 : INFO : EPOCH 3 - PROGRESS: at 85.49% examples, 683420 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:00,446 : INFO : EPOCH 3 - PROGRESS: at 85.84% examples, 683576 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:01,451 : INFO : EPOCH 3 - PROGRESS: at 86.22% examples, 683720 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:02,452 : INFO : EPOCH 3 - PROGRESS: at 86.59% examples, 683918 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:03,457 : INFO : EPOCH 3 - PROGRESS: at 86.93% examples, 684067 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:40:04,462 : INFO : EPOCH 3 - PROGRESS: at 87.27% examples, 684235 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:05,466 : INFO : EPOCH 3 - PROGRESS: at 87.62% examples, 684398 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:06,479 : INFO : EPOCH 3 - PROGRESS: at 88.00% examples, 684562 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:07,491 : INFO : EPOCH 3 - PROGRESS: at 88.38% examples, 684728 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:08,501 : INFO : EPOCH 3 - PROGRESS: at 88.76% examples, 684856 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:09,513 : INFO : EPOCH 3 - PROGRESS: at 89.12% examples, 685043 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:10,520 : INFO : EPOCH 3 - PROGRESS: at 89.49% examples, 685188 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:40:11,525 : INFO : EPOCH 3 - PROGRESS: at 89.83% examples, 685364 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:12,526 : INFO : EPOCH 3 - PROGRESS: at 90.19% examples, 685516 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:13,539 : INFO : EPOCH 3 - PROGRESS: at 90.53% examples, 685689 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:14,544 : INFO : EPOCH 3 - PROGRESS: at 90.88% examples, 685837 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:15,550 : INFO : EPOCH 3 - PROGRESS: at 91.21% examples, 685980 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:16,573 : INFO : EPOCH 3 - PROGRESS: at 91.56% examples, 686124 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:17,586 : INFO : EPOCH 3 - PROGRESS: at 91.92% examples, 686274 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:18,589 : INFO : EPOCH 3 - PROGRESS: at 92.28% examples, 686453 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:19,594 : INFO : EPOCH 3 - PROGRESS: at 92.64% examples, 686581 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:20,597 : INFO : EPOCH 3 - PROGRESS: at 93.01% examples, 686737 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:21,599 : INFO : EPOCH 3 - PROGRESS: at 93.36% examples, 686901 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:22,601 : INFO : EPOCH 3 - PROGRESS: at 93.71% examples, 687017 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:40:23,608 : INFO : EPOCH 3 - PROGRESS: at 94.04% examples, 687141 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:24,630 : INFO : EPOCH 3 - PROGRESS: at 94.43% examples, 687244 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:25,634 : INFO : EPOCH 3 - PROGRESS: at 94.76% examples, 687436 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:26,639 : INFO : EPOCH 3 - PROGRESS: at 95.12% examples, 687587 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:27,640 : INFO : EPOCH 3 - PROGRESS: at 95.49% examples, 687734 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:40:28,644 : INFO : EPOCH 3 - PROGRESS: at 95.83% examples, 687875 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:29,653 : INFO : EPOCH 3 - PROGRESS: at 96.20% examples, 687988 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:30,663 : INFO : EPOCH 3 - PROGRESS: at 96.56% examples, 688138 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:31,664 : INFO : EPOCH 3 - PROGRESS: at 96.92% examples, 688322 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:32,669 : INFO : EPOCH 3 - PROGRESS: at 97.29% examples, 688430 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:33,671 : INFO : EPOCH 3 - PROGRESS: at 97.64% examples, 688532 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:34,675 : INFO : EPOCH 3 - PROGRESS: at 97.99% examples, 688675 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:35,675 : INFO : EPOCH 3 - PROGRESS: at 98.34% examples, 688780 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:36,677 : INFO : EPOCH 3 - PROGRESS: at 98.72% examples, 688915 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:40:37,677 : INFO : EPOCH 3 - PROGRESS: at 99.07% examples, 689018 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:38,678 : INFO : EPOCH 3 - PROGRESS: at 99.41% examples, 689189 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:39,679 : INFO : EPOCH 3 - PROGRESS: at 99.76% examples, 689276 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:40,370 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 06:40:40,376 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 06:40:40,389 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 06:40:40,396 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 06:40:40,397 : INFO : EPOCH - 3 : training on 265101461 raw words (206123209 effective words) took 299.0s, 689385 effective words/s
2020-07-24 06:40:41,418 : INFO : EPOCH 4 - PROGRESS: at 0.34% examples, 686760 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:42,421 : INFO : EPOCH 4 - PROGRESS: at 0.70% examples, 704664 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:43,424 : INFO : EPOCH 4 - PROGRESS: at 1.07% examples, 708980 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:44,429 : INFO : EPOCH 4 - PROGRESS: at 1.43% examples, 711749 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:45,447 : INFO : EPOCH 4 - PROGRESS: at 1.80% examples, 714555 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:46,448 : INFO : EPOCH 4 - PROGRESS: at 2.16% examples, 717426 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:47,449 : INFO : EPOCH 4 - PROGRESS: at 2.50% examples, 719052 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:40:48,453 : INFO : EPOCH 4 - PROGRESS: at 2.86% examples, 719817 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:49,457 : INFO : EPOCH 4 - PROGRESS: at 3.21% examples, 720499 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:50,486 : INFO : EPOCH 4 - PROGRESS: at 3.58% examples, 720484 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:51,499 : INFO : EPOCH 4 - PROGRESS: at 3.93% examples, 721303 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:52,499 : INFO : EPOCH 4 - PROGRESS: at 4.31% examples, 721786 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:53,514 : INFO : EPOCH 4 - PROGRESS: at 4.67% examples, 721884 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:54,515 : INFO : EPOCH 4 - PROGRESS: at 5.02% examples, 722536 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:55,519 : INFO : EPOCH 4 - PROGRESS: at 5.38% examples, 723278 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:56,525 : INFO : EPOCH 4 - PROGRESS: at 5.75% examples, 723528 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:57,527 : INFO : EPOCH 4 - PROGRESS: at 6.10% examples, 724064 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:58,544 : INFO : EPOCH 4 - PROGRESS: at 6.46% examples, 723888 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:40:59,554 : INFO : EPOCH 4 - PROGRESS: at 6.83% examples, 724460 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:00,557 : INFO : EPOCH 4 - PROGRESS: at 7.16% examples, 724287 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:01,557 : INFO : EPOCH 4 - PROGRESS: at 7.51% examples, 724333 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:02,573 : INFO : EPOCH 4 - PROGRESS: at 7.87% examples, 724696 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:03,580 : INFO : EPOCH 4 - PROGRESS: at 8.23% examples, 725125 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:04,583 : INFO : EPOCH 4 - PROGRESS: at 8.59% examples, 725267 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:05,591 : INFO : EPOCH 4 - PROGRESS: at 8.92% examples, 725299 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:06,604 : INFO : EPOCH 4 - PROGRESS: at 9.27% examples, 725641 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:07,609 : INFO : EPOCH 4 - PROGRESS: at 9.64% examples, 725581 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:08,618 : INFO : EPOCH 4 - PROGRESS: at 10.00% examples, 725751 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:09,622 : INFO : EPOCH 4 - PROGRESS: at 10.36% examples, 725618 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:10,625 : INFO : EPOCH 4 - PROGRESS: at 10.73% examples, 725953 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:11,643 : INFO : EPOCH 4 - PROGRESS: at 11.09% examples, 725881 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:12,647 : INFO : EPOCH 4 - PROGRESS: at 11.48% examples, 726029 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:13,655 : INFO : EPOCH 4 - PROGRESS: at 11.86% examples, 725657 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:14,681 : INFO : EPOCH 4 - PROGRESS: at 12.21% examples, 725915 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:15,685 : INFO : EPOCH 4 - PROGRESS: at 12.59% examples, 726254 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:16,699 : INFO : EPOCH 4 - PROGRESS: at 12.92% examples, 726418 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:17,701 : INFO : EPOCH 4 - PROGRESS: at 13.30% examples, 726275 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:18,702 : INFO : EPOCH 4 - PROGRESS: at 13.64% examples, 726632 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:19,717 : INFO : EPOCH 4 - PROGRESS: at 13.99% examples, 726635 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:20,725 : INFO : EPOCH 4 - PROGRESS: at 14.33% examples, 726864 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:21,729 : INFO : EPOCH 4 - PROGRESS: at 14.71% examples, 726692 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:22,731 : INFO : EPOCH 4 - PROGRESS: at 15.08% examples, 726943 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:23,733 : INFO : EPOCH 4 - PROGRESS: at 15.44% examples, 726954 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:24,738 : INFO : EPOCH 4 - PROGRESS: at 15.83% examples, 727040 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:41:25,752 : INFO : EPOCH 4 - PROGRESS: at 16.16% examples, 726853 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:26,760 : INFO : EPOCH 4 - PROGRESS: at 16.53% examples, 727011 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:27,761 : INFO : EPOCH 4 - PROGRESS: at 16.86% examples, 726896 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:28,766 : INFO : EPOCH 4 - PROGRESS: at 17.21% examples, 726838 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:29,773 : INFO : EPOCH 4 - PROGRESS: at 17.59% examples, 726897 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:30,776 : INFO : EPOCH 4 - PROGRESS: at 17.95% examples, 727112 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:31,783 : INFO : EPOCH 4 - PROGRESS: at 18.29% examples, 727285 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:32,788 : INFO : EPOCH 4 - PROGRESS: at 18.65% examples, 727274 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:41:33,808 : INFO : EPOCH 4 - PROGRESS: at 19.01% examples, 727275 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:34,810 : INFO : EPOCH 4 - PROGRESS: at 19.37% examples, 727446 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:35,815 : INFO : EPOCH 4 - PROGRESS: at 19.75% examples, 727316 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:36,818 : INFO : EPOCH 4 - PROGRESS: at 20.10% examples, 727520 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:37,819 : INFO : EPOCH 4 - PROGRESS: at 20.45% examples, 727544 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:38,827 : INFO : EPOCH 4 - PROGRESS: at 20.79% examples, 727515 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:39,829 : INFO : EPOCH 4 - PROGRESS: at 21.12% examples, 727581 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:40,833 : INFO : EPOCH 4 - PROGRESS: at 21.48% examples, 727806 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:41,844 : INFO : EPOCH 4 - PROGRESS: at 21.82% examples, 727788 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:42,853 : INFO : EPOCH 4 - PROGRESS: at 22.18% examples, 727783 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:43,854 : INFO : EPOCH 4 - PROGRESS: at 22.53% examples, 727905 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:44,861 : INFO : EPOCH 4 - PROGRESS: at 22.87% examples, 727895 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:41:45,863 : INFO : EPOCH 4 - PROGRESS: at 23.24% examples, 727931 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:46,868 : INFO : EPOCH 4 - PROGRESS: at 23.58% examples, 728088 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:47,870 : INFO : EPOCH 4 - PROGRESS: at 23.92% examples, 728140 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:48,874 : INFO : EPOCH 4 - PROGRESS: at 24.29% examples, 728156 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:49,876 : INFO : EPOCH 4 - PROGRESS: at 24.63% examples, 728199 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:50,889 : INFO : EPOCH 4 - PROGRESS: at 24.94% examples, 728325 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:51,893 : INFO : EPOCH 4 - PROGRESS: at 25.29% examples, 728266 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:52,894 : INFO : EPOCH 4 - PROGRESS: at 25.64% examples, 728332 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:53,920 : INFO : EPOCH 4 - PROGRESS: at 26.00% examples, 728214 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:54,937 : INFO : EPOCH 4 - PROGRESS: at 26.36% examples, 728258 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:55,948 : INFO : EPOCH 4 - PROGRESS: at 26.71% examples, 728141 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:56,953 : INFO : EPOCH 4 - PROGRESS: at 27.06% examples, 728105 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:57,957 : INFO : EPOCH 4 - PROGRESS: at 27.42% examples, 728115 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:58,972 : INFO : EPOCH 4 - PROGRESS: at 27.78% examples, 728090 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:41:59,973 : INFO : EPOCH 4 - PROGRESS: at 28.12% examples, 728260 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:00,982 : INFO : EPOCH 4 - PROGRESS: at 28.47% examples, 728338 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:01,990 : INFO : EPOCH 4 - PROGRESS: at 28.84% examples, 728344 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:02,999 : INFO : EPOCH 4 - PROGRESS: at 29.20% examples, 728350 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:04,002 : INFO : EPOCH 4 - PROGRESS: at 29.55% examples, 728323 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:05,009 : INFO : EPOCH 4 - PROGRESS: at 29.92% examples, 728342 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:06,034 : INFO : EPOCH 4 - PROGRESS: at 30.29% examples, 728222 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:07,050 : INFO : EPOCH 4 - PROGRESS: at 30.64% examples, 728397 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:08,062 : INFO : EPOCH 4 - PROGRESS: at 31.00% examples, 728362 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:09,070 : INFO : EPOCH 4 - PROGRESS: at 31.35% examples, 728355 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:10,080 : INFO : EPOCH 4 - PROGRESS: at 31.69% examples, 728433 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:11,102 : INFO : EPOCH 4 - PROGRESS: at 32.06% examples, 728415 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:12,107 : INFO : EPOCH 4 - PROGRESS: at 32.41% examples, 728413 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:13,111 : INFO : EPOCH 4 - PROGRESS: at 32.77% examples, 728466 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:14,113 : INFO : EPOCH 4 - PROGRESS: at 33.12% examples, 728396 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:15,127 : INFO : EPOCH 4 - PROGRESS: at 33.47% examples, 728354 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:16,129 : INFO : EPOCH 4 - PROGRESS: at 33.82% examples, 728493 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:17,131 : INFO : EPOCH 4 - PROGRESS: at 34.15% examples, 728367 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:18,139 : INFO : EPOCH 4 - PROGRESS: at 34.52% examples, 728294 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:19,147 : INFO : EPOCH 4 - PROGRESS: at 34.83% examples, 728294 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:20,158 : INFO : EPOCH 4 - PROGRESS: at 35.17% examples, 727970 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:21,163 : INFO : EPOCH 4 - PROGRESS: at 35.52% examples, 727642 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:42:22,165 : INFO : EPOCH 4 - PROGRESS: at 35.87% examples, 726949 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:23,181 : INFO : EPOCH 4 - PROGRESS: at 36.15% examples, 725643 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:24,187 : INFO : EPOCH 4 - PROGRESS: at 36.47% examples, 725721 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:25,194 : INFO : EPOCH 4 - PROGRESS: at 36.83% examples, 725807 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:26,206 : INFO : EPOCH 4 - PROGRESS: at 37.18% examples, 725828 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:27,209 : INFO : EPOCH 4 - PROGRESS: at 37.54% examples, 725901 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:28,211 : INFO : EPOCH 4 - PROGRESS: at 37.88% examples, 725898 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:29,222 : INFO : EPOCH 4 - PROGRESS: at 38.26% examples, 725868 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:30,236 : INFO : EPOCH 4 - PROGRESS: at 38.62% examples, 725906 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:31,249 : INFO : EPOCH 4 - PROGRESS: at 38.97% examples, 725870 words/s, in_qsize 8, out_qsize 1
2020-07-24 06:42:32,265 : INFO : EPOCH 4 - PROGRESS: at 39.33% examples, 725893 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:33,266 : INFO : EPOCH 4 - PROGRESS: at 39.67% examples, 726026 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:42:34,267 : INFO : EPOCH 4 - PROGRESS: at 40.02% examples, 725951 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:35,267 : INFO : EPOCH 4 - PROGRESS: at 40.38% examples, 726069 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:36,268 : INFO : EPOCH 4 - PROGRESS: at 40.73% examples, 726031 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:37,278 : INFO : EPOCH 4 - PROGRESS: at 41.07% examples, 726054 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:38,278 : INFO : EPOCH 4 - PROGRESS: at 41.43% examples, 725999 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:39,290 : INFO : EPOCH 4 - PROGRESS: at 41.76% examples, 725994 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:42:40,293 : INFO : EPOCH 4 - PROGRESS: at 42.12% examples, 726069 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:41,307 : INFO : EPOCH 4 - PROGRESS: at 42.47% examples, 726036 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:42,316 : INFO : EPOCH 4 - PROGRESS: at 42.83% examples, 726046 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:43,323 : INFO : EPOCH 4 - PROGRESS: at 43.17% examples, 726027 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:44,326 : INFO : EPOCH 4 - PROGRESS: at 43.53% examples, 726098 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:42:45,334 : INFO : EPOCH 4 - PROGRESS: at 43.91% examples, 726029 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:46,344 : INFO : EPOCH 4 - PROGRESS: at 44.28% examples, 726035 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:47,348 : INFO : EPOCH 4 - PROGRESS: at 44.63% examples, 726034 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:48,356 : INFO : EPOCH 4 - PROGRESS: at 44.98% examples, 726059 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:49,369 : INFO : EPOCH 4 - PROGRESS: at 45.36% examples, 726019 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:50,369 : INFO : EPOCH 4 - PROGRESS: at 45.70% examples, 726068 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:51,380 : INFO : EPOCH 4 - PROGRESS: at 46.08% examples, 726042 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:42:52,385 : INFO : EPOCH 4 - PROGRESS: at 46.42% examples, 726213 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:53,396 : INFO : EPOCH 4 - PROGRESS: at 46.78% examples, 726141 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:54,405 : INFO : EPOCH 4 - PROGRESS: at 47.14% examples, 726153 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:55,423 : INFO : EPOCH 4 - PROGRESS: at 47.50% examples, 726166 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:56,428 : INFO : EPOCH 4 - PROGRESS: at 47.86% examples, 726215 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:57,441 : INFO : EPOCH 4 - PROGRESS: at 48.21% examples, 726317 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:58,445 : INFO : EPOCH 4 - PROGRESS: at 48.57% examples, 726401 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:42:59,446 : INFO : EPOCH 4 - PROGRESS: at 48.90% examples, 726426 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:00,457 : INFO : EPOCH 4 - PROGRESS: at 49.27% examples, 726406 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:01,463 : INFO : EPOCH 4 - PROGRESS: at 49.65% examples, 726476 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:02,485 : INFO : EPOCH 4 - PROGRESS: at 50.02% examples, 726484 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:03,495 : INFO : EPOCH 4 - PROGRESS: at 50.39% examples, 726471 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:04,504 : INFO : EPOCH 4 - PROGRESS: at 50.76% examples, 726431 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:05,518 : INFO : EPOCH 4 - PROGRESS: at 51.14% examples, 726457 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:06,534 : INFO : EPOCH 4 - PROGRESS: at 51.50% examples, 726466 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:07,542 : INFO : EPOCH 4 - PROGRESS: at 51.87% examples, 726525 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:08,556 : INFO : EPOCH 4 - PROGRESS: at 52.22% examples, 726564 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:09,563 : INFO : EPOCH 4 - PROGRESS: at 52.57% examples, 726602 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:10,585 : INFO : EPOCH 4 - PROGRESS: at 52.96% examples, 726530 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:11,595 : INFO : EPOCH 4 - PROGRESS: at 53.31% examples, 726583 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:12,607 : INFO : EPOCH 4 - PROGRESS: at 53.67% examples, 726646 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:43:13,612 : INFO : EPOCH 4 - PROGRESS: at 54.00% examples, 726679 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:14,620 : INFO : EPOCH 4 - PROGRESS: at 54.36% examples, 726681 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:15,626 : INFO : EPOCH 4 - PROGRESS: at 54.73% examples, 726665 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:16,636 : INFO : EPOCH 4 - PROGRESS: at 55.09% examples, 726713 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:17,648 : INFO : EPOCH 4 - PROGRESS: at 55.48% examples, 726655 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:43:18,657 : INFO : EPOCH 4 - PROGRESS: at 55.82% examples, 726697 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:19,660 : INFO : EPOCH 4 - PROGRESS: at 56.17% examples, 726729 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:20,667 : INFO : EPOCH 4 - PROGRESS: at 56.55% examples, 726741 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:21,672 : INFO : EPOCH 4 - PROGRESS: at 56.91% examples, 726714 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:22,688 : INFO : EPOCH 4 - PROGRESS: at 57.28% examples, 726699 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:23,699 : INFO : EPOCH 4 - PROGRESS: at 57.66% examples, 726720 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:24,708 : INFO : EPOCH 4 - PROGRESS: at 58.01% examples, 726694 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:25,715 : INFO : EPOCH 4 - PROGRESS: at 58.35% examples, 726781 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:26,721 : INFO : EPOCH 4 - PROGRESS: at 58.72% examples, 726808 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:27,722 : INFO : EPOCH 4 - PROGRESS: at 59.06% examples, 726829 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:28,733 : INFO : EPOCH 4 - PROGRESS: at 59.43% examples, 726854 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:29,735 : INFO : EPOCH 4 - PROGRESS: at 59.76% examples, 726945 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:43:30,738 : INFO : EPOCH 4 - PROGRESS: at 60.11% examples, 726937 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:31,740 : INFO : EPOCH 4 - PROGRESS: at 60.46% examples, 726875 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:32,742 : INFO : EPOCH 4 - PROGRESS: at 60.83% examples, 726877 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:33,744 : INFO : EPOCH 4 - PROGRESS: at 61.18% examples, 726916 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:34,761 : INFO : EPOCH 4 - PROGRESS: at 61.53% examples, 726908 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:35,766 : INFO : EPOCH 4 - PROGRESS: at 61.89% examples, 726952 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:36,774 : INFO : EPOCH 4 - PROGRESS: at 62.23% examples, 726984 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:37,784 : INFO : EPOCH 4 - PROGRESS: at 62.60% examples, 726982 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:38,796 : INFO : EPOCH 4 - PROGRESS: at 62.98% examples, 727034 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:43:39,802 : INFO : EPOCH 4 - PROGRESS: at 63.35% examples, 727052 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:40,811 : INFO : EPOCH 4 - PROGRESS: at 63.70% examples, 726992 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:41,819 : INFO : EPOCH 4 - PROGRESS: at 64.06% examples, 727093 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:42,822 : INFO : EPOCH 4 - PROGRESS: at 64.39% examples, 727133 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:43:43,846 : INFO : EPOCH 4 - PROGRESS: at 64.75% examples, 727130 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:44,857 : INFO : EPOCH 4 - PROGRESS: at 65.10% examples, 727194 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:45,866 : INFO : EPOCH 4 - PROGRESS: at 65.44% examples, 727184 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:46,870 : INFO : EPOCH 4 - PROGRESS: at 65.79% examples, 727233 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:47,875 : INFO : EPOCH 4 - PROGRESS: at 66.16% examples, 727248 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:48,889 : INFO : EPOCH 4 - PROGRESS: at 66.51% examples, 727266 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:43:49,903 : INFO : EPOCH 4 - PROGRESS: at 66.86% examples, 727305 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:50,906 : INFO : EPOCH 4 - PROGRESS: at 67.23% examples, 727363 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:51,910 : INFO : EPOCH 4 - PROGRESS: at 67.57% examples, 727379 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:52,934 : INFO : EPOCH 4 - PROGRESS: at 67.93% examples, 727406 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:53,936 : INFO : EPOCH 4 - PROGRESS: at 68.29% examples, 727426 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:54,937 : INFO : EPOCH 4 - PROGRESS: at 68.66% examples, 727453 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:55,939 : INFO : EPOCH 4 - PROGRESS: at 69.02% examples, 727456 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:56,939 : INFO : EPOCH 4 - PROGRESS: at 69.37% examples, 727500 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:57,943 : INFO : EPOCH 4 - PROGRESS: at 69.74% examples, 727510 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:58,951 : INFO : EPOCH 4 - PROGRESS: at 70.09% examples, 727443 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:43:59,963 : INFO : EPOCH 4 - PROGRESS: at 70.42% examples, 727476 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:44:00,995 : INFO : EPOCH 4 - PROGRESS: at 70.76% examples, 727437 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:44:02,006 : INFO : EPOCH 4 - PROGRESS: at 71.14% examples, 727502 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:03,008 : INFO : EPOCH 4 - PROGRESS: at 71.50% examples, 727556 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:04,013 : INFO : EPOCH 4 - PROGRESS: at 71.84% examples, 727567 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:05,020 : INFO : EPOCH 4 - PROGRESS: at 72.21% examples, 727594 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:06,022 : INFO : EPOCH 4 - PROGRESS: at 72.56% examples, 727596 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:07,023 : INFO : EPOCH 4 - PROGRESS: at 72.91% examples, 727620 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:08,032 : INFO : EPOCH 4 - PROGRESS: at 73.26% examples, 727585 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:09,037 : INFO : EPOCH 4 - PROGRESS: at 73.62% examples, 727570 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:10,044 : INFO : EPOCH 4 - PROGRESS: at 73.96% examples, 727557 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:11,046 : INFO : EPOCH 4 - PROGRESS: at 74.29% examples, 727592 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:12,047 : INFO : EPOCH 4 - PROGRESS: at 74.64% examples, 727618 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:13,050 : INFO : EPOCH 4 - PROGRESS: at 75.00% examples, 727595 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:14,051 : INFO : EPOCH 4 - PROGRESS: at 75.35% examples, 727534 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:15,054 : INFO : EPOCH 4 - PROGRESS: at 75.72% examples, 727569 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:44:16,067 : INFO : EPOCH 4 - PROGRESS: at 76.06% examples, 727604 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:17,074 : INFO : EPOCH 4 - PROGRESS: at 76.42% examples, 727619 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:18,075 : INFO : EPOCH 4 - PROGRESS: at 76.75% examples, 727628 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:19,076 : INFO : EPOCH 4 - PROGRESS: at 77.04% examples, 727430 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:20,085 : INFO : EPOCH 4 - PROGRESS: at 77.37% examples, 727103 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:21,095 : INFO : EPOCH 4 - PROGRESS: at 77.68% examples, 726765 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:22,106 : INFO : EPOCH 4 - PROGRESS: at 78.03% examples, 726501 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:23,106 : INFO : EPOCH 4 - PROGRESS: at 78.35% examples, 726195 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:24,118 : INFO : EPOCH 4 - PROGRESS: at 78.67% examples, 725890 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:25,126 : INFO : EPOCH 4 - PROGRESS: at 79.00% examples, 725582 words/s, in_qsize 8, out_qsize 1
2020-07-24 06:44:26,131 : INFO : EPOCH 4 - PROGRESS: at 79.31% examples, 725293 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:27,140 : INFO : EPOCH 4 - PROGRESS: at 79.63% examples, 725008 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:44:28,141 : INFO : EPOCH 4 - PROGRESS: at 79.95% examples, 724734 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:29,150 : INFO : EPOCH 4 - PROGRESS: at 80.27% examples, 724457 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:30,154 : INFO : EPOCH 4 - PROGRESS: at 80.60% examples, 724228 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:44:31,158 : INFO : EPOCH 4 - PROGRESS: at 80.92% examples, 723943 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:32,163 : INFO : EPOCH 4 - PROGRESS: at 81.24% examples, 723669 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:33,183 : INFO : EPOCH 4 - PROGRESS: at 81.56% examples, 723423 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:34,198 : INFO : EPOCH 4 - PROGRESS: at 81.89% examples, 723125 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:35,212 : INFO : EPOCH 4 - PROGRESS: at 82.22% examples, 722893 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:36,231 : INFO : EPOCH 4 - PROGRESS: at 82.54% examples, 722608 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:37,238 : INFO : EPOCH 4 - PROGRESS: at 82.89% examples, 722335 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:38,243 : INFO : EPOCH 4 - PROGRESS: at 83.21% examples, 722031 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:39,256 : INFO : EPOCH 4 - PROGRESS: at 83.53% examples, 721760 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:40,266 : INFO : EPOCH 4 - PROGRESS: at 83.86% examples, 721514 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:41,269 : INFO : EPOCH 4 - PROGRESS: at 84.19% examples, 721284 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:42,277 : INFO : EPOCH 4 - PROGRESS: at 84.50% examples, 721020 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:43,277 : INFO : EPOCH 4 - PROGRESS: at 84.84% examples, 720756 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:44,283 : INFO : EPOCH 4 - PROGRESS: at 85.16% examples, 720523 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:45,287 : INFO : EPOCH 4 - PROGRESS: at 85.50% examples, 720227 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:46,287 : INFO : EPOCH 4 - PROGRESS: at 85.82% examples, 719983 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:47,291 : INFO : EPOCH 4 - PROGRESS: at 86.16% examples, 719651 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:48,291 : INFO : EPOCH 4 - PROGRESS: at 86.49% examples, 719436 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:49,301 : INFO : EPOCH 4 - PROGRESS: at 86.82% examples, 719198 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:50,306 : INFO : EPOCH 4 - PROGRESS: at 87.10% examples, 718961 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:51,311 : INFO : EPOCH 4 - PROGRESS: at 87.44% examples, 718721 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:52,314 : INFO : EPOCH 4 - PROGRESS: at 87.75% examples, 718481 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:53,340 : INFO : EPOCH 4 - PROGRESS: at 88.11% examples, 718208 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:54,344 : INFO : EPOCH 4 - PROGRESS: at 88.46% examples, 717998 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:55,350 : INFO : EPOCH 4 - PROGRESS: at 88.79% examples, 717728 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:44:56,366 : INFO : EPOCH 4 - PROGRESS: at 89.12% examples, 717528 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:44:57,391 : INFO : EPOCH 4 - PROGRESS: at 89.45% examples, 717266 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:44:58,404 : INFO : EPOCH 4 - PROGRESS: at 89.76% examples, 717042 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:44:59,414 : INFO : EPOCH 4 - PROGRESS: at 90.08% examples, 716714 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:00,418 : INFO : EPOCH 4 - PROGRESS: at 90.38% examples, 716423 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:45:01,424 : INFO : EPOCH 4 - PROGRESS: at 90.69% examples, 716066 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:02,436 : INFO : EPOCH 4 - PROGRESS: at 90.95% examples, 715538 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:03,437 : INFO : EPOCH 4 - PROGRESS: at 91.26% examples, 715391 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:04,445 : INFO : EPOCH 4 - PROGRESS: at 91.62% examples, 715451 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:05,463 : INFO : EPOCH 4 - PROGRESS: at 91.97% examples, 715495 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:06,463 : INFO : EPOCH 4 - PROGRESS: at 92.33% examples, 715536 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:07,468 : INFO : EPOCH 4 - PROGRESS: at 92.69% examples, 715584 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:08,470 : INFO : EPOCH 4 - PROGRESS: at 93.07% examples, 715647 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:09,476 : INFO : EPOCH 4 - PROGRESS: at 93.42% examples, 715690 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:10,480 : INFO : EPOCH 4 - PROGRESS: at 93.77% examples, 715684 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:11,484 : INFO : EPOCH 4 - PROGRESS: at 94.11% examples, 715791 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:12,485 : INFO : EPOCH 4 - PROGRESS: at 94.47% examples, 715832 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:13,488 : INFO : EPOCH 4 - PROGRESS: at 94.82% examples, 715925 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:14,500 : INFO : EPOCH 4 - PROGRESS: at 95.18% examples, 715983 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:15,504 : INFO : EPOCH 4 - PROGRESS: at 95.56% examples, 716047 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:45:16,529 : INFO : EPOCH 4 - PROGRESS: at 95.91% examples, 716067 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:17,536 : INFO : EPOCH 4 - PROGRESS: at 96.28% examples, 716097 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:18,549 : INFO : EPOCH 4 - PROGRESS: at 96.63% examples, 716193 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:19,553 : INFO : EPOCH 4 - PROGRESS: at 97.01% examples, 716242 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:20,562 : INFO : EPOCH 4 - PROGRESS: at 97.37% examples, 716287 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:21,567 : INFO : EPOCH 4 - PROGRESS: at 97.71% examples, 716340 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:22,574 : INFO : EPOCH 4 - PROGRESS: at 98.10% examples, 716368 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:23,580 : INFO : EPOCH 4 - PROGRESS: at 98.45% examples, 716443 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:24,587 : INFO : EPOCH 4 - PROGRESS: at 98.82% examples, 716474 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:25,595 : INFO : EPOCH 4 - PROGRESS: at 99.18% examples, 716542 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:26,617 : INFO : EPOCH 4 - PROGRESS: at 99.52% examples, 716579 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:27,619 : INFO : EPOCH 4 - PROGRESS: at 99.87% examples, 716659 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:27,973 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 06:45:27,976 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 06:45:27,988 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 06:45:27,993 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 06:45:27,994 : INFO : EPOCH - 4 : training on 265101461 raw words (206116269 effective words) took 287.6s, 716696 effective words/s
2020-07-24 06:45:28,998 : INFO : EPOCH 5 - PROGRESS: at 0.34% examples, 698899 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:30,003 : INFO : EPOCH 5 - PROGRESS: at 0.70% examples, 705527 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:45:31,007 : INFO : EPOCH 5 - PROGRESS: at 1.07% examples, 711921 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:32,014 : INFO : EPOCH 5 - PROGRESS: at 1.43% examples, 711761 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:33,017 : INFO : EPOCH 5 - PROGRESS: at 1.78% examples, 712513 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:45:34,022 : INFO : EPOCH 5 - PROGRESS: at 2.15% examples, 713074 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:35,038 : INFO : EPOCH 5 - PROGRESS: at 2.48% examples, 714415 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:36,039 : INFO : EPOCH 5 - PROGRESS: at 2.84% examples, 716698 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:37,044 : INFO : EPOCH 5 - PROGRESS: at 3.20% examples, 717653 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:38,056 : INFO : EPOCH 5 - PROGRESS: at 3.56% examples, 718376 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:39,062 : INFO : EPOCH 5 - PROGRESS: at 3.91% examples, 718683 words/s, in_qsize 6, out_qsize 2
2020-07-24 06:45:40,069 : INFO : EPOCH 5 - PROGRESS: at 4.28% examples, 719749 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:41,071 : INFO : EPOCH 5 - PROGRESS: at 4.66% examples, 719860 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:42,078 : INFO : EPOCH 5 - PROGRESS: at 5.00% examples, 720290 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:43,086 : INFO : EPOCH 5 - PROGRESS: at 5.35% examples, 720275 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:44,094 : INFO : EPOCH 5 - PROGRESS: at 5.71% examples, 720496 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:45,101 : INFO : EPOCH 5 - PROGRESS: at 6.07% examples, 720725 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:46,125 : INFO : EPOCH 5 - PROGRESS: at 6.43% examples, 721010 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:47,126 : INFO : EPOCH 5 - PROGRESS: at 6.79% examples, 721484 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:48,128 : INFO : EPOCH 5 - PROGRESS: at 7.13% examples, 721543 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:49,137 : INFO : EPOCH 5 - PROGRESS: at 7.47% examples, 721746 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:50,144 : INFO : EPOCH 5 - PROGRESS: at 7.83% examples, 721611 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:45:51,161 : INFO : EPOCH 5 - PROGRESS: at 8.19% examples, 721768 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:52,174 : INFO : EPOCH 5 - PROGRESS: at 8.54% examples, 721940 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:53,175 : INFO : EPOCH 5 - PROGRESS: at 8.88% examples, 722628 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:54,188 : INFO : EPOCH 5 - PROGRESS: at 9.23% examples, 722861 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:55,191 : INFO : EPOCH 5 - PROGRESS: at 9.60% examples, 722707 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:56,198 : INFO : EPOCH 5 - PROGRESS: at 9.96% examples, 722583 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:57,210 : INFO : EPOCH 5 - PROGRESS: at 10.32% examples, 722741 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:45:58,215 : INFO : EPOCH 5 - PROGRESS: at 10.69% examples, 722922 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:45:59,217 : INFO : EPOCH 5 - PROGRESS: at 11.04% examples, 722906 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:00,222 : INFO : EPOCH 5 - PROGRESS: at 11.43% examples, 722916 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:01,222 : INFO : EPOCH 5 - PROGRESS: at 11.80% examples, 723232 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:02,227 : INFO : EPOCH 5 - PROGRESS: at 12.15% examples, 723279 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:03,242 : INFO : EPOCH 5 - PROGRESS: at 12.51% examples, 723143 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:04,249 : INFO : EPOCH 5 - PROGRESS: at 12.86% examples, 723485 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:05,253 : INFO : EPOCH 5 - PROGRESS: at 13.25% examples, 723382 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:06,260 : INFO : EPOCH 5 - PROGRESS: at 13.58% examples, 723524 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:07,266 : INFO : EPOCH 5 - PROGRESS: at 13.93% examples, 723843 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:08,286 : INFO : EPOCH 5 - PROGRESS: at 14.26% examples, 723994 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:09,287 : INFO : EPOCH 5 - PROGRESS: at 14.65% examples, 724178 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:10,298 : INFO : EPOCH 5 - PROGRESS: at 15.01% examples, 724140 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:11,301 : INFO : EPOCH 5 - PROGRESS: at 15.37% examples, 724276 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:12,313 : INFO : EPOCH 5 - PROGRESS: at 15.76% examples, 724102 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:13,324 : INFO : EPOCH 5 - PROGRESS: at 16.09% examples, 724139 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:14,327 : INFO : EPOCH 5 - PROGRESS: at 16.44% examples, 723918 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:46:15,334 : INFO : EPOCH 5 - PROGRESS: at 16.79% examples, 724065 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:16,350 : INFO : EPOCH 5 - PROGRESS: at 17.13% examples, 723829 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:17,363 : INFO : EPOCH 5 - PROGRESS: at 17.51% examples, 723842 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:18,377 : INFO : EPOCH 5 - PROGRESS: at 17.88% examples, 723878 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:19,379 : INFO : EPOCH 5 - PROGRESS: at 18.20% examples, 723956 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:20,379 : INFO : EPOCH 5 - PROGRESS: at 18.56% examples, 723939 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:21,395 : INFO : EPOCH 5 - PROGRESS: at 18.92% examples, 723942 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:22,407 : INFO : EPOCH 5 - PROGRESS: at 19.28% examples, 723939 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:23,423 : INFO : EPOCH 5 - PROGRESS: at 19.66% examples, 723841 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:46:24,425 : INFO : EPOCH 5 - PROGRESS: at 20.00% examples, 723863 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:25,436 : INFO : EPOCH 5 - PROGRESS: at 20.33% examples, 723665 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:26,450 : INFO : EPOCH 5 - PROGRESS: at 20.70% examples, 723550 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:27,457 : INFO : EPOCH 5 - PROGRESS: at 21.02% examples, 723833 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:46:28,466 : INFO : EPOCH 5 - PROGRESS: at 21.38% examples, 723811 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:29,467 : INFO : EPOCH 5 - PROGRESS: at 21.71% examples, 723984 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:30,473 : INFO : EPOCH 5 - PROGRESS: at 22.08% examples, 723724 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:31,483 : INFO : EPOCH 5 - PROGRESS: at 22.41% examples, 723616 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:32,493 : INFO : EPOCH 5 - PROGRESS: at 22.77% examples, 723666 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:33,496 : INFO : EPOCH 5 - PROGRESS: at 23.11% examples, 723772 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:34,498 : INFO : EPOCH 5 - PROGRESS: at 23.45% examples, 723677 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:35,514 : INFO : EPOCH 5 - PROGRESS: at 23.81% examples, 723688 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:46:36,515 : INFO : EPOCH 5 - PROGRESS: at 24.16% examples, 723835 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:37,523 : INFO : EPOCH 5 - PROGRESS: at 24.49% examples, 723992 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:38,537 : INFO : EPOCH 5 - PROGRESS: at 24.83% examples, 723963 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:46:39,540 : INFO : EPOCH 5 - PROGRESS: at 25.17% examples, 723935 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:40,543 : INFO : EPOCH 5 - PROGRESS: at 25.50% examples, 724055 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:41,543 : INFO : EPOCH 5 - PROGRESS: at 25.85% examples, 724104 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:42,560 : INFO : EPOCH 5 - PROGRESS: at 26.20% examples, 724140 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:43,567 : INFO : EPOCH 5 - PROGRESS: at 26.56% examples, 724068 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:44,569 : INFO : EPOCH 5 - PROGRESS: at 26.92% examples, 724001 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:45,578 : INFO : EPOCH 5 - PROGRESS: at 27.27% examples, 723837 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:46,583 : INFO : EPOCH 5 - PROGRESS: at 27.59% examples, 723301 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:47,588 : INFO : EPOCH 5 - PROGRESS: at 27.91% examples, 722475 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:48,600 : INFO : EPOCH 5 - PROGRESS: at 28.23% examples, 721805 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:49,619 : INFO : EPOCH 5 - PROGRESS: at 28.55% examples, 721008 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:46:50,632 : INFO : EPOCH 5 - PROGRESS: at 28.87% examples, 720177 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:46:51,632 : INFO : EPOCH 5 - PROGRESS: at 29.20% examples, 719323 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:52,644 : INFO : EPOCH 5 - PROGRESS: at 29.53% examples, 718610 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:53,648 : INFO : EPOCH 5 - PROGRESS: at 29.85% examples, 717849 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:46:54,668 : INFO : EPOCH 5 - PROGRESS: at 30.17% examples, 717074 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:55,672 : INFO : EPOCH 5 - PROGRESS: at 30.48% examples, 716442 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:56,689 : INFO : EPOCH 5 - PROGRESS: at 30.81% examples, 715804 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:57,689 : INFO : EPOCH 5 - PROGRESS: at 31.13% examples, 715162 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:58,707 : INFO : EPOCH 5 - PROGRESS: at 31.45% examples, 714436 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:46:59,715 : INFO : EPOCH 5 - PROGRESS: at 31.77% examples, 713914 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:00,727 : INFO : EPOCH 5 - PROGRESS: at 32.09% examples, 713174 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:47:01,728 : INFO : EPOCH 5 - PROGRESS: at 32.41% examples, 712608 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:02,738 : INFO : EPOCH 5 - PROGRESS: at 32.72% examples, 712040 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:03,747 : INFO : EPOCH 5 - PROGRESS: at 33.05% examples, 711451 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:04,767 : INFO : EPOCH 5 - PROGRESS: at 33.35% examples, 710857 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:05,786 : INFO : EPOCH 5 - PROGRESS: at 33.68% examples, 710323 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:47:06,804 : INFO : EPOCH 5 - PROGRESS: at 34.00% examples, 709744 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:07,827 : INFO : EPOCH 5 - PROGRESS: at 34.31% examples, 709224 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:08,827 : INFO : EPOCH 5 - PROGRESS: at 34.64% examples, 708741 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:09,837 : INFO : EPOCH 5 - PROGRESS: at 34.94% examples, 708406 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:10,839 : INFO : EPOCH 5 - PROGRESS: at 35.25% examples, 707838 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:47:11,843 : INFO : EPOCH 5 - PROGRESS: at 35.60% examples, 707394 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:12,858 : INFO : EPOCH 5 - PROGRESS: at 35.94% examples, 706791 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:13,867 : INFO : EPOCH 5 - PROGRESS: at 36.23% examples, 706375 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:14,879 : INFO : EPOCH 5 - PROGRESS: at 36.53% examples, 705855 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:47:15,893 : INFO : EPOCH 5 - PROGRESS: at 36.85% examples, 705383 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:16,893 : INFO : EPOCH 5 - PROGRESS: at 37.17% examples, 704937 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:17,897 : INFO : EPOCH 5 - PROGRESS: at 37.49% examples, 704467 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:18,901 : INFO : EPOCH 5 - PROGRESS: at 37.80% examples, 703987 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:19,902 : INFO : EPOCH 5 - PROGRESS: at 38.13% examples, 703508 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:20,909 : INFO : EPOCH 5 - PROGRESS: at 38.45% examples, 703049 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:21,915 : INFO : EPOCH 5 - PROGRESS: at 38.78% examples, 702729 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:22,928 : INFO : EPOCH 5 - PROGRESS: at 39.09% examples, 702311 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:23,937 : INFO : EPOCH 5 - PROGRESS: at 39.40% examples, 701927 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:24,939 : INFO : EPOCH 5 - PROGRESS: at 39.72% examples, 701547 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:25,943 : INFO : EPOCH 5 - PROGRESS: at 40.03% examples, 701184 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:26,951 : INFO : EPOCH 5 - PROGRESS: at 40.35% examples, 700812 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:27,952 : INFO : EPOCH 5 - PROGRESS: at 40.68% examples, 700456 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:47:28,957 : INFO : EPOCH 5 - PROGRESS: at 40.98% examples, 700124 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:29,959 : INFO : EPOCH 5 - PROGRESS: at 41.30% examples, 699759 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:30,969 : INFO : EPOCH 5 - PROGRESS: at 41.61% examples, 699348 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:47:31,974 : INFO : EPOCH 5 - PROGRESS: at 41.93% examples, 698950 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:32,977 : INFO : EPOCH 5 - PROGRESS: at 42.23% examples, 698691 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:33,985 : INFO : EPOCH 5 - PROGRESS: at 42.57% examples, 698301 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:34,998 : INFO : EPOCH 5 - PROGRESS: at 42.88% examples, 697923 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:36,034 : INFO : EPOCH 5 - PROGRESS: at 43.20% examples, 697539 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:47:37,039 : INFO : EPOCH 5 - PROGRESS: at 43.53% examples, 697268 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:47:38,040 : INFO : EPOCH 5 - PROGRESS: at 43.85% examples, 696919 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:47:39,051 : INFO : EPOCH 5 - PROGRESS: at 44.17% examples, 696316 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:40,075 : INFO : EPOCH 5 - PROGRESS: at 44.49% examples, 695778 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:41,081 : INFO : EPOCH 5 - PROGRESS: at 44.79% examples, 695203 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:47:42,090 : INFO : EPOCH 5 - PROGRESS: at 45.08% examples, 694206 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:43,093 : INFO : EPOCH 5 - PROGRESS: at 45.40% examples, 693788 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:44,100 : INFO : EPOCH 5 - PROGRESS: at 45.74% examples, 693973 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:45,106 : INFO : EPOCH 5 - PROGRESS: at 46.12% examples, 694218 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:46,112 : INFO : EPOCH 5 - PROGRESS: at 46.45% examples, 694428 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:47,133 : INFO : EPOCH 5 - PROGRESS: at 46.81% examples, 694566 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:48,133 : INFO : EPOCH 5 - PROGRESS: at 47.17% examples, 694832 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:49,139 : INFO : EPOCH 5 - PROGRESS: at 47.53% examples, 695038 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:50,164 : INFO : EPOCH 5 - PROGRESS: at 47.89% examples, 695261 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:51,169 : INFO : EPOCH 5 - PROGRESS: at 48.23% examples, 695565 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:52,178 : INFO : EPOCH 5 - PROGRESS: at 48.58% examples, 695754 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:53,186 : INFO : EPOCH 5 - PROGRESS: at 48.92% examples, 695993 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:54,189 : INFO : EPOCH 5 - PROGRESS: at 49.28% examples, 696214 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:55,199 : INFO : EPOCH 5 - PROGRESS: at 49.66% examples, 696389 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:56,208 : INFO : EPOCH 5 - PROGRESS: at 50.03% examples, 696585 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:57,209 : INFO : EPOCH 5 - PROGRESS: at 50.40% examples, 696773 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:58,226 : INFO : EPOCH 5 - PROGRESS: at 50.76% examples, 696841 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:47:59,232 : INFO : EPOCH 5 - PROGRESS: at 51.13% examples, 696999 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:00,243 : INFO : EPOCH 5 - PROGRESS: at 51.48% examples, 697140 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:01,244 : INFO : EPOCH 5 - PROGRESS: at 51.85% examples, 697361 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:02,255 : INFO : EPOCH 5 - PROGRESS: at 52.19% examples, 697495 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:03,257 : INFO : EPOCH 5 - PROGRESS: at 52.55% examples, 697712 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:04,275 : INFO : EPOCH 5 - PROGRESS: at 52.93% examples, 697810 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:05,278 : INFO : EPOCH 5 - PROGRESS: at 53.28% examples, 697878 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:06,286 : INFO : EPOCH 5 - PROGRESS: at 53.58% examples, 697621 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:48:07,290 : INFO : EPOCH 5 - PROGRESS: at 53.89% examples, 697331 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:08,293 : INFO : EPOCH 5 - PROGRESS: at 54.20% examples, 697060 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:09,313 : INFO : EPOCH 5 - PROGRESS: at 54.54% examples, 696811 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:10,321 : INFO : EPOCH 5 - PROGRESS: at 54.86% examples, 696582 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:11,331 : INFO : EPOCH 5 - PROGRESS: at 55.20% examples, 696393 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:12,344 : INFO : EPOCH 5 - PROGRESS: at 55.53% examples, 696144 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:13,349 : INFO : EPOCH 5 - PROGRESS: at 55.84% examples, 695882 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:14,356 : INFO : EPOCH 5 - PROGRESS: at 56.17% examples, 695636 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:15,367 : INFO : EPOCH 5 - PROGRESS: at 56.50% examples, 695374 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:16,389 : INFO : EPOCH 5 - PROGRESS: at 56.84% examples, 695108 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:17,399 : INFO : EPOCH 5 - PROGRESS: at 57.16% examples, 694912 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:18,410 : INFO : EPOCH 5 - PROGRESS: at 57.51% examples, 694570 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:19,416 : INFO : EPOCH 5 - PROGRESS: at 57.82% examples, 694429 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:20,424 : INFO : EPOCH 5 - PROGRESS: at 58.15% examples, 694200 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:21,439 : INFO : EPOCH 5 - PROGRESS: at 58.47% examples, 694048 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:22,441 : INFO : EPOCH 5 - PROGRESS: at 58.80% examples, 693847 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:23,445 : INFO : EPOCH 5 - PROGRESS: at 59.10% examples, 693658 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:24,445 : INFO : EPOCH 5 - PROGRESS: at 59.43% examples, 693449 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:25,447 : INFO : EPOCH 5 - PROGRESS: at 59.72% examples, 693300 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:26,452 : INFO : EPOCH 5 - PROGRESS: at 60.03% examples, 693046 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:48:27,461 : INFO : EPOCH 5 - PROGRESS: at 60.35% examples, 692849 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:28,464 : INFO : EPOCH 5 - PROGRESS: at 60.70% examples, 692658 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:29,465 : INFO : EPOCH 5 - PROGRESS: at 61.02% examples, 692474 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:30,478 : INFO : EPOCH 5 - PROGRESS: at 61.32% examples, 692247 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:31,481 : INFO : EPOCH 5 - PROGRESS: at 61.64% examples, 692093 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:32,509 : INFO : EPOCH 5 - PROGRESS: at 61.97% examples, 691893 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:33,525 : INFO : EPOCH 5 - PROGRESS: at 62.30% examples, 691741 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:34,529 : INFO : EPOCH 5 - PROGRESS: at 62.62% examples, 691536 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:35,536 : INFO : EPOCH 5 - PROGRESS: at 62.96% examples, 691396 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:36,540 : INFO : EPOCH 5 - PROGRESS: at 63.28% examples, 691213 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:37,556 : INFO : EPOCH 5 - PROGRESS: at 63.61% examples, 690998 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:38,567 : INFO : EPOCH 5 - PROGRESS: at 63.95% examples, 690819 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:39,597 : INFO : EPOCH 5 - PROGRESS: at 64.23% examples, 690628 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:40,611 : INFO : EPOCH 5 - PROGRESS: at 64.57% examples, 690494 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:41,612 : INFO : EPOCH 5 - PROGRESS: at 64.88% examples, 690280 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:42,618 : INFO : EPOCH 5 - PROGRESS: at 65.18% examples, 690153 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:48:43,624 : INFO : EPOCH 5 - PROGRESS: at 65.49% examples, 690006 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:48:44,632 : INFO : EPOCH 5 - PROGRESS: at 65.81% examples, 689837 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:45,643 : INFO : EPOCH 5 - PROGRESS: at 66.14% examples, 689681 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:46,661 : INFO : EPOCH 5 - PROGRESS: at 66.46% examples, 689477 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:47,667 : INFO : EPOCH 5 - PROGRESS: at 66.79% examples, 689381 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:48,672 : INFO : EPOCH 5 - PROGRESS: at 67.09% examples, 689174 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:49,678 : INFO : EPOCH 5 - PROGRESS: at 67.41% examples, 689017 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:48:50,702 : INFO : EPOCH 5 - PROGRESS: at 67.74% examples, 688886 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:51,718 : INFO : EPOCH 5 - PROGRESS: at 68.05% examples, 688753 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:52,734 : INFO : EPOCH 5 - PROGRESS: at 68.38% examples, 688621 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:53,743 : INFO : EPOCH 5 - PROGRESS: at 68.72% examples, 688480 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:54,746 : INFO : EPOCH 5 - PROGRESS: at 69.05% examples, 688332 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:55,758 : INFO : EPOCH 5 - PROGRESS: at 69.37% examples, 688179 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:56,774 : INFO : EPOCH 5 - PROGRESS: at 69.70% examples, 687986 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:57,774 : INFO : EPOCH 5 - PROGRESS: at 70.02% examples, 687904 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:58,788 : INFO : EPOCH 5 - PROGRESS: at 70.33% examples, 687737 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:48:59,798 : INFO : EPOCH 5 - PROGRESS: at 70.62% examples, 687602 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:00,814 : INFO : EPOCH 5 - PROGRESS: at 70.94% examples, 687452 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:01,841 : INFO : EPOCH 5 - PROGRESS: at 71.28% examples, 687254 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:02,853 : INFO : EPOCH 5 - PROGRESS: at 71.62% examples, 687148 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:49:03,871 : INFO : EPOCH 5 - PROGRESS: at 71.91% examples, 687057 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:04,876 : INFO : EPOCH 5 - PROGRESS: at 72.26% examples, 686941 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:05,881 : INFO : EPOCH 5 - PROGRESS: at 72.56% examples, 686808 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:06,884 : INFO : EPOCH 5 - PROGRESS: at 72.89% examples, 686681 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:07,889 : INFO : EPOCH 5 - PROGRESS: at 73.20% examples, 686551 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:49:08,898 : INFO : EPOCH 5 - PROGRESS: at 73.53% examples, 686429 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:09,909 : INFO : EPOCH 5 - PROGRESS: at 73.84% examples, 686288 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:49:10,921 : INFO : EPOCH 5 - PROGRESS: at 74.16% examples, 686175 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:11,943 : INFO : EPOCH 5 - PROGRESS: at 74.47% examples, 686049 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:49:12,953 : INFO : EPOCH 5 - PROGRESS: at 74.81% examples, 685984 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:13,967 : INFO : EPOCH 5 - PROGRESS: at 75.12% examples, 685807 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:14,988 : INFO : EPOCH 5 - PROGRESS: at 75.44% examples, 685700 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:49:15,993 : INFO : EPOCH 5 - PROGRESS: at 75.77% examples, 685552 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:16,997 : INFO : EPOCH 5 - PROGRESS: at 76.09% examples, 685502 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:18,007 : INFO : EPOCH 5 - PROGRESS: at 76.41% examples, 685364 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:19,023 : INFO : EPOCH 5 - PROGRESS: at 76.71% examples, 685258 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:20,032 : INFO : EPOCH 5 - PROGRESS: at 77.01% examples, 685165 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:21,044 : INFO : EPOCH 5 - PROGRESS: at 77.32% examples, 685064 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:22,052 : INFO : EPOCH 5 - PROGRESS: at 77.65% examples, 684934 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:23,054 : INFO : EPOCH 5 - PROGRESS: at 77.98% examples, 684841 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:49:24,066 : INFO : EPOCH 5 - PROGRESS: at 78.30% examples, 684711 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:25,090 : INFO : EPOCH 5 - PROGRESS: at 78.63% examples, 684571 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:26,112 : INFO : EPOCH 5 - PROGRESS: at 78.95% examples, 684428 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:27,114 : INFO : EPOCH 5 - PROGRESS: at 79.26% examples, 684352 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:28,116 : INFO : EPOCH 5 - PROGRESS: at 79.58% examples, 684233 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:49:29,129 : INFO : EPOCH 5 - PROGRESS: at 79.90% examples, 684126 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:30,161 : INFO : EPOCH 5 - PROGRESS: at 80.22% examples, 684010 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:49:31,166 : INFO : EPOCH 5 - PROGRESS: at 80.56% examples, 683879 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:32,167 : INFO : EPOCH 5 - PROGRESS: at 80.87% examples, 683834 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:33,171 : INFO : EPOCH 5 - PROGRESS: at 81.20% examples, 683727 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:34,172 : INFO : EPOCH 5 - PROGRESS: at 81.49% examples, 683621 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:35,181 : INFO : EPOCH 5 - PROGRESS: at 81.83% examples, 683506 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:36,191 : INFO : EPOCH 5 - PROGRESS: at 82.16% examples, 683406 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:37,195 : INFO : EPOCH 5 - PROGRESS: at 82.47% examples, 683346 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:38,211 : INFO : EPOCH 5 - PROGRESS: at 82.81% examples, 683178 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:49:39,212 : INFO : EPOCH 5 - PROGRESS: at 83.13% examples, 683084 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:40,217 : INFO : EPOCH 5 - PROGRESS: at 83.46% examples, 682969 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:41,227 : INFO : EPOCH 5 - PROGRESS: at 83.78% examples, 682867 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:49:42,231 : INFO : EPOCH 5 - PROGRESS: at 84.11% examples, 682804 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:43,235 : INFO : EPOCH 5 - PROGRESS: at 84.43% examples, 682690 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:44,240 : INFO : EPOCH 5 - PROGRESS: at 84.75% examples, 682561 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:45,241 : INFO : EPOCH 5 - PROGRESS: at 85.07% examples, 682500 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:46,265 : INFO : EPOCH 5 - PROGRESS: at 85.41% examples, 682348 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:47,274 : INFO : EPOCH 5 - PROGRESS: at 85.75% examples, 682257 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:48,283 : INFO : EPOCH 5 - PROGRESS: at 86.10% examples, 682123 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:49:49,298 : INFO : EPOCH 5 - PROGRESS: at 86.43% examples, 681999 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:50,303 : INFO : EPOCH 5 - PROGRESS: at 86.75% examples, 681915 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:51,305 : INFO : EPOCH 5 - PROGRESS: at 87.04% examples, 681806 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:52,311 : INFO : EPOCH 5 - PROGRESS: at 87.36% examples, 681729 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:53,317 : INFO : EPOCH 5 - PROGRESS: at 87.68% examples, 681622 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:54,331 : INFO : EPOCH 5 - PROGRESS: at 88.02% examples, 681523 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:49:55,339 : INFO : EPOCH 5 - PROGRESS: at 88.37% examples, 681454 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:56,352 : INFO : EPOCH 5 - PROGRESS: at 88.71% examples, 681349 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:57,354 : INFO : EPOCH 5 - PROGRESS: at 89.05% examples, 681305 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:58,360 : INFO : EPOCH 5 - PROGRESS: at 89.38% examples, 681196 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:49:59,367 : INFO : EPOCH 5 - PROGRESS: at 89.67% examples, 681132 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:00,372 : INFO : EPOCH 5 - PROGRESS: at 90.00% examples, 681014 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:01,404 : INFO : EPOCH 5 - PROGRESS: at 90.32% examples, 680922 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:02,405 : INFO : EPOCH 5 - PROGRESS: at 90.65% examples, 680829 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:03,408 : INFO : EPOCH 5 - PROGRESS: at 90.95% examples, 680792 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:04,413 : INFO : EPOCH 5 - PROGRESS: at 91.25% examples, 680667 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:50:05,417 : INFO : EPOCH 5 - PROGRESS: at 91.56% examples, 680568 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:06,428 : INFO : EPOCH 5 - PROGRESS: at 91.89% examples, 680523 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:07,436 : INFO : EPOCH 5 - PROGRESS: at 92.21% examples, 680407 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:08,452 : INFO : EPOCH 5 - PROGRESS: at 92.53% examples, 680312 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:09,454 : INFO : EPOCH 5 - PROGRESS: at 92.87% examples, 680227 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:10,473 : INFO : EPOCH 5 - PROGRESS: at 93.20% examples, 680139 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:50:11,490 : INFO : EPOCH 5 - PROGRESS: at 93.52% examples, 680074 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:12,492 : INFO : EPOCH 5 - PROGRESS: at 93.83% examples, 679986 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:13,511 : INFO : EPOCH 5 - PROGRESS: at 94.14% examples, 679927 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:14,515 : INFO : EPOCH 5 - PROGRESS: at 94.48% examples, 679843 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:15,519 : INFO : EPOCH 5 - PROGRESS: at 94.79% examples, 679801 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:16,543 : INFO : EPOCH 5 - PROGRESS: at 95.12% examples, 679682 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:17,548 : INFO : EPOCH 5 - PROGRESS: at 95.46% examples, 679597 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:18,553 : INFO : EPOCH 5 - PROGRESS: at 95.77% examples, 679515 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:19,557 : INFO : EPOCH 5 - PROGRESS: at 96.07% examples, 679331 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:20,557 : INFO : EPOCH 5 - PROGRESS: at 96.39% examples, 679155 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:21,576 : INFO : EPOCH 5 - PROGRESS: at 96.69% examples, 678946 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:22,585 : INFO : EPOCH 5 - PROGRESS: at 96.98% examples, 678566 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:23,592 : INFO : EPOCH 5 - PROGRESS: at 97.31% examples, 678557 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:24,596 : INFO : EPOCH 5 - PROGRESS: at 97.66% examples, 678710 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:50:25,610 : INFO : EPOCH 5 - PROGRESS: at 98.02% examples, 678818 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:26,617 : INFO : EPOCH 5 - PROGRESS: at 98.38% examples, 678979 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:27,622 : INFO : EPOCH 5 - PROGRESS: at 98.76% examples, 679111 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:28,623 : INFO : EPOCH 5 - PROGRESS: at 99.10% examples, 679272 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:29,627 : INFO : EPOCH 5 - PROGRESS: at 99.44% examples, 679458 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:30,631 : INFO : EPOCH 5 - PROGRESS: at 99.78% examples, 679603 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:50:31,236 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 06:50:31,239 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 06:50:31,251 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 06:50:31,258 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 06:50:31,259 : INFO : EPOCH - 5 : training on 265101461 raw words (206126046 effective words) took 303.3s, 679699 effective words/s
2020-07-24 06:50:32,280 : INFO : EPOCH 6 - PROGRESS: at 0.35% examples, 716168 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:33,284 : INFO : EPOCH 6 - PROGRESS: at 0.71% examples, 712143 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:34,292 : INFO : EPOCH 6 - PROGRESS: at 1.05% examples, 693091 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:35,292 : INFO : EPOCH 6 - PROGRESS: at 1.37% examples, 683412 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:36,303 : INFO : EPOCH 6 - PROGRESS: at 1.71% examples, 680980 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:37,310 : INFO : EPOCH 6 - PROGRESS: at 2.04% examples, 676346 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:38,316 : INFO : EPOCH 6 - PROGRESS: at 2.36% examples, 674892 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:39,319 : INFO : EPOCH 6 - PROGRESS: at 2.68% examples, 672839 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:40,338 : INFO : EPOCH 6 - PROGRESS: at 3.00% examples, 669927 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:41,356 : INFO : EPOCH 6 - PROGRESS: at 3.33% examples, 669785 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:42,357 : INFO : EPOCH 6 - PROGRESS: at 3.66% examples, 669216 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:43,377 : INFO : EPOCH 6 - PROGRESS: at 3.97% examples, 668099 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:44,386 : INFO : EPOCH 6 - PROGRESS: at 4.32% examples, 667734 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:45,393 : INFO : EPOCH 6 - PROGRESS: at 4.66% examples, 666890 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:50:46,405 : INFO : EPOCH 6 - PROGRESS: at 4.98% examples, 666297 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:47,418 : INFO : EPOCH 6 - PROGRESS: at 5.29% examples, 665560 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:48,426 : INFO : EPOCH 6 - PROGRESS: at 5.62% examples, 665239 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:49,458 : INFO : EPOCH 6 - PROGRESS: at 5.96% examples, 665002 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:50,468 : INFO : EPOCH 6 - PROGRESS: at 6.27% examples, 665264 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:51,471 : INFO : EPOCH 6 - PROGRESS: at 6.61% examples, 664678 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:52,482 : INFO : EPOCH 6 - PROGRESS: at 6.93% examples, 664167 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:50:53,483 : INFO : EPOCH 6 - PROGRESS: at 7.25% examples, 664331 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:54,503 : INFO : EPOCH 6 - PROGRESS: at 7.56% examples, 664129 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:55,515 : INFO : EPOCH 6 - PROGRESS: at 7.89% examples, 664273 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:56,531 : INFO : EPOCH 6 - PROGRESS: at 8.21% examples, 664047 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:57,538 : INFO : EPOCH 6 - PROGRESS: at 8.54% examples, 664040 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:50:58,539 : INFO : EPOCH 6 - PROGRESS: at 8.85% examples, 663973 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:50:59,541 : INFO : EPOCH 6 - PROGRESS: at 9.16% examples, 664251 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:51:00,542 : INFO : EPOCH 6 - PROGRESS: at 9.50% examples, 664025 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:51:01,542 : INFO : EPOCH 6 - PROGRESS: at 9.81% examples, 663955 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:02,544 : INFO : EPOCH 6 - PROGRESS: at 10.14% examples, 664054 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:51:03,551 : INFO : EPOCH 6 - PROGRESS: at 10.48% examples, 663829 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:04,562 : INFO : EPOCH 6 - PROGRESS: at 10.81% examples, 663837 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:05,567 : INFO : EPOCH 6 - PROGRESS: at 11.13% examples, 663766 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:06,575 : INFO : EPOCH 6 - PROGRESS: at 11.49% examples, 663315 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:07,576 : INFO : EPOCH 6 - PROGRESS: at 11.83% examples, 663249 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:08,598 : INFO : EPOCH 6 - PROGRESS: at 12.15% examples, 663106 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:09,603 : INFO : EPOCH 6 - PROGRESS: at 12.48% examples, 663273 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:10,604 : INFO : EPOCH 6 - PROGRESS: at 12.80% examples, 663194 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:11,605 : INFO : EPOCH 6 - PROGRESS: at 13.13% examples, 663120 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:12,615 : INFO : EPOCH 6 - PROGRESS: at 13.46% examples, 663117 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:51:13,629 : INFO : EPOCH 6 - PROGRESS: at 13.77% examples, 663183 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:14,635 : INFO : EPOCH 6 - PROGRESS: at 14.08% examples, 663346 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:15,637 : INFO : EPOCH 6 - PROGRESS: at 14.41% examples, 663577 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:16,653 : INFO : EPOCH 6 - PROGRESS: at 14.75% examples, 663230 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:51:17,673 : INFO : EPOCH 6 - PROGRESS: at 15.09% examples, 663150 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:18,678 : INFO : EPOCH 6 - PROGRESS: at 15.41% examples, 663218 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:19,691 : INFO : EPOCH 6 - PROGRESS: at 15.77% examples, 663074 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:20,700 : INFO : EPOCH 6 - PROGRESS: at 16.07% examples, 663048 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:51:21,707 : INFO : EPOCH 6 - PROGRESS: at 16.39% examples, 663011 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:22,731 : INFO : EPOCH 6 - PROGRESS: at 16.71% examples, 662746 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:23,740 : INFO : EPOCH 6 - PROGRESS: at 17.01% examples, 662781 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:51:24,742 : INFO : EPOCH 6 - PROGRESS: at 17.36% examples, 662808 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:25,751 : INFO : EPOCH 6 - PROGRESS: at 17.70% examples, 662723 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:26,768 : INFO : EPOCH 6 - PROGRESS: at 18.02% examples, 662749 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:27,776 : INFO : EPOCH 6 - PROGRESS: at 18.34% examples, 662889 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:28,800 : INFO : EPOCH 6 - PROGRESS: at 18.67% examples, 662687 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:29,800 : INFO : EPOCH 6 - PROGRESS: at 18.99% examples, 662879 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:51:30,812 : INFO : EPOCH 6 - PROGRESS: at 19.32% examples, 662781 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:31,819 : INFO : EPOCH 6 - PROGRESS: at 19.67% examples, 662697 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:32,822 : INFO : EPOCH 6 - PROGRESS: at 19.98% examples, 662762 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:33,832 : INFO : EPOCH 6 - PROGRESS: at 20.29% examples, 662659 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:34,844 : INFO : EPOCH 6 - PROGRESS: at 20.62% examples, 662632 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:35,855 : INFO : EPOCH 6 - PROGRESS: at 20.92% examples, 662689 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:36,866 : INFO : EPOCH 6 - PROGRESS: at 21.22% examples, 662456 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:37,875 : INFO : EPOCH 6 - PROGRESS: at 21.54% examples, 662456 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:38,880 : INFO : EPOCH 6 - PROGRESS: at 21.88% examples, 662542 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:39,883 : INFO : EPOCH 6 - PROGRESS: at 22.19% examples, 662561 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:40,889 : INFO : EPOCH 6 - PROGRESS: at 22.50% examples, 662527 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:41,891 : INFO : EPOCH 6 - PROGRESS: at 22.83% examples, 662473 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:42,904 : INFO : EPOCH 6 - PROGRESS: at 23.14% examples, 662370 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:43,910 : INFO : EPOCH 6 - PROGRESS: at 23.45% examples, 662393 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:44,920 : INFO : EPOCH 6 - PROGRESS: at 23.78% examples, 662222 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:45,946 : INFO : EPOCH 6 - PROGRESS: at 24.10% examples, 662269 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:46,958 : INFO : EPOCH 6 - PROGRESS: at 24.42% examples, 662328 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:47,985 : INFO : EPOCH 6 - PROGRESS: at 24.72% examples, 662360 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:48,987 : INFO : EPOCH 6 - PROGRESS: at 25.03% examples, 662417 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:51:49,987 : INFO : EPOCH 6 - PROGRESS: at 25.34% examples, 662446 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:50,987 : INFO : EPOCH 6 - PROGRESS: at 25.64% examples, 662452 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:52,001 : INFO : EPOCH 6 - PROGRESS: at 25.96% examples, 662334 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:53,006 : INFO : EPOCH 6 - PROGRESS: at 26.28% examples, 662412 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:54,025 : INFO : EPOCH 6 - PROGRESS: at 26.61% examples, 662326 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:55,044 : INFO : EPOCH 6 - PROGRESS: at 26.94% examples, 662244 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:56,048 : INFO : EPOCH 6 - PROGRESS: at 27.26% examples, 662214 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:57,050 : INFO : EPOCH 6 - PROGRESS: at 27.58% examples, 662142 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:58,063 : INFO : EPOCH 6 - PROGRESS: at 27.90% examples, 662163 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:51:59,084 : INFO : EPOCH 6 - PROGRESS: at 28.22% examples, 662192 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:00,089 : INFO : EPOCH 6 - PROGRESS: at 28.53% examples, 662166 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:01,091 : INFO : EPOCH 6 - PROGRESS: at 28.86% examples, 662192 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:02,093 : INFO : EPOCH 6 - PROGRESS: at 29.19% examples, 662197 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:03,094 : INFO : EPOCH 6 - PROGRESS: at 29.51% examples, 662111 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:04,095 : INFO : EPOCH 6 - PROGRESS: at 29.85% examples, 662134 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:05,097 : INFO : EPOCH 6 - PROGRESS: at 30.15% examples, 661968 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:52:06,101 : INFO : EPOCH 6 - PROGRESS: at 30.47% examples, 662065 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:07,111 : INFO : EPOCH 6 - PROGRESS: at 30.80% examples, 662165 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:08,111 : INFO : EPOCH 6 - PROGRESS: at 31.13% examples, 662203 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:09,113 : INFO : EPOCH 6 - PROGRESS: at 31.44% examples, 662116 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:10,118 : INFO : EPOCH 6 - PROGRESS: at 31.76% examples, 662102 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:52:11,125 : INFO : EPOCH 6 - PROGRESS: at 32.08% examples, 662059 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:12,139 : INFO : EPOCH 6 - PROGRESS: at 32.40% examples, 662030 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:13,153 : INFO : EPOCH 6 - PROGRESS: at 32.72% examples, 662051 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:14,169 : INFO : EPOCH 6 - PROGRESS: at 33.06% examples, 662087 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:15,171 : INFO : EPOCH 6 - PROGRESS: at 33.35% examples, 662072 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:16,187 : INFO : EPOCH 6 - PROGRESS: at 33.68% examples, 661962 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:17,191 : INFO : EPOCH 6 - PROGRESS: at 34.00% examples, 662004 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:18,216 : INFO : EPOCH 6 - PROGRESS: at 34.31% examples, 661968 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:19,219 : INFO : EPOCH 6 - PROGRESS: at 34.64% examples, 662006 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:20,235 : INFO : EPOCH 6 - PROGRESS: at 34.94% examples, 662091 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:21,243 : INFO : EPOCH 6 - PROGRESS: at 35.26% examples, 662127 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:52:22,259 : INFO : EPOCH 6 - PROGRESS: at 35.62% examples, 662127 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:23,260 : INFO : EPOCH 6 - PROGRESS: at 35.96% examples, 662140 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:24,265 : INFO : EPOCH 6 - PROGRESS: at 36.25% examples, 662094 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:25,271 : INFO : EPOCH 6 - PROGRESS: at 36.56% examples, 662217 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:26,278 : INFO : EPOCH 6 - PROGRESS: at 36.89% examples, 662204 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:27,284 : INFO : EPOCH 6 - PROGRESS: at 37.20% examples, 662188 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:28,298 : INFO : EPOCH 6 - PROGRESS: at 37.53% examples, 662163 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:29,316 : INFO : EPOCH 6 - PROGRESS: at 37.85% examples, 662166 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:30,322 : INFO : EPOCH 6 - PROGRESS: at 38.18% examples, 662130 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:31,327 : INFO : EPOCH 6 - PROGRESS: at 38.50% examples, 662136 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:32,356 : INFO : EPOCH 6 - PROGRESS: at 38.83% examples, 662046 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:33,371 : INFO : EPOCH 6 - PROGRESS: at 39.15% examples, 662093 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:34,372 : INFO : EPOCH 6 - PROGRESS: at 39.47% examples, 662142 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:35,375 : INFO : EPOCH 6 - PROGRESS: at 39.80% examples, 662159 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:36,380 : INFO : EPOCH 6 - PROGRESS: at 40.10% examples, 662149 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:37,390 : INFO : EPOCH 6 - PROGRESS: at 40.43% examples, 662136 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:38,391 : INFO : EPOCH 6 - PROGRESS: at 40.74% examples, 662152 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:52:39,409 : INFO : EPOCH 6 - PROGRESS: at 41.06% examples, 662052 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:40,419 : INFO : EPOCH 6 - PROGRESS: at 41.40% examples, 662040 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:41,425 : INFO : EPOCH 6 - PROGRESS: at 41.69% examples, 661970 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:42,434 : INFO : EPOCH 6 - PROGRESS: at 42.01% examples, 661948 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:43,436 : INFO : EPOCH 6 - PROGRESS: at 42.33% examples, 662037 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:44,443 : INFO : EPOCH 6 - PROGRESS: at 42.66% examples, 661944 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:45,459 : INFO : EPOCH 6 - PROGRESS: at 42.96% examples, 661898 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:46,472 : INFO : EPOCH 6 - PROGRESS: at 43.30% examples, 661919 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:47,489 : INFO : EPOCH 6 - PROGRESS: at 43.61% examples, 661890 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:48,499 : INFO : EPOCH 6 - PROGRESS: at 43.96% examples, 661818 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:49,508 : INFO : EPOCH 6 - PROGRESS: at 44.30% examples, 661809 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:50,515 : INFO : EPOCH 6 - PROGRESS: at 44.62% examples, 661845 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:52:51,518 : INFO : EPOCH 6 - PROGRESS: at 44.95% examples, 661893 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:52:52,530 : INFO : EPOCH 6 - PROGRESS: at 45.29% examples, 661820 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:53,530 : INFO : EPOCH 6 - PROGRESS: at 45.61% examples, 661785 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:54,551 : INFO : EPOCH 6 - PROGRESS: at 45.94% examples, 661777 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:55,561 : INFO : EPOCH 6 - PROGRESS: at 46.26% examples, 661763 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:56,581 : INFO : EPOCH 6 - PROGRESS: at 46.57% examples, 661788 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:57,583 : INFO : EPOCH 6 - PROGRESS: at 46.90% examples, 661793 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:58,593 : INFO : EPOCH 6 - PROGRESS: at 47.22% examples, 661640 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:52:59,600 : INFO : EPOCH 6 - PROGRESS: at 47.54% examples, 661360 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:00,614 : INFO : EPOCH 6 - PROGRESS: at 47.84% examples, 661142 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:01,634 : INFO : EPOCH 6 - PROGRESS: at 48.13% examples, 660836 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:02,636 : INFO : EPOCH 6 - PROGRESS: at 48.42% examples, 660256 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:03,643 : INFO : EPOCH 6 - PROGRESS: at 48.75% examples, 660604 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:04,656 : INFO : EPOCH 6 - PROGRESS: at 49.09% examples, 661066 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:05,670 : INFO : EPOCH 6 - PROGRESS: at 49.47% examples, 661495 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:06,674 : INFO : EPOCH 6 - PROGRESS: at 49.84% examples, 661926 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:53:07,678 : INFO : EPOCH 6 - PROGRESS: at 50.21% examples, 662400 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:08,690 : INFO : EPOCH 6 - PROGRESS: at 50.58% examples, 662717 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:09,701 : INFO : EPOCH 6 - PROGRESS: at 50.95% examples, 663161 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:10,702 : INFO : EPOCH 6 - PROGRESS: at 51.33% examples, 663440 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:11,709 : INFO : EPOCH 6 - PROGRESS: at 51.68% examples, 663896 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:12,713 : INFO : EPOCH 6 - PROGRESS: at 52.03% examples, 664313 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:13,714 : INFO : EPOCH 6 - PROGRESS: at 52.40% examples, 664735 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:53:14,716 : INFO : EPOCH 6 - PROGRESS: at 52.74% examples, 665146 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:15,728 : INFO : EPOCH 6 - PROGRESS: at 53.12% examples, 665499 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:16,733 : INFO : EPOCH 6 - PROGRESS: at 53.48% examples, 665851 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:17,737 : INFO : EPOCH 6 - PROGRESS: at 53.81% examples, 666216 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:18,739 : INFO : EPOCH 6 - PROGRESS: at 54.15% examples, 666640 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:19,745 : INFO : EPOCH 6 - PROGRESS: at 54.52% examples, 667025 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:20,750 : INFO : EPOCH 6 - PROGRESS: at 54.89% examples, 667400 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:21,753 : INFO : EPOCH 6 - PROGRESS: at 55.25% examples, 667729 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:22,755 : INFO : EPOCH 6 - PROGRESS: at 55.60% examples, 668060 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:23,770 : INFO : EPOCH 6 - PROGRESS: at 55.96% examples, 668367 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:24,783 : INFO : EPOCH 6 - PROGRESS: at 56.32% examples, 668726 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:25,799 : INFO : EPOCH 6 - PROGRESS: at 56.70% examples, 668991 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:26,808 : INFO : EPOCH 6 - PROGRESS: at 57.06% examples, 669339 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:27,811 : INFO : EPOCH 6 - PROGRESS: at 57.45% examples, 669680 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:28,822 : INFO : EPOCH 6 - PROGRESS: at 57.79% examples, 669986 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:29,828 : INFO : EPOCH 6 - PROGRESS: at 58.15% examples, 670357 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:30,830 : INFO : EPOCH 6 - PROGRESS: at 58.50% examples, 670774 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:31,831 : INFO : EPOCH 6 - PROGRESS: at 58.86% examples, 671025 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:32,844 : INFO : EPOCH 6 - PROGRESS: at 59.21% examples, 671331 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:53:33,859 : INFO : EPOCH 6 - PROGRESS: at 59.56% examples, 671637 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:34,870 : INFO : EPOCH 6 - PROGRESS: at 59.90% examples, 671944 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:35,876 : INFO : EPOCH 6 - PROGRESS: at 60.23% examples, 672257 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:36,883 : INFO : EPOCH 6 - PROGRESS: at 60.62% examples, 672580 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:37,888 : INFO : EPOCH 6 - PROGRESS: at 60.98% examples, 672860 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:53:38,912 : INFO : EPOCH 6 - PROGRESS: at 61.32% examples, 673165 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:39,912 : INFO : EPOCH 6 - PROGRESS: at 61.67% examples, 673500 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:40,920 : INFO : EPOCH 6 - PROGRESS: at 62.03% examples, 673830 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:41,927 : INFO : EPOCH 6 - PROGRESS: at 62.40% examples, 674101 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:42,929 : INFO : EPOCH 6 - PROGRESS: at 62.75% examples, 674383 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:43,930 : INFO : EPOCH 6 - PROGRESS: at 63.12% examples, 674713 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:44,935 : INFO : EPOCH 6 - PROGRESS: at 63.47% examples, 674994 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:45,950 : INFO : EPOCH 6 - PROGRESS: at 63.85% examples, 675242 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:46,966 : INFO : EPOCH 6 - PROGRESS: at 64.18% examples, 675523 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:47,967 : INFO : EPOCH 6 - PROGRESS: at 64.54% examples, 675824 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:48,988 : INFO : EPOCH 6 - PROGRESS: at 64.89% examples, 676037 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:49,997 : INFO : EPOCH 6 - PROGRESS: at 65.22% examples, 676355 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:51,005 : INFO : EPOCH 6 - PROGRESS: at 65.56% examples, 676582 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:52,007 : INFO : EPOCH 6 - PROGRESS: at 65.93% examples, 676865 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:53,011 : INFO : EPOCH 6 - PROGRESS: at 66.29% examples, 677128 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:54,018 : INFO : EPOCH 6 - PROGRESS: at 66.64% examples, 677370 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:53:55,036 : INFO : EPOCH 6 - PROGRESS: at 66.98% examples, 677619 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:56,045 : INFO : EPOCH 6 - PROGRESS: at 67.35% examples, 677942 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:57,049 : INFO : EPOCH 6 - PROGRESS: at 67.70% examples, 678214 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:58,049 : INFO : EPOCH 6 - PROGRESS: at 68.04% examples, 678416 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:53:59,049 : INFO : EPOCH 6 - PROGRESS: at 68.40% examples, 678677 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:00,052 : INFO : EPOCH 6 - PROGRESS: at 68.78% examples, 678899 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:01,065 : INFO : EPOCH 6 - PROGRESS: at 69.13% examples, 679112 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:54:02,067 : INFO : EPOCH 6 - PROGRESS: at 69.48% examples, 679349 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:03,074 : INFO : EPOCH 6 - PROGRESS: at 69.85% examples, 679547 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:04,076 : INFO : EPOCH 6 - PROGRESS: at 70.19% examples, 679774 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:05,080 : INFO : EPOCH 6 - PROGRESS: at 70.52% examples, 680032 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:54:06,083 : INFO : EPOCH 6 - PROGRESS: at 70.87% examples, 680233 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:07,091 : INFO : EPOCH 6 - PROGRESS: at 71.24% examples, 680509 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:08,113 : INFO : EPOCH 6 - PROGRESS: at 71.60% examples, 680691 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:09,125 : INFO : EPOCH 6 - PROGRESS: at 71.93% examples, 680945 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:10,133 : INFO : EPOCH 6 - PROGRESS: at 72.31% examples, 681193 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:11,155 : INFO : EPOCH 6 - PROGRESS: at 72.67% examples, 681410 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:12,158 : INFO : EPOCH 6 - PROGRESS: at 73.02% examples, 681674 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:13,158 : INFO : EPOCH 6 - PROGRESS: at 73.38% examples, 681877 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:14,172 : INFO : EPOCH 6 - PROGRESS: at 73.73% examples, 682075 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:15,184 : INFO : EPOCH 6 - PROGRESS: at 74.08% examples, 682267 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:16,192 : INFO : EPOCH 6 - PROGRESS: at 74.41% examples, 682489 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:54:17,219 : INFO : EPOCH 6 - PROGRESS: at 74.78% examples, 682719 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:18,239 : INFO : EPOCH 6 - PROGRESS: at 75.13% examples, 682889 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:19,244 : INFO : EPOCH 6 - PROGRESS: at 75.50% examples, 683143 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:20,247 : INFO : EPOCH 6 - PROGRESS: at 75.85% examples, 683301 words/s, in_qsize 8, out_qsize 1
2020-07-24 06:54:21,253 : INFO : EPOCH 6 - PROGRESS: at 76.21% examples, 683533 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:22,260 : INFO : EPOCH 6 - PROGRESS: at 76.53% examples, 683732 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:23,266 : INFO : EPOCH 6 - PROGRESS: at 76.87% examples, 683922 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:24,274 : INFO : EPOCH 6 - PROGRESS: at 77.20% examples, 684111 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:25,282 : INFO : EPOCH 6 - PROGRESS: at 77.55% examples, 684274 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:26,294 : INFO : EPOCH 6 - PROGRESS: at 77.93% examples, 684470 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:27,297 : INFO : EPOCH 6 - PROGRESS: at 78.28% examples, 684663 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:28,306 : INFO : EPOCH 6 - PROGRESS: at 78.65% examples, 684841 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:29,313 : INFO : EPOCH 6 - PROGRESS: at 79.00% examples, 684992 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:30,321 : INFO : EPOCH 6 - PROGRESS: at 79.34% examples, 685184 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:31,329 : INFO : EPOCH 6 - PROGRESS: at 79.69% examples, 685319 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:32,342 : INFO : EPOCH 6 - PROGRESS: at 80.05% examples, 685517 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:33,355 : INFO : EPOCH 6 - PROGRESS: at 80.41% examples, 685692 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:54:34,357 : INFO : EPOCH 6 - PROGRESS: at 80.76% examples, 685893 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:35,364 : INFO : EPOCH 6 - PROGRESS: at 81.13% examples, 686070 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:36,367 : INFO : EPOCH 6 - PROGRESS: at 81.45% examples, 686260 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:37,382 : INFO : EPOCH 6 - PROGRESS: at 81.83% examples, 686431 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:38,392 : INFO : EPOCH 6 - PROGRESS: at 82.19% examples, 686578 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:39,399 : INFO : EPOCH 6 - PROGRESS: at 82.53% examples, 686770 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:40,405 : INFO : EPOCH 6 - PROGRESS: at 82.92% examples, 686878 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:41,413 : INFO : EPOCH 6 - PROGRESS: at 83.27% examples, 687044 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:42,418 : INFO : EPOCH 6 - PROGRESS: at 83.62% examples, 687216 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:43,419 : INFO : EPOCH 6 - PROGRESS: at 83.98% examples, 687417 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:44,432 : INFO : EPOCH 6 - PROGRESS: at 84.33% examples, 687517 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:45,435 : INFO : EPOCH 6 - PROGRESS: at 84.69% examples, 687687 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:46,437 : INFO : EPOCH 6 - PROGRESS: at 85.05% examples, 687820 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:47,443 : INFO : EPOCH 6 - PROGRESS: at 85.43% examples, 688001 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:48,448 : INFO : EPOCH 6 - PROGRESS: at 85.79% examples, 688145 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:49,457 : INFO : EPOCH 6 - PROGRESS: at 86.17% examples, 688271 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:50,464 : INFO : EPOCH 6 - PROGRESS: at 86.53% examples, 688464 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:51,469 : INFO : EPOCH 6 - PROGRESS: at 86.90% examples, 688611 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:52,474 : INFO : EPOCH 6 - PROGRESS: at 87.23% examples, 688781 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:53,478 : INFO : EPOCH 6 - PROGRESS: at 87.59% examples, 688951 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:54:54,492 : INFO : EPOCH 6 - PROGRESS: at 87.95% examples, 689076 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:55,498 : INFO : EPOCH 6 - PROGRESS: at 88.34% examples, 689226 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:56,506 : INFO : EPOCH 6 - PROGRESS: at 88.71% examples, 689348 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:57,508 : INFO : EPOCH 6 - PROGRESS: at 89.08% examples, 689511 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:54:58,518 : INFO : EPOCH 6 - PROGRESS: at 89.44% examples, 689649 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:54:59,520 : INFO : EPOCH 6 - PROGRESS: at 89.79% examples, 689802 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:55:00,523 : INFO : EPOCH 6 - PROGRESS: at 90.14% examples, 689936 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:01,549 : INFO : EPOCH 6 - PROGRESS: at 90.49% examples, 690038 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:02,552 : INFO : EPOCH 6 - PROGRESS: at 90.84% examples, 690215 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:03,558 : INFO : EPOCH 6 - PROGRESS: at 91.17% examples, 690342 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:04,564 : INFO : EPOCH 6 - PROGRESS: at 91.52% examples, 690482 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:55:05,568 : INFO : EPOCH 6 - PROGRESS: at 91.87% examples, 690628 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:06,574 : INFO : EPOCH 6 - PROGRESS: at 92.23% examples, 690786 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:07,588 : INFO : EPOCH 6 - PROGRESS: at 92.60% examples, 690917 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:08,589 : INFO : EPOCH 6 - PROGRESS: at 92.96% examples, 691026 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:09,606 : INFO : EPOCH 6 - PROGRESS: at 93.32% examples, 691178 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:10,613 : INFO : EPOCH 6 - PROGRESS: at 93.67% examples, 691326 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:11,615 : INFO : EPOCH 6 - PROGRESS: at 94.01% examples, 691471 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:12,618 : INFO : EPOCH 6 - PROGRESS: at 94.38% examples, 691569 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:13,620 : INFO : EPOCH 6 - PROGRESS: at 94.72% examples, 691687 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:14,622 : INFO : EPOCH 6 - PROGRESS: at 95.06% examples, 691725 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:55:15,627 : INFO : EPOCH 6 - PROGRESS: at 95.40% examples, 691622 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:55:16,645 : INFO : EPOCH 6 - PROGRESS: at 95.73% examples, 691531 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:17,647 : INFO : EPOCH 6 - PROGRESS: at 96.05% examples, 691434 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:55:18,649 : INFO : EPOCH 6 - PROGRESS: at 96.37% examples, 691298 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:19,652 : INFO : EPOCH 6 - PROGRESS: at 96.70% examples, 691191 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:55:20,672 : INFO : EPOCH 6 - PROGRESS: at 97.03% examples, 691050 words/s, in_qsize 8, out_qsize 1
2020-07-24 06:55:21,683 : INFO : EPOCH 6 - PROGRESS: at 97.36% examples, 690947 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:22,690 : INFO : EPOCH 6 - PROGRESS: at 97.67% examples, 690843 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:55:23,699 : INFO : EPOCH 6 - PROGRESS: at 98.00% examples, 690732 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:24,703 : INFO : EPOCH 6 - PROGRESS: at 98.33% examples, 690648 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:25,728 : INFO : EPOCH 6 - PROGRESS: at 98.67% examples, 690522 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:55:26,742 : INFO : EPOCH 6 - PROGRESS: at 99.01% examples, 690428 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:55:27,755 : INFO : EPOCH 6 - PROGRESS: at 99.32% examples, 690317 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:28,776 : INFO : EPOCH 6 - PROGRESS: at 99.63% examples, 690188 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:29,781 : INFO : EPOCH 6 - PROGRESS: at 99.94% examples, 690069 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:29,936 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 06:55:29,939 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 06:55:29,955 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 06:55:29,962 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 06:55:29,963 : INFO : EPOCH - 6 : training on 265101461 raw words (206126063 effective words) took 298.7s, 690077 effective words/s
2020-07-24 06:55:30,982 : INFO : EPOCH 7 - PROGRESS: at 0.32% examples, 630678 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:31,997 : INFO : EPOCH 7 - PROGRESS: at 0.65% examples, 648255 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:33,008 : INFO : EPOCH 7 - PROGRESS: at 0.99% examples, 649708 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:55:34,017 : INFO : EPOCH 7 - PROGRESS: at 1.32% examples, 652521 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:35,026 : INFO : EPOCH 7 - PROGRESS: at 1.65% examples, 653533 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:36,042 : INFO : EPOCH 7 - PROGRESS: at 1.97% examples, 655018 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:37,053 : INFO : EPOCH 7 - PROGRESS: at 2.30% examples, 656251 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:55:38,054 : INFO : EPOCH 7 - PROGRESS: at 2.62% examples, 657992 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:39,059 : INFO : EPOCH 7 - PROGRESS: at 2.93% examples, 655088 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:40,079 : INFO : EPOCH 7 - PROGRESS: at 3.24% examples, 651844 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:41,083 : INFO : EPOCH 7 - PROGRESS: at 3.55% examples, 648840 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:42,091 : INFO : EPOCH 7 - PROGRESS: at 3.83% examples, 643297 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:43,093 : INFO : EPOCH 7 - PROGRESS: at 4.13% examples, 640984 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:44,095 : INFO : EPOCH 7 - PROGRESS: at 4.53% examples, 647903 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:45,097 : INFO : EPOCH 7 - PROGRESS: at 4.87% examples, 653697 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:46,097 : INFO : EPOCH 7 - PROGRESS: at 5.23% examples, 658199 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:47,097 : INFO : EPOCH 7 - PROGRESS: at 5.58% examples, 662588 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:48,099 : INFO : EPOCH 7 - PROGRESS: at 5.95% examples, 666016 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:49,102 : INFO : EPOCH 7 - PROGRESS: at 6.30% examples, 670214 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:50,104 : INFO : EPOCH 7 - PROGRESS: at 6.66% examples, 672713 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:51,118 : INFO : EPOCH 7 - PROGRESS: at 7.01% examples, 675298 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:52,128 : INFO : EPOCH 7 - PROGRESS: at 7.36% examples, 677360 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:53,144 : INFO : EPOCH 7 - PROGRESS: at 7.72% examples, 679961 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:54,145 : INFO : EPOCH 7 - PROGRESS: at 8.07% examples, 682378 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:55:55,148 : INFO : EPOCH 7 - PROGRESS: at 8.43% examples, 684121 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:56,153 : INFO : EPOCH 7 - PROGRESS: at 8.78% examples, 685984 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:57,154 : INFO : EPOCH 7 - PROGRESS: at 9.11% examples, 687746 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:58,157 : INFO : EPOCH 7 - PROGRESS: at 9.49% examples, 689085 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:55:59,163 : INFO : EPOCH 7 - PROGRESS: at 9.85% examples, 690794 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:00,171 : INFO : EPOCH 7 - PROGRESS: at 10.21% examples, 691648 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:01,174 : INFO : EPOCH 7 - PROGRESS: at 10.57% examples, 692769 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:56:02,174 : INFO : EPOCH 7 - PROGRESS: at 10.94% examples, 694126 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:03,177 : INFO : EPOCH 7 - PROGRESS: at 11.30% examples, 694976 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:04,180 : INFO : EPOCH 7 - PROGRESS: at 11.69% examples, 695822 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:05,180 : INFO : EPOCH 7 - PROGRESS: at 12.04% examples, 696917 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:56:06,207 : INFO : EPOCH 7 - PROGRESS: at 12.41% examples, 697621 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:07,211 : INFO : EPOCH 7 - PROGRESS: at 12.76% examples, 698707 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:56:08,225 : INFO : EPOCH 7 - PROGRESS: at 13.14% examples, 699649 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:09,226 : INFO : EPOCH 7 - PROGRESS: at 13.49% examples, 700309 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:10,227 : INFO : EPOCH 7 - PROGRESS: at 13.84% examples, 701176 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:11,233 : INFO : EPOCH 7 - PROGRESS: at 14.17% examples, 702184 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:12,234 : INFO : EPOCH 7 - PROGRESS: at 14.54% examples, 702632 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:13,241 : INFO : EPOCH 7 - PROGRESS: at 14.90% examples, 703298 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:14,243 : INFO : EPOCH 7 - PROGRESS: at 15.28% examples, 704097 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:15,246 : INFO : EPOCH 7 - PROGRESS: at 15.65% examples, 704407 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:56:16,251 : INFO : EPOCH 7 - PROGRESS: at 16.02% examples, 704925 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:17,266 : INFO : EPOCH 7 - PROGRESS: at 16.35% examples, 705482 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:18,267 : INFO : EPOCH 7 - PROGRESS: at 16.71% examples, 706059 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:19,272 : INFO : EPOCH 7 - PROGRESS: at 17.04% examples, 706660 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:20,274 : INFO : EPOCH 7 - PROGRESS: at 17.42% examples, 707121 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:21,278 : INFO : EPOCH 7 - PROGRESS: at 17.80% examples, 707618 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:22,280 : INFO : EPOCH 7 - PROGRESS: at 18.14% examples, 708204 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:23,280 : INFO : EPOCH 7 - PROGRESS: at 18.49% examples, 708585 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:24,282 : INFO : EPOCH 7 - PROGRESS: at 18.85% examples, 709113 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:25,283 : INFO : EPOCH 7 - PROGRESS: at 19.21% examples, 709516 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:26,292 : INFO : EPOCH 7 - PROGRESS: at 19.58% examples, 709642 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:27,295 : INFO : EPOCH 7 - PROGRESS: at 19.94% examples, 710320 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:28,305 : INFO : EPOCH 7 - PROGRESS: at 20.28% examples, 710640 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:29,308 : INFO : EPOCH 7 - PROGRESS: at 20.64% examples, 710770 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:30,319 : INFO : EPOCH 7 - PROGRESS: at 20.98% examples, 711331 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:31,321 : INFO : EPOCH 7 - PROGRESS: at 21.34% examples, 711765 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:32,327 : INFO : EPOCH 7 - PROGRESS: at 21.66% examples, 712170 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:33,327 : INFO : EPOCH 7 - PROGRESS: at 22.05% examples, 712293 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:34,331 : INFO : EPOCH 7 - PROGRESS: at 22.37% examples, 712547 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:35,332 : INFO : EPOCH 7 - PROGRESS: at 22.73% examples, 712815 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:36,347 : INFO : EPOCH 7 - PROGRESS: at 23.08% examples, 713016 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:37,364 : INFO : EPOCH 7 - PROGRESS: at 23.43% examples, 713317 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:38,367 : INFO : EPOCH 7 - PROGRESS: at 23.79% examples, 713495 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:39,373 : INFO : EPOCH 7 - PROGRESS: at 24.13% examples, 713804 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:40,373 : INFO : EPOCH 7 - PROGRESS: at 24.48% examples, 714267 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:41,379 : INFO : EPOCH 7 - PROGRESS: at 24.81% examples, 714396 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:42,384 : INFO : EPOCH 7 - PROGRESS: at 25.15% examples, 714727 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:43,388 : INFO : EPOCH 7 - PROGRESS: at 25.49% examples, 714984 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:44,390 : INFO : EPOCH 7 - PROGRESS: at 25.84% examples, 715067 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:56:45,399 : INFO : EPOCH 7 - PROGRESS: at 26.19% examples, 715251 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:46,403 : INFO : EPOCH 7 - PROGRESS: at 26.54% examples, 715453 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:47,410 : INFO : EPOCH 7 - PROGRESS: at 26.91% examples, 715677 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:48,410 : INFO : EPOCH 7 - PROGRESS: at 27.26% examples, 715779 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:49,423 : INFO : EPOCH 7 - PROGRESS: at 27.63% examples, 716124 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:50,426 : INFO : EPOCH 7 - PROGRESS: at 27.98% examples, 716298 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:51,426 : INFO : EPOCH 7 - PROGRESS: at 28.33% examples, 716678 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:52,440 : INFO : EPOCH 7 - PROGRESS: at 28.70% examples, 716725 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:53,446 : INFO : EPOCH 7 - PROGRESS: at 29.04% examples, 717004 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:54,458 : INFO : EPOCH 7 - PROGRESS: at 29.41% examples, 717081 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:55,462 : INFO : EPOCH 7 - PROGRESS: at 29.76% examples, 717281 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:56,464 : INFO : EPOCH 7 - PROGRESS: at 30.12% examples, 717335 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:57,482 : INFO : EPOCH 7 - PROGRESS: at 30.47% examples, 717499 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:58,483 : INFO : EPOCH 7 - PROGRESS: at 30.83% examples, 717721 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:56:59,496 : INFO : EPOCH 7 - PROGRESS: at 31.20% examples, 717905 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:00,509 : INFO : EPOCH 7 - PROGRESS: at 31.55% examples, 718035 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:01,519 : INFO : EPOCH 7 - PROGRESS: at 31.91% examples, 718241 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:02,529 : INFO : EPOCH 7 - PROGRESS: at 32.27% examples, 718293 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:03,538 : INFO : EPOCH 7 - PROGRESS: at 32.61% examples, 718488 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:04,541 : INFO : EPOCH 7 - PROGRESS: at 32.98% examples, 718629 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:05,551 : INFO : EPOCH 7 - PROGRESS: at 33.30% examples, 718712 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:57:06,561 : INFO : EPOCH 7 - PROGRESS: at 33.67% examples, 718832 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:57:07,568 : INFO : EPOCH 7 - PROGRESS: at 34.03% examples, 718902 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:08,578 : INFO : EPOCH 7 - PROGRESS: at 34.37% examples, 719017 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:09,583 : INFO : EPOCH 7 - PROGRESS: at 34.71% examples, 719124 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:10,583 : INFO : EPOCH 7 - PROGRESS: at 35.06% examples, 719326 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:11,591 : INFO : EPOCH 7 - PROGRESS: at 35.43% examples, 719412 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:12,598 : INFO : EPOCH 7 - PROGRESS: at 35.81% examples, 719492 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:13,601 : INFO : EPOCH 7 - PROGRESS: at 36.14% examples, 719611 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:14,604 : INFO : EPOCH 7 - PROGRESS: at 36.47% examples, 719751 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:15,610 : INFO : EPOCH 7 - PROGRESS: at 36.83% examples, 719888 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:16,615 : INFO : EPOCH 7 - PROGRESS: at 37.17% examples, 719854 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:57:17,626 : INFO : EPOCH 7 - PROGRESS: at 37.53% examples, 719856 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:18,635 : INFO : EPOCH 7 - PROGRESS: at 37.88% examples, 720092 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:19,640 : INFO : EPOCH 7 - PROGRESS: at 38.24% examples, 720003 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:20,650 : INFO : EPOCH 7 - PROGRESS: at 38.61% examples, 720099 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:21,659 : INFO : EPOCH 7 - PROGRESS: at 38.95% examples, 720122 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:22,676 : INFO : EPOCH 7 - PROGRESS: at 39.32% examples, 720239 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:23,678 : INFO : EPOCH 7 - PROGRESS: at 39.66% examples, 720462 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:57:24,686 : INFO : EPOCH 7 - PROGRESS: at 40.02% examples, 720548 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:57:25,691 : INFO : EPOCH 7 - PROGRESS: at 40.37% examples, 720660 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:26,712 : INFO : EPOCH 7 - PROGRESS: at 40.73% examples, 720662 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:27,718 : INFO : EPOCH 7 - PROGRESS: at 41.08% examples, 720823 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:28,725 : INFO : EPOCH 7 - PROGRESS: at 41.45% examples, 720879 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:29,728 : INFO : EPOCH 7 - PROGRESS: at 41.78% examples, 720960 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:30,735 : INFO : EPOCH 7 - PROGRESS: at 42.13% examples, 721025 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:31,735 : INFO : EPOCH 7 - PROGRESS: at 42.48% examples, 721123 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:32,748 : INFO : EPOCH 7 - PROGRESS: at 42.84% examples, 721155 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:33,773 : INFO : EPOCH 7 - PROGRESS: at 43.18% examples, 721112 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:34,785 : INFO : EPOCH 7 - PROGRESS: at 43.55% examples, 721217 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:35,785 : INFO : EPOCH 7 - PROGRESS: at 43.92% examples, 721190 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:36,795 : INFO : EPOCH 7 - PROGRESS: at 44.29% examples, 721210 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:37,807 : INFO : EPOCH 7 - PROGRESS: at 44.65% examples, 721295 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:38,813 : INFO : EPOCH 7 - PROGRESS: at 45.00% examples, 721389 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:39,818 : INFO : EPOCH 7 - PROGRESS: at 45.39% examples, 721492 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:40,825 : INFO : EPOCH 7 - PROGRESS: at 45.73% examples, 721522 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:41,828 : INFO : EPOCH 7 - PROGRESS: at 46.10% examples, 721555 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:42,829 : INFO : EPOCH 7 - PROGRESS: at 46.44% examples, 721606 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:43,844 : INFO : EPOCH 7 - PROGRESS: at 46.80% examples, 721620 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:44,844 : INFO : EPOCH 7 - PROGRESS: at 47.15% examples, 721664 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:45,846 : INFO : EPOCH 7 - PROGRESS: at 47.50% examples, 721684 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:46,849 : INFO : EPOCH 7 - PROGRESS: at 47.87% examples, 721835 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:47,858 : INFO : EPOCH 7 - PROGRESS: at 48.21% examples, 721873 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:48,862 : INFO : EPOCH 7 - PROGRESS: at 48.57% examples, 721982 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:49,874 : INFO : EPOCH 7 - PROGRESS: at 48.90% examples, 722046 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:50,876 : INFO : EPOCH 7 - PROGRESS: at 49.27% examples, 722102 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:51,888 : INFO : EPOCH 7 - PROGRESS: at 49.65% examples, 722148 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:52,900 : INFO : EPOCH 7 - PROGRESS: at 50.02% examples, 722196 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:53,905 : INFO : EPOCH 7 - PROGRESS: at 50.40% examples, 722300 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:54,910 : INFO : EPOCH 7 - PROGRESS: at 50.76% examples, 722306 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:55,926 : INFO : EPOCH 7 - PROGRESS: at 51.14% examples, 722294 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:56,946 : INFO : EPOCH 7 - PROGRESS: at 51.49% examples, 722330 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:57,946 : INFO : EPOCH 7 - PROGRESS: at 51.87% examples, 722396 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:58,950 : INFO : EPOCH 7 - PROGRESS: at 52.21% examples, 722465 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:57:59,953 : INFO : EPOCH 7 - PROGRESS: at 52.56% examples, 722516 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:00,966 : INFO : EPOCH 7 - PROGRESS: at 52.94% examples, 722454 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:01,971 : INFO : EPOCH 7 - PROGRESS: at 53.29% examples, 722503 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:02,972 : INFO : EPOCH 7 - PROGRESS: at 53.64% examples, 722577 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:03,974 : INFO : EPOCH 7 - PROGRESS: at 53.98% examples, 722668 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:04,976 : INFO : EPOCH 7 - PROGRESS: at 54.33% examples, 722703 words/s, in_qsize 8, out_qsize 1
2020-07-24 06:58:05,977 : INFO : EPOCH 7 - PROGRESS: at 54.70% examples, 722782 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:58:06,992 : INFO : EPOCH 7 - PROGRESS: at 55.07% examples, 722843 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:58:07,995 : INFO : EPOCH 7 - PROGRESS: at 55.45% examples, 722859 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:09,002 : INFO : EPOCH 7 - PROGRESS: at 55.80% examples, 722919 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:10,003 : INFO : EPOCH 7 - PROGRESS: at 56.16% examples, 722946 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:11,004 : INFO : EPOCH 7 - PROGRESS: at 56.52% examples, 722959 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:12,008 : INFO : EPOCH 7 - PROGRESS: at 56.89% examples, 723041 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:13,021 : INFO : EPOCH 7 - PROGRESS: at 57.24% examples, 722995 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:14,031 : INFO : EPOCH 7 - PROGRESS: at 57.63% examples, 723000 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:15,042 : INFO : EPOCH 7 - PROGRESS: at 57.98% examples, 723088 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:16,049 : INFO : EPOCH 7 - PROGRESS: at 58.33% examples, 723118 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:17,052 : INFO : EPOCH 7 - PROGRESS: at 58.68% examples, 723161 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:18,057 : INFO : EPOCH 7 - PROGRESS: at 59.05% examples, 723227 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:19,057 : INFO : EPOCH 7 - PROGRESS: at 59.39% examples, 723138 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:20,062 : INFO : EPOCH 7 - PROGRESS: at 59.71% examples, 723041 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:58:21,063 : INFO : EPOCH 7 - PROGRESS: at 60.03% examples, 722874 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:22,079 : INFO : EPOCH 7 - PROGRESS: at 60.35% examples, 722434 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:23,093 : INFO : EPOCH 7 - PROGRESS: at 60.67% examples, 721752 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:24,095 : INFO : EPOCH 7 - PROGRESS: at 61.03% examples, 721819 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:25,105 : INFO : EPOCH 7 - PROGRESS: at 61.37% examples, 721835 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:26,109 : INFO : EPOCH 7 - PROGRESS: at 61.72% examples, 721911 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:27,117 : INFO : EPOCH 7 - PROGRESS: at 62.08% examples, 721998 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:28,129 : INFO : EPOCH 7 - PROGRESS: at 62.46% examples, 722038 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:58:29,142 : INFO : EPOCH 7 - PROGRESS: at 62.80% examples, 722095 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:30,144 : INFO : EPOCH 7 - PROGRESS: at 63.17% examples, 722133 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:31,168 : INFO : EPOCH 7 - PROGRESS: at 63.53% examples, 722132 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:32,169 : INFO : EPOCH 7 - PROGRESS: at 63.91% examples, 722166 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:33,170 : INFO : EPOCH 7 - PROGRESS: at 64.23% examples, 722157 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:34,171 : INFO : EPOCH 7 - PROGRESS: at 64.58% examples, 722256 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:35,184 : INFO : EPOCH 7 - PROGRESS: at 64.92% examples, 722198 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:36,200 : INFO : EPOCH 7 - PROGRESS: at 65.27% examples, 722332 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:37,219 : INFO : EPOCH 7 - PROGRESS: at 65.62% examples, 722375 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:38,237 : INFO : EPOCH 7 - PROGRESS: at 66.00% examples, 722429 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:39,246 : INFO : EPOCH 7 - PROGRESS: at 66.35% examples, 722437 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:40,249 : INFO : EPOCH 7 - PROGRESS: at 66.70% examples, 722467 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:41,252 : INFO : EPOCH 7 - PROGRESS: at 67.04% examples, 722584 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:42,254 : INFO : EPOCH 7 - PROGRESS: at 67.40% examples, 722582 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:43,256 : INFO : EPOCH 7 - PROGRESS: at 67.76% examples, 722677 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:44,263 : INFO : EPOCH 7 - PROGRESS: at 68.10% examples, 722747 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:45,278 : INFO : EPOCH 7 - PROGRESS: at 68.47% examples, 722777 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:46,288 : INFO : EPOCH 7 - PROGRESS: at 68.84% examples, 722842 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:47,302 : INFO : EPOCH 7 - PROGRESS: at 69.21% examples, 722829 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:48,307 : INFO : EPOCH 7 - PROGRESS: at 69.56% examples, 722886 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:49,315 : INFO : EPOCH 7 - PROGRESS: at 69.93% examples, 722946 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:50,337 : INFO : EPOCH 7 - PROGRESS: at 70.27% examples, 722922 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:51,341 : INFO : EPOCH 7 - PROGRESS: at 70.60% examples, 723008 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:52,348 : INFO : EPOCH 7 - PROGRESS: at 70.95% examples, 723038 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:53,354 : INFO : EPOCH 7 - PROGRESS: at 71.32% examples, 723044 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:54,368 : INFO : EPOCH 7 - PROGRESS: at 71.68% examples, 723068 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:55,369 : INFO : EPOCH 7 - PROGRESS: at 72.02% examples, 723099 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:56,376 : INFO : EPOCH 7 - PROGRESS: at 72.38% examples, 723065 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:57,380 : INFO : EPOCH 7 - PROGRESS: at 72.74% examples, 723136 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:58,383 : INFO : EPOCH 7 - PROGRESS: at 73.08% examples, 723189 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:58:59,398 : INFO : EPOCH 7 - PROGRESS: at 73.45% examples, 723183 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:00,403 : INFO : EPOCH 7 - PROGRESS: at 73.80% examples, 723271 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:01,418 : INFO : EPOCH 7 - PROGRESS: at 74.14% examples, 723253 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:02,434 : INFO : EPOCH 7 - PROGRESS: at 74.48% examples, 723294 words/s, in_qsize 6, out_qsize 1
2020-07-24 06:59:03,435 : INFO : EPOCH 7 - PROGRESS: at 74.85% examples, 723379 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:04,440 : INFO : EPOCH 7 - PROGRESS: at 75.20% examples, 723392 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:05,443 : INFO : EPOCH 7 - PROGRESS: at 75.56% examples, 723433 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:06,450 : INFO : EPOCH 7 - PROGRESS: at 75.92% examples, 723461 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:07,455 : INFO : EPOCH 7 - PROGRESS: at 76.27% examples, 723508 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:08,456 : INFO : EPOCH 7 - PROGRESS: at 76.60% examples, 723598 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:09,462 : INFO : EPOCH 7 - PROGRESS: at 76.93% examples, 723595 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:10,464 : INFO : EPOCH 7 - PROGRESS: at 77.28% examples, 723627 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:11,468 : INFO : EPOCH 7 - PROGRESS: at 77.63% examples, 723657 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:12,470 : INFO : EPOCH 7 - PROGRESS: at 78.00% examples, 723670 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:13,474 : INFO : EPOCH 7 - PROGRESS: at 78.35% examples, 723713 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:14,490 : INFO : EPOCH 7 - PROGRESS: at 78.72% examples, 723734 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:15,504 : INFO : EPOCH 7 - PROGRESS: at 79.08% examples, 723793 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:16,515 : INFO : EPOCH 7 - PROGRESS: at 79.43% examples, 723817 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:17,518 : INFO : EPOCH 7 - PROGRESS: at 79.77% examples, 723815 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:18,523 : INFO : EPOCH 7 - PROGRESS: at 80.13% examples, 723862 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:19,538 : INFO : EPOCH 7 - PROGRESS: at 80.50% examples, 723883 words/s, in_qsize 7, out_qsize 1
2020-07-24 06:59:20,541 : INFO : EPOCH 7 - PROGRESS: at 80.85% examples, 723953 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:21,547 : INFO : EPOCH 7 - PROGRESS: at 81.21% examples, 724008 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:22,563 : INFO : EPOCH 7 - PROGRESS: at 81.56% examples, 724050 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:23,574 : INFO : EPOCH 7 - PROGRESS: at 81.93% examples, 724079 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:24,577 : INFO : EPOCH 7 - PROGRESS: at 82.30% examples, 724116 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:25,584 : INFO : EPOCH 7 - PROGRESS: at 82.63% examples, 724101 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:26,602 : INFO : EPOCH 7 - PROGRESS: at 83.02% examples, 724066 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:27,620 : INFO : EPOCH 7 - PROGRESS: at 83.36% examples, 724082 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:28,622 : INFO : EPOCH 7 - PROGRESS: at 83.72% examples, 724118 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:29,635 : INFO : EPOCH 7 - PROGRESS: at 84.09% examples, 724150 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:30,637 : INFO : EPOCH 7 - PROGRESS: at 84.44% examples, 724155 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:59:31,643 : INFO : EPOCH 7 - PROGRESS: at 84.81% examples, 724160 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:32,643 : INFO : EPOCH 7 - PROGRESS: at 85.17% examples, 724186 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:33,648 : INFO : EPOCH 7 - PROGRESS: at 85.56% examples, 724196 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:59:34,669 : INFO : EPOCH 7 - PROGRESS: at 85.91% examples, 724208 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:35,673 : INFO : EPOCH 7 - PROGRESS: at 86.28% examples, 724244 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:36,675 : INFO : EPOCH 7 - PROGRESS: at 86.65% examples, 724252 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:37,681 : INFO : EPOCH 7 - PROGRESS: at 87.00% examples, 724280 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:38,687 : INFO : EPOCH 7 - PROGRESS: at 87.34% examples, 724300 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:39,688 : INFO : EPOCH 7 - PROGRESS: at 87.70% examples, 724314 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:40,704 : INFO : EPOCH 7 - PROGRESS: at 88.07% examples, 724329 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:41,706 : INFO : EPOCH 7 - PROGRESS: at 88.46% examples, 724368 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:42,715 : INFO : EPOCH 7 - PROGRESS: at 88.83% examples, 724353 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:43,719 : INFO : EPOCH 7 - PROGRESS: at 89.19% examples, 724417 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:44,720 : INFO : EPOCH 7 - PROGRESS: at 89.55% examples, 724470 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:59:45,728 : INFO : EPOCH 7 - PROGRESS: at 89.90% examples, 724480 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:46,728 : INFO : EPOCH 7 - PROGRESS: at 90.26% examples, 724476 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:47,730 : INFO : EPOCH 7 - PROGRESS: at 90.60% examples, 724517 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:48,741 : INFO : EPOCH 7 - PROGRESS: at 90.95% examples, 724525 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:49,756 : INFO : EPOCH 7 - PROGRESS: at 91.28% examples, 724578 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:50,758 : INFO : EPOCH 7 - PROGRESS: at 91.64% examples, 724602 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:51,763 : INFO : EPOCH 7 - PROGRESS: at 92.00% examples, 724644 words/s, in_qsize 8, out_qsize 0
2020-07-24 06:59:52,779 : INFO : EPOCH 7 - PROGRESS: at 92.36% examples, 724661 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:53,797 : INFO : EPOCH 7 - PROGRESS: at 92.73% examples, 724677 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:54,799 : INFO : EPOCH 7 - PROGRESS: at 93.10% examples, 724675 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:55,811 : INFO : EPOCH 7 - PROGRESS: at 93.45% examples, 724685 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:56,824 : INFO : EPOCH 7 - PROGRESS: at 93.79% examples, 724662 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:57,826 : INFO : EPOCH 7 - PROGRESS: at 94.14% examples, 724735 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:58,830 : INFO : EPOCH 7 - PROGRESS: at 94.51% examples, 724746 words/s, in_qsize 7, out_qsize 0
2020-07-24 06:59:59,835 : INFO : EPOCH 7 - PROGRESS: at 94.85% examples, 724788 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:00,836 : INFO : EPOCH 7 - PROGRESS: at 95.22% examples, 724782 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:01,843 : INFO : EPOCH 7 - PROGRESS: at 95.58% examples, 724814 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:02,848 : INFO : EPOCH 7 - PROGRESS: at 95.94% examples, 724830 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:03,851 : INFO : EPOCH 7 - PROGRESS: at 96.30% examples, 724799 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:04,854 : INFO : EPOCH 7 - PROGRESS: at 96.64% examples, 724819 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:05,860 : INFO : EPOCH 7 - PROGRESS: at 97.02% examples, 724808 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:00:06,864 : INFO : EPOCH 7 - PROGRESS: at 97.38% examples, 724853 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:07,870 : INFO : EPOCH 7 - PROGRESS: at 97.73% examples, 724873 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:08,870 : INFO : EPOCH 7 - PROGRESS: at 98.11% examples, 724884 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:09,872 : INFO : EPOCH 7 - PROGRESS: at 98.46% examples, 724895 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:10,879 : INFO : EPOCH 7 - PROGRESS: at 98.82% examples, 724904 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:11,881 : INFO : EPOCH 7 - PROGRESS: at 99.18% examples, 724927 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:12,893 : INFO : EPOCH 7 - PROGRESS: at 99.52% examples, 724952 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:13,898 : INFO : EPOCH 7 - PROGRESS: at 99.87% examples, 724979 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:14,254 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 07:00:14,254 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 07:00:14,270 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 07:00:14,277 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 07:00:14,278 : INFO : EPOCH - 7 : training on 265101461 raw words (206128106 effective words) took 284.3s, 725012 effective words/s
2020-07-24 07:00:15,284 : INFO : EPOCH 8 - PROGRESS: at 0.34% examples, 697074 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:16,293 : INFO : EPOCH 8 - PROGRESS: at 0.71% examples, 715124 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:00:17,299 : INFO : EPOCH 8 - PROGRESS: at 1.08% examples, 717571 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:18,304 : INFO : EPOCH 8 - PROGRESS: at 1.44% examples, 718204 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:19,311 : INFO : EPOCH 8 - PROGRESS: at 1.82% examples, 721165 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:20,316 : INFO : EPOCH 8 - PROGRESS: at 2.17% examples, 722233 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:21,316 : INFO : EPOCH 8 - PROGRESS: at 2.51% examples, 723691 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:22,324 : INFO : EPOCH 8 - PROGRESS: at 2.87% examples, 724873 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:00:23,330 : INFO : EPOCH 8 - PROGRESS: at 3.21% examples, 722045 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:24,332 : INFO : EPOCH 8 - PROGRESS: at 3.58% examples, 722195 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:25,335 : INFO : EPOCH 8 - PROGRESS: at 3.92% examples, 722742 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:26,346 : INFO : EPOCH 8 - PROGRESS: at 4.30% examples, 723135 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:00:27,347 : INFO : EPOCH 8 - PROGRESS: at 4.67% examples, 723262 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:28,349 : INFO : EPOCH 8 - PROGRESS: at 5.02% examples, 724196 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:29,357 : INFO : EPOCH 8 - PROGRESS: at 5.37% examples, 724508 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:00:30,359 : INFO : EPOCH 8 - PROGRESS: at 5.74% examples, 725195 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:31,369 : INFO : EPOCH 8 - PROGRESS: at 6.10% examples, 725711 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:32,381 : INFO : EPOCH 8 - PROGRESS: at 6.46% examples, 725710 words/s, in_qsize 8, out_qsize 1
2020-07-24 07:00:33,384 : INFO : EPOCH 8 - PROGRESS: at 6.83% examples, 726830 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:34,386 : INFO : EPOCH 8 - PROGRESS: at 7.16% examples, 726573 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:00:35,391 : INFO : EPOCH 8 - PROGRESS: at 7.52% examples, 727046 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:36,403 : INFO : EPOCH 8 - PROGRESS: at 7.87% examples, 727031 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:37,405 : INFO : EPOCH 8 - PROGRESS: at 8.23% examples, 727248 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:38,407 : INFO : EPOCH 8 - PROGRESS: at 8.59% examples, 727436 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:39,414 : INFO : EPOCH 8 - PROGRESS: at 8.93% examples, 727725 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:40,436 : INFO : EPOCH 8 - PROGRESS: at 9.28% examples, 727575 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:00:41,440 : INFO : EPOCH 8 - PROGRESS: at 9.65% examples, 727775 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:42,452 : INFO : EPOCH 8 - PROGRESS: at 10.01% examples, 727444 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:43,459 : INFO : EPOCH 8 - PROGRESS: at 10.38% examples, 727725 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:44,459 : INFO : EPOCH 8 - PROGRESS: at 10.74% examples, 728059 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:45,461 : INFO : EPOCH 8 - PROGRESS: at 11.10% examples, 728029 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:46,467 : INFO : EPOCH 8 - PROGRESS: at 11.49% examples, 727822 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:47,469 : INFO : EPOCH 8 - PROGRESS: at 11.87% examples, 727986 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:00:48,470 : INFO : EPOCH 8 - PROGRESS: at 12.22% examples, 728326 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:49,481 : INFO : EPOCH 8 - PROGRESS: at 12.59% examples, 728256 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:50,489 : INFO : EPOCH 8 - PROGRESS: at 12.93% examples, 728670 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:00:51,489 : INFO : EPOCH 8 - PROGRESS: at 13.31% examples, 728685 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:52,495 : INFO : EPOCH 8 - PROGRESS: at 13.65% examples, 728854 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:53,503 : INFO : EPOCH 8 - PROGRESS: at 14.00% examples, 729077 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:54,516 : INFO : EPOCH 8 - PROGRESS: at 14.35% examples, 729261 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:55,528 : INFO : EPOCH 8 - PROGRESS: at 14.73% examples, 729224 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:56,537 : INFO : EPOCH 8 - PROGRESS: at 15.10% examples, 729330 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:00:57,541 : INFO : EPOCH 8 - PROGRESS: at 15.47% examples, 729492 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:58,547 : INFO : EPOCH 8 - PROGRESS: at 15.84% examples, 729129 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:00:59,562 : INFO : EPOCH 8 - PROGRESS: at 16.16% examples, 728054 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:01:00,569 : INFO : EPOCH 8 - PROGRESS: at 16.50% examples, 727181 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:01,571 : INFO : EPOCH 8 - PROGRESS: at 16.83% examples, 726509 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:02,590 : INFO : EPOCH 8 - PROGRESS: at 17.11% examples, 723725 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:03,598 : INFO : EPOCH 8 - PROGRESS: at 17.48% examples, 723216 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:04,602 : INFO : EPOCH 8 - PROGRESS: at 17.84% examples, 723487 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:05,616 : INFO : EPOCH 8 - PROGRESS: at 18.19% examples, 723730 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:06,625 : INFO : EPOCH 8 - PROGRESS: at 18.54% examples, 723789 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:01:07,626 : INFO : EPOCH 8 - PROGRESS: at 18.89% examples, 723796 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:08,632 : INFO : EPOCH 8 - PROGRESS: at 19.26% examples, 724019 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:09,634 : INFO : EPOCH 8 - PROGRESS: at 19.64% examples, 723986 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:10,639 : INFO : EPOCH 8 - PROGRESS: at 19.98% examples, 724235 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:11,639 : INFO : EPOCH 8 - PROGRESS: at 20.32% examples, 724153 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:12,647 : INFO : EPOCH 8 - PROGRESS: at 20.69% examples, 724385 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:13,650 : INFO : EPOCH 8 - PROGRESS: at 21.01% examples, 724458 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:14,660 : INFO : EPOCH 8 - PROGRESS: at 21.37% examples, 724495 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:15,663 : INFO : EPOCH 8 - PROGRESS: at 21.70% examples, 724766 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:16,666 : INFO : EPOCH 8 - PROGRESS: at 22.08% examples, 724617 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:17,666 : INFO : EPOCH 8 - PROGRESS: at 22.41% examples, 724753 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:01:18,676 : INFO : EPOCH 8 - PROGRESS: at 22.77% examples, 724908 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:19,692 : INFO : EPOCH 8 - PROGRESS: at 23.12% examples, 724986 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:20,712 : INFO : EPOCH 8 - PROGRESS: at 23.48% examples, 725211 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:21,718 : INFO : EPOCH 8 - PROGRESS: at 23.83% examples, 725304 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:22,722 : INFO : EPOCH 8 - PROGRESS: at 24.18% examples, 725372 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:23,737 : INFO : EPOCH 8 - PROGRESS: at 24.52% examples, 725646 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:24,738 : INFO : EPOCH 8 - PROGRESS: at 24.86% examples, 725728 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:01:25,743 : INFO : EPOCH 8 - PROGRESS: at 25.20% examples, 725634 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:26,750 : INFO : EPOCH 8 - PROGRESS: at 25.55% examples, 725882 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:27,753 : INFO : EPOCH 8 - PROGRESS: at 25.89% examples, 725960 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:28,758 : INFO : EPOCH 8 - PROGRESS: at 26.25% examples, 726041 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:29,774 : INFO : EPOCH 8 - PROGRESS: at 26.61% examples, 726129 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:30,775 : INFO : EPOCH 8 - PROGRESS: at 26.98% examples, 726328 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:31,792 : INFO : EPOCH 8 - PROGRESS: at 27.34% examples, 726189 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:32,800 : INFO : EPOCH 8 - PROGRESS: at 27.69% examples, 726373 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:33,805 : INFO : EPOCH 8 - PROGRESS: at 28.04% examples, 726552 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:34,816 : INFO : EPOCH 8 - PROGRESS: at 28.40% examples, 726744 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:01:35,829 : INFO : EPOCH 8 - PROGRESS: at 28.77% examples, 726802 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:36,842 : INFO : EPOCH 8 - PROGRESS: at 29.12% examples, 726922 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:37,853 : INFO : EPOCH 8 - PROGRESS: at 29.49% examples, 726967 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:38,877 : INFO : EPOCH 8 - PROGRESS: at 29.86% examples, 726978 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:39,900 : INFO : EPOCH 8 - PROGRESS: at 30.22% examples, 726911 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:01:40,904 : INFO : EPOCH 8 - PROGRESS: at 30.57% examples, 727170 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:41,919 : INFO : EPOCH 8 - PROGRESS: at 30.93% examples, 727173 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:42,937 : INFO : EPOCH 8 - PROGRESS: at 31.30% examples, 727151 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:43,945 : INFO : EPOCH 8 - PROGRESS: at 31.65% examples, 727406 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:44,952 : INFO : EPOCH 8 - PROGRESS: at 32.01% examples, 727340 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:45,956 : INFO : EPOCH 8 - PROGRESS: at 32.35% examples, 727374 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:46,965 : INFO : EPOCH 8 - PROGRESS: at 32.70% examples, 727366 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:47,967 : INFO : EPOCH 8 - PROGRESS: at 33.07% examples, 727517 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:48,988 : INFO : EPOCH 8 - PROGRESS: at 33.41% examples, 727468 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:49,991 : INFO : EPOCH 8 - PROGRESS: at 33.77% examples, 727572 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:50,997 : INFO : EPOCH 8 - PROGRESS: at 34.11% examples, 727560 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:52,012 : INFO : EPOCH 8 - PROGRESS: at 34.48% examples, 727529 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:53,016 : INFO : EPOCH 8 - PROGRESS: at 34.80% examples, 727596 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:54,021 : INFO : EPOCH 8 - PROGRESS: at 35.15% examples, 727723 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:55,023 : INFO : EPOCH 8 - PROGRESS: at 35.52% examples, 727814 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:56,036 : INFO : EPOCH 8 - PROGRESS: at 35.90% examples, 727765 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:57,051 : INFO : EPOCH 8 - PROGRESS: at 36.24% examples, 727753 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:58,058 : INFO : EPOCH 8 - PROGRESS: at 36.58% examples, 727861 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:01:59,059 : INFO : EPOCH 8 - PROGRESS: at 36.94% examples, 727891 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:02:00,063 : INFO : EPOCH 8 - PROGRESS: at 37.28% examples, 727857 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:01,074 : INFO : EPOCH 8 - PROGRESS: at 37.64% examples, 727842 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:02,079 : INFO : EPOCH 8 - PROGRESS: at 37.99% examples, 727950 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:03,089 : INFO : EPOCH 8 - PROGRESS: at 38.36% examples, 727913 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:04,096 : INFO : EPOCH 8 - PROGRESS: at 38.72% examples, 727931 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:05,102 : INFO : EPOCH 8 - PROGRESS: at 39.07% examples, 727986 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:06,103 : INFO : EPOCH 8 - PROGRESS: at 39.42% examples, 727957 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:07,109 : INFO : EPOCH 8 - PROGRESS: at 39.77% examples, 728067 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:02:08,129 : INFO : EPOCH 8 - PROGRESS: at 40.13% examples, 728124 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:09,137 : INFO : EPOCH 8 - PROGRESS: at 40.49% examples, 728169 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:10,137 : INFO : EPOCH 8 - PROGRESS: at 40.82% examples, 728216 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:11,151 : INFO : EPOCH 8 - PROGRESS: at 41.19% examples, 728262 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:12,152 : INFO : EPOCH 8 - PROGRESS: at 41.55% examples, 728352 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:13,155 : INFO : EPOCH 8 - PROGRESS: at 41.90% examples, 728404 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:02:14,159 : INFO : EPOCH 8 - PROGRESS: at 42.23% examples, 728425 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:15,164 : INFO : EPOCH 8 - PROGRESS: at 42.60% examples, 728385 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:02:16,172 : INFO : EPOCH 8 - PROGRESS: at 42.95% examples, 728378 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:17,178 : INFO : EPOCH 8 - PROGRESS: at 43.30% examples, 728319 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:18,179 : INFO : EPOCH 8 - PROGRESS: at 43.64% examples, 728296 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:19,186 : INFO : EPOCH 8 - PROGRESS: at 44.02% examples, 728360 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:20,192 : INFO : EPOCH 8 - PROGRESS: at 44.40% examples, 728318 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:21,213 : INFO : EPOCH 8 - PROGRESS: at 44.75% examples, 728317 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:22,224 : INFO : EPOCH 8 - PROGRESS: at 45.14% examples, 728392 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:23,237 : INFO : EPOCH 8 - PROGRESS: at 45.51% examples, 728393 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:24,249 : INFO : EPOCH 8 - PROGRESS: at 45.86% examples, 728273 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:25,249 : INFO : EPOCH 8 - PROGRESS: at 46.23% examples, 728346 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:26,256 : INFO : EPOCH 8 - PROGRESS: at 46.55% examples, 728425 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:27,262 : INFO : EPOCH 8 - PROGRESS: at 46.91% examples, 728306 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:28,267 : INFO : EPOCH 8 - PROGRESS: at 47.27% examples, 728325 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:29,279 : INFO : EPOCH 8 - PROGRESS: at 47.65% examples, 728371 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:30,280 : INFO : EPOCH 8 - PROGRESS: at 47.99% examples, 728431 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:31,296 : INFO : EPOCH 8 - PROGRESS: at 48.35% examples, 728481 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:32,306 : INFO : EPOCH 8 - PROGRESS: at 48.69% examples, 728507 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:33,315 : INFO : EPOCH 8 - PROGRESS: at 49.05% examples, 728532 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:34,323 : INFO : EPOCH 8 - PROGRESS: at 49.40% examples, 728557 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:35,345 : INFO : EPOCH 8 - PROGRESS: at 49.80% examples, 728565 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:36,353 : INFO : EPOCH 8 - PROGRESS: at 50.16% examples, 728676 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:37,361 : INFO : EPOCH 8 - PROGRESS: at 50.53% examples, 728581 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:02:38,377 : INFO : EPOCH 8 - PROGRESS: at 50.90% examples, 728569 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:02:39,381 : INFO : EPOCH 8 - PROGRESS: at 51.29% examples, 728530 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:40,388 : INFO : EPOCH 8 - PROGRESS: at 51.64% examples, 728546 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:41,401 : INFO : EPOCH 8 - PROGRESS: at 51.99% examples, 728480 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:42,412 : INFO : EPOCH 8 - PROGRESS: at 52.36% examples, 728511 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:43,415 : INFO : EPOCH 8 - PROGRESS: at 52.71% examples, 728604 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:44,416 : INFO : EPOCH 8 - PROGRESS: at 53.09% examples, 728510 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:45,427 : INFO : EPOCH 8 - PROGRESS: at 53.45% examples, 728500 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:46,449 : INFO : EPOCH 8 - PROGRESS: at 53.78% examples, 728531 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:47,470 : INFO : EPOCH 8 - PROGRESS: at 54.13% examples, 728581 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:48,476 : INFO : EPOCH 8 - PROGRESS: at 54.51% examples, 728628 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:49,480 : INFO : EPOCH 8 - PROGRESS: at 54.87% examples, 728666 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:50,489 : INFO : EPOCH 8 - PROGRESS: at 55.24% examples, 728656 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:02:51,500 : INFO : EPOCH 8 - PROGRESS: at 55.60% examples, 728567 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:52,507 : INFO : EPOCH 8 - PROGRESS: at 55.96% examples, 728610 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:53,512 : INFO : EPOCH 8 - PROGRESS: at 56.31% examples, 728654 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:54,521 : INFO : EPOCH 8 - PROGRESS: at 56.69% examples, 728558 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:55,555 : INFO : EPOCH 8 - PROGRESS: at 57.05% examples, 728543 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:56,555 : INFO : EPOCH 8 - PROGRESS: at 57.44% examples, 728582 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:02:57,565 : INFO : EPOCH 8 - PROGRESS: at 57.80% examples, 728712 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:58,569 : INFO : EPOCH 8 - PROGRESS: at 58.16% examples, 728730 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:02:59,578 : INFO : EPOCH 8 - PROGRESS: at 58.50% examples, 728739 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:03:00,579 : INFO : EPOCH 8 - PROGRESS: at 58.86% examples, 728718 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:01,586 : INFO : EPOCH 8 - PROGRESS: at 59.21% examples, 728716 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:03:02,589 : INFO : EPOCH 8 - PROGRESS: at 59.56% examples, 728711 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:03,592 : INFO : EPOCH 8 - PROGRESS: at 59.90% examples, 728793 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:03:04,611 : INFO : EPOCH 8 - PROGRESS: at 60.25% examples, 728784 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:05,628 : INFO : EPOCH 8 - PROGRESS: at 60.63% examples, 728794 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:03:06,631 : INFO : EPOCH 8 - PROGRESS: at 61.00% examples, 728816 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:07,639 : INFO : EPOCH 8 - PROGRESS: at 61.34% examples, 728831 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:08,657 : INFO : EPOCH 8 - PROGRESS: at 61.69% examples, 728814 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:09,663 : INFO : EPOCH 8 - PROGRESS: at 62.05% examples, 728905 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:10,666 : INFO : EPOCH 8 - PROGRESS: at 62.42% examples, 728875 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:11,671 : INFO : EPOCH 8 - PROGRESS: at 62.76% examples, 728886 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:12,671 : INFO : EPOCH 8 - PROGRESS: at 63.13% examples, 728844 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:13,685 : INFO : EPOCH 8 - PROGRESS: at 63.49% examples, 728914 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:14,693 : INFO : EPOCH 8 - PROGRESS: at 63.88% examples, 728892 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:15,727 : INFO : EPOCH 8 - PROGRESS: at 64.21% examples, 728936 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:16,733 : INFO : EPOCH 8 - PROGRESS: at 64.57% examples, 728975 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:17,737 : INFO : EPOCH 8 - PROGRESS: at 64.91% examples, 728938 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:18,737 : INFO : EPOCH 8 - PROGRESS: at 65.25% examples, 729060 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:19,739 : INFO : EPOCH 8 - PROGRESS: at 65.59% examples, 729015 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:20,742 : INFO : EPOCH 8 - PROGRESS: at 65.96% examples, 729074 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:21,742 : INFO : EPOCH 8 - PROGRESS: at 66.32% examples, 729038 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:22,745 : INFO : EPOCH 8 - PROGRESS: at 66.67% examples, 729102 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:23,763 : INFO : EPOCH 8 - PROGRESS: at 67.01% examples, 729154 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:24,771 : INFO : EPOCH 8 - PROGRESS: at 67.38% examples, 729188 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:25,773 : INFO : EPOCH 8 - PROGRESS: at 67.74% examples, 729221 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:26,787 : INFO : EPOCH 8 - PROGRESS: at 68.08% examples, 729261 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:27,800 : INFO : EPOCH 8 - PROGRESS: at 68.45% examples, 729281 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:28,800 : INFO : EPOCH 8 - PROGRESS: at 68.83% examples, 729314 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:29,803 : INFO : EPOCH 8 - PROGRESS: at 69.19% examples, 729307 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:30,804 : INFO : EPOCH 8 - PROGRESS: at 69.55% examples, 729342 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:31,805 : INFO : EPOCH 8 - PROGRESS: at 69.91% examples, 729319 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:32,806 : INFO : EPOCH 8 - PROGRESS: at 70.24% examples, 729286 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:03:33,816 : INFO : EPOCH 8 - PROGRESS: at 70.58% examples, 729316 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:34,827 : INFO : EPOCH 8 - PROGRESS: at 70.93% examples, 729356 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:35,836 : INFO : EPOCH 8 - PROGRESS: at 71.30% examples, 729376 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:03:36,856 : INFO : EPOCH 8 - PROGRESS: at 71.66% examples, 729379 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:37,871 : INFO : EPOCH 8 - PROGRESS: at 72.01% examples, 729388 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:38,891 : INFO : EPOCH 8 - PROGRESS: at 72.37% examples, 729323 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:39,903 : INFO : EPOCH 8 - PROGRESS: at 72.71% examples, 729167 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:40,906 : INFO : EPOCH 8 - PROGRESS: at 73.04% examples, 729010 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:41,915 : INFO : EPOCH 8 - PROGRESS: at 73.38% examples, 728652 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:42,916 : INFO : EPOCH 8 - PROGRESS: at 73.66% examples, 728063 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:43,922 : INFO : EPOCH 8 - PROGRESS: at 74.02% examples, 728085 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:44,926 : INFO : EPOCH 8 - PROGRESS: at 74.35% examples, 728185 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:45,935 : INFO : EPOCH 8 - PROGRESS: at 74.71% examples, 728205 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:46,942 : INFO : EPOCH 8 - PROGRESS: at 75.07% examples, 728243 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:47,949 : INFO : EPOCH 8 - PROGRESS: at 75.42% examples, 728251 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:03:48,953 : INFO : EPOCH 8 - PROGRESS: at 75.80% examples, 728277 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:49,957 : INFO : EPOCH 8 - PROGRESS: at 76.15% examples, 728315 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:50,959 : INFO : EPOCH 8 - PROGRESS: at 76.47% examples, 728330 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:51,960 : INFO : EPOCH 8 - PROGRESS: at 76.82% examples, 728386 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:52,962 : INFO : EPOCH 8 - PROGRESS: at 77.15% examples, 728427 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:53,976 : INFO : EPOCH 8 - PROGRESS: at 77.50% examples, 728425 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:54,982 : INFO : EPOCH 8 - PROGRESS: at 77.88% examples, 728497 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:55,987 : INFO : EPOCH 8 - PROGRESS: at 78.24% examples, 728477 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:56,990 : INFO : EPOCH 8 - PROGRESS: at 78.59% examples, 728470 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:03:57,993 : INFO : EPOCH 8 - PROGRESS: at 78.96% examples, 728525 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:03:59,001 : INFO : EPOCH 8 - PROGRESS: at 79.30% examples, 728540 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:00,020 : INFO : EPOCH 8 - PROGRESS: at 79.66% examples, 728521 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:01,030 : INFO : EPOCH 8 - PROGRESS: at 80.02% examples, 728562 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:02,041 : INFO : EPOCH 8 - PROGRESS: at 80.37% examples, 728576 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:04:03,043 : INFO : EPOCH 8 - PROGRESS: at 80.74% examples, 728622 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:04,044 : INFO : EPOCH 8 - PROGRESS: at 81.10% examples, 728605 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:05,050 : INFO : EPOCH 8 - PROGRESS: at 81.44% examples, 728650 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:06,056 : INFO : EPOCH 8 - PROGRESS: at 81.80% examples, 728691 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:07,065 : INFO : EPOCH 8 - PROGRESS: at 82.17% examples, 728674 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:08,071 : INFO : EPOCH 8 - PROGRESS: at 82.51% examples, 728678 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:09,082 : INFO : EPOCH 8 - PROGRESS: at 82.90% examples, 728704 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:10,082 : INFO : EPOCH 8 - PROGRESS: at 83.25% examples, 728667 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:11,083 : INFO : EPOCH 8 - PROGRESS: at 83.60% examples, 728701 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:12,085 : INFO : EPOCH 8 - PROGRESS: at 83.96% examples, 728684 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:13,095 : INFO : EPOCH 8 - PROGRESS: at 84.31% examples, 728712 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:04:14,104 : INFO : EPOCH 8 - PROGRESS: at 84.67% examples, 728679 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:15,107 : INFO : EPOCH 8 - PROGRESS: at 85.03% examples, 728692 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:16,130 : INFO : EPOCH 8 - PROGRESS: at 85.41% examples, 728669 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:17,134 : INFO : EPOCH 8 - PROGRESS: at 85.79% examples, 728711 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:18,134 : INFO : EPOCH 8 - PROGRESS: at 86.16% examples, 728640 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:19,134 : INFO : EPOCH 8 - PROGRESS: at 86.52% examples, 728669 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:20,137 : INFO : EPOCH 8 - PROGRESS: at 86.89% examples, 728677 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:21,144 : INFO : EPOCH 8 - PROGRESS: at 87.21% examples, 728686 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:22,162 : INFO : EPOCH 8 - PROGRESS: at 87.57% examples, 728649 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:23,178 : INFO : EPOCH 8 - PROGRESS: at 87.94% examples, 728633 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:24,185 : INFO : EPOCH 8 - PROGRESS: at 88.33% examples, 728619 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:25,200 : INFO : EPOCH 8 - PROGRESS: at 88.70% examples, 728570 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:04:26,206 : INFO : EPOCH 8 - PROGRESS: at 89.07% examples, 728653 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:27,208 : INFO : EPOCH 8 - PROGRESS: at 89.44% examples, 728657 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:28,214 : INFO : EPOCH 8 - PROGRESS: at 89.78% examples, 728647 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:29,215 : INFO : EPOCH 8 - PROGRESS: at 90.13% examples, 728649 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:30,217 : INFO : EPOCH 8 - PROGRESS: at 90.47% examples, 728628 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:31,222 : INFO : EPOCH 8 - PROGRESS: at 90.83% examples, 728629 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:32,230 : INFO : EPOCH 8 - PROGRESS: at 91.16% examples, 728663 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:33,240 : INFO : EPOCH 8 - PROGRESS: at 91.52% examples, 728705 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:34,243 : INFO : EPOCH 8 - PROGRESS: at 91.87% examples, 728722 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:35,245 : INFO : EPOCH 8 - PROGRESS: at 92.23% examples, 728726 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:36,259 : INFO : EPOCH 8 - PROGRESS: at 92.60% examples, 728745 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:37,260 : INFO : EPOCH 8 - PROGRESS: at 92.96% examples, 728712 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:38,278 : INFO : EPOCH 8 - PROGRESS: at 93.32% examples, 728722 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:39,299 : INFO : EPOCH 8 - PROGRESS: at 93.68% examples, 728722 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:40,301 : INFO : EPOCH 8 - PROGRESS: at 94.02% examples, 728762 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:41,301 : INFO : EPOCH 8 - PROGRESS: at 94.40% examples, 728786 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:42,313 : INFO : EPOCH 8 - PROGRESS: at 94.73% examples, 728786 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:43,315 : INFO : EPOCH 8 - PROGRESS: at 95.09% examples, 728800 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:44,325 : INFO : EPOCH 8 - PROGRESS: at 95.48% examples, 728796 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:45,327 : INFO : EPOCH 8 - PROGRESS: at 95.82% examples, 728838 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:46,345 : INFO : EPOCH 8 - PROGRESS: at 96.19% examples, 728799 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:47,352 : INFO : EPOCH 8 - PROGRESS: at 96.55% examples, 728846 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:48,356 : INFO : EPOCH 8 - PROGRESS: at 96.90% examples, 728858 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:49,358 : INFO : EPOCH 8 - PROGRESS: at 97.27% examples, 728825 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:50,362 : INFO : EPOCH 8 - PROGRESS: at 97.62% examples, 728790 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:51,366 : INFO : EPOCH 8 - PROGRESS: at 97.99% examples, 728817 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:52,394 : INFO : EPOCH 8 - PROGRESS: at 98.34% examples, 728796 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:53,396 : INFO : EPOCH 8 - PROGRESS: at 98.72% examples, 728796 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:04:54,418 : INFO : EPOCH 8 - PROGRESS: at 99.09% examples, 728815 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:55,421 : INFO : EPOCH 8 - PROGRESS: at 99.42% examples, 728851 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:04:56,423 : INFO : EPOCH 8 - PROGRESS: at 99.77% examples, 728840 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:04:57,050 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 07:04:57,051 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 07:04:57,065 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 07:04:57,069 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 07:04:57,070 : INFO : EPOCH - 8 : training on 265101461 raw words (206120571 effective words) took 282.8s, 728885 effective words/s
2020-07-24 07:04:58,083 : INFO : EPOCH 9 - PROGRESS: at 0.35% examples, 698991 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:04:59,093 : INFO : EPOCH 9 - PROGRESS: at 0.71% examples, 712042 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:00,112 : INFO : EPOCH 9 - PROGRESS: at 1.09% examples, 715284 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:01,120 : INFO : EPOCH 9 - PROGRESS: at 1.45% examples, 717687 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:02,135 : INFO : EPOCH 9 - PROGRESS: at 1.83% examples, 718941 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:03,136 : INFO : EPOCH 9 - PROGRESS: at 2.18% examples, 722868 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:04,151 : INFO : EPOCH 9 - PROGRESS: at 2.53% examples, 722860 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:05,161 : INFO : EPOCH 9 - PROGRESS: at 2.88% examples, 724357 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:06,161 : INFO : EPOCH 9 - PROGRESS: at 3.24% examples, 724279 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:07,164 : INFO : EPOCH 9 - PROGRESS: at 3.60% examples, 723836 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:08,176 : INFO : EPOCH 9 - PROGRESS: at 3.95% examples, 723889 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:09,186 : INFO : EPOCH 9 - PROGRESS: at 4.33% examples, 723879 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:10,190 : INFO : EPOCH 9 - PROGRESS: at 4.68% examples, 724401 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:11,196 : INFO : EPOCH 9 - PROGRESS: at 5.05% examples, 725161 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:12,201 : INFO : EPOCH 9 - PROGRESS: at 5.39% examples, 725403 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:13,209 : INFO : EPOCH 9 - PROGRESS: at 5.77% examples, 726174 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:14,213 : INFO : EPOCH 9 - PROGRESS: at 6.13% examples, 726743 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:15,217 : INFO : EPOCH 9 - PROGRESS: at 6.49% examples, 726602 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:16,220 : INFO : EPOCH 9 - PROGRESS: at 6.84% examples, 726814 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:17,230 : INFO : EPOCH 9 - PROGRESS: at 7.18% examples, 726868 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:18,241 : INFO : EPOCH 9 - PROGRESS: at 7.54% examples, 726742 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:19,242 : INFO : EPOCH 9 - PROGRESS: at 7.89% examples, 727678 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:20,251 : INFO : EPOCH 9 - PROGRESS: at 8.25% examples, 727467 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:05:21,253 : INFO : EPOCH 9 - PROGRESS: at 8.61% examples, 727608 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:22,255 : INFO : EPOCH 9 - PROGRESS: at 8.94% examples, 727875 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:23,257 : INFO : EPOCH 9 - PROGRESS: at 9.29% examples, 727538 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:24,263 : INFO : EPOCH 9 - PROGRESS: at 9.65% examples, 727452 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:25,266 : INFO : EPOCH 9 - PROGRESS: at 10.01% examples, 727588 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:26,267 : INFO : EPOCH 9 - PROGRESS: at 10.39% examples, 727783 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:27,296 : INFO : EPOCH 9 - PROGRESS: at 10.76% examples, 728069 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:28,310 : INFO : EPOCH 9 - PROGRESS: at 11.12% examples, 728263 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:29,314 : INFO : EPOCH 9 - PROGRESS: at 11.52% examples, 728264 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:30,315 : INFO : EPOCH 9 - PROGRESS: at 11.89% examples, 728164 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:31,325 : INFO : EPOCH 9 - PROGRESS: at 12.24% examples, 728251 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:32,326 : INFO : EPOCH 9 - PROGRESS: at 12.61% examples, 728162 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:33,330 : INFO : EPOCH 9 - PROGRESS: at 12.95% examples, 728494 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:34,332 : INFO : EPOCH 9 - PROGRESS: at 13.32% examples, 728464 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:35,339 : INFO : EPOCH 9 - PROGRESS: at 13.66% examples, 728418 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:36,340 : INFO : EPOCH 9 - PROGRESS: at 14.01% examples, 728586 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:37,357 : INFO : EPOCH 9 - PROGRESS: at 14.37% examples, 728899 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:38,361 : INFO : EPOCH 9 - PROGRESS: at 14.75% examples, 728972 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:39,379 : INFO : EPOCH 9 - PROGRESS: at 15.11% examples, 728931 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:05:40,381 : INFO : EPOCH 9 - PROGRESS: at 15.49% examples, 729204 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:41,384 : INFO : EPOCH 9 - PROGRESS: at 15.85% examples, 728888 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:42,394 : INFO : EPOCH 9 - PROGRESS: at 16.19% examples, 728782 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:43,398 : INFO : EPOCH 9 - PROGRESS: at 16.56% examples, 728832 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:44,399 : INFO : EPOCH 9 - PROGRESS: at 16.88% examples, 728718 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:45,402 : INFO : EPOCH 9 - PROGRESS: at 17.24% examples, 728669 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:46,404 : INFO : EPOCH 9 - PROGRESS: at 17.62% examples, 728872 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:47,415 : INFO : EPOCH 9 - PROGRESS: at 17.98% examples, 729052 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:48,419 : INFO : EPOCH 9 - PROGRESS: at 18.33% examples, 729218 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:49,435 : INFO : EPOCH 9 - PROGRESS: at 18.68% examples, 729017 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:50,440 : INFO : EPOCH 9 - PROGRESS: at 19.04% examples, 728977 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:05:51,440 : INFO : EPOCH 9 - PROGRESS: at 19.40% examples, 729129 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:52,447 : INFO : EPOCH 9 - PROGRESS: at 19.78% examples, 728871 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:53,448 : INFO : EPOCH 9 - PROGRESS: at 20.13% examples, 728985 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:05:54,454 : INFO : EPOCH 9 - PROGRESS: at 20.47% examples, 729049 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:55,463 : INFO : EPOCH 9 - PROGRESS: at 20.81% examples, 728950 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:56,485 : INFO : EPOCH 9 - PROGRESS: at 21.15% examples, 729063 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:57,488 : INFO : EPOCH 9 - PROGRESS: at 21.52% examples, 729402 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:58,493 : INFO : EPOCH 9 - PROGRESS: at 21.87% examples, 729183 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:05:59,496 : INFO : EPOCH 9 - PROGRESS: at 22.21% examples, 729251 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:06:00,505 : INFO : EPOCH 9 - PROGRESS: at 22.56% examples, 729171 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:01,530 : INFO : EPOCH 9 - PROGRESS: at 22.90% examples, 729136 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:02,531 : INFO : EPOCH 9 - PROGRESS: at 23.27% examples, 729353 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:03,533 : INFO : EPOCH 9 - PROGRESS: at 23.62% examples, 729376 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:04,551 : INFO : EPOCH 9 - PROGRESS: at 23.98% examples, 729547 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:05,562 : INFO : EPOCH 9 - PROGRESS: at 24.34% examples, 729561 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:06,581 : INFO : EPOCH 9 - PROGRESS: at 24.68% examples, 729659 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:07,593 : INFO : EPOCH 9 - PROGRESS: at 25.01% examples, 729767 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:08,611 : INFO : EPOCH 9 - PROGRESS: at 25.36% examples, 729655 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:09,614 : INFO : EPOCH 9 - PROGRESS: at 25.70% examples, 729809 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:10,619 : INFO : EPOCH 9 - PROGRESS: at 26.07% examples, 729784 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:11,622 : INFO : EPOCH 9 - PROGRESS: at 26.42% examples, 729881 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:12,638 : INFO : EPOCH 9 - PROGRESS: at 26.78% examples, 729799 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:13,642 : INFO : EPOCH 9 - PROGRESS: at 27.13% examples, 729924 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:14,643 : INFO : EPOCH 9 - PROGRESS: at 27.47% examples, 729708 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:15,645 : INFO : EPOCH 9 - PROGRESS: at 27.85% examples, 729736 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:06:16,651 : INFO : EPOCH 9 - PROGRESS: at 28.18% examples, 729695 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:17,669 : INFO : EPOCH 9 - PROGRESS: at 28.54% examples, 729806 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:18,672 : INFO : EPOCH 9 - PROGRESS: at 28.89% examples, 729597 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:19,690 : INFO : EPOCH 9 - PROGRESS: at 29.23% examples, 729203 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:20,710 : INFO : EPOCH 9 - PROGRESS: at 29.58% examples, 728742 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:21,717 : INFO : EPOCH 9 - PROGRESS: at 29.92% examples, 728037 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:22,722 : INFO : EPOCH 9 - PROGRESS: at 30.22% examples, 726466 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:23,723 : INFO : EPOCH 9 - PROGRESS: at 30.55% examples, 726357 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:24,728 : INFO : EPOCH 9 - PROGRESS: at 30.90% examples, 726461 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:25,731 : INFO : EPOCH 9 - PROGRESS: at 31.28% examples, 726403 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:06:26,740 : INFO : EPOCH 9 - PROGRESS: at 31.62% examples, 726547 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:27,745 : INFO : EPOCH 9 - PROGRESS: at 31.97% examples, 726577 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:28,750 : INFO : EPOCH 9 - PROGRESS: at 32.33% examples, 726699 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:29,773 : INFO : EPOCH 9 - PROGRESS: at 32.68% examples, 726687 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:30,785 : INFO : EPOCH 9 - PROGRESS: at 33.05% examples, 726718 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:31,785 : INFO : EPOCH 9 - PROGRESS: at 33.38% examples, 726765 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:32,789 : INFO : EPOCH 9 - PROGRESS: at 33.74% examples, 726733 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:33,804 : INFO : EPOCH 9 - PROGRESS: at 34.07% examples, 726745 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:34,815 : INFO : EPOCH 9 - PROGRESS: at 34.45% examples, 726764 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:35,815 : INFO : EPOCH 9 - PROGRESS: at 34.77% examples, 726799 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:36,818 : INFO : EPOCH 9 - PROGRESS: at 35.12% examples, 726847 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:37,825 : INFO : EPOCH 9 - PROGRESS: at 35.49% examples, 726920 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:38,831 : INFO : EPOCH 9 - PROGRESS: at 35.87% examples, 726950 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:39,843 : INFO : EPOCH 9 - PROGRESS: at 36.20% examples, 726865 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:40,847 : INFO : EPOCH 9 - PROGRESS: at 36.53% examples, 726895 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:41,856 : INFO : EPOCH 9 - PROGRESS: at 36.88% examples, 726793 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:06:42,865 : INFO : EPOCH 9 - PROGRESS: at 37.23% examples, 726730 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:43,870 : INFO : EPOCH 9 - PROGRESS: at 37.59% examples, 726815 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:06:44,882 : INFO : EPOCH 9 - PROGRESS: at 37.94% examples, 726923 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:45,886 : INFO : EPOCH 9 - PROGRESS: at 38.30% examples, 726883 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:46,891 : INFO : EPOCH 9 - PROGRESS: at 38.66% examples, 726906 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:47,897 : INFO : EPOCH 9 - PROGRESS: at 39.02% examples, 726956 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:48,899 : INFO : EPOCH 9 - PROGRESS: at 39.36% examples, 726957 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:49,903 : INFO : EPOCH 9 - PROGRESS: at 39.72% examples, 727069 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:50,907 : INFO : EPOCH 9 - PROGRESS: at 40.06% examples, 727122 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:06:51,910 : INFO : EPOCH 9 - PROGRESS: at 40.43% examples, 727157 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:52,910 : INFO : EPOCH 9 - PROGRESS: at 40.77% examples, 727236 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:53,926 : INFO : EPOCH 9 - PROGRESS: at 41.13% examples, 727189 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:54,926 : INFO : EPOCH 9 - PROGRESS: at 41.49% examples, 727173 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:55,933 : INFO : EPOCH 9 - PROGRESS: at 41.83% examples, 727183 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:56,944 : INFO : EPOCH 9 - PROGRESS: at 42.18% examples, 727269 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:57,949 : INFO : EPOCH 9 - PROGRESS: at 42.54% examples, 727260 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:58,959 : INFO : EPOCH 9 - PROGRESS: at 42.87% examples, 726952 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:06:59,963 : INFO : EPOCH 9 - PROGRESS: at 43.18% examples, 726449 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:00,966 : INFO : EPOCH 9 - PROGRESS: at 43.52% examples, 725931 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:01,969 : INFO : EPOCH 9 - PROGRESS: at 43.83% examples, 725312 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:07:02,979 : INFO : EPOCH 9 - PROGRESS: at 44.18% examples, 724855 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:03,988 : INFO : EPOCH 9 - PROGRESS: at 44.50% examples, 724311 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:04,989 : INFO : EPOCH 9 - PROGRESS: at 44.84% examples, 723810 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:05,996 : INFO : EPOCH 9 - PROGRESS: at 45.17% examples, 723298 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:06,998 : INFO : EPOCH 9 - PROGRESS: at 45.50% examples, 722802 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:07,999 : INFO : EPOCH 9 - PROGRESS: at 45.81% examples, 722349 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:09,000 : INFO : EPOCH 9 - PROGRESS: at 46.15% examples, 721906 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:10,007 : INFO : EPOCH 9 - PROGRESS: at 46.45% examples, 721400 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:07:11,009 : INFO : EPOCH 9 - PROGRESS: at 46.77% examples, 720985 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:12,023 : INFO : EPOCH 9 - PROGRESS: at 47.09% examples, 720521 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:13,027 : INFO : EPOCH 9 - PROGRESS: at 47.43% examples, 720113 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:14,039 : INFO : EPOCH 9 - PROGRESS: at 47.75% examples, 719677 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:15,057 : INFO : EPOCH 9 - PROGRESS: at 48.08% examples, 719275 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:16,062 : INFO : EPOCH 9 - PROGRESS: at 48.41% examples, 718908 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:17,064 : INFO : EPOCH 9 - PROGRESS: at 48.70% examples, 718480 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:18,065 : INFO : EPOCH 9 - PROGRESS: at 49.03% examples, 718109 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:07:19,077 : INFO : EPOCH 9 - PROGRESS: at 49.35% examples, 717683 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:20,085 : INFO : EPOCH 9 - PROGRESS: at 49.70% examples, 717353 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:21,089 : INFO : EPOCH 9 - PROGRESS: at 50.03% examples, 716942 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:22,089 : INFO : EPOCH 9 - PROGRESS: at 50.37% examples, 716520 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:23,107 : INFO : EPOCH 9 - PROGRESS: at 50.71% examples, 716140 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:24,118 : INFO : EPOCH 9 - PROGRESS: at 51.05% examples, 715746 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:25,119 : INFO : EPOCH 9 - PROGRESS: at 51.37% examples, 715392 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:26,132 : INFO : EPOCH 9 - PROGRESS: at 51.70% examples, 715061 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:07:27,137 : INFO : EPOCH 9 - PROGRESS: at 52.03% examples, 714699 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:28,154 : INFO : EPOCH 9 - PROGRESS: at 52.37% examples, 714300 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:29,172 : INFO : EPOCH 9 - PROGRESS: at 52.67% examples, 714015 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:30,190 : INFO : EPOCH 9 - PROGRESS: at 53.03% examples, 713599 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:07:31,195 : INFO : EPOCH 9 - PROGRESS: at 53.36% examples, 713249 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:07:32,209 : INFO : EPOCH 9 - PROGRESS: at 53.67% examples, 712924 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:33,213 : INFO : EPOCH 9 - PROGRESS: at 53.98% examples, 712587 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:07:34,213 : INFO : EPOCH 9 - PROGRESS: at 54.28% examples, 712239 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:35,220 : INFO : EPOCH 9 - PROGRESS: at 54.62% examples, 711915 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:36,221 : INFO : EPOCH 9 - PROGRESS: at 54.97% examples, 711677 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:37,225 : INFO : EPOCH 9 - PROGRESS: at 55.28% examples, 711260 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:38,231 : INFO : EPOCH 9 - PROGRESS: at 55.61% examples, 710938 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:39,242 : INFO : EPOCH 9 - PROGRESS: at 55.94% examples, 710615 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:40,245 : INFO : EPOCH 9 - PROGRESS: at 56.26% examples, 710346 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:41,245 : INFO : EPOCH 9 - PROGRESS: at 56.60% examples, 710035 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:42,250 : INFO : EPOCH 9 - PROGRESS: at 56.92% examples, 709662 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:43,261 : INFO : EPOCH 9 - PROGRESS: at 57.24% examples, 709319 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:44,267 : INFO : EPOCH 9 - PROGRESS: at 57.60% examples, 709055 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:45,278 : INFO : EPOCH 9 - PROGRESS: at 57.92% examples, 708688 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:46,282 : INFO : EPOCH 9 - PROGRESS: at 58.23% examples, 708422 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:47,286 : INFO : EPOCH 9 - PROGRESS: at 58.55% examples, 708207 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:48,287 : INFO : EPOCH 9 - PROGRESS: at 58.87% examples, 707966 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:49,298 : INFO : EPOCH 9 - PROGRESS: at 59.20% examples, 707675 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:07:50,306 : INFO : EPOCH 9 - PROGRESS: at 59.52% examples, 707340 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:51,312 : INFO : EPOCH 9 - PROGRESS: at 59.80% examples, 707131 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:52,331 : INFO : EPOCH 9 - PROGRESS: at 60.13% examples, 706848 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:53,332 : INFO : EPOCH 9 - PROGRESS: at 60.46% examples, 706582 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:54,345 : INFO : EPOCH 9 - PROGRESS: at 60.80% examples, 706278 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:55,360 : INFO : EPOCH 9 - PROGRESS: at 61.12% examples, 706032 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:56,366 : INFO : EPOCH 9 - PROGRESS: at 61.43% examples, 705815 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:57,377 : INFO : EPOCH 9 - PROGRESS: at 61.75% examples, 705572 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:07:58,388 : INFO : EPOCH 9 - PROGRESS: at 62.07% examples, 705361 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:07:59,391 : INFO : EPOCH 9 - PROGRESS: at 62.42% examples, 705096 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:00,393 : INFO : EPOCH 9 - PROGRESS: at 62.73% examples, 704799 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:08:01,399 : INFO : EPOCH 9 - PROGRESS: at 63.06% examples, 704574 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:02,399 : INFO : EPOCH 9 - PROGRESS: at 63.39% examples, 704374 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:08:03,404 : INFO : EPOCH 9 - PROGRESS: at 63.72% examples, 704143 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:04,424 : INFO : EPOCH 9 - PROGRESS: at 64.04% examples, 703885 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:05,437 : INFO : EPOCH 9 - PROGRESS: at 64.35% examples, 703676 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:06,440 : INFO : EPOCH 9 - PROGRESS: at 64.67% examples, 703494 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:07,454 : INFO : EPOCH 9 - PROGRESS: at 64.97% examples, 703293 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:08,462 : INFO : EPOCH 9 - PROGRESS: at 65.29% examples, 703111 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:09,469 : INFO : EPOCH 9 - PROGRESS: at 65.61% examples, 702905 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:08:10,479 : INFO : EPOCH 9 - PROGRESS: at 65.95% examples, 702706 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:11,481 : INFO : EPOCH 9 - PROGRESS: at 66.27% examples, 702480 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:12,483 : INFO : EPOCH 9 - PROGRESS: at 66.59% examples, 702274 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:13,488 : INFO : EPOCH 9 - PROGRESS: at 66.90% examples, 702075 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:14,490 : INFO : EPOCH 9 - PROGRESS: at 67.23% examples, 701900 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:15,497 : INFO : EPOCH 9 - PROGRESS: at 67.54% examples, 701731 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:16,511 : INFO : EPOCH 9 - PROGRESS: at 67.86% examples, 701532 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:17,518 : INFO : EPOCH 9 - PROGRESS: at 68.19% examples, 701349 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:18,522 : INFO : EPOCH 9 - PROGRESS: at 68.52% examples, 701171 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:19,528 : INFO : EPOCH 9 - PROGRESS: at 68.85% examples, 700943 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:08:20,529 : INFO : EPOCH 9 - PROGRESS: at 69.18% examples, 700758 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:21,532 : INFO : EPOCH 9 - PROGRESS: at 69.49% examples, 700543 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:22,545 : INFO : EPOCH 9 - PROGRESS: at 69.84% examples, 700373 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:23,560 : INFO : EPOCH 9 - PROGRESS: at 70.14% examples, 700179 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:24,573 : INFO : EPOCH 9 - PROGRESS: at 70.46% examples, 700055 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:25,573 : INFO : EPOCH 9 - PROGRESS: at 70.76% examples, 699900 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:26,575 : INFO : EPOCH 9 - PROGRESS: at 71.10% examples, 699790 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:27,584 : INFO : EPOCH 9 - PROGRESS: at 71.43% examples, 699599 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:08:28,599 : INFO : EPOCH 9 - PROGRESS: at 71.76% examples, 699433 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:29,607 : INFO : EPOCH 9 - PROGRESS: at 72.07% examples, 699265 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:08:30,612 : INFO : EPOCH 9 - PROGRESS: at 72.40% examples, 699045 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:31,618 : INFO : EPOCH 9 - PROGRESS: at 72.72% examples, 698873 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:08:32,620 : INFO : EPOCH 9 - PROGRESS: at 73.03% examples, 698734 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:08:33,620 : INFO : EPOCH 9 - PROGRESS: at 73.37% examples, 698560 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:34,639 : INFO : EPOCH 9 - PROGRESS: at 73.68% examples, 698365 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:35,649 : INFO : EPOCH 9 - PROGRESS: at 74.01% examples, 698209 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:36,654 : INFO : EPOCH 9 - PROGRESS: at 74.30% examples, 698032 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:37,661 : INFO : EPOCH 9 - PROGRESS: at 74.62% examples, 697891 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:38,663 : INFO : EPOCH 9 - PROGRESS: at 74.95% examples, 697743 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:39,664 : INFO : EPOCH 9 - PROGRESS: at 75.27% examples, 697582 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:40,666 : INFO : EPOCH 9 - PROGRESS: at 75.60% examples, 697411 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:41,672 : INFO : EPOCH 9 - PROGRESS: at 75.92% examples, 697262 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:42,673 : INFO : EPOCH 9 - PROGRESS: at 76.24% examples, 697122 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:43,677 : INFO : EPOCH 9 - PROGRESS: at 76.53% examples, 696982 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:44,683 : INFO : EPOCH 9 - PROGRESS: at 76.84% examples, 696837 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:45,687 : INFO : EPOCH 9 - PROGRESS: at 77.14% examples, 696708 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:08:46,695 : INFO : EPOCH 9 - PROGRESS: at 77.47% examples, 696591 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:47,712 : INFO : EPOCH 9 - PROGRESS: at 77.79% examples, 696416 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:48,726 : INFO : EPOCH 9 - PROGRESS: at 78.13% examples, 696227 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:49,743 : INFO : EPOCH 9 - PROGRESS: at 78.45% examples, 696054 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:50,754 : INFO : EPOCH 9 - PROGRESS: at 78.79% examples, 695922 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:51,771 : INFO : EPOCH 9 - PROGRESS: at 79.11% examples, 695758 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:52,794 : INFO : EPOCH 9 - PROGRESS: at 79.43% examples, 695622 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:53,815 : INFO : EPOCH 9 - PROGRESS: at 79.75% examples, 695455 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:08:54,836 : INFO : EPOCH 9 - PROGRESS: at 80.08% examples, 695314 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:55,837 : INFO : EPOCH 9 - PROGRESS: at 80.40% examples, 695174 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:56,842 : INFO : EPOCH 9 - PROGRESS: at 80.72% examples, 695046 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:57,848 : INFO : EPOCH 9 - PROGRESS: at 81.06% examples, 694889 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:08:58,852 : INFO : EPOCH 9 - PROGRESS: at 81.35% examples, 694693 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:08:59,883 : INFO : EPOCH 9 - PROGRESS: at 81.67% examples, 694397 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:00,895 : INFO : EPOCH 9 - PROGRESS: at 81.98% examples, 694102 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:01,921 : INFO : EPOCH 9 - PROGRESS: at 82.27% examples, 693680 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:02,925 : INFO : EPOCH 9 - PROGRESS: at 82.55% examples, 693302 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:03,939 : INFO : EPOCH 9 - PROGRESS: at 82.94% examples, 693380 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:04,950 : INFO : EPOCH 9 - PROGRESS: at 83.29% examples, 693533 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:05,965 : INFO : EPOCH 9 - PROGRESS: at 83.64% examples, 693662 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:06,970 : INFO : EPOCH 9 - PROGRESS: at 84.00% examples, 693793 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:07,973 : INFO : EPOCH 9 - PROGRESS: at 84.36% examples, 693926 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:08,980 : INFO : EPOCH 9 - PROGRESS: at 84.72% examples, 694051 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:09,986 : INFO : EPOCH 9 - PROGRESS: at 85.07% examples, 694173 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:10,988 : INFO : EPOCH 9 - PROGRESS: at 85.45% examples, 694311 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:12,000 : INFO : EPOCH 9 - PROGRESS: at 85.82% examples, 694453 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:09:13,016 : INFO : EPOCH 9 - PROGRESS: at 86.20% examples, 694546 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:09:14,025 : INFO : EPOCH 9 - PROGRESS: at 86.57% examples, 694714 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:15,026 : INFO : EPOCH 9 - PROGRESS: at 86.92% examples, 694855 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:16,033 : INFO : EPOCH 9 - PROGRESS: at 87.26% examples, 694983 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:17,038 : INFO : EPOCH 9 - PROGRESS: at 87.61% examples, 695093 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:18,052 : INFO : EPOCH 9 - PROGRESS: at 87.98% examples, 695229 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:19,053 : INFO : EPOCH 9 - PROGRESS: at 88.37% examples, 695367 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:20,055 : INFO : EPOCH 9 - PROGRESS: at 88.75% examples, 695490 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:21,059 : INFO : EPOCH 9 - PROGRESS: at 89.11% examples, 695656 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:22,064 : INFO : EPOCH 9 - PROGRESS: at 89.47% examples, 695746 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:09:23,070 : INFO : EPOCH 9 - PROGRESS: at 89.82% examples, 695915 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:24,071 : INFO : EPOCH 9 - PROGRESS: at 90.18% examples, 696016 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:09:25,079 : INFO : EPOCH 9 - PROGRESS: at 90.51% examples, 696129 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:26,091 : INFO : EPOCH 9 - PROGRESS: at 90.86% examples, 696234 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:27,102 : INFO : EPOCH 9 - PROGRESS: at 91.21% examples, 696389 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:28,108 : INFO : EPOCH 9 - PROGRESS: at 91.55% examples, 696503 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:29,126 : INFO : EPOCH 9 - PROGRESS: at 91.91% examples, 696629 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:09:30,139 : INFO : EPOCH 9 - PROGRESS: at 92.27% examples, 696755 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:31,147 : INFO : EPOCH 9 - PROGRESS: at 92.64% examples, 696889 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:32,153 : INFO : EPOCH 9 - PROGRESS: at 93.01% examples, 697003 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:33,154 : INFO : EPOCH 9 - PROGRESS: at 93.36% examples, 697163 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:34,170 : INFO : EPOCH 9 - PROGRESS: at 93.72% examples, 697264 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:35,189 : INFO : EPOCH 9 - PROGRESS: at 94.06% examples, 697386 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:36,196 : INFO : EPOCH 9 - PROGRESS: at 94.45% examples, 697508 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:37,211 : INFO : EPOCH 9 - PROGRESS: at 94.78% examples, 697659 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:38,216 : INFO : EPOCH 9 - PROGRESS: at 95.15% examples, 697797 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:09:39,227 : INFO : EPOCH 9 - PROGRESS: at 95.52% examples, 697885 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:40,228 : INFO : EPOCH 9 - PROGRESS: at 95.86% examples, 698013 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:41,230 : INFO : EPOCH 9 - PROGRESS: at 96.23% examples, 698105 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:42,240 : INFO : EPOCH 9 - PROGRESS: at 96.58% examples, 698198 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:43,248 : INFO : EPOCH 9 - PROGRESS: at 96.95% examples, 698317 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:44,265 : INFO : EPOCH 9 - PROGRESS: at 97.32% examples, 698428 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:45,266 : INFO : EPOCH 9 - PROGRESS: at 97.66% examples, 698534 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:46,277 : INFO : EPOCH 9 - PROGRESS: at 98.04% examples, 698638 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:47,284 : INFO : EPOCH 9 - PROGRESS: at 98.40% examples, 698744 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:48,290 : INFO : EPOCH 9 - PROGRESS: at 98.77% examples, 698875 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:49,294 : INFO : EPOCH 9 - PROGRESS: at 99.13% examples, 698982 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:50,307 : INFO : EPOCH 9 - PROGRESS: at 99.46% examples, 699066 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:51,313 : INFO : EPOCH 9 - PROGRESS: at 99.82% examples, 699184 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:51,815 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 07:09:51,821 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 07:09:51,837 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 07:09:51,841 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 07:09:51,842 : INFO : EPOCH - 9 : training on 265101461 raw words (206122857 effective words) took 294.8s, 699271 effective words/s
2020-07-24 07:09:52,847 : INFO : EPOCH 10 - PROGRESS: at 0.34% examples, 696678 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:53,852 : INFO : EPOCH 10 - PROGRESS: at 0.71% examples, 708648 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:54,852 : INFO : EPOCH 10 - PROGRESS: at 1.08% examples, 714903 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:55,858 : INFO : EPOCH 10 - PROGRESS: at 1.44% examples, 716004 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:09:56,862 : INFO : EPOCH 10 - PROGRESS: at 1.80% examples, 718517 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:57,866 : INFO : EPOCH 10 - PROGRESS: at 2.16% examples, 720413 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:58,870 : INFO : EPOCH 10 - PROGRESS: at 2.50% examples, 722362 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:09:59,885 : INFO : EPOCH 10 - PROGRESS: at 2.86% examples, 723256 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:00,887 : INFO : EPOCH 10 - PROGRESS: at 3.21% examples, 723149 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:01,892 : INFO : EPOCH 10 - PROGRESS: at 3.59% examples, 723060 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:02,893 : INFO : EPOCH 10 - PROGRESS: at 3.93% examples, 724369 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:03,897 : INFO : EPOCH 10 - PROGRESS: at 4.31% examples, 724482 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:04,904 : INFO : EPOCH 10 - PROGRESS: at 4.67% examples, 723672 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:05,916 : INFO : EPOCH 10 - PROGRESS: at 5.02% examples, 723893 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:06,922 : INFO : EPOCH 10 - PROGRESS: at 5.37% examples, 724292 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:07,925 : INFO : EPOCH 10 - PROGRESS: at 5.75% examples, 725418 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:08,928 : INFO : EPOCH 10 - PROGRESS: at 6.10% examples, 725808 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:09,948 : INFO : EPOCH 10 - PROGRESS: at 6.46% examples, 725295 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:10,953 : INFO : EPOCH 10 - PROGRESS: at 6.82% examples, 725725 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:11,962 : INFO : EPOCH 10 - PROGRESS: at 7.16% examples, 725976 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:10:12,997 : INFO : EPOCH 10 - PROGRESS: at 7.52% examples, 725872 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:14,002 : INFO : EPOCH 10 - PROGRESS: at 7.88% examples, 726152 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:15,021 : INFO : EPOCH 10 - PROGRESS: at 8.24% examples, 725864 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:16,023 : INFO : EPOCH 10 - PROGRESS: at 8.59% examples, 725792 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:17,023 : INFO : EPOCH 10 - PROGRESS: at 8.93% examples, 726307 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:18,026 : INFO : EPOCH 10 - PROGRESS: at 9.28% examples, 726555 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:19,027 : INFO : EPOCH 10 - PROGRESS: at 9.64% examples, 726255 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:20,033 : INFO : EPOCH 10 - PROGRESS: at 10.00% examples, 726266 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:21,033 : INFO : EPOCH 10 - PROGRESS: at 10.37% examples, 726654 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:10:22,034 : INFO : EPOCH 10 - PROGRESS: at 10.73% examples, 726738 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:23,045 : INFO : EPOCH 10 - PROGRESS: at 11.08% examples, 726605 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:24,054 : INFO : EPOCH 10 - PROGRESS: at 11.47% examples, 726134 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:25,061 : INFO : EPOCH 10 - PROGRESS: at 11.85% examples, 726199 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:26,062 : INFO : EPOCH 10 - PROGRESS: at 12.20% examples, 726294 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:27,073 : INFO : EPOCH 10 - PROGRESS: at 12.56% examples, 726325 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:28,082 : INFO : EPOCH 10 - PROGRESS: at 12.91% examples, 726694 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:29,088 : INFO : EPOCH 10 - PROGRESS: at 13.29% examples, 726354 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:30,091 : INFO : EPOCH 10 - PROGRESS: at 13.62% examples, 726503 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:31,098 : INFO : EPOCH 10 - PROGRESS: at 13.97% examples, 726725 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:32,106 : INFO : EPOCH 10 - PROGRESS: at 14.32% examples, 726985 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:33,107 : INFO : EPOCH 10 - PROGRESS: at 14.69% examples, 727124 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:34,110 : INFO : EPOCH 10 - PROGRESS: at 15.07% examples, 727062 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:35,119 : INFO : EPOCH 10 - PROGRESS: at 15.43% examples, 727354 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:36,122 : INFO : EPOCH 10 - PROGRESS: at 15.81% examples, 726982 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:37,135 : INFO : EPOCH 10 - PROGRESS: at 16.15% examples, 727013 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:38,135 : INFO : EPOCH 10 - PROGRESS: at 16.50% examples, 727096 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:10:39,147 : INFO : EPOCH 10 - PROGRESS: at 16.85% examples, 727050 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:40,150 : INFO : EPOCH 10 - PROGRESS: at 17.19% examples, 727111 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:41,156 : INFO : EPOCH 10 - PROGRESS: at 17.57% examples, 727029 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:42,178 : INFO : EPOCH 10 - PROGRESS: at 17.93% examples, 727031 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:10:43,186 : INFO : EPOCH 10 - PROGRESS: at 18.27% examples, 727133 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:10:44,198 : INFO : EPOCH 10 - PROGRESS: at 18.64% examples, 727093 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:45,202 : INFO : EPOCH 10 - PROGRESS: at 18.99% examples, 727241 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:46,219 : INFO : EPOCH 10 - PROGRESS: at 19.35% examples, 727242 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:47,222 : INFO : EPOCH 10 - PROGRESS: at 19.73% examples, 726974 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:48,225 : INFO : EPOCH 10 - PROGRESS: at 20.07% examples, 727091 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:49,230 : INFO : EPOCH 10 - PROGRESS: at 20.41% examples, 726953 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:50,242 : INFO : EPOCH 10 - PROGRESS: at 20.77% examples, 726819 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:51,245 : INFO : EPOCH 10 - PROGRESS: at 21.10% examples, 727105 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:52,246 : INFO : EPOCH 10 - PROGRESS: at 21.45% examples, 726978 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:53,251 : INFO : EPOCH 10 - PROGRESS: at 21.74% examples, 725798 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:54,254 : INFO : EPOCH 10 - PROGRESS: at 22.09% examples, 724583 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:10:55,254 : INFO : EPOCH 10 - PROGRESS: at 22.38% examples, 723578 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:56,255 : INFO : EPOCH 10 - PROGRESS: at 22.70% examples, 722721 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:57,258 : INFO : EPOCH 10 - PROGRESS: at 23.02% examples, 721809 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:10:58,270 : INFO : EPOCH 10 - PROGRESS: at 23.34% examples, 721046 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:10:59,283 : INFO : EPOCH 10 - PROGRESS: at 23.67% examples, 720001 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:00,303 : INFO : EPOCH 10 - PROGRESS: at 23.98% examples, 719081 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:11:01,306 : INFO : EPOCH 10 - PROGRESS: at 24.30% examples, 718283 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:02,320 : INFO : EPOCH 10 - PROGRESS: at 24.62% examples, 717423 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:03,324 : INFO : EPOCH 10 - PROGRESS: at 24.90% examples, 716795 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:04,330 : INFO : EPOCH 10 - PROGRESS: at 25.22% examples, 716011 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:05,335 : INFO : EPOCH 10 - PROGRESS: at 25.53% examples, 715327 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:06,342 : INFO : EPOCH 10 - PROGRESS: at 25.85% examples, 714651 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:07,359 : INFO : EPOCH 10 - PROGRESS: at 26.17% examples, 713800 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:08,362 : INFO : EPOCH 10 - PROGRESS: at 26.49% examples, 713155 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:09,371 : INFO : EPOCH 10 - PROGRESS: at 26.83% examples, 712403 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:10,390 : INFO : EPOCH 10 - PROGRESS: at 27.13% examples, 711644 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:11,404 : INFO : EPOCH 10 - PROGRESS: at 27.46% examples, 711050 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:12,410 : INFO : EPOCH 10 - PROGRESS: at 27.80% examples, 710369 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:11:13,432 : INFO : EPOCH 10 - PROGRESS: at 28.10% examples, 709838 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:14,447 : INFO : EPOCH 10 - PROGRESS: at 28.43% examples, 709430 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:15,449 : INFO : EPOCH 10 - PROGRESS: at 28.76% examples, 708843 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:16,450 : INFO : EPOCH 10 - PROGRESS: at 29.07% examples, 708294 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:17,460 : INFO : EPOCH 10 - PROGRESS: at 29.41% examples, 707575 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:18,467 : INFO : EPOCH 10 - PROGRESS: at 29.72% examples, 707063 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:19,468 : INFO : EPOCH 10 - PROGRESS: at 30.05% examples, 706422 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:20,469 : INFO : EPOCH 10 - PROGRESS: at 30.37% examples, 705925 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:21,469 : INFO : EPOCH 10 - PROGRESS: at 30.68% examples, 705587 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:11:22,475 : INFO : EPOCH 10 - PROGRESS: at 31.02% examples, 705068 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:23,480 : INFO : EPOCH 10 - PROGRESS: at 31.34% examples, 704533 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:24,493 : INFO : EPOCH 10 - PROGRESS: at 31.66% examples, 704202 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:25,499 : INFO : EPOCH 10 - PROGRESS: at 31.98% examples, 703685 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:26,503 : INFO : EPOCH 10 - PROGRESS: at 32.30% examples, 703224 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:27,505 : INFO : EPOCH 10 - PROGRESS: at 32.61% examples, 702705 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:28,506 : INFO : EPOCH 10 - PROGRESS: at 32.94% examples, 702266 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:29,517 : INFO : EPOCH 10 - PROGRESS: at 33.25% examples, 701801 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:30,532 : INFO : EPOCH 10 - PROGRESS: at 33.57% examples, 701362 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:31,548 : INFO : EPOCH 10 - PROGRESS: at 33.89% examples, 700990 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:32,560 : INFO : EPOCH 10 - PROGRESS: at 34.21% examples, 700523 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:33,568 : INFO : EPOCH 10 - PROGRESS: at 34.53% examples, 700106 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:34,568 : INFO : EPOCH 10 - PROGRESS: at 34.82% examples, 699889 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:35,571 : INFO : EPOCH 10 - PROGRESS: at 35.14% examples, 699397 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:36,576 : INFO : EPOCH 10 - PROGRESS: at 35.48% examples, 699141 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:37,585 : INFO : EPOCH 10 - PROGRESS: at 35.83% examples, 698701 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:11:38,602 : INFO : EPOCH 10 - PROGRESS: at 36.13% examples, 698280 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:39,605 : INFO : EPOCH 10 - PROGRESS: at 36.41% examples, 697630 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:40,610 : INFO : EPOCH 10 - PROGRESS: at 36.71% examples, 697058 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:41,612 : INFO : EPOCH 10 - PROGRESS: at 37.02% examples, 696386 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:42,621 : INFO : EPOCH 10 - PROGRESS: at 37.29% examples, 695280 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:43,644 : INFO : EPOCH 10 - PROGRESS: at 37.64% examples, 695261 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:44,647 : INFO : EPOCH 10 - PROGRESS: at 37.99% examples, 695597 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:45,648 : INFO : EPOCH 10 - PROGRESS: at 38.35% examples, 695899 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:46,656 : INFO : EPOCH 10 - PROGRESS: at 38.72% examples, 696121 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:47,657 : INFO : EPOCH 10 - PROGRESS: at 39.06% examples, 696384 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:48,661 : INFO : EPOCH 10 - PROGRESS: at 39.41% examples, 696716 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:49,665 : INFO : EPOCH 10 - PROGRESS: at 39.76% examples, 696977 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:50,670 : INFO : EPOCH 10 - PROGRESS: at 40.10% examples, 697300 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:51,677 : INFO : EPOCH 10 - PROGRESS: at 40.47% examples, 697599 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:11:52,687 : INFO : EPOCH 10 - PROGRESS: at 40.81% examples, 697849 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:53,688 : INFO : EPOCH 10 - PROGRESS: at 41.16% examples, 698131 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:54,693 : INFO : EPOCH 10 - PROGRESS: at 41.52% examples, 698347 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:55,711 : INFO : EPOCH 10 - PROGRESS: at 41.86% examples, 698514 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:56,726 : INFO : EPOCH 10 - PROGRESS: at 42.21% examples, 698817 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:57,727 : INFO : EPOCH 10 - PROGRESS: at 42.58% examples, 699071 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:58,729 : INFO : EPOCH 10 - PROGRESS: at 42.92% examples, 699233 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:11:59,731 : INFO : EPOCH 10 - PROGRESS: at 43.27% examples, 699403 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:00,734 : INFO : EPOCH 10 - PROGRESS: at 43.61% examples, 699600 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:01,751 : INFO : EPOCH 10 - PROGRESS: at 43.99% examples, 699755 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:02,755 : INFO : EPOCH 10 - PROGRESS: at 44.36% examples, 699960 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:03,756 : INFO : EPOCH 10 - PROGRESS: at 44.72% examples, 700172 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:04,759 : INFO : EPOCH 10 - PROGRESS: at 45.09% examples, 700409 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:12:05,762 : INFO : EPOCH 10 - PROGRESS: at 45.45% examples, 700578 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:06,765 : INFO : EPOCH 10 - PROGRESS: at 45.80% examples, 700837 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:07,767 : INFO : EPOCH 10 - PROGRESS: at 46.18% examples, 701028 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:12:08,778 : INFO : EPOCH 10 - PROGRESS: at 46.51% examples, 701264 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:09,797 : INFO : EPOCH 10 - PROGRESS: at 46.87% examples, 701405 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:10,804 : INFO : EPOCH 10 - PROGRESS: at 47.23% examples, 701580 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:11,823 : INFO : EPOCH 10 - PROGRESS: at 47.60% examples, 701817 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:12,825 : INFO : EPOCH 10 - PROGRESS: at 47.94% examples, 702009 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:12:13,826 : INFO : EPOCH 10 - PROGRESS: at 48.29% examples, 702180 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:14,837 : INFO : EPOCH 10 - PROGRESS: at 48.64% examples, 702371 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:15,839 : INFO : EPOCH 10 - PROGRESS: at 48.99% examples, 702584 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:16,848 : INFO : EPOCH 10 - PROGRESS: at 49.35% examples, 702781 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:17,858 : INFO : EPOCH 10 - PROGRESS: at 49.72% examples, 702981 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:18,869 : INFO : EPOCH 10 - PROGRESS: at 50.09% examples, 703169 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:19,876 : INFO : EPOCH 10 - PROGRESS: at 50.46% examples, 703278 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:20,890 : INFO : EPOCH 10 - PROGRESS: at 50.83% examples, 703436 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:21,890 : INFO : EPOCH 10 - PROGRESS: at 51.22% examples, 703602 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:22,890 : INFO : EPOCH 10 - PROGRESS: at 51.57% examples, 703799 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:23,892 : INFO : EPOCH 10 - PROGRESS: at 51.93% examples, 703926 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:24,909 : INFO : EPOCH 10 - PROGRESS: at 52.29% examples, 704087 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:12:25,914 : INFO : EPOCH 10 - PROGRESS: at 52.64% examples, 704359 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:12:26,916 : INFO : EPOCH 10 - PROGRESS: at 53.02% examples, 704479 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:27,928 : INFO : EPOCH 10 - PROGRESS: at 53.38% examples, 704595 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:28,933 : INFO : EPOCH 10 - PROGRESS: at 53.72% examples, 704786 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:29,939 : INFO : EPOCH 10 - PROGRESS: at 54.06% examples, 704968 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:12:30,948 : INFO : EPOCH 10 - PROGRESS: at 54.43% examples, 705112 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:31,952 : INFO : EPOCH 10 - PROGRESS: at 54.78% examples, 705248 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:32,967 : INFO : EPOCH 10 - PROGRESS: at 55.16% examples, 705412 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:33,972 : INFO : EPOCH 10 - PROGRESS: at 55.52% examples, 705527 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:34,974 : INFO : EPOCH 10 - PROGRESS: at 55.88% examples, 705700 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:35,991 : INFO : EPOCH 10 - PROGRESS: at 56.24% examples, 705811 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:36,996 : INFO : EPOCH 10 - PROGRESS: at 56.61% examples, 705921 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:37,997 : INFO : EPOCH 10 - PROGRESS: at 56.97% examples, 706015 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:39,006 : INFO : EPOCH 10 - PROGRESS: at 57.33% examples, 706155 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:40,032 : INFO : EPOCH 10 - PROGRESS: at 57.70% examples, 706238 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:41,035 : INFO : EPOCH 10 - PROGRESS: at 58.07% examples, 706457 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:42,038 : INFO : EPOCH 10 - PROGRESS: at 58.40% examples, 706574 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:43,051 : INFO : EPOCH 10 - PROGRESS: at 58.78% examples, 706705 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:44,052 : INFO : EPOCH 10 - PROGRESS: at 59.11% examples, 706862 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:45,059 : INFO : EPOCH 10 - PROGRESS: at 59.48% examples, 706964 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:46,060 : INFO : EPOCH 10 - PROGRESS: at 59.80% examples, 707148 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:47,065 : INFO : EPOCH 10 - PROGRESS: at 60.15% examples, 707237 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:48,078 : INFO : EPOCH 10 - PROGRESS: at 60.52% examples, 707358 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:49,086 : INFO : EPOCH 10 - PROGRESS: at 60.89% examples, 707456 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:50,089 : INFO : EPOCH 10 - PROGRESS: at 61.22% examples, 707528 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:51,089 : INFO : EPOCH 10 - PROGRESS: at 61.58% examples, 707612 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:52,095 : INFO : EPOCH 10 - PROGRESS: at 61.92% examples, 707745 words/s, in_qsize 8, out_qsize 1
2020-07-24 07:12:53,109 : INFO : EPOCH 10 - PROGRESS: at 62.29% examples, 707844 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:54,116 : INFO : EPOCH 10 - PROGRESS: at 62.65% examples, 707968 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:55,126 : INFO : EPOCH 10 - PROGRESS: at 63.02% examples, 708109 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:12:56,131 : INFO : EPOCH 10 - PROGRESS: at 63.38% examples, 708229 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:12:57,150 : INFO : EPOCH 10 - PROGRESS: at 63.75% examples, 708278 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:58,152 : INFO : EPOCH 10 - PROGRESS: at 64.09% examples, 708444 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:12:59,155 : INFO : EPOCH 10 - PROGRESS: at 64.42% examples, 708555 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:00,158 : INFO : EPOCH 10 - PROGRESS: at 64.78% examples, 708609 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:01,174 : INFO : EPOCH 10 - PROGRESS: at 65.12% examples, 708697 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:13:02,177 : INFO : EPOCH 10 - PROGRESS: at 65.47% examples, 708896 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:03,180 : INFO : EPOCH 10 - PROGRESS: at 65.82% examples, 708984 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:04,182 : INFO : EPOCH 10 - PROGRESS: at 66.19% examples, 709121 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:05,188 : INFO : EPOCH 10 - PROGRESS: at 66.54% examples, 709266 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:06,190 : INFO : EPOCH 10 - PROGRESS: at 66.89% examples, 709404 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:07,200 : INFO : EPOCH 10 - PROGRESS: at 67.25% examples, 709499 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:08,216 : INFO : EPOCH 10 - PROGRESS: at 67.60% examples, 709623 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:09,218 : INFO : EPOCH 10 - PROGRESS: at 67.95% examples, 709759 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:13:10,226 : INFO : EPOCH 10 - PROGRESS: at 68.30% examples, 709818 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:11,230 : INFO : EPOCH 10 - PROGRESS: at 68.67% examples, 709979 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:12,233 : INFO : EPOCH 10 - PROGRESS: at 69.04% examples, 710061 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:13,242 : INFO : EPOCH 10 - PROGRESS: at 69.40% examples, 710135 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:13:14,242 : INFO : EPOCH 10 - PROGRESS: at 69.75% examples, 710217 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:15,245 : INFO : EPOCH 10 - PROGRESS: at 70.11% examples, 710313 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:16,248 : INFO : EPOCH 10 - PROGRESS: at 70.44% examples, 710432 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:17,258 : INFO : EPOCH 10 - PROGRESS: at 70.78% examples, 710559 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:18,264 : INFO : EPOCH 10 - PROGRESS: at 71.15% examples, 710604 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:19,277 : INFO : EPOCH 10 - PROGRESS: at 71.51% examples, 710714 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:20,279 : INFO : EPOCH 10 - PROGRESS: at 71.85% examples, 710815 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:21,285 : INFO : EPOCH 10 - PROGRESS: at 72.21% examples, 710911 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:22,289 : INFO : EPOCH 10 - PROGRESS: at 72.56% examples, 710996 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:23,295 : INFO : EPOCH 10 - PROGRESS: at 72.91% examples, 711060 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:24,306 : INFO : EPOCH 10 - PROGRESS: at 73.27% examples, 711134 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:25,318 : INFO : EPOCH 10 - PROGRESS: at 73.64% examples, 711261 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:26,323 : INFO : EPOCH 10 - PROGRESS: at 73.98% examples, 711338 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:27,328 : INFO : EPOCH 10 - PROGRESS: at 74.32% examples, 711469 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:28,338 : INFO : EPOCH 10 - PROGRESS: at 74.67% examples, 711564 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:29,340 : INFO : EPOCH 10 - PROGRESS: at 75.03% examples, 711651 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:30,344 : INFO : EPOCH 10 - PROGRESS: at 75.38% examples, 711695 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:31,351 : INFO : EPOCH 10 - PROGRESS: at 75.74% examples, 711773 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:32,354 : INFO : EPOCH 10 - PROGRESS: at 76.10% examples, 711919 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:33,362 : INFO : EPOCH 10 - PROGRESS: at 76.44% examples, 711977 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:34,363 : INFO : EPOCH 10 - PROGRESS: at 76.77% examples, 712044 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:35,364 : INFO : EPOCH 10 - PROGRESS: at 77.10% examples, 712177 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:36,367 : INFO : EPOCH 10 - PROGRESS: at 77.45% examples, 712228 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:37,386 : INFO : EPOCH 10 - PROGRESS: at 77.81% examples, 712287 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:38,391 : INFO : EPOCH 10 - PROGRESS: at 78.18% examples, 712363 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:39,395 : INFO : EPOCH 10 - PROGRESS: at 78.53% examples, 712449 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:40,402 : INFO : EPOCH 10 - PROGRESS: at 78.89% examples, 712543 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:41,406 : INFO : EPOCH 10 - PROGRESS: at 79.24% examples, 712564 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:13:42,414 : INFO : EPOCH 10 - PROGRESS: at 79.59% examples, 712632 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:43,437 : INFO : EPOCH 10 - PROGRESS: at 79.95% examples, 712696 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:44,445 : INFO : EPOCH 10 - PROGRESS: at 80.30% examples, 712745 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:45,465 : INFO : EPOCH 10 - PROGRESS: at 80.66% examples, 712811 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:46,493 : INFO : EPOCH 10 - PROGRESS: at 81.04% examples, 712827 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:47,506 : INFO : EPOCH 10 - PROGRESS: at 81.38% examples, 712922 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:48,515 : INFO : EPOCH 10 - PROGRESS: at 81.73% examples, 712995 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:49,515 : INFO : EPOCH 10 - PROGRESS: at 82.09% examples, 713062 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:13:50,519 : INFO : EPOCH 10 - PROGRESS: at 82.44% examples, 713128 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:51,519 : INFO : EPOCH 10 - PROGRESS: at 82.80% examples, 713145 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:52,519 : INFO : EPOCH 10 - PROGRESS: at 83.16% examples, 713214 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:53,526 : INFO : EPOCH 10 - PROGRESS: at 83.52% examples, 713219 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:54,539 : INFO : EPOCH 10 - PROGRESS: at 83.88% examples, 713327 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:55,543 : INFO : EPOCH 10 - PROGRESS: at 84.23% examples, 713380 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:56,553 : INFO : EPOCH 10 - PROGRESS: at 84.60% examples, 713433 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:13:57,559 : INFO : EPOCH 10 - PROGRESS: at 84.95% examples, 713450 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:13:58,577 : INFO : EPOCH 10 - PROGRESS: at 85.31% examples, 713517 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:13:59,580 : INFO : EPOCH 10 - PROGRESS: at 85.70% examples, 713565 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:00,590 : INFO : EPOCH 10 - PROGRESS: at 86.08% examples, 713615 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:01,601 : INFO : EPOCH 10 - PROGRESS: at 86.44% examples, 713676 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:02,609 : INFO : EPOCH 10 - PROGRESS: at 86.79% examples, 713687 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:03,621 : INFO : EPOCH 10 - PROGRESS: at 87.12% examples, 713753 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:04,637 : INFO : EPOCH 10 - PROGRESS: at 87.49% examples, 713817 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:05,646 : INFO : EPOCH 10 - PROGRESS: at 87.85% examples, 713858 words/s, in_qsize 8, out_qsize 1
2020-07-24 07:14:06,668 : INFO : EPOCH 10 - PROGRESS: at 88.24% examples, 713907 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:07,677 : INFO : EPOCH 10 - PROGRESS: at 88.62% examples, 713965 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:14:08,687 : INFO : EPOCH 10 - PROGRESS: at 88.98% examples, 714022 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:14:09,688 : INFO : EPOCH 10 - PROGRESS: at 89.35% examples, 714080 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:10,697 : INFO : EPOCH 10 - PROGRESS: at 89.68% examples, 714136 words/s, in_qsize 8, out_qsize 1
2020-07-24 07:14:11,699 : INFO : EPOCH 10 - PROGRESS: at 90.05% examples, 714219 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:12,715 : INFO : EPOCH 10 - PROGRESS: at 90.40% examples, 714251 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:13,718 : INFO : EPOCH 10 - PROGRESS: at 90.76% examples, 714293 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:14,724 : INFO : EPOCH 10 - PROGRESS: at 91.08% examples, 714348 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:15,724 : INFO : EPOCH 10 - PROGRESS: at 91.43% examples, 714435 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:16,727 : INFO : EPOCH 10 - PROGRESS: at 91.78% examples, 714484 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:17,730 : INFO : EPOCH 10 - PROGRESS: at 92.15% examples, 714542 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:18,743 : INFO : EPOCH 10 - PROGRESS: at 92.49% examples, 714497 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:14:19,748 : INFO : EPOCH 10 - PROGRESS: at 92.84% examples, 714448 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:20,748 : INFO : EPOCH 10 - PROGRESS: at 93.19% examples, 714400 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:21,758 : INFO : EPOCH 10 - PROGRESS: at 93.52% examples, 714261 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:22,763 : INFO : EPOCH 10 - PROGRESS: at 93.80% examples, 713853 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:14:23,763 : INFO : EPOCH 10 - PROGRESS: at 94.14% examples, 713889 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:24,774 : INFO : EPOCH 10 - PROGRESS: at 94.51% examples, 713885 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:14:25,786 : INFO : EPOCH 10 - PROGRESS: at 94.85% examples, 713932 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:26,791 : INFO : EPOCH 10 - PROGRESS: at 95.21% examples, 713986 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:27,793 : INFO : EPOCH 10 - PROGRESS: at 95.57% examples, 714021 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:14:28,801 : INFO : EPOCH 10 - PROGRESS: at 95.93% examples, 714055 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:29,813 : INFO : EPOCH 10 - PROGRESS: at 96.30% examples, 714107 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:30,814 : INFO : EPOCH 10 - PROGRESS: at 96.64% examples, 714163 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:14:31,817 : INFO : EPOCH 10 - PROGRESS: at 97.02% examples, 714225 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:14:32,824 : INFO : EPOCH 10 - PROGRESS: at 97.38% examples, 714302 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:33,837 : INFO : EPOCH 10 - PROGRESS: at 97.73% examples, 714343 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:34,840 : INFO : EPOCH 10 - PROGRESS: at 98.10% examples, 714361 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:35,846 : INFO : EPOCH 10 - PROGRESS: at 98.46% examples, 714423 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:36,852 : INFO : EPOCH 10 - PROGRESS: at 98.82% examples, 714469 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:37,860 : INFO : EPOCH 10 - PROGRESS: at 99.18% examples, 714512 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:38,878 : INFO : EPOCH 10 - PROGRESS: at 99.52% examples, 714563 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:14:39,881 : INFO : EPOCH 10 - PROGRESS: at 99.87% examples, 714629 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:40,235 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 07:14:40,237 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 07:14:40,252 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 07:14:40,258 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 07:14:40,259 : INFO : EPOCH - 10 : training on 265101461 raw words (206123602 effective words) took 288.4s, 714678 effective words/s
2020-07-24 07:14:41,283 : INFO : EPOCH 11 - PROGRESS: at 0.35% examples, 714590 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:42,293 : INFO : EPOCH 11 - PROGRESS: at 0.73% examples, 719923 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:43,311 : INFO : EPOCH 11 - PROGRESS: at 1.10% examples, 723015 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:44,315 : INFO : EPOCH 11 - PROGRESS: at 1.46% examples, 723925 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:45,318 : INFO : EPOCH 11 - PROGRESS: at 1.84% examples, 724371 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:46,327 : INFO : EPOCH 11 - PROGRESS: at 2.18% examples, 725113 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:47,332 : INFO : EPOCH 11 - PROGRESS: at 2.53% examples, 725955 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:14:48,336 : INFO : EPOCH 11 - PROGRESS: at 2.89% examples, 726654 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:49,348 : INFO : EPOCH 11 - PROGRESS: at 3.25% examples, 726809 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:50,354 : INFO : EPOCH 11 - PROGRESS: at 3.62% examples, 725982 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:51,361 : INFO : EPOCH 11 - PROGRESS: at 3.96% examples, 726522 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:52,372 : INFO : EPOCH 11 - PROGRESS: at 4.34% examples, 726847 words/s, in_qsize 8, out_qsize 1
2020-07-24 07:14:53,378 : INFO : EPOCH 11 - PROGRESS: at 4.70% examples, 727791 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:54,388 : INFO : EPOCH 11 - PROGRESS: at 5.07% examples, 727747 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:55,395 : INFO : EPOCH 11 - PROGRESS: at 5.41% examples, 727862 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:56,405 : INFO : EPOCH 11 - PROGRESS: at 5.78% examples, 728235 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:57,408 : INFO : EPOCH 11 - PROGRESS: at 6.15% examples, 728685 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:14:58,417 : INFO : EPOCH 11 - PROGRESS: at 6.51% examples, 728554 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:14:59,438 : INFO : EPOCH 11 - PROGRESS: at 6.87% examples, 728540 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:00,442 : INFO : EPOCH 11 - PROGRESS: at 7.22% examples, 729012 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:01,446 : INFO : EPOCH 11 - PROGRESS: at 7.57% examples, 729000 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:02,452 : INFO : EPOCH 11 - PROGRESS: at 7.92% examples, 729243 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:03,458 : INFO : EPOCH 11 - PROGRESS: at 8.28% examples, 729395 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:04,468 : INFO : EPOCH 11 - PROGRESS: at 8.64% examples, 729349 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:15:05,474 : INFO : EPOCH 11 - PROGRESS: at 8.97% examples, 729735 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:06,479 : INFO : EPOCH 11 - PROGRESS: at 9.33% examples, 729958 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:07,483 : INFO : EPOCH 11 - PROGRESS: at 9.70% examples, 730320 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:08,491 : INFO : EPOCH 11 - PROGRESS: at 10.06% examples, 730151 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:09,496 : INFO : EPOCH 11 - PROGRESS: at 10.42% examples, 729765 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:10,503 : INFO : EPOCH 11 - PROGRESS: at 10.80% examples, 730044 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:11,513 : INFO : EPOCH 11 - PROGRESS: at 11.15% examples, 730062 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:12,515 : INFO : EPOCH 11 - PROGRESS: at 11.55% examples, 730118 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:13,536 : INFO : EPOCH 11 - PROGRESS: at 11.93% examples, 729720 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:15:14,543 : INFO : EPOCH 11 - PROGRESS: at 12.29% examples, 730172 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:15,546 : INFO : EPOCH 11 - PROGRESS: at 12.66% examples, 730281 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:16,548 : INFO : EPOCH 11 - PROGRESS: at 13.01% examples, 730611 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:17,557 : INFO : EPOCH 11 - PROGRESS: at 13.36% examples, 730260 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:18,558 : INFO : EPOCH 11 - PROGRESS: at 13.71% examples, 730519 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:19,567 : INFO : EPOCH 11 - PROGRESS: at 14.05% examples, 730349 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:20,580 : INFO : EPOCH 11 - PROGRESS: at 14.42% examples, 730725 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:21,595 : INFO : EPOCH 11 - PROGRESS: at 14.80% examples, 730660 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:22,597 : INFO : EPOCH 11 - PROGRESS: at 15.16% examples, 730613 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:23,613 : INFO : EPOCH 11 - PROGRESS: at 15.53% examples, 730402 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:24,619 : INFO : EPOCH 11 - PROGRESS: at 15.92% examples, 730439 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:25,626 : INFO : EPOCH 11 - PROGRESS: at 16.23% examples, 730365 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:26,626 : INFO : EPOCH 11 - PROGRESS: at 16.59% examples, 730336 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:27,638 : INFO : EPOCH 11 - PROGRESS: at 16.93% examples, 730374 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:28,644 : INFO : EPOCH 11 - PROGRESS: at 17.30% examples, 730445 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:29,647 : INFO : EPOCH 11 - PROGRESS: at 17.68% examples, 730479 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:30,659 : INFO : EPOCH 11 - PROGRESS: at 18.03% examples, 730508 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:31,663 : INFO : EPOCH 11 - PROGRESS: at 18.39% examples, 730501 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:32,664 : INFO : EPOCH 11 - PROGRESS: at 18.74% examples, 730774 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:33,669 : INFO : EPOCH 11 - PROGRESS: at 19.10% examples, 730745 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:34,670 : INFO : EPOCH 11 - PROGRESS: at 19.47% examples, 730806 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:35,672 : INFO : EPOCH 11 - PROGRESS: at 19.85% examples, 730851 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:36,698 : INFO : EPOCH 11 - PROGRESS: at 20.19% examples, 730869 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:37,699 : INFO : EPOCH 11 - PROGRESS: at 20.54% examples, 730825 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:38,706 : INFO : EPOCH 11 - PROGRESS: at 20.88% examples, 730911 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:39,714 : INFO : EPOCH 11 - PROGRESS: at 21.22% examples, 731077 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:40,715 : INFO : EPOCH 11 - PROGRESS: at 21.57% examples, 731171 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:15:41,719 : INFO : EPOCH 11 - PROGRESS: at 21.94% examples, 731044 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:42,737 : INFO : EPOCH 11 - PROGRESS: at 22.28% examples, 730894 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:43,757 : INFO : EPOCH 11 - PROGRESS: at 22.64% examples, 731028 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:15:44,758 : INFO : EPOCH 11 - PROGRESS: at 22.99% examples, 731172 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:45,760 : INFO : EPOCH 11 - PROGRESS: at 23.34% examples, 731275 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:15:46,766 : INFO : EPOCH 11 - PROGRESS: at 23.70% examples, 731141 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:47,770 : INFO : EPOCH 11 - PROGRESS: at 24.05% examples, 731264 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:48,782 : INFO : EPOCH 11 - PROGRESS: at 24.40% examples, 731176 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:49,810 : INFO : EPOCH 11 - PROGRESS: at 24.74% examples, 731153 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:15:50,810 : INFO : EPOCH 11 - PROGRESS: at 25.07% examples, 731217 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:51,821 : INFO : EPOCH 11 - PROGRESS: at 25.42% examples, 731216 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:52,824 : INFO : EPOCH 11 - PROGRESS: at 25.76% examples, 731349 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:53,831 : INFO : EPOCH 11 - PROGRESS: at 26.12% examples, 731265 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:54,835 : INFO : EPOCH 11 - PROGRESS: at 26.48% examples, 731258 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:55,844 : INFO : EPOCH 11 - PROGRESS: at 26.84% examples, 731210 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:56,852 : INFO : EPOCH 11 - PROGRESS: at 27.19% examples, 731140 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:57,854 : INFO : EPOCH 11 - PROGRESS: at 27.53% examples, 731243 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:58,872 : INFO : EPOCH 11 - PROGRESS: at 27.90% examples, 731190 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:15:59,874 : INFO : EPOCH 11 - PROGRESS: at 28.25% examples, 731353 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:00,875 : INFO : EPOCH 11 - PROGRESS: at 28.61% examples, 731349 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:01,875 : INFO : EPOCH 11 - PROGRESS: at 28.96% examples, 731237 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:02,876 : INFO : EPOCH 11 - PROGRESS: at 29.33% examples, 731289 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:03,878 : INFO : EPOCH 11 - PROGRESS: at 29.68% examples, 731256 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:04,892 : INFO : EPOCH 11 - PROGRESS: at 30.04% examples, 731146 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:16:05,894 : INFO : EPOCH 11 - PROGRESS: at 30.40% examples, 731235 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:06,904 : INFO : EPOCH 11 - PROGRESS: at 30.75% examples, 731269 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:07,924 : INFO : EPOCH 11 - PROGRESS: at 31.11% examples, 731302 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:08,929 : INFO : EPOCH 11 - PROGRESS: at 31.47% examples, 731325 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:09,929 : INFO : EPOCH 11 - PROGRESS: at 31.82% examples, 731372 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:10,934 : INFO : EPOCH 11 - PROGRESS: at 32.18% examples, 731335 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:11,955 : INFO : EPOCH 11 - PROGRESS: at 32.54% examples, 731283 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:12,961 : INFO : EPOCH 11 - PROGRESS: at 32.89% examples, 731351 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:16:13,966 : INFO : EPOCH 11 - PROGRESS: at 33.24% examples, 731275 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:14,969 : INFO : EPOCH 11 - PROGRESS: at 33.59% examples, 731405 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:16:15,976 : INFO : EPOCH 11 - PROGRESS: at 33.94% examples, 731358 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:16,983 : INFO : EPOCH 11 - PROGRESS: at 34.28% examples, 731338 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:17,997 : INFO : EPOCH 11 - PROGRESS: at 34.64% examples, 731180 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:19,018 : INFO : EPOCH 11 - PROGRESS: at 34.98% examples, 731191 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:20,019 : INFO : EPOCH 11 - PROGRESS: at 35.34% examples, 731332 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:21,023 : INFO : EPOCH 11 - PROGRESS: at 35.72% examples, 731308 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:22,034 : INFO : EPOCH 11 - PROGRESS: at 36.07% examples, 731296 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:23,055 : INFO : EPOCH 11 - PROGRESS: at 36.41% examples, 731286 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:24,058 : INFO : EPOCH 11 - PROGRESS: at 36.75% examples, 731367 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:25,069 : INFO : EPOCH 11 - PROGRESS: at 37.11% examples, 731409 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:26,071 : INFO : EPOCH 11 - PROGRESS: at 37.48% examples, 731463 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:27,077 : INFO : EPOCH 11 - PROGRESS: at 37.83% examples, 731387 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:28,092 : INFO : EPOCH 11 - PROGRESS: at 38.20% examples, 731398 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:29,099 : INFO : EPOCH 11 - PROGRESS: at 38.56% examples, 731339 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:30,105 : INFO : EPOCH 11 - PROGRESS: at 38.91% examples, 731453 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:31,106 : INFO : EPOCH 11 - PROGRESS: at 39.27% examples, 731411 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:32,108 : INFO : EPOCH 11 - PROGRESS: at 39.61% examples, 731500 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:33,116 : INFO : EPOCH 11 - PROGRESS: at 39.97% examples, 731555 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:34,122 : INFO : EPOCH 11 - PROGRESS: at 40.32% examples, 731573 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:35,127 : INFO : EPOCH 11 - PROGRESS: at 40.68% examples, 731542 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:36,127 : INFO : EPOCH 11 - PROGRESS: at 41.02% examples, 731531 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:16:37,133 : INFO : EPOCH 11 - PROGRESS: at 41.38% examples, 731424 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:38,139 : INFO : EPOCH 11 - PROGRESS: at 41.72% examples, 731440 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:39,145 : INFO : EPOCH 11 - PROGRESS: at 42.08% examples, 731428 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:40,152 : INFO : EPOCH 11 - PROGRESS: at 42.42% examples, 731456 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:41,153 : INFO : EPOCH 11 - PROGRESS: at 42.78% examples, 731466 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:42,163 : INFO : EPOCH 11 - PROGRESS: at 43.12% examples, 731410 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:43,168 : INFO : EPOCH 11 - PROGRESS: at 43.50% examples, 731401 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:16:44,169 : INFO : EPOCH 11 - PROGRESS: at 43.85% examples, 731353 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:45,182 : INFO : EPOCH 11 - PROGRESS: at 44.23% examples, 731423 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:46,193 : INFO : EPOCH 11 - PROGRESS: at 44.58% examples, 731362 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:47,199 : INFO : EPOCH 11 - PROGRESS: at 44.95% examples, 731441 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:48,215 : INFO : EPOCH 11 - PROGRESS: at 45.34% examples, 731318 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:49,222 : INFO : EPOCH 11 - PROGRESS: at 45.67% examples, 731317 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:50,226 : INFO : EPOCH 11 - PROGRESS: at 46.06% examples, 731341 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:51,251 : INFO : EPOCH 11 - PROGRESS: at 46.39% examples, 731373 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:16:52,252 : INFO : EPOCH 11 - PROGRESS: at 46.75% examples, 731345 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:53,257 : INFO : EPOCH 11 - PROGRESS: at 47.11% examples, 731368 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:54,272 : INFO : EPOCH 11 - PROGRESS: at 47.48% examples, 731356 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:55,292 : INFO : EPOCH 11 - PROGRESS: at 47.85% examples, 731323 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:56,294 : INFO : EPOCH 11 - PROGRESS: at 48.20% examples, 731486 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:57,294 : INFO : EPOCH 11 - PROGRESS: at 48.56% examples, 731470 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:16:58,303 : INFO : EPOCH 11 - PROGRESS: at 48.88% examples, 731458 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:16:59,316 : INFO : EPOCH 11 - PROGRESS: at 49.23% examples, 731175 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:00,321 : INFO : EPOCH 11 - PROGRESS: at 49.59% examples, 730992 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:01,324 : INFO : EPOCH 11 - PROGRESS: at 49.94% examples, 730774 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:02,343 : INFO : EPOCH 11 - PROGRESS: at 50.25% examples, 729878 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:03,343 : INFO : EPOCH 11 - PROGRESS: at 50.60% examples, 729433 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:04,354 : INFO : EPOCH 11 - PROGRESS: at 50.96% examples, 729394 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:05,357 : INFO : EPOCH 11 - PROGRESS: at 51.34% examples, 729414 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:06,357 : INFO : EPOCH 11 - PROGRESS: at 51.69% examples, 729444 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:07,366 : INFO : EPOCH 11 - PROGRESS: at 52.05% examples, 729411 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:17:08,382 : INFO : EPOCH 11 - PROGRESS: at 52.42% examples, 729407 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:17:09,386 : INFO : EPOCH 11 - PROGRESS: at 52.77% examples, 729411 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:10,390 : INFO : EPOCH 11 - PROGRESS: at 53.16% examples, 729425 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:11,393 : INFO : EPOCH 11 - PROGRESS: at 53.50% examples, 729423 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:12,402 : INFO : EPOCH 11 - PROGRESS: at 53.84% examples, 729427 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:13,414 : INFO : EPOCH 11 - PROGRESS: at 54.19% examples, 729396 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:14,431 : INFO : EPOCH 11 - PROGRESS: at 54.56% examples, 729412 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:15,440 : INFO : EPOCH 11 - PROGRESS: at 54.92% examples, 729422 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:17:16,456 : INFO : EPOCH 11 - PROGRESS: at 55.28% examples, 729302 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:17:17,462 : INFO : EPOCH 11 - PROGRESS: at 55.61% examples, 728861 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:18,473 : INFO : EPOCH 11 - PROGRESS: at 55.94% examples, 728412 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:19,473 : INFO : EPOCH 11 - PROGRESS: at 56.26% examples, 728039 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:20,489 : INFO : EPOCH 11 - PROGRESS: at 56.60% examples, 727538 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:17:21,517 : INFO : EPOCH 11 - PROGRESS: at 56.93% examples, 727134 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:22,526 : INFO : EPOCH 11 - PROGRESS: at 57.26% examples, 726721 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:23,530 : INFO : EPOCH 11 - PROGRESS: at 57.62% examples, 726350 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:24,536 : INFO : EPOCH 11 - PROGRESS: at 57.94% examples, 725931 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:25,548 : INFO : EPOCH 11 - PROGRESS: at 58.26% examples, 725605 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:17:26,561 : INFO : EPOCH 11 - PROGRESS: at 58.58% examples, 725277 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:27,564 : INFO : EPOCH 11 - PROGRESS: at 58.91% examples, 724946 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:28,569 : INFO : EPOCH 11 - PROGRESS: at 59.22% examples, 724522 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:29,571 : INFO : EPOCH 11 - PROGRESS: at 59.54% examples, 724132 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:30,593 : INFO : EPOCH 11 - PROGRESS: at 59.84% examples, 723736 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:31,594 : INFO : EPOCH 11 - PROGRESS: at 60.16% examples, 723442 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:32,596 : INFO : EPOCH 11 - PROGRESS: at 60.50% examples, 723075 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:17:33,606 : INFO : EPOCH 11 - PROGRESS: at 60.83% examples, 722744 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:34,611 : INFO : EPOCH 11 - PROGRESS: at 61.15% examples, 722391 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:35,612 : INFO : EPOCH 11 - PROGRESS: at 61.46% examples, 722023 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:36,618 : INFO : EPOCH 11 - PROGRESS: at 61.78% examples, 721729 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:37,638 : INFO : EPOCH 11 - PROGRESS: at 62.10% examples, 721401 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:38,645 : INFO : EPOCH 11 - PROGRESS: at 62.45% examples, 721038 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:39,647 : INFO : EPOCH 11 - PROGRESS: at 62.76% examples, 720746 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:40,658 : INFO : EPOCH 11 - PROGRESS: at 63.09% examples, 720384 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:41,664 : INFO : EPOCH 11 - PROGRESS: at 63.42% examples, 720135 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:17:42,678 : INFO : EPOCH 11 - PROGRESS: at 63.77% examples, 719723 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:17:43,690 : INFO : EPOCH 11 - PROGRESS: at 64.08% examples, 719436 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:44,694 : INFO : EPOCH 11 - PROGRESS: at 64.38% examples, 719101 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:45,707 : INFO : EPOCH 11 - PROGRESS: at 64.71% examples, 718811 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:46,708 : INFO : EPOCH 11 - PROGRESS: at 65.01% examples, 718556 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:47,711 : INFO : EPOCH 11 - PROGRESS: at 65.33% examples, 718243 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:48,722 : INFO : EPOCH 11 - PROGRESS: at 65.65% examples, 717952 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:49,724 : INFO : EPOCH 11 - PROGRESS: at 65.98% examples, 717648 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:50,730 : INFO : EPOCH 11 - PROGRESS: at 66.30% examples, 717390 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:51,738 : INFO : EPOCH 11 - PROGRESS: at 66.63% examples, 717166 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:52,742 : INFO : EPOCH 11 - PROGRESS: at 66.94% examples, 716934 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:53,743 : INFO : EPOCH 11 - PROGRESS: at 67.28% examples, 716689 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:17:54,768 : INFO : EPOCH 11 - PROGRESS: at 67.60% examples, 716446 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:55,773 : INFO : EPOCH 11 - PROGRESS: at 67.92% examples, 716172 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:17:56,774 : INFO : EPOCH 11 - PROGRESS: at 68.23% examples, 715929 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:57,778 : INFO : EPOCH 11 - PROGRESS: at 68.57% examples, 715691 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:58,785 : INFO : EPOCH 11 - PROGRESS: at 68.89% examples, 715408 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:17:59,796 : INFO : EPOCH 11 - PROGRESS: at 69.24% examples, 715113 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:18:00,805 : INFO : EPOCH 11 - PROGRESS: at 69.55% examples, 714842 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:01,811 : INFO : EPOCH 11 - PROGRESS: at 69.89% examples, 714597 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:02,816 : INFO : EPOCH 11 - PROGRESS: at 70.20% examples, 714320 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:03,820 : INFO : EPOCH 11 - PROGRESS: at 70.50% examples, 714108 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:04,839 : INFO : EPOCH 11 - PROGRESS: at 70.82% examples, 713856 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:05,842 : INFO : EPOCH 11 - PROGRESS: at 71.15% examples, 713634 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:06,846 : INFO : EPOCH 11 - PROGRESS: at 71.48% examples, 713429 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:07,854 : INFO : EPOCH 11 - PROGRESS: at 71.80% examples, 713133 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:08,860 : INFO : EPOCH 11 - PROGRESS: at 72.11% examples, 712871 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:09,867 : INFO : EPOCH 11 - PROGRESS: at 72.44% examples, 712605 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:18:10,887 : INFO : EPOCH 11 - PROGRESS: at 72.76% examples, 712350 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:11,890 : INFO : EPOCH 11 - PROGRESS: at 73.08% examples, 712176 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:12,892 : INFO : EPOCH 11 - PROGRESS: at 73.41% examples, 711965 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:18:13,897 : INFO : EPOCH 11 - PROGRESS: at 73.73% examples, 711725 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:14,903 : INFO : EPOCH 11 - PROGRESS: at 74.06% examples, 711529 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:15,909 : INFO : EPOCH 11 - PROGRESS: at 74.35% examples, 711296 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:16,918 : INFO : EPOCH 11 - PROGRESS: at 74.67% examples, 711075 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:17,926 : INFO : EPOCH 11 - PROGRESS: at 75.00% examples, 710880 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:18,926 : INFO : EPOCH 11 - PROGRESS: at 75.33% examples, 710646 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:19,937 : INFO : EPOCH 11 - PROGRESS: at 75.67% examples, 710463 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:20,948 : INFO : EPOCH 11 - PROGRESS: at 75.98% examples, 710258 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:21,964 : INFO : EPOCH 11 - PROGRESS: at 76.30% examples, 709986 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:22,965 : INFO : EPOCH 11 - PROGRESS: at 76.59% examples, 709814 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:23,966 : INFO : EPOCH 11 - PROGRESS: at 76.90% examples, 709584 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:24,973 : INFO : EPOCH 11 - PROGRESS: at 77.20% examples, 709382 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:25,989 : INFO : EPOCH 11 - PROGRESS: at 77.53% examples, 709218 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:26,993 : INFO : EPOCH 11 - PROGRESS: at 77.87% examples, 709030 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:18:27,994 : INFO : EPOCH 11 - PROGRESS: at 78.20% examples, 708832 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:29,006 : INFO : EPOCH 11 - PROGRESS: at 78.51% examples, 708619 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:30,006 : INFO : EPOCH 11 - PROGRESS: at 78.84% examples, 708394 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:18:31,018 : INFO : EPOCH 11 - PROGRESS: at 79.16% examples, 708192 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:18:32,037 : INFO : EPOCH 11 - PROGRESS: at 79.48% examples, 707994 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:33,038 : INFO : EPOCH 11 - PROGRESS: at 79.79% examples, 707795 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:34,039 : INFO : EPOCH 11 - PROGRESS: at 80.11% examples, 707609 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:35,046 : INFO : EPOCH 11 - PROGRESS: at 80.45% examples, 707410 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:36,054 : INFO : EPOCH 11 - PROGRESS: at 80.77% examples, 707223 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:37,061 : INFO : EPOCH 11 - PROGRESS: at 81.11% examples, 707059 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:38,062 : INFO : EPOCH 11 - PROGRESS: at 81.41% examples, 706927 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:39,063 : INFO : EPOCH 11 - PROGRESS: at 81.73% examples, 706685 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:40,073 : INFO : EPOCH 11 - PROGRESS: at 82.06% examples, 706480 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:41,085 : INFO : EPOCH 11 - PROGRESS: at 82.39% examples, 706325 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:42,087 : INFO : EPOCH 11 - PROGRESS: at 82.71% examples, 706132 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:18:43,087 : INFO : EPOCH 11 - PROGRESS: at 83.06% examples, 705940 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:18:44,088 : INFO : EPOCH 11 - PROGRESS: at 83.37% examples, 705790 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:45,119 : INFO : EPOCH 11 - PROGRESS: at 83.69% examples, 705564 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:46,122 : INFO : EPOCH 11 - PROGRESS: at 84.03% examples, 705461 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:47,125 : INFO : EPOCH 11 - PROGRESS: at 84.35% examples, 705262 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:48,132 : INFO : EPOCH 11 - PROGRESS: at 84.68% examples, 705088 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:49,139 : INFO : EPOCH 11 - PROGRESS: at 85.01% examples, 704895 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:18:50,140 : INFO : EPOCH 11 - PROGRESS: at 85.34% examples, 704725 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:18:51,142 : INFO : EPOCH 11 - PROGRESS: at 85.67% examples, 704517 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:52,153 : INFO : EPOCH 11 - PROGRESS: at 86.03% examples, 704355 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:53,168 : INFO : EPOCH 11 - PROGRESS: at 86.36% examples, 704186 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:54,169 : INFO : EPOCH 11 - PROGRESS: at 86.69% examples, 703981 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:55,170 : INFO : EPOCH 11 - PROGRESS: at 87.00% examples, 703861 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:56,181 : INFO : EPOCH 11 - PROGRESS: at 87.31% examples, 703681 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:57,192 : INFO : EPOCH 11 - PROGRESS: at 87.64% examples, 703528 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:58,206 : INFO : EPOCH 11 - PROGRESS: at 87.97% examples, 703336 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:18:59,211 : INFO : EPOCH 11 - PROGRESS: at 88.32% examples, 703118 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:19:00,213 : INFO : EPOCH 11 - PROGRESS: at 88.67% examples, 702968 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:19:01,213 : INFO : EPOCH 11 - PROGRESS: at 88.99% examples, 702854 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:02,218 : INFO : EPOCH 11 - PROGRESS: at 89.32% examples, 702678 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:03,219 : INFO : EPOCH 11 - PROGRESS: at 89.63% examples, 702554 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:04,229 : INFO : EPOCH 11 - PROGRESS: at 89.96% examples, 702378 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:05,258 : INFO : EPOCH 11 - PROGRESS: at 90.29% examples, 702185 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:06,277 : INFO : EPOCH 11 - PROGRESS: at 90.60% examples, 702050 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:07,289 : INFO : EPOCH 11 - PROGRESS: at 90.93% examples, 701935 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:08,300 : INFO : EPOCH 11 - PROGRESS: at 91.23% examples, 701803 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:09,303 : INFO : EPOCH 11 - PROGRESS: at 91.54% examples, 701649 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:10,309 : INFO : EPOCH 11 - PROGRESS: at 91.87% examples, 701484 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:11,313 : INFO : EPOCH 11 - PROGRESS: at 92.20% examples, 701352 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:12,315 : INFO : EPOCH 11 - PROGRESS: at 92.52% examples, 701208 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:13,320 : INFO : EPOCH 11 - PROGRESS: at 92.85% examples, 701048 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:14,341 : INFO : EPOCH 11 - PROGRESS: at 93.19% examples, 700892 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:15,350 : INFO : EPOCH 11 - PROGRESS: at 93.51% examples, 700762 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:16,362 : INFO : EPOCH 11 - PROGRESS: at 93.82% examples, 700628 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:17,363 : INFO : EPOCH 11 - PROGRESS: at 94.13% examples, 700494 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:18,374 : INFO : EPOCH 11 - PROGRESS: at 94.47% examples, 700347 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:19,395 : INFO : EPOCH 11 - PROGRESS: at 94.79% examples, 700236 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:20,398 : INFO : EPOCH 11 - PROGRESS: at 95.12% examples, 700120 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:21,401 : INFO : EPOCH 11 - PROGRESS: at 95.47% examples, 699983 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:22,413 : INFO : EPOCH 11 - PROGRESS: at 95.78% examples, 699884 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:23,426 : INFO : EPOCH 11 - PROGRESS: at 96.11% examples, 699713 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:24,442 : INFO : EPOCH 11 - PROGRESS: at 96.44% examples, 699595 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:25,450 : INFO : EPOCH 11 - PROGRESS: at 96.78% examples, 699503 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:26,451 : INFO : EPOCH 11 - PROGRESS: at 97.11% examples, 699371 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:27,457 : INFO : EPOCH 11 - PROGRESS: at 97.42% examples, 699200 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:28,465 : INFO : EPOCH 11 - PROGRESS: at 97.75% examples, 699083 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:29,466 : INFO : EPOCH 11 - PROGRESS: at 98.09% examples, 698958 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:30,495 : INFO : EPOCH 11 - PROGRESS: at 98.42% examples, 698804 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:31,495 : INFO : EPOCH 11 - PROGRESS: at 98.76% examples, 698699 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:32,503 : INFO : EPOCH 11 - PROGRESS: at 99.08% examples, 698588 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:33,520 : INFO : EPOCH 11 - PROGRESS: at 99.39% examples, 698452 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:19:34,526 : INFO : EPOCH 11 - PROGRESS: at 99.70% examples, 698308 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:35,456 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 07:19:35,459 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 07:19:35,475 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 07:19:35,483 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 07:19:35,484 : INFO : EPOCH - 11 : training on 265101461 raw words (206124038 effective words) took 295.2s, 698205 effective words/s
2020-07-24 07:19:36,493 : INFO : EPOCH 12 - PROGRESS: at 0.32% examples, 637294 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:37,495 : INFO : EPOCH 12 - PROGRESS: at 0.65% examples, 645711 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:38,496 : INFO : EPOCH 12 - PROGRESS: at 0.97% examples, 649290 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:19:39,504 : INFO : EPOCH 12 - PROGRESS: at 1.29% examples, 642125 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:40,515 : INFO : EPOCH 12 - PROGRESS: at 1.60% examples, 638571 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:41,517 : INFO : EPOCH 12 - PROGRESS: at 1.91% examples, 637238 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:19:42,518 : INFO : EPOCH 12 - PROGRESS: at 2.19% examples, 626694 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:43,531 : INFO : EPOCH 12 - PROGRESS: at 2.49% examples, 629289 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:44,545 : INFO : EPOCH 12 - PROGRESS: at 2.86% examples, 640622 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:19:45,556 : INFO : EPOCH 12 - PROGRESS: at 3.21% examples, 649605 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:46,564 : INFO : EPOCH 12 - PROGRESS: at 3.58% examples, 655984 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:47,566 : INFO : EPOCH 12 - PROGRESS: at 3.92% examples, 661450 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:48,576 : INFO : EPOCH 12 - PROGRESS: at 4.30% examples, 666026 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:49,591 : INFO : EPOCH 12 - PROGRESS: at 4.67% examples, 670062 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:50,598 : INFO : EPOCH 12 - PROGRESS: at 5.02% examples, 674229 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:51,615 : INFO : EPOCH 12 - PROGRESS: at 5.37% examples, 677271 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:52,623 : INFO : EPOCH 12 - PROGRESS: at 5.74% examples, 680433 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:53,636 : INFO : EPOCH 12 - PROGRESS: at 6.10% examples, 683322 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:19:54,643 : INFO : EPOCH 12 - PROGRESS: at 6.46% examples, 685559 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:55,650 : INFO : EPOCH 12 - PROGRESS: at 6.82% examples, 687572 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:56,660 : INFO : EPOCH 12 - PROGRESS: at 7.16% examples, 689593 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:57,675 : INFO : EPOCH 12 - PROGRESS: at 7.51% examples, 690763 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:19:58,679 : INFO : EPOCH 12 - PROGRESS: at 7.86% examples, 692609 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:19:59,683 : INFO : EPOCH 12 - PROGRESS: at 8.22% examples, 694149 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:00,689 : INFO : EPOCH 12 - PROGRESS: at 8.58% examples, 695292 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:20:01,694 : INFO : EPOCH 12 - PROGRESS: at 8.91% examples, 696741 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:02,702 : INFO : EPOCH 12 - PROGRESS: at 9.26% examples, 697948 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:03,703 : INFO : EPOCH 12 - PROGRESS: at 9.62% examples, 698588 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:04,705 : INFO : EPOCH 12 - PROGRESS: at 9.98% examples, 699521 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:20:05,718 : INFO : EPOCH 12 - PROGRESS: at 10.35% examples, 700532 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:20:06,727 : INFO : EPOCH 12 - PROGRESS: at 10.72% examples, 701734 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:07,734 : INFO : EPOCH 12 - PROGRESS: at 11.07% examples, 702435 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:08,740 : INFO : EPOCH 12 - PROGRESS: at 11.46% examples, 703002 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:09,747 : INFO : EPOCH 12 - PROGRESS: at 11.84% examples, 703552 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:10,747 : INFO : EPOCH 12 - PROGRESS: at 12.19% examples, 704211 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:11,754 : INFO : EPOCH 12 - PROGRESS: at 12.55% examples, 704823 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:12,780 : INFO : EPOCH 12 - PROGRESS: at 12.90% examples, 705592 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:13,798 : INFO : EPOCH 12 - PROGRESS: at 13.29% examples, 706067 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:14,809 : INFO : EPOCH 12 - PROGRESS: at 13.62% examples, 706704 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:15,816 : INFO : EPOCH 12 - PROGRESS: at 13.97% examples, 707496 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:20:16,818 : INFO : EPOCH 12 - PROGRESS: at 14.31% examples, 708044 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:17,820 : INFO : EPOCH 12 - PROGRESS: at 14.69% examples, 708667 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:18,828 : INFO : EPOCH 12 - PROGRESS: at 15.06% examples, 708896 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:19,833 : INFO : EPOCH 12 - PROGRESS: at 15.42% examples, 709516 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:20,843 : INFO : EPOCH 12 - PROGRESS: at 15.80% examples, 709609 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:21,848 : INFO : EPOCH 12 - PROGRESS: at 16.15% examples, 710236 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:22,860 : INFO : EPOCH 12 - PROGRESS: at 16.50% examples, 710546 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:23,863 : INFO : EPOCH 12 - PROGRESS: at 16.84% examples, 710514 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:24,870 : INFO : EPOCH 12 - PROGRESS: at 17.16% examples, 709991 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:25,879 : INFO : EPOCH 12 - PROGRESS: at 17.51% examples, 708941 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:26,894 : INFO : EPOCH 12 - PROGRESS: at 17.84% examples, 707878 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:27,900 : INFO : EPOCH 12 - PROGRESS: at 18.14% examples, 707185 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:28,914 : INFO : EPOCH 12 - PROGRESS: at 18.46% examples, 706140 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:29,919 : INFO : EPOCH 12 - PROGRESS: at 18.79% examples, 705262 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:30,925 : INFO : EPOCH 12 - PROGRESS: at 19.11% examples, 704411 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:31,925 : INFO : EPOCH 12 - PROGRESS: at 19.45% examples, 703660 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:32,931 : INFO : EPOCH 12 - PROGRESS: at 19.78% examples, 702732 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:33,937 : INFO : EPOCH 12 - PROGRESS: at 20.09% examples, 702126 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:20:34,946 : INFO : EPOCH 12 - PROGRESS: at 20.40% examples, 701246 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:35,955 : INFO : EPOCH 12 - PROGRESS: at 20.73% examples, 700432 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:36,959 : INFO : EPOCH 12 - PROGRESS: at 21.02% examples, 700062 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:37,964 : INFO : EPOCH 12 - PROGRESS: at 21.35% examples, 699340 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:20:38,968 : INFO : EPOCH 12 - PROGRESS: at 21.64% examples, 698819 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:39,993 : INFO : EPOCH 12 - PROGRESS: at 21.99% examples, 697997 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:40,993 : INFO : EPOCH 12 - PROGRESS: at 22.29% examples, 697383 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:41,996 : INFO : EPOCH 12 - PROGRESS: at 22.61% examples, 697058 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:43,013 : INFO : EPOCH 12 - PROGRESS: at 22.92% examples, 696470 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:44,016 : INFO : EPOCH 12 - PROGRESS: at 23.25% examples, 695944 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:45,016 : INFO : EPOCH 12 - PROGRESS: at 23.56% examples, 695629 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:46,029 : INFO : EPOCH 12 - PROGRESS: at 23.88% examples, 695127 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:47,049 : INFO : EPOCH 12 - PROGRESS: at 24.20% examples, 694724 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:48,049 : INFO : EPOCH 12 - PROGRESS: at 24.51% examples, 694187 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:49,049 : INFO : EPOCH 12 - PROGRESS: at 24.82% examples, 693852 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:50,054 : INFO : EPOCH 12 - PROGRESS: at 25.12% examples, 693359 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:51,057 : INFO : EPOCH 12 - PROGRESS: at 25.43% examples, 692838 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:52,063 : INFO : EPOCH 12 - PROGRESS: at 25.74% examples, 692482 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:53,067 : INFO : EPOCH 12 - PROGRESS: at 26.08% examples, 692048 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:54,077 : INFO : EPOCH 12 - PROGRESS: at 26.40% examples, 691719 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:55,093 : INFO : EPOCH 12 - PROGRESS: at 26.71% examples, 691222 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:56,099 : INFO : EPOCH 12 - PROGRESS: at 27.04% examples, 690880 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:57,108 : INFO : EPOCH 12 - PROGRESS: at 27.37% examples, 690484 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:58,127 : INFO : EPOCH 12 - PROGRESS: at 27.69% examples, 690188 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:20:59,133 : INFO : EPOCH 12 - PROGRESS: at 28.01% examples, 689931 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:00,134 : INFO : EPOCH 12 - PROGRESS: at 28.32% examples, 689632 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:21:01,142 : INFO : EPOCH 12 - PROGRESS: at 28.66% examples, 689225 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:02,166 : INFO : EPOCH 12 - PROGRESS: at 28.97% examples, 688969 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:03,183 : INFO : EPOCH 12 - PROGRESS: at 29.30% examples, 688500 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:21:04,192 : INFO : EPOCH 12 - PROGRESS: at 29.63% examples, 688246 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:21:05,195 : INFO : EPOCH 12 - PROGRESS: at 29.96% examples, 687882 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:21:06,206 : INFO : EPOCH 12 - PROGRESS: at 30.28% examples, 687423 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:07,209 : INFO : EPOCH 12 - PROGRESS: at 30.60% examples, 687319 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:08,211 : INFO : EPOCH 12 - PROGRESS: at 30.91% examples, 686997 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:09,213 : INFO : EPOCH 12 - PROGRESS: at 31.26% examples, 686776 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:10,220 : INFO : EPOCH 12 - PROGRESS: at 31.56% examples, 686493 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:11,221 : INFO : EPOCH 12 - PROGRESS: at 31.88% examples, 686246 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:12,221 : INFO : EPOCH 12 - PROGRESS: at 32.20% examples, 685777 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:13,230 : INFO : EPOCH 12 - PROGRESS: at 32.52% examples, 685586 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:14,234 : INFO : EPOCH 12 - PROGRESS: at 32.83% examples, 685291 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:21:15,248 : INFO : EPOCH 12 - PROGRESS: at 33.15% examples, 685071 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:16,252 : INFO : EPOCH 12 - PROGRESS: at 33.47% examples, 684734 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:17,253 : INFO : EPOCH 12 - PROGRESS: at 33.78% examples, 684534 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:18,255 : INFO : EPOCH 12 - PROGRESS: at 34.08% examples, 684350 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:19,257 : INFO : EPOCH 12 - PROGRESS: at 34.42% examples, 684048 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:20,262 : INFO : EPOCH 12 - PROGRESS: at 34.72% examples, 683898 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:21,264 : INFO : EPOCH 12 - PROGRESS: at 35.03% examples, 683687 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:22,269 : INFO : EPOCH 12 - PROGRESS: at 35.36% examples, 683482 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:23,289 : INFO : EPOCH 12 - PROGRESS: at 35.70% examples, 683148 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:21:24,307 : INFO : EPOCH 12 - PROGRESS: at 36.03% examples, 682933 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:21:25,307 : INFO : EPOCH 12 - PROGRESS: at 36.32% examples, 682872 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:26,324 : INFO : EPOCH 12 - PROGRESS: at 36.63% examples, 682583 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:21:27,348 : INFO : EPOCH 12 - PROGRESS: at 36.96% examples, 682342 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:28,348 : INFO : EPOCH 12 - PROGRESS: at 37.28% examples, 682156 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:29,356 : INFO : EPOCH 12 - PROGRESS: at 37.60% examples, 681983 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:30,371 : INFO : EPOCH 12 - PROGRESS: at 37.92% examples, 681823 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:31,374 : INFO : EPOCH 12 - PROGRESS: at 38.25% examples, 681601 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:32,377 : INFO : EPOCH 12 - PROGRESS: at 38.58% examples, 681409 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:21:33,382 : INFO : EPOCH 12 - PROGRESS: at 38.90% examples, 681255 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:34,392 : INFO : EPOCH 12 - PROGRESS: at 39.22% examples, 681042 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:35,397 : INFO : EPOCH 12 - PROGRESS: at 39.53% examples, 680925 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:36,411 : INFO : EPOCH 12 - PROGRESS: at 39.86% examples, 680812 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:37,415 : INFO : EPOCH 12 - PROGRESS: at 40.17% examples, 680663 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:38,422 : INFO : EPOCH 12 - PROGRESS: at 40.50% examples, 680542 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:21:39,435 : INFO : EPOCH 12 - PROGRESS: at 40.81% examples, 680328 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:40,437 : INFO : EPOCH 12 - PROGRESS: at 41.13% examples, 680161 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:21:41,445 : INFO : EPOCH 12 - PROGRESS: at 41.46% examples, 680027 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:42,468 : INFO : EPOCH 12 - PROGRESS: at 41.77% examples, 679789 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:43,481 : INFO : EPOCH 12 - PROGRESS: at 42.09% examples, 679703 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:44,506 : INFO : EPOCH 12 - PROGRESS: at 42.41% examples, 679500 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:21:45,526 : INFO : EPOCH 12 - PROGRESS: at 42.74% examples, 679341 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:21:46,541 : INFO : EPOCH 12 - PROGRESS: at 43.05% examples, 679199 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:47,548 : INFO : EPOCH 12 - PROGRESS: at 43.39% examples, 678984 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:48,550 : INFO : EPOCH 12 - PROGRESS: at 43.70% examples, 678872 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:49,565 : INFO : EPOCH 12 - PROGRESS: at 44.03% examples, 678626 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:21:50,575 : INFO : EPOCH 12 - PROGRESS: at 44.37% examples, 678493 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:51,581 : INFO : EPOCH 12 - PROGRESS: at 44.70% examples, 678294 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:52,581 : INFO : EPOCH 12 - PROGRESS: at 45.02% examples, 678126 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:53,606 : INFO : EPOCH 12 - PROGRESS: at 45.37% examples, 677944 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:54,611 : INFO : EPOCH 12 - PROGRESS: at 45.67% examples, 677873 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:55,612 : INFO : EPOCH 12 - PROGRESS: at 46.01% examples, 677737 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:21:56,615 : INFO : EPOCH 12 - PROGRESS: at 46.33% examples, 677653 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:57,620 : INFO : EPOCH 12 - PROGRESS: at 46.64% examples, 677528 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:58,641 : INFO : EPOCH 12 - PROGRESS: at 46.97% examples, 677324 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:21:59,649 : INFO : EPOCH 12 - PROGRESS: at 47.30% examples, 677294 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:00,657 : INFO : EPOCH 12 - PROGRESS: at 47.63% examples, 677124 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:01,660 : INFO : EPOCH 12 - PROGRESS: at 47.94% examples, 677056 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:02,675 : INFO : EPOCH 12 - PROGRESS: at 48.26% examples, 676881 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:03,679 : INFO : EPOCH 12 - PROGRESS: at 48.57% examples, 676853 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:04,682 : INFO : EPOCH 12 - PROGRESS: at 48.88% examples, 676767 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:22:05,692 : INFO : EPOCH 12 - PROGRESS: at 49.21% examples, 676646 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:06,696 : INFO : EPOCH 12 - PROGRESS: at 49.55% examples, 676569 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:07,697 : INFO : EPOCH 12 - PROGRESS: at 49.88% examples, 676408 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:08,703 : INFO : EPOCH 12 - PROGRESS: at 50.21% examples, 676307 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:09,717 : INFO : EPOCH 12 - PROGRESS: at 50.55% examples, 676149 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:22:10,726 : INFO : EPOCH 12 - PROGRESS: at 50.88% examples, 676078 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:22:11,741 : INFO : EPOCH 12 - PROGRESS: at 51.24% examples, 675886 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:12,752 : INFO : EPOCH 12 - PROGRESS: at 51.56% examples, 675758 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:22:13,769 : INFO : EPOCH 12 - PROGRESS: at 51.89% examples, 675633 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:22:14,779 : INFO : EPOCH 12 - PROGRESS: at 52.20% examples, 675600 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:15,790 : INFO : EPOCH 12 - PROGRESS: at 52.54% examples, 675494 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:16,793 : INFO : EPOCH 12 - PROGRESS: at 52.87% examples, 675330 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:17,797 : INFO : EPOCH 12 - PROGRESS: at 53.20% examples, 675227 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:18,801 : INFO : EPOCH 12 - PROGRESS: at 53.50% examples, 675002 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:19,810 : INFO : EPOCH 12 - PROGRESS: at 53.79% examples, 674773 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:20,817 : INFO : EPOCH 12 - PROGRESS: at 54.09% examples, 674449 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:21,823 : INFO : EPOCH 12 - PROGRESS: at 54.38% examples, 674004 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:22,829 : INFO : EPOCH 12 - PROGRESS: at 54.67% examples, 673401 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:23,833 : INFO : EPOCH 12 - PROGRESS: at 55.04% examples, 673651 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:22:24,844 : INFO : EPOCH 12 - PROGRESS: at 55.40% examples, 673930 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:25,845 : INFO : EPOCH 12 - PROGRESS: at 55.74% examples, 674268 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:26,847 : INFO : EPOCH 12 - PROGRESS: at 56.11% examples, 674529 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:27,858 : INFO : EPOCH 12 - PROGRESS: at 56.47% examples, 674841 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:28,864 : INFO : EPOCH 12 - PROGRESS: at 56.84% examples, 675105 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:29,867 : INFO : EPOCH 12 - PROGRESS: at 57.19% examples, 675438 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:30,869 : INFO : EPOCH 12 - PROGRESS: at 57.58% examples, 675739 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:22:31,874 : INFO : EPOCH 12 - PROGRESS: at 57.94% examples, 676040 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:32,878 : INFO : EPOCH 12 - PROGRESS: at 58.28% examples, 676378 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:33,892 : INFO : EPOCH 12 - PROGRESS: at 58.64% examples, 676649 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:22:34,906 : INFO : EPOCH 12 - PROGRESS: at 59.00% examples, 676994 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:35,906 : INFO : EPOCH 12 - PROGRESS: at 59.34% examples, 677233 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:36,912 : INFO : EPOCH 12 - PROGRESS: at 59.69% examples, 677550 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:37,917 : INFO : EPOCH 12 - PROGRESS: at 60.02% examples, 677828 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:38,924 : INFO : EPOCH 12 - PROGRESS: at 60.38% examples, 678036 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:39,925 : INFO : EPOCH 12 - PROGRESS: at 60.75% examples, 678306 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:40,937 : INFO : EPOCH 12 - PROGRESS: at 61.10% examples, 678544 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:41,947 : INFO : EPOCH 12 - PROGRESS: at 61.43% examples, 678657 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:42,951 : INFO : EPOCH 12 - PROGRESS: at 61.75% examples, 678560 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:22:43,957 : INFO : EPOCH 12 - PROGRESS: at 62.07% examples, 678517 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:44,963 : INFO : EPOCH 12 - PROGRESS: at 62.41% examples, 678411 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:45,968 : INFO : EPOCH 12 - PROGRESS: at 62.73% examples, 678314 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:46,977 : INFO : EPOCH 12 - PROGRESS: at 63.06% examples, 678184 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:47,981 : INFO : EPOCH 12 - PROGRESS: at 63.38% examples, 678114 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:48,988 : INFO : EPOCH 12 - PROGRESS: at 63.72% examples, 677980 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:49,994 : INFO : EPOCH 12 - PROGRESS: at 64.04% examples, 677935 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:50,996 : INFO : EPOCH 12 - PROGRESS: at 64.34% examples, 677882 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:52,006 : INFO : EPOCH 12 - PROGRESS: at 64.66% examples, 677789 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:22:53,008 : INFO : EPOCH 12 - PROGRESS: at 64.96% examples, 677703 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:54,014 : INFO : EPOCH 12 - PROGRESS: at 65.27% examples, 677632 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:22:55,026 : INFO : EPOCH 12 - PROGRESS: at 65.59% examples, 677559 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:56,060 : INFO : EPOCH 12 - PROGRESS: at 65.93% examples, 677440 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:57,064 : INFO : EPOCH 12 - PROGRESS: at 66.26% examples, 677350 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:58,083 : INFO : EPOCH 12 - PROGRESS: at 66.58% examples, 677286 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:22:59,089 : INFO : EPOCH 12 - PROGRESS: at 66.89% examples, 677214 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:00,092 : INFO : EPOCH 12 - PROGRESS: at 67.21% examples, 677133 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:01,102 : INFO : EPOCH 12 - PROGRESS: at 67.53% examples, 677066 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:02,105 : INFO : EPOCH 12 - PROGRESS: at 67.86% examples, 677017 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:23:03,110 : INFO : EPOCH 12 - PROGRESS: at 68.17% examples, 676916 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:04,115 : INFO : EPOCH 12 - PROGRESS: at 68.50% examples, 676844 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:05,122 : INFO : EPOCH 12 - PROGRESS: at 68.83% examples, 676772 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:06,127 : INFO : EPOCH 12 - PROGRESS: at 69.17% examples, 676708 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:07,128 : INFO : EPOCH 12 - PROGRESS: at 69.48% examples, 676617 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:23:08,132 : INFO : EPOCH 12 - PROGRESS: at 69.82% examples, 676524 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:09,138 : INFO : EPOCH 12 - PROGRESS: at 70.12% examples, 676469 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:23:10,154 : INFO : EPOCH 12 - PROGRESS: at 70.43% examples, 676384 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:11,157 : INFO : EPOCH 12 - PROGRESS: at 70.74% examples, 676324 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:12,162 : INFO : EPOCH 12 - PROGRESS: at 71.07% examples, 676284 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:13,171 : INFO : EPOCH 12 - PROGRESS: at 71.39% examples, 676203 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:14,185 : INFO : EPOCH 12 - PROGRESS: at 71.71% examples, 676063 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:15,191 : INFO : EPOCH 12 - PROGRESS: at 72.03% examples, 676055 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:23:16,191 : INFO : EPOCH 12 - PROGRESS: at 72.36% examples, 675981 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:23:17,202 : INFO : EPOCH 12 - PROGRESS: at 72.68% examples, 675920 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:18,206 : INFO : EPOCH 12 - PROGRESS: at 73.00% examples, 675863 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:19,208 : INFO : EPOCH 12 - PROGRESS: at 73.32% examples, 675812 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:20,226 : INFO : EPOCH 12 - PROGRESS: at 73.65% examples, 675754 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:21,229 : INFO : EPOCH 12 - PROGRESS: at 73.96% examples, 675678 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:23:22,240 : INFO : EPOCH 12 - PROGRESS: at 74.27% examples, 675621 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:23,241 : INFO : EPOCH 12 - PROGRESS: at 74.58% examples, 675601 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:24,270 : INFO : EPOCH 12 - PROGRESS: at 74.92% examples, 675504 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:25,283 : INFO : EPOCH 12 - PROGRESS: at 75.24% examples, 675461 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:26,294 : INFO : EPOCH 12 - PROGRESS: at 75.57% examples, 675375 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:23:27,300 : INFO : EPOCH 12 - PROGRESS: at 75.89% examples, 675309 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:28,305 : INFO : EPOCH 12 - PROGRESS: at 76.21% examples, 675249 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:29,312 : INFO : EPOCH 12 - PROGRESS: at 76.51% examples, 675211 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:30,312 : INFO : EPOCH 12 - PROGRESS: at 76.82% examples, 675201 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:31,314 : INFO : EPOCH 12 - PROGRESS: at 77.11% examples, 675197 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:32,332 : INFO : EPOCH 12 - PROGRESS: at 77.44% examples, 675091 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:33,350 : INFO : EPOCH 12 - PROGRESS: at 77.77% examples, 675013 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:34,363 : INFO : EPOCH 12 - PROGRESS: at 78.10% examples, 674936 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:35,374 : INFO : EPOCH 12 - PROGRESS: at 78.42% examples, 674862 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:36,385 : INFO : EPOCH 12 - PROGRESS: at 78.75% examples, 674772 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:23:37,387 : INFO : EPOCH 12 - PROGRESS: at 79.07% examples, 674707 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:38,400 : INFO : EPOCH 12 - PROGRESS: at 79.38% examples, 674622 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:39,413 : INFO : EPOCH 12 - PROGRESS: at 79.71% examples, 674558 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:40,414 : INFO : EPOCH 12 - PROGRESS: at 80.02% examples, 674483 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:23:41,416 : INFO : EPOCH 12 - PROGRESS: at 80.34% examples, 674472 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:42,421 : INFO : EPOCH 12 - PROGRESS: at 80.67% examples, 674463 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:23:43,434 : INFO : EPOCH 12 - PROGRESS: at 81.01% examples, 674393 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:44,440 : INFO : EPOCH 12 - PROGRESS: at 81.31% examples, 674345 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:45,448 : INFO : EPOCH 12 - PROGRESS: at 81.64% examples, 674285 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:46,456 : INFO : EPOCH 12 - PROGRESS: at 81.96% examples, 674221 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:23:47,460 : INFO : EPOCH 12 - PROGRESS: at 82.30% examples, 674188 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:48,463 : INFO : EPOCH 12 - PROGRESS: at 82.60% examples, 674130 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:23:49,466 : INFO : EPOCH 12 - PROGRESS: at 82.95% examples, 674023 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:50,480 : INFO : EPOCH 12 - PROGRESS: at 83.27% examples, 673984 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:23:51,487 : INFO : EPOCH 12 - PROGRESS: at 83.59% examples, 673925 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:52,491 : INFO : EPOCH 12 - PROGRESS: at 83.92% examples, 673886 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:53,496 : INFO : EPOCH 12 - PROGRESS: at 84.23% examples, 673839 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:54,500 : INFO : EPOCH 12 - PROGRESS: at 84.56% examples, 673754 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:55,505 : INFO : EPOCH 12 - PROGRESS: at 84.89% examples, 673668 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:56,507 : INFO : EPOCH 12 - PROGRESS: at 85.21% examples, 673634 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:23:57,514 : INFO : EPOCH 12 - PROGRESS: at 85.56% examples, 673563 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:23:58,523 : INFO : EPOCH 12 - PROGRESS: at 85.89% examples, 673523 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:23:59,530 : INFO : EPOCH 12 - PROGRESS: at 86.23% examples, 673460 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:00,542 : INFO : EPOCH 12 - PROGRESS: at 86.56% examples, 673379 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:01,549 : INFO : EPOCH 12 - PROGRESS: at 86.89% examples, 673305 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:02,551 : INFO : EPOCH 12 - PROGRESS: at 87.18% examples, 673312 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:03,556 : INFO : EPOCH 12 - PROGRESS: at 87.50% examples, 673241 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:04,558 : INFO : EPOCH 12 - PROGRESS: at 87.83% examples, 673204 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:24:05,558 : INFO : EPOCH 12 - PROGRESS: at 88.18% examples, 673125 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:06,567 : INFO : EPOCH 12 - PROGRESS: at 88.52% examples, 673080 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:07,569 : INFO : EPOCH 12 - PROGRESS: at 88.85% examples, 673013 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:08,569 : INFO : EPOCH 12 - PROGRESS: at 89.18% examples, 672970 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:09,575 : INFO : EPOCH 12 - PROGRESS: at 89.50% examples, 672902 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:10,580 : INFO : EPOCH 12 - PROGRESS: at 89.82% examples, 672911 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:11,604 : INFO : EPOCH 12 - PROGRESS: at 90.14% examples, 672820 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:12,612 : INFO : EPOCH 12 - PROGRESS: at 90.45% examples, 672781 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:13,620 : INFO : EPOCH 12 - PROGRESS: at 90.79% examples, 672767 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:14,623 : INFO : EPOCH 12 - PROGRESS: at 91.08% examples, 672746 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:15,625 : INFO : EPOCH 12 - PROGRESS: at 91.39% examples, 672694 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:16,640 : INFO : EPOCH 12 - PROGRESS: at 91.71% examples, 672623 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:17,645 : INFO : EPOCH 12 - PROGRESS: at 92.04% examples, 672583 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:18,660 : INFO : EPOCH 12 - PROGRESS: at 92.36% examples, 672535 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:19,665 : INFO : EPOCH 12 - PROGRESS: at 92.68% examples, 672471 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:20,674 : INFO : EPOCH 12 - PROGRESS: at 93.03% examples, 672412 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:24:21,682 : INFO : EPOCH 12 - PROGRESS: at 93.34% examples, 672377 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:22,696 : INFO : EPOCH 12 - PROGRESS: at 93.67% examples, 672321 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:23,700 : INFO : EPOCH 12 - PROGRESS: at 93.98% examples, 672321 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:24,706 : INFO : EPOCH 12 - PROGRESS: at 94.30% examples, 672294 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:25,711 : INFO : EPOCH 12 - PROGRESS: at 94.62% examples, 672267 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:24:26,722 : INFO : EPOCH 12 - PROGRESS: at 94.94% examples, 672245 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:27,742 : INFO : EPOCH 12 - PROGRESS: at 95.29% examples, 672187 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:28,750 : INFO : EPOCH 12 - PROGRESS: at 95.62% examples, 672192 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:24:29,767 : INFO : EPOCH 12 - PROGRESS: at 95.94% examples, 672127 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:30,782 : INFO : EPOCH 12 - PROGRESS: at 96.28% examples, 672079 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:31,784 : INFO : EPOCH 12 - PROGRESS: at 96.59% examples, 672063 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:32,804 : INFO : EPOCH 12 - PROGRESS: at 96.93% examples, 672013 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:33,813 : INFO : EPOCH 12 - PROGRESS: at 97.26% examples, 671965 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:34,831 : INFO : EPOCH 12 - PROGRESS: at 97.58% examples, 671905 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:24:35,850 : INFO : EPOCH 12 - PROGRESS: at 97.91% examples, 671849 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:36,855 : INFO : EPOCH 12 - PROGRESS: at 98.25% examples, 671832 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:37,876 : INFO : EPOCH 12 - PROGRESS: at 98.58% examples, 671761 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:24:38,877 : INFO : EPOCH 12 - PROGRESS: at 98.91% examples, 671764 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:39,898 : INFO : EPOCH 12 - PROGRESS: at 99.23% examples, 671687 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:40,906 : INFO : EPOCH 12 - PROGRESS: at 99.54% examples, 671662 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:24:41,920 : INFO : EPOCH 12 - PROGRESS: at 99.86% examples, 671633 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:42,350 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 07:24:42,359 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 07:24:42,375 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 07:24:42,379 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 07:24:42,380 : INFO : EPOCH - 12 : training on 265101461 raw words (206120737 effective words) took 306.9s, 671641 effective words/s
2020-07-24 07:24:43,387 : INFO : EPOCH 13 - PROGRESS: at 0.32% examples, 638140 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:44,390 : INFO : EPOCH 13 - PROGRESS: at 0.65% examples, 652609 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:45,404 : INFO : EPOCH 13 - PROGRESS: at 0.99% examples, 654232 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:46,414 : INFO : EPOCH 13 - PROGRESS: at 1.32% examples, 655480 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:47,422 : INFO : EPOCH 13 - PROGRESS: at 1.65% examples, 656238 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:48,423 : INFO : EPOCH 13 - PROGRESS: at 1.97% examples, 658089 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:49,426 : INFO : EPOCH 13 - PROGRESS: at 2.29% examples, 659146 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:50,433 : INFO : EPOCH 13 - PROGRESS: at 2.61% examples, 660173 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:51,436 : INFO : EPOCH 13 - PROGRESS: at 2.94% examples, 659648 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:52,440 : INFO : EPOCH 13 - PROGRESS: at 3.26% examples, 659724 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:24:53,454 : INFO : EPOCH 13 - PROGRESS: at 3.60% examples, 659164 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:54,468 : INFO : EPOCH 13 - PROGRESS: at 3.92% examples, 659892 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:55,473 : INFO : EPOCH 13 - PROGRESS: at 4.24% examples, 659898 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:56,474 : INFO : EPOCH 13 - PROGRESS: at 4.60% examples, 660264 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:57,487 : INFO : EPOCH 13 - PROGRESS: at 4.91% examples, 660087 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:58,495 : INFO : EPOCH 13 - PROGRESS: at 5.24% examples, 659962 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:24:59,500 : INFO : EPOCH 13 - PROGRESS: at 5.54% examples, 658140 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:00,516 : INFO : EPOCH 13 - PROGRESS: at 5.87% examples, 657251 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:01,522 : INFO : EPOCH 13 - PROGRESS: at 6.18% examples, 656620 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:02,534 : INFO : EPOCH 13 - PROGRESS: at 6.47% examples, 652421 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:03,548 : INFO : EPOCH 13 - PROGRESS: at 6.80% examples, 653534 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:04,564 : INFO : EPOCH 13 - PROGRESS: at 7.15% examples, 656962 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:05,589 : INFO : EPOCH 13 - PROGRESS: at 7.51% examples, 660437 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:06,594 : INFO : EPOCH 13 - PROGRESS: at 7.87% examples, 663737 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:07,597 : INFO : EPOCH 13 - PROGRESS: at 8.23% examples, 666691 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:08,598 : INFO : EPOCH 13 - PROGRESS: at 8.58% examples, 668801 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:09,604 : INFO : EPOCH 13 - PROGRESS: at 8.91% examples, 670980 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:10,609 : INFO : EPOCH 13 - PROGRESS: at 9.26% examples, 673197 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:11,622 : INFO : EPOCH 13 - PROGRESS: at 9.63% examples, 675014 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:12,623 : INFO : EPOCH 13 - PROGRESS: at 10.00% examples, 676932 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:13,623 : INFO : EPOCH 13 - PROGRESS: at 10.36% examples, 678609 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:14,628 : INFO : EPOCH 13 - PROGRESS: at 10.73% examples, 680488 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:15,633 : INFO : EPOCH 13 - PROGRESS: at 11.08% examples, 681887 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:16,637 : INFO : EPOCH 13 - PROGRESS: at 11.48% examples, 683069 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:17,646 : INFO : EPOCH 13 - PROGRESS: at 11.85% examples, 684336 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:18,673 : INFO : EPOCH 13 - PROGRESS: at 12.21% examples, 685713 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:19,675 : INFO : EPOCH 13 - PROGRESS: at 12.58% examples, 686952 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:20,688 : INFO : EPOCH 13 - PROGRESS: at 12.92% examples, 688359 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:21,693 : INFO : EPOCH 13 - PROGRESS: at 13.31% examples, 689336 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:22,698 : INFO : EPOCH 13 - PROGRESS: at 13.64% examples, 690651 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:23,698 : INFO : EPOCH 13 - PROGRESS: at 14.00% examples, 691788 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:24,705 : INFO : EPOCH 13 - PROGRESS: at 14.34% examples, 692733 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:25,713 : INFO : EPOCH 13 - PROGRESS: at 14.72% examples, 693636 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:26,720 : INFO : EPOCH 13 - PROGRESS: at 15.09% examples, 694367 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:27,722 : INFO : EPOCH 13 - PROGRESS: at 15.45% examples, 695374 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:28,736 : INFO : EPOCH 13 - PROGRESS: at 15.84% examples, 695887 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:29,753 : INFO : EPOCH 13 - PROGRESS: at 16.16% examples, 695596 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:30,783 : INFO : EPOCH 13 - PROGRESS: at 16.49% examples, 694789 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:31,788 : INFO : EPOCH 13 - PROGRESS: at 16.80% examples, 694186 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:32,793 : INFO : EPOCH 13 - PROGRESS: at 17.11% examples, 693509 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:33,793 : INFO : EPOCH 13 - PROGRESS: at 17.45% examples, 693021 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:34,803 : INFO : EPOCH 13 - PROGRESS: at 17.79% examples, 692473 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:35,810 : INFO : EPOCH 13 - PROGRESS: at 18.10% examples, 692275 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:25:36,811 : INFO : EPOCH 13 - PROGRESS: at 18.43% examples, 691711 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:25:37,819 : INFO : EPOCH 13 - PROGRESS: at 18.75% examples, 691173 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:38,823 : INFO : EPOCH 13 - PROGRESS: at 19.08% examples, 690788 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:39,844 : INFO : EPOCH 13 - PROGRESS: at 19.42% examples, 690335 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:40,870 : INFO : EPOCH 13 - PROGRESS: at 19.77% examples, 689601 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:41,880 : INFO : EPOCH 13 - PROGRESS: at 20.08% examples, 689250 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:42,883 : INFO : EPOCH 13 - PROGRESS: at 20.40% examples, 688929 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:43,892 : INFO : EPOCH 13 - PROGRESS: at 20.72% examples, 688416 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:44,893 : INFO : EPOCH 13 - PROGRESS: at 21.02% examples, 688275 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:45,895 : INFO : EPOCH 13 - PROGRESS: at 21.34% examples, 687774 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:25:46,899 : INFO : EPOCH 13 - PROGRESS: at 21.64% examples, 687544 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:47,913 : INFO : EPOCH 13 - PROGRESS: at 21.99% examples, 687033 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:48,915 : INFO : EPOCH 13 - PROGRESS: at 22.30% examples, 686695 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:25:49,920 : INFO : EPOCH 13 - PROGRESS: at 22.61% examples, 686387 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:50,938 : INFO : EPOCH 13 - PROGRESS: at 22.92% examples, 685959 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:51,940 : INFO : EPOCH 13 - PROGRESS: at 23.25% examples, 685573 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:52,946 : INFO : EPOCH 13 - PROGRESS: at 23.57% examples, 685592 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:53,950 : INFO : EPOCH 13 - PROGRESS: at 23.89% examples, 685428 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:54,951 : INFO : EPOCH 13 - PROGRESS: at 24.21% examples, 685135 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:55,973 : INFO : EPOCH 13 - PROGRESS: at 24.52% examples, 684850 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:56,976 : INFO : EPOCH 13 - PROGRESS: at 24.83% examples, 684603 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:25:57,992 : INFO : EPOCH 13 - PROGRESS: at 25.14% examples, 684241 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:25:59,006 : INFO : EPOCH 13 - PROGRESS: at 25.45% examples, 684020 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:00,017 : INFO : EPOCH 13 - PROGRESS: at 25.77% examples, 683797 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:01,019 : INFO : EPOCH 13 - PROGRESS: at 26.11% examples, 683624 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:02,023 : INFO : EPOCH 13 - PROGRESS: at 26.43% examples, 683404 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:03,027 : INFO : EPOCH 13 - PROGRESS: at 26.75% examples, 683176 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:04,032 : INFO : EPOCH 13 - PROGRESS: at 27.07% examples, 682832 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:05,040 : INFO : EPOCH 13 - PROGRESS: at 27.40% examples, 682525 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:06,050 : INFO : EPOCH 13 - PROGRESS: at 27.73% examples, 682370 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:07,067 : INFO : EPOCH 13 - PROGRESS: at 28.04% examples, 682192 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:08,078 : INFO : EPOCH 13 - PROGRESS: at 28.37% examples, 682051 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:09,084 : INFO : EPOCH 13 - PROGRESS: at 28.70% examples, 681865 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:10,097 : INFO : EPOCH 13 - PROGRESS: at 29.01% examples, 681676 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:11,109 : INFO : EPOCH 13 - PROGRESS: at 29.35% examples, 681454 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:12,115 : INFO : EPOCH 13 - PROGRESS: at 29.67% examples, 681241 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:13,120 : INFO : EPOCH 13 - PROGRESS: at 30.01% examples, 681040 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:14,126 : INFO : EPOCH 13 - PROGRESS: at 30.33% examples, 680833 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:15,128 : INFO : EPOCH 13 - PROGRESS: at 30.65% examples, 680763 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:26:16,135 : INFO : EPOCH 13 - PROGRESS: at 30.97% examples, 680570 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:26:17,148 : INFO : EPOCH 13 - PROGRESS: at 31.30% examples, 680269 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:26:18,152 : INFO : EPOCH 13 - PROGRESS: at 31.61% examples, 680099 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:19,160 : INFO : EPOCH 13 - PROGRESS: at 31.93% examples, 679943 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:20,163 : INFO : EPOCH 13 - PROGRESS: at 32.26% examples, 679796 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:26:21,167 : INFO : EPOCH 13 - PROGRESS: at 32.58% examples, 679631 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:22,170 : INFO : EPOCH 13 - PROGRESS: at 32.89% examples, 679479 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:23,182 : INFO : EPOCH 13 - PROGRESS: at 33.22% examples, 679330 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:24,186 : INFO : EPOCH 13 - PROGRESS: at 33.54% examples, 679273 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:26:25,186 : INFO : EPOCH 13 - PROGRESS: at 33.85% examples, 679180 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:26,187 : INFO : EPOCH 13 - PROGRESS: at 34.17% examples, 678952 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:27,187 : INFO : EPOCH 13 - PROGRESS: at 34.50% examples, 678824 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:28,195 : INFO : EPOCH 13 - PROGRESS: at 34.79% examples, 678686 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:29,197 : INFO : EPOCH 13 - PROGRESS: at 35.11% examples, 678559 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:30,198 : INFO : EPOCH 13 - PROGRESS: at 35.45% examples, 678519 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:31,200 : INFO : EPOCH 13 - PROGRESS: at 35.80% examples, 678383 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:32,201 : INFO : EPOCH 13 - PROGRESS: at 36.10% examples, 678263 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:33,201 : INFO : EPOCH 13 - PROGRESS: at 36.40% examples, 678242 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:34,203 : INFO : EPOCH 13 - PROGRESS: at 36.72% examples, 678131 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:35,205 : INFO : EPOCH 13 - PROGRESS: at 37.04% examples, 677976 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:36,214 : INFO : EPOCH 13 - PROGRESS: at 37.35% examples, 677864 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:37,236 : INFO : EPOCH 13 - PROGRESS: at 37.68% examples, 677618 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:26:38,246 : INFO : EPOCH 13 - PROGRESS: at 38.01% examples, 677610 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:39,249 : INFO : EPOCH 13 - PROGRESS: at 38.34% examples, 677443 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:26:40,253 : INFO : EPOCH 13 - PROGRESS: at 38.67% examples, 677338 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:41,254 : INFO : EPOCH 13 - PROGRESS: at 38.98% examples, 677157 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:42,276 : INFO : EPOCH 13 - PROGRESS: at 39.32% examples, 677081 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:43,288 : INFO : EPOCH 13 - PROGRESS: at 39.63% examples, 676976 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:44,292 : INFO : EPOCH 13 - PROGRESS: at 39.96% examples, 676900 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:45,294 : INFO : EPOCH 13 - PROGRESS: at 40.26% examples, 676812 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:46,295 : INFO : EPOCH 13 - PROGRESS: at 40.60% examples, 676756 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:47,303 : INFO : EPOCH 13 - PROGRESS: at 40.90% examples, 676661 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:48,306 : INFO : EPOCH 13 - PROGRESS: at 41.23% examples, 676479 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:49,315 : INFO : EPOCH 13 - PROGRESS: at 41.55% examples, 676394 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:26:50,322 : INFO : EPOCH 13 - PROGRESS: at 41.86% examples, 676264 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:26:51,324 : INFO : EPOCH 13 - PROGRESS: at 42.18% examples, 676198 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:52,324 : INFO : EPOCH 13 - PROGRESS: at 42.50% examples, 676089 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:53,341 : INFO : EPOCH 13 - PROGRESS: at 42.83% examples, 675943 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:26:54,351 : INFO : EPOCH 13 - PROGRESS: at 43.14% examples, 675876 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:55,357 : INFO : EPOCH 13 - PROGRESS: at 43.48% examples, 675719 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:56,361 : INFO : EPOCH 13 - PROGRESS: at 43.80% examples, 675684 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:57,389 : INFO : EPOCH 13 - PROGRESS: at 44.15% examples, 675453 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:26:58,406 : INFO : EPOCH 13 - PROGRESS: at 44.47% examples, 675371 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:26:59,407 : INFO : EPOCH 13 - PROGRESS: at 44.81% examples, 675350 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:00,409 : INFO : EPOCH 13 - PROGRESS: at 45.14% examples, 675221 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:01,412 : INFO : EPOCH 13 - PROGRESS: at 45.48% examples, 675124 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:02,417 : INFO : EPOCH 13 - PROGRESS: at 45.79% examples, 675054 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:27:03,446 : INFO : EPOCH 13 - PROGRESS: at 46.13% examples, 674856 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:27:04,462 : INFO : EPOCH 13 - PROGRESS: at 46.44% examples, 674788 words/s, in_qsize 8, out_qsize 1
2020-07-24 07:27:05,481 : INFO : EPOCH 13 - PROGRESS: at 46.76% examples, 674716 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:06,484 : INFO : EPOCH 13 - PROGRESS: at 47.08% examples, 674646 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:27:07,485 : INFO : EPOCH 13 - PROGRESS: at 47.41% examples, 674534 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:08,494 : INFO : EPOCH 13 - PROGRESS: at 47.73% examples, 674423 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:09,498 : INFO : EPOCH 13 - PROGRESS: at 48.06% examples, 674426 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:10,505 : INFO : EPOCH 13 - PROGRESS: at 48.38% examples, 674312 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:11,513 : INFO : EPOCH 13 - PROGRESS: at 48.70% examples, 674293 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:12,517 : INFO : EPOCH 13 - PROGRESS: at 49.02% examples, 674253 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:13,519 : INFO : EPOCH 13 - PROGRESS: at 49.34% examples, 674112 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:27:14,529 : INFO : EPOCH 13 - PROGRESS: at 49.68% examples, 674041 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:15,545 : INFO : EPOCH 13 - PROGRESS: at 50.02% examples, 673957 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:16,549 : INFO : EPOCH 13 - PROGRESS: at 50.36% examples, 673926 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:17,552 : INFO : EPOCH 13 - PROGRESS: at 50.70% examples, 673794 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:27:18,555 : INFO : EPOCH 13 - PROGRESS: at 51.03% examples, 673757 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:19,555 : INFO : EPOCH 13 - PROGRESS: at 51.36% examples, 673647 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:20,571 : INFO : EPOCH 13 - PROGRESS: at 51.68% examples, 673648 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:21,579 : INFO : EPOCH 13 - PROGRESS: at 52.01% examples, 673581 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:22,593 : INFO : EPOCH 13 - PROGRESS: at 52.36% examples, 673486 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:23,595 : INFO : EPOCH 13 - PROGRESS: at 52.66% examples, 673470 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:24,600 : INFO : EPOCH 13 - PROGRESS: at 53.01% examples, 673360 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:25,601 : INFO : EPOCH 13 - PROGRESS: at 53.33% examples, 673262 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:26,605 : INFO : EPOCH 13 - PROGRESS: at 53.65% examples, 673300 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:27,625 : INFO : EPOCH 13 - PROGRESS: at 53.96% examples, 673192 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:28,629 : INFO : EPOCH 13 - PROGRESS: at 54.28% examples, 673207 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:29,638 : INFO : EPOCH 13 - PROGRESS: at 54.62% examples, 673133 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:30,650 : INFO : EPOCH 13 - PROGRESS: at 54.96% examples, 672998 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:31,652 : INFO : EPOCH 13 - PROGRESS: at 55.28% examples, 672976 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:32,663 : INFO : EPOCH 13 - PROGRESS: at 55.61% examples, 672875 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:27:33,669 : INFO : EPOCH 13 - PROGRESS: at 55.94% examples, 672813 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:34,670 : INFO : EPOCH 13 - PROGRESS: at 56.27% examples, 672834 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:35,679 : INFO : EPOCH 13 - PROGRESS: at 56.60% examples, 672722 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:27:36,696 : INFO : EPOCH 13 - PROGRESS: at 56.93% examples, 672673 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:27:37,697 : INFO : EPOCH 13 - PROGRESS: at 57.27% examples, 672629 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:27:38,701 : INFO : EPOCH 13 - PROGRESS: at 57.61% examples, 672475 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:27:39,712 : INFO : EPOCH 13 - PROGRESS: at 57.92% examples, 672293 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:40,720 : INFO : EPOCH 13 - PROGRESS: at 58.23% examples, 672142 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:41,722 : INFO : EPOCH 13 - PROGRESS: at 58.52% examples, 671895 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:42,728 : INFO : EPOCH 13 - PROGRESS: at 58.81% examples, 671342 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:43,729 : INFO : EPOCH 13 - PROGRESS: at 59.13% examples, 671365 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:44,732 : INFO : EPOCH 13 - PROGRESS: at 59.49% examples, 671680 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:45,733 : INFO : EPOCH 13 - PROGRESS: at 59.80% examples, 672018 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:46,735 : INFO : EPOCH 13 - PROGRESS: at 60.16% examples, 672342 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:47,743 : INFO : EPOCH 13 - PROGRESS: at 60.54% examples, 672670 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:48,749 : INFO : EPOCH 13 - PROGRESS: at 60.90% examples, 672983 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:49,757 : INFO : EPOCH 13 - PROGRESS: at 61.25% examples, 673270 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:50,760 : INFO : EPOCH 13 - PROGRESS: at 61.60% examples, 673580 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:51,769 : INFO : EPOCH 13 - PROGRESS: at 61.96% examples, 673915 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:52,777 : INFO : EPOCH 13 - PROGRESS: at 62.31% examples, 674188 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:53,792 : INFO : EPOCH 13 - PROGRESS: at 62.68% examples, 674455 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:54,801 : INFO : EPOCH 13 - PROGRESS: at 63.04% examples, 674757 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:55,805 : INFO : EPOCH 13 - PROGRESS: at 63.40% examples, 675066 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:56,809 : INFO : EPOCH 13 - PROGRESS: at 63.77% examples, 675385 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:57,813 : INFO : EPOCH 13 - PROGRESS: at 64.10% examples, 675681 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:58,828 : INFO : EPOCH 13 - PROGRESS: at 64.46% examples, 675941 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:27:59,831 : INFO : EPOCH 13 - PROGRESS: at 64.82% examples, 676201 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:00,841 : INFO : EPOCH 13 - PROGRESS: at 65.14% examples, 676498 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:01,853 : INFO : EPOCH 13 - PROGRESS: at 65.50% examples, 676791 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:02,856 : INFO : EPOCH 13 - PROGRESS: at 65.86% examples, 677066 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:03,861 : INFO : EPOCH 13 - PROGRESS: at 66.24% examples, 677384 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:04,884 : INFO : EPOCH 13 - PROGRESS: at 66.58% examples, 677657 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:05,888 : INFO : EPOCH 13 - PROGRESS: at 66.93% examples, 678026 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:06,900 : INFO : EPOCH 13 - PROGRESS: at 67.30% examples, 678257 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:07,917 : INFO : EPOCH 13 - PROGRESS: at 67.65% examples, 678547 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:08,925 : INFO : EPOCH 13 - PROGRESS: at 68.00% examples, 678824 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:09,931 : INFO : EPOCH 13 - PROGRESS: at 68.35% examples, 679084 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:10,949 : INFO : EPOCH 13 - PROGRESS: at 68.74% examples, 679353 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:11,954 : INFO : EPOCH 13 - PROGRESS: at 69.11% examples, 679632 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:12,960 : INFO : EPOCH 13 - PROGRESS: at 69.47% examples, 679889 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:13,961 : INFO : EPOCH 13 - PROGRESS: at 69.84% examples, 680132 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:14,963 : INFO : EPOCH 13 - PROGRESS: at 70.17% examples, 680330 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:15,966 : INFO : EPOCH 13 - PROGRESS: at 70.51% examples, 680624 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:16,970 : INFO : EPOCH 13 - PROGRESS: at 70.85% examples, 680858 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:17,975 : INFO : EPOCH 13 - PROGRESS: at 71.21% examples, 681094 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:18,975 : INFO : EPOCH 13 - PROGRESS: at 71.59% examples, 681363 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:19,990 : INFO : EPOCH 13 - PROGRESS: at 71.91% examples, 681585 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:21,000 : INFO : EPOCH 13 - PROGRESS: at 72.30% examples, 681838 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:22,001 : INFO : EPOCH 13 - PROGRESS: at 72.65% examples, 682085 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:23,003 : INFO : EPOCH 13 - PROGRESS: at 73.00% examples, 682310 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:24,010 : INFO : EPOCH 13 - PROGRESS: at 73.36% examples, 682532 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:25,031 : INFO : EPOCH 13 - PROGRESS: at 73.71% examples, 682734 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:26,033 : INFO : EPOCH 13 - PROGRESS: at 74.08% examples, 682970 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:27,037 : INFO : EPOCH 13 - PROGRESS: at 74.40% examples, 683198 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:28,039 : INFO : EPOCH 13 - PROGRESS: at 74.75% examples, 683423 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:29,046 : INFO : EPOCH 13 - PROGRESS: at 75.11% examples, 683579 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:28:30,047 : INFO : EPOCH 13 - PROGRESS: at 75.47% examples, 683852 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:28:31,053 : INFO : EPOCH 13 - PROGRESS: at 75.83% examples, 684062 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:32,054 : INFO : EPOCH 13 - PROGRESS: at 76.18% examples, 684241 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:33,060 : INFO : EPOCH 13 - PROGRESS: at 76.51% examples, 684507 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:34,073 : INFO : EPOCH 13 - PROGRESS: at 76.86% examples, 684676 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:35,075 : INFO : EPOCH 13 - PROGRESS: at 77.19% examples, 684928 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:36,080 : INFO : EPOCH 13 - PROGRESS: at 77.54% examples, 685131 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:28:37,090 : INFO : EPOCH 13 - PROGRESS: at 77.91% examples, 685279 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:38,108 : INFO : EPOCH 13 - PROGRESS: at 78.27% examples, 685436 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:39,113 : INFO : EPOCH 13 - PROGRESS: at 78.63% examples, 685626 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:40,120 : INFO : EPOCH 13 - PROGRESS: at 78.99% examples, 685820 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:41,128 : INFO : EPOCH 13 - PROGRESS: at 79.34% examples, 686057 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:42,147 : INFO : EPOCH 13 - PROGRESS: at 79.69% examples, 686189 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:43,161 : INFO : EPOCH 13 - PROGRESS: at 80.05% examples, 686379 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:44,173 : INFO : EPOCH 13 - PROGRESS: at 80.41% examples, 686583 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:45,181 : INFO : EPOCH 13 - PROGRESS: at 80.77% examples, 686794 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:46,182 : INFO : EPOCH 13 - PROGRESS: at 81.14% examples, 686976 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:28:47,204 : INFO : EPOCH 13 - PROGRESS: at 81.47% examples, 687190 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:48,206 : INFO : EPOCH 13 - PROGRESS: at 81.84% examples, 687384 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:49,216 : INFO : EPOCH 13 - PROGRESS: at 82.20% examples, 687520 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:50,222 : INFO : EPOCH 13 - PROGRESS: at 82.55% examples, 687726 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:51,224 : INFO : EPOCH 13 - PROGRESS: at 82.93% examples, 687860 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:52,234 : INFO : EPOCH 13 - PROGRESS: at 83.28% examples, 687982 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:53,240 : INFO : EPOCH 13 - PROGRESS: at 83.63% examples, 688183 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:54,245 : INFO : EPOCH 13 - PROGRESS: at 84.00% examples, 688365 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:55,248 : INFO : EPOCH 13 - PROGRESS: at 84.35% examples, 688517 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:56,256 : INFO : EPOCH 13 - PROGRESS: at 84.71% examples, 688663 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:57,263 : INFO : EPOCH 13 - PROGRESS: at 85.07% examples, 688806 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:58,267 : INFO : EPOCH 13 - PROGRESS: at 85.45% examples, 688966 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:28:59,273 : INFO : EPOCH 13 - PROGRESS: at 85.82% examples, 689146 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:00,277 : INFO : EPOCH 13 - PROGRESS: at 86.20% examples, 689301 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:01,298 : INFO : EPOCH 13 - PROGRESS: at 86.58% examples, 689485 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:02,308 : INFO : EPOCH 13 - PROGRESS: at 86.93% examples, 689625 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:03,310 : INFO : EPOCH 13 - PROGRESS: at 87.26% examples, 689782 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:04,320 : INFO : EPOCH 13 - PROGRESS: at 87.62% examples, 689965 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:05,327 : INFO : EPOCH 13 - PROGRESS: at 88.00% examples, 690126 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:29:06,333 : INFO : EPOCH 13 - PROGRESS: at 88.38% examples, 690288 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:07,345 : INFO : EPOCH 13 - PROGRESS: at 88.76% examples, 690429 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:29:08,346 : INFO : EPOCH 13 - PROGRESS: at 89.13% examples, 690613 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:09,350 : INFO : EPOCH 13 - PROGRESS: at 89.49% examples, 690720 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:10,353 : INFO : EPOCH 13 - PROGRESS: at 89.84% examples, 690933 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:11,366 : INFO : EPOCH 13 - PROGRESS: at 90.20% examples, 691065 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:12,380 : INFO : EPOCH 13 - PROGRESS: at 90.54% examples, 691221 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:13,394 : INFO : EPOCH 13 - PROGRESS: at 90.90% examples, 691403 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:29:14,400 : INFO : EPOCH 13 - PROGRESS: at 91.23% examples, 691550 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:15,404 : INFO : EPOCH 13 - PROGRESS: at 91.58% examples, 691709 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:16,405 : INFO : EPOCH 13 - PROGRESS: at 91.93% examples, 691830 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:17,406 : INFO : EPOCH 13 - PROGRESS: at 92.30% examples, 692013 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:18,409 : INFO : EPOCH 13 - PROGRESS: at 92.66% examples, 692106 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:19,415 : INFO : EPOCH 13 - PROGRESS: at 93.03% examples, 692231 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:20,417 : INFO : EPOCH 13 - PROGRESS: at 93.39% examples, 692406 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:21,428 : INFO : EPOCH 13 - PROGRESS: at 93.74% examples, 692536 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:22,436 : INFO : EPOCH 13 - PROGRESS: at 94.08% examples, 692693 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:23,446 : INFO : EPOCH 13 - PROGRESS: at 94.46% examples, 692794 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:24,456 : INFO : EPOCH 13 - PROGRESS: at 94.79% examples, 692952 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:29:25,463 : INFO : EPOCH 13 - PROGRESS: at 95.16% examples, 693106 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:26,473 : INFO : EPOCH 13 - PROGRESS: at 95.53% examples, 693231 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:27,486 : INFO : EPOCH 13 - PROGRESS: at 95.88% examples, 693357 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:28,490 : INFO : EPOCH 13 - PROGRESS: at 96.25% examples, 693485 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:29,495 : INFO : EPOCH 13 - PROGRESS: at 96.60% examples, 693621 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:30,504 : INFO : EPOCH 13 - PROGRESS: at 96.97% examples, 693737 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:31,510 : INFO : EPOCH 13 - PROGRESS: at 97.34% examples, 693879 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:32,528 : INFO : EPOCH 13 - PROGRESS: at 97.69% examples, 693991 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:33,533 : INFO : EPOCH 13 - PROGRESS: at 98.07% examples, 694110 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:34,540 : INFO : EPOCH 13 - PROGRESS: at 98.42% examples, 694222 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:35,553 : INFO : EPOCH 13 - PROGRESS: at 98.79% examples, 694322 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:36,561 : INFO : EPOCH 13 - PROGRESS: at 99.14% examples, 694454 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:37,562 : INFO : EPOCH 13 - PROGRESS: at 99.48% examples, 694599 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:38,577 : INFO : EPOCH 13 - PROGRESS: at 99.83% examples, 694725 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:39,019 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 07:29:39,023 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 07:29:39,037 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 07:29:39,042 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 07:29:39,043 : INFO : EPOCH - 13 : training on 265101461 raw words (206121392 effective words) took 296.7s, 694813 effective words/s
2020-07-24 07:29:40,063 : INFO : EPOCH 14 - PROGRESS: at 0.35% examples, 715575 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:41,071 : INFO : EPOCH 14 - PROGRESS: at 0.73% examples, 721489 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:42,074 : INFO : EPOCH 14 - PROGRESS: at 1.10% examples, 725117 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:43,076 : INFO : EPOCH 14 - PROGRESS: at 1.46% examples, 723843 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:29:44,078 : INFO : EPOCH 14 - PROGRESS: at 1.83% examples, 724652 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:45,080 : INFO : EPOCH 14 - PROGRESS: at 2.18% examples, 726091 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:46,097 : INFO : EPOCH 14 - PROGRESS: at 2.53% examples, 725461 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:47,107 : INFO : EPOCH 14 - PROGRESS: at 2.88% examples, 726602 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:48,113 : INFO : EPOCH 14 - PROGRESS: at 3.24% examples, 726706 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:49,123 : INFO : EPOCH 14 - PROGRESS: at 3.61% examples, 726213 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:50,127 : INFO : EPOCH 14 - PROGRESS: at 3.96% examples, 727182 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:51,143 : INFO : EPOCH 14 - PROGRESS: at 4.33% examples, 726366 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:52,146 : INFO : EPOCH 14 - PROGRESS: at 4.69% examples, 726631 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:53,154 : INFO : EPOCH 14 - PROGRESS: at 5.05% examples, 726848 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:54,156 : INFO : EPOCH 14 - PROGRESS: at 5.40% examples, 727180 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:55,167 : INFO : EPOCH 14 - PROGRESS: at 5.77% examples, 727223 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:29:56,167 : INFO : EPOCH 14 - PROGRESS: at 6.13% examples, 727434 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:29:57,173 : INFO : EPOCH 14 - PROGRESS: at 6.49% examples, 727545 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:29:58,182 : INFO : EPOCH 14 - PROGRESS: at 6.84% examples, 727130 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:29:59,182 : INFO : EPOCH 14 - PROGRESS: at 7.19% examples, 727883 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:00,198 : INFO : EPOCH 14 - PROGRESS: at 7.54% examples, 727209 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:01,203 : INFO : EPOCH 14 - PROGRESS: at 7.89% examples, 727964 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:02,210 : INFO : EPOCH 14 - PROGRESS: at 8.25% examples, 727813 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:03,217 : INFO : EPOCH 14 - PROGRESS: at 8.61% examples, 727768 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:04,223 : INFO : EPOCH 14 - PROGRESS: at 8.95% examples, 728206 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:05,223 : INFO : EPOCH 14 - PROGRESS: at 9.30% examples, 728285 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:30:06,226 : INFO : EPOCH 14 - PROGRESS: at 9.67% examples, 728437 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:07,234 : INFO : EPOCH 14 - PROGRESS: at 10.03% examples, 728535 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:08,246 : INFO : EPOCH 14 - PROGRESS: at 10.40% examples, 728511 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:09,246 : INFO : EPOCH 14 - PROGRESS: at 10.76% examples, 728752 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:10,257 : INFO : EPOCH 14 - PROGRESS: at 11.12% examples, 728766 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:30:11,258 : INFO : EPOCH 14 - PROGRESS: at 11.51% examples, 728632 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:12,258 : INFO : EPOCH 14 - PROGRESS: at 11.88% examples, 728510 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:13,262 : INFO : EPOCH 14 - PROGRESS: at 12.24% examples, 728685 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:14,268 : INFO : EPOCH 14 - PROGRESS: at 12.61% examples, 728471 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:15,280 : INFO : EPOCH 14 - PROGRESS: at 12.95% examples, 728621 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:16,287 : INFO : EPOCH 14 - PROGRESS: at 13.32% examples, 728438 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:17,294 : INFO : EPOCH 14 - PROGRESS: at 13.66% examples, 728642 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:18,301 : INFO : EPOCH 14 - PROGRESS: at 14.01% examples, 728682 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:19,311 : INFO : EPOCH 14 - PROGRESS: at 14.34% examples, 728002 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:20,313 : INFO : EPOCH 14 - PROGRESS: at 14.70% examples, 727323 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:21,318 : INFO : EPOCH 14 - PROGRESS: at 15.05% examples, 726354 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:22,328 : INFO : EPOCH 14 - PROGRESS: at 15.37% examples, 724557 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:23,342 : INFO : EPOCH 14 - PROGRESS: at 15.69% examples, 721677 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:24,343 : INFO : EPOCH 14 - PROGRESS: at 16.04% examples, 721609 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:25,349 : INFO : EPOCH 14 - PROGRESS: at 16.38% examples, 722091 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:26,354 : INFO : EPOCH 14 - PROGRESS: at 16.74% examples, 722141 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:27,368 : INFO : EPOCH 14 - PROGRESS: at 17.08% examples, 722431 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:30:28,379 : INFO : EPOCH 14 - PROGRESS: at 17.47% examples, 722587 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:29,399 : INFO : EPOCH 14 - PROGRESS: at 17.84% examples, 722578 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:30,400 : INFO : EPOCH 14 - PROGRESS: at 18.18% examples, 723063 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:31,401 : INFO : EPOCH 14 - PROGRESS: at 18.54% examples, 723267 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:32,408 : INFO : EPOCH 14 - PROGRESS: at 18.89% examples, 723318 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:33,418 : INFO : EPOCH 14 - PROGRESS: at 19.26% examples, 723506 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:34,428 : INFO : EPOCH 14 - PROGRESS: at 19.65% examples, 723643 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:35,432 : INFO : EPOCH 14 - PROGRESS: at 19.98% examples, 723786 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:36,439 : INFO : EPOCH 14 - PROGRESS: at 20.32% examples, 723881 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:37,455 : INFO : EPOCH 14 - PROGRESS: at 20.70% examples, 723890 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:38,460 : INFO : EPOCH 14 - PROGRESS: at 21.02% examples, 724270 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:39,469 : INFO : EPOCH 14 - PROGRESS: at 21.39% examples, 724301 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:40,472 : INFO : EPOCH 14 - PROGRESS: at 21.71% examples, 724460 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:41,474 : INFO : EPOCH 14 - PROGRESS: at 22.09% examples, 724435 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:30:42,495 : INFO : EPOCH 14 - PROGRESS: at 22.43% examples, 724397 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:43,496 : INFO : EPOCH 14 - PROGRESS: at 22.79% examples, 724647 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:44,499 : INFO : EPOCH 14 - PROGRESS: at 23.13% examples, 724725 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:45,510 : INFO : EPOCH 14 - PROGRESS: at 23.48% examples, 724755 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:46,520 : INFO : EPOCH 14 - PROGRESS: at 23.83% examples, 724926 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:47,520 : INFO : EPOCH 14 - PROGRESS: at 24.18% examples, 724925 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:48,521 : INFO : EPOCH 14 - PROGRESS: at 24.51% examples, 724905 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:49,535 : INFO : EPOCH 14 - PROGRESS: at 24.85% examples, 725074 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:50,541 : INFO : EPOCH 14 - PROGRESS: at 25.20% examples, 725200 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:51,563 : INFO : EPOCH 14 - PROGRESS: at 25.54% examples, 725199 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:52,569 : INFO : EPOCH 14 - PROGRESS: at 25.89% examples, 725354 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:53,578 : INFO : EPOCH 14 - PROGRESS: at 26.25% examples, 725413 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:54,581 : INFO : EPOCH 14 - PROGRESS: at 26.60% examples, 725457 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:55,585 : INFO : EPOCH 14 - PROGRESS: at 26.96% examples, 725428 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:30:56,591 : INFO : EPOCH 14 - PROGRESS: at 27.33% examples, 725426 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:57,602 : INFO : EPOCH 14 - PROGRESS: at 27.68% examples, 725533 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:30:58,605 : INFO : EPOCH 14 - PROGRESS: at 28.03% examples, 725634 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:30:59,612 : INFO : EPOCH 14 - PROGRESS: at 28.39% examples, 726002 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:00,618 : INFO : EPOCH 14 - PROGRESS: at 28.75% examples, 725983 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:01,622 : INFO : EPOCH 14 - PROGRESS: at 29.10% examples, 726147 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:02,623 : INFO : EPOCH 14 - PROGRESS: at 29.45% examples, 726013 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:03,632 : INFO : EPOCH 14 - PROGRESS: at 29.81% examples, 726020 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:04,634 : INFO : EPOCH 14 - PROGRESS: at 30.17% examples, 726122 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:05,638 : INFO : EPOCH 14 - PROGRESS: at 30.53% examples, 726239 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:06,655 : INFO : EPOCH 14 - PROGRESS: at 30.87% examples, 726245 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:07,663 : INFO : EPOCH 14 - PROGRESS: at 31.26% examples, 726268 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:08,663 : INFO : EPOCH 14 - PROGRESS: at 31.60% examples, 726418 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:09,671 : INFO : EPOCH 14 - PROGRESS: at 31.95% examples, 726477 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:10,680 : INFO : EPOCH 14 - PROGRESS: at 32.31% examples, 726465 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:11,686 : INFO : EPOCH 14 - PROGRESS: at 32.66% examples, 726557 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:12,688 : INFO : EPOCH 14 - PROGRESS: at 33.02% examples, 726610 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:13,689 : INFO : EPOCH 14 - PROGRESS: at 33.34% examples, 726670 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:14,690 : INFO : EPOCH 14 - PROGRESS: at 33.71% examples, 726726 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:15,696 : INFO : EPOCH 14 - PROGRESS: at 34.05% examples, 726736 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:16,707 : INFO : EPOCH 14 - PROGRESS: at 34.42% examples, 726753 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:17,708 : INFO : EPOCH 14 - PROGRESS: at 34.76% examples, 727010 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:31:18,721 : INFO : EPOCH 14 - PROGRESS: at 35.10% examples, 727025 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:19,728 : INFO : EPOCH 14 - PROGRESS: at 35.47% examples, 727052 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:20,734 : INFO : EPOCH 14 - PROGRESS: at 35.85% examples, 726945 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:21,737 : INFO : EPOCH 14 - PROGRESS: at 36.19% examples, 727077 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:22,743 : INFO : EPOCH 14 - PROGRESS: at 36.51% examples, 727131 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:23,747 : INFO : EPOCH 14 - PROGRESS: at 36.87% examples, 727126 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:24,751 : INFO : EPOCH 14 - PROGRESS: at 37.22% examples, 727072 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:25,760 : INFO : EPOCH 14 - PROGRESS: at 37.58% examples, 727056 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:26,767 : INFO : EPOCH 14 - PROGRESS: at 37.92% examples, 727111 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:27,776 : INFO : EPOCH 14 - PROGRESS: at 38.29% examples, 727121 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:28,792 : INFO : EPOCH 14 - PROGRESS: at 38.65% examples, 727093 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:29,806 : INFO : EPOCH 14 - PROGRESS: at 39.00% examples, 727191 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:30,813 : INFO : EPOCH 14 - PROGRESS: at 39.36% examples, 727186 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:31:31,818 : INFO : EPOCH 14 - PROGRESS: at 39.71% examples, 727312 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:32,819 : INFO : EPOCH 14 - PROGRESS: at 40.05% examples, 727382 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:31:33,824 : INFO : EPOCH 14 - PROGRESS: at 40.42% examples, 727355 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:34,826 : INFO : EPOCH 14 - PROGRESS: at 40.76% examples, 727424 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:35,831 : INFO : EPOCH 14 - PROGRESS: at 41.12% examples, 727429 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:36,839 : INFO : EPOCH 14 - PROGRESS: at 41.48% examples, 727396 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:31:37,841 : INFO : EPOCH 14 - PROGRESS: at 41.82% examples, 727458 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:38,844 : INFO : EPOCH 14 - PROGRESS: at 42.17% examples, 727535 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:39,850 : INFO : EPOCH 14 - PROGRESS: at 42.53% examples, 727582 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:40,853 : INFO : EPOCH 14 - PROGRESS: at 42.88% examples, 727555 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:41,874 : INFO : EPOCH 14 - PROGRESS: at 43.23% examples, 727568 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:42,876 : INFO : EPOCH 14 - PROGRESS: at 43.58% examples, 727549 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:43,879 : INFO : EPOCH 14 - PROGRESS: at 43.96% examples, 727573 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:44,890 : INFO : EPOCH 14 - PROGRESS: at 44.32% examples, 727560 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:31:45,890 : INFO : EPOCH 14 - PROGRESS: at 44.69% examples, 727596 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:46,906 : INFO : EPOCH 14 - PROGRESS: at 45.05% examples, 727573 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:47,909 : INFO : EPOCH 14 - PROGRESS: at 45.42% examples, 727545 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:48,912 : INFO : EPOCH 14 - PROGRESS: at 45.76% examples, 727498 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:31:51,923 : INFO : EPOCH 14 - PROGRESS: at 46.83% examples, 727491 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:52,927 : INFO : EPOCH 14 - PROGRESS: at 47.18% examples, 727503 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:31:54,937 : INFO : EPOCH 14 - PROGRESS: at 47.91% examples, 727555 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:55,942 : INFO : EPOCH 14 - PROGRESS: at 48.25% examples, 727636 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:56,946 : INFO : EPOCH 14 - PROGRESS: at 48.60% examples, 727692 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:31:58,956 : INFO : EPOCH 14 - PROGRESS: at 49.31% examples, 727707 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:31:59,958 : INFO : EPOCH 14 - PROGRESS: at 49.68% examples, 727743 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:00,968 : INFO : EPOCH 14 - PROGRESS: at 50.05% examples, 727732 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:01,975 : INFO : EPOCH 14 - PROGRESS: at 50.42% examples, 727770 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:32:03,982 : INFO : EPOCH 14 - PROGRESS: at 51.17% examples, 727740 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:32:05,993 : INFO : EPOCH 14 - PROGRESS: at 51.89% examples, 727728 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:32:06,994 : INFO : EPOCH 14 - PROGRESS: at 52.23% examples, 727783 words/s, in_qsize 8, out_qsize 0
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2020-07-24 07:32:09,009 : INFO : EPOCH 14 - PROGRESS: at 52.97% examples, 727800 words/s, in_qsize 6, out_qsize 1
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2020-07-24 07:32:11,023 : INFO : EPOCH 14 - PROGRESS: at 53.67% examples, 727797 words/s, in_qsize 6, out_qsize 1
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2020-07-24 07:32:15,039 : INFO : EPOCH 14 - PROGRESS: at 55.10% examples, 727889 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:16,053 : INFO : EPOCH 14 - PROGRESS: at 55.48% examples, 727815 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:17,061 : INFO : EPOCH 14 - PROGRESS: at 55.82% examples, 727880 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:18,062 : INFO : EPOCH 14 - PROGRESS: at 56.18% examples, 727935 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:19,067 : INFO : EPOCH 14 - PROGRESS: at 56.56% examples, 727944 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:20,085 : INFO : EPOCH 14 - PROGRESS: at 56.92% examples, 727905 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:32:22,107 : INFO : EPOCH 14 - PROGRESS: at 57.66% examples, 727847 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:32:23,113 : INFO : EPOCH 14 - PROGRESS: at 58.02% examples, 727935 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:24,120 : INFO : EPOCH 14 - PROGRESS: at 58.36% examples, 727881 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:25,125 : INFO : EPOCH 14 - PROGRESS: at 58.72% examples, 727909 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:32:27,135 : INFO : EPOCH 14 - PROGRESS: at 59.43% examples, 727952 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:28,136 : INFO : EPOCH 14 - PROGRESS: at 59.76% examples, 727989 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:29,137 : INFO : EPOCH 14 - PROGRESS: at 60.11% examples, 727987 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:30,140 : INFO : EPOCH 14 - PROGRESS: at 60.46% examples, 727952 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:32:32,159 : INFO : EPOCH 14 - PROGRESS: at 61.18% examples, 727962 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:33,162 : INFO : EPOCH 14 - PROGRESS: at 61.54% examples, 727973 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:32:35,168 : INFO : EPOCH 14 - PROGRESS: at 62.23% examples, 728015 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:36,178 : INFO : EPOCH 14 - PROGRESS: at 62.60% examples, 727970 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:32:38,187 : INFO : EPOCH 14 - PROGRESS: at 63.34% examples, 728064 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:39,207 : INFO : EPOCH 14 - PROGRESS: at 63.70% examples, 727998 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:40,215 : INFO : EPOCH 14 - PROGRESS: at 64.06% examples, 728095 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:41,237 : INFO : EPOCH 14 - PROGRESS: at 64.39% examples, 728102 words/s, in_qsize 8, out_qsize 0
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2020-07-24 07:32:46,282 : INFO : EPOCH 14 - PROGRESS: at 66.16% examples, 728174 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:32:47,290 : INFO : EPOCH 14 - PROGRESS: at 66.51% examples, 728208 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:32:49,294 : INFO : EPOCH 14 - PROGRESS: at 67.21% examples, 728236 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:50,304 : INFO : EPOCH 14 - PROGRESS: at 67.57% examples, 728248 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:32:52,315 : INFO : EPOCH 14 - PROGRESS: at 68.28% examples, 728314 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:32:54,332 : INFO : EPOCH 14 - PROGRESS: at 69.01% examples, 728360 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:32:55,352 : INFO : EPOCH 14 - PROGRESS: at 69.37% examples, 728361 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:32:57,355 : INFO : EPOCH 14 - PROGRESS: at 70.10% examples, 728386 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:33:00,364 : INFO : EPOCH 14 - PROGRESS: at 71.09% examples, 728104 words/s, in_qsize 7, out_qsize 0
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2020-07-24 07:34:07,856 : INFO : EPOCH 14 - PROGRESS: at 94.86% examples, 727633 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:08,880 : INFO : EPOCH 14 - PROGRESS: at 95.23% examples, 727609 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:34:09,883 : INFO : EPOCH 14 - PROGRESS: at 95.59% examples, 727635 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:10,889 : INFO : EPOCH 14 - PROGRESS: at 95.95% examples, 727674 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:11,890 : INFO : EPOCH 14 - PROGRESS: at 96.31% examples, 727631 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:12,890 : INFO : EPOCH 14 - PROGRESS: at 96.65% examples, 727631 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:13,902 : INFO : EPOCH 14 - PROGRESS: at 97.03% examples, 727645 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:14,910 : INFO : EPOCH 14 - PROGRESS: at 97.39% examples, 727661 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:15,919 : INFO : EPOCH 14 - PROGRESS: at 97.75% examples, 727670 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:16,921 : INFO : EPOCH 14 - PROGRESS: at 98.13% examples, 727644 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:17,928 : INFO : EPOCH 14 - PROGRESS: at 98.47% examples, 727623 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:18,929 : INFO : EPOCH 14 - PROGRESS: at 98.83% examples, 727618 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:19,948 : INFO : EPOCH 14 - PROGRESS: at 99.18% examples, 727584 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:20,953 : INFO : EPOCH 14 - PROGRESS: at 99.53% examples, 727621 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:21,959 : INFO : EPOCH 14 - PROGRESS: at 99.87% examples, 727555 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:22,356 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 07:34:22,357 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 07:34:22,371 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 07:34:22,379 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 07:34:22,379 : INFO : EPOCH - 14 : training on 265101461 raw words (206119831 effective words) took 283.3s, 727480 effective words/s
2020-07-24 07:34:23,386 : INFO : EPOCH 15 - PROGRESS: at 0.32% examples, 639012 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:24,388 : INFO : EPOCH 15 - PROGRESS: at 0.64% examples, 645963 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:34:25,393 : INFO : EPOCH 15 - PROGRESS: at 0.98% examples, 653988 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:26,401 : INFO : EPOCH 15 - PROGRESS: at 1.31% examples, 653198 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:27,407 : INFO : EPOCH 15 - PROGRESS: at 1.64% examples, 653801 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:28,414 : INFO : EPOCH 15 - PROGRESS: at 1.96% examples, 655861 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:29,418 : INFO : EPOCH 15 - PROGRESS: at 2.29% examples, 657664 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:30,435 : INFO : EPOCH 15 - PROGRESS: at 2.61% examples, 658982 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:34:31,441 : INFO : EPOCH 15 - PROGRESS: at 2.94% examples, 659167 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:32,448 : INFO : EPOCH 15 - PROGRESS: at 3.26% examples, 659112 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:33,464 : INFO : EPOCH 15 - PROGRESS: at 3.60% examples, 658493 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:34:34,476 : INFO : EPOCH 15 - PROGRESS: at 3.91% examples, 658721 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:35,485 : INFO : EPOCH 15 - PROGRESS: at 4.24% examples, 658625 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:34:36,497 : INFO : EPOCH 15 - PROGRESS: at 4.60% examples, 658049 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:37,504 : INFO : EPOCH 15 - PROGRESS: at 4.90% examples, 658808 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:38,505 : INFO : EPOCH 15 - PROGRESS: at 5.24% examples, 659333 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:39,508 : INFO : EPOCH 15 - PROGRESS: at 5.55% examples, 659094 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:40,521 : INFO : EPOCH 15 - PROGRESS: at 5.89% examples, 659335 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:41,527 : INFO : EPOCH 15 - PROGRESS: at 6.21% examples, 660130 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:42,540 : INFO : EPOCH 15 - PROGRESS: at 6.55% examples, 659864 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:43,550 : INFO : EPOCH 15 - PROGRESS: at 6.87% examples, 659989 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:44,552 : INFO : EPOCH 15 - PROGRESS: at 7.17% examples, 660221 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:45,554 : INFO : EPOCH 15 - PROGRESS: at 7.49% examples, 660028 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:46,559 : INFO : EPOCH 15 - PROGRESS: at 7.82% examples, 660192 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:34:47,560 : INFO : EPOCH 15 - PROGRESS: at 8.13% examples, 660051 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:34:48,566 : INFO : EPOCH 15 - PROGRESS: at 8.45% examples, 659987 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:49,576 : INFO : EPOCH 15 - PROGRESS: at 8.78% examples, 659841 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:50,584 : INFO : EPOCH 15 - PROGRESS: at 9.08% examples, 660304 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:51,590 : INFO : EPOCH 15 - PROGRESS: at 9.42% examples, 660288 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:52,599 : INFO : EPOCH 15 - PROGRESS: at 9.74% examples, 660218 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:53,604 : INFO : EPOCH 15 - PROGRESS: at 10.06% examples, 660145 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:54,609 : INFO : EPOCH 15 - PROGRESS: at 10.40% examples, 660195 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:55,616 : INFO : EPOCH 15 - PROGRESS: at 10.74% examples, 660609 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:56,628 : INFO : EPOCH 15 - PROGRESS: at 11.06% examples, 660508 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:57,655 : INFO : EPOCH 15 - PROGRESS: at 11.43% examples, 660477 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:58,664 : INFO : EPOCH 15 - PROGRESS: at 11.77% examples, 660504 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:34:59,689 : INFO : EPOCH 15 - PROGRESS: at 12.09% examples, 660532 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:00,709 : INFO : EPOCH 15 - PROGRESS: at 12.43% examples, 660428 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:01,716 : INFO : EPOCH 15 - PROGRESS: at 12.75% examples, 660859 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:02,722 : INFO : EPOCH 15 - PROGRESS: at 13.08% examples, 660886 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:03,723 : INFO : EPOCH 15 - PROGRESS: at 13.41% examples, 661000 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:04,746 : INFO : EPOCH 15 - PROGRESS: at 13.72% examples, 661084 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:05,762 : INFO : EPOCH 15 - PROGRESS: at 14.04% examples, 661214 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:06,764 : INFO : EPOCH 15 - PROGRESS: at 14.37% examples, 661584 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:07,771 : INFO : EPOCH 15 - PROGRESS: at 14.71% examples, 661530 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:08,778 : INFO : EPOCH 15 - PROGRESS: at 15.04% examples, 661460 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:09,779 : INFO : EPOCH 15 - PROGRESS: at 15.36% examples, 661313 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:10,779 : INFO : EPOCH 15 - PROGRESS: at 15.72% examples, 661304 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:11,781 : INFO : EPOCH 15 - PROGRESS: at 16.03% examples, 661265 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:12,793 : INFO : EPOCH 15 - PROGRESS: at 16.33% examples, 661395 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:13,796 : INFO : EPOCH 15 - PROGRESS: at 16.66% examples, 661371 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:14,809 : INFO : EPOCH 15 - PROGRESS: at 16.96% examples, 661376 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:15,817 : INFO : EPOCH 15 - PROGRESS: at 17.30% examples, 661397 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:16,823 : INFO : EPOCH 15 - PROGRESS: at 17.64% examples, 661314 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:35:17,825 : INFO : EPOCH 15 - PROGRESS: at 17.96% examples, 661464 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:35:18,827 : INFO : EPOCH 15 - PROGRESS: at 18.27% examples, 661406 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:35:19,839 : INFO : EPOCH 15 - PROGRESS: at 18.61% examples, 661369 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:20,844 : INFO : EPOCH 15 - PROGRESS: at 18.92% examples, 661569 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:21,845 : INFO : EPOCH 15 - PROGRESS: at 19.26% examples, 661543 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:22,862 : INFO : EPOCH 15 - PROGRESS: at 19.60% examples, 661370 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:23,886 : INFO : EPOCH 15 - PROGRESS: at 19.93% examples, 661620 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:24,891 : INFO : EPOCH 15 - PROGRESS: at 20.24% examples, 661568 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:25,897 : INFO : EPOCH 15 - PROGRESS: at 20.56% examples, 661496 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:26,899 : INFO : EPOCH 15 - PROGRESS: at 20.86% examples, 661638 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:27,910 : INFO : EPOCH 15 - PROGRESS: at 21.17% examples, 661791 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:28,913 : INFO : EPOCH 15 - PROGRESS: at 21.50% examples, 661683 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:29,915 : INFO : EPOCH 15 - PROGRESS: at 21.80% examples, 661736 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:35:30,918 : INFO : EPOCH 15 - PROGRESS: at 22.14% examples, 661673 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:31,939 : INFO : EPOCH 15 - PROGRESS: at 22.45% examples, 661636 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:32,944 : INFO : EPOCH 15 - PROGRESS: at 22.78% examples, 661641 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:33,951 : INFO : EPOCH 15 - PROGRESS: at 23.10% examples, 661783 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:34,955 : INFO : EPOCH 15 - PROGRESS: at 23.41% examples, 662028 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:35,973 : INFO : EPOCH 15 - PROGRESS: at 23.74% examples, 661853 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:36,987 : INFO : EPOCH 15 - PROGRESS: at 24.05% examples, 661793 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:37,992 : INFO : EPOCH 15 - PROGRESS: at 24.37% examples, 661806 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:38,994 : INFO : EPOCH 15 - PROGRESS: at 24.67% examples, 661671 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:39,994 : INFO : EPOCH 15 - PROGRESS: at 24.94% examples, 661364 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:41,010 : INFO : EPOCH 15 - PROGRESS: at 25.25% examples, 660912 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:42,024 : INFO : EPOCH 15 - PROGRESS: at 25.53% examples, 660086 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:43,036 : INFO : EPOCH 15 - PROGRESS: at 25.82% examples, 659356 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:44,040 : INFO : EPOCH 15 - PROGRESS: at 26.17% examples, 660244 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:35:45,052 : INFO : EPOCH 15 - PROGRESS: at 26.53% examples, 661120 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:46,058 : INFO : EPOCH 15 - PROGRESS: at 26.90% examples, 661929 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:47,059 : INFO : EPOCH 15 - PROGRESS: at 27.24% examples, 662650 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:48,061 : INFO : EPOCH 15 - PROGRESS: at 27.60% examples, 663582 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:49,074 : INFO : EPOCH 15 - PROGRESS: at 27.95% examples, 664295 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:50,077 : INFO : EPOCH 15 - PROGRESS: at 28.31% examples, 665168 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:51,081 : INFO : EPOCH 15 - PROGRESS: at 28.67% examples, 665911 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:52,081 : INFO : EPOCH 15 - PROGRESS: at 29.01% examples, 666583 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:53,085 : INFO : EPOCH 15 - PROGRESS: at 29.38% examples, 667225 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:54,100 : INFO : EPOCH 15 - PROGRESS: at 29.73% examples, 667962 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:35:55,105 : INFO : EPOCH 15 - PROGRESS: at 30.09% examples, 668694 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:56,126 : INFO : EPOCH 15 - PROGRESS: at 30.44% examples, 669279 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:57,137 : INFO : EPOCH 15 - PROGRESS: at 30.81% examples, 669979 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:58,145 : INFO : EPOCH 15 - PROGRESS: at 31.18% examples, 670612 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:35:59,147 : INFO : EPOCH 15 - PROGRESS: at 31.53% examples, 671253 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:00,152 : INFO : EPOCH 15 - PROGRESS: at 31.87% examples, 671842 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:01,177 : INFO : EPOCH 15 - PROGRESS: at 32.24% examples, 672333 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:02,189 : INFO : EPOCH 15 - PROGRESS: at 32.59% examples, 672913 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:03,197 : INFO : EPOCH 15 - PROGRESS: at 32.96% examples, 673615 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:04,211 : INFO : EPOCH 15 - PROGRESS: at 33.29% examples, 674137 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:05,212 : INFO : EPOCH 15 - PROGRESS: at 33.65% examples, 674752 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:36:06,222 : INFO : EPOCH 15 - PROGRESS: at 34.00% examples, 675245 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:07,233 : INFO : EPOCH 15 - PROGRESS: at 34.34% examples, 675773 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:08,243 : INFO : EPOCH 15 - PROGRESS: at 34.70% examples, 676374 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:09,259 : INFO : EPOCH 15 - PROGRESS: at 35.04% examples, 676907 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:10,262 : INFO : EPOCH 15 - PROGRESS: at 35.41% examples, 677369 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:11,265 : INFO : EPOCH 15 - PROGRESS: at 35.80% examples, 677897 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:36:12,275 : INFO : EPOCH 15 - PROGRESS: at 36.13% examples, 678338 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:13,282 : INFO : EPOCH 15 - PROGRESS: at 36.45% examples, 678899 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:14,300 : INFO : EPOCH 15 - PROGRESS: at 36.82% examples, 679393 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:15,311 : INFO : EPOCH 15 - PROGRESS: at 37.17% examples, 679802 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:16,316 : INFO : EPOCH 15 - PROGRESS: at 37.53% examples, 680321 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:17,325 : INFO : EPOCH 15 - PROGRESS: at 37.88% examples, 680823 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:18,333 : INFO : EPOCH 15 - PROGRESS: at 38.25% examples, 681114 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:36:19,337 : INFO : EPOCH 15 - PROGRESS: at 38.62% examples, 681527 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:20,368 : INFO : EPOCH 15 - PROGRESS: at 38.97% examples, 681965 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:21,369 : INFO : EPOCH 15 - PROGRESS: at 39.33% examples, 682456 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:22,370 : INFO : EPOCH 15 - PROGRESS: at 39.67% examples, 682827 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:23,373 : INFO : EPOCH 15 - PROGRESS: at 40.03% examples, 683303 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:24,374 : INFO : EPOCH 15 - PROGRESS: at 40.38% examples, 683737 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:25,383 : INFO : EPOCH 15 - PROGRESS: at 40.73% examples, 683988 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:26,384 : INFO : EPOCH 15 - PROGRESS: at 41.08% examples, 684467 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:36:27,390 : INFO : EPOCH 15 - PROGRESS: at 41.44% examples, 684759 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:28,398 : INFO : EPOCH 15 - PROGRESS: at 41.78% examples, 685154 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:29,403 : INFO : EPOCH 15 - PROGRESS: at 42.12% examples, 685417 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:30,403 : INFO : EPOCH 15 - PROGRESS: at 42.47% examples, 685832 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:31,404 : INFO : EPOCH 15 - PROGRESS: at 42.83% examples, 686075 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:32,408 : INFO : EPOCH 15 - PROGRESS: at 43.17% examples, 686377 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:33,424 : INFO : EPOCH 15 - PROGRESS: at 43.53% examples, 686688 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:36:34,435 : INFO : EPOCH 15 - PROGRESS: at 43.92% examples, 687022 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:35,444 : INFO : EPOCH 15 - PROGRESS: at 44.28% examples, 687295 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:36,445 : INFO : EPOCH 15 - PROGRESS: at 44.63% examples, 687633 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:37,455 : INFO : EPOCH 15 - PROGRESS: at 44.98% examples, 687894 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:38,456 : INFO : EPOCH 15 - PROGRESS: at 45.36% examples, 688131 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:39,461 : INFO : EPOCH 15 - PROGRESS: at 45.71% examples, 688488 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:40,464 : INFO : EPOCH 15 - PROGRESS: at 46.09% examples, 688773 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:41,466 : INFO : EPOCH 15 - PROGRESS: at 46.42% examples, 689110 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:42,474 : INFO : EPOCH 15 - PROGRESS: at 46.77% examples, 689323 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:43,480 : INFO : EPOCH 15 - PROGRESS: at 47.13% examples, 689566 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:36:44,493 : INFO : EPOCH 15 - PROGRESS: at 47.49% examples, 689811 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:45,493 : INFO : EPOCH 15 - PROGRESS: at 47.86% examples, 690133 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:46,515 : INFO : EPOCH 15 - PROGRESS: at 48.20% examples, 690425 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:47,518 : INFO : EPOCH 15 - PROGRESS: at 48.56% examples, 690737 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:48,522 : INFO : EPOCH 15 - PROGRESS: at 48.88% examples, 691026 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:49,525 : INFO : EPOCH 15 - PROGRESS: at 49.26% examples, 691278 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:50,543 : INFO : EPOCH 15 - PROGRESS: at 49.64% examples, 691541 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:51,547 : INFO : EPOCH 15 - PROGRESS: at 50.00% examples, 691800 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:52,560 : INFO : EPOCH 15 - PROGRESS: at 50.38% examples, 692012 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:53,570 : INFO : EPOCH 15 - PROGRESS: at 50.75% examples, 692211 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:54,579 : INFO : EPOCH 15 - PROGRESS: at 51.12% examples, 692476 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:55,583 : INFO : EPOCH 15 - PROGRESS: at 51.47% examples, 692683 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:56,589 : INFO : EPOCH 15 - PROGRESS: at 51.84% examples, 692906 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:57,604 : INFO : EPOCH 15 - PROGRESS: at 52.19% examples, 693147 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:58,605 : INFO : EPOCH 15 - PROGRESS: at 52.55% examples, 693398 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:36:59,611 : INFO : EPOCH 15 - PROGRESS: at 52.93% examples, 693572 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:00,618 : INFO : EPOCH 15 - PROGRESS: at 53.29% examples, 693799 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:01,634 : INFO : EPOCH 15 - PROGRESS: at 53.62% examples, 693969 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:02,636 : INFO : EPOCH 15 - PROGRESS: at 53.97% examples, 694229 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:03,636 : INFO : EPOCH 15 - PROGRESS: at 54.32% examples, 694501 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:04,639 : INFO : EPOCH 15 - PROGRESS: at 54.68% examples, 694644 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:05,643 : INFO : EPOCH 15 - PROGRESS: at 55.06% examples, 694942 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:06,655 : INFO : EPOCH 15 - PROGRESS: at 55.43% examples, 695055 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:07,661 : INFO : EPOCH 15 - PROGRESS: at 55.77% examples, 695262 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:37:08,667 : INFO : EPOCH 15 - PROGRESS: at 56.14% examples, 695486 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:09,677 : INFO : EPOCH 15 - PROGRESS: at 56.50% examples, 695666 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:10,678 : INFO : EPOCH 15 - PROGRESS: at 56.87% examples, 695848 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:11,683 : INFO : EPOCH 15 - PROGRESS: at 57.22% examples, 696066 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:12,685 : INFO : EPOCH 15 - PROGRESS: at 57.61% examples, 696249 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:13,692 : INFO : EPOCH 15 - PROGRESS: at 57.96% examples, 696451 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:14,696 : INFO : EPOCH 15 - PROGRESS: at 58.31% examples, 696702 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:15,709 : INFO : EPOCH 15 - PROGRESS: at 58.66% examples, 696875 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:16,719 : INFO : EPOCH 15 - PROGRESS: at 59.03% examples, 697080 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:17,719 : INFO : EPOCH 15 - PROGRESS: at 59.39% examples, 697295 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:18,735 : INFO : EPOCH 15 - PROGRESS: at 59.72% examples, 697509 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:19,746 : INFO : EPOCH 15 - PROGRESS: at 60.07% examples, 697731 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:20,757 : INFO : EPOCH 15 - PROGRESS: at 60.43% examples, 697850 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:37:21,761 : INFO : EPOCH 15 - PROGRESS: at 60.81% examples, 698072 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:22,781 : INFO : EPOCH 15 - PROGRESS: at 61.15% examples, 698192 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:23,782 : INFO : EPOCH 15 - PROGRESS: at 61.50% examples, 698398 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:24,789 : INFO : EPOCH 15 - PROGRESS: at 61.86% examples, 698559 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:25,797 : INFO : EPOCH 15 - PROGRESS: at 62.21% examples, 698791 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:26,800 : INFO : EPOCH 15 - PROGRESS: at 62.58% examples, 698936 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:27,801 : INFO : EPOCH 15 - PROGRESS: at 62.95% examples, 699158 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:28,808 : INFO : EPOCH 15 - PROGRESS: at 63.31% examples, 699333 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:29,820 : INFO : EPOCH 15 - PROGRESS: at 63.68% examples, 699433 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:30,834 : INFO : EPOCH 15 - PROGRESS: at 64.03% examples, 699633 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:31,836 : INFO : EPOCH 15 - PROGRESS: at 64.37% examples, 699819 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:32,857 : INFO : EPOCH 15 - PROGRESS: at 64.72% examples, 699951 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:33,870 : INFO : EPOCH 15 - PROGRESS: at 65.06% examples, 700161 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:37:34,880 : INFO : EPOCH 15 - PROGRESS: at 65.40% examples, 700323 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:35,882 : INFO : EPOCH 15 - PROGRESS: at 65.76% examples, 700550 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:36,886 : INFO : EPOCH 15 - PROGRESS: at 66.13% examples, 700663 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:37,897 : INFO : EPOCH 15 - PROGRESS: at 66.49% examples, 700855 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:38,897 : INFO : EPOCH 15 - PROGRESS: at 66.84% examples, 701020 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:39,901 : INFO : EPOCH 15 - PROGRESS: at 67.19% examples, 701156 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:40,913 : INFO : EPOCH 15 - PROGRESS: at 67.54% examples, 701323 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:37:41,922 : INFO : EPOCH 15 - PROGRESS: at 67.90% examples, 701549 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:42,929 : INFO : EPOCH 15 - PROGRESS: at 68.25% examples, 701704 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:43,932 : INFO : EPOCH 15 - PROGRESS: at 68.62% examples, 701847 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:37:44,943 : INFO : EPOCH 15 - PROGRESS: at 69.00% examples, 702036 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:45,944 : INFO : EPOCH 15 - PROGRESS: at 69.35% examples, 702223 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:46,966 : INFO : EPOCH 15 - PROGRESS: at 69.73% examples, 702352 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:47,986 : INFO : EPOCH 15 - PROGRESS: at 70.09% examples, 702470 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:48,989 : INFO : EPOCH 15 - PROGRESS: at 70.42% examples, 702652 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:49,994 : INFO : EPOCH 15 - PROGRESS: at 70.75% examples, 702792 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:51,004 : INFO : EPOCH 15 - PROGRESS: at 71.13% examples, 702943 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:52,008 : INFO : EPOCH 15 - PROGRESS: at 71.49% examples, 703111 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:53,018 : INFO : EPOCH 15 - PROGRESS: at 71.83% examples, 703201 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:54,019 : INFO : EPOCH 15 - PROGRESS: at 72.19% examples, 703358 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:55,020 : INFO : EPOCH 15 - PROGRESS: at 72.55% examples, 703510 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:56,021 : INFO : EPOCH 15 - PROGRESS: at 72.90% examples, 703651 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:57,023 : INFO : EPOCH 15 - PROGRESS: at 73.25% examples, 703757 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:58,028 : INFO : EPOCH 15 - PROGRESS: at 73.61% examples, 703875 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:37:59,049 : INFO : EPOCH 15 - PROGRESS: at 73.96% examples, 703990 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:00,055 : INFO : EPOCH 15 - PROGRESS: at 74.29% examples, 704126 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:38:01,056 : INFO : EPOCH 15 - PROGRESS: at 74.64% examples, 704244 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:02,060 : INFO : EPOCH 15 - PROGRESS: at 75.00% examples, 704364 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:03,066 : INFO : EPOCH 15 - PROGRESS: at 75.37% examples, 704474 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:04,074 : INFO : EPOCH 15 - PROGRESS: at 75.73% examples, 704555 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:05,077 : INFO : EPOCH 15 - PROGRESS: at 76.07% examples, 704707 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:06,087 : INFO : EPOCH 15 - PROGRESS: at 76.42% examples, 704808 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:07,090 : INFO : EPOCH 15 - PROGRESS: at 76.76% examples, 704944 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:08,104 : INFO : EPOCH 15 - PROGRESS: at 77.08% examples, 705095 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:09,109 : INFO : EPOCH 15 - PROGRESS: at 77.44% examples, 705229 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:10,116 : INFO : EPOCH 15 - PROGRESS: at 77.79% examples, 705304 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:11,136 : INFO : EPOCH 15 - PROGRESS: at 78.17% examples, 705389 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:12,153 : INFO : EPOCH 15 - PROGRESS: at 78.52% examples, 705512 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:38:13,153 : INFO : EPOCH 15 - PROGRESS: at 78.88% examples, 705616 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:14,155 : INFO : EPOCH 15 - PROGRESS: at 79.24% examples, 705719 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:15,161 : INFO : EPOCH 15 - PROGRESS: at 79.58% examples, 705761 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:16,165 : INFO : EPOCH 15 - PROGRESS: at 79.94% examples, 705893 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:17,176 : INFO : EPOCH 15 - PROGRESS: at 80.29% examples, 706004 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:18,185 : INFO : EPOCH 15 - PROGRESS: at 80.65% examples, 706152 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:19,192 : INFO : EPOCH 15 - PROGRESS: at 81.00% examples, 706084 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:20,207 : INFO : EPOCH 15 - PROGRESS: at 81.33% examples, 706058 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:21,210 : INFO : EPOCH 15 - PROGRESS: at 81.67% examples, 706052 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:22,218 : INFO : EPOCH 15 - PROGRESS: at 81.99% examples, 705750 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:23,222 : INFO : EPOCH 15 - PROGRESS: at 82.31% examples, 705443 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:24,233 : INFO : EPOCH 15 - PROGRESS: at 82.65% examples, 705534 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:38:25,242 : INFO : EPOCH 15 - PROGRESS: at 83.03% examples, 705597 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:26,248 : INFO : EPOCH 15 - PROGRESS: at 83.38% examples, 705728 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:27,270 : INFO : EPOCH 15 - PROGRESS: at 83.74% examples, 705804 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:28,284 : INFO : EPOCH 15 - PROGRESS: at 84.11% examples, 705932 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:29,292 : INFO : EPOCH 15 - PROGRESS: at 84.46% examples, 706001 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:38:30,293 : INFO : EPOCH 15 - PROGRESS: at 84.83% examples, 706108 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:31,314 : INFO : EPOCH 15 - PROGRESS: at 85.19% examples, 706169 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:32,322 : INFO : EPOCH 15 - PROGRESS: at 85.58% examples, 706294 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:33,322 : INFO : EPOCH 15 - PROGRESS: at 85.94% examples, 706385 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:34,328 : INFO : EPOCH 15 - PROGRESS: at 86.30% examples, 706432 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:35,339 : INFO : EPOCH 15 - PROGRESS: at 86.68% examples, 706529 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:36,343 : INFO : EPOCH 15 - PROGRESS: at 87.01% examples, 706599 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:37,344 : INFO : EPOCH 15 - PROGRESS: at 87.36% examples, 706722 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:38,351 : INFO : EPOCH 15 - PROGRESS: at 87.72% examples, 706828 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:39,355 : INFO : EPOCH 15 - PROGRESS: at 88.09% examples, 706862 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:40,357 : INFO : EPOCH 15 - PROGRESS: at 88.48% examples, 706945 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:41,362 : INFO : EPOCH 15 - PROGRESS: at 88.85% examples, 707027 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:38:42,368 : INFO : EPOCH 15 - PROGRESS: at 89.21% examples, 707163 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:43,376 : INFO : EPOCH 15 - PROGRESS: at 89.56% examples, 707231 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:44,390 : INFO : EPOCH 15 - PROGRESS: at 89.92% examples, 707328 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:45,392 : INFO : EPOCH 15 - PROGRESS: at 90.28% examples, 707390 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:38:46,404 : INFO : EPOCH 15 - PROGRESS: at 90.63% examples, 707485 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:47,407 : INFO : EPOCH 15 - PROGRESS: at 90.97% examples, 707619 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:48,412 : INFO : EPOCH 15 - PROGRESS: at 91.30% examples, 707714 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:49,427 : INFO : EPOCH 15 - PROGRESS: at 91.66% examples, 707761 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:50,429 : INFO : EPOCH 15 - PROGRESS: at 92.02% examples, 707875 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:51,436 : INFO : EPOCH 15 - PROGRESS: at 92.38% examples, 707953 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:52,457 : INFO : EPOCH 15 - PROGRESS: at 92.75% examples, 708002 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:53,461 : INFO : EPOCH 15 - PROGRESS: at 93.12% examples, 708083 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:54,465 : INFO : EPOCH 15 - PROGRESS: at 93.47% examples, 708200 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:55,478 : INFO : EPOCH 15 - PROGRESS: at 93.81% examples, 708265 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:38:56,484 : INFO : EPOCH 15 - PROGRESS: at 94.16% examples, 708393 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:57,485 : INFO : EPOCH 15 - PROGRESS: at 94.54% examples, 708481 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:58,487 : INFO : EPOCH 15 - PROGRESS: at 94.88% examples, 708523 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:38:59,504 : INFO : EPOCH 15 - PROGRESS: at 95.25% examples, 708603 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:00,512 : INFO : EPOCH 15 - PROGRESS: at 95.61% examples, 708678 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:01,535 : INFO : EPOCH 15 - PROGRESS: at 95.96% examples, 708757 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:02,536 : INFO : EPOCH 15 - PROGRESS: at 96.34% examples, 708851 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:03,537 : INFO : EPOCH 15 - PROGRESS: at 96.69% examples, 708907 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:39:04,539 : INFO : EPOCH 15 - PROGRESS: at 97.06% examples, 708989 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:05,546 : INFO : EPOCH 15 - PROGRESS: at 97.41% examples, 709056 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:06,571 : INFO : EPOCH 15 - PROGRESS: at 97.77% examples, 709107 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:39:07,572 : INFO : EPOCH 15 - PROGRESS: at 98.15% examples, 709191 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:08,574 : INFO : EPOCH 15 - PROGRESS: at 98.50% examples, 709250 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:09,576 : INFO : EPOCH 15 - PROGRESS: at 98.86% examples, 709345 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:10,580 : INFO : EPOCH 15 - PROGRESS: at 99.22% examples, 709392 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:11,606 : INFO : EPOCH 15 - PROGRESS: at 99.56% examples, 709461 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:12,611 : INFO : EPOCH 15 - PROGRESS: at 99.92% examples, 709567 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:12,829 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 07:39:12,836 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 07:39:12,846 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 07:39:12,853 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 07:39:12,854 : INFO : EPOCH - 15 : training on 265101461 raw words (206118597 effective words) took 290.5s, 709606 effective words/s
2020-07-24 07:39:13,862 : INFO : EPOCH 16 - PROGRESS: at 0.35% examples, 702140 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:39:14,876 : INFO : EPOCH 16 - PROGRESS: at 0.71% examples, 712779 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:15,881 : INFO : EPOCH 16 - PROGRESS: at 1.08% examples, 716283 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:16,889 : INFO : EPOCH 16 - PROGRESS: at 1.44% examples, 716494 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:17,893 : INFO : EPOCH 16 - PROGRESS: at 1.81% examples, 718818 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:18,897 : INFO : EPOCH 16 - PROGRESS: at 2.17% examples, 721686 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:19,899 : INFO : EPOCH 16 - PROGRESS: at 2.51% examples, 722913 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:20,901 : INFO : EPOCH 16 - PROGRESS: at 2.87% examples, 723741 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:21,917 : INFO : EPOCH 16 - PROGRESS: at 3.22% examples, 723605 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:22,937 : INFO : EPOCH 16 - PROGRESS: at 3.60% examples, 723912 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:23,938 : INFO : EPOCH 16 - PROGRESS: at 3.95% examples, 724752 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:24,948 : INFO : EPOCH 16 - PROGRESS: at 4.32% examples, 724135 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:25,959 : INFO : EPOCH 16 - PROGRESS: at 4.68% examples, 724674 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:26,963 : INFO : EPOCH 16 - PROGRESS: at 5.04% examples, 725126 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:27,969 : INFO : EPOCH 16 - PROGRESS: at 5.39% examples, 725532 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:39:28,976 : INFO : EPOCH 16 - PROGRESS: at 5.77% examples, 727058 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:29,976 : INFO : EPOCH 16 - PROGRESS: at 6.13% examples, 727773 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:30,985 : INFO : EPOCH 16 - PROGRESS: at 6.49% examples, 727762 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:32,001 : INFO : EPOCH 16 - PROGRESS: at 6.85% examples, 727471 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:33,002 : INFO : EPOCH 16 - PROGRESS: at 7.18% examples, 727440 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:34,021 : INFO : EPOCH 16 - PROGRESS: at 7.54% examples, 727023 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:35,022 : INFO : EPOCH 16 - PROGRESS: at 7.89% examples, 727556 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:39:36,025 : INFO : EPOCH 16 - PROGRESS: at 8.25% examples, 727541 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:37,029 : INFO : EPOCH 16 - PROGRESS: at 8.60% examples, 727312 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:38,035 : INFO : EPOCH 16 - PROGRESS: at 8.94% examples, 728040 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:39,040 : INFO : EPOCH 16 - PROGRESS: at 9.30% examples, 727703 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:40,047 : INFO : EPOCH 16 - PROGRESS: at 9.66% examples, 727738 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:41,048 : INFO : EPOCH 16 - PROGRESS: at 10.02% examples, 728071 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:42,053 : INFO : EPOCH 16 - PROGRESS: at 10.40% examples, 728069 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:43,057 : INFO : EPOCH 16 - PROGRESS: at 10.75% examples, 727993 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:44,068 : INFO : EPOCH 16 - PROGRESS: at 11.10% examples, 727704 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:45,068 : INFO : EPOCH 16 - PROGRESS: at 11.50% examples, 727711 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:46,075 : INFO : EPOCH 16 - PROGRESS: at 11.87% examples, 727523 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:47,087 : INFO : EPOCH 16 - PROGRESS: at 12.23% examples, 727865 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:48,087 : INFO : EPOCH 16 - PROGRESS: at 12.60% examples, 727814 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:49,099 : INFO : EPOCH 16 - PROGRESS: at 12.94% examples, 728365 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:50,105 : INFO : EPOCH 16 - PROGRESS: at 13.31% examples, 727871 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:51,107 : INFO : EPOCH 16 - PROGRESS: at 13.65% examples, 728130 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:52,112 : INFO : EPOCH 16 - PROGRESS: at 14.00% examples, 728270 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:39:53,119 : INFO : EPOCH 16 - PROGRESS: at 14.34% examples, 728349 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:54,130 : INFO : EPOCH 16 - PROGRESS: at 14.73% examples, 728358 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:55,131 : INFO : EPOCH 16 - PROGRESS: at 15.09% examples, 728563 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:56,142 : INFO : EPOCH 16 - PROGRESS: at 15.45% examples, 728384 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:57,156 : INFO : EPOCH 16 - PROGRESS: at 15.84% examples, 728168 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:58,161 : INFO : EPOCH 16 - PROGRESS: at 16.17% examples, 728268 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:39:59,170 : INFO : EPOCH 16 - PROGRESS: at 16.54% examples, 728360 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:00,176 : INFO : EPOCH 16 - PROGRESS: at 16.87% examples, 728251 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:01,177 : INFO : EPOCH 16 - PROGRESS: at 17.22% examples, 728345 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:02,195 : INFO : EPOCH 16 - PROGRESS: at 17.61% examples, 728314 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:03,215 : INFO : EPOCH 16 - PROGRESS: at 17.97% examples, 728416 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:04,230 : INFO : EPOCH 16 - PROGRESS: at 18.32% examples, 728420 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:05,236 : INFO : EPOCH 16 - PROGRESS: at 18.67% examples, 728454 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:06,264 : INFO : EPOCH 16 - PROGRESS: at 19.04% examples, 728408 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:40:07,277 : INFO : EPOCH 16 - PROGRESS: at 19.41% examples, 728553 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:08,278 : INFO : EPOCH 16 - PROGRESS: at 19.78% examples, 728380 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:09,287 : INFO : EPOCH 16 - PROGRESS: at 20.13% examples, 728472 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:40:10,295 : INFO : EPOCH 16 - PROGRESS: at 20.47% examples, 728306 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:11,303 : INFO : EPOCH 16 - PROGRESS: at 20.79% examples, 727350 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:12,306 : INFO : EPOCH 16 - PROGRESS: at 21.10% examples, 726522 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:13,312 : INFO : EPOCH 16 - PROGRESS: at 21.43% examples, 725466 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:14,324 : INFO : EPOCH 16 - PROGRESS: at 21.72% examples, 724434 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:15,325 : INFO : EPOCH 16 - PROGRESS: at 22.07% examples, 723272 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:16,337 : INFO : EPOCH 16 - PROGRESS: at 22.37% examples, 722228 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:40:17,345 : INFO : EPOCH 16 - PROGRESS: at 22.69% examples, 721297 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:18,351 : INFO : EPOCH 16 - PROGRESS: at 23.00% examples, 720396 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:19,356 : INFO : EPOCH 16 - PROGRESS: at 23.32% examples, 719708 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:20,364 : INFO : EPOCH 16 - PROGRESS: at 23.65% examples, 718712 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:21,372 : INFO : EPOCH 16 - PROGRESS: at 23.96% examples, 718088 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:22,381 : INFO : EPOCH 16 - PROGRESS: at 24.29% examples, 717277 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:23,382 : INFO : EPOCH 16 - PROGRESS: at 24.59% examples, 716280 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:24,393 : INFO : EPOCH 16 - PROGRESS: at 24.88% examples, 715559 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:25,404 : INFO : EPOCH 16 - PROGRESS: at 25.20% examples, 714794 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:26,418 : INFO : EPOCH 16 - PROGRESS: at 25.50% examples, 714067 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:27,428 : INFO : EPOCH 16 - PROGRESS: at 25.83% examples, 713371 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:28,440 : INFO : EPOCH 16 - PROGRESS: at 26.15% examples, 712659 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:29,442 : INFO : EPOCH 16 - PROGRESS: at 26.48% examples, 712059 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:30,460 : INFO : EPOCH 16 - PROGRESS: at 26.81% examples, 711340 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:31,474 : INFO : EPOCH 16 - PROGRESS: at 27.12% examples, 710626 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:32,480 : INFO : EPOCH 16 - PROGRESS: at 27.44% examples, 710027 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:40:33,485 : INFO : EPOCH 16 - PROGRESS: at 27.78% examples, 709439 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:34,488 : INFO : EPOCH 16 - PROGRESS: at 28.09% examples, 708980 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:35,502 : INFO : EPOCH 16 - PROGRESS: at 28.41% examples, 708459 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:36,508 : INFO : EPOCH 16 - PROGRESS: at 28.74% examples, 707838 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:37,513 : INFO : EPOCH 16 - PROGRESS: at 29.05% examples, 707373 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:38,515 : INFO : EPOCH 16 - PROGRESS: at 29.39% examples, 706810 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:39,516 : INFO : EPOCH 16 - PROGRESS: at 29.70% examples, 706345 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:40,531 : INFO : EPOCH 16 - PROGRESS: at 30.04% examples, 705677 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:41,536 : INFO : EPOCH 16 - PROGRESS: at 30.35% examples, 705174 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:42,544 : INFO : EPOCH 16 - PROGRESS: at 30.67% examples, 704702 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:43,549 : INFO : EPOCH 16 - PROGRESS: at 31.00% examples, 704192 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:44,572 : INFO : EPOCH 16 - PROGRESS: at 31.33% examples, 703595 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:45,573 : INFO : EPOCH 16 - PROGRESS: at 31.64% examples, 703306 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:40:46,590 : INFO : EPOCH 16 - PROGRESS: at 31.97% examples, 702781 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:47,593 : INFO : EPOCH 16 - PROGRESS: at 32.28% examples, 702360 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:48,595 : INFO : EPOCH 16 - PROGRESS: at 32.60% examples, 701899 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:49,605 : INFO : EPOCH 16 - PROGRESS: at 32.93% examples, 701490 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:50,625 : INFO : EPOCH 16 - PROGRESS: at 33.25% examples, 701120 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:51,637 : INFO : EPOCH 16 - PROGRESS: at 33.57% examples, 700717 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:52,651 : INFO : EPOCH 16 - PROGRESS: at 33.89% examples, 700363 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:53,655 : INFO : EPOCH 16 - PROGRESS: at 34.21% examples, 699984 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:54,661 : INFO : EPOCH 16 - PROGRESS: at 34.53% examples, 699555 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:40:55,662 : INFO : EPOCH 16 - PROGRESS: at 34.82% examples, 699343 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:56,663 : INFO : EPOCH 16 - PROGRESS: at 35.14% examples, 698876 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:57,672 : INFO : EPOCH 16 - PROGRESS: at 35.48% examples, 698596 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:58,675 : INFO : EPOCH 16 - PROGRESS: at 35.82% examples, 698028 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:40:59,679 : INFO : EPOCH 16 - PROGRESS: at 36.12% examples, 697518 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:00,693 : INFO : EPOCH 16 - PROGRESS: at 36.40% examples, 696931 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:01,701 : INFO : EPOCH 16 - PROGRESS: at 36.70% examples, 696252 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:02,713 : INFO : EPOCH 16 - PROGRESS: at 36.98% examples, 695061 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:03,726 : INFO : EPOCH 16 - PROGRESS: at 37.29% examples, 694825 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:04,741 : INFO : EPOCH 16 - PROGRESS: at 37.66% examples, 695080 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:05,745 : INFO : EPOCH 16 - PROGRESS: at 38.01% examples, 695472 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:06,754 : INFO : EPOCH 16 - PROGRESS: at 38.38% examples, 695697 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:07,755 : INFO : EPOCH 16 - PROGRESS: at 38.74% examples, 696014 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:08,768 : INFO : EPOCH 16 - PROGRESS: at 39.09% examples, 696296 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:09,778 : INFO : EPOCH 16 - PROGRESS: at 39.43% examples, 696501 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:10,784 : INFO : EPOCH 16 - PROGRESS: at 39.79% examples, 696846 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:11,786 : INFO : EPOCH 16 - PROGRESS: at 40.14% examples, 697207 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:12,798 : INFO : EPOCH 16 - PROGRESS: at 40.49% examples, 697413 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:13,806 : INFO : EPOCH 16 - PROGRESS: at 40.83% examples, 697739 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:14,814 : INFO : EPOCH 16 - PROGRESS: at 41.20% examples, 697942 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:15,817 : INFO : EPOCH 16 - PROGRESS: at 41.55% examples, 698201 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:16,825 : INFO : EPOCH 16 - PROGRESS: at 41.89% examples, 698399 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:41:17,829 : INFO : EPOCH 16 - PROGRESS: at 42.23% examples, 698734 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:18,831 : INFO : EPOCH 16 - PROGRESS: at 42.60% examples, 698920 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:19,837 : INFO : EPOCH 16 - PROGRESS: at 42.94% examples, 699130 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:20,841 : INFO : EPOCH 16 - PROGRESS: at 43.30% examples, 699309 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:21,848 : INFO : EPOCH 16 - PROGRESS: at 43.64% examples, 699541 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:22,851 : INFO : EPOCH 16 - PROGRESS: at 44.02% examples, 699728 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:23,855 : INFO : EPOCH 16 - PROGRESS: at 44.38% examples, 699860 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:24,877 : INFO : EPOCH 16 - PROGRESS: at 44.74% examples, 700015 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:25,882 : INFO : EPOCH 16 - PROGRESS: at 45.12% examples, 700197 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:26,891 : INFO : EPOCH 16 - PROGRESS: at 45.49% examples, 700396 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:27,897 : INFO : EPOCH 16 - PROGRESS: at 45.83% examples, 700651 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:28,901 : INFO : EPOCH 16 - PROGRESS: at 46.21% examples, 700851 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:29,902 : INFO : EPOCH 16 - PROGRESS: at 46.52% examples, 701043 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:30,911 : INFO : EPOCH 16 - PROGRESS: at 46.89% examples, 701191 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:41:31,915 : INFO : EPOCH 16 - PROGRESS: at 47.25% examples, 701451 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:32,920 : INFO : EPOCH 16 - PROGRESS: at 47.62% examples, 701597 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:41:33,930 : INFO : EPOCH 16 - PROGRESS: at 47.97% examples, 701870 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:34,932 : INFO : EPOCH 16 - PROGRESS: at 48.32% examples, 702040 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:35,933 : INFO : EPOCH 16 - PROGRESS: at 48.67% examples, 702290 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:41:36,942 : INFO : EPOCH 16 - PROGRESS: at 49.01% examples, 702508 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:37,944 : INFO : EPOCH 16 - PROGRESS: at 49.37% examples, 702706 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:38,961 : INFO : EPOCH 16 - PROGRESS: at 49.74% examples, 702846 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:39,980 : INFO : EPOCH 16 - PROGRESS: at 50.12% examples, 703043 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:40,992 : INFO : EPOCH 16 - PROGRESS: at 50.49% examples, 703220 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:41:42,002 : INFO : EPOCH 16 - PROGRESS: at 50.86% examples, 703401 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:43,006 : INFO : EPOCH 16 - PROGRESS: at 51.25% examples, 703502 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:44,012 : INFO : EPOCH 16 - PROGRESS: at 51.60% examples, 703646 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:45,017 : INFO : EPOCH 16 - PROGRESS: at 51.95% examples, 703827 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:46,033 : INFO : EPOCH 16 - PROGRESS: at 52.32% examples, 703955 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:47,039 : INFO : EPOCH 16 - PROGRESS: at 52.66% examples, 704178 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:48,046 : INFO : EPOCH 16 - PROGRESS: at 53.05% examples, 704247 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:49,056 : INFO : EPOCH 16 - PROGRESS: at 53.40% examples, 704356 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:50,071 : INFO : EPOCH 16 - PROGRESS: at 53.74% examples, 704493 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:51,085 : INFO : EPOCH 16 - PROGRESS: at 54.08% examples, 704620 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:52,085 : INFO : EPOCH 16 - PROGRESS: at 54.45% examples, 704790 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:53,096 : INFO : EPOCH 16 - PROGRESS: at 54.80% examples, 704925 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:54,099 : INFO : EPOCH 16 - PROGRESS: at 55.18% examples, 705112 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:55,101 : INFO : EPOCH 16 - PROGRESS: at 55.54% examples, 705237 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:56,108 : INFO : EPOCH 16 - PROGRESS: at 55.89% examples, 705316 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:57,116 : INFO : EPOCH 16 - PROGRESS: at 56.25% examples, 705510 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:58,123 : INFO : EPOCH 16 - PROGRESS: at 56.62% examples, 705575 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:41:59,123 : INFO : EPOCH 16 - PROGRESS: at 56.98% examples, 705723 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:00,127 : INFO : EPOCH 16 - PROGRESS: at 57.34% examples, 705841 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:01,130 : INFO : EPOCH 16 - PROGRESS: at 57.71% examples, 706005 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:02,134 : INFO : EPOCH 16 - PROGRESS: at 58.07% examples, 706144 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:03,138 : INFO : EPOCH 16 - PROGRESS: at 58.41% examples, 706298 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:04,149 : INFO : EPOCH 16 - PROGRESS: at 58.78% examples, 706408 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:05,151 : INFO : EPOCH 16 - PROGRESS: at 59.13% examples, 706635 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:06,158 : INFO : EPOCH 16 - PROGRESS: at 59.48% examples, 706698 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:07,167 : INFO : EPOCH 16 - PROGRESS: at 59.80% examples, 706863 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:08,178 : INFO : EPOCH 16 - PROGRESS: at 60.16% examples, 706972 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:09,182 : INFO : EPOCH 16 - PROGRESS: at 60.53% examples, 707088 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:10,204 : INFO : EPOCH 16 - PROGRESS: at 60.90% examples, 707162 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:42:11,217 : INFO : EPOCH 16 - PROGRESS: at 61.25% examples, 707296 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:12,223 : INFO : EPOCH 16 - PROGRESS: at 61.60% examples, 707370 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:13,227 : INFO : EPOCH 16 - PROGRESS: at 61.94% examples, 707488 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:14,229 : INFO : EPOCH 16 - PROGRESS: at 62.30% examples, 707594 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:15,241 : INFO : EPOCH 16 - PROGRESS: at 62.67% examples, 707712 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:42:16,242 : INFO : EPOCH 16 - PROGRESS: at 63.02% examples, 707826 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:17,247 : INFO : EPOCH 16 - PROGRESS: at 63.38% examples, 707925 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:18,253 : INFO : EPOCH 16 - PROGRESS: at 63.75% examples, 707986 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:42:19,258 : INFO : EPOCH 16 - PROGRESS: at 64.09% examples, 708136 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:20,261 : INFO : EPOCH 16 - PROGRESS: at 64.43% examples, 708286 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:21,270 : INFO : EPOCH 16 - PROGRESS: at 64.79% examples, 708329 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:22,283 : INFO : EPOCH 16 - PROGRESS: at 65.12% examples, 708419 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:23,294 : INFO : EPOCH 16 - PROGRESS: at 65.47% examples, 708545 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:24,294 : INFO : EPOCH 16 - PROGRESS: at 65.82% examples, 708650 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:42:25,305 : INFO : EPOCH 16 - PROGRESS: at 66.19% examples, 708722 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:26,310 : INFO : EPOCH 16 - PROGRESS: at 66.54% examples, 708855 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:27,332 : INFO : EPOCH 16 - PROGRESS: at 66.88% examples, 708860 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:28,336 : INFO : EPOCH 16 - PROGRESS: at 67.20% examples, 708637 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:29,343 : INFO : EPOCH 16 - PROGRESS: at 67.52% examples, 708391 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:42:30,367 : INFO : EPOCH 16 - PROGRESS: at 67.85% examples, 708170 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:31,367 : INFO : EPOCH 16 - PROGRESS: at 68.16% examples, 707880 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:32,378 : INFO : EPOCH 16 - PROGRESS: at 68.49% examples, 707673 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:33,382 : INFO : EPOCH 16 - PROGRESS: at 68.82% examples, 707427 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:34,382 : INFO : EPOCH 16 - PROGRESS: at 69.16% examples, 707221 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:35,387 : INFO : EPOCH 16 - PROGRESS: at 69.47% examples, 707027 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:36,388 : INFO : EPOCH 16 - PROGRESS: at 69.82% examples, 706753 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:37,395 : INFO : EPOCH 16 - PROGRESS: at 70.12% examples, 706547 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:38,404 : INFO : EPOCH 16 - PROGRESS: at 70.42% examples, 706306 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:39,406 : INFO : EPOCH 16 - PROGRESS: at 70.73% examples, 706135 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:40,414 : INFO : EPOCH 16 - PROGRESS: at 71.05% examples, 705882 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:41,419 : INFO : EPOCH 16 - PROGRESS: at 71.38% examples, 705688 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:42,424 : INFO : EPOCH 16 - PROGRESS: at 71.71% examples, 705494 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:43,442 : INFO : EPOCH 16 - PROGRESS: at 72.02% examples, 705268 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:44,444 : INFO : EPOCH 16 - PROGRESS: at 72.35% examples, 705013 words/s, in_qsize 8, out_qsize 1
2020-07-24 07:42:45,446 : INFO : EPOCH 16 - PROGRESS: at 72.67% examples, 704845 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:42:46,459 : INFO : EPOCH 16 - PROGRESS: at 72.99% examples, 704641 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:47,471 : INFO : EPOCH 16 - PROGRESS: at 73.32% examples, 704431 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:48,481 : INFO : EPOCH 16 - PROGRESS: at 73.64% examples, 704225 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:49,489 : INFO : EPOCH 16 - PROGRESS: at 73.95% examples, 704000 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:50,497 : INFO : EPOCH 16 - PROGRESS: at 74.26% examples, 703815 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:42:51,504 : INFO : EPOCH 16 - PROGRESS: at 74.57% examples, 703682 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:52,508 : INFO : EPOCH 16 - PROGRESS: at 74.90% examples, 703445 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:53,511 : INFO : EPOCH 16 - PROGRESS: at 75.21% examples, 703256 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:54,541 : INFO : EPOCH 16 - PROGRESS: at 75.55% examples, 703013 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:42:55,542 : INFO : EPOCH 16 - PROGRESS: at 75.88% examples, 702862 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:56,543 : INFO : EPOCH 16 - PROGRESS: at 76.20% examples, 702703 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:57,556 : INFO : EPOCH 16 - PROGRESS: at 76.50% examples, 702537 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:58,559 : INFO : EPOCH 16 - PROGRESS: at 76.80% examples, 702381 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:42:59,560 : INFO : EPOCH 16 - PROGRESS: at 77.10% examples, 702184 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:00,569 : INFO : EPOCH 16 - PROGRESS: at 77.42% examples, 702001 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:01,577 : INFO : EPOCH 16 - PROGRESS: at 77.75% examples, 701821 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:02,584 : INFO : EPOCH 16 - PROGRESS: at 78.08% examples, 701619 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:43:03,592 : INFO : EPOCH 16 - PROGRESS: at 78.40% examples, 701457 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:04,598 : INFO : EPOCH 16 - PROGRESS: at 78.73% examples, 701287 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:05,610 : INFO : EPOCH 16 - PROGRESS: at 79.05% examples, 701074 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:06,623 : INFO : EPOCH 16 - PROGRESS: at 79.37% examples, 700912 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:07,636 : INFO : EPOCH 16 - PROGRESS: at 79.69% examples, 700747 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:08,636 : INFO : EPOCH 16 - PROGRESS: at 80.01% examples, 700622 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:43:09,638 : INFO : EPOCH 16 - PROGRESS: at 80.34% examples, 700439 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:10,643 : INFO : EPOCH 16 - PROGRESS: at 80.66% examples, 700292 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:11,653 : INFO : EPOCH 16 - PROGRESS: at 80.99% examples, 700109 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:43:12,653 : INFO : EPOCH 16 - PROGRESS: at 81.30% examples, 699943 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:13,667 : INFO : EPOCH 16 - PROGRESS: at 81.61% examples, 699774 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:14,676 : INFO : EPOCH 16 - PROGRESS: at 81.95% examples, 699618 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:15,687 : INFO : EPOCH 16 - PROGRESS: at 82.27% examples, 699450 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:16,694 : INFO : EPOCH 16 - PROGRESS: at 82.59% examples, 699250 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:43:17,696 : INFO : EPOCH 16 - PROGRESS: at 82.93% examples, 699088 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:18,709 : INFO : EPOCH 16 - PROGRESS: at 83.25% examples, 698907 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:19,722 : INFO : EPOCH 16 - PROGRESS: at 83.57% examples, 698744 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:20,739 : INFO : EPOCH 16 - PROGRESS: at 83.90% examples, 698578 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:21,741 : INFO : EPOCH 16 - PROGRESS: at 84.22% examples, 698413 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:22,744 : INFO : EPOCH 16 - PROGRESS: at 84.54% examples, 698238 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:23,755 : INFO : EPOCH 16 - PROGRESS: at 84.87% examples, 698075 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:24,762 : INFO : EPOCH 16 - PROGRESS: at 85.20% examples, 697919 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:25,782 : INFO : EPOCH 16 - PROGRESS: at 85.56% examples, 697759 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:26,795 : INFO : EPOCH 16 - PROGRESS: at 85.89% examples, 697612 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:27,798 : INFO : EPOCH 16 - PROGRESS: at 86.22% examples, 697480 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:28,804 : INFO : EPOCH 16 - PROGRESS: at 86.56% examples, 697349 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:43:29,808 : INFO : EPOCH 16 - PROGRESS: at 86.88% examples, 697156 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:30,814 : INFO : EPOCH 16 - PROGRESS: at 87.17% examples, 697030 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:31,826 : INFO : EPOCH 16 - PROGRESS: at 87.50% examples, 696884 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:32,837 : INFO : EPOCH 16 - PROGRESS: at 87.83% examples, 696777 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:33,838 : INFO : EPOCH 16 - PROGRESS: at 88.18% examples, 696631 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:34,842 : INFO : EPOCH 16 - PROGRESS: at 88.52% examples, 696484 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:35,842 : INFO : EPOCH 16 - PROGRESS: at 88.86% examples, 696343 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:36,849 : INFO : EPOCH 16 - PROGRESS: at 89.18% examples, 696204 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:37,852 : INFO : EPOCH 16 - PROGRESS: at 89.51% examples, 696078 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:38,862 : INFO : EPOCH 16 - PROGRESS: at 89.81% examples, 695876 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:39,887 : INFO : EPOCH 16 - PROGRESS: at 90.12% examples, 695559 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:43:40,889 : INFO : EPOCH 16 - PROGRESS: at 90.43% examples, 695377 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:41,896 : INFO : EPOCH 16 - PROGRESS: at 90.72% examples, 695037 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:42,900 : INFO : EPOCH 16 - PROGRESS: at 90.97% examples, 694445 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:43,903 : INFO : EPOCH 16 - PROGRESS: at 91.29% examples, 694539 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:44,913 : INFO : EPOCH 16 - PROGRESS: at 91.65% examples, 694630 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:45,916 : INFO : EPOCH 16 - PROGRESS: at 92.00% examples, 694761 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:46,921 : INFO : EPOCH 16 - PROGRESS: at 92.36% examples, 694885 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:47,949 : INFO : EPOCH 16 - PROGRESS: at 92.73% examples, 694987 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:48,949 : INFO : EPOCH 16 - PROGRESS: at 93.10% examples, 695097 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:49,961 : INFO : EPOCH 16 - PROGRESS: at 93.45% examples, 695216 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:50,969 : INFO : EPOCH 16 - PROGRESS: at 93.79% examples, 695343 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:51,971 : INFO : EPOCH 16 - PROGRESS: at 94.14% examples, 695492 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:52,975 : INFO : EPOCH 16 - PROGRESS: at 94.51% examples, 695569 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:53,985 : INFO : EPOCH 16 - PROGRESS: at 94.85% examples, 695686 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:54,991 : INFO : EPOCH 16 - PROGRESS: at 95.22% examples, 695823 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:55,999 : INFO : EPOCH 16 - PROGRESS: at 95.58% examples, 695955 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:57,003 : INFO : EPOCH 16 - PROGRESS: at 95.94% examples, 696075 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:58,004 : INFO : EPOCH 16 - PROGRESS: at 96.30% examples, 696164 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:43:59,013 : INFO : EPOCH 16 - PROGRESS: at 96.64% examples, 696284 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:00,018 : INFO : EPOCH 16 - PROGRESS: at 97.02% examples, 696353 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:01,027 : INFO : EPOCH 16 - PROGRESS: at 97.37% examples, 696460 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:02,032 : INFO : EPOCH 16 - PROGRESS: at 97.72% examples, 696553 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:03,035 : INFO : EPOCH 16 - PROGRESS: at 98.10% examples, 696636 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:04,041 : INFO : EPOCH 16 - PROGRESS: at 98.45% examples, 696776 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:05,044 : INFO : EPOCH 16 - PROGRESS: at 98.82% examples, 696884 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:06,056 : INFO : EPOCH 16 - PROGRESS: at 99.18% examples, 697009 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:07,079 : INFO : EPOCH 16 - PROGRESS: at 99.52% examples, 697107 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:08,090 : INFO : EPOCH 16 - PROGRESS: at 99.87% examples, 697208 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:08,441 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 07:44:08,445 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 07:44:08,459 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 07:44:08,464 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 07:44:08,465 : INFO : EPOCH - 16 : training on 265101461 raw words (206123674 effective words) took 295.6s, 697288 effective words/s
2020-07-24 07:44:09,469 : INFO : EPOCH 17 - PROGRESS: at 0.35% examples, 712312 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:10,485 : INFO : EPOCH 17 - PROGRESS: at 0.71% examples, 713446 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:11,496 : INFO : EPOCH 17 - PROGRESS: at 1.09% examples, 720518 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:12,500 : INFO : EPOCH 17 - PROGRESS: at 1.46% examples, 722294 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:13,503 : INFO : EPOCH 17 - PROGRESS: at 1.83% examples, 722725 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:14,506 : INFO : EPOCH 17 - PROGRESS: at 2.18% examples, 725640 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:15,513 : INFO : EPOCH 17 - PROGRESS: at 2.53% examples, 727108 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:16,517 : INFO : EPOCH 17 - PROGRESS: at 2.88% examples, 727645 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:17,522 : INFO : EPOCH 17 - PROGRESS: at 3.25% examples, 729207 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:18,524 : INFO : EPOCH 17 - PROGRESS: at 3.62% examples, 729070 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:19,532 : INFO : EPOCH 17 - PROGRESS: at 3.96% examples, 728850 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:20,536 : INFO : EPOCH 17 - PROGRESS: at 4.34% examples, 728637 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:21,554 : INFO : EPOCH 17 - PROGRESS: at 4.70% examples, 729237 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:22,562 : INFO : EPOCH 17 - PROGRESS: at 5.07% examples, 729174 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:23,565 : INFO : EPOCH 17 - PROGRESS: at 5.41% examples, 729439 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:24,569 : INFO : EPOCH 17 - PROGRESS: at 5.78% examples, 729489 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:25,583 : INFO : EPOCH 17 - PROGRESS: at 6.15% examples, 729433 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:26,591 : INFO : EPOCH 17 - PROGRESS: at 6.51% examples, 729704 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:27,602 : INFO : EPOCH 17 - PROGRESS: at 6.87% examples, 730030 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:44:28,602 : INFO : EPOCH 17 - PROGRESS: at 7.21% examples, 730208 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:29,614 : INFO : EPOCH 17 - PROGRESS: at 7.57% examples, 730176 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:30,619 : INFO : EPOCH 17 - PROGRESS: at 7.92% examples, 730423 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:31,625 : INFO : EPOCH 17 - PROGRESS: at 8.28% examples, 730537 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:32,637 : INFO : EPOCH 17 - PROGRESS: at 8.64% examples, 730375 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:33,638 : INFO : EPOCH 17 - PROGRESS: at 8.97% examples, 730976 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:34,640 : INFO : EPOCH 17 - PROGRESS: at 9.33% examples, 730825 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:35,651 : INFO : EPOCH 17 - PROGRESS: at 9.69% examples, 730900 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:44:36,675 : INFO : EPOCH 17 - PROGRESS: at 10.06% examples, 730654 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:37,679 : INFO : EPOCH 17 - PROGRESS: at 10.44% examples, 731134 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:38,693 : INFO : EPOCH 17 - PROGRESS: at 10.80% examples, 730849 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:44:39,697 : INFO : EPOCH 17 - PROGRESS: at 11.15% examples, 730770 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:40,701 : INFO : EPOCH 17 - PROGRESS: at 11.55% examples, 730526 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:41,721 : INFO : EPOCH 17 - PROGRESS: at 11.93% examples, 730357 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:44:42,731 : INFO : EPOCH 17 - PROGRESS: at 12.29% examples, 730692 words/s, in_qsize 8, out_qsize 1
2020-07-24 07:44:43,732 : INFO : EPOCH 17 - PROGRESS: at 12.67% examples, 730842 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:44,742 : INFO : EPOCH 17 - PROGRESS: at 13.01% examples, 731027 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:45,746 : INFO : EPOCH 17 - PROGRESS: at 13.37% examples, 731153 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:46,750 : INFO : EPOCH 17 - PROGRESS: at 13.71% examples, 730977 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:47,760 : INFO : EPOCH 17 - PROGRESS: at 14.07% examples, 731155 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:48,761 : INFO : EPOCH 17 - PROGRESS: at 14.43% examples, 731548 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:49,769 : INFO : EPOCH 17 - PROGRESS: at 14.80% examples, 731598 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:44:50,777 : INFO : EPOCH 17 - PROGRESS: at 15.17% examples, 731528 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:51,798 : INFO : EPOCH 17 - PROGRESS: at 15.55% examples, 731436 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:52,800 : INFO : EPOCH 17 - PROGRESS: at 15.94% examples, 731552 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:53,810 : INFO : EPOCH 17 - PROGRESS: at 16.25% examples, 731454 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:54,822 : INFO : EPOCH 17 - PROGRESS: at 16.61% examples, 731397 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:55,824 : INFO : EPOCH 17 - PROGRESS: at 16.95% examples, 731413 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:56,828 : INFO : EPOCH 17 - PROGRESS: at 17.32% examples, 731513 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:57,829 : INFO : EPOCH 17 - PROGRESS: at 17.69% examples, 731446 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:58,839 : INFO : EPOCH 17 - PROGRESS: at 18.05% examples, 731512 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:44:59,840 : INFO : EPOCH 17 - PROGRESS: at 18.40% examples, 731488 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:00,849 : INFO : EPOCH 17 - PROGRESS: at 18.75% examples, 731491 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:01,855 : INFO : EPOCH 17 - PROGRESS: at 19.11% examples, 731398 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:02,860 : INFO : EPOCH 17 - PROGRESS: at 19.48% examples, 731453 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:03,862 : INFO : EPOCH 17 - PROGRESS: at 19.86% examples, 731501 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:04,867 : INFO : EPOCH 17 - PROGRESS: at 20.19% examples, 731346 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:05,874 : INFO : EPOCH 17 - PROGRESS: at 20.55% examples, 731353 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:06,882 : INFO : EPOCH 17 - PROGRESS: at 20.88% examples, 731400 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:07,886 : INFO : EPOCH 17 - PROGRESS: at 21.22% examples, 731436 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:08,911 : INFO : EPOCH 17 - PROGRESS: at 21.58% examples, 731531 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:09,916 : INFO : EPOCH 17 - PROGRESS: at 21.95% examples, 731500 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:10,931 : INFO : EPOCH 17 - PROGRESS: at 22.29% examples, 731318 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:11,933 : INFO : EPOCH 17 - PROGRESS: at 22.64% examples, 731463 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:12,947 : INFO : EPOCH 17 - PROGRESS: at 23.00% examples, 731727 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:13,951 : INFO : EPOCH 17 - PROGRESS: at 23.36% examples, 731884 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:14,955 : INFO : EPOCH 17 - PROGRESS: at 23.71% examples, 731720 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:15,961 : INFO : EPOCH 17 - PROGRESS: at 24.06% examples, 731663 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:16,965 : INFO : EPOCH 17 - PROGRESS: at 24.38% examples, 730780 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:17,984 : INFO : EPOCH 17 - PROGRESS: at 24.69% examples, 729776 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:45:18,985 : INFO : EPOCH 17 - PROGRESS: at 24.98% examples, 728982 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:19,990 : INFO : EPOCH 17 - PROGRESS: at 25.29% examples, 727976 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:21,000 : INFO : EPOCH 17 - PROGRESS: at 25.61% examples, 727140 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:22,011 : INFO : EPOCH 17 - PROGRESS: at 25.93% examples, 726340 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:23,014 : INFO : EPOCH 17 - PROGRESS: at 26.25% examples, 725494 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:45:24,018 : INFO : EPOCH 17 - PROGRESS: at 26.57% examples, 724718 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:25,025 : INFO : EPOCH 17 - PROGRESS: at 26.91% examples, 723940 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:45:26,032 : INFO : EPOCH 17 - PROGRESS: at 27.23% examples, 723159 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:27,036 : INFO : EPOCH 17 - PROGRESS: at 27.54% examples, 722436 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:45:28,042 : INFO : EPOCH 17 - PROGRESS: at 27.88% examples, 721613 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:29,046 : INFO : EPOCH 17 - PROGRESS: at 28.20% examples, 721111 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:30,056 : INFO : EPOCH 17 - PROGRESS: at 28.52% examples, 720487 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:31,067 : INFO : EPOCH 17 - PROGRESS: at 28.85% examples, 719751 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:32,069 : INFO : EPOCH 17 - PROGRESS: at 29.17% examples, 719152 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:33,085 : INFO : EPOCH 17 - PROGRESS: at 29.51% examples, 718414 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:34,092 : INFO : EPOCH 17 - PROGRESS: at 29.83% examples, 717663 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:35,108 : INFO : EPOCH 17 - PROGRESS: at 30.15% examples, 716980 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:36,111 : INFO : EPOCH 17 - PROGRESS: at 30.47% examples, 716543 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:37,117 : INFO : EPOCH 17 - PROGRESS: at 30.80% examples, 715981 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:45:38,128 : INFO : EPOCH 17 - PROGRESS: at 31.13% examples, 715419 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:39,135 : INFO : EPOCH 17 - PROGRESS: at 31.45% examples, 714773 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:40,144 : INFO : EPOCH 17 - PROGRESS: at 31.77% examples, 714337 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:41,147 : INFO : EPOCH 17 - PROGRESS: at 32.10% examples, 713729 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:42,163 : INFO : EPOCH 17 - PROGRESS: at 32.42% examples, 713112 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:43,171 : INFO : EPOCH 17 - PROGRESS: at 32.74% examples, 712691 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:44,185 : INFO : EPOCH 17 - PROGRESS: at 33.07% examples, 712194 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:45,195 : INFO : EPOCH 17 - PROGRESS: at 33.38% examples, 711667 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:46,198 : INFO : EPOCH 17 - PROGRESS: at 33.71% examples, 711226 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:47,201 : INFO : EPOCH 17 - PROGRESS: at 34.03% examples, 710766 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:45:48,201 : INFO : EPOCH 17 - PROGRESS: at 34.33% examples, 710356 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:49,208 : INFO : EPOCH 17 - PROGRESS: at 34.65% examples, 709766 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:50,235 : INFO : EPOCH 17 - PROGRESS: at 34.96% examples, 709287 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:51,239 : INFO : EPOCH 17 - PROGRESS: at 35.28% examples, 709038 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:52,241 : INFO : EPOCH 17 - PROGRESS: at 35.64% examples, 708551 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:53,254 : INFO : EPOCH 17 - PROGRESS: at 35.98% examples, 708133 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:54,270 : INFO : EPOCH 17 - PROGRESS: at 36.28% examples, 707755 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:55,271 : INFO : EPOCH 17 - PROGRESS: at 36.59% examples, 707532 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:56,280 : INFO : EPOCH 17 - PROGRESS: at 36.91% examples, 707078 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:57,283 : INFO : EPOCH 17 - PROGRESS: at 37.23% examples, 706660 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:45:58,287 : INFO : EPOCH 17 - PROGRESS: at 37.56% examples, 706321 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:45:59,293 : INFO : EPOCH 17 - PROGRESS: at 37.87% examples, 705903 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:00,298 : INFO : EPOCH 17 - PROGRESS: at 38.21% examples, 705487 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:01,304 : INFO : EPOCH 17 - PROGRESS: at 38.53% examples, 705102 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:02,308 : INFO : EPOCH 17 - PROGRESS: at 38.86% examples, 704726 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:46:03,308 : INFO : EPOCH 17 - PROGRESS: at 39.17% examples, 704332 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:46:04,312 : INFO : EPOCH 17 - PROGRESS: at 39.49% examples, 704049 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:05,313 : INFO : EPOCH 17 - PROGRESS: at 39.82% examples, 703751 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:46:06,315 : INFO : EPOCH 17 - PROGRESS: at 40.13% examples, 703440 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:07,319 : INFO : EPOCH 17 - PROGRESS: at 40.45% examples, 703099 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:08,335 : INFO : EPOCH 17 - PROGRESS: at 40.77% examples, 702803 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:09,336 : INFO : EPOCH 17 - PROGRESS: at 41.09% examples, 702496 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:10,342 : INFO : EPOCH 17 - PROGRESS: at 41.42% examples, 702086 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:11,358 : INFO : EPOCH 17 - PROGRESS: at 41.72% examples, 701763 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:46:12,382 : INFO : EPOCH 17 - PROGRESS: at 42.06% examples, 701448 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:13,383 : INFO : EPOCH 17 - PROGRESS: at 42.37% examples, 701200 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:46:14,384 : INFO : EPOCH 17 - PROGRESS: at 42.70% examples, 700905 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:15,401 : INFO : EPOCH 17 - PROGRESS: at 43.01% examples, 700564 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:16,403 : INFO : EPOCH 17 - PROGRESS: at 43.34% examples, 700204 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:17,411 : INFO : EPOCH 17 - PROGRESS: at 43.65% examples, 699936 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:46:18,421 : INFO : EPOCH 17 - PROGRESS: at 43.99% examples, 699516 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:19,425 : INFO : EPOCH 17 - PROGRESS: at 44.31% examples, 698950 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:20,425 : INFO : EPOCH 17 - PROGRESS: at 44.62% examples, 698475 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:21,427 : INFO : EPOCH 17 - PROGRESS: at 44.93% examples, 697894 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:22,428 : INFO : EPOCH 17 - PROGRESS: at 45.22% examples, 696897 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:23,432 : INFO : EPOCH 17 - PROGRESS: at 45.55% examples, 696504 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:24,442 : INFO : EPOCH 17 - PROGRESS: at 45.90% examples, 696723 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:25,445 : INFO : EPOCH 17 - PROGRESS: at 46.25% examples, 696960 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:26,446 : INFO : EPOCH 17 - PROGRESS: at 46.59% examples, 697239 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:27,458 : INFO : EPOCH 17 - PROGRESS: at 46.96% examples, 697449 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:28,467 : INFO : EPOCH 17 - PROGRESS: at 47.32% examples, 697695 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:29,475 : INFO : EPOCH 17 - PROGRESS: at 47.68% examples, 698008 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:30,481 : INFO : EPOCH 17 - PROGRESS: at 48.04% examples, 698210 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:31,495 : INFO : EPOCH 17 - PROGRESS: at 48.40% examples, 698503 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:46:32,509 : INFO : EPOCH 17 - PROGRESS: at 48.74% examples, 698818 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:33,514 : INFO : EPOCH 17 - PROGRESS: at 49.09% examples, 699043 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:34,523 : INFO : EPOCH 17 - PROGRESS: at 49.46% examples, 699292 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:35,534 : INFO : EPOCH 17 - PROGRESS: at 49.84% examples, 699508 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:36,545 : INFO : EPOCH 17 - PROGRESS: at 50.21% examples, 699745 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:37,556 : INFO : EPOCH 17 - PROGRESS: at 50.58% examples, 699866 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:46:38,562 : INFO : EPOCH 17 - PROGRESS: at 50.95% examples, 700052 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:39,564 : INFO : EPOCH 17 - PROGRESS: at 51.33% examples, 700215 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:40,567 : INFO : EPOCH 17 - PROGRESS: at 51.68% examples, 700484 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:41,571 : INFO : EPOCH 17 - PROGRESS: at 52.03% examples, 700655 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:42,587 : INFO : EPOCH 17 - PROGRESS: at 52.40% examples, 700848 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:43,587 : INFO : EPOCH 17 - PROGRESS: at 52.76% examples, 701089 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:44,591 : INFO : EPOCH 17 - PROGRESS: at 53.14% examples, 701287 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:45,594 : INFO : EPOCH 17 - PROGRESS: at 53.50% examples, 701520 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:46,600 : INFO : EPOCH 17 - PROGRESS: at 53.84% examples, 701717 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:47,617 : INFO : EPOCH 17 - PROGRESS: at 54.18% examples, 701887 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:48,618 : INFO : EPOCH 17 - PROGRESS: at 54.56% examples, 702102 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:49,637 : INFO : EPOCH 17 - PROGRESS: at 54.92% examples, 702280 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:50,653 : INFO : EPOCH 17 - PROGRESS: at 55.29% examples, 702429 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:51,662 : INFO : EPOCH 17 - PROGRESS: at 55.65% examples, 702642 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:46:52,663 : INFO : EPOCH 17 - PROGRESS: at 56.01% examples, 702846 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:53,664 : INFO : EPOCH 17 - PROGRESS: at 56.36% examples, 703053 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:46:54,682 : INFO : EPOCH 17 - PROGRESS: at 56.75% examples, 703203 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:55,683 : INFO : EPOCH 17 - PROGRESS: at 57.11% examples, 703389 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:56,689 : INFO : EPOCH 17 - PROGRESS: at 57.49% examples, 703435 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:46:57,709 : INFO : EPOCH 17 - PROGRESS: at 57.85% examples, 703611 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:46:58,719 : INFO : EPOCH 17 - PROGRESS: at 58.21% examples, 703843 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:46:59,723 : INFO : EPOCH 17 - PROGRESS: at 58.56% examples, 704034 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:00,725 : INFO : EPOCH 17 - PROGRESS: at 58.92% examples, 704184 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:01,735 : INFO : EPOCH 17 - PROGRESS: at 59.27% examples, 704410 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:02,738 : INFO : EPOCH 17 - PROGRESS: at 59.62% examples, 704555 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:03,748 : INFO : EPOCH 17 - PROGRESS: at 59.95% examples, 704658 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:04,756 : INFO : EPOCH 17 - PROGRESS: at 60.31% examples, 704807 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:05,762 : INFO : EPOCH 17 - PROGRESS: at 60.68% examples, 704927 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:47:06,785 : INFO : EPOCH 17 - PROGRESS: at 61.04% examples, 705078 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:07,787 : INFO : EPOCH 17 - PROGRESS: at 61.39% examples, 705200 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:08,795 : INFO : EPOCH 17 - PROGRESS: at 61.74% examples, 705353 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:09,812 : INFO : EPOCH 17 - PROGRESS: at 62.09% examples, 705470 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:10,817 : INFO : EPOCH 17 - PROGRESS: at 62.48% examples, 705597 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:11,817 : INFO : EPOCH 17 - PROGRESS: at 62.81% examples, 705793 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:12,820 : INFO : EPOCH 17 - PROGRESS: at 63.18% examples, 705914 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:13,822 : INFO : EPOCH 17 - PROGRESS: at 63.54% examples, 706050 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:14,831 : INFO : EPOCH 17 - PROGRESS: at 63.92% examples, 706096 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:47:15,831 : INFO : EPOCH 17 - PROGRESS: at 64.23% examples, 706249 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:16,833 : INFO : EPOCH 17 - PROGRESS: at 64.60% examples, 706481 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:17,834 : INFO : EPOCH 17 - PROGRESS: at 64.94% examples, 706559 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:47:18,855 : INFO : EPOCH 17 - PROGRESS: at 65.29% examples, 706695 words/s, in_qsize 8, out_qsize 1
2020-07-24 07:47:19,871 : INFO : EPOCH 17 - PROGRESS: at 65.65% examples, 706907 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:20,880 : INFO : EPOCH 17 - PROGRESS: at 66.02% examples, 707044 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:21,885 : INFO : EPOCH 17 - PROGRESS: at 66.37% examples, 707155 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:22,895 : INFO : EPOCH 17 - PROGRESS: at 66.72% examples, 707308 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:47:23,915 : INFO : EPOCH 17 - PROGRESS: at 67.07% examples, 707455 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:24,916 : INFO : EPOCH 17 - PROGRESS: at 67.44% examples, 707669 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:47:25,926 : INFO : EPOCH 17 - PROGRESS: at 67.80% examples, 707854 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:26,937 : INFO : EPOCH 17 - PROGRESS: at 68.15% examples, 708005 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:27,949 : INFO : EPOCH 17 - PROGRESS: at 68.52% examples, 708111 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:28,949 : INFO : EPOCH 17 - PROGRESS: at 68.88% examples, 708233 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:29,968 : INFO : EPOCH 17 - PROGRESS: at 69.26% examples, 708332 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:30,976 : INFO : EPOCH 17 - PROGRESS: at 69.62% examples, 708506 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:31,984 : INFO : EPOCH 17 - PROGRESS: at 69.98% examples, 708580 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:32,986 : INFO : EPOCH 17 - PROGRESS: at 70.32% examples, 708728 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:34,005 : INFO : EPOCH 17 - PROGRESS: at 70.64% examples, 708854 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:47:35,025 : INFO : EPOCH 17 - PROGRESS: at 71.02% examples, 708982 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:36,032 : INFO : EPOCH 17 - PROGRESS: at 71.39% examples, 709128 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:37,039 : INFO : EPOCH 17 - PROGRESS: at 71.75% examples, 709211 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:38,054 : INFO : EPOCH 17 - PROGRESS: at 72.10% examples, 709369 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:39,070 : INFO : EPOCH 17 - PROGRESS: at 72.47% examples, 709489 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:40,090 : INFO : EPOCH 17 - PROGRESS: at 72.82% examples, 709563 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:41,106 : INFO : EPOCH 17 - PROGRESS: at 73.17% examples, 709689 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:42,114 : INFO : EPOCH 17 - PROGRESS: at 73.54% examples, 709784 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:43,118 : INFO : EPOCH 17 - PROGRESS: at 73.88% examples, 709908 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:44,119 : INFO : EPOCH 17 - PROGRESS: at 74.22% examples, 710008 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:45,119 : INFO : EPOCH 17 - PROGRESS: at 74.56% examples, 710138 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:47:46,120 : INFO : EPOCH 17 - PROGRESS: at 74.94% examples, 710266 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:47,122 : INFO : EPOCH 17 - PROGRESS: at 75.29% examples, 710330 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:48,129 : INFO : EPOCH 17 - PROGRESS: at 75.65% examples, 710394 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:49,143 : INFO : EPOCH 17 - PROGRESS: at 76.00% examples, 710502 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:50,147 : INFO : EPOCH 17 - PROGRESS: at 76.36% examples, 710624 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:51,162 : INFO : EPOCH 17 - PROGRESS: at 76.69% examples, 710738 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:52,166 : INFO : EPOCH 17 - PROGRESS: at 77.03% examples, 710880 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:53,166 : INFO : EPOCH 17 - PROGRESS: at 77.38% examples, 711020 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:54,167 : INFO : EPOCH 17 - PROGRESS: at 77.73% examples, 711054 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:55,179 : INFO : EPOCH 17 - PROGRESS: at 78.10% examples, 711167 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:56,181 : INFO : EPOCH 17 - PROGRESS: at 78.46% examples, 711249 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:57,185 : INFO : EPOCH 17 - PROGRESS: at 78.81% examples, 711342 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:47:58,191 : INFO : EPOCH 17 - PROGRESS: at 79.17% examples, 711444 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:47:59,196 : INFO : EPOCH 17 - PROGRESS: at 79.51% examples, 711517 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:00,199 : INFO : EPOCH 17 - PROGRESS: at 79.87% examples, 711618 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:01,206 : INFO : EPOCH 17 - PROGRESS: at 80.22% examples, 711710 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:02,210 : INFO : EPOCH 17 - PROGRESS: at 80.60% examples, 711797 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:03,216 : INFO : EPOCH 17 - PROGRESS: at 80.95% examples, 711879 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:04,219 : INFO : EPOCH 17 - PROGRESS: at 81.30% examples, 711962 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:05,223 : INFO : EPOCH 17 - PROGRESS: at 81.65% examples, 712039 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:06,239 : INFO : EPOCH 17 - PROGRESS: at 82.01% examples, 712117 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:07,248 : INFO : EPOCH 17 - PROGRESS: at 82.38% examples, 712202 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:08,249 : INFO : EPOCH 17 - PROGRESS: at 82.73% examples, 712269 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:09,258 : INFO : EPOCH 17 - PROGRESS: at 83.10% examples, 712312 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:10,272 : INFO : EPOCH 17 - PROGRESS: at 83.46% examples, 712385 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:11,285 : INFO : EPOCH 17 - PROGRESS: at 83.82% examples, 712501 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:48:12,287 : INFO : EPOCH 17 - PROGRESS: at 84.19% examples, 712576 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:13,301 : INFO : EPOCH 17 - PROGRESS: at 84.53% examples, 712628 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:14,311 : INFO : EPOCH 17 - PROGRESS: at 84.91% examples, 712646 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:15,320 : INFO : EPOCH 17 - PROGRESS: at 85.26% examples, 712714 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:48:16,341 : INFO : EPOCH 17 - PROGRESS: at 85.64% examples, 712774 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:17,341 : INFO : EPOCH 17 - PROGRESS: at 86.03% examples, 712830 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:48:18,352 : INFO : EPOCH 17 - PROGRESS: at 86.39% examples, 712892 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:19,359 : INFO : EPOCH 17 - PROGRESS: at 86.75% examples, 712939 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:48:20,374 : INFO : EPOCH 17 - PROGRESS: at 87.08% examples, 712996 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:21,379 : INFO : EPOCH 17 - PROGRESS: at 87.44% examples, 713115 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:22,392 : INFO : EPOCH 17 - PROGRESS: at 87.80% examples, 713161 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:23,395 : INFO : EPOCH 17 - PROGRESS: at 88.19% examples, 713231 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:24,404 : INFO : EPOCH 17 - PROGRESS: at 88.57% examples, 713322 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:25,415 : INFO : EPOCH 17 - PROGRESS: at 88.93% examples, 713384 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:26,426 : INFO : EPOCH 17 - PROGRESS: at 89.31% examples, 713469 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:27,431 : INFO : EPOCH 17 - PROGRESS: at 89.65% examples, 713542 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:28,432 : INFO : EPOCH 17 - PROGRESS: at 90.01% examples, 713609 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:48:29,445 : INFO : EPOCH 17 - PROGRESS: at 90.35% examples, 713639 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:48:30,459 : INFO : EPOCH 17 - PROGRESS: at 90.72% examples, 713703 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:31,462 : INFO : EPOCH 17 - PROGRESS: at 91.06% examples, 713817 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:32,465 : INFO : EPOCH 17 - PROGRESS: at 91.40% examples, 713875 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:33,469 : INFO : EPOCH 17 - PROGRESS: at 91.75% examples, 713943 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:48:34,472 : INFO : EPOCH 17 - PROGRESS: at 92.12% examples, 714009 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:35,476 : INFO : EPOCH 17 - PROGRESS: at 92.47% examples, 714096 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:36,480 : INFO : EPOCH 17 - PROGRESS: at 92.84% examples, 714129 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:37,485 : INFO : EPOCH 17 - PROGRESS: at 93.21% examples, 714181 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:38,495 : INFO : EPOCH 17 - PROGRESS: at 93.56% examples, 714277 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:48:39,502 : INFO : EPOCH 17 - PROGRESS: at 93.91% examples, 714357 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:48:40,504 : INFO : EPOCH 17 - PROGRESS: at 94.26% examples, 714444 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:41,505 : INFO : EPOCH 17 - PROGRESS: at 94.61% examples, 714501 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:42,508 : INFO : EPOCH 17 - PROGRESS: at 94.97% examples, 714561 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:48:43,519 : INFO : EPOCH 17 - PROGRESS: at 95.34% examples, 714593 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:48:44,525 : INFO : EPOCH 17 - PROGRESS: at 95.70% examples, 714688 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:45,531 : INFO : EPOCH 17 - PROGRESS: at 96.05% examples, 714732 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:46,537 : INFO : EPOCH 17 - PROGRESS: at 96.42% examples, 714747 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:47,541 : INFO : EPOCH 17 - PROGRESS: at 96.78% examples, 714819 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:48,552 : INFO : EPOCH 17 - PROGRESS: at 97.15% examples, 714884 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:49,557 : INFO : EPOCH 17 - PROGRESS: at 97.49% examples, 714954 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:50,561 : INFO : EPOCH 17 - PROGRESS: at 97.86% examples, 714978 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:51,564 : INFO : EPOCH 17 - PROGRESS: at 98.23% examples, 715033 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:52,577 : INFO : EPOCH 17 - PROGRESS: at 98.60% examples, 715087 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:53,581 : INFO : EPOCH 17 - PROGRESS: at 98.96% examples, 715205 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:54,600 : INFO : EPOCH 17 - PROGRESS: at 99.30% examples, 715216 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:55,605 : INFO : EPOCH 17 - PROGRESS: at 99.65% examples, 715313 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:56,607 : INFO : EPOCH 17 - PROGRESS: at 99.98% examples, 715217 words/s, in_qsize 6, out_qsize 0
2020-07-24 07:48:56,625 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 07:48:56,629 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 07:48:56,647 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 07:48:56,652 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 07:48:56,653 : INFO : EPOCH - 17 : training on 265101461 raw words (206120606 effective words) took 288.2s, 715239 effective words/s
2020-07-24 07:48:57,658 : INFO : EPOCH 18 - PROGRESS: at 0.32% examples, 638084 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:58,667 : INFO : EPOCH 18 - PROGRESS: at 0.65% examples, 644175 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:48:59,679 : INFO : EPOCH 18 - PROGRESS: at 0.97% examples, 643200 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:00,681 : INFO : EPOCH 18 - PROGRESS: at 1.29% examples, 640396 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:01,691 : INFO : EPOCH 18 - PROGRESS: at 1.61% examples, 638567 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:02,708 : INFO : EPOCH 18 - PROGRESS: at 1.93% examples, 642320 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:03,719 : INFO : EPOCH 18 - PROGRESS: at 2.25% examples, 644255 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:04,719 : INFO : EPOCH 18 - PROGRESS: at 2.57% examples, 646620 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:05,722 : INFO : EPOCH 18 - PROGRESS: at 2.89% examples, 647887 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:06,739 : INFO : EPOCH 18 - PROGRESS: at 3.21% examples, 647072 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:07,745 : INFO : EPOCH 18 - PROGRESS: at 3.52% examples, 644706 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:08,753 : INFO : EPOCH 18 - PROGRESS: at 3.81% examples, 639068 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:09,756 : INFO : EPOCH 18 - PROGRESS: at 4.15% examples, 644699 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:10,773 : INFO : EPOCH 18 - PROGRESS: at 4.54% examples, 649626 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:11,774 : INFO : EPOCH 18 - PROGRESS: at 4.88% examples, 655574 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:12,776 : INFO : EPOCH 18 - PROGRESS: at 5.24% examples, 660416 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:13,784 : INFO : EPOCH 18 - PROGRESS: at 5.61% examples, 664750 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:14,789 : INFO : EPOCH 18 - PROGRESS: at 5.98% examples, 668861 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:15,789 : INFO : EPOCH 18 - PROGRESS: at 6.32% examples, 672241 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:16,789 : INFO : EPOCH 18 - PROGRESS: at 6.69% examples, 674901 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:17,800 : INFO : EPOCH 18 - PROGRESS: at 7.03% examples, 677368 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:18,811 : INFO : EPOCH 18 - PROGRESS: at 7.38% examples, 679864 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:19,814 : INFO : EPOCH 18 - PROGRESS: at 7.73% examples, 681860 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:20,816 : INFO : EPOCH 18 - PROGRESS: at 8.07% examples, 683649 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:21,817 : INFO : EPOCH 18 - PROGRESS: at 8.44% examples, 685440 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:22,822 : INFO : EPOCH 18 - PROGRESS: at 8.79% examples, 687268 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:23,824 : INFO : EPOCH 18 - PROGRESS: at 9.12% examples, 689187 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:24,843 : INFO : EPOCH 18 - PROGRESS: at 9.51% examples, 690040 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:25,849 : INFO : EPOCH 18 - PROGRESS: at 9.87% examples, 691727 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:26,849 : INFO : EPOCH 18 - PROGRESS: at 10.22% examples, 693102 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:49:27,857 : INFO : EPOCH 18 - PROGRESS: at 10.60% examples, 694513 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:28,860 : INFO : EPOCH 18 - PROGRESS: at 10.97% examples, 695582 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:29,875 : INFO : EPOCH 18 - PROGRESS: at 11.33% examples, 696532 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:30,880 : INFO : EPOCH 18 - PROGRESS: at 11.72% examples, 697516 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:49:31,883 : INFO : EPOCH 18 - PROGRESS: at 12.07% examples, 698537 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:32,888 : INFO : EPOCH 18 - PROGRESS: at 12.44% examples, 699044 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:33,897 : INFO : EPOCH 18 - PROGRESS: at 12.79% examples, 700082 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:34,907 : INFO : EPOCH 18 - PROGRESS: at 13.17% examples, 700807 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:35,913 : INFO : EPOCH 18 - PROGRESS: at 13.49% examples, 700276 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:36,927 : INFO : EPOCH 18 - PROGRESS: at 13.80% examples, 699123 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:49:37,935 : INFO : EPOCH 18 - PROGRESS: at 14.12% examples, 698461 words/s, in_qsize 5, out_qsize 2
2020-07-24 07:49:38,953 : INFO : EPOCH 18 - PROGRESS: at 14.44% examples, 697680 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:39,958 : INFO : EPOCH 18 - PROGRESS: at 14.79% examples, 696925 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:49:40,958 : INFO : EPOCH 18 - PROGRESS: at 15.11% examples, 696040 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:41,959 : INFO : EPOCH 18 - PROGRESS: at 15.44% examples, 695465 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:49:42,963 : INFO : EPOCH 18 - PROGRESS: at 15.80% examples, 694446 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:43,966 : INFO : EPOCH 18 - PROGRESS: at 16.09% examples, 693917 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:44,966 : INFO : EPOCH 18 - PROGRESS: at 16.41% examples, 693039 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:45,968 : INFO : EPOCH 18 - PROGRESS: at 16.73% examples, 692436 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:46,975 : INFO : EPOCH 18 - PROGRESS: at 17.03% examples, 691927 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:47,982 : INFO : EPOCH 18 - PROGRESS: at 17.38% examples, 691212 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:48,990 : INFO : EPOCH 18 - PROGRESS: at 17.71% examples, 690719 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:49,999 : INFO : EPOCH 18 - PROGRESS: at 18.03% examples, 690292 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:51,003 : INFO : EPOCH 18 - PROGRESS: at 18.36% examples, 689837 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:52,010 : INFO : EPOCH 18 - PROGRESS: at 18.68% examples, 689503 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:53,013 : INFO : EPOCH 18 - PROGRESS: at 19.00% examples, 689034 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:54,014 : INFO : EPOCH 18 - PROGRESS: at 19.33% examples, 688466 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:55,017 : INFO : EPOCH 18 - PROGRESS: at 19.68% examples, 687850 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:49:56,018 : INFO : EPOCH 18 - PROGRESS: at 19.99% examples, 687662 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:57,027 : INFO : EPOCH 18 - PROGRESS: at 20.29% examples, 687034 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:58,029 : INFO : EPOCH 18 - PROGRESS: at 20.63% examples, 686690 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:49:59,047 : INFO : EPOCH 18 - PROGRESS: at 20.93% examples, 686413 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:00,051 : INFO : EPOCH 18 - PROGRESS: at 21.24% examples, 686129 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:01,056 : INFO : EPOCH 18 - PROGRESS: at 21.55% examples, 685673 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:02,070 : INFO : EPOCH 18 - PROGRESS: at 21.89% examples, 685265 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:03,082 : INFO : EPOCH 18 - PROGRESS: at 22.20% examples, 684948 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:04,084 : INFO : EPOCH 18 - PROGRESS: at 22.52% examples, 684659 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:05,089 : INFO : EPOCH 18 - PROGRESS: at 22.84% examples, 684303 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:50:06,091 : INFO : EPOCH 18 - PROGRESS: at 23.16% examples, 683925 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:07,106 : INFO : EPOCH 18 - PROGRESS: at 23.48% examples, 683802 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:08,114 : INFO : EPOCH 18 - PROGRESS: at 23.80% examples, 683469 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:09,124 : INFO : EPOCH 18 - PROGRESS: at 24.12% examples, 683105 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:10,128 : INFO : EPOCH 18 - PROGRESS: at 24.43% examples, 682807 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:50:11,141 : INFO : EPOCH 18 - PROGRESS: at 24.74% examples, 682669 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:50:12,142 : INFO : EPOCH 18 - PROGRESS: at 25.04% examples, 682546 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:13,147 : INFO : EPOCH 18 - PROGRESS: at 25.35% examples, 682168 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:14,148 : INFO : EPOCH 18 - PROGRESS: at 25.66% examples, 681978 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:15,158 : INFO : EPOCH 18 - PROGRESS: at 25.98% examples, 681587 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:50:16,161 : INFO : EPOCH 18 - PROGRESS: at 26.30% examples, 681419 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:50:17,162 : INFO : EPOCH 18 - PROGRESS: at 26.61% examples, 681183 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:18,163 : INFO : EPOCH 18 - PROGRESS: at 26.94% examples, 680734 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:19,165 : INFO : EPOCH 18 - PROGRESS: at 27.26% examples, 680494 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:20,168 : INFO : EPOCH 18 - PROGRESS: at 27.58% examples, 680275 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:21,168 : INFO : EPOCH 18 - PROGRESS: at 27.90% examples, 680102 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:22,201 : INFO : EPOCH 18 - PROGRESS: at 28.22% examples, 679823 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:23,206 : INFO : EPOCH 18 - PROGRESS: at 28.54% examples, 679597 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:24,217 : INFO : EPOCH 18 - PROGRESS: at 28.86% examples, 679265 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:25,228 : INFO : EPOCH 18 - PROGRESS: at 29.19% examples, 679106 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:50:26,233 : INFO : EPOCH 18 - PROGRESS: at 29.52% examples, 678967 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:27,242 : INFO : EPOCH 18 - PROGRESS: at 29.85% examples, 678649 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:50:28,254 : INFO : EPOCH 18 - PROGRESS: at 30.17% examples, 678459 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:29,261 : INFO : EPOCH 18 - PROGRESS: at 30.48% examples, 678380 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:30,276 : INFO : EPOCH 18 - PROGRESS: at 30.82% examples, 678283 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:31,279 : INFO : EPOCH 18 - PROGRESS: at 31.15% examples, 678130 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:32,285 : INFO : EPOCH 18 - PROGRESS: at 31.47% examples, 677912 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:33,287 : INFO : EPOCH 18 - PROGRESS: at 31.78% examples, 677813 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:34,294 : INFO : EPOCH 18 - PROGRESS: at 32.11% examples, 677598 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:50:35,295 : INFO : EPOCH 18 - PROGRESS: at 32.42% examples, 677346 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:36,306 : INFO : EPOCH 18 - PROGRESS: at 32.74% examples, 677284 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:37,317 : INFO : EPOCH 18 - PROGRESS: at 33.07% examples, 677180 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:38,342 : INFO : EPOCH 18 - PROGRESS: at 33.38% examples, 677004 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:50:39,348 : INFO : EPOCH 18 - PROGRESS: at 33.70% examples, 676838 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:50:40,349 : INFO : EPOCH 18 - PROGRESS: at 34.03% examples, 676737 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:41,357 : INFO : EPOCH 18 - PROGRESS: at 34.34% examples, 676699 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:42,358 : INFO : EPOCH 18 - PROGRESS: at 34.66% examples, 676562 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:43,365 : INFO : EPOCH 18 - PROGRESS: at 34.96% examples, 676424 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:44,366 : INFO : EPOCH 18 - PROGRESS: at 35.28% examples, 676385 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:45,369 : INFO : EPOCH 18 - PROGRESS: at 35.64% examples, 676272 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:46,377 : INFO : EPOCH 18 - PROGRESS: at 35.97% examples, 676019 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:47,385 : INFO : EPOCH 18 - PROGRESS: at 36.27% examples, 675989 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:48,396 : INFO : EPOCH 18 - PROGRESS: at 36.57% examples, 675924 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:50:49,402 : INFO : EPOCH 18 - PROGRESS: at 36.89% examples, 675744 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:50,416 : INFO : EPOCH 18 - PROGRESS: at 37.22% examples, 675575 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:51,435 : INFO : EPOCH 18 - PROGRESS: at 37.54% examples, 675462 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:52,450 : INFO : EPOCH 18 - PROGRESS: at 37.85% examples, 675348 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:53,461 : INFO : EPOCH 18 - PROGRESS: at 38.20% examples, 675192 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:54,464 : INFO : EPOCH 18 - PROGRESS: at 38.52% examples, 675148 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:50:55,467 : INFO : EPOCH 18 - PROGRESS: at 38.84% examples, 675024 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:56,477 : INFO : EPOCH 18 - PROGRESS: at 39.17% examples, 674981 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:57,501 : INFO : EPOCH 18 - PROGRESS: at 39.49% examples, 674871 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:58,501 : INFO : EPOCH 18 - PROGRESS: at 39.82% examples, 674854 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:50:59,517 : INFO : EPOCH 18 - PROGRESS: at 40.13% examples, 674773 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:00,527 : INFO : EPOCH 18 - PROGRESS: at 40.46% examples, 674675 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:01,549 : INFO : EPOCH 18 - PROGRESS: at 40.77% examples, 674577 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:02,564 : INFO : EPOCH 18 - PROGRESS: at 41.10% examples, 674482 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:51:03,567 : INFO : EPOCH 18 - PROGRESS: at 41.43% examples, 674358 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:04,572 : INFO : EPOCH 18 - PROGRESS: at 41.73% examples, 674285 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:05,595 : INFO : EPOCH 18 - PROGRESS: at 42.06% examples, 674087 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:51:06,597 : INFO : EPOCH 18 - PROGRESS: at 42.36% examples, 674012 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:07,616 : INFO : EPOCH 18 - PROGRESS: at 42.70% examples, 673942 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:08,623 : INFO : EPOCH 18 - PROGRESS: at 43.01% examples, 673815 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:09,627 : INFO : EPOCH 18 - PROGRESS: at 43.34% examples, 673748 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:10,639 : INFO : EPOCH 18 - PROGRESS: at 43.65% examples, 673645 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:11,642 : INFO : EPOCH 18 - PROGRESS: at 44.00% examples, 673522 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:51:12,643 : INFO : EPOCH 18 - PROGRESS: at 44.33% examples, 673479 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:13,644 : INFO : EPOCH 18 - PROGRESS: at 44.67% examples, 673438 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:51:14,666 : INFO : EPOCH 18 - PROGRESS: at 44.98% examples, 673269 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:51:15,670 : INFO : EPOCH 18 - PROGRESS: at 45.34% examples, 673188 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:51:16,677 : INFO : EPOCH 18 - PROGRESS: at 45.66% examples, 673164 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:17,698 : INFO : EPOCH 18 - PROGRESS: at 45.99% examples, 672992 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:18,702 : INFO : EPOCH 18 - PROGRESS: at 46.31% examples, 672991 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:19,719 : INFO : EPOCH 18 - PROGRESS: at 46.62% examples, 672874 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:20,722 : INFO : EPOCH 18 - PROGRESS: at 46.95% examples, 672807 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:21,722 : INFO : EPOCH 18 - PROGRESS: at 47.27% examples, 672699 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:51:22,726 : INFO : EPOCH 18 - PROGRESS: at 47.60% examples, 672605 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:23,736 : INFO : EPOCH 18 - PROGRESS: at 47.92% examples, 672492 words/s, in_qsize 8, out_qsize 1
2020-07-24 07:51:24,738 : INFO : EPOCH 18 - PROGRESS: at 48.23% examples, 672549 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:51:25,739 : INFO : EPOCH 18 - PROGRESS: at 48.56% examples, 672484 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:26,746 : INFO : EPOCH 18 - PROGRESS: at 48.87% examples, 672410 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:27,760 : INFO : EPOCH 18 - PROGRESS: at 49.18% examples, 672304 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:28,773 : INFO : EPOCH 18 - PROGRESS: at 49.53% examples, 672223 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:29,781 : INFO : EPOCH 18 - PROGRESS: at 49.86% examples, 672138 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:30,784 : INFO : EPOCH 18 - PROGRESS: at 50.20% examples, 672138 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:31,792 : INFO : EPOCH 18 - PROGRESS: at 50.53% examples, 672011 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:32,797 : INFO : EPOCH 18 - PROGRESS: at 50.87% examples, 671935 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:33,803 : INFO : EPOCH 18 - PROGRESS: at 51.22% examples, 671856 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:34,817 : INFO : EPOCH 18 - PROGRESS: at 51.54% examples, 671766 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:35,824 : INFO : EPOCH 18 - PROGRESS: at 51.87% examples, 671700 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:51:36,846 : INFO : EPOCH 18 - PROGRESS: at 52.19% examples, 671660 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:37,863 : INFO : EPOCH 18 - PROGRESS: at 52.53% examples, 671619 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:38,896 : INFO : EPOCH 18 - PROGRESS: at 52.87% examples, 671445 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:39,912 : INFO : EPOCH 18 - PROGRESS: at 53.20% examples, 671232 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:40,913 : INFO : EPOCH 18 - PROGRESS: at 53.49% examples, 671040 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:41,920 : INFO : EPOCH 18 - PROGRESS: at 53.78% examples, 670750 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:42,946 : INFO : EPOCH 18 - PROGRESS: at 54.05% examples, 670117 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:43,956 : INFO : EPOCH 18 - PROGRESS: at 54.37% examples, 669909 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:44,965 : INFO : EPOCH 18 - PROGRESS: at 54.73% examples, 670301 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:45,981 : INFO : EPOCH 18 - PROGRESS: at 55.10% examples, 670647 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:46,992 : INFO : EPOCH 18 - PROGRESS: at 55.49% examples, 670983 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:48,010 : INFO : EPOCH 18 - PROGRESS: at 55.83% examples, 671325 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:49,013 : INFO : EPOCH 18 - PROGRESS: at 56.19% examples, 671716 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:50,015 : INFO : EPOCH 18 - PROGRESS: at 56.57% examples, 672022 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:51,021 : INFO : EPOCH 18 - PROGRESS: at 56.92% examples, 672326 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:51:52,026 : INFO : EPOCH 18 - PROGRESS: at 57.29% examples, 672664 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:53,028 : INFO : EPOCH 18 - PROGRESS: at 57.67% examples, 673061 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:54,037 : INFO : EPOCH 18 - PROGRESS: at 58.03% examples, 673433 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:55,044 : INFO : EPOCH 18 - PROGRESS: at 58.38% examples, 673781 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:56,064 : INFO : EPOCH 18 - PROGRESS: at 58.74% examples, 674100 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:57,068 : INFO : EPOCH 18 - PROGRESS: at 59.09% examples, 674436 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:58,077 : INFO : EPOCH 18 - PROGRESS: at 59.45% examples, 674672 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:51:59,088 : INFO : EPOCH 18 - PROGRESS: at 59.78% examples, 675055 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:00,103 : INFO : EPOCH 18 - PROGRESS: at 60.13% examples, 675309 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:01,106 : INFO : EPOCH 18 - PROGRESS: at 60.50% examples, 675566 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:52:02,106 : INFO : EPOCH 18 - PROGRESS: at 60.87% examples, 675916 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:03,110 : INFO : EPOCH 18 - PROGRESS: at 61.20% examples, 676168 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:04,128 : INFO : EPOCH 18 - PROGRESS: at 61.57% examples, 676404 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:05,130 : INFO : EPOCH 18 - PROGRESS: at 61.91% examples, 676690 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:52:06,139 : INFO : EPOCH 18 - PROGRESS: at 62.27% examples, 676999 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:07,145 : INFO : EPOCH 18 - PROGRESS: at 62.63% examples, 677272 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:08,147 : INFO : EPOCH 18 - PROGRESS: at 62.98% examples, 677429 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:09,150 : INFO : EPOCH 18 - PROGRESS: at 63.32% examples, 677325 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:10,154 : INFO : EPOCH 18 - PROGRESS: at 63.65% examples, 677254 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:52:11,172 : INFO : EPOCH 18 - PROGRESS: at 63.98% examples, 677181 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:12,173 : INFO : EPOCH 18 - PROGRESS: at 64.27% examples, 677143 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:13,178 : INFO : EPOCH 18 - PROGRESS: at 64.59% examples, 677029 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:52:14,201 : INFO : EPOCH 18 - PROGRESS: at 64.91% examples, 676948 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:15,203 : INFO : EPOCH 18 - PROGRESS: at 65.22% examples, 676962 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:16,213 : INFO : EPOCH 18 - PROGRESS: at 65.53% examples, 676903 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:17,230 : INFO : EPOCH 18 - PROGRESS: at 65.87% examples, 676845 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:18,237 : INFO : EPOCH 18 - PROGRESS: at 66.21% examples, 676761 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:19,249 : INFO : EPOCH 18 - PROGRESS: at 66.52% examples, 676701 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:20,272 : INFO : EPOCH 18 - PROGRESS: at 66.84% examples, 676603 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:21,272 : INFO : EPOCH 18 - PROGRESS: at 67.16% examples, 676551 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:22,273 : INFO : EPOCH 18 - PROGRESS: at 67.48% examples, 676499 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:23,282 : INFO : EPOCH 18 - PROGRESS: at 67.80% examples, 676436 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:24,292 : INFO : EPOCH 18 - PROGRESS: at 68.11% examples, 676387 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:25,296 : INFO : EPOCH 18 - PROGRESS: at 68.44% examples, 676319 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:26,297 : INFO : EPOCH 18 - PROGRESS: at 68.79% examples, 676223 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:27,307 : INFO : EPOCH 18 - PROGRESS: at 69.11% examples, 676179 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:28,319 : INFO : EPOCH 18 - PROGRESS: at 69.44% examples, 676095 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:29,338 : INFO : EPOCH 18 - PROGRESS: at 69.77% examples, 675992 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:30,349 : INFO : EPOCH 18 - PROGRESS: at 70.09% examples, 675912 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:31,350 : INFO : EPOCH 18 - PROGRESS: at 70.40% examples, 675880 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:32,374 : INFO : EPOCH 18 - PROGRESS: at 70.69% examples, 675797 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:33,388 : INFO : EPOCH 18 - PROGRESS: at 71.03% examples, 675725 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:34,403 : INFO : EPOCH 18 - PROGRESS: at 71.36% examples, 675693 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:35,412 : INFO : EPOCH 18 - PROGRESS: at 71.68% examples, 675624 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:36,424 : INFO : EPOCH 18 - PROGRESS: at 72.00% examples, 675588 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:37,445 : INFO : EPOCH 18 - PROGRESS: at 72.34% examples, 675504 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:38,463 : INFO : EPOCH 18 - PROGRESS: at 72.66% examples, 675441 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:39,465 : INFO : EPOCH 18 - PROGRESS: at 72.97% examples, 675397 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:40,474 : INFO : EPOCH 18 - PROGRESS: at 73.30% examples, 675295 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:52:41,486 : INFO : EPOCH 18 - PROGRESS: at 73.63% examples, 675266 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:42,491 : INFO : EPOCH 18 - PROGRESS: at 73.94% examples, 675244 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:43,495 : INFO : EPOCH 18 - PROGRESS: at 74.25% examples, 675211 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:44,520 : INFO : EPOCH 18 - PROGRESS: at 74.56% examples, 675152 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:45,525 : INFO : EPOCH 18 - PROGRESS: at 74.90% examples, 675109 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:46,536 : INFO : EPOCH 18 - PROGRESS: at 75.21% examples, 675029 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:47,542 : INFO : EPOCH 18 - PROGRESS: at 75.54% examples, 674920 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:52:48,545 : INFO : EPOCH 18 - PROGRESS: at 75.87% examples, 674871 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:49,555 : INFO : EPOCH 18 - PROGRESS: at 76.19% examples, 674834 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:50,573 : INFO : EPOCH 18 - PROGRESS: at 76.49% examples, 674783 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:51,592 : INFO : EPOCH 18 - PROGRESS: at 76.80% examples, 674769 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:52,606 : INFO : EPOCH 18 - PROGRESS: at 77.11% examples, 674755 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:53,608 : INFO : EPOCH 18 - PROGRESS: at 77.43% examples, 674704 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:54,609 : INFO : EPOCH 18 - PROGRESS: at 77.75% examples, 674645 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:55,630 : INFO : EPOCH 18 - PROGRESS: at 78.08% examples, 674553 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:56,630 : INFO : EPOCH 18 - PROGRESS: at 78.41% examples, 674499 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:57,637 : INFO : EPOCH 18 - PROGRESS: at 78.74% examples, 674489 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:58,643 : INFO : EPOCH 18 - PROGRESS: at 79.06% examples, 674386 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:52:59,650 : INFO : EPOCH 18 - PROGRESS: at 79.37% examples, 674300 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:00,661 : INFO : EPOCH 18 - PROGRESS: at 79.69% examples, 674224 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:01,666 : INFO : EPOCH 18 - PROGRESS: at 80.01% examples, 674200 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:53:02,670 : INFO : EPOCH 18 - PROGRESS: at 80.33% examples, 674122 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:53:03,673 : INFO : EPOCH 18 - PROGRESS: at 80.65% examples, 674090 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:04,674 : INFO : EPOCH 18 - PROGRESS: at 80.99% examples, 674076 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:05,680 : INFO : EPOCH 18 - PROGRESS: at 81.30% examples, 674005 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:06,686 : INFO : EPOCH 18 - PROGRESS: at 81.61% examples, 673969 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:07,689 : INFO : EPOCH 18 - PROGRESS: at 81.94% examples, 673909 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:08,691 : INFO : EPOCH 18 - PROGRESS: at 82.26% examples, 673840 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:09,695 : INFO : EPOCH 18 - PROGRESS: at 82.58% examples, 673761 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:10,699 : INFO : EPOCH 18 - PROGRESS: at 82.92% examples, 673702 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:11,718 : INFO : EPOCH 18 - PROGRESS: at 83.25% examples, 673639 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:12,743 : INFO : EPOCH 18 - PROGRESS: at 83.57% examples, 673579 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:13,749 : INFO : EPOCH 18 - PROGRESS: at 83.90% examples, 673544 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:53:14,755 : INFO : EPOCH 18 - PROGRESS: at 84.23% examples, 673536 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:15,766 : INFO : EPOCH 18 - PROGRESS: at 84.56% examples, 673473 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:16,773 : INFO : EPOCH 18 - PROGRESS: at 84.89% examples, 673410 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:17,787 : INFO : EPOCH 18 - PROGRESS: at 85.21% examples, 673370 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:18,814 : INFO : EPOCH 18 - PROGRESS: at 85.57% examples, 673279 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:19,821 : INFO : EPOCH 18 - PROGRESS: at 85.90% examples, 673255 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:20,838 : INFO : EPOCH 18 - PROGRESS: at 86.24% examples, 673207 words/s, in_qsize 8, out_qsize 1
2020-07-24 07:53:21,847 : INFO : EPOCH 18 - PROGRESS: at 86.58% examples, 673157 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:22,850 : INFO : EPOCH 18 - PROGRESS: at 86.90% examples, 673107 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:23,854 : INFO : EPOCH 18 - PROGRESS: at 87.19% examples, 673082 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:53:24,870 : INFO : EPOCH 18 - PROGRESS: at 87.51% examples, 672985 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:53:25,872 : INFO : EPOCH 18 - PROGRESS: at 87.85% examples, 672979 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:26,873 : INFO : EPOCH 18 - PROGRESS: at 88.19% examples, 672887 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:27,882 : INFO : EPOCH 18 - PROGRESS: at 88.53% examples, 672871 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:28,887 : INFO : EPOCH 18 - PROGRESS: at 88.87% examples, 672830 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:29,905 : INFO : EPOCH 18 - PROGRESS: at 89.21% examples, 672814 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:30,907 : INFO : EPOCH 18 - PROGRESS: at 89.53% examples, 672794 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:53:31,908 : INFO : EPOCH 18 - PROGRESS: at 89.85% examples, 672757 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:32,915 : INFO : EPOCH 18 - PROGRESS: at 90.17% examples, 672664 words/s, in_qsize 8, out_qsize 1
2020-07-24 07:53:33,939 : INFO : EPOCH 18 - PROGRESS: at 90.49% examples, 672615 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:34,951 : INFO : EPOCH 18 - PROGRESS: at 90.81% examples, 672608 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:35,952 : INFO : EPOCH 18 - PROGRESS: at 91.11% examples, 672562 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:36,968 : INFO : EPOCH 18 - PROGRESS: at 91.42% examples, 672499 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:37,985 : INFO : EPOCH 18 - PROGRESS: at 91.74% examples, 672454 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:38,993 : INFO : EPOCH 18 - PROGRESS: at 92.08% examples, 672420 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:53:39,993 : INFO : EPOCH 18 - PROGRESS: at 92.40% examples, 672400 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:40,996 : INFO : EPOCH 18 - PROGRESS: at 92.73% examples, 672344 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:42,004 : INFO : EPOCH 18 - PROGRESS: at 93.07% examples, 672310 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:43,007 : INFO : EPOCH 18 - PROGRESS: at 93.39% examples, 672269 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:44,009 : INFO : EPOCH 18 - PROGRESS: at 93.70% examples, 672190 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:45,020 : INFO : EPOCH 18 - PROGRESS: at 94.00% examples, 672170 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:53:46,037 : INFO : EPOCH 18 - PROGRESS: at 94.34% examples, 672133 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:47,044 : INFO : EPOCH 18 - PROGRESS: at 94.66% examples, 672137 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:48,056 : INFO : EPOCH 18 - PROGRESS: at 94.98% examples, 672093 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:49,077 : INFO : EPOCH 18 - PROGRESS: at 95.33% examples, 672040 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:53:50,085 : INFO : EPOCH 18 - PROGRESS: at 95.65% examples, 672030 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:51,092 : INFO : EPOCH 18 - PROGRESS: at 95.97% examples, 672001 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:52,115 : INFO : EPOCH 18 - PROGRESS: at 96.31% examples, 671920 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:53,118 : INFO : EPOCH 18 - PROGRESS: at 96.63% examples, 671958 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:54,129 : INFO : EPOCH 18 - PROGRESS: at 96.97% examples, 671875 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:55,133 : INFO : EPOCH 18 - PROGRESS: at 97.30% examples, 671874 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:56,158 : INFO : EPOCH 18 - PROGRESS: at 97.62% examples, 671803 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:53:57,164 : INFO : EPOCH 18 - PROGRESS: at 97.95% examples, 671775 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:58,171 : INFO : EPOCH 18 - PROGRESS: at 98.28% examples, 671738 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:53:59,173 : INFO : EPOCH 18 - PROGRESS: at 98.62% examples, 671709 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:00,179 : INFO : EPOCH 18 - PROGRESS: at 98.93% examples, 671667 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:01,183 : INFO : EPOCH 18 - PROGRESS: at 99.25% examples, 671631 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:54:02,194 : INFO : EPOCH 18 - PROGRESS: at 99.56% examples, 671592 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:54:03,211 : INFO : EPOCH 18 - PROGRESS: at 99.88% examples, 671549 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:03,557 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 07:54:03,568 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 07:54:03,578 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 07:54:03,589 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 07:54:03,590 : INFO : EPOCH - 18 : training on 265101461 raw words (206123345 effective words) took 306.9s, 671557 effective words/s
2020-07-24 07:54:04,600 : INFO : EPOCH 19 - PROGRESS: at 0.32% examples, 636854 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:05,612 : INFO : EPOCH 19 - PROGRESS: at 0.65% examples, 652330 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:06,613 : INFO : EPOCH 19 - PROGRESS: at 0.99% examples, 654561 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:07,614 : INFO : EPOCH 19 - PROGRESS: at 1.32% examples, 657243 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:54:08,619 : INFO : EPOCH 19 - PROGRESS: at 1.64% examples, 655242 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:09,641 : INFO : EPOCH 19 - PROGRESS: at 1.97% examples, 658632 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:10,653 : INFO : EPOCH 19 - PROGRESS: at 2.30% examples, 658775 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:54:11,663 : INFO : EPOCH 19 - PROGRESS: at 2.62% examples, 660576 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:12,669 : INFO : EPOCH 19 - PROGRESS: at 2.95% examples, 660260 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:54:13,684 : INFO : EPOCH 19 - PROGRESS: at 3.28% examples, 660510 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:14,687 : INFO : EPOCH 19 - PROGRESS: at 3.62% examples, 660537 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:15,694 : INFO : EPOCH 19 - PROGRESS: at 3.92% examples, 659647 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:16,705 : INFO : EPOCH 19 - PROGRESS: at 4.26% examples, 660541 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:54:17,708 : INFO : EPOCH 19 - PROGRESS: at 4.61% examples, 660138 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:18,721 : INFO : EPOCH 19 - PROGRESS: at 4.91% examples, 659091 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:54:19,750 : INFO : EPOCH 19 - PROGRESS: at 5.23% examples, 657108 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:20,761 : INFO : EPOCH 19 - PROGRESS: at 5.54% examples, 655940 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:54:21,767 : INFO : EPOCH 19 - PROGRESS: at 5.86% examples, 655018 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:22,777 : INFO : EPOCH 19 - PROGRESS: at 6.14% examples, 650200 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:23,784 : INFO : EPOCH 19 - PROGRESS: at 6.48% examples, 652227 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:24,793 : INFO : EPOCH 19 - PROGRESS: at 6.84% examples, 655945 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:25,797 : INFO : EPOCH 19 - PROGRESS: at 7.17% examples, 659309 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:26,823 : INFO : EPOCH 19 - PROGRESS: at 7.54% examples, 662341 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:27,828 : INFO : EPOCH 19 - PROGRESS: at 7.89% examples, 665724 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:28,830 : INFO : EPOCH 19 - PROGRESS: at 8.26% examples, 668505 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:29,832 : INFO : EPOCH 19 - PROGRESS: at 8.60% examples, 670024 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:30,839 : INFO : EPOCH 19 - PROGRESS: at 8.91% examples, 669904 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:31,846 : INFO : EPOCH 19 - PROGRESS: at 9.23% examples, 669704 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:32,847 : INFO : EPOCH 19 - PROGRESS: at 9.56% examples, 669149 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:33,856 : INFO : EPOCH 19 - PROGRESS: at 9.88% examples, 668967 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:34,861 : INFO : EPOCH 19 - PROGRESS: at 10.21% examples, 668904 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:35,870 : INFO : EPOCH 19 - PROGRESS: at 10.55% examples, 668760 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:36,874 : INFO : EPOCH 19 - PROGRESS: at 10.89% examples, 668632 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:37,878 : INFO : EPOCH 19 - PROGRESS: at 11.20% examples, 668420 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:54:38,882 : INFO : EPOCH 19 - PROGRESS: at 11.57% examples, 668279 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:39,886 : INFO : EPOCH 19 - PROGRESS: at 11.91% examples, 668045 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:40,895 : INFO : EPOCH 19 - PROGRESS: at 12.23% examples, 667976 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:41,896 : INFO : EPOCH 19 - PROGRESS: at 12.56% examples, 668136 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:54:42,900 : INFO : EPOCH 19 - PROGRESS: at 12.87% examples, 668086 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:43,904 : INFO : EPOCH 19 - PROGRESS: at 13.22% examples, 667628 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:54:44,905 : INFO : EPOCH 19 - PROGRESS: at 13.53% examples, 667658 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:45,905 : INFO : EPOCH 19 - PROGRESS: at 13.85% examples, 667552 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:54:46,924 : INFO : EPOCH 19 - PROGRESS: at 14.15% examples, 667621 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:47,936 : INFO : EPOCH 19 - PROGRESS: at 14.50% examples, 667818 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:48,957 : INFO : EPOCH 19 - PROGRESS: at 14.83% examples, 667542 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:49,977 : INFO : EPOCH 19 - PROGRESS: at 15.17% examples, 667473 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:54:50,996 : INFO : EPOCH 19 - PROGRESS: at 15.51% examples, 667428 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:54:51,997 : INFO : EPOCH 19 - PROGRESS: at 15.86% examples, 667440 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:53,009 : INFO : EPOCH 19 - PROGRESS: at 16.16% examples, 667127 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:54,011 : INFO : EPOCH 19 - PROGRESS: at 16.49% examples, 667191 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:55,027 : INFO : EPOCH 19 - PROGRESS: at 16.80% examples, 667014 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:56,036 : INFO : EPOCH 19 - PROGRESS: at 17.11% examples, 666834 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:57,045 : INFO : EPOCH 19 - PROGRESS: at 17.46% examples, 666745 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:58,065 : INFO : EPOCH 19 - PROGRESS: at 17.80% examples, 666713 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:54:59,076 : INFO : EPOCH 19 - PROGRESS: at 18.10% examples, 666831 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:55:00,091 : INFO : EPOCH 19 - PROGRESS: at 18.43% examples, 666679 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:01,092 : INFO : EPOCH 19 - PROGRESS: at 18.76% examples, 666682 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:55:02,099 : INFO : EPOCH 19 - PROGRESS: at 19.08% examples, 666521 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:03,103 : INFO : EPOCH 19 - PROGRESS: at 19.41% examples, 666402 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:04,104 : INFO : EPOCH 19 - PROGRESS: at 19.76% examples, 666219 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:55:05,116 : INFO : EPOCH 19 - PROGRESS: at 20.07% examples, 666107 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:06,118 : INFO : EPOCH 19 - PROGRESS: at 20.38% examples, 666122 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:07,120 : INFO : EPOCH 19 - PROGRESS: at 20.70% examples, 665870 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:55:08,140 : INFO : EPOCH 19 - PROGRESS: at 21.00% examples, 665881 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:09,147 : INFO : EPOCH 19 - PROGRESS: at 21.32% examples, 665831 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:10,149 : INFO : EPOCH 19 - PROGRESS: at 21.62% examples, 665876 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:11,160 : INFO : EPOCH 19 - PROGRESS: at 21.97% examples, 665713 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:12,160 : INFO : EPOCH 19 - PROGRESS: at 22.27% examples, 665747 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:13,173 : INFO : EPOCH 19 - PROGRESS: at 22.59% examples, 665721 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:14,200 : INFO : EPOCH 19 - PROGRESS: at 22.90% examples, 665626 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:15,201 : INFO : EPOCH 19 - PROGRESS: at 23.24% examples, 665778 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:16,213 : INFO : EPOCH 19 - PROGRESS: at 23.56% examples, 665898 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:55:17,214 : INFO : EPOCH 19 - PROGRESS: at 23.88% examples, 665981 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:18,215 : INFO : EPOCH 19 - PROGRESS: at 24.20% examples, 665958 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:19,239 : INFO : EPOCH 19 - PROGRESS: at 24.51% examples, 665923 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:20,254 : INFO : EPOCH 19 - PROGRESS: at 24.82% examples, 665883 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:55:21,254 : INFO : EPOCH 19 - PROGRESS: at 25.13% examples, 665822 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:55:22,280 : INFO : EPOCH 19 - PROGRESS: at 25.44% examples, 665751 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:55:23,300 : INFO : EPOCH 19 - PROGRESS: at 25.76% examples, 665817 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:24,309 : INFO : EPOCH 19 - PROGRESS: at 26.10% examples, 665759 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:25,323 : INFO : EPOCH 19 - PROGRESS: at 26.42% examples, 665766 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:26,325 : INFO : EPOCH 19 - PROGRESS: at 26.75% examples, 665786 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:55:27,328 : INFO : EPOCH 19 - PROGRESS: at 27.06% examples, 665785 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:28,332 : INFO : EPOCH 19 - PROGRESS: at 27.39% examples, 665609 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:29,335 : INFO : EPOCH 19 - PROGRESS: at 27.72% examples, 665660 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:30,342 : INFO : EPOCH 19 - PROGRESS: at 28.03% examples, 665696 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:31,346 : INFO : EPOCH 19 - PROGRESS: at 28.35% examples, 665820 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:32,346 : INFO : EPOCH 19 - PROGRESS: at 28.68% examples, 665696 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:33,353 : INFO : EPOCH 19 - PROGRESS: at 29.00% examples, 665769 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:34,364 : INFO : EPOCH 19 - PROGRESS: at 29.33% examples, 665575 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:35,376 : INFO : EPOCH 19 - PROGRESS: at 29.64% examples, 665490 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:36,376 : INFO : EPOCH 19 - PROGRESS: at 29.98% examples, 665408 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:37,377 : INFO : EPOCH 19 - PROGRESS: at 30.30% examples, 665380 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:55:38,389 : INFO : EPOCH 19 - PROGRESS: at 30.62% examples, 665424 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:39,394 : INFO : EPOCH 19 - PROGRESS: at 30.94% examples, 665487 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:55:40,396 : INFO : EPOCH 19 - PROGRESS: at 31.28% examples, 665383 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:41,397 : INFO : EPOCH 19 - PROGRESS: at 31.58% examples, 665367 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:42,406 : INFO : EPOCH 19 - PROGRESS: at 31.90% examples, 665317 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:43,409 : INFO : EPOCH 19 - PROGRESS: at 32.23% examples, 665280 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:55:44,411 : INFO : EPOCH 19 - PROGRESS: at 32.55% examples, 665317 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:55:45,418 : INFO : EPOCH 19 - PROGRESS: at 32.86% examples, 665278 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:46,422 : INFO : EPOCH 19 - PROGRESS: at 33.18% examples, 665296 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:47,426 : INFO : EPOCH 19 - PROGRESS: at 33.51% examples, 665259 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:48,436 : INFO : EPOCH 19 - PROGRESS: at 33.82% examples, 665256 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:49,439 : INFO : EPOCH 19 - PROGRESS: at 34.13% examples, 665172 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:50,445 : INFO : EPOCH 19 - PROGRESS: at 34.46% examples, 665169 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:51,459 : INFO : EPOCH 19 - PROGRESS: at 34.76% examples, 665256 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:52,462 : INFO : EPOCH 19 - PROGRESS: at 35.08% examples, 665296 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:53,464 : INFO : EPOCH 19 - PROGRESS: at 35.41% examples, 665270 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:54,485 : INFO : EPOCH 19 - PROGRESS: at 35.76% examples, 665175 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:55,491 : INFO : EPOCH 19 - PROGRESS: at 36.07% examples, 665219 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:56,493 : INFO : EPOCH 19 - PROGRESS: at 36.37% examples, 665338 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:57,497 : INFO : EPOCH 19 - PROGRESS: at 36.69% examples, 665171 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:55:58,508 : INFO : EPOCH 19 - PROGRESS: at 37.01% examples, 665155 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:55:59,515 : INFO : EPOCH 19 - PROGRESS: at 37.33% examples, 665122 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:56:00,522 : INFO : EPOCH 19 - PROGRESS: at 37.66% examples, 665028 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:01,532 : INFO : EPOCH 19 - PROGRESS: at 37.98% examples, 665117 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:02,540 : INFO : EPOCH 19 - PROGRESS: at 38.30% examples, 665123 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:03,541 : INFO : EPOCH 19 - PROGRESS: at 38.64% examples, 665153 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:04,543 : INFO : EPOCH 19 - PROGRESS: at 38.95% examples, 665061 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:56:05,549 : INFO : EPOCH 19 - PROGRESS: at 39.28% examples, 665094 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:06,558 : INFO : EPOCH 19 - PROGRESS: at 39.60% examples, 665062 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:07,562 : INFO : EPOCH 19 - PROGRESS: at 39.92% examples, 665108 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:08,574 : INFO : EPOCH 19 - PROGRESS: at 40.23% examples, 665128 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:09,581 : INFO : EPOCH 19 - PROGRESS: at 40.57% examples, 665172 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:10,584 : INFO : EPOCH 19 - PROGRESS: at 40.87% examples, 665103 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:11,592 : INFO : EPOCH 19 - PROGRESS: at 41.20% examples, 665121 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:12,612 : INFO : EPOCH 19 - PROGRESS: at 41.53% examples, 665080 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:13,625 : INFO : EPOCH 19 - PROGRESS: at 41.85% examples, 665088 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:14,637 : INFO : EPOCH 19 - PROGRESS: at 42.17% examples, 665137 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:15,638 : INFO : EPOCH 19 - PROGRESS: at 42.48% examples, 665128 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:16,643 : INFO : EPOCH 19 - PROGRESS: at 42.82% examples, 665075 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:17,644 : INFO : EPOCH 19 - PROGRESS: at 43.12% examples, 665075 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:18,651 : INFO : EPOCH 19 - PROGRESS: at 43.46% examples, 664976 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:19,665 : INFO : EPOCH 19 - PROGRESS: at 43.77% examples, 664913 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:20,681 : INFO : EPOCH 19 - PROGRESS: at 44.11% examples, 664851 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:56:21,692 : INFO : EPOCH 19 - PROGRESS: at 44.45% examples, 664808 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:22,699 : INFO : EPOCH 19 - PROGRESS: at 44.77% examples, 664783 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:23,710 : INFO : EPOCH 19 - PROGRESS: at 45.12% examples, 664808 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:24,732 : INFO : EPOCH 19 - PROGRESS: at 45.46% examples, 664735 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:25,736 : INFO : EPOCH 19 - PROGRESS: at 45.76% examples, 664749 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:56:26,758 : INFO : EPOCH 19 - PROGRESS: at 46.11% examples, 664754 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:27,759 : INFO : EPOCH 19 - PROGRESS: at 46.42% examples, 664839 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:28,764 : INFO : EPOCH 19 - PROGRESS: at 46.74% examples, 664746 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:29,780 : INFO : EPOCH 19 - PROGRESS: at 47.06% examples, 664667 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:30,791 : INFO : EPOCH 19 - PROGRESS: at 47.39% examples, 664694 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:31,805 : INFO : EPOCH 19 - PROGRESS: at 47.72% examples, 664665 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:32,814 : INFO : EPOCH 19 - PROGRESS: at 48.05% examples, 664667 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:33,817 : INFO : EPOCH 19 - PROGRESS: at 48.37% examples, 664715 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:34,835 : INFO : EPOCH 19 - PROGRESS: at 48.68% examples, 664645 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:56:35,861 : INFO : EPOCH 19 - PROGRESS: at 49.00% examples, 664620 words/s, in_qsize 5, out_qsize 2
2020-07-24 07:56:36,862 : INFO : EPOCH 19 - PROGRESS: at 49.33% examples, 664654 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:56:37,878 : INFO : EPOCH 19 - PROGRESS: at 49.67% examples, 664654 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:38,881 : INFO : EPOCH 19 - PROGRESS: at 50.01% examples, 664594 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:39,887 : INFO : EPOCH 19 - PROGRESS: at 50.35% examples, 664622 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:56:40,888 : INFO : EPOCH 19 - PROGRESS: at 50.68% examples, 664528 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:41,905 : INFO : EPOCH 19 - PROGRESS: at 51.02% examples, 664486 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:56:42,919 : INFO : EPOCH 19 - PROGRESS: at 51.35% examples, 664449 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:56:43,923 : INFO : EPOCH 19 - PROGRESS: at 51.68% examples, 664442 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:56:44,950 : INFO : EPOCH 19 - PROGRESS: at 52.00% examples, 664398 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:56:45,971 : INFO : EPOCH 19 - PROGRESS: at 52.35% examples, 664373 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:46,971 : INFO : EPOCH 19 - PROGRESS: at 52.65% examples, 664389 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:47,971 : INFO : EPOCH 19 - PROGRESS: at 53.00% examples, 664332 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:48,981 : INFO : EPOCH 19 - PROGRESS: at 53.32% examples, 664313 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:49,982 : INFO : EPOCH 19 - PROGRESS: at 53.63% examples, 664324 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:50,984 : INFO : EPOCH 19 - PROGRESS: at 53.94% examples, 664339 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:56:51,988 : INFO : EPOCH 19 - PROGRESS: at 54.25% examples, 664330 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:52,994 : INFO : EPOCH 19 - PROGRESS: at 54.59% examples, 664287 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:53,997 : INFO : EPOCH 19 - PROGRESS: at 54.92% examples, 664259 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:56:54,997 : INFO : EPOCH 19 - PROGRESS: at 55.25% examples, 664226 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:56,012 : INFO : EPOCH 19 - PROGRESS: at 55.58% examples, 664196 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:57,014 : INFO : EPOCH 19 - PROGRESS: at 55.91% examples, 664252 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:58,014 : INFO : EPOCH 19 - PROGRESS: at 56.23% examples, 664207 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:56:59,020 : INFO : EPOCH 19 - PROGRESS: at 56.56% examples, 664042 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:00,021 : INFO : EPOCH 19 - PROGRESS: at 56.87% examples, 663788 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:01,027 : INFO : EPOCH 19 - PROGRESS: at 57.18% examples, 663625 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:02,029 : INFO : EPOCH 19 - PROGRESS: at 57.50% examples, 663249 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:03,045 : INFO : EPOCH 19 - PROGRESS: at 57.76% examples, 662737 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:04,059 : INFO : EPOCH 19 - PROGRESS: at 58.12% examples, 662995 words/s, in_qsize 7, out_qsize 1
2020-07-24 07:57:05,060 : INFO : EPOCH 19 - PROGRESS: at 58.47% examples, 663436 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:57:06,062 : INFO : EPOCH 19 - PROGRESS: at 58.83% examples, 663752 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:07,068 : INFO : EPOCH 19 - PROGRESS: at 59.18% examples, 664115 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:08,069 : INFO : EPOCH 19 - PROGRESS: at 59.53% examples, 664494 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:09,074 : INFO : EPOCH 19 - PROGRESS: at 59.86% examples, 664823 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:10,082 : INFO : EPOCH 19 - PROGRESS: at 60.20% examples, 665185 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:11,085 : INFO : EPOCH 19 - PROGRESS: at 60.59% examples, 665550 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:12,087 : INFO : EPOCH 19 - PROGRESS: at 60.95% examples, 665882 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:13,092 : INFO : EPOCH 19 - PROGRESS: at 61.30% examples, 666223 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:14,092 : INFO : EPOCH 19 - PROGRESS: at 61.64% examples, 666567 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:15,096 : INFO : EPOCH 19 - PROGRESS: at 62.00% examples, 666987 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:16,112 : INFO : EPOCH 19 - PROGRESS: at 62.37% examples, 667301 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:17,123 : INFO : EPOCH 19 - PROGRESS: at 62.73% examples, 667643 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:18,123 : INFO : EPOCH 19 - PROGRESS: at 63.09% examples, 668009 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:57:19,129 : INFO : EPOCH 19 - PROGRESS: at 63.44% examples, 668328 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:20,135 : INFO : EPOCH 19 - PROGRESS: at 63.83% examples, 668613 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:21,149 : INFO : EPOCH 19 - PROGRESS: at 64.16% examples, 668948 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:22,149 : INFO : EPOCH 19 - PROGRESS: at 64.51% examples, 669302 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:23,153 : INFO : EPOCH 19 - PROGRESS: at 64.86% examples, 669541 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:24,158 : INFO : EPOCH 19 - PROGRESS: at 65.20% examples, 669927 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:25,165 : INFO : EPOCH 19 - PROGRESS: at 65.54% examples, 670220 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:26,174 : INFO : EPOCH 19 - PROGRESS: at 65.91% examples, 670476 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:27,197 : INFO : EPOCH 19 - PROGRESS: at 66.27% examples, 670765 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:57:28,200 : INFO : EPOCH 19 - PROGRESS: at 66.62% examples, 671098 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:29,202 : INFO : EPOCH 19 - PROGRESS: at 66.96% examples, 671403 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:30,206 : INFO : EPOCH 19 - PROGRESS: at 67.33% examples, 671718 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:31,213 : INFO : EPOCH 19 - PROGRESS: at 67.67% examples, 672034 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:32,215 : INFO : EPOCH 19 - PROGRESS: at 68.03% examples, 672392 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:33,216 : INFO : EPOCH 19 - PROGRESS: at 68.39% examples, 672687 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:34,226 : INFO : EPOCH 19 - PROGRESS: at 68.78% examples, 672942 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:35,233 : INFO : EPOCH 19 - PROGRESS: at 69.13% examples, 673228 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:57:36,234 : INFO : EPOCH 19 - PROGRESS: at 69.48% examples, 673498 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:57:37,242 : INFO : EPOCH 19 - PROGRESS: at 69.86% examples, 673785 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:38,246 : INFO : EPOCH 19 - PROGRESS: at 70.20% examples, 674027 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:39,258 : INFO : EPOCH 19 - PROGRESS: at 70.53% examples, 674325 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:40,261 : INFO : EPOCH 19 - PROGRESS: at 70.88% examples, 674555 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:57:41,263 : INFO : EPOCH 19 - PROGRESS: at 71.25% examples, 674864 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:42,273 : INFO : EPOCH 19 - PROGRESS: at 71.62% examples, 675118 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:43,283 : INFO : EPOCH 19 - PROGRESS: at 71.94% examples, 675383 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:57:44,284 : INFO : EPOCH 19 - PROGRESS: at 72.32% examples, 675639 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:45,287 : INFO : EPOCH 19 - PROGRESS: at 72.67% examples, 675873 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:46,293 : INFO : EPOCH 19 - PROGRESS: at 73.02% examples, 676124 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:47,299 : INFO : EPOCH 19 - PROGRESS: at 73.38% examples, 676399 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:48,300 : INFO : EPOCH 19 - PROGRESS: at 73.73% examples, 676654 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:49,304 : INFO : EPOCH 19 - PROGRESS: at 74.09% examples, 676890 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:50,316 : INFO : EPOCH 19 - PROGRESS: at 74.42% examples, 677116 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:51,328 : INFO : EPOCH 19 - PROGRESS: at 74.78% examples, 677382 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:52,341 : INFO : EPOCH 19 - PROGRESS: at 75.13% examples, 677594 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:53,366 : INFO : EPOCH 19 - PROGRESS: at 75.50% examples, 677845 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:54,369 : INFO : EPOCH 19 - PROGRESS: at 75.87% examples, 678095 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:55,370 : INFO : EPOCH 19 - PROGRESS: at 76.21% examples, 678328 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:57:56,379 : INFO : EPOCH 19 - PROGRESS: at 76.54% examples, 678604 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:57,380 : INFO : EPOCH 19 - PROGRESS: at 76.88% examples, 678799 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:57:58,381 : INFO : EPOCH 19 - PROGRESS: at 77.22% examples, 679062 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:57:59,381 : INFO : EPOCH 19 - PROGRESS: at 77.56% examples, 679236 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:00,389 : INFO : EPOCH 19 - PROGRESS: at 77.94% examples, 679460 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:01,394 : INFO : EPOCH 19 - PROGRESS: at 78.30% examples, 679693 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:02,395 : INFO : EPOCH 19 - PROGRESS: at 78.66% examples, 679905 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:03,406 : INFO : EPOCH 19 - PROGRESS: at 79.01% examples, 680116 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:04,424 : INFO : EPOCH 19 - PROGRESS: at 79.36% examples, 680297 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:05,428 : INFO : EPOCH 19 - PROGRESS: at 79.72% examples, 680515 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:06,429 : INFO : EPOCH 19 - PROGRESS: at 80.07% examples, 680764 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:07,445 : INFO : EPOCH 19 - PROGRESS: at 80.43% examples, 680926 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:08,448 : INFO : EPOCH 19 - PROGRESS: at 80.78% examples, 681162 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:09,464 : INFO : EPOCH 19 - PROGRESS: at 81.16% examples, 681327 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:10,469 : INFO : EPOCH 19 - PROGRESS: at 81.49% examples, 681577 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:11,469 : INFO : EPOCH 19 - PROGRESS: at 81.86% examples, 681771 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:12,473 : INFO : EPOCH 19 - PROGRESS: at 82.21% examples, 681960 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:13,483 : INFO : EPOCH 19 - PROGRESS: at 82.56% examples, 682131 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:14,490 : INFO : EPOCH 19 - PROGRESS: at 82.95% examples, 682336 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:15,491 : INFO : EPOCH 19 - PROGRESS: at 83.30% examples, 682500 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:58:16,503 : INFO : EPOCH 19 - PROGRESS: at 83.64% examples, 682710 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:17,517 : INFO : EPOCH 19 - PROGRESS: at 84.02% examples, 682916 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:18,534 : INFO : EPOCH 19 - PROGRESS: at 84.37% examples, 683062 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:19,549 : INFO : EPOCH 19 - PROGRESS: at 84.74% examples, 683226 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:20,557 : INFO : EPOCH 19 - PROGRESS: at 85.09% examples, 683357 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:58:21,566 : INFO : EPOCH 19 - PROGRESS: at 85.47% examples, 683516 words/s, in_qsize 8, out_qsize 1
2020-07-24 07:58:22,575 : INFO : EPOCH 19 - PROGRESS: at 85.84% examples, 683718 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:23,578 : INFO : EPOCH 19 - PROGRESS: at 86.22% examples, 683868 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:24,578 : INFO : EPOCH 19 - PROGRESS: at 86.59% examples, 684093 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:58:25,578 : INFO : EPOCH 19 - PROGRESS: at 86.93% examples, 684222 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:26,586 : INFO : EPOCH 19 - PROGRESS: at 87.27% examples, 684415 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:27,591 : INFO : EPOCH 19 - PROGRESS: at 87.62% examples, 684571 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:58:28,595 : INFO : EPOCH 19 - PROGRESS: at 87.99% examples, 684701 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:29,603 : INFO : EPOCH 19 - PROGRESS: at 88.37% examples, 684857 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:30,612 : INFO : EPOCH 19 - PROGRESS: at 88.76% examples, 685035 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:58:31,619 : INFO : EPOCH 19 - PROGRESS: at 89.12% examples, 685230 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:32,621 : INFO : EPOCH 19 - PROGRESS: at 89.48% examples, 685392 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:33,637 : INFO : EPOCH 19 - PROGRESS: at 89.83% examples, 685562 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:34,643 : INFO : EPOCH 19 - PROGRESS: at 90.19% examples, 685704 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:35,644 : INFO : EPOCH 19 - PROGRESS: at 90.53% examples, 685883 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:36,658 : INFO : EPOCH 19 - PROGRESS: at 90.88% examples, 686028 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:37,665 : INFO : EPOCH 19 - PROGRESS: at 91.22% examples, 686223 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:38,675 : INFO : EPOCH 19 - PROGRESS: at 91.56% examples, 686343 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:58:39,686 : INFO : EPOCH 19 - PROGRESS: at 91.92% examples, 686498 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:40,711 : INFO : EPOCH 19 - PROGRESS: at 92.28% examples, 686672 words/s, in_qsize 6, out_qsize 1
2020-07-24 07:58:41,733 : INFO : EPOCH 19 - PROGRESS: at 92.66% examples, 686806 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:42,740 : INFO : EPOCH 19 - PROGRESS: at 93.03% examples, 686978 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:43,741 : INFO : EPOCH 19 - PROGRESS: at 93.39% examples, 687173 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:44,753 : INFO : EPOCH 19 - PROGRESS: at 93.74% examples, 687319 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:45,753 : INFO : EPOCH 19 - PROGRESS: at 94.08% examples, 687512 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:58:46,757 : INFO : EPOCH 19 - PROGRESS: at 94.46% examples, 687645 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:47,759 : INFO : EPOCH 19 - PROGRESS: at 94.79% examples, 687813 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:48,767 : INFO : EPOCH 19 - PROGRESS: at 95.15% examples, 687955 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:49,769 : INFO : EPOCH 19 - PROGRESS: at 95.53% examples, 688142 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:50,776 : INFO : EPOCH 19 - PROGRESS: at 95.87% examples, 688265 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:51,790 : INFO : EPOCH 19 - PROGRESS: at 96.24% examples, 688406 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:52,790 : INFO : EPOCH 19 - PROGRESS: at 96.60% examples, 688579 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:58:53,792 : INFO : EPOCH 19 - PROGRESS: at 96.97% examples, 688708 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:54,796 : INFO : EPOCH 19 - PROGRESS: at 97.33% examples, 688857 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:55,796 : INFO : EPOCH 19 - PROGRESS: at 97.66% examples, 688962 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:58:56,797 : INFO : EPOCH 19 - PROGRESS: at 98.00% examples, 688880 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:57,818 : INFO : EPOCH 19 - PROGRESS: at 98.33% examples, 688789 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:58,846 : INFO : EPOCH 19 - PROGRESS: at 98.67% examples, 688664 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:58:59,865 : INFO : EPOCH 19 - PROGRESS: at 99.01% examples, 688560 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:00,874 : INFO : EPOCH 19 - PROGRESS: at 99.32% examples, 688486 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:01,880 : INFO : EPOCH 19 - PROGRESS: at 99.63% examples, 688380 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:02,892 : INFO : EPOCH 19 - PROGRESS: at 99.95% examples, 688324 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:03,031 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 07:59:03,035 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 07:59:03,046 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 07:59:03,054 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 07:59:03,054 : INFO : EPOCH - 19 : training on 265101461 raw words (206119312 effective words) took 299.5s, 688305 effective words/s
2020-07-24 07:59:04,069 : INFO : EPOCH 20 - PROGRESS: at 0.32% examples, 633257 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:05,095 : INFO : EPOCH 20 - PROGRESS: at 0.65% examples, 646183 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:06,110 : INFO : EPOCH 20 - PROGRESS: at 0.99% examples, 650077 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:07,116 : INFO : EPOCH 20 - PROGRESS: at 1.32% examples, 652841 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:08,122 : INFO : EPOCH 20 - PROGRESS: at 1.65% examples, 654370 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:09,123 : INFO : EPOCH 20 - PROGRESS: at 1.98% examples, 657370 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:10,147 : INFO : EPOCH 20 - PROGRESS: at 2.31% examples, 658085 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:11,155 : INFO : EPOCH 20 - PROGRESS: at 2.63% examples, 659107 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:12,171 : INFO : EPOCH 20 - PROGRESS: at 2.96% examples, 659024 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:13,180 : INFO : EPOCH 20 - PROGRESS: at 3.28% examples, 658391 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:14,190 : INFO : EPOCH 20 - PROGRESS: at 3.62% examples, 658941 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:15,203 : INFO : EPOCH 20 - PROGRESS: at 3.93% examples, 659107 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:16,212 : INFO : EPOCH 20 - PROGRESS: at 4.27% examples, 659507 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:17,231 : INFO : EPOCH 20 - PROGRESS: at 4.62% examples, 658437 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:18,240 : INFO : EPOCH 20 - PROGRESS: at 4.93% examples, 659165 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:59:19,242 : INFO : EPOCH 20 - PROGRESS: at 5.26% examples, 660118 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:20,256 : INFO : EPOCH 20 - PROGRESS: at 5.58% examples, 659900 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:59:21,270 : INFO : EPOCH 20 - PROGRESS: at 5.92% examples, 659905 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:22,288 : INFO : EPOCH 20 - PROGRESS: at 6.24% examples, 660315 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:23,290 : INFO : EPOCH 20 - PROGRESS: at 6.58% examples, 660505 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:24,292 : INFO : EPOCH 20 - PROGRESS: at 6.90% examples, 660694 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:25,298 : INFO : EPOCH 20 - PROGRESS: at 7.20% examples, 660252 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:26,304 : INFO : EPOCH 20 - PROGRESS: at 7.52% examples, 660565 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:59:27,318 : INFO : EPOCH 20 - PROGRESS: at 7.85% examples, 660957 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:28,323 : INFO : EPOCH 20 - PROGRESS: at 8.18% examples, 661306 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:29,331 : INFO : EPOCH 20 - PROGRESS: at 8.51% examples, 661601 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:30,333 : INFO : EPOCH 20 - PROGRESS: at 8.83% examples, 661306 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:31,342 : INFO : EPOCH 20 - PROGRESS: at 9.12% examples, 661525 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:32,349 : INFO : EPOCH 20 - PROGRESS: at 9.46% examples, 661606 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:33,355 : INFO : EPOCH 20 - PROGRESS: at 9.78% examples, 661373 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:34,360 : INFO : EPOCH 20 - PROGRESS: at 10.11% examples, 661436 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:35,363 : INFO : EPOCH 20 - PROGRESS: at 10.44% examples, 661445 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:36,366 : INFO : EPOCH 20 - PROGRESS: at 10.78% examples, 661805 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:37,376 : INFO : EPOCH 20 - PROGRESS: at 11.10% examples, 661682 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:38,386 : INFO : EPOCH 20 - PROGRESS: at 11.46% examples, 661469 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:39,387 : INFO : EPOCH 20 - PROGRESS: at 11.78% examples, 660496 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:40,416 : INFO : EPOCH 20 - PROGRESS: at 12.09% examples, 659668 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:41,438 : INFO : EPOCH 20 - PROGRESS: at 12.41% examples, 658770 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:42,450 : INFO : EPOCH 20 - PROGRESS: at 12.69% examples, 656537 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:43,457 : INFO : EPOCH 20 - PROGRESS: at 13.01% examples, 656266 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:44,460 : INFO : EPOCH 20 - PROGRESS: at 13.36% examples, 657887 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:45,473 : INFO : EPOCH 20 - PROGRESS: at 13.71% examples, 659805 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:46,484 : INFO : EPOCH 20 - PROGRESS: at 14.07% examples, 661608 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:47,486 : INFO : EPOCH 20 - PROGRESS: at 14.42% examples, 663343 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:48,488 : INFO : EPOCH 20 - PROGRESS: at 14.79% examples, 664529 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:49,488 : INFO : EPOCH 20 - PROGRESS: at 15.15% examples, 666040 words/s, in_qsize 8, out_qsize 0
2020-07-24 07:59:50,509 : INFO : EPOCH 20 - PROGRESS: at 15.53% examples, 667343 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:51,512 : INFO : EPOCH 20 - PROGRESS: at 15.92% examples, 668576 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:52,524 : INFO : EPOCH 20 - PROGRESS: at 16.23% examples, 669838 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:53,527 : INFO : EPOCH 20 - PROGRESS: at 16.59% examples, 670969 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:54,537 : INFO : EPOCH 20 - PROGRESS: at 16.93% examples, 672067 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:55,539 : INFO : EPOCH 20 - PROGRESS: at 17.29% examples, 673293 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:56,557 : INFO : EPOCH 20 - PROGRESS: at 17.68% examples, 674350 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:57,563 : INFO : EPOCH 20 - PROGRESS: at 18.03% examples, 675499 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:58,579 : INFO : EPOCH 20 - PROGRESS: at 18.39% examples, 676326 words/s, in_qsize 7, out_qsize 0
2020-07-24 07:59:59,580 : INFO : EPOCH 20 - PROGRESS: at 18.74% examples, 677322 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:00,595 : INFO : EPOCH 20 - PROGRESS: at 19.09% examples, 678087 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:01,605 : INFO : EPOCH 20 - PROGRESS: at 19.47% examples, 679030 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:02,607 : INFO : EPOCH 20 - PROGRESS: at 19.85% examples, 679790 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:03,612 : INFO : EPOCH 20 - PROGRESS: at 20.17% examples, 680723 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:04,613 : INFO : EPOCH 20 - PROGRESS: at 20.54% examples, 681582 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:05,627 : INFO : EPOCH 20 - PROGRESS: at 20.86% examples, 682403 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:06,633 : INFO : EPOCH 20 - PROGRESS: at 21.21% examples, 683159 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:07,645 : INFO : EPOCH 20 - PROGRESS: at 21.56% examples, 683840 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:08,649 : INFO : EPOCH 20 - PROGRESS: at 21.92% examples, 684663 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:09,652 : INFO : EPOCH 20 - PROGRESS: at 22.27% examples, 685263 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:10,654 : INFO : EPOCH 20 - PROGRESS: at 22.62% examples, 685932 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:11,664 : INFO : EPOCH 20 - PROGRESS: at 22.96% examples, 686600 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:12,671 : INFO : EPOCH 20 - PROGRESS: at 23.31% examples, 687408 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:13,691 : INFO : EPOCH 20 - PROGRESS: at 23.69% examples, 688003 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:14,701 : INFO : EPOCH 20 - PROGRESS: at 24.03% examples, 688647 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:15,711 : INFO : EPOCH 20 - PROGRESS: at 24.38% examples, 689192 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:16,730 : INFO : EPOCH 20 - PROGRESS: at 24.72% examples, 689821 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:00:17,734 : INFO : EPOCH 20 - PROGRESS: at 25.05% examples, 690210 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:00:18,735 : INFO : EPOCH 20 - PROGRESS: at 25.40% examples, 690812 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:19,750 : INFO : EPOCH 20 - PROGRESS: at 25.74% examples, 691310 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:20,752 : INFO : EPOCH 20 - PROGRESS: at 26.10% examples, 691844 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:21,765 : INFO : EPOCH 20 - PROGRESS: at 26.46% examples, 692283 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:22,767 : INFO : EPOCH 20 - PROGRESS: at 26.82% examples, 692714 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:23,790 : INFO : EPOCH 20 - PROGRESS: at 27.15% examples, 692785 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:24,802 : INFO : EPOCH 20 - PROGRESS: at 27.50% examples, 693337 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:00:25,827 : INFO : EPOCH 20 - PROGRESS: at 27.88% examples, 693771 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:26,827 : INFO : EPOCH 20 - PROGRESS: at 28.22% examples, 694270 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:27,836 : INFO : EPOCH 20 - PROGRESS: at 28.58% examples, 694789 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:28,847 : INFO : EPOCH 20 - PROGRESS: at 28.93% examples, 695095 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:29,850 : INFO : EPOCH 20 - PROGRESS: at 29.29% examples, 695500 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:30,854 : INFO : EPOCH 20 - PROGRESS: at 29.65% examples, 695883 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:31,857 : INFO : EPOCH 20 - PROGRESS: at 30.02% examples, 696261 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:32,863 : INFO : EPOCH 20 - PROGRESS: at 30.36% examples, 696581 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:33,869 : INFO : EPOCH 20 - PROGRESS: at 30.71% examples, 696987 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:34,872 : INFO : EPOCH 20 - PROGRESS: at 31.07% examples, 697303 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:35,888 : INFO : EPOCH 20 - PROGRESS: at 31.43% examples, 697650 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:00:36,888 : INFO : EPOCH 20 - PROGRESS: at 31.78% examples, 698070 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:37,898 : INFO : EPOCH 20 - PROGRESS: at 32.14% examples, 698327 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:38,909 : INFO : EPOCH 20 - PROGRESS: at 32.50% examples, 698639 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:39,915 : INFO : EPOCH 20 - PROGRESS: at 32.85% examples, 699059 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:40,916 : INFO : EPOCH 20 - PROGRESS: at 33.20% examples, 699370 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:41,920 : INFO : EPOCH 20 - PROGRESS: at 33.54% examples, 699533 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:42,927 : INFO : EPOCH 20 - PROGRESS: at 33.89% examples, 699849 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:43,937 : INFO : EPOCH 20 - PROGRESS: at 34.23% examples, 700042 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:44,951 : INFO : EPOCH 20 - PROGRESS: at 34.59% examples, 700306 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:00:45,957 : INFO : EPOCH 20 - PROGRESS: at 34.92% examples, 700721 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:46,981 : INFO : EPOCH 20 - PROGRESS: at 35.28% examples, 701053 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:47,997 : INFO : EPOCH 20 - PROGRESS: at 35.67% examples, 701262 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:00:49,000 : INFO : EPOCH 20 - PROGRESS: at 36.03% examples, 701498 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:50,013 : INFO : EPOCH 20 - PROGRESS: at 36.35% examples, 701803 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:51,013 : INFO : EPOCH 20 - PROGRESS: at 36.70% examples, 702130 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:52,021 : INFO : EPOCH 20 - PROGRESS: at 37.06% examples, 702276 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:53,033 : INFO : EPOCH 20 - PROGRESS: at 37.41% examples, 702526 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:54,044 : INFO : EPOCH 20 - PROGRESS: at 37.76% examples, 702848 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:55,052 : INFO : EPOCH 20 - PROGRESS: at 38.14% examples, 703073 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:56,056 : INFO : EPOCH 20 - PROGRESS: at 38.49% examples, 703260 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:57,067 : INFO : EPOCH 20 - PROGRESS: at 38.84% examples, 703473 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:00:58,080 : INFO : EPOCH 20 - PROGRESS: at 39.20% examples, 703694 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:00:59,107 : INFO : EPOCH 20 - PROGRESS: at 39.55% examples, 703861 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:00,115 : INFO : EPOCH 20 - PROGRESS: at 39.91% examples, 704192 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:01,127 : INFO : EPOCH 20 - PROGRESS: at 40.25% examples, 704364 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:02,129 : INFO : EPOCH 20 - PROGRESS: at 40.62% examples, 704620 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:03,130 : INFO : EPOCH 20 - PROGRESS: at 40.95% examples, 704817 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:04,131 : INFO : EPOCH 20 - PROGRESS: at 41.30% examples, 704826 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:05,135 : INFO : EPOCH 20 - PROGRESS: at 41.61% examples, 704461 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:06,144 : INFO : EPOCH 20 - PROGRESS: at 41.94% examples, 704130 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:07,146 : INFO : EPOCH 20 - PROGRESS: at 42.24% examples, 703845 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:08,157 : INFO : EPOCH 20 - PROGRESS: at 42.58% examples, 703454 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:09,169 : INFO : EPOCH 20 - PROGRESS: at 42.89% examples, 703057 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:10,170 : INFO : EPOCH 20 - PROGRESS: at 43.20% examples, 702672 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:11,174 : INFO : EPOCH 20 - PROGRESS: at 43.53% examples, 702391 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:01:12,184 : INFO : EPOCH 20 - PROGRESS: at 43.87% examples, 702043 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:13,190 : INFO : EPOCH 20 - PROGRESS: at 44.21% examples, 701798 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:14,205 : INFO : EPOCH 20 - PROGRESS: at 44.53% examples, 701446 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:15,221 : INFO : EPOCH 20 - PROGRESS: at 44.87% examples, 701138 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:01:16,222 : INFO : EPOCH 20 - PROGRESS: at 45.20% examples, 700891 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:17,222 : INFO : EPOCH 20 - PROGRESS: at 45.54% examples, 700466 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:18,245 : INFO : EPOCH 20 - PROGRESS: at 45.85% examples, 700143 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:19,247 : INFO : EPOCH 20 - PROGRESS: at 46.19% examples, 699858 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:20,258 : INFO : EPOCH 20 - PROGRESS: at 46.48% examples, 699624 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:21,262 : INFO : EPOCH 20 - PROGRESS: at 46.82% examples, 699299 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:22,264 : INFO : EPOCH 20 - PROGRESS: at 47.14% examples, 699112 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:23,265 : INFO : EPOCH 20 - PROGRESS: at 47.47% examples, 698873 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:24,273 : INFO : EPOCH 20 - PROGRESS: at 47.79% examples, 698595 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:25,275 : INFO : EPOCH 20 - PROGRESS: at 48.11% examples, 698343 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:26,275 : INFO : EPOCH 20 - PROGRESS: at 48.44% examples, 698066 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:01:27,281 : INFO : EPOCH 20 - PROGRESS: at 48.74% examples, 697869 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:28,307 : INFO : EPOCH 20 - PROGRESS: at 49.06% examples, 697566 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:29,325 : INFO : EPOCH 20 - PROGRESS: at 49.39% examples, 697320 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:01:30,331 : INFO : EPOCH 20 - PROGRESS: at 49.74% examples, 697208 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:31,352 : INFO : EPOCH 20 - PROGRESS: at 50.08% examples, 696866 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:32,355 : INFO : EPOCH 20 - PROGRESS: at 50.42% examples, 696620 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:01:33,360 : INFO : EPOCH 20 - PROGRESS: at 50.75% examples, 696301 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:34,368 : INFO : EPOCH 20 - PROGRESS: at 51.08% examples, 696083 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:35,372 : INFO : EPOCH 20 - PROGRESS: at 51.40% examples, 695790 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:36,378 : INFO : EPOCH 20 - PROGRESS: at 51.72% examples, 695583 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:01:37,389 : INFO : EPOCH 20 - PROGRESS: at 52.05% examples, 695404 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:38,393 : INFO : EPOCH 20 - PROGRESS: at 52.39% examples, 695153 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:01:39,407 : INFO : EPOCH 20 - PROGRESS: at 52.71% examples, 694972 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:40,420 : INFO : EPOCH 20 - PROGRESS: at 53.06% examples, 694690 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:41,425 : INFO : EPOCH 20 - PROGRESS: at 53.38% examples, 694431 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:42,434 : INFO : EPOCH 20 - PROGRESS: at 53.69% examples, 694254 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:43,435 : INFO : EPOCH 20 - PROGRESS: at 53.99% examples, 694143 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:44,436 : INFO : EPOCH 20 - PROGRESS: at 54.32% examples, 693966 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:45,450 : INFO : EPOCH 20 - PROGRESS: at 54.65% examples, 693672 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:46,450 : INFO : EPOCH 20 - PROGRESS: at 54.99% examples, 693450 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:47,462 : INFO : EPOCH 20 - PROGRESS: at 55.31% examples, 693244 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:48,473 : INFO : EPOCH 20 - PROGRESS: at 55.64% examples, 693024 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:01:49,477 : INFO : EPOCH 20 - PROGRESS: at 55.97% examples, 692874 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:50,498 : INFO : EPOCH 20 - PROGRESS: at 56.29% examples, 692639 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:51,504 : INFO : EPOCH 20 - PROGRESS: at 56.63% examples, 692445 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:52,512 : INFO : EPOCH 20 - PROGRESS: at 56.97% examples, 692259 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:53,523 : INFO : EPOCH 20 - PROGRESS: at 57.30% examples, 692090 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:01:54,527 : INFO : EPOCH 20 - PROGRESS: at 57.64% examples, 691907 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:55,534 : INFO : EPOCH 20 - PROGRESS: at 57.96% examples, 691745 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:56,534 : INFO : EPOCH 20 - PROGRESS: at 58.28% examples, 691602 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:57,546 : INFO : EPOCH 20 - PROGRESS: at 58.60% examples, 691445 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:58,553 : INFO : EPOCH 20 - PROGRESS: at 58.93% examples, 691298 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:01:59,553 : INFO : EPOCH 20 - PROGRESS: at 59.24% examples, 691100 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:00,568 : INFO : EPOCH 20 - PROGRESS: at 59.56% examples, 690938 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:01,574 : INFO : EPOCH 20 - PROGRESS: at 59.87% examples, 690834 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:02,577 : INFO : EPOCH 20 - PROGRESS: at 60.18% examples, 690653 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:03,582 : INFO : EPOCH 20 - PROGRESS: at 60.52% examples, 690462 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:04,587 : INFO : EPOCH 20 - PROGRESS: at 60.84% examples, 690317 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:05,588 : INFO : EPOCH 20 - PROGRESS: at 61.17% examples, 690172 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:06,592 : INFO : EPOCH 20 - PROGRESS: at 61.48% examples, 690039 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:07,592 : INFO : EPOCH 20 - PROGRESS: at 61.80% examples, 689909 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:08,605 : INFO : EPOCH 20 - PROGRESS: at 62.12% examples, 689791 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:09,621 : INFO : EPOCH 20 - PROGRESS: at 62.47% examples, 689567 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:10,625 : INFO : EPOCH 20 - PROGRESS: at 62.78% examples, 689481 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:11,628 : INFO : EPOCH 20 - PROGRESS: at 63.12% examples, 689337 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:12,639 : INFO : EPOCH 20 - PROGRESS: at 63.43% examples, 689120 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:13,648 : INFO : EPOCH 20 - PROGRESS: at 63.78% examples, 689005 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:14,650 : INFO : EPOCH 20 - PROGRESS: at 64.08% examples, 688814 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:15,651 : INFO : EPOCH 20 - PROGRESS: at 64.39% examples, 688731 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:02:16,654 : INFO : EPOCH 20 - PROGRESS: at 64.71% examples, 688528 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:17,656 : INFO : EPOCH 20 - PROGRESS: at 65.00% examples, 688359 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:18,665 : INFO : EPOCH 20 - PROGRESS: at 65.32% examples, 688218 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:19,678 : INFO : EPOCH 20 - PROGRESS: at 65.62% examples, 687925 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:20,687 : INFO : EPOCH 20 - PROGRESS: at 65.94% examples, 687657 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:21,707 : INFO : EPOCH 20 - PROGRESS: at 66.26% examples, 687306 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:22,721 : INFO : EPOCH 20 - PROGRESS: at 66.53% examples, 686713 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:23,737 : INFO : EPOCH 20 - PROGRESS: at 66.85% examples, 686652 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:02:24,741 : INFO : EPOCH 20 - PROGRESS: at 67.21% examples, 686887 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:25,746 : INFO : EPOCH 20 - PROGRESS: at 67.56% examples, 687160 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:26,751 : INFO : EPOCH 20 - PROGRESS: at 67.92% examples, 687394 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:27,754 : INFO : EPOCH 20 - PROGRESS: at 68.27% examples, 687591 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:28,772 : INFO : EPOCH 20 - PROGRESS: at 68.64% examples, 687790 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:29,781 : INFO : EPOCH 20 - PROGRESS: at 69.01% examples, 688003 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:30,783 : INFO : EPOCH 20 - PROGRESS: at 69.36% examples, 688221 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:31,785 : INFO : EPOCH 20 - PROGRESS: at 69.73% examples, 688408 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:32,798 : INFO : EPOCH 20 - PROGRESS: at 70.09% examples, 688613 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:33,802 : INFO : EPOCH 20 - PROGRESS: at 70.41% examples, 688820 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:34,814 : INFO : EPOCH 20 - PROGRESS: at 70.75% examples, 689037 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:02:35,824 : INFO : EPOCH 20 - PROGRESS: at 71.12% examples, 689256 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:36,832 : INFO : EPOCH 20 - PROGRESS: at 71.48% examples, 689467 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:37,846 : INFO : EPOCH 20 - PROGRESS: at 71.83% examples, 689604 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:38,850 : INFO : EPOCH 20 - PROGRESS: at 72.19% examples, 689812 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:39,855 : INFO : EPOCH 20 - PROGRESS: at 72.55% examples, 690043 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:40,861 : INFO : EPOCH 20 - PROGRESS: at 72.90% examples, 690229 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:41,862 : INFO : EPOCH 20 - PROGRESS: at 73.25% examples, 690413 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:02:42,864 : INFO : EPOCH 20 - PROGRESS: at 73.61% examples, 690553 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:02:43,873 : INFO : EPOCH 20 - PROGRESS: at 73.96% examples, 690766 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:44,883 : INFO : EPOCH 20 - PROGRESS: at 74.30% examples, 690977 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:45,906 : INFO : EPOCH 20 - PROGRESS: at 74.65% examples, 691175 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:46,910 : INFO : EPOCH 20 - PROGRESS: at 75.02% examples, 691380 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:47,920 : INFO : EPOCH 20 - PROGRESS: at 75.37% examples, 691496 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:02:48,921 : INFO : EPOCH 20 - PROGRESS: at 75.73% examples, 691656 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:49,930 : INFO : EPOCH 20 - PROGRESS: at 76.08% examples, 691861 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:50,951 : INFO : EPOCH 20 - PROGRESS: at 76.44% examples, 692068 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:02:51,957 : INFO : EPOCH 20 - PROGRESS: at 76.78% examples, 692261 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:52,963 : INFO : EPOCH 20 - PROGRESS: at 77.10% examples, 692469 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:53,980 : INFO : EPOCH 20 - PROGRESS: at 77.46% examples, 692600 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:54,990 : INFO : EPOCH 20 - PROGRESS: at 77.82% examples, 692733 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:55,998 : INFO : EPOCH 20 - PROGRESS: at 78.19% examples, 692903 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:57,001 : INFO : EPOCH 20 - PROGRESS: at 78.54% examples, 693059 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:58,006 : INFO : EPOCH 20 - PROGRESS: at 78.90% examples, 693212 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:02:59,011 : INFO : EPOCH 20 - PROGRESS: at 79.25% examples, 693363 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:00,018 : INFO : EPOCH 20 - PROGRESS: at 79.59% examples, 693447 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:01,021 : INFO : EPOCH 20 - PROGRESS: at 79.95% examples, 693617 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:02,028 : INFO : EPOCH 20 - PROGRESS: at 80.30% examples, 693729 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:03,042 : INFO : EPOCH 20 - PROGRESS: at 80.66% examples, 693911 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:03:04,062 : INFO : EPOCH 20 - PROGRESS: at 81.04% examples, 694043 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:05,064 : INFO : EPOCH 20 - PROGRESS: at 81.37% examples, 694204 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:06,073 : INFO : EPOCH 20 - PROGRESS: at 81.73% examples, 694380 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:07,085 : INFO : EPOCH 20 - PROGRESS: at 82.09% examples, 694517 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:08,091 : INFO : EPOCH 20 - PROGRESS: at 82.44% examples, 694672 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:09,095 : INFO : EPOCH 20 - PROGRESS: at 82.81% examples, 694766 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:10,101 : INFO : EPOCH 20 - PROGRESS: at 83.17% examples, 694881 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:11,114 : INFO : EPOCH 20 - PROGRESS: at 83.53% examples, 695006 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:12,119 : INFO : EPOCH 20 - PROGRESS: at 83.89% examples, 695175 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:13,122 : INFO : EPOCH 20 - PROGRESS: at 84.24% examples, 695337 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:14,127 : INFO : EPOCH 20 - PROGRESS: at 84.61% examples, 695459 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:15,137 : INFO : EPOCH 20 - PROGRESS: at 84.97% examples, 695580 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:16,140 : INFO : EPOCH 20 - PROGRESS: at 85.33% examples, 695704 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:17,163 : INFO : EPOCH 20 - PROGRESS: at 85.72% examples, 695781 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:18,167 : INFO : EPOCH 20 - PROGRESS: at 86.09% examples, 695929 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:19,169 : INFO : EPOCH 20 - PROGRESS: at 86.44% examples, 696029 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:20,188 : INFO : EPOCH 20 - PROGRESS: at 86.81% examples, 696138 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:21,202 : INFO : EPOCH 20 - PROGRESS: at 87.14% examples, 696267 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:22,208 : INFO : EPOCH 20 - PROGRESS: at 87.50% examples, 696388 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:03:23,217 : INFO : EPOCH 20 - PROGRESS: at 87.87% examples, 696496 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:24,225 : INFO : EPOCH 20 - PROGRESS: at 88.25% examples, 696653 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:25,234 : INFO : EPOCH 20 - PROGRESS: at 88.63% examples, 696774 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:26,236 : INFO : EPOCH 20 - PROGRESS: at 89.00% examples, 696924 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:03:27,244 : INFO : EPOCH 20 - PROGRESS: at 89.37% examples, 697061 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:28,269 : INFO : EPOCH 20 - PROGRESS: at 89.71% examples, 697186 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:29,274 : INFO : EPOCH 20 - PROGRESS: at 90.08% examples, 697308 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:30,276 : INFO : EPOCH 20 - PROGRESS: at 90.43% examples, 697492 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:31,278 : INFO : EPOCH 20 - PROGRESS: at 90.78% examples, 697619 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:32,285 : INFO : EPOCH 20 - PROGRESS: at 91.11% examples, 697717 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:33,288 : INFO : EPOCH 20 - PROGRESS: at 91.46% examples, 697883 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:34,300 : INFO : EPOCH 20 - PROGRESS: at 91.82% examples, 697998 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:03:35,306 : INFO : EPOCH 20 - PROGRESS: at 92.19% examples, 698119 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:36,309 : INFO : EPOCH 20 - PROGRESS: at 92.53% examples, 698240 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:37,312 : INFO : EPOCH 20 - PROGRESS: at 92.90% examples, 698347 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:38,314 : INFO : EPOCH 20 - PROGRESS: at 93.27% examples, 698480 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:39,322 : INFO : EPOCH 20 - PROGRESS: at 93.62% examples, 698619 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:40,324 : INFO : EPOCH 20 - PROGRESS: at 93.96% examples, 698736 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:41,327 : INFO : EPOCH 20 - PROGRESS: at 94.32% examples, 698844 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:42,338 : INFO : EPOCH 20 - PROGRESS: at 94.67% examples, 698990 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:43,349 : INFO : EPOCH 20 - PROGRESS: at 95.03% examples, 699087 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:44,351 : INFO : EPOCH 20 - PROGRESS: at 95.40% examples, 699156 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:45,361 : INFO : EPOCH 20 - PROGRESS: at 95.76% examples, 699306 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:46,363 : INFO : EPOCH 20 - PROGRESS: at 96.11% examples, 699379 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:47,377 : INFO : EPOCH 20 - PROGRESS: at 96.48% examples, 699504 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:48,394 : INFO : EPOCH 20 - PROGRESS: at 96.84% examples, 699611 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:49,411 : INFO : EPOCH 20 - PROGRESS: at 97.21% examples, 699711 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:50,412 : INFO : EPOCH 20 - PROGRESS: at 97.57% examples, 699817 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:51,429 : INFO : EPOCH 20 - PROGRESS: at 97.93% examples, 699895 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:52,451 : INFO : EPOCH 20 - PROGRESS: at 98.29% examples, 699991 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:53,457 : INFO : EPOCH 20 - PROGRESS: at 98.66% examples, 700085 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:03:54,473 : INFO : EPOCH 20 - PROGRESS: at 99.03% examples, 700215 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:55,481 : INFO : EPOCH 20 - PROGRESS: at 99.37% examples, 700327 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:56,490 : INFO : EPOCH 20 - PROGRESS: at 99.73% examples, 700458 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:03:57,277 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 08:03:57,280 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 08:03:57,295 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 08:03:57,302 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 08:03:57,303 : INFO : EPOCH - 20 : training on 265101461 raw words (206121061 effective words) took 294.2s, 700513 effective words/s
2020-07-24 08:03:57,303 : INFO : training on a 5302029220 raw words (4122448407 effective words) took 5899.3s, 698799 effective words/s
2020-07-24 08:03:57,304 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[7]-1595577837.304227].model, separately None
2020-07-24 08:03:57,304 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[7]-1595577837.304227].model.trainables.syn1neg.npy
2020-07-24 08:03:57,772 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[7]-1595577837.304227].model.wv.vectors.npy
2020-07-24 08:03:58,222 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[7]-1595577837.304227].model.docvecs.vectors_docs.npy
2020-07-24 08:03:59,624 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[7]-1595577837.304227].model
2020-07-24 08:03:59,625 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[7]-1595577837.304227].model
2020-07-24 08:25:30,274 : INFO : collecting all words and their counts
2020-07-24 08:25:30,301 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-24 08:25:31,734 : INFO : PROGRESS: at example #10000, processed 6502744 words (4587791/s), 33675 word types, 454451 tags
2020-07-24 08:25:33,220 : INFO : PROGRESS: at example #20000, processed 13378825 words (4630627/s), 37110 word types, 454451 tags
2020-07-24 08:25:34,645 : INFO : PROGRESS: at example #30000, processed 19891643 words (4573455/s), 38698 word types, 454451 tags
2020-07-24 08:25:36,151 : INFO : PROGRESS: at example #40000, processed 26783022 words (4579160/s), 41181 word types, 454451 tags
2020-07-24 08:25:37,619 : INFO : PROGRESS: at example #50000, processed 33511862 words (4587218/s), 43006 word types, 454451 tags
2020-07-24 08:25:39,104 : INFO : PROGRESS: at example #60000, processed 40290962 words (4566087/s), 44429 word types, 454451 tags
2020-07-24 08:25:40,571 : INFO : PROGRESS: at example #70000, processed 46905271 words (4513592/s), 45998 word types, 454451 tags
2020-07-24 08:25:42,048 : INFO : PROGRESS: at example #80000, processed 53565816 words (4513010/s), 47571 word types, 454451 tags
2020-07-24 08:25:43,552 : INFO : PROGRESS: at example #90000, processed 60361138 words (4521412/s), 49306 word types, 454451 tags
2020-07-24 08:25:45,062 : INFO : PROGRESS: at example #100000, processed 67182888 words (4518557/s), 50605 word types, 454451 tags
2020-07-24 08:25:46,507 : INFO : PROGRESS: at example #110000, processed 73664693 words (4490255/s), 52015 word types, 454451 tags
2020-07-24 08:25:47,928 : INFO : PROGRESS: at example #120000, processed 80038319 words (4488012/s), 53203 word types, 454451 tags
2020-07-24 08:25:49,440 : INFO : PROGRESS: at example #130000, processed 86793939 words (4470178/s), 54653 word types, 454451 tags
2020-07-24 08:25:50,910 : INFO : PROGRESS: at example #140000, processed 93377518 words (4483872/s), 55812 word types, 454451 tags
2020-07-24 08:25:52,383 : INFO : PROGRESS: at example #150000, processed 99995791 words (4495708/s), 57057 word types, 454451 tags
2020-07-24 08:25:53,857 : INFO : PROGRESS: at example #160000, processed 106587319 words (4475318/s), 58087 word types, 454451 tags
2020-07-24 08:25:55,363 : INFO : PROGRESS: at example #170000, processed 113305172 words (4461552/s), 59167 word types, 454451 tags
2020-07-24 08:25:56,880 : INFO : PROGRESS: at example #180000, processed 120082014 words (4470848/s), 60456 word types, 454451 tags
2020-07-24 08:25:58,336 : INFO : PROGRESS: at example #190000, processed 126600315 words (4480430/s), 61611 word types, 454451 tags
2020-07-24 08:25:59,781 : INFO : PROGRESS: at example #200000, processed 133036137 words (4456965/s), 63434 word types, 454451 tags
2020-07-24 08:26:01,256 : INFO : PROGRESS: at example #210000, processed 139626505 words (4469637/s), 64805 word types, 454451 tags
2020-07-24 08:26:02,783 : INFO : PROGRESS: at example #220000, processed 146455058 words (4475659/s), 66287 word types, 454451 tags
2020-07-24 08:26:04,291 : INFO : PROGRESS: at example #230000, processed 153176085 words (4461015/s), 67773 word types, 454451 tags
2020-07-24 08:26:05,777 : INFO : PROGRESS: at example #240000, processed 159862548 words (4500241/s), 69244 word types, 454451 tags
2020-07-24 08:26:07,251 : INFO : PROGRESS: at example #250000, processed 166470525 words (4487001/s), 70617 word types, 454451 tags
2020-07-24 08:26:08,776 : INFO : PROGRESS: at example #260000, processed 173294800 words (4478279/s), 71859 word types, 454451 tags
2020-07-24 08:26:10,272 : INFO : PROGRESS: at example #270000, processed 179986784 words (4475606/s), 73432 word types, 454451 tags
2020-07-24 08:26:11,716 : INFO : PROGRESS: at example #280000, processed 186447871 words (4476915/s), 74604 word types, 454451 tags
2020-07-24 08:26:13,205 : INFO : PROGRESS: at example #290000, processed 193103871 words (4473026/s), 75965 word types, 454451 tags
2020-07-24 08:26:14,668 : INFO : PROGRESS: at example #300000, processed 199643045 words (4472458/s), 77456 word types, 454451 tags
2020-07-24 08:26:16,184 : INFO : PROGRESS: at example #310000, processed 206390617 words (4455354/s), 78851 word types, 454451 tags
2020-07-24 08:26:17,661 : INFO : PROGRESS: at example #320000, processed 212961518 words (4452332/s), 80000 word types, 454451 tags
2020-07-24 08:26:19,213 : INFO : PROGRESS: at example #330000, processed 219845725 words (4438351/s), 81282 word types, 454451 tags
2020-07-24 08:26:20,711 : INFO : PROGRESS: at example #340000, processed 226464696 words (4421700/s), 82635 word types, 454451 tags
2020-07-24 08:26:22,220 : INFO : PROGRESS: at example #350000, processed 233113560 words (4407876/s), 83968 word types, 454451 tags
2020-07-24 08:26:23,708 : INFO : PROGRESS: at example #360000, processed 239708362 words (4435458/s), 85116 word types, 454451 tags
2020-07-24 08:26:25,153 : INFO : PROGRESS: at example #370000, processed 246185097 words (4483892/s), 86098 word types, 454451 tags
2020-07-24 08:26:26,650 : INFO : PROGRESS: at example #380000, processed 252901015 words (4489115/s), 87187 word types, 454451 tags
2020-07-24 08:26:28,155 : INFO : PROGRESS: at example #390000, processed 259513784 words (4396952/s), 88799 word types, 454451 tags
2020-07-24 08:26:29,625 : INFO : collected 90034 word types and 454451 unique tags from a corpus of 400000 examples and 265946082 words
2020-07-24 08:26:29,626 : INFO : Updating model with new vocabulary
2020-07-24 08:26:29,784 : INFO : New added 90034 unique words (50% of original 180068) and increased the count of 90034 pre-existing words (50% of original 180068)
2020-07-24 08:26:30,345 : INFO : deleting the raw counts dictionary of 90034 items
2020-07-24 08:26:30,349 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-24 08:26:30,350 : INFO : downsampling leaves estimated 420688162 word corpus (158.2% of prior 265946082)
2020-07-24 08:26:31,155 : INFO : estimated required memory for 180068 words and 500 dimensions: 1719208000 bytes
2020-07-24 08:26:31,157 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-24 08:26:38,776 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-24 08:26:38,777 : INFO : training model with 4 workers on 476327 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-24 08:26:39,798 : INFO : EPOCH 1 - PROGRESS: at 0.33% examples, 704589 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:40,807 : INFO : EPOCH 1 - PROGRESS: at 0.71% examples, 710439 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:41,812 : INFO : EPOCH 1 - PROGRESS: at 1.08% examples, 716011 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:42,817 : INFO : EPOCH 1 - PROGRESS: at 1.46% examples, 716733 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:43,822 : INFO : EPOCH 1 - PROGRESS: at 1.82% examples, 718617 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:44,837 : INFO : EPOCH 1 - PROGRESS: at 2.15% examples, 720227 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:45,851 : INFO : EPOCH 1 - PROGRESS: at 2.52% examples, 722311 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:46,859 : INFO : EPOCH 1 - PROGRESS: at 2.89% examples, 722202 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:47,878 : INFO : EPOCH 1 - PROGRESS: at 3.22% examples, 723821 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:48,888 : INFO : EPOCH 1 - PROGRESS: at 3.56% examples, 724450 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:49,895 : INFO : EPOCH 1 - PROGRESS: at 3.90% examples, 726305 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:50,898 : INFO : EPOCH 1 - PROGRESS: at 4.25% examples, 726196 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:51,900 : INFO : EPOCH 1 - PROGRESS: at 4.59% examples, 726576 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:52,907 : INFO : EPOCH 1 - PROGRESS: at 4.93% examples, 727282 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:53,908 : INFO : EPOCH 1 - PROGRESS: at 5.31% examples, 727898 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:54,910 : INFO : EPOCH 1 - PROGRESS: at 5.68% examples, 728491 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:55,914 : INFO : EPOCH 1 - PROGRESS: at 6.01% examples, 728180 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:56,915 : INFO : EPOCH 1 - PROGRESS: at 6.36% examples, 728520 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:57,919 : INFO : EPOCH 1 - PROGRESS: at 6.73% examples, 728921 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:58,921 : INFO : EPOCH 1 - PROGRESS: at 7.10% examples, 728369 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:26:59,923 : INFO : EPOCH 1 - PROGRESS: at 7.44% examples, 728096 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:00,931 : INFO : EPOCH 1 - PROGRESS: at 7.79% examples, 728211 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:01,935 : INFO : EPOCH 1 - PROGRESS: at 8.12% examples, 728280 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:02,954 : INFO : EPOCH 1 - PROGRESS: at 8.48% examples, 728335 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:27:03,963 : INFO : EPOCH 1 - PROGRESS: at 8.82% examples, 728762 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:04,967 : INFO : EPOCH 1 - PROGRESS: at 9.18% examples, 728572 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:05,972 : INFO : EPOCH 1 - PROGRESS: at 9.52% examples, 729042 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:27:06,973 : INFO : EPOCH 1 - PROGRESS: at 9.85% examples, 727502 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:07,976 : INFO : EPOCH 1 - PROGRESS: at 10.18% examples, 725389 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:08,983 : INFO : EPOCH 1 - PROGRESS: at 10.48% examples, 723360 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:09,984 : INFO : EPOCH 1 - PROGRESS: at 10.78% examples, 722113 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:27:10,985 : INFO : EPOCH 1 - PROGRESS: at 11.12% examples, 720257 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:11,994 : INFO : EPOCH 1 - PROGRESS: at 11.46% examples, 718358 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:13,004 : INFO : EPOCH 1 - PROGRESS: at 11.77% examples, 716799 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:14,005 : INFO : EPOCH 1 - PROGRESS: at 12.10% examples, 715346 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:15,025 : INFO : EPOCH 1 - PROGRESS: at 12.43% examples, 713886 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:16,025 : INFO : EPOCH 1 - PROGRESS: at 12.74% examples, 712785 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:17,027 : INFO : EPOCH 1 - PROGRESS: at 13.06% examples, 711195 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:18,028 : INFO : EPOCH 1 - PROGRESS: at 13.38% examples, 710601 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:19,037 : INFO : EPOCH 1 - PROGRESS: at 13.71% examples, 709151 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:20,039 : INFO : EPOCH 1 - PROGRESS: at 14.05% examples, 707965 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:21,051 : INFO : EPOCH 1 - PROGRESS: at 14.37% examples, 706960 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:22,057 : INFO : EPOCH 1 - PROGRESS: at 14.66% examples, 706108 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:23,061 : INFO : EPOCH 1 - PROGRESS: at 14.98% examples, 705102 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:27:24,081 : INFO : EPOCH 1 - PROGRESS: at 15.28% examples, 704188 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:27:25,084 : INFO : EPOCH 1 - PROGRESS: at 15.61% examples, 703265 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:26,088 : INFO : EPOCH 1 - PROGRESS: at 15.92% examples, 702308 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:27:27,102 : INFO : EPOCH 1 - PROGRESS: at 16.25% examples, 701538 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:28,109 : INFO : EPOCH 1 - PROGRESS: at 16.59% examples, 700695 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:29,111 : INFO : EPOCH 1 - PROGRESS: at 16.90% examples, 699973 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:30,112 : INFO : EPOCH 1 - PROGRESS: at 17.22% examples, 699149 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:27:31,118 : INFO : EPOCH 1 - PROGRESS: at 17.55% examples, 698521 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:32,121 : INFO : EPOCH 1 - PROGRESS: at 17.88% examples, 697791 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:33,127 : INFO : EPOCH 1 - PROGRESS: at 18.20% examples, 697273 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:27:34,145 : INFO : EPOCH 1 - PROGRESS: at 18.55% examples, 696469 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:35,152 : INFO : EPOCH 1 - PROGRESS: at 18.87% examples, 696080 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:36,157 : INFO : EPOCH 1 - PROGRESS: at 19.19% examples, 695505 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:37,159 : INFO : EPOCH 1 - PROGRESS: at 19.53% examples, 694900 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:38,164 : INFO : EPOCH 1 - PROGRESS: at 19.84% examples, 694360 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:39,178 : INFO : EPOCH 1 - PROGRESS: at 20.17% examples, 693909 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:40,199 : INFO : EPOCH 1 - PROGRESS: at 20.49% examples, 693377 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:41,210 : INFO : EPOCH 1 - PROGRESS: at 20.79% examples, 692841 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:42,211 : INFO : EPOCH 1 - PROGRESS: at 21.12% examples, 692491 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:27:43,217 : INFO : EPOCH 1 - PROGRESS: at 21.42% examples, 691930 words/s, in_qsize 7, out_qsize 1
2020-07-24 08:27:44,219 : INFO : EPOCH 1 - PROGRESS: at 21.72% examples, 691648 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:45,223 : INFO : EPOCH 1 - PROGRESS: at 22.05% examples, 691462 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:46,224 : INFO : EPOCH 1 - PROGRESS: at 22.36% examples, 691041 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:47,231 : INFO : EPOCH 1 - PROGRESS: at 22.68% examples, 690607 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:48,234 : INFO : EPOCH 1 - PROGRESS: at 22.99% examples, 690121 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:49,242 : INFO : EPOCH 1 - PROGRESS: at 23.31% examples, 689790 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:50,252 : INFO : EPOCH 1 - PROGRESS: at 23.67% examples, 689389 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:51,262 : INFO : EPOCH 1 - PROGRESS: at 23.99% examples, 689169 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:52,279 : INFO : EPOCH 1 - PROGRESS: at 24.30% examples, 688777 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:53,290 : INFO : EPOCH 1 - PROGRESS: at 24.61% examples, 688371 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:54,303 : INFO : EPOCH 1 - PROGRESS: at 24.92% examples, 688067 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:55,310 : INFO : EPOCH 1 - PROGRESS: at 25.24% examples, 687861 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:56,317 : INFO : EPOCH 1 - PROGRESS: at 25.58% examples, 687446 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:57,322 : INFO : EPOCH 1 - PROGRESS: at 25.90% examples, 687105 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:27:58,329 : INFO : EPOCH 1 - PROGRESS: at 26.22% examples, 686839 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:27:59,349 : INFO : EPOCH 1 - PROGRESS: at 26.56% examples, 686432 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:00,374 : INFO : EPOCH 1 - PROGRESS: at 26.90% examples, 686089 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:28:01,392 : INFO : EPOCH 1 - PROGRESS: at 27.23% examples, 685839 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:02,395 : INFO : EPOCH 1 - PROGRESS: at 27.56% examples, 685718 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:03,396 : INFO : EPOCH 1 - PROGRESS: at 27.89% examples, 685246 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:04,399 : INFO : EPOCH 1 - PROGRESS: at 28.21% examples, 685023 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:05,415 : INFO : EPOCH 1 - PROGRESS: at 28.53% examples, 684840 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:06,425 : INFO : EPOCH 1 - PROGRESS: at 28.86% examples, 684486 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:07,432 : INFO : EPOCH 1 - PROGRESS: at 29.20% examples, 684399 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:08,432 : INFO : EPOCH 1 - PROGRESS: at 29.54% examples, 684138 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:28:09,438 : INFO : EPOCH 1 - PROGRESS: at 29.89% examples, 683882 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:10,441 : INFO : EPOCH 1 - PROGRESS: at 30.20% examples, 683741 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:11,445 : INFO : EPOCH 1 - PROGRESS: at 30.50% examples, 683484 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:28:12,454 : INFO : EPOCH 1 - PROGRESS: at 30.81% examples, 683213 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:13,477 : INFO : EPOCH 1 - PROGRESS: at 31.15% examples, 682939 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:14,490 : INFO : EPOCH 1 - PROGRESS: at 31.48% examples, 682645 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:15,497 : INFO : EPOCH 1 - PROGRESS: at 31.81% examples, 682421 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:28:16,500 : INFO : EPOCH 1 - PROGRESS: at 32.12% examples, 682198 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:17,502 : INFO : EPOCH 1 - PROGRESS: at 32.44% examples, 682008 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:18,502 : INFO : EPOCH 1 - PROGRESS: at 32.75% examples, 681753 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:19,512 : INFO : EPOCH 1 - PROGRESS: at 33.07% examples, 681515 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:20,515 : INFO : EPOCH 1 - PROGRESS: at 33.40% examples, 681384 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:21,530 : INFO : EPOCH 1 - PROGRESS: at 33.72% examples, 681165 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:22,546 : INFO : EPOCH 1 - PROGRESS: at 34.06% examples, 680987 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:23,549 : INFO : EPOCH 1 - PROGRESS: at 34.36% examples, 680851 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:28:24,557 : INFO : EPOCH 1 - PROGRESS: at 34.70% examples, 680659 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:28:25,566 : INFO : EPOCH 1 - PROGRESS: at 35.04% examples, 680488 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:26,580 : INFO : EPOCH 1 - PROGRESS: at 35.36% examples, 680368 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:27,583 : INFO : EPOCH 1 - PROGRESS: at 35.68% examples, 680206 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:28,592 : INFO : EPOCH 1 - PROGRESS: at 36.01% examples, 680021 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:28:29,598 : INFO : EPOCH 1 - PROGRESS: at 36.35% examples, 679903 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:28:30,601 : INFO : EPOCH 1 - PROGRESS: at 36.67% examples, 679827 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:31,610 : INFO : EPOCH 1 - PROGRESS: at 36.99% examples, 679657 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:32,639 : INFO : EPOCH 1 - PROGRESS: at 37.31% examples, 679508 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:33,662 : INFO : EPOCH 1 - PROGRESS: at 37.65% examples, 679373 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:34,666 : INFO : EPOCH 1 - PROGRESS: at 37.97% examples, 679245 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:35,679 : INFO : EPOCH 1 - PROGRESS: at 38.29% examples, 679054 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:36,680 : INFO : EPOCH 1 - PROGRESS: at 38.62% examples, 678972 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:28:37,692 : INFO : EPOCH 1 - PROGRESS: at 38.93% examples, 678905 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:38,697 : INFO : EPOCH 1 - PROGRESS: at 39.27% examples, 678769 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:39,698 : INFO : EPOCH 1 - PROGRESS: at 39.61% examples, 678588 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:40,705 : INFO : EPOCH 1 - PROGRESS: at 39.91% examples, 678460 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:41,706 : INFO : EPOCH 1 - PROGRESS: at 40.24% examples, 678464 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:28:42,720 : INFO : EPOCH 1 - PROGRESS: at 40.54% examples, 678271 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:28:43,745 : INFO : EPOCH 1 - PROGRESS: at 40.87% examples, 678055 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:28:44,745 : INFO : EPOCH 1 - PROGRESS: at 41.19% examples, 677960 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:45,747 : INFO : EPOCH 1 - PROGRESS: at 41.52% examples, 677901 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:46,749 : INFO : EPOCH 1 - PROGRESS: at 41.84% examples, 677814 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:47,759 : INFO : EPOCH 1 - PROGRESS: at 42.15% examples, 677738 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:48,769 : INFO : EPOCH 1 - PROGRESS: at 42.47% examples, 677641 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:49,775 : INFO : EPOCH 1 - PROGRESS: at 42.79% examples, 677430 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:50,791 : INFO : EPOCH 1 - PROGRESS: at 43.11% examples, 677329 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:51,799 : INFO : EPOCH 1 - PROGRESS: at 43.44% examples, 677239 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:52,823 : INFO : EPOCH 1 - PROGRESS: at 43.77% examples, 677054 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:53,825 : INFO : EPOCH 1 - PROGRESS: at 44.10% examples, 677016 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:54,830 : INFO : EPOCH 1 - PROGRESS: at 44.43% examples, 676914 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:55,841 : INFO : EPOCH 1 - PROGRESS: at 44.73% examples, 676846 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:56,844 : INFO : EPOCH 1 - PROGRESS: at 45.04% examples, 676835 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:57,854 : INFO : EPOCH 1 - PROGRESS: at 45.36% examples, 676694 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:58,860 : INFO : EPOCH 1 - PROGRESS: at 45.67% examples, 676471 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:28:59,860 : INFO : EPOCH 1 - PROGRESS: at 45.98% examples, 676125 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:00,876 : INFO : EPOCH 1 - PROGRESS: at 46.30% examples, 675740 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:01,884 : INFO : EPOCH 1 - PROGRESS: at 46.60% examples, 675277 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:02,885 : INFO : EPOCH 1 - PROGRESS: at 46.88% examples, 674569 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:03,905 : INFO : EPOCH 1 - PROGRESS: at 47.25% examples, 674778 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:29:04,907 : INFO : EPOCH 1 - PROGRESS: at 47.61% examples, 675198 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:05,909 : INFO : EPOCH 1 - PROGRESS: at 47.97% examples, 675619 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:06,915 : INFO : EPOCH 1 - PROGRESS: at 48.31% examples, 676018 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:07,915 : INFO : EPOCH 1 - PROGRESS: at 48.69% examples, 676417 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:29:08,927 : INFO : EPOCH 1 - PROGRESS: at 49.04% examples, 676730 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:09,943 : INFO : EPOCH 1 - PROGRESS: at 49.43% examples, 676981 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:10,953 : INFO : EPOCH 1 - PROGRESS: at 49.78% examples, 677378 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:29:11,956 : INFO : EPOCH 1 - PROGRESS: at 50.14% examples, 677743 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:12,959 : INFO : EPOCH 1 - PROGRESS: at 50.51% examples, 678074 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:13,960 : INFO : EPOCH 1 - PROGRESS: at 50.85% examples, 678413 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:29:14,963 : INFO : EPOCH 1 - PROGRESS: at 51.20% examples, 678711 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:15,977 : INFO : EPOCH 1 - PROGRESS: at 51.57% examples, 679012 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:16,978 : INFO : EPOCH 1 - PROGRESS: at 51.91% examples, 679386 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:17,981 : INFO : EPOCH 1 - PROGRESS: at 52.27% examples, 679686 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:18,985 : INFO : EPOCH 1 - PROGRESS: at 52.62% examples, 679976 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:19,987 : INFO : EPOCH 1 - PROGRESS: at 52.98% examples, 680231 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:20,989 : INFO : EPOCH 1 - PROGRESS: at 53.34% examples, 680664 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:21,994 : INFO : EPOCH 1 - PROGRESS: at 53.67% examples, 681043 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:22,996 : INFO : EPOCH 1 - PROGRESS: at 54.01% examples, 681366 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:24,017 : INFO : EPOCH 1 - PROGRESS: at 54.37% examples, 681636 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:25,022 : INFO : EPOCH 1 - PROGRESS: at 54.74% examples, 681929 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:26,023 : INFO : EPOCH 1 - PROGRESS: at 55.08% examples, 682243 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:27,023 : INFO : EPOCH 1 - PROGRESS: at 55.41% examples, 682541 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:28,025 : INFO : EPOCH 1 - PROGRESS: at 55.74% examples, 682812 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:29,035 : INFO : EPOCH 1 - PROGRESS: at 56.11% examples, 683142 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:30,042 : INFO : EPOCH 1 - PROGRESS: at 56.45% examples, 683389 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:31,045 : INFO : EPOCH 1 - PROGRESS: at 56.80% examples, 683674 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:32,064 : INFO : EPOCH 1 - PROGRESS: at 57.14% examples, 683931 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:33,073 : INFO : EPOCH 1 - PROGRESS: at 57.52% examples, 684160 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:34,074 : INFO : EPOCH 1 - PROGRESS: at 57.86% examples, 684454 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:35,092 : INFO : EPOCH 1 - PROGRESS: at 58.19% examples, 684749 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:36,093 : INFO : EPOCH 1 - PROGRESS: at 58.57% examples, 685106 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:37,100 : INFO : EPOCH 1 - PROGRESS: at 58.92% examples, 685301 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:38,107 : INFO : EPOCH 1 - PROGRESS: at 59.28% examples, 685575 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:39,109 : INFO : EPOCH 1 - PROGRESS: at 59.63% examples, 685861 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:40,113 : INFO : EPOCH 1 - PROGRESS: at 60.00% examples, 686091 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:41,122 : INFO : EPOCH 1 - PROGRESS: at 60.36% examples, 686279 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:42,125 : INFO : EPOCH 1 - PROGRESS: at 60.70% examples, 686560 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:43,126 : INFO : EPOCH 1 - PROGRESS: at 61.09% examples, 686808 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:44,132 : INFO : EPOCH 1 - PROGRESS: at 61.45% examples, 686997 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:45,141 : INFO : EPOCH 1 - PROGRESS: at 61.80% examples, 687233 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:46,156 : INFO : EPOCH 1 - PROGRESS: at 62.16% examples, 687433 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:47,164 : INFO : EPOCH 1 - PROGRESS: at 62.49% examples, 687633 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:48,176 : INFO : EPOCH 1 - PROGRESS: at 62.83% examples, 687883 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:49,184 : INFO : EPOCH 1 - PROGRESS: at 63.18% examples, 688135 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:50,185 : INFO : EPOCH 1 - PROGRESS: at 63.53% examples, 688384 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:51,196 : INFO : EPOCH 1 - PROGRESS: at 63.88% examples, 688634 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:52,197 : INFO : EPOCH 1 - PROGRESS: at 64.22% examples, 688838 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:53,198 : INFO : EPOCH 1 - PROGRESS: at 64.57% examples, 689016 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:54,203 : INFO : EPOCH 1 - PROGRESS: at 64.95% examples, 689259 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:55,210 : INFO : EPOCH 1 - PROGRESS: at 65.30% examples, 689474 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:29:56,216 : INFO : EPOCH 1 - PROGRESS: at 65.67% examples, 689689 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:57,226 : INFO : EPOCH 1 - PROGRESS: at 66.03% examples, 689895 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:58,228 : INFO : EPOCH 1 - PROGRESS: at 66.36% examples, 690111 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:29:59,232 : INFO : EPOCH 1 - PROGRESS: at 66.69% examples, 690373 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:30:00,238 : INFO : EPOCH 1 - PROGRESS: at 67.08% examples, 690555 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:01,241 : INFO : EPOCH 1 - PROGRESS: at 67.41% examples, 690710 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:02,245 : INFO : EPOCH 1 - PROGRESS: at 67.77% examples, 690900 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:03,259 : INFO : EPOCH 1 - PROGRESS: at 68.14% examples, 691029 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:04,279 : INFO : EPOCH 1 - PROGRESS: at 68.50% examples, 691234 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:05,283 : INFO : EPOCH 1 - PROGRESS: at 68.86% examples, 691453 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:06,294 : INFO : EPOCH 1 - PROGRESS: at 69.24% examples, 691611 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:07,312 : INFO : EPOCH 1 - PROGRESS: at 69.61% examples, 691772 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:08,319 : INFO : EPOCH 1 - PROGRESS: at 69.97% examples, 691962 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:09,348 : INFO : EPOCH 1 - PROGRESS: at 70.32% examples, 692146 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:30:10,352 : INFO : EPOCH 1 - PROGRESS: at 70.66% examples, 692330 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:11,355 : INFO : EPOCH 1 - PROGRESS: at 71.01% examples, 692506 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:30:12,365 : INFO : EPOCH 1 - PROGRESS: at 71.38% examples, 692661 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:13,366 : INFO : EPOCH 1 - PROGRESS: at 71.73% examples, 692875 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:14,382 : INFO : EPOCH 1 - PROGRESS: at 72.08% examples, 693004 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:15,384 : INFO : EPOCH 1 - PROGRESS: at 72.45% examples, 693167 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:16,399 : INFO : EPOCH 1 - PROGRESS: at 72.80% examples, 693251 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:30:17,401 : INFO : EPOCH 1 - PROGRESS: at 73.15% examples, 693421 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:18,407 : INFO : EPOCH 1 - PROGRESS: at 73.52% examples, 693564 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:19,408 : INFO : EPOCH 1 - PROGRESS: at 73.89% examples, 693723 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:20,414 : INFO : EPOCH 1 - PROGRESS: at 74.26% examples, 693855 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:21,418 : INFO : EPOCH 1 - PROGRESS: at 74.62% examples, 694000 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:22,424 : INFO : EPOCH 1 - PROGRESS: at 74.97% examples, 694196 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:23,431 : INFO : EPOCH 1 - PROGRESS: at 75.32% examples, 694189 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:24,445 : INFO : EPOCH 1 - PROGRESS: at 75.68% examples, 694353 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:25,446 : INFO : EPOCH 1 - PROGRESS: at 76.04% examples, 694504 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:26,446 : INFO : EPOCH 1 - PROGRESS: at 76.37% examples, 694649 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:27,447 : INFO : EPOCH 1 - PROGRESS: at 76.70% examples, 694852 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:28,460 : INFO : EPOCH 1 - PROGRESS: at 77.05% examples, 694933 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:29,465 : INFO : EPOCH 1 - PROGRESS: at 77.41% examples, 695109 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:30,468 : INFO : EPOCH 1 - PROGRESS: at 77.77% examples, 695250 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:31,471 : INFO : EPOCH 1 - PROGRESS: at 78.14% examples, 695377 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:32,471 : INFO : EPOCH 1 - PROGRESS: at 78.47% examples, 695570 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:33,474 : INFO : EPOCH 1 - PROGRESS: at 78.81% examples, 695649 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:34,476 : INFO : EPOCH 1 - PROGRESS: at 79.19% examples, 695758 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:35,481 : INFO : EPOCH 1 - PROGRESS: at 79.55% examples, 695861 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:30:36,490 : INFO : EPOCH 1 - PROGRESS: at 79.89% examples, 695982 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:30:37,493 : INFO : EPOCH 1 - PROGRESS: at 80.26% examples, 696114 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:38,496 : INFO : EPOCH 1 - PROGRESS: at 80.59% examples, 696237 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:39,509 : INFO : EPOCH 1 - PROGRESS: at 80.96% examples, 696347 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:40,511 : INFO : EPOCH 1 - PROGRESS: at 81.30% examples, 696515 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:41,514 : INFO : EPOCH 1 - PROGRESS: at 81.65% examples, 696641 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:42,530 : INFO : EPOCH 1 - PROGRESS: at 82.00% examples, 696791 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:43,538 : INFO : EPOCH 1 - PROGRESS: at 82.34% examples, 696928 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:44,541 : INFO : EPOCH 1 - PROGRESS: at 82.68% examples, 697042 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:45,545 : INFO : EPOCH 1 - PROGRESS: at 83.04% examples, 697167 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:46,552 : INFO : EPOCH 1 - PROGRESS: at 83.38% examples, 697346 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:47,554 : INFO : EPOCH 1 - PROGRESS: at 83.71% examples, 697467 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:48,560 : INFO : EPOCH 1 - PROGRESS: at 84.08% examples, 697607 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:49,566 : INFO : EPOCH 1 - PROGRESS: at 84.45% examples, 697690 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:30:50,577 : INFO : EPOCH 1 - PROGRESS: at 84.82% examples, 697768 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:51,583 : INFO : EPOCH 1 - PROGRESS: at 85.17% examples, 697884 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:52,593 : INFO : EPOCH 1 - PROGRESS: at 85.51% examples, 697997 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:53,596 : INFO : EPOCH 1 - PROGRESS: at 85.88% examples, 698079 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:54,603 : INFO : EPOCH 1 - PROGRESS: at 86.24% examples, 698219 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:55,608 : INFO : EPOCH 1 - PROGRESS: at 86.56% examples, 698346 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:56,627 : INFO : EPOCH 1 - PROGRESS: at 86.93% examples, 698463 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:57,636 : INFO : EPOCH 1 - PROGRESS: at 87.30% examples, 698560 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:58,647 : INFO : EPOCH 1 - PROGRESS: at 87.66% examples, 698667 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:30:59,677 : INFO : EPOCH 1 - PROGRESS: at 88.01% examples, 698749 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:00,685 : INFO : EPOCH 1 - PROGRESS: at 88.37% examples, 698892 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:01,704 : INFO : EPOCH 1 - PROGRESS: at 88.74% examples, 698996 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:02,708 : INFO : EPOCH 1 - PROGRESS: at 89.09% examples, 699159 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:03,723 : INFO : EPOCH 1 - PROGRESS: at 89.44% examples, 699256 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:04,726 : INFO : EPOCH 1 - PROGRESS: at 89.84% examples, 699348 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:05,726 : INFO : EPOCH 1 - PROGRESS: at 90.18% examples, 699438 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:06,728 : INFO : EPOCH 1 - PROGRESS: at 90.57% examples, 699562 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:07,736 : INFO : EPOCH 1 - PROGRESS: at 90.92% examples, 699619 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:08,742 : INFO : EPOCH 1 - PROGRESS: at 91.30% examples, 699722 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:09,756 : INFO : EPOCH 1 - PROGRESS: at 91.67% examples, 699827 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:10,761 : INFO : EPOCH 1 - PROGRESS: at 92.03% examples, 699962 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:11,773 : INFO : EPOCH 1 - PROGRESS: at 92.37% examples, 700031 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:12,774 : INFO : EPOCH 1 - PROGRESS: at 92.71% examples, 700119 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:13,788 : INFO : EPOCH 1 - PROGRESS: at 93.06% examples, 700177 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:14,798 : INFO : EPOCH 1 - PROGRESS: at 93.42% examples, 700248 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:15,807 : INFO : EPOCH 1 - PROGRESS: at 93.77% examples, 700352 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:16,816 : INFO : EPOCH 1 - PROGRESS: at 94.13% examples, 700463 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:17,829 : INFO : EPOCH 1 - PROGRESS: at 94.48% examples, 700554 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:18,833 : INFO : EPOCH 1 - PROGRESS: at 94.83% examples, 700655 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:31:19,848 : INFO : EPOCH 1 - PROGRESS: at 95.16% examples, 700767 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:31:20,851 : INFO : EPOCH 1 - PROGRESS: at 95.51% examples, 700852 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:21,852 : INFO : EPOCH 1 - PROGRESS: at 95.87% examples, 700921 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:22,853 : INFO : EPOCH 1 - PROGRESS: at 96.23% examples, 701018 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:23,856 : INFO : EPOCH 1 - PROGRESS: at 96.57% examples, 701136 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:24,860 : INFO : EPOCH 1 - PROGRESS: at 96.91% examples, 701209 words/s, in_qsize 7, out_qsize 1
2020-07-24 08:31:25,870 : INFO : EPOCH 1 - PROGRESS: at 97.28% examples, 701321 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:26,873 : INFO : EPOCH 1 - PROGRESS: at 97.66% examples, 701394 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:27,884 : INFO : EPOCH 1 - PROGRESS: at 98.02% examples, 701487 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:28,892 : INFO : EPOCH 1 - PROGRESS: at 98.40% examples, 701574 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:29,916 : INFO : EPOCH 1 - PROGRESS: at 98.79% examples, 701628 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:30,926 : INFO : EPOCH 1 - PROGRESS: at 99.16% examples, 701717 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:31,935 : INFO : EPOCH 1 - PROGRESS: at 99.50% examples, 701823 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:32,944 : INFO : EPOCH 1 - PROGRESS: at 99.84% examples, 701913 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:33,373 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 08:31:33,391 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 08:31:33,392 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 08:31:33,401 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 08:31:33,402 : INFO : EPOCH - 1 : training on 265946082 raw words (206812514 effective words) took 294.6s, 701966 effective words/s
2020-07-24 08:31:34,416 : INFO : EPOCH 2 - PROGRESS: at 0.33% examples, 707918 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:35,425 : INFO : EPOCH 2 - PROGRESS: at 0.71% examples, 712031 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:36,434 : INFO : EPOCH 2 - PROGRESS: at 1.08% examples, 716261 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:37,445 : INFO : EPOCH 2 - PROGRESS: at 1.47% examples, 719126 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:38,449 : INFO : EPOCH 2 - PROGRESS: at 1.82% examples, 718074 words/s, in_qsize 8, out_qsize 1
2020-07-24 08:31:39,471 : INFO : EPOCH 2 - PROGRESS: at 2.15% examples, 717777 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:40,487 : INFO : EPOCH 2 - PROGRESS: at 2.50% examples, 715028 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:41,497 : INFO : EPOCH 2 - PROGRESS: at 2.86% examples, 714561 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:42,510 : INFO : EPOCH 2 - PROGRESS: at 3.19% examples, 714003 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:43,519 : INFO : EPOCH 2 - PROGRESS: at 3.51% examples, 712617 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:44,534 : INFO : EPOCH 2 - PROGRESS: at 3.81% examples, 707518 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:45,538 : INFO : EPOCH 2 - PROGRESS: at 4.09% examples, 700527 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:46,555 : INFO : EPOCH 2 - PROGRESS: at 4.45% examples, 702113 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:47,559 : INFO : EPOCH 2 - PROGRESS: at 4.79% examples, 704539 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:48,578 : INFO : EPOCH 2 - PROGRESS: at 5.16% examples, 704972 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:49,579 : INFO : EPOCH 2 - PROGRESS: at 5.52% examples, 705783 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:50,583 : INFO : EPOCH 2 - PROGRESS: at 5.86% examples, 707902 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:51,592 : INFO : EPOCH 2 - PROGRESS: at 6.21% examples, 708747 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:52,614 : INFO : EPOCH 2 - PROGRESS: at 6.57% examples, 709421 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:53,634 : INFO : EPOCH 2 - PROGRESS: at 6.95% examples, 709918 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:54,635 : INFO : EPOCH 2 - PROGRESS: at 7.30% examples, 710981 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:55,645 : INFO : EPOCH 2 - PROGRESS: at 7.64% examples, 711102 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:56,645 : INFO : EPOCH 2 - PROGRESS: at 7.98% examples, 712471 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:57,650 : INFO : EPOCH 2 - PROGRESS: at 8.32% examples, 713651 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:58,659 : INFO : EPOCH 2 - PROGRESS: at 8.67% examples, 714193 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:31:59,679 : INFO : EPOCH 2 - PROGRESS: at 9.02% examples, 714455 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:00,689 : INFO : EPOCH 2 - PROGRESS: at 9.37% examples, 715048 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:01,699 : INFO : EPOCH 2 - PROGRESS: at 9.73% examples, 715722 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:02,701 : INFO : EPOCH 2 - PROGRESS: at 10.08% examples, 716384 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:03,707 : INFO : EPOCH 2 - PROGRESS: at 10.42% examples, 716834 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:04,715 : INFO : EPOCH 2 - PROGRESS: at 10.75% examples, 717537 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:32:05,715 : INFO : EPOCH 2 - PROGRESS: at 11.12% examples, 717725 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:06,717 : INFO : EPOCH 2 - PROGRESS: at 11.48% examples, 717871 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:07,744 : INFO : EPOCH 2 - PROGRESS: at 11.83% examples, 718079 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:08,754 : INFO : EPOCH 2 - PROGRESS: at 12.19% examples, 718636 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:09,768 : INFO : EPOCH 2 - PROGRESS: at 12.54% examples, 718790 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:10,770 : INFO : EPOCH 2 - PROGRESS: at 12.92% examples, 719079 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:32:11,774 : INFO : EPOCH 2 - PROGRESS: at 13.25% examples, 719435 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:12,789 : INFO : EPOCH 2 - PROGRESS: at 13.60% examples, 719491 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:13,790 : INFO : EPOCH 2 - PROGRESS: at 13.98% examples, 719725 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:14,794 : INFO : EPOCH 2 - PROGRESS: at 14.33% examples, 719713 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:15,806 : INFO : EPOCH 2 - PROGRESS: at 14.65% examples, 720020 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:16,823 : INFO : EPOCH 2 - PROGRESS: at 15.00% examples, 719825 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:32:17,840 : INFO : EPOCH 2 - PROGRESS: at 15.33% examples, 720165 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:18,851 : INFO : EPOCH 2 - PROGRESS: at 15.68% examples, 720288 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:19,853 : INFO : EPOCH 2 - PROGRESS: at 16.05% examples, 720569 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:20,865 : INFO : EPOCH 2 - PROGRESS: at 16.41% examples, 720667 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:32:21,871 : INFO : EPOCH 2 - PROGRESS: at 16.77% examples, 720922 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:22,874 : INFO : EPOCH 2 - PROGRESS: at 17.12% examples, 721026 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:23,878 : INFO : EPOCH 2 - PROGRESS: at 17.48% examples, 721090 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:24,889 : INFO : EPOCH 2 - PROGRESS: at 17.84% examples, 721249 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:25,889 : INFO : EPOCH 2 - PROGRESS: at 18.19% examples, 721447 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:26,893 : INFO : EPOCH 2 - PROGRESS: at 18.57% examples, 721607 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:27,898 : INFO : EPOCH 2 - PROGRESS: at 18.91% examples, 721863 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:28,913 : INFO : EPOCH 2 - PROGRESS: at 19.28% examples, 721874 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:29,922 : INFO : EPOCH 2 - PROGRESS: at 19.64% examples, 721878 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:30,927 : INFO : EPOCH 2 - PROGRESS: at 19.97% examples, 722081 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:31,928 : INFO : EPOCH 2 - PROGRESS: at 20.34% examples, 721968 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:32,935 : INFO : EPOCH 2 - PROGRESS: at 20.67% examples, 722034 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:33,940 : INFO : EPOCH 2 - PROGRESS: at 21.02% examples, 722199 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:32:34,942 : INFO : EPOCH 2 - PROGRESS: at 21.36% examples, 722351 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:35,954 : INFO : EPOCH 2 - PROGRESS: at 21.69% examples, 722474 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:32:36,957 : INFO : EPOCH 2 - PROGRESS: at 22.03% examples, 722494 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:37,964 : INFO : EPOCH 2 - PROGRESS: at 22.39% examples, 722585 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:38,966 : INFO : EPOCH 2 - PROGRESS: at 22.72% examples, 722501 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:39,985 : INFO : EPOCH 2 - PROGRESS: at 23.08% examples, 722759 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:41,013 : INFO : EPOCH 2 - PROGRESS: at 23.45% examples, 722722 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:42,017 : INFO : EPOCH 2 - PROGRESS: at 23.81% examples, 722899 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:32:43,037 : INFO : EPOCH 2 - PROGRESS: at 24.16% examples, 722962 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:44,050 : INFO : EPOCH 2 - PROGRESS: at 24.51% examples, 723108 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:32:45,051 : INFO : EPOCH 2 - PROGRESS: at 24.86% examples, 723275 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:46,073 : INFO : EPOCH 2 - PROGRESS: at 25.21% examples, 723291 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:47,087 : INFO : EPOCH 2 - PROGRESS: at 25.57% examples, 723324 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:48,098 : INFO : EPOCH 2 - PROGRESS: at 25.93% examples, 723419 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:49,102 : INFO : EPOCH 2 - PROGRESS: at 26.29% examples, 723476 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:50,130 : INFO : EPOCH 2 - PROGRESS: at 26.65% examples, 723450 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:51,150 : INFO : EPOCH 2 - PROGRESS: at 27.02% examples, 723597 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:52,165 : INFO : EPOCH 2 - PROGRESS: at 27.38% examples, 723596 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:53,172 : INFO : EPOCH 2 - PROGRESS: at 27.76% examples, 723619 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:54,177 : INFO : EPOCH 2 - PROGRESS: at 28.10% examples, 723697 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:55,192 : INFO : EPOCH 2 - PROGRESS: at 28.46% examples, 723818 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:56,209 : INFO : EPOCH 2 - PROGRESS: at 28.83% examples, 723796 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:57,214 : INFO : EPOCH 2 - PROGRESS: at 29.19% examples, 723883 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:58,228 : INFO : EPOCH 2 - PROGRESS: at 29.58% examples, 723815 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:32:59,229 : INFO : EPOCH 2 - PROGRESS: at 29.95% examples, 723897 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:00,250 : INFO : EPOCH 2 - PROGRESS: at 30.28% examples, 723804 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:01,257 : INFO : EPOCH 2 - PROGRESS: at 30.62% examples, 724021 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:02,260 : INFO : EPOCH 2 - PROGRESS: at 30.98% examples, 723974 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:03,262 : INFO : EPOCH 2 - PROGRESS: at 31.35% examples, 723963 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:33:04,286 : INFO : EPOCH 2 - PROGRESS: at 31.70% examples, 723930 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:05,293 : INFO : EPOCH 2 - PROGRESS: at 32.06% examples, 723968 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:06,295 : INFO : EPOCH 2 - PROGRESS: at 32.41% examples, 724062 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:07,297 : INFO : EPOCH 2 - PROGRESS: at 32.74% examples, 724035 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:08,298 : INFO : EPOCH 2 - PROGRESS: at 33.10% examples, 724163 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:09,313 : INFO : EPOCH 2 - PROGRESS: at 33.47% examples, 724148 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:10,315 : INFO : EPOCH 2 - PROGRESS: at 33.82% examples, 724146 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:11,320 : INFO : EPOCH 2 - PROGRESS: at 34.17% examples, 724157 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:12,322 : INFO : EPOCH 2 - PROGRESS: at 34.53% examples, 724233 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:13,335 : INFO : EPOCH 2 - PROGRESS: at 34.89% examples, 724314 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:14,339 : INFO : EPOCH 2 - PROGRESS: at 35.27% examples, 724279 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:15,345 : INFO : EPOCH 2 - PROGRESS: at 35.60% examples, 724337 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:16,346 : INFO : EPOCH 2 - PROGRESS: at 35.96% examples, 724408 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:33:17,360 : INFO : EPOCH 2 - PROGRESS: at 36.33% examples, 724321 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:18,365 : INFO : EPOCH 2 - PROGRESS: at 36.68% examples, 724375 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:19,370 : INFO : EPOCH 2 - PROGRESS: at 37.02% examples, 724457 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:20,371 : INFO : EPOCH 2 - PROGRESS: at 37.37% examples, 724517 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:21,384 : INFO : EPOCH 2 - PROGRESS: at 37.73% examples, 724455 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:22,391 : INFO : EPOCH 2 - PROGRESS: at 38.10% examples, 724472 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:23,394 : INFO : EPOCH 2 - PROGRESS: at 38.43% examples, 724401 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:24,408 : INFO : EPOCH 2 - PROGRESS: at 38.78% examples, 724425 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:25,421 : INFO : EPOCH 2 - PROGRESS: at 39.15% examples, 724408 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:26,426 : INFO : EPOCH 2 - PROGRESS: at 39.52% examples, 724399 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:33:27,434 : INFO : EPOCH 2 - PROGRESS: at 39.86% examples, 724451 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:28,455 : INFO : EPOCH 2 - PROGRESS: at 40.21% examples, 724455 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:29,457 : INFO : EPOCH 2 - PROGRESS: at 40.54% examples, 724424 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:33:30,459 : INFO : EPOCH 2 - PROGRESS: at 40.91% examples, 724473 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:31,473 : INFO : EPOCH 2 - PROGRESS: at 41.27% examples, 724532 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:32,489 : INFO : EPOCH 2 - PROGRESS: at 41.63% examples, 724529 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:33,494 : INFO : EPOCH 2 - PROGRESS: at 41.97% examples, 724623 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:33:34,496 : INFO : EPOCH 2 - PROGRESS: at 42.29% examples, 724573 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:35,505 : INFO : EPOCH 2 - PROGRESS: at 42.66% examples, 724596 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:36,507 : INFO : EPOCH 2 - PROGRESS: at 43.01% examples, 724638 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:37,522 : INFO : EPOCH 2 - PROGRESS: at 43.38% examples, 724595 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:33:38,528 : INFO : EPOCH 2 - PROGRESS: at 43.73% examples, 724548 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:39,531 : INFO : EPOCH 2 - PROGRESS: at 44.08% examples, 724628 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:40,549 : INFO : EPOCH 2 - PROGRESS: at 44.45% examples, 724661 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:41,555 : INFO : EPOCH 2 - PROGRESS: at 44.78% examples, 724791 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:42,566 : INFO : EPOCH 2 - PROGRESS: at 45.12% examples, 724801 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:43,582 : INFO : EPOCH 2 - PROGRESS: at 45.48% examples, 724766 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:44,600 : INFO : EPOCH 2 - PROGRESS: at 45.81% examples, 724747 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:45,610 : INFO : EPOCH 2 - PROGRESS: at 46.19% examples, 724744 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:46,616 : INFO : EPOCH 2 - PROGRESS: at 46.56% examples, 724702 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:47,620 : INFO : EPOCH 2 - PROGRESS: at 46.92% examples, 724734 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:48,623 : INFO : EPOCH 2 - PROGRESS: at 47.29% examples, 724772 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:33:49,631 : INFO : EPOCH 2 - PROGRESS: at 47.64% examples, 724797 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:33:50,642 : INFO : EPOCH 2 - PROGRESS: at 48.00% examples, 724867 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:33:51,650 : INFO : EPOCH 2 - PROGRESS: at 48.35% examples, 724948 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:52,656 : INFO : EPOCH 2 - PROGRESS: at 48.72% examples, 724900 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:53,667 : INFO : EPOCH 2 - PROGRESS: at 49.09% examples, 724919 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:54,681 : INFO : EPOCH 2 - PROGRESS: at 49.47% examples, 724898 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:55,682 : INFO : EPOCH 2 - PROGRESS: at 49.81% examples, 724977 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:56,683 : INFO : EPOCH 2 - PROGRESS: at 50.18% examples, 725057 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:57,685 : INFO : EPOCH 2 - PROGRESS: at 50.53% examples, 725006 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:33:58,695 : INFO : EPOCH 2 - PROGRESS: at 50.89% examples, 725024 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:33:59,717 : INFO : EPOCH 2 - PROGRESS: at 51.24% examples, 725005 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:00,718 : INFO : EPOCH 2 - PROGRESS: at 51.60% examples, 725007 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:01,721 : INFO : EPOCH 2 - PROGRESS: at 51.94% examples, 725002 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:02,723 : INFO : EPOCH 2 - PROGRESS: at 52.30% examples, 724967 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:03,727 : INFO : EPOCH 2 - PROGRESS: at 52.65% examples, 724976 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:04,736 : INFO : EPOCH 2 - PROGRESS: at 53.01% examples, 724987 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:05,739 : INFO : EPOCH 2 - PROGRESS: at 53.36% examples, 725104 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:06,750 : INFO : EPOCH 2 - PROGRESS: at 53.69% examples, 725134 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:07,755 : INFO : EPOCH 2 - PROGRESS: at 54.03% examples, 725197 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:08,763 : INFO : EPOCH 2 - PROGRESS: at 54.40% examples, 725212 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:09,773 : INFO : EPOCH 2 - PROGRESS: at 54.76% examples, 725170 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:10,785 : INFO : EPOCH 2 - PROGRESS: at 55.11% examples, 725195 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:11,797 : INFO : EPOCH 2 - PROGRESS: at 55.44% examples, 725304 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:34:12,807 : INFO : EPOCH 2 - PROGRESS: at 55.77% examples, 725300 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:13,812 : INFO : EPOCH 2 - PROGRESS: at 56.12% examples, 725360 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:14,817 : INFO : EPOCH 2 - PROGRESS: at 56.47% examples, 725423 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:15,820 : INFO : EPOCH 2 - PROGRESS: at 56.82% examples, 725394 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:16,826 : INFO : EPOCH 2 - PROGRESS: at 57.16% examples, 725387 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:17,836 : INFO : EPOCH 2 - PROGRESS: at 57.53% examples, 725321 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:18,839 : INFO : EPOCH 2 - PROGRESS: at 57.86% examples, 725331 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:19,847 : INFO : EPOCH 2 - PROGRESS: at 58.18% examples, 725206 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:34:20,856 : INFO : EPOCH 2 - PROGRESS: at 58.53% examples, 725012 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:21,858 : INFO : EPOCH 2 - PROGRESS: at 58.86% examples, 724743 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:22,869 : INFO : EPOCH 2 - PROGRESS: at 59.17% examples, 723855 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:23,885 : INFO : EPOCH 2 - PROGRESS: at 59.48% examples, 723785 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:24,889 : INFO : EPOCH 2 - PROGRESS: at 59.85% examples, 723800 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:25,904 : INFO : EPOCH 2 - PROGRESS: at 60.22% examples, 723861 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:26,914 : INFO : EPOCH 2 - PROGRESS: at 60.58% examples, 723852 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:27,921 : INFO : EPOCH 2 - PROGRESS: at 60.94% examples, 723847 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:28,927 : INFO : EPOCH 2 - PROGRESS: at 61.31% examples, 723880 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:29,939 : INFO : EPOCH 2 - PROGRESS: at 61.66% examples, 723872 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:34:30,944 : INFO : EPOCH 2 - PROGRESS: at 62.03% examples, 723952 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:31,949 : INFO : EPOCH 2 - PROGRESS: at 62.38% examples, 723993 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:32,954 : INFO : EPOCH 2 - PROGRESS: at 62.70% examples, 724017 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:33,957 : INFO : EPOCH 2 - PROGRESS: at 63.04% examples, 724031 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:34,962 : INFO : EPOCH 2 - PROGRESS: at 63.39% examples, 724097 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:35,964 : INFO : EPOCH 2 - PROGRESS: at 63.73% examples, 724030 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:36,965 : INFO : EPOCH 2 - PROGRESS: at 64.06% examples, 724108 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:37,975 : INFO : EPOCH 2 - PROGRESS: at 64.42% examples, 724115 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:34:38,978 : INFO : EPOCH 2 - PROGRESS: at 64.79% examples, 724099 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:39,983 : INFO : EPOCH 2 - PROGRESS: at 65.14% examples, 724083 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:40,988 : INFO : EPOCH 2 - PROGRESS: at 65.49% examples, 724129 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:41,991 : INFO : EPOCH 2 - PROGRESS: at 65.86% examples, 724118 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:42,994 : INFO : EPOCH 2 - PROGRESS: at 66.21% examples, 724159 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:43,995 : INFO : EPOCH 2 - PROGRESS: at 66.52% examples, 724281 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:45,003 : INFO : EPOCH 2 - PROGRESS: at 66.91% examples, 724250 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:46,006 : INFO : EPOCH 2 - PROGRESS: at 67.26% examples, 724307 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:47,015 : INFO : EPOCH 2 - PROGRESS: at 67.60% examples, 724332 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:48,027 : INFO : EPOCH 2 - PROGRESS: at 67.98% examples, 724300 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:49,032 : INFO : EPOCH 2 - PROGRESS: at 68.34% examples, 724324 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:50,041 : INFO : EPOCH 2 - PROGRESS: at 68.68% examples, 724310 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:51,049 : INFO : EPOCH 2 - PROGRESS: at 69.04% examples, 724294 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:52,054 : INFO : EPOCH 2 - PROGRESS: at 69.42% examples, 724263 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:53,065 : INFO : EPOCH 2 - PROGRESS: at 69.78% examples, 724258 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:34:54,072 : INFO : EPOCH 2 - PROGRESS: at 70.12% examples, 724320 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:55,083 : INFO : EPOCH 2 - PROGRESS: at 70.46% examples, 724255 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:56,094 : INFO : EPOCH 2 - PROGRESS: at 70.81% examples, 724274 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:57,099 : INFO : EPOCH 2 - PROGRESS: at 71.17% examples, 724294 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:58,100 : INFO : EPOCH 2 - PROGRESS: at 71.53% examples, 724247 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:34:59,106 : INFO : EPOCH 2 - PROGRESS: at 71.88% examples, 724292 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:00,114 : INFO : EPOCH 2 - PROGRESS: at 72.24% examples, 724264 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:01,114 : INFO : EPOCH 2 - PROGRESS: at 72.60% examples, 724228 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:02,118 : INFO : EPOCH 2 - PROGRESS: at 72.94% examples, 724214 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:03,119 : INFO : EPOCH 2 - PROGRESS: at 73.28% examples, 724219 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:04,119 : INFO : EPOCH 2 - PROGRESS: at 73.66% examples, 724253 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:05,124 : INFO : EPOCH 2 - PROGRESS: at 74.04% examples, 724260 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:06,128 : INFO : EPOCH 2 - PROGRESS: at 74.40% examples, 724258 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:07,134 : INFO : EPOCH 2 - PROGRESS: at 74.75% examples, 724263 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:08,137 : INFO : EPOCH 2 - PROGRESS: at 75.11% examples, 724299 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:09,138 : INFO : EPOCH 2 - PROGRESS: at 75.46% examples, 724322 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:10,153 : INFO : EPOCH 2 - PROGRESS: at 75.81% examples, 724305 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:35:11,166 : INFO : EPOCH 2 - PROGRESS: at 76.16% examples, 724303 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:12,173 : INFO : EPOCH 2 - PROGRESS: at 76.51% examples, 724318 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:35:13,179 : INFO : EPOCH 2 - PROGRESS: at 76.84% examples, 724302 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:14,186 : INFO : EPOCH 2 - PROGRESS: at 77.21% examples, 724323 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:15,194 : INFO : EPOCH 2 - PROGRESS: at 77.54% examples, 724317 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:16,200 : INFO : EPOCH 2 - PROGRESS: at 77.92% examples, 724324 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:17,210 : INFO : EPOCH 2 - PROGRESS: at 78.26% examples, 724290 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:18,214 : INFO : EPOCH 2 - PROGRESS: at 78.61% examples, 724319 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:19,217 : INFO : EPOCH 2 - PROGRESS: at 78.96% examples, 724288 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:20,221 : INFO : EPOCH 2 - PROGRESS: at 79.33% examples, 724263 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:21,231 : INFO : EPOCH 2 - PROGRESS: at 79.69% examples, 724267 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:22,236 : INFO : EPOCH 2 - PROGRESS: at 80.05% examples, 724263 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:23,238 : INFO : EPOCH 2 - PROGRESS: at 80.39% examples, 724300 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:35:24,239 : INFO : EPOCH 2 - PROGRESS: at 80.74% examples, 724296 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:25,246 : INFO : EPOCH 2 - PROGRESS: at 81.09% examples, 724307 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:26,257 : INFO : EPOCH 2 - PROGRESS: at 81.44% examples, 724333 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:27,258 : INFO : EPOCH 2 - PROGRESS: at 81.79% examples, 724314 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:28,263 : INFO : EPOCH 2 - PROGRESS: at 82.13% examples, 724370 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:29,288 : INFO : EPOCH 2 - PROGRESS: at 82.46% examples, 724381 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:30,293 : INFO : EPOCH 2 - PROGRESS: at 82.83% examples, 724416 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:31,302 : INFO : EPOCH 2 - PROGRESS: at 83.17% examples, 724423 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:32,313 : INFO : EPOCH 2 - PROGRESS: at 83.52% examples, 724466 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:33,321 : INFO : EPOCH 2 - PROGRESS: at 83.86% examples, 724493 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:34,334 : INFO : EPOCH 2 - PROGRESS: at 84.23% examples, 724481 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:35,360 : INFO : EPOCH 2 - PROGRESS: at 84.61% examples, 724466 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:36,363 : INFO : EPOCH 2 - PROGRESS: at 84.98% examples, 724491 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:37,379 : INFO : EPOCH 2 - PROGRESS: at 85.32% examples, 724486 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:38,391 : INFO : EPOCH 2 - PROGRESS: at 85.68% examples, 724481 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:35:39,395 : INFO : EPOCH 2 - PROGRESS: at 86.04% examples, 724491 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:40,397 : INFO : EPOCH 2 - PROGRESS: at 86.38% examples, 724508 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:41,414 : INFO : EPOCH 2 - PROGRESS: at 86.72% examples, 724456 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:42,418 : INFO : EPOCH 2 - PROGRESS: at 87.09% examples, 724485 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:43,425 : INFO : EPOCH 2 - PROGRESS: at 87.44% examples, 724484 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:44,434 : INFO : EPOCH 2 - PROGRESS: at 87.80% examples, 724518 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:45,437 : INFO : EPOCH 2 - PROGRESS: at 88.17% examples, 724516 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:46,453 : INFO : EPOCH 2 - PROGRESS: at 88.53% examples, 724544 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:47,456 : INFO : EPOCH 2 - PROGRESS: at 88.88% examples, 724578 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:48,460 : INFO : EPOCH 2 - PROGRESS: at 89.22% examples, 724617 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:49,468 : INFO : EPOCH 2 - PROGRESS: at 89.59% examples, 724650 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:50,477 : INFO : EPOCH 2 - PROGRESS: at 89.98% examples, 724601 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:51,480 : INFO : EPOCH 2 - PROGRESS: at 90.34% examples, 724628 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:52,484 : INFO : EPOCH 2 - PROGRESS: at 90.70% examples, 724596 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:53,487 : INFO : EPOCH 2 - PROGRESS: at 91.07% examples, 724617 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:54,505 : INFO : EPOCH 2 - PROGRESS: at 91.44% examples, 724592 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:55,516 : INFO : EPOCH 2 - PROGRESS: at 91.82% examples, 724607 words/s, in_qsize 7, out_qsize 1
2020-07-24 08:35:56,524 : INFO : EPOCH 2 - PROGRESS: at 92.17% examples, 724631 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:57,528 : INFO : EPOCH 2 - PROGRESS: at 92.50% examples, 724644 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:58,532 : INFO : EPOCH 2 - PROGRESS: at 92.85% examples, 724662 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:35:59,532 : INFO : EPOCH 2 - PROGRESS: at 93.19% examples, 724622 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:00,535 : INFO : EPOCH 2 - PROGRESS: at 93.57% examples, 724592 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:01,536 : INFO : EPOCH 2 - PROGRESS: at 93.91% examples, 724638 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:02,538 : INFO : EPOCH 2 - PROGRESS: at 94.25% examples, 724591 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:03,543 : INFO : EPOCH 2 - PROGRESS: at 94.61% examples, 724586 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:04,565 : INFO : EPOCH 2 - PROGRESS: at 94.96% examples, 724605 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:05,590 : INFO : EPOCH 2 - PROGRESS: at 95.25% examples, 724462 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:36:06,607 : INFO : EPOCH 2 - PROGRESS: at 95.58% examples, 724232 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:07,618 : INFO : EPOCH 2 - PROGRESS: at 95.93% examples, 723973 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:08,626 : INFO : EPOCH 2 - PROGRESS: at 96.25% examples, 723734 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:09,626 : INFO : EPOCH 2 - PROGRESS: at 96.56% examples, 723508 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:36:10,637 : INFO : EPOCH 2 - PROGRESS: at 96.87% examples, 723283 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:11,643 : INFO : EPOCH 2 - PROGRESS: at 97.19% examples, 723042 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:12,647 : INFO : EPOCH 2 - PROGRESS: at 97.54% examples, 722830 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:13,664 : INFO : EPOCH 2 - PROGRESS: at 97.86% examples, 722564 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:14,667 : INFO : EPOCH 2 - PROGRESS: at 98.21% examples, 722354 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:15,681 : INFO : EPOCH 2 - PROGRESS: at 98.56% examples, 722082 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:16,683 : INFO : EPOCH 2 - PROGRESS: at 98.88% examples, 721898 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:17,687 : INFO : EPOCH 2 - PROGRESS: at 99.22% examples, 721652 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:18,689 : INFO : EPOCH 2 - PROGRESS: at 99.54% examples, 721469 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:19,689 : INFO : EPOCH 2 - PROGRESS: at 99.84% examples, 721258 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:20,159 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 08:36:20,175 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 08:36:20,177 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 08:36:20,190 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 08:36:20,191 : INFO : EPOCH - 2 : training on 265946082 raw words (206821221 effective words) took 286.8s, 721173 effective words/s
2020-07-24 08:36:21,208 : INFO : EPOCH 3 - PROGRESS: at 0.31% examples, 642100 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:22,212 : INFO : EPOCH 3 - PROGRESS: at 0.66% examples, 651656 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:23,215 : INFO : EPOCH 3 - PROGRESS: at 0.99% examples, 655549 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:24,218 : INFO : EPOCH 3 - PROGRESS: at 1.33% examples, 657774 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:25,224 : INFO : EPOCH 3 - PROGRESS: at 1.67% examples, 655820 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:26,225 : INFO : EPOCH 3 - PROGRESS: at 1.98% examples, 657613 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:27,229 : INFO : EPOCH 3 - PROGRESS: at 2.30% examples, 658725 words/s, in_qsize 7, out_qsize 1
2020-07-24 08:36:28,237 : INFO : EPOCH 3 - PROGRESS: at 2.60% examples, 658631 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:29,242 : INFO : EPOCH 3 - PROGRESS: at 2.94% examples, 659103 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:30,244 : INFO : EPOCH 3 - PROGRESS: at 3.25% examples, 659588 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:31,263 : INFO : EPOCH 3 - PROGRESS: at 3.54% examples, 658773 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:32,275 : INFO : EPOCH 3 - PROGRESS: at 3.86% examples, 659393 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:33,275 : INFO : EPOCH 3 - PROGRESS: at 4.16% examples, 659930 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:34,284 : INFO : EPOCH 3 - PROGRESS: at 4.49% examples, 659575 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:35,298 : INFO : EPOCH 3 - PROGRESS: at 4.79% examples, 660632 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:36,308 : INFO : EPOCH 3 - PROGRESS: at 5.12% examples, 660151 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:37,316 : INFO : EPOCH 3 - PROGRESS: at 5.46% examples, 659698 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:36:38,324 : INFO : EPOCH 3 - PROGRESS: at 5.78% examples, 660028 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:39,342 : INFO : EPOCH 3 - PROGRESS: at 6.09% examples, 660257 words/s, in_qsize 7, out_qsize 1
2020-07-24 08:36:40,353 : INFO : EPOCH 3 - PROGRESS: at 6.41% examples, 660354 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:41,371 : INFO : EPOCH 3 - PROGRESS: at 6.76% examples, 660432 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:42,373 : INFO : EPOCH 3 - PROGRESS: at 7.08% examples, 660006 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:43,384 : INFO : EPOCH 3 - PROGRESS: at 7.39% examples, 659852 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:44,384 : INFO : EPOCH 3 - PROGRESS: at 7.71% examples, 659595 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:45,394 : INFO : EPOCH 3 - PROGRESS: at 8.02% examples, 659349 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:46,409 : INFO : EPOCH 3 - PROGRESS: at 8.32% examples, 659604 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:47,414 : INFO : EPOCH 3 - PROGRESS: at 8.63% examples, 659546 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:48,420 : INFO : EPOCH 3 - PROGRESS: at 8.95% examples, 659482 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:49,435 : INFO : EPOCH 3 - PROGRESS: at 9.28% examples, 659459 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:50,441 : INFO : EPOCH 3 - PROGRESS: at 9.58% examples, 659713 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:51,452 : INFO : EPOCH 3 - PROGRESS: at 9.89% examples, 659373 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:52,456 : INFO : EPOCH 3 - PROGRESS: at 10.23% examples, 659430 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:53,458 : INFO : EPOCH 3 - PROGRESS: at 10.52% examples, 659767 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:54,482 : INFO : EPOCH 3 - PROGRESS: at 10.82% examples, 659614 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:36:55,496 : INFO : EPOCH 3 - PROGRESS: at 11.17% examples, 659897 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:56,496 : INFO : EPOCH 3 - PROGRESS: at 11.49% examples, 659613 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:57,503 : INFO : EPOCH 3 - PROGRESS: at 11.81% examples, 659857 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:36:58,505 : INFO : EPOCH 3 - PROGRESS: at 12.13% examples, 659581 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:36:59,510 : INFO : EPOCH 3 - PROGRESS: at 12.44% examples, 658821 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:00,516 : INFO : EPOCH 3 - PROGRESS: at 12.74% examples, 658229 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:01,517 : INFO : EPOCH 3 - PROGRESS: at 13.05% examples, 657645 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:02,531 : INFO : EPOCH 3 - PROGRESS: at 13.31% examples, 655866 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:37:03,546 : INFO : EPOCH 3 - PROGRESS: at 13.63% examples, 655043 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:04,557 : INFO : EPOCH 3 - PROGRESS: at 14.01% examples, 656423 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:05,561 : INFO : EPOCH 3 - PROGRESS: at 14.36% examples, 658064 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:06,562 : INFO : EPOCH 3 - PROGRESS: at 14.67% examples, 659745 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:07,565 : INFO : EPOCH 3 - PROGRESS: at 15.03% examples, 660954 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:08,577 : INFO : EPOCH 3 - PROGRESS: at 15.36% examples, 662479 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:09,586 : INFO : EPOCH 3 - PROGRESS: at 15.70% examples, 663764 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:10,595 : INFO : EPOCH 3 - PROGRESS: at 16.07% examples, 664886 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:11,596 : INFO : EPOCH 3 - PROGRESS: at 16.43% examples, 666131 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:12,602 : INFO : EPOCH 3 - PROGRESS: at 16.78% examples, 667254 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:13,604 : INFO : EPOCH 3 - PROGRESS: at 17.12% examples, 668092 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:14,611 : INFO : EPOCH 3 - PROGRESS: at 17.50% examples, 669278 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:15,622 : INFO : EPOCH 3 - PROGRESS: at 17.84% examples, 670334 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:16,626 : INFO : EPOCH 3 - PROGRESS: at 18.20% examples, 671266 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:17,629 : INFO : EPOCH 3 - PROGRESS: at 18.58% examples, 672386 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:18,636 : INFO : EPOCH 3 - PROGRESS: at 18.92% examples, 673335 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:19,645 : INFO : EPOCH 3 - PROGRESS: at 19.28% examples, 674232 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:20,653 : INFO : EPOCH 3 - PROGRESS: at 19.65% examples, 675127 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:21,654 : INFO : EPOCH 3 - PROGRESS: at 19.99% examples, 676146 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:22,657 : INFO : EPOCH 3 - PROGRESS: at 20.35% examples, 676810 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:23,660 : INFO : EPOCH 3 - PROGRESS: at 20.68% examples, 677614 words/s, in_qsize 8, out_qsize 1
2020-07-24 08:37:24,676 : INFO : EPOCH 3 - PROGRESS: at 21.04% examples, 678413 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:25,684 : INFO : EPOCH 3 - PROGRESS: at 21.37% examples, 679266 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:26,686 : INFO : EPOCH 3 - PROGRESS: at 21.71% examples, 680071 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:27,696 : INFO : EPOCH 3 - PROGRESS: at 22.06% examples, 680957 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:28,709 : INFO : EPOCH 3 - PROGRESS: at 22.41% examples, 681753 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:29,716 : INFO : EPOCH 3 - PROGRESS: at 22.75% examples, 682319 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:30,718 : INFO : EPOCH 3 - PROGRESS: at 23.11% examples, 682948 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:31,732 : INFO : EPOCH 3 - PROGRESS: at 23.47% examples, 683442 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:32,740 : INFO : EPOCH 3 - PROGRESS: at 23.83% examples, 684205 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:33,746 : INFO : EPOCH 3 - PROGRESS: at 24.18% examples, 684830 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:34,746 : INFO : EPOCH 3 - PROGRESS: at 24.51% examples, 685403 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:35,758 : INFO : EPOCH 3 - PROGRESS: at 24.87% examples, 685970 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:36,772 : INFO : EPOCH 3 - PROGRESS: at 25.22% examples, 686652 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:37,782 : INFO : EPOCH 3 - PROGRESS: at 25.58% examples, 687077 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:38,783 : INFO : EPOCH 3 - PROGRESS: at 25.93% examples, 687539 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:39,808 : INFO : EPOCH 3 - PROGRESS: at 26.30% examples, 688071 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:40,810 : INFO : EPOCH 3 - PROGRESS: at 26.65% examples, 688613 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:37:41,814 : INFO : EPOCH 3 - PROGRESS: at 27.02% examples, 689152 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:42,821 : INFO : EPOCH 3 - PROGRESS: at 27.38% examples, 689530 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:43,826 : INFO : EPOCH 3 - PROGRESS: at 27.75% examples, 690013 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:44,839 : INFO : EPOCH 3 - PROGRESS: at 28.10% examples, 690493 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:45,847 : INFO : EPOCH 3 - PROGRESS: at 28.45% examples, 690770 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:46,854 : INFO : EPOCH 3 - PROGRESS: at 28.82% examples, 691294 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:47,864 : INFO : EPOCH 3 - PROGRESS: at 29.19% examples, 691834 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:48,867 : INFO : EPOCH 3 - PROGRESS: at 29.57% examples, 692202 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:49,867 : INFO : EPOCH 3 - PROGRESS: at 29.94% examples, 692555 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:50,874 : INFO : EPOCH 3 - PROGRESS: at 30.26% examples, 692943 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:51,879 : INFO : EPOCH 3 - PROGRESS: at 30.61% examples, 693437 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:52,880 : INFO : EPOCH 3 - PROGRESS: at 30.96% examples, 693769 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:53,881 : INFO : EPOCH 3 - PROGRESS: at 31.34% examples, 693974 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:54,885 : INFO : EPOCH 3 - PROGRESS: at 31.67% examples, 694248 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:55,892 : INFO : EPOCH 3 - PROGRESS: at 32.04% examples, 694564 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:56,894 : INFO : EPOCH 3 - PROGRESS: at 32.38% examples, 694976 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:57,899 : INFO : EPOCH 3 - PROGRESS: at 32.72% examples, 695280 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:58,912 : INFO : EPOCH 3 - PROGRESS: at 33.08% examples, 695567 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:37:59,913 : INFO : EPOCH 3 - PROGRESS: at 33.43% examples, 695875 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:00,915 : INFO : EPOCH 3 - PROGRESS: at 33.78% examples, 696028 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:01,922 : INFO : EPOCH 3 - PROGRESS: at 34.13% examples, 696372 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:02,939 : INFO : EPOCH 3 - PROGRESS: at 34.48% examples, 696596 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:03,940 : INFO : EPOCH 3 - PROGRESS: at 34.86% examples, 696879 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:04,941 : INFO : EPOCH 3 - PROGRESS: at 35.23% examples, 697247 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:38:05,952 : INFO : EPOCH 3 - PROGRESS: at 35.57% examples, 697624 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:06,960 : INFO : EPOCH 3 - PROGRESS: at 35.93% examples, 697940 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:07,967 : INFO : EPOCH 3 - PROGRESS: at 36.30% examples, 698195 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:08,979 : INFO : EPOCH 3 - PROGRESS: at 36.66% examples, 698513 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:09,984 : INFO : EPOCH 3 - PROGRESS: at 37.00% examples, 698673 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:10,985 : INFO : EPOCH 3 - PROGRESS: at 37.34% examples, 699043 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:11,991 : INFO : EPOCH 3 - PROGRESS: at 37.71% examples, 699247 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:12,997 : INFO : EPOCH 3 - PROGRESS: at 38.07% examples, 699478 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:14,005 : INFO : EPOCH 3 - PROGRESS: at 38.41% examples, 699717 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:15,005 : INFO : EPOCH 3 - PROGRESS: at 38.76% examples, 700080 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:38:16,017 : INFO : EPOCH 3 - PROGRESS: at 39.12% examples, 700173 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:17,021 : INFO : EPOCH 3 - PROGRESS: at 39.49% examples, 700441 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:18,040 : INFO : EPOCH 3 - PROGRESS: at 39.83% examples, 700633 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:19,043 : INFO : EPOCH 3 - PROGRESS: at 40.19% examples, 700851 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:20,063 : INFO : EPOCH 3 - PROGRESS: at 40.53% examples, 701082 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:21,072 : INFO : EPOCH 3 - PROGRESS: at 40.89% examples, 701322 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:22,073 : INFO : EPOCH 3 - PROGRESS: at 41.24% examples, 701446 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:23,094 : INFO : EPOCH 3 - PROGRESS: at 41.61% examples, 701669 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:24,097 : INFO : EPOCH 3 - PROGRESS: at 41.95% examples, 701931 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:25,100 : INFO : EPOCH 3 - PROGRESS: at 42.27% examples, 702084 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:26,125 : INFO : EPOCH 3 - PROGRESS: at 42.64% examples, 702312 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:27,128 : INFO : EPOCH 3 - PROGRESS: at 43.00% examples, 702483 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:28,134 : INFO : EPOCH 3 - PROGRESS: at 43.36% examples, 702645 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:29,150 : INFO : EPOCH 3 - PROGRESS: at 43.72% examples, 702776 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:30,158 : INFO : EPOCH 3 - PROGRESS: at 44.07% examples, 703059 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:31,164 : INFO : EPOCH 3 - PROGRESS: at 44.44% examples, 703215 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:32,179 : INFO : EPOCH 3 - PROGRESS: at 44.76% examples, 703450 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:33,182 : INFO : EPOCH 3 - PROGRESS: at 45.11% examples, 703630 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:34,183 : INFO : EPOCH 3 - PROGRESS: at 45.45% examples, 703843 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:35,186 : INFO : EPOCH 3 - PROGRESS: at 45.80% examples, 704018 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:36,195 : INFO : EPOCH 3 - PROGRESS: at 46.16% examples, 704107 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:37,205 : INFO : EPOCH 3 - PROGRESS: at 46.53% examples, 704215 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:38:38,209 : INFO : EPOCH 3 - PROGRESS: at 46.89% examples, 704373 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:39,233 : INFO : EPOCH 3 - PROGRESS: at 47.27% examples, 704517 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:40,236 : INFO : EPOCH 3 - PROGRESS: at 47.62% examples, 704780 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:41,244 : INFO : EPOCH 3 - PROGRESS: at 47.98% examples, 704917 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:38:42,262 : INFO : EPOCH 3 - PROGRESS: at 48.33% examples, 705068 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:38:43,282 : INFO : EPOCH 3 - PROGRESS: at 48.71% examples, 705246 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:44,287 : INFO : EPOCH 3 - PROGRESS: at 49.07% examples, 705452 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:45,292 : INFO : EPOCH 3 - PROGRESS: at 49.45% examples, 705522 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:46,297 : INFO : EPOCH 3 - PROGRESS: at 49.79% examples, 705719 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:47,300 : INFO : EPOCH 3 - PROGRESS: at 50.16% examples, 705890 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:48,304 : INFO : EPOCH 3 - PROGRESS: at 50.53% examples, 706108 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:49,312 : INFO : EPOCH 3 - PROGRESS: at 50.87% examples, 706223 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:50,315 : INFO : EPOCH 3 - PROGRESS: at 51.22% examples, 706283 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:51,328 : INFO : EPOCH 3 - PROGRESS: at 51.58% examples, 706417 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:52,336 : INFO : EPOCH 3 - PROGRESS: at 51.93% examples, 706607 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:53,336 : INFO : EPOCH 3 - PROGRESS: at 52.28% examples, 706709 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:54,339 : INFO : EPOCH 3 - PROGRESS: at 52.64% examples, 706838 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:55,360 : INFO : EPOCH 3 - PROGRESS: at 53.00% examples, 706963 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:56,382 : INFO : EPOCH 3 - PROGRESS: at 53.35% examples, 707129 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:57,392 : INFO : EPOCH 3 - PROGRESS: at 53.69% examples, 707354 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:58,396 : INFO : EPOCH 3 - PROGRESS: at 54.03% examples, 707540 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:38:59,414 : INFO : EPOCH 3 - PROGRESS: at 54.40% examples, 707626 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:00,419 : INFO : EPOCH 3 - PROGRESS: at 54.76% examples, 707717 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:01,424 : INFO : EPOCH 3 - PROGRESS: at 55.10% examples, 707856 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:02,428 : INFO : EPOCH 3 - PROGRESS: at 55.42% examples, 707946 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:03,435 : INFO : EPOCH 3 - PROGRESS: at 55.76% examples, 708061 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:04,437 : INFO : EPOCH 3 - PROGRESS: at 56.11% examples, 708220 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:05,437 : INFO : EPOCH 3 - PROGRESS: at 56.46% examples, 708324 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:06,456 : INFO : EPOCH 3 - PROGRESS: at 56.80% examples, 708443 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:07,459 : INFO : EPOCH 3 - PROGRESS: at 57.14% examples, 708546 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:08,462 : INFO : EPOCH 3 - PROGRESS: at 57.51% examples, 708615 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:09,463 : INFO : EPOCH 3 - PROGRESS: at 57.85% examples, 708777 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:10,464 : INFO : EPOCH 3 - PROGRESS: at 58.18% examples, 708865 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:11,472 : INFO : EPOCH 3 - PROGRESS: at 58.54% examples, 708949 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:39:12,473 : INFO : EPOCH 3 - PROGRESS: at 58.89% examples, 709071 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:13,476 : INFO : EPOCH 3 - PROGRESS: at 59.26% examples, 709202 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:14,489 : INFO : EPOCH 3 - PROGRESS: at 59.61% examples, 709334 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:15,490 : INFO : EPOCH 3 - PROGRESS: at 59.98% examples, 709417 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:16,492 : INFO : EPOCH 3 - PROGRESS: at 60.33% examples, 709535 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:39:17,507 : INFO : EPOCH 3 - PROGRESS: at 60.68% examples, 709665 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:18,515 : INFO : EPOCH 3 - PROGRESS: at 61.06% examples, 709783 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:19,528 : INFO : EPOCH 3 - PROGRESS: at 61.44% examples, 709864 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:39:20,538 : INFO : EPOCH 3 - PROGRESS: at 61.78% examples, 709977 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:21,549 : INFO : EPOCH 3 - PROGRESS: at 62.14% examples, 710069 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:22,558 : INFO : EPOCH 3 - PROGRESS: at 62.48% examples, 710158 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:23,565 : INFO : EPOCH 3 - PROGRESS: at 62.82% examples, 710274 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:24,576 : INFO : EPOCH 3 - PROGRESS: at 63.15% examples, 710363 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:25,582 : INFO : EPOCH 3 - PROGRESS: at 63.51% examples, 710441 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:26,587 : INFO : EPOCH 3 - PROGRESS: at 63.85% examples, 710626 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:27,596 : INFO : EPOCH 3 - PROGRESS: at 64.20% examples, 710739 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:28,598 : INFO : EPOCH 3 - PROGRESS: at 64.56% examples, 710822 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:29,610 : INFO : EPOCH 3 - PROGRESS: at 64.92% examples, 710841 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:30,626 : INFO : EPOCH 3 - PROGRESS: at 65.28% examples, 710957 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:31,631 : INFO : EPOCH 3 - PROGRESS: at 65.64% examples, 711077 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:39:32,634 : INFO : EPOCH 3 - PROGRESS: at 66.01% examples, 711188 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:33,643 : INFO : EPOCH 3 - PROGRESS: at 66.34% examples, 711293 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:34,645 : INFO : EPOCH 3 - PROGRESS: at 66.65% examples, 711390 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:35,652 : INFO : EPOCH 3 - PROGRESS: at 67.05% examples, 711431 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:36,659 : INFO : EPOCH 3 - PROGRESS: at 67.38% examples, 711536 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:37,659 : INFO : EPOCH 3 - PROGRESS: at 67.74% examples, 711577 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:38,672 : INFO : EPOCH 3 - PROGRESS: at 68.11% examples, 711608 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:39,675 : INFO : EPOCH 3 - PROGRESS: at 68.45% examples, 711502 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:40,676 : INFO : EPOCH 3 - PROGRESS: at 68.78% examples, 711431 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:41,687 : INFO : EPOCH 3 - PROGRESS: at 69.14% examples, 711346 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:42,693 : INFO : EPOCH 3 - PROGRESS: at 69.44% examples, 710818 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:43,706 : INFO : EPOCH 3 - PROGRESS: at 69.78% examples, 710552 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:39:44,715 : INFO : EPOCH 3 - PROGRESS: at 70.13% examples, 710711 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:45,721 : INFO : EPOCH 3 - PROGRESS: at 70.47% examples, 710803 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:46,722 : INFO : EPOCH 3 - PROGRESS: at 70.82% examples, 710896 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:47,725 : INFO : EPOCH 3 - PROGRESS: at 71.17% examples, 711006 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:48,733 : INFO : EPOCH 3 - PROGRESS: at 71.54% examples, 711041 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:49,739 : INFO : EPOCH 3 - PROGRESS: at 71.89% examples, 711081 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:50,740 : INFO : EPOCH 3 - PROGRESS: at 72.25% examples, 711178 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:51,754 : INFO : EPOCH 3 - PROGRESS: at 72.61% examples, 711226 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:52,769 : INFO : EPOCH 3 - PROGRESS: at 72.96% examples, 711307 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:53,776 : INFO : EPOCH 3 - PROGRESS: at 73.32% examples, 711388 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:54,788 : INFO : EPOCH 3 - PROGRESS: at 73.69% examples, 711418 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:55,789 : INFO : EPOCH 3 - PROGRESS: at 74.06% examples, 711471 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:56,794 : INFO : EPOCH 3 - PROGRESS: at 74.42% examples, 711524 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:57,795 : INFO : EPOCH 3 - PROGRESS: at 74.77% examples, 711607 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:58,802 : INFO : EPOCH 3 - PROGRESS: at 75.14% examples, 711679 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:39:59,811 : INFO : EPOCH 3 - PROGRESS: at 75.49% examples, 711764 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:40:00,815 : INFO : EPOCH 3 - PROGRESS: at 75.84% examples, 711832 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:01,817 : INFO : EPOCH 3 - PROGRESS: at 76.18% examples, 711890 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:02,830 : INFO : EPOCH 3 - PROGRESS: at 76.52% examples, 711883 words/s, in_qsize 8, out_qsize 1
2020-07-24 08:40:03,836 : INFO : EPOCH 3 - PROGRESS: at 76.84% examples, 711938 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:40:04,842 : INFO : EPOCH 3 - PROGRESS: at 77.23% examples, 711992 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:05,846 : INFO : EPOCH 3 - PROGRESS: at 77.56% examples, 712049 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:06,849 : INFO : EPOCH 3 - PROGRESS: at 77.94% examples, 712048 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:07,852 : INFO : EPOCH 3 - PROGRESS: at 78.27% examples, 712127 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:40:08,860 : INFO : EPOCH 3 - PROGRESS: at 78.62% examples, 712162 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:09,880 : INFO : EPOCH 3 - PROGRESS: at 78.98% examples, 712198 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:10,888 : INFO : EPOCH 3 - PROGRESS: at 79.35% examples, 712248 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:11,892 : INFO : EPOCH 3 - PROGRESS: at 79.70% examples, 712317 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:12,903 : INFO : EPOCH 3 - PROGRESS: at 80.07% examples, 712347 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:40:13,923 : INFO : EPOCH 3 - PROGRESS: at 80.41% examples, 712424 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:14,930 : INFO : EPOCH 3 - PROGRESS: at 80.77% examples, 712503 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:15,938 : INFO : EPOCH 3 - PROGRESS: at 81.12% examples, 712559 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:16,947 : INFO : EPOCH 3 - PROGRESS: at 81.47% examples, 712639 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:17,954 : INFO : EPOCH 3 - PROGRESS: at 81.82% examples, 712688 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:18,957 : INFO : EPOCH 3 - PROGRESS: at 82.16% examples, 712765 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:19,960 : INFO : EPOCH 3 - PROGRESS: at 82.49% examples, 712868 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:20,975 : INFO : EPOCH 3 - PROGRESS: at 82.86% examples, 712873 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:22,003 : INFO : EPOCH 3 - PROGRESS: at 83.19% examples, 712904 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:40:23,005 : INFO : EPOCH 3 - PROGRESS: at 83.54% examples, 712993 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:24,007 : INFO : EPOCH 3 - PROGRESS: at 83.87% examples, 712933 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:25,014 : INFO : EPOCH 3 - PROGRESS: at 84.23% examples, 713017 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:26,022 : INFO : EPOCH 3 - PROGRESS: at 84.61% examples, 713041 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:27,029 : INFO : EPOCH 3 - PROGRESS: at 84.98% examples, 713070 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:28,046 : INFO : EPOCH 3 - PROGRESS: at 85.32% examples, 713138 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:29,050 : INFO : EPOCH 3 - PROGRESS: at 85.68% examples, 713209 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:30,050 : INFO : EPOCH 3 - PROGRESS: at 86.04% examples, 713246 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:31,053 : INFO : EPOCH 3 - PROGRESS: at 86.37% examples, 713276 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:32,060 : INFO : EPOCH 3 - PROGRESS: at 86.71% examples, 713332 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:33,061 : INFO : EPOCH 3 - PROGRESS: at 87.08% examples, 713372 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:34,066 : INFO : EPOCH 3 - PROGRESS: at 87.43% examples, 713424 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:35,080 : INFO : EPOCH 3 - PROGRESS: at 87.79% examples, 713425 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:36,092 : INFO : EPOCH 3 - PROGRESS: at 88.16% examples, 713489 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:37,094 : INFO : EPOCH 3 - PROGRESS: at 88.51% examples, 713561 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:38,112 : INFO : EPOCH 3 - PROGRESS: at 88.86% examples, 713567 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:39,114 : INFO : EPOCH 3 - PROGRESS: at 89.21% examples, 713656 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:40,120 : INFO : EPOCH 3 - PROGRESS: at 89.56% examples, 713690 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:41,130 : INFO : EPOCH 3 - PROGRESS: at 89.96% examples, 713695 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:42,131 : INFO : EPOCH 3 - PROGRESS: at 90.31% examples, 713750 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:43,133 : INFO : EPOCH 3 - PROGRESS: at 90.68% examples, 713823 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:44,134 : INFO : EPOCH 3 - PROGRESS: at 91.05% examples, 713846 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:45,156 : INFO : EPOCH 3 - PROGRESS: at 91.43% examples, 713866 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:46,161 : INFO : EPOCH 3 - PROGRESS: at 91.79% examples, 713922 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:47,168 : INFO : EPOCH 3 - PROGRESS: at 92.14% examples, 713973 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:48,175 : INFO : EPOCH 3 - PROGRESS: at 92.48% examples, 714033 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:49,185 : INFO : EPOCH 3 - PROGRESS: at 92.83% examples, 714049 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:40:50,202 : INFO : EPOCH 3 - PROGRESS: at 93.17% examples, 714075 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:51,203 : INFO : EPOCH 3 - PROGRESS: at 93.55% examples, 714097 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:52,219 : INFO : EPOCH 3 - PROGRESS: at 93.89% examples, 714178 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:53,239 : INFO : EPOCH 3 - PROGRESS: at 94.25% examples, 714173 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:54,239 : INFO : EPOCH 3 - PROGRESS: at 94.60% examples, 714219 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:40:55,242 : INFO : EPOCH 3 - PROGRESS: at 94.95% examples, 714270 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:56,247 : INFO : EPOCH 3 - PROGRESS: at 95.26% examples, 714355 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:57,247 : INFO : EPOCH 3 - PROGRESS: at 95.62% examples, 714389 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:58,249 : INFO : EPOCH 3 - PROGRESS: at 95.99% examples, 714411 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:40:59,262 : INFO : EPOCH 3 - PROGRESS: at 96.34% examples, 714436 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:00,273 : INFO : EPOCH 3 - PROGRESS: at 96.68% examples, 714483 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:01,278 : INFO : EPOCH 3 - PROGRESS: at 97.02% examples, 714551 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:02,286 : INFO : EPOCH 3 - PROGRESS: at 97.40% examples, 714594 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:03,290 : INFO : EPOCH 3 - PROGRESS: at 97.76% examples, 714611 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:04,294 : INFO : EPOCH 3 - PROGRESS: at 98.15% examples, 714677 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:05,303 : INFO : EPOCH 3 - PROGRESS: at 98.53% examples, 714654 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:06,313 : INFO : EPOCH 3 - PROGRESS: at 98.89% examples, 714747 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:07,318 : INFO : EPOCH 3 - PROGRESS: at 99.26% examples, 714800 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:08,320 : INFO : EPOCH 3 - PROGRESS: at 99.60% examples, 714847 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:09,322 : INFO : EPOCH 3 - PROGRESS: at 99.92% examples, 714884 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:09,476 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 08:41:09,485 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 08:41:09,486 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 08:41:09,499 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 08:41:09,499 : INFO : EPOCH - 3 : training on 265946082 raw words (206819192 effective words) took 289.3s, 714883 effective words/s
2020-07-24 08:41:10,508 : INFO : EPOCH 4 - PROGRESS: at 0.33% examples, 713011 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:11,511 : INFO : EPOCH 4 - PROGRESS: at 0.71% examples, 717081 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:12,513 : INFO : EPOCH 4 - PROGRESS: at 1.08% examples, 720939 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:13,518 : INFO : EPOCH 4 - PROGRESS: at 1.46% examples, 720510 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:14,521 : INFO : EPOCH 4 - PROGRESS: at 1.82% examples, 722003 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:15,524 : INFO : EPOCH 4 - PROGRESS: at 2.15% examples, 724516 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:16,527 : INFO : EPOCH 4 - PROGRESS: at 2.52% examples, 724796 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:17,532 : INFO : EPOCH 4 - PROGRESS: at 2.88% examples, 724641 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:18,550 : INFO : EPOCH 4 - PROGRESS: at 3.22% examples, 725283 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:41:19,556 : INFO : EPOCH 4 - PROGRESS: at 3.54% examples, 725556 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:20,573 : INFO : EPOCH 4 - PROGRESS: at 3.89% examples, 726480 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:21,587 : INFO : EPOCH 4 - PROGRESS: at 4.24% examples, 727032 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:22,603 : INFO : EPOCH 4 - PROGRESS: at 4.59% examples, 727163 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:23,611 : INFO : EPOCH 4 - PROGRESS: at 4.92% examples, 727856 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:24,619 : INFO : EPOCH 4 - PROGRESS: at 5.30% examples, 727560 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:25,619 : INFO : EPOCH 4 - PROGRESS: at 5.67% examples, 727768 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:26,631 : INFO : EPOCH 4 - PROGRESS: at 6.00% examples, 728168 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:27,650 : INFO : EPOCH 4 - PROGRESS: at 6.36% examples, 728078 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:28,654 : INFO : EPOCH 4 - PROGRESS: at 6.73% examples, 728114 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:29,660 : INFO : EPOCH 4 - PROGRESS: at 7.10% examples, 727845 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:30,665 : INFO : EPOCH 4 - PROGRESS: at 7.45% examples, 727836 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:41:31,673 : INFO : EPOCH 4 - PROGRESS: at 7.79% examples, 727661 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:32,694 : INFO : EPOCH 4 - PROGRESS: at 8.13% examples, 728163 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:33,700 : INFO : EPOCH 4 - PROGRESS: at 8.48% examples, 728613 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:34,706 : INFO : EPOCH 4 - PROGRESS: at 8.81% examples, 727659 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:35,733 : INFO : EPOCH 4 - PROGRESS: at 9.14% examples, 724615 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:41:36,736 : INFO : EPOCH 4 - PROGRESS: at 9.45% examples, 722775 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:37,737 : INFO : EPOCH 4 - PROGRESS: at 9.77% examples, 720514 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:41:38,745 : INFO : EPOCH 4 - PROGRESS: at 10.09% examples, 718547 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:39,757 : INFO : EPOCH 4 - PROGRESS: at 10.41% examples, 716761 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:40,760 : INFO : EPOCH 4 - PROGRESS: at 10.71% examples, 715453 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:41,774 : INFO : EPOCH 4 - PROGRESS: at 11.03% examples, 713577 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:42,793 : INFO : EPOCH 4 - PROGRESS: at 11.38% examples, 711991 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:43,810 : INFO : EPOCH 4 - PROGRESS: at 11.71% examples, 710502 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:44,825 : INFO : EPOCH 4 - PROGRESS: at 12.03% examples, 708857 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:45,829 : INFO : EPOCH 4 - PROGRESS: at 12.35% examples, 707967 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:46,849 : INFO : EPOCH 4 - PROGRESS: at 12.67% examples, 706621 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:47,857 : INFO : EPOCH 4 - PROGRESS: at 13.00% examples, 705582 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:48,859 : INFO : EPOCH 4 - PROGRESS: at 13.30% examples, 704553 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:41:49,867 : INFO : EPOCH 4 - PROGRESS: at 13.63% examples, 703591 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:50,869 : INFO : EPOCH 4 - PROGRESS: at 13.97% examples, 702282 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:41:51,878 : INFO : EPOCH 4 - PROGRESS: at 14.30% examples, 701275 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:52,892 : INFO : EPOCH 4 - PROGRESS: at 14.58% examples, 700235 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:53,900 : INFO : EPOCH 4 - PROGRESS: at 14.90% examples, 699540 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:54,907 : INFO : EPOCH 4 - PROGRESS: at 15.20% examples, 698665 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:55,913 : INFO : EPOCH 4 - PROGRESS: at 15.53% examples, 697636 words/s, in_qsize 7, out_qsize 1
2020-07-24 08:41:56,931 : INFO : EPOCH 4 - PROGRESS: at 15.84% examples, 696891 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:57,935 : INFO : EPOCH 4 - PROGRESS: at 16.16% examples, 696253 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:58,944 : INFO : EPOCH 4 - PROGRESS: at 16.50% examples, 695629 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:41:59,946 : INFO : EPOCH 4 - PROGRESS: at 16.82% examples, 694939 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:00,949 : INFO : EPOCH 4 - PROGRESS: at 17.13% examples, 694179 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:01,958 : INFO : EPOCH 4 - PROGRESS: at 17.47% examples, 693300 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:02,975 : INFO : EPOCH 4 - PROGRESS: at 17.79% examples, 692697 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:03,982 : INFO : EPOCH 4 - PROGRESS: at 18.12% examples, 692271 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:04,986 : INFO : EPOCH 4 - PROGRESS: at 18.45% examples, 691767 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:06,014 : INFO : EPOCH 4 - PROGRESS: at 18.77% examples, 691054 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:07,017 : INFO : EPOCH 4 - PROGRESS: at 19.10% examples, 690770 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:08,028 : INFO : EPOCH 4 - PROGRESS: at 19.43% examples, 690028 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:09,036 : INFO : EPOCH 4 - PROGRESS: at 19.75% examples, 689550 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:10,039 : INFO : EPOCH 4 - PROGRESS: at 20.07% examples, 689073 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:11,056 : INFO : EPOCH 4 - PROGRESS: at 20.40% examples, 688419 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:42:12,065 : INFO : EPOCH 4 - PROGRESS: at 20.70% examples, 688156 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:13,079 : INFO : EPOCH 4 - PROGRESS: at 21.02% examples, 687667 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:14,100 : INFO : EPOCH 4 - PROGRESS: at 21.33% examples, 687191 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:15,100 : INFO : EPOCH 4 - PROGRESS: at 21.63% examples, 686866 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:16,100 : INFO : EPOCH 4 - PROGRESS: at 21.92% examples, 686549 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:42:17,114 : INFO : EPOCH 4 - PROGRESS: at 22.27% examples, 686151 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:18,114 : INFO : EPOCH 4 - PROGRESS: at 22.59% examples, 685759 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:42:19,127 : INFO : EPOCH 4 - PROGRESS: at 22.86% examples, 685174 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:20,153 : INFO : EPOCH 4 - PROGRESS: at 23.18% examples, 684163 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:42:21,165 : INFO : EPOCH 4 - PROGRESS: at 23.50% examples, 683368 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:22,170 : INFO : EPOCH 4 - PROGRESS: at 23.79% examples, 682191 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:23,176 : INFO : EPOCH 4 - PROGRESS: at 24.09% examples, 680923 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:24,201 : INFO : EPOCH 4 - PROGRESS: at 24.43% examples, 681633 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:25,202 : INFO : EPOCH 4 - PROGRESS: at 24.79% examples, 682348 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:26,211 : INFO : EPOCH 4 - PROGRESS: at 25.12% examples, 682984 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:27,219 : INFO : EPOCH 4 - PROGRESS: at 25.48% examples, 683609 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:28,227 : INFO : EPOCH 4 - PROGRESS: at 25.84% examples, 684066 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:29,232 : INFO : EPOCH 4 - PROGRESS: at 26.19% examples, 684658 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:30,235 : INFO : EPOCH 4 - PROGRESS: at 26.57% examples, 685219 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:31,235 : INFO : EPOCH 4 - PROGRESS: at 26.93% examples, 685760 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:32,236 : INFO : EPOCH 4 - PROGRESS: at 27.28% examples, 686202 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:33,246 : INFO : EPOCH 4 - PROGRESS: at 27.65% examples, 686727 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:34,258 : INFO : EPOCH 4 - PROGRESS: at 28.01% examples, 687249 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:35,261 : INFO : EPOCH 4 - PROGRESS: at 28.36% examples, 687812 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:36,261 : INFO : EPOCH 4 - PROGRESS: at 28.73% examples, 688401 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:37,264 : INFO : EPOCH 4 - PROGRESS: at 29.09% examples, 688835 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:38,266 : INFO : EPOCH 4 - PROGRESS: at 29.46% examples, 689232 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:39,268 : INFO : EPOCH 4 - PROGRESS: at 29.84% examples, 689613 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:40,286 : INFO : EPOCH 4 - PROGRESS: at 30.19% examples, 690088 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:41,289 : INFO : EPOCH 4 - PROGRESS: at 30.51% examples, 690678 words/s, in_qsize 7, out_qsize 1
2020-07-24 08:42:42,295 : INFO : EPOCH 4 - PROGRESS: at 30.87% examples, 691047 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:42:43,302 : INFO : EPOCH 4 - PROGRESS: at 31.25% examples, 691486 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:42:44,321 : INFO : EPOCH 4 - PROGRESS: at 31.61% examples, 691949 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:45,325 : INFO : EPOCH 4 - PROGRESS: at 31.98% examples, 692349 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:46,327 : INFO : EPOCH 4 - PROGRESS: at 32.32% examples, 692612 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:47,327 : INFO : EPOCH 4 - PROGRESS: at 32.66% examples, 693000 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:48,337 : INFO : EPOCH 4 - PROGRESS: at 33.00% examples, 693427 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:49,345 : INFO : EPOCH 4 - PROGRESS: at 33.36% examples, 693706 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:50,347 : INFO : EPOCH 4 - PROGRESS: at 33.72% examples, 694043 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:42:51,362 : INFO : EPOCH 4 - PROGRESS: at 34.08% examples, 694314 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:52,368 : INFO : EPOCH 4 - PROGRESS: at 34.43% examples, 694776 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:53,372 : INFO : EPOCH 4 - PROGRESS: at 34.80% examples, 695032 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:54,380 : INFO : EPOCH 4 - PROGRESS: at 35.18% examples, 695374 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:55,399 : INFO : EPOCH 4 - PROGRESS: at 35.53% examples, 695737 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:56,409 : INFO : EPOCH 4 - PROGRESS: at 35.88% examples, 696029 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:57,415 : INFO : EPOCH 4 - PROGRESS: at 36.25% examples, 696273 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:58,420 : INFO : EPOCH 4 - PROGRESS: at 36.61% examples, 696642 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:42:59,427 : INFO : EPOCH 4 - PROGRESS: at 36.95% examples, 696949 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:43:00,435 : INFO : EPOCH 4 - PROGRESS: at 37.29% examples, 697179 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:01,437 : INFO : EPOCH 4 - PROGRESS: at 37.67% examples, 697487 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:02,441 : INFO : EPOCH 4 - PROGRESS: at 38.02% examples, 697721 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:03,452 : INFO : EPOCH 4 - PROGRESS: at 38.36% examples, 697931 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:04,461 : INFO : EPOCH 4 - PROGRESS: at 38.71% examples, 698279 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:05,479 : INFO : EPOCH 4 - PROGRESS: at 39.07% examples, 698459 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:06,482 : INFO : EPOCH 4 - PROGRESS: at 39.46% examples, 698843 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:07,485 : INFO : EPOCH 4 - PROGRESS: at 39.79% examples, 699053 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:43:08,493 : INFO : EPOCH 4 - PROGRESS: at 40.15% examples, 699377 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:09,498 : INFO : EPOCH 4 - PROGRESS: at 40.50% examples, 699712 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:10,512 : INFO : EPOCH 4 - PROGRESS: at 40.86% examples, 699933 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:11,514 : INFO : EPOCH 4 - PROGRESS: at 41.21% examples, 700186 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:12,517 : INFO : EPOCH 4 - PROGRESS: at 41.57% examples, 700469 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:13,519 : INFO : EPOCH 4 - PROGRESS: at 41.91% examples, 700654 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:14,522 : INFO : EPOCH 4 - PROGRESS: at 42.25% examples, 700987 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:15,533 : INFO : EPOCH 4 - PROGRESS: at 42.60% examples, 701156 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:16,544 : INFO : EPOCH 4 - PROGRESS: at 42.95% examples, 701332 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:17,549 : INFO : EPOCH 4 - PROGRESS: at 43.33% examples, 701547 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:18,568 : INFO : EPOCH 4 - PROGRESS: at 43.69% examples, 701730 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:19,573 : INFO : EPOCH 4 - PROGRESS: at 44.03% examples, 701933 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:20,584 : INFO : EPOCH 4 - PROGRESS: at 44.40% examples, 702172 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:21,585 : INFO : EPOCH 4 - PROGRESS: at 44.74% examples, 702482 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:43:22,587 : INFO : EPOCH 4 - PROGRESS: at 45.07% examples, 702619 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:23,589 : INFO : EPOCH 4 - PROGRESS: at 45.42% examples, 702821 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:24,593 : INFO : EPOCH 4 - PROGRESS: at 45.76% examples, 702947 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:25,619 : INFO : EPOCH 4 - PROGRESS: at 46.13% examples, 703143 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:26,625 : INFO : EPOCH 4 - PROGRESS: at 46.51% examples, 703382 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:27,626 : INFO : EPOCH 4 - PROGRESS: at 46.87% examples, 703487 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:28,630 : INFO : EPOCH 4 - PROGRESS: at 47.23% examples, 703728 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:29,631 : INFO : EPOCH 4 - PROGRESS: at 47.59% examples, 703916 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:30,633 : INFO : EPOCH 4 - PROGRESS: at 47.95% examples, 704031 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:31,639 : INFO : EPOCH 4 - PROGRESS: at 48.29% examples, 704220 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:32,639 : INFO : EPOCH 4 - PROGRESS: at 48.67% examples, 704465 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:33,657 : INFO : EPOCH 4 - PROGRESS: at 49.03% examples, 704651 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:34,674 : INFO : EPOCH 4 - PROGRESS: at 49.42% examples, 704722 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:35,688 : INFO : EPOCH 4 - PROGRESS: at 49.76% examples, 704964 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:36,695 : INFO : EPOCH 4 - PROGRESS: at 50.13% examples, 705113 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:37,695 : INFO : EPOCH 4 - PROGRESS: at 50.50% examples, 705308 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:38,695 : INFO : EPOCH 4 - PROGRESS: at 50.84% examples, 705482 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:39,696 : INFO : EPOCH 4 - PROGRESS: at 51.19% examples, 705581 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:40,699 : INFO : EPOCH 4 - PROGRESS: at 51.56% examples, 705689 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:41,706 : INFO : EPOCH 4 - PROGRESS: at 51.90% examples, 705869 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:42,711 : INFO : EPOCH 4 - PROGRESS: at 52.24% examples, 706047 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:43,719 : INFO : EPOCH 4 - PROGRESS: at 52.61% examples, 706148 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:44,725 : INFO : EPOCH 4 - PROGRESS: at 52.97% examples, 706269 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:45,729 : INFO : EPOCH 4 - PROGRESS: at 53.32% examples, 706534 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:46,736 : INFO : EPOCH 4 - PROGRESS: at 53.65% examples, 706678 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:43:47,747 : INFO : EPOCH 4 - PROGRESS: at 53.99% examples, 706818 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:48,749 : INFO : EPOCH 4 - PROGRESS: at 54.35% examples, 706924 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:49,768 : INFO : EPOCH 4 - PROGRESS: at 54.73% examples, 707047 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:50,773 : INFO : EPOCH 4 - PROGRESS: at 55.06% examples, 707262 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:51,780 : INFO : EPOCH 4 - PROGRESS: at 55.40% examples, 707423 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:52,783 : INFO : EPOCH 4 - PROGRESS: at 55.73% examples, 707579 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:53,787 : INFO : EPOCH 4 - PROGRESS: at 56.09% examples, 707767 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:43:54,800 : INFO : EPOCH 4 - PROGRESS: at 56.44% examples, 707909 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:55,801 : INFO : EPOCH 4 - PROGRESS: at 56.78% examples, 708064 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:56,802 : INFO : EPOCH 4 - PROGRESS: at 57.12% examples, 708213 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:43:57,802 : INFO : EPOCH 4 - PROGRESS: at 57.50% examples, 708303 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:58,809 : INFO : EPOCH 4 - PROGRESS: at 57.84% examples, 708436 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:43:59,817 : INFO : EPOCH 4 - PROGRESS: at 58.17% examples, 708622 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:44:00,826 : INFO : EPOCH 4 - PROGRESS: at 58.53% examples, 708656 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:01,830 : INFO : EPOCH 4 - PROGRESS: at 58.89% examples, 708842 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:02,833 : INFO : EPOCH 4 - PROGRESS: at 59.25% examples, 708908 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:03,844 : INFO : EPOCH 4 - PROGRESS: at 59.60% examples, 709061 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:04,846 : INFO : EPOCH 4 - PROGRESS: at 59.98% examples, 709207 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:05,848 : INFO : EPOCH 4 - PROGRESS: at 60.33% examples, 709322 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:06,858 : INFO : EPOCH 4 - PROGRESS: at 60.67% examples, 709429 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:07,866 : INFO : EPOCH 4 - PROGRESS: at 61.05% examples, 709545 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:08,871 : INFO : EPOCH 4 - PROGRESS: at 61.42% examples, 709595 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:09,874 : INFO : EPOCH 4 - PROGRESS: at 61.77% examples, 709729 words/s, in_qsize 7, out_qsize 1
2020-07-24 08:44:10,903 : INFO : EPOCH 4 - PROGRESS: at 62.14% examples, 709905 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:44:11,910 : INFO : EPOCH 4 - PROGRESS: at 62.48% examples, 710111 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:12,916 : INFO : EPOCH 4 - PROGRESS: at 62.82% examples, 710180 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:13,927 : INFO : EPOCH 4 - PROGRESS: at 63.16% examples, 710331 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:14,940 : INFO : EPOCH 4 - PROGRESS: at 63.52% examples, 710431 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:15,947 : INFO : EPOCH 4 - PROGRESS: at 63.86% examples, 710525 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:16,951 : INFO : EPOCH 4 - PROGRESS: at 64.21% examples, 710642 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:17,956 : INFO : EPOCH 4 - PROGRESS: at 64.56% examples, 710725 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:18,960 : INFO : EPOCH 4 - PROGRESS: at 64.93% examples, 710791 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:19,966 : INFO : EPOCH 4 - PROGRESS: at 65.28% examples, 710849 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:20,968 : INFO : EPOCH 4 - PROGRESS: at 65.64% examples, 710948 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:21,979 : INFO : EPOCH 4 - PROGRESS: at 66.00% examples, 710987 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:22,992 : INFO : EPOCH 4 - PROGRESS: at 66.33% examples, 711080 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:23,996 : INFO : EPOCH 4 - PROGRESS: at 66.66% examples, 711282 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:25,001 : INFO : EPOCH 4 - PROGRESS: at 67.05% examples, 711334 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:26,004 : INFO : EPOCH 4 - PROGRESS: at 67.38% examples, 711413 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:27,004 : INFO : EPOCH 4 - PROGRESS: at 67.74% examples, 711495 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:28,011 : INFO : EPOCH 4 - PROGRESS: at 68.12% examples, 711573 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:29,026 : INFO : EPOCH 4 - PROGRESS: at 68.48% examples, 711622 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:30,041 : INFO : EPOCH 4 - PROGRESS: at 68.83% examples, 711699 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:31,047 : INFO : EPOCH 4 - PROGRESS: at 69.19% examples, 711740 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:32,048 : INFO : EPOCH 4 - PROGRESS: at 69.56% examples, 711829 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:33,050 : INFO : EPOCH 4 - PROGRESS: at 69.92% examples, 711924 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:34,055 : INFO : EPOCH 4 - PROGRESS: at 70.27% examples, 712026 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:35,056 : INFO : EPOCH 4 - PROGRESS: at 70.59% examples, 712091 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:36,063 : INFO : EPOCH 4 - PROGRESS: at 70.96% examples, 712136 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:37,070 : INFO : EPOCH 4 - PROGRESS: at 71.31% examples, 712193 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:44:38,077 : INFO : EPOCH 4 - PROGRESS: at 71.67% examples, 712284 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:39,089 : INFO : EPOCH 4 - PROGRESS: at 72.04% examples, 712385 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:40,097 : INFO : EPOCH 4 - PROGRESS: at 72.40% examples, 712472 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:41,098 : INFO : EPOCH 4 - PROGRESS: at 72.76% examples, 712549 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:42,106 : INFO : EPOCH 4 - PROGRESS: at 73.11% examples, 712621 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:43,126 : INFO : EPOCH 4 - PROGRESS: at 73.47% examples, 712672 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:44,141 : INFO : EPOCH 4 - PROGRESS: at 73.85% examples, 712743 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:45,143 : INFO : EPOCH 4 - PROGRESS: at 74.24% examples, 712838 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:46,147 : INFO : EPOCH 4 - PROGRESS: at 74.59% examples, 712889 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:47,158 : INFO : EPOCH 4 - PROGRESS: at 74.93% examples, 712965 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:48,159 : INFO : EPOCH 4 - PROGRESS: at 75.30% examples, 713006 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:44:49,173 : INFO : EPOCH 4 - PROGRESS: at 75.65% examples, 713082 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:50,177 : INFO : EPOCH 4 - PROGRESS: at 76.01% examples, 713138 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:51,179 : INFO : EPOCH 4 - PROGRESS: at 76.35% examples, 713281 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:52,183 : INFO : EPOCH 4 - PROGRESS: at 76.68% examples, 713315 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:53,193 : INFO : EPOCH 4 - PROGRESS: at 77.02% examples, 713371 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:54,212 : INFO : EPOCH 4 - PROGRESS: at 77.39% examples, 713410 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:55,216 : INFO : EPOCH 4 - PROGRESS: at 77.75% examples, 713480 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:56,226 : INFO : EPOCH 4 - PROGRESS: at 78.12% examples, 713514 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:57,227 : INFO : EPOCH 4 - PROGRESS: at 78.45% examples, 713642 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:58,231 : INFO : EPOCH 4 - PROGRESS: at 78.79% examples, 713727 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:44:59,244 : INFO : EPOCH 4 - PROGRESS: at 79.18% examples, 713579 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:00,249 : INFO : EPOCH 4 - PROGRESS: at 79.51% examples, 713471 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:01,251 : INFO : EPOCH 4 - PROGRESS: at 79.83% examples, 713372 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:02,252 : INFO : EPOCH 4 - PROGRESS: at 80.15% examples, 713051 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:03,259 : INFO : EPOCH 4 - PROGRESS: at 80.43% examples, 712604 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:04,274 : INFO : EPOCH 4 - PROGRESS: at 80.79% examples, 712650 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:05,296 : INFO : EPOCH 4 - PROGRESS: at 81.15% examples, 712672 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:06,301 : INFO : EPOCH 4 - PROGRESS: at 81.49% examples, 712743 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:07,302 : INFO : EPOCH 4 - PROGRESS: at 81.85% examples, 712836 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:08,315 : INFO : EPOCH 4 - PROGRESS: at 82.19% examples, 712909 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:09,318 : INFO : EPOCH 4 - PROGRESS: at 82.52% examples, 713025 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:10,329 : INFO : EPOCH 4 - PROGRESS: at 82.90% examples, 713090 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:45:11,329 : INFO : EPOCH 4 - PROGRESS: at 83.22% examples, 713199 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:45:12,342 : INFO : EPOCH 4 - PROGRESS: at 83.58% examples, 713225 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:13,352 : INFO : EPOCH 4 - PROGRESS: at 83.92% examples, 713321 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:14,356 : INFO : EPOCH 4 - PROGRESS: at 84.29% examples, 713364 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:15,382 : INFO : EPOCH 4 - PROGRESS: at 84.68% examples, 713396 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:16,385 : INFO : EPOCH 4 - PROGRESS: at 85.03% examples, 713467 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:17,388 : INFO : EPOCH 4 - PROGRESS: at 85.38% examples, 713559 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:18,390 : INFO : EPOCH 4 - PROGRESS: at 85.74% examples, 713627 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:19,403 : INFO : EPOCH 4 - PROGRESS: at 86.09% examples, 713668 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:45:20,407 : INFO : EPOCH 4 - PROGRESS: at 86.44% examples, 713685 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:21,411 : INFO : EPOCH 4 - PROGRESS: at 86.78% examples, 713748 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:22,424 : INFO : EPOCH 4 - PROGRESS: at 87.15% examples, 713785 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:23,427 : INFO : EPOCH 4 - PROGRESS: at 87.50% examples, 713838 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:45:24,436 : INFO : EPOCH 4 - PROGRESS: at 87.85% examples, 713869 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:25,439 : INFO : EPOCH 4 - PROGRESS: at 88.21% examples, 713895 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:26,441 : INFO : EPOCH 4 - PROGRESS: at 88.58% examples, 713966 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:27,454 : INFO : EPOCH 4 - PROGRESS: at 88.93% examples, 714045 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:28,467 : INFO : EPOCH 4 - PROGRESS: at 89.28% examples, 714146 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:29,481 : INFO : EPOCH 4 - PROGRESS: at 89.65% examples, 714150 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:30,482 : INFO : EPOCH 4 - PROGRESS: at 90.03% examples, 714200 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:31,500 : INFO : EPOCH 4 - PROGRESS: at 90.40% examples, 714257 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:32,505 : INFO : EPOCH 4 - PROGRESS: at 90.77% examples, 714339 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:33,507 : INFO : EPOCH 4 - PROGRESS: at 91.15% examples, 714382 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:45:34,509 : INFO : EPOCH 4 - PROGRESS: at 91.52% examples, 714418 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:35,518 : INFO : EPOCH 4 - PROGRESS: at 91.88% examples, 714455 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:36,518 : INFO : EPOCH 4 - PROGRESS: at 92.23% examples, 714525 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:37,525 : INFO : EPOCH 4 - PROGRESS: at 92.56% examples, 714574 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:38,538 : INFO : EPOCH 4 - PROGRESS: at 92.91% examples, 714643 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:39,538 : INFO : EPOCH 4 - PROGRESS: at 93.26% examples, 714636 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:45:40,540 : INFO : EPOCH 4 - PROGRESS: at 93.61% examples, 714646 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:41,553 : INFO : EPOCH 4 - PROGRESS: at 93.97% examples, 714695 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:42,561 : INFO : EPOCH 4 - PROGRESS: at 94.32% examples, 714743 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:43,562 : INFO : EPOCH 4 - PROGRESS: at 94.68% examples, 714783 words/s, in_qsize 7, out_qsize 1
2020-07-24 08:45:44,579 : INFO : EPOCH 4 - PROGRESS: at 95.02% examples, 714853 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:45:45,588 : INFO : EPOCH 4 - PROGRESS: at 95.36% examples, 714910 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:46,613 : INFO : EPOCH 4 - PROGRESS: at 95.74% examples, 714905 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:47,617 : INFO : EPOCH 4 - PROGRESS: at 96.10% examples, 714982 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:48,623 : INFO : EPOCH 4 - PROGRESS: at 96.43% examples, 715011 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:49,625 : INFO : EPOCH 4 - PROGRESS: at 96.77% examples, 715104 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:50,638 : INFO : EPOCH 4 - PROGRESS: at 97.12% examples, 715134 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:51,649 : INFO : EPOCH 4 - PROGRESS: at 97.51% examples, 715201 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:52,652 : INFO : EPOCH 4 - PROGRESS: at 97.88% examples, 715261 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:53,669 : INFO : EPOCH 4 - PROGRESS: at 98.26% examples, 715279 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:54,678 : INFO : EPOCH 4 - PROGRESS: at 98.65% examples, 715303 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:55,687 : INFO : EPOCH 4 - PROGRESS: at 99.02% examples, 715379 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:56,705 : INFO : EPOCH 4 - PROGRESS: at 99.37% examples, 715427 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:57,706 : INFO : EPOCH 4 - PROGRESS: at 99.71% examples, 715489 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:45:58,521 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 08:45:58,537 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 08:45:58,538 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 08:45:58,549 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 08:45:58,549 : INFO : EPOCH - 4 : training on 265946082 raw words (206819296 effective words) took 289.0s, 715528 effective words/s
2020-07-24 08:45:59,556 : INFO : EPOCH 5 - PROGRESS: at 0.33% examples, 712246 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:00,564 : INFO : EPOCH 5 - PROGRESS: at 0.70% examples, 710760 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:46:01,568 : INFO : EPOCH 5 - PROGRESS: at 1.07% examples, 714342 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:02,580 : INFO : EPOCH 5 - PROGRESS: at 1.46% examples, 716372 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:03,587 : INFO : EPOCH 5 - PROGRESS: at 1.82% examples, 718080 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:04,588 : INFO : EPOCH 5 - PROGRESS: at 2.15% examples, 721198 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:05,593 : INFO : EPOCH 5 - PROGRESS: at 2.51% examples, 721249 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:06,594 : INFO : EPOCH 5 - PROGRESS: at 2.87% examples, 721083 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:07,594 : INFO : EPOCH 5 - PROGRESS: at 3.20% examples, 722932 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:08,598 : INFO : EPOCH 5 - PROGRESS: at 3.53% examples, 723643 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:09,607 : INFO : EPOCH 5 - PROGRESS: at 3.88% examples, 725013 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:10,608 : INFO : EPOCH 5 - PROGRESS: at 4.22% examples, 725743 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:11,619 : INFO : EPOCH 5 - PROGRESS: at 4.57% examples, 726025 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:46:12,630 : INFO : EPOCH 5 - PROGRESS: at 4.90% examples, 725603 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:13,634 : INFO : EPOCH 5 - PROGRESS: at 5.27% examples, 725282 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:14,643 : INFO : EPOCH 5 - PROGRESS: at 5.64% examples, 725242 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:15,648 : INFO : EPOCH 5 - PROGRESS: at 5.98% examples, 725517 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:16,650 : INFO : EPOCH 5 - PROGRESS: at 6.32% examples, 725385 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:17,653 : INFO : EPOCH 5 - PROGRESS: at 6.68% examples, 724498 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:18,654 : INFO : EPOCH 5 - PROGRESS: at 7.05% examples, 724157 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:19,663 : INFO : EPOCH 5 - PROGRESS: at 7.38% examples, 724561 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:20,669 : INFO : EPOCH 5 - PROGRESS: at 7.73% examples, 723962 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:21,670 : INFO : EPOCH 5 - PROGRESS: at 8.07% examples, 724992 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:22,680 : INFO : EPOCH 5 - PROGRESS: at 8.42% examples, 725163 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:23,680 : INFO : EPOCH 5 - PROGRESS: at 8.76% examples, 725138 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:46:24,690 : INFO : EPOCH 5 - PROGRESS: at 9.11% examples, 725154 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:25,693 : INFO : EPOCH 5 - PROGRESS: at 9.45% examples, 724879 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:26,694 : INFO : EPOCH 5 - PROGRESS: at 9.80% examples, 724952 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:27,703 : INFO : EPOCH 5 - PROGRESS: at 10.16% examples, 724648 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:28,708 : INFO : EPOCH 5 - PROGRESS: at 10.49% examples, 725273 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:29,731 : INFO : EPOCH 5 - PROGRESS: at 10.82% examples, 725383 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:30,733 : INFO : EPOCH 5 - PROGRESS: at 11.19% examples, 725428 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:31,735 : INFO : EPOCH 5 - PROGRESS: at 11.56% examples, 725309 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:32,737 : INFO : EPOCH 5 - PROGRESS: at 11.89% examples, 725272 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:33,737 : INFO : EPOCH 5 - PROGRESS: at 12.25% examples, 725185 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:46:34,744 : INFO : EPOCH 5 - PROGRESS: at 12.60% examples, 725394 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:35,747 : INFO : EPOCH 5 - PROGRESS: at 12.98% examples, 725469 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:46:36,753 : INFO : EPOCH 5 - PROGRESS: at 13.30% examples, 725643 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:37,760 : INFO : EPOCH 5 - PROGRESS: at 13.66% examples, 725692 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:38,768 : INFO : EPOCH 5 - PROGRESS: at 14.03% examples, 725482 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:39,773 : INFO : EPOCH 5 - PROGRESS: at 14.38% examples, 725627 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:40,779 : INFO : EPOCH 5 - PROGRESS: at 14.69% examples, 725663 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:41,780 : INFO : EPOCH 5 - PROGRESS: at 15.05% examples, 725222 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:46:42,780 : INFO : EPOCH 5 - PROGRESS: at 15.38% examples, 725423 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:43,795 : INFO : EPOCH 5 - PROGRESS: at 15.71% examples, 724989 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:44,800 : INFO : EPOCH 5 - PROGRESS: at 16.08% examples, 724941 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:45,814 : INFO : EPOCH 5 - PROGRESS: at 16.44% examples, 725050 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:46:46,820 : INFO : EPOCH 5 - PROGRESS: at 16.79% examples, 725103 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:47,834 : INFO : EPOCH 5 - PROGRESS: at 17.14% examples, 724799 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:48,851 : INFO : EPOCH 5 - PROGRESS: at 17.50% examples, 724664 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:49,866 : INFO : EPOCH 5 - PROGRESS: at 17.86% examples, 724695 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:50,871 : INFO : EPOCH 5 - PROGRESS: at 18.21% examples, 724627 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:51,873 : INFO : EPOCH 5 - PROGRESS: at 18.59% examples, 724584 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:52,888 : INFO : EPOCH 5 - PROGRESS: at 18.93% examples, 724560 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:46:53,889 : INFO : EPOCH 5 - PROGRESS: at 19.29% examples, 724650 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:54,901 : INFO : EPOCH 5 - PROGRESS: at 19.66% examples, 724481 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:55,910 : INFO : EPOCH 5 - PROGRESS: at 19.99% examples, 724672 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:56,912 : INFO : EPOCH 5 - PROGRESS: at 20.36% examples, 724680 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:57,915 : INFO : EPOCH 5 - PROGRESS: at 20.69% examples, 724724 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:58,920 : INFO : EPOCH 5 - PROGRESS: at 21.04% examples, 724802 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:46:59,923 : INFO : EPOCH 5 - PROGRESS: at 21.38% examples, 725024 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:00,925 : INFO : EPOCH 5 - PROGRESS: at 21.71% examples, 725014 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:01,925 : INFO : EPOCH 5 - PROGRESS: at 22.05% examples, 725117 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:02,926 : INFO : EPOCH 5 - PROGRESS: at 22.39% examples, 725211 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:03,936 : INFO : EPOCH 5 - PROGRESS: at 22.74% examples, 725088 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:04,946 : INFO : EPOCH 5 - PROGRESS: at 23.10% examples, 725256 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:05,959 : INFO : EPOCH 5 - PROGRESS: at 23.46% examples, 725254 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:06,961 : INFO : EPOCH 5 - PROGRESS: at 23.82% examples, 725287 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:07,966 : INFO : EPOCH 5 - PROGRESS: at 24.16% examples, 725270 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:08,968 : INFO : EPOCH 5 - PROGRESS: at 24.51% examples, 725491 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:09,970 : INFO : EPOCH 5 - PROGRESS: at 24.86% examples, 725603 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:10,970 : INFO : EPOCH 5 - PROGRESS: at 25.20% examples, 725599 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:11,990 : INFO : EPOCH 5 - PROGRESS: at 25.56% examples, 725562 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:13,010 : INFO : EPOCH 5 - PROGRESS: at 25.93% examples, 725622 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:14,022 : INFO : EPOCH 5 - PROGRESS: at 26.29% examples, 725685 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:15,025 : INFO : EPOCH 5 - PROGRESS: at 26.64% examples, 725682 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:16,045 : INFO : EPOCH 5 - PROGRESS: at 27.01% examples, 725535 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:17,058 : INFO : EPOCH 5 - PROGRESS: at 27.37% examples, 725566 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:18,067 : INFO : EPOCH 5 - PROGRESS: at 27.74% examples, 725489 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:19,071 : INFO : EPOCH 5 - PROGRESS: at 28.09% examples, 725616 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:20,078 : INFO : EPOCH 5 - PROGRESS: at 28.44% examples, 725477 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:21,082 : INFO : EPOCH 5 - PROGRESS: at 28.81% examples, 725551 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:22,086 : INFO : EPOCH 5 - PROGRESS: at 29.17% examples, 725621 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:23,087 : INFO : EPOCH 5 - PROGRESS: at 29.54% examples, 725571 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:24,091 : INFO : EPOCH 5 - PROGRESS: at 29.92% examples, 725625 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:25,097 : INFO : EPOCH 5 - PROGRESS: at 30.25% examples, 725662 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:26,105 : INFO : EPOCH 5 - PROGRESS: at 30.58% examples, 725683 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:27,107 : INFO : EPOCH 5 - PROGRESS: at 30.95% examples, 725690 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:28,121 : INFO : EPOCH 5 - PROGRESS: at 31.31% examples, 725568 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:29,127 : INFO : EPOCH 5 - PROGRESS: at 31.66% examples, 725571 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:30,132 : INFO : EPOCH 5 - PROGRESS: at 32.02% examples, 725495 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:31,140 : INFO : EPOCH 5 - PROGRESS: at 32.37% examples, 725463 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:32,147 : INFO : EPOCH 5 - PROGRESS: at 32.71% examples, 725468 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:33,150 : INFO : EPOCH 5 - PROGRESS: at 33.05% examples, 725423 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:34,152 : INFO : EPOCH 5 - PROGRESS: at 33.42% examples, 725428 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:47:35,157 : INFO : EPOCH 5 - PROGRESS: at 33.76% examples, 725400 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:36,159 : INFO : EPOCH 5 - PROGRESS: at 34.12% examples, 725474 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:47:37,159 : INFO : EPOCH 5 - PROGRESS: at 34.46% examples, 725479 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:38,169 : INFO : EPOCH 5 - PROGRESS: at 34.83% examples, 725280 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:39,170 : INFO : EPOCH 5 - PROGRESS: at 35.19% examples, 725050 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:40,177 : INFO : EPOCH 5 - PROGRESS: at 35.52% examples, 724829 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:41,183 : INFO : EPOCH 5 - PROGRESS: at 35.85% examples, 724605 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:42,203 : INFO : EPOCH 5 - PROGRESS: at 36.19% examples, 723866 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:43,218 : INFO : EPOCH 5 - PROGRESS: at 36.50% examples, 722602 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:44,224 : INFO : EPOCH 5 - PROGRESS: at 36.84% examples, 722718 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:45,225 : INFO : EPOCH 5 - PROGRESS: at 37.16% examples, 722794 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:46,230 : INFO : EPOCH 5 - PROGRESS: at 37.54% examples, 722757 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:47,232 : INFO : EPOCH 5 - PROGRESS: at 37.89% examples, 722789 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:48,238 : INFO : EPOCH 5 - PROGRESS: at 38.25% examples, 722814 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:49,248 : INFO : EPOCH 5 - PROGRESS: at 38.60% examples, 722915 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:50,251 : INFO : EPOCH 5 - PROGRESS: at 38.94% examples, 723016 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:51,256 : INFO : EPOCH 5 - PROGRESS: at 39.32% examples, 722932 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:52,266 : INFO : EPOCH 5 - PROGRESS: at 39.67% examples, 722968 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:53,267 : INFO : EPOCH 5 - PROGRESS: at 40.01% examples, 723011 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:54,269 : INFO : EPOCH 5 - PROGRESS: at 40.37% examples, 723085 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:55,281 : INFO : EPOCH 5 - PROGRESS: at 40.72% examples, 723109 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:56,287 : INFO : EPOCH 5 - PROGRESS: at 41.08% examples, 723185 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:57,291 : INFO : EPOCH 5 - PROGRESS: at 41.42% examples, 723253 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:58,297 : INFO : EPOCH 5 - PROGRESS: at 41.78% examples, 723219 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:47:59,306 : INFO : EPOCH 5 - PROGRESS: at 42.12% examples, 723225 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:48:00,330 : INFO : EPOCH 5 - PROGRESS: at 42.46% examples, 723155 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:01,336 : INFO : EPOCH 5 - PROGRESS: at 42.82% examples, 723226 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:02,337 : INFO : EPOCH 5 - PROGRESS: at 43.17% examples, 723285 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:03,339 : INFO : EPOCH 5 - PROGRESS: at 43.53% examples, 723249 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:04,344 : INFO : EPOCH 5 - PROGRESS: at 43.88% examples, 723285 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:05,352 : INFO : EPOCH 5 - PROGRESS: at 44.24% examples, 723258 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:06,371 : INFO : EPOCH 5 - PROGRESS: at 44.59% examples, 723326 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:07,380 : INFO : EPOCH 5 - PROGRESS: at 44.92% examples, 723392 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:08,380 : INFO : EPOCH 5 - PROGRESS: at 45.27% examples, 723442 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:48:09,388 : INFO : EPOCH 5 - PROGRESS: at 45.61% examples, 723422 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:10,414 : INFO : EPOCH 5 - PROGRESS: at 45.98% examples, 723347 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:11,418 : INFO : EPOCH 5 - PROGRESS: at 46.34% examples, 723338 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:12,432 : INFO : EPOCH 5 - PROGRESS: at 46.72% examples, 723399 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:13,438 : INFO : EPOCH 5 - PROGRESS: at 47.07% examples, 723457 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:14,439 : INFO : EPOCH 5 - PROGRESS: at 47.43% examples, 723556 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:15,443 : INFO : EPOCH 5 - PROGRESS: at 47.80% examples, 723527 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:16,457 : INFO : EPOCH 5 - PROGRESS: at 48.14% examples, 723552 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:17,459 : INFO : EPOCH 5 - PROGRESS: at 48.49% examples, 723666 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:18,460 : INFO : EPOCH 5 - PROGRESS: at 48.87% examples, 723616 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:19,462 : INFO : EPOCH 5 - PROGRESS: at 49.22% examples, 723453 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:20,474 : INFO : EPOCH 5 - PROGRESS: at 49.57% examples, 723014 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:21,490 : INFO : EPOCH 5 - PROGRESS: at 49.87% examples, 722582 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:22,507 : INFO : EPOCH 5 - PROGRESS: at 50.20% examples, 722131 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:23,519 : INFO : EPOCH 5 - PROGRESS: at 50.55% examples, 721734 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:48:24,519 : INFO : EPOCH 5 - PROGRESS: at 50.86% examples, 721338 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:25,520 : INFO : EPOCH 5 - PROGRESS: at 51.18% examples, 720909 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:26,520 : INFO : EPOCH 5 - PROGRESS: at 51.52% examples, 720499 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:27,543 : INFO : EPOCH 5 - PROGRESS: at 51.82% examples, 720064 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:28,552 : INFO : EPOCH 5 - PROGRESS: at 52.14% examples, 719625 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:29,555 : INFO : EPOCH 5 - PROGRESS: at 52.47% examples, 719261 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:30,575 : INFO : EPOCH 5 - PROGRESS: at 52.79% examples, 718850 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:31,575 : INFO : EPOCH 5 - PROGRESS: at 53.13% examples, 718448 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:32,580 : INFO : EPOCH 5 - PROGRESS: at 53.42% examples, 718193 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:33,581 : INFO : EPOCH 5 - PROGRESS: at 53.73% examples, 717892 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:34,588 : INFO : EPOCH 5 - PROGRESS: at 54.04% examples, 717540 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:35,591 : INFO : EPOCH 5 - PROGRESS: at 54.37% examples, 717192 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:36,599 : INFO : EPOCH 5 - PROGRESS: at 54.71% examples, 716770 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:37,600 : INFO : EPOCH 5 - PROGRESS: at 55.01% examples, 716482 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:38,600 : INFO : EPOCH 5 - PROGRESS: at 55.31% examples, 716143 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:48:39,610 : INFO : EPOCH 5 - PROGRESS: at 55.63% examples, 715744 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:40,618 : INFO : EPOCH 5 - PROGRESS: at 55.94% examples, 715431 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:41,624 : INFO : EPOCH 5 - PROGRESS: at 56.24% examples, 715129 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:48:42,628 : INFO : EPOCH 5 - PROGRESS: at 56.55% examples, 714702 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:43,631 : INFO : EPOCH 5 - PROGRESS: at 56.86% examples, 714406 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:44,632 : INFO : EPOCH 5 - PROGRESS: at 57.19% examples, 714078 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:45,641 : INFO : EPOCH 5 - PROGRESS: at 57.52% examples, 713727 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:46,649 : INFO : EPOCH 5 - PROGRESS: at 57.83% examples, 713435 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:47,658 : INFO : EPOCH 5 - PROGRESS: at 58.14% examples, 713190 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:48,662 : INFO : EPOCH 5 - PROGRESS: at 58.46% examples, 712879 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:49,668 : INFO : EPOCH 5 - PROGRESS: at 58.79% examples, 712537 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:50,680 : INFO : EPOCH 5 - PROGRESS: at 59.12% examples, 712248 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:51,697 : INFO : EPOCH 5 - PROGRESS: at 59.42% examples, 711984 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:52,704 : INFO : EPOCH 5 - PROGRESS: at 59.76% examples, 711702 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:53,706 : INFO : EPOCH 5 - PROGRESS: at 60.09% examples, 711416 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:54,712 : INFO : EPOCH 5 - PROGRESS: at 60.42% examples, 711063 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:48:55,721 : INFO : EPOCH 5 - PROGRESS: at 60.73% examples, 710758 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:48:56,726 : INFO : EPOCH 5 - PROGRESS: at 61.07% examples, 710503 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:57,738 : INFO : EPOCH 5 - PROGRESS: at 61.41% examples, 710142 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:58,745 : INFO : EPOCH 5 - PROGRESS: at 61.72% examples, 709907 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:48:59,753 : INFO : EPOCH 5 - PROGRESS: at 62.05% examples, 709615 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:49:00,764 : INFO : EPOCH 5 - PROGRESS: at 62.37% examples, 709291 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:49:01,764 : INFO : EPOCH 5 - PROGRESS: at 62.67% examples, 709069 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:02,777 : INFO : EPOCH 5 - PROGRESS: at 62.97% examples, 708836 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:03,793 : INFO : EPOCH 5 - PROGRESS: at 63.28% examples, 708537 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:04,798 : INFO : EPOCH 5 - PROGRESS: at 63.59% examples, 708302 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:05,804 : INFO : EPOCH 5 - PROGRESS: at 63.91% examples, 708028 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:06,805 : INFO : EPOCH 5 - PROGRESS: at 64.22% examples, 707754 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:07,807 : INFO : EPOCH 5 - PROGRESS: at 64.54% examples, 707451 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:08,812 : INFO : EPOCH 5 - PROGRESS: at 64.87% examples, 707169 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:09,818 : INFO : EPOCH 5 - PROGRESS: at 65.19% examples, 706894 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:10,832 : INFO : EPOCH 5 - PROGRESS: at 65.51% examples, 706636 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:11,842 : INFO : EPOCH 5 - PROGRESS: at 65.85% examples, 706392 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:12,856 : INFO : EPOCH 5 - PROGRESS: at 66.17% examples, 706164 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:49:13,867 : INFO : EPOCH 5 - PROGRESS: at 66.46% examples, 705960 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:14,868 : INFO : EPOCH 5 - PROGRESS: at 66.78% examples, 705761 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:49:15,871 : INFO : EPOCH 5 - PROGRESS: at 67.12% examples, 705526 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:16,874 : INFO : EPOCH 5 - PROGRESS: at 67.42% examples, 705272 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:17,879 : INFO : EPOCH 5 - PROGRESS: at 67.76% examples, 705052 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:18,884 : INFO : EPOCH 5 - PROGRESS: at 68.09% examples, 704808 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:19,900 : INFO : EPOCH 5 - PROGRESS: at 68.41% examples, 704569 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:20,902 : INFO : EPOCH 5 - PROGRESS: at 68.73% examples, 704310 words/s, in_qsize 8, out_qsize 1
2020-07-24 08:49:21,907 : INFO : EPOCH 5 - PROGRESS: at 69.06% examples, 704108 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:22,924 : INFO : EPOCH 5 - PROGRESS: at 69.40% examples, 703822 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:23,939 : INFO : EPOCH 5 - PROGRESS: at 69.73% examples, 703580 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:24,941 : INFO : EPOCH 5 - PROGRESS: at 70.04% examples, 703412 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:25,951 : INFO : EPOCH 5 - PROGRESS: at 70.36% examples, 703219 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:26,957 : INFO : EPOCH 5 - PROGRESS: at 70.68% examples, 703007 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:49:27,978 : INFO : EPOCH 5 - PROGRESS: at 71.00% examples, 702784 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:49:29,002 : INFO : EPOCH 5 - PROGRESS: at 71.33% examples, 702562 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:30,015 : INFO : EPOCH 5 - PROGRESS: at 71.66% examples, 702367 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:31,020 : INFO : EPOCH 5 - PROGRESS: at 71.98% examples, 702152 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:32,031 : INFO : EPOCH 5 - PROGRESS: at 72.30% examples, 701905 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:33,035 : INFO : EPOCH 5 - PROGRESS: at 72.63% examples, 701745 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:49:34,038 : INFO : EPOCH 5 - PROGRESS: at 72.95% examples, 701536 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:35,043 : INFO : EPOCH 5 - PROGRESS: at 73.26% examples, 701387 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:36,046 : INFO : EPOCH 5 - PROGRESS: at 73.60% examples, 701168 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:37,053 : INFO : EPOCH 5 - PROGRESS: at 73.95% examples, 700972 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:38,055 : INFO : EPOCH 5 - PROGRESS: at 74.27% examples, 700763 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:49:39,061 : INFO : EPOCH 5 - PROGRESS: at 74.61% examples, 700523 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:40,063 : INFO : EPOCH 5 - PROGRESS: at 74.91% examples, 700351 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:41,069 : INFO : EPOCH 5 - PROGRESS: at 75.24% examples, 700117 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:42,075 : INFO : EPOCH 5 - PROGRESS: at 75.56% examples, 699959 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:43,087 : INFO : EPOCH 5 - PROGRESS: at 75.88% examples, 699803 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:44,098 : INFO : EPOCH 5 - PROGRESS: at 76.19% examples, 699599 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:45,102 : INFO : EPOCH 5 - PROGRESS: at 76.51% examples, 699443 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:46,103 : INFO : EPOCH 5 - PROGRESS: at 76.81% examples, 699258 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:47,103 : INFO : EPOCH 5 - PROGRESS: at 77.13% examples, 699089 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:48,122 : INFO : EPOCH 5 - PROGRESS: at 77.46% examples, 698906 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:49,124 : INFO : EPOCH 5 - PROGRESS: at 77.78% examples, 698744 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:50,140 : INFO : EPOCH 5 - PROGRESS: at 78.12% examples, 698521 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:51,141 : INFO : EPOCH 5 - PROGRESS: at 78.42% examples, 698445 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:52,141 : INFO : EPOCH 5 - PROGRESS: at 78.72% examples, 698233 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:53,143 : INFO : EPOCH 5 - PROGRESS: at 79.08% examples, 698062 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:54,148 : INFO : EPOCH 5 - PROGRESS: at 79.41% examples, 697883 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:55,151 : INFO : EPOCH 5 - PROGRESS: at 79.71% examples, 697678 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:56,154 : INFO : EPOCH 5 - PROGRESS: at 80.05% examples, 697536 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:57,165 : INFO : EPOCH 5 - PROGRESS: at 80.36% examples, 697392 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:58,169 : INFO : EPOCH 5 - PROGRESS: at 80.67% examples, 697222 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:49:59,172 : INFO : EPOCH 5 - PROGRESS: at 81.00% examples, 697046 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:00,182 : INFO : EPOCH 5 - PROGRESS: at 81.32% examples, 696904 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:50:01,192 : INFO : EPOCH 5 - PROGRESS: at 81.63% examples, 696750 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:02,197 : INFO : EPOCH 5 - PROGRESS: at 81.95% examples, 696603 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:50:03,203 : INFO : EPOCH 5 - PROGRESS: at 82.26% examples, 696500 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:04,207 : INFO : EPOCH 5 - PROGRESS: at 82.55% examples, 696344 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:50:05,212 : INFO : EPOCH 5 - PROGRESS: at 82.89% examples, 696167 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:06,230 : INFO : EPOCH 5 - PROGRESS: at 83.19% examples, 696023 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:07,247 : INFO : EPOCH 5 - PROGRESS: at 83.51% examples, 695902 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:08,248 : INFO : EPOCH 5 - PROGRESS: at 83.82% examples, 695787 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:09,254 : INFO : EPOCH 5 - PROGRESS: at 84.15% examples, 695558 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:10,263 : INFO : EPOCH 5 - PROGRESS: at 84.49% examples, 695409 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:11,268 : INFO : EPOCH 5 - PROGRESS: at 84.82% examples, 695255 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:12,271 : INFO : EPOCH 5 - PROGRESS: at 85.14% examples, 695099 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:13,275 : INFO : EPOCH 5 - PROGRESS: at 85.45% examples, 694959 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:14,289 : INFO : EPOCH 5 - PROGRESS: at 85.78% examples, 694799 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:15,292 : INFO : EPOCH 5 - PROGRESS: at 86.10% examples, 694678 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:16,306 : INFO : EPOCH 5 - PROGRESS: at 86.42% examples, 694554 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:17,308 : INFO : EPOCH 5 - PROGRESS: at 86.73% examples, 694453 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:18,313 : INFO : EPOCH 5 - PROGRESS: at 87.06% examples, 694294 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:19,319 : INFO : EPOCH 5 - PROGRESS: at 87.37% examples, 694093 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:20,329 : INFO : EPOCH 5 - PROGRESS: at 87.68% examples, 693822 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:21,330 : INFO : EPOCH 5 - PROGRESS: at 87.99% examples, 693608 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:22,347 : INFO : EPOCH 5 - PROGRESS: at 88.28% examples, 693305 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:23,349 : INFO : EPOCH 5 - PROGRESS: at 88.57% examples, 692718 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:24,354 : INFO : EPOCH 5 - PROGRESS: at 88.90% examples, 692712 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:25,359 : INFO : EPOCH 5 - PROGRESS: at 89.24% examples, 692866 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:26,367 : INFO : EPOCH 5 - PROGRESS: at 89.61% examples, 692957 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:27,368 : INFO : EPOCH 5 - PROGRESS: at 89.99% examples, 693047 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:28,383 : INFO : EPOCH 5 - PROGRESS: at 90.36% examples, 693201 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:29,392 : INFO : EPOCH 5 - PROGRESS: at 90.72% examples, 693292 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:50:30,406 : INFO : EPOCH 5 - PROGRESS: at 91.10% examples, 693394 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:31,412 : INFO : EPOCH 5 - PROGRESS: at 91.47% examples, 693538 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:32,415 : INFO : EPOCH 5 - PROGRESS: at 91.83% examples, 693655 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:33,422 : INFO : EPOCH 5 - PROGRESS: at 92.18% examples, 693756 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:34,433 : INFO : EPOCH 5 - PROGRESS: at 92.52% examples, 693881 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:35,440 : INFO : EPOCH 5 - PROGRESS: at 92.87% examples, 693989 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:36,443 : INFO : EPOCH 5 - PROGRESS: at 93.21% examples, 694077 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:37,459 : INFO : EPOCH 5 - PROGRESS: at 93.58% examples, 694166 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:38,462 : INFO : EPOCH 5 - PROGRESS: at 93.93% examples, 694325 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:39,471 : INFO : EPOCH 5 - PROGRESS: at 94.29% examples, 694436 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:50:40,474 : INFO : EPOCH 5 - PROGRESS: at 94.64% examples, 694561 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:50:41,478 : INFO : EPOCH 5 - PROGRESS: at 94.98% examples, 694656 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:42,486 : INFO : EPOCH 5 - PROGRESS: at 95.30% examples, 694797 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:43,494 : INFO : EPOCH 5 - PROGRESS: at 95.67% examples, 694920 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:44,504 : INFO : EPOCH 5 - PROGRESS: at 96.03% examples, 694971 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:45,520 : INFO : EPOCH 5 - PROGRESS: at 96.37% examples, 695071 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:46,523 : INFO : EPOCH 5 - PROGRESS: at 96.72% examples, 695190 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:47,525 : INFO : EPOCH 5 - PROGRESS: at 97.06% examples, 695274 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:50:48,528 : INFO : EPOCH 5 - PROGRESS: at 97.44% examples, 695399 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:49,541 : INFO : EPOCH 5 - PROGRESS: at 97.80% examples, 695509 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:50,557 : INFO : EPOCH 5 - PROGRESS: at 98.18% examples, 695604 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:51,563 : INFO : EPOCH 5 - PROGRESS: at 98.57% examples, 695662 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:52,576 : INFO : EPOCH 5 - PROGRESS: at 98.93% examples, 695778 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:53,583 : INFO : EPOCH 5 - PROGRESS: at 99.30% examples, 695907 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:54,585 : INFO : EPOCH 5 - PROGRESS: at 99.64% examples, 696001 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:55,593 : INFO : EPOCH 5 - PROGRESS: at 99.97% examples, 696115 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:55,634 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 08:50:55,645 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 08:50:55,648 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 08:50:55,659 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 08:50:55,660 : INFO : EPOCH - 5 : training on 265946082 raw words (206824113 effective words) took 297.1s, 696126 effective words/s
2020-07-24 08:50:56,670 : INFO : EPOCH 6 - PROGRESS: at 0.33% examples, 711075 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:50:57,676 : INFO : EPOCH 6 - PROGRESS: at 0.71% examples, 717865 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:58,694 : INFO : EPOCH 6 - PROGRESS: at 1.08% examples, 720744 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:50:59,704 : INFO : EPOCH 6 - PROGRESS: at 1.47% examples, 722645 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:00,719 : INFO : EPOCH 6 - PROGRESS: at 1.83% examples, 721700 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:01,725 : INFO : EPOCH 6 - PROGRESS: at 2.17% examples, 723264 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:02,728 : INFO : EPOCH 6 - PROGRESS: at 2.52% examples, 722835 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:03,730 : INFO : EPOCH 6 - PROGRESS: at 2.89% examples, 723138 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:04,745 : INFO : EPOCH 6 - PROGRESS: at 3.22% examples, 724965 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:05,755 : INFO : EPOCH 6 - PROGRESS: at 3.56% examples, 725486 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:06,762 : INFO : EPOCH 6 - PROGRESS: at 3.90% examples, 727300 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:07,767 : INFO : EPOCH 6 - PROGRESS: at 4.25% examples, 727661 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:08,785 : INFO : EPOCH 6 - PROGRESS: at 4.60% examples, 728205 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:09,792 : INFO : EPOCH 6 - PROGRESS: at 4.94% examples, 728773 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:10,798 : INFO : EPOCH 6 - PROGRESS: at 5.32% examples, 728526 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:11,808 : INFO : EPOCH 6 - PROGRESS: at 5.68% examples, 728811 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:12,813 : INFO : EPOCH 6 - PROGRESS: at 6.02% examples, 728814 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:13,818 : INFO : EPOCH 6 - PROGRESS: at 6.37% examples, 729121 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:14,845 : INFO : EPOCH 6 - PROGRESS: at 6.74% examples, 728109 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:51:15,848 : INFO : EPOCH 6 - PROGRESS: at 7.11% examples, 727860 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:51:16,864 : INFO : EPOCH 6 - PROGRESS: at 7.45% examples, 727580 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:17,868 : INFO : EPOCH 6 - PROGRESS: at 7.80% examples, 727678 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:18,872 : INFO : EPOCH 6 - PROGRESS: at 8.14% examples, 728252 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:19,880 : INFO : EPOCH 6 - PROGRESS: at 8.49% examples, 728165 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:20,888 : INFO : EPOCH 6 - PROGRESS: at 8.83% examples, 728394 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:21,905 : INFO : EPOCH 6 - PROGRESS: at 9.19% examples, 728163 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:22,905 : INFO : EPOCH 6 - PROGRESS: at 9.53% examples, 728226 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:23,916 : INFO : EPOCH 6 - PROGRESS: at 9.88% examples, 728132 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:51:24,923 : INFO : EPOCH 6 - PROGRESS: at 10.24% examples, 728246 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:25,937 : INFO : EPOCH 6 - PROGRESS: at 10.56% examples, 728354 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:26,960 : INFO : EPOCH 6 - PROGRESS: at 10.91% examples, 728436 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:27,961 : INFO : EPOCH 6 - PROGRESS: at 11.30% examples, 728539 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:28,964 : INFO : EPOCH 6 - PROGRESS: at 11.65% examples, 728416 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:51:29,979 : INFO : EPOCH 6 - PROGRESS: at 11.99% examples, 727747 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:30,988 : INFO : EPOCH 6 - PROGRESS: at 12.32% examples, 725843 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:31,991 : INFO : EPOCH 6 - PROGRESS: at 12.63% examples, 724206 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:32,994 : INFO : EPOCH 6 - PROGRESS: at 12.97% examples, 722377 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:33,999 : INFO : EPOCH 6 - PROGRESS: at 13.27% examples, 721294 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:35,004 : INFO : EPOCH 6 - PROGRESS: at 13.59% examples, 719478 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:36,006 : INFO : EPOCH 6 - PROGRESS: at 13.93% examples, 718103 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:37,015 : INFO : EPOCH 6 - PROGRESS: at 14.26% examples, 716457 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:38,025 : INFO : EPOCH 6 - PROGRESS: at 14.55% examples, 715453 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:51:39,026 : INFO : EPOCH 6 - PROGRESS: at 14.86% examples, 714314 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:40,030 : INFO : EPOCH 6 - PROGRESS: at 15.16% examples, 713087 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:41,038 : INFO : EPOCH 6 - PROGRESS: at 15.49% examples, 712007 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:42,041 : INFO : EPOCH 6 - PROGRESS: at 15.79% examples, 710769 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:43,043 : INFO : EPOCH 6 - PROGRESS: at 16.12% examples, 709753 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:44,052 : INFO : EPOCH 6 - PROGRESS: at 16.45% examples, 708829 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:45,061 : INFO : EPOCH 6 - PROGRESS: at 16.78% examples, 707661 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:46,081 : INFO : EPOCH 6 - PROGRESS: at 17.10% examples, 706652 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:47,089 : INFO : EPOCH 6 - PROGRESS: at 17.43% examples, 705839 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:48,111 : INFO : EPOCH 6 - PROGRESS: at 17.75% examples, 704969 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:49,123 : INFO : EPOCH 6 - PROGRESS: at 18.09% examples, 704168 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:50,123 : INFO : EPOCH 6 - PROGRESS: at 18.41% examples, 703491 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:51,138 : INFO : EPOCH 6 - PROGRESS: at 18.74% examples, 702653 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:52,140 : INFO : EPOCH 6 - PROGRESS: at 19.06% examples, 702098 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:53,145 : INFO : EPOCH 6 - PROGRESS: at 19.40% examples, 701317 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:54,166 : INFO : EPOCH 6 - PROGRESS: at 19.72% examples, 700472 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:55,168 : INFO : EPOCH 6 - PROGRESS: at 20.03% examples, 700038 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:51:56,170 : INFO : EPOCH 6 - PROGRESS: at 20.37% examples, 699257 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:57,186 : INFO : EPOCH 6 - PROGRESS: at 20.67% examples, 698666 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:58,191 : INFO : EPOCH 6 - PROGRESS: at 20.99% examples, 698087 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:51:59,195 : INFO : EPOCH 6 - PROGRESS: at 21.30% examples, 697732 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:00,210 : INFO : EPOCH 6 - PROGRESS: at 21.60% examples, 697088 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:01,216 : INFO : EPOCH 6 - PROGRESS: at 21.90% examples, 696729 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:02,218 : INFO : EPOCH 6 - PROGRESS: at 22.23% examples, 696172 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:03,234 : INFO : EPOCH 6 - PROGRESS: at 22.57% examples, 695622 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:04,241 : INFO : EPOCH 6 - PROGRESS: at 22.85% examples, 695232 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:05,248 : INFO : EPOCH 6 - PROGRESS: at 23.18% examples, 694660 words/s, in_qsize 8, out_qsize 1
2020-07-24 08:52:06,267 : INFO : EPOCH 6 - PROGRESS: at 23.52% examples, 694059 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:07,268 : INFO : EPOCH 6 - PROGRESS: at 23.85% examples, 693772 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:08,279 : INFO : EPOCH 6 - PROGRESS: at 24.16% examples, 693288 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:09,280 : INFO : EPOCH 6 - PROGRESS: at 24.48% examples, 693109 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:10,285 : INFO : EPOCH 6 - PROGRESS: at 24.80% examples, 692544 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:11,321 : INFO : EPOCH 6 - PROGRESS: at 25.11% examples, 692083 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:12,333 : INFO : EPOCH 6 - PROGRESS: at 25.43% examples, 691631 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:13,335 : INFO : EPOCH 6 - PROGRESS: at 25.76% examples, 691291 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:14,340 : INFO : EPOCH 6 - PROGRESS: at 26.08% examples, 690832 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:15,344 : INFO : EPOCH 6 - PROGRESS: at 26.41% examples, 690387 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:16,346 : INFO : EPOCH 6 - PROGRESS: at 26.73% examples, 690021 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:17,349 : INFO : EPOCH 6 - PROGRESS: at 27.06% examples, 689717 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:18,353 : INFO : EPOCH 6 - PROGRESS: at 27.38% examples, 689345 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:19,355 : INFO : EPOCH 6 - PROGRESS: at 27.73% examples, 689144 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:20,362 : INFO : EPOCH 6 - PROGRESS: at 28.04% examples, 688794 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:21,364 : INFO : EPOCH 6 - PROGRESS: at 28.37% examples, 688526 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:22,367 : INFO : EPOCH 6 - PROGRESS: at 28.70% examples, 688175 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:23,369 : INFO : EPOCH 6 - PROGRESS: at 29.02% examples, 687815 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:24,370 : INFO : EPOCH 6 - PROGRESS: at 29.35% examples, 687428 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:25,381 : INFO : EPOCH 6 - PROGRESS: at 29.70% examples, 687073 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:26,387 : INFO : EPOCH 6 - PROGRESS: at 30.03% examples, 686796 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:27,408 : INFO : EPOCH 6 - PROGRESS: at 30.32% examples, 686538 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:28,415 : INFO : EPOCH 6 - PROGRESS: at 30.64% examples, 686357 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:29,419 : INFO : EPOCH 6 - PROGRESS: at 30.96% examples, 685966 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:30,421 : INFO : EPOCH 6 - PROGRESS: at 31.30% examples, 685619 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:31,443 : INFO : EPOCH 6 - PROGRESS: at 31.63% examples, 685285 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:52:32,457 : INFO : EPOCH 6 - PROGRESS: at 31.96% examples, 685058 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:33,471 : INFO : EPOCH 6 - PROGRESS: at 32.27% examples, 684766 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:34,478 : INFO : EPOCH 6 - PROGRESS: at 32.59% examples, 684619 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:35,486 : INFO : EPOCH 6 - PROGRESS: at 32.90% examples, 684372 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:36,488 : INFO : EPOCH 6 - PROGRESS: at 33.23% examples, 684179 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:37,505 : INFO : EPOCH 6 - PROGRESS: at 33.56% examples, 683841 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:38,518 : INFO : EPOCH 6 - PROGRESS: at 33.90% examples, 683655 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:39,525 : INFO : EPOCH 6 - PROGRESS: at 34.21% examples, 683430 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:40,530 : INFO : EPOCH 6 - PROGRESS: at 34.53% examples, 683248 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:41,538 : INFO : EPOCH 6 - PROGRESS: at 34.86% examples, 683044 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:42,555 : INFO : EPOCH 6 - PROGRESS: at 35.20% examples, 682844 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:43,562 : INFO : EPOCH 6 - PROGRESS: at 35.52% examples, 682711 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:44,568 : INFO : EPOCH 6 - PROGRESS: at 35.83% examples, 682482 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:45,570 : INFO : EPOCH 6 - PROGRESS: at 36.17% examples, 682339 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:46,571 : INFO : EPOCH 6 - PROGRESS: at 36.51% examples, 682167 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:52:47,576 : INFO : EPOCH 6 - PROGRESS: at 36.81% examples, 681952 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:48,590 : INFO : EPOCH 6 - PROGRESS: at 37.11% examples, 681827 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:49,597 : INFO : EPOCH 6 - PROGRESS: at 37.45% examples, 681625 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:52:50,607 : INFO : EPOCH 6 - PROGRESS: at 37.78% examples, 681369 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:52:51,610 : INFO : EPOCH 6 - PROGRESS: at 38.10% examples, 681235 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:52,616 : INFO : EPOCH 6 - PROGRESS: at 38.41% examples, 681060 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:53,631 : INFO : EPOCH 6 - PROGRESS: at 38.73% examples, 680912 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:54,635 : INFO : EPOCH 6 - PROGRESS: at 39.06% examples, 680827 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:55,635 : INFO : EPOCH 6 - PROGRESS: at 39.41% examples, 680616 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:56,653 : INFO : EPOCH 6 - PROGRESS: at 39.72% examples, 680373 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:57,655 : INFO : EPOCH 6 - PROGRESS: at 40.04% examples, 680269 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:58,658 : INFO : EPOCH 6 - PROGRESS: at 40.36% examples, 680184 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:52:59,660 : INFO : EPOCH 6 - PROGRESS: at 40.65% examples, 679835 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:00,667 : INFO : EPOCH 6 - PROGRESS: at 40.97% examples, 679359 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:01,679 : INFO : EPOCH 6 - PROGRESS: at 41.28% examples, 679003 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:02,691 : INFO : EPOCH 6 - PROGRESS: at 41.55% examples, 678145 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:03,698 : INFO : EPOCH 6 - PROGRESS: at 41.87% examples, 678037 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:04,701 : INFO : EPOCH 6 - PROGRESS: at 42.21% examples, 678503 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:53:05,704 : INFO : EPOCH 6 - PROGRESS: at 42.56% examples, 678942 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:06,717 : INFO : EPOCH 6 - PROGRESS: at 42.92% examples, 679261 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:07,725 : INFO : EPOCH 6 - PROGRESS: at 43.28% examples, 679586 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:08,731 : INFO : EPOCH 6 - PROGRESS: at 43.64% examples, 680002 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:09,731 : INFO : EPOCH 6 - PROGRESS: at 43.99% examples, 680327 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:10,734 : INFO : EPOCH 6 - PROGRESS: at 44.36% examples, 680749 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:11,736 : INFO : EPOCH 6 - PROGRESS: at 44.70% examples, 681157 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:12,750 : INFO : EPOCH 6 - PROGRESS: at 45.03% examples, 681573 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:13,754 : INFO : EPOCH 6 - PROGRESS: at 45.39% examples, 681904 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:14,763 : INFO : EPOCH 6 - PROGRESS: at 45.73% examples, 682221 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:15,782 : INFO : EPOCH 6 - PROGRESS: at 46.09% examples, 682498 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:16,784 : INFO : EPOCH 6 - PROGRESS: at 46.46% examples, 682877 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:17,789 : INFO : EPOCH 6 - PROGRESS: at 46.82% examples, 683125 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:18,801 : INFO : EPOCH 6 - PROGRESS: at 47.20% examples, 683546 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:19,802 : INFO : EPOCH 6 - PROGRESS: at 47.54% examples, 683829 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:20,812 : INFO : EPOCH 6 - PROGRESS: at 47.92% examples, 684129 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:21,817 : INFO : EPOCH 6 - PROGRESS: at 48.27% examples, 684507 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:22,823 : INFO : EPOCH 6 - PROGRESS: at 48.63% examples, 684836 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:53:23,833 : INFO : EPOCH 6 - PROGRESS: at 49.00% examples, 685113 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:24,833 : INFO : EPOCH 6 - PROGRESS: at 49.38% examples, 685369 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:25,858 : INFO : EPOCH 6 - PROGRESS: at 49.73% examples, 685701 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:26,867 : INFO : EPOCH 6 - PROGRESS: at 50.10% examples, 686000 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:27,881 : INFO : EPOCH 6 - PROGRESS: at 50.47% examples, 686304 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:28,885 : INFO : EPOCH 6 - PROGRESS: at 50.82% examples, 686596 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:29,893 : INFO : EPOCH 6 - PROGRESS: at 51.16% examples, 686877 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:30,908 : INFO : EPOCH 6 - PROGRESS: at 51.54% examples, 687153 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:31,920 : INFO : EPOCH 6 - PROGRESS: at 51.89% examples, 687413 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:32,920 : INFO : EPOCH 6 - PROGRESS: at 52.24% examples, 687707 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:33,923 : INFO : EPOCH 6 - PROGRESS: at 52.60% examples, 687938 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:34,925 : INFO : EPOCH 6 - PROGRESS: at 52.96% examples, 688276 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:35,928 : INFO : EPOCH 6 - PROGRESS: at 53.31% examples, 688629 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:36,938 : INFO : EPOCH 6 - PROGRESS: at 53.64% examples, 688904 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:53:37,951 : INFO : EPOCH 6 - PROGRESS: at 53.99% examples, 689219 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:38,953 : INFO : EPOCH 6 - PROGRESS: at 54.35% examples, 689530 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:39,959 : INFO : EPOCH 6 - PROGRESS: at 54.73% examples, 689709 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:40,960 : INFO : EPOCH 6 - PROGRESS: at 55.06% examples, 690039 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:41,975 : INFO : EPOCH 6 - PROGRESS: at 55.40% examples, 690265 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:42,980 : INFO : EPOCH 6 - PROGRESS: at 55.73% examples, 690508 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:43,983 : INFO : EPOCH 6 - PROGRESS: at 56.09% examples, 690800 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:53:44,995 : INFO : EPOCH 6 - PROGRESS: at 56.44% examples, 691041 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:46,000 : INFO : EPOCH 6 - PROGRESS: at 56.78% examples, 691283 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:47,002 : INFO : EPOCH 6 - PROGRESS: at 57.12% examples, 691518 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:53:48,004 : INFO : EPOCH 6 - PROGRESS: at 57.50% examples, 691651 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:49,005 : INFO : EPOCH 6 - PROGRESS: at 57.83% examples, 691898 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:50,007 : INFO : EPOCH 6 - PROGRESS: at 58.17% examples, 692207 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:51,008 : INFO : EPOCH 6 - PROGRESS: at 58.53% examples, 692364 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:52,012 : INFO : EPOCH 6 - PROGRESS: at 58.88% examples, 692590 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:53,020 : INFO : EPOCH 6 - PROGRESS: at 59.25% examples, 692775 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:54,026 : INFO : EPOCH 6 - PROGRESS: at 59.60% examples, 693077 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:55,041 : INFO : EPOCH 6 - PROGRESS: at 59.98% examples, 693301 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:56,046 : INFO : EPOCH 6 - PROGRESS: at 60.33% examples, 693534 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:57,066 : INFO : EPOCH 6 - PROGRESS: at 60.68% examples, 693691 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:58,073 : INFO : EPOCH 6 - PROGRESS: at 61.06% examples, 693852 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:53:59,082 : INFO : EPOCH 6 - PROGRESS: at 61.44% examples, 694075 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:54:00,095 : INFO : EPOCH 6 - PROGRESS: at 61.78% examples, 694258 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:01,108 : INFO : EPOCH 6 - PROGRESS: at 62.14% examples, 694431 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:02,109 : INFO : EPOCH 6 - PROGRESS: at 62.48% examples, 694706 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:03,112 : INFO : EPOCH 6 - PROGRESS: at 62.82% examples, 694856 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:04,113 : INFO : EPOCH 6 - PROGRESS: at 63.14% examples, 694992 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:05,117 : INFO : EPOCH 6 - PROGRESS: at 63.50% examples, 695177 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:06,129 : INFO : EPOCH 6 - PROGRESS: at 63.85% examples, 695375 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:54:07,135 : INFO : EPOCH 6 - PROGRESS: at 64.19% examples, 695540 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:08,143 : INFO : EPOCH 6 - PROGRESS: at 64.55% examples, 695719 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:09,150 : INFO : EPOCH 6 - PROGRESS: at 64.92% examples, 695831 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:10,161 : INFO : EPOCH 6 - PROGRESS: at 65.27% examples, 696032 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:11,171 : INFO : EPOCH 6 - PROGRESS: at 65.64% examples, 696253 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:12,174 : INFO : EPOCH 6 - PROGRESS: at 66.01% examples, 696433 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:54:13,183 : INFO : EPOCH 6 - PROGRESS: at 66.33% examples, 696575 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:14,185 : INFO : EPOCH 6 - PROGRESS: at 66.66% examples, 696852 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:15,191 : INFO : EPOCH 6 - PROGRESS: at 67.04% examples, 696919 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:54:16,205 : INFO : EPOCH 6 - PROGRESS: at 67.37% examples, 697013 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:17,211 : INFO : EPOCH 6 - PROGRESS: at 67.74% examples, 697181 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:18,211 : INFO : EPOCH 6 - PROGRESS: at 68.11% examples, 697320 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:54:19,222 : INFO : EPOCH 6 - PROGRESS: at 68.47% examples, 697405 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:20,226 : INFO : EPOCH 6 - PROGRESS: at 68.82% examples, 697602 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:21,227 : INFO : EPOCH 6 - PROGRESS: at 69.18% examples, 697716 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:22,235 : INFO : EPOCH 6 - PROGRESS: at 69.56% examples, 697884 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:23,235 : INFO : EPOCH 6 - PROGRESS: at 69.91% examples, 697985 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:24,236 : INFO : EPOCH 6 - PROGRESS: at 70.26% examples, 698122 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:25,239 : INFO : EPOCH 6 - PROGRESS: at 70.57% examples, 698282 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:26,242 : INFO : EPOCH 6 - PROGRESS: at 70.94% examples, 698414 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:27,251 : INFO : EPOCH 6 - PROGRESS: at 71.30% examples, 698552 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:28,257 : INFO : EPOCH 6 - PROGRESS: at 71.67% examples, 698702 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:29,263 : INFO : EPOCH 6 - PROGRESS: at 72.03% examples, 698867 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:30,274 : INFO : EPOCH 6 - PROGRESS: at 72.38% examples, 698999 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:31,284 : INFO : EPOCH 6 - PROGRESS: at 72.75% examples, 699146 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:32,294 : INFO : EPOCH 6 - PROGRESS: at 73.10% examples, 699258 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:33,298 : INFO : EPOCH 6 - PROGRESS: at 73.46% examples, 699414 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:34,309 : INFO : EPOCH 6 - PROGRESS: at 73.83% examples, 699554 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:35,327 : INFO : EPOCH 6 - PROGRESS: at 74.22% examples, 699646 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:36,330 : INFO : EPOCH 6 - PROGRESS: at 74.58% examples, 699795 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:37,352 : INFO : EPOCH 6 - PROGRESS: at 74.92% examples, 699927 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:54:38,358 : INFO : EPOCH 6 - PROGRESS: at 75.30% examples, 700096 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:39,362 : INFO : EPOCH 6 - PROGRESS: at 75.65% examples, 700207 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:40,368 : INFO : EPOCH 6 - PROGRESS: at 76.01% examples, 700302 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:41,376 : INFO : EPOCH 6 - PROGRESS: at 76.34% examples, 700429 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:42,380 : INFO : EPOCH 6 - PROGRESS: at 76.67% examples, 700590 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:43,381 : INFO : EPOCH 6 - PROGRESS: at 77.02% examples, 700687 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:54:44,388 : INFO : EPOCH 6 - PROGRESS: at 77.38% examples, 700818 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:45,392 : INFO : EPOCH 6 - PROGRESS: at 77.74% examples, 700911 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:46,398 : INFO : EPOCH 6 - PROGRESS: at 78.11% examples, 700978 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:47,406 : INFO : EPOCH 6 - PROGRESS: at 78.42% examples, 700949 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:48,426 : INFO : EPOCH 6 - PROGRESS: at 78.72% examples, 700709 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:49,446 : INFO : EPOCH 6 - PROGRESS: at 79.08% examples, 700515 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:50,447 : INFO : EPOCH 6 - PROGRESS: at 79.41% examples, 700337 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:51,464 : INFO : EPOCH 6 - PROGRESS: at 79.72% examples, 700160 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:52,467 : INFO : EPOCH 6 - PROGRESS: at 80.06% examples, 699959 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:53,478 : INFO : EPOCH 6 - PROGRESS: at 80.37% examples, 699828 words/s, in_qsize 7, out_qsize 1
2020-07-24 08:54:54,483 : INFO : EPOCH 6 - PROGRESS: at 80.68% examples, 699662 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:55,499 : INFO : EPOCH 6 - PROGRESS: at 81.01% examples, 699467 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:56,502 : INFO : EPOCH 6 - PROGRESS: at 81.33% examples, 699367 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:57,515 : INFO : EPOCH 6 - PROGRESS: at 81.65% examples, 699206 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:58,522 : INFO : EPOCH 6 - PROGRESS: at 81.97% examples, 699080 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:54:59,529 : INFO : EPOCH 6 - PROGRESS: at 82.28% examples, 698936 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:00,539 : INFO : EPOCH 6 - PROGRESS: at 82.57% examples, 698747 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:55:01,540 : INFO : EPOCH 6 - PROGRESS: at 82.92% examples, 698565 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:02,544 : INFO : EPOCH 6 - PROGRESS: at 83.21% examples, 698482 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:03,544 : INFO : EPOCH 6 - PROGRESS: at 83.53% examples, 698313 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:04,567 : INFO : EPOCH 6 - PROGRESS: at 83.83% examples, 698137 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:05,583 : INFO : EPOCH 6 - PROGRESS: at 84.17% examples, 697953 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:06,586 : INFO : EPOCH 6 - PROGRESS: at 84.51% examples, 697795 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:07,591 : INFO : EPOCH 6 - PROGRESS: at 84.84% examples, 697599 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:08,604 : INFO : EPOCH 6 - PROGRESS: at 85.17% examples, 697477 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:09,608 : INFO : EPOCH 6 - PROGRESS: at 85.48% examples, 697361 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:10,612 : INFO : EPOCH 6 - PROGRESS: at 85.81% examples, 697165 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:11,621 : INFO : EPOCH 6 - PROGRESS: at 86.14% examples, 697042 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:12,622 : INFO : EPOCH 6 - PROGRESS: at 86.44% examples, 696887 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:13,626 : INFO : EPOCH 6 - PROGRESS: at 86.75% examples, 696766 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:14,641 : INFO : EPOCH 6 - PROGRESS: at 87.09% examples, 696623 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:15,657 : INFO : EPOCH 6 - PROGRESS: at 87.41% examples, 696459 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:16,663 : INFO : EPOCH 6 - PROGRESS: at 87.74% examples, 696337 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:17,667 : INFO : EPOCH 6 - PROGRESS: at 88.06% examples, 696200 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:18,670 : INFO : EPOCH 6 - PROGRESS: at 88.38% examples, 696109 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:19,671 : INFO : EPOCH 6 - PROGRESS: at 88.72% examples, 695974 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:20,672 : INFO : EPOCH 6 - PROGRESS: at 89.03% examples, 695855 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:21,672 : INFO : EPOCH 6 - PROGRESS: at 89.34% examples, 695763 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:22,674 : INFO : EPOCH 6 - PROGRESS: at 89.68% examples, 695570 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:23,675 : INFO : EPOCH 6 - PROGRESS: at 90.03% examples, 695466 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:24,680 : INFO : EPOCH 6 - PROGRESS: at 90.36% examples, 695307 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:55:25,684 : INFO : EPOCH 6 - PROGRESS: at 90.69% examples, 695218 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:26,689 : INFO : EPOCH 6 - PROGRESS: at 91.03% examples, 695050 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:27,696 : INFO : EPOCH 6 - PROGRESS: at 91.37% examples, 694896 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:28,697 : INFO : EPOCH 6 - PROGRESS: at 91.68% examples, 694749 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:29,700 : INFO : EPOCH 6 - PROGRESS: at 92.02% examples, 694644 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:55:30,704 : INFO : EPOCH 6 - PROGRESS: at 92.34% examples, 694547 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:31,710 : INFO : EPOCH 6 - PROGRESS: at 92.64% examples, 694452 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:55:32,718 : INFO : EPOCH 6 - PROGRESS: at 92.95% examples, 694311 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:55:33,724 : INFO : EPOCH 6 - PROGRESS: at 93.27% examples, 694170 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:34,748 : INFO : EPOCH 6 - PROGRESS: at 93.61% examples, 694042 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:55:35,756 : INFO : EPOCH 6 - PROGRESS: at 93.93% examples, 693937 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:36,766 : INFO : EPOCH 6 - PROGRESS: at 94.26% examples, 693807 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:37,768 : INFO : EPOCH 6 - PROGRESS: at 94.58% examples, 693663 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:38,789 : INFO : EPOCH 6 - PROGRESS: at 94.88% examples, 693479 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:39,797 : INFO : EPOCH 6 - PROGRESS: at 95.17% examples, 693318 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:40,803 : INFO : EPOCH 6 - PROGRESS: at 95.47% examples, 693075 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:55:41,821 : INFO : EPOCH 6 - PROGRESS: at 95.80% examples, 692814 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:42,827 : INFO : EPOCH 6 - PROGRESS: at 96.08% examples, 692384 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:43,842 : INFO : EPOCH 6 - PROGRESS: at 96.41% examples, 692358 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:44,849 : INFO : EPOCH 6 - PROGRESS: at 96.75% examples, 692509 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:45,858 : INFO : EPOCH 6 - PROGRESS: at 97.09% examples, 692637 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:46,862 : INFO : EPOCH 6 - PROGRESS: at 97.48% examples, 692778 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:47,865 : INFO : EPOCH 6 - PROGRESS: at 97.84% examples, 692889 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:55:48,873 : INFO : EPOCH 6 - PROGRESS: at 98.22% examples, 693001 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:55:49,876 : INFO : EPOCH 6 - PROGRESS: at 98.62% examples, 693118 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:50,887 : INFO : EPOCH 6 - PROGRESS: at 98.98% examples, 693246 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:51,891 : INFO : EPOCH 6 - PROGRESS: at 99.32% examples, 693352 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:52,898 : INFO : EPOCH 6 - PROGRESS: at 99.68% examples, 693501 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:55:53,809 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 08:55:53,819 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 08:55:53,830 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 08:55:53,836 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 08:55:53,837 : INFO : EPOCH - 6 : training on 265946082 raw words (206825996 effective words) took 298.2s, 693643 effective words/s
2020-07-24 08:55:54,846 : INFO : EPOCH 7 - PROGRESS: at 0.33% examples, 711548 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:55:55,858 : INFO : EPOCH 7 - PROGRESS: at 0.71% examples, 712782 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:56,888 : INFO : EPOCH 7 - PROGRESS: at 1.08% examples, 716777 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:57,898 : INFO : EPOCH 7 - PROGRESS: at 1.47% examples, 719522 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:55:58,903 : INFO : EPOCH 7 - PROGRESS: at 1.83% examples, 720765 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:55:59,905 : INFO : EPOCH 7 - PROGRESS: at 2.17% examples, 722930 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:00,917 : INFO : EPOCH 7 - PROGRESS: at 2.52% examples, 721639 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:01,926 : INFO : EPOCH 7 - PROGRESS: at 2.89% examples, 721509 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:02,930 : INFO : EPOCH 7 - PROGRESS: at 3.22% examples, 723338 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:03,939 : INFO : EPOCH 7 - PROGRESS: at 3.56% examples, 723718 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:04,940 : INFO : EPOCH 7 - PROGRESS: at 3.89% examples, 725220 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:05,946 : INFO : EPOCH 7 - PROGRESS: at 4.24% examples, 725720 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:06,952 : INFO : EPOCH 7 - PROGRESS: at 4.59% examples, 726480 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:07,958 : INFO : EPOCH 7 - PROGRESS: at 4.92% examples, 726901 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:08,969 : INFO : EPOCH 7 - PROGRESS: at 5.30% examples, 726573 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:09,971 : INFO : EPOCH 7 - PROGRESS: at 5.66% examples, 726691 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:10,971 : INFO : EPOCH 7 - PROGRESS: at 6.00% examples, 727200 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:11,977 : INFO : EPOCH 7 - PROGRESS: at 6.35% examples, 727304 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:12,978 : INFO : EPOCH 7 - PROGRESS: at 6.72% examples, 727088 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:14,009 : INFO : EPOCH 7 - PROGRESS: at 7.09% examples, 726358 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:15,011 : INFO : EPOCH 7 - PROGRESS: at 7.43% examples, 726602 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:16,024 : INFO : EPOCH 7 - PROGRESS: at 7.78% examples, 726472 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:17,029 : INFO : EPOCH 7 - PROGRESS: at 8.12% examples, 726825 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:18,033 : INFO : EPOCH 7 - PROGRESS: at 8.47% examples, 726986 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:19,045 : INFO : EPOCH 7 - PROGRESS: at 8.80% examples, 727272 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:56:20,051 : INFO : EPOCH 7 - PROGRESS: at 9.16% examples, 727128 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:21,051 : INFO : EPOCH 7 - PROGRESS: at 9.51% examples, 727462 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:22,066 : INFO : EPOCH 7 - PROGRESS: at 9.86% examples, 727557 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:23,080 : INFO : EPOCH 7 - PROGRESS: at 10.22% examples, 727407 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:24,095 : INFO : EPOCH 7 - PROGRESS: at 10.55% examples, 727583 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:25,098 : INFO : EPOCH 7 - PROGRESS: at 10.89% examples, 727902 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:26,099 : INFO : EPOCH 7 - PROGRESS: at 11.26% examples, 727821 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:27,120 : INFO : EPOCH 7 - PROGRESS: at 11.62% examples, 727456 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:28,141 : INFO : EPOCH 7 - PROGRESS: at 11.98% examples, 727229 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:29,145 : INFO : EPOCH 7 - PROGRESS: at 12.33% examples, 727270 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:30,150 : INFO : EPOCH 7 - PROGRESS: at 12.68% examples, 727467 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:31,154 : INFO : EPOCH 7 - PROGRESS: at 13.03% examples, 727513 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:32,176 : INFO : EPOCH 7 - PROGRESS: at 13.39% examples, 727811 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:33,180 : INFO : EPOCH 7 - PROGRESS: at 13.75% examples, 727866 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:34,190 : INFO : EPOCH 7 - PROGRESS: at 14.12% examples, 727588 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:35,198 : INFO : EPOCH 7 - PROGRESS: at 14.45% examples, 727569 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:36,202 : INFO : EPOCH 7 - PROGRESS: at 14.79% examples, 727548 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:37,204 : INFO : EPOCH 7 - PROGRESS: at 15.13% examples, 727474 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:38,206 : INFO : EPOCH 7 - PROGRESS: at 15.48% examples, 727383 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:39,207 : INFO : EPOCH 7 - PROGRESS: at 15.81% examples, 727356 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:40,208 : INFO : EPOCH 7 - PROGRESS: at 16.17% examples, 727374 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:41,217 : INFO : EPOCH 7 - PROGRESS: at 16.53% examples, 727335 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:56:42,220 : INFO : EPOCH 7 - PROGRESS: at 16.88% examples, 727385 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:43,227 : INFO : EPOCH 7 - PROGRESS: at 17.23% examples, 727198 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:56:44,228 : INFO : EPOCH 7 - PROGRESS: at 17.59% examples, 727262 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:45,233 : INFO : EPOCH 7 - PROGRESS: at 17.95% examples, 727112 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:46,242 : INFO : EPOCH 7 - PROGRESS: at 18.30% examples, 726992 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:47,252 : INFO : EPOCH 7 - PROGRESS: at 18.67% examples, 726850 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:48,264 : INFO : EPOCH 7 - PROGRESS: at 19.03% examples, 727155 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:49,274 : INFO : EPOCH 7 - PROGRESS: at 19.39% examples, 727041 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:50,281 : INFO : EPOCH 7 - PROGRESS: at 19.75% examples, 727184 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:51,293 : INFO : EPOCH 7 - PROGRESS: at 20.10% examples, 727291 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:52,300 : INFO : EPOCH 7 - PROGRESS: at 20.47% examples, 727272 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:53,302 : INFO : EPOCH 7 - PROGRESS: at 20.79% examples, 727342 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:54,315 : INFO : EPOCH 7 - PROGRESS: at 21.15% examples, 727144 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:55,316 : INFO : EPOCH 7 - PROGRESS: at 21.48% examples, 727328 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:56,326 : INFO : EPOCH 7 - PROGRESS: at 21.81% examples, 727505 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:57,329 : INFO : EPOCH 7 - PROGRESS: at 22.17% examples, 727663 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:58,329 : INFO : EPOCH 7 - PROGRESS: at 22.53% examples, 727775 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:56:59,331 : INFO : EPOCH 7 - PROGRESS: at 22.85% examples, 727713 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:00,331 : INFO : EPOCH 7 - PROGRESS: at 23.21% examples, 727818 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:01,341 : INFO : EPOCH 7 - PROGRESS: at 23.58% examples, 727619 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:02,342 : INFO : EPOCH 7 - PROGRESS: at 23.94% examples, 727765 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:57:03,369 : INFO : EPOCH 7 - PROGRESS: at 24.29% examples, 727794 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:04,372 : INFO : EPOCH 7 - PROGRESS: at 24.63% examples, 727882 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:05,383 : INFO : EPOCH 7 - PROGRESS: at 24.96% examples, 727880 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:06,389 : INFO : EPOCH 7 - PROGRESS: at 25.32% examples, 727953 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:07,400 : INFO : EPOCH 7 - PROGRESS: at 25.70% examples, 727979 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:08,400 : INFO : EPOCH 7 - PROGRESS: at 26.05% examples, 728018 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:09,402 : INFO : EPOCH 7 - PROGRESS: at 26.41% examples, 727993 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:10,411 : INFO : EPOCH 7 - PROGRESS: at 26.77% examples, 727919 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:57:11,417 : INFO : EPOCH 7 - PROGRESS: at 27.14% examples, 727991 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:57:12,419 : INFO : EPOCH 7 - PROGRESS: at 27.48% examples, 727972 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:13,428 : INFO : EPOCH 7 - PROGRESS: at 27.86% examples, 727842 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:14,430 : INFO : EPOCH 7 - PROGRESS: at 28.21% examples, 727876 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:15,443 : INFO : EPOCH 7 - PROGRESS: at 28.56% examples, 727911 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:16,447 : INFO : EPOCH 7 - PROGRESS: at 28.92% examples, 728042 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:17,449 : INFO : EPOCH 7 - PROGRESS: at 29.30% examples, 728016 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:18,453 : INFO : EPOCH 7 - PROGRESS: at 29.68% examples, 728040 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:19,459 : INFO : EPOCH 7 - PROGRESS: at 30.03% examples, 727916 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:20,463 : INFO : EPOCH 7 - PROGRESS: at 30.36% examples, 727846 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:21,466 : INFO : EPOCH 7 - PROGRESS: at 30.71% examples, 728012 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:22,472 : INFO : EPOCH 7 - PROGRESS: at 31.07% examples, 727912 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:23,481 : INFO : EPOCH 7 - PROGRESS: at 31.44% examples, 727954 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:24,491 : INFO : EPOCH 7 - PROGRESS: at 31.80% examples, 727935 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:25,491 : INFO : EPOCH 7 - PROGRESS: at 32.15% examples, 727977 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:26,494 : INFO : EPOCH 7 - PROGRESS: at 32.50% examples, 727950 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:27,501 : INFO : EPOCH 7 - PROGRESS: at 32.84% examples, 728001 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:28,514 : INFO : EPOCH 7 - PROGRESS: at 33.20% examples, 727960 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:29,519 : INFO : EPOCH 7 - PROGRESS: at 33.56% examples, 727969 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:57:30,521 : INFO : EPOCH 7 - PROGRESS: at 33.93% examples, 727972 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:31,524 : INFO : EPOCH 7 - PROGRESS: at 34.28% examples, 728030 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:32,526 : INFO : EPOCH 7 - PROGRESS: at 34.62% examples, 728115 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:33,528 : INFO : EPOCH 7 - PROGRESS: at 34.98% examples, 728044 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:57:34,535 : INFO : EPOCH 7 - PROGRESS: at 35.34% examples, 728026 words/s, in_qsize 6, out_qsize 1
2020-07-24 08:57:35,542 : INFO : EPOCH 7 - PROGRESS: at 35.70% examples, 728140 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:36,563 : INFO : EPOCH 7 - PROGRESS: at 36.07% examples, 728054 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:37,577 : INFO : EPOCH 7 - PROGRESS: at 36.44% examples, 728067 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:38,586 : INFO : EPOCH 7 - PROGRESS: at 36.79% examples, 728049 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:39,589 : INFO : EPOCH 7 - PROGRESS: at 37.12% examples, 728152 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:40,591 : INFO : EPOCH 7 - PROGRESS: at 37.48% examples, 728084 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:41,591 : INFO : EPOCH 7 - PROGRESS: at 37.83% examples, 728054 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:42,607 : INFO : EPOCH 7 - PROGRESS: at 38.21% examples, 727909 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:43,610 : INFO : EPOCH 7 - PROGRESS: at 38.55% examples, 728023 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:44,618 : INFO : EPOCH 7 - PROGRESS: at 38.89% examples, 728007 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:45,623 : INFO : EPOCH 7 - PROGRESS: at 39.26% examples, 727994 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:46,634 : INFO : EPOCH 7 - PROGRESS: at 39.63% examples, 727949 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:47,636 : INFO : EPOCH 7 - PROGRESS: at 39.96% examples, 727995 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:48,636 : INFO : EPOCH 7 - PROGRESS: at 40.31% examples, 727990 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:49,640 : INFO : EPOCH 7 - PROGRESS: at 40.66% examples, 727987 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:50,649 : INFO : EPOCH 7 - PROGRESS: at 41.03% examples, 727973 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:51,650 : INFO : EPOCH 7 - PROGRESS: at 41.38% examples, 728053 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:52,651 : INFO : EPOCH 7 - PROGRESS: at 41.73% examples, 728022 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:53,656 : INFO : EPOCH 7 - PROGRESS: at 42.07% examples, 728091 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:54,657 : INFO : EPOCH 7 - PROGRESS: at 42.40% examples, 728092 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:55,660 : INFO : EPOCH 7 - PROGRESS: at 42.77% examples, 728034 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:56,675 : INFO : EPOCH 7 - PROGRESS: at 43.12% examples, 727990 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:57,677 : INFO : EPOCH 7 - PROGRESS: at 43.48% examples, 728025 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:57:58,680 : INFO : EPOCH 7 - PROGRESS: at 43.83% examples, 727992 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:57:59,694 : INFO : EPOCH 7 - PROGRESS: at 44.20% examples, 728019 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:00,695 : INFO : EPOCH 7 - PROGRESS: at 44.55% examples, 727998 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:01,700 : INFO : EPOCH 7 - PROGRESS: at 44.88% examples, 728054 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:02,705 : INFO : EPOCH 7 - PROGRESS: at 45.22% examples, 728038 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:03,706 : INFO : EPOCH 7 - PROGRESS: at 45.55% examples, 727975 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:04,721 : INFO : EPOCH 7 - PROGRESS: at 45.91% examples, 727964 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:05,739 : INFO : EPOCH 7 - PROGRESS: at 46.29% examples, 727870 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:06,750 : INFO : EPOCH 7 - PROGRESS: at 46.66% examples, 727931 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:07,751 : INFO : EPOCH 7 - PROGRESS: at 47.01% examples, 727951 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:08,758 : INFO : EPOCH 7 - PROGRESS: at 47.38% examples, 727989 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:09,758 : INFO : EPOCH 7 - PROGRESS: at 47.75% examples, 727948 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:10,759 : INFO : EPOCH 7 - PROGRESS: at 48.09% examples, 728081 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:11,765 : INFO : EPOCH 7 - PROGRESS: at 48.44% examples, 727996 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:12,767 : INFO : EPOCH 7 - PROGRESS: at 48.81% examples, 727964 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:13,775 : INFO : EPOCH 7 - PROGRESS: at 49.18% examples, 727913 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:14,776 : INFO : EPOCH 7 - PROGRESS: at 49.56% examples, 727927 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:15,784 : INFO : EPOCH 7 - PROGRESS: at 49.89% examples, 727941 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:16,800 : INFO : EPOCH 7 - PROGRESS: at 50.24% examples, 728008 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:17,802 : INFO : EPOCH 7 - PROGRESS: at 50.64% examples, 727949 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:18,814 : INFO : EPOCH 7 - PROGRESS: at 50.97% examples, 727781 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:19,822 : INFO : EPOCH 7 - PROGRESS: at 51.30% examples, 727564 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:20,838 : INFO : EPOCH 7 - PROGRESS: at 51.65% examples, 727297 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:21,856 : INFO : EPOCH 7 - PROGRESS: at 51.98% examples, 727009 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:22,858 : INFO : EPOCH 7 - PROGRESS: at 52.26% examples, 726044 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:23,864 : INFO : EPOCH 7 - PROGRESS: at 52.61% examples, 725829 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:58:24,879 : INFO : EPOCH 7 - PROGRESS: at 52.97% examples, 725822 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:25,885 : INFO : EPOCH 7 - PROGRESS: at 53.32% examples, 725911 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:58:26,886 : INFO : EPOCH 7 - PROGRESS: at 53.65% examples, 726058 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:27,895 : INFO : EPOCH 7 - PROGRESS: at 53.99% examples, 726039 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:28,898 : INFO : EPOCH 7 - PROGRESS: at 54.34% examples, 726036 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:29,914 : INFO : EPOCH 7 - PROGRESS: at 54.73% examples, 726026 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:30,916 : INFO : EPOCH 7 - PROGRESS: at 55.06% examples, 726132 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:31,922 : INFO : EPOCH 7 - PROGRESS: at 55.40% examples, 726184 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:32,927 : INFO : EPOCH 7 - PROGRESS: at 55.73% examples, 726211 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:33,928 : INFO : EPOCH 7 - PROGRESS: at 56.08% examples, 726255 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:34,939 : INFO : EPOCH 7 - PROGRESS: at 56.43% examples, 726205 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:58:35,942 : INFO : EPOCH 7 - PROGRESS: at 56.77% examples, 726244 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:36,942 : INFO : EPOCH 7 - PROGRESS: at 57.12% examples, 726337 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:37,947 : INFO : EPOCH 7 - PROGRESS: at 57.50% examples, 726268 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:38,950 : INFO : EPOCH 7 - PROGRESS: at 57.83% examples, 726324 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:39,959 : INFO : EPOCH 7 - PROGRESS: at 58.16% examples, 726363 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:40,968 : INFO : EPOCH 7 - PROGRESS: at 58.53% examples, 726420 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:41,969 : INFO : EPOCH 7 - PROGRESS: at 58.88% examples, 726432 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:42,972 : INFO : EPOCH 7 - PROGRESS: at 59.25% examples, 726444 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:43,986 : INFO : EPOCH 7 - PROGRESS: at 59.60% examples, 726477 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:44,995 : INFO : EPOCH 7 - PROGRESS: at 59.97% examples, 726493 words/s, in_qsize 7, out_qsize 1
2020-07-24 08:58:45,997 : INFO : EPOCH 7 - PROGRESS: at 60.33% examples, 726514 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:47,012 : INFO : EPOCH 7 - PROGRESS: at 60.67% examples, 726543 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:58:48,017 : INFO : EPOCH 7 - PROGRESS: at 61.05% examples, 726552 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:49,033 : INFO : EPOCH 7 - PROGRESS: at 61.42% examples, 726480 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:50,041 : INFO : EPOCH 7 - PROGRESS: at 61.77% examples, 726495 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:58:51,044 : INFO : EPOCH 7 - PROGRESS: at 62.13% examples, 726541 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:52,047 : INFO : EPOCH 7 - PROGRESS: at 62.46% examples, 726559 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:53,052 : INFO : EPOCH 7 - PROGRESS: at 62.80% examples, 726551 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:54,055 : INFO : EPOCH 7 - PROGRESS: at 63.13% examples, 726468 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:55,061 : INFO : EPOCH 7 - PROGRESS: at 63.49% examples, 726541 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:56,075 : INFO : EPOCH 7 - PROGRESS: at 63.83% examples, 726563 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:57,077 : INFO : EPOCH 7 - PROGRESS: at 64.18% examples, 726601 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:58,089 : INFO : EPOCH 7 - PROGRESS: at 64.53% examples, 726619 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:58:59,090 : INFO : EPOCH 7 - PROGRESS: at 64.90% examples, 726618 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:59:00,108 : INFO : EPOCH 7 - PROGRESS: at 65.26% examples, 726592 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:01,114 : INFO : EPOCH 7 - PROGRESS: at 65.62% examples, 726619 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:02,123 : INFO : EPOCH 7 - PROGRESS: at 65.99% examples, 726663 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:03,132 : INFO : EPOCH 7 - PROGRESS: at 66.32% examples, 726690 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:04,138 : INFO : EPOCH 7 - PROGRESS: at 66.64% examples, 726752 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:05,144 : INFO : EPOCH 7 - PROGRESS: at 67.03% examples, 726735 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:06,167 : INFO : EPOCH 7 - PROGRESS: at 67.37% examples, 726755 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:07,179 : INFO : EPOCH 7 - PROGRESS: at 67.74% examples, 726755 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:08,184 : INFO : EPOCH 7 - PROGRESS: at 68.11% examples, 726768 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:09,186 : INFO : EPOCH 7 - PROGRESS: at 68.47% examples, 726784 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:10,193 : INFO : EPOCH 7 - PROGRESS: at 68.83% examples, 726775 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:11,195 : INFO : EPOCH 7 - PROGRESS: at 69.19% examples, 726790 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:12,205 : INFO : EPOCH 7 - PROGRESS: at 69.55% examples, 726718 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:59:13,213 : INFO : EPOCH 7 - PROGRESS: at 69.92% examples, 726738 words/s, in_qsize 7, out_qsize 1
2020-07-24 08:59:14,229 : INFO : EPOCH 7 - PROGRESS: at 70.27% examples, 726797 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:15,231 : INFO : EPOCH 7 - PROGRESS: at 70.60% examples, 726859 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:16,232 : INFO : EPOCH 7 - PROGRESS: at 70.96% examples, 726820 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:17,247 : INFO : EPOCH 7 - PROGRESS: at 71.32% examples, 726838 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:18,260 : INFO : EPOCH 7 - PROGRESS: at 71.69% examples, 726878 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:19,261 : INFO : EPOCH 7 - PROGRESS: at 72.04% examples, 726866 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:20,265 : INFO : EPOCH 7 - PROGRESS: at 72.40% examples, 726846 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:21,271 : INFO : EPOCH 7 - PROGRESS: at 72.76% examples, 726833 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:59:22,284 : INFO : EPOCH 7 - PROGRESS: at 73.11% examples, 726819 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:59:23,291 : INFO : EPOCH 7 - PROGRESS: at 73.47% examples, 726824 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:24,313 : INFO : EPOCH 7 - PROGRESS: at 73.84% examples, 726764 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:25,324 : INFO : EPOCH 7 - PROGRESS: at 74.23% examples, 726749 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:26,324 : INFO : EPOCH 7 - PROGRESS: at 74.58% examples, 726719 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:27,335 : INFO : EPOCH 7 - PROGRESS: at 74.92% examples, 726770 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:28,356 : INFO : EPOCH 7 - PROGRESS: at 75.30% examples, 726749 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:29,376 : INFO : EPOCH 7 - PROGRESS: at 75.65% examples, 726773 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:30,381 : INFO : EPOCH 7 - PROGRESS: at 76.02% examples, 726800 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:31,403 : INFO : EPOCH 7 - PROGRESS: at 76.36% examples, 726779 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:32,408 : INFO : EPOCH 7 - PROGRESS: at 76.69% examples, 726823 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:33,416 : INFO : EPOCH 7 - PROGRESS: at 77.03% examples, 726791 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:34,417 : INFO : EPOCH 7 - PROGRESS: at 77.40% examples, 726811 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:35,421 : INFO : EPOCH 7 - PROGRESS: at 77.76% examples, 726832 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:36,422 : INFO : EPOCH 7 - PROGRESS: at 78.12% examples, 726762 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:59:37,429 : INFO : EPOCH 7 - PROGRESS: at 78.44% examples, 726791 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:38,430 : INFO : EPOCH 7 - PROGRESS: at 78.79% examples, 726823 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:39,433 : INFO : EPOCH 7 - PROGRESS: at 79.18% examples, 726719 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:40,437 : INFO : EPOCH 7 - PROGRESS: at 79.53% examples, 726699 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:41,456 : INFO : EPOCH 7 - PROGRESS: at 79.88% examples, 726688 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:42,459 : INFO : EPOCH 7 - PROGRESS: at 80.24% examples, 726687 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:43,460 : INFO : EPOCH 7 - PROGRESS: at 80.58% examples, 726699 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:44,467 : INFO : EPOCH 7 - PROGRESS: at 80.95% examples, 726678 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:45,477 : INFO : EPOCH 7 - PROGRESS: at 81.29% examples, 726739 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:46,477 : INFO : EPOCH 7 - PROGRESS: at 81.64% examples, 726771 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:47,480 : INFO : EPOCH 7 - PROGRESS: at 81.99% examples, 726818 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:48,485 : INFO : EPOCH 7 - PROGRESS: at 82.33% examples, 726824 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:49,493 : INFO : EPOCH 7 - PROGRESS: at 82.67% examples, 726809 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:50,514 : INFO : EPOCH 7 - PROGRESS: at 83.03% examples, 726836 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:51,527 : INFO : EPOCH 7 - PROGRESS: at 83.37% examples, 726876 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:52,527 : INFO : EPOCH 7 - PROGRESS: at 83.71% examples, 726844 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:53,539 : INFO : EPOCH 7 - PROGRESS: at 84.07% examples, 726860 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:54,548 : INFO : EPOCH 7 - PROGRESS: at 84.45% examples, 726886 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:55,559 : INFO : EPOCH 7 - PROGRESS: at 84.82% examples, 726866 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:56,577 : INFO : EPOCH 7 - PROGRESS: at 85.17% examples, 726831 words/s, in_qsize 7, out_qsize 0
2020-07-24 08:59:57,585 : INFO : EPOCH 7 - PROGRESS: at 85.51% examples, 726837 words/s, in_qsize 8, out_qsize 0
2020-07-24 08:59:58,590 : INFO : EPOCH 7 - PROGRESS: at 85.89% examples, 726826 words/s, in_qsize 7, out_qsize 1
2020-07-24 08:59:59,592 : INFO : EPOCH 7 - PROGRESS: at 86.24% examples, 726824 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:00,598 : INFO : EPOCH 7 - PROGRESS: at 86.56% examples, 726855 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:01,598 : INFO : EPOCH 7 - PROGRESS: at 86.92% examples, 726854 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:02,606 : INFO : EPOCH 7 - PROGRESS: at 87.29% examples, 726826 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:03,608 : INFO : EPOCH 7 - PROGRESS: at 87.64% examples, 726839 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:04,626 : INFO : EPOCH 7 - PROGRESS: at 87.99% examples, 726816 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:05,636 : INFO : EPOCH 7 - PROGRESS: at 88.34% examples, 726813 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:06,637 : INFO : EPOCH 7 - PROGRESS: at 88.72% examples, 726817 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:07,638 : INFO : EPOCH 7 - PROGRESS: at 89.07% examples, 726837 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:08,655 : INFO : EPOCH 7 - PROGRESS: at 89.41% examples, 726833 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:09,657 : INFO : EPOCH 7 - PROGRESS: at 89.80% examples, 726803 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:10,682 : INFO : EPOCH 7 - PROGRESS: at 90.17% examples, 726802 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:11,688 : INFO : EPOCH 7 - PROGRESS: at 90.55% examples, 726789 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:12,696 : INFO : EPOCH 7 - PROGRESS: at 90.91% examples, 726810 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:13,702 : INFO : EPOCH 7 - PROGRESS: at 91.29% examples, 726803 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:14,706 : INFO : EPOCH 7 - PROGRESS: at 91.65% examples, 726826 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:15,707 : INFO : EPOCH 7 - PROGRESS: at 92.00% examples, 726768 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:16,709 : INFO : EPOCH 7 - PROGRESS: at 92.34% examples, 726786 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:17,717 : INFO : EPOCH 7 - PROGRESS: at 92.68% examples, 726774 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:18,719 : INFO : EPOCH 7 - PROGRESS: at 93.03% examples, 726765 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:19,731 : INFO : EPOCH 7 - PROGRESS: at 93.40% examples, 726764 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:20,739 : INFO : EPOCH 7 - PROGRESS: at 93.74% examples, 726799 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:21,751 : INFO : EPOCH 7 - PROGRESS: at 94.10% examples, 726787 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:22,756 : INFO : EPOCH 7 - PROGRESS: at 94.46% examples, 726804 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:23,768 : INFO : EPOCH 7 - PROGRESS: at 94.80% examples, 726675 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:24,773 : INFO : EPOCH 7 - PROGRESS: at 95.12% examples, 726757 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:25,780 : INFO : EPOCH 7 - PROGRESS: at 95.47% examples, 726721 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:26,780 : INFO : EPOCH 7 - PROGRESS: at 95.84% examples, 726710 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:27,786 : INFO : EPOCH 7 - PROGRESS: at 96.20% examples, 726733 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:28,790 : INFO : EPOCH 7 - PROGRESS: at 96.54% examples, 726734 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:29,800 : INFO : EPOCH 7 - PROGRESS: at 96.89% examples, 726779 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:30,805 : INFO : EPOCH 7 - PROGRESS: at 97.25% examples, 726755 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:31,809 : INFO : EPOCH 7 - PROGRESS: at 97.63% examples, 726750 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:00:32,823 : INFO : EPOCH 7 - PROGRESS: at 97.99% examples, 726756 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:33,833 : INFO : EPOCH 7 - PROGRESS: at 98.37% examples, 726752 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:34,848 : INFO : EPOCH 7 - PROGRESS: at 98.77% examples, 726737 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:35,852 : INFO : EPOCH 7 - PROGRESS: at 99.13% examples, 726770 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:36,857 : INFO : EPOCH 7 - PROGRESS: at 99.48% examples, 726783 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:00:37,864 : INFO : EPOCH 7 - PROGRESS: at 99.81% examples, 726775 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:38,365 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 09:00:38,379 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 09:00:38,384 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 09:00:38,391 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 09:00:38,392 : INFO : EPOCH - 7 : training on 265946082 raw words (206816874 effective words) took 284.6s, 726818 effective words/s
2020-07-24 09:00:39,408 : INFO : EPOCH 8 - PROGRESS: at 0.34% examples, 713210 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:00:40,415 : INFO : EPOCH 8 - PROGRESS: at 0.72% examples, 721747 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:41,420 : INFO : EPOCH 8 - PROGRESS: at 1.09% examples, 723906 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:00:42,429 : INFO : EPOCH 8 - PROGRESS: at 1.47% examples, 725297 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:43,434 : INFO : EPOCH 8 - PROGRESS: at 1.84% examples, 728215 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:44,446 : INFO : EPOCH 8 - PROGRESS: at 2.18% examples, 728864 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:45,450 : INFO : EPOCH 8 - PROGRESS: at 2.53% examples, 727868 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:46,455 : INFO : EPOCH 8 - PROGRESS: at 2.90% examples, 727304 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:47,471 : INFO : EPOCH 8 - PROGRESS: at 3.24% examples, 728653 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:48,475 : INFO : EPOCH 8 - PROGRESS: at 3.58% examples, 729185 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:49,475 : INFO : EPOCH 8 - PROGRESS: at 3.91% examples, 730355 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:00:50,493 : INFO : EPOCH 8 - PROGRESS: at 4.27% examples, 730361 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:51,504 : INFO : EPOCH 8 - PROGRESS: at 4.62% examples, 731030 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:00:52,505 : INFO : EPOCH 8 - PROGRESS: at 4.95% examples, 731162 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:53,505 : INFO : EPOCH 8 - PROGRESS: at 5.33% examples, 730114 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:54,508 : INFO : EPOCH 8 - PROGRESS: at 5.69% examples, 730500 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:55,508 : INFO : EPOCH 8 - PROGRESS: at 6.02% examples, 730688 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:56,524 : INFO : EPOCH 8 - PROGRESS: at 6.37% examples, 730443 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:57,535 : INFO : EPOCH 8 - PROGRESS: at 6.76% examples, 730753 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:58,537 : INFO : EPOCH 8 - PROGRESS: at 7.12% examples, 729950 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:00:59,541 : INFO : EPOCH 8 - PROGRESS: at 7.45% examples, 728282 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:01:00,555 : INFO : EPOCH 8 - PROGRESS: at 7.78% examples, 727134 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:01,556 : INFO : EPOCH 8 - PROGRESS: at 8.10% examples, 726150 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:02,583 : INFO : EPOCH 8 - PROGRESS: at 8.39% examples, 721202 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:03,588 : INFO : EPOCH 8 - PROGRESS: at 8.72% examples, 719111 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:04,601 : INFO : EPOCH 8 - PROGRESS: at 9.06% examples, 719434 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:05,601 : INFO : EPOCH 8 - PROGRESS: at 9.41% examples, 720409 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:06,606 : INFO : EPOCH 8 - PROGRESS: at 9.76% examples, 720353 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:07,615 : INFO : EPOCH 8 - PROGRESS: at 10.12% examples, 720766 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:08,625 : INFO : EPOCH 8 - PROGRESS: at 10.47% examples, 721558 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:09,634 : INFO : EPOCH 8 - PROGRESS: at 10.80% examples, 722201 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:10,645 : INFO : EPOCH 8 - PROGRESS: at 11.17% examples, 722615 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:11,663 : INFO : EPOCH 8 - PROGRESS: at 11.55% examples, 722770 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:12,664 : INFO : EPOCH 8 - PROGRESS: at 11.89% examples, 723199 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:13,668 : INFO : EPOCH 8 - PROGRESS: at 12.25% examples, 723328 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:14,674 : INFO : EPOCH 8 - PROGRESS: at 12.60% examples, 723653 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:15,691 : INFO : EPOCH 8 - PROGRESS: at 12.98% examples, 723660 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:16,702 : INFO : EPOCH 8 - PROGRESS: at 13.31% examples, 724399 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:17,705 : INFO : EPOCH 8 - PROGRESS: at 13.68% examples, 724567 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:01:18,710 : INFO : EPOCH 8 - PROGRESS: at 14.05% examples, 724393 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:19,715 : INFO : EPOCH 8 - PROGRESS: at 14.38% examples, 724637 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:01:20,717 : INFO : EPOCH 8 - PROGRESS: at 14.71% examples, 724769 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:21,725 : INFO : EPOCH 8 - PROGRESS: at 15.07% examples, 724620 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:01:22,737 : INFO : EPOCH 8 - PROGRESS: at 15.41% examples, 724821 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:23,741 : INFO : EPOCH 8 - PROGRESS: at 15.76% examples, 724986 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:24,743 : INFO : EPOCH 8 - PROGRESS: at 16.12% examples, 725335 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:01:25,754 : INFO : EPOCH 8 - PROGRESS: at 16.48% examples, 725551 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:26,769 : INFO : EPOCH 8 - PROGRESS: at 16.84% examples, 725353 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:27,770 : INFO : EPOCH 8 - PROGRESS: at 17.19% examples, 725469 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:28,776 : INFO : EPOCH 8 - PROGRESS: at 17.55% examples, 725488 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:29,785 : INFO : EPOCH 8 - PROGRESS: at 17.91% examples, 725722 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:30,790 : INFO : EPOCH 8 - PROGRESS: at 18.26% examples, 725740 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:31,806 : INFO : EPOCH 8 - PROGRESS: at 18.65% examples, 725659 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:32,810 : INFO : EPOCH 8 - PROGRESS: at 18.99% examples, 726094 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:33,824 : INFO : EPOCH 8 - PROGRESS: at 19.36% examples, 725946 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:34,835 : INFO : EPOCH 8 - PROGRESS: at 19.72% examples, 726004 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:35,847 : INFO : EPOCH 8 - PROGRESS: at 20.07% examples, 726135 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:36,852 : INFO : EPOCH 8 - PROGRESS: at 20.44% examples, 726091 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:01:37,852 : INFO : EPOCH 8 - PROGRESS: at 20.76% examples, 726343 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:38,856 : INFO : EPOCH 8 - PROGRESS: at 21.11% examples, 726270 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:39,861 : INFO : EPOCH 8 - PROGRESS: at 21.45% examples, 726650 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:01:40,863 : INFO : EPOCH 8 - PROGRESS: at 21.78% examples, 726847 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:41,864 : INFO : EPOCH 8 - PROGRESS: at 22.15% examples, 727054 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:42,867 : INFO : EPOCH 8 - PROGRESS: at 22.50% examples, 727068 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:01:43,871 : INFO : EPOCH 8 - PROGRESS: at 22.83% examples, 727187 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:44,879 : INFO : EPOCH 8 - PROGRESS: at 23.19% examples, 727393 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:45,880 : INFO : EPOCH 8 - PROGRESS: at 23.57% examples, 727305 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:46,892 : INFO : EPOCH 8 - PROGRESS: at 23.92% examples, 727368 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:47,909 : INFO : EPOCH 8 - PROGRESS: at 24.27% examples, 727525 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:48,918 : INFO : EPOCH 8 - PROGRESS: at 24.62% examples, 727742 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:49,933 : INFO : EPOCH 8 - PROGRESS: at 24.96% examples, 727921 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:50,941 : INFO : EPOCH 8 - PROGRESS: at 25.32% examples, 727969 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:01:51,960 : INFO : EPOCH 8 - PROGRESS: at 25.71% examples, 728007 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:52,967 : INFO : EPOCH 8 - PROGRESS: at 26.06% examples, 728094 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:53,969 : INFO : EPOCH 8 - PROGRESS: at 26.42% examples, 728282 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:01:54,970 : INFO : EPOCH 8 - PROGRESS: at 26.79% examples, 728261 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:55,974 : INFO : EPOCH 8 - PROGRESS: at 27.15% examples, 728351 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:56,977 : INFO : EPOCH 8 - PROGRESS: at 27.50% examples, 728494 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:57,984 : INFO : EPOCH 8 - PROGRESS: at 27.89% examples, 728471 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:01:59,000 : INFO : EPOCH 8 - PROGRESS: at 28.23% examples, 728481 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:00,024 : INFO : EPOCH 8 - PROGRESS: at 28.59% examples, 728487 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:01,034 : INFO : EPOCH 8 - PROGRESS: at 28.96% examples, 728683 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:02:02,038 : INFO : EPOCH 8 - PROGRESS: at 29.34% examples, 728665 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:03,043 : INFO : EPOCH 8 - PROGRESS: at 29.71% examples, 728538 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:04,056 : INFO : EPOCH 8 - PROGRESS: at 30.08% examples, 728606 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:05,063 : INFO : EPOCH 8 - PROGRESS: at 30.41% examples, 728730 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:06,064 : INFO : EPOCH 8 - PROGRESS: at 30.74% examples, 728690 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:07,066 : INFO : EPOCH 8 - PROGRESS: at 31.12% examples, 728685 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:08,081 : INFO : EPOCH 8 - PROGRESS: at 31.49% examples, 728754 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:09,085 : INFO : EPOCH 8 - PROGRESS: at 31.86% examples, 728803 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:10,090 : INFO : EPOCH 8 - PROGRESS: at 32.20% examples, 728820 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:11,092 : INFO : EPOCH 8 - PROGRESS: at 32.55% examples, 729003 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:12,104 : INFO : EPOCH 8 - PROGRESS: at 32.90% examples, 729015 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:13,110 : INFO : EPOCH 8 - PROGRESS: at 33.26% examples, 729022 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:14,121 : INFO : EPOCH 8 - PROGRESS: at 33.64% examples, 729045 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:15,129 : INFO : EPOCH 8 - PROGRESS: at 34.00% examples, 729003 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:16,142 : INFO : EPOCH 8 - PROGRESS: at 34.34% examples, 729083 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:17,145 : INFO : EPOCH 8 - PROGRESS: at 34.70% examples, 729150 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:18,150 : INFO : EPOCH 8 - PROGRESS: at 35.08% examples, 729285 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:19,157 : INFO : EPOCH 8 - PROGRESS: at 35.43% examples, 729394 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:02:20,163 : INFO : EPOCH 8 - PROGRESS: at 35.79% examples, 729402 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:21,171 : INFO : EPOCH 8 - PROGRESS: at 36.16% examples, 729417 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:02:22,173 : INFO : EPOCH 8 - PROGRESS: at 36.53% examples, 729449 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:23,179 : INFO : EPOCH 8 - PROGRESS: at 36.88% examples, 729471 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:24,182 : INFO : EPOCH 8 - PROGRESS: at 37.21% examples, 729506 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:25,198 : INFO : EPOCH 8 - PROGRESS: at 37.59% examples, 729505 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:26,200 : INFO : EPOCH 8 - PROGRESS: at 37.93% examples, 729457 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:27,217 : INFO : EPOCH 8 - PROGRESS: at 38.29% examples, 729450 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:28,218 : INFO : EPOCH 8 - PROGRESS: at 38.65% examples, 729546 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:29,233 : INFO : EPOCH 8 - PROGRESS: at 39.00% examples, 729627 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:30,239 : INFO : EPOCH 8 - PROGRESS: at 39.39% examples, 729556 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:31,250 : INFO : EPOCH 8 - PROGRESS: at 39.73% examples, 729627 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:32,259 : INFO : EPOCH 8 - PROGRESS: at 40.09% examples, 729704 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:33,259 : INFO : EPOCH 8 - PROGRESS: at 40.43% examples, 729792 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:34,264 : INFO : EPOCH 8 - PROGRESS: at 40.79% examples, 729763 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:35,266 : INFO : EPOCH 8 - PROGRESS: at 41.15% examples, 729787 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:36,268 : INFO : EPOCH 8 - PROGRESS: at 41.50% examples, 729900 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:37,280 : INFO : EPOCH 8 - PROGRESS: at 41.85% examples, 729842 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:38,296 : INFO : EPOCH 8 - PROGRESS: at 42.20% examples, 729913 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:39,298 : INFO : EPOCH 8 - PROGRESS: at 42.55% examples, 729845 words/s, in_qsize 8, out_qsize 1
2020-07-24 09:02:40,310 : INFO : EPOCH 8 - PROGRESS: at 42.89% examples, 729836 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:41,317 : INFO : EPOCH 8 - PROGRESS: at 43.27% examples, 729913 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:42,318 : INFO : EPOCH 8 - PROGRESS: at 43.63% examples, 729925 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:43,318 : INFO : EPOCH 8 - PROGRESS: at 43.98% examples, 729957 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:44,332 : INFO : EPOCH 8 - PROGRESS: at 44.35% examples, 729994 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:45,339 : INFO : EPOCH 8 - PROGRESS: at 44.69% examples, 730005 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:46,342 : INFO : EPOCH 8 - PROGRESS: at 45.01% examples, 730074 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:47,351 : INFO : EPOCH 8 - PROGRESS: at 45.38% examples, 730101 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:02:48,358 : INFO : EPOCH 8 - PROGRESS: at 45.73% examples, 730167 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:49,369 : INFO : EPOCH 8 - PROGRESS: at 46.09% examples, 730126 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:50,384 : INFO : EPOCH 8 - PROGRESS: at 46.46% examples, 730108 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:51,391 : INFO : EPOCH 8 - PROGRESS: at 46.83% examples, 730105 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:52,402 : INFO : EPOCH 8 - PROGRESS: at 47.20% examples, 730149 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:53,424 : INFO : EPOCH 8 - PROGRESS: at 47.57% examples, 730180 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:02:54,428 : INFO : EPOCH 8 - PROGRESS: at 47.94% examples, 730246 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:55,432 : INFO : EPOCH 8 - PROGRESS: at 48.28% examples, 730259 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:02:56,441 : INFO : EPOCH 8 - PROGRESS: at 48.65% examples, 730366 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:57,441 : INFO : EPOCH 8 - PROGRESS: at 49.01% examples, 730310 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:58,445 : INFO : EPOCH 8 - PROGRESS: at 49.40% examples, 730252 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:02:59,445 : INFO : EPOCH 8 - PROGRESS: at 49.74% examples, 730250 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:00,446 : INFO : EPOCH 8 - PROGRESS: at 50.10% examples, 730299 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:01,463 : INFO : EPOCH 8 - PROGRESS: at 50.47% examples, 730190 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:02,470 : INFO : EPOCH 8 - PROGRESS: at 50.82% examples, 730177 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:03,471 : INFO : EPOCH 8 - PROGRESS: at 51.17% examples, 730266 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:04,484 : INFO : EPOCH 8 - PROGRESS: at 51.54% examples, 730215 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:03:05,490 : INFO : EPOCH 8 - PROGRESS: at 51.89% examples, 730226 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:06,496 : INFO : EPOCH 8 - PROGRESS: at 52.24% examples, 730214 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:07,497 : INFO : EPOCH 8 - PROGRESS: at 52.60% examples, 730287 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:03:08,523 : INFO : EPOCH 8 - PROGRESS: at 52.97% examples, 730250 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:09,538 : INFO : EPOCH 8 - PROGRESS: at 53.32% examples, 730372 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:10,542 : INFO : EPOCH 8 - PROGRESS: at 53.66% examples, 730411 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:11,550 : INFO : EPOCH 8 - PROGRESS: at 54.00% examples, 730482 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:12,554 : INFO : EPOCH 8 - PROGRESS: at 54.36% examples, 730504 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:13,569 : INFO : EPOCH 8 - PROGRESS: at 54.74% examples, 730483 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:14,574 : INFO : EPOCH 8 - PROGRESS: at 55.07% examples, 730427 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:15,591 : INFO : EPOCH 8 - PROGRESS: at 55.41% examples, 730473 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:16,601 : INFO : EPOCH 8 - PROGRESS: at 55.75% examples, 730522 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:17,605 : INFO : EPOCH 8 - PROGRESS: at 56.11% examples, 730636 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:03:18,607 : INFO : EPOCH 8 - PROGRESS: at 56.46% examples, 730596 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:19,615 : INFO : EPOCH 8 - PROGRESS: at 56.80% examples, 730629 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:20,624 : INFO : EPOCH 8 - PROGRESS: at 57.15% examples, 730662 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:21,626 : INFO : EPOCH 8 - PROGRESS: at 57.52% examples, 730603 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:22,627 : INFO : EPOCH 8 - PROGRESS: at 57.86% examples, 730677 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:23,631 : INFO : EPOCH 8 - PROGRESS: at 58.20% examples, 730731 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:24,641 : INFO : EPOCH 8 - PROGRESS: at 58.57% examples, 730625 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:25,641 : INFO : EPOCH 8 - PROGRESS: at 58.92% examples, 730712 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:26,642 : INFO : EPOCH 8 - PROGRESS: at 59.27% examples, 730725 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:27,646 : INFO : EPOCH 8 - PROGRESS: at 59.63% examples, 730791 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:28,647 : INFO : EPOCH 8 - PROGRESS: at 60.00% examples, 730799 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:29,666 : INFO : EPOCH 8 - PROGRESS: at 60.37% examples, 730794 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:30,669 : INFO : EPOCH 8 - PROGRESS: at 60.71% examples, 730794 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:31,688 : INFO : EPOCH 8 - PROGRESS: at 61.09% examples, 730731 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:32,690 : INFO : EPOCH 8 - PROGRESS: at 61.46% examples, 730815 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:03:33,692 : INFO : EPOCH 8 - PROGRESS: at 61.81% examples, 730763 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:34,704 : INFO : EPOCH 8 - PROGRESS: at 62.17% examples, 730813 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:35,713 : INFO : EPOCH 8 - PROGRESS: at 62.51% examples, 730813 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:36,725 : INFO : EPOCH 8 - PROGRESS: at 62.85% examples, 730765 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:37,725 : INFO : EPOCH 8 - PROGRESS: at 63.18% examples, 730746 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:38,727 : INFO : EPOCH 8 - PROGRESS: at 63.53% examples, 730685 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:39,729 : INFO : EPOCH 8 - PROGRESS: at 63.86% examples, 730518 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:40,747 : INFO : EPOCH 8 - PROGRESS: at 64.19% examples, 730326 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:41,751 : INFO : EPOCH 8 - PROGRESS: at 64.51% examples, 729891 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:42,754 : INFO : EPOCH 8 - PROGRESS: at 64.79% examples, 728893 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:43,759 : INFO : EPOCH 8 - PROGRESS: at 65.12% examples, 728626 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:44,762 : INFO : EPOCH 8 - PROGRESS: at 65.47% examples, 728610 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:45,764 : INFO : EPOCH 8 - PROGRESS: at 65.84% examples, 728645 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:46,785 : INFO : EPOCH 8 - PROGRESS: at 66.20% examples, 728609 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:47,789 : INFO : EPOCH 8 - PROGRESS: at 66.51% examples, 728737 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:48,794 : INFO : EPOCH 8 - PROGRESS: at 66.89% examples, 728720 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:49,801 : INFO : EPOCH 8 - PROGRESS: at 67.25% examples, 728783 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:03:50,809 : INFO : EPOCH 8 - PROGRESS: at 67.59% examples, 728780 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:51,811 : INFO : EPOCH 8 - PROGRESS: at 67.97% examples, 728768 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:52,827 : INFO : EPOCH 8 - PROGRESS: at 68.33% examples, 728765 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:53,838 : INFO : EPOCH 8 - PROGRESS: at 68.68% examples, 728764 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:54,851 : INFO : EPOCH 8 - PROGRESS: at 69.05% examples, 728737 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:55,854 : INFO : EPOCH 8 - PROGRESS: at 69.42% examples, 728749 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:56,866 : INFO : EPOCH 8 - PROGRESS: at 69.79% examples, 728735 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:57,875 : INFO : EPOCH 8 - PROGRESS: at 70.14% examples, 728774 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:58,875 : INFO : EPOCH 8 - PROGRESS: at 70.48% examples, 728827 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:03:59,884 : INFO : EPOCH 8 - PROGRESS: at 70.83% examples, 728809 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:00,885 : INFO : EPOCH 8 - PROGRESS: at 71.19% examples, 728883 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:01,895 : INFO : EPOCH 8 - PROGRESS: at 71.56% examples, 728845 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:02,895 : INFO : EPOCH 8 - PROGRESS: at 71.92% examples, 728934 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:03,904 : INFO : EPOCH 8 - PROGRESS: at 72.27% examples, 728908 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:04,928 : INFO : EPOCH 8 - PROGRESS: at 72.64% examples, 728886 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:05,936 : INFO : EPOCH 8 - PROGRESS: at 72.99% examples, 728918 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:06,946 : INFO : EPOCH 8 - PROGRESS: at 73.35% examples, 728939 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:07,948 : INFO : EPOCH 8 - PROGRESS: at 73.73% examples, 728959 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:08,968 : INFO : EPOCH 8 - PROGRESS: at 74.11% examples, 728880 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:09,985 : INFO : EPOCH 8 - PROGRESS: at 74.48% examples, 728908 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:10,989 : INFO : EPOCH 8 - PROGRESS: at 74.83% examples, 728932 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:11,993 : INFO : EPOCH 8 - PROGRESS: at 75.19% examples, 728955 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:13,013 : INFO : EPOCH 8 - PROGRESS: at 75.55% examples, 728949 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:14,024 : INFO : EPOCH 8 - PROGRESS: at 75.91% examples, 728981 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:15,041 : INFO : EPOCH 8 - PROGRESS: at 76.26% examples, 728988 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:16,041 : INFO : EPOCH 8 - PROGRESS: at 76.60% examples, 729048 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:17,042 : INFO : EPOCH 8 - PROGRESS: at 76.93% examples, 729001 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:18,056 : INFO : EPOCH 8 - PROGRESS: at 77.30% examples, 728957 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:04:19,063 : INFO : EPOCH 8 - PROGRESS: at 77.67% examples, 729013 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:20,064 : INFO : EPOCH 8 - PROGRESS: at 78.03% examples, 729002 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:21,070 : INFO : EPOCH 8 - PROGRESS: at 78.37% examples, 729055 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:22,082 : INFO : EPOCH 8 - PROGRESS: at 78.70% examples, 729026 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:23,089 : INFO : EPOCH 8 - PROGRESS: at 79.10% examples, 728979 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:24,092 : INFO : EPOCH 8 - PROGRESS: at 79.47% examples, 728963 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:25,105 : INFO : EPOCH 8 - PROGRESS: at 79.79% examples, 728972 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:26,112 : INFO : EPOCH 8 - PROGRESS: at 80.16% examples, 728941 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:27,116 : INFO : EPOCH 8 - PROGRESS: at 80.51% examples, 728944 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:04:28,121 : INFO : EPOCH 8 - PROGRESS: at 80.87% examples, 728989 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:29,130 : INFO : EPOCH 8 - PROGRESS: at 81.23% examples, 729005 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:30,136 : INFO : EPOCH 8 - PROGRESS: at 81.57% examples, 728991 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:31,149 : INFO : EPOCH 8 - PROGRESS: at 81.94% examples, 729020 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:32,161 : INFO : EPOCH 8 - PROGRESS: at 82.27% examples, 729076 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:33,163 : INFO : EPOCH 8 - PROGRESS: at 82.61% examples, 729125 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:34,166 : INFO : EPOCH 8 - PROGRESS: at 82.98% examples, 729139 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:35,172 : INFO : EPOCH 8 - PROGRESS: at 83.30% examples, 729168 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:36,184 : INFO : EPOCH 8 - PROGRESS: at 83.67% examples, 729158 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:37,205 : INFO : EPOCH 8 - PROGRESS: at 84.01% examples, 729124 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:38,211 : INFO : EPOCH 8 - PROGRESS: at 84.39% examples, 729156 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:39,219 : INFO : EPOCH 8 - PROGRESS: at 84.76% examples, 729127 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:40,220 : INFO : EPOCH 8 - PROGRESS: at 85.13% examples, 729163 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:41,221 : INFO : EPOCH 8 - PROGRESS: at 85.47% examples, 729197 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:42,225 : INFO : EPOCH 8 - PROGRESS: at 85.83% examples, 729125 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:43,227 : INFO : EPOCH 8 - PROGRESS: at 86.19% examples, 729157 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:44,230 : INFO : EPOCH 8 - PROGRESS: at 86.52% examples, 729201 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:45,234 : INFO : EPOCH 8 - PROGRESS: at 86.88% examples, 729173 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:46,235 : INFO : EPOCH 8 - PROGRESS: at 87.24% examples, 729148 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:47,252 : INFO : EPOCH 8 - PROGRESS: at 87.60% examples, 729161 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:48,257 : INFO : EPOCH 8 - PROGRESS: at 87.95% examples, 729218 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:49,265 : INFO : EPOCH 8 - PROGRESS: at 88.31% examples, 729223 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:50,268 : INFO : EPOCH 8 - PROGRESS: at 88.68% examples, 729192 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:51,277 : INFO : EPOCH 8 - PROGRESS: at 89.04% examples, 729245 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:52,290 : INFO : EPOCH 8 - PROGRESS: at 89.38% examples, 729246 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:53,305 : INFO : EPOCH 8 - PROGRESS: at 89.78% examples, 729221 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:54,314 : INFO : EPOCH 8 - PROGRESS: at 90.14% examples, 729223 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:55,314 : INFO : EPOCH 8 - PROGRESS: at 90.53% examples, 729252 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:56,315 : INFO : EPOCH 8 - PROGRESS: at 90.87% examples, 729223 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:57,325 : INFO : EPOCH 8 - PROGRESS: at 91.26% examples, 729240 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:58,340 : INFO : EPOCH 8 - PROGRESS: at 91.63% examples, 729225 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:04:59,348 : INFO : EPOCH 8 - PROGRESS: at 91.99% examples, 729230 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:05:00,361 : INFO : EPOCH 8 - PROGRESS: at 92.34% examples, 729237 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:01,380 : INFO : EPOCH 8 - PROGRESS: at 92.67% examples, 729234 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:02,385 : INFO : EPOCH 8 - PROGRESS: at 93.03% examples, 729232 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:03,391 : INFO : EPOCH 8 - PROGRESS: at 93.40% examples, 729240 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:04,423 : INFO : EPOCH 8 - PROGRESS: at 93.75% examples, 729226 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:05,428 : INFO : EPOCH 8 - PROGRESS: at 94.11% examples, 729249 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:06,437 : INFO : EPOCH 8 - PROGRESS: at 94.47% examples, 729221 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:07,449 : INFO : EPOCH 8 - PROGRESS: at 94.81% examples, 729223 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:08,453 : INFO : EPOCH 8 - PROGRESS: at 95.14% examples, 729284 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:09,479 : INFO : EPOCH 8 - PROGRESS: at 95.50% examples, 729267 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:10,480 : INFO : EPOCH 8 - PROGRESS: at 95.88% examples, 729285 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:11,485 : INFO : EPOCH 8 - PROGRESS: at 96.24% examples, 729275 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:12,488 : INFO : EPOCH 8 - PROGRESS: at 96.57% examples, 729300 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:13,498 : INFO : EPOCH 8 - PROGRESS: at 96.92% examples, 729304 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:14,503 : INFO : EPOCH 8 - PROGRESS: at 97.29% examples, 729302 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:15,509 : INFO : EPOCH 8 - PROGRESS: at 97.66% examples, 729319 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:16,518 : INFO : EPOCH 8 - PROGRESS: at 98.04% examples, 729352 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:17,525 : INFO : EPOCH 8 - PROGRESS: at 98.43% examples, 729365 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:18,527 : INFO : EPOCH 8 - PROGRESS: at 98.82% examples, 729344 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:19,529 : INFO : EPOCH 8 - PROGRESS: at 99.17% examples, 729368 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:20,534 : INFO : EPOCH 8 - PROGRESS: at 99.52% examples, 729368 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:21,536 : INFO : EPOCH 8 - PROGRESS: at 99.85% examples, 729374 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:05:21,917 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 09:05:21,937 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 09:05:21,939 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 09:05:21,951 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 09:05:21,952 : INFO : EPOCH - 8 : training on 265946082 raw words (206824831 effective words) took 283.6s, 729394 effective words/s
2020-07-24 09:05:22,965 : INFO : EPOCH 9 - PROGRESS: at 0.34% examples, 718204 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:23,965 : INFO : EPOCH 9 - PROGRESS: at 0.71% examples, 719822 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:24,968 : INFO : EPOCH 9 - PROGRESS: at 1.08% examples, 718651 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:25,974 : INFO : EPOCH 9 - PROGRESS: at 1.46% examples, 720068 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:26,975 : INFO : EPOCH 9 - PROGRESS: at 1.82% examples, 722456 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:05:27,986 : INFO : EPOCH 9 - PROGRESS: at 2.15% examples, 723462 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:28,988 : INFO : EPOCH 9 - PROGRESS: at 2.52% examples, 724513 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:29,997 : INFO : EPOCH 9 - PROGRESS: at 2.88% examples, 724625 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:31,008 : INFO : EPOCH 9 - PROGRESS: at 3.21% examples, 724774 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:05:32,009 : INFO : EPOCH 9 - PROGRESS: at 3.54% examples, 725684 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:33,028 : INFO : EPOCH 9 - PROGRESS: at 3.89% examples, 726506 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:34,038 : INFO : EPOCH 9 - PROGRESS: at 4.23% examples, 726639 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:35,044 : INFO : EPOCH 9 - PROGRESS: at 4.58% examples, 726354 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:36,060 : INFO : EPOCH 9 - PROGRESS: at 4.91% examples, 726151 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:37,071 : INFO : EPOCH 9 - PROGRESS: at 5.29% examples, 725918 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:38,078 : INFO : EPOCH 9 - PROGRESS: at 5.65% examples, 725833 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:39,081 : INFO : EPOCH 9 - PROGRESS: at 5.99% examples, 726329 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:40,106 : INFO : EPOCH 9 - PROGRESS: at 6.34% examples, 726446 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:05:41,112 : INFO : EPOCH 9 - PROGRESS: at 6.72% examples, 726605 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:42,116 : INFO : EPOCH 9 - PROGRESS: at 7.08% examples, 726322 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:43,124 : INFO : EPOCH 9 - PROGRESS: at 7.42% examples, 726039 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:05:44,130 : INFO : EPOCH 9 - PROGRESS: at 7.77% examples, 726138 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:45,130 : INFO : EPOCH 9 - PROGRESS: at 8.11% examples, 726360 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:46,132 : INFO : EPOCH 9 - PROGRESS: at 8.46% examples, 726899 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:47,135 : INFO : EPOCH 9 - PROGRESS: at 8.79% examples, 726549 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:48,141 : INFO : EPOCH 9 - PROGRESS: at 9.13% examples, 725268 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:49,144 : INFO : EPOCH 9 - PROGRESS: at 9.44% examples, 723381 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:50,163 : INFO : EPOCH 9 - PROGRESS: at 9.76% examples, 720926 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:51,172 : INFO : EPOCH 9 - PROGRESS: at 10.08% examples, 718920 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:52,185 : INFO : EPOCH 9 - PROGRESS: at 10.40% examples, 716962 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:05:53,192 : INFO : EPOCH 9 - PROGRESS: at 10.70% examples, 715301 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:54,192 : INFO : EPOCH 9 - PROGRESS: at 11.02% examples, 713882 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:55,198 : INFO : EPOCH 9 - PROGRESS: at 11.37% examples, 712148 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:56,200 : INFO : EPOCH 9 - PROGRESS: at 11.68% examples, 710798 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:57,214 : INFO : EPOCH 9 - PROGRESS: at 12.01% examples, 709257 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:58,223 : INFO : EPOCH 9 - PROGRESS: at 12.33% examples, 708027 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:05:59,226 : INFO : EPOCH 9 - PROGRESS: at 12.65% examples, 706731 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:00,228 : INFO : EPOCH 9 - PROGRESS: at 12.98% examples, 705277 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:06:01,238 : INFO : EPOCH 9 - PROGRESS: at 13.28% examples, 704604 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:02,247 : INFO : EPOCH 9 - PROGRESS: at 13.61% examples, 703266 words/s, in_qsize 8, out_qsize 1
2020-07-24 09:06:03,271 : INFO : EPOCH 9 - PROGRESS: at 13.95% examples, 702138 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:04,284 : INFO : EPOCH 9 - PROGRESS: at 14.28% examples, 701169 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:05,287 : INFO : EPOCH 9 - PROGRESS: at 14.57% examples, 700331 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:06,303 : INFO : EPOCH 9 - PROGRESS: at 14.88% examples, 699296 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:07,305 : INFO : EPOCH 9 - PROGRESS: at 15.19% examples, 698685 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:08,323 : INFO : EPOCH 9 - PROGRESS: at 15.51% examples, 697620 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:09,327 : INFO : EPOCH 9 - PROGRESS: at 15.82% examples, 696864 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:10,349 : INFO : EPOCH 9 - PROGRESS: at 16.15% examples, 695941 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:11,353 : INFO : EPOCH 9 - PROGRESS: at 16.47% examples, 695356 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:12,366 : INFO : EPOCH 9 - PROGRESS: at 16.80% examples, 694403 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:13,388 : INFO : EPOCH 9 - PROGRESS: at 17.12% examples, 693830 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:14,408 : INFO : EPOCH 9 - PROGRESS: at 17.47% examples, 693228 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:15,416 : INFO : EPOCH 9 - PROGRESS: at 17.79% examples, 692707 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:16,420 : INFO : EPOCH 9 - PROGRESS: at 18.11% examples, 692236 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:17,428 : INFO : EPOCH 9 - PROGRESS: at 18.43% examples, 691553 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:18,429 : INFO : EPOCH 9 - PROGRESS: at 18.77% examples, 691286 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:19,433 : INFO : EPOCH 9 - PROGRESS: at 19.07% examples, 690128 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:06:20,437 : INFO : EPOCH 9 - PROGRESS: at 19.39% examples, 689061 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:21,438 : INFO : EPOCH 9 - PROGRESS: at 19.70% examples, 688034 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:22,442 : INFO : EPOCH 9 - PROGRESS: at 19.96% examples, 686095 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:23,461 : INFO : EPOCH 9 - PROGRESS: at 20.28% examples, 684978 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:24,467 : INFO : EPOCH 9 - PROGRESS: at 20.61% examples, 685653 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:25,484 : INFO : EPOCH 9 - PROGRESS: at 20.96% examples, 686477 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:06:26,497 : INFO : EPOCH 9 - PROGRESS: at 21.31% examples, 687207 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:27,499 : INFO : EPOCH 9 - PROGRESS: at 21.64% examples, 687987 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:28,500 : INFO : EPOCH 9 - PROGRESS: at 21.98% examples, 688703 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:06:29,508 : INFO : EPOCH 9 - PROGRESS: at 22.34% examples, 689371 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:30,525 : INFO : EPOCH 9 - PROGRESS: at 22.69% examples, 689989 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:31,528 : INFO : EPOCH 9 - PROGRESS: at 23.05% examples, 690667 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:32,539 : INFO : EPOCH 9 - PROGRESS: at 23.40% examples, 691122 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:33,541 : INFO : EPOCH 9 - PROGRESS: at 23.77% examples, 691782 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:34,543 : INFO : EPOCH 9 - PROGRESS: at 24.13% examples, 692325 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:35,544 : INFO : EPOCH 9 - PROGRESS: at 24.47% examples, 692972 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:36,556 : INFO : EPOCH 9 - PROGRESS: at 24.82% examples, 693277 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:37,559 : INFO : EPOCH 9 - PROGRESS: at 25.16% examples, 693951 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:38,566 : INFO : EPOCH 9 - PROGRESS: at 25.52% examples, 694322 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:39,575 : INFO : EPOCH 9 - PROGRESS: at 25.88% examples, 694684 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:40,582 : INFO : EPOCH 9 - PROGRESS: at 26.23% examples, 695235 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:41,587 : INFO : EPOCH 9 - PROGRESS: at 26.60% examples, 695735 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:42,592 : INFO : EPOCH 9 - PROGRESS: at 26.96% examples, 696075 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:43,599 : INFO : EPOCH 9 - PROGRESS: at 27.32% examples, 696461 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:44,617 : INFO : EPOCH 9 - PROGRESS: at 27.70% examples, 696811 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:45,628 : INFO : EPOCH 9 - PROGRESS: at 28.04% examples, 697315 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:46,633 : INFO : EPOCH 9 - PROGRESS: at 28.41% examples, 697799 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:47,645 : INFO : EPOCH 9 - PROGRESS: at 28.78% examples, 698167 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:48,662 : INFO : EPOCH 9 - PROGRESS: at 29.15% examples, 698656 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:49,670 : INFO : EPOCH 9 - PROGRESS: at 29.53% examples, 698902 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:50,671 : INFO : EPOCH 9 - PROGRESS: at 29.91% examples, 699259 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:51,679 : INFO : EPOCH 9 - PROGRESS: at 30.24% examples, 699535 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:52,690 : INFO : EPOCH 9 - PROGRESS: at 30.57% examples, 699988 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:53,713 : INFO : EPOCH 9 - PROGRESS: at 30.94% examples, 700230 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:54,721 : INFO : EPOCH 9 - PROGRESS: at 31.31% examples, 700570 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:55,734 : INFO : EPOCH 9 - PROGRESS: at 31.67% examples, 700876 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:56,741 : INFO : EPOCH 9 - PROGRESS: at 32.03% examples, 701110 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:57,751 : INFO : EPOCH 9 - PROGRESS: at 32.38% examples, 701332 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:58,767 : INFO : EPOCH 9 - PROGRESS: at 32.72% examples, 701653 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:06:59,770 : INFO : EPOCH 9 - PROGRESS: at 33.07% examples, 701902 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:00,785 : INFO : EPOCH 9 - PROGRESS: at 33.43% examples, 702179 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:01,796 : INFO : EPOCH 9 - PROGRESS: at 33.79% examples, 702440 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:02,801 : INFO : EPOCH 9 - PROGRESS: at 34.14% examples, 702722 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:03,820 : INFO : EPOCH 9 - PROGRESS: at 34.50% examples, 702960 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:04,826 : INFO : EPOCH 9 - PROGRESS: at 34.87% examples, 703108 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:05,832 : INFO : EPOCH 9 - PROGRESS: at 35.24% examples, 703417 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:06,841 : INFO : EPOCH 9 - PROGRESS: at 35.59% examples, 703765 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:07,845 : INFO : EPOCH 9 - PROGRESS: at 35.94% examples, 703994 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:08,846 : INFO : EPOCH 9 - PROGRESS: at 36.31% examples, 704204 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:09,850 : INFO : EPOCH 9 - PROGRESS: at 36.67% examples, 704424 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:10,851 : INFO : EPOCH 9 - PROGRESS: at 37.01% examples, 704702 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:11,852 : INFO : EPOCH 9 - PROGRESS: at 37.35% examples, 704838 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:12,875 : INFO : EPOCH 9 - PROGRESS: at 37.72% examples, 705011 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:13,879 : INFO : EPOCH 9 - PROGRESS: at 38.09% examples, 705271 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:14,880 : INFO : EPOCH 9 - PROGRESS: at 38.42% examples, 705472 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:07:15,892 : INFO : EPOCH 9 - PROGRESS: at 38.78% examples, 705678 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:16,901 : INFO : EPOCH 9 - PROGRESS: at 39.15% examples, 705941 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:17,905 : INFO : EPOCH 9 - PROGRESS: at 39.52% examples, 706145 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:18,917 : INFO : EPOCH 9 - PROGRESS: at 39.86% examples, 706322 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:07:19,928 : INFO : EPOCH 9 - PROGRESS: at 40.21% examples, 706545 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:20,933 : INFO : EPOCH 9 - PROGRESS: at 40.55% examples, 706784 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:21,950 : INFO : EPOCH 9 - PROGRESS: at 40.93% examples, 707024 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:22,953 : INFO : EPOCH 9 - PROGRESS: at 41.29% examples, 707304 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:23,958 : INFO : EPOCH 9 - PROGRESS: at 41.65% examples, 707424 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:24,959 : INFO : EPOCH 9 - PROGRESS: at 41.98% examples, 707639 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:25,970 : INFO : EPOCH 9 - PROGRESS: at 42.32% examples, 707887 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:26,971 : INFO : EPOCH 9 - PROGRESS: at 42.68% examples, 708118 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:27,974 : INFO : EPOCH 9 - PROGRESS: at 43.03% examples, 708238 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:28,978 : INFO : EPOCH 9 - PROGRESS: at 43.40% examples, 708354 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:29,982 : INFO : EPOCH 9 - PROGRESS: at 43.76% examples, 708579 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:30,991 : INFO : EPOCH 9 - PROGRESS: at 44.11% examples, 708666 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:32,006 : INFO : EPOCH 9 - PROGRESS: at 44.46% examples, 708872 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:33,007 : INFO : EPOCH 9 - PROGRESS: at 44.81% examples, 709153 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:34,014 : INFO : EPOCH 9 - PROGRESS: at 45.15% examples, 709393 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:35,015 : INFO : EPOCH 9 - PROGRESS: at 45.50% examples, 709492 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:36,026 : INFO : EPOCH 9 - PROGRESS: at 45.84% examples, 709558 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:37,027 : INFO : EPOCH 9 - PROGRESS: at 46.21% examples, 709724 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:38,036 : INFO : EPOCH 9 - PROGRESS: at 46.58% examples, 709771 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:39,038 : INFO : EPOCH 9 - PROGRESS: at 46.94% examples, 709949 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:40,040 : INFO : EPOCH 9 - PROGRESS: at 47.31% examples, 710090 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:41,040 : INFO : EPOCH 9 - PROGRESS: at 47.66% examples, 710203 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:07:42,058 : INFO : EPOCH 9 - PROGRESS: at 48.01% examples, 710356 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:43,065 : INFO : EPOCH 9 - PROGRESS: at 48.38% examples, 710552 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:44,065 : INFO : EPOCH 9 - PROGRESS: at 48.75% examples, 710741 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:45,067 : INFO : EPOCH 9 - PROGRESS: at 49.11% examples, 710819 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:46,069 : INFO : EPOCH 9 - PROGRESS: at 49.49% examples, 710875 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:47,073 : INFO : EPOCH 9 - PROGRESS: at 49.83% examples, 711073 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:48,091 : INFO : EPOCH 9 - PROGRESS: at 50.19% examples, 711142 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:49,100 : INFO : EPOCH 9 - PROGRESS: at 50.57% examples, 711346 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:50,101 : INFO : EPOCH 9 - PROGRESS: at 50.92% examples, 711456 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:51,102 : INFO : EPOCH 9 - PROGRESS: at 51.26% examples, 711521 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:52,103 : INFO : EPOCH 9 - PROGRESS: at 51.62% examples, 711660 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:53,109 : INFO : EPOCH 9 - PROGRESS: at 51.97% examples, 711778 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:54,120 : INFO : EPOCH 9 - PROGRESS: at 52.32% examples, 711892 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:55,122 : INFO : EPOCH 9 - PROGRESS: at 52.69% examples, 712053 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:56,130 : INFO : EPOCH 9 - PROGRESS: at 53.05% examples, 712118 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:57,131 : INFO : EPOCH 9 - PROGRESS: at 53.39% examples, 712334 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:58,136 : INFO : EPOCH 9 - PROGRESS: at 53.72% examples, 712539 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:07:59,141 : INFO : EPOCH 9 - PROGRESS: at 54.06% examples, 712656 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:00,149 : INFO : EPOCH 9 - PROGRESS: at 54.44% examples, 712683 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:01,150 : INFO : EPOCH 9 - PROGRESS: at 54.80% examples, 712819 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:02,165 : INFO : EPOCH 9 - PROGRESS: at 55.13% examples, 712880 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:03,167 : INFO : EPOCH 9 - PROGRESS: at 55.47% examples, 712998 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:04,180 : INFO : EPOCH 9 - PROGRESS: at 55.81% examples, 713068 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:05,189 : INFO : EPOCH 9 - PROGRESS: at 56.15% examples, 713191 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:06,192 : INFO : EPOCH 9 - PROGRESS: at 56.51% examples, 713286 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:07,198 : INFO : EPOCH 9 - PROGRESS: at 56.84% examples, 713418 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:08,208 : INFO : EPOCH 9 - PROGRESS: at 57.20% examples, 713485 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:09,213 : INFO : EPOCH 9 - PROGRESS: at 57.56% examples, 713548 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:10,213 : INFO : EPOCH 9 - PROGRESS: at 57.90% examples, 713684 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:11,225 : INFO : EPOCH 9 - PROGRESS: at 58.24% examples, 713812 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:12,226 : INFO : EPOCH 9 - PROGRESS: at 58.60% examples, 713888 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:13,228 : INFO : EPOCH 9 - PROGRESS: at 58.97% examples, 714042 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:14,237 : INFO : EPOCH 9 - PROGRESS: at 59.31% examples, 714128 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:15,256 : INFO : EPOCH 9 - PROGRESS: at 59.67% examples, 714236 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:16,267 : INFO : EPOCH 9 - PROGRESS: at 60.05% examples, 714329 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:17,284 : INFO : EPOCH 9 - PROGRESS: at 60.42% examples, 714367 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:18,294 : INFO : EPOCH 9 - PROGRESS: at 60.76% examples, 714495 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:19,305 : INFO : EPOCH 9 - PROGRESS: at 61.13% examples, 714549 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:20,310 : INFO : EPOCH 9 - PROGRESS: at 61.51% examples, 714652 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:21,317 : INFO : EPOCH 9 - PROGRESS: at 61.86% examples, 714705 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:22,326 : INFO : EPOCH 9 - PROGRESS: at 62.21% examples, 714809 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:23,338 : INFO : EPOCH 9 - PROGRESS: at 62.54% examples, 714902 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:24,345 : INFO : EPOCH 9 - PROGRESS: at 62.89% examples, 714987 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:25,353 : INFO : EPOCH 9 - PROGRESS: at 63.22% examples, 715032 words/s, in_qsize 8, out_qsize 1
2020-07-24 09:08:26,355 : INFO : EPOCH 9 - PROGRESS: at 63.58% examples, 715178 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:27,359 : INFO : EPOCH 9 - PROGRESS: at 63.91% examples, 715221 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:08:28,364 : INFO : EPOCH 9 - PROGRESS: at 64.26% examples, 715274 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:29,389 : INFO : EPOCH 9 - PROGRESS: at 64.63% examples, 715340 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:08:30,393 : INFO : EPOCH 9 - PROGRESS: at 65.00% examples, 715441 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:31,394 : INFO : EPOCH 9 - PROGRESS: at 65.34% examples, 715494 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:32,396 : INFO : EPOCH 9 - PROGRESS: at 65.72% examples, 715529 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:33,408 : INFO : EPOCH 9 - PROGRESS: at 66.08% examples, 715647 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:08:34,411 : INFO : EPOCH 9 - PROGRESS: at 66.41% examples, 715766 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:35,426 : INFO : EPOCH 9 - PROGRESS: at 66.75% examples, 715860 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:36,433 : INFO : EPOCH 9 - PROGRESS: at 67.13% examples, 715918 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:37,433 : INFO : EPOCH 9 - PROGRESS: at 67.46% examples, 715992 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:38,440 : INFO : EPOCH 9 - PROGRESS: at 67.83% examples, 716042 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:39,445 : INFO : EPOCH 9 - PROGRESS: at 68.20% examples, 716111 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:08:40,445 : INFO : EPOCH 9 - PROGRESS: at 68.55% examples, 716146 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:41,454 : INFO : EPOCH 9 - PROGRESS: at 68.90% examples, 716222 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:42,456 : INFO : EPOCH 9 - PROGRESS: at 69.27% examples, 716201 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:43,473 : INFO : EPOCH 9 - PROGRESS: at 69.65% examples, 716205 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:44,478 : INFO : EPOCH 9 - PROGRESS: at 70.00% examples, 716316 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:45,499 : INFO : EPOCH 9 - PROGRESS: at 70.33% examples, 716246 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:46,500 : INFO : EPOCH 9 - PROGRESS: at 70.64% examples, 715996 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:47,530 : INFO : EPOCH 9 - PROGRESS: at 70.97% examples, 715696 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:48,541 : INFO : EPOCH 9 - PROGRESS: at 71.30% examples, 715462 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:49,545 : INFO : EPOCH 9 - PROGRESS: at 71.63% examples, 715195 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:08:50,572 : INFO : EPOCH 9 - PROGRESS: at 71.97% examples, 714989 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:51,574 : INFO : EPOCH 9 - PROGRESS: at 72.29% examples, 714728 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:52,580 : INFO : EPOCH 9 - PROGRESS: at 72.62% examples, 714466 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:08:53,612 : INFO : EPOCH 9 - PROGRESS: at 72.94% examples, 714157 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:54,614 : INFO : EPOCH 9 - PROGRESS: at 73.26% examples, 713946 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:55,621 : INFO : EPOCH 9 - PROGRESS: at 73.59% examples, 713665 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:08:56,637 : INFO : EPOCH 9 - PROGRESS: at 73.94% examples, 713412 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:57,663 : INFO : EPOCH 9 - PROGRESS: at 74.28% examples, 713137 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:58,663 : INFO : EPOCH 9 - PROGRESS: at 74.61% examples, 712922 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:08:59,670 : INFO : EPOCH 9 - PROGRESS: at 74.91% examples, 712545 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:00,683 : INFO : EPOCH 9 - PROGRESS: at 75.22% examples, 712120 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:01,684 : INFO : EPOCH 9 - PROGRESS: at 75.54% examples, 711813 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:02,687 : INFO : EPOCH 9 - PROGRESS: at 75.80% examples, 711148 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:03,689 : INFO : EPOCH 9 - PROGRESS: at 76.12% examples, 710825 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:09:04,691 : INFO : EPOCH 9 - PROGRESS: at 76.46% examples, 710916 words/s, in_qsize 8, out_qsize 1
2020-07-24 09:09:05,695 : INFO : EPOCH 9 - PROGRESS: at 76.79% examples, 711011 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:06,708 : INFO : EPOCH 9 - PROGRESS: at 77.14% examples, 711060 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:07,712 : INFO : EPOCH 9 - PROGRESS: at 77.49% examples, 711122 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:08,723 : INFO : EPOCH 9 - PROGRESS: at 77.86% examples, 711191 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:09,727 : INFO : EPOCH 9 - PROGRESS: at 78.22% examples, 711316 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:10,734 : INFO : EPOCH 9 - PROGRESS: at 78.57% examples, 711414 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:11,749 : INFO : EPOCH 9 - PROGRESS: at 78.93% examples, 711464 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:12,755 : INFO : EPOCH 9 - PROGRESS: at 79.31% examples, 711515 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:13,774 : INFO : EPOCH 9 - PROGRESS: at 79.65% examples, 711557 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:14,777 : INFO : EPOCH 9 - PROGRESS: at 80.03% examples, 711615 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:09:15,778 : INFO : EPOCH 9 - PROGRESS: at 80.36% examples, 711680 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:16,780 : INFO : EPOCH 9 - PROGRESS: at 80.71% examples, 711776 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:17,781 : INFO : EPOCH 9 - PROGRESS: at 81.06% examples, 711814 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:18,782 : INFO : EPOCH 9 - PROGRESS: at 81.41% examples, 711933 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:19,787 : INFO : EPOCH 9 - PROGRESS: at 81.76% examples, 711970 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:09:20,789 : INFO : EPOCH 9 - PROGRESS: at 82.11% examples, 712112 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:21,795 : INFO : EPOCH 9 - PROGRESS: at 82.44% examples, 712199 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:22,802 : INFO : EPOCH 9 - PROGRESS: at 82.79% examples, 712259 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:23,806 : INFO : EPOCH 9 - PROGRESS: at 83.14% examples, 712355 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:09:24,815 : INFO : EPOCH 9 - PROGRESS: at 83.49% examples, 712414 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:25,817 : INFO : EPOCH 9 - PROGRESS: at 83.83% examples, 712538 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:09:26,820 : INFO : EPOCH 9 - PROGRESS: at 84.20% examples, 712526 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:27,824 : INFO : EPOCH 9 - PROGRESS: at 84.55% examples, 712574 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:28,831 : INFO : EPOCH 9 - PROGRESS: at 84.92% examples, 712593 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:29,849 : INFO : EPOCH 9 - PROGRESS: at 85.28% examples, 712676 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:30,854 : INFO : EPOCH 9 - PROGRESS: at 85.64% examples, 712772 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:31,862 : INFO : EPOCH 9 - PROGRESS: at 85.99% examples, 712807 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:32,870 : INFO : EPOCH 9 - PROGRESS: at 86.34% examples, 712827 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:33,871 : INFO : EPOCH 9 - PROGRESS: at 86.68% examples, 712940 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:34,879 : INFO : EPOCH 9 - PROGRESS: at 87.05% examples, 712988 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:35,880 : INFO : EPOCH 9 - PROGRESS: at 87.40% examples, 713012 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:36,887 : INFO : EPOCH 9 - PROGRESS: at 87.76% examples, 713077 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:37,895 : INFO : EPOCH 9 - PROGRESS: at 88.12% examples, 713168 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:38,895 : INFO : EPOCH 9 - PROGRESS: at 88.49% examples, 713238 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:39,906 : INFO : EPOCH 9 - PROGRESS: at 88.83% examples, 713282 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:40,907 : INFO : EPOCH 9 - PROGRESS: at 89.18% examples, 713384 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:41,910 : INFO : EPOCH 9 - PROGRESS: at 89.53% examples, 713453 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:42,921 : INFO : EPOCH 9 - PROGRESS: at 89.93% examples, 713456 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:43,926 : INFO : EPOCH 9 - PROGRESS: at 90.28% examples, 713499 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:44,928 : INFO : EPOCH 9 - PROGRESS: at 90.66% examples, 713557 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:45,936 : INFO : EPOCH 9 - PROGRESS: at 91.03% examples, 713594 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:46,963 : INFO : EPOCH 9 - PROGRESS: at 91.41% examples, 713639 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:09:47,973 : INFO : EPOCH 9 - PROGRESS: at 91.78% examples, 713738 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:48,976 : INFO : EPOCH 9 - PROGRESS: at 92.14% examples, 713812 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:49,976 : INFO : EPOCH 9 - PROGRESS: at 92.47% examples, 713867 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:50,983 : INFO : EPOCH 9 - PROGRESS: at 92.82% examples, 713903 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:51,986 : INFO : EPOCH 9 - PROGRESS: at 93.17% examples, 713973 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:52,987 : INFO : EPOCH 9 - PROGRESS: at 93.54% examples, 713996 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:53,991 : INFO : EPOCH 9 - PROGRESS: at 93.89% examples, 714074 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:54,993 : INFO : EPOCH 9 - PROGRESS: at 94.23% examples, 714121 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:55,993 : INFO : EPOCH 9 - PROGRESS: at 94.59% examples, 714168 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:57,010 : INFO : EPOCH 9 - PROGRESS: at 94.94% examples, 714236 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:58,015 : INFO : EPOCH 9 - PROGRESS: at 95.26% examples, 714373 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:09:59,021 : INFO : EPOCH 9 - PROGRESS: at 95.62% examples, 714366 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:10:00,033 : INFO : EPOCH 9 - PROGRESS: at 95.99% examples, 714406 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:01,042 : INFO : EPOCH 9 - PROGRESS: at 96.34% examples, 714464 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:02,065 : INFO : EPOCH 9 - PROGRESS: at 96.69% examples, 714516 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:03,074 : INFO : EPOCH 9 - PROGRESS: at 97.04% examples, 714584 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:04,076 : INFO : EPOCH 9 - PROGRESS: at 97.42% examples, 714629 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:05,078 : INFO : EPOCH 9 - PROGRESS: at 97.78% examples, 714708 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:06,082 : INFO : EPOCH 9 - PROGRESS: at 98.16% examples, 714742 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:07,093 : INFO : EPOCH 9 - PROGRESS: at 98.55% examples, 714755 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:08,096 : INFO : EPOCH 9 - PROGRESS: at 98.91% examples, 714832 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:09,107 : INFO : EPOCH 9 - PROGRESS: at 99.28% examples, 714893 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:10,116 : INFO : EPOCH 9 - PROGRESS: at 99.63% examples, 714933 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:11,120 : INFO : EPOCH 9 - PROGRESS: at 99.96% examples, 714993 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:11,182 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 09:10:11,200 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 09:10:11,202 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 09:10:11,214 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 09:10:11,215 : INFO : EPOCH - 9 : training on 265946082 raw words (206820099 effective words) took 289.3s, 715005 effective words/s
2020-07-24 09:10:12,229 : INFO : EPOCH 10 - PROGRESS: at 0.34% examples, 714597 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:13,234 : INFO : EPOCH 10 - PROGRESS: at 0.72% examples, 720278 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:14,240 : INFO : EPOCH 10 - PROGRESS: at 1.08% examples, 718101 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:10:15,243 : INFO : EPOCH 10 - PROGRESS: at 1.46% examples, 718220 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:16,251 : INFO : EPOCH 10 - PROGRESS: at 1.82% examples, 719542 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:17,256 : INFO : EPOCH 10 - PROGRESS: at 2.15% examples, 722162 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:10:18,258 : INFO : EPOCH 10 - PROGRESS: at 2.52% examples, 723333 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:19,258 : INFO : EPOCH 10 - PROGRESS: at 2.88% examples, 723398 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:20,266 : INFO : EPOCH 10 - PROGRESS: at 3.21% examples, 724142 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:21,273 : INFO : EPOCH 10 - PROGRESS: at 3.54% examples, 725254 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:22,293 : INFO : EPOCH 10 - PROGRESS: at 3.89% examples, 725981 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:23,298 : INFO : EPOCH 10 - PROGRESS: at 4.23% examples, 724824 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:10:24,308 : INFO : EPOCH 10 - PROGRESS: at 4.58% examples, 725326 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:25,312 : INFO : EPOCH 10 - PROGRESS: at 4.90% examples, 724921 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:10:26,321 : INFO : EPOCH 10 - PROGRESS: at 5.27% examples, 724259 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:27,322 : INFO : EPOCH 10 - PROGRESS: at 5.64% examples, 724611 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:28,323 : INFO : EPOCH 10 - PROGRESS: at 5.98% examples, 725063 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:29,343 : INFO : EPOCH 10 - PROGRESS: at 6.32% examples, 724617 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:10:30,345 : INFO : EPOCH 10 - PROGRESS: at 6.69% examples, 725118 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:31,350 : INFO : EPOCH 10 - PROGRESS: at 7.06% examples, 724555 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:32,350 : INFO : EPOCH 10 - PROGRESS: at 7.40% examples, 724843 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:33,352 : INFO : EPOCH 10 - PROGRESS: at 7.75% examples, 724965 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:34,359 : INFO : EPOCH 10 - PROGRESS: at 8.09% examples, 725264 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:35,363 : INFO : EPOCH 10 - PROGRESS: at 8.43% examples, 725094 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:10:36,374 : INFO : EPOCH 10 - PROGRESS: at 8.76% examples, 725098 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:37,380 : INFO : EPOCH 10 - PROGRESS: at 9.12% examples, 725083 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:38,391 : INFO : EPOCH 10 - PROGRESS: at 9.47% examples, 725288 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:39,398 : INFO : EPOCH 10 - PROGRESS: at 9.82% examples, 725640 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:40,412 : INFO : EPOCH 10 - PROGRESS: at 10.19% examples, 725584 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:41,431 : INFO : EPOCH 10 - PROGRESS: at 10.51% examples, 725838 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:42,446 : INFO : EPOCH 10 - PROGRESS: at 10.85% examples, 726081 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:43,446 : INFO : EPOCH 10 - PROGRESS: at 11.22% examples, 726331 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:44,448 : INFO : EPOCH 10 - PROGRESS: at 11.59% examples, 726340 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:45,448 : INFO : EPOCH 10 - PROGRESS: at 11.94% examples, 726496 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:46,467 : INFO : EPOCH 10 - PROGRESS: at 12.30% examples, 726369 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:47,482 : INFO : EPOCH 10 - PROGRESS: at 12.66% examples, 726450 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:48,485 : INFO : EPOCH 10 - PROGRESS: at 13.02% examples, 726788 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:49,490 : INFO : EPOCH 10 - PROGRESS: at 13.36% examples, 727206 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:10:50,499 : INFO : EPOCH 10 - PROGRESS: at 13.72% examples, 727066 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:10:51,503 : INFO : EPOCH 10 - PROGRESS: at 14.09% examples, 726989 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:52,506 : INFO : EPOCH 10 - PROGRESS: at 14.42% examples, 726800 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:10:53,516 : INFO : EPOCH 10 - PROGRESS: at 14.74% examples, 726987 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:54,523 : INFO : EPOCH 10 - PROGRESS: at 15.10% examples, 727063 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:55,545 : INFO : EPOCH 10 - PROGRESS: at 15.46% examples, 726820 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:56,545 : INFO : EPOCH 10 - PROGRESS: at 15.79% examples, 726965 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:10:57,548 : INFO : EPOCH 10 - PROGRESS: at 16.15% examples, 727168 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:58,553 : INFO : EPOCH 10 - PROGRESS: at 16.52% examples, 727472 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:10:59,560 : INFO : EPOCH 10 - PROGRESS: at 16.87% examples, 727386 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:00,571 : INFO : EPOCH 10 - PROGRESS: at 17.22% examples, 727297 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:01,573 : INFO : EPOCH 10 - PROGRESS: at 17.58% examples, 727210 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:02,591 : INFO : EPOCH 10 - PROGRESS: at 17.95% examples, 727191 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:03,601 : INFO : EPOCH 10 - PROGRESS: at 18.30% examples, 727171 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:04,618 : INFO : EPOCH 10 - PROGRESS: at 18.67% examples, 727047 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:05,626 : INFO : EPOCH 10 - PROGRESS: at 19.03% examples, 727308 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:06,632 : INFO : EPOCH 10 - PROGRESS: at 19.39% examples, 727135 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:07,641 : INFO : EPOCH 10 - PROGRESS: at 19.75% examples, 727201 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:08,644 : INFO : EPOCH 10 - PROGRESS: at 20.10% examples, 727329 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:09,659 : INFO : EPOCH 10 - PROGRESS: at 20.46% examples, 727176 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:10,674 : INFO : EPOCH 10 - PROGRESS: at 20.79% examples, 727341 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:11,682 : INFO : EPOCH 10 - PROGRESS: at 21.16% examples, 727459 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:12,684 : INFO : EPOCH 10 - PROGRESS: at 21.48% examples, 727620 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:13,697 : INFO : EPOCH 10 - PROGRESS: at 21.81% examples, 727652 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:14,703 : INFO : EPOCH 10 - PROGRESS: at 22.17% examples, 727643 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:15,721 : INFO : EPOCH 10 - PROGRESS: at 22.53% examples, 727762 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:11:16,725 : INFO : EPOCH 10 - PROGRESS: at 22.86% examples, 727835 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:17,746 : INFO : EPOCH 10 - PROGRESS: at 23.23% examples, 727813 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:18,747 : INFO : EPOCH 10 - PROGRESS: at 23.60% examples, 727905 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:19,750 : INFO : EPOCH 10 - PROGRESS: at 23.96% examples, 728028 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:20,763 : INFO : EPOCH 10 - PROGRESS: at 24.30% examples, 728021 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:21,774 : INFO : EPOCH 10 - PROGRESS: at 24.65% examples, 728156 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:22,787 : INFO : EPOCH 10 - PROGRESS: at 24.99% examples, 728409 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:23,794 : INFO : EPOCH 10 - PROGRESS: at 25.36% examples, 728353 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:24,799 : INFO : EPOCH 10 - PROGRESS: at 25.72% examples, 728406 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:25,803 : INFO : EPOCH 10 - PROGRESS: at 26.07% examples, 728323 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:26,807 : INFO : EPOCH 10 - PROGRESS: at 26.43% examples, 728390 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:27,816 : INFO : EPOCH 10 - PROGRESS: at 26.81% examples, 728311 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:28,819 : INFO : EPOCH 10 - PROGRESS: at 27.16% examples, 728410 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:29,829 : INFO : EPOCH 10 - PROGRESS: at 27.52% examples, 728465 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:30,850 : INFO : EPOCH 10 - PROGRESS: at 27.90% examples, 728341 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:11:31,857 : INFO : EPOCH 10 - PROGRESS: at 28.24% examples, 728416 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:32,859 : INFO : EPOCH 10 - PROGRESS: at 28.61% examples, 728615 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:11:33,876 : INFO : EPOCH 10 - PROGRESS: at 28.96% examples, 728574 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:34,890 : INFO : EPOCH 10 - PROGRESS: at 29.34% examples, 728542 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:35,900 : INFO : EPOCH 10 - PROGRESS: at 29.72% examples, 728567 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:36,910 : INFO : EPOCH 10 - PROGRESS: at 30.09% examples, 728536 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:37,924 : INFO : EPOCH 10 - PROGRESS: at 30.42% examples, 728538 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:38,944 : INFO : EPOCH 10 - PROGRESS: at 30.74% examples, 728191 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:11:39,957 : INFO : EPOCH 10 - PROGRESS: at 31.11% examples, 727756 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:40,962 : INFO : EPOCH 10 - PROGRESS: at 31.46% examples, 727424 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:41,968 : INFO : EPOCH 10 - PROGRESS: at 31.78% examples, 726886 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:42,969 : INFO : EPOCH 10 - PROGRESS: at 32.08% examples, 725509 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:43,979 : INFO : EPOCH 10 - PROGRESS: at 32.41% examples, 725224 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:44,993 : INFO : EPOCH 10 - PROGRESS: at 32.76% examples, 725230 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:45,995 : INFO : EPOCH 10 - PROGRESS: at 33.11% examples, 725239 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:11:47,005 : INFO : EPOCH 10 - PROGRESS: at 33.48% examples, 725332 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:48,006 : INFO : EPOCH 10 - PROGRESS: at 33.83% examples, 725354 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:49,025 : INFO : EPOCH 10 - PROGRESS: at 34.19% examples, 725368 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:50,036 : INFO : EPOCH 10 - PROGRESS: at 34.55% examples, 725449 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:51,054 : INFO : EPOCH 10 - PROGRESS: at 34.92% examples, 725539 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:52,058 : INFO : EPOCH 10 - PROGRESS: at 35.29% examples, 725566 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:53,065 : INFO : EPOCH 10 - PROGRESS: at 35.63% examples, 725652 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:54,078 : INFO : EPOCH 10 - PROGRESS: at 35.99% examples, 725666 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:55,080 : INFO : EPOCH 10 - PROGRESS: at 36.37% examples, 725798 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:56,097 : INFO : EPOCH 10 - PROGRESS: at 36.72% examples, 725724 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:57,109 : INFO : EPOCH 10 - PROGRESS: at 37.05% examples, 725867 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:58,128 : INFO : EPOCH 10 - PROGRESS: at 37.42% examples, 725942 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:11:59,138 : INFO : EPOCH 10 - PROGRESS: at 37.80% examples, 725891 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:00,144 : INFO : EPOCH 10 - PROGRESS: at 38.15% examples, 725925 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:01,156 : INFO : EPOCH 10 - PROGRESS: at 38.49% examples, 725870 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:02,158 : INFO : EPOCH 10 - PROGRESS: at 38.83% examples, 725991 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:03,161 : INFO : EPOCH 10 - PROGRESS: at 39.22% examples, 726035 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:04,166 : INFO : EPOCH 10 - PROGRESS: at 39.59% examples, 726059 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:05,176 : INFO : EPOCH 10 - PROGRESS: at 39.93% examples, 726121 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:12:06,182 : INFO : EPOCH 10 - PROGRESS: at 40.28% examples, 726262 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:07,190 : INFO : EPOCH 10 - PROGRESS: at 40.62% examples, 726224 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:08,196 : INFO : EPOCH 10 - PROGRESS: at 40.99% examples, 726297 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:09,197 : INFO : EPOCH 10 - PROGRESS: at 41.34% examples, 726337 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:10,205 : INFO : EPOCH 10 - PROGRESS: at 41.70% examples, 726408 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:11,213 : INFO : EPOCH 10 - PROGRESS: at 42.04% examples, 726458 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:12,216 : INFO : EPOCH 10 - PROGRESS: at 42.37% examples, 726430 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:13,241 : INFO : EPOCH 10 - PROGRESS: at 42.75% examples, 726430 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:14,252 : INFO : EPOCH 10 - PROGRESS: at 43.09% examples, 726491 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:15,265 : INFO : EPOCH 10 - PROGRESS: at 43.46% examples, 726487 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:12:16,266 : INFO : EPOCH 10 - PROGRESS: at 43.82% examples, 726550 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:17,271 : INFO : EPOCH 10 - PROGRESS: at 44.18% examples, 726516 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:12:18,282 : INFO : EPOCH 10 - PROGRESS: at 44.53% examples, 726491 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:19,285 : INFO : EPOCH 10 - PROGRESS: at 44.86% examples, 726602 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:20,292 : INFO : EPOCH 10 - PROGRESS: at 45.21% examples, 726615 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:21,296 : INFO : EPOCH 10 - PROGRESS: at 45.55% examples, 726629 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:22,297 : INFO : EPOCH 10 - PROGRESS: at 45.90% examples, 726639 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:23,306 : INFO : EPOCH 10 - PROGRESS: at 46.27% examples, 726593 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:24,312 : INFO : EPOCH 10 - PROGRESS: at 46.64% examples, 726585 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:12:25,332 : INFO : EPOCH 10 - PROGRESS: at 47.00% examples, 726561 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:26,339 : INFO : EPOCH 10 - PROGRESS: at 47.37% examples, 726682 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:27,339 : INFO : EPOCH 10 - PROGRESS: at 47.73% examples, 726648 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:12:28,366 : INFO : EPOCH 10 - PROGRESS: at 48.08% examples, 726698 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:29,370 : INFO : EPOCH 10 - PROGRESS: at 48.44% examples, 726738 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:30,376 : INFO : EPOCH 10 - PROGRESS: at 48.81% examples, 726747 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:31,384 : INFO : EPOCH 10 - PROGRESS: at 49.18% examples, 726763 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:32,387 : INFO : EPOCH 10 - PROGRESS: at 49.56% examples, 726719 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:33,390 : INFO : EPOCH 10 - PROGRESS: at 49.89% examples, 726770 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:34,410 : INFO : EPOCH 10 - PROGRESS: at 50.24% examples, 726821 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:35,413 : INFO : EPOCH 10 - PROGRESS: at 50.64% examples, 726908 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:36,422 : INFO : EPOCH 10 - PROGRESS: at 50.99% examples, 726864 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:12:37,425 : INFO : EPOCH 10 - PROGRESS: at 51.33% examples, 726891 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:12:38,433 : INFO : EPOCH 10 - PROGRESS: at 51.70% examples, 726908 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:39,456 : INFO : EPOCH 10 - PROGRESS: at 52.05% examples, 726877 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:12:40,458 : INFO : EPOCH 10 - PROGRESS: at 52.41% examples, 726964 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:41,468 : INFO : EPOCH 10 - PROGRESS: at 52.77% examples, 726926 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:42,468 : INFO : EPOCH 10 - PROGRESS: at 53.14% examples, 726946 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:43,472 : INFO : EPOCH 10 - PROGRESS: at 53.46% examples, 727075 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:44,494 : INFO : EPOCH 10 - PROGRESS: at 53.81% examples, 727105 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:45,518 : INFO : EPOCH 10 - PROGRESS: at 54.16% examples, 727120 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:46,524 : INFO : EPOCH 10 - PROGRESS: at 54.54% examples, 727166 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:47,530 : INFO : EPOCH 10 - PROGRESS: at 54.88% examples, 727150 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:48,531 : INFO : EPOCH 10 - PROGRESS: at 55.21% examples, 727164 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:49,532 : INFO : EPOCH 10 - PROGRESS: at 55.57% examples, 727220 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:50,537 : INFO : EPOCH 10 - PROGRESS: at 55.90% examples, 727281 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:51,540 : INFO : EPOCH 10 - PROGRESS: at 56.24% examples, 727332 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:12:52,549 : INFO : EPOCH 10 - PROGRESS: at 56.59% examples, 727285 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:53,561 : INFO : EPOCH 10 - PROGRESS: at 56.93% examples, 727336 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:54,570 : INFO : EPOCH 10 - PROGRESS: at 57.29% examples, 727290 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:55,583 : INFO : EPOCH 10 - PROGRESS: at 57.65% examples, 727278 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:56,593 : INFO : EPOCH 10 - PROGRESS: at 58.00% examples, 727380 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:57,603 : INFO : EPOCH 10 - PROGRESS: at 58.35% examples, 727484 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:58,624 : INFO : EPOCH 10 - PROGRESS: at 58.72% examples, 727476 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:12:59,629 : INFO : EPOCH 10 - PROGRESS: at 59.07% examples, 727519 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:00,633 : INFO : EPOCH 10 - PROGRESS: at 59.42% examples, 727591 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:01,636 : INFO : EPOCH 10 - PROGRESS: at 59.78% examples, 727621 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:02,640 : INFO : EPOCH 10 - PROGRESS: at 60.15% examples, 727676 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:03,648 : INFO : EPOCH 10 - PROGRESS: at 60.52% examples, 727641 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:04,651 : INFO : EPOCH 10 - PROGRESS: at 60.86% examples, 727629 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:05,662 : INFO : EPOCH 10 - PROGRESS: at 61.25% examples, 727630 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:06,665 : INFO : EPOCH 10 - PROGRESS: at 61.60% examples, 727618 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:07,670 : INFO : EPOCH 10 - PROGRESS: at 61.96% examples, 727607 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:08,677 : INFO : EPOCH 10 - PROGRESS: at 62.30% examples, 727665 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:09,694 : INFO : EPOCH 10 - PROGRESS: at 62.65% examples, 727647 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:13:10,694 : INFO : EPOCH 10 - PROGRESS: at 62.98% examples, 727667 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:11,713 : INFO : EPOCH 10 - PROGRESS: at 63.33% examples, 727656 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:12,719 : INFO : EPOCH 10 - PROGRESS: at 63.67% examples, 727702 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:13,719 : INFO : EPOCH 10 - PROGRESS: at 64.01% examples, 727716 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:14,723 : INFO : EPOCH 10 - PROGRESS: at 64.38% examples, 727745 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:13:15,730 : INFO : EPOCH 10 - PROGRESS: at 64.73% examples, 727700 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:16,738 : INFO : EPOCH 10 - PROGRESS: at 65.10% examples, 727684 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:17,747 : INFO : EPOCH 10 - PROGRESS: at 65.44% examples, 727693 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:18,754 : INFO : EPOCH 10 - PROGRESS: at 65.82% examples, 727682 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:13:19,762 : INFO : EPOCH 10 - PROGRESS: at 66.17% examples, 727733 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:20,778 : INFO : EPOCH 10 - PROGRESS: at 66.49% examples, 727716 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:21,792 : INFO : EPOCH 10 - PROGRESS: at 66.86% examples, 727730 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:22,802 : INFO : EPOCH 10 - PROGRESS: at 67.23% examples, 727804 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:23,813 : INFO : EPOCH 10 - PROGRESS: at 67.57% examples, 727799 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:24,833 : INFO : EPOCH 10 - PROGRESS: at 67.94% examples, 727771 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:25,833 : INFO : EPOCH 10 - PROGRESS: at 68.30% examples, 727786 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:26,834 : INFO : EPOCH 10 - PROGRESS: at 68.64% examples, 727782 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:27,846 : INFO : EPOCH 10 - PROGRESS: at 69.00% examples, 727707 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:28,848 : INFO : EPOCH 10 - PROGRESS: at 69.39% examples, 727695 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:29,852 : INFO : EPOCH 10 - PROGRESS: at 69.74% examples, 727693 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:30,853 : INFO : EPOCH 10 - PROGRESS: at 70.10% examples, 727786 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:31,854 : INFO : EPOCH 10 - PROGRESS: at 70.44% examples, 727782 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:32,855 : INFO : EPOCH 10 - PROGRESS: at 70.79% examples, 727797 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:33,882 : INFO : EPOCH 10 - PROGRESS: at 71.15% examples, 727775 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:34,890 : INFO : EPOCH 10 - PROGRESS: at 71.51% examples, 727784 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:35,904 : INFO : EPOCH 10 - PROGRESS: at 71.87% examples, 727814 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:36,905 : INFO : EPOCH 10 - PROGRESS: at 72.24% examples, 727826 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:37,912 : INFO : EPOCH 10 - PROGRESS: at 72.60% examples, 727834 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:38,915 : INFO : EPOCH 10 - PROGRESS: at 72.95% examples, 727872 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:13:39,917 : INFO : EPOCH 10 - PROGRESS: at 73.30% examples, 727882 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:40,933 : INFO : EPOCH 10 - PROGRESS: at 73.68% examples, 727824 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:13:41,938 : INFO : EPOCH 10 - PROGRESS: at 74.05% examples, 727823 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:42,947 : INFO : EPOCH 10 - PROGRESS: at 74.41% examples, 727779 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:43,950 : INFO : EPOCH 10 - PROGRESS: at 74.76% examples, 727817 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:44,953 : INFO : EPOCH 10 - PROGRESS: at 75.13% examples, 727802 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:45,957 : INFO : EPOCH 10 - PROGRESS: at 75.47% examples, 727814 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:46,974 : INFO : EPOCH 10 - PROGRESS: at 75.82% examples, 727770 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:47,978 : INFO : EPOCH 10 - PROGRESS: at 76.17% examples, 727766 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:48,995 : INFO : EPOCH 10 - PROGRESS: at 76.51% examples, 727698 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:49,996 : INFO : EPOCH 10 - PROGRESS: at 76.84% examples, 727724 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:51,009 : INFO : EPOCH 10 - PROGRESS: at 77.23% examples, 727716 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:52,016 : INFO : EPOCH 10 - PROGRESS: at 77.57% examples, 727741 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:53,038 : INFO : EPOCH 10 - PROGRESS: at 77.95% examples, 727711 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:54,045 : INFO : EPOCH 10 - PROGRESS: at 78.28% examples, 727730 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:55,049 : INFO : EPOCH 10 - PROGRESS: at 78.63% examples, 727781 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:56,056 : INFO : EPOCH 10 - PROGRESS: at 79.00% examples, 727701 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:57,063 : INFO : EPOCH 10 - PROGRESS: at 79.37% examples, 727673 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:58,064 : INFO : EPOCH 10 - PROGRESS: at 79.71% examples, 727663 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:13:59,076 : INFO : EPOCH 10 - PROGRESS: at 80.08% examples, 727674 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:00,098 : INFO : EPOCH 10 - PROGRESS: at 80.42% examples, 727661 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:01,099 : INFO : EPOCH 10 - PROGRESS: at 80.77% examples, 727663 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:02,100 : INFO : EPOCH 10 - PROGRESS: at 81.13% examples, 727657 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:03,102 : INFO : EPOCH 10 - PROGRESS: at 81.47% examples, 727663 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:04,104 : INFO : EPOCH 10 - PROGRESS: at 81.83% examples, 727659 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:05,108 : INFO : EPOCH 10 - PROGRESS: at 82.17% examples, 727691 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:14:06,111 : INFO : EPOCH 10 - PROGRESS: at 82.50% examples, 727718 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:07,113 : INFO : EPOCH 10 - PROGRESS: at 82.87% examples, 727731 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:08,116 : INFO : EPOCH 10 - PROGRESS: at 83.20% examples, 727787 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:09,120 : INFO : EPOCH 10 - PROGRESS: at 83.56% examples, 727799 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:10,136 : INFO : EPOCH 10 - PROGRESS: at 83.89% examples, 727783 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:11,140 : INFO : EPOCH 10 - PROGRESS: at 84.26% examples, 727785 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:12,164 : INFO : EPOCH 10 - PROGRESS: at 84.64% examples, 727734 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:13,171 : INFO : EPOCH 10 - PROGRESS: at 85.00% examples, 727726 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:14,175 : INFO : EPOCH 10 - PROGRESS: at 85.35% examples, 727752 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:15,185 : INFO : EPOCH 10 - PROGRESS: at 85.72% examples, 727752 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:14:16,193 : INFO : EPOCH 10 - PROGRESS: at 86.07% examples, 727751 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:17,194 : INFO : EPOCH 10 - PROGRESS: at 86.41% examples, 727736 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:18,205 : INFO : EPOCH 10 - PROGRESS: at 86.76% examples, 727795 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:14:19,206 : INFO : EPOCH 10 - PROGRESS: at 87.12% examples, 727704 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:20,207 : INFO : EPOCH 10 - PROGRESS: at 87.45% examples, 727535 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:21,212 : INFO : EPOCH 10 - PROGRESS: at 87.79% examples, 727383 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:22,215 : INFO : EPOCH 10 - PROGRESS: at 88.11% examples, 727126 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:23,232 : INFO : EPOCH 10 - PROGRESS: at 88.40% examples, 726541 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:24,240 : INFO : EPOCH 10 - PROGRESS: at 88.76% examples, 726555 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:25,242 : INFO : EPOCH 10 - PROGRESS: at 89.11% examples, 726542 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:26,247 : INFO : EPOCH 10 - PROGRESS: at 89.46% examples, 726572 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:27,248 : INFO : EPOCH 10 - PROGRESS: at 89.85% examples, 726541 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:28,258 : INFO : EPOCH 10 - PROGRESS: at 90.20% examples, 726552 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:29,259 : INFO : EPOCH 10 - PROGRESS: at 90.58% examples, 726545 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:30,259 : INFO : EPOCH 10 - PROGRESS: at 90.94% examples, 726522 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:31,270 : INFO : EPOCH 10 - PROGRESS: at 91.32% examples, 726519 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:32,282 : INFO : EPOCH 10 - PROGRESS: at 91.68% examples, 726542 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:33,299 : INFO : EPOCH 10 - PROGRESS: at 92.05% examples, 726534 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:34,312 : INFO : EPOCH 10 - PROGRESS: at 92.39% examples, 726568 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:35,319 : INFO : EPOCH 10 - PROGRESS: at 92.74% examples, 726585 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:36,320 : INFO : EPOCH 10 - PROGRESS: at 93.09% examples, 726598 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:37,326 : INFO : EPOCH 10 - PROGRESS: at 93.45% examples, 726571 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:38,338 : INFO : EPOCH 10 - PROGRESS: at 93.81% examples, 726606 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:39,338 : INFO : EPOCH 10 - PROGRESS: at 94.15% examples, 726608 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:40,355 : INFO : EPOCH 10 - PROGRESS: at 94.51% examples, 726578 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:41,357 : INFO : EPOCH 10 - PROGRESS: at 94.86% examples, 726616 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:42,375 : INFO : EPOCH 10 - PROGRESS: at 95.18% examples, 726635 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:43,388 : INFO : EPOCH 10 - PROGRESS: at 95.55% examples, 726650 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:44,389 : INFO : EPOCH 10 - PROGRESS: at 95.92% examples, 726650 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:45,392 : INFO : EPOCH 10 - PROGRESS: at 96.27% examples, 726646 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:46,403 : INFO : EPOCH 10 - PROGRESS: at 96.61% examples, 726700 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:47,425 : INFO : EPOCH 10 - PROGRESS: at 96.97% examples, 726729 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:48,437 : INFO : EPOCH 10 - PROGRESS: at 97.34% examples, 726737 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:49,449 : INFO : EPOCH 10 - PROGRESS: at 97.71% examples, 726748 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:50,456 : INFO : EPOCH 10 - PROGRESS: at 98.10% examples, 726765 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:51,465 : INFO : EPOCH 10 - PROGRESS: at 98.48% examples, 726743 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:52,471 : INFO : EPOCH 10 - PROGRESS: at 98.86% examples, 726770 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:53,474 : INFO : EPOCH 10 - PROGRESS: at 99.21% examples, 726797 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:54,486 : INFO : EPOCH 10 - PROGRESS: at 99.56% examples, 726768 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:55,499 : INFO : EPOCH 10 - PROGRESS: at 99.89% examples, 726813 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:14:55,747 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 09:14:55,756 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 09:14:55,763 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 09:14:55,770 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 09:14:55,771 : INFO : EPOCH - 10 : training on 265946082 raw words (206820426 effective words) took 284.6s, 726826 effective words/s
2020-07-24 09:14:56,781 : INFO : EPOCH 11 - PROGRESS: at 0.33% examples, 710345 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:57,784 : INFO : EPOCH 11 - PROGRESS: at 0.71% examples, 715474 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:58,788 : INFO : EPOCH 11 - PROGRESS: at 1.08% examples, 719715 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:14:59,792 : INFO : EPOCH 11 - PROGRESS: at 1.46% examples, 719752 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:00,797 : INFO : EPOCH 11 - PROGRESS: at 1.82% examples, 720089 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:15:01,798 : INFO : EPOCH 11 - PROGRESS: at 2.15% examples, 722872 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:02,799 : INFO : EPOCH 11 - PROGRESS: at 2.50% examples, 722083 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:03,818 : INFO : EPOCH 11 - PROGRESS: at 2.87% examples, 721067 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:04,821 : INFO : EPOCH 11 - PROGRESS: at 3.21% examples, 723533 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:05,823 : INFO : EPOCH 11 - PROGRESS: at 3.53% examples, 723617 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:06,825 : INFO : EPOCH 11 - PROGRESS: at 3.87% examples, 724319 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:07,828 : INFO : EPOCH 11 - PROGRESS: at 4.21% examples, 724932 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:08,833 : INFO : EPOCH 11 - PROGRESS: at 4.56% examples, 725038 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:09,834 : INFO : EPOCH 11 - PROGRESS: at 4.89% examples, 725235 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:10,849 : INFO : EPOCH 11 - PROGRESS: at 5.27% examples, 725230 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:11,851 : INFO : EPOCH 11 - PROGRESS: at 5.63% examples, 725007 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:12,859 : INFO : EPOCH 11 - PROGRESS: at 5.97% examples, 725300 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:13,869 : INFO : EPOCH 11 - PROGRESS: at 6.32% examples, 725531 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:14,890 : INFO : EPOCH 11 - PROGRESS: at 6.69% examples, 725331 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:15,897 : INFO : EPOCH 11 - PROGRESS: at 7.07% examples, 724972 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:16,911 : INFO : EPOCH 11 - PROGRESS: at 7.40% examples, 724791 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:17,911 : INFO : EPOCH 11 - PROGRESS: at 7.75% examples, 724959 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:15:18,920 : INFO : EPOCH 11 - PROGRESS: at 8.09% examples, 725218 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:19,922 : INFO : EPOCH 11 - PROGRESS: at 8.43% examples, 725106 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:20,931 : INFO : EPOCH 11 - PROGRESS: at 8.76% examples, 725183 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:21,944 : INFO : EPOCH 11 - PROGRESS: at 9.12% examples, 724932 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:22,948 : INFO : EPOCH 11 - PROGRESS: at 9.47% examples, 725068 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:15:23,950 : INFO : EPOCH 11 - PROGRESS: at 9.81% examples, 725016 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:24,956 : INFO : EPOCH 11 - PROGRESS: at 10.17% examples, 724941 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:25,972 : INFO : EPOCH 11 - PROGRESS: at 10.50% examples, 725188 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:26,989 : INFO : EPOCH 11 - PROGRESS: at 10.83% examples, 725521 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:27,990 : INFO : EPOCH 11 - PROGRESS: at 11.21% examples, 725932 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:28,992 : INFO : EPOCH 11 - PROGRESS: at 11.57% examples, 725533 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:29,997 : INFO : EPOCH 11 - PROGRESS: at 11.92% examples, 725669 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:31,003 : INFO : EPOCH 11 - PROGRESS: at 12.28% examples, 725677 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:32,019 : INFO : EPOCH 11 - PROGRESS: at 12.63% examples, 725491 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:33,023 : INFO : EPOCH 11 - PROGRESS: at 12.99% examples, 725431 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:34,027 : INFO : EPOCH 11 - PROGRESS: at 13.32% examples, 726047 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:35,032 : INFO : EPOCH 11 - PROGRESS: at 13.69% examples, 725911 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:36,042 : INFO : EPOCH 11 - PROGRESS: at 14.06% examples, 725743 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:37,043 : INFO : EPOCH 11 - PROGRESS: at 14.39% examples, 725848 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:38,046 : INFO : EPOCH 11 - PROGRESS: at 14.72% examples, 725970 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:39,060 : INFO : EPOCH 11 - PROGRESS: at 15.07% examples, 725690 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:40,070 : INFO : EPOCH 11 - PROGRESS: at 15.42% examples, 725728 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:41,089 : INFO : EPOCH 11 - PROGRESS: at 15.77% examples, 725641 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:42,090 : INFO : EPOCH 11 - PROGRESS: at 16.12% examples, 725837 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:43,107 : INFO : EPOCH 11 - PROGRESS: at 16.48% examples, 725932 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:44,109 : INFO : EPOCH 11 - PROGRESS: at 16.84% examples, 725935 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:45,110 : INFO : EPOCH 11 - PROGRESS: at 17.18% examples, 725888 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:46,115 : INFO : EPOCH 11 - PROGRESS: at 17.54% examples, 725789 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:47,121 : INFO : EPOCH 11 - PROGRESS: at 17.89% examples, 725738 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:15:48,125 : INFO : EPOCH 11 - PROGRESS: at 18.25% examples, 725963 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:49,136 : INFO : EPOCH 11 - PROGRESS: at 18.62% examples, 725764 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:50,136 : INFO : EPOCH 11 - PROGRESS: at 18.98% examples, 726107 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:51,137 : INFO : EPOCH 11 - PROGRESS: at 19.34% examples, 726086 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:52,148 : INFO : EPOCH 11 - PROGRESS: at 19.69% examples, 725770 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:53,156 : INFO : EPOCH 11 - PROGRESS: at 20.04% examples, 725975 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:15:54,169 : INFO : EPOCH 11 - PROGRESS: at 20.41% examples, 725716 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:55,173 : INFO : EPOCH 11 - PROGRESS: at 20.73% examples, 725768 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:56,192 : INFO : EPOCH 11 - PROGRESS: at 21.09% examples, 725722 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:57,198 : INFO : EPOCH 11 - PROGRESS: at 21.43% examples, 725874 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:58,211 : INFO : EPOCH 11 - PROGRESS: at 21.75% examples, 726120 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:15:59,211 : INFO : EPOCH 11 - PROGRESS: at 22.11% examples, 726212 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:00,218 : INFO : EPOCH 11 - PROGRESS: at 22.46% examples, 726217 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:16:01,223 : INFO : EPOCH 11 - PROGRESS: at 22.79% examples, 726181 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:02,228 : INFO : EPOCH 11 - PROGRESS: at 23.15% examples, 726258 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:03,232 : INFO : EPOCH 11 - PROGRESS: at 23.52% examples, 726134 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:04,240 : INFO : EPOCH 11 - PROGRESS: at 23.87% examples, 726230 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:05,243 : INFO : EPOCH 11 - PROGRESS: at 24.21% examples, 726281 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:06,259 : INFO : EPOCH 11 - PROGRESS: at 24.56% examples, 726322 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:07,271 : INFO : EPOCH 11 - PROGRESS: at 24.91% examples, 726385 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:08,274 : INFO : EPOCH 11 - PROGRESS: at 25.25% examples, 726377 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:09,287 : INFO : EPOCH 11 - PROGRESS: at 25.62% examples, 726179 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:10,294 : INFO : EPOCH 11 - PROGRESS: at 25.96% examples, 726278 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:11,310 : INFO : EPOCH 11 - PROGRESS: at 26.34% examples, 726398 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:12,311 : INFO : EPOCH 11 - PROGRESS: at 26.70% examples, 726343 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:13,321 : INFO : EPOCH 11 - PROGRESS: at 27.05% examples, 726276 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:14,328 : INFO : EPOCH 11 - PROGRESS: at 27.41% examples, 726244 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:15,331 : INFO : EPOCH 11 - PROGRESS: at 27.79% examples, 726159 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:16,346 : INFO : EPOCH 11 - PROGRESS: at 28.14% examples, 726168 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:17,361 : INFO : EPOCH 11 - PROGRESS: at 28.49% examples, 726289 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:18,371 : INFO : EPOCH 11 - PROGRESS: at 28.86% examples, 726304 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:19,379 : INFO : EPOCH 11 - PROGRESS: at 29.22% examples, 726367 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:16:20,383 : INFO : EPOCH 11 - PROGRESS: at 29.61% examples, 726321 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:21,386 : INFO : EPOCH 11 - PROGRESS: at 29.97% examples, 726333 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:22,387 : INFO : EPOCH 11 - PROGRESS: at 30.29% examples, 726259 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:23,406 : INFO : EPOCH 11 - PROGRESS: at 30.64% examples, 726232 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:24,408 : INFO : EPOCH 11 - PROGRESS: at 30.99% examples, 726304 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:16:25,416 : INFO : EPOCH 11 - PROGRESS: at 31.37% examples, 726236 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:26,419 : INFO : EPOCH 11 - PROGRESS: at 31.72% examples, 726216 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:27,420 : INFO : EPOCH 11 - PROGRESS: at 32.07% examples, 726042 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:28,425 : INFO : EPOCH 11 - PROGRESS: at 32.41% examples, 726094 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:29,437 : INFO : EPOCH 11 - PROGRESS: at 32.76% examples, 726099 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:30,454 : INFO : EPOCH 11 - PROGRESS: at 33.12% examples, 726080 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:31,459 : INFO : EPOCH 11 - PROGRESS: at 33.48% examples, 726123 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:16:32,474 : INFO : EPOCH 11 - PROGRESS: at 33.84% examples, 726186 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:33,484 : INFO : EPOCH 11 - PROGRESS: at 34.19% examples, 726176 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:34,492 : INFO : EPOCH 11 - PROGRESS: at 34.55% examples, 726192 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:35,493 : INFO : EPOCH 11 - PROGRESS: at 34.92% examples, 726283 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:16:36,497 : INFO : EPOCH 11 - PROGRESS: at 35.28% examples, 726213 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:37,516 : INFO : EPOCH 11 - PROGRESS: at 35.63% examples, 726335 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:38,519 : INFO : EPOCH 11 - PROGRESS: at 35.99% examples, 726415 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:39,529 : INFO : EPOCH 11 - PROGRESS: at 36.36% examples, 726319 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:40,533 : INFO : EPOCH 11 - PROGRESS: at 36.71% examples, 726342 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:41,545 : INFO : EPOCH 11 - PROGRESS: at 37.04% examples, 726374 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:42,550 : INFO : EPOCH 11 - PROGRESS: at 37.41% examples, 726402 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:43,557 : INFO : EPOCH 11 - PROGRESS: at 37.77% examples, 726451 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:44,565 : INFO : EPOCH 11 - PROGRESS: at 38.12% examples, 726361 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:45,565 : INFO : EPOCH 11 - PROGRESS: at 38.46% examples, 726435 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:46,572 : INFO : EPOCH 11 - PROGRESS: at 38.80% examples, 726414 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:47,577 : INFO : EPOCH 11 - PROGRESS: at 39.18% examples, 726322 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:48,581 : INFO : EPOCH 11 - PROGRESS: at 39.55% examples, 726391 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:49,599 : INFO : EPOCH 11 - PROGRESS: at 39.90% examples, 726402 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:50,603 : INFO : EPOCH 11 - PROGRESS: at 40.24% examples, 726443 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:51,625 : INFO : EPOCH 11 - PROGRESS: at 40.59% examples, 726425 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:52,633 : INFO : EPOCH 11 - PROGRESS: at 40.95% examples, 726420 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:53,647 : INFO : EPOCH 11 - PROGRESS: at 41.31% examples, 726389 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:54,648 : INFO : EPOCH 11 - PROGRESS: at 41.67% examples, 726455 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:55,656 : INFO : EPOCH 11 - PROGRESS: at 42.00% examples, 726490 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:16:56,670 : INFO : EPOCH 11 - PROGRESS: at 42.33% examples, 726513 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:57,675 : INFO : EPOCH 11 - PROGRESS: at 42.71% examples, 726492 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:58,678 : INFO : EPOCH 11 - PROGRESS: at 43.05% examples, 726446 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:16:59,687 : INFO : EPOCH 11 - PROGRESS: at 43.40% examples, 726104 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:00,699 : INFO : EPOCH 11 - PROGRESS: at 43.75% examples, 725932 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:01,700 : INFO : EPOCH 11 - PROGRESS: at 44.09% examples, 725852 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:02,702 : INFO : EPOCH 11 - PROGRESS: at 44.44% examples, 725682 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:03,717 : INFO : EPOCH 11 - PROGRESS: at 44.76% examples, 725566 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:04,722 : INFO : EPOCH 11 - PROGRESS: at 45.03% examples, 724623 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:05,725 : INFO : EPOCH 11 - PROGRESS: at 45.36% examples, 724195 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:06,745 : INFO : EPOCH 11 - PROGRESS: at 45.71% examples, 724116 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:07,746 : INFO : EPOCH 11 - PROGRESS: at 46.06% examples, 724142 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:08,749 : INFO : EPOCH 11 - PROGRESS: at 46.42% examples, 724148 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:09,753 : INFO : EPOCH 11 - PROGRESS: at 46.79% examples, 724126 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:10,767 : INFO : EPOCH 11 - PROGRESS: at 47.16% examples, 724107 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:11,772 : INFO : EPOCH 11 - PROGRESS: at 47.50% examples, 724110 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:12,783 : INFO : EPOCH 11 - PROGRESS: at 47.89% examples, 724198 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:13,784 : INFO : EPOCH 11 - PROGRESS: at 48.23% examples, 724289 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:14,797 : INFO : EPOCH 11 - PROGRESS: at 48.58% examples, 724276 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:15,800 : INFO : EPOCH 11 - PROGRESS: at 48.96% examples, 724302 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:16,816 : INFO : EPOCH 11 - PROGRESS: at 49.34% examples, 724225 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:17,829 : INFO : EPOCH 11 - PROGRESS: at 49.69% examples, 724270 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:18,839 : INFO : EPOCH 11 - PROGRESS: at 50.05% examples, 724365 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:19,840 : INFO : EPOCH 11 - PROGRESS: at 50.41% examples, 724411 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:20,848 : INFO : EPOCH 11 - PROGRESS: at 50.76% examples, 724368 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:21,853 : INFO : EPOCH 11 - PROGRESS: at 51.12% examples, 724443 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:17:22,859 : INFO : EPOCH 11 - PROGRESS: at 51.48% examples, 724358 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:23,880 : INFO : EPOCH 11 - PROGRESS: at 51.82% examples, 724349 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:24,898 : INFO : EPOCH 11 - PROGRESS: at 52.19% examples, 724416 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:25,915 : INFO : EPOCH 11 - PROGRESS: at 52.55% examples, 724415 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:26,916 : INFO : EPOCH 11 - PROGRESS: at 52.90% examples, 724470 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:27,922 : INFO : EPOCH 11 - PROGRESS: at 53.26% examples, 724590 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:28,925 : INFO : EPOCH 11 - PROGRESS: at 53.58% examples, 724598 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:29,925 : INFO : EPOCH 11 - PROGRESS: at 53.92% examples, 724624 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:30,925 : INFO : EPOCH 11 - PROGRESS: at 54.26% examples, 724675 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:31,940 : INFO : EPOCH 11 - PROGRESS: at 54.65% examples, 724671 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:32,948 : INFO : EPOCH 11 - PROGRESS: at 54.99% examples, 724723 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:17:33,963 : INFO : EPOCH 11 - PROGRESS: at 55.32% examples, 724737 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:34,972 : INFO : EPOCH 11 - PROGRESS: at 55.67% examples, 724731 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:35,981 : INFO : EPOCH 11 - PROGRESS: at 56.00% examples, 724780 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:36,989 : INFO : EPOCH 11 - PROGRESS: at 56.36% examples, 724836 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:37,997 : INFO : EPOCH 11 - PROGRESS: at 56.71% examples, 724753 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:39,008 : INFO : EPOCH 11 - PROGRESS: at 57.05% examples, 724807 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:40,014 : INFO : EPOCH 11 - PROGRESS: at 57.41% examples, 724818 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:17:41,016 : INFO : EPOCH 11 - PROGRESS: at 57.76% examples, 724845 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:42,021 : INFO : EPOCH 11 - PROGRESS: at 58.11% examples, 724899 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:43,035 : INFO : EPOCH 11 - PROGRESS: at 58.46% examples, 724956 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:44,043 : INFO : EPOCH 11 - PROGRESS: at 58.82% examples, 725032 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:45,047 : INFO : EPOCH 11 - PROGRESS: at 59.19% examples, 724998 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:46,051 : INFO : EPOCH 11 - PROGRESS: at 59.52% examples, 725067 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:47,057 : INFO : EPOCH 11 - PROGRESS: at 59.89% examples, 725041 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:17:48,058 : INFO : EPOCH 11 - PROGRESS: at 60.26% examples, 725081 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:49,062 : INFO : EPOCH 11 - PROGRESS: at 60.60% examples, 725124 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:50,068 : INFO : EPOCH 11 - PROGRESS: at 60.96% examples, 725139 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:51,088 : INFO : EPOCH 11 - PROGRESS: at 61.33% examples, 725122 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:52,112 : INFO : EPOCH 11 - PROGRESS: at 61.70% examples, 725155 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:53,119 : INFO : EPOCH 11 - PROGRESS: at 62.07% examples, 725200 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:54,119 : INFO : EPOCH 11 - PROGRESS: at 62.40% examples, 725190 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:55,126 : INFO : EPOCH 11 - PROGRESS: at 62.73% examples, 725238 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:56,130 : INFO : EPOCH 11 - PROGRESS: at 63.06% examples, 725203 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:17:57,136 : INFO : EPOCH 11 - PROGRESS: at 63.43% examples, 725224 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:58,136 : INFO : EPOCH 11 - PROGRESS: at 63.77% examples, 725231 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:17:59,137 : INFO : EPOCH 11 - PROGRESS: at 64.10% examples, 725308 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:00,139 : INFO : EPOCH 11 - PROGRESS: at 64.45% examples, 725267 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:01,142 : INFO : EPOCH 11 - PROGRESS: at 64.82% examples, 725303 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:02,147 : INFO : EPOCH 11 - PROGRESS: at 65.18% examples, 725320 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:03,148 : INFO : EPOCH 11 - PROGRESS: at 65.53% examples, 725289 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:04,165 : INFO : EPOCH 11 - PROGRESS: at 65.90% examples, 725333 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:18:05,169 : INFO : EPOCH 11 - PROGRESS: at 66.25% examples, 725413 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:06,176 : INFO : EPOCH 11 - PROGRESS: at 66.56% examples, 725499 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:07,181 : INFO : EPOCH 11 - PROGRESS: at 66.95% examples, 725468 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:08,184 : INFO : EPOCH 11 - PROGRESS: at 67.29% examples, 725515 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:09,184 : INFO : EPOCH 11 - PROGRESS: at 67.65% examples, 725503 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:10,189 : INFO : EPOCH 11 - PROGRESS: at 68.01% examples, 725448 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:11,191 : INFO : EPOCH 11 - PROGRESS: at 68.37% examples, 725450 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:12,192 : INFO : EPOCH 11 - PROGRESS: at 68.72% examples, 725491 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:13,195 : INFO : EPOCH 11 - PROGRESS: at 69.08% examples, 725446 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:14,201 : INFO : EPOCH 11 - PROGRESS: at 69.45% examples, 725454 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:15,211 : INFO : EPOCH 11 - PROGRESS: at 69.81% examples, 725469 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:16,220 : INFO : EPOCH 11 - PROGRESS: at 70.17% examples, 725478 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:18:17,226 : INFO : EPOCH 11 - PROGRESS: at 70.50% examples, 725493 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:18,229 : INFO : EPOCH 11 - PROGRESS: at 70.85% examples, 725518 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:19,240 : INFO : EPOCH 11 - PROGRESS: at 71.20% examples, 725506 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:20,240 : INFO : EPOCH 11 - PROGRESS: at 71.57% examples, 725508 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:21,243 : INFO : EPOCH 11 - PROGRESS: at 71.92% examples, 725520 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:22,243 : INFO : EPOCH 11 - PROGRESS: at 72.28% examples, 725515 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:23,264 : INFO : EPOCH 11 - PROGRESS: at 72.64% examples, 725484 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:24,269 : INFO : EPOCH 11 - PROGRESS: at 72.99% examples, 725544 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:25,282 : INFO : EPOCH 11 - PROGRESS: at 73.35% examples, 725534 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:26,301 : INFO : EPOCH 11 - PROGRESS: at 73.72% examples, 725517 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:18:27,302 : INFO : EPOCH 11 - PROGRESS: at 74.10% examples, 725518 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:28,309 : INFO : EPOCH 11 - PROGRESS: at 74.46% examples, 725473 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:29,327 : INFO : EPOCH 11 - PROGRESS: at 74.81% examples, 725483 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:30,332 : INFO : EPOCH 11 - PROGRESS: at 75.18% examples, 725509 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:31,333 : INFO : EPOCH 11 - PROGRESS: at 75.53% examples, 725466 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:32,337 : INFO : EPOCH 11 - PROGRESS: at 75.87% examples, 725477 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:33,346 : INFO : EPOCH 11 - PROGRESS: at 76.22% examples, 725525 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:18:34,348 : INFO : EPOCH 11 - PROGRESS: at 76.56% examples, 725521 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:35,354 : INFO : EPOCH 11 - PROGRESS: at 76.89% examples, 725465 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:36,354 : INFO : EPOCH 11 - PROGRESS: at 77.27% examples, 725467 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:37,358 : INFO : EPOCH 11 - PROGRESS: at 77.60% examples, 725472 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:38,369 : INFO : EPOCH 11 - PROGRESS: at 77.98% examples, 725456 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:39,375 : INFO : EPOCH 11 - PROGRESS: at 78.31% examples, 725488 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:40,381 : INFO : EPOCH 11 - PROGRESS: at 78.66% examples, 725455 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:41,381 : INFO : EPOCH 11 - PROGRESS: at 79.03% examples, 725463 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:42,387 : INFO : EPOCH 11 - PROGRESS: at 79.40% examples, 725442 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:43,389 : INFO : EPOCH 11 - PROGRESS: at 79.73% examples, 725439 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:44,392 : INFO : EPOCH 11 - PROGRESS: at 80.09% examples, 725370 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:18:45,408 : INFO : EPOCH 11 - PROGRESS: at 80.44% examples, 725410 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:46,409 : INFO : EPOCH 11 - PROGRESS: at 80.79% examples, 725413 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:47,424 : INFO : EPOCH 11 - PROGRESS: at 81.15% examples, 725398 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:48,425 : INFO : EPOCH 11 - PROGRESS: at 81.49% examples, 725427 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:49,428 : INFO : EPOCH 11 - PROGRESS: at 81.86% examples, 725494 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:50,436 : INFO : EPOCH 11 - PROGRESS: at 82.19% examples, 725537 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:51,466 : INFO : EPOCH 11 - PROGRESS: at 82.53% examples, 725563 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:18:52,476 : INFO : EPOCH 11 - PROGRESS: at 82.92% examples, 725581 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:53,485 : INFO : EPOCH 11 - PROGRESS: at 83.23% examples, 725607 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:54,494 : INFO : EPOCH 11 - PROGRESS: at 83.59% examples, 725612 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:55,496 : INFO : EPOCH 11 - PROGRESS: at 83.93% examples, 725667 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:56,501 : INFO : EPOCH 11 - PROGRESS: at 84.30% examples, 725674 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:57,502 : INFO : EPOCH 11 - PROGRESS: at 84.68% examples, 725652 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:58,505 : INFO : EPOCH 11 - PROGRESS: at 85.03% examples, 725612 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:18:59,512 : INFO : EPOCH 11 - PROGRESS: at 85.38% examples, 725610 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:19:00,515 : INFO : EPOCH 11 - PROGRESS: at 85.74% examples, 725630 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:01,523 : INFO : EPOCH 11 - PROGRESS: at 86.09% examples, 725640 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:02,533 : INFO : EPOCH 11 - PROGRESS: at 86.44% examples, 725624 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:03,560 : INFO : EPOCH 11 - PROGRESS: at 86.78% examples, 725596 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:04,564 : INFO : EPOCH 11 - PROGRESS: at 87.15% examples, 725610 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:05,570 : INFO : EPOCH 11 - PROGRESS: at 87.50% examples, 725604 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:06,571 : INFO : EPOCH 11 - PROGRESS: at 87.85% examples, 725613 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:07,574 : INFO : EPOCH 11 - PROGRESS: at 88.21% examples, 725623 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:08,583 : INFO : EPOCH 11 - PROGRESS: at 88.58% examples, 725598 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:09,586 : INFO : EPOCH 11 - PROGRESS: at 88.93% examples, 725631 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:10,586 : INFO : EPOCH 11 - PROGRESS: at 89.27% examples, 725663 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:11,591 : INFO : EPOCH 11 - PROGRESS: at 89.64% examples, 725678 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:12,596 : INFO : EPOCH 11 - PROGRESS: at 90.01% examples, 725622 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:13,619 : INFO : EPOCH 11 - PROGRESS: at 90.39% examples, 725618 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:14,621 : INFO : EPOCH 11 - PROGRESS: at 90.75% examples, 725624 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:15,633 : INFO : EPOCH 11 - PROGRESS: at 91.13% examples, 725594 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:16,636 : INFO : EPOCH 11 - PROGRESS: at 91.51% examples, 725636 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:17,638 : INFO : EPOCH 11 - PROGRESS: at 91.86% examples, 725631 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:18,642 : INFO : EPOCH 11 - PROGRESS: at 92.21% examples, 725652 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:19:19,651 : INFO : EPOCH 11 - PROGRESS: at 92.55% examples, 725654 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:20,658 : INFO : EPOCH 11 - PROGRESS: at 92.90% examples, 725628 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:21,668 : INFO : EPOCH 11 - PROGRESS: at 93.24% examples, 725626 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:22,670 : INFO : EPOCH 11 - PROGRESS: at 93.60% examples, 725654 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:19:23,674 : INFO : EPOCH 11 - PROGRESS: at 93.95% examples, 725631 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:24,674 : INFO : EPOCH 11 - PROGRESS: at 94.31% examples, 725634 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:25,690 : INFO : EPOCH 11 - PROGRESS: at 94.67% examples, 725589 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:26,696 : INFO : EPOCH 11 - PROGRESS: at 95.00% examples, 725606 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:27,703 : INFO : EPOCH 11 - PROGRESS: at 95.33% examples, 725649 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:28,707 : INFO : EPOCH 11 - PROGRESS: at 95.70% examples, 725605 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:19:29,712 : INFO : EPOCH 11 - PROGRESS: at 96.06% examples, 725625 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:30,744 : INFO : EPOCH 11 - PROGRESS: at 96.41% examples, 725572 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:31,748 : INFO : EPOCH 11 - PROGRESS: at 96.75% examples, 725626 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:32,760 : INFO : EPOCH 11 - PROGRESS: at 97.09% examples, 725632 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:33,762 : INFO : EPOCH 11 - PROGRESS: at 97.47% examples, 725639 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:34,771 : INFO : EPOCH 11 - PROGRESS: at 97.84% examples, 725621 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:35,777 : INFO : EPOCH 11 - PROGRESS: at 98.22% examples, 725627 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:36,784 : INFO : EPOCH 11 - PROGRESS: at 98.61% examples, 725624 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:37,784 : INFO : EPOCH 11 - PROGRESS: at 98.97% examples, 725643 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:38,788 : INFO : EPOCH 11 - PROGRESS: at 99.32% examples, 725608 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:39,795 : INFO : EPOCH 11 - PROGRESS: at 99.65% examples, 725514 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:40,797 : INFO : EPOCH 11 - PROGRESS: at 99.97% examples, 725411 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:40,855 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 09:19:40,861 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 09:19:40,871 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 09:19:40,877 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 09:19:40,877 : INFO : EPOCH - 11 : training on 265946082 raw words (206815225 effective words) took 285.1s, 725405 effective words/s
2020-07-24 09:19:41,885 : INFO : EPOCH 12 - PROGRESS: at 0.32% examples, 677339 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:19:42,891 : INFO : EPOCH 12 - PROGRESS: at 0.65% examples, 643612 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:43,908 : INFO : EPOCH 12 - PROGRESS: at 0.98% examples, 645594 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:44,909 : INFO : EPOCH 12 - PROGRESS: at 1.34% examples, 667129 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:19:45,924 : INFO : EPOCH 12 - PROGRESS: at 1.72% examples, 676212 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:46,936 : INFO : EPOCH 12 - PROGRESS: at 2.07% examples, 686772 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:47,945 : INFO : EPOCH 12 - PROGRESS: at 2.42% examples, 693295 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:48,963 : INFO : EPOCH 12 - PROGRESS: at 2.78% examples, 697464 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:49,972 : INFO : EPOCH 12 - PROGRESS: at 3.13% examples, 700830 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:50,974 : INFO : EPOCH 12 - PROGRESS: at 3.47% examples, 704916 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:51,988 : INFO : EPOCH 12 - PROGRESS: at 3.81% examples, 707864 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:53,005 : INFO : EPOCH 12 - PROGRESS: at 4.14% examples, 709479 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:19:54,012 : INFO : EPOCH 12 - PROGRESS: at 4.50% examples, 711329 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:55,017 : INFO : EPOCH 12 - PROGRESS: at 4.84% examples, 713202 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:56,032 : INFO : EPOCH 12 - PROGRESS: at 5.21% examples, 714566 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:57,048 : INFO : EPOCH 12 - PROGRESS: at 5.59% examples, 715271 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:58,060 : INFO : EPOCH 12 - PROGRESS: at 5.93% examples, 716684 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:19:59,061 : INFO : EPOCH 12 - PROGRESS: at 6.28% examples, 717489 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:00,079 : INFO : EPOCH 12 - PROGRESS: at 6.64% examples, 717606 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:01,091 : INFO : EPOCH 12 - PROGRESS: at 7.03% examples, 717867 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:02,095 : INFO : EPOCH 12 - PROGRESS: at 7.37% examples, 718628 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:20:03,098 : INFO : EPOCH 12 - PROGRESS: at 7.71% examples, 719408 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:04,113 : INFO : EPOCH 12 - PROGRESS: at 8.06% examples, 720199 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:05,126 : INFO : EPOCH 12 - PROGRESS: at 8.40% examples, 720690 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:06,131 : INFO : EPOCH 12 - PROGRESS: at 8.76% examples, 721636 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:07,141 : INFO : EPOCH 12 - PROGRESS: at 9.12% examples, 721896 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:08,152 : INFO : EPOCH 12 - PROGRESS: at 9.47% examples, 722535 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:20:09,158 : INFO : EPOCH 12 - PROGRESS: at 9.82% examples, 722729 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:10,171 : INFO : EPOCH 12 - PROGRESS: at 10.19% examples, 723292 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:11,171 : INFO : EPOCH 12 - PROGRESS: at 10.51% examples, 723878 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:12,194 : INFO : EPOCH 12 - PROGRESS: at 10.85% examples, 724206 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:13,197 : INFO : EPOCH 12 - PROGRESS: at 11.22% examples, 724231 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:14,209 : INFO : EPOCH 12 - PROGRESS: at 11.59% examples, 724331 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:15,210 : INFO : EPOCH 12 - PROGRESS: at 11.94% examples, 724746 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:20:16,225 : INFO : EPOCH 12 - PROGRESS: at 12.31% examples, 725113 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:17,225 : INFO : EPOCH 12 - PROGRESS: at 12.66% examples, 725133 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:18,228 : INFO : EPOCH 12 - PROGRESS: at 13.02% examples, 725541 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:19,235 : INFO : EPOCH 12 - PROGRESS: at 13.36% examples, 726133 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:20,243 : INFO : EPOCH 12 - PROGRESS: at 13.72% examples, 726065 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:21,246 : INFO : EPOCH 12 - PROGRESS: at 14.10% examples, 726099 words/s, in_qsize 8, out_qsize 1
2020-07-24 09:20:22,252 : INFO : EPOCH 12 - PROGRESS: at 14.44% examples, 726051 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:20:23,266 : INFO : EPOCH 12 - PROGRESS: at 14.74% examples, 725609 words/s, in_qsize 8, out_qsize 1
2020-07-24 09:20:24,270 : INFO : EPOCH 12 - PROGRESS: at 15.10% examples, 725734 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:25,281 : INFO : EPOCH 12 - PROGRESS: at 15.46% examples, 725709 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:26,291 : INFO : EPOCH 12 - PROGRESS: at 15.79% examples, 725728 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:20:27,296 : INFO : EPOCH 12 - PROGRESS: at 16.15% examples, 725755 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:28,299 : INFO : EPOCH 12 - PROGRESS: at 16.52% examples, 726271 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:20:29,304 : INFO : EPOCH 12 - PROGRESS: at 16.87% examples, 726236 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:30,314 : INFO : EPOCH 12 - PROGRESS: at 17.22% examples, 726180 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:20:31,315 : INFO : EPOCH 12 - PROGRESS: at 17.59% examples, 726290 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:32,323 : INFO : EPOCH 12 - PROGRESS: at 17.95% examples, 726274 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:33,332 : INFO : EPOCH 12 - PROGRESS: at 18.30% examples, 726300 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:34,342 : INFO : EPOCH 12 - PROGRESS: at 18.67% examples, 726253 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:35,344 : INFO : EPOCH 12 - PROGRESS: at 19.03% examples, 726612 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:36,348 : INFO : EPOCH 12 - PROGRESS: at 19.40% examples, 726737 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:37,360 : INFO : EPOCH 12 - PROGRESS: at 19.75% examples, 726671 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:38,371 : INFO : EPOCH 12 - PROGRESS: at 20.10% examples, 726796 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:39,379 : INFO : EPOCH 12 - PROGRESS: at 20.47% examples, 726913 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:40,381 : INFO : EPOCH 12 - PROGRESS: at 20.79% examples, 726969 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:41,397 : INFO : EPOCH 12 - PROGRESS: at 21.16% examples, 727115 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:42,398 : INFO : EPOCH 12 - PROGRESS: at 21.49% examples, 727394 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:43,406 : INFO : EPOCH 12 - PROGRESS: at 21.82% examples, 727454 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:44,409 : INFO : EPOCH 12 - PROGRESS: at 22.18% examples, 727584 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:45,410 : INFO : EPOCH 12 - PROGRESS: at 22.54% examples, 727636 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:46,426 : INFO : EPOCH 12 - PROGRESS: at 22.86% examples, 727787 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:47,433 : INFO : EPOCH 12 - PROGRESS: at 23.24% examples, 727822 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:48,438 : INFO : EPOCH 12 - PROGRESS: at 23.61% examples, 727769 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:49,442 : INFO : EPOCH 12 - PROGRESS: at 23.97% examples, 727931 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:50,442 : INFO : EPOCH 12 - PROGRESS: at 24.32% examples, 728277 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:51,449 : INFO : EPOCH 12 - PROGRESS: at 24.65% examples, 728286 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:52,457 : INFO : EPOCH 12 - PROGRESS: at 24.99% examples, 728457 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:53,465 : INFO : EPOCH 12 - PROGRESS: at 25.36% examples, 728385 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:54,469 : INFO : EPOCH 12 - PROGRESS: at 25.72% examples, 728469 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:55,474 : INFO : EPOCH 12 - PROGRESS: at 26.08% examples, 728500 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:56,484 : INFO : EPOCH 12 - PROGRESS: at 26.44% examples, 728430 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:20:57,487 : INFO : EPOCH 12 - PROGRESS: at 26.83% examples, 728528 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:58,491 : INFO : EPOCH 12 - PROGRESS: at 27.17% examples, 728605 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:20:59,503 : INFO : EPOCH 12 - PROGRESS: at 27.53% examples, 728576 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:00,510 : INFO : EPOCH 12 - PROGRESS: at 27.90% examples, 728385 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:01,514 : INFO : EPOCH 12 - PROGRESS: at 28.24% examples, 728485 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:02,536 : INFO : EPOCH 12 - PROGRESS: at 28.61% examples, 728597 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:03,544 : INFO : EPOCH 12 - PROGRESS: at 28.97% examples, 728806 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:21:04,546 : INFO : EPOCH 12 - PROGRESS: at 29.35% examples, 728790 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:05,554 : INFO : EPOCH 12 - PROGRESS: at 29.73% examples, 728745 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:21:06,563 : INFO : EPOCH 12 - PROGRESS: at 30.10% examples, 728882 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:21:07,595 : INFO : EPOCH 12 - PROGRESS: at 30.44% examples, 728813 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:21:08,604 : INFO : EPOCH 12 - PROGRESS: at 30.78% examples, 728951 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:09,608 : INFO : EPOCH 12 - PROGRESS: at 31.15% examples, 728880 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:10,610 : INFO : EPOCH 12 - PROGRESS: at 31.51% examples, 728885 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:11,612 : INFO : EPOCH 12 - PROGRESS: at 31.87% examples, 728952 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:21:12,615 : INFO : EPOCH 12 - PROGRESS: at 32.22% examples, 728912 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:13,617 : INFO : EPOCH 12 - PROGRESS: at 32.57% examples, 729059 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:14,618 : INFO : EPOCH 12 - PROGRESS: at 32.92% examples, 729026 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:15,629 : INFO : EPOCH 12 - PROGRESS: at 33.26% examples, 728918 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:16,638 : INFO : EPOCH 12 - PROGRESS: at 33.64% examples, 728941 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:17,640 : INFO : EPOCH 12 - PROGRESS: at 34.01% examples, 729040 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:18,645 : INFO : EPOCH 12 - PROGRESS: at 34.35% examples, 729149 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:19,655 : INFO : EPOCH 12 - PROGRESS: at 34.71% examples, 729127 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:20,673 : INFO : EPOCH 12 - PROGRESS: at 35.09% examples, 729105 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:21,675 : INFO : EPOCH 12 - PROGRESS: at 35.44% examples, 729293 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:21:22,677 : INFO : EPOCH 12 - PROGRESS: at 35.80% examples, 729292 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:21:23,682 : INFO : EPOCH 12 - PROGRESS: at 36.17% examples, 729280 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:24,704 : INFO : EPOCH 12 - PROGRESS: at 36.53% examples, 729203 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:25,710 : INFO : EPOCH 12 - PROGRESS: at 36.88% examples, 729263 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:26,716 : INFO : EPOCH 12 - PROGRESS: at 37.21% examples, 729317 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:27,718 : INFO : EPOCH 12 - PROGRESS: at 37.59% examples, 729373 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:28,718 : INFO : EPOCH 12 - PROGRESS: at 37.94% examples, 729287 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:29,730 : INFO : EPOCH 12 - PROGRESS: at 38.29% examples, 729266 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:30,736 : INFO : EPOCH 12 - PROGRESS: at 38.65% examples, 729314 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:31,759 : INFO : EPOCH 12 - PROGRESS: at 39.00% examples, 729343 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:32,761 : INFO : EPOCH 12 - PROGRESS: at 39.39% examples, 729331 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:33,779 : INFO : EPOCH 12 - PROGRESS: at 39.74% examples, 729387 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:21:34,784 : INFO : EPOCH 12 - PROGRESS: at 40.10% examples, 729569 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:21:35,788 : INFO : EPOCH 12 - PROGRESS: at 40.44% examples, 729626 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:36,795 : INFO : EPOCH 12 - PROGRESS: at 40.80% examples, 729577 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:37,803 : INFO : EPOCH 12 - PROGRESS: at 41.15% examples, 729666 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:38,804 : INFO : EPOCH 12 - PROGRESS: at 41.50% examples, 729720 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:39,811 : INFO : EPOCH 12 - PROGRESS: at 41.86% examples, 729752 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:40,819 : INFO : EPOCH 12 - PROGRESS: at 42.20% examples, 729664 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:41,824 : INFO : EPOCH 12 - PROGRESS: at 42.55% examples, 729715 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:21:42,843 : INFO : EPOCH 12 - PROGRESS: at 42.91% examples, 729727 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:43,851 : INFO : EPOCH 12 - PROGRESS: at 43.28% examples, 729731 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:44,865 : INFO : EPOCH 12 - PROGRESS: at 43.64% examples, 729724 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:45,868 : INFO : EPOCH 12 - PROGRESS: at 43.99% examples, 729742 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:46,884 : INFO : EPOCH 12 - PROGRESS: at 44.36% examples, 729755 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:47,892 : INFO : EPOCH 12 - PROGRESS: at 44.69% examples, 729711 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:21:48,908 : INFO : EPOCH 12 - PROGRESS: at 45.03% examples, 729769 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:49,909 : INFO : EPOCH 12 - PROGRESS: at 45.39% examples, 729819 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:50,914 : INFO : EPOCH 12 - PROGRESS: at 45.74% examples, 729797 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:51,915 : INFO : EPOCH 12 - PROGRESS: at 46.09% examples, 729816 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:52,916 : INFO : EPOCH 12 - PROGRESS: at 46.46% examples, 729818 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:53,923 : INFO : EPOCH 12 - PROGRESS: at 46.83% examples, 729816 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:54,923 : INFO : EPOCH 12 - PROGRESS: at 47.20% examples, 729881 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:21:55,937 : INFO : EPOCH 12 - PROGRESS: at 47.55% examples, 729829 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:56,938 : INFO : EPOCH 12 - PROGRESS: at 47.93% examples, 729908 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:57,943 : INFO : EPOCH 12 - PROGRESS: at 48.27% examples, 729918 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:58,945 : INFO : EPOCH 12 - PROGRESS: at 48.64% examples, 730015 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:21:59,954 : INFO : EPOCH 12 - PROGRESS: at 49.00% examples, 729962 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:00,954 : INFO : EPOCH 12 - PROGRESS: at 49.39% examples, 729947 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:01,962 : INFO : EPOCH 12 - PROGRESS: at 49.73% examples, 729975 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:02,966 : INFO : EPOCH 12 - PROGRESS: at 50.10% examples, 730041 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:03,970 : INFO : EPOCH 12 - PROGRESS: at 50.47% examples, 730051 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:04,979 : INFO : EPOCH 12 - PROGRESS: at 50.82% examples, 730082 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:05,989 : INFO : EPOCH 12 - PROGRESS: at 51.18% examples, 730121 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:07,001 : INFO : EPOCH 12 - PROGRESS: at 51.55% examples, 730083 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:08,020 : INFO : EPOCH 12 - PROGRESS: at 51.90% examples, 730141 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:09,023 : INFO : EPOCH 12 - PROGRESS: at 52.24% examples, 730170 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:10,029 : INFO : EPOCH 12 - PROGRESS: at 52.61% examples, 730125 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:22:11,034 : INFO : EPOCH 12 - PROGRESS: at 52.97% examples, 730094 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:12,053 : INFO : EPOCH 12 - PROGRESS: at 53.32% examples, 730209 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:13,061 : INFO : EPOCH 12 - PROGRESS: at 53.66% examples, 730229 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:14,064 : INFO : EPOCH 12 - PROGRESS: at 54.00% examples, 730301 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:15,069 : INFO : EPOCH 12 - PROGRESS: at 54.36% examples, 730341 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:16,088 : INFO : EPOCH 12 - PROGRESS: at 54.74% examples, 730357 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:17,111 : INFO : EPOCH 12 - PROGRESS: at 55.09% examples, 730373 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:18,115 : INFO : EPOCH 12 - PROGRESS: at 55.42% examples, 730455 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:19,120 : INFO : EPOCH 12 - PROGRESS: at 55.75% examples, 730343 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:20,136 : INFO : EPOCH 12 - PROGRESS: at 56.09% examples, 730189 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:21,142 : INFO : EPOCH 12 - PROGRESS: at 56.43% examples, 730078 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:22,151 : INFO : EPOCH 12 - PROGRESS: at 56.75% examples, 729662 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:23,171 : INFO : EPOCH 12 - PROGRESS: at 57.03% examples, 728824 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:24,178 : INFO : EPOCH 12 - PROGRESS: at 57.40% examples, 728775 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:25,201 : INFO : EPOCH 12 - PROGRESS: at 57.75% examples, 728774 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:26,220 : INFO : EPOCH 12 - PROGRESS: at 58.10% examples, 728836 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:27,224 : INFO : EPOCH 12 - PROGRESS: at 58.46% examples, 728952 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:28,228 : INFO : EPOCH 12 - PROGRESS: at 58.81% examples, 728905 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:29,233 : INFO : EPOCH 12 - PROGRESS: at 59.19% examples, 728914 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:30,245 : INFO : EPOCH 12 - PROGRESS: at 59.53% examples, 729021 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:31,255 : INFO : EPOCH 12 - PROGRESS: at 59.90% examples, 729064 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:32,263 : INFO : EPOCH 12 - PROGRESS: at 60.27% examples, 729090 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:33,272 : INFO : EPOCH 12 - PROGRESS: at 60.61% examples, 729084 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:34,291 : INFO : EPOCH 12 - PROGRESS: at 60.98% examples, 729113 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:35,292 : INFO : EPOCH 12 - PROGRESS: at 61.35% examples, 729133 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:36,297 : INFO : EPOCH 12 - PROGRESS: at 61.71% examples, 729134 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:22:37,304 : INFO : EPOCH 12 - PROGRESS: at 62.09% examples, 729184 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:38,316 : INFO : EPOCH 12 - PROGRESS: at 62.42% examples, 729204 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:39,316 : INFO : EPOCH 12 - PROGRESS: at 62.75% examples, 729218 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:40,317 : INFO : EPOCH 12 - PROGRESS: at 63.09% examples, 729210 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:41,320 : INFO : EPOCH 12 - PROGRESS: at 63.45% examples, 729205 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:42,331 : INFO : EPOCH 12 - PROGRESS: at 63.79% examples, 729219 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:43,341 : INFO : EPOCH 12 - PROGRESS: at 64.14% examples, 729284 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:44,345 : INFO : EPOCH 12 - PROGRESS: at 64.49% examples, 729307 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:45,360 : INFO : EPOCH 12 - PROGRESS: at 64.86% examples, 729268 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:46,372 : INFO : EPOCH 12 - PROGRESS: at 65.23% examples, 729284 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:47,383 : INFO : EPOCH 12 - PROGRESS: at 65.60% examples, 729281 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:48,387 : INFO : EPOCH 12 - PROGRESS: at 65.97% examples, 729343 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:49,390 : INFO : EPOCH 12 - PROGRESS: at 66.30% examples, 729426 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:50,394 : INFO : EPOCH 12 - PROGRESS: at 66.61% examples, 729486 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:22:51,395 : INFO : EPOCH 12 - PROGRESS: at 67.02% examples, 729536 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:52,404 : INFO : EPOCH 12 - PROGRESS: at 67.36% examples, 729516 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:53,410 : INFO : EPOCH 12 - PROGRESS: at 67.72% examples, 729546 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:54,422 : INFO : EPOCH 12 - PROGRESS: at 68.09% examples, 729518 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:55,424 : INFO : EPOCH 12 - PROGRESS: at 68.45% examples, 729544 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:22:56,432 : INFO : EPOCH 12 - PROGRESS: at 68.81% examples, 729577 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:57,438 : INFO : EPOCH 12 - PROGRESS: at 69.17% examples, 729591 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:22:58,449 : INFO : EPOCH 12 - PROGRESS: at 69.54% examples, 729548 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:22:59,459 : INFO : EPOCH 12 - PROGRESS: at 69.91% examples, 729568 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:00,465 : INFO : EPOCH 12 - PROGRESS: at 70.26% examples, 729609 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:01,471 : INFO : EPOCH 12 - PROGRESS: at 70.58% examples, 729640 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:02,488 : INFO : EPOCH 12 - PROGRESS: at 70.96% examples, 729643 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:03,488 : INFO : EPOCH 12 - PROGRESS: at 71.32% examples, 729661 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:04,490 : INFO : EPOCH 12 - PROGRESS: at 71.68% examples, 729661 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:23:05,494 : INFO : EPOCH 12 - PROGRESS: at 72.04% examples, 729675 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:06,500 : INFO : EPOCH 12 - PROGRESS: at 72.40% examples, 729651 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:07,502 : INFO : EPOCH 12 - PROGRESS: at 72.76% examples, 729677 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:08,504 : INFO : EPOCH 12 - PROGRESS: at 73.11% examples, 729644 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:09,526 : INFO : EPOCH 12 - PROGRESS: at 73.47% examples, 729665 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:10,531 : INFO : EPOCH 12 - PROGRESS: at 73.85% examples, 729687 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:11,531 : INFO : EPOCH 12 - PROGRESS: at 74.23% examples, 729659 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:23:12,541 : INFO : EPOCH 12 - PROGRESS: at 74.60% examples, 729668 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:13,550 : INFO : EPOCH 12 - PROGRESS: at 74.94% examples, 729755 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:14,556 : INFO : EPOCH 12 - PROGRESS: at 75.31% examples, 729749 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:15,558 : INFO : EPOCH 12 - PROGRESS: at 75.67% examples, 729786 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:16,569 : INFO : EPOCH 12 - PROGRESS: at 76.02% examples, 729745 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:17,570 : INFO : EPOCH 12 - PROGRESS: at 76.36% examples, 729772 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:18,571 : INFO : EPOCH 12 - PROGRESS: at 76.69% examples, 729853 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:19,583 : INFO : EPOCH 12 - PROGRESS: at 77.05% examples, 729816 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:20,610 : INFO : EPOCH 12 - PROGRESS: at 77.41% examples, 729803 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:21,625 : INFO : EPOCH 12 - PROGRESS: at 77.78% examples, 729872 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:23:22,635 : INFO : EPOCH 12 - PROGRESS: at 78.16% examples, 729847 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:23:23,645 : INFO : EPOCH 12 - PROGRESS: at 78.48% examples, 729859 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:24,657 : INFO : EPOCH 12 - PROGRESS: at 78.84% examples, 729874 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:25,658 : INFO : EPOCH 12 - PROGRESS: at 79.22% examples, 729811 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:26,661 : INFO : EPOCH 12 - PROGRESS: at 79.58% examples, 729805 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:27,664 : INFO : EPOCH 12 - PROGRESS: at 79.93% examples, 729775 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:28,686 : INFO : EPOCH 12 - PROGRESS: at 80.29% examples, 729761 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:29,692 : INFO : EPOCH 12 - PROGRESS: at 80.64% examples, 729770 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:23:30,705 : INFO : EPOCH 12 - PROGRESS: at 81.00% examples, 729765 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:31,716 : INFO : EPOCH 12 - PROGRESS: at 81.35% examples, 729796 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:32,727 : INFO : EPOCH 12 - PROGRESS: at 81.70% examples, 729805 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:33,738 : INFO : EPOCH 12 - PROGRESS: at 82.05% examples, 729842 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:34,743 : INFO : EPOCH 12 - PROGRESS: at 82.39% examples, 729923 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:35,759 : INFO : EPOCH 12 - PROGRESS: at 82.74% examples, 729898 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:36,765 : INFO : EPOCH 12 - PROGRESS: at 83.10% examples, 729929 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:37,766 : INFO : EPOCH 12 - PROGRESS: at 83.44% examples, 729971 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:38,768 : INFO : EPOCH 12 - PROGRESS: at 83.78% examples, 729987 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:39,777 : INFO : EPOCH 12 - PROGRESS: at 84.15% examples, 729979 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:40,781 : INFO : EPOCH 12 - PROGRESS: at 84.52% examples, 729926 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:41,783 : INFO : EPOCH 12 - PROGRESS: at 84.89% examples, 729932 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:42,800 : INFO : EPOCH 12 - PROGRESS: at 85.23% examples, 729926 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:23:43,803 : INFO : EPOCH 12 - PROGRESS: at 85.59% examples, 729934 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:44,804 : INFO : EPOCH 12 - PROGRESS: at 85.95% examples, 729904 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:45,813 : INFO : EPOCH 12 - PROGRESS: at 86.31% examples, 729900 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:46,827 : INFO : EPOCH 12 - PROGRESS: at 86.64% examples, 729942 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:47,828 : INFO : EPOCH 12 - PROGRESS: at 87.01% examples, 729934 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:48,842 : INFO : EPOCH 12 - PROGRESS: at 87.37% examples, 729928 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:49,859 : INFO : EPOCH 12 - PROGRESS: at 87.74% examples, 729903 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:50,871 : INFO : EPOCH 12 - PROGRESS: at 88.09% examples, 729908 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:23:51,874 : INFO : EPOCH 12 - PROGRESS: at 88.46% examples, 729945 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:52,885 : INFO : EPOCH 12 - PROGRESS: at 88.81% examples, 729936 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:53,896 : INFO : EPOCH 12 - PROGRESS: at 89.17% examples, 729910 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:54,898 : INFO : EPOCH 12 - PROGRESS: at 89.52% examples, 729934 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:55,906 : INFO : EPOCH 12 - PROGRESS: at 89.91% examples, 729890 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:56,910 : INFO : EPOCH 12 - PROGRESS: at 90.27% examples, 729912 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:57,911 : INFO : EPOCH 12 - PROGRESS: at 90.64% examples, 729931 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:58,929 : INFO : EPOCH 12 - PROGRESS: at 91.02% examples, 729934 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:23:59,936 : INFO : EPOCH 12 - PROGRESS: at 91.40% examples, 729914 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:00,946 : INFO : EPOCH 12 - PROGRESS: at 91.77% examples, 729946 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:01,949 : INFO : EPOCH 12 - PROGRESS: at 92.12% examples, 729936 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:02,956 : INFO : EPOCH 12 - PROGRESS: at 92.45% examples, 729950 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:03,958 : INFO : EPOCH 12 - PROGRESS: at 92.81% examples, 729955 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:04,964 : INFO : EPOCH 12 - PROGRESS: at 93.16% examples, 729968 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:24:05,993 : INFO : EPOCH 12 - PROGRESS: at 93.54% examples, 729928 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:07,002 : INFO : EPOCH 12 - PROGRESS: at 93.89% examples, 729934 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:08,004 : INFO : EPOCH 12 - PROGRESS: at 94.24% examples, 729977 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:09,005 : INFO : EPOCH 12 - PROGRESS: at 94.60% examples, 729964 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:10,013 : INFO : EPOCH 12 - PROGRESS: at 94.94% examples, 729941 words/s, in_qsize 5, out_qsize 2
2020-07-24 09:24:11,018 : INFO : EPOCH 12 - PROGRESS: at 95.26% examples, 730023 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:12,024 : INFO : EPOCH 12 - PROGRESS: at 95.63% examples, 730009 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:13,038 : INFO : EPOCH 12 - PROGRESS: at 96.00% examples, 729991 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:14,042 : INFO : EPOCH 12 - PROGRESS: at 96.35% examples, 729975 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:15,051 : INFO : EPOCH 12 - PROGRESS: at 96.69% examples, 729982 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:16,053 : INFO : EPOCH 12 - PROGRESS: at 97.04% examples, 730016 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:17,057 : INFO : EPOCH 12 - PROGRESS: at 97.42% examples, 730050 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:18,062 : INFO : EPOCH 12 - PROGRESS: at 97.79% examples, 730067 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:19,074 : INFO : EPOCH 12 - PROGRESS: at 98.17% examples, 730070 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:20,083 : INFO : EPOCH 12 - PROGRESS: at 98.57% examples, 730048 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:21,089 : INFO : EPOCH 12 - PROGRESS: at 98.93% examples, 730059 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:22,104 : INFO : EPOCH 12 - PROGRESS: at 99.30% examples, 730049 words/s, in_qsize 8, out_qsize 1
2020-07-24 09:24:23,114 : INFO : EPOCH 12 - PROGRESS: at 99.64% examples, 730062 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:24,121 : INFO : EPOCH 12 - PROGRESS: at 99.98% examples, 730093 words/s, in_qsize 4, out_qsize 0
2020-07-24 09:24:24,127 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 09:24:24,145 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 09:24:24,149 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 09:24:24,155 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 09:24:24,155 : INFO : EPOCH - 12 : training on 265946082 raw words (206816478 effective words) took 283.3s, 730098 effective words/s
2020-07-24 09:24:25,161 : INFO : EPOCH 13 - PROGRESS: at 0.33% examples, 713928 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:26,167 : INFO : EPOCH 13 - PROGRESS: at 0.71% examples, 719189 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:27,173 : INFO : EPOCH 13 - PROGRESS: at 1.08% examples, 719664 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:28,173 : INFO : EPOCH 13 - PROGRESS: at 1.46% examples, 722116 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:29,175 : INFO : EPOCH 13 - PROGRESS: at 1.82% examples, 721800 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:30,179 : INFO : EPOCH 13 - PROGRESS: at 2.15% examples, 724259 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:31,191 : INFO : EPOCH 13 - PROGRESS: at 2.52% examples, 724669 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:24:32,195 : INFO : EPOCH 13 - PROGRESS: at 2.89% examples, 725724 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:33,201 : INFO : EPOCH 13 - PROGRESS: at 3.22% examples, 726982 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:34,206 : INFO : EPOCH 13 - PROGRESS: at 3.55% examples, 726569 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:35,206 : INFO : EPOCH 13 - PROGRESS: at 3.89% examples, 727821 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:36,207 : INFO : EPOCH 13 - PROGRESS: at 4.23% examples, 728403 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:37,220 : INFO : EPOCH 13 - PROGRESS: at 4.59% examples, 729119 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:38,221 : INFO : EPOCH 13 - PROGRESS: at 4.92% examples, 729059 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:39,222 : INFO : EPOCH 13 - PROGRESS: at 5.29% examples, 728566 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:40,232 : INFO : EPOCH 13 - PROGRESS: at 5.65% examples, 728226 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:41,234 : INFO : EPOCH 13 - PROGRESS: at 5.99% examples, 728205 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:42,236 : INFO : EPOCH 13 - PROGRESS: at 6.34% examples, 727933 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:43,247 : INFO : EPOCH 13 - PROGRESS: at 6.71% examples, 727830 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:44,251 : INFO : EPOCH 13 - PROGRESS: at 7.08% examples, 727688 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:45,257 : INFO : EPOCH 13 - PROGRESS: at 7.41% examples, 727565 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:46,260 : INFO : EPOCH 13 - PROGRESS: at 7.76% examples, 727397 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:47,261 : INFO : EPOCH 13 - PROGRESS: at 8.10% examples, 727486 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:48,273 : INFO : EPOCH 13 - PROGRESS: at 8.45% examples, 727731 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:49,281 : INFO : EPOCH 13 - PROGRESS: at 8.79% examples, 728072 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:50,291 : INFO : EPOCH 13 - PROGRESS: at 9.15% examples, 727801 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:51,305 : INFO : EPOCH 13 - PROGRESS: at 9.49% examples, 728001 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:52,310 : INFO : EPOCH 13 - PROGRESS: at 9.84% examples, 728157 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:24:53,315 : INFO : EPOCH 13 - PROGRESS: at 10.21% examples, 728342 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:54,316 : INFO : EPOCH 13 - PROGRESS: at 10.54% examples, 728740 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:55,322 : INFO : EPOCH 13 - PROGRESS: at 10.87% examples, 729073 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:24:56,330 : INFO : EPOCH 13 - PROGRESS: at 11.25% examples, 728880 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:24:57,342 : INFO : EPOCH 13 - PROGRESS: at 11.61% examples, 728702 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:24:58,347 : INFO : EPOCH 13 - PROGRESS: at 11.96% examples, 728927 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:24:59,349 : INFO : EPOCH 13 - PROGRESS: at 12.31% examples, 728437 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:00,354 : INFO : EPOCH 13 - PROGRESS: at 12.65% examples, 727668 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:01,358 : INFO : EPOCH 13 - PROGRESS: at 13.00% examples, 726874 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:02,365 : INFO : EPOCH 13 - PROGRESS: at 13.29% examples, 725184 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:03,365 : INFO : EPOCH 13 - PROGRESS: at 13.59% examples, 721935 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:04,369 : INFO : EPOCH 13 - PROGRESS: at 13.96% examples, 721708 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:05,385 : INFO : EPOCH 13 - PROGRESS: at 14.32% examples, 721760 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:06,386 : INFO : EPOCH 13 - PROGRESS: at 14.64% examples, 722203 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:25:07,388 : INFO : EPOCH 13 - PROGRESS: at 14.98% examples, 722240 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:08,402 : INFO : EPOCH 13 - PROGRESS: at 15.32% examples, 722461 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:09,406 : INFO : EPOCH 13 - PROGRESS: at 15.67% examples, 722517 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:10,412 : INFO : EPOCH 13 - PROGRESS: at 16.04% examples, 722650 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:11,424 : INFO : EPOCH 13 - PROGRESS: at 16.40% examples, 722879 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:25:12,434 : INFO : EPOCH 13 - PROGRESS: at 16.75% examples, 722947 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:13,435 : INFO : EPOCH 13 - PROGRESS: at 17.10% examples, 722918 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:14,439 : INFO : EPOCH 13 - PROGRESS: at 17.46% examples, 722959 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:15,456 : INFO : EPOCH 13 - PROGRESS: at 17.82% examples, 723122 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:16,465 : INFO : EPOCH 13 - PROGRESS: at 18.17% examples, 723418 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:17,475 : INFO : EPOCH 13 - PROGRESS: at 18.56% examples, 723485 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:18,475 : INFO : EPOCH 13 - PROGRESS: at 18.90% examples, 723557 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:25:19,480 : INFO : EPOCH 13 - PROGRESS: at 19.26% examples, 723729 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:20,498 : INFO : EPOCH 13 - PROGRESS: at 19.63% examples, 723597 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:21,520 : INFO : EPOCH 13 - PROGRESS: at 19.97% examples, 723928 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:22,547 : INFO : EPOCH 13 - PROGRESS: at 20.35% examples, 724025 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:23,553 : INFO : EPOCH 13 - PROGRESS: at 20.68% examples, 724198 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:24,565 : INFO : EPOCH 13 - PROGRESS: at 21.04% examples, 724206 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:25,571 : INFO : EPOCH 13 - PROGRESS: at 21.37% examples, 724362 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:26,572 : INFO : EPOCH 13 - PROGRESS: at 21.71% examples, 724631 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:27,573 : INFO : EPOCH 13 - PROGRESS: at 22.06% examples, 724850 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:28,590 : INFO : EPOCH 13 - PROGRESS: at 22.41% examples, 724940 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:29,594 : INFO : EPOCH 13 - PROGRESS: at 22.75% examples, 724921 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:30,607 : INFO : EPOCH 13 - PROGRESS: at 23.12% examples, 725134 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:31,614 : INFO : EPOCH 13 - PROGRESS: at 23.48% examples, 725157 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:32,622 : INFO : EPOCH 13 - PROGRESS: at 23.84% examples, 725317 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:33,625 : INFO : EPOCH 13 - PROGRESS: at 24.19% examples, 725470 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:34,628 : INFO : EPOCH 13 - PROGRESS: at 24.53% examples, 725629 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:35,640 : INFO : EPOCH 13 - PROGRESS: at 24.88% examples, 725689 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:36,662 : INFO : EPOCH 13 - PROGRESS: at 25.23% examples, 725726 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:37,664 : INFO : EPOCH 13 - PROGRESS: at 25.60% examples, 725788 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:25:38,668 : INFO : EPOCH 13 - PROGRESS: at 25.95% examples, 725816 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:39,670 : INFO : EPOCH 13 - PROGRESS: at 26.32% examples, 725895 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:40,672 : INFO : EPOCH 13 - PROGRESS: at 26.67% examples, 725907 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:41,677 : INFO : EPOCH 13 - PROGRESS: at 27.04% examples, 725982 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:42,678 : INFO : EPOCH 13 - PROGRESS: at 27.39% examples, 726072 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:43,695 : INFO : EPOCH 13 - PROGRESS: at 27.77% examples, 725993 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:25:44,699 : INFO : EPOCH 13 - PROGRESS: at 28.13% examples, 726169 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:45,710 : INFO : EPOCH 13 - PROGRESS: at 28.47% examples, 726170 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:46,726 : INFO : EPOCH 13 - PROGRESS: at 28.84% examples, 726197 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:47,728 : INFO : EPOCH 13 - PROGRESS: at 29.21% examples, 726286 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:48,729 : INFO : EPOCH 13 - PROGRESS: at 29.59% examples, 726325 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:49,730 : INFO : EPOCH 13 - PROGRESS: at 29.96% examples, 726383 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:50,731 : INFO : EPOCH 13 - PROGRESS: at 30.29% examples, 726424 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:25:51,734 : INFO : EPOCH 13 - PROGRESS: at 30.63% examples, 726553 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:52,745 : INFO : EPOCH 13 - PROGRESS: at 30.99% examples, 726606 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:53,755 : INFO : EPOCH 13 - PROGRESS: at 31.37% examples, 726614 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:54,756 : INFO : EPOCH 13 - PROGRESS: at 31.73% examples, 726760 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:55,757 : INFO : EPOCH 13 - PROGRESS: at 32.08% examples, 726725 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:56,759 : INFO : EPOCH 13 - PROGRESS: at 32.43% examples, 726792 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:25:57,769 : INFO : EPOCH 13 - PROGRESS: at 32.77% examples, 726831 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:58,780 : INFO : EPOCH 13 - PROGRESS: at 33.13% examples, 726793 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:25:59,780 : INFO : EPOCH 13 - PROGRESS: at 33.50% examples, 726892 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:26:00,786 : INFO : EPOCH 13 - PROGRESS: at 33.84% examples, 726777 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:01,790 : INFO : EPOCH 13 - PROGRESS: at 34.20% examples, 726833 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:02,797 : INFO : EPOCH 13 - PROGRESS: at 34.55% examples, 726776 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:03,807 : INFO : EPOCH 13 - PROGRESS: at 34.92% examples, 726908 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:04,814 : INFO : EPOCH 13 - PROGRESS: at 35.29% examples, 726903 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:26:05,815 : INFO : EPOCH 13 - PROGRESS: at 35.63% examples, 726944 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:06,817 : INFO : EPOCH 13 - PROGRESS: at 35.99% examples, 727032 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:07,824 : INFO : EPOCH 13 - PROGRESS: at 36.36% examples, 726954 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:08,831 : INFO : EPOCH 13 - PROGRESS: at 36.71% examples, 726948 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:09,841 : INFO : EPOCH 13 - PROGRESS: at 37.04% examples, 727048 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:10,841 : INFO : EPOCH 13 - PROGRESS: at 37.41% examples, 727041 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:11,843 : INFO : EPOCH 13 - PROGRESS: at 37.77% examples, 727062 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:12,850 : INFO : EPOCH 13 - PROGRESS: at 38.12% examples, 727025 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:13,851 : INFO : EPOCH 13 - PROGRESS: at 38.46% examples, 727087 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:14,860 : INFO : EPOCH 13 - PROGRESS: at 38.81% examples, 727115 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:15,870 : INFO : EPOCH 13 - PROGRESS: at 39.18% examples, 727108 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:16,877 : INFO : EPOCH 13 - PROGRESS: at 39.56% examples, 727198 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:17,879 : INFO : EPOCH 13 - PROGRESS: at 39.91% examples, 727184 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:18,880 : INFO : EPOCH 13 - PROGRESS: at 40.24% examples, 727118 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:19,889 : INFO : EPOCH 13 - PROGRESS: at 40.59% examples, 727184 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:20,893 : INFO : EPOCH 13 - PROGRESS: at 40.96% examples, 727256 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:21,904 : INFO : EPOCH 13 - PROGRESS: at 41.31% examples, 727169 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:22,907 : INFO : EPOCH 13 - PROGRESS: at 41.67% examples, 727218 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:23,910 : INFO : EPOCH 13 - PROGRESS: at 42.00% examples, 727282 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:24,916 : INFO : EPOCH 13 - PROGRESS: at 42.33% examples, 727348 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:25,922 : INFO : EPOCH 13 - PROGRESS: at 42.71% examples, 727314 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:26,931 : INFO : EPOCH 13 - PROGRESS: at 43.05% examples, 727359 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:27,935 : INFO : EPOCH 13 - PROGRESS: at 43.42% examples, 727359 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:28,940 : INFO : EPOCH 13 - PROGRESS: at 43.77% examples, 727313 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:29,952 : INFO : EPOCH 13 - PROGRESS: at 44.13% examples, 727357 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:30,956 : INFO : EPOCH 13 - PROGRESS: at 44.49% examples, 727419 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:31,956 : INFO : EPOCH 13 - PROGRESS: at 44.83% examples, 727462 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:32,962 : INFO : EPOCH 13 - PROGRESS: at 45.17% examples, 727520 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:33,966 : INFO : EPOCH 13 - PROGRESS: at 45.52% examples, 727515 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:34,968 : INFO : EPOCH 13 - PROGRESS: at 45.87% examples, 727534 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:35,974 : INFO : EPOCH 13 - PROGRESS: at 46.22% examples, 727511 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:26:36,980 : INFO : EPOCH 13 - PROGRESS: at 46.59% examples, 727374 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:37,982 : INFO : EPOCH 13 - PROGRESS: at 46.95% examples, 727388 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:26:38,985 : INFO : EPOCH 13 - PROGRESS: at 47.32% examples, 727450 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:39,987 : INFO : EPOCH 13 - PROGRESS: at 47.68% examples, 727435 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:40,999 : INFO : EPOCH 13 - PROGRESS: at 48.02% examples, 727489 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:42,015 : INFO : EPOCH 13 - PROGRESS: at 48.39% examples, 727505 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:43,019 : INFO : EPOCH 13 - PROGRESS: at 48.76% examples, 727592 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:44,032 : INFO : EPOCH 13 - PROGRESS: at 49.13% examples, 727572 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:45,062 : INFO : EPOCH 13 - PROGRESS: at 49.52% examples, 727470 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:46,069 : INFO : EPOCH 13 - PROGRESS: at 49.85% examples, 727564 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:47,090 : INFO : EPOCH 13 - PROGRESS: at 50.21% examples, 727504 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:48,100 : INFO : EPOCH 13 - PROGRESS: at 50.59% examples, 727591 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:49,101 : INFO : EPOCH 13 - PROGRESS: at 50.94% examples, 727589 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:50,112 : INFO : EPOCH 13 - PROGRESS: at 51.29% examples, 727586 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:26:51,117 : INFO : EPOCH 13 - PROGRESS: at 51.65% examples, 727542 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:26:52,123 : INFO : EPOCH 13 - PROGRESS: at 52.00% examples, 727591 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:53,124 : INFO : EPOCH 13 - PROGRESS: at 52.36% examples, 727605 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:26:54,126 : INFO : EPOCH 13 - PROGRESS: at 52.72% examples, 727681 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:55,134 : INFO : EPOCH 13 - PROGRESS: at 53.08% examples, 727633 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:56,135 : INFO : EPOCH 13 - PROGRESS: at 53.41% examples, 727666 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:57,145 : INFO : EPOCH 13 - PROGRESS: at 53.75% examples, 727760 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:58,154 : INFO : EPOCH 13 - PROGRESS: at 54.09% examples, 727800 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:26:59,165 : INFO : EPOCH 13 - PROGRESS: at 54.48% examples, 727778 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:00,169 : INFO : EPOCH 13 - PROGRESS: at 54.83% examples, 727774 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:01,175 : INFO : EPOCH 13 - PROGRESS: at 55.17% examples, 727821 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:02,180 : INFO : EPOCH 13 - PROGRESS: at 55.51% examples, 727886 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:03,187 : INFO : EPOCH 13 - PROGRESS: at 55.85% examples, 727905 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:04,196 : INFO : EPOCH 13 - PROGRESS: at 56.19% examples, 727985 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:05,212 : INFO : EPOCH 13 - PROGRESS: at 56.54% examples, 727908 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:06,213 : INFO : EPOCH 13 - PROGRESS: at 56.88% examples, 728048 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:07,215 : INFO : EPOCH 13 - PROGRESS: at 57.24% examples, 728014 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:08,231 : INFO : EPOCH 13 - PROGRESS: at 57.61% examples, 728008 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:09,234 : INFO : EPOCH 13 - PROGRESS: at 57.96% examples, 728090 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:10,249 : INFO : EPOCH 13 - PROGRESS: at 58.29% examples, 728064 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:11,252 : INFO : EPOCH 13 - PROGRESS: at 58.66% examples, 728141 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:27:12,255 : INFO : EPOCH 13 - PROGRESS: at 59.01% examples, 728159 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:13,263 : INFO : EPOCH 13 - PROGRESS: at 59.36% examples, 728202 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:14,264 : INFO : EPOCH 13 - PROGRESS: at 59.72% examples, 728220 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:15,265 : INFO : EPOCH 13 - PROGRESS: at 60.09% examples, 728249 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:16,274 : INFO : EPOCH 13 - PROGRESS: at 60.45% examples, 728234 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:17,278 : INFO : EPOCH 13 - PROGRESS: at 60.80% examples, 728251 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:18,285 : INFO : EPOCH 13 - PROGRESS: at 61.18% examples, 728222 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:19,307 : INFO : EPOCH 13 - PROGRESS: at 61.55% examples, 728237 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:27:20,309 : INFO : EPOCH 13 - PROGRESS: at 61.91% examples, 728326 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:21,310 : INFO : EPOCH 13 - PROGRESS: at 62.25% examples, 728340 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:22,316 : INFO : EPOCH 13 - PROGRESS: at 62.59% examples, 728288 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:23,327 : INFO : EPOCH 13 - PROGRESS: at 62.93% examples, 728327 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:24,330 : INFO : EPOCH 13 - PROGRESS: at 63.27% examples, 728318 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:25,341 : INFO : EPOCH 13 - PROGRESS: at 63.61% examples, 728314 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:26,349 : INFO : EPOCH 13 - PROGRESS: at 63.96% examples, 728395 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:27,367 : INFO : EPOCH 13 - PROGRESS: at 64.32% examples, 728381 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:28,367 : INFO : EPOCH 13 - PROGRESS: at 64.67% examples, 728348 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:29,370 : INFO : EPOCH 13 - PROGRESS: at 65.04% examples, 728350 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:30,378 : INFO : EPOCH 13 - PROGRESS: at 65.38% examples, 728332 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:31,378 : INFO : EPOCH 13 - PROGRESS: at 65.77% examples, 728356 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:32,388 : INFO : EPOCH 13 - PROGRESS: at 66.12% examples, 728408 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:33,392 : INFO : EPOCH 13 - PROGRESS: at 66.45% examples, 728446 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:34,399 : INFO : EPOCH 13 - PROGRESS: at 66.79% examples, 728454 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:35,406 : INFO : EPOCH 13 - PROGRESS: at 67.17% examples, 728477 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:36,415 : INFO : EPOCH 13 - PROGRESS: at 67.51% examples, 728499 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:37,419 : INFO : EPOCH 13 - PROGRESS: at 67.87% examples, 728454 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:38,424 : INFO : EPOCH 13 - PROGRESS: at 68.25% examples, 728435 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:39,429 : INFO : EPOCH 13 - PROGRESS: at 68.57% examples, 728228 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:40,437 : INFO : EPOCH 13 - PROGRESS: at 68.91% examples, 728091 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:41,445 : INFO : EPOCH 13 - PROGRESS: at 69.28% examples, 727905 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:42,447 : INFO : EPOCH 13 - PROGRESS: at 69.59% examples, 727385 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:43,458 : INFO : EPOCH 13 - PROGRESS: at 69.91% examples, 726918 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:44,458 : INFO : EPOCH 13 - PROGRESS: at 70.26% examples, 726953 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:45,462 : INFO : EPOCH 13 - PROGRESS: at 70.57% examples, 726974 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:46,467 : INFO : EPOCH 13 - PROGRESS: at 70.94% examples, 726960 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:47,472 : INFO : EPOCH 13 - PROGRESS: at 71.30% examples, 726979 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:48,473 : INFO : EPOCH 13 - PROGRESS: at 71.67% examples, 727008 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:49,478 : INFO : EPOCH 13 - PROGRESS: at 72.03% examples, 727032 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:50,481 : INFO : EPOCH 13 - PROGRESS: at 72.38% examples, 727073 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:51,484 : INFO : EPOCH 13 - PROGRESS: at 72.74% examples, 727076 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:27:52,487 : INFO : EPOCH 13 - PROGRESS: at 73.09% examples, 727080 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:53,502 : INFO : EPOCH 13 - PROGRESS: at 73.46% examples, 727108 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:27:54,508 : INFO : EPOCH 13 - PROGRESS: at 73.83% examples, 727138 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:55,508 : INFO : EPOCH 13 - PROGRESS: at 74.22% examples, 727125 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:56,514 : INFO : EPOCH 13 - PROGRESS: at 74.58% examples, 727104 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:57,520 : INFO : EPOCH 13 - PROGRESS: at 74.91% examples, 727138 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:58,526 : INFO : EPOCH 13 - PROGRESS: at 75.29% examples, 727172 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:27:59,526 : INFO : EPOCH 13 - PROGRESS: at 75.63% examples, 727161 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:00,527 : INFO : EPOCH 13 - PROGRESS: at 75.99% examples, 727164 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:01,535 : INFO : EPOCH 13 - PROGRESS: at 76.33% examples, 727171 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:02,538 : INFO : EPOCH 13 - PROGRESS: at 76.66% examples, 727197 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:03,547 : INFO : EPOCH 13 - PROGRESS: at 77.01% examples, 727213 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:04,557 : INFO : EPOCH 13 - PROGRESS: at 77.37% examples, 727223 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:05,558 : INFO : EPOCH 13 - PROGRESS: at 77.74% examples, 727284 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:06,560 : INFO : EPOCH 13 - PROGRESS: at 78.11% examples, 727279 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:07,562 : INFO : EPOCH 13 - PROGRESS: at 78.43% examples, 727314 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:08,589 : INFO : EPOCH 13 - PROGRESS: at 78.78% examples, 727287 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:09,595 : INFO : EPOCH 13 - PROGRESS: at 79.18% examples, 727241 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:28:10,602 : INFO : EPOCH 13 - PROGRESS: at 79.54% examples, 727268 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:11,604 : INFO : EPOCH 13 - PROGRESS: at 79.88% examples, 727252 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:12,613 : INFO : EPOCH 13 - PROGRESS: at 80.24% examples, 727228 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:13,617 : INFO : EPOCH 13 - PROGRESS: at 80.58% examples, 727295 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:14,621 : INFO : EPOCH 13 - PROGRESS: at 80.96% examples, 727280 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:28:15,624 : INFO : EPOCH 13 - PROGRESS: at 81.29% examples, 727295 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:16,632 : INFO : EPOCH 13 - PROGRESS: at 81.64% examples, 727266 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:28:17,632 : INFO : EPOCH 13 - PROGRESS: at 81.99% examples, 727326 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:18,637 : INFO : EPOCH 13 - PROGRESS: at 82.32% examples, 727329 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:19,643 : INFO : EPOCH 13 - PROGRESS: at 82.67% examples, 727303 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:20,652 : INFO : EPOCH 13 - PROGRESS: at 83.02% examples, 727312 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:21,659 : INFO : EPOCH 13 - PROGRESS: at 83.35% examples, 727341 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:28:22,660 : INFO : EPOCH 13 - PROGRESS: at 83.70% examples, 727331 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:28:23,673 : INFO : EPOCH 13 - PROGRESS: at 84.05% examples, 727308 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:24,675 : INFO : EPOCH 13 - PROGRESS: at 84.43% examples, 727352 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:25,680 : INFO : EPOCH 13 - PROGRESS: at 84.79% examples, 727284 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:26,694 : INFO : EPOCH 13 - PROGRESS: at 85.16% examples, 727300 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:27,706 : INFO : EPOCH 13 - PROGRESS: at 85.50% examples, 727300 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:28,713 : INFO : EPOCH 13 - PROGRESS: at 85.87% examples, 727288 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:29,714 : INFO : EPOCH 13 - PROGRESS: at 86.23% examples, 727322 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:30,728 : INFO : EPOCH 13 - PROGRESS: at 86.55% examples, 727337 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:31,735 : INFO : EPOCH 13 - PROGRESS: at 86.92% examples, 727344 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:28:32,738 : INFO : EPOCH 13 - PROGRESS: at 87.29% examples, 727388 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:33,740 : INFO : EPOCH 13 - PROGRESS: at 87.64% examples, 727399 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:34,746 : INFO : EPOCH 13 - PROGRESS: at 87.99% examples, 727406 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:35,756 : INFO : EPOCH 13 - PROGRESS: at 88.34% examples, 727402 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:36,756 : INFO : EPOCH 13 - PROGRESS: at 88.72% examples, 727402 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:28:37,759 : INFO : EPOCH 13 - PROGRESS: at 89.07% examples, 727437 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:38,760 : INFO : EPOCH 13 - PROGRESS: at 89.41% examples, 727452 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:39,760 : INFO : EPOCH 13 - PROGRESS: at 89.81% examples, 727475 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:40,774 : INFO : EPOCH 13 - PROGRESS: at 90.17% examples, 727452 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:41,775 : INFO : EPOCH 13 - PROGRESS: at 90.55% examples, 727453 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:28:42,785 : INFO : EPOCH 13 - PROGRESS: at 90.91% examples, 727468 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:43,798 : INFO : EPOCH 13 - PROGRESS: at 91.29% examples, 727440 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:44,809 : INFO : EPOCH 13 - PROGRESS: at 91.65% examples, 727458 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:45,812 : INFO : EPOCH 13 - PROGRESS: at 92.01% examples, 727459 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:46,813 : INFO : EPOCH 13 - PROGRESS: at 92.36% examples, 727486 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:47,814 : INFO : EPOCH 13 - PROGRESS: at 92.69% examples, 727509 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:48,815 : INFO : EPOCH 13 - PROGRESS: at 93.05% examples, 727491 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:49,816 : INFO : EPOCH 13 - PROGRESS: at 93.41% examples, 727500 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:50,820 : INFO : EPOCH 13 - PROGRESS: at 93.75% examples, 727485 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:51,835 : INFO : EPOCH 13 - PROGRESS: at 94.11% examples, 727489 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:52,845 : INFO : EPOCH 13 - PROGRESS: at 94.47% examples, 727462 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:53,852 : INFO : EPOCH 13 - PROGRESS: at 94.81% examples, 727484 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:54,859 : INFO : EPOCH 13 - PROGRESS: at 95.15% examples, 727534 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:55,863 : INFO : EPOCH 13 - PROGRESS: at 95.49% examples, 727536 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:56,867 : INFO : EPOCH 13 - PROGRESS: at 95.87% examples, 727525 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:57,883 : INFO : EPOCH 13 - PROGRESS: at 96.23% examples, 727494 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:58,885 : INFO : EPOCH 13 - PROGRESS: at 96.56% examples, 727485 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:28:59,888 : INFO : EPOCH 13 - PROGRESS: at 96.91% examples, 727507 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:00,901 : INFO : EPOCH 13 - PROGRESS: at 97.27% examples, 727478 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:01,911 : INFO : EPOCH 13 - PROGRESS: at 97.64% examples, 727432 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:02,912 : INFO : EPOCH 13 - PROGRESS: at 98.01% examples, 727475 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:03,916 : INFO : EPOCH 13 - PROGRESS: at 98.39% examples, 727458 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:04,917 : INFO : EPOCH 13 - PROGRESS: at 98.78% examples, 727453 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:05,925 : INFO : EPOCH 13 - PROGRESS: at 99.14% examples, 727459 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:06,931 : INFO : EPOCH 13 - PROGRESS: at 99.48% examples, 727483 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:07,932 : INFO : EPOCH 13 - PROGRESS: at 99.83% examples, 727510 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:08,418 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 09:29:08,433 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 09:29:08,434 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 09:29:08,444 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 09:29:08,445 : INFO : EPOCH - 13 : training on 265946082 raw words (206821441 effective words) took 284.3s, 727513 effective words/s
2020-07-24 09:29:09,463 : INFO : EPOCH 14 - PROGRESS: at 0.34% examples, 712305 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:29:10,473 : INFO : EPOCH 14 - PROGRESS: at 0.72% examples, 720372 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:29:11,474 : INFO : EPOCH 14 - PROGRESS: at 1.09% examples, 728901 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:12,475 : INFO : EPOCH 14 - PROGRESS: at 1.47% examples, 726686 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:13,476 : INFO : EPOCH 14 - PROGRESS: at 1.84% examples, 729925 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:14,486 : INFO : EPOCH 14 - PROGRESS: at 2.18% examples, 730675 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:15,496 : INFO : EPOCH 14 - PROGRESS: at 2.53% examples, 729730 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:16,504 : INFO : EPOCH 14 - PROGRESS: at 2.91% examples, 730390 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:17,509 : INFO : EPOCH 14 - PROGRESS: at 3.24% examples, 729992 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:18,512 : INFO : EPOCH 14 - PROGRESS: at 3.58% examples, 731178 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:19,515 : INFO : EPOCH 14 - PROGRESS: at 3.92% examples, 731940 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:20,522 : INFO : EPOCH 14 - PROGRESS: at 4.27% examples, 732480 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:21,527 : INFO : EPOCH 14 - PROGRESS: at 4.62% examples, 732830 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:29:22,529 : INFO : EPOCH 14 - PROGRESS: at 4.95% examples, 733305 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:23,539 : INFO : EPOCH 14 - PROGRESS: at 5.34% examples, 732650 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:24,546 : INFO : EPOCH 14 - PROGRESS: at 5.69% examples, 732093 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:25,552 : INFO : EPOCH 14 - PROGRESS: at 6.04% examples, 732943 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:26,557 : INFO : EPOCH 14 - PROGRESS: at 6.38% examples, 732793 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:27,566 : INFO : EPOCH 14 - PROGRESS: at 6.77% examples, 732286 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:28,566 : INFO : EPOCH 14 - PROGRESS: at 7.12% examples, 731851 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:29,572 : INFO : EPOCH 14 - PROGRESS: at 7.47% examples, 731673 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:30,574 : INFO : EPOCH 14 - PROGRESS: at 7.82% examples, 732041 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:31,583 : INFO : EPOCH 14 - PROGRESS: at 8.15% examples, 731787 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:29:32,588 : INFO : EPOCH 14 - PROGRESS: at 8.50% examples, 731817 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:33,590 : INFO : EPOCH 14 - PROGRESS: at 8.84% examples, 732297 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:34,598 : INFO : EPOCH 14 - PROGRESS: at 9.21% examples, 731849 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:35,603 : INFO : EPOCH 14 - PROGRESS: at 9.54% examples, 731646 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:36,605 : INFO : EPOCH 14 - PROGRESS: at 9.89% examples, 731672 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:37,615 : INFO : EPOCH 14 - PROGRESS: at 10.25% examples, 731768 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:38,617 : INFO : EPOCH 14 - PROGRESS: at 10.58% examples, 731783 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:39,636 : INFO : EPOCH 14 - PROGRESS: at 10.93% examples, 731966 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:40,637 : INFO : EPOCH 14 - PROGRESS: at 11.31% examples, 732104 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:41,644 : INFO : EPOCH 14 - PROGRESS: at 11.66% examples, 732004 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:42,667 : INFO : EPOCH 14 - PROGRESS: at 12.03% examples, 731691 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:43,669 : INFO : EPOCH 14 - PROGRESS: at 12.38% examples, 731792 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:44,672 : INFO : EPOCH 14 - PROGRESS: at 12.73% examples, 732024 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:45,684 : INFO : EPOCH 14 - PROGRESS: at 13.09% examples, 732033 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:46,690 : INFO : EPOCH 14 - PROGRESS: at 13.44% examples, 731996 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:47,697 : INFO : EPOCH 14 - PROGRESS: at 13.81% examples, 732170 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:29:48,712 : INFO : EPOCH 14 - PROGRESS: at 14.18% examples, 731975 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:49,722 : INFO : EPOCH 14 - PROGRESS: at 14.51% examples, 731882 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:50,737 : INFO : EPOCH 14 - PROGRESS: at 14.84% examples, 731841 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:29:51,737 : INFO : EPOCH 14 - PROGRESS: at 15.19% examples, 731902 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:52,741 : INFO : EPOCH 14 - PROGRESS: at 15.54% examples, 731985 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:53,746 : INFO : EPOCH 14 - PROGRESS: at 15.90% examples, 731978 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:54,749 : INFO : EPOCH 14 - PROGRESS: at 16.25% examples, 731846 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:55,750 : INFO : EPOCH 14 - PROGRESS: at 16.62% examples, 732069 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:56,752 : INFO : EPOCH 14 - PROGRESS: at 16.96% examples, 731815 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:57,756 : INFO : EPOCH 14 - PROGRESS: at 17.32% examples, 731681 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:58,776 : INFO : EPOCH 14 - PROGRESS: at 17.67% examples, 731514 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:29:59,781 : INFO : EPOCH 14 - PROGRESS: at 18.04% examples, 731519 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:00,782 : INFO : EPOCH 14 - PROGRESS: at 18.39% examples, 731359 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:01,787 : INFO : EPOCH 14 - PROGRESS: at 18.76% examples, 731276 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:02,790 : INFO : EPOCH 14 - PROGRESS: at 19.11% examples, 731462 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:03,800 : INFO : EPOCH 14 - PROGRESS: at 19.48% examples, 731159 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:04,813 : INFO : EPOCH 14 - PROGRESS: at 19.83% examples, 731345 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:05,836 : INFO : EPOCH 14 - PROGRESS: at 20.20% examples, 731095 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:06,843 : INFO : EPOCH 14 - PROGRESS: at 20.54% examples, 731123 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:07,852 : INFO : EPOCH 14 - PROGRESS: at 20.88% examples, 731155 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:08,857 : INFO : EPOCH 14 - PROGRESS: at 21.24% examples, 731397 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:09,864 : INFO : EPOCH 14 - PROGRESS: at 21.58% examples, 731540 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:10,869 : INFO : EPOCH 14 - PROGRESS: at 21.90% examples, 731801 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:11,873 : INFO : EPOCH 14 - PROGRESS: at 22.28% examples, 731680 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:12,875 : INFO : EPOCH 14 - PROGRESS: at 22.63% examples, 731766 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:13,877 : INFO : EPOCH 14 - PROGRESS: at 22.96% examples, 731734 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:14,882 : INFO : EPOCH 14 - PROGRESS: at 23.31% examples, 731655 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:15,886 : INFO : EPOCH 14 - PROGRESS: at 23.69% examples, 731586 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:16,898 : INFO : EPOCH 14 - PROGRESS: at 24.05% examples, 731557 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:17,909 : INFO : EPOCH 14 - PROGRESS: at 24.39% examples, 731594 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:18,922 : INFO : EPOCH 14 - PROGRESS: at 24.74% examples, 731402 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:19,926 : INFO : EPOCH 14 - PROGRESS: at 25.06% examples, 731089 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:20,932 : INFO : EPOCH 14 - PROGRESS: at 25.40% examples, 730600 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:21,943 : INFO : EPOCH 14 - PROGRESS: at 25.75% examples, 730219 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:22,957 : INFO : EPOCH 14 - PROGRESS: at 26.04% examples, 728403 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:23,958 : INFO : EPOCH 14 - PROGRESS: at 26.37% examples, 727578 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:24,960 : INFO : EPOCH 14 - PROGRESS: at 26.73% examples, 727600 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:25,963 : INFO : EPOCH 14 - PROGRESS: at 27.10% examples, 727762 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:26,974 : INFO : EPOCH 14 - PROGRESS: at 27.45% examples, 727630 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:27,976 : INFO : EPOCH 14 - PROGRESS: at 27.83% examples, 727841 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:28,993 : INFO : EPOCH 14 - PROGRESS: at 28.19% examples, 727877 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:30:30,006 : INFO : EPOCH 14 - PROGRESS: at 28.55% examples, 727939 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:31,011 : INFO : EPOCH 14 - PROGRESS: at 28.91% examples, 728000 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:32,018 : INFO : EPOCH 14 - PROGRESS: at 29.29% examples, 728032 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:33,027 : INFO : EPOCH 14 - PROGRESS: at 29.67% examples, 728056 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:34,032 : INFO : EPOCH 14 - PROGRESS: at 30.03% examples, 728205 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:35,033 : INFO : EPOCH 14 - PROGRESS: at 30.37% examples, 728447 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:36,039 : INFO : EPOCH 14 - PROGRESS: at 30.71% examples, 728426 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:37,055 : INFO : EPOCH 14 - PROGRESS: at 31.09% examples, 728353 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:38,058 : INFO : EPOCH 14 - PROGRESS: at 31.45% examples, 728369 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:39,062 : INFO : EPOCH 14 - PROGRESS: at 31.81% examples, 728382 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:40,065 : INFO : EPOCH 14 - PROGRESS: at 32.15% examples, 728392 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:41,070 : INFO : EPOCH 14 - PROGRESS: at 32.50% examples, 728409 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:42,077 : INFO : EPOCH 14 - PROGRESS: at 32.85% examples, 728387 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:43,089 : INFO : EPOCH 14 - PROGRESS: at 33.21% examples, 728472 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:44,113 : INFO : EPOCH 14 - PROGRESS: at 33.58% examples, 728380 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:45,120 : INFO : EPOCH 14 - PROGRESS: at 33.95% examples, 728411 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:46,129 : INFO : EPOCH 14 - PROGRESS: at 34.30% examples, 728446 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:47,133 : INFO : EPOCH 14 - PROGRESS: at 34.66% examples, 728608 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:48,134 : INFO : EPOCH 14 - PROGRESS: at 35.02% examples, 728628 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:49,141 : INFO : EPOCH 14 - PROGRESS: at 35.38% examples, 728684 words/s, in_qsize 8, out_qsize 0
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2020-07-24 09:30:51,148 : INFO : EPOCH 14 - PROGRESS: at 36.10% examples, 728874 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:30:52,154 : INFO : EPOCH 14 - PROGRESS: at 36.47% examples, 728910 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:30:54,158 : INFO : EPOCH 14 - PROGRESS: at 37.15% examples, 729076 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:30:57,178 : INFO : EPOCH 14 - PROGRESS: at 38.24% examples, 729088 words/s, in_qsize 8, out_qsize 0
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2020-07-24 09:30:59,181 : INFO : EPOCH 14 - PROGRESS: at 38.94% examples, 729238 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:00,188 : INFO : EPOCH 14 - PROGRESS: at 39.32% examples, 729151 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:01,193 : INFO : EPOCH 14 - PROGRESS: at 39.68% examples, 729235 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:02,197 : INFO : EPOCH 14 - PROGRESS: at 40.02% examples, 729268 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:03,198 : INFO : EPOCH 14 - PROGRESS: at 40.37% examples, 729250 words/s, in_qsize 8, out_qsize 0
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2020-07-24 09:31:08,244 : INFO : EPOCH 14 - PROGRESS: at 42.14% examples, 729481 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:31:11,271 : INFO : EPOCH 14 - PROGRESS: at 43.21% examples, 729511 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:31:14,315 : INFO : EPOCH 14 - PROGRESS: at 44.30% examples, 729620 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:15,320 : INFO : EPOCH 14 - PROGRESS: at 44.65% examples, 729690 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:31:16,327 : INFO : EPOCH 14 - PROGRESS: at 44.98% examples, 729833 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:31:19,372 : INFO : EPOCH 14 - PROGRESS: at 46.06% examples, 729823 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:31:22,391 : INFO : EPOCH 14 - PROGRESS: at 47.16% examples, 729917 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:31:25,420 : INFO : EPOCH 14 - PROGRESS: at 48.25% examples, 730057 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:26,432 : INFO : EPOCH 14 - PROGRESS: at 48.61% examples, 730032 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:31:28,435 : INFO : EPOCH 14 - PROGRESS: at 49.36% examples, 730053 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:29,444 : INFO : EPOCH 14 - PROGRESS: at 49.71% examples, 730018 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:30,458 : INFO : EPOCH 14 - PROGRESS: at 50.07% examples, 730047 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:31,464 : INFO : EPOCH 14 - PROGRESS: at 50.44% examples, 730073 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:32,469 : INFO : EPOCH 14 - PROGRESS: at 50.80% examples, 730186 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:33,472 : INFO : EPOCH 14 - PROGRESS: at 51.14% examples, 730155 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:34,475 : INFO : EPOCH 14 - PROGRESS: at 51.52% examples, 730123 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:31:36,492 : INFO : EPOCH 14 - PROGRESS: at 52.22% examples, 730217 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:31:39,515 : INFO : EPOCH 14 - PROGRESS: at 53.29% examples, 730296 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:40,531 : INFO : EPOCH 14 - PROGRESS: at 53.63% examples, 730326 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:31:53,649 : INFO : EPOCH 14 - PROGRESS: at 58.17% examples, 730571 words/s, in_qsize 8, out_qsize 0
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2020-07-24 09:31:55,652 : INFO : EPOCH 14 - PROGRESS: at 58.90% examples, 730607 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:31:57,663 : INFO : EPOCH 14 - PROGRESS: at 59.62% examples, 730720 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:58,675 : INFO : EPOCH 14 - PROGRESS: at 59.99% examples, 730674 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:31:59,676 : INFO : EPOCH 14 - PROGRESS: at 60.35% examples, 730745 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:32:00,690 : INFO : EPOCH 14 - PROGRESS: at 60.69% examples, 730733 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:32:04,721 : INFO : EPOCH 14 - PROGRESS: at 62.16% examples, 730704 words/s, in_qsize 8, out_qsize 0
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2020-07-24 09:32:07,746 : INFO : EPOCH 14 - PROGRESS: at 63.18% examples, 730759 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:32:10,766 : INFO : EPOCH 14 - PROGRESS: at 64.23% examples, 730852 words/s, in_qsize 7, out_qsize 0
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2020-07-24 09:33:14,177 : INFO : EPOCH 14 - PROGRESS: at 86.53% examples, 729580 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:15,183 : INFO : EPOCH 14 - PROGRESS: at 86.90% examples, 729605 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:16,197 : INFO : EPOCH 14 - PROGRESS: at 87.27% examples, 729598 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:17,205 : INFO : EPOCH 14 - PROGRESS: at 87.62% examples, 729641 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:18,220 : INFO : EPOCH 14 - PROGRESS: at 87.98% examples, 729639 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:33:19,231 : INFO : EPOCH 14 - PROGRESS: at 88.33% examples, 729648 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:20,233 : INFO : EPOCH 14 - PROGRESS: at 88.72% examples, 729671 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:21,235 : INFO : EPOCH 14 - PROGRESS: at 89.06% examples, 729710 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:22,251 : INFO : EPOCH 14 - PROGRESS: at 89.41% examples, 729720 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:23,256 : INFO : EPOCH 14 - PROGRESS: at 89.81% examples, 729722 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:24,270 : INFO : EPOCH 14 - PROGRESS: at 90.17% examples, 729693 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:25,278 : INFO : EPOCH 14 - PROGRESS: at 90.55% examples, 729664 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:26,289 : INFO : EPOCH 14 - PROGRESS: at 90.91% examples, 729665 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:27,292 : INFO : EPOCH 14 - PROGRESS: at 91.29% examples, 729696 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:28,295 : INFO : EPOCH 14 - PROGRESS: at 91.65% examples, 729693 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:29,297 : INFO : EPOCH 14 - PROGRESS: at 92.01% examples, 729703 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:30,307 : INFO : EPOCH 14 - PROGRESS: at 92.36% examples, 729716 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:31,315 : INFO : EPOCH 14 - PROGRESS: at 92.71% examples, 729736 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:32,328 : INFO : EPOCH 14 - PROGRESS: at 93.06% examples, 729735 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:33,332 : INFO : EPOCH 14 - PROGRESS: at 93.42% examples, 729755 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:34,335 : INFO : EPOCH 14 - PROGRESS: at 93.78% examples, 729789 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:35,339 : INFO : EPOCH 14 - PROGRESS: at 94.13% examples, 729761 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:33:36,352 : INFO : EPOCH 14 - PROGRESS: at 94.48% examples, 729708 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:33:37,356 : INFO : EPOCH 14 - PROGRESS: at 94.83% examples, 729729 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:38,357 : INFO : EPOCH 14 - PROGRESS: at 95.16% examples, 729779 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:39,358 : INFO : EPOCH 14 - PROGRESS: at 95.51% examples, 729767 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:40,369 : INFO : EPOCH 14 - PROGRESS: at 95.88% examples, 729741 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:33:41,382 : INFO : EPOCH 14 - PROGRESS: at 96.24% examples, 729695 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:33:42,387 : INFO : EPOCH 14 - PROGRESS: at 96.58% examples, 729740 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:43,389 : INFO : EPOCH 14 - PROGRESS: at 96.93% examples, 729736 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:44,398 : INFO : EPOCH 14 - PROGRESS: at 97.30% examples, 729752 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:45,401 : INFO : EPOCH 14 - PROGRESS: at 97.67% examples, 729752 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:46,411 : INFO : EPOCH 14 - PROGRESS: at 98.04% examples, 729751 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:47,423 : INFO : EPOCH 14 - PROGRESS: at 98.43% examples, 729748 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:48,430 : INFO : EPOCH 14 - PROGRESS: at 98.82% examples, 729750 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:49,433 : INFO : EPOCH 14 - PROGRESS: at 99.17% examples, 729782 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:50,437 : INFO : EPOCH 14 - PROGRESS: at 99.53% examples, 729797 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:51,443 : INFO : EPOCH 14 - PROGRESS: at 99.86% examples, 729807 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:51,804 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 09:33:51,813 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 09:33:51,820 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 09:33:51,829 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 09:33:51,830 : INFO : EPOCH - 14 : training on 265946082 raw words (206818499 effective words) took 283.4s, 729821 effective words/s
2020-07-24 09:33:52,845 : INFO : EPOCH 15 - PROGRESS: at 0.33% examples, 706277 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:53,846 : INFO : EPOCH 15 - PROGRESS: at 0.72% examples, 721093 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:54,868 : INFO : EPOCH 15 - PROGRESS: at 1.08% examples, 719486 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:33:55,880 : INFO : EPOCH 15 - PROGRESS: at 1.47% examples, 721197 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:56,883 : INFO : EPOCH 15 - PROGRESS: at 1.84% examples, 725239 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:57,884 : INFO : EPOCH 15 - PROGRESS: at 2.18% examples, 728030 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:58,885 : INFO : EPOCH 15 - PROGRESS: at 2.53% examples, 727106 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:33:59,891 : INFO : EPOCH 15 - PROGRESS: at 2.90% examples, 726671 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:00,892 : INFO : EPOCH 15 - PROGRESS: at 3.22% examples, 726656 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:01,898 : INFO : EPOCH 15 - PROGRESS: at 3.56% examples, 727280 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:02,910 : INFO : EPOCH 15 - PROGRESS: at 3.90% examples, 728594 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:03,915 : INFO : EPOCH 15 - PROGRESS: at 4.25% examples, 728830 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:04,933 : INFO : EPOCH 15 - PROGRESS: at 4.60% examples, 729203 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:05,946 : INFO : EPOCH 15 - PROGRESS: at 4.94% examples, 729392 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:06,956 : INFO : EPOCH 15 - PROGRESS: at 5.32% examples, 728962 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:07,962 : INFO : EPOCH 15 - PROGRESS: at 5.68% examples, 728861 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:08,968 : INFO : EPOCH 15 - PROGRESS: at 6.02% examples, 729316 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:09,974 : INFO : EPOCH 15 - PROGRESS: at 6.37% examples, 729531 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:10,992 : INFO : EPOCH 15 - PROGRESS: at 6.74% examples, 728795 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:12,002 : INFO : EPOCH 15 - PROGRESS: at 7.12% examples, 728927 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:13,007 : INFO : EPOCH 15 - PROGRESS: at 7.46% examples, 729099 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:14,011 : INFO : EPOCH 15 - PROGRESS: at 7.81% examples, 729152 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:15,014 : INFO : EPOCH 15 - PROGRESS: at 8.14% examples, 729496 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:16,023 : INFO : EPOCH 15 - PROGRESS: at 8.49% examples, 729883 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:17,030 : INFO : EPOCH 15 - PROGRESS: at 8.83% examples, 729656 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:18,035 : INFO : EPOCH 15 - PROGRESS: at 9.19% examples, 729395 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:19,040 : INFO : EPOCH 15 - PROGRESS: at 9.54% examples, 729592 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:20,041 : INFO : EPOCH 15 - PROGRESS: at 9.89% examples, 729668 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:21,053 : INFO : EPOCH 15 - PROGRESS: at 10.24% examples, 729815 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:22,066 : INFO : EPOCH 15 - PROGRESS: at 10.57% examples, 729889 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:23,093 : INFO : EPOCH 15 - PROGRESS: at 10.93% examples, 730166 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:24,094 : INFO : EPOCH 15 - PROGRESS: at 11.32% examples, 730552 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:25,112 : INFO : EPOCH 15 - PROGRESS: at 11.67% examples, 730403 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:26,113 : INFO : EPOCH 15 - PROGRESS: at 12.03% examples, 730265 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:27,121 : INFO : EPOCH 15 - PROGRESS: at 12.38% examples, 730688 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:28,139 : INFO : EPOCH 15 - PROGRESS: at 12.74% examples, 730759 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:29,142 : INFO : EPOCH 15 - PROGRESS: at 13.09% examples, 730939 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:30,142 : INFO : EPOCH 15 - PROGRESS: at 13.45% examples, 731153 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:31,155 : INFO : EPOCH 15 - PROGRESS: at 13.81% examples, 730936 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:32,164 : INFO : EPOCH 15 - PROGRESS: at 14.18% examples, 730733 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:33,165 : INFO : EPOCH 15 - PROGRESS: at 14.51% examples, 730962 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:34,181 : INFO : EPOCH 15 - PROGRESS: at 14.84% examples, 730786 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:34:35,183 : INFO : EPOCH 15 - PROGRESS: at 15.18% examples, 730644 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:36,187 : INFO : EPOCH 15 - PROGRESS: at 15.54% examples, 730615 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:34:37,198 : INFO : EPOCH 15 - PROGRESS: at 15.89% examples, 730581 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:38,215 : INFO : EPOCH 15 - PROGRESS: at 16.25% examples, 730515 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:39,220 : INFO : EPOCH 15 - PROGRESS: at 16.62% examples, 730727 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:40,227 : INFO : EPOCH 15 - PROGRESS: at 16.96% examples, 730555 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:41,235 : INFO : EPOCH 15 - PROGRESS: at 17.33% examples, 730699 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:42,239 : INFO : EPOCH 15 - PROGRESS: at 17.69% examples, 730828 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:43,242 : INFO : EPOCH 15 - PROGRESS: at 18.05% examples, 730540 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:44,247 : INFO : EPOCH 15 - PROGRESS: at 18.40% examples, 730573 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:45,249 : INFO : EPOCH 15 - PROGRESS: at 18.77% examples, 730611 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:46,259 : INFO : EPOCH 15 - PROGRESS: at 19.12% examples, 730795 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:47,260 : INFO : EPOCH 15 - PROGRESS: at 19.50% examples, 730659 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:48,272 : INFO : EPOCH 15 - PROGRESS: at 19.84% examples, 730511 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:49,275 : INFO : EPOCH 15 - PROGRESS: at 20.20% examples, 730484 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:50,275 : INFO : EPOCH 15 - PROGRESS: at 20.55% examples, 730780 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:51,285 : INFO : EPOCH 15 - PROGRESS: at 20.88% examples, 730499 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:52,300 : INFO : EPOCH 15 - PROGRESS: at 21.24% examples, 730615 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:53,300 : INFO : EPOCH 15 - PROGRESS: at 21.57% examples, 730757 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:54,306 : INFO : EPOCH 15 - PROGRESS: at 21.89% examples, 730866 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:55,318 : INFO : EPOCH 15 - PROGRESS: at 22.27% examples, 730798 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:56,319 : INFO : EPOCH 15 - PROGRESS: at 22.62% examples, 730929 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:57,321 : INFO : EPOCH 15 - PROGRESS: at 22.96% examples, 730897 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:58,324 : INFO : EPOCH 15 - PROGRESS: at 23.30% examples, 730760 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:34:59,337 : INFO : EPOCH 15 - PROGRESS: at 23.69% examples, 730810 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:00,350 : INFO : EPOCH 15 - PROGRESS: at 24.05% examples, 730806 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:01,361 : INFO : EPOCH 15 - PROGRESS: at 24.39% examples, 730854 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:02,363 : INFO : EPOCH 15 - PROGRESS: at 24.75% examples, 730891 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:03,377 : INFO : EPOCH 15 - PROGRESS: at 25.07% examples, 730974 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:04,380 : INFO : EPOCH 15 - PROGRESS: at 25.43% examples, 730972 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:05,388 : INFO : EPOCH 15 - PROGRESS: at 25.80% examples, 730903 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:06,391 : INFO : EPOCH 15 - PROGRESS: at 26.16% examples, 730824 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:35:07,392 : INFO : EPOCH 15 - PROGRESS: at 26.51% examples, 730840 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:35:08,396 : INFO : EPOCH 15 - PROGRESS: at 26.89% examples, 730696 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:09,407 : INFO : EPOCH 15 - PROGRESS: at 27.24% examples, 730728 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:10,412 : INFO : EPOCH 15 - PROGRESS: at 27.60% examples, 730763 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:11,417 : INFO : EPOCH 15 - PROGRESS: at 27.97% examples, 730766 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:12,428 : INFO : EPOCH 15 - PROGRESS: at 28.32% examples, 730862 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:13,439 : INFO : EPOCH 15 - PROGRESS: at 28.69% examples, 730826 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:14,449 : INFO : EPOCH 15 - PROGRESS: at 29.05% examples, 730934 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:15,460 : INFO : EPOCH 15 - PROGRESS: at 29.43% examples, 730828 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:35:16,461 : INFO : EPOCH 15 - PROGRESS: at 29.80% examples, 730813 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:17,473 : INFO : EPOCH 15 - PROGRESS: at 30.16% examples, 730834 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:18,489 : INFO : EPOCH 15 - PROGRESS: at 30.49% examples, 730791 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:19,489 : INFO : EPOCH 15 - PROGRESS: at 30.84% examples, 730861 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:20,496 : INFO : EPOCH 15 - PROGRESS: at 31.21% examples, 730794 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:21,497 : INFO : EPOCH 15 - PROGRESS: at 31.58% examples, 730779 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:22,514 : INFO : EPOCH 15 - PROGRESS: at 31.93% examples, 730705 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:23,521 : INFO : EPOCH 15 - PROGRESS: at 32.28% examples, 730588 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:24,527 : INFO : EPOCH 15 - PROGRESS: at 32.64% examples, 730602 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:35:25,533 : INFO : EPOCH 15 - PROGRESS: at 32.97% examples, 730714 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:26,548 : INFO : EPOCH 15 - PROGRESS: at 33.34% examples, 730623 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:27,551 : INFO : EPOCH 15 - PROGRESS: at 33.70% examples, 730614 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:28,559 : INFO : EPOCH 15 - PROGRESS: at 34.06% examples, 730622 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:29,572 : INFO : EPOCH 15 - PROGRESS: at 34.40% examples, 730617 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:35:30,580 : INFO : EPOCH 15 - PROGRESS: at 34.78% examples, 730624 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:31,592 : INFO : EPOCH 15 - PROGRESS: at 35.16% examples, 730662 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:35:32,593 : INFO : EPOCH 15 - PROGRESS: at 35.50% examples, 730755 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:35:33,604 : INFO : EPOCH 15 - PROGRESS: at 35.85% examples, 730771 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:35:34,620 : INFO : EPOCH 15 - PROGRESS: at 36.23% examples, 730692 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:35,637 : INFO : EPOCH 15 - PROGRESS: at 36.59% examples, 730617 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:36,644 : INFO : EPOCH 15 - PROGRESS: at 36.94% examples, 730700 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:37,645 : INFO : EPOCH 15 - PROGRESS: at 37.28% examples, 730771 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:38,669 : INFO : EPOCH 15 - PROGRESS: at 37.65% examples, 730555 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:39,670 : INFO : EPOCH 15 - PROGRESS: at 37.99% examples, 730237 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:35:40,680 : INFO : EPOCH 15 - PROGRESS: at 38.32% examples, 730009 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:41,683 : INFO : EPOCH 15 - PROGRESS: at 38.67% examples, 729789 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:42,691 : INFO : EPOCH 15 - PROGRESS: at 38.95% examples, 728630 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:43,703 : INFO : EPOCH 15 - PROGRESS: at 39.29% examples, 727906 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:44,704 : INFO : EPOCH 15 - PROGRESS: at 39.66% examples, 727947 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:45,716 : INFO : EPOCH 15 - PROGRESS: at 40.00% examples, 727969 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:46,718 : INFO : EPOCH 15 - PROGRESS: at 40.34% examples, 727993 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:47,719 : INFO : EPOCH 15 - PROGRESS: at 40.70% examples, 728028 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:48,726 : INFO : EPOCH 15 - PROGRESS: at 41.06% examples, 728016 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:49,735 : INFO : EPOCH 15 - PROGRESS: at 41.41% examples, 728027 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:35:50,748 : INFO : EPOCH 15 - PROGRESS: at 41.77% examples, 728030 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:51,749 : INFO : EPOCH 15 - PROGRESS: at 42.10% examples, 728064 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:35:52,755 : INFO : EPOCH 15 - PROGRESS: at 42.44% examples, 728078 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:53,771 : INFO : EPOCH 15 - PROGRESS: at 42.81% examples, 727997 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:54,790 : INFO : EPOCH 15 - PROGRESS: at 43.16% examples, 727982 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:55,792 : INFO : EPOCH 15 - PROGRESS: at 43.53% examples, 728072 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:56,809 : INFO : EPOCH 15 - PROGRESS: at 43.88% examples, 728054 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:35:57,810 : INFO : EPOCH 15 - PROGRESS: at 44.25% examples, 728163 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:35:58,821 : INFO : EPOCH 15 - PROGRESS: at 44.60% examples, 728276 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:35:59,824 : INFO : EPOCH 15 - PROGRESS: at 44.93% examples, 728323 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:00,837 : INFO : EPOCH 15 - PROGRESS: at 45.28% examples, 728333 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:01,844 : INFO : EPOCH 15 - PROGRESS: at 45.63% examples, 728276 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:36:02,844 : INFO : EPOCH 15 - PROGRESS: at 45.99% examples, 728211 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:03,854 : INFO : EPOCH 15 - PROGRESS: at 46.35% examples, 728170 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:36:04,868 : INFO : EPOCH 15 - PROGRESS: at 46.72% examples, 728128 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:05,878 : INFO : EPOCH 15 - PROGRESS: at 47.08% examples, 728112 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:06,891 : INFO : EPOCH 15 - PROGRESS: at 47.44% examples, 728140 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:07,892 : INFO : EPOCH 15 - PROGRESS: at 47.82% examples, 728120 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:08,894 : INFO : EPOCH 15 - PROGRESS: at 48.15% examples, 728173 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:09,902 : INFO : EPOCH 15 - PROGRESS: at 48.50% examples, 728155 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:10,905 : INFO : EPOCH 15 - PROGRESS: at 48.88% examples, 728126 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:11,912 : INFO : EPOCH 15 - PROGRESS: at 49.25% examples, 728174 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:12,940 : INFO : EPOCH 15 - PROGRESS: at 49.63% examples, 728093 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:13,956 : INFO : EPOCH 15 - PROGRESS: at 49.99% examples, 728175 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:14,960 : INFO : EPOCH 15 - PROGRESS: at 50.33% examples, 728249 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:15,968 : INFO : EPOCH 15 - PROGRESS: at 50.70% examples, 728226 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:16,969 : INFO : EPOCH 15 - PROGRESS: at 51.06% examples, 728248 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:36:17,981 : INFO : EPOCH 15 - PROGRESS: at 51.41% examples, 728259 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:18,994 : INFO : EPOCH 15 - PROGRESS: at 51.78% examples, 728275 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:20,008 : INFO : EPOCH 15 - PROGRESS: at 52.13% examples, 728291 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:21,014 : INFO : EPOCH 15 - PROGRESS: at 52.50% examples, 728331 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:22,015 : INFO : EPOCH 15 - PROGRESS: at 52.84% examples, 728320 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:36:23,022 : INFO : EPOCH 15 - PROGRESS: at 53.20% examples, 728319 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:24,028 : INFO : EPOCH 15 - PROGRESS: at 53.52% examples, 728380 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:25,044 : INFO : EPOCH 15 - PROGRESS: at 53.87% examples, 728412 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:26,047 : INFO : EPOCH 15 - PROGRESS: at 54.23% examples, 728487 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:27,048 : INFO : EPOCH 15 - PROGRESS: at 54.61% examples, 728479 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:36:28,056 : INFO : EPOCH 15 - PROGRESS: at 54.94% examples, 728488 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:29,064 : INFO : EPOCH 15 - PROGRESS: at 55.27% examples, 728466 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:30,080 : INFO : EPOCH 15 - PROGRESS: at 55.63% examples, 728500 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:31,093 : INFO : EPOCH 15 - PROGRESS: at 55.96% examples, 728553 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:32,095 : INFO : EPOCH 15 - PROGRESS: at 56.30% examples, 728566 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:33,115 : INFO : EPOCH 15 - PROGRESS: at 56.68% examples, 728510 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:36:34,131 : INFO : EPOCH 15 - PROGRESS: at 57.01% examples, 728593 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:35,144 : INFO : EPOCH 15 - PROGRESS: at 57.39% examples, 728551 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:36,160 : INFO : EPOCH 15 - PROGRESS: at 57.74% examples, 728568 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:37,166 : INFO : EPOCH 15 - PROGRESS: at 58.09% examples, 728637 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:38,169 : INFO : EPOCH 15 - PROGRESS: at 58.44% examples, 728710 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:39,191 : INFO : EPOCH 15 - PROGRESS: at 58.80% examples, 728708 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:40,206 : INFO : EPOCH 15 - PROGRESS: at 59.18% examples, 728709 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:41,212 : INFO : EPOCH 15 - PROGRESS: at 59.51% examples, 728794 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:42,220 : INFO : EPOCH 15 - PROGRESS: at 59.89% examples, 728838 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:43,227 : INFO : EPOCH 15 - PROGRESS: at 60.25% examples, 728836 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:44,237 : INFO : EPOCH 15 - PROGRESS: at 60.59% examples, 728844 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:45,244 : INFO : EPOCH 15 - PROGRESS: at 60.96% examples, 728857 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:46,266 : INFO : EPOCH 15 - PROGRESS: at 61.33% examples, 728817 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:47,267 : INFO : EPOCH 15 - PROGRESS: at 61.70% examples, 728877 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:48,272 : INFO : EPOCH 15 - PROGRESS: at 62.06% examples, 728869 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:49,279 : INFO : EPOCH 15 - PROGRESS: at 62.40% examples, 728900 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:50,281 : INFO : EPOCH 15 - PROGRESS: at 62.73% examples, 728908 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:51,285 : INFO : EPOCH 15 - PROGRESS: at 63.07% examples, 728967 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:52,293 : INFO : EPOCH 15 - PROGRESS: at 63.44% examples, 728973 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:53,293 : INFO : EPOCH 15 - PROGRESS: at 63.77% examples, 728997 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:54,303 : INFO : EPOCH 15 - PROGRESS: at 64.12% examples, 729030 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:55,312 : INFO : EPOCH 15 - PROGRESS: at 64.47% examples, 729039 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:56,318 : INFO : EPOCH 15 - PROGRESS: at 64.84% examples, 728973 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:57,320 : INFO : EPOCH 15 - PROGRESS: at 65.20% examples, 729016 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:58,323 : INFO : EPOCH 15 - PROGRESS: at 65.55% examples, 728993 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:36:59,328 : INFO : EPOCH 15 - PROGRESS: at 65.92% examples, 728988 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:00,329 : INFO : EPOCH 15 - PROGRESS: at 66.26% examples, 729024 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:01,348 : INFO : EPOCH 15 - PROGRESS: at 66.57% examples, 729030 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:37:02,349 : INFO : EPOCH 15 - PROGRESS: at 66.98% examples, 729056 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:03,370 : INFO : EPOCH 15 - PROGRESS: at 67.31% examples, 729023 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:04,386 : INFO : EPOCH 15 - PROGRESS: at 67.68% examples, 729080 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:05,393 : INFO : EPOCH 15 - PROGRESS: at 68.05% examples, 729093 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:06,399 : INFO : EPOCH 15 - PROGRESS: at 68.40% examples, 729036 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:07,416 : INFO : EPOCH 15 - PROGRESS: at 68.76% examples, 729072 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:37:08,416 : INFO : EPOCH 15 - PROGRESS: at 69.13% examples, 729091 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:09,428 : INFO : EPOCH 15 - PROGRESS: at 69.50% examples, 729066 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:10,438 : INFO : EPOCH 15 - PROGRESS: at 69.87% examples, 729046 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:11,448 : INFO : EPOCH 15 - PROGRESS: at 70.22% examples, 729076 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:37:12,450 : INFO : EPOCH 15 - PROGRESS: at 70.55% examples, 729128 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:13,452 : INFO : EPOCH 15 - PROGRESS: at 70.91% examples, 729104 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:14,460 : INFO : EPOCH 15 - PROGRESS: at 71.26% examples, 729092 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:15,461 : INFO : EPOCH 15 - PROGRESS: at 71.63% examples, 729074 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:16,462 : INFO : EPOCH 15 - PROGRESS: at 71.98% examples, 729062 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:17,488 : INFO : EPOCH 15 - PROGRESS: at 72.34% examples, 729058 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:18,493 : INFO : EPOCH 15 - PROGRESS: at 72.70% examples, 729064 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:19,509 : INFO : EPOCH 15 - PROGRESS: at 73.06% examples, 729041 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:20,519 : INFO : EPOCH 15 - PROGRESS: at 73.42% examples, 729051 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:21,523 : INFO : EPOCH 15 - PROGRESS: at 73.79% examples, 729048 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:22,536 : INFO : EPOCH 15 - PROGRESS: at 74.18% examples, 729024 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:23,540 : INFO : EPOCH 15 - PROGRESS: at 74.54% examples, 729028 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:24,541 : INFO : EPOCH 15 - PROGRESS: at 74.88% examples, 729056 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:25,561 : INFO : EPOCH 15 - PROGRESS: at 75.26% examples, 729055 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:26,575 : INFO : EPOCH 15 - PROGRESS: at 75.61% examples, 729052 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:37:27,580 : INFO : EPOCH 15 - PROGRESS: at 75.97% examples, 729091 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:28,596 : INFO : EPOCH 15 - PROGRESS: at 76.32% examples, 729072 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:29,606 : INFO : EPOCH 15 - PROGRESS: at 76.65% examples, 729102 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:30,607 : INFO : EPOCH 15 - PROGRESS: at 76.99% examples, 729144 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:31,610 : INFO : EPOCH 15 - PROGRESS: at 77.35% examples, 729122 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:32,619 : INFO : EPOCH 15 - PROGRESS: at 77.71% examples, 729098 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:33,627 : INFO : EPOCH 15 - PROGRESS: at 78.09% examples, 729103 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:34,629 : INFO : EPOCH 15 - PROGRESS: at 78.42% examples, 729117 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:35,632 : INFO : EPOCH 15 - PROGRESS: at 78.75% examples, 729075 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:36,640 : INFO : EPOCH 15 - PROGRESS: at 79.14% examples, 728992 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:37,654 : INFO : EPOCH 15 - PROGRESS: at 79.50% examples, 728968 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:38,680 : INFO : EPOCH 15 - PROGRESS: at 79.84% examples, 728904 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:39,680 : INFO : EPOCH 15 - PROGRESS: at 80.19% examples, 728762 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:40,682 : INFO : EPOCH 15 - PROGRESS: at 80.50% examples, 728410 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:41,692 : INFO : EPOCH 15 - PROGRESS: at 80.82% examples, 728101 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:42,695 : INFO : EPOCH 15 - PROGRESS: at 81.15% examples, 727864 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:43,699 : INFO : EPOCH 15 - PROGRESS: at 81.45% examples, 727540 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:44,719 : INFO : EPOCH 15 - PROGRESS: at 81.77% examples, 727232 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:45,735 : INFO : EPOCH 15 - PROGRESS: at 82.10% examples, 727030 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:37:46,738 : INFO : EPOCH 15 - PROGRESS: at 82.39% examples, 726783 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:47,738 : INFO : EPOCH 15 - PROGRESS: at 82.71% examples, 726429 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:48,745 : INFO : EPOCH 15 - PROGRESS: at 83.03% examples, 726157 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:49,753 : INFO : EPOCH 15 - PROGRESS: at 83.34% examples, 725909 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:50,770 : INFO : EPOCH 15 - PROGRESS: at 83.66% examples, 725596 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:37:51,783 : INFO : EPOCH 15 - PROGRESS: at 83.97% examples, 725334 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:52,796 : INFO : EPOCH 15 - PROGRESS: at 84.31% examples, 725046 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:53,819 : INFO : EPOCH 15 - PROGRESS: at 84.66% examples, 724748 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:54,822 : INFO : EPOCH 15 - PROGRESS: at 84.98% examples, 724469 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:55,831 : INFO : EPOCH 15 - PROGRESS: at 85.30% examples, 724212 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:56,837 : INFO : EPOCH 15 - PROGRESS: at 85.61% examples, 723929 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:57,840 : INFO : EPOCH 15 - PROGRESS: at 85.95% examples, 723663 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:58,844 : INFO : EPOCH 15 - PROGRESS: at 86.27% examples, 723431 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:37:59,850 : INFO : EPOCH 15 - PROGRESS: at 86.56% examples, 723186 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:00,850 : INFO : EPOCH 15 - PROGRESS: at 86.89% examples, 722923 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:01,861 : INFO : EPOCH 15 - PROGRESS: at 87.23% examples, 722655 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:02,861 : INFO : EPOCH 15 - PROGRESS: at 87.54% examples, 722425 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:03,862 : INFO : EPOCH 15 - PROGRESS: at 87.87% examples, 722226 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:04,864 : INFO : EPOCH 15 - PROGRESS: at 88.20% examples, 722008 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:05,866 : INFO : EPOCH 15 - PROGRESS: at 88.53% examples, 721776 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:06,867 : INFO : EPOCH 15 - PROGRESS: at 88.84% examples, 721528 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:38:07,876 : INFO : EPOCH 15 - PROGRESS: at 89.17% examples, 721290 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:38:08,876 : INFO : EPOCH 15 - PROGRESS: at 89.48% examples, 721100 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:09,878 : INFO : EPOCH 15 - PROGRESS: at 89.84% examples, 720823 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:10,878 : INFO : EPOCH 15 - PROGRESS: at 90.16% examples, 720558 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:11,886 : INFO : EPOCH 15 - PROGRESS: at 90.51% examples, 720321 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:12,901 : INFO : EPOCH 15 - PROGRESS: at 90.82% examples, 720102 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:38:13,901 : INFO : EPOCH 15 - PROGRESS: at 91.17% examples, 719886 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:14,909 : INFO : EPOCH 15 - PROGRESS: at 91.52% examples, 719640 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:15,925 : INFO : EPOCH 15 - PROGRESS: at 91.84% examples, 719438 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:16,942 : INFO : EPOCH 15 - PROGRESS: at 92.17% examples, 719233 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:17,954 : INFO : EPOCH 15 - PROGRESS: at 92.48% examples, 719046 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:38:18,957 : INFO : EPOCH 15 - PROGRESS: at 92.80% examples, 718768 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:19,958 : INFO : EPOCH 15 - PROGRESS: at 93.09% examples, 718460 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:20,983 : INFO : EPOCH 15 - PROGRESS: at 93.41% examples, 718076 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:21,990 : INFO : EPOCH 15 - PROGRESS: at 93.70% examples, 717772 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:23,006 : INFO : EPOCH 15 - PROGRESS: at 93.99% examples, 717192 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:24,015 : INFO : EPOCH 15 - PROGRESS: at 94.32% examples, 717052 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:25,020 : INFO : EPOCH 15 - PROGRESS: at 94.68% examples, 717100 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:26,032 : INFO : EPOCH 15 - PROGRESS: at 95.02% examples, 717152 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:27,037 : INFO : EPOCH 15 - PROGRESS: at 95.36% examples, 717208 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:28,050 : INFO : EPOCH 15 - PROGRESS: at 95.74% examples, 717226 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:38:29,066 : INFO : EPOCH 15 - PROGRESS: at 96.10% examples, 717292 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:30,067 : INFO : EPOCH 15 - PROGRESS: at 96.43% examples, 717350 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:31,077 : INFO : EPOCH 15 - PROGRESS: at 96.78% examples, 717445 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:32,077 : INFO : EPOCH 15 - PROGRESS: at 97.14% examples, 717495 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:33,078 : INFO : EPOCH 15 - PROGRESS: at 97.51% examples, 717531 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:34,079 : INFO : EPOCH 15 - PROGRESS: at 97.88% examples, 717589 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:35,081 : INFO : EPOCH 15 - PROGRESS: at 98.27% examples, 717666 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:36,087 : INFO : EPOCH 15 - PROGRESS: at 98.65% examples, 717655 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:37,094 : INFO : EPOCH 15 - PROGRESS: at 99.02% examples, 717711 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:38,102 : INFO : EPOCH 15 - PROGRESS: at 99.36% examples, 717728 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:39,118 : INFO : EPOCH 15 - PROGRESS: at 99.71% examples, 717741 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:39,932 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 09:38:39,951 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 09:38:39,954 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 09:38:39,959 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 09:38:39,960 : INFO : EPOCH - 15 : training on 265946082 raw words (206825933 effective words) took 288.1s, 717830 effective words/s
2020-07-24 09:38:40,973 : INFO : EPOCH 16 - PROGRESS: at 0.34% examples, 715670 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:41,986 : INFO : EPOCH 16 - PROGRESS: at 0.72% examples, 721080 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:42,991 : INFO : EPOCH 16 - PROGRESS: at 1.09% examples, 726026 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:43,997 : INFO : EPOCH 16 - PROGRESS: at 1.47% examples, 723551 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:44,997 : INFO : EPOCH 16 - PROGRESS: at 1.83% examples, 725960 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:45,999 : INFO : EPOCH 16 - PROGRESS: at 2.17% examples, 727383 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:47,001 : INFO : EPOCH 16 - PROGRESS: at 2.53% examples, 727202 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:48,002 : INFO : EPOCH 16 - PROGRESS: at 2.90% examples, 727492 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:49,015 : INFO : EPOCH 16 - PROGRESS: at 3.23% examples, 728208 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:50,020 : INFO : EPOCH 16 - PROGRESS: at 3.57% examples, 728710 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:38:51,027 : INFO : EPOCH 16 - PROGRESS: at 3.90% examples, 729579 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:52,028 : INFO : EPOCH 16 - PROGRESS: at 4.25% examples, 730016 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:53,044 : INFO : EPOCH 16 - PROGRESS: at 4.60% examples, 730447 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:54,046 : INFO : EPOCH 16 - PROGRESS: at 4.94% examples, 731144 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:55,062 : INFO : EPOCH 16 - PROGRESS: at 5.33% examples, 730776 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:56,062 : INFO : EPOCH 16 - PROGRESS: at 5.68% examples, 730371 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:57,068 : INFO : EPOCH 16 - PROGRESS: at 6.02% examples, 730700 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:58,087 : INFO : EPOCH 16 - PROGRESS: at 6.37% examples, 730745 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:38:59,099 : INFO : EPOCH 16 - PROGRESS: at 6.76% examples, 730970 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:00,100 : INFO : EPOCH 16 - PROGRESS: at 7.12% examples, 730374 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:01,105 : INFO : EPOCH 16 - PROGRESS: at 7.46% examples, 730326 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:02,107 : INFO : EPOCH 16 - PROGRESS: at 7.81% examples, 730431 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:39:03,110 : INFO : EPOCH 16 - PROGRESS: at 8.14% examples, 730730 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:04,118 : INFO : EPOCH 16 - PROGRESS: at 8.49% examples, 731066 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:05,126 : INFO : EPOCH 16 - PROGRESS: at 8.84% examples, 731061 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:06,133 : INFO : EPOCH 16 - PROGRESS: at 9.21% examples, 731255 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:07,144 : INFO : EPOCH 16 - PROGRESS: at 9.55% examples, 731453 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:39:08,149 : INFO : EPOCH 16 - PROGRESS: at 9.90% examples, 731536 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:09,151 : INFO : EPOCH 16 - PROGRESS: at 10.26% examples, 731813 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:10,164 : INFO : EPOCH 16 - PROGRESS: at 10.59% examples, 731918 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:11,164 : INFO : EPOCH 16 - PROGRESS: at 10.94% examples, 732360 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:12,170 : INFO : EPOCH 16 - PROGRESS: at 11.32% examples, 732090 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:13,172 : INFO : EPOCH 16 - PROGRESS: at 11.67% examples, 732231 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:14,180 : INFO : EPOCH 16 - PROGRESS: at 12.03% examples, 731905 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:15,197 : INFO : EPOCH 16 - PROGRESS: at 12.39% examples, 732082 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:16,204 : INFO : EPOCH 16 - PROGRESS: at 12.74% examples, 732133 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:17,205 : INFO : EPOCH 16 - PROGRESS: at 13.10% examples, 732686 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:18,220 : INFO : EPOCH 16 - PROGRESS: at 13.45% examples, 732523 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:19,226 : INFO : EPOCH 16 - PROGRESS: at 13.81% examples, 732259 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:20,232 : INFO : EPOCH 16 - PROGRESS: at 14.19% examples, 732267 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:21,237 : INFO : EPOCH 16 - PROGRESS: at 14.52% examples, 732457 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:39:22,239 : INFO : EPOCH 16 - PROGRESS: at 14.86% examples, 732598 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:23,247 : INFO : EPOCH 16 - PROGRESS: at 15.19% examples, 732365 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:24,251 : INFO : EPOCH 16 - PROGRESS: at 15.54% examples, 732221 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:25,271 : INFO : EPOCH 16 - PROGRESS: at 15.90% examples, 731986 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:26,278 : INFO : EPOCH 16 - PROGRESS: at 16.26% examples, 732078 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:27,281 : INFO : EPOCH 16 - PROGRESS: at 16.62% examples, 732116 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:28,288 : INFO : EPOCH 16 - PROGRESS: at 16.98% examples, 732083 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:29,296 : INFO : EPOCH 16 - PROGRESS: at 17.33% examples, 732027 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:30,297 : INFO : EPOCH 16 - PROGRESS: at 17.69% examples, 732163 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:31,306 : INFO : EPOCH 16 - PROGRESS: at 18.06% examples, 732090 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:32,308 : INFO : EPOCH 16 - PROGRESS: at 18.41% examples, 732117 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:33,309 : INFO : EPOCH 16 - PROGRESS: at 18.78% examples, 732272 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:34,324 : INFO : EPOCH 16 - PROGRESS: at 19.14% examples, 732297 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:35,325 : INFO : EPOCH 16 - PROGRESS: at 19.52% examples, 732332 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:36,333 : INFO : EPOCH 16 - PROGRESS: at 19.87% examples, 732242 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:37,339 : INFO : EPOCH 16 - PROGRESS: at 20.23% examples, 732311 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:38,348 : INFO : EPOCH 16 - PROGRESS: at 20.57% examples, 732122 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:39:39,354 : INFO : EPOCH 16 - PROGRESS: at 20.91% examples, 732154 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:40,365 : INFO : EPOCH 16 - PROGRESS: at 21.25% examples, 732057 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:41,365 : INFO : EPOCH 16 - PROGRESS: at 21.59% examples, 732200 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:42,373 : INFO : EPOCH 16 - PROGRESS: at 21.92% examples, 732430 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:39:43,391 : INFO : EPOCH 16 - PROGRESS: at 22.30% examples, 732271 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:39:44,399 : INFO : EPOCH 16 - PROGRESS: at 22.64% examples, 732314 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:45,406 : INFO : EPOCH 16 - PROGRESS: at 22.99% examples, 732401 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:46,410 : INFO : EPOCH 16 - PROGRESS: at 23.34% examples, 732452 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:47,415 : INFO : EPOCH 16 - PROGRESS: at 23.72% examples, 732550 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:48,416 : INFO : EPOCH 16 - PROGRESS: at 24.08% examples, 732497 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:49,428 : INFO : EPOCH 16 - PROGRESS: at 24.41% examples, 732480 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:50,436 : INFO : EPOCH 16 - PROGRESS: at 24.77% examples, 732493 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:51,442 : INFO : EPOCH 16 - PROGRESS: at 25.12% examples, 732774 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:39:52,456 : INFO : EPOCH 16 - PROGRESS: at 25.48% examples, 732702 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:53,464 : INFO : EPOCH 16 - PROGRESS: at 25.84% examples, 732612 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:54,465 : INFO : EPOCH 16 - PROGRESS: at 26.19% examples, 732632 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:39:55,468 : INFO : EPOCH 16 - PROGRESS: at 26.57% examples, 732527 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:56,495 : INFO : EPOCH 16 - PROGRESS: at 26.94% examples, 732557 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:39:57,496 : INFO : EPOCH 16 - PROGRESS: at 27.30% examples, 732668 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:58,498 : INFO : EPOCH 16 - PROGRESS: at 27.68% examples, 732752 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:39:59,504 : INFO : EPOCH 16 - PROGRESS: at 28.02% examples, 732784 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:00,506 : INFO : EPOCH 16 - PROGRESS: at 28.38% examples, 732641 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:01,509 : INFO : EPOCH 16 - PROGRESS: at 28.75% examples, 732638 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:02,521 : INFO : EPOCH 16 - PROGRESS: at 29.11% examples, 732737 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:03,527 : INFO : EPOCH 16 - PROGRESS: at 29.49% examples, 732761 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:04,530 : INFO : EPOCH 16 - PROGRESS: at 29.87% examples, 732801 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:05,530 : INFO : EPOCH 16 - PROGRESS: at 30.21% examples, 732800 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:06,531 : INFO : EPOCH 16 - PROGRESS: at 30.53% examples, 732710 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:07,539 : INFO : EPOCH 16 - PROGRESS: at 30.90% examples, 732665 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:08,559 : INFO : EPOCH 16 - PROGRESS: at 31.27% examples, 732625 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:09,560 : INFO : EPOCH 16 - PROGRESS: at 31.63% examples, 732585 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:10,563 : INFO : EPOCH 16 - PROGRESS: at 31.99% examples, 732540 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:11,568 : INFO : EPOCH 16 - PROGRESS: at 32.34% examples, 732576 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:12,582 : INFO : EPOCH 16 - PROGRESS: at 32.69% examples, 732592 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:13,593 : INFO : EPOCH 16 - PROGRESS: at 33.04% examples, 732651 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:14,596 : INFO : EPOCH 16 - PROGRESS: at 33.41% examples, 732640 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:15,608 : INFO : EPOCH 16 - PROGRESS: at 33.76% examples, 732553 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:16,609 : INFO : EPOCH 16 - PROGRESS: at 34.12% examples, 732640 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:17,610 : INFO : EPOCH 16 - PROGRESS: at 34.47% examples, 732722 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:18,611 : INFO : EPOCH 16 - PROGRESS: at 34.85% examples, 732726 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:19,611 : INFO : EPOCH 16 - PROGRESS: at 35.22% examples, 732752 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:20,611 : INFO : EPOCH 16 - PROGRESS: at 35.56% examples, 732826 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:21,612 : INFO : EPOCH 16 - PROGRESS: at 35.92% examples, 732856 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:22,612 : INFO : EPOCH 16 - PROGRESS: at 36.29% examples, 732834 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:23,616 : INFO : EPOCH 16 - PROGRESS: at 36.64% examples, 732605 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:24,625 : INFO : EPOCH 16 - PROGRESS: at 36.98% examples, 732580 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:25,634 : INFO : EPOCH 16 - PROGRESS: at 37.33% examples, 732643 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:26,634 : INFO : EPOCH 16 - PROGRESS: at 37.70% examples, 732638 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:27,635 : INFO : EPOCH 16 - PROGRESS: at 38.05% examples, 732593 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:28,651 : INFO : EPOCH 16 - PROGRESS: at 38.40% examples, 732559 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:29,660 : INFO : EPOCH 16 - PROGRESS: at 38.76% examples, 732601 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:30,666 : INFO : EPOCH 16 - PROGRESS: at 39.12% examples, 732546 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:40:31,670 : INFO : EPOCH 16 - PROGRESS: at 39.49% examples, 732536 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:32,682 : INFO : EPOCH 16 - PROGRESS: at 39.83% examples, 732499 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:33,687 : INFO : EPOCH 16 - PROGRESS: at 40.20% examples, 732558 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:34,691 : INFO : EPOCH 16 - PROGRESS: at 40.53% examples, 732495 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:35,709 : INFO : EPOCH 16 - PROGRESS: at 40.90% examples, 732540 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:36,712 : INFO : EPOCH 16 - PROGRESS: at 41.26% examples, 732539 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:37,721 : INFO : EPOCH 16 - PROGRESS: at 41.62% examples, 732576 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:38,736 : INFO : EPOCH 16 - PROGRESS: at 41.97% examples, 732594 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:39,753 : INFO : EPOCH 16 - PROGRESS: at 42.30% examples, 732584 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:40,756 : INFO : EPOCH 16 - PROGRESS: at 42.64% examples, 732192 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:41,763 : INFO : EPOCH 16 - PROGRESS: at 42.96% examples, 731621 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:42,767 : INFO : EPOCH 16 - PROGRESS: at 43.30% examples, 730999 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:43,778 : INFO : EPOCH 16 - PROGRESS: at 43.62% examples, 730416 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:44,794 : INFO : EPOCH 16 - PROGRESS: at 43.94% examples, 729874 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:45,796 : INFO : EPOCH 16 - PROGRESS: at 44.27% examples, 729382 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:46,809 : INFO : EPOCH 16 - PROGRESS: at 44.59% examples, 728847 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:47,826 : INFO : EPOCH 16 - PROGRESS: at 44.89% examples, 728354 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:48,827 : INFO : EPOCH 16 - PROGRESS: at 45.22% examples, 727925 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:49,831 : INFO : EPOCH 16 - PROGRESS: at 45.53% examples, 727419 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:50,837 : INFO : EPOCH 16 - PROGRESS: at 45.85% examples, 726885 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:51,853 : INFO : EPOCH 16 - PROGRESS: at 46.18% examples, 726388 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:40:52,873 : INFO : EPOCH 16 - PROGRESS: at 46.52% examples, 725894 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:53,876 : INFO : EPOCH 16 - PROGRESS: at 46.85% examples, 725426 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:54,878 : INFO : EPOCH 16 - PROGRESS: at 47.19% examples, 724954 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:55,884 : INFO : EPOCH 16 - PROGRESS: at 47.50% examples, 724538 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:56,898 : INFO : EPOCH 16 - PROGRESS: at 47.85% examples, 724080 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:57,902 : INFO : EPOCH 16 - PROGRESS: at 48.16% examples, 723696 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:58,903 : INFO : EPOCH 16 - PROGRESS: at 48.48% examples, 723175 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:40:59,906 : INFO : EPOCH 16 - PROGRESS: at 48.80% examples, 722490 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:00,910 : INFO : EPOCH 16 - PROGRESS: at 49.12% examples, 721835 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:01,930 : INFO : EPOCH 16 - PROGRESS: at 49.44% examples, 721045 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:41:02,947 : INFO : EPOCH 16 - PROGRESS: at 49.72% examples, 720075 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:03,958 : INFO : EPOCH 16 - PROGRESS: at 50.06% examples, 719868 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:04,981 : INFO : EPOCH 16 - PROGRESS: at 50.43% examples, 719934 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:05,993 : INFO : EPOCH 16 - PROGRESS: at 50.80% examples, 720080 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:06,996 : INFO : EPOCH 16 - PROGRESS: at 51.14% examples, 720171 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:07,998 : INFO : EPOCH 16 - PROGRESS: at 51.52% examples, 720214 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:09,006 : INFO : EPOCH 16 - PROGRESS: at 51.86% examples, 720282 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:10,010 : INFO : EPOCH 16 - PROGRESS: at 52.22% examples, 720406 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:11,012 : INFO : EPOCH 16 - PROGRESS: at 52.58% examples, 720446 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:41:12,019 : INFO : EPOCH 16 - PROGRESS: at 52.94% examples, 720581 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:13,025 : INFO : EPOCH 16 - PROGRESS: at 53.29% examples, 720771 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:14,037 : INFO : EPOCH 16 - PROGRESS: at 53.63% examples, 720880 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:15,039 : INFO : EPOCH 16 - PROGRESS: at 53.98% examples, 721003 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:16,053 : INFO : EPOCH 16 - PROGRESS: at 54.33% examples, 721016 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:17,058 : INFO : EPOCH 16 - PROGRESS: at 54.71% examples, 721144 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:18,063 : INFO : EPOCH 16 - PROGRESS: at 55.04% examples, 721214 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:19,078 : INFO : EPOCH 16 - PROGRESS: at 55.38% examples, 721274 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:41:20,083 : INFO : EPOCH 16 - PROGRESS: at 55.72% examples, 721324 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:41:21,087 : INFO : EPOCH 16 - PROGRESS: at 56.07% examples, 721436 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:22,091 : INFO : EPOCH 16 - PROGRESS: at 56.42% examples, 721501 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:41:23,113 : INFO : EPOCH 16 - PROGRESS: at 56.77% examples, 721575 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:24,116 : INFO : EPOCH 16 - PROGRESS: at 57.12% examples, 721644 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:25,126 : INFO : EPOCH 16 - PROGRESS: at 57.50% examples, 721626 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:26,136 : INFO : EPOCH 16 - PROGRESS: at 57.83% examples, 721718 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:41:27,148 : INFO : EPOCH 16 - PROGRESS: at 58.17% examples, 721870 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:28,158 : INFO : EPOCH 16 - PROGRESS: at 58.54% examples, 721906 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:29,160 : INFO : EPOCH 16 - PROGRESS: at 58.89% examples, 721970 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:30,170 : INFO : EPOCH 16 - PROGRESS: at 59.26% examples, 722018 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:31,172 : INFO : EPOCH 16 - PROGRESS: at 59.61% examples, 722115 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:32,174 : INFO : EPOCH 16 - PROGRESS: at 59.98% examples, 722178 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:33,182 : INFO : EPOCH 16 - PROGRESS: at 60.34% examples, 722235 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:34,190 : INFO : EPOCH 16 - PROGRESS: at 60.69% examples, 722328 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:35,197 : INFO : EPOCH 16 - PROGRESS: at 61.06% examples, 722333 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:36,206 : INFO : EPOCH 16 - PROGRESS: at 61.44% examples, 722375 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:37,217 : INFO : EPOCH 16 - PROGRESS: at 61.79% examples, 722521 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:38,218 : INFO : EPOCH 16 - PROGRESS: at 62.16% examples, 722585 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:39,222 : INFO : EPOCH 16 - PROGRESS: at 62.49% examples, 722649 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:40,237 : INFO : EPOCH 16 - PROGRESS: at 62.83% examples, 722703 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:41,244 : INFO : EPOCH 16 - PROGRESS: at 63.18% examples, 722767 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:42,257 : INFO : EPOCH 16 - PROGRESS: at 63.53% examples, 722795 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:43,267 : INFO : EPOCH 16 - PROGRESS: at 63.88% examples, 722917 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:44,267 : INFO : EPOCH 16 - PROGRESS: at 64.23% examples, 722944 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:45,267 : INFO : EPOCH 16 - PROGRESS: at 64.59% examples, 723032 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:46,274 : INFO : EPOCH 16 - PROGRESS: at 64.95% examples, 723050 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:47,285 : INFO : EPOCH 16 - PROGRESS: at 65.31% examples, 723066 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:48,288 : INFO : EPOCH 16 - PROGRESS: at 65.67% examples, 723103 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:49,293 : INFO : EPOCH 16 - PROGRESS: at 66.04% examples, 723160 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:50,308 : INFO : EPOCH 16 - PROGRESS: at 66.37% examples, 723251 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:51,322 : INFO : EPOCH 16 - PROGRESS: at 66.70% examples, 723336 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:52,341 : INFO : EPOCH 16 - PROGRESS: at 67.09% examples, 723389 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:53,354 : INFO : EPOCH 16 - PROGRESS: at 67.44% examples, 723421 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:41:54,361 : INFO : EPOCH 16 - PROGRESS: at 67.81% examples, 723427 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:41:55,371 : INFO : EPOCH 16 - PROGRESS: at 68.17% examples, 723504 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:56,372 : INFO : EPOCH 16 - PROGRESS: at 68.53% examples, 723550 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:57,382 : INFO : EPOCH 16 - PROGRESS: at 68.88% examples, 723563 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:58,391 : INFO : EPOCH 16 - PROGRESS: at 69.27% examples, 723588 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:41:59,398 : INFO : EPOCH 16 - PROGRESS: at 69.64% examples, 723595 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:00,408 : INFO : EPOCH 16 - PROGRESS: at 70.00% examples, 723674 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:01,424 : INFO : EPOCH 16 - PROGRESS: at 70.34% examples, 723694 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:02,429 : INFO : EPOCH 16 - PROGRESS: at 70.69% examples, 723730 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:03,441 : INFO : EPOCH 16 - PROGRESS: at 71.04% examples, 723754 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:04,450 : INFO : EPOCH 16 - PROGRESS: at 71.41% examples, 723845 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:42:05,451 : INFO : EPOCH 16 - PROGRESS: at 71.77% examples, 723911 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:06,473 : INFO : EPOCH 16 - PROGRESS: at 72.12% examples, 723925 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:07,474 : INFO : EPOCH 16 - PROGRESS: at 72.49% examples, 723948 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:08,476 : INFO : EPOCH 16 - PROGRESS: at 72.84% examples, 723981 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:09,484 : INFO : EPOCH 16 - PROGRESS: at 73.20% examples, 724040 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:10,488 : INFO : EPOCH 16 - PROGRESS: at 73.57% examples, 724021 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:11,502 : INFO : EPOCH 16 - PROGRESS: at 73.95% examples, 724066 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:12,507 : INFO : EPOCH 16 - PROGRESS: at 74.32% examples, 724089 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:13,510 : INFO : EPOCH 16 - PROGRESS: at 74.67% examples, 724146 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:14,511 : INFO : EPOCH 16 - PROGRESS: at 75.03% examples, 724222 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:15,518 : INFO : EPOCH 16 - PROGRESS: at 75.40% examples, 724211 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:42:16,526 : INFO : EPOCH 16 - PROGRESS: at 75.74% examples, 724220 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:17,546 : INFO : EPOCH 16 - PROGRESS: at 76.11% examples, 724239 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:18,560 : INFO : EPOCH 16 - PROGRESS: at 76.46% examples, 724293 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:19,566 : INFO : EPOCH 16 - PROGRESS: at 76.78% examples, 724350 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:20,575 : INFO : EPOCH 16 - PROGRESS: at 77.14% examples, 724385 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:21,578 : INFO : EPOCH 16 - PROGRESS: at 77.49% examples, 724406 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:22,582 : INFO : EPOCH 16 - PROGRESS: at 77.87% examples, 724457 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:23,586 : INFO : EPOCH 16 - PROGRESS: at 78.23% examples, 724524 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:24,592 : INFO : EPOCH 16 - PROGRESS: at 78.57% examples, 724529 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:25,593 : INFO : EPOCH 16 - PROGRESS: at 78.92% examples, 724505 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:42:26,593 : INFO : EPOCH 16 - PROGRESS: at 79.30% examples, 724520 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:27,599 : INFO : EPOCH 16 - PROGRESS: at 79.64% examples, 724486 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:28,612 : INFO : EPOCH 16 - PROGRESS: at 80.01% examples, 724517 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:29,637 : INFO : EPOCH 16 - PROGRESS: at 80.36% examples, 724513 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:30,645 : INFO : EPOCH 16 - PROGRESS: at 80.72% examples, 724569 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:31,654 : INFO : EPOCH 16 - PROGRESS: at 81.08% examples, 724579 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:32,665 : INFO : EPOCH 16 - PROGRESS: at 81.42% examples, 724647 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:33,681 : INFO : EPOCH 16 - PROGRESS: at 81.78% examples, 724687 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:34,692 : INFO : EPOCH 16 - PROGRESS: at 82.13% examples, 724756 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:35,707 : INFO : EPOCH 16 - PROGRESS: at 82.46% examples, 724795 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:36,716 : INFO : EPOCH 16 - PROGRESS: at 82.83% examples, 724816 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:37,722 : INFO : EPOCH 16 - PROGRESS: at 83.17% examples, 724828 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:38,730 : INFO : EPOCH 16 - PROGRESS: at 83.52% examples, 724879 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:39,741 : INFO : EPOCH 16 - PROGRESS: at 83.86% examples, 724891 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:40,757 : INFO : EPOCH 16 - PROGRESS: at 84.23% examples, 724868 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:41,774 : INFO : EPOCH 16 - PROGRESS: at 84.61% examples, 724877 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:42,788 : INFO : EPOCH 16 - PROGRESS: at 84.98% examples, 724902 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:43,791 : INFO : EPOCH 16 - PROGRESS: at 85.33% examples, 724949 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:44,794 : INFO : EPOCH 16 - PROGRESS: at 85.69% examples, 725008 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:45,798 : INFO : EPOCH 16 - PROGRESS: at 86.06% examples, 725021 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:46,807 : INFO : EPOCH 16 - PROGRESS: at 86.40% examples, 725055 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:47,809 : INFO : EPOCH 16 - PROGRESS: at 86.73% examples, 725057 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:48,820 : INFO : EPOCH 16 - PROGRESS: at 87.11% examples, 725071 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:49,820 : INFO : EPOCH 16 - PROGRESS: at 87.46% examples, 725115 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:50,832 : INFO : EPOCH 16 - PROGRESS: at 87.82% examples, 725147 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:51,835 : INFO : EPOCH 16 - PROGRESS: at 88.19% examples, 725168 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:52,839 : INFO : EPOCH 16 - PROGRESS: at 88.55% examples, 725198 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:53,846 : INFO : EPOCH 16 - PROGRESS: at 88.90% examples, 725214 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:54,857 : INFO : EPOCH 16 - PROGRESS: at 89.25% examples, 725283 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:55,859 : INFO : EPOCH 16 - PROGRESS: at 89.62% examples, 725304 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:56,864 : INFO : EPOCH 16 - PROGRESS: at 90.00% examples, 725282 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:57,877 : INFO : EPOCH 16 - PROGRESS: at 90.38% examples, 725332 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:58,894 : INFO : EPOCH 16 - PROGRESS: at 90.74% examples, 725347 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:42:59,896 : INFO : EPOCH 16 - PROGRESS: at 91.13% examples, 725380 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:00,897 : INFO : EPOCH 16 - PROGRESS: at 91.50% examples, 725361 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:01,911 : INFO : EPOCH 16 - PROGRESS: at 91.86% examples, 725414 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:02,927 : INFO : EPOCH 16 - PROGRESS: at 92.22% examples, 725427 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:43:03,935 : INFO : EPOCH 16 - PROGRESS: at 92.55% examples, 725466 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:04,939 : INFO : EPOCH 16 - PROGRESS: at 92.91% examples, 725478 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:05,946 : INFO : EPOCH 16 - PROGRESS: at 93.26% examples, 725503 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:06,968 : INFO : EPOCH 16 - PROGRESS: at 93.62% examples, 725515 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:07,969 : INFO : EPOCH 16 - PROGRESS: at 93.98% examples, 725571 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:08,982 : INFO : EPOCH 16 - PROGRESS: at 94.33% examples, 725562 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:43:09,989 : INFO : EPOCH 16 - PROGRESS: at 94.70% examples, 725563 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:10,998 : INFO : EPOCH 16 - PROGRESS: at 95.04% examples, 725628 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:11,999 : INFO : EPOCH 16 - PROGRESS: at 95.37% examples, 725655 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:43:13,001 : INFO : EPOCH 16 - PROGRESS: at 95.75% examples, 725681 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:43:14,010 : INFO : EPOCH 16 - PROGRESS: at 96.11% examples, 725691 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:15,012 : INFO : EPOCH 16 - PROGRESS: at 96.44% examples, 725708 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:16,021 : INFO : EPOCH 16 - PROGRESS: at 96.79% examples, 725751 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:17,022 : INFO : EPOCH 16 - PROGRESS: at 97.15% examples, 725798 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:18,025 : INFO : EPOCH 16 - PROGRESS: at 97.53% examples, 725801 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:19,025 : INFO : EPOCH 16 - PROGRESS: at 97.89% examples, 725851 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:20,029 : INFO : EPOCH 16 - PROGRESS: at 98.28% examples, 725869 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:21,039 : INFO : EPOCH 16 - PROGRESS: at 98.66% examples, 725825 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:22,051 : INFO : EPOCH 16 - PROGRESS: at 99.03% examples, 725847 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:23,054 : INFO : EPOCH 16 - PROGRESS: at 99.38% examples, 725872 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:24,058 : INFO : EPOCH 16 - PROGRESS: at 99.72% examples, 725882 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:24,835 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 09:43:24,844 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 09:43:24,848 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 09:43:24,861 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 09:43:24,862 : INFO : EPOCH - 16 : training on 265946082 raw words (206818191 effective words) took 284.9s, 725934 effective words/s
2020-07-24 09:43:25,881 : INFO : EPOCH 17 - PROGRESS: at 0.34% examples, 715083 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:26,882 : INFO : EPOCH 17 - PROGRESS: at 0.72% examples, 721731 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:27,903 : INFO : EPOCH 17 - PROGRESS: at 1.08% examples, 720081 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:28,903 : INFO : EPOCH 17 - PROGRESS: at 1.47% examples, 721781 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:43:29,911 : INFO : EPOCH 17 - PROGRESS: at 1.83% examples, 723572 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:43:30,912 : INFO : EPOCH 17 - PROGRESS: at 2.17% examples, 726592 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:31,917 : INFO : EPOCH 17 - PROGRESS: at 2.52% examples, 724488 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:32,928 : INFO : EPOCH 17 - PROGRESS: at 2.90% examples, 725675 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:33,938 : INFO : EPOCH 17 - PROGRESS: at 3.22% examples, 725990 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:34,947 : INFO : EPOCH 17 - PROGRESS: at 3.56% examples, 726483 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:35,949 : INFO : EPOCH 17 - PROGRESS: at 3.90% examples, 728468 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:36,962 : INFO : EPOCH 17 - PROGRESS: at 4.25% examples, 728281 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:37,963 : INFO : EPOCH 17 - PROGRESS: at 4.60% examples, 728550 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:43:38,963 : INFO : EPOCH 17 - PROGRESS: at 4.92% examples, 727993 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:39,979 : INFO : EPOCH 17 - PROGRESS: at 5.29% examples, 725440 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:40,998 : INFO : EPOCH 17 - PROGRESS: at 5.63% examples, 723417 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:42,002 : INFO : EPOCH 17 - PROGRESS: at 5.96% examples, 721996 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:43,006 : INFO : EPOCH 17 - PROGRESS: at 6.24% examples, 714501 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:44,006 : INFO : EPOCH 17 - PROGRESS: at 6.58% examples, 713204 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:45,010 : INFO : EPOCH 17 - PROGRESS: at 6.96% examples, 713338 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:46,012 : INFO : EPOCH 17 - PROGRESS: at 7.30% examples, 713760 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:47,014 : INFO : EPOCH 17 - PROGRESS: at 7.65% examples, 714460 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:48,024 : INFO : EPOCH 17 - PROGRESS: at 7.99% examples, 715348 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:43:49,025 : INFO : EPOCH 17 - PROGRESS: at 8.32% examples, 716182 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:50,026 : INFO : EPOCH 17 - PROGRESS: at 8.67% examples, 716867 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:51,044 : INFO : EPOCH 17 - PROGRESS: at 9.02% examples, 716997 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:52,047 : INFO : EPOCH 17 - PROGRESS: at 9.37% examples, 717772 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:53,050 : INFO : EPOCH 17 - PROGRESS: at 9.73% examples, 718280 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:54,053 : INFO : EPOCH 17 - PROGRESS: at 10.07% examples, 718615 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:55,063 : INFO : EPOCH 17 - PROGRESS: at 10.42% examples, 719327 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:56,064 : INFO : EPOCH 17 - PROGRESS: at 10.74% examples, 720062 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:57,065 : INFO : EPOCH 17 - PROGRESS: at 11.12% examples, 720629 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:58,070 : INFO : EPOCH 17 - PROGRESS: at 11.49% examples, 720737 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:43:59,087 : INFO : EPOCH 17 - PROGRESS: at 11.83% examples, 720535 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:00,094 : INFO : EPOCH 17 - PROGRESS: at 12.19% examples, 721075 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:01,098 : INFO : EPOCH 17 - PROGRESS: at 12.54% examples, 721361 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:44:02,099 : INFO : EPOCH 17 - PROGRESS: at 12.92% examples, 721602 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:03,099 : INFO : EPOCH 17 - PROGRESS: at 13.25% examples, 722283 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:04,100 : INFO : EPOCH 17 - PROGRESS: at 13.60% examples, 722217 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:05,109 : INFO : EPOCH 17 - PROGRESS: at 13.99% examples, 722560 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:06,115 : INFO : EPOCH 17 - PROGRESS: at 14.34% examples, 722679 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:07,119 : INFO : EPOCH 17 - PROGRESS: at 14.66% examples, 723078 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:44:08,129 : INFO : EPOCH 17 - PROGRESS: at 15.02% examples, 723241 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:09,137 : INFO : EPOCH 17 - PROGRESS: at 15.35% examples, 723355 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:10,143 : INFO : EPOCH 17 - PROGRESS: at 15.69% examples, 723431 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:11,153 : INFO : EPOCH 17 - PROGRESS: at 16.06% examples, 723377 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:12,158 : INFO : EPOCH 17 - PROGRESS: at 16.42% examples, 723575 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:44:13,162 : INFO : EPOCH 17 - PROGRESS: at 16.78% examples, 723755 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:14,174 : INFO : EPOCH 17 - PROGRESS: at 17.12% examples, 723695 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:15,177 : INFO : EPOCH 17 - PROGRESS: at 17.50% examples, 723927 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:16,182 : INFO : EPOCH 17 - PROGRESS: at 17.84% examples, 724058 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:17,196 : INFO : EPOCH 17 - PROGRESS: at 18.20% examples, 724158 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:18,202 : INFO : EPOCH 17 - PROGRESS: at 18.59% examples, 724362 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:19,207 : INFO : EPOCH 17 - PROGRESS: at 18.93% examples, 724773 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:20,208 : INFO : EPOCH 17 - PROGRESS: at 19.29% examples, 724793 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:21,210 : INFO : EPOCH 17 - PROGRESS: at 19.66% examples, 724792 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:22,218 : INFO : EPOCH 17 - PROGRESS: at 20.00% examples, 724859 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:23,235 : INFO : EPOCH 17 - PROGRESS: at 20.37% examples, 724804 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:24,241 : INFO : EPOCH 17 - PROGRESS: at 20.70% examples, 725042 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:25,242 : INFO : EPOCH 17 - PROGRESS: at 21.06% examples, 725167 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:26,245 : INFO : EPOCH 17 - PROGRESS: at 21.39% examples, 725350 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:27,258 : INFO : EPOCH 17 - PROGRESS: at 21.72% examples, 725433 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:28,259 : INFO : EPOCH 17 - PROGRESS: at 22.08% examples, 725706 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:29,264 : INFO : EPOCH 17 - PROGRESS: at 22.43% examples, 725797 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:30,265 : INFO : EPOCH 17 - PROGRESS: at 22.77% examples, 725925 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:31,277 : INFO : EPOCH 17 - PROGRESS: at 23.13% examples, 726014 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:32,278 : INFO : EPOCH 17 - PROGRESS: at 23.49% examples, 725983 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:33,286 : INFO : EPOCH 17 - PROGRESS: at 23.85% examples, 726021 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:34,289 : INFO : EPOCH 17 - PROGRESS: at 24.20% examples, 726275 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:35,299 : INFO : EPOCH 17 - PROGRESS: at 24.54% examples, 726264 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:36,326 : INFO : EPOCH 17 - PROGRESS: at 24.89% examples, 726305 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:37,340 : INFO : EPOCH 17 - PROGRESS: at 25.24% examples, 726261 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:38,346 : INFO : EPOCH 17 - PROGRESS: at 25.57% examples, 725310 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:39,358 : INFO : EPOCH 17 - PROGRESS: at 25.90% examples, 724463 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:40,365 : INFO : EPOCH 17 - PROGRESS: at 26.22% examples, 723689 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:44:41,386 : INFO : EPOCH 17 - PROGRESS: at 26.56% examples, 722725 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:42,386 : INFO : EPOCH 17 - PROGRESS: at 26.90% examples, 722017 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:43,387 : INFO : EPOCH 17 - PROGRESS: at 27.22% examples, 721314 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:44,388 : INFO : EPOCH 17 - PROGRESS: at 27.54% examples, 720523 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:45,389 : INFO : EPOCH 17 - PROGRESS: at 27.88% examples, 719720 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:46,397 : INFO : EPOCH 17 - PROGRESS: at 28.19% examples, 719053 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:47,397 : INFO : EPOCH 17 - PROGRESS: at 28.51% examples, 718475 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:48,412 : INFO : EPOCH 17 - PROGRESS: at 28.85% examples, 717795 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:49,414 : INFO : EPOCH 17 - PROGRESS: at 29.19% examples, 717384 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:50,414 : INFO : EPOCH 17 - PROGRESS: at 29.53% examples, 716651 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:51,417 : INFO : EPOCH 17 - PROGRESS: at 29.87% examples, 716002 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:52,434 : INFO : EPOCH 17 - PROGRESS: at 30.19% examples, 715438 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:53,442 : INFO : EPOCH 17 - PROGRESS: at 30.49% examples, 714881 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:54,444 : INFO : EPOCH 17 - PROGRESS: at 30.80% examples, 714301 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:55,455 : INFO : EPOCH 17 - PROGRESS: at 31.13% examples, 713610 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:56,472 : INFO : EPOCH 17 - PROGRESS: at 31.47% examples, 712921 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:57,475 : INFO : EPOCH 17 - PROGRESS: at 31.78% examples, 712333 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:58,479 : INFO : EPOCH 17 - PROGRESS: at 32.11% examples, 711807 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:44:59,485 : INFO : EPOCH 17 - PROGRESS: at 32.43% examples, 711317 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:00,491 : INFO : EPOCH 17 - PROGRESS: at 32.74% examples, 710889 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:01,495 : INFO : EPOCH 17 - PROGRESS: at 33.07% examples, 710407 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:02,505 : INFO : EPOCH 17 - PROGRESS: at 33.39% examples, 709836 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:03,507 : INFO : EPOCH 17 - PROGRESS: at 33.71% examples, 709315 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:04,521 : INFO : EPOCH 17 - PROGRESS: at 34.05% examples, 708860 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:05,539 : INFO : EPOCH 17 - PROGRESS: at 34.36% examples, 708486 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:06,548 : INFO : EPOCH 17 - PROGRESS: at 34.70% examples, 708078 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:45:07,550 : INFO : EPOCH 17 - PROGRESS: at 35.04% examples, 707611 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:08,552 : INFO : EPOCH 17 - PROGRESS: at 35.35% examples, 707229 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:09,553 : INFO : EPOCH 17 - PROGRESS: at 35.68% examples, 706826 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:10,554 : INFO : EPOCH 17 - PROGRESS: at 36.00% examples, 706426 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:11,555 : INFO : EPOCH 17 - PROGRESS: at 36.34% examples, 706029 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:12,572 : INFO : EPOCH 17 - PROGRESS: at 36.66% examples, 705568 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:13,572 : INFO : EPOCH 17 - PROGRESS: at 36.98% examples, 705353 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:14,580 : INFO : EPOCH 17 - PROGRESS: at 37.29% examples, 704915 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:15,613 : INFO : EPOCH 17 - PROGRESS: at 37.63% examples, 704494 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:16,616 : INFO : EPOCH 17 - PROGRESS: at 37.96% examples, 704209 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:17,626 : INFO : EPOCH 17 - PROGRESS: at 38.28% examples, 703735 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:18,630 : INFO : EPOCH 17 - PROGRESS: at 38.60% examples, 703419 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:19,636 : INFO : EPOCH 17 - PROGRESS: at 38.91% examples, 703077 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:45:20,644 : INFO : EPOCH 17 - PROGRESS: at 39.25% examples, 702645 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:21,658 : INFO : EPOCH 17 - PROGRESS: at 39.60% examples, 702322 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:22,658 : INFO : EPOCH 17 - PROGRESS: at 39.90% examples, 701963 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:23,665 : INFO : EPOCH 17 - PROGRESS: at 40.21% examples, 701621 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:24,667 : INFO : EPOCH 17 - PROGRESS: at 40.52% examples, 701346 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:25,667 : INFO : EPOCH 17 - PROGRESS: at 40.85% examples, 701022 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:26,672 : INFO : EPOCH 17 - PROGRESS: at 41.17% examples, 700711 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:27,672 : INFO : EPOCH 17 - PROGRESS: at 41.49% examples, 700445 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:28,689 : INFO : EPOCH 17 - PROGRESS: at 41.81% examples, 700051 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:29,690 : INFO : EPOCH 17 - PROGRESS: at 42.12% examples, 699819 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:30,700 : INFO : EPOCH 17 - PROGRESS: at 42.43% examples, 699538 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:31,713 : INFO : EPOCH 17 - PROGRESS: at 42.77% examples, 699217 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:32,714 : INFO : EPOCH 17 - PROGRESS: at 43.08% examples, 698923 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:45:33,727 : INFO : EPOCH 17 - PROGRESS: at 43.42% examples, 698627 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:34,727 : INFO : EPOCH 17 - PROGRESS: at 43.74% examples, 698367 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:35,729 : INFO : EPOCH 17 - PROGRESS: at 44.06% examples, 698089 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:36,733 : INFO : EPOCH 17 - PROGRESS: at 44.39% examples, 697828 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:37,739 : INFO : EPOCH 17 - PROGRESS: at 44.69% examples, 697530 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:38,767 : INFO : EPOCH 17 - PROGRESS: at 44.99% examples, 697277 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:39,779 : INFO : EPOCH 17 - PROGRESS: at 45.33% examples, 697057 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:45:40,781 : INFO : EPOCH 17 - PROGRESS: at 45.64% examples, 696778 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:41,789 : INFO : EPOCH 17 - PROGRESS: at 45.97% examples, 696556 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:45:42,812 : INFO : EPOCH 17 - PROGRESS: at 46.31% examples, 696186 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:45:43,821 : INFO : EPOCH 17 - PROGRESS: at 46.64% examples, 696000 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:44,822 : INFO : EPOCH 17 - PROGRESS: at 46.97% examples, 695785 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:45,832 : INFO : EPOCH 17 - PROGRESS: at 47.31% examples, 695564 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:46,833 : INFO : EPOCH 17 - PROGRESS: at 47.63% examples, 695347 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:47,838 : INFO : EPOCH 17 - PROGRESS: at 47.96% examples, 695109 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:48,848 : INFO : EPOCH 17 - PROGRESS: at 48.27% examples, 694914 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:49,851 : INFO : EPOCH 17 - PROGRESS: at 48.60% examples, 694728 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:50,852 : INFO : EPOCH 17 - PROGRESS: at 48.93% examples, 694446 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:51,858 : INFO : EPOCH 17 - PROGRESS: at 49.28% examples, 694263 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:52,874 : INFO : EPOCH 17 - PROGRESS: at 49.61% examples, 693942 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:53,880 : INFO : EPOCH 17 - PROGRESS: at 49.92% examples, 693791 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:54,889 : INFO : EPOCH 17 - PROGRESS: at 50.24% examples, 693525 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:45:55,892 : INFO : EPOCH 17 - PROGRESS: at 50.59% examples, 693405 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:56,897 : INFO : EPOCH 17 - PROGRESS: at 50.91% examples, 693182 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:57,905 : INFO : EPOCH 17 - PROGRESS: at 51.23% examples, 692978 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:58,907 : INFO : EPOCH 17 - PROGRESS: at 51.57% examples, 692820 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:45:59,921 : INFO : EPOCH 17 - PROGRESS: at 51.88% examples, 692623 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:00,923 : INFO : EPOCH 17 - PROGRESS: at 52.20% examples, 692409 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:01,925 : INFO : EPOCH 17 - PROGRESS: at 52.53% examples, 692210 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:46:02,927 : INFO : EPOCH 17 - PROGRESS: at 52.85% examples, 692034 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:03,947 : INFO : EPOCH 17 - PROGRESS: at 53.17% examples, 691855 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:46:04,967 : INFO : EPOCH 17 - PROGRESS: at 53.48% examples, 691715 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:05,967 : INFO : EPOCH 17 - PROGRESS: at 53.79% examples, 691600 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:06,969 : INFO : EPOCH 17 - PROGRESS: at 54.10% examples, 691483 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:46:07,970 : INFO : EPOCH 17 - PROGRESS: at 54.44% examples, 691273 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:08,985 : INFO : EPOCH 17 - PROGRESS: at 54.78% examples, 691072 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:46:09,998 : INFO : EPOCH 17 - PROGRESS: at 55.08% examples, 690969 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:11,003 : INFO : EPOCH 17 - PROGRESS: at 55.38% examples, 690799 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:12,010 : INFO : EPOCH 17 - PROGRESS: at 55.70% examples, 690707 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:13,011 : INFO : EPOCH 17 - PROGRESS: at 56.00% examples, 690570 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:14,029 : INFO : EPOCH 17 - PROGRESS: at 56.32% examples, 690391 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:15,047 : INFO : EPOCH 17 - PROGRESS: at 56.66% examples, 690195 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:46:16,060 : INFO : EPOCH 17 - PROGRESS: at 56.97% examples, 690091 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:17,065 : INFO : EPOCH 17 - PROGRESS: at 57.29% examples, 689927 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:18,088 : INFO : EPOCH 17 - PROGRESS: at 57.62% examples, 689726 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:46:19,090 : INFO : EPOCH 17 - PROGRESS: at 57.92% examples, 689511 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:20,100 : INFO : EPOCH 17 - PROGRESS: at 58.21% examples, 689145 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:46:21,104 : INFO : EPOCH 17 - PROGRESS: at 58.53% examples, 688840 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:22,121 : INFO : EPOCH 17 - PROGRESS: at 58.83% examples, 688415 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:23,123 : INFO : EPOCH 17 - PROGRESS: at 59.13% examples, 687797 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:24,134 : INFO : EPOCH 17 - PROGRESS: at 59.45% examples, 687988 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:25,134 : INFO : EPOCH 17 - PROGRESS: at 59.82% examples, 688220 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:26,135 : INFO : EPOCH 17 - PROGRESS: at 60.18% examples, 688504 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:27,148 : INFO : EPOCH 17 - PROGRESS: at 60.55% examples, 688729 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:28,174 : INFO : EPOCH 17 - PROGRESS: at 60.91% examples, 688949 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:29,179 : INFO : EPOCH 17 - PROGRESS: at 61.29% examples, 689163 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:30,199 : INFO : EPOCH 17 - PROGRESS: at 61.65% examples, 689358 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:31,201 : INFO : EPOCH 17 - PROGRESS: at 62.02% examples, 689678 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:32,212 : INFO : EPOCH 17 - PROGRESS: at 62.37% examples, 689850 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:33,216 : INFO : EPOCH 17 - PROGRESS: at 62.69% examples, 690056 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:34,226 : INFO : EPOCH 17 - PROGRESS: at 63.03% examples, 690292 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:35,235 : INFO : EPOCH 17 - PROGRESS: at 63.38% examples, 690474 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:36,236 : INFO : EPOCH 17 - PROGRESS: at 63.74% examples, 690785 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:37,246 : INFO : EPOCH 17 - PROGRESS: at 64.06% examples, 690954 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:38,248 : INFO : EPOCH 17 - PROGRESS: at 64.42% examples, 691134 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:39,255 : INFO : EPOCH 17 - PROGRESS: at 64.79% examples, 691308 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:46:40,257 : INFO : EPOCH 17 - PROGRESS: at 65.15% examples, 691542 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:41,267 : INFO : EPOCH 17 - PROGRESS: at 65.50% examples, 691707 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:42,276 : INFO : EPOCH 17 - PROGRESS: at 65.88% examples, 691913 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:43,276 : INFO : EPOCH 17 - PROGRESS: at 66.22% examples, 692113 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:46:44,282 : INFO : EPOCH 17 - PROGRESS: at 66.53% examples, 692346 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:45,288 : INFO : EPOCH 17 - PROGRESS: at 66.92% examples, 692526 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:46:46,296 : INFO : EPOCH 17 - PROGRESS: at 67.27% examples, 692725 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:47,303 : INFO : EPOCH 17 - PROGRESS: at 67.62% examples, 692910 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:48,304 : INFO : EPOCH 17 - PROGRESS: at 67.99% examples, 693068 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:49,311 : INFO : EPOCH 17 - PROGRESS: at 68.35% examples, 693208 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:50,315 : INFO : EPOCH 17 - PROGRESS: at 68.70% examples, 693434 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:51,320 : INFO : EPOCH 17 - PROGRESS: at 69.06% examples, 693580 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:52,337 : INFO : EPOCH 17 - PROGRESS: at 69.44% examples, 693733 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:53,344 : INFO : EPOCH 17 - PROGRESS: at 69.80% examples, 693919 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:54,347 : INFO : EPOCH 17 - PROGRESS: at 70.15% examples, 694063 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:55,347 : INFO : EPOCH 17 - PROGRESS: at 70.49% examples, 694251 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:46:56,360 : INFO : EPOCH 17 - PROGRESS: at 70.84% examples, 694457 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:57,372 : INFO : EPOCH 17 - PROGRESS: at 71.20% examples, 694612 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:58,374 : INFO : EPOCH 17 - PROGRESS: at 71.57% examples, 694799 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:46:59,389 : INFO : EPOCH 17 - PROGRESS: at 71.93% examples, 694985 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:00,393 : INFO : EPOCH 17 - PROGRESS: at 72.29% examples, 695145 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:01,396 : INFO : EPOCH 17 - PROGRESS: at 72.65% examples, 695268 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:02,396 : INFO : EPOCH 17 - PROGRESS: at 72.99% examples, 695457 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:03,411 : INFO : EPOCH 17 - PROGRESS: at 73.35% examples, 695548 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:04,422 : INFO : EPOCH 17 - PROGRESS: at 73.73% examples, 695724 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:05,442 : INFO : EPOCH 17 - PROGRESS: at 74.11% examples, 695801 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:06,452 : INFO : EPOCH 17 - PROGRESS: at 74.48% examples, 696003 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:47:07,464 : INFO : EPOCH 17 - PROGRESS: at 74.83% examples, 696149 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:08,465 : INFO : EPOCH 17 - PROGRESS: at 75.19% examples, 696325 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:09,472 : INFO : EPOCH 17 - PROGRESS: at 75.55% examples, 696466 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:10,483 : INFO : EPOCH 17 - PROGRESS: at 75.90% examples, 696584 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:11,485 : INFO : EPOCH 17 - PROGRESS: at 76.25% examples, 696780 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:12,488 : INFO : EPOCH 17 - PROGRESS: at 76.58% examples, 696916 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:13,508 : INFO : EPOCH 17 - PROGRESS: at 76.92% examples, 696997 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:14,510 : INFO : EPOCH 17 - PROGRESS: at 77.29% examples, 697110 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:15,516 : INFO : EPOCH 17 - PROGRESS: at 77.65% examples, 697305 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:16,523 : INFO : EPOCH 17 - PROGRESS: at 78.01% examples, 697401 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:47:17,532 : INFO : EPOCH 17 - PROGRESS: at 78.35% examples, 697567 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:18,534 : INFO : EPOCH 17 - PROGRESS: at 78.69% examples, 697691 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:19,542 : INFO : EPOCH 17 - PROGRESS: at 79.08% examples, 697830 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:20,545 : INFO : EPOCH 17 - PROGRESS: at 79.45% examples, 697962 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:21,549 : INFO : EPOCH 17 - PROGRESS: at 79.78% examples, 698101 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:22,552 : INFO : EPOCH 17 - PROGRESS: at 80.15% examples, 698238 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:23,556 : INFO : EPOCH 17 - PROGRESS: at 80.50% examples, 698358 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:24,562 : INFO : EPOCH 17 - PROGRESS: at 80.86% examples, 698504 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:25,564 : INFO : EPOCH 17 - PROGRESS: at 81.21% examples, 698625 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:26,569 : INFO : EPOCH 17 - PROGRESS: at 81.56% examples, 698755 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:27,569 : INFO : EPOCH 17 - PROGRESS: at 81.91% examples, 698891 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:28,584 : INFO : EPOCH 17 - PROGRESS: at 82.24% examples, 699062 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:29,585 : INFO : EPOCH 17 - PROGRESS: at 82.58% examples, 699207 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:30,601 : INFO : EPOCH 17 - PROGRESS: at 82.96% examples, 699309 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:31,604 : INFO : EPOCH 17 - PROGRESS: at 83.28% examples, 699466 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:32,606 : INFO : EPOCH 17 - PROGRESS: at 83.64% examples, 699606 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:33,626 : INFO : EPOCH 17 - PROGRESS: at 83.98% examples, 699711 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:34,642 : INFO : EPOCH 17 - PROGRESS: at 84.36% examples, 699834 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:35,656 : INFO : EPOCH 17 - PROGRESS: at 84.74% examples, 699907 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:36,659 : INFO : EPOCH 17 - PROGRESS: at 85.09% examples, 700002 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:37,663 : INFO : EPOCH 17 - PROGRESS: at 85.44% examples, 700151 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:38,668 : INFO : EPOCH 17 - PROGRESS: at 85.80% examples, 700234 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:39,677 : INFO : EPOCH 17 - PROGRESS: at 86.17% examples, 700369 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:40,685 : INFO : EPOCH 17 - PROGRESS: at 86.50% examples, 700519 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:41,688 : INFO : EPOCH 17 - PROGRESS: at 86.85% examples, 700650 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:42,692 : INFO : EPOCH 17 - PROGRESS: at 87.22% examples, 700728 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:43,697 : INFO : EPOCH 17 - PROGRESS: at 87.57% examples, 700834 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:44,708 : INFO : EPOCH 17 - PROGRESS: at 87.92% examples, 700956 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:45,709 : INFO : EPOCH 17 - PROGRESS: at 88.27% examples, 701056 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:46,714 : INFO : EPOCH 17 - PROGRESS: at 88.65% examples, 701144 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:47,720 : INFO : EPOCH 17 - PROGRESS: at 89.00% examples, 701308 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:48,721 : INFO : EPOCH 17 - PROGRESS: at 89.34% examples, 701421 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:49,743 : INFO : EPOCH 17 - PROGRESS: at 89.74% examples, 701475 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:50,745 : INFO : EPOCH 17 - PROGRESS: at 90.09% examples, 701607 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:47:51,752 : INFO : EPOCH 17 - PROGRESS: at 90.48% examples, 701719 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:52,753 : INFO : EPOCH 17 - PROGRESS: at 90.84% examples, 701834 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:53,758 : INFO : EPOCH 17 - PROGRESS: at 91.22% examples, 701931 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:54,763 : INFO : EPOCH 17 - PROGRESS: at 91.60% examples, 702021 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:55,773 : INFO : EPOCH 17 - PROGRESS: at 91.95% examples, 702140 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:47:56,773 : INFO : EPOCH 17 - PROGRESS: at 92.30% examples, 702207 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:57,783 : INFO : EPOCH 17 - PROGRESS: at 92.63% examples, 702336 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:58,785 : INFO : EPOCH 17 - PROGRESS: at 92.98% examples, 702427 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:47:59,789 : INFO : EPOCH 17 - PROGRESS: at 93.34% examples, 702527 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:00,794 : INFO : EPOCH 17 - PROGRESS: at 93.69% examples, 702632 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:01,798 : INFO : EPOCH 17 - PROGRESS: at 94.05% examples, 702704 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:02,809 : INFO : EPOCH 17 - PROGRESS: at 94.40% examples, 702749 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:03,820 : INFO : EPOCH 17 - PROGRESS: at 94.77% examples, 702879 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:04,838 : INFO : EPOCH 17 - PROGRESS: at 95.09% examples, 703003 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:05,846 : INFO : EPOCH 17 - PROGRESS: at 95.44% examples, 703120 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:06,850 : INFO : EPOCH 17 - PROGRESS: at 95.81% examples, 703202 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:07,852 : INFO : EPOCH 17 - PROGRESS: at 96.17% examples, 703251 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:08,864 : INFO : EPOCH 17 - PROGRESS: at 96.51% examples, 703327 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:09,876 : INFO : EPOCH 17 - PROGRESS: at 96.85% examples, 703443 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:48:10,889 : INFO : EPOCH 17 - PROGRESS: at 97.22% examples, 703565 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:11,897 : INFO : EPOCH 17 - PROGRESS: at 97.61% examples, 703651 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:12,902 : INFO : EPOCH 17 - PROGRESS: at 97.97% examples, 703733 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:13,905 : INFO : EPOCH 17 - PROGRESS: at 98.35% examples, 703808 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:14,905 : INFO : EPOCH 17 - PROGRESS: at 98.73% examples, 703879 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:48:15,917 : INFO : EPOCH 17 - PROGRESS: at 99.10% examples, 703944 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:16,936 : INFO : EPOCH 17 - PROGRESS: at 99.44% examples, 704014 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:17,940 : INFO : EPOCH 17 - PROGRESS: at 99.78% examples, 704101 words/s, in_qsize 8, out_qsize 1
2020-07-24 09:48:18,529 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 09:48:18,536 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 09:48:18,545 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 09:48:18,558 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 09:48:18,559 : INFO : EPOCH - 17 : training on 265946082 raw words (206815823 effective words) took 293.7s, 704198 effective words/s
2020-07-24 09:48:19,573 : INFO : EPOCH 18 - PROGRESS: at 0.33% examples, 710492 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:48:20,577 : INFO : EPOCH 18 - PROGRESS: at 0.71% examples, 715059 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:21,580 : INFO : EPOCH 18 - PROGRESS: at 1.08% examples, 719591 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:22,581 : INFO : EPOCH 18 - PROGRESS: at 1.45% examples, 718323 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:23,581 : INFO : EPOCH 18 - PROGRESS: at 1.82% examples, 720968 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:24,583 : INFO : EPOCH 18 - PROGRESS: at 2.15% examples, 724815 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:25,585 : INFO : EPOCH 18 - PROGRESS: at 2.51% examples, 724643 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:48:26,586 : INFO : EPOCH 18 - PROGRESS: at 2.88% examples, 725233 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:48:27,603 : INFO : EPOCH 18 - PROGRESS: at 3.21% examples, 725678 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:48:28,608 : INFO : EPOCH 18 - PROGRESS: at 3.54% examples, 726161 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:29,621 : INFO : EPOCH 18 - PROGRESS: at 3.89% examples, 727378 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:30,632 : INFO : EPOCH 18 - PROGRESS: at 4.24% examples, 728017 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:31,647 : INFO : EPOCH 18 - PROGRESS: at 4.59% examples, 728078 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:32,649 : INFO : EPOCH 18 - PROGRESS: at 4.92% examples, 728528 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:33,654 : INFO : EPOCH 18 - PROGRESS: at 5.30% examples, 728393 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:34,658 : INFO : EPOCH 18 - PROGRESS: at 5.67% examples, 728726 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:35,664 : INFO : EPOCH 18 - PROGRESS: at 6.00% examples, 729338 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:36,664 : INFO : EPOCH 18 - PROGRESS: at 6.35% examples, 729137 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:37,666 : INFO : EPOCH 18 - PROGRESS: at 6.72% examples, 728740 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:38,683 : INFO : EPOCH 18 - PROGRESS: at 7.09% examples, 728079 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:39,685 : INFO : EPOCH 18 - PROGRESS: at 7.43% examples, 728276 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:40,694 : INFO : EPOCH 18 - PROGRESS: at 7.79% examples, 728570 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:41,709 : INFO : EPOCH 18 - PROGRESS: at 8.12% examples, 728629 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:42,711 : INFO : EPOCH 18 - PROGRESS: at 8.48% examples, 729007 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:43,716 : INFO : EPOCH 18 - PROGRESS: at 8.81% examples, 729398 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:44,734 : INFO : EPOCH 18 - PROGRESS: at 9.18% examples, 729108 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:45,740 : INFO : EPOCH 18 - PROGRESS: at 9.52% examples, 729514 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:46,748 : INFO : EPOCH 18 - PROGRESS: at 9.87% examples, 729228 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:48:47,762 : INFO : EPOCH 18 - PROGRESS: at 10.23% examples, 729576 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:48,766 : INFO : EPOCH 18 - PROGRESS: at 10.56% examples, 729771 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:49,767 : INFO : EPOCH 18 - PROGRESS: at 10.90% examples, 729962 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:50,770 : INFO : EPOCH 18 - PROGRESS: at 11.28% examples, 729982 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:51,782 : INFO : EPOCH 18 - PROGRESS: at 11.64% examples, 729933 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:52,788 : INFO : EPOCH 18 - PROGRESS: at 12.00% examples, 729983 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:53,808 : INFO : EPOCH 18 - PROGRESS: at 12.35% examples, 729968 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:54,826 : INFO : EPOCH 18 - PROGRESS: at 12.71% examples, 730053 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:48:55,832 : INFO : EPOCH 18 - PROGRESS: at 13.06% examples, 730067 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:56,836 : INFO : EPOCH 18 - PROGRESS: at 13.42% examples, 730429 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:57,848 : INFO : EPOCH 18 - PROGRESS: at 13.78% examples, 730284 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:58,849 : INFO : EPOCH 18 - PROGRESS: at 14.15% examples, 729929 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:48:59,852 : INFO : EPOCH 18 - PROGRESS: at 14.46% examples, 729237 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:00,854 : INFO : EPOCH 18 - PROGRESS: at 14.78% examples, 728512 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:49:01,867 : INFO : EPOCH 18 - PROGRESS: at 15.11% examples, 727752 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:02,888 : INFO : EPOCH 18 - PROGRESS: at 15.41% examples, 725161 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:03,899 : INFO : EPOCH 18 - PROGRESS: at 15.71% examples, 723552 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:49:04,900 : INFO : EPOCH 18 - PROGRESS: at 16.09% examples, 723851 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:05,903 : INFO : EPOCH 18 - PROGRESS: at 16.44% examples, 724066 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:06,911 : INFO : EPOCH 18 - PROGRESS: at 16.80% examples, 724081 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:07,914 : INFO : EPOCH 18 - PROGRESS: at 17.15% examples, 724261 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:08,916 : INFO : EPOCH 18 - PROGRESS: at 17.52% examples, 724357 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:09,934 : INFO : EPOCH 18 - PROGRESS: at 17.87% examples, 724457 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:10,950 : INFO : EPOCH 18 - PROGRESS: at 18.23% examples, 724547 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:11,956 : INFO : EPOCH 18 - PROGRESS: at 18.61% examples, 724664 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:12,967 : INFO : EPOCH 18 - PROGRESS: at 18.96% examples, 724897 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:13,970 : INFO : EPOCH 18 - PROGRESS: at 19.33% examples, 724988 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:14,973 : INFO : EPOCH 18 - PROGRESS: at 19.68% examples, 725080 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:15,982 : INFO : EPOCH 18 - PROGRESS: at 20.03% examples, 725161 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:16,991 : INFO : EPOCH 18 - PROGRESS: at 20.40% examples, 725069 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:49:17,996 : INFO : EPOCH 18 - PROGRESS: at 20.72% examples, 725278 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:19,011 : INFO : EPOCH 18 - PROGRESS: at 21.09% examples, 725439 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:20,019 : INFO : EPOCH 18 - PROGRESS: at 21.43% examples, 725782 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:21,024 : INFO : EPOCH 18 - PROGRESS: at 21.75% examples, 726107 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:22,034 : INFO : EPOCH 18 - PROGRESS: at 22.12% examples, 726230 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:23,038 : INFO : EPOCH 18 - PROGRESS: at 22.47% examples, 726328 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:24,039 : INFO : EPOCH 18 - PROGRESS: at 22.81% examples, 726379 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:25,050 : INFO : EPOCH 18 - PROGRESS: at 23.17% examples, 726466 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:26,061 : INFO : EPOCH 18 - PROGRESS: at 23.54% examples, 726436 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:27,063 : INFO : EPOCH 18 - PROGRESS: at 23.90% examples, 726660 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:28,074 : INFO : EPOCH 18 - PROGRESS: at 24.25% examples, 726741 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:29,083 : INFO : EPOCH 18 - PROGRESS: at 24.59% examples, 726858 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:30,097 : INFO : EPOCH 18 - PROGRESS: at 24.93% examples, 727124 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:31,109 : INFO : EPOCH 18 - PROGRESS: at 25.29% examples, 727047 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:49:32,129 : INFO : EPOCH 18 - PROGRESS: at 25.66% examples, 727085 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:49:33,143 : INFO : EPOCH 18 - PROGRESS: at 26.02% examples, 727266 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:49:34,144 : INFO : EPOCH 18 - PROGRESS: at 26.39% examples, 727386 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:35,146 : INFO : EPOCH 18 - PROGRESS: at 26.75% examples, 727306 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:36,153 : INFO : EPOCH 18 - PROGRESS: at 27.11% examples, 727351 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:37,154 : INFO : EPOCH 18 - PROGRESS: at 27.47% examples, 727339 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:38,157 : INFO : EPOCH 18 - PROGRESS: at 27.84% examples, 727401 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:39,165 : INFO : EPOCH 18 - PROGRESS: at 28.19% examples, 727366 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:40,170 : INFO : EPOCH 18 - PROGRESS: at 28.55% examples, 727498 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:41,171 : INFO : EPOCH 18 - PROGRESS: at 28.91% examples, 727604 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:42,178 : INFO : EPOCH 18 - PROGRESS: at 29.29% examples, 727639 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:43,183 : INFO : EPOCH 18 - PROGRESS: at 29.67% examples, 727702 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:44,194 : INFO : EPOCH 18 - PROGRESS: at 30.03% examples, 727797 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:45,198 : INFO : EPOCH 18 - PROGRESS: at 30.36% examples, 727935 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:46,199 : INFO : EPOCH 18 - PROGRESS: at 30.71% examples, 728001 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:47,209 : INFO : EPOCH 18 - PROGRESS: at 31.08% examples, 727857 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:48,217 : INFO : EPOCH 18 - PROGRESS: at 31.45% examples, 728008 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:49,233 : INFO : EPOCH 18 - PROGRESS: at 31.80% examples, 727904 words/s, in_qsize 8, out_qsize 1
2020-07-24 09:49:50,237 : INFO : EPOCH 18 - PROGRESS: at 32.16% examples, 728091 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:51,238 : INFO : EPOCH 18 - PROGRESS: at 32.50% examples, 728058 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:49:52,244 : INFO : EPOCH 18 - PROGRESS: at 32.85% examples, 728067 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:49:53,246 : INFO : EPOCH 18 - PROGRESS: at 33.21% examples, 728115 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:54,247 : INFO : EPOCH 18 - PROGRESS: at 33.57% examples, 728154 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:55,254 : INFO : EPOCH 18 - PROGRESS: at 33.94% examples, 728037 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:56,266 : INFO : EPOCH 18 - PROGRESS: at 34.29% examples, 728134 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:57,276 : INFO : EPOCH 18 - PROGRESS: at 34.64% examples, 728248 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:58,280 : INFO : EPOCH 18 - PROGRESS: at 35.02% examples, 728330 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:49:59,286 : INFO : EPOCH 18 - PROGRESS: at 35.37% examples, 728404 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:00,291 : INFO : EPOCH 18 - PROGRESS: at 35.73% examples, 728456 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:50:01,306 : INFO : EPOCH 18 - PROGRESS: at 36.10% examples, 728433 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:02,312 : INFO : EPOCH 18 - PROGRESS: at 36.47% examples, 728552 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:50:03,322 : INFO : EPOCH 18 - PROGRESS: at 36.81% examples, 728486 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:04,339 : INFO : EPOCH 18 - PROGRESS: at 37.15% examples, 728541 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:05,350 : INFO : EPOCH 18 - PROGRESS: at 37.52% examples, 728524 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:06,354 : INFO : EPOCH 18 - PROGRESS: at 37.88% examples, 728537 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:07,356 : INFO : EPOCH 18 - PROGRESS: at 38.24% examples, 728512 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:08,357 : INFO : EPOCH 18 - PROGRESS: at 38.59% examples, 728612 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:50:09,360 : INFO : EPOCH 18 - PROGRESS: at 38.93% examples, 728647 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:10,360 : INFO : EPOCH 18 - PROGRESS: at 39.31% examples, 728658 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:11,363 : INFO : EPOCH 18 - PROGRESS: at 39.67% examples, 728674 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:12,370 : INFO : EPOCH 18 - PROGRESS: at 40.01% examples, 728714 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:13,380 : INFO : EPOCH 18 - PROGRESS: at 40.37% examples, 728743 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:50:14,385 : INFO : EPOCH 18 - PROGRESS: at 40.72% examples, 728831 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:15,389 : INFO : EPOCH 18 - PROGRESS: at 41.08% examples, 728871 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:16,399 : INFO : EPOCH 18 - PROGRESS: at 41.43% examples, 728894 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:17,401 : INFO : EPOCH 18 - PROGRESS: at 41.78% examples, 728865 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:18,404 : INFO : EPOCH 18 - PROGRESS: at 42.13% examples, 728973 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:19,417 : INFO : EPOCH 18 - PROGRESS: at 42.47% examples, 728940 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:20,429 : INFO : EPOCH 18 - PROGRESS: at 42.84% examples, 729032 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:50:21,431 : INFO : EPOCH 18 - PROGRESS: at 43.19% examples, 729072 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:50:22,439 : INFO : EPOCH 18 - PROGRESS: at 43.56% examples, 729066 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:23,440 : INFO : EPOCH 18 - PROGRESS: at 43.90% examples, 728880 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:50:24,446 : INFO : EPOCH 18 - PROGRESS: at 44.26% examples, 728901 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:25,450 : INFO : EPOCH 18 - PROGRESS: at 44.61% examples, 728922 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:26,459 : INFO : EPOCH 18 - PROGRESS: at 44.94% examples, 729039 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:27,472 : INFO : EPOCH 18 - PROGRESS: at 45.30% examples, 729119 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:28,492 : INFO : EPOCH 18 - PROGRESS: at 45.65% examples, 729045 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:29,507 : INFO : EPOCH 18 - PROGRESS: at 46.02% examples, 729018 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:30,523 : INFO : EPOCH 18 - PROGRESS: at 46.38% examples, 729029 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:31,526 : INFO : EPOCH 18 - PROGRESS: at 46.75% examples, 729048 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:32,543 : INFO : EPOCH 18 - PROGRESS: at 47.11% examples, 729002 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:33,550 : INFO : EPOCH 18 - PROGRESS: at 47.48% examples, 729155 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:34,559 : INFO : EPOCH 18 - PROGRESS: at 47.86% examples, 729145 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:35,560 : INFO : EPOCH 18 - PROGRESS: at 48.20% examples, 729239 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:36,567 : INFO : EPOCH 18 - PROGRESS: at 48.55% examples, 729259 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:37,578 : INFO : EPOCH 18 - PROGRESS: at 48.93% examples, 729266 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:38,583 : INFO : EPOCH 18 - PROGRESS: at 49.32% examples, 729304 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:50:39,600 : INFO : EPOCH 18 - PROGRESS: at 49.68% examples, 729301 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:40,613 : INFO : EPOCH 18 - PROGRESS: at 50.04% examples, 729353 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:41,624 : INFO : EPOCH 18 - PROGRESS: at 50.39% examples, 729363 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:42,632 : INFO : EPOCH 18 - PROGRESS: at 50.76% examples, 729435 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:43,636 : INFO : EPOCH 18 - PROGRESS: at 51.12% examples, 729419 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:44,643 : INFO : EPOCH 18 - PROGRESS: at 51.48% examples, 729353 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:45,653 : INFO : EPOCH 18 - PROGRESS: at 51.82% examples, 729366 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:46,658 : INFO : EPOCH 18 - PROGRESS: at 52.19% examples, 729416 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:47,671 : INFO : EPOCH 18 - PROGRESS: at 52.55% examples, 729449 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:48,685 : INFO : EPOCH 18 - PROGRESS: at 52.90% examples, 729455 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:49,690 : INFO : EPOCH 18 - PROGRESS: at 53.27% examples, 729549 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:50,696 : INFO : EPOCH 18 - PROGRESS: at 53.60% examples, 729649 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:51,700 : INFO : EPOCH 18 - PROGRESS: at 53.94% examples, 729710 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:52,715 : INFO : EPOCH 18 - PROGRESS: at 54.30% examples, 729722 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:53,718 : INFO : EPOCH 18 - PROGRESS: at 54.68% examples, 729740 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:50:54,740 : INFO : EPOCH 18 - PROGRESS: at 55.02% examples, 729737 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:55,753 : INFO : EPOCH 18 - PROGRESS: at 55.35% examples, 729759 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:56,753 : INFO : EPOCH 18 - PROGRESS: at 55.70% examples, 729801 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:57,756 : INFO : EPOCH 18 - PROGRESS: at 56.05% examples, 729911 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:58,778 : INFO : EPOCH 18 - PROGRESS: at 56.40% examples, 729877 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:50:59,787 : INFO : EPOCH 18 - PROGRESS: at 56.76% examples, 729921 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:00,796 : INFO : EPOCH 18 - PROGRESS: at 57.10% examples, 729961 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:01,806 : INFO : EPOCH 18 - PROGRESS: at 57.48% examples, 729909 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:02,809 : INFO : EPOCH 18 - PROGRESS: at 57.82% examples, 729963 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:03,819 : INFO : EPOCH 18 - PROGRESS: at 58.15% examples, 729994 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:04,824 : INFO : EPOCH 18 - PROGRESS: at 58.52% examples, 730002 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:05,831 : INFO : EPOCH 18 - PROGRESS: at 58.87% examples, 730085 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:06,835 : INFO : EPOCH 18 - PROGRESS: at 59.24% examples, 730075 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:07,848 : INFO : EPOCH 18 - PROGRESS: at 59.59% examples, 730136 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:08,855 : INFO : EPOCH 18 - PROGRESS: at 59.96% examples, 730107 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:09,858 : INFO : EPOCH 18 - PROGRESS: at 60.33% examples, 730185 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:10,863 : INFO : EPOCH 18 - PROGRESS: at 60.67% examples, 730234 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:11,866 : INFO : EPOCH 18 - PROGRESS: at 61.05% examples, 730233 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:51:12,874 : INFO : EPOCH 18 - PROGRESS: at 61.42% examples, 730174 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:13,877 : INFO : EPOCH 18 - PROGRESS: at 61.78% examples, 730323 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:14,878 : INFO : EPOCH 18 - PROGRESS: at 62.14% examples, 730335 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:51:15,879 : INFO : EPOCH 18 - PROGRESS: at 62.47% examples, 730342 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:16,884 : INFO : EPOCH 18 - PROGRESS: at 62.81% examples, 730367 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:17,885 : INFO : EPOCH 18 - PROGRESS: at 63.15% examples, 730341 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:51:18,887 : INFO : EPOCH 18 - PROGRESS: at 63.50% examples, 730367 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:19,893 : INFO : EPOCH 18 - PROGRESS: at 63.85% examples, 730403 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:20,898 : INFO : EPOCH 18 - PROGRESS: at 64.19% examples, 730422 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:21,900 : INFO : EPOCH 18 - PROGRESS: at 64.56% examples, 730434 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:22,901 : INFO : EPOCH 18 - PROGRESS: at 64.92% examples, 730399 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:51:23,904 : INFO : EPOCH 18 - PROGRESS: at 65.27% examples, 730373 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:24,906 : INFO : EPOCH 18 - PROGRESS: at 65.63% examples, 730383 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:25,906 : INFO : EPOCH 18 - PROGRESS: at 66.00% examples, 730394 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:26,911 : INFO : EPOCH 18 - PROGRESS: at 66.33% examples, 730395 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:27,925 : INFO : EPOCH 18 - PROGRESS: at 66.65% examples, 730430 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:28,931 : INFO : EPOCH 18 - PROGRESS: at 67.04% examples, 730448 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:29,934 : INFO : EPOCH 18 - PROGRESS: at 67.37% examples, 730408 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:30,938 : INFO : EPOCH 18 - PROGRESS: at 67.74% examples, 730455 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:31,944 : INFO : EPOCH 18 - PROGRESS: at 68.12% examples, 730464 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:32,956 : INFO : EPOCH 18 - PROGRESS: at 68.45% examples, 730131 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:33,958 : INFO : EPOCH 18 - PROGRESS: at 68.76% examples, 729804 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:34,967 : INFO : EPOCH 18 - PROGRESS: at 69.10% examples, 729463 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:35,968 : INFO : EPOCH 18 - PROGRESS: at 69.44% examples, 729107 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:36,973 : INFO : EPOCH 18 - PROGRESS: at 69.77% examples, 728789 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:37,981 : INFO : EPOCH 18 - PROGRESS: at 70.08% examples, 728472 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:38,989 : INFO : EPOCH 18 - PROGRESS: at 70.39% examples, 728071 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:40,002 : INFO : EPOCH 18 - PROGRESS: at 70.70% examples, 727574 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:41,004 : INFO : EPOCH 18 - PROGRESS: at 71.01% examples, 727160 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:51:42,008 : INFO : EPOCH 18 - PROGRESS: at 71.32% examples, 726719 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:43,018 : INFO : EPOCH 18 - PROGRESS: at 71.62% examples, 725974 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:44,025 : INFO : EPOCH 18 - PROGRESS: at 71.94% examples, 725674 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:45,030 : INFO : EPOCH 18 - PROGRESS: at 72.29% examples, 725630 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:46,054 : INFO : EPOCH 18 - PROGRESS: at 72.65% examples, 725632 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:47,058 : INFO : EPOCH 18 - PROGRESS: at 73.00% examples, 725675 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:48,059 : INFO : EPOCH 18 - PROGRESS: at 73.37% examples, 725704 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:49,061 : INFO : EPOCH 18 - PROGRESS: at 73.73% examples, 725701 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:50,068 : INFO : EPOCH 18 - PROGRESS: at 74.11% examples, 725643 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:51,074 : INFO : EPOCH 18 - PROGRESS: at 74.48% examples, 725701 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:52,075 : INFO : EPOCH 18 - PROGRESS: at 74.82% examples, 725740 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:53,080 : INFO : EPOCH 18 - PROGRESS: at 75.19% examples, 725765 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:54,090 : INFO : EPOCH 18 - PROGRESS: at 75.54% examples, 725715 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:55,102 : INFO : EPOCH 18 - PROGRESS: at 75.89% examples, 725765 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:56,104 : INFO : EPOCH 18 - PROGRESS: at 76.24% examples, 725843 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:57,109 : INFO : EPOCH 18 - PROGRESS: at 76.59% examples, 725899 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:58,111 : INFO : EPOCH 18 - PROGRESS: at 76.92% examples, 725878 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:51:59,121 : INFO : EPOCH 18 - PROGRESS: at 77.29% examples, 725858 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:00,134 : INFO : EPOCH 18 - PROGRESS: at 77.65% examples, 725884 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:01,145 : INFO : EPOCH 18 - PROGRESS: at 78.02% examples, 725917 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:02,153 : INFO : EPOCH 18 - PROGRESS: at 78.36% examples, 725958 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:03,167 : INFO : EPOCH 18 - PROGRESS: at 78.70% examples, 725957 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:04,171 : INFO : EPOCH 18 - PROGRESS: at 79.09% examples, 725916 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:52:05,173 : INFO : EPOCH 18 - PROGRESS: at 79.46% examples, 725931 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:06,175 : INFO : EPOCH 18 - PROGRESS: at 79.78% examples, 725963 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:07,179 : INFO : EPOCH 18 - PROGRESS: at 80.15% examples, 725971 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:08,183 : INFO : EPOCH 18 - PROGRESS: at 80.50% examples, 725955 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:09,186 : INFO : EPOCH 18 - PROGRESS: at 80.85% examples, 725991 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:52:10,196 : INFO : EPOCH 18 - PROGRESS: at 81.21% examples, 726009 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:11,200 : INFO : EPOCH 18 - PROGRESS: at 81.56% examples, 726022 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:12,200 : INFO : EPOCH 18 - PROGRESS: at 81.92% examples, 726049 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:13,210 : INFO : EPOCH 18 - PROGRESS: at 82.24% examples, 726095 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:14,211 : INFO : EPOCH 18 - PROGRESS: at 82.57% examples, 726096 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:15,213 : INFO : EPOCH 18 - PROGRESS: at 82.96% examples, 726165 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:16,217 : INFO : EPOCH 18 - PROGRESS: at 83.28% examples, 726214 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:17,220 : INFO : EPOCH 18 - PROGRESS: at 83.63% examples, 726202 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:18,224 : INFO : EPOCH 18 - PROGRESS: at 83.98% examples, 726266 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:19,230 : INFO : EPOCH 18 - PROGRESS: at 84.35% examples, 726268 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:20,230 : INFO : EPOCH 18 - PROGRESS: at 84.74% examples, 726264 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:21,245 : INFO : EPOCH 18 - PROGRESS: at 85.09% examples, 726260 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:22,248 : INFO : EPOCH 18 - PROGRESS: at 85.44% examples, 726336 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:23,250 : INFO : EPOCH 18 - PROGRESS: at 85.81% examples, 726359 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:24,257 : INFO : EPOCH 18 - PROGRESS: at 86.16% examples, 726360 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:25,258 : INFO : EPOCH 18 - PROGRESS: at 86.49% examples, 726417 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:26,262 : INFO : EPOCH 18 - PROGRESS: at 86.85% examples, 726401 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:52:27,271 : INFO : EPOCH 18 - PROGRESS: at 87.22% examples, 726426 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:28,278 : INFO : EPOCH 18 - PROGRESS: at 87.58% examples, 726448 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:29,292 : INFO : EPOCH 18 - PROGRESS: at 87.92% examples, 726473 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:52:30,295 : INFO : EPOCH 18 - PROGRESS: at 88.28% examples, 726496 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:31,299 : INFO : EPOCH 18 - PROGRESS: at 88.66% examples, 726462 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:32,300 : INFO : EPOCH 18 - PROGRESS: at 89.00% examples, 726514 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:33,316 : INFO : EPOCH 18 - PROGRESS: at 89.35% examples, 726538 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:34,317 : INFO : EPOCH 18 - PROGRESS: at 89.74% examples, 726534 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:35,324 : INFO : EPOCH 18 - PROGRESS: at 90.10% examples, 726560 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:36,330 : INFO : EPOCH 18 - PROGRESS: at 90.49% examples, 726575 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:37,348 : INFO : EPOCH 18 - PROGRESS: at 90.84% examples, 726544 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:38,350 : INFO : EPOCH 18 - PROGRESS: at 91.23% examples, 726568 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:39,351 : INFO : EPOCH 18 - PROGRESS: at 91.60% examples, 726570 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:40,357 : INFO : EPOCH 18 - PROGRESS: at 91.96% examples, 726610 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:41,361 : INFO : EPOCH 18 - PROGRESS: at 92.31% examples, 726604 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:42,372 : INFO : EPOCH 18 - PROGRESS: at 92.64% examples, 726631 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:43,380 : INFO : EPOCH 18 - PROGRESS: at 92.99% examples, 726602 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:44,380 : INFO : EPOCH 18 - PROGRESS: at 93.35% examples, 726653 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:45,382 : INFO : EPOCH 18 - PROGRESS: at 93.70% examples, 726658 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:46,383 : INFO : EPOCH 18 - PROGRESS: at 94.06% examples, 726685 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:47,385 : INFO : EPOCH 18 - PROGRESS: at 94.41% examples, 726663 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:48,389 : INFO : EPOCH 18 - PROGRESS: at 94.77% examples, 726645 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:49,408 : INFO : EPOCH 18 - PROGRESS: at 95.09% examples, 726699 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:50,416 : INFO : EPOCH 18 - PROGRESS: at 95.44% examples, 726706 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:51,427 : INFO : EPOCH 18 - PROGRESS: at 95.81% examples, 726710 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:52,436 : INFO : EPOCH 18 - PROGRESS: at 96.18% examples, 726681 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:53,442 : INFO : EPOCH 18 - PROGRESS: at 96.51% examples, 726665 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:54,447 : INFO : EPOCH 18 - PROGRESS: at 96.85% examples, 726717 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:55,459 : INFO : EPOCH 18 - PROGRESS: at 97.21% examples, 726737 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:52:56,460 : INFO : EPOCH 18 - PROGRESS: at 97.60% examples, 726726 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:57,465 : INFO : EPOCH 18 - PROGRESS: at 97.97% examples, 726759 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:52:58,474 : INFO : EPOCH 18 - PROGRESS: at 98.34% examples, 726744 words/s, in_qsize 8, out_qsize 1
2020-07-24 09:52:59,486 : INFO : EPOCH 18 - PROGRESS: at 98.74% examples, 726752 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:00,487 : INFO : EPOCH 18 - PROGRESS: at 99.10% examples, 726739 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:01,489 : INFO : EPOCH 18 - PROGRESS: at 99.44% examples, 726799 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:02,500 : INFO : EPOCH 18 - PROGRESS: at 99.79% examples, 726782 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:03,083 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 09:53:03,092 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 09:53:03,101 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 09:53:03,111 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 09:53:03,112 : INFO : EPOCH - 18 : training on 265946082 raw words (206817081 effective words) took 284.5s, 726833 effective words/s
2020-07-24 09:53:04,130 : INFO : EPOCH 19 - PROGRESS: at 0.34% examples, 715923 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:53:05,131 : INFO : EPOCH 19 - PROGRESS: at 0.72% examples, 722412 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:06,145 : INFO : EPOCH 19 - PROGRESS: at 1.08% examples, 721655 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:07,157 : INFO : EPOCH 19 - PROGRESS: at 1.47% examples, 723059 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:08,165 : INFO : EPOCH 19 - PROGRESS: at 1.83% examples, 724595 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:09,167 : INFO : EPOCH 19 - PROGRESS: at 2.18% examples, 727461 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:10,168 : INFO : EPOCH 19 - PROGRESS: at 2.53% examples, 727715 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:11,173 : INFO : EPOCH 19 - PROGRESS: at 2.90% examples, 726400 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:12,184 : INFO : EPOCH 19 - PROGRESS: at 3.23% examples, 727404 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:13,187 : INFO : EPOCH 19 - PROGRESS: at 3.57% examples, 728143 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:14,192 : INFO : EPOCH 19 - PROGRESS: at 3.90% examples, 729123 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:15,201 : INFO : EPOCH 19 - PROGRESS: at 4.25% examples, 729129 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:16,206 : INFO : EPOCH 19 - PROGRESS: at 4.60% examples, 729665 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:17,210 : INFO : EPOCH 19 - PROGRESS: at 4.93% examples, 729778 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:18,213 : INFO : EPOCH 19 - PROGRESS: at 5.31% examples, 729579 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:19,216 : INFO : EPOCH 19 - PROGRESS: at 5.67% examples, 729553 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:20,224 : INFO : EPOCH 19 - PROGRESS: at 6.02% examples, 730329 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:21,230 : INFO : EPOCH 19 - PROGRESS: at 6.37% examples, 730923 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:22,243 : INFO : EPOCH 19 - PROGRESS: at 6.74% examples, 730318 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:23,247 : INFO : EPOCH 19 - PROGRESS: at 7.12% examples, 730341 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:24,248 : INFO : EPOCH 19 - PROGRESS: at 7.45% examples, 730080 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:25,255 : INFO : EPOCH 19 - PROGRESS: at 7.80% examples, 730630 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:26,256 : INFO : EPOCH 19 - PROGRESS: at 8.14% examples, 730855 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:27,268 : INFO : EPOCH 19 - PROGRESS: at 8.49% examples, 730806 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:28,283 : INFO : EPOCH 19 - PROGRESS: at 8.83% examples, 730784 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:29,283 : INFO : EPOCH 19 - PROGRESS: at 9.20% examples, 730892 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:30,290 : INFO : EPOCH 19 - PROGRESS: at 9.54% examples, 730665 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:31,294 : INFO : EPOCH 19 - PROGRESS: at 9.89% examples, 731061 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:32,296 : INFO : EPOCH 19 - PROGRESS: at 10.24% examples, 731045 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:33,301 : INFO : EPOCH 19 - PROGRESS: at 10.57% examples, 731251 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:53:34,303 : INFO : EPOCH 19 - PROGRESS: at 10.92% examples, 731591 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:35,317 : INFO : EPOCH 19 - PROGRESS: at 11.30% examples, 731254 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:36,317 : INFO : EPOCH 19 - PROGRESS: at 11.65% examples, 731104 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:37,339 : INFO : EPOCH 19 - PROGRESS: at 12.01% examples, 730720 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:38,357 : INFO : EPOCH 19 - PROGRESS: at 12.37% examples, 730858 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:39,372 : INFO : EPOCH 19 - PROGRESS: at 12.72% examples, 731015 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:40,374 : INFO : EPOCH 19 - PROGRESS: at 13.07% examples, 731046 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:41,379 : INFO : EPOCH 19 - PROGRESS: at 13.43% examples, 731508 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:42,383 : INFO : EPOCH 19 - PROGRESS: at 13.79% examples, 731389 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:43,400 : INFO : EPOCH 19 - PROGRESS: at 14.16% examples, 730853 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:44,406 : INFO : EPOCH 19 - PROGRESS: at 14.49% examples, 730948 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:45,417 : INFO : EPOCH 19 - PROGRESS: at 14.83% examples, 730854 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:46,420 : INFO : EPOCH 19 - PROGRESS: at 15.17% examples, 730933 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:47,423 : INFO : EPOCH 19 - PROGRESS: at 15.52% examples, 730639 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:48,432 : INFO : EPOCH 19 - PROGRESS: at 15.86% examples, 730606 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:49,447 : INFO : EPOCH 19 - PROGRESS: at 16.23% examples, 730551 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:50,458 : INFO : EPOCH 19 - PROGRESS: at 16.60% examples, 730621 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:51,465 : INFO : EPOCH 19 - PROGRESS: at 16.94% examples, 730617 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:52,473 : INFO : EPOCH 19 - PROGRESS: at 17.31% examples, 730680 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:53,478 : INFO : EPOCH 19 - PROGRESS: at 17.66% examples, 730606 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:54,484 : INFO : EPOCH 19 - PROGRESS: at 18.03% examples, 730589 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:55,505 : INFO : EPOCH 19 - PROGRESS: at 18.38% examples, 730452 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:56,510 : INFO : EPOCH 19 - PROGRESS: at 18.76% examples, 730548 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:57,535 : INFO : EPOCH 19 - PROGRESS: at 19.11% examples, 730543 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:53:58,541 : INFO : EPOCH 19 - PROGRESS: at 19.48% examples, 730338 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:53:59,555 : INFO : EPOCH 19 - PROGRESS: at 19.83% examples, 730407 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:00,574 : INFO : EPOCH 19 - PROGRESS: at 20.20% examples, 730243 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:01,583 : INFO : EPOCH 19 - PROGRESS: at 20.54% examples, 730255 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:02,601 : INFO : EPOCH 19 - PROGRESS: at 20.88% examples, 730178 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:03,606 : INFO : EPOCH 19 - PROGRESS: at 21.23% examples, 730182 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:04,614 : INFO : EPOCH 19 - PROGRESS: at 21.56% examples, 730207 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:05,621 : INFO : EPOCH 19 - PROGRESS: at 21.89% examples, 730467 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:06,626 : INFO : EPOCH 19 - PROGRESS: at 22.27% examples, 730461 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:07,636 : INFO : EPOCH 19 - PROGRESS: at 22.62% examples, 730508 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:08,646 : INFO : EPOCH 19 - PROGRESS: at 22.96% examples, 730514 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:09,654 : INFO : EPOCH 19 - PROGRESS: at 23.31% examples, 730538 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:10,663 : INFO : EPOCH 19 - PROGRESS: at 23.69% examples, 730425 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:11,672 : INFO : EPOCH 19 - PROGRESS: at 24.05% examples, 730434 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:12,677 : INFO : EPOCH 19 - PROGRESS: at 24.39% examples, 730675 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:13,680 : INFO : EPOCH 19 - PROGRESS: at 24.75% examples, 730698 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:14,682 : INFO : EPOCH 19 - PROGRESS: at 25.07% examples, 730715 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:15,693 : INFO : EPOCH 19 - PROGRESS: at 25.43% examples, 730632 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:16,701 : INFO : EPOCH 19 - PROGRESS: at 25.80% examples, 730663 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:17,714 : INFO : EPOCH 19 - PROGRESS: at 26.17% examples, 730677 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:18,715 : INFO : EPOCH 19 - PROGRESS: at 26.52% examples, 730621 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:19,715 : INFO : EPOCH 19 - PROGRESS: at 26.89% examples, 730204 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:20,720 : INFO : EPOCH 19 - PROGRESS: at 27.21% examples, 729666 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:21,731 : INFO : EPOCH 19 - PROGRESS: at 27.56% examples, 729360 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:22,755 : INFO : EPOCH 19 - PROGRESS: at 27.89% examples, 728026 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:23,784 : INFO : EPOCH 19 - PROGRESS: at 28.19% examples, 726797 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:24,785 : INFO : EPOCH 19 - PROGRESS: at 28.55% examples, 726985 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:25,790 : INFO : EPOCH 19 - PROGRESS: at 28.91% examples, 727053 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:26,795 : INFO : EPOCH 19 - PROGRESS: at 29.29% examples, 727115 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:27,807 : INFO : EPOCH 19 - PROGRESS: at 29.67% examples, 727126 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:28,826 : INFO : EPOCH 19 - PROGRESS: at 30.03% examples, 727156 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:29,840 : INFO : EPOCH 19 - PROGRESS: at 30.36% examples, 727021 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:30,844 : INFO : EPOCH 19 - PROGRESS: at 30.71% examples, 727190 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:31,857 : INFO : EPOCH 19 - PROGRESS: at 31.08% examples, 727107 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:32,861 : INFO : EPOCH 19 - PROGRESS: at 31.45% examples, 727218 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:33,875 : INFO : EPOCH 19 - PROGRESS: at 31.80% examples, 727228 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:34,879 : INFO : EPOCH 19 - PROGRESS: at 32.16% examples, 727338 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:35,880 : INFO : EPOCH 19 - PROGRESS: at 32.50% examples, 727392 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:54:36,880 : INFO : EPOCH 19 - PROGRESS: at 32.85% examples, 727460 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:37,884 : INFO : EPOCH 19 - PROGRESS: at 33.21% examples, 727503 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:38,906 : INFO : EPOCH 19 - PROGRESS: at 33.58% examples, 727464 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:39,907 : INFO : EPOCH 19 - PROGRESS: at 33.95% examples, 727547 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:40,912 : INFO : EPOCH 19 - PROGRESS: at 34.29% examples, 727554 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:41,913 : INFO : EPOCH 19 - PROGRESS: at 34.64% examples, 727662 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:54:42,916 : INFO : EPOCH 19 - PROGRESS: at 35.02% examples, 727756 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:43,918 : INFO : EPOCH 19 - PROGRESS: at 35.37% examples, 727778 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:54:44,919 : INFO : EPOCH 19 - PROGRESS: at 35.72% examples, 727789 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:54:45,922 : INFO : EPOCH 19 - PROGRESS: at 36.09% examples, 727811 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:46,923 : INFO : EPOCH 19 - PROGRESS: at 36.46% examples, 727882 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:47,933 : INFO : EPOCH 19 - PROGRESS: at 36.80% examples, 727957 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:48,939 : INFO : EPOCH 19 - PROGRESS: at 37.13% examples, 728016 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:49,947 : INFO : EPOCH 19 - PROGRESS: at 37.50% examples, 727955 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:50,954 : INFO : EPOCH 19 - PROGRESS: at 37.87% examples, 728097 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:51,956 : INFO : EPOCH 19 - PROGRESS: at 38.23% examples, 728068 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:52,965 : INFO : EPOCH 19 - PROGRESS: at 38.58% examples, 728121 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:53,970 : INFO : EPOCH 19 - PROGRESS: at 38.92% examples, 728211 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:54,977 : INFO : EPOCH 19 - PROGRESS: at 39.31% examples, 728183 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:55,984 : INFO : EPOCH 19 - PROGRESS: at 39.66% examples, 728186 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:56,988 : INFO : EPOCH 19 - PROGRESS: at 40.01% examples, 728259 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:57,994 : INFO : EPOCH 19 - PROGRESS: at 40.36% examples, 728310 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:54:58,997 : INFO : EPOCH 19 - PROGRESS: at 40.71% examples, 728293 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:00,016 : INFO : EPOCH 19 - PROGRESS: at 41.07% examples, 728251 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:01,023 : INFO : EPOCH 19 - PROGRESS: at 41.42% examples, 728382 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:02,032 : INFO : EPOCH 19 - PROGRESS: at 41.78% examples, 728349 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:03,047 : INFO : EPOCH 19 - PROGRESS: at 42.12% examples, 728396 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:04,067 : INFO : EPOCH 19 - PROGRESS: at 42.47% examples, 728368 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:05,070 : INFO : EPOCH 19 - PROGRESS: at 42.84% examples, 728466 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:06,071 : INFO : EPOCH 19 - PROGRESS: at 43.18% examples, 728460 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:07,082 : INFO : EPOCH 19 - PROGRESS: at 43.55% examples, 728369 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:55:08,092 : INFO : EPOCH 19 - PROGRESS: at 43.90% examples, 728427 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:09,102 : INFO : EPOCH 19 - PROGRESS: at 44.27% examples, 728487 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:10,121 : INFO : EPOCH 19 - PROGRESS: at 44.62% examples, 728487 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:11,129 : INFO : EPOCH 19 - PROGRESS: at 44.95% examples, 728563 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:12,134 : INFO : EPOCH 19 - PROGRESS: at 45.30% examples, 728581 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:13,135 : INFO : EPOCH 19 - PROGRESS: at 45.65% examples, 728619 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:14,151 : INFO : EPOCH 19 - PROGRESS: at 46.03% examples, 728584 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:55:15,153 : INFO : EPOCH 19 - PROGRESS: at 46.38% examples, 728618 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:16,159 : INFO : EPOCH 19 - PROGRESS: at 46.75% examples, 728674 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:17,164 : INFO : EPOCH 19 - PROGRESS: at 47.12% examples, 728700 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:55:18,164 : INFO : EPOCH 19 - PROGRESS: at 47.47% examples, 728721 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:19,165 : INFO : EPOCH 19 - PROGRESS: at 47.85% examples, 728761 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:20,168 : INFO : EPOCH 19 - PROGRESS: at 48.19% examples, 728808 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:21,176 : INFO : EPOCH 19 - PROGRESS: at 48.55% examples, 728921 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:22,200 : INFO : EPOCH 19 - PROGRESS: at 48.93% examples, 728920 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:23,201 : INFO : EPOCH 19 - PROGRESS: at 49.32% examples, 728984 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:24,207 : INFO : EPOCH 19 - PROGRESS: at 49.68% examples, 728984 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:25,217 : INFO : EPOCH 19 - PROGRESS: at 50.03% examples, 728959 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:26,223 : INFO : EPOCH 19 - PROGRESS: at 50.39% examples, 729095 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:27,224 : INFO : EPOCH 19 - PROGRESS: at 50.75% examples, 729090 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:28,235 : INFO : EPOCH 19 - PROGRESS: at 51.10% examples, 729047 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:29,244 : INFO : EPOCH 19 - PROGRESS: at 51.47% examples, 729081 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:30,258 : INFO : EPOCH 19 - PROGRESS: at 51.82% examples, 729127 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:31,258 : INFO : EPOCH 19 - PROGRESS: at 52.18% examples, 729110 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:32,259 : INFO : EPOCH 19 - PROGRESS: at 52.53% examples, 729108 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:33,268 : INFO : EPOCH 19 - PROGRESS: at 52.89% examples, 729173 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:34,273 : INFO : EPOCH 19 - PROGRESS: at 53.26% examples, 729269 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:35,275 : INFO : EPOCH 19 - PROGRESS: at 53.58% examples, 729302 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:36,278 : INFO : EPOCH 19 - PROGRESS: at 53.92% examples, 729380 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:37,285 : INFO : EPOCH 19 - PROGRESS: at 54.27% examples, 729366 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:38,292 : INFO : EPOCH 19 - PROGRESS: at 54.65% examples, 729366 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:39,297 : INFO : EPOCH 19 - PROGRESS: at 54.99% examples, 729395 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:40,302 : INFO : EPOCH 19 - PROGRESS: at 55.32% examples, 729388 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:41,314 : INFO : EPOCH 19 - PROGRESS: at 55.67% examples, 729389 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:42,317 : INFO : EPOCH 19 - PROGRESS: at 56.01% examples, 729483 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:43,322 : INFO : EPOCH 19 - PROGRESS: at 56.36% examples, 729528 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:44,322 : INFO : EPOCH 19 - PROGRESS: at 56.72% examples, 729492 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:45,325 : INFO : EPOCH 19 - PROGRESS: at 57.06% examples, 729558 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:46,343 : INFO : EPOCH 19 - PROGRESS: at 57.43% examples, 729486 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:55:47,359 : INFO : EPOCH 19 - PROGRESS: at 57.78% examples, 729509 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:48,361 : INFO : EPOCH 19 - PROGRESS: at 58.12% examples, 729545 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:49,368 : INFO : EPOCH 19 - PROGRESS: at 58.48% examples, 729617 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:50,373 : INFO : EPOCH 19 - PROGRESS: at 58.84% examples, 729657 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:55:51,374 : INFO : EPOCH 19 - PROGRESS: at 59.21% examples, 729631 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:55:52,383 : INFO : EPOCH 19 - PROGRESS: at 59.55% examples, 729765 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:53,384 : INFO : EPOCH 19 - PROGRESS: at 59.93% examples, 729805 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:54,389 : INFO : EPOCH 19 - PROGRESS: at 60.28% examples, 729793 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:55,394 : INFO : EPOCH 19 - PROGRESS: at 60.63% examples, 729819 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:56,398 : INFO : EPOCH 19 - PROGRESS: at 60.99% examples, 729740 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:57,402 : INFO : EPOCH 19 - PROGRESS: at 61.36% examples, 729768 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:58,403 : INFO : EPOCH 19 - PROGRESS: at 61.72% examples, 729785 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:55:59,411 : INFO : EPOCH 19 - PROGRESS: at 62.10% examples, 729834 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:00,416 : INFO : EPOCH 19 - PROGRESS: at 62.42% examples, 729795 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:01,425 : INFO : EPOCH 19 - PROGRESS: at 62.75% examples, 729812 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:56:02,426 : INFO : EPOCH 19 - PROGRESS: at 63.10% examples, 729805 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:03,434 : INFO : EPOCH 19 - PROGRESS: at 63.45% examples, 729778 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:04,437 : INFO : EPOCH 19 - PROGRESS: at 63.79% examples, 729779 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:05,440 : INFO : EPOCH 19 - PROGRESS: at 64.14% examples, 729829 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:56:06,442 : INFO : EPOCH 19 - PROGRESS: at 64.49% examples, 729819 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:07,450 : INFO : EPOCH 19 - PROGRESS: at 64.86% examples, 729801 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:08,454 : INFO : EPOCH 19 - PROGRESS: at 65.21% examples, 729808 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:09,465 : INFO : EPOCH 19 - PROGRESS: at 65.58% examples, 729825 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:10,468 : INFO : EPOCH 19 - PROGRESS: at 65.95% examples, 729824 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:11,479 : INFO : EPOCH 19 - PROGRESS: at 66.28% examples, 729867 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:12,483 : INFO : EPOCH 19 - PROGRESS: at 66.60% examples, 729989 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:13,490 : INFO : EPOCH 19 - PROGRESS: at 67.01% examples, 729942 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:14,494 : INFO : EPOCH 19 - PROGRESS: at 67.34% examples, 729974 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:15,496 : INFO : EPOCH 19 - PROGRESS: at 67.70% examples, 729971 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:16,499 : INFO : EPOCH 19 - PROGRESS: at 68.07% examples, 729978 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:17,499 : INFO : EPOCH 19 - PROGRESS: at 68.42% examples, 729939 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:18,506 : INFO : EPOCH 19 - PROGRESS: at 68.78% examples, 729962 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:19,520 : INFO : EPOCH 19 - PROGRESS: at 69.15% examples, 729939 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:20,527 : INFO : EPOCH 19 - PROGRESS: at 69.52% examples, 729945 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:21,535 : INFO : EPOCH 19 - PROGRESS: at 69.89% examples, 729958 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:22,537 : INFO : EPOCH 19 - PROGRESS: at 70.24% examples, 730012 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:23,548 : INFO : EPOCH 19 - PROGRESS: at 70.57% examples, 730029 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:24,549 : INFO : EPOCH 19 - PROGRESS: at 70.94% examples, 730052 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:56:25,555 : INFO : EPOCH 19 - PROGRESS: at 71.29% examples, 730056 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:26,567 : INFO : EPOCH 19 - PROGRESS: at 71.66% examples, 730042 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:27,570 : INFO : EPOCH 19 - PROGRESS: at 72.02% examples, 730092 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:28,585 : INFO : EPOCH 19 - PROGRESS: at 72.38% examples, 730102 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:29,594 : INFO : EPOCH 19 - PROGRESS: at 72.75% examples, 730105 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:30,603 : INFO : EPOCH 19 - PROGRESS: at 73.10% examples, 730071 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:31,604 : INFO : EPOCH 19 - PROGRESS: at 73.46% examples, 730130 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:32,611 : INFO : EPOCH 19 - PROGRESS: at 73.83% examples, 730114 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:33,624 : INFO : EPOCH 19 - PROGRESS: at 74.22% examples, 730077 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:34,635 : INFO : EPOCH 19 - PROGRESS: at 74.58% examples, 730059 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:35,638 : INFO : EPOCH 19 - PROGRESS: at 74.92% examples, 730156 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:56:36,644 : INFO : EPOCH 19 - PROGRESS: at 75.30% examples, 730113 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:56:37,654 : INFO : EPOCH 19 - PROGRESS: at 75.64% examples, 730077 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:38,661 : INFO : EPOCH 19 - PROGRESS: at 76.01% examples, 730106 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:39,692 : INFO : EPOCH 19 - PROGRESS: at 76.36% examples, 730113 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:56:40,699 : INFO : EPOCH 19 - PROGRESS: at 76.69% examples, 730168 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:41,711 : INFO : EPOCH 19 - PROGRESS: at 77.05% examples, 730166 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:56:42,713 : INFO : EPOCH 19 - PROGRESS: at 77.41% examples, 730174 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:43,715 : INFO : EPOCH 19 - PROGRESS: at 77.77% examples, 730186 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:44,730 : INFO : EPOCH 19 - PROGRESS: at 78.14% examples, 730158 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:45,738 : INFO : EPOCH 19 - PROGRESS: at 78.47% examples, 730192 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:46,741 : INFO : EPOCH 19 - PROGRESS: at 78.82% examples, 730218 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:56:47,745 : INFO : EPOCH 19 - PROGRESS: at 79.20% examples, 730152 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:48,755 : INFO : EPOCH 19 - PROGRESS: at 79.56% examples, 730145 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:49,759 : INFO : EPOCH 19 - PROGRESS: at 79.91% examples, 730122 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:50,768 : INFO : EPOCH 19 - PROGRESS: at 80.28% examples, 730174 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:51,770 : INFO : EPOCH 19 - PROGRESS: at 80.63% examples, 730195 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:52,786 : INFO : EPOCH 19 - PROGRESS: at 80.99% examples, 730173 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:53,792 : INFO : EPOCH 19 - PROGRESS: at 81.34% examples, 730199 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:54,799 : INFO : EPOCH 19 - PROGRESS: at 81.68% examples, 730196 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:56:55,799 : INFO : EPOCH 19 - PROGRESS: at 82.03% examples, 730189 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:56:56,800 : INFO : EPOCH 19 - PROGRESS: at 82.37% examples, 730211 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:56:57,809 : INFO : EPOCH 19 - PROGRESS: at 82.71% examples, 730230 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:58,822 : INFO : EPOCH 19 - PROGRESS: at 83.07% examples, 730181 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:56:59,825 : INFO : EPOCH 19 - PROGRESS: at 83.39% examples, 730121 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:00,842 : INFO : EPOCH 19 - PROGRESS: at 83.72% examples, 729961 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:01,853 : INFO : EPOCH 19 - PROGRESS: at 84.07% examples, 729793 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:02,859 : INFO : EPOCH 19 - PROGRESS: at 84.38% examples, 729298 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:03,867 : INFO : EPOCH 19 - PROGRESS: at 84.73% examples, 728965 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:57:04,884 : INFO : EPOCH 19 - PROGRESS: at 85.09% examples, 729002 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:05,885 : INFO : EPOCH 19 - PROGRESS: at 85.43% examples, 729020 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:06,888 : INFO : EPOCH 19 - PROGRESS: at 85.80% examples, 729019 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:07,889 : INFO : EPOCH 19 - PROGRESS: at 86.15% examples, 729019 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:08,891 : INFO : EPOCH 19 - PROGRESS: at 86.48% examples, 729031 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:09,892 : INFO : EPOCH 19 - PROGRESS: at 86.84% examples, 729090 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:10,893 : INFO : EPOCH 19 - PROGRESS: at 87.21% examples, 729063 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:11,898 : INFO : EPOCH 19 - PROGRESS: at 87.56% examples, 729061 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:12,906 : INFO : EPOCH 19 - PROGRESS: at 87.91% examples, 729091 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:13,910 : INFO : EPOCH 19 - PROGRESS: at 88.27% examples, 729061 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:14,915 : INFO : EPOCH 19 - PROGRESS: at 88.65% examples, 729076 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:15,932 : INFO : EPOCH 19 - PROGRESS: at 88.99% examples, 729106 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:57:16,939 : INFO : EPOCH 19 - PROGRESS: at 89.34% examples, 729154 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:17,940 : INFO : EPOCH 19 - PROGRESS: at 89.73% examples, 729111 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:18,944 : INFO : EPOCH 19 - PROGRESS: at 90.09% examples, 729113 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:19,958 : INFO : EPOCH 19 - PROGRESS: at 90.47% examples, 729095 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:20,965 : INFO : EPOCH 19 - PROGRESS: at 90.82% examples, 729082 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:21,966 : INFO : EPOCH 19 - PROGRESS: at 91.20% examples, 729070 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:22,969 : INFO : EPOCH 19 - PROGRESS: at 91.58% examples, 729081 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:23,980 : INFO : EPOCH 19 - PROGRESS: at 91.95% examples, 729135 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:24,988 : INFO : EPOCH 19 - PROGRESS: at 92.30% examples, 729100 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:25,991 : INFO : EPOCH 19 - PROGRESS: at 92.63% examples, 729128 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:26,992 : INFO : EPOCH 19 - PROGRESS: at 92.98% examples, 729176 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:27,995 : INFO : EPOCH 19 - PROGRESS: at 93.34% examples, 729185 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:29,002 : INFO : EPOCH 19 - PROGRESS: at 93.70% examples, 729218 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:30,011 : INFO : EPOCH 19 - PROGRESS: at 94.06% examples, 729213 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:31,024 : INFO : EPOCH 19 - PROGRESS: at 94.42% examples, 729179 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:32,041 : INFO : EPOCH 19 - PROGRESS: at 94.78% examples, 729187 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:33,045 : INFO : EPOCH 19 - PROGRESS: at 95.11% examples, 729268 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:34,047 : INFO : EPOCH 19 - PROGRESS: at 95.45% examples, 729277 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:35,047 : INFO : EPOCH 19 - PROGRESS: at 95.82% examples, 729263 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:36,052 : INFO : EPOCH 19 - PROGRESS: at 96.18% examples, 729219 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:57:37,054 : INFO : EPOCH 19 - PROGRESS: at 96.52% examples, 729248 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:38,055 : INFO : EPOCH 19 - PROGRESS: at 96.86% examples, 729283 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:39,062 : INFO : EPOCH 19 - PROGRESS: at 97.22% examples, 729331 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:57:40,067 : INFO : EPOCH 19 - PROGRESS: at 97.61% examples, 729314 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:41,069 : INFO : EPOCH 19 - PROGRESS: at 97.98% examples, 729333 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:42,075 : INFO : EPOCH 19 - PROGRESS: at 98.35% examples, 729335 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:43,081 : INFO : EPOCH 19 - PROGRESS: at 98.75% examples, 729337 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:44,085 : INFO : EPOCH 19 - PROGRESS: at 99.11% examples, 729355 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:45,089 : INFO : EPOCH 19 - PROGRESS: at 99.45% examples, 729350 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:46,093 : INFO : EPOCH 19 - PROGRESS: at 99.81% examples, 729388 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:46,637 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 09:57:46,647 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 09:57:46,651 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 09:57:46,664 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 09:57:46,664 : INFO : EPOCH - 19 : training on 265946082 raw words (206821634 effective words) took 283.5s, 729416 effective words/s
2020-07-24 09:57:47,680 : INFO : EPOCH 20 - PROGRESS: at 0.33% examples, 706351 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:48,694 : INFO : EPOCH 20 - PROGRESS: at 0.72% examples, 719799 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:49,694 : INFO : EPOCH 20 - PROGRESS: at 1.09% examples, 723898 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:50,705 : INFO : EPOCH 20 - PROGRESS: at 1.47% examples, 723010 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:57:51,706 : INFO : EPOCH 20 - PROGRESS: at 1.83% examples, 724090 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:52,707 : INFO : EPOCH 20 - PROGRESS: at 2.17% examples, 725795 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:53,711 : INFO : EPOCH 20 - PROGRESS: at 2.52% examples, 725028 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:54,712 : INFO : EPOCH 20 - PROGRESS: at 2.90% examples, 727105 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:55,717 : INFO : EPOCH 20 - PROGRESS: at 3.22% examples, 727561 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:56,719 : INFO : EPOCH 20 - PROGRESS: at 3.56% examples, 728468 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:57,734 : INFO : EPOCH 20 - PROGRESS: at 3.90% examples, 729488 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:58,737 : INFO : EPOCH 20 - PROGRESS: at 4.25% examples, 729788 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:57:59,742 : INFO : EPOCH 20 - PROGRESS: at 4.60% examples, 730882 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:00,747 : INFO : EPOCH 20 - PROGRESS: at 4.94% examples, 731326 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:01,753 : INFO : EPOCH 20 - PROGRESS: at 5.32% examples, 730949 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:02,766 : INFO : EPOCH 20 - PROGRESS: at 5.68% examples, 730381 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:03,774 : INFO : EPOCH 20 - PROGRESS: at 6.02% examples, 730607 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:58:04,791 : INFO : EPOCH 20 - PROGRESS: at 6.37% examples, 730781 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:05,796 : INFO : EPOCH 20 - PROGRESS: at 6.76% examples, 731267 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:06,801 : INFO : EPOCH 20 - PROGRESS: at 7.12% examples, 730500 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:58:07,802 : INFO : EPOCH 20 - PROGRESS: at 7.46% examples, 730201 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:08,806 : INFO : EPOCH 20 - PROGRESS: at 7.80% examples, 730472 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:09,818 : INFO : EPOCH 20 - PROGRESS: at 8.14% examples, 730577 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:10,824 : INFO : EPOCH 20 - PROGRESS: at 8.49% examples, 731009 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:11,829 : INFO : EPOCH 20 - PROGRESS: at 8.83% examples, 730779 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:12,837 : INFO : EPOCH 20 - PROGRESS: at 9.20% examples, 730925 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:13,848 : INFO : EPOCH 20 - PROGRESS: at 9.54% examples, 730911 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:14,865 : INFO : EPOCH 20 - PROGRESS: at 9.89% examples, 730917 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:15,876 : INFO : EPOCH 20 - PROGRESS: at 10.26% examples, 730999 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:16,878 : INFO : EPOCH 20 - PROGRESS: at 10.59% examples, 731414 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:17,888 : INFO : EPOCH 20 - PROGRESS: at 10.93% examples, 731137 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:18,888 : INFO : EPOCH 20 - PROGRESS: at 11.31% examples, 731316 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:19,894 : INFO : EPOCH 20 - PROGRESS: at 11.66% examples, 731237 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:58:20,913 : INFO : EPOCH 20 - PROGRESS: at 12.03% examples, 731030 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:21,922 : INFO : EPOCH 20 - PROGRESS: at 12.38% examples, 731422 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:22,928 : INFO : EPOCH 20 - PROGRESS: at 12.73% examples, 731492 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:23,945 : INFO : EPOCH 20 - PROGRESS: at 13.09% examples, 731362 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:24,965 : INFO : EPOCH 20 - PROGRESS: at 13.45% examples, 731557 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:25,969 : INFO : EPOCH 20 - PROGRESS: at 13.81% examples, 731313 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:26,970 : INFO : EPOCH 20 - PROGRESS: at 14.19% examples, 731423 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:27,981 : INFO : EPOCH 20 - PROGRESS: at 14.52% examples, 731521 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:28,983 : INFO : EPOCH 20 - PROGRESS: at 14.85% examples, 731506 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:29,992 : INFO : EPOCH 20 - PROGRESS: at 15.19% examples, 731462 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:30,994 : INFO : EPOCH 20 - PROGRESS: at 15.54% examples, 731376 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:32,006 : INFO : EPOCH 20 - PROGRESS: at 15.90% examples, 731256 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:33,013 : INFO : EPOCH 20 - PROGRESS: at 16.25% examples, 731399 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:34,034 : INFO : EPOCH 20 - PROGRESS: at 16.62% examples, 731313 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:35,048 : INFO : EPOCH 20 - PROGRESS: at 16.98% examples, 731207 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:36,068 : INFO : EPOCH 20 - PROGRESS: at 17.33% examples, 730948 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:58:37,075 : INFO : EPOCH 20 - PROGRESS: at 17.70% examples, 731368 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:38,084 : INFO : EPOCH 20 - PROGRESS: at 18.06% examples, 731030 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:39,085 : INFO : EPOCH 20 - PROGRESS: at 18.41% examples, 731090 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:40,086 : INFO : EPOCH 20 - PROGRESS: at 18.78% examples, 731153 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:41,089 : INFO : EPOCH 20 - PROGRESS: at 19.13% examples, 731142 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:42,107 : INFO : EPOCH 20 - PROGRESS: at 19.50% examples, 730925 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:43,113 : INFO : EPOCH 20 - PROGRESS: at 19.86% examples, 730974 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:44,115 : INFO : EPOCH 20 - PROGRESS: at 20.22% examples, 730996 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:45,120 : INFO : EPOCH 20 - PROGRESS: at 20.56% examples, 731169 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:46,128 : INFO : EPOCH 20 - PROGRESS: at 20.90% examples, 731063 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:47,144 : INFO : EPOCH 20 - PROGRESS: at 21.25% examples, 731167 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:48,157 : INFO : EPOCH 20 - PROGRESS: at 21.59% examples, 731161 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:49,162 : INFO : EPOCH 20 - PROGRESS: at 21.92% examples, 731441 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:58:50,177 : INFO : EPOCH 20 - PROGRESS: at 22.30% examples, 731325 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:51,177 : INFO : EPOCH 20 - PROGRESS: at 22.64% examples, 731476 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:52,181 : INFO : EPOCH 20 - PROGRESS: at 22.99% examples, 731603 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:53,181 : INFO : EPOCH 20 - PROGRESS: at 23.34% examples, 731606 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:54,195 : INFO : EPOCH 20 - PROGRESS: at 23.72% examples, 731530 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:55,198 : INFO : EPOCH 20 - PROGRESS: at 24.07% examples, 731564 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:56,209 : INFO : EPOCH 20 - PROGRESS: at 24.41% examples, 731684 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:57,216 : INFO : EPOCH 20 - PROGRESS: at 24.77% examples, 731711 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:58:58,223 : INFO : EPOCH 20 - PROGRESS: at 25.10% examples, 731675 words/s, in_qsize 7, out_qsize 1
2020-07-24 09:58:59,224 : INFO : EPOCH 20 - PROGRESS: at 25.46% examples, 731771 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:00,230 : INFO : EPOCH 20 - PROGRESS: at 25.83% examples, 731652 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:59:01,235 : INFO : EPOCH 20 - PROGRESS: at 26.19% examples, 731735 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:02,235 : INFO : EPOCH 20 - PROGRESS: at 26.56% examples, 731724 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:03,235 : INFO : EPOCH 20 - PROGRESS: at 26.92% examples, 731763 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:04,247 : INFO : EPOCH 20 - PROGRESS: at 27.28% examples, 731539 words/s, in_qsize 6, out_qsize 1
2020-07-24 09:59:05,248 : INFO : EPOCH 20 - PROGRESS: at 27.64% examples, 731689 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:06,249 : INFO : EPOCH 20 - PROGRESS: at 28.00% examples, 731551 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:07,252 : INFO : EPOCH 20 - PROGRESS: at 28.35% examples, 731660 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:59:08,265 : INFO : EPOCH 20 - PROGRESS: at 28.72% examples, 731619 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:09,287 : INFO : EPOCH 20 - PROGRESS: at 29.09% examples, 731662 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:10,299 : INFO : EPOCH 20 - PROGRESS: at 29.46% examples, 731665 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:11,301 : INFO : EPOCH 20 - PROGRESS: at 29.85% examples, 731634 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:12,301 : INFO : EPOCH 20 - PROGRESS: at 30.19% examples, 731609 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:13,315 : INFO : EPOCH 20 - PROGRESS: at 30.52% examples, 731645 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:14,320 : INFO : EPOCH 20 - PROGRESS: at 30.87% examples, 731512 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:15,330 : INFO : EPOCH 20 - PROGRESS: at 31.25% examples, 731492 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:16,330 : INFO : EPOCH 20 - PROGRESS: at 31.61% examples, 731512 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:17,340 : INFO : EPOCH 20 - PROGRESS: at 31.97% examples, 731442 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:18,356 : INFO : EPOCH 20 - PROGRESS: at 32.32% examples, 731337 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:19,357 : INFO : EPOCH 20 - PROGRESS: at 32.67% examples, 731498 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:20,368 : INFO : EPOCH 20 - PROGRESS: at 33.01% examples, 731447 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:21,386 : INFO : EPOCH 20 - PROGRESS: at 33.38% examples, 731422 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:22,390 : INFO : EPOCH 20 - PROGRESS: at 33.73% examples, 731403 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:23,405 : INFO : EPOCH 20 - PROGRESS: at 34.10% examples, 731304 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:24,418 : INFO : EPOCH 20 - PROGRESS: at 34.45% examples, 731460 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:25,427 : INFO : EPOCH 20 - PROGRESS: at 34.82% examples, 731314 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:26,428 : INFO : EPOCH 20 - PROGRESS: at 35.19% examples, 731266 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:27,437 : INFO : EPOCH 20 - PROGRESS: at 35.53% examples, 731394 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:28,454 : INFO : EPOCH 20 - PROGRESS: at 35.90% examples, 731404 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:29,460 : INFO : EPOCH 20 - PROGRESS: at 36.27% examples, 731377 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:30,475 : INFO : EPOCH 20 - PROGRESS: at 36.63% examples, 731375 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:31,485 : INFO : EPOCH 20 - PROGRESS: at 36.97% examples, 731398 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:32,486 : INFO : EPOCH 20 - PROGRESS: at 37.32% examples, 731453 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:33,502 : INFO : EPOCH 20 - PROGRESS: at 37.69% examples, 731349 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:34,516 : INFO : EPOCH 20 - PROGRESS: at 38.06% examples, 731373 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:35,531 : INFO : EPOCH 20 - PROGRESS: at 38.40% examples, 731340 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:36,544 : INFO : EPOCH 20 - PROGRESS: at 38.76% examples, 731363 words/s, in_qsize 8, out_qsize 0
2020-07-24 09:59:37,548 : INFO : EPOCH 20 - PROGRESS: at 39.12% examples, 731336 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:38,553 : INFO : EPOCH 20 - PROGRESS: at 39.50% examples, 731397 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:39,559 : INFO : EPOCH 20 - PROGRESS: at 39.82% examples, 731026 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:40,565 : INFO : EPOCH 20 - PROGRESS: at 40.16% examples, 730854 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:41,570 : INFO : EPOCH 20 - PROGRESS: at 40.49% examples, 730616 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:42,583 : INFO : EPOCH 20 - PROGRESS: at 40.81% examples, 729717 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:43,593 : INFO : EPOCH 20 - PROGRESS: at 41.13% examples, 728873 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:44,595 : INFO : EPOCH 20 - PROGRESS: at 41.47% examples, 729020 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:45,599 : INFO : EPOCH 20 - PROGRESS: at 41.82% examples, 728988 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:46,608 : INFO : EPOCH 20 - PROGRESS: at 42.17% examples, 729053 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:47,628 : INFO : EPOCH 20 - PROGRESS: at 42.52% examples, 729101 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:48,632 : INFO : EPOCH 20 - PROGRESS: at 42.88% examples, 729083 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:49,638 : INFO : EPOCH 20 - PROGRESS: at 43.24% examples, 729024 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:50,638 : INFO : EPOCH 20 - PROGRESS: at 43.59% examples, 729008 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:51,641 : INFO : EPOCH 20 - PROGRESS: at 43.95% examples, 729029 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:52,642 : INFO : EPOCH 20 - PROGRESS: at 44.31% examples, 729117 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:53,643 : INFO : EPOCH 20 - PROGRESS: at 44.65% examples, 729102 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:54,644 : INFO : EPOCH 20 - PROGRESS: at 44.97% examples, 729043 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:55,652 : INFO : EPOCH 20 - PROGRESS: at 45.33% examples, 729091 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:56,671 : INFO : EPOCH 20 - PROGRESS: at 45.68% examples, 729047 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:57,684 : INFO : EPOCH 20 - PROGRESS: at 46.05% examples, 729073 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:58,694 : INFO : EPOCH 20 - PROGRESS: at 46.40% examples, 729034 words/s, in_qsize 7, out_qsize 0
2020-07-24 09:59:59,705 : INFO : EPOCH 20 - PROGRESS: at 46.77% examples, 729015 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:00,709 : INFO : EPOCH 20 - PROGRESS: at 47.14% examples, 729001 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:01,726 : INFO : EPOCH 20 - PROGRESS: at 47.50% examples, 729062 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:02,730 : INFO : EPOCH 20 - PROGRESS: at 47.88% examples, 729097 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:03,744 : INFO : EPOCH 20 - PROGRESS: at 48.22% examples, 729088 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:04,748 : INFO : EPOCH 20 - PROGRESS: at 48.58% examples, 729191 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:05,755 : INFO : EPOCH 20 - PROGRESS: at 48.96% examples, 729208 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:06,765 : INFO : EPOCH 20 - PROGRESS: at 49.33% examples, 729073 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:07,770 : INFO : EPOCH 20 - PROGRESS: at 49.69% examples, 729134 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:08,786 : INFO : EPOCH 20 - PROGRESS: at 50.05% examples, 729163 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:09,788 : INFO : EPOCH 20 - PROGRESS: at 50.41% examples, 729229 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:10,799 : INFO : EPOCH 20 - PROGRESS: at 50.77% examples, 729265 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:11,802 : INFO : EPOCH 20 - PROGRESS: at 51.13% examples, 729292 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:12,804 : INFO : EPOCH 20 - PROGRESS: at 51.50% examples, 729229 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:13,817 : INFO : EPOCH 20 - PROGRESS: at 51.84% examples, 729271 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:14,819 : INFO : EPOCH 20 - PROGRESS: at 52.19% examples, 729273 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:15,819 : INFO : EPOCH 20 - PROGRESS: at 52.56% examples, 729249 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:16,819 : INFO : EPOCH 20 - PROGRESS: at 52.90% examples, 729273 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:17,828 : INFO : EPOCH 20 - PROGRESS: at 53.27% examples, 729344 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:18,829 : INFO : EPOCH 20 - PROGRESS: at 53.60% examples, 729425 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:19,831 : INFO : EPOCH 20 - PROGRESS: at 53.94% examples, 729479 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:20,839 : INFO : EPOCH 20 - PROGRESS: at 54.29% examples, 729441 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:21,843 : INFO : EPOCH 20 - PROGRESS: at 54.67% examples, 729462 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:00:22,852 : INFO : EPOCH 20 - PROGRESS: at 55.01% examples, 729472 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:23,856 : INFO : EPOCH 20 - PROGRESS: at 55.33% examples, 729364 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:24,866 : INFO : EPOCH 20 - PROGRESS: at 55.67% examples, 729332 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:25,871 : INFO : EPOCH 20 - PROGRESS: at 56.01% examples, 729418 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:26,876 : INFO : EPOCH 20 - PROGRESS: at 56.36% examples, 729415 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:27,878 : INFO : EPOCH 20 - PROGRESS: at 56.72% examples, 729375 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:28,890 : INFO : EPOCH 20 - PROGRESS: at 57.06% examples, 729443 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:29,900 : INFO : EPOCH 20 - PROGRESS: at 57.43% examples, 729406 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:30,904 : INFO : EPOCH 20 - PROGRESS: at 57.78% examples, 729485 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:31,918 : INFO : EPOCH 20 - PROGRESS: at 58.12% examples, 729459 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:32,919 : INFO : EPOCH 20 - PROGRESS: at 58.48% examples, 729553 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:33,934 : INFO : EPOCH 20 - PROGRESS: at 58.84% examples, 729558 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:34,946 : INFO : EPOCH 20 - PROGRESS: at 59.21% examples, 729566 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:35,948 : INFO : EPOCH 20 - PROGRESS: at 59.55% examples, 729648 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:36,950 : INFO : EPOCH 20 - PROGRESS: at 59.92% examples, 729617 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:00:37,951 : INFO : EPOCH 20 - PROGRESS: at 60.28% examples, 729697 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:38,954 : INFO : EPOCH 20 - PROGRESS: at 60.63% examples, 729697 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:39,959 : INFO : EPOCH 20 - PROGRESS: at 61.00% examples, 729737 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:40,960 : INFO : EPOCH 20 - PROGRESS: at 61.36% examples, 729689 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:41,969 : INFO : EPOCH 20 - PROGRESS: at 61.72% examples, 729675 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:42,974 : INFO : EPOCH 20 - PROGRESS: at 62.09% examples, 729651 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:43,987 : INFO : EPOCH 20 - PROGRESS: at 62.42% examples, 729663 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:44,993 : INFO : EPOCH 20 - PROGRESS: at 62.75% examples, 729693 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:46,008 : INFO : EPOCH 20 - PROGRESS: at 63.10% examples, 729719 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:47,013 : INFO : EPOCH 20 - PROGRESS: at 63.46% examples, 729705 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:48,028 : INFO : EPOCH 20 - PROGRESS: at 63.81% examples, 729711 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:49,029 : INFO : EPOCH 20 - PROGRESS: at 64.15% examples, 729785 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:50,034 : INFO : EPOCH 20 - PROGRESS: at 64.50% examples, 729760 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:51,057 : INFO : EPOCH 20 - PROGRESS: at 64.88% examples, 729769 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:52,060 : INFO : EPOCH 20 - PROGRESS: at 65.24% examples, 729751 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:53,061 : INFO : EPOCH 20 - PROGRESS: at 65.60% examples, 729769 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:54,068 : INFO : EPOCH 20 - PROGRESS: at 65.97% examples, 729781 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:55,070 : INFO : EPOCH 20 - PROGRESS: at 66.30% examples, 729825 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:56,081 : INFO : EPOCH 20 - PROGRESS: at 66.61% examples, 729853 words/s, in_qsize 7, out_qsize 1
2020-07-24 10:00:57,087 : INFO : EPOCH 20 - PROGRESS: at 67.02% examples, 729886 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:00:58,090 : INFO : EPOCH 20 - PROGRESS: at 67.36% examples, 729923 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:00:59,096 : INFO : EPOCH 20 - PROGRESS: at 67.72% examples, 729915 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:00,105 : INFO : EPOCH 20 - PROGRESS: at 68.09% examples, 729896 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:01,127 : INFO : EPOCH 20 - PROGRESS: at 68.45% examples, 729843 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:02,128 : INFO : EPOCH 20 - PROGRESS: at 68.80% examples, 729863 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:03,134 : INFO : EPOCH 20 - PROGRESS: at 69.16% examples, 729809 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:04,149 : INFO : EPOCH 20 - PROGRESS: at 69.54% examples, 729813 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:05,156 : INFO : EPOCH 20 - PROGRESS: at 69.91% examples, 729806 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:06,157 : INFO : EPOCH 20 - PROGRESS: at 70.26% examples, 729867 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:07,165 : INFO : EPOCH 20 - PROGRESS: at 70.58% examples, 729923 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:08,174 : INFO : EPOCH 20 - PROGRESS: at 70.95% examples, 729913 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:01:09,180 : INFO : EPOCH 20 - PROGRESS: at 71.31% examples, 729887 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:01:10,181 : INFO : EPOCH 20 - PROGRESS: at 71.67% examples, 729878 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:01:11,183 : INFO : EPOCH 20 - PROGRESS: at 72.03% examples, 729925 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:12,185 : INFO : EPOCH 20 - PROGRESS: at 72.38% examples, 729882 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:13,186 : INFO : EPOCH 20 - PROGRESS: at 72.75% examples, 729916 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:14,187 : INFO : EPOCH 20 - PROGRESS: at 73.09% examples, 729873 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:15,190 : INFO : EPOCH 20 - PROGRESS: at 73.46% examples, 729908 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:16,203 : INFO : EPOCH 20 - PROGRESS: at 73.83% examples, 729857 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:17,212 : INFO : EPOCH 20 - PROGRESS: at 74.21% examples, 729832 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:18,218 : INFO : EPOCH 20 - PROGRESS: at 74.58% examples, 729838 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:19,220 : INFO : EPOCH 20 - PROGRESS: at 74.91% examples, 729904 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:01:20,227 : INFO : EPOCH 20 - PROGRESS: at 75.29% examples, 729884 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:21,231 : INFO : EPOCH 20 - PROGRESS: at 75.63% examples, 729847 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:01:22,234 : INFO : EPOCH 20 - PROGRESS: at 75.99% examples, 729825 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:01:23,241 : INFO : EPOCH 20 - PROGRESS: at 76.34% examples, 729862 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:24,241 : INFO : EPOCH 20 - PROGRESS: at 76.66% examples, 729850 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:25,245 : INFO : EPOCH 20 - PROGRESS: at 77.01% examples, 729872 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:26,257 : INFO : EPOCH 20 - PROGRESS: at 77.37% examples, 729864 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:27,262 : INFO : EPOCH 20 - PROGRESS: at 77.73% examples, 729865 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:28,272 : INFO : EPOCH 20 - PROGRESS: at 78.11% examples, 729800 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:29,277 : INFO : EPOCH 20 - PROGRESS: at 78.43% examples, 729848 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:30,304 : INFO : EPOCH 20 - PROGRESS: at 78.78% examples, 729834 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:31,307 : INFO : EPOCH 20 - PROGRESS: at 79.18% examples, 729783 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:01:32,308 : INFO : EPOCH 20 - PROGRESS: at 79.53% examples, 729793 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:33,323 : INFO : EPOCH 20 - PROGRESS: at 79.88% examples, 729751 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:01:34,323 : INFO : EPOCH 20 - PROGRESS: at 80.24% examples, 729775 words/s, in_qsize 6, out_qsize 2
2020-07-24 10:01:35,332 : INFO : EPOCH 20 - PROGRESS: at 80.59% examples, 729807 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:01:36,342 : INFO : EPOCH 20 - PROGRESS: at 80.96% examples, 729813 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:37,353 : INFO : EPOCH 20 - PROGRESS: at 81.31% examples, 729859 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:38,363 : INFO : EPOCH 20 - PROGRESS: at 81.66% examples, 729903 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:39,377 : INFO : EPOCH 20 - PROGRESS: at 82.01% examples, 729925 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:40,400 : INFO : EPOCH 20 - PROGRESS: at 82.35% examples, 729908 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:41,403 : INFO : EPOCH 20 - PROGRESS: at 82.70% examples, 729947 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:42,407 : INFO : EPOCH 20 - PROGRESS: at 83.06% examples, 729954 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:43,415 : INFO : EPOCH 20 - PROGRESS: at 83.39% examples, 729973 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:44,423 : INFO : EPOCH 20 - PROGRESS: at 83.74% examples, 729938 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:45,435 : INFO : EPOCH 20 - PROGRESS: at 84.10% examples, 729923 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:46,443 : INFO : EPOCH 20 - PROGRESS: at 84.48% examples, 729923 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:47,443 : INFO : EPOCH 20 - PROGRESS: at 84.84% examples, 729860 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:48,454 : INFO : EPOCH 20 - PROGRESS: at 85.20% examples, 729847 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:49,457 : INFO : EPOCH 20 - PROGRESS: at 85.54% examples, 729887 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:50,474 : INFO : EPOCH 20 - PROGRESS: at 85.92% examples, 729887 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:51,475 : INFO : EPOCH 20 - PROGRESS: at 86.27% examples, 729903 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:52,480 : INFO : EPOCH 20 - PROGRESS: at 86.60% examples, 729914 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:53,493 : INFO : EPOCH 20 - PROGRESS: at 86.96% examples, 729878 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:54,503 : INFO : EPOCH 20 - PROGRESS: at 87.32% examples, 729848 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:55,510 : INFO : EPOCH 20 - PROGRESS: at 87.68% examples, 729821 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:56,511 : INFO : EPOCH 20 - PROGRESS: at 88.04% examples, 729869 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:57,528 : INFO : EPOCH 20 - PROGRESS: at 88.40% examples, 729863 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:58,531 : INFO : EPOCH 20 - PROGRESS: at 88.76% examples, 729882 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:01:59,540 : INFO : EPOCH 20 - PROGRESS: at 89.12% examples, 729881 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:00,555 : INFO : EPOCH 20 - PROGRESS: at 89.46% examples, 729850 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:02:01,565 : INFO : EPOCH 20 - PROGRESS: at 89.85% examples, 729781 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:02,578 : INFO : EPOCH 20 - PROGRESS: at 90.21% examples, 729797 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:03,582 : INFO : EPOCH 20 - PROGRESS: at 90.59% examples, 729798 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:04,590 : INFO : EPOCH 20 - PROGRESS: at 90.96% examples, 729776 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:05,590 : INFO : EPOCH 20 - PROGRESS: at 91.33% examples, 729753 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:06,594 : INFO : EPOCH 20 - PROGRESS: at 91.69% examples, 729768 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:07,595 : INFO : EPOCH 20 - PROGRESS: at 92.05% examples, 729751 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:08,596 : INFO : EPOCH 20 - PROGRESS: at 92.39% examples, 729783 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:09,606 : INFO : EPOCH 20 - PROGRESS: at 92.74% examples, 729777 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:10,614 : INFO : EPOCH 20 - PROGRESS: at 93.09% examples, 729785 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:11,619 : INFO : EPOCH 20 - PROGRESS: at 93.46% examples, 729760 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:12,623 : INFO : EPOCH 20 - PROGRESS: at 93.80% examples, 729763 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:13,627 : INFO : EPOCH 20 - PROGRESS: at 94.15% examples, 729776 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:14,628 : INFO : EPOCH 20 - PROGRESS: at 94.51% examples, 729747 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:02:15,637 : INFO : EPOCH 20 - PROGRESS: at 94.86% examples, 729751 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:16,640 : INFO : EPOCH 20 - PROGRESS: at 95.18% examples, 729763 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:02:17,640 : INFO : EPOCH 20 - PROGRESS: at 95.54% examples, 729758 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:18,652 : INFO : EPOCH 20 - PROGRESS: at 95.91% examples, 729742 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:02:19,679 : INFO : EPOCH 20 - PROGRESS: at 96.25% examples, 729558 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:02:20,685 : INFO : EPOCH 20 - PROGRESS: at 96.57% examples, 729459 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:21,686 : INFO : EPOCH 20 - PROGRESS: at 96.91% examples, 729359 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:22,695 : INFO : EPOCH 20 - PROGRESS: at 97.20% examples, 728917 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:23,698 : INFO : EPOCH 20 - PROGRESS: at 97.55% examples, 728620 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:24,716 : INFO : EPOCH 20 - PROGRESS: at 97.91% examples, 728616 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:25,730 : INFO : EPOCH 20 - PROGRESS: at 98.30% examples, 728614 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:26,739 : INFO : EPOCH 20 - PROGRESS: at 98.69% examples, 728594 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:27,744 : INFO : EPOCH 20 - PROGRESS: at 99.05% examples, 728614 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:28,757 : INFO : EPOCH 20 - PROGRESS: at 99.40% examples, 728604 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:29,760 : INFO : EPOCH 20 - PROGRESS: at 99.74% examples, 728640 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:02:30,465 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 10:02:30,486 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 10:02:30,487 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 10:02:30,496 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 10:02:30,497 : INFO : EPOCH - 20 : training on 265946082 raw words (206812977 effective words) took 283.8s, 728654 effective words/s
2020-07-24 10:02:30,497 : INFO : training on a 5318921640 raw words (4136387844 effective words) took 5751.7s, 719157 effective words/s
2020-07-24 10:02:30,498 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[8]-1595584950.498136].model, separately None
2020-07-24 10:02:30,499 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[8]-1595584950.498136].model.trainables.syn1neg.npy
2020-07-24 10:02:30,992 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[8]-1595584950.498136].model.wv.vectors.npy
2020-07-24 10:02:31,475 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[8]-1595584950.498136].model.docvecs.vectors_docs.npy
2020-07-24 10:02:33,021 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[8]-1595584950.498136].model
2020-07-24 10:02:33,022 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[8]-1595584950.498136].model
2020-07-24 10:24:29,563 : INFO : collecting all words and their counts
2020-07-24 10:24:29,586 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-24 10:24:31,001 : INFO : PROGRESS: at example #10000, processed 6614954 words (4675885/s), 33624 word types, 454451 tags
2020-07-24 10:24:32,437 : INFO : PROGRESS: at example #20000, processed 13290627 words (4653772/s), 35170 word types, 454451 tags
2020-07-24 10:24:33,892 : INFO : PROGRESS: at example #30000, processed 20030896 words (4634482/s), 37538 word types, 454451 tags
2020-07-24 10:24:35,343 : INFO : PROGRESS: at example #40000, processed 26684123 words (4590305/s), 38859 word types, 454451 tags
2020-07-24 10:24:36,764 : INFO : PROGRESS: at example #50000, processed 33165585 words (4562592/s), 40396 word types, 454451 tags
2020-07-24 10:24:38,225 : INFO : PROGRESS: at example #60000, processed 39800974 words (4547206/s), 41880 word types, 454451 tags
2020-07-24 10:24:39,710 : INFO : PROGRESS: at example #70000, processed 46583794 words (4571113/s), 43409 word types, 454451 tags
2020-07-24 10:24:41,175 : INFO : PROGRESS: at example #80000, processed 53235533 words (4542876/s), 44959 word types, 454451 tags
2020-07-24 10:24:42,619 : INFO : PROGRESS: at example #90000, processed 59793800 words (4544081/s), 46243 word types, 454451 tags
2020-07-24 10:24:44,048 : INFO : PROGRESS: at example #100000, processed 66261190 words (4527922/s), 47878 word types, 454451 tags
2020-07-24 10:24:45,492 : INFO : PROGRESS: at example #110000, processed 72790948 words (4527003/s), 49397 word types, 454451 tags
2020-07-24 10:24:46,911 : INFO : PROGRESS: at example #120000, processed 79232544 words (4540666/s), 50752 word types, 454451 tags
2020-07-24 10:24:48,343 : INFO : PROGRESS: at example #130000, processed 85697225 words (4519468/s), 51989 word types, 454451 tags
2020-07-24 10:24:49,792 : INFO : PROGRESS: at example #140000, processed 92204311 words (4492656/s), 53172 word types, 454451 tags
2020-07-24 10:24:51,284 : INFO : PROGRESS: at example #150000, processed 98944592 words (4520686/s), 54673 word types, 454451 tags
2020-07-24 10:24:52,716 : INFO : PROGRESS: at example #160000, processed 105380326 words (4496689/s), 56495 word types, 454451 tags
2020-07-24 10:24:54,180 : INFO : PROGRESS: at example #170000, processed 111960806 words (4498032/s), 57841 word types, 454451 tags
2020-07-24 10:24:55,687 : INFO : PROGRESS: at example #180000, processed 118734809 words (4499410/s), 59416 word types, 454451 tags
2020-07-24 10:24:57,157 : INFO : PROGRESS: at example #190000, processed 125362512 words (4510725/s), 61313 word types, 454451 tags
2020-07-24 10:24:58,656 : INFO : PROGRESS: at example #200000, processed 132103897 words (4499597/s), 62941 word types, 454451 tags
2020-07-24 10:25:00,146 : INFO : PROGRESS: at example #210000, processed 138793478 words (4492534/s), 64335 word types, 454451 tags
2020-07-24 10:25:01,650 : INFO : PROGRESS: at example #220000, processed 145530547 words (4482476/s), 66184 word types, 454451 tags
2020-07-24 10:25:03,135 : INFO : PROGRESS: at example #230000, processed 152193230 words (4492194/s), 68717 word types, 454451 tags
2020-07-24 10:25:04,584 : INFO : PROGRESS: at example #240000, processed 158669175 words (4469936/s), 70552 word types, 454451 tags
2020-07-24 10:25:06,080 : INFO : PROGRESS: at example #250000, processed 165368024 words (4480267/s), 71912 word types, 454451 tags
2020-07-24 10:25:07,610 : INFO : PROGRESS: at example #260000, processed 172277620 words (4521747/s), 73008 word types, 454451 tags
2020-07-24 10:25:09,100 : INFO : PROGRESS: at example #270000, processed 178963814 words (4489295/s), 74503 word types, 454451 tags
2020-07-24 10:25:10,581 : INFO : PROGRESS: at example #280000, processed 185612020 words (4492112/s), 76154 word types, 454451 tags
2020-07-24 10:25:12,056 : INFO : PROGRESS: at example #290000, processed 192242073 words (4496813/s), 77770 word types, 454451 tags
2020-07-24 10:25:13,529 : INFO : PROGRESS: at example #300000, processed 198872918 words (4506461/s), 78911 word types, 454451 tags
2020-07-24 10:25:15,026 : INFO : PROGRESS: at example #310000, processed 205624712 words (4512589/s), 80412 word types, 454451 tags
2020-07-24 10:25:16,535 : INFO : PROGRESS: at example #320000, processed 212413640 words (4502211/s), 81381 word types, 454451 tags
2020-07-24 10:25:18,046 : INFO : PROGRESS: at example #330000, processed 219201662 words (4495031/s), 82906 word types, 454451 tags
2020-07-24 10:25:19,559 : INFO : PROGRESS: at example #340000, processed 225963409 words (4471761/s), 84466 word types, 454451 tags
2020-07-24 10:25:21,072 : INFO : PROGRESS: at example #350000, processed 232684116 words (4444804/s), 86018 word types, 454451 tags
2020-07-24 10:25:22,497 : INFO : PROGRESS: at example #360000, processed 239034907 words (4460525/s), 87192 word types, 454451 tags
2020-07-24 10:25:23,994 : INFO : PROGRESS: at example #370000, processed 245755789 words (4493550/s), 88569 word types, 454451 tags
2020-07-24 10:25:25,522 : INFO : PROGRESS: at example #380000, processed 252602283 words (4482099/s), 89737 word types, 454451 tags
2020-07-24 10:25:27,031 : INFO : PROGRESS: at example #390000, processed 259378138 words (4492769/s), 90951 word types, 454451 tags
2020-07-24 10:25:28,492 : INFO : collected 92701 word types and 454451 unique tags from a corpus of 400000 examples and 265921901 words
2020-07-24 10:25:28,493 : INFO : Updating model with new vocabulary
2020-07-24 10:25:28,661 : INFO : New added 92701 unique words (50% of original 185402) and increased the count of 92701 pre-existing words (50% of original 185402)
2020-07-24 10:25:29,243 : INFO : deleting the raw counts dictionary of 92701 items
2020-07-24 10:25:29,248 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-24 10:25:29,249 : INFO : downsampling leaves estimated 420497424 word corpus (158.1% of prior 265921901)
2020-07-24 10:25:30,141 : INFO : estimated required memory for 185402 words and 500 dimensions: 1743211000 bytes
2020-07-24 10:25:30,142 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-24 10:25:38,286 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-24 10:25:38,287 : INFO : training model with 4 workers on 512653 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-24 10:25:39,296 : INFO : EPOCH 1 - PROGRESS: at 0.35% examples, 700642 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:40,319 : INFO : EPOCH 1 - PROGRESS: at 0.69% examples, 712057 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:25:41,329 : INFO : EPOCH 1 - PROGRESS: at 1.06% examples, 719826 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:42,349 : INFO : EPOCH 1 - PROGRESS: at 1.41% examples, 719731 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:43,360 : INFO : EPOCH 1 - PROGRESS: at 1.76% examples, 721379 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:44,374 : INFO : EPOCH 1 - PROGRESS: at 2.12% examples, 722861 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:45,387 : INFO : EPOCH 1 - PROGRESS: at 2.49% examples, 723551 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:46,396 : INFO : EPOCH 1 - PROGRESS: at 2.86% examples, 724797 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:47,407 : INFO : EPOCH 1 - PROGRESS: at 3.22% examples, 725136 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:48,416 : INFO : EPOCH 1 - PROGRESS: at 3.55% examples, 725441 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:49,419 : INFO : EPOCH 1 - PROGRESS: at 3.92% examples, 726191 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:50,421 : INFO : EPOCH 1 - PROGRESS: at 4.25% examples, 726754 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:51,433 : INFO : EPOCH 1 - PROGRESS: at 4.60% examples, 726627 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:52,441 : INFO : EPOCH 1 - PROGRESS: at 4.96% examples, 726911 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:53,443 : INFO : EPOCH 1 - PROGRESS: at 5.32% examples, 726879 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:54,443 : INFO : EPOCH 1 - PROGRESS: at 5.65% examples, 726960 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:25:55,449 : INFO : EPOCH 1 - PROGRESS: at 6.01% examples, 726681 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:25:56,462 : INFO : EPOCH 1 - PROGRESS: at 6.39% examples, 726526 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:25:57,464 : INFO : EPOCH 1 - PROGRESS: at 6.72% examples, 727061 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:25:58,470 : INFO : EPOCH 1 - PROGRESS: at 7.05% examples, 727156 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:25:59,478 : INFO : EPOCH 1 - PROGRESS: at 7.42% examples, 727265 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:00,484 : INFO : EPOCH 1 - PROGRESS: at 7.75% examples, 727629 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:01,494 : INFO : EPOCH 1 - PROGRESS: at 8.11% examples, 727529 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:02,497 : INFO : EPOCH 1 - PROGRESS: at 8.47% examples, 727459 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:03,509 : INFO : EPOCH 1 - PROGRESS: at 8.83% examples, 727526 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:04,512 : INFO : EPOCH 1 - PROGRESS: at 9.20% examples, 727401 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:05,513 : INFO : EPOCH 1 - PROGRESS: at 9.55% examples, 727850 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:06,514 : INFO : EPOCH 1 - PROGRESS: at 9.90% examples, 727694 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:07,527 : INFO : EPOCH 1 - PROGRESS: at 10.23% examples, 727466 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:08,534 : INFO : EPOCH 1 - PROGRESS: at 10.58% examples, 727886 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:09,535 : INFO : EPOCH 1 - PROGRESS: at 10.94% examples, 727870 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:26:10,557 : INFO : EPOCH 1 - PROGRESS: at 11.32% examples, 727510 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:11,557 : INFO : EPOCH 1 - PROGRESS: at 11.66% examples, 727618 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:12,560 : INFO : EPOCH 1 - PROGRESS: at 12.04% examples, 727950 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:13,565 : INFO : EPOCH 1 - PROGRESS: at 12.41% examples, 728012 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:14,577 : INFO : EPOCH 1 - PROGRESS: at 12.74% examples, 727807 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:15,578 : INFO : EPOCH 1 - PROGRESS: at 13.11% examples, 727835 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:26:16,582 : INFO : EPOCH 1 - PROGRESS: at 13.45% examples, 728016 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:17,587 : INFO : EPOCH 1 - PROGRESS: at 13.81% examples, 728145 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:18,591 : INFO : EPOCH 1 - PROGRESS: at 14.17% examples, 728313 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:19,606 : INFO : EPOCH 1 - PROGRESS: at 14.50% examples, 728020 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:20,612 : INFO : EPOCH 1 - PROGRESS: at 14.86% examples, 727719 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:21,619 : INFO : EPOCH 1 - PROGRESS: at 15.22% examples, 727511 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:22,627 : INFO : EPOCH 1 - PROGRESS: at 15.55% examples, 727511 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:23,631 : INFO : EPOCH 1 - PROGRESS: at 15.91% examples, 727367 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:24,634 : INFO : EPOCH 1 - PROGRESS: at 16.25% examples, 726933 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:25,644 : INFO : EPOCH 1 - PROGRESS: at 16.61% examples, 726657 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:26,651 : INFO : EPOCH 1 - PROGRESS: at 16.97% examples, 726374 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:27,655 : INFO : EPOCH 1 - PROGRESS: at 17.28% examples, 726074 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:28,689 : INFO : EPOCH 1 - PROGRESS: at 17.57% examples, 723842 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:29,693 : INFO : EPOCH 1 - PROGRESS: at 17.88% examples, 722518 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:30,693 : INFO : EPOCH 1 - PROGRESS: at 18.25% examples, 722766 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:31,701 : INFO : EPOCH 1 - PROGRESS: at 18.61% examples, 722876 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:32,705 : INFO : EPOCH 1 - PROGRESS: at 18.97% examples, 722929 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:33,709 : INFO : EPOCH 1 - PROGRESS: at 19.31% examples, 722944 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:34,723 : INFO : EPOCH 1 - PROGRESS: at 19.66% examples, 723387 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:35,726 : INFO : EPOCH 1 - PROGRESS: at 20.01% examples, 723500 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:26:36,743 : INFO : EPOCH 1 - PROGRESS: at 20.38% examples, 723617 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:37,753 : INFO : EPOCH 1 - PROGRESS: at 20.75% examples, 723762 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:26:38,755 : INFO : EPOCH 1 - PROGRESS: at 21.11% examples, 723917 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:39,760 : INFO : EPOCH 1 - PROGRESS: at 21.46% examples, 724222 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:40,775 : INFO : EPOCH 1 - PROGRESS: at 21.83% examples, 724202 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:41,789 : INFO : EPOCH 1 - PROGRESS: at 22.18% examples, 724412 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:42,790 : INFO : EPOCH 1 - PROGRESS: at 22.53% examples, 724403 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:43,791 : INFO : EPOCH 1 - PROGRESS: at 22.90% examples, 724545 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:44,792 : INFO : EPOCH 1 - PROGRESS: at 23.26% examples, 724793 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:45,795 : INFO : EPOCH 1 - PROGRESS: at 23.62% examples, 724702 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:46,799 : INFO : EPOCH 1 - PROGRESS: at 23.99% examples, 724696 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:47,803 : INFO : EPOCH 1 - PROGRESS: at 24.37% examples, 724601 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:26:48,805 : INFO : EPOCH 1 - PROGRESS: at 24.72% examples, 724786 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:49,808 : INFO : EPOCH 1 - PROGRESS: at 25.09% examples, 724870 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:50,808 : INFO : EPOCH 1 - PROGRESS: at 25.44% examples, 724827 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:51,816 : INFO : EPOCH 1 - PROGRESS: at 25.80% examples, 724952 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:52,816 : INFO : EPOCH 1 - PROGRESS: at 26.17% examples, 725149 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:53,822 : INFO : EPOCH 1 - PROGRESS: at 26.53% examples, 725043 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:54,829 : INFO : EPOCH 1 - PROGRESS: at 26.88% examples, 725155 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:55,830 : INFO : EPOCH 1 - PROGRESS: at 27.25% examples, 725237 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:56,836 : INFO : EPOCH 1 - PROGRESS: at 27.62% examples, 725314 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:57,836 : INFO : EPOCH 1 - PROGRESS: at 27.98% examples, 725360 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:58,838 : INFO : EPOCH 1 - PROGRESS: at 28.36% examples, 725287 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:26:59,843 : INFO : EPOCH 1 - PROGRESS: at 28.73% examples, 725403 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:00,850 : INFO : EPOCH 1 - PROGRESS: at 29.08% examples, 725511 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:01,857 : INFO : EPOCH 1 - PROGRESS: at 29.44% examples, 725583 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:02,859 : INFO : EPOCH 1 - PROGRESS: at 29.81% examples, 725617 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:03,860 : INFO : EPOCH 1 - PROGRESS: at 30.19% examples, 725596 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:04,860 : INFO : EPOCH 1 - PROGRESS: at 30.53% examples, 725903 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:05,867 : INFO : EPOCH 1 - PROGRESS: at 30.90% examples, 725910 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:06,868 : INFO : EPOCH 1 - PROGRESS: at 31.28% examples, 726058 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:07,877 : INFO : EPOCH 1 - PROGRESS: at 31.63% examples, 725950 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:08,884 : INFO : EPOCH 1 - PROGRESS: at 32.00% examples, 726093 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:09,885 : INFO : EPOCH 1 - PROGRESS: at 32.36% examples, 726089 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:10,904 : INFO : EPOCH 1 - PROGRESS: at 32.72% examples, 726135 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:11,921 : INFO : EPOCH 1 - PROGRESS: at 33.08% examples, 726189 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:12,922 : INFO : EPOCH 1 - PROGRESS: at 33.44% examples, 726242 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:27:13,923 : INFO : EPOCH 1 - PROGRESS: at 33.79% examples, 726280 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:14,930 : INFO : EPOCH 1 - PROGRESS: at 34.16% examples, 726320 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:27:15,947 : INFO : EPOCH 1 - PROGRESS: at 34.54% examples, 726227 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:16,957 : INFO : EPOCH 1 - PROGRESS: at 34.89% examples, 726328 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:17,966 : INFO : EPOCH 1 - PROGRESS: at 35.27% examples, 726434 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:18,971 : INFO : EPOCH 1 - PROGRESS: at 35.64% examples, 726436 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:19,986 : INFO : EPOCH 1 - PROGRESS: at 36.01% examples, 726402 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:27:21,005 : INFO : EPOCH 1 - PROGRESS: at 36.36% examples, 726426 words/s, in_qsize 8, out_qsize 1
2020-07-24 10:27:22,027 : INFO : EPOCH 1 - PROGRESS: at 36.70% examples, 726472 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:23,040 : INFO : EPOCH 1 - PROGRESS: at 37.04% examples, 726639 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:24,042 : INFO : EPOCH 1 - PROGRESS: at 37.38% examples, 726836 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:25,066 : INFO : EPOCH 1 - PROGRESS: at 37.74% examples, 726809 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:26,068 : INFO : EPOCH 1 - PROGRESS: at 38.10% examples, 726914 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:27:27,079 : INFO : EPOCH 1 - PROGRESS: at 38.47% examples, 726953 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:27:28,082 : INFO : EPOCH 1 - PROGRESS: at 38.85% examples, 727024 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:29,083 : INFO : EPOCH 1 - PROGRESS: at 39.22% examples, 726954 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:30,086 : INFO : EPOCH 1 - PROGRESS: at 39.55% examples, 727033 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:31,100 : INFO : EPOCH 1 - PROGRESS: at 39.93% examples, 726998 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:32,114 : INFO : EPOCH 1 - PROGRESS: at 40.31% examples, 726983 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:33,115 : INFO : EPOCH 1 - PROGRESS: at 40.65% examples, 727073 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:34,119 : INFO : EPOCH 1 - PROGRESS: at 41.02% examples, 727010 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:35,137 : INFO : EPOCH 1 - PROGRESS: at 41.38% examples, 727069 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:27:36,142 : INFO : EPOCH 1 - PROGRESS: at 41.74% examples, 727077 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:37,148 : INFO : EPOCH 1 - PROGRESS: at 42.10% examples, 727116 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:38,164 : INFO : EPOCH 1 - PROGRESS: at 42.47% examples, 727128 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:39,177 : INFO : EPOCH 1 - PROGRESS: at 42.81% examples, 727257 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:27:40,187 : INFO : EPOCH 1 - PROGRESS: at 43.15% examples, 727290 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:41,192 : INFO : EPOCH 1 - PROGRESS: at 43.52% examples, 727218 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:42,205 : INFO : EPOCH 1 - PROGRESS: at 43.88% examples, 727206 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:43,209 : INFO : EPOCH 1 - PROGRESS: at 44.25% examples, 727223 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:44,228 : INFO : EPOCH 1 - PROGRESS: at 44.59% examples, 727274 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:45,235 : INFO : EPOCH 1 - PROGRESS: at 44.93% examples, 727312 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:46,247 : INFO : EPOCH 1 - PROGRESS: at 45.29% examples, 727312 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:47,251 : INFO : EPOCH 1 - PROGRESS: at 45.64% examples, 727393 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:48,256 : INFO : EPOCH 1 - PROGRESS: at 46.00% examples, 727283 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:49,275 : INFO : EPOCH 1 - PROGRESS: at 46.36% examples, 727344 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:50,278 : INFO : EPOCH 1 - PROGRESS: at 46.71% examples, 727459 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:27:51,278 : INFO : EPOCH 1 - PROGRESS: at 47.06% examples, 727467 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:52,284 : INFO : EPOCH 1 - PROGRESS: at 47.43% examples, 727406 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:27:53,288 : INFO : EPOCH 1 - PROGRESS: at 47.82% examples, 727460 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:54,314 : INFO : EPOCH 1 - PROGRESS: at 48.19% examples, 727389 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:55,315 : INFO : EPOCH 1 - PROGRESS: at 48.55% examples, 727461 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:56,335 : INFO : EPOCH 1 - PROGRESS: at 48.88% examples, 727552 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:27:57,344 : INFO : EPOCH 1 - PROGRESS: at 49.22% examples, 727562 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:58,354 : INFO : EPOCH 1 - PROGRESS: at 49.58% examples, 727608 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:27:59,362 : INFO : EPOCH 1 - PROGRESS: at 49.92% examples, 727638 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:00,366 : INFO : EPOCH 1 - PROGRESS: at 50.26% examples, 727617 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:01,377 : INFO : EPOCH 1 - PROGRESS: at 50.63% examples, 727596 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:02,379 : INFO : EPOCH 1 - PROGRESS: at 50.98% examples, 727656 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:03,382 : INFO : EPOCH 1 - PROGRESS: at 51.34% examples, 727653 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:04,384 : INFO : EPOCH 1 - PROGRESS: at 51.67% examples, 727672 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:05,384 : INFO : EPOCH 1 - PROGRESS: at 52.01% examples, 727734 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:06,390 : INFO : EPOCH 1 - PROGRESS: at 52.36% examples, 727732 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:07,406 : INFO : EPOCH 1 - PROGRESS: at 52.70% examples, 727774 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:08,406 : INFO : EPOCH 1 - PROGRESS: at 53.07% examples, 727768 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:09,424 : INFO : EPOCH 1 - PROGRESS: at 53.45% examples, 727721 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:10,430 : INFO : EPOCH 1 - PROGRESS: at 53.78% examples, 727799 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:11,442 : INFO : EPOCH 1 - PROGRESS: at 54.12% examples, 727821 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:12,450 : INFO : EPOCH 1 - PROGRESS: at 54.48% examples, 727819 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:13,455 : INFO : EPOCH 1 - PROGRESS: at 54.83% examples, 727784 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:14,456 : INFO : EPOCH 1 - PROGRESS: at 55.18% examples, 727771 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:15,458 : INFO : EPOCH 1 - PROGRESS: at 55.53% examples, 727880 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:16,465 : INFO : EPOCH 1 - PROGRESS: at 55.89% examples, 727904 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:17,471 : INFO : EPOCH 1 - PROGRESS: at 56.26% examples, 727873 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:18,475 : INFO : EPOCH 1 - PROGRESS: at 56.60% examples, 727841 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:19,476 : INFO : EPOCH 1 - PROGRESS: at 56.99% examples, 727846 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:20,484 : INFO : EPOCH 1 - PROGRESS: at 57.33% examples, 727890 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:21,484 : INFO : EPOCH 1 - PROGRESS: at 57.68% examples, 727885 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:22,504 : INFO : EPOCH 1 - PROGRESS: at 58.05% examples, 727824 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:23,507 : INFO : EPOCH 1 - PROGRESS: at 58.41% examples, 727824 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:24,515 : INFO : EPOCH 1 - PROGRESS: at 58.75% examples, 727753 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:25,517 : INFO : EPOCH 1 - PROGRESS: at 59.08% examples, 727772 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:26,519 : INFO : EPOCH 1 - PROGRESS: at 59.46% examples, 727670 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:27,533 : INFO : EPOCH 1 - PROGRESS: at 59.85% examples, 727611 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:28,537 : INFO : EPOCH 1 - PROGRESS: at 60.20% examples, 727707 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:29,550 : INFO : EPOCH 1 - PROGRESS: at 60.56% examples, 727695 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:30,561 : INFO : EPOCH 1 - PROGRESS: at 60.92% examples, 727701 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:31,563 : INFO : EPOCH 1 - PROGRESS: at 61.28% examples, 727771 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:32,577 : INFO : EPOCH 1 - PROGRESS: at 61.63% examples, 727742 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:33,579 : INFO : EPOCH 1 - PROGRESS: at 62.00% examples, 727751 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:34,602 : INFO : EPOCH 1 - PROGRESS: at 62.35% examples, 727717 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:35,608 : INFO : EPOCH 1 - PROGRESS: at 62.70% examples, 727769 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:36,616 : INFO : EPOCH 1 - PROGRESS: at 63.07% examples, 727783 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:37,617 : INFO : EPOCH 1 - PROGRESS: at 63.43% examples, 727758 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:38,619 : INFO : EPOCH 1 - PROGRESS: at 63.78% examples, 727800 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:39,625 : INFO : EPOCH 1 - PROGRESS: at 64.14% examples, 727766 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:40,628 : INFO : EPOCH 1 - PROGRESS: at 64.46% examples, 727784 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:41,631 : INFO : EPOCH 1 - PROGRESS: at 64.80% examples, 727822 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:42,637 : INFO : EPOCH 1 - PROGRESS: at 65.15% examples, 727771 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:43,640 : INFO : EPOCH 1 - PROGRESS: at 65.50% examples, 727797 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:28:44,640 : INFO : EPOCH 1 - PROGRESS: at 65.84% examples, 727734 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:45,641 : INFO : EPOCH 1 - PROGRESS: at 66.20% examples, 727727 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:46,650 : INFO : EPOCH 1 - PROGRESS: at 66.53% examples, 727669 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:47,654 : INFO : EPOCH 1 - PROGRESS: at 66.89% examples, 727728 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:48,660 : INFO : EPOCH 1 - PROGRESS: at 67.24% examples, 727706 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:49,662 : INFO : EPOCH 1 - PROGRESS: at 67.61% examples, 727716 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:50,668 : INFO : EPOCH 1 - PROGRESS: at 67.94% examples, 727735 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:51,677 : INFO : EPOCH 1 - PROGRESS: at 68.29% examples, 727768 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:52,686 : INFO : EPOCH 1 - PROGRESS: at 68.65% examples, 727803 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:53,689 : INFO : EPOCH 1 - PROGRESS: at 69.00% examples, 727840 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:54,710 : INFO : EPOCH 1 - PROGRESS: at 69.34% examples, 727837 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:55,724 : INFO : EPOCH 1 - PROGRESS: at 69.70% examples, 727853 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:56,726 : INFO : EPOCH 1 - PROGRESS: at 70.09% examples, 727842 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:57,733 : INFO : EPOCH 1 - PROGRESS: at 70.44% examples, 727784 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:58,745 : INFO : EPOCH 1 - PROGRESS: at 70.78% examples, 727742 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:28:59,748 : INFO : EPOCH 1 - PROGRESS: at 71.14% examples, 727565 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:00,752 : INFO : EPOCH 1 - PROGRESS: at 71.48% examples, 727385 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:01,757 : INFO : EPOCH 1 - PROGRESS: at 71.81% examples, 727163 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:02,766 : INFO : EPOCH 1 - PROGRESS: at 72.10% examples, 726606 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:03,771 : INFO : EPOCH 1 - PROGRESS: at 72.40% examples, 726236 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:04,782 : INFO : EPOCH 1 - PROGRESS: at 72.75% examples, 726220 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:05,803 : INFO : EPOCH 1 - PROGRESS: at 73.10% examples, 726228 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:06,808 : INFO : EPOCH 1 - PROGRESS: at 73.44% examples, 726283 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:07,813 : INFO : EPOCH 1 - PROGRESS: at 73.80% examples, 726292 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:08,836 : INFO : EPOCH 1 - PROGRESS: at 74.16% examples, 726284 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:09,848 : INFO : EPOCH 1 - PROGRESS: at 74.54% examples, 726287 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:10,858 : INFO : EPOCH 1 - PROGRESS: at 74.88% examples, 726330 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:11,870 : INFO : EPOCH 1 - PROGRESS: at 75.24% examples, 726282 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:12,872 : INFO : EPOCH 1 - PROGRESS: at 75.62% examples, 726252 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:13,876 : INFO : EPOCH 1 - PROGRESS: at 75.95% examples, 726301 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:29:14,882 : INFO : EPOCH 1 - PROGRESS: at 76.30% examples, 726304 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:15,888 : INFO : EPOCH 1 - PROGRESS: at 76.66% examples, 726355 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:16,899 : INFO : EPOCH 1 - PROGRESS: at 76.99% examples, 726343 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:17,920 : INFO : EPOCH 1 - PROGRESS: at 77.37% examples, 726334 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:18,920 : INFO : EPOCH 1 - PROGRESS: at 77.70% examples, 726389 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:29:19,929 : INFO : EPOCH 1 - PROGRESS: at 78.04% examples, 726390 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:20,935 : INFO : EPOCH 1 - PROGRESS: at 78.39% examples, 726360 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:21,951 : INFO : EPOCH 1 - PROGRESS: at 78.71% examples, 726424 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:22,961 : INFO : EPOCH 1 - PROGRESS: at 79.06% examples, 726465 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:23,964 : INFO : EPOCH 1 - PROGRESS: at 79.43% examples, 726502 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:24,970 : INFO : EPOCH 1 - PROGRESS: at 79.79% examples, 726484 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:25,975 : INFO : EPOCH 1 - PROGRESS: at 80.15% examples, 726439 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:26,992 : INFO : EPOCH 1 - PROGRESS: at 80.49% examples, 726457 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:29:27,993 : INFO : EPOCH 1 - PROGRESS: at 80.83% examples, 726545 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:28,996 : INFO : EPOCH 1 - PROGRESS: at 81.18% examples, 726549 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:30,012 : INFO : EPOCH 1 - PROGRESS: at 81.51% examples, 726616 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:31,013 : INFO : EPOCH 1 - PROGRESS: at 81.89% examples, 726628 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:32,020 : INFO : EPOCH 1 - PROGRESS: at 82.24% examples, 726613 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:33,025 : INFO : EPOCH 1 - PROGRESS: at 82.59% examples, 726609 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:34,037 : INFO : EPOCH 1 - PROGRESS: at 82.95% examples, 726613 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:35,046 : INFO : EPOCH 1 - PROGRESS: at 83.30% examples, 726586 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:36,059 : INFO : EPOCH 1 - PROGRESS: at 83.66% examples, 726648 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:37,065 : INFO : EPOCH 1 - PROGRESS: at 84.03% examples, 726645 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:38,069 : INFO : EPOCH 1 - PROGRESS: at 84.35% examples, 726614 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:39,075 : INFO : EPOCH 1 - PROGRESS: at 84.72% examples, 726645 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:40,084 : INFO : EPOCH 1 - PROGRESS: at 85.07% examples, 726675 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:41,094 : INFO : EPOCH 1 - PROGRESS: at 85.42% examples, 726630 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:42,094 : INFO : EPOCH 1 - PROGRESS: at 85.75% examples, 726665 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:43,098 : INFO : EPOCH 1 - PROGRESS: at 86.09% examples, 726665 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:44,108 : INFO : EPOCH 1 - PROGRESS: at 86.46% examples, 726684 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:45,122 : INFO : EPOCH 1 - PROGRESS: at 86.80% examples, 726665 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:46,133 : INFO : EPOCH 1 - PROGRESS: at 87.13% examples, 726643 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:47,150 : INFO : EPOCH 1 - PROGRESS: at 87.50% examples, 726636 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:48,151 : INFO : EPOCH 1 - PROGRESS: at 87.85% examples, 726686 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:49,167 : INFO : EPOCH 1 - PROGRESS: at 88.24% examples, 726635 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:50,182 : INFO : EPOCH 1 - PROGRESS: at 88.61% examples, 726640 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:51,193 : INFO : EPOCH 1 - PROGRESS: at 88.95% examples, 726644 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:52,202 : INFO : EPOCH 1 - PROGRESS: at 89.32% examples, 726583 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:29:53,214 : INFO : EPOCH 1 - PROGRESS: at 89.71% examples, 726576 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:54,217 : INFO : EPOCH 1 - PROGRESS: at 90.07% examples, 726558 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:55,225 : INFO : EPOCH 1 - PROGRESS: at 90.41% examples, 726587 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:29:56,227 : INFO : EPOCH 1 - PROGRESS: at 90.75% examples, 726570 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:57,228 : INFO : EPOCH 1 - PROGRESS: at 91.10% examples, 726571 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:58,240 : INFO : EPOCH 1 - PROGRESS: at 91.48% examples, 726548 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:29:59,257 : INFO : EPOCH 1 - PROGRESS: at 91.85% examples, 726559 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:00,260 : INFO : EPOCH 1 - PROGRESS: at 92.20% examples, 726573 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:01,265 : INFO : EPOCH 1 - PROGRESS: at 92.53% examples, 726586 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:02,265 : INFO : EPOCH 1 - PROGRESS: at 92.88% examples, 726584 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:03,268 : INFO : EPOCH 1 - PROGRESS: at 93.21% examples, 726600 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:04,277 : INFO : EPOCH 1 - PROGRESS: at 93.54% examples, 726595 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:05,291 : INFO : EPOCH 1 - PROGRESS: at 93.91% examples, 726620 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:06,296 : INFO : EPOCH 1 - PROGRESS: at 94.25% examples, 726641 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:07,301 : INFO : EPOCH 1 - PROGRESS: at 94.60% examples, 726620 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:08,315 : INFO : EPOCH 1 - PROGRESS: at 94.95% examples, 726617 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:09,316 : INFO : EPOCH 1 - PROGRESS: at 95.31% examples, 726640 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:10,324 : INFO : EPOCH 1 - PROGRESS: at 95.66% examples, 726641 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:11,328 : INFO : EPOCH 1 - PROGRESS: at 96.01% examples, 726678 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:12,332 : INFO : EPOCH 1 - PROGRESS: at 96.35% examples, 726676 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:13,341 : INFO : EPOCH 1 - PROGRESS: at 96.69% examples, 726673 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:14,347 : INFO : EPOCH 1 - PROGRESS: at 97.06% examples, 726713 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:15,350 : INFO : EPOCH 1 - PROGRESS: at 97.38% examples, 726712 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:16,355 : INFO : EPOCH 1 - PROGRESS: at 97.73% examples, 726770 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:17,368 : INFO : EPOCH 1 - PROGRESS: at 98.11% examples, 726744 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:18,378 : INFO : EPOCH 1 - PROGRESS: at 98.46% examples, 726760 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:19,394 : INFO : EPOCH 1 - PROGRESS: at 98.82% examples, 726752 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:20,395 : INFO : EPOCH 1 - PROGRESS: at 99.18% examples, 726787 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:21,398 : INFO : EPOCH 1 - PROGRESS: at 99.54% examples, 726806 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:22,416 : INFO : EPOCH 1 - PROGRESS: at 99.90% examples, 726779 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:22,652 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 10:30:22,670 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 10:30:22,672 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 10:30:22,673 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 10:30:22,673 : INFO : EPOCH - 1 : training on 265921901 raw words (206691718 effective words) took 284.4s, 726818 effective words/s
2020-07-24 10:30:23,703 : INFO : EPOCH 2 - PROGRESS: at 0.34% examples, 670225 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:24,708 : INFO : EPOCH 2 - PROGRESS: at 0.68% examples, 702716 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:30:25,716 : INFO : EPOCH 2 - PROGRESS: at 1.04% examples, 709072 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:26,722 : INFO : EPOCH 2 - PROGRESS: at 1.39% examples, 713972 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:30:27,728 : INFO : EPOCH 2 - PROGRESS: at 1.74% examples, 716235 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:28,755 : INFO : EPOCH 2 - PROGRESS: at 2.10% examples, 716950 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:29,762 : INFO : EPOCH 2 - PROGRESS: at 2.47% examples, 719188 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:30,772 : INFO : EPOCH 2 - PROGRESS: at 2.83% examples, 719252 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:30:31,776 : INFO : EPOCH 2 - PROGRESS: at 3.20% examples, 721054 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:32,781 : INFO : EPOCH 2 - PROGRESS: at 3.53% examples, 720635 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:30:33,781 : INFO : EPOCH 2 - PROGRESS: at 3.89% examples, 721131 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:34,789 : INFO : EPOCH 2 - PROGRESS: at 4.22% examples, 722444 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:30:35,791 : INFO : EPOCH 2 - PROGRESS: at 4.57% examples, 722961 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:36,804 : INFO : EPOCH 2 - PROGRESS: at 4.92% examples, 722867 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:37,811 : INFO : EPOCH 2 - PROGRESS: at 5.28% examples, 723236 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:38,822 : INFO : EPOCH 2 - PROGRESS: at 5.62% examples, 723147 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:39,828 : INFO : EPOCH 2 - PROGRESS: at 5.98% examples, 723230 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:40,838 : INFO : EPOCH 2 - PROGRESS: at 6.35% examples, 723066 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:41,849 : INFO : EPOCH 2 - PROGRESS: at 6.69% examples, 723570 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:42,852 : INFO : EPOCH 2 - PROGRESS: at 7.02% examples, 724313 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:43,857 : INFO : EPOCH 2 - PROGRESS: at 7.38% examples, 724250 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:44,873 : INFO : EPOCH 2 - PROGRESS: at 7.72% examples, 725051 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:45,882 : INFO : EPOCH 2 - PROGRESS: at 8.08% examples, 725104 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:46,885 : INFO : EPOCH 2 - PROGRESS: at 8.43% examples, 725142 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:47,887 : INFO : EPOCH 2 - PROGRESS: at 8.80% examples, 725123 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:48,890 : INFO : EPOCH 2 - PROGRESS: at 9.17% examples, 724884 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:49,894 : INFO : EPOCH 2 - PROGRESS: at 9.51% examples, 725369 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:50,898 : INFO : EPOCH 2 - PROGRESS: at 9.87% examples, 725370 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:51,903 : INFO : EPOCH 2 - PROGRESS: at 10.21% examples, 725387 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:52,920 : INFO : EPOCH 2 - PROGRESS: at 10.55% examples, 725504 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:53,921 : INFO : EPOCH 2 - PROGRESS: at 10.91% examples, 725794 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:54,933 : INFO : EPOCH 2 - PROGRESS: at 11.30% examples, 725882 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:30:55,943 : INFO : EPOCH 2 - PROGRESS: at 11.63% examples, 725737 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:56,970 : INFO : EPOCH 2 - PROGRESS: at 12.01% examples, 725839 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:57,973 : INFO : EPOCH 2 - PROGRESS: at 12.38% examples, 726427 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:58,981 : INFO : EPOCH 2 - PROGRESS: at 12.73% examples, 726185 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:30:59,986 : INFO : EPOCH 2 - PROGRESS: at 13.09% examples, 726458 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:00,986 : INFO : EPOCH 2 - PROGRESS: at 13.43% examples, 726243 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:01,990 : INFO : EPOCH 2 - PROGRESS: at 13.78% examples, 726256 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:03,015 : INFO : EPOCH 2 - PROGRESS: at 14.14% examples, 726214 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:04,018 : INFO : EPOCH 2 - PROGRESS: at 14.48% examples, 726574 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:05,031 : INFO : EPOCH 2 - PROGRESS: at 14.84% examples, 726533 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:31:06,054 : INFO : EPOCH 2 - PROGRESS: at 15.21% examples, 726444 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:07,066 : INFO : EPOCH 2 - PROGRESS: at 15.54% examples, 726558 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:08,070 : INFO : EPOCH 2 - PROGRESS: at 15.92% examples, 726725 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:09,084 : INFO : EPOCH 2 - PROGRESS: at 16.28% examples, 727094 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:31:10,094 : INFO : EPOCH 2 - PROGRESS: at 16.64% examples, 726871 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:11,113 : INFO : EPOCH 2 - PROGRESS: at 17.01% examples, 727188 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:12,115 : INFO : EPOCH 2 - PROGRESS: at 17.33% examples, 727223 words/s, in_qsize 5, out_qsize 2
2020-07-24 10:31:13,118 : INFO : EPOCH 2 - PROGRESS: at 17.68% examples, 727204 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:14,128 : INFO : EPOCH 2 - PROGRESS: at 18.02% examples, 727218 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:15,130 : INFO : EPOCH 2 - PROGRESS: at 18.38% examples, 727164 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:16,136 : INFO : EPOCH 2 - PROGRESS: at 18.74% examples, 727436 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:31:17,142 : INFO : EPOCH 2 - PROGRESS: at 19.09% examples, 727268 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:18,149 : INFO : EPOCH 2 - PROGRESS: at 19.44% examples, 727487 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:19,165 : INFO : EPOCH 2 - PROGRESS: at 19.80% examples, 727423 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:20,176 : INFO : EPOCH 2 - PROGRESS: at 20.15% examples, 727593 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:21,189 : INFO : EPOCH 2 - PROGRESS: at 20.51% examples, 727514 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:22,191 : INFO : EPOCH 2 - PROGRESS: at 20.88% examples, 727396 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:23,199 : INFO : EPOCH 2 - PROGRESS: at 21.23% examples, 727697 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:24,206 : INFO : EPOCH 2 - PROGRESS: at 21.58% examples, 727793 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:31:25,206 : INFO : EPOCH 2 - PROGRESS: at 21.94% examples, 728032 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:26,216 : INFO : EPOCH 2 - PROGRESS: at 22.29% examples, 727858 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:27,233 : INFO : EPOCH 2 - PROGRESS: at 22.68% examples, 727735 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:28,235 : INFO : EPOCH 2 - PROGRESS: at 23.03% examples, 727725 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:29,250 : INFO : EPOCH 2 - PROGRESS: at 23.38% examples, 727765 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:31:30,260 : INFO : EPOCH 2 - PROGRESS: at 23.76% examples, 727648 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:31,271 : INFO : EPOCH 2 - PROGRESS: at 24.13% examples, 727625 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:32,272 : INFO : EPOCH 2 - PROGRESS: at 24.51% examples, 727615 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:33,293 : INFO : EPOCH 2 - PROGRESS: at 24.86% examples, 727633 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:34,297 : INFO : EPOCH 2 - PROGRESS: at 25.23% examples, 727764 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:31:35,307 : INFO : EPOCH 2 - PROGRESS: at 25.58% examples, 727656 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:36,307 : INFO : EPOCH 2 - PROGRESS: at 25.94% examples, 727625 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:37,311 : INFO : EPOCH 2 - PROGRESS: at 26.31% examples, 727697 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:38,330 : INFO : EPOCH 2 - PROGRESS: at 26.66% examples, 727767 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:39,330 : INFO : EPOCH 2 - PROGRESS: at 27.01% examples, 727386 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:40,331 : INFO : EPOCH 2 - PROGRESS: at 27.36% examples, 726954 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:41,342 : INFO : EPOCH 2 - PROGRESS: at 27.71% examples, 726766 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:42,349 : INFO : EPOCH 2 - PROGRESS: at 28.07% examples, 726501 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:43,350 : INFO : EPOCH 2 - PROGRESS: at 28.44% examples, 726257 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:44,357 : INFO : EPOCH 2 - PROGRESS: at 28.80% examples, 726307 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:45,364 : INFO : EPOCH 2 - PROGRESS: at 29.14% examples, 726183 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:46,369 : INFO : EPOCH 2 - PROGRESS: at 29.45% examples, 724833 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:47,375 : INFO : EPOCH 2 - PROGRESS: at 29.80% examples, 724122 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:48,376 : INFO : EPOCH 2 - PROGRESS: at 30.17% examples, 724027 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:49,394 : INFO : EPOCH 2 - PROGRESS: at 30.52% examples, 724391 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:50,399 : INFO : EPOCH 2 - PROGRESS: at 30.90% examples, 724535 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:31:51,417 : INFO : EPOCH 2 - PROGRESS: at 31.27% examples, 724468 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:52,418 : INFO : EPOCH 2 - PROGRESS: at 31.63% examples, 724590 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:53,428 : INFO : EPOCH 2 - PROGRESS: at 31.99% examples, 724645 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:54,450 : INFO : EPOCH 2 - PROGRESS: at 32.36% examples, 724636 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:55,464 : INFO : EPOCH 2 - PROGRESS: at 32.72% examples, 724757 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:56,466 : INFO : EPOCH 2 - PROGRESS: at 33.08% examples, 724789 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:57,473 : INFO : EPOCH 2 - PROGRESS: at 33.43% examples, 724797 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:31:58,479 : INFO : EPOCH 2 - PROGRESS: at 33.79% examples, 724896 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:31:59,484 : INFO : EPOCH 2 - PROGRESS: at 34.15% examples, 724884 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:00,495 : INFO : EPOCH 2 - PROGRESS: at 34.53% examples, 724778 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:01,512 : INFO : EPOCH 2 - PROGRESS: at 34.88% examples, 724805 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:32:02,515 : INFO : EPOCH 2 - PROGRESS: at 35.26% examples, 724947 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:03,517 : INFO : EPOCH 2 - PROGRESS: at 35.63% examples, 724910 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:04,517 : INFO : EPOCH 2 - PROGRESS: at 35.99% examples, 724965 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:05,524 : INFO : EPOCH 2 - PROGRESS: at 36.34% examples, 724953 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:06,535 : INFO : EPOCH 2 - PROGRESS: at 36.66% examples, 725050 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:07,544 : INFO : EPOCH 2 - PROGRESS: at 37.00% examples, 725145 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:08,552 : INFO : EPOCH 2 - PROGRESS: at 37.35% examples, 725231 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:09,553 : INFO : EPOCH 2 - PROGRESS: at 37.70% examples, 725309 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:10,567 : INFO : EPOCH 2 - PROGRESS: at 38.06% examples, 725408 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:32:11,577 : INFO : EPOCH 2 - PROGRESS: at 38.43% examples, 725443 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:32:12,579 : INFO : EPOCH 2 - PROGRESS: at 38.81% examples, 725443 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:13,589 : INFO : EPOCH 2 - PROGRESS: at 39.19% examples, 725485 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:14,612 : INFO : EPOCH 2 - PROGRESS: at 39.52% examples, 725499 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:15,623 : INFO : EPOCH 2 - PROGRESS: at 39.89% examples, 725576 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:16,623 : INFO : EPOCH 2 - PROGRESS: at 40.27% examples, 725545 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:32:17,632 : INFO : EPOCH 2 - PROGRESS: at 40.62% examples, 725635 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:18,633 : INFO : EPOCH 2 - PROGRESS: at 41.00% examples, 725709 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:19,653 : INFO : EPOCH 2 - PROGRESS: at 41.35% examples, 725675 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:20,663 : INFO : EPOCH 2 - PROGRESS: at 41.70% examples, 725714 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:21,676 : INFO : EPOCH 2 - PROGRESS: at 42.07% examples, 725802 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:22,687 : INFO : EPOCH 2 - PROGRESS: at 42.44% examples, 725714 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:23,689 : INFO : EPOCH 2 - PROGRESS: at 42.78% examples, 725876 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:24,694 : INFO : EPOCH 2 - PROGRESS: at 43.12% examples, 725867 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:25,697 : INFO : EPOCH 2 - PROGRESS: at 43.48% examples, 725965 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:26,711 : INFO : EPOCH 2 - PROGRESS: at 43.84% examples, 725906 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:27,722 : INFO : EPOCH 2 - PROGRESS: at 44.22% examples, 725871 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:28,722 : INFO : EPOCH 2 - PROGRESS: at 44.56% examples, 725976 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:29,725 : INFO : EPOCH 2 - PROGRESS: at 44.90% examples, 726069 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:30,728 : INFO : EPOCH 2 - PROGRESS: at 45.26% examples, 726037 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:31,742 : INFO : EPOCH 2 - PROGRESS: at 45.60% examples, 726062 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:32,749 : INFO : EPOCH 2 - PROGRESS: at 45.96% examples, 726035 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:33,757 : INFO : EPOCH 2 - PROGRESS: at 46.33% examples, 726082 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:34,760 : INFO : EPOCH 2 - PROGRESS: at 46.67% examples, 726181 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:35,772 : INFO : EPOCH 2 - PROGRESS: at 47.02% examples, 726158 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:36,774 : INFO : EPOCH 2 - PROGRESS: at 47.39% examples, 726200 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:37,778 : INFO : EPOCH 2 - PROGRESS: at 47.77% examples, 726224 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:38,785 : INFO : EPOCH 2 - PROGRESS: at 48.14% examples, 726195 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:39,786 : INFO : EPOCH 2 - PROGRESS: at 48.49% examples, 726159 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:40,792 : INFO : EPOCH 2 - PROGRESS: at 48.83% examples, 726338 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:41,803 : INFO : EPOCH 2 - PROGRESS: at 49.17% examples, 726323 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:42,829 : INFO : EPOCH 2 - PROGRESS: at 49.53% examples, 726300 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:43,839 : INFO : EPOCH 2 - PROGRESS: at 49.88% examples, 726474 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:44,846 : INFO : EPOCH 2 - PROGRESS: at 50.23% examples, 726523 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:45,853 : INFO : EPOCH 2 - PROGRESS: at 50.57% examples, 726498 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:32:46,869 : INFO : EPOCH 2 - PROGRESS: at 50.95% examples, 726486 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:47,869 : INFO : EPOCH 2 - PROGRESS: at 51.31% examples, 726610 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:48,872 : INFO : EPOCH 2 - PROGRESS: at 51.63% examples, 726620 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:49,875 : INFO : EPOCH 2 - PROGRESS: at 51.98% examples, 726672 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:50,880 : INFO : EPOCH 2 - PROGRESS: at 52.33% examples, 726761 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:51,892 : INFO : EPOCH 2 - PROGRESS: at 52.67% examples, 726752 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:32:52,893 : INFO : EPOCH 2 - PROGRESS: at 53.04% examples, 726712 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:53,894 : INFO : EPOCH 2 - PROGRESS: at 53.41% examples, 726785 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:54,896 : INFO : EPOCH 2 - PROGRESS: at 53.74% examples, 726805 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:55,897 : INFO : EPOCH 2 - PROGRESS: at 54.08% examples, 726784 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:56,897 : INFO : EPOCH 2 - PROGRESS: at 54.43% examples, 726862 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:57,907 : INFO : EPOCH 2 - PROGRESS: at 54.78% examples, 726855 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:58,932 : INFO : EPOCH 2 - PROGRESS: at 55.14% examples, 726868 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:32:59,933 : INFO : EPOCH 2 - PROGRESS: at 55.50% examples, 726920 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:00,943 : INFO : EPOCH 2 - PROGRESS: at 55.85% examples, 726932 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:01,949 : INFO : EPOCH 2 - PROGRESS: at 56.22% examples, 726988 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:02,955 : INFO : EPOCH 2 - PROGRESS: at 56.57% examples, 727020 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:03,959 : INFO : EPOCH 2 - PROGRESS: at 56.95% examples, 727013 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:04,959 : INFO : EPOCH 2 - PROGRESS: at 57.30% examples, 726989 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:05,972 : INFO : EPOCH 2 - PROGRESS: at 57.64% examples, 726951 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:33:06,985 : INFO : EPOCH 2 - PROGRESS: at 58.01% examples, 727000 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:33:08,002 : INFO : EPOCH 2 - PROGRESS: at 58.38% examples, 726947 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:09,002 : INFO : EPOCH 2 - PROGRESS: at 58.72% examples, 726980 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:10,008 : INFO : EPOCH 2 - PROGRESS: at 59.06% examples, 727001 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:11,015 : INFO : EPOCH 2 - PROGRESS: at 59.44% examples, 726965 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:12,032 : INFO : EPOCH 2 - PROGRESS: at 59.84% examples, 726915 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:13,034 : INFO : EPOCH 2 - PROGRESS: at 60.19% examples, 727028 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:14,043 : INFO : EPOCH 2 - PROGRESS: at 60.55% examples, 727039 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:15,044 : INFO : EPOCH 2 - PROGRESS: at 60.90% examples, 727040 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:16,044 : INFO : EPOCH 2 - PROGRESS: at 61.26% examples, 727035 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:17,046 : INFO : EPOCH 2 - PROGRESS: at 61.60% examples, 727067 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:18,060 : INFO : EPOCH 2 - PROGRESS: at 61.97% examples, 727029 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:19,069 : INFO : EPOCH 2 - PROGRESS: at 62.33% examples, 727099 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:20,087 : INFO : EPOCH 2 - PROGRESS: at 62.69% examples, 727110 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:21,092 : INFO : EPOCH 2 - PROGRESS: at 63.04% examples, 727051 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:33:22,099 : INFO : EPOCH 2 - PROGRESS: at 63.40% examples, 727074 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:23,101 : INFO : EPOCH 2 - PROGRESS: at 63.76% examples, 727154 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:24,118 : INFO : EPOCH 2 - PROGRESS: at 64.12% examples, 727137 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:25,124 : INFO : EPOCH 2 - PROGRESS: at 64.44% examples, 727165 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:26,129 : INFO : EPOCH 2 - PROGRESS: at 64.78% examples, 727178 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:27,130 : INFO : EPOCH 2 - PROGRESS: at 65.13% examples, 727168 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:33:28,134 : INFO : EPOCH 2 - PROGRESS: at 65.49% examples, 727203 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:29,134 : INFO : EPOCH 2 - PROGRESS: at 65.83% examples, 727202 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:30,141 : INFO : EPOCH 2 - PROGRESS: at 66.19% examples, 727150 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:31,156 : INFO : EPOCH 2 - PROGRESS: at 66.53% examples, 727171 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:32,157 : INFO : EPOCH 2 - PROGRESS: at 66.88% examples, 727161 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:33,160 : INFO : EPOCH 2 - PROGRESS: at 67.24% examples, 727205 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:34,165 : INFO : EPOCH 2 - PROGRESS: at 67.60% examples, 727233 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:35,178 : INFO : EPOCH 2 - PROGRESS: at 67.94% examples, 727204 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:36,185 : INFO : EPOCH 2 - PROGRESS: at 68.29% examples, 727245 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:37,191 : INFO : EPOCH 2 - PROGRESS: at 68.64% examples, 727255 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:38,194 : INFO : EPOCH 2 - PROGRESS: at 68.99% examples, 727293 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:39,200 : INFO : EPOCH 2 - PROGRESS: at 69.33% examples, 727301 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:40,203 : INFO : EPOCH 2 - PROGRESS: at 69.68% examples, 727336 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:41,205 : INFO : EPOCH 2 - PROGRESS: at 70.07% examples, 727296 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:42,218 : INFO : EPOCH 2 - PROGRESS: at 70.43% examples, 727226 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:43,219 : INFO : EPOCH 2 - PROGRESS: at 70.77% examples, 727257 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:44,222 : INFO : EPOCH 2 - PROGRESS: at 71.14% examples, 727258 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:45,237 : INFO : EPOCH 2 - PROGRESS: at 71.50% examples, 727227 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:46,240 : INFO : EPOCH 2 - PROGRESS: at 71.85% examples, 727237 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:47,260 : INFO : EPOCH 2 - PROGRESS: at 72.21% examples, 727218 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:48,270 : INFO : EPOCH 2 - PROGRESS: at 72.53% examples, 727291 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:49,279 : INFO : EPOCH 2 - PROGRESS: at 72.89% examples, 727282 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:50,282 : INFO : EPOCH 2 - PROGRESS: at 73.23% examples, 727282 words/s, in_qsize 7, out_qsize 1
2020-07-24 10:33:51,299 : INFO : EPOCH 2 - PROGRESS: at 73.58% examples, 727356 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:52,299 : INFO : EPOCH 2 - PROGRESS: at 73.94% examples, 727369 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:33:53,320 : INFO : EPOCH 2 - PROGRESS: at 74.32% examples, 727346 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:54,327 : INFO : EPOCH 2 - PROGRESS: at 74.67% examples, 727365 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:55,337 : INFO : EPOCH 2 - PROGRESS: at 75.03% examples, 727342 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:56,357 : INFO : EPOCH 2 - PROGRESS: at 75.40% examples, 727336 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:57,365 : INFO : EPOCH 2 - PROGRESS: at 75.76% examples, 727354 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:58,367 : INFO : EPOCH 2 - PROGRESS: at 76.11% examples, 727344 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:33:59,376 : INFO : EPOCH 2 - PROGRESS: at 76.45% examples, 727314 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:00,380 : INFO : EPOCH 2 - PROGRESS: at 76.80% examples, 727366 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:34:01,392 : INFO : EPOCH 2 - PROGRESS: at 77.15% examples, 727349 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:02,394 : INFO : EPOCH 2 - PROGRESS: at 77.50% examples, 727378 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:03,394 : INFO : EPOCH 2 - PROGRESS: at 77.84% examples, 727381 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:04,403 : INFO : EPOCH 2 - PROGRESS: at 78.18% examples, 727388 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:05,410 : INFO : EPOCH 2 - PROGRESS: at 78.51% examples, 727441 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:06,421 : INFO : EPOCH 2 - PROGRESS: at 78.87% examples, 727452 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:07,426 : INFO : EPOCH 2 - PROGRESS: at 79.21% examples, 727485 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:08,438 : INFO : EPOCH 2 - PROGRESS: at 79.57% examples, 727433 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:34:09,445 : INFO : EPOCH 2 - PROGRESS: at 79.93% examples, 727452 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:10,458 : INFO : EPOCH 2 - PROGRESS: at 80.30% examples, 727403 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:11,466 : INFO : EPOCH 2 - PROGRESS: at 80.63% examples, 727446 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:34:12,479 : INFO : EPOCH 2 - PROGRESS: at 80.97% examples, 727495 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:34:13,492 : INFO : EPOCH 2 - PROGRESS: at 81.31% examples, 727549 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:14,508 : INFO : EPOCH 2 - PROGRESS: at 81.67% examples, 727562 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:15,509 : INFO : EPOCH 2 - PROGRESS: at 82.03% examples, 727601 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:16,516 : INFO : EPOCH 2 - PROGRESS: at 82.39% examples, 727559 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:34:17,521 : INFO : EPOCH 2 - PROGRESS: at 82.76% examples, 727515 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:18,521 : INFO : EPOCH 2 - PROGRESS: at 83.09% examples, 727575 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:19,526 : INFO : EPOCH 2 - PROGRESS: at 83.43% examples, 727459 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:20,545 : INFO : EPOCH 2 - PROGRESS: at 83.79% examples, 727379 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:21,547 : INFO : EPOCH 2 - PROGRESS: at 84.12% examples, 727294 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:22,551 : INFO : EPOCH 2 - PROGRESS: at 84.46% examples, 727139 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:23,579 : INFO : EPOCH 2 - PROGRESS: at 84.78% examples, 726782 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:24,583 : INFO : EPOCH 2 - PROGRESS: at 85.06% examples, 726252 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:25,588 : INFO : EPOCH 2 - PROGRESS: at 85.41% examples, 726256 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:26,593 : INFO : EPOCH 2 - PROGRESS: at 85.74% examples, 726278 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:27,604 : INFO : EPOCH 2 - PROGRESS: at 86.09% examples, 726285 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:34:28,621 : INFO : EPOCH 2 - PROGRESS: at 86.46% examples, 726284 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:34:29,632 : INFO : EPOCH 2 - PROGRESS: at 86.81% examples, 726309 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:30,643 : INFO : EPOCH 2 - PROGRESS: at 87.13% examples, 726259 words/s, in_qsize 7, out_qsize 1
2020-07-24 10:34:31,649 : INFO : EPOCH 2 - PROGRESS: at 87.50% examples, 726315 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:32,649 : INFO : EPOCH 2 - PROGRESS: at 87.85% examples, 726302 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:33,662 : INFO : EPOCH 2 - PROGRESS: at 88.23% examples, 726240 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:34,671 : INFO : EPOCH 2 - PROGRESS: at 88.60% examples, 726235 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:35,673 : INFO : EPOCH 2 - PROGRESS: at 88.94% examples, 726254 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:36,676 : INFO : EPOCH 2 - PROGRESS: at 89.31% examples, 726222 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:34:37,680 : INFO : EPOCH 2 - PROGRESS: at 89.69% examples, 726185 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:38,687 : INFO : EPOCH 2 - PROGRESS: at 90.06% examples, 726196 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:39,688 : INFO : EPOCH 2 - PROGRESS: at 90.40% examples, 726222 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:40,691 : INFO : EPOCH 2 - PROGRESS: at 90.73% examples, 726184 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:41,693 : INFO : EPOCH 2 - PROGRESS: at 91.08% examples, 726214 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:42,694 : INFO : EPOCH 2 - PROGRESS: at 91.46% examples, 726199 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:43,698 : INFO : EPOCH 2 - PROGRESS: at 91.82% examples, 726186 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:44,706 : INFO : EPOCH 2 - PROGRESS: at 92.17% examples, 726192 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:45,706 : INFO : EPOCH 2 - PROGRESS: at 92.52% examples, 726253 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:46,729 : INFO : EPOCH 2 - PROGRESS: at 92.86% examples, 726237 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:47,731 : INFO : EPOCH 2 - PROGRESS: at 93.19% examples, 726262 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:34:48,735 : INFO : EPOCH 2 - PROGRESS: at 93.52% examples, 726250 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:49,761 : INFO : EPOCH 2 - PROGRESS: at 93.90% examples, 726257 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:50,772 : INFO : EPOCH 2 - PROGRESS: at 94.24% examples, 726303 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:51,777 : INFO : EPOCH 2 - PROGRESS: at 94.60% examples, 726337 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:52,787 : INFO : EPOCH 2 - PROGRESS: at 94.94% examples, 726346 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:53,790 : INFO : EPOCH 2 - PROGRESS: at 95.30% examples, 726367 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:54,797 : INFO : EPOCH 2 - PROGRESS: at 95.66% examples, 726401 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:55,798 : INFO : EPOCH 2 - PROGRESS: at 96.00% examples, 726387 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:56,801 : INFO : EPOCH 2 - PROGRESS: at 96.35% examples, 726426 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:57,818 : INFO : EPOCH 2 - PROGRESS: at 96.69% examples, 726427 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:58,819 : INFO : EPOCH 2 - PROGRESS: at 97.06% examples, 726454 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:34:59,821 : INFO : EPOCH 2 - PROGRESS: at 97.38% examples, 726472 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:00,826 : INFO : EPOCH 2 - PROGRESS: at 97.73% examples, 726516 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:01,836 : INFO : EPOCH 2 - PROGRESS: at 98.10% examples, 726472 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:02,844 : INFO : EPOCH 2 - PROGRESS: at 98.45% examples, 726520 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:03,856 : INFO : EPOCH 2 - PROGRESS: at 98.81% examples, 726494 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:04,860 : INFO : EPOCH 2 - PROGRESS: at 99.16% examples, 726493 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:05,862 : INFO : EPOCH 2 - PROGRESS: at 99.52% examples, 726525 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:35:06,868 : INFO : EPOCH 2 - PROGRESS: at 99.89% examples, 726526 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:07,136 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 10:35:07,159 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 10:35:07,160 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 10:35:07,160 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 10:35:07,161 : INFO : EPOCH - 2 : training on 265921901 raw words (206691442 effective words) took 284.5s, 726552 effective words/s
2020-07-24 10:35:08,183 : INFO : EPOCH 3 - PROGRESS: at 0.36% examples, 702655 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:09,186 : INFO : EPOCH 3 - PROGRESS: at 0.70% examples, 721190 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:10,190 : INFO : EPOCH 3 - PROGRESS: at 1.06% examples, 722358 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:11,205 : INFO : EPOCH 3 - PROGRESS: at 1.41% examples, 722305 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:12,227 : INFO : EPOCH 3 - PROGRESS: at 1.77% examples, 726060 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:13,228 : INFO : EPOCH 3 - PROGRESS: at 2.12% examples, 726009 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:14,235 : INFO : EPOCH 3 - PROGRESS: at 2.49% examples, 725404 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:15,236 : INFO : EPOCH 3 - PROGRESS: at 2.86% examples, 728332 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:16,236 : INFO : EPOCH 3 - PROGRESS: at 3.22% examples, 728401 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:17,244 : INFO : EPOCH 3 - PROGRESS: at 3.55% examples, 727664 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:18,245 : INFO : EPOCH 3 - PROGRESS: at 3.92% examples, 728357 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:19,255 : INFO : EPOCH 3 - PROGRESS: at 4.25% examples, 728876 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:20,260 : INFO : EPOCH 3 - PROGRESS: at 4.60% examples, 728953 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:21,266 : INFO : EPOCH 3 - PROGRESS: at 4.96% examples, 729156 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:22,281 : INFO : EPOCH 3 - PROGRESS: at 5.32% examples, 729510 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:23,286 : INFO : EPOCH 3 - PROGRESS: at 5.66% examples, 729131 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:24,292 : INFO : EPOCH 3 - PROGRESS: at 6.03% examples, 729597 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:25,297 : INFO : EPOCH 3 - PROGRESS: at 6.40% examples, 729208 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:35:26,301 : INFO : EPOCH 3 - PROGRESS: at 6.73% examples, 729514 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:27,311 : INFO : EPOCH 3 - PROGRESS: at 7.07% examples, 729916 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:28,316 : INFO : EPOCH 3 - PROGRESS: at 7.43% examples, 730250 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:29,321 : INFO : EPOCH 3 - PROGRESS: at 7.76% examples, 730702 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:30,329 : INFO : EPOCH 3 - PROGRESS: at 8.13% examples, 730557 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:31,329 : INFO : EPOCH 3 - PROGRESS: at 8.49% examples, 730687 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:32,337 : INFO : EPOCH 3 - PROGRESS: at 8.85% examples, 730518 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:33,343 : INFO : EPOCH 3 - PROGRESS: at 9.22% examples, 730401 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:34,348 : INFO : EPOCH 3 - PROGRESS: at 9.57% examples, 730304 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:35,352 : INFO : EPOCH 3 - PROGRESS: at 9.92% examples, 730376 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:36,364 : INFO : EPOCH 3 - PROGRESS: at 10.26% examples, 730412 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:37,379 : INFO : EPOCH 3 - PROGRESS: at 10.61% examples, 730340 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:38,383 : INFO : EPOCH 3 - PROGRESS: at 10.97% examples, 730433 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:39,387 : INFO : EPOCH 3 - PROGRESS: at 11.34% examples, 730161 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:40,393 : INFO : EPOCH 3 - PROGRESS: at 11.68% examples, 729994 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:41,402 : INFO : EPOCH 3 - PROGRESS: at 12.05% examples, 729731 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:42,410 : INFO : EPOCH 3 - PROGRESS: at 12.43% examples, 729306 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:43,416 : INFO : EPOCH 3 - PROGRESS: at 12.76% examples, 729344 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:44,429 : INFO : EPOCH 3 - PROGRESS: at 13.13% examples, 729309 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:45,436 : INFO : EPOCH 3 - PROGRESS: at 13.47% examples, 729555 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:46,443 : INFO : EPOCH 3 - PROGRESS: at 13.83% examples, 729590 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:47,448 : INFO : EPOCH 3 - PROGRESS: at 14.19% examples, 729717 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:48,448 : INFO : EPOCH 3 - PROGRESS: at 14.53% examples, 729758 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:49,451 : INFO : EPOCH 3 - PROGRESS: at 14.89% examples, 729844 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:50,462 : INFO : EPOCH 3 - PROGRESS: at 15.26% examples, 729987 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:51,475 : INFO : EPOCH 3 - PROGRESS: at 15.59% examples, 730154 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:52,479 : INFO : EPOCH 3 - PROGRESS: at 15.96% examples, 730105 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:53,487 : INFO : EPOCH 3 - PROGRESS: at 16.32% examples, 730212 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:54,504 : INFO : EPOCH 3 - PROGRESS: at 16.68% examples, 730052 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:55,518 : INFO : EPOCH 3 - PROGRESS: at 17.05% examples, 730320 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:56,522 : INFO : EPOCH 3 - PROGRESS: at 17.38% examples, 730228 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:57,524 : INFO : EPOCH 3 - PROGRESS: at 17.71% examples, 730418 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:58,524 : INFO : EPOCH 3 - PROGRESS: at 18.06% examples, 730543 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:35:59,528 : INFO : EPOCH 3 - PROGRESS: at 18.43% examples, 730281 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:36:00,534 : INFO : EPOCH 3 - PROGRESS: at 18.79% examples, 730351 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:01,545 : INFO : EPOCH 3 - PROGRESS: at 19.14% examples, 730333 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:02,550 : INFO : EPOCH 3 - PROGRESS: at 19.49% examples, 730387 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:03,557 : INFO : EPOCH 3 - PROGRESS: at 19.84% examples, 730500 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:04,565 : INFO : EPOCH 3 - PROGRESS: at 20.20% examples, 730508 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:05,566 : INFO : EPOCH 3 - PROGRESS: at 20.56% examples, 730577 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:06,588 : INFO : EPOCH 3 - PROGRESS: at 20.93% examples, 730236 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:07,591 : INFO : EPOCH 3 - PROGRESS: at 21.28% examples, 730534 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:08,595 : INFO : EPOCH 3 - PROGRESS: at 21.64% examples, 730627 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:36:09,609 : INFO : EPOCH 3 - PROGRESS: at 21.98% examples, 730553 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:10,619 : INFO : EPOCH 3 - PROGRESS: at 22.34% examples, 730709 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:11,620 : INFO : EPOCH 3 - PROGRESS: at 22.72% examples, 730471 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:12,623 : INFO : EPOCH 3 - PROGRESS: at 23.08% examples, 730505 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:13,629 : INFO : EPOCH 3 - PROGRESS: at 23.43% examples, 730511 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:14,637 : INFO : EPOCH 3 - PROGRESS: at 23.81% examples, 730459 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:15,645 : INFO : EPOCH 3 - PROGRESS: at 24.18% examples, 730392 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:16,670 : INFO : EPOCH 3 - PROGRESS: at 24.56% examples, 730318 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:17,673 : INFO : EPOCH 3 - PROGRESS: at 24.92% examples, 730417 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:18,679 : INFO : EPOCH 3 - PROGRESS: at 25.29% examples, 730513 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:19,684 : INFO : EPOCH 3 - PROGRESS: at 25.64% examples, 730372 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:20,696 : INFO : EPOCH 3 - PROGRESS: at 26.00% examples, 730421 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:21,697 : INFO : EPOCH 3 - PROGRESS: at 26.37% examples, 730533 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:22,709 : INFO : EPOCH 3 - PROGRESS: at 26.73% examples, 730571 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:23,715 : INFO : EPOCH 3 - PROGRESS: at 27.08% examples, 730475 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:24,727 : INFO : EPOCH 3 - PROGRESS: at 27.46% examples, 730547 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:36:25,729 : INFO : EPOCH 3 - PROGRESS: at 27.81% examples, 730393 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:26,729 : INFO : EPOCH 3 - PROGRESS: at 28.19% examples, 730324 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:27,741 : INFO : EPOCH 3 - PROGRESS: at 28.56% examples, 730114 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:28,751 : INFO : EPOCH 3 - PROGRESS: at 28.94% examples, 730235 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:29,757 : INFO : EPOCH 3 - PROGRESS: at 29.28% examples, 730304 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:30,776 : INFO : EPOCH 3 - PROGRESS: at 29.65% examples, 730380 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:31,787 : INFO : EPOCH 3 - PROGRESS: at 30.03% examples, 730302 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:32,792 : INFO : EPOCH 3 - PROGRESS: at 30.39% examples, 730493 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:33,808 : INFO : EPOCH 3 - PROGRESS: at 30.77% examples, 730422 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:34,816 : INFO : EPOCH 3 - PROGRESS: at 31.12% examples, 730426 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:35,831 : INFO : EPOCH 3 - PROGRESS: at 31.50% examples, 730534 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:36,836 : INFO : EPOCH 3 - PROGRESS: at 31.87% examples, 730447 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:37,849 : INFO : EPOCH 3 - PROGRESS: at 32.22% examples, 730447 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:38,857 : INFO : EPOCH 3 - PROGRESS: at 32.59% examples, 730540 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:39,868 : INFO : EPOCH 3 - PROGRESS: at 32.95% examples, 730465 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:40,869 : INFO : EPOCH 3 - PROGRESS: at 33.30% examples, 730602 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:41,875 : INFO : EPOCH 3 - PROGRESS: at 33.66% examples, 730464 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:36:42,884 : INFO : EPOCH 3 - PROGRESS: at 34.02% examples, 730459 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:43,894 : INFO : EPOCH 3 - PROGRESS: at 34.40% examples, 730513 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:44,894 : INFO : EPOCH 3 - PROGRESS: at 34.76% examples, 730479 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:45,906 : INFO : EPOCH 3 - PROGRESS: at 35.12% examples, 730458 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:46,909 : INFO : EPOCH 3 - PROGRESS: at 35.50% examples, 730509 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:47,923 : INFO : EPOCH 3 - PROGRESS: at 35.86% examples, 730471 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:48,935 : INFO : EPOCH 3 - PROGRESS: at 36.22% examples, 730446 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:49,940 : INFO : EPOCH 3 - PROGRESS: at 36.56% examples, 730459 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:50,943 : INFO : EPOCH 3 - PROGRESS: at 36.89% examples, 730492 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:51,949 : INFO : EPOCH 3 - PROGRESS: at 37.24% examples, 730625 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:52,952 : INFO : EPOCH 3 - PROGRESS: at 37.59% examples, 730683 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:53,968 : INFO : EPOCH 3 - PROGRESS: at 37.94% examples, 730718 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:54,977 : INFO : EPOCH 3 - PROGRESS: at 38.31% examples, 730730 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:55,987 : INFO : EPOCH 3 - PROGRESS: at 38.69% examples, 730790 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:56,990 : INFO : EPOCH 3 - PROGRESS: at 39.08% examples, 730783 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:57,999 : INFO : EPOCH 3 - PROGRESS: at 39.42% examples, 730801 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:36:59,007 : INFO : EPOCH 3 - PROGRESS: at 39.77% examples, 730645 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:00,029 : INFO : EPOCH 3 - PROGRESS: at 40.14% examples, 730269 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:01,045 : INFO : EPOCH 3 - PROGRESS: at 40.49% examples, 729976 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:02,069 : INFO : EPOCH 3 - PROGRESS: at 40.84% examples, 729670 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:03,070 : INFO : EPOCH 3 - PROGRESS: at 41.14% examples, 728504 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:04,081 : INFO : EPOCH 3 - PROGRESS: at 41.45% examples, 728078 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:05,081 : INFO : EPOCH 3 - PROGRESS: at 41.83% examples, 728064 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:06,103 : INFO : EPOCH 3 - PROGRESS: at 42.18% examples, 728119 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:07,117 : INFO : EPOCH 3 - PROGRESS: at 42.55% examples, 728105 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:08,119 : INFO : EPOCH 3 - PROGRESS: at 42.88% examples, 728257 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:09,126 : INFO : EPOCH 3 - PROGRESS: at 43.23% examples, 728169 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:10,134 : INFO : EPOCH 3 - PROGRESS: at 43.60% examples, 728261 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:11,145 : INFO : EPOCH 3 - PROGRESS: at 43.96% examples, 728323 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:12,162 : INFO : EPOCH 3 - PROGRESS: at 44.34% examples, 728347 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:13,167 : INFO : EPOCH 3 - PROGRESS: at 44.70% examples, 728459 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:14,170 : INFO : EPOCH 3 - PROGRESS: at 45.03% examples, 728478 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:15,174 : INFO : EPOCH 3 - PROGRESS: at 45.39% examples, 728540 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:37:16,187 : INFO : EPOCH 3 - PROGRESS: at 45.74% examples, 728561 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:17,191 : INFO : EPOCH 3 - PROGRESS: at 46.10% examples, 728561 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:18,195 : INFO : EPOCH 3 - PROGRESS: at 46.44% examples, 728676 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:19,217 : INFO : EPOCH 3 - PROGRESS: at 46.82% examples, 728606 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:20,228 : INFO : EPOCH 3 - PROGRESS: at 47.17% examples, 728592 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:21,234 : INFO : EPOCH 3 - PROGRESS: at 47.56% examples, 728694 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:22,253 : INFO : EPOCH 3 - PROGRESS: at 47.94% examples, 728656 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:23,257 : INFO : EPOCH 3 - PROGRESS: at 48.31% examples, 728674 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:24,268 : INFO : EPOCH 3 - PROGRESS: at 48.67% examples, 728612 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:25,290 : INFO : EPOCH 3 - PROGRESS: at 48.99% examples, 728682 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:26,297 : INFO : EPOCH 3 - PROGRESS: at 49.32% examples, 728742 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:27,304 : INFO : EPOCH 3 - PROGRESS: at 49.68% examples, 728783 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:28,304 : INFO : EPOCH 3 - PROGRESS: at 50.03% examples, 728821 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:29,315 : INFO : EPOCH 3 - PROGRESS: at 50.36% examples, 728816 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:30,324 : INFO : EPOCH 3 - PROGRESS: at 50.75% examples, 728827 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:37:31,327 : INFO : EPOCH 3 - PROGRESS: at 51.09% examples, 728915 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:32,330 : INFO : EPOCH 3 - PROGRESS: at 51.44% examples, 728976 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:33,343 : INFO : EPOCH 3 - PROGRESS: at 51.79% examples, 728964 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:34,354 : INFO : EPOCH 3 - PROGRESS: at 52.14% examples, 728994 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:35,362 : INFO : EPOCH 3 - PROGRESS: at 52.49% examples, 728969 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:36,363 : INFO : EPOCH 3 - PROGRESS: at 52.85% examples, 729056 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:37,373 : INFO : EPOCH 3 - PROGRESS: at 53.20% examples, 729014 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:37:38,387 : INFO : EPOCH 3 - PROGRESS: at 53.57% examples, 729017 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:39,395 : INFO : EPOCH 3 - PROGRESS: at 53.89% examples, 729042 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:40,396 : INFO : EPOCH 3 - PROGRESS: at 54.23% examples, 729035 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:41,402 : INFO : EPOCH 3 - PROGRESS: at 54.60% examples, 728991 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:42,420 : INFO : EPOCH 3 - PROGRESS: at 54.96% examples, 729022 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:37:43,422 : INFO : EPOCH 3 - PROGRESS: at 55.30% examples, 729036 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:44,432 : INFO : EPOCH 3 - PROGRESS: at 55.66% examples, 729093 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:45,440 : INFO : EPOCH 3 - PROGRESS: at 56.03% examples, 729163 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:46,446 : INFO : EPOCH 3 - PROGRESS: at 56.39% examples, 729151 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:47,455 : INFO : EPOCH 3 - PROGRESS: at 56.74% examples, 729139 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:48,457 : INFO : EPOCH 3 - PROGRESS: at 57.11% examples, 729135 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:49,471 : INFO : EPOCH 3 - PROGRESS: at 57.45% examples, 729088 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:50,491 : INFO : EPOCH 3 - PROGRESS: at 57.82% examples, 729080 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:51,494 : INFO : EPOCH 3 - PROGRESS: at 58.19% examples, 729031 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:52,509 : INFO : EPOCH 3 - PROGRESS: at 58.55% examples, 729024 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:53,521 : INFO : EPOCH 3 - PROGRESS: at 58.88% examples, 729005 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:54,528 : INFO : EPOCH 3 - PROGRESS: at 59.24% examples, 729022 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:55,528 : INFO : EPOCH 3 - PROGRESS: at 59.63% examples, 728966 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:56,540 : INFO : EPOCH 3 - PROGRESS: at 60.00% examples, 728906 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:57,551 : INFO : EPOCH 3 - PROGRESS: at 60.35% examples, 728987 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:58,555 : INFO : EPOCH 3 - PROGRESS: at 60.70% examples, 729020 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:37:59,557 : INFO : EPOCH 3 - PROGRESS: at 61.08% examples, 729083 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:00,564 : INFO : EPOCH 3 - PROGRESS: at 61.43% examples, 729041 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:01,570 : INFO : EPOCH 3 - PROGRESS: at 61.78% examples, 729094 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:02,572 : INFO : EPOCH 3 - PROGRESS: at 62.15% examples, 729064 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:03,578 : INFO : EPOCH 3 - PROGRESS: at 62.50% examples, 729066 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:04,582 : INFO : EPOCH 3 - PROGRESS: at 62.85% examples, 729129 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:05,586 : INFO : EPOCH 3 - PROGRESS: at 63.23% examples, 729062 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:06,587 : INFO : EPOCH 3 - PROGRESS: at 63.59% examples, 729110 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:07,599 : INFO : EPOCH 3 - PROGRESS: at 63.93% examples, 729135 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:38:08,613 : INFO : EPOCH 3 - PROGRESS: at 64.28% examples, 729159 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:09,622 : INFO : EPOCH 3 - PROGRESS: at 64.62% examples, 729167 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:10,634 : INFO : EPOCH 3 - PROGRESS: at 64.96% examples, 729164 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:11,636 : INFO : EPOCH 3 - PROGRESS: at 65.32% examples, 729166 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:12,639 : INFO : EPOCH 3 - PROGRESS: at 65.67% examples, 729201 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:13,649 : INFO : EPOCH 3 - PROGRESS: at 66.02% examples, 729216 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:14,658 : INFO : EPOCH 3 - PROGRESS: at 66.36% examples, 729222 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:15,660 : INFO : EPOCH 3 - PROGRESS: at 66.73% examples, 729279 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:16,671 : INFO : EPOCH 3 - PROGRESS: at 67.09% examples, 729276 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:38:17,675 : INFO : EPOCH 3 - PROGRESS: at 67.43% examples, 729314 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:18,690 : INFO : EPOCH 3 - PROGRESS: at 67.80% examples, 729268 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:38:19,693 : INFO : EPOCH 3 - PROGRESS: at 68.15% examples, 729274 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:20,698 : INFO : EPOCH 3 - PROGRESS: at 68.49% examples, 729349 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:21,707 : INFO : EPOCH 3 - PROGRESS: at 68.84% examples, 729331 words/s, in_qsize 7, out_qsize 1
2020-07-24 10:38:22,709 : INFO : EPOCH 3 - PROGRESS: at 69.18% examples, 729387 words/s, in_qsize 8, out_qsize 1
2020-07-24 10:38:23,713 : INFO : EPOCH 3 - PROGRESS: at 69.54% examples, 729409 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:24,717 : INFO : EPOCH 3 - PROGRESS: at 69.91% examples, 729407 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:25,732 : INFO : EPOCH 3 - PROGRESS: at 70.28% examples, 729367 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:26,736 : INFO : EPOCH 3 - PROGRESS: at 70.63% examples, 729409 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:27,751 : INFO : EPOCH 3 - PROGRESS: at 70.99% examples, 729366 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:28,754 : INFO : EPOCH 3 - PROGRESS: at 71.37% examples, 729381 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:29,757 : INFO : EPOCH 3 - PROGRESS: at 71.72% examples, 729420 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:30,762 : INFO : EPOCH 3 - PROGRESS: at 72.07% examples, 729451 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:31,780 : INFO : EPOCH 3 - PROGRESS: at 72.40% examples, 729449 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:32,794 : INFO : EPOCH 3 - PROGRESS: at 72.77% examples, 729407 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:33,805 : INFO : EPOCH 3 - PROGRESS: at 73.11% examples, 729421 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:38:34,806 : INFO : EPOCH 3 - PROGRESS: at 73.45% examples, 729470 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:35,813 : INFO : EPOCH 3 - PROGRESS: at 73.81% examples, 729496 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:38:36,814 : INFO : EPOCH 3 - PROGRESS: at 74.17% examples, 729512 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:37,818 : INFO : EPOCH 3 - PROGRESS: at 74.54% examples, 729475 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:38,832 : INFO : EPOCH 3 - PROGRESS: at 74.89% examples, 729461 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:39,835 : INFO : EPOCH 3 - PROGRESS: at 75.25% examples, 729477 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:40,847 : INFO : EPOCH 3 - PROGRESS: at 75.63% examples, 729416 words/s, in_qsize 8, out_qsize 1
2020-07-24 10:38:41,854 : INFO : EPOCH 3 - PROGRESS: at 75.97% examples, 729497 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:42,863 : INFO : EPOCH 3 - PROGRESS: at 76.32% examples, 729563 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:43,878 : INFO : EPOCH 3 - PROGRESS: at 76.67% examples, 729541 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:44,878 : INFO : EPOCH 3 - PROGRESS: at 77.02% examples, 729587 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:45,882 : INFO : EPOCH 3 - PROGRESS: at 77.39% examples, 729586 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:46,895 : INFO : EPOCH 3 - PROGRESS: at 77.73% examples, 729588 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:47,900 : INFO : EPOCH 3 - PROGRESS: at 78.07% examples, 729631 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:48,907 : INFO : EPOCH 3 - PROGRESS: at 78.41% examples, 729656 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:49,919 : INFO : EPOCH 3 - PROGRESS: at 78.75% examples, 729711 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:50,932 : INFO : EPOCH 3 - PROGRESS: at 79.10% examples, 729738 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:51,937 : INFO : EPOCH 3 - PROGRESS: at 79.46% examples, 729695 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:52,946 : INFO : EPOCH 3 - PROGRESS: at 79.83% examples, 729698 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:53,959 : INFO : EPOCH 3 - PROGRESS: at 80.20% examples, 729671 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:54,969 : INFO : EPOCH 3 - PROGRESS: at 80.52% examples, 729702 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:55,979 : INFO : EPOCH 3 - PROGRESS: at 80.86% examples, 729762 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:56,982 : INFO : EPOCH 3 - PROGRESS: at 81.22% examples, 729815 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:57,986 : INFO : EPOCH 3 - PROGRESS: at 81.55% examples, 729803 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:38:58,998 : INFO : EPOCH 3 - PROGRESS: at 81.93% examples, 729821 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:00,010 : INFO : EPOCH 3 - PROGRESS: at 82.30% examples, 729806 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:39:01,014 : INFO : EPOCH 3 - PROGRESS: at 82.65% examples, 729772 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:02,018 : INFO : EPOCH 3 - PROGRESS: at 83.00% examples, 729748 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:03,021 : INFO : EPOCH 3 - PROGRESS: at 83.34% examples, 729764 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:04,022 : INFO : EPOCH 3 - PROGRESS: at 83.71% examples, 729800 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:39:05,022 : INFO : EPOCH 3 - PROGRESS: at 84.07% examples, 729813 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:06,030 : INFO : EPOCH 3 - PROGRESS: at 84.41% examples, 729786 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:07,036 : INFO : EPOCH 3 - PROGRESS: at 84.76% examples, 729794 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:08,039 : INFO : EPOCH 3 - PROGRESS: at 85.11% examples, 729800 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:09,042 : INFO : EPOCH 3 - PROGRESS: at 85.46% examples, 729804 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:39:10,058 : INFO : EPOCH 3 - PROGRESS: at 85.79% examples, 729785 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:11,060 : INFO : EPOCH 3 - PROGRESS: at 86.15% examples, 729798 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:12,066 : INFO : EPOCH 3 - PROGRESS: at 86.51% examples, 729797 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:39:13,074 : INFO : EPOCH 3 - PROGRESS: at 86.86% examples, 729792 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:14,078 : INFO : EPOCH 3 - PROGRESS: at 87.19% examples, 729823 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:15,083 : INFO : EPOCH 3 - PROGRESS: at 87.55% examples, 729810 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:16,101 : INFO : EPOCH 3 - PROGRESS: at 87.91% examples, 729812 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:17,105 : INFO : EPOCH 3 - PROGRESS: at 88.29% examples, 729771 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:18,122 : INFO : EPOCH 3 - PROGRESS: at 88.66% examples, 729767 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:19,123 : INFO : EPOCH 3 - PROGRESS: at 89.00% examples, 729768 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:20,125 : INFO : EPOCH 3 - PROGRESS: at 89.39% examples, 729764 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:39:21,125 : INFO : EPOCH 3 - PROGRESS: at 89.76% examples, 729719 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:22,137 : INFO : EPOCH 3 - PROGRESS: at 90.12% examples, 729731 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:23,155 : INFO : EPOCH 3 - PROGRESS: at 90.47% examples, 729727 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:24,160 : INFO : EPOCH 3 - PROGRESS: at 90.81% examples, 729740 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:25,178 : INFO : EPOCH 3 - PROGRESS: at 91.17% examples, 729729 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:26,185 : INFO : EPOCH 3 - PROGRESS: at 91.56% examples, 729748 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:27,189 : INFO : EPOCH 3 - PROGRESS: at 91.91% examples, 729743 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:28,190 : INFO : EPOCH 3 - PROGRESS: at 92.27% examples, 729763 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:29,201 : INFO : EPOCH 3 - PROGRESS: at 92.60% examples, 729784 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:30,209 : INFO : EPOCH 3 - PROGRESS: at 92.94% examples, 729804 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:39:31,222 : INFO : EPOCH 3 - PROGRESS: at 93.28% examples, 729782 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:32,225 : INFO : EPOCH 3 - PROGRESS: at 93.62% examples, 729774 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:39:33,227 : INFO : EPOCH 3 - PROGRESS: at 94.00% examples, 729824 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:34,236 : INFO : EPOCH 3 - PROGRESS: at 94.33% examples, 729798 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:35,258 : INFO : EPOCH 3 - PROGRESS: at 94.67% examples, 729802 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:36,275 : INFO : EPOCH 3 - PROGRESS: at 95.04% examples, 729787 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:37,289 : INFO : EPOCH 3 - PROGRESS: at 95.40% examples, 729810 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:38,291 : INFO : EPOCH 3 - PROGRESS: at 95.76% examples, 729845 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:39,294 : INFO : EPOCH 3 - PROGRESS: at 96.09% examples, 729758 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:40,296 : INFO : EPOCH 3 - PROGRESS: at 96.42% examples, 729656 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:41,301 : INFO : EPOCH 3 - PROGRESS: at 96.75% examples, 729567 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:39:42,309 : INFO : EPOCH 3 - PROGRESS: at 97.09% examples, 729392 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:43,332 : INFO : EPOCH 3 - PROGRESS: at 97.36% examples, 728910 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:44,351 : INFO : EPOCH 3 - PROGRESS: at 97.70% examples, 728877 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:45,368 : INFO : EPOCH 3 - PROGRESS: at 98.08% examples, 728880 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:46,368 : INFO : EPOCH 3 - PROGRESS: at 98.44% examples, 728947 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:47,373 : INFO : EPOCH 3 - PROGRESS: at 98.79% examples, 728957 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:48,375 : INFO : EPOCH 3 - PROGRESS: at 99.15% examples, 728953 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:49,394 : INFO : EPOCH 3 - PROGRESS: at 99.51% examples, 728941 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:50,398 : INFO : EPOCH 3 - PROGRESS: at 99.88% examples, 728940 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:50,691 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 10:39:50,704 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 10:39:50,705 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 10:39:50,705 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 10:39:50,706 : INFO : EPOCH - 3 : training on 265921901 raw words (206700847 effective words) took 283.5s, 728999 effective words/s
2020-07-24 10:39:51,733 : INFO : EPOCH 4 - PROGRESS: at 0.36% examples, 699216 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:52,737 : INFO : EPOCH 4 - PROGRESS: at 0.70% examples, 719402 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:53,748 : INFO : EPOCH 4 - PROGRESS: at 1.06% examples, 719395 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:54,754 : INFO : EPOCH 4 - PROGRESS: at 1.41% examples, 721876 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:55,767 : INFO : EPOCH 4 - PROGRESS: at 1.76% examples, 722734 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:56,777 : INFO : EPOCH 4 - PROGRESS: at 2.11% examples, 723140 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:39:57,778 : INFO : EPOCH 4 - PROGRESS: at 2.48% examples, 723836 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:58,800 : INFO : EPOCH 4 - PROGRESS: at 2.85% examples, 723146 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:39:59,808 : INFO : EPOCH 4 - PROGRESS: at 3.21% examples, 723599 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:00,809 : INFO : EPOCH 4 - PROGRESS: at 3.54% examples, 723233 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:01,816 : INFO : EPOCH 4 - PROGRESS: at 3.90% examples, 723892 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:02,832 : INFO : EPOCH 4 - PROGRESS: at 4.24% examples, 724277 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:03,835 : INFO : EPOCH 4 - PROGRESS: at 4.58% examples, 724738 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:04,841 : INFO : EPOCH 4 - PROGRESS: at 4.93% examples, 724466 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:05,843 : INFO : EPOCH 4 - PROGRESS: at 5.29% examples, 724177 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:06,846 : INFO : EPOCH 4 - PROGRESS: at 5.62% examples, 723738 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:07,847 : INFO : EPOCH 4 - PROGRESS: at 5.98% examples, 724082 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:08,855 : INFO : EPOCH 4 - PROGRESS: at 6.35% examples, 723175 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:09,873 : INFO : EPOCH 4 - PROGRESS: at 6.68% examples, 723203 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:10,874 : INFO : EPOCH 4 - PROGRESS: at 7.02% examples, 723857 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:11,875 : INFO : EPOCH 4 - PROGRESS: at 7.37% examples, 724300 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:12,884 : INFO : EPOCH 4 - PROGRESS: at 7.71% examples, 724443 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:13,894 : INFO : EPOCH 4 - PROGRESS: at 8.07% examples, 724291 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:14,902 : INFO : EPOCH 4 - PROGRESS: at 8.42% examples, 724346 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:15,903 : INFO : EPOCH 4 - PROGRESS: at 8.79% examples, 724475 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:16,904 : INFO : EPOCH 4 - PROGRESS: at 9.15% examples, 724250 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:17,916 : INFO : EPOCH 4 - PROGRESS: at 9.50% examples, 724116 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:40:18,917 : INFO : EPOCH 4 - PROGRESS: at 9.85% examples, 724175 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:19,918 : INFO : EPOCH 4 - PROGRESS: at 10.19% examples, 724010 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:20,926 : INFO : EPOCH 4 - PROGRESS: at 10.53% examples, 724405 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:21,933 : INFO : EPOCH 4 - PROGRESS: at 10.88% examples, 724542 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:22,936 : INFO : EPOCH 4 - PROGRESS: at 11.26% examples, 724396 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:23,937 : INFO : EPOCH 4 - PROGRESS: at 11.59% examples, 723905 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:24,940 : INFO : EPOCH 4 - PROGRESS: at 11.95% examples, 723652 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:40:25,948 : INFO : EPOCH 4 - PROGRESS: at 12.32% examples, 723637 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:26,951 : INFO : EPOCH 4 - PROGRESS: at 12.67% examples, 723856 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:27,956 : INFO : EPOCH 4 - PROGRESS: at 13.02% examples, 724133 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:28,962 : INFO : EPOCH 4 - PROGRESS: at 13.37% examples, 723730 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:29,994 : INFO : EPOCH 4 - PROGRESS: at 13.72% examples, 723692 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:31,005 : INFO : EPOCH 4 - PROGRESS: at 14.08% examples, 723671 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:32,014 : INFO : EPOCH 4 - PROGRESS: at 14.41% examples, 723847 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:33,028 : INFO : EPOCH 4 - PROGRESS: at 14.77% examples, 723976 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:34,038 : INFO : EPOCH 4 - PROGRESS: at 15.14% examples, 723676 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:35,047 : INFO : EPOCH 4 - PROGRESS: at 15.48% examples, 723990 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:36,048 : INFO : EPOCH 4 - PROGRESS: at 15.84% examples, 724004 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:37,050 : INFO : EPOCH 4 - PROGRESS: at 16.19% examples, 724327 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:38,052 : INFO : EPOCH 4 - PROGRESS: at 16.54% examples, 724287 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:39,060 : INFO : EPOCH 4 - PROGRESS: at 16.92% examples, 724275 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:40,064 : INFO : EPOCH 4 - PROGRESS: at 17.25% examples, 724444 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:41,069 : INFO : EPOCH 4 - PROGRESS: at 17.57% examples, 724660 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:42,074 : INFO : EPOCH 4 - PROGRESS: at 17.93% examples, 724636 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:43,087 : INFO : EPOCH 4 - PROGRESS: at 18.29% examples, 724461 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:44,089 : INFO : EPOCH 4 - PROGRESS: at 18.65% examples, 724565 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:45,099 : INFO : EPOCH 4 - PROGRESS: at 19.01% examples, 724748 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:46,106 : INFO : EPOCH 4 - PROGRESS: at 19.35% examples, 724781 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:47,121 : INFO : EPOCH 4 - PROGRESS: at 19.69% examples, 724774 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:48,127 : INFO : EPOCH 4 - PROGRESS: at 20.04% examples, 724873 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:49,129 : INFO : EPOCH 4 - PROGRESS: at 20.40% examples, 725063 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:50,140 : INFO : EPOCH 4 - PROGRESS: at 20.77% examples, 724873 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:51,146 : INFO : EPOCH 4 - PROGRESS: at 21.13% examples, 724932 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:52,153 : INFO : EPOCH 4 - PROGRESS: at 21.47% examples, 724760 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:53,162 : INFO : EPOCH 4 - PROGRESS: at 21.84% examples, 724946 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:54,162 : INFO : EPOCH 4 - PROGRESS: at 22.18% examples, 725003 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:55,169 : INFO : EPOCH 4 - PROGRESS: at 22.54% examples, 724960 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:56,188 : INFO : EPOCH 4 - PROGRESS: at 22.90% examples, 724837 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:57,204 : INFO : EPOCH 4 - PROGRESS: at 23.26% examples, 724966 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:40:58,205 : INFO : EPOCH 4 - PROGRESS: at 23.63% examples, 724886 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:40:59,211 : INFO : EPOCH 4 - PROGRESS: at 23.99% examples, 724829 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:00,213 : INFO : EPOCH 4 - PROGRESS: at 24.37% examples, 724695 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:01,222 : INFO : EPOCH 4 - PROGRESS: at 24.72% examples, 724801 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:02,225 : INFO : EPOCH 4 - PROGRESS: at 25.09% examples, 724785 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:03,250 : INFO : EPOCH 4 - PROGRESS: at 25.44% examples, 724601 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:04,259 : INFO : EPOCH 4 - PROGRESS: at 25.80% examples, 724713 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:05,265 : INFO : EPOCH 4 - PROGRESS: at 26.16% examples, 724704 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:41:06,277 : INFO : EPOCH 4 - PROGRESS: at 26.53% examples, 724694 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:41:07,291 : INFO : EPOCH 4 - PROGRESS: at 26.88% examples, 724748 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:08,291 : INFO : EPOCH 4 - PROGRESS: at 27.24% examples, 724736 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:09,314 : INFO : EPOCH 4 - PROGRESS: at 27.61% examples, 724576 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:10,318 : INFO : EPOCH 4 - PROGRESS: at 27.97% examples, 724698 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:11,327 : INFO : EPOCH 4 - PROGRESS: at 28.36% examples, 724558 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:12,330 : INFO : EPOCH 4 - PROGRESS: at 28.72% examples, 724610 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:13,334 : INFO : EPOCH 4 - PROGRESS: at 29.07% examples, 724650 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:14,350 : INFO : EPOCH 4 - PROGRESS: at 29.43% examples, 724741 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:15,353 : INFO : EPOCH 4 - PROGRESS: at 29.80% examples, 724787 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:16,354 : INFO : EPOCH 4 - PROGRESS: at 30.18% examples, 724812 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:41:17,365 : INFO : EPOCH 4 - PROGRESS: at 30.52% examples, 724941 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:18,366 : INFO : EPOCH 4 - PROGRESS: at 30.89% examples, 725025 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:41:19,366 : INFO : EPOCH 4 - PROGRESS: at 31.26% examples, 724944 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:20,374 : INFO : EPOCH 4 - PROGRESS: at 31.61% examples, 724855 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:21,379 : INFO : EPOCH 4 - PROGRESS: at 31.97% examples, 724841 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:22,385 : INFO : EPOCH 4 - PROGRESS: at 32.33% examples, 724822 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:41:23,393 : INFO : EPOCH 4 - PROGRESS: at 32.69% examples, 724866 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:24,405 : INFO : EPOCH 4 - PROGRESS: at 33.05% examples, 724855 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:25,405 : INFO : EPOCH 4 - PROGRESS: at 33.39% examples, 724829 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:26,406 : INFO : EPOCH 4 - PROGRESS: at 33.76% examples, 724913 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:27,412 : INFO : EPOCH 4 - PROGRESS: at 34.10% examples, 724824 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:28,413 : INFO : EPOCH 4 - PROGRESS: at 34.49% examples, 724791 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:41:29,413 : INFO : EPOCH 4 - PROGRESS: at 34.84% examples, 724812 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:30,415 : INFO : EPOCH 4 - PROGRESS: at 35.20% examples, 724809 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:31,428 : INFO : EPOCH 4 - PROGRESS: at 35.57% examples, 724788 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:32,436 : INFO : EPOCH 4 - PROGRESS: at 35.92% examples, 724630 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:33,442 : INFO : EPOCH 4 - PROGRESS: at 36.24% examples, 723913 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:34,444 : INFO : EPOCH 4 - PROGRESS: at 36.54% examples, 723397 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:41:35,446 : INFO : EPOCH 4 - PROGRESS: at 36.85% examples, 722850 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:36,453 : INFO : EPOCH 4 - PROGRESS: at 37.16% examples, 722332 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:37,464 : INFO : EPOCH 4 - PROGRESS: at 37.47% examples, 721847 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:38,474 : INFO : EPOCH 4 - PROGRESS: at 37.79% examples, 721264 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:39,475 : INFO : EPOCH 4 - PROGRESS: at 38.12% examples, 720632 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:40,476 : INFO : EPOCH 4 - PROGRESS: at 38.45% examples, 720186 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:41,483 : INFO : EPOCH 4 - PROGRESS: at 38.80% examples, 719554 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:42,490 : INFO : EPOCH 4 - PROGRESS: at 39.13% examples, 718949 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:43,493 : INFO : EPOCH 4 - PROGRESS: at 39.43% examples, 718532 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:41:44,497 : INFO : EPOCH 4 - PROGRESS: at 39.76% examples, 717936 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:45,499 : INFO : EPOCH 4 - PROGRESS: at 40.11% examples, 717445 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:46,502 : INFO : EPOCH 4 - PROGRESS: at 40.43% examples, 716844 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:47,511 : INFO : EPOCH 4 - PROGRESS: at 40.75% examples, 716383 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:41:48,514 : INFO : EPOCH 4 - PROGRESS: at 41.09% examples, 715897 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:49,521 : INFO : EPOCH 4 - PROGRESS: at 41.40% examples, 715422 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:41:50,522 : INFO : EPOCH 4 - PROGRESS: at 41.73% examples, 715049 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:51,530 : INFO : EPOCH 4 - PROGRESS: at 42.06% examples, 714650 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:52,547 : INFO : EPOCH 4 - PROGRESS: at 42.38% examples, 714107 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:53,550 : INFO : EPOCH 4 - PROGRESS: at 42.70% examples, 713640 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:54,550 : INFO : EPOCH 4 - PROGRESS: at 43.00% examples, 713240 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:55,557 : INFO : EPOCH 4 - PROGRESS: at 43.32% examples, 712866 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:56,566 : INFO : EPOCH 4 - PROGRESS: at 43.65% examples, 712474 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:57,570 : INFO : EPOCH 4 - PROGRESS: at 43.99% examples, 712080 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:58,574 : INFO : EPOCH 4 - PROGRESS: at 44.32% examples, 711561 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:41:59,576 : INFO : EPOCH 4 - PROGRESS: at 44.63% examples, 711257 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:00,593 : INFO : EPOCH 4 - PROGRESS: at 44.93% examples, 710823 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:01,595 : INFO : EPOCH 4 - PROGRESS: at 45.27% examples, 710411 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:02,607 : INFO : EPOCH 4 - PROGRESS: at 45.57% examples, 710000 words/s, in_qsize 7, out_qsize 1
2020-07-24 10:42:03,614 : INFO : EPOCH 4 - PROGRESS: at 45.89% examples, 709657 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:04,615 : INFO : EPOCH 4 - PROGRESS: at 46.22% examples, 709273 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:05,622 : INFO : EPOCH 4 - PROGRESS: at 46.53% examples, 708936 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:42:06,637 : INFO : EPOCH 4 - PROGRESS: at 46.86% examples, 708512 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:07,645 : INFO : EPOCH 4 - PROGRESS: at 47.18% examples, 708185 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:08,655 : INFO : EPOCH 4 - PROGRESS: at 47.53% examples, 707820 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:42:09,679 : INFO : EPOCH 4 - PROGRESS: at 47.87% examples, 707434 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:10,693 : INFO : EPOCH 4 - PROGRESS: at 48.21% examples, 706998 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:11,696 : INFO : EPOCH 4 - PROGRESS: at 48.53% examples, 706685 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:12,700 : INFO : EPOCH 4 - PROGRESS: at 48.82% examples, 706450 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:13,701 : INFO : EPOCH 4 - PROGRESS: at 49.13% examples, 706065 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:14,703 : INFO : EPOCH 4 - PROGRESS: at 49.44% examples, 705732 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:15,708 : INFO : EPOCH 4 - PROGRESS: at 49.76% examples, 705409 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:16,721 : INFO : EPOCH 4 - PROGRESS: at 50.06% examples, 705130 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:17,729 : INFO : EPOCH 4 - PROGRESS: at 50.38% examples, 704852 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:18,740 : INFO : EPOCH 4 - PROGRESS: at 50.73% examples, 704534 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:19,741 : INFO : EPOCH 4 - PROGRESS: at 51.02% examples, 703988 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:20,751 : INFO : EPOCH 4 - PROGRESS: at 51.32% examples, 703388 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:21,752 : INFO : EPOCH 4 - PROGRESS: at 51.61% examples, 702958 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:42:22,754 : INFO : EPOCH 4 - PROGRESS: at 51.88% examples, 702047 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:23,770 : INFO : EPOCH 4 - PROGRESS: at 52.17% examples, 701442 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:24,772 : INFO : EPOCH 4 - PROGRESS: at 52.53% examples, 701590 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:25,775 : INFO : EPOCH 4 - PROGRESS: at 52.88% examples, 701754 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:26,788 : INFO : EPOCH 4 - PROGRESS: at 53.22% examples, 701894 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:27,799 : INFO : EPOCH 4 - PROGRESS: at 53.59% examples, 702057 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:28,811 : INFO : EPOCH 4 - PROGRESS: at 53.91% examples, 702218 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:29,815 : INFO : EPOCH 4 - PROGRESS: at 54.25% examples, 702380 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:30,828 : INFO : EPOCH 4 - PROGRESS: at 54.63% examples, 702515 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:42:31,832 : INFO : EPOCH 4 - PROGRESS: at 54.97% examples, 702694 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:32,837 : INFO : EPOCH 4 - PROGRESS: at 55.30% examples, 702805 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:33,847 : INFO : EPOCH 4 - PROGRESS: at 55.68% examples, 702971 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:34,854 : INFO : EPOCH 4 - PROGRESS: at 56.03% examples, 703078 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:35,854 : INFO : EPOCH 4 - PROGRESS: at 56.39% examples, 703249 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:36,859 : INFO : EPOCH 4 - PROGRESS: at 56.74% examples, 703339 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:37,867 : INFO : EPOCH 4 - PROGRESS: at 57.10% examples, 703412 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:38,876 : INFO : EPOCH 4 - PROGRESS: at 57.44% examples, 703557 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:39,894 : INFO : EPOCH 4 - PROGRESS: at 57.80% examples, 703662 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:40,905 : INFO : EPOCH 4 - PROGRESS: at 58.18% examples, 703762 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:41,913 : INFO : EPOCH 4 - PROGRESS: at 58.53% examples, 703897 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:42,925 : INFO : EPOCH 4 - PROGRESS: at 58.87% examples, 704073 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:43,929 : INFO : EPOCH 4 - PROGRESS: at 59.22% examples, 704107 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:44,932 : INFO : EPOCH 4 - PROGRESS: at 59.61% examples, 704182 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:45,940 : INFO : EPOCH 4 - PROGRESS: at 59.98% examples, 704329 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:46,941 : INFO : EPOCH 4 - PROGRESS: at 60.32% examples, 704492 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:47,947 : INFO : EPOCH 4 - PROGRESS: at 60.68% examples, 704605 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:48,966 : INFO : EPOCH 4 - PROGRESS: at 61.05% examples, 704701 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:42:49,976 : INFO : EPOCH 4 - PROGRESS: at 61.39% examples, 704798 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:50,978 : INFO : EPOCH 4 - PROGRESS: at 61.75% examples, 704938 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:51,991 : INFO : EPOCH 4 - PROGRESS: at 62.12% examples, 705074 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:42:53,000 : INFO : EPOCH 4 - PROGRESS: at 62.47% examples, 705229 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:54,013 : INFO : EPOCH 4 - PROGRESS: at 62.81% examples, 705302 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:42:55,025 : INFO : EPOCH 4 - PROGRESS: at 63.19% examples, 705419 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:56,030 : INFO : EPOCH 4 - PROGRESS: at 63.56% examples, 705570 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:42:57,033 : INFO : EPOCH 4 - PROGRESS: at 63.90% examples, 705692 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:58,036 : INFO : EPOCH 4 - PROGRESS: at 64.25% examples, 705806 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:42:59,047 : INFO : EPOCH 4 - PROGRESS: at 64.57% examples, 705895 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:00,048 : INFO : EPOCH 4 - PROGRESS: at 64.91% examples, 705990 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:01,050 : INFO : EPOCH 4 - PROGRESS: at 65.27% examples, 706081 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:02,053 : INFO : EPOCH 4 - PROGRESS: at 65.61% examples, 706231 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:03,056 : INFO : EPOCH 4 - PROGRESS: at 65.96% examples, 706314 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:04,059 : INFO : EPOCH 4 - PROGRESS: at 66.30% examples, 706454 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:05,074 : INFO : EPOCH 4 - PROGRESS: at 66.65% examples, 706561 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:06,074 : INFO : EPOCH 4 - PROGRESS: at 67.02% examples, 706660 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:07,084 : INFO : EPOCH 4 - PROGRESS: at 67.37% examples, 706757 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:08,084 : INFO : EPOCH 4 - PROGRESS: at 67.73% examples, 706854 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:09,086 : INFO : EPOCH 4 - PROGRESS: at 68.06% examples, 706959 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:10,099 : INFO : EPOCH 4 - PROGRESS: at 68.40% examples, 707089 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:11,105 : INFO : EPOCH 4 - PROGRESS: at 68.77% examples, 707204 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:12,106 : INFO : EPOCH 4 - PROGRESS: at 69.09% examples, 707275 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:13,114 : INFO : EPOCH 4 - PROGRESS: at 69.44% examples, 707334 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:14,121 : INFO : EPOCH 4 - PROGRESS: at 69.80% examples, 707434 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:15,121 : INFO : EPOCH 4 - PROGRESS: at 70.18% examples, 707472 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:16,143 : INFO : EPOCH 4 - PROGRESS: at 70.52% examples, 707530 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:17,151 : INFO : EPOCH 4 - PROGRESS: at 70.88% examples, 707628 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:43:18,162 : INFO : EPOCH 4 - PROGRESS: at 71.26% examples, 707731 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:19,178 : INFO : EPOCH 4 - PROGRESS: at 71.63% examples, 707785 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:20,179 : INFO : EPOCH 4 - PROGRESS: at 71.96% examples, 707908 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:21,182 : INFO : EPOCH 4 - PROGRESS: at 72.31% examples, 707980 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:22,192 : INFO : EPOCH 4 - PROGRESS: at 72.65% examples, 708094 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:23,210 : INFO : EPOCH 4 - PROGRESS: at 72.99% examples, 708176 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:24,213 : INFO : EPOCH 4 - PROGRESS: at 73.33% examples, 708308 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:25,214 : INFO : EPOCH 4 - PROGRESS: at 73.68% examples, 708424 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:26,223 : INFO : EPOCH 4 - PROGRESS: at 74.05% examples, 708438 words/s, in_qsize 8, out_qsize 1
2020-07-24 10:43:27,228 : INFO : EPOCH 4 - PROGRESS: at 74.43% examples, 708536 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:28,229 : INFO : EPOCH 4 - PROGRESS: at 74.76% examples, 708633 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:43:29,238 : INFO : EPOCH 4 - PROGRESS: at 75.12% examples, 708707 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:30,255 : INFO : EPOCH 4 - PROGRESS: at 75.50% examples, 708749 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:31,263 : INFO : EPOCH 4 - PROGRESS: at 75.84% examples, 708894 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:32,273 : INFO : EPOCH 4 - PROGRESS: at 76.21% examples, 708996 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:33,278 : INFO : EPOCH 4 - PROGRESS: at 76.54% examples, 709089 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:34,293 : INFO : EPOCH 4 - PROGRESS: at 76.91% examples, 709196 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:43:35,297 : INFO : EPOCH 4 - PROGRESS: at 77.25% examples, 709274 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:36,301 : INFO : EPOCH 4 - PROGRESS: at 77.60% examples, 709355 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:43:37,309 : INFO : EPOCH 4 - PROGRESS: at 77.94% examples, 709449 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:38,310 : INFO : EPOCH 4 - PROGRESS: at 78.28% examples, 709533 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:39,316 : INFO : EPOCH 4 - PROGRESS: at 78.60% examples, 709626 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:40,316 : INFO : EPOCH 4 - PROGRESS: at 78.96% examples, 709689 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:41,332 : INFO : EPOCH 4 - PROGRESS: at 79.29% examples, 709787 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:42,337 : INFO : EPOCH 4 - PROGRESS: at 79.66% examples, 709818 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:43:43,342 : INFO : EPOCH 4 - PROGRESS: at 80.02% examples, 709887 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:44,354 : INFO : EPOCH 4 - PROGRESS: at 80.38% examples, 709938 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:45,373 : INFO : EPOCH 4 - PROGRESS: at 80.71% examples, 710027 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:43:46,374 : INFO : EPOCH 4 - PROGRESS: at 81.05% examples, 710147 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:47,390 : INFO : EPOCH 4 - PROGRESS: at 81.37% examples, 710203 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:48,403 : INFO : EPOCH 4 - PROGRESS: at 81.75% examples, 710265 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:49,409 : INFO : EPOCH 4 - PROGRESS: at 82.11% examples, 710314 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:50,409 : INFO : EPOCH 4 - PROGRESS: at 82.45% examples, 710401 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:51,423 : INFO : EPOCH 4 - PROGRESS: at 82.83% examples, 710454 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:43:52,442 : INFO : EPOCH 4 - PROGRESS: at 83.17% examples, 710525 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:43:53,449 : INFO : EPOCH 4 - PROGRESS: at 83.52% examples, 710580 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:43:54,460 : INFO : EPOCH 4 - PROGRESS: at 83.88% examples, 710652 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:55,482 : INFO : EPOCH 4 - PROGRESS: at 84.23% examples, 710719 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:56,509 : INFO : EPOCH 4 - PROGRESS: at 84.59% examples, 710721 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:57,528 : INFO : EPOCH 4 - PROGRESS: at 84.94% examples, 710814 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:58,532 : INFO : EPOCH 4 - PROGRESS: at 85.28% examples, 710903 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:43:59,540 : INFO : EPOCH 4 - PROGRESS: at 85.63% examples, 710958 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:00,550 : INFO : EPOCH 4 - PROGRESS: at 85.97% examples, 711019 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:01,551 : INFO : EPOCH 4 - PROGRESS: at 86.32% examples, 711103 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:44:02,556 : INFO : EPOCH 4 - PROGRESS: at 86.67% examples, 711118 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:03,562 : INFO : EPOCH 4 - PROGRESS: at 87.01% examples, 711170 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:04,569 : INFO : EPOCH 4 - PROGRESS: at 87.36% examples, 711232 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:05,575 : INFO : EPOCH 4 - PROGRESS: at 87.70% examples, 711323 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:06,576 : INFO : EPOCH 4 - PROGRESS: at 88.09% examples, 711360 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:07,578 : INFO : EPOCH 4 - PROGRESS: at 88.46% examples, 711356 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:08,583 : INFO : EPOCH 4 - PROGRESS: at 88.81% examples, 711422 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:09,584 : INFO : EPOCH 4 - PROGRESS: at 89.17% examples, 711458 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:10,599 : INFO : EPOCH 4 - PROGRESS: at 89.55% examples, 711475 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:44:11,608 : INFO : EPOCH 4 - PROGRESS: at 89.92% examples, 711544 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:12,609 : INFO : EPOCH 4 - PROGRESS: at 90.27% examples, 711625 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:13,625 : INFO : EPOCH 4 - PROGRESS: at 90.61% examples, 711654 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:14,631 : INFO : EPOCH 4 - PROGRESS: at 90.96% examples, 711741 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:15,632 : INFO : EPOCH 4 - PROGRESS: at 91.32% examples, 711817 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:16,641 : INFO : EPOCH 4 - PROGRESS: at 91.70% examples, 711837 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:17,662 : INFO : EPOCH 4 - PROGRESS: at 92.05% examples, 711886 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:18,688 : INFO : EPOCH 4 - PROGRESS: at 92.40% examples, 711959 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:19,691 : INFO : EPOCH 4 - PROGRESS: at 92.74% examples, 712074 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:20,692 : INFO : EPOCH 4 - PROGRESS: at 93.07% examples, 712117 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:21,706 : INFO : EPOCH 4 - PROGRESS: at 93.42% examples, 712176 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:44:22,710 : INFO : EPOCH 4 - PROGRESS: at 93.78% examples, 712216 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:23,714 : INFO : EPOCH 4 - PROGRESS: at 94.12% examples, 712259 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:24,717 : INFO : EPOCH 4 - PROGRESS: at 94.47% examples, 712331 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:25,722 : INFO : EPOCH 4 - PROGRESS: at 94.81% examples, 712388 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:26,728 : INFO : EPOCH 4 - PROGRESS: at 95.17% examples, 712400 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:27,741 : INFO : EPOCH 4 - PROGRESS: at 95.51% examples, 712440 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:28,741 : INFO : EPOCH 4 - PROGRESS: at 95.87% examples, 712475 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:29,741 : INFO : EPOCH 4 - PROGRESS: at 96.21% examples, 712562 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:30,743 : INFO : EPOCH 4 - PROGRESS: at 96.54% examples, 712593 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:31,752 : INFO : EPOCH 4 - PROGRESS: at 96.90% examples, 712631 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:32,760 : INFO : EPOCH 4 - PROGRESS: at 97.23% examples, 712715 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:33,765 : INFO : EPOCH 4 - PROGRESS: at 97.58% examples, 712779 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:34,766 : INFO : EPOCH 4 - PROGRESS: at 97.94% examples, 712832 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:35,769 : INFO : EPOCH 4 - PROGRESS: at 98.30% examples, 712895 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:36,780 : INFO : EPOCH 4 - PROGRESS: at 98.65% examples, 712927 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:37,794 : INFO : EPOCH 4 - PROGRESS: at 98.99% examples, 712986 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:38,804 : INFO : EPOCH 4 - PROGRESS: at 99.36% examples, 713057 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:39,818 : INFO : EPOCH 4 - PROGRESS: at 99.73% examples, 713064 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:40,541 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 10:44:40,550 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 10:44:40,553 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 10:44:40,557 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 10:44:40,557 : INFO : EPOCH - 4 : training on 265921901 raw words (206698002 effective words) took 289.8s, 713130 effective words/s
2020-07-24 10:44:41,567 : INFO : EPOCH 5 - PROGRESS: at 0.35% examples, 697790 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:42,579 : INFO : EPOCH 5 - PROGRESS: at 0.69% examples, 714362 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:43,579 : INFO : EPOCH 5 - PROGRESS: at 1.05% examples, 721420 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:44,596 : INFO : EPOCH 5 - PROGRESS: at 1.41% examples, 723231 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:45,621 : INFO : EPOCH 5 - PROGRESS: at 1.77% examples, 726198 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:46,629 : INFO : EPOCH 5 - PROGRESS: at 2.13% examples, 728401 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:47,630 : INFO : EPOCH 5 - PROGRESS: at 2.49% examples, 726466 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:48,631 : INFO : EPOCH 5 - PROGRESS: at 2.86% examples, 727480 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:49,637 : INFO : EPOCH 5 - PROGRESS: at 3.22% examples, 727543 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:50,644 : INFO : EPOCH 5 - PROGRESS: at 3.55% examples, 727905 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:44:51,651 : INFO : EPOCH 5 - PROGRESS: at 3.92% examples, 727553 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:44:52,671 : INFO : EPOCH 5 - PROGRESS: at 4.25% examples, 727452 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:53,681 : INFO : EPOCH 5 - PROGRESS: at 4.60% examples, 727445 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:54,683 : INFO : EPOCH 5 - PROGRESS: at 4.96% examples, 727902 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:55,696 : INFO : EPOCH 5 - PROGRESS: at 5.32% examples, 727341 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:56,720 : INFO : EPOCH 5 - PROGRESS: at 5.66% examples, 727292 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:57,732 : INFO : EPOCH 5 - PROGRESS: at 6.03% examples, 727650 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:58,743 : INFO : EPOCH 5 - PROGRESS: at 6.39% examples, 726671 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:44:59,747 : INFO : EPOCH 5 - PROGRESS: at 6.72% examples, 726306 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:00,750 : INFO : EPOCH 5 - PROGRESS: at 7.04% examples, 725107 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:01,757 : INFO : EPOCH 5 - PROGRESS: at 7.38% examples, 723572 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:02,758 : INFO : EPOCH 5 - PROGRESS: at 7.66% examples, 719021 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:03,758 : INFO : EPOCH 5 - PROGRESS: at 7.98% examples, 715871 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:04,766 : INFO : EPOCH 5 - PROGRESS: at 8.34% examples, 716209 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:05,773 : INFO : EPOCH 5 - PROGRESS: at 8.67% examples, 716577 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:06,774 : INFO : EPOCH 5 - PROGRESS: at 9.06% examples, 716778 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:07,787 : INFO : EPOCH 5 - PROGRESS: at 9.44% examples, 717220 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:08,794 : INFO : EPOCH 5 - PROGRESS: at 9.76% examples, 717669 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:45:09,815 : INFO : EPOCH 5 - PROGRESS: at 10.11% examples, 717996 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:10,820 : INFO : EPOCH 5 - PROGRESS: at 10.47% examples, 718600 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:11,821 : INFO : EPOCH 5 - PROGRESS: at 10.81% examples, 719110 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:12,824 : INFO : EPOCH 5 - PROGRESS: at 11.19% examples, 719207 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:13,832 : INFO : EPOCH 5 - PROGRESS: at 11.53% examples, 719509 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:14,835 : INFO : EPOCH 5 - PROGRESS: at 11.90% examples, 719751 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:15,844 : INFO : EPOCH 5 - PROGRESS: at 12.27% examples, 720055 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:16,854 : INFO : EPOCH 5 - PROGRESS: at 12.62% examples, 720338 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:17,859 : INFO : EPOCH 5 - PROGRESS: at 12.97% examples, 720519 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:18,865 : INFO : EPOCH 5 - PROGRESS: at 13.34% examples, 720892 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:19,872 : INFO : EPOCH 5 - PROGRESS: at 13.69% examples, 721058 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:20,876 : INFO : EPOCH 5 - PROGRESS: at 14.04% examples, 721432 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:21,888 : INFO : EPOCH 5 - PROGRESS: at 14.38% examples, 721525 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:45:22,889 : INFO : EPOCH 5 - PROGRESS: at 14.73% examples, 722015 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:23,890 : INFO : EPOCH 5 - PROGRESS: at 15.10% examples, 722112 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:24,891 : INFO : EPOCH 5 - PROGRESS: at 15.45% examples, 722435 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:25,902 : INFO : EPOCH 5 - PROGRESS: at 15.81% examples, 722389 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:45:26,911 : INFO : EPOCH 5 - PROGRESS: at 16.16% examples, 722902 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:27,912 : INFO : EPOCH 5 - PROGRESS: at 16.52% examples, 723133 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:28,935 : INFO : EPOCH 5 - PROGRESS: at 16.91% examples, 723242 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:29,935 : INFO : EPOCH 5 - PROGRESS: at 17.24% examples, 723632 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:30,948 : INFO : EPOCH 5 - PROGRESS: at 17.57% examples, 723934 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:31,960 : INFO : EPOCH 5 - PROGRESS: at 17.93% examples, 723946 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:32,969 : INFO : EPOCH 5 - PROGRESS: at 18.29% examples, 724190 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:33,973 : INFO : EPOCH 5 - PROGRESS: at 18.65% examples, 724238 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:34,980 : INFO : EPOCH 5 - PROGRESS: at 19.02% examples, 724473 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:35,982 : INFO : EPOCH 5 - PROGRESS: at 19.35% examples, 724649 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:36,983 : INFO : EPOCH 5 - PROGRESS: at 19.70% examples, 724823 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:37,990 : INFO : EPOCH 5 - PROGRESS: at 20.05% examples, 724791 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:45:38,999 : INFO : EPOCH 5 - PROGRESS: at 20.41% examples, 724943 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:40,003 : INFO : EPOCH 5 - PROGRESS: at 20.78% examples, 724946 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:41,005 : INFO : EPOCH 5 - PROGRESS: at 21.14% examples, 725174 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:42,009 : INFO : EPOCH 5 - PROGRESS: at 21.48% examples, 725246 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:45:43,014 : INFO : EPOCH 5 - PROGRESS: at 21.85% examples, 725430 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:44,021 : INFO : EPOCH 5 - PROGRESS: at 22.20% examples, 725458 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:45,026 : INFO : EPOCH 5 - PROGRESS: at 22.56% examples, 725424 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:46,027 : INFO : EPOCH 5 - PROGRESS: at 22.91% examples, 725417 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:47,031 : INFO : EPOCH 5 - PROGRESS: at 23.28% examples, 725605 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:48,036 : INFO : EPOCH 5 - PROGRESS: at 23.65% examples, 725693 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:49,048 : INFO : EPOCH 5 - PROGRESS: at 24.02% examples, 725693 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:50,059 : INFO : EPOCH 5 - PROGRESS: at 24.40% examples, 725524 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:51,074 : INFO : EPOCH 5 - PROGRESS: at 24.75% examples, 725712 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:52,077 : INFO : EPOCH 5 - PROGRESS: at 25.13% examples, 725836 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:53,083 : INFO : EPOCH 5 - PROGRESS: at 25.48% examples, 725839 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:54,097 : INFO : EPOCH 5 - PROGRESS: at 25.84% examples, 725859 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:55,110 : INFO : EPOCH 5 - PROGRESS: at 26.20% examples, 725937 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:45:56,124 : INFO : EPOCH 5 - PROGRESS: at 26.56% examples, 725964 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:57,128 : INFO : EPOCH 5 - PROGRESS: at 26.93% examples, 726091 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:58,136 : INFO : EPOCH 5 - PROGRESS: at 27.30% examples, 726058 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:45:59,164 : INFO : EPOCH 5 - PROGRESS: at 27.67% examples, 725993 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:00,173 : INFO : EPOCH 5 - PROGRESS: at 28.03% examples, 726090 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:46:01,174 : INFO : EPOCH 5 - PROGRESS: at 28.41% examples, 726038 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:02,178 : INFO : EPOCH 5 - PROGRESS: at 28.78% examples, 726269 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:03,194 : INFO : EPOCH 5 - PROGRESS: at 29.13% examples, 726375 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:46:04,199 : INFO : EPOCH 5 - PROGRESS: at 29.50% examples, 726340 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:05,216 : INFO : EPOCH 5 - PROGRESS: at 29.87% examples, 726356 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:06,217 : INFO : EPOCH 5 - PROGRESS: at 30.25% examples, 726475 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:07,221 : INFO : EPOCH 5 - PROGRESS: at 30.60% examples, 726671 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:08,231 : INFO : EPOCH 5 - PROGRESS: at 30.97% examples, 726673 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:09,234 : INFO : EPOCH 5 - PROGRESS: at 31.34% examples, 726859 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:10,239 : INFO : EPOCH 5 - PROGRESS: at 31.70% examples, 726788 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:11,246 : INFO : EPOCH 5 - PROGRESS: at 32.07% examples, 726759 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:12,256 : INFO : EPOCH 5 - PROGRESS: at 32.43% examples, 726814 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:46:13,261 : INFO : EPOCH 5 - PROGRESS: at 32.78% examples, 726868 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:14,263 : INFO : EPOCH 5 - PROGRESS: at 33.15% examples, 726974 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:15,274 : INFO : EPOCH 5 - PROGRESS: at 33.50% examples, 726998 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:16,274 : INFO : EPOCH 5 - PROGRESS: at 33.85% examples, 727069 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:17,282 : INFO : EPOCH 5 - PROGRESS: at 34.22% examples, 726969 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:18,284 : INFO : EPOCH 5 - PROGRESS: at 34.60% examples, 727076 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:19,287 : INFO : EPOCH 5 - PROGRESS: at 34.96% examples, 727046 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:20,291 : INFO : EPOCH 5 - PROGRESS: at 35.32% examples, 727029 words/s, in_qsize 7, out_qsize 1
2020-07-24 10:46:21,307 : INFO : EPOCH 5 - PROGRESS: at 35.71% examples, 727094 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:46:22,321 : INFO : EPOCH 5 - PROGRESS: at 36.06% examples, 727097 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:23,323 : INFO : EPOCH 5 - PROGRESS: at 36.41% examples, 727132 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:24,329 : INFO : EPOCH 5 - PROGRESS: at 36.74% examples, 727284 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:25,336 : INFO : EPOCH 5 - PROGRESS: at 37.07% examples, 727345 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:26,345 : INFO : EPOCH 5 - PROGRESS: at 37.43% examples, 727486 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:27,355 : INFO : EPOCH 5 - PROGRESS: at 37.79% examples, 727597 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:28,356 : INFO : EPOCH 5 - PROGRESS: at 38.14% examples, 727631 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:29,357 : INFO : EPOCH 5 - PROGRESS: at 38.52% examples, 727656 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:46:30,368 : INFO : EPOCH 5 - PROGRESS: at 38.89% examples, 727600 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:31,378 : INFO : EPOCH 5 - PROGRESS: at 39.25% examples, 727686 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:32,384 : INFO : EPOCH 5 - PROGRESS: at 39.61% examples, 727760 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:33,400 : INFO : EPOCH 5 - PROGRESS: at 39.99% examples, 727750 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:34,400 : INFO : EPOCH 5 - PROGRESS: at 40.36% examples, 727754 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:46:35,403 : INFO : EPOCH 5 - PROGRESS: at 40.70% examples, 727770 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:36,416 : INFO : EPOCH 5 - PROGRESS: at 41.08% examples, 727782 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:37,422 : INFO : EPOCH 5 - PROGRESS: at 41.43% examples, 727884 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:38,422 : INFO : EPOCH 5 - PROGRESS: at 41.79% examples, 727813 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:39,423 : INFO : EPOCH 5 - PROGRESS: at 42.14% examples, 727950 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:40,429 : INFO : EPOCH 5 - PROGRESS: at 42.52% examples, 727930 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:41,433 : INFO : EPOCH 5 - PROGRESS: at 42.84% examples, 727960 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:42,434 : INFO : EPOCH 5 - PROGRESS: at 43.19% examples, 727985 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:43,446 : INFO : EPOCH 5 - PROGRESS: at 43.56% examples, 727968 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:44,446 : INFO : EPOCH 5 - PROGRESS: at 43.92% examples, 728118 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:45,448 : INFO : EPOCH 5 - PROGRESS: at 44.31% examples, 728151 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:46,456 : INFO : EPOCH 5 - PROGRESS: at 44.64% examples, 728154 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:46:47,461 : INFO : EPOCH 5 - PROGRESS: at 44.98% examples, 728191 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:48,484 : INFO : EPOCH 5 - PROGRESS: at 45.34% examples, 728162 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:49,486 : INFO : EPOCH 5 - PROGRESS: at 45.69% examples, 728255 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:50,486 : INFO : EPOCH 5 - PROGRESS: at 46.05% examples, 728295 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:51,486 : INFO : EPOCH 5 - PROGRESS: at 46.39% examples, 728407 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:52,491 : INFO : EPOCH 5 - PROGRESS: at 46.75% examples, 728397 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:53,503 : INFO : EPOCH 5 - PROGRESS: at 47.11% examples, 728412 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:54,505 : INFO : EPOCH 5 - PROGRESS: at 47.49% examples, 728420 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:55,516 : INFO : EPOCH 5 - PROGRESS: at 47.87% examples, 728427 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:56,527 : INFO : EPOCH 5 - PROGRESS: at 48.24% examples, 728374 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:57,530 : INFO : EPOCH 5 - PROGRESS: at 48.61% examples, 728463 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:58,538 : INFO : EPOCH 5 - PROGRESS: at 48.94% examples, 728555 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:46:59,539 : INFO : EPOCH 5 - PROGRESS: at 49.26% examples, 728532 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:00,548 : INFO : EPOCH 5 - PROGRESS: at 49.62% examples, 728565 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:47:01,554 : INFO : EPOCH 5 - PROGRESS: at 49.96% examples, 728596 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:47:02,555 : INFO : EPOCH 5 - PROGRESS: at 50.31% examples, 728702 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:03,557 : INFO : EPOCH 5 - PROGRESS: at 50.67% examples, 728569 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:04,575 : INFO : EPOCH 5 - PROGRESS: at 51.03% examples, 728625 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:05,575 : INFO : EPOCH 5 - PROGRESS: at 51.38% examples, 728700 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:06,582 : INFO : EPOCH 5 - PROGRESS: at 51.72% examples, 728690 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:07,588 : INFO : EPOCH 5 - PROGRESS: at 52.07% examples, 728690 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:08,597 : INFO : EPOCH 5 - PROGRESS: at 52.43% examples, 728709 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:09,602 : INFO : EPOCH 5 - PROGRESS: at 52.76% examples, 728753 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:10,622 : INFO : EPOCH 5 - PROGRESS: at 53.13% examples, 728657 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:11,624 : INFO : EPOCH 5 - PROGRESS: at 53.50% examples, 728680 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:12,625 : INFO : EPOCH 5 - PROGRESS: at 53.82% examples, 728804 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:47:13,629 : INFO : EPOCH 5 - PROGRESS: at 54.17% examples, 728766 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:14,630 : INFO : EPOCH 5 - PROGRESS: at 54.52% examples, 728752 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:15,648 : INFO : EPOCH 5 - PROGRESS: at 54.88% examples, 728755 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:16,660 : INFO : EPOCH 5 - PROGRESS: at 55.24% examples, 728800 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:17,666 : INFO : EPOCH 5 - PROGRESS: at 55.60% examples, 728840 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:47:18,671 : INFO : EPOCH 5 - PROGRESS: at 55.95% examples, 728820 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:19,671 : INFO : EPOCH 5 - PROGRESS: at 56.31% examples, 728841 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:20,673 : INFO : EPOCH 5 - PROGRESS: at 56.66% examples, 728815 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:21,676 : INFO : EPOCH 5 - PROGRESS: at 57.03% examples, 728766 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:22,678 : INFO : EPOCH 5 - PROGRESS: at 57.38% examples, 728788 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:23,687 : INFO : EPOCH 5 - PROGRESS: at 57.72% examples, 728820 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:24,701 : INFO : EPOCH 5 - PROGRESS: at 58.10% examples, 728794 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:25,701 : INFO : EPOCH 5 - PROGRESS: at 58.46% examples, 728775 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:26,710 : INFO : EPOCH 5 - PROGRESS: at 58.80% examples, 728779 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:27,711 : INFO : EPOCH 5 - PROGRESS: at 59.15% examples, 728799 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:28,728 : INFO : EPOCH 5 - PROGRESS: at 59.54% examples, 728714 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:29,743 : INFO : EPOCH 5 - PROGRESS: at 59.92% examples, 728686 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:30,757 : INFO : EPOCH 5 - PROGRESS: at 60.27% examples, 728774 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:31,758 : INFO : EPOCH 5 - PROGRESS: at 60.62% examples, 728840 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:32,765 : INFO : EPOCH 5 - PROGRESS: at 61.00% examples, 728797 words/s, in_qsize 8, out_qsize 1
2020-07-24 10:47:33,767 : INFO : EPOCH 5 - PROGRESS: at 61.35% examples, 728860 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:34,769 : INFO : EPOCH 5 - PROGRESS: at 61.70% examples, 728859 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:47:35,789 : INFO : EPOCH 5 - PROGRESS: at 62.07% examples, 728892 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:36,792 : INFO : EPOCH 5 - PROGRESS: at 62.42% examples, 728885 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:37,805 : INFO : EPOCH 5 - PROGRESS: at 62.77% examples, 728955 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:38,813 : INFO : EPOCH 5 - PROGRESS: at 63.14% examples, 728840 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:39,836 : INFO : EPOCH 5 - PROGRESS: at 63.49% examples, 728619 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:40,836 : INFO : EPOCH 5 - PROGRESS: at 63.82% examples, 728543 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:41,837 : INFO : EPOCH 5 - PROGRESS: at 64.17% examples, 728356 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:42,839 : INFO : EPOCH 5 - PROGRESS: at 64.43% examples, 727692 words/s, in_qsize 8, out_qsize 1
2020-07-24 10:47:43,841 : INFO : EPOCH 5 - PROGRESS: at 64.73% examples, 727372 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:44,843 : INFO : EPOCH 5 - PROGRESS: at 65.09% examples, 727403 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:45,844 : INFO : EPOCH 5 - PROGRESS: at 65.45% examples, 727430 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:46,848 : INFO : EPOCH 5 - PROGRESS: at 65.79% examples, 727389 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:47,853 : INFO : EPOCH 5 - PROGRESS: at 66.15% examples, 727385 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:48,881 : INFO : EPOCH 5 - PROGRESS: at 66.50% examples, 727462 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:49,888 : INFO : EPOCH 5 - PROGRESS: at 66.87% examples, 727512 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:50,899 : INFO : EPOCH 5 - PROGRESS: at 67.22% examples, 727536 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:51,906 : INFO : EPOCH 5 - PROGRESS: at 67.58% examples, 727529 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:52,915 : INFO : EPOCH 5 - PROGRESS: at 67.92% examples, 727522 words/s, in_qsize 7, out_qsize 1
2020-07-24 10:47:53,925 : INFO : EPOCH 5 - PROGRESS: at 68.27% examples, 727619 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:54,940 : INFO : EPOCH 5 - PROGRESS: at 68.63% examples, 727632 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:55,952 : INFO : EPOCH 5 - PROGRESS: at 68.99% examples, 727695 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:56,961 : INFO : EPOCH 5 - PROGRESS: at 69.33% examples, 727701 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:57,963 : INFO : EPOCH 5 - PROGRESS: at 69.68% examples, 727705 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:58,967 : INFO : EPOCH 5 - PROGRESS: at 70.07% examples, 727669 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:47:59,975 : INFO : EPOCH 5 - PROGRESS: at 70.43% examples, 727686 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:00,977 : INFO : EPOCH 5 - PROGRESS: at 70.77% examples, 727692 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:01,980 : INFO : EPOCH 5 - PROGRESS: at 71.14% examples, 727695 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:02,990 : INFO : EPOCH 5 - PROGRESS: at 71.50% examples, 727642 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:03,996 : INFO : EPOCH 5 - PROGRESS: at 71.85% examples, 727649 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:05,002 : INFO : EPOCH 5 - PROGRESS: at 72.21% examples, 727670 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:06,009 : INFO : EPOCH 5 - PROGRESS: at 72.53% examples, 727752 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:07,015 : INFO : EPOCH 5 - PROGRESS: at 72.89% examples, 727750 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:08,020 : INFO : EPOCH 5 - PROGRESS: at 73.23% examples, 727752 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:09,022 : INFO : EPOCH 5 - PROGRESS: at 73.58% examples, 727856 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:10,045 : INFO : EPOCH 5 - PROGRESS: at 73.94% examples, 727836 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:11,055 : INFO : EPOCH 5 - PROGRESS: at 74.32% examples, 727844 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:12,063 : INFO : EPOCH 5 - PROGRESS: at 74.67% examples, 727856 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:48:13,070 : INFO : EPOCH 5 - PROGRESS: at 75.03% examples, 727844 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:14,073 : INFO : EPOCH 5 - PROGRESS: at 75.39% examples, 727859 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:15,081 : INFO : EPOCH 5 - PROGRESS: at 75.76% examples, 727907 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:16,085 : INFO : EPOCH 5 - PROGRESS: at 76.11% examples, 727910 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:17,093 : INFO : EPOCH 5 - PROGRESS: at 76.45% examples, 727929 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:18,094 : INFO : EPOCH 5 - PROGRESS: at 76.80% examples, 727991 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:19,095 : INFO : EPOCH 5 - PROGRESS: at 77.16% examples, 728038 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:20,115 : INFO : EPOCH 5 - PROGRESS: at 77.51% examples, 728005 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:21,135 : INFO : EPOCH 5 - PROGRESS: at 77.86% examples, 728033 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:22,138 : INFO : EPOCH 5 - PROGRESS: at 78.20% examples, 728097 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:23,143 : INFO : EPOCH 5 - PROGRESS: at 78.53% examples, 728108 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:48:24,163 : INFO : EPOCH 5 - PROGRESS: at 78.90% examples, 728115 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:48:25,171 : INFO : EPOCH 5 - PROGRESS: at 79.23% examples, 728172 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:26,171 : INFO : EPOCH 5 - PROGRESS: at 79.60% examples, 728162 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:27,175 : INFO : EPOCH 5 - PROGRESS: at 79.96% examples, 728136 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:28,181 : INFO : EPOCH 5 - PROGRESS: at 80.32% examples, 728088 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:29,190 : INFO : EPOCH 5 - PROGRESS: at 80.65% examples, 728131 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:30,190 : INFO : EPOCH 5 - PROGRESS: at 80.98% examples, 728147 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:31,212 : INFO : EPOCH 5 - PROGRESS: at 81.32% examples, 728172 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:32,213 : INFO : EPOCH 5 - PROGRESS: at 81.68% examples, 728202 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:48:33,216 : INFO : EPOCH 5 - PROGRESS: at 82.04% examples, 728234 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:34,217 : INFO : EPOCH 5 - PROGRESS: at 82.40% examples, 728201 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:35,227 : INFO : EPOCH 5 - PROGRESS: at 82.78% examples, 728186 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:36,232 : INFO : EPOCH 5 - PROGRESS: at 83.11% examples, 728170 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:37,250 : INFO : EPOCH 5 - PROGRESS: at 83.47% examples, 728174 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:38,269 : INFO : EPOCH 5 - PROGRESS: at 83.83% examples, 728216 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:48:39,270 : INFO : EPOCH 5 - PROGRESS: at 84.18% examples, 728259 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:40,273 : INFO : EPOCH 5 - PROGRESS: at 84.54% examples, 728267 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:41,294 : INFO : EPOCH 5 - PROGRESS: at 84.90% examples, 728248 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:42,302 : INFO : EPOCH 5 - PROGRESS: at 85.22% examples, 728265 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:43,311 : INFO : EPOCH 5 - PROGRESS: at 85.59% examples, 728255 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:44,312 : INFO : EPOCH 5 - PROGRESS: at 85.92% examples, 728269 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:45,317 : INFO : EPOCH 5 - PROGRESS: at 86.27% examples, 728296 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:46,322 : INFO : EPOCH 5 - PROGRESS: at 86.63% examples, 728319 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:47,332 : INFO : EPOCH 5 - PROGRESS: at 86.98% examples, 728350 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:48,335 : INFO : EPOCH 5 - PROGRESS: at 87.32% examples, 728335 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:49,351 : INFO : EPOCH 5 - PROGRESS: at 87.67% examples, 728377 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:48:50,358 : INFO : EPOCH 5 - PROGRESS: at 88.06% examples, 728330 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:51,369 : INFO : EPOCH 5 - PROGRESS: at 88.44% examples, 728321 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:52,380 : INFO : EPOCH 5 - PROGRESS: at 88.80% examples, 728299 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:53,384 : INFO : EPOCH 5 - PROGRESS: at 89.15% examples, 728316 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:54,398 : INFO : EPOCH 5 - PROGRESS: at 89.53% examples, 728276 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:55,404 : INFO : EPOCH 5 - PROGRESS: at 89.90% examples, 728246 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:56,406 : INFO : EPOCH 5 - PROGRESS: at 90.25% examples, 728254 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:57,419 : INFO : EPOCH 5 - PROGRESS: at 90.59% examples, 728276 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:48:58,419 : INFO : EPOCH 5 - PROGRESS: at 90.95% examples, 728283 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:48:59,445 : INFO : EPOCH 5 - PROGRESS: at 91.31% examples, 728295 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:00,453 : INFO : EPOCH 5 - PROGRESS: at 91.69% examples, 728302 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:01,455 : INFO : EPOCH 5 - PROGRESS: at 92.05% examples, 728312 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:02,457 : INFO : EPOCH 5 - PROGRESS: at 92.38% examples, 728331 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:03,458 : INFO : EPOCH 5 - PROGRESS: at 92.72% examples, 728361 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:04,461 : INFO : EPOCH 5 - PROGRESS: at 93.06% examples, 728410 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:05,476 : INFO : EPOCH 5 - PROGRESS: at 93.40% examples, 728375 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:06,496 : INFO : EPOCH 5 - PROGRESS: at 93.77% examples, 728388 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:07,497 : INFO : EPOCH 5 - PROGRESS: at 94.12% examples, 728409 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:49:08,510 : INFO : EPOCH 5 - PROGRESS: at 94.47% examples, 728411 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:49:09,510 : INFO : EPOCH 5 - PROGRESS: at 94.81% examples, 728408 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:49:10,514 : INFO : EPOCH 5 - PROGRESS: at 95.17% examples, 728425 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:11,517 : INFO : EPOCH 5 - PROGRESS: at 95.52% examples, 728459 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:12,520 : INFO : EPOCH 5 - PROGRESS: at 95.87% examples, 728450 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:13,525 : INFO : EPOCH 5 - PROGRESS: at 96.22% examples, 728464 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:49:14,536 : INFO : EPOCH 5 - PROGRESS: at 96.57% examples, 728469 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:15,546 : INFO : EPOCH 5 - PROGRESS: at 96.92% examples, 728454 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:16,552 : INFO : EPOCH 5 - PROGRESS: at 97.25% examples, 728504 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:17,554 : INFO : EPOCH 5 - PROGRESS: at 97.60% examples, 728541 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:18,572 : INFO : EPOCH 5 - PROGRESS: at 97.97% examples, 728526 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:19,573 : INFO : EPOCH 5 - PROGRESS: at 98.34% examples, 728555 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:20,577 : INFO : EPOCH 5 - PROGRESS: at 98.69% examples, 728584 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:21,583 : INFO : EPOCH 5 - PROGRESS: at 99.03% examples, 728600 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:22,598 : INFO : EPOCH 5 - PROGRESS: at 99.40% examples, 728612 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:23,620 : INFO : EPOCH 5 - PROGRESS: at 99.77% examples, 728610 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:24,200 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 10:49:24,211 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 10:49:24,212 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 10:49:24,214 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 10:49:24,214 : INFO : EPOCH - 5 : training on 265921901 raw words (206687593 effective words) took 283.7s, 728663 effective words/s
2020-07-24 10:49:25,227 : INFO : EPOCH 6 - PROGRESS: at 0.36% examples, 709574 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:26,237 : INFO : EPOCH 6 - PROGRESS: at 0.70% examples, 726026 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:27,238 : INFO : EPOCH 6 - PROGRESS: at 1.06% examples, 723442 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:28,244 : INFO : EPOCH 6 - PROGRESS: at 1.41% examples, 725067 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:29,262 : INFO : EPOCH 6 - PROGRESS: at 1.77% examples, 728696 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:30,267 : INFO : EPOCH 6 - PROGRESS: at 2.13% examples, 730716 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:31,272 : INFO : EPOCH 6 - PROGRESS: at 2.50% examples, 729648 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:32,276 : INFO : EPOCH 6 - PROGRESS: at 2.86% examples, 729519 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:33,295 : INFO : EPOCH 6 - PROGRESS: at 3.23% examples, 729923 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:34,312 : INFO : EPOCH 6 - PROGRESS: at 3.57% examples, 729650 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:35,326 : INFO : EPOCH 6 - PROGRESS: at 3.93% examples, 729799 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:36,331 : INFO : EPOCH 6 - PROGRESS: at 4.26% examples, 730838 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:37,337 : INFO : EPOCH 6 - PROGRESS: at 4.61% examples, 729764 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:38,338 : INFO : EPOCH 6 - PROGRESS: at 4.97% examples, 729617 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:39,339 : INFO : EPOCH 6 - PROGRESS: at 5.32% examples, 729263 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:40,343 : INFO : EPOCH 6 - PROGRESS: at 5.66% examples, 728941 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:41,346 : INFO : EPOCH 6 - PROGRESS: at 6.02% examples, 728650 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:42,353 : INFO : EPOCH 6 - PROGRESS: at 6.40% examples, 729059 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:43,373 : INFO : EPOCH 6 - PROGRESS: at 6.74% examples, 729126 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:44,376 : INFO : EPOCH 6 - PROGRESS: at 7.08% examples, 729796 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:45,382 : INFO : EPOCH 6 - PROGRESS: at 7.43% examples, 729391 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:46,390 : INFO : EPOCH 6 - PROGRESS: at 7.76% examples, 729487 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:47,397 : INFO : EPOCH 6 - PROGRESS: at 8.13% examples, 729680 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:49:48,404 : INFO : EPOCH 6 - PROGRESS: at 8.48% examples, 729145 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:49,417 : INFO : EPOCH 6 - PROGRESS: at 8.85% examples, 729395 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:50,419 : INFO : EPOCH 6 - PROGRESS: at 9.22% examples, 729128 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:51,424 : INFO : EPOCH 6 - PROGRESS: at 9.57% examples, 729431 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:52,425 : INFO : EPOCH 6 - PROGRESS: at 9.91% examples, 729549 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:53,441 : INFO : EPOCH 6 - PROGRESS: at 10.26% examples, 729745 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:54,446 : INFO : EPOCH 6 - PROGRESS: at 10.61% examples, 729953 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:55,452 : INFO : EPOCH 6 - PROGRESS: at 10.97% examples, 729730 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:56,454 : INFO : EPOCH 6 - PROGRESS: at 11.34% examples, 729766 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:57,457 : INFO : EPOCH 6 - PROGRESS: at 11.69% examples, 729920 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:58,458 : INFO : EPOCH 6 - PROGRESS: at 12.05% examples, 729595 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:49:59,460 : INFO : EPOCH 6 - PROGRESS: at 12.43% examples, 729539 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:50:00,460 : INFO : EPOCH 6 - PROGRESS: at 12.75% examples, 729479 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:01,469 : INFO : EPOCH 6 - PROGRESS: at 13.13% examples, 729516 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:02,478 : INFO : EPOCH 6 - PROGRESS: at 13.47% examples, 729690 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:03,482 : INFO : EPOCH 6 - PROGRESS: at 13.83% examples, 729755 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:50:04,487 : INFO : EPOCH 6 - PROGRESS: at 14.19% examples, 729717 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:05,490 : INFO : EPOCH 6 - PROGRESS: at 14.53% examples, 730029 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:06,495 : INFO : EPOCH 6 - PROGRESS: at 14.89% examples, 730126 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:07,497 : INFO : EPOCH 6 - PROGRESS: at 15.26% examples, 730240 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:08,510 : INFO : EPOCH 6 - PROGRESS: at 15.59% examples, 730399 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:09,519 : INFO : EPOCH 6 - PROGRESS: at 15.96% examples, 730342 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:10,531 : INFO : EPOCH 6 - PROGRESS: at 16.34% examples, 730620 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:11,533 : INFO : EPOCH 6 - PROGRESS: at 16.68% examples, 730682 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:12,534 : INFO : EPOCH 6 - PROGRESS: at 17.05% examples, 730752 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:13,535 : INFO : EPOCH 6 - PROGRESS: at 17.38% examples, 730786 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:14,540 : INFO : EPOCH 6 - PROGRESS: at 17.71% examples, 730921 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:15,548 : INFO : EPOCH 6 - PROGRESS: at 18.06% examples, 730933 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:50:16,548 : INFO : EPOCH 6 - PROGRESS: at 18.43% examples, 730862 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:17,552 : INFO : EPOCH 6 - PROGRESS: at 18.79% examples, 730911 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:18,557 : INFO : EPOCH 6 - PROGRESS: at 19.14% examples, 730707 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:19,558 : INFO : EPOCH 6 - PROGRESS: at 19.46% examples, 730183 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:20,560 : INFO : EPOCH 6 - PROGRESS: at 19.81% examples, 729609 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:21,574 : INFO : EPOCH 6 - PROGRESS: at 20.15% examples, 729218 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:22,579 : INFO : EPOCH 6 - PROGRESS: at 20.45% examples, 727392 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:23,588 : INFO : EPOCH 6 - PROGRESS: at 20.76% examples, 725085 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:24,592 : INFO : EPOCH 6 - PROGRESS: at 21.12% examples, 725297 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:25,608 : INFO : EPOCH 6 - PROGRESS: at 21.47% examples, 725357 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:26,614 : INFO : EPOCH 6 - PROGRESS: at 21.84% examples, 725576 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:27,615 : INFO : EPOCH 6 - PROGRESS: at 22.19% examples, 725856 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:28,624 : INFO : EPOCH 6 - PROGRESS: at 22.55% examples, 725900 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:29,644 : INFO : EPOCH 6 - PROGRESS: at 22.91% examples, 725884 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:30,647 : INFO : EPOCH 6 - PROGRESS: at 23.28% examples, 726061 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:31,649 : INFO : EPOCH 6 - PROGRESS: at 23.65% examples, 725970 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:50:32,656 : INFO : EPOCH 6 - PROGRESS: at 24.01% examples, 725917 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:33,656 : INFO : EPOCH 6 - PROGRESS: at 24.39% examples, 725939 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:34,664 : INFO : EPOCH 6 - PROGRESS: at 24.74% examples, 726056 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:35,665 : INFO : EPOCH 6 - PROGRESS: at 25.11% examples, 726204 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:36,678 : INFO : EPOCH 6 - PROGRESS: at 25.47% examples, 726171 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:37,691 : INFO : EPOCH 6 - PROGRESS: at 25.84% examples, 726304 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:50:38,705 : INFO : EPOCH 6 - PROGRESS: at 26.19% examples, 726233 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:50:39,717 : INFO : EPOCH 6 - PROGRESS: at 26.56% examples, 726277 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:40,721 : INFO : EPOCH 6 - PROGRESS: at 26.92% examples, 726508 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:41,721 : INFO : EPOCH 6 - PROGRESS: at 27.29% examples, 726535 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:42,739 : INFO : EPOCH 6 - PROGRESS: at 27.66% examples, 726427 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:43,747 : INFO : EPOCH 6 - PROGRESS: at 28.02% examples, 726460 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:44,771 : INFO : EPOCH 6 - PROGRESS: at 28.40% examples, 726350 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:50:45,778 : INFO : EPOCH 6 - PROGRESS: at 28.78% examples, 726681 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:46,781 : INFO : EPOCH 6 - PROGRESS: at 29.11% examples, 726714 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:47,794 : INFO : EPOCH 6 - PROGRESS: at 29.49% examples, 726778 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:48,800 : INFO : EPOCH 6 - PROGRESS: at 29.86% examples, 726808 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:49,801 : INFO : EPOCH 6 - PROGRESS: at 30.24% examples, 726936 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:50,809 : INFO : EPOCH 6 - PROGRESS: at 30.60% examples, 727071 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:51,810 : INFO : EPOCH 6 - PROGRESS: at 30.96% examples, 727082 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:52,830 : INFO : EPOCH 6 - PROGRESS: at 31.33% examples, 727100 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:50:53,840 : INFO : EPOCH 6 - PROGRESS: at 31.70% examples, 727152 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:54,852 : INFO : EPOCH 6 - PROGRESS: at 32.06% examples, 727085 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:55,869 : INFO : EPOCH 6 - PROGRESS: at 32.43% examples, 727157 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:50:56,869 : INFO : EPOCH 6 - PROGRESS: at 32.79% examples, 727395 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:57,870 : INFO : EPOCH 6 - PROGRESS: at 33.15% examples, 727342 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:50:58,871 : INFO : EPOCH 6 - PROGRESS: at 33.50% examples, 727385 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:50:59,878 : INFO : EPOCH 6 - PROGRESS: at 33.85% examples, 727472 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:00,884 : INFO : EPOCH 6 - PROGRESS: at 34.22% examples, 727373 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:01,887 : INFO : EPOCH 6 - PROGRESS: at 34.60% examples, 727469 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:02,894 : INFO : EPOCH 6 - PROGRESS: at 34.96% examples, 727334 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:03,898 : INFO : EPOCH 6 - PROGRESS: at 35.33% examples, 727512 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:04,908 : INFO : EPOCH 6 - PROGRESS: at 35.71% examples, 727492 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:51:05,911 : INFO : EPOCH 6 - PROGRESS: at 36.06% examples, 727567 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:06,934 : INFO : EPOCH 6 - PROGRESS: at 36.41% examples, 727460 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:07,937 : INFO : EPOCH 6 - PROGRESS: at 36.74% examples, 727692 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:08,938 : INFO : EPOCH 6 - PROGRESS: at 37.09% examples, 727953 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:09,939 : INFO : EPOCH 6 - PROGRESS: at 37.44% examples, 728000 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:10,951 : INFO : EPOCH 6 - PROGRESS: at 37.79% examples, 728026 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:11,955 : INFO : EPOCH 6 - PROGRESS: at 38.15% examples, 728107 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:12,972 : INFO : EPOCH 6 - PROGRESS: at 38.52% examples, 728076 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:13,991 : INFO : EPOCH 6 - PROGRESS: at 38.91% examples, 728032 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:15,002 : INFO : EPOCH 6 - PROGRESS: at 39.26% examples, 728103 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:16,003 : INFO : EPOCH 6 - PROGRESS: at 39.61% examples, 728061 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:17,008 : INFO : EPOCH 6 - PROGRESS: at 39.99% examples, 728076 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:18,023 : INFO : EPOCH 6 - PROGRESS: at 40.37% examples, 728134 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:19,031 : INFO : EPOCH 6 - PROGRESS: at 40.71% examples, 728262 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:20,032 : INFO : EPOCH 6 - PROGRESS: at 41.10% examples, 728246 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:21,038 : INFO : EPOCH 6 - PROGRESS: at 41.43% examples, 728269 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:22,052 : INFO : EPOCH 6 - PROGRESS: at 41.81% examples, 728305 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:23,055 : INFO : EPOCH 6 - PROGRESS: at 42.16% examples, 728413 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:24,069 : INFO : EPOCH 6 - PROGRESS: at 42.53% examples, 728412 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:25,084 : INFO : EPOCH 6 - PROGRESS: at 42.86% examples, 728517 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:26,085 : INFO : EPOCH 6 - PROGRESS: at 43.22% examples, 728546 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:27,092 : INFO : EPOCH 6 - PROGRESS: at 43.58% examples, 728514 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:51:28,108 : INFO : EPOCH 6 - PROGRESS: at 43.95% examples, 728592 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:29,110 : INFO : EPOCH 6 - PROGRESS: at 44.33% examples, 728597 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:30,114 : INFO : EPOCH 6 - PROGRESS: at 44.67% examples, 728626 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:31,118 : INFO : EPOCH 6 - PROGRESS: at 45.01% examples, 728744 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:32,121 : INFO : EPOCH 6 - PROGRESS: at 45.37% examples, 728712 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:33,122 : INFO : EPOCH 6 - PROGRESS: at 45.72% examples, 728856 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:34,123 : INFO : EPOCH 6 - PROGRESS: at 46.08% examples, 728854 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:35,130 : INFO : EPOCH 6 - PROGRESS: at 46.41% examples, 728882 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:36,144 : INFO : EPOCH 6 - PROGRESS: at 46.78% examples, 728856 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:51:37,145 : INFO : EPOCH 6 - PROGRESS: at 47.14% examples, 728851 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:38,146 : INFO : EPOCH 6 - PROGRESS: at 47.52% examples, 728866 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:39,161 : INFO : EPOCH 6 - PROGRESS: at 47.89% examples, 728795 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:51:40,165 : INFO : EPOCH 6 - PROGRESS: at 48.27% examples, 728820 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:41,170 : INFO : EPOCH 6 - PROGRESS: at 48.62% examples, 728759 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:42,175 : INFO : EPOCH 6 - PROGRESS: at 48.95% examples, 728912 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:43,177 : INFO : EPOCH 6 - PROGRESS: at 49.28% examples, 728957 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:44,196 : INFO : EPOCH 6 - PROGRESS: at 49.64% examples, 728945 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:45,220 : INFO : EPOCH 6 - PROGRESS: at 49.99% examples, 728963 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:46,229 : INFO : EPOCH 6 - PROGRESS: at 50.34% examples, 729034 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:47,232 : INFO : EPOCH 6 - PROGRESS: at 50.71% examples, 728995 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:48,235 : INFO : EPOCH 6 - PROGRESS: at 51.05% examples, 728990 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:51:49,240 : INFO : EPOCH 6 - PROGRESS: at 51.40% examples, 729085 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:50,246 : INFO : EPOCH 6 - PROGRESS: at 51.75% examples, 729109 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:51,247 : INFO : EPOCH 6 - PROGRESS: at 52.10% examples, 729119 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:52,248 : INFO : EPOCH 6 - PROGRESS: at 52.45% examples, 729111 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:53,254 : INFO : EPOCH 6 - PROGRESS: at 52.80% examples, 729167 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:51:54,259 : INFO : EPOCH 6 - PROGRESS: at 53.17% examples, 729184 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:55,266 : INFO : EPOCH 6 - PROGRESS: at 53.53% examples, 729199 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:56,275 : INFO : EPOCH 6 - PROGRESS: at 53.85% examples, 729218 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:51:57,278 : INFO : EPOCH 6 - PROGRESS: at 54.19% examples, 729224 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:58,290 : INFO : EPOCH 6 - PROGRESS: at 54.56% examples, 729267 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:51:59,292 : INFO : EPOCH 6 - PROGRESS: at 54.91% examples, 729264 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:00,302 : INFO : EPOCH 6 - PROGRESS: at 55.26% examples, 729276 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:01,305 : INFO : EPOCH 6 - PROGRESS: at 55.62% examples, 729339 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:02,305 : INFO : EPOCH 6 - PROGRESS: at 55.98% examples, 729336 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:03,330 : INFO : EPOCH 6 - PROGRESS: at 56.35% examples, 729350 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:04,334 : INFO : EPOCH 6 - PROGRESS: at 56.71% examples, 729345 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:05,339 : INFO : EPOCH 6 - PROGRESS: at 57.07% examples, 729323 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:06,342 : INFO : EPOCH 6 - PROGRESS: at 57.41% examples, 729351 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:07,363 : INFO : EPOCH 6 - PROGRESS: at 57.77% examples, 729352 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:08,366 : INFO : EPOCH 6 - PROGRESS: at 58.15% examples, 729301 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:09,369 : INFO : EPOCH 6 - PROGRESS: at 58.50% examples, 729280 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:10,380 : INFO : EPOCH 6 - PROGRESS: at 58.84% examples, 729338 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:11,383 : INFO : EPOCH 6 - PROGRESS: at 59.20% examples, 729338 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:12,401 : INFO : EPOCH 6 - PROGRESS: at 59.59% examples, 729222 words/s, in_qsize 7, out_qsize 1
2020-07-24 10:52:13,407 : INFO : EPOCH 6 - PROGRESS: at 59.96% examples, 729200 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:14,409 : INFO : EPOCH 6 - PROGRESS: at 60.31% examples, 729325 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:15,410 : INFO : EPOCH 6 - PROGRESS: at 60.66% examples, 729336 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:16,423 : INFO : EPOCH 6 - PROGRESS: at 61.04% examples, 729328 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:17,429 : INFO : EPOCH 6 - PROGRESS: at 61.39% examples, 729378 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:18,434 : INFO : EPOCH 6 - PROGRESS: at 61.75% examples, 729372 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:19,452 : INFO : EPOCH 6 - PROGRESS: at 62.12% examples, 729393 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:52:20,471 : INFO : EPOCH 6 - PROGRESS: at 62.47% examples, 729411 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:21,481 : INFO : EPOCH 6 - PROGRESS: at 62.82% examples, 729450 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:22,481 : INFO : EPOCH 6 - PROGRESS: at 63.20% examples, 729429 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:23,492 : INFO : EPOCH 6 - PROGRESS: at 63.56% examples, 729411 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:24,511 : INFO : EPOCH 6 - PROGRESS: at 63.92% examples, 729447 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:25,516 : INFO : EPOCH 6 - PROGRESS: at 64.27% examples, 729428 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:26,527 : INFO : EPOCH 6 - PROGRESS: at 64.59% examples, 729443 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:27,528 : INFO : EPOCH 6 - PROGRESS: at 64.93% examples, 729479 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:28,530 : INFO : EPOCH 6 - PROGRESS: at 65.30% examples, 729491 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:29,548 : INFO : EPOCH 6 - PROGRESS: at 65.65% examples, 729507 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:30,549 : INFO : EPOCH 6 - PROGRESS: at 65.99% examples, 729479 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:31,554 : INFO : EPOCH 6 - PROGRESS: at 66.34% examples, 729503 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:32,562 : INFO : EPOCH 6 - PROGRESS: at 66.69% examples, 729552 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:33,574 : INFO : EPOCH 6 - PROGRESS: at 67.06% examples, 729507 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:52:34,576 : INFO : EPOCH 6 - PROGRESS: at 67.41% examples, 729532 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:35,583 : INFO : EPOCH 6 - PROGRESS: at 67.76% examples, 729493 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:36,586 : INFO : EPOCH 6 - PROGRESS: at 68.11% examples, 729507 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:37,593 : INFO : EPOCH 6 - PROGRESS: at 68.45% examples, 729562 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:38,597 : INFO : EPOCH 6 - PROGRESS: at 68.81% examples, 729568 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:39,598 : INFO : EPOCH 6 - PROGRESS: at 69.15% examples, 729592 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:40,603 : INFO : EPOCH 6 - PROGRESS: at 69.50% examples, 729646 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:41,618 : INFO : EPOCH 6 - PROGRESS: at 69.88% examples, 729644 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:42,619 : INFO : EPOCH 6 - PROGRESS: at 70.25% examples, 729598 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:52:43,633 : INFO : EPOCH 6 - PROGRESS: at 70.59% examples, 729594 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:44,643 : INFO : EPOCH 6 - PROGRESS: at 70.96% examples, 729597 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:45,644 : INFO : EPOCH 6 - PROGRESS: at 71.33% examples, 729603 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:46,647 : INFO : EPOCH 6 - PROGRESS: at 71.69% examples, 729596 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:47,649 : INFO : EPOCH 6 - PROGRESS: at 72.04% examples, 729638 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:48,655 : INFO : EPOCH 6 - PROGRESS: at 72.37% examples, 729607 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:49,666 : INFO : EPOCH 6 - PROGRESS: at 72.72% examples, 729622 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:50,680 : INFO : EPOCH 6 - PROGRESS: at 73.06% examples, 729614 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:51,682 : INFO : EPOCH 6 - PROGRESS: at 73.41% examples, 729682 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:52,683 : INFO : EPOCH 6 - PROGRESS: at 73.77% examples, 729692 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:53,686 : INFO : EPOCH 6 - PROGRESS: at 74.12% examples, 729708 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:54,703 : INFO : EPOCH 6 - PROGRESS: at 74.51% examples, 729636 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:52:55,706 : INFO : EPOCH 6 - PROGRESS: at 74.85% examples, 729680 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:56,706 : INFO : EPOCH 6 - PROGRESS: at 75.21% examples, 729686 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:57,720 : INFO : EPOCH 6 - PROGRESS: at 75.59% examples, 729644 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:58,721 : INFO : EPOCH 6 - PROGRESS: at 75.92% examples, 729692 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:52:59,731 : INFO : EPOCH 6 - PROGRESS: at 76.26% examples, 729559 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:00,734 : INFO : EPOCH 6 - PROGRESS: at 76.60% examples, 729449 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:01,741 : INFO : EPOCH 6 - PROGRESS: at 76.93% examples, 729287 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:02,745 : INFO : EPOCH 6 - PROGRESS: at 77.23% examples, 728780 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:53:03,764 : INFO : EPOCH 6 - PROGRESS: at 77.54% examples, 728365 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:04,774 : INFO : EPOCH 6 - PROGRESS: at 77.89% examples, 728379 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:05,795 : INFO : EPOCH 6 - PROGRESS: at 78.24% examples, 728426 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:06,799 : INFO : EPOCH 6 - PROGRESS: at 78.56% examples, 728510 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:07,801 : INFO : EPOCH 6 - PROGRESS: at 78.93% examples, 728527 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:08,801 : INFO : EPOCH 6 - PROGRESS: at 79.26% examples, 728578 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:53:09,809 : INFO : EPOCH 6 - PROGRESS: at 79.63% examples, 728553 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:53:10,820 : INFO : EPOCH 6 - PROGRESS: at 80.00% examples, 728586 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:11,821 : INFO : EPOCH 6 - PROGRESS: at 80.37% examples, 728604 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:12,836 : INFO : EPOCH 6 - PROGRESS: at 80.69% examples, 728647 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:13,845 : INFO : EPOCH 6 - PROGRESS: at 81.04% examples, 728706 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:14,848 : INFO : EPOCH 6 - PROGRESS: at 81.36% examples, 728752 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:15,858 : INFO : EPOCH 6 - PROGRESS: at 81.74% examples, 728767 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:16,869 : INFO : EPOCH 6 - PROGRESS: at 82.11% examples, 728757 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:17,876 : INFO : EPOCH 6 - PROGRESS: at 82.45% examples, 728743 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:18,895 : INFO : EPOCH 6 - PROGRESS: at 82.83% examples, 728705 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:53:19,897 : INFO : EPOCH 6 - PROGRESS: at 83.17% examples, 728787 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:53:20,898 : INFO : EPOCH 6 - PROGRESS: at 83.53% examples, 728779 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:21,904 : INFO : EPOCH 6 - PROGRESS: at 83.89% examples, 728773 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:22,910 : INFO : EPOCH 6 - PROGRESS: at 84.23% examples, 728791 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:23,921 : INFO : EPOCH 6 - PROGRESS: at 84.59% examples, 728787 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:24,925 : INFO : EPOCH 6 - PROGRESS: at 84.94% examples, 728813 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:25,925 : INFO : EPOCH 6 - PROGRESS: at 85.27% examples, 728807 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:26,931 : INFO : EPOCH 6 - PROGRESS: at 85.62% examples, 728821 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:27,940 : INFO : EPOCH 6 - PROGRESS: at 85.96% examples, 728809 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:28,948 : INFO : EPOCH 6 - PROGRESS: at 86.32% examples, 728836 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:29,948 : INFO : EPOCH 6 - PROGRESS: at 86.67% examples, 728794 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:30,948 : INFO : EPOCH 6 - PROGRESS: at 87.01% examples, 728793 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:53:31,952 : INFO : EPOCH 6 - PROGRESS: at 87.37% examples, 728824 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:32,966 : INFO : EPOCH 6 - PROGRESS: at 87.71% examples, 728822 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:33,978 : INFO : EPOCH 6 - PROGRESS: at 88.10% examples, 728791 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:34,979 : INFO : EPOCH 6 - PROGRESS: at 88.47% examples, 728757 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:35,983 : INFO : EPOCH 6 - PROGRESS: at 88.82% examples, 728758 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:36,991 : INFO : EPOCH 6 - PROGRESS: at 89.19% examples, 728758 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:37,993 : INFO : EPOCH 6 - PROGRESS: at 89.57% examples, 728774 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:39,006 : INFO : EPOCH 6 - PROGRESS: at 89.94% examples, 728758 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:40,009 : INFO : EPOCH 6 - PROGRESS: at 90.29% examples, 728770 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:41,010 : INFO : EPOCH 6 - PROGRESS: at 90.63% examples, 728769 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:42,010 : INFO : EPOCH 6 - PROGRESS: at 90.98% examples, 728797 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:53:43,018 : INFO : EPOCH 6 - PROGRESS: at 91.34% examples, 728779 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:44,065 : INFO : EPOCH 6 - PROGRESS: at 91.71% examples, 728584 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:45,071 : INFO : EPOCH 6 - PROGRESS: at 91.99% examples, 728006 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:46,085 : INFO : EPOCH 6 - PROGRESS: at 92.27% examples, 727392 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:47,086 : INFO : EPOCH 6 - PROGRESS: at 92.53% examples, 726820 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:48,087 : INFO : EPOCH 6 - PROGRESS: at 92.80% examples, 726299 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:49,104 : INFO : EPOCH 6 - PROGRESS: at 93.06% examples, 725663 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:50,112 : INFO : EPOCH 6 - PROGRESS: at 93.34% examples, 725126 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:51,135 : INFO : EPOCH 6 - PROGRESS: at 93.61% examples, 724522 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:52,135 : INFO : EPOCH 6 - PROGRESS: at 93.89% examples, 723971 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:53,141 : INFO : EPOCH 6 - PROGRESS: at 94.17% examples, 723449 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:54,148 : INFO : EPOCH 6 - PROGRESS: at 94.45% examples, 722943 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:55,158 : INFO : EPOCH 6 - PROGRESS: at 94.71% examples, 722402 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:56,161 : INFO : EPOCH 6 - PROGRESS: at 95.02% examples, 721960 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:57,178 : INFO : EPOCH 6 - PROGRESS: at 95.30% examples, 721432 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:58,179 : INFO : EPOCH 6 - PROGRESS: at 95.58% examples, 720880 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:53:59,182 : INFO : EPOCH 6 - PROGRESS: at 95.86% examples, 720330 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:00,185 : INFO : EPOCH 6 - PROGRESS: at 96.12% examples, 719773 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:01,188 : INFO : EPOCH 6 - PROGRESS: at 96.39% examples, 719334 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:02,210 : INFO : EPOCH 6 - PROGRESS: at 96.66% examples, 718768 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:03,219 : INFO : EPOCH 6 - PROGRESS: at 96.96% examples, 718247 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:54:04,230 : INFO : EPOCH 6 - PROGRESS: at 97.22% examples, 717782 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:05,245 : INFO : EPOCH 6 - PROGRESS: at 97.55% examples, 717656 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:06,247 : INFO : EPOCH 6 - PROGRESS: at 97.91% examples, 717727 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:07,258 : INFO : EPOCH 6 - PROGRESS: at 98.28% examples, 717757 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:08,263 : INFO : EPOCH 6 - PROGRESS: at 98.63% examples, 717802 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:09,268 : INFO : EPOCH 6 - PROGRESS: at 98.96% examples, 717868 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:10,269 : INFO : EPOCH 6 - PROGRESS: at 99.33% examples, 717927 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:11,272 : INFO : EPOCH 6 - PROGRESS: at 99.70% examples, 717980 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:12,058 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 10:54:12,078 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 10:54:12,082 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 10:54:12,083 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 10:54:12,084 : INFO : EPOCH - 6 : training on 265921901 raw words (206691122 effective words) took 287.9s, 718015 effective words/s
2020-07-24 10:54:13,096 : INFO : EPOCH 7 - PROGRESS: at 0.36% examples, 708938 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:14,098 : INFO : EPOCH 7 - PROGRESS: at 0.70% examples, 728625 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:15,100 : INFO : EPOCH 7 - PROGRESS: at 1.06% examples, 727669 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:16,103 : INFO : EPOCH 7 - PROGRESS: at 1.41% examples, 726601 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:17,104 : INFO : EPOCH 7 - PROGRESS: at 1.76% examples, 728443 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:18,120 : INFO : EPOCH 7 - PROGRESS: at 2.12% examples, 728306 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:19,134 : INFO : EPOCH 7 - PROGRESS: at 2.49% examples, 728814 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:20,136 : INFO : EPOCH 7 - PROGRESS: at 2.86% examples, 730100 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:21,147 : INFO : EPOCH 7 - PROGRESS: at 3.23% examples, 731104 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:22,160 : INFO : EPOCH 7 - PROGRESS: at 3.57% examples, 730994 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:23,170 : INFO : EPOCH 7 - PROGRESS: at 3.93% examples, 731257 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:24,172 : INFO : EPOCH 7 - PROGRESS: at 4.26% examples, 731788 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:25,174 : INFO : EPOCH 7 - PROGRESS: at 4.61% examples, 731510 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:26,179 : INFO : EPOCH 7 - PROGRESS: at 4.97% examples, 731517 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:27,190 : INFO : EPOCH 7 - PROGRESS: at 5.33% examples, 730776 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:28,202 : INFO : EPOCH 7 - PROGRESS: at 5.67% examples, 731178 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:29,212 : INFO : EPOCH 7 - PROGRESS: at 6.04% examples, 730425 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:30,218 : INFO : EPOCH 7 - PROGRESS: at 6.41% examples, 730362 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:31,221 : INFO : EPOCH 7 - PROGRESS: at 6.74% examples, 730257 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:32,227 : INFO : EPOCH 7 - PROGRESS: at 7.08% examples, 730605 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:33,233 : INFO : EPOCH 7 - PROGRESS: at 7.43% examples, 730625 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:34,250 : INFO : EPOCH 7 - PROGRESS: at 7.78% examples, 731057 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:35,263 : INFO : EPOCH 7 - PROGRESS: at 8.14% examples, 731164 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:36,272 : INFO : EPOCH 7 - PROGRESS: at 8.50% examples, 731302 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:37,273 : INFO : EPOCH 7 - PROGRESS: at 8.86% examples, 730884 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:38,278 : INFO : EPOCH 7 - PROGRESS: at 9.24% examples, 730991 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:54:39,282 : INFO : EPOCH 7 - PROGRESS: at 9.59% examples, 731156 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:40,283 : INFO : EPOCH 7 - PROGRESS: at 9.93% examples, 731365 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:41,299 : INFO : EPOCH 7 - PROGRESS: at 10.28% examples, 730929 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:42,303 : INFO : EPOCH 7 - PROGRESS: at 10.62% examples, 731109 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:43,309 : INFO : EPOCH 7 - PROGRESS: at 10.99% examples, 731130 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:44,313 : INFO : EPOCH 7 - PROGRESS: at 11.36% examples, 731176 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:45,333 : INFO : EPOCH 7 - PROGRESS: at 11.71% examples, 730948 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:46,355 : INFO : EPOCH 7 - PROGRESS: at 12.09% examples, 731020 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:47,357 : INFO : EPOCH 7 - PROGRESS: at 12.47% examples, 731331 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:48,364 : INFO : EPOCH 7 - PROGRESS: at 12.80% examples, 731172 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:49,383 : INFO : EPOCH 7 - PROGRESS: at 13.17% examples, 730955 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:54:50,389 : INFO : EPOCH 7 - PROGRESS: at 13.53% examples, 731430 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:51,402 : INFO : EPOCH 7 - PROGRESS: at 13.88% examples, 731516 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:54:52,406 : INFO : EPOCH 7 - PROGRESS: at 14.23% examples, 731570 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:53,417 : INFO : EPOCH 7 - PROGRESS: at 14.58% examples, 731582 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:54,423 : INFO : EPOCH 7 - PROGRESS: at 14.95% examples, 731738 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:55,439 : INFO : EPOCH 7 - PROGRESS: at 15.32% examples, 731746 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:56,452 : INFO : EPOCH 7 - PROGRESS: at 15.66% examples, 731899 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:57,465 : INFO : EPOCH 7 - PROGRESS: at 16.02% examples, 732014 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:58,477 : INFO : EPOCH 7 - PROGRESS: at 16.41% examples, 732163 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:54:59,494 : INFO : EPOCH 7 - PROGRESS: at 16.75% examples, 731978 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:00,506 : INFO : EPOCH 7 - PROGRESS: at 17.13% examples, 732027 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:01,509 : INFO : EPOCH 7 - PROGRESS: at 17.46% examples, 732398 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:02,525 : INFO : EPOCH 7 - PROGRESS: at 17.80% examples, 732445 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:03,549 : INFO : EPOCH 7 - PROGRESS: at 18.15% examples, 732407 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:04,549 : INFO : EPOCH 7 - PROGRESS: at 18.53% examples, 732693 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:05,555 : INFO : EPOCH 7 - PROGRESS: at 18.88% examples, 732552 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:06,559 : INFO : EPOCH 7 - PROGRESS: at 19.24% examples, 732635 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:07,578 : INFO : EPOCH 7 - PROGRESS: at 19.57% examples, 732553 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:08,584 : INFO : EPOCH 7 - PROGRESS: at 19.94% examples, 732589 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:09,595 : INFO : EPOCH 7 - PROGRESS: at 20.29% examples, 732791 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:10,603 : INFO : EPOCH 7 - PROGRESS: at 20.67% examples, 732689 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:11,612 : INFO : EPOCH 7 - PROGRESS: at 21.03% examples, 732736 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:12,617 : INFO : EPOCH 7 - PROGRESS: at 21.38% examples, 732863 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:13,623 : INFO : EPOCH 7 - PROGRESS: at 21.75% examples, 732823 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:55:14,629 : INFO : EPOCH 7 - PROGRESS: at 22.10% examples, 732955 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:55:15,640 : INFO : EPOCH 7 - PROGRESS: at 22.46% examples, 732770 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:16,653 : INFO : EPOCH 7 - PROGRESS: at 22.84% examples, 732730 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:55:17,653 : INFO : EPOCH 7 - PROGRESS: at 23.19% examples, 732763 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:18,667 : INFO : EPOCH 7 - PROGRESS: at 23.56% examples, 732730 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:19,668 : INFO : EPOCH 7 - PROGRESS: at 23.93% examples, 732646 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:20,673 : INFO : EPOCH 7 - PROGRESS: at 24.30% examples, 732541 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:21,676 : INFO : EPOCH 7 - PROGRESS: at 24.66% examples, 732558 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:22,677 : INFO : EPOCH 7 - PROGRESS: at 25.02% examples, 732560 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:23,680 : INFO : EPOCH 7 - PROGRESS: at 25.39% examples, 732488 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:24,682 : INFO : EPOCH 7 - PROGRESS: at 25.74% examples, 732444 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:55:25,684 : INFO : EPOCH 7 - PROGRESS: at 26.10% examples, 732583 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:26,705 : INFO : EPOCH 7 - PROGRESS: at 26.47% examples, 732193 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:27,712 : INFO : EPOCH 7 - PROGRESS: at 26.82% examples, 732240 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:28,718 : INFO : EPOCH 7 - PROGRESS: at 27.18% examples, 732158 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:29,738 : INFO : EPOCH 7 - PROGRESS: at 27.56% examples, 731979 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:30,751 : INFO : EPOCH 7 - PROGRESS: at 27.92% examples, 732003 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:31,757 : INFO : EPOCH 7 - PROGRESS: at 28.32% examples, 731916 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:32,766 : INFO : EPOCH 7 - PROGRESS: at 28.67% examples, 731897 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:33,768 : INFO : EPOCH 7 - PROGRESS: at 29.02% examples, 731909 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:34,782 : INFO : EPOCH 7 - PROGRESS: at 29.38% examples, 731950 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:35,803 : INFO : EPOCH 7 - PROGRESS: at 29.77% examples, 732010 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:36,809 : INFO : EPOCH 7 - PROGRESS: at 30.15% examples, 731971 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:37,812 : INFO : EPOCH 7 - PROGRESS: at 30.50% examples, 732249 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:38,815 : INFO : EPOCH 7 - PROGRESS: at 30.87% examples, 732067 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:39,835 : INFO : EPOCH 7 - PROGRESS: at 31.22% examples, 731566 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:40,837 : INFO : EPOCH 7 - PROGRESS: at 31.57% examples, 731288 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:41,839 : INFO : EPOCH 7 - PROGRESS: at 31.92% examples, 730803 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:42,856 : INFO : EPOCH 7 - PROGRESS: at 32.20% examples, 729304 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:43,857 : INFO : EPOCH 7 - PROGRESS: at 32.53% examples, 728583 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:44,858 : INFO : EPOCH 7 - PROGRESS: at 32.89% examples, 728592 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:45,862 : INFO : EPOCH 7 - PROGRESS: at 33.25% examples, 728672 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:46,870 : INFO : EPOCH 7 - PROGRESS: at 33.60% examples, 728626 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:47,875 : INFO : EPOCH 7 - PROGRESS: at 33.98% examples, 728834 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:48,890 : INFO : EPOCH 7 - PROGRESS: at 34.34% examples, 728655 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:49,895 : INFO : EPOCH 7 - PROGRESS: at 34.71% examples, 728799 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:50,900 : INFO : EPOCH 7 - PROGRESS: at 35.07% examples, 728795 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:51,903 : INFO : EPOCH 7 - PROGRESS: at 35.45% examples, 728940 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:55:52,911 : INFO : EPOCH 7 - PROGRESS: at 35.82% examples, 728991 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:53,913 : INFO : EPOCH 7 - PROGRESS: at 36.18% examples, 729018 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:54,919 : INFO : EPOCH 7 - PROGRESS: at 36.51% examples, 729173 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:55,930 : INFO : EPOCH 7 - PROGRESS: at 36.86% examples, 729263 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:56,932 : INFO : EPOCH 7 - PROGRESS: at 37.21% examples, 729414 words/s, in_qsize 7, out_qsize 1
2020-07-24 10:55:57,934 : INFO : EPOCH 7 - PROGRESS: at 37.56% examples, 729515 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:58,937 : INFO : EPOCH 7 - PROGRESS: at 37.90% examples, 729572 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:55:59,948 : INFO : EPOCH 7 - PROGRESS: at 38.27% examples, 729678 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:00,952 : INFO : EPOCH 7 - PROGRESS: at 38.65% examples, 729643 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:01,955 : INFO : EPOCH 7 - PROGRESS: at 39.04% examples, 729689 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:02,962 : INFO : EPOCH 7 - PROGRESS: at 39.37% examples, 729781 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:03,966 : INFO : EPOCH 7 - PROGRESS: at 39.73% examples, 729779 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:04,986 : INFO : EPOCH 7 - PROGRESS: at 40.13% examples, 729769 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:05,996 : INFO : EPOCH 7 - PROGRESS: at 40.50% examples, 729836 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:06,997 : INFO : EPOCH 7 - PROGRESS: at 40.85% examples, 729879 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:56:08,004 : INFO : EPOCH 7 - PROGRESS: at 41.23% examples, 730021 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:09,011 : INFO : EPOCH 7 - PROGRESS: at 41.57% examples, 730109 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:10,033 : INFO : EPOCH 7 - PROGRESS: at 41.95% examples, 730078 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:56:11,047 : INFO : EPOCH 7 - PROGRESS: at 42.32% examples, 730141 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:12,053 : INFO : EPOCH 7 - PROGRESS: at 42.67% examples, 730195 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:13,058 : INFO : EPOCH 7 - PROGRESS: at 43.02% examples, 730308 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:14,077 : INFO : EPOCH 7 - PROGRESS: at 43.36% examples, 730222 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:15,077 : INFO : EPOCH 7 - PROGRESS: at 43.74% examples, 730369 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:16,090 : INFO : EPOCH 7 - PROGRESS: at 44.11% examples, 730347 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:17,104 : INFO : EPOCH 7 - PROGRESS: at 44.47% examples, 730402 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:18,111 : INFO : EPOCH 7 - PROGRESS: at 44.82% examples, 730438 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:19,122 : INFO : EPOCH 7 - PROGRESS: at 45.17% examples, 730453 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:20,127 : INFO : EPOCH 7 - PROGRESS: at 45.52% examples, 730543 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:21,128 : INFO : EPOCH 7 - PROGRESS: at 45.87% examples, 730555 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:22,138 : INFO : EPOCH 7 - PROGRESS: at 46.24% examples, 730556 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:23,141 : INFO : EPOCH 7 - PROGRESS: at 46.58% examples, 730659 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:24,148 : INFO : EPOCH 7 - PROGRESS: at 46.95% examples, 730669 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:56:25,164 : INFO : EPOCH 7 - PROGRESS: at 47.31% examples, 730582 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:26,181 : INFO : EPOCH 7 - PROGRESS: at 47.68% examples, 730601 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:27,189 : INFO : EPOCH 7 - PROGRESS: at 48.08% examples, 730606 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:28,198 : INFO : EPOCH 7 - PROGRESS: at 48.44% examples, 730551 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:29,200 : INFO : EPOCH 7 - PROGRESS: at 48.78% examples, 730695 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:30,206 : INFO : EPOCH 7 - PROGRESS: at 49.11% examples, 730646 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:31,211 : INFO : EPOCH 7 - PROGRESS: at 49.46% examples, 730708 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:56:32,215 : INFO : EPOCH 7 - PROGRESS: at 49.82% examples, 730761 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:56:33,225 : INFO : EPOCH 7 - PROGRESS: at 50.15% examples, 730751 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:34,229 : INFO : EPOCH 7 - PROGRESS: at 50.50% examples, 730798 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:35,236 : INFO : EPOCH 7 - PROGRESS: at 50.88% examples, 730771 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:36,237 : INFO : EPOCH 7 - PROGRESS: at 51.23% examples, 730816 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:37,243 : INFO : EPOCH 7 - PROGRESS: at 51.56% examples, 730850 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:38,244 : INFO : EPOCH 7 - PROGRESS: at 51.92% examples, 730948 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:39,250 : INFO : EPOCH 7 - PROGRESS: at 52.25% examples, 730919 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:40,257 : INFO : EPOCH 7 - PROGRESS: at 52.60% examples, 730852 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:56:41,259 : INFO : EPOCH 7 - PROGRESS: at 52.97% examples, 730860 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:42,273 : INFO : EPOCH 7 - PROGRESS: at 53.35% examples, 730893 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:43,277 : INFO : EPOCH 7 - PROGRESS: at 53.69% examples, 730975 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:44,279 : INFO : EPOCH 7 - PROGRESS: at 54.03% examples, 730996 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:45,290 : INFO : EPOCH 7 - PROGRESS: at 54.38% examples, 730924 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:46,292 : INFO : EPOCH 7 - PROGRESS: at 54.74% examples, 730950 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:47,298 : INFO : EPOCH 7 - PROGRESS: at 55.08% examples, 730999 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:48,298 : INFO : EPOCH 7 - PROGRESS: at 55.44% examples, 731053 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:49,317 : INFO : EPOCH 7 - PROGRESS: at 55.79% examples, 731016 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:50,318 : INFO : EPOCH 7 - PROGRESS: at 56.15% examples, 730966 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:51,322 : INFO : EPOCH 7 - PROGRESS: at 56.51% examples, 730955 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:52,333 : INFO : EPOCH 7 - PROGRESS: at 56.89% examples, 730960 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:53,337 : INFO : EPOCH 7 - PROGRESS: at 57.24% examples, 730899 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:54,353 : INFO : EPOCH 7 - PROGRESS: at 57.58% examples, 730883 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:55,353 : INFO : EPOCH 7 - PROGRESS: at 57.95% examples, 730908 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:56,373 : INFO : EPOCH 7 - PROGRESS: at 58.32% examples, 730886 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:57,390 : INFO : EPOCH 7 - PROGRESS: at 58.68% examples, 730940 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:56:58,397 : INFO : EPOCH 7 - PROGRESS: at 59.03% examples, 730964 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:56:59,400 : INFO : EPOCH 7 - PROGRESS: at 59.40% examples, 730953 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:00,406 : INFO : EPOCH 7 - PROGRESS: at 59.79% examples, 730880 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:01,407 : INFO : EPOCH 7 - PROGRESS: at 60.14% examples, 730928 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:02,412 : INFO : EPOCH 7 - PROGRESS: at 60.51% examples, 730911 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:03,417 : INFO : EPOCH 7 - PROGRESS: at 60.86% examples, 730932 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:04,417 : INFO : EPOCH 7 - PROGRESS: at 61.23% examples, 730947 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:05,419 : INFO : EPOCH 7 - PROGRESS: at 61.56% examples, 730947 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:06,422 : INFO : EPOCH 7 - PROGRESS: at 61.91% examples, 730941 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:57:07,425 : INFO : EPOCH 7 - PROGRESS: at 62.28% examples, 730982 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:08,447 : INFO : EPOCH 7 - PROGRESS: at 62.65% examples, 730977 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:09,450 : INFO : EPOCH 7 - PROGRESS: at 63.01% examples, 731042 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:57:10,452 : INFO : EPOCH 7 - PROGRESS: at 63.38% examples, 731071 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:11,459 : INFO : EPOCH 7 - PROGRESS: at 63.73% examples, 731044 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:12,461 : INFO : EPOCH 7 - PROGRESS: at 64.10% examples, 731090 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:13,482 : INFO : EPOCH 7 - PROGRESS: at 64.41% examples, 731011 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:14,483 : INFO : EPOCH 7 - PROGRESS: at 64.74% examples, 731062 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:15,487 : INFO : EPOCH 7 - PROGRESS: at 65.10% examples, 731027 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:16,491 : INFO : EPOCH 7 - PROGRESS: at 65.46% examples, 731067 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:17,494 : INFO : EPOCH 7 - PROGRESS: at 65.80% examples, 731015 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:18,497 : INFO : EPOCH 7 - PROGRESS: at 66.16% examples, 731005 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:19,504 : INFO : EPOCH 7 - PROGRESS: at 66.50% examples, 731045 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:20,506 : INFO : EPOCH 7 - PROGRESS: at 66.87% examples, 731092 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:21,521 : INFO : EPOCH 7 - PROGRESS: at 67.23% examples, 731120 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:22,529 : INFO : EPOCH 7 - PROGRESS: at 67.60% examples, 731124 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:23,541 : INFO : EPOCH 7 - PROGRESS: at 67.94% examples, 731194 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:24,545 : INFO : EPOCH 7 - PROGRESS: at 68.29% examples, 731223 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:25,546 : INFO : EPOCH 7 - PROGRESS: at 68.65% examples, 731242 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:26,553 : INFO : EPOCH 7 - PROGRESS: at 68.99% examples, 731233 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:27,554 : INFO : EPOCH 7 - PROGRESS: at 69.34% examples, 731320 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:57:28,560 : INFO : EPOCH 7 - PROGRESS: at 69.69% examples, 731325 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:57:29,578 : INFO : EPOCH 7 - PROGRESS: at 70.08% examples, 731229 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:30,582 : INFO : EPOCH 7 - PROGRESS: at 70.44% examples, 731238 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:31,585 : INFO : EPOCH 7 - PROGRESS: at 70.79% examples, 731287 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:32,586 : INFO : EPOCH 7 - PROGRESS: at 71.16% examples, 731310 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:33,605 : INFO : EPOCH 7 - PROGRESS: at 71.53% examples, 731266 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:34,609 : INFO : EPOCH 7 - PROGRESS: at 71.88% examples, 731316 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:57:35,611 : INFO : EPOCH 7 - PROGRESS: at 72.24% examples, 731323 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:36,627 : INFO : EPOCH 7 - PROGRESS: at 72.57% examples, 731344 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:37,631 : INFO : EPOCH 7 - PROGRESS: at 72.92% examples, 731379 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:38,637 : INFO : EPOCH 7 - PROGRESS: at 73.27% examples, 731379 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:39,640 : INFO : EPOCH 7 - PROGRESS: at 73.61% examples, 731396 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:40,640 : INFO : EPOCH 7 - PROGRESS: at 73.97% examples, 731406 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:41,642 : INFO : EPOCH 7 - PROGRESS: at 74.35% examples, 731382 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:42,644 : INFO : EPOCH 7 - PROGRESS: at 74.70% examples, 731433 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:43,650 : INFO : EPOCH 7 - PROGRESS: at 75.06% examples, 731458 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:44,664 : INFO : EPOCH 7 - PROGRESS: at 75.44% examples, 731440 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:57:45,682 : INFO : EPOCH 7 - PROGRESS: at 75.79% examples, 731424 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:46,695 : INFO : EPOCH 7 - PROGRESS: at 76.14% examples, 731446 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:47,698 : INFO : EPOCH 7 - PROGRESS: at 76.49% examples, 731492 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:48,703 : INFO : EPOCH 7 - PROGRESS: at 76.85% examples, 731525 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:49,704 : INFO : EPOCH 7 - PROGRESS: at 77.20% examples, 731523 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:50,710 : INFO : EPOCH 7 - PROGRESS: at 77.55% examples, 731545 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:51,725 : INFO : EPOCH 7 - PROGRESS: at 77.90% examples, 731557 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:52,728 : INFO : EPOCH 7 - PROGRESS: at 78.25% examples, 731621 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:53,735 : INFO : EPOCH 7 - PROGRESS: at 78.57% examples, 731679 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:54,743 : INFO : EPOCH 7 - PROGRESS: at 78.93% examples, 731662 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:55,763 : INFO : EPOCH 7 - PROGRESS: at 79.28% examples, 731659 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:56,766 : INFO : EPOCH 7 - PROGRESS: at 79.65% examples, 731645 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:57,771 : INFO : EPOCH 7 - PROGRESS: at 80.02% examples, 731684 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:57:58,773 : INFO : EPOCH 7 - PROGRESS: at 80.37% examples, 731616 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:57:59,782 : INFO : EPOCH 7 - PROGRESS: at 80.70% examples, 731666 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:58:00,787 : INFO : EPOCH 7 - PROGRESS: at 81.04% examples, 731689 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:01,811 : INFO : EPOCH 7 - PROGRESS: at 81.37% examples, 731674 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:02,813 : INFO : EPOCH 7 - PROGRESS: at 81.75% examples, 731689 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:03,814 : INFO : EPOCH 7 - PROGRESS: at 82.12% examples, 731693 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:58:04,819 : INFO : EPOCH 7 - PROGRESS: at 82.46% examples, 731711 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:05,823 : INFO : EPOCH 7 - PROGRESS: at 82.84% examples, 731673 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:06,839 : INFO : EPOCH 7 - PROGRESS: at 83.18% examples, 731699 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:07,848 : INFO : EPOCH 7 - PROGRESS: at 83.53% examples, 731679 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:08,850 : INFO : EPOCH 7 - PROGRESS: at 83.90% examples, 731682 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:09,869 : INFO : EPOCH 7 - PROGRESS: at 84.24% examples, 731707 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:58:10,879 : INFO : EPOCH 7 - PROGRESS: at 84.60% examples, 731677 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:11,890 : INFO : EPOCH 7 - PROGRESS: at 84.95% examples, 731683 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:12,903 : INFO : EPOCH 7 - PROGRESS: at 85.30% examples, 731696 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:13,907 : INFO : EPOCH 7 - PROGRESS: at 85.65% examples, 731693 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:14,924 : INFO : EPOCH 7 - PROGRESS: at 85.99% examples, 731685 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:58:15,927 : INFO : EPOCH 7 - PROGRESS: at 86.35% examples, 731706 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:16,932 : INFO : EPOCH 7 - PROGRESS: at 86.71% examples, 731682 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:58:17,937 : INFO : EPOCH 7 - PROGRESS: at 87.04% examples, 731751 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:18,944 : INFO : EPOCH 7 - PROGRESS: at 87.39% examples, 731675 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:58:19,949 : INFO : EPOCH 7 - PROGRESS: at 87.73% examples, 731584 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:20,962 : INFO : EPOCH 7 - PROGRESS: at 88.10% examples, 731395 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:21,963 : INFO : EPOCH 7 - PROGRESS: at 88.46% examples, 731248 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:58:22,967 : INFO : EPOCH 7 - PROGRESS: at 88.76% examples, 730752 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:23,971 : INFO : EPOCH 7 - PROGRESS: at 89.07% examples, 730482 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:24,975 : INFO : EPOCH 7 - PROGRESS: at 89.46% examples, 730444 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:26,003 : INFO : EPOCH 7 - PROGRESS: at 89.84% examples, 730374 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:27,013 : INFO : EPOCH 7 - PROGRESS: at 90.19% examples, 730401 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:28,028 : INFO : EPOCH 7 - PROGRESS: at 90.54% examples, 730386 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:58:29,033 : INFO : EPOCH 7 - PROGRESS: at 90.88% examples, 730389 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:30,038 : INFO : EPOCH 7 - PROGRESS: at 91.23% examples, 730391 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:31,038 : INFO : EPOCH 7 - PROGRESS: at 91.62% examples, 730393 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:58:32,042 : INFO : EPOCH 7 - PROGRESS: at 91.98% examples, 730402 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:33,044 : INFO : EPOCH 7 - PROGRESS: at 92.33% examples, 730451 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:58:34,053 : INFO : EPOCH 7 - PROGRESS: at 92.66% examples, 730434 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:35,062 : INFO : EPOCH 7 - PROGRESS: at 93.00% examples, 730464 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:36,065 : INFO : EPOCH 7 - PROGRESS: at 93.34% examples, 730482 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:37,068 : INFO : EPOCH 7 - PROGRESS: at 93.70% examples, 730495 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:38,079 : INFO : EPOCH 7 - PROGRESS: at 94.05% examples, 730490 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:39,096 : INFO : EPOCH 7 - PROGRESS: at 94.40% examples, 730477 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:40,097 : INFO : EPOCH 7 - PROGRESS: at 94.74% examples, 730508 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:41,098 : INFO : EPOCH 7 - PROGRESS: at 95.10% examples, 730512 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:58:42,115 : INFO : EPOCH 7 - PROGRESS: at 95.46% examples, 730531 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:43,120 : INFO : EPOCH 7 - PROGRESS: at 95.83% examples, 730553 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:44,133 : INFO : EPOCH 7 - PROGRESS: at 96.18% examples, 730548 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:45,142 : INFO : EPOCH 7 - PROGRESS: at 96.52% examples, 730606 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:46,152 : INFO : EPOCH 7 - PROGRESS: at 96.87% examples, 730601 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:47,165 : INFO : EPOCH 7 - PROGRESS: at 97.21% examples, 730615 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:48,169 : INFO : EPOCH 7 - PROGRESS: at 97.56% examples, 730636 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:49,190 : INFO : EPOCH 7 - PROGRESS: at 97.93% examples, 730614 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:50,198 : INFO : EPOCH 7 - PROGRESS: at 98.28% examples, 730619 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:51,208 : INFO : EPOCH 7 - PROGRESS: at 98.65% examples, 730666 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:52,212 : INFO : EPOCH 7 - PROGRESS: at 98.99% examples, 730715 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:53,218 : INFO : EPOCH 7 - PROGRESS: at 99.36% examples, 730710 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:54,230 : INFO : EPOCH 7 - PROGRESS: at 99.73% examples, 730658 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:54,945 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 10:58:54,953 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 10:58:54,954 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 10:58:54,954 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 10:58:54,955 : INFO : EPOCH - 7 : training on 265921901 raw words (206696156 effective words) took 282.9s, 730717 effective words/s
2020-07-24 10:58:55,975 : INFO : EPOCH 8 - PROGRESS: at 0.36% examples, 708450 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:56,979 : INFO : EPOCH 8 - PROGRESS: at 0.70% examples, 721314 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:57,979 : INFO : EPOCH 8 - PROGRESS: at 1.06% examples, 727987 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:58:58,982 : INFO : EPOCH 8 - PROGRESS: at 1.41% examples, 727176 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:00,000 : INFO : EPOCH 8 - PROGRESS: at 1.77% examples, 728901 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:01,008 : INFO : EPOCH 8 - PROGRESS: at 2.13% examples, 730674 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:02,008 : INFO : EPOCH 8 - PROGRESS: at 2.50% examples, 729648 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:03,010 : INFO : EPOCH 8 - PROGRESS: at 2.86% examples, 730849 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:04,025 : INFO : EPOCH 8 - PROGRESS: at 3.23% examples, 730774 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:59:05,036 : INFO : EPOCH 8 - PROGRESS: at 3.57% examples, 730769 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:06,046 : INFO : EPOCH 8 - PROGRESS: at 3.93% examples, 731098 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:07,063 : INFO : EPOCH 8 - PROGRESS: at 4.26% examples, 731325 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:08,065 : INFO : EPOCH 8 - PROGRESS: at 4.62% examples, 732080 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:09,065 : INFO : EPOCH 8 - PROGRESS: at 4.97% examples, 731938 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:10,076 : INFO : EPOCH 8 - PROGRESS: at 5.33% examples, 731584 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:11,078 : INFO : EPOCH 8 - PROGRESS: at 5.68% examples, 732414 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:12,078 : INFO : EPOCH 8 - PROGRESS: at 6.05% examples, 732135 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:13,080 : INFO : EPOCH 8 - PROGRESS: at 6.42% examples, 731258 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:14,080 : INFO : EPOCH 8 - PROGRESS: at 6.75% examples, 731591 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:15,099 : INFO : EPOCH 8 - PROGRESS: at 7.09% examples, 731788 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:59:16,110 : INFO : EPOCH 8 - PROGRESS: at 7.45% examples, 731842 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:17,119 : INFO : EPOCH 8 - PROGRESS: at 7.78% examples, 732230 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:18,122 : INFO : EPOCH 8 - PROGRESS: at 8.15% examples, 732591 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:19,123 : INFO : EPOCH 8 - PROGRESS: at 8.51% examples, 732242 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:20,125 : INFO : EPOCH 8 - PROGRESS: at 8.88% examples, 732396 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:21,137 : INFO : EPOCH 8 - PROGRESS: at 9.24% examples, 731678 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:22,146 : INFO : EPOCH 8 - PROGRESS: at 9.60% examples, 731899 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:23,153 : INFO : EPOCH 8 - PROGRESS: at 9.94% examples, 731862 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:59:24,156 : INFO : EPOCH 8 - PROGRESS: at 10.29% examples, 732185 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:25,168 : INFO : EPOCH 8 - PROGRESS: at 10.63% examples, 731878 words/s, in_qsize 7, out_qsize 1
2020-07-24 10:59:26,181 : INFO : EPOCH 8 - PROGRESS: at 11.00% examples, 731703 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:27,183 : INFO : EPOCH 8 - PROGRESS: at 11.37% examples, 731527 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:28,188 : INFO : EPOCH 8 - PROGRESS: at 11.71% examples, 731396 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:29,194 : INFO : EPOCH 8 - PROGRESS: at 12.08% examples, 731373 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:30,219 : INFO : EPOCH 8 - PROGRESS: at 12.46% examples, 731198 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:31,239 : INFO : EPOCH 8 - PROGRESS: at 12.80% examples, 731198 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:32,251 : INFO : EPOCH 8 - PROGRESS: at 13.17% examples, 731108 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:59:33,253 : INFO : EPOCH 8 - PROGRESS: at 13.52% examples, 731293 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:34,263 : INFO : EPOCH 8 - PROGRESS: at 13.87% examples, 731193 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:35,266 : INFO : EPOCH 8 - PROGRESS: at 14.22% examples, 731289 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:36,271 : INFO : EPOCH 8 - PROGRESS: at 14.56% examples, 731249 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:37,277 : INFO : EPOCH 8 - PROGRESS: at 14.93% examples, 731456 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:38,292 : INFO : EPOCH 8 - PROGRESS: at 15.30% examples, 731217 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:39,295 : INFO : EPOCH 8 - PROGRESS: at 15.64% examples, 731474 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:40,297 : INFO : EPOCH 8 - PROGRESS: at 16.00% examples, 731505 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:41,302 : INFO : EPOCH 8 - PROGRESS: at 16.37% examples, 731522 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:42,323 : INFO : EPOCH 8 - PROGRESS: at 16.72% examples, 731455 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:43,332 : INFO : EPOCH 8 - PROGRESS: at 17.09% examples, 731530 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:44,332 : INFO : EPOCH 8 - PROGRESS: at 17.42% examples, 731789 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:45,333 : INFO : EPOCH 8 - PROGRESS: at 17.75% examples, 731709 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:46,340 : INFO : EPOCH 8 - PROGRESS: at 18.11% examples, 731727 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:47,344 : INFO : EPOCH 8 - PROGRESS: at 18.48% examples, 731862 words/s, in_qsize 8, out_qsize 0
2020-07-24 10:59:48,349 : INFO : EPOCH 8 - PROGRESS: at 18.84% examples, 731910 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:49,372 : INFO : EPOCH 8 - PROGRESS: at 19.20% examples, 731938 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:50,372 : INFO : EPOCH 8 - PROGRESS: at 19.54% examples, 732201 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:51,376 : INFO : EPOCH 8 - PROGRESS: at 19.90% examples, 732167 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:52,378 : INFO : EPOCH 8 - PROGRESS: at 20.25% examples, 732163 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:53,391 : INFO : EPOCH 8 - PROGRESS: at 20.61% examples, 732129 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:54,395 : INFO : EPOCH 8 - PROGRESS: at 20.98% examples, 732287 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:55,399 : INFO : EPOCH 8 - PROGRESS: at 21.33% examples, 732279 words/s, in_qsize 6, out_qsize 1
2020-07-24 10:59:56,411 : INFO : EPOCH 8 - PROGRESS: at 21.70% examples, 732354 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:57,414 : INFO : EPOCH 8 - PROGRESS: at 22.05% examples, 732520 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:58,417 : INFO : EPOCH 8 - PROGRESS: at 22.41% examples, 732543 words/s, in_qsize 7, out_qsize 0
2020-07-24 10:59:59,420 : INFO : EPOCH 8 - PROGRESS: at 22.78% examples, 732217 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:00,427 : INFO : EPOCH 8 - PROGRESS: at 23.13% examples, 732157 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:01,441 : INFO : EPOCH 8 - PROGRESS: at 23.48% examples, 731942 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:02,454 : INFO : EPOCH 8 - PROGRESS: at 23.88% examples, 731999 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:03,464 : INFO : EPOCH 8 - PROGRESS: at 24.25% examples, 731909 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:04,468 : INFO : EPOCH 8 - PROGRESS: at 24.61% examples, 731918 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:05,470 : INFO : EPOCH 8 - PROGRESS: at 24.96% examples, 732036 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:06,471 : INFO : EPOCH 8 - PROGRESS: at 25.34% examples, 731825 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:07,474 : INFO : EPOCH 8 - PROGRESS: at 25.69% examples, 731876 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:00:08,477 : INFO : EPOCH 8 - PROGRESS: at 26.06% examples, 731968 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:09,487 : INFO : EPOCH 8 - PROGRESS: at 26.43% examples, 731963 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:10,487 : INFO : EPOCH 8 - PROGRESS: at 26.78% examples, 731944 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:11,491 : INFO : EPOCH 8 - PROGRESS: at 27.15% examples, 732054 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:12,502 : INFO : EPOCH 8 - PROGRESS: at 27.51% examples, 731885 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:13,502 : INFO : EPOCH 8 - PROGRESS: at 27.87% examples, 731907 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:14,505 : INFO : EPOCH 8 - PROGRESS: at 28.26% examples, 731812 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:15,505 : INFO : EPOCH 8 - PROGRESS: at 28.62% examples, 731862 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:16,509 : INFO : EPOCH 8 - PROGRESS: at 28.98% examples, 732014 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:17,510 : INFO : EPOCH 8 - PROGRESS: at 29.33% examples, 731932 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:18,518 : INFO : EPOCH 8 - PROGRESS: at 29.71% examples, 732102 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:19,523 : INFO : EPOCH 8 - PROGRESS: at 30.09% examples, 732075 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:20,527 : INFO : EPOCH 8 - PROGRESS: at 30.44% examples, 732249 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:21,532 : INFO : EPOCH 8 - PROGRESS: at 30.83% examples, 732261 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:22,554 : INFO : EPOCH 8 - PROGRESS: at 31.18% examples, 732211 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:23,568 : INFO : EPOCH 8 - PROGRESS: at 31.55% examples, 732013 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:24,570 : INFO : EPOCH 8 - PROGRESS: at 31.92% examples, 732059 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:25,575 : INFO : EPOCH 8 - PROGRESS: at 32.27% examples, 731972 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:26,579 : INFO : EPOCH 8 - PROGRESS: at 32.63% examples, 732046 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:00:27,580 : INFO : EPOCH 8 - PROGRESS: at 32.99% examples, 732046 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:00:28,595 : INFO : EPOCH 8 - PROGRESS: at 33.34% examples, 732007 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:29,604 : INFO : EPOCH 8 - PROGRESS: at 33.71% examples, 731924 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:30,614 : INFO : EPOCH 8 - PROGRESS: at 34.07% examples, 731978 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:31,627 : INFO : EPOCH 8 - PROGRESS: at 34.44% examples, 731869 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:32,649 : INFO : EPOCH 8 - PROGRESS: at 34.81% examples, 731916 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:33,650 : INFO : EPOCH 8 - PROGRESS: at 35.18% examples, 731986 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:34,664 : INFO : EPOCH 8 - PROGRESS: at 35.55% examples, 731917 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:00:35,673 : INFO : EPOCH 8 - PROGRESS: at 35.92% examples, 731917 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:00:36,675 : INFO : EPOCH 8 - PROGRESS: at 36.27% examples, 731892 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:37,686 : INFO : EPOCH 8 - PROGRESS: at 36.61% examples, 732009 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:38,689 : INFO : EPOCH 8 - PROGRESS: at 36.96% examples, 732037 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:00:39,693 : INFO : EPOCH 8 - PROGRESS: at 37.30% examples, 732115 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:40,695 : INFO : EPOCH 8 - PROGRESS: at 37.65% examples, 732218 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:41,695 : INFO : EPOCH 8 - PROGRESS: at 38.00% examples, 732260 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:42,698 : INFO : EPOCH 8 - PROGRESS: at 38.39% examples, 732282 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:43,715 : INFO : EPOCH 8 - PROGRESS: at 38.76% examples, 732279 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:44,741 : INFO : EPOCH 8 - PROGRESS: at 39.14% examples, 732100 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:45,744 : INFO : EPOCH 8 - PROGRESS: at 39.47% examples, 732173 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:46,758 : INFO : EPOCH 8 - PROGRESS: at 39.84% examples, 732095 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:47,761 : INFO : EPOCH 8 - PROGRESS: at 40.23% examples, 732058 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:48,762 : INFO : EPOCH 8 - PROGRESS: at 40.59% examples, 732256 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:49,769 : INFO : EPOCH 8 - PROGRESS: at 40.95% examples, 732122 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:50,776 : INFO : EPOCH 8 - PROGRESS: at 41.31% examples, 732178 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:51,781 : INFO : EPOCH 8 - PROGRESS: at 41.65% examples, 732192 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:52,788 : INFO : EPOCH 8 - PROGRESS: at 42.03% examples, 732202 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:53,798 : INFO : EPOCH 8 - PROGRESS: at 42.38% examples, 732130 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:54,809 : INFO : EPOCH 8 - PROGRESS: at 42.74% examples, 732153 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:55,821 : INFO : EPOCH 8 - PROGRESS: at 43.08% examples, 732298 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:56,821 : INFO : EPOCH 8 - PROGRESS: at 43.45% examples, 732300 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:57,829 : INFO : EPOCH 8 - PROGRESS: at 43.82% examples, 732340 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:58,855 : INFO : EPOCH 8 - PROGRESS: at 44.19% examples, 732160 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:00:59,866 : INFO : EPOCH 8 - PROGRESS: at 44.52% examples, 731933 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:00,871 : INFO : EPOCH 8 - PROGRESS: at 44.85% examples, 731708 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:01,875 : INFO : EPOCH 8 - PROGRESS: at 45.18% examples, 731393 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:02,900 : INFO : EPOCH 8 - PROGRESS: at 45.48% examples, 730311 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:03,901 : INFO : EPOCH 8 - PROGRESS: at 45.80% examples, 729847 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:04,910 : INFO : EPOCH 8 - PROGRESS: at 46.16% examples, 729818 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:05,913 : INFO : EPOCH 8 - PROGRESS: at 46.49% examples, 729868 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:06,916 : INFO : EPOCH 8 - PROGRESS: at 46.86% examples, 729831 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:07,918 : INFO : EPOCH 8 - PROGRESS: at 47.22% examples, 729957 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:08,919 : INFO : EPOCH 8 - PROGRESS: at 47.61% examples, 729967 words/s, in_qsize 6, out_qsize 0
2020-07-24 11:01:09,924 : INFO : EPOCH 8 - PROGRESS: at 47.98% examples, 729943 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:10,930 : INFO : EPOCH 8 - PROGRESS: at 48.35% examples, 729857 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:11,931 : INFO : EPOCH 8 - PROGRESS: at 48.70% examples, 730012 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:12,954 : INFO : EPOCH 8 - PROGRESS: at 49.02% examples, 729941 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:13,961 : INFO : EPOCH 8 - PROGRESS: at 49.37% examples, 730078 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:14,968 : INFO : EPOCH 8 - PROGRESS: at 49.73% examples, 730086 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:15,977 : INFO : EPOCH 8 - PROGRESS: at 50.06% examples, 730155 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:16,978 : INFO : EPOCH 8 - PROGRESS: at 50.41% examples, 730240 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:17,986 : INFO : EPOCH 8 - PROGRESS: at 50.79% examples, 730217 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:18,988 : INFO : EPOCH 8 - PROGRESS: at 51.15% examples, 730227 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:19,989 : INFO : EPOCH 8 - PROGRESS: at 51.47% examples, 730284 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:01:20,992 : INFO : EPOCH 8 - PROGRESS: at 51.83% examples, 730275 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:21,996 : INFO : EPOCH 8 - PROGRESS: at 52.18% examples, 730331 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:01:23,000 : INFO : EPOCH 8 - PROGRESS: at 52.54% examples, 730347 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:24,005 : INFO : EPOCH 8 - PROGRESS: at 52.90% examples, 730350 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:25,008 : INFO : EPOCH 8 - PROGRESS: at 53.25% examples, 730388 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:26,011 : INFO : EPOCH 8 - PROGRESS: at 53.60% examples, 730359 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:27,017 : INFO : EPOCH 8 - PROGRESS: at 53.94% examples, 730389 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:28,030 : INFO : EPOCH 8 - PROGRESS: at 54.27% examples, 730386 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:29,035 : INFO : EPOCH 8 - PROGRESS: at 54.64% examples, 730362 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:30,037 : INFO : EPOCH 8 - PROGRESS: at 55.00% examples, 730408 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:31,040 : INFO : EPOCH 8 - PROGRESS: at 55.33% examples, 730436 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:32,040 : INFO : EPOCH 8 - PROGRESS: at 55.70% examples, 730405 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:01:33,050 : INFO : EPOCH 8 - PROGRESS: at 56.06% examples, 730393 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:34,068 : INFO : EPOCH 8 - PROGRESS: at 56.42% examples, 730378 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:35,073 : INFO : EPOCH 8 - PROGRESS: at 56.78% examples, 730367 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:36,078 : INFO : EPOCH 8 - PROGRESS: at 57.15% examples, 730381 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:37,086 : INFO : EPOCH 8 - PROGRESS: at 57.50% examples, 730380 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:38,104 : INFO : EPOCH 8 - PROGRESS: at 57.86% examples, 730415 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:39,105 : INFO : EPOCH 8 - PROGRESS: at 58.23% examples, 730406 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:40,110 : INFO : EPOCH 8 - PROGRESS: at 58.59% examples, 730398 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:01:41,128 : INFO : EPOCH 8 - PROGRESS: at 58.93% examples, 730395 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:01:42,129 : INFO : EPOCH 8 - PROGRESS: at 59.30% examples, 730391 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:43,134 : INFO : EPOCH 8 - PROGRESS: at 59.68% examples, 730342 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:44,137 : INFO : EPOCH 8 - PROGRESS: at 60.03% examples, 730322 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:45,139 : INFO : EPOCH 8 - PROGRESS: at 60.39% examples, 730398 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:01:46,140 : INFO : EPOCH 8 - PROGRESS: at 60.75% examples, 730427 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:47,146 : INFO : EPOCH 8 - PROGRESS: at 61.12% examples, 730407 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:48,161 : INFO : EPOCH 8 - PROGRESS: at 61.47% examples, 730371 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:49,162 : INFO : EPOCH 8 - PROGRESS: at 61.81% examples, 730442 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:50,166 : INFO : EPOCH 8 - PROGRESS: at 62.19% examples, 730423 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:51,176 : INFO : EPOCH 8 - PROGRESS: at 62.54% examples, 730392 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:52,185 : INFO : EPOCH 8 - PROGRESS: at 62.91% examples, 730437 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:53,187 : INFO : EPOCH 8 - PROGRESS: at 63.27% examples, 730379 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:54,194 : INFO : EPOCH 8 - PROGRESS: at 63.63% examples, 730401 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:55,207 : INFO : EPOCH 8 - PROGRESS: at 63.99% examples, 730479 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:56,208 : INFO : EPOCH 8 - PROGRESS: at 64.32% examples, 730488 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:57,211 : INFO : EPOCH 8 - PROGRESS: at 64.66% examples, 730480 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:58,220 : INFO : EPOCH 8 - PROGRESS: at 65.01% examples, 730488 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:01:59,225 : INFO : EPOCH 8 - PROGRESS: at 65.36% examples, 730511 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:00,231 : INFO : EPOCH 8 - PROGRESS: at 65.71% examples, 730485 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:01,239 : INFO : EPOCH 8 - PROGRESS: at 66.06% examples, 730450 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:02:02,247 : INFO : EPOCH 8 - PROGRESS: at 66.41% examples, 730472 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:03,252 : INFO : EPOCH 8 - PROGRESS: at 66.77% examples, 730526 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:04,254 : INFO : EPOCH 8 - PROGRESS: at 67.13% examples, 730517 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:05,255 : INFO : EPOCH 8 - PROGRESS: at 67.49% examples, 730546 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:02:06,257 : INFO : EPOCH 8 - PROGRESS: at 67.83% examples, 730570 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:02:07,268 : INFO : EPOCH 8 - PROGRESS: at 68.20% examples, 730526 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:08,274 : INFO : EPOCH 8 - PROGRESS: at 68.52% examples, 730560 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:09,287 : INFO : EPOCH 8 - PROGRESS: at 68.88% examples, 730555 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:10,292 : INFO : EPOCH 8 - PROGRESS: at 69.22% examples, 730599 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:11,296 : INFO : EPOCH 8 - PROGRESS: at 69.57% examples, 730646 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:12,302 : INFO : EPOCH 8 - PROGRESS: at 69.96% examples, 730659 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:02:13,321 : INFO : EPOCH 8 - PROGRESS: at 70.33% examples, 730570 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:14,341 : INFO : EPOCH 8 - PROGRESS: at 70.67% examples, 730594 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:15,344 : INFO : EPOCH 8 - PROGRESS: at 71.05% examples, 730602 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:16,345 : INFO : EPOCH 8 - PROGRESS: at 71.42% examples, 730591 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:17,350 : INFO : EPOCH 8 - PROGRESS: at 71.77% examples, 730631 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:02:18,356 : INFO : EPOCH 8 - PROGRESS: at 72.13% examples, 730660 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:19,374 : INFO : EPOCH 8 - PROGRESS: at 72.46% examples, 730673 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:20,386 : INFO : EPOCH 8 - PROGRESS: at 72.82% examples, 730679 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:21,395 : INFO : EPOCH 8 - PROGRESS: at 73.17% examples, 730694 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:22,395 : INFO : EPOCH 8 - PROGRESS: at 73.51% examples, 730759 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:23,396 : INFO : EPOCH 8 - PROGRESS: at 73.88% examples, 730813 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:02:24,403 : INFO : EPOCH 8 - PROGRESS: at 74.24% examples, 730795 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:25,407 : INFO : EPOCH 8 - PROGRESS: at 74.59% examples, 730797 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:26,424 : INFO : EPOCH 8 - PROGRESS: at 74.96% examples, 730767 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:27,431 : INFO : EPOCH 8 - PROGRESS: at 75.31% examples, 730811 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:28,438 : INFO : EPOCH 8 - PROGRESS: at 75.69% examples, 730786 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:02:29,443 : INFO : EPOCH 8 - PROGRESS: at 76.04% examples, 730849 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:30,447 : INFO : EPOCH 8 - PROGRESS: at 76.39% examples, 730867 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:31,454 : INFO : EPOCH 8 - PROGRESS: at 76.73% examples, 730891 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:32,468 : INFO : EPOCH 8 - PROGRESS: at 77.09% examples, 730909 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:33,481 : INFO : EPOCH 8 - PROGRESS: at 77.47% examples, 730921 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:34,488 : INFO : EPOCH 8 - PROGRESS: at 77.80% examples, 730969 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:35,501 : INFO : EPOCH 8 - PROGRESS: at 78.14% examples, 730951 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:36,506 : INFO : EPOCH 8 - PROGRESS: at 78.48% examples, 730968 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:37,508 : INFO : EPOCH 8 - PROGRESS: at 78.82% examples, 730985 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:38,514 : INFO : EPOCH 8 - PROGRESS: at 79.16% examples, 731003 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:39,533 : INFO : EPOCH 8 - PROGRESS: at 79.55% examples, 731014 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:40,547 : INFO : EPOCH 8 - PROGRESS: at 79.91% examples, 731011 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:41,553 : INFO : EPOCH 8 - PROGRESS: at 80.27% examples, 730997 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:42,563 : INFO : EPOCH 8 - PROGRESS: at 80.60% examples, 731058 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:43,580 : INFO : EPOCH 8 - PROGRESS: at 80.95% examples, 731095 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:44,590 : INFO : EPOCH 8 - PROGRESS: at 81.29% examples, 731151 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:45,591 : INFO : EPOCH 8 - PROGRESS: at 81.64% examples, 731149 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:46,593 : INFO : EPOCH 8 - PROGRESS: at 82.01% examples, 731174 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:47,601 : INFO : EPOCH 8 - PROGRESS: at 82.37% examples, 731144 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:48,616 : INFO : EPOCH 8 - PROGRESS: at 82.76% examples, 731152 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:02:49,628 : INFO : EPOCH 8 - PROGRESS: at 83.09% examples, 731223 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:50,641 : INFO : EPOCH 8 - PROGRESS: at 83.45% examples, 731184 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:51,665 : INFO : EPOCH 8 - PROGRESS: at 83.82% examples, 731195 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:52,690 : INFO : EPOCH 8 - PROGRESS: at 84.17% examples, 731199 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:53,710 : INFO : EPOCH 8 - PROGRESS: at 84.53% examples, 731164 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:54,715 : INFO : EPOCH 8 - PROGRESS: at 84.89% examples, 731211 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:02:55,715 : INFO : EPOCH 8 - PROGRESS: at 85.22% examples, 731236 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:56,732 : INFO : EPOCH 8 - PROGRESS: at 85.58% examples, 731161 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:57,740 : INFO : EPOCH 8 - PROGRESS: at 85.92% examples, 731200 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:58,760 : INFO : EPOCH 8 - PROGRESS: at 86.27% examples, 731175 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:02:59,763 : INFO : EPOCH 8 - PROGRESS: at 86.63% examples, 731216 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:00,775 : INFO : EPOCH 8 - PROGRESS: at 86.98% examples, 731203 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:01,781 : INFO : EPOCH 8 - PROGRESS: at 87.33% examples, 731195 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:02,788 : INFO : EPOCH 8 - PROGRESS: at 87.67% examples, 731226 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:03,788 : INFO : EPOCH 8 - PROGRESS: at 88.06% examples, 731165 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:04,790 : INFO : EPOCH 8 - PROGRESS: at 88.43% examples, 731129 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:05,801 : INFO : EPOCH 8 - PROGRESS: at 88.79% examples, 731129 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:06,805 : INFO : EPOCH 8 - PROGRESS: at 89.14% examples, 731139 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:07,813 : INFO : EPOCH 8 - PROGRESS: at 89.53% examples, 731131 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:08,813 : INFO : EPOCH 8 - PROGRESS: at 89.90% examples, 731133 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:09,820 : INFO : EPOCH 8 - PROGRESS: at 90.26% examples, 731130 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:10,825 : INFO : EPOCH 8 - PROGRESS: at 90.59% examples, 731122 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:03:11,828 : INFO : EPOCH 8 - PROGRESS: at 90.95% examples, 731131 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:12,838 : INFO : EPOCH 8 - PROGRESS: at 91.31% examples, 731156 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:13,853 : INFO : EPOCH 8 - PROGRESS: at 91.70% examples, 731158 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:14,860 : INFO : EPOCH 8 - PROGRESS: at 92.06% examples, 731173 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:15,876 : INFO : EPOCH 8 - PROGRESS: at 92.40% examples, 731199 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:16,877 : INFO : EPOCH 8 - PROGRESS: at 92.74% examples, 731279 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:17,884 : INFO : EPOCH 8 - PROGRESS: at 93.08% examples, 731274 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:18,893 : INFO : EPOCH 8 - PROGRESS: at 93.43% examples, 731283 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:19,898 : INFO : EPOCH 8 - PROGRESS: at 93.79% examples, 731286 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:20,900 : INFO : EPOCH 8 - PROGRESS: at 94.14% examples, 731319 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:21,901 : INFO : EPOCH 8 - PROGRESS: at 94.48% examples, 731342 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:22,908 : INFO : EPOCH 8 - PROGRESS: at 94.83% examples, 731333 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:23,910 : INFO : EPOCH 8 - PROGRESS: at 95.19% examples, 731320 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:03:24,924 : INFO : EPOCH 8 - PROGRESS: at 95.55% examples, 731389 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:25,929 : INFO : EPOCH 8 - PROGRESS: at 95.91% examples, 731375 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:26,931 : INFO : EPOCH 8 - PROGRESS: at 96.25% examples, 731377 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:27,933 : INFO : EPOCH 8 - PROGRESS: at 96.60% examples, 731399 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:28,934 : INFO : EPOCH 8 - PROGRESS: at 96.96% examples, 731421 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:29,947 : INFO : EPOCH 8 - PROGRESS: at 97.28% examples, 731430 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:30,957 : INFO : EPOCH 8 - PROGRESS: at 97.63% examples, 731465 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:31,972 : INFO : EPOCH 8 - PROGRESS: at 98.01% examples, 731414 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:32,996 : INFO : EPOCH 8 - PROGRESS: at 98.37% examples, 731463 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:33,999 : INFO : EPOCH 8 - PROGRESS: at 98.73% examples, 731491 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:35,000 : INFO : EPOCH 8 - PROGRESS: at 99.08% examples, 731487 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:36,016 : INFO : EPOCH 8 - PROGRESS: at 99.45% examples, 731522 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:37,022 : INFO : EPOCH 8 - PROGRESS: at 99.82% examples, 731529 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:37,478 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 11:03:37,488 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 11:03:37,489 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 11:03:37,490 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 11:03:37,490 : INFO : EPOCH - 8 : training on 265921901 raw words (206692863 effective words) took 282.5s, 731578 effective words/s
2020-07-24 11:03:38,502 : INFO : EPOCH 9 - PROGRESS: at 0.36% examples, 709298 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:03:39,504 : INFO : EPOCH 9 - PROGRESS: at 0.68% examples, 700933 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:40,511 : INFO : EPOCH 9 - PROGRESS: at 1.03% examples, 703647 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:41,516 : INFO : EPOCH 9 - PROGRESS: at 1.35% examples, 702677 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:42,520 : INFO : EPOCH 9 - PROGRESS: at 1.68% examples, 696624 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:43,543 : INFO : EPOCH 9 - PROGRESS: at 1.97% examples, 678534 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:44,551 : INFO : EPOCH 9 - PROGRESS: at 2.33% examples, 683981 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:45,561 : INFO : EPOCH 9 - PROGRESS: at 2.69% examples, 690105 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:46,562 : INFO : EPOCH 9 - PROGRESS: at 3.06% examples, 695099 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:47,562 : INFO : EPOCH 9 - PROGRESS: at 3.41% examples, 698597 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:48,562 : INFO : EPOCH 9 - PROGRESS: at 3.76% examples, 701068 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:49,564 : INFO : EPOCH 9 - PROGRESS: at 4.10% examples, 703893 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:50,574 : INFO : EPOCH 9 - PROGRESS: at 4.45% examples, 705372 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:51,578 : INFO : EPOCH 9 - PROGRESS: at 4.80% examples, 707354 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:52,579 : INFO : EPOCH 9 - PROGRESS: at 5.15% examples, 708736 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:53,583 : INFO : EPOCH 9 - PROGRESS: at 5.49% examples, 709766 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:54,596 : INFO : EPOCH 9 - PROGRESS: at 5.85% examples, 711099 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:55,605 : INFO : EPOCH 9 - PROGRESS: at 6.23% examples, 711964 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:56,609 : INFO : EPOCH 9 - PROGRESS: at 6.59% examples, 712654 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:57,639 : INFO : EPOCH 9 - PROGRESS: at 6.92% examples, 713841 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:03:58,646 : INFO : EPOCH 9 - PROGRESS: at 7.27% examples, 715201 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:03:59,647 : INFO : EPOCH 9 - PROGRESS: at 7.63% examples, 716598 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:04:00,666 : INFO : EPOCH 9 - PROGRESS: at 7.98% examples, 717154 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:01,674 : INFO : EPOCH 9 - PROGRESS: at 8.35% examples, 717595 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:02,684 : INFO : EPOCH 9 - PROGRESS: at 8.69% examples, 718818 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:03,684 : INFO : EPOCH 9 - PROGRESS: at 9.08% examples, 718774 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:04:04,695 : INFO : EPOCH 9 - PROGRESS: at 9.45% examples, 719040 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:05,696 : INFO : EPOCH 9 - PROGRESS: at 9.78% examples, 719755 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:06,701 : INFO : EPOCH 9 - PROGRESS: at 10.13% examples, 720503 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:07,701 : INFO : EPOCH 9 - PROGRESS: at 10.48% examples, 720913 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:08,702 : INFO : EPOCH 9 - PROGRESS: at 10.83% examples, 721236 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:09,704 : INFO : EPOCH 9 - PROGRESS: at 11.21% examples, 721393 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:10,711 : INFO : EPOCH 9 - PROGRESS: at 11.55% examples, 721642 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:11,736 : INFO : EPOCH 9 - PROGRESS: at 11.92% examples, 721703 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:12,743 : INFO : EPOCH 9 - PROGRESS: at 12.29% examples, 722057 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:13,758 : INFO : EPOCH 9 - PROGRESS: at 12.65% examples, 722405 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:14,772 : INFO : EPOCH 9 - PROGRESS: at 13.01% examples, 722861 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:15,776 : INFO : EPOCH 9 - PROGRESS: at 13.37% examples, 722971 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:16,785 : INFO : EPOCH 9 - PROGRESS: at 13.72% examples, 723427 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:17,795 : INFO : EPOCH 9 - PROGRESS: at 14.07% examples, 723413 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:18,801 : INFO : EPOCH 9 - PROGRESS: at 14.41% examples, 723641 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:19,801 : INFO : EPOCH 9 - PROGRESS: at 14.76% examples, 724013 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:20,802 : INFO : EPOCH 9 - PROGRESS: at 15.14% examples, 724014 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:21,803 : INFO : EPOCH 9 - PROGRESS: at 15.47% examples, 724284 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:22,810 : INFO : EPOCH 9 - PROGRESS: at 15.85% examples, 724545 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:23,817 : INFO : EPOCH 9 - PROGRESS: at 16.21% examples, 725095 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:24,819 : INFO : EPOCH 9 - PROGRESS: at 16.56% examples, 725311 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:25,820 : INFO : EPOCH 9 - PROGRESS: at 16.94% examples, 725424 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:26,832 : INFO : EPOCH 9 - PROGRESS: at 17.26% examples, 725736 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:27,835 : INFO : EPOCH 9 - PROGRESS: at 17.60% examples, 725896 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:28,836 : INFO : EPOCH 9 - PROGRESS: at 17.95% examples, 726018 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:29,858 : INFO : EPOCH 9 - PROGRESS: at 18.32% examples, 726220 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:30,863 : INFO : EPOCH 9 - PROGRESS: at 18.68% examples, 726255 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:31,865 : INFO : EPOCH 9 - PROGRESS: at 19.05% examples, 726443 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:32,874 : INFO : EPOCH 9 - PROGRESS: at 19.38% examples, 726414 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:33,890 : INFO : EPOCH 9 - PROGRESS: at 19.74% examples, 726761 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:34,893 : INFO : EPOCH 9 - PROGRESS: at 20.10% examples, 726967 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:04:35,902 : INFO : EPOCH 9 - PROGRESS: at 20.45% examples, 726936 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:36,908 : INFO : EPOCH 9 - PROGRESS: at 20.83% examples, 726987 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:37,916 : INFO : EPOCH 9 - PROGRESS: at 21.18% examples, 727192 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:38,926 : INFO : EPOCH 9 - PROGRESS: at 21.54% examples, 727192 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:39,937 : INFO : EPOCH 9 - PROGRESS: at 21.90% examples, 727532 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:40,948 : INFO : EPOCH 9 - PROGRESS: at 22.26% examples, 727740 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:41,948 : INFO : EPOCH 9 - PROGRESS: at 22.64% examples, 727881 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:42,964 : INFO : EPOCH 9 - PROGRESS: at 23.00% examples, 727748 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:43,969 : INFO : EPOCH 9 - PROGRESS: at 23.35% examples, 727913 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:44,979 : INFO : EPOCH 9 - PROGRESS: at 23.72% examples, 727897 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:04:45,981 : INFO : EPOCH 9 - PROGRESS: at 24.10% examples, 727910 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:46,987 : INFO : EPOCH 9 - PROGRESS: at 24.48% examples, 727944 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:47,993 : INFO : EPOCH 9 - PROGRESS: at 24.83% examples, 728009 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:48,994 : INFO : EPOCH 9 - PROGRESS: at 25.20% examples, 728275 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:50,010 : INFO : EPOCH 9 - PROGRESS: at 25.56% examples, 728136 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:51,017 : INFO : EPOCH 9 - PROGRESS: at 25.92% examples, 728252 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:52,026 : INFO : EPOCH 9 - PROGRESS: at 26.29% examples, 728221 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:04:53,036 : INFO : EPOCH 9 - PROGRESS: at 26.64% examples, 728343 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:54,037 : INFO : EPOCH 9 - PROGRESS: at 27.01% examples, 728326 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:55,045 : INFO : EPOCH 9 - PROGRESS: at 27.37% examples, 728379 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:56,057 : INFO : EPOCH 9 - PROGRESS: at 27.74% examples, 728472 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:57,077 : INFO : EPOCH 9 - PROGRESS: at 28.11% examples, 728490 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:04:58,101 : INFO : EPOCH 9 - PROGRESS: at 28.51% examples, 728397 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:04:59,104 : INFO : EPOCH 9 - PROGRESS: at 28.88% examples, 728585 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:05:00,110 : INFO : EPOCH 9 - PROGRESS: at 29.22% examples, 728709 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:01,113 : INFO : EPOCH 9 - PROGRESS: at 29.58% examples, 728795 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:02,133 : INFO : EPOCH 9 - PROGRESS: at 29.98% examples, 728815 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:03,140 : INFO : EPOCH 9 - PROGRESS: at 30.34% examples, 728996 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:04,145 : INFO : EPOCH 9 - PROGRESS: at 30.71% examples, 729002 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:05,151 : INFO : EPOCH 9 - PROGRESS: at 31.07% examples, 729112 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:06,156 : INFO : EPOCH 9 - PROGRESS: at 31.44% examples, 729092 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:07,162 : INFO : EPOCH 9 - PROGRESS: at 31.82% examples, 729193 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:08,163 : INFO : EPOCH 9 - PROGRESS: at 32.16% examples, 729235 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:09,168 : INFO : EPOCH 9 - PROGRESS: at 32.52% examples, 729224 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:10,173 : INFO : EPOCH 9 - PROGRESS: at 32.89% examples, 729261 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:11,179 : INFO : EPOCH 9 - PROGRESS: at 33.25% examples, 729329 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:12,188 : INFO : EPOCH 9 - PROGRESS: at 33.60% examples, 729312 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:13,193 : INFO : EPOCH 9 - PROGRESS: at 33.98% examples, 729393 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:14,210 : INFO : EPOCH 9 - PROGRESS: at 34.34% examples, 729341 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:15,220 : INFO : EPOCH 9 - PROGRESS: at 34.71% examples, 729443 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:16,225 : INFO : EPOCH 9 - PROGRESS: at 35.09% examples, 729612 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:17,230 : INFO : EPOCH 9 - PROGRESS: at 35.45% examples, 729540 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:18,235 : INFO : EPOCH 9 - PROGRESS: at 35.83% examples, 729679 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:19,236 : INFO : EPOCH 9 - PROGRESS: at 36.18% examples, 729643 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:20,243 : INFO : EPOCH 9 - PROGRESS: at 36.51% examples, 729708 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:21,248 : INFO : EPOCH 9 - PROGRESS: at 36.86% examples, 729830 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:22,255 : INFO : EPOCH 9 - PROGRESS: at 37.21% examples, 729946 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:23,255 : INFO : EPOCH 9 - PROGRESS: at 37.55% examples, 730036 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:24,270 : INFO : EPOCH 9 - PROGRESS: at 37.90% examples, 730081 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:25,273 : INFO : EPOCH 9 - PROGRESS: at 38.27% examples, 730057 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:26,282 : INFO : EPOCH 9 - PROGRESS: at 38.65% examples, 730088 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:27,283 : INFO : EPOCH 9 - PROGRESS: at 39.03% examples, 730077 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:28,296 : INFO : EPOCH 9 - PROGRESS: at 39.37% examples, 730260 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:29,303 : INFO : EPOCH 9 - PROGRESS: at 39.73% examples, 730237 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:30,333 : INFO : EPOCH 9 - PROGRESS: at 40.13% examples, 730162 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:31,343 : INFO : EPOCH 9 - PROGRESS: at 40.50% examples, 730220 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:32,348 : INFO : EPOCH 9 - PROGRESS: at 40.85% examples, 730228 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:33,349 : INFO : EPOCH 9 - PROGRESS: at 41.22% examples, 730219 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:34,357 : INFO : EPOCH 9 - PROGRESS: at 41.56% examples, 730326 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:35,360 : INFO : EPOCH 9 - PROGRESS: at 41.94% examples, 730289 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:36,362 : INFO : EPOCH 9 - PROGRESS: at 42.29% examples, 730362 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:37,365 : INFO : EPOCH 9 - PROGRESS: at 42.65% examples, 730450 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:38,365 : INFO : EPOCH 9 - PROGRESS: at 42.99% examples, 730500 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:39,370 : INFO : EPOCH 9 - PROGRESS: at 43.34% examples, 730470 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:40,385 : INFO : EPOCH 9 - PROGRESS: at 43.71% examples, 730514 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:41,386 : INFO : EPOCH 9 - PROGRESS: at 44.08% examples, 730510 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:42,391 : INFO : EPOCH 9 - PROGRESS: at 44.45% examples, 730476 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:43,391 : INFO : EPOCH 9 - PROGRESS: at 44.80% examples, 730612 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:44,392 : INFO : EPOCH 9 - PROGRESS: at 45.13% examples, 730668 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:45,393 : INFO : EPOCH 9 - PROGRESS: at 45.49% examples, 730712 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:46,399 : INFO : EPOCH 9 - PROGRESS: at 45.84% examples, 730727 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:47,401 : INFO : EPOCH 9 - PROGRESS: at 46.20% examples, 730719 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:48,403 : INFO : EPOCH 9 - PROGRESS: at 46.54% examples, 730779 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:05:49,427 : INFO : EPOCH 9 - PROGRESS: at 46.91% examples, 730690 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:50,458 : INFO : EPOCH 9 - PROGRESS: at 47.28% examples, 730670 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:51,480 : INFO : EPOCH 9 - PROGRESS: at 47.66% examples, 730744 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:52,487 : INFO : EPOCH 9 - PROGRESS: at 48.04% examples, 730803 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:53,494 : INFO : EPOCH 9 - PROGRESS: at 48.42% examples, 730693 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:05:54,514 : INFO : EPOCH 9 - PROGRESS: at 48.75% examples, 730724 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:55,532 : INFO : EPOCH 9 - PROGRESS: at 49.09% examples, 730805 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:56,540 : INFO : EPOCH 9 - PROGRESS: at 49.44% examples, 730822 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:57,548 : INFO : EPOCH 9 - PROGRESS: at 49.80% examples, 730900 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:58,551 : INFO : EPOCH 9 - PROGRESS: at 50.13% examples, 730959 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:05:59,554 : INFO : EPOCH 9 - PROGRESS: at 50.48% examples, 730943 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:00,558 : INFO : EPOCH 9 - PROGRESS: at 50.85% examples, 730940 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:01,566 : INFO : EPOCH 9 - PROGRESS: at 51.21% examples, 730974 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:02,581 : INFO : EPOCH 9 - PROGRESS: at 51.54% examples, 730979 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:03,593 : INFO : EPOCH 9 - PROGRESS: at 51.91% examples, 730986 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:04,593 : INFO : EPOCH 9 - PROGRESS: at 52.24% examples, 731017 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:05,622 : INFO : EPOCH 9 - PROGRESS: at 52.60% examples, 731034 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:06,624 : INFO : EPOCH 9 - PROGRESS: at 52.97% examples, 731043 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:07,625 : INFO : EPOCH 9 - PROGRESS: at 53.35% examples, 731097 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:08,630 : INFO : EPOCH 9 - PROGRESS: at 53.69% examples, 731073 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:06:09,639 : INFO : EPOCH 9 - PROGRESS: at 54.02% examples, 731103 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:10,643 : INFO : EPOCH 9 - PROGRESS: at 54.37% examples, 731066 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:11,646 : INFO : EPOCH 9 - PROGRESS: at 54.73% examples, 731121 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:12,652 : INFO : EPOCH 9 - PROGRESS: at 55.08% examples, 731185 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:13,665 : INFO : EPOCH 9 - PROGRESS: at 55.43% examples, 731131 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:14,671 : INFO : EPOCH 9 - PROGRESS: at 55.79% examples, 731206 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:15,672 : INFO : EPOCH 9 - PROGRESS: at 56.15% examples, 731253 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:16,678 : INFO : EPOCH 9 - PROGRESS: at 56.52% examples, 731252 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:06:17,680 : INFO : EPOCH 9 - PROGRESS: at 56.89% examples, 731264 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:18,682 : INFO : EPOCH 9 - PROGRESS: at 57.25% examples, 731217 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:19,693 : INFO : EPOCH 9 - PROGRESS: at 57.56% examples, 731009 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:20,698 : INFO : EPOCH 9 - PROGRESS: at 57.92% examples, 730801 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:21,703 : INFO : EPOCH 9 - PROGRESS: at 58.28% examples, 730594 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:22,709 : INFO : EPOCH 9 - PROGRESS: at 58.59% examples, 730059 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:23,719 : INFO : EPOCH 9 - PROGRESS: at 58.86% examples, 729323 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:24,721 : INFO : EPOCH 9 - PROGRESS: at 59.23% examples, 729351 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:25,739 : INFO : EPOCH 9 - PROGRESS: at 59.63% examples, 729311 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:26,747 : INFO : EPOCH 9 - PROGRESS: at 60.00% examples, 729395 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:27,756 : INFO : EPOCH 9 - PROGRESS: at 60.35% examples, 729479 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:06:28,760 : INFO : EPOCH 9 - PROGRESS: at 60.71% examples, 729597 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:29,761 : INFO : EPOCH 9 - PROGRESS: at 61.08% examples, 729572 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:30,773 : INFO : EPOCH 9 - PROGRESS: at 61.43% examples, 729563 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:06:31,774 : INFO : EPOCH 9 - PROGRESS: at 61.77% examples, 729537 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:32,780 : INFO : EPOCH 9 - PROGRESS: at 62.16% examples, 729620 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:33,787 : INFO : EPOCH 9 - PROGRESS: at 62.50% examples, 729595 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:34,792 : INFO : EPOCH 9 - PROGRESS: at 62.86% examples, 729620 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:35,795 : INFO : EPOCH 9 - PROGRESS: at 63.24% examples, 729646 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:36,805 : INFO : EPOCH 9 - PROGRESS: at 63.59% examples, 729612 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:37,808 : INFO : EPOCH 9 - PROGRESS: at 63.95% examples, 729710 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:38,810 : INFO : EPOCH 9 - PROGRESS: at 64.29% examples, 729733 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:39,820 : INFO : EPOCH 9 - PROGRESS: at 64.62% examples, 729744 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:40,827 : INFO : EPOCH 9 - PROGRESS: at 64.97% examples, 729829 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:41,827 : INFO : EPOCH 9 - PROGRESS: at 65.33% examples, 729815 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:06:42,839 : INFO : EPOCH 9 - PROGRESS: at 65.68% examples, 729834 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:43,846 : INFO : EPOCH 9 - PROGRESS: at 66.03% examples, 729860 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:44,855 : INFO : EPOCH 9 - PROGRESS: at 66.39% examples, 729901 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:45,870 : INFO : EPOCH 9 - PROGRESS: at 66.75% examples, 729939 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:46,883 : INFO : EPOCH 9 - PROGRESS: at 67.11% examples, 729985 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:06:47,884 : INFO : EPOCH 9 - PROGRESS: at 67.47% examples, 730015 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:48,891 : INFO : EPOCH 9 - PROGRESS: at 67.81% examples, 729956 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:49,893 : INFO : EPOCH 9 - PROGRESS: at 68.17% examples, 729965 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:50,900 : INFO : EPOCH 9 - PROGRESS: at 68.50% examples, 730015 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:51,906 : INFO : EPOCH 9 - PROGRESS: at 68.87% examples, 730054 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:52,910 : INFO : EPOCH 9 - PROGRESS: at 69.20% examples, 730016 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:53,916 : INFO : EPOCH 9 - PROGRESS: at 69.55% examples, 730049 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:54,921 : INFO : EPOCH 9 - PROGRESS: at 69.93% examples, 730074 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:55,929 : INFO : EPOCH 9 - PROGRESS: at 70.31% examples, 730052 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:56,940 : INFO : EPOCH 9 - PROGRESS: at 70.65% examples, 730082 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:57,951 : INFO : EPOCH 9 - PROGRESS: at 71.03% examples, 730056 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:58,957 : INFO : EPOCH 9 - PROGRESS: at 71.39% examples, 730064 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:06:59,960 : INFO : EPOCH 9 - PROGRESS: at 71.75% examples, 730068 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:00,966 : INFO : EPOCH 9 - PROGRESS: at 72.09% examples, 730070 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:01,975 : INFO : EPOCH 9 - PROGRESS: at 72.43% examples, 730142 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:02,982 : INFO : EPOCH 9 - PROGRESS: at 72.78% examples, 730103 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:03,984 : INFO : EPOCH 9 - PROGRESS: at 73.13% examples, 730126 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:04,992 : INFO : EPOCH 9 - PROGRESS: at 73.48% examples, 730179 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:06,009 : INFO : EPOCH 9 - PROGRESS: at 73.83% examples, 730172 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:07:07,016 : INFO : EPOCH 9 - PROGRESS: at 74.20% examples, 730165 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:08,019 : INFO : EPOCH 9 - PROGRESS: at 74.56% examples, 730164 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:09,022 : INFO : EPOCH 9 - PROGRESS: at 74.92% examples, 730175 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:10,026 : INFO : EPOCH 9 - PROGRESS: at 75.28% examples, 730228 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:11,033 : INFO : EPOCH 9 - PROGRESS: at 75.65% examples, 730186 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:12,045 : INFO : EPOCH 9 - PROGRESS: at 76.00% examples, 730190 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:13,048 : INFO : EPOCH 9 - PROGRESS: at 76.35% examples, 730272 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:14,064 : INFO : EPOCH 9 - PROGRESS: at 76.70% examples, 730293 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:15,069 : INFO : EPOCH 9 - PROGRESS: at 77.06% examples, 730365 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:16,077 : INFO : EPOCH 9 - PROGRESS: at 77.43% examples, 730383 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:17,092 : INFO : EPOCH 9 - PROGRESS: at 77.76% examples, 730400 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:18,111 : INFO : EPOCH 9 - PROGRESS: at 78.11% examples, 730422 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:19,118 : INFO : EPOCH 9 - PROGRESS: at 78.46% examples, 730480 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:20,127 : INFO : EPOCH 9 - PROGRESS: at 78.80% examples, 730499 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:21,133 : INFO : EPOCH 9 - PROGRESS: at 79.15% examples, 730543 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:22,150 : INFO : EPOCH 9 - PROGRESS: at 79.52% examples, 730515 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:23,155 : INFO : EPOCH 9 - PROGRESS: at 79.89% examples, 730502 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:24,176 : INFO : EPOCH 9 - PROGRESS: at 80.25% examples, 730500 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:25,179 : INFO : EPOCH 9 - PROGRESS: at 80.58% examples, 730531 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:26,187 : INFO : EPOCH 9 - PROGRESS: at 80.91% examples, 730607 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:27,209 : INFO : EPOCH 9 - PROGRESS: at 81.26% examples, 730615 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:28,228 : INFO : EPOCH 9 - PROGRESS: at 81.62% examples, 730665 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:29,233 : INFO : EPOCH 9 - PROGRESS: at 81.99% examples, 730706 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:30,241 : INFO : EPOCH 9 - PROGRESS: at 82.37% examples, 730733 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:31,248 : INFO : EPOCH 9 - PROGRESS: at 82.74% examples, 730712 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:32,252 : INFO : EPOCH 9 - PROGRESS: at 83.07% examples, 730728 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:33,257 : INFO : EPOCH 9 - PROGRESS: at 83.43% examples, 730755 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:34,268 : INFO : EPOCH 9 - PROGRESS: at 83.79% examples, 730736 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:35,285 : INFO : EPOCH 9 - PROGRESS: at 84.14% examples, 730741 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:36,292 : INFO : EPOCH 9 - PROGRESS: at 84.50% examples, 730727 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:37,304 : INFO : EPOCH 9 - PROGRESS: at 84.86% examples, 730718 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:38,311 : INFO : EPOCH 9 - PROGRESS: at 85.20% examples, 730747 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:07:39,318 : INFO : EPOCH 9 - PROGRESS: at 85.55% examples, 730737 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:40,329 : INFO : EPOCH 9 - PROGRESS: at 85.89% examples, 730785 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:41,333 : INFO : EPOCH 9 - PROGRESS: at 86.24% examples, 730807 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:42,340 : INFO : EPOCH 9 - PROGRESS: at 86.60% examples, 730776 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:43,354 : INFO : EPOCH 9 - PROGRESS: at 86.96% examples, 730805 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:44,356 : INFO : EPOCH 9 - PROGRESS: at 87.30% examples, 730794 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:45,369 : INFO : EPOCH 9 - PROGRESS: at 87.65% examples, 730837 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:46,374 : INFO : EPOCH 9 - PROGRESS: at 88.03% examples, 730853 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:47,386 : INFO : EPOCH 9 - PROGRESS: at 88.42% examples, 730820 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:48,388 : INFO : EPOCH 9 - PROGRESS: at 88.78% examples, 730812 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:49,392 : INFO : EPOCH 9 - PROGRESS: at 89.11% examples, 730776 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:07:50,413 : INFO : EPOCH 9 - PROGRESS: at 89.51% examples, 730778 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:51,413 : INFO : EPOCH 9 - PROGRESS: at 89.89% examples, 730791 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:52,414 : INFO : EPOCH 9 - PROGRESS: at 90.24% examples, 730789 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:53,430 : INFO : EPOCH 9 - PROGRESS: at 90.58% examples, 730789 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:54,432 : INFO : EPOCH 9 - PROGRESS: at 90.93% examples, 730787 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:55,449 : INFO : EPOCH 9 - PROGRESS: at 91.29% examples, 730812 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:56,455 : INFO : EPOCH 9 - PROGRESS: at 91.68% examples, 730786 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:57,463 : INFO : EPOCH 9 - PROGRESS: at 92.04% examples, 730852 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:58,466 : INFO : EPOCH 9 - PROGRESS: at 92.38% examples, 730856 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:07:59,473 : INFO : EPOCH 9 - PROGRESS: at 92.72% examples, 730864 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:00,478 : INFO : EPOCH 9 - PROGRESS: at 93.05% examples, 730869 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:08:01,481 : INFO : EPOCH 9 - PROGRESS: at 93.40% examples, 730914 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:02,482 : INFO : EPOCH 9 - PROGRESS: at 93.76% examples, 730887 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:03,493 : INFO : EPOCH 9 - PROGRESS: at 94.11% examples, 730922 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:08:04,500 : INFO : EPOCH 9 - PROGRESS: at 94.45% examples, 730900 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:05,501 : INFO : EPOCH 9 - PROGRESS: at 94.81% examples, 730986 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:08:06,524 : INFO : EPOCH 9 - PROGRESS: at 95.17% examples, 730958 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:07,540 : INFO : EPOCH 9 - PROGRESS: at 95.53% examples, 730976 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:08,544 : INFO : EPOCH 9 - PROGRESS: at 95.89% examples, 730979 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:08:09,546 : INFO : EPOCH 9 - PROGRESS: at 96.24% examples, 731019 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:10,547 : INFO : EPOCH 9 - PROGRESS: at 96.59% examples, 731050 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:11,558 : INFO : EPOCH 9 - PROGRESS: at 96.95% examples, 731060 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:08:12,564 : INFO : EPOCH 9 - PROGRESS: at 97.27% examples, 731089 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:08:13,564 : INFO : EPOCH 9 - PROGRESS: at 97.62% examples, 731162 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:14,580 : INFO : EPOCH 9 - PROGRESS: at 98.00% examples, 731182 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:08:15,590 : INFO : EPOCH 9 - PROGRESS: at 98.36% examples, 731186 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:16,597 : INFO : EPOCH 9 - PROGRESS: at 98.72% examples, 731206 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:17,605 : INFO : EPOCH 9 - PROGRESS: at 99.07% examples, 731208 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:18,627 : INFO : EPOCH 9 - PROGRESS: at 99.44% examples, 731174 words/s, in_qsize 8, out_qsize 1
2020-07-24 11:08:19,628 : INFO : EPOCH 9 - PROGRESS: at 99.80% examples, 731195 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:20,138 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 11:08:20,140 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 11:08:20,147 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 11:08:20,149 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 11:08:20,150 : INFO : EPOCH - 9 : training on 265921901 raw words (206688684 effective words) took 282.7s, 731239 effective words/s
2020-07-24 11:08:21,163 : INFO : EPOCH 10 - PROGRESS: at 0.36% examples, 707639 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:22,167 : INFO : EPOCH 10 - PROGRESS: at 0.70% examples, 719353 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:23,171 : INFO : EPOCH 10 - PROGRESS: at 1.05% examples, 720982 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:24,186 : INFO : EPOCH 10 - PROGRESS: at 1.41% examples, 723215 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:25,188 : INFO : EPOCH 10 - PROGRESS: at 1.76% examples, 725422 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:26,194 : INFO : EPOCH 10 - PROGRESS: at 2.12% examples, 727166 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:27,217 : INFO : EPOCH 10 - PROGRESS: at 2.49% examples, 726117 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:28,236 : INFO : EPOCH 10 - PROGRESS: at 2.86% examples, 726933 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:29,239 : INFO : EPOCH 10 - PROGRESS: at 3.23% examples, 728155 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:30,257 : INFO : EPOCH 10 - PROGRESS: at 3.56% examples, 727869 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:31,258 : INFO : EPOCH 10 - PROGRESS: at 3.93% examples, 728440 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:32,259 : INFO : EPOCH 10 - PROGRESS: at 4.25% examples, 728929 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:33,259 : INFO : EPOCH 10 - PROGRESS: at 4.61% examples, 728742 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:34,270 : INFO : EPOCH 10 - PROGRESS: at 4.96% examples, 728121 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:35,272 : INFO : EPOCH 10 - PROGRESS: at 5.32% examples, 728040 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:36,279 : INFO : EPOCH 10 - PROGRESS: at 5.65% examples, 728250 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:37,280 : INFO : EPOCH 10 - PROGRESS: at 6.01% examples, 728109 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:38,303 : INFO : EPOCH 10 - PROGRESS: at 6.39% examples, 727905 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:39,305 : INFO : EPOCH 10 - PROGRESS: at 6.73% examples, 728366 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:40,316 : INFO : EPOCH 10 - PROGRESS: at 7.06% examples, 728584 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:41,328 : INFO : EPOCH 10 - PROGRESS: at 7.42% examples, 728324 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:42,334 : INFO : EPOCH 10 - PROGRESS: at 7.75% examples, 728366 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:43,335 : INFO : EPOCH 10 - PROGRESS: at 8.11% examples, 728291 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:44,337 : INFO : EPOCH 10 - PROGRESS: at 8.47% examples, 727885 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:45,339 : INFO : EPOCH 10 - PROGRESS: at 8.83% examples, 727960 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:46,351 : INFO : EPOCH 10 - PROGRESS: at 9.20% examples, 727593 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:47,354 : INFO : EPOCH 10 - PROGRESS: at 9.54% examples, 727588 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:48,357 : INFO : EPOCH 10 - PROGRESS: at 9.89% examples, 727689 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:49,362 : INFO : EPOCH 10 - PROGRESS: at 10.22% examples, 727215 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:50,368 : INFO : EPOCH 10 - PROGRESS: at 10.56% examples, 727300 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:08:51,373 : INFO : EPOCH 10 - PROGRESS: at 10.93% examples, 727568 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:52,379 : INFO : EPOCH 10 - PROGRESS: at 11.31% examples, 727268 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:53,389 : INFO : EPOCH 10 - PROGRESS: at 11.65% examples, 727188 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:08:54,397 : INFO : EPOCH 10 - PROGRESS: at 12.02% examples, 727244 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:55,397 : INFO : EPOCH 10 - PROGRESS: at 12.38% examples, 727419 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:56,410 : INFO : EPOCH 10 - PROGRESS: at 12.73% examples, 727246 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:57,417 : INFO : EPOCH 10 - PROGRESS: at 13.09% examples, 727232 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:58,419 : INFO : EPOCH 10 - PROGRESS: at 13.44% examples, 727283 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:08:59,420 : INFO : EPOCH 10 - PROGRESS: at 13.77% examples, 726659 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:00,426 : INFO : EPOCH 10 - PROGRESS: at 14.11% examples, 725872 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:01,437 : INFO : EPOCH 10 - PROGRESS: at 14.44% examples, 725385 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:02,441 : INFO : EPOCH 10 - PROGRESS: at 14.75% examples, 723737 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:03,461 : INFO : EPOCH 10 - PROGRESS: at 15.06% examples, 720365 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:04,461 : INFO : EPOCH 10 - PROGRESS: at 15.41% examples, 720839 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:05,465 : INFO : EPOCH 10 - PROGRESS: at 15.77% examples, 720980 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:06,467 : INFO : EPOCH 10 - PROGRESS: at 16.11% examples, 721412 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:07,477 : INFO : EPOCH 10 - PROGRESS: at 16.49% examples, 721693 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:08,485 : INFO : EPOCH 10 - PROGRESS: at 16.85% examples, 722003 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:09,488 : INFO : EPOCH 10 - PROGRESS: at 17.21% examples, 722172 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:10,517 : INFO : EPOCH 10 - PROGRESS: at 17.53% examples, 722353 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:11,519 : INFO : EPOCH 10 - PROGRESS: at 17.88% examples, 722630 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:12,530 : INFO : EPOCH 10 - PROGRESS: at 18.24% examples, 722584 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:13,533 : INFO : EPOCH 10 - PROGRESS: at 18.60% examples, 722785 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:14,541 : INFO : EPOCH 10 - PROGRESS: at 18.97% examples, 723027 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:15,551 : INFO : EPOCH 10 - PROGRESS: at 19.31% examples, 723119 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:16,553 : INFO : EPOCH 10 - PROGRESS: at 19.65% examples, 723318 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:17,554 : INFO : EPOCH 10 - PROGRESS: at 20.00% examples, 723539 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:18,564 : INFO : EPOCH 10 - PROGRESS: at 20.37% examples, 723679 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:19,565 : INFO : EPOCH 10 - PROGRESS: at 20.73% examples, 723786 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:20,577 : INFO : EPOCH 10 - PROGRESS: at 21.09% examples, 723817 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:09:21,580 : INFO : EPOCH 10 - PROGRESS: at 21.44% examples, 723889 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:22,583 : INFO : EPOCH 10 - PROGRESS: at 21.81% examples, 724167 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:23,593 : INFO : EPOCH 10 - PROGRESS: at 22.15% examples, 724183 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:24,612 : INFO : EPOCH 10 - PROGRESS: at 22.52% examples, 724338 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:25,635 : INFO : EPOCH 10 - PROGRESS: at 22.88% examples, 724353 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:26,636 : INFO : EPOCH 10 - PROGRESS: at 23.25% examples, 724485 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:27,639 : INFO : EPOCH 10 - PROGRESS: at 23.61% examples, 724523 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:28,645 : INFO : EPOCH 10 - PROGRESS: at 23.98% examples, 724525 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:29,666 : INFO : EPOCH 10 - PROGRESS: at 24.37% examples, 724559 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:30,671 : INFO : EPOCH 10 - PROGRESS: at 24.72% examples, 724702 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:31,682 : INFO : EPOCH 10 - PROGRESS: at 25.09% examples, 724711 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:32,684 : INFO : EPOCH 10 - PROGRESS: at 25.45% examples, 724952 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:33,686 : INFO : EPOCH 10 - PROGRESS: at 25.80% examples, 724835 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:34,698 : INFO : EPOCH 10 - PROGRESS: at 26.17% examples, 724921 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:35,711 : INFO : EPOCH 10 - PROGRESS: at 26.53% examples, 724852 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:36,713 : INFO : EPOCH 10 - PROGRESS: at 26.89% examples, 725210 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:37,715 : INFO : EPOCH 10 - PROGRESS: at 27.25% examples, 725070 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:38,720 : INFO : EPOCH 10 - PROGRESS: at 27.62% examples, 725071 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:09:39,723 : INFO : EPOCH 10 - PROGRESS: at 27.98% examples, 725101 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:40,724 : INFO : EPOCH 10 - PROGRESS: at 28.37% examples, 725124 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:41,737 : INFO : EPOCH 10 - PROGRESS: at 28.73% examples, 725254 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:42,738 : INFO : EPOCH 10 - PROGRESS: at 29.09% examples, 725404 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:09:43,744 : INFO : EPOCH 10 - PROGRESS: at 29.44% examples, 725524 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:44,745 : INFO : EPOCH 10 - PROGRESS: at 29.82% examples, 725646 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:45,769 : INFO : EPOCH 10 - PROGRESS: at 30.20% examples, 725642 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:09:46,776 : INFO : EPOCH 10 - PROGRESS: at 30.55% examples, 725947 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:47,781 : INFO : EPOCH 10 - PROGRESS: at 30.93% examples, 726115 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:48,786 : INFO : EPOCH 10 - PROGRESS: at 31.30% examples, 726216 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:49,798 : INFO : EPOCH 10 - PROGRESS: at 31.67% examples, 726127 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:50,802 : INFO : EPOCH 10 - PROGRESS: at 32.02% examples, 726257 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:51,804 : INFO : EPOCH 10 - PROGRESS: at 32.39% examples, 726213 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:52,807 : INFO : EPOCH 10 - PROGRESS: at 32.74% examples, 726282 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:53,809 : INFO : EPOCH 10 - PROGRESS: at 33.10% examples, 726398 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:54,816 : INFO : EPOCH 10 - PROGRESS: at 33.45% examples, 726306 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:55,821 : INFO : EPOCH 10 - PROGRESS: at 33.81% examples, 726286 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:56,825 : INFO : EPOCH 10 - PROGRESS: at 34.17% examples, 726316 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:57,835 : INFO : EPOCH 10 - PROGRESS: at 34.55% examples, 726314 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:09:58,836 : INFO : EPOCH 10 - PROGRESS: at 34.90% examples, 726260 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:09:59,840 : INFO : EPOCH 10 - PROGRESS: at 35.27% examples, 726319 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:10:00,848 : INFO : EPOCH 10 - PROGRESS: at 35.64% examples, 726246 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:01,859 : INFO : EPOCH 10 - PROGRESS: at 36.01% examples, 726316 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:02,862 : INFO : EPOCH 10 - PROGRESS: at 36.36% examples, 726367 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:03,864 : INFO : EPOCH 10 - PROGRESS: at 36.68% examples, 726392 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:04,879 : INFO : EPOCH 10 - PROGRESS: at 37.02% examples, 726484 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:05,881 : INFO : EPOCH 10 - PROGRESS: at 37.37% examples, 726607 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:06,882 : INFO : EPOCH 10 - PROGRESS: at 37.72% examples, 726639 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:07,895 : INFO : EPOCH 10 - PROGRESS: at 38.07% examples, 726647 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:08,898 : INFO : EPOCH 10 - PROGRESS: at 38.44% examples, 726703 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:09,903 : INFO : EPOCH 10 - PROGRESS: at 38.82% examples, 726735 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:10,907 : INFO : EPOCH 10 - PROGRESS: at 39.20% examples, 726736 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:11,912 : INFO : EPOCH 10 - PROGRESS: at 39.52% examples, 726740 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:12,912 : INFO : EPOCH 10 - PROGRESS: at 39.89% examples, 726806 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:13,918 : INFO : EPOCH 10 - PROGRESS: at 40.28% examples, 726791 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:14,921 : INFO : EPOCH 10 - PROGRESS: at 40.63% examples, 726909 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:15,934 : INFO : EPOCH 10 - PROGRESS: at 41.00% examples, 726940 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:16,934 : INFO : EPOCH 10 - PROGRESS: at 41.35% examples, 726909 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:17,940 : INFO : EPOCH 10 - PROGRESS: at 41.70% examples, 726965 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:18,948 : INFO : EPOCH 10 - PROGRESS: at 42.08% examples, 727109 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:10:19,957 : INFO : EPOCH 10 - PROGRESS: at 42.44% examples, 726991 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:20,965 : INFO : EPOCH 10 - PROGRESS: at 42.78% examples, 727110 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:21,966 : INFO : EPOCH 10 - PROGRESS: at 43.12% examples, 727112 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:22,969 : INFO : EPOCH 10 - PROGRESS: at 43.48% examples, 727204 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:23,973 : INFO : EPOCH 10 - PROGRESS: at 43.83% examples, 727034 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:24,983 : INFO : EPOCH 10 - PROGRESS: at 44.21% examples, 726974 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:25,988 : INFO : EPOCH 10 - PROGRESS: at 44.56% examples, 727098 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:26,997 : INFO : EPOCH 10 - PROGRESS: at 44.90% examples, 727070 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:28,010 : INFO : EPOCH 10 - PROGRESS: at 45.26% examples, 726982 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:29,018 : INFO : EPOCH 10 - PROGRESS: at 45.59% examples, 727039 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:30,018 : INFO : EPOCH 10 - PROGRESS: at 45.96% examples, 727161 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:31,023 : INFO : EPOCH 10 - PROGRESS: at 46.32% examples, 727105 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:32,034 : INFO : EPOCH 10 - PROGRESS: at 46.66% examples, 727155 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:33,048 : INFO : EPOCH 10 - PROGRESS: at 47.01% examples, 727145 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:34,056 : INFO : EPOCH 10 - PROGRESS: at 47.38% examples, 727159 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:35,065 : INFO : EPOCH 10 - PROGRESS: at 47.77% examples, 727206 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:36,069 : INFO : EPOCH 10 - PROGRESS: at 48.14% examples, 727190 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:37,093 : INFO : EPOCH 10 - PROGRESS: at 48.50% examples, 727084 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:38,098 : INFO : EPOCH 10 - PROGRESS: at 48.83% examples, 727199 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:39,108 : INFO : EPOCH 10 - PROGRESS: at 49.17% examples, 727240 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:40,111 : INFO : EPOCH 10 - PROGRESS: at 49.53% examples, 727280 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:41,126 : INFO : EPOCH 10 - PROGRESS: at 49.87% examples, 727288 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:42,126 : INFO : EPOCH 10 - PROGRESS: at 50.21% examples, 727359 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:43,130 : INFO : EPOCH 10 - PROGRESS: at 50.56% examples, 727332 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:10:44,144 : INFO : EPOCH 10 - PROGRESS: at 50.93% examples, 727313 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:45,155 : INFO : EPOCH 10 - PROGRESS: at 51.29% examples, 727372 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:46,156 : INFO : EPOCH 10 - PROGRESS: at 51.62% examples, 727428 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:47,161 : INFO : EPOCH 10 - PROGRESS: at 51.97% examples, 727425 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:10:48,161 : INFO : EPOCH 10 - PROGRESS: at 52.31% examples, 727464 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:10:49,169 : INFO : EPOCH 10 - PROGRESS: at 52.65% examples, 727470 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:50,174 : INFO : EPOCH 10 - PROGRESS: at 53.02% examples, 727441 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:51,178 : INFO : EPOCH 10 - PROGRESS: at 53.40% examples, 727432 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:52,182 : INFO : EPOCH 10 - PROGRESS: at 53.72% examples, 727451 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:53,189 : INFO : EPOCH 10 - PROGRESS: at 54.07% examples, 727545 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:54,206 : INFO : EPOCH 10 - PROGRESS: at 54.43% examples, 727595 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:55,217 : INFO : EPOCH 10 - PROGRESS: at 54.78% examples, 727602 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:56,225 : INFO : EPOCH 10 - PROGRESS: at 55.14% examples, 727733 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:57,228 : INFO : EPOCH 10 - PROGRESS: at 55.49% examples, 727691 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:10:58,228 : INFO : EPOCH 10 - PROGRESS: at 55.84% examples, 727722 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:10:59,246 : INFO : EPOCH 10 - PROGRESS: at 56.20% examples, 727666 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:00,249 : INFO : EPOCH 10 - PROGRESS: at 56.55% examples, 727692 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:01,265 : INFO : EPOCH 10 - PROGRESS: at 56.94% examples, 727661 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:02,280 : INFO : EPOCH 10 - PROGRESS: at 57.29% examples, 727674 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:03,285 : INFO : EPOCH 10 - PROGRESS: at 57.64% examples, 727721 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:04,290 : INFO : EPOCH 10 - PROGRESS: at 58.01% examples, 727739 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:05,292 : INFO : EPOCH 10 - PROGRESS: at 58.37% examples, 727737 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:06,294 : INFO : EPOCH 10 - PROGRESS: at 58.72% examples, 727721 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:07,303 : INFO : EPOCH 10 - PROGRESS: at 59.06% examples, 727717 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:11:08,318 : INFO : EPOCH 10 - PROGRESS: at 59.43% examples, 727519 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:09,325 : INFO : EPOCH 10 - PROGRESS: at 59.78% examples, 727106 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:10,340 : INFO : EPOCH 10 - PROGRESS: at 60.10% examples, 726692 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:11,349 : INFO : EPOCH 10 - PROGRESS: at 60.42% examples, 726321 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:12,357 : INFO : EPOCH 10 - PROGRESS: at 60.74% examples, 726002 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:13,361 : INFO : EPOCH 10 - PROGRESS: at 61.08% examples, 725689 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:14,362 : INFO : EPOCH 10 - PROGRESS: at 61.40% examples, 725322 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:15,369 : INFO : EPOCH 10 - PROGRESS: at 61.72% examples, 724959 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:16,371 : INFO : EPOCH 10 - PROGRESS: at 62.05% examples, 724646 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:17,381 : INFO : EPOCH 10 - PROGRESS: at 62.37% examples, 724265 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:18,389 : INFO : EPOCH 10 - PROGRESS: at 62.70% examples, 723923 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:19,392 : INFO : EPOCH 10 - PROGRESS: at 63.03% examples, 723557 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:11:20,405 : INFO : EPOCH 10 - PROGRESS: at 63.36% examples, 723161 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:21,419 : INFO : EPOCH 10 - PROGRESS: at 63.68% examples, 722873 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:11:22,431 : INFO : EPOCH 10 - PROGRESS: at 64.01% examples, 722513 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:23,431 : INFO : EPOCH 10 - PROGRESS: at 64.31% examples, 722205 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:24,436 : INFO : EPOCH 10 - PROGRESS: at 64.62% examples, 721911 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:25,449 : INFO : EPOCH 10 - PROGRESS: at 64.93% examples, 721603 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:26,473 : INFO : EPOCH 10 - PROGRESS: at 65.26% examples, 721261 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:27,480 : INFO : EPOCH 10 - PROGRESS: at 65.58% examples, 720975 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:28,487 : INFO : EPOCH 10 - PROGRESS: at 65.90% examples, 720648 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:11:29,503 : INFO : EPOCH 10 - PROGRESS: at 66.22% examples, 720316 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:30,508 : INFO : EPOCH 10 - PROGRESS: at 66.53% examples, 720061 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:31,518 : INFO : EPOCH 10 - PROGRESS: at 66.85% examples, 719725 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:32,537 : INFO : EPOCH 10 - PROGRESS: at 67.19% examples, 719423 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:33,542 : INFO : EPOCH 10 - PROGRESS: at 67.51% examples, 719156 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:11:34,545 : INFO : EPOCH 10 - PROGRESS: at 67.83% examples, 718864 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:35,552 : INFO : EPOCH 10 - PROGRESS: at 68.16% examples, 718611 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:36,555 : INFO : EPOCH 10 - PROGRESS: at 68.46% examples, 718398 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:37,562 : INFO : EPOCH 10 - PROGRESS: at 68.80% examples, 718145 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:38,568 : INFO : EPOCH 10 - PROGRESS: at 69.09% examples, 717884 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:39,571 : INFO : EPOCH 10 - PROGRESS: at 69.39% examples, 717392 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:40,577 : INFO : EPOCH 10 - PROGRESS: at 69.70% examples, 716977 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:41,587 : INFO : EPOCH 10 - PROGRESS: at 70.04% examples, 716491 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:42,616 : INFO : EPOCH 10 - PROGRESS: at 70.33% examples, 715772 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:43,617 : INFO : EPOCH 10 - PROGRESS: at 70.61% examples, 715264 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:44,626 : INFO : EPOCH 10 - PROGRESS: at 70.98% examples, 715348 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:45,628 : INFO : EPOCH 10 - PROGRESS: at 71.35% examples, 715416 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:46,629 : INFO : EPOCH 10 - PROGRESS: at 71.70% examples, 715458 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:47,634 : INFO : EPOCH 10 - PROGRESS: at 72.05% examples, 715557 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:48,644 : INFO : EPOCH 10 - PROGRESS: at 72.39% examples, 715649 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:49,644 : INFO : EPOCH 10 - PROGRESS: at 72.74% examples, 715705 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:50,649 : INFO : EPOCH 10 - PROGRESS: at 73.08% examples, 715741 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:51,654 : INFO : EPOCH 10 - PROGRESS: at 73.43% examples, 715869 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:52,655 : INFO : EPOCH 10 - PROGRESS: at 73.78% examples, 716002 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:53,666 : INFO : EPOCH 10 - PROGRESS: at 74.14% examples, 716050 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:54,678 : INFO : EPOCH 10 - PROGRESS: at 74.52% examples, 716080 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:55,682 : INFO : EPOCH 10 - PROGRESS: at 74.86% examples, 716143 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:56,683 : INFO : EPOCH 10 - PROGRESS: at 75.22% examples, 716215 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:57,705 : INFO : EPOCH 10 - PROGRESS: at 75.61% examples, 716204 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:11:58,708 : INFO : EPOCH 10 - PROGRESS: at 75.94% examples, 716302 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:11:59,709 : INFO : EPOCH 10 - PROGRESS: at 76.29% examples, 716368 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:00,726 : INFO : EPOCH 10 - PROGRESS: at 76.64% examples, 716460 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:01,751 : INFO : EPOCH 10 - PROGRESS: at 76.99% examples, 716542 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:02,757 : INFO : EPOCH 10 - PROGRESS: at 77.37% examples, 716593 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:03,761 : INFO : EPOCH 10 - PROGRESS: at 77.70% examples, 716680 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:04,770 : INFO : EPOCH 10 - PROGRESS: at 78.04% examples, 716751 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:05,787 : INFO : EPOCH 10 - PROGRESS: at 78.40% examples, 716800 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:06,796 : INFO : EPOCH 10 - PROGRESS: at 78.71% examples, 716892 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:07,798 : INFO : EPOCH 10 - PROGRESS: at 79.06% examples, 716971 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:08,811 : INFO : EPOCH 10 - PROGRESS: at 79.43% examples, 717014 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:09,817 : INFO : EPOCH 10 - PROGRESS: at 79.80% examples, 717100 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:10,821 : INFO : EPOCH 10 - PROGRESS: at 80.17% examples, 717159 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:11,828 : INFO : EPOCH 10 - PROGRESS: at 80.50% examples, 717188 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:12,830 : INFO : EPOCH 10 - PROGRESS: at 80.82% examples, 717253 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:13,831 : INFO : EPOCH 10 - PROGRESS: at 81.18% examples, 717354 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:14,846 : INFO : EPOCH 10 - PROGRESS: at 81.51% examples, 717412 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:12:15,857 : INFO : EPOCH 10 - PROGRESS: at 81.89% examples, 717458 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:16,867 : INFO : EPOCH 10 - PROGRESS: at 82.25% examples, 717511 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:17,881 : INFO : EPOCH 10 - PROGRESS: at 82.61% examples, 717578 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:18,884 : INFO : EPOCH 10 - PROGRESS: at 82.97% examples, 717641 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:19,888 : INFO : EPOCH 10 - PROGRESS: at 83.32% examples, 717725 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:20,891 : INFO : EPOCH 10 - PROGRESS: at 83.68% examples, 717804 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:21,895 : INFO : EPOCH 10 - PROGRESS: at 84.05% examples, 717825 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:22,895 : INFO : EPOCH 10 - PROGRESS: at 84.38% examples, 717882 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:23,915 : INFO : EPOCH 10 - PROGRESS: at 84.74% examples, 717926 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:24,924 : INFO : EPOCH 10 - PROGRESS: at 85.09% examples, 718012 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:25,939 : INFO : EPOCH 10 - PROGRESS: at 85.44% examples, 717992 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:26,946 : INFO : EPOCH 10 - PROGRESS: at 85.77% examples, 718059 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:27,947 : INFO : EPOCH 10 - PROGRESS: at 86.13% examples, 718140 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:12:28,952 : INFO : EPOCH 10 - PROGRESS: at 86.49% examples, 718132 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:29,970 : INFO : EPOCH 10 - PROGRESS: at 86.83% examples, 718145 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:30,977 : INFO : EPOCH 10 - PROGRESS: at 87.15% examples, 718184 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:31,979 : INFO : EPOCH 10 - PROGRESS: at 87.51% examples, 718217 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:32,986 : INFO : EPOCH 10 - PROGRESS: at 87.87% examples, 718260 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:33,991 : INFO : EPOCH 10 - PROGRESS: at 88.26% examples, 718289 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:34,999 : INFO : EPOCH 10 - PROGRESS: at 88.62% examples, 718307 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:12:36,015 : INFO : EPOCH 10 - PROGRESS: at 88.96% examples, 718362 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:37,018 : INFO : EPOCH 10 - PROGRESS: at 89.34% examples, 718385 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:12:38,024 : INFO : EPOCH 10 - PROGRESS: at 89.73% examples, 718451 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:39,033 : INFO : EPOCH 10 - PROGRESS: at 90.10% examples, 718487 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:40,045 : INFO : EPOCH 10 - PROGRESS: at 90.44% examples, 718537 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:41,051 : INFO : EPOCH 10 - PROGRESS: at 90.78% examples, 718564 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:42,064 : INFO : EPOCH 10 - PROGRESS: at 91.14% examples, 718612 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:43,076 : INFO : EPOCH 10 - PROGRESS: at 91.53% examples, 718663 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:44,079 : INFO : EPOCH 10 - PROGRESS: at 91.88% examples, 718702 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:45,081 : INFO : EPOCH 10 - PROGRESS: at 92.25% examples, 718747 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:46,092 : INFO : EPOCH 10 - PROGRESS: at 92.56% examples, 718818 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:47,094 : INFO : EPOCH 10 - PROGRESS: at 92.93% examples, 718852 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:12:48,095 : INFO : EPOCH 10 - PROGRESS: at 93.25% examples, 718896 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:49,098 : INFO : EPOCH 10 - PROGRESS: at 93.60% examples, 718936 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:50,101 : INFO : EPOCH 10 - PROGRESS: at 93.96% examples, 718999 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:51,109 : INFO : EPOCH 10 - PROGRESS: at 94.30% examples, 719084 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:52,116 : INFO : EPOCH 10 - PROGRESS: at 94.65% examples, 719099 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:53,129 : INFO : EPOCH 10 - PROGRESS: at 95.00% examples, 719125 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:54,132 : INFO : EPOCH 10 - PROGRESS: at 95.36% examples, 719193 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:55,133 : INFO : EPOCH 10 - PROGRESS: at 95.72% examples, 719257 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:56,137 : INFO : EPOCH 10 - PROGRESS: at 96.06% examples, 719309 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:57,141 : INFO : EPOCH 10 - PROGRESS: at 96.40% examples, 719371 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:58,145 : INFO : EPOCH 10 - PROGRESS: at 96.75% examples, 719408 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:12:59,149 : INFO : EPOCH 10 - PROGRESS: at 97.11% examples, 719462 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:00,152 : INFO : EPOCH 10 - PROGRESS: at 97.44% examples, 719516 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:01,157 : INFO : EPOCH 10 - PROGRESS: at 97.80% examples, 719603 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:02,165 : INFO : EPOCH 10 - PROGRESS: at 98.17% examples, 719656 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:03,166 : INFO : EPOCH 10 - PROGRESS: at 98.52% examples, 719641 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:04,189 : INFO : EPOCH 10 - PROGRESS: at 98.86% examples, 719668 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:05,192 : INFO : EPOCH 10 - PROGRESS: at 99.23% examples, 719723 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:06,192 : INFO : EPOCH 10 - PROGRESS: at 99.59% examples, 719760 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:07,194 : INFO : EPOCH 10 - PROGRESS: at 99.96% examples, 719801 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:07,275 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 11:13:07,297 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 11:13:07,297 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 11:13:07,298 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 11:13:07,299 : INFO : EPOCH - 10 : training on 265921901 raw words (206691885 effective words) took 287.1s, 719814 effective words/s
2020-07-24 11:13:08,311 : INFO : EPOCH 11 - PROGRESS: at 0.36% examples, 713823 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:09,314 : INFO : EPOCH 11 - PROGRESS: at 0.70% examples, 728632 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:10,315 : INFO : EPOCH 11 - PROGRESS: at 1.06% examples, 727762 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:11,316 : INFO : EPOCH 11 - PROGRESS: at 1.41% examples, 727087 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:12,335 : INFO : EPOCH 11 - PROGRESS: at 1.77% examples, 730210 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:13,350 : INFO : EPOCH 11 - PROGRESS: at 2.14% examples, 732029 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:14,358 : INFO : EPOCH 11 - PROGRESS: at 2.51% examples, 731895 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:15,367 : INFO : EPOCH 11 - PROGRESS: at 2.87% examples, 731297 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:13:16,372 : INFO : EPOCH 11 - PROGRESS: at 3.24% examples, 732957 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:17,379 : INFO : EPOCH 11 - PROGRESS: at 3.57% examples, 732159 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:18,381 : INFO : EPOCH 11 - PROGRESS: at 3.93% examples, 731677 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:19,390 : INFO : EPOCH 11 - PROGRESS: at 4.27% examples, 732931 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:20,401 : INFO : EPOCH 11 - PROGRESS: at 4.62% examples, 732427 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:21,413 : INFO : EPOCH 11 - PROGRESS: at 4.98% examples, 732244 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:13:22,425 : INFO : EPOCH 11 - PROGRESS: at 5.33% examples, 731859 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:13:23,436 : INFO : EPOCH 11 - PROGRESS: at 5.69% examples, 732136 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:24,455 : INFO : EPOCH 11 - PROGRESS: at 6.07% examples, 732103 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:25,456 : INFO : EPOCH 11 - PROGRESS: at 6.44% examples, 732516 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:26,457 : INFO : EPOCH 11 - PROGRESS: at 6.76% examples, 732164 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:27,459 : INFO : EPOCH 11 - PROGRESS: at 7.11% examples, 732765 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:28,479 : INFO : EPOCH 11 - PROGRESS: at 7.47% examples, 732415 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:29,486 : INFO : EPOCH 11 - PROGRESS: at 7.81% examples, 733227 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:30,488 : INFO : EPOCH 11 - PROGRESS: at 8.17% examples, 732881 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:31,491 : INFO : EPOCH 11 - PROGRESS: at 8.52% examples, 732800 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:13:32,493 : INFO : EPOCH 11 - PROGRESS: at 8.88% examples, 732338 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:33,499 : INFO : EPOCH 11 - PROGRESS: at 9.26% examples, 732131 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:34,500 : INFO : EPOCH 11 - PROGRESS: at 9.61% examples, 732455 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:35,513 : INFO : EPOCH 11 - PROGRESS: at 9.94% examples, 732298 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:36,516 : INFO : EPOCH 11 - PROGRESS: at 10.30% examples, 732546 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:37,519 : INFO : EPOCH 11 - PROGRESS: at 10.65% examples, 732372 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:38,525 : INFO : EPOCH 11 - PROGRESS: at 11.01% examples, 732326 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:39,528 : INFO : EPOCH 11 - PROGRESS: at 11.38% examples, 732080 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:40,539 : INFO : EPOCH 11 - PROGRESS: at 11.72% examples, 731988 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:41,550 : INFO : EPOCH 11 - PROGRESS: at 12.10% examples, 732103 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:42,552 : INFO : EPOCH 11 - PROGRESS: at 12.47% examples, 731973 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:43,553 : INFO : EPOCH 11 - PROGRESS: at 12.80% examples, 731704 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:44,558 : INFO : EPOCH 11 - PROGRESS: at 13.18% examples, 731775 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:45,561 : INFO : EPOCH 11 - PROGRESS: at 13.52% examples, 732127 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:46,564 : INFO : EPOCH 11 - PROGRESS: at 13.88% examples, 732257 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:47,569 : INFO : EPOCH 11 - PROGRESS: at 14.23% examples, 732355 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:48,569 : INFO : EPOCH 11 - PROGRESS: at 14.57% examples, 732316 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:49,575 : INFO : EPOCH 11 - PROGRESS: at 14.93% examples, 732167 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:50,595 : INFO : EPOCH 11 - PROGRESS: at 15.30% examples, 732003 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:51,600 : INFO : EPOCH 11 - PROGRESS: at 15.65% examples, 732338 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:52,615 : INFO : EPOCH 11 - PROGRESS: at 16.00% examples, 732402 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:53,631 : INFO : EPOCH 11 - PROGRESS: at 16.39% examples, 732506 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:54,636 : INFO : EPOCH 11 - PROGRESS: at 16.75% examples, 732791 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:55,642 : INFO : EPOCH 11 - PROGRESS: at 17.11% examples, 732606 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:56,664 : INFO : EPOCH 11 - PROGRESS: at 17.45% examples, 732852 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:57,666 : INFO : EPOCH 11 - PROGRESS: at 17.79% examples, 732994 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:58,683 : INFO : EPOCH 11 - PROGRESS: at 18.14% examples, 732832 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:13:59,685 : INFO : EPOCH 11 - PROGRESS: at 18.50% examples, 732927 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:00,689 : INFO : EPOCH 11 - PROGRESS: at 18.86% examples, 732996 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:01,690 : INFO : EPOCH 11 - PROGRESS: at 19.22% examples, 732865 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:02,693 : INFO : EPOCH 11 - PROGRESS: at 19.55% examples, 732961 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:03,706 : INFO : EPOCH 11 - PROGRESS: at 19.92% examples, 733107 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:04,709 : INFO : EPOCH 11 - PROGRESS: at 20.27% examples, 733156 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:05,723 : INFO : EPOCH 11 - PROGRESS: at 20.65% examples, 733144 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:06,727 : INFO : EPOCH 11 - PROGRESS: at 21.00% examples, 733157 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:07,736 : INFO : EPOCH 11 - PROGRESS: at 21.36% examples, 733103 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:08,740 : INFO : EPOCH 11 - PROGRESS: at 21.72% examples, 733176 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:09,747 : INFO : EPOCH 11 - PROGRESS: at 22.07% examples, 733319 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:10,750 : INFO : EPOCH 11 - PROGRESS: at 22.43% examples, 733293 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:11,762 : INFO : EPOCH 11 - PROGRESS: at 22.81% examples, 733133 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:12,770 : INFO : EPOCH 11 - PROGRESS: at 23.17% examples, 733316 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:13,772 : INFO : EPOCH 11 - PROGRESS: at 23.53% examples, 733273 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:14,788 : INFO : EPOCH 11 - PROGRESS: at 23.90% examples, 733012 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:15,801 : INFO : EPOCH 11 - PROGRESS: at 24.29% examples, 732980 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:16,817 : INFO : EPOCH 11 - PROGRESS: at 24.65% examples, 732932 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:17,820 : INFO : EPOCH 11 - PROGRESS: at 25.01% examples, 733052 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:18,824 : INFO : EPOCH 11 - PROGRESS: at 25.37% examples, 732674 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:14:19,828 : INFO : EPOCH 11 - PROGRESS: at 25.70% examples, 732140 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:20,833 : INFO : EPOCH 11 - PROGRESS: at 26.05% examples, 731698 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:21,864 : INFO : EPOCH 11 - PROGRESS: at 26.41% examples, 731173 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:14:22,867 : INFO : EPOCH 11 - PROGRESS: at 26.71% examples, 729788 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:23,878 : INFO : EPOCH 11 - PROGRESS: at 27.03% examples, 728591 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:24,890 : INFO : EPOCH 11 - PROGRESS: at 27.39% examples, 728631 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:14:25,893 : INFO : EPOCH 11 - PROGRESS: at 27.76% examples, 728688 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:26,899 : INFO : EPOCH 11 - PROGRESS: at 28.13% examples, 728651 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:27,903 : INFO : EPOCH 11 - PROGRESS: at 28.51% examples, 728616 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:28,917 : INFO : EPOCH 11 - PROGRESS: at 28.88% examples, 728772 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:29,922 : INFO : EPOCH 11 - PROGRESS: at 29.23% examples, 728979 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:14:30,925 : INFO : EPOCH 11 - PROGRESS: at 29.59% examples, 728917 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:31,930 : INFO : EPOCH 11 - PROGRESS: at 29.98% examples, 728893 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:32,936 : INFO : EPOCH 11 - PROGRESS: at 30.34% examples, 729076 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:33,936 : INFO : EPOCH 11 - PROGRESS: at 30.71% examples, 729117 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:34,937 : INFO : EPOCH 11 - PROGRESS: at 31.07% examples, 729174 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:35,939 : INFO : EPOCH 11 - PROGRESS: at 31.44% examples, 729278 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:36,941 : INFO : EPOCH 11 - PROGRESS: at 31.81% examples, 729324 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:37,946 : INFO : EPOCH 11 - PROGRESS: at 32.15% examples, 729324 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:38,954 : INFO : EPOCH 11 - PROGRESS: at 32.52% examples, 729376 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:39,960 : INFO : EPOCH 11 - PROGRESS: at 32.89% examples, 729401 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:40,967 : INFO : EPOCH 11 - PROGRESS: at 33.25% examples, 729454 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:41,985 : INFO : EPOCH 11 - PROGRESS: at 33.60% examples, 729405 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:42,996 : INFO : EPOCH 11 - PROGRESS: at 33.98% examples, 729403 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:44,009 : INFO : EPOCH 11 - PROGRESS: at 34.34% examples, 729393 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:45,033 : INFO : EPOCH 11 - PROGRESS: at 34.71% examples, 729386 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:46,034 : INFO : EPOCH 11 - PROGRESS: at 35.08% examples, 729513 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:14:47,040 : INFO : EPOCH 11 - PROGRESS: at 35.45% examples, 729433 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:48,045 : INFO : EPOCH 11 - PROGRESS: at 35.82% examples, 729446 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:49,053 : INFO : EPOCH 11 - PROGRESS: at 36.17% examples, 729416 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:50,062 : INFO : EPOCH 11 - PROGRESS: at 36.51% examples, 729553 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:51,080 : INFO : EPOCH 11 - PROGRESS: at 36.86% examples, 729656 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:52,086 : INFO : EPOCH 11 - PROGRESS: at 37.21% examples, 729771 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:53,088 : INFO : EPOCH 11 - PROGRESS: at 37.55% examples, 729858 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:54,093 : INFO : EPOCH 11 - PROGRESS: at 37.90% examples, 729975 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:55,095 : INFO : EPOCH 11 - PROGRESS: at 38.27% examples, 730001 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:14:56,100 : INFO : EPOCH 11 - PROGRESS: at 38.65% examples, 730083 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:14:57,103 : INFO : EPOCH 11 - PROGRESS: at 39.03% examples, 730060 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:14:58,110 : INFO : EPOCH 11 - PROGRESS: at 39.36% examples, 730081 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:14:59,115 : INFO : EPOCH 11 - PROGRESS: at 39.73% examples, 730148 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:15:00,125 : INFO : EPOCH 11 - PROGRESS: at 40.12% examples, 730073 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:01,138 : INFO : EPOCH 11 - PROGRESS: at 40.48% examples, 730097 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:02,142 : INFO : EPOCH 11 - PROGRESS: at 40.84% examples, 730186 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:03,146 : INFO : EPOCH 11 - PROGRESS: at 41.22% examples, 730260 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:04,150 : INFO : EPOCH 11 - PROGRESS: at 41.55% examples, 730307 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:05,154 : INFO : EPOCH 11 - PROGRESS: at 41.94% examples, 730358 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:06,174 : INFO : EPOCH 11 - PROGRESS: at 42.29% examples, 730340 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:07,185 : INFO : EPOCH 11 - PROGRESS: at 42.65% examples, 730379 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:08,186 : INFO : EPOCH 11 - PROGRESS: at 42.99% examples, 730429 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:09,198 : INFO : EPOCH 11 - PROGRESS: at 43.35% examples, 730484 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:10,198 : INFO : EPOCH 11 - PROGRESS: at 43.71% examples, 730555 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:11,201 : INFO : EPOCH 11 - PROGRESS: at 44.08% examples, 730547 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:15:12,206 : INFO : EPOCH 11 - PROGRESS: at 44.45% examples, 730624 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:13,215 : INFO : EPOCH 11 - PROGRESS: at 44.80% examples, 730591 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:14,220 : INFO : EPOCH 11 - PROGRESS: at 45.14% examples, 730684 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:15,228 : INFO : EPOCH 11 - PROGRESS: at 45.50% examples, 730721 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:16,233 : INFO : EPOCH 11 - PROGRESS: at 45.85% examples, 730802 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:17,234 : INFO : EPOCH 11 - PROGRESS: at 46.22% examples, 730835 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:18,243 : INFO : EPOCH 11 - PROGRESS: at 46.55% examples, 730831 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:19,248 : INFO : EPOCH 11 - PROGRESS: at 46.92% examples, 730839 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:20,248 : INFO : EPOCH 11 - PROGRESS: at 47.28% examples, 730785 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:21,248 : INFO : EPOCH 11 - PROGRESS: at 47.65% examples, 730874 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:22,263 : INFO : EPOCH 11 - PROGRESS: at 48.03% examples, 730816 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:23,284 : INFO : EPOCH 11 - PROGRESS: at 48.42% examples, 730813 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:24,284 : INFO : EPOCH 11 - PROGRESS: at 48.75% examples, 730941 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:25,287 : INFO : EPOCH 11 - PROGRESS: at 49.09% examples, 730994 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:26,307 : INFO : EPOCH 11 - PROGRESS: at 49.44% examples, 730995 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:27,311 : INFO : EPOCH 11 - PROGRESS: at 49.79% examples, 731100 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:28,324 : INFO : EPOCH 11 - PROGRESS: at 50.13% examples, 731089 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:29,344 : INFO : EPOCH 11 - PROGRESS: at 50.48% examples, 731095 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:30,344 : INFO : EPOCH 11 - PROGRESS: at 50.85% examples, 730947 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:31,361 : INFO : EPOCH 11 - PROGRESS: at 51.17% examples, 730449 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:32,366 : INFO : EPOCH 11 - PROGRESS: at 51.47% examples, 730074 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:15:33,383 : INFO : EPOCH 11 - PROGRESS: at 51.81% examples, 729639 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:34,385 : INFO : EPOCH 11 - PROGRESS: at 52.12% examples, 729186 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:35,402 : INFO : EPOCH 11 - PROGRESS: at 52.45% examples, 728734 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:36,411 : INFO : EPOCH 11 - PROGRESS: at 52.76% examples, 728367 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:37,418 : INFO : EPOCH 11 - PROGRESS: at 53.08% examples, 727913 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:38,441 : INFO : EPOCH 11 - PROGRESS: at 53.44% examples, 727464 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:39,446 : INFO : EPOCH 11 - PROGRESS: at 53.74% examples, 727108 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:40,446 : INFO : EPOCH 11 - PROGRESS: at 54.06% examples, 726728 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:41,463 : INFO : EPOCH 11 - PROGRESS: at 54.37% examples, 726274 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:42,463 : INFO : EPOCH 11 - PROGRESS: at 54.70% examples, 725892 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:43,476 : INFO : EPOCH 11 - PROGRESS: at 55.01% examples, 725458 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:15:44,495 : INFO : EPOCH 11 - PROGRESS: at 55.32% examples, 725096 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:45,496 : INFO : EPOCH 11 - PROGRESS: at 55.66% examples, 724682 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:46,498 : INFO : EPOCH 11 - PROGRESS: at 55.97% examples, 724248 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:47,510 : INFO : EPOCH 11 - PROGRESS: at 56.31% examples, 723832 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:48,517 : INFO : EPOCH 11 - PROGRESS: at 56.63% examples, 723475 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:49,518 : INFO : EPOCH 11 - PROGRESS: at 56.98% examples, 723075 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:15:50,531 : INFO : EPOCH 11 - PROGRESS: at 57.29% examples, 722756 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:51,544 : INFO : EPOCH 11 - PROGRESS: at 57.60% examples, 722384 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:52,550 : INFO : EPOCH 11 - PROGRESS: at 57.94% examples, 722045 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:53,559 : INFO : EPOCH 11 - PROGRESS: at 58.28% examples, 721687 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:54,563 : INFO : EPOCH 11 - PROGRESS: at 58.61% examples, 721306 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:55,592 : INFO : EPOCH 11 - PROGRESS: at 58.91% examples, 721006 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:56,594 : INFO : EPOCH 11 - PROGRESS: at 59.24% examples, 720685 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:57,600 : INFO : EPOCH 11 - PROGRESS: at 59.60% examples, 720291 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:58,606 : INFO : EPOCH 11 - PROGRESS: at 59.94% examples, 719950 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:15:59,622 : INFO : EPOCH 11 - PROGRESS: at 60.26% examples, 719661 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:16:00,632 : INFO : EPOCH 11 - PROGRESS: at 60.59% examples, 719329 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:01,650 : INFO : EPOCH 11 - PROGRESS: at 60.92% examples, 719002 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:02,651 : INFO : EPOCH 11 - PROGRESS: at 61.26% examples, 718732 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:16:03,674 : INFO : EPOCH 11 - PROGRESS: at 61.56% examples, 718426 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:16:04,678 : INFO : EPOCH 11 - PROGRESS: at 61.89% examples, 718144 words/s, in_qsize 8, out_qsize 1
2020-07-24 11:16:05,687 : INFO : EPOCH 11 - PROGRESS: at 62.23% examples, 717860 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:06,691 : INFO : EPOCH 11 - PROGRESS: at 62.55% examples, 717550 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:07,716 : INFO : EPOCH 11 - PROGRESS: at 62.88% examples, 717208 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:08,726 : INFO : EPOCH 11 - PROGRESS: at 63.23% examples, 716959 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:09,728 : INFO : EPOCH 11 - PROGRESS: at 63.56% examples, 716697 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:10,728 : INFO : EPOCH 11 - PROGRESS: at 63.86% examples, 716386 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:11,728 : INFO : EPOCH 11 - PROGRESS: at 64.20% examples, 716148 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:12,733 : INFO : EPOCH 11 - PROGRESS: at 64.48% examples, 715865 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:16:13,747 : INFO : EPOCH 11 - PROGRESS: at 64.79% examples, 715575 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:14,747 : INFO : EPOCH 11 - PROGRESS: at 65.11% examples, 715374 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:15,751 : INFO : EPOCH 11 - PROGRESS: at 65.44% examples, 715117 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:16,766 : INFO : EPOCH 11 - PROGRESS: at 65.76% examples, 714843 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:17,777 : INFO : EPOCH 11 - PROGRESS: at 66.08% examples, 714549 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:18,797 : INFO : EPOCH 11 - PROGRESS: at 66.40% examples, 714262 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:19,805 : INFO : EPOCH 11 - PROGRESS: at 66.72% examples, 713979 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:20,807 : INFO : EPOCH 11 - PROGRESS: at 67.05% examples, 713749 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:21,812 : INFO : EPOCH 11 - PROGRESS: at 67.37% examples, 713497 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:22,812 : INFO : EPOCH 11 - PROGRESS: at 67.69% examples, 713205 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:23,815 : INFO : EPOCH 11 - PROGRESS: at 68.00% examples, 712989 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:24,829 : INFO : EPOCH 11 - PROGRESS: at 68.32% examples, 712785 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:25,839 : INFO : EPOCH 11 - PROGRESS: at 68.65% examples, 712593 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:26,842 : INFO : EPOCH 11 - PROGRESS: at 68.97% examples, 712381 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:27,853 : INFO : EPOCH 11 - PROGRESS: at 69.28% examples, 712171 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:16:28,867 : INFO : EPOCH 11 - PROGRESS: at 69.60% examples, 711930 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:29,870 : INFO : EPOCH 11 - PROGRESS: at 69.95% examples, 711695 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:30,873 : INFO : EPOCH 11 - PROGRESS: at 70.29% examples, 711428 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:31,874 : INFO : EPOCH 11 - PROGRESS: at 70.59% examples, 711189 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:32,881 : INFO : EPOCH 11 - PROGRESS: at 70.92% examples, 710948 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:33,894 : INFO : EPOCH 11 - PROGRESS: at 71.27% examples, 710682 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:34,911 : INFO : EPOCH 11 - PROGRESS: at 71.60% examples, 710416 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:35,920 : INFO : EPOCH 11 - PROGRESS: at 71.91% examples, 710255 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:36,926 : INFO : EPOCH 11 - PROGRESS: at 72.24% examples, 710033 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:37,929 : INFO : EPOCH 11 - PROGRESS: at 72.52% examples, 709795 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:38,930 : INFO : EPOCH 11 - PROGRESS: at 72.85% examples, 709592 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:39,942 : INFO : EPOCH 11 - PROGRESS: at 73.17% examples, 709396 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:40,945 : INFO : EPOCH 11 - PROGRESS: at 73.49% examples, 709288 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:41,948 : INFO : EPOCH 11 - PROGRESS: at 73.81% examples, 709062 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:42,952 : INFO : EPOCH 11 - PROGRESS: at 74.14% examples, 708863 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:43,958 : INFO : EPOCH 11 - PROGRESS: at 74.48% examples, 708595 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:44,961 : INFO : EPOCH 11 - PROGRESS: at 74.79% examples, 708435 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:45,963 : INFO : EPOCH 11 - PROGRESS: at 75.12% examples, 708232 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:46,972 : INFO : EPOCH 11 - PROGRESS: at 75.47% examples, 708015 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:47,982 : INFO : EPOCH 11 - PROGRESS: at 75.78% examples, 707856 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:16:48,986 : INFO : EPOCH 11 - PROGRESS: at 76.11% examples, 707674 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:49,998 : INFO : EPOCH 11 - PROGRESS: at 76.42% examples, 707486 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:16:51,010 : INFO : EPOCH 11 - PROGRESS: at 76.73% examples, 707310 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:52,013 : INFO : EPOCH 11 - PROGRESS: at 77.07% examples, 707187 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:53,020 : INFO : EPOCH 11 - PROGRESS: at 77.40% examples, 707029 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:54,024 : INFO : EPOCH 11 - PROGRESS: at 77.70% examples, 706868 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:55,026 : INFO : EPOCH 11 - PROGRESS: at 78.02% examples, 706663 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:56,034 : INFO : EPOCH 11 - PROGRESS: at 78.34% examples, 706488 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:16:57,041 : INFO : EPOCH 11 - PROGRESS: at 78.62% examples, 706365 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:58,044 : INFO : EPOCH 11 - PROGRESS: at 78.95% examples, 706154 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:16:59,055 : INFO : EPOCH 11 - PROGRESS: at 79.26% examples, 705960 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:00,059 : INFO : EPOCH 11 - PROGRESS: at 79.58% examples, 705626 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:01,063 : INFO : EPOCH 11 - PROGRESS: at 79.89% examples, 705304 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:02,070 : INFO : EPOCH 11 - PROGRESS: at 80.21% examples, 704955 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:03,087 : INFO : EPOCH 11 - PROGRESS: at 80.46% examples, 704322 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:17:04,098 : INFO : EPOCH 11 - PROGRESS: at 80.77% examples, 704227 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:05,108 : INFO : EPOCH 11 - PROGRESS: at 81.12% examples, 704381 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:06,108 : INFO : EPOCH 11 - PROGRESS: at 81.46% examples, 704506 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:07,114 : INFO : EPOCH 11 - PROGRESS: at 81.84% examples, 704669 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:08,115 : INFO : EPOCH 11 - PROGRESS: at 82.20% examples, 704834 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:17:09,121 : INFO : EPOCH 11 - PROGRESS: at 82.54% examples, 704900 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:10,121 : INFO : EPOCH 11 - PROGRESS: at 82.92% examples, 705054 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:11,132 : INFO : EPOCH 11 - PROGRESS: at 83.26% examples, 705161 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:12,139 : INFO : EPOCH 11 - PROGRESS: at 83.62% examples, 705319 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:17:13,144 : INFO : EPOCH 11 - PROGRESS: at 84.00% examples, 705423 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:14,154 : INFO : EPOCH 11 - PROGRESS: at 84.32% examples, 705490 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:15,159 : INFO : EPOCH 11 - PROGRESS: at 84.69% examples, 705608 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:16,161 : INFO : EPOCH 11 - PROGRESS: at 85.02% examples, 705716 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:17,169 : INFO : EPOCH 11 - PROGRESS: at 85.38% examples, 705759 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:18,170 : INFO : EPOCH 11 - PROGRESS: at 85.71% examples, 705866 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:19,171 : INFO : EPOCH 11 - PROGRESS: at 86.06% examples, 705996 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:20,176 : INFO : EPOCH 11 - PROGRESS: at 86.42% examples, 706104 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:21,185 : INFO : EPOCH 11 - PROGRESS: at 86.78% examples, 706195 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:22,189 : INFO : EPOCH 11 - PROGRESS: at 87.11% examples, 706357 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:23,201 : INFO : EPOCH 11 - PROGRESS: at 87.47% examples, 706440 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:24,212 : INFO : EPOCH 11 - PROGRESS: at 87.84% examples, 706554 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:25,220 : INFO : EPOCH 11 - PROGRESS: at 88.22% examples, 706643 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:26,228 : INFO : EPOCH 11 - PROGRESS: at 88.59% examples, 706718 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:27,229 : INFO : EPOCH 11 - PROGRESS: at 88.93% examples, 706794 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:28,235 : INFO : EPOCH 11 - PROGRESS: at 89.31% examples, 706886 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:29,238 : INFO : EPOCH 11 - PROGRESS: at 89.69% examples, 706941 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:30,243 : INFO : EPOCH 11 - PROGRESS: at 90.06% examples, 707032 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:31,252 : INFO : EPOCH 11 - PROGRESS: at 90.40% examples, 707156 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:32,261 : INFO : EPOCH 11 - PROGRESS: at 90.75% examples, 707247 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:17:33,265 : INFO : EPOCH 11 - PROGRESS: at 91.11% examples, 707390 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:34,270 : INFO : EPOCH 11 - PROGRESS: at 91.49% examples, 707466 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:35,274 : INFO : EPOCH 11 - PROGRESS: at 91.85% examples, 707575 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:17:36,281 : INFO : EPOCH 11 - PROGRESS: at 92.21% examples, 707658 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:37,286 : INFO : EPOCH 11 - PROGRESS: at 92.54% examples, 707773 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:17:38,293 : INFO : EPOCH 11 - PROGRESS: at 92.90% examples, 707882 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:39,296 : INFO : EPOCH 11 - PROGRESS: at 93.23% examples, 707984 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:40,312 : INFO : EPOCH 11 - PROGRESS: at 93.57% examples, 708052 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:41,312 : INFO : EPOCH 11 - PROGRESS: at 93.94% examples, 708150 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:42,327 : INFO : EPOCH 11 - PROGRESS: at 94.27% examples, 708233 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:43,346 : INFO : EPOCH 11 - PROGRESS: at 94.63% examples, 708320 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:44,357 : INFO : EPOCH 11 - PROGRESS: at 94.98% examples, 708405 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:45,366 : INFO : EPOCH 11 - PROGRESS: at 95.34% examples, 708497 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:46,372 : INFO : EPOCH 11 - PROGRESS: at 95.70% examples, 708612 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:47,381 : INFO : EPOCH 11 - PROGRESS: at 96.04% examples, 708688 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:48,389 : INFO : EPOCH 11 - PROGRESS: at 96.40% examples, 708828 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:49,400 : INFO : EPOCH 11 - PROGRESS: at 96.75% examples, 708902 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:50,402 : INFO : EPOCH 11 - PROGRESS: at 97.11% examples, 709008 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:51,410 : INFO : EPOCH 11 - PROGRESS: at 97.44% examples, 709086 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:52,424 : INFO : EPOCH 11 - PROGRESS: at 97.80% examples, 709211 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:53,436 : INFO : EPOCH 11 - PROGRESS: at 98.18% examples, 709313 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:54,443 : INFO : EPOCH 11 - PROGRESS: at 98.53% examples, 709425 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:55,445 : INFO : EPOCH 11 - PROGRESS: at 98.89% examples, 709518 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:56,452 : INFO : EPOCH 11 - PROGRESS: at 99.25% examples, 709596 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:57,468 : INFO : EPOCH 11 - PROGRESS: at 99.61% examples, 709658 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:17:58,470 : INFO : EPOCH 11 - PROGRESS: at 99.99% examples, 709754 words/s, in_qsize 4, out_qsize 0
2020-07-24 11:17:58,485 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 11:17:58,494 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 11:17:58,495 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 11:17:58,497 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 11:17:58,497 : INFO : EPOCH - 11 : training on 265921901 raw words (206684291 effective words) took 291.2s, 709781 effective words/s
2020-07-24 11:17:59,511 : INFO : EPOCH 12 - PROGRESS: at 0.36% examples, 708379 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:00,512 : INFO : EPOCH 12 - PROGRESS: at 0.70% examples, 724782 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:01,522 : INFO : EPOCH 12 - PROGRESS: at 1.06% examples, 728354 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:02,523 : INFO : EPOCH 12 - PROGRESS: at 1.41% examples, 727648 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:03,526 : INFO : EPOCH 12 - PROGRESS: at 1.76% examples, 727504 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:04,533 : INFO : EPOCH 12 - PROGRESS: at 2.12% examples, 728658 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:05,543 : INFO : EPOCH 12 - PROGRESS: at 2.49% examples, 728367 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:06,559 : INFO : EPOCH 12 - PROGRESS: at 2.86% examples, 729579 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:07,579 : INFO : EPOCH 12 - PROGRESS: at 3.23% examples, 729917 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:08,588 : INFO : EPOCH 12 - PROGRESS: at 3.57% examples, 730122 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:09,601 : INFO : EPOCH 12 - PROGRESS: at 3.94% examples, 730955 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:10,606 : INFO : EPOCH 12 - PROGRESS: at 4.27% examples, 732012 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:11,612 : INFO : EPOCH 12 - PROGRESS: at 4.62% examples, 731853 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:12,615 : INFO : EPOCH 12 - PROGRESS: at 4.97% examples, 731563 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:13,621 : INFO : EPOCH 12 - PROGRESS: at 5.33% examples, 731480 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:14,632 : INFO : EPOCH 12 - PROGRESS: at 5.67% examples, 731007 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:15,638 : INFO : EPOCH 12 - PROGRESS: at 6.05% examples, 730987 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:16,642 : INFO : EPOCH 12 - PROGRESS: at 6.42% examples, 730957 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:18:17,643 : INFO : EPOCH 12 - PROGRESS: at 6.76% examples, 731605 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:18,649 : INFO : EPOCH 12 - PROGRESS: at 7.09% examples, 731584 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:19,661 : INFO : EPOCH 12 - PROGRESS: at 7.45% examples, 731613 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:18:20,666 : INFO : EPOCH 12 - PROGRESS: at 7.78% examples, 732192 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:21,666 : INFO : EPOCH 12 - PROGRESS: at 8.14% examples, 731676 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:22,671 : INFO : EPOCH 12 - PROGRESS: at 8.50% examples, 731910 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:23,677 : INFO : EPOCH 12 - PROGRESS: at 8.86% examples, 731333 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:24,679 : INFO : EPOCH 12 - PROGRESS: at 9.24% examples, 731502 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:25,680 : INFO : EPOCH 12 - PROGRESS: at 9.59% examples, 731993 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:26,692 : INFO : EPOCH 12 - PROGRESS: at 9.93% examples, 731635 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:18:27,696 : INFO : EPOCH 12 - PROGRESS: at 10.28% examples, 731490 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:28,704 : INFO : EPOCH 12 - PROGRESS: at 10.62% examples, 731546 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:29,706 : INFO : EPOCH 12 - PROGRESS: at 10.99% examples, 731911 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:30,708 : INFO : EPOCH 12 - PROGRESS: at 11.36% examples, 731514 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:31,709 : INFO : EPOCH 12 - PROGRESS: at 11.71% examples, 731673 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:32,722 : INFO : EPOCH 12 - PROGRESS: at 12.07% examples, 731349 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:18:33,726 : INFO : EPOCH 12 - PROGRESS: at 12.45% examples, 731401 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:34,729 : INFO : EPOCH 12 - PROGRESS: at 12.79% examples, 731484 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:35,731 : INFO : EPOCH 12 - PROGRESS: at 13.16% examples, 731435 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:36,737 : INFO : EPOCH 12 - PROGRESS: at 13.50% examples, 731531 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:37,737 : INFO : EPOCH 12 - PROGRESS: at 13.85% examples, 731749 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:38,744 : INFO : EPOCH 12 - PROGRESS: at 14.21% examples, 731615 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:39,749 : INFO : EPOCH 12 - PROGRESS: at 14.55% examples, 731764 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:40,755 : INFO : EPOCH 12 - PROGRESS: at 14.91% examples, 731760 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:41,763 : INFO : EPOCH 12 - PROGRESS: at 15.28% examples, 731762 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:42,768 : INFO : EPOCH 12 - PROGRESS: at 15.62% examples, 731708 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:43,782 : INFO : EPOCH 12 - PROGRESS: at 15.98% examples, 731767 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:44,796 : INFO : EPOCH 12 - PROGRESS: at 16.37% examples, 731933 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:45,799 : INFO : EPOCH 12 - PROGRESS: at 16.70% examples, 731891 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:46,800 : INFO : EPOCH 12 - PROGRESS: at 17.07% examples, 731967 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:47,802 : INFO : EPOCH 12 - PROGRESS: at 17.40% examples, 732296 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:48,803 : INFO : EPOCH 12 - PROGRESS: at 17.74% examples, 732157 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:49,815 : INFO : EPOCH 12 - PROGRESS: at 18.09% examples, 732190 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:50,818 : INFO : EPOCH 12 - PROGRESS: at 18.46% examples, 732258 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:51,822 : INFO : EPOCH 12 - PROGRESS: at 18.81% examples, 732127 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:52,835 : INFO : EPOCH 12 - PROGRESS: at 19.17% examples, 732102 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:53,838 : INFO : EPOCH 12 - PROGRESS: at 19.51% examples, 732099 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:18:54,843 : INFO : EPOCH 12 - PROGRESS: at 19.87% examples, 732148 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:55,845 : INFO : EPOCH 12 - PROGRESS: at 20.22% examples, 732245 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:56,846 : INFO : EPOCH 12 - PROGRESS: at 20.58% examples, 732129 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:57,849 : INFO : EPOCH 12 - PROGRESS: at 20.95% examples, 732205 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:58,852 : INFO : EPOCH 12 - PROGRESS: at 21.30% examples, 732365 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:18:59,852 : INFO : EPOCH 12 - PROGRESS: at 21.67% examples, 732541 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:00,869 : INFO : EPOCH 12 - PROGRESS: at 22.02% examples, 732473 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:01,883 : INFO : EPOCH 12 - PROGRESS: at 22.37% examples, 732531 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:02,888 : INFO : EPOCH 12 - PROGRESS: at 22.76% examples, 732437 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:03,890 : INFO : EPOCH 12 - PROGRESS: at 23.11% examples, 732526 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:19:04,903 : INFO : EPOCH 12 - PROGRESS: at 23.47% examples, 732393 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:05,906 : INFO : EPOCH 12 - PROGRESS: at 23.85% examples, 732391 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:06,908 : INFO : EPOCH 12 - PROGRESS: at 24.23% examples, 732336 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:07,930 : INFO : EPOCH 12 - PROGRESS: at 24.58% examples, 732171 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:08,938 : INFO : EPOCH 12 - PROGRESS: at 24.95% examples, 732313 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:09,958 : INFO : EPOCH 12 - PROGRESS: at 25.33% examples, 732076 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:10,966 : INFO : EPOCH 12 - PROGRESS: at 25.69% examples, 732103 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:11,970 : INFO : EPOCH 12 - PROGRESS: at 26.05% examples, 732180 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:12,971 : INFO : EPOCH 12 - PROGRESS: at 26.41% examples, 732087 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:13,972 : INFO : EPOCH 12 - PROGRESS: at 26.76% examples, 732093 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:14,983 : INFO : EPOCH 12 - PROGRESS: at 27.12% examples, 732091 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:15,987 : INFO : EPOCH 12 - PROGRESS: at 27.50% examples, 732018 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:16,987 : INFO : EPOCH 12 - PROGRESS: at 27.85% examples, 731945 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:19:17,998 : INFO : EPOCH 12 - PROGRESS: at 28.24% examples, 731926 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:19,013 : INFO : EPOCH 12 - PROGRESS: at 28.61% examples, 731845 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:20,020 : INFO : EPOCH 12 - PROGRESS: at 28.98% examples, 732072 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:21,041 : INFO : EPOCH 12 - PROGRESS: at 29.33% examples, 732067 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:22,042 : INFO : EPOCH 12 - PROGRESS: at 29.70% examples, 732030 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:23,054 : INFO : EPOCH 12 - PROGRESS: at 30.08% examples, 732033 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:24,063 : INFO : EPOCH 12 - PROGRESS: at 30.43% examples, 732157 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:25,070 : INFO : EPOCH 12 - PROGRESS: at 30.82% examples, 732072 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:19:26,072 : INFO : EPOCH 12 - PROGRESS: at 31.15% examples, 731674 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:27,078 : INFO : EPOCH 12 - PROGRESS: at 31.48% examples, 730861 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:28,082 : INFO : EPOCH 12 - PROGRESS: at 31.82% examples, 730094 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:19:29,085 : INFO : EPOCH 12 - PROGRESS: at 32.13% examples, 729447 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:30,090 : INFO : EPOCH 12 - PROGRESS: at 32.47% examples, 728702 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:19:31,104 : INFO : EPOCH 12 - PROGRESS: at 32.80% examples, 728019 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:32,109 : INFO : EPOCH 12 - PROGRESS: at 33.13% examples, 727443 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:33,109 : INFO : EPOCH 12 - PROGRESS: at 33.45% examples, 726789 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:34,125 : INFO : EPOCH 12 - PROGRESS: at 33.79% examples, 726145 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:35,128 : INFO : EPOCH 12 - PROGRESS: at 34.11% examples, 725505 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:36,129 : INFO : EPOCH 12 - PROGRESS: at 34.44% examples, 724711 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:37,142 : INFO : EPOCH 12 - PROGRESS: at 34.77% examples, 724190 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:38,155 : INFO : EPOCH 12 - PROGRESS: at 35.12% examples, 723569 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:39,163 : INFO : EPOCH 12 - PROGRESS: at 35.44% examples, 722642 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:19:40,168 : INFO : EPOCH 12 - PROGRESS: at 35.76% examples, 721762 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:41,170 : INFO : EPOCH 12 - PROGRESS: at 36.07% examples, 720892 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:42,197 : INFO : EPOCH 12 - PROGRESS: at 36.38% examples, 720005 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:43,202 : INFO : EPOCH 12 - PROGRESS: at 36.63% examples, 718553 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:44,212 : INFO : EPOCH 12 - PROGRESS: at 36.95% examples, 718183 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:45,237 : INFO : EPOCH 12 - PROGRESS: at 37.30% examples, 718419 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:46,237 : INFO : EPOCH 12 - PROGRESS: at 37.65% examples, 718589 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:47,252 : INFO : EPOCH 12 - PROGRESS: at 38.00% examples, 718789 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:48,263 : INFO : EPOCH 12 - PROGRESS: at 38.39% examples, 718918 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:49,270 : INFO : EPOCH 12 - PROGRESS: at 38.76% examples, 719070 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:50,278 : INFO : EPOCH 12 - PROGRESS: at 39.15% examples, 719208 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:51,289 : INFO : EPOCH 12 - PROGRESS: at 39.48% examples, 719477 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:52,300 : INFO : EPOCH 12 - PROGRESS: at 39.85% examples, 719563 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:53,307 : INFO : EPOCH 12 - PROGRESS: at 40.24% examples, 719622 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:54,314 : INFO : EPOCH 12 - PROGRESS: at 40.60% examples, 719830 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:55,321 : INFO : EPOCH 12 - PROGRESS: at 40.98% examples, 719999 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:56,334 : INFO : EPOCH 12 - PROGRESS: at 41.33% examples, 720057 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:19:57,355 : INFO : EPOCH 12 - PROGRESS: at 41.69% examples, 720207 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:58,359 : INFO : EPOCH 12 - PROGRESS: at 42.06% examples, 720366 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:19:59,367 : INFO : EPOCH 12 - PROGRESS: at 42.42% examples, 720427 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:00,369 : INFO : EPOCH 12 - PROGRESS: at 42.76% examples, 720538 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:01,375 : INFO : EPOCH 12 - PROGRESS: at 43.10% examples, 720629 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:02,378 : INFO : EPOCH 12 - PROGRESS: at 43.47% examples, 720828 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:03,388 : INFO : EPOCH 12 - PROGRESS: at 43.84% examples, 721007 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:04,397 : INFO : EPOCH 12 - PROGRESS: at 44.22% examples, 721024 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:05,402 : INFO : EPOCH 12 - PROGRESS: at 44.56% examples, 721197 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:06,408 : INFO : EPOCH 12 - PROGRESS: at 44.90% examples, 721258 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:07,409 : INFO : EPOCH 12 - PROGRESS: at 45.27% examples, 721321 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:20:08,415 : INFO : EPOCH 12 - PROGRESS: at 45.61% examples, 721496 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:09,423 : INFO : EPOCH 12 - PROGRESS: at 45.98% examples, 721616 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:10,429 : INFO : EPOCH 12 - PROGRESS: at 46.34% examples, 721753 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:11,438 : INFO : EPOCH 12 - PROGRESS: at 46.68% examples, 721833 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:12,454 : INFO : EPOCH 12 - PROGRESS: at 47.03% examples, 721901 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:13,456 : INFO : EPOCH 12 - PROGRESS: at 47.42% examples, 722013 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:14,474 : INFO : EPOCH 12 - PROGRESS: at 47.80% examples, 722078 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:15,483 : INFO : EPOCH 12 - PROGRESS: at 48.18% examples, 722135 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:20:16,507 : INFO : EPOCH 12 - PROGRESS: at 48.54% examples, 722125 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:17,518 : INFO : EPOCH 12 - PROGRESS: at 48.88% examples, 722298 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:18,521 : INFO : EPOCH 12 - PROGRESS: at 49.21% examples, 722441 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:19,529 : INFO : EPOCH 12 - PROGRESS: at 49.57% examples, 722478 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:20:20,531 : INFO : EPOCH 12 - PROGRESS: at 49.91% examples, 722674 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:21,543 : INFO : EPOCH 12 - PROGRESS: at 50.26% examples, 722711 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:22,551 : INFO : EPOCH 12 - PROGRESS: at 50.63% examples, 722837 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:23,560 : INFO : EPOCH 12 - PROGRESS: at 50.98% examples, 722742 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:24,564 : INFO : EPOCH 12 - PROGRESS: at 51.34% examples, 722820 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:25,565 : INFO : EPOCH 12 - PROGRESS: at 51.68% examples, 722917 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:20:26,573 : INFO : EPOCH 12 - PROGRESS: at 52.02% examples, 723037 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:27,578 : INFO : EPOCH 12 - PROGRESS: at 52.38% examples, 723120 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:28,592 : INFO : EPOCH 12 - PROGRESS: at 52.73% examples, 723233 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:29,604 : INFO : EPOCH 12 - PROGRESS: at 53.09% examples, 723299 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:30,608 : INFO : EPOCH 12 - PROGRESS: at 53.47% examples, 723305 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:31,619 : INFO : EPOCH 12 - PROGRESS: at 53.80% examples, 723380 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:32,622 : INFO : EPOCH 12 - PROGRESS: at 54.14% examples, 723435 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:33,623 : INFO : EPOCH 12 - PROGRESS: at 54.49% examples, 723495 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:34,634 : INFO : EPOCH 12 - PROGRESS: at 54.85% examples, 723549 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:35,636 : INFO : EPOCH 12 - PROGRESS: at 55.20% examples, 723654 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:36,640 : INFO : EPOCH 12 - PROGRESS: at 55.56% examples, 723694 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:37,645 : INFO : EPOCH 12 - PROGRESS: at 55.91% examples, 723703 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:20:38,646 : INFO : EPOCH 12 - PROGRESS: at 56.27% examples, 723714 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:20:39,662 : INFO : EPOCH 12 - PROGRESS: at 56.63% examples, 723748 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:40,665 : INFO : EPOCH 12 - PROGRESS: at 57.01% examples, 723814 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:41,669 : INFO : EPOCH 12 - PROGRESS: at 57.35% examples, 723896 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:42,676 : INFO : EPOCH 12 - PROGRESS: at 57.71% examples, 723946 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:43,690 : INFO : EPOCH 12 - PROGRESS: at 58.08% examples, 724014 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:44,696 : INFO : EPOCH 12 - PROGRESS: at 58.45% examples, 724043 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:20:45,708 : INFO : EPOCH 12 - PROGRESS: at 58.79% examples, 724048 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:46,712 : INFO : EPOCH 12 - PROGRESS: at 59.14% examples, 724132 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:20:47,712 : INFO : EPOCH 12 - PROGRESS: at 59.52% examples, 724155 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:48,715 : INFO : EPOCH 12 - PROGRESS: at 59.90% examples, 724148 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:49,721 : INFO : EPOCH 12 - PROGRESS: at 60.25% examples, 724233 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:50,731 : INFO : EPOCH 12 - PROGRESS: at 60.60% examples, 724282 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:51,749 : INFO : EPOCH 12 - PROGRESS: at 60.98% examples, 724310 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:52,756 : INFO : EPOCH 12 - PROGRESS: at 61.34% examples, 724432 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:53,758 : INFO : EPOCH 12 - PROGRESS: at 61.69% examples, 724441 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:54,771 : INFO : EPOCH 12 - PROGRESS: at 62.06% examples, 724508 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:55,773 : INFO : EPOCH 12 - PROGRESS: at 62.41% examples, 724595 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:56,785 : INFO : EPOCH 12 - PROGRESS: at 62.77% examples, 724609 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:57,787 : INFO : EPOCH 12 - PROGRESS: at 63.14% examples, 724688 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:58,806 : INFO : EPOCH 12 - PROGRESS: at 63.51% examples, 724692 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:20:59,806 : INFO : EPOCH 12 - PROGRESS: at 63.86% examples, 724802 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:00,813 : INFO : EPOCH 12 - PROGRESS: at 64.22% examples, 724823 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:01,819 : INFO : EPOCH 12 - PROGRESS: at 64.54% examples, 724916 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:21:02,821 : INFO : EPOCH 12 - PROGRESS: at 64.88% examples, 724966 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:03,834 : INFO : EPOCH 12 - PROGRESS: at 65.25% examples, 724988 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:04,842 : INFO : EPOCH 12 - PROGRESS: at 65.60% examples, 725054 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:05,845 : INFO : EPOCH 12 - PROGRESS: at 65.95% examples, 725066 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:06,849 : INFO : EPOCH 12 - PROGRESS: at 66.29% examples, 725109 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:07,861 : INFO : EPOCH 12 - PROGRESS: at 66.63% examples, 725094 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:08,870 : INFO : EPOCH 12 - PROGRESS: at 67.01% examples, 725141 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:09,876 : INFO : EPOCH 12 - PROGRESS: at 67.37% examples, 725203 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:10,879 : INFO : EPOCH 12 - PROGRESS: at 67.72% examples, 725194 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:21:11,882 : INFO : EPOCH 12 - PROGRESS: at 68.06% examples, 725244 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:12,893 : INFO : EPOCH 12 - PROGRESS: at 68.40% examples, 725291 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:13,905 : INFO : EPOCH 12 - PROGRESS: at 68.78% examples, 725365 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:14,908 : INFO : EPOCH 12 - PROGRESS: at 69.11% examples, 725413 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:21:15,921 : INFO : EPOCH 12 - PROGRESS: at 69.47% examples, 725472 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:16,928 : INFO : EPOCH 12 - PROGRESS: at 69.83% examples, 725459 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:17,930 : INFO : EPOCH 12 - PROGRESS: at 70.21% examples, 725456 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:18,935 : INFO : EPOCH 12 - PROGRESS: at 70.56% examples, 725511 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:19,952 : INFO : EPOCH 12 - PROGRESS: at 70.92% examples, 725526 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:20,961 : INFO : EPOCH 12 - PROGRESS: at 71.30% examples, 725548 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:21,966 : INFO : EPOCH 12 - PROGRESS: at 71.66% examples, 725610 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:21:22,978 : INFO : EPOCH 12 - PROGRESS: at 72.01% examples, 725655 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:23,992 : INFO : EPOCH 12 - PROGRESS: at 72.36% examples, 725640 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:24,998 : INFO : EPOCH 12 - PROGRESS: at 72.71% examples, 725728 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:26,002 : INFO : EPOCH 12 - PROGRESS: at 73.04% examples, 725750 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:27,018 : INFO : EPOCH 12 - PROGRESS: at 73.39% examples, 725851 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:28,019 : INFO : EPOCH 12 - PROGRESS: at 73.75% examples, 725896 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:29,036 : INFO : EPOCH 12 - PROGRESS: at 74.11% examples, 725928 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:30,050 : INFO : EPOCH 12 - PROGRESS: at 74.48% examples, 725750 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:31,051 : INFO : EPOCH 12 - PROGRESS: at 74.79% examples, 725477 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:32,062 : INFO : EPOCH 12 - PROGRESS: at 75.12% examples, 725196 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:33,066 : INFO : EPOCH 12 - PROGRESS: at 75.47% examples, 724908 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:34,071 : INFO : EPOCH 12 - PROGRESS: at 75.78% examples, 724685 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:35,085 : INFO : EPOCH 12 - PROGRESS: at 76.10% examples, 724354 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:36,100 : INFO : EPOCH 12 - PROGRESS: at 76.42% examples, 724108 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:37,111 : INFO : EPOCH 12 - PROGRESS: at 76.73% examples, 723855 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:38,111 : INFO : EPOCH 12 - PROGRESS: at 77.06% examples, 723634 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:39,116 : INFO : EPOCH 12 - PROGRESS: at 77.40% examples, 723358 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:40,123 : INFO : EPOCH 12 - PROGRESS: at 77.69% examples, 723096 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:41,123 : INFO : EPOCH 12 - PROGRESS: at 78.01% examples, 722855 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:42,130 : INFO : EPOCH 12 - PROGRESS: at 78.33% examples, 722576 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:43,130 : INFO : EPOCH 12 - PROGRESS: at 78.62% examples, 722390 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:44,136 : INFO : EPOCH 12 - PROGRESS: at 78.95% examples, 722128 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:45,136 : INFO : EPOCH 12 - PROGRESS: at 79.25% examples, 721927 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:46,137 : INFO : EPOCH 12 - PROGRESS: at 79.59% examples, 721679 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:47,142 : INFO : EPOCH 12 - PROGRESS: at 79.92% examples, 721416 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:48,157 : INFO : EPOCH 12 - PROGRESS: at 80.26% examples, 721164 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:49,160 : INFO : EPOCH 12 - PROGRESS: at 80.55% examples, 720908 words/s, in_qsize 6, out_qsize 2
2020-07-24 11:21:50,172 : INFO : EPOCH 12 - PROGRESS: at 80.86% examples, 720729 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:51,174 : INFO : EPOCH 12 - PROGRESS: at 81.18% examples, 720486 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:52,177 : INFO : EPOCH 12 - PROGRESS: at 81.48% examples, 720261 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:53,182 : INFO : EPOCH 12 - PROGRESS: at 81.83% examples, 720032 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:21:54,183 : INFO : EPOCH 12 - PROGRESS: at 82.15% examples, 719741 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:21:55,185 : INFO : EPOCH 12 - PROGRESS: at 82.46% examples, 719556 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:56,189 : INFO : EPOCH 12 - PROGRESS: at 82.82% examples, 719285 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:21:57,191 : INFO : EPOCH 12 - PROGRESS: at 83.12% examples, 719121 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:58,195 : INFO : EPOCH 12 - PROGRESS: at 83.44% examples, 718924 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:21:59,196 : INFO : EPOCH 12 - PROGRESS: at 83.76% examples, 718635 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:00,202 : INFO : EPOCH 12 - PROGRESS: at 84.09% examples, 718433 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:01,208 : INFO : EPOCH 12 - PROGRESS: at 84.40% examples, 718203 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:02,224 : INFO : EPOCH 12 - PROGRESS: at 84.72% examples, 717951 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:03,227 : INFO : EPOCH 12 - PROGRESS: at 85.03% examples, 717783 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:04,227 : INFO : EPOCH 12 - PROGRESS: at 85.36% examples, 717558 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:05,234 : INFO : EPOCH 12 - PROGRESS: at 85.67% examples, 717348 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:06,244 : INFO : EPOCH 12 - PROGRESS: at 85.98% examples, 717142 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:07,251 : INFO : EPOCH 12 - PROGRESS: at 86.30% examples, 716914 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:08,252 : INFO : EPOCH 12 - PROGRESS: at 86.63% examples, 716692 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:09,268 : INFO : EPOCH 12 - PROGRESS: at 86.95% examples, 716460 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:10,282 : INFO : EPOCH 12 - PROGRESS: at 87.26% examples, 716249 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:11,284 : INFO : EPOCH 12 - PROGRESS: at 87.58% examples, 716067 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:12,285 : INFO : EPOCH 12 - PROGRESS: at 87.91% examples, 715876 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:13,286 : INFO : EPOCH 12 - PROGRESS: at 88.26% examples, 715619 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:14,299 : INFO : EPOCH 12 - PROGRESS: at 88.59% examples, 715412 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:15,312 : INFO : EPOCH 12 - PROGRESS: at 88.91% examples, 715232 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:16,317 : INFO : EPOCH 12 - PROGRESS: at 89.25% examples, 714996 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:17,317 : INFO : EPOCH 12 - PROGRESS: at 89.60% examples, 714802 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:18,318 : INFO : EPOCH 12 - PROGRESS: at 89.93% examples, 714618 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:19,321 : INFO : EPOCH 12 - PROGRESS: at 90.24% examples, 714324 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:20,327 : INFO : EPOCH 12 - PROGRESS: at 90.54% examples, 713978 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:21,330 : INFO : EPOCH 12 - PROGRESS: at 90.82% examples, 713717 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:22:22,338 : INFO : EPOCH 12 - PROGRESS: at 91.13% examples, 713329 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:23,338 : INFO : EPOCH 12 - PROGRESS: at 91.43% examples, 712815 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:24,340 : INFO : EPOCH 12 - PROGRESS: at 91.79% examples, 712754 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:25,344 : INFO : EPOCH 12 - PROGRESS: at 92.14% examples, 712848 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:26,350 : INFO : EPOCH 12 - PROGRESS: at 92.48% examples, 712934 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:27,351 : INFO : EPOCH 12 - PROGRESS: at 92.82% examples, 713061 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:28,353 : INFO : EPOCH 12 - PROGRESS: at 93.16% examples, 713140 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:29,354 : INFO : EPOCH 12 - PROGRESS: at 93.50% examples, 713232 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:30,372 : INFO : EPOCH 12 - PROGRESS: at 93.87% examples, 713284 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:31,378 : INFO : EPOCH 12 - PROGRESS: at 94.21% examples, 713377 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:32,384 : INFO : EPOCH 12 - PROGRESS: at 94.57% examples, 713459 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:22:33,393 : INFO : EPOCH 12 - PROGRESS: at 94.92% examples, 713530 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:34,394 : INFO : EPOCH 12 - PROGRESS: at 95.28% examples, 713645 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:35,394 : INFO : EPOCH 12 - PROGRESS: at 95.63% examples, 713688 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:36,397 : INFO : EPOCH 12 - PROGRESS: at 95.98% examples, 713757 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:37,405 : INFO : EPOCH 12 - PROGRESS: at 96.32% examples, 713825 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:38,407 : INFO : EPOCH 12 - PROGRESS: at 96.67% examples, 713935 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:22:39,413 : INFO : EPOCH 12 - PROGRESS: at 97.04% examples, 713993 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:22:40,416 : INFO : EPOCH 12 - PROGRESS: at 97.37% examples, 714075 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:41,429 : INFO : EPOCH 12 - PROGRESS: at 97.72% examples, 714190 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:42,429 : INFO : EPOCH 12 - PROGRESS: at 98.10% examples, 714258 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:43,437 : INFO : EPOCH 12 - PROGRESS: at 98.44% examples, 714303 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:44,440 : INFO : EPOCH 12 - PROGRESS: at 98.80% examples, 714395 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:45,448 : INFO : EPOCH 12 - PROGRESS: at 99.16% examples, 714454 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:46,456 : INFO : EPOCH 12 - PROGRESS: at 99.53% examples, 714562 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:47,458 : INFO : EPOCH 12 - PROGRESS: at 99.90% examples, 714616 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:47,718 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 11:22:47,724 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 11:22:47,727 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 11:22:47,730 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 11:22:47,730 : INFO : EPOCH - 12 : training on 265921901 raw words (206698342 effective words) took 289.2s, 714655 effective words/s
2020-07-24 11:22:48,746 : INFO : EPOCH 13 - PROGRESS: at 0.36% examples, 710513 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:49,759 : INFO : EPOCH 13 - PROGRESS: at 0.71% examples, 725182 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:50,769 : INFO : EPOCH 13 - PROGRESS: at 1.07% examples, 729233 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:51,771 : INFO : EPOCH 13 - PROGRESS: at 1.42% examples, 729623 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:52,771 : INFO : EPOCH 13 - PROGRESS: at 1.78% examples, 733800 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:53,784 : INFO : EPOCH 13 - PROGRESS: at 2.14% examples, 731657 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:54,787 : INFO : EPOCH 13 - PROGRESS: at 2.50% examples, 730987 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:55,788 : INFO : EPOCH 13 - PROGRESS: at 2.87% examples, 732385 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:56,792 : INFO : EPOCH 13 - PROGRESS: at 3.23% examples, 731357 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:57,798 : INFO : EPOCH 13 - PROGRESS: at 3.57% examples, 731677 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:58,810 : INFO : EPOCH 13 - PROGRESS: at 3.93% examples, 731816 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:22:59,817 : INFO : EPOCH 13 - PROGRESS: at 4.26% examples, 732553 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:00,820 : INFO : EPOCH 13 - PROGRESS: at 4.61% examples, 731583 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:01,828 : INFO : EPOCH 13 - PROGRESS: at 4.97% examples, 731956 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:23:02,834 : INFO : EPOCH 13 - PROGRESS: at 5.33% examples, 732250 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:23:03,841 : INFO : EPOCH 13 - PROGRESS: at 5.68% examples, 732361 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:04,841 : INFO : EPOCH 13 - PROGRESS: at 6.05% examples, 732526 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:05,843 : INFO : EPOCH 13 - PROGRESS: at 6.43% examples, 732511 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:23:06,844 : INFO : EPOCH 13 - PROGRESS: at 6.76% examples, 732718 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:07,858 : INFO : EPOCH 13 - PROGRESS: at 7.09% examples, 732703 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:08,864 : INFO : EPOCH 13 - PROGRESS: at 7.45% examples, 732916 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:09,866 : INFO : EPOCH 13 - PROGRESS: at 7.78% examples, 733489 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:10,866 : INFO : EPOCH 13 - PROGRESS: at 8.15% examples, 733234 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:11,873 : INFO : EPOCH 13 - PROGRESS: at 8.51% examples, 733014 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:12,880 : INFO : EPOCH 13 - PROGRESS: at 8.87% examples, 732712 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:13,881 : INFO : EPOCH 13 - PROGRESS: at 9.25% examples, 732825 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:14,892 : INFO : EPOCH 13 - PROGRESS: at 9.60% examples, 732993 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:15,895 : INFO : EPOCH 13 - PROGRESS: at 9.94% examples, 733356 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:16,902 : INFO : EPOCH 13 - PROGRESS: at 10.29% examples, 733163 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:17,918 : INFO : EPOCH 13 - PROGRESS: at 10.64% examples, 732997 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:18,928 : INFO : EPOCH 13 - PROGRESS: at 11.01% examples, 733051 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:19,934 : INFO : EPOCH 13 - PROGRESS: at 11.37% examples, 732705 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:20,939 : INFO : EPOCH 13 - PROGRESS: at 11.72% examples, 732738 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:21,948 : INFO : EPOCH 13 - PROGRESS: at 12.10% examples, 732856 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:22,953 : INFO : EPOCH 13 - PROGRESS: at 12.47% examples, 732668 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:23,957 : INFO : EPOCH 13 - PROGRESS: at 12.81% examples, 732519 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:23:24,959 : INFO : EPOCH 13 - PROGRESS: at 13.18% examples, 732610 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:25,961 : INFO : EPOCH 13 - PROGRESS: at 13.53% examples, 732922 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:23:26,974 : INFO : EPOCH 13 - PROGRESS: at 13.88% examples, 732957 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:27,980 : INFO : EPOCH 13 - PROGRESS: at 14.23% examples, 732950 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:23:28,990 : INFO : EPOCH 13 - PROGRESS: at 14.58% examples, 732947 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:29,998 : INFO : EPOCH 13 - PROGRESS: at 14.95% examples, 733046 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:31,010 : INFO : EPOCH 13 - PROGRESS: at 15.32% examples, 732841 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:32,013 : INFO : EPOCH 13 - PROGRESS: at 15.65% examples, 733057 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:33,026 : INFO : EPOCH 13 - PROGRESS: at 16.01% examples, 733121 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:34,029 : INFO : EPOCH 13 - PROGRESS: at 16.40% examples, 733384 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:35,041 : INFO : EPOCH 13 - PROGRESS: at 16.75% examples, 733256 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:36,041 : INFO : EPOCH 13 - PROGRESS: at 17.12% examples, 733317 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:23:37,062 : INFO : EPOCH 13 - PROGRESS: at 17.45% examples, 733421 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:38,068 : INFO : EPOCH 13 - PROGRESS: at 17.79% examples, 733313 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:39,076 : INFO : EPOCH 13 - PROGRESS: at 18.14% examples, 733431 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:40,086 : INFO : EPOCH 13 - PROGRESS: at 18.50% examples, 733403 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:41,105 : INFO : EPOCH 13 - PROGRESS: at 18.87% examples, 733401 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:42,117 : INFO : EPOCH 13 - PROGRESS: at 19.23% examples, 733389 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:43,127 : INFO : EPOCH 13 - PROGRESS: at 19.57% examples, 733726 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:44,142 : INFO : EPOCH 13 - PROGRESS: at 19.93% examples, 733679 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:45,152 : INFO : EPOCH 13 - PROGRESS: at 20.29% examples, 733755 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:46,159 : INFO : EPOCH 13 - PROGRESS: at 20.66% examples, 733639 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:47,163 : INFO : EPOCH 13 - PROGRESS: at 21.02% examples, 733611 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:48,164 : INFO : EPOCH 13 - PROGRESS: at 21.37% examples, 733668 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:49,175 : INFO : EPOCH 13 - PROGRESS: at 21.74% examples, 733782 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:50,191 : INFO : EPOCH 13 - PROGRESS: at 22.09% examples, 733815 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:23:51,200 : INFO : EPOCH 13 - PROGRESS: at 22.46% examples, 733835 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:52,201 : INFO : EPOCH 13 - PROGRESS: at 22.84% examples, 733794 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:53,206 : INFO : EPOCH 13 - PROGRESS: at 23.18% examples, 733744 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:54,207 : INFO : EPOCH 13 - PROGRESS: at 23.55% examples, 733730 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:55,223 : INFO : EPOCH 13 - PROGRESS: at 23.92% examples, 733508 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:56,231 : INFO : EPOCH 13 - PROGRESS: at 24.30% examples, 733431 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:57,250 : INFO : EPOCH 13 - PROGRESS: at 24.66% examples, 733487 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:58,264 : INFO : EPOCH 13 - PROGRESS: at 25.03% examples, 733534 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:23:59,269 : INFO : EPOCH 13 - PROGRESS: at 25.40% examples, 733445 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:00,272 : INFO : EPOCH 13 - PROGRESS: at 25.76% examples, 733383 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:01,272 : INFO : EPOCH 13 - PROGRESS: at 26.10% examples, 733395 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:02,274 : INFO : EPOCH 13 - PROGRESS: at 26.49% examples, 733438 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:03,287 : INFO : EPOCH 13 - PROGRESS: at 26.83% examples, 733365 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:04,289 : INFO : EPOCH 13 - PROGRESS: at 27.20% examples, 733383 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:05,290 : INFO : EPOCH 13 - PROGRESS: at 27.57% examples, 733349 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:06,300 : INFO : EPOCH 13 - PROGRESS: at 27.94% examples, 733350 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:07,300 : INFO : EPOCH 13 - PROGRESS: at 28.33% examples, 733160 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:08,317 : INFO : EPOCH 13 - PROGRESS: at 28.69% examples, 733284 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:09,330 : INFO : EPOCH 13 - PROGRESS: at 29.05% examples, 733327 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:10,333 : INFO : EPOCH 13 - PROGRESS: at 29.41% examples, 733418 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:11,348 : INFO : EPOCH 13 - PROGRESS: at 29.79% examples, 733339 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:12,348 : INFO : EPOCH 13 - PROGRESS: at 30.17% examples, 733393 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:13,349 : INFO : EPOCH 13 - PROGRESS: at 30.52% examples, 733652 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:14,356 : INFO : EPOCH 13 - PROGRESS: at 30.89% examples, 733482 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:15,359 : INFO : EPOCH 13 - PROGRESS: at 31.27% examples, 733615 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:16,362 : INFO : EPOCH 13 - PROGRESS: at 31.63% examples, 733622 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:17,363 : INFO : EPOCH 13 - PROGRESS: at 31.98% examples, 733635 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:18,396 : INFO : EPOCH 13 - PROGRESS: at 32.36% examples, 733522 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:19,402 : INFO : EPOCH 13 - PROGRESS: at 32.72% examples, 733601 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:20,414 : INFO : EPOCH 13 - PROGRESS: at 33.08% examples, 733580 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:21,430 : INFO : EPOCH 13 - PROGRESS: at 33.45% examples, 733630 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:22,444 : INFO : EPOCH 13 - PROGRESS: at 33.81% examples, 733614 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:23,456 : INFO : EPOCH 13 - PROGRESS: at 34.17% examples, 733613 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:24,461 : INFO : EPOCH 13 - PROGRESS: at 34.56% examples, 733589 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:25,462 : INFO : EPOCH 13 - PROGRESS: at 34.91% examples, 733558 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:26,466 : INFO : EPOCH 13 - PROGRESS: at 35.29% examples, 733652 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:27,468 : INFO : EPOCH 13 - PROGRESS: at 35.66% examples, 733443 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:28,484 : INFO : EPOCH 13 - PROGRESS: at 35.98% examples, 732565 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:29,492 : INFO : EPOCH 13 - PROGRESS: at 36.29% examples, 731931 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:30,503 : INFO : EPOCH 13 - PROGRESS: at 36.59% examples, 731373 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:31,505 : INFO : EPOCH 13 - PROGRESS: at 36.91% examples, 730809 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:32,518 : INFO : EPOCH 13 - PROGRESS: at 37.23% examples, 730295 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:33,520 : INFO : EPOCH 13 - PROGRESS: at 37.55% examples, 729786 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:34,523 : INFO : EPOCH 13 - PROGRESS: at 37.86% examples, 729147 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:35,543 : INFO : EPOCH 13 - PROGRESS: at 38.20% examples, 728563 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:36,556 : INFO : EPOCH 13 - PROGRESS: at 38.54% examples, 727897 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:37,561 : INFO : EPOCH 13 - PROGRESS: at 38.88% examples, 727254 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:38,570 : INFO : EPOCH 13 - PROGRESS: at 39.22% examples, 726715 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:24:39,571 : INFO : EPOCH 13 - PROGRESS: at 39.52% examples, 726267 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:24:40,580 : INFO : EPOCH 13 - PROGRESS: at 39.86% examples, 725700 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:41,582 : INFO : EPOCH 13 - PROGRESS: at 40.22% examples, 725188 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:42,584 : INFO : EPOCH 13 - PROGRESS: at 40.54% examples, 724694 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:43,587 : INFO : EPOCH 13 - PROGRESS: at 40.87% examples, 724225 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:44,595 : INFO : EPOCH 13 - PROGRESS: at 41.21% examples, 723702 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:45,605 : INFO : EPOCH 13 - PROGRESS: at 41.52% examples, 723290 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:46,620 : INFO : EPOCH 13 - PROGRESS: at 41.88% examples, 722774 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:47,623 : INFO : EPOCH 13 - PROGRESS: at 42.18% examples, 722303 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:48,626 : INFO : EPOCH 13 - PROGRESS: at 42.52% examples, 721779 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:24:49,626 : INFO : EPOCH 13 - PROGRESS: at 42.82% examples, 721426 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:50,627 : INFO : EPOCH 13 - PROGRESS: at 43.13% examples, 721014 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:51,634 : INFO : EPOCH 13 - PROGRESS: at 43.47% examples, 720581 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:52,649 : INFO : EPOCH 13 - PROGRESS: at 43.80% examples, 720064 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:24:53,654 : INFO : EPOCH 13 - PROGRESS: at 44.15% examples, 719697 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:54,668 : INFO : EPOCH 13 - PROGRESS: at 44.47% examples, 719357 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:55,682 : INFO : EPOCH 13 - PROGRESS: at 44.80% examples, 718964 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:56,685 : INFO : EPOCH 13 - PROGRESS: at 45.11% examples, 718600 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:57,692 : INFO : EPOCH 13 - PROGRESS: at 45.43% examples, 718237 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:58,695 : INFO : EPOCH 13 - PROGRESS: at 45.76% examples, 717849 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:24:59,698 : INFO : EPOCH 13 - PROGRESS: at 46.06% examples, 717157 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:00,708 : INFO : EPOCH 13 - PROGRESS: at 46.37% examples, 716519 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:01,711 : INFO : EPOCH 13 - PROGRESS: at 46.67% examples, 715944 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:02,723 : INFO : EPOCH 13 - PROGRESS: at 46.96% examples, 714898 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:03,726 : INFO : EPOCH 13 - PROGRESS: at 47.26% examples, 714234 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:04,726 : INFO : EPOCH 13 - PROGRESS: at 47.64% examples, 714454 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:05,727 : INFO : EPOCH 13 - PROGRESS: at 48.02% examples, 714570 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:25:06,733 : INFO : EPOCH 13 - PROGRESS: at 48.40% examples, 714597 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:07,742 : INFO : EPOCH 13 - PROGRESS: at 48.73% examples, 714740 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:08,743 : INFO : EPOCH 13 - PROGRESS: at 49.06% examples, 714935 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:09,751 : INFO : EPOCH 13 - PROGRESS: at 49.41% examples, 715063 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:10,778 : INFO : EPOCH 13 - PROGRESS: at 49.77% examples, 715195 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:11,788 : INFO : EPOCH 13 - PROGRESS: at 50.12% examples, 715439 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:12,792 : INFO : EPOCH 13 - PROGRESS: at 50.46% examples, 715577 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:13,801 : INFO : EPOCH 13 - PROGRESS: at 50.84% examples, 715648 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:14,805 : INFO : EPOCH 13 - PROGRESS: at 51.19% examples, 715727 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:15,808 : INFO : EPOCH 13 - PROGRESS: at 51.52% examples, 715962 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:16,833 : INFO : EPOCH 13 - PROGRESS: at 51.89% examples, 716078 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:17,833 : INFO : EPOCH 13 - PROGRESS: at 52.24% examples, 716282 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:18,835 : INFO : EPOCH 13 - PROGRESS: at 52.59% examples, 716387 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:19,835 : INFO : EPOCH 13 - PROGRESS: at 52.96% examples, 716508 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:20,836 : INFO : EPOCH 13 - PROGRESS: at 53.32% examples, 716626 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:21,841 : INFO : EPOCH 13 - PROGRESS: at 53.66% examples, 716678 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:22,846 : INFO : EPOCH 13 - PROGRESS: at 54.01% examples, 716818 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:23,853 : INFO : EPOCH 13 - PROGRESS: at 54.35% examples, 716933 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:24,857 : INFO : EPOCH 13 - PROGRESS: at 54.71% examples, 717040 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:25,862 : INFO : EPOCH 13 - PROGRESS: at 55.05% examples, 717153 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:25:26,866 : INFO : EPOCH 13 - PROGRESS: at 55.42% examples, 717295 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:27,867 : INFO : EPOCH 13 - PROGRESS: at 55.76% examples, 717378 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:25:28,873 : INFO : EPOCH 13 - PROGRESS: at 56.13% examples, 717451 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:29,887 : INFO : EPOCH 13 - PROGRESS: at 56.50% examples, 717617 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:30,895 : INFO : EPOCH 13 - PROGRESS: at 56.87% examples, 717639 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:31,900 : INFO : EPOCH 13 - PROGRESS: at 57.23% examples, 717752 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:32,904 : INFO : EPOCH 13 - PROGRESS: at 57.56% examples, 717831 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:33,907 : INFO : EPOCH 13 - PROGRESS: at 57.94% examples, 717903 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:34,921 : INFO : EPOCH 13 - PROGRESS: at 58.31% examples, 718012 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:35,921 : INFO : EPOCH 13 - PROGRESS: at 58.65% examples, 718066 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:36,924 : INFO : EPOCH 13 - PROGRESS: at 59.00% examples, 718152 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:37,928 : INFO : EPOCH 13 - PROGRESS: at 59.37% examples, 718159 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:38,932 : INFO : EPOCH 13 - PROGRESS: at 59.75% examples, 718217 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:39,945 : INFO : EPOCH 13 - PROGRESS: at 60.12% examples, 718288 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:40,958 : INFO : EPOCH 13 - PROGRESS: at 60.49% examples, 718406 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:25:41,959 : INFO : EPOCH 13 - PROGRESS: at 60.84% examples, 718507 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:42,964 : INFO : EPOCH 13 - PROGRESS: at 61.21% examples, 718555 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:25:43,969 : INFO : EPOCH 13 - PROGRESS: at 61.54% examples, 718630 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:44,969 : INFO : EPOCH 13 - PROGRESS: at 61.89% examples, 718736 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:45,972 : INFO : EPOCH 13 - PROGRESS: at 62.25% examples, 718788 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:46,979 : INFO : EPOCH 13 - PROGRESS: at 62.62% examples, 718861 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:47,985 : INFO : EPOCH 13 - PROGRESS: at 62.97% examples, 718898 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:48,992 : INFO : EPOCH 13 - PROGRESS: at 63.35% examples, 718957 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:50,007 : INFO : EPOCH 13 - PROGRESS: at 63.71% examples, 719144 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:51,010 : INFO : EPOCH 13 - PROGRESS: at 64.07% examples, 719221 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:52,013 : INFO : EPOCH 13 - PROGRESS: at 64.39% examples, 719239 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:53,014 : INFO : EPOCH 13 - PROGRESS: at 64.69% examples, 719011 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:54,015 : INFO : EPOCH 13 - PROGRESS: at 65.02% examples, 718756 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:55,020 : INFO : EPOCH 13 - PROGRESS: at 65.34% examples, 718455 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:56,023 : INFO : EPOCH 13 - PROGRESS: at 65.66% examples, 718184 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:57,026 : INFO : EPOCH 13 - PROGRESS: at 65.98% examples, 717912 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:58,029 : INFO : EPOCH 13 - PROGRESS: at 66.29% examples, 717638 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:25:59,033 : INFO : EPOCH 13 - PROGRESS: at 66.60% examples, 717395 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:00,045 : INFO : EPOCH 13 - PROGRESS: at 66.94% examples, 717066 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:01,057 : INFO : EPOCH 13 - PROGRESS: at 67.27% examples, 716827 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:02,064 : INFO : EPOCH 13 - PROGRESS: at 67.60% examples, 716597 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:03,067 : INFO : EPOCH 13 - PROGRESS: at 67.91% examples, 716321 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:04,079 : INFO : EPOCH 13 - PROGRESS: at 68.23% examples, 716017 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:05,089 : INFO : EPOCH 13 - PROGRESS: at 68.54% examples, 715827 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:06,100 : INFO : EPOCH 13 - PROGRESS: at 68.88% examples, 715590 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:26:07,102 : INFO : EPOCH 13 - PROGRESS: at 69.18% examples, 715355 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:08,123 : INFO : EPOCH 13 - PROGRESS: at 69.51% examples, 715089 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:09,127 : INFO : EPOCH 13 - PROGRESS: at 69.85% examples, 714866 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:10,155 : INFO : EPOCH 13 - PROGRESS: at 70.20% examples, 714582 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:11,155 : INFO : EPOCH 13 - PROGRESS: at 70.51% examples, 714394 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:12,166 : INFO : EPOCH 13 - PROGRESS: at 70.84% examples, 714137 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:13,168 : INFO : EPOCH 13 - PROGRESS: at 71.19% examples, 713906 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:14,182 : INFO : EPOCH 13 - PROGRESS: at 71.51% examples, 713648 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:15,183 : INFO : EPOCH 13 - PROGRESS: at 71.84% examples, 713432 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:16,193 : INFO : EPOCH 13 - PROGRESS: at 72.16% examples, 713183 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:17,204 : INFO : EPOCH 13 - PROGRESS: at 72.46% examples, 713032 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:18,206 : INFO : EPOCH 13 - PROGRESS: at 72.78% examples, 712770 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:26:19,208 : INFO : EPOCH 13 - PROGRESS: at 73.10% examples, 712533 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:20,237 : INFO : EPOCH 13 - PROGRESS: at 73.41% examples, 712328 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:21,237 : INFO : EPOCH 13 - PROGRESS: at 73.73% examples, 712155 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:22,260 : INFO : EPOCH 13 - PROGRESS: at 74.07% examples, 711932 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:26:23,262 : INFO : EPOCH 13 - PROGRESS: at 74.42% examples, 711692 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:24,278 : INFO : EPOCH 13 - PROGRESS: at 74.73% examples, 711505 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:25,290 : INFO : EPOCH 13 - PROGRESS: at 75.06% examples, 711296 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:26:26,303 : INFO : EPOCH 13 - PROGRESS: at 75.41% examples, 711107 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:27,314 : INFO : EPOCH 13 - PROGRESS: at 75.73% examples, 710878 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:26:28,326 : INFO : EPOCH 13 - PROGRESS: at 76.05% examples, 710740 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:29,336 : INFO : EPOCH 13 - PROGRESS: at 76.38% examples, 710572 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:30,354 : INFO : EPOCH 13 - PROGRESS: at 76.69% examples, 710329 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:31,354 : INFO : EPOCH 13 - PROGRESS: at 77.01% examples, 710177 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:32,363 : INFO : EPOCH 13 - PROGRESS: at 77.35% examples, 709960 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:33,363 : INFO : EPOCH 13 - PROGRESS: at 77.65% examples, 709819 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:34,374 : INFO : EPOCH 13 - PROGRESS: at 77.97% examples, 709632 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:35,376 : INFO : EPOCH 13 - PROGRESS: at 78.28% examples, 709396 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:36,377 : INFO : EPOCH 13 - PROGRESS: at 78.57% examples, 709283 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:37,381 : INFO : EPOCH 13 - PROGRESS: at 78.91% examples, 709086 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:26:38,390 : INFO : EPOCH 13 - PROGRESS: at 79.21% examples, 708947 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:39,396 : INFO : EPOCH 13 - PROGRESS: at 79.55% examples, 708727 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:40,413 : INFO : EPOCH 13 - PROGRESS: at 79.89% examples, 708518 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:41,418 : INFO : EPOCH 13 - PROGRESS: at 80.22% examples, 708328 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:42,423 : INFO : EPOCH 13 - PROGRESS: at 80.52% examples, 708202 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:26:43,423 : INFO : EPOCH 13 - PROGRESS: at 80.82% examples, 708039 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:44,424 : INFO : EPOCH 13 - PROGRESS: at 81.14% examples, 707872 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:45,426 : INFO : EPOCH 13 - PROGRESS: at 81.44% examples, 707725 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:46,427 : INFO : EPOCH 13 - PROGRESS: at 81.78% examples, 707548 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:47,431 : INFO : EPOCH 13 - PROGRESS: at 82.12% examples, 707420 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:48,436 : INFO : EPOCH 13 - PROGRESS: at 82.43% examples, 707232 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:49,448 : INFO : EPOCH 13 - PROGRESS: at 82.78% examples, 707037 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:50,454 : INFO : EPOCH 13 - PROGRESS: at 83.09% examples, 706905 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:26:51,460 : INFO : EPOCH 13 - PROGRESS: at 83.41% examples, 706727 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:52,482 : INFO : EPOCH 13 - PROGRESS: at 83.74% examples, 706566 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:53,484 : INFO : EPOCH 13 - PROGRESS: at 84.08% examples, 706441 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:54,495 : INFO : EPOCH 13 - PROGRESS: at 84.39% examples, 706270 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:55,496 : INFO : EPOCH 13 - PROGRESS: at 84.71% examples, 706098 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:56,497 : INFO : EPOCH 13 - PROGRESS: at 85.02% examples, 705997 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:57,502 : INFO : EPOCH 13 - PROGRESS: at 85.34% examples, 705819 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:58,505 : INFO : EPOCH 13 - PROGRESS: at 85.66% examples, 705668 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:26:59,513 : INFO : EPOCH 13 - PROGRESS: at 85.96% examples, 705478 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:00,527 : INFO : EPOCH 13 - PROGRESS: at 86.29% examples, 705303 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:01,534 : INFO : EPOCH 13 - PROGRESS: at 86.62% examples, 705117 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:02,535 : INFO : EPOCH 13 - PROGRESS: at 86.94% examples, 704976 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:03,546 : INFO : EPOCH 13 - PROGRESS: at 87.25% examples, 704824 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:04,571 : INFO : EPOCH 13 - PROGRESS: at 87.58% examples, 704668 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:27:05,583 : INFO : EPOCH 13 - PROGRESS: at 87.91% examples, 704546 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:06,597 : INFO : EPOCH 13 - PROGRESS: at 88.27% examples, 704356 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:07,598 : INFO : EPOCH 13 - PROGRESS: at 88.59% examples, 704210 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:08,607 : INFO : EPOCH 13 - PROGRESS: at 88.91% examples, 704062 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:09,619 : INFO : EPOCH 13 - PROGRESS: at 89.25% examples, 703858 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:10,624 : INFO : EPOCH 13 - PROGRESS: at 89.60% examples, 703695 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:11,630 : INFO : EPOCH 13 - PROGRESS: at 89.93% examples, 703541 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:12,640 : INFO : EPOCH 13 - PROGRESS: at 90.26% examples, 703397 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:13,651 : INFO : EPOCH 13 - PROGRESS: at 90.57% examples, 703276 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:14,661 : INFO : EPOCH 13 - PROGRESS: at 90.89% examples, 703145 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:15,661 : INFO : EPOCH 13 - PROGRESS: at 91.22% examples, 703033 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:16,667 : INFO : EPOCH 13 - PROGRESS: at 91.57% examples, 702886 words/s, in_qsize 6, out_qsize 0
2020-07-24 11:27:17,676 : INFO : EPOCH 13 - PROGRESS: at 91.89% examples, 702757 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:18,679 : INFO : EPOCH 13 - PROGRESS: at 92.22% examples, 702614 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:19,682 : INFO : EPOCH 13 - PROGRESS: at 92.52% examples, 702482 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:27:20,685 : INFO : EPOCH 13 - PROGRESS: at 92.84% examples, 702383 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:21,693 : INFO : EPOCH 13 - PROGRESS: at 93.14% examples, 702248 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:22,693 : INFO : EPOCH 13 - PROGRESS: at 93.45% examples, 702147 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:23,697 : INFO : EPOCH 13 - PROGRESS: at 93.79% examples, 702009 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:24,707 : INFO : EPOCH 13 - PROGRESS: at 94.10% examples, 701883 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:25,709 : INFO : EPOCH 13 - PROGRESS: at 94.41% examples, 701716 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:26,722 : INFO : EPOCH 13 - PROGRESS: at 94.72% examples, 701605 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:27,734 : INFO : EPOCH 13 - PROGRESS: at 95.06% examples, 701472 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:28,737 : INFO : EPOCH 13 - PROGRESS: at 95.38% examples, 701378 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:29,746 : INFO : EPOCH 13 - PROGRESS: at 95.70% examples, 701229 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:30,769 : INFO : EPOCH 13 - PROGRESS: at 96.02% examples, 701087 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:31,769 : INFO : EPOCH 13 - PROGRESS: at 96.34% examples, 700985 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:27:32,777 : INFO : EPOCH 13 - PROGRESS: at 96.65% examples, 700885 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:33,782 : INFO : EPOCH 13 - PROGRESS: at 97.00% examples, 700774 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:34,804 : INFO : EPOCH 13 - PROGRESS: at 97.29% examples, 700634 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:35,818 : INFO : EPOCH 13 - PROGRESS: at 97.61% examples, 700559 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:36,821 : INFO : EPOCH 13 - PROGRESS: at 97.94% examples, 700399 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:37,826 : INFO : EPOCH 13 - PROGRESS: at 98.28% examples, 700298 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:38,829 : INFO : EPOCH 13 - PROGRESS: at 98.58% examples, 700149 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:39,835 : INFO : EPOCH 13 - PROGRESS: at 98.88% examples, 699919 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:40,857 : INFO : EPOCH 13 - PROGRESS: at 99.21% examples, 699718 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:41,874 : INFO : EPOCH 13 - PROGRESS: at 99.53% examples, 699474 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:42,899 : INFO : EPOCH 13 - PROGRESS: at 99.82% examples, 699040 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:43,466 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 11:27:43,467 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 11:27:43,469 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 11:27:43,475 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 11:27:43,475 : INFO : EPOCH - 13 : training on 265921901 raw words (206689186 effective words) took 295.7s, 698883 effective words/s
2020-07-24 11:27:44,485 : INFO : EPOCH 14 - PROGRESS: at 0.35% examples, 696872 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:45,502 : INFO : EPOCH 14 - PROGRESS: at 0.69% examples, 712244 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:46,511 : INFO : EPOCH 14 - PROGRESS: at 1.06% examples, 720150 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:47,521 : INFO : EPOCH 14 - PROGRESS: at 1.41% examples, 721764 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:48,524 : INFO : EPOCH 14 - PROGRESS: at 1.76% examples, 724213 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:49,540 : INFO : EPOCH 14 - PROGRESS: at 2.12% examples, 724858 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:50,549 : INFO : EPOCH 14 - PROGRESS: at 2.48% examples, 725725 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:51,560 : INFO : EPOCH 14 - PROGRESS: at 2.86% examples, 727295 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:52,561 : INFO : EPOCH 14 - PROGRESS: at 3.23% examples, 728594 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:53,563 : INFO : EPOCH 14 - PROGRESS: at 3.56% examples, 728708 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:54,575 : INFO : EPOCH 14 - PROGRESS: at 3.93% examples, 728506 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:55,577 : INFO : EPOCH 14 - PROGRESS: at 4.25% examples, 728206 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:56,578 : INFO : EPOCH 14 - PROGRESS: at 4.61% examples, 729190 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:57,580 : INFO : EPOCH 14 - PROGRESS: at 4.96% examples, 729578 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:58,591 : INFO : EPOCH 14 - PROGRESS: at 5.32% examples, 729579 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:27:59,614 : INFO : EPOCH 14 - PROGRESS: at 5.66% examples, 728860 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:00,621 : INFO : EPOCH 14 - PROGRESS: at 6.03% examples, 728889 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:01,627 : INFO : EPOCH 14 - PROGRESS: at 6.40% examples, 728441 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:02,635 : INFO : EPOCH 14 - PROGRESS: at 6.74% examples, 729004 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:03,636 : INFO : EPOCH 14 - PROGRESS: at 7.07% examples, 728978 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:04,637 : INFO : EPOCH 14 - PROGRESS: at 7.42% examples, 728901 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:05,638 : INFO : EPOCH 14 - PROGRESS: at 7.75% examples, 729526 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:06,643 : INFO : EPOCH 14 - PROGRESS: at 8.12% examples, 729122 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:07,646 : INFO : EPOCH 14 - PROGRESS: at 8.48% examples, 729360 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:08,653 : INFO : EPOCH 14 - PROGRESS: at 8.83% examples, 728973 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:09,657 : INFO : EPOCH 14 - PROGRESS: at 9.21% examples, 729005 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:28:10,660 : INFO : EPOCH 14 - PROGRESS: at 9.56% examples, 729036 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:11,663 : INFO : EPOCH 14 - PROGRESS: at 9.90% examples, 729062 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:12,665 : INFO : EPOCH 14 - PROGRESS: at 10.24% examples, 729308 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:13,670 : INFO : EPOCH 14 - PROGRESS: at 10.59% examples, 729504 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:14,673 : INFO : EPOCH 14 - PROGRESS: at 10.95% examples, 729322 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:15,683 : INFO : EPOCH 14 - PROGRESS: at 11.33% examples, 729189 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:16,699 : INFO : EPOCH 14 - PROGRESS: at 11.67% examples, 728909 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:17,705 : INFO : EPOCH 14 - PROGRESS: at 12.04% examples, 729134 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:18,708 : INFO : EPOCH 14 - PROGRESS: at 12.42% examples, 729155 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:19,721 : INFO : EPOCH 14 - PROGRESS: at 12.76% examples, 729353 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:20,722 : INFO : EPOCH 14 - PROGRESS: at 13.12% examples, 729347 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:21,725 : INFO : EPOCH 14 - PROGRESS: at 13.47% examples, 729508 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:22,732 : INFO : EPOCH 14 - PROGRESS: at 13.82% examples, 729569 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:23,739 : INFO : EPOCH 14 - PROGRESS: at 14.18% examples, 729463 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:24,743 : INFO : EPOCH 14 - PROGRESS: at 14.52% examples, 729601 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:25,748 : INFO : EPOCH 14 - PROGRESS: at 14.89% examples, 729782 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:26,755 : INFO : EPOCH 14 - PROGRESS: at 15.25% examples, 729527 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:27,769 : INFO : EPOCH 14 - PROGRESS: at 15.57% examples, 729581 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:28,790 : INFO : EPOCH 14 - PROGRESS: at 15.95% examples, 729549 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:29,796 : INFO : EPOCH 14 - PROGRESS: at 16.32% examples, 729835 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:30,798 : INFO : EPOCH 14 - PROGRESS: at 16.67% examples, 729823 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:31,810 : INFO : EPOCH 14 - PROGRESS: at 17.04% examples, 730030 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:32,812 : INFO : EPOCH 14 - PROGRESS: at 17.37% examples, 730210 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:33,816 : INFO : EPOCH 14 - PROGRESS: at 17.71% examples, 730199 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:28:34,829 : INFO : EPOCH 14 - PROGRESS: at 18.05% examples, 730064 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:35,849 : INFO : EPOCH 14 - PROGRESS: at 18.43% examples, 730108 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:28:36,851 : INFO : EPOCH 14 - PROGRESS: at 18.79% examples, 730334 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:37,866 : INFO : EPOCH 14 - PROGRESS: at 19.14% examples, 730160 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:38,870 : INFO : EPOCH 14 - PROGRESS: at 19.49% examples, 730249 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:39,881 : INFO : EPOCH 14 - PROGRESS: at 19.84% examples, 730425 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:28:40,885 : INFO : EPOCH 14 - PROGRESS: at 20.20% examples, 730472 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:41,891 : INFO : EPOCH 14 - PROGRESS: at 20.56% examples, 730499 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:28:42,892 : INFO : EPOCH 14 - PROGRESS: at 20.93% examples, 730432 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:43,899 : INFO : EPOCH 14 - PROGRESS: at 21.28% examples, 730542 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:44,906 : INFO : EPOCH 14 - PROGRESS: at 21.64% examples, 730594 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:45,906 : INFO : EPOCH 14 - PROGRESS: at 21.98% examples, 730558 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:46,909 : INFO : EPOCH 14 - PROGRESS: at 22.33% examples, 730591 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:47,914 : INFO : EPOCH 14 - PROGRESS: at 22.72% examples, 730569 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:48,917 : INFO : EPOCH 14 - PROGRESS: at 23.08% examples, 730529 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:49,931 : INFO : EPOCH 14 - PROGRESS: at 23.43% examples, 730447 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:50,943 : INFO : EPOCH 14 - PROGRESS: at 23.81% examples, 730464 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:28:51,956 : INFO : EPOCH 14 - PROGRESS: at 24.18% examples, 730352 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:52,961 : INFO : EPOCH 14 - PROGRESS: at 24.55% examples, 730377 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:53,972 : INFO : EPOCH 14 - PROGRESS: at 24.91% examples, 730188 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:54,982 : INFO : EPOCH 14 - PROGRESS: at 25.28% examples, 730271 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:56,004 : INFO : EPOCH 14 - PROGRESS: at 25.64% examples, 730142 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:57,004 : INFO : EPOCH 14 - PROGRESS: at 25.99% examples, 730312 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:58,014 : INFO : EPOCH 14 - PROGRESS: at 26.37% examples, 730229 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:28:59,019 : INFO : EPOCH 14 - PROGRESS: at 26.72% examples, 730192 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:00,030 : INFO : EPOCH 14 - PROGRESS: at 27.08% examples, 730198 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:01,036 : INFO : EPOCH 14 - PROGRESS: at 27.45% examples, 730240 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:02,049 : INFO : EPOCH 14 - PROGRESS: at 27.81% examples, 730219 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:29:03,057 : INFO : EPOCH 14 - PROGRESS: at 28.19% examples, 730069 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:04,058 : INFO : EPOCH 14 - PROGRESS: at 28.57% examples, 730117 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:05,062 : INFO : EPOCH 14 - PROGRESS: at 28.94% examples, 730284 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:29:06,068 : INFO : EPOCH 14 - PROGRESS: at 29.28% examples, 730263 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:07,072 : INFO : EPOCH 14 - PROGRESS: at 29.65% examples, 730380 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:08,078 : INFO : EPOCH 14 - PROGRESS: at 30.03% examples, 730351 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:09,092 : INFO : EPOCH 14 - PROGRESS: at 30.38% examples, 730459 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:10,093 : INFO : EPOCH 14 - PROGRESS: at 30.77% examples, 730508 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:11,096 : INFO : EPOCH 14 - PROGRESS: at 31.12% examples, 730554 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:12,104 : INFO : EPOCH 14 - PROGRESS: at 31.49% examples, 730573 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:13,115 : INFO : EPOCH 14 - PROGRESS: at 31.86% examples, 730490 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:14,118 : INFO : EPOCH 14 - PROGRESS: at 32.21% examples, 730588 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:15,119 : INFO : EPOCH 14 - PROGRESS: at 32.58% examples, 730562 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:16,126 : INFO : EPOCH 14 - PROGRESS: at 32.93% examples, 730552 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:17,133 : INFO : EPOCH 14 - PROGRESS: at 33.29% examples, 730567 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:18,135 : INFO : EPOCH 14 - PROGRESS: at 33.65% examples, 730494 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:19,139 : INFO : EPOCH 14 - PROGRESS: at 34.01% examples, 730495 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:20,141 : INFO : EPOCH 14 - PROGRESS: at 34.37% examples, 730353 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:21,154 : INFO : EPOCH 14 - PROGRESS: at 34.73% examples, 730446 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:22,166 : INFO : EPOCH 14 - PROGRESS: at 35.11% examples, 730441 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:23,167 : INFO : EPOCH 14 - PROGRESS: at 35.48% examples, 730465 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:24,172 : INFO : EPOCH 14 - PROGRESS: at 35.85% examples, 730515 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:25,176 : INFO : EPOCH 14 - PROGRESS: at 36.20% examples, 730454 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:26,176 : INFO : EPOCH 14 - PROGRESS: at 36.53% examples, 730515 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:27,177 : INFO : EPOCH 14 - PROGRESS: at 36.88% examples, 730605 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:28,181 : INFO : EPOCH 14 - PROGRESS: at 37.22% examples, 730631 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:29,183 : INFO : EPOCH 14 - PROGRESS: at 37.56% examples, 730738 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:30,185 : INFO : EPOCH 14 - PROGRESS: at 37.91% examples, 730876 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:31,202 : INFO : EPOCH 14 - PROGRESS: at 38.29% examples, 730931 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:32,206 : INFO : EPOCH 14 - PROGRESS: at 38.66% examples, 730940 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:33,207 : INFO : EPOCH 14 - PROGRESS: at 39.05% examples, 730784 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:34,212 : INFO : EPOCH 14 - PROGRESS: at 39.38% examples, 730843 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:35,223 : INFO : EPOCH 14 - PROGRESS: at 39.74% examples, 730845 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:36,224 : INFO : EPOCH 14 - PROGRESS: at 40.13% examples, 730873 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:29:37,237 : INFO : EPOCH 14 - PROGRESS: at 40.50% examples, 730797 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:38,244 : INFO : EPOCH 14 - PROGRESS: at 40.86% examples, 730859 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:29:39,252 : INFO : EPOCH 14 - PROGRESS: at 41.23% examples, 730924 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:40,262 : INFO : EPOCH 14 - PROGRESS: at 41.57% examples, 730984 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:41,280 : INFO : EPOCH 14 - PROGRESS: at 41.95% examples, 730965 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:29:42,285 : INFO : EPOCH 14 - PROGRESS: at 42.31% examples, 731006 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:43,285 : INFO : EPOCH 14 - PROGRESS: at 42.67% examples, 731089 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:44,303 : INFO : EPOCH 14 - PROGRESS: at 43.00% examples, 731019 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:45,305 : INFO : EPOCH 14 - PROGRESS: at 43.36% examples, 731109 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:46,308 : INFO : EPOCH 14 - PROGRESS: at 43.72% examples, 731129 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:47,314 : INFO : EPOCH 14 - PROGRESS: at 44.10% examples, 731193 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:48,327 : INFO : EPOCH 14 - PROGRESS: at 44.46% examples, 731192 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:29:49,338 : INFO : EPOCH 14 - PROGRESS: at 44.81% examples, 731112 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:50,350 : INFO : EPOCH 14 - PROGRESS: at 45.15% examples, 731143 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:51,350 : INFO : EPOCH 14 - PROGRESS: at 45.51% examples, 731143 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:52,367 : INFO : EPOCH 14 - PROGRESS: at 45.86% examples, 731202 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:53,379 : INFO : EPOCH 14 - PROGRESS: at 46.23% examples, 731166 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:54,398 : INFO : EPOCH 14 - PROGRESS: at 46.57% examples, 731240 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:55,403 : INFO : EPOCH 14 - PROGRESS: at 46.94% examples, 731250 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:56,403 : INFO : EPOCH 14 - PROGRESS: at 47.31% examples, 731281 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:57,413 : INFO : EPOCH 14 - PROGRESS: at 47.67% examples, 731320 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:58,419 : INFO : EPOCH 14 - PROGRESS: at 48.06% examples, 731256 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:29:59,440 : INFO : EPOCH 14 - PROGRESS: at 48.43% examples, 731132 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:00,448 : INFO : EPOCH 14 - PROGRESS: at 48.76% examples, 731159 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:01,478 : INFO : EPOCH 14 - PROGRESS: at 49.11% examples, 731200 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:02,480 : INFO : EPOCH 14 - PROGRESS: at 49.46% examples, 731284 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:30:03,482 : INFO : EPOCH 14 - PROGRESS: at 49.81% examples, 731348 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:04,490 : INFO : EPOCH 14 - PROGRESS: at 50.14% examples, 731298 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:05,496 : INFO : EPOCH 14 - PROGRESS: at 50.49% examples, 731326 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:06,511 : INFO : EPOCH 14 - PROGRESS: at 50.87% examples, 731300 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:07,512 : INFO : EPOCH 14 - PROGRESS: at 51.23% examples, 731370 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:08,519 : INFO : EPOCH 14 - PROGRESS: at 51.56% examples, 731422 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:09,526 : INFO : EPOCH 14 - PROGRESS: at 51.92% examples, 731487 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:10,537 : INFO : EPOCH 14 - PROGRESS: at 52.26% examples, 731471 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:11,554 : INFO : EPOCH 14 - PROGRESS: at 52.62% examples, 731493 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:12,562 : INFO : EPOCH 14 - PROGRESS: at 52.99% examples, 731454 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:13,565 : INFO : EPOCH 14 - PROGRESS: at 53.36% examples, 731411 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:14,581 : INFO : EPOCH 14 - PROGRESS: at 53.69% examples, 731432 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:15,582 : INFO : EPOCH 14 - PROGRESS: at 54.04% examples, 731463 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:16,584 : INFO : EPOCH 14 - PROGRESS: at 54.38% examples, 731382 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:17,590 : INFO : EPOCH 14 - PROGRESS: at 54.74% examples, 731382 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:18,610 : INFO : EPOCH 14 - PROGRESS: at 55.08% examples, 731416 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:19,620 : INFO : EPOCH 14 - PROGRESS: at 55.43% examples, 731237 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:20,622 : INFO : EPOCH 14 - PROGRESS: at 55.76% examples, 731058 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:21,630 : INFO : EPOCH 14 - PROGRESS: at 56.11% examples, 730850 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:22,647 : INFO : EPOCH 14 - PROGRESS: at 56.44% examples, 730387 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:23,666 : INFO : EPOCH 14 - PROGRESS: at 56.73% examples, 729319 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:24,666 : INFO : EPOCH 14 - PROGRESS: at 57.10% examples, 729327 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:25,667 : INFO : EPOCH 14 - PROGRESS: at 57.44% examples, 729377 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:26,671 : INFO : EPOCH 14 - PROGRESS: at 57.79% examples, 729338 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:30:27,676 : INFO : EPOCH 14 - PROGRESS: at 58.17% examples, 729313 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:28,679 : INFO : EPOCH 14 - PROGRESS: at 58.52% examples, 729331 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:29,684 : INFO : EPOCH 14 - PROGRESS: at 58.86% examples, 729376 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:30,699 : INFO : EPOCH 14 - PROGRESS: at 59.22% examples, 729348 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:31,708 : INFO : EPOCH 14 - PROGRESS: at 59.62% examples, 729349 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:32,711 : INFO : EPOCH 14 - PROGRESS: at 59.99% examples, 729365 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:33,718 : INFO : EPOCH 14 - PROGRESS: at 60.33% examples, 729358 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:34,731 : INFO : EPOCH 14 - PROGRESS: at 60.69% examples, 729379 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:35,738 : INFO : EPOCH 14 - PROGRESS: at 61.06% examples, 729423 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:36,739 : INFO : EPOCH 14 - PROGRESS: at 61.40% examples, 729381 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:37,745 : INFO : EPOCH 14 - PROGRESS: at 61.76% examples, 729440 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:38,748 : INFO : EPOCH 14 - PROGRESS: at 62.14% examples, 729460 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:39,766 : INFO : EPOCH 14 - PROGRESS: at 62.49% examples, 729444 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:40,777 : INFO : EPOCH 14 - PROGRESS: at 62.84% examples, 729472 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:41,801 : INFO : EPOCH 14 - PROGRESS: at 63.23% examples, 729451 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:42,813 : INFO : EPOCH 14 - PROGRESS: at 63.59% examples, 729498 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:43,828 : INFO : EPOCH 14 - PROGRESS: at 63.94% examples, 729544 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:44,842 : INFO : EPOCH 14 - PROGRESS: at 64.29% examples, 729565 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:45,852 : INFO : EPOCH 14 - PROGRESS: at 64.62% examples, 729578 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:46,856 : INFO : EPOCH 14 - PROGRESS: at 64.96% examples, 729555 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:47,868 : INFO : EPOCH 14 - PROGRESS: at 65.33% examples, 729615 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:48,885 : INFO : EPOCH 14 - PROGRESS: at 65.69% examples, 729608 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:30:49,889 : INFO : EPOCH 14 - PROGRESS: at 66.02% examples, 729576 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:50,896 : INFO : EPOCH 14 - PROGRESS: at 66.38% examples, 729661 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:30:51,900 : INFO : EPOCH 14 - PROGRESS: at 66.74% examples, 729674 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:30:52,901 : INFO : EPOCH 14 - PROGRESS: at 67.10% examples, 729675 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:53,911 : INFO : EPOCH 14 - PROGRESS: at 67.45% examples, 729711 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:54,915 : INFO : EPOCH 14 - PROGRESS: at 67.81% examples, 729650 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:55,923 : INFO : EPOCH 14 - PROGRESS: at 68.16% examples, 729655 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:56,923 : INFO : EPOCH 14 - PROGRESS: at 68.49% examples, 729717 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:57,927 : INFO : EPOCH 14 - PROGRESS: at 68.85% examples, 729742 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:58,932 : INFO : EPOCH 14 - PROGRESS: at 69.18% examples, 729711 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:30:59,933 : INFO : EPOCH 14 - PROGRESS: at 69.54% examples, 729738 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:00,948 : INFO : EPOCH 14 - PROGRESS: at 69.91% examples, 729688 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:01,960 : INFO : EPOCH 14 - PROGRESS: at 70.28% examples, 729664 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:02,970 : INFO : EPOCH 14 - PROGRESS: at 70.63% examples, 729681 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:31:03,980 : INFO : EPOCH 14 - PROGRESS: at 71.00% examples, 729705 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:04,989 : INFO : EPOCH 14 - PROGRESS: at 71.38% examples, 729680 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:05,999 : INFO : EPOCH 14 - PROGRESS: at 71.73% examples, 729700 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:07,004 : INFO : EPOCH 14 - PROGRESS: at 72.07% examples, 729694 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:31:08,010 : INFO : EPOCH 14 - PROGRESS: at 72.40% examples, 729733 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:09,018 : INFO : EPOCH 14 - PROGRESS: at 72.77% examples, 729712 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:31:10,026 : INFO : EPOCH 14 - PROGRESS: at 73.11% examples, 729731 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:31:11,033 : INFO : EPOCH 14 - PROGRESS: at 73.46% examples, 729792 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:12,036 : INFO : EPOCH 14 - PROGRESS: at 73.81% examples, 729833 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:13,054 : INFO : EPOCH 14 - PROGRESS: at 74.18% examples, 729783 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:14,058 : INFO : EPOCH 14 - PROGRESS: at 74.55% examples, 729817 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:15,061 : INFO : EPOCH 14 - PROGRESS: at 74.90% examples, 729856 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:16,064 : INFO : EPOCH 14 - PROGRESS: at 75.25% examples, 729823 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:17,067 : INFO : EPOCH 14 - PROGRESS: at 75.64% examples, 729807 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:18,071 : INFO : EPOCH 14 - PROGRESS: at 75.98% examples, 729846 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:19,079 : INFO : EPOCH 14 - PROGRESS: at 76.32% examples, 729872 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:31:20,096 : INFO : EPOCH 14 - PROGRESS: at 76.67% examples, 729844 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:31:21,109 : INFO : EPOCH 14 - PROGRESS: at 77.03% examples, 729906 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:22,126 : INFO : EPOCH 14 - PROGRESS: at 77.40% examples, 729887 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:31:23,138 : INFO : EPOCH 14 - PROGRESS: at 77.74% examples, 729923 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:24,149 : INFO : EPOCH 14 - PROGRESS: at 78.08% examples, 729961 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:31:25,150 : INFO : EPOCH 14 - PROGRESS: at 78.43% examples, 730026 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:26,153 : INFO : EPOCH 14 - PROGRESS: at 78.75% examples, 729994 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:27,165 : INFO : EPOCH 14 - PROGRESS: at 79.10% examples, 730017 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:28,176 : INFO : EPOCH 14 - PROGRESS: at 79.47% examples, 730022 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:29,207 : INFO : EPOCH 14 - PROGRESS: at 79.85% examples, 729981 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:30,208 : INFO : EPOCH 14 - PROGRESS: at 80.21% examples, 729984 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:31:31,211 : INFO : EPOCH 14 - PROGRESS: at 80.53% examples, 730020 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:32,216 : INFO : EPOCH 14 - PROGRESS: at 80.87% examples, 730060 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:33,218 : INFO : EPOCH 14 - PROGRESS: at 81.22% examples, 730080 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:34,243 : INFO : EPOCH 14 - PROGRESS: at 81.56% examples, 730071 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:35,243 : INFO : EPOCH 14 - PROGRESS: at 81.94% examples, 730060 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:31:36,246 : INFO : EPOCH 14 - PROGRESS: at 82.30% examples, 730072 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:37,249 : INFO : EPOCH 14 - PROGRESS: at 82.66% examples, 730072 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:38,265 : INFO : EPOCH 14 - PROGRESS: at 83.01% examples, 730075 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:31:39,266 : INFO : EPOCH 14 - PROGRESS: at 83.36% examples, 730110 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:40,274 : INFO : EPOCH 14 - PROGRESS: at 83.72% examples, 730121 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:31:41,275 : INFO : EPOCH 14 - PROGRESS: at 84.08% examples, 730104 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:42,279 : INFO : EPOCH 14 - PROGRESS: at 84.42% examples, 730111 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:43,287 : INFO : EPOCH 14 - PROGRESS: at 84.78% examples, 730126 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:44,295 : INFO : EPOCH 14 - PROGRESS: at 85.12% examples, 730169 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:45,300 : INFO : EPOCH 14 - PROGRESS: at 85.48% examples, 730089 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:46,302 : INFO : EPOCH 14 - PROGRESS: at 85.81% examples, 730184 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:47,311 : INFO : EPOCH 14 - PROGRESS: at 86.17% examples, 730165 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:48,315 : INFO : EPOCH 14 - PROGRESS: at 86.52% examples, 730127 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:49,318 : INFO : EPOCH 14 - PROGRESS: at 86.88% examples, 730139 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:50,323 : INFO : EPOCH 14 - PROGRESS: at 87.20% examples, 730140 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:51,327 : INFO : EPOCH 14 - PROGRESS: at 87.56% examples, 730131 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:52,338 : INFO : EPOCH 14 - PROGRESS: at 87.92% examples, 730108 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:53,344 : INFO : EPOCH 14 - PROGRESS: at 88.30% examples, 730059 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:54,350 : INFO : EPOCH 14 - PROGRESS: at 88.67% examples, 730065 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:55,369 : INFO : EPOCH 14 - PROGRESS: at 89.01% examples, 730035 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:56,372 : INFO : EPOCH 14 - PROGRESS: at 89.40% examples, 730030 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:57,375 : INFO : EPOCH 14 - PROGRESS: at 89.78% examples, 730039 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:58,384 : INFO : EPOCH 14 - PROGRESS: at 90.15% examples, 730047 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:31:59,395 : INFO : EPOCH 14 - PROGRESS: at 90.48% examples, 730048 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:00,397 : INFO : EPOCH 14 - PROGRESS: at 90.81% examples, 730037 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:01,411 : INFO : EPOCH 14 - PROGRESS: at 91.19% examples, 730033 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:02,412 : INFO : EPOCH 14 - PROGRESS: at 91.56% examples, 730002 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:03,422 : INFO : EPOCH 14 - PROGRESS: at 91.93% examples, 730044 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:32:04,427 : INFO : EPOCH 14 - PROGRESS: at 92.28% examples, 730047 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:05,428 : INFO : EPOCH 14 - PROGRESS: at 92.61% examples, 730095 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:06,431 : INFO : EPOCH 14 - PROGRESS: at 92.95% examples, 730102 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:07,447 : INFO : EPOCH 14 - PROGRESS: at 93.30% examples, 730112 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:08,449 : INFO : EPOCH 14 - PROGRESS: at 93.65% examples, 730179 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:09,459 : INFO : EPOCH 14 - PROGRESS: at 94.02% examples, 730147 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:10,473 : INFO : EPOCH 14 - PROGRESS: at 94.36% examples, 730153 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:32:11,475 : INFO : EPOCH 14 - PROGRESS: at 94.70% examples, 730227 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:12,479 : INFO : EPOCH 14 - PROGRESS: at 95.06% examples, 730209 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:13,485 : INFO : EPOCH 14 - PROGRESS: at 95.41% examples, 730242 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:14,487 : INFO : EPOCH 14 - PROGRESS: at 95.77% examples, 730202 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:15,489 : INFO : EPOCH 14 - PROGRESS: at 96.11% examples, 730227 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:16,502 : INFO : EPOCH 14 - PROGRESS: at 96.45% examples, 730203 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:17,507 : INFO : EPOCH 14 - PROGRESS: at 96.80% examples, 730208 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:18,508 : INFO : EPOCH 14 - PROGRESS: at 97.16% examples, 730229 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:19,511 : INFO : EPOCH 14 - PROGRESS: at 97.50% examples, 730256 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:20,521 : INFO : EPOCH 14 - PROGRESS: at 97.84% examples, 730254 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:21,548 : INFO : EPOCH 14 - PROGRESS: at 98.23% examples, 730264 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:22,556 : INFO : EPOCH 14 - PROGRESS: at 98.58% examples, 730297 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:23,561 : INFO : EPOCH 14 - PROGRESS: at 98.92% examples, 730319 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:24,565 : INFO : EPOCH 14 - PROGRESS: at 99.29% examples, 730330 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:25,577 : INFO : EPOCH 14 - PROGRESS: at 99.66% examples, 730303 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:32:26,480 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 11:32:26,488 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 11:32:26,490 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 11:32:26,491 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 11:32:26,491 : INFO : EPOCH - 14 : training on 265921901 raw words (206695705 effective words) took 283.0s, 730339 effective words/s
2020-07-24 11:32:27,508 : INFO : EPOCH 15 - PROGRESS: at 0.36% examples, 704921 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:32:28,509 : INFO : EPOCH 15 - PROGRESS: at 0.70% examples, 719130 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:29,515 : INFO : EPOCH 15 - PROGRESS: at 1.06% examples, 725269 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:30,518 : INFO : EPOCH 15 - PROGRESS: at 1.41% examples, 726833 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:31,520 : INFO : EPOCH 15 - PROGRESS: at 1.76% examples, 726899 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:32,538 : INFO : EPOCH 15 - PROGRESS: at 2.12% examples, 726983 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:33,553 : INFO : EPOCH 15 - PROGRESS: at 2.49% examples, 726882 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:34,560 : INFO : EPOCH 15 - PROGRESS: at 2.86% examples, 728682 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:35,569 : INFO : EPOCH 15 - PROGRESS: at 3.23% examples, 730018 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:36,580 : INFO : EPOCH 15 - PROGRESS: at 3.57% examples, 730152 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:37,590 : INFO : EPOCH 15 - PROGRESS: at 3.93% examples, 730517 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:38,598 : INFO : EPOCH 15 - PROGRESS: at 4.26% examples, 730748 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:39,598 : INFO : EPOCH 15 - PROGRESS: at 4.61% examples, 731083 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:40,606 : INFO : EPOCH 15 - PROGRESS: at 4.97% examples, 731075 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:41,607 : INFO : EPOCH 15 - PROGRESS: at 5.33% examples, 730808 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:32:42,608 : INFO : EPOCH 15 - PROGRESS: at 5.67% examples, 731290 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:43,610 : INFO : EPOCH 15 - PROGRESS: at 6.04% examples, 731384 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:44,610 : INFO : EPOCH 15 - PROGRESS: at 6.41% examples, 731033 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:45,616 : INFO : EPOCH 15 - PROGRESS: at 6.74% examples, 731165 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:46,619 : INFO : EPOCH 15 - PROGRESS: at 7.08% examples, 731974 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:47,626 : INFO : EPOCH 15 - PROGRESS: at 7.44% examples, 732155 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:48,629 : INFO : EPOCH 15 - PROGRESS: at 7.78% examples, 732044 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:49,640 : INFO : EPOCH 15 - PROGRESS: at 8.14% examples, 732237 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:50,644 : INFO : EPOCH 15 - PROGRESS: at 8.50% examples, 732446 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:51,648 : INFO : EPOCH 15 - PROGRESS: at 8.86% examples, 731903 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:32:52,662 : INFO : EPOCH 15 - PROGRESS: at 9.24% examples, 731711 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:53,664 : INFO : EPOCH 15 - PROGRESS: at 9.59% examples, 731923 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:54,674 : INFO : EPOCH 15 - PROGRESS: at 9.93% examples, 731893 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:55,680 : INFO : EPOCH 15 - PROGRESS: at 10.28% examples, 731948 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:56,686 : INFO : EPOCH 15 - PROGRESS: at 10.62% examples, 731798 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:57,705 : INFO : EPOCH 15 - PROGRESS: at 11.00% examples, 731980 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:58,706 : INFO : EPOCH 15 - PROGRESS: at 11.37% examples, 731782 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:32:59,719 : INFO : EPOCH 15 - PROGRESS: at 11.69% examples, 730610 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:00,720 : INFO : EPOCH 15 - PROGRESS: at 12.05% examples, 729486 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:01,728 : INFO : EPOCH 15 - PROGRESS: at 12.40% examples, 728560 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:02,735 : INFO : EPOCH 15 - PROGRESS: at 12.71% examples, 726527 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:03,740 : INFO : EPOCH 15 - PROGRESS: at 13.00% examples, 722906 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:33:04,753 : INFO : EPOCH 15 - PROGRESS: at 13.35% examples, 722822 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:05,764 : INFO : EPOCH 15 - PROGRESS: at 13.71% examples, 723257 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:06,769 : INFO : EPOCH 15 - PROGRESS: at 14.07% examples, 723672 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:07,790 : INFO : EPOCH 15 - PROGRESS: at 14.41% examples, 723844 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:33:08,801 : INFO : EPOCH 15 - PROGRESS: at 14.77% examples, 724175 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:09,802 : INFO : EPOCH 15 - PROGRESS: at 15.14% examples, 724185 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:10,816 : INFO : EPOCH 15 - PROGRESS: at 15.49% examples, 724621 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:11,824 : INFO : EPOCH 15 - PROGRESS: at 15.86% examples, 724854 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:12,833 : INFO : EPOCH 15 - PROGRESS: at 16.21% examples, 725220 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:33:13,847 : INFO : EPOCH 15 - PROGRESS: at 16.57% examples, 725366 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:14,851 : INFO : EPOCH 15 - PROGRESS: at 16.95% examples, 725761 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:33:15,869 : INFO : EPOCH 15 - PROGRESS: at 17.28% examples, 725891 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:16,869 : INFO : EPOCH 15 - PROGRESS: at 17.63% examples, 726193 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:17,880 : INFO : EPOCH 15 - PROGRESS: at 17.97% examples, 726236 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:18,899 : INFO : EPOCH 15 - PROGRESS: at 18.34% examples, 726247 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:19,915 : INFO : EPOCH 15 - PROGRESS: at 18.70% examples, 726430 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:20,933 : INFO : EPOCH 15 - PROGRESS: at 19.07% examples, 726539 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:33:21,934 : INFO : EPOCH 15 - PROGRESS: at 19.41% examples, 726921 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:22,943 : INFO : EPOCH 15 - PROGRESS: at 19.77% examples, 726972 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:23,944 : INFO : EPOCH 15 - PROGRESS: at 20.12% examples, 727091 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:24,949 : INFO : EPOCH 15 - PROGRESS: at 20.48% examples, 727233 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:25,955 : INFO : EPOCH 15 - PROGRESS: at 20.85% examples, 727146 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:33:26,961 : INFO : EPOCH 15 - PROGRESS: at 21.20% examples, 727288 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:27,967 : INFO : EPOCH 15 - PROGRESS: at 21.56% examples, 727449 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:28,971 : INFO : EPOCH 15 - PROGRESS: at 21.92% examples, 727592 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:29,977 : INFO : EPOCH 15 - PROGRESS: at 22.27% examples, 727605 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:33:30,989 : INFO : EPOCH 15 - PROGRESS: at 22.64% examples, 727512 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:31,997 : INFO : EPOCH 15 - PROGRESS: at 23.01% examples, 727608 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:33,008 : INFO : EPOCH 15 - PROGRESS: at 23.36% examples, 727831 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:34,030 : INFO : EPOCH 15 - PROGRESS: at 23.74% examples, 727627 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:35,046 : INFO : EPOCH 15 - PROGRESS: at 24.11% examples, 727553 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:36,049 : INFO : EPOCH 15 - PROGRESS: at 24.49% examples, 727520 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:37,055 : INFO : EPOCH 15 - PROGRESS: at 24.84% examples, 727670 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:38,058 : INFO : EPOCH 15 - PROGRESS: at 25.21% examples, 727713 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:39,060 : INFO : EPOCH 15 - PROGRESS: at 25.56% examples, 727885 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:40,072 : INFO : EPOCH 15 - PROGRESS: at 25.93% examples, 727899 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:41,095 : INFO : EPOCH 15 - PROGRESS: at 26.30% examples, 727946 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:42,104 : INFO : EPOCH 15 - PROGRESS: at 26.65% examples, 728103 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:43,111 : INFO : EPOCH 15 - PROGRESS: at 27.02% examples, 728115 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:44,132 : INFO : EPOCH 15 - PROGRESS: at 27.39% examples, 728185 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:45,132 : INFO : EPOCH 15 - PROGRESS: at 27.76% examples, 728412 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:33:46,137 : INFO : EPOCH 15 - PROGRESS: at 28.13% examples, 728260 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:47,146 : INFO : EPOCH 15 - PROGRESS: at 28.52% examples, 728362 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:48,151 : INFO : EPOCH 15 - PROGRESS: at 28.89% examples, 728521 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:49,159 : INFO : EPOCH 15 - PROGRESS: at 29.23% examples, 728666 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:50,174 : INFO : EPOCH 15 - PROGRESS: at 29.60% examples, 728733 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:51,195 : INFO : EPOCH 15 - PROGRESS: at 30.00% examples, 728639 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:33:52,198 : INFO : EPOCH 15 - PROGRESS: at 30.35% examples, 728860 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:53,207 : INFO : EPOCH 15 - PROGRESS: at 30.73% examples, 729000 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:54,210 : INFO : EPOCH 15 - PROGRESS: at 31.09% examples, 729120 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:33:55,226 : INFO : EPOCH 15 - PROGRESS: at 31.46% examples, 729109 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:56,239 : INFO : EPOCH 15 - PROGRESS: at 31.84% examples, 729191 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:57,242 : INFO : EPOCH 15 - PROGRESS: at 32.20% examples, 729342 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:58,268 : INFO : EPOCH 15 - PROGRESS: at 32.56% examples, 729244 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:33:59,272 : INFO : EPOCH 15 - PROGRESS: at 32.91% examples, 729285 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:00,273 : INFO : EPOCH 15 - PROGRESS: at 33.28% examples, 729297 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:01,286 : INFO : EPOCH 15 - PROGRESS: at 33.64% examples, 729340 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:02,296 : INFO : EPOCH 15 - PROGRESS: at 34.00% examples, 729313 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:34:03,299 : INFO : EPOCH 15 - PROGRESS: at 34.37% examples, 729322 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:04,310 : INFO : EPOCH 15 - PROGRESS: at 34.73% examples, 729447 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:05,312 : INFO : EPOCH 15 - PROGRESS: at 35.11% examples, 729379 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:06,314 : INFO : EPOCH 15 - PROGRESS: at 35.47% examples, 729407 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:07,316 : INFO : EPOCH 15 - PROGRESS: at 35.84% examples, 729507 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:08,318 : INFO : EPOCH 15 - PROGRESS: at 36.20% examples, 729561 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:09,328 : INFO : EPOCH 15 - PROGRESS: at 36.53% examples, 729610 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:10,338 : INFO : EPOCH 15 - PROGRESS: at 36.88% examples, 729711 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:11,352 : INFO : EPOCH 15 - PROGRESS: at 37.23% examples, 729836 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:12,355 : INFO : EPOCH 15 - PROGRESS: at 37.57% examples, 729887 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:13,357 : INFO : EPOCH 15 - PROGRESS: at 37.92% examples, 729933 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:14,359 : INFO : EPOCH 15 - PROGRESS: at 38.29% examples, 729974 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:15,361 : INFO : EPOCH 15 - PROGRESS: at 38.66% examples, 729986 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:16,365 : INFO : EPOCH 15 - PROGRESS: at 39.05% examples, 729957 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:17,370 : INFO : EPOCH 15 - PROGRESS: at 39.39% examples, 730020 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:18,376 : INFO : EPOCH 15 - PROGRESS: at 39.75% examples, 730128 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:19,390 : INFO : EPOCH 15 - PROGRESS: at 40.14% examples, 730075 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:34:20,390 : INFO : EPOCH 15 - PROGRESS: at 40.50% examples, 730086 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:21,399 : INFO : EPOCH 15 - PROGRESS: at 40.86% examples, 730146 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:22,408 : INFO : EPOCH 15 - PROGRESS: at 41.24% examples, 730183 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:23,414 : INFO : EPOCH 15 - PROGRESS: at 41.58% examples, 730314 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:24,416 : INFO : EPOCH 15 - PROGRESS: at 41.95% examples, 730266 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:34:25,419 : INFO : EPOCH 15 - PROGRESS: at 42.31% examples, 730331 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:26,421 : INFO : EPOCH 15 - PROGRESS: at 42.66% examples, 730278 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:27,443 : INFO : EPOCH 15 - PROGRESS: at 43.00% examples, 730316 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:28,452 : INFO : EPOCH 15 - PROGRESS: at 43.36% examples, 730367 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:29,471 : INFO : EPOCH 15 - PROGRESS: at 43.73% examples, 730360 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:30,475 : INFO : EPOCH 15 - PROGRESS: at 44.10% examples, 730388 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:31,479 : INFO : EPOCH 15 - PROGRESS: at 44.46% examples, 730450 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:32,479 : INFO : EPOCH 15 - PROGRESS: at 44.81% examples, 730434 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:33,489 : INFO : EPOCH 15 - PROGRESS: at 45.15% examples, 730491 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:34,495 : INFO : EPOCH 15 - PROGRESS: at 45.51% examples, 730522 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:35,498 : INFO : EPOCH 15 - PROGRESS: at 45.86% examples, 730606 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:36,509 : INFO : EPOCH 15 - PROGRESS: at 46.23% examples, 730586 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:37,510 : INFO : EPOCH 15 - PROGRESS: at 46.57% examples, 730767 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:38,512 : INFO : EPOCH 15 - PROGRESS: at 46.94% examples, 730743 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:39,515 : INFO : EPOCH 15 - PROGRESS: at 47.30% examples, 730756 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:40,532 : INFO : EPOCH 15 - PROGRESS: at 47.67% examples, 730765 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:41,539 : INFO : EPOCH 15 - PROGRESS: at 48.06% examples, 730745 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:42,547 : INFO : EPOCH 15 - PROGRESS: at 48.43% examples, 730693 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:43,557 : INFO : EPOCH 15 - PROGRESS: at 48.77% examples, 730797 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:44,573 : INFO : EPOCH 15 - PROGRESS: at 49.11% examples, 730832 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:45,592 : INFO : EPOCH 15 - PROGRESS: at 49.47% examples, 730944 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:34:46,595 : INFO : EPOCH 15 - PROGRESS: at 49.82% examples, 730991 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:47,604 : INFO : EPOCH 15 - PROGRESS: at 50.15% examples, 731047 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:48,605 : INFO : EPOCH 15 - PROGRESS: at 50.51% examples, 731075 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:49,626 : INFO : EPOCH 15 - PROGRESS: at 50.89% examples, 731048 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:50,641 : INFO : EPOCH 15 - PROGRESS: at 51.24% examples, 731122 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:51,648 : INFO : EPOCH 15 - PROGRESS: at 51.58% examples, 731237 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:52,656 : INFO : EPOCH 15 - PROGRESS: at 51.94% examples, 731238 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:34:53,661 : INFO : EPOCH 15 - PROGRESS: at 52.28% examples, 731260 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:34:54,670 : INFO : EPOCH 15 - PROGRESS: at 52.63% examples, 731328 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:55,683 : INFO : EPOCH 15 - PROGRESS: at 53.01% examples, 731284 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:56,694 : INFO : EPOCH 15 - PROGRESS: at 53.38% examples, 731268 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:57,696 : INFO : EPOCH 15 - PROGRESS: at 53.72% examples, 731312 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:34:58,705 : INFO : EPOCH 15 - PROGRESS: at 54.06% examples, 731270 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:34:59,715 : INFO : EPOCH 15 - PROGRESS: at 54.40% examples, 731256 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:00,729 : INFO : EPOCH 15 - PROGRESS: at 54.76% examples, 731173 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:35:01,738 : INFO : EPOCH 15 - PROGRESS: at 55.11% examples, 731265 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:02,739 : INFO : EPOCH 15 - PROGRESS: at 55.47% examples, 731281 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:03,746 : INFO : EPOCH 15 - PROGRESS: at 55.82% examples, 731277 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:04,751 : INFO : EPOCH 15 - PROGRESS: at 56.18% examples, 731296 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:05,761 : INFO : EPOCH 15 - PROGRESS: at 56.54% examples, 731326 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:35:06,767 : INFO : EPOCH 15 - PROGRESS: at 56.93% examples, 731280 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:07,780 : INFO : EPOCH 15 - PROGRESS: at 57.28% examples, 731313 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:08,788 : INFO : EPOCH 15 - PROGRESS: at 57.62% examples, 731326 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:09,796 : INFO : EPOCH 15 - PROGRESS: at 57.99% examples, 731251 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:10,796 : INFO : EPOCH 15 - PROGRESS: at 58.35% examples, 731245 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:11,803 : INFO : EPOCH 15 - PROGRESS: at 58.70% examples, 731241 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:12,805 : INFO : EPOCH 15 - PROGRESS: at 59.05% examples, 731273 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:13,819 : INFO : EPOCH 15 - PROGRESS: at 59.43% examples, 731199 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:14,836 : INFO : EPOCH 15 - PROGRESS: at 59.82% examples, 731163 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:15,837 : INFO : EPOCH 15 - PROGRESS: at 60.17% examples, 731204 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:16,841 : INFO : EPOCH 15 - PROGRESS: at 60.54% examples, 731193 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:17,844 : INFO : EPOCH 15 - PROGRESS: at 60.89% examples, 731226 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:18,852 : INFO : EPOCH 15 - PROGRESS: at 61.25% examples, 731190 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:19,853 : INFO : EPOCH 15 - PROGRESS: at 61.59% examples, 731212 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:20,853 : INFO : EPOCH 15 - PROGRESS: at 61.95% examples, 731254 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:21,854 : INFO : EPOCH 15 - PROGRESS: at 62.31% examples, 731208 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:22,857 : INFO : EPOCH 15 - PROGRESS: at 62.67% examples, 731260 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:23,887 : INFO : EPOCH 15 - PROGRESS: at 63.03% examples, 731232 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:24,888 : INFO : EPOCH 15 - PROGRESS: at 63.41% examples, 731334 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:25,893 : INFO : EPOCH 15 - PROGRESS: at 63.76% examples, 731392 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:26,899 : INFO : EPOCH 15 - PROGRESS: at 64.12% examples, 731352 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:27,907 : INFO : EPOCH 15 - PROGRESS: at 64.45% examples, 731389 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:28,912 : INFO : EPOCH 15 - PROGRESS: at 64.79% examples, 731404 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:29,919 : INFO : EPOCH 15 - PROGRESS: at 65.15% examples, 731438 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:30,938 : INFO : EPOCH 15 - PROGRESS: at 65.50% examples, 731460 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:31,938 : INFO : EPOCH 15 - PROGRESS: at 65.86% examples, 731493 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:32,942 : INFO : EPOCH 15 - PROGRESS: at 66.22% examples, 731477 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:33,946 : INFO : EPOCH 15 - PROGRESS: at 66.55% examples, 731555 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:34,957 : INFO : EPOCH 15 - PROGRESS: at 66.91% examples, 731492 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:35,957 : INFO : EPOCH 15 - PROGRESS: at 67.28% examples, 731550 words/s, in_qsize 6, out_qsize 0
2020-07-24 11:35:36,961 : INFO : EPOCH 15 - PROGRESS: at 67.64% examples, 731515 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:35:37,962 : INFO : EPOCH 15 - PROGRESS: at 67.97% examples, 731523 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:38,966 : INFO : EPOCH 15 - PROGRESS: at 68.32% examples, 731493 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:39,975 : INFO : EPOCH 15 - PROGRESS: at 68.66% examples, 731335 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:40,982 : INFO : EPOCH 15 - PROGRESS: at 68.99% examples, 731175 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:41,985 : INFO : EPOCH 15 - PROGRESS: at 69.32% examples, 731042 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:42,988 : INFO : EPOCH 15 - PROGRESS: at 69.61% examples, 730459 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:43,990 : INFO : EPOCH 15 - PROGRESS: at 69.95% examples, 730009 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:44,990 : INFO : EPOCH 15 - PROGRESS: at 70.32% examples, 730060 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:45,994 : INFO : EPOCH 15 - PROGRESS: at 70.66% examples, 730043 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:47,006 : INFO : EPOCH 15 - PROGRESS: at 71.04% examples, 730050 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:48,010 : INFO : EPOCH 15 - PROGRESS: at 71.41% examples, 730071 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:35:49,017 : INFO : EPOCH 15 - PROGRESS: at 71.76% examples, 730069 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:50,030 : INFO : EPOCH 15 - PROGRESS: at 72.11% examples, 730109 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:51,035 : INFO : EPOCH 15 - PROGRESS: at 72.45% examples, 730133 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:52,049 : INFO : EPOCH 15 - PROGRESS: at 72.81% examples, 730109 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:53,056 : INFO : EPOCH 15 - PROGRESS: at 73.16% examples, 730168 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:54,056 : INFO : EPOCH 15 - PROGRESS: at 73.50% examples, 730236 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:35:55,058 : INFO : EPOCH 15 - PROGRESS: at 73.86% examples, 730247 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:56,063 : INFO : EPOCH 15 - PROGRESS: at 74.22% examples, 730241 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:57,069 : INFO : EPOCH 15 - PROGRESS: at 74.58% examples, 730238 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:58,077 : INFO : EPOCH 15 - PROGRESS: at 74.94% examples, 730245 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:35:59,079 : INFO : EPOCH 15 - PROGRESS: at 75.30% examples, 730288 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:00,089 : INFO : EPOCH 15 - PROGRESS: at 75.67% examples, 730259 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:01,094 : INFO : EPOCH 15 - PROGRESS: at 76.01% examples, 730259 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:02,097 : INFO : EPOCH 15 - PROGRESS: at 76.37% examples, 730303 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:03,102 : INFO : EPOCH 15 - PROGRESS: at 76.72% examples, 730330 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:36:04,104 : INFO : EPOCH 15 - PROGRESS: at 77.07% examples, 730348 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:05,115 : INFO : EPOCH 15 - PROGRESS: at 77.44% examples, 730346 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:06,117 : INFO : EPOCH 15 - PROGRESS: at 77.77% examples, 730370 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:07,127 : INFO : EPOCH 15 - PROGRESS: at 78.11% examples, 730391 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:08,132 : INFO : EPOCH 15 - PROGRESS: at 78.45% examples, 730425 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:09,133 : INFO : EPOCH 15 - PROGRESS: at 78.79% examples, 730470 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:36:10,137 : INFO : EPOCH 15 - PROGRESS: at 79.14% examples, 730481 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:11,140 : INFO : EPOCH 15 - PROGRESS: at 79.50% examples, 730474 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:36:12,148 : INFO : EPOCH 15 - PROGRESS: at 79.88% examples, 730490 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:13,157 : INFO : EPOCH 15 - PROGRESS: at 80.24% examples, 730518 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:14,164 : INFO : EPOCH 15 - PROGRESS: at 80.57% examples, 730541 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:15,165 : INFO : EPOCH 15 - PROGRESS: at 80.90% examples, 730581 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:16,172 : INFO : EPOCH 15 - PROGRESS: at 81.25% examples, 730610 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:17,178 : INFO : EPOCH 15 - PROGRESS: at 81.60% examples, 730616 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:18,192 : INFO : EPOCH 15 - PROGRESS: at 81.98% examples, 730686 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:36:19,203 : INFO : EPOCH 15 - PROGRESS: at 82.35% examples, 730708 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:20,204 : INFO : EPOCH 15 - PROGRESS: at 82.72% examples, 730738 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:21,211 : INFO : EPOCH 15 - PROGRESS: at 83.05% examples, 730719 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:22,214 : INFO : EPOCH 15 - PROGRESS: at 83.41% examples, 730745 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:23,218 : INFO : EPOCH 15 - PROGRESS: at 83.76% examples, 730743 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:24,225 : INFO : EPOCH 15 - PROGRESS: at 84.12% examples, 730778 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:25,238 : INFO : EPOCH 15 - PROGRESS: at 84.48% examples, 730738 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:26,250 : INFO : EPOCH 15 - PROGRESS: at 84.84% examples, 730765 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:27,262 : INFO : EPOCH 15 - PROGRESS: at 85.18% examples, 730785 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:28,274 : INFO : EPOCH 15 - PROGRESS: at 85.53% examples, 730776 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:29,284 : INFO : EPOCH 15 - PROGRESS: at 85.87% examples, 730804 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:30,284 : INFO : EPOCH 15 - PROGRESS: at 86.22% examples, 730803 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:31,305 : INFO : EPOCH 15 - PROGRESS: at 86.59% examples, 730790 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:36:32,310 : INFO : EPOCH 15 - PROGRESS: at 86.95% examples, 730800 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:33,313 : INFO : EPOCH 15 - PROGRESS: at 87.28% examples, 730823 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:34,317 : INFO : EPOCH 15 - PROGRESS: at 87.63% examples, 730778 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:35,319 : INFO : EPOCH 15 - PROGRESS: at 87.99% examples, 730797 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:36,339 : INFO : EPOCH 15 - PROGRESS: at 88.38% examples, 730707 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:37,344 : INFO : EPOCH 15 - PROGRESS: at 88.75% examples, 730713 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:38,356 : INFO : EPOCH 15 - PROGRESS: at 89.09% examples, 730674 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:36:39,363 : INFO : EPOCH 15 - PROGRESS: at 89.48% examples, 730675 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:40,367 : INFO : EPOCH 15 - PROGRESS: at 89.86% examples, 730619 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:41,368 : INFO : EPOCH 15 - PROGRESS: at 90.21% examples, 730694 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:42,375 : INFO : EPOCH 15 - PROGRESS: at 90.55% examples, 730675 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:43,400 : INFO : EPOCH 15 - PROGRESS: at 90.90% examples, 730675 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:44,417 : INFO : EPOCH 15 - PROGRESS: at 91.26% examples, 730713 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:45,419 : INFO : EPOCH 15 - PROGRESS: at 91.65% examples, 730748 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:46,436 : INFO : EPOCH 15 - PROGRESS: at 92.01% examples, 730712 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:47,443 : INFO : EPOCH 15 - PROGRESS: at 92.36% examples, 730767 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:48,448 : INFO : EPOCH 15 - PROGRESS: at 92.69% examples, 730788 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:49,456 : INFO : EPOCH 15 - PROGRESS: at 93.04% examples, 730800 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:50,464 : INFO : EPOCH 15 - PROGRESS: at 93.37% examples, 730755 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:51,469 : INFO : EPOCH 15 - PROGRESS: at 93.73% examples, 730767 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:36:52,471 : INFO : EPOCH 15 - PROGRESS: at 94.09% examples, 730774 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:53,483 : INFO : EPOCH 15 - PROGRESS: at 94.43% examples, 730752 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:54,491 : INFO : EPOCH 15 - PROGRESS: at 94.77% examples, 730775 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:55,501 : INFO : EPOCH 15 - PROGRESS: at 95.14% examples, 730778 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:56,504 : INFO : EPOCH 15 - PROGRESS: at 95.49% examples, 730815 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:57,506 : INFO : EPOCH 15 - PROGRESS: at 95.86% examples, 730822 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:58,513 : INFO : EPOCH 15 - PROGRESS: at 96.20% examples, 730822 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:36:59,518 : INFO : EPOCH 15 - PROGRESS: at 96.54% examples, 730813 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:00,525 : INFO : EPOCH 15 - PROGRESS: at 96.89% examples, 730801 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:01,530 : INFO : EPOCH 15 - PROGRESS: at 97.22% examples, 730841 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:02,550 : INFO : EPOCH 15 - PROGRESS: at 97.58% examples, 730842 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:03,557 : INFO : EPOCH 15 - PROGRESS: at 97.94% examples, 730844 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:37:04,565 : INFO : EPOCH 15 - PROGRESS: at 98.31% examples, 730880 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:05,573 : INFO : EPOCH 15 - PROGRESS: at 98.67% examples, 730874 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:06,573 : INFO : EPOCH 15 - PROGRESS: at 99.01% examples, 730955 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:07,574 : INFO : EPOCH 15 - PROGRESS: at 99.38% examples, 730946 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:08,584 : INFO : EPOCH 15 - PROGRESS: at 99.75% examples, 730963 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:09,238 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 11:37:09,249 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 11:37:09,252 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 11:37:09,253 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 11:37:09,254 : INFO : EPOCH - 15 : training on 265921901 raw words (206695942 effective words) took 282.8s, 730996 effective words/s
2020-07-24 11:37:10,263 : INFO : EPOCH 16 - PROGRESS: at 0.36% examples, 710218 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:11,269 : INFO : EPOCH 16 - PROGRESS: at 0.70% examples, 720409 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:12,279 : INFO : EPOCH 16 - PROGRESS: at 1.06% examples, 722941 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:13,290 : INFO : EPOCH 16 - PROGRESS: at 1.41% examples, 723575 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:14,307 : INFO : EPOCH 16 - PROGRESS: at 1.77% examples, 727737 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:15,313 : INFO : EPOCH 16 - PROGRESS: at 2.13% examples, 729773 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:16,328 : INFO : EPOCH 16 - PROGRESS: at 2.50% examples, 729109 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:17,333 : INFO : EPOCH 16 - PROGRESS: at 2.87% examples, 731085 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:18,335 : INFO : EPOCH 16 - PROGRESS: at 3.24% examples, 731342 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:19,340 : INFO : EPOCH 16 - PROGRESS: at 3.57% examples, 730979 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:20,348 : INFO : EPOCH 16 - PROGRESS: at 3.93% examples, 730743 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:21,348 : INFO : EPOCH 16 - PROGRESS: at 4.26% examples, 731424 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:22,351 : INFO : EPOCH 16 - PROGRESS: at 4.61% examples, 731091 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:23,369 : INFO : EPOCH 16 - PROGRESS: at 4.97% examples, 731048 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:24,371 : INFO : EPOCH 16 - PROGRESS: at 5.33% examples, 730788 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:25,382 : INFO : EPOCH 16 - PROGRESS: at 5.67% examples, 730787 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:26,390 : INFO : EPOCH 16 - PROGRESS: at 6.03% examples, 729734 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:27,393 : INFO : EPOCH 16 - PROGRESS: at 6.37% examples, 725296 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:37:28,398 : INFO : EPOCH 16 - PROGRESS: at 6.67% examples, 722169 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:37:29,408 : INFO : EPOCH 16 - PROGRESS: at 6.97% examples, 719636 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:30,416 : INFO : EPOCH 16 - PROGRESS: at 7.30% examples, 717488 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:31,429 : INFO : EPOCH 16 - PROGRESS: at 7.62% examples, 715097 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:32,439 : INFO : EPOCH 16 - PROGRESS: at 7.95% examples, 712944 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:33,455 : INFO : EPOCH 16 - PROGRESS: at 8.28% examples, 710722 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:34,464 : INFO : EPOCH 16 - PROGRESS: at 8.59% examples, 709145 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:35,467 : INFO : EPOCH 16 - PROGRESS: at 8.92% examples, 706998 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:36,475 : INFO : EPOCH 16 - PROGRESS: at 9.26% examples, 705033 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:37,476 : INFO : EPOCH 16 - PROGRESS: at 9.58% examples, 703956 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:38,478 : INFO : EPOCH 16 - PROGRESS: at 9.89% examples, 702635 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:37:39,478 : INFO : EPOCH 16 - PROGRESS: at 10.21% examples, 701564 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:37:40,495 : INFO : EPOCH 16 - PROGRESS: at 10.53% examples, 700182 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:37:41,504 : INFO : EPOCH 16 - PROGRESS: at 10.85% examples, 699379 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:42,518 : INFO : EPOCH 16 - PROGRESS: at 11.20% examples, 698115 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:37:43,520 : INFO : EPOCH 16 - PROGRESS: at 11.50% examples, 697130 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:44,536 : INFO : EPOCH 16 - PROGRESS: at 11.84% examples, 695939 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:45,539 : INFO : EPOCH 16 - PROGRESS: at 12.17% examples, 694906 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:46,559 : INFO : EPOCH 16 - PROGRESS: at 12.51% examples, 693929 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:47,570 : INFO : EPOCH 16 - PROGRESS: at 12.81% examples, 693185 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:37:48,577 : INFO : EPOCH 16 - PROGRESS: at 13.16% examples, 692494 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:49,590 : INFO : EPOCH 16 - PROGRESS: at 13.46% examples, 691483 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:50,603 : INFO : EPOCH 16 - PROGRESS: at 13.79% examples, 690894 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:51,604 : INFO : EPOCH 16 - PROGRESS: at 14.11% examples, 690380 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:52,623 : INFO : EPOCH 16 - PROGRESS: at 14.42% examples, 689904 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:37:53,648 : INFO : EPOCH 16 - PROGRESS: at 14.74% examples, 689331 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:54,649 : INFO : EPOCH 16 - PROGRESS: at 15.09% examples, 688846 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:55,662 : INFO : EPOCH 16 - PROGRESS: at 15.41% examples, 688312 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:37:56,690 : INFO : EPOCH 16 - PROGRESS: at 15.74% examples, 687668 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:37:57,697 : INFO : EPOCH 16 - PROGRESS: at 16.06% examples, 687516 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:37:58,703 : INFO : EPOCH 16 - PROGRESS: at 16.41% examples, 686984 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:37:59,720 : INFO : EPOCH 16 - PROGRESS: at 16.72% examples, 686543 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:00,730 : INFO : EPOCH 16 - PROGRESS: at 17.05% examples, 686206 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:01,749 : INFO : EPOCH 16 - PROGRESS: at 17.35% examples, 685915 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:02,762 : INFO : EPOCH 16 - PROGRESS: at 17.68% examples, 685587 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:38:03,788 : INFO : EPOCH 16 - PROGRESS: at 17.99% examples, 685125 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:04,794 : INFO : EPOCH 16 - PROGRESS: at 18.33% examples, 684849 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:05,796 : INFO : EPOCH 16 - PROGRESS: at 18.66% examples, 684430 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:06,805 : INFO : EPOCH 16 - PROGRESS: at 18.99% examples, 684149 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:07,809 : INFO : EPOCH 16 - PROGRESS: at 19.30% examples, 683708 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:08,823 : INFO : EPOCH 16 - PROGRESS: at 19.60% examples, 683457 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:09,834 : INFO : EPOCH 16 - PROGRESS: at 19.93% examples, 683190 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:10,837 : INFO : EPOCH 16 - PROGRESS: at 20.25% examples, 682914 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:11,849 : INFO : EPOCH 16 - PROGRESS: at 20.59% examples, 682518 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:12,852 : INFO : EPOCH 16 - PROGRESS: at 20.92% examples, 682198 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:13,857 : INFO : EPOCH 16 - PROGRESS: at 21.24% examples, 682028 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:14,858 : INFO : EPOCH 16 - PROGRESS: at 21.56% examples, 681667 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:15,878 : INFO : EPOCH 16 - PROGRESS: at 21.89% examples, 681452 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:16,881 : INFO : EPOCH 16 - PROGRESS: at 22.22% examples, 681326 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:17,884 : INFO : EPOCH 16 - PROGRESS: at 22.55% examples, 681137 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:18,897 : INFO : EPOCH 16 - PROGRESS: at 22.86% examples, 680395 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:19,901 : INFO : EPOCH 16 - PROGRESS: at 23.17% examples, 679700 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:20,915 : INFO : EPOCH 16 - PROGRESS: at 23.48% examples, 678963 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:21,937 : INFO : EPOCH 16 - PROGRESS: at 23.81% examples, 678206 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:38:22,959 : INFO : EPOCH 16 - PROGRESS: at 24.11% examples, 676716 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:23,962 : INFO : EPOCH 16 - PROGRESS: at 24.45% examples, 676322 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:24,982 : INFO : EPOCH 16 - PROGRESS: at 24.80% examples, 676961 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:25,988 : INFO : EPOCH 16 - PROGRESS: at 25.17% examples, 677755 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:27,002 : INFO : EPOCH 16 - PROGRESS: at 25.53% examples, 678396 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:28,006 : INFO : EPOCH 16 - PROGRESS: at 25.88% examples, 679084 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:29,010 : INFO : EPOCH 16 - PROGRESS: at 26.25% examples, 679699 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:30,013 : INFO : EPOCH 16 - PROGRESS: at 26.60% examples, 680397 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:31,013 : INFO : EPOCH 16 - PROGRESS: at 26.98% examples, 681074 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:32,015 : INFO : EPOCH 16 - PROGRESS: at 27.34% examples, 681605 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:33,018 : INFO : EPOCH 16 - PROGRESS: at 27.70% examples, 682238 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:34,025 : INFO : EPOCH 16 - PROGRESS: at 28.07% examples, 682842 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:35,037 : INFO : EPOCH 16 - PROGRESS: at 28.45% examples, 683353 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:36,039 : INFO : EPOCH 16 - PROGRESS: at 28.82% examples, 683958 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:37,043 : INFO : EPOCH 16 - PROGRESS: at 29.17% examples, 684541 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:38,060 : INFO : EPOCH 16 - PROGRESS: at 29.54% examples, 685064 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:39,066 : INFO : EPOCH 16 - PROGRESS: at 29.91% examples, 685557 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:40,069 : INFO : EPOCH 16 - PROGRESS: at 30.29% examples, 686236 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:41,087 : INFO : EPOCH 16 - PROGRESS: at 30.66% examples, 686792 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:42,091 : INFO : EPOCH 16 - PROGRESS: at 31.01% examples, 687400 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:43,095 : INFO : EPOCH 16 - PROGRESS: at 31.40% examples, 687946 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:44,097 : INFO : EPOCH 16 - PROGRESS: at 31.77% examples, 688390 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:45,101 : INFO : EPOCH 16 - PROGRESS: at 32.11% examples, 688824 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:46,107 : INFO : EPOCH 16 - PROGRESS: at 32.48% examples, 689211 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:47,111 : INFO : EPOCH 16 - PROGRESS: at 32.84% examples, 689727 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:48,113 : INFO : EPOCH 16 - PROGRESS: at 33.20% examples, 690168 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:49,118 : INFO : EPOCH 16 - PROGRESS: at 33.55% examples, 690485 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:38:50,122 : INFO : EPOCH 16 - PROGRESS: at 33.91% examples, 690918 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:51,128 : INFO : EPOCH 16 - PROGRESS: at 34.26% examples, 691266 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:52,130 : INFO : EPOCH 16 - PROGRESS: at 34.65% examples, 691580 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:53,133 : INFO : EPOCH 16 - PROGRESS: at 35.01% examples, 691905 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:54,137 : INFO : EPOCH 16 - PROGRESS: at 35.38% examples, 692393 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:55,155 : INFO : EPOCH 16 - PROGRESS: at 35.76% examples, 692740 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:56,168 : INFO : EPOCH 16 - PROGRESS: at 36.11% examples, 693061 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:57,169 : INFO : EPOCH 16 - PROGRESS: at 36.45% examples, 693487 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:58,182 : INFO : EPOCH 16 - PROGRESS: at 36.79% examples, 693805 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:38:59,198 : INFO : EPOCH 16 - PROGRESS: at 37.14% examples, 694248 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:00,200 : INFO : EPOCH 16 - PROGRESS: at 37.48% examples, 694720 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:39:01,211 : INFO : EPOCH 16 - PROGRESS: at 37.84% examples, 695160 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:02,213 : INFO : EPOCH 16 - PROGRESS: at 38.20% examples, 695522 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:03,227 : INFO : EPOCH 16 - PROGRESS: at 38.59% examples, 695803 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:04,232 : INFO : EPOCH 16 - PROGRESS: at 38.97% examples, 696100 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:05,243 : INFO : EPOCH 16 - PROGRESS: at 39.32% examples, 696477 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:06,251 : INFO : EPOCH 16 - PROGRESS: at 39.68% examples, 696833 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:07,264 : INFO : EPOCH 16 - PROGRESS: at 40.06% examples, 697119 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:08,272 : INFO : EPOCH 16 - PROGRESS: at 40.43% examples, 697358 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:09,272 : INFO : EPOCH 16 - PROGRESS: at 40.79% examples, 697848 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:10,275 : INFO : EPOCH 16 - PROGRESS: at 41.17% examples, 698082 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:11,290 : INFO : EPOCH 16 - PROGRESS: at 41.51% examples, 698449 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:12,303 : INFO : EPOCH 16 - PROGRESS: at 41.89% examples, 698652 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:13,311 : INFO : EPOCH 16 - PROGRESS: at 42.24% examples, 698985 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:14,314 : INFO : EPOCH 16 - PROGRESS: at 42.61% examples, 699243 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:39:15,326 : INFO : EPOCH 16 - PROGRESS: at 42.94% examples, 699629 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:16,333 : INFO : EPOCH 16 - PROGRESS: at 43.29% examples, 699938 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:17,351 : INFO : EPOCH 16 - PROGRESS: at 43.66% examples, 700114 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:18,356 : INFO : EPOCH 16 - PROGRESS: at 44.03% examples, 700388 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:19,368 : INFO : EPOCH 16 - PROGRESS: at 44.41% examples, 700623 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:20,379 : INFO : EPOCH 16 - PROGRESS: at 44.76% examples, 700894 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:21,380 : INFO : EPOCH 16 - PROGRESS: at 45.09% examples, 701198 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:22,382 : INFO : EPOCH 16 - PROGRESS: at 45.45% examples, 701440 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:23,387 : INFO : EPOCH 16 - PROGRESS: at 45.80% examples, 701747 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:24,390 : INFO : EPOCH 16 - PROGRESS: at 46.17% examples, 701977 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:25,390 : INFO : EPOCH 16 - PROGRESS: at 46.51% examples, 702240 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:26,395 : INFO : EPOCH 16 - PROGRESS: at 46.88% examples, 702448 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:27,396 : INFO : EPOCH 16 - PROGRESS: at 47.23% examples, 702663 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:39:28,397 : INFO : EPOCH 16 - PROGRESS: at 47.61% examples, 702905 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:39:29,400 : INFO : EPOCH 16 - PROGRESS: at 47.99% examples, 703138 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:30,402 : INFO : EPOCH 16 - PROGRESS: at 48.37% examples, 703229 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:31,413 : INFO : EPOCH 16 - PROGRESS: at 48.71% examples, 703483 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:32,430 : INFO : EPOCH 16 - PROGRESS: at 49.04% examples, 703699 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:33,439 : INFO : EPOCH 16 - PROGRESS: at 49.37% examples, 703914 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:39:34,442 : INFO : EPOCH 16 - PROGRESS: at 49.74% examples, 704231 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:35,451 : INFO : EPOCH 16 - PROGRESS: at 50.08% examples, 704422 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:36,468 : INFO : EPOCH 16 - PROGRESS: at 50.43% examples, 704618 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:37,471 : INFO : EPOCH 16 - PROGRESS: at 50.81% examples, 704825 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:38,471 : INFO : EPOCH 16 - PROGRESS: at 51.16% examples, 704980 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:39,485 : INFO : EPOCH 16 - PROGRESS: at 51.49% examples, 705207 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:40,490 : INFO : EPOCH 16 - PROGRESS: at 51.85% examples, 705436 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:41,494 : INFO : EPOCH 16 - PROGRESS: at 52.19% examples, 705703 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:42,505 : INFO : EPOCH 16 - PROGRESS: at 52.56% examples, 705859 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:43,515 : INFO : EPOCH 16 - PROGRESS: at 52.92% examples, 705956 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:44,523 : INFO : EPOCH 16 - PROGRESS: at 53.29% examples, 706179 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:45,524 : INFO : EPOCH 16 - PROGRESS: at 53.63% examples, 706298 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:46,528 : INFO : EPOCH 16 - PROGRESS: at 53.96% examples, 706501 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:47,545 : INFO : EPOCH 16 - PROGRESS: at 54.31% examples, 706668 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:48,545 : INFO : EPOCH 16 - PROGRESS: at 54.68% examples, 706840 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:49,550 : INFO : EPOCH 16 - PROGRESS: at 55.03% examples, 706960 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:50,564 : INFO : EPOCH 16 - PROGRESS: at 55.37% examples, 707205 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:51,579 : INFO : EPOCH 16 - PROGRESS: at 55.74% examples, 707332 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:39:52,582 : INFO : EPOCH 16 - PROGRESS: at 56.10% examples, 707521 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:53,583 : INFO : EPOCH 16 - PROGRESS: at 56.46% examples, 707669 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:54,603 : INFO : EPOCH 16 - PROGRESS: at 56.84% examples, 707772 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:55,606 : INFO : EPOCH 16 - PROGRESS: at 57.20% examples, 707931 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:56,613 : INFO : EPOCH 16 - PROGRESS: at 57.54% examples, 708113 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:57,615 : INFO : EPOCH 16 - PROGRESS: at 57.90% examples, 708225 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:58,623 : INFO : EPOCH 16 - PROGRESS: at 58.28% examples, 708341 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:39:59,634 : INFO : EPOCH 16 - PROGRESS: at 58.63% examples, 708468 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:00,637 : INFO : EPOCH 16 - PROGRESS: at 58.97% examples, 708607 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:01,637 : INFO : EPOCH 16 - PROGRESS: at 59.34% examples, 708689 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:02,648 : INFO : EPOCH 16 - PROGRESS: at 59.72% examples, 708817 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:03,654 : INFO : EPOCH 16 - PROGRESS: at 60.09% examples, 709008 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:04,673 : INFO : EPOCH 16 - PROGRESS: at 60.45% examples, 709117 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:05,702 : INFO : EPOCH 16 - PROGRESS: at 60.81% examples, 709246 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:06,712 : INFO : EPOCH 16 - PROGRESS: at 61.19% examples, 709398 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:07,712 : INFO : EPOCH 16 - PROGRESS: at 61.53% examples, 709545 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:08,728 : INFO : EPOCH 16 - PROGRESS: at 61.88% examples, 709708 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:40:09,736 : INFO : EPOCH 16 - PROGRESS: at 62.25% examples, 709888 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:10,744 : INFO : EPOCH 16 - PROGRESS: at 62.63% examples, 710000 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:11,745 : INFO : EPOCH 16 - PROGRESS: at 62.98% examples, 710166 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:12,755 : INFO : EPOCH 16 - PROGRESS: at 63.35% examples, 710194 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:13,757 : INFO : EPOCH 16 - PROGRESS: at 63.70% examples, 710357 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:14,764 : INFO : EPOCH 16 - PROGRESS: at 64.06% examples, 710459 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:15,770 : INFO : EPOCH 16 - PROGRESS: at 64.39% examples, 710620 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:16,770 : INFO : EPOCH 16 - PROGRESS: at 64.71% examples, 710790 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:17,776 : INFO : EPOCH 16 - PROGRESS: at 65.07% examples, 710939 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:18,785 : INFO : EPOCH 16 - PROGRESS: at 65.44% examples, 711040 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:19,787 : INFO : EPOCH 16 - PROGRESS: at 65.78% examples, 711182 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:20,802 : INFO : EPOCH 16 - PROGRESS: at 66.15% examples, 711263 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:21,803 : INFO : EPOCH 16 - PROGRESS: at 66.48% examples, 711389 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:22,803 : INFO : EPOCH 16 - PROGRESS: at 66.85% examples, 711527 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:23,810 : INFO : EPOCH 16 - PROGRESS: at 67.20% examples, 711504 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:24,841 : INFO : EPOCH 16 - PROGRESS: at 67.56% examples, 711577 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:40:25,848 : INFO : EPOCH 16 - PROGRESS: at 67.91% examples, 711707 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:26,855 : INFO : EPOCH 16 - PROGRESS: at 68.25% examples, 711808 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:27,857 : INFO : EPOCH 16 - PROGRESS: at 68.61% examples, 711970 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:28,868 : INFO : EPOCH 16 - PROGRESS: at 68.96% examples, 712008 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:40:29,885 : INFO : EPOCH 16 - PROGRESS: at 69.30% examples, 712160 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:30,899 : INFO : EPOCH 16 - PROGRESS: at 69.66% examples, 712255 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:31,912 : INFO : EPOCH 16 - PROGRESS: at 70.05% examples, 712318 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:32,923 : INFO : EPOCH 16 - PROGRESS: at 70.42% examples, 712422 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:33,925 : INFO : EPOCH 16 - PROGRESS: at 70.76% examples, 712566 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:34,938 : INFO : EPOCH 16 - PROGRESS: at 71.14% examples, 712623 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:35,939 : INFO : EPOCH 16 - PROGRESS: at 71.50% examples, 712698 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:36,951 : INFO : EPOCH 16 - PROGRESS: at 71.85% examples, 712756 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:37,955 : INFO : EPOCH 16 - PROGRESS: at 72.21% examples, 712856 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:38,958 : INFO : EPOCH 16 - PROGRESS: at 72.53% examples, 712940 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:39,961 : INFO : EPOCH 16 - PROGRESS: at 72.88% examples, 713063 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:40,973 : INFO : EPOCH 16 - PROGRESS: at 73.23% examples, 713145 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:41,975 : INFO : EPOCH 16 - PROGRESS: at 73.58% examples, 713314 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:42,989 : INFO : EPOCH 16 - PROGRESS: at 73.94% examples, 713398 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:43,991 : INFO : EPOCH 16 - PROGRESS: at 74.32% examples, 713494 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:44,994 : INFO : EPOCH 16 - PROGRESS: at 74.67% examples, 713594 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:46,003 : INFO : EPOCH 16 - PROGRESS: at 75.03% examples, 713677 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:47,004 : INFO : EPOCH 16 - PROGRESS: at 75.40% examples, 713763 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:48,015 : INFO : EPOCH 16 - PROGRESS: at 75.76% examples, 713873 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:49,017 : INFO : EPOCH 16 - PROGRESS: at 76.11% examples, 713966 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:50,018 : INFO : EPOCH 16 - PROGRESS: at 76.46% examples, 714074 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:51,025 : INFO : EPOCH 16 - PROGRESS: at 76.81% examples, 714153 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:40:52,033 : INFO : EPOCH 16 - PROGRESS: at 77.17% examples, 714265 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:53,047 : INFO : EPOCH 16 - PROGRESS: at 77.52% examples, 714376 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:54,060 : INFO : EPOCH 16 - PROGRESS: at 77.87% examples, 714466 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:55,065 : INFO : EPOCH 16 - PROGRESS: at 78.21% examples, 714573 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:56,066 : INFO : EPOCH 16 - PROGRESS: at 78.54% examples, 714692 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:57,076 : INFO : EPOCH 16 - PROGRESS: at 78.91% examples, 714784 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:58,085 : INFO : EPOCH 16 - PROGRESS: at 79.25% examples, 714905 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:40:59,090 : INFO : EPOCH 16 - PROGRESS: at 79.61% examples, 714882 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:00,090 : INFO : EPOCH 16 - PROGRESS: at 79.95% examples, 714812 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:01,090 : INFO : EPOCH 16 - PROGRESS: at 80.30% examples, 714734 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:02,094 : INFO : EPOCH 16 - PROGRESS: at 80.62% examples, 714759 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:03,096 : INFO : EPOCH 16 - PROGRESS: at 80.89% examples, 714348 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:04,096 : INFO : EPOCH 16 - PROGRESS: at 81.21% examples, 714052 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:05,117 : INFO : EPOCH 16 - PROGRESS: at 81.55% examples, 714150 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:06,133 : INFO : EPOCH 16 - PROGRESS: at 81.93% examples, 714254 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:07,136 : INFO : EPOCH 16 - PROGRESS: at 82.30% examples, 714334 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:08,140 : INFO : EPOCH 16 - PROGRESS: at 82.65% examples, 714403 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:41:09,144 : INFO : EPOCH 16 - PROGRESS: at 83.01% examples, 714535 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:41:10,158 : INFO : EPOCH 16 - PROGRESS: at 83.36% examples, 714572 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:11,163 : INFO : EPOCH 16 - PROGRESS: at 83.72% examples, 714643 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:12,170 : INFO : EPOCH 16 - PROGRESS: at 84.08% examples, 714708 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:13,184 : INFO : EPOCH 16 - PROGRESS: at 84.42% examples, 714729 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:41:14,193 : INFO : EPOCH 16 - PROGRESS: at 84.78% examples, 714825 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:15,206 : INFO : EPOCH 16 - PROGRESS: at 85.13% examples, 714944 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:16,210 : INFO : EPOCH 16 - PROGRESS: at 85.49% examples, 714991 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:17,218 : INFO : EPOCH 16 - PROGRESS: at 85.81% examples, 715095 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:18,222 : INFO : EPOCH 16 - PROGRESS: at 86.18% examples, 715157 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:19,228 : INFO : EPOCH 16 - PROGRESS: at 86.54% examples, 715226 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:20,231 : INFO : EPOCH 16 - PROGRESS: at 86.89% examples, 715278 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:21,233 : INFO : EPOCH 16 - PROGRESS: at 87.23% examples, 715429 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:22,248 : INFO : EPOCH 16 - PROGRESS: at 87.59% examples, 715474 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:23,252 : INFO : EPOCH 16 - PROGRESS: at 87.95% examples, 715534 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:24,256 : INFO : EPOCH 16 - PROGRESS: at 88.33% examples, 715605 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:25,258 : INFO : EPOCH 16 - PROGRESS: at 88.69% examples, 715642 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:26,263 : INFO : EPOCH 16 - PROGRESS: at 89.04% examples, 715715 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:27,275 : INFO : EPOCH 16 - PROGRESS: at 89.43% examples, 715714 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:28,285 : INFO : EPOCH 16 - PROGRESS: at 89.81% examples, 715732 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:29,298 : INFO : EPOCH 16 - PROGRESS: at 90.17% examples, 715810 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:41:30,304 : INFO : EPOCH 16 - PROGRESS: at 90.52% examples, 715935 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:31,304 : INFO : EPOCH 16 - PROGRESS: at 90.85% examples, 715996 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:32,316 : INFO : EPOCH 16 - PROGRESS: at 91.22% examples, 716053 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:33,319 : INFO : EPOCH 16 - PROGRESS: at 91.59% examples, 716076 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:34,330 : INFO : EPOCH 16 - PROGRESS: at 91.95% examples, 716131 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:41:35,338 : INFO : EPOCH 16 - PROGRESS: at 92.31% examples, 716244 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:36,349 : INFO : EPOCH 16 - PROGRESS: at 92.64% examples, 716335 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:37,350 : INFO : EPOCH 16 - PROGRESS: at 92.98% examples, 716370 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:38,351 : INFO : EPOCH 16 - PROGRESS: at 93.34% examples, 716464 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:39,356 : INFO : EPOCH 16 - PROGRESS: at 93.69% examples, 716560 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:40,357 : INFO : EPOCH 16 - PROGRESS: at 94.04% examples, 716586 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:41,366 : INFO : EPOCH 16 - PROGRESS: at 94.39% examples, 716651 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:42,378 : INFO : EPOCH 16 - PROGRESS: at 94.74% examples, 716772 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:43,381 : INFO : EPOCH 16 - PROGRESS: at 95.09% examples, 716821 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:44,399 : INFO : EPOCH 16 - PROGRESS: at 95.46% examples, 716919 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:45,412 : INFO : EPOCH 16 - PROGRESS: at 95.82% examples, 716942 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:46,418 : INFO : EPOCH 16 - PROGRESS: at 96.17% examples, 717034 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:47,425 : INFO : EPOCH 16 - PROGRESS: at 96.51% examples, 717075 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:48,428 : INFO : EPOCH 16 - PROGRESS: at 96.86% examples, 717148 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:49,440 : INFO : EPOCH 16 - PROGRESS: at 97.20% examples, 717214 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:50,449 : INFO : EPOCH 16 - PROGRESS: at 97.55% examples, 717290 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:51,450 : INFO : EPOCH 16 - PROGRESS: at 97.92% examples, 717339 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:52,456 : INFO : EPOCH 16 - PROGRESS: at 98.28% examples, 717441 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:53,460 : INFO : EPOCH 16 - PROGRESS: at 98.64% examples, 717530 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:54,462 : INFO : EPOCH 16 - PROGRESS: at 98.98% examples, 717582 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:55,472 : INFO : EPOCH 16 - PROGRESS: at 99.35% examples, 717641 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:56,472 : INFO : EPOCH 16 - PROGRESS: at 99.72% examples, 717684 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:57,212 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 11:41:57,228 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 11:41:57,229 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 11:41:57,230 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 11:41:57,231 : INFO : EPOCH - 16 : training on 265921901 raw words (206691984 effective words) took 288.0s, 717745 effective words/s
2020-07-24 11:41:58,243 : INFO : EPOCH 17 - PROGRESS: at 0.36% examples, 714738 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:41:59,245 : INFO : EPOCH 17 - PROGRESS: at 0.70% examples, 729532 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:00,247 : INFO : EPOCH 17 - PROGRESS: at 1.07% examples, 733026 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:01,259 : INFO : EPOCH 17 - PROGRESS: at 1.42% examples, 732990 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:02,260 : INFO : EPOCH 17 - PROGRESS: at 1.78% examples, 736003 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:03,267 : INFO : EPOCH 17 - PROGRESS: at 2.14% examples, 734182 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:04,269 : INFO : EPOCH 17 - PROGRESS: at 2.50% examples, 733143 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:05,277 : INFO : EPOCH 17 - PROGRESS: at 2.87% examples, 733628 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:06,287 : INFO : EPOCH 17 - PROGRESS: at 3.24% examples, 733683 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:07,305 : INFO : EPOCH 17 - PROGRESS: at 3.58% examples, 733866 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:08,308 : INFO : EPOCH 17 - PROGRESS: at 3.94% examples, 734082 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:09,318 : INFO : EPOCH 17 - PROGRESS: at 4.27% examples, 733333 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:10,334 : INFO : EPOCH 17 - PROGRESS: at 4.63% examples, 733072 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:11,347 : INFO : EPOCH 17 - PROGRESS: at 4.99% examples, 733287 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:12,366 : INFO : EPOCH 17 - PROGRESS: at 5.34% examples, 733595 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:13,366 : INFO : EPOCH 17 - PROGRESS: at 5.70% examples, 734041 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:14,374 : INFO : EPOCH 17 - PROGRESS: at 6.07% examples, 732702 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:15,375 : INFO : EPOCH 17 - PROGRESS: at 6.44% examples, 732289 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:16,375 : INFO : EPOCH 17 - PROGRESS: at 6.76% examples, 732768 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:17,383 : INFO : EPOCH 17 - PROGRESS: at 7.10% examples, 732992 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:42:18,384 : INFO : EPOCH 17 - PROGRESS: at 7.46% examples, 733076 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:19,393 : INFO : EPOCH 17 - PROGRESS: at 7.79% examples, 733081 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:20,396 : INFO : EPOCH 17 - PROGRESS: at 8.16% examples, 733047 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:21,401 : INFO : EPOCH 17 - PROGRESS: at 8.51% examples, 733243 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:22,407 : INFO : EPOCH 17 - PROGRESS: at 8.88% examples, 732935 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:23,410 : INFO : EPOCH 17 - PROGRESS: at 9.26% examples, 732638 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:24,414 : INFO : EPOCH 17 - PROGRESS: at 9.60% examples, 732470 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:42:25,419 : INFO : EPOCH 17 - PROGRESS: at 9.94% examples, 732091 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:26,425 : INFO : EPOCH 17 - PROGRESS: at 10.29% examples, 732388 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:27,453 : INFO : EPOCH 17 - PROGRESS: at 10.64% examples, 732175 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:42:28,457 : INFO : EPOCH 17 - PROGRESS: at 11.01% examples, 732431 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:29,460 : INFO : EPOCH 17 - PROGRESS: at 11.38% examples, 732188 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:30,469 : INFO : EPOCH 17 - PROGRESS: at 11.72% examples, 732143 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:31,470 : INFO : EPOCH 17 - PROGRESS: at 12.10% examples, 732255 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:32,484 : INFO : EPOCH 17 - PROGRESS: at 12.47% examples, 732100 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:33,487 : INFO : EPOCH 17 - PROGRESS: at 12.81% examples, 732201 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:34,499 : INFO : EPOCH 17 - PROGRESS: at 13.17% examples, 731701 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:42:35,503 : INFO : EPOCH 17 - PROGRESS: at 13.52% examples, 731849 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:36,504 : INFO : EPOCH 17 - PROGRESS: at 13.87% examples, 732021 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:37,510 : INFO : EPOCH 17 - PROGRESS: at 14.22% examples, 731708 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:38,511 : INFO : EPOCH 17 - PROGRESS: at 14.57% examples, 732085 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:39,518 : INFO : EPOCH 17 - PROGRESS: at 14.93% examples, 732083 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:40,528 : INFO : EPOCH 17 - PROGRESS: at 15.30% examples, 731925 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:41,534 : INFO : EPOCH 17 - PROGRESS: at 15.64% examples, 732118 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:42,536 : INFO : EPOCH 17 - PROGRESS: at 16.00% examples, 732271 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:43,542 : INFO : EPOCH 17 - PROGRESS: at 16.38% examples, 732278 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:44,548 : INFO : EPOCH 17 - PROGRESS: at 16.72% examples, 732256 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:45,551 : INFO : EPOCH 17 - PROGRESS: at 17.09% examples, 732407 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:46,551 : INFO : EPOCH 17 - PROGRESS: at 17.42% examples, 732786 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:47,559 : INFO : EPOCH 17 - PROGRESS: at 17.76% examples, 732731 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:48,559 : INFO : EPOCH 17 - PROGRESS: at 18.11% examples, 732692 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:49,562 : INFO : EPOCH 17 - PROGRESS: at 18.47% examples, 732672 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:42:50,563 : INFO : EPOCH 17 - PROGRESS: at 18.84% examples, 732766 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:51,567 : INFO : EPOCH 17 - PROGRESS: at 19.19% examples, 732765 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:52,570 : INFO : EPOCH 17 - PROGRESS: at 19.53% examples, 732738 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:53,574 : INFO : EPOCH 17 - PROGRESS: at 19.89% examples, 732645 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:54,583 : INFO : EPOCH 17 - PROGRESS: at 20.24% examples, 732773 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:55,589 : INFO : EPOCH 17 - PROGRESS: at 20.60% examples, 732631 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:42:56,593 : INFO : EPOCH 17 - PROGRESS: at 20.96% examples, 732537 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:42:57,596 : INFO : EPOCH 17 - PROGRESS: at 21.31% examples, 732658 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:58,609 : INFO : EPOCH 17 - PROGRESS: at 21.68% examples, 732793 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:42:59,619 : INFO : EPOCH 17 - PROGRESS: at 22.04% examples, 732958 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:00,638 : INFO : EPOCH 17 - PROGRESS: at 22.40% examples, 732931 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:43:01,638 : INFO : EPOCH 17 - PROGRESS: at 22.78% examples, 732890 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:43:02,640 : INFO : EPOCH 17 - PROGRESS: at 23.13% examples, 732868 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:03,652 : INFO : EPOCH 17 - PROGRESS: at 23.49% examples, 732793 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:04,659 : INFO : EPOCH 17 - PROGRESS: at 23.88% examples, 732675 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:05,666 : INFO : EPOCH 17 - PROGRESS: at 24.25% examples, 732589 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:06,669 : INFO : EPOCH 17 - PROGRESS: at 24.60% examples, 732498 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:07,671 : INFO : EPOCH 17 - PROGRESS: at 24.96% examples, 732668 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:08,680 : INFO : EPOCH 17 - PROGRESS: at 25.34% examples, 732473 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:43:09,688 : INFO : EPOCH 17 - PROGRESS: at 25.69% examples, 732515 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:43:10,697 : INFO : EPOCH 17 - PROGRESS: at 26.05% examples, 732429 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:11,698 : INFO : EPOCH 17 - PROGRESS: at 26.42% examples, 732391 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:12,707 : INFO : EPOCH 17 - PROGRESS: at 26.77% examples, 732350 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:13,715 : INFO : EPOCH 17 - PROGRESS: at 27.13% examples, 732274 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:14,731 : INFO : EPOCH 17 - PROGRESS: at 27.50% examples, 732133 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:15,733 : INFO : EPOCH 17 - PROGRESS: at 27.86% examples, 732130 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:43:16,733 : INFO : EPOCH 17 - PROGRESS: at 28.25% examples, 732059 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:17,734 : INFO : EPOCH 17 - PROGRESS: at 28.62% examples, 732108 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:43:18,742 : INFO : EPOCH 17 - PROGRESS: at 28.98% examples, 732151 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:43:19,747 : INFO : EPOCH 17 - PROGRESS: at 29.33% examples, 732182 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:20,761 : INFO : EPOCH 17 - PROGRESS: at 29.69% examples, 732041 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:21,762 : INFO : EPOCH 17 - PROGRESS: at 30.07% examples, 731960 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:22,763 : INFO : EPOCH 17 - PROGRESS: at 30.41% examples, 732006 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:23,769 : INFO : EPOCH 17 - PROGRESS: at 30.80% examples, 731997 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:24,778 : INFO : EPOCH 17 - PROGRESS: at 31.15% examples, 731965 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:25,783 : INFO : EPOCH 17 - PROGRESS: at 31.52% examples, 732004 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:26,794 : INFO : EPOCH 17 - PROGRESS: at 31.90% examples, 732010 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:27,812 : INFO : EPOCH 17 - PROGRESS: at 32.25% examples, 732054 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:28,816 : INFO : EPOCH 17 - PROGRESS: at 32.62% examples, 732060 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:29,819 : INFO : EPOCH 17 - PROGRESS: at 32.98% examples, 732167 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:30,828 : INFO : EPOCH 17 - PROGRESS: at 33.34% examples, 732125 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:31,831 : INFO : EPOCH 17 - PROGRESS: at 33.70% examples, 732139 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:32,833 : INFO : EPOCH 17 - PROGRESS: at 34.05% examples, 732109 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:33,849 : INFO : EPOCH 17 - PROGRESS: at 34.43% examples, 732044 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:34,864 : INFO : EPOCH 17 - PROGRESS: at 34.79% examples, 732069 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:35,880 : INFO : EPOCH 17 - PROGRESS: at 35.17% examples, 732095 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:36,883 : INFO : EPOCH 17 - PROGRESS: at 35.54% examples, 732180 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:37,887 : INFO : EPOCH 17 - PROGRESS: at 35.91% examples, 732074 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:38,894 : INFO : EPOCH 17 - PROGRESS: at 36.26% examples, 731930 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:39,901 : INFO : EPOCH 17 - PROGRESS: at 36.58% examples, 731652 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:40,909 : INFO : EPOCH 17 - PROGRESS: at 36.91% examples, 731539 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:41,921 : INFO : EPOCH 17 - PROGRESS: at 37.24% examples, 731294 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:42,924 : INFO : EPOCH 17 - PROGRESS: at 37.53% examples, 730223 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:43,930 : INFO : EPOCH 17 - PROGRESS: at 37.84% examples, 729450 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:44,931 : INFO : EPOCH 17 - PROGRESS: at 38.20% examples, 729438 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:45,936 : INFO : EPOCH 17 - PROGRESS: at 38.58% examples, 729538 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:46,940 : INFO : EPOCH 17 - PROGRESS: at 38.97% examples, 729570 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:47,952 : INFO : EPOCH 17 - PROGRESS: at 39.32% examples, 729652 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:48,952 : INFO : EPOCH 17 - PROGRESS: at 39.67% examples, 729657 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:43:49,955 : INFO : EPOCH 17 - PROGRESS: at 40.05% examples, 729681 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:50,956 : INFO : EPOCH 17 - PROGRESS: at 40.42% examples, 729654 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:51,967 : INFO : EPOCH 17 - PROGRESS: at 40.78% examples, 729757 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:52,971 : INFO : EPOCH 17 - PROGRESS: at 41.15% examples, 729711 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:53,972 : INFO : EPOCH 17 - PROGRESS: at 41.49% examples, 729770 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:54,991 : INFO : EPOCH 17 - PROGRESS: at 41.88% examples, 729755 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:55,999 : INFO : EPOCH 17 - PROGRESS: at 42.22% examples, 729848 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:57,002 : INFO : EPOCH 17 - PROGRESS: at 42.59% examples, 729839 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:58,011 : INFO : EPOCH 17 - PROGRESS: at 42.91% examples, 730008 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:43:59,012 : INFO : EPOCH 17 - PROGRESS: at 43.27% examples, 729989 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:00,015 : INFO : EPOCH 17 - PROGRESS: at 43.64% examples, 729957 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:01,027 : INFO : EPOCH 17 - PROGRESS: at 44.00% examples, 729999 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:02,031 : INFO : EPOCH 17 - PROGRESS: at 44.37% examples, 730017 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:03,044 : INFO : EPOCH 17 - PROGRESS: at 44.73% examples, 730071 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:04,070 : INFO : EPOCH 17 - PROGRESS: at 45.07% examples, 730174 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:05,074 : INFO : EPOCH 17 - PROGRESS: at 45.43% examples, 730206 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:06,081 : INFO : EPOCH 17 - PROGRESS: at 45.79% examples, 730240 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:07,085 : INFO : EPOCH 17 - PROGRESS: at 46.16% examples, 730347 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:08,088 : INFO : EPOCH 17 - PROGRESS: at 46.49% examples, 730372 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:09,099 : INFO : EPOCH 17 - PROGRESS: at 46.86% examples, 730360 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:10,101 : INFO : EPOCH 17 - PROGRESS: at 47.22% examples, 730432 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:44:11,105 : INFO : EPOCH 17 - PROGRESS: at 47.61% examples, 730467 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:12,114 : INFO : EPOCH 17 - PROGRESS: at 47.98% examples, 730415 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:13,116 : INFO : EPOCH 17 - PROGRESS: at 48.35% examples, 730354 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:14,117 : INFO : EPOCH 17 - PROGRESS: at 48.70% examples, 730450 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:15,135 : INFO : EPOCH 17 - PROGRESS: at 49.02% examples, 730457 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:16,139 : INFO : EPOCH 17 - PROGRESS: at 49.36% examples, 730508 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:17,155 : INFO : EPOCH 17 - PROGRESS: at 49.73% examples, 730521 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:18,164 : INFO : EPOCH 17 - PROGRESS: at 50.06% examples, 730582 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:19,171 : INFO : EPOCH 17 - PROGRESS: at 50.41% examples, 730637 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:20,183 : INFO : EPOCH 17 - PROGRESS: at 50.79% examples, 730585 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:21,190 : INFO : EPOCH 17 - PROGRESS: at 51.14% examples, 730575 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:44:22,195 : INFO : EPOCH 17 - PROGRESS: at 51.48% examples, 730687 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:23,199 : INFO : EPOCH 17 - PROGRESS: at 51.84% examples, 730693 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:24,205 : INFO : EPOCH 17 - PROGRESS: at 52.18% examples, 730717 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:44:25,214 : INFO : EPOCH 17 - PROGRESS: at 52.55% examples, 730802 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:26,224 : INFO : EPOCH 17 - PROGRESS: at 52.91% examples, 730792 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:27,226 : INFO : EPOCH 17 - PROGRESS: at 53.26% examples, 730799 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:28,234 : INFO : EPOCH 17 - PROGRESS: at 53.61% examples, 730785 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:29,238 : INFO : EPOCH 17 - PROGRESS: at 53.95% examples, 730876 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:44:30,240 : INFO : EPOCH 17 - PROGRESS: at 54.29% examples, 730906 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:31,245 : INFO : EPOCH 17 - PROGRESS: at 54.66% examples, 730903 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:32,255 : INFO : EPOCH 17 - PROGRESS: at 55.01% examples, 730892 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:44:33,278 : INFO : EPOCH 17 - PROGRESS: at 55.35% examples, 730897 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:34,293 : INFO : EPOCH 17 - PROGRESS: at 55.72% examples, 730850 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:35,301 : INFO : EPOCH 17 - PROGRESS: at 56.09% examples, 730890 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:36,317 : INFO : EPOCH 17 - PROGRESS: at 56.45% examples, 730889 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:37,322 : INFO : EPOCH 17 - PROGRESS: at 56.83% examples, 730930 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:44:38,329 : INFO : EPOCH 17 - PROGRESS: at 57.18% examples, 730866 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:39,332 : INFO : EPOCH 17 - PROGRESS: at 57.52% examples, 730901 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:40,339 : INFO : EPOCH 17 - PROGRESS: at 57.88% examples, 730894 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:41,344 : INFO : EPOCH 17 - PROGRESS: at 58.26% examples, 730895 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:42,349 : INFO : EPOCH 17 - PROGRESS: at 58.61% examples, 730897 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:43,359 : INFO : EPOCH 17 - PROGRESS: at 58.96% examples, 730935 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:44,363 : INFO : EPOCH 17 - PROGRESS: at 59.33% examples, 730861 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:45,373 : INFO : EPOCH 17 - PROGRESS: at 59.71% examples, 730831 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:46,378 : INFO : EPOCH 17 - PROGRESS: at 60.07% examples, 730849 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:47,400 : INFO : EPOCH 17 - PROGRESS: at 60.43% examples, 730864 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:48,421 : INFO : EPOCH 17 - PROGRESS: at 60.79% examples, 730882 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:49,445 : INFO : EPOCH 17 - PROGRESS: at 61.17% examples, 730871 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:50,446 : INFO : EPOCH 17 - PROGRESS: at 61.52% examples, 730910 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:51,450 : INFO : EPOCH 17 - PROGRESS: at 61.86% examples, 730951 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:52,451 : INFO : EPOCH 17 - PROGRESS: at 62.23% examples, 730894 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:53,464 : INFO : EPOCH 17 - PROGRESS: at 62.59% examples, 730887 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:54,466 : INFO : EPOCH 17 - PROGRESS: at 62.95% examples, 730891 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:55,484 : INFO : EPOCH 17 - PROGRESS: at 63.32% examples, 730850 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:56,489 : INFO : EPOCH 17 - PROGRESS: at 63.68% examples, 730926 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:57,507 : INFO : EPOCH 17 - PROGRESS: at 64.03% examples, 730935 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:58,523 : INFO : EPOCH 17 - PROGRESS: at 64.37% examples, 730979 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:44:59,532 : INFO : EPOCH 17 - PROGRESS: at 64.70% examples, 730960 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:00,535 : INFO : EPOCH 17 - PROGRESS: at 65.05% examples, 730960 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:01,538 : INFO : EPOCH 17 - PROGRESS: at 65.42% examples, 730978 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:02,539 : INFO : EPOCH 17 - PROGRESS: at 65.76% examples, 730994 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:03,540 : INFO : EPOCH 17 - PROGRESS: at 66.12% examples, 730971 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:04,545 : INFO : EPOCH 17 - PROGRESS: at 66.47% examples, 731029 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:05,548 : INFO : EPOCH 17 - PROGRESS: at 66.82% examples, 731034 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:06,551 : INFO : EPOCH 17 - PROGRESS: at 67.18% examples, 731034 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:07,552 : INFO : EPOCH 17 - PROGRESS: at 67.54% examples, 731079 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:08,560 : INFO : EPOCH 17 - PROGRESS: at 67.89% examples, 731117 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:45:09,562 : INFO : EPOCH 17 - PROGRESS: at 68.24% examples, 731137 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:10,581 : INFO : EPOCH 17 - PROGRESS: at 68.58% examples, 731119 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:11,581 : INFO : EPOCH 17 - PROGRESS: at 68.94% examples, 731191 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:12,586 : INFO : EPOCH 17 - PROGRESS: at 69.28% examples, 731168 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:13,592 : INFO : EPOCH 17 - PROGRESS: at 69.63% examples, 731140 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:45:14,598 : INFO : EPOCH 17 - PROGRESS: at 70.02% examples, 731150 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:15,603 : INFO : EPOCH 17 - PROGRESS: at 70.39% examples, 731144 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:16,609 : INFO : EPOCH 17 - PROGRESS: at 70.72% examples, 731148 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:17,615 : INFO : EPOCH 17 - PROGRESS: at 71.10% examples, 731159 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:18,621 : INFO : EPOCH 17 - PROGRESS: at 71.47% examples, 731161 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:19,640 : INFO : EPOCH 17 - PROGRESS: at 71.83% examples, 731144 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:20,642 : INFO : EPOCH 17 - PROGRESS: at 72.18% examples, 731189 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:21,643 : INFO : EPOCH 17 - PROGRESS: at 72.51% examples, 731236 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:22,646 : INFO : EPOCH 17 - PROGRESS: at 72.85% examples, 731205 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:23,646 : INFO : EPOCH 17 - PROGRESS: at 73.20% examples, 731180 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:45:24,646 : INFO : EPOCH 17 - PROGRESS: at 73.55% examples, 731264 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:25,650 : INFO : EPOCH 17 - PROGRESS: at 73.91% examples, 731223 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:45:26,654 : INFO : EPOCH 17 - PROGRESS: at 74.28% examples, 731205 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:27,681 : INFO : EPOCH 17 - PROGRESS: at 74.62% examples, 731215 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:28,687 : INFO : EPOCH 17 - PROGRESS: at 75.01% examples, 731223 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:29,691 : INFO : EPOCH 17 - PROGRESS: at 75.35% examples, 731198 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:45:30,705 : INFO : EPOCH 17 - PROGRESS: at 75.72% examples, 731225 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:31,708 : INFO : EPOCH 17 - PROGRESS: at 76.07% examples, 731245 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:32,710 : INFO : EPOCH 17 - PROGRESS: at 76.42% examples, 731283 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:33,713 : INFO : EPOCH 17 - PROGRESS: at 76.78% examples, 731328 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:34,715 : INFO : EPOCH 17 - PROGRESS: at 77.13% examples, 731314 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:35,716 : INFO : EPOCH 17 - PROGRESS: at 77.48% examples, 731275 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:36,722 : INFO : EPOCH 17 - PROGRESS: at 77.82% examples, 731301 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:37,731 : INFO : EPOCH 17 - PROGRESS: at 78.17% examples, 731307 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:45:38,744 : INFO : EPOCH 17 - PROGRESS: at 78.50% examples, 731324 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:39,749 : INFO : EPOCH 17 - PROGRESS: at 78.85% examples, 731330 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:40,764 : INFO : EPOCH 17 - PROGRESS: at 79.19% examples, 731323 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:41,778 : INFO : EPOCH 17 - PROGRESS: at 79.55% examples, 731283 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:42,788 : INFO : EPOCH 17 - PROGRESS: at 79.92% examples, 731292 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:45:43,794 : INFO : EPOCH 17 - PROGRESS: at 80.29% examples, 731283 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:44,798 : INFO : EPOCH 17 - PROGRESS: at 80.62% examples, 731325 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:45,802 : INFO : EPOCH 17 - PROGRESS: at 80.96% examples, 731369 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:46,814 : INFO : EPOCH 17 - PROGRESS: at 81.30% examples, 731415 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:47,815 : INFO : EPOCH 17 - PROGRESS: at 81.64% examples, 731389 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:48,820 : INFO : EPOCH 17 - PROGRESS: at 82.02% examples, 731432 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:49,831 : INFO : EPOCH 17 - PROGRESS: at 82.39% examples, 731461 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:50,832 : INFO : EPOCH 17 - PROGRESS: at 82.76% examples, 731379 words/s, in_qsize 6, out_qsize 2
2020-07-24 11:45:51,838 : INFO : EPOCH 17 - PROGRESS: at 83.09% examples, 731470 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:52,847 : INFO : EPOCH 17 - PROGRESS: at 83.45% examples, 731470 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:53,860 : INFO : EPOCH 17 - PROGRESS: at 83.82% examples, 731480 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:54,885 : INFO : EPOCH 17 - PROGRESS: at 84.17% examples, 731481 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:55,905 : INFO : EPOCH 17 - PROGRESS: at 84.53% examples, 731447 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:56,905 : INFO : EPOCH 17 - PROGRESS: at 84.89% examples, 731447 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:57,909 : INFO : EPOCH 17 - PROGRESS: at 85.22% examples, 731421 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:58,919 : INFO : EPOCH 17 - PROGRESS: at 85.58% examples, 731429 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:45:59,938 : INFO : EPOCH 17 - PROGRESS: at 85.92% examples, 731440 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:00,946 : INFO : EPOCH 17 - PROGRESS: at 86.26% examples, 731445 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:01,949 : INFO : EPOCH 17 - PROGRESS: at 86.62% examples, 731419 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:02,954 : INFO : EPOCH 17 - PROGRESS: at 86.96% examples, 731380 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:46:03,957 : INFO : EPOCH 17 - PROGRESS: at 87.32% examples, 731415 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:04,972 : INFO : EPOCH 17 - PROGRESS: at 87.66% examples, 731446 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:05,973 : INFO : EPOCH 17 - PROGRESS: at 88.05% examples, 731439 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:06,974 : INFO : EPOCH 17 - PROGRESS: at 88.43% examples, 731409 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:07,978 : INFO : EPOCH 17 - PROGRESS: at 88.78% examples, 731359 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:08,987 : INFO : EPOCH 17 - PROGRESS: at 89.13% examples, 731366 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:09,993 : INFO : EPOCH 17 - PROGRESS: at 89.52% examples, 731322 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:10,999 : INFO : EPOCH 17 - PROGRESS: at 89.89% examples, 731314 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:12,009 : INFO : EPOCH 17 - PROGRESS: at 90.24% examples, 731347 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:13,010 : INFO : EPOCH 17 - PROGRESS: at 90.59% examples, 731388 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:14,021 : INFO : EPOCH 17 - PROGRESS: at 90.94% examples, 731354 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:15,024 : INFO : EPOCH 17 - PROGRESS: at 91.29% examples, 731361 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:16,029 : INFO : EPOCH 17 - PROGRESS: at 91.68% examples, 731335 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:17,030 : INFO : EPOCH 17 - PROGRESS: at 92.04% examples, 731366 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:18,036 : INFO : EPOCH 17 - PROGRESS: at 92.37% examples, 731329 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:19,047 : INFO : EPOCH 17 - PROGRESS: at 92.71% examples, 731293 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:20,061 : INFO : EPOCH 17 - PROGRESS: at 93.03% examples, 731143 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:21,065 : INFO : EPOCH 17 - PROGRESS: at 93.36% examples, 731050 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:22,082 : INFO : EPOCH 17 - PROGRESS: at 93.70% examples, 730916 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:23,089 : INFO : EPOCH 17 - PROGRESS: at 94.00% examples, 730429 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:24,102 : INFO : EPOCH 17 - PROGRESS: at 94.30% examples, 730151 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:25,103 : INFO : EPOCH 17 - PROGRESS: at 94.65% examples, 730187 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:26,107 : INFO : EPOCH 17 - PROGRESS: at 95.01% examples, 730190 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:27,112 : INFO : EPOCH 17 - PROGRESS: at 95.36% examples, 730186 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:28,122 : INFO : EPOCH 17 - PROGRESS: at 95.72% examples, 730211 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:29,133 : INFO : EPOCH 17 - PROGRESS: at 96.07% examples, 730207 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:30,145 : INFO : EPOCH 17 - PROGRESS: at 96.42% examples, 730252 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:31,170 : INFO : EPOCH 17 - PROGRESS: at 96.77% examples, 730240 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:32,175 : INFO : EPOCH 17 - PROGRESS: at 97.13% examples, 730239 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:33,177 : INFO : EPOCH 17 - PROGRESS: at 97.46% examples, 730260 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:34,186 : INFO : EPOCH 17 - PROGRESS: at 97.81% examples, 730309 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:35,196 : INFO : EPOCH 17 - PROGRESS: at 98.19% examples, 730282 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:36,200 : INFO : EPOCH 17 - PROGRESS: at 98.54% examples, 730330 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:37,201 : INFO : EPOCH 17 - PROGRESS: at 98.89% examples, 730348 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:38,215 : INFO : EPOCH 17 - PROGRESS: at 99.26% examples, 730342 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:46:39,221 : INFO : EPOCH 17 - PROGRESS: at 99.62% examples, 730355 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:40,227 : INFO : EPOCH 17 - PROGRESS: at 99.99% examples, 730318 words/s, in_qsize 4, out_qsize 0
2020-07-24 11:46:40,231 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 11:46:40,244 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 11:46:40,249 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 11:46:40,249 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 11:46:40,250 : INFO : EPOCH - 17 : training on 265921901 raw words (206700237 effective words) took 283.0s, 730354 effective words/s
2020-07-24 11:46:41,259 : INFO : EPOCH 18 - PROGRESS: at 0.36% examples, 711308 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:42,264 : INFO : EPOCH 18 - PROGRESS: at 0.70% examples, 721030 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:43,266 : INFO : EPOCH 18 - PROGRESS: at 1.06% examples, 725323 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:44,278 : INFO : EPOCH 18 - PROGRESS: at 1.41% examples, 725314 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:45,293 : INFO : EPOCH 18 - PROGRESS: at 1.77% examples, 729270 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:46,297 : INFO : EPOCH 18 - PROGRESS: at 2.13% examples, 729438 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:46:47,310 : INFO : EPOCH 18 - PROGRESS: at 2.49% examples, 727229 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:48,310 : INFO : EPOCH 18 - PROGRESS: at 2.86% examples, 727786 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:49,326 : INFO : EPOCH 18 - PROGRESS: at 3.22% examples, 727371 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:50,330 : INFO : EPOCH 18 - PROGRESS: at 3.55% examples, 727877 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:51,344 : INFO : EPOCH 18 - PROGRESS: at 3.92% examples, 727633 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:52,352 : INFO : EPOCH 18 - PROGRESS: at 4.25% examples, 728287 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:53,360 : INFO : EPOCH 18 - PROGRESS: at 4.60% examples, 728327 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:54,360 : INFO : EPOCH 18 - PROGRESS: at 4.96% examples, 728860 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:55,363 : INFO : EPOCH 18 - PROGRESS: at 5.32% examples, 729181 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:56,370 : INFO : EPOCH 18 - PROGRESS: at 5.66% examples, 729320 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:57,376 : INFO : EPOCH 18 - PROGRESS: at 6.02% examples, 728911 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:58,383 : INFO : EPOCH 18 - PROGRESS: at 6.39% examples, 728899 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:46:59,386 : INFO : EPOCH 18 - PROGRESS: at 6.73% examples, 729633 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:00,396 : INFO : EPOCH 18 - PROGRESS: at 7.07% examples, 729652 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:01,401 : INFO : EPOCH 18 - PROGRESS: at 7.42% examples, 729639 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:02,404 : INFO : EPOCH 18 - PROGRESS: at 7.75% examples, 729885 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:03,410 : INFO : EPOCH 18 - PROGRESS: at 8.12% examples, 729559 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:04,415 : INFO : EPOCH 18 - PROGRESS: at 8.48% examples, 729652 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:05,419 : INFO : EPOCH 18 - PROGRESS: at 8.83% examples, 729144 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:06,422 : INFO : EPOCH 18 - PROGRESS: at 9.20% examples, 729112 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:07,433 : INFO : EPOCH 18 - PROGRESS: at 9.56% examples, 729204 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:08,434 : INFO : EPOCH 18 - PROGRESS: at 9.90% examples, 729554 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:09,438 : INFO : EPOCH 18 - PROGRESS: at 10.24% examples, 729481 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:47:10,457 : INFO : EPOCH 18 - PROGRESS: at 10.59% examples, 729600 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:11,459 : INFO : EPOCH 18 - PROGRESS: at 10.95% examples, 729659 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:12,460 : INFO : EPOCH 18 - PROGRESS: at 11.33% examples, 729702 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:13,473 : INFO : EPOCH 18 - PROGRESS: at 11.67% examples, 729664 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:14,475 : INFO : EPOCH 18 - PROGRESS: at 12.05% examples, 729805 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:15,489 : INFO : EPOCH 18 - PROGRESS: at 12.43% examples, 729694 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:16,489 : INFO : EPOCH 18 - PROGRESS: at 12.76% examples, 729819 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:17,499 : INFO : EPOCH 18 - PROGRESS: at 13.13% examples, 729725 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:18,502 : INFO : EPOCH 18 - PROGRESS: at 13.47% examples, 729923 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:19,506 : INFO : EPOCH 18 - PROGRESS: at 13.83% examples, 729995 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:47:20,513 : INFO : EPOCH 18 - PROGRESS: at 14.19% examples, 729871 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:21,514 : INFO : EPOCH 18 - PROGRESS: at 14.53% examples, 730095 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:22,517 : INFO : EPOCH 18 - PROGRESS: at 14.89% examples, 730157 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:23,518 : INFO : EPOCH 18 - PROGRESS: at 15.25% examples, 730129 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:24,522 : INFO : EPOCH 18 - PROGRESS: at 15.58% examples, 730322 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:25,525 : INFO : EPOCH 18 - PROGRESS: at 15.95% examples, 730244 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:26,541 : INFO : EPOCH 18 - PROGRESS: at 16.32% examples, 730528 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:27,561 : INFO : EPOCH 18 - PROGRESS: at 16.68% examples, 730490 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:28,564 : INFO : EPOCH 18 - PROGRESS: at 17.04% examples, 730679 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:47:29,574 : INFO : EPOCH 18 - PROGRESS: at 17.38% examples, 730734 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:30,577 : INFO : EPOCH 18 - PROGRESS: at 17.71% examples, 730898 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:31,588 : INFO : EPOCH 18 - PROGRESS: at 18.07% examples, 730923 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:47:32,592 : INFO : EPOCH 18 - PROGRESS: at 18.44% examples, 730906 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:33,610 : INFO : EPOCH 18 - PROGRESS: at 18.79% examples, 730858 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:34,614 : INFO : EPOCH 18 - PROGRESS: at 19.15% examples, 731001 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:35,616 : INFO : EPOCH 18 - PROGRESS: at 19.49% examples, 731063 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:36,620 : INFO : EPOCH 18 - PROGRESS: at 19.85% examples, 731222 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:37,625 : INFO : EPOCH 18 - PROGRESS: at 20.21% examples, 731164 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:38,625 : INFO : EPOCH 18 - PROGRESS: at 20.57% examples, 731192 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:39,635 : INFO : EPOCH 18 - PROGRESS: at 20.93% examples, 731119 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:40,640 : INFO : EPOCH 18 - PROGRESS: at 21.29% examples, 731123 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:47:41,646 : INFO : EPOCH 18 - PROGRESS: at 21.64% examples, 731264 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:42,656 : INFO : EPOCH 18 - PROGRESS: at 22.00% examples, 731273 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:43,664 : INFO : EPOCH 18 - PROGRESS: at 22.34% examples, 731306 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:44,665 : INFO : EPOCH 18 - PROGRESS: at 22.73% examples, 731311 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:45,667 : INFO : EPOCH 18 - PROGRESS: at 23.09% examples, 731272 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:47:46,679 : INFO : EPOCH 18 - PROGRESS: at 23.44% examples, 731282 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:47,683 : INFO : EPOCH 18 - PROGRESS: at 23.82% examples, 731240 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:48,685 : INFO : EPOCH 18 - PROGRESS: at 24.20% examples, 731191 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:49,691 : INFO : EPOCH 18 - PROGRESS: at 24.56% examples, 730994 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:50,695 : INFO : EPOCH 18 - PROGRESS: at 24.92% examples, 731087 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:47:51,711 : INFO : EPOCH 18 - PROGRESS: at 25.29% examples, 731061 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:52,715 : INFO : EPOCH 18 - PROGRESS: at 25.64% examples, 730839 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:53,738 : INFO : EPOCH 18 - PROGRESS: at 26.00% examples, 730854 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:54,743 : INFO : EPOCH 18 - PROGRESS: at 26.37% examples, 730815 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:55,747 : INFO : EPOCH 18 - PROGRESS: at 26.73% examples, 730934 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:47:56,748 : INFO : EPOCH 18 - PROGRESS: at 27.06% examples, 730066 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:57,760 : INFO : EPOCH 18 - PROGRESS: at 27.38% examples, 729069 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:58,762 : INFO : EPOCH 18 - PROGRESS: at 27.71% examples, 728238 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:47:59,777 : INFO : EPOCH 18 - PROGRESS: at 28.04% examples, 727228 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:00,792 : INFO : EPOCH 18 - PROGRESS: at 28.40% examples, 726294 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:01,805 : INFO : EPOCH 18 - PROGRESS: at 28.73% examples, 725562 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:02,807 : INFO : EPOCH 18 - PROGRESS: at 29.05% examples, 724816 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:03,821 : INFO : EPOCH 18 - PROGRESS: at 29.37% examples, 724041 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:04,835 : INFO : EPOCH 18 - PROGRESS: at 29.71% examples, 723318 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:48:05,852 : INFO : EPOCH 18 - PROGRESS: at 30.06% examples, 722584 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:06,862 : INFO : EPOCH 18 - PROGRESS: at 30.39% examples, 722167 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:07,864 : INFO : EPOCH 18 - PROGRESS: at 30.73% examples, 721502 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:08,864 : INFO : EPOCH 18 - PROGRESS: at 31.05% examples, 720825 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:09,871 : INFO : EPOCH 18 - PROGRESS: at 31.39% examples, 720170 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:10,883 : INFO : EPOCH 18 - PROGRESS: at 31.72% examples, 719466 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:11,885 : INFO : EPOCH 18 - PROGRESS: at 32.05% examples, 718933 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:48:12,885 : INFO : EPOCH 18 - PROGRESS: at 32.38% examples, 718359 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:13,889 : INFO : EPOCH 18 - PROGRESS: at 32.70% examples, 717776 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:48:14,894 : INFO : EPOCH 18 - PROGRESS: at 33.03% examples, 717150 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:15,903 : INFO : EPOCH 18 - PROGRESS: at 33.34% examples, 716562 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:16,911 : INFO : EPOCH 18 - PROGRESS: at 33.68% examples, 716030 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:17,915 : INFO : EPOCH 18 - PROGRESS: at 34.01% examples, 715542 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:18,928 : INFO : EPOCH 18 - PROGRESS: at 34.34% examples, 714848 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:19,961 : INFO : EPOCH 18 - PROGRESS: at 34.68% examples, 714344 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:20,963 : INFO : EPOCH 18 - PROGRESS: at 35.02% examples, 713850 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:48:21,981 : INFO : EPOCH 18 - PROGRESS: at 35.35% examples, 713308 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:22,988 : INFO : EPOCH 18 - PROGRESS: at 35.69% examples, 712787 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:48:24,000 : INFO : EPOCH 18 - PROGRESS: at 36.02% examples, 712184 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:48:25,006 : INFO : EPOCH 18 - PROGRESS: at 36.34% examples, 711831 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:48:26,010 : INFO : EPOCH 18 - PROGRESS: at 36.63% examples, 711405 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:27,021 : INFO : EPOCH 18 - PROGRESS: at 36.95% examples, 711025 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:48:28,035 : INFO : EPOCH 18 - PROGRESS: at 37.26% examples, 710701 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:29,046 : INFO : EPOCH 18 - PROGRESS: at 37.58% examples, 710324 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:30,051 : INFO : EPOCH 18 - PROGRESS: at 37.90% examples, 709982 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:31,056 : INFO : EPOCH 18 - PROGRESS: at 38.24% examples, 709534 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:48:32,063 : INFO : EPOCH 18 - PROGRESS: at 38.57% examples, 709054 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:33,081 : INFO : EPOCH 18 - PROGRESS: at 38.92% examples, 708643 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:34,087 : INFO : EPOCH 18 - PROGRESS: at 39.24% examples, 708274 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:35,094 : INFO : EPOCH 18 - PROGRESS: at 39.56% examples, 707892 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:36,102 : INFO : EPOCH 18 - PROGRESS: at 39.90% examples, 707455 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:37,103 : INFO : EPOCH 18 - PROGRESS: at 40.24% examples, 706971 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:38,104 : INFO : EPOCH 18 - PROGRESS: at 40.57% examples, 706712 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:39,115 : INFO : EPOCH 18 - PROGRESS: at 40.90% examples, 706339 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:40,120 : INFO : EPOCH 18 - PROGRESS: at 41.23% examples, 706024 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:48:41,127 : INFO : EPOCH 18 - PROGRESS: at 41.54% examples, 705729 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:42,145 : INFO : EPOCH 18 - PROGRESS: at 41.90% examples, 705253 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:43,152 : INFO : EPOCH 18 - PROGRESS: at 42.21% examples, 705024 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:44,157 : INFO : EPOCH 18 - PROGRESS: at 42.54% examples, 704686 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:45,169 : INFO : EPOCH 18 - PROGRESS: at 42.84% examples, 704405 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:46,174 : INFO : EPOCH 18 - PROGRESS: at 43.17% examples, 704113 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:47,175 : INFO : EPOCH 18 - PROGRESS: at 43.50% examples, 703892 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:48,176 : INFO : EPOCH 18 - PROGRESS: at 43.83% examples, 703558 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:49,189 : INFO : EPOCH 18 - PROGRESS: at 44.17% examples, 703288 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:50,206 : INFO : EPOCH 18 - PROGRESS: at 44.49% examples, 703020 words/s, in_qsize 8, out_qsize 1
2020-07-24 11:48:51,208 : INFO : EPOCH 18 - PROGRESS: at 44.82% examples, 702821 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:52,211 : INFO : EPOCH 18 - PROGRESS: at 45.12% examples, 702500 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:53,228 : INFO : EPOCH 18 - PROGRESS: at 45.45% examples, 702208 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:54,229 : INFO : EPOCH 18 - PROGRESS: at 45.78% examples, 702059 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:55,247 : INFO : EPOCH 18 - PROGRESS: at 46.10% examples, 701722 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:56,253 : INFO : EPOCH 18 - PROGRESS: at 46.41% examples, 701533 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:57,263 : INFO : EPOCH 18 - PROGRESS: at 46.74% examples, 701208 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:48:58,264 : INFO : EPOCH 18 - PROGRESS: at 47.06% examples, 701002 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:48:59,267 : INFO : EPOCH 18 - PROGRESS: at 47.39% examples, 700472 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:00,279 : INFO : EPOCH 18 - PROGRESS: at 47.71% examples, 699970 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:01,300 : INFO : EPOCH 18 - PROGRESS: at 48.04% examples, 699396 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:02,302 : INFO : EPOCH 18 - PROGRESS: at 48.37% examples, 698861 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:03,313 : INFO : EPOCH 18 - PROGRESS: at 48.64% examples, 697922 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:49:04,322 : INFO : EPOCH 18 - PROGRESS: at 48.94% examples, 697776 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:05,335 : INFO : EPOCH 18 - PROGRESS: at 49.26% examples, 698017 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:49:06,335 : INFO : EPOCH 18 - PROGRESS: at 49.63% examples, 698285 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:07,350 : INFO : EPOCH 18 - PROGRESS: at 49.97% examples, 698550 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:08,350 : INFO : EPOCH 18 - PROGRESS: at 50.32% examples, 698809 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:49:09,355 : INFO : EPOCH 18 - PROGRESS: at 50.69% examples, 699044 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:10,372 : INFO : EPOCH 18 - PROGRESS: at 51.04% examples, 699251 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:11,384 : INFO : EPOCH 18 - PROGRESS: at 51.40% examples, 699511 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:12,402 : INFO : EPOCH 18 - PROGRESS: at 51.75% examples, 699719 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:13,412 : INFO : EPOCH 18 - PROGRESS: at 52.10% examples, 699945 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:14,419 : INFO : EPOCH 18 - PROGRESS: at 52.45% examples, 700138 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:15,434 : INFO : EPOCH 18 - PROGRESS: at 52.80% examples, 700347 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:16,436 : INFO : EPOCH 18 - PROGRESS: at 53.16% examples, 700512 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:17,439 : INFO : EPOCH 18 - PROGRESS: at 53.53% examples, 700765 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:18,442 : INFO : EPOCH 18 - PROGRESS: at 53.86% examples, 700987 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:19,455 : INFO : EPOCH 18 - PROGRESS: at 54.19% examples, 701230 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:20,457 : INFO : EPOCH 18 - PROGRESS: at 54.57% examples, 701443 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:21,459 : INFO : EPOCH 18 - PROGRESS: at 54.92% examples, 701623 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:22,462 : INFO : EPOCH 18 - PROGRESS: at 55.26% examples, 701758 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:23,464 : INFO : EPOCH 18 - PROGRESS: at 55.62% examples, 702017 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:24,466 : INFO : EPOCH 18 - PROGRESS: at 55.98% examples, 702225 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:25,487 : INFO : EPOCH 18 - PROGRESS: at 56.35% examples, 702331 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:26,493 : INFO : EPOCH 18 - PROGRESS: at 56.71% examples, 702530 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:27,496 : INFO : EPOCH 18 - PROGRESS: at 57.07% examples, 702633 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:28,511 : INFO : EPOCH 18 - PROGRESS: at 57.41% examples, 702768 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:29,520 : INFO : EPOCH 18 - PROGRESS: at 57.77% examples, 702983 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:49:30,525 : INFO : EPOCH 18 - PROGRESS: at 58.15% examples, 703080 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:31,533 : INFO : EPOCH 18 - PROGRESS: at 58.50% examples, 703226 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:49:32,540 : INFO : EPOCH 18 - PROGRESS: at 58.85% examples, 703443 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:49:33,544 : INFO : EPOCH 18 - PROGRESS: at 59.20% examples, 703594 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:34,554 : INFO : EPOCH 18 - PROGRESS: at 59.60% examples, 703678 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:35,569 : INFO : EPOCH 18 - PROGRESS: at 59.97% examples, 703849 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:36,578 : INFO : EPOCH 18 - PROGRESS: at 60.32% examples, 704069 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:37,579 : INFO : EPOCH 18 - PROGRESS: at 60.67% examples, 704198 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:38,596 : INFO : EPOCH 18 - PROGRESS: at 61.05% examples, 704334 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:39,600 : INFO : EPOCH 18 - PROGRESS: at 61.39% examples, 704478 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:40,605 : INFO : EPOCH 18 - PROGRESS: at 61.75% examples, 704605 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:41,618 : INFO : EPOCH 18 - PROGRESS: at 62.11% examples, 704750 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:49:42,627 : INFO : EPOCH 18 - PROGRESS: at 62.47% examples, 704903 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:43,637 : INFO : EPOCH 18 - PROGRESS: at 62.81% examples, 705030 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:44,651 : INFO : EPOCH 18 - PROGRESS: at 63.20% examples, 705143 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:45,658 : INFO : EPOCH 18 - PROGRESS: at 63.56% examples, 705307 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:46,670 : INFO : EPOCH 18 - PROGRESS: at 63.92% examples, 705504 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:47,680 : INFO : EPOCH 18 - PROGRESS: at 64.27% examples, 705626 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:48,686 : INFO : EPOCH 18 - PROGRESS: at 64.59% examples, 705795 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:49:49,696 : INFO : EPOCH 18 - PROGRESS: at 64.94% examples, 705964 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:50,718 : INFO : EPOCH 18 - PROGRESS: at 65.31% examples, 706037 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:51,718 : INFO : EPOCH 18 - PROGRESS: at 65.65% examples, 706228 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:52,721 : INFO : EPOCH 18 - PROGRESS: at 66.00% examples, 706382 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:49:53,731 : INFO : EPOCH 18 - PROGRESS: at 66.35% examples, 706511 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:54,744 : INFO : EPOCH 18 - PROGRESS: at 66.71% examples, 706629 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:55,748 : INFO : EPOCH 18 - PROGRESS: at 67.08% examples, 706731 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:56,765 : INFO : EPOCH 18 - PROGRESS: at 67.42% examples, 706850 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:57,765 : INFO : EPOCH 18 - PROGRESS: at 67.78% examples, 706977 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:58,766 : INFO : EPOCH 18 - PROGRESS: at 68.13% examples, 707094 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:49:59,776 : INFO : EPOCH 18 - PROGRESS: at 68.46% examples, 707238 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:00,779 : INFO : EPOCH 18 - PROGRESS: at 68.82% examples, 707390 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:01,793 : INFO : EPOCH 18 - PROGRESS: at 69.16% examples, 707459 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:02,799 : INFO : EPOCH 18 - PROGRESS: at 69.52% examples, 707615 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:03,802 : INFO : EPOCH 18 - PROGRESS: at 69.88% examples, 707657 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:04,805 : INFO : EPOCH 18 - PROGRESS: at 70.26% examples, 707745 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:05,810 : INFO : EPOCH 18 - PROGRESS: at 70.60% examples, 707853 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:06,813 : INFO : EPOCH 18 - PROGRESS: at 70.97% examples, 707980 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:07,820 : INFO : EPOCH 18 - PROGRESS: at 71.34% examples, 708109 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:08,831 : INFO : EPOCH 18 - PROGRESS: at 71.70% examples, 708226 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:09,841 : INFO : EPOCH 18 - PROGRESS: at 72.04% examples, 708306 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:10,870 : INFO : EPOCH 18 - PROGRESS: at 72.39% examples, 708433 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:11,883 : INFO : EPOCH 18 - PROGRESS: at 72.75% examples, 708561 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:12,900 : INFO : EPOCH 18 - PROGRESS: at 73.10% examples, 708698 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:13,905 : INFO : EPOCH 18 - PROGRESS: at 73.45% examples, 708871 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:14,916 : INFO : EPOCH 18 - PROGRESS: at 73.81% examples, 709043 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:15,923 : INFO : EPOCH 18 - PROGRESS: at 74.17% examples, 709134 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:16,931 : INFO : EPOCH 18 - PROGRESS: at 74.54% examples, 709207 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:17,935 : INFO : EPOCH 18 - PROGRESS: at 74.89% examples, 709326 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:18,940 : INFO : EPOCH 18 - PROGRESS: at 75.25% examples, 709462 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:19,944 : INFO : EPOCH 18 - PROGRESS: at 75.64% examples, 709520 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:20,948 : INFO : EPOCH 18 - PROGRESS: at 75.97% examples, 709630 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:21,949 : INFO : EPOCH 18 - PROGRESS: at 76.32% examples, 709742 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:22,952 : INFO : EPOCH 18 - PROGRESS: at 76.67% examples, 709809 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:50:23,958 : INFO : EPOCH 18 - PROGRESS: at 76.99% examples, 709835 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:24,963 : INFO : EPOCH 18 - PROGRESS: at 77.37% examples, 709919 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:25,968 : INFO : EPOCH 18 - PROGRESS: at 77.70% examples, 710030 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:26,976 : INFO : EPOCH 18 - PROGRESS: at 78.05% examples, 710169 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:27,979 : INFO : EPOCH 18 - PROGRESS: at 78.40% examples, 710265 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:28,980 : INFO : EPOCH 18 - PROGRESS: at 78.72% examples, 710401 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:29,986 : INFO : EPOCH 18 - PROGRESS: at 79.07% examples, 710496 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:30,988 : INFO : EPOCH 18 - PROGRESS: at 79.44% examples, 710603 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:31,989 : INFO : EPOCH 18 - PROGRESS: at 79.79% examples, 710672 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:32,991 : INFO : EPOCH 18 - PROGRESS: at 80.17% examples, 710763 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:34,007 : INFO : EPOCH 18 - PROGRESS: at 80.50% examples, 710879 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:35,009 : INFO : EPOCH 18 - PROGRESS: at 80.83% examples, 710989 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:36,020 : INFO : EPOCH 18 - PROGRESS: at 81.20% examples, 711159 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:37,022 : INFO : EPOCH 18 - PROGRESS: at 81.53% examples, 711257 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:38,045 : INFO : EPOCH 18 - PROGRESS: at 81.91% examples, 711303 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:39,049 : INFO : EPOCH 18 - PROGRESS: at 82.27% examples, 711403 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:40,051 : INFO : EPOCH 18 - PROGRESS: at 82.62% examples, 711459 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:41,063 : INFO : EPOCH 18 - PROGRESS: at 82.98% examples, 711555 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:42,069 : INFO : EPOCH 18 - PROGRESS: at 83.33% examples, 711611 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:43,088 : INFO : EPOCH 18 - PROGRESS: at 83.69% examples, 711682 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:44,102 : INFO : EPOCH 18 - PROGRESS: at 84.06% examples, 711780 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:50:45,108 : INFO : EPOCH 18 - PROGRESS: at 84.39% examples, 711840 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:46,109 : INFO : EPOCH 18 - PROGRESS: at 84.75% examples, 711931 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:47,120 : INFO : EPOCH 18 - PROGRESS: at 85.11% examples, 712044 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:50:48,127 : INFO : EPOCH 18 - PROGRESS: at 85.45% examples, 712088 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:49,137 : INFO : EPOCH 18 - PROGRESS: at 85.78% examples, 712182 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:50,143 : INFO : EPOCH 18 - PROGRESS: at 86.15% examples, 712284 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:51,152 : INFO : EPOCH 18 - PROGRESS: at 86.51% examples, 712344 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:52,172 : INFO : EPOCH 18 - PROGRESS: at 86.86% examples, 712375 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:50:53,187 : INFO : EPOCH 18 - PROGRESS: at 87.19% examples, 712470 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:54,195 : INFO : EPOCH 18 - PROGRESS: at 87.55% examples, 712548 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:55,199 : INFO : EPOCH 18 - PROGRESS: at 87.91% examples, 712650 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:56,202 : INFO : EPOCH 18 - PROGRESS: at 88.30% examples, 712680 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:57,210 : INFO : EPOCH 18 - PROGRESS: at 88.67% examples, 712750 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:58,231 : INFO : EPOCH 18 - PROGRESS: at 89.01% examples, 712811 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:50:59,245 : INFO : EPOCH 18 - PROGRESS: at 89.40% examples, 712843 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:00,249 : INFO : EPOCH 18 - PROGRESS: at 89.77% examples, 712859 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:01,255 : INFO : EPOCH 18 - PROGRESS: at 90.14% examples, 712969 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:02,277 : INFO : EPOCH 18 - PROGRESS: at 90.48% examples, 713036 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:51:03,278 : INFO : EPOCH 18 - PROGRESS: at 90.81% examples, 713133 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:04,287 : INFO : EPOCH 18 - PROGRESS: at 91.18% examples, 713168 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:05,289 : INFO : EPOCH 18 - PROGRESS: at 91.57% examples, 713280 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:06,296 : INFO : EPOCH 18 - PROGRESS: at 91.93% examples, 713342 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:07,305 : INFO : EPOCH 18 - PROGRESS: at 92.29% examples, 713449 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:08,306 : INFO : EPOCH 18 - PROGRESS: at 92.62% examples, 713545 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:09,313 : INFO : EPOCH 18 - PROGRESS: at 92.96% examples, 713613 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:10,336 : INFO : EPOCH 18 - PROGRESS: at 93.31% examples, 713689 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:11,350 : INFO : EPOCH 18 - PROGRESS: at 93.67% examples, 713757 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:12,362 : INFO : EPOCH 18 - PROGRESS: at 94.02% examples, 713794 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:13,367 : INFO : EPOCH 18 - PROGRESS: at 94.37% examples, 713883 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:14,373 : INFO : EPOCH 18 - PROGRESS: at 94.70% examples, 713930 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:51:15,375 : INFO : EPOCH 18 - PROGRESS: at 95.06% examples, 713974 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:16,389 : INFO : EPOCH 18 - PROGRESS: at 95.41% examples, 714045 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:17,393 : INFO : EPOCH 18 - PROGRESS: at 95.78% examples, 714114 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:18,397 : INFO : EPOCH 18 - PROGRESS: at 96.12% examples, 714192 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:19,408 : INFO : EPOCH 18 - PROGRESS: at 96.47% examples, 714273 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:20,411 : INFO : EPOCH 18 - PROGRESS: at 96.82% examples, 714321 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:51:21,419 : INFO : EPOCH 18 - PROGRESS: at 97.17% examples, 714431 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:22,420 : INFO : EPOCH 18 - PROGRESS: at 97.52% examples, 714499 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:23,425 : INFO : EPOCH 18 - PROGRESS: at 97.87% examples, 714621 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:24,447 : INFO : EPOCH 18 - PROGRESS: at 98.25% examples, 714644 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:25,460 : INFO : EPOCH 18 - PROGRESS: at 98.60% examples, 714743 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:26,467 : INFO : EPOCH 18 - PROGRESS: at 98.95% examples, 714846 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:27,476 : INFO : EPOCH 18 - PROGRESS: at 99.31% examples, 714893 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:28,482 : INFO : EPOCH 18 - PROGRESS: at 99.68% examples, 714911 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:29,326 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 11:51:29,331 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 11:51:29,336 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 11:51:29,337 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 11:51:29,338 : INFO : EPOCH - 18 : training on 265921901 raw words (206697939 effective words) took 289.1s, 715010 effective words/s
2020-07-24 11:51:30,351 : INFO : EPOCH 19 - PROGRESS: at 0.36% examples, 708259 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:31,354 : INFO : EPOCH 19 - PROGRESS: at 0.69% examples, 716635 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:32,355 : INFO : EPOCH 19 - PROGRESS: at 1.05% examples, 722455 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:33,380 : INFO : EPOCH 19 - PROGRESS: at 1.41% examples, 722562 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:34,381 : INFO : EPOCH 19 - PROGRESS: at 1.76% examples, 724785 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:35,391 : INFO : EPOCH 19 - PROGRESS: at 2.12% examples, 726468 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:36,399 : INFO : EPOCH 19 - PROGRESS: at 2.48% examples, 723899 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:51:37,410 : INFO : EPOCH 19 - PROGRESS: at 2.81% examples, 715969 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:38,431 : INFO : EPOCH 19 - PROGRESS: at 3.14% examples, 709745 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:39,436 : INFO : EPOCH 19 - PROGRESS: at 3.45% examples, 703628 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:40,442 : INFO : EPOCH 19 - PROGRESS: at 3.74% examples, 696419 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:41,469 : INFO : EPOCH 19 - PROGRESS: at 4.06% examples, 691716 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:42,472 : INFO : EPOCH 19 - PROGRESS: at 4.35% examples, 687840 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:43,473 : INFO : EPOCH 19 - PROGRESS: at 4.62% examples, 679008 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:44,473 : INFO : EPOCH 19 - PROGRESS: at 4.94% examples, 677125 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:51:45,481 : INFO : EPOCH 19 - PROGRESS: at 5.30% examples, 680549 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:46,496 : INFO : EPOCH 19 - PROGRESS: at 5.65% examples, 683873 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:51:47,506 : INFO : EPOCH 19 - PROGRESS: at 6.01% examples, 686703 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:48,519 : INFO : EPOCH 19 - PROGRESS: at 6.39% examples, 689073 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:49,522 : INFO : EPOCH 19 - PROGRESS: at 6.72% examples, 690998 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:50,533 : INFO : EPOCH 19 - PROGRESS: at 7.06% examples, 693389 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:51,539 : INFO : EPOCH 19 - PROGRESS: at 7.42% examples, 695182 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:52,553 : INFO : EPOCH 19 - PROGRESS: at 7.76% examples, 696882 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:53,560 : INFO : EPOCH 19 - PROGRESS: at 8.12% examples, 698256 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:54,574 : INFO : EPOCH 19 - PROGRESS: at 8.48% examples, 699017 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:55,584 : INFO : EPOCH 19 - PROGRESS: at 8.85% examples, 700520 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:56,591 : INFO : EPOCH 19 - PROGRESS: at 9.22% examples, 701435 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:57,594 : INFO : EPOCH 19 - PROGRESS: at 9.57% examples, 702704 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:58,599 : INFO : EPOCH 19 - PROGRESS: at 9.92% examples, 703686 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:51:59,603 : INFO : EPOCH 19 - PROGRESS: at 10.26% examples, 704790 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:00,631 : INFO : EPOCH 19 - PROGRESS: at 10.60% examples, 705226 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:01,635 : INFO : EPOCH 19 - PROGRESS: at 10.97% examples, 706318 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:02,637 : INFO : EPOCH 19 - PROGRESS: at 11.35% examples, 706835 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:03,639 : INFO : EPOCH 19 - PROGRESS: at 11.69% examples, 707602 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:04,644 : INFO : EPOCH 19 - PROGRESS: at 12.06% examples, 707866 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:05,651 : INFO : EPOCH 19 - PROGRESS: at 12.43% examples, 708353 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:06,656 : INFO : EPOCH 19 - PROGRESS: at 12.77% examples, 709170 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:07,657 : INFO : EPOCH 19 - PROGRESS: at 13.14% examples, 709760 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:08,668 : INFO : EPOCH 19 - PROGRESS: at 13.48% examples, 710150 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:09,670 : INFO : EPOCH 19 - PROGRESS: at 13.84% examples, 711098 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:10,679 : INFO : EPOCH 19 - PROGRESS: at 14.19% examples, 711261 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:11,687 : INFO : EPOCH 19 - PROGRESS: at 14.54% examples, 711923 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:12,704 : INFO : EPOCH 19 - PROGRESS: at 14.90% examples, 712242 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:13,706 : INFO : EPOCH 19 - PROGRESS: at 15.27% examples, 712886 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:14,713 : INFO : EPOCH 19 - PROGRESS: at 15.60% examples, 713241 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:15,714 : INFO : EPOCH 19 - PROGRESS: at 15.96% examples, 713578 words/s, in_qsize 7, out_qsize 1
2020-07-24 11:52:16,736 : INFO : EPOCH 19 - PROGRESS: at 16.34% examples, 713981 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:17,756 : INFO : EPOCH 19 - PROGRESS: at 16.69% examples, 714415 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:18,763 : INFO : EPOCH 19 - PROGRESS: at 17.06% examples, 715033 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:19,775 : INFO : EPOCH 19 - PROGRESS: at 17.39% examples, 715356 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:20,791 : INFO : EPOCH 19 - PROGRESS: at 17.73% examples, 715674 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:52:21,795 : INFO : EPOCH 19 - PROGRESS: at 18.08% examples, 715964 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:22,804 : INFO : EPOCH 19 - PROGRESS: at 18.46% examples, 716398 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:52:23,813 : INFO : EPOCH 19 - PROGRESS: at 18.82% examples, 716863 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:24,829 : INFO : EPOCH 19 - PROGRESS: at 19.18% examples, 717139 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:25,829 : INFO : EPOCH 19 - PROGRESS: at 19.52% examples, 717552 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:26,832 : INFO : EPOCH 19 - PROGRESS: at 19.88% examples, 717739 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:27,839 : INFO : EPOCH 19 - PROGRESS: at 20.22% examples, 717895 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:28,855 : INFO : EPOCH 19 - PROGRESS: at 20.59% examples, 718121 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:29,861 : INFO : EPOCH 19 - PROGRESS: at 20.96% examples, 718503 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:30,865 : INFO : EPOCH 19 - PROGRESS: at 21.31% examples, 718710 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:31,868 : INFO : EPOCH 19 - PROGRESS: at 21.68% examples, 719104 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:32,870 : INFO : EPOCH 19 - PROGRESS: at 22.03% examples, 719306 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:33,882 : INFO : EPOCH 19 - PROGRESS: at 22.37% examples, 719474 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:34,890 : INFO : EPOCH 19 - PROGRESS: at 22.76% examples, 719544 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:35,903 : INFO : EPOCH 19 - PROGRESS: at 23.12% examples, 719744 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:36,904 : INFO : EPOCH 19 - PROGRESS: at 23.47% examples, 719927 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:37,910 : INFO : EPOCH 19 - PROGRESS: at 23.85% examples, 720080 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:38,911 : INFO : EPOCH 19 - PROGRESS: at 24.22% examples, 719996 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:39,918 : INFO : EPOCH 19 - PROGRESS: at 24.58% examples, 720145 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:40,921 : INFO : EPOCH 19 - PROGRESS: at 24.94% examples, 720343 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:41,926 : INFO : EPOCH 19 - PROGRESS: at 25.32% examples, 720497 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:42,927 : INFO : EPOCH 19 - PROGRESS: at 25.67% examples, 720524 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:43,927 : INFO : EPOCH 19 - PROGRESS: at 26.02% examples, 720621 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:44,933 : INFO : EPOCH 19 - PROGRESS: at 26.39% examples, 720775 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:45,941 : INFO : EPOCH 19 - PROGRESS: at 26.75% examples, 721027 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:46,943 : INFO : EPOCH 19 - PROGRESS: at 27.11% examples, 721115 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:47,945 : INFO : EPOCH 19 - PROGRESS: at 27.48% examples, 721273 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:48,946 : INFO : EPOCH 19 - PROGRESS: at 27.83% examples, 721295 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:49,948 : INFO : EPOCH 19 - PROGRESS: at 28.21% examples, 721293 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:50,950 : INFO : EPOCH 19 - PROGRESS: at 28.58% examples, 721532 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:51,958 : INFO : EPOCH 19 - PROGRESS: at 28.95% examples, 721519 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:52,961 : INFO : EPOCH 19 - PROGRESS: at 29.29% examples, 721587 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:53,972 : INFO : EPOCH 19 - PROGRESS: at 29.67% examples, 721864 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:54,983 : INFO : EPOCH 19 - PROGRESS: at 30.04% examples, 721851 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:55,990 : INFO : EPOCH 19 - PROGRESS: at 30.39% examples, 721987 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:57,001 : INFO : EPOCH 19 - PROGRESS: at 30.78% examples, 722215 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:52:58,004 : INFO : EPOCH 19 - PROGRESS: at 31.13% examples, 722264 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:52:59,019 : INFO : EPOCH 19 - PROGRESS: at 31.49% examples, 722119 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:00,019 : INFO : EPOCH 19 - PROGRESS: at 31.86% examples, 722160 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:01,023 : INFO : EPOCH 19 - PROGRESS: at 32.21% examples, 722351 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:02,026 : INFO : EPOCH 19 - PROGRESS: at 32.58% examples, 722393 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:03,030 : INFO : EPOCH 19 - PROGRESS: at 32.93% examples, 722501 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:04,031 : INFO : EPOCH 19 - PROGRESS: at 33.29% examples, 722725 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:05,033 : INFO : EPOCH 19 - PROGRESS: at 33.65% examples, 722732 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:53:06,052 : INFO : EPOCH 19 - PROGRESS: at 34.02% examples, 722705 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:07,065 : INFO : EPOCH 19 - PROGRESS: at 34.38% examples, 722783 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:08,071 : INFO : EPOCH 19 - PROGRESS: at 34.74% examples, 722836 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:09,082 : INFO : EPOCH 19 - PROGRESS: at 35.12% examples, 722926 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:10,097 : INFO : EPOCH 19 - PROGRESS: at 35.48% examples, 722947 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:11,105 : INFO : EPOCH 19 - PROGRESS: at 35.85% examples, 722971 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:12,105 : INFO : EPOCH 19 - PROGRESS: at 36.20% examples, 722929 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:53:13,116 : INFO : EPOCH 19 - PROGRESS: at 36.54% examples, 723049 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:14,119 : INFO : EPOCH 19 - PROGRESS: at 36.88% examples, 723199 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:53:15,125 : INFO : EPOCH 19 - PROGRESS: at 37.23% examples, 723350 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:16,130 : INFO : EPOCH 19 - PROGRESS: at 37.57% examples, 723480 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:17,136 : INFO : EPOCH 19 - PROGRESS: at 37.92% examples, 723597 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:18,155 : INFO : EPOCH 19 - PROGRESS: at 38.29% examples, 723658 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:53:19,177 : INFO : EPOCH 19 - PROGRESS: at 38.67% examples, 723722 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:20,189 : INFO : EPOCH 19 - PROGRESS: at 39.07% examples, 723832 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:21,196 : INFO : EPOCH 19 - PROGRESS: at 39.40% examples, 723916 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:22,203 : INFO : EPOCH 19 - PROGRESS: at 39.76% examples, 723976 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:23,203 : INFO : EPOCH 19 - PROGRESS: at 40.16% examples, 724066 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:24,219 : INFO : EPOCH 19 - PROGRESS: at 40.51% examples, 723995 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:25,222 : INFO : EPOCH 19 - PROGRESS: at 40.88% examples, 724230 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:26,223 : INFO : EPOCH 19 - PROGRESS: at 41.24% examples, 724255 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:27,230 : INFO : EPOCH 19 - PROGRESS: at 41.58% examples, 724363 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:28,232 : INFO : EPOCH 19 - PROGRESS: at 41.96% examples, 724503 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:29,237 : INFO : EPOCH 19 - PROGRESS: at 42.32% examples, 724467 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:30,253 : INFO : EPOCH 19 - PROGRESS: at 42.67% examples, 724510 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:31,253 : INFO : EPOCH 19 - PROGRESS: at 43.02% examples, 724703 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:32,278 : INFO : EPOCH 19 - PROGRESS: at 43.36% examples, 724625 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:33,281 : INFO : EPOCH 19 - PROGRESS: at 43.73% examples, 724678 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:34,282 : INFO : EPOCH 19 - PROGRESS: at 44.10% examples, 724828 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:35,283 : INFO : EPOCH 19 - PROGRESS: at 44.46% examples, 724950 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:53:36,287 : INFO : EPOCH 19 - PROGRESS: at 44.81% examples, 724954 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:37,290 : INFO : EPOCH 19 - PROGRESS: at 45.15% examples, 725033 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:38,296 : INFO : EPOCH 19 - PROGRESS: at 45.51% examples, 725102 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:39,300 : INFO : EPOCH 19 - PROGRESS: at 45.86% examples, 725168 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:40,325 : INFO : EPOCH 19 - PROGRESS: at 46.23% examples, 725160 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:41,339 : INFO : EPOCH 19 - PROGRESS: at 46.57% examples, 725310 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:42,341 : INFO : EPOCH 19 - PROGRESS: at 46.94% examples, 725376 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:43,348 : INFO : EPOCH 19 - PROGRESS: at 47.31% examples, 725405 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:44,357 : INFO : EPOCH 19 - PROGRESS: at 47.67% examples, 725447 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:45,380 : INFO : EPOCH 19 - PROGRESS: at 48.07% examples, 725437 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:46,381 : INFO : EPOCH 19 - PROGRESS: at 48.43% examples, 725473 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:47,390 : INFO : EPOCH 19 - PROGRESS: at 48.77% examples, 725510 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:48,397 : INFO : EPOCH 19 - PROGRESS: at 49.10% examples, 725587 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:53:49,400 : INFO : EPOCH 19 - PROGRESS: at 49.45% examples, 725681 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:50,418 : INFO : EPOCH 19 - PROGRESS: at 49.80% examples, 725712 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:51,422 : INFO : EPOCH 19 - PROGRESS: at 50.14% examples, 725828 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:52,422 : INFO : EPOCH 19 - PROGRESS: at 50.49% examples, 725866 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:53,427 : INFO : EPOCH 19 - PROGRESS: at 50.86% examples, 725843 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:54,437 : INFO : EPOCH 19 - PROGRESS: at 51.22% examples, 725902 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:55,448 : INFO : EPOCH 19 - PROGRESS: at 51.55% examples, 725962 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:56,463 : INFO : EPOCH 19 - PROGRESS: at 51.91% examples, 725952 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:57,466 : INFO : EPOCH 19 - PROGRESS: at 52.24% examples, 725982 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:58,498 : INFO : EPOCH 19 - PROGRESS: at 52.60% examples, 726029 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:53:59,501 : INFO : EPOCH 19 - PROGRESS: at 52.97% examples, 726062 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:00,506 : INFO : EPOCH 19 - PROGRESS: at 53.35% examples, 726068 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:01,507 : INFO : EPOCH 19 - PROGRESS: at 53.68% examples, 726101 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:02,513 : INFO : EPOCH 19 - PROGRESS: at 54.02% examples, 726131 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:03,517 : INFO : EPOCH 19 - PROGRESS: at 54.36% examples, 726112 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:04,532 : INFO : EPOCH 19 - PROGRESS: at 54.72% examples, 726113 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:05,546 : INFO : EPOCH 19 - PROGRESS: at 55.06% examples, 726177 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:06,546 : INFO : EPOCH 19 - PROGRESS: at 55.42% examples, 726235 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:07,557 : INFO : EPOCH 19 - PROGRESS: at 55.77% examples, 726221 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:08,576 : INFO : EPOCH 19 - PROGRESS: at 56.14% examples, 726219 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:09,585 : INFO : EPOCH 19 - PROGRESS: at 56.50% examples, 726222 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:10,585 : INFO : EPOCH 19 - PROGRESS: at 56.87% examples, 726221 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:11,598 : INFO : EPOCH 19 - PROGRESS: at 57.22% examples, 726202 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:12,603 : INFO : EPOCH 19 - PROGRESS: at 57.56% examples, 726275 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:13,609 : INFO : EPOCH 19 - PROGRESS: at 57.94% examples, 726283 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:14,617 : INFO : EPOCH 19 - PROGRESS: at 58.30% examples, 726214 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:15,624 : INFO : EPOCH 19 - PROGRESS: at 58.65% examples, 726256 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:16,629 : INFO : EPOCH 19 - PROGRESS: at 59.00% examples, 726254 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:17,635 : INFO : EPOCH 19 - PROGRESS: at 59.37% examples, 726251 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:18,638 : INFO : EPOCH 19 - PROGRESS: at 59.75% examples, 726256 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:19,643 : INFO : EPOCH 19 - PROGRESS: at 60.09% examples, 726098 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:20,652 : INFO : EPOCH 19 - PROGRESS: at 60.43% examples, 725942 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:21,656 : INFO : EPOCH 19 - PROGRESS: at 60.77% examples, 725799 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:22,661 : INFO : EPOCH 19 - PROGRESS: at 61.10% examples, 725423 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:23,694 : INFO : EPOCH 19 - PROGRESS: at 61.39% examples, 724646 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:24,703 : INFO : EPOCH 19 - PROGRESS: at 61.75% examples, 724626 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:25,711 : INFO : EPOCH 19 - PROGRESS: at 62.11% examples, 724641 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:54:26,714 : INFO : EPOCH 19 - PROGRESS: at 62.46% examples, 724668 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:27,718 : INFO : EPOCH 19 - PROGRESS: at 62.81% examples, 724787 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:28,722 : INFO : EPOCH 19 - PROGRESS: at 63.19% examples, 724829 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:29,727 : INFO : EPOCH 19 - PROGRESS: at 63.56% examples, 724846 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:30,728 : INFO : EPOCH 19 - PROGRESS: at 63.90% examples, 724906 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:31,735 : INFO : EPOCH 19 - PROGRESS: at 64.25% examples, 724942 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:32,748 : INFO : EPOCH 19 - PROGRESS: at 64.58% examples, 724989 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:54:33,752 : INFO : EPOCH 19 - PROGRESS: at 64.93% examples, 725057 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:34,773 : INFO : EPOCH 19 - PROGRESS: at 65.30% examples, 725071 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:35,775 : INFO : EPOCH 19 - PROGRESS: at 65.64% examples, 725131 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:54:36,787 : INFO : EPOCH 19 - PROGRESS: at 65.98% examples, 725122 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:37,797 : INFO : EPOCH 19 - PROGRESS: at 66.33% examples, 725154 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:38,798 : INFO : EPOCH 19 - PROGRESS: at 66.69% examples, 725219 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:39,806 : INFO : EPOCH 19 - PROGRESS: at 67.06% examples, 725262 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:40,817 : INFO : EPOCH 19 - PROGRESS: at 67.41% examples, 725302 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:41,824 : INFO : EPOCH 19 - PROGRESS: at 67.77% examples, 725307 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:42,842 : INFO : EPOCH 19 - PROGRESS: at 68.11% examples, 725299 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:43,843 : INFO : EPOCH 19 - PROGRESS: at 68.45% examples, 725362 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:44,845 : INFO : EPOCH 19 - PROGRESS: at 68.82% examples, 725470 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:45,847 : INFO : EPOCH 19 - PROGRESS: at 69.15% examples, 725476 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:54:46,865 : INFO : EPOCH 19 - PROGRESS: at 69.51% examples, 725502 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:47,884 : INFO : EPOCH 19 - PROGRESS: at 69.88% examples, 725507 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:48,890 : INFO : EPOCH 19 - PROGRESS: at 70.26% examples, 725498 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:49,895 : INFO : EPOCH 19 - PROGRESS: at 70.60% examples, 725515 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:50,897 : INFO : EPOCH 19 - PROGRESS: at 70.97% examples, 725560 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:51,904 : INFO : EPOCH 19 - PROGRESS: at 71.34% examples, 725568 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:52,915 : INFO : EPOCH 19 - PROGRESS: at 71.69% examples, 725551 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:53,924 : INFO : EPOCH 19 - PROGRESS: at 72.04% examples, 725588 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:54,937 : INFO : EPOCH 19 - PROGRESS: at 72.38% examples, 725584 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:54:55,941 : INFO : EPOCH 19 - PROGRESS: at 72.73% examples, 725635 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:56,944 : INFO : EPOCH 19 - PROGRESS: at 73.06% examples, 725624 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:57,948 : INFO : EPOCH 19 - PROGRESS: at 73.41% examples, 725665 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:58,966 : INFO : EPOCH 19 - PROGRESS: at 73.77% examples, 725751 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:54:59,966 : INFO : EPOCH 19 - PROGRESS: at 74.13% examples, 725785 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:00,968 : INFO : EPOCH 19 - PROGRESS: at 74.51% examples, 725789 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:01,995 : INFO : EPOCH 19 - PROGRESS: at 74.86% examples, 725803 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:02,998 : INFO : EPOCH 19 - PROGRESS: at 75.22% examples, 725861 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:04,019 : INFO : EPOCH 19 - PROGRESS: at 75.61% examples, 725809 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:05,023 : INFO : EPOCH 19 - PROGRESS: at 75.95% examples, 725895 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:06,027 : INFO : EPOCH 19 - PROGRESS: at 76.30% examples, 725915 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:07,038 : INFO : EPOCH 19 - PROGRESS: at 76.64% examples, 725942 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:08,041 : INFO : EPOCH 19 - PROGRESS: at 76.99% examples, 726021 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:09,044 : INFO : EPOCH 19 - PROGRESS: at 77.36% examples, 726009 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:10,058 : INFO : EPOCH 19 - PROGRESS: at 77.69% examples, 726014 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:11,078 : INFO : EPOCH 19 - PROGRESS: at 78.04% examples, 726049 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:12,086 : INFO : EPOCH 19 - PROGRESS: at 78.40% examples, 726111 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:13,098 : INFO : EPOCH 19 - PROGRESS: at 78.72% examples, 726161 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:14,101 : INFO : EPOCH 19 - PROGRESS: at 79.07% examples, 726243 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:15,106 : INFO : EPOCH 19 - PROGRESS: at 79.44% examples, 726288 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:16,128 : INFO : EPOCH 19 - PROGRESS: at 79.82% examples, 726317 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:17,139 : INFO : EPOCH 19 - PROGRESS: at 80.18% examples, 726357 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:18,140 : INFO : EPOCH 19 - PROGRESS: at 80.51% examples, 726387 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:19,144 : INFO : EPOCH 19 - PROGRESS: at 80.85% examples, 726465 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:20,146 : INFO : EPOCH 19 - PROGRESS: at 81.21% examples, 726523 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:21,149 : INFO : EPOCH 19 - PROGRESS: at 81.53% examples, 726545 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:22,155 : INFO : EPOCH 19 - PROGRESS: at 81.91% examples, 726579 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:55:23,170 : INFO : EPOCH 19 - PROGRESS: at 82.28% examples, 726595 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:55:24,170 : INFO : EPOCH 19 - PROGRESS: at 82.63% examples, 726599 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:25,174 : INFO : EPOCH 19 - PROGRESS: at 82.99% examples, 726635 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:26,177 : INFO : EPOCH 19 - PROGRESS: at 83.32% examples, 726612 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:27,188 : INFO : EPOCH 19 - PROGRESS: at 83.69% examples, 726605 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:28,192 : INFO : EPOCH 19 - PROGRESS: at 84.06% examples, 726637 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:29,204 : INFO : EPOCH 19 - PROGRESS: at 84.39% examples, 726650 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:55:30,217 : INFO : EPOCH 19 - PROGRESS: at 84.75% examples, 726676 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:31,222 : INFO : EPOCH 19 - PROGRESS: at 85.11% examples, 726722 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:55:32,222 : INFO : EPOCH 19 - PROGRESS: at 85.45% examples, 726726 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:33,237 : INFO : EPOCH 19 - PROGRESS: at 85.78% examples, 726745 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:34,238 : INFO : EPOCH 19 - PROGRESS: at 86.14% examples, 726775 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:35,239 : INFO : EPOCH 19 - PROGRESS: at 86.50% examples, 726768 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:36,241 : INFO : EPOCH 19 - PROGRESS: at 86.85% examples, 726791 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:37,243 : INFO : EPOCH 19 - PROGRESS: at 87.18% examples, 726845 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:38,244 : INFO : EPOCH 19 - PROGRESS: at 87.53% examples, 726791 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:39,253 : INFO : EPOCH 19 - PROGRESS: at 87.89% examples, 726823 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:40,257 : INFO : EPOCH 19 - PROGRESS: at 88.28% examples, 726840 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:41,270 : INFO : EPOCH 19 - PROGRESS: at 88.65% examples, 726880 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:42,275 : INFO : EPOCH 19 - PROGRESS: at 88.99% examples, 726898 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:43,277 : INFO : EPOCH 19 - PROGRESS: at 89.37% examples, 726861 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:44,295 : INFO : EPOCH 19 - PROGRESS: at 89.75% examples, 726835 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:55:45,303 : INFO : EPOCH 19 - PROGRESS: at 90.12% examples, 726840 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:46,306 : INFO : EPOCH 19 - PROGRESS: at 90.46% examples, 726886 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:47,313 : INFO : EPOCH 19 - PROGRESS: at 90.80% examples, 726900 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:48,315 : INFO : EPOCH 19 - PROGRESS: at 91.16% examples, 726949 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:49,320 : INFO : EPOCH 19 - PROGRESS: at 91.55% examples, 726954 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:50,322 : INFO : EPOCH 19 - PROGRESS: at 91.90% examples, 726976 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:51,324 : INFO : EPOCH 19 - PROGRESS: at 92.26% examples, 727000 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:52,327 : INFO : EPOCH 19 - PROGRESS: at 92.59% examples, 727050 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:53,336 : INFO : EPOCH 19 - PROGRESS: at 92.93% examples, 727080 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:54,345 : INFO : EPOCH 19 - PROGRESS: at 93.28% examples, 727066 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:55,353 : INFO : EPOCH 19 - PROGRESS: at 93.62% examples, 727115 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:56,369 : INFO : EPOCH 19 - PROGRESS: at 93.98% examples, 727089 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:57,391 : INFO : EPOCH 19 - PROGRESS: at 94.33% examples, 727122 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:58,394 : INFO : EPOCH 19 - PROGRESS: at 94.67% examples, 727161 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:55:59,412 : INFO : EPOCH 19 - PROGRESS: at 95.04% examples, 727179 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:00,417 : INFO : EPOCH 19 - PROGRESS: at 95.40% examples, 727209 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:01,423 : INFO : EPOCH 19 - PROGRESS: at 95.75% examples, 727211 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:02,433 : INFO : EPOCH 19 - PROGRESS: at 96.11% examples, 727247 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:03,436 : INFO : EPOCH 19 - PROGRESS: at 96.45% examples, 727316 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:04,445 : INFO : EPOCH 19 - PROGRESS: at 96.79% examples, 727327 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:05,448 : INFO : EPOCH 19 - PROGRESS: at 97.15% examples, 727326 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:56:06,453 : INFO : EPOCH 19 - PROGRESS: at 97.49% examples, 727345 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:07,454 : INFO : EPOCH 19 - PROGRESS: at 97.84% examples, 727426 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:08,474 : INFO : EPOCH 19 - PROGRESS: at 98.22% examples, 727379 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:09,481 : INFO : EPOCH 19 - PROGRESS: at 98.56% examples, 727419 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:10,490 : INFO : EPOCH 19 - PROGRESS: at 98.91% examples, 727437 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:11,516 : INFO : EPOCH 19 - PROGRESS: at 99.28% examples, 727465 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:12,518 : INFO : EPOCH 19 - PROGRESS: at 99.65% examples, 727478 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:13,445 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 11:56:13,451 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 11:56:13,456 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 11:56:13,457 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 11:56:13,457 : INFO : EPOCH - 19 : training on 265921901 raw words (206696941 effective words) took 284.1s, 727511 effective words/s
2020-07-24 11:56:14,480 : INFO : EPOCH 20 - PROGRESS: at 0.36% examples, 701958 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:15,482 : INFO : EPOCH 20 - PROGRESS: at 0.70% examples, 721027 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:16,486 : INFO : EPOCH 20 - PROGRESS: at 1.06% examples, 722029 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:17,493 : INFO : EPOCH 20 - PROGRESS: at 1.41% examples, 723722 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:18,494 : INFO : EPOCH 20 - PROGRESS: at 1.76% examples, 727142 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:19,515 : INFO : EPOCH 20 - PROGRESS: at 2.12% examples, 725782 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:20,529 : INFO : EPOCH 20 - PROGRESS: at 2.48% examples, 725971 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:21,551 : INFO : EPOCH 20 - PROGRESS: at 2.86% examples, 726468 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:22,560 : INFO : EPOCH 20 - PROGRESS: at 3.23% examples, 728051 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:23,561 : INFO : EPOCH 20 - PROGRESS: at 3.56% examples, 728269 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:24,569 : INFO : EPOCH 20 - PROGRESS: at 3.93% examples, 728935 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:25,591 : INFO : EPOCH 20 - PROGRESS: at 4.26% examples, 728558 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:26,600 : INFO : EPOCH 20 - PROGRESS: at 4.61% examples, 728589 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:27,607 : INFO : EPOCH 20 - PROGRESS: at 4.97% examples, 729205 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:28,608 : INFO : EPOCH 20 - PROGRESS: at 5.33% examples, 729265 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:29,629 : INFO : EPOCH 20 - PROGRESS: at 5.67% examples, 728738 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:30,641 : INFO : EPOCH 20 - PROGRESS: at 6.04% examples, 728082 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:56:31,657 : INFO : EPOCH 20 - PROGRESS: at 6.42% examples, 728145 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:32,667 : INFO : EPOCH 20 - PROGRESS: at 6.75% examples, 728602 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:33,671 : INFO : EPOCH 20 - PROGRESS: at 7.09% examples, 729193 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:56:34,683 : INFO : EPOCH 20 - PROGRESS: at 7.44% examples, 728979 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:35,686 : INFO : EPOCH 20 - PROGRESS: at 7.78% examples, 729614 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:36,689 : INFO : EPOCH 20 - PROGRESS: at 8.14% examples, 729605 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:37,689 : INFO : EPOCH 20 - PROGRESS: at 8.50% examples, 729746 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:38,696 : INFO : EPOCH 20 - PROGRESS: at 8.86% examples, 729500 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:39,698 : INFO : EPOCH 20 - PROGRESS: at 9.24% examples, 729413 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:40,708 : INFO : EPOCH 20 - PROGRESS: at 9.58% examples, 729210 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:41,714 : INFO : EPOCH 20 - PROGRESS: at 9.93% examples, 729505 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:42,721 : INFO : EPOCH 20 - PROGRESS: at 10.26% examples, 729029 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:43,736 : INFO : EPOCH 20 - PROGRESS: at 10.61% examples, 729192 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:44,745 : INFO : EPOCH 20 - PROGRESS: at 10.98% examples, 729226 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:45,747 : INFO : EPOCH 20 - PROGRESS: at 11.35% examples, 729081 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:46,758 : INFO : EPOCH 20 - PROGRESS: at 11.69% examples, 728950 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:47,768 : INFO : EPOCH 20 - PROGRESS: at 12.07% examples, 729145 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:48,778 : INFO : EPOCH 20 - PROGRESS: at 12.45% examples, 729155 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:49,783 : INFO : EPOCH 20 - PROGRESS: at 12.78% examples, 729252 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:50,785 : INFO : EPOCH 20 - PROGRESS: at 13.15% examples, 729246 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:51,799 : INFO : EPOCH 20 - PROGRESS: at 13.50% examples, 729255 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:56:52,809 : INFO : EPOCH 20 - PROGRESS: at 13.85% examples, 729424 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:53,829 : INFO : EPOCH 20 - PROGRESS: at 14.21% examples, 729249 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:56:54,837 : INFO : EPOCH 20 - PROGRESS: at 14.55% examples, 729571 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:55,856 : INFO : EPOCH 20 - PROGRESS: at 14.92% examples, 729572 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:56,858 : INFO : EPOCH 20 - PROGRESS: at 15.28% examples, 729567 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:57,862 : INFO : EPOCH 20 - PROGRESS: at 15.63% examples, 729892 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:58,862 : INFO : EPOCH 20 - PROGRESS: at 15.98% examples, 729717 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:56:59,877 : INFO : EPOCH 20 - PROGRESS: at 16.34% examples, 729104 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:00,889 : INFO : EPOCH 20 - PROGRESS: at 16.68% examples, 728582 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:01,895 : INFO : EPOCH 20 - PROGRESS: at 17.02% examples, 728061 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:02,895 : INFO : EPOCH 20 - PROGRESS: at 17.30% examples, 726045 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:03,895 : INFO : EPOCH 20 - PROGRESS: at 17.59% examples, 724113 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:04,905 : INFO : EPOCH 20 - PROGRESS: at 17.95% examples, 724243 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:05,911 : INFO : EPOCH 20 - PROGRESS: at 18.31% examples, 724410 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:06,916 : INFO : EPOCH 20 - PROGRESS: at 18.67% examples, 724587 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:07,926 : INFO : EPOCH 20 - PROGRESS: at 19.04% examples, 724705 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:57:08,931 : INFO : EPOCH 20 - PROGRESS: at 19.37% examples, 724747 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:57:09,944 : INFO : EPOCH 20 - PROGRESS: at 19.72% examples, 725058 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:10,947 : INFO : EPOCH 20 - PROGRESS: at 20.07% examples, 725048 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:57:11,959 : INFO : EPOCH 20 - PROGRESS: at 20.44% examples, 725276 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:12,964 : INFO : EPOCH 20 - PROGRESS: at 20.81% examples, 725444 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:13,965 : INFO : EPOCH 20 - PROGRESS: at 21.17% examples, 725631 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:14,974 : INFO : EPOCH 20 - PROGRESS: at 21.53% examples, 725780 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:15,978 : INFO : EPOCH 20 - PROGRESS: at 21.88% examples, 726033 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:16,980 : INFO : EPOCH 20 - PROGRESS: at 22.24% examples, 726027 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:17,999 : INFO : EPOCH 20 - PROGRESS: at 22.62% examples, 726105 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:19,019 : INFO : EPOCH 20 - PROGRESS: at 22.98% examples, 726141 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:20,025 : INFO : EPOCH 20 - PROGRESS: at 23.33% examples, 726373 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:21,028 : INFO : EPOCH 20 - PROGRESS: at 23.70% examples, 726396 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:22,037 : INFO : EPOCH 20 - PROGRESS: at 24.08% examples, 726385 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:23,038 : INFO : EPOCH 20 - PROGRESS: at 24.46% examples, 726458 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:24,047 : INFO : EPOCH 20 - PROGRESS: at 24.81% examples, 726445 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:25,052 : INFO : EPOCH 20 - PROGRESS: at 25.18% examples, 726608 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:26,056 : INFO : EPOCH 20 - PROGRESS: at 25.53% examples, 726518 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:27,063 : INFO : EPOCH 20 - PROGRESS: at 25.89% examples, 726659 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:28,067 : INFO : EPOCH 20 - PROGRESS: at 26.26% examples, 726679 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:57:29,073 : INFO : EPOCH 20 - PROGRESS: at 26.60% examples, 726673 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:30,088 : INFO : EPOCH 20 - PROGRESS: at 26.98% examples, 726652 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:57:31,094 : INFO : EPOCH 20 - PROGRESS: at 27.34% examples, 726588 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:32,098 : INFO : EPOCH 20 - PROGRESS: at 27.70% examples, 726773 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:33,110 : INFO : EPOCH 20 - PROGRESS: at 28.07% examples, 726711 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:34,124 : INFO : EPOCH 20 - PROGRESS: at 28.45% examples, 726680 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:35,133 : INFO : EPOCH 20 - PROGRESS: at 28.82% examples, 726733 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:36,136 : INFO : EPOCH 20 - PROGRESS: at 29.17% examples, 726915 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:37,145 : INFO : EPOCH 20 - PROGRESS: at 29.54% examples, 727049 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:38,147 : INFO : EPOCH 20 - PROGRESS: at 29.91% examples, 726926 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:39,154 : INFO : EPOCH 20 - PROGRESS: at 30.28% examples, 727058 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:40,162 : INFO : EPOCH 20 - PROGRESS: at 30.65% examples, 727247 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:41,166 : INFO : EPOCH 20 - PROGRESS: at 31.00% examples, 727272 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:42,185 : INFO : EPOCH 20 - PROGRESS: at 31.38% examples, 727262 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:43,211 : INFO : EPOCH 20 - PROGRESS: at 31.76% examples, 727171 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:44,222 : INFO : EPOCH 20 - PROGRESS: at 32.11% examples, 727297 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:45,231 : INFO : EPOCH 20 - PROGRESS: at 32.48% examples, 727350 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:57:46,244 : INFO : EPOCH 20 - PROGRESS: at 32.84% examples, 727413 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:47,247 : INFO : EPOCH 20 - PROGRESS: at 33.20% examples, 727472 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:48,251 : INFO : EPOCH 20 - PROGRESS: at 33.55% examples, 727480 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:49,256 : INFO : EPOCH 20 - PROGRESS: at 33.91% examples, 727556 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:50,270 : INFO : EPOCH 20 - PROGRESS: at 34.27% examples, 727458 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:51,288 : INFO : EPOCH 20 - PROGRESS: at 34.65% examples, 727472 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:52,303 : INFO : EPOCH 20 - PROGRESS: at 35.02% examples, 727435 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:53,315 : INFO : EPOCH 20 - PROGRESS: at 35.39% examples, 727495 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:54,315 : INFO : EPOCH 20 - PROGRESS: at 35.76% examples, 727529 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:55,324 : INFO : EPOCH 20 - PROGRESS: at 36.12% examples, 727545 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:56,336 : INFO : EPOCH 20 - PROGRESS: at 36.46% examples, 727580 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:57,338 : INFO : EPOCH 20 - PROGRESS: at 36.80% examples, 727676 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:57:58,346 : INFO : EPOCH 20 - PROGRESS: at 37.14% examples, 727711 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:57:59,347 : INFO : EPOCH 20 - PROGRESS: at 37.48% examples, 727826 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:00,354 : INFO : EPOCH 20 - PROGRESS: at 37.83% examples, 727881 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:01,358 : INFO : EPOCH 20 - PROGRESS: at 38.19% examples, 727922 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:02,378 : INFO : EPOCH 20 - PROGRESS: at 38.57% examples, 727819 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:03,383 : INFO : EPOCH 20 - PROGRESS: at 38.96% examples, 727958 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:04,384 : INFO : EPOCH 20 - PROGRESS: at 39.29% examples, 727908 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:05,387 : INFO : EPOCH 20 - PROGRESS: at 39.66% examples, 727909 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:58:06,388 : INFO : EPOCH 20 - PROGRESS: at 40.03% examples, 727966 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:07,390 : INFO : EPOCH 20 - PROGRESS: at 40.40% examples, 727941 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:08,396 : INFO : EPOCH 20 - PROGRESS: at 40.76% examples, 728069 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:09,402 : INFO : EPOCH 20 - PROGRESS: at 41.13% examples, 728116 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:10,412 : INFO : EPOCH 20 - PROGRESS: at 41.48% examples, 728191 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:11,432 : INFO : EPOCH 20 - PROGRESS: at 41.85% examples, 728133 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:12,437 : INFO : EPOCH 20 - PROGRESS: at 42.21% examples, 728268 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:13,441 : INFO : EPOCH 20 - PROGRESS: at 42.57% examples, 728204 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:14,445 : INFO : EPOCH 20 - PROGRESS: at 42.89% examples, 728286 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:15,446 : INFO : EPOCH 20 - PROGRESS: at 43.25% examples, 728329 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:16,455 : INFO : EPOCH 20 - PROGRESS: at 43.62% examples, 728376 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:17,459 : INFO : EPOCH 20 - PROGRESS: at 43.98% examples, 728376 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:18,462 : INFO : EPOCH 20 - PROGRESS: at 44.35% examples, 728357 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:19,465 : INFO : EPOCH 20 - PROGRESS: at 44.70% examples, 728420 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:20,473 : INFO : EPOCH 20 - PROGRESS: at 45.03% examples, 728408 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:58:21,475 : INFO : EPOCH 20 - PROGRESS: at 45.39% examples, 728404 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:22,475 : INFO : EPOCH 20 - PROGRESS: at 45.74% examples, 728518 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:23,499 : INFO : EPOCH 20 - PROGRESS: at 46.10% examples, 728459 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:24,515 : INFO : EPOCH 20 - PROGRESS: at 46.45% examples, 728568 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:58:25,527 : INFO : EPOCH 20 - PROGRESS: at 46.82% examples, 728496 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:26,537 : INFO : EPOCH 20 - PROGRESS: at 47.17% examples, 728527 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:27,537 : INFO : EPOCH 20 - PROGRESS: at 47.56% examples, 728623 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:28,556 : INFO : EPOCH 20 - PROGRESS: at 47.94% examples, 728582 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:29,558 : INFO : EPOCH 20 - PROGRESS: at 48.31% examples, 728562 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:30,563 : INFO : EPOCH 20 - PROGRESS: at 48.66% examples, 728525 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:31,567 : INFO : EPOCH 20 - PROGRESS: at 48.99% examples, 728643 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:32,587 : INFO : EPOCH 20 - PROGRESS: at 49.31% examples, 728629 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:33,591 : INFO : EPOCH 20 - PROGRESS: at 49.67% examples, 728645 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:34,591 : INFO : EPOCH 20 - PROGRESS: at 50.02% examples, 728701 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:35,592 : INFO : EPOCH 20 - PROGRESS: at 50.36% examples, 728774 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:58:36,595 : INFO : EPOCH 20 - PROGRESS: at 50.73% examples, 728757 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:37,613 : INFO : EPOCH 20 - PROGRESS: at 51.08% examples, 728721 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:38,640 : INFO : EPOCH 20 - PROGRESS: at 51.43% examples, 728759 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:39,646 : INFO : EPOCH 20 - PROGRESS: at 51.79% examples, 728838 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:40,654 : INFO : EPOCH 20 - PROGRESS: at 52.14% examples, 728861 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:41,677 : INFO : EPOCH 20 - PROGRESS: at 52.49% examples, 728821 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:58:42,679 : INFO : EPOCH 20 - PROGRESS: at 52.85% examples, 728833 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:43,697 : INFO : EPOCH 20 - PROGRESS: at 53.20% examples, 728835 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:44,707 : INFO : EPOCH 20 - PROGRESS: at 53.57% examples, 728856 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:45,712 : INFO : EPOCH 20 - PROGRESS: at 53.89% examples, 728898 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:46,720 : INFO : EPOCH 20 - PROGRESS: at 54.24% examples, 728957 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:47,738 : INFO : EPOCH 20 - PROGRESS: at 54.61% examples, 728865 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:48,743 : INFO : EPOCH 20 - PROGRESS: at 54.96% examples, 728894 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:49,744 : INFO : EPOCH 20 - PROGRESS: at 55.30% examples, 728913 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:50,752 : INFO : EPOCH 20 - PROGRESS: at 55.66% examples, 728936 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:51,754 : INFO : EPOCH 20 - PROGRESS: at 56.02% examples, 728964 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:52,763 : INFO : EPOCH 20 - PROGRESS: at 56.38% examples, 728920 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:53,772 : INFO : EPOCH 20 - PROGRESS: at 56.74% examples, 729003 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:54,776 : INFO : EPOCH 20 - PROGRESS: at 57.11% examples, 728988 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:55,781 : INFO : EPOCH 20 - PROGRESS: at 57.46% examples, 729018 words/s, in_qsize 6, out_qsize 1
2020-07-24 11:58:56,790 : INFO : EPOCH 20 - PROGRESS: at 57.82% examples, 729026 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:57,798 : INFO : EPOCH 20 - PROGRESS: at 58.19% examples, 728955 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:58,807 : INFO : EPOCH 20 - PROGRESS: at 58.55% examples, 728973 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:58:59,812 : INFO : EPOCH 20 - PROGRESS: at 58.88% examples, 729028 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:00,815 : INFO : EPOCH 20 - PROGRESS: at 59.24% examples, 729018 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:01,816 : INFO : EPOCH 20 - PROGRESS: at 59.63% examples, 728958 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:02,819 : INFO : EPOCH 20 - PROGRESS: at 60.00% examples, 728932 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:03,832 : INFO : EPOCH 20 - PROGRESS: at 60.35% examples, 729001 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:04,836 : INFO : EPOCH 20 - PROGRESS: at 60.70% examples, 729033 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:05,837 : INFO : EPOCH 20 - PROGRESS: at 61.08% examples, 729101 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:06,842 : INFO : EPOCH 20 - PROGRESS: at 61.43% examples, 729071 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:07,845 : INFO : EPOCH 20 - PROGRESS: at 61.77% examples, 729049 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:08,850 : INFO : EPOCH 20 - PROGRESS: at 62.14% examples, 729063 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:09,863 : INFO : EPOCH 20 - PROGRESS: at 62.50% examples, 729069 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:10,870 : INFO : EPOCH 20 - PROGRESS: at 62.85% examples, 729115 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:11,870 : INFO : EPOCH 20 - PROGRESS: at 63.23% examples, 729075 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:12,884 : INFO : EPOCH 20 - PROGRESS: at 63.59% examples, 729116 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:59:13,893 : INFO : EPOCH 20 - PROGRESS: at 63.94% examples, 729152 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:59:14,900 : INFO : EPOCH 20 - PROGRESS: at 64.28% examples, 729161 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:15,912 : INFO : EPOCH 20 - PROGRESS: at 64.62% examples, 729158 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:16,926 : INFO : EPOCH 20 - PROGRESS: at 64.96% examples, 729187 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:17,930 : INFO : EPOCH 20 - PROGRESS: at 65.32% examples, 729202 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:18,930 : INFO : EPOCH 20 - PROGRESS: at 65.68% examples, 729270 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:19,949 : INFO : EPOCH 20 - PROGRESS: at 66.03% examples, 729254 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:20,953 : INFO : EPOCH 20 - PROGRESS: at 66.37% examples, 729270 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:21,955 : INFO : EPOCH 20 - PROGRESS: at 66.73% examples, 729289 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:22,958 : INFO : EPOCH 20 - PROGRESS: at 67.09% examples, 729275 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:23,959 : INFO : EPOCH 20 - PROGRESS: at 67.44% examples, 729362 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:24,962 : INFO : EPOCH 20 - PROGRESS: at 67.80% examples, 729364 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:25,966 : INFO : EPOCH 20 - PROGRESS: at 68.16% examples, 729403 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:26,967 : INFO : EPOCH 20 - PROGRESS: at 68.49% examples, 729416 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:27,978 : INFO : EPOCH 20 - PROGRESS: at 68.84% examples, 729392 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:28,985 : INFO : EPOCH 20 - PROGRESS: at 69.18% examples, 729424 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:29,990 : INFO : EPOCH 20 - PROGRESS: at 69.53% examples, 729389 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:30,991 : INFO : EPOCH 20 - PROGRESS: at 69.90% examples, 729373 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:31,995 : INFO : EPOCH 20 - PROGRESS: at 70.27% examples, 729381 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:32,999 : INFO : EPOCH 20 - PROGRESS: at 70.62% examples, 729369 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:34,015 : INFO : EPOCH 20 - PROGRESS: at 70.98% examples, 729349 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:35,030 : INFO : EPOCH 20 - PROGRESS: at 71.36% examples, 729303 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:36,038 : INFO : EPOCH 20 - PROGRESS: at 71.71% examples, 729324 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:37,047 : INFO : EPOCH 20 - PROGRESS: at 72.06% examples, 729305 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:38,048 : INFO : EPOCH 20 - PROGRESS: at 72.40% examples, 729345 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:39,052 : INFO : EPOCH 20 - PROGRESS: at 72.74% examples, 729266 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:40,062 : INFO : EPOCH 20 - PROGRESS: at 73.08% examples, 729180 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:41,070 : INFO : EPOCH 20 - PROGRESS: at 73.40% examples, 729049 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:42,072 : INFO : EPOCH 20 - PROGRESS: at 73.74% examples, 728890 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:43,075 : INFO : EPOCH 20 - PROGRESS: at 74.04% examples, 728290 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:44,081 : INFO : EPOCH 20 - PROGRESS: at 74.38% examples, 727922 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:45,088 : INFO : EPOCH 20 - PROGRESS: at 74.73% examples, 728000 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:46,090 : INFO : EPOCH 20 - PROGRESS: at 75.08% examples, 728022 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:47,091 : INFO : EPOCH 20 - PROGRESS: at 75.46% examples, 727966 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:48,092 : INFO : EPOCH 20 - PROGRESS: at 75.81% examples, 728020 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:49,123 : INFO : EPOCH 20 - PROGRESS: at 76.16% examples, 727979 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:50,130 : INFO : EPOCH 20 - PROGRESS: at 76.51% examples, 728080 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:51,140 : INFO : EPOCH 20 - PROGRESS: at 76.87% examples, 728096 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:52,148 : INFO : EPOCH 20 - PROGRESS: at 77.22% examples, 728117 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:53,151 : INFO : EPOCH 20 - PROGRESS: at 77.57% examples, 728131 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:54,156 : INFO : EPOCH 20 - PROGRESS: at 77.91% examples, 728157 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:55,165 : INFO : EPOCH 20 - PROGRESS: at 78.26% examples, 728220 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:59:56,173 : INFO : EPOCH 20 - PROGRESS: at 78.58% examples, 728251 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:57,189 : INFO : EPOCH 20 - PROGRESS: at 78.95% examples, 728264 words/s, in_qsize 8, out_qsize 0
2020-07-24 11:59:58,200 : INFO : EPOCH 20 - PROGRESS: at 79.29% examples, 728327 words/s, in_qsize 7, out_qsize 0
2020-07-24 11:59:59,203 : INFO : EPOCH 20 - PROGRESS: at 79.67% examples, 728309 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:00,208 : INFO : EPOCH 20 - PROGRESS: at 80.03% examples, 728308 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:01,211 : INFO : EPOCH 20 - PROGRESS: at 80.38% examples, 728305 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:02,223 : INFO : EPOCH 20 - PROGRESS: at 80.71% examples, 728337 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:03,236 : INFO : EPOCH 20 - PROGRESS: at 81.05% examples, 728333 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:04,238 : INFO : EPOCH 20 - PROGRESS: at 81.38% examples, 728399 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:05,240 : INFO : EPOCH 20 - PROGRESS: at 81.75% examples, 728408 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:06,255 : INFO : EPOCH 20 - PROGRESS: at 82.13% examples, 728419 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:07,269 : INFO : EPOCH 20 - PROGRESS: at 82.46% examples, 728387 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:08,283 : INFO : EPOCH 20 - PROGRESS: at 82.85% examples, 728388 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:09,285 : INFO : EPOCH 20 - PROGRESS: at 83.19% examples, 728427 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:00:10,290 : INFO : EPOCH 20 - PROGRESS: at 83.54% examples, 728456 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:11,299 : INFO : EPOCH 20 - PROGRESS: at 83.91% examples, 728463 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:00:12,303 : INFO : EPOCH 20 - PROGRESS: at 84.24% examples, 728472 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:13,303 : INFO : EPOCH 20 - PROGRESS: at 84.60% examples, 728453 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:14,310 : INFO : EPOCH 20 - PROGRESS: at 84.95% examples, 728440 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:00:15,327 : INFO : EPOCH 20 - PROGRESS: at 85.29% examples, 728466 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:16,328 : INFO : EPOCH 20 - PROGRESS: at 85.64% examples, 728489 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:17,329 : INFO : EPOCH 20 - PROGRESS: at 85.98% examples, 728492 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:18,331 : INFO : EPOCH 20 - PROGRESS: at 86.34% examples, 728546 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:19,335 : INFO : EPOCH 20 - PROGRESS: at 86.69% examples, 728478 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:20,336 : INFO : EPOCH 20 - PROGRESS: at 87.03% examples, 728544 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:21,343 : INFO : EPOCH 20 - PROGRESS: at 87.39% examples, 728519 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:22,359 : INFO : EPOCH 20 - PROGRESS: at 87.73% examples, 728550 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:00:23,364 : INFO : EPOCH 20 - PROGRESS: at 88.11% examples, 728461 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:24,367 : INFO : EPOCH 20 - PROGRESS: at 88.48% examples, 728449 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:25,374 : INFO : EPOCH 20 - PROGRESS: at 88.83% examples, 728471 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:26,389 : INFO : EPOCH 20 - PROGRESS: at 89.20% examples, 728447 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:27,401 : INFO : EPOCH 20 - PROGRESS: at 89.59% examples, 728458 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:28,402 : INFO : EPOCH 20 - PROGRESS: at 89.96% examples, 728462 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:29,405 : INFO : EPOCH 20 - PROGRESS: at 90.31% examples, 728435 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:30,415 : INFO : EPOCH 20 - PROGRESS: at 90.66% examples, 728482 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:31,425 : INFO : EPOCH 20 - PROGRESS: at 91.01% examples, 728495 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:00:32,430 : INFO : EPOCH 20 - PROGRESS: at 91.37% examples, 728508 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:33,436 : INFO : EPOCH 20 - PROGRESS: at 91.75% examples, 728501 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:34,438 : INFO : EPOCH 20 - PROGRESS: at 92.09% examples, 728512 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:35,440 : INFO : EPOCH 20 - PROGRESS: at 92.45% examples, 728535 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:00:36,454 : INFO : EPOCH 20 - PROGRESS: at 92.78% examples, 728587 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:37,461 : INFO : EPOCH 20 - PROGRESS: at 93.13% examples, 728601 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:38,478 : INFO : EPOCH 20 - PROGRESS: at 93.46% examples, 728601 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:39,486 : INFO : EPOCH 20 - PROGRESS: at 93.82% examples, 728594 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:40,488 : INFO : EPOCH 20 - PROGRESS: at 94.18% examples, 728623 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:41,490 : INFO : EPOCH 20 - PROGRESS: at 94.53% examples, 728660 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:42,510 : INFO : EPOCH 20 - PROGRESS: at 94.87% examples, 728632 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:43,518 : INFO : EPOCH 20 - PROGRESS: at 95.23% examples, 728671 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:44,522 : INFO : EPOCH 20 - PROGRESS: at 95.59% examples, 728734 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:45,529 : INFO : EPOCH 20 - PROGRESS: at 95.94% examples, 728729 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:46,536 : INFO : EPOCH 20 - PROGRESS: at 96.29% examples, 728735 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:47,540 : INFO : EPOCH 20 - PROGRESS: at 96.63% examples, 728758 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:48,545 : INFO : EPOCH 20 - PROGRESS: at 97.01% examples, 728732 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:49,560 : INFO : EPOCH 20 - PROGRESS: at 97.33% examples, 728787 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:50,564 : INFO : EPOCH 20 - PROGRESS: at 97.67% examples, 728806 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:51,569 : INFO : EPOCH 20 - PROGRESS: at 98.05% examples, 728792 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:52,586 : INFO : EPOCH 20 - PROGRESS: at 98.40% examples, 728820 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:53,596 : INFO : EPOCH 20 - PROGRESS: at 98.76% examples, 728858 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:54,611 : INFO : EPOCH 20 - PROGRESS: at 99.11% examples, 728820 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:55,623 : INFO : EPOCH 20 - PROGRESS: at 99.48% examples, 728820 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:56,640 : INFO : EPOCH 20 - PROGRESS: at 99.85% examples, 728825 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:00:57,013 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 12:00:57,033 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 12:00:57,035 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 12:00:57,036 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 12:00:57,036 : INFO : EPOCH - 20 : training on 265921901 raw words (206687782 effective words) took 283.6s, 728865 effective words/s
2020-07-24 12:00:57,036 : INFO : training on a 5318438020 raw words (4133868661 effective words) took 5718.7s, 722862 effective words/s
2020-07-24 12:00:57,037 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[9]-1595592057.037385].model, separately None
2020-07-24 12:00:57,037 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[9]-1595592057.037385].model.trainables.syn1neg.npy
2020-07-24 12:00:57,573 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[9]-1595592057.037385].model.wv.vectors.npy
2020-07-24 12:00:58,087 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[9]-1595592057.037385].model.docvecs.vectors_docs.npy
2020-07-24 12:00:59,735 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[9]-1595592057.037385].model
2020-07-24 12:00:59,736 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[9]-1595592057.037385].model
2020-07-24 12:23:10,023 : INFO : collecting all words and their counts
2020-07-24 12:23:10,054 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-24 12:23:11,481 : INFO : PROGRESS: at example #10000, processed 6580409 words (4612711/s), 33351 word types, 454451 tags
2020-07-24 12:23:12,893 : INFO : PROGRESS: at example #20000, processed 13051984 words (4587325/s), 35473 word types, 454451 tags
2020-07-24 12:23:14,376 : INFO : PROGRESS: at example #30000, processed 19809317 words (4559762/s), 37199 word types, 454451 tags
2020-07-24 12:23:15,909 : INFO : PROGRESS: at example #40000, processed 26808058 words (4568903/s), 39115 word types, 454451 tags
2020-07-24 12:23:17,357 : INFO : PROGRESS: at example #50000, processed 33383590 words (4543666/s), 40394 word types, 454451 tags
2020-07-24 12:23:18,816 : INFO : PROGRESS: at example #60000, processed 40008948 words (4544486/s), 41746 word types, 454451 tags
2020-07-24 12:23:20,296 : INFO : PROGRESS: at example #70000, processed 46689867 words (4517739/s), 43237 word types, 454451 tags
2020-07-24 12:23:21,774 : INFO : PROGRESS: at example #80000, processed 53377948 words (4529328/s), 44839 word types, 454451 tags
2020-07-24 12:23:23,246 : INFO : PROGRESS: at example #90000, processed 60022008 words (4515108/s), 46094 word types, 454451 tags
2020-07-24 12:23:24,741 : INFO : PROGRESS: at example #100000, processed 66778608 words (4522281/s), 48476 word types, 454451 tags
2020-07-24 12:23:26,195 : INFO : PROGRESS: at example #110000, processed 73336516 words (4512429/s), 49863 word types, 454451 tags
2020-07-24 12:23:27,701 : INFO : PROGRESS: at example #120000, processed 80118642 words (4508734/s), 51197 word types, 454451 tags
2020-07-24 12:23:29,174 : INFO : PROGRESS: at example #130000, processed 86746089 words (4502770/s), 53050 word types, 454451 tags
2020-07-24 12:23:30,668 : INFO : PROGRESS: at example #140000, processed 93467086 words (4499698/s), 54390 word types, 454451 tags
2020-07-24 12:23:32,223 : INFO : PROGRESS: at example #150000, processed 100483679 words (4516596/s), 55385 word types, 454451 tags
2020-07-24 12:23:33,684 : INFO : PROGRESS: at example #160000, processed 107037843 words (4487407/s), 56692 word types, 454451 tags
2020-07-24 12:23:35,164 : INFO : PROGRESS: at example #170000, processed 113655639 words (4474175/s), 58983 word types, 454451 tags
2020-07-24 12:23:36,609 : INFO : PROGRESS: at example #180000, processed 120109881 words (4470717/s), 60372 word types, 454451 tags
2020-07-24 12:23:38,037 : INFO : PROGRESS: at example #190000, processed 126496733 words (4474578/s), 62708 word types, 454451 tags
2020-07-24 12:23:39,530 : INFO : PROGRESS: at example #200000, processed 133142310 words (4455309/s), 63826 word types, 454451 tags
2020-07-24 12:23:41,017 : INFO : PROGRESS: at example #210000, processed 139736039 words (4438553/s), 64842 word types, 454451 tags
2020-07-24 12:23:42,556 : INFO : PROGRESS: at example #220000, processed 146549444 words (4428450/s), 66074 word types, 454451 tags
2020-07-24 12:23:44,132 : INFO : PROGRESS: at example #230000, processed 153506328 words (4416568/s), 68061 word types, 454451 tags
2020-07-24 12:23:45,607 : INFO : PROGRESS: at example #240000, processed 160104354 words (4476341/s), 68967 word types, 454451 tags
2020-07-24 12:23:47,062 : INFO : PROGRESS: at example #250000, processed 166605014 words (4471448/s), 70795 word types, 454451 tags
2020-07-24 12:23:48,554 : INFO : PROGRESS: at example #260000, processed 173320018 words (4503730/s), 71935 word types, 454451 tags
2020-07-24 12:23:50,008 : INFO : PROGRESS: at example #270000, processed 179811646 words (4467987/s), 73419 word types, 454451 tags
2020-07-24 12:23:51,510 : INFO : PROGRESS: at example #280000, processed 186540374 words (4482567/s), 75036 word types, 454451 tags
2020-07-24 12:23:52,955 : INFO : PROGRESS: at example #290000, processed 192997108 words (4469940/s), 76346 word types, 454451 tags
2020-07-24 12:23:54,482 : INFO : PROGRESS: at example #300000, processed 199775440 words (4442453/s), 77889 word types, 454451 tags
2020-07-24 12:23:55,988 : INFO : PROGRESS: at example #310000, processed 206513013 words (4476632/s), 78896 word types, 454451 tags
2020-07-24 12:23:57,501 : INFO : PROGRESS: at example #320000, processed 213273076 words (4472229/s), 80389 word types, 454451 tags
2020-07-24 12:23:59,006 : INFO : PROGRESS: at example #330000, processed 220043996 words (4501779/s), 81518 word types, 454451 tags
2020-07-24 12:24:00,504 : INFO : PROGRESS: at example #340000, processed 226760644 words (4487321/s), 82541 word types, 454451 tags
2020-07-24 12:24:02,037 : INFO : PROGRESS: at example #350000, processed 233634607 words (4485998/s), 84023 word types, 454451 tags
2020-07-24 12:24:03,511 : INFO : PROGRESS: at example #360000, processed 240236972 words (4481742/s), 84983 word types, 454451 tags
2020-07-24 12:24:05,030 : INFO : PROGRESS: at example #370000, processed 247074145 words (4504851/s), 87038 word types, 454451 tags
2020-07-24 12:24:06,568 : INFO : PROGRESS: at example #380000, processed 253939023 words (4467249/s), 88255 word types, 454451 tags
2020-07-24 12:24:08,045 : INFO : PROGRESS: at example #390000, processed 260509705 words (4449775/s), 89649 word types, 454451 tags
2020-07-24 12:24:09,501 : INFO : collected 90698 word types and 454451 unique tags from a corpus of 400000 examples and 266972912 words
2020-07-24 12:24:09,502 : INFO : Updating model with new vocabulary
2020-07-24 12:24:09,651 : INFO : New added 90698 unique words (50% of original 181396) and increased the count of 90698 pre-existing words (50% of original 181396)
2020-07-24 12:24:10,223 : INFO : deleting the raw counts dictionary of 90698 items
2020-07-24 12:24:10,227 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-24 12:24:10,228 : INFO : downsampling leaves estimated 422381387 word corpus (158.2% of prior 266972912)
2020-07-24 12:24:11,167 : INFO : estimated required memory for 181396 words and 500 dimensions: 1725184000 bytes
2020-07-24 12:24:11,168 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-24 12:24:18,961 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-24 12:24:18,962 : INFO : training model with 4 workers on 547450 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-24 12:24:19,969 : INFO : EPOCH 1 - PROGRESS: at 0.34% examples, 690124 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:20,980 : INFO : EPOCH 1 - PROGRESS: at 0.68% examples, 706555 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:21,985 : INFO : EPOCH 1 - PROGRESS: at 1.04% examples, 716629 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:22,997 : INFO : EPOCH 1 - PROGRESS: at 1.41% examples, 716658 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:24,004 : INFO : EPOCH 1 - PROGRESS: at 1.77% examples, 718832 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:24:25,015 : INFO : EPOCH 1 - PROGRESS: at 2.14% examples, 720893 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:26,042 : INFO : EPOCH 1 - PROGRESS: at 2.51% examples, 720527 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:27,043 : INFO : EPOCH 1 - PROGRESS: at 2.88% examples, 722332 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:28,052 : INFO : EPOCH 1 - PROGRESS: at 3.23% examples, 723845 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:29,063 : INFO : EPOCH 1 - PROGRESS: at 3.58% examples, 725234 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:30,065 : INFO : EPOCH 1 - PROGRESS: at 3.93% examples, 724657 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:31,065 : INFO : EPOCH 1 - PROGRESS: at 4.32% examples, 725433 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:32,078 : INFO : EPOCH 1 - PROGRESS: at 4.69% examples, 724364 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:33,084 : INFO : EPOCH 1 - PROGRESS: at 5.05% examples, 725232 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:34,092 : INFO : EPOCH 1 - PROGRESS: at 5.39% examples, 725085 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:35,104 : INFO : EPOCH 1 - PROGRESS: at 5.73% examples, 725647 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:36,107 : INFO : EPOCH 1 - PROGRESS: at 6.08% examples, 726477 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:37,109 : INFO : EPOCH 1 - PROGRESS: at 6.46% examples, 726312 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:38,109 : INFO : EPOCH 1 - PROGRESS: at 6.81% examples, 726251 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:39,110 : INFO : EPOCH 1 - PROGRESS: at 7.16% examples, 726146 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:24:40,113 : INFO : EPOCH 1 - PROGRESS: at 7.51% examples, 726222 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:41,122 : INFO : EPOCH 1 - PROGRESS: at 7.85% examples, 726526 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:42,125 : INFO : EPOCH 1 - PROGRESS: at 8.20% examples, 727491 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:43,133 : INFO : EPOCH 1 - PROGRESS: at 8.54% examples, 727424 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:44,149 : INFO : EPOCH 1 - PROGRESS: at 8.86% examples, 727536 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:45,158 : INFO : EPOCH 1 - PROGRESS: at 9.21% examples, 727258 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:46,167 : INFO : EPOCH 1 - PROGRESS: at 9.55% examples, 727781 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:47,169 : INFO : EPOCH 1 - PROGRESS: at 9.90% examples, 727933 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:24:48,174 : INFO : EPOCH 1 - PROGRESS: at 10.27% examples, 728026 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:49,186 : INFO : EPOCH 1 - PROGRESS: at 10.60% examples, 728463 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:50,199 : INFO : EPOCH 1 - PROGRESS: at 10.96% examples, 728817 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:51,206 : INFO : EPOCH 1 - PROGRESS: at 11.31% examples, 728596 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:52,206 : INFO : EPOCH 1 - PROGRESS: at 11.69% examples, 728580 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:53,216 : INFO : EPOCH 1 - PROGRESS: at 12.06% examples, 728665 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:24:54,217 : INFO : EPOCH 1 - PROGRESS: at 12.44% examples, 728876 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:55,231 : INFO : EPOCH 1 - PROGRESS: at 12.78% examples, 729056 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:56,239 : INFO : EPOCH 1 - PROGRESS: at 13.14% examples, 729006 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:57,239 : INFO : EPOCH 1 - PROGRESS: at 13.50% examples, 728931 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:24:58,240 : INFO : EPOCH 1 - PROGRESS: at 13.86% examples, 729389 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:24:59,247 : INFO : EPOCH 1 - PROGRESS: at 14.23% examples, 729066 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:00,248 : INFO : EPOCH 1 - PROGRESS: at 14.58% examples, 728945 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:01,262 : INFO : EPOCH 1 - PROGRESS: at 14.94% examples, 729086 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:02,268 : INFO : EPOCH 1 - PROGRESS: at 15.29% examples, 729271 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:03,282 : INFO : EPOCH 1 - PROGRESS: at 15.61% examples, 729367 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:04,284 : INFO : EPOCH 1 - PROGRESS: at 15.98% examples, 729279 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:05,299 : INFO : EPOCH 1 - PROGRESS: at 16.34% examples, 729327 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:06,320 : INFO : EPOCH 1 - PROGRESS: at 16.70% examples, 729054 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:07,343 : INFO : EPOCH 1 - PROGRESS: at 17.07% examples, 729190 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:08,352 : INFO : EPOCH 1 - PROGRESS: at 17.44% examples, 729459 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:09,357 : INFO : EPOCH 1 - PROGRESS: at 17.80% examples, 729160 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:10,385 : INFO : EPOCH 1 - PROGRESS: at 18.14% examples, 729212 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:11,386 : INFO : EPOCH 1 - PROGRESS: at 18.50% examples, 729220 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:12,389 : INFO : EPOCH 1 - PROGRESS: at 18.86% examples, 729001 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:13,398 : INFO : EPOCH 1 - PROGRESS: at 19.20% examples, 729095 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:14,418 : INFO : EPOCH 1 - PROGRESS: at 19.56% examples, 728918 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:15,427 : INFO : EPOCH 1 - PROGRESS: at 19.92% examples, 728944 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:16,431 : INFO : EPOCH 1 - PROGRESS: at 20.24% examples, 729318 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:17,444 : INFO : EPOCH 1 - PROGRESS: at 20.60% examples, 729186 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:18,450 : INFO : EPOCH 1 - PROGRESS: at 20.98% examples, 728983 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:19,456 : INFO : EPOCH 1 - PROGRESS: at 21.31% examples, 729043 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:25:20,457 : INFO : EPOCH 1 - PROGRESS: at 21.66% examples, 729111 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:21,458 : INFO : EPOCH 1 - PROGRESS: at 21.99% examples, 729133 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:22,459 : INFO : EPOCH 1 - PROGRESS: at 22.37% examples, 729183 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:23,460 : INFO : EPOCH 1 - PROGRESS: at 22.70% examples, 729148 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:24,472 : INFO : EPOCH 1 - PROGRESS: at 23.05% examples, 729156 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:25,482 : INFO : EPOCH 1 - PROGRESS: at 23.43% examples, 729148 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:26,488 : INFO : EPOCH 1 - PROGRESS: at 23.80% examples, 729118 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:27,492 : INFO : EPOCH 1 - PROGRESS: at 24.12% examples, 729379 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:28,497 : INFO : EPOCH 1 - PROGRESS: at 24.47% examples, 729316 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:29,504 : INFO : EPOCH 1 - PROGRESS: at 24.80% examples, 729388 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:30,505 : INFO : EPOCH 1 - PROGRESS: at 25.18% examples, 729400 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:31,511 : INFO : EPOCH 1 - PROGRESS: at 25.53% examples, 729383 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:32,526 : INFO : EPOCH 1 - PROGRESS: at 25.90% examples, 729312 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:33,529 : INFO : EPOCH 1 - PROGRESS: at 26.28% examples, 729258 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:34,531 : INFO : EPOCH 1 - PROGRESS: at 26.65% examples, 729272 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:35,540 : INFO : EPOCH 1 - PROGRESS: at 26.99% examples, 729189 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:36,545 : INFO : EPOCH 1 - PROGRESS: at 27.34% examples, 729129 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:37,553 : INFO : EPOCH 1 - PROGRESS: at 27.68% examples, 729363 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:38,560 : INFO : EPOCH 1 - PROGRESS: at 28.04% examples, 729409 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:39,560 : INFO : EPOCH 1 - PROGRESS: at 28.41% examples, 729406 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:40,561 : INFO : EPOCH 1 - PROGRESS: at 28.77% examples, 729377 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:41,566 : INFO : EPOCH 1 - PROGRESS: at 29.11% examples, 729507 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:42,569 : INFO : EPOCH 1 - PROGRESS: at 29.44% examples, 729460 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:43,579 : INFO : EPOCH 1 - PROGRESS: at 29.80% examples, 729467 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:44,581 : INFO : EPOCH 1 - PROGRESS: at 30.14% examples, 729506 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:45,586 : INFO : EPOCH 1 - PROGRESS: at 30.48% examples, 729610 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:46,586 : INFO : EPOCH 1 - PROGRESS: at 30.84% examples, 729666 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:47,589 : INFO : EPOCH 1 - PROGRESS: at 31.21% examples, 729542 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:48,593 : INFO : EPOCH 1 - PROGRESS: at 31.58% examples, 729539 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:49,595 : INFO : EPOCH 1 - PROGRESS: at 31.93% examples, 729626 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:50,605 : INFO : EPOCH 1 - PROGRESS: at 32.29% examples, 729514 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:51,611 : INFO : EPOCH 1 - PROGRESS: at 32.63% examples, 729553 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:52,618 : INFO : EPOCH 1 - PROGRESS: at 32.99% examples, 729559 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:53,627 : INFO : EPOCH 1 - PROGRESS: at 33.34% examples, 729617 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:54,639 : INFO : EPOCH 1 - PROGRESS: at 33.70% examples, 729587 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:55,644 : INFO : EPOCH 1 - PROGRESS: at 34.03% examples, 729667 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:56,646 : INFO : EPOCH 1 - PROGRESS: at 34.36% examples, 729667 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:57,650 : INFO : EPOCH 1 - PROGRESS: at 34.74% examples, 729634 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:58,657 : INFO : EPOCH 1 - PROGRESS: at 35.08% examples, 729694 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:25:59,661 : INFO : EPOCH 1 - PROGRESS: at 35.44% examples, 729716 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:00,661 : INFO : EPOCH 1 - PROGRESS: at 35.78% examples, 729653 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:01,672 : INFO : EPOCH 1 - PROGRESS: at 36.14% examples, 729667 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:02,675 : INFO : EPOCH 1 - PROGRESS: at 36.47% examples, 729705 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:03,677 : INFO : EPOCH 1 - PROGRESS: at 36.78% examples, 729812 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:04,680 : INFO : EPOCH 1 - PROGRESS: at 37.13% examples, 729773 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:05,684 : INFO : EPOCH 1 - PROGRESS: at 37.48% examples, 729739 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:06,687 : INFO : EPOCH 1 - PROGRESS: at 37.85% examples, 729642 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:07,694 : INFO : EPOCH 1 - PROGRESS: at 38.20% examples, 729762 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:08,694 : INFO : EPOCH 1 - PROGRESS: at 38.57% examples, 729828 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:26:09,707 : INFO : EPOCH 1 - PROGRESS: at 38.92% examples, 729731 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:10,709 : INFO : EPOCH 1 - PROGRESS: at 39.27% examples, 729673 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:11,712 : INFO : EPOCH 1 - PROGRESS: at 39.65% examples, 729674 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:12,719 : INFO : EPOCH 1 - PROGRESS: at 39.98% examples, 729740 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:26:13,722 : INFO : EPOCH 1 - PROGRESS: at 40.36% examples, 729679 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:14,734 : INFO : EPOCH 1 - PROGRESS: at 40.68% examples, 729790 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:15,738 : INFO : EPOCH 1 - PROGRESS: at 41.04% examples, 729886 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:26:16,740 : INFO : EPOCH 1 - PROGRESS: at 41.41% examples, 729813 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:17,749 : INFO : EPOCH 1 - PROGRESS: at 41.78% examples, 729776 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:18,768 : INFO : EPOCH 1 - PROGRESS: at 42.10% examples, 729654 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:19,772 : INFO : EPOCH 1 - PROGRESS: at 42.45% examples, 729426 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:20,775 : INFO : EPOCH 1 - PROGRESS: at 42.80% examples, 729046 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:21,788 : INFO : EPOCH 1 - PROGRESS: at 43.13% examples, 728822 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:22,789 : INFO : EPOCH 1 - PROGRESS: at 43.43% examples, 728059 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:23,792 : INFO : EPOCH 1 - PROGRESS: at 43.71% examples, 727130 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:24,793 : INFO : EPOCH 1 - PROGRESS: at 44.09% examples, 727143 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:25,794 : INFO : EPOCH 1 - PROGRESS: at 44.46% examples, 727081 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:26,797 : INFO : EPOCH 1 - PROGRESS: at 44.85% examples, 727180 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:27,804 : INFO : EPOCH 1 - PROGRESS: at 45.19% examples, 727089 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:26:28,818 : INFO : EPOCH 1 - PROGRESS: at 45.55% examples, 727109 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:29,824 : INFO : EPOCH 1 - PROGRESS: at 45.90% examples, 727125 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:30,837 : INFO : EPOCH 1 - PROGRESS: at 46.30% examples, 727064 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:31,849 : INFO : EPOCH 1 - PROGRESS: at 46.65% examples, 727078 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:32,850 : INFO : EPOCH 1 - PROGRESS: at 47.02% examples, 727116 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:33,862 : INFO : EPOCH 1 - PROGRESS: at 47.40% examples, 727113 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:34,865 : INFO : EPOCH 1 - PROGRESS: at 47.75% examples, 727126 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:26:35,887 : INFO : EPOCH 1 - PROGRESS: at 48.13% examples, 727075 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:36,887 : INFO : EPOCH 1 - PROGRESS: at 48.49% examples, 727131 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:37,891 : INFO : EPOCH 1 - PROGRESS: at 48.85% examples, 727147 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:38,899 : INFO : EPOCH 1 - PROGRESS: at 49.20% examples, 727144 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:39,905 : INFO : EPOCH 1 - PROGRESS: at 49.55% examples, 727235 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:40,915 : INFO : EPOCH 1 - PROGRESS: at 49.90% examples, 727264 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:41,916 : INFO : EPOCH 1 - PROGRESS: at 50.25% examples, 727281 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:42,921 : INFO : EPOCH 1 - PROGRESS: at 50.61% examples, 727337 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:43,923 : INFO : EPOCH 1 - PROGRESS: at 50.96% examples, 727332 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:44,930 : INFO : EPOCH 1 - PROGRESS: at 51.29% examples, 727286 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:45,937 : INFO : EPOCH 1 - PROGRESS: at 51.66% examples, 727289 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:46,938 : INFO : EPOCH 1 - PROGRESS: at 52.01% examples, 727311 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:47,948 : INFO : EPOCH 1 - PROGRESS: at 52.40% examples, 727276 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:48,952 : INFO : EPOCH 1 - PROGRESS: at 52.76% examples, 727328 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:49,972 : INFO : EPOCH 1 - PROGRESS: at 53.10% examples, 727360 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:26:50,975 : INFO : EPOCH 1 - PROGRESS: at 53.45% examples, 727394 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:51,983 : INFO : EPOCH 1 - PROGRESS: at 53.80% examples, 727474 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:52,991 : INFO : EPOCH 1 - PROGRESS: at 54.12% examples, 727509 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:54,001 : INFO : EPOCH 1 - PROGRESS: at 54.49% examples, 727538 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:55,014 : INFO : EPOCH 1 - PROGRESS: at 54.84% examples, 727542 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:26:56,032 : INFO : EPOCH 1 - PROGRESS: at 55.19% examples, 727566 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:57,036 : INFO : EPOCH 1 - PROGRESS: at 55.51% examples, 727592 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:26:58,044 : INFO : EPOCH 1 - PROGRESS: at 55.83% examples, 727611 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:26:59,071 : INFO : EPOCH 1 - PROGRESS: at 56.18% examples, 727585 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:00,073 : INFO : EPOCH 1 - PROGRESS: at 56.53% examples, 727651 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:27:01,078 : INFO : EPOCH 1 - PROGRESS: at 56.89% examples, 727663 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:02,084 : INFO : EPOCH 1 - PROGRESS: at 57.25% examples, 727691 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:03,092 : INFO : EPOCH 1 - PROGRESS: at 57.59% examples, 727702 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:04,094 : INFO : EPOCH 1 - PROGRESS: at 57.95% examples, 727736 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:05,099 : INFO : EPOCH 1 - PROGRESS: at 58.29% examples, 727748 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:27:06,117 : INFO : EPOCH 1 - PROGRESS: at 58.64% examples, 727720 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:07,124 : INFO : EPOCH 1 - PROGRESS: at 59.00% examples, 727772 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:08,139 : INFO : EPOCH 1 - PROGRESS: at 59.39% examples, 727829 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:27:09,139 : INFO : EPOCH 1 - PROGRESS: at 59.74% examples, 727846 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:10,139 : INFO : EPOCH 1 - PROGRESS: at 60.08% examples, 727894 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:11,146 : INFO : EPOCH 1 - PROGRESS: at 60.43% examples, 727854 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:27:12,171 : INFO : EPOCH 1 - PROGRESS: at 60.78% examples, 727849 words/s, in_qsize 7, out_qsize 1
2020-07-24 12:27:13,178 : INFO : EPOCH 1 - PROGRESS: at 61.16% examples, 727876 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:14,183 : INFO : EPOCH 1 - PROGRESS: at 61.53% examples, 727837 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:15,185 : INFO : EPOCH 1 - PROGRESS: at 61.87% examples, 727863 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:16,197 : INFO : EPOCH 1 - PROGRESS: at 62.24% examples, 727855 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:17,198 : INFO : EPOCH 1 - PROGRESS: at 62.61% examples, 727838 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:18,203 : INFO : EPOCH 1 - PROGRESS: at 62.95% examples, 727838 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:19,210 : INFO : EPOCH 1 - PROGRESS: at 63.32% examples, 727907 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:20,213 : INFO : EPOCH 1 - PROGRESS: at 63.69% examples, 727958 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:21,216 : INFO : EPOCH 1 - PROGRESS: at 64.05% examples, 727970 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:22,228 : INFO : EPOCH 1 - PROGRESS: at 64.40% examples, 727954 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:23,244 : INFO : EPOCH 1 - PROGRESS: at 64.76% examples, 728018 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:24,263 : INFO : EPOCH 1 - PROGRESS: at 65.11% examples, 728069 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:25,264 : INFO : EPOCH 1 - PROGRESS: at 65.47% examples, 728056 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:26,273 : INFO : EPOCH 1 - PROGRESS: at 65.85% examples, 728058 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:27,275 : INFO : EPOCH 1 - PROGRESS: at 66.21% examples, 728091 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:28,280 : INFO : EPOCH 1 - PROGRESS: at 66.56% examples, 728002 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:29,284 : INFO : EPOCH 1 - PROGRESS: at 66.92% examples, 727996 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:30,287 : INFO : EPOCH 1 - PROGRESS: at 67.26% examples, 727977 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:31,304 : INFO : EPOCH 1 - PROGRESS: at 67.61% examples, 727980 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:32,311 : INFO : EPOCH 1 - PROGRESS: at 67.97% examples, 727993 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:33,320 : INFO : EPOCH 1 - PROGRESS: at 68.32% examples, 727959 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:34,322 : INFO : EPOCH 1 - PROGRESS: at 68.67% examples, 727995 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:35,330 : INFO : EPOCH 1 - PROGRESS: at 69.00% examples, 728013 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:36,341 : INFO : EPOCH 1 - PROGRESS: at 69.34% examples, 728056 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:37,343 : INFO : EPOCH 1 - PROGRESS: at 69.71% examples, 728060 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:38,349 : INFO : EPOCH 1 - PROGRESS: at 70.06% examples, 728048 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:27:39,353 : INFO : EPOCH 1 - PROGRESS: at 70.41% examples, 728057 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:40,355 : INFO : EPOCH 1 - PROGRESS: at 70.77% examples, 728117 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:41,361 : INFO : EPOCH 1 - PROGRESS: at 71.10% examples, 728105 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:42,368 : INFO : EPOCH 1 - PROGRESS: at 71.47% examples, 728122 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:43,388 : INFO : EPOCH 1 - PROGRESS: at 71.83% examples, 728073 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:44,404 : INFO : EPOCH 1 - PROGRESS: at 72.22% examples, 728034 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:45,410 : INFO : EPOCH 1 - PROGRESS: at 72.59% examples, 728019 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:46,418 : INFO : EPOCH 1 - PROGRESS: at 72.94% examples, 728026 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:47,423 : INFO : EPOCH 1 - PROGRESS: at 73.31% examples, 728068 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:48,440 : INFO : EPOCH 1 - PROGRESS: at 73.65% examples, 728087 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:49,440 : INFO : EPOCH 1 - PROGRESS: at 73.97% examples, 728113 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:27:50,452 : INFO : EPOCH 1 - PROGRESS: at 74.32% examples, 728108 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:51,455 : INFO : EPOCH 1 - PROGRESS: at 74.67% examples, 728135 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:52,463 : INFO : EPOCH 1 - PROGRESS: at 75.01% examples, 728151 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:53,464 : INFO : EPOCH 1 - PROGRESS: at 75.37% examples, 728202 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:54,469 : INFO : EPOCH 1 - PROGRESS: at 75.70% examples, 728238 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:55,476 : INFO : EPOCH 1 - PROGRESS: at 76.05% examples, 728240 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:56,482 : INFO : EPOCH 1 - PROGRESS: at 76.41% examples, 728210 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:57,487 : INFO : EPOCH 1 - PROGRESS: at 76.76% examples, 728200 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:58,494 : INFO : EPOCH 1 - PROGRESS: at 77.12% examples, 728194 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:27:59,518 : INFO : EPOCH 1 - PROGRESS: at 77.47% examples, 728200 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:00,531 : INFO : EPOCH 1 - PROGRESS: at 77.80% examples, 728192 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:28:01,533 : INFO : EPOCH 1 - PROGRESS: at 78.17% examples, 728207 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:02,538 : INFO : EPOCH 1 - PROGRESS: at 78.53% examples, 728213 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:03,546 : INFO : EPOCH 1 - PROGRESS: at 78.89% examples, 728221 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:04,554 : INFO : EPOCH 1 - PROGRESS: at 79.20% examples, 728260 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:05,561 : INFO : EPOCH 1 - PROGRESS: at 79.55% examples, 728267 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:06,566 : INFO : EPOCH 1 - PROGRESS: at 79.91% examples, 728289 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:28:07,578 : INFO : EPOCH 1 - PROGRESS: at 80.26% examples, 728323 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:28:08,582 : INFO : EPOCH 1 - PROGRESS: at 80.61% examples, 728317 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:09,595 : INFO : EPOCH 1 - PROGRESS: at 80.96% examples, 728325 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:10,596 : INFO : EPOCH 1 - PROGRESS: at 81.32% examples, 728378 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:11,600 : INFO : EPOCH 1 - PROGRESS: at 81.69% examples, 728327 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:12,603 : INFO : EPOCH 1 - PROGRESS: at 82.05% examples, 728352 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:28:13,606 : INFO : EPOCH 1 - PROGRESS: at 82.38% examples, 728369 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:14,611 : INFO : EPOCH 1 - PROGRESS: at 82.75% examples, 728372 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:15,613 : INFO : EPOCH 1 - PROGRESS: at 83.10% examples, 728371 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:16,620 : INFO : EPOCH 1 - PROGRESS: at 83.45% examples, 728378 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:17,623 : INFO : EPOCH 1 - PROGRESS: at 83.82% examples, 728395 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:28:18,642 : INFO : EPOCH 1 - PROGRESS: at 84.15% examples, 728374 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:19,646 : INFO : EPOCH 1 - PROGRESS: at 84.50% examples, 728356 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:20,660 : INFO : EPOCH 1 - PROGRESS: at 84.85% examples, 728398 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:21,668 : INFO : EPOCH 1 - PROGRESS: at 85.19% examples, 728417 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:22,676 : INFO : EPOCH 1 - PROGRESS: at 85.54% examples, 728429 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:23,680 : INFO : EPOCH 1 - PROGRESS: at 85.89% examples, 728424 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:24,692 : INFO : EPOCH 1 - PROGRESS: at 86.24% examples, 728420 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:25,696 : INFO : EPOCH 1 - PROGRESS: at 86.57% examples, 728447 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:28:26,706 : INFO : EPOCH 1 - PROGRESS: at 86.93% examples, 728466 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:27,714 : INFO : EPOCH 1 - PROGRESS: at 87.27% examples, 728493 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:28,718 : INFO : EPOCH 1 - PROGRESS: at 87.62% examples, 728507 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:29,724 : INFO : EPOCH 1 - PROGRESS: at 87.96% examples, 728509 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:30,730 : INFO : EPOCH 1 - PROGRESS: at 88.33% examples, 728527 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:31,732 : INFO : EPOCH 1 - PROGRESS: at 88.70% examples, 728535 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:32,737 : INFO : EPOCH 1 - PROGRESS: at 89.04% examples, 728553 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:33,747 : INFO : EPOCH 1 - PROGRESS: at 89.38% examples, 728522 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:34,754 : INFO : EPOCH 1 - PROGRESS: at 89.73% examples, 728535 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:35,754 : INFO : EPOCH 1 - PROGRESS: at 90.10% examples, 728515 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:36,762 : INFO : EPOCH 1 - PROGRESS: at 90.47% examples, 728487 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:37,768 : INFO : EPOCH 1 - PROGRESS: at 90.79% examples, 728492 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:38,774 : INFO : EPOCH 1 - PROGRESS: at 91.13% examples, 728520 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:28:39,787 : INFO : EPOCH 1 - PROGRESS: at 91.48% examples, 728491 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:40,787 : INFO : EPOCH 1 - PROGRESS: at 91.84% examples, 728522 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:41,790 : INFO : EPOCH 1 - PROGRESS: at 92.20% examples, 728522 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:42,793 : INFO : EPOCH 1 - PROGRESS: at 92.54% examples, 728524 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:43,812 : INFO : EPOCH 1 - PROGRESS: at 92.89% examples, 728459 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:44,819 : INFO : EPOCH 1 - PROGRESS: at 93.23% examples, 728514 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:45,822 : INFO : EPOCH 1 - PROGRESS: at 93.57% examples, 728527 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:46,826 : INFO : EPOCH 1 - PROGRESS: at 93.93% examples, 728544 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:47,830 : INFO : EPOCH 1 - PROGRESS: at 94.30% examples, 728502 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:48,833 : INFO : EPOCH 1 - PROGRESS: at 94.64% examples, 728513 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:49,843 : INFO : EPOCH 1 - PROGRESS: at 94.99% examples, 728540 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:50,858 : INFO : EPOCH 1 - PROGRESS: at 95.34% examples, 728552 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:51,863 : INFO : EPOCH 1 - PROGRESS: at 95.70% examples, 728571 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:52,865 : INFO : EPOCH 1 - PROGRESS: at 96.09% examples, 728573 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:53,875 : INFO : EPOCH 1 - PROGRESS: at 96.45% examples, 728536 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:54,881 : INFO : EPOCH 1 - PROGRESS: at 96.81% examples, 728521 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:55,886 : INFO : EPOCH 1 - PROGRESS: at 97.18% examples, 728529 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:56,899 : INFO : EPOCH 1 - PROGRESS: at 97.55% examples, 728508 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:57,902 : INFO : EPOCH 1 - PROGRESS: at 97.92% examples, 728542 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:58,919 : INFO : EPOCH 1 - PROGRESS: at 98.28% examples, 728451 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:28:59,935 : INFO : EPOCH 1 - PROGRESS: at 98.61% examples, 728349 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:00,941 : INFO : EPOCH 1 - PROGRESS: at 98.95% examples, 728236 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:01,950 : INFO : EPOCH 1 - PROGRESS: at 99.29% examples, 728131 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:02,953 : INFO : EPOCH 1 - PROGRESS: at 99.63% examples, 727790 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:03,953 : INFO : EPOCH 1 - PROGRESS: at 99.93% examples, 727324 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:04,120 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 12:29:04,122 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 12:29:04,126 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 12:29:04,128 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 12:29:04,128 : INFO : EPOCH - 1 : training on 266972912 raw words (207414968 effective words) took 285.2s, 727358 effective words/s
2020-07-24 12:29:05,137 : INFO : EPOCH 2 - PROGRESS: at 0.36% examples, 716795 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:06,139 : INFO : EPOCH 2 - PROGRESS: at 0.69% examples, 725784 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:07,157 : INFO : EPOCH 2 - PROGRESS: at 1.05% examples, 722450 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:29:08,167 : INFO : EPOCH 2 - PROGRESS: at 1.43% examples, 723908 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:09,171 : INFO : EPOCH 2 - PROGRESS: at 1.79% examples, 727637 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:29:10,174 : INFO : EPOCH 2 - PROGRESS: at 2.15% examples, 726067 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:11,181 : INFO : EPOCH 2 - PROGRESS: at 2.52% examples, 726235 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:12,184 : INFO : EPOCH 2 - PROGRESS: at 2.89% examples, 726213 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:29:13,192 : INFO : EPOCH 2 - PROGRESS: at 3.24% examples, 727379 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:14,200 : INFO : EPOCH 2 - PROGRESS: at 3.58% examples, 727992 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:15,225 : INFO : EPOCH 2 - PROGRESS: at 3.95% examples, 727516 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:16,226 : INFO : EPOCH 2 - PROGRESS: at 4.33% examples, 726781 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:29:17,234 : INFO : EPOCH 2 - PROGRESS: at 4.70% examples, 726789 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:18,238 : INFO : EPOCH 2 - PROGRESS: at 5.07% examples, 727394 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:29:19,247 : INFO : EPOCH 2 - PROGRESS: at 5.41% examples, 728031 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:20,247 : INFO : EPOCH 2 - PROGRESS: at 5.75% examples, 728272 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:21,257 : INFO : EPOCH 2 - PROGRESS: at 6.10% examples, 728774 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:22,258 : INFO : EPOCH 2 - PROGRESS: at 6.47% examples, 728417 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:23,264 : INFO : EPOCH 2 - PROGRESS: at 6.83% examples, 728562 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:24,269 : INFO : EPOCH 2 - PROGRESS: at 7.19% examples, 728972 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:25,279 : INFO : EPOCH 2 - PROGRESS: at 7.52% examples, 728807 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:26,283 : INFO : EPOCH 2 - PROGRESS: at 7.88% examples, 729217 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:27,295 : INFO : EPOCH 2 - PROGRESS: at 8.22% examples, 729851 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:28,298 : INFO : EPOCH 2 - PROGRESS: at 8.58% examples, 730184 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:29,312 : INFO : EPOCH 2 - PROGRESS: at 8.89% examples, 730285 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:30,315 : INFO : EPOCH 2 - PROGRESS: at 9.24% examples, 730639 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:31,329 : INFO : EPOCH 2 - PROGRESS: at 9.58% examples, 730656 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:32,339 : INFO : EPOCH 2 - PROGRESS: at 9.94% examples, 730557 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:33,342 : INFO : EPOCH 2 - PROGRESS: at 10.29% examples, 730382 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:34,346 : INFO : EPOCH 2 - PROGRESS: at 10.63% examples, 730473 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:35,348 : INFO : EPOCH 2 - PROGRESS: at 10.99% examples, 730495 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:36,359 : INFO : EPOCH 2 - PROGRESS: at 11.34% examples, 730561 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:37,363 : INFO : EPOCH 2 - PROGRESS: at 11.71% examples, 730510 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:38,363 : INFO : EPOCH 2 - PROGRESS: at 12.08% examples, 730225 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:39,367 : INFO : EPOCH 2 - PROGRESS: at 12.45% examples, 729818 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:40,379 : INFO : EPOCH 2 - PROGRESS: at 12.80% examples, 730015 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:41,385 : INFO : EPOCH 2 - PROGRESS: at 13.16% examples, 730198 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:42,387 : INFO : EPOCH 2 - PROGRESS: at 13.52% examples, 730033 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:43,394 : INFO : EPOCH 2 - PROGRESS: at 13.88% examples, 730644 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:44,397 : INFO : EPOCH 2 - PROGRESS: at 14.24% examples, 730417 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:45,401 : INFO : EPOCH 2 - PROGRESS: at 14.61% examples, 730335 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:46,404 : INFO : EPOCH 2 - PROGRESS: at 14.96% examples, 730266 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:29:47,407 : INFO : EPOCH 2 - PROGRESS: at 15.30% examples, 730302 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:48,410 : INFO : EPOCH 2 - PROGRESS: at 15.64% examples, 730841 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:49,413 : INFO : EPOCH 2 - PROGRESS: at 15.99% examples, 730501 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:29:50,420 : INFO : EPOCH 2 - PROGRESS: at 16.35% examples, 730741 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:51,429 : INFO : EPOCH 2 - PROGRESS: at 16.71% examples, 730376 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:29:52,444 : INFO : EPOCH 2 - PROGRESS: at 17.07% examples, 730261 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:53,450 : INFO : EPOCH 2 - PROGRESS: at 17.44% examples, 730405 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:29:54,450 : INFO : EPOCH 2 - PROGRESS: at 17.80% examples, 730347 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:55,453 : INFO : EPOCH 2 - PROGRESS: at 18.14% examples, 730555 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:56,469 : INFO : EPOCH 2 - PROGRESS: at 18.50% examples, 730599 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:57,475 : INFO : EPOCH 2 - PROGRESS: at 18.87% examples, 730698 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:58,487 : INFO : EPOCH 2 - PROGRESS: at 19.22% examples, 730766 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:29:59,491 : INFO : EPOCH 2 - PROGRESS: at 19.58% examples, 730778 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:30:00,491 : INFO : EPOCH 2 - PROGRESS: at 19.94% examples, 730817 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:01,493 : INFO : EPOCH 2 - PROGRESS: at 20.25% examples, 730717 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:02,495 : INFO : EPOCH 2 - PROGRESS: at 20.61% examples, 730687 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:03,498 : INFO : EPOCH 2 - PROGRESS: at 20.99% examples, 730598 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:04,498 : INFO : EPOCH 2 - PROGRESS: at 21.31% examples, 730590 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:30:05,502 : INFO : EPOCH 2 - PROGRESS: at 21.66% examples, 730600 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:30:06,508 : INFO : EPOCH 2 - PROGRESS: at 22.00% examples, 730624 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:07,521 : INFO : EPOCH 2 - PROGRESS: at 22.38% examples, 730516 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:08,541 : INFO : EPOCH 2 - PROGRESS: at 22.72% examples, 730580 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:09,546 : INFO : EPOCH 2 - PROGRESS: at 23.07% examples, 730547 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:10,550 : INFO : EPOCH 2 - PROGRESS: at 23.44% examples, 730608 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:11,555 : INFO : EPOCH 2 - PROGRESS: at 23.80% examples, 730476 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:12,556 : INFO : EPOCH 2 - PROGRESS: at 24.14% examples, 730823 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:13,582 : INFO : EPOCH 2 - PROGRESS: at 24.48% examples, 730764 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:14,586 : INFO : EPOCH 2 - PROGRESS: at 24.83% examples, 730857 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:15,591 : INFO : EPOCH 2 - PROGRESS: at 25.20% examples, 730869 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:16,605 : INFO : EPOCH 2 - PROGRESS: at 25.56% examples, 730967 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:17,614 : INFO : EPOCH 2 - PROGRESS: at 25.94% examples, 730806 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:18,618 : INFO : EPOCH 2 - PROGRESS: at 26.31% examples, 730740 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:19,621 : INFO : EPOCH 2 - PROGRESS: at 26.68% examples, 730962 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:20,629 : INFO : EPOCH 2 - PROGRESS: at 27.04% examples, 731054 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:21,634 : INFO : EPOCH 2 - PROGRESS: at 27.38% examples, 731204 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:22,639 : INFO : EPOCH 2 - PROGRESS: at 27.72% examples, 731130 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:23,640 : INFO : EPOCH 2 - PROGRESS: at 28.07% examples, 730876 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:24,655 : INFO : EPOCH 2 - PROGRESS: at 28.44% examples, 730833 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:30:25,663 : INFO : EPOCH 2 - PROGRESS: at 28.81% examples, 730822 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:26,663 : INFO : EPOCH 2 - PROGRESS: at 29.15% examples, 731038 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:27,664 : INFO : EPOCH 2 - PROGRESS: at 29.49% examples, 731130 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:28,666 : INFO : EPOCH 2 - PROGRESS: at 29.84% examples, 730981 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:29,672 : INFO : EPOCH 2 - PROGRESS: at 30.18% examples, 731007 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:30,673 : INFO : EPOCH 2 - PROGRESS: at 30.52% examples, 731229 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:31,679 : INFO : EPOCH 2 - PROGRESS: at 30.89% examples, 731199 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:32,686 : INFO : EPOCH 2 - PROGRESS: at 31.27% examples, 731086 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:33,692 : INFO : EPOCH 2 - PROGRESS: at 31.62% examples, 731124 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:34,693 : INFO : EPOCH 2 - PROGRESS: at 31.98% examples, 731170 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:35,697 : INFO : EPOCH 2 - PROGRESS: at 32.33% examples, 731163 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:36,698 : INFO : EPOCH 2 - PROGRESS: at 32.67% examples, 731190 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:37,714 : INFO : EPOCH 2 - PROGRESS: at 33.03% examples, 731136 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:38,714 : INFO : EPOCH 2 - PROGRESS: at 33.40% examples, 731294 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:39,714 : INFO : EPOCH 2 - PROGRESS: at 33.75% examples, 731307 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:40,719 : INFO : EPOCH 2 - PROGRESS: at 34.08% examples, 731294 words/s, in_qsize 7, out_qsize 1
2020-07-24 12:30:41,730 : INFO : EPOCH 2 - PROGRESS: at 34.42% examples, 731328 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:42,736 : INFO : EPOCH 2 - PROGRESS: at 34.80% examples, 731300 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:43,736 : INFO : EPOCH 2 - PROGRESS: at 35.12% examples, 731316 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:44,742 : INFO : EPOCH 2 - PROGRESS: at 35.48% examples, 731351 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:45,743 : INFO : EPOCH 2 - PROGRESS: at 35.83% examples, 731370 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:46,744 : INFO : EPOCH 2 - PROGRESS: at 36.18% examples, 731334 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:47,748 : INFO : EPOCH 2 - PROGRESS: at 36.52% examples, 731369 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:30:48,757 : INFO : EPOCH 2 - PROGRESS: at 36.84% examples, 731442 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:49,770 : INFO : EPOCH 2 - PROGRESS: at 37.20% examples, 731513 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:50,772 : INFO : EPOCH 2 - PROGRESS: at 37.55% examples, 731485 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:51,776 : INFO : EPOCH 2 - PROGRESS: at 37.92% examples, 731408 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:52,779 : INFO : EPOCH 2 - PROGRESS: at 38.27% examples, 731478 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:53,789 : INFO : EPOCH 2 - PROGRESS: at 38.63% examples, 731368 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:54,794 : INFO : EPOCH 2 - PROGRESS: at 38.99% examples, 731436 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:55,800 : INFO : EPOCH 2 - PROGRESS: at 39.35% examples, 731492 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:56,805 : INFO : EPOCH 2 - PROGRESS: at 39.73% examples, 731465 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:57,812 : INFO : EPOCH 2 - PROGRESS: at 40.06% examples, 731512 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:58,816 : INFO : EPOCH 2 - PROGRESS: at 40.43% examples, 731514 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:30:59,817 : INFO : EPOCH 2 - PROGRESS: at 40.76% examples, 731603 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:31:00,827 : INFO : EPOCH 2 - PROGRESS: at 41.12% examples, 731521 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:01,830 : INFO : EPOCH 2 - PROGRESS: at 41.48% examples, 731619 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:02,848 : INFO : EPOCH 2 - PROGRESS: at 41.85% examples, 731576 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:03,858 : INFO : EPOCH 2 - PROGRESS: at 42.20% examples, 731611 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:04,858 : INFO : EPOCH 2 - PROGRESS: at 42.55% examples, 731628 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:05,862 : INFO : EPOCH 2 - PROGRESS: at 42.90% examples, 731694 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:06,869 : INFO : EPOCH 2 - PROGRESS: at 43.27% examples, 731662 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:07,877 : INFO : EPOCH 2 - PROGRESS: at 43.61% examples, 731607 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:08,892 : INFO : EPOCH 2 - PROGRESS: at 43.98% examples, 731587 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:31:09,896 : INFO : EPOCH 2 - PROGRESS: at 44.35% examples, 731606 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:10,897 : INFO : EPOCH 2 - PROGRESS: at 44.73% examples, 731661 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:11,903 : INFO : EPOCH 2 - PROGRESS: at 45.09% examples, 731586 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:12,905 : INFO : EPOCH 2 - PROGRESS: at 45.46% examples, 731656 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:13,913 : INFO : EPOCH 2 - PROGRESS: at 45.79% examples, 731614 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:14,914 : INFO : EPOCH 2 - PROGRESS: at 46.19% examples, 731633 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:15,920 : INFO : EPOCH 2 - PROGRESS: at 46.56% examples, 731559 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:16,925 : INFO : EPOCH 2 - PROGRESS: at 46.91% examples, 731596 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:17,928 : INFO : EPOCH 2 - PROGRESS: at 47.28% examples, 731525 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:18,937 : INFO : EPOCH 2 - PROGRESS: at 47.65% examples, 731439 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:19,937 : INFO : EPOCH 2 - PROGRESS: at 48.03% examples, 731424 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:31:20,944 : INFO : EPOCH 2 - PROGRESS: at 48.39% examples, 731447 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:21,945 : INFO : EPOCH 2 - PROGRESS: at 48.75% examples, 731475 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:22,948 : INFO : EPOCH 2 - PROGRESS: at 49.10% examples, 731435 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:23,955 : INFO : EPOCH 2 - PROGRESS: at 49.45% examples, 731493 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:31:24,957 : INFO : EPOCH 2 - PROGRESS: at 49.80% examples, 731435 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:25,965 : INFO : EPOCH 2 - PROGRESS: at 50.15% examples, 731552 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:31:26,966 : INFO : EPOCH 2 - PROGRESS: at 50.50% examples, 731542 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:27,969 : INFO : EPOCH 2 - PROGRESS: at 50.85% examples, 731530 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:28,970 : INFO : EPOCH 2 - PROGRESS: at 51.20% examples, 731551 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:29,979 : INFO : EPOCH 2 - PROGRESS: at 51.58% examples, 731462 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:30,991 : INFO : EPOCH 2 - PROGRESS: at 51.92% examples, 731408 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:32,009 : INFO : EPOCH 2 - PROGRESS: at 52.30% examples, 731394 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:33,027 : INFO : EPOCH 2 - PROGRESS: at 52.67% examples, 731441 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:34,048 : INFO : EPOCH 2 - PROGRESS: at 53.01% examples, 731445 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:35,052 : INFO : EPOCH 2 - PROGRESS: at 53.37% examples, 731457 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:36,057 : INFO : EPOCH 2 - PROGRESS: at 53.71% examples, 731478 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:37,059 : INFO : EPOCH 2 - PROGRESS: at 54.04% examples, 731518 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:38,067 : INFO : EPOCH 2 - PROGRESS: at 54.39% examples, 731518 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:39,074 : INFO : EPOCH 2 - PROGRESS: at 54.75% examples, 731352 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:40,084 : INFO : EPOCH 2 - PROGRESS: at 55.08% examples, 731240 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:41,103 : INFO : EPOCH 2 - PROGRESS: at 55.40% examples, 731224 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:42,129 : INFO : EPOCH 2 - PROGRESS: at 55.72% examples, 731099 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:43,135 : INFO : EPOCH 2 - PROGRESS: at 56.06% examples, 730929 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:44,143 : INFO : EPOCH 2 - PROGRESS: at 56.34% examples, 730153 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:45,143 : INFO : EPOCH 2 - PROGRESS: at 56.65% examples, 729652 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:46,146 : INFO : EPOCH 2 - PROGRESS: at 57.03% examples, 729653 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:47,152 : INFO : EPOCH 2 - PROGRESS: at 57.35% examples, 729734 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:48,152 : INFO : EPOCH 2 - PROGRESS: at 57.72% examples, 729662 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:49,155 : INFO : EPOCH 2 - PROGRESS: at 58.06% examples, 729711 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:50,157 : INFO : EPOCH 2 - PROGRESS: at 58.41% examples, 729777 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:51,167 : INFO : EPOCH 2 - PROGRESS: at 58.75% examples, 729721 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:52,171 : INFO : EPOCH 2 - PROGRESS: at 59.13% examples, 729723 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:53,178 : INFO : EPOCH 2 - PROGRESS: at 59.51% examples, 729749 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:54,183 : INFO : EPOCH 2 - PROGRESS: at 59.84% examples, 729768 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:55,195 : INFO : EPOCH 2 - PROGRESS: at 60.19% examples, 729787 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:56,201 : INFO : EPOCH 2 - PROGRESS: at 60.55% examples, 729810 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:57,210 : INFO : EPOCH 2 - PROGRESS: at 60.90% examples, 729818 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:58,222 : INFO : EPOCH 2 - PROGRESS: at 61.28% examples, 729802 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:31:59,223 : INFO : EPOCH 2 - PROGRESS: at 61.65% examples, 729785 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:00,223 : INFO : EPOCH 2 - PROGRESS: at 62.01% examples, 729761 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:01,226 : INFO : EPOCH 2 - PROGRESS: at 62.37% examples, 729788 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:02,236 : INFO : EPOCH 2 - PROGRESS: at 62.73% examples, 729845 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:03,252 : INFO : EPOCH 2 - PROGRESS: at 63.10% examples, 729804 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:04,269 : INFO : EPOCH 2 - PROGRESS: at 63.47% examples, 729762 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:05,271 : INFO : EPOCH 2 - PROGRESS: at 63.82% examples, 729841 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:32:06,272 : INFO : EPOCH 2 - PROGRESS: at 64.18% examples, 729876 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:07,274 : INFO : EPOCH 2 - PROGRESS: at 64.53% examples, 729900 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:08,282 : INFO : EPOCH 2 - PROGRESS: at 64.88% examples, 730002 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:09,295 : INFO : EPOCH 2 - PROGRESS: at 65.25% examples, 729944 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:10,301 : INFO : EPOCH 2 - PROGRESS: at 65.60% examples, 729961 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:11,303 : INFO : EPOCH 2 - PROGRESS: at 65.96% examples, 729921 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:12,311 : INFO : EPOCH 2 - PROGRESS: at 66.33% examples, 729922 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:13,315 : INFO : EPOCH 2 - PROGRESS: at 66.69% examples, 729950 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:14,320 : INFO : EPOCH 2 - PROGRESS: at 67.06% examples, 729910 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:15,324 : INFO : EPOCH 2 - PROGRESS: at 67.39% examples, 729950 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:16,325 : INFO : EPOCH 2 - PROGRESS: at 67.75% examples, 729961 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:17,336 : INFO : EPOCH 2 - PROGRESS: at 68.09% examples, 729941 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:18,341 : INFO : EPOCH 2 - PROGRESS: at 68.44% examples, 729946 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:32:19,360 : INFO : EPOCH 2 - PROGRESS: at 68.80% examples, 729924 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:20,372 : INFO : EPOCH 2 - PROGRESS: at 69.15% examples, 729949 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:21,375 : INFO : EPOCH 2 - PROGRESS: at 69.48% examples, 730041 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:22,376 : INFO : EPOCH 2 - PROGRESS: at 69.86% examples, 729976 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:32:23,377 : INFO : EPOCH 2 - PROGRESS: at 70.20% examples, 730002 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:24,394 : INFO : EPOCH 2 - PROGRESS: at 70.55% examples, 729978 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:25,399 : INFO : EPOCH 2 - PROGRESS: at 70.91% examples, 730063 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:26,410 : INFO : EPOCH 2 - PROGRESS: at 71.25% examples, 730061 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:27,414 : INFO : EPOCH 2 - PROGRESS: at 71.62% examples, 730083 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:28,426 : INFO : EPOCH 2 - PROGRESS: at 72.00% examples, 730093 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:29,427 : INFO : EPOCH 2 - PROGRESS: at 72.39% examples, 730045 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:30,433 : INFO : EPOCH 2 - PROGRESS: at 72.75% examples, 730070 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:31,448 : INFO : EPOCH 2 - PROGRESS: at 73.09% examples, 730066 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:32,452 : INFO : EPOCH 2 - PROGRESS: at 73.46% examples, 730107 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:33,456 : INFO : EPOCH 2 - PROGRESS: at 73.79% examples, 730088 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:34,456 : INFO : EPOCH 2 - PROGRESS: at 74.12% examples, 730088 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:35,462 : INFO : EPOCH 2 - PROGRESS: at 74.46% examples, 730101 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:36,462 : INFO : EPOCH 2 - PROGRESS: at 74.81% examples, 730128 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:37,466 : INFO : EPOCH 2 - PROGRESS: at 75.17% examples, 730129 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:38,470 : INFO : EPOCH 2 - PROGRESS: at 75.52% examples, 730171 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:39,474 : INFO : EPOCH 2 - PROGRESS: at 75.84% examples, 730218 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:40,477 : INFO : EPOCH 2 - PROGRESS: at 76.20% examples, 730212 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:41,490 : INFO : EPOCH 2 - PROGRESS: at 76.57% examples, 730219 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:42,492 : INFO : EPOCH 2 - PROGRESS: at 76.93% examples, 730241 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:43,503 : INFO : EPOCH 2 - PROGRESS: at 77.27% examples, 730239 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:44,515 : INFO : EPOCH 2 - PROGRESS: at 77.61% examples, 730198 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:45,517 : INFO : EPOCH 2 - PROGRESS: at 77.97% examples, 730191 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:46,518 : INFO : EPOCH 2 - PROGRESS: at 78.34% examples, 730204 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:32:47,522 : INFO : EPOCH 2 - PROGRESS: at 78.68% examples, 730187 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:48,525 : INFO : EPOCH 2 - PROGRESS: at 79.02% examples, 730242 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:49,533 : INFO : EPOCH 2 - PROGRESS: at 79.35% examples, 730274 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:50,537 : INFO : EPOCH 2 - PROGRESS: at 79.71% examples, 730294 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:32:51,540 : INFO : EPOCH 2 - PROGRESS: at 80.07% examples, 730286 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:52,553 : INFO : EPOCH 2 - PROGRESS: at 80.41% examples, 730313 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:53,557 : INFO : EPOCH 2 - PROGRESS: at 80.77% examples, 730333 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:32:54,557 : INFO : EPOCH 2 - PROGRESS: at 81.11% examples, 730389 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:55,558 : INFO : EPOCH 2 - PROGRESS: at 81.47% examples, 730378 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:56,561 : INFO : EPOCH 2 - PROGRESS: at 81.87% examples, 730369 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:57,584 : INFO : EPOCH 2 - PROGRESS: at 82.20% examples, 730382 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:58,594 : INFO : EPOCH 2 - PROGRESS: at 82.56% examples, 730391 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:32:59,595 : INFO : EPOCH 2 - PROGRESS: at 82.92% examples, 730428 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:00,604 : INFO : EPOCH 2 - PROGRESS: at 83.25% examples, 730425 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:01,605 : INFO : EPOCH 2 - PROGRESS: at 83.63% examples, 730432 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:02,610 : INFO : EPOCH 2 - PROGRESS: at 84.00% examples, 730414 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:33:03,613 : INFO : EPOCH 2 - PROGRESS: at 84.30% examples, 730417 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:33:04,627 : INFO : EPOCH 2 - PROGRESS: at 84.67% examples, 730379 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:05,635 : INFO : EPOCH 2 - PROGRESS: at 85.01% examples, 730407 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:06,640 : INFO : EPOCH 2 - PROGRESS: at 85.37% examples, 730378 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:07,643 : INFO : EPOCH 2 - PROGRESS: at 85.71% examples, 730369 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:08,648 : INFO : EPOCH 2 - PROGRESS: at 86.05% examples, 730425 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:09,651 : INFO : EPOCH 2 - PROGRESS: at 86.40% examples, 730460 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:10,659 : INFO : EPOCH 2 - PROGRESS: at 86.74% examples, 730459 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:11,665 : INFO : EPOCH 2 - PROGRESS: at 87.09% examples, 730430 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:12,682 : INFO : EPOCH 2 - PROGRESS: at 87.43% examples, 730445 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:33:13,684 : INFO : EPOCH 2 - PROGRESS: at 87.79% examples, 730465 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:14,693 : INFO : EPOCH 2 - PROGRESS: at 88.12% examples, 730515 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:15,703 : INFO : EPOCH 2 - PROGRESS: at 88.50% examples, 730517 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:16,711 : INFO : EPOCH 2 - PROGRESS: at 88.88% examples, 730470 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:17,722 : INFO : EPOCH 2 - PROGRESS: at 89.20% examples, 730501 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:33:18,727 : INFO : EPOCH 2 - PROGRESS: at 89.56% examples, 730489 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:19,734 : INFO : EPOCH 2 - PROGRESS: at 89.91% examples, 730485 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:20,741 : INFO : EPOCH 2 - PROGRESS: at 90.28% examples, 730475 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:21,744 : INFO : EPOCH 2 - PROGRESS: at 90.62% examples, 730503 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:22,757 : INFO : EPOCH 2 - PROGRESS: at 90.96% examples, 730487 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:23,771 : INFO : EPOCH 2 - PROGRESS: at 91.31% examples, 730494 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:24,772 : INFO : EPOCH 2 - PROGRESS: at 91.67% examples, 730503 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:25,775 : INFO : EPOCH 2 - PROGRESS: at 92.02% examples, 730544 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:26,777 : INFO : EPOCH 2 - PROGRESS: at 92.38% examples, 730516 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:27,794 : INFO : EPOCH 2 - PROGRESS: at 92.74% examples, 730517 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:28,802 : INFO : EPOCH 2 - PROGRESS: at 93.08% examples, 730488 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:29,811 : INFO : EPOCH 2 - PROGRESS: at 93.41% examples, 730558 words/s, in_qsize 7, out_qsize 1
2020-07-24 12:33:30,817 : INFO : EPOCH 2 - PROGRESS: at 93.77% examples, 730550 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:31,818 : INFO : EPOCH 2 - PROGRESS: at 94.15% examples, 730566 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:32,820 : INFO : EPOCH 2 - PROGRESS: at 94.51% examples, 730562 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:33:33,826 : INFO : EPOCH 2 - PROGRESS: at 94.83% examples, 730534 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:34,835 : INFO : EPOCH 2 - PROGRESS: at 95.20% examples, 730522 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:35,836 : INFO : EPOCH 2 - PROGRESS: at 95.55% examples, 730548 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:36,847 : INFO : EPOCH 2 - PROGRESS: at 95.92% examples, 730556 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:37,856 : INFO : EPOCH 2 - PROGRESS: at 96.29% examples, 730549 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:38,859 : INFO : EPOCH 2 - PROGRESS: at 96.66% examples, 730531 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:39,874 : INFO : EPOCH 2 - PROGRESS: at 97.03% examples, 730523 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:40,881 : INFO : EPOCH 2 - PROGRESS: at 97.40% examples, 730505 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:41,899 : INFO : EPOCH 2 - PROGRESS: at 97.77% examples, 730532 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:33:42,900 : INFO : EPOCH 2 - PROGRESS: at 98.13% examples, 730489 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:43,909 : INFO : EPOCH 2 - PROGRESS: at 98.48% examples, 730536 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:44,924 : INFO : EPOCH 2 - PROGRESS: at 98.83% examples, 730543 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:45,926 : INFO : EPOCH 2 - PROGRESS: at 99.20% examples, 730555 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:46,929 : INFO : EPOCH 2 - PROGRESS: at 99.59% examples, 730513 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:47,933 : INFO : EPOCH 2 - PROGRESS: at 99.95% examples, 730532 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:33:48,034 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 12:33:48,045 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 12:33:48,046 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 12:33:48,052 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 12:33:48,053 : INFO : EPOCH - 2 : training on 266972912 raw words (207419068 effective words) took 283.9s, 730551 effective words/s
2020-07-24 12:33:49,064 : INFO : EPOCH 3 - PROGRESS: at 0.36% examples, 710820 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:50,074 : INFO : EPOCH 3 - PROGRESS: at 0.69% examples, 717078 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:51,096 : INFO : EPOCH 3 - PROGRESS: at 1.05% examples, 719301 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:33:52,096 : INFO : EPOCH 3 - PROGRESS: at 1.42% examples, 718756 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:53,100 : INFO : EPOCH 3 - PROGRESS: at 1.77% examples, 717898 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:54,105 : INFO : EPOCH 3 - PROGRESS: at 2.13% examples, 719666 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:55,106 : INFO : EPOCH 3 - PROGRESS: at 2.49% examples, 719948 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:56,108 : INFO : EPOCH 3 - PROGRESS: at 2.87% examples, 719759 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:57,117 : INFO : EPOCH 3 - PROGRESS: at 3.21% examples, 721934 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:33:58,131 : INFO : EPOCH 3 - PROGRESS: at 3.55% examples, 721868 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:33:59,135 : INFO : EPOCH 3 - PROGRESS: at 3.91% examples, 721342 words/s, in_qsize 7, out_qsize 1
2020-07-24 12:34:00,158 : INFO : EPOCH 3 - PROGRESS: at 4.29% examples, 721081 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:01,176 : INFO : EPOCH 3 - PROGRESS: at 4.67% examples, 720813 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:02,182 : INFO : EPOCH 3 - PROGRESS: at 5.03% examples, 721640 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:03,193 : INFO : EPOCH 3 - PROGRESS: at 5.38% examples, 722312 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:04,200 : INFO : EPOCH 3 - PROGRESS: at 5.72% examples, 722909 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:05,206 : INFO : EPOCH 3 - PROGRESS: at 6.06% examples, 723335 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:06,218 : INFO : EPOCH 3 - PROGRESS: at 6.44% examples, 723551 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:07,219 : INFO : EPOCH 3 - PROGRESS: at 6.79% examples, 723227 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:08,228 : INFO : EPOCH 3 - PROGRESS: at 7.15% examples, 723474 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:09,234 : INFO : EPOCH 3 - PROGRESS: at 7.49% examples, 723530 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:10,238 : INFO : EPOCH 3 - PROGRESS: at 7.83% examples, 723774 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:11,241 : INFO : EPOCH 3 - PROGRESS: at 8.18% examples, 724316 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:34:12,257 : INFO : EPOCH 3 - PROGRESS: at 8.52% examples, 724382 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:13,263 : INFO : EPOCH 3 - PROGRESS: at 8.83% examples, 724491 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:14,272 : INFO : EPOCH 3 - PROGRESS: at 9.18% examples, 724616 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:15,274 : INFO : EPOCH 3 - PROGRESS: at 9.52% examples, 724927 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:16,276 : INFO : EPOCH 3 - PROGRESS: at 9.86% examples, 724358 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:34:17,278 : INFO : EPOCH 3 - PROGRESS: at 10.22% examples, 724867 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:18,283 : INFO : EPOCH 3 - PROGRESS: at 10.56% examples, 725275 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:19,294 : INFO : EPOCH 3 - PROGRESS: at 10.90% examples, 724298 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:20,304 : INFO : EPOCH 3 - PROGRESS: at 11.23% examples, 723291 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:21,307 : INFO : EPOCH 3 - PROGRESS: at 11.58% examples, 722265 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:22,317 : INFO : EPOCH 3 - PROGRESS: at 11.93% examples, 721290 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:23,325 : INFO : EPOCH 3 - PROGRESS: at 12.24% examples, 717326 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:24,328 : INFO : EPOCH 3 - PROGRESS: at 12.56% examples, 716138 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:25,328 : INFO : EPOCH 3 - PROGRESS: at 12.91% examples, 716600 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:26,341 : INFO : EPOCH 3 - PROGRESS: at 13.27% examples, 716889 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:27,342 : INFO : EPOCH 3 - PROGRESS: at 13.63% examples, 717237 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:28,345 : INFO : EPOCH 3 - PROGRESS: at 13.99% examples, 717379 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:29,368 : INFO : EPOCH 3 - PROGRESS: at 14.36% examples, 717391 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:30,370 : INFO : EPOCH 3 - PROGRESS: at 14.70% examples, 717812 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:31,381 : INFO : EPOCH 3 - PROGRESS: at 15.08% examples, 718027 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:34:32,390 : INFO : EPOCH 3 - PROGRESS: at 15.41% examples, 718281 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:33,400 : INFO : EPOCH 3 - PROGRESS: at 15.76% examples, 718611 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:34,403 : INFO : EPOCH 3 - PROGRESS: at 16.11% examples, 718820 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:35,408 : INFO : EPOCH 3 - PROGRESS: at 16.46% examples, 718974 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:36,414 : INFO : EPOCH 3 - PROGRESS: at 16.84% examples, 718828 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:37,415 : INFO : EPOCH 3 - PROGRESS: at 17.18% examples, 719201 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:38,422 : INFO : EPOCH 3 - PROGRESS: at 17.54% examples, 719466 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:39,431 : INFO : EPOCH 3 - PROGRESS: at 17.90% examples, 719521 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:40,433 : INFO : EPOCH 3 - PROGRESS: at 18.25% examples, 719840 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:41,441 : INFO : EPOCH 3 - PROGRESS: at 18.60% examples, 719841 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:42,443 : INFO : EPOCH 3 - PROGRESS: at 18.96% examples, 720120 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:34:43,444 : INFO : EPOCH 3 - PROGRESS: at 19.30% examples, 720268 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:44,453 : INFO : EPOCH 3 - PROGRESS: at 19.66% examples, 720229 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:45,455 : INFO : EPOCH 3 - PROGRESS: at 20.01% examples, 720451 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:46,467 : INFO : EPOCH 3 - PROGRESS: at 20.33% examples, 720456 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:47,467 : INFO : EPOCH 3 - PROGRESS: at 20.68% examples, 720572 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:48,469 : INFO : EPOCH 3 - PROGRESS: at 21.06% examples, 720726 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:49,482 : INFO : EPOCH 3 - PROGRESS: at 21.39% examples, 720712 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:50,482 : INFO : EPOCH 3 - PROGRESS: at 21.74% examples, 720862 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:51,484 : INFO : EPOCH 3 - PROGRESS: at 22.10% examples, 720868 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:34:52,494 : INFO : EPOCH 3 - PROGRESS: at 22.45% examples, 720989 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:53,503 : INFO : EPOCH 3 - PROGRESS: at 22.78% examples, 721238 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:54,523 : INFO : EPOCH 3 - PROGRESS: at 23.15% examples, 721199 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:55,533 : INFO : EPOCH 3 - PROGRESS: at 23.51% examples, 721254 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:56,533 : INFO : EPOCH 3 - PROGRESS: at 23.86% examples, 721310 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:57,538 : INFO : EPOCH 3 - PROGRESS: at 24.20% examples, 721622 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:58,541 : INFO : EPOCH 3 - PROGRESS: at 24.53% examples, 721667 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:34:59,552 : INFO : EPOCH 3 - PROGRESS: at 24.87% examples, 721812 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:00,557 : INFO : EPOCH 3 - PROGRESS: at 25.26% examples, 721960 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:01,562 : INFO : EPOCH 3 - PROGRESS: at 25.61% examples, 722108 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:02,575 : INFO : EPOCH 3 - PROGRESS: at 25.99% examples, 722028 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:03,591 : INFO : EPOCH 3 - PROGRESS: at 26.35% examples, 721872 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:04,593 : INFO : EPOCH 3 - PROGRESS: at 26.72% examples, 722054 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:05,596 : INFO : EPOCH 3 - PROGRESS: at 27.07% examples, 722212 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:06,598 : INFO : EPOCH 3 - PROGRESS: at 27.41% examples, 722403 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:07,606 : INFO : EPOCH 3 - PROGRESS: at 27.75% examples, 722497 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:08,611 : INFO : EPOCH 3 - PROGRESS: at 28.12% examples, 722629 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:09,617 : INFO : EPOCH 3 - PROGRESS: at 28.48% examples, 722599 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:35:10,619 : INFO : EPOCH 3 - PROGRESS: at 28.85% examples, 722613 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:11,619 : INFO : EPOCH 3 - PROGRESS: at 29.17% examples, 722725 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:12,622 : INFO : EPOCH 3 - PROGRESS: at 29.51% examples, 722872 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:13,628 : INFO : EPOCH 3 - PROGRESS: at 29.87% examples, 722895 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:14,633 : INFO : EPOCH 3 - PROGRESS: at 30.20% examples, 722901 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:15,644 : INFO : EPOCH 3 - PROGRESS: at 30.54% examples, 723006 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:16,644 : INFO : EPOCH 3 - PROGRESS: at 30.90% examples, 722970 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:17,649 : INFO : EPOCH 3 - PROGRESS: at 31.28% examples, 722866 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:18,654 : INFO : EPOCH 3 - PROGRESS: at 31.63% examples, 723000 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:19,666 : INFO : EPOCH 3 - PROGRESS: at 31.99% examples, 722983 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:20,674 : INFO : EPOCH 3 - PROGRESS: at 32.34% examples, 722995 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:21,688 : INFO : EPOCH 3 - PROGRESS: at 32.68% examples, 723111 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:22,690 : INFO : EPOCH 3 - PROGRESS: at 33.05% examples, 723240 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:23,716 : INFO : EPOCH 3 - PROGRESS: at 33.40% examples, 723136 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:24,717 : INFO : EPOCH 3 - PROGRESS: at 33.75% examples, 723192 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:25,727 : INFO : EPOCH 3 - PROGRESS: at 34.09% examples, 723331 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:26,730 : INFO : EPOCH 3 - PROGRESS: at 34.42% examples, 723439 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:27,734 : INFO : EPOCH 3 - PROGRESS: at 34.80% examples, 723424 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:28,738 : INFO : EPOCH 3 - PROGRESS: at 35.14% examples, 723703 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:29,760 : INFO : EPOCH 3 - PROGRESS: at 35.49% examples, 723672 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:30,781 : INFO : EPOCH 3 - PROGRESS: at 35.84% examples, 723668 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:31,785 : INFO : EPOCH 3 - PROGRESS: at 36.20% examples, 723795 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:32,788 : INFO : EPOCH 3 - PROGRESS: at 36.53% examples, 723965 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:33,794 : INFO : EPOCH 3 - PROGRESS: at 36.86% examples, 724014 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:34,809 : INFO : EPOCH 3 - PROGRESS: at 37.21% examples, 724019 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:35,818 : INFO : EPOCH 3 - PROGRESS: at 37.55% examples, 724045 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:36,826 : INFO : EPOCH 3 - PROGRESS: at 37.93% examples, 724082 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:37,826 : INFO : EPOCH 3 - PROGRESS: at 38.27% examples, 724080 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:38,830 : INFO : EPOCH 3 - PROGRESS: at 38.64% examples, 724135 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:39,836 : INFO : EPOCH 3 - PROGRESS: at 39.00% examples, 724195 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:40,838 : INFO : EPOCH 3 - PROGRESS: at 39.35% examples, 724200 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:41,842 : INFO : EPOCH 3 - PROGRESS: at 39.72% examples, 724249 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:42,842 : INFO : EPOCH 3 - PROGRESS: at 40.05% examples, 724355 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:43,860 : INFO : EPOCH 3 - PROGRESS: at 40.42% examples, 724245 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:44,876 : INFO : EPOCH 3 - PROGRESS: at 40.75% examples, 724319 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:45,879 : INFO : EPOCH 3 - PROGRESS: at 41.12% examples, 724444 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:46,894 : INFO : EPOCH 3 - PROGRESS: at 41.47% examples, 724461 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:47,899 : INFO : EPOCH 3 - PROGRESS: at 41.84% examples, 724511 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:48,920 : INFO : EPOCH 3 - PROGRESS: at 42.19% examples, 724438 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:49,922 : INFO : EPOCH 3 - PROGRESS: at 42.54% examples, 724521 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:50,928 : INFO : EPOCH 3 - PROGRESS: at 42.89% examples, 724481 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:51,934 : INFO : EPOCH 3 - PROGRESS: at 43.25% examples, 724660 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:52,942 : INFO : EPOCH 3 - PROGRESS: at 43.60% examples, 724623 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:53,959 : INFO : EPOCH 3 - PROGRESS: at 43.96% examples, 724611 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:54,968 : INFO : EPOCH 3 - PROGRESS: at 44.33% examples, 724584 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:55,981 : INFO : EPOCH 3 - PROGRESS: at 44.71% examples, 724598 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:56,983 : INFO : EPOCH 3 - PROGRESS: at 45.06% examples, 724572 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:57,986 : INFO : EPOCH 3 - PROGRESS: at 45.43% examples, 724633 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:35:58,998 : INFO : EPOCH 3 - PROGRESS: at 45.76% examples, 724663 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:00,006 : INFO : EPOCH 3 - PROGRESS: at 46.15% examples, 724657 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:36:01,012 : INFO : EPOCH 3 - PROGRESS: at 46.53% examples, 724647 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:02,020 : INFO : EPOCH 3 - PROGRESS: at 46.88% examples, 724666 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:03,030 : INFO : EPOCH 3 - PROGRESS: at 47.25% examples, 724658 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:04,051 : INFO : EPOCH 3 - PROGRESS: at 47.62% examples, 724605 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:05,054 : INFO : EPOCH 3 - PROGRESS: at 48.00% examples, 724614 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:36:06,057 : INFO : EPOCH 3 - PROGRESS: at 48.37% examples, 724679 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:07,060 : INFO : EPOCH 3 - PROGRESS: at 48.72% examples, 724769 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:08,066 : INFO : EPOCH 3 - PROGRESS: at 49.08% examples, 724764 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:09,071 : INFO : EPOCH 3 - PROGRESS: at 49.42% examples, 724793 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:10,081 : INFO : EPOCH 3 - PROGRESS: at 49.77% examples, 724830 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:11,082 : INFO : EPOCH 3 - PROGRESS: at 50.10% examples, 724899 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:12,102 : INFO : EPOCH 3 - PROGRESS: at 50.46% examples, 724890 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:13,103 : INFO : EPOCH 3 - PROGRESS: at 50.83% examples, 724914 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:14,116 : INFO : EPOCH 3 - PROGRESS: at 51.16% examples, 725015 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:15,119 : INFO : EPOCH 3 - PROGRESS: at 51.55% examples, 724963 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:16,127 : INFO : EPOCH 3 - PROGRESS: at 51.89% examples, 725039 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:17,147 : INFO : EPOCH 3 - PROGRESS: at 52.25% examples, 725014 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:18,149 : INFO : EPOCH 3 - PROGRESS: at 52.64% examples, 725013 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:19,153 : INFO : EPOCH 3 - PROGRESS: at 52.97% examples, 725071 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:20,160 : INFO : EPOCH 3 - PROGRESS: at 53.31% examples, 725079 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:21,161 : INFO : EPOCH 3 - PROGRESS: at 53.66% examples, 725147 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:22,162 : INFO : EPOCH 3 - PROGRESS: at 54.00% examples, 725195 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:23,174 : INFO : EPOCH 3 - PROGRESS: at 54.33% examples, 725216 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:24,178 : INFO : EPOCH 3 - PROGRESS: at 54.71% examples, 725213 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:25,192 : INFO : EPOCH 3 - PROGRESS: at 55.05% examples, 725232 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:26,197 : INFO : EPOCH 3 - PROGRESS: at 55.37% examples, 725335 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:27,200 : INFO : EPOCH 3 - PROGRESS: at 55.69% examples, 725367 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:28,203 : INFO : EPOCH 3 - PROGRESS: at 56.03% examples, 725283 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:29,222 : INFO : EPOCH 3 - PROGRESS: at 56.37% examples, 725302 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:30,233 : INFO : EPOCH 3 - PROGRESS: at 56.72% examples, 725357 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:31,235 : INFO : EPOCH 3 - PROGRESS: at 57.09% examples, 725339 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:32,240 : INFO : EPOCH 3 - PROGRESS: at 57.42% examples, 725340 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:33,246 : INFO : EPOCH 3 - PROGRESS: at 57.79% examples, 725342 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:34,256 : INFO : EPOCH 3 - PROGRESS: at 58.14% examples, 725405 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:35,259 : INFO : EPOCH 3 - PROGRESS: at 58.48% examples, 725425 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:36,261 : INFO : EPOCH 3 - PROGRESS: at 58.82% examples, 725466 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:37,262 : INFO : EPOCH 3 - PROGRESS: at 59.20% examples, 725443 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:38,262 : INFO : EPOCH 3 - PROGRESS: at 59.56% examples, 725444 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:39,272 : INFO : EPOCH 3 - PROGRESS: at 59.90% examples, 725491 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:40,276 : INFO : EPOCH 3 - PROGRESS: at 60.23% examples, 725498 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:36:41,278 : INFO : EPOCH 3 - PROGRESS: at 60.59% examples, 725459 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:42,292 : INFO : EPOCH 3 - PROGRESS: at 60.95% examples, 725524 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:43,306 : INFO : EPOCH 3 - PROGRESS: at 61.33% examples, 725445 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:44,311 : INFO : EPOCH 3 - PROGRESS: at 61.69% examples, 725384 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:36:45,317 : INFO : EPOCH 3 - PROGRESS: at 62.05% examples, 725395 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:46,319 : INFO : EPOCH 3 - PROGRESS: at 62.40% examples, 725408 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:47,333 : INFO : EPOCH 3 - PROGRESS: at 62.76% examples, 725419 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:48,339 : INFO : EPOCH 3 - PROGRESS: at 63.13% examples, 725470 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:49,347 : INFO : EPOCH 3 - PROGRESS: at 63.50% examples, 725429 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:50,354 : INFO : EPOCH 3 - PROGRESS: at 63.84% examples, 725446 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:51,355 : INFO : EPOCH 3 - PROGRESS: at 64.20% examples, 725458 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:52,361 : INFO : EPOCH 3 - PROGRESS: at 64.55% examples, 725476 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:53,366 : INFO : EPOCH 3 - PROGRESS: at 64.90% examples, 725534 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:54,376 : INFO : EPOCH 3 - PROGRESS: at 65.26% examples, 725539 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:55,378 : INFO : EPOCH 3 - PROGRESS: at 65.61% examples, 725515 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:56,379 : INFO : EPOCH 3 - PROGRESS: at 65.97% examples, 725544 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:57,389 : INFO : EPOCH 3 - PROGRESS: at 66.34% examples, 725535 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:58,391 : INFO : EPOCH 3 - PROGRESS: at 66.69% examples, 725550 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:36:59,394 : INFO : EPOCH 3 - PROGRESS: at 67.04% examples, 725382 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:00,396 : INFO : EPOCH 3 - PROGRESS: at 67.37% examples, 725236 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:01,398 : INFO : EPOCH 3 - PROGRESS: at 67.70% examples, 725078 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:37:02,406 : INFO : EPOCH 3 - PROGRESS: at 68.03% examples, 724851 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:03,414 : INFO : EPOCH 3 - PROGRESS: at 68.32% examples, 724147 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:04,425 : INFO : EPOCH 3 - PROGRESS: at 68.64% examples, 723892 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:05,429 : INFO : EPOCH 3 - PROGRESS: at 68.97% examples, 723963 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:06,429 : INFO : EPOCH 3 - PROGRESS: at 69.31% examples, 724022 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:07,430 : INFO : EPOCH 3 - PROGRESS: at 69.67% examples, 724026 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:08,439 : INFO : EPOCH 3 - PROGRESS: at 70.02% examples, 723990 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:09,442 : INFO : EPOCH 3 - PROGRESS: at 70.38% examples, 724031 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:10,458 : INFO : EPOCH 3 - PROGRESS: at 70.73% examples, 724042 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:37:11,471 : INFO : EPOCH 3 - PROGRESS: at 71.07% examples, 724106 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:12,478 : INFO : EPOCH 3 - PROGRESS: at 71.43% examples, 724070 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:37:13,480 : INFO : EPOCH 3 - PROGRESS: at 71.79% examples, 724076 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:14,487 : INFO : EPOCH 3 - PROGRESS: at 72.17% examples, 724066 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:15,489 : INFO : EPOCH 3 - PROGRESS: at 72.55% examples, 724138 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:16,497 : INFO : EPOCH 3 - PROGRESS: at 72.90% examples, 724088 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:17,500 : INFO : EPOCH 3 - PROGRESS: at 73.26% examples, 724186 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:18,510 : INFO : EPOCH 3 - PROGRESS: at 73.60% examples, 724130 words/s, in_qsize 7, out_qsize 1
2020-07-24 12:37:19,511 : INFO : EPOCH 3 - PROGRESS: at 73.93% examples, 724254 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:20,531 : INFO : EPOCH 3 - PROGRESS: at 74.27% examples, 724242 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:21,531 : INFO : EPOCH 3 - PROGRESS: at 74.63% examples, 724312 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:22,540 : INFO : EPOCH 3 - PROGRESS: at 74.96% examples, 724303 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:23,542 : INFO : EPOCH 3 - PROGRESS: at 75.32% examples, 724328 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:24,558 : INFO : EPOCH 3 - PROGRESS: at 75.66% examples, 724352 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:25,560 : INFO : EPOCH 3 - PROGRESS: at 75.99% examples, 724388 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:26,577 : INFO : EPOCH 3 - PROGRESS: at 76.36% examples, 724353 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:27,580 : INFO : EPOCH 3 - PROGRESS: at 76.71% examples, 724436 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:28,585 : INFO : EPOCH 3 - PROGRESS: at 77.07% examples, 724397 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:37:29,595 : INFO : EPOCH 3 - PROGRESS: at 77.41% examples, 724408 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:30,597 : INFO : EPOCH 3 - PROGRESS: at 77.75% examples, 724445 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:31,603 : INFO : EPOCH 3 - PROGRESS: at 78.11% examples, 724460 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:32,609 : INFO : EPOCH 3 - PROGRESS: at 78.47% examples, 724430 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:33,622 : INFO : EPOCH 3 - PROGRESS: at 78.83% examples, 724443 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:34,625 : INFO : EPOCH 3 - PROGRESS: at 79.15% examples, 724488 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:35,630 : INFO : EPOCH 3 - PROGRESS: at 79.48% examples, 724554 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:36,642 : INFO : EPOCH 3 - PROGRESS: at 79.86% examples, 724568 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:37,647 : INFO : EPOCH 3 - PROGRESS: at 80.21% examples, 724648 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:38,649 : INFO : EPOCH 3 - PROGRESS: at 80.56% examples, 724660 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:39,655 : INFO : EPOCH 3 - PROGRESS: at 80.91% examples, 724705 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:40,677 : INFO : EPOCH 3 - PROGRESS: at 81.25% examples, 724729 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:41,681 : INFO : EPOCH 3 - PROGRESS: at 81.62% examples, 724752 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:42,693 : INFO : EPOCH 3 - PROGRESS: at 82.00% examples, 724750 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:43,694 : INFO : EPOCH 3 - PROGRESS: at 82.32% examples, 724742 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:44,698 : INFO : EPOCH 3 - PROGRESS: at 82.69% examples, 724744 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:45,714 : INFO : EPOCH 3 - PROGRESS: at 83.04% examples, 724796 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:46,717 : INFO : EPOCH 3 - PROGRESS: at 83.39% examples, 724808 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:47,719 : INFO : EPOCH 3 - PROGRESS: at 83.76% examples, 724812 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:48,722 : INFO : EPOCH 3 - PROGRESS: at 84.10% examples, 724818 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:37:49,728 : INFO : EPOCH 3 - PROGRESS: at 84.43% examples, 724820 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:50,734 : INFO : EPOCH 3 - PROGRESS: at 84.78% examples, 724811 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:51,750 : INFO : EPOCH 3 - PROGRESS: at 85.12% examples, 724804 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:52,761 : INFO : EPOCH 3 - PROGRESS: at 85.48% examples, 724852 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:53,769 : INFO : EPOCH 3 - PROGRESS: at 85.83% examples, 724879 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:54,774 : INFO : EPOCH 3 - PROGRESS: at 86.17% examples, 724905 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:55,779 : INFO : EPOCH 3 - PROGRESS: at 86.51% examples, 724963 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:56,780 : INFO : EPOCH 3 - PROGRESS: at 86.87% examples, 724967 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:57,782 : INFO : EPOCH 3 - PROGRESS: at 87.19% examples, 724971 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:58,798 : INFO : EPOCH 3 - PROGRESS: at 87.54% examples, 724938 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:37:59,802 : INFO : EPOCH 3 - PROGRESS: at 87.90% examples, 724978 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:38:00,814 : INFO : EPOCH 3 - PROGRESS: at 88.23% examples, 725000 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:01,816 : INFO : EPOCH 3 - PROGRESS: at 88.62% examples, 725008 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:38:02,820 : INFO : EPOCH 3 - PROGRESS: at 88.96% examples, 725050 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:03,824 : INFO : EPOCH 3 - PROGRESS: at 89.29% examples, 725037 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:04,830 : INFO : EPOCH 3 - PROGRESS: at 89.65% examples, 725058 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:05,853 : INFO : EPOCH 3 - PROGRESS: at 90.02% examples, 725007 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:38:06,868 : INFO : EPOCH 3 - PROGRESS: at 90.38% examples, 725069 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:07,878 : INFO : EPOCH 3 - PROGRESS: at 90.72% examples, 725030 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:08,886 : INFO : EPOCH 3 - PROGRESS: at 91.05% examples, 725078 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:09,889 : INFO : EPOCH 3 - PROGRESS: at 91.40% examples, 725088 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:10,893 : INFO : EPOCH 3 - PROGRESS: at 91.76% examples, 725087 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:11,896 : INFO : EPOCH 3 - PROGRESS: at 92.12% examples, 725118 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:12,900 : INFO : EPOCH 3 - PROGRESS: at 92.47% examples, 725122 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:13,907 : INFO : EPOCH 3 - PROGRESS: at 92.82% examples, 725150 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:14,915 : INFO : EPOCH 3 - PROGRESS: at 93.15% examples, 725164 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:15,923 : INFO : EPOCH 3 - PROGRESS: at 93.49% examples, 725184 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:16,923 : INFO : EPOCH 3 - PROGRESS: at 93.85% examples, 725206 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:17,938 : INFO : EPOCH 3 - PROGRESS: at 94.22% examples, 725163 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:18,951 : INFO : EPOCH 3 - PROGRESS: at 94.57% examples, 725203 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:19,954 : INFO : EPOCH 3 - PROGRESS: at 94.92% examples, 725233 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:20,961 : INFO : EPOCH 3 - PROGRESS: at 95.28% examples, 725270 words/s, in_qsize 7, out_qsize 1
2020-07-24 12:38:21,964 : INFO : EPOCH 3 - PROGRESS: at 95.62% examples, 725261 words/s, in_qsize 8, out_qsize 1
2020-07-24 12:38:22,966 : INFO : EPOCH 3 - PROGRESS: at 96.01% examples, 725323 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:23,970 : INFO : EPOCH 3 - PROGRESS: at 96.37% examples, 725318 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:38:24,972 : INFO : EPOCH 3 - PROGRESS: at 96.74% examples, 725353 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:25,984 : INFO : EPOCH 3 - PROGRESS: at 97.12% examples, 725343 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:26,985 : INFO : EPOCH 3 - PROGRESS: at 97.48% examples, 725357 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:27,988 : INFO : EPOCH 3 - PROGRESS: at 97.84% examples, 725319 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:28,990 : INFO : EPOCH 3 - PROGRESS: at 98.19% examples, 725319 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:29,995 : INFO : EPOCH 3 - PROGRESS: at 98.54% examples, 725366 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:38:31,005 : INFO : EPOCH 3 - PROGRESS: at 98.89% examples, 725366 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:32,017 : INFO : EPOCH 3 - PROGRESS: at 99.25% examples, 725377 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:33,017 : INFO : EPOCH 3 - PROGRESS: at 99.64% examples, 725387 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:33,977 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 12:38:33,985 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 12:38:33,987 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 12:38:33,994 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 12:38:33,994 : INFO : EPOCH - 3 : training on 266972912 raw words (207411559 effective words) took 285.9s, 725371 effective words/s
2020-07-24 12:38:34,998 : INFO : EPOCH 4 - PROGRESS: at 0.35% examples, 709551 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:36,007 : INFO : EPOCH 4 - PROGRESS: at 0.69% examples, 722803 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:37,024 : INFO : EPOCH 4 - PROGRESS: at 1.06% examples, 725061 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:38,028 : INFO : EPOCH 4 - PROGRESS: at 1.43% examples, 725059 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:38:39,030 : INFO : EPOCH 4 - PROGRESS: at 1.79% examples, 725750 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:38:40,041 : INFO : EPOCH 4 - PROGRESS: at 2.15% examples, 726404 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:41,042 : INFO : EPOCH 4 - PROGRESS: at 2.52% examples, 726916 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:42,046 : INFO : EPOCH 4 - PROGRESS: at 2.88% examples, 725909 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:43,050 : INFO : EPOCH 4 - PROGRESS: at 3.23% examples, 726535 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:44,060 : INFO : EPOCH 4 - PROGRESS: at 3.57% examples, 726968 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:38:45,063 : INFO : EPOCH 4 - PROGRESS: at 3.93% examples, 726813 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:46,096 : INFO : EPOCH 4 - PROGRESS: at 4.32% examples, 726125 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:38:47,097 : INFO : EPOCH 4 - PROGRESS: at 4.70% examples, 726657 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:48,098 : INFO : EPOCH 4 - PROGRESS: at 5.05% examples, 726693 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:49,103 : INFO : EPOCH 4 - PROGRESS: at 5.39% examples, 726653 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:50,103 : INFO : EPOCH 4 - PROGRESS: at 5.74% examples, 728012 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:51,107 : INFO : EPOCH 4 - PROGRESS: at 6.09% examples, 728235 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:52,124 : INFO : EPOCH 4 - PROGRESS: at 6.47% examples, 727718 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:53,125 : INFO : EPOCH 4 - PROGRESS: at 6.82% examples, 727575 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:54,128 : INFO : EPOCH 4 - PROGRESS: at 7.17% examples, 727403 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:55,143 : INFO : EPOCH 4 - PROGRESS: at 7.51% examples, 727359 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:56,143 : INFO : EPOCH 4 - PROGRESS: at 7.86% examples, 727838 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:38:57,159 : INFO : EPOCH 4 - PROGRESS: at 8.21% examples, 728249 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:58,161 : INFO : EPOCH 4 - PROGRESS: at 8.55% examples, 728631 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:38:59,166 : INFO : EPOCH 4 - PROGRESS: at 8.87% examples, 728859 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:00,181 : INFO : EPOCH 4 - PROGRESS: at 9.22% examples, 728521 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:01,192 : INFO : EPOCH 4 - PROGRESS: at 9.56% examples, 728980 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:02,209 : INFO : EPOCH 4 - PROGRESS: at 9.91% examples, 728877 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:03,226 : INFO : EPOCH 4 - PROGRESS: at 10.28% examples, 728756 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:04,247 : INFO : EPOCH 4 - PROGRESS: at 10.62% examples, 728680 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:05,249 : INFO : EPOCH 4 - PROGRESS: at 10.97% examples, 728652 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:06,254 : INFO : EPOCH 4 - PROGRESS: at 11.32% examples, 728732 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:07,255 : INFO : EPOCH 4 - PROGRESS: at 11.69% examples, 728611 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:08,258 : INFO : EPOCH 4 - PROGRESS: at 12.06% examples, 728213 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:09,263 : INFO : EPOCH 4 - PROGRESS: at 12.44% examples, 728452 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:10,267 : INFO : EPOCH 4 - PROGRESS: at 12.78% examples, 728589 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:39:11,272 : INFO : EPOCH 4 - PROGRESS: at 13.13% examples, 728584 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:12,296 : INFO : EPOCH 4 - PROGRESS: at 13.50% examples, 728479 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:13,303 : INFO : EPOCH 4 - PROGRESS: at 13.86% examples, 728761 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:14,307 : INFO : EPOCH 4 - PROGRESS: at 14.22% examples, 728514 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:15,309 : INFO : EPOCH 4 - PROGRESS: at 14.58% examples, 728435 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:16,311 : INFO : EPOCH 4 - PROGRESS: at 14.94% examples, 728627 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:17,330 : INFO : EPOCH 4 - PROGRESS: at 15.28% examples, 728442 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:18,338 : INFO : EPOCH 4 - PROGRESS: at 15.61% examples, 728794 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:39:19,345 : INFO : EPOCH 4 - PROGRESS: at 15.98% examples, 728816 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:39:20,349 : INFO : EPOCH 4 - PROGRESS: at 16.34% examples, 728875 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:21,358 : INFO : EPOCH 4 - PROGRESS: at 16.69% examples, 728801 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:22,361 : INFO : EPOCH 4 - PROGRESS: at 17.05% examples, 728664 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:23,362 : INFO : EPOCH 4 - PROGRESS: at 17.43% examples, 728844 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:39:24,370 : INFO : EPOCH 4 - PROGRESS: at 17.78% examples, 728788 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:25,371 : INFO : EPOCH 4 - PROGRESS: at 18.11% examples, 728817 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:26,372 : INFO : EPOCH 4 - PROGRESS: at 18.47% examples, 728737 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:27,374 : INFO : EPOCH 4 - PROGRESS: at 18.83% examples, 728699 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:28,382 : INFO : EPOCH 4 - PROGRESS: at 19.18% examples, 728723 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:29,402 : INFO : EPOCH 4 - PROGRESS: at 19.54% examples, 728477 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:30,402 : INFO : EPOCH 4 - PROGRESS: at 19.90% examples, 728828 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:31,409 : INFO : EPOCH 4 - PROGRESS: at 20.22% examples, 728846 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:32,412 : INFO : EPOCH 4 - PROGRESS: at 20.57% examples, 728879 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:33,425 : INFO : EPOCH 4 - PROGRESS: at 20.95% examples, 728776 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:34,433 : INFO : EPOCH 4 - PROGRESS: at 21.29% examples, 728883 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:35,438 : INFO : EPOCH 4 - PROGRESS: at 21.64% examples, 729047 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:36,460 : INFO : EPOCH 4 - PROGRESS: at 21.98% examples, 728972 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:39:37,484 : INFO : EPOCH 4 - PROGRESS: at 22.37% examples, 729023 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:38,489 : INFO : EPOCH 4 - PROGRESS: at 22.70% examples, 729143 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:39,494 : INFO : EPOCH 4 - PROGRESS: at 23.04% examples, 728665 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:40,504 : INFO : EPOCH 4 - PROGRESS: at 23.39% examples, 728077 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:41,512 : INFO : EPOCH 4 - PROGRESS: at 23.74% examples, 727550 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:42,519 : INFO : EPOCH 4 - PROGRESS: at 24.04% examples, 727171 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:43,546 : INFO : EPOCH 4 - PROGRESS: at 24.34% examples, 725221 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:44,569 : INFO : EPOCH 4 - PROGRESS: at 24.65% examples, 724702 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:45,572 : INFO : EPOCH 4 - PROGRESS: at 25.02% examples, 724771 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:46,584 : INFO : EPOCH 4 - PROGRESS: at 25.39% examples, 724763 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:47,600 : INFO : EPOCH 4 - PROGRESS: at 25.75% examples, 724873 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:48,601 : INFO : EPOCH 4 - PROGRESS: at 26.13% examples, 724922 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:49,605 : INFO : EPOCH 4 - PROGRESS: at 26.50% examples, 725010 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:50,619 : INFO : EPOCH 4 - PROGRESS: at 26.85% examples, 724990 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:51,620 : INFO : EPOCH 4 - PROGRESS: at 27.19% examples, 725087 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:52,630 : INFO : EPOCH 4 - PROGRESS: at 27.55% examples, 725252 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:53,649 : INFO : EPOCH 4 - PROGRESS: at 27.90% examples, 725308 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:54,649 : INFO : EPOCH 4 - PROGRESS: at 28.27% examples, 725323 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:55,658 : INFO : EPOCH 4 - PROGRESS: at 28.63% examples, 725387 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:56,670 : INFO : EPOCH 4 - PROGRESS: at 28.99% examples, 725479 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:57,684 : INFO : EPOCH 4 - PROGRESS: at 29.33% examples, 725576 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:58,685 : INFO : EPOCH 4 - PROGRESS: at 29.69% examples, 725700 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:39:59,693 : INFO : EPOCH 4 - PROGRESS: at 30.01% examples, 725683 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:40:00,694 : INFO : EPOCH 4 - PROGRESS: at 30.34% examples, 725770 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:01,696 : INFO : EPOCH 4 - PROGRESS: at 30.71% examples, 725791 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:02,712 : INFO : EPOCH 4 - PROGRESS: at 31.07% examples, 725837 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:03,713 : INFO : EPOCH 4 - PROGRESS: at 31.46% examples, 725833 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:04,715 : INFO : EPOCH 4 - PROGRESS: at 31.79% examples, 725907 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:05,718 : INFO : EPOCH 4 - PROGRESS: at 32.15% examples, 725843 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:40:06,731 : INFO : EPOCH 4 - PROGRESS: at 32.51% examples, 726016 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:07,737 : INFO : EPOCH 4 - PROGRESS: at 32.86% examples, 726180 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:40:08,737 : INFO : EPOCH 4 - PROGRESS: at 33.21% examples, 726307 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:09,751 : INFO : EPOCH 4 - PROGRESS: at 33.56% examples, 726273 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:10,756 : INFO : EPOCH 4 - PROGRESS: at 33.89% examples, 726294 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:11,762 : INFO : EPOCH 4 - PROGRESS: at 34.25% examples, 726295 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:12,765 : INFO : EPOCH 4 - PROGRESS: at 34.59% examples, 726396 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:13,767 : INFO : EPOCH 4 - PROGRESS: at 34.96% examples, 726544 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:14,776 : INFO : EPOCH 4 - PROGRESS: at 35.30% examples, 726620 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:15,785 : INFO : EPOCH 4 - PROGRESS: at 35.66% examples, 726551 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:16,803 : INFO : EPOCH 4 - PROGRESS: at 36.02% examples, 726711 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:17,806 : INFO : EPOCH 4 - PROGRESS: at 36.36% examples, 726828 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:18,812 : INFO : EPOCH 4 - PROGRESS: at 36.68% examples, 726937 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:19,824 : INFO : EPOCH 4 - PROGRESS: at 37.03% examples, 727022 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:20,830 : INFO : EPOCH 4 - PROGRESS: at 37.38% examples, 727013 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:21,837 : INFO : EPOCH 4 - PROGRESS: at 37.75% examples, 727021 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:22,860 : INFO : EPOCH 4 - PROGRESS: at 38.11% examples, 726980 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:23,872 : INFO : EPOCH 4 - PROGRESS: at 38.47% examples, 726847 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:24,876 : INFO : EPOCH 4 - PROGRESS: at 38.83% examples, 726832 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:25,878 : INFO : EPOCH 4 - PROGRESS: at 39.17% examples, 726872 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:26,884 : INFO : EPOCH 4 - PROGRESS: at 39.53% examples, 726867 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:27,904 : INFO : EPOCH 4 - PROGRESS: at 39.89% examples, 726887 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:40:28,906 : INFO : EPOCH 4 - PROGRESS: at 40.25% examples, 726926 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:29,911 : INFO : EPOCH 4 - PROGRESS: at 40.58% examples, 726992 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:30,928 : INFO : EPOCH 4 - PROGRESS: at 40.94% examples, 726927 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:31,936 : INFO : EPOCH 4 - PROGRESS: at 41.30% examples, 727019 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:40:32,941 : INFO : EPOCH 4 - PROGRESS: at 41.67% examples, 727047 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:33,944 : INFO : EPOCH 4 - PROGRESS: at 42.01% examples, 726960 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:34,946 : INFO : EPOCH 4 - PROGRESS: at 42.36% examples, 726984 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:35,955 : INFO : EPOCH 4 - PROGRESS: at 42.72% examples, 726897 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:36,956 : INFO : EPOCH 4 - PROGRESS: at 43.07% examples, 726981 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:37,956 : INFO : EPOCH 4 - PROGRESS: at 43.41% examples, 727015 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:38,959 : INFO : EPOCH 4 - PROGRESS: at 43.75% examples, 726968 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:39,962 : INFO : EPOCH 4 - PROGRESS: at 44.14% examples, 726897 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:40,969 : INFO : EPOCH 4 - PROGRESS: at 44.50% examples, 726966 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:41,974 : INFO : EPOCH 4 - PROGRESS: at 44.89% examples, 726964 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:40:42,974 : INFO : EPOCH 4 - PROGRESS: at 45.24% examples, 726953 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:43,987 : INFO : EPOCH 4 - PROGRESS: at 45.59% examples, 726974 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:44,989 : INFO : EPOCH 4 - PROGRESS: at 45.95% examples, 726986 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:40:45,991 : INFO : EPOCH 4 - PROGRESS: at 46.34% examples, 726915 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:40:46,993 : INFO : EPOCH 4 - PROGRESS: at 46.68% examples, 726916 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:48,004 : INFO : EPOCH 4 - PROGRESS: at 47.05% examples, 726931 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:49,007 : INFO : EPOCH 4 - PROGRESS: at 47.42% examples, 726909 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:50,009 : INFO : EPOCH 4 - PROGRESS: at 47.78% examples, 726860 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:51,013 : INFO : EPOCH 4 - PROGRESS: at 48.15% examples, 726867 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:52,015 : INFO : EPOCH 4 - PROGRESS: at 48.51% examples, 726873 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:53,022 : INFO : EPOCH 4 - PROGRESS: at 48.88% examples, 726875 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:54,032 : INFO : EPOCH 4 - PROGRESS: at 49.22% examples, 726930 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:55,033 : INFO : EPOCH 4 - PROGRESS: at 49.57% examples, 727017 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:56,037 : INFO : EPOCH 4 - PROGRESS: at 49.92% examples, 727044 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:57,045 : INFO : EPOCH 4 - PROGRESS: at 50.27% examples, 727025 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:58,054 : INFO : EPOCH 4 - PROGRESS: at 50.63% examples, 727112 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:40:59,056 : INFO : EPOCH 4 - PROGRESS: at 50.98% examples, 727116 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:00,071 : INFO : EPOCH 4 - PROGRESS: at 51.33% examples, 727113 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:01,075 : INFO : EPOCH 4 - PROGRESS: at 51.69% examples, 727113 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:02,080 : INFO : EPOCH 4 - PROGRESS: at 52.04% examples, 727189 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:03,087 : INFO : EPOCH 4 - PROGRESS: at 52.43% examples, 727140 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:41:04,096 : INFO : EPOCH 4 - PROGRESS: at 52.79% examples, 727215 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:05,097 : INFO : EPOCH 4 - PROGRESS: at 53.12% examples, 727220 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:06,101 : INFO : EPOCH 4 - PROGRESS: at 53.48% examples, 727286 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:07,109 : INFO : EPOCH 4 - PROGRESS: at 53.83% examples, 727379 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:08,111 : INFO : EPOCH 4 - PROGRESS: at 54.15% examples, 727472 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:41:09,111 : INFO : EPOCH 4 - PROGRESS: at 54.52% examples, 727478 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:10,112 : INFO : EPOCH 4 - PROGRESS: at 54.86% examples, 727453 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:11,117 : INFO : EPOCH 4 - PROGRESS: at 55.21% examples, 727545 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:41:12,127 : INFO : EPOCH 4 - PROGRESS: at 55.53% examples, 727624 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:13,131 : INFO : EPOCH 4 - PROGRESS: at 55.86% examples, 727635 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:14,142 : INFO : EPOCH 4 - PROGRESS: at 56.20% examples, 727633 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:15,163 : INFO : EPOCH 4 - PROGRESS: at 56.55% examples, 727696 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:16,173 : INFO : EPOCH 4 - PROGRESS: at 56.93% examples, 727725 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:17,177 : INFO : EPOCH 4 - PROGRESS: at 57.27% examples, 727717 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:41:18,181 : INFO : EPOCH 4 - PROGRESS: at 57.62% examples, 727724 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:19,188 : INFO : EPOCH 4 - PROGRESS: at 57.98% examples, 727795 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:20,201 : INFO : EPOCH 4 - PROGRESS: at 58.32% examples, 727789 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:21,202 : INFO : EPOCH 4 - PROGRESS: at 58.66% examples, 727821 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:41:22,208 : INFO : EPOCH 4 - PROGRESS: at 59.02% examples, 727826 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:23,214 : INFO : EPOCH 4 - PROGRESS: at 59.40% examples, 727804 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:24,216 : INFO : EPOCH 4 - PROGRESS: at 59.76% examples, 727893 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:25,218 : INFO : EPOCH 4 - PROGRESS: at 60.10% examples, 727984 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:26,237 : INFO : EPOCH 4 - PROGRESS: at 60.46% examples, 727927 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:27,243 : INFO : EPOCH 4 - PROGRESS: at 60.81% examples, 727992 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:28,247 : INFO : EPOCH 4 - PROGRESS: at 61.19% examples, 728012 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:29,269 : INFO : EPOCH 4 - PROGRESS: at 61.55% examples, 727970 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:30,283 : INFO : EPOCH 4 - PROGRESS: at 61.91% examples, 727979 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:31,285 : INFO : EPOCH 4 - PROGRESS: at 62.28% examples, 728038 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:32,293 : INFO : EPOCH 4 - PROGRESS: at 62.63% examples, 728028 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:33,301 : INFO : EPOCH 4 - PROGRESS: at 63.00% examples, 728044 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:34,304 : INFO : EPOCH 4 - PROGRESS: at 63.36% examples, 728057 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:35,305 : INFO : EPOCH 4 - PROGRESS: at 63.72% examples, 728090 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:36,307 : INFO : EPOCH 4 - PROGRESS: at 64.08% examples, 728145 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:37,324 : INFO : EPOCH 4 - PROGRESS: at 64.44% examples, 728145 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:38,330 : INFO : EPOCH 4 - PROGRESS: at 64.78% examples, 728175 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:39,350 : INFO : EPOCH 4 - PROGRESS: at 65.14% examples, 728160 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:40,352 : INFO : EPOCH 4 - PROGRESS: at 65.50% examples, 728219 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:41,353 : INFO : EPOCH 4 - PROGRESS: at 65.88% examples, 728229 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:42,364 : INFO : EPOCH 4 - PROGRESS: at 66.24% examples, 728239 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:43,372 : INFO : EPOCH 4 - PROGRESS: at 66.60% examples, 728215 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:44,378 : INFO : EPOCH 4 - PROGRESS: at 66.96% examples, 728210 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:45,391 : INFO : EPOCH 4 - PROGRESS: at 67.31% examples, 728207 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:46,395 : INFO : EPOCH 4 - PROGRESS: at 67.66% examples, 728257 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:47,402 : INFO : EPOCH 4 - PROGRESS: at 68.01% examples, 728194 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:48,411 : INFO : EPOCH 4 - PROGRESS: at 68.35% examples, 728172 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:49,413 : INFO : EPOCH 4 - PROGRESS: at 68.71% examples, 728246 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:50,425 : INFO : EPOCH 4 - PROGRESS: at 69.05% examples, 728267 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:51,427 : INFO : EPOCH 4 - PROGRESS: at 69.38% examples, 728315 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:52,431 : INFO : EPOCH 4 - PROGRESS: at 69.76% examples, 728336 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:53,434 : INFO : EPOCH 4 - PROGRESS: at 70.11% examples, 728317 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:54,436 : INFO : EPOCH 4 - PROGRESS: at 70.46% examples, 728333 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:55,441 : INFO : EPOCH 4 - PROGRESS: at 70.81% examples, 728304 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:56,456 : INFO : EPOCH 4 - PROGRESS: at 71.16% examples, 728319 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:57,474 : INFO : EPOCH 4 - PROGRESS: at 71.51% examples, 728349 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:58,475 : INFO : EPOCH 4 - PROGRESS: at 71.89% examples, 728364 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:41:59,484 : INFO : EPOCH 4 - PROGRESS: at 72.27% examples, 728332 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:00,486 : INFO : EPOCH 4 - PROGRESS: at 72.63% examples, 728323 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:01,487 : INFO : EPOCH 4 - PROGRESS: at 72.97% examples, 728296 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:02,494 : INFO : EPOCH 4 - PROGRESS: at 73.34% examples, 728243 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:03,498 : INFO : EPOCH 4 - PROGRESS: at 73.68% examples, 728297 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:42:04,503 : INFO : EPOCH 4 - PROGRESS: at 74.01% examples, 728327 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:05,512 : INFO : EPOCH 4 - PROGRESS: at 74.35% examples, 728294 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:06,513 : INFO : EPOCH 4 - PROGRESS: at 74.71% examples, 728351 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:07,526 : INFO : EPOCH 4 - PROGRESS: at 75.06% examples, 728359 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:42:08,533 : INFO : EPOCH 4 - PROGRESS: at 75.40% examples, 728384 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:09,538 : INFO : EPOCH 4 - PROGRESS: at 75.74% examples, 728465 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:10,541 : INFO : EPOCH 4 - PROGRESS: at 76.10% examples, 728474 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:42:11,546 : INFO : EPOCH 4 - PROGRESS: at 76.45% examples, 728494 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:12,553 : INFO : EPOCH 4 - PROGRESS: at 76.80% examples, 728475 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:13,568 : INFO : EPOCH 4 - PROGRESS: at 77.16% examples, 728478 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:14,571 : INFO : EPOCH 4 - PROGRESS: at 77.51% examples, 728490 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:15,585 : INFO : EPOCH 4 - PROGRESS: at 77.85% examples, 728487 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:16,593 : INFO : EPOCH 4 - PROGRESS: at 78.21% examples, 728471 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:17,606 : INFO : EPOCH 4 - PROGRESS: at 78.56% examples, 728444 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:18,610 : INFO : EPOCH 4 - PROGRESS: at 78.92% examples, 728463 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:19,612 : INFO : EPOCH 4 - PROGRESS: at 79.22% examples, 728331 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:20,622 : INFO : EPOCH 4 - PROGRESS: at 79.55% examples, 728163 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:21,629 : INFO : EPOCH 4 - PROGRESS: at 79.90% examples, 728031 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:22,632 : INFO : EPOCH 4 - PROGRESS: at 80.21% examples, 727745 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:23,663 : INFO : EPOCH 4 - PROGRESS: at 80.50% examples, 727110 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:24,677 : INFO : EPOCH 4 - PROGRESS: at 80.84% examples, 727061 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:25,678 : INFO : EPOCH 4 - PROGRESS: at 81.19% examples, 727149 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:26,681 : INFO : EPOCH 4 - PROGRESS: at 81.55% examples, 727098 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:27,683 : INFO : EPOCH 4 - PROGRESS: at 81.93% examples, 727117 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:28,683 : INFO : EPOCH 4 - PROGRESS: at 82.26% examples, 727180 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:29,685 : INFO : EPOCH 4 - PROGRESS: at 82.61% examples, 727120 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:42:30,696 : INFO : EPOCH 4 - PROGRESS: at 82.98% examples, 727149 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:31,698 : INFO : EPOCH 4 - PROGRESS: at 83.32% examples, 727211 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:32,705 : INFO : EPOCH 4 - PROGRESS: at 83.70% examples, 727218 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:33,712 : INFO : EPOCH 4 - PROGRESS: at 84.05% examples, 727230 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:34,722 : INFO : EPOCH 4 - PROGRESS: at 84.38% examples, 727202 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:35,736 : INFO : EPOCH 4 - PROGRESS: at 84.73% examples, 727156 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:42:36,737 : INFO : EPOCH 4 - PROGRESS: at 85.07% examples, 727263 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:37,744 : INFO : EPOCH 4 - PROGRESS: at 85.43% examples, 727277 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:38,747 : INFO : EPOCH 4 - PROGRESS: at 85.78% examples, 727307 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:39,749 : INFO : EPOCH 4 - PROGRESS: at 86.12% examples, 727330 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:40,755 : INFO : EPOCH 4 - PROGRESS: at 86.46% examples, 727360 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:41,784 : INFO : EPOCH 4 - PROGRESS: at 86.81% examples, 727346 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:42,785 : INFO : EPOCH 4 - PROGRESS: at 87.16% examples, 727372 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:43,801 : INFO : EPOCH 4 - PROGRESS: at 87.50% examples, 727379 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:44,815 : INFO : EPOCH 4 - PROGRESS: at 87.87% examples, 727384 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:45,823 : INFO : EPOCH 4 - PROGRESS: at 88.20% examples, 727407 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:46,832 : INFO : EPOCH 4 - PROGRESS: at 88.59% examples, 727387 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:47,842 : INFO : EPOCH 4 - PROGRESS: at 88.93% examples, 727422 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:48,845 : INFO : EPOCH 4 - PROGRESS: at 89.27% examples, 727496 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:49,846 : INFO : EPOCH 4 - PROGRESS: at 89.62% examples, 727475 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:50,861 : INFO : EPOCH 4 - PROGRESS: at 89.99% examples, 727431 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:51,871 : INFO : EPOCH 4 - PROGRESS: at 90.35% examples, 727454 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:52,885 : INFO : EPOCH 4 - PROGRESS: at 90.69% examples, 727430 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:53,889 : INFO : EPOCH 4 - PROGRESS: at 91.03% examples, 727471 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:54,895 : INFO : EPOCH 4 - PROGRESS: at 91.38% examples, 727511 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:55,895 : INFO : EPOCH 4 - PROGRESS: at 91.73% examples, 727511 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:56,897 : INFO : EPOCH 4 - PROGRESS: at 92.09% examples, 727518 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:42:57,905 : INFO : EPOCH 4 - PROGRESS: at 92.44% examples, 727520 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:58,909 : INFO : EPOCH 4 - PROGRESS: at 92.79% examples, 727549 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:42:59,912 : INFO : EPOCH 4 - PROGRESS: at 93.13% examples, 727569 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:00,917 : INFO : EPOCH 4 - PROGRESS: at 93.46% examples, 727519 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:01,937 : INFO : EPOCH 4 - PROGRESS: at 93.83% examples, 727541 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:02,939 : INFO : EPOCH 4 - PROGRESS: at 94.19% examples, 727508 words/s, in_qsize 8, out_qsize 1
2020-07-24 12:43:03,953 : INFO : EPOCH 4 - PROGRESS: at 94.55% examples, 727547 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:43:04,971 : INFO : EPOCH 4 - PROGRESS: at 94.90% examples, 727552 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:05,972 : INFO : EPOCH 4 - PROGRESS: at 95.25% examples, 727599 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:06,985 : INFO : EPOCH 4 - PROGRESS: at 95.61% examples, 727590 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:07,986 : INFO : EPOCH 4 - PROGRESS: at 95.98% examples, 727606 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:08,992 : INFO : EPOCH 4 - PROGRESS: at 96.35% examples, 727620 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:09,995 : INFO : EPOCH 4 - PROGRESS: at 96.72% examples, 727598 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:11,004 : INFO : EPOCH 4 - PROGRESS: at 97.09% examples, 727594 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:12,005 : INFO : EPOCH 4 - PROGRESS: at 97.46% examples, 727626 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:13,008 : INFO : EPOCH 4 - PROGRESS: at 97.83% examples, 727621 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:14,013 : INFO : EPOCH 4 - PROGRESS: at 98.18% examples, 727600 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:43:15,018 : INFO : EPOCH 4 - PROGRESS: at 98.52% examples, 727612 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:16,041 : INFO : EPOCH 4 - PROGRESS: at 98.88% examples, 727607 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:17,053 : INFO : EPOCH 4 - PROGRESS: at 99.24% examples, 727610 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:18,064 : INFO : EPOCH 4 - PROGRESS: at 99.63% examples, 727591 words/s, in_qsize 7, out_qsize 1
2020-07-24 12:43:19,042 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 12:43:19,049 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 12:43:19,052 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 12:43:19,054 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 12:43:19,054 : INFO : EPOCH - 4 : training on 266972912 raw words (207415997 effective words) took 285.1s, 727632 effective words/s
2020-07-24 12:43:20,064 : INFO : EPOCH 5 - PROGRESS: at 0.36% examples, 717951 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:21,068 : INFO : EPOCH 5 - PROGRESS: at 0.70% examples, 728035 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:22,077 : INFO : EPOCH 5 - PROGRESS: at 1.06% examples, 728728 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:23,093 : INFO : EPOCH 5 - PROGRESS: at 1.43% examples, 725818 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:24,099 : INFO : EPOCH 5 - PROGRESS: at 1.80% examples, 728800 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:25,104 : INFO : EPOCH 5 - PROGRESS: at 2.16% examples, 729221 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:26,116 : INFO : EPOCH 5 - PROGRESS: at 2.52% examples, 728552 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:27,125 : INFO : EPOCH 5 - PROGRESS: at 2.90% examples, 727624 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:28,135 : INFO : EPOCH 5 - PROGRESS: at 3.26% examples, 729483 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:29,139 : INFO : EPOCH 5 - PROGRESS: at 3.60% examples, 730062 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:30,141 : INFO : EPOCH 5 - PROGRESS: at 3.95% examples, 728893 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:31,157 : INFO : EPOCH 5 - PROGRESS: at 4.34% examples, 728525 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:32,160 : INFO : EPOCH 5 - PROGRESS: at 4.71% examples, 728588 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:33,186 : INFO : EPOCH 5 - PROGRESS: at 5.07% examples, 727769 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:34,187 : INFO : EPOCH 5 - PROGRESS: at 5.41% examples, 728023 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:35,189 : INFO : EPOCH 5 - PROGRESS: at 5.75% examples, 728682 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:36,194 : INFO : EPOCH 5 - PROGRESS: at 6.10% examples, 728890 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:37,206 : INFO : EPOCH 5 - PROGRESS: at 6.49% examples, 728926 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:38,215 : INFO : EPOCH 5 - PROGRESS: at 6.84% examples, 728762 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:39,218 : INFO : EPOCH 5 - PROGRESS: at 7.20% examples, 729297 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:40,229 : INFO : EPOCH 5 - PROGRESS: at 7.54% examples, 729385 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:41,229 : INFO : EPOCH 5 - PROGRESS: at 7.89% examples, 729917 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:42,233 : INFO : EPOCH 5 - PROGRESS: at 8.23% examples, 730656 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:43,237 : INFO : EPOCH 5 - PROGRESS: at 8.58% examples, 730504 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:44,244 : INFO : EPOCH 5 - PROGRESS: at 8.90% examples, 731114 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:45,247 : INFO : EPOCH 5 - PROGRESS: at 9.25% examples, 730840 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:46,259 : INFO : EPOCH 5 - PROGRESS: at 9.59% examples, 731155 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:47,259 : INFO : EPOCH 5 - PROGRESS: at 9.94% examples, 731294 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:48,271 : INFO : EPOCH 5 - PROGRESS: at 10.30% examples, 730903 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:49,274 : INFO : EPOCH 5 - PROGRESS: at 10.64% examples, 731174 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:50,279 : INFO : EPOCH 5 - PROGRESS: at 10.99% examples, 730975 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:43:51,283 : INFO : EPOCH 5 - PROGRESS: at 11.34% examples, 730856 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:52,297 : INFO : EPOCH 5 - PROGRESS: at 11.72% examples, 730855 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:53,299 : INFO : EPOCH 5 - PROGRESS: at 12.09% examples, 730694 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:54,304 : INFO : EPOCH 5 - PROGRESS: at 12.46% examples, 730401 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:55,308 : INFO : EPOCH 5 - PROGRESS: at 12.81% examples, 730437 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:56,316 : INFO : EPOCH 5 - PROGRESS: at 13.17% examples, 730947 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:57,316 : INFO : EPOCH 5 - PROGRESS: at 13.53% examples, 730992 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:43:58,323 : INFO : EPOCH 5 - PROGRESS: at 13.89% examples, 731360 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:43:59,325 : INFO : EPOCH 5 - PROGRESS: at 14.26% examples, 731332 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:00,344 : INFO : EPOCH 5 - PROGRESS: at 14.62% examples, 730875 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:01,358 : INFO : EPOCH 5 - PROGRESS: at 14.98% examples, 731009 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:02,375 : INFO : EPOCH 5 - PROGRESS: at 15.33% examples, 731060 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:03,383 : INFO : EPOCH 5 - PROGRESS: at 15.67% examples, 731457 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:04,387 : INFO : EPOCH 5 - PROGRESS: at 16.02% examples, 731359 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:05,390 : INFO : EPOCH 5 - PROGRESS: at 16.40% examples, 731590 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:06,398 : INFO : EPOCH 5 - PROGRESS: at 16.76% examples, 731415 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:07,399 : INFO : EPOCH 5 - PROGRESS: at 17.11% examples, 731365 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:08,399 : INFO : EPOCH 5 - PROGRESS: at 17.47% examples, 731507 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:44:09,413 : INFO : EPOCH 5 - PROGRESS: at 17.83% examples, 731178 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:10,421 : INFO : EPOCH 5 - PROGRESS: at 18.18% examples, 731306 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:11,423 : INFO : EPOCH 5 - PROGRESS: at 18.53% examples, 731340 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:12,433 : INFO : EPOCH 5 - PROGRESS: at 18.89% examples, 731151 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:13,434 : INFO : EPOCH 5 - PROGRESS: at 19.24% examples, 731080 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:44:14,438 : INFO : EPOCH 5 - PROGRESS: at 19.59% examples, 731208 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:15,441 : INFO : EPOCH 5 - PROGRESS: at 19.95% examples, 731221 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:16,445 : INFO : EPOCH 5 - PROGRESS: at 20.28% examples, 731354 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:17,448 : INFO : EPOCH 5 - PROGRESS: at 20.64% examples, 731306 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:18,454 : INFO : EPOCH 5 - PROGRESS: at 21.01% examples, 731209 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:19,454 : INFO : EPOCH 5 - PROGRESS: at 21.34% examples, 731193 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:20,456 : INFO : EPOCH 5 - PROGRESS: at 21.69% examples, 731288 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:21,456 : INFO : EPOCH 5 - PROGRESS: at 22.04% examples, 731270 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:22,460 : INFO : EPOCH 5 - PROGRESS: at 22.41% examples, 731385 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:23,471 : INFO : EPOCH 5 - PROGRESS: at 22.74% examples, 731494 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:24,474 : INFO : EPOCH 5 - PROGRESS: at 23.10% examples, 731550 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:25,479 : INFO : EPOCH 5 - PROGRESS: at 23.48% examples, 731538 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:26,491 : INFO : EPOCH 5 - PROGRESS: at 23.83% examples, 731394 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:27,492 : INFO : EPOCH 5 - PROGRESS: at 24.16% examples, 731693 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:28,494 : INFO : EPOCH 5 - PROGRESS: at 24.51% examples, 731671 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:29,505 : INFO : EPOCH 5 - PROGRESS: at 24.85% examples, 731807 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:30,517 : INFO : EPOCH 5 - PROGRESS: at 25.23% examples, 731790 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:31,531 : INFO : EPOCH 5 - PROGRESS: at 25.59% examples, 731751 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:44:32,545 : INFO : EPOCH 5 - PROGRESS: at 25.97% examples, 731663 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:33,552 : INFO : EPOCH 5 - PROGRESS: at 26.35% examples, 731669 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:34,557 : INFO : EPOCH 5 - PROGRESS: at 26.70% examples, 731826 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:35,567 : INFO : EPOCH 5 - PROGRESS: at 27.06% examples, 731901 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:36,574 : INFO : EPOCH 5 - PROGRESS: at 27.40% examples, 731920 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:37,574 : INFO : EPOCH 5 - PROGRESS: at 27.75% examples, 731964 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:38,581 : INFO : EPOCH 5 - PROGRESS: at 28.12% examples, 731880 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:44:39,584 : INFO : EPOCH 5 - PROGRESS: at 28.48% examples, 731935 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:40,586 : INFO : EPOCH 5 - PROGRESS: at 28.85% examples, 732021 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:41,587 : INFO : EPOCH 5 - PROGRESS: at 29.18% examples, 732037 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:42,596 : INFO : EPOCH 5 - PROGRESS: at 29.52% examples, 732145 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:43,606 : INFO : EPOCH 5 - PROGRESS: at 29.88% examples, 732066 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:44,618 : INFO : EPOCH 5 - PROGRESS: at 30.22% examples, 732105 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:45,630 : INFO : EPOCH 5 - PROGRESS: at 30.58% examples, 732216 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:46,630 : INFO : EPOCH 5 - PROGRESS: at 30.94% examples, 732180 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:47,633 : INFO : EPOCH 5 - PROGRESS: at 31.32% examples, 732020 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:48,641 : INFO : EPOCH 5 - PROGRESS: at 31.65% examples, 732071 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:49,648 : INFO : EPOCH 5 - PROGRESS: at 32.03% examples, 732135 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:50,657 : INFO : EPOCH 5 - PROGRESS: at 32.39% examples, 732073 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:51,675 : INFO : EPOCH 5 - PROGRESS: at 32.72% examples, 732158 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:52,682 : INFO : EPOCH 5 - PROGRESS: at 33.09% examples, 732199 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:53,686 : INFO : EPOCH 5 - PROGRESS: at 33.45% examples, 732247 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:54,687 : INFO : EPOCH 5 - PROGRESS: at 33.80% examples, 732326 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:55,695 : INFO : EPOCH 5 - PROGRESS: at 34.14% examples, 732227 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:56,695 : INFO : EPOCH 5 - PROGRESS: at 34.47% examples, 732280 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:57,701 : INFO : EPOCH 5 - PROGRESS: at 34.85% examples, 732220 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:58,703 : INFO : EPOCH 5 - PROGRESS: at 35.18% examples, 732242 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:44:59,706 : INFO : EPOCH 5 - PROGRESS: at 35.52% examples, 731920 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:00,706 : INFO : EPOCH 5 - PROGRESS: at 35.85% examples, 731627 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:01,708 : INFO : EPOCH 5 - PROGRESS: at 36.20% examples, 731340 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:02,709 : INFO : EPOCH 5 - PROGRESS: at 36.48% examples, 730616 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:03,715 : INFO : EPOCH 5 - PROGRESS: at 36.74% examples, 729375 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:04,718 : INFO : EPOCH 5 - PROGRESS: at 37.10% examples, 729379 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:05,736 : INFO : EPOCH 5 - PROGRESS: at 37.45% examples, 729388 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:06,744 : INFO : EPOCH 5 - PROGRESS: at 37.81% examples, 729336 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:07,749 : INFO : EPOCH 5 - PROGRESS: at 38.16% examples, 729348 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:08,751 : INFO : EPOCH 5 - PROGRESS: at 38.54% examples, 729365 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:09,756 : INFO : EPOCH 5 - PROGRESS: at 38.89% examples, 729336 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:10,757 : INFO : EPOCH 5 - PROGRESS: at 39.24% examples, 729546 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:11,764 : INFO : EPOCH 5 - PROGRESS: at 39.63% examples, 729601 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:12,765 : INFO : EPOCH 5 - PROGRESS: at 39.96% examples, 729635 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:45:13,767 : INFO : EPOCH 5 - PROGRESS: at 40.34% examples, 729659 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:14,770 : INFO : EPOCH 5 - PROGRESS: at 40.66% examples, 729720 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:15,775 : INFO : EPOCH 5 - PROGRESS: at 41.01% examples, 729728 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:45:16,784 : INFO : EPOCH 5 - PROGRESS: at 41.38% examples, 729662 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:17,787 : INFO : EPOCH 5 - PROGRESS: at 41.75% examples, 729754 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:18,794 : INFO : EPOCH 5 - PROGRESS: at 42.09% examples, 729774 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:19,803 : INFO : EPOCH 5 - PROGRESS: at 42.45% examples, 729794 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:20,814 : INFO : EPOCH 5 - PROGRESS: at 42.82% examples, 729746 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:21,820 : INFO : EPOCH 5 - PROGRESS: at 43.16% examples, 729818 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:22,823 : INFO : EPOCH 5 - PROGRESS: at 43.50% examples, 729845 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:23,847 : INFO : EPOCH 5 - PROGRESS: at 43.88% examples, 729769 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:24,860 : INFO : EPOCH 5 - PROGRESS: at 44.26% examples, 729766 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:25,863 : INFO : EPOCH 5 - PROGRESS: at 44.63% examples, 729795 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:45:26,872 : INFO : EPOCH 5 - PROGRESS: at 45.01% examples, 729771 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:45:27,889 : INFO : EPOCH 5 - PROGRESS: at 45.36% examples, 729723 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:28,900 : INFO : EPOCH 5 - PROGRESS: at 45.69% examples, 729732 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:29,905 : INFO : EPOCH 5 - PROGRESS: at 46.08% examples, 729796 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:30,920 : INFO : EPOCH 5 - PROGRESS: at 46.47% examples, 729746 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:45:31,920 : INFO : EPOCH 5 - PROGRESS: at 46.83% examples, 729797 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:32,929 : INFO : EPOCH 5 - PROGRESS: at 47.18% examples, 729719 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:33,934 : INFO : EPOCH 5 - PROGRESS: at 47.57% examples, 729659 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:34,936 : INFO : EPOCH 5 - PROGRESS: at 47.93% examples, 729697 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:45:35,945 : INFO : EPOCH 5 - PROGRESS: at 48.29% examples, 729692 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:36,952 : INFO : EPOCH 5 - PROGRESS: at 48.65% examples, 729791 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:37,962 : INFO : EPOCH 5 - PROGRESS: at 49.03% examples, 729779 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:38,963 : INFO : EPOCH 5 - PROGRESS: at 49.36% examples, 729683 words/s, in_qsize 7, out_qsize 1
2020-07-24 12:45:39,969 : INFO : EPOCH 5 - PROGRESS: at 49.71% examples, 729745 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:40,977 : INFO : EPOCH 5 - PROGRESS: at 50.05% examples, 729727 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:41,981 : INFO : EPOCH 5 - PROGRESS: at 50.40% examples, 729849 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:45:42,993 : INFO : EPOCH 5 - PROGRESS: at 50.77% examples, 729734 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:43,995 : INFO : EPOCH 5 - PROGRESS: at 51.11% examples, 729762 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:45,004 : INFO : EPOCH 5 - PROGRESS: at 51.48% examples, 729705 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:46,019 : INFO : EPOCH 5 - PROGRESS: at 51.83% examples, 729706 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:47,034 : INFO : EPOCH 5 - PROGRESS: at 52.19% examples, 729742 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:48,034 : INFO : EPOCH 5 - PROGRESS: at 52.59% examples, 729748 words/s, in_qsize 7, out_qsize 1
2020-07-24 12:45:49,041 : INFO : EPOCH 5 - PROGRESS: at 52.93% examples, 729803 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:50,044 : INFO : EPOCH 5 - PROGRESS: at 53.27% examples, 729794 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:51,047 : INFO : EPOCH 5 - PROGRESS: at 53.61% examples, 729872 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:52,055 : INFO : EPOCH 5 - PROGRESS: at 53.96% examples, 729981 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:53,060 : INFO : EPOCH 5 - PROGRESS: at 54.29% examples, 730074 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:54,061 : INFO : EPOCH 5 - PROGRESS: at 54.67% examples, 730028 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:45:55,063 : INFO : EPOCH 5 - PROGRESS: at 55.02% examples, 730114 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:56,068 : INFO : EPOCH 5 - PROGRESS: at 55.33% examples, 730171 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:57,072 : INFO : EPOCH 5 - PROGRESS: at 55.68% examples, 730215 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:58,074 : INFO : EPOCH 5 - PROGRESS: at 56.01% examples, 730246 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:45:59,080 : INFO : EPOCH 5 - PROGRESS: at 56.35% examples, 730253 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:00,092 : INFO : EPOCH 5 - PROGRESS: at 56.70% examples, 730244 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:01,095 : INFO : EPOCH 5 - PROGRESS: at 57.07% examples, 730265 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:02,104 : INFO : EPOCH 5 - PROGRESS: at 57.40% examples, 730320 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:03,110 : INFO : EPOCH 5 - PROGRESS: at 57.79% examples, 730346 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:04,111 : INFO : EPOCH 5 - PROGRESS: at 58.13% examples, 730376 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:05,111 : INFO : EPOCH 5 - PROGRESS: at 58.47% examples, 730368 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:06,113 : INFO : EPOCH 5 - PROGRESS: at 58.82% examples, 730519 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:07,121 : INFO : EPOCH 5 - PROGRESS: at 59.20% examples, 730461 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:46:08,124 : INFO : EPOCH 5 - PROGRESS: at 59.57% examples, 730482 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:09,126 : INFO : EPOCH 5 - PROGRESS: at 59.90% examples, 730499 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:46:10,135 : INFO : EPOCH 5 - PROGRESS: at 60.24% examples, 730496 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:11,145 : INFO : EPOCH 5 - PROGRESS: at 60.61% examples, 730436 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:12,150 : INFO : EPOCH 5 - PROGRESS: at 60.97% examples, 730517 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:13,152 : INFO : EPOCH 5 - PROGRESS: at 61.34% examples, 730502 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:14,158 : INFO : EPOCH 5 - PROGRESS: at 61.70% examples, 730419 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:15,176 : INFO : EPOCH 5 - PROGRESS: at 62.06% examples, 730351 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:16,185 : INFO : EPOCH 5 - PROGRESS: at 62.43% examples, 730379 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:17,190 : INFO : EPOCH 5 - PROGRESS: at 62.78% examples, 730407 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:18,200 : INFO : EPOCH 5 - PROGRESS: at 63.15% examples, 730448 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:19,203 : INFO : EPOCH 5 - PROGRESS: at 63.54% examples, 730459 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:20,205 : INFO : EPOCH 5 - PROGRESS: at 63.87% examples, 730475 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:21,209 : INFO : EPOCH 5 - PROGRESS: at 64.23% examples, 730502 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:22,219 : INFO : EPOCH 5 - PROGRESS: at 64.59% examples, 730532 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:23,227 : INFO : EPOCH 5 - PROGRESS: at 64.93% examples, 730570 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:24,234 : INFO : EPOCH 5 - PROGRESS: at 65.30% examples, 730487 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:25,244 : INFO : EPOCH 5 - PROGRESS: at 65.66% examples, 730481 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:26,245 : INFO : EPOCH 5 - PROGRESS: at 66.01% examples, 730494 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:27,249 : INFO : EPOCH 5 - PROGRESS: at 66.39% examples, 730538 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:28,254 : INFO : EPOCH 5 - PROGRESS: at 66.75% examples, 730545 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:29,260 : INFO : EPOCH 5 - PROGRESS: at 67.11% examples, 730533 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:30,280 : INFO : EPOCH 5 - PROGRESS: at 67.46% examples, 730566 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:31,305 : INFO : EPOCH 5 - PROGRESS: at 67.81% examples, 730577 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:32,308 : INFO : EPOCH 5 - PROGRESS: at 68.17% examples, 730568 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:46:33,319 : INFO : EPOCH 5 - PROGRESS: at 68.53% examples, 730581 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:34,320 : INFO : EPOCH 5 - PROGRESS: at 68.86% examples, 730575 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:35,339 : INFO : EPOCH 5 - PROGRESS: at 69.21% examples, 730611 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:36,343 : INFO : EPOCH 5 - PROGRESS: at 69.55% examples, 730662 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:46:37,347 : INFO : EPOCH 5 - PROGRESS: at 69.93% examples, 730606 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:46:38,348 : INFO : EPOCH 5 - PROGRESS: at 70.28% examples, 730650 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:39,362 : INFO : EPOCH 5 - PROGRESS: at 70.63% examples, 730662 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:46:40,367 : INFO : EPOCH 5 - PROGRESS: at 70.98% examples, 730689 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:41,367 : INFO : EPOCH 5 - PROGRESS: at 71.33% examples, 730723 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:42,374 : INFO : EPOCH 5 - PROGRESS: at 71.69% examples, 730737 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:46:43,397 : INFO : EPOCH 5 - PROGRESS: at 72.08% examples, 730716 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:46:44,403 : INFO : EPOCH 5 - PROGRESS: at 72.47% examples, 730724 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:45,406 : INFO : EPOCH 5 - PROGRESS: at 72.82% examples, 730720 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:46,407 : INFO : EPOCH 5 - PROGRESS: at 73.16% examples, 730703 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:47,410 : INFO : EPOCH 5 - PROGRESS: at 73.54% examples, 730752 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:48,416 : INFO : EPOCH 5 - PROGRESS: at 73.86% examples, 730811 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:49,423 : INFO : EPOCH 5 - PROGRESS: at 74.20% examples, 730820 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:50,424 : INFO : EPOCH 5 - PROGRESS: at 74.55% examples, 730877 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:51,430 : INFO : EPOCH 5 - PROGRESS: at 74.89% examples, 730877 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:52,434 : INFO : EPOCH 5 - PROGRESS: at 75.25% examples, 730880 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:53,435 : INFO : EPOCH 5 - PROGRESS: at 75.59% examples, 730860 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:54,436 : INFO : EPOCH 5 - PROGRESS: at 75.93% examples, 730950 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:46:55,448 : INFO : EPOCH 5 - PROGRESS: at 76.29% examples, 730909 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:56,472 : INFO : EPOCH 5 - PROGRESS: at 76.65% examples, 730893 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:57,490 : INFO : EPOCH 5 - PROGRESS: at 77.02% examples, 730893 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:58,501 : INFO : EPOCH 5 - PROGRESS: at 77.37% examples, 730947 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:46:59,511 : INFO : EPOCH 5 - PROGRESS: at 77.71% examples, 730975 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:47:00,526 : INFO : EPOCH 5 - PROGRESS: at 78.07% examples, 730959 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:47:01,547 : INFO : EPOCH 5 - PROGRESS: at 78.45% examples, 730957 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:02,548 : INFO : EPOCH 5 - PROGRESS: at 78.80% examples, 730976 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:03,549 : INFO : EPOCH 5 - PROGRESS: at 79.13% examples, 731022 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:04,555 : INFO : EPOCH 5 - PROGRESS: at 79.47% examples, 731081 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:05,573 : INFO : EPOCH 5 - PROGRESS: at 79.84% examples, 731079 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:06,586 : INFO : EPOCH 5 - PROGRESS: at 80.19% examples, 731111 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:07,591 : INFO : EPOCH 5 - PROGRESS: at 80.55% examples, 731133 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:08,591 : INFO : EPOCH 5 - PROGRESS: at 80.90% examples, 731191 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:09,595 : INFO : EPOCH 5 - PROGRESS: at 81.23% examples, 731121 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:10,605 : INFO : EPOCH 5 - PROGRESS: at 81.60% examples, 731101 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:11,606 : INFO : EPOCH 5 - PROGRESS: at 81.98% examples, 731097 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:12,625 : INFO : EPOCH 5 - PROGRESS: at 82.31% examples, 731093 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:13,630 : INFO : EPOCH 5 - PROGRESS: at 82.68% examples, 731099 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:14,637 : INFO : EPOCH 5 - PROGRESS: at 83.02% examples, 731062 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:15,638 : INFO : EPOCH 5 - PROGRESS: at 83.37% examples, 731106 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:16,656 : INFO : EPOCH 5 - PROGRESS: at 83.76% examples, 731097 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:17,664 : INFO : EPOCH 5 - PROGRESS: at 84.10% examples, 731121 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:18,665 : INFO : EPOCH 5 - PROGRESS: at 84.43% examples, 731109 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:19,670 : INFO : EPOCH 5 - PROGRESS: at 84.78% examples, 731107 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:20,670 : INFO : EPOCH 5 - PROGRESS: at 85.13% examples, 731125 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:21,671 : INFO : EPOCH 5 - PROGRESS: at 85.47% examples, 731110 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:22,675 : INFO : EPOCH 5 - PROGRESS: at 85.82% examples, 731091 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:23,677 : INFO : EPOCH 5 - PROGRESS: at 86.16% examples, 731101 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:24,677 : INFO : EPOCH 5 - PROGRESS: at 86.50% examples, 731119 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:25,685 : INFO : EPOCH 5 - PROGRESS: at 86.87% examples, 731168 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:26,694 : INFO : EPOCH 5 - PROGRESS: at 87.20% examples, 731186 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:27,718 : INFO : EPOCH 5 - PROGRESS: at 87.55% examples, 731161 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:28,728 : INFO : EPOCH 5 - PROGRESS: at 87.92% examples, 731198 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:29,734 : INFO : EPOCH 5 - PROGRESS: at 88.26% examples, 731209 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:30,739 : INFO : EPOCH 5 - PROGRESS: at 88.65% examples, 731209 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:31,759 : INFO : EPOCH 5 - PROGRESS: at 88.99% examples, 731221 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:32,760 : INFO : EPOCH 5 - PROGRESS: at 89.33% examples, 731252 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:33,761 : INFO : EPOCH 5 - PROGRESS: at 89.68% examples, 731282 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:34,762 : INFO : EPOCH 5 - PROGRESS: at 90.05% examples, 731281 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:35,771 : INFO : EPOCH 5 - PROGRESS: at 90.42% examples, 731272 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:36,776 : INFO : EPOCH 5 - PROGRESS: at 90.76% examples, 731295 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:47:37,783 : INFO : EPOCH 5 - PROGRESS: at 91.09% examples, 731275 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:38,789 : INFO : EPOCH 5 - PROGRESS: at 91.44% examples, 731234 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:39,799 : INFO : EPOCH 5 - PROGRESS: at 91.78% examples, 731137 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:40,809 : INFO : EPOCH 5 - PROGRESS: at 92.13% examples, 730985 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:41,810 : INFO : EPOCH 5 - PROGRESS: at 92.47% examples, 730929 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:42,827 : INFO : EPOCH 5 - PROGRESS: at 92.78% examples, 730602 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:43,840 : INFO : EPOCH 5 - PROGRESS: at 93.07% examples, 730091 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:47:44,856 : INFO : EPOCH 5 - PROGRESS: at 93.39% examples, 730112 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:45,862 : INFO : EPOCH 5 - PROGRESS: at 93.75% examples, 730090 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:46,871 : INFO : EPOCH 5 - PROGRESS: at 94.12% examples, 730074 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:47,879 : INFO : EPOCH 5 - PROGRESS: at 94.49% examples, 730068 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:48,899 : INFO : EPOCH 5 - PROGRESS: at 94.83% examples, 730112 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:49,904 : INFO : EPOCH 5 - PROGRESS: at 95.20% examples, 730140 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:47:50,909 : INFO : EPOCH 5 - PROGRESS: at 95.55% examples, 730184 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:51,928 : INFO : EPOCH 5 - PROGRESS: at 95.91% examples, 730147 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:52,933 : INFO : EPOCH 5 - PROGRESS: at 96.30% examples, 730177 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:53,947 : INFO : EPOCH 5 - PROGRESS: at 96.67% examples, 730162 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:54,963 : INFO : EPOCH 5 - PROGRESS: at 97.04% examples, 730178 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:55,966 : INFO : EPOCH 5 - PROGRESS: at 97.41% examples, 730167 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:56,968 : INFO : EPOCH 5 - PROGRESS: at 97.77% examples, 730165 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:57,968 : INFO : EPOCH 5 - PROGRESS: at 98.14% examples, 730149 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:58,973 : INFO : EPOCH 5 - PROGRESS: at 98.48% examples, 730180 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:47:59,983 : INFO : EPOCH 5 - PROGRESS: at 98.83% examples, 730173 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:00,988 : INFO : EPOCH 5 - PROGRESS: at 99.19% examples, 730166 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:01,995 : INFO : EPOCH 5 - PROGRESS: at 99.58% examples, 730130 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:02,996 : INFO : EPOCH 5 - PROGRESS: at 99.94% examples, 730106 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:03,126 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 12:48:03,132 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 12:48:03,133 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 12:48:03,138 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 12:48:03,139 : INFO : EPOCH - 5 : training on 266972912 raw words (207419495 effective words) took 284.1s, 730138 effective words/s
2020-07-24 12:48:04,156 : INFO : EPOCH 6 - PROGRESS: at 0.36% examples, 713970 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:05,160 : INFO : EPOCH 6 - PROGRESS: at 0.70% examples, 725945 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:06,164 : INFO : EPOCH 6 - PROGRESS: at 1.06% examples, 728281 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:07,171 : INFO : EPOCH 6 - PROGRESS: at 1.43% examples, 725389 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:08,179 : INFO : EPOCH 6 - PROGRESS: at 1.79% examples, 726682 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:09,188 : INFO : EPOCH 6 - PROGRESS: at 2.16% examples, 728386 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:10,200 : INFO : EPOCH 6 - PROGRESS: at 2.52% examples, 728687 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:11,206 : INFO : EPOCH 6 - PROGRESS: at 2.90% examples, 728056 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:12,214 : INFO : EPOCH 6 - PROGRESS: at 3.25% examples, 728352 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:13,217 : INFO : EPOCH 6 - PROGRESS: at 3.59% examples, 729070 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:48:14,223 : INFO : EPOCH 6 - PROGRESS: at 3.95% examples, 728307 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:15,241 : INFO : EPOCH 6 - PROGRESS: at 4.34% examples, 728511 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:16,247 : INFO : EPOCH 6 - PROGRESS: at 4.71% examples, 727896 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:17,271 : INFO : EPOCH 6 - PROGRESS: at 5.07% examples, 727971 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:18,293 : INFO : EPOCH 6 - PROGRESS: at 5.42% examples, 728804 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:19,296 : INFO : EPOCH 6 - PROGRESS: at 5.77% examples, 730029 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:20,303 : INFO : EPOCH 6 - PROGRESS: at 6.13% examples, 729911 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:21,322 : INFO : EPOCH 6 - PROGRESS: at 6.51% examples, 730102 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:22,328 : INFO : EPOCH 6 - PROGRESS: at 6.86% examples, 730037 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:23,346 : INFO : EPOCH 6 - PROGRESS: at 7.22% examples, 730294 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:24,353 : INFO : EPOCH 6 - PROGRESS: at 7.58% examples, 731219 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:25,358 : INFO : EPOCH 6 - PROGRESS: at 7.92% examples, 731277 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:26,361 : INFO : EPOCH 6 - PROGRESS: at 8.26% examples, 731753 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:27,362 : INFO : EPOCH 6 - PROGRESS: at 8.61% examples, 731954 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:28,369 : INFO : EPOCH 6 - PROGRESS: at 8.93% examples, 731979 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:29,376 : INFO : EPOCH 6 - PROGRESS: at 9.27% examples, 731820 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:30,385 : INFO : EPOCH 6 - PROGRESS: at 9.62% examples, 732041 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:31,391 : INFO : EPOCH 6 - PROGRESS: at 9.97% examples, 732092 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:32,406 : INFO : EPOCH 6 - PROGRESS: at 10.34% examples, 732002 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:33,419 : INFO : EPOCH 6 - PROGRESS: at 10.67% examples, 731866 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:34,424 : INFO : EPOCH 6 - PROGRESS: at 11.03% examples, 732123 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:48:35,425 : INFO : EPOCH 6 - PROGRESS: at 11.38% examples, 732191 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:36,433 : INFO : EPOCH 6 - PROGRESS: at 11.77% examples, 731942 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:37,444 : INFO : EPOCH 6 - PROGRESS: at 12.14% examples, 731709 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:38,445 : INFO : EPOCH 6 - PROGRESS: at 12.50% examples, 732068 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:39,454 : INFO : EPOCH 6 - PROGRESS: at 12.85% examples, 731833 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:40,462 : INFO : EPOCH 6 - PROGRESS: at 13.20% examples, 732133 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:41,484 : INFO : EPOCH 6 - PROGRESS: at 13.58% examples, 732251 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:42,486 : INFO : EPOCH 6 - PROGRESS: at 13.94% examples, 732534 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:43,498 : INFO : EPOCH 6 - PROGRESS: at 14.31% examples, 732268 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:44,499 : INFO : EPOCH 6 - PROGRESS: at 14.67% examples, 732259 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:45,514 : INFO : EPOCH 6 - PROGRESS: at 15.03% examples, 732070 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:46,525 : INFO : EPOCH 6 - PROGRESS: at 15.37% examples, 732300 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:47,526 : INFO : EPOCH 6 - PROGRESS: at 15.72% examples, 732396 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:48,533 : INFO : EPOCH 6 - PROGRESS: at 16.06% examples, 732241 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:49,543 : INFO : EPOCH 6 - PROGRESS: at 16.43% examples, 732299 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:50,545 : INFO : EPOCH 6 - PROGRESS: at 16.80% examples, 732134 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:51,550 : INFO : EPOCH 6 - PROGRESS: at 17.16% examples, 732231 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:52,569 : INFO : EPOCH 6 - PROGRESS: at 17.52% examples, 732266 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:53,576 : INFO : EPOCH 6 - PROGRESS: at 17.89% examples, 732487 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:54,593 : INFO : EPOCH 6 - PROGRESS: at 18.24% examples, 732420 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:55,593 : INFO : EPOCH 6 - PROGRESS: at 18.59% examples, 732393 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:56,603 : INFO : EPOCH 6 - PROGRESS: at 18.95% examples, 732328 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:57,608 : INFO : EPOCH 6 - PROGRESS: at 19.30% examples, 732476 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:58,610 : INFO : EPOCH 6 - PROGRESS: at 19.66% examples, 732303 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:48:59,619 : INFO : EPOCH 6 - PROGRESS: at 20.02% examples, 732460 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:00,623 : INFO : EPOCH 6 - PROGRESS: at 20.34% examples, 732562 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:49:01,629 : INFO : EPOCH 6 - PROGRESS: at 20.70% examples, 732458 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:02,631 : INFO : EPOCH 6 - PROGRESS: at 21.06% examples, 732168 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:03,638 : INFO : EPOCH 6 - PROGRESS: at 21.41% examples, 732397 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:04,641 : INFO : EPOCH 6 - PROGRESS: at 21.76% examples, 732294 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:05,641 : INFO : EPOCH 6 - PROGRESS: at 22.12% examples, 732403 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:06,649 : INFO : EPOCH 6 - PROGRESS: at 22.47% examples, 732318 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:07,660 : INFO : EPOCH 6 - PROGRESS: at 22.80% examples, 732242 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:08,661 : INFO : EPOCH 6 - PROGRESS: at 23.17% examples, 732184 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:09,670 : INFO : EPOCH 6 - PROGRESS: at 23.53% examples, 732219 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:10,684 : INFO : EPOCH 6 - PROGRESS: at 23.88% examples, 732279 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:11,690 : INFO : EPOCH 6 - PROGRESS: at 24.23% examples, 732457 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:12,692 : INFO : EPOCH 6 - PROGRESS: at 24.58% examples, 732552 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:13,699 : INFO : EPOCH 6 - PROGRESS: at 24.92% examples, 732509 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:14,715 : INFO : EPOCH 6 - PROGRESS: at 25.29% examples, 732439 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:49:15,734 : INFO : EPOCH 6 - PROGRESS: at 25.65% examples, 732540 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:16,738 : INFO : EPOCH 6 - PROGRESS: at 26.04% examples, 732427 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:17,745 : INFO : EPOCH 6 - PROGRESS: at 26.40% examples, 732332 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:18,752 : INFO : EPOCH 6 - PROGRESS: at 26.77% examples, 732408 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:19,753 : INFO : EPOCH 6 - PROGRESS: at 27.12% examples, 732480 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:49:20,767 : INFO : EPOCH 6 - PROGRESS: at 27.47% examples, 732525 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:21,770 : INFO : EPOCH 6 - PROGRESS: at 27.81% examples, 732547 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:22,775 : INFO : EPOCH 6 - PROGRESS: at 28.19% examples, 732591 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:23,776 : INFO : EPOCH 6 - PROGRESS: at 28.55% examples, 732516 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:49:24,786 : INFO : EPOCH 6 - PROGRESS: at 28.91% examples, 732414 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:25,792 : INFO : EPOCH 6 - PROGRESS: at 29.23% examples, 732496 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:26,793 : INFO : EPOCH 6 - PROGRESS: at 29.59% examples, 732567 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:27,811 : INFO : EPOCH 6 - PROGRESS: at 29.93% examples, 732520 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:28,816 : INFO : EPOCH 6 - PROGRESS: at 30.27% examples, 732658 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:29,828 : INFO : EPOCH 6 - PROGRESS: at 30.63% examples, 732630 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:30,834 : INFO : EPOCH 6 - PROGRESS: at 31.00% examples, 732587 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:31,836 : INFO : EPOCH 6 - PROGRESS: at 31.39% examples, 732469 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:32,845 : INFO : EPOCH 6 - PROGRESS: at 31.73% examples, 732679 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:33,850 : INFO : EPOCH 6 - PROGRESS: at 32.08% examples, 732612 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:34,853 : INFO : EPOCH 6 - PROGRESS: at 32.45% examples, 732725 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:35,867 : INFO : EPOCH 6 - PROGRESS: at 32.80% examples, 732677 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:36,874 : INFO : EPOCH 6 - PROGRESS: at 33.15% examples, 732747 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:37,877 : INFO : EPOCH 6 - PROGRESS: at 33.51% examples, 732740 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:38,880 : INFO : EPOCH 6 - PROGRESS: at 33.84% examples, 732781 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:49:39,884 : INFO : EPOCH 6 - PROGRESS: at 34.21% examples, 732841 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:49:40,902 : INFO : EPOCH 6 - PROGRESS: at 34.54% examples, 732816 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:41,903 : INFO : EPOCH 6 - PROGRESS: at 34.91% examples, 732820 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:42,910 : INFO : EPOCH 6 - PROGRESS: at 35.25% examples, 732843 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:43,913 : INFO : EPOCH 6 - PROGRESS: at 35.60% examples, 732821 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:49:44,915 : INFO : EPOCH 6 - PROGRESS: at 35.95% examples, 732840 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:45,935 : INFO : EPOCH 6 - PROGRESS: at 36.30% examples, 732767 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:46,936 : INFO : EPOCH 6 - PROGRESS: at 36.63% examples, 732874 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:49:47,936 : INFO : EPOCH 6 - PROGRESS: at 36.97% examples, 732948 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:48,940 : INFO : EPOCH 6 - PROGRESS: at 37.31% examples, 732947 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:49,945 : INFO : EPOCH 6 - PROGRESS: at 37.68% examples, 732863 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:49:50,952 : INFO : EPOCH 6 - PROGRESS: at 38.03% examples, 732855 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:51,972 : INFO : EPOCH 6 - PROGRESS: at 38.42% examples, 732788 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:52,981 : INFO : EPOCH 6 - PROGRESS: at 38.77% examples, 732855 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:53,998 : INFO : EPOCH 6 - PROGRESS: at 39.13% examples, 732813 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:55,007 : INFO : EPOCH 6 - PROGRESS: at 39.49% examples, 732830 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:56,015 : INFO : EPOCH 6 - PROGRESS: at 39.86% examples, 732818 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:57,025 : INFO : EPOCH 6 - PROGRESS: at 40.20% examples, 732748 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:58,034 : INFO : EPOCH 6 - PROGRESS: at 40.55% examples, 732786 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:49:59,042 : INFO : EPOCH 6 - PROGRESS: at 40.90% examples, 732702 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:00,052 : INFO : EPOCH 6 - PROGRESS: at 41.26% examples, 732737 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:01,063 : INFO : EPOCH 6 - PROGRESS: at 41.63% examples, 732773 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:02,064 : INFO : EPOCH 6 - PROGRESS: at 41.98% examples, 732769 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:03,069 : INFO : EPOCH 6 - PROGRESS: at 42.33% examples, 732645 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:04,069 : INFO : EPOCH 6 - PROGRESS: at 42.70% examples, 732628 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:05,080 : INFO : EPOCH 6 - PROGRESS: at 43.03% examples, 732618 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:06,098 : INFO : EPOCH 6 - PROGRESS: at 43.39% examples, 732668 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:07,102 : INFO : EPOCH 6 - PROGRESS: at 43.74% examples, 732684 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:08,111 : INFO : EPOCH 6 - PROGRESS: at 44.13% examples, 732596 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:09,111 : INFO : EPOCH 6 - PROGRESS: at 44.50% examples, 732643 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:10,115 : INFO : EPOCH 6 - PROGRESS: at 44.88% examples, 732618 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:11,116 : INFO : EPOCH 6 - PROGRESS: at 45.23% examples, 732601 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:12,118 : INFO : EPOCH 6 - PROGRESS: at 45.58% examples, 732580 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:50:13,133 : INFO : EPOCH 6 - PROGRESS: at 45.94% examples, 732541 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:14,136 : INFO : EPOCH 6 - PROGRESS: at 46.35% examples, 732529 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:15,144 : INFO : EPOCH 6 - PROGRESS: at 46.69% examples, 732566 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:16,146 : INFO : EPOCH 6 - PROGRESS: at 47.06% examples, 732546 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:17,156 : INFO : EPOCH 6 - PROGRESS: at 47.44% examples, 732543 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:18,168 : INFO : EPOCH 6 - PROGRESS: at 47.80% examples, 732508 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:19,170 : INFO : EPOCH 6 - PROGRESS: at 48.17% examples, 732375 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:20,172 : INFO : EPOCH 6 - PROGRESS: at 48.51% examples, 732118 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:21,182 : INFO : EPOCH 6 - PROGRESS: at 48.86% examples, 731844 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:22,197 : INFO : EPOCH 6 - PROGRESS: at 49.20% examples, 731603 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:23,214 : INFO : EPOCH 6 - PROGRESS: at 49.48% examples, 730635 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:24,223 : INFO : EPOCH 6 - PROGRESS: at 49.80% examples, 730078 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:50:25,227 : INFO : EPOCH 6 - PROGRESS: at 50.14% examples, 730116 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:26,228 : INFO : EPOCH 6 - PROGRESS: at 50.50% examples, 730270 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:27,237 : INFO : EPOCH 6 - PROGRESS: at 50.85% examples, 730241 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:28,240 : INFO : EPOCH 6 - PROGRESS: at 51.20% examples, 730309 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:29,247 : INFO : EPOCH 6 - PROGRESS: at 51.58% examples, 730242 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:30,252 : INFO : EPOCH 6 - PROGRESS: at 51.93% examples, 730337 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:31,252 : INFO : EPOCH 6 - PROGRESS: at 52.30% examples, 730375 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:32,257 : INFO : EPOCH 6 - PROGRESS: at 52.67% examples, 730339 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:33,276 : INFO : EPOCH 6 - PROGRESS: at 53.01% examples, 730403 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:34,285 : INFO : EPOCH 6 - PROGRESS: at 53.37% examples, 730489 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:35,292 : INFO : EPOCH 6 - PROGRESS: at 53.72% examples, 730501 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:36,307 : INFO : EPOCH 6 - PROGRESS: at 54.05% examples, 730593 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:37,317 : INFO : EPOCH 6 - PROGRESS: at 54.40% examples, 730592 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:38,323 : INFO : EPOCH 6 - PROGRESS: at 54.77% examples, 730549 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:39,324 : INFO : EPOCH 6 - PROGRESS: at 55.11% examples, 730634 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:40,326 : INFO : EPOCH 6 - PROGRESS: at 55.44% examples, 730742 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:41,327 : INFO : EPOCH 6 - PROGRESS: at 55.76% examples, 730767 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:42,344 : INFO : EPOCH 6 - PROGRESS: at 56.11% examples, 730773 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:43,346 : INFO : EPOCH 6 - PROGRESS: at 56.46% examples, 730777 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:44,349 : INFO : EPOCH 6 - PROGRESS: at 56.82% examples, 730797 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:45,357 : INFO : EPOCH 6 - PROGRESS: at 57.18% examples, 730735 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:46,379 : INFO : EPOCH 6 - PROGRESS: at 57.50% examples, 730732 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:47,396 : INFO : EPOCH 6 - PROGRESS: at 57.89% examples, 730739 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:50:48,409 : INFO : EPOCH 6 - PROGRESS: at 58.24% examples, 730763 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:49,411 : INFO : EPOCH 6 - PROGRESS: at 58.58% examples, 730791 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:50,422 : INFO : EPOCH 6 - PROGRESS: at 58.93% examples, 730832 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:51,437 : INFO : EPOCH 6 - PROGRESS: at 59.32% examples, 730863 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:52,451 : INFO : EPOCH 6 - PROGRESS: at 59.69% examples, 730859 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:50:53,453 : INFO : EPOCH 6 - PROGRESS: at 60.03% examples, 730933 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:54,458 : INFO : EPOCH 6 - PROGRESS: at 60.37% examples, 730963 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:55,468 : INFO : EPOCH 6 - PROGRESS: at 60.73% examples, 730955 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:56,469 : INFO : EPOCH 6 - PROGRESS: at 61.10% examples, 730928 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:57,486 : INFO : EPOCH 6 - PROGRESS: at 61.48% examples, 730927 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:58,491 : INFO : EPOCH 6 - PROGRESS: at 61.83% examples, 730926 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:50:59,496 : INFO : EPOCH 6 - PROGRESS: at 62.20% examples, 730950 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:00,502 : INFO : EPOCH 6 - PROGRESS: at 62.57% examples, 730912 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:01,503 : INFO : EPOCH 6 - PROGRESS: at 62.92% examples, 730961 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:02,504 : INFO : EPOCH 6 - PROGRESS: at 63.28% examples, 731001 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:03,511 : INFO : EPOCH 6 - PROGRESS: at 63.66% examples, 731017 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:04,513 : INFO : EPOCH 6 - PROGRESS: at 64.01% examples, 731063 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:05,526 : INFO : EPOCH 6 - PROGRESS: at 64.35% examples, 731063 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:06,529 : INFO : EPOCH 6 - PROGRESS: at 64.72% examples, 731153 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:07,533 : INFO : EPOCH 6 - PROGRESS: at 65.07% examples, 731149 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:08,533 : INFO : EPOCH 6 - PROGRESS: at 65.43% examples, 731085 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:09,538 : INFO : EPOCH 6 - PROGRESS: at 65.79% examples, 731127 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:10,548 : INFO : EPOCH 6 - PROGRESS: at 66.14% examples, 731046 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:11,553 : INFO : EPOCH 6 - PROGRESS: at 66.51% examples, 731096 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:12,554 : INFO : EPOCH 6 - PROGRESS: at 66.89% examples, 731141 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:13,556 : INFO : EPOCH 6 - PROGRESS: at 67.23% examples, 731134 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:14,565 : INFO : EPOCH 6 - PROGRESS: at 67.58% examples, 731121 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:15,571 : INFO : EPOCH 6 - PROGRESS: at 67.94% examples, 731103 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:16,576 : INFO : EPOCH 6 - PROGRESS: at 68.29% examples, 731119 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:17,586 : INFO : EPOCH 6 - PROGRESS: at 68.65% examples, 731158 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:18,590 : INFO : EPOCH 6 - PROGRESS: at 68.98% examples, 731191 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:19,598 : INFO : EPOCH 6 - PROGRESS: at 69.32% examples, 731201 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:20,616 : INFO : EPOCH 6 - PROGRESS: at 69.69% examples, 731184 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:21,616 : INFO : EPOCH 6 - PROGRESS: at 70.04% examples, 731157 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:22,632 : INFO : EPOCH 6 - PROGRESS: at 70.40% examples, 731190 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:23,651 : INFO : EPOCH 6 - PROGRESS: at 70.76% examples, 731210 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:51:24,673 : INFO : EPOCH 6 - PROGRESS: at 71.11% examples, 731227 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:51:25,696 : INFO : EPOCH 6 - PROGRESS: at 71.47% examples, 731219 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:26,697 : INFO : EPOCH 6 - PROGRESS: at 71.84% examples, 731216 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:27,698 : INFO : EPOCH 6 - PROGRESS: at 72.23% examples, 731248 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:28,704 : INFO : EPOCH 6 - PROGRESS: at 72.59% examples, 731226 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:51:29,704 : INFO : EPOCH 6 - PROGRESS: at 72.94% examples, 731201 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:51:30,728 : INFO : EPOCH 6 - PROGRESS: at 73.31% examples, 731163 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:31,733 : INFO : EPOCH 6 - PROGRESS: at 73.65% examples, 731206 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:32,745 : INFO : EPOCH 6 - PROGRESS: at 73.99% examples, 731254 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:33,755 : INFO : EPOCH 6 - PROGRESS: at 74.33% examples, 731240 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:34,767 : INFO : EPOCH 6 - PROGRESS: at 74.69% examples, 731251 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:51:35,779 : INFO : EPOCH 6 - PROGRESS: at 75.03% examples, 731295 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:36,782 : INFO : EPOCH 6 - PROGRESS: at 75.39% examples, 731301 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:37,796 : INFO : EPOCH 6 - PROGRESS: at 75.72% examples, 731330 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:38,797 : INFO : EPOCH 6 - PROGRESS: at 76.08% examples, 731337 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:39,803 : INFO : EPOCH 6 - PROGRESS: at 76.43% examples, 731315 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:40,806 : INFO : EPOCH 6 - PROGRESS: at 76.78% examples, 731307 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:41,811 : INFO : EPOCH 6 - PROGRESS: at 77.15% examples, 731311 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:42,820 : INFO : EPOCH 6 - PROGRESS: at 77.50% examples, 731324 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:43,820 : INFO : EPOCH 6 - PROGRESS: at 77.83% examples, 731299 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:44,833 : INFO : EPOCH 6 - PROGRESS: at 78.19% examples, 731311 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:45,859 : INFO : EPOCH 6 - PROGRESS: at 78.56% examples, 731278 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:46,870 : INFO : EPOCH 6 - PROGRESS: at 78.92% examples, 731317 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:47,877 : INFO : EPOCH 6 - PROGRESS: at 79.24% examples, 731371 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:48,889 : INFO : EPOCH 6 - PROGRESS: at 79.59% examples, 731404 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:51:49,896 : INFO : EPOCH 6 - PROGRESS: at 79.96% examples, 731439 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:50,910 : INFO : EPOCH 6 - PROGRESS: at 80.31% examples, 731467 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:51,923 : INFO : EPOCH 6 - PROGRESS: at 80.67% examples, 731484 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:52,929 : INFO : EPOCH 6 - PROGRESS: at 81.01% examples, 731535 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:53,944 : INFO : EPOCH 6 - PROGRESS: at 81.38% examples, 731479 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:51:54,955 : INFO : EPOCH 6 - PROGRESS: at 81.77% examples, 731472 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:55,958 : INFO : EPOCH 6 - PROGRESS: at 82.11% examples, 731530 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:56,964 : INFO : EPOCH 6 - PROGRESS: at 82.44% examples, 731497 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:57,964 : INFO : EPOCH 6 - PROGRESS: at 82.82% examples, 731502 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:58,972 : INFO : EPOCH 6 - PROGRESS: at 83.17% examples, 731529 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:51:59,982 : INFO : EPOCH 6 - PROGRESS: at 83.52% examples, 731559 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:01,001 : INFO : EPOCH 6 - PROGRESS: at 83.89% examples, 731531 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:02,002 : INFO : EPOCH 6 - PROGRESS: at 84.23% examples, 731573 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:03,014 : INFO : EPOCH 6 - PROGRESS: at 84.58% examples, 731553 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:04,024 : INFO : EPOCH 6 - PROGRESS: at 84.92% examples, 731572 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:05,025 : INFO : EPOCH 6 - PROGRESS: at 85.29% examples, 731599 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:06,034 : INFO : EPOCH 6 - PROGRESS: at 85.63% examples, 731571 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:07,044 : INFO : EPOCH 6 - PROGRESS: at 85.97% examples, 731575 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:08,046 : INFO : EPOCH 6 - PROGRESS: at 86.32% examples, 731542 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:09,061 : INFO : EPOCH 6 - PROGRESS: at 86.66% examples, 731573 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:10,063 : INFO : EPOCH 6 - PROGRESS: at 87.01% examples, 731538 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:11,066 : INFO : EPOCH 6 - PROGRESS: at 87.36% examples, 731626 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:12,070 : INFO : EPOCH 6 - PROGRESS: at 87.71% examples, 731583 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:13,082 : INFO : EPOCH 6 - PROGRESS: at 88.04% examples, 731604 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:14,089 : INFO : EPOCH 6 - PROGRESS: at 88.42% examples, 731598 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:15,097 : INFO : EPOCH 6 - PROGRESS: at 88.79% examples, 731607 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:16,103 : INFO : EPOCH 6 - PROGRESS: at 89.12% examples, 731626 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:17,103 : INFO : EPOCH 6 - PROGRESS: at 89.45% examples, 731657 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:18,114 : INFO : EPOCH 6 - PROGRESS: at 89.83% examples, 731656 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:19,118 : INFO : EPOCH 6 - PROGRESS: at 90.20% examples, 731666 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:20,120 : INFO : EPOCH 6 - PROGRESS: at 90.56% examples, 731673 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:21,138 : INFO : EPOCH 6 - PROGRESS: at 90.89% examples, 731664 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:22,148 : INFO : EPOCH 6 - PROGRESS: at 91.23% examples, 731668 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:23,149 : INFO : EPOCH 6 - PROGRESS: at 91.59% examples, 731693 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:24,152 : INFO : EPOCH 6 - PROGRESS: at 91.96% examples, 731696 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:25,157 : INFO : EPOCH 6 - PROGRESS: at 92.31% examples, 731669 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:26,158 : INFO : EPOCH 6 - PROGRESS: at 92.66% examples, 731705 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:27,165 : INFO : EPOCH 6 - PROGRESS: at 93.01% examples, 731694 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:28,185 : INFO : EPOCH 6 - PROGRESS: at 93.33% examples, 731740 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:29,189 : INFO : EPOCH 6 - PROGRESS: at 93.70% examples, 731759 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:52:30,190 : INFO : EPOCH 6 - PROGRESS: at 94.07% examples, 731716 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:31,190 : INFO : EPOCH 6 - PROGRESS: at 94.45% examples, 731774 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:32,193 : INFO : EPOCH 6 - PROGRESS: at 94.78% examples, 731819 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:33,205 : INFO : EPOCH 6 - PROGRESS: at 95.14% examples, 731850 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:34,207 : INFO : EPOCH 6 - PROGRESS: at 95.50% examples, 731873 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:35,227 : INFO : EPOCH 6 - PROGRESS: at 95.86% examples, 731853 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:36,247 : INFO : EPOCH 6 - PROGRESS: at 96.24% examples, 731843 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:37,253 : INFO : EPOCH 6 - PROGRESS: at 96.62% examples, 731869 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:52:38,257 : INFO : EPOCH 6 - PROGRESS: at 96.99% examples, 731888 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:39,259 : INFO : EPOCH 6 - PROGRESS: at 97.36% examples, 731881 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:40,267 : INFO : EPOCH 6 - PROGRESS: at 97.73% examples, 731878 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:41,293 : INFO : EPOCH 6 - PROGRESS: at 98.10% examples, 731863 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:42,303 : INFO : EPOCH 6 - PROGRESS: at 98.46% examples, 731871 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:43,305 : INFO : EPOCH 6 - PROGRESS: at 98.80% examples, 731897 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:44,305 : INFO : EPOCH 6 - PROGRESS: at 99.16% examples, 731924 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:45,308 : INFO : EPOCH 6 - PROGRESS: at 99.55% examples, 731855 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:46,313 : INFO : EPOCH 6 - PROGRESS: at 99.91% examples, 731817 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:46,534 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 12:52:46,542 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 12:52:46,543 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 12:52:46,547 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 12:52:46,548 : INFO : EPOCH - 6 : training on 266972912 raw words (207415073 effective words) took 283.4s, 731867 effective words/s
2020-07-24 12:52:47,558 : INFO : EPOCH 7 - PROGRESS: at 0.36% examples, 711703 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:48,558 : INFO : EPOCH 7 - PROGRESS: at 0.69% examples, 718459 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:49,564 : INFO : EPOCH 7 - PROGRESS: at 1.05% examples, 725617 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:50,567 : INFO : EPOCH 7 - PROGRESS: at 1.42% examples, 725204 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:51,581 : INFO : EPOCH 7 - PROGRESS: at 1.78% examples, 724651 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:52,584 : INFO : EPOCH 7 - PROGRESS: at 2.14% examples, 726472 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:53,588 : INFO : EPOCH 7 - PROGRESS: at 2.51% examples, 726639 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:52:54,591 : INFO : EPOCH 7 - PROGRESS: at 2.88% examples, 726679 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:55,591 : INFO : EPOCH 7 - PROGRESS: at 3.23% examples, 727573 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:56,603 : INFO : EPOCH 7 - PROGRESS: at 3.58% examples, 728514 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:57,605 : INFO : EPOCH 7 - PROGRESS: at 3.94% examples, 729005 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:58,634 : INFO : EPOCH 7 - PROGRESS: at 4.32% examples, 727062 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:52:59,638 : INFO : EPOCH 7 - PROGRESS: at 4.69% examples, 725504 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:00,655 : INFO : EPOCH 7 - PROGRESS: at 5.03% examples, 722871 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:01,662 : INFO : EPOCH 7 - PROGRESS: at 5.36% examples, 721613 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:02,699 : INFO : EPOCH 7 - PROGRESS: at 5.68% examples, 717551 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:03,706 : INFO : EPOCH 7 - PROGRESS: at 5.96% examples, 710581 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:04,724 : INFO : EPOCH 7 - PROGRESS: at 6.32% examples, 710683 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:05,727 : INFO : EPOCH 7 - PROGRESS: at 6.69% examples, 711843 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:06,738 : INFO : EPOCH 7 - PROGRESS: at 7.04% examples, 712172 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:07,740 : INFO : EPOCH 7 - PROGRESS: at 7.40% examples, 713543 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:08,741 : INFO : EPOCH 7 - PROGRESS: at 7.73% examples, 714356 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:09,741 : INFO : EPOCH 7 - PROGRESS: at 8.09% examples, 715874 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:10,750 : INFO : EPOCH 7 - PROGRESS: at 8.44% examples, 716377 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:11,751 : INFO : EPOCH 7 - PROGRESS: at 8.76% examples, 717378 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:12,758 : INFO : EPOCH 7 - PROGRESS: at 9.09% examples, 717817 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:13,759 : INFO : EPOCH 7 - PROGRESS: at 9.43% examples, 718142 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:14,769 : INFO : EPOCH 7 - PROGRESS: at 9.77% examples, 718655 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:53:15,773 : INFO : EPOCH 7 - PROGRESS: at 10.15% examples, 719108 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:16,779 : INFO : EPOCH 7 - PROGRESS: at 10.48% examples, 719394 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:17,779 : INFO : EPOCH 7 - PROGRESS: at 10.82% examples, 720121 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:18,784 : INFO : EPOCH 7 - PROGRESS: at 11.18% examples, 720520 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:19,786 : INFO : EPOCH 7 - PROGRESS: at 11.55% examples, 720462 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:20,792 : INFO : EPOCH 7 - PROGRESS: at 11.92% examples, 720751 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:21,798 : INFO : EPOCH 7 - PROGRESS: at 12.30% examples, 720767 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:22,804 : INFO : EPOCH 7 - PROGRESS: at 12.65% examples, 721154 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:23,808 : INFO : EPOCH 7 - PROGRESS: at 12.98% examples, 721355 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:24,810 : INFO : EPOCH 7 - PROGRESS: at 13.35% examples, 721671 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:25,811 : INFO : EPOCH 7 - PROGRESS: at 13.71% examples, 722002 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:26,816 : INFO : EPOCH 7 - PROGRESS: at 14.08% examples, 722386 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:27,818 : INFO : EPOCH 7 - PROGRESS: at 14.45% examples, 722852 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:28,819 : INFO : EPOCH 7 - PROGRESS: at 14.78% examples, 722945 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:29,825 : INFO : EPOCH 7 - PROGRESS: at 15.14% examples, 723099 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:30,826 : INFO : EPOCH 7 - PROGRESS: at 15.48% examples, 723142 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:31,836 : INFO : EPOCH 7 - PROGRESS: at 15.85% examples, 723305 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:32,839 : INFO : EPOCH 7 - PROGRESS: at 16.19% examples, 723484 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:53:33,842 : INFO : EPOCH 7 - PROGRESS: at 16.55% examples, 723558 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:34,852 : INFO : EPOCH 7 - PROGRESS: at 16.92% examples, 723397 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:35,856 : INFO : EPOCH 7 - PROGRESS: at 17.28% examples, 723645 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:36,872 : INFO : EPOCH 7 - PROGRESS: at 17.64% examples, 723812 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:37,873 : INFO : EPOCH 7 - PROGRESS: at 17.98% examples, 723936 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:38,880 : INFO : EPOCH 7 - PROGRESS: at 18.34% examples, 724122 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:39,881 : INFO : EPOCH 7 - PROGRESS: at 18.69% examples, 724165 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:40,886 : INFO : EPOCH 7 - PROGRESS: at 19.05% examples, 724371 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:41,890 : INFO : EPOCH 7 - PROGRESS: at 19.41% examples, 724519 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:42,892 : INFO : EPOCH 7 - PROGRESS: at 19.76% examples, 724520 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:43,892 : INFO : EPOCH 7 - PROGRESS: at 20.08% examples, 724662 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:44,897 : INFO : EPOCH 7 - PROGRESS: at 20.43% examples, 724756 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:45,910 : INFO : EPOCH 7 - PROGRESS: at 20.80% examples, 724762 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:46,921 : INFO : EPOCH 7 - PROGRESS: at 21.16% examples, 724750 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:53:47,938 : INFO : EPOCH 7 - PROGRESS: at 21.50% examples, 724926 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:48,947 : INFO : EPOCH 7 - PROGRESS: at 21.86% examples, 725008 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:49,950 : INFO : EPOCH 7 - PROGRESS: at 22.22% examples, 725157 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:50,952 : INFO : EPOCH 7 - PROGRESS: at 22.56% examples, 725212 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:51,960 : INFO : EPOCH 7 - PROGRESS: at 22.90% examples, 725426 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:52,983 : INFO : EPOCH 7 - PROGRESS: at 23.28% examples, 725489 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:53:53,986 : INFO : EPOCH 7 - PROGRESS: at 23.65% examples, 725536 words/s, in_qsize 7, out_qsize 1
2020-07-24 12:53:54,993 : INFO : EPOCH 7 - PROGRESS: at 23.97% examples, 725827 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:55,993 : INFO : EPOCH 7 - PROGRESS: at 24.32% examples, 725919 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:56,997 : INFO : EPOCH 7 - PROGRESS: at 24.66% examples, 726105 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:58,005 : INFO : EPOCH 7 - PROGRESS: at 25.02% examples, 726121 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:53:59,006 : INFO : EPOCH 7 - PROGRESS: at 25.40% examples, 726266 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:00,015 : INFO : EPOCH 7 - PROGRESS: at 25.75% examples, 726351 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:54:01,016 : INFO : EPOCH 7 - PROGRESS: at 26.13% examples, 726288 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:02,022 : INFO : EPOCH 7 - PROGRESS: at 26.50% examples, 726339 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:03,032 : INFO : EPOCH 7 - PROGRESS: at 26.85% examples, 726341 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:04,054 : INFO : EPOCH 7 - PROGRESS: at 27.20% examples, 726400 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:05,059 : INFO : EPOCH 7 - PROGRESS: at 27.55% examples, 726511 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:06,064 : INFO : EPOCH 7 - PROGRESS: at 27.90% examples, 726580 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:54:07,075 : INFO : EPOCH 7 - PROGRESS: at 28.28% examples, 726674 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:08,080 : INFO : EPOCH 7 - PROGRESS: at 28.64% examples, 726681 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:09,087 : INFO : EPOCH 7 - PROGRESS: at 28.99% examples, 726709 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:54:10,087 : INFO : EPOCH 7 - PROGRESS: at 29.33% examples, 726829 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:11,096 : INFO : EPOCH 7 - PROGRESS: at 29.68% examples, 726782 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:12,097 : INFO : EPOCH 7 - PROGRESS: at 30.00% examples, 726907 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:13,111 : INFO : EPOCH 7 - PROGRESS: at 30.34% examples, 726938 words/s, in_qsize 7, out_qsize 1
2020-07-24 12:54:14,115 : INFO : EPOCH 7 - PROGRESS: at 30.71% examples, 726928 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:15,117 : INFO : EPOCH 7 - PROGRESS: at 31.07% examples, 726993 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:16,120 : INFO : EPOCH 7 - PROGRESS: at 31.46% examples, 726845 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:17,126 : INFO : EPOCH 7 - PROGRESS: at 31.79% examples, 726968 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:18,128 : INFO : EPOCH 7 - PROGRESS: at 32.14% examples, 726788 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:19,132 : INFO : EPOCH 7 - PROGRESS: at 32.50% examples, 726977 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:20,133 : INFO : EPOCH 7 - PROGRESS: at 32.85% examples, 727137 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:21,145 : INFO : EPOCH 7 - PROGRESS: at 33.20% examples, 727179 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:22,151 : INFO : EPOCH 7 - PROGRESS: at 33.56% examples, 727249 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:23,156 : INFO : EPOCH 7 - PROGRESS: at 33.88% examples, 727326 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:24,157 : INFO : EPOCH 7 - PROGRESS: at 34.25% examples, 727425 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:25,162 : INFO : EPOCH 7 - PROGRESS: at 34.59% examples, 727504 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:26,175 : INFO : EPOCH 7 - PROGRESS: at 34.95% examples, 727502 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:27,177 : INFO : EPOCH 7 - PROGRESS: at 35.29% examples, 727524 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:28,180 : INFO : EPOCH 7 - PROGRESS: at 35.65% examples, 727587 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:29,182 : INFO : EPOCH 7 - PROGRESS: at 36.00% examples, 727688 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:30,183 : INFO : EPOCH 7 - PROGRESS: at 36.34% examples, 727729 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:31,184 : INFO : EPOCH 7 - PROGRESS: at 36.66% examples, 727829 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:32,198 : INFO : EPOCH 7 - PROGRESS: at 37.00% examples, 727797 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:33,218 : INFO : EPOCH 7 - PROGRESS: at 37.36% examples, 727796 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:34,227 : INFO : EPOCH 7 - PROGRESS: at 37.73% examples, 727850 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:35,249 : INFO : EPOCH 7 - PROGRESS: at 38.08% examples, 727770 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:36,255 : INFO : EPOCH 7 - PROGRESS: at 38.46% examples, 727811 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:54:37,260 : INFO : EPOCH 7 - PROGRESS: at 38.82% examples, 727925 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:38,272 : INFO : EPOCH 7 - PROGRESS: at 39.17% examples, 727951 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:39,273 : INFO : EPOCH 7 - PROGRESS: at 39.54% examples, 728033 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:40,283 : INFO : EPOCH 7 - PROGRESS: at 39.89% examples, 728042 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:54:41,285 : INFO : EPOCH 7 - PROGRESS: at 40.25% examples, 728078 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:42,301 : INFO : EPOCH 7 - PROGRESS: at 40.59% examples, 728109 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:43,306 : INFO : EPOCH 7 - PROGRESS: at 40.95% examples, 728212 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:44,316 : INFO : EPOCH 7 - PROGRESS: at 41.31% examples, 728196 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:45,318 : INFO : EPOCH 7 - PROGRESS: at 41.67% examples, 728256 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:46,319 : INFO : EPOCH 7 - PROGRESS: at 42.02% examples, 728289 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:47,322 : INFO : EPOCH 7 - PROGRESS: at 42.37% examples, 728380 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:48,332 : INFO : EPOCH 7 - PROGRESS: at 42.74% examples, 728349 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:49,339 : INFO : EPOCH 7 - PROGRESS: at 43.09% examples, 728388 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:50,360 : INFO : EPOCH 7 - PROGRESS: at 43.44% examples, 728380 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:54:51,360 : INFO : EPOCH 7 - PROGRESS: at 43.79% examples, 728407 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:54:52,363 : INFO : EPOCH 7 - PROGRESS: at 44.18% examples, 728394 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:53,372 : INFO : EPOCH 7 - PROGRESS: at 44.53% examples, 728334 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:54,376 : INFO : EPOCH 7 - PROGRESS: at 44.92% examples, 728284 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:55,390 : INFO : EPOCH 7 - PROGRESS: at 45.27% examples, 728282 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:56,393 : INFO : EPOCH 7 - PROGRESS: at 45.61% examples, 728302 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:57,396 : INFO : EPOCH 7 - PROGRESS: at 45.99% examples, 728344 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:58,412 : INFO : EPOCH 7 - PROGRESS: at 46.38% examples, 728321 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:54:59,418 : INFO : EPOCH 7 - PROGRESS: at 46.73% examples, 728349 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:00,420 : INFO : EPOCH 7 - PROGRESS: at 47.09% examples, 728346 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:55:01,422 : INFO : EPOCH 7 - PROGRESS: at 47.47% examples, 728290 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:02,422 : INFO : EPOCH 7 - PROGRESS: at 47.83% examples, 728252 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:03,426 : INFO : EPOCH 7 - PROGRESS: at 48.20% examples, 728315 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:04,434 : INFO : EPOCH 7 - PROGRESS: at 48.55% examples, 728249 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:05,438 : INFO : EPOCH 7 - PROGRESS: at 48.92% examples, 728264 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:06,442 : INFO : EPOCH 7 - PROGRESS: at 49.27% examples, 728365 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:07,449 : INFO : EPOCH 7 - PROGRESS: at 49.62% examples, 728324 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:08,455 : INFO : EPOCH 7 - PROGRESS: at 49.96% examples, 728406 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:09,469 : INFO : EPOCH 7 - PROGRESS: at 50.31% examples, 728363 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:10,483 : INFO : EPOCH 7 - PROGRESS: at 50.68% examples, 728386 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:11,487 : INFO : EPOCH 7 - PROGRESS: at 51.03% examples, 728488 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:12,489 : INFO : EPOCH 7 - PROGRESS: at 51.38% examples, 728453 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:13,501 : INFO : EPOCH 7 - PROGRESS: at 51.74% examples, 728469 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:14,508 : INFO : EPOCH 7 - PROGRESS: at 52.10% examples, 728563 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:15,511 : INFO : EPOCH 7 - PROGRESS: at 52.48% examples, 728454 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:55:16,515 : INFO : EPOCH 7 - PROGRESS: at 52.83% examples, 728509 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:55:17,520 : INFO : EPOCH 7 - PROGRESS: at 53.16% examples, 728486 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:18,540 : INFO : EPOCH 7 - PROGRESS: at 53.52% examples, 728478 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:19,544 : INFO : EPOCH 7 - PROGRESS: at 53.86% examples, 728579 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:20,554 : INFO : EPOCH 7 - PROGRESS: at 54.19% examples, 728681 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:21,569 : INFO : EPOCH 7 - PROGRESS: at 54.57% examples, 728577 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:22,581 : INFO : EPOCH 7 - PROGRESS: at 54.92% examples, 728608 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:23,584 : INFO : EPOCH 7 - PROGRESS: at 55.25% examples, 728692 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:24,596 : INFO : EPOCH 7 - PROGRESS: at 55.59% examples, 728728 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:25,597 : INFO : EPOCH 7 - PROGRESS: at 55.91% examples, 728725 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:26,606 : INFO : EPOCH 7 - PROGRESS: at 56.26% examples, 728805 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:27,612 : INFO : EPOCH 7 - PROGRESS: at 56.60% examples, 728796 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:28,630 : INFO : EPOCH 7 - PROGRESS: at 56.98% examples, 728749 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:29,640 : INFO : EPOCH 7 - PROGRESS: at 57.31% examples, 728825 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:30,643 : INFO : EPOCH 7 - PROGRESS: at 57.67% examples, 728818 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:31,653 : INFO : EPOCH 7 - PROGRESS: at 58.03% examples, 728925 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:32,663 : INFO : EPOCH 7 - PROGRESS: at 58.37% examples, 728940 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:33,667 : INFO : EPOCH 7 - PROGRESS: at 58.72% examples, 728968 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:34,677 : INFO : EPOCH 7 - PROGRESS: at 59.08% examples, 728905 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:55:35,687 : INFO : EPOCH 7 - PROGRESS: at 59.46% examples, 728905 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:36,688 : INFO : EPOCH 7 - PROGRESS: at 59.82% examples, 728972 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:37,700 : INFO : EPOCH 7 - PROGRESS: at 60.15% examples, 728911 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:38,703 : INFO : EPOCH 7 - PROGRESS: at 60.51% examples, 728885 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:39,719 : INFO : EPOCH 7 - PROGRESS: at 60.84% examples, 728686 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:40,734 : INFO : EPOCH 7 - PROGRESS: at 61.20% examples, 728472 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:41,754 : INFO : EPOCH 7 - PROGRESS: at 61.55% examples, 728274 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:55:42,755 : INFO : EPOCH 7 - PROGRESS: at 61.86% examples, 727878 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:55:43,759 : INFO : EPOCH 7 - PROGRESS: at 62.17% examples, 727039 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:44,779 : INFO : EPOCH 7 - PROGRESS: at 62.54% examples, 727039 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:45,781 : INFO : EPOCH 7 - PROGRESS: at 62.90% examples, 727118 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:46,804 : INFO : EPOCH 7 - PROGRESS: at 63.25% examples, 727067 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:47,809 : INFO : EPOCH 7 - PROGRESS: at 63.63% examples, 727112 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:48,811 : INFO : EPOCH 7 - PROGRESS: at 63.98% examples, 727218 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:49,820 : INFO : EPOCH 7 - PROGRESS: at 64.32% examples, 727181 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:50,844 : INFO : EPOCH 7 - PROGRESS: at 64.70% examples, 727197 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:51,845 : INFO : EPOCH 7 - PROGRESS: at 65.04% examples, 727248 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:52,859 : INFO : EPOCH 7 - PROGRESS: at 65.40% examples, 727221 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:53,866 : INFO : EPOCH 7 - PROGRESS: at 65.76% examples, 727266 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:54,873 : INFO : EPOCH 7 - PROGRESS: at 66.13% examples, 727284 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:55,885 : INFO : EPOCH 7 - PROGRESS: at 66.49% examples, 727222 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:56,889 : INFO : EPOCH 7 - PROGRESS: at 66.85% examples, 727244 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:57,898 : INFO : EPOCH 7 - PROGRESS: at 67.21% examples, 727302 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:58,923 : INFO : EPOCH 7 - PROGRESS: at 67.56% examples, 727326 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:55:59,934 : INFO : EPOCH 7 - PROGRESS: at 67.93% examples, 727395 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:00,936 : INFO : EPOCH 7 - PROGRESS: at 68.27% examples, 727377 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:01,946 : INFO : EPOCH 7 - PROGRESS: at 68.63% examples, 727395 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:02,955 : INFO : EPOCH 7 - PROGRESS: at 68.96% examples, 727388 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:03,957 : INFO : EPOCH 7 - PROGRESS: at 69.30% examples, 727478 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:04,965 : INFO : EPOCH 7 - PROGRESS: at 69.66% examples, 727451 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:05,978 : INFO : EPOCH 7 - PROGRESS: at 70.02% examples, 727495 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:56:06,978 : INFO : EPOCH 7 - PROGRESS: at 70.38% examples, 727553 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:07,980 : INFO : EPOCH 7 - PROGRESS: at 70.73% examples, 727585 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:08,985 : INFO : EPOCH 7 - PROGRESS: at 71.07% examples, 727640 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:09,989 : INFO : EPOCH 7 - PROGRESS: at 71.44% examples, 727670 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:11,001 : INFO : EPOCH 7 - PROGRESS: at 71.80% examples, 727659 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:12,004 : INFO : EPOCH 7 - PROGRESS: at 72.18% examples, 727652 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:13,005 : INFO : EPOCH 7 - PROGRESS: at 72.56% examples, 727676 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:14,009 : INFO : EPOCH 7 - PROGRESS: at 72.91% examples, 727679 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:15,011 : INFO : EPOCH 7 - PROGRESS: at 73.27% examples, 727739 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:16,023 : INFO : EPOCH 7 - PROGRESS: at 73.61% examples, 727751 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:17,028 : INFO : EPOCH 7 - PROGRESS: at 73.95% examples, 727826 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:18,030 : INFO : EPOCH 7 - PROGRESS: at 74.28% examples, 727815 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:19,035 : INFO : EPOCH 7 - PROGRESS: at 74.64% examples, 727863 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:20,040 : INFO : EPOCH 7 - PROGRESS: at 74.97% examples, 727874 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:21,046 : INFO : EPOCH 7 - PROGRESS: at 75.34% examples, 727892 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:22,047 : INFO : EPOCH 7 - PROGRESS: at 75.67% examples, 727967 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:23,052 : INFO : EPOCH 7 - PROGRESS: at 76.01% examples, 727921 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:24,053 : INFO : EPOCH 7 - PROGRESS: at 76.38% examples, 727931 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:25,073 : INFO : EPOCH 7 - PROGRESS: at 76.73% examples, 727950 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:26,075 : INFO : EPOCH 7 - PROGRESS: at 77.09% examples, 727971 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:27,091 : INFO : EPOCH 7 - PROGRESS: at 77.44% examples, 728005 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:28,096 : INFO : EPOCH 7 - PROGRESS: at 77.78% examples, 728006 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:29,096 : INFO : EPOCH 7 - PROGRESS: at 78.14% examples, 728054 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:30,103 : INFO : EPOCH 7 - PROGRESS: at 78.50% examples, 728025 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:31,105 : INFO : EPOCH 7 - PROGRESS: at 78.86% examples, 728070 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:32,106 : INFO : EPOCH 7 - PROGRESS: at 79.18% examples, 728109 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:33,106 : INFO : EPOCH 7 - PROGRESS: at 79.52% examples, 728159 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:34,125 : INFO : EPOCH 7 - PROGRESS: at 79.90% examples, 728144 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:56:35,150 : INFO : EPOCH 7 - PROGRESS: at 80.25% examples, 728211 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:36,151 : INFO : EPOCH 7 - PROGRESS: at 80.59% examples, 728239 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:56:37,157 : INFO : EPOCH 7 - PROGRESS: at 80.95% examples, 728300 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:38,165 : INFO : EPOCH 7 - PROGRESS: at 81.30% examples, 728307 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:39,166 : INFO : EPOCH 7 - PROGRESS: at 81.68% examples, 728319 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:40,168 : INFO : EPOCH 7 - PROGRESS: at 82.04% examples, 728330 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:41,183 : INFO : EPOCH 7 - PROGRESS: at 82.38% examples, 728329 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:42,203 : INFO : EPOCH 7 - PROGRESS: at 82.75% examples, 728351 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:56:43,216 : INFO : EPOCH 7 - PROGRESS: at 83.10% examples, 728404 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:44,224 : INFO : EPOCH 7 - PROGRESS: at 83.46% examples, 728447 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:45,231 : INFO : EPOCH 7 - PROGRESS: at 83.83% examples, 728498 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:56:46,236 : INFO : EPOCH 7 - PROGRESS: at 84.17% examples, 728567 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:47,240 : INFO : EPOCH 7 - PROGRESS: at 84.52% examples, 728516 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:48,243 : INFO : EPOCH 7 - PROGRESS: at 84.85% examples, 728518 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:49,247 : INFO : EPOCH 7 - PROGRESS: at 85.21% examples, 728528 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:50,248 : INFO : EPOCH 7 - PROGRESS: at 85.55% examples, 728533 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:51,249 : INFO : EPOCH 7 - PROGRESS: at 85.90% examples, 728582 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:52,250 : INFO : EPOCH 7 - PROGRESS: at 86.25% examples, 728578 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:56:53,253 : INFO : EPOCH 7 - PROGRESS: at 86.58% examples, 728586 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:54,259 : INFO : EPOCH 7 - PROGRESS: at 86.93% examples, 728584 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:55,273 : INFO : EPOCH 7 - PROGRESS: at 87.27% examples, 728568 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:56,287 : INFO : EPOCH 7 - PROGRESS: at 87.62% examples, 728581 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:57,287 : INFO : EPOCH 7 - PROGRESS: at 87.97% examples, 728601 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:58,290 : INFO : EPOCH 7 - PROGRESS: at 88.33% examples, 728596 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:56:59,291 : INFO : EPOCH 7 - PROGRESS: at 88.70% examples, 728606 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:00,292 : INFO : EPOCH 7 - PROGRESS: at 89.03% examples, 728575 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:01,304 : INFO : EPOCH 7 - PROGRESS: at 89.38% examples, 728603 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:02,313 : INFO : EPOCH 7 - PROGRESS: at 89.73% examples, 728602 words/s, in_qsize 7, out_qsize 1
2020-07-24 12:57:03,317 : INFO : EPOCH 7 - PROGRESS: at 90.10% examples, 728617 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:04,321 : INFO : EPOCH 7 - PROGRESS: at 90.47% examples, 728653 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:57:05,322 : INFO : EPOCH 7 - PROGRESS: at 90.80% examples, 728701 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:06,329 : INFO : EPOCH 7 - PROGRESS: at 91.14% examples, 728692 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:07,346 : INFO : EPOCH 7 - PROGRESS: at 91.49% examples, 728675 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:08,352 : INFO : EPOCH 7 - PROGRESS: at 91.86% examples, 728754 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:09,354 : INFO : EPOCH 7 - PROGRESS: at 92.22% examples, 728764 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:10,357 : INFO : EPOCH 7 - PROGRESS: at 92.56% examples, 728752 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:11,368 : INFO : EPOCH 7 - PROGRESS: at 92.92% examples, 728727 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:12,370 : INFO : EPOCH 7 - PROGRESS: at 93.25% examples, 728811 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:13,385 : INFO : EPOCH 7 - PROGRESS: at 93.59% examples, 728814 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:14,388 : INFO : EPOCH 7 - PROGRESS: at 93.95% examples, 728796 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:15,395 : INFO : EPOCH 7 - PROGRESS: at 94.33% examples, 728801 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:16,420 : INFO : EPOCH 7 - PROGRESS: at 94.67% examples, 728852 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:17,429 : INFO : EPOCH 7 - PROGRESS: at 95.03% examples, 728864 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:18,432 : INFO : EPOCH 7 - PROGRESS: at 95.39% examples, 728896 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:19,443 : INFO : EPOCH 7 - PROGRESS: at 95.74% examples, 728898 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:20,445 : INFO : EPOCH 7 - PROGRESS: at 96.13% examples, 728884 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:57:21,457 : INFO : EPOCH 7 - PROGRESS: at 96.51% examples, 728905 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:22,458 : INFO : EPOCH 7 - PROGRESS: at 96.87% examples, 728934 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:23,464 : INFO : EPOCH 7 - PROGRESS: at 97.24% examples, 728912 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:24,468 : INFO : EPOCH 7 - PROGRESS: at 97.61% examples, 728910 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:25,469 : INFO : EPOCH 7 - PROGRESS: at 97.97% examples, 728955 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:26,484 : INFO : EPOCH 7 - PROGRESS: at 98.33% examples, 728933 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:57:27,485 : INFO : EPOCH 7 - PROGRESS: at 98.67% examples, 728985 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:28,492 : INFO : EPOCH 7 - PROGRESS: at 99.04% examples, 728944 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:29,495 : INFO : EPOCH 7 - PROGRESS: at 99.41% examples, 728941 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:30,495 : INFO : EPOCH 7 - PROGRESS: at 99.78% examples, 728919 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:31,079 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 12:57:31,084 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 12:57:31,091 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 12:57:31,103 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 12:57:31,104 : INFO : EPOCH - 7 : training on 266972912 raw words (207413701 effective words) took 284.6s, 728910 effective words/s
2020-07-24 12:57:32,112 : INFO : EPOCH 8 - PROGRESS: at 0.35% examples, 705520 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:33,117 : INFO : EPOCH 8 - PROGRESS: at 0.69% examples, 717396 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:34,137 : INFO : EPOCH 8 - PROGRESS: at 1.05% examples, 721555 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:35,139 : INFO : EPOCH 8 - PROGRESS: at 1.43% examples, 723125 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:36,145 : INFO : EPOCH 8 - PROGRESS: at 1.78% examples, 724942 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:37,159 : INFO : EPOCH 8 - PROGRESS: at 2.15% examples, 725088 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:38,163 : INFO : EPOCH 8 - PROGRESS: at 2.52% examples, 725709 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:39,163 : INFO : EPOCH 8 - PROGRESS: at 2.89% examples, 725996 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:40,167 : INFO : EPOCH 8 - PROGRESS: at 3.24% examples, 726662 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:41,184 : INFO : EPOCH 8 - PROGRESS: at 3.58% examples, 727567 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:42,206 : INFO : EPOCH 8 - PROGRESS: at 3.95% examples, 727350 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:57:43,207 : INFO : EPOCH 8 - PROGRESS: at 4.33% examples, 727377 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:44,229 : INFO : EPOCH 8 - PROGRESS: at 4.70% examples, 725891 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:45,230 : INFO : EPOCH 8 - PROGRESS: at 5.07% examples, 727858 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:46,240 : INFO : EPOCH 8 - PROGRESS: at 5.41% examples, 727537 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:47,244 : INFO : EPOCH 8 - PROGRESS: at 5.75% examples, 727953 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:48,262 : INFO : EPOCH 8 - PROGRESS: at 6.10% examples, 728170 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:49,267 : INFO : EPOCH 8 - PROGRESS: at 6.48% examples, 728147 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:50,274 : INFO : EPOCH 8 - PROGRESS: at 6.84% examples, 728565 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:51,283 : INFO : EPOCH 8 - PROGRESS: at 7.20% examples, 728466 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:52,307 : INFO : EPOCH 8 - PROGRESS: at 7.54% examples, 728428 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:53,318 : INFO : EPOCH 8 - PROGRESS: at 7.89% examples, 728684 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:57:54,319 : INFO : EPOCH 8 - PROGRESS: at 8.23% examples, 729604 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:55,330 : INFO : EPOCH 8 - PROGRESS: at 8.58% examples, 729232 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:56,337 : INFO : EPOCH 8 - PROGRESS: at 8.90% examples, 729910 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:57,338 : INFO : EPOCH 8 - PROGRESS: at 9.25% examples, 730051 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:58,355 : INFO : EPOCH 8 - PROGRESS: at 9.59% examples, 729903 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:57:59,357 : INFO : EPOCH 8 - PROGRESS: at 9.94% examples, 730088 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:00,372 : INFO : EPOCH 8 - PROGRESS: at 10.30% examples, 729672 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:01,398 : INFO : EPOCH 8 - PROGRESS: at 10.64% examples, 729673 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:02,401 : INFO : EPOCH 8 - PROGRESS: at 11.00% examples, 730038 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:03,414 : INFO : EPOCH 8 - PROGRESS: at 11.36% examples, 729984 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:04,427 : INFO : EPOCH 8 - PROGRESS: at 11.75% examples, 730056 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:05,433 : INFO : EPOCH 8 - PROGRESS: at 12.12% examples, 730044 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:06,448 : INFO : EPOCH 8 - PROGRESS: at 12.48% examples, 729895 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:58:07,454 : INFO : EPOCH 8 - PROGRESS: at 12.83% examples, 729991 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:08,465 : INFO : EPOCH 8 - PROGRESS: at 13.18% examples, 729945 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:09,468 : INFO : EPOCH 8 - PROGRESS: at 13.54% examples, 729882 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:10,478 : INFO : EPOCH 8 - PROGRESS: at 13.90% examples, 730044 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:11,479 : INFO : EPOCH 8 - PROGRESS: at 14.27% examples, 729887 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:12,480 : INFO : EPOCH 8 - PROGRESS: at 14.63% examples, 730016 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:13,483 : INFO : EPOCH 8 - PROGRESS: at 14.98% examples, 730116 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:14,487 : INFO : EPOCH 8 - PROGRESS: at 15.33% examples, 730061 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:15,496 : INFO : EPOCH 8 - PROGRESS: at 15.67% examples, 730459 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:16,512 : INFO : EPOCH 8 - PROGRESS: at 16.02% examples, 730208 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:58:17,518 : INFO : EPOCH 8 - PROGRESS: at 16.39% examples, 730248 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:18,528 : INFO : EPOCH 8 - PROGRESS: at 16.75% examples, 730064 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:19,529 : INFO : EPOCH 8 - PROGRESS: at 17.10% examples, 729530 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:20,531 : INFO : EPOCH 8 - PROGRESS: at 17.45% examples, 729071 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:21,533 : INFO : EPOCH 8 - PROGRESS: at 17.79% examples, 728419 words/s, in_qsize 6, out_qsize 1
2020-07-24 12:58:22,535 : INFO : EPOCH 8 - PROGRESS: at 18.11% examples, 728115 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:23,541 : INFO : EPOCH 8 - PROGRESS: at 18.40% examples, 725356 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:24,551 : INFO : EPOCH 8 - PROGRESS: at 18.73% examples, 724167 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:25,558 : INFO : EPOCH 8 - PROGRESS: at 19.08% examples, 724412 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:26,571 : INFO : EPOCH 8 - PROGRESS: at 19.45% examples, 724480 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:27,575 : INFO : EPOCH 8 - PROGRESS: at 19.81% examples, 724660 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:28,594 : INFO : EPOCH 8 - PROGRESS: at 20.13% examples, 724844 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:29,617 : INFO : EPOCH 8 - PROGRESS: at 20.49% examples, 724827 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:30,625 : INFO : EPOCH 8 - PROGRESS: at 20.87% examples, 725002 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:31,638 : INFO : EPOCH 8 - PROGRESS: at 21.21% examples, 724930 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:32,639 : INFO : EPOCH 8 - PROGRESS: at 21.56% examples, 725284 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:33,659 : INFO : EPOCH 8 - PROGRESS: at 21.90% examples, 725291 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:34,670 : INFO : EPOCH 8 - PROGRESS: at 22.29% examples, 725313 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:35,690 : INFO : EPOCH 8 - PROGRESS: at 22.62% examples, 725505 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:58:36,696 : INFO : EPOCH 8 - PROGRESS: at 22.96% examples, 725680 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:37,705 : INFO : EPOCH 8 - PROGRESS: at 23.34% examples, 725565 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:38,711 : INFO : EPOCH 8 - PROGRESS: at 23.70% examples, 725533 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:39,714 : INFO : EPOCH 8 - PROGRESS: at 24.03% examples, 725911 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:58:40,715 : INFO : EPOCH 8 - PROGRESS: at 24.38% examples, 726092 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:41,719 : INFO : EPOCH 8 - PROGRESS: at 24.71% examples, 726417 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:42,722 : INFO : EPOCH 8 - PROGRESS: at 25.09% examples, 726487 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:43,722 : INFO : EPOCH 8 - PROGRESS: at 25.46% examples, 726732 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:44,731 : INFO : EPOCH 8 - PROGRESS: at 25.82% examples, 726599 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:45,736 : INFO : EPOCH 8 - PROGRESS: at 26.21% examples, 726563 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:46,740 : INFO : EPOCH 8 - PROGRESS: at 26.58% examples, 726698 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:47,746 : INFO : EPOCH 8 - PROGRESS: at 26.92% examples, 726738 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:48,758 : INFO : EPOCH 8 - PROGRESS: at 27.27% examples, 726921 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:58:49,768 : INFO : EPOCH 8 - PROGRESS: at 27.61% examples, 727051 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:50,773 : INFO : EPOCH 8 - PROGRESS: at 27.97% examples, 727070 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:51,775 : INFO : EPOCH 8 - PROGRESS: at 28.34% examples, 727158 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:52,776 : INFO : EPOCH 8 - PROGRESS: at 28.71% examples, 727192 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:53,789 : INFO : EPOCH 8 - PROGRESS: at 29.06% examples, 727184 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:54,802 : INFO : EPOCH 8 - PROGRESS: at 29.39% examples, 727484 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:55,805 : INFO : EPOCH 8 - PROGRESS: at 29.75% examples, 727488 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:56,806 : INFO : EPOCH 8 - PROGRESS: at 30.09% examples, 727421 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:57,810 : INFO : EPOCH 8 - PROGRESS: at 30.43% examples, 727580 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:58,817 : INFO : EPOCH 8 - PROGRESS: at 30.79% examples, 727642 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:58:59,820 : INFO : EPOCH 8 - PROGRESS: at 31.17% examples, 727610 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:00,824 : INFO : EPOCH 8 - PROGRESS: at 31.53% examples, 727612 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:01,824 : INFO : EPOCH 8 - PROGRESS: at 31.88% examples, 727722 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:02,834 : INFO : EPOCH 8 - PROGRESS: at 32.23% examples, 727572 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:03,845 : INFO : EPOCH 8 - PROGRESS: at 32.58% examples, 727672 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:04,852 : INFO : EPOCH 8 - PROGRESS: at 32.94% examples, 727787 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:05,861 : INFO : EPOCH 8 - PROGRESS: at 33.29% examples, 727861 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:59:06,865 : INFO : EPOCH 8 - PROGRESS: at 33.64% examples, 727804 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:07,867 : INFO : EPOCH 8 - PROGRESS: at 33.97% examples, 727898 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:08,872 : INFO : EPOCH 8 - PROGRESS: at 34.32% examples, 728001 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:09,874 : INFO : EPOCH 8 - PROGRESS: at 34.69% examples, 728014 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:10,878 : INFO : EPOCH 8 - PROGRESS: at 35.03% examples, 728102 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:11,880 : INFO : EPOCH 8 - PROGRESS: at 35.39% examples, 728132 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:12,886 : INFO : EPOCH 8 - PROGRESS: at 35.74% examples, 728129 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:13,892 : INFO : EPOCH 8 - PROGRESS: at 36.10% examples, 728215 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:14,899 : INFO : EPOCH 8 - PROGRESS: at 36.44% examples, 728236 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:15,901 : INFO : EPOCH 8 - PROGRESS: at 36.75% examples, 728461 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:16,905 : INFO : EPOCH 8 - PROGRESS: at 37.10% examples, 728384 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:59:17,906 : INFO : EPOCH 8 - PROGRESS: at 37.45% examples, 728447 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:59:18,906 : INFO : EPOCH 8 - PROGRESS: at 37.81% examples, 728435 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:19,910 : INFO : EPOCH 8 - PROGRESS: at 38.16% examples, 728484 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:20,918 : INFO : EPOCH 8 - PROGRESS: at 38.54% examples, 728468 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:21,921 : INFO : EPOCH 8 - PROGRESS: at 38.89% examples, 728438 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:22,934 : INFO : EPOCH 8 - PROGRESS: at 39.23% examples, 728541 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:23,940 : INFO : EPOCH 8 - PROGRESS: at 39.61% examples, 728564 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:24,945 : INFO : EPOCH 8 - PROGRESS: at 39.96% examples, 728534 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:25,968 : INFO : EPOCH 8 - PROGRESS: at 40.33% examples, 728565 words/s, in_qsize 7, out_qsize 1
2020-07-24 12:59:26,975 : INFO : EPOCH 8 - PROGRESS: at 40.65% examples, 728647 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:27,977 : INFO : EPOCH 8 - PROGRESS: at 41.01% examples, 728706 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:28,987 : INFO : EPOCH 8 - PROGRESS: at 41.38% examples, 728665 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:59:29,996 : INFO : EPOCH 8 - PROGRESS: at 41.75% examples, 728740 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:31,016 : INFO : EPOCH 8 - PROGRESS: at 42.09% examples, 728689 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:32,028 : INFO : EPOCH 8 - PROGRESS: at 42.45% examples, 728766 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:33,037 : INFO : EPOCH 8 - PROGRESS: at 42.82% examples, 728734 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:34,048 : INFO : EPOCH 8 - PROGRESS: at 43.16% examples, 728780 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:35,057 : INFO : EPOCH 8 - PROGRESS: at 43.51% examples, 728855 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:36,058 : INFO : EPOCH 8 - PROGRESS: at 43.89% examples, 728858 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:37,074 : INFO : EPOCH 8 - PROGRESS: at 44.26% examples, 728841 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:38,081 : INFO : EPOCH 8 - PROGRESS: at 44.63% examples, 728855 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:39,098 : INFO : EPOCH 8 - PROGRESS: at 45.01% examples, 728833 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:40,107 : INFO : EPOCH 8 - PROGRESS: at 45.37% examples, 728916 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:41,107 : INFO : EPOCH 8 - PROGRESS: at 45.70% examples, 728985 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:42,107 : INFO : EPOCH 8 - PROGRESS: at 46.08% examples, 728907 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:43,109 : INFO : EPOCH 8 - PROGRESS: at 46.47% examples, 728938 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:59:44,111 : INFO : EPOCH 8 - PROGRESS: at 46.83% examples, 728923 words/s, in_qsize 8, out_qsize 0
2020-07-24 12:59:45,111 : INFO : EPOCH 8 - PROGRESS: at 47.18% examples, 728959 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:46,112 : INFO : EPOCH 8 - PROGRESS: at 47.57% examples, 728924 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:47,117 : INFO : EPOCH 8 - PROGRESS: at 47.93% examples, 728953 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:48,118 : INFO : EPOCH 8 - PROGRESS: at 48.29% examples, 728991 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:49,131 : INFO : EPOCH 8 - PROGRESS: at 48.65% examples, 728955 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:50,134 : INFO : EPOCH 8 - PROGRESS: at 49.02% examples, 728987 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:51,145 : INFO : EPOCH 8 - PROGRESS: at 49.36% examples, 728954 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:52,146 : INFO : EPOCH 8 - PROGRESS: at 49.71% examples, 729045 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:53,151 : INFO : EPOCH 8 - PROGRESS: at 50.05% examples, 729051 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:54,160 : INFO : EPOCH 8 - PROGRESS: at 50.40% examples, 729198 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:55,166 : INFO : EPOCH 8 - PROGRESS: at 50.77% examples, 729184 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:56,169 : INFO : EPOCH 8 - PROGRESS: at 51.12% examples, 729160 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:57,177 : INFO : EPOCH 8 - PROGRESS: at 51.48% examples, 729156 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:58,183 : INFO : EPOCH 8 - PROGRESS: at 51.83% examples, 729106 words/s, in_qsize 7, out_qsize 0
2020-07-24 12:59:59,195 : INFO : EPOCH 8 - PROGRESS: at 52.19% examples, 729150 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:00,201 : INFO : EPOCH 8 - PROGRESS: at 52.59% examples, 729185 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:01,211 : INFO : EPOCH 8 - PROGRESS: at 52.93% examples, 729234 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:02,225 : INFO : EPOCH 8 - PROGRESS: at 53.28% examples, 729225 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:03,227 : INFO : EPOCH 8 - PROGRESS: at 53.61% examples, 729318 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:04,243 : INFO : EPOCH 8 - PROGRESS: at 53.96% examples, 729398 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:05,244 : INFO : EPOCH 8 - PROGRESS: at 54.30% examples, 729444 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:06,245 : INFO : EPOCH 8 - PROGRESS: at 54.67% examples, 729370 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:07,247 : INFO : EPOCH 8 - PROGRESS: at 55.02% examples, 729454 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:08,257 : INFO : EPOCH 8 - PROGRESS: at 55.33% examples, 729485 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:09,265 : INFO : EPOCH 8 - PROGRESS: at 55.68% examples, 729516 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:00:10,268 : INFO : EPOCH 8 - PROGRESS: at 56.01% examples, 729593 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:11,276 : INFO : EPOCH 8 - PROGRESS: at 56.35% examples, 729602 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:12,284 : INFO : EPOCH 8 - PROGRESS: at 56.70% examples, 729647 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:13,289 : INFO : EPOCH 8 - PROGRESS: at 57.08% examples, 729575 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:14,298 : INFO : EPOCH 8 - PROGRESS: at 57.40% examples, 729595 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:15,302 : INFO : EPOCH 8 - PROGRESS: at 57.78% examples, 729631 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:16,307 : INFO : EPOCH 8 - PROGRESS: at 58.13% examples, 729714 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:17,315 : INFO : EPOCH 8 - PROGRESS: at 58.47% examples, 729650 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:18,318 : INFO : EPOCH 8 - PROGRESS: at 58.82% examples, 729707 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:00:19,327 : INFO : EPOCH 8 - PROGRESS: at 59.20% examples, 729718 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:20,333 : INFO : EPOCH 8 - PROGRESS: at 59.56% examples, 729711 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:21,334 : INFO : EPOCH 8 - PROGRESS: at 59.90% examples, 729776 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:22,342 : INFO : EPOCH 8 - PROGRESS: at 60.24% examples, 729784 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:23,345 : INFO : EPOCH 8 - PROGRESS: at 60.59% examples, 729627 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:24,349 : INFO : EPOCH 8 - PROGRESS: at 60.95% examples, 729664 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:25,367 : INFO : EPOCH 8 - PROGRESS: at 61.33% examples, 729587 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:26,372 : INFO : EPOCH 8 - PROGRESS: at 61.70% examples, 729591 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:27,373 : INFO : EPOCH 8 - PROGRESS: at 62.06% examples, 729610 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:28,374 : INFO : EPOCH 8 - PROGRESS: at 62.41% examples, 729594 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:29,375 : INFO : EPOCH 8 - PROGRESS: at 62.77% examples, 729575 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:30,383 : INFO : EPOCH 8 - PROGRESS: at 63.13% examples, 729588 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:31,385 : INFO : EPOCH 8 - PROGRESS: at 63.51% examples, 729610 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:32,390 : INFO : EPOCH 8 - PROGRESS: at 63.85% examples, 729638 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:33,396 : INFO : EPOCH 8 - PROGRESS: at 64.20% examples, 729615 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:34,407 : INFO : EPOCH 8 - PROGRESS: at 64.56% examples, 729643 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:35,410 : INFO : EPOCH 8 - PROGRESS: at 64.91% examples, 729711 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:36,427 : INFO : EPOCH 8 - PROGRESS: at 65.28% examples, 729657 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:37,437 : INFO : EPOCH 8 - PROGRESS: at 65.63% examples, 729665 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:38,446 : INFO : EPOCH 8 - PROGRESS: at 65.99% examples, 729703 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:39,453 : INFO : EPOCH 8 - PROGRESS: at 66.38% examples, 729737 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:40,457 : INFO : EPOCH 8 - PROGRESS: at 66.72% examples, 729709 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:41,474 : INFO : EPOCH 8 - PROGRESS: at 67.10% examples, 729658 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:42,477 : INFO : EPOCH 8 - PROGRESS: at 67.44% examples, 729660 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:43,481 : INFO : EPOCH 8 - PROGRESS: at 67.79% examples, 729747 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:44,482 : INFO : EPOCH 8 - PROGRESS: at 68.13% examples, 729724 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:45,486 : INFO : EPOCH 8 - PROGRESS: at 68.49% examples, 729752 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:46,488 : INFO : EPOCH 8 - PROGRESS: at 68.84% examples, 729716 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:00:47,490 : INFO : EPOCH 8 - PROGRESS: at 69.18% examples, 729713 words/s, in_qsize 8, out_qsize 1
2020-07-24 13:00:48,491 : INFO : EPOCH 8 - PROGRESS: at 69.51% examples, 729820 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:49,512 : INFO : EPOCH 8 - PROGRESS: at 69.89% examples, 729718 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:50,514 : INFO : EPOCH 8 - PROGRESS: at 70.24% examples, 729715 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:51,520 : INFO : EPOCH 8 - PROGRESS: at 70.58% examples, 729735 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:52,532 : INFO : EPOCH 8 - PROGRESS: at 70.94% examples, 729738 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:53,545 : INFO : EPOCH 8 - PROGRESS: at 71.28% examples, 729745 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:54,550 : INFO : EPOCH 8 - PROGRESS: at 71.64% examples, 729755 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:55,551 : INFO : EPOCH 8 - PROGRESS: at 72.01% examples, 729696 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:00:56,554 : INFO : EPOCH 8 - PROGRESS: at 72.41% examples, 729698 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:57,558 : INFO : EPOCH 8 - PROGRESS: at 72.76% examples, 729659 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:58,559 : INFO : EPOCH 8 - PROGRESS: at 73.10% examples, 729677 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:00:59,563 : INFO : EPOCH 8 - PROGRESS: at 73.46% examples, 729532 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:00,578 : INFO : EPOCH 8 - PROGRESS: at 73.76% examples, 729343 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:01:01,583 : INFO : EPOCH 8 - PROGRESS: at 74.09% examples, 729283 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:02,593 : INFO : EPOCH 8 - PROGRESS: at 74.43% examples, 729121 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:03,600 : INFO : EPOCH 8 - PROGRESS: at 74.71% examples, 728446 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:04,607 : INFO : EPOCH 8 - PROGRESS: at 75.03% examples, 728316 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:05,609 : INFO : EPOCH 8 - PROGRESS: at 75.39% examples, 728338 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:01:06,625 : INFO : EPOCH 8 - PROGRESS: at 75.72% examples, 728377 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:07,636 : INFO : EPOCH 8 - PROGRESS: at 76.08% examples, 728400 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:08,649 : INFO : EPOCH 8 - PROGRESS: at 76.44% examples, 728395 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:09,650 : INFO : EPOCH 8 - PROGRESS: at 76.79% examples, 728438 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:01:10,657 : INFO : EPOCH 8 - PROGRESS: at 77.15% examples, 728416 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:11,669 : INFO : EPOCH 8 - PROGRESS: at 77.50% examples, 728413 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:12,681 : INFO : EPOCH 8 - PROGRESS: at 77.84% examples, 728423 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:01:13,684 : INFO : EPOCH 8 - PROGRESS: at 78.20% examples, 728455 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:14,696 : INFO : EPOCH 8 - PROGRESS: at 78.56% examples, 728410 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:15,700 : INFO : EPOCH 8 - PROGRESS: at 78.92% examples, 728451 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:16,704 : INFO : EPOCH 8 - PROGRESS: at 79.23% examples, 728535 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:17,715 : INFO : EPOCH 8 - PROGRESS: at 79.58% examples, 728575 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:18,715 : INFO : EPOCH 8 - PROGRESS: at 79.94% examples, 728551 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:19,716 : INFO : EPOCH 8 - PROGRESS: at 80.30% examples, 728643 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:20,718 : INFO : EPOCH 8 - PROGRESS: at 80.65% examples, 728669 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:21,737 : INFO : EPOCH 8 - PROGRESS: at 80.99% examples, 728657 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:22,742 : INFO : EPOCH 8 - PROGRESS: at 81.36% examples, 728659 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:23,744 : INFO : EPOCH 8 - PROGRESS: at 81.75% examples, 728689 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:24,761 : INFO : EPOCH 8 - PROGRESS: at 82.09% examples, 728659 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:25,763 : INFO : EPOCH 8 - PROGRESS: at 82.42% examples, 728685 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:01:26,763 : INFO : EPOCH 8 - PROGRESS: at 82.80% examples, 728679 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:27,768 : INFO : EPOCH 8 - PROGRESS: at 83.14% examples, 728707 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:28,775 : INFO : EPOCH 8 - PROGRESS: at 83.49% examples, 728726 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:29,782 : INFO : EPOCH 8 - PROGRESS: at 83.86% examples, 728725 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:30,785 : INFO : EPOCH 8 - PROGRESS: at 84.20% examples, 728752 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:31,805 : INFO : EPOCH 8 - PROGRESS: at 84.55% examples, 728736 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:32,828 : INFO : EPOCH 8 - PROGRESS: at 84.89% examples, 728775 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:33,851 : INFO : EPOCH 8 - PROGRESS: at 85.26% examples, 728767 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:34,862 : INFO : EPOCH 8 - PROGRESS: at 85.61% examples, 728829 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:35,862 : INFO : EPOCH 8 - PROGRESS: at 85.94% examples, 728785 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:36,865 : INFO : EPOCH 8 - PROGRESS: at 86.30% examples, 728834 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:01:37,866 : INFO : EPOCH 8 - PROGRESS: at 86.64% examples, 728898 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:38,873 : INFO : EPOCH 8 - PROGRESS: at 87.00% examples, 728906 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:39,877 : INFO : EPOCH 8 - PROGRESS: at 87.33% examples, 728905 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:40,887 : INFO : EPOCH 8 - PROGRESS: at 87.69% examples, 728919 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:01:41,888 : INFO : EPOCH 8 - PROGRESS: at 88.02% examples, 728887 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:01:42,903 : INFO : EPOCH 8 - PROGRESS: at 88.39% examples, 728906 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:43,910 : INFO : EPOCH 8 - PROGRESS: at 88.76% examples, 728935 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:44,923 : INFO : EPOCH 8 - PROGRESS: at 89.10% examples, 728936 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:45,923 : INFO : EPOCH 8 - PROGRESS: at 89.43% examples, 728983 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:46,935 : INFO : EPOCH 8 - PROGRESS: at 89.80% examples, 728990 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:47,949 : INFO : EPOCH 8 - PROGRESS: at 90.19% examples, 728952 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:01:48,956 : INFO : EPOCH 8 - PROGRESS: at 90.54% examples, 728963 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:01:49,965 : INFO : EPOCH 8 - PROGRESS: at 90.87% examples, 728981 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:50,976 : INFO : EPOCH 8 - PROGRESS: at 91.20% examples, 729001 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:51,981 : INFO : EPOCH 8 - PROGRESS: at 91.57% examples, 728998 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:52,991 : INFO : EPOCH 8 - PROGRESS: at 91.91% examples, 728986 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:53,996 : INFO : EPOCH 8 - PROGRESS: at 92.29% examples, 728991 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:55,003 : INFO : EPOCH 8 - PROGRESS: at 92.63% examples, 729009 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:56,010 : INFO : EPOCH 8 - PROGRESS: at 92.99% examples, 729032 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:57,024 : INFO : EPOCH 8 - PROGRESS: at 93.31% examples, 729077 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:58,037 : INFO : EPOCH 8 - PROGRESS: at 93.66% examples, 729057 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:01:59,040 : INFO : EPOCH 8 - PROGRESS: at 94.03% examples, 729071 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:00,061 : INFO : EPOCH 8 - PROGRESS: at 94.41% examples, 729047 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:01,062 : INFO : EPOCH 8 - PROGRESS: at 94.74% examples, 729100 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:02,074 : INFO : EPOCH 8 - PROGRESS: at 95.10% examples, 729119 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:03,077 : INFO : EPOCH 8 - PROGRESS: at 95.46% examples, 729151 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:04,077 : INFO : EPOCH 8 - PROGRESS: at 95.81% examples, 729171 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:05,085 : INFO : EPOCH 8 - PROGRESS: at 96.20% examples, 729177 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:06,090 : INFO : EPOCH 8 - PROGRESS: at 96.57% examples, 729168 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:07,106 : INFO : EPOCH 8 - PROGRESS: at 96.93% examples, 729156 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:08,110 : INFO : EPOCH 8 - PROGRESS: at 97.30% examples, 729165 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:09,120 : INFO : EPOCH 8 - PROGRESS: at 97.68% examples, 729170 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:10,123 : INFO : EPOCH 8 - PROGRESS: at 98.04% examples, 729166 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:11,124 : INFO : EPOCH 8 - PROGRESS: at 98.40% examples, 729215 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:12,127 : INFO : EPOCH 8 - PROGRESS: at 98.73% examples, 729197 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:13,139 : INFO : EPOCH 8 - PROGRESS: at 99.10% examples, 729220 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:14,144 : INFO : EPOCH 8 - PROGRESS: at 99.49% examples, 729202 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:15,147 : INFO : EPOCH 8 - PROGRESS: at 99.85% examples, 729185 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:15,527 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 13:02:15,528 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 13:02:15,532 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 13:02:15,533 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 13:02:15,534 : INFO : EPOCH - 8 : training on 266972912 raw words (207410681 effective words) took 284.4s, 729224 effective words/s
2020-07-24 13:02:16,546 : INFO : EPOCH 9 - PROGRESS: at 0.36% examples, 709800 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:17,550 : INFO : EPOCH 9 - PROGRESS: at 0.70% examples, 727785 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:18,556 : INFO : EPOCH 9 - PROGRESS: at 1.06% examples, 728859 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:19,559 : INFO : EPOCH 9 - PROGRESS: at 1.43% examples, 728139 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:20,560 : INFO : EPOCH 9 - PROGRESS: at 1.79% examples, 728377 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:21,563 : INFO : EPOCH 9 - PROGRESS: at 2.15% examples, 728085 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:22,568 : INFO : EPOCH 9 - PROGRESS: at 2.52% examples, 728818 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:23,569 : INFO : EPOCH 9 - PROGRESS: at 2.90% examples, 729844 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:24,571 : INFO : EPOCH 9 - PROGRESS: at 3.25% examples, 730320 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:25,586 : INFO : EPOCH 9 - PROGRESS: at 3.59% examples, 730876 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:26,595 : INFO : EPOCH 9 - PROGRESS: at 3.95% examples, 729838 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:27,614 : INFO : EPOCH 9 - PROGRESS: at 4.34% examples, 729758 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:28,628 : INFO : EPOCH 9 - PROGRESS: at 4.72% examples, 729693 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:29,636 : INFO : EPOCH 9 - PROGRESS: at 5.08% examples, 730302 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:30,663 : INFO : EPOCH 9 - PROGRESS: at 5.42% examples, 729939 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:31,665 : INFO : EPOCH 9 - PROGRESS: at 5.77% examples, 730115 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:32,673 : INFO : EPOCH 9 - PROGRESS: at 6.13% examples, 730554 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:33,685 : INFO : EPOCH 9 - PROGRESS: at 6.50% examples, 730042 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:34,688 : INFO : EPOCH 9 - PROGRESS: at 6.85% examples, 730235 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:35,695 : INFO : EPOCH 9 - PROGRESS: at 7.20% examples, 729649 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:36,699 : INFO : EPOCH 9 - PROGRESS: at 7.54% examples, 729938 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:37,702 : INFO : EPOCH 9 - PROGRESS: at 7.89% examples, 730031 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:02:38,707 : INFO : EPOCH 9 - PROGRESS: at 8.23% examples, 730732 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:39,708 : INFO : EPOCH 9 - PROGRESS: at 8.58% examples, 730377 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:40,709 : INFO : EPOCH 9 - PROGRESS: at 8.89% examples, 730542 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:41,715 : INFO : EPOCH 9 - PROGRESS: at 9.24% examples, 730805 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:42,722 : INFO : EPOCH 9 - PROGRESS: at 9.57% examples, 730707 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:43,723 : INFO : EPOCH 9 - PROGRESS: at 9.92% examples, 730332 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:44,731 : INFO : EPOCH 9 - PROGRESS: at 10.28% examples, 730384 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:45,734 : INFO : EPOCH 9 - PROGRESS: at 10.62% examples, 730689 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:46,735 : INFO : EPOCH 9 - PROGRESS: at 10.98% examples, 730469 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:47,735 : INFO : EPOCH 9 - PROGRESS: at 11.33% examples, 730523 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:48,750 : INFO : EPOCH 9 - PROGRESS: at 11.71% examples, 730498 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:49,755 : INFO : EPOCH 9 - PROGRESS: at 12.08% examples, 730553 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:50,756 : INFO : EPOCH 9 - PROGRESS: at 12.45% examples, 730392 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:51,771 : INFO : EPOCH 9 - PROGRESS: at 12.80% examples, 730299 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:02:52,778 : INFO : EPOCH 9 - PROGRESS: at 13.16% examples, 730465 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:53,778 : INFO : EPOCH 9 - PROGRESS: at 13.52% examples, 730319 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:54,800 : INFO : EPOCH 9 - PROGRESS: at 13.87% examples, 730451 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:55,810 : INFO : EPOCH 9 - PROGRESS: at 14.25% examples, 730501 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:56,813 : INFO : EPOCH 9 - PROGRESS: at 14.61% examples, 730505 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:57,818 : INFO : EPOCH 9 - PROGRESS: at 14.96% examples, 730162 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:58,826 : INFO : EPOCH 9 - PROGRESS: at 15.30% examples, 730120 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:02:59,829 : INFO : EPOCH 9 - PROGRESS: at 15.64% examples, 730387 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:00,839 : INFO : EPOCH 9 - PROGRESS: at 15.99% examples, 730347 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:01,845 : INFO : EPOCH 9 - PROGRESS: at 16.35% examples, 730504 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:02,858 : INFO : EPOCH 9 - PROGRESS: at 16.72% examples, 730291 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:03,862 : INFO : EPOCH 9 - PROGRESS: at 17.08% examples, 730294 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:04,863 : INFO : EPOCH 9 - PROGRESS: at 17.44% examples, 730367 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:05,866 : INFO : EPOCH 9 - PROGRESS: at 17.80% examples, 730281 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:06,871 : INFO : EPOCH 9 - PROGRESS: at 18.14% examples, 730456 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:07,872 : INFO : EPOCH 9 - PROGRESS: at 18.50% examples, 730571 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:08,882 : INFO : EPOCH 9 - PROGRESS: at 18.86% examples, 730364 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:09,887 : INFO : EPOCH 9 - PROGRESS: at 19.21% examples, 730345 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:10,902 : INFO : EPOCH 9 - PROGRESS: at 19.57% examples, 730083 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:11,909 : INFO : EPOCH 9 - PROGRESS: at 19.92% examples, 730110 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:12,912 : INFO : EPOCH 9 - PROGRESS: at 20.24% examples, 730353 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:13,929 : INFO : EPOCH 9 - PROGRESS: at 20.60% examples, 730264 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:14,932 : INFO : EPOCH 9 - PROGRESS: at 20.98% examples, 730197 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:15,932 : INFO : EPOCH 9 - PROGRESS: at 21.31% examples, 730190 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:16,935 : INFO : EPOCH 9 - PROGRESS: at 21.66% examples, 730346 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:17,936 : INFO : EPOCH 9 - PROGRESS: at 22.00% examples, 730447 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:18,952 : INFO : EPOCH 9 - PROGRESS: at 22.38% examples, 730301 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:19,978 : INFO : EPOCH 9 - PROGRESS: at 22.72% examples, 730319 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:20,981 : INFO : EPOCH 9 - PROGRESS: at 23.07% examples, 730313 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:03:21,985 : INFO : EPOCH 9 - PROGRESS: at 23.44% examples, 730377 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:22,989 : INFO : EPOCH 9 - PROGRESS: at 23.81% examples, 730374 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:23,994 : INFO : EPOCH 9 - PROGRESS: at 24.14% examples, 730576 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:25,002 : INFO : EPOCH 9 - PROGRESS: at 24.48% examples, 730589 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:26,011 : INFO : EPOCH 9 - PROGRESS: at 24.82% examples, 730643 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:27,023 : INFO : EPOCH 9 - PROGRESS: at 25.20% examples, 730692 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:28,028 : INFO : EPOCH 9 - PROGRESS: at 25.55% examples, 730576 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:29,052 : INFO : EPOCH 9 - PROGRESS: at 25.94% examples, 730586 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:30,055 : INFO : EPOCH 9 - PROGRESS: at 26.31% examples, 730492 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:31,065 : INFO : EPOCH 9 - PROGRESS: at 26.67% examples, 730601 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:32,073 : INFO : EPOCH 9 - PROGRESS: at 27.03% examples, 730702 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:33,088 : INFO : EPOCH 9 - PROGRESS: at 27.38% examples, 730852 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:34,088 : INFO : EPOCH 9 - PROGRESS: at 27.72% examples, 730827 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:35,094 : INFO : EPOCH 9 - PROGRESS: at 28.08% examples, 730807 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:36,125 : INFO : EPOCH 9 - PROGRESS: at 28.45% examples, 730696 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:37,134 : INFO : EPOCH 9 - PROGRESS: at 28.82% examples, 730719 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:38,140 : INFO : EPOCH 9 - PROGRESS: at 29.15% examples, 730694 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:39,148 : INFO : EPOCH 9 - PROGRESS: at 29.49% examples, 730541 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:40,151 : INFO : EPOCH 9 - PROGRESS: at 29.83% examples, 730245 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:41,157 : INFO : EPOCH 9 - PROGRESS: at 30.15% examples, 729811 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:42,158 : INFO : EPOCH 9 - PROGRESS: at 30.48% examples, 729543 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:43,173 : INFO : EPOCH 9 - PROGRESS: at 30.78% examples, 728014 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:44,174 : INFO : EPOCH 9 - PROGRESS: at 31.11% examples, 727174 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:45,176 : INFO : EPOCH 9 - PROGRESS: at 31.48% examples, 727040 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:46,187 : INFO : EPOCH 9 - PROGRESS: at 31.82% examples, 727158 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:47,202 : INFO : EPOCH 9 - PROGRESS: at 32.19% examples, 727170 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:48,208 : INFO : EPOCH 9 - PROGRESS: at 32.54% examples, 727271 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:49,228 : INFO : EPOCH 9 - PROGRESS: at 32.90% examples, 727286 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:50,239 : INFO : EPOCH 9 - PROGRESS: at 33.25% examples, 727354 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:03:51,249 : INFO : EPOCH 9 - PROGRESS: at 33.60% examples, 727377 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:52,257 : INFO : EPOCH 9 - PROGRESS: at 33.93% examples, 727489 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:53,272 : INFO : EPOCH 9 - PROGRESS: at 34.30% examples, 727504 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:54,279 : INFO : EPOCH 9 - PROGRESS: at 34.65% examples, 727528 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:55,281 : INFO : EPOCH 9 - PROGRESS: at 35.00% examples, 727598 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:56,281 : INFO : EPOCH 9 - PROGRESS: at 35.34% examples, 727607 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:57,283 : INFO : EPOCH 9 - PROGRESS: at 35.69% examples, 727642 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:03:58,283 : INFO : EPOCH 9 - PROGRESS: at 36.06% examples, 727847 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:03:59,285 : INFO : EPOCH 9 - PROGRESS: at 36.40% examples, 727942 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:00,295 : INFO : EPOCH 9 - PROGRESS: at 36.71% examples, 727971 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:04:01,303 : INFO : EPOCH 9 - PROGRESS: at 37.06% examples, 728043 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:02,308 : INFO : EPOCH 9 - PROGRESS: at 37.41% examples, 728013 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:03,311 : INFO : EPOCH 9 - PROGRESS: at 37.79% examples, 728021 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:04,320 : INFO : EPOCH 9 - PROGRESS: at 38.14% examples, 728052 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:05,322 : INFO : EPOCH 9 - PROGRESS: at 38.51% examples, 728038 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:06,326 : INFO : EPOCH 9 - PROGRESS: at 38.86% examples, 728066 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:07,328 : INFO : EPOCH 9 - PROGRESS: at 39.21% examples, 728041 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:08,331 : INFO : EPOCH 9 - PROGRESS: at 39.58% examples, 728251 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:09,332 : INFO : EPOCH 9 - PROGRESS: at 39.92% examples, 728174 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:10,338 : INFO : EPOCH 9 - PROGRESS: at 40.29% examples, 728219 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:11,348 : INFO : EPOCH 9 - PROGRESS: at 40.62% examples, 728309 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:12,358 : INFO : EPOCH 9 - PROGRESS: at 40.97% examples, 728333 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:13,360 : INFO : EPOCH 9 - PROGRESS: at 41.34% examples, 728350 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:14,366 : INFO : EPOCH 9 - PROGRESS: at 41.70% examples, 728375 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:15,369 : INFO : EPOCH 9 - PROGRESS: at 42.03% examples, 728043 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:16,370 : INFO : EPOCH 9 - PROGRESS: at 42.35% examples, 727470 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:17,372 : INFO : EPOCH 9 - PROGRESS: at 42.68% examples, 726942 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:18,384 : INFO : EPOCH 9 - PROGRESS: at 42.98% examples, 726465 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:19,385 : INFO : EPOCH 9 - PROGRESS: at 43.31% examples, 725942 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:20,396 : INFO : EPOCH 9 - PROGRESS: at 43.63% examples, 725443 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:21,408 : INFO : EPOCH 9 - PROGRESS: at 43.96% examples, 724865 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:22,419 : INFO : EPOCH 9 - PROGRESS: at 44.30% examples, 724296 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:23,445 : INFO : EPOCH 9 - PROGRESS: at 44.65% examples, 723832 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:04:24,467 : INFO : EPOCH 9 - PROGRESS: at 44.99% examples, 723282 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:25,469 : INFO : EPOCH 9 - PROGRESS: at 45.31% examples, 722828 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:26,488 : INFO : EPOCH 9 - PROGRESS: at 45.63% examples, 722413 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:27,490 : INFO : EPOCH 9 - PROGRESS: at 45.97% examples, 721993 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:28,495 : INFO : EPOCH 9 - PROGRESS: at 46.32% examples, 721396 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:29,517 : INFO : EPOCH 9 - PROGRESS: at 46.63% examples, 720910 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:30,520 : INFO : EPOCH 9 - PROGRESS: at 46.97% examples, 720585 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:31,520 : INFO : EPOCH 9 - PROGRESS: at 47.31% examples, 720096 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:32,530 : INFO : EPOCH 9 - PROGRESS: at 47.64% examples, 719754 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:33,544 : INFO : EPOCH 9 - PROGRESS: at 48.00% examples, 719313 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:04:34,558 : INFO : EPOCH 9 - PROGRESS: at 48.33% examples, 718932 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:35,570 : INFO : EPOCH 9 - PROGRESS: at 48.65% examples, 718594 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:36,573 : INFO : EPOCH 9 - PROGRESS: at 49.00% examples, 718304 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:37,576 : INFO : EPOCH 9 - PROGRESS: at 49.31% examples, 717880 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:38,577 : INFO : EPOCH 9 - PROGRESS: at 49.62% examples, 717529 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:39,585 : INFO : EPOCH 9 - PROGRESS: at 49.94% examples, 717143 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:40,586 : INFO : EPOCH 9 - PROGRESS: at 50.25% examples, 716774 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:41,590 : INFO : EPOCH 9 - PROGRESS: at 50.57% examples, 716477 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:42,594 : INFO : EPOCH 9 - PROGRESS: at 50.89% examples, 716109 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:43,599 : INFO : EPOCH 9 - PROGRESS: at 51.21% examples, 715826 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:44,611 : INFO : EPOCH 9 - PROGRESS: at 51.56% examples, 715392 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:45,630 : INFO : EPOCH 9 - PROGRESS: at 51.87% examples, 715055 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:46,633 : INFO : EPOCH 9 - PROGRESS: at 52.19% examples, 714674 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:47,643 : INFO : EPOCH 9 - PROGRESS: at 52.55% examples, 714289 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:48,655 : INFO : EPOCH 9 - PROGRESS: at 52.87% examples, 713982 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:04:49,656 : INFO : EPOCH 9 - PROGRESS: at 53.18% examples, 713737 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:50,656 : INFO : EPOCH 9 - PROGRESS: at 53.49% examples, 713371 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:51,665 : INFO : EPOCH 9 - PROGRESS: at 53.81% examples, 713125 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:52,667 : INFO : EPOCH 9 - PROGRESS: at 54.09% examples, 712887 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:53,674 : INFO : EPOCH 9 - PROGRESS: at 54.42% examples, 712509 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:54,690 : INFO : EPOCH 9 - PROGRESS: at 54.75% examples, 712133 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:55,690 : INFO : EPOCH 9 - PROGRESS: at 55.07% examples, 711906 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:56,691 : INFO : EPOCH 9 - PROGRESS: at 55.35% examples, 711646 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:57,700 : INFO : EPOCH 9 - PROGRESS: at 55.66% examples, 711368 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:04:58,708 : INFO : EPOCH 9 - PROGRESS: at 55.97% examples, 711120 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:04:59,723 : INFO : EPOCH 9 - PROGRESS: at 56.29% examples, 710870 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:05:00,729 : INFO : EPOCH 9 - PROGRESS: at 56.60% examples, 710578 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:01,736 : INFO : EPOCH 9 - PROGRESS: at 56.94% examples, 710300 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:02,746 : INFO : EPOCH 9 - PROGRESS: at 57.26% examples, 709969 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:03,752 : INFO : EPOCH 9 - PROGRESS: at 57.57% examples, 709740 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:04,763 : INFO : EPOCH 9 - PROGRESS: at 57.91% examples, 709474 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:05,776 : INFO : EPOCH 9 - PROGRESS: at 58.22% examples, 709242 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:06,780 : INFO : EPOCH 9 - PROGRESS: at 58.53% examples, 708977 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:07,786 : INFO : EPOCH 9 - PROGRESS: at 58.85% examples, 708716 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:08,802 : INFO : EPOCH 9 - PROGRESS: at 59.19% examples, 708458 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:09,809 : INFO : EPOCH 9 - PROGRESS: at 59.53% examples, 708175 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:10,811 : INFO : EPOCH 9 - PROGRESS: at 59.84% examples, 708016 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:05:11,815 : INFO : EPOCH 9 - PROGRESS: at 60.15% examples, 707760 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:12,815 : INFO : EPOCH 9 - PROGRESS: at 60.48% examples, 707504 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:13,839 : INFO : EPOCH 9 - PROGRESS: at 60.79% examples, 707210 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:14,862 : INFO : EPOCH 9 - PROGRESS: at 61.14% examples, 706974 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:05:15,863 : INFO : EPOCH 9 - PROGRESS: at 61.48% examples, 706711 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:16,869 : INFO : EPOCH 9 - PROGRESS: at 61.80% examples, 706475 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:17,870 : INFO : EPOCH 9 - PROGRESS: at 62.14% examples, 706243 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:18,873 : INFO : EPOCH 9 - PROGRESS: at 62.46% examples, 706022 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:19,874 : INFO : EPOCH 9 - PROGRESS: at 62.78% examples, 705773 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:05:20,876 : INFO : EPOCH 9 - PROGRESS: at 63.11% examples, 705553 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:21,888 : INFO : EPOCH 9 - PROGRESS: at 63.45% examples, 705310 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:22,900 : INFO : EPOCH 9 - PROGRESS: at 63.77% examples, 705089 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:23,904 : INFO : EPOCH 9 - PROGRESS: at 64.11% examples, 704934 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:24,911 : INFO : EPOCH 9 - PROGRESS: at 64.41% examples, 704654 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:25,917 : INFO : EPOCH 9 - PROGRESS: at 64.74% examples, 704513 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:26,921 : INFO : EPOCH 9 - PROGRESS: at 65.05% examples, 704311 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:27,937 : INFO : EPOCH 9 - PROGRESS: at 65.39% examples, 704048 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:28,939 : INFO : EPOCH 9 - PROGRESS: at 65.71% examples, 703821 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:29,940 : INFO : EPOCH 9 - PROGRESS: at 66.03% examples, 703637 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:30,958 : INFO : EPOCH 9 - PROGRESS: at 66.38% examples, 703391 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:31,964 : INFO : EPOCH 9 - PROGRESS: at 66.69% examples, 703137 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:32,966 : INFO : EPOCH 9 - PROGRESS: at 67.04% examples, 702977 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:33,973 : INFO : EPOCH 9 - PROGRESS: at 67.35% examples, 702819 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:34,980 : INFO : EPOCH 9 - PROGRESS: at 67.67% examples, 702600 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:35,980 : INFO : EPOCH 9 - PROGRESS: at 68.00% examples, 702471 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:36,986 : INFO : EPOCH 9 - PROGRESS: at 68.31% examples, 702234 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:37,993 : INFO : EPOCH 9 - PROGRESS: at 68.63% examples, 702019 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:38,997 : INFO : EPOCH 9 - PROGRESS: at 68.93% examples, 701865 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:05:40,001 : INFO : EPOCH 9 - PROGRESS: at 69.24% examples, 701664 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:41,005 : INFO : EPOCH 9 - PROGRESS: at 69.55% examples, 701524 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:42,014 : INFO : EPOCH 9 - PROGRESS: at 69.89% examples, 701292 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:05:43,016 : INFO : EPOCH 9 - PROGRESS: at 70.21% examples, 701123 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:44,020 : INFO : EPOCH 9 - PROGRESS: at 70.54% examples, 700975 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:45,027 : INFO : EPOCH 9 - PROGRESS: at 70.85% examples, 700790 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:05:46,041 : INFO : EPOCH 9 - PROGRESS: at 71.17% examples, 700634 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:47,044 : INFO : EPOCH 9 - PROGRESS: at 71.49% examples, 700486 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:48,058 : INFO : EPOCH 9 - PROGRESS: at 71.83% examples, 700314 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:49,068 : INFO : EPOCH 9 - PROGRESS: at 72.18% examples, 700108 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:50,076 : INFO : EPOCH 9 - PROGRESS: at 72.52% examples, 699927 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:51,076 : INFO : EPOCH 9 - PROGRESS: at 72.84% examples, 699752 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:52,080 : INFO : EPOCH 9 - PROGRESS: at 73.15% examples, 699572 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:53,085 : INFO : EPOCH 9 - PROGRESS: at 73.49% examples, 699404 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:54,085 : INFO : EPOCH 9 - PROGRESS: at 73.79% examples, 699296 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:55,089 : INFO : EPOCH 9 - PROGRESS: at 74.09% examples, 699108 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:56,092 : INFO : EPOCH 9 - PROGRESS: at 74.40% examples, 698938 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:57,095 : INFO : EPOCH 9 - PROGRESS: at 74.72% examples, 698776 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:58,103 : INFO : EPOCH 9 - PROGRESS: at 75.03% examples, 698658 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:05:59,106 : INFO : EPOCH 9 - PROGRESS: at 75.36% examples, 698529 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:00,124 : INFO : EPOCH 9 - PROGRESS: at 75.66% examples, 698316 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:06:01,133 : INFO : EPOCH 9 - PROGRESS: at 75.97% examples, 698193 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:06:02,153 : INFO : EPOCH 9 - PROGRESS: at 76.30% examples, 698033 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:06:03,153 : INFO : EPOCH 9 - PROGRESS: at 76.62% examples, 697857 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:06:04,157 : INFO : EPOCH 9 - PROGRESS: at 76.96% examples, 697701 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:06:05,171 : INFO : EPOCH 9 - PROGRESS: at 77.27% examples, 697522 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:06,172 : INFO : EPOCH 9 - PROGRESS: at 77.58% examples, 697409 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:07,177 : INFO : EPOCH 9 - PROGRESS: at 77.89% examples, 697282 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:06:08,179 : INFO : EPOCH 9 - PROGRESS: at 78.22% examples, 697087 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:09,190 : INFO : EPOCH 9 - PROGRESS: at 78.55% examples, 696971 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:10,195 : INFO : EPOCH 9 - PROGRESS: at 78.87% examples, 696809 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:06:11,197 : INFO : EPOCH 9 - PROGRESS: at 79.16% examples, 696718 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:12,205 : INFO : EPOCH 9 - PROGRESS: at 79.47% examples, 696602 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:13,215 : INFO : EPOCH 9 - PROGRESS: at 79.80% examples, 696461 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:06:14,218 : INFO : EPOCH 9 - PROGRESS: at 80.13% examples, 696324 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:15,229 : INFO : EPOCH 9 - PROGRESS: at 80.44% examples, 696219 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:16,231 : INFO : EPOCH 9 - PROGRESS: at 80.76% examples, 696092 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:17,234 : INFO : EPOCH 9 - PROGRESS: at 81.07% examples, 695957 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:18,237 : INFO : EPOCH 9 - PROGRESS: at 81.39% examples, 695815 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:19,244 : INFO : EPOCH 9 - PROGRESS: at 81.74% examples, 695521 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:06:20,249 : INFO : EPOCH 9 - PROGRESS: at 82.04% examples, 695294 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:21,267 : INFO : EPOCH 9 - PROGRESS: at 82.32% examples, 695017 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:22,275 : INFO : EPOCH 9 - PROGRESS: at 82.64% examples, 694796 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:23,282 : INFO : EPOCH 9 - PROGRESS: at 82.94% examples, 694392 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:24,315 : INFO : EPOCH 9 - PROGRESS: at 83.22% examples, 693918 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:25,316 : INFO : EPOCH 9 - PROGRESS: at 83.58% examples, 694048 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:26,316 : INFO : EPOCH 9 - PROGRESS: at 83.95% examples, 694247 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:27,329 : INFO : EPOCH 9 - PROGRESS: at 84.27% examples, 694389 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:28,339 : INFO : EPOCH 9 - PROGRESS: at 84.63% examples, 694548 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:29,340 : INFO : EPOCH 9 - PROGRESS: at 84.97% examples, 694692 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:30,343 : INFO : EPOCH 9 - PROGRESS: at 85.33% examples, 694788 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:31,346 : INFO : EPOCH 9 - PROGRESS: at 85.67% examples, 694898 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:32,353 : INFO : EPOCH 9 - PROGRESS: at 86.01% examples, 695074 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:06:33,355 : INFO : EPOCH 9 - PROGRESS: at 86.35% examples, 695233 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:34,360 : INFO : EPOCH 9 - PROGRESS: at 86.69% examples, 695353 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:35,365 : INFO : EPOCH 9 - PROGRESS: at 87.06% examples, 695529 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:36,366 : INFO : EPOCH 9 - PROGRESS: at 87.38% examples, 695677 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:37,381 : INFO : EPOCH 9 - PROGRESS: at 87.74% examples, 695780 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:38,384 : INFO : EPOCH 9 - PROGRESS: at 88.08% examples, 695973 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:39,391 : INFO : EPOCH 9 - PROGRESS: at 88.45% examples, 696072 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:40,398 : INFO : EPOCH 9 - PROGRESS: at 88.82% examples, 696203 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:41,401 : INFO : EPOCH 9 - PROGRESS: at 89.15% examples, 696340 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:42,404 : INFO : EPOCH 9 - PROGRESS: at 89.49% examples, 696483 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:43,409 : INFO : EPOCH 9 - PROGRESS: at 89.85% examples, 696585 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:44,415 : INFO : EPOCH 9 - PROGRESS: at 90.22% examples, 696706 words/s, in_qsize 8, out_qsize 1
2020-07-24 13:06:45,430 : INFO : EPOCH 9 - PROGRESS: at 90.58% examples, 696846 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:46,434 : INFO : EPOCH 9 - PROGRESS: at 90.91% examples, 696958 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:47,436 : INFO : EPOCH 9 - PROGRESS: at 91.25% examples, 697102 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:48,442 : INFO : EPOCH 9 - PROGRESS: at 91.60% examples, 697209 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:49,442 : INFO : EPOCH 9 - PROGRESS: at 91.96% examples, 697319 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:50,453 : INFO : EPOCH 9 - PROGRESS: at 92.32% examples, 697453 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:51,453 : INFO : EPOCH 9 - PROGRESS: at 92.67% examples, 697604 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:52,455 : INFO : EPOCH 9 - PROGRESS: at 93.03% examples, 697713 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:53,469 : INFO : EPOCH 9 - PROGRESS: at 93.34% examples, 697871 words/s, in_qsize 8, out_qsize 1
2020-07-24 13:06:54,479 : INFO : EPOCH 9 - PROGRESS: at 93.70% examples, 697997 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:55,484 : INFO : EPOCH 9 - PROGRESS: at 94.08% examples, 698085 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:56,486 : INFO : EPOCH 9 - PROGRESS: at 94.45% examples, 698205 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:57,492 : INFO : EPOCH 9 - PROGRESS: at 94.78% examples, 698314 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:58,505 : INFO : EPOCH 9 - PROGRESS: at 95.13% examples, 698435 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:06:59,510 : INFO : EPOCH 9 - PROGRESS: at 95.49% examples, 698571 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:00,517 : INFO : EPOCH 9 - PROGRESS: at 95.84% examples, 698645 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:01,533 : INFO : EPOCH 9 - PROGRESS: at 96.23% examples, 698751 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:07:02,550 : INFO : EPOCH 9 - PROGRESS: at 96.60% examples, 698865 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:03,557 : INFO : EPOCH 9 - PROGRESS: at 96.97% examples, 698975 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:04,559 : INFO : EPOCH 9 - PROGRESS: at 97.34% examples, 699089 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:05,572 : INFO : EPOCH 9 - PROGRESS: at 97.70% examples, 699154 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:07:06,573 : INFO : EPOCH 9 - PROGRESS: at 98.07% examples, 699282 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:07,574 : INFO : EPOCH 9 - PROGRESS: at 98.42% examples, 699399 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:08,580 : INFO : EPOCH 9 - PROGRESS: at 98.77% examples, 699520 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:09,580 : INFO : EPOCH 9 - PROGRESS: at 99.12% examples, 699629 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:10,590 : INFO : EPOCH 9 - PROGRESS: at 99.51% examples, 699686 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:11,603 : INFO : EPOCH 9 - PROGRESS: at 99.88% examples, 699780 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:11,888 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 13:07:11,896 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 13:07:11,902 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 13:07:11,911 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 13:07:11,912 : INFO : EPOCH - 9 : training on 266972912 raw words (207417935 effective words) took 296.4s, 699849 effective words/s
2020-07-24 13:07:12,923 : INFO : EPOCH 10 - PROGRESS: at 0.36% examples, 712133 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:13,925 : INFO : EPOCH 10 - PROGRESS: at 0.69% examples, 718332 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:14,948 : INFO : EPOCH 10 - PROGRESS: at 1.05% examples, 721215 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:15,952 : INFO : EPOCH 10 - PROGRESS: at 1.42% examples, 721612 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:16,957 : INFO : EPOCH 10 - PROGRESS: at 1.78% examples, 723238 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:17,963 : INFO : EPOCH 10 - PROGRESS: at 2.14% examples, 724880 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:18,967 : INFO : EPOCH 10 - PROGRESS: at 2.51% examples, 725289 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:19,970 : INFO : EPOCH 10 - PROGRESS: at 2.89% examples, 725287 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:20,973 : INFO : EPOCH 10 - PROGRESS: at 3.24% examples, 726948 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:21,977 : INFO : EPOCH 10 - PROGRESS: at 3.58% examples, 727899 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:22,982 : INFO : EPOCH 10 - PROGRESS: at 3.94% examples, 728219 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:24,005 : INFO : EPOCH 10 - PROGRESS: at 4.32% examples, 726702 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:25,011 : INFO : EPOCH 10 - PROGRESS: at 4.71% examples, 727610 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:26,014 : INFO : EPOCH 10 - PROGRESS: at 5.07% examples, 728545 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:27,034 : INFO : EPOCH 10 - PROGRESS: at 5.41% examples, 728081 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:28,040 : INFO : EPOCH 10 - PROGRESS: at 5.76% examples, 729032 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:29,054 : INFO : EPOCH 10 - PROGRESS: at 6.11% examples, 729219 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:07:30,057 : INFO : EPOCH 10 - PROGRESS: at 6.49% examples, 729196 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:31,065 : INFO : EPOCH 10 - PROGRESS: at 6.84% examples, 729152 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:32,068 : INFO : EPOCH 10 - PROGRESS: at 7.20% examples, 729188 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:33,082 : INFO : EPOCH 10 - PROGRESS: at 7.54% examples, 729526 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:34,094 : INFO : EPOCH 10 - PROGRESS: at 7.89% examples, 729655 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:35,108 : INFO : EPOCH 10 - PROGRESS: at 8.23% examples, 730202 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:36,131 : INFO : EPOCH 10 - PROGRESS: at 8.59% examples, 730305 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:37,138 : INFO : EPOCH 10 - PROGRESS: at 8.91% examples, 730928 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:38,144 : INFO : EPOCH 10 - PROGRESS: at 9.26% examples, 730811 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:39,161 : INFO : EPOCH 10 - PROGRESS: at 9.60% examples, 730988 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:40,181 : INFO : EPOCH 10 - PROGRESS: at 9.96% examples, 731159 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:41,186 : INFO : EPOCH 10 - PROGRESS: at 10.33% examples, 730961 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:42,190 : INFO : EPOCH 10 - PROGRESS: at 10.66% examples, 731185 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:43,196 : INFO : EPOCH 10 - PROGRESS: at 11.02% examples, 731149 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:07:44,200 : INFO : EPOCH 10 - PROGRESS: at 11.38% examples, 731433 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:45,221 : INFO : EPOCH 10 - PROGRESS: at 11.76% examples, 731096 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:46,229 : INFO : EPOCH 10 - PROGRESS: at 12.13% examples, 731175 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:47,230 : INFO : EPOCH 10 - PROGRESS: at 12.49% examples, 731178 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:48,243 : INFO : EPOCH 10 - PROGRESS: at 12.85% examples, 731259 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:49,246 : INFO : EPOCH 10 - PROGRESS: at 13.19% examples, 731176 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:50,257 : INFO : EPOCH 10 - PROGRESS: at 13.57% examples, 731317 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:51,261 : INFO : EPOCH 10 - PROGRESS: at 13.93% examples, 731355 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:52,278 : INFO : EPOCH 10 - PROGRESS: at 14.29% examples, 731032 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:53,287 : INFO : EPOCH 10 - PROGRESS: at 14.65% examples, 731058 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:54,297 : INFO : EPOCH 10 - PROGRESS: at 15.01% examples, 731128 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:55,299 : INFO : EPOCH 10 - PROGRESS: at 15.36% examples, 731184 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:56,300 : INFO : EPOCH 10 - PROGRESS: at 15.70% examples, 731283 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:57,303 : INFO : EPOCH 10 - PROGRESS: at 16.04% examples, 731346 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:58,308 : INFO : EPOCH 10 - PROGRESS: at 16.41% examples, 731489 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:07:59,310 : INFO : EPOCH 10 - PROGRESS: at 16.78% examples, 731245 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:08:00,310 : INFO : EPOCH 10 - PROGRESS: at 17.13% examples, 731092 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:01,322 : INFO : EPOCH 10 - PROGRESS: at 17.49% examples, 731248 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:02,344 : INFO : EPOCH 10 - PROGRESS: at 17.86% examples, 731162 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:03,360 : INFO : EPOCH 10 - PROGRESS: at 18.21% examples, 731156 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:04,369 : INFO : EPOCH 10 - PROGRESS: at 18.57% examples, 731288 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:05,370 : INFO : EPOCH 10 - PROGRESS: at 18.93% examples, 731194 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:06,372 : INFO : EPOCH 10 - PROGRESS: at 19.27% examples, 731396 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:07,383 : INFO : EPOCH 10 - PROGRESS: at 19.64% examples, 731163 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:08,394 : INFO : EPOCH 10 - PROGRESS: at 19.99% examples, 731366 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:09,401 : INFO : EPOCH 10 - PROGRESS: at 20.31% examples, 731484 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:10,403 : INFO : EPOCH 10 - PROGRESS: at 20.67% examples, 731415 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:11,412 : INFO : EPOCH 10 - PROGRESS: at 21.05% examples, 731427 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:12,414 : INFO : EPOCH 10 - PROGRESS: at 21.38% examples, 731422 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:13,419 : INFO : EPOCH 10 - PROGRESS: at 21.73% examples, 731375 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:14,424 : INFO : EPOCH 10 - PROGRESS: at 22.10% examples, 731411 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:15,426 : INFO : EPOCH 10 - PROGRESS: at 22.45% examples, 731454 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:16,433 : INFO : EPOCH 10 - PROGRESS: at 22.78% examples, 731566 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:17,441 : INFO : EPOCH 10 - PROGRESS: at 23.15% examples, 731501 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:18,452 : INFO : EPOCH 10 - PROGRESS: at 23.52% examples, 731593 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:19,466 : INFO : EPOCH 10 - PROGRESS: at 23.87% examples, 731629 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:20,481 : INFO : EPOCH 10 - PROGRESS: at 24.21% examples, 731728 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:21,486 : INFO : EPOCH 10 - PROGRESS: at 24.56% examples, 731718 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:22,491 : INFO : EPOCH 10 - PROGRESS: at 24.89% examples, 731660 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:23,506 : INFO : EPOCH 10 - PROGRESS: at 25.27% examples, 731620 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:24,511 : INFO : EPOCH 10 - PROGRESS: at 25.63% examples, 731543 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:25,516 : INFO : EPOCH 10 - PROGRESS: at 26.01% examples, 731401 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:26,517 : INFO : EPOCH 10 - PROGRESS: at 26.37% examples, 731342 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:27,530 : INFO : EPOCH 10 - PROGRESS: at 26.74% examples, 731387 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:28,537 : INFO : EPOCH 10 - PROGRESS: at 27.09% examples, 731304 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:08:29,550 : INFO : EPOCH 10 - PROGRESS: at 27.43% examples, 731446 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:30,569 : INFO : EPOCH 10 - PROGRESS: at 27.79% examples, 731484 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:31,578 : INFO : EPOCH 10 - PROGRESS: at 28.16% examples, 731505 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:32,580 : INFO : EPOCH 10 - PROGRESS: at 28.52% examples, 731427 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:33,601 : INFO : EPOCH 10 - PROGRESS: at 28.88% examples, 731407 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:08:34,604 : INFO : EPOCH 10 - PROGRESS: at 29.21% examples, 731518 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:35,608 : INFO : EPOCH 10 - PROGRESS: at 29.56% examples, 731588 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:36,631 : INFO : EPOCH 10 - PROGRESS: at 29.90% examples, 731326 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:37,633 : INFO : EPOCH 10 - PROGRESS: at 30.24% examples, 731460 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:38,635 : INFO : EPOCH 10 - PROGRESS: at 30.60% examples, 731509 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:39,646 : INFO : EPOCH 10 - PROGRESS: at 30.97% examples, 731471 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:40,664 : INFO : EPOCH 10 - PROGRESS: at 31.36% examples, 731288 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:41,678 : INFO : EPOCH 10 - PROGRESS: at 31.70% examples, 731491 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:42,678 : INFO : EPOCH 10 - PROGRESS: at 32.06% examples, 731519 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:43,681 : INFO : EPOCH 10 - PROGRESS: at 32.42% examples, 731442 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:44,684 : INFO : EPOCH 10 - PROGRESS: at 32.76% examples, 731510 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:08:45,688 : INFO : EPOCH 10 - PROGRESS: at 33.11% examples, 731561 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:46,688 : INFO : EPOCH 10 - PROGRESS: at 33.47% examples, 731542 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:47,694 : INFO : EPOCH 10 - PROGRESS: at 33.82% examples, 731489 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:48,709 : INFO : EPOCH 10 - PROGRESS: at 34.16% examples, 731502 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:49,727 : INFO : EPOCH 10 - PROGRESS: at 34.50% examples, 731478 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:50,738 : INFO : EPOCH 10 - PROGRESS: at 34.88% examples, 731537 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:51,744 : INFO : EPOCH 10 - PROGRESS: at 35.21% examples, 731618 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:52,756 : INFO : EPOCH 10 - PROGRESS: at 35.57% examples, 731504 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:53,759 : INFO : EPOCH 10 - PROGRESS: at 35.92% examples, 731631 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:54,761 : INFO : EPOCH 10 - PROGRESS: at 36.27% examples, 731753 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:55,766 : INFO : EPOCH 10 - PROGRESS: at 36.60% examples, 731749 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:56,771 : INFO : EPOCH 10 - PROGRESS: at 36.94% examples, 731828 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:57,781 : INFO : EPOCH 10 - PROGRESS: at 37.29% examples, 731750 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:58,786 : INFO : EPOCH 10 - PROGRESS: at 37.65% examples, 731836 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:08:59,809 : INFO : EPOCH 10 - PROGRESS: at 38.00% examples, 731509 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:00,822 : INFO : EPOCH 10 - PROGRESS: at 38.35% examples, 731264 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:01,823 : INFO : EPOCH 10 - PROGRESS: at 38.70% examples, 730966 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:02,826 : INFO : EPOCH 10 - PROGRESS: at 39.04% examples, 730593 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:03,829 : INFO : EPOCH 10 - PROGRESS: at 39.32% examples, 729300 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:04,835 : INFO : EPOCH 10 - PROGRESS: at 39.66% examples, 728794 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:05,844 : INFO : EPOCH 10 - PROGRESS: at 39.99% examples, 728819 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:06,851 : INFO : EPOCH 10 - PROGRESS: at 40.38% examples, 728871 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:07,851 : INFO : EPOCH 10 - PROGRESS: at 40.70% examples, 728934 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:08,869 : INFO : EPOCH 10 - PROGRESS: at 41.06% examples, 728988 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:09,884 : INFO : EPOCH 10 - PROGRESS: at 41.43% examples, 729034 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:10,885 : INFO : EPOCH 10 - PROGRESS: at 41.80% examples, 729066 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:11,892 : INFO : EPOCH 10 - PROGRESS: at 42.15% examples, 729121 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:12,904 : INFO : EPOCH 10 - PROGRESS: at 42.50% examples, 729176 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:13,916 : INFO : EPOCH 10 - PROGRESS: at 42.86% examples, 729129 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:14,924 : INFO : EPOCH 10 - PROGRESS: at 43.21% examples, 729235 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:15,938 : INFO : EPOCH 10 - PROGRESS: at 43.56% examples, 729180 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:16,956 : INFO : EPOCH 10 - PROGRESS: at 43.93% examples, 729132 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:17,964 : INFO : EPOCH 10 - PROGRESS: at 44.31% examples, 729132 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:18,966 : INFO : EPOCH 10 - PROGRESS: at 44.69% examples, 729284 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:19,974 : INFO : EPOCH 10 - PROGRESS: at 45.06% examples, 729278 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:20,977 : INFO : EPOCH 10 - PROGRESS: at 45.42% examples, 729327 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:21,979 : INFO : EPOCH 10 - PROGRESS: at 45.75% examples, 729427 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:22,992 : INFO : EPOCH 10 - PROGRESS: at 46.14% examples, 729359 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:24,011 : INFO : EPOCH 10 - PROGRESS: at 46.53% examples, 729357 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:25,020 : INFO : EPOCH 10 - PROGRESS: at 46.89% examples, 729452 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:26,025 : INFO : EPOCH 10 - PROGRESS: at 47.26% examples, 729482 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:27,026 : INFO : EPOCH 10 - PROGRESS: at 47.63% examples, 729547 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:28,040 : INFO : EPOCH 10 - PROGRESS: at 48.01% examples, 729429 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:09:29,041 : INFO : EPOCH 10 - PROGRESS: at 48.38% examples, 729483 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:30,043 : INFO : EPOCH 10 - PROGRESS: at 48.73% examples, 729507 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:31,044 : INFO : EPOCH 10 - PROGRESS: at 49.08% examples, 729497 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:09:32,050 : INFO : EPOCH 10 - PROGRESS: at 49.43% examples, 729483 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:33,063 : INFO : EPOCH 10 - PROGRESS: at 49.78% examples, 729533 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:34,078 : INFO : EPOCH 10 - PROGRESS: at 50.13% examples, 729616 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:35,078 : INFO : EPOCH 10 - PROGRESS: at 50.49% examples, 729689 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:36,079 : INFO : EPOCH 10 - PROGRESS: at 50.85% examples, 729689 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:09:37,080 : INFO : EPOCH 10 - PROGRESS: at 51.18% examples, 729709 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:38,091 : INFO : EPOCH 10 - PROGRESS: at 51.57% examples, 729648 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:39,096 : INFO : EPOCH 10 - PROGRESS: at 51.91% examples, 729740 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:40,102 : INFO : EPOCH 10 - PROGRESS: at 52.28% examples, 729677 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:41,108 : INFO : EPOCH 10 - PROGRESS: at 52.65% examples, 729643 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:42,116 : INFO : EPOCH 10 - PROGRESS: at 52.99% examples, 729636 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:43,119 : INFO : EPOCH 10 - PROGRESS: at 53.34% examples, 729716 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:44,137 : INFO : EPOCH 10 - PROGRESS: at 53.69% examples, 729744 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:45,148 : INFO : EPOCH 10 - PROGRESS: at 54.03% examples, 729867 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:46,161 : INFO : EPOCH 10 - PROGRESS: at 54.38% examples, 729908 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:47,162 : INFO : EPOCH 10 - PROGRESS: at 54.75% examples, 729897 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:48,164 : INFO : EPOCH 10 - PROGRESS: at 55.09% examples, 729927 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:49,178 : INFO : EPOCH 10 - PROGRESS: at 55.41% examples, 730001 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:50,183 : INFO : EPOCH 10 - PROGRESS: at 55.74% examples, 730109 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:51,194 : INFO : EPOCH 10 - PROGRESS: at 56.10% examples, 730157 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:52,197 : INFO : EPOCH 10 - PROGRESS: at 56.44% examples, 730221 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:53,215 : INFO : EPOCH 10 - PROGRESS: at 56.81% examples, 730194 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:09:54,227 : INFO : EPOCH 10 - PROGRESS: at 57.17% examples, 730216 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:09:55,235 : INFO : EPOCH 10 - PROGRESS: at 57.50% examples, 730317 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:09:56,248 : INFO : EPOCH 10 - PROGRESS: at 57.89% examples, 730343 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:09:57,263 : INFO : EPOCH 10 - PROGRESS: at 58.23% examples, 730327 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:58,275 : INFO : EPOCH 10 - PROGRESS: at 58.58% examples, 730351 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:09:59,277 : INFO : EPOCH 10 - PROGRESS: at 58.93% examples, 730431 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:00,288 : INFO : EPOCH 10 - PROGRESS: at 59.31% examples, 730341 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:01,295 : INFO : EPOCH 10 - PROGRESS: at 59.67% examples, 730347 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:02,296 : INFO : EPOCH 10 - PROGRESS: at 60.02% examples, 730414 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:03,312 : INFO : EPOCH 10 - PROGRESS: at 60.36% examples, 730441 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:04,317 : INFO : EPOCH 10 - PROGRESS: at 60.72% examples, 730504 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:05,321 : INFO : EPOCH 10 - PROGRESS: at 61.09% examples, 730466 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:10:06,325 : INFO : EPOCH 10 - PROGRESS: at 61.47% examples, 730449 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:07,341 : INFO : EPOCH 10 - PROGRESS: at 61.82% examples, 730439 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:08,348 : INFO : EPOCH 10 - PROGRESS: at 62.19% examples, 730476 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:09,351 : INFO : EPOCH 10 - PROGRESS: at 62.56% examples, 730470 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:10,354 : INFO : EPOCH 10 - PROGRESS: at 62.91% examples, 730455 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:11,355 : INFO : EPOCH 10 - PROGRESS: at 63.27% examples, 730548 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:12,364 : INFO : EPOCH 10 - PROGRESS: at 63.64% examples, 730476 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:13,364 : INFO : EPOCH 10 - PROGRESS: at 64.00% examples, 730567 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:14,372 : INFO : EPOCH 10 - PROGRESS: at 64.34% examples, 730638 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:15,377 : INFO : EPOCH 10 - PROGRESS: at 64.72% examples, 730662 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:16,379 : INFO : EPOCH 10 - PROGRESS: at 65.06% examples, 730740 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:17,389 : INFO : EPOCH 10 - PROGRESS: at 65.43% examples, 730706 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:18,389 : INFO : EPOCH 10 - PROGRESS: at 65.79% examples, 730770 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:19,399 : INFO : EPOCH 10 - PROGRESS: at 66.14% examples, 730690 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:20,399 : INFO : EPOCH 10 - PROGRESS: at 66.51% examples, 730719 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:21,410 : INFO : EPOCH 10 - PROGRESS: at 66.88% examples, 730696 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:22,424 : INFO : EPOCH 10 - PROGRESS: at 67.24% examples, 730752 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:23,429 : INFO : EPOCH 10 - PROGRESS: at 67.58% examples, 730678 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:24,441 : INFO : EPOCH 10 - PROGRESS: at 67.94% examples, 730682 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:25,451 : INFO : EPOCH 10 - PROGRESS: at 68.29% examples, 730679 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:26,455 : INFO : EPOCH 10 - PROGRESS: at 68.65% examples, 730708 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:27,464 : INFO : EPOCH 10 - PROGRESS: at 68.97% examples, 730727 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:28,476 : INFO : EPOCH 10 - PROGRESS: at 69.31% examples, 730768 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:29,482 : INFO : EPOCH 10 - PROGRESS: at 69.69% examples, 730796 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:30,484 : INFO : EPOCH 10 - PROGRESS: at 70.04% examples, 730802 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:31,494 : INFO : EPOCH 10 - PROGRESS: at 70.40% examples, 730817 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:32,513 : INFO : EPOCH 10 - PROGRESS: at 70.76% examples, 730837 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:33,525 : INFO : EPOCH 10 - PROGRESS: at 71.10% examples, 730889 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:34,526 : INFO : EPOCH 10 - PROGRESS: at 71.47% examples, 730914 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:35,546 : INFO : EPOCH 10 - PROGRESS: at 71.83% examples, 730852 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:36,553 : INFO : EPOCH 10 - PROGRESS: at 72.22% examples, 730871 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:10:37,559 : INFO : EPOCH 10 - PROGRESS: at 72.59% examples, 730884 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:38,568 : INFO : EPOCH 10 - PROGRESS: at 72.94% examples, 730844 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:39,572 : INFO : EPOCH 10 - PROGRESS: at 73.31% examples, 730864 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:40,573 : INFO : EPOCH 10 - PROGRESS: at 73.65% examples, 730884 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:10:41,582 : INFO : EPOCH 10 - PROGRESS: at 73.98% examples, 730904 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:42,591 : INFO : EPOCH 10 - PROGRESS: at 74.32% examples, 730934 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:43,623 : INFO : EPOCH 10 - PROGRESS: at 74.69% examples, 730910 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:44,628 : INFO : EPOCH 10 - PROGRESS: at 75.03% examples, 730984 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:45,628 : INFO : EPOCH 10 - PROGRESS: at 75.39% examples, 731000 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:46,635 : INFO : EPOCH 10 - PROGRESS: at 75.72% examples, 731052 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:47,635 : INFO : EPOCH 10 - PROGRESS: at 76.07% examples, 731029 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:48,638 : INFO : EPOCH 10 - PROGRESS: at 76.43% examples, 731025 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:49,652 : INFO : EPOCH 10 - PROGRESS: at 76.78% examples, 731014 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:50,656 : INFO : EPOCH 10 - PROGRESS: at 77.15% examples, 731053 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:51,662 : INFO : EPOCH 10 - PROGRESS: at 77.50% examples, 731080 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:52,678 : INFO : EPOCH 10 - PROGRESS: at 77.84% examples, 731095 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:53,693 : INFO : EPOCH 10 - PROGRESS: at 78.21% examples, 731109 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:54,705 : INFO : EPOCH 10 - PROGRESS: at 78.57% examples, 731110 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:55,721 : INFO : EPOCH 10 - PROGRESS: at 78.92% examples, 731079 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:56,722 : INFO : EPOCH 10 - PROGRESS: at 79.25% examples, 731155 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:57,725 : INFO : EPOCH 10 - PROGRESS: at 79.59% examples, 731185 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:58,725 : INFO : EPOCH 10 - PROGRESS: at 79.96% examples, 731209 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:10:59,732 : INFO : EPOCH 10 - PROGRESS: at 80.31% examples, 731261 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:00,732 : INFO : EPOCH 10 - PROGRESS: at 80.67% examples, 731254 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:01,732 : INFO : EPOCH 10 - PROGRESS: at 81.00% examples, 731293 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:02,733 : INFO : EPOCH 10 - PROGRESS: at 81.36% examples, 731278 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:03,749 : INFO : EPOCH 10 - PROGRESS: at 81.76% examples, 731230 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:11:04,775 : INFO : EPOCH 10 - PROGRESS: at 82.10% examples, 731244 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:05,779 : INFO : EPOCH 10 - PROGRESS: at 82.43% examples, 731287 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:11:06,788 : INFO : EPOCH 10 - PROGRESS: at 82.82% examples, 731267 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:07,789 : INFO : EPOCH 10 - PROGRESS: at 83.16% examples, 731318 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:08,800 : INFO : EPOCH 10 - PROGRESS: at 83.51% examples, 731317 words/s, in_qsize 8, out_qsize 1
2020-07-24 13:11:09,800 : INFO : EPOCH 10 - PROGRESS: at 83.89% examples, 731351 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:10,808 : INFO : EPOCH 10 - PROGRESS: at 84.22% examples, 731342 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:11:11,826 : INFO : EPOCH 10 - PROGRESS: at 84.57% examples, 731325 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:12,844 : INFO : EPOCH 10 - PROGRESS: at 84.92% examples, 731386 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:13,846 : INFO : EPOCH 10 - PROGRESS: at 85.28% examples, 731377 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:14,855 : INFO : EPOCH 10 - PROGRESS: at 85.63% examples, 731365 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:15,867 : INFO : EPOCH 10 - PROGRESS: at 85.97% examples, 731381 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:11:16,875 : INFO : EPOCH 10 - PROGRESS: at 86.33% examples, 731443 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:11:17,877 : INFO : EPOCH 10 - PROGRESS: at 86.67% examples, 731433 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:18,882 : INFO : EPOCH 10 - PROGRESS: at 87.03% examples, 731467 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:19,896 : INFO : EPOCH 10 - PROGRESS: at 87.37% examples, 731461 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:20,898 : INFO : EPOCH 10 - PROGRESS: at 87.72% examples, 731514 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:21,916 : INFO : EPOCH 10 - PROGRESS: at 88.05% examples, 731497 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:22,917 : INFO : EPOCH 10 - PROGRESS: at 88.44% examples, 731500 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:23,919 : INFO : EPOCH 10 - PROGRESS: at 88.79% examples, 731524 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:24,922 : INFO : EPOCH 10 - PROGRESS: at 89.13% examples, 731524 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:25,934 : INFO : EPOCH 10 - PROGRESS: at 89.47% examples, 731571 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:26,954 : INFO : EPOCH 10 - PROGRESS: at 89.85% examples, 731526 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:27,973 : INFO : EPOCH 10 - PROGRESS: at 90.22% examples, 731517 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:28,985 : INFO : EPOCH 10 - PROGRESS: at 90.58% examples, 731553 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:29,992 : INFO : EPOCH 10 - PROGRESS: at 90.92% examples, 731589 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:30,998 : INFO : EPOCH 10 - PROGRESS: at 91.26% examples, 731620 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:31,998 : INFO : EPOCH 10 - PROGRESS: at 91.61% examples, 731616 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:33,002 : INFO : EPOCH 10 - PROGRESS: at 91.98% examples, 731615 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:34,009 : INFO : EPOCH 10 - PROGRESS: at 92.34% examples, 731610 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:35,011 : INFO : EPOCH 10 - PROGRESS: at 92.69% examples, 731633 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:36,015 : INFO : EPOCH 10 - PROGRESS: at 93.04% examples, 731657 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:37,020 : INFO : EPOCH 10 - PROGRESS: at 93.36% examples, 731725 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:38,031 : INFO : EPOCH 10 - PROGRESS: at 93.72% examples, 731725 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:39,033 : INFO : EPOCH 10 - PROGRESS: at 94.09% examples, 731656 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:40,040 : INFO : EPOCH 10 - PROGRESS: at 94.45% examples, 731531 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:41,048 : INFO : EPOCH 10 - PROGRESS: at 94.76% examples, 731424 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:42,052 : INFO : EPOCH 10 - PROGRESS: at 95.10% examples, 731318 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:43,065 : INFO : EPOCH 10 - PROGRESS: at 95.40% examples, 730918 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:44,067 : INFO : EPOCH 10 - PROGRESS: at 95.70% examples, 730535 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:45,087 : INFO : EPOCH 10 - PROGRESS: at 96.09% examples, 730511 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:46,090 : INFO : EPOCH 10 - PROGRESS: at 96.46% examples, 730520 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:47,103 : INFO : EPOCH 10 - PROGRESS: at 96.83% examples, 730517 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:48,129 : INFO : EPOCH 10 - PROGRESS: at 97.20% examples, 730522 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:49,137 : INFO : EPOCH 10 - PROGRESS: at 97.58% examples, 730526 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:11:50,140 : INFO : EPOCH 10 - PROGRESS: at 97.94% examples, 730523 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:51,147 : INFO : EPOCH 10 - PROGRESS: at 98.30% examples, 730525 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:11:52,161 : INFO : EPOCH 10 - PROGRESS: at 98.65% examples, 730528 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:53,167 : INFO : EPOCH 10 - PROGRESS: at 99.02% examples, 730571 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:54,169 : INFO : EPOCH 10 - PROGRESS: at 99.38% examples, 730565 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:55,181 : INFO : EPOCH 10 - PROGRESS: at 99.76% examples, 730541 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:55,802 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 13:11:55,807 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 13:11:55,811 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 13:11:55,824 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 13:11:55,825 : INFO : EPOCH - 10 : training on 266972912 raw words (207404165 effective words) took 283.9s, 730535 effective words/s
2020-07-24 13:11:56,838 : INFO : EPOCH 11 - PROGRESS: at 0.36% examples, 713926 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:57,843 : INFO : EPOCH 11 - PROGRESS: at 0.69% examples, 723347 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:58,849 : INFO : EPOCH 11 - PROGRESS: at 1.05% examples, 723880 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:11:59,861 : INFO : EPOCH 11 - PROGRESS: at 1.43% examples, 724627 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:00,875 : INFO : EPOCH 11 - PROGRESS: at 1.79% examples, 726655 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:01,879 : INFO : EPOCH 11 - PROGRESS: at 2.16% examples, 727734 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:02,886 : INFO : EPOCH 11 - PROGRESS: at 2.52% examples, 728655 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:03,888 : INFO : EPOCH 11 - PROGRESS: at 2.90% examples, 728430 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:04,892 : INFO : EPOCH 11 - PROGRESS: at 3.25% examples, 729059 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:05,894 : INFO : EPOCH 11 - PROGRESS: at 3.59% examples, 729777 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:06,898 : INFO : EPOCH 11 - PROGRESS: at 3.95% examples, 729159 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:07,901 : INFO : EPOCH 11 - PROGRESS: at 4.34% examples, 729469 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:08,902 : INFO : EPOCH 11 - PROGRESS: at 4.71% examples, 729016 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:09,905 : INFO : EPOCH 11 - PROGRESS: at 5.07% examples, 729014 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:10,917 : INFO : EPOCH 11 - PROGRESS: at 5.41% examples, 729379 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:11,919 : INFO : EPOCH 11 - PROGRESS: at 5.75% examples, 729466 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:12,926 : INFO : EPOCH 11 - PROGRESS: at 6.10% examples, 730037 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:13,932 : INFO : EPOCH 11 - PROGRESS: at 6.48% examples, 729391 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:14,934 : INFO : EPOCH 11 - PROGRESS: at 6.83% examples, 729647 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:15,942 : INFO : EPOCH 11 - PROGRESS: at 7.18% examples, 729124 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:16,953 : INFO : EPOCH 11 - PROGRESS: at 7.52% examples, 729613 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:17,953 : INFO : EPOCH 11 - PROGRESS: at 7.88% examples, 729768 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:18,964 : INFO : EPOCH 11 - PROGRESS: at 8.22% examples, 730016 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:12:19,967 : INFO : EPOCH 11 - PROGRESS: at 8.56% examples, 729973 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:20,974 : INFO : EPOCH 11 - PROGRESS: at 8.88% examples, 730112 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:21,984 : INFO : EPOCH 11 - PROGRESS: at 9.23% examples, 730267 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:22,984 : INFO : EPOCH 11 - PROGRESS: at 9.57% examples, 730267 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:23,986 : INFO : EPOCH 11 - PROGRESS: at 9.92% examples, 730530 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:24,988 : INFO : EPOCH 11 - PROGRESS: at 10.28% examples, 730488 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:25,992 : INFO : EPOCH 11 - PROGRESS: at 10.61% examples, 730558 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:26,999 : INFO : EPOCH 11 - PROGRESS: at 10.97% examples, 730580 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:28,000 : INFO : EPOCH 11 - PROGRESS: at 11.32% examples, 730678 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:29,001 : INFO : EPOCH 11 - PROGRESS: at 11.69% examples, 730505 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:30,008 : INFO : EPOCH 11 - PROGRESS: at 12.06% examples, 730188 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:31,016 : INFO : EPOCH 11 - PROGRESS: at 12.43% examples, 730029 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:32,025 : INFO : EPOCH 11 - PROGRESS: at 12.78% examples, 730280 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:33,030 : INFO : EPOCH 11 - PROGRESS: at 13.14% examples, 730451 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:34,033 : INFO : EPOCH 11 - PROGRESS: at 13.51% examples, 730684 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:35,055 : INFO : EPOCH 11 - PROGRESS: at 13.87% examples, 730655 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:36,075 : INFO : EPOCH 11 - PROGRESS: at 14.24% examples, 730666 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:37,079 : INFO : EPOCH 11 - PROGRESS: at 14.61% examples, 730760 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:38,084 : INFO : EPOCH 11 - PROGRESS: at 14.96% examples, 730815 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:12:39,085 : INFO : EPOCH 11 - PROGRESS: at 15.29% examples, 730552 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:40,085 : INFO : EPOCH 11 - PROGRESS: at 15.63% examples, 730906 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:41,092 : INFO : EPOCH 11 - PROGRESS: at 15.99% examples, 730712 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:42,101 : INFO : EPOCH 11 - PROGRESS: at 16.35% examples, 730944 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:43,109 : INFO : EPOCH 11 - PROGRESS: at 16.71% examples, 730563 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:44,123 : INFO : EPOCH 11 - PROGRESS: at 17.07% examples, 730469 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:45,129 : INFO : EPOCH 11 - PROGRESS: at 17.44% examples, 730621 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:46,141 : INFO : EPOCH 11 - PROGRESS: at 17.80% examples, 730533 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:47,155 : INFO : EPOCH 11 - PROGRESS: at 18.14% examples, 730574 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:48,158 : INFO : EPOCH 11 - PROGRESS: at 18.50% examples, 730519 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:49,163 : INFO : EPOCH 11 - PROGRESS: at 18.86% examples, 730509 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:50,167 : INFO : EPOCH 11 - PROGRESS: at 19.21% examples, 730498 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:12:51,173 : INFO : EPOCH 11 - PROGRESS: at 19.56% examples, 730350 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:52,181 : INFO : EPOCH 11 - PROGRESS: at 19.92% examples, 730358 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:12:53,203 : INFO : EPOCH 11 - PROGRESS: at 20.25% examples, 730609 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:54,208 : INFO : EPOCH 11 - PROGRESS: at 20.61% examples, 730666 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:55,224 : INFO : EPOCH 11 - PROGRESS: at 20.99% examples, 730470 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:12:56,237 : INFO : EPOCH 11 - PROGRESS: at 21.32% examples, 730531 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:57,242 : INFO : EPOCH 11 - PROGRESS: at 21.68% examples, 730634 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:58,249 : INFO : EPOCH 11 - PROGRESS: at 22.02% examples, 730627 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:12:59,274 : INFO : EPOCH 11 - PROGRESS: at 22.40% examples, 730405 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:00,278 : INFO : EPOCH 11 - PROGRESS: at 22.73% examples, 730541 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:01,282 : INFO : EPOCH 11 - PROGRESS: at 23.08% examples, 730532 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:13:02,293 : INFO : EPOCH 11 - PROGRESS: at 23.45% examples, 730390 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:03,298 : INFO : EPOCH 11 - PROGRESS: at 23.82% examples, 730481 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:04,301 : INFO : EPOCH 11 - PROGRESS: at 24.15% examples, 730667 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:05,301 : INFO : EPOCH 11 - PROGRESS: at 24.49% examples, 730811 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:06,306 : INFO : EPOCH 11 - PROGRESS: at 24.84% examples, 730892 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:07,308 : INFO : EPOCH 11 - PROGRESS: at 25.20% examples, 730945 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:08,322 : INFO : EPOCH 11 - PROGRESS: at 25.56% examples, 730841 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:09,332 : INFO : EPOCH 11 - PROGRESS: at 25.94% examples, 730666 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:10,339 : INFO : EPOCH 11 - PROGRESS: at 26.32% examples, 730648 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:11,345 : INFO : EPOCH 11 - PROGRESS: at 26.67% examples, 730691 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:12,346 : INFO : EPOCH 11 - PROGRESS: at 27.03% examples, 730851 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:13,349 : INFO : EPOCH 11 - PROGRESS: at 27.37% examples, 730921 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:13:14,354 : INFO : EPOCH 11 - PROGRESS: at 27.72% examples, 731033 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:15,367 : INFO : EPOCH 11 - PROGRESS: at 28.08% examples, 730944 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:16,367 : INFO : EPOCH 11 - PROGRESS: at 28.45% examples, 731050 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:17,370 : INFO : EPOCH 11 - PROGRESS: at 28.82% examples, 730969 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:18,389 : INFO : EPOCH 11 - PROGRESS: at 29.15% examples, 730946 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:19,400 : INFO : EPOCH 11 - PROGRESS: at 29.49% examples, 731046 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:13:20,410 : INFO : EPOCH 11 - PROGRESS: at 29.85% examples, 731137 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:13:21,413 : INFO : EPOCH 11 - PROGRESS: at 30.19% examples, 731059 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:13:22,417 : INFO : EPOCH 11 - PROGRESS: at 30.53% examples, 731311 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:13:23,417 : INFO : EPOCH 11 - PROGRESS: at 30.90% examples, 731269 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:24,417 : INFO : EPOCH 11 - PROGRESS: at 31.29% examples, 731200 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:25,424 : INFO : EPOCH 11 - PROGRESS: at 31.63% examples, 731271 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:26,430 : INFO : EPOCH 11 - PROGRESS: at 31.99% examples, 731241 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:27,436 : INFO : EPOCH 11 - PROGRESS: at 32.35% examples, 731186 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:28,445 : INFO : EPOCH 11 - PROGRESS: at 32.69% examples, 731183 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:29,457 : INFO : EPOCH 11 - PROGRESS: at 33.05% examples, 731146 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:30,457 : INFO : EPOCH 11 - PROGRESS: at 33.40% examples, 731182 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:31,465 : INFO : EPOCH 11 - PROGRESS: at 33.76% examples, 731225 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:32,470 : INFO : EPOCH 11 - PROGRESS: at 34.10% examples, 731202 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:33,477 : INFO : EPOCH 11 - PROGRESS: at 34.43% examples, 731378 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:34,489 : INFO : EPOCH 11 - PROGRESS: at 34.81% examples, 731355 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:35,489 : INFO : EPOCH 11 - PROGRESS: at 35.15% examples, 731391 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:36,490 : INFO : EPOCH 11 - PROGRESS: at 35.49% examples, 731370 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:37,500 : INFO : EPOCH 11 - PROGRESS: at 35.84% examples, 731289 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:38,513 : INFO : EPOCH 11 - PROGRESS: at 36.21% examples, 731264 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:39,514 : INFO : EPOCH 11 - PROGRESS: at 36.53% examples, 731395 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:40,517 : INFO : EPOCH 11 - PROGRESS: at 36.87% examples, 731429 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:41,526 : INFO : EPOCH 11 - PROGRESS: at 37.21% examples, 731462 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:42,528 : INFO : EPOCH 11 - PROGRESS: at 37.56% examples, 731520 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:43,536 : INFO : EPOCH 11 - PROGRESS: at 37.93% examples, 731405 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:44,562 : INFO : EPOCH 11 - PROGRESS: at 38.29% examples, 731421 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:45,566 : INFO : EPOCH 11 - PROGRESS: at 38.66% examples, 731414 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:46,578 : INFO : EPOCH 11 - PROGRESS: at 39.03% examples, 731382 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:47,593 : INFO : EPOCH 11 - PROGRESS: at 39.38% examples, 731428 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:48,602 : INFO : EPOCH 11 - PROGRESS: at 39.75% examples, 731383 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:49,617 : INFO : EPOCH 11 - PROGRESS: at 40.08% examples, 731300 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:50,641 : INFO : EPOCH 11 - PROGRESS: at 40.45% examples, 731370 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:51,648 : INFO : EPOCH 11 - PROGRESS: at 40.80% examples, 731408 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:52,662 : INFO : EPOCH 11 - PROGRESS: at 41.15% examples, 731385 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:53,687 : INFO : EPOCH 11 - PROGRESS: at 41.52% examples, 731310 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:13:54,710 : INFO : EPOCH 11 - PROGRESS: at 41.89% examples, 731353 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:55,735 : INFO : EPOCH 11 - PROGRESS: at 42.25% examples, 731305 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:56,757 : INFO : EPOCH 11 - PROGRESS: at 42.61% examples, 731321 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:57,765 : INFO : EPOCH 11 - PROGRESS: at 42.95% examples, 731469 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:58,776 : INFO : EPOCH 11 - PROGRESS: at 43.32% examples, 731383 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:13:59,782 : INFO : EPOCH 11 - PROGRESS: at 43.67% examples, 731327 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:00,791 : INFO : EPOCH 11 - PROGRESS: at 44.04% examples, 731247 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:01,795 : INFO : EPOCH 11 - PROGRESS: at 44.40% examples, 731177 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:02,798 : INFO : EPOCH 11 - PROGRESS: at 44.78% examples, 731205 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:03,802 : INFO : EPOCH 11 - PROGRESS: at 45.13% examples, 731147 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:04,807 : INFO : EPOCH 11 - PROGRESS: at 45.49% examples, 731133 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:05,807 : INFO : EPOCH 11 - PROGRESS: at 45.83% examples, 731119 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:06,825 : INFO : EPOCH 11 - PROGRESS: at 46.23% examples, 731041 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:07,826 : INFO : EPOCH 11 - PROGRESS: at 46.60% examples, 731106 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:08,830 : INFO : EPOCH 11 - PROGRESS: at 46.96% examples, 731087 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:09,857 : INFO : EPOCH 11 - PROGRESS: at 47.33% examples, 730982 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:14:10,860 : INFO : EPOCH 11 - PROGRESS: at 47.69% examples, 731007 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:11,872 : INFO : EPOCH 11 - PROGRESS: at 48.08% examples, 731014 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:12,880 : INFO : EPOCH 11 - PROGRESS: at 48.45% examples, 730995 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:13,880 : INFO : EPOCH 11 - PROGRESS: at 48.80% examples, 730946 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:14,896 : INFO : EPOCH 11 - PROGRESS: at 49.16% examples, 730992 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:15,901 : INFO : EPOCH 11 - PROGRESS: at 49.51% examples, 730988 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:16,934 : INFO : EPOCH 11 - PROGRESS: at 49.86% examples, 730973 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:17,941 : INFO : EPOCH 11 - PROGRESS: at 50.21% examples, 731056 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:18,941 : INFO : EPOCH 11 - PROGRESS: at 50.56% examples, 730997 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:14:19,945 : INFO : EPOCH 11 - PROGRESS: at 50.90% examples, 730717 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:20,947 : INFO : EPOCH 11 - PROGRESS: at 51.23% examples, 730568 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:21,948 : INFO : EPOCH 11 - PROGRESS: at 51.59% examples, 730337 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:22,958 : INFO : EPOCH 11 - PROGRESS: at 51.88% examples, 729632 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:23,958 : INFO : EPOCH 11 - PROGRESS: at 52.19% examples, 728925 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:24,966 : INFO : EPOCH 11 - PROGRESS: at 52.59% examples, 728932 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:25,981 : INFO : EPOCH 11 - PROGRESS: at 52.93% examples, 728968 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:14:26,988 : INFO : EPOCH 11 - PROGRESS: at 53.27% examples, 728995 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:27,988 : INFO : EPOCH 11 - PROGRESS: at 53.61% examples, 729044 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:29,004 : INFO : EPOCH 11 - PROGRESS: at 53.95% examples, 729021 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:30,006 : INFO : EPOCH 11 - PROGRESS: at 54.28% examples, 729081 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:31,015 : INFO : EPOCH 11 - PROGRESS: at 54.66% examples, 729009 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:32,023 : INFO : EPOCH 11 - PROGRESS: at 55.01% examples, 729084 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:33,037 : INFO : EPOCH 11 - PROGRESS: at 55.33% examples, 729185 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:34,045 : INFO : EPOCH 11 - PROGRESS: at 55.67% examples, 729189 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:35,055 : INFO : EPOCH 11 - PROGRESS: at 56.00% examples, 729169 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:36,067 : INFO : EPOCH 11 - PROGRESS: at 56.35% examples, 729253 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:14:37,077 : INFO : EPOCH 11 - PROGRESS: at 56.70% examples, 729259 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:38,077 : INFO : EPOCH 11 - PROGRESS: at 57.07% examples, 729251 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:39,098 : INFO : EPOCH 11 - PROGRESS: at 57.40% examples, 729265 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:40,107 : INFO : EPOCH 11 - PROGRESS: at 57.78% examples, 729279 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:41,121 : INFO : EPOCH 11 - PROGRESS: at 58.13% examples, 729304 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:42,123 : INFO : EPOCH 11 - PROGRESS: at 58.48% examples, 729381 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:43,125 : INFO : EPOCH 11 - PROGRESS: at 58.82% examples, 729450 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:44,125 : INFO : EPOCH 11 - PROGRESS: at 59.20% examples, 729407 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:45,130 : INFO : EPOCH 11 - PROGRESS: at 59.56% examples, 729409 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:46,143 : INFO : EPOCH 11 - PROGRESS: at 59.91% examples, 729418 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:47,143 : INFO : EPOCH 11 - PROGRESS: at 60.24% examples, 729463 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:48,144 : INFO : EPOCH 11 - PROGRESS: at 60.61% examples, 729449 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:49,147 : INFO : EPOCH 11 - PROGRESS: at 60.96% examples, 729447 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:50,155 : INFO : EPOCH 11 - PROGRESS: at 61.34% examples, 729454 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:51,158 : INFO : EPOCH 11 - PROGRESS: at 61.70% examples, 729443 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:52,176 : INFO : EPOCH 11 - PROGRESS: at 62.06% examples, 729383 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:53,177 : INFO : EPOCH 11 - PROGRESS: at 62.43% examples, 729492 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:54,193 : INFO : EPOCH 11 - PROGRESS: at 62.78% examples, 729483 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:55,195 : INFO : EPOCH 11 - PROGRESS: at 63.15% examples, 729514 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:56,202 : INFO : EPOCH 11 - PROGRESS: at 63.54% examples, 729456 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:14:57,202 : INFO : EPOCH 11 - PROGRESS: at 63.87% examples, 729542 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:58,203 : INFO : EPOCH 11 - PROGRESS: at 64.23% examples, 729587 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:14:59,203 : INFO : EPOCH 11 - PROGRESS: at 64.58% examples, 729623 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:00,217 : INFO : EPOCH 11 - PROGRESS: at 64.93% examples, 729608 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:01,235 : INFO : EPOCH 11 - PROGRESS: at 65.30% examples, 729561 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:02,238 : INFO : EPOCH 11 - PROGRESS: at 65.65% examples, 729586 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:03,249 : INFO : EPOCH 11 - PROGRESS: at 66.01% examples, 729569 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:04,253 : INFO : EPOCH 11 - PROGRESS: at 66.39% examples, 729612 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:05,260 : INFO : EPOCH 11 - PROGRESS: at 66.74% examples, 729583 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:06,263 : INFO : EPOCH 11 - PROGRESS: at 67.11% examples, 729622 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:07,269 : INFO : EPOCH 11 - PROGRESS: at 67.46% examples, 729672 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:08,270 : INFO : EPOCH 11 - PROGRESS: at 67.80% examples, 729712 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:09,272 : INFO : EPOCH 11 - PROGRESS: at 68.15% examples, 729670 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:10,284 : INFO : EPOCH 11 - PROGRESS: at 68.51% examples, 729714 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:11,292 : INFO : EPOCH 11 - PROGRESS: at 68.86% examples, 729736 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:12,295 : INFO : EPOCH 11 - PROGRESS: at 69.20% examples, 729753 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:13,295 : INFO : EPOCH 11 - PROGRESS: at 69.54% examples, 729824 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:14,298 : INFO : EPOCH 11 - PROGRESS: at 69.92% examples, 729815 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:15,314 : INFO : EPOCH 11 - PROGRESS: at 70.27% examples, 729807 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:16,324 : INFO : EPOCH 11 - PROGRESS: at 70.63% examples, 729870 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:17,328 : INFO : EPOCH 11 - PROGRESS: at 70.98% examples, 729912 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:18,339 : INFO : EPOCH 11 - PROGRESS: at 71.33% examples, 729942 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:19,347 : INFO : EPOCH 11 - PROGRESS: at 71.69% examples, 729952 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:20,349 : INFO : EPOCH 11 - PROGRESS: at 72.07% examples, 729972 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:21,354 : INFO : EPOCH 11 - PROGRESS: at 72.45% examples, 729916 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:22,356 : INFO : EPOCH 11 - PROGRESS: at 72.81% examples, 729889 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:23,363 : INFO : EPOCH 11 - PROGRESS: at 73.15% examples, 729893 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:15:24,379 : INFO : EPOCH 11 - PROGRESS: at 73.53% examples, 729935 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:25,385 : INFO : EPOCH 11 - PROGRESS: at 73.85% examples, 729960 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:26,386 : INFO : EPOCH 11 - PROGRESS: at 74.18% examples, 729990 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:27,397 : INFO : EPOCH 11 - PROGRESS: at 74.54% examples, 730025 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:28,397 : INFO : EPOCH 11 - PROGRESS: at 74.89% examples, 730080 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:29,397 : INFO : EPOCH 11 - PROGRESS: at 75.24% examples, 730069 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:30,401 : INFO : EPOCH 11 - PROGRESS: at 75.59% examples, 730120 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:31,402 : INFO : EPOCH 11 - PROGRESS: at 75.92% examples, 730139 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:32,410 : INFO : EPOCH 11 - PROGRESS: at 76.28% examples, 730111 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:33,425 : INFO : EPOCH 11 - PROGRESS: at 76.63% examples, 730128 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:34,426 : INFO : EPOCH 11 - PROGRESS: at 77.00% examples, 730128 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:35,429 : INFO : EPOCH 11 - PROGRESS: at 77.34% examples, 730169 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:36,433 : INFO : EPOCH 11 - PROGRESS: at 77.68% examples, 730139 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:15:37,434 : INFO : EPOCH 11 - PROGRESS: at 78.04% examples, 730133 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:38,436 : INFO : EPOCH 11 - PROGRESS: at 78.40% examples, 730138 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:39,448 : INFO : EPOCH 11 - PROGRESS: at 78.74% examples, 730114 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:15:40,451 : INFO : EPOCH 11 - PROGRESS: at 79.08% examples, 730157 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:41,453 : INFO : EPOCH 11 - PROGRESS: at 79.41% examples, 730174 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:42,461 : INFO : EPOCH 11 - PROGRESS: at 79.78% examples, 730201 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:15:43,468 : INFO : EPOCH 11 - PROGRESS: at 80.14% examples, 730211 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:44,482 : INFO : EPOCH 11 - PROGRESS: at 80.48% examples, 730214 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:45,508 : INFO : EPOCH 11 - PROGRESS: at 80.84% examples, 730242 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:46,516 : INFO : EPOCH 11 - PROGRESS: at 81.18% examples, 730261 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:47,522 : INFO : EPOCH 11 - PROGRESS: at 81.55% examples, 730216 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:48,532 : INFO : EPOCH 11 - PROGRESS: at 81.93% examples, 730198 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:49,541 : INFO : EPOCH 11 - PROGRESS: at 82.26% examples, 730248 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:50,553 : INFO : EPOCH 11 - PROGRESS: at 82.63% examples, 730214 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:51,564 : INFO : EPOCH 11 - PROGRESS: at 82.99% examples, 730266 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:52,579 : INFO : EPOCH 11 - PROGRESS: at 83.34% examples, 730280 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:53,603 : INFO : EPOCH 11 - PROGRESS: at 83.72% examples, 730266 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:54,609 : INFO : EPOCH 11 - PROGRESS: at 84.07% examples, 730297 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:55,612 : INFO : EPOCH 11 - PROGRESS: at 84.39% examples, 730269 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:56,621 : INFO : EPOCH 11 - PROGRESS: at 84.76% examples, 730278 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:57,627 : INFO : EPOCH 11 - PROGRESS: at 85.10% examples, 730293 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:58,634 : INFO : EPOCH 11 - PROGRESS: at 85.44% examples, 730280 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:15:59,649 : INFO : EPOCH 11 - PROGRESS: at 85.80% examples, 730285 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:00,661 : INFO : EPOCH 11 - PROGRESS: at 86.15% examples, 730307 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:01,673 : INFO : EPOCH 11 - PROGRESS: at 86.49% examples, 730310 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:16:02,679 : INFO : EPOCH 11 - PROGRESS: at 86.84% examples, 730331 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:03,696 : INFO : EPOCH 11 - PROGRESS: at 87.18% examples, 730307 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:04,700 : INFO : EPOCH 11 - PROGRESS: at 87.53% examples, 730366 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:05,701 : INFO : EPOCH 11 - PROGRESS: at 87.89% examples, 730364 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:16:06,704 : INFO : EPOCH 11 - PROGRESS: at 88.23% examples, 730386 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:07,711 : INFO : EPOCH 11 - PROGRESS: at 88.61% examples, 730337 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:08,714 : INFO : EPOCH 11 - PROGRESS: at 88.95% examples, 730335 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:09,717 : INFO : EPOCH 11 - PROGRESS: at 89.29% examples, 730363 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:10,718 : INFO : EPOCH 11 - PROGRESS: at 89.64% examples, 730340 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:11,725 : INFO : EPOCH 11 - PROGRESS: at 90.00% examples, 730305 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:12,730 : INFO : EPOCH 11 - PROGRESS: at 90.36% examples, 730342 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:13,737 : INFO : EPOCH 11 - PROGRESS: at 90.70% examples, 730314 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:14,742 : INFO : EPOCH 11 - PROGRESS: at 91.04% examples, 730353 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:15,750 : INFO : EPOCH 11 - PROGRESS: at 91.39% examples, 730375 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:16,750 : INFO : EPOCH 11 - PROGRESS: at 91.75% examples, 730381 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:17,755 : INFO : EPOCH 11 - PROGRESS: at 92.11% examples, 730370 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:18,757 : INFO : EPOCH 11 - PROGRESS: at 92.46% examples, 730380 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:19,767 : INFO : EPOCH 11 - PROGRESS: at 92.81% examples, 730346 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:20,778 : INFO : EPOCH 11 - PROGRESS: at 93.14% examples, 730365 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:21,780 : INFO : EPOCH 11 - PROGRESS: at 93.49% examples, 730380 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:22,788 : INFO : EPOCH 11 - PROGRESS: at 93.85% examples, 730387 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:23,798 : INFO : EPOCH 11 - PROGRESS: at 94.22% examples, 730365 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:24,803 : INFO : EPOCH 11 - PROGRESS: at 94.57% examples, 730406 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:25,816 : INFO : EPOCH 11 - PROGRESS: at 94.92% examples, 730420 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:26,818 : INFO : EPOCH 11 - PROGRESS: at 95.28% examples, 730426 words/s, in_qsize 8, out_qsize 1
2020-07-24 13:16:27,843 : INFO : EPOCH 11 - PROGRESS: at 95.63% examples, 730419 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:28,845 : INFO : EPOCH 11 - PROGRESS: at 96.01% examples, 730415 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:29,847 : INFO : EPOCH 11 - PROGRESS: at 96.38% examples, 730391 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:16:30,851 : INFO : EPOCH 11 - PROGRESS: at 96.75% examples, 730401 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:31,857 : INFO : EPOCH 11 - PROGRESS: at 97.12% examples, 730426 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:32,858 : INFO : EPOCH 11 - PROGRESS: at 97.48% examples, 730417 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:33,865 : INFO : EPOCH 11 - PROGRESS: at 97.86% examples, 730440 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:34,869 : INFO : EPOCH 11 - PROGRESS: at 98.21% examples, 730441 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:35,878 : INFO : EPOCH 11 - PROGRESS: at 98.57% examples, 730444 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:36,883 : INFO : EPOCH 11 - PROGRESS: at 98.92% examples, 730457 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:16:37,887 : INFO : EPOCH 11 - PROGRESS: at 99.28% examples, 730459 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:38,892 : INFO : EPOCH 11 - PROGRESS: at 99.66% examples, 730450 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:39,764 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 13:16:39,770 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 13:16:39,778 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 13:16:39,786 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 13:16:39,787 : INFO : EPOCH - 11 : training on 266972912 raw words (207419402 effective words) took 284.0s, 730456 effective words/s
2020-07-24 13:16:40,792 : INFO : EPOCH 12 - PROGRESS: at 0.36% examples, 716215 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:41,792 : INFO : EPOCH 12 - PROGRESS: at 0.69% examples, 721077 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:42,802 : INFO : EPOCH 12 - PROGRESS: at 1.05% examples, 726627 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:43,805 : INFO : EPOCH 12 - PROGRESS: at 1.42% examples, 725771 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:44,805 : INFO : EPOCH 12 - PROGRESS: at 1.78% examples, 727173 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:45,810 : INFO : EPOCH 12 - PROGRESS: at 2.14% examples, 726027 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:46,812 : INFO : EPOCH 12 - PROGRESS: at 2.51% examples, 726373 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:47,819 : INFO : EPOCH 12 - PROGRESS: at 2.88% examples, 726944 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:48,824 : INFO : EPOCH 12 - PROGRESS: at 3.24% examples, 728891 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:49,832 : INFO : EPOCH 12 - PROGRESS: at 3.58% examples, 729349 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:50,832 : INFO : EPOCH 12 - PROGRESS: at 3.93% examples, 729139 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:16:51,849 : INFO : EPOCH 12 - PROGRESS: at 4.32% examples, 728690 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:52,852 : INFO : EPOCH 12 - PROGRESS: at 4.70% examples, 728886 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:53,860 : INFO : EPOCH 12 - PROGRESS: at 5.06% examples, 728974 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:54,882 : INFO : EPOCH 12 - PROGRESS: at 5.41% examples, 729421 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:55,890 : INFO : EPOCH 12 - PROGRESS: at 5.75% examples, 729704 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:56,901 : INFO : EPOCH 12 - PROGRESS: at 6.10% examples, 730071 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:57,909 : INFO : EPOCH 12 - PROGRESS: at 6.48% examples, 729800 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:58,918 : INFO : EPOCH 12 - PROGRESS: at 6.83% examples, 728758 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:16:59,925 : INFO : EPOCH 12 - PROGRESS: at 7.17% examples, 727023 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:00,931 : INFO : EPOCH 12 - PROGRESS: at 7.50% examples, 725150 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:17:01,932 : INFO : EPOCH 12 - PROGRESS: at 7.82% examples, 724278 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:02,934 : INFO : EPOCH 12 - PROGRESS: at 8.12% examples, 720414 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:03,934 : INFO : EPOCH 12 - PROGRESS: at 8.41% examples, 716304 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:04,946 : INFO : EPOCH 12 - PROGRESS: at 8.75% examples, 717461 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:05,948 : INFO : EPOCH 12 - PROGRESS: at 9.08% examples, 718445 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:06,948 : INFO : EPOCH 12 - PROGRESS: at 9.43% examples, 718655 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:07,956 : INFO : EPOCH 12 - PROGRESS: at 9.76% examples, 719136 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:08,957 : INFO : EPOCH 12 - PROGRESS: at 10.13% examples, 719774 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:09,958 : INFO : EPOCH 12 - PROGRESS: at 10.47% examples, 720233 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:17:10,969 : INFO : EPOCH 12 - PROGRESS: at 10.82% examples, 720889 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:11,974 : INFO : EPOCH 12 - PROGRESS: at 11.18% examples, 721297 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:12,982 : INFO : EPOCH 12 - PROGRESS: at 11.55% examples, 721247 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:13,995 : INFO : EPOCH 12 - PROGRESS: at 11.92% examples, 721799 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:14,995 : INFO : EPOCH 12 - PROGRESS: at 12.30% examples, 721774 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:16,000 : INFO : EPOCH 12 - PROGRESS: at 12.65% examples, 722063 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:17,007 : INFO : EPOCH 12 - PROGRESS: at 12.99% examples, 722387 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:17:18,022 : INFO : EPOCH 12 - PROGRESS: at 13.36% examples, 722554 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:17:19,024 : INFO : EPOCH 12 - PROGRESS: at 13.72% examples, 723293 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:20,024 : INFO : EPOCH 12 - PROGRESS: at 14.08% examples, 723339 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:21,028 : INFO : EPOCH 12 - PROGRESS: at 14.45% examples, 723200 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:22,032 : INFO : EPOCH 12 - PROGRESS: at 14.79% examples, 723598 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:23,034 : INFO : EPOCH 12 - PROGRESS: at 15.15% examples, 723956 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:24,038 : INFO : EPOCH 12 - PROGRESS: at 15.50% examples, 724224 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:25,050 : INFO : EPOCH 12 - PROGRESS: at 15.86% examples, 724343 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:26,050 : INFO : EPOCH 12 - PROGRESS: at 16.21% examples, 724535 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:27,053 : INFO : EPOCH 12 - PROGRESS: at 16.57% examples, 724666 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:28,054 : INFO : EPOCH 12 - PROGRESS: at 16.94% examples, 724702 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:29,066 : INFO : EPOCH 12 - PROGRESS: at 17.30% examples, 724847 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:30,067 : INFO : EPOCH 12 - PROGRESS: at 17.64% examples, 724887 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:31,078 : INFO : EPOCH 12 - PROGRESS: at 18.00% examples, 724984 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:32,085 : INFO : EPOCH 12 - PROGRESS: at 18.35% examples, 725381 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:33,092 : INFO : EPOCH 12 - PROGRESS: at 18.70% examples, 725180 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:34,094 : INFO : EPOCH 12 - PROGRESS: at 19.06% examples, 725478 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:35,096 : INFO : EPOCH 12 - PROGRESS: at 19.42% examples, 725513 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:36,113 : INFO : EPOCH 12 - PROGRESS: at 19.77% examples, 725289 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:17:37,120 : INFO : EPOCH 12 - PROGRESS: at 20.11% examples, 725703 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:38,125 : INFO : EPOCH 12 - PROGRESS: at 20.47% examples, 725849 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:39,127 : INFO : EPOCH 12 - PROGRESS: at 20.83% examples, 725869 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:40,132 : INFO : EPOCH 12 - PROGRESS: at 21.18% examples, 725884 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:41,135 : INFO : EPOCH 12 - PROGRESS: at 21.52% examples, 726079 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:42,136 : INFO : EPOCH 12 - PROGRESS: at 21.87% examples, 726191 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:43,137 : INFO : EPOCH 12 - PROGRESS: at 22.24% examples, 726264 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:44,138 : INFO : EPOCH 12 - PROGRESS: at 22.58% examples, 726503 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:45,142 : INFO : EPOCH 12 - PROGRESS: at 22.92% examples, 726590 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:17:46,149 : INFO : EPOCH 12 - PROGRESS: at 23.29% examples, 726585 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:47,156 : INFO : EPOCH 12 - PROGRESS: at 23.66% examples, 726517 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:48,157 : INFO : EPOCH 12 - PROGRESS: at 23.98% examples, 726899 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:49,166 : INFO : EPOCH 12 - PROGRESS: at 24.33% examples, 726911 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:50,172 : INFO : EPOCH 12 - PROGRESS: at 24.67% examples, 727181 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:51,174 : INFO : EPOCH 12 - PROGRESS: at 25.04% examples, 727242 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:52,176 : INFO : EPOCH 12 - PROGRESS: at 25.41% examples, 727271 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:17:53,190 : INFO : EPOCH 12 - PROGRESS: at 25.77% examples, 727473 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:54,199 : INFO : EPOCH 12 - PROGRESS: at 26.16% examples, 727401 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:55,205 : INFO : EPOCH 12 - PROGRESS: at 26.52% examples, 727387 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:56,208 : INFO : EPOCH 12 - PROGRESS: at 26.87% examples, 727505 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:57,218 : INFO : EPOCH 12 - PROGRESS: at 27.23% examples, 727625 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:17:58,221 : INFO : EPOCH 12 - PROGRESS: at 27.57% examples, 727888 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:17:59,225 : INFO : EPOCH 12 - PROGRESS: at 27.92% examples, 727892 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:00,234 : INFO : EPOCH 12 - PROGRESS: at 28.30% examples, 727842 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:01,237 : INFO : EPOCH 12 - PROGRESS: at 28.66% examples, 727758 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:02,242 : INFO : EPOCH 12 - PROGRESS: at 29.01% examples, 727909 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:03,255 : INFO : EPOCH 12 - PROGRESS: at 29.34% examples, 727912 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:18:04,256 : INFO : EPOCH 12 - PROGRESS: at 29.70% examples, 728082 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:05,261 : INFO : EPOCH 12 - PROGRESS: at 30.04% examples, 728180 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:06,274 : INFO : EPOCH 12 - PROGRESS: at 30.37% examples, 728163 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:07,281 : INFO : EPOCH 12 - PROGRESS: at 30.75% examples, 728238 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:08,296 : INFO : EPOCH 12 - PROGRESS: at 31.11% examples, 728311 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:09,299 : INFO : EPOCH 12 - PROGRESS: at 31.50% examples, 728415 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:10,302 : INFO : EPOCH 12 - PROGRESS: at 31.84% examples, 728484 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:11,314 : INFO : EPOCH 12 - PROGRESS: at 32.20% examples, 728453 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:12,324 : INFO : EPOCH 12 - PROGRESS: at 32.55% examples, 728490 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:13,330 : INFO : EPOCH 12 - PROGRESS: at 32.90% examples, 728515 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:14,339 : INFO : EPOCH 12 - PROGRESS: at 33.25% examples, 728663 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:18:15,340 : INFO : EPOCH 12 - PROGRESS: at 33.61% examples, 728664 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:16,349 : INFO : EPOCH 12 - PROGRESS: at 33.93% examples, 728719 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:17,350 : INFO : EPOCH 12 - PROGRESS: at 34.30% examples, 728781 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:18,360 : INFO : EPOCH 12 - PROGRESS: at 34.65% examples, 728765 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:19,374 : INFO : EPOCH 12 - PROGRESS: at 35.01% examples, 728891 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:20,395 : INFO : EPOCH 12 - PROGRESS: at 35.36% examples, 728869 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:21,397 : INFO : EPOCH 12 - PROGRESS: at 35.71% examples, 728954 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:22,400 : INFO : EPOCH 12 - PROGRESS: at 36.07% examples, 728956 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:23,402 : INFO : EPOCH 12 - PROGRESS: at 36.41% examples, 729107 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:24,410 : INFO : EPOCH 12 - PROGRESS: at 36.73% examples, 729186 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:25,428 : INFO : EPOCH 12 - PROGRESS: at 37.08% examples, 729214 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:26,438 : INFO : EPOCH 12 - PROGRESS: at 37.43% examples, 729260 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:27,441 : INFO : EPOCH 12 - PROGRESS: at 37.81% examples, 729334 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:28,455 : INFO : EPOCH 12 - PROGRESS: at 38.16% examples, 729449 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:29,459 : INFO : EPOCH 12 - PROGRESS: at 38.54% examples, 729530 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:30,463 : INFO : EPOCH 12 - PROGRESS: at 38.89% examples, 729500 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:31,470 : INFO : EPOCH 12 - PROGRESS: at 39.24% examples, 729606 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:32,483 : INFO : EPOCH 12 - PROGRESS: at 39.61% examples, 729562 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:18:33,489 : INFO : EPOCH 12 - PROGRESS: at 39.96% examples, 729635 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:34,494 : INFO : EPOCH 12 - PROGRESS: at 40.33% examples, 729588 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:35,503 : INFO : EPOCH 12 - PROGRESS: at 40.65% examples, 729646 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:36,514 : INFO : EPOCH 12 - PROGRESS: at 41.01% examples, 729745 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:37,515 : INFO : EPOCH 12 - PROGRESS: at 41.39% examples, 729790 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:38,529 : INFO : EPOCH 12 - PROGRESS: at 41.75% examples, 729752 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:39,530 : INFO : EPOCH 12 - PROGRESS: at 42.09% examples, 729810 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:40,537 : INFO : EPOCH 12 - PROGRESS: at 42.45% examples, 729782 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:41,539 : INFO : EPOCH 12 - PROGRESS: at 42.81% examples, 729728 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:42,544 : INFO : EPOCH 12 - PROGRESS: at 43.16% examples, 729737 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:43,551 : INFO : EPOCH 12 - PROGRESS: at 43.49% examples, 729726 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:44,557 : INFO : EPOCH 12 - PROGRESS: at 43.87% examples, 729672 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:45,561 : INFO : EPOCH 12 - PROGRESS: at 44.24% examples, 729692 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:46,568 : INFO : EPOCH 12 - PROGRESS: at 44.62% examples, 729661 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:47,568 : INFO : EPOCH 12 - PROGRESS: at 44.98% examples, 729722 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:48,583 : INFO : EPOCH 12 - PROGRESS: at 45.34% examples, 729694 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:49,591 : INFO : EPOCH 12 - PROGRESS: at 45.68% examples, 729729 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:50,595 : INFO : EPOCH 12 - PROGRESS: at 46.05% examples, 729694 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:51,617 : INFO : EPOCH 12 - PROGRESS: at 46.45% examples, 729629 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:52,627 : INFO : EPOCH 12 - PROGRESS: at 46.81% examples, 729640 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:53,636 : INFO : EPOCH 12 - PROGRESS: at 47.17% examples, 729659 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:54,642 : INFO : EPOCH 12 - PROGRESS: at 47.55% examples, 729567 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:55,653 : INFO : EPOCH 12 - PROGRESS: at 47.92% examples, 729582 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:56,664 : INFO : EPOCH 12 - PROGRESS: at 48.29% examples, 729683 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:57,679 : INFO : EPOCH 12 - PROGRESS: at 48.65% examples, 729684 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:18:58,680 : INFO : EPOCH 12 - PROGRESS: at 49.01% examples, 729666 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:18:59,682 : INFO : EPOCH 12 - PROGRESS: at 49.37% examples, 729783 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:00,693 : INFO : EPOCH 12 - PROGRESS: at 49.71% examples, 729760 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:01,700 : INFO : EPOCH 12 - PROGRESS: at 50.05% examples, 729800 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:02,710 : INFO : EPOCH 12 - PROGRESS: at 50.40% examples, 729880 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:03,717 : INFO : EPOCH 12 - PROGRESS: at 50.77% examples, 729894 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:04,718 : INFO : EPOCH 12 - PROGRESS: at 51.12% examples, 729925 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:05,737 : INFO : EPOCH 12 - PROGRESS: at 51.49% examples, 729816 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:19:06,750 : INFO : EPOCH 12 - PROGRESS: at 51.84% examples, 729839 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:07,759 : INFO : EPOCH 12 - PROGRESS: at 52.21% examples, 729892 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:08,762 : INFO : EPOCH 12 - PROGRESS: at 52.59% examples, 729829 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:09,770 : INFO : EPOCH 12 - PROGRESS: at 52.93% examples, 729841 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:10,774 : INFO : EPOCH 12 - PROGRESS: at 53.28% examples, 729879 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:11,774 : INFO : EPOCH 12 - PROGRESS: at 53.61% examples, 729923 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:12,775 : INFO : EPOCH 12 - PROGRESS: at 53.96% examples, 729969 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:13,776 : INFO : EPOCH 12 - PROGRESS: at 54.29% examples, 730022 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:14,779 : INFO : EPOCH 12 - PROGRESS: at 54.66% examples, 730024 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:15,780 : INFO : EPOCH 12 - PROGRESS: at 55.01% examples, 730080 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:16,795 : INFO : EPOCH 12 - PROGRESS: at 55.33% examples, 730124 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:17,796 : INFO : EPOCH 12 - PROGRESS: at 55.67% examples, 730159 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:18,798 : INFO : EPOCH 12 - PROGRESS: at 56.00% examples, 730217 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:19,805 : INFO : EPOCH 12 - PROGRESS: at 56.35% examples, 730313 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:20,806 : INFO : EPOCH 12 - PROGRESS: at 56.70% examples, 730351 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:21,809 : INFO : EPOCH 12 - PROGRESS: at 57.08% examples, 730319 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:22,815 : INFO : EPOCH 12 - PROGRESS: at 57.40% examples, 730350 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:23,816 : INFO : EPOCH 12 - PROGRESS: at 57.78% examples, 730394 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:24,819 : INFO : EPOCH 12 - PROGRESS: at 58.13% examples, 730436 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:25,833 : INFO : EPOCH 12 - PROGRESS: at 58.47% examples, 730388 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:26,835 : INFO : EPOCH 12 - PROGRESS: at 58.82% examples, 730406 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:27,838 : INFO : EPOCH 12 - PROGRESS: at 59.19% examples, 730386 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:19:28,851 : INFO : EPOCH 12 - PROGRESS: at 59.56% examples, 730399 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:29,860 : INFO : EPOCH 12 - PROGRESS: at 59.90% examples, 730467 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:30,865 : INFO : EPOCH 12 - PROGRESS: at 60.24% examples, 730485 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:31,874 : INFO : EPOCH 12 - PROGRESS: at 60.61% examples, 730462 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:32,876 : INFO : EPOCH 12 - PROGRESS: at 60.96% examples, 730473 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:33,879 : INFO : EPOCH 12 - PROGRESS: at 61.34% examples, 730451 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:34,884 : INFO : EPOCH 12 - PROGRESS: at 61.70% examples, 730519 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:35,887 : INFO : EPOCH 12 - PROGRESS: at 62.07% examples, 730462 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:19:36,894 : INFO : EPOCH 12 - PROGRESS: at 62.43% examples, 730457 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:37,896 : INFO : EPOCH 12 - PROGRESS: at 62.78% examples, 730500 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:19:38,898 : INFO : EPOCH 12 - PROGRESS: at 63.14% examples, 730481 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:39,900 : INFO : EPOCH 12 - PROGRESS: at 63.51% examples, 730224 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:40,907 : INFO : EPOCH 12 - PROGRESS: at 63.84% examples, 730114 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:41,931 : INFO : EPOCH 12 - PROGRESS: at 64.18% examples, 729929 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:42,940 : INFO : EPOCH 12 - PROGRESS: at 64.51% examples, 729590 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:43,945 : INFO : EPOCH 12 - PROGRESS: at 64.78% examples, 728847 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:44,951 : INFO : EPOCH 12 - PROGRESS: at 65.13% examples, 728770 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:19:45,962 : INFO : EPOCH 12 - PROGRESS: at 65.49% examples, 728767 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:46,979 : INFO : EPOCH 12 - PROGRESS: at 65.87% examples, 728779 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:47,981 : INFO : EPOCH 12 - PROGRESS: at 66.23% examples, 728845 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:48,984 : INFO : EPOCH 12 - PROGRESS: at 66.59% examples, 728844 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:49,991 : INFO : EPOCH 12 - PROGRESS: at 66.96% examples, 728873 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:51,004 : INFO : EPOCH 12 - PROGRESS: at 67.31% examples, 728864 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:52,004 : INFO : EPOCH 12 - PROGRESS: at 67.66% examples, 728964 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:53,007 : INFO : EPOCH 12 - PROGRESS: at 68.01% examples, 728913 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:54,009 : INFO : EPOCH 12 - PROGRESS: at 68.35% examples, 728915 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:55,012 : INFO : EPOCH 12 - PROGRESS: at 68.71% examples, 729016 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:56,036 : INFO : EPOCH 12 - PROGRESS: at 69.06% examples, 729025 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:57,038 : INFO : EPOCH 12 - PROGRESS: at 69.39% examples, 729098 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:58,047 : INFO : EPOCH 12 - PROGRESS: at 69.77% examples, 729071 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:19:59,050 : INFO : EPOCH 12 - PROGRESS: at 70.12% examples, 729073 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:00,051 : INFO : EPOCH 12 - PROGRESS: at 70.47% examples, 729100 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:01,062 : INFO : EPOCH 12 - PROGRESS: at 70.82% examples, 729128 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:02,068 : INFO : EPOCH 12 - PROGRESS: at 71.17% examples, 729141 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:03,070 : INFO : EPOCH 12 - PROGRESS: at 71.52% examples, 729136 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:20:04,071 : INFO : EPOCH 12 - PROGRESS: at 71.90% examples, 729109 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:05,075 : INFO : EPOCH 12 - PROGRESS: at 72.28% examples, 729109 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:06,087 : INFO : EPOCH 12 - PROGRESS: at 72.65% examples, 729146 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:07,092 : INFO : EPOCH 12 - PROGRESS: at 72.99% examples, 729172 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:08,113 : INFO : EPOCH 12 - PROGRESS: at 73.37% examples, 729147 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:09,120 : INFO : EPOCH 12 - PROGRESS: at 73.71% examples, 729172 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:10,131 : INFO : EPOCH 12 - PROGRESS: at 74.04% examples, 729226 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:11,137 : INFO : EPOCH 12 - PROGRESS: at 74.39% examples, 729256 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:12,141 : INFO : EPOCH 12 - PROGRESS: at 74.74% examples, 729247 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:13,149 : INFO : EPOCH 12 - PROGRESS: at 75.09% examples, 729302 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:14,151 : INFO : EPOCH 12 - PROGRESS: at 75.44% examples, 729335 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:15,161 : INFO : EPOCH 12 - PROGRESS: at 75.77% examples, 729403 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:16,166 : INFO : EPOCH 12 - PROGRESS: at 76.13% examples, 729390 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:17,167 : INFO : EPOCH 12 - PROGRESS: at 76.49% examples, 729399 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:18,171 : INFO : EPOCH 12 - PROGRESS: at 76.83% examples, 729403 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:19,182 : INFO : EPOCH 12 - PROGRESS: at 77.19% examples, 729374 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:20:20,189 : INFO : EPOCH 12 - PROGRESS: at 77.53% examples, 729393 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:20:21,192 : INFO : EPOCH 12 - PROGRESS: at 77.89% examples, 729470 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:22,193 : INFO : EPOCH 12 - PROGRESS: at 78.26% examples, 729468 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:20:23,194 : INFO : EPOCH 12 - PROGRESS: at 78.59% examples, 729386 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:20:24,194 : INFO : EPOCH 12 - PROGRESS: at 78.95% examples, 729370 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:25,201 : INFO : EPOCH 12 - PROGRESS: at 79.27% examples, 729462 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:26,214 : INFO : EPOCH 12 - PROGRESS: at 79.62% examples, 729488 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:27,221 : INFO : EPOCH 12 - PROGRESS: at 79.99% examples, 729534 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:28,227 : INFO : EPOCH 12 - PROGRESS: at 80.33% examples, 729536 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:29,234 : INFO : EPOCH 12 - PROGRESS: at 80.69% examples, 729570 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:30,235 : INFO : EPOCH 12 - PROGRESS: at 81.04% examples, 729616 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:31,235 : INFO : EPOCH 12 - PROGRESS: at 81.39% examples, 729595 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:20:32,240 : INFO : EPOCH 12 - PROGRESS: at 81.79% examples, 729572 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:33,242 : INFO : EPOCH 12 - PROGRESS: at 82.12% examples, 729619 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:34,247 : INFO : EPOCH 12 - PROGRESS: at 82.45% examples, 729609 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:35,253 : INFO : EPOCH 12 - PROGRESS: at 82.84% examples, 729630 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:36,253 : INFO : EPOCH 12 - PROGRESS: at 83.18% examples, 729689 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:20:37,263 : INFO : EPOCH 12 - PROGRESS: at 83.54% examples, 729736 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:38,284 : INFO : EPOCH 12 - PROGRESS: at 83.91% examples, 729696 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:39,296 : INFO : EPOCH 12 - PROGRESS: at 84.24% examples, 729708 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:40,299 : INFO : EPOCH 12 - PROGRESS: at 84.59% examples, 729683 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:41,305 : INFO : EPOCH 12 - PROGRESS: at 84.93% examples, 729746 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:42,312 : INFO : EPOCH 12 - PROGRESS: at 85.30% examples, 729695 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:43,323 : INFO : EPOCH 12 - PROGRESS: at 85.64% examples, 729758 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:44,329 : INFO : EPOCH 12 - PROGRESS: at 85.99% examples, 729773 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:45,330 : INFO : EPOCH 12 - PROGRESS: at 86.33% examples, 729803 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:46,340 : INFO : EPOCH 12 - PROGRESS: at 86.68% examples, 729817 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:47,351 : INFO : EPOCH 12 - PROGRESS: at 87.04% examples, 729853 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:20:48,368 : INFO : EPOCH 12 - PROGRESS: at 87.38% examples, 729833 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:20:49,378 : INFO : EPOCH 12 - PROGRESS: at 87.73% examples, 729870 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:50,396 : INFO : EPOCH 12 - PROGRESS: at 88.07% examples, 729895 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:20:51,412 : INFO : EPOCH 12 - PROGRESS: at 88.46% examples, 729917 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:52,413 : INFO : EPOCH 12 - PROGRESS: at 88.82% examples, 729940 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:53,414 : INFO : EPOCH 12 - PROGRESS: at 89.15% examples, 730012 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:54,428 : INFO : EPOCH 12 - PROGRESS: at 89.50% examples, 730006 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:55,438 : INFO : EPOCH 12 - PROGRESS: at 89.86% examples, 729992 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:56,447 : INFO : EPOCH 12 - PROGRESS: at 90.23% examples, 729977 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:57,459 : INFO : EPOCH 12 - PROGRESS: at 90.59% examples, 730006 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:58,470 : INFO : EPOCH 12 - PROGRESS: at 90.92% examples, 730004 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:20:59,481 : INFO : EPOCH 12 - PROGRESS: at 91.27% examples, 730002 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:00,490 : INFO : EPOCH 12 - PROGRESS: at 91.62% examples, 730001 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:01,510 : INFO : EPOCH 12 - PROGRESS: at 91.99% examples, 729976 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:02,514 : INFO : EPOCH 12 - PROGRESS: at 92.35% examples, 730002 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:03,516 : INFO : EPOCH 12 - PROGRESS: at 92.70% examples, 730005 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:04,525 : INFO : EPOCH 12 - PROGRESS: at 93.04% examples, 729981 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:05,538 : INFO : EPOCH 12 - PROGRESS: at 93.37% examples, 730013 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:06,545 : INFO : EPOCH 12 - PROGRESS: at 93.73% examples, 730035 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:07,550 : INFO : EPOCH 12 - PROGRESS: at 94.10% examples, 730001 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:08,552 : INFO : EPOCH 12 - PROGRESS: at 94.47% examples, 730034 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:21:09,566 : INFO : EPOCH 12 - PROGRESS: at 94.80% examples, 730052 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:10,566 : INFO : EPOCH 12 - PROGRESS: at 95.17% examples, 730101 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:21:11,572 : INFO : EPOCH 12 - PROGRESS: at 95.51% examples, 730106 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:12,577 : INFO : EPOCH 12 - PROGRESS: at 95.88% examples, 730102 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:13,593 : INFO : EPOCH 12 - PROGRESS: at 96.26% examples, 730118 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:14,596 : INFO : EPOCH 12 - PROGRESS: at 96.63% examples, 730117 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:15,597 : INFO : EPOCH 12 - PROGRESS: at 97.00% examples, 730127 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:16,599 : INFO : EPOCH 12 - PROGRESS: at 97.37% examples, 730078 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:17,604 : INFO : EPOCH 12 - PROGRESS: at 97.73% examples, 730084 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:18,616 : INFO : EPOCH 12 - PROGRESS: at 98.10% examples, 730085 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:19,619 : INFO : EPOCH 12 - PROGRESS: at 98.45% examples, 730091 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:20,622 : INFO : EPOCH 12 - PROGRESS: at 98.80% examples, 730145 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:21,628 : INFO : EPOCH 12 - PROGRESS: at 99.16% examples, 730164 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:22,628 : INFO : EPOCH 12 - PROGRESS: at 99.56% examples, 730191 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:23,634 : INFO : EPOCH 12 - PROGRESS: at 99.92% examples, 730157 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:23,834 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 13:21:23,837 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 13:21:23,844 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 13:21:23,845 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 13:21:23,845 : INFO : EPOCH - 12 : training on 266972912 raw words (207412603 effective words) took 284.1s, 730189 effective words/s
2020-07-24 13:21:24,854 : INFO : EPOCH 13 - PROGRESS: at 0.36% examples, 720344 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:25,855 : INFO : EPOCH 13 - PROGRESS: at 0.69% examples, 726521 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:26,858 : INFO : EPOCH 13 - PROGRESS: at 1.05% examples, 726615 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:21:27,858 : INFO : EPOCH 13 - PROGRESS: at 1.43% examples, 727352 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:28,865 : INFO : EPOCH 13 - PROGRESS: at 1.78% examples, 726481 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:29,889 : INFO : EPOCH 13 - PROGRESS: at 2.15% examples, 726700 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:30,901 : INFO : EPOCH 13 - PROGRESS: at 2.52% examples, 729236 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:31,910 : INFO : EPOCH 13 - PROGRESS: at 2.90% examples, 728270 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:32,916 : INFO : EPOCH 13 - PROGRESS: at 3.25% examples, 729588 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:21:33,927 : INFO : EPOCH 13 - PROGRESS: at 3.60% examples, 729620 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:34,928 : INFO : EPOCH 13 - PROGRESS: at 3.95% examples, 728600 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:35,947 : INFO : EPOCH 13 - PROGRESS: at 4.34% examples, 728578 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:36,966 : INFO : EPOCH 13 - PROGRESS: at 4.72% examples, 728402 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:37,969 : INFO : EPOCH 13 - PROGRESS: at 5.07% examples, 728511 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:38,984 : INFO : EPOCH 13 - PROGRESS: at 5.42% examples, 729662 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:39,985 : INFO : EPOCH 13 - PROGRESS: at 5.77% examples, 729874 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:40,988 : INFO : EPOCH 13 - PROGRESS: at 6.12% examples, 730104 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:42,019 : INFO : EPOCH 13 - PROGRESS: at 6.50% examples, 729312 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:43,020 : INFO : EPOCH 13 - PROGRESS: at 6.83% examples, 726834 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:44,021 : INFO : EPOCH 13 - PROGRESS: at 7.15% examples, 724066 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:45,037 : INFO : EPOCH 13 - PROGRESS: at 7.47% examples, 720717 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:46,066 : INFO : EPOCH 13 - PROGRESS: at 7.78% examples, 718416 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:47,068 : INFO : EPOCH 13 - PROGRESS: at 8.10% examples, 716613 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:48,082 : INFO : EPOCH 13 - PROGRESS: at 8.42% examples, 714265 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:49,091 : INFO : EPOCH 13 - PROGRESS: at 8.72% examples, 712695 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:21:50,092 : INFO : EPOCH 13 - PROGRESS: at 9.01% examples, 710642 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:21:51,106 : INFO : EPOCH 13 - PROGRESS: at 9.33% examples, 709032 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:52,120 : INFO : EPOCH 13 - PROGRESS: at 9.65% examples, 707507 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:53,121 : INFO : EPOCH 13 - PROGRESS: at 9.96% examples, 706086 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:54,130 : INFO : EPOCH 13 - PROGRESS: at 10.29% examples, 704422 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:55,151 : INFO : EPOCH 13 - PROGRESS: at 10.60% examples, 703048 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:21:56,164 : INFO : EPOCH 13 - PROGRESS: at 10.93% examples, 702038 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:21:57,184 : INFO : EPOCH 13 - PROGRESS: at 11.25% examples, 700909 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:58,185 : INFO : EPOCH 13 - PROGRESS: at 11.59% examples, 699894 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:21:59,197 : INFO : EPOCH 13 - PROGRESS: at 11.93% examples, 698649 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:00,202 : INFO : EPOCH 13 - PROGRESS: at 12.28% examples, 697615 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:01,205 : INFO : EPOCH 13 - PROGRESS: at 12.59% examples, 696830 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:02,208 : INFO : EPOCH 13 - PROGRESS: at 12.91% examples, 695926 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:03,214 : INFO : EPOCH 13 - PROGRESS: at 13.23% examples, 695221 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:04,218 : INFO : EPOCH 13 - PROGRESS: at 13.57% examples, 694892 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:05,226 : INFO : EPOCH 13 - PROGRESS: at 13.89% examples, 694070 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:22:06,228 : INFO : EPOCH 13 - PROGRESS: at 14.23% examples, 693022 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:07,228 : INFO : EPOCH 13 - PROGRESS: at 14.56% examples, 692436 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:08,232 : INFO : EPOCH 13 - PROGRESS: at 14.87% examples, 691697 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:09,249 : INFO : EPOCH 13 - PROGRESS: at 15.19% examples, 691108 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:10,251 : INFO : EPOCH 13 - PROGRESS: at 15.50% examples, 690621 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:22:11,251 : INFO : EPOCH 13 - PROGRESS: at 15.82% examples, 690118 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:12,262 : INFO : EPOCH 13 - PROGRESS: at 16.14% examples, 689398 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:13,266 : INFO : EPOCH 13 - PROGRESS: at 16.46% examples, 688948 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:22:14,271 : INFO : EPOCH 13 - PROGRESS: at 16.80% examples, 688495 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:15,272 : INFO : EPOCH 13 - PROGRESS: at 17.13% examples, 687956 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:16,276 : INFO : EPOCH 13 - PROGRESS: at 17.45% examples, 687545 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:17,277 : INFO : EPOCH 13 - PROGRESS: at 17.78% examples, 687139 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:18,279 : INFO : EPOCH 13 - PROGRESS: at 18.10% examples, 686965 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:19,304 : INFO : EPOCH 13 - PROGRESS: at 18.41% examples, 686058 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:20,318 : INFO : EPOCH 13 - PROGRESS: at 18.72% examples, 685065 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:21,326 : INFO : EPOCH 13 - PROGRESS: at 19.02% examples, 684144 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:22,356 : INFO : EPOCH 13 - PROGRESS: at 19.35% examples, 683127 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:23,362 : INFO : EPOCH 13 - PROGRESS: at 19.63% examples, 681417 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:24,372 : INFO : EPOCH 13 - PROGRESS: at 19.94% examples, 680712 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:25,376 : INFO : EPOCH 13 - PROGRESS: at 20.26% examples, 681662 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:26,384 : INFO : EPOCH 13 - PROGRESS: at 20.62% examples, 682362 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:27,394 : INFO : EPOCH 13 - PROGRESS: at 21.00% examples, 683138 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:28,398 : INFO : EPOCH 13 - PROGRESS: at 21.32% examples, 683926 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:29,408 : INFO : EPOCH 13 - PROGRESS: at 21.68% examples, 684639 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:30,420 : INFO : EPOCH 13 - PROGRESS: at 22.03% examples, 685304 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:31,424 : INFO : EPOCH 13 - PROGRESS: at 22.40% examples, 685972 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:32,429 : INFO : EPOCH 13 - PROGRESS: at 22.74% examples, 686714 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:22:33,432 : INFO : EPOCH 13 - PROGRESS: at 23.08% examples, 687289 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:34,435 : INFO : EPOCH 13 - PROGRESS: at 23.45% examples, 687745 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:35,436 : INFO : EPOCH 13 - PROGRESS: at 23.82% examples, 688457 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:36,440 : INFO : EPOCH 13 - PROGRESS: at 24.15% examples, 689210 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:37,444 : INFO : EPOCH 13 - PROGRESS: at 24.49% examples, 689779 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:38,445 : INFO : EPOCH 13 - PROGRESS: at 24.83% examples, 690424 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:39,448 : INFO : EPOCH 13 - PROGRESS: at 25.20% examples, 690912 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:40,449 : INFO : EPOCH 13 - PROGRESS: at 25.56% examples, 691552 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:41,475 : INFO : EPOCH 13 - PROGRESS: at 25.94% examples, 691868 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:42,480 : INFO : EPOCH 13 - PROGRESS: at 26.32% examples, 692348 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:43,483 : INFO : EPOCH 13 - PROGRESS: at 26.67% examples, 692898 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:44,483 : INFO : EPOCH 13 - PROGRESS: at 27.03% examples, 693478 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:45,497 : INFO : EPOCH 13 - PROGRESS: at 27.37% examples, 693963 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:46,497 : INFO : EPOCH 13 - PROGRESS: at 27.72% examples, 694476 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:47,513 : INFO : EPOCH 13 - PROGRESS: at 28.08% examples, 694897 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:48,538 : INFO : EPOCH 13 - PROGRESS: at 28.45% examples, 695277 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:49,544 : INFO : EPOCH 13 - PROGRESS: at 28.82% examples, 695738 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:50,548 : INFO : EPOCH 13 - PROGRESS: at 29.16% examples, 696344 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:51,548 : INFO : EPOCH 13 - PROGRESS: at 29.50% examples, 696717 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:52,561 : INFO : EPOCH 13 - PROGRESS: at 29.85% examples, 697094 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:53,562 : INFO : EPOCH 13 - PROGRESS: at 30.20% examples, 697582 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:54,571 : INFO : EPOCH 13 - PROGRESS: at 30.53% examples, 697983 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:55,577 : INFO : EPOCH 13 - PROGRESS: at 30.90% examples, 698257 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:56,593 : INFO : EPOCH 13 - PROGRESS: at 31.29% examples, 698510 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:57,598 : INFO : EPOCH 13 - PROGRESS: at 31.63% examples, 698916 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:58,602 : INFO : EPOCH 13 - PROGRESS: at 32.00% examples, 699269 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:22:59,609 : INFO : EPOCH 13 - PROGRESS: at 32.35% examples, 699556 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:00,609 : INFO : EPOCH 13 - PROGRESS: at 32.69% examples, 700012 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:01,618 : INFO : EPOCH 13 - PROGRESS: at 33.05% examples, 700316 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:02,633 : INFO : EPOCH 13 - PROGRESS: at 33.41% examples, 700608 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:03,655 : INFO : EPOCH 13 - PROGRESS: at 33.76% examples, 700814 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:04,666 : INFO : EPOCH 13 - PROGRESS: at 34.11% examples, 701175 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:05,676 : INFO : EPOCH 13 - PROGRESS: at 34.43% examples, 701421 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:06,694 : INFO : EPOCH 13 - PROGRESS: at 34.81% examples, 701653 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:07,711 : INFO : EPOCH 13 - PROGRESS: at 35.16% examples, 701930 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:08,718 : INFO : EPOCH 13 - PROGRESS: at 35.51% examples, 702224 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:09,727 : INFO : EPOCH 13 - PROGRESS: at 35.86% examples, 702529 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:10,731 : INFO : EPOCH 13 - PROGRESS: at 36.22% examples, 702900 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:11,743 : INFO : EPOCH 13 - PROGRESS: at 36.55% examples, 703145 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:23:12,747 : INFO : EPOCH 13 - PROGRESS: at 36.89% examples, 703525 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:13,750 : INFO : EPOCH 13 - PROGRESS: at 37.23% examples, 703841 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:14,761 : INFO : EPOCH 13 - PROGRESS: at 37.58% examples, 704065 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:15,768 : INFO : EPOCH 13 - PROGRESS: at 37.96% examples, 704334 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:16,772 : INFO : EPOCH 13 - PROGRESS: at 38.30% examples, 704546 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:23:17,782 : INFO : EPOCH 13 - PROGRESS: at 38.68% examples, 704748 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:18,788 : INFO : EPOCH 13 - PROGRESS: at 39.04% examples, 704993 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:19,799 : INFO : EPOCH 13 - PROGRESS: at 39.40% examples, 705297 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:20,799 : INFO : EPOCH 13 - PROGRESS: at 39.77% examples, 705539 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:21,802 : INFO : EPOCH 13 - PROGRESS: at 40.10% examples, 705718 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:22,809 : INFO : EPOCH 13 - PROGRESS: at 40.45% examples, 705879 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:23,823 : INFO : EPOCH 13 - PROGRESS: at 40.80% examples, 706093 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:24,844 : INFO : EPOCH 13 - PROGRESS: at 41.15% examples, 706362 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:25,865 : INFO : EPOCH 13 - PROGRESS: at 41.54% examples, 706619 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:26,871 : INFO : EPOCH 13 - PROGRESS: at 41.89% examples, 706783 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:27,887 : INFO : EPOCH 13 - PROGRESS: at 42.25% examples, 707017 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:28,908 : INFO : EPOCH 13 - PROGRESS: at 42.61% examples, 707198 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:23:29,919 : INFO : EPOCH 13 - PROGRESS: at 42.96% examples, 707554 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:30,925 : INFO : EPOCH 13 - PROGRESS: at 43.32% examples, 707677 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:31,929 : INFO : EPOCH 13 - PROGRESS: at 43.67% examples, 707810 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:32,941 : INFO : EPOCH 13 - PROGRESS: at 44.05% examples, 707975 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:33,944 : INFO : EPOCH 13 - PROGRESS: at 44.42% examples, 708204 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:34,948 : INFO : EPOCH 13 - PROGRESS: at 44.79% examples, 708388 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:35,952 : INFO : EPOCH 13 - PROGRESS: at 45.14% examples, 708499 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:36,965 : INFO : EPOCH 13 - PROGRESS: at 45.50% examples, 708650 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:37,977 : INFO : EPOCH 13 - PROGRESS: at 45.86% examples, 708829 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:38,977 : INFO : EPOCH 13 - PROGRESS: at 46.25% examples, 708919 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:39,979 : INFO : EPOCH 13 - PROGRESS: at 46.61% examples, 709152 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:40,998 : INFO : EPOCH 13 - PROGRESS: at 46.98% examples, 709244 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:42,005 : INFO : EPOCH 13 - PROGRESS: at 47.35% examples, 709356 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:43,013 : INFO : EPOCH 13 - PROGRESS: at 47.70% examples, 709574 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:44,013 : INFO : EPOCH 13 - PROGRESS: at 48.10% examples, 709729 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:45,028 : INFO : EPOCH 13 - PROGRESS: at 48.46% examples, 709803 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:23:46,031 : INFO : EPOCH 13 - PROGRESS: at 48.82% examples, 709931 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:47,031 : INFO : EPOCH 13 - PROGRESS: at 49.17% examples, 710098 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:48,044 : INFO : EPOCH 13 - PROGRESS: at 49.52% examples, 710273 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:49,046 : INFO : EPOCH 13 - PROGRESS: at 49.86% examples, 710393 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:50,050 : INFO : EPOCH 13 - PROGRESS: at 50.21% examples, 710626 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:51,055 : INFO : EPOCH 13 - PROGRESS: at 50.56% examples, 710800 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:52,062 : INFO : EPOCH 13 - PROGRESS: at 50.92% examples, 710931 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:53,084 : INFO : EPOCH 13 - PROGRESS: at 51.28% examples, 711066 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:54,101 : INFO : EPOCH 13 - PROGRESS: at 51.65% examples, 711226 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:55,101 : INFO : EPOCH 13 - PROGRESS: at 52.00% examples, 711311 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:56,113 : INFO : EPOCH 13 - PROGRESS: at 52.38% examples, 711404 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:57,116 : INFO : EPOCH 13 - PROGRESS: at 52.74% examples, 711581 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:58,120 : INFO : EPOCH 13 - PROGRESS: at 53.07% examples, 711618 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:23:59,127 : INFO : EPOCH 13 - PROGRESS: at 53.43% examples, 711710 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:00,127 : INFO : EPOCH 13 - PROGRESS: at 53.76% examples, 711890 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:01,132 : INFO : EPOCH 13 - PROGRESS: at 54.09% examples, 712086 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:02,151 : INFO : EPOCH 13 - PROGRESS: at 54.45% examples, 712129 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:03,161 : INFO : EPOCH 13 - PROGRESS: at 54.81% examples, 712267 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:04,165 : INFO : EPOCH 13 - PROGRESS: at 55.16% examples, 712456 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:05,174 : INFO : EPOCH 13 - PROGRESS: at 55.49% examples, 712617 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:06,174 : INFO : EPOCH 13 - PROGRESS: at 55.81% examples, 712818 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:07,182 : INFO : EPOCH 13 - PROGRESS: at 56.16% examples, 712938 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:08,186 : INFO : EPOCH 13 - PROGRESS: at 56.51% examples, 713052 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:09,190 : INFO : EPOCH 13 - PROGRESS: at 56.86% examples, 713143 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:10,198 : INFO : EPOCH 13 - PROGRESS: at 57.22% examples, 713211 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:24:11,202 : INFO : EPOCH 13 - PROGRESS: at 57.56% examples, 713358 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:12,203 : INFO : EPOCH 13 - PROGRESS: at 57.93% examples, 713471 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:13,211 : INFO : EPOCH 13 - PROGRESS: at 58.27% examples, 713638 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:14,225 : INFO : EPOCH 13 - PROGRESS: at 58.62% examples, 713710 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:15,227 : INFO : EPOCH 13 - PROGRESS: at 58.97% examples, 713813 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:16,235 : INFO : EPOCH 13 - PROGRESS: at 59.35% examples, 713911 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:17,246 : INFO : EPOCH 13 - PROGRESS: at 59.71% examples, 713993 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:18,251 : INFO : EPOCH 13 - PROGRESS: at 60.06% examples, 714145 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:19,257 : INFO : EPOCH 13 - PROGRESS: at 60.41% examples, 714281 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:20,261 : INFO : EPOCH 13 - PROGRESS: at 60.76% examples, 714423 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:24:21,269 : INFO : EPOCH 13 - PROGRESS: at 61.13% examples, 714421 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:22,271 : INFO : EPOCH 13 - PROGRESS: at 61.50% examples, 714491 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:23,287 : INFO : EPOCH 13 - PROGRESS: at 61.85% examples, 714626 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:24,301 : INFO : EPOCH 13 - PROGRESS: at 62.22% examples, 714714 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:25,308 : INFO : EPOCH 13 - PROGRESS: at 62.59% examples, 714789 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:24:26,328 : INFO : EPOCH 13 - PROGRESS: at 62.95% examples, 714883 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:27,329 : INFO : EPOCH 13 - PROGRESS: at 63.32% examples, 715048 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:28,339 : INFO : EPOCH 13 - PROGRESS: at 63.68% examples, 715057 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:24:29,362 : INFO : EPOCH 13 - PROGRESS: at 64.04% examples, 715147 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:30,362 : INFO : EPOCH 13 - PROGRESS: at 64.40% examples, 715283 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:31,364 : INFO : EPOCH 13 - PROGRESS: at 64.75% examples, 715433 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:32,374 : INFO : EPOCH 13 - PROGRESS: at 65.10% examples, 715487 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:33,382 : INFO : EPOCH 13 - PROGRESS: at 65.47% examples, 715575 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:34,391 : INFO : EPOCH 13 - PROGRESS: at 65.84% examples, 715605 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:24:35,402 : INFO : EPOCH 13 - PROGRESS: at 66.20% examples, 715702 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:36,409 : INFO : EPOCH 13 - PROGRESS: at 66.56% examples, 715750 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:37,422 : INFO : EPOCH 13 - PROGRESS: at 66.92% examples, 715854 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:38,424 : INFO : EPOCH 13 - PROGRESS: at 67.28% examples, 715943 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:39,432 : INFO : EPOCH 13 - PROGRESS: at 67.63% examples, 716029 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:40,456 : INFO : EPOCH 13 - PROGRESS: at 67.99% examples, 716092 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:41,460 : INFO : EPOCH 13 - PROGRESS: at 68.33% examples, 716170 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:42,460 : INFO : EPOCH 13 - PROGRESS: at 68.69% examples, 716247 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:24:43,469 : INFO : EPOCH 13 - PROGRESS: at 69.02% examples, 716279 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:24:44,475 : INFO : EPOCH 13 - PROGRESS: at 69.35% examples, 716389 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:45,476 : INFO : EPOCH 13 - PROGRESS: at 69.72% examples, 716461 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:46,497 : INFO : EPOCH 13 - PROGRESS: at 70.07% examples, 716477 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:47,503 : INFO : EPOCH 13 - PROGRESS: at 70.44% examples, 716612 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:48,513 : INFO : EPOCH 13 - PROGRESS: at 70.79% examples, 716723 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:49,529 : INFO : EPOCH 13 - PROGRESS: at 71.14% examples, 716797 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:50,531 : INFO : EPOCH 13 - PROGRESS: at 71.49% examples, 716918 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:51,552 : INFO : EPOCH 13 - PROGRESS: at 71.87% examples, 716944 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:52,561 : INFO : EPOCH 13 - PROGRESS: at 72.26% examples, 717014 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:53,568 : INFO : EPOCH 13 - PROGRESS: at 72.62% examples, 717062 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:54,584 : INFO : EPOCH 13 - PROGRESS: at 72.97% examples, 717075 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:55,592 : INFO : EPOCH 13 - PROGRESS: at 73.35% examples, 717153 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:56,603 : INFO : EPOCH 13 - PROGRESS: at 73.68% examples, 717221 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:57,607 : INFO : EPOCH 13 - PROGRESS: at 74.02% examples, 717309 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:58,612 : INFO : EPOCH 13 - PROGRESS: at 74.36% examples, 717378 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:24:59,615 : INFO : EPOCH 13 - PROGRESS: at 74.70% examples, 717308 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:00,634 : INFO : EPOCH 13 - PROGRESS: at 75.03% examples, 717256 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:01,636 : INFO : EPOCH 13 - PROGRESS: at 75.37% examples, 717214 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:02,649 : INFO : EPOCH 13 - PROGRESS: at 75.69% examples, 717184 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:03,654 : INFO : EPOCH 13 - PROGRESS: at 75.97% examples, 716624 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:04,666 : INFO : EPOCH 13 - PROGRESS: at 76.30% examples, 716367 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:05,673 : INFO : EPOCH 13 - PROGRESS: at 76.66% examples, 716435 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:06,676 : INFO : EPOCH 13 - PROGRESS: at 77.02% examples, 716478 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:07,681 : INFO : EPOCH 13 - PROGRESS: at 77.36% examples, 716511 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:08,694 : INFO : EPOCH 13 - PROGRESS: at 77.70% examples, 716607 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:09,700 : INFO : EPOCH 13 - PROGRESS: at 78.06% examples, 716719 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:10,704 : INFO : EPOCH 13 - PROGRESS: at 78.43% examples, 716741 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:25:11,705 : INFO : EPOCH 13 - PROGRESS: at 78.78% examples, 716825 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:12,707 : INFO : EPOCH 13 - PROGRESS: at 79.12% examples, 716955 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:13,728 : INFO : EPOCH 13 - PROGRESS: at 79.45% examples, 717055 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:14,729 : INFO : EPOCH 13 - PROGRESS: at 79.83% examples, 717127 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:15,740 : INFO : EPOCH 13 - PROGRESS: at 80.17% examples, 717208 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:16,740 : INFO : EPOCH 13 - PROGRESS: at 80.52% examples, 717305 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:25:17,742 : INFO : EPOCH 13 - PROGRESS: at 80.88% examples, 717389 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:18,763 : INFO : EPOCH 13 - PROGRESS: at 81.22% examples, 717475 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:19,764 : INFO : EPOCH 13 - PROGRESS: at 81.59% examples, 717511 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:20,779 : INFO : EPOCH 13 - PROGRESS: at 81.98% examples, 717563 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:21,785 : INFO : EPOCH 13 - PROGRESS: at 82.31% examples, 717677 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:22,790 : INFO : EPOCH 13 - PROGRESS: at 82.68% examples, 717738 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:23,790 : INFO : EPOCH 13 - PROGRESS: at 83.03% examples, 717837 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:24,791 : INFO : EPOCH 13 - PROGRESS: at 83.38% examples, 717907 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:25:25,815 : INFO : EPOCH 13 - PROGRESS: at 83.76% examples, 717908 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:26,819 : INFO : EPOCH 13 - PROGRESS: at 84.10% examples, 717994 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:25:27,824 : INFO : EPOCH 13 - PROGRESS: at 84.44% examples, 718056 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:28,836 : INFO : EPOCH 13 - PROGRESS: at 84.78% examples, 718086 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:29,837 : INFO : EPOCH 13 - PROGRESS: at 85.13% examples, 718157 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:30,848 : INFO : EPOCH 13 - PROGRESS: at 85.48% examples, 718197 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:31,862 : INFO : EPOCH 13 - PROGRESS: at 85.83% examples, 718258 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:32,868 : INFO : EPOCH 13 - PROGRESS: at 86.18% examples, 718348 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:25:33,870 : INFO : EPOCH 13 - PROGRESS: at 86.52% examples, 718438 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:34,894 : INFO : EPOCH 13 - PROGRESS: at 86.88% examples, 718447 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:35,903 : INFO : EPOCH 13 - PROGRESS: at 87.22% examples, 718521 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:36,922 : INFO : EPOCH 13 - PROGRESS: at 87.56% examples, 718539 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:25:37,923 : INFO : EPOCH 13 - PROGRESS: at 87.92% examples, 718595 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:38,926 : INFO : EPOCH 13 - PROGRESS: at 88.27% examples, 718663 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:39,928 : INFO : EPOCH 13 - PROGRESS: at 88.65% examples, 718725 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:25:40,934 : INFO : EPOCH 13 - PROGRESS: at 88.99% examples, 718765 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:41,944 : INFO : EPOCH 13 - PROGRESS: at 89.34% examples, 718876 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:42,945 : INFO : EPOCH 13 - PROGRESS: at 89.69% examples, 718927 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:25:43,958 : INFO : EPOCH 13 - PROGRESS: at 90.06% examples, 718966 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:44,976 : INFO : EPOCH 13 - PROGRESS: at 90.43% examples, 719041 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:45,979 : INFO : EPOCH 13 - PROGRESS: at 90.77% examples, 719057 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:25:46,987 : INFO : EPOCH 13 - PROGRESS: at 91.10% examples, 719125 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:47,995 : INFO : EPOCH 13 - PROGRESS: at 91.45% examples, 719135 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:25:48,996 : INFO : EPOCH 13 - PROGRESS: at 91.81% examples, 719224 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:50,000 : INFO : EPOCH 13 - PROGRESS: at 92.17% examples, 719286 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:51,002 : INFO : EPOCH 13 - PROGRESS: at 92.52% examples, 719331 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:52,006 : INFO : EPOCH 13 - PROGRESS: at 92.88% examples, 719356 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:53,013 : INFO : EPOCH 13 - PROGRESS: at 93.21% examples, 719411 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:54,016 : INFO : EPOCH 13 - PROGRESS: at 93.55% examples, 719483 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:55,021 : INFO : EPOCH 13 - PROGRESS: at 93.91% examples, 719536 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:56,026 : INFO : EPOCH 13 - PROGRESS: at 94.28% examples, 719549 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:57,036 : INFO : EPOCH 13 - PROGRESS: at 94.63% examples, 719622 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:25:58,042 : INFO : EPOCH 13 - PROGRESS: at 94.98% examples, 719713 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:25:59,045 : INFO : EPOCH 13 - PROGRESS: at 95.33% examples, 719742 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:00,060 : INFO : EPOCH 13 - PROGRESS: at 95.68% examples, 719783 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:01,064 : INFO : EPOCH 13 - PROGRESS: at 96.08% examples, 719840 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:02,067 : INFO : EPOCH 13 - PROGRESS: at 96.45% examples, 719879 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:03,077 : INFO : EPOCH 13 - PROGRESS: at 96.81% examples, 719913 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:04,085 : INFO : EPOCH 13 - PROGRESS: at 97.18% examples, 719943 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:05,090 : INFO : EPOCH 13 - PROGRESS: at 97.55% examples, 719973 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:06,106 : INFO : EPOCH 13 - PROGRESS: at 97.93% examples, 720030 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:07,125 : INFO : EPOCH 13 - PROGRESS: at 98.29% examples, 720056 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:08,142 : INFO : EPOCH 13 - PROGRESS: at 98.63% examples, 720095 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:09,144 : INFO : EPOCH 13 - PROGRESS: at 99.00% examples, 720142 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:10,152 : INFO : EPOCH 13 - PROGRESS: at 99.37% examples, 720215 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:11,158 : INFO : EPOCH 13 - PROGRESS: at 99.74% examples, 720215 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:11,815 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 13:26:11,828 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 13:26:11,831 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 13:26:11,835 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 13:26:11,836 : INFO : EPOCH - 13 : training on 266972912 raw words (207423620 effective words) took 288.0s, 720253 effective words/s
2020-07-24 13:26:12,842 : INFO : EPOCH 14 - PROGRESS: at 0.35% examples, 707664 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:13,848 : INFO : EPOCH 14 - PROGRESS: at 0.69% examples, 718474 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:14,857 : INFO : EPOCH 14 - PROGRESS: at 1.05% examples, 722402 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:15,864 : INFO : EPOCH 14 - PROGRESS: at 1.42% examples, 721849 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:16,879 : INFO : EPOCH 14 - PROGRESS: at 1.78% examples, 723361 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:17,900 : INFO : EPOCH 14 - PROGRESS: at 2.15% examples, 724347 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:18,910 : INFO : EPOCH 14 - PROGRESS: at 2.52% examples, 724325 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:19,915 : INFO : EPOCH 14 - PROGRESS: at 2.89% examples, 725159 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:20,918 : INFO : EPOCH 14 - PROGRESS: at 3.24% examples, 726111 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:26:21,924 : INFO : EPOCH 14 - PROGRESS: at 3.58% examples, 726234 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:22,931 : INFO : EPOCH 14 - PROGRESS: at 3.93% examples, 725195 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:23,960 : INFO : EPOCH 14 - PROGRESS: at 4.32% examples, 724914 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:24,977 : INFO : EPOCH 14 - PROGRESS: at 4.70% examples, 724987 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:25,980 : INFO : EPOCH 14 - PROGRESS: at 5.07% examples, 725831 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:26,990 : INFO : EPOCH 14 - PROGRESS: at 5.41% examples, 726520 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:27,993 : INFO : EPOCH 14 - PROGRESS: at 5.75% examples, 726742 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:28,996 : INFO : EPOCH 14 - PROGRESS: at 6.09% examples, 727167 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:29,998 : INFO : EPOCH 14 - PROGRESS: at 6.48% examples, 727270 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:30,999 : INFO : EPOCH 14 - PROGRESS: at 6.83% examples, 727265 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:32,017 : INFO : EPOCH 14 - PROGRESS: at 7.19% examples, 726913 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:33,037 : INFO : EPOCH 14 - PROGRESS: at 7.52% examples, 727199 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:34,038 : INFO : EPOCH 14 - PROGRESS: at 7.88% examples, 727406 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:35,044 : INFO : EPOCH 14 - PROGRESS: at 8.22% examples, 727903 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:36,054 : INFO : EPOCH 14 - PROGRESS: at 8.56% examples, 728043 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:37,060 : INFO : EPOCH 14 - PROGRESS: at 8.88% examples, 728613 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:26:38,079 : INFO : EPOCH 14 - PROGRESS: at 9.23% examples, 728286 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:26:39,100 : INFO : EPOCH 14 - PROGRESS: at 9.57% examples, 728414 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:40,110 : INFO : EPOCH 14 - PROGRESS: at 9.93% examples, 728489 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:41,111 : INFO : EPOCH 14 - PROGRESS: at 10.29% examples, 728699 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:42,114 : INFO : EPOCH 14 - PROGRESS: at 10.62% examples, 728871 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:43,115 : INFO : EPOCH 14 - PROGRESS: at 10.98% examples, 728928 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:26:44,118 : INFO : EPOCH 14 - PROGRESS: at 11.33% examples, 728981 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:45,133 : INFO : EPOCH 14 - PROGRESS: at 11.71% examples, 728770 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:46,135 : INFO : EPOCH 14 - PROGRESS: at 12.08% examples, 728778 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:26:47,143 : INFO : EPOCH 14 - PROGRESS: at 12.45% examples, 728476 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:48,157 : INFO : EPOCH 14 - PROGRESS: at 12.80% examples, 728651 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:49,160 : INFO : EPOCH 14 - PROGRESS: at 13.15% examples, 728735 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:50,176 : INFO : EPOCH 14 - PROGRESS: at 13.51% examples, 728567 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:51,177 : INFO : EPOCH 14 - PROGRESS: at 13.87% examples, 728967 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:52,180 : INFO : EPOCH 14 - PROGRESS: at 14.24% examples, 728947 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:53,187 : INFO : EPOCH 14 - PROGRESS: at 14.60% examples, 728655 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:54,191 : INFO : EPOCH 14 - PROGRESS: at 14.95% examples, 728825 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:26:55,203 : INFO : EPOCH 14 - PROGRESS: at 15.30% examples, 728898 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:26:56,210 : INFO : EPOCH 14 - PROGRESS: at 15.64% examples, 729083 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:26:57,220 : INFO : EPOCH 14 - PROGRESS: at 16.00% examples, 729237 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:58,227 : INFO : EPOCH 14 - PROGRESS: at 16.35% examples, 729251 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:26:59,238 : INFO : EPOCH 14 - PROGRESS: at 16.72% examples, 729096 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:00,238 : INFO : EPOCH 14 - PROGRESS: at 17.08% examples, 729184 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:01,247 : INFO : EPOCH 14 - PROGRESS: at 17.44% examples, 729275 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:02,250 : INFO : EPOCH 14 - PROGRESS: at 17.80% examples, 729217 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:27:03,254 : INFO : EPOCH 14 - PROGRESS: at 18.14% examples, 729281 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:04,258 : INFO : EPOCH 14 - PROGRESS: at 18.50% examples, 729246 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:05,267 : INFO : EPOCH 14 - PROGRESS: at 18.86% examples, 729206 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:06,268 : INFO : EPOCH 14 - PROGRESS: at 19.21% examples, 729385 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:07,274 : INFO : EPOCH 14 - PROGRESS: at 19.57% examples, 729262 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:08,276 : INFO : EPOCH 14 - PROGRESS: at 19.93% examples, 729380 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:27:09,279 : INFO : EPOCH 14 - PROGRESS: at 20.24% examples, 729502 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:10,292 : INFO : EPOCH 14 - PROGRESS: at 20.60% examples, 729474 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:11,296 : INFO : EPOCH 14 - PROGRESS: at 20.98% examples, 729434 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:12,297 : INFO : EPOCH 14 - PROGRESS: at 21.31% examples, 729639 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:13,304 : INFO : EPOCH 14 - PROGRESS: at 21.66% examples, 729624 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:14,325 : INFO : EPOCH 14 - PROGRESS: at 22.01% examples, 729508 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:15,337 : INFO : EPOCH 14 - PROGRESS: at 22.38% examples, 729298 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:16,344 : INFO : EPOCH 14 - PROGRESS: at 22.72% examples, 729531 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:17,347 : INFO : EPOCH 14 - PROGRESS: at 23.07% examples, 729535 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:18,361 : INFO : EPOCH 14 - PROGRESS: at 23.44% examples, 729375 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:19,369 : INFO : EPOCH 14 - PROGRESS: at 23.80% examples, 729239 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:20,371 : INFO : EPOCH 14 - PROGRESS: at 24.13% examples, 729591 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:21,377 : INFO : EPOCH 14 - PROGRESS: at 24.48% examples, 729531 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:22,389 : INFO : EPOCH 14 - PROGRESS: at 24.82% examples, 729581 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:23,395 : INFO : EPOCH 14 - PROGRESS: at 25.19% examples, 729507 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:24,396 : INFO : EPOCH 14 - PROGRESS: at 25.54% examples, 729622 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:25,412 : INFO : EPOCH 14 - PROGRESS: at 25.92% examples, 729542 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:26,416 : INFO : EPOCH 14 - PROGRESS: at 26.29% examples, 729468 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:27:27,433 : INFO : EPOCH 14 - PROGRESS: at 26.66% examples, 729484 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:28,437 : INFO : EPOCH 14 - PROGRESS: at 27.01% examples, 729534 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:29,449 : INFO : EPOCH 14 - PROGRESS: at 27.36% examples, 729523 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:27:30,467 : INFO : EPOCH 14 - PROGRESS: at 27.71% examples, 729652 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:31,476 : INFO : EPOCH 14 - PROGRESS: at 28.07% examples, 729628 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:27:32,493 : INFO : EPOCH 14 - PROGRESS: at 28.44% examples, 729673 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:33,502 : INFO : EPOCH 14 - PROGRESS: at 28.81% examples, 729666 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:34,504 : INFO : EPOCH 14 - PROGRESS: at 29.14% examples, 729704 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:35,506 : INFO : EPOCH 14 - PROGRESS: at 29.48% examples, 729791 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:36,512 : INFO : EPOCH 14 - PROGRESS: at 29.84% examples, 729816 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:37,529 : INFO : EPOCH 14 - PROGRESS: at 30.18% examples, 729759 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:38,538 : INFO : EPOCH 14 - PROGRESS: at 30.52% examples, 729934 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:39,543 : INFO : EPOCH 14 - PROGRESS: at 30.87% examples, 729397 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:40,552 : INFO : EPOCH 14 - PROGRESS: at 31.22% examples, 728916 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:41,552 : INFO : EPOCH 14 - PROGRESS: at 31.57% examples, 728631 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:42,566 : INFO : EPOCH 14 - PROGRESS: at 31.90% examples, 728201 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:43,567 : INFO : EPOCH 14 - PROGRESS: at 32.19% examples, 726621 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:44,571 : INFO : EPOCH 14 - PROGRESS: at 32.51% examples, 726008 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:45,583 : INFO : EPOCH 14 - PROGRESS: at 32.86% examples, 726127 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:46,588 : INFO : EPOCH 14 - PROGRESS: at 33.21% examples, 726213 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:47,591 : INFO : EPOCH 14 - PROGRESS: at 33.56% examples, 726271 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:27:48,597 : INFO : EPOCH 14 - PROGRESS: at 33.90% examples, 726431 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:49,599 : INFO : EPOCH 14 - PROGRESS: at 34.25% examples, 726315 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:50,600 : INFO : EPOCH 14 - PROGRESS: at 34.60% examples, 726422 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:51,603 : INFO : EPOCH 14 - PROGRESS: at 34.95% examples, 726429 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:52,622 : INFO : EPOCH 14 - PROGRESS: at 35.29% examples, 726428 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:53,631 : INFO : EPOCH 14 - PROGRESS: at 35.66% examples, 726456 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:54,636 : INFO : EPOCH 14 - PROGRESS: at 36.01% examples, 726525 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:55,647 : INFO : EPOCH 14 - PROGRESS: at 36.35% examples, 726598 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:56,657 : INFO : EPOCH 14 - PROGRESS: at 36.67% examples, 726748 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:57,664 : INFO : EPOCH 14 - PROGRESS: at 37.02% examples, 726808 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:58,669 : INFO : EPOCH 14 - PROGRESS: at 37.37% examples, 726946 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:27:59,671 : INFO : EPOCH 14 - PROGRESS: at 37.74% examples, 726868 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:00,680 : INFO : EPOCH 14 - PROGRESS: at 38.08% examples, 726765 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:01,691 : INFO : EPOCH 14 - PROGRESS: at 38.46% examples, 726774 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:28:02,692 : INFO : EPOCH 14 - PROGRESS: at 38.82% examples, 726867 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:03,693 : INFO : EPOCH 14 - PROGRESS: at 39.16% examples, 726837 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:04,697 : INFO : EPOCH 14 - PROGRESS: at 39.52% examples, 726909 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:05,705 : INFO : EPOCH 14 - PROGRESS: at 39.87% examples, 726860 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:06,710 : INFO : EPOCH 14 - PROGRESS: at 40.23% examples, 726906 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:07,713 : INFO : EPOCH 14 - PROGRESS: at 40.57% examples, 726980 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:08,720 : INFO : EPOCH 14 - PROGRESS: at 40.92% examples, 726978 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:09,723 : INFO : EPOCH 14 - PROGRESS: at 41.29% examples, 727102 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:10,729 : INFO : EPOCH 14 - PROGRESS: at 41.65% examples, 727015 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:11,748 : INFO : EPOCH 14 - PROGRESS: at 41.99% examples, 727000 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:12,756 : INFO : EPOCH 14 - PROGRESS: at 42.35% examples, 727062 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:13,773 : INFO : EPOCH 14 - PROGRESS: at 42.72% examples, 727026 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:14,786 : INFO : EPOCH 14 - PROGRESS: at 43.08% examples, 727175 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:15,803 : INFO : EPOCH 14 - PROGRESS: at 43.43% examples, 727202 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:16,811 : INFO : EPOCH 14 - PROGRESS: at 43.78% examples, 727227 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:17,817 : INFO : EPOCH 14 - PROGRESS: at 44.17% examples, 727267 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:18,824 : INFO : EPOCH 14 - PROGRESS: at 44.53% examples, 727341 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:19,826 : INFO : EPOCH 14 - PROGRESS: at 44.92% examples, 727311 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:20,845 : INFO : EPOCH 14 - PROGRESS: at 45.27% examples, 727289 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:21,846 : INFO : EPOCH 14 - PROGRESS: at 45.61% examples, 727262 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:22,866 : INFO : EPOCH 14 - PROGRESS: at 45.98% examples, 727221 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:23,868 : INFO : EPOCH 14 - PROGRESS: at 46.37% examples, 727172 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:28:24,869 : INFO : EPOCH 14 - PROGRESS: at 46.72% examples, 727175 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:25,881 : INFO : EPOCH 14 - PROGRESS: at 47.08% examples, 727207 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:28:26,891 : INFO : EPOCH 14 - PROGRESS: at 47.45% examples, 727158 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:27,891 : INFO : EPOCH 14 - PROGRESS: at 47.82% examples, 727185 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:28,902 : INFO : EPOCH 14 - PROGRESS: at 48.19% examples, 727161 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:28:29,915 : INFO : EPOCH 14 - PROGRESS: at 48.55% examples, 727188 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:30,917 : INFO : EPOCH 14 - PROGRESS: at 48.92% examples, 727219 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:31,924 : INFO : EPOCH 14 - PROGRESS: at 49.27% examples, 727320 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:32,928 : INFO : EPOCH 14 - PROGRESS: at 49.62% examples, 727394 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:33,938 : INFO : EPOCH 14 - PROGRESS: at 49.96% examples, 727428 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:34,948 : INFO : EPOCH 14 - PROGRESS: at 50.32% examples, 727459 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:35,951 : INFO : EPOCH 14 - PROGRESS: at 50.68% examples, 727444 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:36,953 : INFO : EPOCH 14 - PROGRESS: at 51.03% examples, 727491 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:37,959 : INFO : EPOCH 14 - PROGRESS: at 51.38% examples, 727515 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:28:38,962 : INFO : EPOCH 14 - PROGRESS: at 51.74% examples, 727492 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:39,974 : INFO : EPOCH 14 - PROGRESS: at 52.09% examples, 727512 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:40,980 : INFO : EPOCH 14 - PROGRESS: at 52.48% examples, 727544 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:41,982 : INFO : EPOCH 14 - PROGRESS: at 52.83% examples, 727613 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:42,984 : INFO : EPOCH 14 - PROGRESS: at 53.16% examples, 727612 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:43,991 : INFO : EPOCH 14 - PROGRESS: at 53.51% examples, 727570 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:45,000 : INFO : EPOCH 14 - PROGRESS: at 53.86% examples, 727660 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:46,010 : INFO : EPOCH 14 - PROGRESS: at 54.18% examples, 727707 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:47,019 : INFO : EPOCH 14 - PROGRESS: at 54.56% examples, 727682 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:48,019 : INFO : EPOCH 14 - PROGRESS: at 54.91% examples, 727733 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:49,024 : INFO : EPOCH 14 - PROGRESS: at 55.23% examples, 727808 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:28:50,030 : INFO : EPOCH 14 - PROGRESS: at 55.57% examples, 727846 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:28:51,033 : INFO : EPOCH 14 - PROGRESS: at 55.91% examples, 727964 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:52,035 : INFO : EPOCH 14 - PROGRESS: at 56.25% examples, 728003 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:53,051 : INFO : EPOCH 14 - PROGRESS: at 56.59% examples, 728033 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:28:54,062 : INFO : EPOCH 14 - PROGRESS: at 56.97% examples, 728032 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:55,064 : INFO : EPOCH 14 - PROGRESS: at 57.30% examples, 728079 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:28:56,073 : INFO : EPOCH 14 - PROGRESS: at 57.67% examples, 728109 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:57,091 : INFO : EPOCH 14 - PROGRESS: at 58.02% examples, 728096 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:58,092 : INFO : EPOCH 14 - PROGRESS: at 58.36% examples, 728152 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:28:59,106 : INFO : EPOCH 14 - PROGRESS: at 58.71% examples, 728086 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:00,109 : INFO : EPOCH 14 - PROGRESS: at 59.07% examples, 728133 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:29:01,111 : INFO : EPOCH 14 - PROGRESS: at 59.45% examples, 728170 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:02,117 : INFO : EPOCH 14 - PROGRESS: at 59.80% examples, 728175 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:03,121 : INFO : EPOCH 14 - PROGRESS: at 60.14% examples, 728212 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:29:04,133 : INFO : EPOCH 14 - PROGRESS: at 60.51% examples, 728258 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:05,152 : INFO : EPOCH 14 - PROGRESS: at 60.85% examples, 728230 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:06,164 : INFO : EPOCH 14 - PROGRESS: at 61.24% examples, 728247 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:07,172 : INFO : EPOCH 14 - PROGRESS: at 61.60% examples, 728264 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:08,182 : INFO : EPOCH 14 - PROGRESS: at 61.95% examples, 728218 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:09,193 : INFO : EPOCH 14 - PROGRESS: at 62.33% examples, 728303 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:10,196 : INFO : EPOCH 14 - PROGRESS: at 62.68% examples, 728371 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:11,197 : INFO : EPOCH 14 - PROGRESS: at 63.05% examples, 728381 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:12,205 : INFO : EPOCH 14 - PROGRESS: at 63.42% examples, 728370 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:13,207 : INFO : EPOCH 14 - PROGRESS: at 63.77% examples, 728396 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:29:14,217 : INFO : EPOCH 14 - PROGRESS: at 64.14% examples, 728411 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:15,233 : INFO : EPOCH 14 - PROGRESS: at 64.49% examples, 728394 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:29:16,234 : INFO : EPOCH 14 - PROGRESS: at 64.83% examples, 728493 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:17,237 : INFO : EPOCH 14 - PROGRESS: at 65.19% examples, 728483 words/s, in_qsize 7, out_qsize 0
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2020-07-24 13:29:19,241 : INFO : EPOCH 14 - PROGRESS: at 65.91% examples, 728477 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:20,264 : INFO : EPOCH 14 - PROGRESS: at 66.28% examples, 728423 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:21,278 : INFO : EPOCH 14 - PROGRESS: at 66.64% examples, 728416 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:22,287 : INFO : EPOCH 14 - PROGRESS: at 67.01% examples, 728449 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:23,290 : INFO : EPOCH 14 - PROGRESS: at 67.35% examples, 728429 words/s, in_qsize 8, out_qsize 0
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2020-07-24 13:29:28,355 : INFO : EPOCH 14 - PROGRESS: at 69.11% examples, 728526 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:29,362 : INFO : EPOCH 14 - PROGRESS: at 69.43% examples, 728572 words/s, in_qsize 7, out_qsize 0
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2020-07-24 13:29:31,389 : INFO : EPOCH 14 - PROGRESS: at 70.17% examples, 728542 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:32,391 : INFO : EPOCH 14 - PROGRESS: at 70.53% examples, 728558 words/s, in_qsize 8, out_qsize 1
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2020-07-24 13:29:34,417 : INFO : EPOCH 14 - PROGRESS: at 71.22% examples, 728656 words/s, in_qsize 7, out_qsize 0
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2020-07-24 13:29:37,430 : INFO : EPOCH 14 - PROGRESS: at 72.34% examples, 728569 words/s, in_qsize 7, out_qsize 0
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2020-07-24 13:29:41,457 : INFO : EPOCH 14 - PROGRESS: at 73.74% examples, 728585 words/s, in_qsize 8, out_qsize 0
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2020-07-24 13:29:48,488 : INFO : EPOCH 14 - PROGRESS: at 76.15% examples, 728598 words/s, in_qsize 7, out_qsize 0
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2020-07-24 13:29:52,529 : INFO : EPOCH 14 - PROGRESS: at 77.55% examples, 728561 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:53,535 : INFO : EPOCH 14 - PROGRESS: at 77.89% examples, 728571 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:54,545 : INFO : EPOCH 14 - PROGRESS: at 78.27% examples, 728533 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:55,546 : INFO : EPOCH 14 - PROGRESS: at 78.61% examples, 728543 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:56,556 : INFO : EPOCH 14 - PROGRESS: at 78.96% examples, 728546 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:57,572 : INFO : EPOCH 14 - PROGRESS: at 79.28% examples, 728576 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:58,573 : INFO : EPOCH 14 - PROGRESS: at 79.64% examples, 728652 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:29:59,578 : INFO : EPOCH 14 - PROGRESS: at 80.00% examples, 728639 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:00,580 : INFO : EPOCH 14 - PROGRESS: at 80.34% examples, 728649 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:01,592 : INFO : EPOCH 14 - PROGRESS: at 80.70% examples, 728646 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:02,595 : INFO : EPOCH 14 - PROGRESS: at 81.04% examples, 728690 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:03,598 : INFO : EPOCH 14 - PROGRESS: at 81.40% examples, 728674 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:04,598 : INFO : EPOCH 14 - PROGRESS: at 81.79% examples, 728630 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:05,601 : INFO : EPOCH 14 - PROGRESS: at 82.13% examples, 728704 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:06,604 : INFO : EPOCH 14 - PROGRESS: at 82.47% examples, 728739 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:07,606 : INFO : EPOCH 14 - PROGRESS: at 82.85% examples, 728733 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:08,608 : INFO : EPOCH 14 - PROGRESS: at 83.18% examples, 728735 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:09,609 : INFO : EPOCH 14 - PROGRESS: at 83.54% examples, 728782 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:10,636 : INFO : EPOCH 14 - PROGRESS: at 83.91% examples, 728761 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:11,638 : INFO : EPOCH 14 - PROGRESS: at 84.24% examples, 728807 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:12,643 : INFO : EPOCH 14 - PROGRESS: at 84.59% examples, 728764 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:13,644 : INFO : EPOCH 14 - PROGRESS: at 84.92% examples, 728795 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:14,662 : INFO : EPOCH 14 - PROGRESS: at 85.29% examples, 728780 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:15,673 : INFO : EPOCH 14 - PROGRESS: at 85.64% examples, 728821 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:16,678 : INFO : EPOCH 14 - PROGRESS: at 85.98% examples, 728842 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:17,686 : INFO : EPOCH 14 - PROGRESS: at 86.33% examples, 728852 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:18,695 : INFO : EPOCH 14 - PROGRESS: at 86.67% examples, 728809 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:19,697 : INFO : EPOCH 14 - PROGRESS: at 87.00% examples, 728659 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:20,706 : INFO : EPOCH 14 - PROGRESS: at 87.32% examples, 728558 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:30:21,710 : INFO : EPOCH 14 - PROGRESS: at 87.66% examples, 728422 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:22,714 : INFO : EPOCH 14 - PROGRESS: at 87.97% examples, 728212 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:30:23,733 : INFO : EPOCH 14 - PROGRESS: at 88.25% examples, 727577 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:24,734 : INFO : EPOCH 14 - PROGRESS: at 88.62% examples, 727484 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:25,737 : INFO : EPOCH 14 - PROGRESS: at 88.96% examples, 727522 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:26,748 : INFO : EPOCH 14 - PROGRESS: at 89.30% examples, 727535 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:27,754 : INFO : EPOCH 14 - PROGRESS: at 89.65% examples, 727545 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:28,760 : INFO : EPOCH 14 - PROGRESS: at 90.02% examples, 727506 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:29,764 : INFO : EPOCH 14 - PROGRESS: at 90.37% examples, 727535 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:30,766 : INFO : EPOCH 14 - PROGRESS: at 90.72% examples, 727538 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:31,779 : INFO : EPOCH 14 - PROGRESS: at 91.05% examples, 727568 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:32,792 : INFO : EPOCH 14 - PROGRESS: at 91.41% examples, 727615 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:33,796 : INFO : EPOCH 14 - PROGRESS: at 91.77% examples, 727625 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:34,797 : INFO : EPOCH 14 - PROGRESS: at 92.13% examples, 727622 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:30:35,800 : INFO : EPOCH 14 - PROGRESS: at 92.48% examples, 727615 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:36,807 : INFO : EPOCH 14 - PROGRESS: at 92.83% examples, 727630 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:37,815 : INFO : EPOCH 14 - PROGRESS: at 93.16% examples, 727643 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:38,821 : INFO : EPOCH 14 - PROGRESS: at 93.51% examples, 727703 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:39,825 : INFO : EPOCH 14 - PROGRESS: at 93.86% examples, 727696 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:40,843 : INFO : EPOCH 14 - PROGRESS: at 94.24% examples, 727656 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:41,847 : INFO : EPOCH 14 - PROGRESS: at 94.59% examples, 727702 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:42,857 : INFO : EPOCH 14 - PROGRESS: at 94.94% examples, 727705 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:43,858 : INFO : EPOCH 14 - PROGRESS: at 95.29% examples, 727711 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:44,859 : INFO : EPOCH 14 - PROGRESS: at 95.64% examples, 727755 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:45,878 : INFO : EPOCH 14 - PROGRESS: at 96.03% examples, 727745 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:46,885 : INFO : EPOCH 14 - PROGRESS: at 96.39% examples, 727724 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:47,897 : INFO : EPOCH 14 - PROGRESS: at 96.76% examples, 727735 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:30:48,899 : INFO : EPOCH 14 - PROGRESS: at 97.14% examples, 727782 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:49,916 : INFO : EPOCH 14 - PROGRESS: at 97.50% examples, 727782 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:50,934 : INFO : EPOCH 14 - PROGRESS: at 97.88% examples, 727778 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:51,943 : INFO : EPOCH 14 - PROGRESS: at 98.23% examples, 727765 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:52,965 : INFO : EPOCH 14 - PROGRESS: at 98.58% examples, 727740 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:53,966 : INFO : EPOCH 14 - PROGRESS: at 98.93% examples, 727764 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:54,982 : INFO : EPOCH 14 - PROGRESS: at 99.30% examples, 727747 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:56,000 : INFO : EPOCH 14 - PROGRESS: at 99.68% examples, 727711 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:56,820 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 13:30:56,826 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 13:30:56,827 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 13:30:56,834 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 13:30:56,834 : INFO : EPOCH - 14 : training on 266972912 raw words (207411529 effective words) took 285.0s, 727775 effective words/s
2020-07-24 13:30:57,843 : INFO : EPOCH 15 - PROGRESS: at 0.36% examples, 716166 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:58,845 : INFO : EPOCH 15 - PROGRESS: at 0.69% examples, 725286 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:30:59,855 : INFO : EPOCH 15 - PROGRESS: at 1.06% examples, 726574 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:00,862 : INFO : EPOCH 15 - PROGRESS: at 1.43% examples, 725765 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:01,870 : INFO : EPOCH 15 - PROGRESS: at 1.79% examples, 726912 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:02,877 : INFO : EPOCH 15 - PROGRESS: at 2.15% examples, 727505 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:03,892 : INFO : EPOCH 15 - PROGRESS: at 2.52% examples, 728819 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:04,897 : INFO : EPOCH 15 - PROGRESS: at 2.90% examples, 728248 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:05,904 : INFO : EPOCH 15 - PROGRESS: at 3.26% examples, 730204 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:06,905 : INFO : EPOCH 15 - PROGRESS: at 3.60% examples, 730983 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:07,908 : INFO : EPOCH 15 - PROGRESS: at 3.95% examples, 729702 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:08,923 : INFO : EPOCH 15 - PROGRESS: at 4.34% examples, 729265 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:09,946 : INFO : EPOCH 15 - PROGRESS: at 4.72% examples, 728770 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:10,954 : INFO : EPOCH 15 - PROGRESS: at 5.08% examples, 729401 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:11,966 : INFO : EPOCH 15 - PROGRESS: at 5.42% examples, 729807 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:12,973 : INFO : EPOCH 15 - PROGRESS: at 5.77% examples, 730265 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:13,977 : INFO : EPOCH 15 - PROGRESS: at 6.13% examples, 730442 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:14,980 : INFO : EPOCH 15 - PROGRESS: at 6.50% examples, 730388 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:15,981 : INFO : EPOCH 15 - PROGRESS: at 6.85% examples, 730549 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:17,000 : INFO : EPOCH 15 - PROGRESS: at 7.21% examples, 730250 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:18,006 : INFO : EPOCH 15 - PROGRESS: at 7.55% examples, 730801 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:19,018 : INFO : EPOCH 15 - PROGRESS: at 7.91% examples, 730914 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:20,025 : INFO : EPOCH 15 - PROGRESS: at 8.24% examples, 731285 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:21,028 : INFO : EPOCH 15 - PROGRESS: at 8.59% examples, 731591 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:22,039 : INFO : EPOCH 15 - PROGRESS: at 8.92% examples, 732062 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:23,042 : INFO : EPOCH 15 - PROGRESS: at 9.26% examples, 731776 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:24,050 : INFO : EPOCH 15 - PROGRESS: at 9.60% examples, 731898 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:25,068 : INFO : EPOCH 15 - PROGRESS: at 9.96% examples, 732094 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:26,071 : INFO : EPOCH 15 - PROGRESS: at 10.33% examples, 731931 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:27,077 : INFO : EPOCH 15 - PROGRESS: at 10.66% examples, 731853 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:28,080 : INFO : EPOCH 15 - PROGRESS: at 11.02% examples, 732198 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:31:29,081 : INFO : EPOCH 15 - PROGRESS: at 11.37% examples, 732078 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:30,083 : INFO : EPOCH 15 - PROGRESS: at 11.75% examples, 732022 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:31,086 : INFO : EPOCH 15 - PROGRESS: at 12.12% examples, 731976 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:32,093 : INFO : EPOCH 15 - PROGRESS: at 12.48% examples, 731819 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:33,103 : INFO : EPOCH 15 - PROGRESS: at 12.84% examples, 731977 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:34,116 : INFO : EPOCH 15 - PROGRESS: at 13.19% examples, 732011 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:35,116 : INFO : EPOCH 15 - PROGRESS: at 13.56% examples, 732108 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:36,121 : INFO : EPOCH 15 - PROGRESS: at 13.92% examples, 732172 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:37,134 : INFO : EPOCH 15 - PROGRESS: at 14.29% examples, 732110 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:38,138 : INFO : EPOCH 15 - PROGRESS: at 14.64% examples, 732205 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:39,158 : INFO : EPOCH 15 - PROGRESS: at 15.00% examples, 732077 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:40,164 : INFO : EPOCH 15 - PROGRESS: at 15.36% examples, 732216 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:41,166 : INFO : EPOCH 15 - PROGRESS: at 15.70% examples, 732434 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:42,173 : INFO : EPOCH 15 - PROGRESS: at 16.05% examples, 732585 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:43,177 : INFO : EPOCH 15 - PROGRESS: at 16.42% examples, 732561 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:44,183 : INFO : EPOCH 15 - PROGRESS: at 16.79% examples, 732393 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:31:45,183 : INFO : EPOCH 15 - PROGRESS: at 17.14% examples, 732511 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:46,200 : INFO : EPOCH 15 - PROGRESS: at 17.50% examples, 732489 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:47,213 : INFO : EPOCH 15 - PROGRESS: at 17.87% examples, 732548 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:31:48,215 : INFO : EPOCH 15 - PROGRESS: at 18.22% examples, 732508 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:49,216 : INFO : EPOCH 15 - PROGRESS: at 18.57% examples, 732593 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:50,216 : INFO : EPOCH 15 - PROGRESS: at 18.93% examples, 732436 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:51,218 : INFO : EPOCH 15 - PROGRESS: at 19.27% examples, 732484 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:52,228 : INFO : EPOCH 15 - PROGRESS: at 19.64% examples, 732365 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:53,237 : INFO : EPOCH 15 - PROGRESS: at 19.99% examples, 732465 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:54,245 : INFO : EPOCH 15 - PROGRESS: at 20.31% examples, 732545 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:55,255 : INFO : EPOCH 15 - PROGRESS: at 20.66% examples, 732242 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:56,259 : INFO : EPOCH 15 - PROGRESS: at 21.04% examples, 732178 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:57,266 : INFO : EPOCH 15 - PROGRESS: at 21.38% examples, 732345 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:58,278 : INFO : EPOCH 15 - PROGRESS: at 21.74% examples, 732320 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:31:59,285 : INFO : EPOCH 15 - PROGRESS: at 22.10% examples, 732226 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:32:00,288 : INFO : EPOCH 15 - PROGRESS: at 22.45% examples, 732242 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:01,293 : INFO : EPOCH 15 - PROGRESS: at 22.78% examples, 732370 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:02,294 : INFO : EPOCH 15 - PROGRESS: at 23.15% examples, 732361 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:03,301 : INFO : EPOCH 15 - PROGRESS: at 23.51% examples, 732274 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:04,302 : INFO : EPOCH 15 - PROGRESS: at 23.86% examples, 732386 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:05,309 : INFO : EPOCH 15 - PROGRESS: at 24.20% examples, 732499 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:06,313 : INFO : EPOCH 15 - PROGRESS: at 24.55% examples, 732598 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:07,315 : INFO : EPOCH 15 - PROGRESS: at 24.89% examples, 732683 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:08,319 : INFO : EPOCH 15 - PROGRESS: at 25.27% examples, 732672 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:09,329 : INFO : EPOCH 15 - PROGRESS: at 25.63% examples, 732693 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:10,333 : INFO : EPOCH 15 - PROGRESS: at 26.01% examples, 732547 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:11,336 : INFO : EPOCH 15 - PROGRESS: at 26.38% examples, 732662 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:12,341 : INFO : EPOCH 15 - PROGRESS: at 26.75% examples, 732671 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:13,350 : INFO : EPOCH 15 - PROGRESS: at 27.09% examples, 732749 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:14,358 : INFO : EPOCH 15 - PROGRESS: at 27.43% examples, 732712 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:15,370 : INFO : EPOCH 15 - PROGRESS: at 27.79% examples, 732715 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:16,374 : INFO : EPOCH 15 - PROGRESS: at 28.16% examples, 732761 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:17,376 : INFO : EPOCH 15 - PROGRESS: at 28.52% examples, 732672 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:18,378 : INFO : EPOCH 15 - PROGRESS: at 28.88% examples, 732707 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:19,385 : INFO : EPOCH 15 - PROGRESS: at 29.21% examples, 732861 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:20,411 : INFO : EPOCH 15 - PROGRESS: at 29.57% examples, 732812 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:21,428 : INFO : EPOCH 15 - PROGRESS: at 29.92% examples, 732837 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:22,434 : INFO : EPOCH 15 - PROGRESS: at 30.26% examples, 732956 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:23,454 : INFO : EPOCH 15 - PROGRESS: at 30.62% examples, 732874 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:24,454 : INFO : EPOCH 15 - PROGRESS: at 30.99% examples, 732941 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:32:25,455 : INFO : EPOCH 15 - PROGRESS: at 31.37% examples, 732798 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:32:26,460 : INFO : EPOCH 15 - PROGRESS: at 31.71% examples, 732778 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:27,473 : INFO : EPOCH 15 - PROGRESS: at 32.06% examples, 732760 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:32:28,476 : INFO : EPOCH 15 - PROGRESS: at 32.43% examples, 732712 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:32:29,479 : INFO : EPOCH 15 - PROGRESS: at 32.76% examples, 732664 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:30,488 : INFO : EPOCH 15 - PROGRESS: at 33.12% examples, 732755 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:31,490 : INFO : EPOCH 15 - PROGRESS: at 33.49% examples, 732850 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:32,500 : INFO : EPOCH 15 - PROGRESS: at 33.83% examples, 732808 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:33,502 : INFO : EPOCH 15 - PROGRESS: at 34.18% examples, 732906 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:34,509 : INFO : EPOCH 15 - PROGRESS: at 34.51% examples, 732901 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:35,511 : INFO : EPOCH 15 - PROGRESS: at 34.89% examples, 732929 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:36,519 : INFO : EPOCH 15 - PROGRESS: at 35.22% examples, 732920 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:37,531 : INFO : EPOCH 15 - PROGRESS: at 35.58% examples, 732932 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:38,542 : INFO : EPOCH 15 - PROGRESS: at 35.93% examples, 732931 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:39,542 : INFO : EPOCH 15 - PROGRESS: at 36.28% examples, 733091 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:40,557 : INFO : EPOCH 15 - PROGRESS: at 36.62% examples, 733021 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:41,559 : INFO : EPOCH 15 - PROGRESS: at 36.95% examples, 733111 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:42,565 : INFO : EPOCH 15 - PROGRESS: at 37.30% examples, 733135 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:43,570 : INFO : EPOCH 15 - PROGRESS: at 37.67% examples, 733130 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:44,570 : INFO : EPOCH 15 - PROGRESS: at 38.03% examples, 733168 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:45,576 : INFO : EPOCH 15 - PROGRESS: at 38.40% examples, 733115 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:46,599 : INFO : EPOCH 15 - PROGRESS: at 38.76% examples, 733016 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:47,601 : INFO : EPOCH 15 - PROGRESS: at 39.12% examples, 733067 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:48,604 : INFO : EPOCH 15 - PROGRESS: at 39.47% examples, 733055 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:49,612 : INFO : EPOCH 15 - PROGRESS: at 39.84% examples, 733097 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:32:50,623 : INFO : EPOCH 15 - PROGRESS: at 40.19% examples, 733044 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:51,633 : INFO : EPOCH 15 - PROGRESS: at 40.53% examples, 733118 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:52,635 : INFO : EPOCH 15 - PROGRESS: at 40.89% examples, 733210 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:53,635 : INFO : EPOCH 15 - PROGRESS: at 41.25% examples, 733166 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:54,650 : INFO : EPOCH 15 - PROGRESS: at 41.61% examples, 733195 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:55,658 : INFO : EPOCH 15 - PROGRESS: at 41.97% examples, 733184 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:56,682 : INFO : EPOCH 15 - PROGRESS: at 42.33% examples, 733136 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:57,686 : INFO : EPOCH 15 - PROGRESS: at 42.70% examples, 733150 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:58,689 : INFO : EPOCH 15 - PROGRESS: at 43.03% examples, 733125 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:32:59,695 : INFO : EPOCH 15 - PROGRESS: at 43.38% examples, 732855 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:00,723 : INFO : EPOCH 15 - PROGRESS: at 43.70% examples, 732567 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:01,728 : INFO : EPOCH 15 - PROGRESS: at 44.08% examples, 732323 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:02,740 : INFO : EPOCH 15 - PROGRESS: at 44.42% examples, 731823 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:03,743 : INFO : EPOCH 15 - PROGRESS: at 44.72% examples, 730687 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:04,753 : INFO : EPOCH 15 - PROGRESS: at 45.08% examples, 730544 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:05,757 : INFO : EPOCH 15 - PROGRESS: at 45.44% examples, 730534 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:33:06,775 : INFO : EPOCH 15 - PROGRESS: at 45.78% examples, 730532 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:07,781 : INFO : EPOCH 15 - PROGRESS: at 46.18% examples, 730579 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:08,796 : INFO : EPOCH 15 - PROGRESS: at 46.55% examples, 730537 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:09,809 : INFO : EPOCH 15 - PROGRESS: at 46.91% examples, 730577 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:10,817 : INFO : EPOCH 15 - PROGRESS: at 47.28% examples, 730607 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:11,820 : INFO : EPOCH 15 - PROGRESS: at 47.65% examples, 730612 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:12,824 : INFO : EPOCH 15 - PROGRESS: at 48.03% examples, 730556 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:13,839 : INFO : EPOCH 15 - PROGRESS: at 48.40% examples, 730521 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:14,841 : INFO : EPOCH 15 - PROGRESS: at 48.76% examples, 730545 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:15,846 : INFO : EPOCH 15 - PROGRESS: at 49.12% examples, 730560 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:16,857 : INFO : EPOCH 15 - PROGRESS: at 49.45% examples, 730600 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:17,873 : INFO : EPOCH 15 - PROGRESS: at 49.82% examples, 730586 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:33:18,881 : INFO : EPOCH 15 - PROGRESS: at 50.17% examples, 730657 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:19,881 : INFO : EPOCH 15 - PROGRESS: at 50.52% examples, 730712 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:20,889 : INFO : EPOCH 15 - PROGRESS: at 50.88% examples, 730767 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:21,894 : INFO : EPOCH 15 - PROGRESS: at 51.22% examples, 730777 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:22,903 : INFO : EPOCH 15 - PROGRESS: at 51.61% examples, 730795 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:23,919 : INFO : EPOCH 15 - PROGRESS: at 51.95% examples, 730807 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:24,927 : INFO : EPOCH 15 - PROGRESS: at 52.33% examples, 730771 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:25,933 : INFO : EPOCH 15 - PROGRESS: at 52.69% examples, 730740 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:26,937 : INFO : EPOCH 15 - PROGRESS: at 53.03% examples, 730811 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:27,938 : INFO : EPOCH 15 - PROGRESS: at 53.38% examples, 730840 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:28,951 : INFO : EPOCH 15 - PROGRESS: at 53.73% examples, 730921 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:29,955 : INFO : EPOCH 15 - PROGRESS: at 54.06% examples, 730993 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:30,958 : INFO : EPOCH 15 - PROGRESS: at 54.41% examples, 730907 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:31,958 : INFO : EPOCH 15 - PROGRESS: at 54.77% examples, 730842 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:32,960 : INFO : EPOCH 15 - PROGRESS: at 55.11% examples, 730887 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:33,965 : INFO : EPOCH 15 - PROGRESS: at 55.44% examples, 731017 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:34,966 : INFO : EPOCH 15 - PROGRESS: at 55.75% examples, 730992 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:35,979 : INFO : EPOCH 15 - PROGRESS: at 56.11% examples, 731061 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:37,009 : INFO : EPOCH 15 - PROGRESS: at 56.47% examples, 731031 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:38,010 : INFO : EPOCH 15 - PROGRESS: at 56.83% examples, 731052 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:39,015 : INFO : EPOCH 15 - PROGRESS: at 57.19% examples, 731057 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:40,023 : INFO : EPOCH 15 - PROGRESS: at 57.52% examples, 731118 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:41,028 : INFO : EPOCH 15 - PROGRESS: at 57.90% examples, 731128 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:42,029 : INFO : EPOCH 15 - PROGRESS: at 58.24% examples, 731113 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:43,043 : INFO : EPOCH 15 - PROGRESS: at 58.58% examples, 731087 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:44,048 : INFO : EPOCH 15 - PROGRESS: at 58.93% examples, 731151 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:33:45,053 : INFO : EPOCH 15 - PROGRESS: at 59.31% examples, 731085 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:46,056 : INFO : EPOCH 15 - PROGRESS: at 59.67% examples, 731103 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:47,077 : INFO : EPOCH 15 - PROGRESS: at 60.02% examples, 731117 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:33:48,089 : INFO : EPOCH 15 - PROGRESS: at 60.37% examples, 731160 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:33:49,098 : INFO : EPOCH 15 - PROGRESS: at 60.72% examples, 731205 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:33:50,103 : INFO : EPOCH 15 - PROGRESS: at 61.10% examples, 731160 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:51,114 : INFO : EPOCH 15 - PROGRESS: at 61.47% examples, 731106 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:52,120 : INFO : EPOCH 15 - PROGRESS: at 61.83% examples, 731173 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:53,129 : INFO : EPOCH 15 - PROGRESS: at 62.19% examples, 731177 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:54,151 : INFO : EPOCH 15 - PROGRESS: at 62.57% examples, 731118 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:55,162 : INFO : EPOCH 15 - PROGRESS: at 62.92% examples, 731201 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:56,172 : INFO : EPOCH 15 - PROGRESS: at 63.29% examples, 731233 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:57,173 : INFO : EPOCH 15 - PROGRESS: at 63.67% examples, 731286 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:58,189 : INFO : EPOCH 15 - PROGRESS: at 64.02% examples, 731284 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:33:59,190 : INFO : EPOCH 15 - PROGRESS: at 64.37% examples, 731319 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:00,193 : INFO : EPOCH 15 - PROGRESS: at 64.73% examples, 731333 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:01,196 : INFO : EPOCH 15 - PROGRESS: at 65.08% examples, 731393 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:02,197 : INFO : EPOCH 15 - PROGRESS: at 65.45% examples, 731367 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:03,211 : INFO : EPOCH 15 - PROGRESS: at 65.81% examples, 731381 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:34:04,241 : INFO : EPOCH 15 - PROGRESS: at 66.17% examples, 731369 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:05,245 : INFO : EPOCH 15 - PROGRESS: at 66.55% examples, 731418 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:06,249 : INFO : EPOCH 15 - PROGRESS: at 66.91% examples, 731396 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:07,250 : INFO : EPOCH 15 - PROGRESS: at 67.26% examples, 731384 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:08,250 : INFO : EPOCH 15 - PROGRESS: at 67.60% examples, 731400 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:09,250 : INFO : EPOCH 15 - PROGRESS: at 67.96% examples, 731386 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:10,264 : INFO : EPOCH 15 - PROGRESS: at 68.31% examples, 731343 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:11,280 : INFO : EPOCH 15 - PROGRESS: at 68.67% examples, 731352 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:12,286 : INFO : EPOCH 15 - PROGRESS: at 69.00% examples, 731431 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:13,287 : INFO : EPOCH 15 - PROGRESS: at 69.34% examples, 731494 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:14,300 : INFO : EPOCH 15 - PROGRESS: at 69.71% examples, 731441 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:15,301 : INFO : EPOCH 15 - PROGRESS: at 70.06% examples, 731437 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:16,304 : INFO : EPOCH 15 - PROGRESS: at 70.42% examples, 731477 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:17,313 : INFO : EPOCH 15 - PROGRESS: at 70.78% examples, 731490 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:18,331 : INFO : EPOCH 15 - PROGRESS: at 71.13% examples, 731521 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:19,335 : INFO : EPOCH 15 - PROGRESS: at 71.48% examples, 731557 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:20,337 : INFO : EPOCH 15 - PROGRESS: at 71.85% examples, 731559 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:21,352 : INFO : EPOCH 15 - PROGRESS: at 72.23% examples, 731489 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:22,355 : INFO : EPOCH 15 - PROGRESS: at 72.61% examples, 731530 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:23,362 : INFO : EPOCH 15 - PROGRESS: at 72.96% examples, 731516 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:24,365 : INFO : EPOCH 15 - PROGRESS: at 73.32% examples, 731478 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:25,380 : INFO : EPOCH 15 - PROGRESS: at 73.67% examples, 731513 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:26,381 : INFO : EPOCH 15 - PROGRESS: at 74.00% examples, 731572 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:27,401 : INFO : EPOCH 15 - PROGRESS: at 74.34% examples, 731558 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:28,409 : INFO : EPOCH 15 - PROGRESS: at 74.70% examples, 731581 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:29,411 : INFO : EPOCH 15 - PROGRESS: at 75.05% examples, 731610 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:30,414 : INFO : EPOCH 15 - PROGRESS: at 75.40% examples, 731669 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:31,425 : INFO : EPOCH 15 - PROGRESS: at 75.73% examples, 731695 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:34:32,428 : INFO : EPOCH 15 - PROGRESS: at 76.08% examples, 731638 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:33,444 : INFO : EPOCH 15 - PROGRESS: at 76.45% examples, 731676 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:34,450 : INFO : EPOCH 15 - PROGRESS: at 76.81% examples, 731717 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:35,460 : INFO : EPOCH 15 - PROGRESS: at 77.17% examples, 731682 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:34:36,467 : INFO : EPOCH 15 - PROGRESS: at 77.52% examples, 731736 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:37,471 : INFO : EPOCH 15 - PROGRESS: at 77.86% examples, 731746 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:38,484 : INFO : EPOCH 15 - PROGRESS: at 78.23% examples, 731752 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:39,493 : INFO : EPOCH 15 - PROGRESS: at 78.58% examples, 731745 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:40,498 : INFO : EPOCH 15 - PROGRESS: at 78.94% examples, 731777 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:41,504 : INFO : EPOCH 15 - PROGRESS: at 79.26% examples, 731791 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:42,515 : INFO : EPOCH 15 - PROGRESS: at 79.61% examples, 731851 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:43,519 : INFO : EPOCH 15 - PROGRESS: at 79.98% examples, 731849 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:44,521 : INFO : EPOCH 15 - PROGRESS: at 80.33% examples, 731888 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:45,528 : INFO : EPOCH 15 - PROGRESS: at 80.68% examples, 731919 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:46,538 : INFO : EPOCH 15 - PROGRESS: at 81.03% examples, 731943 words/s, in_qsize 8, out_qsize 1
2020-07-24 13:34:47,541 : INFO : EPOCH 15 - PROGRESS: at 81.39% examples, 731919 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:48,555 : INFO : EPOCH 15 - PROGRESS: at 81.79% examples, 731890 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:49,563 : INFO : EPOCH 15 - PROGRESS: at 82.13% examples, 731938 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:50,577 : INFO : EPOCH 15 - PROGRESS: at 82.46% examples, 731889 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:51,587 : INFO : EPOCH 15 - PROGRESS: at 82.85% examples, 731913 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:52,587 : INFO : EPOCH 15 - PROGRESS: at 83.19% examples, 731969 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:53,593 : INFO : EPOCH 15 - PROGRESS: at 83.55% examples, 731992 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:54,596 : INFO : EPOCH 15 - PROGRESS: at 83.91% examples, 731966 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:55,599 : INFO : EPOCH 15 - PROGRESS: at 84.24% examples, 731964 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:56,613 : INFO : EPOCH 15 - PROGRESS: at 84.59% examples, 731910 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:57,624 : INFO : EPOCH 15 - PROGRESS: at 84.93% examples, 731965 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:34:58,634 : INFO : EPOCH 15 - PROGRESS: at 85.29% examples, 731893 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:34:59,652 : INFO : EPOCH 15 - PROGRESS: at 85.64% examples, 731931 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:00,662 : INFO : EPOCH 15 - PROGRESS: at 85.99% examples, 731922 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:01,664 : INFO : EPOCH 15 - PROGRESS: at 86.33% examples, 731940 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:02,669 : INFO : EPOCH 15 - PROGRESS: at 86.68% examples, 731959 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:03,676 : INFO : EPOCH 15 - PROGRESS: at 87.03% examples, 731936 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:04,677 : INFO : EPOCH 15 - PROGRESS: at 87.37% examples, 731934 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:05,682 : INFO : EPOCH 15 - PROGRESS: at 87.72% examples, 731939 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:06,699 : INFO : EPOCH 15 - PROGRESS: at 88.05% examples, 731951 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:07,727 : INFO : EPOCH 15 - PROGRESS: at 88.44% examples, 731940 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:08,734 : INFO : EPOCH 15 - PROGRESS: at 88.81% examples, 731969 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:35:09,737 : INFO : EPOCH 15 - PROGRESS: at 89.14% examples, 731971 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:10,740 : INFO : EPOCH 15 - PROGRESS: at 89.48% examples, 732009 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:11,744 : INFO : EPOCH 15 - PROGRESS: at 89.85% examples, 731979 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:12,748 : INFO : EPOCH 15 - PROGRESS: at 90.22% examples, 732002 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:13,749 : INFO : EPOCH 15 - PROGRESS: at 90.58% examples, 732026 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:14,752 : INFO : EPOCH 15 - PROGRESS: at 90.91% examples, 731999 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:15,760 : INFO : EPOCH 15 - PROGRESS: at 91.25% examples, 732027 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:16,764 : INFO : EPOCH 15 - PROGRESS: at 91.61% examples, 732040 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:17,766 : INFO : EPOCH 15 - PROGRESS: at 91.97% examples, 732073 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:18,778 : INFO : EPOCH 15 - PROGRESS: at 92.33% examples, 732050 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:19,784 : INFO : EPOCH 15 - PROGRESS: at 92.68% examples, 732033 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:20,786 : INFO : EPOCH 15 - PROGRESS: at 93.03% examples, 732032 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:21,787 : INFO : EPOCH 15 - PROGRESS: at 93.35% examples, 732086 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:22,791 : INFO : EPOCH 15 - PROGRESS: at 93.70% examples, 732077 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:23,793 : INFO : EPOCH 15 - PROGRESS: at 94.08% examples, 732050 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:24,800 : INFO : EPOCH 15 - PROGRESS: at 94.45% examples, 732063 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:25,802 : INFO : EPOCH 15 - PROGRESS: at 94.79% examples, 732109 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:26,817 : INFO : EPOCH 15 - PROGRESS: at 95.14% examples, 732112 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:27,820 : INFO : EPOCH 15 - PROGRESS: at 95.50% examples, 732129 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:28,827 : INFO : EPOCH 15 - PROGRESS: at 95.86% examples, 732116 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:29,847 : INFO : EPOCH 15 - PROGRESS: at 96.24% examples, 732100 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:30,852 : INFO : EPOCH 15 - PROGRESS: at 96.62% examples, 732131 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:35:31,861 : INFO : EPOCH 15 - PROGRESS: at 96.99% examples, 732138 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:32,861 : INFO : EPOCH 15 - PROGRESS: at 97.36% examples, 732124 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:33,882 : INFO : EPOCH 15 - PROGRESS: at 97.73% examples, 732125 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:34,889 : INFO : EPOCH 15 - PROGRESS: at 98.10% examples, 732130 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:35,894 : INFO : EPOCH 15 - PROGRESS: at 98.45% examples, 732121 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:36,896 : INFO : EPOCH 15 - PROGRESS: at 98.79% examples, 732121 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:37,906 : INFO : EPOCH 15 - PROGRESS: at 99.15% examples, 732118 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:35:38,915 : INFO : EPOCH 15 - PROGRESS: at 99.55% examples, 732085 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:39,921 : INFO : EPOCH 15 - PROGRESS: at 99.89% examples, 731917 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:40,207 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 13:35:40,214 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 13:35:40,217 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 13:35:40,221 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 13:35:40,222 : INFO : EPOCH - 15 : training on 266972912 raw words (207416638 effective words) took 283.4s, 731925 effective words/s
2020-07-24 13:35:41,227 : INFO : EPOCH 16 - PROGRESS: at 0.34% examples, 677390 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:42,246 : INFO : EPOCH 16 - PROGRESS: at 0.66% examples, 685635 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:43,260 : INFO : EPOCH 16 - PROGRESS: at 0.95% examples, 659712 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:44,271 : INFO : EPOCH 16 - PROGRESS: at 1.30% examples, 655259 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:45,284 : INFO : EPOCH 16 - PROGRESS: at 1.65% examples, 667759 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:46,296 : INFO : EPOCH 16 - PROGRESS: at 2.02% examples, 678173 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:47,305 : INFO : EPOCH 16 - PROGRESS: at 2.39% examples, 684664 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:48,312 : INFO : EPOCH 16 - PROGRESS: at 2.74% examples, 690454 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:49,312 : INFO : EPOCH 16 - PROGRESS: at 3.10% examples, 694676 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:50,333 : INFO : EPOCH 16 - PROGRESS: at 3.45% examples, 697465 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:51,346 : INFO : EPOCH 16 - PROGRESS: at 3.81% examples, 699641 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:52,355 : INFO : EPOCH 16 - PROGRESS: at 4.17% examples, 702316 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:53,358 : INFO : EPOCH 16 - PROGRESS: at 4.55% examples, 703879 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:54,363 : INFO : EPOCH 16 - PROGRESS: at 4.93% examples, 705370 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:55,371 : INFO : EPOCH 16 - PROGRESS: at 5.27% examples, 706925 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:56,375 : INFO : EPOCH 16 - PROGRESS: at 5.60% examples, 707672 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:57,393 : INFO : EPOCH 16 - PROGRESS: at 5.96% examples, 709955 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:58,398 : INFO : EPOCH 16 - PROGRESS: at 6.32% examples, 710577 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:35:59,403 : INFO : EPOCH 16 - PROGRESS: at 6.68% examples, 711073 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:00,403 : INFO : EPOCH 16 - PROGRESS: at 7.03% examples, 711677 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:01,412 : INFO : EPOCH 16 - PROGRESS: at 7.38% examples, 712363 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:02,421 : INFO : EPOCH 16 - PROGRESS: at 7.73% examples, 713797 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:03,425 : INFO : EPOCH 16 - PROGRESS: at 8.07% examples, 714556 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:04,429 : INFO : EPOCH 16 - PROGRESS: at 8.42% examples, 715029 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:05,439 : INFO : EPOCH 16 - PROGRESS: at 8.75% examples, 715675 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:06,448 : INFO : EPOCH 16 - PROGRESS: at 9.08% examples, 716463 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:36:07,451 : INFO : EPOCH 16 - PROGRESS: at 9.43% examples, 717349 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:08,455 : INFO : EPOCH 16 - PROGRESS: at 9.76% examples, 717404 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:09,473 : INFO : EPOCH 16 - PROGRESS: at 10.13% examples, 717716 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:10,483 : INFO : EPOCH 16 - PROGRESS: at 10.47% examples, 718017 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:11,497 : INFO : EPOCH 16 - PROGRESS: at 10.82% examples, 718677 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:12,500 : INFO : EPOCH 16 - PROGRESS: at 11.18% examples, 719194 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:13,501 : INFO : EPOCH 16 - PROGRESS: at 11.55% examples, 719171 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:14,519 : INFO : EPOCH 16 - PROGRESS: at 11.91% examples, 719216 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:36:15,533 : INFO : EPOCH 16 - PROGRESS: at 12.30% examples, 719436 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:16,538 : INFO : EPOCH 16 - PROGRESS: at 12.65% examples, 719749 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:17,542 : INFO : EPOCH 16 - PROGRESS: at 12.98% examples, 720210 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:36:18,543 : INFO : EPOCH 16 - PROGRESS: at 13.34% examples, 720153 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:19,545 : INFO : EPOCH 16 - PROGRESS: at 13.70% examples, 720697 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:20,546 : INFO : EPOCH 16 - PROGRESS: at 14.06% examples, 720710 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:21,552 : INFO : EPOCH 16 - PROGRESS: at 14.43% examples, 720858 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:22,557 : INFO : EPOCH 16 - PROGRESS: at 14.77% examples, 720983 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:23,564 : INFO : EPOCH 16 - PROGRESS: at 15.12% examples, 720944 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:24,566 : INFO : EPOCH 16 - PROGRESS: at 15.47% examples, 721269 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:25,578 : INFO : EPOCH 16 - PROGRESS: at 15.83% examples, 721565 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:26,581 : INFO : EPOCH 16 - PROGRESS: at 16.17% examples, 721485 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:27,582 : INFO : EPOCH 16 - PROGRESS: at 16.52% examples, 721536 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:28,599 : INFO : EPOCH 16 - PROGRESS: at 16.89% examples, 721436 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:29,610 : INFO : EPOCH 16 - PROGRESS: at 17.26% examples, 721600 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:30,610 : INFO : EPOCH 16 - PROGRESS: at 17.61% examples, 722005 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:31,615 : INFO : EPOCH 16 - PROGRESS: at 17.95% examples, 721898 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:32,623 : INFO : EPOCH 16 - PROGRESS: at 18.31% examples, 722122 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:33,640 : INFO : EPOCH 16 - PROGRESS: at 18.67% examples, 722185 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:34,645 : INFO : EPOCH 16 - PROGRESS: at 19.02% examples, 722432 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:36:35,655 : INFO : EPOCH 16 - PROGRESS: at 19.39% examples, 722329 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:36,661 : INFO : EPOCH 16 - PROGRESS: at 19.74% examples, 722631 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:37,672 : INFO : EPOCH 16 - PROGRESS: at 20.07% examples, 722691 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:38,690 : INFO : EPOCH 16 - PROGRESS: at 20.41% examples, 722749 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:39,698 : INFO : EPOCH 16 - PROGRESS: at 20.78% examples, 722883 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:40,712 : INFO : EPOCH 16 - PROGRESS: at 21.15% examples, 723106 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:41,725 : INFO : EPOCH 16 - PROGRESS: at 21.49% examples, 723280 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:36:42,730 : INFO : EPOCH 16 - PROGRESS: at 21.85% examples, 723486 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:43,734 : INFO : EPOCH 16 - PROGRESS: at 22.21% examples, 723507 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:44,737 : INFO : EPOCH 16 - PROGRESS: at 22.56% examples, 723605 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:45,742 : INFO : EPOCH 16 - PROGRESS: at 22.89% examples, 723727 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:46,752 : INFO : EPOCH 16 - PROGRESS: at 23.25% examples, 723604 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:47,765 : INFO : EPOCH 16 - PROGRESS: at 23.63% examples, 723612 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:48,776 : INFO : EPOCH 16 - PROGRESS: at 23.94% examples, 723772 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:49,794 : INFO : EPOCH 16 - PROGRESS: at 24.30% examples, 723961 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:50,804 : INFO : EPOCH 16 - PROGRESS: at 24.63% examples, 724181 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:51,820 : INFO : EPOCH 16 - PROGRESS: at 25.01% examples, 724134 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:52,825 : INFO : EPOCH 16 - PROGRESS: at 25.38% examples, 724186 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:53,826 : INFO : EPOCH 16 - PROGRESS: at 25.73% examples, 724364 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:54,836 : INFO : EPOCH 16 - PROGRESS: at 26.11% examples, 724237 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:55,854 : INFO : EPOCH 16 - PROGRESS: at 26.47% examples, 724059 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:56,882 : INFO : EPOCH 16 - PROGRESS: at 26.83% examples, 724165 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:57,886 : INFO : EPOCH 16 - PROGRESS: at 27.19% examples, 724416 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:58,914 : INFO : EPOCH 16 - PROGRESS: at 27.53% examples, 724373 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:36:59,923 : INFO : EPOCH 16 - PROGRESS: at 27.89% examples, 724592 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:37:00,938 : INFO : EPOCH 16 - PROGRESS: at 28.27% examples, 724577 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:01,941 : INFO : EPOCH 16 - PROGRESS: at 28.63% examples, 724788 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:02,946 : INFO : EPOCH 16 - PROGRESS: at 28.98% examples, 724625 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:03,950 : INFO : EPOCH 16 - PROGRESS: at 29.32% examples, 724756 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:04,960 : INFO : EPOCH 16 - PROGRESS: at 29.67% examples, 724756 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:05,971 : INFO : EPOCH 16 - PROGRESS: at 29.99% examples, 724908 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:37:06,974 : INFO : EPOCH 16 - PROGRESS: at 30.33% examples, 724997 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:07,978 : INFO : EPOCH 16 - PROGRESS: at 30.71% examples, 725082 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:08,981 : INFO : EPOCH 16 - PROGRESS: at 31.05% examples, 725022 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:09,986 : INFO : EPOCH 16 - PROGRESS: at 31.45% examples, 725000 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:10,988 : INFO : EPOCH 16 - PROGRESS: at 31.77% examples, 725109 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:12,004 : INFO : EPOCH 16 - PROGRESS: at 32.13% examples, 725071 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:13,013 : INFO : EPOCH 16 - PROGRESS: at 32.49% examples, 725092 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:14,032 : INFO : EPOCH 16 - PROGRESS: at 32.84% examples, 725120 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:15,047 : INFO : EPOCH 16 - PROGRESS: at 33.19% examples, 725121 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:37:16,057 : INFO : EPOCH 16 - PROGRESS: at 33.54% examples, 725146 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:17,061 : INFO : EPOCH 16 - PROGRESS: at 33.87% examples, 725174 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:18,072 : INFO : EPOCH 16 - PROGRESS: at 34.24% examples, 725254 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:19,074 : INFO : EPOCH 16 - PROGRESS: at 34.57% examples, 725328 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:20,088 : INFO : EPOCH 16 - PROGRESS: at 34.93% examples, 725266 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:21,090 : INFO : EPOCH 16 - PROGRESS: at 35.27% examples, 725313 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:22,094 : INFO : EPOCH 16 - PROGRESS: at 35.62% examples, 725281 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:23,113 : INFO : EPOCH 16 - PROGRESS: at 35.98% examples, 725270 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:24,113 : INFO : EPOCH 16 - PROGRESS: at 36.33% examples, 725480 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:25,125 : INFO : EPOCH 16 - PROGRESS: at 36.65% examples, 725510 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:37:26,136 : INFO : EPOCH 16 - PROGRESS: at 36.99% examples, 725647 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:27,143 : INFO : EPOCH 16 - PROGRESS: at 37.34% examples, 725645 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:28,155 : INFO : EPOCH 16 - PROGRESS: at 37.70% examples, 725589 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:29,161 : INFO : EPOCH 16 - PROGRESS: at 38.05% examples, 725580 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:30,163 : INFO : EPOCH 16 - PROGRESS: at 38.43% examples, 725524 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:31,165 : INFO : EPOCH 16 - PROGRESS: at 38.77% examples, 725588 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:32,183 : INFO : EPOCH 16 - PROGRESS: at 39.13% examples, 725547 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:33,193 : INFO : EPOCH 16 - PROGRESS: at 39.49% examples, 725623 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:34,198 : INFO : EPOCH 16 - PROGRESS: at 39.86% examples, 725696 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:35,203 : INFO : EPOCH 16 - PROGRESS: at 40.20% examples, 725719 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:37:36,205 : INFO : EPOCH 16 - PROGRESS: at 40.54% examples, 725794 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:37,216 : INFO : EPOCH 16 - PROGRESS: at 40.90% examples, 725765 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:38,219 : INFO : EPOCH 16 - PROGRESS: at 41.25% examples, 725840 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:39,237 : INFO : EPOCH 16 - PROGRESS: at 41.61% examples, 725789 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:40,259 : INFO : EPOCH 16 - PROGRESS: at 41.97% examples, 725750 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:41,273 : INFO : EPOCH 16 - PROGRESS: at 42.33% examples, 725820 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:42,276 : INFO : EPOCH 16 - PROGRESS: at 42.70% examples, 725785 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:43,301 : INFO : EPOCH 16 - PROGRESS: at 43.03% examples, 725807 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:44,308 : INFO : EPOCH 16 - PROGRESS: at 43.39% examples, 725799 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:45,315 : INFO : EPOCH 16 - PROGRESS: at 43.72% examples, 725726 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:46,326 : INFO : EPOCH 16 - PROGRESS: at 44.12% examples, 725756 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:47,327 : INFO : EPOCH 16 - PROGRESS: at 44.47% examples, 725711 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:48,332 : INFO : EPOCH 16 - PROGRESS: at 44.86% examples, 725733 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:49,336 : INFO : EPOCH 16 - PROGRESS: at 45.21% examples, 725714 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:50,337 : INFO : EPOCH 16 - PROGRESS: at 45.55% examples, 725658 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:51,358 : INFO : EPOCH 16 - PROGRESS: at 45.91% examples, 725663 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:52,360 : INFO : EPOCH 16 - PROGRESS: at 46.30% examples, 725624 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:53,371 : INFO : EPOCH 16 - PROGRESS: at 46.66% examples, 725699 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:54,374 : INFO : EPOCH 16 - PROGRESS: at 47.02% examples, 725727 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:55,375 : INFO : EPOCH 16 - PROGRESS: at 47.39% examples, 725652 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:56,382 : INFO : EPOCH 16 - PROGRESS: at 47.75% examples, 725698 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:57,405 : INFO : EPOCH 16 - PROGRESS: at 48.13% examples, 725652 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:58,411 : INFO : EPOCH 16 - PROGRESS: at 48.49% examples, 725684 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:37:59,412 : INFO : EPOCH 16 - PROGRESS: at 48.85% examples, 725691 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:00,418 : INFO : EPOCH 16 - PROGRESS: at 49.19% examples, 725643 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:01,428 : INFO : EPOCH 16 - PROGRESS: at 49.54% examples, 725669 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:02,438 : INFO : EPOCH 16 - PROGRESS: at 49.89% examples, 725702 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:03,438 : INFO : EPOCH 16 - PROGRESS: at 50.24% examples, 725715 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:04,440 : INFO : EPOCH 16 - PROGRESS: at 50.59% examples, 725756 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:05,448 : INFO : EPOCH 16 - PROGRESS: at 50.94% examples, 725742 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:06,450 : INFO : EPOCH 16 - PROGRESS: at 51.29% examples, 725802 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:07,458 : INFO : EPOCH 16 - PROGRESS: at 51.65% examples, 725801 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:08,462 : INFO : EPOCH 16 - PROGRESS: at 52.01% examples, 725863 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:38:09,466 : INFO : EPOCH 16 - PROGRESS: at 52.38% examples, 725817 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:10,472 : INFO : EPOCH 16 - PROGRESS: at 52.75% examples, 725857 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:11,478 : INFO : EPOCH 16 - PROGRESS: at 53.08% examples, 725863 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:12,490 : INFO : EPOCH 16 - PROGRESS: at 53.43% examples, 725833 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:13,501 : INFO : EPOCH 16 - PROGRESS: at 53.78% examples, 725926 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:14,509 : INFO : EPOCH 16 - PROGRESS: at 54.09% examples, 725924 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:15,511 : INFO : EPOCH 16 - PROGRESS: at 54.45% examples, 725910 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:16,515 : INFO : EPOCH 16 - PROGRESS: at 54.81% examples, 725928 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:17,519 : INFO : EPOCH 16 - PROGRESS: at 55.15% examples, 726011 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:18,535 : INFO : EPOCH 16 - PROGRESS: at 55.48% examples, 726013 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:19,536 : INFO : EPOCH 16 - PROGRESS: at 55.79% examples, 725912 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:20,543 : INFO : EPOCH 16 - PROGRESS: at 56.12% examples, 725715 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:21,544 : INFO : EPOCH 16 - PROGRESS: at 56.45% examples, 725590 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:22,546 : INFO : EPOCH 16 - PROGRESS: at 56.78% examples, 725343 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:23,562 : INFO : EPOCH 16 - PROGRESS: at 57.08% examples, 724524 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:24,581 : INFO : EPOCH 16 - PROGRESS: at 57.39% examples, 724212 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:25,597 : INFO : EPOCH 16 - PROGRESS: at 57.77% examples, 724239 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:26,615 : INFO : EPOCH 16 - PROGRESS: at 58.11% examples, 724306 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:27,619 : INFO : EPOCH 16 - PROGRESS: at 58.46% examples, 724338 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:28,623 : INFO : EPOCH 16 - PROGRESS: at 58.80% examples, 724376 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:29,625 : INFO : EPOCH 16 - PROGRESS: at 59.18% examples, 724413 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:30,629 : INFO : EPOCH 16 - PROGRESS: at 59.55% examples, 724481 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:31,634 : INFO : EPOCH 16 - PROGRESS: at 59.88% examples, 724469 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:32,634 : INFO : EPOCH 16 - PROGRESS: at 60.22% examples, 724535 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:33,645 : INFO : EPOCH 16 - PROGRESS: at 60.58% examples, 724527 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:38:34,657 : INFO : EPOCH 16 - PROGRESS: at 60.94% examples, 724559 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:35,669 : INFO : EPOCH 16 - PROGRESS: at 61.31% examples, 724503 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:36,670 : INFO : EPOCH 16 - PROGRESS: at 61.69% examples, 724586 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:37,674 : INFO : EPOCH 16 - PROGRESS: at 62.04% examples, 724567 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:38,678 : INFO : EPOCH 16 - PROGRESS: at 62.40% examples, 724653 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:39,706 : INFO : EPOCH 16 - PROGRESS: at 62.76% examples, 724602 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:40,724 : INFO : EPOCH 16 - PROGRESS: at 63.13% examples, 724664 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:41,727 : INFO : EPOCH 16 - PROGRESS: at 63.51% examples, 724647 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:42,742 : INFO : EPOCH 16 - PROGRESS: at 63.85% examples, 724702 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:43,743 : INFO : EPOCH 16 - PROGRESS: at 64.20% examples, 724766 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:38:44,754 : INFO : EPOCH 16 - PROGRESS: at 64.56% examples, 724782 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:45,764 : INFO : EPOCH 16 - PROGRESS: at 64.91% examples, 724890 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:46,768 : INFO : EPOCH 16 - PROGRESS: at 65.28% examples, 724878 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:47,784 : INFO : EPOCH 16 - PROGRESS: at 65.63% examples, 724886 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:48,795 : INFO : EPOCH 16 - PROGRESS: at 65.99% examples, 724936 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:49,802 : INFO : EPOCH 16 - PROGRESS: at 66.37% examples, 724952 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:50,804 : INFO : EPOCH 16 - PROGRESS: at 66.72% examples, 724961 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:51,808 : INFO : EPOCH 16 - PROGRESS: at 67.09% examples, 724917 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:52,810 : INFO : EPOCH 16 - PROGRESS: at 67.43% examples, 724974 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:53,823 : INFO : EPOCH 16 - PROGRESS: at 67.78% examples, 724976 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:54,824 : INFO : EPOCH 16 - PROGRESS: at 68.12% examples, 724963 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:55,839 : INFO : EPOCH 16 - PROGRESS: at 68.47% examples, 724997 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:56,840 : INFO : EPOCH 16 - PROGRESS: at 68.83% examples, 725021 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:57,844 : INFO : EPOCH 16 - PROGRESS: at 69.17% examples, 725100 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:58,852 : INFO : EPOCH 16 - PROGRESS: at 69.49% examples, 725093 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:38:59,858 : INFO : EPOCH 16 - PROGRESS: at 69.87% examples, 725084 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:00,869 : INFO : EPOCH 16 - PROGRESS: at 70.22% examples, 725081 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:01,869 : INFO : EPOCH 16 - PROGRESS: at 70.57% examples, 725167 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:02,870 : INFO : EPOCH 16 - PROGRESS: at 70.92% examples, 725160 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:03,873 : INFO : EPOCH 16 - PROGRESS: at 71.26% examples, 725195 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:04,884 : INFO : EPOCH 16 - PROGRESS: at 71.62% examples, 725156 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:05,888 : INFO : EPOCH 16 - PROGRESS: at 72.00% examples, 725219 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:06,901 : INFO : EPOCH 16 - PROGRESS: at 72.39% examples, 725156 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:07,904 : INFO : EPOCH 16 - PROGRESS: at 72.74% examples, 725173 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:39:08,916 : INFO : EPOCH 16 - PROGRESS: at 73.09% examples, 725242 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:09,925 : INFO : EPOCH 16 - PROGRESS: at 73.46% examples, 725209 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:10,927 : INFO : EPOCH 16 - PROGRESS: at 73.79% examples, 725334 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:11,927 : INFO : EPOCH 16 - PROGRESS: at 74.12% examples, 725318 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:12,949 : INFO : EPOCH 16 - PROGRESS: at 74.47% examples, 725284 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:39:13,956 : INFO : EPOCH 16 - PROGRESS: at 74.81% examples, 725373 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:14,964 : INFO : EPOCH 16 - PROGRESS: at 75.17% examples, 725400 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:15,970 : INFO : EPOCH 16 - PROGRESS: at 75.51% examples, 725356 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:16,977 : INFO : EPOCH 16 - PROGRESS: at 75.84% examples, 725418 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:17,978 : INFO : EPOCH 16 - PROGRESS: at 76.20% examples, 725376 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:18,982 : INFO : EPOCH 16 - PROGRESS: at 76.55% examples, 725417 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:19,994 : INFO : EPOCH 16 - PROGRESS: at 76.91% examples, 725411 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:20,999 : INFO : EPOCH 16 - PROGRESS: at 77.26% examples, 725449 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:22,010 : INFO : EPOCH 16 - PROGRESS: at 77.59% examples, 725439 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:23,023 : INFO : EPOCH 16 - PROGRESS: at 77.96% examples, 725471 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:24,031 : INFO : EPOCH 16 - PROGRESS: at 78.33% examples, 725487 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:25,040 : INFO : EPOCH 16 - PROGRESS: at 78.67% examples, 725470 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:26,056 : INFO : EPOCH 16 - PROGRESS: at 79.01% examples, 725507 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:27,056 : INFO : EPOCH 16 - PROGRESS: at 79.34% examples, 725601 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:28,064 : INFO : EPOCH 16 - PROGRESS: at 79.71% examples, 725620 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:29,077 : INFO : EPOCH 16 - PROGRESS: at 80.07% examples, 725621 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:30,079 : INFO : EPOCH 16 - PROGRESS: at 80.40% examples, 725655 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:31,091 : INFO : EPOCH 16 - PROGRESS: at 80.76% examples, 725691 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:32,092 : INFO : EPOCH 16 - PROGRESS: at 81.10% examples, 725706 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:33,096 : INFO : EPOCH 16 - PROGRESS: at 81.46% examples, 725698 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:34,101 : INFO : EPOCH 16 - PROGRESS: at 81.85% examples, 725700 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:35,114 : INFO : EPOCH 16 - PROGRESS: at 82.18% examples, 725731 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:39:36,119 : INFO : EPOCH 16 - PROGRESS: at 82.53% examples, 725700 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:37,119 : INFO : EPOCH 16 - PROGRESS: at 82.89% examples, 725744 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:38,130 : INFO : EPOCH 16 - PROGRESS: at 83.23% examples, 725740 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:39,130 : INFO : EPOCH 16 - PROGRESS: at 83.59% examples, 725760 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:40,136 : INFO : EPOCH 16 - PROGRESS: at 83.97% examples, 725824 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:41,146 : INFO : EPOCH 16 - PROGRESS: at 84.28% examples, 725841 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:42,155 : INFO : EPOCH 16 - PROGRESS: at 84.64% examples, 725797 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:43,163 : INFO : EPOCH 16 - PROGRESS: at 84.97% examples, 725846 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:39:44,173 : INFO : EPOCH 16 - PROGRESS: at 85.34% examples, 725797 words/s, in_qsize 5, out_qsize 2
2020-07-24 13:39:45,176 : INFO : EPOCH 16 - PROGRESS: at 85.69% examples, 725822 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:46,210 : INFO : EPOCH 16 - PROGRESS: at 86.03% examples, 725833 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:47,216 : INFO : EPOCH 16 - PROGRESS: at 86.37% examples, 725897 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:48,228 : INFO : EPOCH 16 - PROGRESS: at 86.72% examples, 725901 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:49,239 : INFO : EPOCH 16 - PROGRESS: at 87.08% examples, 725905 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:50,242 : INFO : EPOCH 16 - PROGRESS: at 87.41% examples, 725960 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:51,251 : INFO : EPOCH 16 - PROGRESS: at 87.77% examples, 725951 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:39:52,256 : INFO : EPOCH 16 - PROGRESS: at 88.10% examples, 725990 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:53,267 : INFO : EPOCH 16 - PROGRESS: at 88.48% examples, 726036 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:54,273 : INFO : EPOCH 16 - PROGRESS: at 88.85% examples, 726010 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:55,285 : INFO : EPOCH 16 - PROGRESS: at 89.17% examples, 726043 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:39:56,291 : INFO : EPOCH 16 - PROGRESS: at 89.53% examples, 726088 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:57,292 : INFO : EPOCH 16 - PROGRESS: at 89.88% examples, 726101 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:58,297 : INFO : EPOCH 16 - PROGRESS: at 90.25% examples, 726089 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:39:59,298 : INFO : EPOCH 16 - PROGRESS: at 90.60% examples, 726102 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:00,309 : INFO : EPOCH 16 - PROGRESS: at 90.93% examples, 726089 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:01,317 : INFO : EPOCH 16 - PROGRESS: at 91.27% examples, 726089 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:02,318 : INFO : EPOCH 16 - PROGRESS: at 91.62% examples, 726116 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:03,329 : INFO : EPOCH 16 - PROGRESS: at 91.99% examples, 726146 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:04,329 : INFO : EPOCH 16 - PROGRESS: at 92.34% examples, 726154 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:05,345 : INFO : EPOCH 16 - PROGRESS: at 92.70% examples, 726161 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:40:06,345 : INFO : EPOCH 16 - PROGRESS: at 93.04% examples, 726176 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:07,364 : INFO : EPOCH 16 - PROGRESS: at 93.37% examples, 726209 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:08,373 : INFO : EPOCH 16 - PROGRESS: at 93.72% examples, 726214 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:40:09,378 : INFO : EPOCH 16 - PROGRESS: at 94.09% examples, 726203 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:10,387 : INFO : EPOCH 16 - PROGRESS: at 94.47% examples, 726196 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:11,394 : INFO : EPOCH 16 - PROGRESS: at 94.80% examples, 726244 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:40:12,396 : INFO : EPOCH 16 - PROGRESS: at 95.15% examples, 726264 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:13,397 : INFO : EPOCH 16 - PROGRESS: at 95.50% examples, 726251 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:14,407 : INFO : EPOCH 16 - PROGRESS: at 95.86% examples, 726256 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:15,407 : INFO : EPOCH 16 - PROGRESS: at 96.24% examples, 726290 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:16,408 : INFO : EPOCH 16 - PROGRESS: at 96.61% examples, 726283 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:17,418 : INFO : EPOCH 16 - PROGRESS: at 96.97% examples, 726291 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:18,425 : INFO : EPOCH 16 - PROGRESS: at 97.34% examples, 726296 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:19,431 : INFO : EPOCH 16 - PROGRESS: at 97.71% examples, 726314 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:20,433 : INFO : EPOCH 16 - PROGRESS: at 98.07% examples, 726291 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:21,434 : INFO : EPOCH 16 - PROGRESS: at 98.42% examples, 726316 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:22,435 : INFO : EPOCH 16 - PROGRESS: at 98.77% examples, 726359 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:23,445 : INFO : EPOCH 16 - PROGRESS: at 99.12% examples, 726305 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:24,446 : INFO : EPOCH 16 - PROGRESS: at 99.50% examples, 726277 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:25,447 : INFO : EPOCH 16 - PROGRESS: at 99.87% examples, 726275 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:25,784 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 13:40:25,793 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 13:40:25,794 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 13:40:25,797 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 13:40:25,797 : INFO : EPOCH - 16 : training on 266972912 raw words (207412104 effective words) took 285.6s, 726308 effective words/s
2020-07-24 13:40:26,800 : INFO : EPOCH 17 - PROGRESS: at 0.36% examples, 716528 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:40:27,807 : INFO : EPOCH 17 - PROGRESS: at 0.69% examples, 726415 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:28,820 : INFO : EPOCH 17 - PROGRESS: at 1.05% examples, 724155 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:29,827 : INFO : EPOCH 17 - PROGRESS: at 1.42% examples, 723302 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:30,839 : INFO : EPOCH 17 - PROGRESS: at 1.78% examples, 724844 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:31,855 : INFO : EPOCH 17 - PROGRESS: at 2.15% examples, 724814 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:32,860 : INFO : EPOCH 17 - PROGRESS: at 2.52% examples, 725299 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:33,870 : INFO : EPOCH 17 - PROGRESS: at 2.89% examples, 725509 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:34,874 : INFO : EPOCH 17 - PROGRESS: at 3.24% examples, 726332 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:35,878 : INFO : EPOCH 17 - PROGRESS: at 3.58% examples, 727343 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:40:36,898 : INFO : EPOCH 17 - PROGRESS: at 3.95% examples, 727403 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:37,921 : INFO : EPOCH 17 - PROGRESS: at 4.34% examples, 727261 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:38,933 : INFO : EPOCH 17 - PROGRESS: at 4.72% examples, 727435 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:39,935 : INFO : EPOCH 17 - PROGRESS: at 5.07% examples, 727481 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:40:40,939 : INFO : EPOCH 17 - PROGRESS: at 5.42% examples, 728743 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:41,943 : INFO : EPOCH 17 - PROGRESS: at 5.76% examples, 729048 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:42,951 : INFO : EPOCH 17 - PROGRESS: at 6.12% examples, 729608 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:43,973 : INFO : EPOCH 17 - PROGRESS: at 6.50% examples, 729144 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:44,996 : INFO : EPOCH 17 - PROGRESS: at 6.86% examples, 729314 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:46,000 : INFO : EPOCH 17 - PROGRESS: at 7.21% examples, 729009 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:47,010 : INFO : EPOCH 17 - PROGRESS: at 7.55% examples, 729464 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:48,025 : INFO : EPOCH 17 - PROGRESS: at 7.91% examples, 729576 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:49,036 : INFO : EPOCH 17 - PROGRESS: at 8.24% examples, 730348 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:50,038 : INFO : EPOCH 17 - PROGRESS: at 8.60% examples, 730602 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:51,046 : INFO : EPOCH 17 - PROGRESS: at 8.92% examples, 730857 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:52,048 : INFO : EPOCH 17 - PROGRESS: at 9.26% examples, 730673 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:53,066 : INFO : EPOCH 17 - PROGRESS: at 9.60% examples, 730521 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:54,072 : INFO : EPOCH 17 - PROGRESS: at 9.96% examples, 731056 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:55,075 : INFO : EPOCH 17 - PROGRESS: at 10.33% examples, 730934 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:56,080 : INFO : EPOCH 17 - PROGRESS: at 10.66% examples, 730881 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:57,082 : INFO : EPOCH 17 - PROGRESS: at 11.02% examples, 731335 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:58,082 : INFO : EPOCH 17 - PROGRESS: at 11.37% examples, 731248 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:40:59,085 : INFO : EPOCH 17 - PROGRESS: at 11.74% examples, 730563 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:00,088 : INFO : EPOCH 17 - PROGRESS: at 12.08% examples, 729339 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:01,093 : INFO : EPOCH 17 - PROGRESS: at 12.44% examples, 728490 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:02,093 : INFO : EPOCH 17 - PROGRESS: at 12.77% examples, 727944 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:03,105 : INFO : EPOCH 17 - PROGRESS: at 13.08% examples, 725884 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:04,105 : INFO : EPOCH 17 - PROGRESS: at 13.38% examples, 722207 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:05,109 : INFO : EPOCH 17 - PROGRESS: at 13.73% examples, 722475 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:06,124 : INFO : EPOCH 17 - PROGRESS: at 14.10% examples, 722782 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:07,135 : INFO : EPOCH 17 - PROGRESS: at 14.48% examples, 722848 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:08,144 : INFO : EPOCH 17 - PROGRESS: at 14.82% examples, 722999 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:09,145 : INFO : EPOCH 17 - PROGRESS: at 15.17% examples, 723181 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:10,145 : INFO : EPOCH 17 - PROGRESS: at 15.52% examples, 723687 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:11,156 : INFO : EPOCH 17 - PROGRESS: at 15.88% examples, 723914 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:12,162 : INFO : EPOCH 17 - PROGRESS: at 16.23% examples, 724109 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:13,174 : INFO : EPOCH 17 - PROGRESS: at 16.59% examples, 723903 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:14,175 : INFO : EPOCH 17 - PROGRESS: at 16.96% examples, 724054 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:15,183 : INFO : EPOCH 17 - PROGRESS: at 17.33% examples, 724171 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:16,185 : INFO : EPOCH 17 - PROGRESS: at 17.67% examples, 724512 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:17,204 : INFO : EPOCH 17 - PROGRESS: at 18.03% examples, 724536 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:18,216 : INFO : EPOCH 17 - PROGRESS: at 18.38% examples, 724856 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:19,217 : INFO : EPOCH 17 - PROGRESS: at 18.74% examples, 724783 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:20,224 : INFO : EPOCH 17 - PROGRESS: at 19.09% examples, 725003 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:21,230 : INFO : EPOCH 17 - PROGRESS: at 19.45% examples, 725018 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:22,241 : INFO : EPOCH 17 - PROGRESS: at 19.81% examples, 725199 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:23,246 : INFO : EPOCH 17 - PROGRESS: at 20.14% examples, 725437 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:24,253 : INFO : EPOCH 17 - PROGRESS: at 20.49% examples, 725495 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:25,259 : INFO : EPOCH 17 - PROGRESS: at 20.87% examples, 725557 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:26,282 : INFO : EPOCH 17 - PROGRESS: at 21.21% examples, 725482 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:27,283 : INFO : EPOCH 17 - PROGRESS: at 21.56% examples, 725821 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:28,285 : INFO : EPOCH 17 - PROGRESS: at 21.90% examples, 725894 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:29,289 : INFO : EPOCH 17 - PROGRESS: at 22.28% examples, 725886 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:30,292 : INFO : EPOCH 17 - PROGRESS: at 22.61% examples, 726014 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:31,302 : INFO : EPOCH 17 - PROGRESS: at 22.95% examples, 726043 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:32,310 : INFO : EPOCH 17 - PROGRESS: at 23.33% examples, 726083 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:41:33,312 : INFO : EPOCH 17 - PROGRESS: at 23.70% examples, 726216 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:34,328 : INFO : EPOCH 17 - PROGRESS: at 24.01% examples, 726331 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:35,328 : INFO : EPOCH 17 - PROGRESS: at 24.37% examples, 726459 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:36,336 : INFO : EPOCH 17 - PROGRESS: at 24.70% examples, 726644 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:41:37,337 : INFO : EPOCH 17 - PROGRESS: at 25.08% examples, 726683 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:38,342 : INFO : EPOCH 17 - PROGRESS: at 25.44% examples, 726690 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:39,352 : INFO : EPOCH 17 - PROGRESS: at 25.80% examples, 726776 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:40,370 : INFO : EPOCH 17 - PROGRESS: at 26.19% examples, 726629 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:41,372 : INFO : EPOCH 17 - PROGRESS: at 26.56% examples, 726878 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:42,376 : INFO : EPOCH 17 - PROGRESS: at 26.91% examples, 726995 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:43,377 : INFO : EPOCH 17 - PROGRESS: at 27.25% examples, 727073 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:44,379 : INFO : EPOCH 17 - PROGRESS: at 27.60% examples, 727261 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:45,386 : INFO : EPOCH 17 - PROGRESS: at 27.95% examples, 727228 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:46,394 : INFO : EPOCH 17 - PROGRESS: at 28.33% examples, 727264 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:47,396 : INFO : EPOCH 17 - PROGRESS: at 28.69% examples, 727188 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:48,411 : INFO : EPOCH 17 - PROGRESS: at 29.04% examples, 727363 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:49,424 : INFO : EPOCH 17 - PROGRESS: at 29.37% examples, 727584 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:50,436 : INFO : EPOCH 17 - PROGRESS: at 29.74% examples, 727626 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:51,449 : INFO : EPOCH 17 - PROGRESS: at 30.09% examples, 727652 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:52,451 : INFO : EPOCH 17 - PROGRESS: at 30.42% examples, 727859 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:53,460 : INFO : EPOCH 17 - PROGRESS: at 30.79% examples, 727987 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:54,474 : INFO : EPOCH 17 - PROGRESS: at 31.17% examples, 727976 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:55,492 : INFO : EPOCH 17 - PROGRESS: at 31.53% examples, 727927 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:56,510 : INFO : EPOCH 17 - PROGRESS: at 31.88% examples, 727983 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:57,513 : INFO : EPOCH 17 - PROGRESS: at 32.24% examples, 728019 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:58,519 : INFO : EPOCH 17 - PROGRESS: at 32.59% examples, 728012 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:41:59,529 : INFO : EPOCH 17 - PROGRESS: at 32.95% examples, 728091 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:00,531 : INFO : EPOCH 17 - PROGRESS: at 33.30% examples, 728213 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:01,542 : INFO : EPOCH 17 - PROGRESS: at 33.66% examples, 728257 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:02,551 : INFO : EPOCH 17 - PROGRESS: at 33.98% examples, 728351 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:03,558 : INFO : EPOCH 17 - PROGRESS: at 34.34% examples, 728459 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:04,571 : INFO : EPOCH 17 - PROGRESS: at 34.71% examples, 728442 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:05,572 : INFO : EPOCH 17 - PROGRESS: at 35.05% examples, 728466 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:06,573 : INFO : EPOCH 17 - PROGRESS: at 35.40% examples, 728450 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:07,580 : INFO : EPOCH 17 - PROGRESS: at 35.76% examples, 728394 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:42:08,581 : INFO : EPOCH 17 - PROGRESS: at 36.11% examples, 728617 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:09,581 : INFO : EPOCH 17 - PROGRESS: at 36.45% examples, 728696 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:10,586 : INFO : EPOCH 17 - PROGRESS: at 36.76% examples, 728831 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:11,597 : INFO : EPOCH 17 - PROGRESS: at 37.11% examples, 728836 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:12,599 : INFO : EPOCH 17 - PROGRESS: at 37.47% examples, 728886 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:42:13,609 : INFO : EPOCH 17 - PROGRESS: at 37.83% examples, 728819 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:14,621 : INFO : EPOCH 17 - PROGRESS: at 38.19% examples, 728859 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:15,626 : INFO : EPOCH 17 - PROGRESS: at 38.56% examples, 728805 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:16,627 : INFO : EPOCH 17 - PROGRESS: at 38.91% examples, 728825 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:17,635 : INFO : EPOCH 17 - PROGRESS: at 39.26% examples, 728853 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:42:18,636 : INFO : EPOCH 17 - PROGRESS: at 39.63% examples, 728881 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:19,640 : INFO : EPOCH 17 - PROGRESS: at 39.97% examples, 728894 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:42:20,655 : INFO : EPOCH 17 - PROGRESS: at 40.35% examples, 728906 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:21,663 : INFO : EPOCH 17 - PROGRESS: at 40.67% examples, 728997 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:22,667 : INFO : EPOCH 17 - PROGRESS: at 41.03% examples, 729091 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:23,675 : INFO : EPOCH 17 - PROGRESS: at 41.40% examples, 728977 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:24,676 : INFO : EPOCH 17 - PROGRESS: at 41.77% examples, 729035 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:25,676 : INFO : EPOCH 17 - PROGRESS: at 42.10% examples, 729067 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:26,694 : INFO : EPOCH 17 - PROGRESS: at 42.46% examples, 729019 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:27,694 : INFO : EPOCH 17 - PROGRESS: at 42.82% examples, 729071 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:28,695 : INFO : EPOCH 17 - PROGRESS: at 43.17% examples, 729076 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:29,706 : INFO : EPOCH 17 - PROGRESS: at 43.51% examples, 729136 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:30,712 : INFO : EPOCH 17 - PROGRESS: at 43.88% examples, 729044 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:31,727 : INFO : EPOCH 17 - PROGRESS: at 44.26% examples, 729093 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:32,730 : INFO : EPOCH 17 - PROGRESS: at 44.63% examples, 729127 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:33,752 : INFO : EPOCH 17 - PROGRESS: at 45.01% examples, 729076 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:34,765 : INFO : EPOCH 17 - PROGRESS: at 45.37% examples, 729134 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:35,771 : INFO : EPOCH 17 - PROGRESS: at 45.70% examples, 729119 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:36,780 : INFO : EPOCH 17 - PROGRESS: at 46.09% examples, 729162 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:37,796 : INFO : EPOCH 17 - PROGRESS: at 46.48% examples, 729109 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:38,801 : INFO : EPOCH 17 - PROGRESS: at 46.83% examples, 729132 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:39,823 : INFO : EPOCH 17 - PROGRESS: at 47.18% examples, 728929 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:40,834 : INFO : EPOCH 17 - PROGRESS: at 47.53% examples, 728376 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:41,838 : INFO : EPOCH 17 - PROGRESS: at 47.87% examples, 727883 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:42:42,852 : INFO : EPOCH 17 - PROGRESS: at 48.20% examples, 727421 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:43,859 : INFO : EPOCH 17 - PROGRESS: at 48.53% examples, 726988 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:44,862 : INFO : EPOCH 17 - PROGRESS: at 48.86% examples, 726481 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:42:45,873 : INFO : EPOCH 17 - PROGRESS: at 49.18% examples, 726080 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:46,882 : INFO : EPOCH 17 - PROGRESS: at 49.50% examples, 725669 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:47,885 : INFO : EPOCH 17 - PROGRESS: at 49.82% examples, 725209 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:48,889 : INFO : EPOCH 17 - PROGRESS: at 50.13% examples, 724906 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:49,902 : INFO : EPOCH 17 - PROGRESS: at 50.44% examples, 724467 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:50,905 : INFO : EPOCH 17 - PROGRESS: at 50.78% examples, 724035 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:51,922 : INFO : EPOCH 17 - PROGRESS: at 51.10% examples, 723582 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:42:52,934 : INFO : EPOCH 17 - PROGRESS: at 51.43% examples, 723191 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:53,947 : INFO : EPOCH 17 - PROGRESS: at 51.76% examples, 722789 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:54,953 : INFO : EPOCH 17 - PROGRESS: at 52.07% examples, 722431 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:55,958 : INFO : EPOCH 17 - PROGRESS: at 52.43% examples, 721962 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:56,964 : INFO : EPOCH 17 - PROGRESS: at 52.75% examples, 721614 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:42:57,971 : INFO : EPOCH 17 - PROGRESS: at 53.06% examples, 721245 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:42:58,978 : INFO : EPOCH 17 - PROGRESS: at 53.38% examples, 720906 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:42:59,987 : INFO : EPOCH 17 - PROGRESS: at 53.69% examples, 720564 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:00,991 : INFO : EPOCH 17 - PROGRESS: at 54.00% examples, 720199 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:01,992 : INFO : EPOCH 17 - PROGRESS: at 54.30% examples, 719921 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:43:02,995 : INFO : EPOCH 17 - PROGRESS: at 54.65% examples, 719531 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:04,008 : INFO : EPOCH 17 - PROGRESS: at 54.97% examples, 719196 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:05,025 : INFO : EPOCH 17 - PROGRESS: at 55.26% examples, 718855 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:06,027 : INFO : EPOCH 17 - PROGRESS: at 55.57% examples, 718605 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:07,030 : INFO : EPOCH 17 - PROGRESS: at 55.87% examples, 718298 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:43:08,050 : INFO : EPOCH 17 - PROGRESS: at 56.18% examples, 717983 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:09,053 : INFO : EPOCH 17 - PROGRESS: at 56.50% examples, 717691 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:10,065 : INFO : EPOCH 17 - PROGRESS: at 56.83% examples, 717358 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:11,065 : INFO : EPOCH 17 - PROGRESS: at 57.16% examples, 717036 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:43:12,067 : INFO : EPOCH 17 - PROGRESS: at 57.46% examples, 716817 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:13,070 : INFO : EPOCH 17 - PROGRESS: at 57.80% examples, 716466 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:14,074 : INFO : EPOCH 17 - PROGRESS: at 58.11% examples, 716246 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:15,085 : INFO : EPOCH 17 - PROGRESS: at 58.42% examples, 715891 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:43:16,088 : INFO : EPOCH 17 - PROGRESS: at 58.74% examples, 715661 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:17,089 : INFO : EPOCH 17 - PROGRESS: at 59.07% examples, 715338 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:18,102 : INFO : EPOCH 17 - PROGRESS: at 59.42% examples, 714981 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:19,103 : INFO : EPOCH 17 - PROGRESS: at 59.74% examples, 714717 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:20,120 : INFO : EPOCH 17 - PROGRESS: at 60.05% examples, 714403 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:43:21,139 : INFO : EPOCH 17 - PROGRESS: at 60.36% examples, 714090 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:22,148 : INFO : EPOCH 17 - PROGRESS: at 60.69% examples, 713840 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:23,160 : INFO : EPOCH 17 - PROGRESS: at 61.02% examples, 713536 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:24,179 : INFO : EPOCH 17 - PROGRESS: at 61.37% examples, 713214 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:25,191 : INFO : EPOCH 17 - PROGRESS: at 61.70% examples, 712944 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:26,195 : INFO : EPOCH 17 - PROGRESS: at 62.04% examples, 712684 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:27,204 : INFO : EPOCH 17 - PROGRESS: at 62.36% examples, 712407 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:28,205 : INFO : EPOCH 17 - PROGRESS: at 62.68% examples, 712194 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:29,224 : INFO : EPOCH 17 - PROGRESS: at 63.01% examples, 711879 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:43:30,232 : INFO : EPOCH 17 - PROGRESS: at 63.35% examples, 711632 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:43:31,246 : INFO : EPOCH 17 - PROGRESS: at 63.68% examples, 711367 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:32,254 : INFO : EPOCH 17 - PROGRESS: at 64.01% examples, 711200 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:33,256 : INFO : EPOCH 17 - PROGRESS: at 64.32% examples, 710958 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:43:34,262 : INFO : EPOCH 17 - PROGRESS: at 64.66% examples, 710734 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:43:35,264 : INFO : EPOCH 17 - PROGRESS: at 64.96% examples, 710512 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:36,268 : INFO : EPOCH 17 - PROGRESS: at 65.30% examples, 710250 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:43:37,274 : INFO : EPOCH 17 - PROGRESS: at 65.62% examples, 709981 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:38,276 : INFO : EPOCH 17 - PROGRESS: at 65.95% examples, 709692 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:39,277 : INFO : EPOCH 17 - PROGRESS: at 66.27% examples, 709359 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:40,282 : INFO : EPOCH 17 - PROGRESS: at 66.58% examples, 708905 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:43:41,283 : INFO : EPOCH 17 - PROGRESS: at 66.90% examples, 708565 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:42,287 : INFO : EPOCH 17 - PROGRESS: at 67.20% examples, 708194 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:43,319 : INFO : EPOCH 17 - PROGRESS: at 67.48% examples, 707499 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:44,326 : INFO : EPOCH 17 - PROGRESS: at 67.79% examples, 707129 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:45,328 : INFO : EPOCH 17 - PROGRESS: at 68.13% examples, 707228 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:46,335 : INFO : EPOCH 17 - PROGRESS: at 68.49% examples, 707418 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:47,338 : INFO : EPOCH 17 - PROGRESS: at 68.85% examples, 707552 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:48,353 : INFO : EPOCH 17 - PROGRESS: at 69.19% examples, 707678 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:49,354 : INFO : EPOCH 17 - PROGRESS: at 69.51% examples, 707791 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:50,364 : INFO : EPOCH 17 - PROGRESS: at 69.90% examples, 707893 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:51,370 : INFO : EPOCH 17 - PROGRESS: at 70.25% examples, 708007 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:52,380 : INFO : EPOCH 17 - PROGRESS: at 70.60% examples, 708134 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:53,394 : INFO : EPOCH 17 - PROGRESS: at 70.95% examples, 708260 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:54,396 : INFO : EPOCH 17 - PROGRESS: at 71.30% examples, 708388 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:55,407 : INFO : EPOCH 17 - PROGRESS: at 71.66% examples, 708476 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:56,416 : INFO : EPOCH 17 - PROGRESS: at 72.03% examples, 708535 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:57,427 : INFO : EPOCH 17 - PROGRESS: at 72.43% examples, 708661 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:43:58,428 : INFO : EPOCH 17 - PROGRESS: at 72.79% examples, 708781 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:43:59,432 : INFO : EPOCH 17 - PROGRESS: at 73.12% examples, 708904 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:00,434 : INFO : EPOCH 17 - PROGRESS: at 73.50% examples, 708939 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:44:01,437 : INFO : EPOCH 17 - PROGRESS: at 73.82% examples, 709071 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:02,457 : INFO : EPOCH 17 - PROGRESS: at 74.16% examples, 709230 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:03,462 : INFO : EPOCH 17 - PROGRESS: at 74.51% examples, 709377 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:04,464 : INFO : EPOCH 17 - PROGRESS: at 74.86% examples, 709453 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:05,477 : INFO : EPOCH 17 - PROGRESS: at 75.21% examples, 709544 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:44:06,479 : INFO : EPOCH 17 - PROGRESS: at 75.56% examples, 709681 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:07,484 : INFO : EPOCH 17 - PROGRESS: at 75.90% examples, 709830 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:08,488 : INFO : EPOCH 17 - PROGRESS: at 76.25% examples, 709878 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:09,492 : INFO : EPOCH 17 - PROGRESS: at 76.61% examples, 709969 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:10,507 : INFO : EPOCH 17 - PROGRESS: at 76.97% examples, 710028 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:11,520 : INFO : EPOCH 17 - PROGRESS: at 77.32% examples, 710140 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:12,524 : INFO : EPOCH 17 - PROGRESS: at 77.66% examples, 710247 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:13,531 : INFO : EPOCH 17 - PROGRESS: at 78.02% examples, 710342 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:14,544 : INFO : EPOCH 17 - PROGRESS: at 78.39% examples, 710386 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:15,559 : INFO : EPOCH 17 - PROGRESS: at 78.74% examples, 710470 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:16,559 : INFO : EPOCH 17 - PROGRESS: at 79.08% examples, 710620 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:17,561 : INFO : EPOCH 17 - PROGRESS: at 79.40% examples, 710740 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:18,562 : INFO : EPOCH 17 - PROGRESS: at 79.76% examples, 710868 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:19,577 : INFO : EPOCH 17 - PROGRESS: at 80.12% examples, 710898 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:20,587 : INFO : EPOCH 17 - PROGRESS: at 80.47% examples, 711023 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:21,591 : INFO : EPOCH 17 - PROGRESS: at 80.82% examples, 711084 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:22,602 : INFO : EPOCH 17 - PROGRESS: at 81.16% examples, 711158 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:23,606 : INFO : EPOCH 17 - PROGRESS: at 81.52% examples, 711234 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:24,611 : INFO : EPOCH 17 - PROGRESS: at 81.91% examples, 711303 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:25,619 : INFO : EPOCH 17 - PROGRESS: at 82.24% examples, 711431 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:26,631 : INFO : EPOCH 17 - PROGRESS: at 82.60% examples, 711548 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:27,635 : INFO : EPOCH 17 - PROGRESS: at 82.97% examples, 711616 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:28,637 : INFO : EPOCH 17 - PROGRESS: at 83.31% examples, 711727 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:29,638 : INFO : EPOCH 17 - PROGRESS: at 83.68% examples, 711825 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:30,639 : INFO : EPOCH 17 - PROGRESS: at 84.04% examples, 711909 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:31,648 : INFO : EPOCH 17 - PROGRESS: at 84.37% examples, 711942 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:32,653 : INFO : EPOCH 17 - PROGRESS: at 84.72% examples, 712032 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:44:33,656 : INFO : EPOCH 17 - PROGRESS: at 85.05% examples, 712127 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:34,668 : INFO : EPOCH 17 - PROGRESS: at 85.41% examples, 712221 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:44:35,687 : INFO : EPOCH 17 - PROGRESS: at 85.76% examples, 712292 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:36,694 : INFO : EPOCH 17 - PROGRESS: at 86.11% examples, 712389 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:37,710 : INFO : EPOCH 17 - PROGRESS: at 86.46% examples, 712476 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:38,711 : INFO : EPOCH 17 - PROGRESS: at 86.81% examples, 712574 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:39,712 : INFO : EPOCH 17 - PROGRESS: at 87.15% examples, 712655 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:40,714 : INFO : EPOCH 17 - PROGRESS: at 87.49% examples, 712734 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:41,727 : INFO : EPOCH 17 - PROGRESS: at 87.86% examples, 712794 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:42,744 : INFO : EPOCH 17 - PROGRESS: at 88.19% examples, 712858 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:43,745 : INFO : EPOCH 17 - PROGRESS: at 88.58% examples, 712942 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:44,756 : INFO : EPOCH 17 - PROGRESS: at 88.92% examples, 713029 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:44:45,757 : INFO : EPOCH 17 - PROGRESS: at 89.26% examples, 713132 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:46,767 : INFO : EPOCH 17 - PROGRESS: at 89.62% examples, 713207 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:47,778 : INFO : EPOCH 17 - PROGRESS: at 89.99% examples, 713253 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:48,782 : INFO : EPOCH 17 - PROGRESS: at 90.35% examples, 713345 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:49,795 : INFO : EPOCH 17 - PROGRESS: at 90.69% examples, 713377 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:50,797 : INFO : EPOCH 17 - PROGRESS: at 91.03% examples, 713474 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:51,800 : INFO : EPOCH 17 - PROGRESS: at 91.36% examples, 713487 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:52,811 : INFO : EPOCH 17 - PROGRESS: at 91.73% examples, 713536 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:53,814 : INFO : EPOCH 17 - PROGRESS: at 92.08% examples, 713612 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:44:54,819 : INFO : EPOCH 17 - PROGRESS: at 92.44% examples, 713656 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:55,826 : INFO : EPOCH 17 - PROGRESS: at 92.78% examples, 713707 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:56,830 : INFO : EPOCH 17 - PROGRESS: at 93.12% examples, 713798 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:57,831 : INFO : EPOCH 17 - PROGRESS: at 93.46% examples, 713862 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:58,851 : INFO : EPOCH 17 - PROGRESS: at 93.83% examples, 713931 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:44:59,856 : INFO : EPOCH 17 - PROGRESS: at 94.20% examples, 713971 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:00,862 : INFO : EPOCH 17 - PROGRESS: at 94.54% examples, 714028 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:01,883 : INFO : EPOCH 17 - PROGRESS: at 94.90% examples, 714104 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:02,885 : INFO : EPOCH 17 - PROGRESS: at 95.25% examples, 714198 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:03,894 : INFO : EPOCH 17 - PROGRESS: at 95.61% examples, 714246 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:04,902 : INFO : EPOCH 17 - PROGRESS: at 95.98% examples, 714274 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:05,902 : INFO : EPOCH 17 - PROGRESS: at 96.35% examples, 714334 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:06,915 : INFO : EPOCH 17 - PROGRESS: at 96.72% examples, 714371 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:07,925 : INFO : EPOCH 17 - PROGRESS: at 97.10% examples, 714438 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:08,932 : INFO : EPOCH 17 - PROGRESS: at 97.46% examples, 714504 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:45:09,941 : INFO : EPOCH 17 - PROGRESS: at 97.83% examples, 714534 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:10,941 : INFO : EPOCH 17 - PROGRESS: at 98.18% examples, 714577 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:11,949 : INFO : EPOCH 17 - PROGRESS: at 98.52% examples, 714617 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:12,952 : INFO : EPOCH 17 - PROGRESS: at 98.88% examples, 714708 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:13,958 : INFO : EPOCH 17 - PROGRESS: at 99.24% examples, 714775 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:14,962 : INFO : EPOCH 17 - PROGRESS: at 99.63% examples, 714792 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:15,943 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 13:45:15,947 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 13:45:15,950 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 13:45:15,954 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 13:45:15,955 : INFO : EPOCH - 17 : training on 266972912 raw words (207422734 effective words) took 290.2s, 714869 effective words/s
2020-07-24 13:45:16,962 : INFO : EPOCH 18 - PROGRESS: at 0.36% examples, 714089 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:17,966 : INFO : EPOCH 18 - PROGRESS: at 0.69% examples, 721198 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:18,967 : INFO : EPOCH 18 - PROGRESS: at 1.05% examples, 724352 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:19,969 : INFO : EPOCH 18 - PROGRESS: at 1.42% examples, 722326 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:45:20,982 : INFO : EPOCH 18 - PROGRESS: at 1.78% examples, 723899 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:21,988 : INFO : EPOCH 18 - PROGRESS: at 2.14% examples, 725458 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:23,000 : INFO : EPOCH 18 - PROGRESS: at 2.51% examples, 724109 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:24,013 : INFO : EPOCH 18 - PROGRESS: at 2.88% examples, 724397 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:25,028 : INFO : EPOCH 18 - PROGRESS: at 3.23% examples, 725293 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:26,031 : INFO : EPOCH 18 - PROGRESS: at 3.57% examples, 725537 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:27,049 : INFO : EPOCH 18 - PROGRESS: at 3.93% examples, 725187 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:28,049 : INFO : EPOCH 18 - PROGRESS: at 4.31% examples, 725418 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:29,051 : INFO : EPOCH 18 - PROGRESS: at 4.69% examples, 724603 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:30,057 : INFO : EPOCH 18 - PROGRESS: at 5.04% examples, 725242 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:31,058 : INFO : EPOCH 18 - PROGRESS: at 5.38% examples, 725149 words/s, in_qsize 8, out_qsize 1
2020-07-24 13:45:32,068 : INFO : EPOCH 18 - PROGRESS: at 5.72% examples, 726120 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:33,093 : INFO : EPOCH 18 - PROGRESS: at 6.08% examples, 725937 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:34,094 : INFO : EPOCH 18 - PROGRESS: at 6.46% examples, 726300 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:35,095 : INFO : EPOCH 18 - PROGRESS: at 6.81% examples, 726161 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:36,095 : INFO : EPOCH 18 - PROGRESS: at 7.16% examples, 726460 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:37,100 : INFO : EPOCH 18 - PROGRESS: at 7.50% examples, 726125 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:38,118 : INFO : EPOCH 18 - PROGRESS: at 7.85% examples, 726477 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:39,118 : INFO : EPOCH 18 - PROGRESS: at 8.20% examples, 727547 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:40,128 : INFO : EPOCH 18 - PROGRESS: at 8.54% examples, 727415 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:41,132 : INFO : EPOCH 18 - PROGRESS: at 8.86% examples, 728178 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:42,137 : INFO : EPOCH 18 - PROGRESS: at 9.22% examples, 728486 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:43,145 : INFO : EPOCH 18 - PROGRESS: at 9.55% examples, 728460 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:44,147 : INFO : EPOCH 18 - PROGRESS: at 9.90% examples, 728406 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:45,155 : INFO : EPOCH 18 - PROGRESS: at 10.27% examples, 728361 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:46,160 : INFO : EPOCH 18 - PROGRESS: at 10.60% examples, 728622 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:47,161 : INFO : EPOCH 18 - PROGRESS: at 10.95% examples, 728861 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:45:48,180 : INFO : EPOCH 18 - PROGRESS: at 11.30% examples, 728849 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:49,185 : INFO : EPOCH 18 - PROGRESS: at 11.69% examples, 729152 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:50,191 : INFO : EPOCH 18 - PROGRESS: at 12.06% examples, 729049 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:51,196 : INFO : EPOCH 18 - PROGRESS: at 12.44% examples, 729235 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:52,206 : INFO : EPOCH 18 - PROGRESS: at 12.78% examples, 729293 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:45:53,210 : INFO : EPOCH 18 - PROGRESS: at 13.13% examples, 729286 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:54,215 : INFO : EPOCH 18 - PROGRESS: at 13.50% examples, 729308 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:55,223 : INFO : EPOCH 18 - PROGRESS: at 13.86% examples, 729745 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:56,225 : INFO : EPOCH 18 - PROGRESS: at 14.23% examples, 729621 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:57,228 : INFO : EPOCH 18 - PROGRESS: at 14.59% examples, 729528 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:58,246 : INFO : EPOCH 18 - PROGRESS: at 14.94% examples, 729489 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:45:59,250 : INFO : EPOCH 18 - PROGRESS: at 15.29% examples, 729614 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:00,258 : INFO : EPOCH 18 - PROGRESS: at 15.61% examples, 729695 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:01,259 : INFO : EPOCH 18 - PROGRESS: at 15.98% examples, 729766 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:02,261 : INFO : EPOCH 18 - PROGRESS: at 16.34% examples, 729848 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:03,287 : INFO : EPOCH 18 - PROGRESS: at 16.70% examples, 729479 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:04,290 : INFO : EPOCH 18 - PROGRESS: at 17.06% examples, 729628 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:05,294 : INFO : EPOCH 18 - PROGRESS: at 17.43% examples, 729669 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:06,298 : INFO : EPOCH 18 - PROGRESS: at 17.79% examples, 729603 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:07,305 : INFO : EPOCH 18 - PROGRESS: at 18.13% examples, 729718 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:08,308 : INFO : EPOCH 18 - PROGRESS: at 18.48% examples, 729689 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:09,311 : INFO : EPOCH 18 - PROGRESS: at 18.84% examples, 729416 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:46:10,312 : INFO : EPOCH 18 - PROGRESS: at 19.19% examples, 729611 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:11,331 : INFO : EPOCH 18 - PROGRESS: at 19.55% examples, 729458 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:12,338 : INFO : EPOCH 18 - PROGRESS: at 19.91% examples, 729551 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:13,342 : INFO : EPOCH 18 - PROGRESS: at 20.23% examples, 729854 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:14,359 : INFO : EPOCH 18 - PROGRESS: at 20.59% examples, 729758 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:15,376 : INFO : EPOCH 18 - PROGRESS: at 20.97% examples, 729678 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:46:16,379 : INFO : EPOCH 18 - PROGRESS: at 21.31% examples, 729879 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:17,381 : INFO : EPOCH 18 - PROGRESS: at 21.66% examples, 730045 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:18,384 : INFO : EPOCH 18 - PROGRESS: at 22.01% examples, 730246 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:46:19,406 : INFO : EPOCH 18 - PROGRESS: at 22.37% examples, 729424 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:20,411 : INFO : EPOCH 18 - PROGRESS: at 22.69% examples, 729157 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:21,423 : INFO : EPOCH 18 - PROGRESS: at 23.02% examples, 728648 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:22,432 : INFO : EPOCH 18 - PROGRESS: at 23.38% examples, 728072 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:23,435 : INFO : EPOCH 18 - PROGRESS: at 23.68% examples, 726212 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:24,451 : INFO : EPOCH 18 - PROGRESS: at 23.96% examples, 724992 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:25,454 : INFO : EPOCH 18 - PROGRESS: at 24.31% examples, 725040 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:26,459 : INFO : EPOCH 18 - PROGRESS: at 24.65% examples, 725337 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:27,462 : INFO : EPOCH 18 - PROGRESS: at 25.01% examples, 725414 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:28,469 : INFO : EPOCH 18 - PROGRESS: at 25.39% examples, 725420 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:29,471 : INFO : EPOCH 18 - PROGRESS: at 25.73% examples, 725375 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:30,472 : INFO : EPOCH 18 - PROGRESS: at 26.11% examples, 725324 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:31,482 : INFO : EPOCH 18 - PROGRESS: at 26.49% examples, 725420 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:32,487 : INFO : EPOCH 18 - PROGRESS: at 26.83% examples, 725552 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:33,487 : INFO : EPOCH 18 - PROGRESS: at 27.19% examples, 725687 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:34,499 : INFO : EPOCH 18 - PROGRESS: at 27.53% examples, 725771 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:46:35,507 : INFO : EPOCH 18 - PROGRESS: at 27.89% examples, 725978 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:36,522 : INFO : EPOCH 18 - PROGRESS: at 28.27% examples, 725942 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:37,546 : INFO : EPOCH 18 - PROGRESS: at 28.63% examples, 726045 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:38,550 : INFO : EPOCH 18 - PROGRESS: at 28.99% examples, 726108 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:39,565 : INFO : EPOCH 18 - PROGRESS: at 29.33% examples, 726283 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:40,575 : INFO : EPOCH 18 - PROGRESS: at 29.69% examples, 726322 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:41,578 : INFO : EPOCH 18 - PROGRESS: at 30.01% examples, 726417 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:42,588 : INFO : EPOCH 18 - PROGRESS: at 30.35% examples, 726601 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:43,592 : INFO : EPOCH 18 - PROGRESS: at 30.73% examples, 726593 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:44,600 : INFO : EPOCH 18 - PROGRESS: at 31.09% examples, 726710 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:45,602 : INFO : EPOCH 18 - PROGRESS: at 31.47% examples, 726668 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:46,610 : INFO : EPOCH 18 - PROGRESS: at 31.80% examples, 726711 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:47,621 : INFO : EPOCH 18 - PROGRESS: at 32.17% examples, 726750 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:48,625 : INFO : EPOCH 18 - PROGRESS: at 32.53% examples, 726881 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:49,625 : INFO : EPOCH 18 - PROGRESS: at 32.87% examples, 726911 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:50,634 : INFO : EPOCH 18 - PROGRESS: at 33.22% examples, 727039 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:51,648 : INFO : EPOCH 18 - PROGRESS: at 33.58% examples, 727139 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:52,655 : INFO : EPOCH 18 - PROGRESS: at 33.92% examples, 727225 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:53,657 : INFO : EPOCH 18 - PROGRESS: at 34.28% examples, 727311 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:54,679 : INFO : EPOCH 18 - PROGRESS: at 34.63% examples, 727272 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:55,680 : INFO : EPOCH 18 - PROGRESS: at 34.98% examples, 727392 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:56,683 : INFO : EPOCH 18 - PROGRESS: at 35.33% examples, 727495 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:57,703 : INFO : EPOCH 18 - PROGRESS: at 35.68% examples, 727334 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:58,704 : INFO : EPOCH 18 - PROGRESS: at 36.05% examples, 727539 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:46:59,711 : INFO : EPOCH 18 - PROGRESS: at 36.39% examples, 727588 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:00,720 : INFO : EPOCH 18 - PROGRESS: at 36.69% examples, 727639 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:01,737 : INFO : EPOCH 18 - PROGRESS: at 37.05% examples, 727674 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:02,748 : INFO : EPOCH 18 - PROGRESS: at 37.41% examples, 727735 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:03,765 : INFO : EPOCH 18 - PROGRESS: at 37.79% examples, 727790 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:04,774 : INFO : EPOCH 18 - PROGRESS: at 38.14% examples, 727743 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:05,783 : INFO : EPOCH 18 - PROGRESS: at 38.51% examples, 727755 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:06,786 : INFO : EPOCH 18 - PROGRESS: at 38.85% examples, 727723 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:47:07,794 : INFO : EPOCH 18 - PROGRESS: at 39.21% examples, 727728 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:08,803 : INFO : EPOCH 18 - PROGRESS: at 39.57% examples, 727764 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:09,806 : INFO : EPOCH 18 - PROGRESS: at 39.92% examples, 727821 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:10,815 : INFO : EPOCH 18 - PROGRESS: at 40.28% examples, 727790 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:11,827 : INFO : EPOCH 18 - PROGRESS: at 40.62% examples, 727938 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:12,838 : INFO : EPOCH 18 - PROGRESS: at 40.97% examples, 727958 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:13,838 : INFO : EPOCH 18 - PROGRESS: at 41.34% examples, 728049 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:14,848 : INFO : EPOCH 18 - PROGRESS: at 41.70% examples, 727989 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:15,872 : INFO : EPOCH 18 - PROGRESS: at 42.05% examples, 727994 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:16,873 : INFO : EPOCH 18 - PROGRESS: at 42.40% examples, 728056 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:47:17,879 : INFO : EPOCH 18 - PROGRESS: at 42.78% examples, 728028 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:47:18,894 : INFO : EPOCH 18 - PROGRESS: at 43.13% examples, 728074 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:47:19,910 : INFO : EPOCH 18 - PROGRESS: at 43.46% examples, 728122 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:20,916 : INFO : EPOCH 18 - PROGRESS: at 43.84% examples, 728103 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:21,921 : INFO : EPOCH 18 - PROGRESS: at 44.21% examples, 728126 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:22,929 : INFO : EPOCH 18 - PROGRESS: at 44.59% examples, 728177 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:47:23,932 : INFO : EPOCH 18 - PROGRESS: at 44.96% examples, 728068 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:24,935 : INFO : EPOCH 18 - PROGRESS: at 45.31% examples, 728167 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:25,941 : INFO : EPOCH 18 - PROGRESS: at 45.65% examples, 728187 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:26,946 : INFO : EPOCH 18 - PROGRESS: at 46.03% examples, 728209 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:27,962 : INFO : EPOCH 18 - PROGRESS: at 46.42% examples, 728200 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:28,963 : INFO : EPOCH 18 - PROGRESS: at 46.77% examples, 728226 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:29,970 : INFO : EPOCH 18 - PROGRESS: at 47.13% examples, 728224 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:30,970 : INFO : EPOCH 18 - PROGRESS: at 47.52% examples, 728227 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:31,976 : INFO : EPOCH 18 - PROGRESS: at 47.88% examples, 728188 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:32,980 : INFO : EPOCH 18 - PROGRESS: at 48.25% examples, 728278 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:33,980 : INFO : EPOCH 18 - PROGRESS: at 48.61% examples, 728288 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:34,981 : INFO : EPOCH 18 - PROGRESS: at 48.97% examples, 728268 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:35,987 : INFO : EPOCH 18 - PROGRESS: at 49.32% examples, 728284 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:36,989 : INFO : EPOCH 18 - PROGRESS: at 49.67% examples, 728336 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:37,992 : INFO : EPOCH 18 - PROGRESS: at 50.01% examples, 728388 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:38,997 : INFO : EPOCH 18 - PROGRESS: at 50.35% examples, 728440 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:40,003 : INFO : EPOCH 18 - PROGRESS: at 50.71% examples, 728386 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:41,004 : INFO : EPOCH 18 - PROGRESS: at 51.07% examples, 728499 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:42,006 : INFO : EPOCH 18 - PROGRESS: at 51.43% examples, 728485 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:47:43,013 : INFO : EPOCH 18 - PROGRESS: at 51.78% examples, 728559 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:44,021 : INFO : EPOCH 18 - PROGRESS: at 52.13% examples, 728514 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:45,024 : INFO : EPOCH 18 - PROGRESS: at 52.52% examples, 728524 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:47:46,031 : INFO : EPOCH 18 - PROGRESS: at 52.88% examples, 728623 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:47,032 : INFO : EPOCH 18 - PROGRESS: at 53.22% examples, 728677 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:48,041 : INFO : EPOCH 18 - PROGRESS: at 53.56% examples, 728682 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:49,042 : INFO : EPOCH 18 - PROGRESS: at 53.90% examples, 728720 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:50,064 : INFO : EPOCH 18 - PROGRESS: at 54.23% examples, 728705 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:51,065 : INFO : EPOCH 18 - PROGRESS: at 54.61% examples, 728708 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:52,066 : INFO : EPOCH 18 - PROGRESS: at 54.96% examples, 728751 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:53,069 : INFO : EPOCH 18 - PROGRESS: at 55.28% examples, 728814 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:54,072 : INFO : EPOCH 18 - PROGRESS: at 55.62% examples, 728897 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:55,074 : INFO : EPOCH 18 - PROGRESS: at 55.94% examples, 728936 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:56,081 : INFO : EPOCH 18 - PROGRESS: at 56.29% examples, 728975 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:57,094 : INFO : EPOCH 18 - PROGRESS: at 56.64% examples, 728940 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:58,098 : INFO : EPOCH 18 - PROGRESS: at 57.02% examples, 728953 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:47:59,115 : INFO : EPOCH 18 - PROGRESS: at 57.35% examples, 728973 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:00,122 : INFO : EPOCH 18 - PROGRESS: at 57.72% examples, 728998 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:01,124 : INFO : EPOCH 18 - PROGRESS: at 58.06% examples, 729020 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:48:02,134 : INFO : EPOCH 18 - PROGRESS: at 58.40% examples, 729035 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:03,150 : INFO : EPOCH 18 - PROGRESS: at 58.75% examples, 729056 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:04,161 : INFO : EPOCH 18 - PROGRESS: at 59.13% examples, 729044 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:05,183 : INFO : EPOCH 18 - PROGRESS: at 59.51% examples, 729040 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:06,186 : INFO : EPOCH 18 - PROGRESS: at 59.85% examples, 729118 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:07,192 : INFO : EPOCH 18 - PROGRESS: at 60.19% examples, 729113 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:08,194 : INFO : EPOCH 18 - PROGRESS: at 60.55% examples, 729114 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:09,199 : INFO : EPOCH 18 - PROGRESS: at 60.89% examples, 729067 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:10,205 : INFO : EPOCH 18 - PROGRESS: at 61.28% examples, 729040 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:11,205 : INFO : EPOCH 18 - PROGRESS: at 61.65% examples, 729051 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:12,214 : INFO : EPOCH 18 - PROGRESS: at 62.01% examples, 729047 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:13,220 : INFO : EPOCH 18 - PROGRESS: at 62.36% examples, 729023 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:14,232 : INFO : EPOCH 18 - PROGRESS: at 62.71% examples, 729034 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:15,241 : INFO : EPOCH 18 - PROGRESS: at 63.09% examples, 729108 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:48:16,246 : INFO : EPOCH 18 - PROGRESS: at 63.46% examples, 729073 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:17,255 : INFO : EPOCH 18 - PROGRESS: at 63.81% examples, 729090 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:18,258 : INFO : EPOCH 18 - PROGRESS: at 64.17% examples, 729106 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:19,262 : INFO : EPOCH 18 - PROGRESS: at 64.53% examples, 729166 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:20,268 : INFO : EPOCH 18 - PROGRESS: at 64.87% examples, 729199 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:21,272 : INFO : EPOCH 18 - PROGRESS: at 65.23% examples, 729230 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:48:22,281 : INFO : EPOCH 18 - PROGRESS: at 65.59% examples, 729236 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:23,284 : INFO : EPOCH 18 - PROGRESS: at 65.96% examples, 729267 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:24,300 : INFO : EPOCH 18 - PROGRESS: at 66.32% examples, 729248 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:48:25,313 : INFO : EPOCH 18 - PROGRESS: at 66.68% examples, 729206 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:26,326 : INFO : EPOCH 18 - PROGRESS: at 67.06% examples, 729216 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:48:27,328 : INFO : EPOCH 18 - PROGRESS: at 67.39% examples, 729224 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:48:28,330 : INFO : EPOCH 18 - PROGRESS: at 67.75% examples, 729259 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:29,336 : INFO : EPOCH 18 - PROGRESS: at 68.09% examples, 729203 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:30,343 : INFO : EPOCH 18 - PROGRESS: at 68.44% examples, 729236 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:31,353 : INFO : EPOCH 18 - PROGRESS: at 68.80% examples, 729227 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:32,366 : INFO : EPOCH 18 - PROGRESS: at 69.15% examples, 729264 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:33,376 : INFO : EPOCH 18 - PROGRESS: at 69.46% examples, 729265 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:34,383 : INFO : EPOCH 18 - PROGRESS: at 69.85% examples, 729261 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:35,390 : INFO : EPOCH 18 - PROGRESS: at 70.20% examples, 729279 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:36,405 : INFO : EPOCH 18 - PROGRESS: at 70.55% examples, 729312 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:37,408 : INFO : EPOCH 18 - PROGRESS: at 70.91% examples, 729390 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:38,412 : INFO : EPOCH 18 - PROGRESS: at 71.25% examples, 729330 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:39,434 : INFO : EPOCH 18 - PROGRESS: at 71.61% examples, 729336 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:40,436 : INFO : EPOCH 18 - PROGRESS: at 71.99% examples, 729344 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:41,448 : INFO : EPOCH 18 - PROGRESS: at 72.39% examples, 729347 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:42,455 : INFO : EPOCH 18 - PROGRESS: at 72.75% examples, 729362 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:43,467 : INFO : EPOCH 18 - PROGRESS: at 73.09% examples, 729376 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:44,471 : INFO : EPOCH 18 - PROGRESS: at 73.46% examples, 729423 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:45,485 : INFO : EPOCH 18 - PROGRESS: at 73.79% examples, 729457 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:46,499 : INFO : EPOCH 18 - PROGRESS: at 74.13% examples, 729489 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:47,501 : INFO : EPOCH 18 - PROGRESS: at 74.48% examples, 729549 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:48,502 : INFO : EPOCH 18 - PROGRESS: at 74.83% examples, 729567 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:49,511 : INFO : EPOCH 18 - PROGRESS: at 75.18% examples, 729543 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:50,518 : INFO : EPOCH 18 - PROGRESS: at 75.53% examples, 729518 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:51,524 : INFO : EPOCH 18 - PROGRESS: at 75.85% examples, 729551 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:48:52,525 : INFO : EPOCH 18 - PROGRESS: at 76.21% examples, 729525 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:53,527 : INFO : EPOCH 18 - PROGRESS: at 76.57% examples, 729538 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:48:54,538 : INFO : EPOCH 18 - PROGRESS: at 76.93% examples, 729525 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:55,543 : INFO : EPOCH 18 - PROGRESS: at 77.27% examples, 729516 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:56,546 : INFO : EPOCH 18 - PROGRESS: at 77.61% examples, 729509 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:57,553 : INFO : EPOCH 18 - PROGRESS: at 77.98% examples, 729553 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:58,558 : INFO : EPOCH 18 - PROGRESS: at 78.34% examples, 729529 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:48:59,566 : INFO : EPOCH 18 - PROGRESS: at 78.68% examples, 729426 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:49:00,578 : INFO : EPOCH 18 - PROGRESS: at 79.00% examples, 729287 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:01,579 : INFO : EPOCH 18 - PROGRESS: at 79.31% examples, 729221 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:02,579 : INFO : EPOCH 18 - PROGRESS: at 79.66% examples, 729113 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:03,592 : INFO : EPOCH 18 - PROGRESS: at 79.94% examples, 728473 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:04,596 : INFO : EPOCH 18 - PROGRESS: at 80.26% examples, 728252 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:05,609 : INFO : EPOCH 18 - PROGRESS: at 80.62% examples, 728294 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:06,611 : INFO : EPOCH 18 - PROGRESS: at 80.97% examples, 728348 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:07,617 : INFO : EPOCH 18 - PROGRESS: at 81.32% examples, 728310 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:08,617 : INFO : EPOCH 18 - PROGRESS: at 81.70% examples, 728300 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:09,619 : INFO : EPOCH 18 - PROGRESS: at 82.06% examples, 728398 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:10,629 : INFO : EPOCH 18 - PROGRESS: at 82.40% examples, 728385 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:49:11,646 : INFO : EPOCH 18 - PROGRESS: at 82.78% examples, 728378 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:12,657 : INFO : EPOCH 18 - PROGRESS: at 83.12% examples, 728414 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:13,665 : INFO : EPOCH 18 - PROGRESS: at 83.47% examples, 728448 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:14,677 : INFO : EPOCH 18 - PROGRESS: at 83.85% examples, 728480 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:49:15,684 : INFO : EPOCH 18 - PROGRESS: at 84.18% examples, 728456 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:16,692 : INFO : EPOCH 18 - PROGRESS: at 84.53% examples, 728476 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:17,700 : INFO : EPOCH 18 - PROGRESS: at 84.87% examples, 728471 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:18,711 : INFO : EPOCH 18 - PROGRESS: at 85.23% examples, 728489 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:19,716 : INFO : EPOCH 18 - PROGRESS: at 85.57% examples, 728527 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:20,726 : INFO : EPOCH 18 - PROGRESS: at 85.92% examples, 728509 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:21,733 : INFO : EPOCH 18 - PROGRESS: at 86.27% examples, 728522 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:22,746 : INFO : EPOCH 18 - PROGRESS: at 86.61% examples, 728498 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:23,760 : INFO : EPOCH 18 - PROGRESS: at 86.96% examples, 728528 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:24,761 : INFO : EPOCH 18 - PROGRESS: at 87.29% examples, 728547 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:25,780 : INFO : EPOCH 18 - PROGRESS: at 87.66% examples, 728549 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:26,786 : INFO : EPOCH 18 - PROGRESS: at 88.00% examples, 728582 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:27,795 : INFO : EPOCH 18 - PROGRESS: at 88.36% examples, 728580 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:28,806 : INFO : EPOCH 18 - PROGRESS: at 88.74% examples, 728579 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:29,807 : INFO : EPOCH 18 - PROGRESS: at 89.08% examples, 728607 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:30,807 : INFO : EPOCH 18 - PROGRESS: at 89.40% examples, 728617 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:31,812 : INFO : EPOCH 18 - PROGRESS: at 89.77% examples, 728623 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:32,814 : INFO : EPOCH 18 - PROGRESS: at 90.14% examples, 728639 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:33,837 : INFO : EPOCH 18 - PROGRESS: at 90.50% examples, 728612 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:34,838 : INFO : EPOCH 18 - PROGRESS: at 90.84% examples, 728663 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:35,839 : INFO : EPOCH 18 - PROGRESS: at 91.17% examples, 728689 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:36,857 : INFO : EPOCH 18 - PROGRESS: at 91.54% examples, 728702 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:37,875 : INFO : EPOCH 18 - PROGRESS: at 91.89% examples, 728762 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:38,881 : INFO : EPOCH 18 - PROGRESS: at 92.27% examples, 728790 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:39,885 : INFO : EPOCH 18 - PROGRESS: at 92.61% examples, 728776 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:40,886 : INFO : EPOCH 18 - PROGRESS: at 92.96% examples, 728767 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:41,886 : INFO : EPOCH 18 - PROGRESS: at 93.28% examples, 728825 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:42,904 : INFO : EPOCH 18 - PROGRESS: at 93.64% examples, 728819 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:43,907 : INFO : EPOCH 18 - PROGRESS: at 94.01% examples, 728861 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:44,914 : INFO : EPOCH 18 - PROGRESS: at 94.39% examples, 728877 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:45,930 : INFO : EPOCH 18 - PROGRESS: at 94.72% examples, 728909 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:46,939 : INFO : EPOCH 18 - PROGRESS: at 95.08% examples, 728933 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:47,944 : INFO : EPOCH 18 - PROGRESS: at 95.43% examples, 728920 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:48,944 : INFO : EPOCH 18 - PROGRESS: at 95.78% examples, 728956 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:49,945 : INFO : EPOCH 18 - PROGRESS: at 96.17% examples, 728958 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:50,950 : INFO : EPOCH 18 - PROGRESS: at 96.55% examples, 728984 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:51,952 : INFO : EPOCH 18 - PROGRESS: at 96.90% examples, 728977 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:52,958 : INFO : EPOCH 18 - PROGRESS: at 97.28% examples, 729001 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:53,964 : INFO : EPOCH 18 - PROGRESS: at 97.64% examples, 729000 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:54,977 : INFO : EPOCH 18 - PROGRESS: at 98.02% examples, 728970 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:55,978 : INFO : EPOCH 18 - PROGRESS: at 98.36% examples, 728990 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:56,980 : INFO : EPOCH 18 - PROGRESS: at 98.71% examples, 729016 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:57,995 : INFO : EPOCH 18 - PROGRESS: at 99.08% examples, 729022 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:49:59,011 : INFO : EPOCH 18 - PROGRESS: at 99.46% examples, 728989 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:50:00,015 : INFO : EPOCH 18 - PROGRESS: at 99.83% examples, 728993 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:00,465 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 13:50:00,469 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 13:50:00,469 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 13:50:00,470 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 13:50:00,470 : INFO : EPOCH - 18 : training on 266972912 raw words (207415494 effective words) took 284.5s, 729022 effective words/s
2020-07-24 13:50:01,481 : INFO : EPOCH 19 - PROGRESS: at 0.36% examples, 716374 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:02,481 : INFO : EPOCH 19 - PROGRESS: at 0.69% examples, 726156 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:03,493 : INFO : EPOCH 19 - PROGRESS: at 1.05% examples, 724417 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:04,502 : INFO : EPOCH 19 - PROGRESS: at 1.43% examples, 725860 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:05,510 : INFO : EPOCH 19 - PROGRESS: at 1.79% examples, 728242 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:06,520 : INFO : EPOCH 19 - PROGRESS: at 2.16% examples, 728251 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:07,524 : INFO : EPOCH 19 - PROGRESS: at 2.52% examples, 729466 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:08,525 : INFO : EPOCH 19 - PROGRESS: at 2.90% examples, 729223 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:09,525 : INFO : EPOCH 19 - PROGRESS: at 3.25% examples, 730030 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:10,526 : INFO : EPOCH 19 - PROGRESS: at 3.59% examples, 730799 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:11,527 : INFO : EPOCH 19 - PROGRESS: at 3.95% examples, 730262 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:12,530 : INFO : EPOCH 19 - PROGRESS: at 4.34% examples, 730505 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:13,537 : INFO : EPOCH 19 - PROGRESS: at 4.70% examples, 729092 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:14,550 : INFO : EPOCH 19 - PROGRESS: at 5.07% examples, 729641 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:50:15,553 : INFO : EPOCH 19 - PROGRESS: at 5.41% examples, 729900 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:16,558 : INFO : EPOCH 19 - PROGRESS: at 5.75% examples, 730283 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:17,562 : INFO : EPOCH 19 - PROGRESS: at 6.10% examples, 730892 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:18,565 : INFO : EPOCH 19 - PROGRESS: at 6.48% examples, 730757 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:19,572 : INFO : EPOCH 19 - PROGRESS: at 6.84% examples, 730566 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:20,585 : INFO : EPOCH 19 - PROGRESS: at 7.20% examples, 730675 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:21,602 : INFO : EPOCH 19 - PROGRESS: at 7.54% examples, 730796 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:50:22,615 : INFO : EPOCH 19 - PROGRESS: at 7.89% examples, 730861 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:23,622 : INFO : EPOCH 19 - PROGRESS: at 8.22% examples, 730368 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:24,624 : INFO : EPOCH 19 - PROGRESS: at 8.58% examples, 730729 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:25,628 : INFO : EPOCH 19 - PROGRESS: at 8.89% examples, 731115 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:26,628 : INFO : EPOCH 19 - PROGRESS: at 9.23% examples, 730920 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:27,634 : INFO : EPOCH 19 - PROGRESS: at 9.57% examples, 731100 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:28,656 : INFO : EPOCH 19 - PROGRESS: at 9.93% examples, 730706 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:29,659 : INFO : EPOCH 19 - PROGRESS: at 10.28% examples, 730602 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:50:30,666 : INFO : EPOCH 19 - PROGRESS: at 10.62% examples, 730801 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:31,684 : INFO : EPOCH 19 - PROGRESS: at 10.99% examples, 730678 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:32,701 : INFO : EPOCH 19 - PROGRESS: at 11.34% examples, 730601 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:33,706 : INFO : EPOCH 19 - PROGRESS: at 11.72% examples, 730779 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:34,708 : INFO : EPOCH 19 - PROGRESS: at 12.09% examples, 730816 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:35,713 : INFO : EPOCH 19 - PROGRESS: at 12.46% examples, 730721 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:36,716 : INFO : EPOCH 19 - PROGRESS: at 12.81% examples, 730812 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:37,721 : INFO : EPOCH 19 - PROGRESS: at 13.16% examples, 730761 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:38,726 : INFO : EPOCH 19 - PROGRESS: at 13.53% examples, 730894 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:39,729 : INFO : EPOCH 19 - PROGRESS: at 13.88% examples, 730987 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:40,755 : INFO : EPOCH 19 - PROGRESS: at 14.26% examples, 730730 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:41,759 : INFO : EPOCH 19 - PROGRESS: at 14.62% examples, 730887 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:42,777 : INFO : EPOCH 19 - PROGRESS: at 14.98% examples, 730952 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:43,792 : INFO : EPOCH 19 - PROGRESS: at 15.33% examples, 731042 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:44,795 : INFO : EPOCH 19 - PROGRESS: at 15.67% examples, 731340 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:45,799 : INFO : EPOCH 19 - PROGRESS: at 16.02% examples, 731251 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:46,805 : INFO : EPOCH 19 - PROGRESS: at 16.39% examples, 731260 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:47,807 : INFO : EPOCH 19 - PROGRESS: at 16.73% examples, 730723 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:48,810 : INFO : EPOCH 19 - PROGRESS: at 17.10% examples, 730918 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:49,829 : INFO : EPOCH 19 - PROGRESS: at 17.46% examples, 730908 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:50,839 : INFO : EPOCH 19 - PROGRESS: at 17.83% examples, 730895 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:51,850 : INFO : EPOCH 19 - PROGRESS: at 18.18% examples, 731089 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:52,853 : INFO : EPOCH 19 - PROGRESS: at 18.53% examples, 731110 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:53,854 : INFO : EPOCH 19 - PROGRESS: at 18.89% examples, 731052 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:54,859 : INFO : EPOCH 19 - PROGRESS: at 19.25% examples, 731291 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:55,873 : INFO : EPOCH 19 - PROGRESS: at 19.60% examples, 731196 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:56,873 : INFO : EPOCH 19 - PROGRESS: at 19.96% examples, 731301 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:57,882 : INFO : EPOCH 19 - PROGRESS: at 20.28% examples, 731309 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:58,891 : INFO : EPOCH 19 - PROGRESS: at 20.65% examples, 731270 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:50:59,892 : INFO : EPOCH 19 - PROGRESS: at 21.02% examples, 731301 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:00,899 : INFO : EPOCH 19 - PROGRESS: at 21.35% examples, 731290 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:01,908 : INFO : EPOCH 19 - PROGRESS: at 21.71% examples, 731455 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:02,909 : INFO : EPOCH 19 - PROGRESS: at 22.07% examples, 731628 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:03,912 : INFO : EPOCH 19 - PROGRESS: at 22.42% examples, 731627 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:04,916 : INFO : EPOCH 19 - PROGRESS: at 22.76% examples, 731792 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:05,923 : INFO : EPOCH 19 - PROGRESS: at 23.13% examples, 731787 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:06,927 : INFO : EPOCH 19 - PROGRESS: at 23.49% examples, 731714 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:07,950 : INFO : EPOCH 19 - PROGRESS: at 23.85% examples, 731531 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:08,954 : INFO : EPOCH 19 - PROGRESS: at 24.19% examples, 731756 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:51:09,956 : INFO : EPOCH 19 - PROGRESS: at 24.53% examples, 731789 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:51:10,960 : INFO : EPOCH 19 - PROGRESS: at 24.87% examples, 731919 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:11,968 : INFO : EPOCH 19 - PROGRESS: at 25.25% examples, 732040 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:12,976 : INFO : EPOCH 19 - PROGRESS: at 25.61% examples, 732001 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:13,985 : INFO : EPOCH 19 - PROGRESS: at 25.99% examples, 731841 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:14,997 : INFO : EPOCH 19 - PROGRESS: at 26.35% examples, 731683 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:15,997 : INFO : EPOCH 19 - PROGRESS: at 26.72% examples, 731763 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:16,998 : INFO : EPOCH 19 - PROGRESS: at 27.07% examples, 731814 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:17,998 : INFO : EPOCH 19 - PROGRESS: at 27.41% examples, 731997 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:19,009 : INFO : EPOCH 19 - PROGRESS: at 27.76% examples, 731960 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:20,019 : INFO : EPOCH 19 - PROGRESS: at 28.13% examples, 731920 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:21,049 : INFO : EPOCH 19 - PROGRESS: at 28.50% examples, 731829 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:51:22,060 : INFO : EPOCH 19 - PROGRESS: at 28.86% examples, 731827 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:23,070 : INFO : EPOCH 19 - PROGRESS: at 29.20% examples, 732014 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:24,073 : INFO : EPOCH 19 - PROGRESS: at 29.54% examples, 732016 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:25,079 : INFO : EPOCH 19 - PROGRESS: at 29.89% examples, 732001 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:26,084 : INFO : EPOCH 19 - PROGRESS: at 30.23% examples, 732083 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:27,086 : INFO : EPOCH 19 - PROGRESS: at 30.59% examples, 732080 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:51:28,091 : INFO : EPOCH 19 - PROGRESS: at 30.95% examples, 732103 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:29,093 : INFO : EPOCH 19 - PROGRESS: at 31.34% examples, 732044 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:30,105 : INFO : EPOCH 19 - PROGRESS: at 31.67% examples, 731998 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:51:31,111 : INFO : EPOCH 19 - PROGRESS: at 32.03% examples, 731895 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:32,114 : INFO : EPOCH 19 - PROGRESS: at 32.40% examples, 731932 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:33,116 : INFO : EPOCH 19 - PROGRESS: at 32.72% examples, 731950 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:34,119 : INFO : EPOCH 19 - PROGRESS: at 33.09% examples, 731941 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:35,129 : INFO : EPOCH 19 - PROGRESS: at 33.44% examples, 731945 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:36,130 : INFO : EPOCH 19 - PROGRESS: at 33.79% examples, 731904 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:37,136 : INFO : EPOCH 19 - PROGRESS: at 34.13% examples, 731859 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:38,136 : INFO : EPOCH 19 - PROGRESS: at 34.46% examples, 731922 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:39,137 : INFO : EPOCH 19 - PROGRESS: at 34.83% examples, 731684 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:40,137 : INFO : EPOCH 19 - PROGRESS: at 35.15% examples, 731434 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:41,145 : INFO : EPOCH 19 - PROGRESS: at 35.49% examples, 731132 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:42,149 : INFO : EPOCH 19 - PROGRESS: at 35.82% examples, 730891 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:43,150 : INFO : EPOCH 19 - PROGRESS: at 36.14% examples, 729921 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:44,151 : INFO : EPOCH 19 - PROGRESS: at 36.43% examples, 729003 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:45,156 : INFO : EPOCH 19 - PROGRESS: at 36.74% examples, 729127 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:46,156 : INFO : EPOCH 19 - PROGRESS: at 37.09% examples, 729141 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:47,158 : INFO : EPOCH 19 - PROGRESS: at 37.45% examples, 729216 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:48,160 : INFO : EPOCH 19 - PROGRESS: at 37.81% examples, 729230 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:49,173 : INFO : EPOCH 19 - PROGRESS: at 38.16% examples, 729206 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:51:50,176 : INFO : EPOCH 19 - PROGRESS: at 38.53% examples, 729080 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:51,188 : INFO : EPOCH 19 - PROGRESS: at 38.89% examples, 729128 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:52,199 : INFO : EPOCH 19 - PROGRESS: at 39.23% examples, 729245 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:53,201 : INFO : EPOCH 19 - PROGRESS: at 39.61% examples, 729282 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:54,208 : INFO : EPOCH 19 - PROGRESS: at 39.96% examples, 729240 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:55,222 : INFO : EPOCH 19 - PROGRESS: at 40.33% examples, 729316 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:56,223 : INFO : EPOCH 19 - PROGRESS: at 40.65% examples, 729361 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:51:57,224 : INFO : EPOCH 19 - PROGRESS: at 41.00% examples, 729418 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:58,238 : INFO : EPOCH 19 - PROGRESS: at 41.38% examples, 729408 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:51:59,241 : INFO : EPOCH 19 - PROGRESS: at 41.75% examples, 729519 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:00,243 : INFO : EPOCH 19 - PROGRESS: at 42.08% examples, 729516 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:01,245 : INFO : EPOCH 19 - PROGRESS: at 42.45% examples, 729576 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:02,248 : INFO : EPOCH 19 - PROGRESS: at 42.81% examples, 729519 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:03,249 : INFO : EPOCH 19 - PROGRESS: at 43.16% examples, 729607 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:04,254 : INFO : EPOCH 19 - PROGRESS: at 43.49% examples, 729616 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:05,261 : INFO : EPOCH 19 - PROGRESS: at 43.87% examples, 729612 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:06,263 : INFO : EPOCH 19 - PROGRESS: at 44.24% examples, 729661 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:07,263 : INFO : EPOCH 19 - PROGRESS: at 44.62% examples, 729660 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:08,278 : INFO : EPOCH 19 - PROGRESS: at 44.99% examples, 729637 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:09,280 : INFO : EPOCH 19 - PROGRESS: at 45.34% examples, 729628 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:10,281 : INFO : EPOCH 19 - PROGRESS: at 45.68% examples, 729699 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:11,281 : INFO : EPOCH 19 - PROGRESS: at 46.05% examples, 729684 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:12,290 : INFO : EPOCH 19 - PROGRESS: at 46.45% examples, 729646 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:13,299 : INFO : EPOCH 19 - PROGRESS: at 46.80% examples, 729658 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:14,301 : INFO : EPOCH 19 - PROGRESS: at 47.16% examples, 729672 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:52:15,320 : INFO : EPOCH 19 - PROGRESS: at 47.55% examples, 729604 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:16,330 : INFO : EPOCH 19 - PROGRESS: at 47.92% examples, 729627 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:17,332 : INFO : EPOCH 19 - PROGRESS: at 48.28% examples, 729695 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:18,337 : INFO : EPOCH 19 - PROGRESS: at 48.64% examples, 729730 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:19,344 : INFO : EPOCH 19 - PROGRESS: at 49.01% examples, 729725 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:20,356 : INFO : EPOCH 19 - PROGRESS: at 49.36% examples, 729742 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:21,363 : INFO : EPOCH 19 - PROGRESS: at 49.70% examples, 729798 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:22,364 : INFO : EPOCH 19 - PROGRESS: at 50.05% examples, 729808 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:23,367 : INFO : EPOCH 19 - PROGRESS: at 50.39% examples, 729833 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:24,367 : INFO : EPOCH 19 - PROGRESS: at 50.76% examples, 729849 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:25,378 : INFO : EPOCH 19 - PROGRESS: at 51.11% examples, 729886 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:26,384 : INFO : EPOCH 19 - PROGRESS: at 51.48% examples, 729882 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:27,384 : INFO : EPOCH 19 - PROGRESS: at 51.82% examples, 729880 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:28,390 : INFO : EPOCH 19 - PROGRESS: at 52.18% examples, 729879 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:29,400 : INFO : EPOCH 19 - PROGRESS: at 52.57% examples, 729823 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:52:30,411 : INFO : EPOCH 19 - PROGRESS: at 52.92% examples, 729832 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:31,416 : INFO : EPOCH 19 - PROGRESS: at 53.26% examples, 729867 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:32,428 : INFO : EPOCH 19 - PROGRESS: at 53.60% examples, 729895 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:33,437 : INFO : EPOCH 19 - PROGRESS: at 53.95% examples, 729983 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:52:34,456 : INFO : EPOCH 19 - PROGRESS: at 54.28% examples, 730004 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:35,467 : INFO : EPOCH 19 - PROGRESS: at 54.66% examples, 730018 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:52:36,476 : INFO : EPOCH 19 - PROGRESS: at 55.01% examples, 730036 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:37,484 : INFO : EPOCH 19 - PROGRESS: at 55.33% examples, 730109 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:38,494 : INFO : EPOCH 19 - PROGRESS: at 55.67% examples, 730100 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:39,501 : INFO : EPOCH 19 - PROGRESS: at 56.00% examples, 730090 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:40,506 : INFO : EPOCH 19 - PROGRESS: at 56.35% examples, 730199 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:41,516 : INFO : EPOCH 19 - PROGRESS: at 56.70% examples, 730198 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:42,530 : INFO : EPOCH 19 - PROGRESS: at 57.07% examples, 730118 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:43,548 : INFO : EPOCH 19 - PROGRESS: at 57.40% examples, 730145 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:44,558 : INFO : EPOCH 19 - PROGRESS: at 57.79% examples, 730191 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:45,564 : INFO : EPOCH 19 - PROGRESS: at 58.13% examples, 730246 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:46,569 : INFO : EPOCH 19 - PROGRESS: at 58.47% examples, 730169 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:52:47,569 : INFO : EPOCH 19 - PROGRESS: at 58.82% examples, 730195 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:48,576 : INFO : EPOCH 19 - PROGRESS: at 59.19% examples, 730207 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:49,579 : INFO : EPOCH 19 - PROGRESS: at 59.56% examples, 730210 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:50,583 : INFO : EPOCH 19 - PROGRESS: at 59.90% examples, 730259 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:51,590 : INFO : EPOCH 19 - PROGRESS: at 60.24% examples, 730267 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:52,597 : INFO : EPOCH 19 - PROGRESS: at 60.60% examples, 730219 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:53,599 : INFO : EPOCH 19 - PROGRESS: at 60.95% examples, 730222 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:54,600 : INFO : EPOCH 19 - PROGRESS: at 61.33% examples, 730249 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:55,614 : INFO : EPOCH 19 - PROGRESS: at 61.70% examples, 730236 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:56,630 : INFO : EPOCH 19 - PROGRESS: at 62.06% examples, 730178 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:57,632 : INFO : EPOCH 19 - PROGRESS: at 62.42% examples, 730195 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:58,637 : INFO : EPOCH 19 - PROGRESS: at 62.78% examples, 730182 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:52:59,644 : INFO : EPOCH 19 - PROGRESS: at 63.14% examples, 730233 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:00,646 : INFO : EPOCH 19 - PROGRESS: at 63.53% examples, 730189 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:01,649 : INFO : EPOCH 19 - PROGRESS: at 63.86% examples, 730228 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:02,656 : INFO : EPOCH 19 - PROGRESS: at 64.22% examples, 730235 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:03,671 : INFO : EPOCH 19 - PROGRESS: at 64.58% examples, 730249 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:04,675 : INFO : EPOCH 19 - PROGRESS: at 64.93% examples, 730307 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:05,687 : INFO : EPOCH 19 - PROGRESS: at 65.29% examples, 730281 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:06,699 : INFO : EPOCH 19 - PROGRESS: at 65.65% examples, 730271 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:53:07,713 : INFO : EPOCH 19 - PROGRESS: at 66.01% examples, 730275 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:08,729 : INFO : EPOCH 19 - PROGRESS: at 66.40% examples, 730299 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:09,734 : INFO : EPOCH 19 - PROGRESS: at 66.75% examples, 730356 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:10,735 : INFO : EPOCH 19 - PROGRESS: at 67.12% examples, 730398 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:11,735 : INFO : EPOCH 19 - PROGRESS: at 67.46% examples, 730354 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:12,740 : INFO : EPOCH 19 - PROGRESS: at 67.81% examples, 730402 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:13,758 : INFO : EPOCH 19 - PROGRESS: at 68.13% examples, 730053 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:14,762 : INFO : EPOCH 19 - PROGRESS: at 68.45% examples, 729692 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:15,765 : INFO : EPOCH 19 - PROGRESS: at 68.77% examples, 729370 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:16,767 : INFO : EPOCH 19 - PROGRESS: at 69.08% examples, 729107 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:53:17,780 : INFO : EPOCH 19 - PROGRESS: at 69.38% examples, 728785 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:18,784 : INFO : EPOCH 19 - PROGRESS: at 69.72% examples, 728423 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:19,787 : INFO : EPOCH 19 - PROGRESS: at 70.04% examples, 728086 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:20,790 : INFO : EPOCH 19 - PROGRESS: at 70.37% examples, 727819 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:21,799 : INFO : EPOCH 19 - PROGRESS: at 70.69% examples, 727511 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:22,806 : INFO : EPOCH 19 - PROGRESS: at 71.00% examples, 727196 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:23,821 : INFO : EPOCH 19 - PROGRESS: at 71.33% examples, 726898 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:24,830 : INFO : EPOCH 19 - PROGRESS: at 71.65% examples, 726623 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:53:25,833 : INFO : EPOCH 19 - PROGRESS: at 71.99% examples, 726234 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:26,839 : INFO : EPOCH 19 - PROGRESS: at 72.35% examples, 725925 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:27,840 : INFO : EPOCH 19 - PROGRESS: at 72.67% examples, 725656 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:28,844 : INFO : EPOCH 19 - PROGRESS: at 72.98% examples, 725324 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:29,860 : INFO : EPOCH 19 - PROGRESS: at 73.33% examples, 725020 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:30,865 : INFO : EPOCH 19 - PROGRESS: at 73.64% examples, 724778 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:31,874 : INFO : EPOCH 19 - PROGRESS: at 73.93% examples, 724506 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:32,879 : INFO : EPOCH 19 - PROGRESS: at 74.24% examples, 724183 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:33,882 : INFO : EPOCH 19 - PROGRESS: at 74.56% examples, 723959 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:53:34,891 : INFO : EPOCH 19 - PROGRESS: at 74.88% examples, 723673 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:35,892 : INFO : EPOCH 19 - PROGRESS: at 75.20% examples, 723434 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:36,895 : INFO : EPOCH 19 - PROGRESS: at 75.52% examples, 723148 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:37,899 : INFO : EPOCH 19 - PROGRESS: at 75.82% examples, 722910 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:38,920 : INFO : EPOCH 19 - PROGRESS: at 76.15% examples, 722608 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:39,938 : INFO : EPOCH 19 - PROGRESS: at 76.47% examples, 722352 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:40,946 : INFO : EPOCH 19 - PROGRESS: at 76.79% examples, 722087 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:53:41,957 : INFO : EPOCH 19 - PROGRESS: at 77.12% examples, 721807 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:53:42,962 : INFO : EPOCH 19 - PROGRESS: at 77.43% examples, 721569 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:43,965 : INFO : EPOCH 19 - PROGRESS: at 77.74% examples, 721326 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:44,970 : INFO : EPOCH 19 - PROGRESS: at 78.07% examples, 721114 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:45,989 : INFO : EPOCH 19 - PROGRESS: at 78.41% examples, 720816 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:47,008 : INFO : EPOCH 19 - PROGRESS: at 78.74% examples, 720576 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:48,011 : INFO : EPOCH 19 - PROGRESS: at 79.04% examples, 720388 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:49,019 : INFO : EPOCH 19 - PROGRESS: at 79.34% examples, 720206 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:50,037 : INFO : EPOCH 19 - PROGRESS: at 79.68% examples, 719940 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:51,044 : INFO : EPOCH 19 - PROGRESS: at 80.00% examples, 719670 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:53:52,059 : INFO : EPOCH 19 - PROGRESS: at 80.32% examples, 719474 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:53:53,060 : INFO : EPOCH 19 - PROGRESS: at 80.64% examples, 719245 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:54,062 : INFO : EPOCH 19 - PROGRESS: at 80.95% examples, 719072 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:55,073 : INFO : EPOCH 19 - PROGRESS: at 81.27% examples, 718808 words/s, in_qsize 7, out_qsize 1
2020-07-24 13:53:56,089 : INFO : EPOCH 19 - PROGRESS: at 81.61% examples, 718586 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:57,093 : INFO : EPOCH 19 - PROGRESS: at 81.97% examples, 718381 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:58,094 : INFO : EPOCH 19 - PROGRESS: at 82.25% examples, 718140 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:53:59,099 : INFO : EPOCH 19 - PROGRESS: at 82.59% examples, 717926 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:00,102 : INFO : EPOCH 19 - PROGRESS: at 82.91% examples, 717649 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:01,103 : INFO : EPOCH 19 - PROGRESS: at 83.22% examples, 717442 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:02,104 : INFO : EPOCH 19 - PROGRESS: at 83.55% examples, 717248 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:03,105 : INFO : EPOCH 19 - PROGRESS: at 83.88% examples, 717024 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:04,111 : INFO : EPOCH 19 - PROGRESS: at 84.18% examples, 716804 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:05,116 : INFO : EPOCH 19 - PROGRESS: at 84.50% examples, 716623 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:06,136 : INFO : EPOCH 19 - PROGRESS: at 84.82% examples, 716403 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:07,152 : INFO : EPOCH 19 - PROGRESS: at 85.14% examples, 716174 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:08,154 : INFO : EPOCH 19 - PROGRESS: at 85.46% examples, 715977 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:09,155 : INFO : EPOCH 19 - PROGRESS: at 85.77% examples, 715751 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:54:10,163 : INFO : EPOCH 19 - PROGRESS: at 86.08% examples, 715591 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:11,178 : INFO : EPOCH 19 - PROGRESS: at 86.40% examples, 715399 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:12,183 : INFO : EPOCH 19 - PROGRESS: at 86.72% examples, 715206 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:54:13,187 : INFO : EPOCH 19 - PROGRESS: at 87.04% examples, 715007 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:14,191 : INFO : EPOCH 19 - PROGRESS: at 87.35% examples, 714804 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:15,198 : INFO : EPOCH 19 - PROGRESS: at 87.67% examples, 714617 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:16,210 : INFO : EPOCH 19 - PROGRESS: at 87.98% examples, 714418 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:17,218 : INFO : EPOCH 19 - PROGRESS: at 88.30% examples, 714207 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:18,221 : INFO : EPOCH 19 - PROGRESS: at 88.65% examples, 714013 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:54:19,243 : INFO : EPOCH 19 - PROGRESS: at 88.95% examples, 713713 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:20,274 : INFO : EPOCH 19 - PROGRESS: at 89.24% examples, 713440 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:21,281 : INFO : EPOCH 19 - PROGRESS: at 89.56% examples, 713139 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:22,285 : INFO : EPOCH 19 - PROGRESS: at 89.87% examples, 712837 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:23,292 : INFO : EPOCH 19 - PROGRESS: at 90.16% examples, 712255 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:24,295 : INFO : EPOCH 19 - PROGRESS: at 90.48% examples, 711971 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:25,297 : INFO : EPOCH 19 - PROGRESS: at 90.80% examples, 712044 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:26,303 : INFO : EPOCH 19 - PROGRESS: at 91.14% examples, 712125 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:27,303 : INFO : EPOCH 19 - PROGRESS: at 91.49% examples, 712197 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:28,307 : INFO : EPOCH 19 - PROGRESS: at 91.85% examples, 712284 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:29,320 : INFO : EPOCH 19 - PROGRESS: at 92.22% examples, 712328 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:30,324 : INFO : EPOCH 19 - PROGRESS: at 92.56% examples, 712423 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:31,327 : INFO : EPOCH 19 - PROGRESS: at 92.92% examples, 712486 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:32,333 : INFO : EPOCH 19 - PROGRESS: at 93.25% examples, 712586 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:33,343 : INFO : EPOCH 19 - PROGRESS: at 93.59% examples, 712692 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:54:34,350 : INFO : EPOCH 19 - PROGRESS: at 93.96% examples, 712779 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:35,356 : INFO : EPOCH 19 - PROGRESS: at 94.34% examples, 712845 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:36,378 : INFO : EPOCH 19 - PROGRESS: at 94.67% examples, 712904 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:37,387 : INFO : EPOCH 19 - PROGRESS: at 95.03% examples, 712976 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:38,391 : INFO : EPOCH 19 - PROGRESS: at 95.39% examples, 713091 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:39,396 : INFO : EPOCH 19 - PROGRESS: at 95.74% examples, 713142 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:40,400 : INFO : EPOCH 19 - PROGRESS: at 96.14% examples, 713237 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:41,402 : INFO : EPOCH 19 - PROGRESS: at 96.51% examples, 713279 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:42,409 : INFO : EPOCH 19 - PROGRESS: at 96.87% examples, 713340 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:43,416 : INFO : EPOCH 19 - PROGRESS: at 97.24% examples, 713404 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:54:44,429 : INFO : EPOCH 19 - PROGRESS: at 97.62% examples, 713437 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:54:45,446 : INFO : EPOCH 19 - PROGRESS: at 97.98% examples, 713518 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:46,455 : INFO : EPOCH 19 - PROGRESS: at 98.33% examples, 713549 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:47,473 : INFO : EPOCH 19 - PROGRESS: at 98.68% examples, 713636 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:48,476 : INFO : EPOCH 19 - PROGRESS: at 99.05% examples, 713710 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:49,486 : INFO : EPOCH 19 - PROGRESS: at 99.43% examples, 713777 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:54:50,490 : INFO : EPOCH 19 - PROGRESS: at 99.80% examples, 713814 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:51,002 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 13:54:51,011 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 13:54:51,016 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 13:54:51,017 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 13:54:51,018 : INFO : EPOCH - 19 : training on 266972912 raw words (207414433 effective words) took 290.5s, 713885 effective words/s
2020-07-24 13:54:52,023 : INFO : EPOCH 20 - PROGRESS: at 0.36% examples, 719265 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:53,037 : INFO : EPOCH 20 - PROGRESS: at 0.70% examples, 726237 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:54,042 : INFO : EPOCH 20 - PROGRESS: at 1.06% examples, 731194 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:55,059 : INFO : EPOCH 20 - PROGRESS: at 1.44% examples, 727403 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:56,066 : INFO : EPOCH 20 - PROGRESS: at 1.80% examples, 730053 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:57,069 : INFO : EPOCH 20 - PROGRESS: at 2.17% examples, 731452 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:58,078 : INFO : EPOCH 20 - PROGRESS: at 2.53% examples, 730575 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:54:59,092 : INFO : EPOCH 20 - PROGRESS: at 2.92% examples, 731196 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:00,096 : INFO : EPOCH 20 - PROGRESS: at 3.26% examples, 731944 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:01,097 : INFO : EPOCH 20 - PROGRESS: at 3.61% examples, 732546 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:02,099 : INFO : EPOCH 20 - PROGRESS: at 3.97% examples, 733086 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:03,100 : INFO : EPOCH 20 - PROGRESS: at 4.36% examples, 733408 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:04,105 : INFO : EPOCH 20 - PROGRESS: at 4.73% examples, 732395 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:55:05,111 : INFO : EPOCH 20 - PROGRESS: at 5.09% examples, 732820 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:06,114 : INFO : EPOCH 20 - PROGRESS: at 5.44% examples, 733484 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:07,117 : INFO : EPOCH 20 - PROGRESS: at 5.78% examples, 733549 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:08,120 : INFO : EPOCH 20 - PROGRESS: at 6.14% examples, 733803 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:09,131 : INFO : EPOCH 20 - PROGRESS: at 6.51% examples, 733068 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:10,134 : INFO : EPOCH 20 - PROGRESS: at 6.87% examples, 733711 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:11,139 : INFO : EPOCH 20 - PROGRESS: at 7.22% examples, 733377 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:12,152 : INFO : EPOCH 20 - PROGRESS: at 7.57% examples, 733389 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:13,156 : INFO : EPOCH 20 - PROGRESS: at 7.92% examples, 734007 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:14,159 : INFO : EPOCH 20 - PROGRESS: at 8.26% examples, 734271 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:15,162 : INFO : EPOCH 20 - PROGRESS: at 8.61% examples, 734668 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:16,165 : INFO : EPOCH 20 - PROGRESS: at 8.93% examples, 734742 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:17,180 : INFO : EPOCH 20 - PROGRESS: at 9.27% examples, 734200 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:18,185 : INFO : EPOCH 20 - PROGRESS: at 9.62% examples, 734677 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:55:19,195 : INFO : EPOCH 20 - PROGRESS: at 9.98% examples, 734545 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:20,204 : INFO : EPOCH 20 - PROGRESS: at 10.34% examples, 734463 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:21,207 : INFO : EPOCH 20 - PROGRESS: at 10.67% examples, 734565 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:22,211 : INFO : EPOCH 20 - PROGRESS: at 11.03% examples, 734483 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:23,222 : INFO : EPOCH 20 - PROGRESS: at 11.39% examples, 734266 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:24,226 : INFO : EPOCH 20 - PROGRESS: at 11.78% examples, 734246 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:25,232 : INFO : EPOCH 20 - PROGRESS: at 12.16% examples, 734328 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:26,240 : INFO : EPOCH 20 - PROGRESS: at 12.51% examples, 734208 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:27,250 : INFO : EPOCH 20 - PROGRESS: at 12.87% examples, 734337 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:28,269 : INFO : EPOCH 20 - PROGRESS: at 13.22% examples, 734299 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:29,273 : INFO : EPOCH 20 - PROGRESS: at 13.60% examples, 734607 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:30,283 : INFO : EPOCH 20 - PROGRESS: at 13.95% examples, 734557 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:31,287 : INFO : EPOCH 20 - PROGRESS: at 14.33% examples, 734474 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:32,294 : INFO : EPOCH 20 - PROGRESS: at 14.68% examples, 734325 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:33,314 : INFO : EPOCH 20 - PROGRESS: at 15.04% examples, 734154 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:34,317 : INFO : EPOCH 20 - PROGRESS: at 15.38% examples, 734452 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:35,330 : INFO : EPOCH 20 - PROGRESS: at 15.74% examples, 734456 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:36,343 : INFO : EPOCH 20 - PROGRESS: at 16.09% examples, 734594 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:37,345 : INFO : EPOCH 20 - PROGRESS: at 16.45% examples, 734602 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:38,349 : INFO : EPOCH 20 - PROGRESS: at 16.82% examples, 733979 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:39,363 : INFO : EPOCH 20 - PROGRESS: at 17.17% examples, 734084 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:40,364 : INFO : EPOCH 20 - PROGRESS: at 17.54% examples, 734236 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:41,367 : INFO : EPOCH 20 - PROGRESS: at 17.90% examples, 734228 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:42,374 : INFO : EPOCH 20 - PROGRESS: at 18.25% examples, 734351 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:43,398 : INFO : EPOCH 20 - PROGRESS: at 18.61% examples, 734250 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:44,404 : INFO : EPOCH 20 - PROGRESS: at 18.97% examples, 734226 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:45,404 : INFO : EPOCH 20 - PROGRESS: at 19.33% examples, 734249 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:46,409 : INFO : EPOCH 20 - PROGRESS: at 19.68% examples, 734272 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:47,420 : INFO : EPOCH 20 - PROGRESS: at 20.03% examples, 734105 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:48,421 : INFO : EPOCH 20 - PROGRESS: at 20.36% examples, 734248 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:49,428 : INFO : EPOCH 20 - PROGRESS: at 20.72% examples, 734179 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:50,431 : INFO : EPOCH 20 - PROGRESS: at 21.09% examples, 734177 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:51,434 : INFO : EPOCH 20 - PROGRESS: at 21.44% examples, 734222 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:52,442 : INFO : EPOCH 20 - PROGRESS: at 21.79% examples, 734180 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:53,445 : INFO : EPOCH 20 - PROGRESS: at 22.15% examples, 734031 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:54,445 : INFO : EPOCH 20 - PROGRESS: at 22.50% examples, 734194 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:55:55,446 : INFO : EPOCH 20 - PROGRESS: at 22.83% examples, 734256 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:56,450 : INFO : EPOCH 20 - PROGRESS: at 23.20% examples, 734023 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:57,457 : INFO : EPOCH 20 - PROGRESS: at 23.57% examples, 734119 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:58,462 : INFO : EPOCH 20 - PROGRESS: at 23.91% examples, 734167 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:55:59,466 : INFO : EPOCH 20 - PROGRESS: at 24.25% examples, 734345 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:00,467 : INFO : EPOCH 20 - PROGRESS: at 24.60% examples, 734377 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:01,472 : INFO : EPOCH 20 - PROGRESS: at 24.94% examples, 734417 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:02,478 : INFO : EPOCH 20 - PROGRESS: at 25.32% examples, 734394 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:03,485 : INFO : EPOCH 20 - PROGRESS: at 25.67% examples, 734278 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:04,494 : INFO : EPOCH 20 - PROGRESS: at 26.06% examples, 734203 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:05,516 : INFO : EPOCH 20 - PROGRESS: at 26.43% examples, 734114 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:06,517 : INFO : EPOCH 20 - PROGRESS: at 26.80% examples, 734137 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:07,518 : INFO : EPOCH 20 - PROGRESS: at 27.14% examples, 734208 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:08,524 : INFO : EPOCH 20 - PROGRESS: at 27.49% examples, 734206 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:09,540 : INFO : EPOCH 20 - PROGRESS: at 27.84% examples, 734283 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:10,541 : INFO : EPOCH 20 - PROGRESS: at 28.22% examples, 734341 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:11,551 : INFO : EPOCH 20 - PROGRESS: at 28.58% examples, 734231 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:12,552 : INFO : EPOCH 20 - PROGRESS: at 28.94% examples, 734279 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:13,557 : INFO : EPOCH 20 - PROGRESS: at 29.28% examples, 734391 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:56:14,564 : INFO : EPOCH 20 - PROGRESS: at 29.63% examples, 734481 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:15,564 : INFO : EPOCH 20 - PROGRESS: at 29.96% examples, 734420 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:16,568 : INFO : EPOCH 20 - PROGRESS: at 30.30% examples, 734437 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:17,569 : INFO : EPOCH 20 - PROGRESS: at 30.67% examples, 734602 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:18,572 : INFO : EPOCH 20 - PROGRESS: at 31.03% examples, 734537 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:19,578 : INFO : EPOCH 20 - PROGRESS: at 31.42% examples, 734341 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:20,586 : INFO : EPOCH 20 - PROGRESS: at 31.75% examples, 734381 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:21,588 : INFO : EPOCH 20 - PROGRESS: at 32.11% examples, 734377 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:22,604 : INFO : EPOCH 20 - PROGRESS: at 32.48% examples, 734353 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:23,608 : INFO : EPOCH 20 - PROGRESS: at 32.83% examples, 734436 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:24,614 : INFO : EPOCH 20 - PROGRESS: at 33.17% examples, 734417 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:25,629 : INFO : EPOCH 20 - PROGRESS: at 33.53% examples, 734384 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:26,641 : INFO : EPOCH 20 - PROGRESS: at 33.87% examples, 734409 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:27,649 : INFO : EPOCH 20 - PROGRESS: at 34.24% examples, 734421 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:56:28,665 : INFO : EPOCH 20 - PROGRESS: at 34.58% examples, 734363 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:29,669 : INFO : EPOCH 20 - PROGRESS: at 34.94% examples, 734506 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:30,681 : INFO : EPOCH 20 - PROGRESS: at 35.29% examples, 734463 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:31,682 : INFO : EPOCH 20 - PROGRESS: at 35.65% examples, 734401 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:32,693 : INFO : EPOCH 20 - PROGRESS: at 36.00% examples, 734514 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:33,701 : INFO : EPOCH 20 - PROGRESS: at 36.35% examples, 734512 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:34,713 : INFO : EPOCH 20 - PROGRESS: at 36.67% examples, 734643 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:35,726 : INFO : EPOCH 20 - PROGRESS: at 37.02% examples, 734652 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:56:36,733 : INFO : EPOCH 20 - PROGRESS: at 37.37% examples, 734640 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:37,743 : INFO : EPOCH 20 - PROGRESS: at 37.75% examples, 734630 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:38,746 : INFO : EPOCH 20 - PROGRESS: at 38.10% examples, 734588 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:39,750 : INFO : EPOCH 20 - PROGRESS: at 38.47% examples, 734548 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:40,751 : INFO : EPOCH 20 - PROGRESS: at 38.83% examples, 734500 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:56:41,766 : INFO : EPOCH 20 - PROGRESS: at 39.19% examples, 734533 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:42,783 : INFO : EPOCH 20 - PROGRESS: at 39.55% examples, 734551 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:43,786 : INFO : EPOCH 20 - PROGRESS: at 39.91% examples, 734552 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:44,794 : INFO : EPOCH 20 - PROGRESS: at 40.27% examples, 734583 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:45,809 : INFO : EPOCH 20 - PROGRESS: at 40.61% examples, 734585 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:46,819 : INFO : EPOCH 20 - PROGRESS: at 40.96% examples, 734554 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:56:47,830 : INFO : EPOCH 20 - PROGRESS: at 41.33% examples, 734539 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:48,837 : INFO : EPOCH 20 - PROGRESS: at 41.70% examples, 734469 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:49,837 : INFO : EPOCH 20 - PROGRESS: at 42.03% examples, 734472 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:56:50,851 : INFO : EPOCH 20 - PROGRESS: at 42.40% examples, 734464 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:51,855 : INFO : EPOCH 20 - PROGRESS: at 42.77% examples, 734395 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:52,859 : INFO : EPOCH 20 - PROGRESS: at 43.11% examples, 734393 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:53,861 : INFO : EPOCH 20 - PROGRESS: at 43.45% examples, 734321 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:54,867 : INFO : EPOCH 20 - PROGRESS: at 43.81% examples, 734289 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:56:55,878 : INFO : EPOCH 20 - PROGRESS: at 44.20% examples, 734293 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:56,898 : INFO : EPOCH 20 - PROGRESS: at 44.57% examples, 734265 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:57,898 : INFO : EPOCH 20 - PROGRESS: at 44.95% examples, 734301 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:58,899 : INFO : EPOCH 20 - PROGRESS: at 45.29% examples, 734151 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:56:59,908 : INFO : EPOCH 20 - PROGRESS: at 45.61% examples, 733853 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:00,911 : INFO : EPOCH 20 - PROGRESS: at 45.98% examples, 733615 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:01,913 : INFO : EPOCH 20 - PROGRESS: at 46.36% examples, 733269 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:02,922 : INFO : EPOCH 20 - PROGRESS: at 46.66% examples, 732710 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:03,923 : INFO : EPOCH 20 - PROGRESS: at 46.96% examples, 731687 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:04,944 : INFO : EPOCH 20 - PROGRESS: at 47.33% examples, 731561 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:05,945 : INFO : EPOCH 20 - PROGRESS: at 47.69% examples, 731585 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:06,953 : INFO : EPOCH 20 - PROGRESS: at 48.08% examples, 731560 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:07,956 : INFO : EPOCH 20 - PROGRESS: at 48.45% examples, 731514 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:08,964 : INFO : EPOCH 20 - PROGRESS: at 48.80% examples, 731522 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:09,971 : INFO : EPOCH 20 - PROGRESS: at 49.16% examples, 731616 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:10,973 : INFO : EPOCH 20 - PROGRESS: at 49.51% examples, 731691 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:57:12,001 : INFO : EPOCH 20 - PROGRESS: at 49.86% examples, 731627 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:13,003 : INFO : EPOCH 20 - PROGRESS: at 50.21% examples, 731691 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:57:14,009 : INFO : EPOCH 20 - PROGRESS: at 50.56% examples, 731731 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:15,015 : INFO : EPOCH 20 - PROGRESS: at 50.92% examples, 731758 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:16,043 : INFO : EPOCH 20 - PROGRESS: at 51.28% examples, 731717 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:17,060 : INFO : EPOCH 20 - PROGRESS: at 51.65% examples, 731740 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:18,061 : INFO : EPOCH 20 - PROGRESS: at 52.01% examples, 731830 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:19,066 : INFO : EPOCH 20 - PROGRESS: at 52.39% examples, 731781 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:20,069 : INFO : EPOCH 20 - PROGRESS: at 52.75% examples, 731798 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:21,076 : INFO : EPOCH 20 - PROGRESS: at 53.09% examples, 731870 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:22,077 : INFO : EPOCH 20 - PROGRESS: at 53.45% examples, 731931 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:23,088 : INFO : EPOCH 20 - PROGRESS: at 53.79% examples, 731964 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:24,093 : INFO : EPOCH 20 - PROGRESS: at 54.12% examples, 732085 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:25,099 : INFO : EPOCH 20 - PROGRESS: at 54.49% examples, 732062 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:26,101 : INFO : EPOCH 20 - PROGRESS: at 54.84% examples, 732085 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:27,103 : INFO : EPOCH 20 - PROGRESS: at 55.19% examples, 732156 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:28,118 : INFO : EPOCH 20 - PROGRESS: at 55.52% examples, 732195 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:29,122 : INFO : EPOCH 20 - PROGRESS: at 55.84% examples, 732207 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:30,126 : INFO : EPOCH 20 - PROGRESS: at 56.19% examples, 732266 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:57:31,135 : INFO : EPOCH 20 - PROGRESS: at 56.53% examples, 732295 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:32,139 : INFO : EPOCH 20 - PROGRESS: at 56.90% examples, 732321 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:33,140 : INFO : EPOCH 20 - PROGRESS: at 57.26% examples, 732271 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:34,148 : INFO : EPOCH 20 - PROGRESS: at 57.60% examples, 732293 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:35,160 : INFO : EPOCH 20 - PROGRESS: at 57.97% examples, 732301 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:36,163 : INFO : EPOCH 20 - PROGRESS: at 58.31% examples, 732357 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:37,175 : INFO : EPOCH 20 - PROGRESS: at 58.66% examples, 732348 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:38,177 : INFO : EPOCH 20 - PROGRESS: at 59.02% examples, 732411 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:39,194 : INFO : EPOCH 20 - PROGRESS: at 59.40% examples, 732353 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:40,195 : INFO : EPOCH 20 - PROGRESS: at 59.75% examples, 732372 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:41,198 : INFO : EPOCH 20 - PROGRESS: at 60.10% examples, 732431 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:42,207 : INFO : EPOCH 20 - PROGRESS: at 60.45% examples, 732390 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:43,208 : INFO : EPOCH 20 - PROGRESS: at 60.80% examples, 732459 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:44,228 : INFO : EPOCH 20 - PROGRESS: at 61.18% examples, 732375 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:57:45,231 : INFO : EPOCH 20 - PROGRESS: at 61.55% examples, 732387 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:57:46,239 : INFO : EPOCH 20 - PROGRESS: at 61.91% examples, 732393 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:47,240 : INFO : EPOCH 20 - PROGRESS: at 62.27% examples, 732357 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:48,259 : INFO : EPOCH 20 - PROGRESS: at 62.63% examples, 732351 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:49,275 : INFO : EPOCH 20 - PROGRESS: at 63.00% examples, 732356 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:50,287 : INFO : EPOCH 20 - PROGRESS: at 63.37% examples, 732379 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:51,317 : INFO : EPOCH 20 - PROGRESS: at 63.73% examples, 732367 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:52,330 : INFO : EPOCH 20 - PROGRESS: at 64.11% examples, 732409 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:53,337 : INFO : EPOCH 20 - PROGRESS: at 64.47% examples, 732492 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:54,338 : INFO : EPOCH 20 - PROGRESS: at 64.81% examples, 732539 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:57:55,339 : INFO : EPOCH 20 - PROGRESS: at 65.16% examples, 732476 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:56,342 : INFO : EPOCH 20 - PROGRESS: at 65.52% examples, 732504 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:57,350 : INFO : EPOCH 20 - PROGRESS: at 65.90% examples, 732497 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:58,365 : INFO : EPOCH 20 - PROGRESS: at 66.27% examples, 732509 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:57:59,371 : INFO : EPOCH 20 - PROGRESS: at 66.62% examples, 732498 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:00,382 : INFO : EPOCH 20 - PROGRESS: at 66.99% examples, 732465 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:01,387 : INFO : EPOCH 20 - PROGRESS: at 67.34% examples, 732492 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:02,402 : INFO : EPOCH 20 - PROGRESS: at 67.69% examples, 732489 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:03,405 : INFO : EPOCH 20 - PROGRESS: at 68.05% examples, 732501 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:04,411 : INFO : EPOCH 20 - PROGRESS: at 68.40% examples, 732439 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:05,416 : INFO : EPOCH 20 - PROGRESS: at 68.75% examples, 732507 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:06,429 : INFO : EPOCH 20 - PROGRESS: at 69.09% examples, 732457 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:07,441 : INFO : EPOCH 20 - PROGRESS: at 69.42% examples, 732542 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:08,443 : INFO : EPOCH 20 - PROGRESS: at 69.81% examples, 732500 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:09,455 : INFO : EPOCH 20 - PROGRESS: at 70.16% examples, 732511 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:10,472 : INFO : EPOCH 20 - PROGRESS: at 70.52% examples, 732491 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:11,472 : INFO : EPOCH 20 - PROGRESS: at 70.86% examples, 732536 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:12,477 : INFO : EPOCH 20 - PROGRESS: at 71.21% examples, 732566 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:13,486 : INFO : EPOCH 20 - PROGRESS: at 71.56% examples, 732570 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:14,497 : INFO : EPOCH 20 - PROGRESS: at 71.94% examples, 732555 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:15,501 : INFO : EPOCH 20 - PROGRESS: at 72.34% examples, 732519 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:16,504 : INFO : EPOCH 20 - PROGRESS: at 72.70% examples, 732485 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:17,515 : INFO : EPOCH 20 - PROGRESS: at 73.04% examples, 732490 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:18,523 : INFO : EPOCH 20 - PROGRESS: at 73.42% examples, 732528 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:19,531 : INFO : EPOCH 20 - PROGRESS: at 73.75% examples, 732578 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:20,533 : INFO : EPOCH 20 - PROGRESS: at 74.09% examples, 732599 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:21,537 : INFO : EPOCH 20 - PROGRESS: at 74.44% examples, 732606 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:22,555 : INFO : EPOCH 20 - PROGRESS: at 74.79% examples, 732622 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:23,555 : INFO : EPOCH 20 - PROGRESS: at 75.14% examples, 732627 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:58:24,580 : INFO : EPOCH 20 - PROGRESS: at 75.49% examples, 732615 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:25,581 : INFO : EPOCH 20 - PROGRESS: at 75.83% examples, 732686 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:26,593 : INFO : EPOCH 20 - PROGRESS: at 76.19% examples, 732668 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:27,596 : INFO : EPOCH 20 - PROGRESS: at 76.55% examples, 732709 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:28,610 : INFO : EPOCH 20 - PROGRESS: at 76.91% examples, 732698 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:58:29,628 : INFO : EPOCH 20 - PROGRESS: at 77.27% examples, 732689 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:30,632 : INFO : EPOCH 20 - PROGRESS: at 77.61% examples, 732735 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:31,635 : INFO : EPOCH 20 - PROGRESS: at 77.96% examples, 732691 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:32,643 : INFO : EPOCH 20 - PROGRESS: at 78.33% examples, 732694 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:33,652 : INFO : EPOCH 20 - PROGRESS: at 78.68% examples, 732676 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:34,654 : INFO : EPOCH 20 - PROGRESS: at 79.02% examples, 732723 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:35,655 : INFO : EPOCH 20 - PROGRESS: at 79.34% examples, 732720 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:36,665 : INFO : EPOCH 20 - PROGRESS: at 79.71% examples, 732713 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:37,669 : INFO : EPOCH 20 - PROGRESS: at 80.07% examples, 732735 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:38,690 : INFO : EPOCH 20 - PROGRESS: at 80.41% examples, 732725 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:58:39,693 : INFO : EPOCH 20 - PROGRESS: at 80.77% examples, 732754 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:40,697 : INFO : EPOCH 20 - PROGRESS: at 81.11% examples, 732746 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:41,705 : INFO : EPOCH 20 - PROGRESS: at 81.47% examples, 732729 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:42,726 : INFO : EPOCH 20 - PROGRESS: at 81.88% examples, 732713 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:43,734 : INFO : EPOCH 20 - PROGRESS: at 82.20% examples, 732764 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:44,739 : INFO : EPOCH 20 - PROGRESS: at 82.56% examples, 732744 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:58:45,745 : INFO : EPOCH 20 - PROGRESS: at 82.92% examples, 732777 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:46,754 : INFO : EPOCH 20 - PROGRESS: at 83.26% examples, 732798 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:47,757 : INFO : EPOCH 20 - PROGRESS: at 83.64% examples, 732804 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:48,763 : INFO : EPOCH 20 - PROGRESS: at 84.00% examples, 732783 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:58:49,775 : INFO : EPOCH 20 - PROGRESS: at 84.33% examples, 732832 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:50,777 : INFO : EPOCH 20 - PROGRESS: at 84.70% examples, 732851 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:51,781 : INFO : EPOCH 20 - PROGRESS: at 85.03% examples, 732839 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:58:52,782 : INFO : EPOCH 20 - PROGRESS: at 85.38% examples, 732845 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:53,790 : INFO : EPOCH 20 - PROGRESS: at 85.73% examples, 732847 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:54,805 : INFO : EPOCH 20 - PROGRESS: at 86.08% examples, 732851 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:58:55,810 : INFO : EPOCH 20 - PROGRESS: at 86.43% examples, 732871 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:56,818 : INFO : EPOCH 20 - PROGRESS: at 86.76% examples, 732859 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:57,820 : INFO : EPOCH 20 - PROGRESS: at 87.12% examples, 732829 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:58,827 : INFO : EPOCH 20 - PROGRESS: at 87.46% examples, 732885 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:58:59,837 : INFO : EPOCH 20 - PROGRESS: at 87.82% examples, 732868 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:00,854 : INFO : EPOCH 20 - PROGRESS: at 88.16% examples, 732878 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:01,860 : INFO : EPOCH 20 - PROGRESS: at 88.55% examples, 732898 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:02,868 : INFO : EPOCH 20 - PROGRESS: at 88.90% examples, 732926 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:03,869 : INFO : EPOCH 20 - PROGRESS: at 89.23% examples, 732956 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:59:04,870 : INFO : EPOCH 20 - PROGRESS: at 89.59% examples, 732976 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:05,882 : INFO : EPOCH 20 - PROGRESS: at 89.96% examples, 732946 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:06,893 : INFO : EPOCH 20 - PROGRESS: at 90.33% examples, 732970 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:07,906 : INFO : EPOCH 20 - PROGRESS: at 90.68% examples, 732965 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:08,920 : INFO : EPOCH 20 - PROGRESS: at 91.01% examples, 732948 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:09,943 : INFO : EPOCH 20 - PROGRESS: at 91.36% examples, 732969 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:10,949 : INFO : EPOCH 20 - PROGRESS: at 91.73% examples, 732990 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:11,951 : INFO : EPOCH 20 - PROGRESS: at 92.09% examples, 733007 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:59:12,959 : INFO : EPOCH 20 - PROGRESS: at 92.45% examples, 733044 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:13,966 : INFO : EPOCH 20 - PROGRESS: at 92.80% examples, 733010 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:59:14,969 : INFO : EPOCH 20 - PROGRESS: at 93.14% examples, 733041 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:15,977 : INFO : EPOCH 20 - PROGRESS: at 93.48% examples, 733046 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:16,989 : INFO : EPOCH 20 - PROGRESS: at 93.84% examples, 733043 words/s, in_qsize 8, out_qsize 0
2020-07-24 13:59:17,993 : INFO : EPOCH 20 - PROGRESS: at 94.22% examples, 733057 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:18,993 : INFO : EPOCH 20 - PROGRESS: at 94.56% examples, 733043 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:20,002 : INFO : EPOCH 20 - PROGRESS: at 94.92% examples, 733078 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:21,005 : INFO : EPOCH 20 - PROGRESS: at 95.27% examples, 733089 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:22,008 : INFO : EPOCH 20 - PROGRESS: at 95.62% examples, 733122 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:23,023 : INFO : EPOCH 20 - PROGRESS: at 96.01% examples, 733126 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:24,028 : INFO : EPOCH 20 - PROGRESS: at 96.38% examples, 733112 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:25,030 : INFO : EPOCH 20 - PROGRESS: at 96.75% examples, 733103 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:26,038 : INFO : EPOCH 20 - PROGRESS: at 97.12% examples, 733101 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:27,041 : INFO : EPOCH 20 - PROGRESS: at 97.48% examples, 733074 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:28,045 : INFO : EPOCH 20 - PROGRESS: at 97.86% examples, 733047 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:29,048 : INFO : EPOCH 20 - PROGRESS: at 98.20% examples, 733047 words/s, in_qsize 6, out_qsize 1
2020-07-24 13:59:30,056 : INFO : EPOCH 20 - PROGRESS: at 98.57% examples, 733087 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:31,059 : INFO : EPOCH 20 - PROGRESS: at 98.92% examples, 733120 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:32,063 : INFO : EPOCH 20 - PROGRESS: at 99.28% examples, 733109 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:33,063 : INFO : EPOCH 20 - PROGRESS: at 99.66% examples, 733056 words/s, in_qsize 7, out_qsize 0
2020-07-24 13:59:33,945 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 13:59:33,949 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 13:59:33,952 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 13:59:33,953 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 13:59:33,954 : INFO : EPOCH - 20 : training on 266972912 raw words (207415944 effective words) took 282.9s, 733092 effective words/s
2020-07-24 13:59:33,954 : INFO : training on a 5339458240 raw words (4148307143 effective words) took 5715.0s, 725864 effective words/s
2020-07-24 13:59:33,954 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[10]-1595599173.954869].model, separately None
2020-07-24 13:59:33,955 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[10]-1595599173.954869].model.trainables.syn1neg.npy
2020-07-24 13:59:34,514 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[10]-1595599173.954869].model.wv.vectors.npy
2020-07-24 13:59:35,067 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[10]-1595599173.954869].model.docvecs.vectors_docs.npy
2020-07-24 13:59:36,770 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[10]-1595599173.954869].model
2020-07-24 13:59:36,771 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[10]-1595599173.954869].model
2020-07-24 14:21:39,292 : INFO : collecting all words and their counts
2020-07-24 14:21:39,321 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-24 14:21:40,786 : INFO : PROGRESS: at example #10000, processed 6619745 words (4563572/s), 33602 word types, 454451 tags
2020-07-24 14:21:42,249 : INFO : PROGRESS: at example #20000, processed 13337346 words (4596257/s), 35490 word types, 454451 tags
2020-07-24 14:21:43,731 : INFO : PROGRESS: at example #30000, processed 20203296 words (4637198/s), 38519 word types, 454451 tags
2020-07-24 14:21:45,217 : INFO : PROGRESS: at example #40000, processed 26946240 words (4539648/s), 40227 word types, 454451 tags
2020-07-24 14:21:46,654 : INFO : PROGRESS: at example #50000, processed 33515152 words (4574781/s), 41785 word types, 454451 tags
2020-07-24 14:21:48,115 : INFO : PROGRESS: at example #60000, processed 40153978 words (4545764/s), 44005 word types, 454451 tags
2020-07-24 14:21:49,557 : INFO : PROGRESS: at example #70000, processed 46766325 words (4589245/s), 45460 word types, 454451 tags
2020-07-24 14:21:51,076 : INFO : PROGRESS: at example #80000, processed 53682199 words (4556650/s), 47166 word types, 454451 tags
2020-07-24 14:21:52,553 : INFO : PROGRESS: at example #90000, processed 60366945 words (4528824/s), 49167 word types, 454451 tags
2020-07-24 14:21:54,020 : INFO : PROGRESS: at example #100000, processed 67029845 words (4544952/s), 50903 word types, 454451 tags
2020-07-24 14:21:55,507 : INFO : PROGRESS: at example #110000, processed 73761444 words (4530652/s), 52333 word types, 454451 tags
2020-07-24 14:21:56,971 : INFO : PROGRESS: at example #120000, processed 80396487 words (4535343/s), 53730 word types, 454451 tags
2020-07-24 14:21:58,433 : INFO : PROGRESS: at example #130000, processed 86993846 words (4514066/s), 54754 word types, 454451 tags
2020-07-24 14:21:59,884 : INFO : PROGRESS: at example #140000, processed 93541853 words (4517916/s), 56183 word types, 454451 tags
2020-07-24 14:22:01,348 : INFO : PROGRESS: at example #150000, processed 100139831 words (4507522/s), 57522 word types, 454451 tags
2020-07-24 14:22:02,832 : INFO : PROGRESS: at example #160000, processed 106821154 words (4507062/s), 60397 word types, 454451 tags
2020-07-24 14:22:04,352 : INFO : PROGRESS: at example #170000, processed 113684492 words (4517453/s), 61719 word types, 454451 tags
2020-07-24 14:22:05,762 : INFO : PROGRESS: at example #180000, processed 120040635 words (4510233/s), 63472 word types, 454451 tags
2020-07-24 14:22:07,261 : INFO : PROGRESS: at example #190000, processed 126806073 words (4516432/s), 65053 word types, 454451 tags
2020-07-24 14:22:08,751 : INFO : PROGRESS: at example #200000, processed 133530659 words (4516369/s), 66089 word types, 454451 tags
2020-07-24 14:22:10,235 : INFO : PROGRESS: at example #210000, processed 140250163 words (4530970/s), 67616 word types, 454451 tags
2020-07-24 14:22:11,737 : INFO : PROGRESS: at example #220000, processed 147016301 words (4507217/s), 68600 word types, 454451 tags
2020-07-24 14:22:13,230 : INFO : PROGRESS: at example #230000, processed 153737665 words (4505788/s), 69960 word types, 454451 tags
2020-07-24 14:22:14,756 : INFO : PROGRESS: at example #240000, processed 160611497 words (4505548/s), 71215 word types, 454451 tags
2020-07-24 14:22:16,238 : INFO : PROGRESS: at example #250000, processed 167268773 words (4497391/s), 72940 word types, 454451 tags
2020-07-24 14:22:17,703 : INFO : PROGRESS: at example #260000, processed 173875384 words (4510207/s), 74797 word types, 454451 tags
2020-07-24 14:22:19,215 : INFO : PROGRESS: at example #270000, processed 180713570 words (4527305/s), 76323 word types, 454451 tags
2020-07-24 14:22:20,731 : INFO : PROGRESS: at example #280000, processed 187619377 words (4557714/s), 77711 word types, 454451 tags
2020-07-24 14:22:22,228 : INFO : PROGRESS: at example #290000, processed 194371265 words (4512361/s), 79124 word types, 454451 tags
2020-07-24 14:22:23,695 : INFO : PROGRESS: at example #300000, processed 200976909 words (4505664/s), 81652 word types, 454451 tags
2020-07-24 14:22:25,251 : INFO : PROGRESS: at example #310000, processed 207959463 words (4492533/s), 83211 word types, 454451 tags
2020-07-24 14:22:26,742 : INFO : PROGRESS: at example #320000, processed 214659418 words (4494963/s), 84832 word types, 454451 tags
2020-07-24 14:22:28,190 : INFO : PROGRESS: at example #330000, processed 221150922 words (4486427/s), 86285 word types, 454451 tags
2020-07-24 14:22:29,674 : INFO : PROGRESS: at example #340000, processed 227804116 words (4485333/s), 87576 word types, 454451 tags
2020-07-24 14:22:31,188 : INFO : PROGRESS: at example #350000, processed 234607848 words (4498993/s), 88642 word types, 454451 tags
2020-07-24 14:22:32,736 : INFO : PROGRESS: at example #360000, processed 241559803 words (4492111/s), 90926 word types, 454451 tags
2020-07-24 14:22:34,238 : INFO : PROGRESS: at example #370000, processed 248275521 words (4475931/s), 92121 word types, 454451 tags
2020-07-24 14:22:35,733 : INFO : PROGRESS: at example #380000, processed 254993381 words (4495644/s), 94402 word types, 454451 tags
2020-07-24 14:22:37,235 : INFO : PROGRESS: at example #390000, processed 261698377 words (4465860/s), 95536 word types, 454451 tags
2020-07-24 14:22:38,689 : INFO : collected 96616 word types and 454451 unique tags from a corpus of 400000 examples and 268191231 words
2020-07-24 14:22:38,690 : INFO : Updating model with new vocabulary
2020-07-24 14:22:38,851 : INFO : New added 96616 unique words (50% of original 193232) and increased the count of 96616 pre-existing words (50% of original 193232)
2020-07-24 14:22:39,460 : INFO : deleting the raw counts dictionary of 96616 items
2020-07-24 14:22:39,465 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-24 14:22:39,466 : INFO : downsampling leaves estimated 424387808 word corpus (158.2% of prior 268191231)
2020-07-24 14:22:40,484 : INFO : estimated required memory for 193232 words and 500 dimensions: 1778446000 bytes
2020-07-24 14:22:40,485 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-24 14:22:49,459 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-24 14:22:49,460 : INFO : training model with 4 workers on 584426 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-24 14:22:50,470 : INFO : EPOCH 1 - PROGRESS: at 0.35% examples, 691881 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:22:51,471 : INFO : EPOCH 1 - PROGRESS: at 0.70% examples, 714652 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:22:52,475 : INFO : EPOCH 1 - PROGRESS: at 1.05% examples, 716060 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:22:53,476 : INFO : EPOCH 1 - PROGRESS: at 1.43% examples, 718149 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:22:54,481 : INFO : EPOCH 1 - PROGRESS: at 1.78% examples, 721256 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:22:55,485 : INFO : EPOCH 1 - PROGRESS: at 2.12% examples, 722063 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:22:56,486 : INFO : EPOCH 1 - PROGRESS: at 2.46% examples, 723461 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:22:57,499 : INFO : EPOCH 1 - PROGRESS: at 2.82% examples, 724138 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:22:58,501 : INFO : EPOCH 1 - PROGRESS: at 3.18% examples, 724426 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:22:59,509 : INFO : EPOCH 1 - PROGRESS: at 3.50% examples, 726716 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:00,522 : INFO : EPOCH 1 - PROGRESS: at 3.86% examples, 726390 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:01,526 : INFO : EPOCH 1 - PROGRESS: at 4.20% examples, 726475 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:02,531 : INFO : EPOCH 1 - PROGRESS: at 4.57% examples, 726102 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:03,551 : INFO : EPOCH 1 - PROGRESS: at 4.93% examples, 726203 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:04,559 : INFO : EPOCH 1 - PROGRESS: at 5.31% examples, 725679 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:23:05,568 : INFO : EPOCH 1 - PROGRESS: at 5.68% examples, 725724 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:06,568 : INFO : EPOCH 1 - PROGRESS: at 6.01% examples, 726616 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:07,571 : INFO : EPOCH 1 - PROGRESS: at 6.34% examples, 727420 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:08,586 : INFO : EPOCH 1 - PROGRESS: at 6.68% examples, 727371 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:09,594 : INFO : EPOCH 1 - PROGRESS: at 7.04% examples, 727706 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:23:10,595 : INFO : EPOCH 1 - PROGRESS: at 7.41% examples, 727888 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:11,600 : INFO : EPOCH 1 - PROGRESS: at 7.75% examples, 727915 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:23:12,609 : INFO : EPOCH 1 - PROGRESS: at 8.11% examples, 727801 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:13,611 : INFO : EPOCH 1 - PROGRESS: at 8.44% examples, 728074 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:14,633 : INFO : EPOCH 1 - PROGRESS: at 8.80% examples, 728569 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:15,638 : INFO : EPOCH 1 - PROGRESS: at 9.16% examples, 728652 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:16,642 : INFO : EPOCH 1 - PROGRESS: at 9.46% examples, 728665 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:17,649 : INFO : EPOCH 1 - PROGRESS: at 9.85% examples, 728934 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:23:18,652 : INFO : EPOCH 1 - PROGRESS: at 10.21% examples, 729010 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:19,664 : INFO : EPOCH 1 - PROGRESS: at 10.57% examples, 728981 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:20,673 : INFO : EPOCH 1 - PROGRESS: at 10.92% examples, 729108 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:23:21,681 : INFO : EPOCH 1 - PROGRESS: at 11.28% examples, 729490 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:22,685 : INFO : EPOCH 1 - PROGRESS: at 11.64% examples, 729343 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:23,688 : INFO : EPOCH 1 - PROGRESS: at 11.99% examples, 729627 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:24,693 : INFO : EPOCH 1 - PROGRESS: at 12.35% examples, 729399 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:23:25,699 : INFO : EPOCH 1 - PROGRESS: at 12.71% examples, 729382 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:26,712 : INFO : EPOCH 1 - PROGRESS: at 13.06% examples, 729135 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:27,715 : INFO : EPOCH 1 - PROGRESS: at 13.40% examples, 729353 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:28,726 : INFO : EPOCH 1 - PROGRESS: at 13.77% examples, 729507 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:23:29,728 : INFO : EPOCH 1 - PROGRESS: at 14.12% examples, 729503 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:30,743 : INFO : EPOCH 1 - PROGRESS: at 14.48% examples, 729592 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:23:31,744 : INFO : EPOCH 1 - PROGRESS: at 14.83% examples, 729655 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:32,744 : INFO : EPOCH 1 - PROGRESS: at 15.18% examples, 729551 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:33,746 : INFO : EPOCH 1 - PROGRESS: at 15.52% examples, 729664 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:34,747 : INFO : EPOCH 1 - PROGRESS: at 15.89% examples, 729804 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:35,755 : INFO : EPOCH 1 - PROGRESS: at 16.25% examples, 729623 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:36,774 : INFO : EPOCH 1 - PROGRESS: at 16.62% examples, 729586 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:37,784 : INFO : EPOCH 1 - PROGRESS: at 16.99% examples, 729507 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:38,788 : INFO : EPOCH 1 - PROGRESS: at 17.35% examples, 729513 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:39,807 : INFO : EPOCH 1 - PROGRESS: at 17.70% examples, 728544 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:40,813 : INFO : EPOCH 1 - PROGRESS: at 18.03% examples, 728021 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:41,819 : INFO : EPOCH 1 - PROGRESS: at 18.33% examples, 727543 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:42,827 : INFO : EPOCH 1 - PROGRESS: at 18.67% examples, 726506 words/s, in_qsize 5, out_qsize 2
2020-07-24 14:23:43,853 : INFO : EPOCH 1 - PROGRESS: at 18.94% examples, 723998 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:44,855 : INFO : EPOCH 1 - PROGRESS: at 19.26% examples, 723487 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:45,857 : INFO : EPOCH 1 - PROGRESS: at 19.59% examples, 723725 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:23:46,867 : INFO : EPOCH 1 - PROGRESS: at 19.96% examples, 723716 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:47,869 : INFO : EPOCH 1 - PROGRESS: at 20.31% examples, 723839 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:48,876 : INFO : EPOCH 1 - PROGRESS: at 20.67% examples, 723842 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:49,885 : INFO : EPOCH 1 - PROGRESS: at 21.02% examples, 723793 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:50,897 : INFO : EPOCH 1 - PROGRESS: at 21.37% examples, 723783 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:51,918 : INFO : EPOCH 1 - PROGRESS: at 21.71% examples, 723874 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:52,919 : INFO : EPOCH 1 - PROGRESS: at 22.06% examples, 723924 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:53,927 : INFO : EPOCH 1 - PROGRESS: at 22.42% examples, 724057 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:54,929 : INFO : EPOCH 1 - PROGRESS: at 22.75% examples, 724125 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:23:55,932 : INFO : EPOCH 1 - PROGRESS: at 23.13% examples, 724302 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:56,941 : INFO : EPOCH 1 - PROGRESS: at 23.47% examples, 724418 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:23:57,942 : INFO : EPOCH 1 - PROGRESS: at 23.82% examples, 724578 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:58,946 : INFO : EPOCH 1 - PROGRESS: at 24.18% examples, 724571 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:23:59,950 : INFO : EPOCH 1 - PROGRESS: at 24.55% examples, 724548 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:00,953 : INFO : EPOCH 1 - PROGRESS: at 24.90% examples, 724514 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:01,954 : INFO : EPOCH 1 - PROGRESS: at 25.26% examples, 724564 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:02,963 : INFO : EPOCH 1 - PROGRESS: at 25.62% examples, 724601 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:03,967 : INFO : EPOCH 1 - PROGRESS: at 25.98% examples, 724717 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:04,969 : INFO : EPOCH 1 - PROGRESS: at 26.30% examples, 724859 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:24:05,976 : INFO : EPOCH 1 - PROGRESS: at 26.66% examples, 724907 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:06,981 : INFO : EPOCH 1 - PROGRESS: at 27.01% examples, 725107 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:07,986 : INFO : EPOCH 1 - PROGRESS: at 27.36% examples, 725092 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:08,997 : INFO : EPOCH 1 - PROGRESS: at 27.71% examples, 725075 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:09,999 : INFO : EPOCH 1 - PROGRESS: at 28.08% examples, 725166 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:11,003 : INFO : EPOCH 1 - PROGRESS: at 28.42% examples, 725311 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:12,005 : INFO : EPOCH 1 - PROGRESS: at 28.79% examples, 725369 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:13,007 : INFO : EPOCH 1 - PROGRESS: at 29.13% examples, 725441 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:14,018 : INFO : EPOCH 1 - PROGRESS: at 29.47% examples, 725397 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:15,019 : INFO : EPOCH 1 - PROGRESS: at 29.86% examples, 725483 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:16,032 : INFO : EPOCH 1 - PROGRESS: at 30.22% examples, 725464 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:24:17,039 : INFO : EPOCH 1 - PROGRESS: at 30.59% examples, 725481 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:18,047 : INFO : EPOCH 1 - PROGRESS: at 30.94% examples, 725578 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:19,048 : INFO : EPOCH 1 - PROGRESS: at 31.29% examples, 725674 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:20,048 : INFO : EPOCH 1 - PROGRESS: at 31.66% examples, 725676 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:21,051 : INFO : EPOCH 1 - PROGRESS: at 32.02% examples, 725782 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:22,052 : INFO : EPOCH 1 - PROGRESS: at 32.34% examples, 725810 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:24:23,060 : INFO : EPOCH 1 - PROGRESS: at 32.71% examples, 725777 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:24,071 : INFO : EPOCH 1 - PROGRESS: at 33.09% examples, 725610 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:25,087 : INFO : EPOCH 1 - PROGRESS: at 33.43% examples, 725703 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:26,094 : INFO : EPOCH 1 - PROGRESS: at 33.80% examples, 725804 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:27,096 : INFO : EPOCH 1 - PROGRESS: at 34.16% examples, 725745 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:28,102 : INFO : EPOCH 1 - PROGRESS: at 34.53% examples, 725749 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:29,108 : INFO : EPOCH 1 - PROGRESS: at 34.86% examples, 725768 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:30,109 : INFO : EPOCH 1 - PROGRESS: at 35.20% examples, 725723 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:31,110 : INFO : EPOCH 1 - PROGRESS: at 35.55% examples, 725680 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:32,112 : INFO : EPOCH 1 - PROGRESS: at 35.92% examples, 725665 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:33,118 : INFO : EPOCH 1 - PROGRESS: at 36.25% examples, 725693 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:34,118 : INFO : EPOCH 1 - PROGRESS: at 36.61% examples, 725778 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:35,124 : INFO : EPOCH 1 - PROGRESS: at 36.97% examples, 725791 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:36,131 : INFO : EPOCH 1 - PROGRESS: at 37.32% examples, 725777 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:37,140 : INFO : EPOCH 1 - PROGRESS: at 37.69% examples, 725896 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:24:38,147 : INFO : EPOCH 1 - PROGRESS: at 38.02% examples, 725766 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:39,149 : INFO : EPOCH 1 - PROGRESS: at 38.40% examples, 725842 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:40,161 : INFO : EPOCH 1 - PROGRESS: at 38.75% examples, 725828 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:41,173 : INFO : EPOCH 1 - PROGRESS: at 39.09% examples, 725863 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:42,175 : INFO : EPOCH 1 - PROGRESS: at 39.45% examples, 725893 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:43,191 : INFO : EPOCH 1 - PROGRESS: at 39.80% examples, 725980 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:24:44,193 : INFO : EPOCH 1 - PROGRESS: at 40.14% examples, 726006 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:45,206 : INFO : EPOCH 1 - PROGRESS: at 40.52% examples, 726011 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:46,218 : INFO : EPOCH 1 - PROGRESS: at 40.86% examples, 726087 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:47,240 : INFO : EPOCH 1 - PROGRESS: at 41.19% examples, 726054 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:48,247 : INFO : EPOCH 1 - PROGRESS: at 41.52% examples, 726041 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:49,251 : INFO : EPOCH 1 - PROGRESS: at 41.85% examples, 726052 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:50,264 : INFO : EPOCH 1 - PROGRESS: at 42.20% examples, 726085 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:51,268 : INFO : EPOCH 1 - PROGRESS: at 42.55% examples, 726066 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:52,268 : INFO : EPOCH 1 - PROGRESS: at 42.91% examples, 726087 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:53,271 : INFO : EPOCH 1 - PROGRESS: at 43.27% examples, 726031 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:54,280 : INFO : EPOCH 1 - PROGRESS: at 43.63% examples, 726114 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:55,281 : INFO : EPOCH 1 - PROGRESS: at 44.00% examples, 726085 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:56,299 : INFO : EPOCH 1 - PROGRESS: at 44.38% examples, 726049 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:57,303 : INFO : EPOCH 1 - PROGRESS: at 44.77% examples, 726071 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:58,314 : INFO : EPOCH 1 - PROGRESS: at 45.14% examples, 726048 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:24:59,315 : INFO : EPOCH 1 - PROGRESS: at 45.51% examples, 726059 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:00,324 : INFO : EPOCH 1 - PROGRESS: at 45.87% examples, 726034 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:01,334 : INFO : EPOCH 1 - PROGRESS: at 46.22% examples, 725989 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:02,338 : INFO : EPOCH 1 - PROGRESS: at 46.57% examples, 726019 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:03,341 : INFO : EPOCH 1 - PROGRESS: at 46.92% examples, 726082 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:04,357 : INFO : EPOCH 1 - PROGRESS: at 47.26% examples, 726053 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:05,358 : INFO : EPOCH 1 - PROGRESS: at 47.61% examples, 726170 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:06,378 : INFO : EPOCH 1 - PROGRESS: at 47.96% examples, 726119 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:07,379 : INFO : EPOCH 1 - PROGRESS: at 48.32% examples, 726167 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:08,389 : INFO : EPOCH 1 - PROGRESS: at 48.67% examples, 726153 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:09,391 : INFO : EPOCH 1 - PROGRESS: at 48.99% examples, 726193 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:10,394 : INFO : EPOCH 1 - PROGRESS: at 49.36% examples, 726167 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:11,395 : INFO : EPOCH 1 - PROGRESS: at 49.71% examples, 726161 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:12,401 : INFO : EPOCH 1 - PROGRESS: at 50.05% examples, 726192 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:13,406 : INFO : EPOCH 1 - PROGRESS: at 50.41% examples, 726179 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:14,408 : INFO : EPOCH 1 - PROGRESS: at 50.75% examples, 726121 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:25:15,410 : INFO : EPOCH 1 - PROGRESS: at 51.09% examples, 726157 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:16,420 : INFO : EPOCH 1 - PROGRESS: at 51.43% examples, 726157 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:17,421 : INFO : EPOCH 1 - PROGRESS: at 51.78% examples, 726221 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:18,424 : INFO : EPOCH 1 - PROGRESS: at 52.14% examples, 726275 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:19,433 : INFO : EPOCH 1 - PROGRESS: at 52.50% examples, 726195 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:20,439 : INFO : EPOCH 1 - PROGRESS: at 52.88% examples, 726198 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:21,448 : INFO : EPOCH 1 - PROGRESS: at 53.23% examples, 726254 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:22,451 : INFO : EPOCH 1 - PROGRESS: at 53.59% examples, 726247 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:23,464 : INFO : EPOCH 1 - PROGRESS: at 53.94% examples, 726272 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:24,469 : INFO : EPOCH 1 - PROGRESS: at 54.26% examples, 726143 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:25:25,473 : INFO : EPOCH 1 - PROGRESS: at 54.59% examples, 726211 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:25:26,481 : INFO : EPOCH 1 - PROGRESS: at 54.94% examples, 726144 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:27,482 : INFO : EPOCH 1 - PROGRESS: at 55.26% examples, 726214 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:28,494 : INFO : EPOCH 1 - PROGRESS: at 55.63% examples, 726248 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:29,496 : INFO : EPOCH 1 - PROGRESS: at 55.99% examples, 726261 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:30,501 : INFO : EPOCH 1 - PROGRESS: at 56.33% examples, 726193 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:31,513 : INFO : EPOCH 1 - PROGRESS: at 56.67% examples, 726222 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:32,522 : INFO : EPOCH 1 - PROGRESS: at 57.03% examples, 726253 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:33,537 : INFO : EPOCH 1 - PROGRESS: at 57.38% examples, 726280 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:34,542 : INFO : EPOCH 1 - PROGRESS: at 57.73% examples, 726257 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:35,550 : INFO : EPOCH 1 - PROGRESS: at 58.09% examples, 726237 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:36,553 : INFO : EPOCH 1 - PROGRESS: at 58.44% examples, 726290 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:37,555 : INFO : EPOCH 1 - PROGRESS: at 58.77% examples, 726367 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:38,560 : INFO : EPOCH 1 - PROGRESS: at 59.12% examples, 726405 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:39,570 : INFO : EPOCH 1 - PROGRESS: at 59.49% examples, 726367 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:40,579 : INFO : EPOCH 1 - PROGRESS: at 59.83% examples, 726398 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:41,583 : INFO : EPOCH 1 - PROGRESS: at 60.18% examples, 726404 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:42,584 : INFO : EPOCH 1 - PROGRESS: at 60.50% examples, 726395 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:25:43,591 : INFO : EPOCH 1 - PROGRESS: at 60.87% examples, 726350 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:44,595 : INFO : EPOCH 1 - PROGRESS: at 61.23% examples, 726335 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:45,601 : INFO : EPOCH 1 - PROGRESS: at 61.59% examples, 726345 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:46,609 : INFO : EPOCH 1 - PROGRESS: at 61.93% examples, 726299 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:25:47,619 : INFO : EPOCH 1 - PROGRESS: at 62.28% examples, 726362 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:48,622 : INFO : EPOCH 1 - PROGRESS: at 62.62% examples, 726431 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:49,628 : INFO : EPOCH 1 - PROGRESS: at 62.96% examples, 726409 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:50,629 : INFO : EPOCH 1 - PROGRESS: at 63.34% examples, 726405 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:51,631 : INFO : EPOCH 1 - PROGRESS: at 63.69% examples, 726380 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:52,639 : INFO : EPOCH 1 - PROGRESS: at 64.03% examples, 726398 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:53,647 : INFO : EPOCH 1 - PROGRESS: at 64.37% examples, 726356 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:25:54,657 : INFO : EPOCH 1 - PROGRESS: at 64.71% examples, 726349 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:55,664 : INFO : EPOCH 1 - PROGRESS: at 65.07% examples, 726312 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:56,666 : INFO : EPOCH 1 - PROGRESS: at 65.41% examples, 726351 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:57,671 : INFO : EPOCH 1 - PROGRESS: at 65.74% examples, 726413 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:58,676 : INFO : EPOCH 1 - PROGRESS: at 66.11% examples, 726404 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:25:59,679 : INFO : EPOCH 1 - PROGRESS: at 66.46% examples, 726434 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:00,683 : INFO : EPOCH 1 - PROGRESS: at 66.81% examples, 726430 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:01,693 : INFO : EPOCH 1 - PROGRESS: at 67.15% examples, 726429 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:02,699 : INFO : EPOCH 1 - PROGRESS: at 67.49% examples, 726438 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:03,720 : INFO : EPOCH 1 - PROGRESS: at 67.82% examples, 726479 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:04,727 : INFO : EPOCH 1 - PROGRESS: at 68.18% examples, 726549 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:05,731 : INFO : EPOCH 1 - PROGRESS: at 68.53% examples, 726514 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:26:06,737 : INFO : EPOCH 1 - PROGRESS: at 68.88% examples, 726507 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:07,756 : INFO : EPOCH 1 - PROGRESS: at 69.24% examples, 726499 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:08,775 : INFO : EPOCH 1 - PROGRESS: at 69.61% examples, 726494 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:09,789 : INFO : EPOCH 1 - PROGRESS: at 69.96% examples, 726460 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:10,802 : INFO : EPOCH 1 - PROGRESS: at 70.33% examples, 726489 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:26:11,802 : INFO : EPOCH 1 - PROGRESS: at 70.68% examples, 726480 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:12,812 : INFO : EPOCH 1 - PROGRESS: at 71.04% examples, 726469 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:13,825 : INFO : EPOCH 1 - PROGRESS: at 71.39% examples, 726459 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:14,827 : INFO : EPOCH 1 - PROGRESS: at 71.73% examples, 726509 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:15,840 : INFO : EPOCH 1 - PROGRESS: at 72.07% examples, 726462 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:16,846 : INFO : EPOCH 1 - PROGRESS: at 72.41% examples, 726489 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:17,848 : INFO : EPOCH 1 - PROGRESS: at 72.75% examples, 726481 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:18,859 : INFO : EPOCH 1 - PROGRESS: at 73.09% examples, 726460 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:19,870 : INFO : EPOCH 1 - PROGRESS: at 73.44% examples, 726309 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:20,887 : INFO : EPOCH 1 - PROGRESS: at 73.81% examples, 726115 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:26:21,891 : INFO : EPOCH 1 - PROGRESS: at 74.18% examples, 726065 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:22,900 : INFO : EPOCH 1 - PROGRESS: at 74.50% examples, 725961 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:23,906 : INFO : EPOCH 1 - PROGRESS: at 74.78% examples, 725317 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:24,910 : INFO : EPOCH 1 - PROGRESS: at 75.11% examples, 725012 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:25,910 : INFO : EPOCH 1 - PROGRESS: at 75.46% examples, 725016 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:26,912 : INFO : EPOCH 1 - PROGRESS: at 75.77% examples, 724990 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:27,933 : INFO : EPOCH 1 - PROGRESS: at 76.11% examples, 725005 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:28,940 : INFO : EPOCH 1 - PROGRESS: at 76.45% examples, 725085 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:29,942 : INFO : EPOCH 1 - PROGRESS: at 76.81% examples, 725107 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:30,948 : INFO : EPOCH 1 - PROGRESS: at 77.14% examples, 725114 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:31,951 : INFO : EPOCH 1 - PROGRESS: at 77.48% examples, 725168 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:32,960 : INFO : EPOCH 1 - PROGRESS: at 77.82% examples, 725128 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:33,975 : INFO : EPOCH 1 - PROGRESS: at 78.19% examples, 725095 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:34,979 : INFO : EPOCH 1 - PROGRESS: at 78.55% examples, 725158 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:35,988 : INFO : EPOCH 1 - PROGRESS: at 78.93% examples, 725148 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:36,992 : INFO : EPOCH 1 - PROGRESS: at 79.28% examples, 725157 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:37,998 : INFO : EPOCH 1 - PROGRESS: at 79.61% examples, 725158 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:39,001 : INFO : EPOCH 1 - PROGRESS: at 79.93% examples, 725196 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:40,003 : INFO : EPOCH 1 - PROGRESS: at 80.29% examples, 725281 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:41,003 : INFO : EPOCH 1 - PROGRESS: at 80.65% examples, 725308 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:26:42,030 : INFO : EPOCH 1 - PROGRESS: at 81.00% examples, 725267 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:43,036 : INFO : EPOCH 1 - PROGRESS: at 81.36% examples, 725271 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:44,053 : INFO : EPOCH 1 - PROGRESS: at 81.71% examples, 725283 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:45,058 : INFO : EPOCH 1 - PROGRESS: at 82.09% examples, 725261 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:46,061 : INFO : EPOCH 1 - PROGRESS: at 82.46% examples, 725294 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:47,074 : INFO : EPOCH 1 - PROGRESS: at 82.82% examples, 725290 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:48,078 : INFO : EPOCH 1 - PROGRESS: at 83.17% examples, 725344 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:49,089 : INFO : EPOCH 1 - PROGRESS: at 83.51% examples, 725327 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:50,093 : INFO : EPOCH 1 - PROGRESS: at 83.86% examples, 725326 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:51,094 : INFO : EPOCH 1 - PROGRESS: at 84.21% examples, 725331 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:52,104 : INFO : EPOCH 1 - PROGRESS: at 84.54% examples, 725327 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:53,112 : INFO : EPOCH 1 - PROGRESS: at 84.91% examples, 725355 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:54,124 : INFO : EPOCH 1 - PROGRESS: at 85.25% examples, 725370 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:55,135 : INFO : EPOCH 1 - PROGRESS: at 85.59% examples, 725365 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:56,139 : INFO : EPOCH 1 - PROGRESS: at 85.94% examples, 725442 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:57,148 : INFO : EPOCH 1 - PROGRESS: at 86.26% examples, 725482 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:58,171 : INFO : EPOCH 1 - PROGRESS: at 86.60% examples, 725485 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:26:59,173 : INFO : EPOCH 1 - PROGRESS: at 86.94% examples, 725486 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:00,175 : INFO : EPOCH 1 - PROGRESS: at 87.32% examples, 725496 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:01,179 : INFO : EPOCH 1 - PROGRESS: at 87.70% examples, 725516 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:02,185 : INFO : EPOCH 1 - PROGRESS: at 88.05% examples, 725499 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:03,187 : INFO : EPOCH 1 - PROGRESS: at 88.39% examples, 725521 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:04,200 : INFO : EPOCH 1 - PROGRESS: at 88.69% examples, 725540 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:05,209 : INFO : EPOCH 1 - PROGRESS: at 89.05% examples, 725597 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:06,212 : INFO : EPOCH 1 - PROGRESS: at 89.39% examples, 725596 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:07,221 : INFO : EPOCH 1 - PROGRESS: at 89.73% examples, 725633 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:08,230 : INFO : EPOCH 1 - PROGRESS: at 90.10% examples, 725626 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:09,247 : INFO : EPOCH 1 - PROGRESS: at 90.47% examples, 725614 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:10,250 : INFO : EPOCH 1 - PROGRESS: at 90.81% examples, 725631 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:11,254 : INFO : EPOCH 1 - PROGRESS: at 91.18% examples, 725599 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:12,265 : INFO : EPOCH 1 - PROGRESS: at 91.52% examples, 725619 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:13,272 : INFO : EPOCH 1 - PROGRESS: at 91.85% examples, 725628 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:14,279 : INFO : EPOCH 1 - PROGRESS: at 92.20% examples, 725635 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:15,288 : INFO : EPOCH 1 - PROGRESS: at 92.55% examples, 725631 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:16,298 : INFO : EPOCH 1 - PROGRESS: at 92.91% examples, 725624 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:17,301 : INFO : EPOCH 1 - PROGRESS: at 93.25% examples, 725637 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:18,312 : INFO : EPOCH 1 - PROGRESS: at 93.59% examples, 725650 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:19,338 : INFO : EPOCH 1 - PROGRESS: at 93.92% examples, 725630 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:20,341 : INFO : EPOCH 1 - PROGRESS: at 94.27% examples, 725696 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:21,344 : INFO : EPOCH 1 - PROGRESS: at 94.61% examples, 725670 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:22,346 : INFO : EPOCH 1 - PROGRESS: at 95.00% examples, 725642 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:23,347 : INFO : EPOCH 1 - PROGRESS: at 95.35% examples, 725668 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:24,358 : INFO : EPOCH 1 - PROGRESS: at 95.69% examples, 725666 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:25,362 : INFO : EPOCH 1 - PROGRESS: at 96.01% examples, 725775 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:26,367 : INFO : EPOCH 1 - PROGRESS: at 96.36% examples, 725779 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:27,372 : INFO : EPOCH 1 - PROGRESS: at 96.74% examples, 725765 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:28,377 : INFO : EPOCH 1 - PROGRESS: at 97.10% examples, 725759 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:29,378 : INFO : EPOCH 1 - PROGRESS: at 97.46% examples, 725746 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:30,390 : INFO : EPOCH 1 - PROGRESS: at 97.82% examples, 725743 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:31,393 : INFO : EPOCH 1 - PROGRESS: at 98.17% examples, 725751 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:32,395 : INFO : EPOCH 1 - PROGRESS: at 98.51% examples, 725716 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:33,401 : INFO : EPOCH 1 - PROGRESS: at 98.91% examples, 725720 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:34,404 : INFO : EPOCH 1 - PROGRESS: at 99.24% examples, 725757 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:35,413 : INFO : EPOCH 1 - PROGRESS: at 99.59% examples, 725703 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:36,418 : INFO : EPOCH 1 - PROGRESS: at 99.95% examples, 725704 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:36,538 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 14:27:36,550 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 14:27:36,555 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 14:27:36,559 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 14:27:36,560 : INFO : EPOCH - 1 : training on 268191231 raw words (208346899 effective words) took 287.1s, 725712 effective words/s
2020-07-24 14:27:37,567 : INFO : EPOCH 2 - PROGRESS: at 0.35% examples, 691411 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:38,574 : INFO : EPOCH 2 - PROGRESS: at 0.69% examples, 704082 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:39,575 : INFO : EPOCH 2 - PROGRESS: at 1.05% examples, 712696 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:40,587 : INFO : EPOCH 2 - PROGRESS: at 1.41% examples, 710107 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:41,592 : INFO : EPOCH 2 - PROGRESS: at 1.76% examples, 712062 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:42,602 : INFO : EPOCH 2 - PROGRESS: at 2.11% examples, 713927 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:43,625 : INFO : EPOCH 2 - PROGRESS: at 2.44% examples, 715449 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:44,627 : INFO : EPOCH 2 - PROGRESS: at 2.80% examples, 716416 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:45,635 : INFO : EPOCH 2 - PROGRESS: at 3.15% examples, 717675 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:46,640 : INFO : EPOCH 2 - PROGRESS: at 3.47% examples, 718596 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:47,665 : INFO : EPOCH 2 - PROGRESS: at 3.84% examples, 718178 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:48,676 : INFO : EPOCH 2 - PROGRESS: at 4.18% examples, 719242 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:27:49,680 : INFO : EPOCH 2 - PROGRESS: at 4.54% examples, 718722 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:50,684 : INFO : EPOCH 2 - PROGRESS: at 4.88% examples, 718489 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:51,687 : INFO : EPOCH 2 - PROGRESS: at 5.27% examples, 718782 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:52,694 : INFO : EPOCH 2 - PROGRESS: at 5.62% examples, 718536 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:53,696 : INFO : EPOCH 2 - PROGRESS: at 5.96% examples, 719095 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:54,698 : INFO : EPOCH 2 - PROGRESS: at 6.28% examples, 719706 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:55,713 : INFO : EPOCH 2 - PROGRESS: at 6.62% examples, 719784 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:56,714 : INFO : EPOCH 2 - PROGRESS: at 6.97% examples, 720140 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:57,723 : INFO : EPOCH 2 - PROGRESS: at 7.34% examples, 720025 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:58,737 : INFO : EPOCH 2 - PROGRESS: at 7.68% examples, 720209 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:27:59,739 : INFO : EPOCH 2 - PROGRESS: at 8.03% examples, 720240 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:00,740 : INFO : EPOCH 2 - PROGRESS: at 8.37% examples, 719951 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:01,745 : INFO : EPOCH 2 - PROGRESS: at 8.71% examples, 719998 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:02,749 : INFO : EPOCH 2 - PROGRESS: at 9.07% examples, 720095 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:03,753 : INFO : EPOCH 2 - PROGRESS: at 9.38% examples, 720439 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:04,757 : INFO : EPOCH 2 - PROGRESS: at 9.73% examples, 720540 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:05,758 : INFO : EPOCH 2 - PROGRESS: at 10.10% examples, 720681 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:06,763 : INFO : EPOCH 2 - PROGRESS: at 10.44% examples, 720550 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:07,766 : INFO : EPOCH 2 - PROGRESS: at 10.79% examples, 720687 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:08,770 : INFO : EPOCH 2 - PROGRESS: at 11.15% examples, 720815 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:28:09,772 : INFO : EPOCH 2 - PROGRESS: at 11.50% examples, 721136 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:10,776 : INFO : EPOCH 2 - PROGRESS: at 11.84% examples, 721029 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:11,778 : INFO : EPOCH 2 - PROGRESS: at 12.20% examples, 720891 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:12,780 : INFO : EPOCH 2 - PROGRESS: at 12.56% examples, 720780 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:13,805 : INFO : EPOCH 2 - PROGRESS: at 12.91% examples, 720662 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:14,805 : INFO : EPOCH 2 - PROGRESS: at 13.24% examples, 720926 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:15,813 : INFO : EPOCH 2 - PROGRESS: at 13.60% examples, 721147 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:16,816 : INFO : EPOCH 2 - PROGRESS: at 13.96% examples, 721357 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:28:17,816 : INFO : EPOCH 2 - PROGRESS: at 14.31% examples, 721263 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:18,825 : INFO : EPOCH 2 - PROGRESS: at 14.65% examples, 721093 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:19,840 : INFO : EPOCH 2 - PROGRESS: at 15.01% examples, 721047 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:20,845 : INFO : EPOCH 2 - PROGRESS: at 15.35% examples, 721003 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:21,848 : INFO : EPOCH 2 - PROGRESS: at 15.70% examples, 720969 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:22,848 : INFO : EPOCH 2 - PROGRESS: at 16.04% examples, 721208 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:23,851 : INFO : EPOCH 2 - PROGRESS: at 16.43% examples, 720928 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:24,853 : INFO : EPOCH 2 - PROGRESS: at 16.77% examples, 720906 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:25,863 : INFO : EPOCH 2 - PROGRESS: at 17.13% examples, 720791 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:26,885 : INFO : EPOCH 2 - PROGRESS: at 17.49% examples, 720836 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:27,899 : INFO : EPOCH 2 - PROGRESS: at 17.85% examples, 720884 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:28:28,901 : INFO : EPOCH 2 - PROGRESS: at 18.20% examples, 721021 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:29,906 : INFO : EPOCH 2 - PROGRESS: at 18.52% examples, 721045 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:30,907 : INFO : EPOCH 2 - PROGRESS: at 18.86% examples, 721217 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:31,918 : INFO : EPOCH 2 - PROGRESS: at 19.20% examples, 721157 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:32,927 : INFO : EPOCH 2 - PROGRESS: at 19.52% examples, 721397 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:33,933 : INFO : EPOCH 2 - PROGRESS: at 19.87% examples, 721408 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:34,935 : INFO : EPOCH 2 - PROGRESS: at 20.23% examples, 721466 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:35,945 : INFO : EPOCH 2 - PROGRESS: at 20.58% examples, 721311 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:36,950 : INFO : EPOCH 2 - PROGRESS: at 20.93% examples, 721307 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:37,957 : INFO : EPOCH 2 - PROGRESS: at 21.28% examples, 721175 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:28:38,959 : INFO : EPOCH 2 - PROGRESS: at 21.62% examples, 721314 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:39,959 : INFO : EPOCH 2 - PROGRESS: at 21.95% examples, 721291 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:28:40,963 : INFO : EPOCH 2 - PROGRESS: at 22.30% examples, 721238 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:41,969 : INFO : EPOCH 2 - PROGRESS: at 22.63% examples, 721228 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:42,977 : INFO : EPOCH 2 - PROGRESS: at 22.99% examples, 720775 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:43,992 : INFO : EPOCH 2 - PROGRESS: at 23.26% examples, 718575 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:45,014 : INFO : EPOCH 2 - PROGRESS: at 23.54% examples, 716176 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:46,021 : INFO : EPOCH 2 - PROGRESS: at 23.79% examples, 713416 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:47,032 : INFO : EPOCH 2 - PROGRESS: at 24.07% examples, 711318 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:28:48,036 : INFO : EPOCH 2 - PROGRESS: at 24.38% examples, 709283 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:28:49,042 : INFO : EPOCH 2 - PROGRESS: at 24.66% examples, 707398 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:50,055 : INFO : EPOCH 2 - PROGRESS: at 24.93% examples, 705463 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:51,074 : INFO : EPOCH 2 - PROGRESS: at 25.21% examples, 703584 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:52,076 : INFO : EPOCH 2 - PROGRESS: at 25.50% examples, 701729 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:53,078 : INFO : EPOCH 2 - PROGRESS: at 25.77% examples, 699921 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:54,080 : INFO : EPOCH 2 - PROGRESS: at 26.03% examples, 698200 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:55,080 : INFO : EPOCH 2 - PROGRESS: at 26.34% examples, 698204 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:56,089 : INFO : EPOCH 2 - PROGRESS: at 26.69% examples, 698514 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:57,092 : INFO : EPOCH 2 - PROGRESS: at 27.04% examples, 698909 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:58,093 : INFO : EPOCH 2 - PROGRESS: at 27.39% examples, 699100 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:28:59,102 : INFO : EPOCH 2 - PROGRESS: at 27.74% examples, 699375 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:00,107 : INFO : EPOCH 2 - PROGRESS: at 28.09% examples, 699304 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:01,119 : INFO : EPOCH 2 - PROGRESS: at 28.42% examples, 699326 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:02,123 : INFO : EPOCH 2 - PROGRESS: at 28.77% examples, 699339 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:03,136 : INFO : EPOCH 2 - PROGRESS: at 29.10% examples, 699297 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:04,153 : INFO : EPOCH 2 - PROGRESS: at 29.43% examples, 699152 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:05,166 : INFO : EPOCH 2 - PROGRESS: at 29.74% examples, 697763 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:06,173 : INFO : EPOCH 2 - PROGRESS: at 30.07% examples, 697281 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:07,183 : INFO : EPOCH 2 - PROGRESS: at 30.43% examples, 697569 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:08,191 : INFO : EPOCH 2 - PROGRESS: at 30.79% examples, 697757 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:29:09,195 : INFO : EPOCH 2 - PROGRESS: at 31.13% examples, 698176 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:10,203 : INFO : EPOCH 2 - PROGRESS: at 31.49% examples, 698387 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:11,211 : INFO : EPOCH 2 - PROGRESS: at 31.85% examples, 698545 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:12,214 : INFO : EPOCH 2 - PROGRESS: at 32.17% examples, 698910 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:13,214 : INFO : EPOCH 2 - PROGRESS: at 32.54% examples, 699128 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:14,219 : INFO : EPOCH 2 - PROGRESS: at 32.90% examples, 699155 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:15,245 : INFO : EPOCH 2 - PROGRESS: at 33.25% examples, 699500 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:16,261 : INFO : EPOCH 2 - PROGRESS: at 33.60% examples, 699727 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:29:17,266 : INFO : EPOCH 2 - PROGRESS: at 33.98% examples, 699911 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:18,273 : INFO : EPOCH 2 - PROGRESS: at 34.35% examples, 700086 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:19,288 : INFO : EPOCH 2 - PROGRESS: at 34.68% examples, 700228 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:29:20,291 : INFO : EPOCH 2 - PROGRESS: at 35.01% examples, 700467 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:21,293 : INFO : EPOCH 2 - PROGRESS: at 35.36% examples, 700531 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:22,301 : INFO : EPOCH 2 - PROGRESS: at 35.73% examples, 700777 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:23,303 : INFO : EPOCH 2 - PROGRESS: at 36.07% examples, 700994 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:24,307 : INFO : EPOCH 2 - PROGRESS: at 36.41% examples, 701155 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:25,308 : INFO : EPOCH 2 - PROGRESS: at 36.75% examples, 701390 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:26,320 : INFO : EPOCH 2 - PROGRESS: at 37.13% examples, 701610 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:27,321 : INFO : EPOCH 2 - PROGRESS: at 37.48% examples, 701793 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:28,322 : INFO : EPOCH 2 - PROGRESS: at 37.83% examples, 701997 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:29,327 : INFO : EPOCH 2 - PROGRESS: at 38.18% examples, 702190 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:29:30,348 : INFO : EPOCH 2 - PROGRESS: at 38.54% examples, 702233 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:31,358 : INFO : EPOCH 2 - PROGRESS: at 38.88% examples, 702293 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:32,359 : INFO : EPOCH 2 - PROGRESS: at 39.22% examples, 702525 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:29:33,377 : INFO : EPOCH 2 - PROGRESS: at 39.57% examples, 702716 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:34,377 : INFO : EPOCH 2 - PROGRESS: at 39.91% examples, 702849 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:35,392 : INFO : EPOCH 2 - PROGRESS: at 40.26% examples, 702893 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:36,411 : INFO : EPOCH 2 - PROGRESS: at 40.63% examples, 703069 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:37,415 : INFO : EPOCH 2 - PROGRESS: at 40.96% examples, 703355 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:38,427 : INFO : EPOCH 2 - PROGRESS: at 41.28% examples, 703505 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:29:39,431 : INFO : EPOCH 2 - PROGRESS: at 41.63% examples, 703704 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:40,432 : INFO : EPOCH 2 - PROGRESS: at 41.95% examples, 703932 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:41,438 : INFO : EPOCH 2 - PROGRESS: at 42.29% examples, 704038 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:42,447 : INFO : EPOCH 2 - PROGRESS: at 42.66% examples, 704152 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:43,449 : INFO : EPOCH 2 - PROGRESS: at 43.01% examples, 704280 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:44,449 : INFO : EPOCH 2 - PROGRESS: at 43.37% examples, 704416 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:29:45,455 : INFO : EPOCH 2 - PROGRESS: at 43.72% examples, 704504 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:46,459 : INFO : EPOCH 2 - PROGRESS: at 44.09% examples, 704653 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:47,475 : INFO : EPOCH 2 - PROGRESS: at 44.49% examples, 704713 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:48,477 : INFO : EPOCH 2 - PROGRESS: at 44.85% examples, 704832 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:49,477 : INFO : EPOCH 2 - PROGRESS: at 45.21% examples, 704936 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:29:50,480 : INFO : EPOCH 2 - PROGRESS: at 45.58% examples, 705033 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:51,481 : INFO : EPOCH 2 - PROGRESS: at 45.93% examples, 705129 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:52,485 : INFO : EPOCH 2 - PROGRESS: at 46.27% examples, 705220 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:53,489 : INFO : EPOCH 2 - PROGRESS: at 46.61% examples, 705410 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:54,501 : INFO : EPOCH 2 - PROGRESS: at 46.97% examples, 705510 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:55,501 : INFO : EPOCH 2 - PROGRESS: at 47.31% examples, 705601 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:56,502 : INFO : EPOCH 2 - PROGRESS: at 47.65% examples, 705756 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:29:57,508 : INFO : EPOCH 2 - PROGRESS: at 47.99% examples, 705840 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:58,508 : INFO : EPOCH 2 - PROGRESS: at 48.35% examples, 705978 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:29:59,526 : INFO : EPOCH 2 - PROGRESS: at 48.70% examples, 706109 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:00,528 : INFO : EPOCH 2 - PROGRESS: at 49.03% examples, 706296 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:01,538 : INFO : EPOCH 2 - PROGRESS: at 49.38% examples, 706306 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:02,539 : INFO : EPOCH 2 - PROGRESS: at 49.73% examples, 706393 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:03,543 : INFO : EPOCH 2 - PROGRESS: at 50.07% examples, 706512 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:04,558 : INFO : EPOCH 2 - PROGRESS: at 50.43% examples, 706531 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:05,561 : INFO : EPOCH 2 - PROGRESS: at 50.77% examples, 706675 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:06,568 : INFO : EPOCH 2 - PROGRESS: at 51.11% examples, 706716 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:07,575 : INFO : EPOCH 2 - PROGRESS: at 51.44% examples, 706821 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:08,577 : INFO : EPOCH 2 - PROGRESS: at 51.79% examples, 706938 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:30:09,599 : INFO : EPOCH 2 - PROGRESS: at 52.15% examples, 707051 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:10,611 : INFO : EPOCH 2 - PROGRESS: at 52.51% examples, 707127 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:11,612 : INFO : EPOCH 2 - PROGRESS: at 52.89% examples, 707225 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:30:12,617 : INFO : EPOCH 2 - PROGRESS: at 53.23% examples, 707326 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:13,623 : INFO : EPOCH 2 - PROGRESS: at 53.59% examples, 707421 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:14,631 : INFO : EPOCH 2 - PROGRESS: at 53.94% examples, 707537 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:30:15,640 : INFO : EPOCH 2 - PROGRESS: at 54.26% examples, 707563 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:16,641 : INFO : EPOCH 2 - PROGRESS: at 54.59% examples, 707702 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:17,649 : INFO : EPOCH 2 - PROGRESS: at 54.94% examples, 707767 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:18,668 : INFO : EPOCH 2 - PROGRESS: at 55.26% examples, 707869 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:19,673 : INFO : EPOCH 2 - PROGRESS: at 55.62% examples, 707995 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:20,675 : INFO : EPOCH 2 - PROGRESS: at 55.98% examples, 708124 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:21,677 : INFO : EPOCH 2 - PROGRESS: at 56.33% examples, 708131 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:22,695 : INFO : EPOCH 2 - PROGRESS: at 56.67% examples, 708250 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:23,696 : INFO : EPOCH 2 - PROGRESS: at 57.00% examples, 708196 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:24,699 : INFO : EPOCH 2 - PROGRESS: at 57.35% examples, 708317 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:25,703 : INFO : EPOCH 2 - PROGRESS: at 57.69% examples, 708377 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:26,705 : INFO : EPOCH 2 - PROGRESS: at 58.05% examples, 708465 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:27,716 : INFO : EPOCH 2 - PROGRESS: at 58.39% examples, 708620 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:28,726 : INFO : EPOCH 2 - PROGRESS: at 58.73% examples, 708692 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:29,732 : INFO : EPOCH 2 - PROGRESS: at 59.09% examples, 708785 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:30,743 : INFO : EPOCH 2 - PROGRESS: at 59.45% examples, 708817 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:31,746 : INFO : EPOCH 2 - PROGRESS: at 59.77% examples, 708992 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:32,755 : INFO : EPOCH 2 - PROGRESS: at 60.13% examples, 709071 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:33,756 : INFO : EPOCH 2 - PROGRESS: at 60.46% examples, 709135 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:30:34,767 : INFO : EPOCH 2 - PROGRESS: at 60.83% examples, 709193 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:30:35,771 : INFO : EPOCH 2 - PROGRESS: at 61.18% examples, 709230 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:36,772 : INFO : EPOCH 2 - PROGRESS: at 61.54% examples, 709331 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:37,789 : INFO : EPOCH 2 - PROGRESS: at 61.88% examples, 709366 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:38,797 : INFO : EPOCH 2 - PROGRESS: at 62.22% examples, 709495 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:39,805 : INFO : EPOCH 2 - PROGRESS: at 62.56% examples, 709531 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:40,813 : INFO : EPOCH 2 - PROGRESS: at 62.90% examples, 709623 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:30:41,817 : INFO : EPOCH 2 - PROGRESS: at 63.26% examples, 709677 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:42,834 : INFO : EPOCH 2 - PROGRESS: at 63.62% examples, 709685 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:43,839 : INFO : EPOCH 2 - PROGRESS: at 63.97% examples, 709769 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:44,861 : INFO : EPOCH 2 - PROGRESS: at 64.31% examples, 709807 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:45,872 : INFO : EPOCH 2 - PROGRESS: at 64.65% examples, 709947 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:46,873 : INFO : EPOCH 2 - PROGRESS: at 65.02% examples, 710016 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:47,875 : INFO : EPOCH 2 - PROGRESS: at 65.35% examples, 710064 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:48,886 : INFO : EPOCH 2 - PROGRESS: at 65.69% examples, 710148 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:49,897 : INFO : EPOCH 2 - PROGRESS: at 66.05% examples, 710238 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:50,902 : INFO : EPOCH 2 - PROGRESS: at 66.39% examples, 710349 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:51,907 : INFO : EPOCH 2 - PROGRESS: at 66.75% examples, 710460 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:52,918 : INFO : EPOCH 2 - PROGRESS: at 67.09% examples, 710529 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:53,925 : INFO : EPOCH 2 - PROGRESS: at 67.43% examples, 710599 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:54,934 : INFO : EPOCH 2 - PROGRESS: at 67.75% examples, 710689 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:55,940 : INFO : EPOCH 2 - PROGRESS: at 68.11% examples, 710725 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:56,943 : INFO : EPOCH 2 - PROGRESS: at 68.45% examples, 710788 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:57,945 : INFO : EPOCH 2 - PROGRESS: at 68.80% examples, 710865 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:58,946 : INFO : EPOCH 2 - PROGRESS: at 69.15% examples, 710908 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:30:59,949 : INFO : EPOCH 2 - PROGRESS: at 69.51% examples, 710953 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:00,950 : INFO : EPOCH 2 - PROGRESS: at 69.87% examples, 710983 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:01,953 : INFO : EPOCH 2 - PROGRESS: at 70.22% examples, 711051 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:02,961 : INFO : EPOCH 2 - PROGRESS: at 70.57% examples, 711099 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:03,972 : INFO : EPOCH 2 - PROGRESS: at 70.92% examples, 711147 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:31:04,989 : INFO : EPOCH 2 - PROGRESS: at 71.28% examples, 711186 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:05,993 : INFO : EPOCH 2 - PROGRESS: at 71.61% examples, 711252 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:07,003 : INFO : EPOCH 2 - PROGRESS: at 71.96% examples, 711321 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:08,020 : INFO : EPOCH 2 - PROGRESS: at 72.29% examples, 711386 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:09,023 : INFO : EPOCH 2 - PROGRESS: at 72.65% examples, 711489 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:10,034 : INFO : EPOCH 2 - PROGRESS: at 72.98% examples, 711472 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:11,052 : INFO : EPOCH 2 - PROGRESS: at 73.34% examples, 711536 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:12,062 : INFO : EPOCH 2 - PROGRESS: at 73.72% examples, 711541 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:13,074 : INFO : EPOCH 2 - PROGRESS: at 74.09% examples, 711579 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:14,075 : INFO : EPOCH 2 - PROGRESS: at 74.43% examples, 711625 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:15,079 : INFO : EPOCH 2 - PROGRESS: at 74.77% examples, 711674 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:16,093 : INFO : EPOCH 2 - PROGRESS: at 75.13% examples, 711708 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:17,097 : INFO : EPOCH 2 - PROGRESS: at 75.48% examples, 711786 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:18,105 : INFO : EPOCH 2 - PROGRESS: at 75.80% examples, 711852 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:19,114 : INFO : EPOCH 2 - PROGRESS: at 76.14% examples, 711881 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:20,121 : INFO : EPOCH 2 - PROGRESS: at 76.47% examples, 712004 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:21,130 : INFO : EPOCH 2 - PROGRESS: at 76.81% examples, 711985 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:22,136 : INFO : EPOCH 2 - PROGRESS: at 77.14% examples, 712046 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:23,159 : INFO : EPOCH 2 - PROGRESS: at 77.48% examples, 712056 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:24,160 : INFO : EPOCH 2 - PROGRESS: at 77.83% examples, 712141 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:25,168 : INFO : EPOCH 2 - PROGRESS: at 78.19% examples, 712112 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:26,172 : INFO : EPOCH 2 - PROGRESS: at 78.55% examples, 712234 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:27,185 : INFO : EPOCH 2 - PROGRESS: at 78.93% examples, 712245 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:28,198 : INFO : EPOCH 2 - PROGRESS: at 79.27% examples, 712240 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:29,205 : INFO : EPOCH 2 - PROGRESS: at 79.61% examples, 712344 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:30,215 : INFO : EPOCH 2 - PROGRESS: at 79.93% examples, 712407 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:31,215 : INFO : EPOCH 2 - PROGRESS: at 80.28% examples, 712496 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:32,224 : INFO : EPOCH 2 - PROGRESS: at 80.64% examples, 712509 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:33,250 : INFO : EPOCH 2 - PROGRESS: at 80.99% examples, 712524 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:31:34,269 : INFO : EPOCH 2 - PROGRESS: at 81.35% examples, 712584 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:35,276 : INFO : EPOCH 2 - PROGRESS: at 81.69% examples, 712638 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:36,278 : INFO : EPOCH 2 - PROGRESS: at 82.08% examples, 712624 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:37,281 : INFO : EPOCH 2 - PROGRESS: at 82.43% examples, 712647 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:38,294 : INFO : EPOCH 2 - PROGRESS: at 82.78% examples, 712683 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:39,297 : INFO : EPOCH 2 - PROGRESS: at 83.12% examples, 712664 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:40,303 : INFO : EPOCH 2 - PROGRESS: at 83.44% examples, 712596 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:41,304 : INFO : EPOCH 2 - PROGRESS: at 83.79% examples, 712606 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:42,314 : INFO : EPOCH 2 - PROGRESS: at 84.13% examples, 712499 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:43,330 : INFO : EPOCH 2 - PROGRESS: at 84.46% examples, 712458 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:44,340 : INFO : EPOCH 2 - PROGRESS: at 84.79% examples, 712372 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:45,343 : INFO : EPOCH 2 - PROGRESS: at 85.10% examples, 711989 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:46,356 : INFO : EPOCH 2 - PROGRESS: at 85.39% examples, 711597 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:31:47,373 : INFO : EPOCH 2 - PROGRESS: at 85.74% examples, 711608 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:48,379 : INFO : EPOCH 2 - PROGRESS: at 86.05% examples, 711671 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:49,392 : INFO : EPOCH 2 - PROGRESS: at 86.38% examples, 711734 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:50,397 : INFO : EPOCH 2 - PROGRESS: at 86.72% examples, 711821 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:51,407 : INFO : EPOCH 2 - PROGRESS: at 87.06% examples, 711864 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:52,408 : INFO : EPOCH 2 - PROGRESS: at 87.44% examples, 711879 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:53,418 : INFO : EPOCH 2 - PROGRESS: at 87.81% examples, 711883 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:54,418 : INFO : EPOCH 2 - PROGRESS: at 88.15% examples, 711899 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:55,420 : INFO : EPOCH 2 - PROGRESS: at 88.47% examples, 711920 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:56,421 : INFO : EPOCH 2 - PROGRESS: at 88.79% examples, 712016 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:57,423 : INFO : EPOCH 2 - PROGRESS: at 89.13% examples, 712038 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:31:58,439 : INFO : EPOCH 2 - PROGRESS: at 89.48% examples, 712047 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:31:59,439 : INFO : EPOCH 2 - PROGRESS: at 89.82% examples, 712103 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:00,451 : INFO : EPOCH 2 - PROGRESS: at 90.17% examples, 712072 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:01,452 : INFO : EPOCH 2 - PROGRESS: at 90.53% examples, 712152 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:32:02,459 : INFO : EPOCH 2 - PROGRESS: at 90.88% examples, 712186 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:03,467 : INFO : EPOCH 2 - PROGRESS: at 91.25% examples, 712217 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:04,468 : INFO : EPOCH 2 - PROGRESS: at 91.57% examples, 712278 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:05,483 : INFO : EPOCH 2 - PROGRESS: at 91.90% examples, 712268 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:06,490 : INFO : EPOCH 2 - PROGRESS: at 92.26% examples, 712289 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:07,505 : INFO : EPOCH 2 - PROGRESS: at 92.60% examples, 712326 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:08,513 : INFO : EPOCH 2 - PROGRESS: at 92.96% examples, 712382 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:09,522 : INFO : EPOCH 2 - PROGRESS: at 93.30% examples, 712448 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:10,529 : INFO : EPOCH 2 - PROGRESS: at 93.64% examples, 712473 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:11,534 : INFO : EPOCH 2 - PROGRESS: at 93.97% examples, 712524 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:32:12,541 : INFO : EPOCH 2 - PROGRESS: at 94.31% examples, 712547 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:13,546 : INFO : EPOCH 2 - PROGRESS: at 94.66% examples, 712601 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:14,560 : INFO : EPOCH 2 - PROGRESS: at 95.04% examples, 712588 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:15,571 : INFO : EPOCH 2 - PROGRESS: at 95.38% examples, 712612 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:16,572 : INFO : EPOCH 2 - PROGRESS: at 95.71% examples, 712668 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:17,576 : INFO : EPOCH 2 - PROGRESS: at 96.03% examples, 712735 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:18,578 : INFO : EPOCH 2 - PROGRESS: at 96.38% examples, 712736 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:19,591 : INFO : EPOCH 2 - PROGRESS: at 96.76% examples, 712760 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:20,594 : INFO : EPOCH 2 - PROGRESS: at 97.12% examples, 712789 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:21,606 : INFO : EPOCH 2 - PROGRESS: at 97.47% examples, 712785 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:22,611 : INFO : EPOCH 2 - PROGRESS: at 97.83% examples, 712791 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:23,612 : INFO : EPOCH 2 - PROGRESS: at 98.17% examples, 712821 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:24,614 : INFO : EPOCH 2 - PROGRESS: at 98.51% examples, 712859 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:25,620 : INFO : EPOCH 2 - PROGRESS: at 98.90% examples, 712833 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:26,621 : INFO : EPOCH 2 - PROGRESS: at 99.23% examples, 712889 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:27,622 : INFO : EPOCH 2 - PROGRESS: at 99.59% examples, 712897 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:28,638 : INFO : EPOCH 2 - PROGRESS: at 99.94% examples, 712918 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:28,776 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 14:32:28,779 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 14:32:28,786 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 14:32:28,798 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 14:32:28,799 : INFO : EPOCH - 2 : training on 268191231 raw words (208345863 effective words) took 292.2s, 712937 effective words/s
2020-07-24 14:32:29,806 : INFO : EPOCH 3 - PROGRESS: at 0.35% examples, 693042 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:30,808 : INFO : EPOCH 3 - PROGRESS: at 0.69% examples, 707051 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:31,824 : INFO : EPOCH 3 - PROGRESS: at 1.05% examples, 713368 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:32:32,826 : INFO : EPOCH 3 - PROGRESS: at 1.42% examples, 714304 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:32:33,829 : INFO : EPOCH 3 - PROGRESS: at 1.78% examples, 720433 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:34,832 : INFO : EPOCH 3 - PROGRESS: at 2.12% examples, 721026 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:32:35,836 : INFO : EPOCH 3 - PROGRESS: at 2.46% examples, 722177 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:36,843 : INFO : EPOCH 3 - PROGRESS: at 2.82% examples, 723028 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:32:37,850 : INFO : EPOCH 3 - PROGRESS: at 3.17% examples, 722994 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:38,852 : INFO : EPOCH 3 - PROGRESS: at 3.49% examples, 724861 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:39,852 : INFO : EPOCH 3 - PROGRESS: at 3.85% examples, 724498 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:40,855 : INFO : EPOCH 3 - PROGRESS: at 4.20% examples, 724829 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:41,864 : INFO : EPOCH 3 - PROGRESS: at 4.55% examples, 723915 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:42,870 : INFO : EPOCH 3 - PROGRESS: at 4.90% examples, 723870 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:32:43,872 : INFO : EPOCH 3 - PROGRESS: at 5.29% examples, 723509 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:44,874 : INFO : EPOCH 3 - PROGRESS: at 5.65% examples, 724049 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:45,888 : INFO : EPOCH 3 - PROGRESS: at 5.99% examples, 723939 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:32:46,891 : INFO : EPOCH 3 - PROGRESS: at 6.31% examples, 725040 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:47,892 : INFO : EPOCH 3 - PROGRESS: at 6.65% examples, 725451 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:32:48,895 : INFO : EPOCH 3 - PROGRESS: at 7.00% examples, 725203 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:32:49,899 : INFO : EPOCH 3 - PROGRESS: at 7.37% examples, 725501 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:50,911 : INFO : EPOCH 3 - PROGRESS: at 7.71% examples, 725041 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:51,912 : INFO : EPOCH 3 - PROGRESS: at 8.07% examples, 725531 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:52,922 : INFO : EPOCH 3 - PROGRESS: at 8.41% examples, 725659 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:53,927 : INFO : EPOCH 3 - PROGRESS: at 8.75% examples, 725824 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:54,938 : INFO : EPOCH 3 - PROGRESS: at 9.11% examples, 725448 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:55,945 : INFO : EPOCH 3 - PROGRESS: at 9.42% examples, 726269 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:56,951 : INFO : EPOCH 3 - PROGRESS: at 9.79% examples, 726139 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:57,955 : INFO : EPOCH 3 - PROGRESS: at 10.16% examples, 726476 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:32:58,955 : INFO : EPOCH 3 - PROGRESS: at 10.51% examples, 726536 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:32:59,970 : INFO : EPOCH 3 - PROGRESS: at 10.86% examples, 726545 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:00,973 : INFO : EPOCH 3 - PROGRESS: at 11.22% examples, 726595 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:01,989 : INFO : EPOCH 3 - PROGRESS: at 11.59% examples, 726654 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:03,001 : INFO : EPOCH 3 - PROGRESS: at 11.93% examples, 726764 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:04,005 : INFO : EPOCH 3 - PROGRESS: at 12.29% examples, 726499 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:33:05,015 : INFO : EPOCH 3 - PROGRESS: at 12.65% examples, 726395 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:33:06,023 : INFO : EPOCH 3 - PROGRESS: at 13.01% examples, 726494 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:07,032 : INFO : EPOCH 3 - PROGRESS: at 13.34% examples, 726282 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:08,035 : INFO : EPOCH 3 - PROGRESS: at 13.71% examples, 726447 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:09,040 : INFO : EPOCH 3 - PROGRESS: at 14.06% examples, 726593 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:10,042 : INFO : EPOCH 3 - PROGRESS: at 14.40% examples, 726582 words/s, in_qsize 8, out_qsize 1
2020-07-24 14:33:11,060 : INFO : EPOCH 3 - PROGRESS: at 14.76% examples, 726606 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:12,060 : INFO : EPOCH 3 - PROGRESS: at 15.12% examples, 726729 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:13,062 : INFO : EPOCH 3 - PROGRESS: at 15.46% examples, 726875 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:33:14,076 : INFO : EPOCH 3 - PROGRESS: at 15.82% examples, 726614 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:15,080 : INFO : EPOCH 3 - PROGRESS: at 16.18% examples, 726713 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:16,087 : INFO : EPOCH 3 - PROGRESS: at 16.55% examples, 726573 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:17,092 : INFO : EPOCH 3 - PROGRESS: at 16.91% examples, 726702 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:18,103 : INFO : EPOCH 3 - PROGRESS: at 17.27% examples, 726616 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:33:19,108 : INFO : EPOCH 3 - PROGRESS: at 17.63% examples, 726655 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:20,110 : INFO : EPOCH 3 - PROGRESS: at 17.99% examples, 726730 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:21,115 : INFO : EPOCH 3 - PROGRESS: at 18.31% examples, 726771 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:22,116 : INFO : EPOCH 3 - PROGRESS: at 18.66% examples, 726775 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:23,117 : INFO : EPOCH 3 - PROGRESS: at 18.99% examples, 726849 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:24,119 : INFO : EPOCH 3 - PROGRESS: at 19.32% examples, 726930 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:33:25,125 : INFO : EPOCH 3 - PROGRESS: at 19.67% examples, 727148 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:26,128 : INFO : EPOCH 3 - PROGRESS: at 20.02% examples, 727144 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:27,132 : INFO : EPOCH 3 - PROGRESS: at 20.38% examples, 727104 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:28,133 : INFO : EPOCH 3 - PROGRESS: at 20.74% examples, 727229 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:29,139 : INFO : EPOCH 3 - PROGRESS: at 21.08% examples, 727252 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:30,145 : INFO : EPOCH 3 - PROGRESS: at 21.43% examples, 727157 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:31,145 : INFO : EPOCH 3 - PROGRESS: at 21.76% examples, 727111 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:32,150 : INFO : EPOCH 3 - PROGRESS: at 22.12% examples, 727065 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:33,164 : INFO : EPOCH 3 - PROGRESS: at 22.46% examples, 726744 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:34,171 : INFO : EPOCH 3 - PROGRESS: at 22.80% examples, 726897 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:35,178 : INFO : EPOCH 3 - PROGRESS: at 23.17% examples, 726853 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:36,178 : INFO : EPOCH 3 - PROGRESS: at 23.52% examples, 726872 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:33:37,190 : INFO : EPOCH 3 - PROGRESS: at 23.87% examples, 726818 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:38,192 : INFO : EPOCH 3 - PROGRESS: at 24.23% examples, 726770 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:39,196 : INFO : EPOCH 3 - PROGRESS: at 24.60% examples, 726621 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:40,202 : INFO : EPOCH 3 - PROGRESS: at 24.94% examples, 726625 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:41,208 : INFO : EPOCH 3 - PROGRESS: at 25.30% examples, 726590 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:42,214 : INFO : EPOCH 3 - PROGRESS: at 25.67% examples, 726612 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:43,232 : INFO : EPOCH 3 - PROGRESS: at 26.02% examples, 726601 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:44,247 : INFO : EPOCH 3 - PROGRESS: at 26.33% examples, 726182 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:45,249 : INFO : EPOCH 3 - PROGRESS: at 26.66% examples, 725341 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:46,258 : INFO : EPOCH 3 - PROGRESS: at 26.97% examples, 724507 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:47,267 : INFO : EPOCH 3 - PROGRESS: at 27.28% examples, 723570 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:33:48,276 : INFO : EPOCH 3 - PROGRESS: at 27.60% examples, 722725 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:49,293 : INFO : EPOCH 3 - PROGRESS: at 27.93% examples, 721916 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:50,295 : INFO : EPOCH 3 - PROGRESS: at 28.25% examples, 721304 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:51,311 : INFO : EPOCH 3 - PROGRESS: at 28.58% examples, 720486 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:52,316 : INFO : EPOCH 3 - PROGRESS: at 28.90% examples, 719784 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:53,324 : INFO : EPOCH 3 - PROGRESS: at 29.22% examples, 719040 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:54,355 : INFO : EPOCH 3 - PROGRESS: at 29.53% examples, 718309 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:55,378 : INFO : EPOCH 3 - PROGRESS: at 29.88% examples, 717594 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:56,391 : INFO : EPOCH 3 - PROGRESS: at 30.22% examples, 717006 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:33:57,401 : INFO : EPOCH 3 - PROGRESS: at 30.55% examples, 716350 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:58,405 : INFO : EPOCH 3 - PROGRESS: at 30.88% examples, 715676 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:33:59,406 : INFO : EPOCH 3 - PROGRESS: at 31.18% examples, 715215 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:00,418 : INFO : EPOCH 3 - PROGRESS: at 31.53% examples, 714592 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:01,418 : INFO : EPOCH 3 - PROGRESS: at 31.85% examples, 713956 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:02,419 : INFO : EPOCH 3 - PROGRESS: at 32.15% examples, 713460 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:03,425 : INFO : EPOCH 3 - PROGRESS: at 32.47% examples, 712846 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:04,444 : INFO : EPOCH 3 - PROGRESS: at 32.81% examples, 712211 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:05,464 : INFO : EPOCH 3 - PROGRESS: at 33.16% examples, 711705 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:06,477 : INFO : EPOCH 3 - PROGRESS: at 33.47% examples, 711251 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:34:07,482 : INFO : EPOCH 3 - PROGRESS: at 33.80% examples, 710729 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:08,488 : INFO : EPOCH 3 - PROGRESS: at 34.13% examples, 710187 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:09,493 : INFO : EPOCH 3 - PROGRESS: at 34.47% examples, 709678 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:34:10,494 : INFO : EPOCH 3 - PROGRESS: at 34.77% examples, 709297 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:11,497 : INFO : EPOCH 3 - PROGRESS: at 35.07% examples, 708709 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:12,499 : INFO : EPOCH 3 - PROGRESS: at 35.40% examples, 708277 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:13,502 : INFO : EPOCH 3 - PROGRESS: at 35.73% examples, 707813 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:14,516 : INFO : EPOCH 3 - PROGRESS: at 36.04% examples, 707266 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:15,518 : INFO : EPOCH 3 - PROGRESS: at 36.36% examples, 706906 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:16,526 : INFO : EPOCH 3 - PROGRESS: at 36.67% examples, 706453 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:17,534 : INFO : EPOCH 3 - PROGRESS: at 37.00% examples, 705938 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:18,537 : INFO : EPOCH 3 - PROGRESS: at 37.32% examples, 705494 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:34:19,552 : INFO : EPOCH 3 - PROGRESS: at 37.64% examples, 704816 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:20,570 : INFO : EPOCH 3 - PROGRESS: at 37.93% examples, 704135 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:21,575 : INFO : EPOCH 3 - PROGRESS: at 38.26% examples, 703427 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:22,577 : INFO : EPOCH 3 - PROGRESS: at 38.57% examples, 702957 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:23,588 : INFO : EPOCH 3 - PROGRESS: at 38.85% examples, 701883 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:24,592 : INFO : EPOCH 3 - PROGRESS: at 39.13% examples, 701028 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:25,597 : INFO : EPOCH 3 - PROGRESS: at 39.48% examples, 701138 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:26,613 : INFO : EPOCH 3 - PROGRESS: at 39.83% examples, 701330 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:27,615 : INFO : EPOCH 3 - PROGRESS: at 40.18% examples, 701687 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:28,628 : INFO : EPOCH 3 - PROGRESS: at 40.55% examples, 701872 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:29,633 : INFO : EPOCH 3 - PROGRESS: at 40.88% examples, 702137 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:34:30,633 : INFO : EPOCH 3 - PROGRESS: at 41.22% examples, 702434 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:31,634 : INFO : EPOCH 3 - PROGRESS: at 41.55% examples, 702635 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:34:32,638 : INFO : EPOCH 3 - PROGRESS: at 41.89% examples, 702844 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:33,641 : INFO : EPOCH 3 - PROGRESS: at 42.22% examples, 703140 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:34,644 : INFO : EPOCH 3 - PROGRESS: at 42.59% examples, 703222 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:34:35,653 : INFO : EPOCH 3 - PROGRESS: at 42.94% examples, 703388 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:36,657 : INFO : EPOCH 3 - PROGRESS: at 43.31% examples, 703659 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:37,662 : INFO : EPOCH 3 - PROGRESS: at 43.67% examples, 703799 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:38,686 : INFO : EPOCH 3 - PROGRESS: at 44.04% examples, 703895 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:39,687 : INFO : EPOCH 3 - PROGRESS: at 44.42% examples, 704023 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:40,708 : INFO : EPOCH 3 - PROGRESS: at 44.80% examples, 704201 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:41,708 : INFO : EPOCH 3 - PROGRESS: at 45.17% examples, 704265 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:42,730 : INFO : EPOCH 3 - PROGRESS: at 45.55% examples, 704394 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:43,733 : INFO : EPOCH 3 - PROGRESS: at 45.89% examples, 704601 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:44,738 : INFO : EPOCH 3 - PROGRESS: at 46.25% examples, 704764 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:34:45,755 : INFO : EPOCH 3 - PROGRESS: at 46.60% examples, 704880 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:34:46,763 : INFO : EPOCH 3 - PROGRESS: at 46.95% examples, 705059 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:47,769 : INFO : EPOCH 3 - PROGRESS: at 47.29% examples, 705282 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:48,782 : INFO : EPOCH 3 - PROGRESS: at 47.64% examples, 705437 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:34:49,803 : INFO : EPOCH 3 - PROGRESS: at 47.99% examples, 705549 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:34:50,807 : INFO : EPOCH 3 - PROGRESS: at 48.35% examples, 705706 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:51,812 : INFO : EPOCH 3 - PROGRESS: at 48.70% examples, 705923 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:52,824 : INFO : EPOCH 3 - PROGRESS: at 49.03% examples, 706134 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:53,830 : INFO : EPOCH 3 - PROGRESS: at 49.40% examples, 706249 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:54,844 : INFO : EPOCH 3 - PROGRESS: at 49.75% examples, 706431 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:55,869 : INFO : EPOCH 3 - PROGRESS: at 50.11% examples, 706590 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:56,882 : INFO : EPOCH 3 - PROGRESS: at 50.46% examples, 706735 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:57,885 : INFO : EPOCH 3 - PROGRESS: at 50.82% examples, 706926 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:58,893 : INFO : EPOCH 3 - PROGRESS: at 51.16% examples, 707009 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:34:59,902 : INFO : EPOCH 3 - PROGRESS: at 51.50% examples, 707143 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:00,907 : INFO : EPOCH 3 - PROGRESS: at 51.84% examples, 707322 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:01,912 : INFO : EPOCH 3 - PROGRESS: at 52.21% examples, 707489 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:02,918 : INFO : EPOCH 3 - PROGRESS: at 52.57% examples, 707565 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:03,926 : INFO : EPOCH 3 - PROGRESS: at 52.95% examples, 707701 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:04,927 : INFO : EPOCH 3 - PROGRESS: at 53.30% examples, 707873 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:05,927 : INFO : EPOCH 3 - PROGRESS: at 53.65% examples, 708013 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:06,932 : INFO : EPOCH 3 - PROGRESS: at 54.00% examples, 708075 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:07,933 : INFO : EPOCH 3 - PROGRESS: at 54.33% examples, 708195 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:08,937 : INFO : EPOCH 3 - PROGRESS: at 54.65% examples, 708298 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:09,944 : INFO : EPOCH 3 - PROGRESS: at 55.01% examples, 708425 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:10,956 : INFO : EPOCH 3 - PROGRESS: at 55.32% examples, 708584 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:11,968 : INFO : EPOCH 3 - PROGRESS: at 55.69% examples, 708679 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:12,983 : INFO : EPOCH 3 - PROGRESS: at 56.06% examples, 708799 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:13,983 : INFO : EPOCH 3 - PROGRESS: at 56.41% examples, 708907 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:14,983 : INFO : EPOCH 3 - PROGRESS: at 56.74% examples, 709044 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:15,987 : INFO : EPOCH 3 - PROGRESS: at 57.10% examples, 709118 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:16,992 : INFO : EPOCH 3 - PROGRESS: at 57.45% examples, 709214 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:17,992 : INFO : EPOCH 3 - PROGRESS: at 57.80% examples, 709342 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:19,002 : INFO : EPOCH 3 - PROGRESS: at 58.16% examples, 709547 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:20,005 : INFO : EPOCH 3 - PROGRESS: at 58.50% examples, 709617 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:21,013 : INFO : EPOCH 3 - PROGRESS: at 58.83% examples, 709731 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:22,019 : INFO : EPOCH 3 - PROGRESS: at 59.19% examples, 709822 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:35:23,040 : INFO : EPOCH 3 - PROGRESS: at 59.55% examples, 709876 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:24,048 : INFO : EPOCH 3 - PROGRESS: at 59.89% examples, 710025 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:25,064 : INFO : EPOCH 3 - PROGRESS: at 60.23% examples, 710063 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:26,070 : INFO : EPOCH 3 - PROGRESS: at 60.58% examples, 710171 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:27,074 : INFO : EPOCH 3 - PROGRESS: at 60.95% examples, 710248 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:28,080 : INFO : EPOCH 3 - PROGRESS: at 61.31% examples, 710346 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:29,081 : INFO : EPOCH 3 - PROGRESS: at 61.66% examples, 710490 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:30,093 : INFO : EPOCH 3 - PROGRESS: at 62.00% examples, 710529 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:31,102 : INFO : EPOCH 3 - PROGRESS: at 62.35% examples, 710685 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:32,121 : INFO : EPOCH 3 - PROGRESS: at 62.69% examples, 710758 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:33,127 : INFO : EPOCH 3 - PROGRESS: at 63.04% examples, 710881 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:34,128 : INFO : EPOCH 3 - PROGRESS: at 63.40% examples, 710923 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:35,128 : INFO : EPOCH 3 - PROGRESS: at 63.77% examples, 710978 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:36,131 : INFO : EPOCH 3 - PROGRESS: at 64.10% examples, 711090 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:37,135 : INFO : EPOCH 3 - PROGRESS: at 64.44% examples, 711192 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:38,135 : INFO : EPOCH 3 - PROGRESS: at 64.79% examples, 711325 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:39,141 : INFO : EPOCH 3 - PROGRESS: at 65.14% examples, 711388 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:40,161 : INFO : EPOCH 3 - PROGRESS: at 65.50% examples, 711483 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:41,164 : INFO : EPOCH 3 - PROGRESS: at 65.83% examples, 711614 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:42,189 : INFO : EPOCH 3 - PROGRESS: at 66.19% examples, 711707 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:35:43,202 : INFO : EPOCH 3 - PROGRESS: at 66.55% examples, 711799 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:44,204 : INFO : EPOCH 3 - PROGRESS: at 66.91% examples, 711928 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:35:45,215 : INFO : EPOCH 3 - PROGRESS: at 67.24% examples, 712038 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:46,221 : INFO : EPOCH 3 - PROGRESS: at 67.58% examples, 712121 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:35:47,226 : INFO : EPOCH 3 - PROGRESS: at 67.91% examples, 712224 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:48,231 : INFO : EPOCH 3 - PROGRESS: at 68.29% examples, 712313 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:49,254 : INFO : EPOCH 3 - PROGRESS: at 68.63% examples, 712395 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:50,262 : INFO : EPOCH 3 - PROGRESS: at 68.97% examples, 712497 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:51,269 : INFO : EPOCH 3 - PROGRESS: at 69.36% examples, 712557 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:52,275 : INFO : EPOCH 3 - PROGRESS: at 69.72% examples, 712644 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:53,282 : INFO : EPOCH 3 - PROGRESS: at 70.05% examples, 712729 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:54,284 : INFO : EPOCH 3 - PROGRESS: at 70.43% examples, 712854 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:55,288 : INFO : EPOCH 3 - PROGRESS: at 70.77% examples, 712842 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:56,291 : INFO : EPOCH 3 - PROGRESS: at 71.14% examples, 712903 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:57,299 : INFO : EPOCH 3 - PROGRESS: at 71.48% examples, 712939 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:58,304 : INFO : EPOCH 3 - PROGRESS: at 71.81% examples, 712997 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:35:59,308 : INFO : EPOCH 3 - PROGRESS: at 72.15% examples, 713090 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:36:00,312 : INFO : EPOCH 3 - PROGRESS: at 72.50% examples, 713179 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:01,317 : INFO : EPOCH 3 - PROGRESS: at 72.83% examples, 713235 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:02,332 : INFO : EPOCH 3 - PROGRESS: at 73.19% examples, 713305 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:03,342 : INFO : EPOCH 3 - PROGRESS: at 73.56% examples, 713370 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:04,344 : INFO : EPOCH 3 - PROGRESS: at 73.95% examples, 713384 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:05,349 : INFO : EPOCH 3 - PROGRESS: at 74.32% examples, 713495 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:06,350 : INFO : EPOCH 3 - PROGRESS: at 74.65% examples, 713558 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:07,371 : INFO : EPOCH 3 - PROGRESS: at 74.99% examples, 713601 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:08,391 : INFO : EPOCH 3 - PROGRESS: at 75.37% examples, 713672 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:09,395 : INFO : EPOCH 3 - PROGRESS: at 75.69% examples, 713776 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:36:10,405 : INFO : EPOCH 3 - PROGRESS: at 76.01% examples, 713851 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:11,418 : INFO : EPOCH 3 - PROGRESS: at 76.37% examples, 713950 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:12,430 : INFO : EPOCH 3 - PROGRESS: at 76.70% examples, 714015 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:13,439 : INFO : EPOCH 3 - PROGRESS: at 77.04% examples, 714080 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:14,449 : INFO : EPOCH 3 - PROGRESS: at 77.39% examples, 714129 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:15,460 : INFO : EPOCH 3 - PROGRESS: at 77.74% examples, 714181 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:16,471 : INFO : EPOCH 3 - PROGRESS: at 78.10% examples, 714256 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:17,472 : INFO : EPOCH 3 - PROGRESS: at 78.45% examples, 714328 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:18,474 : INFO : EPOCH 3 - PROGRESS: at 78.83% examples, 714369 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:19,480 : INFO : EPOCH 3 - PROGRESS: at 79.18% examples, 714399 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:20,481 : INFO : EPOCH 3 - PROGRESS: at 79.53% examples, 714453 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:21,495 : INFO : EPOCH 3 - PROGRESS: at 79.84% examples, 714534 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:22,500 : INFO : EPOCH 3 - PROGRESS: at 80.17% examples, 714567 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:23,505 : INFO : EPOCH 3 - PROGRESS: at 80.54% examples, 714658 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:24,511 : INFO : EPOCH 3 - PROGRESS: at 80.90% examples, 714709 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:25,514 : INFO : EPOCH 3 - PROGRESS: at 81.25% examples, 714802 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:26,516 : INFO : EPOCH 3 - PROGRESS: at 81.61% examples, 714845 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:27,540 : INFO : EPOCH 3 - PROGRESS: at 81.99% examples, 714836 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:36:28,548 : INFO : EPOCH 3 - PROGRESS: at 82.35% examples, 714909 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:29,550 : INFO : EPOCH 3 - PROGRESS: at 82.71% examples, 714964 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:30,550 : INFO : EPOCH 3 - PROGRESS: at 83.06% examples, 715053 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:36:31,554 : INFO : EPOCH 3 - PROGRESS: at 83.40% examples, 715104 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:32,555 : INFO : EPOCH 3 - PROGRESS: at 83.74% examples, 715125 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:33,558 : INFO : EPOCH 3 - PROGRESS: at 84.10% examples, 715128 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:34,564 : INFO : EPOCH 3 - PROGRESS: at 84.44% examples, 715184 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:35,574 : INFO : EPOCH 3 - PROGRESS: at 84.79% examples, 715274 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:36,574 : INFO : EPOCH 3 - PROGRESS: at 85.14% examples, 715339 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:37,588 : INFO : EPOCH 3 - PROGRESS: at 85.48% examples, 715380 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:38,594 : INFO : EPOCH 3 - PROGRESS: at 85.85% examples, 715438 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:39,599 : INFO : EPOCH 3 - PROGRESS: at 86.15% examples, 715577 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:40,602 : INFO : EPOCH 3 - PROGRESS: at 86.49% examples, 715646 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:41,608 : INFO : EPOCH 3 - PROGRESS: at 86.83% examples, 715673 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:42,625 : INFO : EPOCH 3 - PROGRESS: at 87.20% examples, 715732 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:43,633 : INFO : EPOCH 3 - PROGRESS: at 87.60% examples, 715778 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:44,647 : INFO : EPOCH 3 - PROGRESS: at 87.94% examples, 715803 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:45,676 : INFO : EPOCH 3 - PROGRESS: at 88.29% examples, 715822 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:46,691 : INFO : EPOCH 3 - PROGRESS: at 88.61% examples, 715900 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:47,696 : INFO : EPOCH 3 - PROGRESS: at 88.94% examples, 715940 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:36:48,711 : INFO : EPOCH 3 - PROGRESS: at 89.30% examples, 716024 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:49,713 : INFO : EPOCH 3 - PROGRESS: at 89.65% examples, 716100 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:50,721 : INFO : EPOCH 3 - PROGRESS: at 89.99% examples, 716120 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:51,726 : INFO : EPOCH 3 - PROGRESS: at 90.36% examples, 716152 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:52,728 : INFO : EPOCH 3 - PROGRESS: at 90.71% examples, 716198 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:53,730 : INFO : EPOCH 3 - PROGRESS: at 91.07% examples, 716263 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:54,732 : INFO : EPOCH 3 - PROGRESS: at 91.41% examples, 716277 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:55,741 : INFO : EPOCH 3 - PROGRESS: at 91.75% examples, 716341 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:56,752 : INFO : EPOCH 3 - PROGRESS: at 92.10% examples, 716375 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:57,752 : INFO : EPOCH 3 - PROGRESS: at 92.45% examples, 716401 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:58,754 : INFO : EPOCH 3 - PROGRESS: at 92.80% examples, 716451 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:36:59,755 : INFO : EPOCH 3 - PROGRESS: at 93.14% examples, 716476 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:00,770 : INFO : EPOCH 3 - PROGRESS: at 93.47% examples, 716446 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:01,771 : INFO : EPOCH 3 - PROGRESS: at 93.81% examples, 716452 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:02,773 : INFO : EPOCH 3 - PROGRESS: at 94.14% examples, 716447 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:03,776 : INFO : EPOCH 3 - PROGRESS: at 94.47% examples, 716414 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:04,778 : INFO : EPOCH 3 - PROGRESS: at 94.82% examples, 716371 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:05,789 : INFO : EPOCH 3 - PROGRESS: at 95.13% examples, 715957 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:06,789 : INFO : EPOCH 3 - PROGRESS: at 95.43% examples, 715666 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:07,794 : INFO : EPOCH 3 - PROGRESS: at 95.77% examples, 715729 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:08,800 : INFO : EPOCH 3 - PROGRESS: at 96.09% examples, 715767 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:09,818 : INFO : EPOCH 3 - PROGRESS: at 96.46% examples, 715818 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:10,818 : INFO : EPOCH 3 - PROGRESS: at 96.85% examples, 715861 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:11,821 : INFO : EPOCH 3 - PROGRESS: at 97.19% examples, 715882 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:12,830 : INFO : EPOCH 3 - PROGRESS: at 97.55% examples, 715943 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:13,834 : INFO : EPOCH 3 - PROGRESS: at 97.91% examples, 716000 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:14,844 : INFO : EPOCH 3 - PROGRESS: at 98.26% examples, 715995 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:15,848 : INFO : EPOCH 3 - PROGRESS: at 98.61% examples, 716008 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:37:16,850 : INFO : EPOCH 3 - PROGRESS: at 98.99% examples, 716054 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:17,858 : INFO : EPOCH 3 - PROGRESS: at 99.34% examples, 716095 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:18,860 : INFO : EPOCH 3 - PROGRESS: at 99.69% examples, 716169 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:37:19,691 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 14:37:19,692 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 14:37:19,700 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 14:37:19,712 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 14:37:19,713 : INFO : EPOCH - 3 : training on 268191231 raw words (208347329 effective words) took 290.9s, 716193 effective words/s
2020-07-24 14:37:20,729 : INFO : EPOCH 4 - PROGRESS: at 0.36% examples, 704947 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:21,746 : INFO : EPOCH 4 - PROGRESS: at 0.71% examples, 716747 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:37:22,760 : INFO : EPOCH 4 - PROGRESS: at 1.07% examples, 717649 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:37:23,772 : INFO : EPOCH 4 - PROGRESS: at 1.45% examples, 719780 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:24,774 : INFO : EPOCH 4 - PROGRESS: at 1.79% examples, 723252 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:25,777 : INFO : EPOCH 4 - PROGRESS: at 2.14% examples, 724134 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:26,799 : INFO : EPOCH 4 - PROGRESS: at 2.48% examples, 724876 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:27,804 : INFO : EPOCH 4 - PROGRESS: at 2.85% examples, 726115 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:28,808 : INFO : EPOCH 4 - PROGRESS: at 3.20% examples, 726569 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:29,815 : INFO : EPOCH 4 - PROGRESS: at 3.53% examples, 727861 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:30,819 : INFO : EPOCH 4 - PROGRESS: at 3.89% examples, 728596 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:31,823 : INFO : EPOCH 4 - PROGRESS: at 4.23% examples, 727856 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:32,833 : INFO : EPOCH 4 - PROGRESS: at 4.60% examples, 726725 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:33,839 : INFO : EPOCH 4 - PROGRESS: at 4.96% examples, 727256 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:34,855 : INFO : EPOCH 4 - PROGRESS: at 5.32% examples, 726922 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:35,857 : INFO : EPOCH 4 - PROGRESS: at 5.69% examples, 726892 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:36,859 : INFO : EPOCH 4 - PROGRESS: at 6.03% examples, 727448 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:37,873 : INFO : EPOCH 4 - PROGRESS: at 6.36% examples, 727842 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:38,880 : INFO : EPOCH 4 - PROGRESS: at 6.70% examples, 727936 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:37:39,884 : INFO : EPOCH 4 - PROGRESS: at 7.06% examples, 728267 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:37:40,887 : INFO : EPOCH 4 - PROGRESS: at 7.42% examples, 728232 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:41,893 : INFO : EPOCH 4 - PROGRESS: at 7.77% examples, 728544 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:42,903 : INFO : EPOCH 4 - PROGRESS: at 8.13% examples, 728496 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:43,907 : INFO : EPOCH 4 - PROGRESS: at 8.46% examples, 728630 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:37:44,919 : INFO : EPOCH 4 - PROGRESS: at 8.82% examples, 728719 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:45,922 : INFO : EPOCH 4 - PROGRESS: at 9.17% examples, 729258 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:46,923 : INFO : EPOCH 4 - PROGRESS: at 9.48% examples, 729456 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:47,925 : INFO : EPOCH 4 - PROGRESS: at 9.86% examples, 729279 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:48,944 : INFO : EPOCH 4 - PROGRESS: at 10.23% examples, 729163 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:49,945 : INFO : EPOCH 4 - PROGRESS: at 10.58% examples, 729179 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:50,950 : INFO : EPOCH 4 - PROGRESS: at 10.94% examples, 729230 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:51,954 : INFO : EPOCH 4 - PROGRESS: at 11.29% examples, 729220 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:52,966 : INFO : EPOCH 4 - PROGRESS: at 11.65% examples, 729131 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:53,982 : INFO : EPOCH 4 - PROGRESS: at 12.00% examples, 729139 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:54,987 : INFO : EPOCH 4 - PROGRESS: at 12.36% examples, 729185 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:55,995 : INFO : EPOCH 4 - PROGRESS: at 12.72% examples, 729118 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:56,995 : INFO : EPOCH 4 - PROGRESS: at 13.07% examples, 729161 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:58,000 : INFO : EPOCH 4 - PROGRESS: at 13.42% examples, 729095 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:37:59,025 : INFO : EPOCH 4 - PROGRESS: at 13.78% examples, 729004 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:00,027 : INFO : EPOCH 4 - PROGRESS: at 14.14% examples, 729207 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:01,028 : INFO : EPOCH 4 - PROGRESS: at 14.48% examples, 729197 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:02,037 : INFO : EPOCH 4 - PROGRESS: at 14.84% examples, 729281 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:03,061 : INFO : EPOCH 4 - PROGRESS: at 15.19% examples, 729084 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:04,064 : INFO : EPOCH 4 - PROGRESS: at 15.54% examples, 729090 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:05,068 : INFO : EPOCH 4 - PROGRESS: at 15.90% examples, 729254 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:06,073 : INFO : EPOCH 4 - PROGRESS: at 16.27% examples, 729053 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:07,080 : INFO : EPOCH 4 - PROGRESS: at 16.63% examples, 728886 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:08,087 : INFO : EPOCH 4 - PROGRESS: at 16.99% examples, 728858 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:09,090 : INFO : EPOCH 4 - PROGRESS: at 17.36% examples, 729133 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:10,105 : INFO : EPOCH 4 - PROGRESS: at 17.73% examples, 729025 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:38:11,116 : INFO : EPOCH 4 - PROGRESS: at 18.07% examples, 728994 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:12,126 : INFO : EPOCH 4 - PROGRESS: at 18.40% examples, 729092 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:13,130 : INFO : EPOCH 4 - PROGRESS: at 18.74% examples, 729082 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:38:14,137 : INFO : EPOCH 4 - PROGRESS: at 19.08% examples, 729174 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:38:15,137 : INFO : EPOCH 4 - PROGRESS: at 19.41% examples, 729455 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:16,151 : INFO : EPOCH 4 - PROGRESS: at 19.76% examples, 729393 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:17,158 : INFO : EPOCH 4 - PROGRESS: at 20.13% examples, 729415 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:18,160 : INFO : EPOCH 4 - PROGRESS: at 20.48% examples, 729265 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:19,164 : INFO : EPOCH 4 - PROGRESS: at 20.84% examples, 729312 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:20,172 : INFO : EPOCH 4 - PROGRESS: at 21.18% examples, 729376 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:21,174 : INFO : EPOCH 4 - PROGRESS: at 21.54% examples, 729350 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:22,176 : INFO : EPOCH 4 - PROGRESS: at 21.87% examples, 729546 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:23,186 : INFO : EPOCH 4 - PROGRESS: at 22.23% examples, 729255 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:24,191 : INFO : EPOCH 4 - PROGRESS: at 22.57% examples, 729399 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:25,193 : INFO : EPOCH 4 - PROGRESS: at 22.93% examples, 729343 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:26,197 : INFO : EPOCH 4 - PROGRESS: at 23.27% examples, 729317 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:27,201 : INFO : EPOCH 4 - PROGRESS: at 23.63% examples, 729170 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:28,220 : INFO : EPOCH 4 - PROGRESS: at 23.99% examples, 729188 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:29,228 : INFO : EPOCH 4 - PROGRESS: at 24.37% examples, 729092 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:38:30,228 : INFO : EPOCH 4 - PROGRESS: at 24.73% examples, 729012 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:31,228 : INFO : EPOCH 4 - PROGRESS: at 25.06% examples, 729097 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:32,238 : INFO : EPOCH 4 - PROGRESS: at 25.43% examples, 728813 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:33,242 : INFO : EPOCH 4 - PROGRESS: at 25.79% examples, 728895 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:34,242 : INFO : EPOCH 4 - PROGRESS: at 26.13% examples, 729123 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:35,246 : INFO : EPOCH 4 - PROGRESS: at 26.46% examples, 729022 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:36,270 : INFO : EPOCH 4 - PROGRESS: at 26.81% examples, 728919 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:37,271 : INFO : EPOCH 4 - PROGRESS: at 27.17% examples, 729071 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:38,273 : INFO : EPOCH 4 - PROGRESS: at 27.52% examples, 728992 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:39,274 : INFO : EPOCH 4 - PROGRESS: at 27.88% examples, 729042 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:40,277 : INFO : EPOCH 4 - PROGRESS: at 28.23% examples, 728983 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:38:41,286 : INFO : EPOCH 4 - PROGRESS: at 28.59% examples, 729036 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:42,288 : INFO : EPOCH 4 - PROGRESS: at 28.93% examples, 728913 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:38:43,294 : INFO : EPOCH 4 - PROGRESS: at 29.28% examples, 728855 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:44,296 : INFO : EPOCH 4 - PROGRESS: at 29.65% examples, 728832 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:45,307 : INFO : EPOCH 4 - PROGRESS: at 30.01% examples, 728878 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:38:46,312 : INFO : EPOCH 4 - PROGRESS: at 30.38% examples, 728746 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:47,336 : INFO : EPOCH 4 - PROGRESS: at 30.74% examples, 728715 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:48,344 : INFO : EPOCH 4 - PROGRESS: at 31.09% examples, 728732 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:49,350 : INFO : EPOCH 4 - PROGRESS: at 31.45% examples, 728758 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:50,353 : INFO : EPOCH 4 - PROGRESS: at 31.82% examples, 728679 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:51,354 : INFO : EPOCH 4 - PROGRESS: at 32.15% examples, 728701 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:52,369 : INFO : EPOCH 4 - PROGRESS: at 32.50% examples, 728640 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:53,394 : INFO : EPOCH 4 - PROGRESS: at 32.88% examples, 728523 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:38:54,400 : INFO : EPOCH 4 - PROGRESS: at 33.24% examples, 728610 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:55,424 : INFO : EPOCH 4 - PROGRESS: at 33.58% examples, 728508 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:38:56,440 : INFO : EPOCH 4 - PROGRESS: at 33.97% examples, 728548 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:57,451 : INFO : EPOCH 4 - PROGRESS: at 34.35% examples, 728529 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:58,464 : INFO : EPOCH 4 - PROGRESS: at 34.69% examples, 728640 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:38:59,486 : INFO : EPOCH 4 - PROGRESS: at 35.03% examples, 728584 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:00,497 : INFO : EPOCH 4 - PROGRESS: at 35.39% examples, 728568 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:01,506 : INFO : EPOCH 4 - PROGRESS: at 35.75% examples, 728520 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:02,507 : INFO : EPOCH 4 - PROGRESS: at 36.10% examples, 728621 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:03,518 : INFO : EPOCH 4 - PROGRESS: at 36.45% examples, 728609 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:04,533 : INFO : EPOCH 4 - PROGRESS: at 36.80% examples, 728562 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:05,539 : INFO : EPOCH 4 - PROGRESS: at 37.17% examples, 728563 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:06,553 : INFO : EPOCH 4 - PROGRESS: at 37.53% examples, 728563 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:07,567 : INFO : EPOCH 4 - PROGRESS: at 37.88% examples, 728623 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:08,569 : INFO : EPOCH 4 - PROGRESS: at 38.25% examples, 728616 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:09,591 : INFO : EPOCH 4 - PROGRESS: at 38.60% examples, 728570 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:10,598 : INFO : EPOCH 4 - PROGRESS: at 38.94% examples, 728553 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:39:11,619 : INFO : EPOCH 4 - PROGRESS: at 39.30% examples, 728486 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:12,630 : INFO : EPOCH 4 - PROGRESS: at 39.65% examples, 728471 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:39:13,634 : INFO : EPOCH 4 - PROGRESS: at 40.00% examples, 728464 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:39:14,638 : INFO : EPOCH 4 - PROGRESS: at 40.37% examples, 728390 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:15,657 : INFO : EPOCH 4 - PROGRESS: at 40.72% examples, 728347 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:16,659 : INFO : EPOCH 4 - PROGRESS: at 41.05% examples, 728547 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:17,662 : INFO : EPOCH 4 - PROGRESS: at 41.36% examples, 728633 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:18,678 : INFO : EPOCH 4 - PROGRESS: at 41.72% examples, 728552 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:19,685 : INFO : EPOCH 4 - PROGRESS: at 42.06% examples, 728638 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:20,700 : INFO : EPOCH 4 - PROGRESS: at 42.40% examples, 728621 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:21,709 : INFO : EPOCH 4 - PROGRESS: at 42.77% examples, 728602 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:22,715 : INFO : EPOCH 4 - PROGRESS: at 43.14% examples, 728636 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:23,727 : INFO : EPOCH 4 - PROGRESS: at 43.49% examples, 728593 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:24,733 : INFO : EPOCH 4 - PROGRESS: at 43.86% examples, 728661 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:25,752 : INFO : EPOCH 4 - PROGRESS: at 44.25% examples, 728564 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:26,770 : INFO : EPOCH 4 - PROGRESS: at 44.63% examples, 728508 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:27,771 : INFO : EPOCH 4 - PROGRESS: at 45.01% examples, 728531 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:28,774 : INFO : EPOCH 4 - PROGRESS: at 45.37% examples, 728489 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:29,798 : INFO : EPOCH 4 - PROGRESS: at 45.75% examples, 728439 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:30,817 : INFO : EPOCH 4 - PROGRESS: at 46.10% examples, 728477 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:31,823 : INFO : EPOCH 4 - PROGRESS: at 46.45% examples, 728459 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:32,828 : INFO : EPOCH 4 - PROGRESS: at 46.80% examples, 728498 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:33,847 : INFO : EPOCH 4 - PROGRESS: at 47.15% examples, 728417 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:34,863 : INFO : EPOCH 4 - PROGRESS: at 47.49% examples, 728482 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:35,870 : INFO : EPOCH 4 - PROGRESS: at 47.85% examples, 728483 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:36,872 : INFO : EPOCH 4 - PROGRESS: at 48.23% examples, 728535 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:37,880 : INFO : EPOCH 4 - PROGRESS: at 48.57% examples, 728476 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:38,894 : INFO : EPOCH 4 - PROGRESS: at 48.90% examples, 728526 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:39:39,904 : INFO : EPOCH 4 - PROGRESS: at 49.23% examples, 728256 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:40,917 : INFO : EPOCH 4 - PROGRESS: at 49.59% examples, 728053 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:41,924 : INFO : EPOCH 4 - PROGRESS: at 49.90% examples, 727898 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:42,937 : INFO : EPOCH 4 - PROGRESS: at 50.26% examples, 727521 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:43,954 : INFO : EPOCH 4 - PROGRESS: at 50.53% examples, 726591 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:44,960 : INFO : EPOCH 4 - PROGRESS: at 50.87% examples, 726315 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:45,975 : INFO : EPOCH 4 - PROGRESS: at 51.22% examples, 726309 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:46,976 : INFO : EPOCH 4 - PROGRESS: at 51.55% examples, 726362 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:47,988 : INFO : EPOCH 4 - PROGRESS: at 51.89% examples, 726430 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:48,989 : INFO : EPOCH 4 - PROGRESS: at 52.28% examples, 726480 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:49,990 : INFO : EPOCH 4 - PROGRESS: at 52.63% examples, 726440 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:50,997 : INFO : EPOCH 4 - PROGRESS: at 53.00% examples, 726387 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:52,004 : INFO : EPOCH 4 - PROGRESS: at 53.35% examples, 726391 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:39:53,021 : INFO : EPOCH 4 - PROGRESS: at 53.72% examples, 726465 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:54,033 : INFO : EPOCH 4 - PROGRESS: at 54.06% examples, 726468 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:55,046 : INFO : EPOCH 4 - PROGRESS: at 54.40% examples, 726536 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:56,058 : INFO : EPOCH 4 - PROGRESS: at 54.74% examples, 726601 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:57,068 : INFO : EPOCH 4 - PROGRESS: at 55.08% examples, 726611 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:58,069 : INFO : EPOCH 4 - PROGRESS: at 55.40% examples, 726697 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:39:59,082 : INFO : EPOCH 4 - PROGRESS: at 55.77% examples, 726665 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:00,112 : INFO : EPOCH 4 - PROGRESS: at 56.14% examples, 726578 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:01,145 : INFO : EPOCH 4 - PROGRESS: at 56.49% examples, 726636 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:02,147 : INFO : EPOCH 4 - PROGRESS: at 56.85% examples, 726756 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:03,157 : INFO : EPOCH 4 - PROGRESS: at 57.20% examples, 726729 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:04,166 : INFO : EPOCH 4 - PROGRESS: at 57.56% examples, 726729 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:05,175 : INFO : EPOCH 4 - PROGRESS: at 57.91% examples, 726789 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:06,183 : INFO : EPOCH 4 - PROGRESS: at 58.27% examples, 726816 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:07,186 : INFO : EPOCH 4 - PROGRESS: at 58.61% examples, 726842 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:08,198 : INFO : EPOCH 4 - PROGRESS: at 58.95% examples, 726814 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:09,201 : INFO : EPOCH 4 - PROGRESS: at 59.31% examples, 726906 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:10,212 : INFO : EPOCH 4 - PROGRESS: at 59.67% examples, 726894 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:11,215 : INFO : EPOCH 4 - PROGRESS: at 60.00% examples, 726922 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:12,220 : INFO : EPOCH 4 - PROGRESS: at 60.33% examples, 726893 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:13,226 : INFO : EPOCH 4 - PROGRESS: at 60.70% examples, 726920 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:14,233 : INFO : EPOCH 4 - PROGRESS: at 61.08% examples, 726883 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:40:15,235 : INFO : EPOCH 4 - PROGRESS: at 61.43% examples, 726850 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:40:16,240 : INFO : EPOCH 4 - PROGRESS: at 61.76% examples, 726866 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:17,242 : INFO : EPOCH 4 - PROGRESS: at 62.11% examples, 726920 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:18,247 : INFO : EPOCH 4 - PROGRESS: at 62.45% examples, 726936 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:40:19,262 : INFO : EPOCH 4 - PROGRESS: at 62.79% examples, 726960 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:20,277 : INFO : EPOCH 4 - PROGRESS: at 63.15% examples, 726969 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:21,282 : INFO : EPOCH 4 - PROGRESS: at 63.52% examples, 726973 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:40:22,285 : INFO : EPOCH 4 - PROGRESS: at 63.88% examples, 726892 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:23,287 : INFO : EPOCH 4 - PROGRESS: at 64.21% examples, 726876 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:24,294 : INFO : EPOCH 4 - PROGRESS: at 64.55% examples, 726846 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:40:25,305 : INFO : EPOCH 4 - PROGRESS: at 64.90% examples, 726863 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:26,305 : INFO : EPOCH 4 - PROGRESS: at 65.24% examples, 726875 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:27,312 : INFO : EPOCH 4 - PROGRESS: at 65.59% examples, 726938 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:28,316 : INFO : EPOCH 4 - PROGRESS: at 65.93% examples, 726942 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:29,320 : INFO : EPOCH 4 - PROGRESS: at 66.30% examples, 727015 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:30,326 : INFO : EPOCH 4 - PROGRESS: at 66.66% examples, 727052 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:31,337 : INFO : EPOCH 4 - PROGRESS: at 67.00% examples, 727034 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:32,338 : INFO : EPOCH 4 - PROGRESS: at 67.33% examples, 727081 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:40:33,343 : INFO : EPOCH 4 - PROGRESS: at 67.67% examples, 727126 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:34,344 : INFO : EPOCH 4 - PROGRESS: at 68.02% examples, 727181 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:40:35,346 : INFO : EPOCH 4 - PROGRESS: at 68.39% examples, 727145 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:36,346 : INFO : EPOCH 4 - PROGRESS: at 68.73% examples, 727187 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:37,350 : INFO : EPOCH 4 - PROGRESS: at 69.07% examples, 727205 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:38,353 : INFO : EPOCH 4 - PROGRESS: at 69.45% examples, 727240 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:39,357 : INFO : EPOCH 4 - PROGRESS: at 69.81% examples, 727193 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:40,370 : INFO : EPOCH 4 - PROGRESS: at 70.15% examples, 727248 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:41,383 : INFO : EPOCH 4 - PROGRESS: at 70.52% examples, 727286 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:42,383 : INFO : EPOCH 4 - PROGRESS: at 70.88% examples, 727266 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:43,385 : INFO : EPOCH 4 - PROGRESS: at 71.23% examples, 727264 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:44,400 : INFO : EPOCH 4 - PROGRESS: at 71.57% examples, 727247 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:45,401 : INFO : EPOCH 4 - PROGRESS: at 71.91% examples, 727286 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:40:46,405 : INFO : EPOCH 4 - PROGRESS: at 72.25% examples, 727318 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:47,412 : INFO : EPOCH 4 - PROGRESS: at 72.61% examples, 727314 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:48,413 : INFO : EPOCH 4 - PROGRESS: at 72.94% examples, 727292 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:49,423 : INFO : EPOCH 4 - PROGRESS: at 73.30% examples, 727378 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:50,436 : INFO : EPOCH 4 - PROGRESS: at 73.69% examples, 727354 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:51,443 : INFO : EPOCH 4 - PROGRESS: at 74.06% examples, 727314 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:52,446 : INFO : EPOCH 4 - PROGRESS: at 74.41% examples, 727320 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:53,447 : INFO : EPOCH 4 - PROGRESS: at 74.75% examples, 727333 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:54,454 : INFO : EPOCH 4 - PROGRESS: at 75.10% examples, 727334 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:55,457 : INFO : EPOCH 4 - PROGRESS: at 75.46% examples, 727355 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:56,461 : INFO : EPOCH 4 - PROGRESS: at 75.77% examples, 727374 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:57,464 : INFO : EPOCH 4 - PROGRESS: at 76.11% examples, 727406 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:58,481 : INFO : EPOCH 4 - PROGRESS: at 76.46% examples, 727478 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:40:59,491 : INFO : EPOCH 4 - PROGRESS: at 76.81% examples, 727497 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:41:00,491 : INFO : EPOCH 4 - PROGRESS: at 77.14% examples, 727507 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:01,500 : INFO : EPOCH 4 - PROGRESS: at 77.48% examples, 727492 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:02,504 : INFO : EPOCH 4 - PROGRESS: at 77.84% examples, 727540 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:03,504 : INFO : EPOCH 4 - PROGRESS: at 78.20% examples, 727535 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:04,506 : INFO : EPOCH 4 - PROGRESS: at 78.55% examples, 727564 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:05,515 : INFO : EPOCH 4 - PROGRESS: at 78.94% examples, 727544 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:06,531 : INFO : EPOCH 4 - PROGRESS: at 79.28% examples, 727511 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:07,535 : INFO : EPOCH 4 - PROGRESS: at 79.62% examples, 727568 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:08,550 : INFO : EPOCH 4 - PROGRESS: at 79.95% examples, 727555 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:09,554 : INFO : EPOCH 4 - PROGRESS: at 80.29% examples, 727582 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:10,559 : INFO : EPOCH 4 - PROGRESS: at 80.66% examples, 727594 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:11,562 : INFO : EPOCH 4 - PROGRESS: at 81.01% examples, 727561 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:12,563 : INFO : EPOCH 4 - PROGRESS: at 81.37% examples, 727589 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:13,573 : INFO : EPOCH 4 - PROGRESS: at 81.72% examples, 727594 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:14,574 : INFO : EPOCH 4 - PROGRESS: at 82.10% examples, 727573 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:15,586 : INFO : EPOCH 4 - PROGRESS: at 82.46% examples, 727571 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:16,599 : INFO : EPOCH 4 - PROGRESS: at 82.83% examples, 727613 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:41:17,612 : INFO : EPOCH 4 - PROGRESS: at 83.18% examples, 727612 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:18,613 : INFO : EPOCH 4 - PROGRESS: at 83.52% examples, 727637 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:19,623 : INFO : EPOCH 4 - PROGRESS: at 83.87% examples, 727611 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:20,629 : INFO : EPOCH 4 - PROGRESS: at 84.22% examples, 727653 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:41:21,635 : INFO : EPOCH 4 - PROGRESS: at 84.56% examples, 727624 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:22,640 : INFO : EPOCH 4 - PROGRESS: at 84.93% examples, 727692 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:41:23,645 : INFO : EPOCH 4 - PROGRESS: at 85.26% examples, 727680 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:24,651 : INFO : EPOCH 4 - PROGRESS: at 85.61% examples, 727679 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:25,666 : INFO : EPOCH 4 - PROGRESS: at 85.95% examples, 727737 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:26,667 : INFO : EPOCH 4 - PROGRESS: at 86.28% examples, 727809 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:41:27,668 : INFO : EPOCH 4 - PROGRESS: at 86.62% examples, 727820 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:28,675 : INFO : EPOCH 4 - PROGRESS: at 86.95% examples, 727830 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:41:29,680 : INFO : EPOCH 4 - PROGRESS: at 87.33% examples, 727826 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:30,682 : INFO : EPOCH 4 - PROGRESS: at 87.71% examples, 727755 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:41:31,689 : INFO : EPOCH 4 - PROGRESS: at 88.06% examples, 727742 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:32,697 : INFO : EPOCH 4 - PROGRESS: at 88.39% examples, 727745 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:33,705 : INFO : EPOCH 4 - PROGRESS: at 88.72% examples, 727786 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:41:34,707 : INFO : EPOCH 4 - PROGRESS: at 89.05% examples, 727839 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:35,713 : INFO : EPOCH 4 - PROGRESS: at 89.40% examples, 727828 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:36,729 : INFO : EPOCH 4 - PROGRESS: at 89.74% examples, 727796 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:37,731 : INFO : EPOCH 4 - PROGRESS: at 90.11% examples, 727821 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:38,733 : INFO : EPOCH 4 - PROGRESS: at 90.48% examples, 727814 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:39,739 : INFO : EPOCH 4 - PROGRESS: at 90.81% examples, 727815 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:40,740 : INFO : EPOCH 4 - PROGRESS: at 91.18% examples, 727793 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:41:41,742 : INFO : EPOCH 4 - PROGRESS: at 91.52% examples, 727758 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:42,753 : INFO : EPOCH 4 - PROGRESS: at 91.85% examples, 727773 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:43,756 : INFO : EPOCH 4 - PROGRESS: at 92.21% examples, 727760 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:44,757 : INFO : EPOCH 4 - PROGRESS: at 92.55% examples, 727762 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:45,768 : INFO : EPOCH 4 - PROGRESS: at 92.91% examples, 727734 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:46,774 : INFO : EPOCH 4 - PROGRESS: at 93.25% examples, 727785 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:47,782 : INFO : EPOCH 4 - PROGRESS: at 93.59% examples, 727788 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:48,795 : INFO : EPOCH 4 - PROGRESS: at 93.93% examples, 727768 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:41:49,796 : INFO : EPOCH 4 - PROGRESS: at 94.27% examples, 727828 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:50,802 : INFO : EPOCH 4 - PROGRESS: at 94.62% examples, 727825 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:51,806 : INFO : EPOCH 4 - PROGRESS: at 95.01% examples, 727822 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:52,818 : INFO : EPOCH 4 - PROGRESS: at 95.36% examples, 727790 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:53,818 : INFO : EPOCH 4 - PROGRESS: at 95.69% examples, 727837 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:54,842 : INFO : EPOCH 4 - PROGRESS: at 96.01% examples, 727833 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:55,842 : INFO : EPOCH 4 - PROGRESS: at 96.37% examples, 727837 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:56,845 : INFO : EPOCH 4 - PROGRESS: at 96.75% examples, 727818 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:57,857 : INFO : EPOCH 4 - PROGRESS: at 97.10% examples, 727782 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:58,863 : INFO : EPOCH 4 - PROGRESS: at 97.47% examples, 727790 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:41:59,864 : INFO : EPOCH 4 - PROGRESS: at 97.83% examples, 727792 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:42:00,888 : INFO : EPOCH 4 - PROGRESS: at 98.17% examples, 727714 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:01,892 : INFO : EPOCH 4 - PROGRESS: at 98.52% examples, 727745 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:02,898 : INFO : EPOCH 4 - PROGRESS: at 98.91% examples, 727693 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:03,905 : INFO : EPOCH 4 - PROGRESS: at 99.25% examples, 727704 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:04,913 : INFO : EPOCH 4 - PROGRESS: at 99.61% examples, 727692 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:05,913 : INFO : EPOCH 4 - PROGRESS: at 99.96% examples, 727703 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:05,993 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 14:42:06,002 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 14:42:06,013 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 14:42:06,015 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 14:42:06,016 : INFO : EPOCH - 4 : training on 268191231 raw words (208343042 effective words) took 286.3s, 727709 effective words/s
2020-07-24 14:42:07,022 : INFO : EPOCH 5 - PROGRESS: at 0.36% examples, 711984 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:08,023 : INFO : EPOCH 5 - PROGRESS: at 0.70% examples, 718576 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:09,030 : INFO : EPOCH 5 - PROGRESS: at 1.06% examples, 723382 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:10,049 : INFO : EPOCH 5 - PROGRESS: at 1.44% examples, 722574 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:11,053 : INFO : EPOCH 5 - PROGRESS: at 1.79% examples, 727107 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:12,060 : INFO : EPOCH 5 - PROGRESS: at 2.14% examples, 726814 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:13,067 : INFO : EPOCH 5 - PROGRESS: at 2.47% examples, 727670 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:14,080 : INFO : EPOCH 5 - PROGRESS: at 2.84% examples, 726697 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:15,083 : INFO : EPOCH 5 - PROGRESS: at 3.19% examples, 727146 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:16,087 : INFO : EPOCH 5 - PROGRESS: at 3.52% examples, 728017 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:17,106 : INFO : EPOCH 5 - PROGRESS: at 3.88% examples, 727827 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:18,111 : INFO : EPOCH 5 - PROGRESS: at 4.23% examples, 728325 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:19,115 : INFO : EPOCH 5 - PROGRESS: at 4.58% examples, 726185 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:20,124 : INFO : EPOCH 5 - PROGRESS: at 4.92% examples, 723661 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:21,127 : INFO : EPOCH 5 - PROGRESS: at 5.28% examples, 720716 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:22,131 : INFO : EPOCH 5 - PROGRESS: at 5.62% examples, 719144 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:23,142 : INFO : EPOCH 5 - PROGRESS: at 5.92% examples, 714131 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:24,145 : INFO : EPOCH 5 - PROGRESS: at 6.18% examples, 706944 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:25,156 : INFO : EPOCH 5 - PROGRESS: at 6.51% examples, 708021 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:26,157 : INFO : EPOCH 5 - PROGRESS: at 6.85% examples, 709027 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:27,177 : INFO : EPOCH 5 - PROGRESS: at 7.24% examples, 710207 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:28,201 : INFO : EPOCH 5 - PROGRESS: at 7.58% examples, 711070 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:29,206 : INFO : EPOCH 5 - PROGRESS: at 7.93% examples, 711522 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:30,215 : INFO : EPOCH 5 - PROGRESS: at 8.28% examples, 712063 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:42:31,220 : INFO : EPOCH 5 - PROGRESS: at 8.62% examples, 713121 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:32,222 : INFO : EPOCH 5 - PROGRESS: at 8.98% examples, 713970 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:42:33,228 : INFO : EPOCH 5 - PROGRESS: at 9.31% examples, 714285 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:34,244 : INFO : EPOCH 5 - PROGRESS: at 9.65% examples, 714523 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:35,253 : INFO : EPOCH 5 - PROGRESS: at 10.02% examples, 715148 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:36,254 : INFO : EPOCH 5 - PROGRESS: at 10.37% examples, 715061 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:37,267 : INFO : EPOCH 5 - PROGRESS: at 10.73% examples, 715491 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:38,283 : INFO : EPOCH 5 - PROGRESS: at 11.09% examples, 716107 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:39,287 : INFO : EPOCH 5 - PROGRESS: at 11.45% examples, 716544 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:40,296 : INFO : EPOCH 5 - PROGRESS: at 11.79% examples, 716861 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:41,301 : INFO : EPOCH 5 - PROGRESS: at 12.16% examples, 717187 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:42,307 : INFO : EPOCH 5 - PROGRESS: at 12.52% examples, 717698 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:43,311 : INFO : EPOCH 5 - PROGRESS: at 12.87% examples, 717805 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:44,311 : INFO : EPOCH 5 - PROGRESS: at 13.21% examples, 718152 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:45,318 : INFO : EPOCH 5 - PROGRESS: at 13.56% examples, 718424 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:46,325 : INFO : EPOCH 5 - PROGRESS: at 13.92% examples, 718654 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:47,326 : INFO : EPOCH 5 - PROGRESS: at 14.28% examples, 718894 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:42:48,354 : INFO : EPOCH 5 - PROGRESS: at 14.63% examples, 718944 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:49,358 : INFO : EPOCH 5 - PROGRESS: at 14.99% examples, 719335 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:50,369 : INFO : EPOCH 5 - PROGRESS: at 15.33% examples, 719374 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:42:51,370 : INFO : EPOCH 5 - PROGRESS: at 15.69% examples, 719436 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:52,377 : INFO : EPOCH 5 - PROGRESS: at 16.03% examples, 719719 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:53,388 : INFO : EPOCH 5 - PROGRESS: at 16.42% examples, 719460 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:54,395 : INFO : EPOCH 5 - PROGRESS: at 16.78% examples, 719810 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:55,399 : INFO : EPOCH 5 - PROGRESS: at 17.13% examples, 719843 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:56,405 : INFO : EPOCH 5 - PROGRESS: at 17.49% examples, 719978 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:57,411 : INFO : EPOCH 5 - PROGRESS: at 17.86% examples, 720295 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:42:58,428 : INFO : EPOCH 5 - PROGRESS: at 18.20% examples, 720282 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:42:59,437 : INFO : EPOCH 5 - PROGRESS: at 18.53% examples, 720506 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:00,447 : INFO : EPOCH 5 - PROGRESS: at 18.87% examples, 720420 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:01,452 : INFO : EPOCH 5 - PROGRESS: at 19.21% examples, 720594 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:02,464 : INFO : EPOCH 5 - PROGRESS: at 19.53% examples, 721077 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:03,471 : INFO : EPOCH 5 - PROGRESS: at 19.89% examples, 721363 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:04,477 : INFO : EPOCH 5 - PROGRESS: at 20.25% examples, 721321 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:05,478 : INFO : EPOCH 5 - PROGRESS: at 20.60% examples, 721259 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:43:06,482 : INFO : EPOCH 5 - PROGRESS: at 20.97% examples, 721441 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:07,491 : INFO : EPOCH 5 - PROGRESS: at 21.31% examples, 721291 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:08,502 : INFO : EPOCH 5 - PROGRESS: at 21.64% examples, 721446 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:09,511 : INFO : EPOCH 5 - PROGRESS: at 22.00% examples, 721659 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:43:10,518 : INFO : EPOCH 5 - PROGRESS: at 22.36% examples, 721767 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:11,520 : INFO : EPOCH 5 - PROGRESS: at 22.69% examples, 721840 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:43:12,521 : INFO : EPOCH 5 - PROGRESS: at 23.07% examples, 721990 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:43:13,532 : INFO : EPOCH 5 - PROGRESS: at 23.40% examples, 722158 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:14,536 : INFO : EPOCH 5 - PROGRESS: at 23.75% examples, 722092 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:15,538 : INFO : EPOCH 5 - PROGRESS: at 24.11% examples, 722149 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:16,550 : INFO : EPOCH 5 - PROGRESS: at 24.47% examples, 721938 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:17,551 : INFO : EPOCH 5 - PROGRESS: at 24.84% examples, 721927 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:18,558 : INFO : EPOCH 5 - PROGRESS: at 25.19% examples, 722038 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:19,574 : INFO : EPOCH 5 - PROGRESS: at 25.54% examples, 721980 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:20,585 : INFO : EPOCH 5 - PROGRESS: at 25.90% examples, 721999 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:21,587 : INFO : EPOCH 5 - PROGRESS: at 26.23% examples, 722112 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:22,599 : INFO : EPOCH 5 - PROGRESS: at 26.58% examples, 722231 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:23,602 : INFO : EPOCH 5 - PROGRESS: at 26.93% examples, 722374 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:24,604 : INFO : EPOCH 5 - PROGRESS: at 27.28% examples, 722369 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:25,606 : INFO : EPOCH 5 - PROGRESS: at 27.63% examples, 722299 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:26,625 : INFO : EPOCH 5 - PROGRESS: at 27.98% examples, 722340 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:27,633 : INFO : EPOCH 5 - PROGRESS: at 28.34% examples, 722475 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:28,648 : INFO : EPOCH 5 - PROGRESS: at 28.69% examples, 722367 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:43:29,658 : INFO : EPOCH 5 - PROGRESS: at 29.05% examples, 722522 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:30,667 : INFO : EPOCH 5 - PROGRESS: at 29.40% examples, 722686 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:31,687 : INFO : EPOCH 5 - PROGRESS: at 29.79% examples, 722640 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:32,702 : INFO : EPOCH 5 - PROGRESS: at 30.16% examples, 722585 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:33,707 : INFO : EPOCH 5 - PROGRESS: at 30.50% examples, 722703 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:34,717 : INFO : EPOCH 5 - PROGRESS: at 30.86% examples, 722640 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:35,726 : INFO : EPOCH 5 - PROGRESS: at 31.20% examples, 722872 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:36,733 : INFO : EPOCH 5 - PROGRESS: at 31.58% examples, 722799 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:37,736 : INFO : EPOCH 5 - PROGRESS: at 31.93% examples, 722878 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:38,739 : INFO : EPOCH 5 - PROGRESS: at 32.27% examples, 723025 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:39,744 : INFO : EPOCH 5 - PROGRESS: at 32.63% examples, 723047 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:40,749 : INFO : EPOCH 5 - PROGRESS: at 33.01% examples, 722992 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:41,750 : INFO : EPOCH 5 - PROGRESS: at 33.35% examples, 723057 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:42,768 : INFO : EPOCH 5 - PROGRESS: at 33.71% examples, 723132 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:43,768 : INFO : EPOCH 5 - PROGRESS: at 34.09% examples, 723122 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:44,776 : INFO : EPOCH 5 - PROGRESS: at 34.46% examples, 723272 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:45,777 : INFO : EPOCH 5 - PROGRESS: at 34.78% examples, 723331 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:46,780 : INFO : EPOCH 5 - PROGRESS: at 35.12% examples, 723250 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:47,780 : INFO : EPOCH 5 - PROGRESS: at 35.48% examples, 723222 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:43:48,787 : INFO : EPOCH 5 - PROGRESS: at 35.84% examples, 723320 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:49,798 : INFO : EPOCH 5 - PROGRESS: at 36.18% examples, 723305 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:43:50,801 : INFO : EPOCH 5 - PROGRESS: at 36.54% examples, 723359 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:51,802 : INFO : EPOCH 5 - PROGRESS: at 36.88% examples, 723497 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:43:52,803 : INFO : EPOCH 5 - PROGRESS: at 37.24% examples, 723443 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:43:53,805 : INFO : EPOCH 5 - PROGRESS: at 37.60% examples, 723553 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:43:54,819 : INFO : EPOCH 5 - PROGRESS: at 37.94% examples, 723474 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:55,820 : INFO : EPOCH 5 - PROGRESS: at 38.31% examples, 723445 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:56,826 : INFO : EPOCH 5 - PROGRESS: at 38.66% examples, 723540 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:57,828 : INFO : EPOCH 5 - PROGRESS: at 39.00% examples, 723512 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:58,831 : INFO : EPOCH 5 - PROGRESS: at 39.36% examples, 723511 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:43:59,836 : INFO : EPOCH 5 - PROGRESS: at 39.70% examples, 723480 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:00,839 : INFO : EPOCH 5 - PROGRESS: at 40.04% examples, 723471 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:01,847 : INFO : EPOCH 5 - PROGRESS: at 40.41% examples, 723513 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:02,851 : INFO : EPOCH 5 - PROGRESS: at 40.76% examples, 723538 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:03,861 : INFO : EPOCH 5 - PROGRESS: at 41.09% examples, 723617 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:44:04,869 : INFO : EPOCH 5 - PROGRESS: at 41.41% examples, 723762 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:05,877 : INFO : EPOCH 5 - PROGRESS: at 41.75% examples, 723717 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:06,896 : INFO : EPOCH 5 - PROGRESS: at 42.09% examples, 723694 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:07,897 : INFO : EPOCH 5 - PROGRESS: at 42.43% examples, 723784 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:08,902 : INFO : EPOCH 5 - PROGRESS: at 42.80% examples, 723729 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:09,903 : INFO : EPOCH 5 - PROGRESS: at 43.16% examples, 723773 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:10,907 : INFO : EPOCH 5 - PROGRESS: at 43.52% examples, 723820 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:11,908 : INFO : EPOCH 5 - PROGRESS: at 43.88% examples, 723898 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:12,924 : INFO : EPOCH 5 - PROGRESS: at 44.25% examples, 723557 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:13,929 : INFO : EPOCH 5 - PROGRESS: at 44.59% examples, 723007 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:14,966 : INFO : EPOCH 5 - PROGRESS: at 44.95% examples, 722405 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:15,981 : INFO : EPOCH 5 - PROGRESS: at 45.27% examples, 721893 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:16,983 : INFO : EPOCH 5 - PROGRESS: at 45.61% examples, 721379 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:17,987 : INFO : EPOCH 5 - PROGRESS: at 45.93% examples, 720934 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:18,990 : INFO : EPOCH 5 - PROGRESS: at 46.25% examples, 720499 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:44:20,003 : INFO : EPOCH 5 - PROGRESS: at 46.57% examples, 719996 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:21,006 : INFO : EPOCH 5 - PROGRESS: at 46.88% examples, 719625 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:22,013 : INFO : EPOCH 5 - PROGRESS: at 47.21% examples, 719193 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:23,027 : INFO : EPOCH 5 - PROGRESS: at 47.51% examples, 718779 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:24,033 : INFO : EPOCH 5 - PROGRESS: at 47.82% examples, 718345 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:25,034 : INFO : EPOCH 5 - PROGRESS: at 48.16% examples, 717966 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:44:26,037 : INFO : EPOCH 5 - PROGRESS: at 48.48% examples, 717525 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:27,038 : INFO : EPOCH 5 - PROGRESS: at 48.78% examples, 717122 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:44:28,054 : INFO : EPOCH 5 - PROGRESS: at 49.09% examples, 716753 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:29,054 : INFO : EPOCH 5 - PROGRESS: at 49.42% examples, 716402 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:44:30,057 : INFO : EPOCH 5 - PROGRESS: at 49.74% examples, 716040 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:31,062 : INFO : EPOCH 5 - PROGRESS: at 50.05% examples, 715635 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:32,082 : INFO : EPOCH 5 - PROGRESS: at 50.38% examples, 715188 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:33,085 : INFO : EPOCH 5 - PROGRESS: at 50.67% examples, 714832 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:34,104 : INFO : EPOCH 5 - PROGRESS: at 51.02% examples, 714429 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:35,111 : INFO : EPOCH 5 - PROGRESS: at 51.32% examples, 714125 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:36,118 : INFO : EPOCH 5 - PROGRESS: at 51.62% examples, 713797 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:37,138 : INFO : EPOCH 5 - PROGRESS: at 51.95% examples, 713490 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:38,146 : INFO : EPOCH 5 - PROGRESS: at 52.30% examples, 713148 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:39,149 : INFO : EPOCH 5 - PROGRESS: at 52.63% examples, 712824 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:40,157 : INFO : EPOCH 5 - PROGRESS: at 52.96% examples, 712407 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:41,158 : INFO : EPOCH 5 - PROGRESS: at 53.28% examples, 712166 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:42,166 : INFO : EPOCH 5 - PROGRESS: at 53.61% examples, 711768 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:43,175 : INFO : EPOCH 5 - PROGRESS: at 53.92% examples, 711493 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:44,177 : INFO : EPOCH 5 - PROGRESS: at 54.23% examples, 711220 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:45,178 : INFO : EPOCH 5 - PROGRESS: at 54.53% examples, 710958 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:46,194 : INFO : EPOCH 5 - PROGRESS: at 54.85% examples, 710642 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:47,200 : INFO : EPOCH 5 - PROGRESS: at 55.15% examples, 710359 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:48,209 : INFO : EPOCH 5 - PROGRESS: at 55.45% examples, 710048 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:49,210 : INFO : EPOCH 5 - PROGRESS: at 55.78% examples, 709704 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:44:50,222 : INFO : EPOCH 5 - PROGRESS: at 56.11% examples, 709352 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:51,223 : INFO : EPOCH 5 - PROGRESS: at 56.43% examples, 709113 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:52,228 : INFO : EPOCH 5 - PROGRESS: at 56.73% examples, 708818 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:53,229 : INFO : EPOCH 5 - PROGRESS: at 57.06% examples, 708527 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:54,232 : INFO : EPOCH 5 - PROGRESS: at 57.37% examples, 708194 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:44:55,237 : INFO : EPOCH 5 - PROGRESS: at 57.69% examples, 707881 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:44:56,248 : INFO : EPOCH 5 - PROGRESS: at 58.02% examples, 707641 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:44:57,257 : INFO : EPOCH 5 - PROGRESS: at 58.34% examples, 707388 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:58,283 : INFO : EPOCH 5 - PROGRESS: at 58.63% examples, 707141 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:44:59,287 : INFO : EPOCH 5 - PROGRESS: at 58.96% examples, 706812 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:00,288 : INFO : EPOCH 5 - PROGRESS: at 59.26% examples, 706369 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:01,293 : INFO : EPOCH 5 - PROGRESS: at 59.56% examples, 705838 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:45:02,296 : INFO : EPOCH 5 - PROGRESS: at 59.86% examples, 705525 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:03,306 : INFO : EPOCH 5 - PROGRESS: at 60.17% examples, 705130 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:04,309 : INFO : EPOCH 5 - PROGRESS: at 60.44% examples, 704619 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:05,327 : INFO : EPOCH 5 - PROGRESS: at 60.74% examples, 703842 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:06,347 : INFO : EPOCH 5 - PROGRESS: at 61.11% examples, 703804 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:07,359 : INFO : EPOCH 5 - PROGRESS: at 61.47% examples, 703937 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:08,364 : INFO : EPOCH 5 - PROGRESS: at 61.80% examples, 704093 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:09,364 : INFO : EPOCH 5 - PROGRESS: at 62.14% examples, 704256 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:10,371 : INFO : EPOCH 5 - PROGRESS: at 62.48% examples, 704386 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:11,378 : INFO : EPOCH 5 - PROGRESS: at 62.83% examples, 704499 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:12,382 : INFO : EPOCH 5 - PROGRESS: at 63.19% examples, 704661 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:13,388 : INFO : EPOCH 5 - PROGRESS: at 63.55% examples, 704716 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:14,403 : INFO : EPOCH 5 - PROGRESS: at 63.91% examples, 704851 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:15,409 : INFO : EPOCH 5 - PROGRESS: at 64.24% examples, 704966 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:16,414 : INFO : EPOCH 5 - PROGRESS: at 64.59% examples, 705090 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:17,416 : INFO : EPOCH 5 - PROGRESS: at 64.96% examples, 705248 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:18,419 : INFO : EPOCH 5 - PROGRESS: at 65.28% examples, 705401 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:19,425 : INFO : EPOCH 5 - PROGRESS: at 65.63% examples, 705495 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:20,430 : INFO : EPOCH 5 - PROGRESS: at 65.97% examples, 705707 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:21,436 : INFO : EPOCH 5 - PROGRESS: at 66.33% examples, 705786 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:22,441 : INFO : EPOCH 5 - PROGRESS: at 66.69% examples, 705924 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:23,456 : INFO : EPOCH 5 - PROGRESS: at 67.04% examples, 706026 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:24,457 : INFO : EPOCH 5 - PROGRESS: at 67.38% examples, 706204 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:25,473 : INFO : EPOCH 5 - PROGRESS: at 67.71% examples, 706355 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:26,474 : INFO : EPOCH 5 - PROGRESS: at 68.06% examples, 706457 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:27,480 : INFO : EPOCH 5 - PROGRESS: at 68.43% examples, 706549 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:28,484 : INFO : EPOCH 5 - PROGRESS: at 68.77% examples, 706676 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:29,495 : INFO : EPOCH 5 - PROGRESS: at 69.11% examples, 706779 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:30,498 : INFO : EPOCH 5 - PROGRESS: at 69.49% examples, 706908 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:31,507 : INFO : EPOCH 5 - PROGRESS: at 69.86% examples, 707036 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:32,508 : INFO : EPOCH 5 - PROGRESS: at 70.21% examples, 707170 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:33,514 : INFO : EPOCH 5 - PROGRESS: at 70.56% examples, 707204 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:45:34,516 : INFO : EPOCH 5 - PROGRESS: at 70.91% examples, 707307 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:35,525 : INFO : EPOCH 5 - PROGRESS: at 71.27% examples, 707363 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:36,541 : INFO : EPOCH 5 - PROGRESS: at 71.61% examples, 707481 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:37,550 : INFO : EPOCH 5 - PROGRESS: at 71.96% examples, 707629 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:38,569 : INFO : EPOCH 5 - PROGRESS: at 72.29% examples, 707704 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:39,584 : INFO : EPOCH 5 - PROGRESS: at 72.66% examples, 707848 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:40,597 : INFO : EPOCH 5 - PROGRESS: at 72.99% examples, 707916 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:41,610 : INFO : EPOCH 5 - PROGRESS: at 73.35% examples, 708013 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:42,613 : INFO : EPOCH 5 - PROGRESS: at 73.71% examples, 707825 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:43,616 : INFO : EPOCH 5 - PROGRESS: at 74.05% examples, 707584 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:44,619 : INFO : EPOCH 5 - PROGRESS: at 74.38% examples, 707324 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:45,629 : INFO : EPOCH 5 - PROGRESS: at 74.67% examples, 707111 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:46,633 : INFO : EPOCH 5 - PROGRESS: at 74.99% examples, 706940 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:47,645 : INFO : EPOCH 5 - PROGRESS: at 75.32% examples, 706694 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:45:48,655 : INFO : EPOCH 5 - PROGRESS: at 75.62% examples, 706524 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:49,673 : INFO : EPOCH 5 - PROGRESS: at 75.92% examples, 706317 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:50,674 : INFO : EPOCH 5 - PROGRESS: at 76.23% examples, 706105 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:51,684 : INFO : EPOCH 5 - PROGRESS: at 76.54% examples, 705959 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:52,694 : INFO : EPOCH 5 - PROGRESS: at 76.85% examples, 705740 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:53,704 : INFO : EPOCH 5 - PROGRESS: at 77.16% examples, 705523 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:54,707 : INFO : EPOCH 5 - PROGRESS: at 77.46% examples, 705377 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:55,710 : INFO : EPOCH 5 - PROGRESS: at 77.78% examples, 705168 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:56,730 : INFO : EPOCH 5 - PROGRESS: at 78.11% examples, 704953 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:57,743 : INFO : EPOCH 5 - PROGRESS: at 78.43% examples, 704791 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:58,744 : INFO : EPOCH 5 - PROGRESS: at 78.79% examples, 704570 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:45:59,750 : INFO : EPOCH 5 - PROGRESS: at 79.10% examples, 704376 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:46:00,752 : INFO : EPOCH 5 - PROGRESS: at 79.43% examples, 704200 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:01,762 : INFO : EPOCH 5 - PROGRESS: at 79.71% examples, 704008 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:02,775 : INFO : EPOCH 5 - PROGRESS: at 80.02% examples, 703836 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:46:03,777 : INFO : EPOCH 5 - PROGRESS: at 80.33% examples, 703690 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:46:04,781 : INFO : EPOCH 5 - PROGRESS: at 80.67% examples, 703519 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:46:05,790 : INFO : EPOCH 5 - PROGRESS: at 80.99% examples, 703345 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:06,798 : INFO : EPOCH 5 - PROGRESS: at 81.30% examples, 703120 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:46:07,802 : INFO : EPOCH 5 - PROGRESS: at 81.63% examples, 702984 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:08,806 : INFO : EPOCH 5 - PROGRESS: at 81.97% examples, 702765 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:46:09,821 : INFO : EPOCH 5 - PROGRESS: at 82.29% examples, 702568 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:10,830 : INFO : EPOCH 5 - PROGRESS: at 82.63% examples, 702409 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:11,832 : INFO : EPOCH 5 - PROGRESS: at 82.95% examples, 702275 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:12,837 : INFO : EPOCH 5 - PROGRESS: at 83.27% examples, 702102 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:13,842 : INFO : EPOCH 5 - PROGRESS: at 83.57% examples, 701903 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:46:14,849 : INFO : EPOCH 5 - PROGRESS: at 83.89% examples, 701721 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:15,849 : INFO : EPOCH 5 - PROGRESS: at 84.21% examples, 701554 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:46:16,864 : INFO : EPOCH 5 - PROGRESS: at 84.52% examples, 701418 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:17,865 : INFO : EPOCH 5 - PROGRESS: at 84.85% examples, 701288 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:18,872 : INFO : EPOCH 5 - PROGRESS: at 85.16% examples, 701112 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:46:19,883 : INFO : EPOCH 5 - PROGRESS: at 85.47% examples, 700968 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:20,890 : INFO : EPOCH 5 - PROGRESS: at 85.80% examples, 700785 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:46:21,891 : INFO : EPOCH 5 - PROGRESS: at 86.08% examples, 700712 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:22,891 : INFO : EPOCH 5 - PROGRESS: at 86.38% examples, 700517 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:23,901 : INFO : EPOCH 5 - PROGRESS: at 86.69% examples, 700398 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:24,910 : INFO : EPOCH 5 - PROGRESS: at 87.00% examples, 700270 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:25,934 : INFO : EPOCH 5 - PROGRESS: at 87.35% examples, 700065 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:26,934 : INFO : EPOCH 5 - PROGRESS: at 87.70% examples, 699953 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:27,934 : INFO : EPOCH 5 - PROGRESS: at 88.02% examples, 699778 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:28,939 : INFO : EPOCH 5 - PROGRESS: at 88.33% examples, 699654 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:29,948 : INFO : EPOCH 5 - PROGRESS: at 88.61% examples, 699503 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:30,956 : INFO : EPOCH 5 - PROGRESS: at 88.92% examples, 699386 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:46:31,958 : INFO : EPOCH 5 - PROGRESS: at 89.23% examples, 699240 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:32,975 : INFO : EPOCH 5 - PROGRESS: at 89.56% examples, 699088 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:33,982 : INFO : EPOCH 5 - PROGRESS: at 89.87% examples, 698980 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:34,982 : INFO : EPOCH 5 - PROGRESS: at 90.20% examples, 698813 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:46:35,996 : INFO : EPOCH 5 - PROGRESS: at 90.52% examples, 698657 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:36,996 : INFO : EPOCH 5 - PROGRESS: at 90.83% examples, 698577 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:38,009 : INFO : EPOCH 5 - PROGRESS: at 91.18% examples, 698378 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:46:39,025 : INFO : EPOCH 5 - PROGRESS: at 91.49% examples, 698267 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:46:40,027 : INFO : EPOCH 5 - PROGRESS: at 91.80% examples, 698135 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:41,028 : INFO : EPOCH 5 - PROGRESS: at 92.10% examples, 697999 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:42,045 : INFO : EPOCH 5 - PROGRESS: at 92.43% examples, 697864 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:43,045 : INFO : EPOCH 5 - PROGRESS: at 92.74% examples, 697716 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:44,051 : INFO : EPOCH 5 - PROGRESS: at 93.06% examples, 697606 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:45,067 : INFO : EPOCH 5 - PROGRESS: at 93.37% examples, 697471 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:46:46,068 : INFO : EPOCH 5 - PROGRESS: at 93.68% examples, 697334 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:47,084 : INFO : EPOCH 5 - PROGRESS: at 93.99% examples, 697214 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:48,093 : INFO : EPOCH 5 - PROGRESS: at 94.30% examples, 697086 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:49,104 : INFO : EPOCH 5 - PROGRESS: at 94.62% examples, 696972 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:50,104 : INFO : EPOCH 5 - PROGRESS: at 94.97% examples, 696836 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:51,114 : INFO : EPOCH 5 - PROGRESS: at 95.28% examples, 696685 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:52,122 : INFO : EPOCH 5 - PROGRESS: at 95.59% examples, 696586 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:53,132 : INFO : EPOCH 5 - PROGRESS: at 95.89% examples, 696454 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:46:54,144 : INFO : EPOCH 5 - PROGRESS: at 96.20% examples, 696294 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:55,156 : INFO : EPOCH 5 - PROGRESS: at 96.53% examples, 696165 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:56,162 : INFO : EPOCH 5 - PROGRESS: at 96.88% examples, 696019 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:57,165 : INFO : EPOCH 5 - PROGRESS: at 97.20% examples, 695883 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:58,169 : INFO : EPOCH 5 - PROGRESS: at 97.52% examples, 695766 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:46:59,183 : INFO : EPOCH 5 - PROGRESS: at 97.85% examples, 695645 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:00,184 : INFO : EPOCH 5 - PROGRESS: at 98.16% examples, 695479 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:01,186 : INFO : EPOCH 5 - PROGRESS: at 98.47% examples, 695359 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:47:02,191 : INFO : EPOCH 5 - PROGRESS: at 98.83% examples, 695218 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:47:03,218 : INFO : EPOCH 5 - PROGRESS: at 99.14% examples, 695092 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:04,225 : INFO : EPOCH 5 - PROGRESS: at 99.46% examples, 694986 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:05,229 : INFO : EPOCH 5 - PROGRESS: at 99.78% examples, 694852 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:47:05,857 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 14:47:05,865 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 14:47:05,872 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 14:47:05,881 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 14:47:05,882 : INFO : EPOCH - 5 : training on 268191231 raw words (208342400 effective words) took 299.9s, 694794 effective words/s
2020-07-24 14:47:06,891 : INFO : EPOCH 6 - PROGRESS: at 0.33% examples, 635198 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:07,892 : INFO : EPOCH 6 - PROGRESS: at 0.65% examples, 652098 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:08,897 : INFO : EPOCH 6 - PROGRESS: at 0.96% examples, 655596 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:09,912 : INFO : EPOCH 6 - PROGRESS: at 1.30% examples, 654592 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:10,930 : INFO : EPOCH 6 - PROGRESS: at 1.63% examples, 654858 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:11,946 : INFO : EPOCH 6 - PROGRESS: at 1.95% examples, 657666 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:12,958 : INFO : EPOCH 6 - PROGRESS: at 2.27% examples, 657698 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:13,976 : INFO : EPOCH 6 - PROGRESS: at 2.58% examples, 659075 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:14,983 : INFO : EPOCH 6 - PROGRESS: at 2.89% examples, 658226 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:15,983 : INFO : EPOCH 6 - PROGRESS: at 3.22% examples, 658964 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:16,991 : INFO : EPOCH 6 - PROGRESS: at 3.51% examples, 659235 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:47:17,993 : INFO : EPOCH 6 - PROGRESS: at 3.84% examples, 659144 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:18,994 : INFO : EPOCH 6 - PROGRESS: at 4.15% examples, 658783 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:20,007 : INFO : EPOCH 6 - PROGRESS: at 4.46% examples, 658255 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:21,013 : INFO : EPOCH 6 - PROGRESS: at 4.79% examples, 658805 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:22,022 : INFO : EPOCH 6 - PROGRESS: at 5.13% examples, 658293 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:23,026 : INFO : EPOCH 6 - PROGRESS: at 5.48% examples, 657907 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:24,028 : INFO : EPOCH 6 - PROGRESS: at 5.79% examples, 658242 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:25,031 : INFO : EPOCH 6 - PROGRESS: at 6.08% examples, 658890 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:47:26,036 : INFO : EPOCH 6 - PROGRESS: at 6.39% examples, 659928 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:27,039 : INFO : EPOCH 6 - PROGRESS: at 6.70% examples, 659685 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:28,041 : INFO : EPOCH 6 - PROGRESS: at 7.03% examples, 659591 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:47:29,050 : INFO : EPOCH 6 - PROGRESS: at 7.36% examples, 660000 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:30,061 : INFO : EPOCH 6 - PROGRESS: at 7.67% examples, 660278 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:31,064 : INFO : EPOCH 6 - PROGRESS: at 8.00% examples, 659996 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:32,071 : INFO : EPOCH 6 - PROGRESS: at 8.31% examples, 660399 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:33,073 : INFO : EPOCH 6 - PROGRESS: at 8.61% examples, 660549 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:34,078 : INFO : EPOCH 6 - PROGRESS: at 8.94% examples, 660487 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:35,080 : INFO : EPOCH 6 - PROGRESS: at 9.25% examples, 660798 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:36,100 : INFO : EPOCH 6 - PROGRESS: at 9.55% examples, 660595 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:37,107 : INFO : EPOCH 6 - PROGRESS: at 9.88% examples, 660727 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:38,107 : INFO : EPOCH 6 - PROGRESS: at 10.22% examples, 660870 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:39,121 : INFO : EPOCH 6 - PROGRESS: at 10.54% examples, 660351 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:40,126 : INFO : EPOCH 6 - PROGRESS: at 10.84% examples, 659946 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:41,132 : INFO : EPOCH 6 - PROGRESS: at 11.17% examples, 659492 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:42,137 : INFO : EPOCH 6 - PROGRESS: at 11.47% examples, 658812 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:43,162 : INFO : EPOCH 6 - PROGRESS: at 11.77% examples, 657901 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:44,178 : INFO : EPOCH 6 - PROGRESS: at 12.09% examples, 656917 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:45,183 : INFO : EPOCH 6 - PROGRESS: at 12.37% examples, 654794 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:46,184 : INFO : EPOCH 6 - PROGRESS: at 12.72% examples, 656145 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:47,192 : INFO : EPOCH 6 - PROGRESS: at 13.07% examples, 658029 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:48,197 : INFO : EPOCH 6 - PROGRESS: at 13.42% examples, 659814 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:49,209 : INFO : EPOCH 6 - PROGRESS: at 13.78% examples, 661418 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:50,211 : INFO : EPOCH 6 - PROGRESS: at 14.13% examples, 662973 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:51,214 : INFO : EPOCH 6 - PROGRESS: at 14.48% examples, 664383 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:47:52,223 : INFO : EPOCH 6 - PROGRESS: at 14.83% examples, 666027 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:53,224 : INFO : EPOCH 6 - PROGRESS: at 15.18% examples, 667389 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:54,238 : INFO : EPOCH 6 - PROGRESS: at 15.54% examples, 668624 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:55,239 : INFO : EPOCH 6 - PROGRESS: at 15.89% examples, 669709 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:56,243 : INFO : EPOCH 6 - PROGRESS: at 16.27% examples, 670969 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:57,256 : INFO : EPOCH 6 - PROGRESS: at 16.62% examples, 671874 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:58,272 : INFO : EPOCH 6 - PROGRESS: at 16.99% examples, 672837 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:47:59,281 : INFO : EPOCH 6 - PROGRESS: at 17.35% examples, 673985 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:00,285 : INFO : EPOCH 6 - PROGRESS: at 17.71% examples, 674740 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:01,293 : INFO : EPOCH 6 - PROGRESS: at 18.07% examples, 675856 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:02,301 : INFO : EPOCH 6 - PROGRESS: at 18.39% examples, 676958 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:03,308 : INFO : EPOCH 6 - PROGRESS: at 18.73% examples, 677959 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:04,325 : INFO : EPOCH 6 - PROGRESS: at 19.07% examples, 678804 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:05,328 : INFO : EPOCH 6 - PROGRESS: at 19.41% examples, 679928 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:06,328 : INFO : EPOCH 6 - PROGRESS: at 19.75% examples, 680658 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:07,338 : INFO : EPOCH 6 - PROGRESS: at 20.11% examples, 681397 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:08,358 : INFO : EPOCH 6 - PROGRESS: at 20.48% examples, 682247 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:48:09,363 : INFO : EPOCH 6 - PROGRESS: at 20.84% examples, 682898 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:10,369 : INFO : EPOCH 6 - PROGRESS: at 21.18% examples, 683695 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:11,380 : INFO : EPOCH 6 - PROGRESS: at 21.54% examples, 684303 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:48:12,390 : INFO : EPOCH 6 - PROGRESS: at 21.87% examples, 685074 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:13,399 : INFO : EPOCH 6 - PROGRESS: at 22.23% examples, 685573 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:14,407 : INFO : EPOCH 6 - PROGRESS: at 22.57% examples, 686252 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:15,408 : INFO : EPOCH 6 - PROGRESS: at 22.94% examples, 686983 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:16,410 : INFO : EPOCH 6 - PROGRESS: at 23.28% examples, 687695 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:48:17,417 : INFO : EPOCH 6 - PROGRESS: at 23.64% examples, 688238 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:18,420 : INFO : EPOCH 6 - PROGRESS: at 24.00% examples, 688983 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:19,425 : INFO : EPOCH 6 - PROGRESS: at 24.38% examples, 689365 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:20,433 : INFO : EPOCH 6 - PROGRESS: at 24.74% examples, 689760 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:21,434 : INFO : EPOCH 6 - PROGRESS: at 25.07% examples, 690339 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:22,440 : INFO : EPOCH 6 - PROGRESS: at 25.44% examples, 690827 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:23,447 : INFO : EPOCH 6 - PROGRESS: at 25.81% examples, 691357 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:24,447 : INFO : EPOCH 6 - PROGRESS: at 26.13% examples, 691777 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:25,452 : INFO : EPOCH 6 - PROGRESS: at 26.48% examples, 692449 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:26,458 : INFO : EPOCH 6 - PROGRESS: at 26.82% examples, 692915 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:27,459 : INFO : EPOCH 6 - PROGRESS: at 27.18% examples, 693487 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:28,459 : INFO : EPOCH 6 - PROGRESS: at 27.53% examples, 693831 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:29,460 : INFO : EPOCH 6 - PROGRESS: at 27.89% examples, 694176 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:30,461 : INFO : EPOCH 6 - PROGRESS: at 28.23% examples, 694622 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:31,466 : INFO : EPOCH 6 - PROGRESS: at 28.59% examples, 694953 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:32,467 : INFO : EPOCH 6 - PROGRESS: at 28.95% examples, 695495 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:48:33,485 : INFO : EPOCH 6 - PROGRESS: at 29.29% examples, 695733 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:34,489 : INFO : EPOCH 6 - PROGRESS: at 29.67% examples, 696127 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:35,502 : INFO : EPOCH 6 - PROGRESS: at 30.03% examples, 696526 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:36,505 : INFO : EPOCH 6 - PROGRESS: at 30.40% examples, 696932 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:37,508 : INFO : EPOCH 6 - PROGRESS: at 30.76% examples, 697160 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:48:38,533 : INFO : EPOCH 6 - PROGRESS: at 31.11% examples, 697511 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:39,536 : INFO : EPOCH 6 - PROGRESS: at 31.48% examples, 697908 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:40,548 : INFO : EPOCH 6 - PROGRESS: at 31.83% examples, 698109 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:41,552 : INFO : EPOCH 6 - PROGRESS: at 32.17% examples, 698484 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:42,557 : INFO : EPOCH 6 - PROGRESS: at 32.53% examples, 698788 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:43,568 : INFO : EPOCH 6 - PROGRESS: at 32.89% examples, 698959 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:48:44,583 : INFO : EPOCH 6 - PROGRESS: at 33.25% examples, 699384 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:45,586 : INFO : EPOCH 6 - PROGRESS: at 33.60% examples, 699780 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:46,587 : INFO : EPOCH 6 - PROGRESS: at 33.98% examples, 699999 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:47,598 : INFO : EPOCH 6 - PROGRESS: at 34.36% examples, 700326 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:48,609 : INFO : EPOCH 6 - PROGRESS: at 34.69% examples, 700520 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:48:49,610 : INFO : EPOCH 6 - PROGRESS: at 35.03% examples, 700867 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:50,628 : INFO : EPOCH 6 - PROGRESS: at 35.40% examples, 701161 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:51,639 : INFO : EPOCH 6 - PROGRESS: at 35.77% examples, 701416 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:52,646 : INFO : EPOCH 6 - PROGRESS: at 36.11% examples, 701743 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:53,653 : INFO : EPOCH 6 - PROGRESS: at 36.47% examples, 702049 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:54,664 : INFO : EPOCH 6 - PROGRESS: at 36.81% examples, 702232 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:55,669 : INFO : EPOCH 6 - PROGRESS: at 37.17% examples, 702418 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:56,680 : INFO : EPOCH 6 - PROGRESS: at 37.53% examples, 702608 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:57,683 : INFO : EPOCH 6 - PROGRESS: at 37.88% examples, 702896 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:58,690 : INFO : EPOCH 6 - PROGRESS: at 38.25% examples, 703088 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:48:59,694 : INFO : EPOCH 6 - PROGRESS: at 38.60% examples, 703204 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:00,696 : INFO : EPOCH 6 - PROGRESS: at 38.94% examples, 703392 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:01,697 : INFO : EPOCH 6 - PROGRESS: at 39.29% examples, 703641 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:02,700 : INFO : EPOCH 6 - PROGRESS: at 39.63% examples, 703773 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:03,715 : INFO : EPOCH 6 - PROGRESS: at 39.98% examples, 704003 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:04,718 : INFO : EPOCH 6 - PROGRESS: at 40.36% examples, 704160 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:49:05,719 : INFO : EPOCH 6 - PROGRESS: at 40.70% examples, 704418 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:06,720 : INFO : EPOCH 6 - PROGRESS: at 41.03% examples, 704700 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:07,730 : INFO : EPOCH 6 - PROGRESS: at 41.34% examples, 704965 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:08,734 : INFO : EPOCH 6 - PROGRESS: at 41.70% examples, 705136 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:09,735 : INFO : EPOCH 6 - PROGRESS: at 42.04% examples, 705348 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:49:10,742 : INFO : EPOCH 6 - PROGRESS: at 42.37% examples, 705507 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:11,747 : INFO : EPOCH 6 - PROGRESS: at 42.74% examples, 705668 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:12,749 : INFO : EPOCH 6 - PROGRESS: at 43.10% examples, 705873 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:13,759 : INFO : EPOCH 6 - PROGRESS: at 43.46% examples, 706034 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:14,762 : INFO : EPOCH 6 - PROGRESS: at 43.83% examples, 706264 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:15,769 : INFO : EPOCH 6 - PROGRESS: at 44.20% examples, 706419 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:16,778 : INFO : EPOCH 6 - PROGRESS: at 44.59% examples, 706525 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:17,784 : INFO : EPOCH 6 - PROGRESS: at 44.98% examples, 706720 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:18,794 : INFO : EPOCH 6 - PROGRESS: at 45.33% examples, 706809 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:19,796 : INFO : EPOCH 6 - PROGRESS: at 45.71% examples, 707003 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:20,803 : INFO : EPOCH 6 - PROGRESS: at 46.05% examples, 707144 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:21,804 : INFO : EPOCH 6 - PROGRESS: at 46.40% examples, 707253 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:22,815 : INFO : EPOCH 6 - PROGRESS: at 46.76% examples, 707521 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:23,819 : INFO : EPOCH 6 - PROGRESS: at 47.13% examples, 707663 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:24,834 : INFO : EPOCH 6 - PROGRESS: at 47.46% examples, 707894 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:25,837 : INFO : EPOCH 6 - PROGRESS: at 47.81% examples, 708118 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:26,848 : INFO : EPOCH 6 - PROGRESS: at 48.19% examples, 708296 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:27,868 : INFO : EPOCH 6 - PROGRESS: at 48.53% examples, 708348 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:28,869 : INFO : EPOCH 6 - PROGRESS: at 48.86% examples, 708547 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:29,895 : INFO : EPOCH 6 - PROGRESS: at 49.21% examples, 708681 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:30,899 : INFO : EPOCH 6 - PROGRESS: at 49.58% examples, 708786 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:31,904 : INFO : EPOCH 6 - PROGRESS: at 49.90% examples, 708985 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:32,910 : INFO : EPOCH 6 - PROGRESS: at 50.30% examples, 709120 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:33,910 : INFO : EPOCH 6 - PROGRESS: at 50.61% examples, 709333 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:34,911 : INFO : EPOCH 6 - PROGRESS: at 50.98% examples, 709397 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:35,916 : INFO : EPOCH 6 - PROGRESS: at 51.32% examples, 709602 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:36,916 : INFO : EPOCH 6 - PROGRESS: at 51.65% examples, 709772 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:37,923 : INFO : EPOCH 6 - PROGRESS: at 52.02% examples, 709911 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:38,939 : INFO : EPOCH 6 - PROGRESS: at 52.40% examples, 710025 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:39,939 : INFO : EPOCH 6 - PROGRESS: at 52.76% examples, 710173 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:49:40,940 : INFO : EPOCH 6 - PROGRESS: at 53.12% examples, 710315 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:41,950 : INFO : EPOCH 6 - PROGRESS: at 53.48% examples, 710450 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:42,968 : INFO : EPOCH 6 - PROGRESS: at 53.84% examples, 710521 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:43,984 : INFO : EPOCH 6 - PROGRESS: at 54.17% examples, 710679 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:44,991 : INFO : EPOCH 6 - PROGRESS: at 54.50% examples, 710829 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:45,999 : INFO : EPOCH 6 - PROGRESS: at 54.85% examples, 710899 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:47,007 : INFO : EPOCH 6 - PROGRESS: at 55.18% examples, 711010 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:48,010 : INFO : EPOCH 6 - PROGRESS: at 55.53% examples, 711135 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:49,022 : INFO : EPOCH 6 - PROGRESS: at 55.89% examples, 711252 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:50,033 : INFO : EPOCH 6 - PROGRESS: at 56.27% examples, 711315 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:51,040 : INFO : EPOCH 6 - PROGRESS: at 56.59% examples, 711541 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:52,048 : INFO : EPOCH 6 - PROGRESS: at 56.95% examples, 711565 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:49:53,056 : INFO : EPOCH 6 - PROGRESS: at 57.30% examples, 711671 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:54,060 : INFO : EPOCH 6 - PROGRESS: at 57.66% examples, 711812 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:55,064 : INFO : EPOCH 6 - PROGRESS: at 58.01% examples, 711941 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:56,070 : INFO : EPOCH 6 - PROGRESS: at 58.36% examples, 712007 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:57,073 : INFO : EPOCH 6 - PROGRESS: at 58.70% examples, 712238 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:58,083 : INFO : EPOCH 6 - PROGRESS: at 59.06% examples, 712315 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:49:59,095 : INFO : EPOCH 6 - PROGRESS: at 59.42% examples, 712427 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:00,113 : INFO : EPOCH 6 - PROGRESS: at 59.74% examples, 712455 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:01,130 : INFO : EPOCH 6 - PROGRESS: at 60.10% examples, 712566 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:02,139 : INFO : EPOCH 6 - PROGRESS: at 60.44% examples, 712659 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:03,143 : INFO : EPOCH 6 - PROGRESS: at 60.81% examples, 712725 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:04,147 : INFO : EPOCH 6 - PROGRESS: at 61.17% examples, 712797 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:50:05,149 : INFO : EPOCH 6 - PROGRESS: at 61.53% examples, 712926 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:06,157 : INFO : EPOCH 6 - PROGRESS: at 61.87% examples, 712943 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:50:07,159 : INFO : EPOCH 6 - PROGRESS: at 62.20% examples, 713067 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:50:08,166 : INFO : EPOCH 6 - PROGRESS: at 62.56% examples, 713165 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:09,176 : INFO : EPOCH 6 - PROGRESS: at 62.89% examples, 713265 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:10,190 : INFO : EPOCH 6 - PROGRESS: at 63.26% examples, 713302 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:11,195 : INFO : EPOCH 6 - PROGRESS: at 63.62% examples, 713338 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:12,197 : INFO : EPOCH 6 - PROGRESS: at 63.97% examples, 713421 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:13,208 : INFO : EPOCH 6 - PROGRESS: at 64.31% examples, 713471 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:14,220 : INFO : EPOCH 6 - PROGRESS: at 64.65% examples, 713590 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:15,224 : INFO : EPOCH 6 - PROGRESS: at 65.02% examples, 713670 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:16,232 : INFO : EPOCH 6 - PROGRESS: at 65.36% examples, 713778 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:17,254 : INFO : EPOCH 6 - PROGRESS: at 65.70% examples, 713847 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:50:18,261 : INFO : EPOCH 6 - PROGRESS: at 66.06% examples, 713933 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:19,275 : INFO : EPOCH 6 - PROGRESS: at 66.41% examples, 714009 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:20,278 : INFO : EPOCH 6 - PROGRESS: at 66.76% examples, 713989 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:21,286 : INFO : EPOCH 6 - PROGRESS: at 67.09% examples, 713935 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:22,299 : INFO : EPOCH 6 - PROGRESS: at 67.42% examples, 713814 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:23,302 : INFO : EPOCH 6 - PROGRESS: at 67.70% examples, 713602 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:24,307 : INFO : EPOCH 6 - PROGRESS: at 67.98% examples, 712970 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:25,312 : INFO : EPOCH 6 - PROGRESS: at 68.34% examples, 712796 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:26,332 : INFO : EPOCH 6 - PROGRESS: at 68.68% examples, 712854 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:27,344 : INFO : EPOCH 6 - PROGRESS: at 69.02% examples, 712973 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:28,349 : INFO : EPOCH 6 - PROGRESS: at 69.40% examples, 713029 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:29,356 : INFO : EPOCH 6 - PROGRESS: at 69.75% examples, 713038 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:50:30,366 : INFO : EPOCH 6 - PROGRESS: at 70.10% examples, 713198 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:31,366 : INFO : EPOCH 6 - PROGRESS: at 70.48% examples, 713299 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:32,371 : INFO : EPOCH 6 - PROGRESS: at 70.83% examples, 713330 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:33,387 : INFO : EPOCH 6 - PROGRESS: at 71.21% examples, 713384 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:34,398 : INFO : EPOCH 6 - PROGRESS: at 71.53% examples, 713465 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:35,405 : INFO : EPOCH 6 - PROGRESS: at 71.87% examples, 713568 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:36,407 : INFO : EPOCH 6 - PROGRESS: at 72.21% examples, 713672 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:37,415 : INFO : EPOCH 6 - PROGRESS: at 72.56% examples, 713673 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:38,424 : INFO : EPOCH 6 - PROGRESS: at 72.90% examples, 713760 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:39,433 : INFO : EPOCH 6 - PROGRESS: at 73.25% examples, 713857 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:40,437 : INFO : EPOCH 6 - PROGRESS: at 73.63% examples, 713908 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:41,446 : INFO : EPOCH 6 - PROGRESS: at 74.02% examples, 713920 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:42,448 : INFO : EPOCH 6 - PROGRESS: at 74.38% examples, 713979 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:43,457 : INFO : EPOCH 6 - PROGRESS: at 74.70% examples, 714045 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:44,465 : INFO : EPOCH 6 - PROGRESS: at 75.06% examples, 714129 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:45,467 : INFO : EPOCH 6 - PROGRESS: at 75.42% examples, 714155 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:46,479 : INFO : EPOCH 6 - PROGRESS: at 75.75% examples, 714292 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:47,483 : INFO : EPOCH 6 - PROGRESS: at 76.08% examples, 714397 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:48,483 : INFO : EPOCH 6 - PROGRESS: at 76.42% examples, 714503 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:49,486 : INFO : EPOCH 6 - PROGRESS: at 76.76% examples, 714625 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:50,497 : INFO : EPOCH 6 - PROGRESS: at 77.10% examples, 714647 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:51,516 : INFO : EPOCH 6 - PROGRESS: at 77.44% examples, 714697 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:52,532 : INFO : EPOCH 6 - PROGRESS: at 77.80% examples, 714771 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:53,539 : INFO : EPOCH 6 - PROGRESS: at 78.16% examples, 714812 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:54,540 : INFO : EPOCH 6 - PROGRESS: at 78.51% examples, 714905 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:55,544 : INFO : EPOCH 6 - PROGRESS: at 78.89% examples, 714943 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:56,548 : INFO : EPOCH 6 - PROGRESS: at 79.23% examples, 714955 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:57,567 : INFO : EPOCH 6 - PROGRESS: at 79.59% examples, 715008 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:58,581 : INFO : EPOCH 6 - PROGRESS: at 79.90% examples, 715071 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:50:59,583 : INFO : EPOCH 6 - PROGRESS: at 80.26% examples, 715173 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:00,588 : INFO : EPOCH 6 - PROGRESS: at 80.61% examples, 715217 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:01,588 : INFO : EPOCH 6 - PROGRESS: at 80.96% examples, 715316 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:02,589 : INFO : EPOCH 6 - PROGRESS: at 81.31% examples, 715329 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:03,612 : INFO : EPOCH 6 - PROGRESS: at 81.68% examples, 715396 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:04,625 : INFO : EPOCH 6 - PROGRESS: at 82.06% examples, 715422 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:05,629 : INFO : EPOCH 6 - PROGRESS: at 82.43% examples, 715492 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:06,631 : INFO : EPOCH 6 - PROGRESS: at 82.78% examples, 715550 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:07,633 : INFO : EPOCH 6 - PROGRESS: at 83.14% examples, 715612 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:08,634 : INFO : EPOCH 6 - PROGRESS: at 83.47% examples, 715668 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:09,658 : INFO : EPOCH 6 - PROGRESS: at 83.83% examples, 715688 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:10,667 : INFO : EPOCH 6 - PROGRESS: at 84.19% examples, 715767 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:11,669 : INFO : EPOCH 6 - PROGRESS: at 84.52% examples, 715851 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:51:12,679 : INFO : EPOCH 6 - PROGRESS: at 84.88% examples, 715890 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:13,681 : INFO : EPOCH 6 - PROGRESS: at 85.22% examples, 715959 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:14,681 : INFO : EPOCH 6 - PROGRESS: at 85.56% examples, 716008 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:15,686 : INFO : EPOCH 6 - PROGRESS: at 85.92% examples, 716071 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:51:16,686 : INFO : EPOCH 6 - PROGRESS: at 86.23% examples, 716203 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:17,694 : INFO : EPOCH 6 - PROGRESS: at 86.57% examples, 716245 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:18,697 : INFO : EPOCH 6 - PROGRESS: at 86.90% examples, 716341 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:19,700 : INFO : EPOCH 6 - PROGRESS: at 87.28% examples, 716358 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:20,704 : INFO : EPOCH 6 - PROGRESS: at 87.67% examples, 716431 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:21,709 : INFO : EPOCH 6 - PROGRESS: at 88.02% examples, 716434 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:22,713 : INFO : EPOCH 6 - PROGRESS: at 88.36% examples, 716487 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:23,731 : INFO : EPOCH 6 - PROGRESS: at 88.67% examples, 716561 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:24,739 : INFO : EPOCH 6 - PROGRESS: at 89.02% examples, 716629 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:25,750 : INFO : EPOCH 6 - PROGRESS: at 89.36% examples, 716677 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:26,762 : INFO : EPOCH 6 - PROGRESS: at 89.70% examples, 716703 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:27,780 : INFO : EPOCH 6 - PROGRESS: at 90.07% examples, 716752 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:28,781 : INFO : EPOCH 6 - PROGRESS: at 90.44% examples, 716788 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:29,782 : INFO : EPOCH 6 - PROGRESS: at 90.77% examples, 716818 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:30,787 : INFO : EPOCH 6 - PROGRESS: at 91.15% examples, 716889 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:31,800 : INFO : EPOCH 6 - PROGRESS: at 91.49% examples, 716911 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:32,802 : INFO : EPOCH 6 - PROGRESS: at 91.83% examples, 716980 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:33,802 : INFO : EPOCH 6 - PROGRESS: at 92.17% examples, 716992 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:34,809 : INFO : EPOCH 6 - PROGRESS: at 92.52% examples, 717066 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:35,810 : INFO : EPOCH 6 - PROGRESS: at 92.89% examples, 717097 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:36,830 : INFO : EPOCH 6 - PROGRESS: at 93.23% examples, 717158 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:37,839 : INFO : EPOCH 6 - PROGRESS: at 93.57% examples, 717203 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:38,839 : INFO : EPOCH 6 - PROGRESS: at 93.91% examples, 717280 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:51:39,853 : INFO : EPOCH 6 - PROGRESS: at 94.24% examples, 717299 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:40,868 : INFO : EPOCH 6 - PROGRESS: at 94.59% examples, 717360 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:41,871 : INFO : EPOCH 6 - PROGRESS: at 94.99% examples, 717382 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:42,876 : INFO : EPOCH 6 - PROGRESS: at 95.34% examples, 717430 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:43,878 : INFO : EPOCH 6 - PROGRESS: at 95.68% examples, 717500 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:44,885 : INFO : EPOCH 6 - PROGRESS: at 95.99% examples, 717554 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:45,886 : INFO : EPOCH 6 - PROGRESS: at 96.34% examples, 717605 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:46,898 : INFO : EPOCH 6 - PROGRESS: at 96.73% examples, 717626 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:47,914 : INFO : EPOCH 6 - PROGRESS: at 97.09% examples, 717650 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:48,920 : INFO : EPOCH 6 - PROGRESS: at 97.46% examples, 717726 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:49,926 : INFO : EPOCH 6 - PROGRESS: at 97.82% examples, 717762 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:50,927 : INFO : EPOCH 6 - PROGRESS: at 98.17% examples, 717803 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:51,928 : INFO : EPOCH 6 - PROGRESS: at 98.51% examples, 717828 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:52,930 : INFO : EPOCH 6 - PROGRESS: at 98.91% examples, 717832 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:53,950 : INFO : EPOCH 6 - PROGRESS: at 99.24% examples, 717867 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:54,955 : INFO : EPOCH 6 - PROGRESS: at 99.60% examples, 717890 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:55,973 : INFO : EPOCH 6 - PROGRESS: at 99.95% examples, 717888 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:56,064 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 14:51:56,069 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 14:51:56,074 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 14:51:56,087 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 14:51:56,088 : INFO : EPOCH - 6 : training on 268191231 raw words (208340947 effective words) took 290.2s, 717920 effective words/s
2020-07-24 14:51:57,105 : INFO : EPOCH 7 - PROGRESS: at 0.36% examples, 696806 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:51:58,114 : INFO : EPOCH 7 - PROGRESS: at 0.71% examples, 715814 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:51:59,133 : INFO : EPOCH 7 - PROGRESS: at 1.07% examples, 718861 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:00,136 : INFO : EPOCH 7 - PROGRESS: at 1.44% examples, 718039 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:01,146 : INFO : EPOCH 7 - PROGRESS: at 1.79% examples, 722468 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:02,164 : INFO : EPOCH 7 - PROGRESS: at 2.13% examples, 722769 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:03,172 : INFO : EPOCH 7 - PROGRESS: at 2.48% examples, 725234 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:04,175 : INFO : EPOCH 7 - PROGRESS: at 2.84% examples, 725414 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:05,183 : INFO : EPOCH 7 - PROGRESS: at 3.20% examples, 725452 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:52:06,185 : INFO : EPOCH 7 - PROGRESS: at 3.53% examples, 727539 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:07,193 : INFO : EPOCH 7 - PROGRESS: at 3.88% examples, 726754 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:08,202 : INFO : EPOCH 7 - PROGRESS: at 4.23% examples, 727043 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:09,208 : INFO : EPOCH 7 - PROGRESS: at 4.59% examples, 726211 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:10,215 : INFO : EPOCH 7 - PROGRESS: at 4.95% examples, 726211 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:11,216 : INFO : EPOCH 7 - PROGRESS: at 5.32% examples, 725925 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:12,223 : INFO : EPOCH 7 - PROGRESS: at 5.69% examples, 726126 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:13,228 : INFO : EPOCH 7 - PROGRESS: at 6.02% examples, 726459 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:14,233 : INFO : EPOCH 7 - PROGRESS: at 6.35% examples, 727840 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:15,245 : INFO : EPOCH 7 - PROGRESS: at 6.69% examples, 727222 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:16,246 : INFO : EPOCH 7 - PROGRESS: at 7.05% examples, 727906 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:17,250 : INFO : EPOCH 7 - PROGRESS: at 7.42% examples, 727944 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:18,255 : INFO : EPOCH 7 - PROGRESS: at 7.76% examples, 727985 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:19,258 : INFO : EPOCH 7 - PROGRESS: at 8.12% examples, 727706 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:20,274 : INFO : EPOCH 7 - PROGRESS: at 8.46% examples, 728214 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:21,277 : INFO : EPOCH 7 - PROGRESS: at 8.81% examples, 728254 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:22,278 : INFO : EPOCH 7 - PROGRESS: at 9.16% examples, 728387 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:23,285 : INFO : EPOCH 7 - PROGRESS: at 9.48% examples, 728974 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:24,316 : INFO : EPOCH 7 - PROGRESS: at 9.85% examples, 728598 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:52:25,339 : INFO : EPOCH 7 - PROGRESS: at 10.23% examples, 728668 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:26,351 : INFO : EPOCH 7 - PROGRESS: at 10.59% examples, 728668 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:27,367 : INFO : EPOCH 7 - PROGRESS: at 10.94% examples, 728629 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:28,384 : INFO : EPOCH 7 - PROGRESS: at 11.29% examples, 728828 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:29,390 : INFO : EPOCH 7 - PROGRESS: at 11.66% examples, 728937 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:30,401 : INFO : EPOCH 7 - PROGRESS: at 12.02% examples, 728874 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:31,414 : INFO : EPOCH 7 - PROGRESS: at 12.37% examples, 728719 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:32,419 : INFO : EPOCH 7 - PROGRESS: at 12.73% examples, 728873 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:33,426 : INFO : EPOCH 7 - PROGRESS: at 13.09% examples, 728867 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:34,437 : INFO : EPOCH 7 - PROGRESS: at 13.43% examples, 728801 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:35,446 : INFO : EPOCH 7 - PROGRESS: at 13.79% examples, 728824 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:36,447 : INFO : EPOCH 7 - PROGRESS: at 14.15% examples, 728970 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:37,450 : INFO : EPOCH 7 - PROGRESS: at 14.49% examples, 728825 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:38,456 : INFO : EPOCH 7 - PROGRESS: at 14.85% examples, 729174 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:39,459 : INFO : EPOCH 7 - PROGRESS: at 15.20% examples, 729032 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:40,460 : INFO : EPOCH 7 - PROGRESS: at 15.54% examples, 729043 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:41,462 : INFO : EPOCH 7 - PROGRESS: at 15.90% examples, 728934 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:42,480 : INFO : EPOCH 7 - PROGRESS: at 16.28% examples, 728711 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:43,489 : INFO : EPOCH 7 - PROGRESS: at 16.64% examples, 728831 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:44,505 : INFO : EPOCH 7 - PROGRESS: at 17.00% examples, 728782 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:45,505 : INFO : EPOCH 7 - PROGRESS: at 17.37% examples, 728914 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:46,513 : INFO : EPOCH 7 - PROGRESS: at 17.73% examples, 728958 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:47,526 : INFO : EPOCH 7 - PROGRESS: at 18.08% examples, 728802 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:48,529 : INFO : EPOCH 7 - PROGRESS: at 18.40% examples, 728990 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:49,548 : INFO : EPOCH 7 - PROGRESS: at 18.75% examples, 729065 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:50,562 : INFO : EPOCH 7 - PROGRESS: at 19.10% examples, 729180 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:51,574 : INFO : EPOCH 7 - PROGRESS: at 19.43% examples, 729506 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:52,581 : INFO : EPOCH 7 - PROGRESS: at 19.78% examples, 729544 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:53,585 : INFO : EPOCH 7 - PROGRESS: at 20.14% examples, 729394 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:54,585 : INFO : EPOCH 7 - PROGRESS: at 20.49% examples, 729412 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:55,596 : INFO : EPOCH 7 - PROGRESS: at 20.86% examples, 729256 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:56,597 : INFO : EPOCH 7 - PROGRESS: at 21.20% examples, 729260 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:57,603 : INFO : EPOCH 7 - PROGRESS: at 21.55% examples, 729331 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:58,609 : INFO : EPOCH 7 - PROGRESS: at 21.88% examples, 729263 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:52:59,613 : INFO : EPOCH 7 - PROGRESS: at 22.24% examples, 728823 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:00,617 : INFO : EPOCH 7 - PROGRESS: at 22.57% examples, 728376 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:01,631 : INFO : EPOCH 7 - PROGRESS: at 22.90% examples, 727810 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:02,634 : INFO : EPOCH 7 - PROGRESS: at 23.24% examples, 727476 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:03,655 : INFO : EPOCH 7 - PROGRESS: at 23.56% examples, 726079 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:04,661 : INFO : EPOCH 7 - PROGRESS: at 23.85% examples, 724464 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:05,680 : INFO : EPOCH 7 - PROGRESS: at 24.23% examples, 724590 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:06,696 : INFO : EPOCH 7 - PROGRESS: at 24.60% examples, 724696 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:07,698 : INFO : EPOCH 7 - PROGRESS: at 24.95% examples, 724775 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:08,704 : INFO : EPOCH 7 - PROGRESS: at 25.31% examples, 724791 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:09,707 : INFO : EPOCH 7 - PROGRESS: at 25.68% examples, 724824 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:10,710 : INFO : EPOCH 7 - PROGRESS: at 26.02% examples, 724883 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:11,721 : INFO : EPOCH 7 - PROGRESS: at 26.34% examples, 725117 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:53:12,734 : INFO : EPOCH 7 - PROGRESS: at 26.71% examples, 725133 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:13,738 : INFO : EPOCH 7 - PROGRESS: at 27.06% examples, 725256 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:14,749 : INFO : EPOCH 7 - PROGRESS: at 27.41% examples, 725139 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:15,757 : INFO : EPOCH 7 - PROGRESS: at 27.76% examples, 725167 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:16,762 : INFO : EPOCH 7 - PROGRESS: at 28.13% examples, 725271 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:17,763 : INFO : EPOCH 7 - PROGRESS: at 28.48% examples, 725368 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:18,764 : INFO : EPOCH 7 - PROGRESS: at 28.84% examples, 725450 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:19,773 : INFO : EPOCH 7 - PROGRESS: at 29.18% examples, 725466 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:20,779 : INFO : EPOCH 7 - PROGRESS: at 29.53% examples, 725593 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:21,780 : INFO : EPOCH 7 - PROGRESS: at 29.90% examples, 725639 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:22,791 : INFO : EPOCH 7 - PROGRESS: at 30.27% examples, 725530 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:23,793 : INFO : EPOCH 7 - PROGRESS: at 30.64% examples, 725641 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:24,797 : INFO : EPOCH 7 - PROGRESS: at 30.99% examples, 725690 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:25,798 : INFO : EPOCH 7 - PROGRESS: at 31.34% examples, 725830 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:26,803 : INFO : EPOCH 7 - PROGRESS: at 31.70% examples, 725735 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:27,817 : INFO : EPOCH 7 - PROGRESS: at 32.06% examples, 725755 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:28,819 : INFO : EPOCH 7 - PROGRESS: at 32.38% examples, 725836 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:29,823 : INFO : EPOCH 7 - PROGRESS: at 32.75% examples, 725775 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:30,823 : INFO : EPOCH 7 - PROGRESS: at 33.13% examples, 725730 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:31,830 : INFO : EPOCH 7 - PROGRESS: at 33.48% examples, 725901 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:32,837 : INFO : EPOCH 7 - PROGRESS: at 33.84% examples, 725865 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:33,845 : INFO : EPOCH 7 - PROGRESS: at 34.21% examples, 725772 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:34,845 : INFO : EPOCH 7 - PROGRESS: at 34.57% examples, 725729 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:35,855 : INFO : EPOCH 7 - PROGRESS: at 34.90% examples, 725799 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:36,861 : INFO : EPOCH 7 - PROGRESS: at 35.24% examples, 725828 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:37,878 : INFO : EPOCH 7 - PROGRESS: at 35.61% examples, 725828 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:38,894 : INFO : EPOCH 7 - PROGRESS: at 35.97% examples, 725838 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:39,895 : INFO : EPOCH 7 - PROGRESS: at 36.32% examples, 725930 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:40,897 : INFO : EPOCH 7 - PROGRESS: at 36.66% examples, 726003 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:53:41,916 : INFO : EPOCH 7 - PROGRESS: at 37.05% examples, 726007 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:42,919 : INFO : EPOCH 7 - PROGRESS: at 37.39% examples, 726005 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:43,921 : INFO : EPOCH 7 - PROGRESS: at 37.75% examples, 726095 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:44,934 : INFO : EPOCH 7 - PROGRESS: at 38.09% examples, 726076 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:45,940 : INFO : EPOCH 7 - PROGRESS: at 38.47% examples, 726091 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:46,941 : INFO : EPOCH 7 - PROGRESS: at 38.81% examples, 726141 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:47,954 : INFO : EPOCH 7 - PROGRESS: at 39.16% examples, 726168 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:48,956 : INFO : EPOCH 7 - PROGRESS: at 39.52% examples, 726207 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:49,974 : INFO : EPOCH 7 - PROGRESS: at 39.86% examples, 726197 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:50,976 : INFO : EPOCH 7 - PROGRESS: at 40.21% examples, 726284 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:53:51,979 : INFO : EPOCH 7 - PROGRESS: at 40.58% examples, 726326 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:52,984 : INFO : EPOCH 7 - PROGRESS: at 40.92% examples, 726481 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:53,991 : INFO : EPOCH 7 - PROGRESS: at 41.25% examples, 726515 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:53:54,998 : INFO : EPOCH 7 - PROGRESS: at 41.59% examples, 726653 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:56,010 : INFO : EPOCH 7 - PROGRESS: at 41.93% examples, 726725 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:57,022 : INFO : EPOCH 7 - PROGRESS: at 42.27% examples, 726723 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:58,022 : INFO : EPOCH 7 - PROGRESS: at 42.64% examples, 726798 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:53:59,038 : INFO : EPOCH 7 - PROGRESS: at 43.01% examples, 726796 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:00,041 : INFO : EPOCH 7 - PROGRESS: at 43.37% examples, 726806 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:01,044 : INFO : EPOCH 7 - PROGRESS: at 43.73% examples, 726789 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:02,056 : INFO : EPOCH 7 - PROGRESS: at 44.10% examples, 726846 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:03,065 : INFO : EPOCH 7 - PROGRESS: at 44.50% examples, 726804 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:04,066 : INFO : EPOCH 7 - PROGRESS: at 44.87% examples, 726857 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:05,071 : INFO : EPOCH 7 - PROGRESS: at 45.23% examples, 726796 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:06,073 : INFO : EPOCH 7 - PROGRESS: at 45.60% examples, 726761 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:07,081 : INFO : EPOCH 7 - PROGRESS: at 45.95% examples, 726764 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:08,087 : INFO : EPOCH 7 - PROGRESS: at 46.31% examples, 726745 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:54:09,090 : INFO : EPOCH 7 - PROGRESS: at 46.66% examples, 726764 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:10,103 : INFO : EPOCH 7 - PROGRESS: at 47.01% examples, 726656 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:11,115 : INFO : EPOCH 7 - PROGRESS: at 47.34% examples, 726699 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:12,127 : INFO : EPOCH 7 - PROGRESS: at 47.70% examples, 726866 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:13,134 : INFO : EPOCH 7 - PROGRESS: at 48.06% examples, 726857 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:14,136 : INFO : EPOCH 7 - PROGRESS: at 48.41% examples, 726862 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:54:15,141 : INFO : EPOCH 7 - PROGRESS: at 48.75% examples, 726857 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:16,142 : INFO : EPOCH 7 - PROGRESS: at 49.09% examples, 726931 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:17,153 : INFO : EPOCH 7 - PROGRESS: at 49.46% examples, 727014 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:18,155 : INFO : EPOCH 7 - PROGRESS: at 49.80% examples, 727030 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:19,167 : INFO : EPOCH 7 - PROGRESS: at 50.16% examples, 726967 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:20,169 : INFO : EPOCH 7 - PROGRESS: at 50.51% examples, 727040 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:21,176 : INFO : EPOCH 7 - PROGRESS: at 50.86% examples, 727061 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:22,180 : INFO : EPOCH 7 - PROGRESS: at 51.21% examples, 727106 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:23,182 : INFO : EPOCH 7 - PROGRESS: at 51.54% examples, 727110 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:24,188 : INFO : EPOCH 7 - PROGRESS: at 51.89% examples, 727241 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:25,189 : INFO : EPOCH 7 - PROGRESS: at 52.27% examples, 727196 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:26,190 : INFO : EPOCH 7 - PROGRESS: at 52.63% examples, 727287 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:27,194 : INFO : EPOCH 7 - PROGRESS: at 53.00% examples, 727296 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:28,200 : INFO : EPOCH 7 - PROGRESS: at 53.35% examples, 727349 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:29,204 : INFO : EPOCH 7 - PROGRESS: at 53.72% examples, 727324 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:30,224 : INFO : EPOCH 7 - PROGRESS: at 54.06% examples, 727332 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:31,236 : INFO : EPOCH 7 - PROGRESS: at 54.39% examples, 727344 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:32,238 : INFO : EPOCH 7 - PROGRESS: at 54.73% examples, 727406 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:33,241 : INFO : EPOCH 7 - PROGRESS: at 55.07% examples, 727462 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:34,244 : INFO : EPOCH 7 - PROGRESS: at 55.39% examples, 727476 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:35,251 : INFO : EPOCH 7 - PROGRESS: at 55.76% examples, 727424 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:36,253 : INFO : EPOCH 7 - PROGRESS: at 56.13% examples, 727427 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:37,271 : INFO : EPOCH 7 - PROGRESS: at 56.47% examples, 727450 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:38,282 : INFO : EPOCH 7 - PROGRESS: at 56.82% examples, 727470 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:39,284 : INFO : EPOCH 7 - PROGRESS: at 57.17% examples, 727456 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:40,297 : INFO : EPOCH 7 - PROGRESS: at 57.53% examples, 727443 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:54:41,310 : INFO : EPOCH 7 - PROGRESS: at 57.88% examples, 727538 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:42,330 : INFO : EPOCH 7 - PROGRESS: at 58.25% examples, 727509 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:43,332 : INFO : EPOCH 7 - PROGRESS: at 58.59% examples, 727533 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:44,348 : INFO : EPOCH 7 - PROGRESS: at 58.93% examples, 727607 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:45,357 : INFO : EPOCH 7 - PROGRESS: at 59.29% examples, 727635 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:54:46,359 : INFO : EPOCH 7 - PROGRESS: at 59.65% examples, 727678 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:47,365 : INFO : EPOCH 7 - PROGRESS: at 59.98% examples, 727655 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:54:48,375 : INFO : EPOCH 7 - PROGRESS: at 60.33% examples, 727701 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:49,384 : INFO : EPOCH 7 - PROGRESS: at 60.69% examples, 727696 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:50,392 : INFO : EPOCH 7 - PROGRESS: at 61.07% examples, 727651 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:51,402 : INFO : EPOCH 7 - PROGRESS: at 61.42% examples, 727659 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:52,408 : INFO : EPOCH 7 - PROGRESS: at 61.76% examples, 727712 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:53,423 : INFO : EPOCH 7 - PROGRESS: at 62.11% examples, 727725 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:54,432 : INFO : EPOCH 7 - PROGRESS: at 62.46% examples, 727742 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:55,435 : INFO : EPOCH 7 - PROGRESS: at 62.80% examples, 727799 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:56,446 : INFO : EPOCH 7 - PROGRESS: at 63.15% examples, 727787 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:57,451 : INFO : EPOCH 7 - PROGRESS: at 63.53% examples, 727828 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:58,455 : INFO : EPOCH 7 - PROGRESS: at 63.89% examples, 727827 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:54:59,458 : INFO : EPOCH 7 - PROGRESS: at 64.23% examples, 727898 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:00,467 : INFO : EPOCH 7 - PROGRESS: at 64.57% examples, 727870 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:01,468 : INFO : EPOCH 7 - PROGRESS: at 64.92% examples, 727915 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:02,476 : INFO : EPOCH 7 - PROGRESS: at 65.27% examples, 727974 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:03,482 : INFO : EPOCH 7 - PROGRESS: at 65.62% examples, 728003 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:04,484 : INFO : EPOCH 7 - PROGRESS: at 65.96% examples, 728100 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:05,486 : INFO : EPOCH 7 - PROGRESS: at 66.32% examples, 728092 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:06,500 : INFO : EPOCH 7 - PROGRESS: at 66.68% examples, 728117 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:07,501 : INFO : EPOCH 7 - PROGRESS: at 67.04% examples, 728151 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:08,509 : INFO : EPOCH 7 - PROGRESS: at 67.37% examples, 728198 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:09,515 : INFO : EPOCH 7 - PROGRESS: at 67.70% examples, 728204 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:10,516 : INFO : EPOCH 7 - PROGRESS: at 68.05% examples, 728269 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:11,517 : INFO : EPOCH 7 - PROGRESS: at 68.42% examples, 728278 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:12,518 : INFO : EPOCH 7 - PROGRESS: at 68.76% examples, 728302 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:13,534 : INFO : EPOCH 7 - PROGRESS: at 69.10% examples, 728295 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:14,539 : INFO : EPOCH 7 - PROGRESS: at 69.48% examples, 728287 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:55:15,544 : INFO : EPOCH 7 - PROGRESS: at 69.85% examples, 728302 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:16,549 : INFO : EPOCH 7 - PROGRESS: at 70.19% examples, 728327 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:17,553 : INFO : EPOCH 7 - PROGRESS: at 70.56% examples, 728361 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:18,568 : INFO : EPOCH 7 - PROGRESS: at 70.91% examples, 728325 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:19,573 : INFO : EPOCH 7 - PROGRESS: at 71.27% examples, 728327 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:20,591 : INFO : EPOCH 7 - PROGRESS: at 71.61% examples, 728336 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:21,599 : INFO : EPOCH 7 - PROGRESS: at 71.96% examples, 728386 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:22,613 : INFO : EPOCH 7 - PROGRESS: at 72.29% examples, 728380 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:23,627 : INFO : EPOCH 7 - PROGRESS: at 72.66% examples, 728436 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:55:24,627 : INFO : EPOCH 7 - PROGRESS: at 72.99% examples, 728450 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:25,629 : INFO : EPOCH 7 - PROGRESS: at 73.35% examples, 728489 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:26,633 : INFO : EPOCH 7 - PROGRESS: at 73.73% examples, 728485 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:27,644 : INFO : EPOCH 7 - PROGRESS: at 74.11% examples, 728426 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:28,646 : INFO : EPOCH 7 - PROGRESS: at 74.44% examples, 728465 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:29,649 : INFO : EPOCH 7 - PROGRESS: at 74.80% examples, 728531 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:30,653 : INFO : EPOCH 7 - PROGRESS: at 75.16% examples, 728468 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:31,657 : INFO : EPOCH 7 - PROGRESS: at 75.51% examples, 728543 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:32,661 : INFO : EPOCH 7 - PROGRESS: at 75.82% examples, 728549 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:55:33,677 : INFO : EPOCH 7 - PROGRESS: at 76.18% examples, 728531 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:34,678 : INFO : EPOCH 7 - PROGRESS: at 76.52% examples, 728578 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:35,693 : INFO : EPOCH 7 - PROGRESS: at 76.87% examples, 728606 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:36,700 : INFO : EPOCH 7 - PROGRESS: at 77.20% examples, 728638 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:37,714 : INFO : EPOCH 7 - PROGRESS: at 77.55% examples, 728655 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:38,714 : INFO : EPOCH 7 - PROGRESS: at 77.90% examples, 728706 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:39,716 : INFO : EPOCH 7 - PROGRESS: at 78.26% examples, 728539 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:40,720 : INFO : EPOCH 7 - PROGRESS: at 78.60% examples, 728417 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:41,734 : INFO : EPOCH 7 - PROGRESS: at 78.95% examples, 728185 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:42,750 : INFO : EPOCH 7 - PROGRESS: at 79.28% examples, 728016 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:55:43,761 : INFO : EPOCH 7 - PROGRESS: at 79.57% examples, 727421 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:44,777 : INFO : EPOCH 7 - PROGRESS: at 79.85% examples, 727150 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:45,780 : INFO : EPOCH 7 - PROGRESS: at 80.20% examples, 727204 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:46,782 : INFO : EPOCH 7 - PROGRESS: at 80.55% examples, 727224 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:47,784 : INFO : EPOCH 7 - PROGRESS: at 80.92% examples, 727221 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:48,785 : INFO : EPOCH 7 - PROGRESS: at 81.27% examples, 727280 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:49,790 : INFO : EPOCH 7 - PROGRESS: at 81.62% examples, 727258 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:50,801 : INFO : EPOCH 7 - PROGRESS: at 82.01% examples, 727250 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:51,817 : INFO : EPOCH 7 - PROGRESS: at 82.37% examples, 727240 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:52,820 : INFO : EPOCH 7 - PROGRESS: at 82.73% examples, 727261 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:53,838 : INFO : EPOCH 7 - PROGRESS: at 83.09% examples, 727305 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:54,859 : INFO : EPOCH 7 - PROGRESS: at 83.43% examples, 727313 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:55,859 : INFO : EPOCH 7 - PROGRESS: at 83.79% examples, 727391 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:56,865 : INFO : EPOCH 7 - PROGRESS: at 84.15% examples, 727399 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:57,875 : INFO : EPOCH 7 - PROGRESS: at 84.48% examples, 727379 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:58,876 : INFO : EPOCH 7 - PROGRESS: at 84.84% examples, 727422 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:55:59,883 : INFO : EPOCH 7 - PROGRESS: at 85.18% examples, 727430 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:00,895 : INFO : EPOCH 7 - PROGRESS: at 85.53% examples, 727427 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:01,901 : INFO : EPOCH 7 - PROGRESS: at 85.89% examples, 727448 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:02,910 : INFO : EPOCH 7 - PROGRESS: at 86.20% examples, 727544 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:03,922 : INFO : EPOCH 7 - PROGRESS: at 86.54% examples, 727524 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:04,924 : INFO : EPOCH 7 - PROGRESS: at 86.88% examples, 727599 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:05,925 : INFO : EPOCH 7 - PROGRESS: at 87.25% examples, 727564 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:06,945 : INFO : EPOCH 7 - PROGRESS: at 87.64% examples, 727504 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:07,945 : INFO : EPOCH 7 - PROGRESS: at 87.98% examples, 727489 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:08,951 : INFO : EPOCH 7 - PROGRESS: at 88.33% examples, 727531 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:09,967 : INFO : EPOCH 7 - PROGRESS: at 88.65% examples, 727534 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:10,980 : INFO : EPOCH 7 - PROGRESS: at 88.99% examples, 727568 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:11,993 : INFO : EPOCH 7 - PROGRESS: at 89.34% examples, 727613 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:13,002 : INFO : EPOCH 7 - PROGRESS: at 89.68% examples, 727653 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:14,006 : INFO : EPOCH 7 - PROGRESS: at 90.04% examples, 727661 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:15,008 : INFO : EPOCH 7 - PROGRESS: at 90.41% examples, 727636 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:16,020 : INFO : EPOCH 7 - PROGRESS: at 90.76% examples, 727646 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:17,026 : INFO : EPOCH 7 - PROGRESS: at 91.13% examples, 727693 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:18,035 : INFO : EPOCH 7 - PROGRESS: at 91.48% examples, 727690 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:19,042 : INFO : EPOCH 7 - PROGRESS: at 91.82% examples, 727714 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:20,050 : INFO : EPOCH 7 - PROGRESS: at 92.17% examples, 727734 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:21,051 : INFO : EPOCH 7 - PROGRESS: at 92.51% examples, 727732 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:22,051 : INFO : EPOCH 7 - PROGRESS: at 92.88% examples, 727753 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:23,062 : INFO : EPOCH 7 - PROGRESS: at 93.21% examples, 727748 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:24,062 : INFO : EPOCH 7 - PROGRESS: at 93.56% examples, 727786 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:25,074 : INFO : EPOCH 7 - PROGRESS: at 93.90% examples, 727807 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:26,075 : INFO : EPOCH 7 - PROGRESS: at 94.24% examples, 727841 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:27,077 : INFO : EPOCH 7 - PROGRESS: at 94.59% examples, 727884 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:56:28,081 : INFO : EPOCH 7 - PROGRESS: at 94.97% examples, 727828 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:29,099 : INFO : EPOCH 7 - PROGRESS: at 95.33% examples, 727832 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:30,119 : INFO : EPOCH 7 - PROGRESS: at 95.67% examples, 727870 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:31,121 : INFO : EPOCH 7 - PROGRESS: at 95.99% examples, 727922 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:32,142 : INFO : EPOCH 7 - PROGRESS: at 96.35% examples, 727936 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:33,148 : INFO : EPOCH 7 - PROGRESS: at 96.74% examples, 727935 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:34,152 : INFO : EPOCH 7 - PROGRESS: at 97.10% examples, 727922 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:35,154 : INFO : EPOCH 7 - PROGRESS: at 97.46% examples, 727922 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:36,156 : INFO : EPOCH 7 - PROGRESS: at 97.81% examples, 727935 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:37,158 : INFO : EPOCH 7 - PROGRESS: at 98.17% examples, 727924 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:38,164 : INFO : EPOCH 7 - PROGRESS: at 98.51% examples, 727915 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:39,183 : INFO : EPOCH 7 - PROGRESS: at 98.90% examples, 727853 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:40,190 : INFO : EPOCH 7 - PROGRESS: at 99.24% examples, 727898 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:41,193 : INFO : EPOCH 7 - PROGRESS: at 99.60% examples, 727893 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:42,205 : INFO : EPOCH 7 - PROGRESS: at 99.95% examples, 727881 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:56:42,295 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 14:56:42,310 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 14:56:42,311 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 14:56:42,322 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 14:56:42,323 : INFO : EPOCH - 7 : training on 268191231 raw words (208345885 effective words) took 286.2s, 727893 effective words/s
2020-07-24 14:56:43,330 : INFO : EPOCH 8 - PROGRESS: at 0.35% examples, 696621 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:44,343 : INFO : EPOCH 8 - PROGRESS: at 0.70% examples, 710243 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:45,346 : INFO : EPOCH 8 - PROGRESS: at 1.06% examples, 715992 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:56:46,353 : INFO : EPOCH 8 - PROGRESS: at 1.42% examples, 713312 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:47,362 : INFO : EPOCH 8 - PROGRESS: at 1.78% examples, 718917 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:48,378 : INFO : EPOCH 8 - PROGRESS: at 2.12% examples, 719284 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:49,383 : INFO : EPOCH 8 - PROGRESS: at 2.46% examples, 719583 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:50,386 : INFO : EPOCH 8 - PROGRESS: at 2.82% examples, 721104 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:51,388 : INFO : EPOCH 8 - PROGRESS: at 3.16% examples, 719922 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:52,393 : INFO : EPOCH 8 - PROGRESS: at 3.48% examples, 721167 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:53,397 : INFO : EPOCH 8 - PROGRESS: at 3.84% examples, 722016 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:54,406 : INFO : EPOCH 8 - PROGRESS: at 4.19% examples, 721767 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:55,415 : INFO : EPOCH 8 - PROGRESS: at 4.54% examples, 720698 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:56:56,419 : INFO : EPOCH 8 - PROGRESS: at 4.89% examples, 720828 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:57,426 : INFO : EPOCH 8 - PROGRESS: at 5.27% examples, 719882 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:56:58,426 : INFO : EPOCH 8 - PROGRESS: at 5.63% examples, 720291 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:56:59,431 : INFO : EPOCH 8 - PROGRESS: at 5.96% examples, 720670 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:00,434 : INFO : EPOCH 8 - PROGRESS: at 6.28% examples, 721334 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:01,441 : INFO : EPOCH 8 - PROGRESS: at 6.63% examples, 720894 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:57:02,449 : INFO : EPOCH 8 - PROGRESS: at 6.98% examples, 721894 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:03,454 : INFO : EPOCH 8 - PROGRESS: at 7.35% examples, 721806 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:04,456 : INFO : EPOCH 8 - PROGRESS: at 7.68% examples, 721873 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:05,461 : INFO : EPOCH 8 - PROGRESS: at 8.03% examples, 721478 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:06,477 : INFO : EPOCH 8 - PROGRESS: at 8.38% examples, 721622 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:07,480 : INFO : EPOCH 8 - PROGRESS: at 8.72% examples, 721987 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:08,492 : INFO : EPOCH 8 - PROGRESS: at 9.08% examples, 721540 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:57:09,497 : INFO : EPOCH 8 - PROGRESS: at 9.39% examples, 721758 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:10,501 : INFO : EPOCH 8 - PROGRESS: at 9.74% examples, 721793 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:11,503 : INFO : EPOCH 8 - PROGRESS: at 10.11% examples, 721815 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:12,504 : INFO : EPOCH 8 - PROGRESS: at 10.45% examples, 721785 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:57:13,512 : INFO : EPOCH 8 - PROGRESS: at 10.80% examples, 721762 words/s, in_qsize 7, out_qsize 1
2020-07-24 14:57:14,521 : INFO : EPOCH 8 - PROGRESS: at 11.17% examples, 721872 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:57:15,528 : INFO : EPOCH 8 - PROGRESS: at 11.51% examples, 721641 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:16,537 : INFO : EPOCH 8 - PROGRESS: at 11.85% examples, 721813 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:17,561 : INFO : EPOCH 8 - PROGRESS: at 12.21% examples, 721421 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:18,561 : INFO : EPOCH 8 - PROGRESS: at 12.59% examples, 721813 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:19,570 : INFO : EPOCH 8 - PROGRESS: at 12.92% examples, 721343 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:20,588 : INFO : EPOCH 8 - PROGRESS: at 13.26% examples, 721303 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:21,596 : INFO : EPOCH 8 - PROGRESS: at 13.62% examples, 721463 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:22,604 : INFO : EPOCH 8 - PROGRESS: at 13.97% examples, 721203 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:23,620 : INFO : EPOCH 8 - PROGRESS: at 14.32% examples, 720915 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:24,624 : INFO : EPOCH 8 - PROGRESS: at 14.67% examples, 721161 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:25,641 : INFO : EPOCH 8 - PROGRESS: at 15.03% examples, 721216 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:26,641 : INFO : EPOCH 8 - PROGRESS: at 15.37% examples, 721443 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:27,646 : INFO : EPOCH 8 - PROGRESS: at 15.73% examples, 721517 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:28,649 : INFO : EPOCH 8 - PROGRESS: at 16.07% examples, 721648 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:29,652 : INFO : EPOCH 8 - PROGRESS: at 16.45% examples, 721527 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:30,676 : INFO : EPOCH 8 - PROGRESS: at 16.81% examples, 721420 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:31,676 : INFO : EPOCH 8 - PROGRESS: at 17.17% examples, 721549 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:32,690 : INFO : EPOCH 8 - PROGRESS: at 17.53% examples, 721708 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:33,691 : INFO : EPOCH 8 - PROGRESS: at 17.89% examples, 721747 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:34,696 : INFO : EPOCH 8 - PROGRESS: at 18.22% examples, 721790 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:35,712 : INFO : EPOCH 8 - PROGRESS: at 18.57% examples, 722046 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:36,719 : INFO : EPOCH 8 - PROGRESS: at 18.90% examples, 722025 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:37,732 : INFO : EPOCH 8 - PROGRESS: at 19.23% examples, 721944 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:38,732 : INFO : EPOCH 8 - PROGRESS: at 19.57% examples, 722533 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:39,739 : INFO : EPOCH 8 - PROGRESS: at 19.92% examples, 722386 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:40,745 : INFO : EPOCH 8 - PROGRESS: at 20.27% examples, 722406 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:41,750 : INFO : EPOCH 8 - PROGRESS: at 20.63% examples, 722331 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:42,751 : INFO : EPOCH 8 - PROGRESS: at 20.98% examples, 722379 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:43,762 : INFO : EPOCH 8 - PROGRESS: at 21.32% examples, 722187 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:57:44,770 : INFO : EPOCH 8 - PROGRESS: at 21.66% examples, 722274 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:45,784 : INFO : EPOCH 8 - PROGRESS: at 22.00% examples, 722117 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:46,784 : INFO : EPOCH 8 - PROGRESS: at 22.36% examples, 722241 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:47,785 : INFO : EPOCH 8 - PROGRESS: at 22.69% examples, 722204 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:57:48,786 : INFO : EPOCH 8 - PROGRESS: at 23.06% examples, 722136 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:57:49,797 : INFO : EPOCH 8 - PROGRESS: at 23.39% examples, 722325 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:50,818 : INFO : EPOCH 8 - PROGRESS: at 23.75% examples, 722268 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:51,821 : INFO : EPOCH 8 - PROGRESS: at 24.11% examples, 722316 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:52,829 : INFO : EPOCH 8 - PROGRESS: at 24.47% examples, 722169 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:53,837 : INFO : EPOCH 8 - PROGRESS: at 24.84% examples, 722069 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:54,839 : INFO : EPOCH 8 - PROGRESS: at 25.19% examples, 722117 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:57:55,849 : INFO : EPOCH 8 - PROGRESS: at 25.53% examples, 722016 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:56,850 : INFO : EPOCH 8 - PROGRESS: at 25.89% examples, 721935 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:57,859 : INFO : EPOCH 8 - PROGRESS: at 26.22% examples, 721929 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:58,864 : INFO : EPOCH 8 - PROGRESS: at 26.56% examples, 722063 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:57:59,865 : INFO : EPOCH 8 - PROGRESS: at 26.92% examples, 722096 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:00,870 : INFO : EPOCH 8 - PROGRESS: at 27.25% examples, 722030 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:01,879 : INFO : EPOCH 8 - PROGRESS: at 27.60% examples, 721962 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:02,880 : INFO : EPOCH 8 - PROGRESS: at 27.97% examples, 721991 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:58:03,885 : INFO : EPOCH 8 - PROGRESS: at 28.30% examples, 721984 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:04,888 : INFO : EPOCH 8 - PROGRESS: at 28.66% examples, 721996 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:05,909 : INFO : EPOCH 8 - PROGRESS: at 29.00% examples, 721949 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:58:06,922 : INFO : EPOCH 8 - PROGRESS: at 29.36% examples, 721859 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:07,922 : INFO : EPOCH 8 - PROGRESS: at 29.73% examples, 721879 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:08,927 : INFO : EPOCH 8 - PROGRESS: at 30.09% examples, 721851 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:09,930 : INFO : EPOCH 8 - PROGRESS: at 30.44% examples, 721779 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:10,943 : INFO : EPOCH 8 - PROGRESS: at 30.80% examples, 721761 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:11,946 : INFO : EPOCH 8 - PROGRESS: at 31.14% examples, 721893 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:12,970 : INFO : EPOCH 8 - PROGRESS: at 31.51% examples, 721758 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:13,976 : INFO : EPOCH 8 - PROGRESS: at 31.86% examples, 721668 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:14,980 : INFO : EPOCH 8 - PROGRESS: at 32.19% examples, 721710 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:58:15,988 : INFO : EPOCH 8 - PROGRESS: at 32.54% examples, 721687 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:16,991 : INFO : EPOCH 8 - PROGRESS: at 32.91% examples, 721591 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:17,993 : INFO : EPOCH 8 - PROGRESS: at 33.26% examples, 721665 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:18,997 : INFO : EPOCH 8 - PROGRESS: at 33.60% examples, 721673 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:20,006 : INFO : EPOCH 8 - PROGRESS: at 33.95% examples, 721076 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:21,007 : INFO : EPOCH 8 - PROGRESS: at 34.30% examples, 720873 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:58:22,012 : INFO : EPOCH 8 - PROGRESS: at 34.63% examples, 720517 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:23,023 : INFO : EPOCH 8 - PROGRESS: at 34.93% examples, 719947 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:24,029 : INFO : EPOCH 8 - PROGRESS: at 35.22% examples, 718652 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:25,033 : INFO : EPOCH 8 - PROGRESS: at 35.56% examples, 718222 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:26,036 : INFO : EPOCH 8 - PROGRESS: at 35.92% examples, 718253 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:58:27,039 : INFO : EPOCH 8 - PROGRESS: at 36.26% examples, 718368 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:28,051 : INFO : EPOCH 8 - PROGRESS: at 36.61% examples, 718372 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:29,054 : INFO : EPOCH 8 - PROGRESS: at 36.96% examples, 718410 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:58:30,068 : INFO : EPOCH 8 - PROGRESS: at 37.31% examples, 718376 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:31,075 : INFO : EPOCH 8 - PROGRESS: at 37.67% examples, 718299 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:32,076 : INFO : EPOCH 8 - PROGRESS: at 38.00% examples, 718359 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:33,084 : INFO : EPOCH 8 - PROGRESS: at 38.37% examples, 718240 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:34,095 : INFO : EPOCH 8 - PROGRESS: at 38.71% examples, 718279 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:58:35,100 : INFO : EPOCH 8 - PROGRESS: at 39.06% examples, 718371 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:36,102 : INFO : EPOCH 8 - PROGRESS: at 39.41% examples, 718386 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:37,103 : INFO : EPOCH 8 - PROGRESS: at 39.76% examples, 718462 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:38,105 : INFO : EPOCH 8 - PROGRESS: at 40.09% examples, 718443 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:39,107 : INFO : EPOCH 8 - PROGRESS: at 40.46% examples, 718497 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:40,119 : INFO : EPOCH 8 - PROGRESS: at 40.80% examples, 718476 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:41,126 : INFO : EPOCH 8 - PROGRESS: at 41.13% examples, 718578 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:42,126 : INFO : EPOCH 8 - PROGRESS: at 41.45% examples, 718707 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:58:43,139 : INFO : EPOCH 8 - PROGRESS: at 41.79% examples, 718732 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:44,142 : INFO : EPOCH 8 - PROGRESS: at 42.13% examples, 718787 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:45,147 : INFO : EPOCH 8 - PROGRESS: at 42.48% examples, 718858 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:46,164 : INFO : EPOCH 8 - PROGRESS: at 42.83% examples, 718808 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:47,165 : INFO : EPOCH 8 - PROGRESS: at 43.20% examples, 718804 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:48,176 : INFO : EPOCH 8 - PROGRESS: at 43.56% examples, 718799 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:49,186 : INFO : EPOCH 8 - PROGRESS: at 43.92% examples, 718860 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:50,195 : INFO : EPOCH 8 - PROGRESS: at 44.29% examples, 718778 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:51,202 : INFO : EPOCH 8 - PROGRESS: at 44.67% examples, 718779 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:52,213 : INFO : EPOCH 8 - PROGRESS: at 45.05% examples, 718747 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:53,231 : INFO : EPOCH 8 - PROGRESS: at 45.41% examples, 718785 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:54,250 : INFO : EPOCH 8 - PROGRESS: at 45.78% examples, 718741 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:55,254 : INFO : EPOCH 8 - PROGRESS: at 46.13% examples, 718769 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:56,255 : INFO : EPOCH 8 - PROGRESS: at 46.47% examples, 718819 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:57,260 : INFO : EPOCH 8 - PROGRESS: at 46.81% examples, 718814 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:58:58,263 : INFO : EPOCH 8 - PROGRESS: at 47.16% examples, 718778 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:58:59,278 : INFO : EPOCH 8 - PROGRESS: at 47.49% examples, 718850 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:00,301 : INFO : EPOCH 8 - PROGRESS: at 47.85% examples, 718851 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:01,312 : INFO : EPOCH 8 - PROGRESS: at 48.22% examples, 718871 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:02,316 : INFO : EPOCH 8 - PROGRESS: at 48.56% examples, 718906 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:03,318 : INFO : EPOCH 8 - PROGRESS: at 48.88% examples, 718970 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:59:04,319 : INFO : EPOCH 8 - PROGRESS: at 49.24% examples, 719118 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:59:05,329 : INFO : EPOCH 8 - PROGRESS: at 49.60% examples, 719108 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:06,333 : INFO : EPOCH 8 - PROGRESS: at 49.92% examples, 719154 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:07,346 : INFO : EPOCH 8 - PROGRESS: at 50.31% examples, 719086 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:08,350 : INFO : EPOCH 8 - PROGRESS: at 50.61% examples, 719162 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:09,351 : INFO : EPOCH 8 - PROGRESS: at 50.99% examples, 719117 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:10,371 : INFO : EPOCH 8 - PROGRESS: at 51.32% examples, 719127 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:11,378 : INFO : EPOCH 8 - PROGRESS: at 51.65% examples, 719202 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:59:12,395 : INFO : EPOCH 8 - PROGRESS: at 52.02% examples, 719232 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:13,407 : INFO : EPOCH 8 - PROGRESS: at 52.39% examples, 719269 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:14,407 : INFO : EPOCH 8 - PROGRESS: at 52.75% examples, 719291 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:15,409 : INFO : EPOCH 8 - PROGRESS: at 53.11% examples, 719268 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:16,418 : INFO : EPOCH 8 - PROGRESS: at 53.45% examples, 719212 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:17,425 : INFO : EPOCH 8 - PROGRESS: at 53.81% examples, 719244 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:18,426 : INFO : EPOCH 8 - PROGRESS: at 54.13% examples, 719259 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:19,431 : INFO : EPOCH 8 - PROGRESS: at 54.46% examples, 719329 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:20,439 : INFO : EPOCH 8 - PROGRESS: at 54.80% examples, 719279 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:21,444 : INFO : EPOCH 8 - PROGRESS: at 55.14% examples, 719343 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:22,455 : INFO : EPOCH 8 - PROGRESS: at 55.48% examples, 719389 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:23,471 : INFO : EPOCH 8 - PROGRESS: at 55.84% examples, 719362 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:24,477 : INFO : EPOCH 8 - PROGRESS: at 56.20% examples, 719331 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:25,487 : INFO : EPOCH 8 - PROGRESS: at 56.53% examples, 719420 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:26,492 : INFO : EPOCH 8 - PROGRESS: at 56.88% examples, 719414 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:27,495 : INFO : EPOCH 8 - PROGRESS: at 57.23% examples, 719447 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:28,518 : INFO : EPOCH 8 - PROGRESS: at 57.58% examples, 719403 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:29,527 : INFO : EPOCH 8 - PROGRESS: at 57.93% examples, 719433 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:30,537 : INFO : EPOCH 8 - PROGRESS: at 58.29% examples, 719431 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:59:31,540 : INFO : EPOCH 8 - PROGRESS: at 58.62% examples, 719561 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:32,546 : INFO : EPOCH 8 - PROGRESS: at 58.97% examples, 719574 words/s, in_qsize 6, out_qsize 1
2020-07-24 14:59:33,547 : INFO : EPOCH 8 - PROGRESS: at 59.31% examples, 719604 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:34,552 : INFO : EPOCH 8 - PROGRESS: at 59.67% examples, 719568 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:35,556 : INFO : EPOCH 8 - PROGRESS: at 59.99% examples, 719590 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:36,558 : INFO : EPOCH 8 - PROGRESS: at 60.34% examples, 719672 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:37,559 : INFO : EPOCH 8 - PROGRESS: at 60.69% examples, 719664 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:59:38,564 : INFO : EPOCH 8 - PROGRESS: at 61.07% examples, 719640 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:39,576 : INFO : EPOCH 8 - PROGRESS: at 61.42% examples, 719606 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:59:40,577 : INFO : EPOCH 8 - PROGRESS: at 61.75% examples, 719657 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:41,581 : INFO : EPOCH 8 - PROGRESS: at 62.10% examples, 719677 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:42,582 : INFO : EPOCH 8 - PROGRESS: at 62.43% examples, 719659 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:43,592 : INFO : EPOCH 8 - PROGRESS: at 62.77% examples, 719742 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:44,593 : INFO : EPOCH 8 - PROGRESS: at 63.13% examples, 719804 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:45,593 : INFO : EPOCH 8 - PROGRESS: at 63.48% examples, 719805 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:46,601 : INFO : EPOCH 8 - PROGRESS: at 63.85% examples, 719735 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:47,604 : INFO : EPOCH 8 - PROGRESS: at 64.18% examples, 719789 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:48,604 : INFO : EPOCH 8 - PROGRESS: at 64.51% examples, 719834 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:49,606 : INFO : EPOCH 8 - PROGRESS: at 64.86% examples, 719867 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:59:50,611 : INFO : EPOCH 8 - PROGRESS: at 65.21% examples, 719871 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:51,612 : INFO : EPOCH 8 - PROGRESS: at 65.55% examples, 719979 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:59:52,619 : INFO : EPOCH 8 - PROGRESS: at 65.88% examples, 719986 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:53,621 : INFO : EPOCH 8 - PROGRESS: at 66.25% examples, 720030 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:59:54,624 : INFO : EPOCH 8 - PROGRESS: at 66.60% examples, 720094 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:55,627 : INFO : EPOCH 8 - PROGRESS: at 66.96% examples, 720085 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:56,638 : INFO : EPOCH 8 - PROGRESS: at 67.27% examples, 720092 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:57,649 : INFO : EPOCH 8 - PROGRESS: at 67.61% examples, 720090 words/s, in_qsize 7, out_qsize 0
2020-07-24 14:59:58,651 : INFO : EPOCH 8 - PROGRESS: at 67.94% examples, 720180 words/s, in_qsize 8, out_qsize 0
2020-07-24 14:59:59,652 : INFO : EPOCH 8 - PROGRESS: at 68.32% examples, 720162 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:00,653 : INFO : EPOCH 8 - PROGRESS: at 68.65% examples, 720186 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:01,656 : INFO : EPOCH 8 - PROGRESS: at 68.99% examples, 720253 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:02,667 : INFO : EPOCH 8 - PROGRESS: at 69.37% examples, 720211 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:03,670 : INFO : EPOCH 8 - PROGRESS: at 69.72% examples, 720173 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:04,684 : INFO : EPOCH 8 - PROGRESS: at 70.06% examples, 720225 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:05,689 : INFO : EPOCH 8 - PROGRESS: at 70.43% examples, 720272 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:06,699 : INFO : EPOCH 8 - PROGRESS: at 70.78% examples, 720229 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:07,712 : INFO : EPOCH 8 - PROGRESS: at 71.15% examples, 720255 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:08,718 : INFO : EPOCH 8 - PROGRESS: at 71.49% examples, 720300 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:00:09,739 : INFO : EPOCH 8 - PROGRESS: at 71.82% examples, 720285 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:10,755 : INFO : EPOCH 8 - PROGRESS: at 72.16% examples, 720309 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:00:11,761 : INFO : EPOCH 8 - PROGRESS: at 72.51% examples, 720338 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:12,778 : INFO : EPOCH 8 - PROGRESS: at 72.85% examples, 720347 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:00:13,784 : INFO : EPOCH 8 - PROGRESS: at 73.20% examples, 720370 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:14,787 : INFO : EPOCH 8 - PROGRESS: at 73.56% examples, 720364 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:15,791 : INFO : EPOCH 8 - PROGRESS: at 73.94% examples, 720274 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:16,792 : INFO : EPOCH 8 - PROGRESS: at 74.31% examples, 720289 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:17,796 : INFO : EPOCH 8 - PROGRESS: at 74.64% examples, 720368 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:18,809 : INFO : EPOCH 8 - PROGRESS: at 74.97% examples, 720318 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:19,815 : INFO : EPOCH 8 - PROGRESS: at 75.35% examples, 720335 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:20,817 : INFO : EPOCH 8 - PROGRESS: at 75.66% examples, 720405 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:00:21,837 : INFO : EPOCH 8 - PROGRESS: at 75.98% examples, 720360 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:22,845 : INFO : EPOCH 8 - PROGRESS: at 76.33% examples, 720397 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:23,849 : INFO : EPOCH 8 - PROGRESS: at 76.66% examples, 720359 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:24,851 : INFO : EPOCH 8 - PROGRESS: at 77.00% examples, 720369 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:00:25,875 : INFO : EPOCH 8 - PROGRESS: at 77.34% examples, 720346 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:26,879 : INFO : EPOCH 8 - PROGRESS: at 77.68% examples, 720415 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:27,883 : INFO : EPOCH 8 - PROGRESS: at 78.03% examples, 720419 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:28,888 : INFO : EPOCH 8 - PROGRESS: at 78.39% examples, 720417 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:29,889 : INFO : EPOCH 8 - PROGRESS: at 78.77% examples, 720361 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:30,901 : INFO : EPOCH 8 - PROGRESS: at 79.12% examples, 720391 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:31,906 : INFO : EPOCH 8 - PROGRESS: at 79.46% examples, 720388 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:32,907 : INFO : EPOCH 8 - PROGRESS: at 79.78% examples, 720414 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:33,912 : INFO : EPOCH 8 - PROGRESS: at 80.11% examples, 720455 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:34,915 : INFO : EPOCH 8 - PROGRESS: at 80.46% examples, 720472 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:35,927 : INFO : EPOCH 8 - PROGRESS: at 80.82% examples, 720474 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:36,927 : INFO : EPOCH 8 - PROGRESS: at 81.17% examples, 720466 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:00:37,933 : INFO : EPOCH 8 - PROGRESS: at 81.52% examples, 720484 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:00:38,940 : INFO : EPOCH 8 - PROGRESS: at 81.90% examples, 720464 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:39,951 : INFO : EPOCH 8 - PROGRESS: at 82.25% examples, 720430 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:40,955 : INFO : EPOCH 8 - PROGRESS: at 82.58% examples, 720181 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:00:41,959 : INFO : EPOCH 8 - PROGRESS: at 82.90% examples, 719949 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:00:42,959 : INFO : EPOCH 8 - PROGRESS: at 83.22% examples, 719674 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:43,960 : INFO : EPOCH 8 - PROGRESS: at 83.52% examples, 719426 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:44,974 : INFO : EPOCH 8 - PROGRESS: at 83.84% examples, 719127 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:45,977 : INFO : EPOCH 8 - PROGRESS: at 84.15% examples, 718852 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:46,979 : INFO : EPOCH 8 - PROGRESS: at 84.46% examples, 718661 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:47,999 : INFO : EPOCH 8 - PROGRESS: at 84.78% examples, 718367 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:48,999 : INFO : EPOCH 8 - PROGRESS: at 85.11% examples, 718125 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:50,001 : INFO : EPOCH 8 - PROGRESS: at 85.41% examples, 717908 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:51,009 : INFO : EPOCH 8 - PROGRESS: at 85.73% examples, 717655 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:52,015 : INFO : EPOCH 8 - PROGRESS: at 86.03% examples, 717435 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:53,028 : INFO : EPOCH 8 - PROGRESS: at 86.32% examples, 717231 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:54,033 : INFO : EPOCH 8 - PROGRESS: at 86.63% examples, 716982 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:55,046 : INFO : EPOCH 8 - PROGRESS: at 86.93% examples, 716754 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:56,051 : INFO : EPOCH 8 - PROGRESS: at 87.27% examples, 716497 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:57,066 : INFO : EPOCH 8 - PROGRESS: at 87.62% examples, 716243 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:58,070 : INFO : EPOCH 8 - PROGRESS: at 87.93% examples, 716039 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:00:59,081 : INFO : EPOCH 8 - PROGRESS: at 88.24% examples, 715729 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:00,083 : INFO : EPOCH 8 - PROGRESS: at 88.51% examples, 715350 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:01,089 : INFO : EPOCH 8 - PROGRESS: at 88.79% examples, 714998 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:02,110 : INFO : EPOCH 8 - PROGRESS: at 89.09% examples, 714652 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:03,130 : INFO : EPOCH 8 - PROGRESS: at 89.37% examples, 714178 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:04,148 : INFO : EPOCH 8 - PROGRESS: at 89.65% examples, 713614 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:05,156 : INFO : EPOCH 8 - PROGRESS: at 89.98% examples, 713570 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:01:06,159 : INFO : EPOCH 8 - PROGRESS: at 90.36% examples, 713587 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:07,165 : INFO : EPOCH 8 - PROGRESS: at 90.70% examples, 713663 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:08,165 : INFO : EPOCH 8 - PROGRESS: at 91.05% examples, 713664 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:09,168 : INFO : EPOCH 8 - PROGRESS: at 91.40% examples, 713715 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:10,176 : INFO : EPOCH 8 - PROGRESS: at 91.74% examples, 713777 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:11,186 : INFO : EPOCH 8 - PROGRESS: at 92.08% examples, 713803 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:12,195 : INFO : EPOCH 8 - PROGRESS: at 92.44% examples, 713809 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:13,196 : INFO : EPOCH 8 - PROGRESS: at 92.78% examples, 713873 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:14,200 : INFO : EPOCH 8 - PROGRESS: at 93.12% examples, 713886 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:15,216 : INFO : EPOCH 8 - PROGRESS: at 93.46% examples, 713930 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:01:16,222 : INFO : EPOCH 8 - PROGRESS: at 93.81% examples, 713979 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:17,232 : INFO : EPOCH 8 - PROGRESS: at 94.14% examples, 713990 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:18,240 : INFO : EPOCH 8 - PROGRESS: at 94.48% examples, 714006 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:19,252 : INFO : EPOCH 8 - PROGRESS: at 94.83% examples, 714028 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:20,253 : INFO : EPOCH 8 - PROGRESS: at 95.20% examples, 714027 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:21,256 : INFO : EPOCH 8 - PROGRESS: at 95.53% examples, 714069 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:22,261 : INFO : EPOCH 8 - PROGRESS: at 95.87% examples, 714083 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:01:23,268 : INFO : EPOCH 8 - PROGRESS: at 96.21% examples, 714172 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:24,284 : INFO : EPOCH 8 - PROGRESS: at 96.57% examples, 714187 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:25,287 : INFO : EPOCH 8 - PROGRESS: at 96.94% examples, 714195 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:26,296 : INFO : EPOCH 8 - PROGRESS: at 97.29% examples, 714241 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:27,296 : INFO : EPOCH 8 - PROGRESS: at 97.65% examples, 714261 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:28,318 : INFO : EPOCH 8 - PROGRESS: at 98.01% examples, 714238 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:29,326 : INFO : EPOCH 8 - PROGRESS: at 98.35% examples, 714285 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:01:30,332 : INFO : EPOCH 8 - PROGRESS: at 98.73% examples, 714276 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:01:31,337 : INFO : EPOCH 8 - PROGRESS: at 99.08% examples, 714348 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:32,354 : INFO : EPOCH 8 - PROGRESS: at 99.43% examples, 714358 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:33,358 : INFO : EPOCH 8 - PROGRESS: at 99.78% examples, 714353 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:33,934 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 15:01:33,944 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 15:01:33,947 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 15:01:33,961 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 15:01:33,962 : INFO : EPOCH - 8 : training on 268191231 raw words (208342088 effective words) took 291.6s, 714396 effective words/s
2020-07-24 15:01:34,972 : INFO : EPOCH 9 - PROGRESS: at 0.36% examples, 701049 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:35,980 : INFO : EPOCH 9 - PROGRESS: at 0.70% examples, 714582 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:36,992 : INFO : EPOCH 9 - PROGRESS: at 1.06% examples, 719569 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:01:38,001 : INFO : EPOCH 9 - PROGRESS: at 1.44% examples, 719582 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:39,003 : INFO : EPOCH 9 - PROGRESS: at 1.78% examples, 721946 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:01:40,008 : INFO : EPOCH 9 - PROGRESS: at 2.13% examples, 723869 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:41,012 : INFO : EPOCH 9 - PROGRESS: at 2.45% examples, 718145 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:42,019 : INFO : EPOCH 9 - PROGRESS: at 2.77% examples, 710412 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:43,024 : INFO : EPOCH 9 - PROGRESS: at 3.09% examples, 704099 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:44,028 : INFO : EPOCH 9 - PROGRESS: at 3.40% examples, 701135 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:45,028 : INFO : EPOCH 9 - PROGRESS: at 3.72% examples, 697365 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:46,029 : INFO : EPOCH 9 - PROGRESS: at 4.02% examples, 694220 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:47,040 : INFO : EPOCH 9 - PROGRESS: at 4.34% examples, 691116 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:48,067 : INFO : EPOCH 9 - PROGRESS: at 4.66% examples, 688032 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:49,073 : INFO : EPOCH 9 - PROGRESS: at 5.00% examples, 686069 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:01:50,086 : INFO : EPOCH 9 - PROGRESS: at 5.33% examples, 683521 words/s, in_qsize 8, out_qsize 1
2020-07-24 15:01:51,091 : INFO : EPOCH 9 - PROGRESS: at 5.68% examples, 682316 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:52,096 : INFO : EPOCH 9 - PROGRESS: at 5.98% examples, 681715 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:01:53,120 : INFO : EPOCH 9 - PROGRESS: at 6.28% examples, 681109 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:54,123 : INFO : EPOCH 9 - PROGRESS: at 6.60% examples, 680280 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:55,124 : INFO : EPOCH 9 - PROGRESS: at 6.90% examples, 679963 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:56,127 : INFO : EPOCH 9 - PROGRESS: at 7.25% examples, 678754 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:57,131 : INFO : EPOCH 9 - PROGRESS: at 7.55% examples, 678238 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:58,136 : INFO : EPOCH 9 - PROGRESS: at 7.87% examples, 677469 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:01:59,147 : INFO : EPOCH 9 - PROGRESS: at 8.20% examples, 676853 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:00,167 : INFO : EPOCH 9 - PROGRESS: at 8.50% examples, 676125 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:01,189 : INFO : EPOCH 9 - PROGRESS: at 8.84% examples, 675762 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:02,190 : INFO : EPOCH 9 - PROGRESS: at 9.16% examples, 675322 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:03,208 : INFO : EPOCH 9 - PROGRESS: at 9.43% examples, 675212 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:04,210 : INFO : EPOCH 9 - PROGRESS: at 9.77% examples, 674805 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:05,212 : INFO : EPOCH 9 - PROGRESS: at 10.12% examples, 674564 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:06,215 : INFO : EPOCH 9 - PROGRESS: at 10.43% examples, 673662 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:07,218 : INFO : EPOCH 9 - PROGRESS: at 10.75% examples, 673359 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:08,226 : INFO : EPOCH 9 - PROGRESS: at 11.08% examples, 673208 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:09,238 : INFO : EPOCH 9 - PROGRESS: at 11.40% examples, 672838 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:10,248 : INFO : EPOCH 9 - PROGRESS: at 11.72% examples, 672518 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:02:11,251 : INFO : EPOCH 9 - PROGRESS: at 12.04% examples, 672259 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:12,257 : INFO : EPOCH 9 - PROGRESS: at 12.36% examples, 671865 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:13,266 : INFO : EPOCH 9 - PROGRESS: at 12.69% examples, 671532 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:14,273 : INFO : EPOCH 9 - PROGRESS: at 13.02% examples, 671407 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:15,273 : INFO : EPOCH 9 - PROGRESS: at 13.32% examples, 670927 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:16,287 : INFO : EPOCH 9 - PROGRESS: at 13.64% examples, 670467 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:17,289 : INFO : EPOCH 9 - PROGRESS: at 13.96% examples, 670485 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:18,303 : INFO : EPOCH 9 - PROGRESS: at 14.29% examples, 670064 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:19,304 : INFO : EPOCH 9 - PROGRESS: at 14.60% examples, 669715 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:02:20,305 : INFO : EPOCH 9 - PROGRESS: at 14.92% examples, 669575 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:21,309 : INFO : EPOCH 9 - PROGRESS: at 15.23% examples, 669474 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:22,310 : INFO : EPOCH 9 - PROGRESS: at 15.55% examples, 669293 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:02:23,313 : INFO : EPOCH 9 - PROGRESS: at 15.88% examples, 669039 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:24,321 : INFO : EPOCH 9 - PROGRESS: at 16.21% examples, 668924 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:25,326 : INFO : EPOCH 9 - PROGRESS: at 16.55% examples, 668577 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:02:26,336 : INFO : EPOCH 9 - PROGRESS: at 16.87% examples, 668335 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:27,352 : INFO : EPOCH 9 - PROGRESS: at 17.20% examples, 668173 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:28,355 : INFO : EPOCH 9 - PROGRESS: at 17.52% examples, 667914 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:02:29,372 : INFO : EPOCH 9 - PROGRESS: at 17.84% examples, 667795 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:02:30,385 : INFO : EPOCH 9 - PROGRESS: at 18.17% examples, 667498 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:31,392 : INFO : EPOCH 9 - PROGRESS: at 18.45% examples, 667624 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:32,411 : INFO : EPOCH 9 - PROGRESS: at 18.77% examples, 667532 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:02:33,413 : INFO : EPOCH 9 - PROGRESS: at 19.08% examples, 667520 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:34,419 : INFO : EPOCH 9 - PROGRESS: at 19.38% examples, 667506 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:35,442 : INFO : EPOCH 9 - PROGRESS: at 19.70% examples, 667399 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:36,450 : INFO : EPOCH 9 - PROGRESS: at 20.04% examples, 667498 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:37,457 : INFO : EPOCH 9 - PROGRESS: at 20.36% examples, 667308 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:38,461 : INFO : EPOCH 9 - PROGRESS: at 20.68% examples, 667125 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:39,465 : INFO : EPOCH 9 - PROGRESS: at 21.00% examples, 667068 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:40,471 : INFO : EPOCH 9 - PROGRESS: at 21.31% examples, 666691 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:41,475 : INFO : EPOCH 9 - PROGRESS: at 21.62% examples, 666847 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:42,482 : INFO : EPOCH 9 - PROGRESS: at 21.93% examples, 666641 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:43,488 : INFO : EPOCH 9 - PROGRESS: at 22.25% examples, 666458 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:44,492 : INFO : EPOCH 9 - PROGRESS: at 22.57% examples, 666526 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:02:45,497 : INFO : EPOCH 9 - PROGRESS: at 22.89% examples, 666361 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:46,498 : INFO : EPOCH 9 - PROGRESS: at 23.21% examples, 666337 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:47,516 : INFO : EPOCH 9 - PROGRESS: at 23.53% examples, 666121 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:48,538 : INFO : EPOCH 9 - PROGRESS: at 23.86% examples, 666141 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:49,543 : INFO : EPOCH 9 - PROGRESS: at 24.19% examples, 666305 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:50,548 : INFO : EPOCH 9 - PROGRESS: at 24.52% examples, 666203 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:51,551 : INFO : EPOCH 9 - PROGRESS: at 24.85% examples, 665946 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:02:52,572 : INFO : EPOCH 9 - PROGRESS: at 25.17% examples, 665907 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:02:53,582 : INFO : EPOCH 9 - PROGRESS: at 25.50% examples, 665767 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:54,583 : INFO : EPOCH 9 - PROGRESS: at 25.82% examples, 665749 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:55,584 : INFO : EPOCH 9 - PROGRESS: at 26.13% examples, 665782 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:02:56,619 : INFO : EPOCH 9 - PROGRESS: at 26.43% examples, 665572 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:02:57,628 : INFO : EPOCH 9 - PROGRESS: at 26.76% examples, 665684 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:58,629 : INFO : EPOCH 9 - PROGRESS: at 27.07% examples, 665621 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:02:59,633 : INFO : EPOCH 9 - PROGRESS: at 27.40% examples, 665599 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:00,635 : INFO : EPOCH 9 - PROGRESS: at 27.71% examples, 665533 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:01,644 : INFO : EPOCH 9 - PROGRESS: at 28.05% examples, 665465 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:03:02,660 : INFO : EPOCH 9 - PROGRESS: at 28.36% examples, 665406 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:03,680 : INFO : EPOCH 9 - PROGRESS: at 28.69% examples, 665315 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:04,681 : INFO : EPOCH 9 - PROGRESS: at 29.01% examples, 665243 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:05,697 : INFO : EPOCH 9 - PROGRESS: at 29.33% examples, 665148 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:06,697 : INFO : EPOCH 9 - PROGRESS: at 29.66% examples, 665097 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:07,706 : INFO : EPOCH 9 - PROGRESS: at 29.98% examples, 664975 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:08,714 : INFO : EPOCH 9 - PROGRESS: at 30.32% examples, 664856 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:09,718 : INFO : EPOCH 9 - PROGRESS: at 30.64% examples, 664756 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:10,729 : INFO : EPOCH 9 - PROGRESS: at 30.97% examples, 664722 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:11,730 : INFO : EPOCH 9 - PROGRESS: at 31.28% examples, 664673 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:12,731 : INFO : EPOCH 9 - PROGRESS: at 31.61% examples, 664673 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:13,732 : INFO : EPOCH 9 - PROGRESS: at 31.93% examples, 664489 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:14,732 : INFO : EPOCH 9 - PROGRESS: at 32.23% examples, 664508 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:15,740 : INFO : EPOCH 9 - PROGRESS: at 32.55% examples, 664445 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:03:16,751 : INFO : EPOCH 9 - PROGRESS: at 32.90% examples, 664290 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:17,762 : INFO : EPOCH 9 - PROGRESS: at 33.23% examples, 664381 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:18,768 : INFO : EPOCH 9 - PROGRESS: at 33.53% examples, 664349 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:19,793 : INFO : EPOCH 9 - PROGRESS: at 33.87% examples, 664234 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:20,806 : INFO : EPOCH 9 - PROGRESS: at 34.22% examples, 664238 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:21,806 : INFO : EPOCH 9 - PROGRESS: at 34.55% examples, 664184 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:22,816 : INFO : EPOCH 9 - PROGRESS: at 34.84% examples, 664144 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:23,818 : INFO : EPOCH 9 - PROGRESS: at 35.16% examples, 664095 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:24,823 : INFO : EPOCH 9 - PROGRESS: at 35.48% examples, 664077 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:25,842 : INFO : EPOCH 9 - PROGRESS: at 35.82% examples, 663989 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:03:26,843 : INFO : EPOCH 9 - PROGRESS: at 36.13% examples, 664047 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:27,855 : INFO : EPOCH 9 - PROGRESS: at 36.45% examples, 664030 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:28,874 : INFO : EPOCH 9 - PROGRESS: at 36.76% examples, 663989 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:29,883 : INFO : EPOCH 9 - PROGRESS: at 37.11% examples, 663971 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:30,895 : INFO : EPOCH 9 - PROGRESS: at 37.42% examples, 663886 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:31,913 : INFO : EPOCH 9 - PROGRESS: at 37.75% examples, 663889 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:32,917 : INFO : EPOCH 9 - PROGRESS: at 38.07% examples, 663853 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:33,922 : INFO : EPOCH 9 - PROGRESS: at 38.40% examples, 663778 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:03:34,932 : INFO : EPOCH 9 - PROGRESS: at 38.71% examples, 663718 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:35,937 : INFO : EPOCH 9 - PROGRESS: at 39.03% examples, 663716 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:36,950 : INFO : EPOCH 9 - PROGRESS: at 39.36% examples, 663693 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:37,956 : INFO : EPOCH 9 - PROGRESS: at 39.66% examples, 663590 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:03:38,958 : INFO : EPOCH 9 - PROGRESS: at 39.97% examples, 663499 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:39,965 : INFO : EPOCH 9 - PROGRESS: at 40.28% examples, 663083 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:40,966 : INFO : EPOCH 9 - PROGRESS: at 40.58% examples, 662798 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:41,973 : INFO : EPOCH 9 - PROGRESS: at 40.88% examples, 662671 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:42,983 : INFO : EPOCH 9 - PROGRESS: at 41.16% examples, 662179 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:43,994 : INFO : EPOCH 9 - PROGRESS: at 41.41% examples, 661680 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:44,998 : INFO : EPOCH 9 - PROGRESS: at 41.75% examples, 662021 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:46,019 : INFO : EPOCH 9 - PROGRESS: at 42.09% examples, 662464 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:47,026 : INFO : EPOCH 9 - PROGRESS: at 42.43% examples, 663041 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:48,031 : INFO : EPOCH 9 - PROGRESS: at 42.81% examples, 663504 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:49,038 : INFO : EPOCH 9 - PROGRESS: at 43.17% examples, 664004 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:50,050 : INFO : EPOCH 9 - PROGRESS: at 43.53% examples, 664445 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:51,051 : INFO : EPOCH 9 - PROGRESS: at 43.89% examples, 664902 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:03:52,059 : INFO : EPOCH 9 - PROGRESS: at 44.27% examples, 665321 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:53,060 : INFO : EPOCH 9 - PROGRESS: at 44.66% examples, 665770 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:54,063 : INFO : EPOCH 9 - PROGRESS: at 45.03% examples, 666186 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:55,081 : INFO : EPOCH 9 - PROGRESS: at 45.40% examples, 666602 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:56,083 : INFO : EPOCH 9 - PROGRESS: at 45.76% examples, 667034 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:57,095 : INFO : EPOCH 9 - PROGRESS: at 46.11% examples, 667372 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:58,106 : INFO : EPOCH 9 - PROGRESS: at 46.46% examples, 667752 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:03:59,115 : INFO : EPOCH 9 - PROGRESS: at 46.81% examples, 668140 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:00,124 : INFO : EPOCH 9 - PROGRESS: at 47.15% examples, 668479 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:01,136 : INFO : EPOCH 9 - PROGRESS: at 47.49% examples, 668916 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:02,142 : INFO : EPOCH 9 - PROGRESS: at 47.85% examples, 669337 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:03,145 : INFO : EPOCH 9 - PROGRESS: at 48.22% examples, 669672 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:04,170 : INFO : EPOCH 9 - PROGRESS: at 48.56% examples, 670035 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:05,174 : INFO : EPOCH 9 - PROGRESS: at 48.89% examples, 670518 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:06,180 : INFO : EPOCH 9 - PROGRESS: at 49.24% examples, 670918 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:07,183 : INFO : EPOCH 9 - PROGRESS: at 49.61% examples, 671324 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:08,198 : INFO : EPOCH 9 - PROGRESS: at 49.93% examples, 671678 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:09,200 : INFO : EPOCH 9 - PROGRESS: at 50.33% examples, 672082 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:10,213 : INFO : EPOCH 9 - PROGRESS: at 50.64% examples, 672458 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:11,227 : INFO : EPOCH 9 - PROGRESS: at 51.02% examples, 672766 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:12,234 : INFO : EPOCH 9 - PROGRESS: at 51.36% examples, 673162 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:13,260 : INFO : EPOCH 9 - PROGRESS: at 51.70% examples, 673495 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:14,266 : INFO : EPOCH 9 - PROGRESS: at 52.06% examples, 673896 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:15,286 : INFO : EPOCH 9 - PROGRESS: at 52.43% examples, 674201 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:16,286 : INFO : EPOCH 9 - PROGRESS: at 52.79% examples, 674526 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:17,296 : INFO : EPOCH 9 - PROGRESS: at 53.17% examples, 674880 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:18,311 : INFO : EPOCH 9 - PROGRESS: at 53.52% examples, 675223 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:19,326 : INFO : EPOCH 9 - PROGRESS: at 53.88% examples, 675527 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:20,328 : INFO : EPOCH 9 - PROGRESS: at 54.20% examples, 675849 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:21,340 : INFO : EPOCH 9 - PROGRESS: at 54.53% examples, 676176 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:22,349 : INFO : EPOCH 9 - PROGRESS: at 54.89% examples, 676466 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:23,350 : INFO : EPOCH 9 - PROGRESS: at 55.22% examples, 676797 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:24,359 : INFO : EPOCH 9 - PROGRESS: at 55.57% examples, 677055 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:25,361 : INFO : EPOCH 9 - PROGRESS: at 55.92% examples, 677351 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:26,361 : INFO : EPOCH 9 - PROGRESS: at 56.29% examples, 677583 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:27,369 : INFO : EPOCH 9 - PROGRESS: at 56.61% examples, 677961 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:28,389 : INFO : EPOCH 9 - PROGRESS: at 56.97% examples, 678182 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:29,393 : INFO : EPOCH 9 - PROGRESS: at 57.32% examples, 678451 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:30,393 : INFO : EPOCH 9 - PROGRESS: at 57.67% examples, 678758 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:31,407 : INFO : EPOCH 9 - PROGRESS: at 58.03% examples, 679027 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:32,410 : INFO : EPOCH 9 - PROGRESS: at 58.38% examples, 679314 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:33,415 : INFO : EPOCH 9 - PROGRESS: at 58.72% examples, 679695 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:34,421 : INFO : EPOCH 9 - PROGRESS: at 59.07% examples, 679991 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:35,428 : INFO : EPOCH 9 - PROGRESS: at 59.43% examples, 680212 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:36,436 : INFO : EPOCH 9 - PROGRESS: at 59.76% examples, 680516 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:37,437 : INFO : EPOCH 9 - PROGRESS: at 60.12% examples, 680791 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:38,444 : INFO : EPOCH 9 - PROGRESS: at 60.45% examples, 681043 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:04:39,451 : INFO : EPOCH 9 - PROGRESS: at 60.81% examples, 681237 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:40,465 : INFO : EPOCH 9 - PROGRESS: at 61.18% examples, 681506 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:41,478 : INFO : EPOCH 9 - PROGRESS: at 61.55% examples, 681751 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:42,484 : INFO : EPOCH 9 - PROGRESS: at 61.89% examples, 682014 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:04:43,489 : INFO : EPOCH 9 - PROGRESS: at 62.22% examples, 682288 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:44,500 : INFO : EPOCH 9 - PROGRESS: at 62.57% examples, 682451 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:45,505 : INFO : EPOCH 9 - PROGRESS: at 62.91% examples, 682697 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:46,510 : INFO : EPOCH 9 - PROGRESS: at 63.28% examples, 682952 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:47,531 : INFO : EPOCH 9 - PROGRESS: at 63.64% examples, 683082 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:48,545 : INFO : EPOCH 9 - PROGRESS: at 63.98% examples, 683363 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:49,556 : INFO : EPOCH 9 - PROGRESS: at 64.33% examples, 683536 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:50,571 : INFO : EPOCH 9 - PROGRESS: at 64.67% examples, 683752 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:51,573 : INFO : EPOCH 9 - PROGRESS: at 65.03% examples, 683959 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:52,580 : INFO : EPOCH 9 - PROGRESS: at 65.37% examples, 684220 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:53,595 : INFO : EPOCH 9 - PROGRESS: at 65.71% examples, 684410 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:04:54,616 : INFO : EPOCH 9 - PROGRESS: at 66.07% examples, 684630 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:55,643 : INFO : EPOCH 9 - PROGRESS: at 66.43% examples, 684878 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:56,648 : INFO : EPOCH 9 - PROGRESS: at 66.79% examples, 685091 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:57,655 : INFO : EPOCH 9 - PROGRESS: at 67.13% examples, 685337 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:58,661 : INFO : EPOCH 9 - PROGRESS: at 67.47% examples, 685551 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:04:59,682 : INFO : EPOCH 9 - PROGRESS: at 67.79% examples, 685786 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:00,690 : INFO : EPOCH 9 - PROGRESS: at 68.15% examples, 686024 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:01,693 : INFO : EPOCH 9 - PROGRESS: at 68.51% examples, 686237 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:05:02,697 : INFO : EPOCH 9 - PROGRESS: at 68.85% examples, 686430 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:03,700 : INFO : EPOCH 9 - PROGRESS: at 69.21% examples, 686608 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:04,714 : INFO : EPOCH 9 - PROGRESS: at 69.58% examples, 686802 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:05,719 : INFO : EPOCH 9 - PROGRESS: at 69.93% examples, 687044 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:06,727 : INFO : EPOCH 9 - PROGRESS: at 70.30% examples, 687250 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:07,731 : INFO : EPOCH 9 - PROGRESS: at 70.66% examples, 687432 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:08,731 : INFO : EPOCH 9 - PROGRESS: at 71.01% examples, 687598 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:09,739 : INFO : EPOCH 9 - PROGRESS: at 71.36% examples, 687776 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:10,740 : INFO : EPOCH 9 - PROGRESS: at 71.70% examples, 688032 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:11,758 : INFO : EPOCH 9 - PROGRESS: at 72.05% examples, 688155 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:05:12,762 : INFO : EPOCH 9 - PROGRESS: at 72.39% examples, 688435 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:13,765 : INFO : EPOCH 9 - PROGRESS: at 72.74% examples, 688577 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:14,777 : INFO : EPOCH 9 - PROGRESS: at 73.08% examples, 688756 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:05:15,785 : INFO : EPOCH 9 - PROGRESS: at 73.44% examples, 688919 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:16,787 : INFO : EPOCH 9 - PROGRESS: at 73.82% examples, 689090 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:17,794 : INFO : EPOCH 9 - PROGRESS: at 74.20% examples, 689258 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:18,799 : INFO : EPOCH 9 - PROGRESS: at 74.53% examples, 689445 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:19,806 : INFO : EPOCH 9 - PROGRESS: at 74.88% examples, 689604 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:20,811 : INFO : EPOCH 9 - PROGRESS: at 75.26% examples, 689753 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:21,820 : INFO : EPOCH 9 - PROGRESS: at 75.58% examples, 689933 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:22,835 : INFO : EPOCH 9 - PROGRESS: at 75.90% examples, 690141 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:23,843 : INFO : EPOCH 9 - PROGRESS: at 76.25% examples, 690320 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:24,851 : INFO : EPOCH 9 - PROGRESS: at 76.58% examples, 690497 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:05:25,862 : INFO : EPOCH 9 - PROGRESS: at 76.93% examples, 690623 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:26,863 : INFO : EPOCH 9 - PROGRESS: at 77.27% examples, 690841 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:27,864 : INFO : EPOCH 9 - PROGRESS: at 77.61% examples, 691015 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:28,879 : INFO : EPOCH 9 - PROGRESS: at 77.96% examples, 691164 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:29,881 : INFO : EPOCH 9 - PROGRESS: at 78.34% examples, 691354 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:30,889 : INFO : EPOCH 9 - PROGRESS: at 78.71% examples, 691501 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:31,906 : INFO : EPOCH 9 - PROGRESS: at 79.06% examples, 691637 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:32,917 : INFO : EPOCH 9 - PROGRESS: at 79.42% examples, 691751 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:33,924 : INFO : EPOCH 9 - PROGRESS: at 79.74% examples, 691962 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:34,930 : INFO : EPOCH 9 - PROGRESS: at 80.08% examples, 692093 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:35,936 : INFO : EPOCH 9 - PROGRESS: at 80.43% examples, 692227 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:36,958 : INFO : EPOCH 9 - PROGRESS: at 80.79% examples, 692353 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:37,963 : INFO : EPOCH 9 - PROGRESS: at 81.14% examples, 692524 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:38,968 : INFO : EPOCH 9 - PROGRESS: at 81.51% examples, 692645 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:39,979 : INFO : EPOCH 9 - PROGRESS: at 81.87% examples, 692745 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:05:40,982 : INFO : EPOCH 9 - PROGRESS: at 82.22% examples, 692875 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:41,987 : INFO : EPOCH 9 - PROGRESS: at 82.59% examples, 693012 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:05:42,991 : INFO : EPOCH 9 - PROGRESS: at 82.94% examples, 693186 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:44,010 : INFO : EPOCH 9 - PROGRESS: at 83.30% examples, 693312 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:45,011 : INFO : EPOCH 9 - PROGRESS: at 83.64% examples, 693443 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:46,023 : INFO : EPOCH 9 - PROGRESS: at 84.00% examples, 693575 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:47,026 : INFO : EPOCH 9 - PROGRESS: at 84.35% examples, 693739 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:48,037 : INFO : EPOCH 9 - PROGRESS: at 84.68% examples, 693821 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:49,050 : INFO : EPOCH 9 - PROGRESS: at 85.05% examples, 693974 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:05:50,050 : INFO : EPOCH 9 - PROGRESS: at 85.39% examples, 694147 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:51,052 : INFO : EPOCH 9 - PROGRESS: at 85.74% examples, 694295 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:05:52,058 : INFO : EPOCH 9 - PROGRESS: at 86.06% examples, 694454 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:53,058 : INFO : EPOCH 9 - PROGRESS: at 86.40% examples, 694626 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:54,060 : INFO : EPOCH 9 - PROGRESS: at 86.73% examples, 694778 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:55,063 : INFO : EPOCH 9 - PROGRESS: at 87.07% examples, 694901 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:56,068 : INFO : EPOCH 9 - PROGRESS: at 87.45% examples, 694997 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:57,083 : INFO : EPOCH 9 - PROGRESS: at 87.83% examples, 695074 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:58,090 : INFO : EPOCH 9 - PROGRESS: at 88.16% examples, 695190 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:05:59,103 : INFO : EPOCH 9 - PROGRESS: at 88.49% examples, 695286 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:00,105 : INFO : EPOCH 9 - PROGRESS: at 88.82% examples, 695483 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:01,106 : INFO : EPOCH 9 - PROGRESS: at 89.17% examples, 695591 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:02,109 : INFO : EPOCH 9 - PROGRESS: at 89.53% examples, 695659 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:03,118 : INFO : EPOCH 9 - PROGRESS: at 89.85% examples, 695819 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:04,120 : INFO : EPOCH 9 - PROGRESS: at 90.23% examples, 695886 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:05,137 : INFO : EPOCH 9 - PROGRESS: at 90.58% examples, 696035 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:06,148 : INFO : EPOCH 9 - PROGRESS: at 90.92% examples, 696142 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:07,161 : INFO : EPOCH 9 - PROGRESS: at 91.29% examples, 696246 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:08,165 : INFO : EPOCH 9 - PROGRESS: at 91.63% examples, 696365 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:09,168 : INFO : EPOCH 9 - PROGRESS: at 91.96% examples, 696476 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:10,169 : INFO : EPOCH 9 - PROGRESS: at 92.32% examples, 696587 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:11,171 : INFO : EPOCH 9 - PROGRESS: at 92.66% examples, 696686 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:12,173 : INFO : EPOCH 9 - PROGRESS: at 93.01% examples, 696781 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:13,179 : INFO : EPOCH 9 - PROGRESS: at 93.35% examples, 696887 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:14,180 : INFO : EPOCH 9 - PROGRESS: at 93.70% examples, 697058 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:15,181 : INFO : EPOCH 9 - PROGRESS: at 94.03% examples, 697174 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:06:16,182 : INFO : EPOCH 9 - PROGRESS: at 94.38% examples, 697283 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:17,195 : INFO : EPOCH 9 - PROGRESS: at 94.72% examples, 697397 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:18,197 : INFO : EPOCH 9 - PROGRESS: at 95.10% examples, 697479 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:19,206 : INFO : EPOCH 9 - PROGRESS: at 95.44% examples, 697517 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:20,209 : INFO : EPOCH 9 - PROGRESS: at 95.76% examples, 697546 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:21,217 : INFO : EPOCH 9 - PROGRESS: at 96.08% examples, 697549 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:22,225 : INFO : EPOCH 9 - PROGRESS: at 96.41% examples, 697525 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:23,259 : INFO : EPOCH 9 - PROGRESS: at 96.76% examples, 697271 words/s, in_qsize 8, out_qsize 1
2020-07-24 15:06:24,260 : INFO : EPOCH 9 - PROGRESS: at 97.05% examples, 696954 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:25,269 : INFO : EPOCH 9 - PROGRESS: at 97.41% examples, 697069 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:06:26,270 : INFO : EPOCH 9 - PROGRESS: at 97.78% examples, 697152 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:27,278 : INFO : EPOCH 9 - PROGRESS: at 98.13% examples, 697236 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:28,288 : INFO : EPOCH 9 - PROGRESS: at 98.47% examples, 697344 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:29,304 : INFO : EPOCH 9 - PROGRESS: at 98.86% examples, 697395 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:30,318 : INFO : EPOCH 9 - PROGRESS: at 99.20% examples, 697527 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:31,331 : INFO : EPOCH 9 - PROGRESS: at 99.57% examples, 697627 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:32,336 : INFO : EPOCH 9 - PROGRESS: at 99.90% examples, 697701 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:32,545 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 15:06:32,554 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 15:06:32,557 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 15:06:32,566 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 15:06:32,566 : INFO : EPOCH - 9 : training on 268191231 raw words (208347205 effective words) took 298.6s, 697743 effective words/s
2020-07-24 15:06:33,570 : INFO : EPOCH 10 - PROGRESS: at 0.36% examples, 705953 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:06:34,576 : INFO : EPOCH 10 - PROGRESS: at 0.70% examples, 717443 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:35,579 : INFO : EPOCH 10 - PROGRESS: at 1.06% examples, 723458 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:36,599 : INFO : EPOCH 10 - PROGRESS: at 1.44% examples, 722481 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:06:37,605 : INFO : EPOCH 10 - PROGRESS: at 1.79% examples, 725130 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:38,608 : INFO : EPOCH 10 - PROGRESS: at 2.13% examples, 725714 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:39,612 : INFO : EPOCH 10 - PROGRESS: at 2.47% examples, 727046 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:40,616 : INFO : EPOCH 10 - PROGRESS: at 2.83% examples, 726843 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:41,617 : INFO : EPOCH 10 - PROGRESS: at 3.18% examples, 726764 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:42,625 : INFO : EPOCH 10 - PROGRESS: at 3.51% examples, 728137 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:43,626 : INFO : EPOCH 10 - PROGRESS: at 3.87% examples, 729092 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:44,635 : INFO : EPOCH 10 - PROGRESS: at 4.21% examples, 727769 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:45,645 : INFO : EPOCH 10 - PROGRESS: at 4.58% examples, 727399 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:46,653 : INFO : EPOCH 10 - PROGRESS: at 4.93% examples, 727200 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:47,662 : INFO : EPOCH 10 - PROGRESS: at 5.31% examples, 726259 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:48,673 : INFO : EPOCH 10 - PROGRESS: at 5.68% examples, 726772 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:49,677 : INFO : EPOCH 10 - PROGRESS: at 6.02% examples, 727225 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:50,680 : INFO : EPOCH 10 - PROGRESS: at 6.34% examples, 727896 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:51,697 : INFO : EPOCH 10 - PROGRESS: at 6.69% examples, 728263 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:52,707 : INFO : EPOCH 10 - PROGRESS: at 7.05% examples, 728219 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:53,708 : INFO : EPOCH 10 - PROGRESS: at 7.41% examples, 728604 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:54,710 : INFO : EPOCH 10 - PROGRESS: at 7.76% examples, 728746 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:55,718 : INFO : EPOCH 10 - PROGRESS: at 8.12% examples, 728296 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:56,724 : INFO : EPOCH 10 - PROGRESS: at 8.45% examples, 728625 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:57,728 : INFO : EPOCH 10 - PROGRESS: at 8.80% examples, 728803 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:58,738 : INFO : EPOCH 10 - PROGRESS: at 9.16% examples, 728935 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:06:59,750 : INFO : EPOCH 10 - PROGRESS: at 9.48% examples, 729637 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:00,764 : INFO : EPOCH 10 - PROGRESS: at 9.85% examples, 729395 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:01,771 : INFO : EPOCH 10 - PROGRESS: at 10.22% examples, 729090 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:02,773 : INFO : EPOCH 10 - PROGRESS: at 10.57% examples, 729363 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:03,779 : INFO : EPOCH 10 - PROGRESS: at 10.93% examples, 729529 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:04,783 : INFO : EPOCH 10 - PROGRESS: at 11.28% examples, 729729 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:05,786 : INFO : EPOCH 10 - PROGRESS: at 11.64% examples, 729597 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:06,794 : INFO : EPOCH 10 - PROGRESS: at 12.00% examples, 729789 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:07,795 : INFO : EPOCH 10 - PROGRESS: at 12.35% examples, 729637 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:08,802 : INFO : EPOCH 10 - PROGRESS: at 12.72% examples, 729617 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:09,803 : INFO : EPOCH 10 - PROGRESS: at 13.07% examples, 729716 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:10,804 : INFO : EPOCH 10 - PROGRESS: at 13.41% examples, 729560 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:11,807 : INFO : EPOCH 10 - PROGRESS: at 13.77% examples, 729934 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:12,818 : INFO : EPOCH 10 - PROGRESS: at 14.13% examples, 729933 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:13,836 : INFO : EPOCH 10 - PROGRESS: at 14.48% examples, 729767 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:14,837 : INFO : EPOCH 10 - PROGRESS: at 14.83% examples, 730001 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:15,838 : INFO : EPOCH 10 - PROGRESS: at 15.18% examples, 729969 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:16,842 : INFO : EPOCH 10 - PROGRESS: at 15.53% examples, 729870 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:17,852 : INFO : EPOCH 10 - PROGRESS: at 15.89% examples, 729902 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:18,862 : INFO : EPOCH 10 - PROGRESS: at 16.27% examples, 729870 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:19,876 : INFO : EPOCH 10 - PROGRESS: at 16.62% examples, 729594 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:20,884 : INFO : EPOCH 10 - PROGRESS: at 16.99% examples, 729545 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:21,886 : INFO : EPOCH 10 - PROGRESS: at 17.36% examples, 729732 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:22,888 : INFO : EPOCH 10 - PROGRESS: at 17.72% examples, 729578 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:23,892 : INFO : EPOCH 10 - PROGRESS: at 18.07% examples, 729634 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:24,895 : INFO : EPOCH 10 - PROGRESS: at 18.39% examples, 729849 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:25,897 : INFO : EPOCH 10 - PROGRESS: at 18.73% examples, 729974 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:26,897 : INFO : EPOCH 10 - PROGRESS: at 19.07% examples, 730023 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:27,908 : INFO : EPOCH 10 - PROGRESS: at 19.40% examples, 730076 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:28,913 : INFO : EPOCH 10 - PROGRESS: at 19.75% examples, 730033 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:29,913 : INFO : EPOCH 10 - PROGRESS: at 20.11% examples, 730192 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:30,914 : INFO : EPOCH 10 - PROGRESS: at 20.46% examples, 730026 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:31,917 : INFO : EPOCH 10 - PROGRESS: at 20.84% examples, 730231 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:07:32,919 : INFO : EPOCH 10 - PROGRESS: at 21.17% examples, 730198 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:33,939 : INFO : EPOCH 10 - PROGRESS: at 21.53% examples, 730029 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:34,954 : INFO : EPOCH 10 - PROGRESS: at 21.86% examples, 730042 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:35,957 : INFO : EPOCH 10 - PROGRESS: at 22.23% examples, 730067 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:36,965 : INFO : EPOCH 10 - PROGRESS: at 22.57% examples, 729911 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:07:37,970 : INFO : EPOCH 10 - PROGRESS: at 22.93% examples, 729968 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:38,977 : INFO : EPOCH 10 - PROGRESS: at 23.27% examples, 729964 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:39,993 : INFO : EPOCH 10 - PROGRESS: at 23.63% examples, 729821 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:41,002 : INFO : EPOCH 10 - PROGRESS: at 23.99% examples, 729944 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:42,004 : INFO : EPOCH 10 - PROGRESS: at 24.37% examples, 729887 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:43,012 : INFO : EPOCH 10 - PROGRESS: at 24.73% examples, 729719 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:44,015 : INFO : EPOCH 10 - PROGRESS: at 25.06% examples, 729766 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:45,019 : INFO : EPOCH 10 - PROGRESS: at 25.43% examples, 729590 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:46,024 : INFO : EPOCH 10 - PROGRESS: at 25.79% examples, 729597 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:47,037 : INFO : EPOCH 10 - PROGRESS: at 26.13% examples, 729787 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:07:48,038 : INFO : EPOCH 10 - PROGRESS: at 26.47% examples, 729777 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:49,039 : INFO : EPOCH 10 - PROGRESS: at 26.82% examples, 729680 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:50,043 : INFO : EPOCH 10 - PROGRESS: at 27.17% examples, 729827 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:51,045 : INFO : EPOCH 10 - PROGRESS: at 27.52% examples, 729767 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:52,053 : INFO : EPOCH 10 - PROGRESS: at 27.88% examples, 729813 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:53,056 : INFO : EPOCH 10 - PROGRESS: at 28.23% examples, 729861 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:54,062 : INFO : EPOCH 10 - PROGRESS: at 28.59% examples, 729790 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:55,064 : INFO : EPOCH 10 - PROGRESS: at 28.94% examples, 729864 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:56,085 : INFO : EPOCH 10 - PROGRESS: at 29.29% examples, 729739 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:07:57,106 : INFO : EPOCH 10 - PROGRESS: at 29.67% examples, 729612 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:58,122 : INFO : EPOCH 10 - PROGRESS: at 30.03% examples, 729613 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:07:59,127 : INFO : EPOCH 10 - PROGRESS: at 30.40% examples, 729627 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:00,134 : INFO : EPOCH 10 - PROGRESS: at 30.77% examples, 729559 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:01,147 : INFO : EPOCH 10 - PROGRESS: at 31.10% examples, 729537 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:02,155 : INFO : EPOCH 10 - PROGRESS: at 31.47% examples, 729487 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:03,169 : INFO : EPOCH 10 - PROGRESS: at 31.83% examples, 729446 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:04,171 : INFO : EPOCH 10 - PROGRESS: at 32.17% examples, 729551 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:05,174 : INFO : EPOCH 10 - PROGRESS: at 32.53% examples, 729472 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:06,176 : INFO : EPOCH 10 - PROGRESS: at 32.90% examples, 729390 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:07,182 : INFO : EPOCH 10 - PROGRESS: at 33.25% examples, 729418 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:08,185 : INFO : EPOCH 10 - PROGRESS: at 33.59% examples, 729519 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:09,189 : INFO : EPOCH 10 - PROGRESS: at 33.98% examples, 729478 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:10,190 : INFO : EPOCH 10 - PROGRESS: at 34.35% examples, 729432 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:11,208 : INFO : EPOCH 10 - PROGRESS: at 34.69% examples, 729509 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:12,216 : INFO : EPOCH 10 - PROGRESS: at 35.03% examples, 729536 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:13,219 : INFO : EPOCH 10 - PROGRESS: at 35.39% examples, 729503 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:14,228 : INFO : EPOCH 10 - PROGRESS: at 35.75% examples, 729446 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:15,233 : INFO : EPOCH 10 - PROGRESS: at 36.10% examples, 729505 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:16,243 : INFO : EPOCH 10 - PROGRESS: at 36.45% examples, 729502 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:17,250 : INFO : EPOCH 10 - PROGRESS: at 36.80% examples, 729501 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:18,251 : INFO : EPOCH 10 - PROGRESS: at 37.17% examples, 729435 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:19,257 : INFO : EPOCH 10 - PROGRESS: at 37.52% examples, 729336 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:20,261 : INFO : EPOCH 10 - PROGRESS: at 37.87% examples, 729393 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:21,262 : INFO : EPOCH 10 - PROGRESS: at 38.23% examples, 729400 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:22,271 : INFO : EPOCH 10 - PROGRESS: at 38.59% examples, 729289 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:23,285 : INFO : EPOCH 10 - PROGRESS: at 38.93% examples, 729333 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:24,288 : INFO : EPOCH 10 - PROGRESS: at 39.28% examples, 729280 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:25,294 : INFO : EPOCH 10 - PROGRESS: at 39.63% examples, 729308 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:26,302 : INFO : EPOCH 10 - PROGRESS: at 39.98% examples, 729362 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:27,303 : INFO : EPOCH 10 - PROGRESS: at 40.36% examples, 729312 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:28,305 : INFO : EPOCH 10 - PROGRESS: at 40.70% examples, 729354 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:29,315 : INFO : EPOCH 10 - PROGRESS: at 41.03% examples, 729509 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:30,326 : INFO : EPOCH 10 - PROGRESS: at 41.35% examples, 729610 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:31,329 : INFO : EPOCH 10 - PROGRESS: at 41.71% examples, 729536 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:32,336 : INFO : EPOCH 10 - PROGRESS: at 42.05% examples, 729629 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:33,346 : INFO : EPOCH 10 - PROGRESS: at 42.39% examples, 729580 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:34,351 : INFO : EPOCH 10 - PROGRESS: at 42.76% examples, 729603 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:35,352 : INFO : EPOCH 10 - PROGRESS: at 43.12% examples, 729630 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:36,361 : INFO : EPOCH 10 - PROGRESS: at 43.48% examples, 729587 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:37,364 : INFO : EPOCH 10 - PROGRESS: at 43.84% examples, 729573 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:08:38,367 : INFO : EPOCH 10 - PROGRESS: at 44.23% examples, 729633 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:39,383 : INFO : EPOCH 10 - PROGRESS: at 44.61% examples, 729483 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:40,383 : INFO : EPOCH 10 - PROGRESS: at 44.99% examples, 729510 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:41,394 : INFO : EPOCH 10 - PROGRESS: at 45.35% examples, 729448 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:42,401 : INFO : EPOCH 10 - PROGRESS: at 45.71% examples, 729394 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:43,420 : INFO : EPOCH 10 - PROGRESS: at 46.07% examples, 729351 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:44,434 : INFO : EPOCH 10 - PROGRESS: at 46.44% examples, 729404 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:45,442 : INFO : EPOCH 10 - PROGRESS: at 46.78% examples, 729357 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:46,447 : INFO : EPOCH 10 - PROGRESS: at 47.14% examples, 729350 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:47,449 : INFO : EPOCH 10 - PROGRESS: at 47.46% examples, 729438 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:48,464 : INFO : EPOCH 10 - PROGRESS: at 47.81% examples, 729425 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:49,473 : INFO : EPOCH 10 - PROGRESS: at 48.19% examples, 729395 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:08:50,476 : INFO : EPOCH 10 - PROGRESS: at 48.54% examples, 729431 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:51,491 : INFO : EPOCH 10 - PROGRESS: at 48.87% examples, 729431 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:52,509 : INFO : EPOCH 10 - PROGRESS: at 49.22% examples, 729507 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:53,521 : INFO : EPOCH 10 - PROGRESS: at 49.59% examples, 729463 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:54,525 : INFO : EPOCH 10 - PROGRESS: at 49.92% examples, 729537 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:55,538 : INFO : EPOCH 10 - PROGRESS: at 50.31% examples, 729496 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:56,541 : INFO : EPOCH 10 - PROGRESS: at 50.63% examples, 729579 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:57,547 : INFO : EPOCH 10 - PROGRESS: at 51.00% examples, 729537 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:58,548 : INFO : EPOCH 10 - PROGRESS: at 51.34% examples, 729591 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:08:59,549 : INFO : EPOCH 10 - PROGRESS: at 51.67% examples, 729527 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:00,558 : INFO : EPOCH 10 - PROGRESS: at 52.01% examples, 729328 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:01,576 : INFO : EPOCH 10 - PROGRESS: at 52.38% examples, 729116 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:02,599 : INFO : EPOCH 10 - PROGRESS: at 52.74% examples, 728922 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:03,604 : INFO : EPOCH 10 - PROGRESS: at 53.06% examples, 728365 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:04,605 : INFO : EPOCH 10 - PROGRESS: at 53.35% examples, 727522 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:05,615 : INFO : EPOCH 10 - PROGRESS: at 53.70% examples, 727464 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:09:06,639 : INFO : EPOCH 10 - PROGRESS: at 54.05% examples, 727507 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:07,651 : INFO : EPOCH 10 - PROGRESS: at 54.39% examples, 727569 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:08,658 : INFO : EPOCH 10 - PROGRESS: at 54.72% examples, 727552 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:09,667 : INFO : EPOCH 10 - PROGRESS: at 55.07% examples, 727630 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:10,670 : INFO : EPOCH 10 - PROGRESS: at 55.39% examples, 727692 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:11,673 : INFO : EPOCH 10 - PROGRESS: at 55.76% examples, 727659 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:12,674 : INFO : EPOCH 10 - PROGRESS: at 56.13% examples, 727660 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:13,678 : INFO : EPOCH 10 - PROGRESS: at 56.47% examples, 727696 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:14,678 : INFO : EPOCH 10 - PROGRESS: at 56.80% examples, 727675 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:15,681 : INFO : EPOCH 10 - PROGRESS: at 57.17% examples, 727747 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:16,685 : INFO : EPOCH 10 - PROGRESS: at 57.52% examples, 727624 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:17,686 : INFO : EPOCH 10 - PROGRESS: at 57.87% examples, 727749 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:18,693 : INFO : EPOCH 10 - PROGRESS: at 58.23% examples, 727740 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:19,697 : INFO : EPOCH 10 - PROGRESS: at 58.58% examples, 727757 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:09:20,700 : INFO : EPOCH 10 - PROGRESS: at 58.91% examples, 727811 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:21,710 : INFO : EPOCH 10 - PROGRESS: at 59.26% examples, 727778 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:22,711 : INFO : EPOCH 10 - PROGRESS: at 59.61% examples, 727811 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:09:23,726 : INFO : EPOCH 10 - PROGRESS: at 59.96% examples, 727872 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:24,727 : INFO : EPOCH 10 - PROGRESS: at 60.30% examples, 727836 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:25,733 : INFO : EPOCH 10 - PROGRESS: at 60.66% examples, 727896 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:26,745 : INFO : EPOCH 10 - PROGRESS: at 61.03% examples, 727845 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:27,754 : INFO : EPOCH 10 - PROGRESS: at 61.40% examples, 727863 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:28,767 : INFO : EPOCH 10 - PROGRESS: at 61.73% examples, 727843 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:29,774 : INFO : EPOCH 10 - PROGRESS: at 62.08% examples, 727858 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:30,776 : INFO : EPOCH 10 - PROGRESS: at 62.42% examples, 727874 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:31,776 : INFO : EPOCH 10 - PROGRESS: at 62.77% examples, 727973 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:09:32,783 : INFO : EPOCH 10 - PROGRESS: at 63.13% examples, 728003 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:33,789 : INFO : EPOCH 10 - PROGRESS: at 63.48% examples, 727938 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:09:34,791 : INFO : EPOCH 10 - PROGRESS: at 63.85% examples, 727943 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:35,807 : INFO : EPOCH 10 - PROGRESS: at 64.19% examples, 727950 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:36,819 : INFO : EPOCH 10 - PROGRESS: at 64.54% examples, 727955 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:37,822 : INFO : EPOCH 10 - PROGRESS: at 64.89% examples, 727971 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:38,823 : INFO : EPOCH 10 - PROGRESS: at 65.23% examples, 728006 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:39,825 : INFO : EPOCH 10 - PROGRESS: at 65.58% examples, 728080 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:40,845 : INFO : EPOCH 10 - PROGRESS: at 65.92% examples, 728085 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:41,854 : INFO : EPOCH 10 - PROGRESS: at 66.29% examples, 728091 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:09:42,858 : INFO : EPOCH 10 - PROGRESS: at 66.65% examples, 728211 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:43,874 : INFO : EPOCH 10 - PROGRESS: at 67.00% examples, 728208 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:44,880 : INFO : EPOCH 10 - PROGRESS: at 67.33% examples, 728272 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:45,883 : INFO : EPOCH 10 - PROGRESS: at 67.67% examples, 728276 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:46,883 : INFO : EPOCH 10 - PROGRESS: at 68.02% examples, 728332 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:09:47,897 : INFO : EPOCH 10 - PROGRESS: at 68.39% examples, 728321 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:48,899 : INFO : EPOCH 10 - PROGRESS: at 68.73% examples, 728313 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:49,911 : INFO : EPOCH 10 - PROGRESS: at 69.08% examples, 728347 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:50,923 : INFO : EPOCH 10 - PROGRESS: at 69.45% examples, 728358 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:51,930 : INFO : EPOCH 10 - PROGRESS: at 69.82% examples, 728369 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:52,953 : INFO : EPOCH 10 - PROGRESS: at 70.17% examples, 728387 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:09:53,958 : INFO : EPOCH 10 - PROGRESS: at 70.54% examples, 728458 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:54,967 : INFO : EPOCH 10 - PROGRESS: at 70.89% examples, 728453 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:55,970 : INFO : EPOCH 10 - PROGRESS: at 71.25% examples, 728445 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:56,994 : INFO : EPOCH 10 - PROGRESS: at 71.59% examples, 728439 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:58,000 : INFO : EPOCH 10 - PROGRESS: at 71.95% examples, 728498 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:09:59,007 : INFO : EPOCH 10 - PROGRESS: at 72.28% examples, 728521 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:00,011 : INFO : EPOCH 10 - PROGRESS: at 72.63% examples, 728548 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:01,012 : INFO : EPOCH 10 - PROGRESS: at 72.98% examples, 728575 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:02,020 : INFO : EPOCH 10 - PROGRESS: at 73.33% examples, 728560 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:10:03,024 : INFO : EPOCH 10 - PROGRESS: at 73.71% examples, 728499 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:10:04,025 : INFO : EPOCH 10 - PROGRESS: at 74.09% examples, 728508 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:05,025 : INFO : EPOCH 10 - PROGRESS: at 74.43% examples, 728488 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:06,026 : INFO : EPOCH 10 - PROGRESS: at 74.77% examples, 728553 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:07,031 : INFO : EPOCH 10 - PROGRESS: at 75.14% examples, 728542 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:08,036 : INFO : EPOCH 10 - PROGRESS: at 75.48% examples, 728566 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:09,040 : INFO : EPOCH 10 - PROGRESS: at 75.80% examples, 728524 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:10,047 : INFO : EPOCH 10 - PROGRESS: at 76.15% examples, 728571 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:11,073 : INFO : EPOCH 10 - PROGRESS: at 76.49% examples, 728621 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:12,074 : INFO : EPOCH 10 - PROGRESS: at 76.84% examples, 728649 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:10:13,077 : INFO : EPOCH 10 - PROGRESS: at 77.17% examples, 728645 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:14,088 : INFO : EPOCH 10 - PROGRESS: at 77.51% examples, 728617 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:15,093 : INFO : EPOCH 10 - PROGRESS: at 77.87% examples, 728666 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:16,095 : INFO : EPOCH 10 - PROGRESS: at 78.23% examples, 728617 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:17,097 : INFO : EPOCH 10 - PROGRESS: at 78.58% examples, 728623 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:18,108 : INFO : EPOCH 10 - PROGRESS: at 78.96% examples, 728607 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:19,116 : INFO : EPOCH 10 - PROGRESS: at 79.31% examples, 728628 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:10:20,117 : INFO : EPOCH 10 - PROGRESS: at 79.64% examples, 728646 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:10:21,126 : INFO : EPOCH 10 - PROGRESS: at 79.98% examples, 728682 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:22,133 : INFO : EPOCH 10 - PROGRESS: at 80.33% examples, 728729 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:23,143 : INFO : EPOCH 10 - PROGRESS: at 80.69% examples, 728705 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:24,145 : INFO : EPOCH 10 - PROGRESS: at 81.03% examples, 728611 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:25,146 : INFO : EPOCH 10 - PROGRESS: at 81.39% examples, 728601 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:26,155 : INFO : EPOCH 10 - PROGRESS: at 81.74% examples, 728634 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:27,156 : INFO : EPOCH 10 - PROGRESS: at 82.12% examples, 728627 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:28,176 : INFO : EPOCH 10 - PROGRESS: at 82.49% examples, 728625 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:29,177 : INFO : EPOCH 10 - PROGRESS: at 82.85% examples, 728659 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:30,178 : INFO : EPOCH 10 - PROGRESS: at 83.20% examples, 728683 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:31,184 : INFO : EPOCH 10 - PROGRESS: at 83.54% examples, 728680 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:32,196 : INFO : EPOCH 10 - PROGRESS: at 83.89% examples, 728671 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:33,203 : INFO : EPOCH 10 - PROGRESS: at 84.25% examples, 728686 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:34,206 : INFO : EPOCH 10 - PROGRESS: at 84.59% examples, 728701 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:35,207 : INFO : EPOCH 10 - PROGRESS: at 84.96% examples, 728724 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:36,208 : INFO : EPOCH 10 - PROGRESS: at 85.29% examples, 728772 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:37,221 : INFO : EPOCH 10 - PROGRESS: at 85.64% examples, 728734 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:38,222 : INFO : EPOCH 10 - PROGRESS: at 85.98% examples, 728813 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:39,242 : INFO : EPOCH 10 - PROGRESS: at 86.30% examples, 728822 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:40,244 : INFO : EPOCH 10 - PROGRESS: at 86.65% examples, 728851 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:41,255 : INFO : EPOCH 10 - PROGRESS: at 86.98% examples, 728861 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:42,267 : INFO : EPOCH 10 - PROGRESS: at 87.37% examples, 728829 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:43,271 : INFO : EPOCH 10 - PROGRESS: at 87.75% examples, 728812 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:44,280 : INFO : EPOCH 10 - PROGRESS: at 88.10% examples, 728827 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:45,285 : INFO : EPOCH 10 - PROGRESS: at 88.43% examples, 728806 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:46,288 : INFO : EPOCH 10 - PROGRESS: at 88.75% examples, 728845 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:47,310 : INFO : EPOCH 10 - PROGRESS: at 89.09% examples, 728827 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:10:48,314 : INFO : EPOCH 10 - PROGRESS: at 89.45% examples, 728836 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:49,314 : INFO : EPOCH 10 - PROGRESS: at 89.78% examples, 728886 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:50,331 : INFO : EPOCH 10 - PROGRESS: at 90.15% examples, 728845 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:51,332 : INFO : EPOCH 10 - PROGRESS: at 90.51% examples, 728825 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:52,342 : INFO : EPOCH 10 - PROGRESS: at 90.85% examples, 728847 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:53,353 : INFO : EPOCH 10 - PROGRESS: at 91.24% examples, 728864 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:54,357 : INFO : EPOCH 10 - PROGRESS: at 91.57% examples, 728906 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:55,359 : INFO : EPOCH 10 - PROGRESS: at 91.91% examples, 728893 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:56,370 : INFO : EPOCH 10 - PROGRESS: at 92.27% examples, 728897 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:57,378 : INFO : EPOCH 10 - PROGRESS: at 92.61% examples, 728887 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:58,381 : INFO : EPOCH 10 - PROGRESS: at 92.96% examples, 728899 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:10:59,382 : INFO : EPOCH 10 - PROGRESS: at 93.31% examples, 728919 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:00,386 : INFO : EPOCH 10 - PROGRESS: at 93.65% examples, 728901 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:01,398 : INFO : EPOCH 10 - PROGRESS: at 93.98% examples, 728889 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:02,400 : INFO : EPOCH 10 - PROGRESS: at 94.33% examples, 728903 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:03,401 : INFO : EPOCH 10 - PROGRESS: at 94.67% examples, 728879 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:04,411 : INFO : EPOCH 10 - PROGRESS: at 95.05% examples, 728852 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:05,413 : INFO : EPOCH 10 - PROGRESS: at 95.40% examples, 728851 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:06,431 : INFO : EPOCH 10 - PROGRESS: at 95.73% examples, 728854 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:07,438 : INFO : EPOCH 10 - PROGRESS: at 96.07% examples, 728891 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:11:08,455 : INFO : EPOCH 10 - PROGRESS: at 96.42% examples, 728899 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:09,461 : INFO : EPOCH 10 - PROGRESS: at 96.82% examples, 728895 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:11:10,462 : INFO : EPOCH 10 - PROGRESS: at 97.17% examples, 728880 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:11,464 : INFO : EPOCH 10 - PROGRESS: at 97.53% examples, 728876 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:12,469 : INFO : EPOCH 10 - PROGRESS: at 97.88% examples, 728897 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:13,482 : INFO : EPOCH 10 - PROGRESS: at 98.24% examples, 728858 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:11:14,486 : INFO : EPOCH 10 - PROGRESS: at 98.59% examples, 728884 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:15,493 : INFO : EPOCH 10 - PROGRESS: at 98.97% examples, 728821 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:11:16,495 : INFO : EPOCH 10 - PROGRESS: at 99.32% examples, 728855 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:17,509 : INFO : EPOCH 10 - PROGRESS: at 99.66% examples, 728840 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:18,400 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 15:11:18,402 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 15:11:18,403 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 15:11:18,417 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 15:11:18,418 : INFO : EPOCH - 10 : training on 268191231 raw words (208340141 effective words) took 285.8s, 728848 effective words/s
2020-07-24 15:11:19,433 : INFO : EPOCH 11 - PROGRESS: at 0.36% examples, 705485 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:20,434 : INFO : EPOCH 11 - PROGRESS: at 0.71% examples, 718922 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:21,438 : INFO : EPOCH 11 - PROGRESS: at 1.06% examples, 721845 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:22,441 : INFO : EPOCH 11 - PROGRESS: at 1.44% examples, 722337 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:23,452 : INFO : EPOCH 11 - PROGRESS: at 1.79% examples, 724199 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:24,467 : INFO : EPOCH 11 - PROGRESS: at 2.13% examples, 724667 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:25,469 : INFO : EPOCH 11 - PROGRESS: at 2.47% examples, 727352 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:26,476 : INFO : EPOCH 11 - PROGRESS: at 2.84% examples, 726915 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:27,484 : INFO : EPOCH 11 - PROGRESS: at 3.20% examples, 727798 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:28,487 : INFO : EPOCH 11 - PROGRESS: at 3.53% examples, 729495 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:29,499 : INFO : EPOCH 11 - PROGRESS: at 3.89% examples, 729613 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:30,516 : INFO : EPOCH 11 - PROGRESS: at 4.23% examples, 728594 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:11:31,525 : INFO : EPOCH 11 - PROGRESS: at 4.60% examples, 728777 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:32,526 : INFO : EPOCH 11 - PROGRESS: at 4.97% examples, 728982 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:33,527 : INFO : EPOCH 11 - PROGRESS: at 5.32% examples, 728540 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:34,530 : INFO : EPOCH 11 - PROGRESS: at 5.69% examples, 728362 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:35,532 : INFO : EPOCH 11 - PROGRESS: at 6.03% examples, 728268 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:36,542 : INFO : EPOCH 11 - PROGRESS: at 6.36% examples, 729287 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:11:37,544 : INFO : EPOCH 11 - PROGRESS: at 6.70% examples, 729729 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:38,548 : INFO : EPOCH 11 - PROGRESS: at 7.06% examples, 729678 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:39,570 : INFO : EPOCH 11 - PROGRESS: at 7.42% examples, 729256 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:11:40,577 : INFO : EPOCH 11 - PROGRESS: at 7.76% examples, 728207 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:41,584 : INFO : EPOCH 11 - PROGRESS: at 8.11% examples, 727030 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:11:42,594 : INFO : EPOCH 11 - PROGRESS: at 8.43% examples, 725945 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:43,603 : INFO : EPOCH 11 - PROGRESS: at 8.75% examples, 723869 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:44,605 : INFO : EPOCH 11 - PROGRESS: at 9.05% examples, 718479 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:45,611 : INFO : EPOCH 11 - PROGRESS: at 9.36% examples, 718618 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:46,616 : INFO : EPOCH 11 - PROGRESS: at 9.71% examples, 719136 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:47,618 : INFO : EPOCH 11 - PROGRESS: at 10.08% examples, 719510 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:48,619 : INFO : EPOCH 11 - PROGRESS: at 10.43% examples, 719885 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:49,634 : INFO : EPOCH 11 - PROGRESS: at 10.79% examples, 720230 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:50,642 : INFO : EPOCH 11 - PROGRESS: at 11.16% examples, 720726 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:51,652 : INFO : EPOCH 11 - PROGRESS: at 11.51% examples, 721046 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:52,657 : INFO : EPOCH 11 - PROGRESS: at 11.85% examples, 721302 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:53,659 : INFO : EPOCH 11 - PROGRESS: at 12.21% examples, 721360 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:54,665 : INFO : EPOCH 11 - PROGRESS: at 12.59% examples, 721852 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:55,677 : INFO : EPOCH 11 - PROGRESS: at 12.94% examples, 721973 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:56,680 : INFO : EPOCH 11 - PROGRESS: at 13.28% examples, 722376 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:57,690 : INFO : EPOCH 11 - PROGRESS: at 13.64% examples, 722485 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:58,695 : INFO : EPOCH 11 - PROGRESS: at 14.01% examples, 723251 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:11:59,698 : INFO : EPOCH 11 - PROGRESS: at 14.36% examples, 723249 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:00,710 : INFO : EPOCH 11 - PROGRESS: at 14.71% examples, 723281 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:01,721 : INFO : EPOCH 11 - PROGRESS: at 15.07% examples, 723391 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:02,722 : INFO : EPOCH 11 - PROGRESS: at 15.41% examples, 723566 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:03,738 : INFO : EPOCH 11 - PROGRESS: at 15.77% examples, 723738 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:04,760 : INFO : EPOCH 11 - PROGRESS: at 16.14% examples, 723899 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:05,773 : INFO : EPOCH 11 - PROGRESS: at 16.52% examples, 723949 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:06,775 : INFO : EPOCH 11 - PROGRESS: at 16.87% examples, 723925 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:07,785 : INFO : EPOCH 11 - PROGRESS: at 17.23% examples, 724183 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:08,787 : INFO : EPOCH 11 - PROGRESS: at 17.59% examples, 724423 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:09,787 : INFO : EPOCH 11 - PROGRESS: at 17.96% examples, 724447 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:10,788 : INFO : EPOCH 11 - PROGRESS: at 18.28% examples, 724657 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:11,788 : INFO : EPOCH 11 - PROGRESS: at 18.63% examples, 724745 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:12,790 : INFO : EPOCH 11 - PROGRESS: at 18.97% examples, 724999 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:13,791 : INFO : EPOCH 11 - PROGRESS: at 19.29% examples, 725305 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:14,795 : INFO : EPOCH 11 - PROGRESS: at 19.64% examples, 725636 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:15,816 : INFO : EPOCH 11 - PROGRESS: at 20.01% examples, 725709 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:16,823 : INFO : EPOCH 11 - PROGRESS: at 20.37% examples, 725756 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:17,823 : INFO : EPOCH 11 - PROGRESS: at 20.72% examples, 725799 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:18,826 : INFO : EPOCH 11 - PROGRESS: at 21.07% examples, 725856 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:19,829 : INFO : EPOCH 11 - PROGRESS: at 21.42% examples, 726031 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:20,830 : INFO : EPOCH 11 - PROGRESS: at 21.75% examples, 725859 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:21,831 : INFO : EPOCH 11 - PROGRESS: at 22.11% examples, 725944 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:22,840 : INFO : EPOCH 11 - PROGRESS: at 22.46% examples, 725928 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:23,843 : INFO : EPOCH 11 - PROGRESS: at 22.80% examples, 726140 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:24,843 : INFO : EPOCH 11 - PROGRESS: at 23.17% examples, 726108 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:25,846 : INFO : EPOCH 11 - PROGRESS: at 23.51% examples, 726129 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:26,851 : INFO : EPOCH 11 - PROGRESS: at 23.87% examples, 726326 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:27,856 : INFO : EPOCH 11 - PROGRESS: at 24.23% examples, 726243 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:28,870 : INFO : EPOCH 11 - PROGRESS: at 24.60% examples, 726226 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:29,875 : INFO : EPOCH 11 - PROGRESS: at 24.95% examples, 726250 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:12:30,878 : INFO : EPOCH 11 - PROGRESS: at 25.31% examples, 726184 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:31,892 : INFO : EPOCH 11 - PROGRESS: at 25.68% examples, 726190 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:12:32,892 : INFO : EPOCH 11 - PROGRESS: at 26.02% examples, 726360 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:33,895 : INFO : EPOCH 11 - PROGRESS: at 26.34% examples, 726352 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:34,898 : INFO : EPOCH 11 - PROGRESS: at 26.70% examples, 726457 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:35,898 : INFO : EPOCH 11 - PROGRESS: at 27.05% examples, 726532 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:36,908 : INFO : EPOCH 11 - PROGRESS: at 27.40% examples, 726549 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:37,916 : INFO : EPOCH 11 - PROGRESS: at 27.75% examples, 726474 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:38,920 : INFO : EPOCH 11 - PROGRESS: at 28.12% examples, 726659 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:39,920 : INFO : EPOCH 11 - PROGRESS: at 28.47% examples, 726752 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:40,941 : INFO : EPOCH 11 - PROGRESS: at 28.84% examples, 726725 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:41,946 : INFO : EPOCH 11 - PROGRESS: at 29.18% examples, 726763 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:42,971 : INFO : EPOCH 11 - PROGRESS: at 29.53% examples, 726803 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:43,973 : INFO : EPOCH 11 - PROGRESS: at 29.91% examples, 726919 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:44,979 : INFO : EPOCH 11 - PROGRESS: at 30.29% examples, 726923 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:45,983 : INFO : EPOCH 11 - PROGRESS: at 30.64% examples, 726887 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:47,004 : INFO : EPOCH 11 - PROGRESS: at 31.00% examples, 726867 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:48,011 : INFO : EPOCH 11 - PROGRESS: at 31.34% examples, 727000 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:49,017 : INFO : EPOCH 11 - PROGRESS: at 31.73% examples, 726986 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:50,019 : INFO : EPOCH 11 - PROGRESS: at 32.07% examples, 726907 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:51,025 : INFO : EPOCH 11 - PROGRESS: at 32.40% examples, 727039 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:52,029 : INFO : EPOCH 11 - PROGRESS: at 32.77% examples, 726973 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:53,030 : INFO : EPOCH 11 - PROGRESS: at 33.15% examples, 727034 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:54,031 : INFO : EPOCH 11 - PROGRESS: at 33.49% examples, 727138 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:55,032 : INFO : EPOCH 11 - PROGRESS: at 33.85% examples, 727133 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:56,046 : INFO : EPOCH 11 - PROGRESS: at 34.23% examples, 727184 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:57,058 : INFO : EPOCH 11 - PROGRESS: at 34.59% examples, 727193 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:12:58,071 : INFO : EPOCH 11 - PROGRESS: at 34.92% examples, 727149 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:12:59,075 : INFO : EPOCH 11 - PROGRESS: at 35.27% examples, 727198 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:00,082 : INFO : EPOCH 11 - PROGRESS: at 35.63% examples, 727218 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:01,088 : INFO : EPOCH 11 - PROGRESS: at 35.99% examples, 727136 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:02,089 : INFO : EPOCH 11 - PROGRESS: at 36.34% examples, 727283 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:03,112 : INFO : EPOCH 11 - PROGRESS: at 36.69% examples, 727290 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:04,123 : INFO : EPOCH 11 - PROGRESS: at 37.07% examples, 727300 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:05,129 : INFO : EPOCH 11 - PROGRESS: at 37.42% examples, 727299 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:13:06,142 : INFO : EPOCH 11 - PROGRESS: at 37.77% examples, 727305 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:07,159 : INFO : EPOCH 11 - PROGRESS: at 38.12% examples, 727293 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:08,163 : INFO : EPOCH 11 - PROGRESS: at 38.50% examples, 727287 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:09,165 : INFO : EPOCH 11 - PROGRESS: at 38.85% examples, 727329 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:10,188 : INFO : EPOCH 11 - PROGRESS: at 39.19% examples, 727340 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:11,194 : INFO : EPOCH 11 - PROGRESS: at 39.54% examples, 727356 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:12,195 : INFO : EPOCH 11 - PROGRESS: at 39.89% examples, 727412 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:13,208 : INFO : EPOCH 11 - PROGRESS: at 40.24% examples, 727375 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:14,224 : INFO : EPOCH 11 - PROGRESS: at 40.62% examples, 727359 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:15,230 : INFO : EPOCH 11 - PROGRESS: at 40.95% examples, 727530 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:16,240 : INFO : EPOCH 11 - PROGRESS: at 41.28% examples, 727644 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:17,253 : INFO : EPOCH 11 - PROGRESS: at 41.64% examples, 727643 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:18,254 : INFO : EPOCH 11 - PROGRESS: at 41.96% examples, 727752 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:19,261 : INFO : EPOCH 11 - PROGRESS: at 42.31% examples, 727754 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:20,265 : INFO : EPOCH 11 - PROGRESS: at 42.68% examples, 727778 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:21,270 : INFO : EPOCH 11 - PROGRESS: at 43.04% examples, 727806 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:22,272 : INFO : EPOCH 11 - PROGRESS: at 43.39% examples, 727858 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:23,287 : INFO : EPOCH 11 - PROGRESS: at 43.76% examples, 727822 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:24,300 : INFO : EPOCH 11 - PROGRESS: at 44.14% examples, 727815 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:25,309 : INFO : EPOCH 11 - PROGRESS: at 44.53% examples, 727804 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:26,322 : INFO : EPOCH 11 - PROGRESS: at 44.91% examples, 727816 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:27,325 : INFO : EPOCH 11 - PROGRESS: at 45.27% examples, 727851 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:13:28,340 : INFO : EPOCH 11 - PROGRESS: at 45.65% examples, 727778 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:13:29,349 : INFO : EPOCH 11 - PROGRESS: at 46.00% examples, 727725 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:13:30,352 : INFO : EPOCH 11 - PROGRESS: at 46.35% examples, 727807 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:31,363 : INFO : EPOCH 11 - PROGRESS: at 46.71% examples, 727839 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:32,367 : INFO : EPOCH 11 - PROGRESS: at 47.07% examples, 727801 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:33,372 : INFO : EPOCH 11 - PROGRESS: at 47.39% examples, 727912 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:34,376 : INFO : EPOCH 11 - PROGRESS: at 47.75% examples, 727936 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:13:35,379 : INFO : EPOCH 11 - PROGRESS: at 48.11% examples, 727937 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:36,401 : INFO : EPOCH 11 - PROGRESS: at 48.47% examples, 727943 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:13:37,413 : INFO : EPOCH 11 - PROGRESS: at 48.80% examples, 727994 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:38,421 : INFO : EPOCH 11 - PROGRESS: at 49.15% examples, 728106 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:13:39,424 : INFO : EPOCH 11 - PROGRESS: at 49.52% examples, 728098 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:40,428 : INFO : EPOCH 11 - PROGRESS: at 49.86% examples, 728189 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:41,445 : INFO : EPOCH 11 - PROGRESS: at 50.25% examples, 728227 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:42,453 : INFO : EPOCH 11 - PROGRESS: at 50.58% examples, 728344 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:43,461 : INFO : EPOCH 11 - PROGRESS: at 50.93% examples, 728239 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:44,465 : INFO : EPOCH 11 - PROGRESS: at 51.28% examples, 728311 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:45,468 : INFO : EPOCH 11 - PROGRESS: at 51.60% examples, 728318 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:46,469 : INFO : EPOCH 11 - PROGRESS: at 51.96% examples, 728366 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:47,478 : INFO : EPOCH 11 - PROGRESS: at 52.33% examples, 728413 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:48,479 : INFO : EPOCH 11 - PROGRESS: at 52.71% examples, 728401 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:49,491 : INFO : EPOCH 11 - PROGRESS: at 53.08% examples, 728379 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:50,492 : INFO : EPOCH 11 - PROGRESS: at 53.43% examples, 728454 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:51,505 : INFO : EPOCH 11 - PROGRESS: at 53.80% examples, 728422 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:13:52,505 : INFO : EPOCH 11 - PROGRESS: at 54.12% examples, 728446 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:53,507 : INFO : EPOCH 11 - PROGRESS: at 54.46% examples, 728533 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:54,527 : INFO : EPOCH 11 - PROGRESS: at 54.80% examples, 728505 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:55,527 : INFO : EPOCH 11 - PROGRESS: at 55.13% examples, 728529 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:56,538 : INFO : EPOCH 11 - PROGRESS: at 55.48% examples, 728523 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:57,546 : INFO : EPOCH 11 - PROGRESS: at 55.85% examples, 728520 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:13:58,554 : INFO : EPOCH 11 - PROGRESS: at 56.22% examples, 728561 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:13:59,564 : INFO : EPOCH 11 - PROGRESS: at 56.54% examples, 728566 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:00,573 : INFO : EPOCH 11 - PROGRESS: at 56.90% examples, 728557 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:01,574 : INFO : EPOCH 11 - PROGRESS: at 57.25% examples, 728617 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:02,576 : INFO : EPOCH 11 - PROGRESS: at 57.61% examples, 728658 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:03,587 : INFO : EPOCH 11 - PROGRESS: at 57.96% examples, 728640 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:04,605 : INFO : EPOCH 11 - PROGRESS: at 58.33% examples, 728636 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:05,622 : INFO : EPOCH 11 - PROGRESS: at 58.65% examples, 728745 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:06,622 : INFO : EPOCH 11 - PROGRESS: at 59.02% examples, 728795 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:07,630 : INFO : EPOCH 11 - PROGRESS: at 59.36% examples, 728704 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:14:08,631 : INFO : EPOCH 11 - PROGRESS: at 59.70% examples, 728733 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:09,631 : INFO : EPOCH 11 - PROGRESS: at 60.06% examples, 728783 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:10,636 : INFO : EPOCH 11 - PROGRESS: at 60.39% examples, 728802 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:11,650 : INFO : EPOCH 11 - PROGRESS: at 60.77% examples, 728811 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:12,652 : INFO : EPOCH 11 - PROGRESS: at 61.14% examples, 728812 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:13,659 : INFO : EPOCH 11 - PROGRESS: at 61.50% examples, 728810 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:14:14,660 : INFO : EPOCH 11 - PROGRESS: at 61.83% examples, 728825 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:15,666 : INFO : EPOCH 11 - PROGRESS: at 62.17% examples, 728815 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:16,670 : INFO : EPOCH 11 - PROGRESS: at 62.50% examples, 728810 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:17,681 : INFO : EPOCH 11 - PROGRESS: at 62.86% examples, 728814 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:14:18,687 : INFO : EPOCH 11 - PROGRESS: at 63.23% examples, 728824 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:14:19,697 : INFO : EPOCH 11 - PROGRESS: at 63.57% examples, 728696 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:20,699 : INFO : EPOCH 11 - PROGRESS: at 63.92% examples, 728518 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:21,706 : INFO : EPOCH 11 - PROGRESS: at 64.24% examples, 728379 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:22,708 : INFO : EPOCH 11 - PROGRESS: at 64.58% examples, 728234 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:23,710 : INFO : EPOCH 11 - PROGRESS: at 64.87% examples, 727615 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:24,710 : INFO : EPOCH 11 - PROGRESS: at 65.16% examples, 727086 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:25,714 : INFO : EPOCH 11 - PROGRESS: at 65.52% examples, 727160 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:26,716 : INFO : EPOCH 11 - PROGRESS: at 65.85% examples, 727230 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:14:27,717 : INFO : EPOCH 11 - PROGRESS: at 66.22% examples, 727256 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:28,731 : INFO : EPOCH 11 - PROGRESS: at 66.57% examples, 727313 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:29,747 : INFO : EPOCH 11 - PROGRESS: at 66.94% examples, 727386 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:30,748 : INFO : EPOCH 11 - PROGRESS: at 67.26% examples, 727408 words/s, in_qsize 8, out_qsize 1
2020-07-24 15:14:31,754 : INFO : EPOCH 11 - PROGRESS: at 67.61% examples, 727449 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:32,755 : INFO : EPOCH 11 - PROGRESS: at 67.94% examples, 727471 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:33,758 : INFO : EPOCH 11 - PROGRESS: at 68.32% examples, 727525 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:34,766 : INFO : EPOCH 11 - PROGRESS: at 68.66% examples, 727559 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:35,769 : INFO : EPOCH 11 - PROGRESS: at 69.01% examples, 727662 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:36,769 : INFO : EPOCH 11 - PROGRESS: at 69.39% examples, 727647 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:37,780 : INFO : EPOCH 11 - PROGRESS: at 69.74% examples, 727649 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:38,789 : INFO : EPOCH 11 - PROGRESS: at 70.09% examples, 727643 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:39,792 : INFO : EPOCH 11 - PROGRESS: at 70.47% examples, 727677 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:40,799 : INFO : EPOCH 11 - PROGRESS: at 70.82% examples, 727687 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:14:41,799 : INFO : EPOCH 11 - PROGRESS: at 71.20% examples, 727725 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:42,801 : INFO : EPOCH 11 - PROGRESS: at 71.52% examples, 727731 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:43,804 : INFO : EPOCH 11 - PROGRESS: at 71.86% examples, 727744 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:44,812 : INFO : EPOCH 11 - PROGRESS: at 72.20% examples, 727824 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:45,829 : INFO : EPOCH 11 - PROGRESS: at 72.56% examples, 727839 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:46,844 : INFO : EPOCH 11 - PROGRESS: at 72.90% examples, 727870 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:47,865 : INFO : EPOCH 11 - PROGRESS: at 73.26% examples, 727898 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:48,872 : INFO : EPOCH 11 - PROGRESS: at 73.65% examples, 727908 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:49,877 : INFO : EPOCH 11 - PROGRESS: at 74.03% examples, 727862 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:50,882 : INFO : EPOCH 11 - PROGRESS: at 74.39% examples, 727915 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:51,882 : INFO : EPOCH 11 - PROGRESS: at 74.71% examples, 727918 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:52,887 : INFO : EPOCH 11 - PROGRESS: at 75.08% examples, 727975 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:53,889 : INFO : EPOCH 11 - PROGRESS: at 75.45% examples, 728043 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:54,909 : INFO : EPOCH 11 - PROGRESS: at 75.76% examples, 728038 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:14:55,909 : INFO : EPOCH 11 - PROGRESS: at 76.09% examples, 728080 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:14:56,910 : INFO : EPOCH 11 - PROGRESS: at 76.44% examples, 728154 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:57,913 : INFO : EPOCH 11 - PROGRESS: at 76.78% examples, 728152 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:14:58,923 : INFO : EPOCH 11 - PROGRESS: at 77.12% examples, 728146 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:14:59,924 : INFO : EPOCH 11 - PROGRESS: at 77.45% examples, 728167 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:00,927 : INFO : EPOCH 11 - PROGRESS: at 77.81% examples, 728189 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:01,929 : INFO : EPOCH 11 - PROGRESS: at 78.17% examples, 728177 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:02,934 : INFO : EPOCH 11 - PROGRESS: at 78.53% examples, 728236 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:15:03,948 : INFO : EPOCH 11 - PROGRESS: at 78.91% examples, 728186 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:04,955 : INFO : EPOCH 11 - PROGRESS: at 79.26% examples, 728182 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:05,960 : INFO : EPOCH 11 - PROGRESS: at 79.61% examples, 728190 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:06,962 : INFO : EPOCH 11 - PROGRESS: at 79.92% examples, 728226 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:07,980 : INFO : EPOCH 11 - PROGRESS: at 80.28% examples, 728261 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:08,990 : INFO : EPOCH 11 - PROGRESS: at 80.64% examples, 728237 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:09,991 : INFO : EPOCH 11 - PROGRESS: at 80.99% examples, 728265 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:11,006 : INFO : EPOCH 11 - PROGRESS: at 81.35% examples, 728235 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:12,018 : INFO : EPOCH 11 - PROGRESS: at 81.70% examples, 728273 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:13,022 : INFO : EPOCH 11 - PROGRESS: at 82.09% examples, 728254 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:14,032 : INFO : EPOCH 11 - PROGRESS: at 82.45% examples, 728269 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:15:15,040 : INFO : EPOCH 11 - PROGRESS: at 82.81% examples, 728273 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:16,040 : INFO : EPOCH 11 - PROGRESS: at 83.17% examples, 728288 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:17,046 : INFO : EPOCH 11 - PROGRESS: at 83.50% examples, 728273 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:18,053 : INFO : EPOCH 11 - PROGRESS: at 83.85% examples, 728286 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:15:19,068 : INFO : EPOCH 11 - PROGRESS: at 84.21% examples, 728296 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:20,079 : INFO : EPOCH 11 - PROGRESS: at 84.55% examples, 728340 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:21,081 : INFO : EPOCH 11 - PROGRESS: at 84.92% examples, 728319 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:22,085 : INFO : EPOCH 11 - PROGRESS: at 85.26% examples, 728374 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:23,095 : INFO : EPOCH 11 - PROGRESS: at 85.60% examples, 728362 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:24,106 : INFO : EPOCH 11 - PROGRESS: at 85.94% examples, 728367 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:25,112 : INFO : EPOCH 11 - PROGRESS: at 86.27% examples, 728464 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:26,125 : INFO : EPOCH 11 - PROGRESS: at 86.62% examples, 728456 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:27,136 : INFO : EPOCH 11 - PROGRESS: at 86.95% examples, 728511 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:28,151 : INFO : EPOCH 11 - PROGRESS: at 87.34% examples, 728505 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:29,167 : INFO : EPOCH 11 - PROGRESS: at 87.73% examples, 728539 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:30,171 : INFO : EPOCH 11 - PROGRESS: at 88.08% examples, 728545 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:31,180 : INFO : EPOCH 11 - PROGRESS: at 88.42% examples, 728550 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:32,206 : INFO : EPOCH 11 - PROGRESS: at 88.74% examples, 728545 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:15:33,217 : INFO : EPOCH 11 - PROGRESS: at 89.09% examples, 728622 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:34,221 : INFO : EPOCH 11 - PROGRESS: at 89.44% examples, 728601 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:35,221 : INFO : EPOCH 11 - PROGRESS: at 89.77% examples, 728655 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:36,227 : INFO : EPOCH 11 - PROGRESS: at 90.15% examples, 728628 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:15:37,227 : INFO : EPOCH 11 - PROGRESS: at 90.50% examples, 728649 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:38,229 : INFO : EPOCH 11 - PROGRESS: at 90.84% examples, 728643 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:15:39,229 : INFO : EPOCH 11 - PROGRESS: at 91.22% examples, 728663 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:40,238 : INFO : EPOCH 11 - PROGRESS: at 91.56% examples, 728700 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:15:41,238 : INFO : EPOCH 11 - PROGRESS: at 91.89% examples, 728688 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:42,241 : INFO : EPOCH 11 - PROGRESS: at 92.25% examples, 728722 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:43,243 : INFO : EPOCH 11 - PROGRESS: at 92.60% examples, 728749 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:44,247 : INFO : EPOCH 11 - PROGRESS: at 92.96% examples, 728759 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:45,255 : INFO : EPOCH 11 - PROGRESS: at 93.30% examples, 728791 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:46,265 : INFO : EPOCH 11 - PROGRESS: at 93.65% examples, 728807 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:47,269 : INFO : EPOCH 11 - PROGRESS: at 93.98% examples, 728824 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:48,271 : INFO : EPOCH 11 - PROGRESS: at 94.33% examples, 728829 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:49,285 : INFO : EPOCH 11 - PROGRESS: at 94.68% examples, 728809 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:50,295 : INFO : EPOCH 11 - PROGRESS: at 95.07% examples, 728850 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:51,297 : INFO : EPOCH 11 - PROGRESS: at 95.42% examples, 728854 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:52,312 : INFO : EPOCH 11 - PROGRESS: at 95.75% examples, 728890 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:53,316 : INFO : EPOCH 11 - PROGRESS: at 96.08% examples, 728937 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:15:54,332 : INFO : EPOCH 11 - PROGRESS: at 96.44% examples, 728928 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:55,342 : INFO : EPOCH 11 - PROGRESS: at 96.83% examples, 728890 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:56,343 : INFO : EPOCH 11 - PROGRESS: at 97.18% examples, 728888 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:57,354 : INFO : EPOCH 11 - PROGRESS: at 97.54% examples, 728900 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:58,367 : INFO : EPOCH 11 - PROGRESS: at 97.91% examples, 728891 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:15:59,368 : INFO : EPOCH 11 - PROGRESS: at 98.26% examples, 728912 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:00,371 : INFO : EPOCH 11 - PROGRESS: at 98.61% examples, 728914 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:01,373 : INFO : EPOCH 11 - PROGRESS: at 98.99% examples, 728888 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:16:02,381 : INFO : EPOCH 11 - PROGRESS: at 99.34% examples, 728909 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:03,382 : INFO : EPOCH 11 - PROGRESS: at 99.69% examples, 728938 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:04,208 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 15:16:04,208 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 15:16:04,216 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 15:16:04,228 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 15:16:04,229 : INFO : EPOCH - 11 : training on 268191231 raw words (208336528 effective words) took 285.8s, 728939 effective words/s
2020-07-24 15:16:05,240 : INFO : EPOCH 12 - PROGRESS: at 0.36% examples, 701107 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:06,244 : INFO : EPOCH 12 - PROGRESS: at 0.70% examples, 715662 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:07,260 : INFO : EPOCH 12 - PROGRESS: at 1.06% examples, 719308 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:08,283 : INFO : EPOCH 12 - PROGRESS: at 1.44% examples, 718667 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:09,289 : INFO : EPOCH 12 - PROGRESS: at 1.79% examples, 722197 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:10,299 : INFO : EPOCH 12 - PROGRESS: at 2.14% examples, 723351 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:11,300 : INFO : EPOCH 12 - PROGRESS: at 2.47% examples, 725376 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:12,306 : INFO : EPOCH 12 - PROGRESS: at 2.83% examples, 724318 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:13,308 : INFO : EPOCH 12 - PROGRESS: at 3.19% examples, 725284 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:14,317 : INFO : EPOCH 12 - PROGRESS: at 3.51% examples, 725959 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:15,327 : INFO : EPOCH 12 - PROGRESS: at 3.87% examples, 726435 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:16,337 : INFO : EPOCH 12 - PROGRESS: at 4.21% examples, 725354 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:17,346 : INFO : EPOCH 12 - PROGRESS: at 4.58% examples, 725244 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:18,347 : INFO : EPOCH 12 - PROGRESS: at 4.93% examples, 725587 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:19,352 : INFO : EPOCH 12 - PROGRESS: at 5.31% examples, 724412 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:20,357 : INFO : EPOCH 12 - PROGRESS: at 5.68% examples, 724691 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:21,361 : INFO : EPOCH 12 - PROGRESS: at 6.01% examples, 725010 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:22,370 : INFO : EPOCH 12 - PROGRESS: at 6.33% examples, 725815 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:16:23,383 : INFO : EPOCH 12 - PROGRESS: at 6.68% examples, 726202 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:24,391 : INFO : EPOCH 12 - PROGRESS: at 7.04% examples, 726594 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:25,392 : INFO : EPOCH 12 - PROGRESS: at 7.40% examples, 726485 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:16:26,394 : INFO : EPOCH 12 - PROGRESS: at 7.75% examples, 727037 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:27,410 : INFO : EPOCH 12 - PROGRESS: at 8.11% examples, 726758 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:28,414 : INFO : EPOCH 12 - PROGRESS: at 8.45% examples, 727197 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:29,419 : INFO : EPOCH 12 - PROGRESS: at 8.80% examples, 727369 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:30,427 : INFO : EPOCH 12 - PROGRESS: at 9.15% examples, 727039 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:31,448 : INFO : EPOCH 12 - PROGRESS: at 9.46% examples, 727576 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:32,464 : INFO : EPOCH 12 - PROGRESS: at 9.85% examples, 727677 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:16:33,470 : INFO : EPOCH 12 - PROGRESS: at 10.21% examples, 727700 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:34,478 : INFO : EPOCH 12 - PROGRESS: at 10.56% examples, 727471 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:16:35,511 : INFO : EPOCH 12 - PROGRESS: at 10.92% examples, 727450 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:36,521 : INFO : EPOCH 12 - PROGRESS: at 11.28% examples, 727851 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:37,527 : INFO : EPOCH 12 - PROGRESS: at 11.64% examples, 727691 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:16:38,530 : INFO : EPOCH 12 - PROGRESS: at 11.99% examples, 728037 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:39,531 : INFO : EPOCH 12 - PROGRESS: at 12.35% examples, 727810 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:40,535 : INFO : EPOCH 12 - PROGRESS: at 12.71% examples, 727543 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:41,551 : INFO : EPOCH 12 - PROGRESS: at 13.06% examples, 727623 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:42,552 : INFO : EPOCH 12 - PROGRESS: at 13.40% examples, 727336 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:43,557 : INFO : EPOCH 12 - PROGRESS: at 13.76% examples, 727524 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:44,558 : INFO : EPOCH 12 - PROGRESS: at 14.11% examples, 727713 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:45,563 : INFO : EPOCH 12 - PROGRESS: at 14.46% examples, 727656 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:46,566 : INFO : EPOCH 12 - PROGRESS: at 14.80% examples, 727588 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:47,585 : INFO : EPOCH 12 - PROGRESS: at 15.16% examples, 727251 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:48,585 : INFO : EPOCH 12 - PROGRESS: at 15.50% examples, 727144 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:49,590 : INFO : EPOCH 12 - PROGRESS: at 15.86% examples, 727074 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:50,594 : INFO : EPOCH 12 - PROGRESS: at 16.22% examples, 727096 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:51,597 : INFO : EPOCH 12 - PROGRESS: at 16.58% examples, 727113 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:52,605 : INFO : EPOCH 12 - PROGRESS: at 16.95% examples, 726702 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:16:53,605 : INFO : EPOCH 12 - PROGRESS: at 17.30% examples, 727031 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:54,606 : INFO : EPOCH 12 - PROGRESS: at 17.67% examples, 726961 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:55,627 : INFO : EPOCH 12 - PROGRESS: at 18.02% examples, 726953 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:16:56,628 : INFO : EPOCH 12 - PROGRESS: at 18.34% examples, 727290 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:57,639 : INFO : EPOCH 12 - PROGRESS: at 18.69% examples, 727037 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:58,646 : INFO : EPOCH 12 - PROGRESS: at 19.02% examples, 727306 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:16:59,654 : INFO : EPOCH 12 - PROGRESS: at 19.34% examples, 726720 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:00,656 : INFO : EPOCH 12 - PROGRESS: at 19.67% examples, 725996 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:01,664 : INFO : EPOCH 12 - PROGRESS: at 20.01% examples, 725258 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:02,673 : INFO : EPOCH 12 - PROGRESS: at 20.35% examples, 724894 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:03,693 : INFO : EPOCH 12 - PROGRESS: at 20.65% examples, 722636 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:04,709 : INFO : EPOCH 12 - PROGRESS: at 20.97% examples, 721389 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:05,710 : INFO : EPOCH 12 - PROGRESS: at 21.32% examples, 721499 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:06,713 : INFO : EPOCH 12 - PROGRESS: at 21.64% examples, 721484 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:07,714 : INFO : EPOCH 12 - PROGRESS: at 21.99% examples, 721668 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:08,724 : INFO : EPOCH 12 - PROGRESS: at 22.35% examples, 721628 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:09,736 : INFO : EPOCH 12 - PROGRESS: at 22.69% examples, 721833 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:10,742 : INFO : EPOCH 12 - PROGRESS: at 23.08% examples, 722018 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:11,746 : INFO : EPOCH 12 - PROGRESS: at 23.40% examples, 722176 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:12,754 : INFO : EPOCH 12 - PROGRESS: at 23.75% examples, 722169 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:13,769 : INFO : EPOCH 12 - PROGRESS: at 24.12% examples, 722169 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:14,770 : INFO : EPOCH 12 - PROGRESS: at 24.49% examples, 722307 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:15,776 : INFO : EPOCH 12 - PROGRESS: at 24.85% examples, 722232 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:16,777 : INFO : EPOCH 12 - PROGRESS: at 25.21% examples, 722412 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:17:17,790 : INFO : EPOCH 12 - PROGRESS: at 25.56% examples, 722392 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:18,797 : INFO : EPOCH 12 - PROGRESS: at 25.92% examples, 722524 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:19,808 : INFO : EPOCH 12 - PROGRESS: at 26.25% examples, 722543 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:20,815 : INFO : EPOCH 12 - PROGRESS: at 26.60% examples, 722610 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:21,826 : INFO : EPOCH 12 - PROGRESS: at 26.95% examples, 722772 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:22,826 : INFO : EPOCH 12 - PROGRESS: at 27.29% examples, 722768 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:23,833 : INFO : EPOCH 12 - PROGRESS: at 27.65% examples, 722752 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:24,837 : INFO : EPOCH 12 - PROGRESS: at 28.01% examples, 722940 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:25,863 : INFO : EPOCH 12 - PROGRESS: at 28.36% examples, 723021 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:26,873 : INFO : EPOCH 12 - PROGRESS: at 28.73% examples, 723119 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:27,898 : INFO : EPOCH 12 - PROGRESS: at 29.08% examples, 723163 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:28,899 : INFO : EPOCH 12 - PROGRESS: at 29.43% examples, 723354 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:29,907 : INFO : EPOCH 12 - PROGRESS: at 29.82% examples, 723308 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:30,910 : INFO : EPOCH 12 - PROGRESS: at 30.19% examples, 723352 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:31,918 : INFO : EPOCH 12 - PROGRESS: at 30.54% examples, 723478 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:32,923 : INFO : EPOCH 12 - PROGRESS: at 30.89% examples, 723506 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:33,929 : INFO : EPOCH 12 - PROGRESS: at 31.23% examples, 723477 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:34,944 : INFO : EPOCH 12 - PROGRESS: at 31.61% examples, 723481 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:35,959 : INFO : EPOCH 12 - PROGRESS: at 31.96% examples, 723481 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:36,959 : INFO : EPOCH 12 - PROGRESS: at 32.29% examples, 723597 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:37,966 : INFO : EPOCH 12 - PROGRESS: at 32.64% examples, 723462 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:38,967 : INFO : EPOCH 12 - PROGRESS: at 33.04% examples, 723501 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:39,981 : INFO : EPOCH 12 - PROGRESS: at 33.38% examples, 723551 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:40,981 : INFO : EPOCH 12 - PROGRESS: at 33.73% examples, 723600 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:17:41,984 : INFO : EPOCH 12 - PROGRESS: at 34.11% examples, 723546 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:42,985 : INFO : EPOCH 12 - PROGRESS: at 34.47% examples, 723631 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:43,987 : INFO : EPOCH 12 - PROGRESS: at 34.79% examples, 723747 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:44,999 : INFO : EPOCH 12 - PROGRESS: at 35.15% examples, 723735 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:46,021 : INFO : EPOCH 12 - PROGRESS: at 35.50% examples, 723676 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:47,024 : INFO : EPOCH 12 - PROGRESS: at 35.87% examples, 723704 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:48,027 : INFO : EPOCH 12 - PROGRESS: at 36.21% examples, 723757 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:17:49,033 : INFO : EPOCH 12 - PROGRESS: at 36.56% examples, 723858 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:50,034 : INFO : EPOCH 12 - PROGRESS: at 36.91% examples, 723861 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:51,050 : INFO : EPOCH 12 - PROGRESS: at 37.27% examples, 723857 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:52,053 : INFO : EPOCH 12 - PROGRESS: at 37.63% examples, 723925 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:53,054 : INFO : EPOCH 12 - PROGRESS: at 37.97% examples, 723887 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:54,066 : INFO : EPOCH 12 - PROGRESS: at 38.34% examples, 723802 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:55,068 : INFO : EPOCH 12 - PROGRESS: at 38.69% examples, 723920 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:56,076 : INFO : EPOCH 12 - PROGRESS: at 39.03% examples, 723896 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:57,080 : INFO : EPOCH 12 - PROGRESS: at 39.39% examples, 723951 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:58,090 : INFO : EPOCH 12 - PROGRESS: at 39.74% examples, 723936 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:17:59,093 : INFO : EPOCH 12 - PROGRESS: at 40.08% examples, 724038 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:00,097 : INFO : EPOCH 12 - PROGRESS: at 40.44% examples, 723929 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:01,099 : INFO : EPOCH 12 - PROGRESS: at 40.79% examples, 723995 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:02,104 : INFO : EPOCH 12 - PROGRESS: at 41.12% examples, 724162 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:03,106 : INFO : EPOCH 12 - PROGRESS: at 41.44% examples, 724244 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:04,113 : INFO : EPOCH 12 - PROGRESS: at 41.78% examples, 724267 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:05,124 : INFO : EPOCH 12 - PROGRESS: at 42.13% examples, 724342 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:06,141 : INFO : EPOCH 12 - PROGRESS: at 42.48% examples, 724340 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:07,144 : INFO : EPOCH 12 - PROGRESS: at 42.84% examples, 724338 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:08,158 : INFO : EPOCH 12 - PROGRESS: at 43.21% examples, 724340 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:09,161 : INFO : EPOCH 12 - PROGRESS: at 43.57% examples, 724432 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:10,166 : INFO : EPOCH 12 - PROGRESS: at 43.94% examples, 724430 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:11,175 : INFO : EPOCH 12 - PROGRESS: at 44.32% examples, 724482 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:12,185 : INFO : EPOCH 12 - PROGRESS: at 44.71% examples, 724398 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:13,190 : INFO : EPOCH 12 - PROGRESS: at 45.06% examples, 724438 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:14,213 : INFO : EPOCH 12 - PROGRESS: at 45.45% examples, 724366 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:15,217 : INFO : EPOCH 12 - PROGRESS: at 45.81% examples, 724333 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:16,224 : INFO : EPOCH 12 - PROGRESS: at 46.15% examples, 724321 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:17,229 : INFO : EPOCH 12 - PROGRESS: at 46.51% examples, 724386 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:18,234 : INFO : EPOCH 12 - PROGRESS: at 46.84% examples, 724364 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:18:19,236 : INFO : EPOCH 12 - PROGRESS: at 47.20% examples, 724438 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:20,238 : INFO : EPOCH 12 - PROGRESS: at 47.53% examples, 724496 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:21,253 : INFO : EPOCH 12 - PROGRESS: at 47.89% examples, 724541 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:18:22,254 : INFO : EPOCH 12 - PROGRESS: at 48.26% examples, 724527 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:23,265 : INFO : EPOCH 12 - PROGRESS: at 48.60% examples, 724562 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:24,270 : INFO : EPOCH 12 - PROGRESS: at 48.93% examples, 724666 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:25,276 : INFO : EPOCH 12 - PROGRESS: at 49.29% examples, 724656 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:26,288 : INFO : EPOCH 12 - PROGRESS: at 49.65% examples, 724654 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:27,289 : INFO : EPOCH 12 - PROGRESS: at 49.98% examples, 724716 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:28,311 : INFO : EPOCH 12 - PROGRESS: at 50.36% examples, 724655 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:29,314 : INFO : EPOCH 12 - PROGRESS: at 50.69% examples, 724792 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:18:30,318 : INFO : EPOCH 12 - PROGRESS: at 51.05% examples, 724730 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:18:31,323 : INFO : EPOCH 12 - PROGRESS: at 51.39% examples, 724776 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:32,341 : INFO : EPOCH 12 - PROGRESS: at 51.73% examples, 724796 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:18:33,343 : INFO : EPOCH 12 - PROGRESS: at 52.09% examples, 724896 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:34,348 : INFO : EPOCH 12 - PROGRESS: at 52.46% examples, 724895 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:35,362 : INFO : EPOCH 12 - PROGRESS: at 52.84% examples, 724887 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:18:36,364 : INFO : EPOCH 12 - PROGRESS: at 53.18% examples, 724916 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:37,375 : INFO : EPOCH 12 - PROGRESS: at 53.54% examples, 724959 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:38,403 : INFO : EPOCH 12 - PROGRESS: at 53.90% examples, 724903 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:39,426 : INFO : EPOCH 12 - PROGRESS: at 54.23% examples, 724872 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:40,429 : INFO : EPOCH 12 - PROGRESS: at 54.57% examples, 724972 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:41,432 : INFO : EPOCH 12 - PROGRESS: at 54.91% examples, 724953 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:42,439 : INFO : EPOCH 12 - PROGRESS: at 55.23% examples, 724928 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:43,447 : INFO : EPOCH 12 - PROGRESS: at 55.59% examples, 724947 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:44,455 : INFO : EPOCH 12 - PROGRESS: at 55.95% examples, 724914 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:45,464 : INFO : EPOCH 12 - PROGRESS: at 56.31% examples, 724893 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:46,474 : INFO : EPOCH 12 - PROGRESS: at 56.64% examples, 724991 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:47,477 : INFO : EPOCH 12 - PROGRESS: at 57.00% examples, 724999 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:48,487 : INFO : EPOCH 12 - PROGRESS: at 57.35% examples, 725044 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:49,497 : INFO : EPOCH 12 - PROGRESS: at 57.69% examples, 724979 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:50,501 : INFO : EPOCH 12 - PROGRESS: at 58.06% examples, 725048 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:51,524 : INFO : EPOCH 12 - PROGRESS: at 58.40% examples, 725008 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:52,525 : INFO : EPOCH 12 - PROGRESS: at 58.74% examples, 725110 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:53,527 : INFO : EPOCH 12 - PROGRESS: at 59.10% examples, 725103 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:54,532 : INFO : EPOCH 12 - PROGRESS: at 59.46% examples, 725093 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:55,536 : INFO : EPOCH 12 - PROGRESS: at 59.78% examples, 725084 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:56,539 : INFO : EPOCH 12 - PROGRESS: at 60.13% examples, 725091 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:57,541 : INFO : EPOCH 12 - PROGRESS: at 60.46% examples, 725118 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:18:58,547 : INFO : EPOCH 12 - PROGRESS: at 60.83% examples, 725056 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:18:59,552 : INFO : EPOCH 12 - PROGRESS: at 61.19% examples, 725071 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:00,565 : INFO : EPOCH 12 - PROGRESS: at 61.56% examples, 725105 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:01,573 : INFO : EPOCH 12 - PROGRESS: at 61.90% examples, 725120 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:02,579 : INFO : EPOCH 12 - PROGRESS: at 62.23% examples, 725122 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:03,587 : INFO : EPOCH 12 - PROGRESS: at 62.58% examples, 725055 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:04,601 : INFO : EPOCH 12 - PROGRESS: at 62.88% examples, 724709 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:05,613 : INFO : EPOCH 12 - PROGRESS: at 63.22% examples, 724307 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:06,627 : INFO : EPOCH 12 - PROGRESS: at 63.55% examples, 723944 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:07,629 : INFO : EPOCH 12 - PROGRESS: at 63.88% examples, 723641 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:08,656 : INFO : EPOCH 12 - PROGRESS: at 64.19% examples, 723276 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:09,665 : INFO : EPOCH 12 - PROGRESS: at 64.50% examples, 722969 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:10,669 : INFO : EPOCH 12 - PROGRESS: at 64.81% examples, 722654 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:11,686 : INFO : EPOCH 12 - PROGRESS: at 65.13% examples, 722301 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:12,690 : INFO : EPOCH 12 - PROGRESS: at 65.45% examples, 721970 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:13,698 : INFO : EPOCH 12 - PROGRESS: at 65.75% examples, 721738 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:19:14,704 : INFO : EPOCH 12 - PROGRESS: at 66.08% examples, 721396 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:15,706 : INFO : EPOCH 12 - PROGRESS: at 66.41% examples, 721131 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:16,726 : INFO : EPOCH 12 - PROGRESS: at 66.73% examples, 720800 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:17,735 : INFO : EPOCH 12 - PROGRESS: at 67.06% examples, 720552 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:18,747 : INFO : EPOCH 12 - PROGRESS: at 67.36% examples, 720268 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:19,747 : INFO : EPOCH 12 - PROGRESS: at 67.67% examples, 719995 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:20,751 : INFO : EPOCH 12 - PROGRESS: at 67.96% examples, 719700 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:21,763 : INFO : EPOCH 12 - PROGRESS: at 68.31% examples, 719365 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:22,766 : INFO : EPOCH 12 - PROGRESS: at 68.61% examples, 719104 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:23,766 : INFO : EPOCH 12 - PROGRESS: at 68.93% examples, 718788 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:24,773 : INFO : EPOCH 12 - PROGRESS: at 69.25% examples, 718433 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:25,778 : INFO : EPOCH 12 - PROGRESS: at 69.58% examples, 718184 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:26,794 : INFO : EPOCH 12 - PROGRESS: at 69.91% examples, 717873 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:27,831 : INFO : EPOCH 12 - PROGRESS: at 70.24% examples, 717552 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:28,850 : INFO : EPOCH 12 - PROGRESS: at 70.57% examples, 717317 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:19:29,853 : INFO : EPOCH 12 - PROGRESS: at 70.89% examples, 717007 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:30,861 : INFO : EPOCH 12 - PROGRESS: at 71.23% examples, 716692 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:19:31,861 : INFO : EPOCH 12 - PROGRESS: at 71.52% examples, 716388 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:32,864 : INFO : EPOCH 12 - PROGRESS: at 71.83% examples, 716140 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:19:33,867 : INFO : EPOCH 12 - PROGRESS: at 72.13% examples, 715887 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:19:34,869 : INFO : EPOCH 12 - PROGRESS: at 72.45% examples, 715684 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:35,879 : INFO : EPOCH 12 - PROGRESS: at 72.76% examples, 715419 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:36,879 : INFO : EPOCH 12 - PROGRESS: at 73.07% examples, 715157 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:37,885 : INFO : EPOCH 12 - PROGRESS: at 73.40% examples, 714889 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:38,902 : INFO : EPOCH 12 - PROGRESS: at 73.74% examples, 714560 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:39,909 : INFO : EPOCH 12 - PROGRESS: at 74.07% examples, 714131 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:40,933 : INFO : EPOCH 12 - PROGRESS: at 74.39% examples, 713740 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:41,943 : INFO : EPOCH 12 - PROGRESS: at 74.68% examples, 713438 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:19:42,965 : INFO : EPOCH 12 - PROGRESS: at 74.99% examples, 713077 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:19:43,975 : INFO : EPOCH 12 - PROGRESS: at 75.30% examples, 712452 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:44,994 : INFO : EPOCH 12 - PROGRESS: at 75.57% examples, 711974 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:46,000 : INFO : EPOCH 12 - PROGRESS: at 75.88% examples, 712052 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:47,006 : INFO : EPOCH 12 - PROGRESS: at 76.23% examples, 712147 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:48,011 : INFO : EPOCH 12 - PROGRESS: at 76.57% examples, 712216 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:49,011 : INFO : EPOCH 12 - PROGRESS: at 76.91% examples, 712290 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:50,016 : INFO : EPOCH 12 - PROGRESS: at 77.24% examples, 712326 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:51,021 : INFO : EPOCH 12 - PROGRESS: at 77.58% examples, 712351 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:52,024 : INFO : EPOCH 12 - PROGRESS: at 77.92% examples, 712392 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:53,029 : INFO : EPOCH 12 - PROGRESS: at 78.29% examples, 712461 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:54,033 : INFO : EPOCH 12 - PROGRESS: at 78.66% examples, 712544 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:55,041 : INFO : EPOCH 12 - PROGRESS: at 79.02% examples, 712613 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:56,043 : INFO : EPOCH 12 - PROGRESS: at 79.37% examples, 712657 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:57,046 : INFO : EPOCH 12 - PROGRESS: at 79.70% examples, 712747 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:58,046 : INFO : EPOCH 12 - PROGRESS: at 80.04% examples, 712845 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:19:59,062 : INFO : EPOCH 12 - PROGRESS: at 80.38% examples, 712880 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:00,066 : INFO : EPOCH 12 - PROGRESS: at 80.73% examples, 712927 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:01,075 : INFO : EPOCH 12 - PROGRESS: at 81.10% examples, 713012 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:02,075 : INFO : EPOCH 12 - PROGRESS: at 81.46% examples, 713090 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:03,078 : INFO : EPOCH 12 - PROGRESS: at 81.81% examples, 713129 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:04,084 : INFO : EPOCH 12 - PROGRESS: at 82.18% examples, 713183 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:05,096 : INFO : EPOCH 12 - PROGRESS: at 82.55% examples, 713215 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:06,100 : INFO : EPOCH 12 - PROGRESS: at 82.90% examples, 713316 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:07,113 : INFO : EPOCH 12 - PROGRESS: at 83.26% examples, 713374 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:08,120 : INFO : EPOCH 12 - PROGRESS: at 83.60% examples, 713428 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:09,123 : INFO : EPOCH 12 - PROGRESS: at 83.95% examples, 713485 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:10,127 : INFO : EPOCH 12 - PROGRESS: at 84.30% examples, 713532 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:11,131 : INFO : EPOCH 12 - PROGRESS: at 84.63% examples, 713603 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:12,142 : INFO : EPOCH 12 - PROGRESS: at 85.00% examples, 713698 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:13,152 : INFO : EPOCH 12 - PROGRESS: at 85.35% examples, 713751 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:14,173 : INFO : EPOCH 12 - PROGRESS: at 85.70% examples, 713794 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:15,178 : INFO : EPOCH 12 - PROGRESS: at 86.03% examples, 713924 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:20:16,192 : INFO : EPOCH 12 - PROGRESS: at 86.36% examples, 713970 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:17,198 : INFO : EPOCH 12 - PROGRESS: at 86.69% examples, 714066 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:18,212 : INFO : EPOCH 12 - PROGRESS: at 87.04% examples, 714134 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:19,212 : INFO : EPOCH 12 - PROGRESS: at 87.43% examples, 714226 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:20,214 : INFO : EPOCH 12 - PROGRESS: at 87.81% examples, 714228 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:21,227 : INFO : EPOCH 12 - PROGRESS: at 88.14% examples, 714263 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:22,235 : INFO : EPOCH 12 - PROGRESS: at 88.47% examples, 714285 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:23,250 : INFO : EPOCH 12 - PROGRESS: at 88.79% examples, 714308 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:20:24,261 : INFO : EPOCH 12 - PROGRESS: at 89.13% examples, 714348 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:25,265 : INFO : EPOCH 12 - PROGRESS: at 89.49% examples, 714381 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:26,267 : INFO : EPOCH 12 - PROGRESS: at 89.83% examples, 714473 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:27,268 : INFO : EPOCH 12 - PROGRESS: at 90.20% examples, 714550 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:28,283 : INFO : EPOCH 12 - PROGRESS: at 90.55% examples, 714564 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:29,284 : INFO : EPOCH 12 - PROGRESS: at 90.89% examples, 714598 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:30,299 : INFO : EPOCH 12 - PROGRESS: at 91.26% examples, 714625 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:31,307 : INFO : EPOCH 12 - PROGRESS: at 91.59% examples, 714639 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:32,323 : INFO : EPOCH 12 - PROGRESS: at 91.94% examples, 714702 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:33,324 : INFO : EPOCH 12 - PROGRESS: at 92.29% examples, 714751 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:20:34,325 : INFO : EPOCH 12 - PROGRESS: at 92.63% examples, 714787 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:35,337 : INFO : EPOCH 12 - PROGRESS: at 92.98% examples, 714816 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:20:36,352 : INFO : EPOCH 12 - PROGRESS: at 93.33% examples, 714921 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:37,353 : INFO : EPOCH 12 - PROGRESS: at 93.67% examples, 714959 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:38,362 : INFO : EPOCH 12 - PROGRESS: at 94.00% examples, 714980 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:39,364 : INFO : EPOCH 12 - PROGRESS: at 94.35% examples, 715041 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:40,375 : INFO : EPOCH 12 - PROGRESS: at 94.70% examples, 715042 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:41,379 : INFO : EPOCH 12 - PROGRESS: at 95.08% examples, 715096 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:42,393 : INFO : EPOCH 12 - PROGRESS: at 95.42% examples, 715113 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:43,397 : INFO : EPOCH 12 - PROGRESS: at 95.75% examples, 715158 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:44,398 : INFO : EPOCH 12 - PROGRESS: at 96.08% examples, 715230 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:45,405 : INFO : EPOCH 12 - PROGRESS: at 96.44% examples, 715292 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:46,406 : INFO : EPOCH 12 - PROGRESS: at 96.82% examples, 715299 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:47,411 : INFO : EPOCH 12 - PROGRESS: at 97.18% examples, 715338 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:48,413 : INFO : EPOCH 12 - PROGRESS: at 97.54% examples, 715401 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:49,415 : INFO : EPOCH 12 - PROGRESS: at 97.89% examples, 715464 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:50,432 : INFO : EPOCH 12 - PROGRESS: at 98.25% examples, 715486 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:51,435 : INFO : EPOCH 12 - PROGRESS: at 98.60% examples, 715518 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:52,437 : INFO : EPOCH 12 - PROGRESS: at 98.98% examples, 715562 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:53,443 : INFO : EPOCH 12 - PROGRESS: at 99.33% examples, 715609 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:54,443 : INFO : EPOCH 12 - PROGRESS: at 99.67% examples, 715681 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:55,315 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 15:20:55,321 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 15:20:55,332 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 15:20:55,341 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 15:20:55,342 : INFO : EPOCH - 12 : training on 268191231 raw words (208345931 effective words) took 291.1s, 715695 effective words/s
2020-07-24 15:20:56,354 : INFO : EPOCH 13 - PROGRESS: at 0.36% examples, 699745 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:57,373 : INFO : EPOCH 13 - PROGRESS: at 0.68% examples, 686026 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:58,385 : INFO : EPOCH 13 - PROGRESS: at 1.00% examples, 676709 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:20:59,394 : INFO : EPOCH 13 - PROGRESS: at 1.35% examples, 672356 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:00,396 : INFO : EPOCH 13 - PROGRESS: at 1.66% examples, 668933 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:21:01,413 : INFO : EPOCH 13 - PROGRESS: at 1.98% examples, 668005 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:02,414 : INFO : EPOCH 13 - PROGRESS: at 2.30% examples, 668563 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:03,424 : INFO : EPOCH 13 - PROGRESS: at 2.62% examples, 667376 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:21:04,425 : INFO : EPOCH 13 - PROGRESS: at 2.93% examples, 666894 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:05,448 : INFO : EPOCH 13 - PROGRESS: at 3.25% examples, 666166 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:06,450 : INFO : EPOCH 13 - PROGRESS: at 3.56% examples, 666578 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:07,459 : INFO : EPOCH 13 - PROGRESS: at 3.88% examples, 666033 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:21:08,465 : INFO : EPOCH 13 - PROGRESS: at 4.19% examples, 665293 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:09,470 : INFO : EPOCH 13 - PROGRESS: at 4.52% examples, 665006 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:10,476 : INFO : EPOCH 13 - PROGRESS: at 4.84% examples, 664355 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:11,479 : INFO : EPOCH 13 - PROGRESS: at 5.19% examples, 664270 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:21:12,499 : INFO : EPOCH 13 - PROGRESS: at 5.52% examples, 664129 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:13,508 : INFO : EPOCH 13 - PROGRESS: at 5.85% examples, 664528 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:14,525 : INFO : EPOCH 13 - PROGRESS: at 6.15% examples, 664196 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:15,526 : INFO : EPOCH 13 - PROGRESS: at 6.45% examples, 664572 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:21:16,543 : INFO : EPOCH 13 - PROGRESS: at 6.77% examples, 664400 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:17,546 : INFO : EPOCH 13 - PROGRESS: at 7.09% examples, 664553 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:18,556 : INFO : EPOCH 13 - PROGRESS: at 7.42% examples, 664507 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:19,578 : INFO : EPOCH 13 - PROGRESS: at 7.74% examples, 664211 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:20,587 : INFO : EPOCH 13 - PROGRESS: at 8.07% examples, 664207 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:21,591 : INFO : EPOCH 13 - PROGRESS: at 8.38% examples, 664128 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:22,598 : INFO : EPOCH 13 - PROGRESS: at 8.70% examples, 664254 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:23,610 : INFO : EPOCH 13 - PROGRESS: at 9.02% examples, 664123 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:24,623 : INFO : EPOCH 13 - PROGRESS: at 9.32% examples, 664423 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:25,623 : INFO : EPOCH 13 - PROGRESS: at 9.64% examples, 664719 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:26,623 : INFO : EPOCH 13 - PROGRESS: at 9.95% examples, 664213 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:27,640 : INFO : EPOCH 13 - PROGRESS: at 10.29% examples, 663522 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:28,641 : INFO : EPOCH 13 - PROGRESS: at 10.61% examples, 663650 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:29,651 : INFO : EPOCH 13 - PROGRESS: at 10.92% examples, 663251 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:21:30,673 : INFO : EPOCH 13 - PROGRESS: at 11.25% examples, 663279 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:31,676 : INFO : EPOCH 13 - PROGRESS: at 11.59% examples, 663736 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:32,679 : INFO : EPOCH 13 - PROGRESS: at 11.88% examples, 663449 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:33,682 : INFO : EPOCH 13 - PROGRESS: at 12.21% examples, 663115 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:34,715 : INFO : EPOCH 13 - PROGRESS: at 12.56% examples, 663083 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:35,731 : INFO : EPOCH 13 - PROGRESS: at 12.88% examples, 663207 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:21:36,737 : INFO : EPOCH 13 - PROGRESS: at 13.19% examples, 663222 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:21:37,740 : INFO : EPOCH 13 - PROGRESS: at 13.51% examples, 663289 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:38,748 : INFO : EPOCH 13 - PROGRESS: at 13.85% examples, 663225 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:39,768 : INFO : EPOCH 13 - PROGRESS: at 14.16% examples, 663234 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:40,772 : INFO : EPOCH 13 - PROGRESS: at 14.49% examples, 663302 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:41,779 : INFO : EPOCH 13 - PROGRESS: at 14.80% examples, 663331 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:42,779 : INFO : EPOCH 13 - PROGRESS: at 15.12% examples, 663193 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:21:43,793 : INFO : EPOCH 13 - PROGRESS: at 15.44% examples, 663152 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:44,794 : INFO : EPOCH 13 - PROGRESS: at 15.78% examples, 663476 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:45,802 : INFO : EPOCH 13 - PROGRESS: at 16.09% examples, 663405 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:46,808 : INFO : EPOCH 13 - PROGRESS: at 16.44% examples, 663210 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:21:47,810 : INFO : EPOCH 13 - PROGRESS: at 16.76% examples, 663171 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:48,828 : INFO : EPOCH 13 - PROGRESS: at 17.09% examples, 663158 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:49,834 : INFO : EPOCH 13 - PROGRESS: at 17.42% examples, 663368 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:50,836 : INFO : EPOCH 13 - PROGRESS: at 17.76% examples, 663250 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:51,837 : INFO : EPOCH 13 - PROGRESS: at 18.07% examples, 663309 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:52,843 : INFO : EPOCH 13 - PROGRESS: at 18.36% examples, 663367 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:53,844 : INFO : EPOCH 13 - PROGRESS: at 18.69% examples, 663469 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:54,847 : INFO : EPOCH 13 - PROGRESS: at 18.98% examples, 663397 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:55,862 : INFO : EPOCH 13 - PROGRESS: at 19.29% examples, 663418 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:56,873 : INFO : EPOCH 13 - PROGRESS: at 19.60% examples, 663548 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:57,887 : INFO : EPOCH 13 - PROGRESS: at 19.92% examples, 663374 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:58,902 : INFO : EPOCH 13 - PROGRESS: at 20.25% examples, 663449 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:21:59,906 : INFO : EPOCH 13 - PROGRESS: at 20.58% examples, 663368 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:00,906 : INFO : EPOCH 13 - PROGRESS: at 20.90% examples, 663399 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:01,920 : INFO : EPOCH 13 - PROGRESS: at 21.21% examples, 663163 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:02,922 : INFO : EPOCH 13 - PROGRESS: at 21.54% examples, 663221 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:03,939 : INFO : EPOCH 13 - PROGRESS: at 21.84% examples, 663238 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:04,942 : INFO : EPOCH 13 - PROGRESS: at 22.17% examples, 663286 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:05,961 : INFO : EPOCH 13 - PROGRESS: at 22.49% examples, 663130 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:22:06,963 : INFO : EPOCH 13 - PROGRESS: at 22.80% examples, 663372 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:07,970 : INFO : EPOCH 13 - PROGRESS: at 23.15% examples, 663299 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:08,983 : INFO : EPOCH 13 - PROGRESS: at 23.44% examples, 663370 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:09,986 : INFO : EPOCH 13 - PROGRESS: at 23.77% examples, 663501 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:10,987 : INFO : EPOCH 13 - PROGRESS: at 24.11% examples, 663397 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:11,997 : INFO : EPOCH 13 - PROGRESS: at 24.44% examples, 663264 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:13,005 : INFO : EPOCH 13 - PROGRESS: at 24.77% examples, 663143 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:14,015 : INFO : EPOCH 13 - PROGRESS: at 25.08% examples, 663270 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:22:15,027 : INFO : EPOCH 13 - PROGRESS: at 25.42% examples, 663006 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:16,043 : INFO : EPOCH 13 - PROGRESS: at 25.75% examples, 663077 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:17,045 : INFO : EPOCH 13 - PROGRESS: at 26.06% examples, 663136 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:18,060 : INFO : EPOCH 13 - PROGRESS: at 26.35% examples, 663174 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:19,065 : INFO : EPOCH 13 - PROGRESS: at 26.69% examples, 663129 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:20,078 : INFO : EPOCH 13 - PROGRESS: at 26.99% examples, 662867 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:21,098 : INFO : EPOCH 13 - PROGRESS: at 27.29% examples, 662352 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:22,100 : INFO : EPOCH 13 - PROGRESS: at 27.60% examples, 661901 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:23,107 : INFO : EPOCH 13 - PROGRESS: at 27.90% examples, 661451 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:24,107 : INFO : EPOCH 13 - PROGRESS: at 28.17% examples, 660484 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:25,118 : INFO : EPOCH 13 - PROGRESS: at 28.51% examples, 660648 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:26,133 : INFO : EPOCH 13 - PROGRESS: at 28.87% examples, 661403 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:27,140 : INFO : EPOCH 13 - PROGRESS: at 29.22% examples, 662098 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:28,150 : INFO : EPOCH 13 - PROGRESS: at 29.57% examples, 662855 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:29,161 : INFO : EPOCH 13 - PROGRESS: at 29.94% examples, 663450 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:30,167 : INFO : EPOCH 13 - PROGRESS: at 30.31% examples, 664152 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:31,182 : INFO : EPOCH 13 - PROGRESS: at 30.67% examples, 664727 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:32,184 : INFO : EPOCH 13 - PROGRESS: at 31.01% examples, 665393 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:33,188 : INFO : EPOCH 13 - PROGRESS: at 31.37% examples, 666133 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:34,200 : INFO : EPOCH 13 - PROGRESS: at 31.75% examples, 666671 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:35,213 : INFO : EPOCH 13 - PROGRESS: at 32.08% examples, 667342 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:36,214 : INFO : EPOCH 13 - PROGRESS: at 32.42% examples, 667940 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:37,234 : INFO : EPOCH 13 - PROGRESS: at 32.80% examples, 668486 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:38,247 : INFO : EPOCH 13 - PROGRESS: at 33.18% examples, 669003 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:39,259 : INFO : EPOCH 13 - PROGRESS: at 33.52% examples, 669689 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:40,261 : INFO : EPOCH 13 - PROGRESS: at 33.87% examples, 670085 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:41,266 : INFO : EPOCH 13 - PROGRESS: at 34.25% examples, 670659 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:42,275 : INFO : EPOCH 13 - PROGRESS: at 34.60% examples, 671161 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:22:43,280 : INFO : EPOCH 13 - PROGRESS: at 34.93% examples, 671701 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:44,289 : INFO : EPOCH 13 - PROGRESS: at 35.29% examples, 672125 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:45,296 : INFO : EPOCH 13 - PROGRESS: at 35.64% examples, 672658 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:46,302 : INFO : EPOCH 13 - PROGRESS: at 36.00% examples, 673128 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:47,315 : INFO : EPOCH 13 - PROGRESS: at 36.35% examples, 673633 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:48,315 : INFO : EPOCH 13 - PROGRESS: at 36.69% examples, 674174 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:49,320 : INFO : EPOCH 13 - PROGRESS: at 37.07% examples, 674562 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:22:50,330 : INFO : EPOCH 13 - PROGRESS: at 37.42% examples, 675007 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:51,349 : INFO : EPOCH 13 - PROGRESS: at 37.77% examples, 675430 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:52,371 : INFO : EPOCH 13 - PROGRESS: at 38.12% examples, 675840 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:53,383 : INFO : EPOCH 13 - PROGRESS: at 38.50% examples, 676284 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:54,395 : INFO : EPOCH 13 - PROGRESS: at 38.85% examples, 676712 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:55,403 : INFO : EPOCH 13 - PROGRESS: at 39.19% examples, 677163 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:56,405 : INFO : EPOCH 13 - PROGRESS: at 39.54% examples, 677556 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:57,414 : INFO : EPOCH 13 - PROGRESS: at 39.88% examples, 677969 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:58,445 : INFO : EPOCH 13 - PROGRESS: at 40.24% examples, 678314 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:22:59,461 : INFO : EPOCH 13 - PROGRESS: at 40.61% examples, 678694 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:00,471 : INFO : EPOCH 13 - PROGRESS: at 40.95% examples, 679195 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:01,471 : INFO : EPOCH 13 - PROGRESS: at 41.27% examples, 679719 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:02,475 : INFO : EPOCH 13 - PROGRESS: at 41.60% examples, 679728 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:03,484 : INFO : EPOCH 13 - PROGRESS: at 41.91% examples, 679660 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:04,486 : INFO : EPOCH 13 - PROGRESS: at 42.21% examples, 679576 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:05,487 : INFO : EPOCH 13 - PROGRESS: at 42.55% examples, 679417 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:06,498 : INFO : EPOCH 13 - PROGRESS: at 42.86% examples, 679230 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:07,498 : INFO : EPOCH 13 - PROGRESS: at 43.20% examples, 679081 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:08,504 : INFO : EPOCH 13 - PROGRESS: at 43.52% examples, 679000 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:09,505 : INFO : EPOCH 13 - PROGRESS: at 43.85% examples, 678857 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:10,522 : INFO : EPOCH 13 - PROGRESS: at 44.19% examples, 678695 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:11,530 : INFO : EPOCH 13 - PROGRESS: at 44.55% examples, 678491 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:12,547 : INFO : EPOCH 13 - PROGRESS: at 44.89% examples, 678308 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:13,551 : INFO : EPOCH 13 - PROGRESS: at 45.22% examples, 678146 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:14,554 : INFO : EPOCH 13 - PROGRESS: at 45.56% examples, 678007 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:15,559 : INFO : EPOCH 13 - PROGRESS: at 45.88% examples, 677900 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:16,560 : INFO : EPOCH 13 - PROGRESS: at 46.20% examples, 677766 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:17,568 : INFO : EPOCH 13 - PROGRESS: at 46.53% examples, 677704 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:18,577 : INFO : EPOCH 13 - PROGRESS: at 46.83% examples, 677598 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:19,583 : INFO : EPOCH 13 - PROGRESS: at 47.16% examples, 677503 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:20,597 : INFO : EPOCH 13 - PROGRESS: at 47.47% examples, 677444 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:21,599 : INFO : EPOCH 13 - PROGRESS: at 47.79% examples, 677307 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:22,613 : INFO : EPOCH 13 - PROGRESS: at 48.13% examples, 677181 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:23,617 : INFO : EPOCH 13 - PROGRESS: at 48.44% examples, 677092 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:24,619 : INFO : EPOCH 13 - PROGRESS: at 48.74% examples, 676972 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:25,637 : INFO : EPOCH 13 - PROGRESS: at 49.05% examples, 676946 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:26,642 : INFO : EPOCH 13 - PROGRESS: at 49.38% examples, 676807 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:27,652 : INFO : EPOCH 13 - PROGRESS: at 49.71% examples, 676705 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:28,675 : INFO : EPOCH 13 - PROGRESS: at 50.02% examples, 676611 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:29,678 : INFO : EPOCH 13 - PROGRESS: at 50.36% examples, 676513 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:30,683 : INFO : EPOCH 13 - PROGRESS: at 50.66% examples, 676541 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:31,695 : INFO : EPOCH 13 - PROGRESS: at 51.00% examples, 676329 words/s, in_qsize 8, out_qsize 1
2020-07-24 15:23:32,701 : INFO : EPOCH 13 - PROGRESS: at 51.30% examples, 676300 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:33,702 : INFO : EPOCH 13 - PROGRESS: at 51.60% examples, 676259 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:34,705 : INFO : EPOCH 13 - PROGRESS: at 51.91% examples, 676160 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:35,722 : INFO : EPOCH 13 - PROGRESS: at 52.27% examples, 676069 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:36,736 : INFO : EPOCH 13 - PROGRESS: at 52.59% examples, 676021 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:37,744 : INFO : EPOCH 13 - PROGRESS: at 52.94% examples, 675835 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:38,755 : INFO : EPOCH 13 - PROGRESS: at 53.25% examples, 675788 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:39,756 : INFO : EPOCH 13 - PROGRESS: at 53.59% examples, 675738 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:40,769 : INFO : EPOCH 13 - PROGRESS: at 53.90% examples, 675605 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:41,770 : INFO : EPOCH 13 - PROGRESS: at 54.20% examples, 675499 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:42,776 : INFO : EPOCH 13 - PROGRESS: at 54.50% examples, 675500 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:43,810 : INFO : EPOCH 13 - PROGRESS: at 54.81% examples, 675289 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:23:44,835 : INFO : EPOCH 13 - PROGRESS: at 55.13% examples, 675261 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:45,839 : INFO : EPOCH 13 - PROGRESS: at 55.43% examples, 675227 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:46,845 : INFO : EPOCH 13 - PROGRESS: at 55.76% examples, 675109 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:47,851 : INFO : EPOCH 13 - PROGRESS: at 56.10% examples, 675061 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:48,851 : INFO : EPOCH 13 - PROGRESS: at 56.41% examples, 674941 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:49,863 : INFO : EPOCH 13 - PROGRESS: at 56.72% examples, 674888 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:50,873 : INFO : EPOCH 13 - PROGRESS: at 57.04% examples, 674797 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:23:51,889 : INFO : EPOCH 13 - PROGRESS: at 57.36% examples, 674680 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:52,897 : INFO : EPOCH 13 - PROGRESS: at 57.68% examples, 674658 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:53,900 : INFO : EPOCH 13 - PROGRESS: at 58.02% examples, 674634 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:54,918 : INFO : EPOCH 13 - PROGRESS: at 58.34% examples, 674489 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:55,921 : INFO : EPOCH 13 - PROGRESS: at 58.63% examples, 674504 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:23:56,930 : INFO : EPOCH 13 - PROGRESS: at 58.95% examples, 674390 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:57,932 : INFO : EPOCH 13 - PROGRESS: at 59.27% examples, 674323 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:58,949 : INFO : EPOCH 13 - PROGRESS: at 59.60% examples, 674313 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:23:59,956 : INFO : EPOCH 13 - PROGRESS: at 59.90% examples, 674203 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:00,960 : INFO : EPOCH 13 - PROGRESS: at 60.21% examples, 674111 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:01,971 : INFO : EPOCH 13 - PROGRESS: at 60.52% examples, 674085 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:02,982 : INFO : EPOCH 13 - PROGRESS: at 60.87% examples, 674032 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:03,983 : INFO : EPOCH 13 - PROGRESS: at 61.20% examples, 673942 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:04,990 : INFO : EPOCH 13 - PROGRESS: at 61.52% examples, 673808 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:06,005 : INFO : EPOCH 13 - PROGRESS: at 61.83% examples, 673755 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:07,011 : INFO : EPOCH 13 - PROGRESS: at 62.14% examples, 673675 words/s, in_qsize 8, out_qsize 1
2020-07-24 15:24:08,025 : INFO : EPOCH 13 - PROGRESS: at 62.45% examples, 673613 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:09,031 : INFO : EPOCH 13 - PROGRESS: at 62.77% examples, 673637 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:10,033 : INFO : EPOCH 13 - PROGRESS: at 63.09% examples, 673627 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:11,053 : INFO : EPOCH 13 - PROGRESS: at 63.42% examples, 673526 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:24:12,062 : INFO : EPOCH 13 - PROGRESS: at 63.77% examples, 673429 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:13,064 : INFO : EPOCH 13 - PROGRESS: at 64.07% examples, 673411 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:14,065 : INFO : EPOCH 13 - PROGRESS: at 64.38% examples, 673355 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:15,070 : INFO : EPOCH 13 - PROGRESS: at 64.69% examples, 673229 words/s, in_qsize 6, out_qsize 2
2020-07-24 15:24:16,075 : INFO : EPOCH 13 - PROGRESS: at 65.02% examples, 673211 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:17,085 : INFO : EPOCH 13 - PROGRESS: at 65.32% examples, 673144 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:18,100 : INFO : EPOCH 13 - PROGRESS: at 65.64% examples, 673103 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:19,109 : INFO : EPOCH 13 - PROGRESS: at 65.95% examples, 673053 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:20,117 : INFO : EPOCH 13 - PROGRESS: at 66.29% examples, 673021 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:21,126 : INFO : EPOCH 13 - PROGRESS: at 66.60% examples, 672965 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:22,140 : INFO : EPOCH 13 - PROGRESS: at 66.94% examples, 672934 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:23,141 : INFO : EPOCH 13 - PROGRESS: at 67.23% examples, 672945 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:24,150 : INFO : EPOCH 13 - PROGRESS: at 67.55% examples, 672859 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:25,165 : INFO : EPOCH 13 - PROGRESS: at 67.84% examples, 672829 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:26,177 : INFO : EPOCH 13 - PROGRESS: at 68.16% examples, 672797 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:27,182 : INFO : EPOCH 13 - PROGRESS: at 68.50% examples, 672746 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:28,184 : INFO : EPOCH 13 - PROGRESS: at 68.81% examples, 672693 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:29,192 : INFO : EPOCH 13 - PROGRESS: at 69.13% examples, 672649 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:24:30,201 : INFO : EPOCH 13 - PROGRESS: at 69.47% examples, 672561 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:31,206 : INFO : EPOCH 13 - PROGRESS: at 69.80% examples, 672551 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:32,215 : INFO : EPOCH 13 - PROGRESS: at 70.11% examples, 672542 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:33,223 : INFO : EPOCH 13 - PROGRESS: at 70.45% examples, 672468 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:34,224 : INFO : EPOCH 13 - PROGRESS: at 70.77% examples, 672408 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:35,245 : INFO : EPOCH 13 - PROGRESS: at 71.09% examples, 672357 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:36,262 : INFO : EPOCH 13 - PROGRESS: at 71.42% examples, 672325 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:37,266 : INFO : EPOCH 13 - PROGRESS: at 71.72% examples, 672275 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:38,269 : INFO : EPOCH 13 - PROGRESS: at 72.03% examples, 672234 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:39,272 : INFO : EPOCH 13 - PROGRESS: at 72.33% examples, 672217 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:40,275 : INFO : EPOCH 13 - PROGRESS: at 72.66% examples, 672165 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:41,285 : INFO : EPOCH 13 - PROGRESS: at 72.97% examples, 672109 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:42,285 : INFO : EPOCH 13 - PROGRESS: at 73.29% examples, 672094 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:43,301 : INFO : EPOCH 13 - PROGRESS: at 73.63% examples, 672012 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:44,314 : INFO : EPOCH 13 - PROGRESS: at 74.00% examples, 671932 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:45,329 : INFO : EPOCH 13 - PROGRESS: at 74.32% examples, 671874 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:46,331 : INFO : EPOCH 13 - PROGRESS: at 74.62% examples, 671838 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:24:47,344 : INFO : EPOCH 13 - PROGRESS: at 74.93% examples, 671797 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:48,355 : INFO : EPOCH 13 - PROGRESS: at 75.28% examples, 671765 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:49,355 : INFO : EPOCH 13 - PROGRESS: at 75.58% examples, 671724 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:50,359 : INFO : EPOCH 13 - PROGRESS: at 75.85% examples, 671692 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:51,368 : INFO : EPOCH 13 - PROGRESS: at 76.18% examples, 671648 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:52,373 : INFO : EPOCH 13 - PROGRESS: at 76.48% examples, 671628 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:53,377 : INFO : EPOCH 13 - PROGRESS: at 76.79% examples, 671593 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:24:54,380 : INFO : EPOCH 13 - PROGRESS: at 77.10% examples, 671573 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:24:55,381 : INFO : EPOCH 13 - PROGRESS: at 77.41% examples, 671536 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:56,391 : INFO : EPOCH 13 - PROGRESS: at 77.73% examples, 671556 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:57,393 : INFO : EPOCH 13 - PROGRESS: at 78.05% examples, 671490 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:58,394 : INFO : EPOCH 13 - PROGRESS: at 78.37% examples, 671443 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:24:59,404 : INFO : EPOCH 13 - PROGRESS: at 78.71% examples, 671314 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:00,407 : INFO : EPOCH 13 - PROGRESS: at 79.01% examples, 671138 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:01,409 : INFO : EPOCH 13 - PROGRESS: at 79.33% examples, 671050 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:02,415 : INFO : EPOCH 13 - PROGRESS: at 79.62% examples, 670913 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:03,416 : INFO : EPOCH 13 - PROGRESS: at 79.90% examples, 670771 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:04,441 : INFO : EPOCH 13 - PROGRESS: at 80.16% examples, 670305 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:05,446 : INFO : EPOCH 13 - PROGRESS: at 80.48% examples, 670228 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:06,451 : INFO : EPOCH 13 - PROGRESS: at 80.84% examples, 670445 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:07,460 : INFO : EPOCH 13 - PROGRESS: at 81.19% examples, 670666 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:08,467 : INFO : EPOCH 13 - PROGRESS: at 81.55% examples, 670928 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:09,476 : INFO : EPOCH 13 - PROGRESS: at 81.93% examples, 671118 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:10,477 : INFO : EPOCH 13 - PROGRESS: at 82.29% examples, 671332 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:11,481 : INFO : EPOCH 13 - PROGRESS: at 82.66% examples, 671574 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:25:12,498 : INFO : EPOCH 13 - PROGRESS: at 83.00% examples, 671796 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:25:13,500 : INFO : EPOCH 13 - PROGRESS: at 83.34% examples, 672055 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:14,506 : INFO : EPOCH 13 - PROGRESS: at 83.69% examples, 672278 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:15,516 : INFO : EPOCH 13 - PROGRESS: at 84.07% examples, 672498 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:16,520 : INFO : EPOCH 13 - PROGRESS: at 84.41% examples, 672687 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:17,531 : INFO : EPOCH 13 - PROGRESS: at 84.74% examples, 672901 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:18,531 : INFO : EPOCH 13 - PROGRESS: at 85.11% examples, 673145 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:19,542 : INFO : EPOCH 13 - PROGRESS: at 85.44% examples, 673352 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:20,551 : INFO : EPOCH 13 - PROGRESS: at 85.81% examples, 673568 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:21,555 : INFO : EPOCH 13 - PROGRESS: at 86.12% examples, 673837 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:22,556 : INFO : EPOCH 13 - PROGRESS: at 86.46% examples, 674076 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:23,564 : INFO : EPOCH 13 - PROGRESS: at 86.79% examples, 674309 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:24,564 : INFO : EPOCH 13 - PROGRESS: at 87.16% examples, 674528 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:25,570 : INFO : EPOCH 13 - PROGRESS: at 87.55% examples, 674708 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:26,577 : INFO : EPOCH 13 - PROGRESS: at 87.91% examples, 674919 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:27,589 : INFO : EPOCH 13 - PROGRESS: at 88.24% examples, 675083 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:28,596 : INFO : EPOCH 13 - PROGRESS: at 88.56% examples, 675309 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:29,612 : INFO : EPOCH 13 - PROGRESS: at 88.90% examples, 675503 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:30,612 : INFO : EPOCH 13 - PROGRESS: at 89.25% examples, 675713 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:31,614 : INFO : EPOCH 13 - PROGRESS: at 89.60% examples, 675905 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:32,614 : INFO : EPOCH 13 - PROGRESS: at 89.93% examples, 676111 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:25:33,624 : INFO : EPOCH 13 - PROGRESS: at 90.31% examples, 676262 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:34,630 : INFO : EPOCH 13 - PROGRESS: at 90.66% examples, 676452 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:35,651 : INFO : EPOCH 13 - PROGRESS: at 91.02% examples, 676655 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:25:36,658 : INFO : EPOCH 13 - PROGRESS: at 91.37% examples, 676872 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:37,666 : INFO : EPOCH 13 - PROGRESS: at 91.71% examples, 677045 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:38,685 : INFO : EPOCH 13 - PROGRESS: at 92.06% examples, 677223 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:39,690 : INFO : EPOCH 13 - PROGRESS: at 92.42% examples, 677414 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:40,698 : INFO : EPOCH 13 - PROGRESS: at 92.77% examples, 677610 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:41,701 : INFO : EPOCH 13 - PROGRESS: at 93.12% examples, 677787 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:42,710 : INFO : EPOCH 13 - PROGRESS: at 93.46% examples, 677982 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:43,718 : INFO : EPOCH 13 - PROGRESS: at 93.80% examples, 678158 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:44,722 : INFO : EPOCH 13 - PROGRESS: at 94.14% examples, 678330 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:45,723 : INFO : EPOCH 13 - PROGRESS: at 94.49% examples, 678512 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:46,728 : INFO : EPOCH 13 - PROGRESS: at 94.84% examples, 678698 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:47,730 : INFO : EPOCH 13 - PROGRESS: at 95.22% examples, 678844 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:48,740 : INFO : EPOCH 13 - PROGRESS: at 95.55% examples, 679002 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:49,748 : INFO : EPOCH 13 - PROGRESS: at 95.89% examples, 679224 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:50,758 : INFO : EPOCH 13 - PROGRESS: at 96.22% examples, 679391 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:51,760 : INFO : EPOCH 13 - PROGRESS: at 96.60% examples, 679528 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:52,778 : INFO : EPOCH 13 - PROGRESS: at 96.97% examples, 679681 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:53,786 : INFO : EPOCH 13 - PROGRESS: at 97.32% examples, 679873 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:54,787 : INFO : EPOCH 13 - PROGRESS: at 97.69% examples, 680028 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:55,800 : INFO : EPOCH 13 - PROGRESS: at 98.06% examples, 680185 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:56,812 : INFO : EPOCH 13 - PROGRESS: at 98.40% examples, 680337 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:57,828 : INFO : EPOCH 13 - PROGRESS: at 98.78% examples, 680462 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:25:58,849 : INFO : EPOCH 13 - PROGRESS: at 99.12% examples, 680595 words/s, in_qsize 8, out_qsize 1
2020-07-24 15:25:59,850 : INFO : EPOCH 13 - PROGRESS: at 99.48% examples, 680746 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:00,853 : INFO : EPOCH 13 - PROGRESS: at 99.83% examples, 680908 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:26:01,290 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 15:26:01,298 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 15:26:01,302 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 15:26:01,310 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 15:26:01,311 : INFO : EPOCH - 13 : training on 268191231 raw words (208354683 effective words) took 306.0s, 680974 effective words/s
2020-07-24 15:26:02,323 : INFO : EPOCH 14 - PROGRESS: at 0.36% examples, 700539 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:03,327 : INFO : EPOCH 14 - PROGRESS: at 0.71% examples, 719404 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:04,334 : INFO : EPOCH 14 - PROGRESS: at 1.06% examples, 721385 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:05,334 : INFO : EPOCH 14 - PROGRESS: at 1.44% examples, 720793 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:06,337 : INFO : EPOCH 14 - PROGRESS: at 1.78% examples, 722570 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:07,341 : INFO : EPOCH 14 - PROGRESS: at 2.12% examples, 723515 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:08,349 : INFO : EPOCH 14 - PROGRESS: at 2.46% examples, 724241 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:09,357 : INFO : EPOCH 14 - PROGRESS: at 2.83% examples, 725352 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:10,364 : INFO : EPOCH 14 - PROGRESS: at 3.18% examples, 725141 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:11,364 : INFO : EPOCH 14 - PROGRESS: at 3.51% examples, 727085 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:12,370 : INFO : EPOCH 14 - PROGRESS: at 3.86% examples, 727222 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:13,370 : INFO : EPOCH 14 - PROGRESS: at 4.21% examples, 727413 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:14,375 : INFO : EPOCH 14 - PROGRESS: at 4.57% examples, 726376 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:15,387 : INFO : EPOCH 14 - PROGRESS: at 4.93% examples, 726944 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:16,394 : INFO : EPOCH 14 - PROGRESS: at 5.31% examples, 726405 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:17,402 : INFO : EPOCH 14 - PROGRESS: at 5.68% examples, 726465 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:18,402 : INFO : EPOCH 14 - PROGRESS: at 6.01% examples, 726869 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:19,403 : INFO : EPOCH 14 - PROGRESS: at 6.34% examples, 728199 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:20,425 : INFO : EPOCH 14 - PROGRESS: at 6.68% examples, 727904 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:26:21,437 : INFO : EPOCH 14 - PROGRESS: at 7.04% examples, 728001 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:22,438 : INFO : EPOCH 14 - PROGRESS: at 7.40% examples, 727805 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:23,448 : INFO : EPOCH 14 - PROGRESS: at 7.75% examples, 728021 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:24,453 : INFO : EPOCH 14 - PROGRESS: at 8.11% examples, 727931 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:26:25,469 : INFO : EPOCH 14 - PROGRESS: at 8.44% examples, 727766 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:26,469 : INFO : EPOCH 14 - PROGRESS: at 8.80% examples, 728335 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:27,482 : INFO : EPOCH 14 - PROGRESS: at 9.15% examples, 727834 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:28,500 : INFO : EPOCH 14 - PROGRESS: at 9.46% examples, 728431 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:29,503 : INFO : EPOCH 14 - PROGRESS: at 9.84% examples, 728561 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:30,505 : INFO : EPOCH 14 - PROGRESS: at 10.21% examples, 728438 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:31,510 : INFO : EPOCH 14 - PROGRESS: at 10.56% examples, 728712 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:26:32,511 : INFO : EPOCH 14 - PROGRESS: at 10.92% examples, 729137 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:33,515 : INFO : EPOCH 14 - PROGRESS: at 11.27% examples, 728899 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:34,516 : INFO : EPOCH 14 - PROGRESS: at 11.63% examples, 728979 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:26:35,526 : INFO : EPOCH 14 - PROGRESS: at 11.97% examples, 728625 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:36,539 : INFO : EPOCH 14 - PROGRESS: at 12.33% examples, 728674 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:37,554 : INFO : EPOCH 14 - PROGRESS: at 12.71% examples, 728816 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:38,558 : INFO : EPOCH 14 - PROGRESS: at 13.05% examples, 728703 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:39,563 : INFO : EPOCH 14 - PROGRESS: at 13.40% examples, 728673 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:40,581 : INFO : EPOCH 14 - PROGRESS: at 13.76% examples, 728621 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:41,588 : INFO : EPOCH 14 - PROGRESS: at 14.11% examples, 728760 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:42,590 : INFO : EPOCH 14 - PROGRESS: at 14.46% examples, 728759 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:43,593 : INFO : EPOCH 14 - PROGRESS: at 14.82% examples, 729126 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:44,615 : INFO : EPOCH 14 - PROGRESS: at 15.17% examples, 728716 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:26:45,633 : INFO : EPOCH 14 - PROGRESS: at 15.52% examples, 728694 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:46,638 : INFO : EPOCH 14 - PROGRESS: at 15.89% examples, 728768 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:47,644 : INFO : EPOCH 14 - PROGRESS: at 16.25% examples, 728855 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:48,656 : INFO : EPOCH 14 - PROGRESS: at 16.62% examples, 728770 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:49,664 : INFO : EPOCH 14 - PROGRESS: at 16.97% examples, 728613 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:50,667 : INFO : EPOCH 14 - PROGRESS: at 17.33% examples, 728329 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:26:51,674 : INFO : EPOCH 14 - PROGRESS: at 17.70% examples, 728311 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:52,682 : INFO : EPOCH 14 - PROGRESS: at 18.05% examples, 728493 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:53,690 : INFO : EPOCH 14 - PROGRESS: at 18.38% examples, 728640 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:54,706 : INFO : EPOCH 14 - PROGRESS: at 18.72% examples, 728732 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:55,719 : INFO : EPOCH 14 - PROGRESS: at 19.07% examples, 728715 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:26:56,722 : INFO : EPOCH 14 - PROGRESS: at 19.40% examples, 728966 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:57,729 : INFO : EPOCH 14 - PROGRESS: at 19.74% examples, 729000 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:58,737 : INFO : EPOCH 14 - PROGRESS: at 20.11% examples, 729075 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:26:59,753 : INFO : EPOCH 14 - PROGRESS: at 20.46% examples, 728873 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:00,757 : INFO : EPOCH 14 - PROGRESS: at 20.83% examples, 728815 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:01,767 : INFO : EPOCH 14 - PROGRESS: at 21.17% examples, 728974 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:02,775 : INFO : EPOCH 14 - PROGRESS: at 21.53% examples, 728953 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:03,784 : INFO : EPOCH 14 - PROGRESS: at 21.85% examples, 728943 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:04,789 : INFO : EPOCH 14 - PROGRESS: at 22.22% examples, 728845 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:05,790 : INFO : EPOCH 14 - PROGRESS: at 22.57% examples, 728951 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:06,797 : INFO : EPOCH 14 - PROGRESS: at 22.93% examples, 729060 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:07,799 : INFO : EPOCH 14 - PROGRESS: at 23.27% examples, 729124 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:08,807 : INFO : EPOCH 14 - PROGRESS: at 23.63% examples, 729091 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:09,815 : INFO : EPOCH 14 - PROGRESS: at 23.99% examples, 729251 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:10,823 : INFO : EPOCH 14 - PROGRESS: at 24.37% examples, 729252 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:27:11,825 : INFO : EPOCH 14 - PROGRESS: at 24.73% examples, 729052 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:27:12,825 : INFO : EPOCH 14 - PROGRESS: at 25.06% examples, 729128 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:13,830 : INFO : EPOCH 14 - PROGRESS: at 25.43% examples, 728958 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:14,841 : INFO : EPOCH 14 - PROGRESS: at 25.80% examples, 729126 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:15,844 : INFO : EPOCH 14 - PROGRESS: at 26.13% examples, 729220 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:16,845 : INFO : EPOCH 14 - PROGRESS: at 26.48% examples, 729273 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:17,865 : INFO : EPOCH 14 - PROGRESS: at 26.82% examples, 729347 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:18,867 : INFO : EPOCH 14 - PROGRESS: at 27.18% examples, 729454 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:27:19,876 : INFO : EPOCH 14 - PROGRESS: at 27.53% examples, 729345 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:20,887 : INFO : EPOCH 14 - PROGRESS: at 27.89% examples, 729190 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:21,888 : INFO : EPOCH 14 - PROGRESS: at 28.24% examples, 729345 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:27:22,912 : INFO : EPOCH 14 - PROGRESS: at 28.61% examples, 729223 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:27:23,918 : INFO : EPOCH 14 - PROGRESS: at 28.96% examples, 729326 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:24,921 : INFO : EPOCH 14 - PROGRESS: at 29.31% examples, 729323 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:25,929 : INFO : EPOCH 14 - PROGRESS: at 29.68% examples, 729260 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:26,956 : INFO : EPOCH 14 - PROGRESS: at 30.05% examples, 729237 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:27,970 : INFO : EPOCH 14 - PROGRESS: at 30.42% examples, 729160 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:28,980 : INFO : EPOCH 14 - PROGRESS: at 30.78% examples, 729103 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:29,981 : INFO : EPOCH 14 - PROGRESS: at 31.11% examples, 729164 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:30,988 : INFO : EPOCH 14 - PROGRESS: at 31.48% examples, 729143 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:27:31,995 : INFO : EPOCH 14 - PROGRESS: at 31.85% examples, 729114 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:33,000 : INFO : EPOCH 14 - PROGRESS: at 32.17% examples, 729155 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:34,003 : INFO : EPOCH 14 - PROGRESS: at 32.54% examples, 728967 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:35,005 : INFO : EPOCH 14 - PROGRESS: at 32.91% examples, 729001 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:36,015 : INFO : EPOCH 14 - PROGRESS: at 33.25% examples, 728933 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:37,026 : INFO : EPOCH 14 - PROGRESS: at 33.58% examples, 728501 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:38,029 : INFO : EPOCH 14 - PROGRESS: at 33.92% examples, 727818 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:39,032 : INFO : EPOCH 14 - PROGRESS: at 34.26% examples, 727020 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:40,035 : INFO : EPOCH 14 - PROGRESS: at 34.57% examples, 726041 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:41,038 : INFO : EPOCH 14 - PROGRESS: at 34.85% examples, 725140 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:42,039 : INFO : EPOCH 14 - PROGRESS: at 35.15% examples, 724127 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:43,049 : INFO : EPOCH 14 - PROGRESS: at 35.45% examples, 723015 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:44,049 : INFO : EPOCH 14 - PROGRESS: at 35.73% examples, 721475 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:45,053 : INFO : EPOCH 14 - PROGRESS: at 36.06% examples, 721158 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:46,062 : INFO : EPOCH 14 - PROGRESS: at 36.41% examples, 721317 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:47,062 : INFO : EPOCH 14 - PROGRESS: at 36.75% examples, 721376 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:48,069 : INFO : EPOCH 14 - PROGRESS: at 37.13% examples, 721439 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:49,069 : INFO : EPOCH 14 - PROGRESS: at 37.49% examples, 721450 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:50,080 : INFO : EPOCH 14 - PROGRESS: at 37.84% examples, 721565 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:51,081 : INFO : EPOCH 14 - PROGRESS: at 38.20% examples, 721651 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:52,084 : INFO : EPOCH 14 - PROGRESS: at 38.55% examples, 721675 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:53,096 : INFO : EPOCH 14 - PROGRESS: at 38.90% examples, 721767 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:54,109 : INFO : EPOCH 14 - PROGRESS: at 39.24% examples, 721857 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:27:55,111 : INFO : EPOCH 14 - PROGRESS: at 39.59% examples, 721862 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:56,113 : INFO : EPOCH 14 - PROGRESS: at 39.94% examples, 721958 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:57,137 : INFO : EPOCH 14 - PROGRESS: at 40.32% examples, 721961 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:58,138 : INFO : EPOCH 14 - PROGRESS: at 40.68% examples, 722060 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:27:59,142 : INFO : EPOCH 14 - PROGRESS: at 41.01% examples, 722233 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:00,148 : INFO : EPOCH 14 - PROGRESS: at 41.32% examples, 722346 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:01,151 : INFO : EPOCH 14 - PROGRESS: at 41.67% examples, 722297 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:02,154 : INFO : EPOCH 14 - PROGRESS: at 42.00% examples, 722439 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:03,160 : INFO : EPOCH 14 - PROGRESS: at 42.35% examples, 722513 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:04,164 : INFO : EPOCH 14 - PROGRESS: at 42.72% examples, 722504 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:05,170 : INFO : EPOCH 14 - PROGRESS: at 43.08% examples, 722599 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:06,180 : INFO : EPOCH 14 - PROGRESS: at 43.43% examples, 722634 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:28:07,186 : INFO : EPOCH 14 - PROGRESS: at 43.80% examples, 722730 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:08,187 : INFO : EPOCH 14 - PROGRESS: at 44.17% examples, 722739 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:09,189 : INFO : EPOCH 14 - PROGRESS: at 44.56% examples, 722732 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:10,198 : INFO : EPOCH 14 - PROGRESS: at 44.94% examples, 722730 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:28:11,213 : INFO : EPOCH 14 - PROGRESS: at 45.29% examples, 722706 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:12,217 : INFO : EPOCH 14 - PROGRESS: at 45.67% examples, 722722 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:13,224 : INFO : EPOCH 14 - PROGRESS: at 46.02% examples, 722735 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:14,231 : INFO : EPOCH 14 - PROGRESS: at 46.38% examples, 722820 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:28:15,245 : INFO : EPOCH 14 - PROGRESS: at 46.72% examples, 722883 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:16,253 : INFO : EPOCH 14 - PROGRESS: at 47.10% examples, 722943 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:17,255 : INFO : EPOCH 14 - PROGRESS: at 47.41% examples, 723045 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:18,268 : INFO : EPOCH 14 - PROGRESS: at 47.78% examples, 723057 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:19,271 : INFO : EPOCH 14 - PROGRESS: at 48.14% examples, 723058 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:20,275 : INFO : EPOCH 14 - PROGRESS: at 48.48% examples, 723071 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:21,278 : INFO : EPOCH 14 - PROGRESS: at 48.81% examples, 723223 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:22,279 : INFO : EPOCH 14 - PROGRESS: at 49.16% examples, 723235 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:23,284 : INFO : EPOCH 14 - PROGRESS: at 49.53% examples, 723310 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:24,287 : INFO : EPOCH 14 - PROGRESS: at 49.86% examples, 723341 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:25,295 : INFO : EPOCH 14 - PROGRESS: at 50.25% examples, 723407 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:26,299 : INFO : EPOCH 14 - PROGRESS: at 50.57% examples, 723529 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:27,315 : INFO : EPOCH 14 - PROGRESS: at 50.93% examples, 723513 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:28,325 : INFO : EPOCH 14 - PROGRESS: at 51.28% examples, 723588 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:29,326 : INFO : EPOCH 14 - PROGRESS: at 51.61% examples, 723794 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:30,329 : INFO : EPOCH 14 - PROGRESS: at 51.97% examples, 723804 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:31,336 : INFO : EPOCH 14 - PROGRESS: at 52.34% examples, 723837 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:28:32,346 : INFO : EPOCH 14 - PROGRESS: at 52.72% examples, 723815 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:33,365 : INFO : EPOCH 14 - PROGRESS: at 53.09% examples, 723843 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:34,368 : INFO : EPOCH 14 - PROGRESS: at 53.43% examples, 723924 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:35,368 : INFO : EPOCH 14 - PROGRESS: at 53.80% examples, 723938 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:36,388 : INFO : EPOCH 14 - PROGRESS: at 54.13% examples, 723997 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:37,399 : INFO : EPOCH 14 - PROGRESS: at 54.46% examples, 724063 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:38,428 : INFO : EPOCH 14 - PROGRESS: at 54.81% examples, 724078 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:39,443 : INFO : EPOCH 14 - PROGRESS: at 55.16% examples, 724149 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:40,445 : INFO : EPOCH 14 - PROGRESS: at 55.50% examples, 724210 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:41,445 : INFO : EPOCH 14 - PROGRESS: at 55.85% examples, 724166 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:42,451 : INFO : EPOCH 14 - PROGRESS: at 56.22% examples, 724129 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:43,467 : INFO : EPOCH 14 - PROGRESS: at 56.55% examples, 724205 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:44,472 : INFO : EPOCH 14 - PROGRESS: at 56.91% examples, 724264 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:45,478 : INFO : EPOCH 14 - PROGRESS: at 57.26% examples, 724264 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:46,496 : INFO : EPOCH 14 - PROGRESS: at 57.62% examples, 724273 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:47,511 : INFO : EPOCH 14 - PROGRESS: at 57.98% examples, 724344 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:28:48,517 : INFO : EPOCH 14 - PROGRESS: at 58.34% examples, 724380 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:49,518 : INFO : EPOCH 14 - PROGRESS: at 58.66% examples, 724495 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:50,541 : INFO : EPOCH 14 - PROGRESS: at 59.03% examples, 724469 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:28:51,555 : INFO : EPOCH 14 - PROGRESS: at 59.38% examples, 724513 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:52,558 : INFO : EPOCH 14 - PROGRESS: at 59.72% examples, 724535 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:28:53,574 : INFO : EPOCH 14 - PROGRESS: at 60.07% examples, 724543 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:54,578 : INFO : EPOCH 14 - PROGRESS: at 60.40% examples, 724559 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:55,584 : INFO : EPOCH 14 - PROGRESS: at 60.78% examples, 724560 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:28:56,590 : INFO : EPOCH 14 - PROGRESS: at 61.15% examples, 724557 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:57,613 : INFO : EPOCH 14 - PROGRESS: at 61.51% examples, 724528 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:58,615 : INFO : EPOCH 14 - PROGRESS: at 61.84% examples, 724625 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:28:59,616 : INFO : EPOCH 14 - PROGRESS: at 62.18% examples, 724676 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:00,617 : INFO : EPOCH 14 - PROGRESS: at 62.52% examples, 724736 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:01,622 : INFO : EPOCH 14 - PROGRESS: at 62.87% examples, 724755 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:02,634 : INFO : EPOCH 14 - PROGRESS: at 63.23% examples, 724706 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:03,646 : INFO : EPOCH 14 - PROGRESS: at 63.59% examples, 724721 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:04,657 : INFO : EPOCH 14 - PROGRESS: at 63.95% examples, 724742 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:05,657 : INFO : EPOCH 14 - PROGRESS: at 64.29% examples, 724818 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:06,666 : INFO : EPOCH 14 - PROGRESS: at 64.63% examples, 724836 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:07,669 : INFO : EPOCH 14 - PROGRESS: at 65.00% examples, 724850 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:08,680 : INFO : EPOCH 14 - PROGRESS: at 65.34% examples, 724838 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:09,682 : INFO : EPOCH 14 - PROGRESS: at 65.68% examples, 724869 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:10,687 : INFO : EPOCH 14 - PROGRESS: at 66.03% examples, 724941 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:11,688 : INFO : EPOCH 14 - PROGRESS: at 66.38% examples, 724962 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:12,692 : INFO : EPOCH 14 - PROGRESS: at 66.74% examples, 725125 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:13,692 : INFO : EPOCH 14 - PROGRESS: at 67.09% examples, 725175 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:14,693 : INFO : EPOCH 14 - PROGRESS: at 67.43% examples, 725235 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:15,696 : INFO : EPOCH 14 - PROGRESS: at 67.75% examples, 725269 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:16,714 : INFO : EPOCH 14 - PROGRESS: at 68.11% examples, 725248 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:17,715 : INFO : EPOCH 14 - PROGRESS: at 68.47% examples, 725335 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:29:18,716 : INFO : EPOCH 14 - PROGRESS: at 68.82% examples, 725361 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:19,720 : INFO : EPOCH 14 - PROGRESS: at 69.17% examples, 725374 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:20,727 : INFO : EPOCH 14 - PROGRESS: at 69.53% examples, 725373 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:21,738 : INFO : EPOCH 14 - PROGRESS: at 69.90% examples, 725456 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:22,745 : INFO : EPOCH 14 - PROGRESS: at 70.26% examples, 725437 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:23,754 : INFO : EPOCH 14 - PROGRESS: at 70.61% examples, 725489 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:24,767 : INFO : EPOCH 14 - PROGRESS: at 70.97% examples, 725482 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:25,767 : INFO : EPOCH 14 - PROGRESS: at 71.33% examples, 725509 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:26,775 : INFO : EPOCH 14 - PROGRESS: at 71.66% examples, 725534 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:27,776 : INFO : EPOCH 14 - PROGRESS: at 72.02% examples, 725534 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:28,782 : INFO : EPOCH 14 - PROGRESS: at 72.34% examples, 725554 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:29,800 : INFO : EPOCH 14 - PROGRESS: at 72.69% examples, 725548 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:30,802 : INFO : EPOCH 14 - PROGRESS: at 73.04% examples, 725609 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:31,808 : INFO : EPOCH 14 - PROGRESS: at 73.40% examples, 725619 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:32,817 : INFO : EPOCH 14 - PROGRESS: at 73.77% examples, 725580 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:29:33,830 : INFO : EPOCH 14 - PROGRESS: at 74.16% examples, 725522 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:34,831 : INFO : EPOCH 14 - PROGRESS: at 74.49% examples, 725626 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:35,841 : INFO : EPOCH 14 - PROGRESS: at 74.84% examples, 725646 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:29:36,844 : INFO : EPOCH 14 - PROGRESS: at 75.22% examples, 725677 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:37,855 : INFO : EPOCH 14 - PROGRESS: at 75.55% examples, 725706 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:38,868 : INFO : EPOCH 14 - PROGRESS: at 75.87% examples, 725708 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:39,873 : INFO : EPOCH 14 - PROGRESS: at 76.22% examples, 725745 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:40,878 : INFO : EPOCH 14 - PROGRESS: at 76.56% examples, 725830 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:41,891 : INFO : EPOCH 14 - PROGRESS: at 76.91% examples, 725795 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:42,892 : INFO : EPOCH 14 - PROGRESS: at 77.24% examples, 725876 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:43,899 : INFO : EPOCH 14 - PROGRESS: at 77.59% examples, 725898 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:44,918 : INFO : EPOCH 14 - PROGRESS: at 77.93% examples, 725855 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:45,920 : INFO : EPOCH 14 - PROGRESS: at 78.30% examples, 725889 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:46,926 : INFO : EPOCH 14 - PROGRESS: at 78.68% examples, 725903 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:47,930 : INFO : EPOCH 14 - PROGRESS: at 79.03% examples, 725917 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:48,932 : INFO : EPOCH 14 - PROGRESS: at 79.39% examples, 725931 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:49,934 : INFO : EPOCH 14 - PROGRESS: at 79.71% examples, 725956 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:50,941 : INFO : EPOCH 14 - PROGRESS: at 80.06% examples, 725969 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:51,951 : INFO : EPOCH 14 - PROGRESS: at 80.40% examples, 725994 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:52,962 : INFO : EPOCH 14 - PROGRESS: at 80.76% examples, 726015 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:53,975 : INFO : EPOCH 14 - PROGRESS: at 81.11% examples, 725995 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:54,982 : INFO : EPOCH 14 - PROGRESS: at 81.48% examples, 726006 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:55,995 : INFO : EPOCH 14 - PROGRESS: at 81.85% examples, 726021 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:56,996 : INFO : EPOCH 14 - PROGRESS: at 82.20% examples, 726006 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:58,003 : INFO : EPOCH 14 - PROGRESS: at 82.57% examples, 726010 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:29:59,004 : INFO : EPOCH 14 - PROGRESS: at 82.92% examples, 726034 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:00,008 : INFO : EPOCH 14 - PROGRESS: at 83.27% examples, 726043 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:01,011 : INFO : EPOCH 14 - PROGRESS: at 83.61% examples, 726071 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:02,012 : INFO : EPOCH 14 - PROGRESS: at 83.97% examples, 726076 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:03,012 : INFO : EPOCH 14 - PROGRESS: at 84.32% examples, 726070 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:04,027 : INFO : EPOCH 14 - PROGRESS: at 84.66% examples, 726088 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:05,029 : INFO : EPOCH 14 - PROGRESS: at 85.02% examples, 726127 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:06,029 : INFO : EPOCH 14 - PROGRESS: at 85.36% examples, 726177 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:07,031 : INFO : EPOCH 14 - PROGRESS: at 85.71% examples, 726176 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:08,036 : INFO : EPOCH 14 - PROGRESS: at 86.03% examples, 726206 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:09,036 : INFO : EPOCH 14 - PROGRESS: at 86.37% examples, 726274 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:10,052 : INFO : EPOCH 14 - PROGRESS: at 86.70% examples, 726293 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:11,073 : INFO : EPOCH 14 - PROGRESS: at 87.05% examples, 726293 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:12,082 : INFO : EPOCH 14 - PROGRESS: at 87.44% examples, 726319 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:13,097 : INFO : EPOCH 14 - PROGRESS: at 87.82% examples, 726299 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:14,108 : INFO : EPOCH 14 - PROGRESS: at 88.16% examples, 726327 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:15,112 : INFO : EPOCH 14 - PROGRESS: at 88.49% examples, 726293 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:16,115 : INFO : EPOCH 14 - PROGRESS: at 88.81% examples, 726355 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:17,119 : INFO : EPOCH 14 - PROGRESS: at 89.16% examples, 726357 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:18,122 : INFO : EPOCH 14 - PROGRESS: at 89.52% examples, 726339 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:19,124 : INFO : EPOCH 14 - PROGRESS: at 89.85% examples, 726379 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:20,135 : INFO : EPOCH 14 - PROGRESS: at 90.20% examples, 726210 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:21,151 : INFO : EPOCH 14 - PROGRESS: at 90.55% examples, 726130 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:22,155 : INFO : EPOCH 14 - PROGRESS: at 90.88% examples, 725993 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:23,156 : INFO : EPOCH 14 - PROGRESS: at 91.21% examples, 725767 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:24,167 : INFO : EPOCH 14 - PROGRESS: at 91.48% examples, 725191 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:25,167 : INFO : EPOCH 14 - PROGRESS: at 91.80% examples, 725120 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:26,174 : INFO : EPOCH 14 - PROGRESS: at 92.15% examples, 725093 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:27,179 : INFO : EPOCH 14 - PROGRESS: at 92.50% examples, 725148 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:28,187 : INFO : EPOCH 14 - PROGRESS: at 92.86% examples, 725155 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:29,206 : INFO : EPOCH 14 - PROGRESS: at 93.19% examples, 725141 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:30:30,212 : INFO : EPOCH 14 - PROGRESS: at 93.54% examples, 725169 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:31,230 : INFO : EPOCH 14 - PROGRESS: at 93.89% examples, 725182 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:32,233 : INFO : EPOCH 14 - PROGRESS: at 94.23% examples, 725253 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:33,234 : INFO : EPOCH 14 - PROGRESS: at 94.56% examples, 725255 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:34,249 : INFO : EPOCH 14 - PROGRESS: at 94.96% examples, 725256 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:35,258 : INFO : EPOCH 14 - PROGRESS: at 95.32% examples, 725299 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:30:36,275 : INFO : EPOCH 14 - PROGRESS: at 95.66% examples, 725281 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:37,286 : INFO : EPOCH 14 - PROGRESS: at 95.98% examples, 725343 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:38,292 : INFO : EPOCH 14 - PROGRESS: at 96.33% examples, 725376 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:39,292 : INFO : EPOCH 14 - PROGRESS: at 96.71% examples, 725376 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:40,310 : INFO : EPOCH 14 - PROGRESS: at 97.07% examples, 725359 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:41,318 : INFO : EPOCH 14 - PROGRESS: at 97.44% examples, 725356 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:42,318 : INFO : EPOCH 14 - PROGRESS: at 97.80% examples, 725351 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:43,327 : INFO : EPOCH 14 - PROGRESS: at 98.15% examples, 725335 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:44,331 : INFO : EPOCH 14 - PROGRESS: at 98.49% examples, 725357 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:45,333 : INFO : EPOCH 14 - PROGRESS: at 98.88% examples, 725318 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:30:46,347 : INFO : EPOCH 14 - PROGRESS: at 99.21% examples, 725330 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:47,347 : INFO : EPOCH 14 - PROGRESS: at 99.58% examples, 725346 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:48,352 : INFO : EPOCH 14 - PROGRESS: at 99.93% examples, 725379 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:48,509 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 15:30:48,518 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 15:30:48,528 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 15:30:48,533 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 15:30:48,534 : INFO : EPOCH - 14 : training on 268191231 raw words (208345144 effective words) took 287.2s, 725388 effective words/s
2020-07-24 15:30:49,545 : INFO : EPOCH 15 - PROGRESS: at 0.36% examples, 702161 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:50,552 : INFO : EPOCH 15 - PROGRESS: at 0.70% examples, 714906 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:51,562 : INFO : EPOCH 15 - PROGRESS: at 1.06% examples, 720409 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:52,565 : INFO : EPOCH 15 - PROGRESS: at 1.44% examples, 719739 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:53,568 : INFO : EPOCH 15 - PROGRESS: at 1.78% examples, 723107 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:54,573 : INFO : EPOCH 15 - PROGRESS: at 2.13% examples, 724862 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:55,582 : INFO : EPOCH 15 - PROGRESS: at 2.46% examples, 724564 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:56,591 : INFO : EPOCH 15 - PROGRESS: at 2.83% examples, 725254 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:57,601 : INFO : EPOCH 15 - PROGRESS: at 3.18% examples, 725453 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:58,611 : INFO : EPOCH 15 - PROGRESS: at 3.51% examples, 726103 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:30:59,614 : INFO : EPOCH 15 - PROGRESS: at 3.86% examples, 726412 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:00,622 : INFO : EPOCH 15 - PROGRESS: at 4.21% examples, 726274 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:31:01,628 : INFO : EPOCH 15 - PROGRESS: at 4.57% examples, 724691 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:02,632 : INFO : EPOCH 15 - PROGRESS: at 4.92% examples, 724720 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:31:03,641 : INFO : EPOCH 15 - PROGRESS: at 5.31% examples, 724854 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:04,647 : INFO : EPOCH 15 - PROGRESS: at 5.67% examples, 724929 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:05,651 : INFO : EPOCH 15 - PROGRESS: at 6.00% examples, 724836 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:06,663 : INFO : EPOCH 15 - PROGRESS: at 6.33% examples, 725603 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:07,678 : INFO : EPOCH 15 - PROGRESS: at 6.67% examples, 725905 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:08,684 : INFO : EPOCH 15 - PROGRESS: at 7.03% examples, 726356 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:09,694 : INFO : EPOCH 15 - PROGRESS: at 7.39% examples, 726030 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:10,696 : INFO : EPOCH 15 - PROGRESS: at 7.74% examples, 726391 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:11,698 : INFO : EPOCH 15 - PROGRESS: at 8.10% examples, 725900 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:12,711 : INFO : EPOCH 15 - PROGRESS: at 8.43% examples, 725984 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:13,712 : INFO : EPOCH 15 - PROGRESS: at 8.77% examples, 726103 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:31:14,716 : INFO : EPOCH 15 - PROGRESS: at 9.14% examples, 726553 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:15,725 : INFO : EPOCH 15 - PROGRESS: at 9.44% examples, 726920 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:31:16,729 : INFO : EPOCH 15 - PROGRESS: at 9.81% examples, 726540 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:17,733 : INFO : EPOCH 15 - PROGRESS: at 10.18% examples, 726571 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:18,747 : INFO : EPOCH 15 - PROGRESS: at 10.53% examples, 726304 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:19,747 : INFO : EPOCH 15 - PROGRESS: at 10.88% examples, 726181 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:20,765 : INFO : EPOCH 15 - PROGRESS: at 11.24% examples, 726232 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:21,769 : INFO : EPOCH 15 - PROGRESS: at 11.60% examples, 726462 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:22,773 : INFO : EPOCH 15 - PROGRESS: at 11.94% examples, 726347 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:23,789 : INFO : EPOCH 15 - PROGRESS: at 12.30% examples, 726317 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:24,794 : INFO : EPOCH 15 - PROGRESS: at 12.67% examples, 726509 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:25,801 : INFO : EPOCH 15 - PROGRESS: at 13.02% examples, 726419 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:26,818 : INFO : EPOCH 15 - PROGRESS: at 13.36% examples, 726276 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:31:27,825 : INFO : EPOCH 15 - PROGRESS: at 13.73% examples, 726698 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:28,842 : INFO : EPOCH 15 - PROGRESS: at 14.08% examples, 726542 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:31:29,844 : INFO : EPOCH 15 - PROGRESS: at 14.43% examples, 726623 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:30,845 : INFO : EPOCH 15 - PROGRESS: at 14.78% examples, 726596 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:31,845 : INFO : EPOCH 15 - PROGRESS: at 15.13% examples, 726545 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:32,855 : INFO : EPOCH 15 - PROGRESS: at 15.47% examples, 726454 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:33,860 : INFO : EPOCH 15 - PROGRESS: at 15.84% examples, 726321 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:34,884 : INFO : EPOCH 15 - PROGRESS: at 16.19% examples, 726346 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:35,895 : INFO : EPOCH 15 - PROGRESS: at 16.57% examples, 726317 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:31:36,911 : INFO : EPOCH 15 - PROGRESS: at 16.93% examples, 726207 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:37,914 : INFO : EPOCH 15 - PROGRESS: at 17.29% examples, 726200 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:38,919 : INFO : EPOCH 15 - PROGRESS: at 17.64% examples, 726171 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:39,919 : INFO : EPOCH 15 - PROGRESS: at 18.00% examples, 726220 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:40,930 : INFO : EPOCH 15 - PROGRESS: at 18.32% examples, 726454 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:41,931 : INFO : EPOCH 15 - PROGRESS: at 18.68% examples, 726352 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:42,945 : INFO : EPOCH 15 - PROGRESS: at 19.00% examples, 726317 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:43,951 : INFO : EPOCH 15 - PROGRESS: at 19.33% examples, 726413 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:44,964 : INFO : EPOCH 15 - PROGRESS: at 19.68% examples, 726406 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:45,967 : INFO : EPOCH 15 - PROGRESS: at 20.04% examples, 726576 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:46,970 : INFO : EPOCH 15 - PROGRESS: at 20.39% examples, 726425 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:47,977 : INFO : EPOCH 15 - PROGRESS: at 20.76% examples, 726511 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:48,988 : INFO : EPOCH 15 - PROGRESS: at 21.09% examples, 726372 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:49,989 : INFO : EPOCH 15 - PROGRESS: at 21.45% examples, 726548 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:50,995 : INFO : EPOCH 15 - PROGRESS: at 21.79% examples, 726538 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:52,000 : INFO : EPOCH 15 - PROGRESS: at 22.14% examples, 726322 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:53,013 : INFO : EPOCH 15 - PROGRESS: at 22.49% examples, 726239 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:54,024 : INFO : EPOCH 15 - PROGRESS: at 22.84% examples, 726497 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:55,035 : INFO : EPOCH 15 - PROGRESS: at 23.20% examples, 726526 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:56,042 : INFO : EPOCH 15 - PROGRESS: at 23.55% examples, 726344 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:31:57,052 : INFO : EPOCH 15 - PROGRESS: at 23.90% examples, 726477 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:31:58,059 : INFO : EPOCH 15 - PROGRESS: at 24.27% examples, 726318 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:31:59,068 : INFO : EPOCH 15 - PROGRESS: at 24.61% examples, 725629 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:00,092 : INFO : EPOCH 15 - PROGRESS: at 24.93% examples, 724586 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:01,102 : INFO : EPOCH 15 - PROGRESS: at 25.25% examples, 723710 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:02,106 : INFO : EPOCH 15 - PROGRESS: at 25.58% examples, 722742 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:32:03,123 : INFO : EPOCH 15 - PROGRESS: at 25.90% examples, 721790 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:32:04,128 : INFO : EPOCH 15 - PROGRESS: at 26.20% examples, 721025 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:05,134 : INFO : EPOCH 15 - PROGRESS: at 26.51% examples, 720110 words/s, in_qsize 8, out_qsize 1
2020-07-24 15:32:06,143 : INFO : EPOCH 15 - PROGRESS: at 26.82% examples, 719417 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:07,152 : INFO : EPOCH 15 - PROGRESS: at 27.15% examples, 718665 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:08,159 : INFO : EPOCH 15 - PROGRESS: at 27.46% examples, 717893 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:09,170 : INFO : EPOCH 15 - PROGRESS: at 27.80% examples, 717212 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:10,174 : INFO : EPOCH 15 - PROGRESS: at 28.12% examples, 716533 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:11,176 : INFO : EPOCH 15 - PROGRESS: at 28.44% examples, 715935 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:12,176 : INFO : EPOCH 15 - PROGRESS: at 28.76% examples, 715183 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:13,178 : INFO : EPOCH 15 - PROGRESS: at 29.08% examples, 714590 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:14,185 : INFO : EPOCH 15 - PROGRESS: at 29.39% examples, 714067 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:15,204 : INFO : EPOCH 15 - PROGRESS: at 29.74% examples, 713346 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:16,208 : INFO : EPOCH 15 - PROGRESS: at 30.07% examples, 712693 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:32:17,209 : INFO : EPOCH 15 - PROGRESS: at 30.39% examples, 712000 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:18,212 : INFO : EPOCH 15 - PROGRESS: at 30.72% examples, 711495 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:19,216 : INFO : EPOCH 15 - PROGRESS: at 31.02% examples, 710838 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:20,224 : INFO : EPOCH 15 - PROGRESS: at 31.34% examples, 710313 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:21,230 : INFO : EPOCH 15 - PROGRESS: at 31.68% examples, 709787 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:22,249 : INFO : EPOCH 15 - PROGRESS: at 32.01% examples, 709151 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:23,255 : INFO : EPOCH 15 - PROGRESS: at 32.30% examples, 708653 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:24,262 : INFO : EPOCH 15 - PROGRESS: at 32.63% examples, 708057 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:25,271 : INFO : EPOCH 15 - PROGRESS: at 32.99% examples, 707541 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:26,273 : INFO : EPOCH 15 - PROGRESS: at 33.30% examples, 707111 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:27,274 : INFO : EPOCH 15 - PROGRESS: at 33.60% examples, 706598 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:28,281 : INFO : EPOCH 15 - PROGRESS: at 33.95% examples, 706109 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:29,282 : INFO : EPOCH 15 - PROGRESS: at 34.27% examples, 705611 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:32:30,290 : INFO : EPOCH 15 - PROGRESS: at 34.60% examples, 705188 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:31,295 : INFO : EPOCH 15 - PROGRESS: at 34.90% examples, 704602 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:32,305 : INFO : EPOCH 15 - PROGRESS: at 35.21% examples, 704152 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:33,335 : INFO : EPOCH 15 - PROGRESS: at 35.54% examples, 703628 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:32:34,342 : INFO : EPOCH 15 - PROGRESS: at 35.87% examples, 703191 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:35,345 : INFO : EPOCH 15 - PROGRESS: at 36.19% examples, 702852 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:36,347 : INFO : EPOCH 15 - PROGRESS: at 36.50% examples, 702432 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:37,349 : INFO : EPOCH 15 - PROGRESS: at 36.81% examples, 702007 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:38,359 : INFO : EPOCH 15 - PROGRESS: at 37.15% examples, 701640 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:39,366 : INFO : EPOCH 15 - PROGRESS: at 37.47% examples, 701204 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:40,382 : INFO : EPOCH 15 - PROGRESS: at 37.79% examples, 700785 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:32:41,405 : INFO : EPOCH 15 - PROGRESS: at 38.11% examples, 700417 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:42,432 : INFO : EPOCH 15 - PROGRESS: at 38.46% examples, 700032 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:43,433 : INFO : EPOCH 15 - PROGRESS: at 38.78% examples, 699736 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:44,439 : INFO : EPOCH 15 - PROGRESS: at 39.08% examples, 699339 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:45,443 : INFO : EPOCH 15 - PROGRESS: at 39.40% examples, 698984 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:32:46,445 : INFO : EPOCH 15 - PROGRESS: at 39.71% examples, 698559 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:47,457 : INFO : EPOCH 15 - PROGRESS: at 40.02% examples, 698220 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:48,481 : INFO : EPOCH 15 - PROGRESS: at 40.37% examples, 697886 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:49,486 : INFO : EPOCH 15 - PROGRESS: at 40.69% examples, 697570 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:50,494 : INFO : EPOCH 15 - PROGRESS: at 40.98% examples, 697391 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:51,498 : INFO : EPOCH 15 - PROGRESS: at 41.27% examples, 697098 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:52,502 : INFO : EPOCH 15 - PROGRESS: at 41.58% examples, 696784 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:32:53,514 : INFO : EPOCH 15 - PROGRESS: at 41.89% examples, 696528 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:54,529 : INFO : EPOCH 15 - PROGRESS: at 42.20% examples, 696295 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:32:55,541 : INFO : EPOCH 15 - PROGRESS: at 42.54% examples, 695968 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:56,557 : INFO : EPOCH 15 - PROGRESS: at 42.86% examples, 695742 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:57,562 : INFO : EPOCH 15 - PROGRESS: at 43.20% examples, 695433 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:58,570 : INFO : EPOCH 15 - PROGRESS: at 43.52% examples, 695175 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:32:59,594 : INFO : EPOCH 15 - PROGRESS: at 43.84% examples, 694664 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:00,602 : INFO : EPOCH 15 - PROGRESS: at 44.16% examples, 694082 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:01,611 : INFO : EPOCH 15 - PROGRESS: at 44.50% examples, 693521 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:02,613 : INFO : EPOCH 15 - PROGRESS: at 44.82% examples, 693017 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:03,616 : INFO : EPOCH 15 - PROGRESS: at 45.10% examples, 692027 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:04,636 : INFO : EPOCH 15 - PROGRESS: at 45.43% examples, 691568 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:05,646 : INFO : EPOCH 15 - PROGRESS: at 45.80% examples, 691840 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:06,649 : INFO : EPOCH 15 - PROGRESS: at 46.14% examples, 692086 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:07,663 : INFO : EPOCH 15 - PROGRESS: at 46.50% examples, 692335 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:33:08,670 : INFO : EPOCH 15 - PROGRESS: at 46.84% examples, 692599 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:09,684 : INFO : EPOCH 15 - PROGRESS: at 47.20% examples, 692833 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:10,692 : INFO : EPOCH 15 - PROGRESS: at 47.54% examples, 693123 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:33:11,693 : INFO : EPOCH 15 - PROGRESS: at 47.88% examples, 693414 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:12,709 : INFO : EPOCH 15 - PROGRESS: at 48.26% examples, 693593 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:13,715 : INFO : EPOCH 15 - PROGRESS: at 48.60% examples, 693866 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:14,718 : INFO : EPOCH 15 - PROGRESS: at 48.92% examples, 694131 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:15,725 : INFO : EPOCH 15 - PROGRESS: at 49.29% examples, 694379 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:16,735 : INFO : EPOCH 15 - PROGRESS: at 49.64% examples, 694541 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:17,738 : INFO : EPOCH 15 - PROGRESS: at 49.98% examples, 694848 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:18,741 : INFO : EPOCH 15 - PROGRESS: at 50.36% examples, 695026 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:19,745 : INFO : EPOCH 15 - PROGRESS: at 50.67% examples, 695251 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:20,755 : INFO : EPOCH 15 - PROGRESS: at 51.04% examples, 695419 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:21,766 : INFO : EPOCH 15 - PROGRESS: at 51.39% examples, 695722 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:22,767 : INFO : EPOCH 15 - PROGRESS: at 51.72% examples, 695958 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:23,786 : INFO : EPOCH 15 - PROGRESS: at 52.08% examples, 696161 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:24,799 : INFO : EPOCH 15 - PROGRESS: at 52.46% examples, 696362 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:25,808 : INFO : EPOCH 15 - PROGRESS: at 52.83% examples, 696514 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:26,817 : INFO : EPOCH 15 - PROGRESS: at 53.18% examples, 696742 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:27,821 : INFO : EPOCH 15 - PROGRESS: at 53.54% examples, 696895 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:28,827 : INFO : EPOCH 15 - PROGRESS: at 53.89% examples, 697109 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:29,833 : INFO : EPOCH 15 - PROGRESS: at 54.22% examples, 697291 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:30,838 : INFO : EPOCH 15 - PROGRESS: at 54.56% examples, 697533 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:31,849 : INFO : EPOCH 15 - PROGRESS: at 54.90% examples, 697614 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:33:32,869 : INFO : EPOCH 15 - PROGRESS: at 55.23% examples, 697851 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:33,890 : INFO : EPOCH 15 - PROGRESS: at 55.59% examples, 698026 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:34,892 : INFO : EPOCH 15 - PROGRESS: at 55.95% examples, 698221 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:35,898 : INFO : EPOCH 15 - PROGRESS: at 56.31% examples, 698336 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:36,914 : INFO : EPOCH 15 - PROGRESS: at 56.64% examples, 698559 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:37,941 : INFO : EPOCH 15 - PROGRESS: at 57.00% examples, 698690 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:38,951 : INFO : EPOCH 15 - PROGRESS: at 57.36% examples, 698916 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:33:39,959 : INFO : EPOCH 15 - PROGRESS: at 57.71% examples, 699084 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:40,965 : INFO : EPOCH 15 - PROGRESS: at 58.08% examples, 699305 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:41,990 : INFO : EPOCH 15 - PROGRESS: at 58.42% examples, 699423 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:42,994 : INFO : EPOCH 15 - PROGRESS: at 58.76% examples, 699693 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:44,005 : INFO : EPOCH 15 - PROGRESS: at 59.11% examples, 699799 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:45,011 : INFO : EPOCH 15 - PROGRESS: at 59.48% examples, 699953 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:46,013 : INFO : EPOCH 15 - PROGRESS: at 59.81% examples, 700165 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:47,036 : INFO : EPOCH 15 - PROGRESS: at 60.16% examples, 700304 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:33:48,056 : INFO : EPOCH 15 - PROGRESS: at 60.50% examples, 700440 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:49,070 : INFO : EPOCH 15 - PROGRESS: at 60.87% examples, 700569 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:50,079 : INFO : EPOCH 15 - PROGRESS: at 61.23% examples, 700677 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:33:51,087 : INFO : EPOCH 15 - PROGRESS: at 61.60% examples, 700881 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:52,091 : INFO : EPOCH 15 - PROGRESS: at 61.95% examples, 701052 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:53,098 : INFO : EPOCH 15 - PROGRESS: at 62.29% examples, 701218 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:54,100 : INFO : EPOCH 15 - PROGRESS: at 62.62% examples, 701343 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:55,104 : INFO : EPOCH 15 - PROGRESS: at 62.96% examples, 701467 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:56,120 : INFO : EPOCH 15 - PROGRESS: at 63.34% examples, 701581 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:57,137 : INFO : EPOCH 15 - PROGRESS: at 63.70% examples, 701704 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:58,143 : INFO : EPOCH 15 - PROGRESS: at 64.05% examples, 701862 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:33:59,162 : INFO : EPOCH 15 - PROGRESS: at 64.39% examples, 701954 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:34:00,174 : INFO : EPOCH 15 - PROGRESS: at 64.72% examples, 702098 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:01,193 : INFO : EPOCH 15 - PROGRESS: at 65.09% examples, 702219 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:02,211 : INFO : EPOCH 15 - PROGRESS: at 65.44% examples, 702367 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:03,211 : INFO : EPOCH 15 - PROGRESS: at 65.77% examples, 702588 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:34:04,212 : INFO : EPOCH 15 - PROGRESS: at 66.13% examples, 702726 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:05,216 : INFO : EPOCH 15 - PROGRESS: at 66.48% examples, 702810 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:06,222 : INFO : EPOCH 15 - PROGRESS: at 66.84% examples, 703012 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:07,224 : INFO : EPOCH 15 - PROGRESS: at 67.18% examples, 703109 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:08,231 : INFO : EPOCH 15 - PROGRESS: at 67.52% examples, 703256 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:09,232 : INFO : EPOCH 15 - PROGRESS: at 67.84% examples, 703412 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:10,240 : INFO : EPOCH 15 - PROGRESS: at 68.19% examples, 703462 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:11,242 : INFO : EPOCH 15 - PROGRESS: at 68.54% examples, 703577 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:12,256 : INFO : EPOCH 15 - PROGRESS: at 68.89% examples, 703641 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:13,269 : INFO : EPOCH 15 - PROGRESS: at 69.25% examples, 703790 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:14,278 : INFO : EPOCH 15 - PROGRESS: at 69.62% examples, 703901 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:15,291 : INFO : EPOCH 15 - PROGRESS: at 69.97% examples, 704020 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:16,301 : INFO : EPOCH 15 - PROGRESS: at 70.34% examples, 704123 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:17,307 : INFO : EPOCH 15 - PROGRESS: at 70.70% examples, 704260 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:18,310 : INFO : EPOCH 15 - PROGRESS: at 71.05% examples, 704364 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:19,311 : INFO : EPOCH 15 - PROGRESS: at 71.40% examples, 704492 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:20,311 : INFO : EPOCH 15 - PROGRESS: at 71.74% examples, 704619 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:21,315 : INFO : EPOCH 15 - PROGRESS: at 72.08% examples, 704697 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:22,325 : INFO : EPOCH 15 - PROGRESS: at 72.42% examples, 704818 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:23,336 : INFO : EPOCH 15 - PROGRESS: at 72.76% examples, 704947 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:24,354 : INFO : EPOCH 15 - PROGRESS: at 73.12% examples, 705046 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:25,365 : INFO : EPOCH 15 - PROGRESS: at 73.48% examples, 705167 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:26,369 : INFO : EPOCH 15 - PROGRESS: at 73.86% examples, 705218 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:27,374 : INFO : EPOCH 15 - PROGRESS: at 74.24% examples, 705333 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:28,395 : INFO : EPOCH 15 - PROGRESS: at 74.57% examples, 705408 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:29,399 : INFO : EPOCH 15 - PROGRESS: at 74.92% examples, 705530 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:30,409 : INFO : EPOCH 15 - PROGRESS: at 75.29% examples, 705614 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:31,424 : INFO : EPOCH 15 - PROGRESS: at 75.62% examples, 705742 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:32,433 : INFO : EPOCH 15 - PROGRESS: at 75.94% examples, 705867 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:33,435 : INFO : EPOCH 15 - PROGRESS: at 76.28% examples, 705933 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:34:34,448 : INFO : EPOCH 15 - PROGRESS: at 76.62% examples, 706073 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:35,457 : INFO : EPOCH 15 - PROGRESS: at 76.98% examples, 706174 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:36,457 : INFO : EPOCH 15 - PROGRESS: at 77.31% examples, 706277 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:37,457 : INFO : EPOCH 15 - PROGRESS: at 77.65% examples, 706375 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:38,461 : INFO : EPOCH 15 - PROGRESS: at 78.00% examples, 706483 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:39,463 : INFO : EPOCH 15 - PROGRESS: at 78.36% examples, 706564 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:40,469 : INFO : EPOCH 15 - PROGRESS: at 78.74% examples, 706604 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:41,478 : INFO : EPOCH 15 - PROGRESS: at 79.09% examples, 706711 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:42,479 : INFO : EPOCH 15 - PROGRESS: at 79.44% examples, 706794 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:43,491 : INFO : EPOCH 15 - PROGRESS: at 79.76% examples, 706871 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:44,504 : INFO : EPOCH 15 - PROGRESS: at 80.11% examples, 707001 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:45,512 : INFO : EPOCH 15 - PROGRESS: at 80.45% examples, 707092 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:46,515 : INFO : EPOCH 15 - PROGRESS: at 80.82% examples, 707206 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:47,517 : INFO : EPOCH 15 - PROGRESS: at 81.17% examples, 707281 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:48,518 : INFO : EPOCH 15 - PROGRESS: at 81.52% examples, 707366 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:49,533 : INFO : EPOCH 15 - PROGRESS: at 81.90% examples, 707375 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:50,536 : INFO : EPOCH 15 - PROGRESS: at 82.25% examples, 707422 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:51,538 : INFO : EPOCH 15 - PROGRESS: at 82.62% examples, 707518 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:52,552 : INFO : EPOCH 15 - PROGRESS: at 82.96% examples, 707620 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:53,558 : INFO : EPOCH 15 - PROGRESS: at 83.31% examples, 707703 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:54,564 : INFO : EPOCH 15 - PROGRESS: at 83.66% examples, 707773 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:34:55,583 : INFO : EPOCH 15 - PROGRESS: at 84.03% examples, 707838 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:56,589 : INFO : EPOCH 15 - PROGRESS: at 84.37% examples, 707920 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:34:57,615 : INFO : EPOCH 15 - PROGRESS: at 84.71% examples, 707969 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:34:58,631 : INFO : EPOCH 15 - PROGRESS: at 85.08% examples, 708047 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:34:59,635 : INFO : EPOCH 15 - PROGRESS: at 85.41% examples, 708159 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:00,643 : INFO : EPOCH 15 - PROGRESS: at 85.77% examples, 708173 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:01,653 : INFO : EPOCH 15 - PROGRESS: at 86.08% examples, 708289 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:35:02,653 : INFO : EPOCH 15 - PROGRESS: at 86.42% examples, 708403 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:03,656 : INFO : EPOCH 15 - PROGRESS: at 86.75% examples, 708519 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:04,657 : INFO : EPOCH 15 - PROGRESS: at 87.09% examples, 708547 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:05,667 : INFO : EPOCH 15 - PROGRESS: at 87.48% examples, 708605 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:06,672 : INFO : EPOCH 15 - PROGRESS: at 87.84% examples, 708637 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:35:07,672 : INFO : EPOCH 15 - PROGRESS: at 88.18% examples, 708706 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:08,682 : INFO : EPOCH 15 - PROGRESS: at 88.50% examples, 708744 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:35:09,688 : INFO : EPOCH 15 - PROGRESS: at 88.83% examples, 708851 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:10,697 : INFO : EPOCH 15 - PROGRESS: at 89.18% examples, 708913 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:35:11,707 : INFO : EPOCH 15 - PROGRESS: at 89.55% examples, 708968 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:12,712 : INFO : EPOCH 15 - PROGRESS: at 89.88% examples, 709116 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:13,718 : INFO : EPOCH 15 - PROGRESS: at 90.25% examples, 709108 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:14,720 : INFO : EPOCH 15 - PROGRESS: at 90.60% examples, 709211 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:15,736 : INFO : EPOCH 15 - PROGRESS: at 90.93% examples, 709230 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:16,739 : INFO : EPOCH 15 - PROGRESS: at 91.31% examples, 709314 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:17,742 : INFO : EPOCH 15 - PROGRESS: at 91.64% examples, 709385 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:18,748 : INFO : EPOCH 15 - PROGRESS: at 91.98% examples, 709427 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:19,750 : INFO : EPOCH 15 - PROGRESS: at 92.34% examples, 709506 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:20,757 : INFO : EPOCH 15 - PROGRESS: at 92.67% examples, 709553 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:21,759 : INFO : EPOCH 15 - PROGRESS: at 93.02% examples, 709631 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:22,760 : INFO : EPOCH 15 - PROGRESS: at 93.36% examples, 709729 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:23,764 : INFO : EPOCH 15 - PROGRESS: at 93.71% examples, 709742 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:24,765 : INFO : EPOCH 15 - PROGRESS: at 94.04% examples, 709837 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:25,770 : INFO : EPOCH 15 - PROGRESS: at 94.39% examples, 709920 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:26,778 : INFO : EPOCH 15 - PROGRESS: at 94.75% examples, 710010 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:27,790 : INFO : EPOCH 15 - PROGRESS: at 95.12% examples, 710070 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:28,797 : INFO : EPOCH 15 - PROGRESS: at 95.46% examples, 710095 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:29,802 : INFO : EPOCH 15 - PROGRESS: at 95.79% examples, 710182 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:30,810 : INFO : EPOCH 15 - PROGRESS: at 96.14% examples, 710277 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:31,813 : INFO : EPOCH 15 - PROGRESS: at 96.49% examples, 710326 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:35:32,818 : INFO : EPOCH 15 - PROGRESS: at 96.88% examples, 710373 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:33,821 : INFO : EPOCH 15 - PROGRESS: at 97.22% examples, 710428 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:34,821 : INFO : EPOCH 15 - PROGRESS: at 97.58% examples, 710502 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:35,821 : INFO : EPOCH 15 - PROGRESS: at 97.93% examples, 710543 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:36,826 : INFO : EPOCH 15 - PROGRESS: at 98.28% examples, 710600 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:37,834 : INFO : EPOCH 15 - PROGRESS: at 98.65% examples, 710610 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:38,835 : INFO : EPOCH 15 - PROGRESS: at 99.00% examples, 710630 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:39,846 : INFO : EPOCH 15 - PROGRESS: at 99.34% examples, 710547 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:40,855 : INFO : EPOCH 15 - PROGRESS: at 99.66% examples, 710468 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:41,777 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 15:35:41,786 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 15:35:41,797 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 15:35:41,807 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 15:35:41,807 : INFO : EPOCH - 15 : training on 268191231 raw words (208343074 effective words) took 293.3s, 710418 effective words/s
2020-07-24 15:35:42,811 : INFO : EPOCH 16 - PROGRESS: at 0.34% examples, 669593 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:43,817 : INFO : EPOCH 16 - PROGRESS: at 0.63% examples, 637046 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:44,829 : INFO : EPOCH 16 - PROGRESS: at 0.94% examples, 643822 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:45,834 : INFO : EPOCH 16 - PROGRESS: at 1.32% examples, 663931 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:46,835 : INFO : EPOCH 16 - PROGRESS: at 1.67% examples, 677533 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:47,850 : INFO : EPOCH 16 - PROGRESS: at 2.02% examples, 687877 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:48,856 : INFO : EPOCH 16 - PROGRESS: at 2.38% examples, 694223 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:49,862 : INFO : EPOCH 16 - PROGRESS: at 2.73% examples, 699396 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:50,877 : INFO : EPOCH 16 - PROGRESS: at 3.08% examples, 702012 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:51,888 : INFO : EPOCH 16 - PROGRESS: at 3.41% examples, 705416 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:52,908 : INFO : EPOCH 16 - PROGRESS: at 3.78% examples, 707792 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:53,913 : INFO : EPOCH 16 - PROGRESS: at 4.13% examples, 709787 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:35:54,915 : INFO : EPOCH 16 - PROGRESS: at 4.47% examples, 711175 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:55,916 : INFO : EPOCH 16 - PROGRESS: at 4.83% examples, 712345 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:56,920 : INFO : EPOCH 16 - PROGRESS: at 5.22% examples, 713015 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:57,938 : INFO : EPOCH 16 - PROGRESS: at 5.59% examples, 714111 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:58,939 : INFO : EPOCH 16 - PROGRESS: at 5.93% examples, 715273 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:35:59,949 : INFO : EPOCH 16 - PROGRESS: at 6.25% examples, 716823 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:00,959 : INFO : EPOCH 16 - PROGRESS: at 6.61% examples, 717356 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:36:01,959 : INFO : EPOCH 16 - PROGRESS: at 6.96% examples, 719047 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:36:02,972 : INFO : EPOCH 16 - PROGRESS: at 7.34% examples, 719600 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:03,976 : INFO : EPOCH 16 - PROGRESS: at 7.67% examples, 720228 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:04,990 : INFO : EPOCH 16 - PROGRESS: at 8.03% examples, 720241 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:06,001 : INFO : EPOCH 16 - PROGRESS: at 8.38% examples, 720635 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:07,022 : INFO : EPOCH 16 - PROGRESS: at 8.72% examples, 720826 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:08,025 : INFO : EPOCH 16 - PROGRESS: at 9.09% examples, 721638 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:09,039 : INFO : EPOCH 16 - PROGRESS: at 9.40% examples, 722085 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:36:10,043 : INFO : EPOCH 16 - PROGRESS: at 9.77% examples, 722672 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:36:11,046 : INFO : EPOCH 16 - PROGRESS: at 10.14% examples, 722548 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:12,059 : INFO : EPOCH 16 - PROGRESS: at 10.49% examples, 723006 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:13,061 : INFO : EPOCH 16 - PROGRESS: at 10.84% examples, 723234 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:14,061 : INFO : EPOCH 16 - PROGRESS: at 11.21% examples, 723721 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:15,070 : INFO : EPOCH 16 - PROGRESS: at 11.56% examples, 723807 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:36:16,079 : INFO : EPOCH 16 - PROGRESS: at 11.90% examples, 724125 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:17,093 : INFO : EPOCH 16 - PROGRESS: at 12.28% examples, 723901 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:18,102 : INFO : EPOCH 16 - PROGRESS: at 12.64% examples, 724403 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:19,105 : INFO : EPOCH 16 - PROGRESS: at 12.99% examples, 724318 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:20,114 : INFO : EPOCH 16 - PROGRESS: at 13.34% examples, 724504 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:21,122 : INFO : EPOCH 16 - PROGRESS: at 13.70% examples, 724642 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:22,129 : INFO : EPOCH 16 - PROGRESS: at 14.05% examples, 724834 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:23,151 : INFO : EPOCH 16 - PROGRESS: at 14.40% examples, 724659 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:24,164 : INFO : EPOCH 16 - PROGRESS: at 14.76% examples, 724985 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:25,167 : INFO : EPOCH 16 - PROGRESS: at 15.12% examples, 725251 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:26,175 : INFO : EPOCH 16 - PROGRESS: at 15.47% examples, 725328 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:27,183 : INFO : EPOCH 16 - PROGRESS: at 15.83% examples, 725340 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:28,188 : INFO : EPOCH 16 - PROGRESS: at 16.18% examples, 725359 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:29,197 : INFO : EPOCH 16 - PROGRESS: at 16.56% examples, 725390 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:30,200 : INFO : EPOCH 16 - PROGRESS: at 16.91% examples, 725361 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:31,205 : INFO : EPOCH 16 - PROGRESS: at 17.28% examples, 725690 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:36:32,218 : INFO : EPOCH 16 - PROGRESS: at 17.64% examples, 725792 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:33,228 : INFO : EPOCH 16 - PROGRESS: at 18.00% examples, 725835 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:34,236 : INFO : EPOCH 16 - PROGRESS: at 18.32% examples, 726135 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:35,253 : INFO : EPOCH 16 - PROGRESS: at 18.68% examples, 726023 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:36,260 : INFO : EPOCH 16 - PROGRESS: at 19.01% examples, 726183 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:37,268 : INFO : EPOCH 16 - PROGRESS: at 19.34% examples, 726228 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:38,268 : INFO : EPOCH 16 - PROGRESS: at 19.69% examples, 726321 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:39,273 : INFO : EPOCH 16 - PROGRESS: at 20.05% examples, 726396 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:40,274 : INFO : EPOCH 16 - PROGRESS: at 20.41% examples, 726427 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:36:41,279 : INFO : EPOCH 16 - PROGRESS: at 20.77% examples, 726515 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:42,286 : INFO : EPOCH 16 - PROGRESS: at 21.11% examples, 726574 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:43,289 : INFO : EPOCH 16 - PROGRESS: at 21.46% examples, 726446 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:44,299 : INFO : EPOCH 16 - PROGRESS: at 21.80% examples, 726570 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:45,308 : INFO : EPOCH 16 - PROGRESS: at 22.16% examples, 726394 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:46,309 : INFO : EPOCH 16 - PROGRESS: at 22.50% examples, 726679 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:47,309 : INFO : EPOCH 16 - PROGRESS: at 22.85% examples, 726743 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:36:48,310 : INFO : EPOCH 16 - PROGRESS: at 23.21% examples, 726815 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:49,321 : INFO : EPOCH 16 - PROGRESS: at 23.56% examples, 726755 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:50,323 : INFO : EPOCH 16 - PROGRESS: at 23.92% examples, 726848 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:51,330 : INFO : EPOCH 16 - PROGRESS: at 24.29% examples, 726800 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:52,352 : INFO : EPOCH 16 - PROGRESS: at 24.66% examples, 726704 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:53,353 : INFO : EPOCH 16 - PROGRESS: at 24.99% examples, 726887 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:54,361 : INFO : EPOCH 16 - PROGRESS: at 25.36% examples, 726855 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:55,362 : INFO : EPOCH 16 - PROGRESS: at 25.73% examples, 726905 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:56,364 : INFO : EPOCH 16 - PROGRESS: at 26.06% examples, 726717 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:57,382 : INFO : EPOCH 16 - PROGRESS: at 26.35% examples, 725872 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:58,389 : INFO : EPOCH 16 - PROGRESS: at 26.69% examples, 725075 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:36:59,407 : INFO : EPOCH 16 - PROGRESS: at 27.00% examples, 724318 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:37:00,414 : INFO : EPOCH 16 - PROGRESS: at 27.33% examples, 723510 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:01,427 : INFO : EPOCH 16 - PROGRESS: at 27.65% examples, 722696 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:02,435 : INFO : EPOCH 16 - PROGRESS: at 27.98% examples, 721906 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:03,436 : INFO : EPOCH 16 - PROGRESS: at 28.30% examples, 721419 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:37:04,442 : INFO : EPOCH 16 - PROGRESS: at 28.63% examples, 720579 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:05,445 : INFO : EPOCH 16 - PROGRESS: at 28.93% examples, 719783 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:06,450 : INFO : EPOCH 16 - PROGRESS: at 29.26% examples, 719305 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:07,453 : INFO : EPOCH 16 - PROGRESS: at 29.58% examples, 718548 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:08,464 : INFO : EPOCH 16 - PROGRESS: at 29.92% examples, 717909 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:09,464 : INFO : EPOCH 16 - PROGRESS: at 30.26% examples, 717180 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:10,468 : INFO : EPOCH 16 - PROGRESS: at 30.58% examples, 716566 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:11,480 : INFO : EPOCH 16 - PROGRESS: at 30.91% examples, 715990 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:12,485 : INFO : EPOCH 16 - PROGRESS: at 31.21% examples, 715385 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:13,488 : INFO : EPOCH 16 - PROGRESS: at 31.56% examples, 714804 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:14,496 : INFO : EPOCH 16 - PROGRESS: at 31.88% examples, 714173 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:15,509 : INFO : EPOCH 16 - PROGRESS: at 32.18% examples, 713673 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:16,513 : INFO : EPOCH 16 - PROGRESS: at 32.52% examples, 713133 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:17,519 : INFO : EPOCH 16 - PROGRESS: at 32.84% examples, 712500 words/s, in_qsize 8, out_qsize 1
2020-07-24 15:37:18,527 : INFO : EPOCH 16 - PROGRESS: at 33.19% examples, 711980 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:19,534 : INFO : EPOCH 16 - PROGRESS: at 33.50% examples, 711647 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:20,537 : INFO : EPOCH 16 - PROGRESS: at 33.83% examples, 711035 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:37:21,550 : INFO : EPOCH 16 - PROGRESS: at 34.17% examples, 710618 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:22,554 : INFO : EPOCH 16 - PROGRESS: at 34.51% examples, 710104 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:23,564 : INFO : EPOCH 16 - PROGRESS: at 34.80% examples, 709699 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:24,586 : INFO : EPOCH 16 - PROGRESS: at 35.12% examples, 709188 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:37:25,590 : INFO : EPOCH 16 - PROGRESS: at 35.45% examples, 708796 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:26,601 : INFO : EPOCH 16 - PROGRESS: at 35.78% examples, 708295 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:27,605 : INFO : EPOCH 16 - PROGRESS: at 36.10% examples, 707989 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:28,611 : INFO : EPOCH 16 - PROGRESS: at 36.42% examples, 707550 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:29,621 : INFO : EPOCH 16 - PROGRESS: at 36.73% examples, 707140 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:30,626 : INFO : EPOCH 16 - PROGRESS: at 37.08% examples, 706640 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:31,627 : INFO : EPOCH 16 - PROGRESS: at 37.39% examples, 706261 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:32,631 : INFO : EPOCH 16 - PROGRESS: at 37.71% examples, 705846 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:33,645 : INFO : EPOCH 16 - PROGRESS: at 38.03% examples, 705438 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:37:34,647 : INFO : EPOCH 16 - PROGRESS: at 38.38% examples, 705145 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:35,653 : INFO : EPOCH 16 - PROGRESS: at 38.69% examples, 704721 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:36,658 : INFO : EPOCH 16 - PROGRESS: at 39.00% examples, 704351 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:37,676 : INFO : EPOCH 16 - PROGRESS: at 39.33% examples, 704004 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:38,678 : INFO : EPOCH 16 - PROGRESS: at 39.64% examples, 703702 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:39,680 : INFO : EPOCH 16 - PROGRESS: at 39.95% examples, 703382 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:40,684 : INFO : EPOCH 16 - PROGRESS: at 40.29% examples, 702972 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:41,702 : INFO : EPOCH 16 - PROGRESS: at 40.62% examples, 702619 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:42,709 : INFO : EPOCH 16 - PROGRESS: at 40.92% examples, 702435 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:43,720 : INFO : EPOCH 16 - PROGRESS: at 41.22% examples, 702099 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:44,728 : INFO : EPOCH 16 - PROGRESS: at 41.53% examples, 701793 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:45,741 : INFO : EPOCH 16 - PROGRESS: at 41.84% examples, 701513 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:46,751 : INFO : EPOCH 16 - PROGRESS: at 42.15% examples, 701249 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:47,752 : INFO : EPOCH 16 - PROGRESS: at 42.46% examples, 700947 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:48,756 : INFO : EPOCH 16 - PROGRESS: at 42.80% examples, 700683 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:49,757 : INFO : EPOCH 16 - PROGRESS: at 43.14% examples, 700392 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:37:50,766 : INFO : EPOCH 16 - PROGRESS: at 43.45% examples, 700057 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:51,767 : INFO : EPOCH 16 - PROGRESS: at 43.78% examples, 699760 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:52,776 : INFO : EPOCH 16 - PROGRESS: at 44.11% examples, 699417 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:53,789 : INFO : EPOCH 16 - PROGRESS: at 44.49% examples, 699114 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:54,797 : INFO : EPOCH 16 - PROGRESS: at 44.82% examples, 698859 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:55,817 : INFO : EPOCH 16 - PROGRESS: at 45.17% examples, 698515 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:56,819 : INFO : EPOCH 16 - PROGRESS: at 45.51% examples, 698296 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:57,836 : INFO : EPOCH 16 - PROGRESS: at 45.83% examples, 697967 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:37:58,847 : INFO : EPOCH 16 - PROGRESS: at 46.15% examples, 697616 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:37:59,850 : INFO : EPOCH 16 - PROGRESS: at 46.47% examples, 697406 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:00,853 : INFO : EPOCH 16 - PROGRESS: at 46.78% examples, 697100 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:01,864 : INFO : EPOCH 16 - PROGRESS: at 47.12% examples, 696781 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:02,876 : INFO : EPOCH 16 - PROGRESS: at 47.41% examples, 696667 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:03,902 : INFO : EPOCH 16 - PROGRESS: at 47.74% examples, 696413 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:04,904 : INFO : EPOCH 16 - PROGRESS: at 48.07% examples, 696154 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:05,911 : INFO : EPOCH 16 - PROGRESS: at 48.39% examples, 696029 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:06,912 : INFO : EPOCH 16 - PROGRESS: at 48.71% examples, 695809 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:07,914 : INFO : EPOCH 16 - PROGRESS: at 49.00% examples, 695611 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:38:08,921 : INFO : EPOCH 16 - PROGRESS: at 49.33% examples, 695418 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:09,941 : INFO : EPOCH 16 - PROGRESS: at 49.66% examples, 695163 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:10,951 : INFO : EPOCH 16 - PROGRESS: at 49.96% examples, 695007 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:11,957 : INFO : EPOCH 16 - PROGRESS: at 50.32% examples, 694750 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:12,965 : INFO : EPOCH 16 - PROGRESS: at 50.60% examples, 694587 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:38:13,982 : INFO : EPOCH 16 - PROGRESS: at 50.95% examples, 694308 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:14,986 : INFO : EPOCH 16 - PROGRESS: at 51.26% examples, 694221 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:15,990 : INFO : EPOCH 16 - PROGRESS: at 51.56% examples, 693990 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:16,997 : INFO : EPOCH 16 - PROGRESS: at 51.88% examples, 693847 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:18,011 : INFO : EPOCH 16 - PROGRESS: at 52.22% examples, 693651 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:19,014 : INFO : EPOCH 16 - PROGRESS: at 52.55% examples, 693364 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:20,026 : INFO : EPOCH 16 - PROGRESS: at 52.88% examples, 692984 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:21,037 : INFO : EPOCH 16 - PROGRESS: at 53.18% examples, 692573 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:22,046 : INFO : EPOCH 16 - PROGRESS: at 53.50% examples, 692153 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:23,053 : INFO : EPOCH 16 - PROGRESS: at 53.79% examples, 691562 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:24,061 : INFO : EPOCH 16 - PROGRESS: at 54.06% examples, 690902 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:25,070 : INFO : EPOCH 16 - PROGRESS: at 54.38% examples, 690981 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:26,074 : INFO : EPOCH 16 - PROGRESS: at 54.71% examples, 691247 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:27,076 : INFO : EPOCH 16 - PROGRESS: at 55.05% examples, 691474 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:28,078 : INFO : EPOCH 16 - PROGRESS: at 55.37% examples, 691787 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:29,087 : INFO : EPOCH 16 - PROGRESS: at 55.74% examples, 691968 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:30,096 : INFO : EPOCH 16 - PROGRESS: at 56.12% examples, 692202 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:31,099 : INFO : EPOCH 16 - PROGRESS: at 56.46% examples, 692438 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:32,100 : INFO : EPOCH 16 - PROGRESS: at 56.80% examples, 692701 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:38:33,108 : INFO : EPOCH 16 - PROGRESS: at 57.16% examples, 692889 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:38:34,123 : INFO : EPOCH 16 - PROGRESS: at 57.52% examples, 693095 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:35,128 : INFO : EPOCH 16 - PROGRESS: at 57.88% examples, 693393 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:38:36,135 : INFO : EPOCH 16 - PROGRESS: at 58.25% examples, 693647 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:37,136 : INFO : EPOCH 16 - PROGRESS: at 58.58% examples, 693848 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:38,141 : INFO : EPOCH 16 - PROGRESS: at 58.92% examples, 694118 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:38:39,142 : INFO : EPOCH 16 - PROGRESS: at 59.27% examples, 694304 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:38:40,155 : INFO : EPOCH 16 - PROGRESS: at 59.62% examples, 694480 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:41,158 : INFO : EPOCH 16 - PROGRESS: at 59.96% examples, 694665 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:42,160 : INFO : EPOCH 16 - PROGRESS: at 60.31% examples, 694950 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:43,169 : INFO : EPOCH 16 - PROGRESS: at 60.67% examples, 695140 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:44,182 : INFO : EPOCH 16 - PROGRESS: at 61.05% examples, 695283 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:45,193 : INFO : EPOCH 16 - PROGRESS: at 61.41% examples, 695479 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:38:46,196 : INFO : EPOCH 16 - PROGRESS: at 61.74% examples, 695697 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:47,200 : INFO : EPOCH 16 - PROGRESS: at 62.10% examples, 695928 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:48,203 : INFO : EPOCH 16 - PROGRESS: at 62.44% examples, 696146 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:49,204 : INFO : EPOCH 16 - PROGRESS: at 62.78% examples, 696372 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:50,208 : INFO : EPOCH 16 - PROGRESS: at 63.14% examples, 696480 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:51,213 : INFO : EPOCH 16 - PROGRESS: at 63.50% examples, 696645 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:52,214 : INFO : EPOCH 16 - PROGRESS: at 63.86% examples, 696766 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:53,214 : INFO : EPOCH 16 - PROGRESS: at 64.19% examples, 696943 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:54,224 : INFO : EPOCH 16 - PROGRESS: at 64.54% examples, 697091 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:38:55,228 : INFO : EPOCH 16 - PROGRESS: at 64.89% examples, 697308 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:56,239 : INFO : EPOCH 16 - PROGRESS: at 65.23% examples, 697485 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:57,243 : INFO : EPOCH 16 - PROGRESS: at 65.58% examples, 697711 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:58,250 : INFO : EPOCH 16 - PROGRESS: at 65.92% examples, 697890 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:38:59,251 : INFO : EPOCH 16 - PROGRESS: at 66.29% examples, 698118 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:39:00,256 : INFO : EPOCH 16 - PROGRESS: at 66.64% examples, 698262 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:01,260 : INFO : EPOCH 16 - PROGRESS: at 67.00% examples, 698455 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:02,274 : INFO : EPOCH 16 - PROGRESS: at 67.32% examples, 698599 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:03,281 : INFO : EPOCH 16 - PROGRESS: at 67.67% examples, 698788 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:04,284 : INFO : EPOCH 16 - PROGRESS: at 68.01% examples, 698970 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:05,288 : INFO : EPOCH 16 - PROGRESS: at 68.39% examples, 699133 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:06,293 : INFO : EPOCH 16 - PROGRESS: at 68.73% examples, 699263 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:07,298 : INFO : EPOCH 16 - PROGRESS: at 69.06% examples, 699388 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:08,306 : INFO : EPOCH 16 - PROGRESS: at 69.44% examples, 699526 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:09,309 : INFO : EPOCH 16 - PROGRESS: at 69.81% examples, 699659 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:10,313 : INFO : EPOCH 16 - PROGRESS: at 70.15% examples, 699846 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:11,319 : INFO : EPOCH 16 - PROGRESS: at 70.52% examples, 700027 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:12,325 : INFO : EPOCH 16 - PROGRESS: at 70.88% examples, 700136 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:13,333 : INFO : EPOCH 16 - PROGRESS: at 71.24% examples, 700295 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:14,341 : INFO : EPOCH 16 - PROGRESS: at 71.57% examples, 700469 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:15,342 : INFO : EPOCH 16 - PROGRESS: at 71.91% examples, 700597 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:16,346 : INFO : EPOCH 16 - PROGRESS: at 72.25% examples, 700752 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:39:17,349 : INFO : EPOCH 16 - PROGRESS: at 72.61% examples, 700891 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:18,353 : INFO : EPOCH 16 - PROGRESS: at 72.95% examples, 701068 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:19,356 : INFO : EPOCH 16 - PROGRESS: at 73.30% examples, 701243 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:20,364 : INFO : EPOCH 16 - PROGRESS: at 73.69% examples, 701316 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:21,374 : INFO : EPOCH 16 - PROGRESS: at 74.07% examples, 701426 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:22,376 : INFO : EPOCH 16 - PROGRESS: at 74.41% examples, 701554 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:23,383 : INFO : EPOCH 16 - PROGRESS: at 74.76% examples, 701705 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:24,387 : INFO : EPOCH 16 - PROGRESS: at 75.12% examples, 701824 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:25,388 : INFO : EPOCH 16 - PROGRESS: at 75.47% examples, 701959 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:26,393 : INFO : EPOCH 16 - PROGRESS: at 75.78% examples, 702092 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:27,405 : INFO : EPOCH 16 - PROGRESS: at 76.13% examples, 702233 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:28,406 : INFO : EPOCH 16 - PROGRESS: at 76.47% examples, 702452 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:29,408 : INFO : EPOCH 16 - PROGRESS: at 76.81% examples, 702527 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:30,416 : INFO : EPOCH 16 - PROGRESS: at 77.15% examples, 702625 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:31,417 : INFO : EPOCH 16 - PROGRESS: at 77.48% examples, 702744 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:32,417 : INFO : EPOCH 16 - PROGRESS: at 77.84% examples, 702904 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:33,421 : INFO : EPOCH 16 - PROGRESS: at 78.20% examples, 702976 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:34,422 : INFO : EPOCH 16 - PROGRESS: at 78.56% examples, 703166 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:35,428 : INFO : EPOCH 16 - PROGRESS: at 78.94% examples, 703235 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:36,428 : INFO : EPOCH 16 - PROGRESS: at 79.28% examples, 703343 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:37,429 : INFO : EPOCH 16 - PROGRESS: at 79.62% examples, 703502 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:38,433 : INFO : EPOCH 16 - PROGRESS: at 79.95% examples, 703640 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:39,436 : INFO : EPOCH 16 - PROGRESS: at 80.30% examples, 703805 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:40,437 : INFO : EPOCH 16 - PROGRESS: at 80.67% examples, 703928 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:39:41,441 : INFO : EPOCH 16 - PROGRESS: at 81.02% examples, 704016 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:42,448 : INFO : EPOCH 16 - PROGRESS: at 81.38% examples, 704127 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:43,476 : INFO : EPOCH 16 - PROGRESS: at 81.73% examples, 704226 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:44,496 : INFO : EPOCH 16 - PROGRESS: at 82.09% examples, 704078 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:45,506 : INFO : EPOCH 16 - PROGRESS: at 82.43% examples, 703937 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:46,509 : INFO : EPOCH 16 - PROGRESS: at 82.76% examples, 703800 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:47,521 : INFO : EPOCH 16 - PROGRESS: at 83.07% examples, 703632 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:48,531 : INFO : EPOCH 16 - PROGRESS: at 83.38% examples, 703487 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:49,537 : INFO : EPOCH 16 - PROGRESS: at 83.69% examples, 703300 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:50,540 : INFO : EPOCH 16 - PROGRESS: at 84.03% examples, 703138 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:39:51,542 : INFO : EPOCH 16 - PROGRESS: at 84.35% examples, 702982 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:39:52,546 : INFO : EPOCH 16 - PROGRESS: at 84.65% examples, 702822 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:53,557 : INFO : EPOCH 16 - PROGRESS: at 84.99% examples, 702684 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:54,572 : INFO : EPOCH 16 - PROGRESS: at 85.30% examples, 702543 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:55,589 : INFO : EPOCH 16 - PROGRESS: at 85.61% examples, 702321 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:56,592 : INFO : EPOCH 16 - PROGRESS: at 85.93% examples, 702235 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:57,596 : INFO : EPOCH 16 - PROGRESS: at 86.22% examples, 702146 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:58,613 : INFO : EPOCH 16 - PROGRESS: at 86.52% examples, 701983 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:39:59,634 : INFO : EPOCH 16 - PROGRESS: at 86.84% examples, 701850 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:00,634 : INFO : EPOCH 16 - PROGRESS: at 87.17% examples, 701694 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:01,639 : INFO : EPOCH 16 - PROGRESS: at 87.52% examples, 701492 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:02,641 : INFO : EPOCH 16 - PROGRESS: at 87.85% examples, 701364 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:03,648 : INFO : EPOCH 16 - PROGRESS: at 88.16% examples, 701227 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:04,649 : INFO : EPOCH 16 - PROGRESS: at 88.47% examples, 701072 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:05,653 : INFO : EPOCH 16 - PROGRESS: at 88.76% examples, 700976 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:40:06,656 : INFO : EPOCH 16 - PROGRESS: at 89.07% examples, 700871 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:40:07,672 : INFO : EPOCH 16 - PROGRESS: at 89.39% examples, 700721 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:08,688 : INFO : EPOCH 16 - PROGRESS: at 89.70% examples, 700603 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:09,691 : INFO : EPOCH 16 - PROGRESS: at 90.02% examples, 700479 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:10,708 : INFO : EPOCH 16 - PROGRESS: at 90.37% examples, 700299 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:11,716 : INFO : EPOCH 16 - PROGRESS: at 90.69% examples, 700188 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:12,718 : INFO : EPOCH 16 - PROGRESS: at 91.01% examples, 700066 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:13,733 : INFO : EPOCH 16 - PROGRESS: at 91.34% examples, 699897 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:40:14,740 : INFO : EPOCH 16 - PROGRESS: at 91.64% examples, 699758 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:40:15,749 : INFO : EPOCH 16 - PROGRESS: at 91.96% examples, 699627 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:40:16,757 : INFO : EPOCH 16 - PROGRESS: at 92.28% examples, 699510 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:40:17,769 : INFO : EPOCH 16 - PROGRESS: at 92.60% examples, 699376 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:18,779 : INFO : EPOCH 16 - PROGRESS: at 92.93% examples, 699250 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:19,784 : INFO : EPOCH 16 - PROGRESS: at 93.24% examples, 699148 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:20,789 : INFO : EPOCH 16 - PROGRESS: at 93.55% examples, 698988 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:21,795 : INFO : EPOCH 16 - PROGRESS: at 93.86% examples, 698875 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:22,796 : INFO : EPOCH 16 - PROGRESS: at 94.16% examples, 698798 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:23,808 : INFO : EPOCH 16 - PROGRESS: at 94.48% examples, 698585 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:24,818 : INFO : EPOCH 16 - PROGRESS: at 94.80% examples, 698476 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:25,823 : INFO : EPOCH 16 - PROGRESS: at 95.15% examples, 698386 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:26,824 : INFO : EPOCH 16 - PROGRESS: at 95.46% examples, 698249 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:27,826 : INFO : EPOCH 16 - PROGRESS: at 95.77% examples, 698146 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:28,836 : INFO : EPOCH 16 - PROGRESS: at 96.07% examples, 698028 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:29,861 : INFO : EPOCH 16 - PROGRESS: at 96.39% examples, 697905 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:30,872 : INFO : EPOCH 16 - PROGRESS: at 96.74% examples, 697753 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:31,892 : INFO : EPOCH 16 - PROGRESS: at 97.07% examples, 697636 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:32,909 : INFO : EPOCH 16 - PROGRESS: at 97.41% examples, 697501 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:40:33,913 : INFO : EPOCH 16 - PROGRESS: at 97.73% examples, 697359 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:34,916 : INFO : EPOCH 16 - PROGRESS: at 98.06% examples, 697227 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:35,920 : INFO : EPOCH 16 - PROGRESS: at 98.37% examples, 697131 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:36,925 : INFO : EPOCH 16 - PROGRESS: at 98.71% examples, 696962 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:37,926 : INFO : EPOCH 16 - PROGRESS: at 99.03% examples, 696869 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:38,945 : INFO : EPOCH 16 - PROGRESS: at 99.36% examples, 696742 words/s, in_qsize 8, out_qsize 1
2020-07-24 15:40:39,948 : INFO : EPOCH 16 - PROGRESS: at 99.67% examples, 696652 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:40,901 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 15:40:40,909 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 15:40:40,910 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 15:40:40,923 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 15:40:40,924 : INFO : EPOCH - 16 : training on 268191231 raw words (208345312 effective words) took 299.1s, 696543 effective words/s
2020-07-24 15:40:41,937 : INFO : EPOCH 17 - PROGRESS: at 0.33% examples, 633510 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:42,937 : INFO : EPOCH 17 - PROGRESS: at 0.65% examples, 651446 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:43,948 : INFO : EPOCH 17 - PROGRESS: at 0.95% examples, 648624 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:44,952 : INFO : EPOCH 17 - PROGRESS: at 1.29% examples, 649633 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:40:45,952 : INFO : EPOCH 17 - PROGRESS: at 1.62% examples, 651719 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:46,970 : INFO : EPOCH 17 - PROGRESS: at 1.94% examples, 654731 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:48,000 : INFO : EPOCH 17 - PROGRESS: at 2.26% examples, 655731 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:40:49,003 : INFO : EPOCH 17 - PROGRESS: at 2.57% examples, 658587 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:50,028 : INFO : EPOCH 17 - PROGRESS: at 2.89% examples, 658179 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:51,033 : INFO : EPOCH 17 - PROGRESS: at 3.23% examples, 658970 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:52,039 : INFO : EPOCH 17 - PROGRESS: at 3.53% examples, 660962 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:53,039 : INFO : EPOCH 17 - PROGRESS: at 3.85% examples, 661090 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:54,046 : INFO : EPOCH 17 - PROGRESS: at 4.17% examples, 660911 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:55,048 : INFO : EPOCH 17 - PROGRESS: at 4.48% examples, 660557 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:56,053 : INFO : EPOCH 17 - PROGRESS: at 4.81% examples, 661021 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:40:57,075 : INFO : EPOCH 17 - PROGRESS: at 5.15% examples, 660053 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:58,078 : INFO : EPOCH 17 - PROGRESS: at 5.49% examples, 660362 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:40:59,089 : INFO : EPOCH 17 - PROGRESS: at 5.80% examples, 659305 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:00,095 : INFO : EPOCH 17 - PROGRESS: at 6.08% examples, 658227 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:01,112 : INFO : EPOCH 17 - PROGRESS: at 6.37% examples, 656661 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:02,114 : INFO : EPOCH 17 - PROGRESS: at 6.67% examples, 655828 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:03,115 : INFO : EPOCH 17 - PROGRESS: at 6.96% examples, 652960 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:04,118 : INFO : EPOCH 17 - PROGRESS: at 7.27% examples, 650539 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:05,120 : INFO : EPOCH 17 - PROGRESS: at 7.60% examples, 653365 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:06,130 : INFO : EPOCH 17 - PROGRESS: at 7.95% examples, 656337 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:07,147 : INFO : EPOCH 17 - PROGRESS: at 8.31% examples, 659077 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:08,156 : INFO : EPOCH 17 - PROGRESS: at 8.65% examples, 661894 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:09,157 : INFO : EPOCH 17 - PROGRESS: at 9.01% examples, 664227 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:10,160 : INFO : EPOCH 17 - PROGRESS: at 9.34% examples, 666726 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:11,171 : INFO : EPOCH 17 - PROGRESS: at 9.69% examples, 669309 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:12,172 : INFO : EPOCH 17 - PROGRESS: at 10.05% examples, 671004 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:13,187 : INFO : EPOCH 17 - PROGRESS: at 10.41% examples, 672536 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:14,193 : INFO : EPOCH 17 - PROGRESS: at 10.77% examples, 674496 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:15,214 : INFO : EPOCH 17 - PROGRESS: at 11.14% examples, 676188 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:16,219 : INFO : EPOCH 17 - PROGRESS: at 11.49% examples, 677554 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:17,227 : INFO : EPOCH 17 - PROGRESS: at 11.82% examples, 679172 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:18,235 : INFO : EPOCH 17 - PROGRESS: at 12.20% examples, 680564 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:19,236 : INFO : EPOCH 17 - PROGRESS: at 12.57% examples, 681904 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:41:20,245 : INFO : EPOCH 17 - PROGRESS: at 12.91% examples, 682928 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:21,247 : INFO : EPOCH 17 - PROGRESS: at 13.25% examples, 684085 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:22,248 : INFO : EPOCH 17 - PROGRESS: at 13.61% examples, 685316 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:23,256 : INFO : EPOCH 17 - PROGRESS: at 13.97% examples, 686586 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:41:24,258 : INFO : EPOCH 17 - PROGRESS: at 14.33% examples, 687569 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:25,267 : INFO : EPOCH 17 - PROGRESS: at 14.68% examples, 688593 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:41:26,286 : INFO : EPOCH 17 - PROGRESS: at 15.04% examples, 689384 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:41:27,318 : INFO : EPOCH 17 - PROGRESS: at 15.39% examples, 690149 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:28,322 : INFO : EPOCH 17 - PROGRESS: at 15.75% examples, 691160 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:29,327 : INFO : EPOCH 17 - PROGRESS: at 16.10% examples, 691839 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:30,336 : INFO : EPOCH 17 - PROGRESS: at 16.48% examples, 692669 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:31,350 : INFO : EPOCH 17 - PROGRESS: at 16.84% examples, 693110 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:32,362 : INFO : EPOCH 17 - PROGRESS: at 17.21% examples, 694039 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:33,363 : INFO : EPOCH 17 - PROGRESS: at 17.57% examples, 694792 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:34,371 : INFO : EPOCH 17 - PROGRESS: at 17.93% examples, 695153 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:35,386 : INFO : EPOCH 17 - PROGRESS: at 18.26% examples, 695842 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:36,394 : INFO : EPOCH 17 - PROGRESS: at 18.60% examples, 696298 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:37,400 : INFO : EPOCH 17 - PROGRESS: at 18.94% examples, 697075 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:38,401 : INFO : EPOCH 17 - PROGRESS: at 19.27% examples, 697701 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:41:39,408 : INFO : EPOCH 17 - PROGRESS: at 19.61% examples, 698437 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:40,412 : INFO : EPOCH 17 - PROGRESS: at 19.97% examples, 698834 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:41:41,425 : INFO : EPOCH 17 - PROGRESS: at 20.32% examples, 699305 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:42,442 : INFO : EPOCH 17 - PROGRESS: at 20.69% examples, 699782 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:43,453 : INFO : EPOCH 17 - PROGRESS: at 21.04% examples, 700332 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:44,457 : INFO : EPOCH 17 - PROGRESS: at 21.39% examples, 700884 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:45,461 : INFO : EPOCH 17 - PROGRESS: at 21.73% examples, 701397 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:41:46,464 : INFO : EPOCH 17 - PROGRESS: at 22.09% examples, 701805 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:41:47,471 : INFO : EPOCH 17 - PROGRESS: at 22.44% examples, 702236 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:48,485 : INFO : EPOCH 17 - PROGRESS: at 22.79% examples, 702653 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:41:49,497 : INFO : EPOCH 17 - PROGRESS: at 23.16% examples, 703002 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:50,507 : INFO : EPOCH 17 - PROGRESS: at 23.49% examples, 703401 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:51,515 : INFO : EPOCH 17 - PROGRESS: at 23.86% examples, 703806 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:52,516 : INFO : EPOCH 17 - PROGRESS: at 24.22% examples, 704161 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:53,524 : INFO : EPOCH 17 - PROGRESS: at 24.59% examples, 704368 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:54,531 : INFO : EPOCH 17 - PROGRESS: at 24.94% examples, 704644 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:55,539 : INFO : EPOCH 17 - PROGRESS: at 25.29% examples, 704976 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:56,548 : INFO : EPOCH 17 - PROGRESS: at 25.66% examples, 705263 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:57,567 : INFO : EPOCH 17 - PROGRESS: at 26.01% examples, 705701 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:58,578 : INFO : EPOCH 17 - PROGRESS: at 26.34% examples, 706064 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:41:59,579 : INFO : EPOCH 17 - PROGRESS: at 26.70% examples, 706428 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:00,580 : INFO : EPOCH 17 - PROGRESS: at 27.04% examples, 706672 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:01,580 : INFO : EPOCH 17 - PROGRESS: at 27.40% examples, 706945 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:02,581 : INFO : EPOCH 17 - PROGRESS: at 27.74% examples, 707152 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:03,587 : INFO : EPOCH 17 - PROGRESS: at 28.11% examples, 707470 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:04,597 : INFO : EPOCH 17 - PROGRESS: at 28.46% examples, 707718 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:42:05,599 : INFO : EPOCH 17 - PROGRESS: at 28.82% examples, 707952 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:42:06,613 : INFO : EPOCH 17 - PROGRESS: at 29.17% examples, 708160 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:07,615 : INFO : EPOCH 17 - PROGRESS: at 29.51% examples, 708427 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:42:08,618 : INFO : EPOCH 17 - PROGRESS: at 29.88% examples, 708593 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:09,621 : INFO : EPOCH 17 - PROGRESS: at 30.26% examples, 708774 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:10,626 : INFO : EPOCH 17 - PROGRESS: at 30.61% examples, 708964 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:11,629 : INFO : EPOCH 17 - PROGRESS: at 30.97% examples, 709258 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:12,631 : INFO : EPOCH 17 - PROGRESS: at 31.31% examples, 709554 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:42:13,651 : INFO : EPOCH 17 - PROGRESS: at 31.68% examples, 709618 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:14,653 : INFO : EPOCH 17 - PROGRESS: at 32.04% examples, 709952 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:15,654 : INFO : EPOCH 17 - PROGRESS: at 32.37% examples, 710199 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:16,658 : INFO : EPOCH 17 - PROGRESS: at 32.74% examples, 710307 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:42:17,669 : INFO : EPOCH 17 - PROGRESS: at 33.11% examples, 710330 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:18,681 : INFO : EPOCH 17 - PROGRESS: at 33.46% examples, 710634 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:19,686 : INFO : EPOCH 17 - PROGRESS: at 33.83% examples, 710874 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:20,687 : INFO : EPOCH 17 - PROGRESS: at 34.20% examples, 711094 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:21,695 : INFO : EPOCH 17 - PROGRESS: at 34.57% examples, 711226 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:22,712 : INFO : EPOCH 17 - PROGRESS: at 34.90% examples, 711392 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:23,713 : INFO : EPOCH 17 - PROGRESS: at 35.24% examples, 711599 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:24,730 : INFO : EPOCH 17 - PROGRESS: at 35.61% examples, 711737 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:25,733 : INFO : EPOCH 17 - PROGRESS: at 35.97% examples, 711870 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:26,736 : INFO : EPOCH 17 - PROGRESS: at 36.31% examples, 712112 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:27,744 : INFO : EPOCH 17 - PROGRESS: at 36.65% examples, 712273 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:28,753 : INFO : EPOCH 17 - PROGRESS: at 37.04% examples, 712373 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:29,761 : INFO : EPOCH 17 - PROGRESS: at 37.38% examples, 712558 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:30,769 : INFO : EPOCH 17 - PROGRESS: at 37.74% examples, 712625 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:31,771 : INFO : EPOCH 17 - PROGRESS: at 38.09% examples, 712823 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:32,778 : INFO : EPOCH 17 - PROGRESS: at 38.46% examples, 712881 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:33,782 : INFO : EPOCH 17 - PROGRESS: at 38.80% examples, 713058 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:34,786 : INFO : EPOCH 17 - PROGRESS: at 39.14% examples, 713200 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:35,795 : INFO : EPOCH 17 - PROGRESS: at 39.50% examples, 713317 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:36,797 : INFO : EPOCH 17 - PROGRESS: at 39.85% examples, 713423 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:37,811 : INFO : EPOCH 17 - PROGRESS: at 40.20% examples, 713554 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:38,823 : INFO : EPOCH 17 - PROGRESS: at 40.57% examples, 713685 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:39,825 : INFO : EPOCH 17 - PROGRESS: at 40.90% examples, 713865 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:40,835 : INFO : EPOCH 17 - PROGRESS: at 41.23% examples, 714045 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:41,841 : INFO : EPOCH 17 - PROGRESS: at 41.58% examples, 714187 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:42,842 : INFO : EPOCH 17 - PROGRESS: at 41.90% examples, 714241 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:43,843 : INFO : EPOCH 17 - PROGRESS: at 42.23% examples, 714439 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:44,844 : INFO : EPOCH 17 - PROGRESS: at 42.61% examples, 714534 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:45,861 : INFO : EPOCH 17 - PROGRESS: at 42.97% examples, 714586 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:46,862 : INFO : EPOCH 17 - PROGRESS: at 43.33% examples, 714691 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:42:47,862 : INFO : EPOCH 17 - PROGRESS: at 43.69% examples, 714821 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:48,862 : INFO : EPOCH 17 - PROGRESS: at 44.05% examples, 714873 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:49,866 : INFO : EPOCH 17 - PROGRESS: at 44.44% examples, 714903 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:50,876 : INFO : EPOCH 17 - PROGRESS: at 44.81% examples, 714961 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:51,883 : INFO : EPOCH 17 - PROGRESS: at 45.18% examples, 715052 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:52,889 : INFO : EPOCH 17 - PROGRESS: at 45.56% examples, 715131 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:53,895 : INFO : EPOCH 17 - PROGRESS: at 45.90% examples, 715201 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:54,910 : INFO : EPOCH 17 - PROGRESS: at 46.25% examples, 715241 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:55,913 : INFO : EPOCH 17 - PROGRESS: at 46.60% examples, 715308 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:56,920 : INFO : EPOCH 17 - PROGRESS: at 46.96% examples, 715462 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:57,921 : INFO : EPOCH 17 - PROGRESS: at 47.30% examples, 715523 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:58,927 : INFO : EPOCH 17 - PROGRESS: at 47.64% examples, 715638 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:42:59,936 : INFO : EPOCH 17 - PROGRESS: at 47.99% examples, 715688 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:00,950 : INFO : EPOCH 17 - PROGRESS: at 48.35% examples, 715719 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:43:01,959 : INFO : EPOCH 17 - PROGRESS: at 48.70% examples, 715845 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:02,961 : INFO : EPOCH 17 - PROGRESS: at 49.03% examples, 716044 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:03,973 : INFO : EPOCH 17 - PROGRESS: at 49.40% examples, 716062 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:04,974 : INFO : EPOCH 17 - PROGRESS: at 49.74% examples, 716211 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:05,980 : INFO : EPOCH 17 - PROGRESS: at 50.10% examples, 716270 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:06,991 : INFO : EPOCH 17 - PROGRESS: at 50.46% examples, 716329 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:43:08,009 : INFO : EPOCH 17 - PROGRESS: at 50.81% examples, 716424 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:09,030 : INFO : EPOCH 17 - PROGRESS: at 51.16% examples, 716513 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:10,032 : INFO : EPOCH 17 - PROGRESS: at 51.50% examples, 716625 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:11,054 : INFO : EPOCH 17 - PROGRESS: at 51.84% examples, 716714 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:12,065 : INFO : EPOCH 17 - PROGRESS: at 52.22% examples, 716845 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:13,068 : INFO : EPOCH 17 - PROGRESS: at 52.58% examples, 716940 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:43:14,089 : INFO : EPOCH 17 - PROGRESS: at 52.96% examples, 716940 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:15,092 : INFO : EPOCH 17 - PROGRESS: at 53.31% examples, 717043 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:16,100 : INFO : EPOCH 17 - PROGRESS: at 53.67% examples, 717140 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:17,125 : INFO : EPOCH 17 - PROGRESS: at 54.02% examples, 717191 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:18,125 : INFO : EPOCH 17 - PROGRESS: at 54.36% examples, 717268 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:43:19,143 : INFO : EPOCH 17 - PROGRESS: at 54.68% examples, 717316 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:20,146 : INFO : EPOCH 17 - PROGRESS: at 55.03% examples, 717432 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:21,148 : INFO : EPOCH 17 - PROGRESS: at 55.34% examples, 717462 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:22,168 : INFO : EPOCH 17 - PROGRESS: at 55.71% examples, 717525 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:23,170 : INFO : EPOCH 17 - PROGRESS: at 56.08% examples, 717545 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:24,173 : INFO : EPOCH 17 - PROGRESS: at 56.43% examples, 717549 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:25,178 : INFO : EPOCH 17 - PROGRESS: at 56.76% examples, 717645 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:26,179 : INFO : EPOCH 17 - PROGRESS: at 57.12% examples, 717743 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:27,182 : INFO : EPOCH 17 - PROGRESS: at 57.48% examples, 717843 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:43:28,189 : INFO : EPOCH 17 - PROGRESS: at 57.84% examples, 717916 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:29,191 : INFO : EPOCH 17 - PROGRESS: at 58.19% examples, 718023 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:30,201 : INFO : EPOCH 17 - PROGRESS: at 58.53% examples, 718097 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:31,210 : INFO : EPOCH 17 - PROGRESS: at 58.88% examples, 718256 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:32,223 : INFO : EPOCH 17 - PROGRESS: at 59.23% examples, 718313 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:33,230 : INFO : EPOCH 17 - PROGRESS: at 59.59% examples, 718388 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:43:34,237 : INFO : EPOCH 17 - PROGRESS: at 59.91% examples, 718254 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:43:35,241 : INFO : EPOCH 17 - PROGRESS: at 60.23% examples, 717936 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:36,262 : INFO : EPOCH 17 - PROGRESS: at 60.54% examples, 717635 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:37,279 : INFO : EPOCH 17 - PROGRESS: at 60.88% examples, 717326 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:38,281 : INFO : EPOCH 17 - PROGRESS: at 61.21% examples, 717002 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:39,287 : INFO : EPOCH 17 - PROGRESS: at 61.53% examples, 716541 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:40,296 : INFO : EPOCH 17 - PROGRESS: at 61.81% examples, 715984 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:41,297 : INFO : EPOCH 17 - PROGRESS: at 62.11% examples, 715489 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:42,305 : INFO : EPOCH 17 - PROGRESS: at 62.41% examples, 715046 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:43:43,321 : INFO : EPOCH 17 - PROGRESS: at 62.69% examples, 714290 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:44,327 : INFO : EPOCH 17 - PROGRESS: at 62.96% examples, 713646 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:43:45,330 : INFO : EPOCH 17 - PROGRESS: at 63.34% examples, 713706 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:46,337 : INFO : EPOCH 17 - PROGRESS: at 63.70% examples, 713807 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:47,337 : INFO : EPOCH 17 - PROGRESS: at 64.05% examples, 713928 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:48,343 : INFO : EPOCH 17 - PROGRESS: at 64.39% examples, 714001 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:49,351 : INFO : EPOCH 17 - PROGRESS: at 64.73% examples, 714138 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:50,358 : INFO : EPOCH 17 - PROGRESS: at 65.09% examples, 714205 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:51,369 : INFO : EPOCH 17 - PROGRESS: at 65.44% examples, 714318 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:52,380 : INFO : EPOCH 17 - PROGRESS: at 65.78% examples, 714481 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:53,393 : INFO : EPOCH 17 - PROGRESS: at 66.14% examples, 714565 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:54,400 : INFO : EPOCH 17 - PROGRESS: at 66.50% examples, 714680 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:55,404 : INFO : EPOCH 17 - PROGRESS: at 66.86% examples, 714805 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:56,406 : INFO : EPOCH 17 - PROGRESS: at 67.19% examples, 714896 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:43:57,408 : INFO : EPOCH 17 - PROGRESS: at 67.53% examples, 714929 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:43:58,410 : INFO : EPOCH 17 - PROGRESS: at 67.86% examples, 715066 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:43:59,410 : INFO : EPOCH 17 - PROGRESS: at 68.23% examples, 715181 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:00,432 : INFO : EPOCH 17 - PROGRESS: at 68.57% examples, 715197 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:01,433 : INFO : EPOCH 17 - PROGRESS: at 68.93% examples, 715317 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:02,433 : INFO : EPOCH 17 - PROGRESS: at 69.29% examples, 715386 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:03,440 : INFO : EPOCH 17 - PROGRESS: at 69.66% examples, 715472 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:04,446 : INFO : EPOCH 17 - PROGRESS: at 70.00% examples, 715554 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:05,455 : INFO : EPOCH 17 - PROGRESS: at 70.37% examples, 715630 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:06,475 : INFO : EPOCH 17 - PROGRESS: at 70.73% examples, 715698 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:07,487 : INFO : EPOCH 17 - PROGRESS: at 71.09% examples, 715758 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:08,489 : INFO : EPOCH 17 - PROGRESS: at 71.45% examples, 715838 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:09,495 : INFO : EPOCH 17 - PROGRESS: at 71.79% examples, 715905 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:10,495 : INFO : EPOCH 17 - PROGRESS: at 72.12% examples, 715977 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:11,505 : INFO : EPOCH 17 - PROGRESS: at 72.47% examples, 716083 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:12,513 : INFO : EPOCH 17 - PROGRESS: at 72.81% examples, 716140 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:13,526 : INFO : EPOCH 17 - PROGRESS: at 73.16% examples, 716193 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:14,534 : INFO : EPOCH 17 - PROGRESS: at 73.53% examples, 716243 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:15,538 : INFO : EPOCH 17 - PROGRESS: at 73.92% examples, 716282 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:16,543 : INFO : EPOCH 17 - PROGRESS: at 74.29% examples, 716291 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:17,553 : INFO : EPOCH 17 - PROGRESS: at 74.62% examples, 716355 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:44:18,560 : INFO : EPOCH 17 - PROGRESS: at 74.96% examples, 716412 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:19,574 : INFO : EPOCH 17 - PROGRESS: at 75.34% examples, 716489 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:20,580 : INFO : EPOCH 17 - PROGRESS: at 75.66% examples, 716633 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:21,588 : INFO : EPOCH 17 - PROGRESS: at 75.98% examples, 716640 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:22,602 : INFO : EPOCH 17 - PROGRESS: at 76.34% examples, 716710 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:23,612 : INFO : EPOCH 17 - PROGRESS: at 76.68% examples, 716824 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:24,623 : INFO : EPOCH 17 - PROGRESS: at 77.01% examples, 716840 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:25,631 : INFO : EPOCH 17 - PROGRESS: at 77.36% examples, 716908 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:44:26,632 : INFO : EPOCH 17 - PROGRESS: at 77.71% examples, 717000 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:27,635 : INFO : EPOCH 17 - PROGRESS: at 78.06% examples, 717039 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:28,636 : INFO : EPOCH 17 - PROGRESS: at 78.42% examples, 717113 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:29,643 : INFO : EPOCH 17 - PROGRESS: at 78.81% examples, 717112 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:30,654 : INFO : EPOCH 17 - PROGRESS: at 79.15% examples, 717194 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:31,663 : INFO : EPOCH 17 - PROGRESS: at 79.50% examples, 717197 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:44:32,664 : INFO : EPOCH 17 - PROGRESS: at 79.83% examples, 717307 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:33,671 : INFO : EPOCH 17 - PROGRESS: at 80.16% examples, 717376 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:34,675 : INFO : EPOCH 17 - PROGRESS: at 80.52% examples, 717418 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:35,684 : INFO : EPOCH 17 - PROGRESS: at 80.88% examples, 717465 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:36,691 : INFO : EPOCH 17 - PROGRESS: at 81.24% examples, 717528 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:37,699 : INFO : EPOCH 17 - PROGRESS: at 81.59% examples, 717563 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:38,702 : INFO : EPOCH 17 - PROGRESS: at 81.97% examples, 717598 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:39,722 : INFO : EPOCH 17 - PROGRESS: at 82.34% examples, 717645 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:40,728 : INFO : EPOCH 17 - PROGRESS: at 82.70% examples, 717686 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:44:41,743 : INFO : EPOCH 17 - PROGRESS: at 83.05% examples, 717738 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:42,746 : INFO : EPOCH 17 - PROGRESS: at 83.38% examples, 717788 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:43,747 : INFO : EPOCH 17 - PROGRESS: at 83.73% examples, 717827 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:44,756 : INFO : EPOCH 17 - PROGRESS: at 84.10% examples, 717861 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:45,758 : INFO : EPOCH 17 - PROGRESS: at 84.44% examples, 717888 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:46,760 : INFO : EPOCH 17 - PROGRESS: at 84.78% examples, 717958 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:47,764 : INFO : EPOCH 17 - PROGRESS: at 85.14% examples, 718044 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:48,774 : INFO : EPOCH 17 - PROGRESS: at 85.48% examples, 718103 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:49,788 : INFO : EPOCH 17 - PROGRESS: at 85.85% examples, 718123 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:50,798 : INFO : EPOCH 17 - PROGRESS: at 86.16% examples, 718296 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:51,815 : INFO : EPOCH 17 - PROGRESS: at 86.49% examples, 718318 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:52,821 : INFO : EPOCH 17 - PROGRESS: at 86.84% examples, 718387 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:53,824 : INFO : EPOCH 17 - PROGRESS: at 87.21% examples, 718419 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:54,826 : INFO : EPOCH 17 - PROGRESS: at 87.58% examples, 718269 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:44:55,831 : INFO : EPOCH 17 - PROGRESS: at 87.90% examples, 718058 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:56,846 : INFO : EPOCH 17 - PROGRESS: at 88.20% examples, 717790 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:57,864 : INFO : EPOCH 17 - PROGRESS: at 88.50% examples, 717569 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:44:58,864 : INFO : EPOCH 17 - PROGRESS: at 88.80% examples, 717423 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:44:59,867 : INFO : EPOCH 17 - PROGRESS: at 89.11% examples, 717196 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:45:00,876 : INFO : EPOCH 17 - PROGRESS: at 89.43% examples, 716960 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:45:01,883 : INFO : EPOCH 17 - PROGRESS: at 89.73% examples, 716768 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:02,915 : INFO : EPOCH 17 - PROGRESS: at 90.07% examples, 716525 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:45:03,925 : INFO : EPOCH 17 - PROGRESS: at 90.41% examples, 716320 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:45:04,926 : INFO : EPOCH 17 - PROGRESS: at 90.72% examples, 716142 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:05,945 : INFO : EPOCH 17 - PROGRESS: at 91.05% examples, 715895 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:45:06,954 : INFO : EPOCH 17 - PROGRESS: at 91.37% examples, 715718 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:07,959 : INFO : EPOCH 17 - PROGRESS: at 91.68% examples, 715514 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:08,980 : INFO : EPOCH 17 - PROGRESS: at 91.99% examples, 715303 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:09,988 : INFO : EPOCH 17 - PROGRESS: at 92.32% examples, 715110 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:10,992 : INFO : EPOCH 17 - PROGRESS: at 92.64% examples, 714949 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:11,995 : INFO : EPOCH 17 - PROGRESS: at 92.96% examples, 714735 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:12,999 : INFO : EPOCH 17 - PROGRESS: at 93.28% examples, 714565 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:14,003 : INFO : EPOCH 17 - PROGRESS: at 93.58% examples, 714364 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:45:15,007 : INFO : EPOCH 17 - PROGRESS: at 93.89% examples, 714173 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:16,010 : INFO : EPOCH 17 - PROGRESS: at 94.19% examples, 713997 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:17,019 : INFO : EPOCH 17 - PROGRESS: at 94.50% examples, 713786 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:18,034 : INFO : EPOCH 17 - PROGRESS: at 94.84% examples, 713584 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:19,042 : INFO : EPOCH 17 - PROGRESS: at 95.18% examples, 713393 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:45:20,051 : INFO : EPOCH 17 - PROGRESS: at 95.48% examples, 713214 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:21,065 : INFO : EPOCH 17 - PROGRESS: at 95.79% examples, 713016 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:22,068 : INFO : EPOCH 17 - PROGRESS: at 96.09% examples, 712864 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:23,073 : INFO : EPOCH 17 - PROGRESS: at 96.42% examples, 712699 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:24,075 : INFO : EPOCH 17 - PROGRESS: at 96.76% examples, 712469 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:45:25,084 : INFO : EPOCH 17 - PROGRESS: at 97.09% examples, 712298 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:26,092 : INFO : EPOCH 17 - PROGRESS: at 97.42% examples, 712110 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:27,092 : INFO : EPOCH 17 - PROGRESS: at 97.75% examples, 711950 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:28,096 : INFO : EPOCH 17 - PROGRESS: at 98.07% examples, 711750 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:29,111 : INFO : EPOCH 17 - PROGRESS: at 98.38% examples, 711569 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:30,114 : INFO : EPOCH 17 - PROGRESS: at 98.73% examples, 711378 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:31,121 : INFO : EPOCH 17 - PROGRESS: at 99.04% examples, 711212 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:32,123 : INFO : EPOCH 17 - PROGRESS: at 99.37% examples, 711037 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:33,134 : INFO : EPOCH 17 - PROGRESS: at 99.68% examples, 710881 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:45:34,059 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 15:45:34,068 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 15:45:34,077 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 15:45:34,081 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 15:45:34,082 : INFO : EPOCH - 17 : training on 268191231 raw words (208347757 effective words) took 293.2s, 710713 effective words/s
2020-07-24 15:45:35,090 : INFO : EPOCH 18 - PROGRESS: at 0.33% examples, 642875 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:36,098 : INFO : EPOCH 18 - PROGRESS: at 0.65% examples, 656224 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:37,116 : INFO : EPOCH 18 - PROGRESS: at 0.97% examples, 657023 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:45:38,131 : INFO : EPOCH 18 - PROGRESS: at 1.31% examples, 657560 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:39,151 : INFO : EPOCH 18 - PROGRESS: at 1.64% examples, 658623 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:40,153 : INFO : EPOCH 18 - PROGRESS: at 1.96% examples, 660910 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:41,158 : INFO : EPOCH 18 - PROGRESS: at 2.27% examples, 661853 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:42,163 : INFO : EPOCH 18 - PROGRESS: at 2.60% examples, 662881 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:43,169 : INFO : EPOCH 18 - PROGRESS: at 2.91% examples, 661844 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:44,170 : INFO : EPOCH 18 - PROGRESS: at 3.23% examples, 661780 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:45,175 : INFO : EPOCH 18 - PROGRESS: at 3.53% examples, 662241 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:46,176 : INFO : EPOCH 18 - PROGRESS: at 3.85% examples, 662211 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:47,177 : INFO : EPOCH 18 - PROGRESS: at 4.17% examples, 662217 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:48,185 : INFO : EPOCH 18 - PROGRESS: at 4.48% examples, 661512 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:49,191 : INFO : EPOCH 18 - PROGRESS: at 4.81% examples, 661860 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:45:50,201 : INFO : EPOCH 18 - PROGRESS: at 5.15% examples, 661330 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:51,202 : INFO : EPOCH 18 - PROGRESS: at 5.49% examples, 660608 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:52,208 : INFO : EPOCH 18 - PROGRESS: at 5.81% examples, 661902 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:53,209 : INFO : EPOCH 18 - PROGRESS: at 6.11% examples, 661831 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:54,226 : INFO : EPOCH 18 - PROGRESS: at 6.41% examples, 662148 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:55,235 : INFO : EPOCH 18 - PROGRESS: at 6.73% examples, 662438 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:56,235 : INFO : EPOCH 18 - PROGRESS: at 7.05% examples, 662800 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:57,236 : INFO : EPOCH 18 - PROGRESS: at 7.39% examples, 663157 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:58,247 : INFO : EPOCH 18 - PROGRESS: at 7.71% examples, 663142 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:45:59,250 : INFO : EPOCH 18 - PROGRESS: at 8.02% examples, 663116 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:00,251 : INFO : EPOCH 18 - PROGRESS: at 8.34% examples, 662946 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:46:01,252 : INFO : EPOCH 18 - PROGRESS: at 8.65% examples, 663142 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:02,260 : INFO : EPOCH 18 - PROGRESS: at 8.97% examples, 663198 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:03,263 : INFO : EPOCH 18 - PROGRESS: at 9.27% examples, 663243 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:04,263 : INFO : EPOCH 18 - PROGRESS: at 9.59% examples, 663785 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:05,276 : INFO : EPOCH 18 - PROGRESS: at 9.92% examples, 663611 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:06,281 : INFO : EPOCH 18 - PROGRESS: at 10.26% examples, 663694 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:07,283 : INFO : EPOCH 18 - PROGRESS: at 10.57% examples, 663647 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:08,287 : INFO : EPOCH 18 - PROGRESS: at 10.89% examples, 663588 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:09,301 : INFO : EPOCH 18 - PROGRESS: at 11.22% examples, 663635 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:10,307 : INFO : EPOCH 18 - PROGRESS: at 11.55% examples, 663696 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:11,315 : INFO : EPOCH 18 - PROGRESS: at 11.85% examples, 663825 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:46:12,324 : INFO : EPOCH 18 - PROGRESS: at 12.19% examples, 663806 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:13,339 : INFO : EPOCH 18 - PROGRESS: at 12.53% examples, 663819 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:14,342 : INFO : EPOCH 18 - PROGRESS: at 12.85% examples, 663825 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:15,343 : INFO : EPOCH 18 - PROGRESS: at 13.18% examples, 663834 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:16,349 : INFO : EPOCH 18 - PROGRESS: at 13.49% examples, 663982 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:17,353 : INFO : EPOCH 18 - PROGRESS: at 13.82% examples, 664214 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:18,371 : INFO : EPOCH 18 - PROGRESS: at 14.14% examples, 663934 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:19,389 : INFO : EPOCH 18 - PROGRESS: at 14.45% examples, 663371 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:20,397 : INFO : EPOCH 18 - PROGRESS: at 14.76% examples, 662861 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:21,399 : INFO : EPOCH 18 - PROGRESS: at 15.07% examples, 662101 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:22,405 : INFO : EPOCH 18 - PROGRESS: at 15.36% examples, 661464 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:23,424 : INFO : EPOCH 18 - PROGRESS: at 15.65% examples, 659889 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:24,424 : INFO : EPOCH 18 - PROGRESS: at 15.94% examples, 658910 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:46:25,429 : INFO : EPOCH 18 - PROGRESS: at 16.32% examples, 660244 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:46:26,433 : INFO : EPOCH 18 - PROGRESS: at 16.68% examples, 661583 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:27,435 : INFO : EPOCH 18 - PROGRESS: at 17.05% examples, 663033 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:28,444 : INFO : EPOCH 18 - PROGRESS: at 17.40% examples, 664159 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:29,456 : INFO : EPOCH 18 - PROGRESS: at 17.77% examples, 665460 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:30,457 : INFO : EPOCH 18 - PROGRESS: at 18.12% examples, 666535 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:31,458 : INFO : EPOCH 18 - PROGRESS: at 18.44% examples, 667909 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:46:32,464 : INFO : EPOCH 18 - PROGRESS: at 18.78% examples, 668885 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:33,472 : INFO : EPOCH 18 - PROGRESS: at 19.13% examples, 669972 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:34,473 : INFO : EPOCH 18 - PROGRESS: at 19.45% examples, 671305 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:35,492 : INFO : EPOCH 18 - PROGRESS: at 19.81% examples, 672201 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:36,506 : INFO : EPOCH 18 - PROGRESS: at 20.18% examples, 673203 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:37,524 : INFO : EPOCH 18 - PROGRESS: at 20.54% examples, 674224 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:38,528 : INFO : EPOCH 18 - PROGRESS: at 20.90% examples, 675177 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:39,530 : INFO : EPOCH 18 - PROGRESS: at 21.26% examples, 675940 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:46:40,533 : INFO : EPOCH 18 - PROGRESS: at 21.59% examples, 676652 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:46:41,547 : INFO : EPOCH 18 - PROGRESS: at 21.94% examples, 677553 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:42,551 : INFO : EPOCH 18 - PROGRESS: at 22.30% examples, 678318 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:43,551 : INFO : EPOCH 18 - PROGRESS: at 22.63% examples, 679135 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:46:44,562 : INFO : EPOCH 18 - PROGRESS: at 23.01% examples, 679965 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:45,572 : INFO : EPOCH 18 - PROGRESS: at 23.35% examples, 680824 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:46:46,594 : INFO : EPOCH 18 - PROGRESS: at 23.71% examples, 681486 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:47,614 : INFO : EPOCH 18 - PROGRESS: at 24.09% examples, 682193 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:48,628 : INFO : EPOCH 18 - PROGRESS: at 24.46% examples, 682733 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:49,635 : INFO : EPOCH 18 - PROGRESS: at 24.83% examples, 683370 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:50,636 : INFO : EPOCH 18 - PROGRESS: at 25.17% examples, 683928 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:46:51,643 : INFO : EPOCH 18 - PROGRESS: at 25.53% examples, 684446 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:52,658 : INFO : EPOCH 18 - PROGRESS: at 25.89% examples, 684924 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:53,662 : INFO : EPOCH 18 - PROGRESS: at 26.23% examples, 685601 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:54,666 : INFO : EPOCH 18 - PROGRESS: at 26.58% examples, 686195 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:55,668 : INFO : EPOCH 18 - PROGRESS: at 26.93% examples, 686690 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:46:56,675 : INFO : EPOCH 18 - PROGRESS: at 27.28% examples, 687354 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:57,688 : INFO : EPOCH 18 - PROGRESS: at 27.63% examples, 687738 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:58,699 : INFO : EPOCH 18 - PROGRESS: at 27.99% examples, 688317 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:46:59,703 : INFO : EPOCH 18 - PROGRESS: at 28.34% examples, 688935 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:00,719 : INFO : EPOCH 18 - PROGRESS: at 28.71% examples, 689341 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:01,720 : INFO : EPOCH 18 - PROGRESS: at 29.06% examples, 689834 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:02,738 : INFO : EPOCH 18 - PROGRESS: at 29.41% examples, 690218 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:47:03,740 : INFO : EPOCH 18 - PROGRESS: at 29.79% examples, 690597 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:47:04,745 : INFO : EPOCH 18 - PROGRESS: at 30.17% examples, 691072 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:05,754 : INFO : EPOCH 18 - PROGRESS: at 30.52% examples, 691581 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:06,764 : INFO : EPOCH 18 - PROGRESS: at 30.87% examples, 691977 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:07,764 : INFO : EPOCH 18 - PROGRESS: at 31.21% examples, 692348 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:08,765 : INFO : EPOCH 18 - PROGRESS: at 31.59% examples, 692782 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:47:09,766 : INFO : EPOCH 18 - PROGRESS: at 31.94% examples, 693191 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:10,784 : INFO : EPOCH 18 - PROGRESS: at 32.28% examples, 693554 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:11,786 : INFO : EPOCH 18 - PROGRESS: at 32.64% examples, 694002 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:12,801 : INFO : EPOCH 18 - PROGRESS: at 33.03% examples, 694187 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:13,803 : INFO : EPOCH 18 - PROGRESS: at 33.38% examples, 694679 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:14,804 : INFO : EPOCH 18 - PROGRESS: at 33.72% examples, 695004 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:15,806 : INFO : EPOCH 18 - PROGRESS: at 34.11% examples, 695383 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:16,811 : INFO : EPOCH 18 - PROGRESS: at 34.47% examples, 695720 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:17,815 : INFO : EPOCH 18 - PROGRESS: at 34.80% examples, 696080 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:18,817 : INFO : EPOCH 18 - PROGRESS: at 35.15% examples, 696349 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:19,820 : INFO : EPOCH 18 - PROGRESS: at 35.50% examples, 696758 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:47:20,821 : INFO : EPOCH 18 - PROGRESS: at 35.87% examples, 697026 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:21,828 : INFO : EPOCH 18 - PROGRESS: at 36.21% examples, 697389 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:47:22,839 : INFO : EPOCH 18 - PROGRESS: at 36.57% examples, 697683 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:23,842 : INFO : EPOCH 18 - PROGRESS: at 36.92% examples, 698023 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:24,843 : INFO : EPOCH 18 - PROGRESS: at 37.28% examples, 698169 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:25,845 : INFO : EPOCH 18 - PROGRESS: at 37.64% examples, 698465 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:26,854 : INFO : EPOCH 18 - PROGRESS: at 37.98% examples, 698800 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:27,863 : INFO : EPOCH 18 - PROGRESS: at 38.36% examples, 698973 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:47:28,871 : INFO : EPOCH 18 - PROGRESS: at 38.71% examples, 699379 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:29,884 : INFO : EPOCH 18 - PROGRESS: at 39.06% examples, 699650 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:30,889 : INFO : EPOCH 18 - PROGRESS: at 39.42% examples, 699932 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:31,897 : INFO : EPOCH 18 - PROGRESS: at 39.77% examples, 700150 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:32,899 : INFO : EPOCH 18 - PROGRESS: at 40.11% examples, 700507 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:33,900 : INFO : EPOCH 18 - PROGRESS: at 40.49% examples, 700708 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:34,915 : INFO : EPOCH 18 - PROGRESS: at 40.82% examples, 700927 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:47:35,937 : INFO : EPOCH 18 - PROGRESS: at 41.16% examples, 701248 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:36,937 : INFO : EPOCH 18 - PROGRESS: at 41.50% examples, 701616 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:37,943 : INFO : EPOCH 18 - PROGRESS: at 41.84% examples, 701832 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:38,943 : INFO : EPOCH 18 - PROGRESS: at 42.18% examples, 702160 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:39,945 : INFO : EPOCH 18 - PROGRESS: at 42.54% examples, 702392 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:40,950 : INFO : EPOCH 18 - PROGRESS: at 42.89% examples, 702610 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:41,955 : INFO : EPOCH 18 - PROGRESS: at 43.26% examples, 702798 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:42,961 : INFO : EPOCH 18 - PROGRESS: at 43.62% examples, 703085 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:43,961 : INFO : EPOCH 18 - PROGRESS: at 43.99% examples, 703285 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:44,962 : INFO : EPOCH 18 - PROGRESS: at 44.37% examples, 703426 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:45,963 : INFO : EPOCH 18 - PROGRESS: at 44.76% examples, 703739 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:46,964 : INFO : EPOCH 18 - PROGRESS: at 45.13% examples, 703885 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:47,980 : INFO : EPOCH 18 - PROGRESS: at 45.50% examples, 703957 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:48,990 : INFO : EPOCH 18 - PROGRESS: at 45.85% examples, 704111 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:50,011 : INFO : EPOCH 18 - PROGRESS: at 46.21% examples, 704257 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:51,012 : INFO : EPOCH 18 - PROGRESS: at 46.57% examples, 704489 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:52,019 : INFO : EPOCH 18 - PROGRESS: at 46.92% examples, 704666 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:53,035 : INFO : EPOCH 18 - PROGRESS: at 47.26% examples, 704855 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:54,039 : INFO : EPOCH 18 - PROGRESS: at 47.61% examples, 705161 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:55,046 : INFO : EPOCH 18 - PROGRESS: at 47.96% examples, 705325 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:47:56,047 : INFO : EPOCH 18 - PROGRESS: at 48.33% examples, 705512 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:57,050 : INFO : EPOCH 18 - PROGRESS: at 48.68% examples, 705777 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:58,063 : INFO : EPOCH 18 - PROGRESS: at 49.01% examples, 706019 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:47:59,065 : INFO : EPOCH 18 - PROGRESS: at 49.38% examples, 706109 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:00,073 : INFO : EPOCH 18 - PROGRESS: at 49.72% examples, 706226 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:48:01,077 : INFO : EPOCH 18 - PROGRESS: at 50.08% examples, 706495 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:02,080 : INFO : EPOCH 18 - PROGRESS: at 50.44% examples, 706620 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:03,093 : INFO : EPOCH 18 - PROGRESS: at 50.78% examples, 706723 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:04,096 : INFO : EPOCH 18 - PROGRESS: at 51.12% examples, 706974 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:05,100 : INFO : EPOCH 18 - PROGRESS: at 51.47% examples, 707177 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:06,105 : INFO : EPOCH 18 - PROGRESS: at 51.82% examples, 707370 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:07,112 : INFO : EPOCH 18 - PROGRESS: at 52.18% examples, 707528 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:08,116 : INFO : EPOCH 18 - PROGRESS: at 52.56% examples, 707726 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:09,118 : INFO : EPOCH 18 - PROGRESS: at 52.93% examples, 707842 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:10,127 : INFO : EPOCH 18 - PROGRESS: at 53.28% examples, 708004 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:11,142 : INFO : EPOCH 18 - PROGRESS: at 53.63% examples, 708130 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:12,144 : INFO : EPOCH 18 - PROGRESS: at 53.99% examples, 708236 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:13,156 : INFO : EPOCH 18 - PROGRESS: at 54.33% examples, 708418 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:14,168 : INFO : EPOCH 18 - PROGRESS: at 54.65% examples, 708564 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:15,179 : INFO : EPOCH 18 - PROGRESS: at 55.01% examples, 708686 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:16,197 : INFO : EPOCH 18 - PROGRESS: at 55.32% examples, 708861 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:17,198 : INFO : EPOCH 18 - PROGRESS: at 55.69% examples, 709038 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:18,200 : INFO : EPOCH 18 - PROGRESS: at 56.06% examples, 709081 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:19,205 : INFO : EPOCH 18 - PROGRESS: at 56.41% examples, 709166 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:20,209 : INFO : EPOCH 18 - PROGRESS: at 56.74% examples, 709315 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:21,215 : INFO : EPOCH 18 - PROGRESS: at 57.10% examples, 709489 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:22,215 : INFO : EPOCH 18 - PROGRESS: at 57.47% examples, 709620 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:23,221 : INFO : EPOCH 18 - PROGRESS: at 57.82% examples, 709739 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:24,236 : INFO : EPOCH 18 - PROGRESS: at 58.19% examples, 709939 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:25,243 : INFO : EPOCH 18 - PROGRESS: at 58.52% examples, 710044 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:26,247 : INFO : EPOCH 18 - PROGRESS: at 58.86% examples, 710194 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:27,264 : INFO : EPOCH 18 - PROGRESS: at 59.22% examples, 710304 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:28,268 : INFO : EPOCH 18 - PROGRESS: at 59.57% examples, 710442 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:29,276 : INFO : EPOCH 18 - PROGRESS: at 59.91% examples, 710562 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:30,284 : INFO : EPOCH 18 - PROGRESS: at 60.26% examples, 710633 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:48:31,288 : INFO : EPOCH 18 - PROGRESS: at 60.62% examples, 710788 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:32,295 : INFO : EPOCH 18 - PROGRESS: at 60.99% examples, 710950 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:33,319 : INFO : EPOCH 18 - PROGRESS: at 61.35% examples, 710977 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:34,328 : INFO : EPOCH 18 - PROGRESS: at 61.70% examples, 711136 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:35,340 : INFO : EPOCH 18 - PROGRESS: at 62.05% examples, 711239 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:36,348 : INFO : EPOCH 18 - PROGRESS: at 62.40% examples, 711390 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:37,349 : INFO : EPOCH 18 - PROGRESS: at 62.74% examples, 711482 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:38,353 : INFO : EPOCH 18 - PROGRESS: at 63.09% examples, 711638 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:39,354 : INFO : EPOCH 18 - PROGRESS: at 63.45% examples, 711729 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:40,373 : INFO : EPOCH 18 - PROGRESS: at 63.83% examples, 711754 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:41,382 : INFO : EPOCH 18 - PROGRESS: at 64.17% examples, 711868 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:42,385 : INFO : EPOCH 18 - PROGRESS: at 64.50% examples, 711989 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:43,391 : INFO : EPOCH 18 - PROGRESS: at 64.85% examples, 712087 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:44,395 : INFO : EPOCH 18 - PROGRESS: at 65.21% examples, 712216 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:45,413 : INFO : EPOCH 18 - PROGRESS: at 65.55% examples, 712340 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:46,422 : INFO : EPOCH 18 - PROGRESS: at 65.89% examples, 712457 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:47,423 : INFO : EPOCH 18 - PROGRESS: at 66.27% examples, 712615 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:48,424 : INFO : EPOCH 18 - PROGRESS: at 66.62% examples, 712764 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:49,425 : INFO : EPOCH 18 - PROGRESS: at 66.98% examples, 712866 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:50,432 : INFO : EPOCH 18 - PROGRESS: at 67.30% examples, 712964 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:48:51,437 : INFO : EPOCH 18 - PROGRESS: at 67.65% examples, 713109 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:52,438 : INFO : EPOCH 18 - PROGRESS: at 67.98% examples, 713220 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:53,447 : INFO : EPOCH 18 - PROGRESS: at 68.37% examples, 713320 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:54,451 : INFO : EPOCH 18 - PROGRESS: at 68.71% examples, 713415 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:48:55,454 : INFO : EPOCH 18 - PROGRESS: at 69.04% examples, 713522 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:56,456 : INFO : EPOCH 18 - PROGRESS: at 69.42% examples, 713566 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:57,461 : INFO : EPOCH 18 - PROGRESS: at 69.78% examples, 713642 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:58,463 : INFO : EPOCH 18 - PROGRESS: at 70.13% examples, 713803 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:48:59,469 : INFO : EPOCH 18 - PROGRESS: at 70.49% examples, 713783 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:00,476 : INFO : EPOCH 18 - PROGRESS: at 70.83% examples, 713661 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:01,483 : INFO : EPOCH 18 - PROGRESS: at 71.19% examples, 713566 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:02,495 : INFO : EPOCH 18 - PROGRESS: at 71.50% examples, 713522 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:03,505 : INFO : EPOCH 18 - PROGRESS: at 71.80% examples, 713105 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:04,511 : INFO : EPOCH 18 - PROGRESS: at 72.09% examples, 712698 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:05,522 : INFO : EPOCH 18 - PROGRESS: at 72.43% examples, 712777 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:06,528 : INFO : EPOCH 18 - PROGRESS: at 72.77% examples, 712850 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:07,531 : INFO : EPOCH 18 - PROGRESS: at 73.13% examples, 712962 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:08,538 : INFO : EPOCH 18 - PROGRESS: at 73.50% examples, 713098 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:09,548 : INFO : EPOCH 18 - PROGRESS: at 73.87% examples, 713138 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:10,568 : INFO : EPOCH 18 - PROGRESS: at 74.26% examples, 713161 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:11,577 : INFO : EPOCH 18 - PROGRESS: at 74.60% examples, 713307 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:12,579 : INFO : EPOCH 18 - PROGRESS: at 74.95% examples, 713389 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:13,598 : INFO : EPOCH 18 - PROGRESS: at 75.32% examples, 713493 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:14,601 : INFO : EPOCH 18 - PROGRESS: at 75.64% examples, 713632 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:15,617 : INFO : EPOCH 18 - PROGRESS: at 75.97% examples, 713672 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:16,626 : INFO : EPOCH 18 - PROGRESS: at 76.32% examples, 713767 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:17,628 : INFO : EPOCH 18 - PROGRESS: at 76.66% examples, 713884 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:18,644 : INFO : EPOCH 18 - PROGRESS: at 77.00% examples, 713905 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:49:19,649 : INFO : EPOCH 18 - PROGRESS: at 77.35% examples, 714023 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:20,651 : INFO : EPOCH 18 - PROGRESS: at 77.69% examples, 714117 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:49:21,654 : INFO : EPOCH 18 - PROGRESS: at 78.05% examples, 714198 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:22,668 : INFO : EPOCH 18 - PROGRESS: at 78.42% examples, 714285 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:23,676 : INFO : EPOCH 18 - PROGRESS: at 78.81% examples, 714307 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:24,680 : INFO : EPOCH 18 - PROGRESS: at 79.15% examples, 714436 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:25,689 : INFO : EPOCH 18 - PROGRESS: at 79.50% examples, 714477 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:26,692 : INFO : EPOCH 18 - PROGRESS: at 79.83% examples, 714593 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:27,704 : INFO : EPOCH 18 - PROGRESS: at 80.17% examples, 714691 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:28,704 : INFO : EPOCH 18 - PROGRESS: at 80.53% examples, 714757 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:29,709 : INFO : EPOCH 18 - PROGRESS: at 80.88% examples, 714796 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:30,715 : INFO : EPOCH 18 - PROGRESS: at 81.24% examples, 714872 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:31,718 : INFO : EPOCH 18 - PROGRESS: at 81.59% examples, 714934 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:32,721 : INFO : EPOCH 18 - PROGRESS: at 81.97% examples, 714977 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:33,722 : INFO : EPOCH 18 - PROGRESS: at 82.33% examples, 715061 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:34,735 : INFO : EPOCH 18 - PROGRESS: at 82.70% examples, 715117 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:35,744 : INFO : EPOCH 18 - PROGRESS: at 83.05% examples, 715203 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:36,751 : INFO : EPOCH 18 - PROGRESS: at 83.38% examples, 715252 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:37,761 : INFO : EPOCH 18 - PROGRESS: at 83.74% examples, 715334 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:38,774 : INFO : EPOCH 18 - PROGRESS: at 84.11% examples, 715403 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:39,783 : INFO : EPOCH 18 - PROGRESS: at 84.46% examples, 715460 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:40,784 : INFO : EPOCH 18 - PROGRESS: at 84.80% examples, 715526 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:49:41,786 : INFO : EPOCH 18 - PROGRESS: at 85.15% examples, 715627 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:42,788 : INFO : EPOCH 18 - PROGRESS: at 85.49% examples, 715690 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:43,797 : INFO : EPOCH 18 - PROGRESS: at 85.85% examples, 715713 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:44,806 : INFO : EPOCH 18 - PROGRESS: at 86.16% examples, 715835 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:45,816 : INFO : EPOCH 18 - PROGRESS: at 86.49% examples, 715885 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:46,826 : INFO : EPOCH 18 - PROGRESS: at 86.84% examples, 715954 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:47,832 : INFO : EPOCH 18 - PROGRESS: at 87.21% examples, 716017 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:48,839 : INFO : EPOCH 18 - PROGRESS: at 87.60% examples, 716058 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:49,852 : INFO : EPOCH 18 - PROGRESS: at 87.95% examples, 716093 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:50,853 : INFO : EPOCH 18 - PROGRESS: at 88.30% examples, 716185 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:51,857 : INFO : EPOCH 18 - PROGRESS: at 88.61% examples, 716232 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:52,863 : INFO : EPOCH 18 - PROGRESS: at 88.95% examples, 716306 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:53,864 : INFO : EPOCH 18 - PROGRESS: at 89.30% examples, 716361 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:54,872 : INFO : EPOCH 18 - PROGRESS: at 89.65% examples, 716469 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:55,879 : INFO : EPOCH 18 - PROGRESS: at 89.99% examples, 716512 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:56,883 : INFO : EPOCH 18 - PROGRESS: at 90.37% examples, 716542 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:49:57,888 : INFO : EPOCH 18 - PROGRESS: at 90.72% examples, 716616 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:58,891 : INFO : EPOCH 18 - PROGRESS: at 91.09% examples, 716685 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:49:59,893 : INFO : EPOCH 18 - PROGRESS: at 91.43% examples, 716741 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:00,895 : INFO : EPOCH 18 - PROGRESS: at 91.78% examples, 716832 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:01,904 : INFO : EPOCH 18 - PROGRESS: at 92.12% examples, 716842 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:02,917 : INFO : EPOCH 18 - PROGRESS: at 92.47% examples, 716896 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:03,919 : INFO : EPOCH 18 - PROGRESS: at 92.83% examples, 716967 words/s, in_qsize 8, out_qsize 1
2020-07-24 15:50:04,924 : INFO : EPOCH 18 - PROGRESS: at 93.17% examples, 717042 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:05,939 : INFO : EPOCH 18 - PROGRESS: at 93.52% examples, 717086 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:06,948 : INFO : EPOCH 18 - PROGRESS: at 93.86% examples, 717141 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:07,953 : INFO : EPOCH 18 - PROGRESS: at 94.19% examples, 717196 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:08,955 : INFO : EPOCH 18 - PROGRESS: at 94.54% examples, 717236 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:09,963 : INFO : EPOCH 18 - PROGRESS: at 94.93% examples, 717292 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:10,977 : INFO : EPOCH 18 - PROGRESS: at 95.29% examples, 717346 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:11,979 : INFO : EPOCH 18 - PROGRESS: at 95.64% examples, 717479 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:12,983 : INFO : EPOCH 18 - PROGRESS: at 95.96% examples, 717524 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:50:13,983 : INFO : EPOCH 18 - PROGRESS: at 96.31% examples, 717612 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:14,989 : INFO : EPOCH 18 - PROGRESS: at 96.69% examples, 717661 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:15,992 : INFO : EPOCH 18 - PROGRESS: at 97.05% examples, 717679 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:16,998 : INFO : EPOCH 18 - PROGRESS: at 97.41% examples, 717730 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:50:18,001 : INFO : EPOCH 18 - PROGRESS: at 97.78% examples, 717767 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:19,002 : INFO : EPOCH 18 - PROGRESS: at 98.14% examples, 717791 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:20,006 : INFO : EPOCH 18 - PROGRESS: at 98.47% examples, 717848 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:21,010 : INFO : EPOCH 18 - PROGRESS: at 98.86% examples, 717837 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:22,030 : INFO : EPOCH 18 - PROGRESS: at 99.20% examples, 717884 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:23,047 : INFO : EPOCH 18 - PROGRESS: at 99.57% examples, 717905 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:24,057 : INFO : EPOCH 18 - PROGRESS: at 99.90% examples, 717901 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:24,263 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 15:50:24,268 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 15:50:24,276 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 15:50:24,286 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 15:50:24,287 : INFO : EPOCH - 18 : training on 268191231 raw words (208342222 effective words) took 290.2s, 717930 effective words/s
2020-07-24 15:50:25,306 : INFO : EPOCH 19 - PROGRESS: at 0.36% examples, 710175 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:26,316 : INFO : EPOCH 19 - PROGRESS: at 0.71% examples, 721050 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:27,316 : INFO : EPOCH 19 - PROGRESS: at 1.07% examples, 721986 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:50:28,325 : INFO : EPOCH 19 - PROGRESS: at 1.45% examples, 723282 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:29,335 : INFO : EPOCH 19 - PROGRESS: at 1.80% examples, 726469 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:30,359 : INFO : EPOCH 19 - PROGRESS: at 2.15% examples, 726798 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:31,380 : INFO : EPOCH 19 - PROGRESS: at 2.49% examples, 729285 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:32,388 : INFO : EPOCH 19 - PROGRESS: at 2.85% examples, 728032 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:33,391 : INFO : EPOCH 19 - PROGRESS: at 3.21% examples, 727447 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:34,395 : INFO : EPOCH 19 - PROGRESS: at 3.54% examples, 727999 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:35,395 : INFO : EPOCH 19 - PROGRESS: at 3.87% examples, 725076 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:36,407 : INFO : EPOCH 19 - PROGRESS: at 4.19% examples, 719562 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:37,413 : INFO : EPOCH 19 - PROGRESS: at 4.51% examples, 714676 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:38,414 : INFO : EPOCH 19 - PROGRESS: at 4.83% examples, 710265 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:39,418 : INFO : EPOCH 19 - PROGRESS: at 5.18% examples, 706945 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:40,419 : INFO : EPOCH 19 - PROGRESS: at 5.50% examples, 703441 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:41,426 : INFO : EPOCH 19 - PROGRESS: at 5.82% examples, 701439 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:42,440 : INFO : EPOCH 19 - PROGRESS: at 6.13% examples, 699658 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:43,445 : INFO : EPOCH 19 - PROGRESS: at 6.43% examples, 698160 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:44,450 : INFO : EPOCH 19 - PROGRESS: at 6.75% examples, 697123 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:50:45,457 : INFO : EPOCH 19 - PROGRESS: at 7.08% examples, 695584 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:46,472 : INFO : EPOCH 19 - PROGRESS: at 7.41% examples, 694020 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:47,472 : INFO : EPOCH 19 - PROGRESS: at 7.73% examples, 693121 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:48,482 : INFO : EPOCH 19 - PROGRESS: at 8.05% examples, 691817 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:50:49,484 : INFO : EPOCH 19 - PROGRESS: at 8.36% examples, 690643 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:50,501 : INFO : EPOCH 19 - PROGRESS: at 8.68% examples, 689796 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:51,512 : INFO : EPOCH 19 - PROGRESS: at 9.01% examples, 689074 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:52,516 : INFO : EPOCH 19 - PROGRESS: at 9.31% examples, 688380 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:53,517 : INFO : EPOCH 19 - PROGRESS: at 9.62% examples, 687605 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:54,524 : INFO : EPOCH 19 - PROGRESS: at 9.95% examples, 686906 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:50:55,535 : INFO : EPOCH 19 - PROGRESS: at 10.29% examples, 685813 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:56,558 : INFO : EPOCH 19 - PROGRESS: at 10.61% examples, 685033 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:57,567 : INFO : EPOCH 19 - PROGRESS: at 10.94% examples, 684600 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:58,575 : INFO : EPOCH 19 - PROGRESS: at 11.26% examples, 683886 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:50:59,588 : INFO : EPOCH 19 - PROGRESS: at 11.59% examples, 683308 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:00,592 : INFO : EPOCH 19 - PROGRESS: at 11.89% examples, 682757 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:01,607 : INFO : EPOCH 19 - PROGRESS: at 12.23% examples, 681941 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:02,614 : INFO : EPOCH 19 - PROGRESS: at 12.57% examples, 681761 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:03,626 : INFO : EPOCH 19 - PROGRESS: at 12.88% examples, 681083 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:04,626 : INFO : EPOCH 19 - PROGRESS: at 13.20% examples, 680902 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:05,638 : INFO : EPOCH 19 - PROGRESS: at 13.52% examples, 680597 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:06,661 : INFO : EPOCH 19 - PROGRESS: at 13.86% examples, 680058 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:07,661 : INFO : EPOCH 19 - PROGRESS: at 14.18% examples, 679818 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:08,671 : INFO : EPOCH 19 - PROGRESS: at 14.49% examples, 679405 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:51:09,696 : INFO : EPOCH 19 - PROGRESS: at 14.82% examples, 679055 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:10,701 : INFO : EPOCH 19 - PROGRESS: at 15.15% examples, 678705 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:11,702 : INFO : EPOCH 19 - PROGRESS: at 15.46% examples, 678545 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:12,703 : INFO : EPOCH 19 - PROGRESS: at 15.79% examples, 678190 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:13,704 : INFO : EPOCH 19 - PROGRESS: at 16.11% examples, 677892 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:14,727 : INFO : EPOCH 19 - PROGRESS: at 16.46% examples, 677448 words/s, in_qsize 8, out_qsize 1
2020-07-24 15:51:15,727 : INFO : EPOCH 19 - PROGRESS: at 16.79% examples, 677377 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:16,733 : INFO : EPOCH 19 - PROGRESS: at 17.11% examples, 677088 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:17,747 : INFO : EPOCH 19 - PROGRESS: at 17.44% examples, 676725 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:18,762 : INFO : EPOCH 19 - PROGRESS: at 17.78% examples, 676523 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:19,764 : INFO : EPOCH 19 - PROGRESS: at 18.10% examples, 676380 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:20,768 : INFO : EPOCH 19 - PROGRESS: at 18.39% examples, 676234 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:21,781 : INFO : EPOCH 19 - PROGRESS: at 18.70% examples, 675893 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:22,796 : INFO : EPOCH 19 - PROGRESS: at 19.01% examples, 675675 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:23,805 : INFO : EPOCH 19 - PROGRESS: at 19.32% examples, 675535 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:24,815 : INFO : EPOCH 19 - PROGRESS: at 19.63% examples, 675568 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:25,820 : INFO : EPOCH 19 - PROGRESS: at 19.96% examples, 675179 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:26,828 : INFO : EPOCH 19 - PROGRESS: at 20.28% examples, 675035 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:27,836 : INFO : EPOCH 19 - PROGRESS: at 20.60% examples, 674844 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:28,848 : INFO : EPOCH 19 - PROGRESS: at 20.93% examples, 674714 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:29,852 : INFO : EPOCH 19 - PROGRESS: at 21.25% examples, 674427 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:30,857 : INFO : EPOCH 19 - PROGRESS: at 21.57% examples, 674457 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:31,861 : INFO : EPOCH 19 - PROGRESS: at 21.87% examples, 674379 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:51:32,875 : INFO : EPOCH 19 - PROGRESS: at 22.21% examples, 673954 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:33,895 : INFO : EPOCH 19 - PROGRESS: at 22.52% examples, 673898 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:34,907 : INFO : EPOCH 19 - PROGRESS: at 22.84% examples, 673737 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:35,913 : INFO : EPOCH 19 - PROGRESS: at 23.18% examples, 673801 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:36,926 : INFO : EPOCH 19 - PROGRESS: at 23.49% examples, 673564 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:37,935 : INFO : EPOCH 19 - PROGRESS: at 23.81% examples, 673361 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:38,935 : INFO : EPOCH 19 - PROGRESS: at 24.13% examples, 673019 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:39,939 : INFO : EPOCH 19 - PROGRESS: at 24.45% examples, 672320 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:40,964 : INFO : EPOCH 19 - PROGRESS: at 24.77% examples, 671686 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:41,966 : INFO : EPOCH 19 - PROGRESS: at 25.06% examples, 671175 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:42,971 : INFO : EPOCH 19 - PROGRESS: at 25.36% examples, 670157 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:43,988 : INFO : EPOCH 19 - PROGRESS: at 25.67% examples, 669172 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:45,003 : INFO : EPOCH 19 - PROGRESS: at 25.99% examples, 669307 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:46,009 : INFO : EPOCH 19 - PROGRESS: at 26.32% examples, 670161 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:47,012 : INFO : EPOCH 19 - PROGRESS: at 26.68% examples, 670875 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:48,019 : INFO : EPOCH 19 - PROGRESS: at 27.02% examples, 671583 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:51:49,040 : INFO : EPOCH 19 - PROGRESS: at 27.37% examples, 672290 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:51:50,041 : INFO : EPOCH 19 - PROGRESS: at 27.73% examples, 672933 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:51,053 : INFO : EPOCH 19 - PROGRESS: at 28.10% examples, 673634 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:51:52,053 : INFO : EPOCH 19 - PROGRESS: at 28.45% examples, 674344 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:53,061 : INFO : EPOCH 19 - PROGRESS: at 28.81% examples, 674979 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:51:54,066 : INFO : EPOCH 19 - PROGRESS: at 29.16% examples, 675633 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:55,084 : INFO : EPOCH 19 - PROGRESS: at 29.51% examples, 676199 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:56,092 : INFO : EPOCH 19 - PROGRESS: at 29.88% examples, 676755 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:57,095 : INFO : EPOCH 19 - PROGRESS: at 30.26% examples, 677354 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:58,098 : INFO : EPOCH 19 - PROGRESS: at 30.62% examples, 677884 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:51:59,105 : INFO : EPOCH 19 - PROGRESS: at 30.97% examples, 678463 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:00,111 : INFO : EPOCH 19 - PROGRESS: at 31.31% examples, 678954 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:01,115 : INFO : EPOCH 19 - PROGRESS: at 31.68% examples, 679451 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:02,117 : INFO : EPOCH 19 - PROGRESS: at 32.04% examples, 680008 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:52:03,124 : INFO : EPOCH 19 - PROGRESS: at 32.37% examples, 680506 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:04,132 : INFO : EPOCH 19 - PROGRESS: at 32.74% examples, 681028 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:52:05,138 : INFO : EPOCH 19 - PROGRESS: at 33.11% examples, 681375 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:06,143 : INFO : EPOCH 19 - PROGRESS: at 33.46% examples, 681998 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:07,155 : INFO : EPOCH 19 - PROGRESS: at 33.83% examples, 682464 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:08,160 : INFO : EPOCH 19 - PROGRESS: at 34.20% examples, 682923 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:09,172 : INFO : EPOCH 19 - PROGRESS: at 34.57% examples, 683297 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:10,191 : INFO : EPOCH 19 - PROGRESS: at 34.90% examples, 683707 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:11,192 : INFO : EPOCH 19 - PROGRESS: at 35.25% examples, 684226 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:52:12,201 : INFO : EPOCH 19 - PROGRESS: at 35.61% examples, 684612 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:13,203 : INFO : EPOCH 19 - PROGRESS: at 35.97% examples, 684995 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:14,205 : INFO : EPOCH 19 - PROGRESS: at 36.31% examples, 685408 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:15,210 : INFO : EPOCH 19 - PROGRESS: at 36.65% examples, 685818 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:16,221 : INFO : EPOCH 19 - PROGRESS: at 37.03% examples, 686149 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:17,221 : INFO : EPOCH 19 - PROGRESS: at 37.38% examples, 686609 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:18,227 : INFO : EPOCH 19 - PROGRESS: at 37.73% examples, 686908 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:19,238 : INFO : EPOCH 19 - PROGRESS: at 38.08% examples, 687245 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:20,246 : INFO : EPOCH 19 - PROGRESS: at 38.46% examples, 687609 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:21,260 : INFO : EPOCH 19 - PROGRESS: at 38.80% examples, 687996 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:22,262 : INFO : EPOCH 19 - PROGRESS: at 39.15% examples, 688412 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:23,265 : INFO : EPOCH 19 - PROGRESS: at 39.51% examples, 688785 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:24,269 : INFO : EPOCH 19 - PROGRESS: at 39.85% examples, 689035 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:25,276 : INFO : EPOCH 19 - PROGRESS: at 40.20% examples, 689379 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:26,282 : INFO : EPOCH 19 - PROGRESS: at 40.57% examples, 689806 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:27,282 : INFO : EPOCH 19 - PROGRESS: at 40.91% examples, 690195 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:28,288 : INFO : EPOCH 19 - PROGRESS: at 41.24% examples, 690660 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:29,301 : INFO : EPOCH 19 - PROGRESS: at 41.58% examples, 690975 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:30,307 : INFO : EPOCH 19 - PROGRESS: at 41.92% examples, 691302 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:31,317 : INFO : EPOCH 19 - PROGRESS: at 42.25% examples, 691650 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:32,320 : INFO : EPOCH 19 - PROGRESS: at 42.63% examples, 691952 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:52:33,333 : INFO : EPOCH 19 - PROGRESS: at 43.00% examples, 692275 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:34,334 : INFO : EPOCH 19 - PROGRESS: at 43.36% examples, 692600 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:52:35,346 : INFO : EPOCH 19 - PROGRESS: at 43.72% examples, 692884 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:52:36,351 : INFO : EPOCH 19 - PROGRESS: at 44.10% examples, 693214 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:37,351 : INFO : EPOCH 19 - PROGRESS: at 44.49% examples, 693458 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:38,374 : INFO : EPOCH 19 - PROGRESS: at 44.87% examples, 693642 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:39,378 : INFO : EPOCH 19 - PROGRESS: at 45.23% examples, 693932 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:40,398 : INFO : EPOCH 19 - PROGRESS: at 45.61% examples, 694134 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:41,404 : INFO : EPOCH 19 - PROGRESS: at 45.96% examples, 694409 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:42,409 : INFO : EPOCH 19 - PROGRESS: at 46.32% examples, 694676 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:43,418 : INFO : EPOCH 19 - PROGRESS: at 46.67% examples, 694957 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:44,430 : INFO : EPOCH 19 - PROGRESS: at 47.02% examples, 695156 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:45,431 : INFO : EPOCH 19 - PROGRESS: at 47.35% examples, 695454 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:46,433 : INFO : EPOCH 19 - PROGRESS: at 47.71% examples, 695787 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:47,438 : INFO : EPOCH 19 - PROGRESS: at 48.07% examples, 695931 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:48,438 : INFO : EPOCH 19 - PROGRESS: at 48.42% examples, 696238 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:49,446 : INFO : EPOCH 19 - PROGRESS: at 48.76% examples, 696470 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:50,450 : INFO : EPOCH 19 - PROGRESS: at 49.11% examples, 696777 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:51,455 : INFO : EPOCH 19 - PROGRESS: at 49.47% examples, 696966 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:52,461 : INFO : EPOCH 19 - PROGRESS: at 49.81% examples, 697197 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:53,468 : INFO : EPOCH 19 - PROGRESS: at 50.18% examples, 697426 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:52:54,489 : INFO : EPOCH 19 - PROGRESS: at 50.51% examples, 697586 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:55,499 : INFO : EPOCH 19 - PROGRESS: at 50.89% examples, 697814 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:52:56,506 : INFO : EPOCH 19 - PROGRESS: at 51.23% examples, 698058 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:57,515 : INFO : EPOCH 19 - PROGRESS: at 51.56% examples, 698258 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:58,523 : INFO : EPOCH 19 - PROGRESS: at 51.91% examples, 698528 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:52:59,528 : INFO : EPOCH 19 - PROGRESS: at 52.28% examples, 698655 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:00,535 : INFO : EPOCH 19 - PROGRESS: at 52.65% examples, 698807 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:01,539 : INFO : EPOCH 19 - PROGRESS: at 53.02% examples, 699058 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:02,543 : INFO : EPOCH 19 - PROGRESS: at 53.37% examples, 699202 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:53:03,546 : INFO : EPOCH 19 - PROGRESS: at 53.73% examples, 699378 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:04,546 : INFO : EPOCH 19 - PROGRESS: at 54.07% examples, 699588 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:05,552 : INFO : EPOCH 19 - PROGRESS: at 54.39% examples, 699760 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:06,558 : INFO : EPOCH 19 - PROGRESS: at 54.73% examples, 699920 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:07,563 : INFO : EPOCH 19 - PROGRESS: at 55.07% examples, 700135 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:08,566 : INFO : EPOCH 19 - PROGRESS: at 55.39% examples, 700362 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:09,569 : INFO : EPOCH 19 - PROGRESS: at 55.76% examples, 700496 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:53:10,581 : INFO : EPOCH 19 - PROGRESS: at 56.13% examples, 700665 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:11,582 : INFO : EPOCH 19 - PROGRESS: at 56.47% examples, 700872 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:12,587 : INFO : EPOCH 19 - PROGRESS: at 56.82% examples, 701081 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:13,590 : INFO : EPOCH 19 - PROGRESS: at 57.17% examples, 701216 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:14,599 : INFO : EPOCH 19 - PROGRESS: at 57.53% examples, 701380 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:15,609 : INFO : EPOCH 19 - PROGRESS: at 57.88% examples, 701637 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:16,616 : INFO : EPOCH 19 - PROGRESS: at 58.25% examples, 701817 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:53:17,620 : INFO : EPOCH 19 - PROGRESS: at 58.59% examples, 701986 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:18,641 : INFO : EPOCH 19 - PROGRESS: at 58.93% examples, 702180 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:53:19,642 : INFO : EPOCH 19 - PROGRESS: at 59.29% examples, 702428 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:20,651 : INFO : EPOCH 19 - PROGRESS: at 59.64% examples, 702501 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:21,659 : INFO : EPOCH 19 - PROGRESS: at 59.98% examples, 702643 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:22,667 : INFO : EPOCH 19 - PROGRESS: at 60.33% examples, 702848 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:23,672 : INFO : EPOCH 19 - PROGRESS: at 60.69% examples, 702999 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:24,676 : INFO : EPOCH 19 - PROGRESS: at 61.06% examples, 703121 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:25,681 : INFO : EPOCH 19 - PROGRESS: at 61.42% examples, 703275 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:26,688 : INFO : EPOCH 19 - PROGRESS: at 61.76% examples, 703413 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:53:27,692 : INFO : EPOCH 19 - PROGRESS: at 62.10% examples, 703511 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:28,698 : INFO : EPOCH 19 - PROGRESS: at 62.45% examples, 703760 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:29,713 : INFO : EPOCH 19 - PROGRESS: at 62.79% examples, 703906 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:30,732 : INFO : EPOCH 19 - PROGRESS: at 63.15% examples, 704026 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:31,740 : INFO : EPOCH 19 - PROGRESS: at 63.53% examples, 704184 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:32,740 : INFO : EPOCH 19 - PROGRESS: at 63.89% examples, 704273 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:33,755 : INFO : EPOCH 19 - PROGRESS: at 64.22% examples, 704402 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:34,759 : INFO : EPOCH 19 - PROGRESS: at 64.57% examples, 704551 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:35,771 : INFO : EPOCH 19 - PROGRESS: at 64.92% examples, 704677 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:36,772 : INFO : EPOCH 19 - PROGRESS: at 65.26% examples, 704872 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:37,787 : INFO : EPOCH 19 - PROGRESS: at 65.61% examples, 704951 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:38,791 : INFO : EPOCH 19 - PROGRESS: at 65.95% examples, 705118 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:39,791 : INFO : EPOCH 19 - PROGRESS: at 66.32% examples, 705269 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:40,792 : INFO : EPOCH 19 - PROGRESS: at 66.67% examples, 705422 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:41,816 : INFO : EPOCH 19 - PROGRESS: at 67.03% examples, 705560 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:42,823 : INFO : EPOCH 19 - PROGRESS: at 67.37% examples, 705759 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:43,825 : INFO : EPOCH 19 - PROGRESS: at 67.70% examples, 705897 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:44,830 : INFO : EPOCH 19 - PROGRESS: at 68.05% examples, 706099 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:45,837 : INFO : EPOCH 19 - PROGRESS: at 68.42% examples, 706220 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:53:46,840 : INFO : EPOCH 19 - PROGRESS: at 68.77% examples, 706390 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:47,841 : INFO : EPOCH 19 - PROGRESS: at 69.10% examples, 706433 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:48,851 : INFO : EPOCH 19 - PROGRESS: at 69.48% examples, 706515 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:49,856 : INFO : EPOCH 19 - PROGRESS: at 69.85% examples, 706603 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:50,860 : INFO : EPOCH 19 - PROGRESS: at 70.19% examples, 706772 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:51,874 : INFO : EPOCH 19 - PROGRESS: at 70.56% examples, 706873 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:52,878 : INFO : EPOCH 19 - PROGRESS: at 70.91% examples, 706981 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:53,892 : INFO : EPOCH 19 - PROGRESS: at 71.27% examples, 707051 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:54,898 : INFO : EPOCH 19 - PROGRESS: at 71.61% examples, 707206 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:55,899 : INFO : EPOCH 19 - PROGRESS: at 71.96% examples, 707342 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:56,900 : INFO : EPOCH 19 - PROGRESS: at 72.29% examples, 707456 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:57,909 : INFO : EPOCH 19 - PROGRESS: at 72.64% examples, 707547 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:58,912 : INFO : EPOCH 19 - PROGRESS: at 72.98% examples, 707645 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:53:59,919 : INFO : EPOCH 19 - PROGRESS: at 73.34% examples, 707764 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:00,927 : INFO : EPOCH 19 - PROGRESS: at 73.72% examples, 707833 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:01,936 : INFO : EPOCH 19 - PROGRESS: at 74.09% examples, 707897 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:02,937 : INFO : EPOCH 19 - PROGRESS: at 74.43% examples, 708067 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:03,954 : INFO : EPOCH 19 - PROGRESS: at 74.79% examples, 708188 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:04,978 : INFO : EPOCH 19 - PROGRESS: at 75.16% examples, 708251 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:05,981 : INFO : EPOCH 19 - PROGRESS: at 75.51% examples, 708417 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:06,983 : INFO : EPOCH 19 - PROGRESS: at 75.82% examples, 708493 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:07,986 : INFO : EPOCH 19 - PROGRESS: at 76.17% examples, 708573 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:54:08,994 : INFO : EPOCH 19 - PROGRESS: at 76.51% examples, 708697 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:09,996 : INFO : EPOCH 19 - PROGRESS: at 76.86% examples, 708824 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:11,002 : INFO : EPOCH 19 - PROGRESS: at 77.19% examples, 708939 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:12,010 : INFO : EPOCH 19 - PROGRESS: at 77.53% examples, 709010 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:13,017 : INFO : EPOCH 19 - PROGRESS: at 77.88% examples, 709094 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:54:14,026 : INFO : EPOCH 19 - PROGRESS: at 78.25% examples, 709133 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:54:15,030 : INFO : EPOCH 19 - PROGRESS: at 78.62% examples, 709290 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:16,035 : INFO : EPOCH 19 - PROGRESS: at 78.98% examples, 709355 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:17,044 : INFO : EPOCH 19 - PROGRESS: at 79.33% examples, 709426 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:18,055 : INFO : EPOCH 19 - PROGRESS: at 79.65% examples, 709405 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:19,057 : INFO : EPOCH 19 - PROGRESS: at 79.95% examples, 709174 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:20,065 : INFO : EPOCH 19 - PROGRESS: at 80.25% examples, 708873 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:21,083 : INFO : EPOCH 19 - PROGRESS: at 80.56% examples, 708542 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:54:22,089 : INFO : EPOCH 19 - PROGRESS: at 80.87% examples, 708165 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:54:23,107 : INFO : EPOCH 19 - PROGRESS: at 81.16% examples, 707670 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:24,119 : INFO : EPOCH 19 - PROGRESS: at 81.45% examples, 707125 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:25,127 : INFO : EPOCH 19 - PROGRESS: at 81.80% examples, 707108 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:26,134 : INFO : EPOCH 19 - PROGRESS: at 82.17% examples, 707189 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:54:27,137 : INFO : EPOCH 19 - PROGRESS: at 82.54% examples, 707329 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:28,147 : INFO : EPOCH 19 - PROGRESS: at 82.89% examples, 707414 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:29,161 : INFO : EPOCH 19 - PROGRESS: at 83.25% examples, 707547 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:30,166 : INFO : EPOCH 19 - PROGRESS: at 83.59% examples, 707630 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:31,174 : INFO : EPOCH 19 - PROGRESS: at 83.95% examples, 707723 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:32,174 : INFO : EPOCH 19 - PROGRESS: at 84.30% examples, 707792 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:33,178 : INFO : EPOCH 19 - PROGRESS: at 84.63% examples, 707869 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:34,180 : INFO : EPOCH 19 - PROGRESS: at 84.99% examples, 707952 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:54:35,181 : INFO : EPOCH 19 - PROGRESS: at 85.34% examples, 708084 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:36,185 : INFO : EPOCH 19 - PROGRESS: at 85.69% examples, 708167 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:54:37,189 : INFO : EPOCH 19 - PROGRESS: at 86.02% examples, 708318 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:38,199 : INFO : EPOCH 19 - PROGRESS: at 86.36% examples, 708449 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:39,208 : INFO : EPOCH 19 - PROGRESS: at 86.68% examples, 708565 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:40,218 : INFO : EPOCH 19 - PROGRESS: at 87.04% examples, 708664 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:41,233 : INFO : EPOCH 19 - PROGRESS: at 87.42% examples, 708682 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:42,245 : INFO : EPOCH 19 - PROGRESS: at 87.80% examples, 708752 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:43,245 : INFO : EPOCH 19 - PROGRESS: at 88.15% examples, 708883 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:44,248 : INFO : EPOCH 19 - PROGRESS: at 88.47% examples, 708890 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:45,249 : INFO : EPOCH 19 - PROGRESS: at 88.79% examples, 709022 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:46,258 : INFO : EPOCH 19 - PROGRESS: at 89.14% examples, 709114 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:47,273 : INFO : EPOCH 19 - PROGRESS: at 89.50% examples, 709170 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:48,277 : INFO : EPOCH 19 - PROGRESS: at 89.84% examples, 709327 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:49,293 : INFO : EPOCH 19 - PROGRESS: at 90.22% examples, 709358 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:50,298 : INFO : EPOCH 19 - PROGRESS: at 90.57% examples, 709474 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:51,299 : INFO : EPOCH 19 - PROGRESS: at 90.92% examples, 709553 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:52,304 : INFO : EPOCH 19 - PROGRESS: at 91.28% examples, 709588 words/s, in_qsize 8, out_qsize 1
2020-07-24 15:54:53,311 : INFO : EPOCH 19 - PROGRESS: at 91.62% examples, 709694 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:54:54,311 : INFO : EPOCH 19 - PROGRESS: at 91.96% examples, 709759 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:55,326 : INFO : EPOCH 19 - PROGRESS: at 92.32% examples, 709829 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:56,332 : INFO : EPOCH 19 - PROGRESS: at 92.66% examples, 709916 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:54:57,344 : INFO : EPOCH 19 - PROGRESS: at 93.01% examples, 710026 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:54:58,356 : INFO : EPOCH 19 - PROGRESS: at 93.36% examples, 710088 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:54:59,362 : INFO : EPOCH 19 - PROGRESS: at 93.71% examples, 710182 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:00,364 : INFO : EPOCH 19 - PROGRESS: at 94.05% examples, 710265 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:01,365 : INFO : EPOCH 19 - PROGRESS: at 94.39% examples, 710319 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:02,370 : INFO : EPOCH 19 - PROGRESS: at 94.74% examples, 710402 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:03,374 : INFO : EPOCH 19 - PROGRESS: at 95.12% examples, 710455 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:04,379 : INFO : EPOCH 19 - PROGRESS: at 95.46% examples, 710563 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:05,382 : INFO : EPOCH 19 - PROGRESS: at 95.80% examples, 710654 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:06,401 : INFO : EPOCH 19 - PROGRESS: at 96.14% examples, 710725 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:07,416 : INFO : EPOCH 19 - PROGRESS: at 96.51% examples, 710837 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:08,435 : INFO : EPOCH 19 - PROGRESS: at 96.90% examples, 710872 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:09,447 : INFO : EPOCH 19 - PROGRESS: at 97.24% examples, 710954 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:10,451 : INFO : EPOCH 19 - PROGRESS: at 97.61% examples, 711040 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:11,455 : INFO : EPOCH 19 - PROGRESS: at 97.97% examples, 711097 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:55:12,457 : INFO : EPOCH 19 - PROGRESS: at 98.31% examples, 711141 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:13,473 : INFO : EPOCH 19 - PROGRESS: at 98.69% examples, 711134 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:14,479 : INFO : EPOCH 19 - PROGRESS: at 99.04% examples, 711182 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:15,501 : INFO : EPOCH 19 - PROGRESS: at 99.40% examples, 711253 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:16,503 : INFO : EPOCH 19 - PROGRESS: at 99.75% examples, 711347 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:17,134 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 15:55:17,149 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 15:55:17,150 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 15:55:17,160 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 15:55:17,161 : INFO : EPOCH - 19 : training on 268191231 raw words (208348468 effective words) took 292.9s, 711399 effective words/s
2020-07-24 15:55:18,171 : INFO : EPOCH 20 - PROGRESS: at 0.36% examples, 709090 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:19,173 : INFO : EPOCH 20 - PROGRESS: at 0.71% examples, 720608 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:20,176 : INFO : EPOCH 20 - PROGRESS: at 1.06% examples, 718184 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:21,180 : INFO : EPOCH 20 - PROGRESS: at 1.43% examples, 717934 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:22,181 : INFO : EPOCH 20 - PROGRESS: at 1.78% examples, 723456 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:23,181 : INFO : EPOCH 20 - PROGRESS: at 2.12% examples, 725041 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:55:24,192 : INFO : EPOCH 20 - PROGRESS: at 2.46% examples, 726275 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:25,201 : INFO : EPOCH 20 - PROGRESS: at 2.83% examples, 725775 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:26,209 : INFO : EPOCH 20 - PROGRESS: at 3.18% examples, 725487 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:27,216 : INFO : EPOCH 20 - PROGRESS: at 3.50% examples, 726921 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:28,223 : INFO : EPOCH 20 - PROGRESS: at 3.86% examples, 726910 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:29,226 : INFO : EPOCH 20 - PROGRESS: at 4.21% examples, 726985 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:30,228 : INFO : EPOCH 20 - PROGRESS: at 4.57% examples, 726174 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:31,230 : INFO : EPOCH 20 - PROGRESS: at 4.92% examples, 725567 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:32,232 : INFO : EPOCH 20 - PROGRESS: at 5.30% examples, 725078 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:33,249 : INFO : EPOCH 20 - PROGRESS: at 5.66% examples, 724836 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:34,256 : INFO : EPOCH 20 - PROGRESS: at 6.00% examples, 725373 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:55:35,261 : INFO : EPOCH 20 - PROGRESS: at 6.32% examples, 726326 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:36,263 : INFO : EPOCH 20 - PROGRESS: at 6.66% examples, 726675 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:37,265 : INFO : EPOCH 20 - PROGRESS: at 7.02% examples, 726842 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:55:38,266 : INFO : EPOCH 20 - PROGRESS: at 7.38% examples, 727153 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:55:39,282 : INFO : EPOCH 20 - PROGRESS: at 7.73% examples, 726554 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:40,295 : INFO : EPOCH 20 - PROGRESS: at 8.10% examples, 726819 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:41,299 : INFO : EPOCH 20 - PROGRESS: at 8.43% examples, 726826 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:42,306 : INFO : EPOCH 20 - PROGRESS: at 8.77% examples, 727032 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:43,310 : INFO : EPOCH 20 - PROGRESS: at 9.12% examples, 725676 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:55:44,312 : INFO : EPOCH 20 - PROGRESS: at 9.40% examples, 723619 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:45,328 : INFO : EPOCH 20 - PROGRESS: at 9.72% examples, 721108 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:46,329 : INFO : EPOCH 20 - PROGRESS: at 10.06% examples, 719071 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:47,335 : INFO : EPOCH 20 - PROGRESS: at 10.38% examples, 717153 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:48,337 : INFO : EPOCH 20 - PROGRESS: at 10.70% examples, 715150 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:49,347 : INFO : EPOCH 20 - PROGRESS: at 11.03% examples, 713329 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:55:50,358 : INFO : EPOCH 20 - PROGRESS: at 11.35% examples, 712042 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:51,359 : INFO : EPOCH 20 - PROGRESS: at 11.67% examples, 710601 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:52,363 : INFO : EPOCH 20 - PROGRESS: at 11.99% examples, 708955 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:53,363 : INFO : EPOCH 20 - PROGRESS: at 12.31% examples, 707662 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:54,374 : INFO : EPOCH 20 - PROGRESS: at 12.64% examples, 706467 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:55:55,382 : INFO : EPOCH 20 - PROGRESS: at 12.96% examples, 704972 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:55:56,383 : INFO : EPOCH 20 - PROGRESS: at 13.26% examples, 703744 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:57,383 : INFO : EPOCH 20 - PROGRESS: at 13.58% examples, 702789 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:55:58,385 : INFO : EPOCH 20 - PROGRESS: at 13.90% examples, 701732 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:55:59,395 : INFO : EPOCH 20 - PROGRESS: at 14.24% examples, 700686 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:00,401 : INFO : EPOCH 20 - PROGRESS: at 14.55% examples, 699858 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:56:01,411 : INFO : EPOCH 20 - PROGRESS: at 14.87% examples, 698852 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:02,417 : INFO : EPOCH 20 - PROGRESS: at 15.18% examples, 698165 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:03,419 : INFO : EPOCH 20 - PROGRESS: at 15.50% examples, 697201 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:04,424 : INFO : EPOCH 20 - PROGRESS: at 15.83% examples, 696191 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:56:05,438 : INFO : EPOCH 20 - PROGRESS: at 16.16% examples, 695536 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:06,444 : INFO : EPOCH 20 - PROGRESS: at 16.49% examples, 694711 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:56:07,445 : INFO : EPOCH 20 - PROGRESS: at 16.82% examples, 694242 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:08,452 : INFO : EPOCH 20 - PROGRESS: at 17.15% examples, 693466 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:09,454 : INFO : EPOCH 20 - PROGRESS: at 17.48% examples, 692994 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:10,459 : INFO : EPOCH 20 - PROGRESS: at 17.80% examples, 692481 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:56:11,467 : INFO : EPOCH 20 - PROGRESS: at 18.12% examples, 691884 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:12,478 : INFO : EPOCH 20 - PROGRESS: at 18.41% examples, 691445 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:13,491 : INFO : EPOCH 20 - PROGRESS: at 18.72% examples, 690873 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:14,498 : INFO : EPOCH 20 - PROGRESS: at 19.02% examples, 690368 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:15,498 : INFO : EPOCH 20 - PROGRESS: at 19.33% examples, 690036 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:16,505 : INFO : EPOCH 20 - PROGRESS: at 19.65% examples, 689641 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:17,510 : INFO : EPOCH 20 - PROGRESS: at 19.97% examples, 689081 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:18,527 : INFO : EPOCH 20 - PROGRESS: at 20.30% examples, 688573 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:19,533 : INFO : EPOCH 20 - PROGRESS: at 20.62% examples, 688062 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:56:20,534 : INFO : EPOCH 20 - PROGRESS: at 20.96% examples, 687821 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:21,535 : INFO : EPOCH 20 - PROGRESS: at 21.26% examples, 687407 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:22,548 : INFO : EPOCH 20 - PROGRESS: at 21.58% examples, 686953 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:23,562 : INFO : EPOCH 20 - PROGRESS: at 21.88% examples, 686606 words/s, in_qsize 8, out_qsize 1
2020-07-24 15:56:24,579 : INFO : EPOCH 20 - PROGRESS: at 22.22% examples, 686167 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:56:25,593 : INFO : EPOCH 20 - PROGRESS: at 22.54% examples, 685854 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:26,603 : INFO : EPOCH 20 - PROGRESS: at 22.85% examples, 685626 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:27,613 : INFO : EPOCH 20 - PROGRESS: at 23.18% examples, 685259 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:28,614 : INFO : EPOCH 20 - PROGRESS: at 23.49% examples, 684851 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:29,630 : INFO : EPOCH 20 - PROGRESS: at 23.82% examples, 684519 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:30,631 : INFO : EPOCH 20 - PROGRESS: at 24.15% examples, 684215 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:31,639 : INFO : EPOCH 20 - PROGRESS: at 24.47% examples, 683716 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:56:32,653 : INFO : EPOCH 20 - PROGRESS: at 24.81% examples, 683277 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:56:33,655 : INFO : EPOCH 20 - PROGRESS: at 25.11% examples, 683012 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:34,659 : INFO : EPOCH 20 - PROGRESS: at 25.45% examples, 682667 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:35,660 : INFO : EPOCH 20 - PROGRESS: at 25.78% examples, 682386 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:36,667 : INFO : EPOCH 20 - PROGRESS: at 26.08% examples, 682257 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:37,667 : INFO : EPOCH 20 - PROGRESS: at 26.37% examples, 681742 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:38,683 : INFO : EPOCH 20 - PROGRESS: at 26.69% examples, 681472 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:39,683 : INFO : EPOCH 20 - PROGRESS: at 27.01% examples, 681261 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:40,694 : INFO : EPOCH 20 - PROGRESS: at 27.33% examples, 680994 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:41,704 : INFO : EPOCH 20 - PROGRESS: at 27.66% examples, 680686 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:42,713 : INFO : EPOCH 20 - PROGRESS: at 27.98% examples, 680337 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:43,735 : INFO : EPOCH 20 - PROGRESS: at 28.30% examples, 680249 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:44,735 : INFO : EPOCH 20 - PROGRESS: at 28.63% examples, 680042 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:45,761 : INFO : EPOCH 20 - PROGRESS: at 28.95% examples, 679756 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:46,768 : INFO : EPOCH 20 - PROGRESS: at 29.27% examples, 679609 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:56:47,792 : INFO : EPOCH 20 - PROGRESS: at 29.60% examples, 679366 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:48,809 : INFO : EPOCH 20 - PROGRESS: at 29.94% examples, 679149 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:49,819 : INFO : EPOCH 20 - PROGRESS: at 30.27% examples, 678884 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:50,828 : INFO : EPOCH 20 - PROGRESS: at 30.60% examples, 678576 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:51,836 : INFO : EPOCH 20 - PROGRESS: at 30.92% examples, 678381 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:52,837 : INFO : EPOCH 20 - PROGRESS: at 31.23% examples, 678265 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:56:53,864 : INFO : EPOCH 20 - PROGRESS: at 31.58% examples, 678044 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:54,869 : INFO : EPOCH 20 - PROGRESS: at 31.90% examples, 677917 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:55,887 : INFO : EPOCH 20 - PROGRESS: at 32.20% examples, 677694 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:56,887 : INFO : EPOCH 20 - PROGRESS: at 32.53% examples, 677491 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:57,897 : INFO : EPOCH 20 - PROGRESS: at 32.86% examples, 677271 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:58,916 : INFO : EPOCH 20 - PROGRESS: at 33.20% examples, 676960 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:56:59,921 : INFO : EPOCH 20 - PROGRESS: at 33.49% examples, 676517 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:00,930 : INFO : EPOCH 20 - PROGRESS: at 33.81% examples, 676018 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:01,933 : INFO : EPOCH 20 - PROGRESS: at 34.12% examples, 675450 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:02,945 : INFO : EPOCH 20 - PROGRESS: at 34.44% examples, 674894 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:03,950 : INFO : EPOCH 20 - PROGRESS: at 34.70% examples, 673943 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:57:04,950 : INFO : EPOCH 20 - PROGRESS: at 35.01% examples, 673972 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:05,968 : INFO : EPOCH 20 - PROGRESS: at 35.36% examples, 674307 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:06,972 : INFO : EPOCH 20 - PROGRESS: at 35.73% examples, 674807 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:07,981 : INFO : EPOCH 20 - PROGRESS: at 36.08% examples, 675317 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:08,987 : INFO : EPOCH 20 - PROGRESS: at 36.42% examples, 675864 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:09,992 : INFO : EPOCH 20 - PROGRESS: at 36.76% examples, 676281 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:11,000 : INFO : EPOCH 20 - PROGRESS: at 37.14% examples, 676714 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:12,002 : INFO : EPOCH 20 - PROGRESS: at 37.50% examples, 677198 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:13,012 : INFO : EPOCH 20 - PROGRESS: at 37.85% examples, 677625 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:14,018 : INFO : EPOCH 20 - PROGRESS: at 38.21% examples, 678026 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:15,031 : INFO : EPOCH 20 - PROGRESS: at 38.57% examples, 678521 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:16,033 : INFO : EPOCH 20 - PROGRESS: at 38.91% examples, 678954 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:57:17,039 : INFO : EPOCH 20 - PROGRESS: at 39.25% examples, 679323 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:18,044 : INFO : EPOCH 20 - PROGRESS: at 39.60% examples, 679656 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:19,052 : INFO : EPOCH 20 - PROGRESS: at 39.95% examples, 680015 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:20,065 : INFO : EPOCH 20 - PROGRESS: at 40.32% examples, 680371 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:21,069 : INFO : EPOCH 20 - PROGRESS: at 40.68% examples, 680796 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:22,086 : INFO : EPOCH 20 - PROGRESS: at 41.00% examples, 681153 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:23,092 : INFO : EPOCH 20 - PROGRESS: at 41.31% examples, 681530 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:24,104 : INFO : EPOCH 20 - PROGRESS: at 41.67% examples, 681870 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:25,106 : INFO : EPOCH 20 - PROGRESS: at 42.00% examples, 682325 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:26,106 : INFO : EPOCH 20 - PROGRESS: at 42.35% examples, 682736 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:27,109 : INFO : EPOCH 20 - PROGRESS: at 42.71% examples, 682903 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:28,109 : INFO : EPOCH 20 - PROGRESS: at 43.07% examples, 683222 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:29,112 : INFO : EPOCH 20 - PROGRESS: at 43.41% examples, 683560 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:30,114 : INFO : EPOCH 20 - PROGRESS: at 43.78% examples, 683972 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:31,120 : INFO : EPOCH 20 - PROGRESS: at 44.16% examples, 684248 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:32,131 : INFO : EPOCH 20 - PROGRESS: at 44.54% examples, 684473 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:57:33,145 : INFO : EPOCH 20 - PROGRESS: at 44.93% examples, 684817 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:57:34,152 : INFO : EPOCH 20 - PROGRESS: at 45.28% examples, 685089 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:35,155 : INFO : EPOCH 20 - PROGRESS: at 45.65% examples, 685351 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:36,167 : INFO : EPOCH 20 - PROGRESS: at 46.01% examples, 685679 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:37,167 : INFO : EPOCH 20 - PROGRESS: at 46.35% examples, 685954 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:38,177 : INFO : EPOCH 20 - PROGRESS: at 46.70% examples, 686165 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:39,179 : INFO : EPOCH 20 - PROGRESS: at 47.07% examples, 686491 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:40,187 : INFO : EPOCH 20 - PROGRESS: at 47.39% examples, 686868 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:41,187 : INFO : EPOCH 20 - PROGRESS: at 47.75% examples, 687208 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:42,197 : INFO : EPOCH 20 - PROGRESS: at 48.11% examples, 687387 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:43,201 : INFO : EPOCH 20 - PROGRESS: at 48.46% examples, 687633 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:44,210 : INFO : EPOCH 20 - PROGRESS: at 48.79% examples, 687972 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:57:45,213 : INFO : EPOCH 20 - PROGRESS: at 49.13% examples, 688245 words/s, in_qsize 7, out_qsize 1
2020-07-24 15:57:46,217 : INFO : EPOCH 20 - PROGRESS: at 49.51% examples, 688558 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:47,233 : INFO : EPOCH 20 - PROGRESS: at 49.84% examples, 688836 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:48,244 : INFO : EPOCH 20 - PROGRESS: at 50.22% examples, 689073 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:49,251 : INFO : EPOCH 20 - PROGRESS: at 50.55% examples, 689349 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:50,251 : INFO : EPOCH 20 - PROGRESS: at 50.91% examples, 689653 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:51,261 : INFO : EPOCH 20 - PROGRESS: at 51.25% examples, 689901 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:52,267 : INFO : EPOCH 20 - PROGRESS: at 51.59% examples, 690166 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:53,278 : INFO : EPOCH 20 - PROGRESS: at 51.93% examples, 690435 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:54,282 : INFO : EPOCH 20 - PROGRESS: at 52.31% examples, 690684 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:55,296 : INFO : EPOCH 20 - PROGRESS: at 52.67% examples, 690838 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:56,302 : INFO : EPOCH 20 - PROGRESS: at 53.05% examples, 691059 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:57,316 : INFO : EPOCH 20 - PROGRESS: at 53.40% examples, 691276 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:58,324 : INFO : EPOCH 20 - PROGRESS: at 53.76% examples, 691519 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:57:59,326 : INFO : EPOCH 20 - PROGRESS: at 54.08% examples, 691696 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:00,335 : INFO : EPOCH 20 - PROGRESS: at 54.41% examples, 691880 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:01,346 : INFO : EPOCH 20 - PROGRESS: at 54.76% examples, 692119 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:02,352 : INFO : EPOCH 20 - PROGRESS: at 55.09% examples, 692325 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:03,367 : INFO : EPOCH 20 - PROGRESS: at 55.42% examples, 692580 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:04,378 : INFO : EPOCH 20 - PROGRESS: at 55.80% examples, 692778 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:05,383 : INFO : EPOCH 20 - PROGRESS: at 56.17% examples, 692994 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:06,388 : INFO : EPOCH 20 - PROGRESS: at 56.50% examples, 693191 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:07,402 : INFO : EPOCH 20 - PROGRESS: at 56.85% examples, 693455 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:08,404 : INFO : EPOCH 20 - PROGRESS: at 57.21% examples, 693698 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:09,423 : INFO : EPOCH 20 - PROGRESS: at 57.57% examples, 693891 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:10,427 : INFO : EPOCH 20 - PROGRESS: at 57.92% examples, 694080 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:11,431 : INFO : EPOCH 20 - PROGRESS: at 58.28% examples, 694311 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:12,440 : INFO : EPOCH 20 - PROGRESS: at 58.61% examples, 694512 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:13,445 : INFO : EPOCH 20 - PROGRESS: at 58.96% examples, 694770 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:14,446 : INFO : EPOCH 20 - PROGRESS: at 59.31% examples, 694957 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:58:15,448 : INFO : EPOCH 20 - PROGRESS: at 59.67% examples, 695114 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:16,461 : INFO : EPOCH 20 - PROGRESS: at 60.01% examples, 695364 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:17,478 : INFO : EPOCH 20 - PROGRESS: at 60.35% examples, 695544 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:18,490 : INFO : EPOCH 20 - PROGRESS: at 60.72% examples, 695720 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:19,493 : INFO : EPOCH 20 - PROGRESS: at 61.09% examples, 695878 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:20,500 : INFO : EPOCH 20 - PROGRESS: at 61.44% examples, 696029 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:21,502 : INFO : EPOCH 20 - PROGRESS: at 61.77% examples, 696227 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:22,516 : INFO : EPOCH 20 - PROGRESS: at 62.12% examples, 696387 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:23,535 : INFO : EPOCH 20 - PROGRESS: at 62.47% examples, 696533 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:24,547 : INFO : EPOCH 20 - PROGRESS: at 62.82% examples, 696750 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:25,568 : INFO : EPOCH 20 - PROGRESS: at 63.17% examples, 696831 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:26,569 : INFO : EPOCH 20 - PROGRESS: at 63.54% examples, 697011 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:27,576 : INFO : EPOCH 20 - PROGRESS: at 63.89% examples, 697156 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:28,579 : INFO : EPOCH 20 - PROGRESS: at 64.23% examples, 697312 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:29,586 : INFO : EPOCH 20 - PROGRESS: at 64.57% examples, 697425 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:30,589 : INFO : EPOCH 20 - PROGRESS: at 64.92% examples, 697620 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:31,601 : INFO : EPOCH 20 - PROGRESS: at 65.26% examples, 697734 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:32,614 : INFO : EPOCH 20 - PROGRESS: at 65.61% examples, 697902 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:33,621 : INFO : EPOCH 20 - PROGRESS: at 65.95% examples, 698088 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:34,633 : INFO : EPOCH 20 - PROGRESS: at 66.32% examples, 698272 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:35,654 : INFO : EPOCH 20 - PROGRESS: at 66.68% examples, 698459 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:36,655 : INFO : EPOCH 20 - PROGRESS: at 67.04% examples, 698679 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:37,665 : INFO : EPOCH 20 - PROGRESS: at 67.37% examples, 698828 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:38,669 : INFO : EPOCH 20 - PROGRESS: at 67.70% examples, 698990 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:39,677 : INFO : EPOCH 20 - PROGRESS: at 68.05% examples, 699176 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:40,689 : INFO : EPOCH 20 - PROGRESS: at 68.42% examples, 699325 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:41,696 : INFO : EPOCH 20 - PROGRESS: at 68.76% examples, 699467 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:58:42,720 : INFO : EPOCH 20 - PROGRESS: at 69.11% examples, 699632 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:43,726 : INFO : EPOCH 20 - PROGRESS: at 69.49% examples, 699786 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:44,748 : INFO : EPOCH 20 - PROGRESS: at 69.86% examples, 699940 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:45,751 : INFO : EPOCH 20 - PROGRESS: at 70.21% examples, 700104 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:46,759 : INFO : EPOCH 20 - PROGRESS: at 70.57% examples, 700264 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:47,765 : INFO : EPOCH 20 - PROGRESS: at 70.92% examples, 700350 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:58:48,773 : INFO : EPOCH 20 - PROGRESS: at 71.28% examples, 700476 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:49,789 : INFO : EPOCH 20 - PROGRESS: at 71.62% examples, 700617 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:50,798 : INFO : EPOCH 20 - PROGRESS: at 71.98% examples, 700809 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:51,799 : INFO : EPOCH 20 - PROGRESS: at 72.31% examples, 700961 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:52,800 : INFO : EPOCH 20 - PROGRESS: at 72.66% examples, 701097 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:53,807 : INFO : EPOCH 20 - PROGRESS: at 73.00% examples, 701248 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:58:54,809 : INFO : EPOCH 20 - PROGRESS: at 73.36% examples, 701407 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:58:55,812 : INFO : EPOCH 20 - PROGRESS: at 73.74% examples, 701534 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:56,816 : INFO : EPOCH 20 - PROGRESS: at 74.11% examples, 701564 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:57,819 : INFO : EPOCH 20 - PROGRESS: at 74.44% examples, 701716 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:58,826 : INFO : EPOCH 20 - PROGRESS: at 74.79% examples, 701796 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:58:59,841 : INFO : EPOCH 20 - PROGRESS: at 75.16% examples, 701918 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:00,843 : INFO : EPOCH 20 - PROGRESS: at 75.50% examples, 702077 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:01,854 : INFO : EPOCH 20 - PROGRESS: at 75.82% examples, 702188 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:02,868 : INFO : EPOCH 20 - PROGRESS: at 76.18% examples, 702286 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:03,880 : INFO : EPOCH 20 - PROGRESS: at 76.51% examples, 702401 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:04,885 : INFO : EPOCH 20 - PROGRESS: at 76.85% examples, 702509 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:05,890 : INFO : EPOCH 20 - PROGRESS: at 77.19% examples, 702620 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:06,891 : INFO : EPOCH 20 - PROGRESS: at 77.52% examples, 702710 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:07,897 : INFO : EPOCH 20 - PROGRESS: at 77.87% examples, 702852 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:08,908 : INFO : EPOCH 20 - PROGRESS: at 78.25% examples, 702961 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:09,925 : INFO : EPOCH 20 - PROGRESS: at 78.60% examples, 703031 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:59:10,941 : INFO : EPOCH 20 - PROGRESS: at 78.98% examples, 703095 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:11,945 : INFO : EPOCH 20 - PROGRESS: at 79.32% examples, 703201 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:12,947 : INFO : EPOCH 20 - PROGRESS: at 79.65% examples, 703265 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:13,972 : INFO : EPOCH 20 - PROGRESS: at 79.95% examples, 703062 words/s, in_qsize 6, out_qsize 1
2020-07-24 15:59:14,995 : INFO : EPOCH 20 - PROGRESS: at 80.27% examples, 702901 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:15,997 : INFO : EPOCH 20 - PROGRESS: at 80.60% examples, 702772 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:17,000 : INFO : EPOCH 20 - PROGRESS: at 80.92% examples, 702608 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:59:18,009 : INFO : EPOCH 20 - PROGRESS: at 81.24% examples, 702414 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:19,018 : INFO : EPOCH 20 - PROGRESS: at 81.57% examples, 702232 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:20,031 : INFO : EPOCH 20 - PROGRESS: at 81.92% examples, 702023 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:21,032 : INFO : EPOCH 20 - PROGRESS: at 82.23% examples, 701882 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:22,038 : INFO : EPOCH 20 - PROGRESS: at 82.56% examples, 701682 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:23,041 : INFO : EPOCH 20 - PROGRESS: at 82.89% examples, 701540 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:24,052 : INFO : EPOCH 20 - PROGRESS: at 83.21% examples, 701375 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:25,060 : INFO : EPOCH 20 - PROGRESS: at 83.51% examples, 701205 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:26,068 : INFO : EPOCH 20 - PROGRESS: at 83.84% examples, 701052 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:27,072 : INFO : EPOCH 20 - PROGRESS: at 84.15% examples, 700847 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:28,078 : INFO : EPOCH 20 - PROGRESS: at 84.46% examples, 700689 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:29,078 : INFO : EPOCH 20 - PROGRESS: at 84.77% examples, 700532 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:30,093 : INFO : EPOCH 20 - PROGRESS: at 85.10% examples, 700347 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:31,103 : INFO : EPOCH 20 - PROGRESS: at 85.41% examples, 700224 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:32,112 : INFO : EPOCH 20 - PROGRESS: at 85.73% examples, 700043 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:33,127 : INFO : EPOCH 20 - PROGRESS: at 86.03% examples, 699902 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:34,134 : INFO : EPOCH 20 - PROGRESS: at 86.33% examples, 699818 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:35,140 : INFO : EPOCH 20 - PROGRESS: at 86.64% examples, 699660 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:36,143 : INFO : EPOCH 20 - PROGRESS: at 86.94% examples, 699537 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:37,148 : INFO : EPOCH 20 - PROGRESS: at 87.28% examples, 699356 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:38,171 : INFO : EPOCH 20 - PROGRESS: at 87.64% examples, 699182 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:39,180 : INFO : EPOCH 20 - PROGRESS: at 87.94% examples, 698985 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:40,196 : INFO : EPOCH 20 - PROGRESS: at 88.24% examples, 698703 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:41,211 : INFO : EPOCH 20 - PROGRESS: at 88.52% examples, 698458 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:42,217 : INFO : EPOCH 20 - PROGRESS: at 88.81% examples, 698241 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:43,228 : INFO : EPOCH 20 - PROGRESS: at 89.09% examples, 697838 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:44,233 : INFO : EPOCH 20 - PROGRESS: at 89.37% examples, 697429 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:45,234 : INFO : EPOCH 20 - PROGRESS: at 89.70% examples, 697473 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:46,239 : INFO : EPOCH 20 - PROGRESS: at 90.05% examples, 697547 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:47,243 : INFO : EPOCH 20 - PROGRESS: at 90.42% examples, 697649 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:48,246 : INFO : EPOCH 20 - PROGRESS: at 90.77% examples, 697809 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:49,257 : INFO : EPOCH 20 - PROGRESS: at 91.14% examples, 697889 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:59:50,257 : INFO : EPOCH 20 - PROGRESS: at 91.48% examples, 698018 words/s, in_qsize 8, out_qsize 0
2020-07-24 15:59:51,261 : INFO : EPOCH 20 - PROGRESS: at 91.81% examples, 698102 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:52,261 : INFO : EPOCH 20 - PROGRESS: at 92.15% examples, 698175 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:53,268 : INFO : EPOCH 20 - PROGRESS: at 92.50% examples, 698321 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:54,281 : INFO : EPOCH 20 - PROGRESS: at 92.87% examples, 698414 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:55,306 : INFO : EPOCH 20 - PROGRESS: at 93.21% examples, 698529 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:56,314 : INFO : EPOCH 20 - PROGRESS: at 93.56% examples, 698649 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:57,325 : INFO : EPOCH 20 - PROGRESS: at 93.90% examples, 698754 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:58,333 : INFO : EPOCH 20 - PROGRESS: at 94.23% examples, 698878 words/s, in_qsize 7, out_qsize 0
2020-07-24 15:59:59,336 : INFO : EPOCH 20 - PROGRESS: at 94.58% examples, 698995 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:00,345 : INFO : EPOCH 20 - PROGRESS: at 94.97% examples, 699054 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:00:01,355 : INFO : EPOCH 20 - PROGRESS: at 95.32% examples, 699179 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:02,356 : INFO : EPOCH 20 - PROGRESS: at 95.66% examples, 699295 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:03,378 : INFO : EPOCH 20 - PROGRESS: at 95.98% examples, 699412 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:04,385 : INFO : EPOCH 20 - PROGRESS: at 96.33% examples, 699515 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:05,386 : INFO : EPOCH 20 - PROGRESS: at 96.72% examples, 699626 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:06,407 : INFO : EPOCH 20 - PROGRESS: at 97.08% examples, 699698 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:07,411 : INFO : EPOCH 20 - PROGRESS: at 97.44% examples, 699784 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:08,424 : INFO : EPOCH 20 - PROGRESS: at 97.80% examples, 699872 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:09,434 : INFO : EPOCH 20 - PROGRESS: at 98.16% examples, 699970 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:10,435 : INFO : EPOCH 20 - PROGRESS: at 98.50% examples, 700059 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:11,450 : INFO : EPOCH 20 - PROGRESS: at 98.89% examples, 700086 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:12,474 : INFO : EPOCH 20 - PROGRESS: at 99.23% examples, 700208 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:13,487 : INFO : EPOCH 20 - PROGRESS: at 99.60% examples, 700289 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:14,491 : INFO : EPOCH 20 - PROGRESS: at 99.95% examples, 700395 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:00:14,603 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 16:00:14,611 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 16:00:14,623 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 16:00:14,634 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 16:00:14,634 : INFO : EPOCH - 20 : training on 268191231 raw words (208349944 effective words) took 297.5s, 700408 effective words/s
2020-07-24 16:00:14,635 : INFO : training on a 5363824620 raw words (4166900862 effective words) took 5845.2s, 712879 effective words/s
2020-07-24 16:00:14,636 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[11]-1595606414.63629].model, separately None
2020-07-24 16:00:14,637 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[11]-1595606414.63629].model.trainables.syn1neg.npy
2020-07-24 16:00:15,231 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[11]-1595606414.63629].model.wv.vectors.npy
2020-07-24 16:00:15,816 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[11]-1595606414.63629].model.docvecs.vectors_docs.npy
2020-07-24 16:00:17,639 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[11]-1595606414.63629].model
2020-07-24 16:00:17,640 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[11]-1595606414.63629].model
2020-07-24 16:22:30,124 : INFO : collecting all words and their counts
2020-07-24 16:22:30,155 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-24 16:22:31,620 : INFO : PROGRESS: at example #10000, processed 6833226 words (4667190/s), 33543 word types, 454451 tags
2020-07-24 16:22:33,110 : INFO : PROGRESS: at example #20000, processed 13712666 words (4619130/s), 36531 word types, 454451 tags
2020-07-24 16:22:34,602 : INFO : PROGRESS: at example #30000, processed 20521239 words (4568887/s), 38301 word types, 454451 tags
2020-07-24 16:22:36,086 : INFO : PROGRESS: at example #40000, processed 27303126 words (4571329/s), 40146 word types, 454451 tags
2020-07-24 16:22:37,589 : INFO : PROGRESS: at example #50000, processed 34154470 words (4561075/s), 41668 word types, 454451 tags
2020-07-24 16:22:39,041 : INFO : PROGRESS: at example #60000, processed 40777684 words (4564882/s), 43484 word types, 454451 tags
2020-07-24 16:22:40,509 : INFO : PROGRESS: at example #70000, processed 47477212 words (4568680/s), 44812 word types, 454451 tags
2020-07-24 16:22:41,957 : INFO : PROGRESS: at example #80000, processed 54085246 words (4566677/s), 46036 word types, 454451 tags
2020-07-24 16:22:43,468 : INFO : PROGRESS: at example #90000, processed 60987519 words (4571179/s), 48151 word types, 454451 tags
2020-07-24 16:22:44,946 : INFO : PROGRESS: at example #100000, processed 67752580 words (4580512/s), 50514 word types, 454451 tags
2020-07-24 16:22:46,419 : INFO : PROGRESS: at example #110000, processed 74446214 words (4547497/s), 52057 word types, 454451 tags
2020-07-24 16:22:47,870 : INFO : PROGRESS: at example #120000, processed 81041337 words (4547027/s), 53138 word types, 454451 tags
2020-07-24 16:22:49,303 : INFO : PROGRESS: at example #130000, processed 87516737 words (4523294/s), 54725 word types, 454451 tags
2020-07-24 16:22:50,746 : INFO : PROGRESS: at example #140000, processed 94043593 words (4524606/s), 56366 word types, 454451 tags
2020-07-24 16:22:52,182 : INFO : PROGRESS: at example #150000, processed 100526605 words (4516685/s), 57552 word types, 454451 tags
2020-07-24 16:22:53,659 : INFO : PROGRESS: at example #160000, processed 107197580 words (4520913/s), 58787 word types, 454451 tags
2020-07-24 16:22:55,125 : INFO : PROGRESS: at example #170000, processed 113823795 words (4522611/s), 61305 word types, 454451 tags
2020-07-24 16:22:56,577 : INFO : PROGRESS: at example #180000, processed 120359177 words (4505031/s), 62439 word types, 454451 tags
2020-07-24 16:22:58,037 : INFO : PROGRESS: at example #190000, processed 126951064 words (4518929/s), 64522 word types, 454451 tags
2020-07-24 16:22:59,506 : INFO : PROGRESS: at example #200000, processed 133590894 words (4521876/s), 65649 word types, 454451 tags
2020-07-24 16:23:01,006 : INFO : PROGRESS: at example #210000, processed 140358103 words (4514292/s), 67835 word types, 454451 tags
2020-07-24 16:23:02,481 : INFO : PROGRESS: at example #220000, processed 147004741 words (4509962/s), 69460 word types, 454451 tags
2020-07-24 16:23:03,968 : INFO : PROGRESS: at example #230000, processed 153712337 words (4513138/s), 71331 word types, 454451 tags
2020-07-24 16:23:05,394 : INFO : PROGRESS: at example #240000, processed 160123180 words (4500189/s), 72708 word types, 454451 tags
2020-07-24 16:23:06,876 : INFO : PROGRESS: at example #250000, processed 166800700 words (4506092/s), 73937 word types, 454451 tags
2020-07-24 16:23:08,347 : INFO : PROGRESS: at example #260000, processed 173439262 words (4515963/s), 76301 word types, 454451 tags
2020-07-24 16:23:09,800 : INFO : PROGRESS: at example #270000, processed 180001983 words (4521146/s), 77518 word types, 454451 tags
2020-07-24 16:23:11,243 : INFO : PROGRESS: at example #280000, processed 186523298 words (4522422/s), 78765 word types, 454451 tags
2020-07-24 16:23:12,721 : INFO : PROGRESS: at example #290000, processed 193169200 words (4499509/s), 80004 word types, 454451 tags
2020-07-24 16:23:14,218 : INFO : PROGRESS: at example #300000, processed 199900400 words (4500127/s), 81558 word types, 454451 tags
2020-07-24 16:23:15,724 : INFO : PROGRESS: at example #310000, processed 206704873 words (4520631/s), 83907 word types, 454451 tags
2020-07-24 16:23:17,172 : INFO : PROGRESS: at example #320000, processed 213215999 words (4499304/s), 85049 word types, 454451 tags
2020-07-24 16:23:18,666 : INFO : PROGRESS: at example #330000, processed 219918664 words (4491071/s), 86611 word types, 454451 tags
2020-07-24 16:23:20,125 : INFO : PROGRESS: at example #340000, processed 226443289 words (4475375/s), 87650 word types, 454451 tags
2020-07-24 16:23:21,630 : INFO : PROGRESS: at example #350000, processed 233186189 words (4480584/s), 89037 word types, 454451 tags
2020-07-24 16:23:23,182 : INFO : PROGRESS: at example #360000, processed 240132974 words (4478943/s), 90389 word types, 454451 tags
2020-07-24 16:23:24,725 : INFO : PROGRESS: at example #370000, processed 247048288 words (4485322/s), 91566 word types, 454451 tags
2020-07-24 16:23:26,250 : INFO : PROGRESS: at example #380000, processed 253869328 words (4476327/s), 93247 word types, 454451 tags
2020-07-24 16:23:27,718 : INFO : PROGRESS: at example #390000, processed 260417441 words (4464653/s), 94872 word types, 454451 tags
2020-07-24 16:23:29,153 : INFO : collected 95917 word types and 454451 unique tags from a corpus of 400000 examples and 266822167 words
2020-07-24 16:23:29,154 : INFO : Updating model with new vocabulary
2020-07-24 16:23:29,311 : INFO : New added 95917 unique words (50% of original 191834) and increased the count of 95917 pre-existing words (50% of original 191834)
2020-07-24 16:23:29,933 : INFO : deleting the raw counts dictionary of 95917 items
2020-07-24 16:23:29,937 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-24 16:23:29,938 : INFO : downsampling leaves estimated 422066494 word corpus (158.2% of prior 266822167)
2020-07-24 16:23:31,000 : INFO : estimated required memory for 191834 words and 500 dimensions: 1772155000 bytes
2020-07-24 16:23:31,001 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-24 16:23:38,816 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-24 16:23:38,817 : INFO : training model with 4 workers on 619700 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-24 16:23:39,831 : INFO : EPOCH 1 - PROGRESS: at 0.30% examples, 681474 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:23:40,838 : INFO : EPOCH 1 - PROGRESS: at 0.64% examples, 682705 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:23:41,854 : INFO : EPOCH 1 - PROGRESS: at 0.96% examples, 685242 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:23:42,870 : INFO : EPOCH 1 - PROGRESS: at 1.31% examples, 684977 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:23:43,880 : INFO : EPOCH 1 - PROGRESS: at 1.60% examples, 671676 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:23:44,897 : INFO : EPOCH 1 - PROGRESS: at 1.90% examples, 660681 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:23:45,906 : INFO : EPOCH 1 - PROGRESS: at 2.25% examples, 669366 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:23:46,913 : INFO : EPOCH 1 - PROGRESS: at 2.58% examples, 677082 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:23:47,913 : INFO : EPOCH 1 - PROGRESS: at 2.91% examples, 681238 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:23:48,933 : INFO : EPOCH 1 - PROGRESS: at 3.25% examples, 686201 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:23:49,943 : INFO : EPOCH 1 - PROGRESS: at 3.58% examples, 690230 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:23:50,944 : INFO : EPOCH 1 - PROGRESS: at 3.93% examples, 692568 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:23:51,944 : INFO : EPOCH 1 - PROGRESS: at 4.29% examples, 695524 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:23:52,946 : INFO : EPOCH 1 - PROGRESS: at 4.61% examples, 697033 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:23:53,950 : INFO : EPOCH 1 - PROGRESS: at 4.97% examples, 698649 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:23:54,964 : INFO : EPOCH 1 - PROGRESS: at 5.32% examples, 700010 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:23:55,972 : INFO : EPOCH 1 - PROGRESS: at 5.66% examples, 701228 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:23:56,978 : INFO : EPOCH 1 - PROGRESS: at 5.99% examples, 702401 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:23:57,984 : INFO : EPOCH 1 - PROGRESS: at 6.34% examples, 703602 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:23:58,999 : INFO : EPOCH 1 - PROGRESS: at 6.71% examples, 704300 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:00,014 : INFO : EPOCH 1 - PROGRESS: at 7.05% examples, 705294 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:01,029 : INFO : EPOCH 1 - PROGRESS: at 7.37% examples, 705898 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:02,031 : INFO : EPOCH 1 - PROGRESS: at 7.70% examples, 706613 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:03,035 : INFO : EPOCH 1 - PROGRESS: at 8.02% examples, 707127 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:24:04,053 : INFO : EPOCH 1 - PROGRESS: at 8.38% examples, 707763 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:05,058 : INFO : EPOCH 1 - PROGRESS: at 8.73% examples, 708626 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:06,058 : INFO : EPOCH 1 - PROGRESS: at 9.10% examples, 708990 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:07,060 : INFO : EPOCH 1 - PROGRESS: at 9.43% examples, 709942 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:08,068 : INFO : EPOCH 1 - PROGRESS: at 9.77% examples, 710435 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:24:09,086 : INFO : EPOCH 1 - PROGRESS: at 10.11% examples, 710721 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:10,113 : INFO : EPOCH 1 - PROGRESS: at 10.45% examples, 711077 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:24:11,115 : INFO : EPOCH 1 - PROGRESS: at 10.78% examples, 711334 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:12,119 : INFO : EPOCH 1 - PROGRESS: at 11.13% examples, 711913 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:13,131 : INFO : EPOCH 1 - PROGRESS: at 11.48% examples, 711885 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:14,131 : INFO : EPOCH 1 - PROGRESS: at 11.84% examples, 712104 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:15,138 : INFO : EPOCH 1 - PROGRESS: at 12.16% examples, 712310 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:16,147 : INFO : EPOCH 1 - PROGRESS: at 12.53% examples, 712705 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:17,160 : INFO : EPOCH 1 - PROGRESS: at 12.90% examples, 712928 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:18,166 : INFO : EPOCH 1 - PROGRESS: at 13.25% examples, 713143 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:19,173 : INFO : EPOCH 1 - PROGRESS: at 13.61% examples, 713499 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:20,181 : INFO : EPOCH 1 - PROGRESS: at 13.97% examples, 713670 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:21,186 : INFO : EPOCH 1 - PROGRESS: at 14.31% examples, 714073 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:22,191 : INFO : EPOCH 1 - PROGRESS: at 14.67% examples, 714332 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:23,198 : INFO : EPOCH 1 - PROGRESS: at 15.04% examples, 714416 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:24,219 : INFO : EPOCH 1 - PROGRESS: at 15.39% examples, 714698 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:25,236 : INFO : EPOCH 1 - PROGRESS: at 15.74% examples, 714819 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:26,239 : INFO : EPOCH 1 - PROGRESS: at 16.07% examples, 715026 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:27,250 : INFO : EPOCH 1 - PROGRESS: at 16.43% examples, 715289 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:28,261 : INFO : EPOCH 1 - PROGRESS: at 16.78% examples, 714378 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:29,264 : INFO : EPOCH 1 - PROGRESS: at 17.11% examples, 713134 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:30,287 : INFO : EPOCH 1 - PROGRESS: at 17.43% examples, 711934 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:24:31,303 : INFO : EPOCH 1 - PROGRESS: at 17.75% examples, 710913 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:32,322 : INFO : EPOCH 1 - PROGRESS: at 18.05% examples, 709932 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:33,324 : INFO : EPOCH 1 - PROGRESS: at 18.38% examples, 708938 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:34,326 : INFO : EPOCH 1 - PROGRESS: at 18.69% examples, 707992 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:35,337 : INFO : EPOCH 1 - PROGRESS: at 19.01% examples, 706787 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:36,341 : INFO : EPOCH 1 - PROGRESS: at 19.37% examples, 706032 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:37,350 : INFO : EPOCH 1 - PROGRESS: at 19.71% examples, 705108 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:38,353 : INFO : EPOCH 1 - PROGRESS: at 20.01% examples, 704348 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:39,361 : INFO : EPOCH 1 - PROGRESS: at 20.34% examples, 703536 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:40,369 : INFO : EPOCH 1 - PROGRESS: at 20.67% examples, 702710 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:41,373 : INFO : EPOCH 1 - PROGRESS: at 20.99% examples, 701916 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:42,375 : INFO : EPOCH 1 - PROGRESS: at 21.27% examples, 701290 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:24:43,385 : INFO : EPOCH 1 - PROGRESS: at 21.59% examples, 700545 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:44,387 : INFO : EPOCH 1 - PROGRESS: at 21.89% examples, 699809 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:24:45,409 : INFO : EPOCH 1 - PROGRESS: at 22.21% examples, 699082 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:46,411 : INFO : EPOCH 1 - PROGRESS: at 22.51% examples, 698474 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:47,424 : INFO : EPOCH 1 - PROGRESS: at 22.85% examples, 697812 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:48,425 : INFO : EPOCH 1 - PROGRESS: at 23.17% examples, 697134 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:49,438 : INFO : EPOCH 1 - PROGRESS: at 23.50% examples, 696544 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:50,439 : INFO : EPOCH 1 - PROGRESS: at 23.81% examples, 696074 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:51,440 : INFO : EPOCH 1 - PROGRESS: at 24.10% examples, 695695 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:52,453 : INFO : EPOCH 1 - PROGRESS: at 24.41% examples, 695206 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:53,455 : INFO : EPOCH 1 - PROGRESS: at 24.74% examples, 694750 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:24:54,466 : INFO : EPOCH 1 - PROGRESS: at 25.06% examples, 694159 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:55,469 : INFO : EPOCH 1 - PROGRESS: at 25.39% examples, 693785 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:56,475 : INFO : EPOCH 1 - PROGRESS: at 25.71% examples, 693375 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:57,489 : INFO : EPOCH 1 - PROGRESS: at 26.03% examples, 692797 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:58,493 : INFO : EPOCH 1 - PROGRESS: at 26.36% examples, 692373 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:24:59,500 : INFO : EPOCH 1 - PROGRESS: at 26.68% examples, 691997 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:00,502 : INFO : EPOCH 1 - PROGRESS: at 26.98% examples, 691427 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:25:01,504 : INFO : EPOCH 1 - PROGRESS: at 27.29% examples, 691026 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:02,516 : INFO : EPOCH 1 - PROGRESS: at 27.62% examples, 690599 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:25:03,537 : INFO : EPOCH 1 - PROGRESS: at 27.95% examples, 690077 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:04,551 : INFO : EPOCH 1 - PROGRESS: at 28.29% examples, 689681 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:05,554 : INFO : EPOCH 1 - PROGRESS: at 28.61% examples, 689251 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:06,570 : INFO : EPOCH 1 - PROGRESS: at 28.91% examples, 688867 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:07,577 : INFO : EPOCH 1 - PROGRESS: at 29.22% examples, 688554 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:08,586 : INFO : EPOCH 1 - PROGRESS: at 29.57% examples, 688099 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:09,590 : INFO : EPOCH 1 - PROGRESS: at 29.89% examples, 687827 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:25:10,605 : INFO : EPOCH 1 - PROGRESS: at 30.23% examples, 687319 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:11,619 : INFO : EPOCH 1 - PROGRESS: at 30.56% examples, 686884 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:12,620 : INFO : EPOCH 1 - PROGRESS: at 30.89% examples, 686575 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:25:13,625 : INFO : EPOCH 1 - PROGRESS: at 31.21% examples, 686311 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:14,634 : INFO : EPOCH 1 - PROGRESS: at 31.51% examples, 685921 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:25:15,634 : INFO : EPOCH 1 - PROGRESS: at 31.81% examples, 685721 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:16,640 : INFO : EPOCH 1 - PROGRESS: at 32.14% examples, 685284 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:17,644 : INFO : EPOCH 1 - PROGRESS: at 32.47% examples, 684883 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:18,653 : INFO : EPOCH 1 - PROGRESS: at 32.81% examples, 684527 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:19,666 : INFO : EPOCH 1 - PROGRESS: at 33.13% examples, 684251 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:20,671 : INFO : EPOCH 1 - PROGRESS: at 33.45% examples, 684008 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:21,696 : INFO : EPOCH 1 - PROGRESS: at 33.77% examples, 683720 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:22,706 : INFO : EPOCH 1 - PROGRESS: at 34.08% examples, 683471 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:23,724 : INFO : EPOCH 1 - PROGRESS: at 34.40% examples, 683133 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:24,733 : INFO : EPOCH 1 - PROGRESS: at 34.73% examples, 682878 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:25,735 : INFO : EPOCH 1 - PROGRESS: at 35.05% examples, 682532 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:25:26,737 : INFO : EPOCH 1 - PROGRESS: at 35.39% examples, 682227 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:27,738 : INFO : EPOCH 1 - PROGRESS: at 35.69% examples, 681956 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:28,742 : INFO : EPOCH 1 - PROGRESS: at 36.02% examples, 681721 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:29,753 : INFO : EPOCH 1 - PROGRESS: at 36.35% examples, 681369 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:30,771 : INFO : EPOCH 1 - PROGRESS: at 36.63% examples, 681215 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:31,785 : INFO : EPOCH 1 - PROGRESS: at 36.98% examples, 680954 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:32,807 : INFO : EPOCH 1 - PROGRESS: at 37.31% examples, 680725 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:33,808 : INFO : EPOCH 1 - PROGRESS: at 37.63% examples, 680500 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:34,815 : INFO : EPOCH 1 - PROGRESS: at 37.92% examples, 680320 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:35,823 : INFO : EPOCH 1 - PROGRESS: at 38.22% examples, 680077 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:25:36,832 : INFO : EPOCH 1 - PROGRESS: at 38.55% examples, 679868 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:37,833 : INFO : EPOCH 1 - PROGRESS: at 38.84% examples, 679695 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:38,833 : INFO : EPOCH 1 - PROGRESS: at 39.18% examples, 679492 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:39,842 : INFO : EPOCH 1 - PROGRESS: at 39.53% examples, 679156 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:40,849 : INFO : EPOCH 1 - PROGRESS: at 39.84% examples, 678993 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:41,852 : INFO : EPOCH 1 - PROGRESS: at 40.17% examples, 678727 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:42,860 : INFO : EPOCH 1 - PROGRESS: at 40.47% examples, 678540 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:43,863 : INFO : EPOCH 1 - PROGRESS: at 40.80% examples, 678435 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:44,883 : INFO : EPOCH 1 - PROGRESS: at 41.11% examples, 678195 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:25:45,887 : INFO : EPOCH 1 - PROGRESS: at 41.44% examples, 678066 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:46,896 : INFO : EPOCH 1 - PROGRESS: at 41.77% examples, 677868 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:47,900 : INFO : EPOCH 1 - PROGRESS: at 42.10% examples, 677638 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:48,911 : INFO : EPOCH 1 - PROGRESS: at 42.42% examples, 677527 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:49,917 : INFO : EPOCH 1 - PROGRESS: at 42.74% examples, 677299 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:50,929 : INFO : EPOCH 1 - PROGRESS: at 43.08% examples, 677117 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:51,932 : INFO : EPOCH 1 - PROGRESS: at 43.39% examples, 676982 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:52,939 : INFO : EPOCH 1 - PROGRESS: at 43.69% examples, 676842 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:53,940 : INFO : EPOCH 1 - PROGRESS: at 44.02% examples, 676620 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:54,961 : INFO : EPOCH 1 - PROGRESS: at 44.36% examples, 676314 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:55,961 : INFO : EPOCH 1 - PROGRESS: at 44.67% examples, 676228 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:56,965 : INFO : EPOCH 1 - PROGRESS: at 44.98% examples, 676022 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:57,967 : INFO : EPOCH 1 - PROGRESS: at 45.29% examples, 675881 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:25:58,967 : INFO : EPOCH 1 - PROGRESS: at 45.61% examples, 675774 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:25:59,973 : INFO : EPOCH 1 - PROGRESS: at 45.92% examples, 675599 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:00,991 : INFO : EPOCH 1 - PROGRESS: at 46.25% examples, 675401 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:01,994 : INFO : EPOCH 1 - PROGRESS: at 46.58% examples, 675305 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:02,997 : INFO : EPOCH 1 - PROGRESS: at 46.92% examples, 675115 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:04,026 : INFO : EPOCH 1 - PROGRESS: at 47.23% examples, 674947 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:05,030 : INFO : EPOCH 1 - PROGRESS: at 47.56% examples, 674815 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:06,033 : INFO : EPOCH 1 - PROGRESS: at 47.86% examples, 674696 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:07,049 : INFO : EPOCH 1 - PROGRESS: at 48.20% examples, 674524 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:08,062 : INFO : EPOCH 1 - PROGRESS: at 48.50% examples, 674468 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:09,068 : INFO : EPOCH 1 - PROGRESS: at 48.84% examples, 674259 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:10,069 : INFO : EPOCH 1 - PROGRESS: at 49.17% examples, 674136 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:11,079 : INFO : EPOCH 1 - PROGRESS: at 49.50% examples, 673977 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:26:12,090 : INFO : EPOCH 1 - PROGRESS: at 49.80% examples, 673839 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:13,108 : INFO : EPOCH 1 - PROGRESS: at 50.11% examples, 673776 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:14,117 : INFO : EPOCH 1 - PROGRESS: at 50.42% examples, 673690 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:15,149 : INFO : EPOCH 1 - PROGRESS: at 50.75% examples, 673551 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:16,155 : INFO : EPOCH 1 - PROGRESS: at 51.06% examples, 673479 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:17,166 : INFO : EPOCH 1 - PROGRESS: at 51.38% examples, 673306 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:26:18,169 : INFO : EPOCH 1 - PROGRESS: at 51.68% examples, 673196 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:19,170 : INFO : EPOCH 1 - PROGRESS: at 51.99% examples, 673013 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:20,184 : INFO : EPOCH 1 - PROGRESS: at 52.29% examples, 672703 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:21,200 : INFO : EPOCH 1 - PROGRESS: at 52.59% examples, 672442 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:22,207 : INFO : EPOCH 1 - PROGRESS: at 52.91% examples, 672082 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:23,217 : INFO : EPOCH 1 - PROGRESS: at 53.20% examples, 671607 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:24,239 : INFO : EPOCH 1 - PROGRESS: at 53.48% examples, 670977 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:25,250 : INFO : EPOCH 1 - PROGRESS: at 53.80% examples, 671153 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:26,253 : INFO : EPOCH 1 - PROGRESS: at 54.16% examples, 671479 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:27,254 : INFO : EPOCH 1 - PROGRESS: at 54.54% examples, 671785 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:28,263 : INFO : EPOCH 1 - PROGRESS: at 54.87% examples, 672054 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:29,265 : INFO : EPOCH 1 - PROGRESS: at 55.21% examples, 672406 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:30,272 : INFO : EPOCH 1 - PROGRESS: at 55.56% examples, 672654 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:31,278 : INFO : EPOCH 1 - PROGRESS: at 55.89% examples, 672981 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:32,287 : INFO : EPOCH 1 - PROGRESS: at 56.23% examples, 673291 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:33,287 : INFO : EPOCH 1 - PROGRESS: at 56.57% examples, 673567 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:34,290 : INFO : EPOCH 1 - PROGRESS: at 56.92% examples, 673825 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:26:35,305 : INFO : EPOCH 1 - PROGRESS: at 57.30% examples, 674023 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:26:36,317 : INFO : EPOCH 1 - PROGRESS: at 57.65% examples, 674261 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:37,330 : INFO : EPOCH 1 - PROGRESS: at 58.04% examples, 674478 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:38,335 : INFO : EPOCH 1 - PROGRESS: at 58.42% examples, 674718 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:39,340 : INFO : EPOCH 1 - PROGRESS: at 58.77% examples, 674985 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:40,343 : INFO : EPOCH 1 - PROGRESS: at 59.14% examples, 675203 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:41,348 : INFO : EPOCH 1 - PROGRESS: at 59.48% examples, 675447 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:42,365 : INFO : EPOCH 1 - PROGRESS: at 59.85% examples, 675606 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:43,385 : INFO : EPOCH 1 - PROGRESS: at 60.21% examples, 675830 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:44,396 : INFO : EPOCH 1 - PROGRESS: at 60.57% examples, 676060 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:45,402 : INFO : EPOCH 1 - PROGRESS: at 60.90% examples, 676340 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:46,404 : INFO : EPOCH 1 - PROGRESS: at 61.28% examples, 676600 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:47,408 : INFO : EPOCH 1 - PROGRESS: at 61.62% examples, 676790 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:48,416 : INFO : EPOCH 1 - PROGRESS: at 61.95% examples, 677018 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:49,427 : INFO : EPOCH 1 - PROGRESS: at 62.28% examples, 677252 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:50,433 : INFO : EPOCH 1 - PROGRESS: at 62.63% examples, 677477 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:51,436 : INFO : EPOCH 1 - PROGRESS: at 62.96% examples, 677747 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:52,459 : INFO : EPOCH 1 - PROGRESS: at 63.34% examples, 677914 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:26:53,468 : INFO : EPOCH 1 - PROGRESS: at 63.68% examples, 678253 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:54,476 : INFO : EPOCH 1 - PROGRESS: at 64.03% examples, 678489 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:55,478 : INFO : EPOCH 1 - PROGRESS: at 64.37% examples, 678686 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:56,479 : INFO : EPOCH 1 - PROGRESS: at 64.72% examples, 678949 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:57,480 : INFO : EPOCH 1 - PROGRESS: at 65.09% examples, 679160 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:58,488 : INFO : EPOCH 1 - PROGRESS: at 65.46% examples, 679354 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:26:59,491 : INFO : EPOCH 1 - PROGRESS: at 65.82% examples, 679543 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:00,495 : INFO : EPOCH 1 - PROGRESS: at 66.16% examples, 679746 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:01,502 : INFO : EPOCH 1 - PROGRESS: at 66.50% examples, 679980 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:02,502 : INFO : EPOCH 1 - PROGRESS: at 66.85% examples, 680211 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:27:03,508 : INFO : EPOCH 1 - PROGRESS: at 67.22% examples, 680473 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:04,514 : INFO : EPOCH 1 - PROGRESS: at 67.57% examples, 680622 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:05,526 : INFO : EPOCH 1 - PROGRESS: at 67.93% examples, 680793 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:06,527 : INFO : EPOCH 1 - PROGRESS: at 68.31% examples, 681006 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:07,541 : INFO : EPOCH 1 - PROGRESS: at 68.68% examples, 681188 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:27:08,544 : INFO : EPOCH 1 - PROGRESS: at 69.03% examples, 681391 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:09,544 : INFO : EPOCH 1 - PROGRESS: at 69.37% examples, 681599 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:27:10,545 : INFO : EPOCH 1 - PROGRESS: at 69.74% examples, 681794 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:11,547 : INFO : EPOCH 1 - PROGRESS: at 70.08% examples, 681999 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:12,571 : INFO : EPOCH 1 - PROGRESS: at 70.45% examples, 682156 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:13,584 : INFO : EPOCH 1 - PROGRESS: at 70.79% examples, 682329 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:14,592 : INFO : EPOCH 1 - PROGRESS: at 71.13% examples, 682518 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:15,595 : INFO : EPOCH 1 - PROGRESS: at 71.49% examples, 682674 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:27:16,602 : INFO : EPOCH 1 - PROGRESS: at 71.86% examples, 682830 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:17,607 : INFO : EPOCH 1 - PROGRESS: at 72.19% examples, 683040 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:18,610 : INFO : EPOCH 1 - PROGRESS: at 72.53% examples, 683231 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:19,618 : INFO : EPOCH 1 - PROGRESS: at 72.89% examples, 683417 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:20,633 : INFO : EPOCH 1 - PROGRESS: at 73.22% examples, 683544 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:21,639 : INFO : EPOCH 1 - PROGRESS: at 73.56% examples, 683716 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:22,642 : INFO : EPOCH 1 - PROGRESS: at 73.90% examples, 683878 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:23,648 : INFO : EPOCH 1 - PROGRESS: at 74.25% examples, 684027 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:24,658 : INFO : EPOCH 1 - PROGRESS: at 74.59% examples, 684168 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:25,662 : INFO : EPOCH 1 - PROGRESS: at 74.93% examples, 684342 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:26,663 : INFO : EPOCH 1 - PROGRESS: at 75.26% examples, 684507 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:27,679 : INFO : EPOCH 1 - PROGRESS: at 75.61% examples, 684627 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:28,680 : INFO : EPOCH 1 - PROGRESS: at 75.97% examples, 684770 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:29,681 : INFO : EPOCH 1 - PROGRESS: at 76.33% examples, 684978 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:30,682 : INFO : EPOCH 1 - PROGRESS: at 76.67% examples, 685147 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:27:31,684 : INFO : EPOCH 1 - PROGRESS: at 77.01% examples, 685343 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:32,693 : INFO : EPOCH 1 - PROGRESS: at 77.35% examples, 685502 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:33,698 : INFO : EPOCH 1 - PROGRESS: at 77.70% examples, 685599 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:34,710 : INFO : EPOCH 1 - PROGRESS: at 78.07% examples, 685739 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:35,718 : INFO : EPOCH 1 - PROGRESS: at 78.41% examples, 685865 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:27:36,721 : INFO : EPOCH 1 - PROGRESS: at 78.77% examples, 686055 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:37,723 : INFO : EPOCH 1 - PROGRESS: at 79.11% examples, 686161 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:38,737 : INFO : EPOCH 1 - PROGRESS: at 79.47% examples, 686293 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:39,737 : INFO : EPOCH 1 - PROGRESS: at 79.82% examples, 686430 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:40,754 : INFO : EPOCH 1 - PROGRESS: at 80.17% examples, 686539 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:41,757 : INFO : EPOCH 1 - PROGRESS: at 80.47% examples, 686760 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:42,764 : INFO : EPOCH 1 - PROGRESS: at 80.82% examples, 686885 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:43,786 : INFO : EPOCH 1 - PROGRESS: at 81.18% examples, 687015 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:44,790 : INFO : EPOCH 1 - PROGRESS: at 81.52% examples, 687171 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:45,797 : INFO : EPOCH 1 - PROGRESS: at 81.88% examples, 687275 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:46,814 : INFO : EPOCH 1 - PROGRESS: at 82.24% examples, 687352 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:47,832 : INFO : EPOCH 1 - PROGRESS: at 82.61% examples, 687494 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:48,845 : INFO : EPOCH 1 - PROGRESS: at 82.97% examples, 687645 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:49,856 : INFO : EPOCH 1 - PROGRESS: at 83.33% examples, 687724 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:50,866 : INFO : EPOCH 1 - PROGRESS: at 83.69% examples, 687852 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:51,881 : INFO : EPOCH 1 - PROGRESS: at 84.03% examples, 687990 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:27:52,889 : INFO : EPOCH 1 - PROGRESS: at 84.37% examples, 688086 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:53,892 : INFO : EPOCH 1 - PROGRESS: at 84.75% examples, 688207 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:54,906 : INFO : EPOCH 1 - PROGRESS: at 85.11% examples, 688301 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:55,920 : INFO : EPOCH 1 - PROGRESS: at 85.46% examples, 688448 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:56,933 : INFO : EPOCH 1 - PROGRESS: at 85.81% examples, 688569 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:57,936 : INFO : EPOCH 1 - PROGRESS: at 86.14% examples, 688713 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:27:58,937 : INFO : EPOCH 1 - PROGRESS: at 86.49% examples, 688835 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:27:59,940 : INFO : EPOCH 1 - PROGRESS: at 86.85% examples, 688987 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:00,956 : INFO : EPOCH 1 - PROGRESS: at 87.20% examples, 689074 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:01,959 : INFO : EPOCH 1 - PROGRESS: at 87.55% examples, 689173 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:02,962 : INFO : EPOCH 1 - PROGRESS: at 87.90% examples, 689324 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:03,965 : INFO : EPOCH 1 - PROGRESS: at 88.24% examples, 689437 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:04,974 : INFO : EPOCH 1 - PROGRESS: at 88.56% examples, 689603 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:28:05,974 : INFO : EPOCH 1 - PROGRESS: at 88.91% examples, 689701 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:28:07,002 : INFO : EPOCH 1 - PROGRESS: at 89.24% examples, 689831 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:08,010 : INFO : EPOCH 1 - PROGRESS: at 89.62% examples, 689948 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:09,018 : INFO : EPOCH 1 - PROGRESS: at 89.94% examples, 690042 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:10,037 : INFO : EPOCH 1 - PROGRESS: at 90.27% examples, 690148 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:11,046 : INFO : EPOCH 1 - PROGRESS: at 90.63% examples, 690266 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:12,049 : INFO : EPOCH 1 - PROGRESS: at 90.95% examples, 690415 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:28:13,066 : INFO : EPOCH 1 - PROGRESS: at 91.29% examples, 690564 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:14,069 : INFO : EPOCH 1 - PROGRESS: at 91.66% examples, 690645 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:15,069 : INFO : EPOCH 1 - PROGRESS: at 91.98% examples, 690795 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:16,072 : INFO : EPOCH 1 - PROGRESS: at 92.34% examples, 690894 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:17,088 : INFO : EPOCH 1 - PROGRESS: at 92.69% examples, 690967 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:28:18,093 : INFO : EPOCH 1 - PROGRESS: at 93.04% examples, 691104 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:19,109 : INFO : EPOCH 1 - PROGRESS: at 93.37% examples, 691244 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:20,112 : INFO : EPOCH 1 - PROGRESS: at 93.72% examples, 691380 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:28:21,120 : INFO : EPOCH 1 - PROGRESS: at 94.07% examples, 691485 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:22,123 : INFO : EPOCH 1 - PROGRESS: at 94.42% examples, 691604 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:23,126 : INFO : EPOCH 1 - PROGRESS: at 94.77% examples, 691718 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:24,130 : INFO : EPOCH 1 - PROGRESS: at 95.10% examples, 691822 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:25,133 : INFO : EPOCH 1 - PROGRESS: at 95.46% examples, 691887 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:26,138 : INFO : EPOCH 1 - PROGRESS: at 95.82% examples, 692005 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:27,138 : INFO : EPOCH 1 - PROGRESS: at 96.15% examples, 692108 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:28,141 : INFO : EPOCH 1 - PROGRESS: at 96.53% examples, 692212 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:29,145 : INFO : EPOCH 1 - PROGRESS: at 96.88% examples, 692327 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:30,154 : INFO : EPOCH 1 - PROGRESS: at 97.23% examples, 692421 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:31,154 : INFO : EPOCH 1 - PROGRESS: at 97.58% examples, 692495 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:32,164 : INFO : EPOCH 1 - PROGRESS: at 97.93% examples, 692556 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:33,168 : INFO : EPOCH 1 - PROGRESS: at 98.31% examples, 692649 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:34,177 : INFO : EPOCH 1 - PROGRESS: at 98.66% examples, 692745 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:35,177 : INFO : EPOCH 1 - PROGRESS: at 99.02% examples, 692832 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:36,192 : INFO : EPOCH 1 - PROGRESS: at 99.39% examples, 692888 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:37,202 : INFO : EPOCH 1 - PROGRESS: at 99.76% examples, 692992 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:28:37,854 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 16:28:37,855 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 16:28:37,856 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 16:28:37,874 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 16:28:37,875 : INFO : EPOCH - 1 : training on 266822167 raw words (207262190 effective words) took 299.0s, 693071 effective words/s
2020-07-24 16:28:38,888 : INFO : EPOCH 2 - PROGRESS: at 0.32% examples, 705746 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:39,890 : INFO : EPOCH 2 - PROGRESS: at 0.67% examples, 716679 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:40,895 : INFO : EPOCH 2 - PROGRESS: at 1.02% examples, 723466 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:41,895 : INFO : EPOCH 2 - PROGRESS: at 1.36% examples, 717020 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:42,896 : INFO : EPOCH 2 - PROGRESS: at 1.70% examples, 721170 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:43,906 : INFO : EPOCH 2 - PROGRESS: at 2.05% examples, 718632 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:44,908 : INFO : EPOCH 2 - PROGRESS: at 2.40% examples, 719032 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:45,912 : INFO : EPOCH 2 - PROGRESS: at 2.72% examples, 718567 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:28:46,920 : INFO : EPOCH 2 - PROGRESS: at 3.05% examples, 720641 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:28:47,925 : INFO : EPOCH 2 - PROGRESS: at 3.39% examples, 720374 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:48,930 : INFO : EPOCH 2 - PROGRESS: at 3.73% examples, 721018 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:49,938 : INFO : EPOCH 2 - PROGRESS: at 4.08% examples, 722222 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:50,949 : INFO : EPOCH 2 - PROGRESS: at 4.41% examples, 722437 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:51,957 : INFO : EPOCH 2 - PROGRESS: at 4.77% examples, 722074 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:52,967 : INFO : EPOCH 2 - PROGRESS: at 5.13% examples, 721713 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:53,968 : INFO : EPOCH 2 - PROGRESS: at 5.46% examples, 722285 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:54,980 : INFO : EPOCH 2 - PROGRESS: at 5.79% examples, 722431 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:55,991 : INFO : EPOCH 2 - PROGRESS: at 6.15% examples, 722253 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:56,994 : INFO : EPOCH 2 - PROGRESS: at 6.51% examples, 722377 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:28:57,995 : INFO : EPOCH 2 - PROGRESS: at 6.85% examples, 722167 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:28:59,003 : INFO : EPOCH 2 - PROGRESS: at 7.18% examples, 721953 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:29:00,005 : INFO : EPOCH 2 - PROGRESS: at 7.49% examples, 720856 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:01,014 : INFO : EPOCH 2 - PROGRESS: at 7.81% examples, 719112 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:02,044 : INFO : EPOCH 2 - PROGRESS: at 8.13% examples, 717811 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:29:03,046 : INFO : EPOCH 2 - PROGRESS: at 8.46% examples, 716254 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:04,058 : INFO : EPOCH 2 - PROGRESS: at 8.75% examples, 711417 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:29:05,063 : INFO : EPOCH 2 - PROGRESS: at 9.09% examples, 709699 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:06,069 : INFO : EPOCH 2 - PROGRESS: at 9.42% examples, 710663 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:07,076 : INFO : EPOCH 2 - PROGRESS: at 9.76% examples, 711058 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:08,079 : INFO : EPOCH 2 - PROGRESS: at 10.10% examples, 711249 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:29:09,107 : INFO : EPOCH 2 - PROGRESS: at 10.43% examples, 711454 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:10,111 : INFO : EPOCH 2 - PROGRESS: at 10.77% examples, 712138 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:11,120 : INFO : EPOCH 2 - PROGRESS: at 11.12% examples, 712820 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:12,137 : INFO : EPOCH 2 - PROGRESS: at 11.48% examples, 712987 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:13,137 : INFO : EPOCH 2 - PROGRESS: at 11.84% examples, 713392 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:14,140 : INFO : EPOCH 2 - PROGRESS: at 12.18% examples, 713809 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:15,142 : INFO : EPOCH 2 - PROGRESS: at 12.53% examples, 714085 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:16,149 : INFO : EPOCH 2 - PROGRESS: at 12.90% examples, 714188 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:17,155 : INFO : EPOCH 2 - PROGRESS: at 13.25% examples, 714382 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:18,163 : INFO : EPOCH 2 - PROGRESS: at 13.61% examples, 714686 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:19,174 : INFO : EPOCH 2 - PROGRESS: at 13.97% examples, 714809 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:20,196 : INFO : EPOCH 2 - PROGRESS: at 14.32% examples, 715068 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:21,205 : INFO : EPOCH 2 - PROGRESS: at 14.68% examples, 715547 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:22,218 : INFO : EPOCH 2 - PROGRESS: at 15.04% examples, 715289 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:23,224 : INFO : EPOCH 2 - PROGRESS: at 15.39% examples, 715696 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:29:24,231 : INFO : EPOCH 2 - PROGRESS: at 15.74% examples, 715783 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:29:25,237 : INFO : EPOCH 2 - PROGRESS: at 16.07% examples, 716081 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:26,250 : INFO : EPOCH 2 - PROGRESS: at 16.43% examples, 716143 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:27,252 : INFO : EPOCH 2 - PROGRESS: at 16.79% examples, 716090 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:28,255 : INFO : EPOCH 2 - PROGRESS: at 17.16% examples, 716140 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:29,256 : INFO : EPOCH 2 - PROGRESS: at 17.50% examples, 716401 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:29:30,259 : INFO : EPOCH 2 - PROGRESS: at 17.85% examples, 716325 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:31,259 : INFO : EPOCH 2 - PROGRESS: at 18.18% examples, 716575 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:32,277 : INFO : EPOCH 2 - PROGRESS: at 18.53% examples, 716560 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:33,281 : INFO : EPOCH 2 - PROGRESS: at 18.90% examples, 716632 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:34,282 : INFO : EPOCH 2 - PROGRESS: at 19.26% examples, 716562 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:35,283 : INFO : EPOCH 2 - PROGRESS: at 19.65% examples, 716549 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:36,290 : INFO : EPOCH 2 - PROGRESS: at 19.97% examples, 716624 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:37,301 : INFO : EPOCH 2 - PROGRESS: at 20.34% examples, 716767 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:38,307 : INFO : EPOCH 2 - PROGRESS: at 20.69% examples, 716929 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:39,308 : INFO : EPOCH 2 - PROGRESS: at 21.04% examples, 717039 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:29:40,311 : INFO : EPOCH 2 - PROGRESS: at 21.38% examples, 717182 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:41,311 : INFO : EPOCH 2 - PROGRESS: at 21.70% examples, 717147 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:42,325 : INFO : EPOCH 2 - PROGRESS: at 22.05% examples, 717213 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:43,325 : INFO : EPOCH 2 - PROGRESS: at 22.39% examples, 717434 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:44,341 : INFO : EPOCH 2 - PROGRESS: at 22.75% examples, 717576 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:45,349 : INFO : EPOCH 2 - PROGRESS: at 23.12% examples, 717517 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:46,351 : INFO : EPOCH 2 - PROGRESS: at 23.48% examples, 717700 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:47,352 : INFO : EPOCH 2 - PROGRESS: at 23.82% examples, 717914 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:48,365 : INFO : EPOCH 2 - PROGRESS: at 24.15% examples, 717994 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:49,366 : INFO : EPOCH 2 - PROGRESS: at 24.48% examples, 718250 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:50,387 : INFO : EPOCH 2 - PROGRESS: at 24.86% examples, 718248 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:51,400 : INFO : EPOCH 2 - PROGRESS: at 25.21% examples, 718309 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:52,421 : INFO : EPOCH 2 - PROGRESS: at 25.58% examples, 718302 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:53,428 : INFO : EPOCH 2 - PROGRESS: at 25.93% examples, 718431 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:54,434 : INFO : EPOCH 2 - PROGRESS: at 26.28% examples, 718588 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:55,452 : INFO : EPOCH 2 - PROGRESS: at 26.64% examples, 718556 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:56,464 : INFO : EPOCH 2 - PROGRESS: at 26.98% examples, 718618 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:57,475 : INFO : EPOCH 2 - PROGRESS: at 27.32% examples, 718639 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:29:58,477 : INFO : EPOCH 2 - PROGRESS: at 27.69% examples, 718768 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:29:59,478 : INFO : EPOCH 2 - PROGRESS: at 28.02% examples, 718104 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:00,485 : INFO : EPOCH 2 - PROGRESS: at 28.35% examples, 717445 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:01,494 : INFO : EPOCH 2 - PROGRESS: at 28.66% examples, 716665 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:30:02,496 : INFO : EPOCH 2 - PROGRESS: at 28.97% examples, 715988 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:30:03,505 : INFO : EPOCH 2 - PROGRESS: at 29.29% examples, 715305 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:30:04,506 : INFO : EPOCH 2 - PROGRESS: at 29.64% examples, 714760 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:05,517 : INFO : EPOCH 2 - PROGRESS: at 29.96% examples, 713942 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:06,530 : INFO : EPOCH 2 - PROGRESS: at 30.30% examples, 713208 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:07,538 : INFO : EPOCH 2 - PROGRESS: at 30.64% examples, 712609 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:08,539 : INFO : EPOCH 2 - PROGRESS: at 30.97% examples, 712004 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:09,550 : INFO : EPOCH 2 - PROGRESS: at 31.27% examples, 711460 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:10,560 : INFO : EPOCH 2 - PROGRESS: at 31.59% examples, 710807 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:11,579 : INFO : EPOCH 2 - PROGRESS: at 31.89% examples, 710222 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:12,583 : INFO : EPOCH 2 - PROGRESS: at 32.22% examples, 709641 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:30:13,601 : INFO : EPOCH 2 - PROGRESS: at 32.57% examples, 708970 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:30:14,601 : INFO : EPOCH 2 - PROGRESS: at 32.89% examples, 708473 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:15,607 : INFO : EPOCH 2 - PROGRESS: at 33.22% examples, 707917 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:16,610 : INFO : EPOCH 2 - PROGRESS: at 33.53% examples, 707389 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:30:17,616 : INFO : EPOCH 2 - PROGRESS: at 33.85% examples, 706882 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:18,626 : INFO : EPOCH 2 - PROGRESS: at 34.15% examples, 706375 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:19,627 : INFO : EPOCH 2 - PROGRESS: at 34.47% examples, 705929 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:20,629 : INFO : EPOCH 2 - PROGRESS: at 34.80% examples, 705413 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:21,640 : INFO : EPOCH 2 - PROGRESS: at 35.13% examples, 704878 words/s, in_qsize 8, out_qsize 1
2020-07-24 16:30:22,660 : INFO : EPOCH 2 - PROGRESS: at 35.47% examples, 704335 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:23,664 : INFO : EPOCH 2 - PROGRESS: at 35.78% examples, 703728 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:30:24,673 : INFO : EPOCH 2 - PROGRESS: at 36.11% examples, 703291 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:25,674 : INFO : EPOCH 2 - PROGRESS: at 36.43% examples, 702836 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:26,676 : INFO : EPOCH 2 - PROGRESS: at 36.73% examples, 702468 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:27,688 : INFO : EPOCH 2 - PROGRESS: at 37.06% examples, 701943 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:28,690 : INFO : EPOCH 2 - PROGRESS: at 37.39% examples, 701564 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:29,694 : INFO : EPOCH 2 - PROGRESS: at 37.69% examples, 701084 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:30,702 : INFO : EPOCH 2 - PROGRESS: at 37.97% examples, 700659 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:31,714 : INFO : EPOCH 2 - PROGRESS: at 38.29% examples, 700295 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:32,715 : INFO : EPOCH 2 - PROGRESS: at 38.60% examples, 699936 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:30:33,725 : INFO : EPOCH 2 - PROGRESS: at 38.91% examples, 699576 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:30:34,734 : INFO : EPOCH 2 - PROGRESS: at 39.26% examples, 699041 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:35,741 : INFO : EPOCH 2 - PROGRESS: at 39.60% examples, 698615 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:36,741 : INFO : EPOCH 2 - PROGRESS: at 39.92% examples, 698335 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:37,749 : INFO : EPOCH 2 - PROGRESS: at 40.24% examples, 697924 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:30:38,752 : INFO : EPOCH 2 - PROGRESS: at 40.53% examples, 697617 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:39,758 : INFO : EPOCH 2 - PROGRESS: at 40.87% examples, 697208 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:40,760 : INFO : EPOCH 2 - PROGRESS: at 41.18% examples, 696900 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:41,761 : INFO : EPOCH 2 - PROGRESS: at 41.51% examples, 696635 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:42,775 : INFO : EPOCH 2 - PROGRESS: at 41.85% examples, 696299 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:43,780 : INFO : EPOCH 2 - PROGRESS: at 42.17% examples, 695926 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:30:44,788 : INFO : EPOCH 2 - PROGRESS: at 42.48% examples, 695665 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:45,800 : INFO : EPOCH 2 - PROGRESS: at 42.81% examples, 695280 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:30:46,811 : INFO : EPOCH 2 - PROGRESS: at 43.15% examples, 694997 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:30:47,835 : INFO : EPOCH 2 - PROGRESS: at 43.46% examples, 694625 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:48,838 : INFO : EPOCH 2 - PROGRESS: at 43.77% examples, 694350 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:49,838 : INFO : EPOCH 2 - PROGRESS: at 44.10% examples, 693983 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:50,852 : INFO : EPOCH 2 - PROGRESS: at 44.43% examples, 693713 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:30:51,874 : INFO : EPOCH 2 - PROGRESS: at 44.75% examples, 693428 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:30:52,881 : INFO : EPOCH 2 - PROGRESS: at 45.08% examples, 693122 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:53,884 : INFO : EPOCH 2 - PROGRESS: at 45.38% examples, 692864 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:54,899 : INFO : EPOCH 2 - PROGRESS: at 45.70% examples, 692562 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:55,908 : INFO : EPOCH 2 - PROGRESS: at 46.02% examples, 692328 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:56,909 : INFO : EPOCH 2 - PROGRESS: at 46.35% examples, 692037 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:57,920 : INFO : EPOCH 2 - PROGRESS: at 46.67% examples, 691787 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:58,922 : INFO : EPOCH 2 - PROGRESS: at 47.01% examples, 691486 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:30:59,951 : INFO : EPOCH 2 - PROGRESS: at 47.32% examples, 691264 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:00,962 : INFO : EPOCH 2 - PROGRESS: at 47.65% examples, 691024 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:01,967 : INFO : EPOCH 2 - PROGRESS: at 47.95% examples, 690747 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:02,980 : INFO : EPOCH 2 - PROGRESS: at 48.30% examples, 690527 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:03,982 : INFO : EPOCH 2 - PROGRESS: at 48.59% examples, 690227 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:04,990 : INFO : EPOCH 2 - PROGRESS: at 48.93% examples, 689956 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:06,000 : INFO : EPOCH 2 - PROGRESS: at 49.26% examples, 689755 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:07,011 : INFO : EPOCH 2 - PROGRESS: at 49.58% examples, 689483 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:08,014 : INFO : EPOCH 2 - PROGRESS: at 49.91% examples, 689296 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:09,021 : INFO : EPOCH 2 - PROGRESS: at 50.19% examples, 689048 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:10,029 : INFO : EPOCH 2 - PROGRESS: at 50.51% examples, 688931 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:11,042 : INFO : EPOCH 2 - PROGRESS: at 50.83% examples, 688746 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:12,042 : INFO : EPOCH 2 - PROGRESS: at 51.14% examples, 688544 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:13,045 : INFO : EPOCH 2 - PROGRESS: at 51.46% examples, 688294 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:14,051 : INFO : EPOCH 2 - PROGRESS: at 51.76% examples, 688061 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:31:15,052 : INFO : EPOCH 2 - PROGRESS: at 52.07% examples, 687840 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:16,062 : INFO : EPOCH 2 - PROGRESS: at 52.41% examples, 687686 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:17,071 : INFO : EPOCH 2 - PROGRESS: at 52.71% examples, 687497 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:18,083 : INFO : EPOCH 2 - PROGRESS: at 53.04% examples, 687244 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:19,085 : INFO : EPOCH 2 - PROGRESS: at 53.36% examples, 687098 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:20,093 : INFO : EPOCH 2 - PROGRESS: at 53.68% examples, 686877 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:21,093 : INFO : EPOCH 2 - PROGRESS: at 53.98% examples, 686625 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:31:22,106 : INFO : EPOCH 2 - PROGRESS: at 54.31% examples, 686381 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:23,117 : INFO : EPOCH 2 - PROGRESS: at 54.65% examples, 686217 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:24,118 : INFO : EPOCH 2 - PROGRESS: at 54.95% examples, 686069 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:31:25,123 : INFO : EPOCH 2 - PROGRESS: at 55.24% examples, 685942 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:26,135 : INFO : EPOCH 2 - PROGRESS: at 55.58% examples, 685710 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:27,149 : INFO : EPOCH 2 - PROGRESS: at 55.88% examples, 685577 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:28,158 : INFO : EPOCH 2 - PROGRESS: at 56.19% examples, 685452 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:29,158 : INFO : EPOCH 2 - PROGRESS: at 56.50% examples, 685246 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:31:30,160 : INFO : EPOCH 2 - PROGRESS: at 56.81% examples, 685120 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:31,170 : INFO : EPOCH 2 - PROGRESS: at 57.16% examples, 684923 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:32,171 : INFO : EPOCH 2 - PROGRESS: at 57.48% examples, 684693 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:33,184 : INFO : EPOCH 2 - PROGRESS: at 57.81% examples, 684600 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:34,195 : INFO : EPOCH 2 - PROGRESS: at 58.18% examples, 684334 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:31:35,210 : INFO : EPOCH 2 - PROGRESS: at 58.51% examples, 684238 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:36,218 : INFO : EPOCH 2 - PROGRESS: at 58.84% examples, 684026 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:37,224 : INFO : EPOCH 2 - PROGRESS: at 59.18% examples, 683879 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:31:38,226 : INFO : EPOCH 2 - PROGRESS: at 59.49% examples, 683716 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:39,237 : INFO : EPOCH 2 - PROGRESS: at 59.83% examples, 683411 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:40,271 : INFO : EPOCH 2 - PROGRESS: at 60.12% examples, 682995 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:41,281 : INFO : EPOCH 2 - PROGRESS: at 60.43% examples, 682685 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:42,296 : INFO : EPOCH 2 - PROGRESS: at 60.74% examples, 682371 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:43,297 : INFO : EPOCH 2 - PROGRESS: at 61.02% examples, 681818 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:44,300 : INFO : EPOCH 2 - PROGRESS: at 61.32% examples, 681275 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:45,317 : INFO : EPOCH 2 - PROGRESS: at 61.65% examples, 681390 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:46,327 : INFO : EPOCH 2 - PROGRESS: at 61.98% examples, 681644 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:31:47,336 : INFO : EPOCH 2 - PROGRESS: at 62.33% examples, 681905 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:48,340 : INFO : EPOCH 2 - PROGRESS: at 62.66% examples, 682093 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:49,347 : INFO : EPOCH 2 - PROGRESS: at 62.99% examples, 682297 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:50,351 : INFO : EPOCH 2 - PROGRESS: at 63.37% examples, 682440 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:31:51,357 : INFO : EPOCH 2 - PROGRESS: at 63.71% examples, 682685 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:52,358 : INFO : EPOCH 2 - PROGRESS: at 64.05% examples, 682933 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:53,359 : INFO : EPOCH 2 - PROGRESS: at 64.40% examples, 683117 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:54,369 : INFO : EPOCH 2 - PROGRESS: at 64.76% examples, 683315 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:55,379 : INFO : EPOCH 2 - PROGRESS: at 65.12% examples, 683502 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:56,382 : INFO : EPOCH 2 - PROGRESS: at 65.49% examples, 683668 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:57,388 : INFO : EPOCH 2 - PROGRESS: at 65.84% examples, 683839 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:58,397 : INFO : EPOCH 2 - PROGRESS: at 66.19% examples, 684052 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:31:59,400 : INFO : EPOCH 2 - PROGRESS: at 66.53% examples, 684243 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:00,417 : INFO : EPOCH 2 - PROGRESS: at 66.87% examples, 684408 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:01,429 : INFO : EPOCH 2 - PROGRESS: at 67.25% examples, 684661 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:02,430 : INFO : EPOCH 2 - PROGRESS: at 67.62% examples, 684837 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:03,436 : INFO : EPOCH 2 - PROGRESS: at 67.97% examples, 685021 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:04,437 : INFO : EPOCH 2 - PROGRESS: at 68.34% examples, 685161 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:05,443 : INFO : EPOCH 2 - PROGRESS: at 68.71% examples, 685357 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:06,453 : INFO : EPOCH 2 - PROGRESS: at 69.06% examples, 685526 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:07,454 : INFO : EPOCH 2 - PROGRESS: at 69.40% examples, 685752 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:08,458 : INFO : EPOCH 2 - PROGRESS: at 69.78% examples, 685914 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:09,471 : INFO : EPOCH 2 - PROGRESS: at 70.12% examples, 686101 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:32:10,478 : INFO : EPOCH 2 - PROGRESS: at 70.48% examples, 686235 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:11,479 : INFO : EPOCH 2 - PROGRESS: at 70.82% examples, 686357 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:12,481 : INFO : EPOCH 2 - PROGRESS: at 71.17% examples, 686578 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:13,484 : INFO : EPOCH 2 - PROGRESS: at 71.53% examples, 686738 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:14,493 : INFO : EPOCH 2 - PROGRESS: at 71.89% examples, 686896 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:15,503 : INFO : EPOCH 2 - PROGRESS: at 72.22% examples, 687080 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:16,523 : INFO : EPOCH 2 - PROGRESS: at 72.57% examples, 687247 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:17,545 : INFO : EPOCH 2 - PROGRESS: at 72.93% examples, 687405 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:18,545 : INFO : EPOCH 2 - PROGRESS: at 73.27% examples, 687562 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:19,548 : INFO : EPOCH 2 - PROGRESS: at 73.60% examples, 687766 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:20,548 : INFO : EPOCH 2 - PROGRESS: at 73.95% examples, 687904 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:21,551 : INFO : EPOCH 2 - PROGRESS: at 74.28% examples, 688012 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:22,565 : INFO : EPOCH 2 - PROGRESS: at 74.64% examples, 688203 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:23,566 : INFO : EPOCH 2 - PROGRESS: at 74.97% examples, 688325 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:32:24,577 : INFO : EPOCH 2 - PROGRESS: at 75.32% examples, 688521 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:25,591 : INFO : EPOCH 2 - PROGRESS: at 75.67% examples, 688617 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:32:26,600 : INFO : EPOCH 2 - PROGRESS: at 76.04% examples, 688781 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:27,606 : INFO : EPOCH 2 - PROGRESS: at 76.39% examples, 688952 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:32:28,618 : INFO : EPOCH 2 - PROGRESS: at 76.75% examples, 689147 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:29,619 : INFO : EPOCH 2 - PROGRESS: at 77.08% examples, 689322 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:30,632 : INFO : EPOCH 2 - PROGRESS: at 77.41% examples, 689464 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:31,633 : INFO : EPOCH 2 - PROGRESS: at 77.78% examples, 689608 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:32,636 : INFO : EPOCH 2 - PROGRESS: at 78.13% examples, 689761 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:32:33,639 : INFO : EPOCH 2 - PROGRESS: at 78.49% examples, 689883 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:34,654 : INFO : EPOCH 2 - PROGRESS: at 78.83% examples, 690054 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:35,681 : INFO : EPOCH 2 - PROGRESS: at 79.19% examples, 690135 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:36,700 : INFO : EPOCH 2 - PROGRESS: at 79.54% examples, 690301 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:37,702 : INFO : EPOCH 2 - PROGRESS: at 79.92% examples, 690447 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:38,714 : INFO : EPOCH 2 - PROGRESS: at 80.24% examples, 690560 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:39,717 : INFO : EPOCH 2 - PROGRESS: at 80.56% examples, 690727 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:40,735 : INFO : EPOCH 2 - PROGRESS: at 80.92% examples, 690861 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:32:41,753 : INFO : EPOCH 2 - PROGRESS: at 81.29% examples, 690984 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:42,761 : INFO : EPOCH 2 - PROGRESS: at 81.61% examples, 691135 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:43,767 : INFO : EPOCH 2 - PROGRESS: at 82.00% examples, 691277 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:44,769 : INFO : EPOCH 2 - PROGRESS: at 82.36% examples, 691360 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:45,776 : INFO : EPOCH 2 - PROGRESS: at 82.73% examples, 691505 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:46,780 : INFO : EPOCH 2 - PROGRESS: at 83.07% examples, 691615 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:32:47,781 : INFO : EPOCH 2 - PROGRESS: at 83.43% examples, 691743 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:48,791 : INFO : EPOCH 2 - PROGRESS: at 83.79% examples, 691837 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:49,795 : INFO : EPOCH 2 - PROGRESS: at 84.12% examples, 691976 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:50,798 : INFO : EPOCH 2 - PROGRESS: at 84.48% examples, 692078 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:51,803 : INFO : EPOCH 2 - PROGRESS: at 84.84% examples, 692166 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:52,814 : INFO : EPOCH 2 - PROGRESS: at 85.21% examples, 692236 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:53,831 : INFO : EPOCH 2 - PROGRESS: at 85.56% examples, 692373 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:54,844 : INFO : EPOCH 2 - PROGRESS: at 85.91% examples, 692502 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:55,848 : INFO : EPOCH 2 - PROGRESS: at 86.24% examples, 692630 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:56,861 : INFO : EPOCH 2 - PROGRESS: at 86.60% examples, 692732 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:32:57,863 : INFO : EPOCH 2 - PROGRESS: at 86.95% examples, 692865 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:58,876 : INFO : EPOCH 2 - PROGRESS: at 87.30% examples, 692985 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:32:59,882 : INFO : EPOCH 2 - PROGRESS: at 87.66% examples, 693083 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:00,885 : INFO : EPOCH 2 - PROGRESS: at 88.01% examples, 693169 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:01,888 : INFO : EPOCH 2 - PROGRESS: at 88.34% examples, 693295 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:02,902 : INFO : EPOCH 2 - PROGRESS: at 88.67% examples, 693402 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:03,920 : INFO : EPOCH 2 - PROGRESS: at 89.01% examples, 693540 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:04,921 : INFO : EPOCH 2 - PROGRESS: at 89.37% examples, 693679 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:05,933 : INFO : EPOCH 2 - PROGRESS: at 89.72% examples, 693750 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:06,943 : INFO : EPOCH 2 - PROGRESS: at 90.04% examples, 693868 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:07,958 : INFO : EPOCH 2 - PROGRESS: at 90.40% examples, 693956 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:08,971 : INFO : EPOCH 2 - PROGRESS: at 90.73% examples, 694063 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:09,988 : INFO : EPOCH 2 - PROGRESS: at 91.05% examples, 694187 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:10,990 : INFO : EPOCH 2 - PROGRESS: at 91.41% examples, 694332 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:33:11,995 : INFO : EPOCH 2 - PROGRESS: at 91.75% examples, 694377 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:12,996 : INFO : EPOCH 2 - PROGRESS: at 92.07% examples, 694559 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:14,002 : INFO : EPOCH 2 - PROGRESS: at 92.45% examples, 694595 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:15,004 : INFO : EPOCH 2 - PROGRESS: at 92.80% examples, 694699 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:16,006 : INFO : EPOCH 2 - PROGRESS: at 93.15% examples, 694792 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:17,017 : INFO : EPOCH 2 - PROGRESS: at 93.47% examples, 694895 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:18,020 : INFO : EPOCH 2 - PROGRESS: at 93.82% examples, 695028 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:19,039 : INFO : EPOCH 2 - PROGRESS: at 94.16% examples, 695079 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:20,040 : INFO : EPOCH 2 - PROGRESS: at 94.52% examples, 695199 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:21,042 : INFO : EPOCH 2 - PROGRESS: at 94.86% examples, 695249 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:22,063 : INFO : EPOCH 2 - PROGRESS: at 95.21% examples, 695359 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:33:23,063 : INFO : EPOCH 2 - PROGRESS: at 95.56% examples, 695471 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:24,078 : INFO : EPOCH 2 - PROGRESS: at 95.92% examples, 695558 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:25,085 : INFO : EPOCH 2 - PROGRESS: at 96.26% examples, 695658 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:26,098 : INFO : EPOCH 2 - PROGRESS: at 96.65% examples, 695729 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:27,101 : INFO : EPOCH 2 - PROGRESS: at 97.01% examples, 695833 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:33:28,107 : INFO : EPOCH 2 - PROGRESS: at 97.34% examples, 695918 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:33:29,113 : INFO : EPOCH 2 - PROGRESS: at 97.70% examples, 696012 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:33:30,121 : INFO : EPOCH 2 - PROGRESS: at 98.06% examples, 696070 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:31,140 : INFO : EPOCH 2 - PROGRESS: at 98.43% examples, 696128 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:32,155 : INFO : EPOCH 2 - PROGRESS: at 98.79% examples, 696233 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:33,158 : INFO : EPOCH 2 - PROGRESS: at 99.15% examples, 696331 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:34,180 : INFO : EPOCH 2 - PROGRESS: at 99.53% examples, 696383 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:35,185 : INFO : EPOCH 2 - PROGRESS: at 99.89% examples, 696475 words/s, in_qsize 8, out_qsize 1
2020-07-24 16:33:35,444 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 16:33:35,446 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 16:33:35,452 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 16:33:35,470 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 16:33:35,471 : INFO : EPOCH - 2 : training on 266822167 raw words (207277254 effective words) took 297.6s, 696516 effective words/s
2020-07-24 16:33:36,479 : INFO : EPOCH 3 - PROGRESS: at 0.32% examples, 711685 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:37,481 : INFO : EPOCH 3 - PROGRESS: at 0.68% examples, 723041 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:38,487 : INFO : EPOCH 3 - PROGRESS: at 1.02% examples, 724760 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:39,502 : INFO : EPOCH 3 - PROGRESS: at 1.37% examples, 722556 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:40,505 : INFO : EPOCH 3 - PROGRESS: at 1.71% examples, 722508 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:41,528 : INFO : EPOCH 3 - PROGRESS: at 2.06% examples, 719419 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:33:42,540 : INFO : EPOCH 3 - PROGRESS: at 2.42% examples, 721269 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:43,545 : INFO : EPOCH 3 - PROGRESS: at 2.75% examples, 721620 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:44,548 : INFO : EPOCH 3 - PROGRESS: at 3.07% examples, 722933 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:45,551 : INFO : EPOCH 3 - PROGRESS: at 3.42% examples, 723980 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:46,568 : INFO : EPOCH 3 - PROGRESS: at 3.76% examples, 723063 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:47,571 : INFO : EPOCH 3 - PROGRESS: at 4.10% examples, 723745 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:48,577 : INFO : EPOCH 3 - PROGRESS: at 4.43% examples, 724549 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:49,580 : INFO : EPOCH 3 - PROGRESS: at 4.80% examples, 724372 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:33:50,595 : INFO : EPOCH 3 - PROGRESS: at 5.15% examples, 723543 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:51,598 : INFO : EPOCH 3 - PROGRESS: at 5.49% examples, 723531 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:52,600 : INFO : EPOCH 3 - PROGRESS: at 5.83% examples, 724281 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:53,601 : INFO : EPOCH 3 - PROGRESS: at 6.17% examples, 723731 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:54,618 : INFO : EPOCH 3 - PROGRESS: at 6.54% examples, 723675 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:55,624 : INFO : EPOCH 3 - PROGRESS: at 6.87% examples, 724046 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:56,638 : INFO : EPOCH 3 - PROGRESS: at 7.22% examples, 723931 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:57,652 : INFO : EPOCH 3 - PROGRESS: at 7.53% examples, 724022 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:58,655 : INFO : EPOCH 3 - PROGRESS: at 7.87% examples, 724231 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:33:59,676 : INFO : EPOCH 3 - PROGRESS: at 8.21% examples, 723710 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:00,677 : INFO : EPOCH 3 - PROGRESS: at 8.56% examples, 723822 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:01,684 : INFO : EPOCH 3 - PROGRESS: at 8.91% examples, 723589 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:02,689 : INFO : EPOCH 3 - PROGRESS: at 9.26% examples, 723861 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:03,693 : INFO : EPOCH 3 - PROGRESS: at 9.62% examples, 723812 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:04,704 : INFO : EPOCH 3 - PROGRESS: at 9.95% examples, 723819 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:05,713 : INFO : EPOCH 3 - PROGRESS: at 10.29% examples, 724425 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:06,715 : INFO : EPOCH 3 - PROGRESS: at 10.63% examples, 723991 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:07,727 : INFO : EPOCH 3 - PROGRESS: at 10.97% examples, 724464 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:08,735 : INFO : EPOCH 3 - PROGRESS: at 11.33% examples, 724480 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:09,738 : INFO : EPOCH 3 - PROGRESS: at 11.67% examples, 724052 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:34:10,740 : INFO : EPOCH 3 - PROGRESS: at 12.02% examples, 724053 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:11,753 : INFO : EPOCH 3 - PROGRESS: at 12.36% examples, 724075 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:12,756 : INFO : EPOCH 3 - PROGRESS: at 12.73% examples, 724260 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:13,763 : INFO : EPOCH 3 - PROGRESS: at 13.08% examples, 724049 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:14,768 : INFO : EPOCH 3 - PROGRESS: at 13.44% examples, 724087 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:34:15,770 : INFO : EPOCH 3 - PROGRESS: at 13.80% examples, 724046 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:34:16,771 : INFO : EPOCH 3 - PROGRESS: at 14.16% examples, 724178 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:17,775 : INFO : EPOCH 3 - PROGRESS: at 14.51% examples, 724224 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:18,780 : INFO : EPOCH 3 - PROGRESS: at 14.86% examples, 724324 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:19,781 : INFO : EPOCH 3 - PROGRESS: at 15.22% examples, 723787 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:20,784 : INFO : EPOCH 3 - PROGRESS: at 15.55% examples, 723283 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:21,795 : INFO : EPOCH 3 - PROGRESS: at 15.88% examples, 722506 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:22,802 : INFO : EPOCH 3 - PROGRESS: at 16.20% examples, 722132 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:23,820 : INFO : EPOCH 3 - PROGRESS: at 16.52% examples, 719816 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:24,839 : INFO : EPOCH 3 - PROGRESS: at 16.83% examples, 717660 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:25,840 : INFO : EPOCH 3 - PROGRESS: at 17.19% examples, 717670 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:26,858 : INFO : EPOCH 3 - PROGRESS: at 17.54% examples, 717772 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:27,860 : INFO : EPOCH 3 - PROGRESS: at 17.89% examples, 717984 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:28,861 : INFO : EPOCH 3 - PROGRESS: at 18.22% examples, 718148 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:29,871 : INFO : EPOCH 3 - PROGRESS: at 18.57% examples, 718019 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:30,898 : INFO : EPOCH 3 - PROGRESS: at 18.93% examples, 717942 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:34:31,912 : INFO : EPOCH 3 - PROGRESS: at 19.33% examples, 717957 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:32,913 : INFO : EPOCH 3 - PROGRESS: at 19.70% examples, 717937 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:33,920 : INFO : EPOCH 3 - PROGRESS: at 20.03% examples, 718070 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:34,923 : INFO : EPOCH 3 - PROGRESS: at 20.38% examples, 718210 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:35,927 : INFO : EPOCH 3 - PROGRESS: at 20.74% examples, 718209 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:36,930 : INFO : EPOCH 3 - PROGRESS: at 21.09% examples, 718470 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:37,942 : INFO : EPOCH 3 - PROGRESS: at 21.42% examples, 718508 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:38,951 : INFO : EPOCH 3 - PROGRESS: at 21.77% examples, 718753 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:39,954 : INFO : EPOCH 3 - PROGRESS: at 22.12% examples, 718765 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:34:40,959 : INFO : EPOCH 3 - PROGRESS: at 22.46% examples, 719127 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:34:41,962 : INFO : EPOCH 3 - PROGRESS: at 22.82% examples, 719478 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:42,966 : INFO : EPOCH 3 - PROGRESS: at 23.18% examples, 719392 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:43,966 : INFO : EPOCH 3 - PROGRESS: at 23.55% examples, 719715 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:44,967 : INFO : EPOCH 3 - PROGRESS: at 23.88% examples, 719801 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:45,973 : INFO : EPOCH 3 - PROGRESS: at 24.22% examples, 719968 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:46,979 : INFO : EPOCH 3 - PROGRESS: at 24.55% examples, 720198 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:47,981 : INFO : EPOCH 3 - PROGRESS: at 24.92% examples, 720236 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:48,983 : INFO : EPOCH 3 - PROGRESS: at 25.27% examples, 720300 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:50,006 : INFO : EPOCH 3 - PROGRESS: at 25.64% examples, 720323 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:51,008 : INFO : EPOCH 3 - PROGRESS: at 25.99% examples, 720484 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:52,010 : INFO : EPOCH 3 - PROGRESS: at 26.35% examples, 720568 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:53,021 : INFO : EPOCH 3 - PROGRESS: at 26.70% examples, 720632 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:34:54,033 : INFO : EPOCH 3 - PROGRESS: at 27.04% examples, 720675 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:55,038 : INFO : EPOCH 3 - PROGRESS: at 27.39% examples, 720844 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:56,041 : INFO : EPOCH 3 - PROGRESS: at 27.77% examples, 720932 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:57,049 : INFO : EPOCH 3 - PROGRESS: at 28.12% examples, 720914 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:34:58,053 : INFO : EPOCH 3 - PROGRESS: at 28.48% examples, 720913 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:34:59,060 : INFO : EPOCH 3 - PROGRESS: at 28.83% examples, 721048 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:00,064 : INFO : EPOCH 3 - PROGRESS: at 29.17% examples, 721096 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:01,076 : INFO : EPOCH 3 - PROGRESS: at 29.55% examples, 721002 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:02,080 : INFO : EPOCH 3 - PROGRESS: at 29.90% examples, 721083 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:03,081 : INFO : EPOCH 3 - PROGRESS: at 30.27% examples, 721150 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:04,083 : INFO : EPOCH 3 - PROGRESS: at 30.64% examples, 721056 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:05,085 : INFO : EPOCH 3 - PROGRESS: at 31.01% examples, 721097 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:35:06,088 : INFO : EPOCH 3 - PROGRESS: at 31.33% examples, 721147 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:07,092 : INFO : EPOCH 3 - PROGRESS: at 31.67% examples, 721102 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:08,102 : INFO : EPOCH 3 - PROGRESS: at 32.01% examples, 721093 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:09,106 : INFO : EPOCH 3 - PROGRESS: at 32.39% examples, 721137 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:10,113 : INFO : EPOCH 3 - PROGRESS: at 32.75% examples, 721052 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:11,121 : INFO : EPOCH 3 - PROGRESS: at 33.12% examples, 721092 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:35:12,123 : INFO : EPOCH 3 - PROGRESS: at 33.47% examples, 721246 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:13,137 : INFO : EPOCH 3 - PROGRESS: at 33.82% examples, 721220 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:14,147 : INFO : EPOCH 3 - PROGRESS: at 34.15% examples, 721288 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:15,169 : INFO : EPOCH 3 - PROGRESS: at 34.51% examples, 721387 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:16,177 : INFO : EPOCH 3 - PROGRESS: at 34.89% examples, 721384 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:17,182 : INFO : EPOCH 3 - PROGRESS: at 35.25% examples, 721429 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:18,189 : INFO : EPOCH 3 - PROGRESS: at 35.62% examples, 721420 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:19,192 : INFO : EPOCH 3 - PROGRESS: at 35.97% examples, 721499 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:20,197 : INFO : EPOCH 3 - PROGRESS: at 36.33% examples, 721406 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:21,203 : INFO : EPOCH 3 - PROGRESS: at 36.63% examples, 721466 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:22,204 : INFO : EPOCH 3 - PROGRESS: at 37.02% examples, 721439 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:23,233 : INFO : EPOCH 3 - PROGRESS: at 37.39% examples, 721416 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:24,255 : INFO : EPOCH 3 - PROGRESS: at 37.72% examples, 721504 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:25,257 : INFO : EPOCH 3 - PROGRESS: at 38.06% examples, 721659 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:26,264 : INFO : EPOCH 3 - PROGRESS: at 38.41% examples, 721626 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:27,273 : INFO : EPOCH 3 - PROGRESS: at 38.75% examples, 721632 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:28,290 : INFO : EPOCH 3 - PROGRESS: at 39.11% examples, 721654 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:29,296 : INFO : EPOCH 3 - PROGRESS: at 39.50% examples, 721594 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:30,305 : INFO : EPOCH 3 - PROGRESS: at 39.85% examples, 721699 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:31,308 : INFO : EPOCH 3 - PROGRESS: at 40.22% examples, 721680 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:35:32,312 : INFO : EPOCH 3 - PROGRESS: at 40.54% examples, 721800 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:33,315 : INFO : EPOCH 3 - PROGRESS: at 40.91% examples, 721796 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:34,316 : INFO : EPOCH 3 - PROGRESS: at 41.26% examples, 721872 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:35,326 : INFO : EPOCH 3 - PROGRESS: at 41.62% examples, 721945 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:36,333 : INFO : EPOCH 3 - PROGRESS: at 41.99% examples, 721905 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:37,340 : INFO : EPOCH 3 - PROGRESS: at 42.35% examples, 721880 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:38,348 : INFO : EPOCH 3 - PROGRESS: at 42.69% examples, 721910 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:39,355 : INFO : EPOCH 3 - PROGRESS: at 43.06% examples, 721816 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:35:40,365 : INFO : EPOCH 3 - PROGRESS: at 43.41% examples, 721860 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:35:41,366 : INFO : EPOCH 3 - PROGRESS: at 43.74% examples, 721801 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:42,369 : INFO : EPOCH 3 - PROGRESS: at 44.11% examples, 721841 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:43,378 : INFO : EPOCH 3 - PROGRESS: at 44.46% examples, 721810 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:44,394 : INFO : EPOCH 3 - PROGRESS: at 44.82% examples, 721786 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:45,408 : INFO : EPOCH 3 - PROGRESS: at 45.18% examples, 721813 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:46,417 : INFO : EPOCH 3 - PROGRESS: at 45.52% examples, 721841 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:47,422 : INFO : EPOCH 3 - PROGRESS: at 45.86% examples, 721850 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:35:48,422 : INFO : EPOCH 3 - PROGRESS: at 46.22% examples, 721835 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:49,437 : INFO : EPOCH 3 - PROGRESS: at 46.58% examples, 721809 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:50,447 : INFO : EPOCH 3 - PROGRESS: at 46.96% examples, 721773 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:51,457 : INFO : EPOCH 3 - PROGRESS: at 47.30% examples, 721870 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:52,457 : INFO : EPOCH 3 - PROGRESS: at 47.67% examples, 721877 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:53,465 : INFO : EPOCH 3 - PROGRESS: at 47.99% examples, 721922 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:54,474 : INFO : EPOCH 3 - PROGRESS: at 48.36% examples, 721905 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:55,475 : INFO : EPOCH 3 - PROGRESS: at 48.70% examples, 721935 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:56,481 : INFO : EPOCH 3 - PROGRESS: at 49.08% examples, 721904 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:57,485 : INFO : EPOCH 3 - PROGRESS: at 49.44% examples, 721887 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:58,487 : INFO : EPOCH 3 - PROGRESS: at 49.79% examples, 721953 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:35:59,494 : INFO : EPOCH 3 - PROGRESS: at 50.12% examples, 722010 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:00,495 : INFO : EPOCH 3 - PROGRESS: at 50.46% examples, 722050 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:01,499 : INFO : EPOCH 3 - PROGRESS: at 50.81% examples, 722106 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:02,502 : INFO : EPOCH 3 - PROGRESS: at 51.15% examples, 722125 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:03,515 : INFO : EPOCH 3 - PROGRESS: at 51.51% examples, 722091 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:36:04,516 : INFO : EPOCH 3 - PROGRESS: at 51.86% examples, 722218 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:05,533 : INFO : EPOCH 3 - PROGRESS: at 52.20% examples, 722152 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:06,551 : INFO : EPOCH 3 - PROGRESS: at 52.55% examples, 722195 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:07,564 : INFO : EPOCH 3 - PROGRESS: at 52.92% examples, 722207 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:08,578 : INFO : EPOCH 3 - PROGRESS: at 53.27% examples, 722187 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:09,586 : INFO : EPOCH 3 - PROGRESS: at 53.63% examples, 722179 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:10,601 : INFO : EPOCH 3 - PROGRESS: at 53.97% examples, 722174 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:11,613 : INFO : EPOCH 3 - PROGRESS: at 54.33% examples, 722224 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:12,630 : INFO : EPOCH 3 - PROGRESS: at 54.70% examples, 722201 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:13,643 : INFO : EPOCH 3 - PROGRESS: at 55.04% examples, 722198 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:14,644 : INFO : EPOCH 3 - PROGRESS: at 55.38% examples, 722263 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:15,660 : INFO : EPOCH 3 - PROGRESS: at 55.74% examples, 722246 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:36:16,662 : INFO : EPOCH 3 - PROGRESS: at 56.08% examples, 722402 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:17,674 : INFO : EPOCH 3 - PROGRESS: at 56.41% examples, 722408 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:18,675 : INFO : EPOCH 3 - PROGRESS: at 56.76% examples, 722487 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:36:19,693 : INFO : EPOCH 3 - PROGRESS: at 57.13% examples, 722392 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:20,695 : INFO : EPOCH 3 - PROGRESS: at 57.50% examples, 722483 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:21,703 : INFO : EPOCH 3 - PROGRESS: at 57.85% examples, 722448 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:22,704 : INFO : EPOCH 3 - PROGRESS: at 58.24% examples, 722391 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:23,709 : INFO : EPOCH 3 - PROGRESS: at 58.62% examples, 722399 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:36:24,713 : INFO : EPOCH 3 - PROGRESS: at 58.98% examples, 722427 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:25,716 : INFO : EPOCH 3 - PROGRESS: at 59.35% examples, 722381 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:26,718 : INFO : EPOCH 3 - PROGRESS: at 59.68% examples, 722350 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:27,720 : INFO : EPOCH 3 - PROGRESS: at 60.04% examples, 722311 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:28,723 : INFO : EPOCH 3 - PROGRESS: at 60.40% examples, 722272 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:29,728 : INFO : EPOCH 3 - PROGRESS: at 60.76% examples, 722322 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:30,731 : INFO : EPOCH 3 - PROGRESS: at 61.11% examples, 722333 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:31,741 : INFO : EPOCH 3 - PROGRESS: at 61.48% examples, 722379 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:32,751 : INFO : EPOCH 3 - PROGRESS: at 61.82% examples, 722412 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:33,766 : INFO : EPOCH 3 - PROGRESS: at 62.15% examples, 722442 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:34,767 : INFO : EPOCH 3 - PROGRESS: at 62.50% examples, 722543 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:35,783 : INFO : EPOCH 3 - PROGRESS: at 62.85% examples, 722558 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:36:36,797 : INFO : EPOCH 3 - PROGRESS: at 63.20% examples, 722574 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:37,806 : INFO : EPOCH 3 - PROGRESS: at 63.57% examples, 722534 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:38,808 : INFO : EPOCH 3 - PROGRESS: at 63.90% examples, 722596 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:39,814 : INFO : EPOCH 3 - PROGRESS: at 64.24% examples, 722615 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:40,814 : INFO : EPOCH 3 - PROGRESS: at 64.60% examples, 722630 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:41,822 : INFO : EPOCH 3 - PROGRESS: at 64.96% examples, 722629 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:42,827 : INFO : EPOCH 3 - PROGRESS: at 65.32% examples, 722623 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:36:43,827 : INFO : EPOCH 3 - PROGRESS: at 65.69% examples, 722598 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:44,830 : INFO : EPOCH 3 - PROGRESS: at 66.04% examples, 722540 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:45,846 : INFO : EPOCH 3 - PROGRESS: at 66.39% examples, 722645 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:46,854 : INFO : EPOCH 3 - PROGRESS: at 66.74% examples, 722682 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:47,855 : INFO : EPOCH 3 - PROGRESS: at 67.10% examples, 722752 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:48,871 : INFO : EPOCH 3 - PROGRESS: at 67.47% examples, 722721 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:49,875 : INFO : EPOCH 3 - PROGRESS: at 67.83% examples, 722776 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:50,880 : INFO : EPOCH 3 - PROGRESS: at 68.21% examples, 722772 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:51,883 : INFO : EPOCH 3 - PROGRESS: at 68.57% examples, 722755 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:52,890 : INFO : EPOCH 3 - PROGRESS: at 68.94% examples, 722774 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:53,894 : INFO : EPOCH 3 - PROGRESS: at 69.29% examples, 722804 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:54,896 : INFO : EPOCH 3 - PROGRESS: at 69.63% examples, 722889 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:55,899 : INFO : EPOCH 3 - PROGRESS: at 69.98% examples, 722826 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:56,905 : INFO : EPOCH 3 - PROGRESS: at 70.35% examples, 722831 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:57,918 : INFO : EPOCH 3 - PROGRESS: at 70.69% examples, 722778 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:58,933 : INFO : EPOCH 3 - PROGRESS: at 71.04% examples, 722873 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:36:59,935 : INFO : EPOCH 3 - PROGRESS: at 71.37% examples, 722656 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:00,939 : INFO : EPOCH 3 - PROGRESS: at 71.72% examples, 722452 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:01,947 : INFO : EPOCH 3 - PROGRESS: at 72.06% examples, 722338 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:02,949 : INFO : EPOCH 3 - PROGRESS: at 72.39% examples, 722202 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:03,955 : INFO : EPOCH 3 - PROGRESS: at 72.65% examples, 721587 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:04,956 : INFO : EPOCH 3 - PROGRESS: at 72.97% examples, 721185 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:05,963 : INFO : EPOCH 3 - PROGRESS: at 73.30% examples, 721165 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:06,974 : INFO : EPOCH 3 - PROGRESS: at 73.65% examples, 721217 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:07,980 : INFO : EPOCH 3 - PROGRESS: at 74.00% examples, 721227 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:09,006 : INFO : EPOCH 3 - PROGRESS: at 74.34% examples, 721185 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:37:10,010 : INFO : EPOCH 3 - PROGRESS: at 74.69% examples, 721247 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:11,016 : INFO : EPOCH 3 - PROGRESS: at 75.03% examples, 721268 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:12,024 : INFO : EPOCH 3 - PROGRESS: at 75.38% examples, 721277 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:13,038 : INFO : EPOCH 3 - PROGRESS: at 75.73% examples, 721245 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:37:14,045 : INFO : EPOCH 3 - PROGRESS: at 76.10% examples, 721299 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:15,052 : INFO : EPOCH 3 - PROGRESS: at 76.44% examples, 721325 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:16,054 : INFO : EPOCH 3 - PROGRESS: at 76.80% examples, 721343 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:17,065 : INFO : EPOCH 3 - PROGRESS: at 77.13% examples, 721378 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:18,068 : INFO : EPOCH 3 - PROGRESS: at 77.47% examples, 721447 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:19,072 : INFO : EPOCH 3 - PROGRESS: at 77.84% examples, 721436 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:20,084 : INFO : EPOCH 3 - PROGRESS: at 78.18% examples, 721461 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:21,088 : INFO : EPOCH 3 - PROGRESS: at 78.55% examples, 721448 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:22,109 : INFO : EPOCH 3 - PROGRESS: at 78.90% examples, 721464 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:23,122 : INFO : EPOCH 3 - PROGRESS: at 79.26% examples, 721500 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:24,123 : INFO : EPOCH 3 - PROGRESS: at 79.61% examples, 721546 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:25,128 : INFO : EPOCH 3 - PROGRESS: at 79.98% examples, 721498 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:26,145 : INFO : EPOCH 3 - PROGRESS: at 80.31% examples, 721537 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:27,164 : INFO : EPOCH 3 - PROGRESS: at 80.63% examples, 721565 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:28,165 : INFO : EPOCH 3 - PROGRESS: at 80.99% examples, 721583 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:29,169 : INFO : EPOCH 3 - PROGRESS: at 81.34% examples, 721611 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:30,171 : INFO : EPOCH 3 - PROGRESS: at 81.68% examples, 721605 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:31,176 : INFO : EPOCH 3 - PROGRESS: at 82.06% examples, 721567 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:32,181 : INFO : EPOCH 3 - PROGRESS: at 82.43% examples, 721612 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:37:33,192 : INFO : EPOCH 3 - PROGRESS: at 82.78% examples, 721617 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:34,198 : INFO : EPOCH 3 - PROGRESS: at 83.15% examples, 721652 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:35,204 : INFO : EPOCH 3 - PROGRESS: at 83.50% examples, 721567 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:36,218 : INFO : EPOCH 3 - PROGRESS: at 83.84% examples, 721589 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:37,223 : INFO : EPOCH 3 - PROGRESS: at 84.19% examples, 721604 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:38,235 : INFO : EPOCH 3 - PROGRESS: at 84.55% examples, 721555 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:39,235 : INFO : EPOCH 3 - PROGRESS: at 84.91% examples, 721555 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:40,236 : INFO : EPOCH 3 - PROGRESS: at 85.27% examples, 721564 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:41,237 : INFO : EPOCH 3 - PROGRESS: at 85.62% examples, 721563 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:42,248 : INFO : EPOCH 3 - PROGRESS: at 85.97% examples, 721549 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:43,257 : INFO : EPOCH 3 - PROGRESS: at 86.30% examples, 721582 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:44,258 : INFO : EPOCH 3 - PROGRESS: at 86.64% examples, 721442 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:45,273 : INFO : EPOCH 3 - PROGRESS: at 86.96% examples, 721172 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:46,282 : INFO : EPOCH 3 - PROGRESS: at 87.29% examples, 720906 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:47,283 : INFO : EPOCH 3 - PROGRESS: at 87.61% examples, 720663 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:48,286 : INFO : EPOCH 3 - PROGRESS: at 87.92% examples, 720366 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:37:49,290 : INFO : EPOCH 3 - PROGRESS: at 88.23% examples, 720155 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:50,293 : INFO : EPOCH 3 - PROGRESS: at 88.52% examples, 719943 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:51,304 : INFO : EPOCH 3 - PROGRESS: at 88.85% examples, 719695 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:52,312 : INFO : EPOCH 3 - PROGRESS: at 89.15% examples, 719486 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:53,317 : INFO : EPOCH 3 - PROGRESS: at 89.48% examples, 719250 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:54,321 : INFO : EPOCH 3 - PROGRESS: at 89.79% examples, 718967 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:55,327 : INFO : EPOCH 3 - PROGRESS: at 90.08% examples, 718738 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:56,331 : INFO : EPOCH 3 - PROGRESS: at 90.40% examples, 718519 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:57,331 : INFO : EPOCH 3 - PROGRESS: at 90.71% examples, 718280 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:37:58,334 : INFO : EPOCH 3 - PROGRESS: at 91.01% examples, 718129 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:37:59,344 : INFO : EPOCH 3 - PROGRESS: at 91.32% examples, 717922 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:00,350 : INFO : EPOCH 3 - PROGRESS: at 91.65% examples, 717667 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:38:01,353 : INFO : EPOCH 3 - PROGRESS: at 91.94% examples, 717458 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:02,368 : INFO : EPOCH 3 - PROGRESS: at 92.27% examples, 717262 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:38:03,372 : INFO : EPOCH 3 - PROGRESS: at 92.60% examples, 717047 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:04,378 : INFO : EPOCH 3 - PROGRESS: at 92.90% examples, 716853 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:05,388 : INFO : EPOCH 3 - PROGRESS: at 93.24% examples, 716608 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:06,392 : INFO : EPOCH 3 - PROGRESS: at 93.54% examples, 716437 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:38:07,398 : INFO : EPOCH 3 - PROGRESS: at 93.85% examples, 716226 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:08,399 : INFO : EPOCH 3 - PROGRESS: at 94.16% examples, 716019 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:09,400 : INFO : EPOCH 3 - PROGRESS: at 94.50% examples, 715780 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:10,411 : INFO : EPOCH 3 - PROGRESS: at 94.80% examples, 715601 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:11,413 : INFO : EPOCH 3 - PROGRESS: at 95.11% examples, 715376 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:12,432 : INFO : EPOCH 3 - PROGRESS: at 95.44% examples, 715158 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:13,442 : INFO : EPOCH 3 - PROGRESS: at 95.78% examples, 714971 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:14,444 : INFO : EPOCH 3 - PROGRESS: at 96.08% examples, 714766 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:15,451 : INFO : EPOCH 3 - PROGRESS: at 96.41% examples, 714546 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:38:16,456 : INFO : EPOCH 3 - PROGRESS: at 96.74% examples, 714315 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:17,457 : INFO : EPOCH 3 - PROGRESS: at 97.07% examples, 714140 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:18,466 : INFO : EPOCH 3 - PROGRESS: at 97.37% examples, 713926 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:19,470 : INFO : EPOCH 3 - PROGRESS: at 97.71% examples, 713771 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:20,474 : INFO : EPOCH 3 - PROGRESS: at 98.03% examples, 713538 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:38:21,476 : INFO : EPOCH 3 - PROGRESS: at 98.38% examples, 713351 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:22,485 : INFO : EPOCH 3 - PROGRESS: at 98.70% examples, 713147 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:23,492 : INFO : EPOCH 3 - PROGRESS: at 99.03% examples, 712965 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:24,496 : INFO : EPOCH 3 - PROGRESS: at 99.37% examples, 712767 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:25,496 : INFO : EPOCH 3 - PROGRESS: at 99.71% examples, 712567 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:26,383 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 16:38:26,385 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 16:38:26,389 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 16:38:26,414 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 16:38:26,415 : INFO : EPOCH - 3 : training on 266822167 raw words (207265550 effective words) took 290.9s, 712407 effective words/s
2020-07-24 16:38:27,421 : INFO : EPOCH 4 - PROGRESS: at 0.29% examples, 646233 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:28,433 : INFO : EPOCH 4 - PROGRESS: at 0.61% examples, 658028 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:29,437 : INFO : EPOCH 4 - PROGRESS: at 0.93% examples, 664040 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:30,440 : INFO : EPOCH 4 - PROGRESS: at 1.25% examples, 660253 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:38:31,441 : INFO : EPOCH 4 - PROGRESS: at 1.56% examples, 660057 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:32,460 : INFO : EPOCH 4 - PROGRESS: at 1.88% examples, 659026 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:33,463 : INFO : EPOCH 4 - PROGRESS: at 2.21% examples, 660118 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:34,483 : INFO : EPOCH 4 - PROGRESS: at 2.52% examples, 659132 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:38:35,504 : INFO : EPOCH 4 - PROGRESS: at 2.82% examples, 659331 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:36,527 : INFO : EPOCH 4 - PROGRESS: at 3.12% examples, 660236 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:37,527 : INFO : EPOCH 4 - PROGRESS: at 3.44% examples, 660496 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:38,532 : INFO : EPOCH 4 - PROGRESS: at 3.75% examples, 660811 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:38:39,539 : INFO : EPOCH 4 - PROGRESS: at 4.06% examples, 660667 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:40,564 : INFO : EPOCH 4 - PROGRESS: at 4.37% examples, 659986 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:38:41,567 : INFO : EPOCH 4 - PROGRESS: at 4.69% examples, 660149 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:42,578 : INFO : EPOCH 4 - PROGRESS: at 5.01% examples, 659116 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:43,591 : INFO : EPOCH 4 - PROGRESS: at 5.33% examples, 658667 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:44,594 : INFO : EPOCH 4 - PROGRESS: at 5.63% examples, 659516 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:45,596 : INFO : EPOCH 4 - PROGRESS: at 5.94% examples, 659009 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:46,613 : INFO : EPOCH 4 - PROGRESS: at 6.27% examples, 658546 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:47,623 : INFO : EPOCH 4 - PROGRESS: at 6.60% examples, 658693 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:48,638 : INFO : EPOCH 4 - PROGRESS: at 6.90% examples, 658716 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:49,644 : INFO : EPOCH 4 - PROGRESS: at 7.21% examples, 659285 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:50,652 : INFO : EPOCH 4 - PROGRESS: at 7.50% examples, 659292 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:51,656 : INFO : EPOCH 4 - PROGRESS: at 7.81% examples, 659201 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:52,678 : INFO : EPOCH 4 - PROGRESS: at 8.11% examples, 659429 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:53,681 : INFO : EPOCH 4 - PROGRESS: at 8.44% examples, 659326 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:54,682 : INFO : EPOCH 4 - PROGRESS: at 8.75% examples, 658917 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:55,683 : INFO : EPOCH 4 - PROGRESS: at 9.08% examples, 658971 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:56,685 : INFO : EPOCH 4 - PROGRESS: at 9.39% examples, 659251 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:57,690 : INFO : EPOCH 4 - PROGRESS: at 9.70% examples, 659278 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:38:58,692 : INFO : EPOCH 4 - PROGRESS: at 10.01% examples, 659268 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:38:59,694 : INFO : EPOCH 4 - PROGRESS: at 10.31% examples, 659318 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:00,716 : INFO : EPOCH 4 - PROGRESS: at 10.62% examples, 659201 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:01,723 : INFO : EPOCH 4 - PROGRESS: at 10.93% examples, 659756 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:02,748 : INFO : EPOCH 4 - PROGRESS: at 11.26% examples, 659652 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:03,755 : INFO : EPOCH 4 - PROGRESS: at 11.58% examples, 659748 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:39:04,761 : INFO : EPOCH 4 - PROGRESS: at 11.91% examples, 659726 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:05,765 : INFO : EPOCH 4 - PROGRESS: at 12.21% examples, 659829 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:39:06,785 : INFO : EPOCH 4 - PROGRESS: at 12.54% examples, 659691 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:07,788 : INFO : EPOCH 4 - PROGRESS: at 12.87% examples, 659632 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:08,795 : INFO : EPOCH 4 - PROGRESS: at 13.21% examples, 659431 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:09,797 : INFO : EPOCH 4 - PROGRESS: at 13.52% examples, 659585 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:10,805 : INFO : EPOCH 4 - PROGRESS: at 13.85% examples, 659681 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:11,816 : INFO : EPOCH 4 - PROGRESS: at 14.17% examples, 659604 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:39:12,836 : INFO : EPOCH 4 - PROGRESS: at 14.50% examples, 659822 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:13,839 : INFO : EPOCH 4 - PROGRESS: at 14.82% examples, 659944 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:14,840 : INFO : EPOCH 4 - PROGRESS: at 15.16% examples, 659612 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:15,845 : INFO : EPOCH 4 - PROGRESS: at 15.47% examples, 659958 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:39:16,853 : INFO : EPOCH 4 - PROGRESS: at 15.78% examples, 659781 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:17,854 : INFO : EPOCH 4 - PROGRESS: at 16.09% examples, 659925 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:18,867 : INFO : EPOCH 4 - PROGRESS: at 16.41% examples, 659874 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:19,882 : INFO : EPOCH 4 - PROGRESS: at 16.75% examples, 659623 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:20,905 : INFO : EPOCH 4 - PROGRESS: at 17.09% examples, 659539 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:39:21,918 : INFO : EPOCH 4 - PROGRESS: at 17.41% examples, 659555 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:22,922 : INFO : EPOCH 4 - PROGRESS: at 17.73% examples, 659506 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:23,930 : INFO : EPOCH 4 - PROGRESS: at 18.03% examples, 659403 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:24,945 : INFO : EPOCH 4 - PROGRESS: at 18.36% examples, 659416 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:25,953 : INFO : EPOCH 4 - PROGRESS: at 18.67% examples, 659456 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:26,957 : INFO : EPOCH 4 - PROGRESS: at 19.00% examples, 659515 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:27,968 : INFO : EPOCH 4 - PROGRESS: at 19.35% examples, 659220 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:28,976 : INFO : EPOCH 4 - PROGRESS: at 19.69% examples, 659088 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:29,997 : INFO : EPOCH 4 - PROGRESS: at 20.00% examples, 659054 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:39:31,015 : INFO : EPOCH 4 - PROGRESS: at 20.32% examples, 659117 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:32,021 : INFO : EPOCH 4 - PROGRESS: at 20.66% examples, 659196 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:33,040 : INFO : EPOCH 4 - PROGRESS: at 20.99% examples, 659049 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:34,050 : INFO : EPOCH 4 - PROGRESS: at 21.28% examples, 659249 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:35,052 : INFO : EPOCH 4 - PROGRESS: at 21.59% examples, 659136 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:36,054 : INFO : EPOCH 4 - PROGRESS: at 21.90% examples, 659225 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:37,055 : INFO : EPOCH 4 - PROGRESS: at 22.22% examples, 659207 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:38,056 : INFO : EPOCH 4 - PROGRESS: at 22.52% examples, 659349 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:39,082 : INFO : EPOCH 4 - PROGRESS: at 22.86% examples, 659287 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:39:40,089 : INFO : EPOCH 4 - PROGRESS: at 23.17% examples, 658775 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:41,098 : INFO : EPOCH 4 - PROGRESS: at 23.49% examples, 658371 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:42,102 : INFO : EPOCH 4 - PROGRESS: at 23.78% examples, 657923 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:43,122 : INFO : EPOCH 4 - PROGRESS: at 24.07% examples, 657711 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:44,135 : INFO : EPOCH 4 - PROGRESS: at 24.34% examples, 656787 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:45,136 : INFO : EPOCH 4 - PROGRESS: at 24.67% examples, 656895 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:46,137 : INFO : EPOCH 4 - PROGRESS: at 25.03% examples, 657860 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:47,140 : INFO : EPOCH 4 - PROGRESS: at 25.39% examples, 658804 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:48,151 : INFO : EPOCH 4 - PROGRESS: at 25.75% examples, 659538 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:49,159 : INFO : EPOCH 4 - PROGRESS: at 26.09% examples, 660398 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:39:50,161 : INFO : EPOCH 4 - PROGRESS: at 26.45% examples, 661086 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:51,162 : INFO : EPOCH 4 - PROGRESS: at 26.80% examples, 661906 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:52,165 : INFO : EPOCH 4 - PROGRESS: at 27.14% examples, 662676 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:53,165 : INFO : EPOCH 4 - PROGRESS: at 27.49% examples, 663482 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:54,167 : INFO : EPOCH 4 - PROGRESS: at 27.86% examples, 664259 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:55,195 : INFO : EPOCH 4 - PROGRESS: at 28.25% examples, 664862 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:56,201 : INFO : EPOCH 4 - PROGRESS: at 28.59% examples, 665553 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:57,206 : INFO : EPOCH 4 - PROGRESS: at 28.93% examples, 666229 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:58,212 : INFO : EPOCH 4 - PROGRESS: at 29.28% examples, 666918 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:39:59,214 : INFO : EPOCH 4 - PROGRESS: at 29.65% examples, 667571 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:00,217 : INFO : EPOCH 4 - PROGRESS: at 30.01% examples, 668097 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:01,217 : INFO : EPOCH 4 - PROGRESS: at 30.39% examples, 668649 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:40:02,224 : INFO : EPOCH 4 - PROGRESS: at 30.75% examples, 669237 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:03,228 : INFO : EPOCH 4 - PROGRESS: at 31.11% examples, 669790 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:40:04,230 : INFO : EPOCH 4 - PROGRESS: at 31.44% examples, 670395 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:05,252 : INFO : EPOCH 4 - PROGRESS: at 31.77% examples, 670909 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:06,267 : INFO : EPOCH 4 - PROGRESS: at 32.14% examples, 671458 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:07,287 : INFO : EPOCH 4 - PROGRESS: at 32.52% examples, 671963 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:08,295 : INFO : EPOCH 4 - PROGRESS: at 32.89% examples, 672490 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:40:09,299 : INFO : EPOCH 4 - PROGRESS: at 33.24% examples, 673083 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:10,302 : INFO : EPOCH 4 - PROGRESS: at 33.59% examples, 673779 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:11,305 : INFO : EPOCH 4 - PROGRESS: at 33.94% examples, 674204 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:12,312 : INFO : EPOCH 4 - PROGRESS: at 34.29% examples, 674709 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:40:13,313 : INFO : EPOCH 4 - PROGRESS: at 34.65% examples, 675214 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:14,314 : INFO : EPOCH 4 - PROGRESS: at 35.01% examples, 675602 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:15,318 : INFO : EPOCH 4 - PROGRESS: at 35.39% examples, 675884 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:16,337 : INFO : EPOCH 4 - PROGRESS: at 35.73% examples, 676433 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:40:17,340 : INFO : EPOCH 4 - PROGRESS: at 36.09% examples, 676854 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:18,343 : INFO : EPOCH 4 - PROGRESS: at 36.44% examples, 677235 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:19,348 : INFO : EPOCH 4 - PROGRESS: at 36.79% examples, 677697 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:20,355 : INFO : EPOCH 4 - PROGRESS: at 37.14% examples, 678162 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:21,376 : INFO : EPOCH 4 - PROGRESS: at 37.51% examples, 678573 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:22,385 : INFO : EPOCH 4 - PROGRESS: at 37.83% examples, 679041 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:23,393 : INFO : EPOCH 4 - PROGRESS: at 38.16% examples, 679285 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:24,395 : INFO : EPOCH 4 - PROGRESS: at 38.52% examples, 679733 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:25,396 : INFO : EPOCH 4 - PROGRESS: at 38.85% examples, 680142 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:26,398 : INFO : EPOCH 4 - PROGRESS: at 39.23% examples, 680492 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:27,417 : INFO : EPOCH 4 - PROGRESS: at 39.62% examples, 680739 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:28,417 : INFO : EPOCH 4 - PROGRESS: at 39.98% examples, 681193 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:29,421 : INFO : EPOCH 4 - PROGRESS: at 40.31% examples, 681503 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:40:30,426 : INFO : EPOCH 4 - PROGRESS: at 40.65% examples, 681900 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:31,446 : INFO : EPOCH 4 - PROGRESS: at 41.02% examples, 682206 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:40:32,450 : INFO : EPOCH 4 - PROGRESS: at 41.39% examples, 682661 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:40:33,459 : INFO : EPOCH 4 - PROGRESS: at 41.73% examples, 682972 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:34,485 : INFO : EPOCH 4 - PROGRESS: at 42.11% examples, 683277 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:35,487 : INFO : EPOCH 4 - PROGRESS: at 42.46% examples, 683667 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:36,499 : INFO : EPOCH 4 - PROGRESS: at 42.83% examples, 683956 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:37,508 : INFO : EPOCH 4 - PROGRESS: at 43.19% examples, 684245 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:38,510 : INFO : EPOCH 4 - PROGRESS: at 43.54% examples, 684593 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:39,512 : INFO : EPOCH 4 - PROGRESS: at 43.88% examples, 684954 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:40,514 : INFO : EPOCH 4 - PROGRESS: at 44.24% examples, 685184 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:41,527 : INFO : EPOCH 4 - PROGRESS: at 44.61% examples, 685471 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:40:42,533 : INFO : EPOCH 4 - PROGRESS: at 44.95% examples, 685775 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:43,536 : INFO : EPOCH 4 - PROGRESS: at 45.30% examples, 686077 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:44,545 : INFO : EPOCH 4 - PROGRESS: at 45.66% examples, 686443 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:45,548 : INFO : EPOCH 4 - PROGRESS: at 46.01% examples, 686683 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:46,563 : INFO : EPOCH 4 - PROGRESS: at 46.38% examples, 686922 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:47,594 : INFO : EPOCH 4 - PROGRESS: at 46.75% examples, 687206 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:48,600 : INFO : EPOCH 4 - PROGRESS: at 47.11% examples, 687537 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:49,613 : INFO : EPOCH 4 - PROGRESS: at 47.47% examples, 687843 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:50,626 : INFO : EPOCH 4 - PROGRESS: at 47.81% examples, 688125 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:40:51,629 : INFO : EPOCH 4 - PROGRESS: at 48.18% examples, 688361 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:52,635 : INFO : EPOCH 4 - PROGRESS: at 48.52% examples, 688607 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:53,658 : INFO : EPOCH 4 - PROGRESS: at 48.90% examples, 688815 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:54,666 : INFO : EPOCH 4 - PROGRESS: at 49.26% examples, 689034 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:55,667 : INFO : EPOCH 4 - PROGRESS: at 49.61% examples, 689240 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:56,668 : INFO : EPOCH 4 - PROGRESS: at 49.95% examples, 689540 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:57,676 : INFO : EPOCH 4 - PROGRESS: at 50.28% examples, 689782 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:58,680 : INFO : EPOCH 4 - PROGRESS: at 50.63% examples, 690005 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:40:59,686 : INFO : EPOCH 4 - PROGRESS: at 50.97% examples, 690250 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:00,697 : INFO : EPOCH 4 - PROGRESS: at 51.33% examples, 690421 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:41:01,703 : INFO : EPOCH 4 - PROGRESS: at 51.66% examples, 690661 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:02,706 : INFO : EPOCH 4 - PROGRESS: at 52.01% examples, 690902 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:03,709 : INFO : EPOCH 4 - PROGRESS: at 52.37% examples, 691154 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:04,709 : INFO : EPOCH 4 - PROGRESS: at 52.71% examples, 691399 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:05,722 : INFO : EPOCH 4 - PROGRESS: at 53.08% examples, 691500 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:06,744 : INFO : EPOCH 4 - PROGRESS: at 53.43% examples, 691748 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:07,752 : INFO : EPOCH 4 - PROGRESS: at 53.78% examples, 691897 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:41:08,758 : INFO : EPOCH 4 - PROGRESS: at 54.13% examples, 692130 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:09,780 : INFO : EPOCH 4 - PROGRESS: at 54.51% examples, 692323 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:10,781 : INFO : EPOCH 4 - PROGRESS: at 54.85% examples, 692506 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:11,784 : INFO : EPOCH 4 - PROGRESS: at 55.18% examples, 692705 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:12,793 : INFO : EPOCH 4 - PROGRESS: at 55.54% examples, 692932 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:13,802 : INFO : EPOCH 4 - PROGRESS: at 55.86% examples, 693197 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:14,808 : INFO : EPOCH 4 - PROGRESS: at 56.21% examples, 693433 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:15,822 : INFO : EPOCH 4 - PROGRESS: at 56.56% examples, 693644 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:16,822 : INFO : EPOCH 4 - PROGRESS: at 56.91% examples, 693855 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:41:17,826 : INFO : EPOCH 4 - PROGRESS: at 57.29% examples, 693984 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:18,829 : INFO : EPOCH 4 - PROGRESS: at 57.65% examples, 694119 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:19,832 : INFO : EPOCH 4 - PROGRESS: at 58.03% examples, 694296 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:20,836 : INFO : EPOCH 4 - PROGRESS: at 58.41% examples, 694422 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:21,842 : INFO : EPOCH 4 - PROGRESS: at 58.77% examples, 694575 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:22,848 : INFO : EPOCH 4 - PROGRESS: at 59.14% examples, 694778 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:23,858 : INFO : EPOCH 4 - PROGRESS: at 59.49% examples, 694899 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:24,877 : INFO : EPOCH 4 - PROGRESS: at 59.86% examples, 695086 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:25,904 : INFO : EPOCH 4 - PROGRESS: at 60.23% examples, 695159 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:26,910 : INFO : EPOCH 4 - PROGRESS: at 60.58% examples, 695382 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:27,921 : INFO : EPOCH 4 - PROGRESS: at 60.92% examples, 695556 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:41:28,932 : INFO : EPOCH 4 - PROGRESS: at 61.30% examples, 695675 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:29,957 : INFO : EPOCH 4 - PROGRESS: at 61.65% examples, 695836 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:30,958 : INFO : EPOCH 4 - PROGRESS: at 61.98% examples, 696052 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:31,962 : INFO : EPOCH 4 - PROGRESS: at 62.32% examples, 696217 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:32,964 : INFO : EPOCH 4 - PROGRESS: at 62.66% examples, 696383 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:33,967 : INFO : EPOCH 4 - PROGRESS: at 63.00% examples, 696569 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:34,980 : INFO : EPOCH 4 - PROGRESS: at 63.39% examples, 696727 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:35,985 : INFO : EPOCH 4 - PROGRESS: at 63.73% examples, 696938 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:36,993 : INFO : EPOCH 4 - PROGRESS: at 64.07% examples, 697111 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:38,001 : INFO : EPOCH 4 - PROGRESS: at 64.42% examples, 697258 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:39,006 : INFO : EPOCH 4 - PROGRESS: at 64.78% examples, 697387 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:40,012 : INFO : EPOCH 4 - PROGRESS: at 65.15% examples, 697527 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:41:41,014 : INFO : EPOCH 4 - PROGRESS: at 65.52% examples, 697681 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:42,024 : INFO : EPOCH 4 - PROGRESS: at 65.88% examples, 697792 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:43,028 : INFO : EPOCH 4 - PROGRESS: at 66.23% examples, 698012 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:44,030 : INFO : EPOCH 4 - PROGRESS: at 66.57% examples, 698179 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:45,033 : INFO : EPOCH 4 - PROGRESS: at 66.91% examples, 698298 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:46,045 : INFO : EPOCH 4 - PROGRESS: at 67.29% examples, 698418 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:47,068 : INFO : EPOCH 4 - PROGRESS: at 67.65% examples, 698547 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:48,069 : INFO : EPOCH 4 - PROGRESS: at 68.03% examples, 698726 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:49,077 : INFO : EPOCH 4 - PROGRESS: at 68.40% examples, 698749 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:41:50,079 : INFO : EPOCH 4 - PROGRESS: at 68.76% examples, 698895 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:51,091 : INFO : EPOCH 4 - PROGRESS: at 69.12% examples, 699054 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:41:52,110 : INFO : EPOCH 4 - PROGRESS: at 69.45% examples, 699186 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:41:53,117 : INFO : EPOCH 4 - PROGRESS: at 69.83% examples, 699311 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:54,124 : INFO : EPOCH 4 - PROGRESS: at 70.18% examples, 699432 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:55,125 : INFO : EPOCH 4 - PROGRESS: at 70.53% examples, 699510 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:56,145 : INFO : EPOCH 4 - PROGRESS: at 70.88% examples, 699704 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:41:57,151 : INFO : EPOCH 4 - PROGRESS: at 71.24% examples, 699870 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:58,159 : INFO : EPOCH 4 - PROGRESS: at 71.62% examples, 699915 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:41:59,162 : INFO : EPOCH 4 - PROGRESS: at 71.95% examples, 700057 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:00,173 : INFO : EPOCH 4 - PROGRESS: at 72.28% examples, 700148 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:01,180 : INFO : EPOCH 4 - PROGRESS: at 72.62% examples, 700299 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:02,188 : INFO : EPOCH 4 - PROGRESS: at 72.99% examples, 700406 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:42:03,189 : INFO : EPOCH 4 - PROGRESS: at 73.32% examples, 700526 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:42:04,190 : INFO : EPOCH 4 - PROGRESS: at 73.66% examples, 700626 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:05,202 : INFO : EPOCH 4 - PROGRESS: at 74.02% examples, 700718 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:06,205 : INFO : EPOCH 4 - PROGRESS: at 74.36% examples, 700848 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:07,219 : INFO : EPOCH 4 - PROGRESS: at 74.71% examples, 700978 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:08,229 : INFO : EPOCH 4 - PROGRESS: at 75.05% examples, 701117 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:09,245 : INFO : EPOCH 4 - PROGRESS: at 75.40% examples, 701229 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:10,250 : INFO : EPOCH 4 - PROGRESS: at 75.76% examples, 701338 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:11,266 : INFO : EPOCH 4 - PROGRESS: at 76.13% examples, 701403 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:42:12,275 : INFO : EPOCH 4 - PROGRESS: at 76.47% examples, 701558 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:13,276 : INFO : EPOCH 4 - PROGRESS: at 76.83% examples, 701673 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:14,282 : INFO : EPOCH 4 - PROGRESS: at 77.16% examples, 701785 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:15,285 : INFO : EPOCH 4 - PROGRESS: at 77.50% examples, 701955 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:16,306 : INFO : EPOCH 4 - PROGRESS: at 77.87% examples, 702014 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:17,314 : INFO : EPOCH 4 - PROGRESS: at 78.22% examples, 702096 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:18,316 : INFO : EPOCH 4 - PROGRESS: at 78.59% examples, 702205 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:19,324 : INFO : EPOCH 4 - PROGRESS: at 78.92% examples, 702239 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:20,345 : INFO : EPOCH 4 - PROGRESS: at 79.26% examples, 702150 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:21,354 : INFO : EPOCH 4 - PROGRESS: at 79.60% examples, 702154 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:22,377 : INFO : EPOCH 4 - PROGRESS: at 79.97% examples, 702061 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:23,398 : INFO : EPOCH 4 - PROGRESS: at 80.25% examples, 701840 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:24,418 : INFO : EPOCH 4 - PROGRESS: at 80.50% examples, 701371 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:25,426 : INFO : EPOCH 4 - PROGRESS: at 80.86% examples, 701451 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:26,440 : INFO : EPOCH 4 - PROGRESS: at 81.23% examples, 701589 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:27,441 : INFO : EPOCH 4 - PROGRESS: at 81.57% examples, 701732 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:28,457 : INFO : EPOCH 4 - PROGRESS: at 81.94% examples, 701799 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:29,457 : INFO : EPOCH 4 - PROGRESS: at 82.31% examples, 701917 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:30,462 : INFO : EPOCH 4 - PROGRESS: at 82.68% examples, 702025 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:42:31,464 : INFO : EPOCH 4 - PROGRESS: at 83.03% examples, 702094 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:32,474 : INFO : EPOCH 4 - PROGRESS: at 83.39% examples, 702223 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:33,487 : INFO : EPOCH 4 - PROGRESS: at 83.76% examples, 702330 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:34,499 : INFO : EPOCH 4 - PROGRESS: at 84.10% examples, 702438 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:35,526 : INFO : EPOCH 4 - PROGRESS: at 84.45% examples, 702528 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:36,527 : INFO : EPOCH 4 - PROGRESS: at 84.83% examples, 702623 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:37,536 : INFO : EPOCH 4 - PROGRESS: at 85.21% examples, 702713 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:38,540 : INFO : EPOCH 4 - PROGRESS: at 85.55% examples, 702800 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:42:39,553 : INFO : EPOCH 4 - PROGRESS: at 85.90% examples, 702907 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:40,559 : INFO : EPOCH 4 - PROGRESS: at 86.24% examples, 703060 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:41,564 : INFO : EPOCH 4 - PROGRESS: at 86.60% examples, 703141 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:42,583 : INFO : EPOCH 4 - PROGRESS: at 86.96% examples, 703272 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:43,588 : INFO : EPOCH 4 - PROGRESS: at 87.31% examples, 703347 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:44,606 : INFO : EPOCH 4 - PROGRESS: at 87.67% examples, 703412 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:45,608 : INFO : EPOCH 4 - PROGRESS: at 88.02% examples, 703509 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:46,628 : INFO : EPOCH 4 - PROGRESS: at 88.36% examples, 703610 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:47,639 : INFO : EPOCH 4 - PROGRESS: at 88.70% examples, 703729 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:48,660 : INFO : EPOCH 4 - PROGRESS: at 89.03% examples, 703787 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:42:49,667 : INFO : EPOCH 4 - PROGRESS: at 89.40% examples, 703913 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:50,668 : INFO : EPOCH 4 - PROGRESS: at 89.75% examples, 703961 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:42:51,673 : INFO : EPOCH 4 - PROGRESS: at 90.07% examples, 704033 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:52,691 : INFO : EPOCH 4 - PROGRESS: at 90.42% examples, 704091 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:53,691 : INFO : EPOCH 4 - PROGRESS: at 90.75% examples, 704207 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:54,694 : INFO : EPOCH 4 - PROGRESS: at 91.08% examples, 704339 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:55,700 : INFO : EPOCH 4 - PROGRESS: at 91.44% examples, 704444 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:42:56,707 : INFO : EPOCH 4 - PROGRESS: at 91.79% examples, 704469 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:57,731 : INFO : EPOCH 4 - PROGRESS: at 92.12% examples, 704609 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:58,733 : INFO : EPOCH 4 - PROGRESS: at 92.50% examples, 704694 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:42:59,746 : INFO : EPOCH 4 - PROGRESS: at 92.84% examples, 704738 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:00,747 : INFO : EPOCH 4 - PROGRESS: at 93.20% examples, 704822 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:01,752 : INFO : EPOCH 4 - PROGRESS: at 93.54% examples, 704964 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:43:02,758 : INFO : EPOCH 4 - PROGRESS: at 93.87% examples, 705030 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:03,771 : INFO : EPOCH 4 - PROGRESS: at 94.24% examples, 705131 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:43:04,774 : INFO : EPOCH 4 - PROGRESS: at 94.59% examples, 705202 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:05,776 : INFO : EPOCH 4 - PROGRESS: at 94.94% examples, 705310 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:06,778 : INFO : EPOCH 4 - PROGRESS: at 95.29% examples, 705387 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:07,781 : INFO : EPOCH 4 - PROGRESS: at 95.65% examples, 705459 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:08,782 : INFO : EPOCH 4 - PROGRESS: at 96.00% examples, 705554 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:09,784 : INFO : EPOCH 4 - PROGRESS: at 96.35% examples, 705625 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:10,793 : INFO : EPOCH 4 - PROGRESS: at 96.72% examples, 705727 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:43:11,801 : INFO : EPOCH 4 - PROGRESS: at 97.08% examples, 705787 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:12,826 : INFO : EPOCH 4 - PROGRESS: at 97.44% examples, 705856 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:13,833 : INFO : EPOCH 4 - PROGRESS: at 97.80% examples, 705920 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:14,845 : INFO : EPOCH 4 - PROGRESS: at 98.18% examples, 705972 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:43:15,859 : INFO : EPOCH 4 - PROGRESS: at 98.53% examples, 706027 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:16,860 : INFO : EPOCH 4 - PROGRESS: at 98.88% examples, 706088 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:17,867 : INFO : EPOCH 4 - PROGRESS: at 99.25% examples, 706165 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:18,883 : INFO : EPOCH 4 - PROGRESS: at 99.63% examples, 706194 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:19,869 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 16:43:19,876 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 16:43:19,882 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 16:43:19,895 : INFO : EPOCH 4 - PROGRESS: at 100.00% examples, 706280 words/s, in_qsize 0, out_qsize 1
2020-07-24 16:43:19,896 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 16:43:19,897 : INFO : EPOCH - 4 : training on 266822167 raw words (207276701 effective words) took 293.5s, 706276 effective words/s
2020-07-24 16:43:20,907 : INFO : EPOCH 5 - PROGRESS: at 0.33% examples, 723444 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:43:21,917 : INFO : EPOCH 5 - PROGRESS: at 0.68% examples, 721785 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:22,937 : INFO : EPOCH 5 - PROGRESS: at 1.02% examples, 723433 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:23,939 : INFO : EPOCH 5 - PROGRESS: at 1.39% examples, 725213 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:24,947 : INFO : EPOCH 5 - PROGRESS: at 1.72% examples, 723289 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:25,961 : INFO : EPOCH 5 - PROGRESS: at 2.08% examples, 722760 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:26,967 : INFO : EPOCH 5 - PROGRESS: at 2.42% examples, 722063 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:27,973 : INFO : EPOCH 5 - PROGRESS: at 2.75% examples, 723018 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:28,974 : INFO : EPOCH 5 - PROGRESS: at 3.09% examples, 725167 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:29,989 : INFO : EPOCH 5 - PROGRESS: at 3.43% examples, 725794 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:30,997 : INFO : EPOCH 5 - PROGRESS: at 3.77% examples, 725051 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:32,008 : INFO : EPOCH 5 - PROGRESS: at 4.11% examples, 725303 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:33,013 : INFO : EPOCH 5 - PROGRESS: at 4.44% examples, 724836 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:34,014 : INFO : EPOCH 5 - PROGRESS: at 4.81% examples, 724357 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:35,016 : INFO : EPOCH 5 - PROGRESS: at 5.16% examples, 724035 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:43:36,017 : INFO : EPOCH 5 - PROGRESS: at 5.49% examples, 724734 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:37,020 : INFO : EPOCH 5 - PROGRESS: at 5.83% examples, 724478 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:38,030 : INFO : EPOCH 5 - PROGRESS: at 6.18% examples, 724244 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:39,031 : INFO : EPOCH 5 - PROGRESS: at 6.54% examples, 724108 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:40,032 : INFO : EPOCH 5 - PROGRESS: at 6.86% examples, 723932 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:41,043 : INFO : EPOCH 5 - PROGRESS: at 7.22% examples, 724602 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:42,053 : INFO : EPOCH 5 - PROGRESS: at 7.53% examples, 724457 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:43,053 : INFO : EPOCH 5 - PROGRESS: at 7.87% examples, 724751 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:44,072 : INFO : EPOCH 5 - PROGRESS: at 8.21% examples, 724552 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:45,081 : INFO : EPOCH 5 - PROGRESS: at 8.56% examples, 724706 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:46,093 : INFO : EPOCH 5 - PROGRESS: at 8.92% examples, 724590 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:47,113 : INFO : EPOCH 5 - PROGRESS: at 9.28% examples, 724928 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:48,117 : INFO : EPOCH 5 - PROGRESS: at 9.63% examples, 725169 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:49,141 : INFO : EPOCH 5 - PROGRESS: at 9.97% examples, 725044 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:43:50,145 : INFO : EPOCH 5 - PROGRESS: at 10.31% examples, 725370 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:51,145 : INFO : EPOCH 5 - PROGRESS: at 10.65% examples, 725551 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:52,160 : INFO : EPOCH 5 - PROGRESS: at 10.98% examples, 725249 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:53,161 : INFO : EPOCH 5 - PROGRESS: at 11.34% examples, 725549 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:54,176 : INFO : EPOCH 5 - PROGRESS: at 11.71% examples, 725571 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:55,183 : INFO : EPOCH 5 - PROGRESS: at 12.05% examples, 725419 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:56,187 : INFO : EPOCH 5 - PROGRESS: at 12.40% examples, 725684 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:43:57,192 : INFO : EPOCH 5 - PROGRESS: at 12.76% examples, 725518 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:58,195 : INFO : EPOCH 5 - PROGRESS: at 13.12% examples, 725495 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:43:59,202 : INFO : EPOCH 5 - PROGRESS: at 13.48% examples, 725376 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:44:00,224 : INFO : EPOCH 5 - PROGRESS: at 13.83% examples, 725354 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:01,231 : INFO : EPOCH 5 - PROGRESS: at 14.19% examples, 725199 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:02,237 : INFO : EPOCH 5 - PROGRESS: at 14.54% examples, 725271 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:03,251 : INFO : EPOCH 5 - PROGRESS: at 14.90% examples, 725078 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:04,252 : INFO : EPOCH 5 - PROGRESS: at 15.26% examples, 725394 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:05,255 : INFO : EPOCH 5 - PROGRESS: at 15.60% examples, 725076 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:06,267 : INFO : EPOCH 5 - PROGRESS: at 15.95% examples, 725204 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:07,270 : INFO : EPOCH 5 - PROGRESS: at 16.29% examples, 725321 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:08,285 : INFO : EPOCH 5 - PROGRESS: at 16.66% examples, 725004 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:44:09,307 : INFO : EPOCH 5 - PROGRESS: at 17.03% examples, 724970 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:10,312 : INFO : EPOCH 5 - PROGRESS: at 17.40% examples, 725090 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:11,331 : INFO : EPOCH 5 - PROGRESS: at 17.73% examples, 724808 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:12,350 : INFO : EPOCH 5 - PROGRESS: at 18.07% examples, 724686 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:44:13,355 : INFO : EPOCH 5 - PROGRESS: at 18.42% examples, 724777 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:14,356 : INFO : EPOCH 5 - PROGRESS: at 18.77% examples, 724711 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:15,357 : INFO : EPOCH 5 - PROGRESS: at 19.14% examples, 724740 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:16,365 : INFO : EPOCH 5 - PROGRESS: at 19.53% examples, 724631 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:44:17,377 : INFO : EPOCH 5 - PROGRESS: at 19.88% examples, 724733 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:18,388 : INFO : EPOCH 5 - PROGRESS: at 20.23% examples, 724821 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:44:19,394 : INFO : EPOCH 5 - PROGRESS: at 20.60% examples, 724917 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:20,403 : INFO : EPOCH 5 - PROGRESS: at 20.97% examples, 724796 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:21,407 : INFO : EPOCH 5 - PROGRESS: at 21.28% examples, 724985 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:22,423 : INFO : EPOCH 5 - PROGRESS: at 21.63% examples, 724872 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:23,435 : INFO : EPOCH 5 - PROGRESS: at 21.97% examples, 724981 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:24,442 : INFO : EPOCH 5 - PROGRESS: at 22.32% examples, 725042 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:25,454 : INFO : EPOCH 5 - PROGRESS: at 22.67% examples, 725104 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:44:26,457 : INFO : EPOCH 5 - PROGRESS: at 23.04% examples, 725165 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:27,460 : INFO : EPOCH 5 - PROGRESS: at 23.40% examples, 725036 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:28,474 : INFO : EPOCH 5 - PROGRESS: at 23.75% examples, 725097 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:29,478 : INFO : EPOCH 5 - PROGRESS: at 24.06% examples, 725026 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:30,494 : INFO : EPOCH 5 - PROGRESS: at 24.41% examples, 725327 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:31,498 : INFO : EPOCH 5 - PROGRESS: at 24.78% examples, 725317 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:32,501 : INFO : EPOCH 5 - PROGRESS: at 25.14% examples, 725370 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:44:33,509 : INFO : EPOCH 5 - PROGRESS: at 25.51% examples, 725283 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:34,513 : INFO : EPOCH 5 - PROGRESS: at 25.86% examples, 725334 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:35,523 : INFO : EPOCH 5 - PROGRESS: at 26.20% examples, 725416 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:36,537 : INFO : EPOCH 5 - PROGRESS: at 26.57% examples, 725446 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:37,545 : INFO : EPOCH 5 - PROGRESS: at 26.92% examples, 725420 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:38,559 : INFO : EPOCH 5 - PROGRESS: at 27.26% examples, 725522 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:39,579 : INFO : EPOCH 5 - PROGRESS: at 27.63% examples, 725593 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:40,584 : INFO : EPOCH 5 - PROGRESS: at 28.00% examples, 725633 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:41,593 : INFO : EPOCH 5 - PROGRESS: at 28.36% examples, 725601 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:42,597 : INFO : EPOCH 5 - PROGRESS: at 28.69% examples, 725296 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:43,600 : INFO : EPOCH 5 - PROGRESS: at 29.00% examples, 724541 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:44,620 : INFO : EPOCH 5 - PROGRESS: at 29.34% examples, 723731 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:45,624 : INFO : EPOCH 5 - PROGRESS: at 29.67% examples, 722954 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:46,626 : INFO : EPOCH 5 - PROGRESS: at 29.99% examples, 722285 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:47,634 : INFO : EPOCH 5 - PROGRESS: at 30.34% examples, 721479 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:48,639 : INFO : EPOCH 5 - PROGRESS: at 30.67% examples, 720687 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:49,640 : INFO : EPOCH 5 - PROGRESS: at 31.01% examples, 720021 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:50,661 : INFO : EPOCH 5 - PROGRESS: at 31.31% examples, 719312 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:51,664 : INFO : EPOCH 5 - PROGRESS: at 31.62% examples, 718748 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:52,669 : INFO : EPOCH 5 - PROGRESS: at 31.92% examples, 718001 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:53,690 : INFO : EPOCH 5 - PROGRESS: at 32.26% examples, 717293 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:54,693 : INFO : EPOCH 5 - PROGRESS: at 32.61% examples, 716599 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:55,695 : INFO : EPOCH 5 - PROGRESS: at 32.93% examples, 715943 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:56,701 : INFO : EPOCH 5 - PROGRESS: at 33.25% examples, 715458 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:57,705 : INFO : EPOCH 5 - PROGRESS: at 33.57% examples, 714894 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:58,705 : INFO : EPOCH 5 - PROGRESS: at 33.88% examples, 714403 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:44:59,718 : INFO : EPOCH 5 - PROGRESS: at 34.17% examples, 713432 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:00,719 : INFO : EPOCH 5 - PROGRESS: at 34.47% examples, 712556 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:01,734 : INFO : EPOCH 5 - PROGRESS: at 34.80% examples, 711664 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:02,737 : INFO : EPOCH 5 - PROGRESS: at 35.12% examples, 710866 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:03,741 : INFO : EPOCH 5 - PROGRESS: at 35.41% examples, 709315 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:04,749 : INFO : EPOCH 5 - PROGRESS: at 35.70% examples, 708554 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:05,765 : INFO : EPOCH 5 - PROGRESS: at 36.06% examples, 708531 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:06,780 : INFO : EPOCH 5 - PROGRESS: at 36.42% examples, 708746 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:07,793 : INFO : EPOCH 5 - PROGRESS: at 36.77% examples, 708958 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:08,811 : INFO : EPOCH 5 - PROGRESS: at 37.13% examples, 709160 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:09,830 : INFO : EPOCH 5 - PROGRESS: at 37.51% examples, 709290 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:10,831 : INFO : EPOCH 5 - PROGRESS: at 37.82% examples, 709630 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:11,832 : INFO : EPOCH 5 - PROGRESS: at 38.16% examples, 709725 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:12,845 : INFO : EPOCH 5 - PROGRESS: at 38.52% examples, 709920 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:13,856 : INFO : EPOCH 5 - PROGRESS: at 38.85% examples, 709989 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:14,863 : INFO : EPOCH 5 - PROGRESS: at 39.23% examples, 710219 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:15,876 : INFO : EPOCH 5 - PROGRESS: at 39.62% examples, 710182 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:16,879 : INFO : EPOCH 5 - PROGRESS: at 39.97% examples, 710326 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:17,886 : INFO : EPOCH 5 - PROGRESS: at 40.31% examples, 710445 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:18,886 : INFO : EPOCH 5 - PROGRESS: at 40.65% examples, 710647 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:19,887 : INFO : EPOCH 5 - PROGRESS: at 41.01% examples, 710773 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:20,903 : INFO : EPOCH 5 - PROGRESS: at 41.38% examples, 710844 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:21,904 : INFO : EPOCH 5 - PROGRESS: at 41.73% examples, 711072 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:22,910 : INFO : EPOCH 5 - PROGRESS: at 42.11% examples, 711221 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:23,920 : INFO : EPOCH 5 - PROGRESS: at 42.44% examples, 711272 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:24,929 : INFO : EPOCH 5 - PROGRESS: at 42.81% examples, 711326 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:25,938 : INFO : EPOCH 5 - PROGRESS: at 43.17% examples, 711384 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:26,939 : INFO : EPOCH 5 - PROGRESS: at 43.52% examples, 711501 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:27,948 : INFO : EPOCH 5 - PROGRESS: at 43.87% examples, 711690 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:28,964 : INFO : EPOCH 5 - PROGRESS: at 44.24% examples, 711768 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:29,967 : INFO : EPOCH 5 - PROGRESS: at 44.61% examples, 711952 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:30,974 : INFO : EPOCH 5 - PROGRESS: at 44.95% examples, 712005 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:31,978 : INFO : EPOCH 5 - PROGRESS: at 45.30% examples, 712104 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:32,987 : INFO : EPOCH 5 - PROGRESS: at 45.64% examples, 712241 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:33,994 : INFO : EPOCH 5 - PROGRESS: at 46.00% examples, 712282 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:34,994 : INFO : EPOCH 5 - PROGRESS: at 46.36% examples, 712390 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:35,999 : INFO : EPOCH 5 - PROGRESS: at 46.72% examples, 712382 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:37,009 : INFO : EPOCH 5 - PROGRESS: at 47.08% examples, 712477 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:45:38,011 : INFO : EPOCH 5 - PROGRESS: at 47.42% examples, 712592 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:39,028 : INFO : EPOCH 5 - PROGRESS: at 47.78% examples, 712686 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:40,031 : INFO : EPOCH 5 - PROGRESS: at 48.14% examples, 712734 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:41,035 : INFO : EPOCH 5 - PROGRESS: at 48.48% examples, 712858 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:42,048 : INFO : EPOCH 5 - PROGRESS: at 48.85% examples, 712864 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:43,062 : INFO : EPOCH 5 - PROGRESS: at 49.21% examples, 712898 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:44,064 : INFO : EPOCH 5 - PROGRESS: at 49.57% examples, 712998 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:45,070 : INFO : EPOCH 5 - PROGRESS: at 49.92% examples, 713064 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:46,085 : INFO : EPOCH 5 - PROGRESS: at 50.25% examples, 713226 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:45:47,103 : INFO : EPOCH 5 - PROGRESS: at 50.60% examples, 713329 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:48,103 : INFO : EPOCH 5 - PROGRESS: at 50.94% examples, 713454 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:49,107 : INFO : EPOCH 5 - PROGRESS: at 51.30% examples, 713441 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:45:50,131 : INFO : EPOCH 5 - PROGRESS: at 51.63% examples, 713504 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:51,132 : INFO : EPOCH 5 - PROGRESS: at 51.99% examples, 713602 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:52,141 : INFO : EPOCH 5 - PROGRESS: at 52.34% examples, 713716 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:53,163 : INFO : EPOCH 5 - PROGRESS: at 52.70% examples, 713799 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:54,168 : INFO : EPOCH 5 - PROGRESS: at 53.06% examples, 713839 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:55,171 : INFO : EPOCH 5 - PROGRESS: at 53.41% examples, 713967 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:45:56,178 : INFO : EPOCH 5 - PROGRESS: at 53.76% examples, 714064 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:57,181 : INFO : EPOCH 5 - PROGRESS: at 54.10% examples, 714075 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:58,196 : INFO : EPOCH 5 - PROGRESS: at 54.48% examples, 714163 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:45:59,203 : INFO : EPOCH 5 - PROGRESS: at 54.84% examples, 714284 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:46:00,204 : INFO : EPOCH 5 - PROGRESS: at 55.17% examples, 714363 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:01,212 : INFO : EPOCH 5 - PROGRESS: at 55.53% examples, 714437 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:02,217 : INFO : EPOCH 5 - PROGRESS: at 55.85% examples, 714500 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:03,223 : INFO : EPOCH 5 - PROGRESS: at 56.19% examples, 714596 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:04,235 : INFO : EPOCH 5 - PROGRESS: at 56.53% examples, 714604 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:05,243 : INFO : EPOCH 5 - PROGRESS: at 56.88% examples, 714696 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:06,251 : INFO : EPOCH 5 - PROGRESS: at 57.26% examples, 714697 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:07,272 : INFO : EPOCH 5 - PROGRESS: at 57.63% examples, 714683 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:08,281 : INFO : EPOCH 5 - PROGRESS: at 58.01% examples, 714712 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:09,291 : INFO : EPOCH 5 - PROGRESS: at 58.39% examples, 714791 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:10,299 : INFO : EPOCH 5 - PROGRESS: at 58.75% examples, 714789 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:11,301 : INFO : EPOCH 5 - PROGRESS: at 59.12% examples, 714869 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:12,301 : INFO : EPOCH 5 - PROGRESS: at 59.47% examples, 714921 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:13,314 : INFO : EPOCH 5 - PROGRESS: at 59.84% examples, 714906 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:14,322 : INFO : EPOCH 5 - PROGRESS: at 60.20% examples, 714975 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:15,325 : INFO : EPOCH 5 - PROGRESS: at 60.55% examples, 715061 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:16,326 : INFO : EPOCH 5 - PROGRESS: at 60.89% examples, 715109 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:17,329 : INFO : EPOCH 5 - PROGRESS: at 61.25% examples, 715074 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:18,332 : INFO : EPOCH 5 - PROGRESS: at 61.61% examples, 715168 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:19,334 : INFO : EPOCH 5 - PROGRESS: at 61.95% examples, 715328 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:20,335 : INFO : EPOCH 5 - PROGRESS: at 62.28% examples, 715390 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:21,341 : INFO : EPOCH 5 - PROGRESS: at 62.63% examples, 715460 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:22,344 : INFO : EPOCH 5 - PROGRESS: at 62.96% examples, 715534 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:23,359 : INFO : EPOCH 5 - PROGRESS: at 63.34% examples, 715529 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:24,372 : INFO : EPOCH 5 - PROGRESS: at 63.68% examples, 715662 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:25,372 : INFO : EPOCH 5 - PROGRESS: at 64.03% examples, 715661 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:46:26,373 : INFO : EPOCH 5 - PROGRESS: at 64.37% examples, 715736 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:27,374 : INFO : EPOCH 5 - PROGRESS: at 64.73% examples, 715870 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:28,388 : INFO : EPOCH 5 - PROGRESS: at 65.10% examples, 715834 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:46:29,391 : INFO : EPOCH 5 - PROGRESS: at 65.46% examples, 715868 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:30,399 : INFO : EPOCH 5 - PROGRESS: at 65.83% examples, 715905 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:31,408 : INFO : EPOCH 5 - PROGRESS: at 66.17% examples, 715936 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:32,420 : INFO : EPOCH 5 - PROGRESS: at 66.51% examples, 716014 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:33,425 : INFO : EPOCH 5 - PROGRESS: at 66.86% examples, 716095 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:34,437 : INFO : EPOCH 5 - PROGRESS: at 67.24% examples, 716147 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:35,444 : INFO : EPOCH 5 - PROGRESS: at 67.60% examples, 716200 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:36,456 : INFO : EPOCH 5 - PROGRESS: at 67.97% examples, 716245 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:37,472 : INFO : EPOCH 5 - PROGRESS: at 68.34% examples, 716263 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:38,482 : INFO : EPOCH 5 - PROGRESS: at 68.71% examples, 716293 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:39,489 : INFO : EPOCH 5 - PROGRESS: at 69.07% examples, 716361 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:46:40,491 : INFO : EPOCH 5 - PROGRESS: at 69.41% examples, 716472 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:41,494 : INFO : EPOCH 5 - PROGRESS: at 69.78% examples, 716486 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:42,501 : INFO : EPOCH 5 - PROGRESS: at 70.13% examples, 716547 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:46:43,506 : INFO : EPOCH 5 - PROGRESS: at 70.49% examples, 716599 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:44,513 : INFO : EPOCH 5 - PROGRESS: at 70.83% examples, 716613 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:46:45,514 : INFO : EPOCH 5 - PROGRESS: at 71.18% examples, 716657 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:46,517 : INFO : EPOCH 5 - PROGRESS: at 71.54% examples, 716698 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:46:47,517 : INFO : EPOCH 5 - PROGRESS: at 71.90% examples, 716737 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:48,529 : INFO : EPOCH 5 - PROGRESS: at 72.24% examples, 716811 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:49,539 : INFO : EPOCH 5 - PROGRESS: at 72.58% examples, 716846 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:50,549 : INFO : EPOCH 5 - PROGRESS: at 72.94% examples, 716919 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:51,554 : INFO : EPOCH 5 - PROGRESS: at 73.28% examples, 716972 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:52,558 : INFO : EPOCH 5 - PROGRESS: at 73.62% examples, 717053 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:53,566 : INFO : EPOCH 5 - PROGRESS: at 73.97% examples, 717083 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:54,568 : INFO : EPOCH 5 - PROGRESS: at 74.32% examples, 717135 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:55,571 : INFO : EPOCH 5 - PROGRESS: at 74.67% examples, 717144 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:56,573 : INFO : EPOCH 5 - PROGRESS: at 75.00% examples, 717173 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:57,576 : INFO : EPOCH 5 - PROGRESS: at 75.35% examples, 717284 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:58,591 : INFO : EPOCH 5 - PROGRESS: at 75.70% examples, 717232 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:46:59,595 : INFO : EPOCH 5 - PROGRESS: at 76.06% examples, 717263 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:00,595 : INFO : EPOCH 5 - PROGRESS: at 76.42% examples, 717371 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:01,603 : INFO : EPOCH 5 - PROGRESS: at 76.77% examples, 717360 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:02,605 : INFO : EPOCH 5 - PROGRESS: at 77.10% examples, 717460 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:03,612 : INFO : EPOCH 5 - PROGRESS: at 77.43% examples, 717468 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:04,614 : INFO : EPOCH 5 - PROGRESS: at 77.80% examples, 717490 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:05,620 : INFO : EPOCH 5 - PROGRESS: at 78.15% examples, 717521 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:47:06,623 : INFO : EPOCH 5 - PROGRESS: at 78.51% examples, 717556 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:07,632 : INFO : EPOCH 5 - PROGRESS: at 78.85% examples, 717607 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:08,637 : INFO : EPOCH 5 - PROGRESS: at 79.22% examples, 717652 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:09,638 : INFO : EPOCH 5 - PROGRESS: at 79.56% examples, 717691 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:10,641 : INFO : EPOCH 5 - PROGRESS: at 79.94% examples, 717666 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:11,648 : INFO : EPOCH 5 - PROGRESS: at 80.26% examples, 717741 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:12,654 : INFO : EPOCH 5 - PROGRESS: at 80.58% examples, 717774 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:13,666 : INFO : EPOCH 5 - PROGRESS: at 80.93% examples, 717800 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:47:14,668 : INFO : EPOCH 5 - PROGRESS: at 81.29% examples, 717824 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:15,674 : INFO : EPOCH 5 - PROGRESS: at 81.62% examples, 717879 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:16,679 : INFO : EPOCH 5 - PROGRESS: at 82.01% examples, 717898 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:17,681 : INFO : EPOCH 5 - PROGRESS: at 82.38% examples, 717943 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:18,685 : INFO : EPOCH 5 - PROGRESS: at 82.74% examples, 717960 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:19,688 : INFO : EPOCH 5 - PROGRESS: at 83.10% examples, 717995 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:20,691 : INFO : EPOCH 5 - PROGRESS: at 83.45% examples, 717999 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:21,694 : INFO : EPOCH 5 - PROGRESS: at 83.80% examples, 718013 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:22,696 : INFO : EPOCH 5 - PROGRESS: at 84.13% examples, 718030 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:23,704 : INFO : EPOCH 5 - PROGRESS: at 84.50% examples, 718057 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:24,714 : INFO : EPOCH 5 - PROGRESS: at 84.87% examples, 718083 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:25,718 : INFO : EPOCH 5 - PROGRESS: at 85.24% examples, 718067 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:26,720 : INFO : EPOCH 5 - PROGRESS: at 85.58% examples, 718099 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:27,728 : INFO : EPOCH 5 - PROGRESS: at 85.93% examples, 718124 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:28,732 : INFO : EPOCH 5 - PROGRESS: at 86.26% examples, 718154 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:29,747 : INFO : EPOCH 5 - PROGRESS: at 86.62% examples, 718167 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:30,758 : INFO : EPOCH 5 - PROGRESS: at 86.98% examples, 718234 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:47:31,767 : INFO : EPOCH 5 - PROGRESS: at 87.32% examples, 718248 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:32,769 : INFO : EPOCH 5 - PROGRESS: at 87.68% examples, 718241 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:33,787 : INFO : EPOCH 5 - PROGRESS: at 88.03% examples, 718221 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:47:34,805 : INFO : EPOCH 5 - PROGRESS: at 88.38% examples, 718313 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:35,807 : INFO : EPOCH 5 - PROGRESS: at 88.71% examples, 718415 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:36,832 : INFO : EPOCH 5 - PROGRESS: at 89.05% examples, 718408 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:37,835 : INFO : EPOCH 5 - PROGRESS: at 89.41% examples, 718457 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:38,842 : INFO : EPOCH 5 - PROGRESS: at 89.76% examples, 718456 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:39,848 : INFO : EPOCH 5 - PROGRESS: at 90.08% examples, 718387 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:40,851 : INFO : EPOCH 5 - PROGRESS: at 90.41% examples, 718293 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:41,853 : INFO : EPOCH 5 - PROGRESS: at 90.73% examples, 718222 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:42,863 : INFO : EPOCH 5 - PROGRESS: at 91.04% examples, 718151 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:43,867 : INFO : EPOCH 5 - PROGRESS: at 91.35% examples, 717861 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:47:44,868 : INFO : EPOCH 5 - PROGRESS: at 91.65% examples, 717336 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:45,875 : INFO : EPOCH 5 - PROGRESS: at 91.97% examples, 717346 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:46,876 : INFO : EPOCH 5 - PROGRESS: at 92.33% examples, 717379 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:47,884 : INFO : EPOCH 5 - PROGRESS: at 92.69% examples, 717441 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:48,885 : INFO : EPOCH 5 - PROGRESS: at 93.03% examples, 717482 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:49,893 : INFO : EPOCH 5 - PROGRESS: at 93.37% examples, 717531 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:50,904 : INFO : EPOCH 5 - PROGRESS: at 93.72% examples, 717588 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:51,904 : INFO : EPOCH 5 - PROGRESS: at 94.06% examples, 717597 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:52,919 : INFO : EPOCH 5 - PROGRESS: at 94.42% examples, 717611 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:53,932 : INFO : EPOCH 5 - PROGRESS: at 94.77% examples, 717635 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:54,939 : INFO : EPOCH 5 - PROGRESS: at 95.11% examples, 717672 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:55,946 : INFO : EPOCH 5 - PROGRESS: at 95.47% examples, 717690 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:56,961 : INFO : EPOCH 5 - PROGRESS: at 95.82% examples, 717701 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:57,961 : INFO : EPOCH 5 - PROGRESS: at 96.17% examples, 717758 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:58,967 : INFO : EPOCH 5 - PROGRESS: at 96.55% examples, 717789 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:47:59,974 : INFO : EPOCH 5 - PROGRESS: at 96.90% examples, 717812 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:00,981 : INFO : EPOCH 5 - PROGRESS: at 97.24% examples, 717834 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:02,005 : INFO : EPOCH 5 - PROGRESS: at 97.61% examples, 717833 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:03,011 : INFO : EPOCH 5 - PROGRESS: at 97.97% examples, 717855 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:04,012 : INFO : EPOCH 5 - PROGRESS: at 98.35% examples, 717874 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:05,023 : INFO : EPOCH 5 - PROGRESS: at 98.70% examples, 717934 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:06,025 : INFO : EPOCH 5 - PROGRESS: at 99.06% examples, 717929 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:07,035 : INFO : EPOCH 5 - PROGRESS: at 99.45% examples, 717913 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:08,045 : INFO : EPOCH 5 - PROGRESS: at 99.80% examples, 717942 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:08,552 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 16:48:08,556 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 16:48:08,560 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 16:48:08,583 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 16:48:08,584 : INFO : EPOCH - 5 : training on 266822167 raw words (207262347 effective words) took 288.7s, 717958 effective words/s
2020-07-24 16:48:09,594 : INFO : EPOCH 6 - PROGRESS: at 0.31% examples, 702233 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:10,604 : INFO : EPOCH 6 - PROGRESS: at 0.67% examples, 712350 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:11,605 : INFO : EPOCH 6 - PROGRESS: at 1.01% examples, 718216 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:12,605 : INFO : EPOCH 6 - PROGRESS: at 1.37% examples, 720409 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:13,628 : INFO : EPOCH 6 - PROGRESS: at 1.70% examples, 719382 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:14,647 : INFO : EPOCH 6 - PROGRESS: at 2.06% examples, 718600 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:15,648 : INFO : EPOCH 6 - PROGRESS: at 2.42% examples, 720683 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:16,652 : INFO : EPOCH 6 - PROGRESS: at 2.75% examples, 722023 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:17,659 : INFO : EPOCH 6 - PROGRESS: at 3.07% examples, 722872 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:18,667 : INFO : EPOCH 6 - PROGRESS: at 3.42% examples, 722734 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:19,685 : INFO : EPOCH 6 - PROGRESS: at 3.75% examples, 722337 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:20,688 : INFO : EPOCH 6 - PROGRESS: at 4.10% examples, 723312 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:21,688 : INFO : EPOCH 6 - PROGRESS: at 4.43% examples, 724004 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:48:22,691 : INFO : EPOCH 6 - PROGRESS: at 4.80% examples, 724391 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:23,710 : INFO : EPOCH 6 - PROGRESS: at 5.15% examples, 723308 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:24,715 : INFO : EPOCH 6 - PROGRESS: at 5.49% examples, 723705 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:25,722 : INFO : EPOCH 6 - PROGRESS: at 5.83% examples, 724642 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:26,724 : INFO : EPOCH 6 - PROGRESS: at 6.19% examples, 724347 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:27,724 : INFO : EPOCH 6 - PROGRESS: at 6.55% examples, 724669 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:28,727 : INFO : EPOCH 6 - PROGRESS: at 6.87% examples, 724457 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:29,730 : INFO : EPOCH 6 - PROGRESS: at 7.22% examples, 724655 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:30,738 : INFO : EPOCH 6 - PROGRESS: at 7.53% examples, 724560 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:31,741 : INFO : EPOCH 6 - PROGRESS: at 7.87% examples, 724757 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:32,745 : INFO : EPOCH 6 - PROGRESS: at 8.21% examples, 724695 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:33,751 : INFO : EPOCH 6 - PROGRESS: at 8.56% examples, 724927 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:48:34,751 : INFO : EPOCH 6 - PROGRESS: at 8.90% examples, 724322 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:35,767 : INFO : EPOCH 6 - PROGRESS: at 9.26% examples, 724774 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:36,771 : INFO : EPOCH 6 - PROGRESS: at 9.62% examples, 724979 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:37,773 : INFO : EPOCH 6 - PROGRESS: at 9.95% examples, 725172 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:38,773 : INFO : EPOCH 6 - PROGRESS: at 10.28% examples, 724840 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:48:39,779 : INFO : EPOCH 6 - PROGRESS: at 10.62% examples, 724847 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:40,784 : INFO : EPOCH 6 - PROGRESS: at 10.96% examples, 725467 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:41,787 : INFO : EPOCH 6 - PROGRESS: at 11.33% examples, 725469 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:42,791 : INFO : EPOCH 6 - PROGRESS: at 11.68% examples, 725555 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:43,798 : INFO : EPOCH 6 - PROGRESS: at 12.02% examples, 725410 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:44,810 : INFO : EPOCH 6 - PROGRESS: at 12.37% examples, 725629 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:45,813 : INFO : EPOCH 6 - PROGRESS: at 12.73% examples, 725442 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:46,818 : INFO : EPOCH 6 - PROGRESS: at 13.09% examples, 725317 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:47,828 : INFO : EPOCH 6 - PROGRESS: at 13.45% examples, 725267 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:48,836 : INFO : EPOCH 6 - PROGRESS: at 13.80% examples, 725305 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:49,838 : INFO : EPOCH 6 - PROGRESS: at 14.17% examples, 725321 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:50,841 : INFO : EPOCH 6 - PROGRESS: at 14.51% examples, 725344 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:51,845 : INFO : EPOCH 6 - PROGRESS: at 14.87% examples, 725506 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:52,852 : INFO : EPOCH 6 - PROGRESS: at 15.23% examples, 725428 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:53,860 : INFO : EPOCH 6 - PROGRESS: at 15.58% examples, 725347 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:54,869 : INFO : EPOCH 6 - PROGRESS: at 15.92% examples, 725351 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:55,875 : INFO : EPOCH 6 - PROGRESS: at 16.26% examples, 725246 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:56,882 : INFO : EPOCH 6 - PROGRESS: at 16.64% examples, 725118 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:48:57,890 : INFO : EPOCH 6 - PROGRESS: at 16.99% examples, 725144 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:48:58,893 : INFO : EPOCH 6 - PROGRESS: at 17.35% examples, 725021 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:48:59,900 : INFO : EPOCH 6 - PROGRESS: at 17.70% examples, 724986 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:00,932 : INFO : EPOCH 6 - PROGRESS: at 18.04% examples, 725056 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:01,936 : INFO : EPOCH 6 - PROGRESS: at 18.41% examples, 725193 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:02,944 : INFO : EPOCH 6 - PROGRESS: at 18.75% examples, 725192 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:03,951 : INFO : EPOCH 6 - PROGRESS: at 19.13% examples, 725096 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:04,955 : INFO : EPOCH 6 - PROGRESS: at 19.51% examples, 725063 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:05,957 : INFO : EPOCH 6 - PROGRESS: at 19.85% examples, 724948 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:06,968 : INFO : EPOCH 6 - PROGRESS: at 20.19% examples, 724797 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:07,976 : INFO : EPOCH 6 - PROGRESS: at 20.57% examples, 724733 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:08,987 : INFO : EPOCH 6 - PROGRESS: at 20.93% examples, 724857 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:09,991 : INFO : EPOCH 6 - PROGRESS: at 21.24% examples, 724839 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:10,994 : INFO : EPOCH 6 - PROGRESS: at 21.59% examples, 724877 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:12,008 : INFO : EPOCH 6 - PROGRESS: at 21.93% examples, 724828 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:49:13,010 : INFO : EPOCH 6 - PROGRESS: at 22.27% examples, 724920 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:14,011 : INFO : EPOCH 6 - PROGRESS: at 22.61% examples, 724996 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:15,017 : INFO : EPOCH 6 - PROGRESS: at 22.98% examples, 725009 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:16,025 : INFO : EPOCH 6 - PROGRESS: at 23.35% examples, 724869 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:17,030 : INFO : EPOCH 6 - PROGRESS: at 23.70% examples, 724898 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:18,031 : INFO : EPOCH 6 - PROGRESS: at 24.01% examples, 725034 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:19,035 : INFO : EPOCH 6 - PROGRESS: at 24.36% examples, 725205 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:20,038 : INFO : EPOCH 6 - PROGRESS: at 24.72% examples, 725206 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:21,050 : INFO : EPOCH 6 - PROGRESS: at 25.08% examples, 725167 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:22,051 : INFO : EPOCH 6 - PROGRESS: at 25.44% examples, 725214 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:23,063 : INFO : EPOCH 6 - PROGRESS: at 25.80% examples, 725178 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:24,068 : INFO : EPOCH 6 - PROGRESS: at 26.15% examples, 725226 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:25,070 : INFO : EPOCH 6 - PROGRESS: at 26.51% examples, 725221 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:26,073 : INFO : EPOCH 6 - PROGRESS: at 26.86% examples, 725341 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:27,077 : INFO : EPOCH 6 - PROGRESS: at 27.19% examples, 725307 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:28,084 : INFO : EPOCH 6 - PROGRESS: at 27.54% examples, 725300 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:29,090 : INFO : EPOCH 6 - PROGRESS: at 27.92% examples, 725374 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:30,091 : INFO : EPOCH 6 - PROGRESS: at 28.28% examples, 725284 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:49:31,093 : INFO : EPOCH 6 - PROGRESS: at 28.63% examples, 725268 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:32,097 : INFO : EPOCH 6 - PROGRESS: at 28.96% examples, 725242 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:33,106 : INFO : EPOCH 6 - PROGRESS: at 29.33% examples, 725285 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:34,117 : INFO : EPOCH 6 - PROGRESS: at 29.70% examples, 725370 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:35,127 : INFO : EPOCH 6 - PROGRESS: at 30.05% examples, 725328 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:36,144 : INFO : EPOCH 6 - PROGRESS: at 30.44% examples, 725197 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:37,150 : INFO : EPOCH 6 - PROGRESS: at 30.80% examples, 725144 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:38,156 : INFO : EPOCH 6 - PROGRESS: at 31.15% examples, 725128 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:39,157 : INFO : EPOCH 6 - PROGRESS: at 31.48% examples, 724912 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:40,169 : INFO : EPOCH 6 - PROGRESS: at 31.82% examples, 724984 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:41,191 : INFO : EPOCH 6 - PROGRESS: at 32.19% examples, 725000 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:42,194 : INFO : EPOCH 6 - PROGRESS: at 32.57% examples, 724971 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:43,197 : INFO : EPOCH 6 - PROGRESS: at 32.93% examples, 724974 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:44,202 : INFO : EPOCH 6 - PROGRESS: at 33.29% examples, 724996 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:45,214 : INFO : EPOCH 6 - PROGRESS: at 33.63% examples, 725057 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:46,216 : INFO : EPOCH 6 - PROGRESS: at 33.97% examples, 725037 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:47,241 : INFO : EPOCH 6 - PROGRESS: at 34.33% examples, 724969 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:48,242 : INFO : EPOCH 6 - PROGRESS: at 34.69% examples, 724976 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:49,249 : INFO : EPOCH 6 - PROGRESS: at 35.05% examples, 724912 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:50,252 : INFO : EPOCH 6 - PROGRESS: at 35.43% examples, 724841 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:51,255 : INFO : EPOCH 6 - PROGRESS: at 35.78% examples, 724966 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:52,270 : INFO : EPOCH 6 - PROGRESS: at 36.13% examples, 724789 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:53,279 : INFO : EPOCH 6 - PROGRESS: at 36.47% examples, 724768 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:54,291 : INFO : EPOCH 6 - PROGRESS: at 36.83% examples, 724770 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:55,300 : INFO : EPOCH 6 - PROGRESS: at 37.18% examples, 724805 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:56,311 : INFO : EPOCH 6 - PROGRESS: at 37.55% examples, 724768 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:49:57,317 : INFO : EPOCH 6 - PROGRESS: at 37.88% examples, 724885 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:58,320 : INFO : EPOCH 6 - PROGRESS: at 38.20% examples, 724789 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:49:59,321 : INFO : EPOCH 6 - PROGRESS: at 38.55% examples, 724774 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:00,337 : INFO : EPOCH 6 - PROGRESS: at 38.88% examples, 724718 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:01,337 : INFO : EPOCH 6 - PROGRESS: at 39.27% examples, 724657 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:50:02,339 : INFO : EPOCH 6 - PROGRESS: at 39.65% examples, 724601 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:03,343 : INFO : EPOCH 6 - PROGRESS: at 40.00% examples, 724632 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:50:04,349 : INFO : EPOCH 6 - PROGRESS: at 40.33% examples, 724606 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:05,352 : INFO : EPOCH 6 - PROGRESS: at 40.68% examples, 724625 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:06,356 : INFO : EPOCH 6 - PROGRESS: at 41.04% examples, 724609 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:07,361 : INFO : EPOCH 6 - PROGRESS: at 41.39% examples, 724553 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:50:08,368 : INFO : EPOCH 6 - PROGRESS: at 41.75% examples, 724566 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:09,373 : INFO : EPOCH 6 - PROGRESS: at 42.12% examples, 724559 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:10,378 : INFO : EPOCH 6 - PROGRESS: at 42.46% examples, 724494 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:11,393 : INFO : EPOCH 6 - PROGRESS: at 42.83% examples, 724446 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:12,399 : INFO : EPOCH 6 - PROGRESS: at 43.19% examples, 724498 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:13,411 : INFO : EPOCH 6 - PROGRESS: at 43.55% examples, 724479 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:14,413 : INFO : EPOCH 6 - PROGRESS: at 43.88% examples, 724544 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:50:15,414 : INFO : EPOCH 6 - PROGRESS: at 44.25% examples, 724534 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:16,422 : INFO : EPOCH 6 - PROGRESS: at 44.61% examples, 724438 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:17,424 : INFO : EPOCH 6 - PROGRESS: at 44.95% examples, 724420 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:18,430 : INFO : EPOCH 6 - PROGRESS: at 45.30% examples, 724424 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:19,435 : INFO : EPOCH 6 - PROGRESS: at 45.63% examples, 724250 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:20,438 : INFO : EPOCH 6 - PROGRESS: at 45.97% examples, 723907 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:21,444 : INFO : EPOCH 6 - PROGRESS: at 46.31% examples, 723663 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:22,450 : INFO : EPOCH 6 - PROGRESS: at 46.66% examples, 723427 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:23,459 : INFO : EPOCH 6 - PROGRESS: at 46.97% examples, 722526 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:50:24,460 : INFO : EPOCH 6 - PROGRESS: at 47.25% examples, 721678 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:25,474 : INFO : EPOCH 6 - PROGRESS: at 47.61% examples, 721610 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:26,486 : INFO : EPOCH 6 - PROGRESS: at 47.94% examples, 721643 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:27,489 : INFO : EPOCH 6 - PROGRESS: at 48.32% examples, 721719 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:50:28,499 : INFO : EPOCH 6 - PROGRESS: at 48.65% examples, 721665 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:29,502 : INFO : EPOCH 6 - PROGRESS: at 49.03% examples, 721655 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:30,515 : INFO : EPOCH 6 - PROGRESS: at 49.40% examples, 721647 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:50:31,519 : INFO : EPOCH 6 - PROGRESS: at 49.75% examples, 721739 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:32,538 : INFO : EPOCH 6 - PROGRESS: at 50.08% examples, 721725 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:33,551 : INFO : EPOCH 6 - PROGRESS: at 50.42% examples, 721815 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:50:34,569 : INFO : EPOCH 6 - PROGRESS: at 50.78% examples, 721856 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:35,574 : INFO : EPOCH 6 - PROGRESS: at 51.13% examples, 721950 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:36,575 : INFO : EPOCH 6 - PROGRESS: at 51.48% examples, 721920 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:37,587 : INFO : EPOCH 6 - PROGRESS: at 51.83% examples, 722011 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:50:38,599 : INFO : EPOCH 6 - PROGRESS: at 52.17% examples, 722027 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:39,620 : INFO : EPOCH 6 - PROGRESS: at 52.52% examples, 722021 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:40,629 : INFO : EPOCH 6 - PROGRESS: at 52.89% examples, 721979 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:41,637 : INFO : EPOCH 6 - PROGRESS: at 53.23% examples, 721970 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:42,656 : INFO : EPOCH 6 - PROGRESS: at 53.59% examples, 721943 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:43,662 : INFO : EPOCH 6 - PROGRESS: at 53.94% examples, 722013 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:44,665 : INFO : EPOCH 6 - PROGRESS: at 54.29% examples, 722030 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:45,668 : INFO : EPOCH 6 - PROGRESS: at 54.66% examples, 721965 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:46,673 : INFO : EPOCH 6 - PROGRESS: at 55.00% examples, 722007 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:47,675 : INFO : EPOCH 6 - PROGRESS: at 55.33% examples, 722032 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:48,691 : INFO : EPOCH 6 - PROGRESS: at 55.69% examples, 722061 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:50:49,694 : INFO : EPOCH 6 - PROGRESS: at 56.03% examples, 722170 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:50,695 : INFO : EPOCH 6 - PROGRESS: at 56.36% examples, 722213 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:51,700 : INFO : EPOCH 6 - PROGRESS: at 56.70% examples, 722197 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:52,716 : INFO : EPOCH 6 - PROGRESS: at 57.08% examples, 722127 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:53,718 : INFO : EPOCH 6 - PROGRESS: at 57.45% examples, 722153 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:54,720 : INFO : EPOCH 6 - PROGRESS: at 57.79% examples, 722161 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:55,721 : INFO : EPOCH 6 - PROGRESS: at 58.19% examples, 722061 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:56,725 : INFO : EPOCH 6 - PROGRESS: at 58.56% examples, 722139 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:57,750 : INFO : EPOCH 6 - PROGRESS: at 58.93% examples, 722097 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:50:58,750 : INFO : EPOCH 6 - PROGRESS: at 59.29% examples, 722108 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:50:59,752 : INFO : EPOCH 6 - PROGRESS: at 59.64% examples, 722065 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:00,760 : INFO : EPOCH 6 - PROGRESS: at 60.00% examples, 722050 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:01,761 : INFO : EPOCH 6 - PROGRESS: at 60.34% examples, 722019 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:02,761 : INFO : EPOCH 6 - PROGRESS: at 60.70% examples, 722017 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:03,770 : INFO : EPOCH 6 - PROGRESS: at 61.05% examples, 722016 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:04,783 : INFO : EPOCH 6 - PROGRESS: at 61.42% examples, 722022 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:05,788 : INFO : EPOCH 6 - PROGRESS: at 61.76% examples, 722080 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:06,792 : INFO : EPOCH 6 - PROGRESS: at 62.09% examples, 722098 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:07,809 : INFO : EPOCH 6 - PROGRESS: at 62.44% examples, 722151 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:08,815 : INFO : EPOCH 6 - PROGRESS: at 62.78% examples, 722204 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:09,818 : INFO : EPOCH 6 - PROGRESS: at 63.13% examples, 722214 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:10,821 : INFO : EPOCH 6 - PROGRESS: at 63.51% examples, 722227 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:11,828 : INFO : EPOCH 6 - PROGRESS: at 63.84% examples, 722252 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:12,831 : INFO : EPOCH 6 - PROGRESS: at 64.17% examples, 722309 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:13,848 : INFO : EPOCH 6 - PROGRESS: at 64.55% examples, 722301 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:14,853 : INFO : EPOCH 6 - PROGRESS: at 64.91% examples, 722359 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:15,855 : INFO : EPOCH 6 - PROGRESS: at 65.27% examples, 722425 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:16,871 : INFO : EPOCH 6 - PROGRESS: at 65.65% examples, 722404 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:17,876 : INFO : EPOCH 6 - PROGRESS: at 66.01% examples, 722386 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:18,898 : INFO : EPOCH 6 - PROGRESS: at 66.35% examples, 722417 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:19,912 : INFO : EPOCH 6 - PROGRESS: at 66.71% examples, 722454 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:20,920 : INFO : EPOCH 6 - PROGRESS: at 67.05% examples, 722477 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:21,927 : INFO : EPOCH 6 - PROGRESS: at 67.43% examples, 722504 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:22,928 : INFO : EPOCH 6 - PROGRESS: at 67.78% examples, 722477 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:23,931 : INFO : EPOCH 6 - PROGRESS: at 68.15% examples, 722494 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:24,938 : INFO : EPOCH 6 - PROGRESS: at 68.53% examples, 722469 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:25,945 : INFO : EPOCH 6 - PROGRESS: at 68.88% examples, 722481 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:26,957 : INFO : EPOCH 6 - PROGRESS: at 69.25% examples, 722513 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:27,964 : INFO : EPOCH 6 - PROGRESS: at 69.57% examples, 722528 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:28,978 : INFO : EPOCH 6 - PROGRESS: at 69.93% examples, 722518 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:51:29,994 : INFO : EPOCH 6 - PROGRESS: at 70.30% examples, 722505 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:31,006 : INFO : EPOCH 6 - PROGRESS: at 70.64% examples, 722458 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:32,011 : INFO : EPOCH 6 - PROGRESS: at 70.98% examples, 722527 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:51:33,021 : INFO : EPOCH 6 - PROGRESS: at 71.34% examples, 722488 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:34,022 : INFO : EPOCH 6 - PROGRESS: at 71.71% examples, 722487 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:35,034 : INFO : EPOCH 6 - PROGRESS: at 72.06% examples, 722440 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:36,034 : INFO : EPOCH 6 - PROGRESS: at 72.40% examples, 722459 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:37,036 : INFO : EPOCH 6 - PROGRESS: at 72.73% examples, 722524 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:51:38,039 : INFO : EPOCH 6 - PROGRESS: at 73.08% examples, 722547 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:39,041 : INFO : EPOCH 6 - PROGRESS: at 73.42% examples, 722508 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:40,045 : INFO : EPOCH 6 - PROGRESS: at 73.77% examples, 722528 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:41,046 : INFO : EPOCH 6 - PROGRESS: at 74.11% examples, 722526 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:42,050 : INFO : EPOCH 6 - PROGRESS: at 74.45% examples, 722563 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:43,051 : INFO : EPOCH 6 - PROGRESS: at 74.81% examples, 722504 words/s, in_qsize 8, out_qsize 1
2020-07-24 16:51:44,058 : INFO : EPOCH 6 - PROGRESS: at 75.13% examples, 722585 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:51:45,062 : INFO : EPOCH 6 - PROGRESS: at 75.48% examples, 722604 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:46,063 : INFO : EPOCH 6 - PROGRESS: at 75.84% examples, 722590 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:47,076 : INFO : EPOCH 6 - PROGRESS: at 76.20% examples, 722529 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:48,094 : INFO : EPOCH 6 - PROGRESS: at 76.56% examples, 722627 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:49,113 : INFO : EPOCH 6 - PROGRESS: at 76.91% examples, 722646 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:50,118 : INFO : EPOCH 6 - PROGRESS: at 77.24% examples, 722694 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:51,122 : INFO : EPOCH 6 - PROGRESS: at 77.59% examples, 722693 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:52,125 : INFO : EPOCH 6 - PROGRESS: at 77.95% examples, 722676 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:53,130 : INFO : EPOCH 6 - PROGRESS: at 78.29% examples, 722648 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:54,135 : INFO : EPOCH 6 - PROGRESS: at 78.66% examples, 722625 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:55,163 : INFO : EPOCH 6 - PROGRESS: at 79.00% examples, 722646 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:56,179 : INFO : EPOCH 6 - PROGRESS: at 79.38% examples, 722657 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:57,193 : INFO : EPOCH 6 - PROGRESS: at 79.73% examples, 722678 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:58,193 : INFO : EPOCH 6 - PROGRESS: at 80.10% examples, 722686 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:51:59,195 : INFO : EPOCH 6 - PROGRESS: at 80.40% examples, 722693 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:00,198 : INFO : EPOCH 6 - PROGRESS: at 80.73% examples, 722708 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:01,204 : INFO : EPOCH 6 - PROGRESS: at 81.09% examples, 722698 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:02,207 : INFO : EPOCH 6 - PROGRESS: at 81.44% examples, 722747 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:03,209 : INFO : EPOCH 6 - PROGRESS: at 81.79% examples, 722809 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:04,221 : INFO : EPOCH 6 - PROGRESS: at 82.16% examples, 722733 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:05,223 : INFO : EPOCH 6 - PROGRESS: at 82.52% examples, 722750 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:06,250 : INFO : EPOCH 6 - PROGRESS: at 82.89% examples, 722704 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:07,265 : INFO : EPOCH 6 - PROGRESS: at 83.26% examples, 722735 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:08,277 : INFO : EPOCH 6 - PROGRESS: at 83.62% examples, 722710 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:09,291 : INFO : EPOCH 6 - PROGRESS: at 83.96% examples, 722723 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:10,294 : INFO : EPOCH 6 - PROGRESS: at 84.31% examples, 722704 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:11,294 : INFO : EPOCH 6 - PROGRESS: at 84.68% examples, 722703 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:12,294 : INFO : EPOCH 6 - PROGRESS: at 85.04% examples, 722744 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:13,308 : INFO : EPOCH 6 - PROGRESS: at 85.39% examples, 722671 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:52:14,316 : INFO : EPOCH 6 - PROGRESS: at 85.73% examples, 722678 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:15,317 : INFO : EPOCH 6 - PROGRESS: at 86.08% examples, 722734 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:16,317 : INFO : EPOCH 6 - PROGRESS: at 86.43% examples, 722741 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:17,318 : INFO : EPOCH 6 - PROGRESS: at 86.78% examples, 722716 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:18,329 : INFO : EPOCH 6 - PROGRESS: at 87.13% examples, 722748 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:19,339 : INFO : EPOCH 6 - PROGRESS: at 87.48% examples, 722756 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:20,347 : INFO : EPOCH 6 - PROGRESS: at 87.83% examples, 722762 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:21,352 : INFO : EPOCH 6 - PROGRESS: at 88.18% examples, 722725 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:22,353 : INFO : EPOCH 6 - PROGRESS: at 88.50% examples, 722786 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:23,366 : INFO : EPOCH 6 - PROGRESS: at 88.87% examples, 722799 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:24,371 : INFO : EPOCH 6 - PROGRESS: at 89.19% examples, 722843 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:52:25,371 : INFO : EPOCH 6 - PROGRESS: at 89.56% examples, 722845 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:26,374 : INFO : EPOCH 6 - PROGRESS: at 89.89% examples, 722849 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:27,388 : INFO : EPOCH 6 - PROGRESS: at 90.22% examples, 722828 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:52:28,399 : INFO : EPOCH 6 - PROGRESS: at 90.57% examples, 722794 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:29,411 : INFO : EPOCH 6 - PROGRESS: at 90.91% examples, 722800 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:30,419 : INFO : EPOCH 6 - PROGRESS: at 91.22% examples, 722841 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:31,435 : INFO : EPOCH 6 - PROGRESS: at 91.61% examples, 722834 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:32,441 : INFO : EPOCH 6 - PROGRESS: at 91.92% examples, 722832 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:33,462 : INFO : EPOCH 6 - PROGRESS: at 92.29% examples, 722846 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:34,467 : INFO : EPOCH 6 - PROGRESS: at 92.66% examples, 722875 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:35,474 : INFO : EPOCH 6 - PROGRESS: at 92.99% examples, 722905 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:36,478 : INFO : EPOCH 6 - PROGRESS: at 93.35% examples, 722922 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:37,484 : INFO : EPOCH 6 - PROGRESS: at 93.69% examples, 722949 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:38,493 : INFO : EPOCH 6 - PROGRESS: at 94.04% examples, 722970 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:39,495 : INFO : EPOCH 6 - PROGRESS: at 94.39% examples, 722982 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:40,496 : INFO : EPOCH 6 - PROGRESS: at 94.73% examples, 722997 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:41,499 : INFO : EPOCH 6 - PROGRESS: at 95.07% examples, 722997 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:42,510 : INFO : EPOCH 6 - PROGRESS: at 95.43% examples, 722997 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:52:43,511 : INFO : EPOCH 6 - PROGRESS: at 95.80% examples, 723041 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:44,524 : INFO : EPOCH 6 - PROGRESS: at 96.13% examples, 723039 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:45,531 : INFO : EPOCH 6 - PROGRESS: at 96.51% examples, 723024 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:52:46,535 : INFO : EPOCH 6 - PROGRESS: at 96.86% examples, 723029 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:52:47,542 : INFO : EPOCH 6 - PROGRESS: at 97.22% examples, 723087 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:48,560 : INFO : EPOCH 6 - PROGRESS: at 97.58% examples, 723083 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:49,567 : INFO : EPOCH 6 - PROGRESS: at 97.93% examples, 723072 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:52:50,570 : INFO : EPOCH 6 - PROGRESS: at 98.32% examples, 723060 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:51,575 : INFO : EPOCH 6 - PROGRESS: at 98.66% examples, 723067 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:52:52,580 : INFO : EPOCH 6 - PROGRESS: at 99.03% examples, 723078 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:53,589 : INFO : EPOCH 6 - PROGRESS: at 99.41% examples, 723068 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:54,590 : INFO : EPOCH 6 - PROGRESS: at 99.77% examples, 723084 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:55,207 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 16:52:55,213 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 16:52:55,215 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 16:52:55,233 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 16:52:55,233 : INFO : EPOCH - 6 : training on 266822167 raw words (207269543 effective words) took 286.6s, 723089 effective words/s
2020-07-24 16:52:56,243 : INFO : EPOCH 7 - PROGRESS: at 0.32% examples, 715116 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:57,257 : INFO : EPOCH 7 - PROGRESS: at 0.68% examples, 717185 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:58,257 : INFO : EPOCH 7 - PROGRESS: at 1.02% examples, 722088 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:52:59,266 : INFO : EPOCH 7 - PROGRESS: at 1.37% examples, 716208 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:00,282 : INFO : EPOCH 7 - PROGRESS: at 1.69% examples, 713000 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:01,283 : INFO : EPOCH 7 - PROGRESS: at 2.04% examples, 711909 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:02,284 : INFO : EPOCH 7 - PROGRESS: at 2.38% examples, 709646 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:03,286 : INFO : EPOCH 7 - PROGRESS: at 2.69% examples, 705260 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:04,297 : INFO : EPOCH 7 - PROGRESS: at 2.95% examples, 692847 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:05,298 : INFO : EPOCH 7 - PROGRESS: at 3.26% examples, 691879 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:06,320 : INFO : EPOCH 7 - PROGRESS: at 3.60% examples, 694367 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:07,321 : INFO : EPOCH 7 - PROGRESS: at 3.95% examples, 697759 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:08,323 : INFO : EPOCH 7 - PROGRESS: at 4.30% examples, 700051 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:09,327 : INFO : EPOCH 7 - PROGRESS: at 4.64% examples, 702041 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:10,330 : INFO : EPOCH 7 - PROGRESS: at 5.00% examples, 703695 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:11,344 : INFO : EPOCH 7 - PROGRESS: at 5.35% examples, 704957 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:12,348 : INFO : EPOCH 7 - PROGRESS: at 5.68% examples, 707135 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:13,363 : INFO : EPOCH 7 - PROGRESS: at 6.03% examples, 708274 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:53:14,366 : INFO : EPOCH 7 - PROGRESS: at 6.39% examples, 709227 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:15,369 : INFO : EPOCH 7 - PROGRESS: at 6.74% examples, 709708 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:16,382 : INFO : EPOCH 7 - PROGRESS: at 7.08% examples, 710529 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:17,402 : INFO : EPOCH 7 - PROGRESS: at 7.41% examples, 711028 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:18,404 : INFO : EPOCH 7 - PROGRESS: at 7.75% examples, 712055 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:19,409 : INFO : EPOCH 7 - PROGRESS: at 8.06% examples, 712683 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:20,414 : INFO : EPOCH 7 - PROGRESS: at 8.43% examples, 713320 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:21,424 : INFO : EPOCH 7 - PROGRESS: at 8.78% examples, 713458 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:22,445 : INFO : EPOCH 7 - PROGRESS: at 9.14% examples, 714107 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:53:23,449 : INFO : EPOCH 7 - PROGRESS: at 9.49% examples, 715093 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:53:24,458 : INFO : EPOCH 7 - PROGRESS: at 9.84% examples, 715513 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:25,463 : INFO : EPOCH 7 - PROGRESS: at 10.17% examples, 715860 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:26,469 : INFO : EPOCH 7 - PROGRESS: at 10.52% examples, 716127 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:27,472 : INFO : EPOCH 7 - PROGRESS: at 10.85% examples, 716666 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:28,481 : INFO : EPOCH 7 - PROGRESS: at 11.19% examples, 716961 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:29,495 : INFO : EPOCH 7 - PROGRESS: at 11.54% examples, 717145 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:30,505 : INFO : EPOCH 7 - PROGRESS: at 11.91% examples, 717466 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:53:31,507 : INFO : EPOCH 7 - PROGRESS: at 12.25% examples, 717649 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:32,517 : INFO : EPOCH 7 - PROGRESS: at 12.61% examples, 717977 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:33,523 : INFO : EPOCH 7 - PROGRESS: at 12.98% examples, 718184 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:34,538 : INFO : EPOCH 7 - PROGRESS: at 13.33% examples, 718286 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:35,539 : INFO : EPOCH 7 - PROGRESS: at 13.69% examples, 718596 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:36,543 : INFO : EPOCH 7 - PROGRESS: at 14.05% examples, 718857 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:37,557 : INFO : EPOCH 7 - PROGRESS: at 14.40% examples, 719120 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:53:38,562 : INFO : EPOCH 7 - PROGRESS: at 14.76% examples, 719363 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:39,569 : INFO : EPOCH 7 - PROGRESS: at 15.13% examples, 719515 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:40,571 : INFO : EPOCH 7 - PROGRESS: at 15.48% examples, 719703 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:41,589 : INFO : EPOCH 7 - PROGRESS: at 15.82% examples, 719692 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:53:42,596 : INFO : EPOCH 7 - PROGRESS: at 16.17% examples, 719915 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:43,596 : INFO : EPOCH 7 - PROGRESS: at 16.53% examples, 720083 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:44,609 : INFO : EPOCH 7 - PROGRESS: at 16.89% examples, 719937 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:45,620 : INFO : EPOCH 7 - PROGRESS: at 17.26% examples, 719877 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:46,627 : INFO : EPOCH 7 - PROGRESS: at 17.60% examples, 719962 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:47,628 : INFO : EPOCH 7 - PROGRESS: at 17.95% examples, 720162 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:48,636 : INFO : EPOCH 7 - PROGRESS: at 18.30% examples, 720334 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:53:49,638 : INFO : EPOCH 7 - PROGRESS: at 18.64% examples, 720654 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:50,659 : INFO : EPOCH 7 - PROGRESS: at 19.01% examples, 720602 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:51,662 : INFO : EPOCH 7 - PROGRESS: at 19.40% examples, 720751 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:52,666 : INFO : EPOCH 7 - PROGRESS: at 19.76% examples, 720522 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:53,668 : INFO : EPOCH 7 - PROGRESS: at 20.10% examples, 720886 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:54,671 : INFO : EPOCH 7 - PROGRESS: at 20.46% examples, 720926 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:55,686 : INFO : EPOCH 7 - PROGRESS: at 20.83% examples, 721030 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:56,690 : INFO : EPOCH 7 - PROGRESS: at 21.16% examples, 721153 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:57,694 : INFO : EPOCH 7 - PROGRESS: at 21.51% examples, 721346 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:58,697 : INFO : EPOCH 7 - PROGRESS: at 21.85% examples, 721532 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:53:59,702 : INFO : EPOCH 7 - PROGRESS: at 22.20% examples, 721703 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:00,706 : INFO : EPOCH 7 - PROGRESS: at 22.53% examples, 721707 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:01,720 : INFO : EPOCH 7 - PROGRESS: at 22.91% examples, 721787 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:02,725 : INFO : EPOCH 7 - PROGRESS: at 23.28% examples, 721923 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:03,727 : INFO : EPOCH 7 - PROGRESS: at 23.63% examples, 722050 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:04,737 : INFO : EPOCH 7 - PROGRESS: at 23.95% examples, 722148 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:05,748 : INFO : EPOCH 7 - PROGRESS: at 24.29% examples, 722400 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:06,749 : INFO : EPOCH 7 - PROGRESS: at 24.65% examples, 722675 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:07,765 : INFO : EPOCH 7 - PROGRESS: at 25.01% examples, 722652 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:08,772 : INFO : EPOCH 7 - PROGRESS: at 25.37% examples, 722701 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:09,793 : INFO : EPOCH 7 - PROGRESS: at 25.73% examples, 722716 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:10,810 : INFO : EPOCH 7 - PROGRESS: at 26.09% examples, 722814 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:11,825 : INFO : EPOCH 7 - PROGRESS: at 26.45% examples, 722821 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:12,829 : INFO : EPOCH 7 - PROGRESS: at 26.80% examples, 722977 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:13,843 : INFO : EPOCH 7 - PROGRESS: at 27.15% examples, 722923 words/s, in_qsize 8, out_qsize 1
2020-07-24 16:54:14,845 : INFO : EPOCH 7 - PROGRESS: at 27.51% examples, 723141 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:15,845 : INFO : EPOCH 7 - PROGRESS: at 27.87% examples, 723153 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:16,864 : INFO : EPOCH 7 - PROGRESS: at 28.25% examples, 723073 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:17,878 : INFO : EPOCH 7 - PROGRESS: at 28.59% examples, 723049 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:18,883 : INFO : EPOCH 7 - PROGRESS: at 28.93% examples, 723089 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:54:19,893 : INFO : EPOCH 7 - PROGRESS: at 29.28% examples, 723204 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:20,896 : INFO : EPOCH 7 - PROGRESS: at 29.66% examples, 723336 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:54:21,902 : INFO : EPOCH 7 - PROGRESS: at 30.02% examples, 723422 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:22,908 : INFO : EPOCH 7 - PROGRESS: at 30.40% examples, 723385 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:23,908 : INFO : EPOCH 7 - PROGRESS: at 30.76% examples, 723382 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:24,921 : INFO : EPOCH 7 - PROGRESS: at 31.12% examples, 723282 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:25,925 : INFO : EPOCH 7 - PROGRESS: at 31.46% examples, 723381 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:26,936 : INFO : EPOCH 7 - PROGRESS: at 31.79% examples, 723405 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:54:27,953 : INFO : EPOCH 7 - PROGRESS: at 32.15% examples, 723495 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:28,965 : INFO : EPOCH 7 - PROGRESS: at 32.54% examples, 723471 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:54:29,967 : INFO : EPOCH 7 - PROGRESS: at 32.90% examples, 723517 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:30,970 : INFO : EPOCH 7 - PROGRESS: at 33.26% examples, 723577 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:31,977 : INFO : EPOCH 7 - PROGRESS: at 33.61% examples, 723826 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:32,981 : INFO : EPOCH 7 - PROGRESS: at 33.95% examples, 723807 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:33,987 : INFO : EPOCH 7 - PROGRESS: at 34.31% examples, 723890 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:35,004 : INFO : EPOCH 7 - PROGRESS: at 34.67% examples, 723882 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:36,008 : INFO : EPOCH 7 - PROGRESS: at 35.04% examples, 723893 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:37,009 : INFO : EPOCH 7 - PROGRESS: at 35.42% examples, 723794 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:38,035 : INFO : EPOCH 7 - PROGRESS: at 35.77% examples, 723832 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:39,039 : INFO : EPOCH 7 - PROGRESS: at 36.12% examples, 723807 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:40,059 : INFO : EPOCH 7 - PROGRESS: at 36.47% examples, 723878 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:41,062 : INFO : EPOCH 7 - PROGRESS: at 36.83% examples, 724019 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:42,077 : INFO : EPOCH 7 - PROGRESS: at 37.19% examples, 724048 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:43,092 : INFO : EPOCH 7 - PROGRESS: at 37.56% examples, 724091 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:44,098 : INFO : EPOCH 7 - PROGRESS: at 37.89% examples, 724154 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:45,111 : INFO : EPOCH 7 - PROGRESS: at 38.22% examples, 724125 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:46,113 : INFO : EPOCH 7 - PROGRESS: at 38.57% examples, 724137 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:47,119 : INFO : EPOCH 7 - PROGRESS: at 38.91% examples, 724164 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:54:48,123 : INFO : EPOCH 7 - PROGRESS: at 39.29% examples, 724151 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:49,134 : INFO : EPOCH 7 - PROGRESS: at 39.67% examples, 724056 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:50,146 : INFO : EPOCH 7 - PROGRESS: at 40.02% examples, 724046 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:51,159 : INFO : EPOCH 7 - PROGRESS: at 40.37% examples, 724117 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:52,179 : INFO : EPOCH 7 - PROGRESS: at 40.72% examples, 724158 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:54:53,179 : INFO : EPOCH 7 - PROGRESS: at 41.07% examples, 724124 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:54:54,200 : INFO : EPOCH 7 - PROGRESS: at 41.44% examples, 724125 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:55,204 : INFO : EPOCH 7 - PROGRESS: at 41.81% examples, 724293 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:56,207 : INFO : EPOCH 7 - PROGRESS: at 42.17% examples, 724249 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:57,207 : INFO : EPOCH 7 - PROGRESS: at 42.51% examples, 724360 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:58,208 : INFO : EPOCH 7 - PROGRESS: at 42.89% examples, 724236 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:54:59,213 : INFO : EPOCH 7 - PROGRESS: at 43.24% examples, 724250 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:00,227 : INFO : EPOCH 7 - PROGRESS: at 43.59% examples, 724320 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:01,228 : INFO : EPOCH 7 - PROGRESS: at 43.94% examples, 724315 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:02,232 : INFO : EPOCH 7 - PROGRESS: at 44.30% examples, 724296 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:55:03,241 : INFO : EPOCH 7 - PROGRESS: at 44.66% examples, 724271 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:04,253 : INFO : EPOCH 7 - PROGRESS: at 45.01% examples, 724286 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:05,260 : INFO : EPOCH 7 - PROGRESS: at 45.35% examples, 724287 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:06,269 : INFO : EPOCH 7 - PROGRESS: at 45.70% examples, 724335 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:07,275 : INFO : EPOCH 7 - PROGRESS: at 46.06% examples, 724336 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:08,278 : INFO : EPOCH 7 - PROGRESS: at 46.42% examples, 724268 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:55:09,281 : INFO : EPOCH 7 - PROGRESS: at 46.79% examples, 724276 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:10,282 : INFO : EPOCH 7 - PROGRESS: at 47.13% examples, 724283 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:55:11,295 : INFO : EPOCH 7 - PROGRESS: at 47.50% examples, 724318 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:12,299 : INFO : EPOCH 7 - PROGRESS: at 47.84% examples, 724377 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:13,302 : INFO : EPOCH 7 - PROGRESS: at 48.21% examples, 724295 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:14,330 : INFO : EPOCH 7 - PROGRESS: at 48.55% examples, 724296 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:15,332 : INFO : EPOCH 7 - PROGRESS: at 48.92% examples, 724359 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:16,347 : INFO : EPOCH 7 - PROGRESS: at 49.29% examples, 724367 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:17,351 : INFO : EPOCH 7 - PROGRESS: at 49.64% examples, 724343 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:55:18,352 : INFO : EPOCH 7 - PROGRESS: at 49.99% examples, 724415 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:19,362 : INFO : EPOCH 7 - PROGRESS: at 50.32% examples, 724429 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:20,374 : INFO : EPOCH 7 - PROGRESS: at 50.67% examples, 724463 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:21,378 : INFO : EPOCH 7 - PROGRESS: at 51.01% examples, 724547 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:22,388 : INFO : EPOCH 7 - PROGRESS: at 51.38% examples, 724538 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:23,395 : INFO : EPOCH 7 - PROGRESS: at 51.71% examples, 724577 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:24,410 : INFO : EPOCH 7 - PROGRESS: at 52.07% examples, 724560 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:25,412 : INFO : EPOCH 7 - PROGRESS: at 52.42% examples, 724568 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:26,429 : INFO : EPOCH 7 - PROGRESS: at 52.78% examples, 724644 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:27,435 : INFO : EPOCH 7 - PROGRESS: at 53.13% examples, 724692 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:28,441 : INFO : EPOCH 7 - PROGRESS: at 53.49% examples, 724661 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:29,442 : INFO : EPOCH 7 - PROGRESS: at 53.83% examples, 724647 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:30,445 : INFO : EPOCH 7 - PROGRESS: at 54.19% examples, 724672 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:31,450 : INFO : EPOCH 7 - PROGRESS: at 54.56% examples, 724672 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:32,455 : INFO : EPOCH 7 - PROGRESS: at 54.90% examples, 724673 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:33,471 : INFO : EPOCH 7 - PROGRESS: at 55.23% examples, 724734 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:34,485 : INFO : EPOCH 7 - PROGRESS: at 55.60% examples, 724753 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:35,485 : INFO : EPOCH 7 - PROGRESS: at 55.92% examples, 724808 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:36,494 : INFO : EPOCH 7 - PROGRESS: at 56.27% examples, 724867 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:37,497 : INFO : EPOCH 7 - PROGRESS: at 56.62% examples, 724910 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:38,508 : INFO : EPOCH 7 - PROGRESS: at 56.98% examples, 724859 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:39,511 : INFO : EPOCH 7 - PROGRESS: at 57.35% examples, 724692 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:40,520 : INFO : EPOCH 7 - PROGRESS: at 57.67% examples, 724469 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:41,523 : INFO : EPOCH 7 - PROGRESS: at 58.06% examples, 724326 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:42,533 : INFO : EPOCH 7 - PROGRESS: at 58.44% examples, 724269 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:43,536 : INFO : EPOCH 7 - PROGRESS: at 58.79% examples, 724254 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:44,552 : INFO : EPOCH 7 - PROGRESS: at 59.15% examples, 724066 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:55:45,553 : INFO : EPOCH 7 - PROGRESS: at 59.47% examples, 723662 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:46,555 : INFO : EPOCH 7 - PROGRESS: at 59.77% examples, 722821 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:47,555 : INFO : EPOCH 7 - PROGRESS: at 60.11% examples, 722777 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:48,563 : INFO : EPOCH 7 - PROGRESS: at 60.46% examples, 722796 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:49,569 : INFO : EPOCH 7 - PROGRESS: at 60.81% examples, 722777 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:50,570 : INFO : EPOCH 7 - PROGRESS: at 61.17% examples, 722776 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:51,575 : INFO : EPOCH 7 - PROGRESS: at 61.53% examples, 722814 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:52,580 : INFO : EPOCH 7 - PROGRESS: at 61.89% examples, 722855 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:53,588 : INFO : EPOCH 7 - PROGRESS: at 62.21% examples, 722919 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:54,593 : INFO : EPOCH 7 - PROGRESS: at 62.56% examples, 722950 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:55,595 : INFO : EPOCH 7 - PROGRESS: at 62.91% examples, 722988 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:55:56,627 : INFO : EPOCH 7 - PROGRESS: at 63.27% examples, 722980 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:57,638 : INFO : EPOCH 7 - PROGRESS: at 63.64% examples, 723002 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:55:58,647 : INFO : EPOCH 7 - PROGRESS: at 63.97% examples, 723048 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:55:59,657 : INFO : EPOCH 7 - PROGRESS: at 64.31% examples, 723051 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:00,665 : INFO : EPOCH 7 - PROGRESS: at 64.67% examples, 723076 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:01,684 : INFO : EPOCH 7 - PROGRESS: at 65.04% examples, 723096 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:02,687 : INFO : EPOCH 7 - PROGRESS: at 65.40% examples, 723065 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:03,690 : INFO : EPOCH 7 - PROGRESS: at 65.78% examples, 723046 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:56:04,692 : INFO : EPOCH 7 - PROGRESS: at 66.11% examples, 723159 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:05,699 : INFO : EPOCH 7 - PROGRESS: at 66.45% examples, 723179 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:56:06,700 : INFO : EPOCH 7 - PROGRESS: at 66.82% examples, 723210 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:07,705 : INFO : EPOCH 7 - PROGRESS: at 67.18% examples, 723221 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:08,718 : INFO : EPOCH 7 - PROGRESS: at 67.55% examples, 723259 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:09,720 : INFO : EPOCH 7 - PROGRESS: at 67.91% examples, 723309 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:56:10,732 : INFO : EPOCH 7 - PROGRESS: at 68.29% examples, 723288 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:56:11,733 : INFO : EPOCH 7 - PROGRESS: at 68.64% examples, 723298 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:56:12,741 : INFO : EPOCH 7 - PROGRESS: at 69.02% examples, 723316 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:13,752 : INFO : EPOCH 7 - PROGRESS: at 69.36% examples, 723322 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:14,769 : INFO : EPOCH 7 - PROGRESS: at 69.73% examples, 723341 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:15,770 : INFO : EPOCH 7 - PROGRESS: at 70.07% examples, 723362 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:16,770 : INFO : EPOCH 7 - PROGRESS: at 70.44% examples, 723360 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:17,772 : INFO : EPOCH 7 - PROGRESS: at 70.77% examples, 723386 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:18,781 : INFO : EPOCH 7 - PROGRESS: at 71.12% examples, 723372 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:19,783 : INFO : EPOCH 7 - PROGRESS: at 71.48% examples, 723375 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:20,796 : INFO : EPOCH 7 - PROGRESS: at 71.85% examples, 723360 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:21,799 : INFO : EPOCH 7 - PROGRESS: at 72.18% examples, 723423 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:22,799 : INFO : EPOCH 7 - PROGRESS: at 72.53% examples, 723435 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:23,807 : INFO : EPOCH 7 - PROGRESS: at 72.87% examples, 723341 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:56:24,826 : INFO : EPOCH 7 - PROGRESS: at 73.22% examples, 723400 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:25,835 : INFO : EPOCH 7 - PROGRESS: at 73.57% examples, 723448 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:26,836 : INFO : EPOCH 7 - PROGRESS: at 73.91% examples, 723472 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:27,852 : INFO : EPOCH 7 - PROGRESS: at 74.25% examples, 723465 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:56:28,859 : INFO : EPOCH 7 - PROGRESS: at 74.62% examples, 723544 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:29,881 : INFO : EPOCH 7 - PROGRESS: at 74.96% examples, 723535 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:30,886 : INFO : EPOCH 7 - PROGRESS: at 75.31% examples, 723612 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:56:31,900 : INFO : EPOCH 7 - PROGRESS: at 75.66% examples, 723580 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:32,903 : INFO : EPOCH 7 - PROGRESS: at 76.02% examples, 723546 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:56:33,908 : INFO : EPOCH 7 - PROGRESS: at 76.38% examples, 723603 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:34,917 : INFO : EPOCH 7 - PROGRESS: at 76.73% examples, 723635 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:35,919 : INFO : EPOCH 7 - PROGRESS: at 77.07% examples, 723703 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:36,919 : INFO : EPOCH 7 - PROGRESS: at 77.39% examples, 723706 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:37,922 : INFO : EPOCH 7 - PROGRESS: at 77.76% examples, 723671 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:38,934 : INFO : EPOCH 7 - PROGRESS: at 78.12% examples, 723709 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:39,941 : INFO : EPOCH 7 - PROGRESS: at 78.48% examples, 723715 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:40,951 : INFO : EPOCH 7 - PROGRESS: at 78.82% examples, 723720 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:41,953 : INFO : EPOCH 7 - PROGRESS: at 79.19% examples, 723725 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:42,955 : INFO : EPOCH 7 - PROGRESS: at 79.53% examples, 723743 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:43,960 : INFO : EPOCH 7 - PROGRESS: at 79.90% examples, 723710 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:44,967 : INFO : EPOCH 7 - PROGRESS: at 80.23% examples, 723712 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:45,970 : INFO : EPOCH 7 - PROGRESS: at 80.55% examples, 723797 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:46,984 : INFO : EPOCH 7 - PROGRESS: at 80.90% examples, 723786 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:56:47,987 : INFO : EPOCH 7 - PROGRESS: at 81.27% examples, 723782 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:48,996 : INFO : EPOCH 7 - PROGRESS: at 81.60% examples, 723772 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:50,000 : INFO : EPOCH 7 - PROGRESS: at 81.97% examples, 723777 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:51,006 : INFO : EPOCH 7 - PROGRESS: at 82.34% examples, 723738 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:52,008 : INFO : EPOCH 7 - PROGRESS: at 82.72% examples, 723787 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:53,019 : INFO : EPOCH 7 - PROGRESS: at 83.06% examples, 723779 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:54,021 : INFO : EPOCH 7 - PROGRESS: at 83.42% examples, 723793 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:55,033 : INFO : EPOCH 7 - PROGRESS: at 83.79% examples, 723820 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:56,034 : INFO : EPOCH 7 - PROGRESS: at 84.12% examples, 723856 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:57,043 : INFO : EPOCH 7 - PROGRESS: at 84.47% examples, 723810 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:56:58,046 : INFO : EPOCH 7 - PROGRESS: at 84.84% examples, 723810 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:56:59,066 : INFO : EPOCH 7 - PROGRESS: at 85.21% examples, 723729 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:57:00,073 : INFO : EPOCH 7 - PROGRESS: at 85.56% examples, 723772 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:01,074 : INFO : EPOCH 7 - PROGRESS: at 85.90% examples, 723780 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:02,090 : INFO : EPOCH 7 - PROGRESS: at 86.24% examples, 723808 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:03,093 : INFO : EPOCH 7 - PROGRESS: at 86.60% examples, 723857 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:04,114 : INFO : EPOCH 7 - PROGRESS: at 86.96% examples, 723834 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:05,126 : INFO : EPOCH 7 - PROGRESS: at 87.31% examples, 723857 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:06,131 : INFO : EPOCH 7 - PROGRESS: at 87.66% examples, 723803 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:07,138 : INFO : EPOCH 7 - PROGRESS: at 88.02% examples, 723806 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:08,153 : INFO : EPOCH 7 - PROGRESS: at 88.36% examples, 723873 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:09,165 : INFO : EPOCH 7 - PROGRESS: at 88.70% examples, 723907 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:10,177 : INFO : EPOCH 7 - PROGRESS: at 89.03% examples, 723913 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:11,183 : INFO : EPOCH 7 - PROGRESS: at 89.40% examples, 723968 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:12,184 : INFO : EPOCH 7 - PROGRESS: at 89.76% examples, 723992 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:13,188 : INFO : EPOCH 7 - PROGRESS: at 90.08% examples, 723997 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:14,190 : INFO : EPOCH 7 - PROGRESS: at 90.43% examples, 724017 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:15,199 : INFO : EPOCH 7 - PROGRESS: at 90.75% examples, 724010 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:16,210 : INFO : EPOCH 7 - PROGRESS: at 91.09% examples, 724048 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:17,211 : INFO : EPOCH 7 - PROGRESS: at 91.44% examples, 724070 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:18,213 : INFO : EPOCH 7 - PROGRESS: at 91.79% examples, 724027 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:19,215 : INFO : EPOCH 7 - PROGRESS: at 92.12% examples, 724126 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:20,218 : INFO : EPOCH 7 - PROGRESS: at 92.50% examples, 724117 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:21,224 : INFO : EPOCH 7 - PROGRESS: at 92.84% examples, 724119 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:22,239 : INFO : EPOCH 7 - PROGRESS: at 93.19% examples, 724107 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:23,241 : INFO : EPOCH 7 - PROGRESS: at 93.53% examples, 724162 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:24,242 : INFO : EPOCH 7 - PROGRESS: at 93.86% examples, 724171 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:25,246 : INFO : EPOCH 7 - PROGRESS: at 94.23% examples, 724195 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:26,247 : INFO : EPOCH 7 - PROGRESS: at 94.58% examples, 724177 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:27,249 : INFO : EPOCH 7 - PROGRESS: at 94.92% examples, 724219 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:28,258 : INFO : EPOCH 7 - PROGRESS: at 95.27% examples, 724192 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:29,258 : INFO : EPOCH 7 - PROGRESS: at 95.62% examples, 724190 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:57:30,268 : INFO : EPOCH 7 - PROGRESS: at 95.98% examples, 724203 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:31,275 : INFO : EPOCH 7 - PROGRESS: at 96.33% examples, 724187 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:32,282 : INFO : EPOCH 7 - PROGRESS: at 96.68% examples, 724056 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:33,298 : INFO : EPOCH 7 - PROGRESS: at 97.01% examples, 723791 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:34,305 : INFO : EPOCH 7 - PROGRESS: at 97.32% examples, 723571 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:35,315 : INFO : EPOCH 7 - PROGRESS: at 97.65% examples, 723337 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:36,324 : INFO : EPOCH 7 - PROGRESS: at 97.97% examples, 723044 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:37,337 : INFO : EPOCH 7 - PROGRESS: at 98.32% examples, 722811 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:38,337 : INFO : EPOCH 7 - PROGRESS: at 98.64% examples, 722578 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:39,346 : INFO : EPOCH 7 - PROGRESS: at 98.96% examples, 722334 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:40,352 : INFO : EPOCH 7 - PROGRESS: at 99.30% examples, 722124 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:41,355 : INFO : EPOCH 7 - PROGRESS: at 99.64% examples, 721908 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:42,369 : INFO : EPOCH 7 - PROGRESS: at 99.97% examples, 721656 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:42,423 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 16:57:42,425 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 16:57:42,429 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 16:57:42,453 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 16:57:42,453 : INFO : EPOCH - 7 : training on 266822167 raw words (207269735 effective words) took 287.2s, 721648 effective words/s
2020-07-24 16:57:43,461 : INFO : EPOCH 8 - PROGRESS: at 0.28% examples, 639107 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:44,462 : INFO : EPOCH 8 - PROGRESS: at 0.60% examples, 651030 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:57:45,470 : INFO : EPOCH 8 - PROGRESS: at 0.91% examples, 653512 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:46,476 : INFO : EPOCH 8 - PROGRESS: at 1.24% examples, 653504 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:57:47,491 : INFO : EPOCH 8 - PROGRESS: at 1.54% examples, 654204 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:48,501 : INFO : EPOCH 8 - PROGRESS: at 1.86% examples, 654119 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:57:49,506 : INFO : EPOCH 8 - PROGRESS: at 2.19% examples, 653994 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:50,508 : INFO : EPOCH 8 - PROGRESS: at 2.50% examples, 654617 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:51,519 : INFO : EPOCH 8 - PROGRESS: at 2.80% examples, 654965 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:52,525 : INFO : EPOCH 8 - PROGRESS: at 3.10% examples, 656090 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:53,528 : INFO : EPOCH 8 - PROGRESS: at 3.41% examples, 656295 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:54,532 : INFO : EPOCH 8 - PROGRESS: at 3.71% examples, 656842 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:57:55,550 : INFO : EPOCH 8 - PROGRESS: at 4.03% examples, 656810 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:56,552 : INFO : EPOCH 8 - PROGRESS: at 4.34% examples, 657950 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:57,566 : INFO : EPOCH 8 - PROGRESS: at 4.65% examples, 656643 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:57:58,577 : INFO : EPOCH 8 - PROGRESS: at 4.98% examples, 656733 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:57:59,583 : INFO : EPOCH 8 - PROGRESS: at 5.29% examples, 655864 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:00,594 : INFO : EPOCH 8 - PROGRESS: at 5.58% examples, 656214 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:01,600 : INFO : EPOCH 8 - PROGRESS: at 5.90% examples, 656373 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:02,620 : INFO : EPOCH 8 - PROGRESS: at 6.23% examples, 656360 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:03,628 : INFO : EPOCH 8 - PROGRESS: at 6.56% examples, 656420 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:58:04,630 : INFO : EPOCH 8 - PROGRESS: at 6.86% examples, 656682 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:05,635 : INFO : EPOCH 8 - PROGRESS: at 7.17% examples, 656894 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:06,644 : INFO : EPOCH 8 - PROGRESS: at 7.46% examples, 656429 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:07,646 : INFO : EPOCH 8 - PROGRESS: at 7.77% examples, 656480 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:08,652 : INFO : EPOCH 8 - PROGRESS: at 8.06% examples, 656634 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:09,655 : INFO : EPOCH 8 - PROGRESS: at 8.38% examples, 656546 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:10,678 : INFO : EPOCH 8 - PROGRESS: at 8.70% examples, 656503 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:11,693 : INFO : EPOCH 8 - PROGRESS: at 9.03% examples, 656389 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:58:12,709 : INFO : EPOCH 8 - PROGRESS: at 9.35% examples, 657193 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:13,722 : INFO : EPOCH 8 - PROGRESS: at 9.67% examples, 657243 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:14,722 : INFO : EPOCH 8 - PROGRESS: at 9.98% examples, 657399 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:15,722 : INFO : EPOCH 8 - PROGRESS: at 10.27% examples, 657217 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:16,729 : INFO : EPOCH 8 - PROGRESS: at 10.59% examples, 657220 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:17,740 : INFO : EPOCH 8 - PROGRESS: at 10.89% examples, 657370 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:18,749 : INFO : EPOCH 8 - PROGRESS: at 11.20% examples, 657494 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:19,752 : INFO : EPOCH 8 - PROGRESS: at 11.51% examples, 656816 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:20,760 : INFO : EPOCH 8 - PROGRESS: at 11.84% examples, 656495 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:58:21,780 : INFO : EPOCH 8 - PROGRESS: at 12.13% examples, 656075 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:22,791 : INFO : EPOCH 8 - PROGRESS: at 12.46% examples, 655364 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:58:23,796 : INFO : EPOCH 8 - PROGRESS: at 12.75% examples, 654616 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:24,800 : INFO : EPOCH 8 - PROGRESS: at 13.04% examples, 652203 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:25,804 : INFO : EPOCH 8 - PROGRESS: at 13.34% examples, 651639 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:26,804 : INFO : EPOCH 8 - PROGRESS: at 13.70% examples, 653441 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:27,806 : INFO : EPOCH 8 - PROGRESS: at 14.05% examples, 654805 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:28,817 : INFO : EPOCH 8 - PROGRESS: at 14.40% examples, 656501 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:29,819 : INFO : EPOCH 8 - PROGRESS: at 14.76% examples, 658092 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:30,821 : INFO : EPOCH 8 - PROGRESS: at 15.13% examples, 659404 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:31,824 : INFO : EPOCH 8 - PROGRESS: at 15.46% examples, 660486 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:32,828 : INFO : EPOCH 8 - PROGRESS: at 15.81% examples, 661856 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:33,833 : INFO : EPOCH 8 - PROGRESS: at 16.14% examples, 662977 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:34,841 : INFO : EPOCH 8 - PROGRESS: at 16.51% examples, 664228 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:35,856 : INFO : EPOCH 8 - PROGRESS: at 16.87% examples, 664936 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:58:36,870 : INFO : EPOCH 8 - PROGRESS: at 17.24% examples, 666016 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:37,875 : INFO : EPOCH 8 - PROGRESS: at 17.58% examples, 667014 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:38,877 : INFO : EPOCH 8 - PROGRESS: at 17.94% examples, 668274 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:39,881 : INFO : EPOCH 8 - PROGRESS: at 18.27% examples, 669102 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:40,900 : INFO : EPOCH 8 - PROGRESS: at 18.61% examples, 669989 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:41,902 : INFO : EPOCH 8 - PROGRESS: at 18.97% examples, 670885 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:42,908 : INFO : EPOCH 8 - PROGRESS: at 19.37% examples, 671790 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:43,917 : INFO : EPOCH 8 - PROGRESS: at 19.74% examples, 672497 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:44,932 : INFO : EPOCH 8 - PROGRESS: at 20.06% examples, 673377 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:45,934 : INFO : EPOCH 8 - PROGRESS: at 20.43% examples, 674193 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:46,937 : INFO : EPOCH 8 - PROGRESS: at 20.79% examples, 674847 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:47,948 : INFO : EPOCH 8 - PROGRESS: at 21.13% examples, 675700 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:48,949 : INFO : EPOCH 8 - PROGRESS: at 21.47% examples, 676443 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:49,955 : INFO : EPOCH 8 - PROGRESS: at 21.82% examples, 677276 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:50,956 : INFO : EPOCH 8 - PROGRESS: at 22.15% examples, 677959 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:51,969 : INFO : EPOCH 8 - PROGRESS: at 22.49% examples, 678545 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:58:52,977 : INFO : EPOCH 8 - PROGRESS: at 22.86% examples, 679318 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:53,980 : INFO : EPOCH 8 - PROGRESS: at 23.22% examples, 679565 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:54,986 : INFO : EPOCH 8 - PROGRESS: at 23.53% examples, 679182 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:55,986 : INFO : EPOCH 8 - PROGRESS: at 23.84% examples, 678862 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:58:56,996 : INFO : EPOCH 8 - PROGRESS: at 24.14% examples, 678843 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:58,002 : INFO : EPOCH 8 - PROGRESS: at 24.44% examples, 678667 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:58:59,005 : INFO : EPOCH 8 - PROGRESS: at 24.78% examples, 678290 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:00,006 : INFO : EPOCH 8 - PROGRESS: at 25.09% examples, 677910 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:01,015 : INFO : EPOCH 8 - PROGRESS: at 25.42% examples, 677646 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:02,017 : INFO : EPOCH 8 - PROGRESS: at 25.74% examples, 677356 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:03,029 : INFO : EPOCH 8 - PROGRESS: at 26.06% examples, 677168 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:04,029 : INFO : EPOCH 8 - PROGRESS: at 26.38% examples, 676960 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:05,053 : INFO : EPOCH 8 - PROGRESS: at 26.70% examples, 676586 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:06,061 : INFO : EPOCH 8 - PROGRESS: at 27.02% examples, 676562 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:07,075 : INFO : EPOCH 8 - PROGRESS: at 27.33% examples, 676298 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:08,078 : INFO : EPOCH 8 - PROGRESS: at 27.67% examples, 676100 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:09,079 : INFO : EPOCH 8 - PROGRESS: at 28.00% examples, 675812 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:10,081 : INFO : EPOCH 8 - PROGRESS: at 28.32% examples, 675627 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:11,088 : INFO : EPOCH 8 - PROGRESS: at 28.64% examples, 675409 words/s, in_qsize 8, out_qsize 1
2020-07-24 16:59:12,088 : INFO : EPOCH 8 - PROGRESS: at 28.94% examples, 675217 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:59:13,091 : INFO : EPOCH 8 - PROGRESS: at 29.26% examples, 675008 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:14,095 : INFO : EPOCH 8 - PROGRESS: at 29.60% examples, 674816 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:15,110 : INFO : EPOCH 8 - PROGRESS: at 29.92% examples, 674681 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:16,111 : INFO : EPOCH 8 - PROGRESS: at 30.27% examples, 674500 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:17,124 : INFO : EPOCH 8 - PROGRESS: at 30.60% examples, 674262 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:59:18,129 : INFO : EPOCH 8 - PROGRESS: at 30.93% examples, 674003 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:19,141 : INFO : EPOCH 8 - PROGRESS: at 31.24% examples, 673700 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:20,146 : INFO : EPOCH 8 - PROGRESS: at 31.54% examples, 673459 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:21,147 : INFO : EPOCH 8 - PROGRESS: at 31.85% examples, 673360 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:22,159 : INFO : EPOCH 8 - PROGRESS: at 32.17% examples, 673187 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:23,171 : INFO : EPOCH 8 - PROGRESS: at 32.52% examples, 672990 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:24,197 : INFO : EPOCH 8 - PROGRESS: at 32.86% examples, 672816 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:59:25,199 : INFO : EPOCH 8 - PROGRESS: at 33.19% examples, 672719 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:59:26,219 : INFO : EPOCH 8 - PROGRESS: at 33.51% examples, 672547 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:27,226 : INFO : EPOCH 8 - PROGRESS: at 33.83% examples, 672514 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:28,249 : INFO : EPOCH 8 - PROGRESS: at 34.13% examples, 672302 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:29,253 : INFO : EPOCH 8 - PROGRESS: at 34.45% examples, 672235 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:30,260 : INFO : EPOCH 8 - PROGRESS: at 34.79% examples, 672007 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:59:31,266 : INFO : EPOCH 8 - PROGRESS: at 35.12% examples, 671907 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:32,284 : INFO : EPOCH 8 - PROGRESS: at 35.46% examples, 671712 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:59:33,291 : INFO : EPOCH 8 - PROGRESS: at 35.78% examples, 671670 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:59:34,295 : INFO : EPOCH 8 - PROGRESS: at 36.10% examples, 671498 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:35,302 : INFO : EPOCH 8 - PROGRESS: at 36.42% examples, 671311 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:36,324 : INFO : EPOCH 8 - PROGRESS: at 36.73% examples, 671249 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:37,336 : INFO : EPOCH 8 - PROGRESS: at 37.07% examples, 671155 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:38,337 : INFO : EPOCH 8 - PROGRESS: at 37.40% examples, 671061 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:39,342 : INFO : EPOCH 8 - PROGRESS: at 37.70% examples, 670920 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:40,347 : INFO : EPOCH 8 - PROGRESS: at 37.99% examples, 670793 words/s, in_qsize 7, out_qsize 1
2020-07-24 16:59:41,363 : INFO : EPOCH 8 - PROGRESS: at 38.31% examples, 670720 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:42,367 : INFO : EPOCH 8 - PROGRESS: at 38.63% examples, 670637 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:43,369 : INFO : EPOCH 8 - PROGRESS: at 38.92% examples, 670558 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:44,372 : INFO : EPOCH 8 - PROGRESS: at 39.28% examples, 670425 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:45,374 : INFO : EPOCH 8 - PROGRESS: at 39.63% examples, 670286 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:46,385 : INFO : EPOCH 8 - PROGRESS: at 39.95% examples, 670134 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:47,394 : INFO : EPOCH 8 - PROGRESS: at 40.26% examples, 670100 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:48,411 : INFO : EPOCH 8 - PROGRESS: at 40.56% examples, 669970 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:49,416 : INFO : EPOCH 8 - PROGRESS: at 40.90% examples, 669799 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:50,430 : INFO : EPOCH 8 - PROGRESS: at 41.21% examples, 669718 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:51,430 : INFO : EPOCH 8 - PROGRESS: at 41.55% examples, 669689 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:52,436 : INFO : EPOCH 8 - PROGRESS: at 41.89% examples, 669623 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:53,452 : INFO : EPOCH 8 - PROGRESS: at 42.21% examples, 669429 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:54,465 : INFO : EPOCH 8 - PROGRESS: at 42.51% examples, 669295 words/s, in_qsize 8, out_qsize 0
2020-07-24 16:59:55,473 : INFO : EPOCH 8 - PROGRESS: at 42.86% examples, 669192 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:56,474 : INFO : EPOCH 8 - PROGRESS: at 43.18% examples, 669119 words/s, in_qsize 6, out_qsize 1
2020-07-24 16:59:57,484 : INFO : EPOCH 8 - PROGRESS: at 43.50% examples, 669054 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:58,505 : INFO : EPOCH 8 - PROGRESS: at 43.81% examples, 668943 words/s, in_qsize 7, out_qsize 0
2020-07-24 16:59:59,515 : INFO : EPOCH 8 - PROGRESS: at 44.15% examples, 668820 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:00,524 : INFO : EPOCH 8 - PROGRESS: at 44.46% examples, 668690 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:01,543 : INFO : EPOCH 8 - PROGRESS: at 44.79% examples, 668563 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:02,545 : INFO : EPOCH 8 - PROGRESS: at 45.11% examples, 668456 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:03,568 : INFO : EPOCH 8 - PROGRESS: at 45.42% examples, 668341 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:04,570 : INFO : EPOCH 8 - PROGRESS: at 45.73% examples, 668364 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:05,582 : INFO : EPOCH 8 - PROGRESS: at 46.06% examples, 668240 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:06,586 : INFO : EPOCH 8 - PROGRESS: at 46.39% examples, 668166 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:07,593 : INFO : EPOCH 8 - PROGRESS: at 46.72% examples, 668049 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:08,599 : INFO : EPOCH 8 - PROGRESS: at 47.05% examples, 667915 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:00:09,602 : INFO : EPOCH 8 - PROGRESS: at 47.35% examples, 667878 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:10,606 : INFO : EPOCH 8 - PROGRESS: at 47.68% examples, 667733 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:11,612 : INFO : EPOCH 8 - PROGRESS: at 47.98% examples, 667697 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:12,620 : INFO : EPOCH 8 - PROGRESS: at 48.32% examples, 667615 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:13,639 : INFO : EPOCH 8 - PROGRESS: at 48.63% examples, 667502 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:00:14,653 : INFO : EPOCH 8 - PROGRESS: at 48.97% examples, 667414 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:15,671 : INFO : EPOCH 8 - PROGRESS: at 49.31% examples, 667343 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:16,679 : INFO : EPOCH 8 - PROGRESS: at 49.62% examples, 667277 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:00:17,679 : INFO : EPOCH 8 - PROGRESS: at 49.94% examples, 667243 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:00:18,681 : INFO : EPOCH 8 - PROGRESS: at 50.23% examples, 667182 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:00:19,686 : INFO : EPOCH 8 - PROGRESS: at 50.55% examples, 667206 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:20,686 : INFO : EPOCH 8 - PROGRESS: at 50.87% examples, 667181 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:21,697 : INFO : EPOCH 8 - PROGRESS: at 51.18% examples, 667104 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:00:22,704 : INFO : EPOCH 8 - PROGRESS: at 51.50% examples, 666991 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:23,714 : INFO : EPOCH 8 - PROGRESS: at 51.81% examples, 666919 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:24,715 : INFO : EPOCH 8 - PROGRESS: at 52.12% examples, 666876 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:25,715 : INFO : EPOCH 8 - PROGRESS: at 52.45% examples, 666830 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:26,722 : INFO : EPOCH 8 - PROGRESS: at 52.76% examples, 666761 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:27,742 : INFO : EPOCH 8 - PROGRESS: at 53.08% examples, 666618 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:28,758 : INFO : EPOCH 8 - PROGRESS: at 53.40% examples, 666535 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:00:29,761 : INFO : EPOCH 8 - PROGRESS: at 53.72% examples, 666537 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:30,769 : INFO : EPOCH 8 - PROGRESS: at 54.03% examples, 666437 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:31,785 : INFO : EPOCH 8 - PROGRESS: at 54.36% examples, 666378 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:32,793 : INFO : EPOCH 8 - PROGRESS: at 54.70% examples, 666329 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:33,818 : INFO : EPOCH 8 - PROGRESS: at 55.01% examples, 666265 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:00:34,829 : INFO : EPOCH 8 - PROGRESS: at 55.31% examples, 666242 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:35,832 : INFO : EPOCH 8 - PROGRESS: at 55.64% examples, 666160 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:00:36,839 : INFO : EPOCH 8 - PROGRESS: at 55.93% examples, 666168 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:37,840 : INFO : EPOCH 8 - PROGRESS: at 56.24% examples, 666147 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:38,852 : INFO : EPOCH 8 - PROGRESS: at 56.56% examples, 666134 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:00:39,866 : INFO : EPOCH 8 - PROGRESS: at 56.88% examples, 666096 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:40,870 : INFO : EPOCH 8 - PROGRESS: at 57.23% examples, 665950 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:41,876 : INFO : EPOCH 8 - PROGRESS: at 57.56% examples, 665947 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:42,887 : INFO : EPOCH 8 - PROGRESS: at 57.88% examples, 665876 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:43,903 : INFO : EPOCH 8 - PROGRESS: at 58.24% examples, 665760 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:00:44,911 : INFO : EPOCH 8 - PROGRESS: at 58.58% examples, 665700 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:45,913 : INFO : EPOCH 8 - PROGRESS: at 58.91% examples, 665680 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:46,920 : INFO : EPOCH 8 - PROGRESS: at 59.24% examples, 665615 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:47,928 : INFO : EPOCH 8 - PROGRESS: at 59.56% examples, 665560 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:48,944 : INFO : EPOCH 8 - PROGRESS: at 59.89% examples, 665473 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:49,967 : INFO : EPOCH 8 - PROGRESS: at 60.23% examples, 665394 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:50,976 : INFO : EPOCH 8 - PROGRESS: at 60.55% examples, 665367 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:51,983 : INFO : EPOCH 8 - PROGRESS: at 60.85% examples, 665332 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:53,003 : INFO : EPOCH 8 - PROGRESS: at 61.19% examples, 665242 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:54,021 : INFO : EPOCH 8 - PROGRESS: at 61.52% examples, 665193 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:55,023 : INFO : EPOCH 8 - PROGRESS: at 61.83% examples, 665176 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:56,023 : INFO : EPOCH 8 - PROGRESS: at 62.12% examples, 665202 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:57,028 : INFO : EPOCH 8 - PROGRESS: at 62.44% examples, 665158 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:58,028 : INFO : EPOCH 8 - PROGRESS: at 62.75% examples, 665138 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:00:59,047 : INFO : EPOCH 8 - PROGRESS: at 63.06% examples, 665127 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:01:00,058 : INFO : EPOCH 8 - PROGRESS: at 63.41% examples, 665069 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:01,074 : INFO : EPOCH 8 - PROGRESS: at 63.70% examples, 664908 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:02,090 : INFO : EPOCH 8 - PROGRESS: at 64.01% examples, 664690 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:01:03,094 : INFO : EPOCH 8 - PROGRESS: at 64.30% examples, 664538 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:01:04,108 : INFO : EPOCH 8 - PROGRESS: at 64.61% examples, 664330 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:05,138 : INFO : EPOCH 8 - PROGRESS: at 64.90% examples, 663842 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:06,142 : INFO : EPOCH 8 - PROGRESS: at 65.21% examples, 663609 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:07,166 : INFO : EPOCH 8 - PROGRESS: at 65.59% examples, 663856 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:08,169 : INFO : EPOCH 8 - PROGRESS: at 65.95% examples, 664166 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:09,179 : INFO : EPOCH 8 - PROGRESS: at 66.30% examples, 664521 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:10,184 : INFO : EPOCH 8 - PROGRESS: at 66.64% examples, 664791 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:11,193 : INFO : EPOCH 8 - PROGRESS: at 66.98% examples, 665084 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:12,207 : INFO : EPOCH 8 - PROGRESS: at 67.36% examples, 665368 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:13,210 : INFO : EPOCH 8 - PROGRESS: at 67.72% examples, 665639 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:14,226 : INFO : EPOCH 8 - PROGRESS: at 68.09% examples, 665927 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:15,236 : INFO : EPOCH 8 - PROGRESS: at 68.47% examples, 666186 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:16,252 : INFO : EPOCH 8 - PROGRESS: at 68.83% examples, 666492 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:17,253 : INFO : EPOCH 8 - PROGRESS: at 69.19% examples, 666714 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:18,253 : INFO : EPOCH 8 - PROGRESS: at 69.52% examples, 667033 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:19,266 : INFO : EPOCH 8 - PROGRESS: at 69.88% examples, 667249 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:20,273 : INFO : EPOCH 8 - PROGRESS: at 70.24% examples, 667553 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:21,283 : INFO : EPOCH 8 - PROGRESS: at 70.58% examples, 667786 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:22,285 : INFO : EPOCH 8 - PROGRESS: at 70.94% examples, 668058 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:23,289 : INFO : EPOCH 8 - PROGRESS: at 71.28% examples, 668316 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:24,295 : INFO : EPOCH 8 - PROGRESS: at 71.66% examples, 668548 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:01:25,301 : INFO : EPOCH 8 - PROGRESS: at 72.01% examples, 668814 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:26,301 : INFO : EPOCH 8 - PROGRESS: at 72.35% examples, 669075 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:27,306 : INFO : EPOCH 8 - PROGRESS: at 72.68% examples, 669361 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:28,307 : INFO : EPOCH 8 - PROGRESS: at 73.03% examples, 669568 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:29,308 : INFO : EPOCH 8 - PROGRESS: at 73.37% examples, 669799 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:30,311 : INFO : EPOCH 8 - PROGRESS: at 73.71% examples, 670028 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:01:31,318 : INFO : EPOCH 8 - PROGRESS: at 74.06% examples, 670259 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:32,319 : INFO : EPOCH 8 - PROGRESS: at 74.41% examples, 670513 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:33,320 : INFO : EPOCH 8 - PROGRESS: at 74.75% examples, 670735 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:34,325 : INFO : EPOCH 8 - PROGRESS: at 75.07% examples, 670955 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:35,328 : INFO : EPOCH 8 - PROGRESS: at 75.43% examples, 671233 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:36,331 : INFO : EPOCH 8 - PROGRESS: at 75.78% examples, 671426 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:01:37,338 : INFO : EPOCH 8 - PROGRESS: at 76.15% examples, 671647 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:38,343 : INFO : EPOCH 8 - PROGRESS: at 76.49% examples, 671869 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:39,344 : INFO : EPOCH 8 - PROGRESS: at 76.84% examples, 672073 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:40,348 : INFO : EPOCH 8 - PROGRESS: at 77.17% examples, 672310 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:41,354 : INFO : EPOCH 8 - PROGRESS: at 77.51% examples, 672536 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:42,356 : INFO : EPOCH 8 - PROGRESS: at 77.87% examples, 672707 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:43,365 : INFO : EPOCH 8 - PROGRESS: at 78.22% examples, 672938 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:44,375 : INFO : EPOCH 8 - PROGRESS: at 78.59% examples, 673176 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:45,380 : INFO : EPOCH 8 - PROGRESS: at 78.93% examples, 673386 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:46,391 : INFO : EPOCH 8 - PROGRESS: at 79.30% examples, 673590 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:47,403 : INFO : EPOCH 8 - PROGRESS: at 79.64% examples, 673772 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:48,414 : INFO : EPOCH 8 - PROGRESS: at 80.02% examples, 673997 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:49,430 : INFO : EPOCH 8 - PROGRESS: at 80.34% examples, 674207 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:50,434 : INFO : EPOCH 8 - PROGRESS: at 80.66% examples, 674464 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:51,437 : INFO : EPOCH 8 - PROGRESS: at 81.02% examples, 674640 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:52,446 : INFO : EPOCH 8 - PROGRESS: at 81.37% examples, 674812 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:01:53,449 : INFO : EPOCH 8 - PROGRESS: at 81.71% examples, 675078 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:54,456 : INFO : EPOCH 8 - PROGRESS: at 82.09% examples, 675233 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:01:55,456 : INFO : EPOCH 8 - PROGRESS: at 82.46% examples, 675418 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:56,463 : INFO : EPOCH 8 - PROGRESS: at 82.81% examples, 675605 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:57,463 : INFO : EPOCH 8 - PROGRESS: at 83.17% examples, 675791 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:58,468 : INFO : EPOCH 8 - PROGRESS: at 83.53% examples, 675916 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:01:59,474 : INFO : EPOCH 8 - PROGRESS: at 83.88% examples, 676154 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:00,486 : INFO : EPOCH 8 - PROGRESS: at 84.22% examples, 676279 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:01,490 : INFO : EPOCH 8 - PROGRESS: at 84.58% examples, 676451 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:02,493 : INFO : EPOCH 8 - PROGRESS: at 84.95% examples, 676637 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:03,493 : INFO : EPOCH 8 - PROGRESS: at 85.30% examples, 676794 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:04,504 : INFO : EPOCH 8 - PROGRESS: at 85.64% examples, 676948 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:05,523 : INFO : EPOCH 8 - PROGRESS: at 86.01% examples, 677145 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:06,524 : INFO : EPOCH 8 - PROGRESS: at 86.33% examples, 677331 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:07,525 : INFO : EPOCH 8 - PROGRESS: at 86.70% examples, 677509 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:08,530 : INFO : EPOCH 8 - PROGRESS: at 87.04% examples, 677662 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:09,533 : INFO : EPOCH 8 - PROGRESS: at 87.38% examples, 677840 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:02:10,543 : INFO : EPOCH 8 - PROGRESS: at 87.73% examples, 677991 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:11,553 : INFO : EPOCH 8 - PROGRESS: at 88.10% examples, 678178 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:02:12,572 : INFO : EPOCH 8 - PROGRESS: at 88.43% examples, 678356 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:13,584 : INFO : EPOCH 8 - PROGRESS: at 88.76% examples, 678568 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:14,597 : INFO : EPOCH 8 - PROGRESS: at 89.11% examples, 678758 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:15,601 : INFO : EPOCH 8 - PROGRESS: at 89.48% examples, 678967 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:16,602 : INFO : EPOCH 8 - PROGRESS: at 89.82% examples, 679127 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:17,605 : INFO : EPOCH 8 - PROGRESS: at 90.15% examples, 679261 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:02:18,614 : INFO : EPOCH 8 - PROGRESS: at 90.49% examples, 679396 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:19,614 : INFO : EPOCH 8 - PROGRESS: at 90.82% examples, 679592 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:20,628 : INFO : EPOCH 8 - PROGRESS: at 91.14% examples, 679764 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:21,644 : INFO : EPOCH 8 - PROGRESS: at 91.51% examples, 679925 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:22,658 : INFO : EPOCH 8 - PROGRESS: at 91.85% examples, 680064 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:23,662 : INFO : EPOCH 8 - PROGRESS: at 92.20% examples, 680290 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:24,669 : INFO : EPOCH 8 - PROGRESS: at 92.57% examples, 680397 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:25,688 : INFO : EPOCH 8 - PROGRESS: at 92.90% examples, 680552 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:26,700 : INFO : EPOCH 8 - PROGRESS: at 93.27% examples, 680701 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:27,706 : INFO : EPOCH 8 - PROGRESS: at 93.59% examples, 680878 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:28,715 : INFO : EPOCH 8 - PROGRESS: at 93.91% examples, 680846 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:29,718 : INFO : EPOCH 8 - PROGRESS: at 94.24% examples, 680747 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:30,726 : INFO : EPOCH 8 - PROGRESS: at 94.55% examples, 680632 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:31,728 : INFO : EPOCH 8 - PROGRESS: at 94.86% examples, 680584 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:32,730 : INFO : EPOCH 8 - PROGRESS: at 95.16% examples, 680463 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:33,759 : INFO : EPOCH 8 - PROGRESS: at 95.50% examples, 680388 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:34,762 : INFO : EPOCH 8 - PROGRESS: at 95.83% examples, 680338 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:35,763 : INFO : EPOCH 8 - PROGRESS: at 96.14% examples, 680263 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:36,786 : INFO : EPOCH 8 - PROGRESS: at 96.49% examples, 680151 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:37,788 : INFO : EPOCH 8 - PROGRESS: at 96.81% examples, 680128 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:38,790 : INFO : EPOCH 8 - PROGRESS: at 97.13% examples, 680012 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:02:39,791 : INFO : EPOCH 8 - PROGRESS: at 97.45% examples, 679956 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:40,794 : INFO : EPOCH 8 - PROGRESS: at 97.76% examples, 679859 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:02:41,811 : INFO : EPOCH 8 - PROGRESS: at 98.10% examples, 679760 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:42,817 : INFO : EPOCH 8 - PROGRESS: at 98.43% examples, 679664 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:02:43,817 : INFO : EPOCH 8 - PROGRESS: at 98.75% examples, 679626 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:44,830 : INFO : EPOCH 8 - PROGRESS: at 99.07% examples, 679501 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:45,833 : INFO : EPOCH 8 - PROGRESS: at 99.43% examples, 679419 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:46,845 : INFO : EPOCH 8 - PROGRESS: at 99.76% examples, 679343 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:47,563 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 17:02:47,567 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 17:02:47,574 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 17:02:47,590 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 17:02:47,591 : INFO : EPOCH - 8 : training on 266822167 raw words (207273099 effective words) took 305.1s, 679289 effective words/s
2020-07-24 17:02:48,601 : INFO : EPOCH 9 - PROGRESS: at 0.29% examples, 644594 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:49,607 : INFO : EPOCH 9 - PROGRESS: at 0.61% examples, 655766 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:02:50,616 : INFO : EPOCH 9 - PROGRESS: at 0.92% examples, 659258 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:02:51,630 : INFO : EPOCH 9 - PROGRESS: at 1.25% examples, 655704 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:52,637 : INFO : EPOCH 9 - PROGRESS: at 1.56% examples, 657721 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:02:53,645 : INFO : EPOCH 9 - PROGRESS: at 1.88% examples, 657034 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:54,645 : INFO : EPOCH 9 - PROGRESS: at 2.20% examples, 656960 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:55,650 : INFO : EPOCH 9 - PROGRESS: at 2.51% examples, 657253 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:56,678 : INFO : EPOCH 9 - PROGRESS: at 2.81% examples, 656553 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:02:57,689 : INFO : EPOCH 9 - PROGRESS: at 3.11% examples, 658874 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:02:58,694 : INFO : EPOCH 9 - PROGRESS: at 3.43% examples, 659185 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:02:59,706 : INFO : EPOCH 9 - PROGRESS: at 3.74% examples, 659004 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:00,711 : INFO : EPOCH 9 - PROGRESS: at 4.05% examples, 659433 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:01,712 : INFO : EPOCH 9 - PROGRESS: at 4.36% examples, 659391 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:02,716 : INFO : EPOCH 9 - PROGRESS: at 4.68% examples, 659683 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:03,717 : INFO : EPOCH 9 - PROGRESS: at 5.00% examples, 659329 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:04,730 : INFO : EPOCH 9 - PROGRESS: at 5.32% examples, 658895 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:05,734 : INFO : EPOCH 9 - PROGRESS: at 5.61% examples, 659098 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:06,743 : INFO : EPOCH 9 - PROGRESS: at 5.93% examples, 658979 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:07,746 : INFO : EPOCH 9 - PROGRESS: at 6.26% examples, 659303 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:08,746 : INFO : EPOCH 9 - PROGRESS: at 6.58% examples, 659000 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:09,750 : INFO : EPOCH 9 - PROGRESS: at 6.88% examples, 658886 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:10,752 : INFO : EPOCH 9 - PROGRESS: at 7.19% examples, 659463 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:11,762 : INFO : EPOCH 9 - PROGRESS: at 7.48% examples, 659651 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:12,782 : INFO : EPOCH 9 - PROGRESS: at 7.80% examples, 659402 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:03:13,812 : INFO : EPOCH 9 - PROGRESS: at 8.10% examples, 659436 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:14,828 : INFO : EPOCH 9 - PROGRESS: at 8.43% examples, 659546 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:15,828 : INFO : EPOCH 9 - PROGRESS: at 8.74% examples, 659421 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:16,828 : INFO : EPOCH 9 - PROGRESS: at 9.08% examples, 659498 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:17,837 : INFO : EPOCH 9 - PROGRESS: at 9.39% examples, 659570 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:18,840 : INFO : EPOCH 9 - PROGRESS: at 9.69% examples, 659620 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:19,842 : INFO : EPOCH 9 - PROGRESS: at 10.00% examples, 659625 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:20,855 : INFO : EPOCH 9 - PROGRESS: at 10.31% examples, 659649 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:03:21,872 : INFO : EPOCH 9 - PROGRESS: at 10.62% examples, 659626 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:22,879 : INFO : EPOCH 9 - PROGRESS: at 10.93% examples, 659932 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:23,884 : INFO : EPOCH 9 - PROGRESS: at 11.25% examples, 659769 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:24,896 : INFO : EPOCH 9 - PROGRESS: at 11.57% examples, 659818 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:25,902 : INFO : EPOCH 9 - PROGRESS: at 11.89% examples, 659587 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:26,925 : INFO : EPOCH 9 - PROGRESS: at 12.21% examples, 659786 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:27,926 : INFO : EPOCH 9 - PROGRESS: at 12.54% examples, 659924 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:28,927 : INFO : EPOCH 9 - PROGRESS: at 12.87% examples, 659875 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:29,928 : INFO : EPOCH 9 - PROGRESS: at 13.20% examples, 659819 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:30,929 : INFO : EPOCH 9 - PROGRESS: at 13.51% examples, 659791 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:31,932 : INFO : EPOCH 9 - PROGRESS: at 13.84% examples, 659916 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:32,934 : INFO : EPOCH 9 - PROGRESS: at 14.17% examples, 659932 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:03:33,934 : INFO : EPOCH 9 - PROGRESS: at 14.48% examples, 660038 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:34,942 : INFO : EPOCH 9 - PROGRESS: at 14.80% examples, 660038 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:35,945 : INFO : EPOCH 9 - PROGRESS: at 15.14% examples, 659896 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:36,958 : INFO : EPOCH 9 - PROGRESS: at 15.45% examples, 659930 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:37,967 : INFO : EPOCH 9 - PROGRESS: at 15.77% examples, 659923 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:38,992 : INFO : EPOCH 9 - PROGRESS: at 16.08% examples, 659976 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:39,995 : INFO : EPOCH 9 - PROGRESS: at 16.38% examples, 659497 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:41,002 : INFO : EPOCH 9 - PROGRESS: at 16.72% examples, 658690 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:42,003 : INFO : EPOCH 9 - PROGRESS: at 17.02% examples, 657977 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:43,015 : INFO : EPOCH 9 - PROGRESS: at 17.33% examples, 657265 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:03:44,027 : INFO : EPOCH 9 - PROGRESS: at 17.58% examples, 655168 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:03:45,033 : INFO : EPOCH 9 - PROGRESS: at 17.89% examples, 654829 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:03:46,039 : INFO : EPOCH 9 - PROGRESS: at 18.22% examples, 656166 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:47,043 : INFO : EPOCH 9 - PROGRESS: at 18.57% examples, 657185 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:48,051 : INFO : EPOCH 9 - PROGRESS: at 18.93% examples, 658224 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:49,057 : INFO : EPOCH 9 - PROGRESS: at 19.33% examples, 659348 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:50,070 : INFO : EPOCH 9 - PROGRESS: at 19.70% examples, 660440 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:51,071 : INFO : EPOCH 9 - PROGRESS: at 20.04% examples, 661565 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:52,075 : INFO : EPOCH 9 - PROGRESS: at 20.40% examples, 662533 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:53,076 : INFO : EPOCH 9 - PROGRESS: at 20.75% examples, 663514 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:54,082 : INFO : EPOCH 9 - PROGRESS: at 21.10% examples, 664685 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:55,086 : INFO : EPOCH 9 - PROGRESS: at 21.43% examples, 665489 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:56,086 : INFO : EPOCH 9 - PROGRESS: at 21.78% examples, 666466 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:57,097 : INFO : EPOCH 9 - PROGRESS: at 22.13% examples, 667219 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:58,113 : INFO : EPOCH 9 - PROGRESS: at 22.47% examples, 668087 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:03:59,137 : INFO : EPOCH 9 - PROGRESS: at 22.84% examples, 669051 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:00,143 : INFO : EPOCH 9 - PROGRESS: at 23.21% examples, 669852 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:04:01,150 : INFO : EPOCH 9 - PROGRESS: at 23.57% examples, 670659 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:02,157 : INFO : EPOCH 9 - PROGRESS: at 23.90% examples, 671454 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:03,160 : INFO : EPOCH 9 - PROGRESS: at 24.23% examples, 672329 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:04,174 : INFO : EPOCH 9 - PROGRESS: at 24.59% examples, 673144 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:05,176 : INFO : EPOCH 9 - PROGRESS: at 24.95% examples, 673773 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:06,183 : INFO : EPOCH 9 - PROGRESS: at 25.30% examples, 674496 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:07,185 : INFO : EPOCH 9 - PROGRESS: at 25.66% examples, 675077 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:08,190 : INFO : EPOCH 9 - PROGRESS: at 26.02% examples, 675889 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:09,192 : INFO : EPOCH 9 - PROGRESS: at 26.37% examples, 676361 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:10,194 : INFO : EPOCH 9 - PROGRESS: at 26.72% examples, 677062 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:11,200 : INFO : EPOCH 9 - PROGRESS: at 27.05% examples, 677538 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:12,208 : INFO : EPOCH 9 - PROGRESS: at 27.41% examples, 678173 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:13,220 : INFO : EPOCH 9 - PROGRESS: at 27.79% examples, 678742 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:14,226 : INFO : EPOCH 9 - PROGRESS: at 28.14% examples, 679168 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:15,234 : INFO : EPOCH 9 - PROGRESS: at 28.49% examples, 679641 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:16,242 : INFO : EPOCH 9 - PROGRESS: at 28.84% examples, 680252 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:17,243 : INFO : EPOCH 9 - PROGRESS: at 29.19% examples, 680837 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:18,244 : INFO : EPOCH 9 - PROGRESS: at 29.56% examples, 681137 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:19,245 : INFO : EPOCH 9 - PROGRESS: at 29.91% examples, 681614 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:20,252 : INFO : EPOCH 9 - PROGRESS: at 30.29% examples, 682106 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:21,263 : INFO : EPOCH 9 - PROGRESS: at 30.66% examples, 682621 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:22,269 : INFO : EPOCH 9 - PROGRESS: at 31.03% examples, 683046 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:23,298 : INFO : EPOCH 9 - PROGRESS: at 31.37% examples, 683513 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:04:24,321 : INFO : EPOCH 9 - PROGRESS: at 31.70% examples, 683610 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:25,326 : INFO : EPOCH 9 - PROGRESS: at 32.01% examples, 683420 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:26,339 : INFO : EPOCH 9 - PROGRESS: at 32.35% examples, 683195 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:27,342 : INFO : EPOCH 9 - PROGRESS: at 32.69% examples, 682829 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:28,348 : INFO : EPOCH 9 - PROGRESS: at 33.02% examples, 682563 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:29,351 : INFO : EPOCH 9 - PROGRESS: at 33.33% examples, 682327 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:04:30,369 : INFO : EPOCH 9 - PROGRESS: at 33.65% examples, 682059 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:04:31,374 : INFO : EPOCH 9 - PROGRESS: at 33.96% examples, 681885 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:32,379 : INFO : EPOCH 9 - PROGRESS: at 34.28% examples, 681661 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:33,387 : INFO : EPOCH 9 - PROGRESS: at 34.60% examples, 681405 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:34,388 : INFO : EPOCH 9 - PROGRESS: at 34.94% examples, 681132 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:35,388 : INFO : EPOCH 9 - PROGRESS: at 35.27% examples, 680955 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:04:36,401 : INFO : EPOCH 9 - PROGRESS: at 35.61% examples, 680659 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:37,404 : INFO : EPOCH 9 - PROGRESS: at 35.92% examples, 680522 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:38,406 : INFO : EPOCH 9 - PROGRESS: at 36.26% examples, 680345 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:39,416 : INFO : EPOCH 9 - PROGRESS: at 36.54% examples, 680144 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:04:40,418 : INFO : EPOCH 9 - PROGRESS: at 36.88% examples, 680016 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:41,424 : INFO : EPOCH 9 - PROGRESS: at 37.20% examples, 679801 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:42,433 : INFO : EPOCH 9 - PROGRESS: at 37.53% examples, 679586 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:43,442 : INFO : EPOCH 9 - PROGRESS: at 37.82% examples, 679461 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:44,456 : INFO : EPOCH 9 - PROGRESS: at 38.13% examples, 679266 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:45,478 : INFO : EPOCH 9 - PROGRESS: at 38.45% examples, 679067 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:46,481 : INFO : EPOCH 9 - PROGRESS: at 38.77% examples, 678969 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:04:47,492 : INFO : EPOCH 9 - PROGRESS: at 39.09% examples, 678776 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:04:48,492 : INFO : EPOCH 9 - PROGRESS: at 39.45% examples, 678551 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:49,497 : INFO : EPOCH 9 - PROGRESS: at 39.77% examples, 678451 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:50,504 : INFO : EPOCH 9 - PROGRESS: at 40.09% examples, 678202 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:51,516 : INFO : EPOCH 9 - PROGRESS: at 40.40% examples, 678075 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:52,523 : INFO : EPOCH 9 - PROGRESS: at 40.72% examples, 677879 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:53,528 : INFO : EPOCH 9 - PROGRESS: at 41.04% examples, 677743 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:54,528 : INFO : EPOCH 9 - PROGRESS: at 41.37% examples, 677522 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:55,535 : INFO : EPOCH 9 - PROGRESS: at 41.69% examples, 677425 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:56,537 : INFO : EPOCH 9 - PROGRESS: at 42.03% examples, 677268 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:57,542 : INFO : EPOCH 9 - PROGRESS: at 42.36% examples, 677157 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:04:58,546 : INFO : EPOCH 9 - PROGRESS: at 42.68% examples, 677036 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:04:59,549 : INFO : EPOCH 9 - PROGRESS: at 43.01% examples, 676941 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:00,549 : INFO : EPOCH 9 - PROGRESS: at 43.31% examples, 676702 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:05:01,568 : INFO : EPOCH 9 - PROGRESS: at 43.63% examples, 676584 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:02,569 : INFO : EPOCH 9 - PROGRESS: at 43.96% examples, 676456 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:03,572 : INFO : EPOCH 9 - PROGRESS: at 44.29% examples, 676302 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:04,587 : INFO : EPOCH 9 - PROGRESS: at 44.62% examples, 676137 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:05,588 : INFO : EPOCH 9 - PROGRESS: at 44.93% examples, 676010 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:06,614 : INFO : EPOCH 9 - PROGRESS: at 45.26% examples, 675848 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:07,619 : INFO : EPOCH 9 - PROGRESS: at 45.57% examples, 675803 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:08,631 : INFO : EPOCH 9 - PROGRESS: at 45.89% examples, 675734 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:09,640 : INFO : EPOCH 9 - PROGRESS: at 46.21% examples, 675514 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:05:10,643 : INFO : EPOCH 9 - PROGRESS: at 46.54% examples, 675468 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:11,645 : INFO : EPOCH 9 - PROGRESS: at 46.88% examples, 675274 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:05:12,654 : INFO : EPOCH 9 - PROGRESS: at 47.20% examples, 675211 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:05:13,662 : INFO : EPOCH 9 - PROGRESS: at 47.52% examples, 675054 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:14,671 : INFO : EPOCH 9 - PROGRESS: at 47.84% examples, 674957 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:15,672 : INFO : EPOCH 9 - PROGRESS: at 48.17% examples, 674859 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:16,685 : INFO : EPOCH 9 - PROGRESS: at 48.48% examples, 674779 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:17,685 : INFO : EPOCH 9 - PROGRESS: at 48.81% examples, 674632 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:05:18,695 : INFO : EPOCH 9 - PROGRESS: at 49.14% examples, 674469 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:19,698 : INFO : EPOCH 9 - PROGRESS: at 49.48% examples, 674417 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:20,709 : INFO : EPOCH 9 - PROGRESS: at 49.79% examples, 674326 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:21,710 : INFO : EPOCH 9 - PROGRESS: at 50.09% examples, 674306 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:22,719 : INFO : EPOCH 9 - PROGRESS: at 50.40% examples, 674252 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:23,719 : INFO : EPOCH 9 - PROGRESS: at 50.73% examples, 674185 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:24,734 : INFO : EPOCH 9 - PROGRESS: at 51.03% examples, 674111 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:25,739 : INFO : EPOCH 9 - PROGRESS: at 51.37% examples, 674005 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:26,761 : INFO : EPOCH 9 - PROGRESS: at 51.67% examples, 673885 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:27,776 : INFO : EPOCH 9 - PROGRESS: at 52.00% examples, 673858 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:28,781 : INFO : EPOCH 9 - PROGRESS: at 52.32% examples, 673825 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:29,784 : INFO : EPOCH 9 - PROGRESS: at 52.63% examples, 673791 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:30,785 : INFO : EPOCH 9 - PROGRESS: at 52.96% examples, 673655 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:31,795 : INFO : EPOCH 9 - PROGRESS: at 53.28% examples, 673562 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:32,808 : INFO : EPOCH 9 - PROGRESS: at 53.61% examples, 673447 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:33,815 : INFO : EPOCH 9 - PROGRESS: at 53.92% examples, 673364 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:34,820 : INFO : EPOCH 9 - PROGRESS: at 54.24% examples, 673268 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:35,823 : INFO : EPOCH 9 - PROGRESS: at 54.59% examples, 673191 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:36,827 : INFO : EPOCH 9 - PROGRESS: at 54.89% examples, 673113 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:05:37,831 : INFO : EPOCH 9 - PROGRESS: at 55.20% examples, 673097 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:38,839 : INFO : EPOCH 9 - PROGRESS: at 55.53% examples, 673021 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:39,846 : INFO : EPOCH 9 - PROGRESS: at 55.83% examples, 672996 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:40,866 : INFO : EPOCH 9 - PROGRESS: at 56.15% examples, 672921 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:41,893 : INFO : EPOCH 9 - PROGRESS: at 56.46% examples, 672846 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:42,899 : INFO : EPOCH 9 - PROGRESS: at 56.78% examples, 672858 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:05:43,908 : INFO : EPOCH 9 - PROGRESS: at 57.12% examples, 672687 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:05:44,918 : INFO : EPOCH 9 - PROGRESS: at 57.45% examples, 672602 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:45,925 : INFO : EPOCH 9 - PROGRESS: at 57.76% examples, 672590 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:46,927 : INFO : EPOCH 9 - PROGRESS: at 58.14% examples, 672483 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:47,933 : INFO : EPOCH 9 - PROGRESS: at 58.48% examples, 672442 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:05:48,949 : INFO : EPOCH 9 - PROGRESS: at 58.81% examples, 672382 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:05:49,960 : INFO : EPOCH 9 - PROGRESS: at 59.15% examples, 672270 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:05:50,964 : INFO : EPOCH 9 - PROGRESS: at 59.47% examples, 672205 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:51,982 : INFO : EPOCH 9 - PROGRESS: at 59.82% examples, 672072 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:52,982 : INFO : EPOCH 9 - PROGRESS: at 60.13% examples, 672051 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:53,987 : INFO : EPOCH 9 - PROGRESS: at 60.45% examples, 671930 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:54,993 : INFO : EPOCH 9 - PROGRESS: at 60.77% examples, 671856 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:56,011 : INFO : EPOCH 9 - PROGRESS: at 61.10% examples, 671786 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:57,023 : INFO : EPOCH 9 - PROGRESS: at 61.43% examples, 671741 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:05:58,025 : INFO : EPOCH 9 - PROGRESS: at 61.74% examples, 671697 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:05:59,028 : INFO : EPOCH 9 - PROGRESS: at 62.04% examples, 671626 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:00,034 : INFO : EPOCH 9 - PROGRESS: at 62.36% examples, 671548 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:01,038 : INFO : EPOCH 9 - PROGRESS: at 62.66% examples, 671497 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:06:02,058 : INFO : EPOCH 9 - PROGRESS: at 62.97% examples, 671425 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:06:03,071 : INFO : EPOCH 9 - PROGRESS: at 63.32% examples, 671405 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:04,094 : INFO : EPOCH 9 - PROGRESS: at 63.64% examples, 671341 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:05,109 : INFO : EPOCH 9 - PROGRESS: at 63.96% examples, 671296 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:06,121 : INFO : EPOCH 9 - PROGRESS: at 64.26% examples, 671271 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:07,136 : INFO : EPOCH 9 - PROGRESS: at 64.60% examples, 671201 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:08,150 : INFO : EPOCH 9 - PROGRESS: at 64.92% examples, 671147 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:09,163 : INFO : EPOCH 9 - PROGRESS: at 65.26% examples, 671113 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:10,178 : INFO : EPOCH 9 - PROGRESS: at 65.60% examples, 670963 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:11,183 : INFO : EPOCH 9 - PROGRESS: at 65.93% examples, 670873 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:06:12,183 : INFO : EPOCH 9 - PROGRESS: at 66.24% examples, 670908 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:13,187 : INFO : EPOCH 9 - PROGRESS: at 66.55% examples, 670829 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:14,193 : INFO : EPOCH 9 - PROGRESS: at 66.86% examples, 670802 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:15,194 : INFO : EPOCH 9 - PROGRESS: at 67.20% examples, 670764 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:06:16,198 : INFO : EPOCH 9 - PROGRESS: at 67.54% examples, 670710 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:17,217 : INFO : EPOCH 9 - PROGRESS: at 67.87% examples, 670630 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:06:18,221 : INFO : EPOCH 9 - PROGRESS: at 68.21% examples, 670547 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:19,233 : INFO : EPOCH 9 - PROGRESS: at 68.54% examples, 670394 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:20,235 : INFO : EPOCH 9 - PROGRESS: at 68.84% examples, 670212 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:21,235 : INFO : EPOCH 9 - PROGRESS: at 69.16% examples, 669996 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:06:22,251 : INFO : EPOCH 9 - PROGRESS: at 69.44% examples, 669831 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:06:23,264 : INFO : EPOCH 9 - PROGRESS: at 69.76% examples, 669515 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:24,271 : INFO : EPOCH 9 - PROGRESS: at 70.03% examples, 669121 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:25,272 : INFO : EPOCH 9 - PROGRESS: at 70.37% examples, 669179 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:26,275 : INFO : EPOCH 9 - PROGRESS: at 70.72% examples, 669404 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:27,283 : INFO : EPOCH 9 - PROGRESS: at 71.06% examples, 669680 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:28,300 : INFO : EPOCH 9 - PROGRESS: at 71.43% examples, 669866 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:29,308 : INFO : EPOCH 9 - PROGRESS: at 71.79% examples, 670145 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:06:30,309 : INFO : EPOCH 9 - PROGRESS: at 72.13% examples, 670484 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:31,311 : INFO : EPOCH 9 - PROGRESS: at 72.47% examples, 670740 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:32,317 : INFO : EPOCH 9 - PROGRESS: at 72.83% examples, 670993 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:33,320 : INFO : EPOCH 9 - PROGRESS: at 73.17% examples, 671272 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:34,322 : INFO : EPOCH 9 - PROGRESS: at 73.52% examples, 671503 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:35,327 : INFO : EPOCH 9 - PROGRESS: at 73.86% examples, 671737 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:36,329 : INFO : EPOCH 9 - PROGRESS: at 74.21% examples, 671986 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:37,331 : INFO : EPOCH 9 - PROGRESS: at 74.56% examples, 672214 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:38,338 : INFO : EPOCH 9 - PROGRESS: at 74.89% examples, 672415 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:39,341 : INFO : EPOCH 9 - PROGRESS: at 75.24% examples, 672703 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:40,358 : INFO : EPOCH 9 - PROGRESS: at 75.58% examples, 672924 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:41,374 : INFO : EPOCH 9 - PROGRESS: at 75.96% examples, 673123 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:42,382 : INFO : EPOCH 9 - PROGRESS: at 76.31% examples, 673365 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:43,389 : INFO : EPOCH 9 - PROGRESS: at 76.66% examples, 673603 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:44,400 : INFO : EPOCH 9 - PROGRESS: at 77.00% examples, 673824 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:06:45,411 : INFO : EPOCH 9 - PROGRESS: at 77.34% examples, 674058 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:46,424 : INFO : EPOCH 9 - PROGRESS: at 77.70% examples, 674262 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:47,435 : INFO : EPOCH 9 - PROGRESS: at 78.07% examples, 674468 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:48,441 : INFO : EPOCH 9 - PROGRESS: at 78.42% examples, 674725 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:49,452 : INFO : EPOCH 9 - PROGRESS: at 78.77% examples, 674913 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:06:50,456 : INFO : EPOCH 9 - PROGRESS: at 79.13% examples, 675152 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:51,458 : INFO : EPOCH 9 - PROGRESS: at 79.49% examples, 675387 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:52,459 : INFO : EPOCH 9 - PROGRESS: at 79.84% examples, 675576 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:53,468 : INFO : EPOCH 9 - PROGRESS: at 80.19% examples, 675775 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:06:54,469 : INFO : EPOCH 9 - PROGRESS: at 80.50% examples, 676030 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:06:55,482 : INFO : EPOCH 9 - PROGRESS: at 80.85% examples, 676186 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:56,491 : INFO : EPOCH 9 - PROGRESS: at 81.21% examples, 676417 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:57,493 : INFO : EPOCH 9 - PROGRESS: at 81.55% examples, 676635 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:58,496 : INFO : EPOCH 9 - PROGRESS: at 81.92% examples, 676842 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:06:59,499 : INFO : EPOCH 9 - PROGRESS: at 82.28% examples, 676983 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:00,500 : INFO : EPOCH 9 - PROGRESS: at 82.65% examples, 677153 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:01,505 : INFO : EPOCH 9 - PROGRESS: at 83.00% examples, 677357 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:02,512 : INFO : EPOCH 9 - PROGRESS: at 83.36% examples, 677491 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:03,514 : INFO : EPOCH 9 - PROGRESS: at 83.72% examples, 677722 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:04,522 : INFO : EPOCH 9 - PROGRESS: at 84.06% examples, 677893 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:05,523 : INFO : EPOCH 9 - PROGRESS: at 84.41% examples, 678110 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:06,533 : INFO : EPOCH 9 - PROGRESS: at 84.78% examples, 678255 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:07,545 : INFO : EPOCH 9 - PROGRESS: at 85.15% examples, 678392 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:08,555 : INFO : EPOCH 9 - PROGRESS: at 85.50% examples, 678578 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:09,558 : INFO : EPOCH 9 - PROGRESS: at 85.85% examples, 678776 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:10,570 : INFO : EPOCH 9 - PROGRESS: at 86.18% examples, 678983 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:11,580 : INFO : EPOCH 9 - PROGRESS: at 86.55% examples, 679175 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:12,581 : INFO : EPOCH 9 - PROGRESS: at 86.89% examples, 679330 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:07:13,598 : INFO : EPOCH 9 - PROGRESS: at 87.26% examples, 679478 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:14,604 : INFO : EPOCH 9 - PROGRESS: at 87.62% examples, 679694 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:15,605 : INFO : EPOCH 9 - PROGRESS: at 87.96% examples, 679865 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:16,605 : INFO : EPOCH 9 - PROGRESS: at 88.30% examples, 680045 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:07:17,607 : INFO : EPOCH 9 - PROGRESS: at 88.63% examples, 680255 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:18,609 : INFO : EPOCH 9 - PROGRESS: at 88.97% examples, 680433 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:19,612 : INFO : EPOCH 9 - PROGRESS: at 89.31% examples, 680566 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:20,615 : INFO : EPOCH 9 - PROGRESS: at 89.68% examples, 680759 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:21,620 : INFO : EPOCH 9 - PROGRESS: at 90.01% examples, 680973 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:22,622 : INFO : EPOCH 9 - PROGRESS: at 90.35% examples, 681115 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:23,627 : INFO : EPOCH 9 - PROGRESS: at 90.69% examples, 681296 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:24,633 : INFO : EPOCH 9 - PROGRESS: at 91.02% examples, 681499 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:25,634 : INFO : EPOCH 9 - PROGRESS: at 91.36% examples, 681632 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:07:26,646 : INFO : EPOCH 9 - PROGRESS: at 91.72% examples, 681794 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:27,648 : INFO : EPOCH 9 - PROGRESS: at 92.04% examples, 682009 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:28,655 : INFO : EPOCH 9 - PROGRESS: at 92.43% examples, 682143 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:29,660 : INFO : EPOCH 9 - PROGRESS: at 92.77% examples, 682325 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:30,672 : INFO : EPOCH 9 - PROGRESS: at 93.12% examples, 682450 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:31,679 : INFO : EPOCH 9 - PROGRESS: at 93.45% examples, 682635 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:07:32,683 : INFO : EPOCH 9 - PROGRESS: at 93.80% examples, 682784 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:33,695 : INFO : EPOCH 9 - PROGRESS: at 94.16% examples, 682933 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:34,707 : INFO : EPOCH 9 - PROGRESS: at 94.52% examples, 683102 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:35,717 : INFO : EPOCH 9 - PROGRESS: at 94.86% examples, 683256 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:36,731 : INFO : EPOCH 9 - PROGRESS: at 95.21% examples, 683422 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:37,737 : INFO : EPOCH 9 - PROGRESS: at 95.56% examples, 683560 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:38,747 : INFO : EPOCH 9 - PROGRESS: at 95.92% examples, 683696 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:39,756 : INFO : EPOCH 9 - PROGRESS: at 96.27% examples, 683884 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:40,770 : INFO : EPOCH 9 - PROGRESS: at 96.66% examples, 684011 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:41,781 : INFO : EPOCH 9 - PROGRESS: at 97.02% examples, 684146 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:07:42,786 : INFO : EPOCH 9 - PROGRESS: at 97.35% examples, 684281 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:07:43,789 : INFO : EPOCH 9 - PROGRESS: at 97.71% examples, 684426 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:44,793 : INFO : EPOCH 9 - PROGRESS: at 98.07% examples, 684540 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:07:45,794 : INFO : EPOCH 9 - PROGRESS: at 98.44% examples, 684661 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:46,812 : INFO : EPOCH 9 - PROGRESS: at 98.81% examples, 684806 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:47,827 : INFO : EPOCH 9 - PROGRESS: at 99.17% examples, 684932 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:48,830 : INFO : EPOCH 9 - PROGRESS: at 99.55% examples, 685051 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:49,833 : INFO : EPOCH 9 - PROGRESS: at 99.92% examples, 685204 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:50,044 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 17:07:50,054 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 17:07:50,056 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 17:07:50,076 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 17:07:50,077 : INFO : EPOCH - 9 : training on 266822167 raw words (207269511 effective words) took 302.5s, 685232 effective words/s
2020-07-24 17:07:51,081 : INFO : EPOCH 10 - PROGRESS: at 0.32% examples, 719371 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:52,096 : INFO : EPOCH 10 - PROGRESS: at 0.68% examples, 718903 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:53,113 : INFO : EPOCH 10 - PROGRESS: at 1.03% examples, 724477 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:54,126 : INFO : EPOCH 10 - PROGRESS: at 1.39% examples, 725764 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:55,130 : INFO : EPOCH 10 - PROGRESS: at 1.72% examples, 722992 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:56,142 : INFO : EPOCH 10 - PROGRESS: at 2.07% examples, 721990 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:57,148 : INFO : EPOCH 10 - PROGRESS: at 2.42% examples, 722164 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:58,154 : INFO : EPOCH 10 - PROGRESS: at 2.75% examples, 722058 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:07:59,162 : INFO : EPOCH 10 - PROGRESS: at 3.08% examples, 723339 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:00,165 : INFO : EPOCH 10 - PROGRESS: at 3.42% examples, 723952 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:01,172 : INFO : EPOCH 10 - PROGRESS: at 3.76% examples, 723544 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:02,174 : INFO : EPOCH 10 - PROGRESS: at 4.10% examples, 723838 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:03,174 : INFO : EPOCH 10 - PROGRESS: at 4.43% examples, 723840 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:04,177 : INFO : EPOCH 10 - PROGRESS: at 4.80% examples, 723667 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:05,185 : INFO : EPOCH 10 - PROGRESS: at 5.15% examples, 723659 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:06,196 : INFO : EPOCH 10 - PROGRESS: at 5.48% examples, 723379 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:07,197 : INFO : EPOCH 10 - PROGRESS: at 5.82% examples, 723859 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:08,205 : INFO : EPOCH 10 - PROGRESS: at 6.17% examples, 723758 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:09,206 : INFO : EPOCH 10 - PROGRESS: at 6.53% examples, 723903 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:10,214 : INFO : EPOCH 10 - PROGRESS: at 6.87% examples, 723964 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:08:11,235 : INFO : EPOCH 10 - PROGRESS: at 7.22% examples, 724217 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:12,244 : INFO : EPOCH 10 - PROGRESS: at 7.53% examples, 724407 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:13,249 : INFO : EPOCH 10 - PROGRESS: at 7.87% examples, 724583 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:14,261 : INFO : EPOCH 10 - PROGRESS: at 8.21% examples, 724302 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:08:15,263 : INFO : EPOCH 10 - PROGRESS: at 8.56% examples, 724362 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:08:16,264 : INFO : EPOCH 10 - PROGRESS: at 8.90% examples, 723722 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:17,279 : INFO : EPOCH 10 - PROGRESS: at 9.26% examples, 724247 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:18,283 : INFO : EPOCH 10 - PROGRESS: at 9.62% examples, 724201 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:08:19,288 : INFO : EPOCH 10 - PROGRESS: at 9.95% examples, 724346 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:08:20,290 : INFO : EPOCH 10 - PROGRESS: at 10.29% examples, 724745 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:21,291 : INFO : EPOCH 10 - PROGRESS: at 10.63% examples, 724666 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:22,300 : INFO : EPOCH 10 - PROGRESS: at 10.96% examples, 724931 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:23,303 : INFO : EPOCH 10 - PROGRESS: at 11.33% examples, 725018 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:24,312 : INFO : EPOCH 10 - PROGRESS: at 11.68% examples, 725147 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:25,314 : INFO : EPOCH 10 - PROGRESS: at 12.02% examples, 725105 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:26,322 : INFO : EPOCH 10 - PROGRESS: at 12.37% examples, 725241 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:27,327 : INFO : EPOCH 10 - PROGRESS: at 12.74% examples, 725439 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:08:28,327 : INFO : EPOCH 10 - PROGRESS: at 13.09% examples, 725191 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:29,330 : INFO : EPOCH 10 - PROGRESS: at 13.45% examples, 725079 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:30,338 : INFO : EPOCH 10 - PROGRESS: at 13.80% examples, 725139 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:31,341 : INFO : EPOCH 10 - PROGRESS: at 14.17% examples, 725139 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:08:32,353 : INFO : EPOCH 10 - PROGRESS: at 14.52% examples, 725288 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:33,353 : INFO : EPOCH 10 - PROGRESS: at 14.87% examples, 725235 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:34,360 : INFO : EPOCH 10 - PROGRESS: at 15.24% examples, 725319 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:35,370 : INFO : EPOCH 10 - PROGRESS: at 15.58% examples, 725050 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:08:36,379 : INFO : EPOCH 10 - PROGRESS: at 15.92% examples, 725076 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:37,393 : INFO : EPOCH 10 - PROGRESS: at 16.26% examples, 724846 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:38,407 : INFO : EPOCH 10 - PROGRESS: at 16.64% examples, 724615 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:08:39,408 : INFO : EPOCH 10 - PROGRESS: at 16.99% examples, 724737 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:40,420 : INFO : EPOCH 10 - PROGRESS: at 17.35% examples, 724372 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:41,421 : INFO : EPOCH 10 - PROGRESS: at 17.69% examples, 724311 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:42,421 : INFO : EPOCH 10 - PROGRESS: at 18.03% examples, 724446 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:43,429 : INFO : EPOCH 10 - PROGRESS: at 18.38% examples, 724267 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:44,435 : INFO : EPOCH 10 - PROGRESS: at 18.72% examples, 724244 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:45,445 : INFO : EPOCH 10 - PROGRESS: at 19.10% examples, 724137 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:46,454 : INFO : EPOCH 10 - PROGRESS: at 19.48% examples, 724171 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:47,461 : INFO : EPOCH 10 - PROGRESS: at 19.83% examples, 724011 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:48,461 : INFO : EPOCH 10 - PROGRESS: at 20.18% examples, 724096 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:49,479 : INFO : EPOCH 10 - PROGRESS: at 20.54% examples, 723987 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:50,490 : INFO : EPOCH 10 - PROGRESS: at 20.91% examples, 724028 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:51,496 : INFO : EPOCH 10 - PROGRESS: at 21.23% examples, 724185 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:52,506 : INFO : EPOCH 10 - PROGRESS: at 21.57% examples, 724111 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:53,511 : INFO : EPOCH 10 - PROGRESS: at 21.91% examples, 724024 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:54,512 : INFO : EPOCH 10 - PROGRESS: at 22.26% examples, 724232 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:55,514 : INFO : EPOCH 10 - PROGRESS: at 22.60% examples, 724324 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:56,515 : INFO : EPOCH 10 - PROGRESS: at 22.97% examples, 724338 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:57,519 : INFO : EPOCH 10 - PROGRESS: at 23.34% examples, 724264 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:58,526 : INFO : EPOCH 10 - PROGRESS: at 23.69% examples, 724352 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:08:59,550 : INFO : EPOCH 10 - PROGRESS: at 24.00% examples, 724045 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:00,550 : INFO : EPOCH 10 - PROGRESS: at 24.32% examples, 723662 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:01,559 : INFO : EPOCH 10 - PROGRESS: at 24.66% examples, 723280 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:02,585 : INFO : EPOCH 10 - PROGRESS: at 25.01% examples, 722860 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:03,591 : INFO : EPOCH 10 - PROGRESS: at 25.32% examples, 721527 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:04,597 : INFO : EPOCH 10 - PROGRESS: at 25.63% examples, 719938 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:05,602 : INFO : EPOCH 10 - PROGRESS: at 25.97% examples, 720093 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:06,605 : INFO : EPOCH 10 - PROGRESS: at 26.32% examples, 720077 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:07,605 : INFO : EPOCH 10 - PROGRESS: at 26.68% examples, 720150 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:09:08,615 : INFO : EPOCH 10 - PROGRESS: at 27.02% examples, 720224 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:09,630 : INFO : EPOCH 10 - PROGRESS: at 27.37% examples, 720352 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:10,644 : INFO : EPOCH 10 - PROGRESS: at 27.75% examples, 720392 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:11,657 : INFO : EPOCH 10 - PROGRESS: at 28.11% examples, 720518 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:12,670 : INFO : EPOCH 10 - PROGRESS: at 28.47% examples, 720517 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:13,679 : INFO : EPOCH 10 - PROGRESS: at 28.81% examples, 720588 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:14,680 : INFO : EPOCH 10 - PROGRESS: at 29.16% examples, 720603 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:15,683 : INFO : EPOCH 10 - PROGRESS: at 29.53% examples, 720698 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:16,685 : INFO : EPOCH 10 - PROGRESS: at 29.89% examples, 720765 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:17,692 : INFO : EPOCH 10 - PROGRESS: at 30.26% examples, 720637 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:18,700 : INFO : EPOCH 10 - PROGRESS: at 30.62% examples, 720726 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:19,702 : INFO : EPOCH 10 - PROGRESS: at 31.00% examples, 720734 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:20,708 : INFO : EPOCH 10 - PROGRESS: at 31.32% examples, 720750 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:21,721 : INFO : EPOCH 10 - PROGRESS: at 31.66% examples, 720699 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:22,729 : INFO : EPOCH 10 - PROGRESS: at 32.00% examples, 720731 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:23,737 : INFO : EPOCH 10 - PROGRESS: at 32.38% examples, 720681 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:24,747 : INFO : EPOCH 10 - PROGRESS: at 32.74% examples, 720653 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:25,752 : INFO : EPOCH 10 - PROGRESS: at 33.11% examples, 720612 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:26,774 : INFO : EPOCH 10 - PROGRESS: at 33.46% examples, 720739 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:27,783 : INFO : EPOCH 10 - PROGRESS: at 33.81% examples, 720850 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:28,788 : INFO : EPOCH 10 - PROGRESS: at 34.15% examples, 720880 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:29,796 : INFO : EPOCH 10 - PROGRESS: at 34.49% examples, 720918 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:30,800 : INFO : EPOCH 10 - PROGRESS: at 34.86% examples, 720788 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:31,804 : INFO : EPOCH 10 - PROGRESS: at 35.22% examples, 720822 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:32,816 : INFO : EPOCH 10 - PROGRESS: at 35.61% examples, 720786 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:09:33,822 : INFO : EPOCH 10 - PROGRESS: at 35.94% examples, 720850 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:34,832 : INFO : EPOCH 10 - PROGRESS: at 36.32% examples, 720908 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:35,835 : INFO : EPOCH 10 - PROGRESS: at 36.62% examples, 721074 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:36,841 : INFO : EPOCH 10 - PROGRESS: at 37.01% examples, 721005 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:37,871 : INFO : EPOCH 10 - PROGRESS: at 37.37% examples, 720917 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:09:38,873 : INFO : EPOCH 10 - PROGRESS: at 37.71% examples, 721047 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:39,886 : INFO : EPOCH 10 - PROGRESS: at 38.04% examples, 721020 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:09:40,891 : INFO : EPOCH 10 - PROGRESS: at 38.39% examples, 721045 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:41,894 : INFO : EPOCH 10 - PROGRESS: at 38.72% examples, 721059 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:42,902 : INFO : EPOCH 10 - PROGRESS: at 39.07% examples, 721079 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:43,919 : INFO : EPOCH 10 - PROGRESS: at 39.48% examples, 721051 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:44,928 : INFO : EPOCH 10 - PROGRESS: at 39.82% examples, 721040 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:45,937 : INFO : EPOCH 10 - PROGRESS: at 40.19% examples, 721027 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:46,940 : INFO : EPOCH 10 - PROGRESS: at 40.51% examples, 721164 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:47,942 : INFO : EPOCH 10 - PROGRESS: at 40.88% examples, 721232 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:09:48,943 : INFO : EPOCH 10 - PROGRESS: at 41.23% examples, 721273 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:49,952 : INFO : EPOCH 10 - PROGRESS: at 41.59% examples, 721265 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:50,956 : INFO : EPOCH 10 - PROGRESS: at 41.96% examples, 721312 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:51,958 : INFO : EPOCH 10 - PROGRESS: at 42.32% examples, 721326 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:52,968 : INFO : EPOCH 10 - PROGRESS: at 42.66% examples, 721306 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:09:53,972 : INFO : EPOCH 10 - PROGRESS: at 43.04% examples, 721411 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:54,990 : INFO : EPOCH 10 - PROGRESS: at 43.38% examples, 721387 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:55,996 : INFO : EPOCH 10 - PROGRESS: at 43.73% examples, 721460 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:57,004 : INFO : EPOCH 10 - PROGRESS: at 44.10% examples, 721359 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:58,008 : INFO : EPOCH 10 - PROGRESS: at 44.45% examples, 721375 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:09:59,031 : INFO : EPOCH 10 - PROGRESS: at 44.81% examples, 721376 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:00,044 : INFO : EPOCH 10 - PROGRESS: at 45.17% examples, 721423 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:01,046 : INFO : EPOCH 10 - PROGRESS: at 45.51% examples, 721478 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:10:02,046 : INFO : EPOCH 10 - PROGRESS: at 45.85% examples, 721531 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:10:03,071 : INFO : EPOCH 10 - PROGRESS: at 46.21% examples, 721498 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:04,075 : INFO : EPOCH 10 - PROGRESS: at 46.58% examples, 721571 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:05,088 : INFO : EPOCH 10 - PROGRESS: at 46.96% examples, 721533 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:06,096 : INFO : EPOCH 10 - PROGRESS: at 47.30% examples, 721692 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:10:07,101 : INFO : EPOCH 10 - PROGRESS: at 47.66% examples, 721624 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:08,104 : INFO : EPOCH 10 - PROGRESS: at 47.99% examples, 721644 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:10:09,112 : INFO : EPOCH 10 - PROGRESS: at 48.36% examples, 721595 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:10,113 : INFO : EPOCH 10 - PROGRESS: at 48.69% examples, 721614 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:11,115 : INFO : EPOCH 10 - PROGRESS: at 49.07% examples, 721559 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:10:12,128 : INFO : EPOCH 10 - PROGRESS: at 49.43% examples, 721543 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:13,138 : INFO : EPOCH 10 - PROGRESS: at 49.77% examples, 721558 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:14,143 : INFO : EPOCH 10 - PROGRESS: at 50.11% examples, 721621 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:15,157 : INFO : EPOCH 10 - PROGRESS: at 50.45% examples, 721663 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:16,176 : INFO : EPOCH 10 - PROGRESS: at 50.81% examples, 721709 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:17,177 : INFO : EPOCH 10 - PROGRESS: at 51.15% examples, 721734 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:10:18,178 : INFO : EPOCH 10 - PROGRESS: at 51.50% examples, 721760 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:19,179 : INFO : EPOCH 10 - PROGRESS: at 51.84% examples, 721749 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:10:20,186 : INFO : EPOCH 10 - PROGRESS: at 52.18% examples, 721743 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:10:21,192 : INFO : EPOCH 10 - PROGRESS: at 52.53% examples, 721751 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:22,194 : INFO : EPOCH 10 - PROGRESS: at 52.89% examples, 721700 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:23,197 : INFO : EPOCH 10 - PROGRESS: at 53.23% examples, 721634 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:10:24,200 : INFO : EPOCH 10 - PROGRESS: at 53.58% examples, 721537 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:25,205 : INFO : EPOCH 10 - PROGRESS: at 53.92% examples, 721520 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:26,209 : INFO : EPOCH 10 - PROGRESS: at 54.27% examples, 721545 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:27,211 : INFO : EPOCH 10 - PROGRESS: at 54.65% examples, 721528 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:28,223 : INFO : EPOCH 10 - PROGRESS: at 54.98% examples, 721615 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:29,239 : INFO : EPOCH 10 - PROGRESS: at 55.32% examples, 721630 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:30,246 : INFO : EPOCH 10 - PROGRESS: at 55.68% examples, 721583 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:10:31,249 : INFO : EPOCH 10 - PROGRESS: at 56.02% examples, 721762 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:32,265 : INFO : EPOCH 10 - PROGRESS: at 56.35% examples, 721766 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:33,267 : INFO : EPOCH 10 - PROGRESS: at 56.69% examples, 721800 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:34,270 : INFO : EPOCH 10 - PROGRESS: at 57.07% examples, 721798 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:35,274 : INFO : EPOCH 10 - PROGRESS: at 57.44% examples, 721768 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:36,278 : INFO : EPOCH 10 - PROGRESS: at 57.77% examples, 721770 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:37,290 : INFO : EPOCH 10 - PROGRESS: at 58.19% examples, 721708 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:38,293 : INFO : EPOCH 10 - PROGRESS: at 58.55% examples, 721738 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:39,304 : INFO : EPOCH 10 - PROGRESS: at 58.92% examples, 721760 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:40,305 : INFO : EPOCH 10 - PROGRESS: at 59.28% examples, 721775 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:41,309 : INFO : EPOCH 10 - PROGRESS: at 59.63% examples, 721740 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:42,325 : INFO : EPOCH 10 - PROGRESS: at 60.00% examples, 721768 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:43,329 : INFO : EPOCH 10 - PROGRESS: at 60.34% examples, 721723 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:44,334 : INFO : EPOCH 10 - PROGRESS: at 60.70% examples, 721700 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:45,336 : INFO : EPOCH 10 - PROGRESS: at 61.06% examples, 721778 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:46,353 : INFO : EPOCH 10 - PROGRESS: at 61.42% examples, 721719 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:47,357 : INFO : EPOCH 10 - PROGRESS: at 61.76% examples, 721786 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:48,362 : INFO : EPOCH 10 - PROGRESS: at 62.09% examples, 721805 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:49,379 : INFO : EPOCH 10 - PROGRESS: at 62.44% examples, 721861 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:50,393 : INFO : EPOCH 10 - PROGRESS: at 62.78% examples, 721879 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:51,402 : INFO : EPOCH 10 - PROGRESS: at 63.13% examples, 721866 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:52,409 : INFO : EPOCH 10 - PROGRESS: at 63.52% examples, 721900 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:53,410 : INFO : EPOCH 10 - PROGRESS: at 63.84% examples, 721908 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:54,421 : INFO : EPOCH 10 - PROGRESS: at 64.17% examples, 721935 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:55,433 : INFO : EPOCH 10 - PROGRESS: at 64.55% examples, 721949 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:56,442 : INFO : EPOCH 10 - PROGRESS: at 64.91% examples, 721954 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:57,448 : INFO : EPOCH 10 - PROGRESS: at 65.26% examples, 721974 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:58,453 : INFO : EPOCH 10 - PROGRESS: at 65.63% examples, 721891 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:10:59,455 : INFO : EPOCH 10 - PROGRESS: at 65.99% examples, 721858 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:00,455 : INFO : EPOCH 10 - PROGRESS: at 66.33% examples, 721966 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:11:01,457 : INFO : EPOCH 10 - PROGRESS: at 66.69% examples, 721936 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:02,460 : INFO : EPOCH 10 - PROGRESS: at 67.02% examples, 721981 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:03,467 : INFO : EPOCH 10 - PROGRESS: at 67.39% examples, 722029 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:04,475 : INFO : EPOCH 10 - PROGRESS: at 67.75% examples, 722051 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:11:05,484 : INFO : EPOCH 10 - PROGRESS: at 68.12% examples, 722010 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:06,503 : INFO : EPOCH 10 - PROGRESS: at 68.50% examples, 721985 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:07,511 : INFO : EPOCH 10 - PROGRESS: at 68.86% examples, 721998 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:08,536 : INFO : EPOCH 10 - PROGRESS: at 69.22% examples, 721943 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:11:09,540 : INFO : EPOCH 10 - PROGRESS: at 69.55% examples, 721989 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:10,545 : INFO : EPOCH 10 - PROGRESS: at 69.91% examples, 721976 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:11,545 : INFO : EPOCH 10 - PROGRESS: at 70.28% examples, 722044 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:12,548 : INFO : EPOCH 10 - PROGRESS: at 70.61% examples, 721996 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:13,550 : INFO : EPOCH 10 - PROGRESS: at 70.96% examples, 722004 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:14,552 : INFO : EPOCH 10 - PROGRESS: at 71.30% examples, 721988 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:11:15,562 : INFO : EPOCH 10 - PROGRESS: at 71.67% examples, 721903 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:16,563 : INFO : EPOCH 10 - PROGRESS: at 72.03% examples, 721938 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:17,574 : INFO : EPOCH 10 - PROGRESS: at 72.37% examples, 721990 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:18,585 : INFO : EPOCH 10 - PROGRESS: at 72.70% examples, 722037 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:19,587 : INFO : EPOCH 10 - PROGRESS: at 73.05% examples, 722043 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:11:20,591 : INFO : EPOCH 10 - PROGRESS: at 73.40% examples, 722046 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:21,595 : INFO : EPOCH 10 - PROGRESS: at 73.74% examples, 722087 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:22,620 : INFO : EPOCH 10 - PROGRESS: at 74.09% examples, 722108 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:23,623 : INFO : EPOCH 10 - PROGRESS: at 74.44% examples, 722129 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:24,626 : INFO : EPOCH 10 - PROGRESS: at 74.80% examples, 722131 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:25,637 : INFO : EPOCH 10 - PROGRESS: at 75.12% examples, 722163 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:26,643 : INFO : EPOCH 10 - PROGRESS: at 75.47% examples, 722158 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:27,649 : INFO : EPOCH 10 - PROGRESS: at 75.83% examples, 722111 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:28,651 : INFO : EPOCH 10 - PROGRESS: at 76.19% examples, 722126 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:29,668 : INFO : EPOCH 10 - PROGRESS: at 76.55% examples, 722200 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:11:30,670 : INFO : EPOCH 10 - PROGRESS: at 76.89% examples, 722219 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:31,680 : INFO : EPOCH 10 - PROGRESS: at 77.22% examples, 722264 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:32,692 : INFO : EPOCH 10 - PROGRESS: at 77.57% examples, 722235 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:33,695 : INFO : EPOCH 10 - PROGRESS: at 77.93% examples, 722212 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:34,698 : INFO : EPOCH 10 - PROGRESS: at 78.27% examples, 722210 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:35,706 : INFO : EPOCH 10 - PROGRESS: at 78.64% examples, 722208 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:36,711 : INFO : EPOCH 10 - PROGRESS: at 78.97% examples, 722202 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:37,716 : INFO : EPOCH 10 - PROGRESS: at 79.34% examples, 722207 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:38,718 : INFO : EPOCH 10 - PROGRESS: at 79.69% examples, 722233 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:39,723 : INFO : EPOCH 10 - PROGRESS: at 80.04% examples, 722066 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:40,733 : INFO : EPOCH 10 - PROGRESS: at 80.35% examples, 721937 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:41,734 : INFO : EPOCH 10 - PROGRESS: at 80.65% examples, 721868 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:42,739 : INFO : EPOCH 10 - PROGRESS: at 80.99% examples, 721687 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:43,741 : INFO : EPOCH 10 - PROGRESS: at 81.29% examples, 721198 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:44,756 : INFO : EPOCH 10 - PROGRESS: at 81.58% examples, 720768 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:45,766 : INFO : EPOCH 10 - PROGRESS: at 81.95% examples, 720770 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:46,768 : INFO : EPOCH 10 - PROGRESS: at 82.31% examples, 720772 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:47,778 : INFO : EPOCH 10 - PROGRESS: at 82.69% examples, 720793 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:48,780 : INFO : EPOCH 10 - PROGRESS: at 83.04% examples, 720818 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:49,795 : INFO : EPOCH 10 - PROGRESS: at 83.39% examples, 720817 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:11:50,800 : INFO : EPOCH 10 - PROGRESS: at 83.76% examples, 720841 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:51,809 : INFO : EPOCH 10 - PROGRESS: at 84.10% examples, 720839 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:52,815 : INFO : EPOCH 10 - PROGRESS: at 84.44% examples, 720818 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:53,819 : INFO : EPOCH 10 - PROGRESS: at 84.81% examples, 720794 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:54,830 : INFO : EPOCH 10 - PROGRESS: at 85.18% examples, 720797 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:55,838 : INFO : EPOCH 10 - PROGRESS: at 85.52% examples, 720800 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:56,848 : INFO : EPOCH 10 - PROGRESS: at 85.88% examples, 720797 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:57,849 : INFO : EPOCH 10 - PROGRESS: at 86.20% examples, 720815 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:58,860 : INFO : EPOCH 10 - PROGRESS: at 86.56% examples, 720845 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:11:59,873 : INFO : EPOCH 10 - PROGRESS: at 86.92% examples, 720839 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:00,877 : INFO : EPOCH 10 - PROGRESS: at 87.28% examples, 720872 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:01,882 : INFO : EPOCH 10 - PROGRESS: at 87.63% examples, 720842 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:12:02,889 : INFO : EPOCH 10 - PROGRESS: at 87.97% examples, 720837 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:03,901 : INFO : EPOCH 10 - PROGRESS: at 88.31% examples, 720861 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:04,911 : INFO : EPOCH 10 - PROGRESS: at 88.64% examples, 720924 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:05,937 : INFO : EPOCH 10 - PROGRESS: at 88.99% examples, 720894 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:06,945 : INFO : EPOCH 10 - PROGRESS: at 89.34% examples, 720910 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:07,945 : INFO : EPOCH 10 - PROGRESS: at 89.70% examples, 720909 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:08,945 : INFO : EPOCH 10 - PROGRESS: at 90.02% examples, 720924 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:09,958 : INFO : EPOCH 10 - PROGRESS: at 90.36% examples, 720935 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:10,974 : INFO : EPOCH 10 - PROGRESS: at 90.71% examples, 720935 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:11,986 : INFO : EPOCH 10 - PROGRESS: at 91.03% examples, 720982 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:12:12,988 : INFO : EPOCH 10 - PROGRESS: at 91.37% examples, 721029 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:13,993 : INFO : EPOCH 10 - PROGRESS: at 91.73% examples, 721010 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:15,005 : INFO : EPOCH 10 - PROGRESS: at 92.05% examples, 721050 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:16,006 : INFO : EPOCH 10 - PROGRESS: at 92.44% examples, 721065 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:17,011 : INFO : EPOCH 10 - PROGRESS: at 92.78% examples, 721047 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:18,018 : INFO : EPOCH 10 - PROGRESS: at 93.14% examples, 721071 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:12:19,018 : INFO : EPOCH 10 - PROGRESS: at 93.46% examples, 721115 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:20,020 : INFO : EPOCH 10 - PROGRESS: at 93.81% examples, 721133 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:21,037 : INFO : EPOCH 10 - PROGRESS: at 94.16% examples, 721111 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:22,037 : INFO : EPOCH 10 - PROGRESS: at 94.52% examples, 721153 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:23,040 : INFO : EPOCH 10 - PROGRESS: at 94.84% examples, 721121 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:24,067 : INFO : EPOCH 10 - PROGRESS: at 95.19% examples, 721111 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:25,082 : INFO : EPOCH 10 - PROGRESS: at 95.55% examples, 721106 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:26,084 : INFO : EPOCH 10 - PROGRESS: at 95.91% examples, 721171 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:27,099 : INFO : EPOCH 10 - PROGRESS: at 96.25% examples, 721166 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:28,111 : INFO : EPOCH 10 - PROGRESS: at 96.64% examples, 721149 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:29,111 : INFO : EPOCH 10 - PROGRESS: at 97.00% examples, 721170 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:30,117 : INFO : EPOCH 10 - PROGRESS: at 97.34% examples, 721192 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:31,129 : INFO : EPOCH 10 - PROGRESS: at 97.69% examples, 721183 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:32,142 : INFO : EPOCH 10 - PROGRESS: at 98.06% examples, 721192 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:33,148 : INFO : EPOCH 10 - PROGRESS: at 98.44% examples, 721196 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:34,154 : INFO : EPOCH 10 - PROGRESS: at 98.78% examples, 721194 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:35,155 : INFO : EPOCH 10 - PROGRESS: at 99.15% examples, 721200 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:12:36,164 : INFO : EPOCH 10 - PROGRESS: at 99.52% examples, 721168 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:37,166 : INFO : EPOCH 10 - PROGRESS: at 99.85% examples, 720952 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:12:37,585 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 17:12:37,589 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 17:12:37,592 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 17:12:37,620 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 17:12:37,620 : INFO : EPOCH - 10 : training on 266822167 raw words (207271292 effective words) took 287.5s, 720842 effective words/s
2020-07-24 17:12:38,632 : INFO : EPOCH 11 - PROGRESS: at 0.29% examples, 643290 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:39,635 : INFO : EPOCH 11 - PROGRESS: at 0.61% examples, 656010 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:40,655 : INFO : EPOCH 11 - PROGRESS: at 0.92% examples, 656779 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:41,656 : INFO : EPOCH 11 - PROGRESS: at 1.25% examples, 655960 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:42,666 : INFO : EPOCH 11 - PROGRESS: at 1.56% examples, 657431 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:43,668 : INFO : EPOCH 11 - PROGRESS: at 1.88% examples, 657568 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:44,686 : INFO : EPOCH 11 - PROGRESS: at 2.20% examples, 656743 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:45,695 : INFO : EPOCH 11 - PROGRESS: at 2.52% examples, 657799 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:46,723 : INFO : EPOCH 11 - PROGRESS: at 2.83% examples, 658707 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:47,725 : INFO : EPOCH 11 - PROGRESS: at 3.12% examples, 660239 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:48,729 : INFO : EPOCH 11 - PROGRESS: at 3.44% examples, 660106 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:49,738 : INFO : EPOCH 11 - PROGRESS: at 3.75% examples, 660211 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:50,752 : INFO : EPOCH 11 - PROGRESS: at 4.06% examples, 660358 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:51,780 : INFO : EPOCH 11 - PROGRESS: at 4.37% examples, 659544 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:52,790 : INFO : EPOCH 11 - PROGRESS: at 4.70% examples, 660390 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:53,791 : INFO : EPOCH 11 - PROGRESS: at 5.03% examples, 660123 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:54,799 : INFO : EPOCH 11 - PROGRESS: at 5.34% examples, 659480 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:12:55,804 : INFO : EPOCH 11 - PROGRESS: at 5.63% examples, 659840 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:56,825 : INFO : EPOCH 11 - PROGRESS: at 5.95% examples, 659647 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:57,830 : INFO : EPOCH 11 - PROGRESS: at 6.29% examples, 659964 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:58,839 : INFO : EPOCH 11 - PROGRESS: at 6.62% examples, 659857 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:12:59,851 : INFO : EPOCH 11 - PROGRESS: at 6.92% examples, 659961 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:00,868 : INFO : EPOCH 11 - PROGRESS: at 7.23% examples, 660118 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:01,869 : INFO : EPOCH 11 - PROGRESS: at 7.52% examples, 660282 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:13:02,870 : INFO : EPOCH 11 - PROGRESS: at 7.82% examples, 660153 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:13:03,904 : INFO : EPOCH 11 - PROGRESS: at 8.13% examples, 659985 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:04,909 : INFO : EPOCH 11 - PROGRESS: at 8.46% examples, 660361 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:05,937 : INFO : EPOCH 11 - PROGRESS: at 8.78% examples, 659923 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:06,940 : INFO : EPOCH 11 - PROGRESS: at 9.11% examples, 659771 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:07,948 : INFO : EPOCH 11 - PROGRESS: at 9.42% examples, 660093 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:08,950 : INFO : EPOCH 11 - PROGRESS: at 9.73% examples, 660316 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:09,958 : INFO : EPOCH 11 - PROGRESS: at 10.05% examples, 660251 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:10,964 : INFO : EPOCH 11 - PROGRESS: at 10.35% examples, 660542 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:11,968 : INFO : EPOCH 11 - PROGRESS: at 10.66% examples, 660491 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:13:12,971 : INFO : EPOCH 11 - PROGRESS: at 10.96% examples, 660751 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:13,976 : INFO : EPOCH 11 - PROGRESS: at 11.29% examples, 660824 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:14,978 : INFO : EPOCH 11 - PROGRESS: at 11.60% examples, 660779 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:13:15,985 : INFO : EPOCH 11 - PROGRESS: at 11.92% examples, 660468 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:17,003 : INFO : EPOCH 11 - PROGRESS: at 12.24% examples, 660747 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:18,014 : INFO : EPOCH 11 - PROGRESS: at 12.58% examples, 660761 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:13:19,025 : INFO : EPOCH 11 - PROGRESS: at 12.91% examples, 660604 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:13:20,032 : INFO : EPOCH 11 - PROGRESS: at 13.24% examples, 660526 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:21,046 : INFO : EPOCH 11 - PROGRESS: at 13.56% examples, 660505 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:22,057 : INFO : EPOCH 11 - PROGRESS: at 13.89% examples, 660778 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:23,059 : INFO : EPOCH 11 - PROGRESS: at 14.21% examples, 660655 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:24,065 : INFO : EPOCH 11 - PROGRESS: at 14.54% examples, 660990 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:25,069 : INFO : EPOCH 11 - PROGRESS: at 14.86% examples, 660940 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:26,076 : INFO : EPOCH 11 - PROGRESS: at 15.19% examples, 660716 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:27,089 : INFO : EPOCH 11 - PROGRESS: at 15.50% examples, 660840 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:28,093 : INFO : EPOCH 11 - PROGRESS: at 15.82% examples, 660810 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:13:29,102 : INFO : EPOCH 11 - PROGRESS: at 16.12% examples, 660743 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:13:30,107 : INFO : EPOCH 11 - PROGRESS: at 16.44% examples, 660593 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:31,117 : INFO : EPOCH 11 - PROGRESS: at 16.79% examples, 660550 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:32,120 : INFO : EPOCH 11 - PROGRESS: at 17.12% examples, 660399 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:33,124 : INFO : EPOCH 11 - PROGRESS: at 17.43% examples, 660250 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:13:34,140 : INFO : EPOCH 11 - PROGRESS: at 17.75% examples, 660107 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:35,147 : INFO : EPOCH 11 - PROGRESS: at 18.06% examples, 660261 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:36,167 : INFO : EPOCH 11 - PROGRESS: at 18.38% examples, 659961 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:37,175 : INFO : EPOCH 11 - PROGRESS: at 18.70% examples, 660085 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:38,195 : INFO : EPOCH 11 - PROGRESS: at 19.03% examples, 659875 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:39,197 : INFO : EPOCH 11 - PROGRESS: at 19.38% examples, 659970 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:40,214 : INFO : EPOCH 11 - PROGRESS: at 19.72% examples, 659936 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:41,225 : INFO : EPOCH 11 - PROGRESS: at 20.04% examples, 660006 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:42,229 : INFO : EPOCH 11 - PROGRESS: at 20.36% examples, 660146 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:43,233 : INFO : EPOCH 11 - PROGRESS: at 20.69% examples, 660041 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:44,240 : INFO : EPOCH 11 - PROGRESS: at 21.02% examples, 660100 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:13:45,242 : INFO : EPOCH 11 - PROGRESS: at 21.32% examples, 660192 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:46,251 : INFO : EPOCH 11 - PROGRESS: at 21.62% examples, 660053 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:47,273 : INFO : EPOCH 11 - PROGRESS: at 21.93% examples, 659980 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:13:48,274 : INFO : EPOCH 11 - PROGRESS: at 22.25% examples, 660017 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:49,283 : INFO : EPOCH 11 - PROGRESS: at 22.56% examples, 660041 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:50,292 : INFO : EPOCH 11 - PROGRESS: at 22.90% examples, 660207 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:51,296 : INFO : EPOCH 11 - PROGRESS: at 23.23% examples, 660044 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:52,319 : INFO : EPOCH 11 - PROGRESS: at 23.55% examples, 659982 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:53,327 : INFO : EPOCH 11 - PROGRESS: at 23.87% examples, 660068 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:54,329 : INFO : EPOCH 11 - PROGRESS: at 24.17% examples, 660275 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:55,332 : INFO : EPOCH 11 - PROGRESS: at 24.47% examples, 660322 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:56,339 : INFO : EPOCH 11 - PROGRESS: at 24.81% examples, 660372 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:57,341 : INFO : EPOCH 11 - PROGRESS: at 25.12% examples, 660296 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:58,355 : INFO : EPOCH 11 - PROGRESS: at 25.46% examples, 660155 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:13:59,361 : INFO : EPOCH 11 - PROGRESS: at 25.78% examples, 660275 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:00,364 : INFO : EPOCH 11 - PROGRESS: at 26.09% examples, 660250 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:14:01,380 : INFO : EPOCH 11 - PROGRESS: at 26.42% examples, 660204 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:02,389 : INFO : EPOCH 11 - PROGRESS: at 26.74% examples, 660183 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:03,393 : INFO : EPOCH 11 - PROGRESS: at 27.05% examples, 660307 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:14:04,415 : INFO : EPOCH 11 - PROGRESS: at 27.37% examples, 660227 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:05,429 : INFO : EPOCH 11 - PROGRESS: at 27.71% examples, 660262 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:06,440 : INFO : EPOCH 11 - PROGRESS: at 28.04% examples, 660189 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:14:07,452 : INFO : EPOCH 11 - PROGRESS: at 28.36% examples, 660120 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:08,464 : INFO : EPOCH 11 - PROGRESS: at 28.68% examples, 660018 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:09,471 : INFO : EPOCH 11 - PROGRESS: at 28.99% examples, 660092 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:10,476 : INFO : EPOCH 11 - PROGRESS: at 29.32% examples, 660010 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:14:11,485 : INFO : EPOCH 11 - PROGRESS: at 29.66% examples, 660097 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:14:12,494 : INFO : EPOCH 11 - PROGRESS: at 29.99% examples, 660108 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:13,497 : INFO : EPOCH 11 - PROGRESS: at 30.33% examples, 660039 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:14:14,503 : INFO : EPOCH 11 - PROGRESS: at 30.66% examples, 660035 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:14:15,505 : INFO : EPOCH 11 - PROGRESS: at 31.00% examples, 660031 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:16,528 : INFO : EPOCH 11 - PROGRESS: at 31.31% examples, 660068 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:17,532 : INFO : EPOCH 11 - PROGRESS: at 31.62% examples, 660142 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:14:18,534 : INFO : EPOCH 11 - PROGRESS: at 31.92% examples, 660060 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:19,537 : INFO : EPOCH 11 - PROGRESS: at 32.25% examples, 659884 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:20,549 : INFO : EPOCH 11 - PROGRESS: at 32.57% examples, 659395 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:21,552 : INFO : EPOCH 11 - PROGRESS: at 32.88% examples, 659041 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:22,563 : INFO : EPOCH 11 - PROGRESS: at 33.20% examples, 658745 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:23,569 : INFO : EPOCH 11 - PROGRESS: at 33.48% examples, 658135 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:24,569 : INFO : EPOCH 11 - PROGRESS: at 33.75% examples, 657392 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:25,571 : INFO : EPOCH 11 - PROGRESS: at 34.08% examples, 657800 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:26,579 : INFO : EPOCH 11 - PROGRESS: at 34.43% examples, 658441 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:27,583 : INFO : EPOCH 11 - PROGRESS: at 34.80% examples, 659035 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:28,586 : INFO : EPOCH 11 - PROGRESS: at 35.17% examples, 659698 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:29,587 : INFO : EPOCH 11 - PROGRESS: at 35.53% examples, 660158 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:30,599 : INFO : EPOCH 11 - PROGRESS: at 35.88% examples, 660736 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:31,604 : INFO : EPOCH 11 - PROGRESS: at 36.25% examples, 661349 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:32,607 : INFO : EPOCH 11 - PROGRESS: at 36.56% examples, 662046 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:33,615 : INFO : EPOCH 11 - PROGRESS: at 36.94% examples, 662402 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:34,619 : INFO : EPOCH 11 - PROGRESS: at 37.30% examples, 663033 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:35,622 : INFO : EPOCH 11 - PROGRESS: at 37.65% examples, 663484 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:36,628 : INFO : EPOCH 11 - PROGRESS: at 37.97% examples, 664050 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:14:37,631 : INFO : EPOCH 11 - PROGRESS: at 38.31% examples, 664544 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:38,638 : INFO : EPOCH 11 - PROGRESS: at 38.65% examples, 665052 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:39,648 : INFO : EPOCH 11 - PROGRESS: at 39.01% examples, 665554 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:40,648 : INFO : EPOCH 11 - PROGRESS: at 39.39% examples, 666052 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:41,664 : INFO : EPOCH 11 - PROGRESS: at 39.76% examples, 666454 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:42,669 : INFO : EPOCH 11 - PROGRESS: at 40.12% examples, 667017 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:43,681 : INFO : EPOCH 11 - PROGRESS: at 40.45% examples, 667467 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:44,682 : INFO : EPOCH 11 - PROGRESS: at 40.82% examples, 667998 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:45,687 : INFO : EPOCH 11 - PROGRESS: at 41.17% examples, 668349 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:46,707 : INFO : EPOCH 11 - PROGRESS: at 41.53% examples, 668876 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:47,713 : INFO : EPOCH 11 - PROGRESS: at 41.91% examples, 669347 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:48,714 : INFO : EPOCH 11 - PROGRESS: at 42.27% examples, 669799 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:49,725 : INFO : EPOCH 11 - PROGRESS: at 42.62% examples, 670250 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:50,731 : INFO : EPOCH 11 - PROGRESS: at 42.99% examples, 670760 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:51,735 : INFO : EPOCH 11 - PROGRESS: at 43.33% examples, 671121 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:52,741 : INFO : EPOCH 11 - PROGRESS: at 43.67% examples, 671524 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:53,744 : INFO : EPOCH 11 - PROGRESS: at 44.04% examples, 671867 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:54,751 : INFO : EPOCH 11 - PROGRESS: at 44.39% examples, 672211 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:55,756 : INFO : EPOCH 11 - PROGRESS: at 44.76% examples, 672667 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:56,770 : INFO : EPOCH 11 - PROGRESS: at 45.12% examples, 673049 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:14:57,791 : INFO : EPOCH 11 - PROGRESS: at 45.47% examples, 673436 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:58,795 : INFO : EPOCH 11 - PROGRESS: at 45.81% examples, 673802 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:14:59,809 : INFO : EPOCH 11 - PROGRESS: at 46.17% examples, 674211 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:00,813 : INFO : EPOCH 11 - PROGRESS: at 46.52% examples, 674582 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:01,819 : INFO : EPOCH 11 - PROGRESS: at 46.91% examples, 674932 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:15:02,833 : INFO : EPOCH 11 - PROGRESS: at 47.25% examples, 675336 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:15:03,833 : INFO : EPOCH 11 - PROGRESS: at 47.62% examples, 675658 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:04,844 : INFO : EPOCH 11 - PROGRESS: at 47.94% examples, 675957 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:05,844 : INFO : EPOCH 11 - PROGRESS: at 48.32% examples, 676195 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:06,860 : INFO : EPOCH 11 - PROGRESS: at 48.65% examples, 676563 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:07,874 : INFO : EPOCH 11 - PROGRESS: at 49.04% examples, 676857 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:08,882 : INFO : EPOCH 11 - PROGRESS: at 49.40% examples, 677251 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:09,894 : INFO : EPOCH 11 - PROGRESS: at 49.76% examples, 677574 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:15:10,894 : INFO : EPOCH 11 - PROGRESS: at 50.09% examples, 677964 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:15:11,900 : INFO : EPOCH 11 - PROGRESS: at 50.42% examples, 678296 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:15:12,910 : INFO : EPOCH 11 - PROGRESS: at 50.78% examples, 678614 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:13,921 : INFO : EPOCH 11 - PROGRESS: at 51.13% examples, 678999 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:14,922 : INFO : EPOCH 11 - PROGRESS: at 51.49% examples, 679289 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:15,939 : INFO : EPOCH 11 - PROGRESS: at 51.83% examples, 679581 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:16,961 : INFO : EPOCH 11 - PROGRESS: at 52.18% examples, 679917 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:17,963 : INFO : EPOCH 11 - PROGRESS: at 52.53% examples, 680246 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:18,976 : INFO : EPOCH 11 - PROGRESS: at 52.91% examples, 680474 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:19,978 : INFO : EPOCH 11 - PROGRESS: at 53.24% examples, 680742 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:15:20,980 : INFO : EPOCH 11 - PROGRESS: at 53.61% examples, 681046 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:21,993 : INFO : EPOCH 11 - PROGRESS: at 53.94% examples, 681234 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:22,993 : INFO : EPOCH 11 - PROGRESS: at 54.30% examples, 681551 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:23,996 : INFO : EPOCH 11 - PROGRESS: at 54.67% examples, 681848 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:25,008 : INFO : EPOCH 11 - PROGRESS: at 55.01% examples, 682094 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:26,014 : INFO : EPOCH 11 - PROGRESS: at 55.36% examples, 682421 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:27,022 : INFO : EPOCH 11 - PROGRESS: at 55.71% examples, 682625 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:28,033 : INFO : EPOCH 11 - PROGRESS: at 56.05% examples, 682949 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:29,037 : INFO : EPOCH 11 - PROGRESS: at 56.37% examples, 683214 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:30,041 : INFO : EPOCH 11 - PROGRESS: at 56.72% examples, 683479 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:15:31,042 : INFO : EPOCH 11 - PROGRESS: at 57.10% examples, 683694 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:32,046 : INFO : EPOCH 11 - PROGRESS: at 57.46% examples, 683913 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:33,048 : INFO : EPOCH 11 - PROGRESS: at 57.80% examples, 684084 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:34,059 : INFO : EPOCH 11 - PROGRESS: at 58.21% examples, 684217 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:35,074 : INFO : EPOCH 11 - PROGRESS: at 58.58% examples, 684462 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:36,086 : INFO : EPOCH 11 - PROGRESS: at 58.95% examples, 684716 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:37,087 : INFO : EPOCH 11 - PROGRESS: at 59.32% examples, 684892 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:38,092 : INFO : EPOCH 11 - PROGRESS: at 59.67% examples, 685180 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:39,098 : INFO : EPOCH 11 - PROGRESS: at 60.03% examples, 685394 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:40,103 : INFO : EPOCH 11 - PROGRESS: at 60.38% examples, 685581 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:41,103 : INFO : EPOCH 11 - PROGRESS: at 60.74% examples, 685813 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:42,106 : INFO : EPOCH 11 - PROGRESS: at 61.10% examples, 686040 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:43,111 : INFO : EPOCH 11 - PROGRESS: at 61.46% examples, 686213 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:44,120 : INFO : EPOCH 11 - PROGRESS: at 61.80% examples, 686503 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:45,125 : INFO : EPOCH 11 - PROGRESS: at 62.13% examples, 686744 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:46,129 : INFO : EPOCH 11 - PROGRESS: at 62.47% examples, 686944 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:47,130 : INFO : EPOCH 11 - PROGRESS: at 62.81% examples, 687153 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:48,134 : INFO : EPOCH 11 - PROGRESS: at 63.17% examples, 687417 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:49,151 : INFO : EPOCH 11 - PROGRESS: at 63.55% examples, 687614 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:50,152 : INFO : EPOCH 11 - PROGRESS: at 63.88% examples, 687887 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:51,161 : INFO : EPOCH 11 - PROGRESS: at 64.22% examples, 688081 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:52,172 : INFO : EPOCH 11 - PROGRESS: at 64.59% examples, 688281 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:53,179 : INFO : EPOCH 11 - PROGRESS: at 64.94% examples, 688474 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:54,183 : INFO : EPOCH 11 - PROGRESS: at 65.30% examples, 688657 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:55,188 : INFO : EPOCH 11 - PROGRESS: at 65.68% examples, 688853 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:56,204 : INFO : EPOCH 11 - PROGRESS: at 66.04% examples, 688972 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:57,205 : INFO : EPOCH 11 - PROGRESS: at 66.38% examples, 689223 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:58,207 : INFO : EPOCH 11 - PROGRESS: at 66.74% examples, 689393 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:15:59,210 : INFO : EPOCH 11 - PROGRESS: at 67.09% examples, 689634 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:00,213 : INFO : EPOCH 11 - PROGRESS: at 67.45% examples, 689768 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:01,219 : INFO : EPOCH 11 - PROGRESS: at 67.81% examples, 689944 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:02,228 : INFO : EPOCH 11 - PROGRESS: at 68.19% examples, 690117 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:03,234 : INFO : EPOCH 11 - PROGRESS: at 68.56% examples, 690286 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:04,255 : INFO : EPOCH 11 - PROGRESS: at 68.93% examples, 690412 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:05,255 : INFO : EPOCH 11 - PROGRESS: at 69.28% examples, 690610 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:06,261 : INFO : EPOCH 11 - PROGRESS: at 69.62% examples, 690830 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:07,272 : INFO : EPOCH 11 - PROGRESS: at 69.97% examples, 690953 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:08,277 : INFO : EPOCH 11 - PROGRESS: at 70.34% examples, 691135 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:09,284 : INFO : EPOCH 11 - PROGRESS: at 70.69% examples, 691293 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:10,298 : INFO : EPOCH 11 - PROGRESS: at 71.03% examples, 691468 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:11,307 : INFO : EPOCH 11 - PROGRESS: at 71.39% examples, 691628 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:12,329 : INFO : EPOCH 11 - PROGRESS: at 71.76% examples, 691745 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:13,337 : INFO : EPOCH 11 - PROGRESS: at 72.10% examples, 691920 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:14,339 : INFO : EPOCH 11 - PROGRESS: at 72.45% examples, 692112 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:15,349 : INFO : EPOCH 11 - PROGRESS: at 72.80% examples, 692276 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:16:16,352 : INFO : EPOCH 11 - PROGRESS: at 73.14% examples, 692453 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:17,356 : INFO : EPOCH 11 - PROGRESS: at 73.49% examples, 692583 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:18,366 : INFO : EPOCH 11 - PROGRESS: at 73.83% examples, 692690 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:19,370 : INFO : EPOCH 11 - PROGRESS: at 74.18% examples, 692896 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:20,371 : INFO : EPOCH 11 - PROGRESS: at 74.52% examples, 693030 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:21,373 : INFO : EPOCH 11 - PROGRESS: at 74.87% examples, 693158 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:22,387 : INFO : EPOCH 11 - PROGRESS: at 75.20% examples, 693354 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:23,388 : INFO : EPOCH 11 - PROGRESS: at 75.55% examples, 693484 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:24,390 : INFO : EPOCH 11 - PROGRESS: at 75.92% examples, 693596 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:25,399 : INFO : EPOCH 11 - PROGRESS: at 76.27% examples, 693706 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:26,404 : INFO : EPOCH 11 - PROGRESS: at 76.62% examples, 693893 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:16:27,407 : INFO : EPOCH 11 - PROGRESS: at 76.97% examples, 694035 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:16:28,420 : INFO : EPOCH 11 - PROGRESS: at 77.30% examples, 694161 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:29,431 : INFO : EPOCH 11 - PROGRESS: at 77.67% examples, 694311 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:16:30,431 : INFO : EPOCH 11 - PROGRESS: at 78.02% examples, 694450 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:31,434 : INFO : EPOCH 11 - PROGRESS: at 78.36% examples, 694571 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:32,438 : INFO : EPOCH 11 - PROGRESS: at 78.73% examples, 694667 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:33,442 : INFO : EPOCH 11 - PROGRESS: at 79.07% examples, 694847 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:34,452 : INFO : EPOCH 11 - PROGRESS: at 79.44% examples, 694994 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:35,457 : INFO : EPOCH 11 - PROGRESS: at 79.79% examples, 695136 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:36,461 : INFO : EPOCH 11 - PROGRESS: at 80.15% examples, 695215 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:37,462 : INFO : EPOCH 11 - PROGRESS: at 80.45% examples, 695360 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:38,470 : INFO : EPOCH 11 - PROGRESS: at 80.80% examples, 695511 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:39,474 : INFO : EPOCH 11 - PROGRESS: at 81.15% examples, 695621 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:40,480 : INFO : EPOCH 11 - PROGRESS: at 81.50% examples, 695766 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:41,490 : INFO : EPOCH 11 - PROGRESS: at 81.86% examples, 695847 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:42,492 : INFO : EPOCH 11 - PROGRESS: at 82.23% examples, 695985 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:43,496 : INFO : EPOCH 11 - PROGRESS: at 82.59% examples, 696063 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:44,511 : INFO : EPOCH 11 - PROGRESS: at 82.95% examples, 696183 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:45,512 : INFO : EPOCH 11 - PROGRESS: at 83.31% examples, 696301 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:16:46,512 : INFO : EPOCH 11 - PROGRESS: at 83.66% examples, 696408 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:47,519 : INFO : EPOCH 11 - PROGRESS: at 84.00% examples, 696492 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:16:48,520 : INFO : EPOCH 11 - PROGRESS: at 84.35% examples, 696607 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:49,535 : INFO : EPOCH 11 - PROGRESS: at 84.72% examples, 696683 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:16:50,535 : INFO : EPOCH 11 - PROGRESS: at 85.09% examples, 696786 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:51,541 : INFO : EPOCH 11 - PROGRESS: at 85.44% examples, 696918 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:52,551 : INFO : EPOCH 11 - PROGRESS: at 85.79% examples, 697040 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:53,552 : INFO : EPOCH 11 - PROGRESS: at 86.13% examples, 697206 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:54,562 : INFO : EPOCH 11 - PROGRESS: at 86.48% examples, 697243 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:55,580 : INFO : EPOCH 11 - PROGRESS: at 86.81% examples, 697069 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:56,605 : INFO : EPOCH 11 - PROGRESS: at 87.13% examples, 696968 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:57,608 : INFO : EPOCH 11 - PROGRESS: at 87.45% examples, 696825 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:16:58,613 : INFO : EPOCH 11 - PROGRESS: at 87.76% examples, 696700 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:16:59,613 : INFO : EPOCH 11 - PROGRESS: at 88.09% examples, 696431 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:00,638 : INFO : EPOCH 11 - PROGRESS: at 88.38% examples, 696161 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:01,652 : INFO : EPOCH 11 - PROGRESS: at 88.67% examples, 695962 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:02,654 : INFO : EPOCH 11 - PROGRESS: at 88.96% examples, 695737 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:03,662 : INFO : EPOCH 11 - PROGRESS: at 89.24% examples, 695338 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:04,666 : INFO : EPOCH 11 - PROGRESS: at 89.55% examples, 694959 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:05,668 : INFO : EPOCH 11 - PROGRESS: at 89.87% examples, 694960 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:06,673 : INFO : EPOCH 11 - PROGRESS: at 90.20% examples, 695095 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:07,674 : INFO : EPOCH 11 - PROGRESS: at 90.55% examples, 695209 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:08,676 : INFO : EPOCH 11 - PROGRESS: at 90.89% examples, 695320 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:09,695 : INFO : EPOCH 11 - PROGRESS: at 91.20% examples, 695443 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:10,699 : INFO : EPOCH 11 - PROGRESS: at 91.58% examples, 695556 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:11,702 : INFO : EPOCH 11 - PROGRESS: at 91.90% examples, 695668 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:17:12,707 : INFO : EPOCH 11 - PROGRESS: at 92.26% examples, 695806 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:13,712 : INFO : EPOCH 11 - PROGRESS: at 92.62% examples, 695897 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:14,718 : INFO : EPOCH 11 - PROGRESS: at 92.97% examples, 696045 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:17:15,721 : INFO : EPOCH 11 - PROGRESS: at 93.33% examples, 696152 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:16,725 : INFO : EPOCH 11 - PROGRESS: at 93.65% examples, 696287 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:17,741 : INFO : EPOCH 11 - PROGRESS: at 94.00% examples, 696389 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:18,748 : INFO : EPOCH 11 - PROGRESS: at 94.36% examples, 696489 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:19,760 : INFO : EPOCH 11 - PROGRESS: at 94.70% examples, 696590 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:20,765 : INFO : EPOCH 11 - PROGRESS: at 95.04% examples, 696674 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:21,771 : INFO : EPOCH 11 - PROGRESS: at 95.41% examples, 696800 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:17:22,773 : INFO : EPOCH 11 - PROGRESS: at 95.77% examples, 696894 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:23,775 : INFO : EPOCH 11 - PROGRESS: at 96.10% examples, 696991 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:24,784 : INFO : EPOCH 11 - PROGRESS: at 96.49% examples, 697065 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:25,792 : INFO : EPOCH 11 - PROGRESS: at 96.83% examples, 697156 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:26,804 : INFO : EPOCH 11 - PROGRESS: at 97.18% examples, 697235 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:27,814 : INFO : EPOCH 11 - PROGRESS: at 97.54% examples, 697345 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:28,823 : INFO : EPOCH 11 - PROGRESS: at 97.90% examples, 697425 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:17:29,827 : INFO : EPOCH 11 - PROGRESS: at 98.28% examples, 697514 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:30,846 : INFO : EPOCH 11 - PROGRESS: at 98.64% examples, 697597 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:31,850 : INFO : EPOCH 11 - PROGRESS: at 99.00% examples, 697724 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:32,855 : INFO : EPOCH 11 - PROGRESS: at 99.37% examples, 697786 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:33,858 : INFO : EPOCH 11 - PROGRESS: at 99.74% examples, 697881 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:34,547 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 17:17:34,548 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 17:17:34,551 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 17:17:34,576 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 17:17:34,577 : INFO : EPOCH - 11 : training on 266822167 raw words (207262944 effective words) took 297.0s, 697969 effective words/s
2020-07-24 17:17:35,587 : INFO : EPOCH 12 - PROGRESS: at 0.32% examples, 708410 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:36,588 : INFO : EPOCH 12 - PROGRESS: at 0.67% examples, 718404 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:37,589 : INFO : EPOCH 12 - PROGRESS: at 1.02% examples, 725380 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:38,601 : INFO : EPOCH 12 - PROGRESS: at 1.37% examples, 723684 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:39,606 : INFO : EPOCH 12 - PROGRESS: at 1.71% examples, 725942 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:40,614 : INFO : EPOCH 12 - PROGRESS: at 2.06% examples, 723071 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:41,627 : INFO : EPOCH 12 - PROGRESS: at 2.42% examples, 724524 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:42,627 : INFO : EPOCH 12 - PROGRESS: at 2.75% examples, 724854 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:43,637 : INFO : EPOCH 12 - PROGRESS: at 3.08% examples, 725263 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:44,642 : INFO : EPOCH 12 - PROGRESS: at 3.42% examples, 725817 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:45,643 : INFO : EPOCH 12 - PROGRESS: at 3.76% examples, 726246 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:46,645 : INFO : EPOCH 12 - PROGRESS: at 4.10% examples, 726411 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:47,646 : INFO : EPOCH 12 - PROGRESS: at 4.44% examples, 727310 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:48,647 : INFO : EPOCH 12 - PROGRESS: at 4.81% examples, 727134 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:49,653 : INFO : EPOCH 12 - PROGRESS: at 5.16% examples, 726913 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:50,658 : INFO : EPOCH 12 - PROGRESS: at 5.49% examples, 726780 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:51,673 : INFO : EPOCH 12 - PROGRESS: at 5.83% examples, 726519 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:52,674 : INFO : EPOCH 12 - PROGRESS: at 6.19% examples, 726274 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:53,682 : INFO : EPOCH 12 - PROGRESS: at 6.55% examples, 726427 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:54,685 : INFO : EPOCH 12 - PROGRESS: at 6.88% examples, 726260 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:55,686 : INFO : EPOCH 12 - PROGRESS: at 7.22% examples, 726958 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:56,691 : INFO : EPOCH 12 - PROGRESS: at 7.54% examples, 727001 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:57,699 : INFO : EPOCH 12 - PROGRESS: at 7.88% examples, 726597 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:58,704 : INFO : EPOCH 12 - PROGRESS: at 8.22% examples, 727114 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:17:59,706 : INFO : EPOCH 12 - PROGRESS: at 8.58% examples, 727227 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:00,718 : INFO : EPOCH 12 - PROGRESS: at 8.93% examples, 726832 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:01,726 : INFO : EPOCH 12 - PROGRESS: at 9.28% examples, 726848 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:02,748 : INFO : EPOCH 12 - PROGRESS: at 9.63% examples, 726816 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:03,754 : INFO : EPOCH 12 - PROGRESS: at 9.97% examples, 726839 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:04,764 : INFO : EPOCH 12 - PROGRESS: at 10.31% examples, 726964 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:18:05,766 : INFO : EPOCH 12 - PROGRESS: at 10.65% examples, 727074 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:06,775 : INFO : EPOCH 12 - PROGRESS: at 10.98% examples, 726923 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:07,780 : INFO : EPOCH 12 - PROGRESS: at 11.34% examples, 727013 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:08,781 : INFO : EPOCH 12 - PROGRESS: at 11.70% examples, 726860 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:18:09,782 : INFO : EPOCH 12 - PROGRESS: at 12.04% examples, 726927 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:10,787 : INFO : EPOCH 12 - PROGRESS: at 12.38% examples, 726882 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:11,788 : INFO : EPOCH 12 - PROGRESS: at 12.75% examples, 726926 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:12,790 : INFO : EPOCH 12 - PROGRESS: at 13.11% examples, 726772 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:13,795 : INFO : EPOCH 12 - PROGRESS: at 13.46% examples, 726580 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:14,799 : INFO : EPOCH 12 - PROGRESS: at 13.82% examples, 726867 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:15,806 : INFO : EPOCH 12 - PROGRESS: at 14.19% examples, 727005 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:16,827 : INFO : EPOCH 12 - PROGRESS: at 14.54% examples, 726955 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:17,832 : INFO : EPOCH 12 - PROGRESS: at 14.90% examples, 726877 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:18,838 : INFO : EPOCH 12 - PROGRESS: at 15.26% examples, 727074 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:19,841 : INFO : EPOCH 12 - PROGRESS: at 15.60% examples, 726705 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:18:20,841 : INFO : EPOCH 12 - PROGRESS: at 15.95% examples, 726803 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:21,843 : INFO : EPOCH 12 - PROGRESS: at 16.29% examples, 727056 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:22,861 : INFO : EPOCH 12 - PROGRESS: at 16.66% examples, 726658 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:18:23,874 : INFO : EPOCH 12 - PROGRESS: at 17.03% examples, 726729 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:24,885 : INFO : EPOCH 12 - PROGRESS: at 17.39% examples, 726492 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:25,894 : INFO : EPOCH 12 - PROGRESS: at 17.73% examples, 726579 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:26,900 : INFO : EPOCH 12 - PROGRESS: at 18.07% examples, 726588 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:27,904 : INFO : EPOCH 12 - PROGRESS: at 18.42% examples, 726528 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:28,911 : INFO : EPOCH 12 - PROGRESS: at 18.77% examples, 726356 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:29,922 : INFO : EPOCH 12 - PROGRESS: at 19.14% examples, 726367 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:30,936 : INFO : EPOCH 12 - PROGRESS: at 19.53% examples, 726153 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:18:31,947 : INFO : EPOCH 12 - PROGRESS: at 19.86% examples, 725209 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:32,947 : INFO : EPOCH 12 - PROGRESS: at 20.17% examples, 724099 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:18:33,955 : INFO : EPOCH 12 - PROGRESS: at 20.50% examples, 722915 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:34,961 : INFO : EPOCH 12 - PROGRESS: at 20.83% examples, 721903 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:18:35,964 : INFO : EPOCH 12 - PROGRESS: at 21.13% examples, 720970 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:36,976 : INFO : EPOCH 12 - PROGRESS: at 21.44% examples, 720124 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:37,977 : INFO : EPOCH 12 - PROGRESS: at 21.75% examples, 719215 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:38,984 : INFO : EPOCH 12 - PROGRESS: at 22.07% examples, 718206 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:39,987 : INFO : EPOCH 12 - PROGRESS: at 22.37% examples, 717344 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:41,008 : INFO : EPOCH 12 - PROGRESS: at 22.70% examples, 716507 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:18:42,012 : INFO : EPOCH 12 - PROGRESS: at 23.04% examples, 715753 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:43,016 : INFO : EPOCH 12 - PROGRESS: at 23.37% examples, 714833 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:44,018 : INFO : EPOCH 12 - PROGRESS: at 23.69% examples, 714108 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:45,021 : INFO : EPOCH 12 - PROGRESS: at 23.98% examples, 713395 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:46,038 : INFO : EPOCH 12 - PROGRESS: at 24.29% examples, 712894 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:47,049 : INFO : EPOCH 12 - PROGRESS: at 24.62% examples, 712280 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:48,068 : INFO : EPOCH 12 - PROGRESS: at 24.95% examples, 711411 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:49,080 : INFO : EPOCH 12 - PROGRESS: at 25.27% examples, 710794 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:50,084 : INFO : EPOCH 12 - PROGRESS: at 25.61% examples, 710163 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:51,099 : INFO : EPOCH 12 - PROGRESS: at 25.93% examples, 709396 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:52,115 : INFO : EPOCH 12 - PROGRESS: at 26.24% examples, 708762 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:53,128 : INFO : EPOCH 12 - PROGRESS: at 26.58% examples, 708190 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:54,141 : INFO : EPOCH 12 - PROGRESS: at 26.90% examples, 707582 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:55,143 : INFO : EPOCH 12 - PROGRESS: at 27.20% examples, 706995 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:56,145 : INFO : EPOCH 12 - PROGRESS: at 27.52% examples, 706381 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:57,155 : INFO : EPOCH 12 - PROGRESS: at 27.86% examples, 705937 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:58,155 : INFO : EPOCH 12 - PROGRESS: at 28.20% examples, 705265 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:18:59,164 : INFO : EPOCH 12 - PROGRESS: at 28.50% examples, 704690 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:00,168 : INFO : EPOCH 12 - PROGRESS: at 28.83% examples, 704178 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:19:01,197 : INFO : EPOCH 12 - PROGRESS: at 29.14% examples, 703513 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:19:02,199 : INFO : EPOCH 12 - PROGRESS: at 29.48% examples, 703050 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:03,209 : INFO : EPOCH 12 - PROGRESS: at 29.81% examples, 702590 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:04,218 : INFO : EPOCH 12 - PROGRESS: at 30.15% examples, 702166 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:05,223 : INFO : EPOCH 12 - PROGRESS: at 30.48% examples, 701575 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:06,224 : INFO : EPOCH 12 - PROGRESS: at 30.81% examples, 701034 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:19:07,225 : INFO : EPOCH 12 - PROGRESS: at 31.13% examples, 700648 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:08,226 : INFO : EPOCH 12 - PROGRESS: at 31.43% examples, 700115 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:09,229 : INFO : EPOCH 12 - PROGRESS: at 31.74% examples, 699762 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:10,238 : INFO : EPOCH 12 - PROGRESS: at 32.05% examples, 699298 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:11,241 : INFO : EPOCH 12 - PROGRESS: at 32.41% examples, 698901 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:12,246 : INFO : EPOCH 12 - PROGRESS: at 32.73% examples, 698430 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:13,261 : INFO : EPOCH 12 - PROGRESS: at 33.08% examples, 698065 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:14,288 : INFO : EPOCH 12 - PROGRESS: at 33.39% examples, 697617 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:15,296 : INFO : EPOCH 12 - PROGRESS: at 33.71% examples, 697367 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:16,296 : INFO : EPOCH 12 - PROGRESS: at 34.03% examples, 697012 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:17,302 : INFO : EPOCH 12 - PROGRESS: at 34.34% examples, 696692 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:18,304 : INFO : EPOCH 12 - PROGRESS: at 34.67% examples, 696346 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:19:19,310 : INFO : EPOCH 12 - PROGRESS: at 35.01% examples, 696006 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:20,312 : INFO : EPOCH 12 - PROGRESS: at 35.35% examples, 695615 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:21,318 : INFO : EPOCH 12 - PROGRESS: at 35.66% examples, 695274 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:22,319 : INFO : EPOCH 12 - PROGRESS: at 35.99% examples, 695043 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:23,345 : INFO : EPOCH 12 - PROGRESS: at 36.33% examples, 694511 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:24,351 : INFO : EPOCH 12 - PROGRESS: at 36.60% examples, 694250 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:25,358 : INFO : EPOCH 12 - PROGRESS: at 36.95% examples, 693914 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:26,361 : INFO : EPOCH 12 - PROGRESS: at 37.29% examples, 693665 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:27,375 : INFO : EPOCH 12 - PROGRESS: at 37.60% examples, 693226 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:28,376 : INFO : EPOCH 12 - PROGRESS: at 37.90% examples, 693098 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:19:29,385 : INFO : EPOCH 12 - PROGRESS: at 38.20% examples, 692800 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:30,401 : INFO : EPOCH 12 - PROGRESS: at 38.52% examples, 692467 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:19:31,406 : INFO : EPOCH 12 - PROGRESS: at 38.84% examples, 692296 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:32,420 : INFO : EPOCH 12 - PROGRESS: at 39.18% examples, 691966 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:33,420 : INFO : EPOCH 12 - PROGRESS: at 39.52% examples, 691565 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:34,422 : INFO : EPOCH 12 - PROGRESS: at 39.84% examples, 691300 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:35,424 : INFO : EPOCH 12 - PROGRESS: at 40.17% examples, 691081 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:36,426 : INFO : EPOCH 12 - PROGRESS: at 40.47% examples, 690883 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:37,430 : INFO : EPOCH 12 - PROGRESS: at 40.80% examples, 690632 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:38,431 : INFO : EPOCH 12 - PROGRESS: at 41.11% examples, 690370 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:39,459 : INFO : EPOCH 12 - PROGRESS: at 41.43% examples, 689896 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:40,470 : INFO : EPOCH 12 - PROGRESS: at 41.75% examples, 689470 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:41,485 : INFO : EPOCH 12 - PROGRESS: at 42.08% examples, 689017 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:42,489 : INFO : EPOCH 12 - PROGRESS: at 42.38% examples, 688518 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:43,495 : INFO : EPOCH 12 - PROGRESS: at 42.67% examples, 687697 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:44,496 : INFO : EPOCH 12 - PROGRESS: at 42.97% examples, 686982 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:45,512 : INFO : EPOCH 12 - PROGRESS: at 43.31% examples, 687162 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:46,523 : INFO : EPOCH 12 - PROGRESS: at 43.66% examples, 687478 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:47,529 : INFO : EPOCH 12 - PROGRESS: at 44.02% examples, 687728 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:48,546 : INFO : EPOCH 12 - PROGRESS: at 44.39% examples, 687973 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:49,547 : INFO : EPOCH 12 - PROGRESS: at 44.74% examples, 688227 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:50,555 : INFO : EPOCH 12 - PROGRESS: at 45.10% examples, 688498 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:51,564 : INFO : EPOCH 12 - PROGRESS: at 45.44% examples, 688794 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:52,564 : INFO : EPOCH 12 - PROGRESS: at 45.79% examples, 689140 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:19:53,572 : INFO : EPOCH 12 - PROGRESS: at 46.15% examples, 689388 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:19:54,574 : INFO : EPOCH 12 - PROGRESS: at 46.50% examples, 689716 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:55,587 : INFO : EPOCH 12 - PROGRESS: at 46.88% examples, 689893 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:56,592 : INFO : EPOCH 12 - PROGRESS: at 47.23% examples, 690185 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:57,594 : INFO : EPOCH 12 - PROGRESS: at 47.60% examples, 690456 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:58,604 : INFO : EPOCH 12 - PROGRESS: at 47.92% examples, 690647 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:19:59,604 : INFO : EPOCH 12 - PROGRESS: at 48.30% examples, 690851 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:00,617 : INFO : EPOCH 12 - PROGRESS: at 48.63% examples, 691051 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:01,634 : INFO : EPOCH 12 - PROGRESS: at 49.00% examples, 691228 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:20:02,638 : INFO : EPOCH 12 - PROGRESS: at 49.37% examples, 691474 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:03,662 : INFO : EPOCH 12 - PROGRESS: at 49.73% examples, 691713 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:04,664 : INFO : EPOCH 12 - PROGRESS: at 50.06% examples, 692024 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:20:05,673 : INFO : EPOCH 12 - PROGRESS: at 50.41% examples, 692298 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:06,686 : INFO : EPOCH 12 - PROGRESS: at 50.76% examples, 692487 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:07,695 : INFO : EPOCH 12 - PROGRESS: at 51.10% examples, 692760 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:08,701 : INFO : EPOCH 12 - PROGRESS: at 51.46% examples, 692917 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:09,710 : INFO : EPOCH 12 - PROGRESS: at 51.80% examples, 693150 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:10,710 : INFO : EPOCH 12 - PROGRESS: at 52.14% examples, 693365 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:11,712 : INFO : EPOCH 12 - PROGRESS: at 52.50% examples, 693619 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:12,736 : INFO : EPOCH 12 - PROGRESS: at 52.86% examples, 693727 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:20:13,745 : INFO : EPOCH 12 - PROGRESS: at 53.21% examples, 693986 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:14,746 : INFO : EPOCH 12 - PROGRESS: at 53.57% examples, 694191 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:15,752 : INFO : EPOCH 12 - PROGRESS: at 53.91% examples, 694341 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:16,764 : INFO : EPOCH 12 - PROGRESS: at 54.27% examples, 694507 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:17,766 : INFO : EPOCH 12 - PROGRESS: at 54.64% examples, 694734 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:20:18,768 : INFO : EPOCH 12 - PROGRESS: at 54.97% examples, 694892 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:19,769 : INFO : EPOCH 12 - PROGRESS: at 55.30% examples, 695142 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:20,770 : INFO : EPOCH 12 - PROGRESS: at 55.67% examples, 695342 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:21,776 : INFO : EPOCH 12 - PROGRESS: at 56.00% examples, 695618 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:22,785 : INFO : EPOCH 12 - PROGRESS: at 56.34% examples, 695790 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:23,790 : INFO : EPOCH 12 - PROGRESS: at 56.66% examples, 695720 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:24,801 : INFO : EPOCH 12 - PROGRESS: at 56.99% examples, 695481 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:25,818 : INFO : EPOCH 12 - PROGRESS: at 57.35% examples, 695300 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:26,819 : INFO : EPOCH 12 - PROGRESS: at 57.66% examples, 695086 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:20:27,832 : INFO : EPOCH 12 - PROGRESS: at 58.02% examples, 694815 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:28,834 : INFO : EPOCH 12 - PROGRESS: at 58.37% examples, 694639 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:20:29,838 : INFO : EPOCH 12 - PROGRESS: at 58.71% examples, 694444 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:30,841 : INFO : EPOCH 12 - PROGRESS: at 59.02% examples, 694210 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:20:31,857 : INFO : EPOCH 12 - PROGRESS: at 59.37% examples, 693938 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:32,862 : INFO : EPOCH 12 - PROGRESS: at 59.68% examples, 693813 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:33,863 : INFO : EPOCH 12 - PROGRESS: at 60.01% examples, 693615 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:20:34,865 : INFO : EPOCH 12 - PROGRESS: at 60.32% examples, 693374 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:35,866 : INFO : EPOCH 12 - PROGRESS: at 60.66% examples, 693201 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:36,876 : INFO : EPOCH 12 - PROGRESS: at 60.98% examples, 693014 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:37,884 : INFO : EPOCH 12 - PROGRESS: at 61.31% examples, 692794 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:38,889 : INFO : EPOCH 12 - PROGRESS: at 61.63% examples, 692630 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:39,907 : INFO : EPOCH 12 - PROGRESS: at 61.94% examples, 692496 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:40,936 : INFO : EPOCH 12 - PROGRESS: at 62.24% examples, 692357 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:20:41,947 : INFO : EPOCH 12 - PROGRESS: at 62.57% examples, 692192 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:42,956 : INFO : EPOCH 12 - PROGRESS: at 62.89% examples, 692066 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:20:43,962 : INFO : EPOCH 12 - PROGRESS: at 63.20% examples, 691914 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:44,964 : INFO : EPOCH 12 - PROGRESS: at 63.55% examples, 691734 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:45,972 : INFO : EPOCH 12 - PROGRESS: at 63.84% examples, 691561 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:20:46,980 : INFO : EPOCH 12 - PROGRESS: at 64.14% examples, 691408 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:47,982 : INFO : EPOCH 12 - PROGRESS: at 64.48% examples, 691274 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:48,983 : INFO : EPOCH 12 - PROGRESS: at 64.80% examples, 691174 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:20:49,983 : INFO : EPOCH 12 - PROGRESS: at 65.14% examples, 691001 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:50,993 : INFO : EPOCH 12 - PROGRESS: at 65.47% examples, 690795 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:51,998 : INFO : EPOCH 12 - PROGRESS: at 65.80% examples, 690588 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:53,000 : INFO : EPOCH 12 - PROGRESS: at 66.11% examples, 690490 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:54,003 : INFO : EPOCH 12 - PROGRESS: at 66.42% examples, 690334 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:20:55,008 : INFO : EPOCH 12 - PROGRESS: at 66.75% examples, 690191 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:20:56,039 : INFO : EPOCH 12 - PROGRESS: at 67.07% examples, 690003 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:57,055 : INFO : EPOCH 12 - PROGRESS: at 67.42% examples, 689894 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:58,055 : INFO : EPOCH 12 - PROGRESS: at 67.75% examples, 689771 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:20:59,058 : INFO : EPOCH 12 - PROGRESS: at 68.07% examples, 689539 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:00,064 : INFO : EPOCH 12 - PROGRESS: at 68.43% examples, 689386 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:01,072 : INFO : EPOCH 12 - PROGRESS: at 68.75% examples, 689243 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:02,080 : INFO : EPOCH 12 - PROGRESS: at 69.07% examples, 689090 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:03,094 : INFO : EPOCH 12 - PROGRESS: at 69.39% examples, 689017 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:04,120 : INFO : EPOCH 12 - PROGRESS: at 69.73% examples, 688831 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:05,122 : INFO : EPOCH 12 - PROGRESS: at 70.04% examples, 688705 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:06,141 : INFO : EPOCH 12 - PROGRESS: at 70.38% examples, 688577 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:07,152 : INFO : EPOCH 12 - PROGRESS: at 70.69% examples, 688400 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:08,164 : INFO : EPOCH 12 - PROGRESS: at 71.00% examples, 688354 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:09,166 : INFO : EPOCH 12 - PROGRESS: at 71.32% examples, 688218 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:21:10,170 : INFO : EPOCH 12 - PROGRESS: at 71.67% examples, 688047 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:11,172 : INFO : EPOCH 12 - PROGRESS: at 71.99% examples, 687925 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:12,182 : INFO : EPOCH 12 - PROGRESS: at 72.29% examples, 687803 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:21:13,198 : INFO : EPOCH 12 - PROGRESS: at 72.60% examples, 687678 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:14,199 : INFO : EPOCH 12 - PROGRESS: at 72.93% examples, 687546 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:21:15,200 : INFO : EPOCH 12 - PROGRESS: at 73.24% examples, 687497 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:16,206 : INFO : EPOCH 12 - PROGRESS: at 73.55% examples, 687350 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:17,208 : INFO : EPOCH 12 - PROGRESS: at 73.87% examples, 687232 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:18,210 : INFO : EPOCH 12 - PROGRESS: at 74.18% examples, 687126 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:19,233 : INFO : EPOCH 12 - PROGRESS: at 74.49% examples, 686951 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:20,237 : INFO : EPOCH 12 - PROGRESS: at 74.82% examples, 686829 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:21,243 : INFO : EPOCH 12 - PROGRESS: at 75.11% examples, 686766 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:22,247 : INFO : EPOCH 12 - PROGRESS: at 75.43% examples, 686627 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:23,247 : INFO : EPOCH 12 - PROGRESS: at 75.76% examples, 686513 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:24,253 : INFO : EPOCH 12 - PROGRESS: at 76.09% examples, 686393 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:25,257 : INFO : EPOCH 12 - PROGRESS: at 76.42% examples, 686326 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:26,261 : INFO : EPOCH 12 - PROGRESS: at 76.73% examples, 686220 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:21:27,264 : INFO : EPOCH 12 - PROGRESS: at 77.04% examples, 686128 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:28,272 : INFO : EPOCH 12 - PROGRESS: at 77.35% examples, 686029 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:21:29,280 : INFO : EPOCH 12 - PROGRESS: at 77.67% examples, 685916 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:30,285 : INFO : EPOCH 12 - PROGRESS: at 78.00% examples, 685760 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:31,286 : INFO : EPOCH 12 - PROGRESS: at 78.31% examples, 685695 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:32,291 : INFO : EPOCH 12 - PROGRESS: at 78.64% examples, 685538 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:33,303 : INFO : EPOCH 12 - PROGRESS: at 78.95% examples, 685460 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:34,306 : INFO : EPOCH 12 - PROGRESS: at 79.29% examples, 685348 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:35,309 : INFO : EPOCH 12 - PROGRESS: at 79.60% examples, 685260 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:36,320 : INFO : EPOCH 12 - PROGRESS: at 79.95% examples, 685155 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:21:37,326 : INFO : EPOCH 12 - PROGRESS: at 80.23% examples, 685038 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:38,341 : INFO : EPOCH 12 - PROGRESS: at 80.53% examples, 684981 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:39,349 : INFO : EPOCH 12 - PROGRESS: at 80.85% examples, 684848 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:40,352 : INFO : EPOCH 12 - PROGRESS: at 81.18% examples, 684768 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:41,354 : INFO : EPOCH 12 - PROGRESS: at 81.49% examples, 684695 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:42,367 : INFO : EPOCH 12 - PROGRESS: at 81.82% examples, 684609 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:43,381 : INFO : EPOCH 12 - PROGRESS: at 82.16% examples, 684501 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:44,387 : INFO : EPOCH 12 - PROGRESS: at 82.51% examples, 684446 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:45,388 : INFO : EPOCH 12 - PROGRESS: at 82.83% examples, 684351 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:46,402 : INFO : EPOCH 12 - PROGRESS: at 83.17% examples, 684264 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:47,409 : INFO : EPOCH 12 - PROGRESS: at 83.49% examples, 684119 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:48,413 : INFO : EPOCH 12 - PROGRESS: at 83.81% examples, 684055 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:21:49,413 : INFO : EPOCH 12 - PROGRESS: at 84.11% examples, 683948 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:50,426 : INFO : EPOCH 12 - PROGRESS: at 84.43% examples, 683833 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:51,442 : INFO : EPOCH 12 - PROGRESS: at 84.78% examples, 683727 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:52,459 : INFO : EPOCH 12 - PROGRESS: at 85.13% examples, 683619 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:53,470 : INFO : EPOCH 12 - PROGRESS: at 85.44% examples, 683513 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:21:54,485 : INFO : EPOCH 12 - PROGRESS: at 85.75% examples, 683391 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:55,508 : INFO : EPOCH 12 - PROGRESS: at 86.07% examples, 683321 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:56,528 : INFO : EPOCH 12 - PROGRESS: at 86.39% examples, 683233 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:57,530 : INFO : EPOCH 12 - PROGRESS: at 86.72% examples, 683177 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:58,534 : INFO : EPOCH 12 - PROGRESS: at 87.04% examples, 683107 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:21:59,543 : INFO : EPOCH 12 - PROGRESS: at 87.35% examples, 683037 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:00,550 : INFO : EPOCH 12 - PROGRESS: at 87.68% examples, 682927 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:22:01,563 : INFO : EPOCH 12 - PROGRESS: at 88.01% examples, 682833 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:02,572 : INFO : EPOCH 12 - PROGRESS: at 88.32% examples, 682785 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:03,586 : INFO : EPOCH 12 - PROGRESS: at 88.62% examples, 682717 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:04,596 : INFO : EPOCH 12 - PROGRESS: at 88.93% examples, 682646 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:05,607 : INFO : EPOCH 12 - PROGRESS: at 89.24% examples, 682581 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:22:06,611 : INFO : EPOCH 12 - PROGRESS: at 89.59% examples, 682506 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:07,611 : INFO : EPOCH 12 - PROGRESS: at 89.88% examples, 682394 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:08,618 : INFO : EPOCH 12 - PROGRESS: at 90.18% examples, 682355 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:09,622 : INFO : EPOCH 12 - PROGRESS: at 90.50% examples, 682240 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:10,623 : INFO : EPOCH 12 - PROGRESS: at 90.79% examples, 682210 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:11,635 : INFO : EPOCH 12 - PROGRESS: at 91.10% examples, 682157 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:12,636 : INFO : EPOCH 12 - PROGRESS: at 91.42% examples, 682080 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:13,637 : INFO : EPOCH 12 - PROGRESS: at 91.74% examples, 681956 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:14,660 : INFO : EPOCH 12 - PROGRESS: at 92.04% examples, 681912 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:15,666 : INFO : EPOCH 12 - PROGRESS: at 92.39% examples, 681853 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:16,671 : INFO : EPOCH 12 - PROGRESS: at 92.71% examples, 681768 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:17,680 : INFO : EPOCH 12 - PROGRESS: at 93.03% examples, 681706 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:18,696 : INFO : EPOCH 12 - PROGRESS: at 93.34% examples, 681629 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:19,705 : INFO : EPOCH 12 - PROGRESS: at 93.63% examples, 681457 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:20,708 : INFO : EPOCH 12 - PROGRESS: at 93.93% examples, 681289 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:21,711 : INFO : EPOCH 12 - PROGRESS: at 94.24% examples, 681089 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:22,716 : INFO : EPOCH 12 - PROGRESS: at 94.54% examples, 680900 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:23,726 : INFO : EPOCH 12 - PROGRESS: at 94.82% examples, 680573 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:24,727 : INFO : EPOCH 12 - PROGRESS: at 95.10% examples, 680293 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:25,737 : INFO : EPOCH 12 - PROGRESS: at 95.46% examples, 680410 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:26,742 : INFO : EPOCH 12 - PROGRESS: at 95.82% examples, 680591 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:22:27,757 : INFO : EPOCH 12 - PROGRESS: at 96.16% examples, 680748 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:22:28,762 : INFO : EPOCH 12 - PROGRESS: at 96.55% examples, 680903 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:29,765 : INFO : EPOCH 12 - PROGRESS: at 96.90% examples, 681114 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:30,768 : INFO : EPOCH 12 - PROGRESS: at 97.24% examples, 681266 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:31,786 : INFO : EPOCH 12 - PROGRESS: at 97.61% examples, 681403 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:32,794 : INFO : EPOCH 12 - PROGRESS: at 97.97% examples, 681546 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:33,795 : INFO : EPOCH 12 - PROGRESS: at 98.35% examples, 681684 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:22:34,797 : INFO : EPOCH 12 - PROGRESS: at 98.69% examples, 681821 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:35,797 : INFO : EPOCH 12 - PROGRESS: at 99.06% examples, 681932 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:36,799 : INFO : EPOCH 12 - PROGRESS: at 99.44% examples, 682082 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:37,803 : INFO : EPOCH 12 - PROGRESS: at 99.80% examples, 682260 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:38,323 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 17:22:38,326 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 17:22:38,334 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 17:22:38,355 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 17:22:38,356 : INFO : EPOCH - 12 : training on 266822167 raw words (207275107 effective words) took 303.8s, 682334 effective words/s
2020-07-24 17:22:39,370 : INFO : EPOCH 13 - PROGRESS: at 0.32% examples, 706604 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:40,377 : INFO : EPOCH 13 - PROGRESS: at 0.67% examples, 715117 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:41,383 : INFO : EPOCH 13 - PROGRESS: at 1.02% examples, 722003 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:42,401 : INFO : EPOCH 13 - PROGRESS: at 1.37% examples, 720124 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:43,404 : INFO : EPOCH 13 - PROGRESS: at 1.70% examples, 718986 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:22:44,416 : INFO : EPOCH 13 - PROGRESS: at 2.06% examples, 718949 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:22:45,441 : INFO : EPOCH 13 - PROGRESS: at 2.42% examples, 720794 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:46,448 : INFO : EPOCH 13 - PROGRESS: at 2.75% examples, 721741 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:22:47,452 : INFO : EPOCH 13 - PROGRESS: at 3.08% examples, 722583 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:48,453 : INFO : EPOCH 13 - PROGRESS: at 3.42% examples, 722512 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:49,457 : INFO : EPOCH 13 - PROGRESS: at 3.75% examples, 722456 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:50,467 : INFO : EPOCH 13 - PROGRESS: at 4.10% examples, 722965 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:51,468 : INFO : EPOCH 13 - PROGRESS: at 4.43% examples, 723618 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:22:52,469 : INFO : EPOCH 13 - PROGRESS: at 4.80% examples, 723030 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:53,476 : INFO : EPOCH 13 - PROGRESS: at 5.15% examples, 723665 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:54,480 : INFO : EPOCH 13 - PROGRESS: at 5.49% examples, 724646 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:55,485 : INFO : EPOCH 13 - PROGRESS: at 5.83% examples, 724261 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:56,486 : INFO : EPOCH 13 - PROGRESS: at 6.18% examples, 724429 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:57,488 : INFO : EPOCH 13 - PROGRESS: at 6.54% examples, 724246 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:58,492 : INFO : EPOCH 13 - PROGRESS: at 6.87% examples, 724676 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:22:59,497 : INFO : EPOCH 13 - PROGRESS: at 7.22% examples, 725024 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:00,506 : INFO : EPOCH 13 - PROGRESS: at 7.53% examples, 724947 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:01,509 : INFO : EPOCH 13 - PROGRESS: at 7.87% examples, 725159 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:02,522 : INFO : EPOCH 13 - PROGRESS: at 8.21% examples, 724816 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:03,536 : INFO : EPOCH 13 - PROGRESS: at 8.56% examples, 724826 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:04,548 : INFO : EPOCH 13 - PROGRESS: at 8.92% examples, 724720 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:05,566 : INFO : EPOCH 13 - PROGRESS: at 9.28% examples, 725108 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:06,577 : INFO : EPOCH 13 - PROGRESS: at 9.64% examples, 725439 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:07,580 : INFO : EPOCH 13 - PROGRESS: at 9.98% examples, 725829 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:08,604 : INFO : EPOCH 13 - PROGRESS: at 10.31% examples, 725413 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:23:09,622 : INFO : EPOCH 13 - PROGRESS: at 10.65% examples, 725400 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:10,624 : INFO : EPOCH 13 - PROGRESS: at 10.99% examples, 725951 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:11,634 : INFO : EPOCH 13 - PROGRESS: at 11.35% examples, 725722 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:12,640 : INFO : EPOCH 13 - PROGRESS: at 11.71% examples, 725695 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:23:13,653 : INFO : EPOCH 13 - PROGRESS: at 12.05% examples, 725697 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:14,663 : INFO : EPOCH 13 - PROGRESS: at 12.40% examples, 726027 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:15,665 : INFO : EPOCH 13 - PROGRESS: at 12.77% examples, 725901 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:16,667 : INFO : EPOCH 13 - PROGRESS: at 13.13% examples, 725725 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:17,670 : INFO : EPOCH 13 - PROGRESS: at 13.48% examples, 725615 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:23:18,672 : INFO : EPOCH 13 - PROGRESS: at 13.84% examples, 725984 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:23:19,688 : INFO : EPOCH 13 - PROGRESS: at 14.21% examples, 726006 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:20,689 : INFO : EPOCH 13 - PROGRESS: at 14.55% examples, 726232 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:21,692 : INFO : EPOCH 13 - PROGRESS: at 14.92% examples, 726083 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:22,714 : INFO : EPOCH 13 - PROGRESS: at 15.28% examples, 726310 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:23,729 : INFO : EPOCH 13 - PROGRESS: at 15.63% examples, 726238 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:23:24,734 : INFO : EPOCH 13 - PROGRESS: at 15.98% examples, 726409 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:23:25,737 : INFO : EPOCH 13 - PROGRESS: at 16.32% examples, 726629 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:26,746 : INFO : EPOCH 13 - PROGRESS: at 16.70% examples, 726231 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:27,746 : INFO : EPOCH 13 - PROGRESS: at 17.05% examples, 726073 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:28,755 : INFO : EPOCH 13 - PROGRESS: at 17.41% examples, 725919 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:29,773 : INFO : EPOCH 13 - PROGRESS: at 17.76% examples, 725950 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:30,777 : INFO : EPOCH 13 - PROGRESS: at 18.09% examples, 726145 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:31,785 : INFO : EPOCH 13 - PROGRESS: at 18.45% examples, 726056 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:32,796 : INFO : EPOCH 13 - PROGRESS: at 18.81% examples, 726081 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:33,802 : INFO : EPOCH 13 - PROGRESS: at 19.17% examples, 725963 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:34,814 : INFO : EPOCH 13 - PROGRESS: at 19.56% examples, 725908 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:35,839 : INFO : EPOCH 13 - PROGRESS: at 19.91% examples, 725929 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:36,846 : INFO : EPOCH 13 - PROGRESS: at 20.27% examples, 726007 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:37,848 : INFO : EPOCH 13 - PROGRESS: at 20.64% examples, 725943 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:38,857 : INFO : EPOCH 13 - PROGRESS: at 20.99% examples, 725753 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:39,858 : INFO : EPOCH 13 - PROGRESS: at 21.32% examples, 726039 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:40,869 : INFO : EPOCH 13 - PROGRESS: at 21.66% examples, 725907 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:41,873 : INFO : EPOCH 13 - PROGRESS: at 21.99% examples, 726077 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:42,883 : INFO : EPOCH 13 - PROGRESS: at 22.34% examples, 726094 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:43,885 : INFO : EPOCH 13 - PROGRESS: at 22.69% examples, 726185 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:44,886 : INFO : EPOCH 13 - PROGRESS: at 23.07% examples, 726174 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:45,897 : INFO : EPOCH 13 - PROGRESS: at 23.42% examples, 726009 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:46,909 : INFO : EPOCH 13 - PROGRESS: at 23.77% examples, 726033 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:47,911 : INFO : EPOCH 13 - PROGRESS: at 24.10% examples, 726194 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:48,922 : INFO : EPOCH 13 - PROGRESS: at 24.44% examples, 726484 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:49,926 : INFO : EPOCH 13 - PROGRESS: at 24.81% examples, 726479 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:50,927 : INFO : EPOCH 13 - PROGRESS: at 25.16% examples, 726386 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:23:51,929 : INFO : EPOCH 13 - PROGRESS: at 25.53% examples, 726329 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:52,942 : INFO : EPOCH 13 - PROGRESS: at 25.88% examples, 726375 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:53,955 : INFO : EPOCH 13 - PROGRESS: at 26.23% examples, 726489 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:23:54,959 : INFO : EPOCH 13 - PROGRESS: at 26.60% examples, 726497 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:55,964 : INFO : EPOCH 13 - PROGRESS: at 26.93% examples, 726457 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:56,971 : INFO : EPOCH 13 - PROGRESS: at 27.28% examples, 726504 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:57,980 : INFO : EPOCH 13 - PROGRESS: at 27.64% examples, 726575 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:58,987 : INFO : EPOCH 13 - PROGRESS: at 28.02% examples, 726625 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:23:59,996 : INFO : EPOCH 13 - PROGRESS: at 28.37% examples, 726482 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:01,007 : INFO : EPOCH 13 - PROGRESS: at 28.71% examples, 726463 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:02,012 : INFO : EPOCH 13 - PROGRESS: at 29.06% examples, 726450 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:03,013 : INFO : EPOCH 13 - PROGRESS: at 29.43% examples, 726438 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:04,034 : INFO : EPOCH 13 - PROGRESS: at 29.78% examples, 726379 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:05,035 : INFO : EPOCH 13 - PROGRESS: at 30.16% examples, 726347 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:06,035 : INFO : EPOCH 13 - PROGRESS: at 30.53% examples, 726243 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:07,041 : INFO : EPOCH 13 - PROGRESS: at 30.89% examples, 726214 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:24:08,046 : INFO : EPOCH 13 - PROGRESS: at 31.24% examples, 726262 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:09,053 : INFO : EPOCH 13 - PROGRESS: at 31.58% examples, 726152 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:10,057 : INFO : EPOCH 13 - PROGRESS: at 31.91% examples, 726247 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:11,062 : INFO : EPOCH 13 - PROGRESS: at 32.28% examples, 726124 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:12,077 : INFO : EPOCH 13 - PROGRESS: at 32.66% examples, 726125 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:13,083 : INFO : EPOCH 13 - PROGRESS: at 33.02% examples, 726108 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:14,084 : INFO : EPOCH 13 - PROGRESS: at 33.37% examples, 726168 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:24:15,093 : INFO : EPOCH 13 - PROGRESS: at 33.72% examples, 726184 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:16,108 : INFO : EPOCH 13 - PROGRESS: at 34.07% examples, 726119 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:17,108 : INFO : EPOCH 13 - PROGRESS: at 34.42% examples, 726178 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:18,126 : INFO : EPOCH 13 - PROGRESS: at 34.79% examples, 726141 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:19,137 : INFO : EPOCH 13 - PROGRESS: at 35.16% examples, 726185 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:20,153 : INFO : EPOCH 13 - PROGRESS: at 35.53% examples, 726150 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:21,155 : INFO : EPOCH 13 - PROGRESS: at 35.88% examples, 726207 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:22,164 : INFO : EPOCH 13 - PROGRESS: at 36.25% examples, 726212 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:23,180 : INFO : EPOCH 13 - PROGRESS: at 36.56% examples, 726269 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:24,191 : INFO : EPOCH 13 - PROGRESS: at 36.93% examples, 725918 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:25,211 : INFO : EPOCH 13 - PROGRESS: at 37.26% examples, 725230 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:24:26,230 : INFO : EPOCH 13 - PROGRESS: at 37.59% examples, 724557 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:24:27,231 : INFO : EPOCH 13 - PROGRESS: at 37.89% examples, 724134 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:28,234 : INFO : EPOCH 13 - PROGRESS: at 38.18% examples, 723577 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:29,245 : INFO : EPOCH 13 - PROGRESS: at 38.50% examples, 722928 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:24:30,260 : INFO : EPOCH 13 - PROGRESS: at 38.81% examples, 722281 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:31,263 : INFO : EPOCH 13 - PROGRESS: at 39.14% examples, 721706 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:24:32,265 : INFO : EPOCH 13 - PROGRESS: at 39.50% examples, 721155 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:33,282 : INFO : EPOCH 13 - PROGRESS: at 39.82% examples, 720540 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:24:34,283 : INFO : EPOCH 13 - PROGRESS: at 40.15% examples, 719994 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:35,284 : INFO : EPOCH 13 - PROGRESS: at 40.44% examples, 719519 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:36,287 : INFO : EPOCH 13 - PROGRESS: at 40.77% examples, 718908 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:37,294 : INFO : EPOCH 13 - PROGRESS: at 41.09% examples, 718478 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:38,311 : INFO : EPOCH 13 - PROGRESS: at 41.42% examples, 717976 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:39,317 : INFO : EPOCH 13 - PROGRESS: at 41.75% examples, 717546 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:40,324 : INFO : EPOCH 13 - PROGRESS: at 42.09% examples, 717072 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:41,339 : INFO : EPOCH 13 - PROGRESS: at 42.41% examples, 716593 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:24:42,339 : INFO : EPOCH 13 - PROGRESS: at 42.74% examples, 716156 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:43,341 : INFO : EPOCH 13 - PROGRESS: at 43.08% examples, 715705 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:44,353 : INFO : EPOCH 13 - PROGRESS: at 43.39% examples, 715263 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:45,367 : INFO : EPOCH 13 - PROGRESS: at 43.70% examples, 714836 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:46,369 : INFO : EPOCH 13 - PROGRESS: at 44.03% examples, 714351 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:47,369 : INFO : EPOCH 13 - PROGRESS: at 44.37% examples, 713901 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:48,381 : INFO : EPOCH 13 - PROGRESS: at 44.68% examples, 713464 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:49,386 : INFO : EPOCH 13 - PROGRESS: at 45.00% examples, 713055 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:50,394 : INFO : EPOCH 13 - PROGRESS: at 45.30% examples, 712562 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:51,402 : INFO : EPOCH 13 - PROGRESS: at 45.62% examples, 712221 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:52,407 : INFO : EPOCH 13 - PROGRESS: at 45.96% examples, 711905 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:53,418 : INFO : EPOCH 13 - PROGRESS: at 46.29% examples, 711568 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:54,419 : INFO : EPOCH 13 - PROGRESS: at 46.61% examples, 711125 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:55,432 : INFO : EPOCH 13 - PROGRESS: at 46.96% examples, 710681 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:56,436 : INFO : EPOCH 13 - PROGRESS: at 47.27% examples, 710423 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:57,440 : INFO : EPOCH 13 - PROGRESS: at 47.60% examples, 709984 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:58,441 : INFO : EPOCH 13 - PROGRESS: at 47.90% examples, 709698 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:24:59,460 : INFO : EPOCH 13 - PROGRESS: at 48.23% examples, 709025 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:00,471 : INFO : EPOCH 13 - PROGRESS: at 48.53% examples, 708605 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:01,478 : INFO : EPOCH 13 - PROGRESS: at 48.84% examples, 707940 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:25:02,498 : INFO : EPOCH 13 - PROGRESS: at 49.16% examples, 707269 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:25:03,499 : INFO : EPOCH 13 - PROGRESS: at 49.45% examples, 706505 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:04,505 : INFO : EPOCH 13 - PROGRESS: at 49.73% examples, 705586 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:05,507 : INFO : EPOCH 13 - PROGRESS: at 50.04% examples, 705539 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:06,509 : INFO : EPOCH 13 - PROGRESS: at 50.39% examples, 705775 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:07,541 : INFO : EPOCH 13 - PROGRESS: at 50.75% examples, 705854 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:25:08,548 : INFO : EPOCH 13 - PROGRESS: at 51.09% examples, 706097 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:09,556 : INFO : EPOCH 13 - PROGRESS: at 51.45% examples, 706154 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:10,559 : INFO : EPOCH 13 - PROGRESS: at 51.79% examples, 706377 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:11,584 : INFO : EPOCH 13 - PROGRESS: at 52.14% examples, 706495 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:12,596 : INFO : EPOCH 13 - PROGRESS: at 52.50% examples, 706633 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:25:13,599 : INFO : EPOCH 13 - PROGRESS: at 52.86% examples, 706745 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:14,611 : INFO : EPOCH 13 - PROGRESS: at 53.21% examples, 706864 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:15,620 : INFO : EPOCH 13 - PROGRESS: at 53.56% examples, 706973 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:16,630 : INFO : EPOCH 13 - PROGRESS: at 53.91% examples, 707058 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:17,633 : INFO : EPOCH 13 - PROGRESS: at 54.27% examples, 707234 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:18,643 : INFO : EPOCH 13 - PROGRESS: at 54.65% examples, 707353 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:19,651 : INFO : EPOCH 13 - PROGRESS: at 54.98% examples, 707537 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:20,652 : INFO : EPOCH 13 - PROGRESS: at 55.32% examples, 707664 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:21,662 : INFO : EPOCH 13 - PROGRESS: at 55.68% examples, 707736 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:22,663 : INFO : EPOCH 13 - PROGRESS: at 56.01% examples, 707886 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:23,673 : INFO : EPOCH 13 - PROGRESS: at 56.34% examples, 707982 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:24,683 : INFO : EPOCH 13 - PROGRESS: at 56.69% examples, 708162 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:25,683 : INFO : EPOCH 13 - PROGRESS: at 57.06% examples, 708245 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:26,685 : INFO : EPOCH 13 - PROGRESS: at 57.43% examples, 708259 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:27,686 : INFO : EPOCH 13 - PROGRESS: at 57.77% examples, 708364 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:28,696 : INFO : EPOCH 13 - PROGRESS: at 58.18% examples, 708381 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:25:29,697 : INFO : EPOCH 13 - PROGRESS: at 58.55% examples, 708501 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:30,709 : INFO : EPOCH 13 - PROGRESS: at 58.91% examples, 708591 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:31,718 : INFO : EPOCH 13 - PROGRESS: at 59.28% examples, 708698 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:32,721 : INFO : EPOCH 13 - PROGRESS: at 59.63% examples, 708780 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:33,730 : INFO : EPOCH 13 - PROGRESS: at 59.99% examples, 708823 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:34,731 : INFO : EPOCH 13 - PROGRESS: at 60.34% examples, 708913 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:35,733 : INFO : EPOCH 13 - PROGRESS: at 60.70% examples, 708971 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:36,744 : INFO : EPOCH 13 - PROGRESS: at 61.05% examples, 709042 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:37,745 : INFO : EPOCH 13 - PROGRESS: at 61.42% examples, 709120 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:38,752 : INFO : EPOCH 13 - PROGRESS: at 61.75% examples, 709246 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:39,772 : INFO : EPOCH 13 - PROGRESS: at 62.09% examples, 709357 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:40,781 : INFO : EPOCH 13 - PROGRESS: at 62.44% examples, 709514 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:41,782 : INFO : EPOCH 13 - PROGRESS: at 62.78% examples, 709648 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:42,783 : INFO : EPOCH 13 - PROGRESS: at 63.14% examples, 709776 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:43,787 : INFO : EPOCH 13 - PROGRESS: at 63.51% examples, 709804 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:44,793 : INFO : EPOCH 13 - PROGRESS: at 63.84% examples, 709902 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:45,809 : INFO : EPOCH 13 - PROGRESS: at 64.17% examples, 709971 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:46,819 : INFO : EPOCH 13 - PROGRESS: at 64.55% examples, 710057 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:47,822 : INFO : EPOCH 13 - PROGRESS: at 64.91% examples, 710151 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:48,822 : INFO : EPOCH 13 - PROGRESS: at 65.26% examples, 710212 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:49,832 : INFO : EPOCH 13 - PROGRESS: at 65.63% examples, 710215 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:50,836 : INFO : EPOCH 13 - PROGRESS: at 66.00% examples, 710274 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:25:51,850 : INFO : EPOCH 13 - PROGRESS: at 66.33% examples, 710420 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:52,852 : INFO : EPOCH 13 - PROGRESS: at 66.70% examples, 710545 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:25:53,857 : INFO : EPOCH 13 - PROGRESS: at 67.04% examples, 710658 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:54,863 : INFO : EPOCH 13 - PROGRESS: at 67.40% examples, 710704 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:55,877 : INFO : EPOCH 13 - PROGRESS: at 67.77% examples, 710800 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:56,878 : INFO : EPOCH 13 - PROGRESS: at 68.14% examples, 710842 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:57,885 : INFO : EPOCH 13 - PROGRESS: at 68.52% examples, 710913 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:58,900 : INFO : EPOCH 13 - PROGRESS: at 68.87% examples, 710955 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:25:59,905 : INFO : EPOCH 13 - PROGRESS: at 69.24% examples, 711029 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:00,911 : INFO : EPOCH 13 - PROGRESS: at 69.57% examples, 711142 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:01,916 : INFO : EPOCH 13 - PROGRESS: at 69.92% examples, 711197 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:02,924 : INFO : EPOCH 13 - PROGRESS: at 70.29% examples, 711217 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:03,925 : INFO : EPOCH 13 - PROGRESS: at 70.63% examples, 711303 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:26:04,936 : INFO : EPOCH 13 - PROGRESS: at 70.98% examples, 711373 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:05,943 : INFO : EPOCH 13 - PROGRESS: at 71.33% examples, 711466 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:06,948 : INFO : EPOCH 13 - PROGRESS: at 71.70% examples, 711472 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:07,953 : INFO : EPOCH 13 - PROGRESS: at 72.06% examples, 711558 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:08,962 : INFO : EPOCH 13 - PROGRESS: at 72.40% examples, 711615 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:09,964 : INFO : EPOCH 13 - PROGRESS: at 72.73% examples, 711727 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:10,967 : INFO : EPOCH 13 - PROGRESS: at 73.08% examples, 711801 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:11,968 : INFO : EPOCH 13 - PROGRESS: at 73.42% examples, 711849 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:12,980 : INFO : EPOCH 13 - PROGRESS: at 73.77% examples, 711929 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:26:13,985 : INFO : EPOCH 13 - PROGRESS: at 74.12% examples, 712032 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:14,994 : INFO : EPOCH 13 - PROGRESS: at 74.46% examples, 712099 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:16,005 : INFO : EPOCH 13 - PROGRESS: at 74.83% examples, 712136 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:17,020 : INFO : EPOCH 13 - PROGRESS: at 75.15% examples, 712213 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:18,030 : INFO : EPOCH 13 - PROGRESS: at 75.51% examples, 712287 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:19,040 : INFO : EPOCH 13 - PROGRESS: at 75.87% examples, 712335 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:20,053 : INFO : EPOCH 13 - PROGRESS: at 76.23% examples, 712352 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:21,061 : INFO : EPOCH 13 - PROGRESS: at 76.59% examples, 712488 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:22,069 : INFO : EPOCH 13 - PROGRESS: at 76.92% examples, 712527 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:23,077 : INFO : EPOCH 13 - PROGRESS: at 77.25% examples, 712619 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:24,093 : INFO : EPOCH 13 - PROGRESS: at 77.62% examples, 712661 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:25,105 : INFO : EPOCH 13 - PROGRESS: at 77.99% examples, 712722 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:26,107 : INFO : EPOCH 13 - PROGRESS: at 78.32% examples, 712756 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:27,119 : INFO : EPOCH 13 - PROGRESS: at 78.69% examples, 712805 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:28,128 : INFO : EPOCH 13 - PROGRESS: at 79.04% examples, 712880 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:29,138 : INFO : EPOCH 13 - PROGRESS: at 79.41% examples, 712935 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:30,146 : INFO : EPOCH 13 - PROGRESS: at 79.75% examples, 712998 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:31,150 : INFO : EPOCH 13 - PROGRESS: at 80.12% examples, 713054 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:32,155 : INFO : EPOCH 13 - PROGRESS: at 80.43% examples, 713127 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:33,167 : INFO : EPOCH 13 - PROGRESS: at 80.77% examples, 713193 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:34,171 : INFO : EPOCH 13 - PROGRESS: at 81.13% examples, 713252 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:35,172 : INFO : EPOCH 13 - PROGRESS: at 81.47% examples, 713341 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:36,178 : INFO : EPOCH 13 - PROGRESS: at 81.83% examples, 713395 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:37,184 : INFO : EPOCH 13 - PROGRESS: at 82.20% examples, 713415 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:38,202 : INFO : EPOCH 13 - PROGRESS: at 82.57% examples, 713450 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:39,203 : INFO : EPOCH 13 - PROGRESS: at 82.93% examples, 713510 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:40,213 : INFO : EPOCH 13 - PROGRESS: at 83.29% examples, 713532 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:26:41,217 : INFO : EPOCH 13 - PROGRESS: at 83.65% examples, 713593 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:42,221 : INFO : EPOCH 13 - PROGRESS: at 83.99% examples, 713645 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:26:43,234 : INFO : EPOCH 13 - PROGRESS: at 84.34% examples, 713656 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:44,236 : INFO : EPOCH 13 - PROGRESS: at 84.71% examples, 713702 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:26:45,241 : INFO : EPOCH 13 - PROGRESS: at 85.08% examples, 713734 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:46,249 : INFO : EPOCH 13 - PROGRESS: at 85.43% examples, 713763 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:47,252 : INFO : EPOCH 13 - PROGRESS: at 85.78% examples, 713840 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:48,255 : INFO : EPOCH 13 - PROGRESS: at 86.11% examples, 713869 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:49,258 : INFO : EPOCH 13 - PROGRESS: at 86.46% examples, 713921 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:50,270 : INFO : EPOCH 13 - PROGRESS: at 86.83% examples, 713958 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:51,272 : INFO : EPOCH 13 - PROGRESS: at 87.17% examples, 713992 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:52,281 : INFO : EPOCH 13 - PROGRESS: at 87.52% examples, 714062 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:53,282 : INFO : EPOCH 13 - PROGRESS: at 87.88% examples, 714115 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:54,284 : INFO : EPOCH 13 - PROGRESS: at 88.21% examples, 714129 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:55,286 : INFO : EPOCH 13 - PROGRESS: at 88.54% examples, 714230 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:56,294 : INFO : EPOCH 13 - PROGRESS: at 88.89% examples, 714264 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:57,319 : INFO : EPOCH 13 - PROGRESS: at 89.23% examples, 714297 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:58,320 : INFO : EPOCH 13 - PROGRESS: at 89.61% examples, 714368 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:26:59,321 : INFO : EPOCH 13 - PROGRESS: at 89.93% examples, 714414 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:27:00,328 : INFO : EPOCH 13 - PROGRESS: at 90.26% examples, 714458 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:01,330 : INFO : EPOCH 13 - PROGRESS: at 90.62% examples, 714528 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:02,346 : INFO : EPOCH 13 - PROGRESS: at 90.95% examples, 714591 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:03,348 : INFO : EPOCH 13 - PROGRESS: at 91.29% examples, 714683 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:04,363 : INFO : EPOCH 13 - PROGRESS: at 91.66% examples, 714673 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:05,374 : INFO : EPOCH 13 - PROGRESS: at 91.98% examples, 714740 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:06,402 : INFO : EPOCH 13 - PROGRESS: at 92.36% examples, 714793 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:07,421 : INFO : EPOCH 13 - PROGRESS: at 92.71% examples, 714838 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:08,426 : INFO : EPOCH 13 - PROGRESS: at 93.06% examples, 714866 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:09,426 : INFO : EPOCH 13 - PROGRESS: at 93.39% examples, 714962 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:10,429 : INFO : EPOCH 13 - PROGRESS: at 93.75% examples, 715013 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:11,433 : INFO : EPOCH 13 - PROGRESS: at 94.09% examples, 715038 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:12,451 : INFO : EPOCH 13 - PROGRESS: at 94.45% examples, 715063 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:13,455 : INFO : EPOCH 13 - PROGRESS: at 94.79% examples, 715115 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:14,464 : INFO : EPOCH 13 - PROGRESS: at 95.13% examples, 715169 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:27:15,481 : INFO : EPOCH 13 - PROGRESS: at 95.50% examples, 715207 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:27:16,487 : INFO : EPOCH 13 - PROGRESS: at 95.86% examples, 715254 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:17,491 : INFO : EPOCH 13 - PROGRESS: at 96.19% examples, 715264 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:18,503 : INFO : EPOCH 13 - PROGRESS: at 96.59% examples, 715306 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:19,507 : INFO : EPOCH 13 - PROGRESS: at 96.95% examples, 715356 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:20,523 : INFO : EPOCH 13 - PROGRESS: at 97.28% examples, 715379 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:21,524 : INFO : EPOCH 13 - PROGRESS: at 97.64% examples, 715425 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:22,531 : INFO : EPOCH 13 - PROGRESS: at 98.00% examples, 715452 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:23,539 : INFO : EPOCH 13 - PROGRESS: at 98.39% examples, 715461 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:24,557 : INFO : EPOCH 13 - PROGRESS: at 98.74% examples, 715498 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:25,558 : INFO : EPOCH 13 - PROGRESS: at 99.09% examples, 715552 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:26,561 : INFO : EPOCH 13 - PROGRESS: at 99.48% examples, 715529 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:27,583 : INFO : EPOCH 13 - PROGRESS: at 99.84% examples, 715530 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:27,997 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 17:27:28,005 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 17:27:28,009 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 17:27:28,025 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 17:27:28,026 : INFO : EPOCH - 13 : training on 266822167 raw words (207274082 effective words) took 289.7s, 715568 effective words/s
2020-07-24 17:27:29,029 : INFO : EPOCH 14 - PROGRESS: at 0.29% examples, 647762 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:30,038 : INFO : EPOCH 14 - PROGRESS: at 0.61% examples, 659699 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:31,047 : INFO : EPOCH 14 - PROGRESS: at 0.92% examples, 661848 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:32,058 : INFO : EPOCH 14 - PROGRESS: at 1.26% examples, 659986 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:33,063 : INFO : EPOCH 14 - PROGRESS: at 1.56% examples, 658444 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:34,066 : INFO : EPOCH 14 - PROGRESS: at 1.88% examples, 658166 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:35,081 : INFO : EPOCH 14 - PROGRESS: at 2.20% examples, 657312 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:27:36,091 : INFO : EPOCH 14 - PROGRESS: at 2.51% examples, 657575 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:37,095 : INFO : EPOCH 14 - PROGRESS: at 2.81% examples, 657689 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:38,095 : INFO : EPOCH 14 - PROGRESS: at 3.10% examples, 659153 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:27:39,109 : INFO : EPOCH 14 - PROGRESS: at 3.42% examples, 657544 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:40,109 : INFO : EPOCH 14 - PROGRESS: at 3.71% examples, 655840 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:27:41,117 : INFO : EPOCH 14 - PROGRESS: at 4.00% examples, 653651 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:42,137 : INFO : EPOCH 14 - PROGRESS: at 4.31% examples, 651502 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:43,180 : INFO : EPOCH 14 - PROGRESS: at 4.60% examples, 648634 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:44,183 : INFO : EPOCH 14 - PROGRESS: at 4.90% examples, 645036 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:45,188 : INFO : EPOCH 14 - PROGRESS: at 5.22% examples, 645778 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:46,192 : INFO : EPOCH 14 - PROGRESS: at 5.55% examples, 651155 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:47,198 : INFO : EPOCH 14 - PROGRESS: at 5.90% examples, 654641 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:48,207 : INFO : EPOCH 14 - PROGRESS: at 6.26% examples, 658370 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:27:49,212 : INFO : EPOCH 14 - PROGRESS: at 6.62% examples, 661410 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:50,220 : INFO : EPOCH 14 - PROGRESS: at 6.95% examples, 664174 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:51,243 : INFO : EPOCH 14 - PROGRESS: at 7.29% examples, 666972 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:52,249 : INFO : EPOCH 14 - PROGRESS: at 7.60% examples, 669486 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:53,264 : INFO : EPOCH 14 - PROGRESS: at 7.94% examples, 671618 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:54,267 : INFO : EPOCH 14 - PROGRESS: at 8.29% examples, 673623 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:55,282 : INFO : EPOCH 14 - PROGRESS: at 8.64% examples, 675341 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:56,291 : INFO : EPOCH 14 - PROGRESS: at 9.01% examples, 676521 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:57,303 : INFO : EPOCH 14 - PROGRESS: at 9.35% examples, 679043 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:58,316 : INFO : EPOCH 14 - PROGRESS: at 9.69% examples, 680405 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:27:59,317 : INFO : EPOCH 14 - PROGRESS: at 10.04% examples, 681848 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:28:00,327 : INFO : EPOCH 14 - PROGRESS: at 10.37% examples, 683257 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:01,344 : INFO : EPOCH 14 - PROGRESS: at 10.70% examples, 684402 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:02,353 : INFO : EPOCH 14 - PROGRESS: at 11.05% examples, 685645 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:03,362 : INFO : EPOCH 14 - PROGRESS: at 11.40% examples, 686695 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:04,385 : INFO : EPOCH 14 - PROGRESS: at 11.76% examples, 687607 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:28:05,399 : INFO : EPOCH 14 - PROGRESS: at 12.10% examples, 688691 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:06,415 : INFO : EPOCH 14 - PROGRESS: at 12.47% examples, 689595 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:07,418 : INFO : EPOCH 14 - PROGRESS: at 12.83% examples, 690603 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:08,431 : INFO : EPOCH 14 - PROGRESS: at 13.19% examples, 691121 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:09,443 : INFO : EPOCH 14 - PROGRESS: at 13.55% examples, 692010 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:10,462 : INFO : EPOCH 14 - PROGRESS: at 13.91% examples, 692831 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:11,468 : INFO : EPOCH 14 - PROGRESS: at 14.27% examples, 693783 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:12,481 : INFO : EPOCH 14 - PROGRESS: at 14.62% examples, 694383 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:13,484 : INFO : EPOCH 14 - PROGRESS: at 14.98% examples, 695020 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:14,487 : INFO : EPOCH 14 - PROGRESS: at 15.32% examples, 695627 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:15,498 : INFO : EPOCH 14 - PROGRESS: at 15.67% examples, 696016 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:16,501 : INFO : EPOCH 14 - PROGRESS: at 16.01% examples, 696565 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:17,516 : INFO : EPOCH 14 - PROGRESS: at 16.35% examples, 697084 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:28:18,536 : INFO : EPOCH 14 - PROGRESS: at 16.74% examples, 697461 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:19,546 : INFO : EPOCH 14 - PROGRESS: at 17.10% examples, 697920 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:20,548 : INFO : EPOCH 14 - PROGRESS: at 17.45% examples, 698424 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:21,563 : INFO : EPOCH 14 - PROGRESS: at 17.80% examples, 698766 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:22,563 : INFO : EPOCH 14 - PROGRESS: at 18.13% examples, 699439 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:23,564 : INFO : EPOCH 14 - PROGRESS: at 18.49% examples, 699825 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:24,567 : INFO : EPOCH 14 - PROGRESS: at 18.83% examples, 700079 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:25,575 : INFO : EPOCH 14 - PROGRESS: at 19.20% examples, 700427 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:26,586 : INFO : EPOCH 14 - PROGRESS: at 19.59% examples, 700670 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:27,590 : INFO : EPOCH 14 - PROGRESS: at 19.92% examples, 700995 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:28,593 : INFO : EPOCH 14 - PROGRESS: at 20.28% examples, 701509 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:29,601 : INFO : EPOCH 14 - PROGRESS: at 20.64% examples, 701558 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:28:30,602 : INFO : EPOCH 14 - PROGRESS: at 21.00% examples, 701864 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:31,610 : INFO : EPOCH 14 - PROGRESS: at 21.32% examples, 702326 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:32,621 : INFO : EPOCH 14 - PROGRESS: at 21.66% examples, 702655 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:33,622 : INFO : EPOCH 14 - PROGRESS: at 21.99% examples, 703134 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:34,623 : INFO : EPOCH 14 - PROGRESS: at 22.35% examples, 703604 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:35,633 : INFO : EPOCH 14 - PROGRESS: at 22.70% examples, 703936 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:28:36,635 : INFO : EPOCH 14 - PROGRESS: at 23.07% examples, 704238 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:37,643 : INFO : EPOCH 14 - PROGRESS: at 23.42% examples, 704333 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:38,644 : INFO : EPOCH 14 - PROGRESS: at 23.77% examples, 704818 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:39,648 : INFO : EPOCH 14 - PROGRESS: at 24.10% examples, 705192 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:40,659 : INFO : EPOCH 14 - PROGRESS: at 24.44% examples, 705778 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:41,662 : INFO : EPOCH 14 - PROGRESS: at 24.81% examples, 705969 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:42,665 : INFO : EPOCH 14 - PROGRESS: at 25.16% examples, 706244 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:28:43,672 : INFO : EPOCH 14 - PROGRESS: at 25.53% examples, 706418 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:44,679 : INFO : EPOCH 14 - PROGRESS: at 25.87% examples, 706681 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:45,688 : INFO : EPOCH 14 - PROGRESS: at 26.22% examples, 707084 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:46,690 : INFO : EPOCH 14 - PROGRESS: at 26.59% examples, 707272 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:47,693 : INFO : EPOCH 14 - PROGRESS: at 26.93% examples, 707458 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:48,711 : INFO : EPOCH 14 - PROGRESS: at 27.27% examples, 707701 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:49,724 : INFO : EPOCH 14 - PROGRESS: at 27.64% examples, 708027 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:50,735 : INFO : EPOCH 14 - PROGRESS: at 28.01% examples, 708094 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:51,743 : INFO : EPOCH 14 - PROGRESS: at 28.36% examples, 708349 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:52,746 : INFO : EPOCH 14 - PROGRESS: at 28.70% examples, 708406 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:53,757 : INFO : EPOCH 14 - PROGRESS: at 29.05% examples, 708580 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:28:54,757 : INFO : EPOCH 14 - PROGRESS: at 29.42% examples, 708837 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:28:55,775 : INFO : EPOCH 14 - PROGRESS: at 29.77% examples, 708832 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:56,781 : INFO : EPOCH 14 - PROGRESS: at 30.15% examples, 709084 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:57,782 : INFO : EPOCH 14 - PROGRESS: at 30.52% examples, 709290 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:58,796 : INFO : EPOCH 14 - PROGRESS: at 30.88% examples, 709424 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:28:59,807 : INFO : EPOCH 14 - PROGRESS: at 31.23% examples, 709663 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:00,811 : INFO : EPOCH 14 - PROGRESS: at 31.57% examples, 709681 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:01,820 : INFO : EPOCH 14 - PROGRESS: at 31.90% examples, 709866 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:02,829 : INFO : EPOCH 14 - PROGRESS: at 32.28% examples, 709960 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:03,836 : INFO : EPOCH 14 - PROGRESS: at 32.65% examples, 710037 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:04,857 : INFO : EPOCH 14 - PROGRESS: at 33.02% examples, 710209 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:05,861 : INFO : EPOCH 14 - PROGRESS: at 33.37% examples, 710413 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:06,871 : INFO : EPOCH 14 - PROGRESS: at 33.72% examples, 710654 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:29:07,893 : INFO : EPOCH 14 - PROGRESS: at 34.07% examples, 710691 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:08,898 : INFO : EPOCH 14 - PROGRESS: at 34.42% examples, 710937 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:09,912 : INFO : EPOCH 14 - PROGRESS: at 34.79% examples, 710977 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:10,925 : INFO : EPOCH 14 - PROGRESS: at 35.15% examples, 710991 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:11,927 : INFO : EPOCH 14 - PROGRESS: at 35.51% examples, 711060 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:12,933 : INFO : EPOCH 14 - PROGRESS: at 35.86% examples, 711220 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:13,939 : INFO : EPOCH 14 - PROGRESS: at 36.22% examples, 711332 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:14,944 : INFO : EPOCH 14 - PROGRESS: at 36.54% examples, 711477 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:15,947 : INFO : EPOCH 14 - PROGRESS: at 36.92% examples, 711636 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:29:16,956 : INFO : EPOCH 14 - PROGRESS: at 37.28% examples, 711691 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:17,977 : INFO : EPOCH 14 - PROGRESS: at 37.64% examples, 711750 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:18,982 : INFO : EPOCH 14 - PROGRESS: at 37.95% examples, 711977 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:19,996 : INFO : EPOCH 14 - PROGRESS: at 38.30% examples, 712069 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:29:21,004 : INFO : EPOCH 14 - PROGRESS: at 38.65% examples, 712170 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:22,006 : INFO : EPOCH 14 - PROGRESS: at 38.99% examples, 712299 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:23,019 : INFO : EPOCH 14 - PROGRESS: at 39.37% examples, 712279 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:24,029 : INFO : EPOCH 14 - PROGRESS: at 39.74% examples, 712308 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:25,035 : INFO : EPOCH 14 - PROGRESS: at 40.09% examples, 712409 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:26,050 : INFO : EPOCH 14 - PROGRESS: at 40.43% examples, 712566 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:27,053 : INFO : EPOCH 14 - PROGRESS: at 40.80% examples, 712701 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:28,072 : INFO : EPOCH 14 - PROGRESS: at 41.15% examples, 712682 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:29,078 : INFO : EPOCH 14 - PROGRESS: at 41.50% examples, 712833 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:30,081 : INFO : EPOCH 14 - PROGRESS: at 41.88% examples, 712981 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:31,084 : INFO : EPOCH 14 - PROGRESS: at 42.23% examples, 712964 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:32,091 : INFO : EPOCH 14 - PROGRESS: at 42.58% examples, 713083 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:33,092 : INFO : EPOCH 14 - PROGRESS: at 42.94% examples, 713170 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:34,108 : INFO : EPOCH 14 - PROGRESS: at 43.29% examples, 713255 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:35,116 : INFO : EPOCH 14 - PROGRESS: at 43.65% examples, 713356 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:36,126 : INFO : EPOCH 14 - PROGRESS: at 44.01% examples, 713474 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:37,128 : INFO : EPOCH 14 - PROGRESS: at 44.37% examples, 713459 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:38,151 : INFO : EPOCH 14 - PROGRESS: at 44.73% examples, 713511 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:39,159 : INFO : EPOCH 14 - PROGRESS: at 45.08% examples, 713592 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:40,181 : INFO : EPOCH 14 - PROGRESS: at 45.42% examples, 713685 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:41,182 : INFO : EPOCH 14 - PROGRESS: at 45.78% examples, 713856 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:42,191 : INFO : EPOCH 14 - PROGRESS: at 46.13% examples, 713869 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:43,213 : INFO : EPOCH 14 - PROGRESS: at 46.49% examples, 713863 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:29:44,221 : INFO : EPOCH 14 - PROGRESS: at 46.86% examples, 713948 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:45,224 : INFO : EPOCH 14 - PROGRESS: at 47.21% examples, 714000 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:46,226 : INFO : EPOCH 14 - PROGRESS: at 47.57% examples, 714110 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:47,236 : INFO : EPOCH 14 - PROGRESS: at 47.90% examples, 714162 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:48,241 : INFO : EPOCH 14 - PROGRESS: at 48.28% examples, 714169 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:49,248 : INFO : EPOCH 14 - PROGRESS: at 48.60% examples, 714300 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:50,254 : INFO : EPOCH 14 - PROGRESS: at 48.99% examples, 714322 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:51,255 : INFO : EPOCH 14 - PROGRESS: at 49.35% examples, 714385 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:52,269 : INFO : EPOCH 14 - PROGRESS: at 49.69% examples, 714469 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:53,270 : INFO : EPOCH 14 - PROGRESS: at 50.03% examples, 714555 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:54,277 : INFO : EPOCH 14 - PROGRESS: at 50.38% examples, 714730 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:29:55,287 : INFO : EPOCH 14 - PROGRESS: at 50.73% examples, 714830 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:56,292 : INFO : EPOCH 14 - PROGRESS: at 51.07% examples, 714934 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:57,293 : INFO : EPOCH 14 - PROGRESS: at 51.43% examples, 714983 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:58,305 : INFO : EPOCH 14 - PROGRESS: at 51.77% examples, 715099 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:29:59,313 : INFO : EPOCH 14 - PROGRESS: at 52.11% examples, 715158 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:00,330 : INFO : EPOCH 14 - PROGRESS: at 52.47% examples, 715225 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:30:01,338 : INFO : EPOCH 14 - PROGRESS: at 52.83% examples, 715253 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:02,349 : INFO : EPOCH 14 - PROGRESS: at 53.18% examples, 715298 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:03,354 : INFO : EPOCH 14 - PROGRESS: at 53.54% examples, 715289 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:04,357 : INFO : EPOCH 14 - PROGRESS: at 53.87% examples, 715333 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:05,366 : INFO : EPOCH 14 - PROGRESS: at 54.23% examples, 715358 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:06,375 : INFO : EPOCH 14 - PROGRESS: at 54.60% examples, 715429 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:07,378 : INFO : EPOCH 14 - PROGRESS: at 54.94% examples, 715494 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:08,380 : INFO : EPOCH 14 - PROGRESS: at 55.26% examples, 715613 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:09,389 : INFO : EPOCH 14 - PROGRESS: at 55.63% examples, 715643 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:10,399 : INFO : EPOCH 14 - PROGRESS: at 55.96% examples, 715741 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:11,417 : INFO : EPOCH 14 - PROGRESS: at 56.30% examples, 715778 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:12,431 : INFO : EPOCH 14 - PROGRESS: at 56.65% examples, 715839 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:13,441 : INFO : EPOCH 14 - PROGRESS: at 57.00% examples, 715821 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:30:14,446 : INFO : EPOCH 14 - PROGRESS: at 57.39% examples, 715882 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:15,455 : INFO : EPOCH 14 - PROGRESS: at 57.73% examples, 715839 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:16,458 : INFO : EPOCH 14 - PROGRESS: at 58.12% examples, 715827 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:17,466 : INFO : EPOCH 14 - PROGRESS: at 58.50% examples, 715898 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:18,491 : INFO : EPOCH 14 - PROGRESS: at 58.87% examples, 715922 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:19,511 : INFO : EPOCH 14 - PROGRESS: at 59.23% examples, 715784 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:20,516 : INFO : EPOCH 14 - PROGRESS: at 59.56% examples, 715679 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:30:21,517 : INFO : EPOCH 14 - PROGRESS: at 59.91% examples, 715541 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:22,524 : INFO : EPOCH 14 - PROGRESS: at 60.25% examples, 715283 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:23,542 : INFO : EPOCH 14 - PROGRESS: at 60.55% examples, 714693 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:24,544 : INFO : EPOCH 14 - PROGRESS: at 60.83% examples, 714107 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:25,555 : INFO : EPOCH 14 - PROGRESS: at 61.19% examples, 714010 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:26,564 : INFO : EPOCH 14 - PROGRESS: at 61.55% examples, 714109 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:27,566 : INFO : EPOCH 14 - PROGRESS: at 61.90% examples, 714262 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:28,572 : INFO : EPOCH 14 - PROGRESS: at 62.22% examples, 714305 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:29,572 : INFO : EPOCH 14 - PROGRESS: at 62.57% examples, 714358 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:30,578 : INFO : EPOCH 14 - PROGRESS: at 62.91% examples, 714396 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:31,586 : INFO : EPOCH 14 - PROGRESS: at 63.27% examples, 714431 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:32,594 : INFO : EPOCH 14 - PROGRESS: at 63.64% examples, 714505 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:30:33,605 : INFO : EPOCH 14 - PROGRESS: at 63.97% examples, 714606 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:34,613 : INFO : EPOCH 14 - PROGRESS: at 64.31% examples, 714743 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:35,614 : INFO : EPOCH 14 - PROGRESS: at 64.67% examples, 714812 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:36,616 : INFO : EPOCH 14 - PROGRESS: at 65.04% examples, 714885 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:37,622 : INFO : EPOCH 14 - PROGRESS: at 65.40% examples, 714892 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:38,628 : INFO : EPOCH 14 - PROGRESS: at 65.78% examples, 714902 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:39,634 : INFO : EPOCH 14 - PROGRESS: at 66.11% examples, 715041 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:40,651 : INFO : EPOCH 14 - PROGRESS: at 66.45% examples, 715068 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:41,654 : INFO : EPOCH 14 - PROGRESS: at 66.82% examples, 715142 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:42,654 : INFO : EPOCH 14 - PROGRESS: at 67.18% examples, 715173 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:43,658 : INFO : EPOCH 14 - PROGRESS: at 67.54% examples, 715212 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:44,660 : INFO : EPOCH 14 - PROGRESS: at 67.90% examples, 715293 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:45,676 : INFO : EPOCH 14 - PROGRESS: at 68.27% examples, 715236 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:46,689 : INFO : EPOCH 14 - PROGRESS: at 68.63% examples, 715280 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:47,704 : INFO : EPOCH 14 - PROGRESS: at 69.01% examples, 715344 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:48,715 : INFO : EPOCH 14 - PROGRESS: at 69.36% examples, 715427 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:49,724 : INFO : EPOCH 14 - PROGRESS: at 69.71% examples, 715473 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:50,728 : INFO : EPOCH 14 - PROGRESS: at 70.06% examples, 715563 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:51,730 : INFO : EPOCH 14 - PROGRESS: at 70.43% examples, 715568 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:52,738 : INFO : EPOCH 14 - PROGRESS: at 70.77% examples, 715642 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:53,739 : INFO : EPOCH 14 - PROGRESS: at 71.12% examples, 715725 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:54,740 : INFO : EPOCH 14 - PROGRESS: at 71.47% examples, 715730 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:55,741 : INFO : EPOCH 14 - PROGRESS: at 71.83% examples, 715739 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:56,744 : INFO : EPOCH 14 - PROGRESS: at 72.17% examples, 715793 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:30:57,756 : INFO : EPOCH 14 - PROGRESS: at 72.52% examples, 715851 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:58,764 : INFO : EPOCH 14 - PROGRESS: at 72.87% examples, 715893 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:30:59,764 : INFO : EPOCH 14 - PROGRESS: at 73.21% examples, 715980 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:00,768 : INFO : EPOCH 14 - PROGRESS: at 73.55% examples, 715994 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:01,775 : INFO : EPOCH 14 - PROGRESS: at 73.89% examples, 716020 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:02,781 : INFO : EPOCH 14 - PROGRESS: at 74.24% examples, 716054 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:03,786 : INFO : EPOCH 14 - PROGRESS: at 74.59% examples, 716093 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:04,787 : INFO : EPOCH 14 - PROGRESS: at 74.92% examples, 716088 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:05,794 : INFO : EPOCH 14 - PROGRESS: at 75.26% examples, 716180 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:06,800 : INFO : EPOCH 14 - PROGRESS: at 75.62% examples, 716225 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:07,820 : INFO : EPOCH 14 - PROGRESS: at 75.99% examples, 716228 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:08,827 : INFO : EPOCH 14 - PROGRESS: at 76.33% examples, 716297 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:09,830 : INFO : EPOCH 14 - PROGRESS: at 76.68% examples, 716344 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:10,835 : INFO : EPOCH 14 - PROGRESS: at 77.03% examples, 716412 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:11,836 : INFO : EPOCH 14 - PROGRESS: at 77.36% examples, 716498 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:12,840 : INFO : EPOCH 14 - PROGRESS: at 77.72% examples, 716498 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:31:13,854 : INFO : EPOCH 14 - PROGRESS: at 78.08% examples, 716536 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:14,861 : INFO : EPOCH 14 - PROGRESS: at 78.44% examples, 716527 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:15,866 : INFO : EPOCH 14 - PROGRESS: at 78.78% examples, 716554 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:31:16,879 : INFO : EPOCH 14 - PROGRESS: at 79.14% examples, 716582 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:17,888 : INFO : EPOCH 14 - PROGRESS: at 79.49% examples, 716623 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:18,889 : INFO : EPOCH 14 - PROGRESS: at 79.86% examples, 716711 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:19,904 : INFO : EPOCH 14 - PROGRESS: at 80.20% examples, 716686 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:20,915 : INFO : EPOCH 14 - PROGRESS: at 80.52% examples, 716778 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:21,917 : INFO : EPOCH 14 - PROGRESS: at 80.87% examples, 716809 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:22,920 : INFO : EPOCH 14 - PROGRESS: at 81.23% examples, 716857 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:31:23,926 : INFO : EPOCH 14 - PROGRESS: at 81.56% examples, 716882 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:24,927 : INFO : EPOCH 14 - PROGRESS: at 81.94% examples, 716937 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:25,934 : INFO : EPOCH 14 - PROGRESS: at 82.29% examples, 716913 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:26,938 : INFO : EPOCH 14 - PROGRESS: at 82.67% examples, 716956 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:27,951 : INFO : EPOCH 14 - PROGRESS: at 83.03% examples, 717020 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:28,955 : INFO : EPOCH 14 - PROGRESS: at 83.38% examples, 717059 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:29,958 : INFO : EPOCH 14 - PROGRESS: at 83.74% examples, 717067 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:30,961 : INFO : EPOCH 14 - PROGRESS: at 84.07% examples, 717072 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:31,973 : INFO : EPOCH 14 - PROGRESS: at 84.42% examples, 717106 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:32,978 : INFO : EPOCH 14 - PROGRESS: at 84.80% examples, 717136 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:33,984 : INFO : EPOCH 14 - PROGRESS: at 85.17% examples, 717126 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:34,986 : INFO : EPOCH 14 - PROGRESS: at 85.51% examples, 717150 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:35,987 : INFO : EPOCH 14 - PROGRESS: at 85.86% examples, 717202 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:31:37,001 : INFO : EPOCH 14 - PROGRESS: at 86.19% examples, 717222 words/s, in_qsize 7, out_qsize 0
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2020-07-24 17:31:50,063 : INFO : EPOCH 14 - PROGRESS: at 90.68% examples, 717563 words/s, in_qsize 7, out_qsize 0
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2020-07-24 17:31:52,069 : INFO : EPOCH 14 - PROGRESS: at 91.35% examples, 717680 words/s, in_qsize 8, out_qsize 0
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2020-07-24 17:31:55,090 : INFO : EPOCH 14 - PROGRESS: at 92.40% examples, 717689 words/s, in_qsize 7, out_qsize 0
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2020-07-24 17:32:00,118 : INFO : EPOCH 14 - PROGRESS: at 94.12% examples, 717866 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:01,126 : INFO : EPOCH 14 - PROGRESS: at 94.49% examples, 717865 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:02,130 : INFO : EPOCH 14 - PROGRESS: at 94.82% examples, 717899 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:03,143 : INFO : EPOCH 14 - PROGRESS: at 95.16% examples, 717935 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:04,160 : INFO : EPOCH 14 - PROGRESS: at 95.53% examples, 717981 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:05,160 : INFO : EPOCH 14 - PROGRESS: at 95.89% examples, 718040 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:06,163 : INFO : EPOCH 14 - PROGRESS: at 96.23% examples, 718048 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:07,175 : INFO : EPOCH 14 - PROGRESS: at 96.62% examples, 718051 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:08,182 : INFO : EPOCH 14 - PROGRESS: at 96.97% examples, 718097 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:09,190 : INFO : EPOCH 14 - PROGRESS: at 97.31% examples, 718119 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:10,192 : INFO : EPOCH 14 - PROGRESS: at 97.68% examples, 718165 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:11,206 : INFO : EPOCH 14 - PROGRESS: at 98.03% examples, 718128 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:12,208 : INFO : EPOCH 14 - PROGRESS: at 98.41% examples, 718154 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:13,217 : INFO : EPOCH 14 - PROGRESS: at 98.76% examples, 718190 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:32:14,221 : INFO : EPOCH 14 - PROGRESS: at 99.12% examples, 718225 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:15,232 : INFO : EPOCH 14 - PROGRESS: at 99.50% examples, 718198 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:16,245 : INFO : EPOCH 14 - PROGRESS: at 99.87% examples, 718232 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:16,575 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 17:32:16,580 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 17:32:16,585 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 17:32:16,608 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 17:32:16,609 : INFO : EPOCH - 14 : training on 266822167 raw words (207268219 effective words) took 288.6s, 718236 effective words/s
2020-07-24 17:32:17,618 : INFO : EPOCH 15 - PROGRESS: at 0.32% examples, 709487 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:18,623 : INFO : EPOCH 15 - PROGRESS: at 0.67% examples, 717207 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:32:19,626 : INFO : EPOCH 15 - PROGRESS: at 1.01% examples, 721777 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:20,633 : INFO : EPOCH 15 - PROGRESS: at 1.37% examples, 721737 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:21,641 : INFO : EPOCH 15 - PROGRESS: at 1.70% examples, 720957 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:22,652 : INFO : EPOCH 15 - PROGRESS: at 2.06% examples, 720831 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:23,674 : INFO : EPOCH 15 - PROGRESS: at 2.42% examples, 722811 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:24,676 : INFO : EPOCH 15 - PROGRESS: at 2.75% examples, 722961 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:25,678 : INFO : EPOCH 15 - PROGRESS: at 3.08% examples, 724318 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:26,688 : INFO : EPOCH 15 - PROGRESS: at 3.43% examples, 725405 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:27,710 : INFO : EPOCH 15 - PROGRESS: at 3.77% examples, 725079 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:28,711 : INFO : EPOCH 15 - PROGRESS: at 4.11% examples, 726001 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:29,714 : INFO : EPOCH 15 - PROGRESS: at 4.45% examples, 726182 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:30,717 : INFO : EPOCH 15 - PROGRESS: at 4.82% examples, 726011 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:31,720 : INFO : EPOCH 15 - PROGRESS: at 5.17% examples, 726050 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:32,731 : INFO : EPOCH 15 - PROGRESS: at 5.50% examples, 726498 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:33,734 : INFO : EPOCH 15 - PROGRESS: at 5.84% examples, 726333 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:34,736 : INFO : EPOCH 15 - PROGRESS: at 6.19% examples, 725172 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:35,752 : INFO : EPOCH 15 - PROGRESS: at 6.55% examples, 725249 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:36,754 : INFO : EPOCH 15 - PROGRESS: at 6.88% examples, 725145 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:37,755 : INFO : EPOCH 15 - PROGRESS: at 7.22% examples, 725504 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:38,757 : INFO : EPOCH 15 - PROGRESS: at 7.54% examples, 725698 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:39,767 : INFO : EPOCH 15 - PROGRESS: at 7.88% examples, 725316 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:40,771 : INFO : EPOCH 15 - PROGRESS: at 8.21% examples, 725261 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:41,776 : INFO : EPOCH 15 - PROGRESS: at 8.56% examples, 725201 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:42,784 : INFO : EPOCH 15 - PROGRESS: at 8.92% examples, 725172 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:43,787 : INFO : EPOCH 15 - PROGRESS: at 9.27% examples, 725684 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:44,789 : INFO : EPOCH 15 - PROGRESS: at 9.62% examples, 725666 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:45,794 : INFO : EPOCH 15 - PROGRESS: at 9.96% examples, 725484 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:46,795 : INFO : EPOCH 15 - PROGRESS: at 10.29% examples, 725710 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:47,798 : INFO : EPOCH 15 - PROGRESS: at 10.63% examples, 725414 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:48,805 : INFO : EPOCH 15 - PROGRESS: at 10.97% examples, 725747 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:49,809 : INFO : EPOCH 15 - PROGRESS: at 11.33% examples, 725826 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:50,818 : INFO : EPOCH 15 - PROGRESS: at 11.68% examples, 725692 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:51,818 : INFO : EPOCH 15 - PROGRESS: at 12.02% examples, 725824 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:52,832 : INFO : EPOCH 15 - PROGRESS: at 12.37% examples, 725679 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:53,840 : INFO : EPOCH 15 - PROGRESS: at 12.73% examples, 725307 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:54,845 : INFO : EPOCH 15 - PROGRESS: at 13.08% examples, 725122 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:55,845 : INFO : EPOCH 15 - PROGRESS: at 13.44% examples, 725222 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:56,860 : INFO : EPOCH 15 - PROGRESS: at 13.80% examples, 725316 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:57,862 : INFO : EPOCH 15 - PROGRESS: at 14.17% examples, 725415 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:32:58,873 : INFO : EPOCH 15 - PROGRESS: at 14.52% examples, 725560 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:32:59,877 : INFO : EPOCH 15 - PROGRESS: at 14.86% examples, 724846 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:33:00,894 : INFO : EPOCH 15 - PROGRESS: at 15.21% examples, 723878 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:01,895 : INFO : EPOCH 15 - PROGRESS: at 15.54% examples, 723510 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:33:02,896 : INFO : EPOCH 15 - PROGRESS: at 15.87% examples, 722848 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:03,901 : INFO : EPOCH 15 - PROGRESS: at 16.15% examples, 720577 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:04,910 : INFO : EPOCH 15 - PROGRESS: at 16.45% examples, 718064 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:05,924 : INFO : EPOCH 15 - PROGRESS: at 16.81% examples, 717989 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:06,928 : INFO : EPOCH 15 - PROGRESS: at 17.19% examples, 718066 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:07,930 : INFO : EPOCH 15 - PROGRESS: at 17.52% examples, 718183 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:08,950 : INFO : EPOCH 15 - PROGRESS: at 17.88% examples, 718237 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:09,968 : INFO : EPOCH 15 - PROGRESS: at 18.22% examples, 718413 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:10,975 : INFO : EPOCH 15 - PROGRESS: at 18.57% examples, 718473 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:33:11,982 : INFO : EPOCH 15 - PROGRESS: at 18.93% examples, 718656 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:12,993 : INFO : EPOCH 15 - PROGRESS: at 19.33% examples, 718744 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:14,000 : INFO : EPOCH 15 - PROGRESS: at 19.70% examples, 718712 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:15,003 : INFO : EPOCH 15 - PROGRESS: at 20.04% examples, 718889 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:16,006 : INFO : EPOCH 15 - PROGRESS: at 20.39% examples, 719003 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:17,009 : INFO : EPOCH 15 - PROGRESS: at 20.75% examples, 719117 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:18,015 : INFO : EPOCH 15 - PROGRESS: at 21.09% examples, 719314 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:19,026 : INFO : EPOCH 15 - PROGRESS: at 21.43% examples, 719444 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:20,028 : INFO : EPOCH 15 - PROGRESS: at 21.77% examples, 719558 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:21,030 : INFO : EPOCH 15 - PROGRESS: at 22.12% examples, 719557 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:22,032 : INFO : EPOCH 15 - PROGRESS: at 22.46% examples, 719691 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:23,033 : INFO : EPOCH 15 - PROGRESS: at 22.82% examples, 720067 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:33:24,058 : INFO : EPOCH 15 - PROGRESS: at 23.18% examples, 719853 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:25,061 : INFO : EPOCH 15 - PROGRESS: at 23.55% examples, 720134 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:26,068 : INFO : EPOCH 15 - PROGRESS: at 23.88% examples, 720056 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:27,075 : INFO : EPOCH 15 - PROGRESS: at 24.22% examples, 720422 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:28,080 : INFO : EPOCH 15 - PROGRESS: at 24.56% examples, 720657 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:29,084 : INFO : EPOCH 15 - PROGRESS: at 24.92% examples, 720674 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:30,092 : INFO : EPOCH 15 - PROGRESS: at 25.28% examples, 720759 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:31,099 : INFO : EPOCH 15 - PROGRESS: at 25.65% examples, 720944 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:32,099 : INFO : EPOCH 15 - PROGRESS: at 26.00% examples, 721109 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:33,111 : INFO : EPOCH 15 - PROGRESS: at 26.35% examples, 720998 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:34,118 : INFO : EPOCH 15 - PROGRESS: at 26.70% examples, 721024 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:35,132 : INFO : EPOCH 15 - PROGRESS: at 27.04% examples, 721106 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:33:36,138 : INFO : EPOCH 15 - PROGRESS: at 27.40% examples, 721260 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:37,145 : INFO : EPOCH 15 - PROGRESS: at 27.78% examples, 721300 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:38,153 : INFO : EPOCH 15 - PROGRESS: at 28.13% examples, 721366 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:39,157 : INFO : EPOCH 15 - PROGRESS: at 28.48% examples, 721493 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:40,161 : INFO : EPOCH 15 - PROGRESS: at 28.83% examples, 721441 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:41,164 : INFO : EPOCH 15 - PROGRESS: at 29.18% examples, 721567 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:42,168 : INFO : EPOCH 15 - PROGRESS: at 29.55% examples, 721547 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:43,183 : INFO : EPOCH 15 - PROGRESS: at 29.91% examples, 721576 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:44,205 : INFO : EPOCH 15 - PROGRESS: at 30.29% examples, 721620 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:33:45,231 : INFO : EPOCH 15 - PROGRESS: at 30.66% examples, 721582 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:46,235 : INFO : EPOCH 15 - PROGRESS: at 31.04% examples, 721616 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:47,260 : INFO : EPOCH 15 - PROGRESS: at 31.37% examples, 721617 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:48,275 : INFO : EPOCH 15 - PROGRESS: at 31.71% examples, 721680 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:49,284 : INFO : EPOCH 15 - PROGRESS: at 32.05% examples, 721756 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:50,286 : INFO : EPOCH 15 - PROGRESS: at 32.43% examples, 721795 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:51,297 : INFO : EPOCH 15 - PROGRESS: at 32.81% examples, 721796 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:52,323 : INFO : EPOCH 15 - PROGRESS: at 33.18% examples, 721859 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:53,335 : INFO : EPOCH 15 - PROGRESS: at 33.53% examples, 721991 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:54,343 : INFO : EPOCH 15 - PROGRESS: at 33.88% examples, 722030 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:55,358 : INFO : EPOCH 15 - PROGRESS: at 34.23% examples, 722138 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:56,389 : INFO : EPOCH 15 - PROGRESS: at 34.58% examples, 722177 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:57,398 : INFO : EPOCH 15 - PROGRESS: at 34.96% examples, 722163 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:58,406 : INFO : EPOCH 15 - PROGRESS: at 35.32% examples, 722067 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:33:59,415 : INFO : EPOCH 15 - PROGRESS: at 35.67% examples, 722105 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:00,424 : INFO : EPOCH 15 - PROGRESS: at 36.03% examples, 722043 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:01,437 : INFO : EPOCH 15 - PROGRESS: at 36.40% examples, 722019 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:02,451 : INFO : EPOCH 15 - PROGRESS: at 36.73% examples, 722131 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:03,469 : INFO : EPOCH 15 - PROGRESS: at 37.10% examples, 722134 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:34:04,471 : INFO : EPOCH 15 - PROGRESS: at 37.47% examples, 722144 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:34:05,480 : INFO : EPOCH 15 - PROGRESS: at 37.79% examples, 722221 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:06,482 : INFO : EPOCH 15 - PROGRESS: at 38.11% examples, 722200 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:07,503 : INFO : EPOCH 15 - PROGRESS: at 38.47% examples, 722077 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:34:08,519 : INFO : EPOCH 15 - PROGRESS: at 38.81% examples, 722190 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:09,525 : INFO : EPOCH 15 - PROGRESS: at 39.19% examples, 722280 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:10,529 : INFO : EPOCH 15 - PROGRESS: at 39.57% examples, 722209 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:11,532 : INFO : EPOCH 15 - PROGRESS: at 39.92% examples, 722326 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:12,540 : INFO : EPOCH 15 - PROGRESS: at 40.27% examples, 722289 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:13,545 : INFO : EPOCH 15 - PROGRESS: at 40.61% examples, 722309 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:34:14,552 : INFO : EPOCH 15 - PROGRESS: at 40.97% examples, 722305 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:15,557 : INFO : EPOCH 15 - PROGRESS: at 41.32% examples, 722287 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:34:16,559 : INFO : EPOCH 15 - PROGRESS: at 41.68% examples, 722381 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:17,560 : INFO : EPOCH 15 - PROGRESS: at 42.07% examples, 722393 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:18,562 : INFO : EPOCH 15 - PROGRESS: at 42.40% examples, 722430 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:19,565 : INFO : EPOCH 15 - PROGRESS: at 42.76% examples, 722402 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:20,573 : INFO : EPOCH 15 - PROGRESS: at 43.13% examples, 722407 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:21,576 : INFO : EPOCH 15 - PROGRESS: at 43.46% examples, 722393 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:22,595 : INFO : EPOCH 15 - PROGRESS: at 43.81% examples, 722368 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:23,604 : INFO : EPOCH 15 - PROGRESS: at 44.18% examples, 722412 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:34:24,608 : INFO : EPOCH 15 - PROGRESS: at 44.53% examples, 722397 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:25,613 : INFO : EPOCH 15 - PROGRESS: at 44.89% examples, 722427 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:26,636 : INFO : EPOCH 15 - PROGRESS: at 45.24% examples, 722379 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:27,647 : INFO : EPOCH 15 - PROGRESS: at 45.59% examples, 722447 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:28,654 : INFO : EPOCH 15 - PROGRESS: at 45.94% examples, 722470 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:29,665 : INFO : EPOCH 15 - PROGRESS: at 46.31% examples, 722475 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:30,677 : INFO : EPOCH 15 - PROGRESS: at 46.67% examples, 722520 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:31,692 : INFO : EPOCH 15 - PROGRESS: at 47.05% examples, 722474 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:32,696 : INFO : EPOCH 15 - PROGRESS: at 47.38% examples, 722606 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:33,696 : INFO : EPOCH 15 - PROGRESS: at 47.74% examples, 722574 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:34,698 : INFO : EPOCH 15 - PROGRESS: at 48.09% examples, 722591 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:35,700 : INFO : EPOCH 15 - PROGRESS: at 48.44% examples, 722640 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:36,707 : INFO : EPOCH 15 - PROGRESS: at 48.80% examples, 722587 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:37,710 : INFO : EPOCH 15 - PROGRESS: at 49.17% examples, 722584 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:38,714 : INFO : EPOCH 15 - PROGRESS: at 49.52% examples, 722600 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:39,721 : INFO : EPOCH 15 - PROGRESS: at 49.88% examples, 722570 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:40,728 : INFO : EPOCH 15 - PROGRESS: at 50.19% examples, 722589 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:41,729 : INFO : EPOCH 15 - PROGRESS: at 50.54% examples, 722719 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:42,740 : INFO : EPOCH 15 - PROGRESS: at 50.89% examples, 722744 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:43,754 : INFO : EPOCH 15 - PROGRESS: at 51.25% examples, 722741 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:44,759 : INFO : EPOCH 15 - PROGRESS: at 51.59% examples, 722778 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:34:45,772 : INFO : EPOCH 15 - PROGRESS: at 51.93% examples, 722842 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:46,781 : INFO : EPOCH 15 - PROGRESS: at 52.29% examples, 722862 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:47,796 : INFO : EPOCH 15 - PROGRESS: at 52.64% examples, 722857 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:34:48,800 : INFO : EPOCH 15 - PROGRESS: at 52.99% examples, 722825 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:34:49,805 : INFO : EPOCH 15 - PROGRESS: at 53.35% examples, 722891 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:50,807 : INFO : EPOCH 15 - PROGRESS: at 53.70% examples, 722793 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:51,810 : INFO : EPOCH 15 - PROGRESS: at 54.03% examples, 722827 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:52,814 : INFO : EPOCH 15 - PROGRESS: at 54.40% examples, 722800 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:53,819 : INFO : EPOCH 15 - PROGRESS: at 54.77% examples, 722811 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:54,839 : INFO : EPOCH 15 - PROGRESS: at 55.11% examples, 722857 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:55,840 : INFO : EPOCH 15 - PROGRESS: at 55.46% examples, 722931 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:56,845 : INFO : EPOCH 15 - PROGRESS: at 55.80% examples, 722951 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:57,847 : INFO : EPOCH 15 - PROGRESS: at 56.14% examples, 722947 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:58,849 : INFO : EPOCH 15 - PROGRESS: at 56.48% examples, 723040 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:34:59,852 : INFO : EPOCH 15 - PROGRESS: at 56.82% examples, 723056 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:00,873 : INFO : EPOCH 15 - PROGRESS: at 57.20% examples, 722963 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:01,873 : INFO : EPOCH 15 - PROGRESS: at 57.56% examples, 722978 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:02,878 : INFO : EPOCH 15 - PROGRESS: at 57.93% examples, 722982 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:03,891 : INFO : EPOCH 15 - PROGRESS: at 58.31% examples, 722906 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:04,892 : INFO : EPOCH 15 - PROGRESS: at 58.69% examples, 722932 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:05,899 : INFO : EPOCH 15 - PROGRESS: at 59.04% examples, 722945 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:06,900 : INFO : EPOCH 15 - PROGRESS: at 59.40% examples, 722916 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:07,901 : INFO : EPOCH 15 - PROGRESS: at 59.76% examples, 722859 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:08,906 : INFO : EPOCH 15 - PROGRESS: at 60.10% examples, 722828 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:09,908 : INFO : EPOCH 15 - PROGRESS: at 60.45% examples, 722783 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:10,920 : INFO : EPOCH 15 - PROGRESS: at 60.81% examples, 722841 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:11,938 : INFO : EPOCH 15 - PROGRESS: at 61.17% examples, 722804 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:12,939 : INFO : EPOCH 15 - PROGRESS: at 61.53% examples, 722810 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:13,947 : INFO : EPOCH 15 - PROGRESS: at 61.89% examples, 722889 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:14,961 : INFO : EPOCH 15 - PROGRESS: at 62.21% examples, 722928 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:15,966 : INFO : EPOCH 15 - PROGRESS: at 62.57% examples, 723002 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:16,981 : INFO : EPOCH 15 - PROGRESS: at 62.91% examples, 722995 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:17,986 : INFO : EPOCH 15 - PROGRESS: at 63.27% examples, 723038 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:19,000 : INFO : EPOCH 15 - PROGRESS: at 63.64% examples, 723055 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:20,017 : INFO : EPOCH 15 - PROGRESS: at 63.97% examples, 723074 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:35:21,030 : INFO : EPOCH 15 - PROGRESS: at 64.31% examples, 723141 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:22,031 : INFO : EPOCH 15 - PROGRESS: at 64.67% examples, 723167 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:23,032 : INFO : EPOCH 15 - PROGRESS: at 65.04% examples, 723161 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:24,052 : INFO : EPOCH 15 - PROGRESS: at 65.40% examples, 723113 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:35:25,054 : INFO : EPOCH 15 - PROGRESS: at 65.78% examples, 723092 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:26,075 : INFO : EPOCH 15 - PROGRESS: at 66.12% examples, 723170 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:27,083 : INFO : EPOCH 15 - PROGRESS: at 66.46% examples, 723182 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:28,092 : INFO : EPOCH 15 - PROGRESS: at 66.82% examples, 723222 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:29,096 : INFO : EPOCH 15 - PROGRESS: at 67.19% examples, 723271 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:30,098 : INFO : EPOCH 15 - PROGRESS: at 67.55% examples, 723270 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:31,106 : INFO : EPOCH 15 - PROGRESS: at 67.91% examples, 723236 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:32,117 : INFO : EPOCH 15 - PROGRESS: at 68.28% examples, 723216 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:33,120 : INFO : EPOCH 15 - PROGRESS: at 68.64% examples, 723225 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:34,123 : INFO : EPOCH 15 - PROGRESS: at 69.01% examples, 723213 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:35,132 : INFO : EPOCH 15 - PROGRESS: at 69.36% examples, 723232 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:36,142 : INFO : EPOCH 15 - PROGRESS: at 69.71% examples, 723232 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:37,148 : INFO : EPOCH 15 - PROGRESS: at 70.06% examples, 723276 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:38,150 : INFO : EPOCH 15 - PROGRESS: at 70.43% examples, 723240 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:39,167 : INFO : EPOCH 15 - PROGRESS: at 70.77% examples, 723244 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:40,176 : INFO : EPOCH 15 - PROGRESS: at 71.10% examples, 723124 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:41,189 : INFO : EPOCH 15 - PROGRESS: at 71.46% examples, 722986 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:42,218 : INFO : EPOCH 15 - PROGRESS: at 71.81% examples, 722789 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:43,218 : INFO : EPOCH 15 - PROGRESS: at 72.12% examples, 722640 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:35:44,231 : INFO : EPOCH 15 - PROGRESS: at 72.41% examples, 721981 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:45,238 : INFO : EPOCH 15 - PROGRESS: at 72.71% examples, 721664 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:46,247 : INFO : EPOCH 15 - PROGRESS: at 73.06% examples, 721660 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:47,248 : INFO : EPOCH 15 - PROGRESS: at 73.41% examples, 721711 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:48,248 : INFO : EPOCH 15 - PROGRESS: at 73.75% examples, 721738 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:49,260 : INFO : EPOCH 15 - PROGRESS: at 74.09% examples, 721730 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:50,268 : INFO : EPOCH 15 - PROGRESS: at 74.45% examples, 721808 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:51,271 : INFO : EPOCH 15 - PROGRESS: at 74.80% examples, 721774 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:52,271 : INFO : EPOCH 15 - PROGRESS: at 75.12% examples, 721812 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:53,281 : INFO : EPOCH 15 - PROGRESS: at 75.47% examples, 721800 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:54,286 : INFO : EPOCH 15 - PROGRESS: at 75.83% examples, 721823 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:55,290 : INFO : EPOCH 15 - PROGRESS: at 76.20% examples, 721860 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:56,296 : INFO : EPOCH 15 - PROGRESS: at 76.55% examples, 721910 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:57,310 : INFO : EPOCH 15 - PROGRESS: at 76.90% examples, 721961 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:58,317 : INFO : EPOCH 15 - PROGRESS: at 77.22% examples, 722014 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:35:59,325 : INFO : EPOCH 15 - PROGRESS: at 77.57% examples, 722002 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:00,335 : INFO : EPOCH 15 - PROGRESS: at 77.94% examples, 721966 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:01,354 : INFO : EPOCH 15 - PROGRESS: at 78.29% examples, 722004 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:02,358 : INFO : EPOCH 15 - PROGRESS: at 78.66% examples, 721991 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:03,384 : INFO : EPOCH 15 - PROGRESS: at 79.00% examples, 722023 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:04,401 : INFO : EPOCH 15 - PROGRESS: at 79.38% examples, 722032 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:05,405 : INFO : EPOCH 15 - PROGRESS: at 79.72% examples, 722056 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:06,415 : INFO : EPOCH 15 - PROGRESS: at 80.10% examples, 722033 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:07,425 : INFO : EPOCH 15 - PROGRESS: at 80.40% examples, 722058 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:08,430 : INFO : EPOCH 15 - PROGRESS: at 80.73% examples, 722097 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:09,431 : INFO : EPOCH 15 - PROGRESS: at 81.09% examples, 722098 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:36:10,450 : INFO : EPOCH 15 - PROGRESS: at 81.45% examples, 722143 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:11,451 : INFO : EPOCH 15 - PROGRESS: at 81.79% examples, 722176 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:36:12,456 : INFO : EPOCH 15 - PROGRESS: at 82.18% examples, 722165 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:13,462 : INFO : EPOCH 15 - PROGRESS: at 82.54% examples, 722226 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:14,473 : INFO : EPOCH 15 - PROGRESS: at 82.90% examples, 722195 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:15,482 : INFO : EPOCH 15 - PROGRESS: at 83.27% examples, 722186 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:16,484 : INFO : EPOCH 15 - PROGRESS: at 83.62% examples, 722179 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:17,506 : INFO : EPOCH 15 - PROGRESS: at 83.96% examples, 722152 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:36:18,511 : INFO : EPOCH 15 - PROGRESS: at 84.31% examples, 722160 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:36:19,515 : INFO : EPOCH 15 - PROGRESS: at 84.68% examples, 722106 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:20,518 : INFO : EPOCH 15 - PROGRESS: at 85.04% examples, 722128 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:36:21,529 : INFO : EPOCH 15 - PROGRESS: at 85.39% examples, 722119 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:22,533 : INFO : EPOCH 15 - PROGRESS: at 85.73% examples, 722115 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:23,537 : INFO : EPOCH 15 - PROGRESS: at 86.08% examples, 722150 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:24,538 : INFO : EPOCH 15 - PROGRESS: at 86.43% examples, 722140 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:25,541 : INFO : EPOCH 15 - PROGRESS: at 86.78% examples, 722143 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:26,544 : INFO : EPOCH 15 - PROGRESS: at 87.13% examples, 722200 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:27,555 : INFO : EPOCH 15 - PROGRESS: at 87.48% examples, 722168 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:28,569 : INFO : EPOCH 15 - PROGRESS: at 87.83% examples, 722195 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:29,575 : INFO : EPOCH 15 - PROGRESS: at 88.19% examples, 722241 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:30,588 : INFO : EPOCH 15 - PROGRESS: at 88.52% examples, 722270 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:31,590 : INFO : EPOCH 15 - PROGRESS: at 88.87% examples, 722273 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:32,590 : INFO : EPOCH 15 - PROGRESS: at 89.19% examples, 722275 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:33,609 : INFO : EPOCH 15 - PROGRESS: at 89.52% examples, 721990 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:34,632 : INFO : EPOCH 15 - PROGRESS: at 89.83% examples, 721712 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:35,636 : INFO : EPOCH 15 - PROGRESS: at 90.14% examples, 721451 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:36,640 : INFO : EPOCH 15 - PROGRESS: at 90.45% examples, 721234 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:36:37,655 : INFO : EPOCH 15 - PROGRESS: at 90.75% examples, 720961 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:38,673 : INFO : EPOCH 15 - PROGRESS: at 91.05% examples, 720782 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:39,682 : INFO : EPOCH 15 - PROGRESS: at 91.37% examples, 720535 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:40,690 : INFO : EPOCH 15 - PROGRESS: at 91.70% examples, 720292 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:41,690 : INFO : EPOCH 15 - PROGRESS: at 92.00% examples, 720071 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:42,693 : INFO : EPOCH 15 - PROGRESS: at 92.33% examples, 719854 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:43,697 : INFO : EPOCH 15 - PROGRESS: at 92.66% examples, 719618 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:44,701 : INFO : EPOCH 15 - PROGRESS: at 92.96% examples, 719423 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:45,702 : INFO : EPOCH 15 - PROGRESS: at 93.29% examples, 719168 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:46,704 : INFO : EPOCH 15 - PROGRESS: at 93.58% examples, 719006 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:47,727 : INFO : EPOCH 15 - PROGRESS: at 93.89% examples, 718755 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:48,730 : INFO : EPOCH 15 - PROGRESS: at 94.22% examples, 718537 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:49,733 : INFO : EPOCH 15 - PROGRESS: at 94.54% examples, 718321 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:50,736 : INFO : EPOCH 15 - PROGRESS: at 94.84% examples, 718103 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:36:51,757 : INFO : EPOCH 15 - PROGRESS: at 95.16% examples, 717874 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:52,758 : INFO : EPOCH 15 - PROGRESS: at 95.50% examples, 717699 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:53,774 : INFO : EPOCH 15 - PROGRESS: at 95.82% examples, 717477 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:54,778 : INFO : EPOCH 15 - PROGRESS: at 96.13% examples, 717259 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:55,784 : INFO : EPOCH 15 - PROGRESS: at 96.48% examples, 717019 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:56,794 : INFO : EPOCH 15 - PROGRESS: at 96.80% examples, 716807 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:57,804 : INFO : EPOCH 15 - PROGRESS: at 97.12% examples, 716573 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:58,819 : INFO : EPOCH 15 - PROGRESS: at 97.44% examples, 716349 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:36:59,825 : INFO : EPOCH 15 - PROGRESS: at 97.77% examples, 716162 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:00,829 : INFO : EPOCH 15 - PROGRESS: at 98.09% examples, 715933 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:01,844 : INFO : EPOCH 15 - PROGRESS: at 98.43% examples, 715710 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:02,846 : INFO : EPOCH 15 - PROGRESS: at 98.75% examples, 715538 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:03,855 : INFO : EPOCH 15 - PROGRESS: at 99.08% examples, 715317 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:04,869 : INFO : EPOCH 15 - PROGRESS: at 99.43% examples, 715082 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:05,889 : INFO : EPOCH 15 - PROGRESS: at 99.76% examples, 714853 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:37:06,571 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 17:37:06,576 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 17:37:06,581 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 17:37:06,604 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 17:37:06,605 : INFO : EPOCH - 15 : training on 266822167 raw words (207272767 effective words) took 290.0s, 714754 effective words/s
2020-07-24 17:37:07,614 : INFO : EPOCH 16 - PROGRESS: at 0.29% examples, 644556 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:08,626 : INFO : EPOCH 16 - PROGRESS: at 0.61% examples, 653680 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:09,638 : INFO : EPOCH 16 - PROGRESS: at 0.92% examples, 657101 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:10,638 : INFO : EPOCH 16 - PROGRESS: at 1.25% examples, 654818 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:37:11,661 : INFO : EPOCH 16 - PROGRESS: at 1.56% examples, 656049 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:37:12,676 : INFO : EPOCH 16 - PROGRESS: at 1.88% examples, 656365 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:13,683 : INFO : EPOCH 16 - PROGRESS: at 2.21% examples, 656425 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:37:14,697 : INFO : EPOCH 16 - PROGRESS: at 2.51% examples, 656333 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:37:15,700 : INFO : EPOCH 16 - PROGRESS: at 2.82% examples, 658363 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:16,715 : INFO : EPOCH 16 - PROGRESS: at 3.11% examples, 657621 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:17,721 : INFO : EPOCH 16 - PROGRESS: at 3.43% examples, 658898 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:18,728 : INFO : EPOCH 16 - PROGRESS: at 3.74% examples, 658964 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:19,731 : INFO : EPOCH 16 - PROGRESS: at 4.05% examples, 658966 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:20,741 : INFO : EPOCH 16 - PROGRESS: at 4.35% examples, 658520 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:21,748 : INFO : EPOCH 16 - PROGRESS: at 4.68% examples, 658783 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:37:22,750 : INFO : EPOCH 16 - PROGRESS: at 5.00% examples, 658402 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:23,753 : INFO : EPOCH 16 - PROGRESS: at 5.32% examples, 658452 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:24,755 : INFO : EPOCH 16 - PROGRESS: at 5.61% examples, 658762 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:25,765 : INFO : EPOCH 16 - PROGRESS: at 5.93% examples, 659437 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:26,790 : INFO : EPOCH 16 - PROGRESS: at 6.27% examples, 659018 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:27,811 : INFO : EPOCH 16 - PROGRESS: at 6.61% examples, 659165 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:28,814 : INFO : EPOCH 16 - PROGRESS: at 6.90% examples, 659210 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:29,828 : INFO : EPOCH 16 - PROGRESS: at 7.22% examples, 659801 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:30,847 : INFO : EPOCH 16 - PROGRESS: at 7.51% examples, 659984 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:31,855 : INFO : EPOCH 16 - PROGRESS: at 7.82% examples, 660098 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:32,860 : INFO : EPOCH 16 - PROGRESS: at 8.13% examples, 660383 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:33,862 : INFO : EPOCH 16 - PROGRESS: at 8.45% examples, 660625 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:34,868 : INFO : EPOCH 16 - PROGRESS: at 8.77% examples, 660349 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:35,873 : INFO : EPOCH 16 - PROGRESS: at 9.11% examples, 660328 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:36,879 : INFO : EPOCH 16 - PROGRESS: at 9.41% examples, 660982 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:37:37,891 : INFO : EPOCH 16 - PROGRESS: at 9.72% examples, 660780 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:38,904 : INFO : EPOCH 16 - PROGRESS: at 10.04% examples, 660822 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:37:39,912 : INFO : EPOCH 16 - PROGRESS: at 10.35% examples, 661121 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:40,921 : INFO : EPOCH 16 - PROGRESS: at 10.65% examples, 660908 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:41,932 : INFO : EPOCH 16 - PROGRESS: at 10.96% examples, 661212 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:42,934 : INFO : EPOCH 16 - PROGRESS: at 11.29% examples, 661341 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:43,950 : INFO : EPOCH 16 - PROGRESS: at 11.60% examples, 661028 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:44,952 : INFO : EPOCH 16 - PROGRESS: at 11.93% examples, 660986 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:45,960 : INFO : EPOCH 16 - PROGRESS: at 12.23% examples, 660897 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:46,980 : INFO : EPOCH 16 - PROGRESS: at 12.58% examples, 661089 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:48,001 : INFO : EPOCH 16 - PROGRESS: at 12.91% examples, 660881 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:37:49,003 : INFO : EPOCH 16 - PROGRESS: at 13.24% examples, 660956 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:50,009 : INFO : EPOCH 16 - PROGRESS: at 13.56% examples, 660868 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:51,011 : INFO : EPOCH 16 - PROGRESS: at 13.88% examples, 660921 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:52,021 : INFO : EPOCH 16 - PROGRESS: at 14.21% examples, 661023 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:53,022 : INFO : EPOCH 16 - PROGRESS: at 14.53% examples, 661114 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:37:54,024 : INFO : EPOCH 16 - PROGRESS: at 14.85% examples, 661222 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:55,025 : INFO : EPOCH 16 - PROGRESS: at 15.18% examples, 660943 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:56,028 : INFO : EPOCH 16 - PROGRESS: at 15.49% examples, 660998 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:57,037 : INFO : EPOCH 16 - PROGRESS: at 15.81% examples, 661058 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:58,042 : INFO : EPOCH 16 - PROGRESS: at 16.12% examples, 661111 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:37:59,045 : INFO : EPOCH 16 - PROGRESS: at 16.44% examples, 661053 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:00,048 : INFO : EPOCH 16 - PROGRESS: at 16.78% examples, 660892 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:38:01,050 : INFO : EPOCH 16 - PROGRESS: at 17.11% examples, 660852 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:02,058 : INFO : EPOCH 16 - PROGRESS: at 17.43% examples, 660733 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:38:03,073 : INFO : EPOCH 16 - PROGRESS: at 17.75% examples, 660716 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:04,094 : INFO : EPOCH 16 - PROGRESS: at 18.05% examples, 660683 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:05,098 : INFO : EPOCH 16 - PROGRESS: at 18.38% examples, 660581 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:06,107 : INFO : EPOCH 16 - PROGRESS: at 18.70% examples, 660652 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:07,128 : INFO : EPOCH 16 - PROGRESS: at 19.03% examples, 660464 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:38:08,130 : INFO : EPOCH 16 - PROGRESS: at 19.38% examples, 660543 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:09,136 : INFO : EPOCH 16 - PROGRESS: at 19.72% examples, 660511 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:10,138 : INFO : EPOCH 16 - PROGRESS: at 20.03% examples, 660594 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:11,143 : INFO : EPOCH 16 - PROGRESS: at 20.36% examples, 660672 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:12,155 : INFO : EPOCH 16 - PROGRESS: at 20.68% examples, 660568 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:13,165 : INFO : EPOCH 16 - PROGRESS: at 21.02% examples, 660514 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:38:14,169 : INFO : EPOCH 16 - PROGRESS: at 21.31% examples, 660661 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:15,173 : INFO : EPOCH 16 - PROGRESS: at 21.62% examples, 660559 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:38:16,190 : INFO : EPOCH 16 - PROGRESS: at 21.93% examples, 660640 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:17,206 : INFO : EPOCH 16 - PROGRESS: at 22.25% examples, 660695 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:18,213 : INFO : EPOCH 16 - PROGRESS: at 22.57% examples, 660776 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:19,225 : INFO : EPOCH 16 - PROGRESS: at 22.90% examples, 660699 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:20,240 : INFO : EPOCH 16 - PROGRESS: at 23.22% examples, 660076 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:21,262 : INFO : EPOCH 16 - PROGRESS: at 23.52% examples, 659630 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:38:22,273 : INFO : EPOCH 16 - PROGRESS: at 23.84% examples, 659419 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:23,275 : INFO : EPOCH 16 - PROGRESS: at 24.12% examples, 659168 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:24,278 : INFO : EPOCH 16 - PROGRESS: at 24.38% examples, 658265 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:25,285 : INFO : EPOCH 16 - PROGRESS: at 24.70% examples, 658050 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:38:26,289 : INFO : EPOCH 16 - PROGRESS: at 25.06% examples, 658992 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:27,296 : INFO : EPOCH 16 - PROGRESS: at 25.42% examples, 659825 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:28,301 : INFO : EPOCH 16 - PROGRESS: at 25.78% examples, 660750 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:29,316 : INFO : EPOCH 16 - PROGRESS: at 26.14% examples, 661592 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:30,329 : INFO : EPOCH 16 - PROGRESS: at 26.50% examples, 662364 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:31,339 : INFO : EPOCH 16 - PROGRESS: at 26.85% examples, 663152 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:32,351 : INFO : EPOCH 16 - PROGRESS: at 27.19% examples, 663933 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:33,351 : INFO : EPOCH 16 - PROGRESS: at 27.55% examples, 664803 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:34,356 : INFO : EPOCH 16 - PROGRESS: at 27.92% examples, 665481 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:35,361 : INFO : EPOCH 16 - PROGRESS: at 28.29% examples, 666121 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:36,366 : INFO : EPOCH 16 - PROGRESS: at 28.63% examples, 666749 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:37,372 : INFO : EPOCH 16 - PROGRESS: at 28.97% examples, 667384 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:38,376 : INFO : EPOCH 16 - PROGRESS: at 29.33% examples, 667988 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:39,376 : INFO : EPOCH 16 - PROGRESS: at 29.70% examples, 668627 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:40,390 : INFO : EPOCH 16 - PROGRESS: at 30.05% examples, 669127 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:41,393 : INFO : EPOCH 16 - PROGRESS: at 30.43% examples, 669737 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:42,406 : INFO : EPOCH 16 - PROGRESS: at 30.80% examples, 670264 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:43,410 : INFO : EPOCH 16 - PROGRESS: at 31.15% examples, 670781 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:44,422 : INFO : EPOCH 16 - PROGRESS: at 31.48% examples, 671223 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:38:45,431 : INFO : EPOCH 16 - PROGRESS: at 31.82% examples, 671862 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:46,451 : INFO : EPOCH 16 - PROGRESS: at 32.19% examples, 672431 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:47,462 : INFO : EPOCH 16 - PROGRESS: at 32.58% examples, 673030 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:48,464 : INFO : EPOCH 16 - PROGRESS: at 32.94% examples, 673547 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:49,467 : INFO : EPOCH 16 - PROGRESS: at 33.29% examples, 673986 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:50,467 : INFO : EPOCH 16 - PROGRESS: at 33.63% examples, 674574 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:51,479 : INFO : EPOCH 16 - PROGRESS: at 33.98% examples, 675054 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:52,485 : INFO : EPOCH 16 - PROGRESS: at 34.33% examples, 675655 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:53,498 : INFO : EPOCH 16 - PROGRESS: at 34.70% examples, 676120 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:54,499 : INFO : EPOCH 16 - PROGRESS: at 35.06% examples, 676549 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:55,508 : INFO : EPOCH 16 - PROGRESS: at 35.44% examples, 676905 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:56,520 : INFO : EPOCH 16 - PROGRESS: at 35.79% examples, 677436 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:38:57,526 : INFO : EPOCH 16 - PROGRESS: at 36.14% examples, 677777 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:58,529 : INFO : EPOCH 16 - PROGRESS: at 36.48% examples, 678244 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:38:59,530 : INFO : EPOCH 16 - PROGRESS: at 36.85% examples, 678727 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:00,530 : INFO : EPOCH 16 - PROGRESS: at 37.19% examples, 679049 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:01,534 : INFO : EPOCH 16 - PROGRESS: at 37.55% examples, 679425 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:02,537 : INFO : EPOCH 16 - PROGRESS: at 37.88% examples, 679932 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:03,550 : INFO : EPOCH 16 - PROGRESS: at 38.21% examples, 680249 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:04,558 : INFO : EPOCH 16 - PROGRESS: at 38.56% examples, 680600 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:05,574 : INFO : EPOCH 16 - PROGRESS: at 38.90% examples, 681025 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:06,579 : INFO : EPOCH 16 - PROGRESS: at 39.29% examples, 681400 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:07,580 : INFO : EPOCH 16 - PROGRESS: at 39.66% examples, 681590 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:39:08,587 : INFO : EPOCH 16 - PROGRESS: at 39.98% examples, 681369 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:09,589 : INFO : EPOCH 16 - PROGRESS: at 40.29% examples, 681229 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:10,595 : INFO : EPOCH 16 - PROGRESS: at 40.59% examples, 680990 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:11,607 : INFO : EPOCH 16 - PROGRESS: at 40.93% examples, 680858 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:12,610 : INFO : EPOCH 16 - PROGRESS: at 41.25% examples, 680742 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:13,612 : INFO : EPOCH 16 - PROGRESS: at 41.58% examples, 680523 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:14,623 : INFO : EPOCH 16 - PROGRESS: at 41.91% examples, 680413 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:15,632 : INFO : EPOCH 16 - PROGRESS: at 42.25% examples, 680236 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:16,635 : INFO : EPOCH 16 - PROGRESS: at 42.56% examples, 680102 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:39:17,636 : INFO : EPOCH 16 - PROGRESS: at 42.89% examples, 679962 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:18,646 : INFO : EPOCH 16 - PROGRESS: at 43.22% examples, 679756 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:19,670 : INFO : EPOCH 16 - PROGRESS: at 43.54% examples, 679554 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:20,672 : INFO : EPOCH 16 - PROGRESS: at 43.85% examples, 679471 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:21,688 : INFO : EPOCH 16 - PROGRESS: at 44.19% examples, 679315 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:39:22,690 : INFO : EPOCH 16 - PROGRESS: at 44.50% examples, 679106 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:23,693 : INFO : EPOCH 16 - PROGRESS: at 44.84% examples, 679000 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:24,714 : INFO : EPOCH 16 - PROGRESS: at 45.16% examples, 678842 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:25,718 : INFO : EPOCH 16 - PROGRESS: at 45.47% examples, 678736 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:26,738 : INFO : EPOCH 16 - PROGRESS: at 45.79% examples, 678589 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:27,741 : INFO : EPOCH 16 - PROGRESS: at 46.11% examples, 678459 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:28,747 : INFO : EPOCH 16 - PROGRESS: at 46.45% examples, 678361 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:29,747 : INFO : EPOCH 16 - PROGRESS: at 46.78% examples, 678159 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:30,748 : INFO : EPOCH 16 - PROGRESS: at 47.10% examples, 678033 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:31,755 : INFO : EPOCH 16 - PROGRESS: at 47.42% examples, 677988 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:32,756 : INFO : EPOCH 16 - PROGRESS: at 47.74% examples, 677876 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:33,756 : INFO : EPOCH 16 - PROGRESS: at 48.06% examples, 677758 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:34,760 : INFO : EPOCH 16 - PROGRESS: at 48.38% examples, 677567 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:35,771 : INFO : EPOCH 16 - PROGRESS: at 48.69% examples, 677432 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:36,774 : INFO : EPOCH 16 - PROGRESS: at 49.04% examples, 677246 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:39:37,796 : INFO : EPOCH 16 - PROGRESS: at 49.37% examples, 677119 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:38,797 : INFO : EPOCH 16 - PROGRESS: at 49.69% examples, 677006 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:39:39,801 : INFO : EPOCH 16 - PROGRESS: at 50.00% examples, 676930 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:40,826 : INFO : EPOCH 16 - PROGRESS: at 50.31% examples, 676872 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:41,837 : INFO : EPOCH 16 - PROGRESS: at 50.63% examples, 676812 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:42,838 : INFO : EPOCH 16 - PROGRESS: at 50.94% examples, 676701 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:43,860 : INFO : EPOCH 16 - PROGRESS: at 51.27% examples, 676549 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:39:44,865 : INFO : EPOCH 16 - PROGRESS: at 51.57% examples, 676452 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:45,869 : INFO : EPOCH 16 - PROGRESS: at 51.90% examples, 676383 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:46,869 : INFO : EPOCH 16 - PROGRESS: at 52.21% examples, 676270 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:47,879 : INFO : EPOCH 16 - PROGRESS: at 52.52% examples, 676198 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:48,886 : INFO : EPOCH 16 - PROGRESS: at 52.86% examples, 676070 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:49,888 : INFO : EPOCH 16 - PROGRESS: at 53.18% examples, 676017 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:50,900 : INFO : EPOCH 16 - PROGRESS: at 53.50% examples, 675878 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:51,900 : INFO : EPOCH 16 - PROGRESS: at 53.80% examples, 675784 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:52,908 : INFO : EPOCH 16 - PROGRESS: at 54.13% examples, 675663 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:53,917 : INFO : EPOCH 16 - PROGRESS: at 54.47% examples, 675599 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:54,923 : INFO : EPOCH 16 - PROGRESS: at 54.80% examples, 675499 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:55,944 : INFO : EPOCH 16 - PROGRESS: at 55.11% examples, 675439 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:56,963 : INFO : EPOCH 16 - PROGRESS: at 55.42% examples, 675348 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:57,970 : INFO : EPOCH 16 - PROGRESS: at 55.75% examples, 675276 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:39:58,975 : INFO : EPOCH 16 - PROGRESS: at 56.05% examples, 675276 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:39:59,979 : INFO : EPOCH 16 - PROGRESS: at 56.35% examples, 675180 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:00,985 : INFO : EPOCH 16 - PROGRESS: at 56.66% examples, 675165 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:40:01,988 : INFO : EPOCH 16 - PROGRESS: at 57.00% examples, 675050 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:40:02,991 : INFO : EPOCH 16 - PROGRESS: at 57.35% examples, 674944 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:03,993 : INFO : EPOCH 16 - PROGRESS: at 57.66% examples, 674811 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:05,019 : INFO : EPOCH 16 - PROGRESS: at 58.02% examples, 674693 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:40:06,022 : INFO : EPOCH 16 - PROGRESS: at 58.37% examples, 674592 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:07,030 : INFO : EPOCH 16 - PROGRESS: at 58.71% examples, 674536 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:08,035 : INFO : EPOCH 16 - PROGRESS: at 59.02% examples, 674411 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:09,037 : INFO : EPOCH 16 - PROGRESS: at 59.36% examples, 674267 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:10,050 : INFO : EPOCH 16 - PROGRESS: at 59.67% examples, 674148 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:11,058 : INFO : EPOCH 16 - PROGRESS: at 60.00% examples, 674070 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:12,073 : INFO : EPOCH 16 - PROGRESS: at 60.32% examples, 673968 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:40:13,092 : INFO : EPOCH 16 - PROGRESS: at 60.66% examples, 673884 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:14,111 : INFO : EPOCH 16 - PROGRESS: at 60.98% examples, 673807 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:15,121 : INFO : EPOCH 16 - PROGRESS: at 61.32% examples, 673733 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:16,125 : INFO : EPOCH 16 - PROGRESS: at 61.63% examples, 673680 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:17,127 : INFO : EPOCH 16 - PROGRESS: at 61.94% examples, 673589 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:18,132 : INFO : EPOCH 16 - PROGRESS: at 62.23% examples, 673558 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:40:19,135 : INFO : EPOCH 16 - PROGRESS: at 62.56% examples, 673489 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:20,160 : INFO : EPOCH 16 - PROGRESS: at 62.87% examples, 673409 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:21,160 : INFO : EPOCH 16 - PROGRESS: at 63.19% examples, 673377 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:22,174 : INFO : EPOCH 16 - PROGRESS: at 63.54% examples, 673248 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:23,175 : INFO : EPOCH 16 - PROGRESS: at 63.83% examples, 673222 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:24,192 : INFO : EPOCH 16 - PROGRESS: at 64.13% examples, 673048 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:25,198 : INFO : EPOCH 16 - PROGRESS: at 64.46% examples, 673009 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:26,206 : INFO : EPOCH 16 - PROGRESS: at 64.79% examples, 672970 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:27,211 : INFO : EPOCH 16 - PROGRESS: at 65.12% examples, 672899 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:28,216 : INFO : EPOCH 16 - PROGRESS: at 65.46% examples, 672808 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:29,237 : INFO : EPOCH 16 - PROGRESS: at 65.79% examples, 672719 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:40:30,250 : INFO : EPOCH 16 - PROGRESS: at 66.11% examples, 672680 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:31,251 : INFO : EPOCH 16 - PROGRESS: at 66.42% examples, 672623 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:32,255 : INFO : EPOCH 16 - PROGRESS: at 66.75% examples, 672603 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:33,262 : INFO : EPOCH 16 - PROGRESS: at 67.07% examples, 672582 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:34,266 : INFO : EPOCH 16 - PROGRESS: at 67.40% examples, 672496 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:35,269 : INFO : EPOCH 16 - PROGRESS: at 67.73% examples, 672393 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:36,285 : INFO : EPOCH 16 - PROGRESS: at 68.06% examples, 672304 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:37,302 : INFO : EPOCH 16 - PROGRESS: at 68.42% examples, 672230 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:38,309 : INFO : EPOCH 16 - PROGRESS: at 68.74% examples, 672181 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:39,312 : INFO : EPOCH 16 - PROGRESS: at 69.06% examples, 672155 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:40,324 : INFO : EPOCH 16 - PROGRESS: at 69.38% examples, 672122 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:41,329 : INFO : EPOCH 16 - PROGRESS: at 69.71% examples, 672062 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:40:42,343 : INFO : EPOCH 16 - PROGRESS: at 70.03% examples, 672052 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:43,359 : INFO : EPOCH 16 - PROGRESS: at 70.36% examples, 671949 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:44,365 : INFO : EPOCH 16 - PROGRESS: at 70.69% examples, 671931 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:45,366 : INFO : EPOCH 16 - PROGRESS: at 70.98% examples, 671861 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:40:46,366 : INFO : EPOCH 16 - PROGRESS: at 71.31% examples, 671805 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:47,368 : INFO : EPOCH 16 - PROGRESS: at 71.66% examples, 671716 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:48,379 : INFO : EPOCH 16 - PROGRESS: at 71.97% examples, 671646 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:49,393 : INFO : EPOCH 16 - PROGRESS: at 72.27% examples, 671591 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:50,400 : INFO : EPOCH 16 - PROGRESS: at 72.59% examples, 671582 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:51,421 : INFO : EPOCH 16 - PROGRESS: at 72.92% examples, 671480 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:52,421 : INFO : EPOCH 16 - PROGRESS: at 73.22% examples, 671481 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:53,427 : INFO : EPOCH 16 - PROGRESS: at 73.54% examples, 671439 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:54,434 : INFO : EPOCH 16 - PROGRESS: at 73.86% examples, 671403 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:40:55,450 : INFO : EPOCH 16 - PROGRESS: at 74.17% examples, 671330 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:40:56,461 : INFO : EPOCH 16 - PROGRESS: at 74.48% examples, 671324 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:57,463 : INFO : EPOCH 16 - PROGRESS: at 74.82% examples, 671240 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:58,467 : INFO : EPOCH 16 - PROGRESS: at 75.09% examples, 671190 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:40:59,488 : INFO : EPOCH 16 - PROGRESS: at 75.42% examples, 671029 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:00,496 : INFO : EPOCH 16 - PROGRESS: at 75.72% examples, 670779 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:01,496 : INFO : EPOCH 16 - PROGRESS: at 76.04% examples, 670602 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:02,500 : INFO : EPOCH 16 - PROGRESS: at 76.34% examples, 670467 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:03,518 : INFO : EPOCH 16 - PROGRESS: at 76.63% examples, 670185 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:04,521 : INFO : EPOCH 16 - PROGRESS: at 76.90% examples, 669759 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:05,532 : INFO : EPOCH 16 - PROGRESS: at 77.21% examples, 669777 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:06,535 : INFO : EPOCH 16 - PROGRESS: at 77.56% examples, 670028 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:07,543 : INFO : EPOCH 16 - PROGRESS: at 77.93% examples, 670228 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:08,551 : INFO : EPOCH 16 - PROGRESS: at 78.27% examples, 670516 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:09,560 : INFO : EPOCH 16 - PROGRESS: at 78.64% examples, 670700 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:10,568 : INFO : EPOCH 16 - PROGRESS: at 78.98% examples, 670953 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:11,574 : INFO : EPOCH 16 - PROGRESS: at 79.35% examples, 671172 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:12,584 : INFO : EPOCH 16 - PROGRESS: at 79.70% examples, 671412 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:13,596 : INFO : EPOCH 16 - PROGRESS: at 80.08% examples, 671623 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:14,600 : INFO : EPOCH 16 - PROGRESS: at 80.39% examples, 671872 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:15,604 : INFO : EPOCH 16 - PROGRESS: at 80.72% examples, 672162 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:16,612 : INFO : EPOCH 16 - PROGRESS: at 81.08% examples, 672379 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:17,624 : INFO : EPOCH 16 - PROGRESS: at 81.43% examples, 672599 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:18,633 : INFO : EPOCH 16 - PROGRESS: at 81.78% examples, 672808 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:19,645 : INFO : EPOCH 16 - PROGRESS: at 82.16% examples, 672998 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:20,655 : INFO : EPOCH 16 - PROGRESS: at 82.52% examples, 673193 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:21,656 : INFO : EPOCH 16 - PROGRESS: at 82.89% examples, 673440 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:22,662 : INFO : EPOCH 16 - PROGRESS: at 83.26% examples, 673665 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:23,666 : INFO : EPOCH 16 - PROGRESS: at 83.62% examples, 673839 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:24,667 : INFO : EPOCH 16 - PROGRESS: at 83.95% examples, 674006 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:25,677 : INFO : EPOCH 16 - PROGRESS: at 84.30% examples, 674213 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:26,681 : INFO : EPOCH 16 - PROGRESS: at 84.68% examples, 674420 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:41:27,694 : INFO : EPOCH 16 - PROGRESS: at 85.05% examples, 674636 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:28,709 : INFO : EPOCH 16 - PROGRESS: at 85.41% examples, 674830 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:41:29,726 : INFO : EPOCH 16 - PROGRESS: at 85.75% examples, 675004 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:30,731 : INFO : EPOCH 16 - PROGRESS: at 86.09% examples, 675229 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:41:31,743 : INFO : EPOCH 16 - PROGRESS: at 86.44% examples, 675398 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:32,754 : INFO : EPOCH 16 - PROGRESS: at 86.81% examples, 675619 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:41:33,760 : INFO : EPOCH 16 - PROGRESS: at 87.16% examples, 675841 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:34,761 : INFO : EPOCH 16 - PROGRESS: at 87.51% examples, 676017 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:35,783 : INFO : EPOCH 16 - PROGRESS: at 87.86% examples, 676186 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:36,805 : INFO : EPOCH 16 - PROGRESS: at 88.21% examples, 676367 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:37,808 : INFO : EPOCH 16 - PROGRESS: at 88.55% examples, 676656 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:38,809 : INFO : EPOCH 16 - PROGRESS: at 88.89% examples, 676787 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:39,834 : INFO : EPOCH 16 - PROGRESS: at 89.23% examples, 676961 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:40,839 : INFO : EPOCH 16 - PROGRESS: at 89.61% examples, 677180 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:41,842 : INFO : EPOCH 16 - PROGRESS: at 89.94% examples, 677370 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:42,843 : INFO : EPOCH 16 - PROGRESS: at 90.27% examples, 677571 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:43,862 : INFO : EPOCH 16 - PROGRESS: at 90.63% examples, 677726 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:44,863 : INFO : EPOCH 16 - PROGRESS: at 90.96% examples, 677976 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:45,870 : INFO : EPOCH 16 - PROGRESS: at 91.29% examples, 678137 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:41:46,893 : INFO : EPOCH 16 - PROGRESS: at 91.66% examples, 678316 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:47,895 : INFO : EPOCH 16 - PROGRESS: at 92.00% examples, 678548 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:48,896 : INFO : EPOCH 16 - PROGRESS: at 92.36% examples, 678703 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:49,910 : INFO : EPOCH 16 - PROGRESS: at 92.72% examples, 678886 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:50,914 : INFO : EPOCH 16 - PROGRESS: at 93.07% examples, 679097 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:51,915 : INFO : EPOCH 16 - PROGRESS: at 93.40% examples, 679289 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:52,934 : INFO : EPOCH 16 - PROGRESS: at 93.75% examples, 679430 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:53,936 : INFO : EPOCH 16 - PROGRESS: at 94.10% examples, 679621 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:54,954 : INFO : EPOCH 16 - PROGRESS: at 94.47% examples, 679763 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:55,968 : INFO : EPOCH 16 - PROGRESS: at 94.81% examples, 679927 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:56,972 : INFO : EPOCH 16 - PROGRESS: at 95.15% examples, 680129 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:57,973 : INFO : EPOCH 16 - PROGRESS: at 95.51% examples, 680298 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:41:58,982 : INFO : EPOCH 16 - PROGRESS: at 95.87% examples, 680407 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:41:59,983 : INFO : EPOCH 16 - PROGRESS: at 96.21% examples, 680605 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:00,994 : INFO : EPOCH 16 - PROGRESS: at 96.60% examples, 680706 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:01,998 : INFO : EPOCH 16 - PROGRESS: at 96.96% examples, 680870 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:03,017 : INFO : EPOCH 16 - PROGRESS: at 97.30% examples, 681053 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:04,021 : INFO : EPOCH 16 - PROGRESS: at 97.66% examples, 681196 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:05,027 : INFO : EPOCH 16 - PROGRESS: at 98.02% examples, 681347 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:06,028 : INFO : EPOCH 16 - PROGRESS: at 98.40% examples, 681499 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:07,033 : INFO : EPOCH 16 - PROGRESS: at 98.75% examples, 681657 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:08,041 : INFO : EPOCH 16 - PROGRESS: at 99.11% examples, 681794 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:09,066 : INFO : EPOCH 16 - PROGRESS: at 99.50% examples, 681930 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:10,071 : INFO : EPOCH 16 - PROGRESS: at 99.86% examples, 682102 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:10,406 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 17:42:10,409 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 17:42:10,418 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 17:42:10,436 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 17:42:10,437 : INFO : EPOCH - 16 : training on 266822167 raw words (207261628 effective words) took 303.8s, 682170 effective words/s
2020-07-24 17:42:11,441 : INFO : EPOCH 17 - PROGRESS: at 0.32% examples, 711572 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:12,455 : INFO : EPOCH 17 - PROGRESS: at 0.68% examples, 719077 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:13,458 : INFO : EPOCH 17 - PROGRESS: at 1.02% examples, 725477 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:14,464 : INFO : EPOCH 17 - PROGRESS: at 1.38% examples, 726021 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:15,469 : INFO : EPOCH 17 - PROGRESS: at 1.72% examples, 725993 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:16,470 : INFO : EPOCH 17 - PROGRESS: at 2.07% examples, 725775 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:17,478 : INFO : EPOCH 17 - PROGRESS: at 2.42% examples, 725970 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:18,489 : INFO : EPOCH 17 - PROGRESS: at 2.76% examples, 726164 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:19,495 : INFO : EPOCH 17 - PROGRESS: at 3.09% examples, 727869 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:20,498 : INFO : EPOCH 17 - PROGRESS: at 3.44% examples, 728923 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:21,517 : INFO : EPOCH 17 - PROGRESS: at 3.79% examples, 729188 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:22,520 : INFO : EPOCH 17 - PROGRESS: at 4.13% examples, 730124 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:23,535 : INFO : EPOCH 17 - PROGRESS: at 4.46% examples, 730185 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:24,541 : INFO : EPOCH 17 - PROGRESS: at 4.84% examples, 729255 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:25,545 : INFO : EPOCH 17 - PROGRESS: at 5.19% examples, 729457 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:26,548 : INFO : EPOCH 17 - PROGRESS: at 5.52% examples, 729280 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:27,555 : INFO : EPOCH 17 - PROGRESS: at 5.87% examples, 729286 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:28,557 : INFO : EPOCH 17 - PROGRESS: at 6.22% examples, 729294 words/s, in_qsize 6, out_qsize 2
2020-07-24 17:42:29,561 : INFO : EPOCH 17 - PROGRESS: at 6.59% examples, 729440 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:30,563 : INFO : EPOCH 17 - PROGRESS: at 6.92% examples, 729406 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:31,568 : INFO : EPOCH 17 - PROGRESS: at 7.25% examples, 729231 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:32,578 : INFO : EPOCH 17 - PROGRESS: at 7.58% examples, 729348 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:33,578 : INFO : EPOCH 17 - PROGRESS: at 7.91% examples, 729323 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:34,592 : INFO : EPOCH 17 - PROGRESS: at 8.24% examples, 728727 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:35,598 : INFO : EPOCH 17 - PROGRESS: at 8.61% examples, 729005 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:36,604 : INFO : EPOCH 17 - PROGRESS: at 8.98% examples, 728809 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:37,611 : INFO : EPOCH 17 - PROGRESS: at 9.32% examples, 729371 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:38,617 : INFO : EPOCH 17 - PROGRESS: at 9.67% examples, 729205 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:39,617 : INFO : EPOCH 17 - PROGRESS: at 10.01% examples, 729427 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:42:40,621 : INFO : EPOCH 17 - PROGRESS: at 10.35% examples, 729544 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:41,626 : INFO : EPOCH 17 - PROGRESS: at 10.68% examples, 729551 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:42:42,626 : INFO : EPOCH 17 - PROGRESS: at 11.02% examples, 729610 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:43,640 : INFO : EPOCH 17 - PROGRESS: at 11.39% examples, 729574 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:44,646 : INFO : EPOCH 17 - PROGRESS: at 11.74% examples, 729383 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:45,655 : INFO : EPOCH 17 - PROGRESS: at 12.07% examples, 729218 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:46,666 : INFO : EPOCH 17 - PROGRESS: at 12.45% examples, 729510 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:47,679 : INFO : EPOCH 17 - PROGRESS: at 12.81% examples, 729323 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:48,689 : INFO : EPOCH 17 - PROGRESS: at 13.17% examples, 729133 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:49,695 : INFO : EPOCH 17 - PROGRESS: at 13.53% examples, 729251 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:42:50,713 : INFO : EPOCH 17 - PROGRESS: at 13.89% examples, 729294 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:51,735 : INFO : EPOCH 17 - PROGRESS: at 14.26% examples, 729317 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:52,742 : INFO : EPOCH 17 - PROGRESS: at 14.61% examples, 729380 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:53,750 : INFO : EPOCH 17 - PROGRESS: at 14.98% examples, 729342 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:54,760 : INFO : EPOCH 17 - PROGRESS: at 15.33% examples, 729584 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:55,760 : INFO : EPOCH 17 - PROGRESS: at 15.67% examples, 729090 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:56,780 : INFO : EPOCH 17 - PROGRESS: at 16.02% examples, 729287 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:57,790 : INFO : EPOCH 17 - PROGRESS: at 16.37% examples, 729275 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:42:58,815 : INFO : EPOCH 17 - PROGRESS: at 16.75% examples, 729027 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:42:59,819 : INFO : EPOCH 17 - PROGRESS: at 17.12% examples, 728920 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:00,819 : INFO : EPOCH 17 - PROGRESS: at 17.47% examples, 728890 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:01,824 : INFO : EPOCH 17 - PROGRESS: at 17.82% examples, 728674 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:43:02,825 : INFO : EPOCH 17 - PROGRESS: at 18.14% examples, 728793 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:03,827 : INFO : EPOCH 17 - PROGRESS: at 18.50% examples, 728575 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:04,836 : INFO : EPOCH 17 - PROGRESS: at 18.85% examples, 728500 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:05,836 : INFO : EPOCH 17 - PROGRESS: at 19.23% examples, 728664 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:06,846 : INFO : EPOCH 17 - PROGRESS: at 19.62% examples, 728458 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:07,858 : INFO : EPOCH 17 - PROGRESS: at 19.96% examples, 728390 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:08,861 : INFO : EPOCH 17 - PROGRESS: at 20.32% examples, 728471 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:09,870 : INFO : EPOCH 17 - PROGRESS: at 20.68% examples, 728334 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:10,876 : INFO : EPOCH 17 - PROGRESS: at 21.03% examples, 728379 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:43:11,887 : INFO : EPOCH 17 - PROGRESS: at 21.37% examples, 728357 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:12,889 : INFO : EPOCH 17 - PROGRESS: at 21.70% examples, 728674 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:13,892 : INFO : EPOCH 17 - PROGRESS: at 22.05% examples, 728443 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:14,896 : INFO : EPOCH 17 - PROGRESS: at 22.40% examples, 728565 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:15,897 : INFO : EPOCH 17 - PROGRESS: at 22.75% examples, 728666 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:16,902 : INFO : EPOCH 17 - PROGRESS: at 23.13% examples, 728598 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:17,917 : INFO : EPOCH 17 - PROGRESS: at 23.48% examples, 728535 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:18,922 : INFO : EPOCH 17 - PROGRESS: at 23.84% examples, 728602 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:19,936 : INFO : EPOCH 17 - PROGRESS: at 24.16% examples, 728622 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:20,936 : INFO : EPOCH 17 - PROGRESS: at 24.49% examples, 728688 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:21,950 : INFO : EPOCH 17 - PROGRESS: at 24.87% examples, 728697 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:22,953 : INFO : EPOCH 17 - PROGRESS: at 25.23% examples, 728745 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:23,961 : INFO : EPOCH 17 - PROGRESS: at 25.60% examples, 728660 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:43:24,968 : INFO : EPOCH 17 - PROGRESS: at 25.95% examples, 728882 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:25,972 : INFO : EPOCH 17 - PROGRESS: at 26.30% examples, 728992 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:26,972 : INFO : EPOCH 17 - PROGRESS: at 26.66% examples, 729101 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:27,978 : INFO : EPOCH 17 - PROGRESS: at 27.00% examples, 729018 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:28,982 : INFO : EPOCH 17 - PROGRESS: at 27.34% examples, 728893 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:29,992 : INFO : EPOCH 17 - PROGRESS: at 27.72% examples, 728982 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:30,993 : INFO : EPOCH 17 - PROGRESS: at 28.07% examples, 728906 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:31,995 : INFO : EPOCH 17 - PROGRESS: at 28.44% examples, 728925 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:32,999 : INFO : EPOCH 17 - PROGRESS: at 28.78% examples, 728878 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:34,006 : INFO : EPOCH 17 - PROGRESS: at 29.14% examples, 728853 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:35,017 : INFO : EPOCH 17 - PROGRESS: at 29.51% examples, 728993 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:36,019 : INFO : EPOCH 17 - PROGRESS: at 29.87% examples, 728998 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:37,020 : INFO : EPOCH 17 - PROGRESS: at 30.24% examples, 728803 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:38,027 : INFO : EPOCH 17 - PROGRESS: at 30.60% examples, 728675 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:39,030 : INFO : EPOCH 17 - PROGRESS: at 30.97% examples, 728547 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:43:40,036 : INFO : EPOCH 17 - PROGRESS: at 31.29% examples, 728246 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:41,046 : INFO : EPOCH 17 - PROGRESS: at 31.61% examples, 727876 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:42,049 : INFO : EPOCH 17 - PROGRESS: at 31.94% examples, 727531 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:43,055 : INFO : EPOCH 17 - PROGRESS: at 32.29% examples, 727091 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:44,057 : INFO : EPOCH 17 - PROGRESS: at 32.61% examples, 725618 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:45,080 : INFO : EPOCH 17 - PROGRESS: at 32.93% examples, 724701 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:46,089 : INFO : EPOCH 17 - PROGRESS: at 33.29% examples, 724854 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:47,095 : INFO : EPOCH 17 - PROGRESS: at 33.63% examples, 724941 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:48,111 : INFO : EPOCH 17 - PROGRESS: at 33.98% examples, 724926 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:49,114 : INFO : EPOCH 17 - PROGRESS: at 34.34% examples, 725086 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:43:50,115 : INFO : EPOCH 17 - PROGRESS: at 34.70% examples, 725093 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:51,121 : INFO : EPOCH 17 - PROGRESS: at 35.07% examples, 725103 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:52,122 : INFO : EPOCH 17 - PROGRESS: at 35.44% examples, 725098 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:53,132 : INFO : EPOCH 17 - PROGRESS: at 35.79% examples, 725093 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:54,141 : INFO : EPOCH 17 - PROGRESS: at 36.14% examples, 724972 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:55,151 : INFO : EPOCH 17 - PROGRESS: at 36.48% examples, 724975 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:43:56,163 : INFO : EPOCH 17 - PROGRESS: at 36.85% examples, 725041 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:57,171 : INFO : EPOCH 17 - PROGRESS: at 37.20% examples, 725110 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:58,171 : INFO : EPOCH 17 - PROGRESS: at 37.57% examples, 725176 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:43:59,183 : INFO : EPOCH 17 - PROGRESS: at 37.89% examples, 725195 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:00,184 : INFO : EPOCH 17 - PROGRESS: at 38.23% examples, 725161 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:01,185 : INFO : EPOCH 17 - PROGRESS: at 38.58% examples, 725153 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:02,201 : INFO : EPOCH 17 - PROGRESS: at 38.91% examples, 725212 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:03,209 : INFO : EPOCH 17 - PROGRESS: at 39.30% examples, 725187 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:04,209 : INFO : EPOCH 17 - PROGRESS: at 39.68% examples, 725156 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:05,209 : INFO : EPOCH 17 - PROGRESS: at 40.04% examples, 725291 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:06,210 : INFO : EPOCH 17 - PROGRESS: at 40.37% examples, 725281 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:07,226 : INFO : EPOCH 17 - PROGRESS: at 40.74% examples, 725351 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:08,229 : INFO : EPOCH 17 - PROGRESS: at 41.09% examples, 725356 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:44:09,245 : INFO : EPOCH 17 - PROGRESS: at 41.45% examples, 725372 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:10,259 : INFO : EPOCH 17 - PROGRESS: at 41.83% examples, 725470 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:11,265 : INFO : EPOCH 17 - PROGRESS: at 42.19% examples, 725488 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:12,269 : INFO : EPOCH 17 - PROGRESS: at 42.54% examples, 725576 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:13,272 : INFO : EPOCH 17 - PROGRESS: at 42.90% examples, 725480 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:44:14,275 : INFO : EPOCH 17 - PROGRESS: at 43.26% examples, 725487 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:15,282 : INFO : EPOCH 17 - PROGRESS: at 43.61% examples, 725453 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:16,289 : INFO : EPOCH 17 - PROGRESS: at 43.95% examples, 725413 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:44:17,291 : INFO : EPOCH 17 - PROGRESS: at 44.32% examples, 725409 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:44:18,315 : INFO : EPOCH 17 - PROGRESS: at 44.67% examples, 725376 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:19,322 : INFO : EPOCH 17 - PROGRESS: at 45.04% examples, 725388 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:20,326 : INFO : EPOCH 17 - PROGRESS: at 45.38% examples, 725494 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:21,336 : INFO : EPOCH 17 - PROGRESS: at 45.72% examples, 725548 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:22,340 : INFO : EPOCH 17 - PROGRESS: at 46.07% examples, 725177 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:23,346 : INFO : EPOCH 17 - PROGRESS: at 46.40% examples, 724735 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:24,352 : INFO : EPOCH 17 - PROGRESS: at 46.73% examples, 724198 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:44:25,354 : INFO : EPOCH 17 - PROGRESS: at 47.06% examples, 723783 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:26,363 : INFO : EPOCH 17 - PROGRESS: at 47.37% examples, 723343 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:27,372 : INFO : EPOCH 17 - PROGRESS: at 47.70% examples, 722894 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:28,383 : INFO : EPOCH 17 - PROGRESS: at 48.01% examples, 722386 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:29,384 : INFO : EPOCH 17 - PROGRESS: at 48.34% examples, 721903 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:44:30,389 : INFO : EPOCH 17 - PROGRESS: at 48.66% examples, 721544 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:31,390 : INFO : EPOCH 17 - PROGRESS: at 49.00% examples, 721082 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:32,394 : INFO : EPOCH 17 - PROGRESS: at 49.33% examples, 720632 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:33,405 : INFO : EPOCH 17 - PROGRESS: at 49.65% examples, 720175 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:34,407 : INFO : EPOCH 17 - PROGRESS: at 49.96% examples, 719787 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:35,410 : INFO : EPOCH 17 - PROGRESS: at 50.26% examples, 719481 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:36,420 : INFO : EPOCH 17 - PROGRESS: at 50.59% examples, 719126 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:37,424 : INFO : EPOCH 17 - PROGRESS: at 50.91% examples, 718758 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:38,424 : INFO : EPOCH 17 - PROGRESS: at 51.22% examples, 718377 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:39,435 : INFO : EPOCH 17 - PROGRESS: at 51.53% examples, 717982 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:40,447 : INFO : EPOCH 17 - PROGRESS: at 51.86% examples, 717634 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:41,460 : INFO : EPOCH 17 - PROGRESS: at 52.17% examples, 717233 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:42,461 : INFO : EPOCH 17 - PROGRESS: at 52.50% examples, 716919 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:43,469 : INFO : EPOCH 17 - PROGRESS: at 52.82% examples, 716495 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:44,487 : INFO : EPOCH 17 - PROGRESS: at 53.14% examples, 716109 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:44:45,497 : INFO : EPOCH 17 - PROGRESS: at 53.47% examples, 715702 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:46,500 : INFO : EPOCH 17 - PROGRESS: at 53.78% examples, 715393 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:47,503 : INFO : EPOCH 17 - PROGRESS: at 54.10% examples, 715046 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:44:48,505 : INFO : EPOCH 17 - PROGRESS: at 54.44% examples, 714735 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:49,517 : INFO : EPOCH 17 - PROGRESS: at 54.77% examples, 714335 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:50,525 : INFO : EPOCH 17 - PROGRESS: at 55.07% examples, 713990 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:51,530 : INFO : EPOCH 17 - PROGRESS: at 55.38% examples, 713683 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:52,548 : INFO : EPOCH 17 - PROGRESS: at 55.71% examples, 713349 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:53,553 : INFO : EPOCH 17 - PROGRESS: at 56.01% examples, 713126 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:54,555 : INFO : EPOCH 17 - PROGRESS: at 56.31% examples, 712803 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:55,561 : INFO : EPOCH 17 - PROGRESS: at 56.63% examples, 712481 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:56,571 : INFO : EPOCH 17 - PROGRESS: at 56.96% examples, 712189 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:44:57,573 : INFO : EPOCH 17 - PROGRESS: at 57.31% examples, 711897 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:44:58,581 : INFO : EPOCH 17 - PROGRESS: at 57.63% examples, 711534 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:44:59,603 : INFO : EPOCH 17 - PROGRESS: at 57.99% examples, 711216 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:00,611 : INFO : EPOCH 17 - PROGRESS: at 58.33% examples, 710823 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:45:01,614 : INFO : EPOCH 17 - PROGRESS: at 58.68% examples, 710585 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:02,625 : INFO : EPOCH 17 - PROGRESS: at 59.00% examples, 710293 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:03,652 : INFO : EPOCH 17 - PROGRESS: at 59.35% examples, 709972 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:04,659 : INFO : EPOCH 17 - PROGRESS: at 59.66% examples, 709690 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:05,665 : INFO : EPOCH 17 - PROGRESS: at 59.99% examples, 709417 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:06,671 : INFO : EPOCH 17 - PROGRESS: at 60.31% examples, 709157 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:45:07,692 : INFO : EPOCH 17 - PROGRESS: at 60.65% examples, 708842 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:45:08,708 : INFO : EPOCH 17 - PROGRESS: at 60.97% examples, 708619 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:09,720 : INFO : EPOCH 17 - PROGRESS: at 61.31% examples, 708336 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:45:10,725 : INFO : EPOCH 17 - PROGRESS: at 61.63% examples, 708081 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:11,750 : INFO : EPOCH 17 - PROGRESS: at 61.94% examples, 707835 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:12,752 : INFO : EPOCH 17 - PROGRESS: at 62.24% examples, 707669 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:13,765 : INFO : EPOCH 17 - PROGRESS: at 62.57% examples, 707374 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:45:14,779 : INFO : EPOCH 17 - PROGRESS: at 62.88% examples, 707106 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:15,787 : INFO : EPOCH 17 - PROGRESS: at 63.20% examples, 706900 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:16,793 : INFO : EPOCH 17 - PROGRESS: at 63.55% examples, 706652 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:17,794 : INFO : EPOCH 17 - PROGRESS: at 63.84% examples, 706462 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:18,802 : INFO : EPOCH 17 - PROGRESS: at 64.14% examples, 706229 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:19,803 : INFO : EPOCH 17 - PROGRESS: at 64.48% examples, 706018 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:20,804 : INFO : EPOCH 17 - PROGRESS: at 64.80% examples, 705836 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:45:21,813 : INFO : EPOCH 17 - PROGRESS: at 65.14% examples, 705587 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:22,816 : INFO : EPOCH 17 - PROGRESS: at 65.48% examples, 705333 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:23,820 : INFO : EPOCH 17 - PROGRESS: at 65.81% examples, 705087 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:24,832 : INFO : EPOCH 17 - PROGRESS: at 66.12% examples, 704871 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:25,842 : INFO : EPOCH 17 - PROGRESS: at 66.44% examples, 704680 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:26,852 : INFO : EPOCH 17 - PROGRESS: at 66.77% examples, 704454 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:27,865 : INFO : EPOCH 17 - PROGRESS: at 67.09% examples, 704232 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:28,872 : INFO : EPOCH 17 - PROGRESS: at 67.43% examples, 704033 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:29,873 : INFO : EPOCH 17 - PROGRESS: at 67.75% examples, 703834 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:45:30,889 : INFO : EPOCH 17 - PROGRESS: at 68.09% examples, 703555 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:31,889 : INFO : EPOCH 17 - PROGRESS: at 68.44% examples, 703308 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:32,897 : INFO : EPOCH 17 - PROGRESS: at 68.77% examples, 703132 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:33,916 : INFO : EPOCH 17 - PROGRESS: at 69.09% examples, 702911 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:34,934 : INFO : EPOCH 17 - PROGRESS: at 69.40% examples, 702771 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:35,940 : INFO : EPOCH 17 - PROGRESS: at 69.74% examples, 702555 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:36,948 : INFO : EPOCH 17 - PROGRESS: at 70.06% examples, 702397 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:37,958 : INFO : EPOCH 17 - PROGRESS: at 70.40% examples, 702158 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:38,960 : INFO : EPOCH 17 - PROGRESS: at 70.71% examples, 701975 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:39,977 : INFO : EPOCH 17 - PROGRESS: at 71.02% examples, 701786 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:40,982 : INFO : EPOCH 17 - PROGRESS: at 71.34% examples, 701545 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:41,996 : INFO : EPOCH 17 - PROGRESS: at 71.69% examples, 701326 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:43,010 : INFO : EPOCH 17 - PROGRESS: at 72.01% examples, 701133 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:44,017 : INFO : EPOCH 17 - PROGRESS: at 72.32% examples, 700979 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:45,037 : INFO : EPOCH 17 - PROGRESS: at 72.62% examples, 700843 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:46,053 : INFO : EPOCH 17 - PROGRESS: at 72.96% examples, 700633 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:47,058 : INFO : EPOCH 17 - PROGRESS: at 73.27% examples, 700475 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:48,060 : INFO : EPOCH 17 - PROGRESS: at 73.58% examples, 700303 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:49,064 : INFO : EPOCH 17 - PROGRESS: at 73.89% examples, 700134 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:50,071 : INFO : EPOCH 17 - PROGRESS: at 74.22% examples, 699941 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:51,074 : INFO : EPOCH 17 - PROGRESS: at 74.53% examples, 699739 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:52,077 : INFO : EPOCH 17 - PROGRESS: at 74.85% examples, 699568 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:53,085 : INFO : EPOCH 17 - PROGRESS: at 75.14% examples, 699443 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:54,089 : INFO : EPOCH 17 - PROGRESS: at 75.46% examples, 699264 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:55,092 : INFO : EPOCH 17 - PROGRESS: at 75.79% examples, 699086 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:45:56,101 : INFO : EPOCH 17 - PROGRESS: at 76.13% examples, 698864 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:57,102 : INFO : EPOCH 17 - PROGRESS: at 76.43% examples, 698767 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:58,128 : INFO : EPOCH 17 - PROGRESS: at 76.77% examples, 698550 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:45:59,129 : INFO : EPOCH 17 - PROGRESS: at 77.07% examples, 698440 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:00,133 : INFO : EPOCH 17 - PROGRESS: at 77.38% examples, 698267 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:01,145 : INFO : EPOCH 17 - PROGRESS: at 77.71% examples, 698062 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:02,154 : INFO : EPOCH 17 - PROGRESS: at 78.03% examples, 697899 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:46:03,157 : INFO : EPOCH 17 - PROGRESS: at 78.35% examples, 697757 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:04,166 : INFO : EPOCH 17 - PROGRESS: at 78.68% examples, 697552 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:05,167 : INFO : EPOCH 17 - PROGRESS: at 78.99% examples, 697419 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:06,185 : INFO : EPOCH 17 - PROGRESS: at 79.33% examples, 697262 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:07,195 : INFO : EPOCH 17 - PROGRESS: at 79.64% examples, 697089 words/s, in_qsize 7, out_qsize 2
2020-07-24 17:46:08,196 : INFO : EPOCH 17 - PROGRESS: at 79.98% examples, 696929 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:09,199 : INFO : EPOCH 17 - PROGRESS: at 80.27% examples, 696788 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:10,215 : INFO : EPOCH 17 - PROGRESS: at 80.56% examples, 696659 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:11,223 : INFO : EPOCH 17 - PROGRESS: at 80.89% examples, 696539 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:12,227 : INFO : EPOCH 17 - PROGRESS: at 81.22% examples, 696381 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:13,231 : INFO : EPOCH 17 - PROGRESS: at 81.52% examples, 696224 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:14,241 : INFO : EPOCH 17 - PROGRESS: at 81.86% examples, 696068 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:15,242 : INFO : EPOCH 17 - PROGRESS: at 82.19% examples, 695902 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:16,242 : INFO : EPOCH 17 - PROGRESS: at 82.52% examples, 695785 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:17,252 : INFO : EPOCH 17 - PROGRESS: at 82.85% examples, 695638 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:18,269 : INFO : EPOCH 17 - PROGRESS: at 83.19% examples, 695483 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:19,271 : INFO : EPOCH 17 - PROGRESS: at 83.51% examples, 695278 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:20,274 : INFO : EPOCH 17 - PROGRESS: at 83.80% examples, 694975 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:21,285 : INFO : EPOCH 17 - PROGRESS: at 84.10% examples, 694715 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:22,290 : INFO : EPOCH 17 - PROGRESS: at 84.40% examples, 694450 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:23,311 : INFO : EPOCH 17 - PROGRESS: at 84.72% examples, 694083 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:46:24,322 : INFO : EPOCH 17 - PROGRESS: at 85.02% examples, 693628 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:25,333 : INFO : EPOCH 17 - PROGRESS: at 85.34% examples, 693494 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:26,335 : INFO : EPOCH 17 - PROGRESS: at 85.69% examples, 693670 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:46:27,351 : INFO : EPOCH 17 - PROGRESS: at 86.05% examples, 693774 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:28,364 : INFO : EPOCH 17 - PROGRESS: at 86.39% examples, 693894 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:29,370 : INFO : EPOCH 17 - PROGRESS: at 86.76% examples, 694056 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:30,377 : INFO : EPOCH 17 - PROGRESS: at 87.10% examples, 694170 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:31,382 : INFO : EPOCH 17 - PROGRESS: at 87.45% examples, 694338 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:32,386 : INFO : EPOCH 17 - PROGRESS: at 87.80% examples, 694475 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:33,399 : INFO : EPOCH 17 - PROGRESS: at 88.16% examples, 694594 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:34,408 : INFO : EPOCH 17 - PROGRESS: at 88.49% examples, 694746 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:35,418 : INFO : EPOCH 17 - PROGRESS: at 88.85% examples, 694872 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:36,426 : INFO : EPOCH 17 - PROGRESS: at 89.17% examples, 694999 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:37,427 : INFO : EPOCH 17 - PROGRESS: at 89.55% examples, 695120 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:38,433 : INFO : EPOCH 17 - PROGRESS: at 89.88% examples, 695221 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:46:39,435 : INFO : EPOCH 17 - PROGRESS: at 90.21% examples, 695374 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:40,464 : INFO : EPOCH 17 - PROGRESS: at 90.56% examples, 695476 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:41,469 : INFO : EPOCH 17 - PROGRESS: at 90.91% examples, 695664 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:46:42,472 : INFO : EPOCH 17 - PROGRESS: at 91.23% examples, 695810 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:43,480 : INFO : EPOCH 17 - PROGRESS: at 91.61% examples, 695885 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:44,504 : INFO : EPOCH 17 - PROGRESS: at 91.94% examples, 696023 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:45,504 : INFO : EPOCH 17 - PROGRESS: at 92.31% examples, 696167 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:46,520 : INFO : EPOCH 17 - PROGRESS: at 92.67% examples, 696260 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:47,531 : INFO : EPOCH 17 - PROGRESS: at 93.01% examples, 696405 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:48,547 : INFO : EPOCH 17 - PROGRESS: at 93.36% examples, 696520 words/s, in_qsize 6, out_qsize 2
2020-07-24 17:46:49,563 : INFO : EPOCH 17 - PROGRESS: at 93.71% examples, 696677 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:46:50,580 : INFO : EPOCH 17 - PROGRESS: at 94.06% examples, 696797 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:51,591 : INFO : EPOCH 17 - PROGRESS: at 94.42% examples, 696894 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:52,593 : INFO : EPOCH 17 - PROGRESS: at 94.77% examples, 696999 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:53,609 : INFO : EPOCH 17 - PROGRESS: at 95.11% examples, 697107 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:54,620 : INFO : EPOCH 17 - PROGRESS: at 95.47% examples, 697216 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:55,630 : INFO : EPOCH 17 - PROGRESS: at 95.83% examples, 697335 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:56,633 : INFO : EPOCH 17 - PROGRESS: at 96.18% examples, 697445 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:46:57,648 : INFO : EPOCH 17 - PROGRESS: at 96.56% examples, 697498 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:46:58,650 : INFO : EPOCH 17 - PROGRESS: at 96.92% examples, 697640 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:46:59,675 : INFO : EPOCH 17 - PROGRESS: at 97.26% examples, 697750 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:00,692 : INFO : EPOCH 17 - PROGRESS: at 97.62% examples, 697818 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:01,704 : INFO : EPOCH 17 - PROGRESS: at 97.98% examples, 697898 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:02,716 : INFO : EPOCH 17 - PROGRESS: at 98.37% examples, 697988 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:03,722 : INFO : EPOCH 17 - PROGRESS: at 98.72% examples, 698103 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:04,731 : INFO : EPOCH 17 - PROGRESS: at 99.07% examples, 698168 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:05,738 : INFO : EPOCH 17 - PROGRESS: at 99.47% examples, 698231 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:47:06,740 : INFO : EPOCH 17 - PROGRESS: at 99.83% examples, 698349 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:07,186 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 17:47:07,189 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 17:47:07,198 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 17:47:07,217 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 17:47:07,218 : INFO : EPOCH - 17 : training on 266822167 raw words (207274064 effective words) took 296.8s, 698415 effective words/s
2020-07-24 17:47:08,225 : INFO : EPOCH 18 - PROGRESS: at 0.32% examples, 717415 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:09,237 : INFO : EPOCH 18 - PROGRESS: at 0.68% examples, 723426 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:10,244 : INFO : EPOCH 18 - PROGRESS: at 1.02% examples, 724237 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:11,255 : INFO : EPOCH 18 - PROGRESS: at 1.38% examples, 722311 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:12,268 : INFO : EPOCH 18 - PROGRESS: at 1.72% examples, 723071 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:13,282 : INFO : EPOCH 18 - PROGRESS: at 2.08% examples, 722604 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:14,287 : INFO : EPOCH 18 - PROGRESS: at 2.42% examples, 723127 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:15,290 : INFO : EPOCH 18 - PROGRESS: at 2.75% examples, 723304 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:16,293 : INFO : EPOCH 18 - PROGRESS: at 3.08% examples, 723187 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:17,295 : INFO : EPOCH 18 - PROGRESS: at 3.42% examples, 724597 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:18,296 : INFO : EPOCH 18 - PROGRESS: at 3.76% examples, 724149 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:19,298 : INFO : EPOCH 18 - PROGRESS: at 4.10% examples, 724762 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:20,300 : INFO : EPOCH 18 - PROGRESS: at 4.43% examples, 725789 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:21,302 : INFO : EPOCH 18 - PROGRESS: at 4.80% examples, 725027 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:22,310 : INFO : EPOCH 18 - PROGRESS: at 5.15% examples, 724935 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:23,320 : INFO : EPOCH 18 - PROGRESS: at 5.49% examples, 724552 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:24,326 : INFO : EPOCH 18 - PROGRESS: at 5.82% examples, 725105 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:25,333 : INFO : EPOCH 18 - PROGRESS: at 6.18% examples, 724929 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:26,338 : INFO : EPOCH 18 - PROGRESS: at 6.54% examples, 724914 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:27,341 : INFO : EPOCH 18 - PROGRESS: at 6.87% examples, 724979 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:47:28,347 : INFO : EPOCH 18 - PROGRESS: at 7.22% examples, 725127 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:29,348 : INFO : EPOCH 18 - PROGRESS: at 7.53% examples, 725277 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:30,354 : INFO : EPOCH 18 - PROGRESS: at 7.87% examples, 725623 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:31,375 : INFO : EPOCH 18 - PROGRESS: at 8.21% examples, 725061 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:32,386 : INFO : EPOCH 18 - PROGRESS: at 8.56% examples, 725124 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:33,402 : INFO : EPOCH 18 - PROGRESS: at 8.92% examples, 724865 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:34,404 : INFO : EPOCH 18 - PROGRESS: at 9.27% examples, 725155 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:35,408 : INFO : EPOCH 18 - PROGRESS: at 9.62% examples, 725099 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:36,417 : INFO : EPOCH 18 - PROGRESS: at 9.96% examples, 725111 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:37,418 : INFO : EPOCH 18 - PROGRESS: at 10.29% examples, 725350 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:38,420 : INFO : EPOCH 18 - PROGRESS: at 10.61% examples, 723125 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:39,428 : INFO : EPOCH 18 - PROGRESS: at 10.90% examples, 721478 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:40,443 : INFO : EPOCH 18 - PROGRESS: at 11.23% examples, 719581 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:41,454 : INFO : EPOCH 18 - PROGRESS: at 11.54% examples, 717650 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:47:42,463 : INFO : EPOCH 18 - PROGRESS: at 11.88% examples, 715975 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:43,464 : INFO : EPOCH 18 - PROGRESS: at 12.18% examples, 714360 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:44,467 : INFO : EPOCH 18 - PROGRESS: at 12.52% examples, 712959 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:45,476 : INFO : EPOCH 18 - PROGRESS: at 12.84% examples, 711379 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:46,486 : INFO : EPOCH 18 - PROGRESS: at 13.17% examples, 710234 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:47,498 : INFO : EPOCH 18 - PROGRESS: at 13.49% examples, 708975 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:47:48,505 : INFO : EPOCH 18 - PROGRESS: at 13.82% examples, 707815 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:49,515 : INFO : EPOCH 18 - PROGRESS: at 14.15% examples, 706493 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:50,523 : INFO : EPOCH 18 - PROGRESS: at 14.46% examples, 705534 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:51,540 : INFO : EPOCH 18 - PROGRESS: at 14.79% examples, 704396 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:52,540 : INFO : EPOCH 18 - PROGRESS: at 15.12% examples, 703350 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:53,550 : INFO : EPOCH 18 - PROGRESS: at 15.43% examples, 702478 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:54,553 : INFO : EPOCH 18 - PROGRESS: at 15.75% examples, 701666 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:55,574 : INFO : EPOCH 18 - PROGRESS: at 16.06% examples, 700833 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:56,596 : INFO : EPOCH 18 - PROGRESS: at 16.39% examples, 699978 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:57,597 : INFO : EPOCH 18 - PROGRESS: at 16.73% examples, 698825 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:58,615 : INFO : EPOCH 18 - PROGRESS: at 17.06% examples, 697844 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:47:59,628 : INFO : EPOCH 18 - PROGRESS: at 17.38% examples, 696989 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:00,628 : INFO : EPOCH 18 - PROGRESS: at 17.69% examples, 696227 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:01,630 : INFO : EPOCH 18 - PROGRESS: at 18.00% examples, 695481 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:02,646 : INFO : EPOCH 18 - PROGRESS: at 18.31% examples, 694492 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:48:03,654 : INFO : EPOCH 18 - PROGRESS: at 18.61% examples, 693772 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:04,655 : INFO : EPOCH 18 - PROGRESS: at 18.94% examples, 693233 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:05,664 : INFO : EPOCH 18 - PROGRESS: at 19.28% examples, 692299 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:48:06,669 : INFO : EPOCH 18 - PROGRESS: at 19.64% examples, 691681 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:07,678 : INFO : EPOCH 18 - PROGRESS: at 19.94% examples, 691124 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:48:08,690 : INFO : EPOCH 18 - PROGRESS: at 20.26% examples, 690583 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:09,691 : INFO : EPOCH 18 - PROGRESS: at 20.59% examples, 689972 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:10,696 : INFO : EPOCH 18 - PROGRESS: at 20.91% examples, 689408 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:11,698 : INFO : EPOCH 18 - PROGRESS: at 21.22% examples, 689143 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:12,699 : INFO : EPOCH 18 - PROGRESS: at 21.53% examples, 688611 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:48:13,700 : INFO : EPOCH 18 - PROGRESS: at 21.83% examples, 688195 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:14,704 : INFO : EPOCH 18 - PROGRESS: at 22.14% examples, 687713 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:15,720 : INFO : EPOCH 18 - PROGRESS: at 22.45% examples, 687238 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:16,741 : INFO : EPOCH 18 - PROGRESS: at 22.78% examples, 686805 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:17,748 : INFO : EPOCH 18 - PROGRESS: at 23.12% examples, 686410 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:18,751 : INFO : EPOCH 18 - PROGRESS: at 23.43% examples, 685861 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:48:19,765 : INFO : EPOCH 18 - PROGRESS: at 23.76% examples, 685609 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:20,773 : INFO : EPOCH 18 - PROGRESS: at 24.05% examples, 685461 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:48:21,773 : INFO : EPOCH 18 - PROGRESS: at 24.36% examples, 685180 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:22,774 : INFO : EPOCH 18 - PROGRESS: at 24.68% examples, 684917 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:23,786 : INFO : EPOCH 18 - PROGRESS: at 25.01% examples, 684537 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:24,801 : INFO : EPOCH 18 - PROGRESS: at 25.34% examples, 684243 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:25,802 : INFO : EPOCH 18 - PROGRESS: at 25.67% examples, 683953 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:48:26,817 : INFO : EPOCH 18 - PROGRESS: at 25.99% examples, 683627 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:27,825 : INFO : EPOCH 18 - PROGRESS: at 26.31% examples, 683198 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:28,840 : INFO : EPOCH 18 - PROGRESS: at 26.64% examples, 682966 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:29,857 : INFO : EPOCH 18 - PROGRESS: at 26.95% examples, 682730 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:30,862 : INFO : EPOCH 18 - PROGRESS: at 27.26% examples, 682510 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:48:31,873 : INFO : EPOCH 18 - PROGRESS: at 27.60% examples, 682217 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:32,879 : INFO : EPOCH 18 - PROGRESS: at 27.92% examples, 681835 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:33,895 : INFO : EPOCH 18 - PROGRESS: at 28.26% examples, 681535 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:34,903 : INFO : EPOCH 18 - PROGRESS: at 28.59% examples, 681327 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:35,911 : INFO : EPOCH 18 - PROGRESS: at 28.89% examples, 681013 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:36,919 : INFO : EPOCH 18 - PROGRESS: at 29.20% examples, 680712 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:37,921 : INFO : EPOCH 18 - PROGRESS: at 29.55% examples, 680469 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:38,930 : INFO : EPOCH 18 - PROGRESS: at 29.86% examples, 680196 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:39,930 : INFO : EPOCH 18 - PROGRESS: at 30.20% examples, 679879 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:40,933 : INFO : EPOCH 18 - PROGRESS: at 30.53% examples, 679621 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:48:41,937 : INFO : EPOCH 18 - PROGRESS: at 30.86% examples, 679301 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:42,942 : INFO : EPOCH 18 - PROGRESS: at 31.18% examples, 679146 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:43,949 : INFO : EPOCH 18 - PROGRESS: at 31.48% examples, 678757 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:48:44,976 : INFO : EPOCH 18 - PROGRESS: at 31.79% examples, 678609 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:45,982 : INFO : EPOCH 18 - PROGRESS: at 32.12% examples, 678429 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:48:46,984 : INFO : EPOCH 18 - PROGRESS: at 32.46% examples, 678204 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:48:47,987 : INFO : EPOCH 18 - PROGRESS: at 32.79% examples, 677971 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:48,991 : INFO : EPOCH 18 - PROGRESS: at 33.12% examples, 677769 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:48:50,007 : INFO : EPOCH 18 - PROGRESS: at 33.43% examples, 677509 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:51,016 : INFO : EPOCH 18 - PROGRESS: at 33.75% examples, 677375 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:52,038 : INFO : EPOCH 18 - PROGRESS: at 34.07% examples, 677139 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:53,039 : INFO : EPOCH 18 - PROGRESS: at 34.39% examples, 677033 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:54,060 : INFO : EPOCH 18 - PROGRESS: at 34.71% examples, 676743 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:55,073 : INFO : EPOCH 18 - PROGRESS: at 35.05% examples, 676602 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:56,080 : INFO : EPOCH 18 - PROGRESS: at 35.40% examples, 676393 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:57,087 : INFO : EPOCH 18 - PROGRESS: at 35.70% examples, 676271 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:58,091 : INFO : EPOCH 18 - PROGRESS: at 36.02% examples, 675962 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:48:59,091 : INFO : EPOCH 18 - PROGRESS: at 36.36% examples, 675798 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:00,099 : INFO : EPOCH 18 - PROGRESS: at 36.61% examples, 675303 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:01,120 : INFO : EPOCH 18 - PROGRESS: at 36.95% examples, 674847 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:02,124 : INFO : EPOCH 18 - PROGRESS: at 37.26% examples, 674464 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:03,129 : INFO : EPOCH 18 - PROGRESS: at 37.57% examples, 674001 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:49:04,136 : INFO : EPOCH 18 - PROGRESS: at 37.81% examples, 672895 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:05,140 : INFO : EPOCH 18 - PROGRESS: at 38.10% examples, 672699 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:06,141 : INFO : EPOCH 18 - PROGRESS: at 38.45% examples, 673150 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:07,149 : INFO : EPOCH 18 - PROGRESS: at 38.80% examples, 673607 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:08,159 : INFO : EPOCH 18 - PROGRESS: at 39.16% examples, 673996 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:09,166 : INFO : EPOCH 18 - PROGRESS: at 39.55% examples, 674270 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:10,178 : INFO : EPOCH 18 - PROGRESS: at 39.89% examples, 674693 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:11,188 : INFO : EPOCH 18 - PROGRESS: at 40.25% examples, 675158 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:12,196 : INFO : EPOCH 18 - PROGRESS: at 40.59% examples, 675574 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:13,197 : INFO : EPOCH 18 - PROGRESS: at 40.95% examples, 675932 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:14,199 : INFO : EPOCH 18 - PROGRESS: at 41.31% examples, 676291 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:15,216 : INFO : EPOCH 18 - PROGRESS: at 41.68% examples, 676732 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:16,228 : INFO : EPOCH 18 - PROGRESS: at 42.05% examples, 677103 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:17,245 : INFO : EPOCH 18 - PROGRESS: at 42.39% examples, 677481 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:18,245 : INFO : EPOCH 18 - PROGRESS: at 42.76% examples, 677866 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:19,247 : INFO : EPOCH 18 - PROGRESS: at 43.12% examples, 678133 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:20,254 : INFO : EPOCH 18 - PROGRESS: at 43.46% examples, 678546 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:21,258 : INFO : EPOCH 18 - PROGRESS: at 43.80% examples, 678923 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:22,268 : INFO : EPOCH 18 - PROGRESS: at 44.16% examples, 679143 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:23,271 : INFO : EPOCH 18 - PROGRESS: at 44.52% examples, 679492 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:24,278 : INFO : EPOCH 18 - PROGRESS: at 44.88% examples, 679838 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:25,284 : INFO : EPOCH 18 - PROGRESS: at 45.23% examples, 680077 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:26,288 : INFO : EPOCH 18 - PROGRESS: at 45.57% examples, 680460 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:49:27,310 : INFO : EPOCH 18 - PROGRESS: at 45.93% examples, 680726 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:28,317 : INFO : EPOCH 18 - PROGRESS: at 46.29% examples, 681107 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:29,329 : INFO : EPOCH 18 - PROGRESS: at 46.65% examples, 681384 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:30,337 : INFO : EPOCH 18 - PROGRESS: at 47.03% examples, 681649 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:31,338 : INFO : EPOCH 18 - PROGRESS: at 47.36% examples, 682052 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:32,352 : INFO : EPOCH 18 - PROGRESS: at 47.72% examples, 682380 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:33,352 : INFO : EPOCH 18 - PROGRESS: at 48.07% examples, 682592 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:34,355 : INFO : EPOCH 18 - PROGRESS: at 48.43% examples, 682942 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:35,363 : INFO : EPOCH 18 - PROGRESS: at 48.79% examples, 683199 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:36,383 : INFO : EPOCH 18 - PROGRESS: at 49.16% examples, 683439 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:37,384 : INFO : EPOCH 18 - PROGRESS: at 49.52% examples, 683782 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:49:38,392 : INFO : EPOCH 18 - PROGRESS: at 49.88% examples, 684052 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:39,400 : INFO : EPOCH 18 - PROGRESS: at 50.19% examples, 684316 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:40,416 : INFO : EPOCH 18 - PROGRESS: at 50.55% examples, 684674 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:41,416 : INFO : EPOCH 18 - PROGRESS: at 50.89% examples, 684950 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:42,428 : INFO : EPOCH 18 - PROGRESS: at 51.25% examples, 685204 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:43,432 : INFO : EPOCH 18 - PROGRESS: at 51.59% examples, 685438 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:49:44,440 : INFO : EPOCH 18 - PROGRESS: at 51.93% examples, 685758 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:45,446 : INFO : EPOCH 18 - PROGRESS: at 52.28% examples, 685980 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:46,453 : INFO : EPOCH 18 - PROGRESS: at 52.63% examples, 686216 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:47,455 : INFO : EPOCH 18 - PROGRESS: at 52.99% examples, 686496 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:48,468 : INFO : EPOCH 18 - PROGRESS: at 53.34% examples, 686669 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:49,470 : INFO : EPOCH 18 - PROGRESS: at 53.70% examples, 686897 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:50,482 : INFO : EPOCH 18 - PROGRESS: at 54.03% examples, 687055 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:51,483 : INFO : EPOCH 18 - PROGRESS: at 54.39% examples, 687292 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:52,495 : INFO : EPOCH 18 - PROGRESS: at 54.77% examples, 687541 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:53,499 : INFO : EPOCH 18 - PROGRESS: at 55.10% examples, 687780 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:49:54,519 : INFO : EPOCH 18 - PROGRESS: at 55.45% examples, 687981 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:55,524 : INFO : EPOCH 18 - PROGRESS: at 55.79% examples, 688213 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:56,540 : INFO : EPOCH 18 - PROGRESS: at 56.14% examples, 688443 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:49:57,543 : INFO : EPOCH 18 - PROGRESS: at 56.48% examples, 688726 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:58,543 : INFO : EPOCH 18 - PROGRESS: at 56.82% examples, 688953 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:49:59,547 : INFO : EPOCH 18 - PROGRESS: at 57.19% examples, 689092 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:00,562 : INFO : EPOCH 18 - PROGRESS: at 57.55% examples, 689168 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:01,564 : INFO : EPOCH 18 - PROGRESS: at 57.92% examples, 689384 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:02,570 : INFO : EPOCH 18 - PROGRESS: at 58.30% examples, 689564 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:03,576 : INFO : EPOCH 18 - PROGRESS: at 58.68% examples, 689806 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:04,584 : INFO : EPOCH 18 - PROGRESS: at 59.03% examples, 689993 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:05,591 : INFO : EPOCH 18 - PROGRESS: at 59.40% examples, 690096 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:06,603 : INFO : EPOCH 18 - PROGRESS: at 59.76% examples, 690258 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:07,612 : INFO : EPOCH 18 - PROGRESS: at 60.10% examples, 690355 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:08,615 : INFO : EPOCH 18 - PROGRESS: at 60.45% examples, 690529 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:09,629 : INFO : EPOCH 18 - PROGRESS: at 60.81% examples, 690755 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:10,640 : INFO : EPOCH 18 - PROGRESS: at 61.17% examples, 690922 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:11,641 : INFO : EPOCH 18 - PROGRESS: at 61.53% examples, 691066 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:12,642 : INFO : EPOCH 18 - PROGRESS: at 61.88% examples, 691275 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:13,656 : INFO : EPOCH 18 - PROGRESS: at 62.20% examples, 691500 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:14,660 : INFO : EPOCH 18 - PROGRESS: at 62.55% examples, 691694 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:15,666 : INFO : EPOCH 18 - PROGRESS: at 62.89% examples, 691865 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:16,686 : INFO : EPOCH 18 - PROGRESS: at 63.25% examples, 692010 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:17,710 : INFO : EPOCH 18 - PROGRESS: at 63.63% examples, 692186 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:18,712 : INFO : EPOCH 18 - PROGRESS: at 63.97% examples, 692478 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:19,714 : INFO : EPOCH 18 - PROGRESS: at 64.30% examples, 692633 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:20,724 : INFO : EPOCH 18 - PROGRESS: at 64.66% examples, 692783 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:21,739 : INFO : EPOCH 18 - PROGRESS: at 65.02% examples, 692948 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:22,747 : INFO : EPOCH 18 - PROGRESS: at 65.39% examples, 693101 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:23,753 : INFO : EPOCH 18 - PROGRESS: at 65.75% examples, 693077 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:24,761 : INFO : EPOCH 18 - PROGRESS: at 66.09% examples, 693283 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:25,769 : INFO : EPOCH 18 - PROGRESS: at 66.43% examples, 693449 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:26,773 : INFO : EPOCH 18 - PROGRESS: at 66.79% examples, 693599 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:27,777 : INFO : EPOCH 18 - PROGRESS: at 67.15% examples, 693773 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:28,778 : INFO : EPOCH 18 - PROGRESS: at 67.51% examples, 693931 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:29,781 : INFO : EPOCH 18 - PROGRESS: at 67.88% examples, 694082 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:30,794 : INFO : EPOCH 18 - PROGRESS: at 68.24% examples, 694138 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:31,809 : INFO : EPOCH 18 - PROGRESS: at 68.59% examples, 694114 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:32,816 : INFO : EPOCH 18 - PROGRESS: at 68.93% examples, 693899 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:33,832 : INFO : EPOCH 18 - PROGRESS: at 69.25% examples, 693747 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:34,837 : INFO : EPOCH 18 - PROGRESS: at 69.55% examples, 693619 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:35,854 : INFO : EPOCH 18 - PROGRESS: at 69.88% examples, 693396 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:36,856 : INFO : EPOCH 18 - PROGRESS: at 70.22% examples, 693271 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:37,867 : INFO : EPOCH 18 - PROGRESS: at 70.53% examples, 693082 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:38,877 : INFO : EPOCH 18 - PROGRESS: at 70.84% examples, 692951 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:50:39,879 : INFO : EPOCH 18 - PROGRESS: at 71.17% examples, 692816 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:40,886 : INFO : EPOCH 18 - PROGRESS: at 71.49% examples, 692584 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:41,897 : INFO : EPOCH 18 - PROGRESS: at 71.82% examples, 692383 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:42,905 : INFO : EPOCH 18 - PROGRESS: at 72.13% examples, 692310 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:43,910 : INFO : EPOCH 18 - PROGRESS: at 72.45% examples, 692174 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:44,924 : INFO : EPOCH 18 - PROGRESS: at 72.76% examples, 692047 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:45,929 : INFO : EPOCH 18 - PROGRESS: at 73.07% examples, 691870 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:46,935 : INFO : EPOCH 18 - PROGRESS: at 73.39% examples, 691723 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:47,939 : INFO : EPOCH 18 - PROGRESS: at 73.69% examples, 691590 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:48,944 : INFO : EPOCH 18 - PROGRESS: at 74.02% examples, 691414 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:49,952 : INFO : EPOCH 18 - PROGRESS: at 74.33% examples, 691267 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:50,960 : INFO : EPOCH 18 - PROGRESS: at 74.65% examples, 691119 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:50:51,987 : INFO : EPOCH 18 - PROGRESS: at 74.96% examples, 690990 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:52,989 : INFO : EPOCH 18 - PROGRESS: at 75.27% examples, 690892 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:53,998 : INFO : EPOCH 18 - PROGRESS: at 75.59% examples, 690758 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:55,003 : INFO : EPOCH 18 - PROGRESS: at 75.93% examples, 690609 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:56,010 : INFO : EPOCH 18 - PROGRESS: at 76.25% examples, 690458 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:57,013 : INFO : EPOCH 18 - PROGRESS: at 76.57% examples, 690366 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:58,036 : INFO : EPOCH 18 - PROGRESS: at 76.88% examples, 690193 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:50:59,043 : INFO : EPOCH 18 - PROGRESS: at 77.19% examples, 690116 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:00,052 : INFO : EPOCH 18 - PROGRESS: at 77.49% examples, 689926 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:51:01,064 : INFO : EPOCH 18 - PROGRESS: at 77.83% examples, 689767 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:02,079 : INFO : EPOCH 18 - PROGRESS: at 78.15% examples, 689634 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:51:03,093 : INFO : EPOCH 18 - PROGRESS: at 78.48% examples, 689499 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:04,108 : INFO : EPOCH 18 - PROGRESS: at 78.80% examples, 689352 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:05,117 : INFO : EPOCH 18 - PROGRESS: at 79.12% examples, 689201 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:51:06,129 : INFO : EPOCH 18 - PROGRESS: at 79.45% examples, 689080 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:07,133 : INFO : EPOCH 18 - PROGRESS: at 79.77% examples, 688989 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:08,138 : INFO : EPOCH 18 - PROGRESS: at 80.11% examples, 688864 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:09,146 : INFO : EPOCH 18 - PROGRESS: at 80.38% examples, 688756 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:10,154 : INFO : EPOCH 18 - PROGRESS: at 80.68% examples, 688646 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:11,155 : INFO : EPOCH 18 - PROGRESS: at 81.01% examples, 688509 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:12,158 : INFO : EPOCH 18 - PROGRESS: at 81.33% examples, 688379 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:13,161 : INFO : EPOCH 18 - PROGRESS: at 81.63% examples, 688297 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:51:14,163 : INFO : EPOCH 18 - PROGRESS: at 81.97% examples, 688133 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:15,164 : INFO : EPOCH 18 - PROGRESS: at 82.31% examples, 688024 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:51:16,165 : INFO : EPOCH 18 - PROGRESS: at 82.64% examples, 687901 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:17,180 : INFO : EPOCH 18 - PROGRESS: at 82.97% examples, 687769 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:18,182 : INFO : EPOCH 18 - PROGRESS: at 83.28% examples, 687601 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:19,183 : INFO : EPOCH 18 - PROGRESS: at 83.62% examples, 687500 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:20,186 : INFO : EPOCH 18 - PROGRESS: at 83.92% examples, 687349 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:21,206 : INFO : EPOCH 18 - PROGRESS: at 84.24% examples, 687212 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:22,211 : INFO : EPOCH 18 - PROGRESS: at 84.56% examples, 687076 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:51:23,218 : INFO : EPOCH 18 - PROGRESS: at 84.90% examples, 686946 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:24,219 : INFO : EPOCH 18 - PROGRESS: at 85.23% examples, 686806 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:25,233 : INFO : EPOCH 18 - PROGRESS: at 85.54% examples, 686716 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:26,246 : INFO : EPOCH 18 - PROGRESS: at 85.86% examples, 686607 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:27,253 : INFO : EPOCH 18 - PROGRESS: at 86.17% examples, 686522 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:28,255 : INFO : EPOCH 18 - PROGRESS: at 86.48% examples, 686391 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:29,262 : INFO : EPOCH 18 - PROGRESS: at 86.81% examples, 686268 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:51:30,266 : INFO : EPOCH 18 - PROGRESS: at 87.13% examples, 686205 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:31,274 : INFO : EPOCH 18 - PROGRESS: at 87.44% examples, 686077 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:32,279 : INFO : EPOCH 18 - PROGRESS: at 87.75% examples, 685984 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:33,285 : INFO : EPOCH 18 - PROGRESS: at 88.10% examples, 685851 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:34,288 : INFO : EPOCH 18 - PROGRESS: at 88.39% examples, 685783 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:35,304 : INFO : EPOCH 18 - PROGRESS: at 88.70% examples, 685705 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:36,308 : INFO : EPOCH 18 - PROGRESS: at 89.01% examples, 685651 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:37,320 : INFO : EPOCH 18 - PROGRESS: at 89.32% examples, 685490 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:38,327 : INFO : EPOCH 18 - PROGRESS: at 89.66% examples, 685416 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:39,338 : INFO : EPOCH 18 - PROGRESS: at 89.95% examples, 685313 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:40,366 : INFO : EPOCH 18 - PROGRESS: at 90.25% examples, 685111 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:41,372 : INFO : EPOCH 18 - PROGRESS: at 90.56% examples, 684907 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:42,387 : INFO : EPOCH 18 - PROGRESS: at 90.85% examples, 684700 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:43,393 : INFO : EPOCH 18 - PROGRESS: at 91.13% examples, 684530 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:44,406 : INFO : EPOCH 18 - PROGRESS: at 91.42% examples, 684170 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:51:45,417 : INFO : EPOCH 18 - PROGRESS: at 91.70% examples, 683741 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:46,420 : INFO : EPOCH 18 - PROGRESS: at 92.01% examples, 683798 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:47,425 : INFO : EPOCH 18 - PROGRESS: at 92.39% examples, 683944 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:48,448 : INFO : EPOCH 18 - PROGRESS: at 92.74% examples, 684034 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:49,458 : INFO : EPOCH 18 - PROGRESS: at 93.07% examples, 684195 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:50,466 : INFO : EPOCH 18 - PROGRESS: at 93.41% examples, 684356 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:51,469 : INFO : EPOCH 18 - PROGRESS: at 93.77% examples, 684516 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:52,471 : INFO : EPOCH 18 - PROGRESS: at 94.11% examples, 684664 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:53,482 : INFO : EPOCH 18 - PROGRESS: at 94.47% examples, 684762 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:54,495 : INFO : EPOCH 18 - PROGRESS: at 94.81% examples, 684909 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:55,505 : INFO : EPOCH 18 - PROGRESS: at 95.15% examples, 685051 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:56,513 : INFO : EPOCH 18 - PROGRESS: at 95.51% examples, 685188 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:51:57,520 : INFO : EPOCH 18 - PROGRESS: at 95.87% examples, 685337 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:58,525 : INFO : EPOCH 18 - PROGRESS: at 96.21% examples, 685462 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:51:59,538 : INFO : EPOCH 18 - PROGRESS: at 96.60% examples, 685591 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:00,540 : INFO : EPOCH 18 - PROGRESS: at 96.95% examples, 685691 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:01,544 : INFO : EPOCH 18 - PROGRESS: at 97.28% examples, 685832 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:02,547 : INFO : EPOCH 18 - PROGRESS: at 97.64% examples, 685956 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:03,554 : INFO : EPOCH 18 - PROGRESS: at 98.00% examples, 686056 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:04,565 : INFO : EPOCH 18 - PROGRESS: at 98.39% examples, 686170 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:05,578 : INFO : EPOCH 18 - PROGRESS: at 98.74% examples, 686328 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:06,580 : INFO : EPOCH 18 - PROGRESS: at 99.09% examples, 686452 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:52:07,583 : INFO : EPOCH 18 - PROGRESS: at 99.48% examples, 686569 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:08,588 : INFO : EPOCH 18 - PROGRESS: at 99.85% examples, 686745 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:08,995 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 17:52:08,998 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 17:52:09,007 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 17:52:09,026 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 17:52:09,027 : INFO : EPOCH - 18 : training on 266822167 raw words (207273904 effective words) took 301.8s, 686779 effective words/s
2020-07-24 17:52:10,035 : INFO : EPOCH 19 - PROGRESS: at 0.32% examples, 717139 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:11,038 : INFO : EPOCH 19 - PROGRESS: at 0.67% examples, 714273 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:12,045 : INFO : EPOCH 19 - PROGRESS: at 1.01% examples, 718794 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:13,053 : INFO : EPOCH 19 - PROGRESS: at 1.37% examples, 721286 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:14,065 : INFO : EPOCH 19 - PROGRESS: at 1.70% examples, 720063 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:15,086 : INFO : EPOCH 19 - PROGRESS: at 2.06% examples, 718925 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:16,092 : INFO : EPOCH 19 - PROGRESS: at 2.42% examples, 721460 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:17,105 : INFO : EPOCH 19 - PROGRESS: at 2.75% examples, 721949 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:18,106 : INFO : EPOCH 19 - PROGRESS: at 3.08% examples, 723452 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:19,110 : INFO : EPOCH 19 - PROGRESS: at 3.42% examples, 723599 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:20,125 : INFO : EPOCH 19 - PROGRESS: at 3.75% examples, 722625 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:21,132 : INFO : EPOCH 19 - PROGRESS: at 4.10% examples, 723273 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:22,138 : INFO : EPOCH 19 - PROGRESS: at 4.43% examples, 723670 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:23,139 : INFO : EPOCH 19 - PROGRESS: at 4.79% examples, 723188 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:24,141 : INFO : EPOCH 19 - PROGRESS: at 5.15% examples, 723430 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:25,146 : INFO : EPOCH 19 - PROGRESS: at 5.48% examples, 723415 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:26,148 : INFO : EPOCH 19 - PROGRESS: at 5.81% examples, 723423 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:27,163 : INFO : EPOCH 19 - PROGRESS: at 6.17% examples, 723005 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:28,167 : INFO : EPOCH 19 - PROGRESS: at 6.53% examples, 723150 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:29,187 : INFO : EPOCH 19 - PROGRESS: at 6.86% examples, 722725 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:30,204 : INFO : EPOCH 19 - PROGRESS: at 7.20% examples, 722201 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:31,219 : INFO : EPOCH 19 - PROGRESS: at 7.52% examples, 722239 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:52:32,230 : INFO : EPOCH 19 - PROGRESS: at 7.86% examples, 722259 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:33,249 : INFO : EPOCH 19 - PROGRESS: at 8.19% examples, 721948 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:34,257 : INFO : EPOCH 19 - PROGRESS: at 8.55% examples, 722458 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:35,259 : INFO : EPOCH 19 - PROGRESS: at 8.90% examples, 722229 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:36,268 : INFO : EPOCH 19 - PROGRESS: at 9.25% examples, 722241 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:37,275 : INFO : EPOCH 19 - PROGRESS: at 9.60% examples, 722447 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:38,277 : INFO : EPOCH 19 - PROGRESS: at 9.94% examples, 722369 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:39,280 : INFO : EPOCH 19 - PROGRESS: at 10.27% examples, 722673 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:40,291 : INFO : EPOCH 19 - PROGRESS: at 10.62% examples, 722334 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:41,304 : INFO : EPOCH 19 - PROGRESS: at 10.95% examples, 722391 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:42,305 : INFO : EPOCH 19 - PROGRESS: at 11.30% examples, 722211 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:43,311 : INFO : EPOCH 19 - PROGRESS: at 11.65% examples, 722202 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:44,324 : INFO : EPOCH 19 - PROGRESS: at 11.99% examples, 721942 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:45,334 : INFO : EPOCH 19 - PROGRESS: at 12.34% examples, 722201 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:46,334 : INFO : EPOCH 19 - PROGRESS: at 12.70% examples, 722348 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:47,338 : INFO : EPOCH 19 - PROGRESS: at 13.06% examples, 722092 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:48,354 : INFO : EPOCH 19 - PROGRESS: at 13.42% examples, 722163 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:49,361 : INFO : EPOCH 19 - PROGRESS: at 13.78% examples, 722595 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:50,365 : INFO : EPOCH 19 - PROGRESS: at 14.14% examples, 722368 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:51,366 : INFO : EPOCH 19 - PROGRESS: at 14.48% examples, 722291 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:52,369 : INFO : EPOCH 19 - PROGRESS: at 14.80% examples, 721048 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:53,374 : INFO : EPOCH 19 - PROGRESS: at 15.14% examples, 719492 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:54,388 : INFO : EPOCH 19 - PROGRESS: at 15.45% examples, 718185 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:55,411 : INFO : EPOCH 19 - PROGRESS: at 15.77% examples, 716700 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:56,429 : INFO : EPOCH 19 - PROGRESS: at 16.08% examples, 715619 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:57,446 : INFO : EPOCH 19 - PROGRESS: at 16.40% examples, 714397 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:58,449 : INFO : EPOCH 19 - PROGRESS: at 16.74% examples, 713033 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:52:59,470 : INFO : EPOCH 19 - PROGRESS: at 17.07% examples, 711769 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:00,471 : INFO : EPOCH 19 - PROGRESS: at 17.40% examples, 710618 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:01,478 : INFO : EPOCH 19 - PROGRESS: at 17.71% examples, 709662 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:02,495 : INFO : EPOCH 19 - PROGRESS: at 18.02% examples, 708823 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:03,506 : INFO : EPOCH 19 - PROGRESS: at 18.34% examples, 707896 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:04,511 : INFO : EPOCH 19 - PROGRESS: at 18.65% examples, 706983 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:05,516 : INFO : EPOCH 19 - PROGRESS: at 18.97% examples, 706003 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:06,521 : INFO : EPOCH 19 - PROGRESS: at 19.33% examples, 705121 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:53:07,524 : INFO : EPOCH 19 - PROGRESS: at 19.67% examples, 704196 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:08,527 : INFO : EPOCH 19 - PROGRESS: at 19.98% examples, 703634 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:09,538 : INFO : EPOCH 19 - PROGRESS: at 20.30% examples, 702828 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:53:10,564 : INFO : EPOCH 19 - PROGRESS: at 20.64% examples, 701788 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:11,577 : INFO : EPOCH 19 - PROGRESS: at 20.96% examples, 700995 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:12,580 : INFO : EPOCH 19 - PROGRESS: at 21.25% examples, 700472 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:13,581 : INFO : EPOCH 19 - PROGRESS: at 21.56% examples, 699757 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:14,582 : INFO : EPOCH 19 - PROGRESS: at 21.86% examples, 699124 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:53:15,584 : INFO : EPOCH 19 - PROGRESS: at 22.18% examples, 698576 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:16,601 : INFO : EPOCH 19 - PROGRESS: at 22.49% examples, 697887 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:17,607 : INFO : EPOCH 19 - PROGRESS: at 22.82% examples, 697528 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:18,626 : INFO : EPOCH 19 - PROGRESS: at 23.16% examples, 696775 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:19,632 : INFO : EPOCH 19 - PROGRESS: at 23.48% examples, 696272 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:20,636 : INFO : EPOCH 19 - PROGRESS: at 23.80% examples, 695786 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:21,669 : INFO : EPOCH 19 - PROGRESS: at 24.10% examples, 695304 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:22,670 : INFO : EPOCH 19 - PROGRESS: at 24.41% examples, 695132 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:23,672 : INFO : EPOCH 19 - PROGRESS: at 24.73% examples, 694590 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:24,678 : INFO : EPOCH 19 - PROGRESS: at 25.06% examples, 694126 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:53:25,683 : INFO : EPOCH 19 - PROGRESS: at 25.38% examples, 693644 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:26,685 : INFO : EPOCH 19 - PROGRESS: at 25.71% examples, 693276 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:27,711 : INFO : EPOCH 19 - PROGRESS: at 26.03% examples, 692680 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:28,712 : INFO : EPOCH 19 - PROGRESS: at 26.36% examples, 692291 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:29,713 : INFO : EPOCH 19 - PROGRESS: at 26.68% examples, 691889 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:30,723 : INFO : EPOCH 19 - PROGRESS: at 26.99% examples, 691443 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:31,725 : INFO : EPOCH 19 - PROGRESS: at 27.30% examples, 691107 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:32,733 : INFO : EPOCH 19 - PROGRESS: at 27.63% examples, 690723 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:33,737 : INFO : EPOCH 19 - PROGRESS: at 27.96% examples, 690260 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:34,746 : INFO : EPOCH 19 - PROGRESS: at 28.29% examples, 689817 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:53:35,749 : INFO : EPOCH 19 - PROGRESS: at 28.61% examples, 689467 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:36,763 : INFO : EPOCH 19 - PROGRESS: at 28.91% examples, 689005 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:37,771 : INFO : EPOCH 19 - PROGRESS: at 29.23% examples, 688753 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:53:38,777 : INFO : EPOCH 19 - PROGRESS: at 29.57% examples, 688399 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:39,782 : INFO : EPOCH 19 - PROGRESS: at 29.89% examples, 688043 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:40,803 : INFO : EPOCH 19 - PROGRESS: at 30.24% examples, 687568 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:53:41,811 : INFO : EPOCH 19 - PROGRESS: at 30.58% examples, 687319 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:42,816 : INFO : EPOCH 19 - PROGRESS: at 30.90% examples, 686926 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:53:43,818 : INFO : EPOCH 19 - PROGRESS: at 31.21% examples, 686602 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:44,821 : INFO : EPOCH 19 - PROGRESS: at 31.52% examples, 686271 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:45,831 : INFO : EPOCH 19 - PROGRESS: at 31.82% examples, 685896 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:46,837 : INFO : EPOCH 19 - PROGRESS: at 32.15% examples, 685648 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:47,841 : INFO : EPOCH 19 - PROGRESS: at 32.49% examples, 685332 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:48,865 : INFO : EPOCH 19 - PROGRESS: at 32.83% examples, 684947 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:49,875 : INFO : EPOCH 19 - PROGRESS: at 33.16% examples, 684790 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:50,892 : INFO : EPOCH 19 - PROGRESS: at 33.48% examples, 684462 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:51,893 : INFO : EPOCH 19 - PROGRESS: at 33.79% examples, 684299 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:52,907 : INFO : EPOCH 19 - PROGRESS: at 34.10% examples, 684044 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:53,913 : INFO : EPOCH 19 - PROGRESS: at 34.42% examples, 683806 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:54,922 : INFO : EPOCH 19 - PROGRESS: at 34.76% examples, 683567 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:55,941 : INFO : EPOCH 19 - PROGRESS: at 35.09% examples, 683266 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:56,962 : INFO : EPOCH 19 - PROGRESS: at 35.44% examples, 682965 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:57,971 : INFO : EPOCH 19 - PROGRESS: at 35.75% examples, 682744 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:58,979 : INFO : EPOCH 19 - PROGRESS: at 36.07% examples, 682472 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:53:59,991 : INFO : EPOCH 19 - PROGRESS: at 36.40% examples, 682223 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:00,992 : INFO : EPOCH 19 - PROGRESS: at 36.69% examples, 682094 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:01,997 : INFO : EPOCH 19 - PROGRESS: at 37.03% examples, 681794 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:03,013 : INFO : EPOCH 19 - PROGRESS: at 37.36% examples, 681539 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:04,014 : INFO : EPOCH 19 - PROGRESS: at 37.67% examples, 681386 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:05,021 : INFO : EPOCH 19 - PROGRESS: at 37.96% examples, 681160 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:54:06,025 : INFO : EPOCH 19 - PROGRESS: at 38.27% examples, 680941 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:07,034 : INFO : EPOCH 19 - PROGRESS: at 38.59% examples, 680753 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:08,037 : INFO : EPOCH 19 - PROGRESS: at 38.89% examples, 680627 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:09,052 : INFO : EPOCH 19 - PROGRESS: at 39.24% examples, 680327 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:10,057 : INFO : EPOCH 19 - PROGRESS: at 39.59% examples, 680077 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:11,078 : INFO : EPOCH 19 - PROGRESS: at 39.91% examples, 679941 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:54:12,091 : INFO : EPOCH 19 - PROGRESS: at 40.24% examples, 679752 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:54:13,115 : INFO : EPOCH 19 - PROGRESS: at 40.53% examples, 679583 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:14,118 : INFO : EPOCH 19 - PROGRESS: at 40.88% examples, 679472 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:15,125 : INFO : EPOCH 19 - PROGRESS: at 41.19% examples, 679279 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:54:16,125 : INFO : EPOCH 19 - PROGRESS: at 41.52% examples, 679157 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:17,126 : INFO : EPOCH 19 - PROGRESS: at 41.85% examples, 678921 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:18,132 : INFO : EPOCH 19 - PROGRESS: at 42.18% examples, 678739 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:19,138 : INFO : EPOCH 19 - PROGRESS: at 42.49% examples, 678569 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:20,165 : INFO : EPOCH 19 - PROGRESS: at 42.81% examples, 678189 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:54:21,189 : INFO : EPOCH 19 - PROGRESS: at 43.14% examples, 677807 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:22,207 : INFO : EPOCH 19 - PROGRESS: at 43.43% examples, 677358 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:23,221 : INFO : EPOCH 19 - PROGRESS: at 43.73% examples, 676941 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:24,223 : INFO : EPOCH 19 - PROGRESS: at 44.01% examples, 676071 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:25,225 : INFO : EPOCH 19 - PROGRESS: at 44.32% examples, 675603 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:26,246 : INFO : EPOCH 19 - PROGRESS: at 44.67% examples, 675960 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:27,249 : INFO : EPOCH 19 - PROGRESS: at 45.03% examples, 676313 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:28,253 : INFO : EPOCH 19 - PROGRESS: at 45.37% examples, 676642 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:29,258 : INFO : EPOCH 19 - PROGRESS: at 45.71% examples, 677006 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:30,259 : INFO : EPOCH 19 - PROGRESS: at 46.07% examples, 677292 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:54:31,270 : INFO : EPOCH 19 - PROGRESS: at 46.43% examples, 677656 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:54:32,277 : INFO : EPOCH 19 - PROGRESS: at 46.81% examples, 678017 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:33,280 : INFO : EPOCH 19 - PROGRESS: at 47.16% examples, 678371 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:54:34,280 : INFO : EPOCH 19 - PROGRESS: at 47.52% examples, 678654 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:35,285 : INFO : EPOCH 19 - PROGRESS: at 47.85% examples, 678934 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:36,285 : INFO : EPOCH 19 - PROGRESS: at 48.22% examples, 679226 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:54:37,291 : INFO : EPOCH 19 - PROGRESS: at 48.55% examples, 679480 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:38,297 : INFO : EPOCH 19 - PROGRESS: at 48.91% examples, 679742 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:39,300 : INFO : EPOCH 19 - PROGRESS: at 49.28% examples, 680040 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:40,302 : INFO : EPOCH 19 - PROGRESS: at 49.62% examples, 680269 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:41,318 : INFO : EPOCH 19 - PROGRESS: at 49.98% examples, 680618 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:42,330 : INFO : EPOCH 19 - PROGRESS: at 50.31% examples, 680913 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:43,343 : INFO : EPOCH 19 - PROGRESS: at 50.66% examples, 681274 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:44,345 : INFO : EPOCH 19 - PROGRESS: at 51.00% examples, 681588 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:54:45,350 : INFO : EPOCH 19 - PROGRESS: at 51.36% examples, 681797 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:46,357 : INFO : EPOCH 19 - PROGRESS: at 51.70% examples, 682071 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:47,362 : INFO : EPOCH 19 - PROGRESS: at 52.04% examples, 682327 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:48,363 : INFO : EPOCH 19 - PROGRESS: at 52.40% examples, 682618 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:49,368 : INFO : EPOCH 19 - PROGRESS: at 52.74% examples, 682850 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:54:50,373 : INFO : EPOCH 19 - PROGRESS: at 53.09% examples, 683123 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:51,382 : INFO : EPOCH 19 - PROGRESS: at 53.46% examples, 683349 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:52,392 : INFO : EPOCH 19 - PROGRESS: at 53.79% examples, 683575 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:53,398 : INFO : EPOCH 19 - PROGRESS: at 54.15% examples, 683791 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:54,402 : INFO : EPOCH 19 - PROGRESS: at 54.52% examples, 683999 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:55,404 : INFO : EPOCH 19 - PROGRESS: at 54.86% examples, 684228 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:56,418 : INFO : EPOCH 19 - PROGRESS: at 55.20% examples, 684522 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:57,422 : INFO : EPOCH 19 - PROGRESS: at 55.56% examples, 684826 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:54:58,425 : INFO : EPOCH 19 - PROGRESS: at 55.88% examples, 685008 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:54:59,429 : INFO : EPOCH 19 - PROGRESS: at 56.21% examples, 685280 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:55:00,430 : INFO : EPOCH 19 - PROGRESS: at 56.56% examples, 685475 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:01,436 : INFO : EPOCH 19 - PROGRESS: at 56.90% examples, 685664 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:02,441 : INFO : EPOCH 19 - PROGRESS: at 57.28% examples, 685784 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:03,441 : INFO : EPOCH 19 - PROGRESS: at 57.64% examples, 686031 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:04,449 : INFO : EPOCH 19 - PROGRESS: at 58.02% examples, 686179 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:05,454 : INFO : EPOCH 19 - PROGRESS: at 58.41% examples, 686449 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:06,473 : INFO : EPOCH 19 - PROGRESS: at 58.77% examples, 686623 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:55:07,476 : INFO : EPOCH 19 - PROGRESS: at 59.14% examples, 686836 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:08,480 : INFO : EPOCH 19 - PROGRESS: at 59.48% examples, 687024 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:09,488 : INFO : EPOCH 19 - PROGRESS: at 59.85% examples, 687158 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:10,498 : INFO : EPOCH 19 - PROGRESS: at 60.21% examples, 687359 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:11,510 : INFO : EPOCH 19 - PROGRESS: at 60.57% examples, 687524 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:12,517 : INFO : EPOCH 19 - PROGRESS: at 60.90% examples, 687745 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:55:13,525 : INFO : EPOCH 19 - PROGRESS: at 61.28% examples, 687957 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:14,527 : INFO : EPOCH 19 - PROGRESS: at 61.63% examples, 688184 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:15,533 : INFO : EPOCH 19 - PROGRESS: at 61.96% examples, 688411 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:16,533 : INFO : EPOCH 19 - PROGRESS: at 62.30% examples, 688614 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:17,534 : INFO : EPOCH 19 - PROGRESS: at 62.64% examples, 688781 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:18,536 : INFO : EPOCH 19 - PROGRESS: at 62.98% examples, 689004 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:19,555 : INFO : EPOCH 19 - PROGRESS: at 63.35% examples, 689146 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:20,559 : INFO : EPOCH 19 - PROGRESS: at 63.70% examples, 689403 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:21,574 : INFO : EPOCH 19 - PROGRESS: at 64.04% examples, 689548 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:22,594 : INFO : EPOCH 19 - PROGRESS: at 64.39% examples, 689745 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:23,598 : INFO : EPOCH 19 - PROGRESS: at 64.75% examples, 689956 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:24,599 : INFO : EPOCH 19 - PROGRESS: at 65.11% examples, 690105 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:25,603 : INFO : EPOCH 19 - PROGRESS: at 65.48% examples, 690223 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:26,606 : INFO : EPOCH 19 - PROGRESS: at 65.84% examples, 690354 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:55:27,606 : INFO : EPOCH 19 - PROGRESS: at 66.18% examples, 690569 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:28,609 : INFO : EPOCH 19 - PROGRESS: at 66.52% examples, 690720 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:29,617 : INFO : EPOCH 19 - PROGRESS: at 66.86% examples, 690927 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:30,627 : INFO : EPOCH 19 - PROGRESS: at 67.24% examples, 691117 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:31,635 : INFO : EPOCH 19 - PROGRESS: at 67.60% examples, 691237 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:32,653 : INFO : EPOCH 19 - PROGRESS: at 67.97% examples, 691383 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:33,675 : INFO : EPOCH 19 - PROGRESS: at 68.34% examples, 691503 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:34,686 : INFO : EPOCH 19 - PROGRESS: at 68.71% examples, 691652 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:35,697 : INFO : EPOCH 19 - PROGRESS: at 69.07% examples, 691822 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:36,704 : INFO : EPOCH 19 - PROGRESS: at 69.41% examples, 691995 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:37,706 : INFO : EPOCH 19 - PROGRESS: at 69.79% examples, 692205 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:38,708 : INFO : EPOCH 19 - PROGRESS: at 70.13% examples, 692321 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:39,720 : INFO : EPOCH 19 - PROGRESS: at 70.49% examples, 692466 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:40,735 : INFO : EPOCH 19 - PROGRESS: at 70.83% examples, 692600 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:41,741 : INFO : EPOCH 19 - PROGRESS: at 71.18% examples, 692740 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:42,743 : INFO : EPOCH 19 - PROGRESS: at 71.54% examples, 692864 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:55:43,748 : INFO : EPOCH 19 - PROGRESS: at 71.90% examples, 692963 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:55:44,758 : INFO : EPOCH 19 - PROGRESS: at 72.22% examples, 693097 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:55:45,766 : INFO : EPOCH 19 - PROGRESS: at 72.57% examples, 693244 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:46,784 : INFO : EPOCH 19 - PROGRESS: at 72.93% examples, 693392 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:47,787 : INFO : EPOCH 19 - PROGRESS: at 73.27% examples, 693549 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:48,788 : INFO : EPOCH 19 - PROGRESS: at 73.60% examples, 693703 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:49,789 : INFO : EPOCH 19 - PROGRESS: at 73.95% examples, 693813 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:50,796 : INFO : EPOCH 19 - PROGRESS: at 74.30% examples, 693972 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:51,800 : INFO : EPOCH 19 - PROGRESS: at 74.64% examples, 694077 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:52,801 : INFO : EPOCH 19 - PROGRESS: at 74.97% examples, 694170 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:53,809 : INFO : EPOCH 19 - PROGRESS: at 75.32% examples, 694354 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:54,809 : INFO : EPOCH 19 - PROGRESS: at 75.67% examples, 694449 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:55:55,823 : INFO : EPOCH 19 - PROGRESS: at 76.04% examples, 694591 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:56,826 : INFO : EPOCH 19 - PROGRESS: at 76.39% examples, 694745 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:57,826 : INFO : EPOCH 19 - PROGRESS: at 76.74% examples, 694914 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:58,839 : INFO : EPOCH 19 - PROGRESS: at 77.08% examples, 695072 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:55:59,854 : INFO : EPOCH 19 - PROGRESS: at 77.41% examples, 695183 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:00,863 : INFO : EPOCH 19 - PROGRESS: at 77.77% examples, 695219 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:01,867 : INFO : EPOCH 19 - PROGRESS: at 78.12% examples, 695376 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:02,886 : INFO : EPOCH 19 - PROGRESS: at 78.49% examples, 695460 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:03,892 : INFO : EPOCH 19 - PROGRESS: at 78.83% examples, 695630 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:04,898 : INFO : EPOCH 19 - PROGRESS: at 79.19% examples, 695754 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:05,901 : INFO : EPOCH 19 - PROGRESS: at 79.54% examples, 695905 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:06,909 : INFO : EPOCH 19 - PROGRESS: at 79.92% examples, 696014 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:07,917 : INFO : EPOCH 19 - PROGRESS: at 80.24% examples, 696115 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:08,923 : INFO : EPOCH 19 - PROGRESS: at 80.56% examples, 696284 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:09,924 : INFO : EPOCH 19 - PROGRESS: at 80.91% examples, 696336 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:10,929 : INFO : EPOCH 19 - PROGRESS: at 81.28% examples, 696491 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:11,935 : INFO : EPOCH 19 - PROGRESS: at 81.61% examples, 696649 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:12,940 : INFO : EPOCH 19 - PROGRESS: at 81.98% examples, 696731 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:13,967 : INFO : EPOCH 19 - PROGRESS: at 82.35% examples, 696774 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:14,974 : INFO : EPOCH 19 - PROGRESS: at 82.72% examples, 696895 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:56:15,976 : INFO : EPOCH 19 - PROGRESS: at 83.06% examples, 696988 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:16,985 : INFO : EPOCH 19 - PROGRESS: at 83.42% examples, 697049 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:17,988 : INFO : EPOCH 19 - PROGRESS: at 83.78% examples, 697157 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:18,991 : INFO : EPOCH 19 - PROGRESS: at 84.11% examples, 697248 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:20,000 : INFO : EPOCH 19 - PROGRESS: at 84.46% examples, 697325 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:21,008 : INFO : EPOCH 19 - PROGRESS: at 84.83% examples, 697407 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:22,024 : INFO : EPOCH 19 - PROGRESS: at 85.21% examples, 697513 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:23,031 : INFO : EPOCH 19 - PROGRESS: at 85.55% examples, 697628 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:24,035 : INFO : EPOCH 19 - PROGRESS: at 85.90% examples, 697721 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:25,037 : INFO : EPOCH 19 - PROGRESS: at 86.23% examples, 697832 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:26,038 : INFO : EPOCH 19 - PROGRESS: at 86.58% examples, 697926 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:27,040 : INFO : EPOCH 19 - PROGRESS: at 86.95% examples, 698086 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:28,041 : INFO : EPOCH 19 - PROGRESS: at 87.30% examples, 698144 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:29,044 : INFO : EPOCH 19 - PROGRESS: at 87.65% examples, 698272 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:30,056 : INFO : EPOCH 19 - PROGRESS: at 88.00% examples, 698360 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:31,061 : INFO : EPOCH 19 - PROGRESS: at 88.34% examples, 698488 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:32,062 : INFO : EPOCH 19 - PROGRESS: at 88.67% examples, 698607 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:33,063 : INFO : EPOCH 19 - PROGRESS: at 89.01% examples, 698746 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:34,079 : INFO : EPOCH 19 - PROGRESS: at 89.36% examples, 698769 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:35,099 : INFO : EPOCH 19 - PROGRESS: at 89.72% examples, 698882 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:36,100 : INFO : EPOCH 19 - PROGRESS: at 90.04% examples, 699007 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:37,101 : INFO : EPOCH 19 - PROGRESS: at 90.39% examples, 699083 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:38,106 : INFO : EPOCH 19 - PROGRESS: at 90.72% examples, 699165 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:39,112 : INFO : EPOCH 19 - PROGRESS: at 91.04% examples, 699268 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:40,114 : INFO : EPOCH 19 - PROGRESS: at 91.40% examples, 699399 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:56:41,122 : INFO : EPOCH 19 - PROGRESS: at 91.75% examples, 699447 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:42,127 : INFO : EPOCH 19 - PROGRESS: at 92.06% examples, 699566 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:43,133 : INFO : EPOCH 19 - PROGRESS: at 92.45% examples, 699644 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:44,137 : INFO : EPOCH 19 - PROGRESS: at 92.80% examples, 699724 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:45,157 : INFO : EPOCH 19 - PROGRESS: at 93.15% examples, 699810 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:46,167 : INFO : EPOCH 19 - PROGRESS: at 93.48% examples, 699966 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:47,184 : INFO : EPOCH 19 - PROGRESS: at 93.83% examples, 700030 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:48,193 : INFO : EPOCH 19 - PROGRESS: at 94.18% examples, 700139 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:56:49,196 : INFO : EPOCH 19 - PROGRESS: at 94.53% examples, 700188 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:50,201 : INFO : EPOCH 19 - PROGRESS: at 94.89% examples, 700277 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:51,207 : INFO : EPOCH 19 - PROGRESS: at 95.22% examples, 700351 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:56:52,215 : INFO : EPOCH 19 - PROGRESS: at 95.57% examples, 700450 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:53,222 : INFO : EPOCH 19 - PROGRESS: at 95.94% examples, 700527 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:54,235 : INFO : EPOCH 19 - PROGRESS: at 96.28% examples, 700603 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:55,238 : INFO : EPOCH 19 - PROGRESS: at 96.66% examples, 700672 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:56,240 : INFO : EPOCH 19 - PROGRESS: at 97.02% examples, 700747 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:57,247 : INFO : EPOCH 19 - PROGRESS: at 97.35% examples, 700843 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:58,259 : INFO : EPOCH 19 - PROGRESS: at 97.72% examples, 700943 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:56:59,265 : INFO : EPOCH 19 - PROGRESS: at 98.07% examples, 700921 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:00,269 : INFO : EPOCH 19 - PROGRESS: at 98.43% examples, 700896 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:01,274 : INFO : EPOCH 19 - PROGRESS: at 98.76% examples, 700867 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:02,280 : INFO : EPOCH 19 - PROGRESS: at 99.11% examples, 700850 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:03,287 : INFO : EPOCH 19 - PROGRESS: at 99.48% examples, 700725 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:04,299 : INFO : EPOCH 19 - PROGRESS: at 99.76% examples, 700351 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:05,003 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 17:57:05,011 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 17:57:05,016 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 17:57:05,029 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 17:57:05,030 : INFO : EPOCH - 19 : training on 266822167 raw words (207264906 effective words) took 296.0s, 700220 effective words/s
2020-07-24 17:57:06,043 : INFO : EPOCH 20 - PROGRESS: at 0.33% examples, 722368 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:07,062 : INFO : EPOCH 20 - PROGRESS: at 0.68% examples, 718078 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:08,075 : INFO : EPOCH 20 - PROGRESS: at 1.03% examples, 722918 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:09,078 : INFO : EPOCH 20 - PROGRESS: at 1.38% examples, 720882 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:10,087 : INFO : EPOCH 20 - PROGRESS: at 1.72% examples, 722521 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:11,090 : INFO : EPOCH 20 - PROGRESS: at 2.07% examples, 721365 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:12,110 : INFO : EPOCH 20 - PROGRESS: at 2.42% examples, 721250 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:13,120 : INFO : EPOCH 20 - PROGRESS: at 2.75% examples, 721860 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:14,122 : INFO : EPOCH 20 - PROGRESS: at 3.08% examples, 723367 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:15,122 : INFO : EPOCH 20 - PROGRESS: at 3.42% examples, 723051 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:16,139 : INFO : EPOCH 20 - PROGRESS: at 3.75% examples, 721982 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:17,145 : INFO : EPOCH 20 - PROGRESS: at 4.10% examples, 723088 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:18,148 : INFO : EPOCH 20 - PROGRESS: at 4.43% examples, 723342 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:19,150 : INFO : EPOCH 20 - PROGRESS: at 4.80% examples, 722741 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:20,150 : INFO : EPOCH 20 - PROGRESS: at 5.15% examples, 722756 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:21,174 : INFO : EPOCH 20 - PROGRESS: at 5.48% examples, 722373 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:22,185 : INFO : EPOCH 20 - PROGRESS: at 5.82% examples, 722442 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:23,193 : INFO : EPOCH 20 - PROGRESS: at 6.18% examples, 722725 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:57:24,205 : INFO : EPOCH 20 - PROGRESS: at 6.54% examples, 722651 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:25,207 : INFO : EPOCH 20 - PROGRESS: at 6.86% examples, 722496 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:26,213 : INFO : EPOCH 20 - PROGRESS: at 7.21% examples, 722724 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:57:27,215 : INFO : EPOCH 20 - PROGRESS: at 7.52% examples, 722524 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:57:28,229 : INFO : EPOCH 20 - PROGRESS: at 7.86% examples, 722438 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:29,244 : INFO : EPOCH 20 - PROGRESS: at 8.19% examples, 722244 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:30,244 : INFO : EPOCH 20 - PROGRESS: at 8.55% examples, 722986 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:31,249 : INFO : EPOCH 20 - PROGRESS: at 8.90% examples, 722665 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:32,256 : INFO : EPOCH 20 - PROGRESS: at 9.25% examples, 722704 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:33,261 : INFO : EPOCH 20 - PROGRESS: at 9.60% examples, 722947 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:34,271 : INFO : EPOCH 20 - PROGRESS: at 9.94% examples, 723184 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:35,271 : INFO : EPOCH 20 - PROGRESS: at 10.28% examples, 723478 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:57:36,273 : INFO : EPOCH 20 - PROGRESS: at 10.62% examples, 723287 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:37,283 : INFO : EPOCH 20 - PROGRESS: at 10.95% examples, 723605 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:38,290 : INFO : EPOCH 20 - PROGRESS: at 11.31% examples, 723579 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:39,308 : INFO : EPOCH 20 - PROGRESS: at 11.66% examples, 723427 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:40,317 : INFO : EPOCH 20 - PROGRESS: at 12.01% examples, 723502 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:41,321 : INFO : EPOCH 20 - PROGRESS: at 12.36% examples, 723554 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:42,323 : INFO : EPOCH 20 - PROGRESS: at 12.72% examples, 723608 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:43,326 : INFO : EPOCH 20 - PROGRESS: at 13.07% examples, 723251 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:44,328 : INFO : EPOCH 20 - PROGRESS: at 13.43% examples, 723366 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:45,328 : INFO : EPOCH 20 - PROGRESS: at 13.78% examples, 723478 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:46,353 : INFO : EPOCH 20 - PROGRESS: at 14.15% examples, 723251 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:47,361 : INFO : EPOCH 20 - PROGRESS: at 14.49% examples, 723328 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:48,362 : INFO : EPOCH 20 - PROGRESS: at 14.85% examples, 723666 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:49,366 : INFO : EPOCH 20 - PROGRESS: at 15.22% examples, 723457 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:50,368 : INFO : EPOCH 20 - PROGRESS: at 15.55% examples, 723326 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:51,377 : INFO : EPOCH 20 - PROGRESS: at 15.90% examples, 723265 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:52,378 : INFO : EPOCH 20 - PROGRESS: at 16.22% examples, 723341 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:53,379 : INFO : EPOCH 20 - PROGRESS: at 16.60% examples, 723013 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:54,380 : INFO : EPOCH 20 - PROGRESS: at 16.96% examples, 723041 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:55,385 : INFO : EPOCH 20 - PROGRESS: at 17.32% examples, 722975 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:56,389 : INFO : EPOCH 20 - PROGRESS: at 17.66% examples, 723109 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:57,393 : INFO : EPOCH 20 - PROGRESS: at 18.00% examples, 723167 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:58,404 : INFO : EPOCH 20 - PROGRESS: at 18.35% examples, 723027 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:57:59,419 : INFO : EPOCH 20 - PROGRESS: at 18.70% examples, 722845 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:00,419 : INFO : EPOCH 20 - PROGRESS: at 19.06% examples, 722752 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:01,419 : INFO : EPOCH 20 - PROGRESS: at 19.44% examples, 722493 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:02,424 : INFO : EPOCH 20 - PROGRESS: at 19.79% examples, 722434 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:58:03,429 : INFO : EPOCH 20 - PROGRESS: at 20.13% examples, 722443 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:04,432 : INFO : EPOCH 20 - PROGRESS: at 20.49% examples, 722461 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:05,435 : INFO : EPOCH 20 - PROGRESS: at 20.86% examples, 722464 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:06,445 : INFO : EPOCH 20 - PROGRESS: at 21.18% examples, 722500 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:07,454 : INFO : EPOCH 20 - PROGRESS: at 21.53% examples, 722554 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:08,455 : INFO : EPOCH 20 - PROGRESS: at 21.86% examples, 722578 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:09,462 : INFO : EPOCH 20 - PROGRESS: at 22.21% examples, 722565 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:10,466 : INFO : EPOCH 20 - PROGRESS: at 22.55% examples, 722662 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:11,469 : INFO : EPOCH 20 - PROGRESS: at 22.92% examples, 722780 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:12,482 : INFO : EPOCH 20 - PROGRESS: at 23.28% examples, 722480 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:13,488 : INFO : EPOCH 20 - PROGRESS: at 23.60% examples, 721522 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:14,490 : INFO : EPOCH 20 - PROGRESS: at 23.90% examples, 720753 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:15,493 : INFO : EPOCH 20 - PROGRESS: at 24.20% examples, 720028 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:58:16,507 : INFO : EPOCH 20 - PROGRESS: at 24.51% examples, 719223 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:17,515 : INFO : EPOCH 20 - PROGRESS: at 24.85% examples, 718321 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:18,518 : INFO : EPOCH 20 - PROGRESS: at 25.16% examples, 717448 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:19,531 : INFO : EPOCH 20 - PROGRESS: at 25.50% examples, 716579 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:20,550 : INFO : EPOCH 20 - PROGRESS: at 25.82% examples, 715820 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:21,560 : INFO : EPOCH 20 - PROGRESS: at 26.14% examples, 715081 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:22,574 : INFO : EPOCH 20 - PROGRESS: at 26.47% examples, 714378 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:23,592 : INFO : EPOCH 20 - PROGRESS: at 26.79% examples, 713716 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:24,600 : INFO : EPOCH 20 - PROGRESS: at 27.09% examples, 713036 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:25,610 : INFO : EPOCH 20 - PROGRESS: at 27.42% examples, 712377 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:26,613 : INFO : EPOCH 20 - PROGRESS: at 27.76% examples, 711666 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:27,614 : INFO : EPOCH 20 - PROGRESS: at 28.07% examples, 711049 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:28,619 : INFO : EPOCH 20 - PROGRESS: at 28.39% examples, 710391 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:29,619 : INFO : EPOCH 20 - PROGRESS: at 28.71% examples, 709810 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:58:30,620 : INFO : EPOCH 20 - PROGRESS: at 29.02% examples, 709182 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:31,632 : INFO : EPOCH 20 - PROGRESS: at 29.36% examples, 708480 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:32,642 : INFO : EPOCH 20 - PROGRESS: at 29.69% examples, 707962 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:33,650 : INFO : EPOCH 20 - PROGRESS: at 30.01% examples, 707436 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:34,662 : INFO : EPOCH 20 - PROGRESS: at 30.37% examples, 706833 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:35,662 : INFO : EPOCH 20 - PROGRESS: at 30.70% examples, 706260 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:36,666 : INFO : EPOCH 20 - PROGRESS: at 31.03% examples, 705581 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:37,677 : INFO : EPOCH 20 - PROGRESS: at 31.32% examples, 705099 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:58:38,683 : INFO : EPOCH 20 - PROGRESS: at 31.63% examples, 704545 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:39,684 : INFO : EPOCH 20 - PROGRESS: at 31.93% examples, 704076 words/s, in_qsize 6, out_qsize 1
2020-07-24 17:58:40,688 : INFO : EPOCH 20 - PROGRESS: at 32.28% examples, 703571 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:41,695 : INFO : EPOCH 20 - PROGRESS: at 32.62% examples, 703082 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:42,698 : INFO : EPOCH 20 - PROGRESS: at 32.94% examples, 702572 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:43,712 : INFO : EPOCH 20 - PROGRESS: at 33.26% examples, 702097 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:44,720 : INFO : EPOCH 20 - PROGRESS: at 33.58% examples, 701659 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:45,726 : INFO : EPOCH 20 - PROGRESS: at 33.89% examples, 701237 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:46,727 : INFO : EPOCH 20 - PROGRESS: at 34.20% examples, 700870 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:47,727 : INFO : EPOCH 20 - PROGRESS: at 34.51% examples, 700409 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:48,727 : INFO : EPOCH 20 - PROGRESS: at 34.86% examples, 700059 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:49,729 : INFO : EPOCH 20 - PROGRESS: at 35.18% examples, 699641 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:50,741 : INFO : EPOCH 20 - PROGRESS: at 35.53% examples, 699195 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:51,774 : INFO : EPOCH 20 - PROGRESS: at 35.85% examples, 698738 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:52,776 : INFO : EPOCH 20 - PROGRESS: at 36.18% examples, 698414 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:53,790 : INFO : EPOCH 20 - PROGRESS: at 36.48% examples, 697966 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:58:54,793 : INFO : EPOCH 20 - PROGRESS: at 36.81% examples, 697615 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:55,802 : INFO : EPOCH 20 - PROGRESS: at 37.13% examples, 697234 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:56,807 : INFO : EPOCH 20 - PROGRESS: at 37.46% examples, 696823 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:57,815 : INFO : EPOCH 20 - PROGRESS: at 37.75% examples, 696486 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:58,823 : INFO : EPOCH 20 - PROGRESS: at 38.05% examples, 696171 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:58:59,825 : INFO : EPOCH 20 - PROGRESS: at 38.38% examples, 695826 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:00,827 : INFO : EPOCH 20 - PROGRESS: at 38.67% examples, 695511 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:01,842 : INFO : EPOCH 20 - PROGRESS: at 39.00% examples, 695245 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:02,843 : INFO : EPOCH 20 - PROGRESS: at 39.34% examples, 694831 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:03,860 : INFO : EPOCH 20 - PROGRESS: at 39.69% examples, 694479 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:04,867 : INFO : EPOCH 20 - PROGRESS: at 40.01% examples, 694131 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:59:05,872 : INFO : EPOCH 20 - PROGRESS: at 40.32% examples, 693858 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:06,876 : INFO : EPOCH 20 - PROGRESS: at 40.63% examples, 693536 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:07,877 : INFO : EPOCH 20 - PROGRESS: at 40.96% examples, 693298 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:08,887 : INFO : EPOCH 20 - PROGRESS: at 41.28% examples, 692997 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:09,894 : INFO : EPOCH 20 - PROGRESS: at 41.61% examples, 692701 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:10,901 : INFO : EPOCH 20 - PROGRESS: at 41.94% examples, 692423 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:11,904 : INFO : EPOCH 20 - PROGRESS: at 42.27% examples, 692058 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:12,905 : INFO : EPOCH 20 - PROGRESS: at 42.58% examples, 691836 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:13,911 : INFO : EPOCH 20 - PROGRESS: at 42.91% examples, 691579 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:14,936 : INFO : EPOCH 20 - PROGRESS: at 43.23% examples, 691202 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:15,957 : INFO : EPOCH 20 - PROGRESS: at 43.55% examples, 690942 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:16,961 : INFO : EPOCH 20 - PROGRESS: at 43.87% examples, 690728 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:17,964 : INFO : EPOCH 20 - PROGRESS: at 44.19% examples, 690453 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:18,973 : INFO : EPOCH 20 - PROGRESS: at 44.52% examples, 690165 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:19,987 : INFO : EPOCH 20 - PROGRESS: at 44.85% examples, 689900 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:20,988 : INFO : EPOCH 20 - PROGRESS: at 45.16% examples, 689623 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:21,992 : INFO : EPOCH 20 - PROGRESS: at 45.47% examples, 689437 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:23,016 : INFO : EPOCH 20 - PROGRESS: at 45.79% examples, 689189 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:24,026 : INFO : EPOCH 20 - PROGRESS: at 46.11% examples, 688947 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:25,027 : INFO : EPOCH 20 - PROGRESS: at 46.44% examples, 688692 words/s, in_qsize 8, out_qsize 0
2020-07-24 17:59:26,042 : INFO : EPOCH 20 - PROGRESS: at 46.78% examples, 688439 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:27,057 : INFO : EPOCH 20 - PROGRESS: at 47.11% examples, 688264 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:28,061 : INFO : EPOCH 20 - PROGRESS: at 47.42% examples, 688129 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:29,078 : INFO : EPOCH 20 - PROGRESS: at 47.74% examples, 687820 words/s, in_qsize 8, out_qsize 1
2020-07-24 17:59:30,086 : INFO : EPOCH 20 - PROGRESS: at 48.06% examples, 687640 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:31,105 : INFO : EPOCH 20 - PROGRESS: at 48.39% examples, 687422 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:32,116 : INFO : EPOCH 20 - PROGRESS: at 48.70% examples, 687162 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:33,145 : INFO : EPOCH 20 - PROGRESS: at 49.05% examples, 686886 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:34,152 : INFO : EPOCH 20 - PROGRESS: at 49.38% examples, 686708 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:35,155 : INFO : EPOCH 20 - PROGRESS: at 49.70% examples, 686577 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:36,157 : INFO : EPOCH 20 - PROGRESS: at 50.01% examples, 686430 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:37,161 : INFO : EPOCH 20 - PROGRESS: at 50.31% examples, 686262 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:38,175 : INFO : EPOCH 20 - PROGRESS: at 50.63% examples, 686086 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:39,175 : INFO : EPOCH 20 - PROGRESS: at 50.93% examples, 685863 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:40,177 : INFO : EPOCH 20 - PROGRESS: at 51.25% examples, 685523 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:41,187 : INFO : EPOCH 20 - PROGRESS: at 51.53% examples, 685140 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:42,201 : INFO : EPOCH 20 - PROGRESS: at 51.85% examples, 684769 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:43,216 : INFO : EPOCH 20 - PROGRESS: at 52.13% examples, 684277 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:44,235 : INFO : EPOCH 20 - PROGRESS: at 52.42% examples, 683542 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:45,263 : INFO : EPOCH 20 - PROGRESS: at 52.74% examples, 683371 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:46,272 : INFO : EPOCH 20 - PROGRESS: at 53.09% examples, 683623 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:47,273 : INFO : EPOCH 20 - PROGRESS: at 53.45% examples, 683881 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:48,280 : INFO : EPOCH 20 - PROGRESS: at 53.79% examples, 684119 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:49,294 : INFO : EPOCH 20 - PROGRESS: at 54.15% examples, 684306 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:50,301 : INFO : EPOCH 20 - PROGRESS: at 54.52% examples, 684542 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:51,304 : INFO : EPOCH 20 - PROGRESS: at 54.86% examples, 684803 words/s, in_qsize 7, out_qsize 1
2020-07-24 17:59:52,307 : INFO : EPOCH 20 - PROGRESS: at 55.20% examples, 685004 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:53,310 : INFO : EPOCH 20 - PROGRESS: at 55.55% examples, 685278 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:54,326 : INFO : EPOCH 20 - PROGRESS: at 55.88% examples, 685483 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:55,336 : INFO : EPOCH 20 - PROGRESS: at 56.21% examples, 685729 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:56,341 : INFO : EPOCH 20 - PROGRESS: at 56.56% examples, 685949 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:57,343 : INFO : EPOCH 20 - PROGRESS: at 56.91% examples, 686195 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:58,345 : INFO : EPOCH 20 - PROGRESS: at 57.29% examples, 686375 words/s, in_qsize 7, out_qsize 0
2020-07-24 17:59:59,354 : INFO : EPOCH 20 - PROGRESS: at 57.64% examples, 686534 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:00:00,356 : INFO : EPOCH 20 - PROGRESS: at 58.03% examples, 686706 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:01,368 : INFO : EPOCH 20 - PROGRESS: at 58.42% examples, 686936 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:02,376 : INFO : EPOCH 20 - PROGRESS: at 58.77% examples, 687102 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:03,399 : INFO : EPOCH 20 - PROGRESS: at 59.14% examples, 687292 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:04,411 : INFO : EPOCH 20 - PROGRESS: at 59.49% examples, 687407 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:05,417 : INFO : EPOCH 20 - PROGRESS: at 59.86% examples, 687641 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:06,417 : INFO : EPOCH 20 - PROGRESS: at 60.22% examples, 687782 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:07,430 : INFO : EPOCH 20 - PROGRESS: at 60.56% examples, 687900 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:08,436 : INFO : EPOCH 20 - PROGRESS: at 60.90% examples, 688123 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:09,436 : INFO : EPOCH 20 - PROGRESS: at 61.28% examples, 688332 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:10,442 : INFO : EPOCH 20 - PROGRESS: at 61.63% examples, 688501 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:11,447 : INFO : EPOCH 20 - PROGRESS: at 61.95% examples, 688720 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:12,451 : INFO : EPOCH 20 - PROGRESS: at 62.30% examples, 688953 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:13,453 : INFO : EPOCH 20 - PROGRESS: at 62.64% examples, 689117 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:14,469 : INFO : EPOCH 20 - PROGRESS: at 62.97% examples, 689281 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:00:15,480 : INFO : EPOCH 20 - PROGRESS: at 63.35% examples, 689492 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:00:16,482 : INFO : EPOCH 20 - PROGRESS: at 63.69% examples, 689717 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:17,499 : INFO : EPOCH 20 - PROGRESS: at 64.04% examples, 689895 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:18,503 : INFO : EPOCH 20 - PROGRESS: at 64.39% examples, 690063 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:19,515 : INFO : EPOCH 20 - PROGRESS: at 64.74% examples, 690288 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:20,518 : INFO : EPOCH 20 - PROGRESS: at 65.11% examples, 690463 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:21,518 : INFO : EPOCH 20 - PROGRESS: at 65.47% examples, 690556 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:22,522 : INFO : EPOCH 20 - PROGRESS: at 65.84% examples, 690720 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:00:23,523 : INFO : EPOCH 20 - PROGRESS: at 66.16% examples, 690776 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:24,526 : INFO : EPOCH 20 - PROGRESS: at 66.50% examples, 690976 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:25,530 : INFO : EPOCH 20 - PROGRESS: at 66.85% examples, 691180 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:26,532 : INFO : EPOCH 20 - PROGRESS: at 67.22% examples, 691328 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:27,540 : INFO : EPOCH 20 - PROGRESS: at 67.58% examples, 691495 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:28,554 : INFO : EPOCH 20 - PROGRESS: at 67.95% examples, 691649 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:29,554 : INFO : EPOCH 20 - PROGRESS: at 68.32% examples, 691777 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:30,561 : INFO : EPOCH 20 - PROGRESS: at 68.69% examples, 691899 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:31,572 : INFO : EPOCH 20 - PROGRESS: at 69.04% examples, 692071 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:32,573 : INFO : EPOCH 20 - PROGRESS: at 69.39% examples, 692223 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:00:33,574 : INFO : EPOCH 20 - PROGRESS: at 69.75% examples, 692364 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:34,575 : INFO : EPOCH 20 - PROGRESS: at 70.09% examples, 692554 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:35,601 : INFO : EPOCH 20 - PROGRESS: at 70.46% examples, 692656 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:36,607 : INFO : EPOCH 20 - PROGRESS: at 70.81% examples, 692875 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:37,612 : INFO : EPOCH 20 - PROGRESS: at 71.16% examples, 692997 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:38,618 : INFO : EPOCH 20 - PROGRESS: at 71.52% examples, 693141 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:00:39,632 : INFO : EPOCH 20 - PROGRESS: at 71.88% examples, 693279 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:40,639 : INFO : EPOCH 20 - PROGRESS: at 72.21% examples, 693447 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:41,647 : INFO : EPOCH 20 - PROGRESS: at 72.55% examples, 693596 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:42,678 : INFO : EPOCH 20 - PROGRESS: at 72.92% examples, 693662 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:43,680 : INFO : EPOCH 20 - PROGRESS: at 73.25% examples, 693818 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:00:44,702 : INFO : EPOCH 20 - PROGRESS: at 73.59% examples, 693963 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:45,706 : INFO : EPOCH 20 - PROGRESS: at 73.95% examples, 694100 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:46,713 : INFO : EPOCH 20 - PROGRESS: at 74.29% examples, 694198 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:47,714 : INFO : EPOCH 20 - PROGRESS: at 74.64% examples, 694341 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:00:48,727 : INFO : EPOCH 20 - PROGRESS: at 74.97% examples, 694456 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:49,743 : INFO : EPOCH 20 - PROGRESS: at 75.32% examples, 694616 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:50,746 : INFO : EPOCH 20 - PROGRESS: at 75.68% examples, 694755 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:51,748 : INFO : EPOCH 20 - PROGRESS: at 76.04% examples, 694849 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:52,764 : INFO : EPOCH 20 - PROGRESS: at 76.39% examples, 694989 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:00:53,764 : INFO : EPOCH 20 - PROGRESS: at 76.74% examples, 695159 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:54,774 : INFO : EPOCH 20 - PROGRESS: at 77.08% examples, 695324 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:55,782 : INFO : EPOCH 20 - PROGRESS: at 77.41% examples, 695456 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:56,783 : INFO : EPOCH 20 - PROGRESS: at 77.78% examples, 695574 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:57,785 : INFO : EPOCH 20 - PROGRESS: at 78.12% examples, 695674 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:58,798 : INFO : EPOCH 20 - PROGRESS: at 78.49% examples, 695776 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:00:59,798 : INFO : EPOCH 20 - PROGRESS: at 78.83% examples, 695956 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:00,799 : INFO : EPOCH 20 - PROGRESS: at 79.19% examples, 696067 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:01,802 : INFO : EPOCH 20 - PROGRESS: at 79.53% examples, 696154 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:02,806 : INFO : EPOCH 20 - PROGRESS: at 79.91% examples, 696241 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:03,814 : INFO : EPOCH 20 - PROGRESS: at 80.23% examples, 696357 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:04,832 : INFO : EPOCH 20 - PROGRESS: at 80.55% examples, 696541 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:05,832 : INFO : EPOCH 20 - PROGRESS: at 80.90% examples, 696621 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:06,843 : INFO : EPOCH 20 - PROGRESS: at 81.27% examples, 696705 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:07,852 : INFO : EPOCH 20 - PROGRESS: at 81.61% examples, 696871 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:08,862 : INFO : EPOCH 20 - PROGRESS: at 81.97% examples, 696936 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:09,862 : INFO : EPOCH 20 - PROGRESS: at 82.34% examples, 697031 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:10,865 : INFO : EPOCH 20 - PROGRESS: at 82.71% examples, 697144 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:01:11,882 : INFO : EPOCH 20 - PROGRESS: at 83.05% examples, 697102 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:12,891 : INFO : EPOCH 20 - PROGRESS: at 83.37% examples, 696929 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:13,898 : INFO : EPOCH 20 - PROGRESS: at 83.69% examples, 696744 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:14,910 : INFO : EPOCH 20 - PROGRESS: at 84.00% examples, 696581 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:15,924 : INFO : EPOCH 20 - PROGRESS: at 84.33% examples, 696405 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:16,927 : INFO : EPOCH 20 - PROGRESS: at 84.67% examples, 696272 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:17,940 : INFO : EPOCH 20 - PROGRESS: at 85.00% examples, 696103 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:18,971 : INFO : EPOCH 20 - PROGRESS: at 85.32% examples, 695939 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:19,974 : INFO : EPOCH 20 - PROGRESS: at 85.64% examples, 695795 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:20,976 : INFO : EPOCH 20 - PROGRESS: at 85.96% examples, 695658 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:01:21,985 : INFO : EPOCH 20 - PROGRESS: at 86.26% examples, 695500 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:01:22,990 : INFO : EPOCH 20 - PROGRESS: at 86.58% examples, 695366 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:23,990 : INFO : EPOCH 20 - PROGRESS: at 86.90% examples, 695257 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:01:24,996 : INFO : EPOCH 20 - PROGRESS: at 87.23% examples, 695085 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:26,009 : INFO : EPOCH 20 - PROGRESS: at 87.55% examples, 694968 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:27,022 : INFO : EPOCH 20 - PROGRESS: at 87.87% examples, 694799 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:28,026 : INFO : EPOCH 20 - PROGRESS: at 88.18% examples, 694630 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:29,027 : INFO : EPOCH 20 - PROGRESS: at 88.48% examples, 694592 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:30,038 : INFO : EPOCH 20 - PROGRESS: at 88.79% examples, 694420 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:01:31,054 : INFO : EPOCH 20 - PROGRESS: at 89.10% examples, 694272 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:32,061 : INFO : EPOCH 20 - PROGRESS: at 89.42% examples, 694123 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:33,077 : INFO : EPOCH 20 - PROGRESS: at 89.75% examples, 693977 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:34,090 : INFO : EPOCH 20 - PROGRESS: at 90.04% examples, 693851 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:35,091 : INFO : EPOCH 20 - PROGRESS: at 90.35% examples, 693688 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:36,115 : INFO : EPOCH 20 - PROGRESS: at 90.67% examples, 693518 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:37,118 : INFO : EPOCH 20 - PROGRESS: at 90.96% examples, 693462 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:38,125 : INFO : EPOCH 20 - PROGRESS: at 91.27% examples, 693350 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:39,135 : INFO : EPOCH 20 - PROGRESS: at 91.61% examples, 693199 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:40,135 : INFO : EPOCH 20 - PROGRESS: at 91.90% examples, 693088 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:01:41,142 : INFO : EPOCH 20 - PROGRESS: at 92.23% examples, 693011 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:42,155 : INFO : EPOCH 20 - PROGRESS: at 92.56% examples, 692875 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:43,164 : INFO : EPOCH 20 - PROGRESS: at 92.86% examples, 692739 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:44,172 : INFO : EPOCH 20 - PROGRESS: at 93.19% examples, 692617 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:45,189 : INFO : EPOCH 20 - PROGRESS: at 93.49% examples, 692534 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:46,194 : INFO : EPOCH 20 - PROGRESS: at 93.81% examples, 692416 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:47,199 : INFO : EPOCH 20 - PROGRESS: at 94.13% examples, 692280 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:48,204 : INFO : EPOCH 20 - PROGRESS: at 94.45% examples, 692130 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:01:49,214 : INFO : EPOCH 20 - PROGRESS: at 94.77% examples, 692025 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:50,214 : INFO : EPOCH 20 - PROGRESS: at 95.07% examples, 691908 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:51,225 : INFO : EPOCH 20 - PROGRESS: at 95.40% examples, 691786 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:52,236 : INFO : EPOCH 20 - PROGRESS: at 95.73% examples, 691651 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:53,239 : INFO : EPOCH 20 - PROGRESS: at 96.03% examples, 691545 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:01:54,264 : INFO : EPOCH 20 - PROGRESS: at 96.36% examples, 691381 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:55,271 : INFO : EPOCH 20 - PROGRESS: at 96.70% examples, 691295 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:56,285 : INFO : EPOCH 20 - PROGRESS: at 97.03% examples, 691157 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:01:57,297 : INFO : EPOCH 20 - PROGRESS: at 97.34% examples, 691034 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:58,297 : INFO : EPOCH 20 - PROGRESS: at 97.67% examples, 690929 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:01:59,311 : INFO : EPOCH 20 - PROGRESS: at 97.98% examples, 690758 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:02:00,313 : INFO : EPOCH 20 - PROGRESS: at 98.33% examples, 690636 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:02:01,323 : INFO : EPOCH 20 - PROGRESS: at 98.65% examples, 690508 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:02:02,326 : INFO : EPOCH 20 - PROGRESS: at 98.97% examples, 690393 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:02:03,328 : INFO : EPOCH 20 - PROGRESS: at 99.30% examples, 690263 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:02:04,355 : INFO : EPOCH 20 - PROGRESS: at 99.64% examples, 690108 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:02:05,362 : INFO : EPOCH 20 - PROGRESS: at 99.98% examples, 690039 words/s, in_qsize 5, out_qsize 0
2020-07-24 18:02:05,396 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 18:02:05,397 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 18:02:05,403 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 18:02:05,424 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 18:02:05,425 : INFO : EPOCH - 20 : training on 266822167 raw words (207273476 effective words) took 300.4s, 690016 effective words/s
2020-07-24 18:02:05,425 : INFO : training on a 5336443340 raw words (4145398319 effective words) took 5906.6s, 701824 effective words/s
2020-07-24 18:02:05,426 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[12]-1595613725.426279].model, separately None
2020-07-24 18:02:05,427 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[12]-1595613725.426279].model.trainables.syn1neg.npy
2020-07-24 18:02:06,089 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[12]-1595613725.426279].model.wv.vectors.npy
2020-07-24 18:02:06,719 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[12]-1595613725.426279].model.docvecs.vectors_docs.npy
2020-07-24 18:02:08,568 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[12]-1595613725.426279].model
2020-07-24 18:02:08,569 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[12]-1595613725.426279].model
2020-07-24 18:24:13,890 : INFO : collecting all words and their counts
2020-07-24 18:24:13,927 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-24 18:24:15,350 : INFO : PROGRESS: at example #10000, processed 6593117 words (4636228/s), 33647 word types, 454451 tags
2020-07-24 18:24:16,785 : INFO : PROGRESS: at example #20000, processed 13213199 words (4615318/s), 35694 word types, 454451 tags
2020-07-24 18:24:18,229 : INFO : PROGRESS: at example #30000, processed 19831558 words (4587962/s), 37737 word types, 454451 tags
2020-07-24 18:24:19,667 : INFO : PROGRESS: at example #40000, processed 26366770 words (4547308/s), 39389 word types, 454451 tags
2020-07-24 18:24:21,163 : INFO : PROGRESS: at example #50000, processed 33142454 words (4534004/s), 40930 word types, 454451 tags
2020-07-24 18:24:22,643 : INFO : PROGRESS: at example #60000, processed 39821681 words (4513841/s), 43073 word types, 454451 tags
2020-07-24 18:24:24,112 : INFO : PROGRESS: at example #70000, processed 46485384 words (4538847/s), 44349 word types, 454451 tags
2020-07-24 18:24:25,579 : INFO : PROGRESS: at example #80000, processed 53132259 words (4535464/s), 45851 word types, 454451 tags
2020-07-24 18:24:27,033 : INFO : PROGRESS: at example #90000, processed 59715936 words (4532494/s), 47707 word types, 454451 tags
2020-07-24 18:24:28,505 : INFO : PROGRESS: at example #100000, processed 66356741 words (4513134/s), 49747 word types, 454451 tags
2020-07-24 18:24:29,957 : INFO : PROGRESS: at example #110000, processed 72915578 words (4519252/s), 51211 word types, 454451 tags
2020-07-24 18:24:31,407 : INFO : PROGRESS: at example #120000, processed 79448982 words (4509337/s), 52390 word types, 454451 tags
2020-07-24 18:24:32,899 : INFO : PROGRESS: at example #130000, processed 86152159 words (4497689/s), 53813 word types, 454451 tags
2020-07-24 18:24:34,415 : INFO : PROGRESS: at example #140000, processed 92971121 words (4499401/s), 55380 word types, 454451 tags
2020-07-24 18:24:35,906 : INFO : PROGRESS: at example #150000, processed 99675018 words (4500263/s), 57015 word types, 454451 tags
2020-07-24 18:24:37,410 : INFO : PROGRESS: at example #160000, processed 106406936 words (4479394/s), 58425 word types, 454451 tags
2020-07-24 18:24:38,916 : INFO : PROGRESS: at example #170000, processed 113168043 words (4490900/s), 59616 word types, 454451 tags
2020-07-24 18:24:40,437 : INFO : PROGRESS: at example #180000, processed 119984284 words (4485493/s), 61046 word types, 454451 tags
2020-07-24 18:24:41,939 : INFO : PROGRESS: at example #190000, processed 126716242 words (4483197/s), 62734 word types, 454451 tags
2020-07-24 18:24:43,433 : INFO : PROGRESS: at example #200000, processed 133400509 words (4477620/s), 63947 word types, 454451 tags
2020-07-24 18:24:44,896 : INFO : PROGRESS: at example #210000, processed 139944796 words (4477321/s), 65113 word types, 454451 tags
2020-07-24 18:24:46,339 : INFO : PROGRESS: at example #220000, processed 146395886 words (4473301/s), 66298 word types, 454451 tags
2020-07-24 18:24:47,793 : INFO : PROGRESS: at example #230000, processed 152899775 words (4477235/s), 67664 word types, 454451 tags
2020-07-24 18:24:49,300 : INFO : PROGRESS: at example #240000, processed 159686949 words (4504709/s), 70046 word types, 454451 tags
2020-07-24 18:24:50,790 : INFO : PROGRESS: at example #250000, processed 166411350 words (4515426/s), 72688 word types, 454451 tags
2020-07-24 18:24:52,310 : INFO : PROGRESS: at example #260000, processed 173217201 words (4482460/s), 73919 word types, 454451 tags
2020-07-24 18:24:53,763 : INFO : PROGRESS: at example #270000, processed 179730056 words (4483205/s), 75537 word types, 454451 tags
2020-07-24 18:24:55,238 : INFO : PROGRESS: at example #280000, processed 186352677 words (4494474/s), 76819 word types, 454451 tags
2020-07-24 18:24:56,705 : INFO : PROGRESS: at example #290000, processed 192904640 words (4469372/s), 78581 word types, 454451 tags
2020-07-24 18:24:58,162 : INFO : PROGRESS: at example #300000, processed 199416229 words (4472058/s), 79845 word types, 454451 tags
2020-07-24 18:24:59,678 : INFO : PROGRESS: at example #310000, processed 206216643 words (4487620/s), 81383 word types, 454451 tags
2020-07-24 18:25:01,192 : INFO : PROGRESS: at example #320000, processed 212993509 words (4480248/s), 82861 word types, 454451 tags
2020-07-24 18:25:02,672 : INFO : PROGRESS: at example #330000, processed 219640385 words (4493009/s), 84096 word types, 454451 tags
2020-07-24 18:25:04,153 : INFO : PROGRESS: at example #340000, processed 226265154 words (4478300/s), 85152 word types, 454451 tags
2020-07-24 18:25:05,631 : INFO : PROGRESS: at example #350000, processed 232910096 words (4496472/s), 86571 word types, 454451 tags
2020-07-24 18:25:07,122 : INFO : PROGRESS: at example #360000, processed 239556839 words (4462567/s), 88088 word types, 454451 tags
2020-07-24 18:25:08,609 : INFO : PROGRESS: at example #370000, processed 246141243 words (4429328/s), 89227 word types, 454451 tags
2020-07-24 18:25:10,107 : INFO : PROGRESS: at example #380000, processed 252781075 words (4435377/s), 90436 word types, 454451 tags
2020-07-24 18:25:11,607 : INFO : PROGRESS: at example #390000, processed 259431536 words (4436612/s), 91594 word types, 454451 tags
2020-07-24 18:25:13,075 : INFO : collected 93088 word types and 454451 unique tags from a corpus of 400000 examples and 265957053 words
2020-07-24 18:25:13,076 : INFO : Updating model with new vocabulary
2020-07-24 18:25:13,231 : INFO : New added 93088 unique words (50% of original 186176) and increased the count of 93088 pre-existing words (50% of original 186176)
2020-07-24 18:25:13,817 : INFO : deleting the raw counts dictionary of 93088 items
2020-07-24 18:25:13,821 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-24 18:25:13,822 : INFO : downsampling leaves estimated 420590283 word corpus (158.1% of prior 265957053)
2020-07-24 18:25:14,936 : INFO : estimated required memory for 186176 words and 500 dimensions: 1746694000 bytes
2020-07-24 18:25:14,937 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-24 18:25:23,217 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-24 18:25:23,218 : INFO : training model with 4 workers on 654602 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-24 18:25:24,224 : INFO : EPOCH 1 - PROGRESS: at 0.33% examples, 711068 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:25,228 : INFO : EPOCH 1 - PROGRESS: at 0.72% examples, 715269 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:26,235 : INFO : EPOCH 1 - PROGRESS: at 1.05% examples, 715246 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:27,236 : INFO : EPOCH 1 - PROGRESS: at 1.40% examples, 715357 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:28,248 : INFO : EPOCH 1 - PROGRESS: at 1.76% examples, 715938 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:29,279 : INFO : EPOCH 1 - PROGRESS: at 2.11% examples, 718345 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:30,283 : INFO : EPOCH 1 - PROGRESS: at 2.45% examples, 719789 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:31,284 : INFO : EPOCH 1 - PROGRESS: at 2.80% examples, 720634 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:32,299 : INFO : EPOCH 1 - PROGRESS: at 3.16% examples, 720480 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:33,303 : INFO : EPOCH 1 - PROGRESS: at 3.51% examples, 721029 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:25:34,304 : INFO : EPOCH 1 - PROGRESS: at 3.87% examples, 720955 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:35,313 : INFO : EPOCH 1 - PROGRESS: at 4.22% examples, 721576 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:36,317 : INFO : EPOCH 1 - PROGRESS: at 4.57% examples, 722161 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:37,329 : INFO : EPOCH 1 - PROGRESS: at 4.92% examples, 722028 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:38,339 : INFO : EPOCH 1 - PROGRESS: at 5.28% examples, 721654 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:25:39,349 : INFO : EPOCH 1 - PROGRESS: at 5.67% examples, 721131 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:40,358 : INFO : EPOCH 1 - PROGRESS: at 6.04% examples, 720820 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:41,374 : INFO : EPOCH 1 - PROGRESS: at 6.38% examples, 720697 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:42,386 : INFO : EPOCH 1 - PROGRESS: at 6.73% examples, 720748 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:43,398 : INFO : EPOCH 1 - PROGRESS: at 7.08% examples, 721075 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:44,406 : INFO : EPOCH 1 - PROGRESS: at 7.41% examples, 721209 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:45,408 : INFO : EPOCH 1 - PROGRESS: at 7.77% examples, 720957 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:46,431 : INFO : EPOCH 1 - PROGRESS: at 8.12% examples, 721337 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:47,439 : INFO : EPOCH 1 - PROGRESS: at 8.48% examples, 720824 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:48,449 : INFO : EPOCH 1 - PROGRESS: at 8.83% examples, 720825 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:49,450 : INFO : EPOCH 1 - PROGRESS: at 9.19% examples, 721261 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:50,452 : INFO : EPOCH 1 - PROGRESS: at 9.54% examples, 721423 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:51,456 : INFO : EPOCH 1 - PROGRESS: at 9.88% examples, 721383 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:25:52,464 : INFO : EPOCH 1 - PROGRESS: at 10.25% examples, 721041 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:53,474 : INFO : EPOCH 1 - PROGRESS: at 10.60% examples, 721235 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:54,495 : INFO : EPOCH 1 - PROGRESS: at 10.94% examples, 721025 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:55,508 : INFO : EPOCH 1 - PROGRESS: at 11.27% examples, 721450 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:56,513 : INFO : EPOCH 1 - PROGRESS: at 11.61% examples, 721765 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:25:57,517 : INFO : EPOCH 1 - PROGRESS: at 11.97% examples, 722150 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:25:58,519 : INFO : EPOCH 1 - PROGRESS: at 12.31% examples, 721941 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:25:59,523 : INFO : EPOCH 1 - PROGRESS: at 12.67% examples, 721756 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:00,530 : INFO : EPOCH 1 - PROGRESS: at 13.06% examples, 721491 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:01,530 : INFO : EPOCH 1 - PROGRESS: at 13.38% examples, 721741 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:02,531 : INFO : EPOCH 1 - PROGRESS: at 13.71% examples, 721671 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:03,534 : INFO : EPOCH 1 - PROGRESS: at 14.06% examples, 721814 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:04,539 : INFO : EPOCH 1 - PROGRESS: at 14.40% examples, 721603 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:05,557 : INFO : EPOCH 1 - PROGRESS: at 14.76% examples, 721733 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:06,564 : INFO : EPOCH 1 - PROGRESS: at 15.13% examples, 721661 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:07,566 : INFO : EPOCH 1 - PROGRESS: at 15.47% examples, 721871 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:08,570 : INFO : EPOCH 1 - PROGRESS: at 15.83% examples, 721904 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:09,574 : INFO : EPOCH 1 - PROGRESS: at 16.16% examples, 722023 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:26:10,578 : INFO : EPOCH 1 - PROGRESS: at 16.51% examples, 722074 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:11,589 : INFO : EPOCH 1 - PROGRESS: at 16.89% examples, 721944 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:12,598 : INFO : EPOCH 1 - PROGRESS: at 17.24% examples, 722174 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:13,609 : INFO : EPOCH 1 - PROGRESS: at 17.58% examples, 722457 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:26:14,624 : INFO : EPOCH 1 - PROGRESS: at 17.95% examples, 722342 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:15,632 : INFO : EPOCH 1 - PROGRESS: at 18.28% examples, 722308 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:16,636 : INFO : EPOCH 1 - PROGRESS: at 18.62% examples, 722242 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:26:17,637 : INFO : EPOCH 1 - PROGRESS: at 18.99% examples, 722260 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:26:18,645 : INFO : EPOCH 1 - PROGRESS: at 19.34% examples, 722254 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:26:19,645 : INFO : EPOCH 1 - PROGRESS: at 19.68% examples, 722135 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:20,648 : INFO : EPOCH 1 - PROGRESS: at 20.02% examples, 721538 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:21,648 : INFO : EPOCH 1 - PROGRESS: at 20.37% examples, 721076 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:22,664 : INFO : EPOCH 1 - PROGRESS: at 20.70% examples, 719648 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:23,669 : INFO : EPOCH 1 - PROGRESS: at 20.99% examples, 717943 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:24,672 : INFO : EPOCH 1 - PROGRESS: at 21.26% examples, 715449 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:26:25,673 : INFO : EPOCH 1 - PROGRESS: at 21.57% examples, 714520 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:26,681 : INFO : EPOCH 1 - PROGRESS: at 21.92% examples, 714616 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:27,693 : INFO : EPOCH 1 - PROGRESS: at 22.27% examples, 714616 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:28,703 : INFO : EPOCH 1 - PROGRESS: at 22.62% examples, 714750 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:29,706 : INFO : EPOCH 1 - PROGRESS: at 22.98% examples, 714997 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:30,728 : INFO : EPOCH 1 - PROGRESS: at 23.31% examples, 714964 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:31,736 : INFO : EPOCH 1 - PROGRESS: at 23.67% examples, 715127 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:32,746 : INFO : EPOCH 1 - PROGRESS: at 24.04% examples, 715186 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:26:33,748 : INFO : EPOCH 1 - PROGRESS: at 24.41% examples, 715381 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:34,756 : INFO : EPOCH 1 - PROGRESS: at 24.77% examples, 715328 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:35,767 : INFO : EPOCH 1 - PROGRESS: at 25.12% examples, 715417 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:36,771 : INFO : EPOCH 1 - PROGRESS: at 25.48% examples, 715584 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:37,785 : INFO : EPOCH 1 - PROGRESS: at 25.85% examples, 715667 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:38,786 : INFO : EPOCH 1 - PROGRESS: at 26.19% examples, 715764 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:39,799 : INFO : EPOCH 1 - PROGRESS: at 26.55% examples, 715718 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:40,810 : INFO : EPOCH 1 - PROGRESS: at 26.93% examples, 715893 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:41,812 : INFO : EPOCH 1 - PROGRESS: at 27.29% examples, 716016 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:42,814 : INFO : EPOCH 1 - PROGRESS: at 27.64% examples, 716207 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:26:43,825 : INFO : EPOCH 1 - PROGRESS: at 27.97% examples, 716326 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:44,828 : INFO : EPOCH 1 - PROGRESS: at 28.31% examples, 716495 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:45,832 : INFO : EPOCH 1 - PROGRESS: at 28.70% examples, 716589 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:46,836 : INFO : EPOCH 1 - PROGRESS: at 29.05% examples, 716679 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:47,841 : INFO : EPOCH 1 - PROGRESS: at 29.39% examples, 716677 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:26:48,842 : INFO : EPOCH 1 - PROGRESS: at 29.77% examples, 716583 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:49,843 : INFO : EPOCH 1 - PROGRESS: at 30.14% examples, 716811 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:26:50,844 : INFO : EPOCH 1 - PROGRESS: at 30.47% examples, 716986 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:51,860 : INFO : EPOCH 1 - PROGRESS: at 30.80% examples, 717020 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:52,870 : INFO : EPOCH 1 - PROGRESS: at 31.16% examples, 717158 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:53,877 : INFO : EPOCH 1 - PROGRESS: at 31.52% examples, 717168 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:26:54,894 : INFO : EPOCH 1 - PROGRESS: at 31.86% examples, 717179 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:55,899 : INFO : EPOCH 1 - PROGRESS: at 32.22% examples, 717231 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:26:56,904 : INFO : EPOCH 1 - PROGRESS: at 32.56% examples, 717202 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:57,908 : INFO : EPOCH 1 - PROGRESS: at 32.91% examples, 717246 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:58,914 : INFO : EPOCH 1 - PROGRESS: at 33.24% examples, 717319 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:26:59,914 : INFO : EPOCH 1 - PROGRESS: at 33.60% examples, 717346 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:00,917 : INFO : EPOCH 1 - PROGRESS: at 33.94% examples, 717387 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:01,921 : INFO : EPOCH 1 - PROGRESS: at 34.26% examples, 717499 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:02,941 : INFO : EPOCH 1 - PROGRESS: at 34.62% examples, 717478 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:03,964 : INFO : EPOCH 1 - PROGRESS: at 34.99% examples, 717426 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:04,965 : INFO : EPOCH 1 - PROGRESS: at 35.33% examples, 717592 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:05,966 : INFO : EPOCH 1 - PROGRESS: at 35.69% examples, 717631 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:06,980 : INFO : EPOCH 1 - PROGRESS: at 36.05% examples, 717574 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:07,987 : INFO : EPOCH 1 - PROGRESS: at 36.41% examples, 717722 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:08,997 : INFO : EPOCH 1 - PROGRESS: at 36.75% examples, 717798 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:10,018 : INFO : EPOCH 1 - PROGRESS: at 37.09% examples, 717820 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:11,034 : INFO : EPOCH 1 - PROGRESS: at 37.43% examples, 717739 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:12,036 : INFO : EPOCH 1 - PROGRESS: at 37.74% examples, 717255 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:13,050 : INFO : EPOCH 1 - PROGRESS: at 38.05% examples, 716660 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:14,072 : INFO : EPOCH 1 - PROGRESS: at 38.39% examples, 716040 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:15,076 : INFO : EPOCH 1 - PROGRESS: at 38.71% examples, 715514 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:16,088 : INFO : EPOCH 1 - PROGRESS: at 39.04% examples, 714929 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:17,107 : INFO : EPOCH 1 - PROGRESS: at 39.36% examples, 714427 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:18,132 : INFO : EPOCH 1 - PROGRESS: at 39.68% examples, 713861 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:19,135 : INFO : EPOCH 1 - PROGRESS: at 40.00% examples, 713410 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:20,137 : INFO : EPOCH 1 - PROGRESS: at 40.32% examples, 712958 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:21,140 : INFO : EPOCH 1 - PROGRESS: at 40.64% examples, 712483 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:22,144 : INFO : EPOCH 1 - PROGRESS: at 40.95% examples, 712014 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:23,153 : INFO : EPOCH 1 - PROGRESS: at 41.24% examples, 711614 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:24,160 : INFO : EPOCH 1 - PROGRESS: at 41.57% examples, 711231 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:25,164 : INFO : EPOCH 1 - PROGRESS: at 41.89% examples, 710737 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:26,166 : INFO : EPOCH 1 - PROGRESS: at 42.20% examples, 710332 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:27,176 : INFO : EPOCH 1 - PROGRESS: at 42.54% examples, 709805 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:28,178 : INFO : EPOCH 1 - PROGRESS: at 42.86% examples, 709429 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:29,179 : INFO : EPOCH 1 - PROGRESS: at 43.15% examples, 709020 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:30,204 : INFO : EPOCH 1 - PROGRESS: at 43.47% examples, 708559 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:27:31,217 : INFO : EPOCH 1 - PROGRESS: at 43.79% examples, 708196 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:32,233 : INFO : EPOCH 1 - PROGRESS: at 44.12% examples, 707831 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:33,235 : INFO : EPOCH 1 - PROGRESS: at 44.43% examples, 707399 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:34,250 : INFO : EPOCH 1 - PROGRESS: at 44.72% examples, 707040 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:35,266 : INFO : EPOCH 1 - PROGRESS: at 45.04% examples, 706622 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:27:36,268 : INFO : EPOCH 1 - PROGRESS: at 45.35% examples, 706282 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:27:37,285 : INFO : EPOCH 1 - PROGRESS: at 45.64% examples, 705903 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:27:38,286 : INFO : EPOCH 1 - PROGRESS: at 45.98% examples, 705476 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:39,289 : INFO : EPOCH 1 - PROGRESS: at 46.28% examples, 705234 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:40,306 : INFO : EPOCH 1 - PROGRESS: at 46.60% examples, 704778 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:41,311 : INFO : EPOCH 1 - PROGRESS: at 46.95% examples, 704407 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:42,311 : INFO : EPOCH 1 - PROGRESS: at 47.27% examples, 704025 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:43,323 : INFO : EPOCH 1 - PROGRESS: at 47.58% examples, 703675 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:44,325 : INFO : EPOCH 1 - PROGRESS: at 47.93% examples, 703302 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:45,339 : INFO : EPOCH 1 - PROGRESS: at 48.24% examples, 702974 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:46,340 : INFO : EPOCH 1 - PROGRESS: at 48.54% examples, 702632 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:47,345 : INFO : EPOCH 1 - PROGRESS: at 48.82% examples, 702352 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:27:48,349 : INFO : EPOCH 1 - PROGRESS: at 49.17% examples, 702065 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:27:49,370 : INFO : EPOCH 1 - PROGRESS: at 49.51% examples, 701687 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:50,372 : INFO : EPOCH 1 - PROGRESS: at 49.81% examples, 701429 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:27:51,394 : INFO : EPOCH 1 - PROGRESS: at 50.11% examples, 701154 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:52,408 : INFO : EPOCH 1 - PROGRESS: at 50.43% examples, 700898 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:53,413 : INFO : EPOCH 1 - PROGRESS: at 50.77% examples, 700561 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:54,430 : INFO : EPOCH 1 - PROGRESS: at 51.13% examples, 700167 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:55,447 : INFO : EPOCH 1 - PROGRESS: at 51.44% examples, 699836 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:56,457 : INFO : EPOCH 1 - PROGRESS: at 51.76% examples, 699572 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:57,469 : INFO : EPOCH 1 - PROGRESS: at 52.07% examples, 699243 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:58,472 : INFO : EPOCH 1 - PROGRESS: at 52.39% examples, 698970 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:27:59,478 : INFO : EPOCH 1 - PROGRESS: at 52.71% examples, 698692 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:00,480 : INFO : EPOCH 1 - PROGRESS: at 53.05% examples, 698400 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:01,486 : INFO : EPOCH 1 - PROGRESS: at 53.34% examples, 698164 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:02,495 : INFO : EPOCH 1 - PROGRESS: at 53.65% examples, 697853 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:03,498 : INFO : EPOCH 1 - PROGRESS: at 53.97% examples, 697599 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:04,508 : INFO : EPOCH 1 - PROGRESS: at 54.30% examples, 697350 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:28:05,514 : INFO : EPOCH 1 - PROGRESS: at 54.64% examples, 697010 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:06,520 : INFO : EPOCH 1 - PROGRESS: at 54.98% examples, 696715 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:07,525 : INFO : EPOCH 1 - PROGRESS: at 55.31% examples, 696472 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:08,538 : INFO : EPOCH 1 - PROGRESS: at 55.62% examples, 696241 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:09,543 : INFO : EPOCH 1 - PROGRESS: at 55.96% examples, 695958 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:10,548 : INFO : EPOCH 1 - PROGRESS: at 56.29% examples, 695672 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:11,552 : INFO : EPOCH 1 - PROGRESS: at 56.62% examples, 695397 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:12,563 : INFO : EPOCH 1 - PROGRESS: at 56.93% examples, 695221 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:13,568 : INFO : EPOCH 1 - PROGRESS: at 57.26% examples, 694991 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:14,575 : INFO : EPOCH 1 - PROGRESS: at 57.56% examples, 694738 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:15,586 : INFO : EPOCH 1 - PROGRESS: at 57.90% examples, 694505 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:16,589 : INFO : EPOCH 1 - PROGRESS: at 58.22% examples, 694354 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:17,607 : INFO : EPOCH 1 - PROGRESS: at 58.55% examples, 694105 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:18,608 : INFO : EPOCH 1 - PROGRESS: at 58.86% examples, 693926 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:19,622 : INFO : EPOCH 1 - PROGRESS: at 59.19% examples, 693677 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:20,634 : INFO : EPOCH 1 - PROGRESS: at 59.51% examples, 693419 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:21,639 : INFO : EPOCH 1 - PROGRESS: at 59.81% examples, 693305 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:22,664 : INFO : EPOCH 1 - PROGRESS: at 60.12% examples, 693124 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:23,669 : INFO : EPOCH 1 - PROGRESS: at 60.44% examples, 692952 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:28:24,680 : INFO : EPOCH 1 - PROGRESS: at 60.76% examples, 692755 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:25,690 : INFO : EPOCH 1 - PROGRESS: at 61.07% examples, 692545 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:26,696 : INFO : EPOCH 1 - PROGRESS: at 61.41% examples, 692343 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:27,697 : INFO : EPOCH 1 - PROGRESS: at 61.73% examples, 692190 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:28,703 : INFO : EPOCH 1 - PROGRESS: at 62.03% examples, 692025 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:29,704 : INFO : EPOCH 1 - PROGRESS: at 62.36% examples, 691832 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:30,709 : INFO : EPOCH 1 - PROGRESS: at 62.67% examples, 691627 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:31,715 : INFO : EPOCH 1 - PROGRESS: at 62.96% examples, 691430 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:32,725 : INFO : EPOCH 1 - PROGRESS: at 63.25% examples, 691329 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:28:33,731 : INFO : EPOCH 1 - PROGRESS: at 63.57% examples, 691133 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:28:34,733 : INFO : EPOCH 1 - PROGRESS: at 63.88% examples, 691049 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:35,749 : INFO : EPOCH 1 - PROGRESS: at 64.18% examples, 690859 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:28:36,757 : INFO : EPOCH 1 - PROGRESS: at 64.50% examples, 690673 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:37,764 : INFO : EPOCH 1 - PROGRESS: at 64.84% examples, 690472 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:38,772 : INFO : EPOCH 1 - PROGRESS: at 65.19% examples, 690305 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:39,775 : INFO : EPOCH 1 - PROGRESS: at 65.51% examples, 690119 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:28:40,787 : INFO : EPOCH 1 - PROGRESS: at 65.84% examples, 689913 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:41,797 : INFO : EPOCH 1 - PROGRESS: at 66.16% examples, 689735 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:42,816 : INFO : EPOCH 1 - PROGRESS: at 66.48% examples, 689471 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:43,819 : INFO : EPOCH 1 - PROGRESS: at 66.80% examples, 689369 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:44,823 : INFO : EPOCH 1 - PROGRESS: at 67.11% examples, 689235 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:45,829 : INFO : EPOCH 1 - PROGRESS: at 67.45% examples, 689055 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:46,857 : INFO : EPOCH 1 - PROGRESS: at 67.77% examples, 688887 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:28:47,864 : INFO : EPOCH 1 - PROGRESS: at 68.10% examples, 688716 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:28:48,872 : INFO : EPOCH 1 - PROGRESS: at 68.43% examples, 688503 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:49,878 : INFO : EPOCH 1 - PROGRESS: at 68.74% examples, 688339 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:28:50,903 : INFO : EPOCH 1 - PROGRESS: at 69.06% examples, 688144 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:51,906 : INFO : EPOCH 1 - PROGRESS: at 69.39% examples, 688032 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:52,915 : INFO : EPOCH 1 - PROGRESS: at 69.68% examples, 687838 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:28:53,920 : INFO : EPOCH 1 - PROGRESS: at 70.01% examples, 687699 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:28:54,935 : INFO : EPOCH 1 - PROGRESS: at 70.33% examples, 687500 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:55,949 : INFO : EPOCH 1 - PROGRESS: at 70.65% examples, 687313 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:56,954 : INFO : EPOCH 1 - PROGRESS: at 70.97% examples, 687173 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:57,977 : INFO : EPOCH 1 - PROGRESS: at 71.30% examples, 686974 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:28:59,005 : INFO : EPOCH 1 - PROGRESS: at 71.63% examples, 686771 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:00,022 : INFO : EPOCH 1 - PROGRESS: at 71.94% examples, 686480 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:01,024 : INFO : EPOCH 1 - PROGRESS: at 72.24% examples, 686219 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:02,026 : INFO : EPOCH 1 - PROGRESS: at 72.54% examples, 685904 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:03,046 : INFO : EPOCH 1 - PROGRESS: at 72.83% examples, 685605 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:04,049 : INFO : EPOCH 1 - PROGRESS: at 73.12% examples, 684983 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:05,061 : INFO : EPOCH 1 - PROGRESS: at 73.46% examples, 684707 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:06,062 : INFO : EPOCH 1 - PROGRESS: at 73.81% examples, 684929 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:29:07,068 : INFO : EPOCH 1 - PROGRESS: at 74.16% examples, 685033 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:08,081 : INFO : EPOCH 1 - PROGRESS: at 74.53% examples, 685188 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:09,103 : INFO : EPOCH 1 - PROGRESS: at 74.89% examples, 685318 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:10,113 : INFO : EPOCH 1 - PROGRESS: at 75.22% examples, 685534 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:11,114 : INFO : EPOCH 1 - PROGRESS: at 75.57% examples, 685697 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:12,130 : INFO : EPOCH 1 - PROGRESS: at 75.87% examples, 685857 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:29:13,132 : INFO : EPOCH 1 - PROGRESS: at 76.24% examples, 686053 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:14,148 : INFO : EPOCH 1 - PROGRESS: at 76.61% examples, 686203 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:15,151 : INFO : EPOCH 1 - PROGRESS: at 76.95% examples, 686394 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:16,153 : INFO : EPOCH 1 - PROGRESS: at 77.29% examples, 686583 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:17,159 : INFO : EPOCH 1 - PROGRESS: at 77.66% examples, 686713 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:18,164 : INFO : EPOCH 1 - PROGRESS: at 78.02% examples, 686831 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:19,167 : INFO : EPOCH 1 - PROGRESS: at 78.37% examples, 687001 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:20,170 : INFO : EPOCH 1 - PROGRESS: at 78.68% examples, 687172 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:21,180 : INFO : EPOCH 1 - PROGRESS: at 79.02% examples, 687313 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:22,187 : INFO : EPOCH 1 - PROGRESS: at 79.37% examples, 687442 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:23,193 : INFO : EPOCH 1 - PROGRESS: at 79.71% examples, 687640 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:24,198 : INFO : EPOCH 1 - PROGRESS: at 80.07% examples, 687799 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:25,206 : INFO : EPOCH 1 - PROGRESS: at 80.42% examples, 687942 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:26,207 : INFO : EPOCH 1 - PROGRESS: at 80.77% examples, 688109 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:29:27,207 : INFO : EPOCH 1 - PROGRESS: at 81.12% examples, 688310 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:28,211 : INFO : EPOCH 1 - PROGRESS: at 81.48% examples, 688450 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:29,213 : INFO : EPOCH 1 - PROGRESS: at 81.81% examples, 688579 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:30,224 : INFO : EPOCH 1 - PROGRESS: at 82.16% examples, 688722 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:31,240 : INFO : EPOCH 1 - PROGRESS: at 82.53% examples, 688823 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:32,243 : INFO : EPOCH 1 - PROGRESS: at 82.88% examples, 688983 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:33,250 : INFO : EPOCH 1 - PROGRESS: at 83.24% examples, 689098 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:29:34,254 : INFO : EPOCH 1 - PROGRESS: at 83.58% examples, 689268 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:35,258 : INFO : EPOCH 1 - PROGRESS: at 83.94% examples, 689379 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:36,266 : INFO : EPOCH 1 - PROGRESS: at 84.28% examples, 689487 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:37,272 : INFO : EPOCH 1 - PROGRESS: at 84.62% examples, 689585 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:38,287 : INFO : EPOCH 1 - PROGRESS: at 84.98% examples, 689693 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:39,288 : INFO : EPOCH 1 - PROGRESS: at 85.35% examples, 689845 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:40,296 : INFO : EPOCH 1 - PROGRESS: at 85.70% examples, 689986 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:41,314 : INFO : EPOCH 1 - PROGRESS: at 86.06% examples, 690101 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:42,322 : INFO : EPOCH 1 - PROGRESS: at 86.42% examples, 690218 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:43,335 : INFO : EPOCH 1 - PROGRESS: at 86.78% examples, 690282 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:29:44,358 : INFO : EPOCH 1 - PROGRESS: at 87.13% examples, 690379 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:45,379 : INFO : EPOCH 1 - PROGRESS: at 87.47% examples, 690489 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:29:46,382 : INFO : EPOCH 1 - PROGRESS: at 87.81% examples, 690628 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:47,389 : INFO : EPOCH 1 - PROGRESS: at 88.16% examples, 690725 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:29:48,410 : INFO : EPOCH 1 - PROGRESS: at 88.52% examples, 690878 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:49,419 : INFO : EPOCH 1 - PROGRESS: at 88.89% examples, 691020 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:50,421 : INFO : EPOCH 1 - PROGRESS: at 89.25% examples, 691139 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:29:51,427 : INFO : EPOCH 1 - PROGRESS: at 89.59% examples, 691199 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:52,438 : INFO : EPOCH 1 - PROGRESS: at 89.95% examples, 691322 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:53,447 : INFO : EPOCH 1 - PROGRESS: at 90.29% examples, 691455 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:54,447 : INFO : EPOCH 1 - PROGRESS: at 90.64% examples, 691573 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:55,454 : INFO : EPOCH 1 - PROGRESS: at 91.00% examples, 691644 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:56,475 : INFO : EPOCH 1 - PROGRESS: at 91.35% examples, 691762 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:57,479 : INFO : EPOCH 1 - PROGRESS: at 91.71% examples, 691856 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:29:58,485 : INFO : EPOCH 1 - PROGRESS: at 92.05% examples, 691988 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:29:59,488 : INFO : EPOCH 1 - PROGRESS: at 92.42% examples, 692113 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:00,495 : INFO : EPOCH 1 - PROGRESS: at 92.76% examples, 692205 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:01,496 : INFO : EPOCH 1 - PROGRESS: at 93.13% examples, 692282 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:02,506 : INFO : EPOCH 1 - PROGRESS: at 93.47% examples, 692387 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:03,513 : INFO : EPOCH 1 - PROGRESS: at 93.80% examples, 692495 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:04,514 : INFO : EPOCH 1 - PROGRESS: at 94.15% examples, 692587 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:05,522 : INFO : EPOCH 1 - PROGRESS: at 94.52% examples, 692666 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:06,528 : INFO : EPOCH 1 - PROGRESS: at 94.87% examples, 692797 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:30:07,549 : INFO : EPOCH 1 - PROGRESS: at 95.24% examples, 692882 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:08,561 : INFO : EPOCH 1 - PROGRESS: at 95.57% examples, 692975 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:09,571 : INFO : EPOCH 1 - PROGRESS: at 95.93% examples, 693093 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:10,593 : INFO : EPOCH 1 - PROGRESS: at 96.29% examples, 693159 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:11,601 : INFO : EPOCH 1 - PROGRESS: at 96.65% examples, 693270 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:30:12,611 : INFO : EPOCH 1 - PROGRESS: at 96.99% examples, 693376 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:13,618 : INFO : EPOCH 1 - PROGRESS: at 97.34% examples, 693493 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:14,633 : INFO : EPOCH 1 - PROGRESS: at 97.70% examples, 693547 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:15,636 : INFO : EPOCH 1 - PROGRESS: at 98.03% examples, 693705 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:16,646 : INFO : EPOCH 1 - PROGRESS: at 98.39% examples, 693754 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:17,675 : INFO : EPOCH 1 - PROGRESS: at 98.77% examples, 693839 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:18,678 : INFO : EPOCH 1 - PROGRESS: at 99.15% examples, 693906 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:19,683 : INFO : EPOCH 1 - PROGRESS: at 99.49% examples, 694010 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:20,691 : INFO : EPOCH 1 - PROGRESS: at 99.84% examples, 694106 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:21,087 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 18:30:21,088 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 18:30:21,096 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 18:30:21,104 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 18:30:21,105 : INFO : EPOCH - 1 : training on 265957053 raw words (206777935 effective words) took 297.9s, 694158 effective words/s
2020-07-24 18:30:22,118 : INFO : EPOCH 2 - PROGRESS: at 0.33% examples, 714717 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:23,118 : INFO : EPOCH 2 - PROGRESS: at 0.72% examples, 715019 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:24,125 : INFO : EPOCH 2 - PROGRESS: at 1.04% examples, 710429 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:25,130 : INFO : EPOCH 2 - PROGRESS: at 1.40% examples, 714399 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:26,136 : INFO : EPOCH 2 - PROGRESS: at 1.77% examples, 717172 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:27,169 : INFO : EPOCH 2 - PROGRESS: at 2.11% examples, 718339 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:28,183 : INFO : EPOCH 2 - PROGRESS: at 2.46% examples, 719300 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:29,208 : INFO : EPOCH 2 - PROGRESS: at 2.82% examples, 720450 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:30,211 : INFO : EPOCH 2 - PROGRESS: at 3.18% examples, 721868 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:31,214 : INFO : EPOCH 2 - PROGRESS: at 3.53% examples, 723422 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:32,216 : INFO : EPOCH 2 - PROGRESS: at 3.89% examples, 723443 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:33,219 : INFO : EPOCH 2 - PROGRESS: at 4.24% examples, 723786 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:34,224 : INFO : EPOCH 2 - PROGRESS: at 4.58% examples, 724085 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:35,229 : INFO : EPOCH 2 - PROGRESS: at 4.94% examples, 724287 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:36,238 : INFO : EPOCH 2 - PROGRESS: at 5.30% examples, 724094 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:37,241 : INFO : EPOCH 2 - PROGRESS: at 5.70% examples, 723282 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:38,244 : INFO : EPOCH 2 - PROGRESS: at 6.06% examples, 724104 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:39,253 : INFO : EPOCH 2 - PROGRESS: at 6.41% examples, 724243 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:40,263 : INFO : EPOCH 2 - PROGRESS: at 6.75% examples, 723920 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:41,273 : INFO : EPOCH 2 - PROGRESS: at 7.10% examples, 724329 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:42,277 : INFO : EPOCH 2 - PROGRESS: at 7.44% examples, 724667 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:43,302 : INFO : EPOCH 2 - PROGRESS: at 7.79% examples, 724011 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:44,311 : INFO : EPOCH 2 - PROGRESS: at 8.16% examples, 724839 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:30:45,322 : INFO : EPOCH 2 - PROGRESS: at 8.52% examples, 724475 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:46,337 : INFO : EPOCH 2 - PROGRESS: at 8.87% examples, 724505 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:47,339 : INFO : EPOCH 2 - PROGRESS: at 9.23% examples, 724573 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:48,347 : INFO : EPOCH 2 - PROGRESS: at 9.58% examples, 724308 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:49,352 : INFO : EPOCH 2 - PROGRESS: at 9.93% examples, 724155 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:30:50,363 : INFO : EPOCH 2 - PROGRESS: at 10.29% examples, 724487 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:51,367 : INFO : EPOCH 2 - PROGRESS: at 10.65% examples, 724780 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:52,388 : INFO : EPOCH 2 - PROGRESS: at 10.99% examples, 724808 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:30:53,395 : INFO : EPOCH 2 - PROGRESS: at 11.33% examples, 725114 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:54,406 : INFO : EPOCH 2 - PROGRESS: at 11.65% examples, 725117 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:55,413 : INFO : EPOCH 2 - PROGRESS: at 12.03% examples, 725372 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:56,416 : INFO : EPOCH 2 - PROGRESS: at 12.38% examples, 725273 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:57,417 : INFO : EPOCH 2 - PROGRESS: at 12.74% examples, 725287 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:58,429 : INFO : EPOCH 2 - PROGRESS: at 13.12% examples, 725089 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:30:59,447 : INFO : EPOCH 2 - PROGRESS: at 13.46% examples, 725373 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:00,457 : INFO : EPOCH 2 - PROGRESS: at 13.79% examples, 725480 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:01,472 : INFO : EPOCH 2 - PROGRESS: at 14.13% examples, 725347 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:02,478 : INFO : EPOCH 2 - PROGRESS: at 14.49% examples, 725528 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:03,485 : INFO : EPOCH 2 - PROGRESS: at 14.87% examples, 725494 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:04,485 : INFO : EPOCH 2 - PROGRESS: at 15.21% examples, 725566 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:31:05,489 : INFO : EPOCH 2 - PROGRESS: at 15.56% examples, 725593 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:06,502 : INFO : EPOCH 2 - PROGRESS: at 15.92% examples, 725426 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:07,510 : INFO : EPOCH 2 - PROGRESS: at 16.27% examples, 725732 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:08,514 : INFO : EPOCH 2 - PROGRESS: at 16.62% examples, 725573 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:09,522 : INFO : EPOCH 2 - PROGRESS: at 16.99% examples, 725529 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:10,534 : INFO : EPOCH 2 - PROGRESS: at 17.33% examples, 725921 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:11,549 : INFO : EPOCH 2 - PROGRESS: at 17.68% examples, 725925 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:12,574 : INFO : EPOCH 2 - PROGRESS: at 18.05% examples, 725753 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:13,575 : INFO : EPOCH 2 - PROGRESS: at 18.39% examples, 725898 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:14,586 : INFO : EPOCH 2 - PROGRESS: at 18.74% examples, 725569 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:31:15,592 : INFO : EPOCH 2 - PROGRESS: at 19.10% examples, 725923 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:16,600 : INFO : EPOCH 2 - PROGRESS: at 19.44% examples, 725862 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:31:17,611 : INFO : EPOCH 2 - PROGRESS: at 19.80% examples, 725689 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:18,620 : INFO : EPOCH 2 - PROGRESS: at 20.17% examples, 725690 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:19,630 : INFO : EPOCH 2 - PROGRESS: at 20.53% examples, 725680 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:20,632 : INFO : EPOCH 2 - PROGRESS: at 20.90% examples, 725595 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:21,636 : INFO : EPOCH 2 - PROGRESS: at 21.24% examples, 725723 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:22,639 : INFO : EPOCH 2 - PROGRESS: at 21.59% examples, 725873 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:23,644 : INFO : EPOCH 2 - PROGRESS: at 21.94% examples, 725822 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:24,660 : INFO : EPOCH 2 - PROGRESS: at 22.30% examples, 725822 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:25,668 : INFO : EPOCH 2 - PROGRESS: at 22.64% examples, 725709 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:26,670 : INFO : EPOCH 2 - PROGRESS: at 23.00% examples, 725806 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:27,676 : INFO : EPOCH 2 - PROGRESS: at 23.34% examples, 725897 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:28,683 : INFO : EPOCH 2 - PROGRESS: at 23.70% examples, 725726 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:29,692 : INFO : EPOCH 2 - PROGRESS: at 24.07% examples, 725845 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:30,698 : INFO : EPOCH 2 - PROGRESS: at 24.44% examples, 725787 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:31:31,712 : INFO : EPOCH 2 - PROGRESS: at 24.81% examples, 725881 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:32,721 : INFO : EPOCH 2 - PROGRESS: at 25.16% examples, 725875 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:33,723 : INFO : EPOCH 2 - PROGRESS: at 25.53% examples, 726010 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:34,737 : INFO : EPOCH 2 - PROGRESS: at 25.89% examples, 725997 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:35,739 : INFO : EPOCH 2 - PROGRESS: at 26.24% examples, 726068 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:36,740 : INFO : EPOCH 2 - PROGRESS: at 26.61% examples, 725973 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:37,741 : INFO : EPOCH 2 - PROGRESS: at 26.97% examples, 725960 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:38,741 : INFO : EPOCH 2 - PROGRESS: at 27.33% examples, 725920 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:39,743 : INFO : EPOCH 2 - PROGRESS: at 27.67% examples, 725900 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:31:40,758 : INFO : EPOCH 2 - PROGRESS: at 27.99% examples, 725510 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:41,785 : INFO : EPOCH 2 - PROGRESS: at 28.32% examples, 725100 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:42,796 : INFO : EPOCH 2 - PROGRESS: at 28.70% examples, 724705 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:43,807 : INFO : EPOCH 2 - PROGRESS: at 29.04% examples, 724399 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:44,807 : INFO : EPOCH 2 - PROGRESS: at 29.33% examples, 722649 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:45,812 : INFO : EPOCH 2 - PROGRESS: at 29.65% examples, 721754 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:46,833 : INFO : EPOCH 2 - PROGRESS: at 30.02% examples, 721700 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:47,834 : INFO : EPOCH 2 - PROGRESS: at 30.36% examples, 721715 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:31:48,845 : INFO : EPOCH 2 - PROGRESS: at 30.70% examples, 721735 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:49,850 : INFO : EPOCH 2 - PROGRESS: at 31.04% examples, 722000 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:50,854 : INFO : EPOCH 2 - PROGRESS: at 31.41% examples, 722111 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:51,863 : INFO : EPOCH 2 - PROGRESS: at 31.76% examples, 722126 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:31:52,864 : INFO : EPOCH 2 - PROGRESS: at 32.11% examples, 722208 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:53,868 : INFO : EPOCH 2 - PROGRESS: at 32.47% examples, 722203 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:54,873 : INFO : EPOCH 2 - PROGRESS: at 32.82% examples, 722440 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:55,874 : INFO : EPOCH 2 - PROGRESS: at 33.15% examples, 722464 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:31:56,882 : INFO : EPOCH 2 - PROGRESS: at 33.53% examples, 722501 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:57,882 : INFO : EPOCH 2 - PROGRESS: at 33.86% examples, 722665 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:58,886 : INFO : EPOCH 2 - PROGRESS: at 34.19% examples, 722797 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:31:59,887 : INFO : EPOCH 2 - PROGRESS: at 34.55% examples, 722935 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:00,890 : INFO : EPOCH 2 - PROGRESS: at 34.91% examples, 722791 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:32:01,891 : INFO : EPOCH 2 - PROGRESS: at 35.26% examples, 722851 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:02,909 : INFO : EPOCH 2 - PROGRESS: at 35.62% examples, 722907 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:03,910 : INFO : EPOCH 2 - PROGRESS: at 35.98% examples, 722888 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:32:04,935 : INFO : EPOCH 2 - PROGRESS: at 36.35% examples, 722971 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:05,938 : INFO : EPOCH 2 - PROGRESS: at 36.69% examples, 723114 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:32:06,942 : INFO : EPOCH 2 - PROGRESS: at 37.03% examples, 723058 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:07,945 : INFO : EPOCH 2 - PROGRESS: at 37.37% examples, 723248 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:08,947 : INFO : EPOCH 2 - PROGRESS: at 37.72% examples, 723231 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:09,953 : INFO : EPOCH 2 - PROGRESS: at 38.06% examples, 723326 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:10,967 : INFO : EPOCH 2 - PROGRESS: at 38.42% examples, 723316 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:11,968 : INFO : EPOCH 2 - PROGRESS: at 38.78% examples, 723386 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:12,973 : INFO : EPOCH 2 - PROGRESS: at 39.15% examples, 723330 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:13,979 : INFO : EPOCH 2 - PROGRESS: at 39.49% examples, 723301 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:14,987 : INFO : EPOCH 2 - PROGRESS: at 39.85% examples, 723387 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:15,988 : INFO : EPOCH 2 - PROGRESS: at 40.19% examples, 723306 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:17,000 : INFO : EPOCH 2 - PROGRESS: at 40.55% examples, 723359 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:18,007 : INFO : EPOCH 2 - PROGRESS: at 40.89% examples, 723414 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:19,024 : INFO : EPOCH 2 - PROGRESS: at 41.22% examples, 723412 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:20,026 : INFO : EPOCH 2 - PROGRESS: at 41.58% examples, 723489 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:21,027 : INFO : EPOCH 2 - PROGRESS: at 41.93% examples, 723574 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:22,027 : INFO : EPOCH 2 - PROGRESS: at 42.29% examples, 723550 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:23,028 : INFO : EPOCH 2 - PROGRESS: at 42.66% examples, 723520 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:24,029 : INFO : EPOCH 2 - PROGRESS: at 42.99% examples, 723584 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:25,030 : INFO : EPOCH 2 - PROGRESS: at 43.33% examples, 723641 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:26,034 : INFO : EPOCH 2 - PROGRESS: at 43.67% examples, 723694 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:27,046 : INFO : EPOCH 2 - PROGRESS: at 44.02% examples, 723654 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:28,057 : INFO : EPOCH 2 - PROGRESS: at 44.38% examples, 723715 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:29,059 : INFO : EPOCH 2 - PROGRESS: at 44.70% examples, 723827 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:30,064 : INFO : EPOCH 2 - PROGRESS: at 45.05% examples, 723800 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:31,069 : INFO : EPOCH 2 - PROGRESS: at 45.40% examples, 723820 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:32,073 : INFO : EPOCH 2 - PROGRESS: at 45.72% examples, 723843 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:33,075 : INFO : EPOCH 2 - PROGRESS: at 46.09% examples, 723867 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:34,085 : INFO : EPOCH 2 - PROGRESS: at 46.43% examples, 723799 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:35,086 : INFO : EPOCH 2 - PROGRESS: at 46.78% examples, 723792 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:36,092 : INFO : EPOCH 2 - PROGRESS: at 47.15% examples, 723752 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:37,098 : INFO : EPOCH 2 - PROGRESS: at 47.50% examples, 723820 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:38,100 : INFO : EPOCH 2 - PROGRESS: at 47.88% examples, 723766 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:39,103 : INFO : EPOCH 2 - PROGRESS: at 48.22% examples, 723753 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:40,104 : INFO : EPOCH 2 - PROGRESS: at 48.55% examples, 723788 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:41,105 : INFO : EPOCH 2 - PROGRESS: at 48.88% examples, 723864 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:42,117 : INFO : EPOCH 2 - PROGRESS: at 49.27% examples, 723844 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:43,121 : INFO : EPOCH 2 - PROGRESS: at 49.62% examples, 723923 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:44,130 : INFO : EPOCH 2 - PROGRESS: at 49.95% examples, 723999 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:45,131 : INFO : EPOCH 2 - PROGRESS: at 50.30% examples, 723972 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:32:46,137 : INFO : EPOCH 2 - PROGRESS: at 50.66% examples, 724018 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:47,144 : INFO : EPOCH 2 - PROGRESS: at 51.05% examples, 723990 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:48,147 : INFO : EPOCH 2 - PROGRESS: at 51.41% examples, 724041 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:49,158 : INFO : EPOCH 2 - PROGRESS: at 51.75% examples, 724004 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:50,159 : INFO : EPOCH 2 - PROGRESS: at 52.11% examples, 724097 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:51,164 : INFO : EPOCH 2 - PROGRESS: at 52.45% examples, 724081 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:52,164 : INFO : EPOCH 2 - PROGRESS: at 52.80% examples, 724127 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:53,167 : INFO : EPOCH 2 - PROGRESS: at 53.18% examples, 724105 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:32:54,167 : INFO : EPOCH 2 - PROGRESS: at 53.50% examples, 724183 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:55,168 : INFO : EPOCH 2 - PROGRESS: at 53.85% examples, 724157 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:56,177 : INFO : EPOCH 2 - PROGRESS: at 54.21% examples, 724113 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:57,181 : INFO : EPOCH 2 - PROGRESS: at 54.58% examples, 724142 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:58,189 : INFO : EPOCH 2 - PROGRESS: at 54.96% examples, 724140 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:32:59,196 : INFO : EPOCH 2 - PROGRESS: at 55.33% examples, 724079 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:00,201 : INFO : EPOCH 2 - PROGRESS: at 55.66% examples, 724097 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:01,205 : INFO : EPOCH 2 - PROGRESS: at 56.05% examples, 724106 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:02,207 : INFO : EPOCH 2 - PROGRESS: at 56.43% examples, 724086 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:03,212 : INFO : EPOCH 2 - PROGRESS: at 56.77% examples, 724077 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:04,213 : INFO : EPOCH 2 - PROGRESS: at 57.11% examples, 724062 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:05,217 : INFO : EPOCH 2 - PROGRESS: at 57.46% examples, 724094 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:06,222 : INFO : EPOCH 2 - PROGRESS: at 57.82% examples, 724056 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:07,230 : INFO : EPOCH 2 - PROGRESS: at 58.17% examples, 724124 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:08,241 : INFO : EPOCH 2 - PROGRESS: at 58.54% examples, 724118 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:09,244 : INFO : EPOCH 2 - PROGRESS: at 58.88% examples, 724116 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:10,245 : INFO : EPOCH 2 - PROGRESS: at 59.24% examples, 724112 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:11,253 : INFO : EPOCH 2 - PROGRESS: at 59.60% examples, 724231 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:12,258 : INFO : EPOCH 2 - PROGRESS: at 59.91% examples, 724303 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:13,261 : INFO : EPOCH 2 - PROGRESS: at 60.25% examples, 724272 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:33:14,262 : INFO : EPOCH 2 - PROGRESS: at 60.62% examples, 724292 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:15,285 : INFO : EPOCH 2 - PROGRESS: at 60.97% examples, 724253 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:16,300 : INFO : EPOCH 2 - PROGRESS: at 61.34% examples, 724212 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:17,312 : INFO : EPOCH 2 - PROGRESS: at 61.70% examples, 724267 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:18,320 : INFO : EPOCH 2 - PROGRESS: at 62.03% examples, 724346 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:19,324 : INFO : EPOCH 2 - PROGRESS: at 62.39% examples, 724346 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:20,336 : INFO : EPOCH 2 - PROGRESS: at 62.73% examples, 724316 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:21,349 : INFO : EPOCH 2 - PROGRESS: at 63.06% examples, 724359 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:22,351 : INFO : EPOCH 2 - PROGRESS: at 63.40% examples, 724430 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:23,354 : INFO : EPOCH 2 - PROGRESS: at 63.73% examples, 724422 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:24,356 : INFO : EPOCH 2 - PROGRESS: at 64.05% examples, 724442 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:25,361 : INFO : EPOCH 2 - PROGRESS: at 64.41% examples, 724406 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:26,364 : INFO : EPOCH 2 - PROGRESS: at 64.76% examples, 724424 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:27,365 : INFO : EPOCH 2 - PROGRESS: at 65.15% examples, 724423 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:28,368 : INFO : EPOCH 2 - PROGRESS: at 65.51% examples, 724474 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:29,371 : INFO : EPOCH 2 - PROGRESS: at 65.88% examples, 724399 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:30,379 : INFO : EPOCH 2 - PROGRESS: at 66.23% examples, 724446 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:31,380 : INFO : EPOCH 2 - PROGRESS: at 66.58% examples, 724468 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:32,403 : INFO : EPOCH 2 - PROGRESS: at 66.94% examples, 724479 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:33,413 : INFO : EPOCH 2 - PROGRESS: at 67.31% examples, 724540 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:33:34,423 : INFO : EPOCH 2 - PROGRESS: at 67.67% examples, 724512 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:35,427 : INFO : EPOCH 2 - PROGRESS: at 68.02% examples, 724554 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:36,436 : INFO : EPOCH 2 - PROGRESS: at 68.39% examples, 724497 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:37,437 : INFO : EPOCH 2 - PROGRESS: at 68.74% examples, 724526 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:38,453 : INFO : EPOCH 2 - PROGRESS: at 69.09% examples, 724515 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:39,453 : INFO : EPOCH 2 - PROGRESS: at 69.45% examples, 724578 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:33:40,467 : INFO : EPOCH 2 - PROGRESS: at 69.77% examples, 724543 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:41,468 : INFO : EPOCH 2 - PROGRESS: at 70.15% examples, 724531 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:42,482 : INFO : EPOCH 2 - PROGRESS: at 70.50% examples, 724550 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:33:43,490 : INFO : EPOCH 2 - PROGRESS: at 70.85% examples, 724556 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:44,492 : INFO : EPOCH 2 - PROGRESS: at 71.21% examples, 724536 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:33:45,495 : INFO : EPOCH 2 - PROGRESS: at 71.58% examples, 724544 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:33:46,496 : INFO : EPOCH 2 - PROGRESS: at 71.93% examples, 724546 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:47,497 : INFO : EPOCH 2 - PROGRESS: at 72.27% examples, 724552 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:48,510 : INFO : EPOCH 2 - PROGRESS: at 72.63% examples, 724536 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:49,519 : INFO : EPOCH 2 - PROGRESS: at 72.99% examples, 724576 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:50,532 : INFO : EPOCH 2 - PROGRESS: at 73.37% examples, 724546 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:51,544 : INFO : EPOCH 2 - PROGRESS: at 73.72% examples, 724525 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:52,563 : INFO : EPOCH 2 - PROGRESS: at 74.10% examples, 724512 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:33:53,573 : INFO : EPOCH 2 - PROGRESS: at 74.46% examples, 724525 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:33:54,581 : INFO : EPOCH 2 - PROGRESS: at 74.82% examples, 724522 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:55,582 : INFO : EPOCH 2 - PROGRESS: at 75.15% examples, 724488 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:56,585 : INFO : EPOCH 2 - PROGRESS: at 75.49% examples, 724514 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:33:57,587 : INFO : EPOCH 2 - PROGRESS: at 75.81% examples, 724553 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:33:58,589 : INFO : EPOCH 2 - PROGRESS: at 76.15% examples, 724524 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:33:59,595 : INFO : EPOCH 2 - PROGRESS: at 76.53% examples, 724519 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:00,605 : INFO : EPOCH 2 - PROGRESS: at 76.86% examples, 724551 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:01,612 : INFO : EPOCH 2 - PROGRESS: at 77.22% examples, 724537 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:02,630 : INFO : EPOCH 2 - PROGRESS: at 77.59% examples, 724543 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:03,632 : INFO : EPOCH 2 - PROGRESS: at 77.94% examples, 724579 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:04,638 : INFO : EPOCH 2 - PROGRESS: at 78.31% examples, 724622 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:05,642 : INFO : EPOCH 2 - PROGRESS: at 78.61% examples, 724640 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:34:06,644 : INFO : EPOCH 2 - PROGRESS: at 78.98% examples, 724639 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:07,650 : INFO : EPOCH 2 - PROGRESS: at 79.32% examples, 724665 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:08,654 : INFO : EPOCH 2 - PROGRESS: at 79.65% examples, 724689 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:09,659 : INFO : EPOCH 2 - PROGRESS: at 80.00% examples, 724667 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:10,665 : INFO : EPOCH 2 - PROGRESS: at 80.36% examples, 724682 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:11,685 : INFO : EPOCH 2 - PROGRESS: at 80.71% examples, 724665 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:12,688 : INFO : EPOCH 2 - PROGRESS: at 81.06% examples, 724683 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:13,702 : INFO : EPOCH 2 - PROGRESS: at 81.42% examples, 724673 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:14,707 : INFO : EPOCH 2 - PROGRESS: at 81.77% examples, 724696 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:34:15,709 : INFO : EPOCH 2 - PROGRESS: at 82.12% examples, 724762 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:16,716 : INFO : EPOCH 2 - PROGRESS: at 82.49% examples, 724773 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:17,726 : INFO : EPOCH 2 - PROGRESS: at 82.85% examples, 724809 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:18,732 : INFO : EPOCH 2 - PROGRESS: at 83.20% examples, 724811 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:19,748 : INFO : EPOCH 2 - PROGRESS: at 83.54% examples, 724722 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:34:20,760 : INFO : EPOCH 2 - PROGRESS: at 83.89% examples, 724574 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:34:21,769 : INFO : EPOCH 2 - PROGRESS: at 84.22% examples, 724480 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:34:22,778 : INFO : EPOCH 2 - PROGRESS: at 84.58% examples, 724381 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:23,787 : INFO : EPOCH 2 - PROGRESS: at 84.90% examples, 724276 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:24,810 : INFO : EPOCH 2 - PROGRESS: at 85.24% examples, 723871 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:25,826 : INFO : EPOCH 2 - PROGRESS: at 85.53% examples, 723378 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:26,831 : INFO : EPOCH 2 - PROGRESS: at 85.88% examples, 723388 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:34:27,834 : INFO : EPOCH 2 - PROGRESS: at 86.23% examples, 723413 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:28,835 : INFO : EPOCH 2 - PROGRESS: at 86.61% examples, 723423 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:29,849 : INFO : EPOCH 2 - PROGRESS: at 86.97% examples, 723406 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:30,851 : INFO : EPOCH 2 - PROGRESS: at 87.31% examples, 723389 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:31,853 : INFO : EPOCH 2 - PROGRESS: at 87.65% examples, 723395 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:32,864 : INFO : EPOCH 2 - PROGRESS: at 88.00% examples, 723375 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:33,864 : INFO : EPOCH 2 - PROGRESS: at 88.33% examples, 723452 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:34,866 : INFO : EPOCH 2 - PROGRESS: at 88.70% examples, 723451 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:34:35,882 : INFO : EPOCH 2 - PROGRESS: at 89.05% examples, 723448 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:36,882 : INFO : EPOCH 2 - PROGRESS: at 89.42% examples, 723449 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:37,893 : INFO : EPOCH 2 - PROGRESS: at 89.78% examples, 723464 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:38,895 : INFO : EPOCH 2 - PROGRESS: at 90.13% examples, 723487 words/s, in_qsize 8, out_qsize 1
2020-07-24 18:34:39,897 : INFO : EPOCH 2 - PROGRESS: at 90.48% examples, 723484 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:40,898 : INFO : EPOCH 2 - PROGRESS: at 90.84% examples, 723485 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:41,898 : INFO : EPOCH 2 - PROGRESS: at 91.18% examples, 723503 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:42,911 : INFO : EPOCH 2 - PROGRESS: at 91.54% examples, 723502 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:43,922 : INFO : EPOCH 2 - PROGRESS: at 91.90% examples, 723470 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:44,945 : INFO : EPOCH 2 - PROGRESS: at 92.25% examples, 723517 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:34:45,956 : INFO : EPOCH 2 - PROGRESS: at 92.62% examples, 723531 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:46,958 : INFO : EPOCH 2 - PROGRESS: at 92.98% examples, 723544 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:47,960 : INFO : EPOCH 2 - PROGRESS: at 93.32% examples, 723553 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:48,961 : INFO : EPOCH 2 - PROGRESS: at 93.66% examples, 723543 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:49,976 : INFO : EPOCH 2 - PROGRESS: at 94.01% examples, 723513 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:50,977 : INFO : EPOCH 2 - PROGRESS: at 94.36% examples, 723507 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:51,984 : INFO : EPOCH 2 - PROGRESS: at 94.72% examples, 723510 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:52,990 : INFO : EPOCH 2 - PROGRESS: at 95.09% examples, 723524 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:54,001 : INFO : EPOCH 2 - PROGRESS: at 95.44% examples, 723502 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:55,005 : INFO : EPOCH 2 - PROGRESS: at 95.79% examples, 723555 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:56,008 : INFO : EPOCH 2 - PROGRESS: at 96.15% examples, 723561 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:57,023 : INFO : EPOCH 2 - PROGRESS: at 96.53% examples, 723593 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:34:58,025 : INFO : EPOCH 2 - PROGRESS: at 96.88% examples, 723628 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:34:59,035 : INFO : EPOCH 2 - PROGRESS: at 97.21% examples, 723641 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:00,045 : INFO : EPOCH 2 - PROGRESS: at 97.57% examples, 723646 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:01,056 : INFO : EPOCH 2 - PROGRESS: at 97.91% examples, 723657 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:35:02,075 : INFO : EPOCH 2 - PROGRESS: at 98.27% examples, 723654 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:35:03,077 : INFO : EPOCH 2 - PROGRESS: at 98.64% examples, 723662 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:04,079 : INFO : EPOCH 2 - PROGRESS: at 99.01% examples, 723662 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:05,082 : INFO : EPOCH 2 - PROGRESS: at 99.38% examples, 723641 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:06,082 : INFO : EPOCH 2 - PROGRESS: at 99.73% examples, 723648 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:06,825 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 18:35:06,844 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 18:35:06,845 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 18:35:06,847 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 18:35:06,847 : INFO : EPOCH - 2 : training on 265957053 raw words (206776997 effective words) took 285.7s, 723665 effective words/s
2020-07-24 18:35:07,854 : INFO : EPOCH 3 - PROGRESS: at 0.33% examples, 718289 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:08,878 : INFO : EPOCH 3 - PROGRESS: at 0.72% examples, 712493 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:35:09,893 : INFO : EPOCH 3 - PROGRESS: at 1.06% examples, 718071 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:10,897 : INFO : EPOCH 3 - PROGRESS: at 1.43% examples, 720811 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:11,904 : INFO : EPOCH 3 - PROGRESS: at 1.79% examples, 721933 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:12,917 : INFO : EPOCH 3 - PROGRESS: at 2.13% examples, 723198 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:13,917 : INFO : EPOCH 3 - PROGRESS: at 2.47% examples, 725331 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:14,928 : INFO : EPOCH 3 - PROGRESS: at 2.84% examples, 725582 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:15,931 : INFO : EPOCH 3 - PROGRESS: at 3.19% examples, 725996 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:16,943 : INFO : EPOCH 3 - PROGRESS: at 3.54% examples, 725621 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:17,945 : INFO : EPOCH 3 - PROGRESS: at 3.90% examples, 726250 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:18,947 : INFO : EPOCH 3 - PROGRESS: at 4.25% examples, 726759 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:19,954 : INFO : EPOCH 3 - PROGRESS: at 4.60% examples, 726870 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:20,960 : INFO : EPOCH 3 - PROGRESS: at 4.95% examples, 726312 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:21,964 : INFO : EPOCH 3 - PROGRESS: at 5.31% examples, 725853 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:35:22,974 : INFO : EPOCH 3 - PROGRESS: at 5.71% examples, 725191 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:23,976 : INFO : EPOCH 3 - PROGRESS: at 6.07% examples, 724953 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:24,982 : INFO : EPOCH 3 - PROGRESS: at 6.42% examples, 725543 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:25,983 : INFO : EPOCH 3 - PROGRESS: at 6.76% examples, 725534 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:26,993 : INFO : EPOCH 3 - PROGRESS: at 7.10% examples, 725518 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:27,998 : INFO : EPOCH 3 - PROGRESS: at 7.44% examples, 725860 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:29,004 : INFO : EPOCH 3 - PROGRESS: at 7.79% examples, 725350 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:30,013 : INFO : EPOCH 3 - PROGRESS: at 8.16% examples, 726142 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:31,023 : INFO : EPOCH 3 - PROGRESS: at 8.52% examples, 725784 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:32,036 : INFO : EPOCH 3 - PROGRESS: at 8.87% examples, 725766 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:33,037 : INFO : EPOCH 3 - PROGRESS: at 9.23% examples, 725540 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:34,049 : INFO : EPOCH 3 - PROGRESS: at 9.58% examples, 725369 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:35,056 : INFO : EPOCH 3 - PROGRESS: at 9.93% examples, 725395 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:36,064 : INFO : EPOCH 3 - PROGRESS: at 10.29% examples, 725484 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:37,083 : INFO : EPOCH 3 - PROGRESS: at 10.64% examples, 725122 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:38,085 : INFO : EPOCH 3 - PROGRESS: at 10.98% examples, 725156 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:39,086 : INFO : EPOCH 3 - PROGRESS: at 11.32% examples, 725551 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:40,103 : INFO : EPOCH 3 - PROGRESS: at 11.64% examples, 725618 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:41,112 : INFO : EPOCH 3 - PROGRESS: at 12.02% examples, 725635 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:42,115 : INFO : EPOCH 3 - PROGRESS: at 12.36% examples, 725529 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:43,121 : INFO : EPOCH 3 - PROGRESS: at 12.73% examples, 725602 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:35:44,132 : INFO : EPOCH 3 - PROGRESS: at 13.12% examples, 725442 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:45,136 : INFO : EPOCH 3 - PROGRESS: at 13.44% examples, 725794 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:46,137 : INFO : EPOCH 3 - PROGRESS: at 13.77% examples, 725742 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:47,142 : INFO : EPOCH 3 - PROGRESS: at 14.12% examples, 725691 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:48,152 : INFO : EPOCH 3 - PROGRESS: at 14.47% examples, 725649 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:35:49,159 : INFO : EPOCH 3 - PROGRESS: at 14.84% examples, 725599 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:50,161 : INFO : EPOCH 3 - PROGRESS: at 15.19% examples, 725580 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:51,167 : INFO : EPOCH 3 - PROGRESS: at 15.54% examples, 725521 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:52,171 : INFO : EPOCH 3 - PROGRESS: at 15.91% examples, 725518 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:53,175 : INFO : EPOCH 3 - PROGRESS: at 16.25% examples, 725784 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:54,195 : INFO : EPOCH 3 - PROGRESS: at 16.60% examples, 725746 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:55,214 : INFO : EPOCH 3 - PROGRESS: at 16.97% examples, 725648 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:56,225 : INFO : EPOCH 3 - PROGRESS: at 17.32% examples, 725989 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:57,237 : INFO : EPOCH 3 - PROGRESS: at 17.68% examples, 726277 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:35:58,247 : INFO : EPOCH 3 - PROGRESS: at 18.03% examples, 726147 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:35:59,254 : INFO : EPOCH 3 - PROGRESS: at 18.38% examples, 726325 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:00,259 : INFO : EPOCH 3 - PROGRESS: at 18.74% examples, 726365 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:01,269 : INFO : EPOCH 3 - PROGRESS: at 19.08% examples, 726197 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:02,269 : INFO : EPOCH 3 - PROGRESS: at 19.42% examples, 726271 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:03,282 : INFO : EPOCH 3 - PROGRESS: at 19.79% examples, 726292 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:04,300 : INFO : EPOCH 3 - PROGRESS: at 20.16% examples, 726101 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:05,300 : INFO : EPOCH 3 - PROGRESS: at 20.52% examples, 726293 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:06,305 : INFO : EPOCH 3 - PROGRESS: at 20.89% examples, 726205 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:07,306 : INFO : EPOCH 3 - PROGRESS: at 21.24% examples, 726392 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:08,317 : INFO : EPOCH 3 - PROGRESS: at 21.58% examples, 726394 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:09,330 : INFO : EPOCH 3 - PROGRESS: at 21.94% examples, 726351 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:10,334 : INFO : EPOCH 3 - PROGRESS: at 22.30% examples, 726361 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:36:11,337 : INFO : EPOCH 3 - PROGRESS: at 22.64% examples, 726380 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:12,338 : INFO : EPOCH 3 - PROGRESS: at 22.99% examples, 726331 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:13,353 : INFO : EPOCH 3 - PROGRESS: at 23.33% examples, 726253 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:14,354 : INFO : EPOCH 3 - PROGRESS: at 23.69% examples, 726222 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:36:15,354 : INFO : EPOCH 3 - PROGRESS: at 24.06% examples, 726267 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:16,361 : INFO : EPOCH 3 - PROGRESS: at 24.42% examples, 726061 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:17,376 : INFO : EPOCH 3 - PROGRESS: at 24.78% examples, 725888 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:18,386 : INFO : EPOCH 3 - PROGRESS: at 25.13% examples, 725910 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:19,391 : INFO : EPOCH 3 - PROGRESS: at 25.50% examples, 725974 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:20,396 : INFO : EPOCH 3 - PROGRESS: at 25.86% examples, 725990 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:21,397 : INFO : EPOCH 3 - PROGRESS: at 26.21% examples, 725997 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:22,402 : INFO : EPOCH 3 - PROGRESS: at 26.57% examples, 725877 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:23,417 : INFO : EPOCH 3 - PROGRESS: at 26.94% examples, 725837 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:24,418 : INFO : EPOCH 3 - PROGRESS: at 27.31% examples, 725866 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:25,424 : INFO : EPOCH 3 - PROGRESS: at 27.65% examples, 725952 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:26,430 : INFO : EPOCH 3 - PROGRESS: at 27.99% examples, 726081 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:27,430 : INFO : EPOCH 3 - PROGRESS: at 28.34% examples, 726246 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:28,439 : INFO : EPOCH 3 - PROGRESS: at 28.73% examples, 726237 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:29,443 : INFO : EPOCH 3 - PROGRESS: at 29.09% examples, 726237 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:30,445 : INFO : EPOCH 3 - PROGRESS: at 29.42% examples, 726220 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:31,455 : INFO : EPOCH 3 - PROGRESS: at 29.81% examples, 726274 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:32,466 : INFO : EPOCH 3 - PROGRESS: at 30.18% examples, 726240 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:33,482 : INFO : EPOCH 3 - PROGRESS: at 30.52% examples, 726315 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:34,485 : INFO : EPOCH 3 - PROGRESS: at 30.85% examples, 726329 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:35,505 : INFO : EPOCH 3 - PROGRESS: at 31.21% examples, 726398 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:36,517 : INFO : EPOCH 3 - PROGRESS: at 31.58% examples, 726419 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:37,524 : INFO : EPOCH 3 - PROGRESS: at 31.93% examples, 726488 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:38,530 : INFO : EPOCH 3 - PROGRESS: at 32.27% examples, 726428 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:39,536 : INFO : EPOCH 3 - PROGRESS: at 32.63% examples, 726491 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:40,544 : INFO : EPOCH 3 - PROGRESS: at 32.98% examples, 726438 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:41,552 : INFO : EPOCH 3 - PROGRESS: at 33.32% examples, 726462 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:42,556 : INFO : EPOCH 3 - PROGRESS: at 33.68% examples, 726476 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:43,572 : INFO : EPOCH 3 - PROGRESS: at 34.02% examples, 726518 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:44,578 : INFO : EPOCH 3 - PROGRESS: at 34.36% examples, 726570 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:45,582 : INFO : EPOCH 3 - PROGRESS: at 34.71% examples, 726445 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:46,584 : INFO : EPOCH 3 - PROGRESS: at 35.08% examples, 726498 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:47,597 : INFO : EPOCH 3 - PROGRESS: at 35.42% examples, 726490 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:48,615 : INFO : EPOCH 3 - PROGRESS: at 35.78% examples, 726527 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:36:49,618 : INFO : EPOCH 3 - PROGRESS: at 36.16% examples, 726522 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:50,619 : INFO : EPOCH 3 - PROGRESS: at 36.50% examples, 726591 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:51,627 : INFO : EPOCH 3 - PROGRESS: at 36.84% examples, 726399 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:52,631 : INFO : EPOCH 3 - PROGRESS: at 37.17% examples, 726555 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:53,634 : INFO : EPOCH 3 - PROGRESS: at 37.54% examples, 726488 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:54,634 : INFO : EPOCH 3 - PROGRESS: at 37.86% examples, 726602 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:55,653 : INFO : EPOCH 3 - PROGRESS: at 38.22% examples, 726528 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:56,656 : INFO : EPOCH 3 - PROGRESS: at 38.57% examples, 726508 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:57,658 : INFO : EPOCH 3 - PROGRESS: at 38.95% examples, 726444 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:58,671 : INFO : EPOCH 3 - PROGRESS: at 39.30% examples, 726511 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:36:59,671 : INFO : EPOCH 3 - PROGRESS: at 39.65% examples, 726419 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:00,678 : INFO : EPOCH 3 - PROGRESS: at 39.98% examples, 726200 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:01,678 : INFO : EPOCH 3 - PROGRESS: at 40.32% examples, 725899 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:02,697 : INFO : EPOCH 3 - PROGRESS: at 40.66% examples, 725719 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:03,702 : INFO : EPOCH 3 - PROGRESS: at 40.98% examples, 725434 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:04,702 : INFO : EPOCH 3 - PROGRESS: at 41.24% examples, 724205 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:05,705 : INFO : EPOCH 3 - PROGRESS: at 41.57% examples, 723737 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:06,708 : INFO : EPOCH 3 - PROGRESS: at 41.92% examples, 723642 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:37:07,710 : INFO : EPOCH 3 - PROGRESS: at 42.28% examples, 723637 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:08,716 : INFO : EPOCH 3 - PROGRESS: at 42.64% examples, 723642 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:09,720 : INFO : EPOCH 3 - PROGRESS: at 42.98% examples, 723751 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:10,723 : INFO : EPOCH 3 - PROGRESS: at 43.32% examples, 723795 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:11,731 : INFO : EPOCH 3 - PROGRESS: at 43.66% examples, 723771 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:12,743 : INFO : EPOCH 3 - PROGRESS: at 44.02% examples, 723852 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:13,743 : INFO : EPOCH 3 - PROGRESS: at 44.38% examples, 723971 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:37:14,751 : INFO : EPOCH 3 - PROGRESS: at 44.70% examples, 723984 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:15,752 : INFO : EPOCH 3 - PROGRESS: at 45.05% examples, 724047 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:16,758 : INFO : EPOCH 3 - PROGRESS: at 45.39% examples, 723944 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:17,771 : INFO : EPOCH 3 - PROGRESS: at 45.72% examples, 724040 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:18,776 : INFO : EPOCH 3 - PROGRESS: at 46.09% examples, 724082 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:19,776 : INFO : EPOCH 3 - PROGRESS: at 46.43% examples, 724122 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:20,776 : INFO : EPOCH 3 - PROGRESS: at 46.79% examples, 724097 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:37:21,780 : INFO : EPOCH 3 - PROGRESS: at 47.16% examples, 724139 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:22,783 : INFO : EPOCH 3 - PROGRESS: at 47.50% examples, 724155 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:23,793 : INFO : EPOCH 3 - PROGRESS: at 47.89% examples, 724167 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:24,799 : INFO : EPOCH 3 - PROGRESS: at 48.23% examples, 724145 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:25,807 : INFO : EPOCH 3 - PROGRESS: at 48.56% examples, 724158 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:26,808 : INFO : EPOCH 3 - PROGRESS: at 48.89% examples, 724195 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:37:27,829 : INFO : EPOCH 3 - PROGRESS: at 49.28% examples, 724243 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:28,832 : INFO : EPOCH 3 - PROGRESS: at 49.64% examples, 724334 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:29,855 : INFO : EPOCH 3 - PROGRESS: at 49.98% examples, 724393 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:30,859 : INFO : EPOCH 3 - PROGRESS: at 50.33% examples, 724426 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:31,861 : INFO : EPOCH 3 - PROGRESS: at 50.69% examples, 724453 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:32,885 : INFO : EPOCH 3 - PROGRESS: at 51.08% examples, 724371 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:33,886 : INFO : EPOCH 3 - PROGRESS: at 51.43% examples, 724394 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:34,886 : INFO : EPOCH 3 - PROGRESS: at 51.78% examples, 724375 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:35,889 : INFO : EPOCH 3 - PROGRESS: at 52.12% examples, 724365 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:36,890 : INFO : EPOCH 3 - PROGRESS: at 52.48% examples, 724484 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:37,900 : INFO : EPOCH 3 - PROGRESS: at 52.83% examples, 724473 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:38,901 : INFO : EPOCH 3 - PROGRESS: at 53.20% examples, 724467 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:39,914 : INFO : EPOCH 3 - PROGRESS: at 53.53% examples, 724507 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:40,916 : INFO : EPOCH 3 - PROGRESS: at 53.88% examples, 724489 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:37:41,923 : INFO : EPOCH 3 - PROGRESS: at 54.24% examples, 724533 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:42,938 : INFO : EPOCH 3 - PROGRESS: at 54.62% examples, 724508 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:43,940 : INFO : EPOCH 3 - PROGRESS: at 54.99% examples, 724461 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:44,949 : INFO : EPOCH 3 - PROGRESS: at 55.37% examples, 724435 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:45,962 : INFO : EPOCH 3 - PROGRESS: at 55.70% examples, 724503 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:46,968 : INFO : EPOCH 3 - PROGRESS: at 56.10% examples, 724507 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:47,974 : INFO : EPOCH 3 - PROGRESS: at 56.47% examples, 724494 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:48,983 : INFO : EPOCH 3 - PROGRESS: at 56.82% examples, 724516 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:50,000 : INFO : EPOCH 3 - PROGRESS: at 57.17% examples, 724552 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:51,006 : INFO : EPOCH 3 - PROGRESS: at 57.51% examples, 724545 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:52,011 : INFO : EPOCH 3 - PROGRESS: at 57.88% examples, 724583 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:37:53,018 : INFO : EPOCH 3 - PROGRESS: at 58.23% examples, 724576 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:54,020 : INFO : EPOCH 3 - PROGRESS: at 58.59% examples, 724578 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:55,024 : INFO : EPOCH 3 - PROGRESS: at 58.94% examples, 724632 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:56,024 : INFO : EPOCH 3 - PROGRESS: at 59.29% examples, 724595 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:57,040 : INFO : EPOCH 3 - PROGRESS: at 59.66% examples, 724679 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:37:58,058 : INFO : EPOCH 3 - PROGRESS: at 59.96% examples, 724682 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:37:59,064 : INFO : EPOCH 3 - PROGRESS: at 60.31% examples, 724666 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:00,078 : INFO : EPOCH 3 - PROGRESS: at 60.68% examples, 724678 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:01,087 : INFO : EPOCH 3 - PROGRESS: at 61.03% examples, 724670 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:02,088 : INFO : EPOCH 3 - PROGRESS: at 61.39% examples, 724661 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:03,109 : INFO : EPOCH 3 - PROGRESS: at 61.74% examples, 724682 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:04,109 : INFO : EPOCH 3 - PROGRESS: at 62.09% examples, 724789 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:05,118 : INFO : EPOCH 3 - PROGRESS: at 62.45% examples, 724754 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:06,123 : INFO : EPOCH 3 - PROGRESS: at 62.80% examples, 724738 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:07,126 : INFO : EPOCH 3 - PROGRESS: at 63.11% examples, 724780 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:08,129 : INFO : EPOCH 3 - PROGRESS: at 63.44% examples, 724868 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:09,131 : INFO : EPOCH 3 - PROGRESS: at 63.78% examples, 724842 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:10,132 : INFO : EPOCH 3 - PROGRESS: at 64.11% examples, 724949 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:11,133 : INFO : EPOCH 3 - PROGRESS: at 64.47% examples, 725008 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:12,133 : INFO : EPOCH 3 - PROGRESS: at 64.84% examples, 724925 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:13,151 : INFO : EPOCH 3 - PROGRESS: at 65.23% examples, 724932 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:14,156 : INFO : EPOCH 3 - PROGRESS: at 65.58% examples, 724961 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:15,157 : INFO : EPOCH 3 - PROGRESS: at 65.94% examples, 724941 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:16,164 : INFO : EPOCH 3 - PROGRESS: at 66.30% examples, 724973 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:17,171 : INFO : EPOCH 3 - PROGRESS: at 66.64% examples, 725005 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:38:18,188 : INFO : EPOCH 3 - PROGRESS: at 67.01% examples, 724992 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:19,190 : INFO : EPOCH 3 - PROGRESS: at 67.38% examples, 725001 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:20,196 : INFO : EPOCH 3 - PROGRESS: at 67.74% examples, 725032 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:21,202 : INFO : EPOCH 3 - PROGRESS: at 68.09% examples, 725051 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:22,204 : INFO : EPOCH 3 - PROGRESS: at 68.46% examples, 725043 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:23,220 : INFO : EPOCH 3 - PROGRESS: at 68.81% examples, 725011 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:24,222 : INFO : EPOCH 3 - PROGRESS: at 69.17% examples, 725108 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:25,224 : INFO : EPOCH 3 - PROGRESS: at 69.51% examples, 725075 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:26,238 : INFO : EPOCH 3 - PROGRESS: at 69.84% examples, 725108 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:27,243 : INFO : EPOCH 3 - PROGRESS: at 70.22% examples, 725148 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:28,258 : INFO : EPOCH 3 - PROGRESS: at 70.57% examples, 725134 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:29,261 : INFO : EPOCH 3 - PROGRESS: at 70.93% examples, 725180 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:30,265 : INFO : EPOCH 3 - PROGRESS: at 71.29% examples, 725180 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:38:31,265 : INFO : EPOCH 3 - PROGRESS: at 71.65% examples, 725169 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:32,268 : INFO : EPOCH 3 - PROGRESS: at 72.01% examples, 725170 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:38:33,281 : INFO : EPOCH 3 - PROGRESS: at 72.36% examples, 725147 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:34,283 : INFO : EPOCH 3 - PROGRESS: at 72.70% examples, 725174 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:35,302 : INFO : EPOCH 3 - PROGRESS: at 73.07% examples, 725145 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:38:36,315 : INFO : EPOCH 3 - PROGRESS: at 73.46% examples, 725140 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:37,317 : INFO : EPOCH 3 - PROGRESS: at 73.81% examples, 725181 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:38,317 : INFO : EPOCH 3 - PROGRESS: at 74.16% examples, 725110 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:39,320 : INFO : EPOCH 3 - PROGRESS: at 74.53% examples, 725127 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:40,327 : INFO : EPOCH 3 - PROGRESS: at 74.89% examples, 725121 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:41,335 : INFO : EPOCH 3 - PROGRESS: at 75.22% examples, 725167 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:42,337 : INFO : EPOCH 3 - PROGRESS: at 75.57% examples, 725151 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:43,338 : INFO : EPOCH 3 - PROGRESS: at 75.87% examples, 725183 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:44,347 : INFO : EPOCH 3 - PROGRESS: at 76.24% examples, 725224 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:45,351 : INFO : EPOCH 3 - PROGRESS: at 76.61% examples, 725199 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:46,357 : INFO : EPOCH 3 - PROGRESS: at 76.95% examples, 725243 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:47,359 : INFO : EPOCH 3 - PROGRESS: at 77.29% examples, 725235 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:48,367 : INFO : EPOCH 3 - PROGRESS: at 77.66% examples, 725226 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:49,386 : INFO : EPOCH 3 - PROGRESS: at 78.03% examples, 725222 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:50,387 : INFO : EPOCH 3 - PROGRESS: at 78.38% examples, 725268 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:51,390 : INFO : EPOCH 3 - PROGRESS: at 78.70% examples, 725299 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:52,394 : INFO : EPOCH 3 - PROGRESS: at 79.04% examples, 725314 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:53,414 : INFO : EPOCH 3 - PROGRESS: at 79.39% examples, 725308 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:54,422 : INFO : EPOCH 3 - PROGRESS: at 79.74% examples, 725340 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:55,427 : INFO : EPOCH 3 - PROGRESS: at 80.10% examples, 725342 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:56,432 : INFO : EPOCH 3 - PROGRESS: at 80.45% examples, 725411 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:57,441 : INFO : EPOCH 3 - PROGRESS: at 80.80% examples, 725372 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:58,441 : INFO : EPOCH 3 - PROGRESS: at 81.16% examples, 725393 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:38:59,448 : INFO : EPOCH 3 - PROGRESS: at 81.51% examples, 725394 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:00,460 : INFO : EPOCH 3 - PROGRESS: at 81.86% examples, 725455 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:01,470 : INFO : EPOCH 3 - PROGRESS: at 82.21% examples, 725470 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:02,473 : INFO : EPOCH 3 - PROGRESS: at 82.58% examples, 725423 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:39:03,482 : INFO : EPOCH 3 - PROGRESS: at 82.92% examples, 725418 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:04,490 : INFO : EPOCH 3 - PROGRESS: at 83.29% examples, 725437 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:05,490 : INFO : EPOCH 3 - PROGRESS: at 83.63% examples, 725476 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:06,495 : INFO : EPOCH 3 - PROGRESS: at 84.00% examples, 725431 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:07,509 : INFO : EPOCH 3 - PROGRESS: at 84.33% examples, 725459 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:08,517 : INFO : EPOCH 3 - PROGRESS: at 84.68% examples, 725449 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:09,537 : INFO : EPOCH 3 - PROGRESS: at 85.05% examples, 725398 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:10,538 : INFO : EPOCH 3 - PROGRESS: at 85.42% examples, 725464 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:11,541 : INFO : EPOCH 3 - PROGRESS: at 85.76% examples, 725459 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:12,541 : INFO : EPOCH 3 - PROGRESS: at 86.12% examples, 725449 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:13,542 : INFO : EPOCH 3 - PROGRESS: at 86.49% examples, 725445 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:14,554 : INFO : EPOCH 3 - PROGRESS: at 86.85% examples, 725422 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:15,555 : INFO : EPOCH 3 - PROGRESS: at 87.20% examples, 725445 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:16,568 : INFO : EPOCH 3 - PROGRESS: at 87.54% examples, 725451 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:17,570 : INFO : EPOCH 3 - PROGRESS: at 87.87% examples, 725404 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:18,573 : INFO : EPOCH 3 - PROGRESS: at 88.22% examples, 725455 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:19,580 : INFO : EPOCH 3 - PROGRESS: at 88.58% examples, 725479 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:20,586 : INFO : EPOCH 3 - PROGRESS: at 88.95% examples, 725482 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:39:21,588 : INFO : EPOCH 3 - PROGRESS: at 89.31% examples, 725495 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:22,596 : INFO : EPOCH 3 - PROGRESS: at 89.67% examples, 725497 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:39:23,598 : INFO : EPOCH 3 - PROGRESS: at 90.03% examples, 725509 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:24,601 : INFO : EPOCH 3 - PROGRESS: at 90.38% examples, 725532 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:25,603 : INFO : EPOCH 3 - PROGRESS: at 90.73% examples, 725538 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:26,619 : INFO : EPOCH 3 - PROGRESS: at 91.08% examples, 725521 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:27,621 : INFO : EPOCH 3 - PROGRESS: at 91.44% examples, 725522 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:28,635 : INFO : EPOCH 3 - PROGRESS: at 91.80% examples, 725489 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:39:29,643 : INFO : EPOCH 3 - PROGRESS: at 92.15% examples, 725570 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:30,657 : INFO : EPOCH 3 - PROGRESS: at 92.52% examples, 725531 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:31,673 : INFO : EPOCH 3 - PROGRESS: at 92.87% examples, 725519 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:32,682 : INFO : EPOCH 3 - PROGRESS: at 93.24% examples, 725545 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:39:33,684 : INFO : EPOCH 3 - PROGRESS: at 93.58% examples, 725568 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:34,716 : INFO : EPOCH 3 - PROGRESS: at 93.92% examples, 725553 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:39:35,723 : INFO : EPOCH 3 - PROGRESS: at 94.28% examples, 725587 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:36,724 : INFO : EPOCH 3 - PROGRESS: at 94.64% examples, 725563 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:37,726 : INFO : EPOCH 3 - PROGRESS: at 95.00% examples, 725557 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:38,737 : INFO : EPOCH 3 - PROGRESS: at 95.36% examples, 725581 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:39,739 : INFO : EPOCH 3 - PROGRESS: at 95.71% examples, 725512 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:40,755 : INFO : EPOCH 3 - PROGRESS: at 96.05% examples, 725434 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:41,762 : INFO : EPOCH 3 - PROGRESS: at 96.41% examples, 725268 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:42,772 : INFO : EPOCH 3 - PROGRESS: at 96.74% examples, 725170 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:43,792 : INFO : EPOCH 3 - PROGRESS: at 97.06% examples, 725051 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:44,794 : INFO : EPOCH 3 - PROGRESS: at 97.34% examples, 724572 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:45,795 : INFO : EPOCH 3 - PROGRESS: at 97.69% examples, 724354 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:39:46,797 : INFO : EPOCH 3 - PROGRESS: at 98.01% examples, 724360 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:47,809 : INFO : EPOCH 3 - PROGRESS: at 98.37% examples, 724375 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:48,811 : INFO : EPOCH 3 - PROGRESS: at 98.74% examples, 724379 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:49,824 : INFO : EPOCH 3 - PROGRESS: at 99.12% examples, 724359 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:50,839 : INFO : EPOCH 3 - PROGRESS: at 99.48% examples, 724353 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:51,841 : INFO : EPOCH 3 - PROGRESS: at 99.82% examples, 724363 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:52,282 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 18:39:52,286 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 18:39:52,289 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 18:39:52,300 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 18:39:52,301 : INFO : EPOCH - 3 : training on 265957053 raw words (206770278 effective words) took 285.4s, 724368 effective words/s
2020-07-24 18:39:53,319 : INFO : EPOCH 4 - PROGRESS: at 0.33% examples, 710506 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:54,332 : INFO : EPOCH 4 - PROGRESS: at 0.72% examples, 713298 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:55,334 : INFO : EPOCH 4 - PROGRESS: at 1.07% examples, 721573 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:56,340 : INFO : EPOCH 4 - PROGRESS: at 1.42% examples, 721126 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:57,341 : INFO : EPOCH 4 - PROGRESS: at 1.78% examples, 721821 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:58,343 : INFO : EPOCH 4 - PROGRESS: at 2.13% examples, 724564 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:39:59,348 : INFO : EPOCH 4 - PROGRESS: at 2.46% examples, 725579 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:00,351 : INFO : EPOCH 4 - PROGRESS: at 2.82% examples, 725045 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:01,362 : INFO : EPOCH 4 - PROGRESS: at 3.18% examples, 726125 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:02,362 : INFO : EPOCH 4 - PROGRESS: at 3.53% examples, 725986 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:03,369 : INFO : EPOCH 4 - PROGRESS: at 3.89% examples, 726194 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:04,385 : INFO : EPOCH 4 - PROGRESS: at 4.24% examples, 725515 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:05,391 : INFO : EPOCH 4 - PROGRESS: at 4.59% examples, 726043 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:40:06,398 : INFO : EPOCH 4 - PROGRESS: at 4.94% examples, 725575 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:40:07,400 : INFO : EPOCH 4 - PROGRESS: at 5.30% examples, 725632 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:08,411 : INFO : EPOCH 4 - PROGRESS: at 5.69% examples, 723880 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:09,417 : INFO : EPOCH 4 - PROGRESS: at 6.06% examples, 724196 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:10,442 : INFO : EPOCH 4 - PROGRESS: at 6.41% examples, 724445 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:11,443 : INFO : EPOCH 4 - PROGRESS: at 6.76% examples, 725256 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:12,449 : INFO : EPOCH 4 - PROGRESS: at 7.10% examples, 725382 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:40:13,459 : INFO : EPOCH 4 - PROGRESS: at 7.44% examples, 726247 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:14,476 : INFO : EPOCH 4 - PROGRESS: at 7.81% examples, 725969 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:15,481 : INFO : EPOCH 4 - PROGRESS: at 8.17% examples, 726825 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:40:16,493 : INFO : EPOCH 4 - PROGRESS: at 8.54% examples, 726431 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:17,496 : INFO : EPOCH 4 - PROGRESS: at 8.88% examples, 726465 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:18,500 : INFO : EPOCH 4 - PROGRESS: at 9.24% examples, 726124 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:40:19,521 : INFO : EPOCH 4 - PROGRESS: at 9.60% examples, 726009 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:20,521 : INFO : EPOCH 4 - PROGRESS: at 9.95% examples, 726106 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:21,529 : INFO : EPOCH 4 - PROGRESS: at 10.31% examples, 726150 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:22,540 : INFO : EPOCH 4 - PROGRESS: at 10.66% examples, 726010 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:23,555 : INFO : EPOCH 4 - PROGRESS: at 10.99% examples, 725430 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:24,565 : INFO : EPOCH 4 - PROGRESS: at 11.33% examples, 725415 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:40:25,574 : INFO : EPOCH 4 - PROGRESS: at 11.65% examples, 725661 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:26,577 : INFO : EPOCH 4 - PROGRESS: at 12.03% examples, 725776 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:27,585 : INFO : EPOCH 4 - PROGRESS: at 12.38% examples, 725759 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:28,587 : INFO : EPOCH 4 - PROGRESS: at 12.74% examples, 725743 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:29,589 : INFO : EPOCH 4 - PROGRESS: at 13.12% examples, 725719 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:30,595 : INFO : EPOCH 4 - PROGRESS: at 13.44% examples, 725668 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:40:31,598 : INFO : EPOCH 4 - PROGRESS: at 13.77% examples, 725878 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:32,608 : INFO : EPOCH 4 - PROGRESS: at 14.12% examples, 725817 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:33,608 : INFO : EPOCH 4 - PROGRESS: at 14.48% examples, 725924 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:34,612 : INFO : EPOCH 4 - PROGRESS: at 14.84% examples, 725763 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:35,628 : INFO : EPOCH 4 - PROGRESS: at 15.20% examples, 725866 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:36,641 : INFO : EPOCH 4 - PROGRESS: at 15.55% examples, 725960 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:37,643 : INFO : EPOCH 4 - PROGRESS: at 15.92% examples, 726095 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:38,648 : INFO : EPOCH 4 - PROGRESS: at 16.26% examples, 726194 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:39,652 : INFO : EPOCH 4 - PROGRESS: at 16.62% examples, 726187 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:40,656 : INFO : EPOCH 4 - PROGRESS: at 16.98% examples, 726093 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:41,662 : INFO : EPOCH 4 - PROGRESS: at 17.32% examples, 726227 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:42,667 : INFO : EPOCH 4 - PROGRESS: at 17.67% examples, 726439 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:43,670 : INFO : EPOCH 4 - PROGRESS: at 18.03% examples, 726420 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:44,680 : INFO : EPOCH 4 - PROGRESS: at 18.37% examples, 726382 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:45,682 : INFO : EPOCH 4 - PROGRESS: at 18.72% examples, 726351 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:40:46,686 : INFO : EPOCH 4 - PROGRESS: at 19.08% examples, 726539 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:47,701 : INFO : EPOCH 4 - PROGRESS: at 19.43% examples, 726705 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:48,718 : INFO : EPOCH 4 - PROGRESS: at 19.79% examples, 726665 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:49,723 : INFO : EPOCH 4 - PROGRESS: at 20.17% examples, 726836 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:50,731 : INFO : EPOCH 4 - PROGRESS: at 20.53% examples, 726714 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:51,742 : INFO : EPOCH 4 - PROGRESS: at 20.90% examples, 726631 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:52,748 : INFO : EPOCH 4 - PROGRESS: at 21.24% examples, 726725 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:53,751 : INFO : EPOCH 4 - PROGRESS: at 21.59% examples, 726848 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:54,751 : INFO : EPOCH 4 - PROGRESS: at 21.94% examples, 726821 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:55,752 : INFO : EPOCH 4 - PROGRESS: at 22.29% examples, 726767 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:56,759 : INFO : EPOCH 4 - PROGRESS: at 22.64% examples, 726737 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:57,765 : INFO : EPOCH 4 - PROGRESS: at 22.99% examples, 726622 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:58,770 : INFO : EPOCH 4 - PROGRESS: at 23.33% examples, 726647 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:40:59,785 : INFO : EPOCH 4 - PROGRESS: at 23.69% examples, 726449 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:00,804 : INFO : EPOCH 4 - PROGRESS: at 24.06% examples, 726507 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:01,806 : INFO : EPOCH 4 - PROGRESS: at 24.43% examples, 726484 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:02,808 : INFO : EPOCH 4 - PROGRESS: at 24.79% examples, 726476 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:03,825 : INFO : EPOCH 4 - PROGRESS: at 25.15% examples, 726390 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:04,855 : INFO : EPOCH 4 - PROGRESS: at 25.52% examples, 726372 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:41:05,856 : INFO : EPOCH 4 - PROGRESS: at 25.88% examples, 726447 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:41:06,862 : INFO : EPOCH 4 - PROGRESS: at 26.23% examples, 726507 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:07,886 : INFO : EPOCH 4 - PROGRESS: at 26.61% examples, 726373 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:08,887 : INFO : EPOCH 4 - PROGRESS: at 26.97% examples, 726438 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:09,893 : INFO : EPOCH 4 - PROGRESS: at 27.33% examples, 726352 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:10,897 : INFO : EPOCH 4 - PROGRESS: at 27.67% examples, 726396 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:11,900 : INFO : EPOCH 4 - PROGRESS: at 28.01% examples, 726504 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:12,917 : INFO : EPOCH 4 - PROGRESS: at 28.36% examples, 726425 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:13,924 : INFO : EPOCH 4 - PROGRESS: at 28.75% examples, 726490 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:41:14,939 : INFO : EPOCH 4 - PROGRESS: at 29.11% examples, 726458 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:15,943 : INFO : EPOCH 4 - PROGRESS: at 29.45% examples, 726654 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:41:16,947 : INFO : EPOCH 4 - PROGRESS: at 29.84% examples, 726630 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:17,955 : INFO : EPOCH 4 - PROGRESS: at 30.20% examples, 726642 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:18,955 : INFO : EPOCH 4 - PROGRESS: at 30.54% examples, 726804 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:19,955 : INFO : EPOCH 4 - PROGRESS: at 30.88% examples, 726751 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:20,957 : INFO : EPOCH 4 - PROGRESS: at 31.23% examples, 726911 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:21,957 : INFO : EPOCH 4 - PROGRESS: at 31.59% examples, 726847 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:22,965 : INFO : EPOCH 4 - PROGRESS: at 31.94% examples, 726838 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:41:23,981 : INFO : EPOCH 4 - PROGRESS: at 32.29% examples, 726786 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:24,986 : INFO : EPOCH 4 - PROGRESS: at 32.64% examples, 726699 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:25,989 : INFO : EPOCH 4 - PROGRESS: at 32.99% examples, 726761 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:26,993 : INFO : EPOCH 4 - PROGRESS: at 33.33% examples, 726787 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:28,005 : INFO : EPOCH 4 - PROGRESS: at 33.68% examples, 726745 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:29,020 : INFO : EPOCH 4 - PROGRESS: at 34.03% examples, 726853 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:30,026 : INFO : EPOCH 4 - PROGRESS: at 34.37% examples, 726840 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:31,026 : INFO : EPOCH 4 - PROGRESS: at 34.72% examples, 726809 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:41:32,033 : INFO : EPOCH 4 - PROGRESS: at 35.10% examples, 726900 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:33,045 : INFO : EPOCH 4 - PROGRESS: at 35.44% examples, 726844 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:41:34,060 : INFO : EPOCH 4 - PROGRESS: at 35.80% examples, 726875 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:35,064 : INFO : EPOCH 4 - PROGRESS: at 36.17% examples, 726889 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:36,072 : INFO : EPOCH 4 - PROGRESS: at 36.52% examples, 727009 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:37,087 : INFO : EPOCH 4 - PROGRESS: at 36.87% examples, 726968 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:38,089 : INFO : EPOCH 4 - PROGRESS: at 37.20% examples, 727081 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:39,108 : INFO : EPOCH 4 - PROGRESS: at 37.57% examples, 726966 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:40,128 : INFO : EPOCH 4 - PROGRESS: at 37.91% examples, 727100 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:41,128 : INFO : EPOCH 4 - PROGRESS: at 38.26% examples, 727136 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:41:42,148 : INFO : EPOCH 4 - PROGRESS: at 38.62% examples, 727037 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:43,155 : INFO : EPOCH 4 - PROGRESS: at 39.00% examples, 727005 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:44,161 : INFO : EPOCH 4 - PROGRESS: at 39.34% examples, 727165 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:45,161 : INFO : EPOCH 4 - PROGRESS: at 39.69% examples, 727208 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:46,174 : INFO : EPOCH 4 - PROGRESS: at 40.06% examples, 727119 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:47,174 : INFO : EPOCH 4 - PROGRESS: at 40.41% examples, 727093 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:48,196 : INFO : EPOCH 4 - PROGRESS: at 40.76% examples, 727194 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:49,202 : INFO : EPOCH 4 - PROGRESS: at 41.10% examples, 727351 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:50,231 : INFO : EPOCH 4 - PROGRESS: at 41.44% examples, 727293 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:51,234 : INFO : EPOCH 4 - PROGRESS: at 41.79% examples, 727328 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:52,242 : INFO : EPOCH 4 - PROGRESS: at 42.15% examples, 727350 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:53,262 : INFO : EPOCH 4 - PROGRESS: at 42.52% examples, 727207 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:54,266 : INFO : EPOCH 4 - PROGRESS: at 42.88% examples, 727208 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:55,269 : INFO : EPOCH 4 - PROGRESS: at 43.20% examples, 727287 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:56,277 : INFO : EPOCH 4 - PROGRESS: at 43.55% examples, 727181 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:57,293 : INFO : EPOCH 4 - PROGRESS: at 43.89% examples, 727228 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:58,298 : INFO : EPOCH 4 - PROGRESS: at 44.26% examples, 727296 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:41:59,306 : INFO : EPOCH 4 - PROGRESS: at 44.60% examples, 727312 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:00,315 : INFO : EPOCH 4 - PROGRESS: at 44.94% examples, 727314 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:01,322 : INFO : EPOCH 4 - PROGRESS: at 45.29% examples, 727382 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:02,329 : INFO : EPOCH 4 - PROGRESS: at 45.61% examples, 727384 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:03,334 : INFO : EPOCH 4 - PROGRESS: at 45.99% examples, 727401 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:04,356 : INFO : EPOCH 4 - PROGRESS: at 46.32% examples, 727379 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:05,363 : INFO : EPOCH 4 - PROGRESS: at 46.69% examples, 727430 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:06,366 : INFO : EPOCH 4 - PROGRESS: at 47.06% examples, 727392 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:42:07,380 : INFO : EPOCH 4 - PROGRESS: at 47.42% examples, 727438 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:08,401 : INFO : EPOCH 4 - PROGRESS: at 47.80% examples, 727433 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:09,427 : INFO : EPOCH 4 - PROGRESS: at 48.15% examples, 727371 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:10,429 : INFO : EPOCH 4 - PROGRESS: at 48.49% examples, 727393 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:11,430 : INFO : EPOCH 4 - PROGRESS: at 48.82% examples, 727389 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:12,433 : INFO : EPOCH 4 - PROGRESS: at 49.19% examples, 727393 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:13,436 : INFO : EPOCH 4 - PROGRESS: at 49.55% examples, 727395 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:14,444 : INFO : EPOCH 4 - PROGRESS: at 49.89% examples, 727414 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:15,450 : INFO : EPOCH 4 - PROGRESS: at 50.23% examples, 727472 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:16,452 : INFO : EPOCH 4 - PROGRESS: at 50.59% examples, 727476 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:17,476 : INFO : EPOCH 4 - PROGRESS: at 50.98% examples, 727377 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:18,484 : INFO : EPOCH 4 - PROGRESS: at 51.34% examples, 727418 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:19,489 : INFO : EPOCH 4 - PROGRESS: at 51.70% examples, 727323 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:20,493 : INFO : EPOCH 4 - PROGRESS: at 52.03% examples, 727247 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:21,498 : INFO : EPOCH 4 - PROGRESS: at 52.37% examples, 727111 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:42:22,499 : INFO : EPOCH 4 - PROGRESS: at 52.71% examples, 726898 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:23,507 : INFO : EPOCH 4 - PROGRESS: at 53.07% examples, 726683 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:24,521 : INFO : EPOCH 4 - PROGRESS: at 53.38% examples, 726539 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:25,531 : INFO : EPOCH 4 - PROGRESS: at 53.67% examples, 725630 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:26,537 : INFO : EPOCH 4 - PROGRESS: at 53.98% examples, 725023 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:27,544 : INFO : EPOCH 4 - PROGRESS: at 54.35% examples, 725053 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:28,545 : INFO : EPOCH 4 - PROGRESS: at 54.73% examples, 725082 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:29,551 : INFO : EPOCH 4 - PROGRESS: at 55.10% examples, 725029 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:42:30,560 : INFO : EPOCH 4 - PROGRESS: at 55.46% examples, 724949 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:31,580 : INFO : EPOCH 4 - PROGRESS: at 55.81% examples, 724971 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:32,591 : INFO : EPOCH 4 - PROGRESS: at 56.20% examples, 725024 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:33,595 : INFO : EPOCH 4 - PROGRESS: at 56.57% examples, 724966 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:34,596 : INFO : EPOCH 4 - PROGRESS: at 56.90% examples, 724932 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:35,599 : INFO : EPOCH 4 - PROGRESS: at 57.25% examples, 724923 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:36,602 : INFO : EPOCH 4 - PROGRESS: at 57.60% examples, 725022 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:37,605 : INFO : EPOCH 4 - PROGRESS: at 57.97% examples, 725063 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:38,608 : INFO : EPOCH 4 - PROGRESS: at 58.33% examples, 725093 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:39,618 : INFO : EPOCH 4 - PROGRESS: at 58.69% examples, 725120 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:40,619 : INFO : EPOCH 4 - PROGRESS: at 59.03% examples, 725070 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:41,628 : INFO : EPOCH 4 - PROGRESS: at 59.38% examples, 725108 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:42,637 : INFO : EPOCH 4 - PROGRESS: at 59.72% examples, 725099 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:42:43,655 : INFO : EPOCH 4 - PROGRESS: at 60.06% examples, 725137 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:44,668 : INFO : EPOCH 4 - PROGRESS: at 60.42% examples, 725197 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:45,691 : INFO : EPOCH 4 - PROGRESS: at 60.77% examples, 725142 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:46,693 : INFO : EPOCH 4 - PROGRESS: at 61.13% examples, 725174 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:47,705 : INFO : EPOCH 4 - PROGRESS: at 61.50% examples, 725210 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:48,710 : INFO : EPOCH 4 - PROGRESS: at 61.85% examples, 725283 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:49,714 : INFO : EPOCH 4 - PROGRESS: at 62.20% examples, 725199 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:50,723 : INFO : EPOCH 4 - PROGRESS: at 62.54% examples, 725262 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:51,735 : INFO : EPOCH 4 - PROGRESS: at 62.88% examples, 725265 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:52,736 : INFO : EPOCH 4 - PROGRESS: at 63.20% examples, 725362 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:53,748 : INFO : EPOCH 4 - PROGRESS: at 63.54% examples, 725329 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:54,760 : INFO : EPOCH 4 - PROGRESS: at 63.88% examples, 725331 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:55,777 : INFO : EPOCH 4 - PROGRESS: at 64.22% examples, 725392 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:56,792 : INFO : EPOCH 4 - PROGRESS: at 64.58% examples, 725392 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:42:57,807 : INFO : EPOCH 4 - PROGRESS: at 64.98% examples, 725424 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:58,820 : INFO : EPOCH 4 - PROGRESS: at 65.36% examples, 725445 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:42:59,821 : INFO : EPOCH 4 - PROGRESS: at 65.70% examples, 725435 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:43:00,823 : INFO : EPOCH 4 - PROGRESS: at 66.06% examples, 725451 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:01,826 : INFO : EPOCH 4 - PROGRESS: at 66.42% examples, 725482 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:02,841 : INFO : EPOCH 4 - PROGRESS: at 66.77% examples, 725518 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:03,854 : INFO : EPOCH 4 - PROGRESS: at 67.13% examples, 725566 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:04,856 : INFO : EPOCH 4 - PROGRESS: at 67.50% examples, 725599 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:05,862 : INFO : EPOCH 4 - PROGRESS: at 67.85% examples, 725558 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:06,867 : INFO : EPOCH 4 - PROGRESS: at 68.22% examples, 725560 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:07,875 : INFO : EPOCH 4 - PROGRESS: at 68.58% examples, 725581 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:08,883 : INFO : EPOCH 4 - PROGRESS: at 68.93% examples, 725627 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:09,891 : INFO : EPOCH 4 - PROGRESS: at 69.30% examples, 725654 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:10,894 : INFO : EPOCH 4 - PROGRESS: at 69.62% examples, 725650 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:11,902 : INFO : EPOCH 4 - PROGRESS: at 69.98% examples, 725659 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:12,913 : INFO : EPOCH 4 - PROGRESS: at 70.34% examples, 725618 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:43:13,920 : INFO : EPOCH 4 - PROGRESS: at 70.70% examples, 725642 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:14,937 : INFO : EPOCH 4 - PROGRESS: at 71.06% examples, 725663 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:15,940 : INFO : EPOCH 4 - PROGRESS: at 71.43% examples, 725707 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:16,944 : INFO : EPOCH 4 - PROGRESS: at 71.79% examples, 725656 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:17,947 : INFO : EPOCH 4 - PROGRESS: at 72.13% examples, 725651 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:18,959 : INFO : EPOCH 4 - PROGRESS: at 72.47% examples, 725670 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:19,966 : INFO : EPOCH 4 - PROGRESS: at 72.83% examples, 725703 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:20,976 : INFO : EPOCH 4 - PROGRESS: at 73.22% examples, 725684 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:21,989 : INFO : EPOCH 4 - PROGRESS: at 73.59% examples, 725719 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:43:22,994 : INFO : EPOCH 4 - PROGRESS: at 73.96% examples, 725704 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:23,995 : INFO : EPOCH 4 - PROGRESS: at 74.29% examples, 725721 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:24,997 : INFO : EPOCH 4 - PROGRESS: at 74.67% examples, 725681 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:26,009 : INFO : EPOCH 4 - PROGRESS: at 75.02% examples, 725658 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:27,028 : INFO : EPOCH 4 - PROGRESS: at 75.35% examples, 725721 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:43:28,029 : INFO : EPOCH 4 - PROGRESS: at 75.70% examples, 725763 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:29,035 : INFO : EPOCH 4 - PROGRESS: at 76.02% examples, 725786 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:43:30,044 : INFO : EPOCH 4 - PROGRESS: at 76.39% examples, 725791 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:31,046 : INFO : EPOCH 4 - PROGRESS: at 76.75% examples, 725816 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:32,049 : INFO : EPOCH 4 - PROGRESS: at 77.12% examples, 725874 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:33,051 : INFO : EPOCH 4 - PROGRESS: at 77.46% examples, 725860 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:34,058 : INFO : EPOCH 4 - PROGRESS: at 77.82% examples, 725888 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:35,063 : INFO : EPOCH 4 - PROGRESS: at 78.18% examples, 725874 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:36,077 : INFO : EPOCH 4 - PROGRESS: at 78.51% examples, 725905 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:37,097 : INFO : EPOCH 4 - PROGRESS: at 78.86% examples, 725887 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:38,109 : INFO : EPOCH 4 - PROGRESS: at 79.20% examples, 725903 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:39,110 : INFO : EPOCH 4 - PROGRESS: at 79.53% examples, 725945 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:40,113 : INFO : EPOCH 4 - PROGRESS: at 79.89% examples, 725958 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:41,114 : INFO : EPOCH 4 - PROGRESS: at 80.25% examples, 725975 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:42,116 : INFO : EPOCH 4 - PROGRESS: at 80.58% examples, 725985 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:43,123 : INFO : EPOCH 4 - PROGRESS: at 80.94% examples, 726039 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:44,126 : INFO : EPOCH 4 - PROGRESS: at 81.31% examples, 726017 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:45,134 : INFO : EPOCH 4 - PROGRESS: at 81.66% examples, 726041 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:46,150 : INFO : EPOCH 4 - PROGRESS: at 82.00% examples, 726071 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:43:47,157 : INFO : EPOCH 4 - PROGRESS: at 82.36% examples, 726094 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:48,162 : INFO : EPOCH 4 - PROGRESS: at 82.72% examples, 726095 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:49,165 : INFO : EPOCH 4 - PROGRESS: at 83.08% examples, 726106 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:50,167 : INFO : EPOCH 4 - PROGRESS: at 83.44% examples, 726128 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:51,172 : INFO : EPOCH 4 - PROGRESS: at 83.78% examples, 726134 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:52,177 : INFO : EPOCH 4 - PROGRESS: at 84.14% examples, 726107 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:53,186 : INFO : EPOCH 4 - PROGRESS: at 84.51% examples, 726120 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:54,198 : INFO : EPOCH 4 - PROGRESS: at 84.85% examples, 726149 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:55,201 : INFO : EPOCH 4 - PROGRESS: at 85.22% examples, 726193 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:56,204 : INFO : EPOCH 4 - PROGRESS: at 85.58% examples, 726194 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:57,212 : INFO : EPOCH 4 - PROGRESS: at 85.92% examples, 726207 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:58,221 : INFO : EPOCH 4 - PROGRESS: at 86.29% examples, 726253 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:43:59,225 : INFO : EPOCH 4 - PROGRESS: at 86.67% examples, 726256 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:00,234 : INFO : EPOCH 4 - PROGRESS: at 87.01% examples, 726192 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:01,237 : INFO : EPOCH 4 - PROGRESS: at 87.36% examples, 726228 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:02,239 : INFO : EPOCH 4 - PROGRESS: at 87.70% examples, 726206 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:03,242 : INFO : EPOCH 4 - PROGRESS: at 88.05% examples, 726202 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:44:04,246 : INFO : EPOCH 4 - PROGRESS: at 88.39% examples, 726203 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:05,270 : INFO : EPOCH 4 - PROGRESS: at 88.77% examples, 726167 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:06,274 : INFO : EPOCH 4 - PROGRESS: at 89.12% examples, 726183 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:07,284 : INFO : EPOCH 4 - PROGRESS: at 89.47% examples, 726186 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:08,287 : INFO : EPOCH 4 - PROGRESS: at 89.84% examples, 726185 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:09,289 : INFO : EPOCH 4 - PROGRESS: at 90.18% examples, 726195 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:10,308 : INFO : EPOCH 4 - PROGRESS: at 90.54% examples, 726177 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:11,316 : INFO : EPOCH 4 - PROGRESS: at 90.91% examples, 726244 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:12,334 : INFO : EPOCH 4 - PROGRESS: at 91.25% examples, 726184 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:13,339 : INFO : EPOCH 4 - PROGRESS: at 91.62% examples, 726188 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:44:14,359 : INFO : EPOCH 4 - PROGRESS: at 91.97% examples, 726171 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:15,366 : INFO : EPOCH 4 - PROGRESS: at 92.33% examples, 726202 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:16,369 : INFO : EPOCH 4 - PROGRESS: at 92.68% examples, 726197 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:17,381 : INFO : EPOCH 4 - PROGRESS: at 93.05% examples, 726167 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:18,389 : INFO : EPOCH 4 - PROGRESS: at 93.39% examples, 726216 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:19,398 : INFO : EPOCH 4 - PROGRESS: at 93.73% examples, 726222 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:20,399 : INFO : EPOCH 4 - PROGRESS: at 94.09% examples, 726172 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:21,401 : INFO : EPOCH 4 - PROGRESS: at 94.46% examples, 726197 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:22,411 : INFO : EPOCH 4 - PROGRESS: at 94.81% examples, 726199 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:23,418 : INFO : EPOCH 4 - PROGRESS: at 95.18% examples, 726241 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:24,419 : INFO : EPOCH 4 - PROGRESS: at 95.53% examples, 726246 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:44:25,435 : INFO : EPOCH 4 - PROGRESS: at 95.87% examples, 726246 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:26,440 : INFO : EPOCH 4 - PROGRESS: at 96.24% examples, 726235 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:27,440 : INFO : EPOCH 4 - PROGRESS: at 96.59% examples, 726243 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:28,458 : INFO : EPOCH 4 - PROGRESS: at 96.95% examples, 726242 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:29,468 : INFO : EPOCH 4 - PROGRESS: at 97.29% examples, 726225 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:30,472 : INFO : EPOCH 4 - PROGRESS: at 97.66% examples, 726224 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:31,474 : INFO : EPOCH 4 - PROGRESS: at 97.99% examples, 726248 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:32,479 : INFO : EPOCH 4 - PROGRESS: at 98.35% examples, 726210 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:33,489 : INFO : EPOCH 4 - PROGRESS: at 98.72% examples, 726222 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:34,489 : INFO : EPOCH 4 - PROGRESS: at 99.08% examples, 726193 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:35,503 : INFO : EPOCH 4 - PROGRESS: at 99.46% examples, 726176 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:36,510 : INFO : EPOCH 4 - PROGRESS: at 99.79% examples, 726168 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:37,012 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 18:44:37,020 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 18:44:37,033 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 18:44:37,037 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 18:44:37,038 : INFO : EPOCH - 4 : training on 265957053 raw words (206772553 effective words) took 284.7s, 726202 effective words/s
2020-07-24 18:44:38,042 : INFO : EPOCH 5 - PROGRESS: at 0.32% examples, 695809 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:39,047 : INFO : EPOCH 5 - PROGRESS: at 0.71% examples, 702970 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:40,058 : INFO : EPOCH 5 - PROGRESS: at 1.04% examples, 708753 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:44:41,073 : INFO : EPOCH 5 - PROGRESS: at 1.40% examples, 711762 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:44:42,093 : INFO : EPOCH 5 - PROGRESS: at 1.77% examples, 712950 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:43,098 : INFO : EPOCH 5 - PROGRESS: at 2.11% examples, 716944 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:44,101 : INFO : EPOCH 5 - PROGRESS: at 2.45% examples, 717755 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:45,116 : INFO : EPOCH 5 - PROGRESS: at 2.80% examples, 718600 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:46,134 : INFO : EPOCH 5 - PROGRESS: at 3.16% examples, 719204 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:47,145 : INFO : EPOCH 5 - PROGRESS: at 3.51% examples, 719491 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:48,145 : INFO : EPOCH 5 - PROGRESS: at 3.87% examples, 719434 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:49,164 : INFO : EPOCH 5 - PROGRESS: at 4.22% examples, 719735 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:50,181 : INFO : EPOCH 5 - PROGRESS: at 4.57% examples, 720493 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:44:51,189 : INFO : EPOCH 5 - PROGRESS: at 4.92% examples, 721036 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:52,190 : INFO : EPOCH 5 - PROGRESS: at 5.29% examples, 721085 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:44:53,198 : INFO : EPOCH 5 - PROGRESS: at 5.67% examples, 720300 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:44:54,204 : INFO : EPOCH 5 - PROGRESS: at 6.04% examples, 720151 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:55,211 : INFO : EPOCH 5 - PROGRESS: at 6.39% examples, 721208 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:56,215 : INFO : EPOCH 5 - PROGRESS: at 6.73% examples, 721278 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:57,228 : INFO : EPOCH 5 - PROGRESS: at 7.08% examples, 720887 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:44:58,229 : INFO : EPOCH 5 - PROGRESS: at 7.42% examples, 721669 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:44:59,234 : INFO : EPOCH 5 - PROGRESS: at 7.77% examples, 720757 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:00,239 : INFO : EPOCH 5 - PROGRESS: at 8.10% examples, 719579 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:01,241 : INFO : EPOCH 5 - PROGRESS: at 8.45% examples, 718121 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:02,251 : INFO : EPOCH 5 - PROGRESS: at 8.78% examples, 717087 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:03,263 : INFO : EPOCH 5 - PROGRESS: at 9.11% examples, 715386 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:45:04,272 : INFO : EPOCH 5 - PROGRESS: at 9.40% examples, 710980 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:05,279 : INFO : EPOCH 5 - PROGRESS: at 9.72% examples, 708445 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:06,286 : INFO : EPOCH 5 - PROGRESS: at 10.08% examples, 709172 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:07,290 : INFO : EPOCH 5 - PROGRESS: at 10.42% examples, 709610 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:08,294 : INFO : EPOCH 5 - PROGRESS: at 10.77% examples, 710110 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:09,306 : INFO : EPOCH 5 - PROGRESS: at 11.11% examples, 710405 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:10,311 : INFO : EPOCH 5 - PROGRESS: at 11.44% examples, 711174 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:11,320 : INFO : EPOCH 5 - PROGRESS: at 11.77% examples, 711406 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:12,327 : INFO : EPOCH 5 - PROGRESS: at 12.15% examples, 711731 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:13,336 : INFO : EPOCH 5 - PROGRESS: at 12.49% examples, 712108 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:14,345 : INFO : EPOCH 5 - PROGRESS: at 12.88% examples, 712311 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:15,346 : INFO : EPOCH 5 - PROGRESS: at 13.22% examples, 712518 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:16,350 : INFO : EPOCH 5 - PROGRESS: at 13.55% examples, 712787 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:17,353 : INFO : EPOCH 5 - PROGRESS: at 13.89% examples, 712893 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:18,359 : INFO : EPOCH 5 - PROGRESS: at 14.23% examples, 713289 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:19,381 : INFO : EPOCH 5 - PROGRESS: at 14.58% examples, 713457 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:20,391 : INFO : EPOCH 5 - PROGRESS: at 14.94% examples, 713540 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:21,398 : INFO : EPOCH 5 - PROGRESS: at 15.30% examples, 713608 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:22,411 : INFO : EPOCH 5 - PROGRESS: at 15.65% examples, 713660 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:23,415 : INFO : EPOCH 5 - PROGRESS: at 15.99% examples, 714008 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:24,418 : INFO : EPOCH 5 - PROGRESS: at 16.35% examples, 714256 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:25,428 : INFO : EPOCH 5 - PROGRESS: at 16.71% examples, 714425 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:26,436 : INFO : EPOCH 5 - PROGRESS: at 17.07% examples, 714755 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:27,446 : INFO : EPOCH 5 - PROGRESS: at 17.41% examples, 714797 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:28,452 : INFO : EPOCH 5 - PROGRESS: at 17.76% examples, 715242 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:29,454 : INFO : EPOCH 5 - PROGRESS: at 18.11% examples, 715388 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:30,461 : INFO : EPOCH 5 - PROGRESS: at 18.45% examples, 715357 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:31,464 : INFO : EPOCH 5 - PROGRESS: at 18.80% examples, 715417 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:32,464 : INFO : EPOCH 5 - PROGRESS: at 19.17% examples, 715823 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:33,474 : INFO : EPOCH 5 - PROGRESS: at 19.49% examples, 715991 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:34,489 : INFO : EPOCH 5 - PROGRESS: at 19.86% examples, 716017 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:35,494 : INFO : EPOCH 5 - PROGRESS: at 20.23% examples, 716038 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:36,498 : INFO : EPOCH 5 - PROGRESS: at 20.59% examples, 716262 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:37,503 : INFO : EPOCH 5 - PROGRESS: at 20.95% examples, 716254 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:45:38,504 : INFO : EPOCH 5 - PROGRESS: at 21.30% examples, 716465 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:39,511 : INFO : EPOCH 5 - PROGRESS: at 21.64% examples, 716699 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:40,527 : INFO : EPOCH 5 - PROGRESS: at 21.99% examples, 716655 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:41,539 : INFO : EPOCH 5 - PROGRESS: at 22.35% examples, 716715 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:42,559 : INFO : EPOCH 5 - PROGRESS: at 22.69% examples, 716758 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:43,563 : INFO : EPOCH 5 - PROGRESS: at 23.05% examples, 716979 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:45:44,567 : INFO : EPOCH 5 - PROGRESS: at 23.39% examples, 717009 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:45,573 : INFO : EPOCH 5 - PROGRESS: at 23.75% examples, 717091 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:46,578 : INFO : EPOCH 5 - PROGRESS: at 24.13% examples, 717239 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:47,584 : INFO : EPOCH 5 - PROGRESS: at 24.48% examples, 717194 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:48,587 : INFO : EPOCH 5 - PROGRESS: at 24.84% examples, 717302 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:49,600 : INFO : EPOCH 5 - PROGRESS: at 25.20% examples, 717296 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:50,608 : INFO : EPOCH 5 - PROGRESS: at 25.56% examples, 717480 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:51,611 : INFO : EPOCH 5 - PROGRESS: at 25.92% examples, 717632 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:52,636 : INFO : EPOCH 5 - PROGRESS: at 26.27% examples, 717596 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:53,649 : INFO : EPOCH 5 - PROGRESS: at 26.65% examples, 717719 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:54,652 : INFO : EPOCH 5 - PROGRESS: at 27.02% examples, 717792 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:55,669 : INFO : EPOCH 5 - PROGRESS: at 27.36% examples, 717956 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:45:56,671 : INFO : EPOCH 5 - PROGRESS: at 27.72% examples, 718114 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:57,691 : INFO : EPOCH 5 - PROGRESS: at 28.05% examples, 718212 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:58,693 : INFO : EPOCH 5 - PROGRESS: at 28.40% examples, 718379 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:45:59,704 : INFO : EPOCH 5 - PROGRESS: at 28.79% examples, 718416 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:00,716 : INFO : EPOCH 5 - PROGRESS: at 29.15% examples, 718399 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:01,722 : INFO : EPOCH 5 - PROGRESS: at 29.49% examples, 718522 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:02,733 : INFO : EPOCH 5 - PROGRESS: at 29.88% examples, 718594 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:03,738 : INFO : EPOCH 5 - PROGRESS: at 30.24% examples, 718769 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:04,741 : INFO : EPOCH 5 - PROGRESS: at 30.58% examples, 718964 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:05,752 : INFO : EPOCH 5 - PROGRESS: at 30.91% examples, 718932 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:06,756 : INFO : EPOCH 5 - PROGRESS: at 31.27% examples, 719074 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:07,769 : INFO : EPOCH 5 - PROGRESS: at 31.63% examples, 719100 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:08,770 : INFO : EPOCH 5 - PROGRESS: at 31.98% examples, 719352 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:09,773 : INFO : EPOCH 5 - PROGRESS: at 32.33% examples, 719375 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:10,785 : INFO : EPOCH 5 - PROGRESS: at 32.69% examples, 719450 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:46:11,786 : INFO : EPOCH 5 - PROGRESS: at 33.03% examples, 719496 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:12,799 : INFO : EPOCH 5 - PROGRESS: at 33.37% examples, 719539 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:13,806 : INFO : EPOCH 5 - PROGRESS: at 33.72% examples, 719499 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:14,807 : INFO : EPOCH 5 - PROGRESS: at 34.06% examples, 719692 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:46:15,808 : INFO : EPOCH 5 - PROGRESS: at 34.40% examples, 719680 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:16,810 : INFO : EPOCH 5 - PROGRESS: at 34.75% examples, 719721 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:17,820 : INFO : EPOCH 5 - PROGRESS: at 35.12% examples, 719819 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:18,824 : INFO : EPOCH 5 - PROGRESS: at 35.46% examples, 719819 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:19,825 : INFO : EPOCH 5 - PROGRESS: at 35.81% examples, 719902 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:20,846 : INFO : EPOCH 5 - PROGRESS: at 36.19% examples, 719851 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:21,846 : INFO : EPOCH 5 - PROGRESS: at 36.53% examples, 720043 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:22,848 : INFO : EPOCH 5 - PROGRESS: at 36.87% examples, 719948 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:23,860 : INFO : EPOCH 5 - PROGRESS: at 37.20% examples, 720057 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:24,864 : INFO : EPOCH 5 - PROGRESS: at 37.57% examples, 720050 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:25,868 : INFO : EPOCH 5 - PROGRESS: at 37.89% examples, 720210 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:26,878 : INFO : EPOCH 5 - PROGRESS: at 38.25% examples, 720240 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:27,883 : INFO : EPOCH 5 - PROGRESS: at 38.61% examples, 720244 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:28,892 : INFO : EPOCH 5 - PROGRESS: at 38.98% examples, 720195 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:29,894 : INFO : EPOCH 5 - PROGRESS: at 39.32% examples, 720298 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:30,900 : INFO : EPOCH 5 - PROGRESS: at 39.68% examples, 720423 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:31,905 : INFO : EPOCH 5 - PROGRESS: at 40.04% examples, 720459 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:32,911 : INFO : EPOCH 5 - PROGRESS: at 40.39% examples, 720454 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:33,912 : INFO : EPOCH 5 - PROGRESS: at 40.73% examples, 720503 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:34,926 : INFO : EPOCH 5 - PROGRESS: at 41.06% examples, 720568 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:35,931 : INFO : EPOCH 5 - PROGRESS: at 41.39% examples, 720670 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:36,933 : INFO : EPOCH 5 - PROGRESS: at 41.76% examples, 720712 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:37,934 : INFO : EPOCH 5 - PROGRESS: at 42.10% examples, 720672 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:38,947 : INFO : EPOCH 5 - PROGRESS: at 42.46% examples, 720717 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:39,947 : INFO : EPOCH 5 - PROGRESS: at 42.83% examples, 720733 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:40,951 : INFO : EPOCH 5 - PROGRESS: at 43.15% examples, 720780 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:41,958 : INFO : EPOCH 5 - PROGRESS: at 43.50% examples, 720763 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:42,969 : INFO : EPOCH 5 - PROGRESS: at 43.84% examples, 720806 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:43,972 : INFO : EPOCH 5 - PROGRESS: at 44.20% examples, 720826 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:44,973 : INFO : EPOCH 5 - PROGRESS: at 44.54% examples, 720905 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:45,981 : INFO : EPOCH 5 - PROGRESS: at 44.87% examples, 720948 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:46,988 : INFO : EPOCH 5 - PROGRESS: at 45.21% examples, 720999 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:47,994 : INFO : EPOCH 5 - PROGRESS: at 45.55% examples, 720999 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:48,997 : INFO : EPOCH 5 - PROGRESS: at 45.91% examples, 720999 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:50,006 : INFO : EPOCH 5 - PROGRESS: at 46.24% examples, 721067 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:46:51,009 : INFO : EPOCH 5 - PROGRESS: at 46.60% examples, 721084 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:52,011 : INFO : EPOCH 5 - PROGRESS: at 46.97% examples, 720987 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:53,018 : INFO : EPOCH 5 - PROGRESS: at 47.32% examples, 721011 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:54,024 : INFO : EPOCH 5 - PROGRESS: at 47.69% examples, 721123 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:55,039 : INFO : EPOCH 5 - PROGRESS: at 48.05% examples, 721101 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:56,048 : INFO : EPOCH 5 - PROGRESS: at 48.40% examples, 721144 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:57,050 : INFO : EPOCH 5 - PROGRESS: at 48.73% examples, 721157 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:58,055 : INFO : EPOCH 5 - PROGRESS: at 49.08% examples, 721187 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:46:59,057 : INFO : EPOCH 5 - PROGRESS: at 49.44% examples, 721181 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:00,061 : INFO : EPOCH 5 - PROGRESS: at 49.77% examples, 721223 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:01,062 : INFO : EPOCH 5 - PROGRESS: at 50.11% examples, 721236 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:02,070 : INFO : EPOCH 5 - PROGRESS: at 50.46% examples, 721296 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:03,076 : INFO : EPOCH 5 - PROGRESS: at 50.82% examples, 721283 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:04,094 : INFO : EPOCH 5 - PROGRESS: at 51.22% examples, 721209 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:05,095 : INFO : EPOCH 5 - PROGRESS: at 51.57% examples, 721244 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:06,101 : INFO : EPOCH 5 - PROGRESS: at 51.91% examples, 721252 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:07,107 : INFO : EPOCH 5 - PROGRESS: at 52.25% examples, 721269 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:08,123 : INFO : EPOCH 5 - PROGRESS: at 52.61% examples, 721310 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:47:09,137 : INFO : EPOCH 5 - PROGRESS: at 52.98% examples, 721287 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:10,139 : INFO : EPOCH 5 - PROGRESS: at 53.31% examples, 721389 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:11,146 : INFO : EPOCH 5 - PROGRESS: at 53.66% examples, 721406 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:12,148 : INFO : EPOCH 5 - PROGRESS: at 54.02% examples, 721379 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:13,151 : INFO : EPOCH 5 - PROGRESS: at 54.39% examples, 721346 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:14,157 : INFO : EPOCH 5 - PROGRESS: at 54.74% examples, 721290 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:15,173 : INFO : EPOCH 5 - PROGRESS: at 55.12% examples, 721213 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:16,186 : INFO : EPOCH 5 - PROGRESS: at 55.48% examples, 721197 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:17,202 : INFO : EPOCH 5 - PROGRESS: at 55.84% examples, 721238 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:18,204 : INFO : EPOCH 5 - PROGRESS: at 56.21% examples, 721303 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:19,206 : INFO : EPOCH 5 - PROGRESS: at 56.58% examples, 721346 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:20,213 : INFO : EPOCH 5 - PROGRESS: at 56.93% examples, 721425 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:21,218 : INFO : EPOCH 5 - PROGRESS: at 57.28% examples, 721401 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:22,225 : INFO : EPOCH 5 - PROGRESS: at 57.63% examples, 721408 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:23,233 : INFO : EPOCH 5 - PROGRESS: at 57.99% examples, 721467 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:24,251 : INFO : EPOCH 5 - PROGRESS: at 58.35% examples, 721473 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:25,264 : INFO : EPOCH 5 - PROGRESS: at 58.71% examples, 721529 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:26,288 : INFO : EPOCH 5 - PROGRESS: at 59.07% examples, 721503 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:27,294 : INFO : EPOCH 5 - PROGRESS: at 59.42% examples, 721600 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:28,300 : INFO : EPOCH 5 - PROGRESS: at 59.75% examples, 721560 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:29,301 : INFO : EPOCH 5 - PROGRESS: at 60.09% examples, 721633 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:30,322 : INFO : EPOCH 5 - PROGRESS: at 60.43% examples, 721573 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:31,332 : INFO : EPOCH 5 - PROGRESS: at 60.79% examples, 721644 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:32,338 : INFO : EPOCH 5 - PROGRESS: at 61.14% examples, 721613 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:33,347 : INFO : EPOCH 5 - PROGRESS: at 61.51% examples, 721635 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:34,357 : INFO : EPOCH 5 - PROGRESS: at 61.85% examples, 721663 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:35,360 : INFO : EPOCH 5 - PROGRESS: at 62.22% examples, 721683 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:36,362 : INFO : EPOCH 5 - PROGRESS: at 62.55% examples, 721754 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:37,363 : INFO : EPOCH 5 - PROGRESS: at 62.88% examples, 721778 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:38,369 : INFO : EPOCH 5 - PROGRESS: at 63.20% examples, 721831 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:39,375 : INFO : EPOCH 5 - PROGRESS: at 63.54% examples, 721761 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:47:40,377 : INFO : EPOCH 5 - PROGRESS: at 63.86% examples, 721631 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:41,381 : INFO : EPOCH 5 - PROGRESS: at 64.18% examples, 721484 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:42,386 : INFO : EPOCH 5 - PROGRESS: at 64.51% examples, 721337 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:43,391 : INFO : EPOCH 5 - PROGRESS: at 64.87% examples, 721069 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:44,396 : INFO : EPOCH 5 - PROGRESS: at 65.17% examples, 720379 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:45,405 : INFO : EPOCH 5 - PROGRESS: at 65.50% examples, 720044 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:46,407 : INFO : EPOCH 5 - PROGRESS: at 65.86% examples, 720036 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:47:47,413 : INFO : EPOCH 5 - PROGRESS: at 66.22% examples, 720047 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:48,415 : INFO : EPOCH 5 - PROGRESS: at 66.57% examples, 720112 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:49,420 : INFO : EPOCH 5 - PROGRESS: at 66.91% examples, 720136 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:50,423 : INFO : EPOCH 5 - PROGRESS: at 67.28% examples, 720188 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:47:51,425 : INFO : EPOCH 5 - PROGRESS: at 67.64% examples, 720181 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:52,439 : INFO : EPOCH 5 - PROGRESS: at 67.99% examples, 720205 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:53,439 : INFO : EPOCH 5 - PROGRESS: at 68.35% examples, 720192 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:54,447 : INFO : EPOCH 5 - PROGRESS: at 68.71% examples, 720226 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:55,460 : INFO : EPOCH 5 - PROGRESS: at 69.06% examples, 720266 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:56,469 : INFO : EPOCH 5 - PROGRESS: at 69.41% examples, 720235 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:57,470 : INFO : EPOCH 5 - PROGRESS: at 69.74% examples, 720319 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:58,474 : INFO : EPOCH 5 - PROGRESS: at 70.11% examples, 720326 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:47:59,481 : INFO : EPOCH 5 - PROGRESS: at 70.46% examples, 720302 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:00,486 : INFO : EPOCH 5 - PROGRESS: at 70.82% examples, 720305 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:01,488 : INFO : EPOCH 5 - PROGRESS: at 71.16% examples, 720344 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:48:02,492 : INFO : EPOCH 5 - PROGRESS: at 71.54% examples, 720360 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:03,493 : INFO : EPOCH 5 - PROGRESS: at 71.89% examples, 720355 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:04,502 : INFO : EPOCH 5 - PROGRESS: at 72.23% examples, 720390 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:05,502 : INFO : EPOCH 5 - PROGRESS: at 72.59% examples, 720413 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:06,516 : INFO : EPOCH 5 - PROGRESS: at 72.94% examples, 720447 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:07,532 : INFO : EPOCH 5 - PROGRESS: at 73.33% examples, 720462 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:08,544 : INFO : EPOCH 5 - PROGRESS: at 73.68% examples, 720448 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:09,562 : INFO : EPOCH 5 - PROGRESS: at 74.05% examples, 720455 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:10,580 : INFO : EPOCH 5 - PROGRESS: at 74.41% examples, 720456 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:11,583 : INFO : EPOCH 5 - PROGRESS: at 74.78% examples, 720509 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:12,598 : INFO : EPOCH 5 - PROGRESS: at 75.11% examples, 720520 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:13,602 : INFO : EPOCH 5 - PROGRESS: at 75.46% examples, 720551 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:14,608 : INFO : EPOCH 5 - PROGRESS: at 75.78% examples, 720593 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:15,628 : INFO : EPOCH 5 - PROGRESS: at 76.12% examples, 720607 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:16,651 : INFO : EPOCH 5 - PROGRESS: at 76.51% examples, 720572 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:17,664 : INFO : EPOCH 5 - PROGRESS: at 76.83% examples, 720648 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:18,685 : INFO : EPOCH 5 - PROGRESS: at 77.21% examples, 720633 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:19,693 : INFO : EPOCH 5 - PROGRESS: at 77.57% examples, 720703 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:20,694 : INFO : EPOCH 5 - PROGRESS: at 77.92% examples, 720707 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:21,704 : INFO : EPOCH 5 - PROGRESS: at 78.29% examples, 720694 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:22,710 : INFO : EPOCH 5 - PROGRESS: at 78.60% examples, 720777 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:23,715 : INFO : EPOCH 5 - PROGRESS: at 78.96% examples, 720761 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:24,720 : INFO : EPOCH 5 - PROGRESS: at 79.29% examples, 720807 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:25,726 : INFO : EPOCH 5 - PROGRESS: at 79.63% examples, 720830 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:26,733 : INFO : EPOCH 5 - PROGRESS: at 79.97% examples, 720829 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:27,748 : INFO : EPOCH 5 - PROGRESS: at 80.34% examples, 720841 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:28,752 : INFO : EPOCH 5 - PROGRESS: at 80.68% examples, 720885 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:29,758 : INFO : EPOCH 5 - PROGRESS: at 81.03% examples, 720903 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:30,759 : INFO : EPOCH 5 - PROGRESS: at 81.39% examples, 720914 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:31,760 : INFO : EPOCH 5 - PROGRESS: at 81.74% examples, 720975 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:32,760 : INFO : EPOCH 5 - PROGRESS: at 82.09% examples, 721052 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:33,776 : INFO : EPOCH 5 - PROGRESS: at 82.45% examples, 720990 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:34,786 : INFO : EPOCH 5 - PROGRESS: at 82.81% examples, 721096 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:35,792 : INFO : EPOCH 5 - PROGRESS: at 83.17% examples, 721072 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:36,805 : INFO : EPOCH 5 - PROGRESS: at 83.52% examples, 721051 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:37,810 : INFO : EPOCH 5 - PROGRESS: at 83.87% examples, 721081 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:38,825 : INFO : EPOCH 5 - PROGRESS: at 84.21% examples, 721073 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:39,831 : INFO : EPOCH 5 - PROGRESS: at 84.58% examples, 721059 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:40,843 : INFO : EPOCH 5 - PROGRESS: at 84.92% examples, 721048 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:41,854 : INFO : EPOCH 5 - PROGRESS: at 85.29% examples, 721047 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:42,857 : INFO : EPOCH 5 - PROGRESS: at 85.64% examples, 721111 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:43,859 : INFO : EPOCH 5 - PROGRESS: at 85.99% examples, 721088 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:44,871 : INFO : EPOCH 5 - PROGRESS: at 86.35% examples, 721094 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:45,880 : INFO : EPOCH 5 - PROGRESS: at 86.72% examples, 721052 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:46,881 : INFO : EPOCH 5 - PROGRESS: at 87.07% examples, 721034 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:47,882 : INFO : EPOCH 5 - PROGRESS: at 87.40% examples, 721083 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:48,894 : INFO : EPOCH 5 - PROGRESS: at 87.75% examples, 721029 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:49,898 : INFO : EPOCH 5 - PROGRESS: at 88.09% examples, 721064 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:50,915 : INFO : EPOCH 5 - PROGRESS: at 88.44% examples, 721093 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:51,917 : INFO : EPOCH 5 - PROGRESS: at 88.82% examples, 721118 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:48:52,930 : INFO : EPOCH 5 - PROGRESS: at 89.17% examples, 721125 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:53,936 : INFO : EPOCH 5 - PROGRESS: at 89.53% examples, 721135 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:48:54,938 : INFO : EPOCH 5 - PROGRESS: at 89.89% examples, 721146 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:55,971 : INFO : EPOCH 5 - PROGRESS: at 90.23% examples, 721124 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:56,981 : INFO : EPOCH 5 - PROGRESS: at 90.58% examples, 721153 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:57,991 : INFO : EPOCH 5 - PROGRESS: at 90.94% examples, 721152 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:48:58,998 : INFO : EPOCH 5 - PROGRESS: at 91.29% examples, 721190 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:00,008 : INFO : EPOCH 5 - PROGRESS: at 91.67% examples, 721163 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:49:01,008 : INFO : EPOCH 5 - PROGRESS: at 92.00% examples, 721209 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:02,020 : INFO : EPOCH 5 - PROGRESS: at 92.37% examples, 721230 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:03,028 : INFO : EPOCH 5 - PROGRESS: at 92.73% examples, 721253 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:49:04,041 : INFO : EPOCH 5 - PROGRESS: at 93.09% examples, 721249 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:05,051 : INFO : EPOCH 5 - PROGRESS: at 93.43% examples, 721282 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:06,065 : INFO : EPOCH 5 - PROGRESS: at 93.77% examples, 721295 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:07,071 : INFO : EPOCH 5 - PROGRESS: at 94.13% examples, 721283 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:08,076 : INFO : EPOCH 5 - PROGRESS: at 94.50% examples, 721326 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:09,079 : INFO : EPOCH 5 - PROGRESS: at 94.85% examples, 721293 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:49:10,083 : INFO : EPOCH 5 - PROGRESS: at 95.21% examples, 721293 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:11,086 : INFO : EPOCH 5 - PROGRESS: at 95.55% examples, 721335 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:12,094 : INFO : EPOCH 5 - PROGRESS: at 95.89% examples, 721341 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:13,094 : INFO : EPOCH 5 - PROGRESS: at 96.26% examples, 721341 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:14,096 : INFO : EPOCH 5 - PROGRESS: at 96.61% examples, 721383 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:15,100 : INFO : EPOCH 5 - PROGRESS: at 96.97% examples, 721402 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:49:16,100 : INFO : EPOCH 5 - PROGRESS: at 97.31% examples, 721403 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:17,113 : INFO : EPOCH 5 - PROGRESS: at 97.67% examples, 721394 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:18,116 : INFO : EPOCH 5 - PROGRESS: at 98.00% examples, 721389 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:19,134 : INFO : EPOCH 5 - PROGRESS: at 98.36% examples, 721377 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:20,140 : INFO : EPOCH 5 - PROGRESS: at 98.73% examples, 721424 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:21,143 : INFO : EPOCH 5 - PROGRESS: at 99.11% examples, 721423 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:22,152 : INFO : EPOCH 5 - PROGRESS: at 99.47% examples, 721410 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:49:23,154 : INFO : EPOCH 5 - PROGRESS: at 99.81% examples, 721476 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:23,626 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 18:49:23,628 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 18:49:23,638 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 18:49:23,645 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 18:49:23,646 : INFO : EPOCH - 5 : training on 265957053 raw words (206775546 effective words) took 286.6s, 721467 effective words/s
2020-07-24 18:49:24,666 : INFO : EPOCH 6 - PROGRESS: at 0.33% examples, 708612 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:25,673 : INFO : EPOCH 6 - PROGRESS: at 0.72% examples, 714334 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:26,682 : INFO : EPOCH 6 - PROGRESS: at 1.06% examples, 718476 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:27,695 : INFO : EPOCH 6 - PROGRESS: at 1.42% examples, 719344 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:28,697 : INFO : EPOCH 6 - PROGRESS: at 1.78% examples, 721527 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:29,705 : INFO : EPOCH 6 - PROGRESS: at 2.12% examples, 720107 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:30,715 : INFO : EPOCH 6 - PROGRESS: at 2.46% examples, 722248 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:31,722 : INFO : EPOCH 6 - PROGRESS: at 2.82% examples, 722819 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:32,729 : INFO : EPOCH 6 - PROGRESS: at 3.18% examples, 723019 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:33,733 : INFO : EPOCH 6 - PROGRESS: at 3.52% examples, 723747 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:34,734 : INFO : EPOCH 6 - PROGRESS: at 3.88% examples, 723536 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:35,738 : INFO : EPOCH 6 - PROGRESS: at 4.23% examples, 724582 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:36,743 : INFO : EPOCH 6 - PROGRESS: at 4.58% examples, 724838 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:37,745 : INFO : EPOCH 6 - PROGRESS: at 4.93% examples, 724357 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:38,748 : INFO : EPOCH 6 - PROGRESS: at 5.29% examples, 724102 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:39,752 : INFO : EPOCH 6 - PROGRESS: at 5.68% examples, 723716 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:40,756 : INFO : EPOCH 6 - PROGRESS: at 6.05% examples, 723639 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:41,776 : INFO : EPOCH 6 - PROGRESS: at 6.39% examples, 723463 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:42,784 : INFO : EPOCH 6 - PROGRESS: at 6.74% examples, 723983 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:43,795 : INFO : EPOCH 6 - PROGRESS: at 7.09% examples, 723992 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:44,802 : INFO : EPOCH 6 - PROGRESS: at 7.43% examples, 724030 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:45,809 : INFO : EPOCH 6 - PROGRESS: at 7.78% examples, 724005 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:46,814 : INFO : EPOCH 6 - PROGRESS: at 8.14% examples, 724245 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:47,819 : INFO : EPOCH 6 - PROGRESS: at 8.51% examples, 724438 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:48,821 : INFO : EPOCH 6 - PROGRESS: at 8.85% examples, 724620 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:49,822 : INFO : EPOCH 6 - PROGRESS: at 9.21% examples, 724548 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:50,823 : INFO : EPOCH 6 - PROGRESS: at 9.56% examples, 724585 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:51,825 : INFO : EPOCH 6 - PROGRESS: at 9.90% examples, 724583 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:52,835 : INFO : EPOCH 6 - PROGRESS: at 10.27% examples, 724489 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:53,835 : INFO : EPOCH 6 - PROGRESS: at 10.62% examples, 725032 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:54,846 : INFO : EPOCH 6 - PROGRESS: at 10.96% examples, 724844 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:55,866 : INFO : EPOCH 6 - PROGRESS: at 11.30% examples, 724922 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:56,870 : INFO : EPOCH 6 - PROGRESS: at 11.62% examples, 725269 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:57,882 : INFO : EPOCH 6 - PROGRESS: at 11.99% examples, 725195 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:58,888 : INFO : EPOCH 6 - PROGRESS: at 12.35% examples, 725092 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:49:59,902 : INFO : EPOCH 6 - PROGRESS: at 12.72% examples, 725041 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:00,909 : INFO : EPOCH 6 - PROGRESS: at 13.11% examples, 724909 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:01,920 : INFO : EPOCH 6 - PROGRESS: at 13.43% examples, 725092 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:02,929 : INFO : EPOCH 6 - PROGRESS: at 13.76% examples, 725321 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:03,947 : INFO : EPOCH 6 - PROGRESS: at 14.11% examples, 725308 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:04,949 : INFO : EPOCH 6 - PROGRESS: at 14.47% examples, 725618 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:05,951 : INFO : EPOCH 6 - PROGRESS: at 14.83% examples, 725267 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:06,969 : INFO : EPOCH 6 - PROGRESS: at 15.18% examples, 725291 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:07,969 : INFO : EPOCH 6 - PROGRESS: at 15.53% examples, 725338 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:08,987 : INFO : EPOCH 6 - PROGRESS: at 15.91% examples, 725266 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:09,998 : INFO : EPOCH 6 - PROGRESS: at 16.25% examples, 725431 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:11,017 : INFO : EPOCH 6 - PROGRESS: at 16.60% examples, 725411 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:12,019 : INFO : EPOCH 6 - PROGRESS: at 16.97% examples, 725444 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:13,025 : INFO : EPOCH 6 - PROGRESS: at 17.30% examples, 725405 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:14,044 : INFO : EPOCH 6 - PROGRESS: at 17.65% examples, 725559 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:15,051 : INFO : EPOCH 6 - PROGRESS: at 18.02% examples, 725404 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:16,063 : INFO : EPOCH 6 - PROGRESS: at 18.37% examples, 725570 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:17,091 : INFO : EPOCH 6 - PROGRESS: at 18.72% examples, 725511 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:50:18,100 : INFO : EPOCH 6 - PROGRESS: at 19.08% examples, 725645 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:19,104 : INFO : EPOCH 6 - PROGRESS: at 19.42% examples, 725643 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:20,111 : INFO : EPOCH 6 - PROGRESS: at 19.77% examples, 724968 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:21,121 : INFO : EPOCH 6 - PROGRESS: at 20.12% examples, 724277 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:22,131 : INFO : EPOCH 6 - PROGRESS: at 20.47% examples, 723924 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:23,133 : INFO : EPOCH 6 - PROGRESS: at 20.82% examples, 723287 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:24,134 : INFO : EPOCH 6 - PROGRESS: at 21.08% examples, 720974 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:25,144 : INFO : EPOCH 6 - PROGRESS: at 21.38% examples, 719192 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:26,151 : INFO : EPOCH 6 - PROGRESS: at 21.73% examples, 719350 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:50:27,154 : INFO : EPOCH 6 - PROGRESS: at 22.09% examples, 719511 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:28,165 : INFO : EPOCH 6 - PROGRESS: at 22.43% examples, 719638 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:29,166 : INFO : EPOCH 6 - PROGRESS: at 22.78% examples, 719801 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:30,172 : INFO : EPOCH 6 - PROGRESS: at 23.13% examples, 719722 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:31,174 : INFO : EPOCH 6 - PROGRESS: at 23.48% examples, 719718 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:32,181 : INFO : EPOCH 6 - PROGRESS: at 23.84% examples, 719741 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:50:33,191 : INFO : EPOCH 6 - PROGRESS: at 24.21% examples, 719850 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:34,196 : INFO : EPOCH 6 - PROGRESS: at 24.58% examples, 719876 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:35,201 : INFO : EPOCH 6 - PROGRESS: at 24.94% examples, 719996 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:36,205 : INFO : EPOCH 6 - PROGRESS: at 25.29% examples, 720186 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:37,207 : INFO : EPOCH 6 - PROGRESS: at 25.66% examples, 720382 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:38,216 : INFO : EPOCH 6 - PROGRESS: at 26.01% examples, 720414 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:39,216 : INFO : EPOCH 6 - PROGRESS: at 26.37% examples, 720486 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:40,221 : INFO : EPOCH 6 - PROGRESS: at 26.74% examples, 720548 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:41,228 : INFO : EPOCH 6 - PROGRESS: at 27.12% examples, 720679 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:42,241 : INFO : EPOCH 6 - PROGRESS: at 27.46% examples, 720847 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:43,248 : INFO : EPOCH 6 - PROGRESS: at 27.82% examples, 721119 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:44,248 : INFO : EPOCH 6 - PROGRESS: at 28.14% examples, 721241 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:45,252 : INFO : EPOCH 6 - PROGRESS: at 28.51% examples, 721262 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:46,258 : INFO : EPOCH 6 - PROGRESS: at 28.89% examples, 721330 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:47,259 : INFO : EPOCH 6 - PROGRESS: at 29.24% examples, 721310 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:48,263 : INFO : EPOCH 6 - PROGRESS: at 29.60% examples, 721329 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:49,275 : INFO : EPOCH 6 - PROGRESS: at 29.98% examples, 721460 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:50,277 : INFO : EPOCH 6 - PROGRESS: at 30.32% examples, 721535 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:50:51,289 : INFO : EPOCH 6 - PROGRESS: at 30.67% examples, 721604 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:52,291 : INFO : EPOCH 6 - PROGRESS: at 31.00% examples, 721769 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:53,310 : INFO : EPOCH 6 - PROGRESS: at 31.36% examples, 721779 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:54,327 : INFO : EPOCH 6 - PROGRESS: at 31.73% examples, 721820 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:55,347 : INFO : EPOCH 6 - PROGRESS: at 32.07% examples, 721914 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:56,353 : INFO : EPOCH 6 - PROGRESS: at 32.42% examples, 721938 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:57,358 : INFO : EPOCH 6 - PROGRESS: at 32.78% examples, 722037 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:58,367 : INFO : EPOCH 6 - PROGRESS: at 33.12% examples, 722141 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:50:59,378 : INFO : EPOCH 6 - PROGRESS: at 33.50% examples, 722231 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:00,397 : INFO : EPOCH 6 - PROGRESS: at 33.84% examples, 722343 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:01,414 : INFO : EPOCH 6 - PROGRESS: at 34.18% examples, 722471 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:02,419 : INFO : EPOCH 6 - PROGRESS: at 34.53% examples, 722498 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:03,421 : INFO : EPOCH 6 - PROGRESS: at 34.88% examples, 722540 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:04,435 : INFO : EPOCH 6 - PROGRESS: at 35.24% examples, 722601 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:05,441 : INFO : EPOCH 6 - PROGRESS: at 35.60% examples, 722665 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:06,445 : INFO : EPOCH 6 - PROGRESS: at 35.96% examples, 722688 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:07,467 : INFO : EPOCH 6 - PROGRESS: at 36.34% examples, 722694 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:08,470 : INFO : EPOCH 6 - PROGRESS: at 36.68% examples, 722862 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:09,474 : INFO : EPOCH 6 - PROGRESS: at 37.02% examples, 722957 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:10,492 : INFO : EPOCH 6 - PROGRESS: at 37.36% examples, 722976 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:11,506 : INFO : EPOCH 6 - PROGRESS: at 37.72% examples, 723086 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:12,510 : INFO : EPOCH 6 - PROGRESS: at 38.05% examples, 723133 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:13,510 : INFO : EPOCH 6 - PROGRESS: at 38.42% examples, 723166 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:14,518 : INFO : EPOCH 6 - PROGRESS: at 38.77% examples, 723115 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:15,525 : INFO : EPOCH 6 - PROGRESS: at 39.14% examples, 723017 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:16,528 : INFO : EPOCH 6 - PROGRESS: at 39.49% examples, 723155 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:17,544 : INFO : EPOCH 6 - PROGRESS: at 39.85% examples, 723258 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:18,554 : INFO : EPOCH 6 - PROGRESS: at 40.20% examples, 723257 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:19,565 : INFO : EPOCH 6 - PROGRESS: at 40.56% examples, 723343 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:20,566 : INFO : EPOCH 6 - PROGRESS: at 40.90% examples, 723448 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:21,566 : INFO : EPOCH 6 - PROGRESS: at 41.23% examples, 723506 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:22,588 : INFO : EPOCH 6 - PROGRESS: at 41.59% examples, 723524 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:23,593 : INFO : EPOCH 6 - PROGRESS: at 41.94% examples, 723649 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:24,593 : INFO : EPOCH 6 - PROGRESS: at 42.30% examples, 723555 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:25,606 : INFO : EPOCH 6 - PROGRESS: at 42.68% examples, 723581 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:51:26,625 : INFO : EPOCH 6 - PROGRESS: at 43.01% examples, 723626 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:27,628 : INFO : EPOCH 6 - PROGRESS: at 43.35% examples, 723582 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:28,650 : INFO : EPOCH 6 - PROGRESS: at 43.70% examples, 723676 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:29,652 : INFO : EPOCH 6 - PROGRESS: at 44.06% examples, 723777 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:30,652 : INFO : EPOCH 6 - PROGRESS: at 44.41% examples, 723811 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:31,668 : INFO : EPOCH 6 - PROGRESS: at 44.73% examples, 723870 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:32,671 : INFO : EPOCH 6 - PROGRESS: at 45.08% examples, 723840 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:33,681 : INFO : EPOCH 6 - PROGRESS: at 45.42% examples, 723763 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:34,684 : INFO : EPOCH 6 - PROGRESS: at 45.75% examples, 723870 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:35,686 : INFO : EPOCH 6 - PROGRESS: at 46.11% examples, 723912 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:36,710 : INFO : EPOCH 6 - PROGRESS: at 46.46% examples, 723832 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:37,711 : INFO : EPOCH 6 - PROGRESS: at 46.83% examples, 723905 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:38,717 : INFO : EPOCH 6 - PROGRESS: at 47.20% examples, 723922 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:39,724 : INFO : EPOCH 6 - PROGRESS: at 47.54% examples, 723977 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:40,748 : INFO : EPOCH 6 - PROGRESS: at 47.93% examples, 723864 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:51:41,754 : INFO : EPOCH 6 - PROGRESS: at 48.27% examples, 723934 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:42,779 : INFO : EPOCH 6 - PROGRESS: at 48.61% examples, 723920 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:43,785 : INFO : EPOCH 6 - PROGRESS: at 48.96% examples, 724082 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:44,792 : INFO : EPOCH 6 - PROGRESS: at 49.33% examples, 724067 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:51:45,801 : INFO : EPOCH 6 - PROGRESS: at 49.68% examples, 724050 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:51:46,807 : INFO : EPOCH 6 - PROGRESS: at 50.00% examples, 724069 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:47,808 : INFO : EPOCH 6 - PROGRESS: at 50.36% examples, 724061 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:48,827 : INFO : EPOCH 6 - PROGRESS: at 50.72% examples, 724053 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:49,834 : INFO : EPOCH 6 - PROGRESS: at 51.11% examples, 724071 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:50,839 : INFO : EPOCH 6 - PROGRESS: at 51.46% examples, 724061 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:51,856 : INFO : EPOCH 6 - PROGRESS: at 51.81% examples, 724056 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:52,860 : INFO : EPOCH 6 - PROGRESS: at 52.16% examples, 724097 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:53,860 : INFO : EPOCH 6 - PROGRESS: at 52.51% examples, 724113 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:54,864 : INFO : EPOCH 6 - PROGRESS: at 52.87% examples, 724137 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:55,873 : INFO : EPOCH 6 - PROGRESS: at 53.22% examples, 724129 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:56,888 : INFO : EPOCH 6 - PROGRESS: at 53.57% examples, 724133 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:57,900 : INFO : EPOCH 6 - PROGRESS: at 53.92% examples, 724191 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:51:58,909 : INFO : EPOCH 6 - PROGRESS: at 54.28% examples, 724193 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:51:59,910 : INFO : EPOCH 6 - PROGRESS: at 54.66% examples, 724118 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:00,924 : INFO : EPOCH 6 - PROGRESS: at 55.04% examples, 724112 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:01,929 : INFO : EPOCH 6 - PROGRESS: at 55.41% examples, 724113 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:02,944 : INFO : EPOCH 6 - PROGRESS: at 55.75% examples, 724145 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:03,954 : INFO : EPOCH 6 - PROGRESS: at 56.13% examples, 724166 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:04,960 : INFO : EPOCH 6 - PROGRESS: at 56.51% examples, 724231 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:05,967 : INFO : EPOCH 6 - PROGRESS: at 56.86% examples, 724214 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:06,973 : INFO : EPOCH 6 - PROGRESS: at 57.21% examples, 724218 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:07,977 : INFO : EPOCH 6 - PROGRESS: at 57.55% examples, 724278 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:52:08,978 : INFO : EPOCH 6 - PROGRESS: at 57.92% examples, 724304 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:09,982 : INFO : EPOCH 6 - PROGRESS: at 58.28% examples, 724326 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:10,992 : INFO : EPOCH 6 - PROGRESS: at 58.64% examples, 724407 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:11,997 : INFO : EPOCH 6 - PROGRESS: at 58.99% examples, 724443 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:13,008 : INFO : EPOCH 6 - PROGRESS: at 59.34% examples, 724418 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:14,013 : INFO : EPOCH 6 - PROGRESS: at 59.69% examples, 724416 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:15,018 : INFO : EPOCH 6 - PROGRESS: at 60.00% examples, 724520 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:16,020 : INFO : EPOCH 6 - PROGRESS: at 60.36% examples, 724523 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:17,025 : INFO : EPOCH 6 - PROGRESS: at 60.73% examples, 724619 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:18,048 : INFO : EPOCH 6 - PROGRESS: at 61.07% examples, 724589 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:19,058 : INFO : EPOCH 6 - PROGRESS: at 61.45% examples, 724618 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:20,070 : INFO : EPOCH 6 - PROGRESS: at 61.80% examples, 724640 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:21,077 : INFO : EPOCH 6 - PROGRESS: at 62.16% examples, 724685 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:22,081 : INFO : EPOCH 6 - PROGRESS: at 62.50% examples, 724680 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:23,084 : INFO : EPOCH 6 - PROGRESS: at 62.83% examples, 724705 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:24,095 : INFO : EPOCH 6 - PROGRESS: at 63.16% examples, 724760 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:25,099 : INFO : EPOCH 6 - PROGRESS: at 63.50% examples, 724775 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:26,102 : INFO : EPOCH 6 - PROGRESS: at 63.83% examples, 724815 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:27,105 : INFO : EPOCH 6 - PROGRESS: at 64.17% examples, 724881 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:52:28,114 : INFO : EPOCH 6 - PROGRESS: at 64.52% examples, 724926 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:29,130 : INFO : EPOCH 6 - PROGRESS: at 64.92% examples, 724859 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:52:30,140 : INFO : EPOCH 6 - PROGRESS: at 65.29% examples, 724875 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:31,141 : INFO : EPOCH 6 - PROGRESS: at 65.65% examples, 724888 words/s, in_qsize 8, out_qsize 1
2020-07-24 18:52:32,146 : INFO : EPOCH 6 - PROGRESS: at 66.00% examples, 724909 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:52:33,147 : INFO : EPOCH 6 - PROGRESS: at 66.35% examples, 724951 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:34,160 : INFO : EPOCH 6 - PROGRESS: at 66.71% examples, 724971 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:35,163 : INFO : EPOCH 6 - PROGRESS: at 67.07% examples, 725001 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:36,180 : INFO : EPOCH 6 - PROGRESS: at 67.43% examples, 724975 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:37,181 : INFO : EPOCH 6 - PROGRESS: at 67.79% examples, 724993 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:38,201 : INFO : EPOCH 6 - PROGRESS: at 68.15% examples, 725004 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:39,209 : INFO : EPOCH 6 - PROGRESS: at 68.52% examples, 725037 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:40,215 : INFO : EPOCH 6 - PROGRESS: at 68.87% examples, 725042 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:41,222 : INFO : EPOCH 6 - PROGRESS: at 69.23% examples, 725004 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:42,230 : INFO : EPOCH 6 - PROGRESS: at 69.56% examples, 725043 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:43,237 : INFO : EPOCH 6 - PROGRESS: at 69.92% examples, 725074 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:44,246 : INFO : EPOCH 6 - PROGRESS: at 70.28% examples, 725045 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:52:45,262 : INFO : EPOCH 6 - PROGRESS: at 70.63% examples, 725050 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:46,268 : INFO : EPOCH 6 - PROGRESS: at 71.00% examples, 725101 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:47,276 : INFO : EPOCH 6 - PROGRESS: at 71.35% examples, 725109 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:48,290 : INFO : EPOCH 6 - PROGRESS: at 71.72% examples, 725076 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:49,293 : INFO : EPOCH 6 - PROGRESS: at 72.07% examples, 725018 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:50,297 : INFO : EPOCH 6 - PROGRESS: at 72.41% examples, 725057 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:52:51,317 : INFO : EPOCH 6 - PROGRESS: at 72.75% examples, 725010 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:52,326 : INFO : EPOCH 6 - PROGRESS: at 73.15% examples, 725061 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:53,335 : INFO : EPOCH 6 - PROGRESS: at 73.52% examples, 725067 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:54,351 : INFO : EPOCH 6 - PROGRESS: at 73.88% examples, 725031 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:55,361 : INFO : EPOCH 6 - PROGRESS: at 74.24% examples, 725055 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:56,372 : INFO : EPOCH 6 - PROGRESS: at 74.60% examples, 725009 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:57,386 : INFO : EPOCH 6 - PROGRESS: at 74.97% examples, 725047 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:58,397 : INFO : EPOCH 6 - PROGRESS: at 75.30% examples, 725097 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:52:59,399 : INFO : EPOCH 6 - PROGRESS: at 75.65% examples, 725097 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:00,400 : INFO : EPOCH 6 - PROGRESS: at 75.94% examples, 725001 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:01,402 : INFO : EPOCH 6 - PROGRESS: at 76.30% examples, 724834 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:02,413 : INFO : EPOCH 6 - PROGRESS: at 76.63% examples, 724621 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:03,415 : INFO : EPOCH 6 - PROGRESS: at 76.97% examples, 724530 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:04,421 : INFO : EPOCH 6 - PROGRESS: at 77.26% examples, 724018 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:05,422 : INFO : EPOCH 6 - PROGRESS: at 77.56% examples, 723478 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:06,427 : INFO : EPOCH 6 - PROGRESS: at 77.91% examples, 723469 words/s, in_qsize 8, out_qsize 1
2020-07-24 18:53:07,439 : INFO : EPOCH 6 - PROGRESS: at 78.28% examples, 723493 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:08,459 : INFO : EPOCH 6 - PROGRESS: at 78.60% examples, 723536 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:09,461 : INFO : EPOCH 6 - PROGRESS: at 78.96% examples, 723534 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:10,475 : INFO : EPOCH 6 - PROGRESS: at 79.30% examples, 723571 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:11,479 : INFO : EPOCH 6 - PROGRESS: at 79.64% examples, 723621 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:12,489 : INFO : EPOCH 6 - PROGRESS: at 79.99% examples, 723632 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:53:13,498 : INFO : EPOCH 6 - PROGRESS: at 80.35% examples, 723640 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:14,506 : INFO : EPOCH 6 - PROGRESS: at 80.69% examples, 723667 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:15,512 : INFO : EPOCH 6 - PROGRESS: at 81.05% examples, 723681 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:16,517 : INFO : EPOCH 6 - PROGRESS: at 81.41% examples, 723735 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:17,523 : INFO : EPOCH 6 - PROGRESS: at 81.77% examples, 723792 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:18,529 : INFO : EPOCH 6 - PROGRESS: at 82.11% examples, 723816 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:19,536 : INFO : EPOCH 6 - PROGRESS: at 82.48% examples, 723835 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:20,536 : INFO : EPOCH 6 - PROGRESS: at 82.83% examples, 723835 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:21,539 : INFO : EPOCH 6 - PROGRESS: at 83.19% examples, 723895 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:22,557 : INFO : EPOCH 6 - PROGRESS: at 83.54% examples, 723893 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:53:23,562 : INFO : EPOCH 6 - PROGRESS: at 83.91% examples, 723933 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:24,562 : INFO : EPOCH 6 - PROGRESS: at 84.25% examples, 723946 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:25,563 : INFO : EPOCH 6 - PROGRESS: at 84.61% examples, 723955 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:26,573 : INFO : EPOCH 6 - PROGRESS: at 84.96% examples, 723946 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:27,578 : INFO : EPOCH 6 - PROGRESS: at 85.32% examples, 723943 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:28,588 : INFO : EPOCH 6 - PROGRESS: at 85.68% examples, 724005 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:29,593 : INFO : EPOCH 6 - PROGRESS: at 86.04% examples, 724044 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:30,607 : INFO : EPOCH 6 - PROGRESS: at 86.40% examples, 724002 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:31,608 : INFO : EPOCH 6 - PROGRESS: at 86.76% examples, 723997 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:32,609 : INFO : EPOCH 6 - PROGRESS: at 87.12% examples, 724025 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:33,629 : INFO : EPOCH 6 - PROGRESS: at 87.46% examples, 723996 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:34,641 : INFO : EPOCH 6 - PROGRESS: at 87.80% examples, 724003 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:35,644 : INFO : EPOCH 6 - PROGRESS: at 88.15% examples, 724027 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:53:36,647 : INFO : EPOCH 6 - PROGRESS: at 88.50% examples, 724048 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:37,649 : INFO : EPOCH 6 - PROGRESS: at 88.88% examples, 724057 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:38,657 : INFO : EPOCH 6 - PROGRESS: at 89.23% examples, 724039 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:39,659 : INFO : EPOCH 6 - PROGRESS: at 89.58% examples, 724065 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:53:40,666 : INFO : EPOCH 6 - PROGRESS: at 89.95% examples, 724080 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:41,672 : INFO : EPOCH 6 - PROGRESS: at 90.29% examples, 724116 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:53:42,672 : INFO : EPOCH 6 - PROGRESS: at 90.64% examples, 724149 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:53:43,678 : INFO : EPOCH 6 - PROGRESS: at 91.00% examples, 724151 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:44,697 : INFO : EPOCH 6 - PROGRESS: at 91.35% examples, 724098 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:45,699 : INFO : EPOCH 6 - PROGRESS: at 91.72% examples, 724108 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:46,700 : INFO : EPOCH 6 - PROGRESS: at 92.05% examples, 724134 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:53:47,702 : INFO : EPOCH 6 - PROGRESS: at 92.42% examples, 724167 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:48,709 : INFO : EPOCH 6 - PROGRESS: at 92.77% examples, 724138 words/s, in_qsize 8, out_qsize 1
2020-07-24 18:53:49,709 : INFO : EPOCH 6 - PROGRESS: at 93.14% examples, 724192 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:50,711 : INFO : EPOCH 6 - PROGRESS: at 93.48% examples, 724179 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:51,715 : INFO : EPOCH 6 - PROGRESS: at 93.82% examples, 724228 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:52,731 : INFO : EPOCH 6 - PROGRESS: at 94.17% examples, 724217 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:53,732 : INFO : EPOCH 6 - PROGRESS: at 94.56% examples, 724211 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:54,734 : INFO : EPOCH 6 - PROGRESS: at 94.90% examples, 724242 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:55,747 : INFO : EPOCH 6 - PROGRESS: at 95.27% examples, 724235 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:56,751 : INFO : EPOCH 6 - PROGRESS: at 95.61% examples, 724263 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:57,757 : INFO : EPOCH 6 - PROGRESS: at 95.96% examples, 724286 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:58,758 : INFO : EPOCH 6 - PROGRESS: at 96.34% examples, 724308 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:53:59,765 : INFO : EPOCH 6 - PROGRESS: at 96.69% examples, 724329 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:00,767 : INFO : EPOCH 6 - PROGRESS: at 97.03% examples, 724343 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:01,782 : INFO : EPOCH 6 - PROGRESS: at 97.37% examples, 724314 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:54:02,786 : INFO : EPOCH 6 - PROGRESS: at 97.74% examples, 724337 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:03,791 : INFO : EPOCH 6 - PROGRESS: at 98.07% examples, 724342 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:54:04,792 : INFO : EPOCH 6 - PROGRESS: at 98.44% examples, 724353 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:05,798 : INFO : EPOCH 6 - PROGRESS: at 98.81% examples, 724381 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:06,805 : INFO : EPOCH 6 - PROGRESS: at 99.20% examples, 724349 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:07,819 : INFO : EPOCH 6 - PROGRESS: at 99.53% examples, 724377 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:08,824 : INFO : EPOCH 6 - PROGRESS: at 99.90% examples, 724419 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:09,073 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 18:54:09,074 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 18:54:09,083 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 18:54:09,087 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 18:54:09,088 : INFO : EPOCH - 6 : training on 265957053 raw words (206772216 effective words) took 285.4s, 724406 effective words/s
2020-07-24 18:54:10,095 : INFO : EPOCH 7 - PROGRESS: at 0.33% examples, 709763 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:54:11,096 : INFO : EPOCH 7 - PROGRESS: at 0.71% examples, 711693 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:54:12,101 : INFO : EPOCH 7 - PROGRESS: at 1.05% examples, 715803 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:13,115 : INFO : EPOCH 7 - PROGRESS: at 1.40% examples, 713547 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:14,123 : INFO : EPOCH 7 - PROGRESS: at 1.76% examples, 714414 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:54:15,127 : INFO : EPOCH 7 - PROGRESS: at 2.10% examples, 715909 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:16,127 : INFO : EPOCH 7 - PROGRESS: at 2.44% examples, 718967 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:17,130 : INFO : EPOCH 7 - PROGRESS: at 2.79% examples, 718993 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:18,137 : INFO : EPOCH 7 - PROGRESS: at 3.15% examples, 719132 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:54:19,140 : INFO : EPOCH 7 - PROGRESS: at 3.49% examples, 719624 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:20,151 : INFO : EPOCH 7 - PROGRESS: at 3.85% examples, 719616 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:54:21,158 : INFO : EPOCH 7 - PROGRESS: at 4.21% examples, 720430 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:22,161 : INFO : EPOCH 7 - PROGRESS: at 4.54% examples, 720215 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:23,167 : INFO : EPOCH 7 - PROGRESS: at 4.90% examples, 719835 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:24,170 : INFO : EPOCH 7 - PROGRESS: at 5.26% examples, 720208 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:25,175 : INFO : EPOCH 7 - PROGRESS: at 5.63% examples, 719295 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:26,183 : INFO : EPOCH 7 - PROGRESS: at 6.01% examples, 718952 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:27,187 : INFO : EPOCH 7 - PROGRESS: at 6.35% examples, 719464 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:28,193 : INFO : EPOCH 7 - PROGRESS: at 6.70% examples, 719170 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:29,193 : INFO : EPOCH 7 - PROGRESS: at 7.05% examples, 719475 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:30,205 : INFO : EPOCH 7 - PROGRESS: at 7.37% examples, 719576 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:31,207 : INFO : EPOCH 7 - PROGRESS: at 7.73% examples, 719465 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:32,210 : INFO : EPOCH 7 - PROGRESS: at 8.06% examples, 719384 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:33,211 : INFO : EPOCH 7 - PROGRESS: at 8.44% examples, 719387 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:34,226 : INFO : EPOCH 7 - PROGRESS: at 8.77% examples, 718840 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:35,242 : INFO : EPOCH 7 - PROGRESS: at 9.13% examples, 718893 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:36,252 : INFO : EPOCH 7 - PROGRESS: at 9.48% examples, 718875 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:54:37,254 : INFO : EPOCH 7 - PROGRESS: at 9.83% examples, 718751 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:38,257 : INFO : EPOCH 7 - PROGRESS: at 10.19% examples, 718858 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:39,257 : INFO : EPOCH 7 - PROGRESS: at 10.53% examples, 718859 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:40,261 : INFO : EPOCH 7 - PROGRESS: at 10.88% examples, 718872 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:41,275 : INFO : EPOCH 7 - PROGRESS: at 11.21% examples, 719010 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:54:42,288 : INFO : EPOCH 7 - PROGRESS: at 11.54% examples, 719264 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:43,301 : INFO : EPOCH 7 - PROGRESS: at 11.88% examples, 719099 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:44,301 : INFO : EPOCH 7 - PROGRESS: at 12.24% examples, 719084 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:45,309 : INFO : EPOCH 7 - PROGRESS: at 12.59% examples, 718944 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:46,309 : INFO : EPOCH 7 - PROGRESS: at 12.98% examples, 718848 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:47,319 : INFO : EPOCH 7 - PROGRESS: at 13.30% examples, 718881 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:48,345 : INFO : EPOCH 7 - PROGRESS: at 13.62% examples, 718195 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:49,350 : INFO : EPOCH 7 - PROGRESS: at 13.93% examples, 716679 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:50,353 : INFO : EPOCH 7 - PROGRESS: at 14.25% examples, 715322 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:51,376 : INFO : EPOCH 7 - PROGRESS: at 14.57% examples, 713676 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:52,386 : INFO : EPOCH 7 - PROGRESS: at 14.90% examples, 712044 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:53,395 : INFO : EPOCH 7 - PROGRESS: at 15.22% examples, 710808 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:54,404 : INFO : EPOCH 7 - PROGRESS: at 15.54% examples, 709552 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:55,415 : INFO : EPOCH 7 - PROGRESS: at 15.87% examples, 708385 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:56,429 : INFO : EPOCH 7 - PROGRESS: at 16.16% examples, 707285 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:57,434 : INFO : EPOCH 7 - PROGRESS: at 16.48% examples, 706047 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:54:58,450 : INFO : EPOCH 7 - PROGRESS: at 16.81% examples, 704589 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:54:59,461 : INFO : EPOCH 7 - PROGRESS: at 17.14% examples, 703507 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:55:00,465 : INFO : EPOCH 7 - PROGRESS: at 17.45% examples, 702829 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:01,472 : INFO : EPOCH 7 - PROGRESS: at 17.77% examples, 702049 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:02,490 : INFO : EPOCH 7 - PROGRESS: at 18.09% examples, 701119 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:03,495 : INFO : EPOCH 7 - PROGRESS: at 18.40% examples, 700203 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:04,505 : INFO : EPOCH 7 - PROGRESS: at 18.72% examples, 699535 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:05,508 : INFO : EPOCH 7 - PROGRESS: at 19.04% examples, 698562 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:06,515 : INFO : EPOCH 7 - PROGRESS: at 19.35% examples, 697873 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:07,530 : INFO : EPOCH 7 - PROGRESS: at 19.67% examples, 697131 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:08,546 : INFO : EPOCH 7 - PROGRESS: at 20.00% examples, 696225 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:09,548 : INFO : EPOCH 7 - PROGRESS: at 20.33% examples, 695520 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:55:10,567 : INFO : EPOCH 7 - PROGRESS: at 20.66% examples, 694705 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:11,568 : INFO : EPOCH 7 - PROGRESS: at 20.98% examples, 694117 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:12,580 : INFO : EPOCH 7 - PROGRESS: at 21.30% examples, 693583 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:13,582 : INFO : EPOCH 7 - PROGRESS: at 21.60% examples, 692889 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:14,596 : INFO : EPOCH 7 - PROGRESS: at 21.92% examples, 692326 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:55:15,597 : INFO : EPOCH 7 - PROGRESS: at 22.24% examples, 691864 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:16,601 : INFO : EPOCH 7 - PROGRESS: at 22.56% examples, 691132 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:55:17,605 : INFO : EPOCH 7 - PROGRESS: at 22.86% examples, 690442 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:18,625 : INFO : EPOCH 7 - PROGRESS: at 23.17% examples, 689839 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:19,636 : INFO : EPOCH 7 - PROGRESS: at 23.50% examples, 689291 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:20,652 : INFO : EPOCH 7 - PROGRESS: at 23.82% examples, 688782 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:21,653 : INFO : EPOCH 7 - PROGRESS: at 24.16% examples, 688280 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:22,663 : INFO : EPOCH 7 - PROGRESS: at 24.49% examples, 687864 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:23,665 : INFO : EPOCH 7 - PROGRESS: at 24.82% examples, 687458 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:24,680 : INFO : EPOCH 7 - PROGRESS: at 25.13% examples, 686874 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:55:25,688 : INFO : EPOCH 7 - PROGRESS: at 25.46% examples, 686479 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:26,695 : INFO : EPOCH 7 - PROGRESS: at 25.78% examples, 686023 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:27,703 : INFO : EPOCH 7 - PROGRESS: at 26.10% examples, 685542 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:28,713 : INFO : EPOCH 7 - PROGRESS: at 26.42% examples, 685243 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:29,719 : INFO : EPOCH 7 - PROGRESS: at 26.76% examples, 684725 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:30,726 : INFO : EPOCH 7 - PROGRESS: at 27.10% examples, 684294 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:31,727 : INFO : EPOCH 7 - PROGRESS: at 27.39% examples, 683883 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:32,731 : INFO : EPOCH 7 - PROGRESS: at 27.71% examples, 683489 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:33,749 : INFO : EPOCH 7 - PROGRESS: at 28.02% examples, 683323 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:55:34,751 : INFO : EPOCH 7 - PROGRESS: at 28.33% examples, 682993 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:35,770 : INFO : EPOCH 7 - PROGRESS: at 28.68% examples, 682641 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:36,775 : INFO : EPOCH 7 - PROGRESS: at 29.00% examples, 682282 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:37,779 : INFO : EPOCH 7 - PROGRESS: at 29.33% examples, 681979 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:55:38,779 : INFO : EPOCH 7 - PROGRESS: at 29.66% examples, 681705 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:39,790 : INFO : EPOCH 7 - PROGRESS: at 29.97% examples, 680902 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:40,799 : INFO : EPOCH 7 - PROGRESS: at 30.27% examples, 680233 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:41,808 : INFO : EPOCH 7 - PROGRESS: at 30.57% examples, 679805 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:42,814 : INFO : EPOCH 7 - PROGRESS: at 30.86% examples, 679374 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:43,817 : INFO : EPOCH 7 - PROGRESS: at 31.16% examples, 678801 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:44,818 : INFO : EPOCH 7 - PROGRESS: at 31.43% examples, 677515 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:45,827 : INFO : EPOCH 7 - PROGRESS: at 31.76% examples, 677224 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:46,834 : INFO : EPOCH 7 - PROGRESS: at 32.09% examples, 677710 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:47,838 : INFO : EPOCH 7 - PROGRESS: at 32.45% examples, 678090 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:48,838 : INFO : EPOCH 7 - PROGRESS: at 32.80% examples, 678619 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:49,840 : INFO : EPOCH 7 - PROGRESS: at 33.12% examples, 678959 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:50,860 : INFO : EPOCH 7 - PROGRESS: at 33.50% examples, 679343 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:51,866 : INFO : EPOCH 7 - PROGRESS: at 33.84% examples, 679886 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:52,872 : INFO : EPOCH 7 - PROGRESS: at 34.17% examples, 680172 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:53,884 : INFO : EPOCH 7 - PROGRESS: at 34.51% examples, 680585 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:54,884 : INFO : EPOCH 7 - PROGRESS: at 34.87% examples, 681043 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:55,905 : INFO : EPOCH 7 - PROGRESS: at 35.22% examples, 681401 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:56,908 : INFO : EPOCH 7 - PROGRESS: at 35.58% examples, 681786 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:57,911 : INFO : EPOCH 7 - PROGRESS: at 35.94% examples, 682223 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:58,911 : INFO : EPOCH 7 - PROGRESS: at 36.30% examples, 682487 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:55:59,915 : INFO : EPOCH 7 - PROGRESS: at 36.64% examples, 682914 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:00,922 : INFO : EPOCH 7 - PROGRESS: at 36.97% examples, 683165 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:01,926 : INFO : EPOCH 7 - PROGRESS: at 37.30% examples, 683531 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:02,926 : INFO : EPOCH 7 - PROGRESS: at 37.67% examples, 683823 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:03,929 : INFO : EPOCH 7 - PROGRESS: at 37.98% examples, 684161 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:04,929 : INFO : EPOCH 7 - PROGRESS: at 38.34% examples, 684381 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:05,939 : INFO : EPOCH 7 - PROGRESS: at 38.69% examples, 684647 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:06,949 : INFO : EPOCH 7 - PROGRESS: at 39.06% examples, 684883 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:07,951 : INFO : EPOCH 7 - PROGRESS: at 39.40% examples, 685244 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:08,976 : INFO : EPOCH 7 - PROGRESS: at 39.74% examples, 685473 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:09,999 : INFO : EPOCH 7 - PROGRESS: at 40.11% examples, 685679 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:11,004 : INFO : EPOCH 7 - PROGRESS: at 40.47% examples, 686028 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:12,013 : INFO : EPOCH 7 - PROGRESS: at 40.79% examples, 686265 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:13,016 : INFO : EPOCH 7 - PROGRESS: at 41.14% examples, 686632 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:14,029 : INFO : EPOCH 7 - PROGRESS: at 41.47% examples, 686917 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:56:15,040 : INFO : EPOCH 7 - PROGRESS: at 41.82% examples, 687207 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:16,045 : INFO : EPOCH 7 - PROGRESS: at 42.17% examples, 687442 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:17,047 : INFO : EPOCH 7 - PROGRESS: at 42.54% examples, 687634 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:18,048 : INFO : EPOCH 7 - PROGRESS: at 42.88% examples, 687913 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:19,050 : INFO : EPOCH 7 - PROGRESS: at 43.21% examples, 688192 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:20,062 : INFO : EPOCH 7 - PROGRESS: at 43.55% examples, 688427 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:21,074 : INFO : EPOCH 7 - PROGRESS: at 43.89% examples, 688677 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:22,080 : INFO : EPOCH 7 - PROGRESS: at 44.26% examples, 688954 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:23,100 : INFO : EPOCH 7 - PROGRESS: at 44.60% examples, 689224 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:24,104 : INFO : EPOCH 7 - PROGRESS: at 44.93% examples, 689472 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:25,126 : INFO : EPOCH 7 - PROGRESS: at 45.28% examples, 689645 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:26,137 : INFO : EPOCH 7 - PROGRESS: at 45.61% examples, 689988 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:56:27,153 : INFO : EPOCH 7 - PROGRESS: at 45.98% examples, 690173 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:28,154 : INFO : EPOCH 7 - PROGRESS: at 46.30% examples, 690431 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:29,157 : INFO : EPOCH 7 - PROGRESS: at 46.67% examples, 690609 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:56:30,164 : INFO : EPOCH 7 - PROGRESS: at 47.04% examples, 690755 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:31,179 : INFO : EPOCH 7 - PROGRESS: at 47.38% examples, 690958 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:32,183 : INFO : EPOCH 7 - PROGRESS: at 47.75% examples, 691210 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:33,196 : INFO : EPOCH 7 - PROGRESS: at 48.10% examples, 691318 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:34,201 : INFO : EPOCH 7 - PROGRESS: at 48.45% examples, 691579 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:35,209 : INFO : EPOCH 7 - PROGRESS: at 48.77% examples, 691702 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:36,211 : INFO : EPOCH 7 - PROGRESS: at 49.13% examples, 691900 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:37,214 : INFO : EPOCH 7 - PROGRESS: at 49.49% examples, 692049 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:38,215 : INFO : EPOCH 7 - PROGRESS: at 49.83% examples, 692318 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:39,219 : INFO : EPOCH 7 - PROGRESS: at 50.14% examples, 692575 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:40,227 : INFO : EPOCH 7 - PROGRESS: at 50.50% examples, 692716 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:41,228 : INFO : EPOCH 7 - PROGRESS: at 50.88% examples, 692906 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:42,228 : INFO : EPOCH 7 - PROGRESS: at 51.24% examples, 692973 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:43,241 : INFO : EPOCH 7 - PROGRESS: at 51.60% examples, 693080 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:44,248 : INFO : EPOCH 7 - PROGRESS: at 51.94% examples, 693259 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:45,252 : INFO : EPOCH 7 - PROGRESS: at 52.28% examples, 693458 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:46,260 : INFO : EPOCH 7 - PROGRESS: at 52.63% examples, 693649 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:47,281 : INFO : EPOCH 7 - PROGRESS: at 53.00% examples, 693794 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:48,298 : INFO : EPOCH 7 - PROGRESS: at 53.33% examples, 693944 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:49,305 : INFO : EPOCH 7 - PROGRESS: at 53.68% examples, 694131 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:50,324 : INFO : EPOCH 7 - PROGRESS: at 54.04% examples, 694246 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:51,326 : INFO : EPOCH 7 - PROGRESS: at 54.41% examples, 694365 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:52,330 : INFO : EPOCH 7 - PROGRESS: at 54.77% examples, 694551 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:53,341 : INFO : EPOCH 7 - PROGRESS: at 55.14% examples, 694642 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:54,348 : INFO : EPOCH 7 - PROGRESS: at 55.49% examples, 694784 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:56:55,351 : INFO : EPOCH 7 - PROGRESS: at 55.85% examples, 694910 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:56:56,354 : INFO : EPOCH 7 - PROGRESS: at 56.22% examples, 695042 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:57,357 : INFO : EPOCH 7 - PROGRESS: at 56.58% examples, 695184 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:56:58,363 : INFO : EPOCH 7 - PROGRESS: at 56.92% examples, 695342 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:56:59,377 : INFO : EPOCH 7 - PROGRESS: at 57.27% examples, 695471 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:00,380 : INFO : EPOCH 7 - PROGRESS: at 57.62% examples, 695611 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:01,383 : INFO : EPOCH 7 - PROGRESS: at 57.98% examples, 695794 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:57:02,393 : INFO : EPOCH 7 - PROGRESS: at 58.33% examples, 695902 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:03,397 : INFO : EPOCH 7 - PROGRESS: at 58.69% examples, 696079 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:04,400 : INFO : EPOCH 7 - PROGRESS: at 59.03% examples, 696194 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:57:05,408 : INFO : EPOCH 7 - PROGRESS: at 59.38% examples, 696357 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:06,415 : INFO : EPOCH 7 - PROGRESS: at 59.71% examples, 696265 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:07,424 : INFO : EPOCH 7 - PROGRESS: at 59.99% examples, 696063 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:08,435 : INFO : EPOCH 7 - PROGRESS: at 60.31% examples, 695818 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:09,436 : INFO : EPOCH 7 - PROGRESS: at 60.64% examples, 695584 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:10,449 : INFO : EPOCH 7 - PROGRESS: at 60.96% examples, 695390 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:57:11,459 : INFO : EPOCH 7 - PROGRESS: at 61.29% examples, 695179 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:12,466 : INFO : EPOCH 7 - PROGRESS: at 61.61% examples, 694988 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:57:13,466 : INFO : EPOCH 7 - PROGRESS: at 61.91% examples, 694871 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:14,478 : INFO : EPOCH 7 - PROGRESS: at 62.25% examples, 694589 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:15,497 : INFO : EPOCH 7 - PROGRESS: at 62.56% examples, 694351 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:16,498 : INFO : EPOCH 7 - PROGRESS: at 62.86% examples, 694153 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:17,505 : INFO : EPOCH 7 - PROGRESS: at 63.16% examples, 693989 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:18,507 : INFO : EPOCH 7 - PROGRESS: at 63.45% examples, 693822 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:19,519 : INFO : EPOCH 7 - PROGRESS: at 63.77% examples, 693535 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:57:20,523 : INFO : EPOCH 7 - PROGRESS: at 64.05% examples, 693400 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:21,530 : INFO : EPOCH 7 - PROGRESS: at 64.38% examples, 693203 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:22,542 : INFO : EPOCH 7 - PROGRESS: at 64.70% examples, 692969 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:23,546 : INFO : EPOCH 7 - PROGRESS: at 65.05% examples, 692733 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:24,546 : INFO : EPOCH 7 - PROGRESS: at 65.39% examples, 692547 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:25,547 : INFO : EPOCH 7 - PROGRESS: at 65.70% examples, 692367 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:26,551 : INFO : EPOCH 7 - PROGRESS: at 66.02% examples, 692152 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:57:27,573 : INFO : EPOCH 7 - PROGRESS: at 66.33% examples, 691899 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:57:28,582 : INFO : EPOCH 7 - PROGRESS: at 66.65% examples, 691724 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:29,583 : INFO : EPOCH 7 - PROGRESS: at 66.98% examples, 691551 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:30,600 : INFO : EPOCH 7 - PROGRESS: at 67.31% examples, 691424 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:57:31,609 : INFO : EPOCH 7 - PROGRESS: at 67.63% examples, 691216 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:32,611 : INFO : EPOCH 7 - PROGRESS: at 67.95% examples, 691018 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:57:33,611 : INFO : EPOCH 7 - PROGRESS: at 68.27% examples, 690846 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:57:34,620 : INFO : EPOCH 7 - PROGRESS: at 68.60% examples, 690664 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:57:35,629 : INFO : EPOCH 7 - PROGRESS: at 68.92% examples, 690512 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:36,629 : INFO : EPOCH 7 - PROGRESS: at 69.24% examples, 690342 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:57:37,630 : INFO : EPOCH 7 - PROGRESS: at 69.54% examples, 690171 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:38,632 : INFO : EPOCH 7 - PROGRESS: at 69.85% examples, 690049 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:39,633 : INFO : EPOCH 7 - PROGRESS: at 70.19% examples, 689838 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:40,651 : INFO : EPOCH 7 - PROGRESS: at 70.50% examples, 689638 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:41,657 : INFO : EPOCH 7 - PROGRESS: at 70.83% examples, 689497 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:42,660 : INFO : EPOCH 7 - PROGRESS: at 71.14% examples, 689353 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:43,669 : INFO : EPOCH 7 - PROGRESS: at 71.48% examples, 689100 words/s, in_qsize 6, out_qsize 1
2020-07-24 18:57:44,672 : INFO : EPOCH 7 - PROGRESS: at 71.79% examples, 688973 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:45,673 : INFO : EPOCH 7 - PROGRESS: at 72.11% examples, 688759 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:46,674 : INFO : EPOCH 7 - PROGRESS: at 72.41% examples, 688613 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:47,677 : INFO : EPOCH 7 - PROGRESS: at 72.72% examples, 688442 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:48,682 : INFO : EPOCH 7 - PROGRESS: at 73.06% examples, 688275 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:49,694 : INFO : EPOCH 7 - PROGRESS: at 73.41% examples, 688121 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:50,698 : INFO : EPOCH 7 - PROGRESS: at 73.72% examples, 687978 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:51,702 : INFO : EPOCH 7 - PROGRESS: at 74.06% examples, 687824 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:52,702 : INFO : EPOCH 7 - PROGRESS: at 74.37% examples, 687673 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:53,704 : INFO : EPOCH 7 - PROGRESS: at 74.70% examples, 687516 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:54,714 : INFO : EPOCH 7 - PROGRESS: at 75.01% examples, 687330 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:55,730 : INFO : EPOCH 7 - PROGRESS: at 75.32% examples, 687244 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:56,735 : INFO : EPOCH 7 - PROGRESS: at 75.64% examples, 687093 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:57,747 : INFO : EPOCH 7 - PROGRESS: at 75.91% examples, 687002 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:58,775 : INFO : EPOCH 7 - PROGRESS: at 76.25% examples, 686808 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:57:59,781 : INFO : EPOCH 7 - PROGRESS: at 76.58% examples, 686667 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:00,787 : INFO : EPOCH 7 - PROGRESS: at 76.88% examples, 686523 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:58:01,798 : INFO : EPOCH 7 - PROGRESS: at 77.21% examples, 686357 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:02,812 : INFO : EPOCH 7 - PROGRESS: at 77.53% examples, 686228 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:03,833 : INFO : EPOCH 7 - PROGRESS: at 77.86% examples, 686077 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:04,834 : INFO : EPOCH 7 - PROGRESS: at 78.18% examples, 685890 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:05,842 : INFO : EPOCH 7 - PROGRESS: at 78.48% examples, 685765 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:06,850 : INFO : EPOCH 7 - PROGRESS: at 78.78% examples, 685700 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:07,857 : INFO : EPOCH 7 - PROGRESS: at 79.09% examples, 685545 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:08,861 : INFO : EPOCH 7 - PROGRESS: at 79.40% examples, 685485 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:09,861 : INFO : EPOCH 7 - PROGRESS: at 79.71% examples, 685343 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:10,863 : INFO : EPOCH 7 - PROGRESS: at 80.02% examples, 685207 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:11,876 : INFO : EPOCH 7 - PROGRESS: at 80.35% examples, 685076 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:12,881 : INFO : EPOCH 7 - PROGRESS: at 80.65% examples, 684959 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:13,881 : INFO : EPOCH 7 - PROGRESS: at 80.97% examples, 684874 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:14,894 : INFO : EPOCH 7 - PROGRESS: at 81.31% examples, 684687 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:15,906 : INFO : EPOCH 7 - PROGRESS: at 81.62% examples, 684569 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:16,915 : INFO : EPOCH 7 - PROGRESS: at 81.93% examples, 684494 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:17,920 : INFO : EPOCH 7 - PROGRESS: at 82.25% examples, 684356 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:58:18,924 : INFO : EPOCH 7 - PROGRESS: at 82.59% examples, 684253 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:19,937 : INFO : EPOCH 7 - PROGRESS: at 82.89% examples, 684059 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:58:20,938 : INFO : EPOCH 7 - PROGRESS: at 83.20% examples, 683816 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:21,947 : INFO : EPOCH 7 - PROGRESS: at 83.51% examples, 683565 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:22,964 : INFO : EPOCH 7 - PROGRESS: at 83.80% examples, 683327 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:23,972 : INFO : EPOCH 7 - PROGRESS: at 84.08% examples, 682790 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:24,974 : INFO : EPOCH 7 - PROGRESS: at 84.37% examples, 682511 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:25,979 : INFO : EPOCH 7 - PROGRESS: at 84.70% examples, 682622 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:26,980 : INFO : EPOCH 7 - PROGRESS: at 85.07% examples, 682760 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:27,988 : INFO : EPOCH 7 - PROGRESS: at 85.43% examples, 682947 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:29,006 : INFO : EPOCH 7 - PROGRESS: at 85.78% examples, 683082 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:30,015 : INFO : EPOCH 7 - PROGRESS: at 86.14% examples, 683240 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:58:31,017 : INFO : EPOCH 7 - PROGRESS: at 86.50% examples, 683381 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:32,022 : INFO : EPOCH 7 - PROGRESS: at 86.86% examples, 683511 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:33,033 : INFO : EPOCH 7 - PROGRESS: at 87.20% examples, 683563 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:34,046 : INFO : EPOCH 7 - PROGRESS: at 87.50% examples, 683424 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:35,051 : INFO : EPOCH 7 - PROGRESS: at 87.81% examples, 683339 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:58:36,068 : INFO : EPOCH 7 - PROGRESS: at 88.13% examples, 683174 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:37,083 : INFO : EPOCH 7 - PROGRESS: at 88.44% examples, 683088 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:38,088 : INFO : EPOCH 7 - PROGRESS: at 88.78% examples, 682974 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:39,091 : INFO : EPOCH 7 - PROGRESS: at 89.08% examples, 682844 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:40,116 : INFO : EPOCH 7 - PROGRESS: at 89.42% examples, 682743 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:41,120 : INFO : EPOCH 7 - PROGRESS: at 89.74% examples, 682621 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:58:42,121 : INFO : EPOCH 7 - PROGRESS: at 90.06% examples, 682540 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:43,121 : INFO : EPOCH 7 - PROGRESS: at 90.38% examples, 682434 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:44,126 : INFO : EPOCH 7 - PROGRESS: at 90.69% examples, 682328 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:45,139 : INFO : EPOCH 7 - PROGRESS: at 91.02% examples, 682239 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:46,158 : INFO : EPOCH 7 - PROGRESS: at 91.33% examples, 682111 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:47,158 : INFO : EPOCH 7 - PROGRESS: at 91.67% examples, 682005 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:48,164 : INFO : EPOCH 7 - PROGRESS: at 91.97% examples, 681901 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:49,193 : INFO : EPOCH 7 - PROGRESS: at 92.30% examples, 681804 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:50,201 : INFO : EPOCH 7 - PROGRESS: at 92.62% examples, 681756 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:51,219 : INFO : EPOCH 7 - PROGRESS: at 92.96% examples, 681624 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:52,227 : INFO : EPOCH 7 - PROGRESS: at 93.28% examples, 681525 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:53,237 : INFO : EPOCH 7 - PROGRESS: at 93.58% examples, 681436 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:54,245 : INFO : EPOCH 7 - PROGRESS: at 93.89% examples, 681342 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:58:55,249 : INFO : EPOCH 7 - PROGRESS: at 94.21% examples, 681280 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:56,254 : INFO : EPOCH 7 - PROGRESS: at 94.55% examples, 681124 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:57,255 : INFO : EPOCH 7 - PROGRESS: at 94.87% examples, 681071 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:58:58,257 : INFO : EPOCH 7 - PROGRESS: at 95.18% examples, 680937 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:58:59,259 : INFO : EPOCH 7 - PROGRESS: at 95.50% examples, 680852 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:00,263 : INFO : EPOCH 7 - PROGRESS: at 95.81% examples, 680752 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:01,270 : INFO : EPOCH 7 - PROGRESS: at 96.14% examples, 680676 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:02,280 : INFO : EPOCH 7 - PROGRESS: at 96.47% examples, 680593 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:03,289 : INFO : EPOCH 7 - PROGRESS: at 96.80% examples, 680494 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:04,294 : INFO : EPOCH 7 - PROGRESS: at 97.10% examples, 680410 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:05,315 : INFO : EPOCH 7 - PROGRESS: at 97.41% examples, 680295 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:06,317 : INFO : EPOCH 7 - PROGRESS: at 97.74% examples, 680204 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:07,322 : INFO : EPOCH 7 - PROGRESS: at 98.03% examples, 680171 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:08,335 : INFO : EPOCH 7 - PROGRESS: at 98.36% examples, 680032 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:09,339 : INFO : EPOCH 7 - PROGRESS: at 98.70% examples, 679969 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:10,348 : INFO : EPOCH 7 - PROGRESS: at 99.03% examples, 679854 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:11,363 : INFO : EPOCH 7 - PROGRESS: at 99.36% examples, 679742 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:12,366 : INFO : EPOCH 7 - PROGRESS: at 99.69% examples, 679696 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:59:13,310 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 18:59:13,324 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 18:59:13,326 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 18:59:13,327 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 18:59:13,328 : INFO : EPOCH - 7 : training on 265957053 raw words (206773418 effective words) took 304.2s, 679647 effective words/s
2020-07-24 18:59:14,341 : INFO : EPOCH 8 - PROGRESS: at 0.30% examples, 647246 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:15,346 : INFO : EPOCH 8 - PROGRESS: at 0.65% examples, 645658 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:16,366 : INFO : EPOCH 8 - PROGRESS: at 0.96% examples, 650666 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:17,374 : INFO : EPOCH 8 - PROGRESS: at 1.29% examples, 652295 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:18,374 : INFO : EPOCH 8 - PROGRESS: at 1.60% examples, 653391 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:59:19,380 : INFO : EPOCH 8 - PROGRESS: at 1.94% examples, 654973 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:20,387 : INFO : EPOCH 8 - PROGRESS: at 2.25% examples, 655359 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:21,391 : INFO : EPOCH 8 - PROGRESS: at 2.56% examples, 657918 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:59:22,402 : INFO : EPOCH 8 - PROGRESS: at 2.89% examples, 658282 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:23,411 : INFO : EPOCH 8 - PROGRESS: at 3.21% examples, 658476 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:59:24,413 : INFO : EPOCH 8 - PROGRESS: at 3.53% examples, 658999 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:25,426 : INFO : EPOCH 8 - PROGRESS: at 3.86% examples, 659260 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:26,434 : INFO : EPOCH 8 - PROGRESS: at 4.18% examples, 659917 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:27,454 : INFO : EPOCH 8 - PROGRESS: at 4.50% examples, 659781 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:28,457 : INFO : EPOCH 8 - PROGRESS: at 4.82% examples, 659675 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:59:29,466 : INFO : EPOCH 8 - PROGRESS: at 5.15% examples, 659828 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:30,475 : INFO : EPOCH 8 - PROGRESS: at 5.50% examples, 659722 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:31,496 : INFO : EPOCH 8 - PROGRESS: at 5.85% examples, 658980 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:59:32,503 : INFO : EPOCH 8 - PROGRESS: at 6.17% examples, 659418 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:33,505 : INFO : EPOCH 8 - PROGRESS: at 6.49% examples, 659379 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:34,514 : INFO : EPOCH 8 - PROGRESS: at 6.80% examples, 659233 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:35,516 : INFO : EPOCH 8 - PROGRESS: at 7.12% examples, 659578 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:36,516 : INFO : EPOCH 8 - PROGRESS: at 7.42% examples, 659784 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:37,521 : INFO : EPOCH 8 - PROGRESS: at 7.74% examples, 659247 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:38,546 : INFO : EPOCH 8 - PROGRESS: at 8.06% examples, 659589 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:39,556 : INFO : EPOCH 8 - PROGRESS: at 8.41% examples, 659702 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:40,567 : INFO : EPOCH 8 - PROGRESS: at 8.73% examples, 659588 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:41,580 : INFO : EPOCH 8 - PROGRESS: at 9.06% examples, 659719 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:42,581 : INFO : EPOCH 8 - PROGRESS: at 9.37% examples, 659555 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:43,590 : INFO : EPOCH 8 - PROGRESS: at 9.69% examples, 659439 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:44,601 : INFO : EPOCH 8 - PROGRESS: at 10.03% examples, 659668 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:45,610 : INFO : EPOCH 8 - PROGRESS: at 10.34% examples, 659406 words/s, in_qsize 7, out_qsize 1
2020-07-24 18:59:46,617 : INFO : EPOCH 8 - PROGRESS: at 10.66% examples, 659677 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:47,620 : INFO : EPOCH 8 - PROGRESS: at 10.97% examples, 659703 words/s, in_qsize 8, out_qsize 0
2020-07-24 18:59:48,639 : INFO : EPOCH 8 - PROGRESS: at 11.27% examples, 659665 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:49,649 : INFO : EPOCH 8 - PROGRESS: at 11.58% examples, 659893 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:50,655 : INFO : EPOCH 8 - PROGRESS: at 11.90% examples, 660081 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:51,666 : INFO : EPOCH 8 - PROGRESS: at 12.23% examples, 660087 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:52,666 : INFO : EPOCH 8 - PROGRESS: at 12.55% examples, 659867 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:53,670 : INFO : EPOCH 8 - PROGRESS: at 12.89% examples, 659536 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:54,680 : INFO : EPOCH 8 - PROGRESS: at 13.21% examples, 659671 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:55,682 : INFO : EPOCH 8 - PROGRESS: at 13.52% examples, 659793 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:56,689 : INFO : EPOCH 8 - PROGRESS: at 13.82% examples, 659999 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:57,700 : INFO : EPOCH 8 - PROGRESS: at 14.14% examples, 660167 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:58,701 : INFO : EPOCH 8 - PROGRESS: at 14.46% examples, 659961 words/s, in_qsize 7, out_qsize 0
2020-07-24 18:59:59,717 : INFO : EPOCH 8 - PROGRESS: at 14.80% examples, 659950 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:00,720 : INFO : EPOCH 8 - PROGRESS: at 15.12% examples, 659757 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:01,728 : INFO : EPOCH 8 - PROGRESS: at 15.44% examples, 659944 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:02,735 : INFO : EPOCH 8 - PROGRESS: at 15.77% examples, 659789 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:03,749 : INFO : EPOCH 8 - PROGRESS: at 16.06% examples, 659944 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:00:04,759 : INFO : EPOCH 8 - PROGRESS: at 16.40% examples, 659954 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:05,772 : INFO : EPOCH 8 - PROGRESS: at 16.73% examples, 659874 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:06,793 : INFO : EPOCH 8 - PROGRESS: at 17.05% examples, 659781 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:00:07,804 : INFO : EPOCH 8 - PROGRESS: at 17.38% examples, 659981 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:08,814 : INFO : EPOCH 8 - PROGRESS: at 17.69% examples, 660170 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:09,827 : INFO : EPOCH 8 - PROGRESS: at 18.02% examples, 659939 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:10,851 : INFO : EPOCH 8 - PROGRESS: at 18.34% examples, 660073 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:11,854 : INFO : EPOCH 8 - PROGRESS: at 18.65% examples, 660091 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:00:12,865 : INFO : EPOCH 8 - PROGRESS: at 18.99% examples, 659961 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:13,873 : INFO : EPOCH 8 - PROGRESS: at 19.30% examples, 660001 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:14,886 : INFO : EPOCH 8 - PROGRESS: at 19.62% examples, 660051 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:15,894 : INFO : EPOCH 8 - PROGRESS: at 19.95% examples, 660006 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:16,902 : INFO : EPOCH 8 - PROGRESS: at 20.29% examples, 660164 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:17,904 : INFO : EPOCH 8 - PROGRESS: at 20.62% examples, 660128 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:18,914 : INFO : EPOCH 8 - PROGRESS: at 20.95% examples, 660181 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:19,916 : INFO : EPOCH 8 - PROGRESS: at 21.27% examples, 660240 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:20,920 : INFO : EPOCH 8 - PROGRESS: at 21.58% examples, 660336 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:00:21,930 : INFO : EPOCH 8 - PROGRESS: at 21.89% examples, 660429 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:22,932 : INFO : EPOCH 8 - PROGRESS: at 22.21% examples, 660297 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:23,938 : INFO : EPOCH 8 - PROGRESS: at 22.54% examples, 660008 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:24,942 : INFO : EPOCH 8 - PROGRESS: at 22.84% examples, 660050 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:25,946 : INFO : EPOCH 8 - PROGRESS: at 23.15% examples, 660019 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:26,972 : INFO : EPOCH 8 - PROGRESS: at 23.48% examples, 659910 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:27,978 : INFO : EPOCH 8 - PROGRESS: at 23.81% examples, 659999 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:28,984 : INFO : EPOCH 8 - PROGRESS: at 24.15% examples, 659942 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:29,989 : INFO : EPOCH 8 - PROGRESS: at 24.48% examples, 659857 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:30,995 : INFO : EPOCH 8 - PROGRESS: at 24.81% examples, 659832 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:32,009 : INFO : EPOCH 8 - PROGRESS: at 25.13% examples, 659898 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:00:33,017 : INFO : EPOCH 8 - PROGRESS: at 25.46% examples, 659856 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:34,030 : INFO : EPOCH 8 - PROGRESS: at 25.79% examples, 659881 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:35,032 : INFO : EPOCH 8 - PROGRESS: at 26.10% examples, 659861 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:36,036 : INFO : EPOCH 8 - PROGRESS: at 26.43% examples, 659806 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:37,037 : INFO : EPOCH 8 - PROGRESS: at 26.77% examples, 659796 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:38,050 : INFO : EPOCH 8 - PROGRESS: at 27.12% examples, 659741 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:39,065 : INFO : EPOCH 8 - PROGRESS: at 27.42% examples, 659833 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:40,068 : INFO : EPOCH 8 - PROGRESS: at 27.74% examples, 659889 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:41,075 : INFO : EPOCH 8 - PROGRESS: at 28.04% examples, 659957 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:42,076 : INFO : EPOCH 8 - PROGRESS: at 28.37% examples, 660010 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:43,096 : INFO : EPOCH 8 - PROGRESS: at 28.72% examples, 659821 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:00:44,103 : INFO : EPOCH 8 - PROGRESS: at 29.04% examples, 659950 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:45,109 : INFO : EPOCH 8 - PROGRESS: at 29.36% examples, 659943 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:46,118 : INFO : EPOCH 8 - PROGRESS: at 29.71% examples, 659967 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:47,120 : INFO : EPOCH 8 - PROGRESS: at 30.04% examples, 659931 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:48,127 : INFO : EPOCH 8 - PROGRESS: at 30.35% examples, 660026 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:49,132 : INFO : EPOCH 8 - PROGRESS: at 30.67% examples, 660085 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:50,153 : INFO : EPOCH 8 - PROGRESS: at 30.97% examples, 660074 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:51,167 : INFO : EPOCH 8 - PROGRESS: at 31.31% examples, 660148 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:52,168 : INFO : EPOCH 8 - PROGRESS: at 31.64% examples, 660207 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:00:53,173 : INFO : EPOCH 8 - PROGRESS: at 31.95% examples, 660214 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:54,177 : INFO : EPOCH 8 - PROGRESS: at 32.26% examples, 660233 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:55,190 : INFO : EPOCH 8 - PROGRESS: at 32.59% examples, 660188 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:56,196 : INFO : EPOCH 8 - PROGRESS: at 32.91% examples, 660222 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:00:57,205 : INFO : EPOCH 8 - PROGRESS: at 33.22% examples, 660347 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:58,213 : INFO : EPOCH 8 - PROGRESS: at 33.55% examples, 660274 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:00:59,229 : INFO : EPOCH 8 - PROGRESS: at 33.86% examples, 660297 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:00,233 : INFO : EPOCH 8 - PROGRESS: at 34.15% examples, 660072 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:01,250 : INFO : EPOCH 8 - PROGRESS: at 34.45% examples, 659747 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:02,256 : INFO : EPOCH 8 - PROGRESS: at 34.76% examples, 659448 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:03,259 : INFO : EPOCH 8 - PROGRESS: at 35.08% examples, 659163 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:04,262 : INFO : EPOCH 8 - PROGRESS: at 35.34% examples, 658214 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:05,272 : INFO : EPOCH 8 - PROGRESS: at 35.66% examples, 658017 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:06,277 : INFO : EPOCH 8 - PROGRESS: at 36.02% examples, 658653 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:07,277 : INFO : EPOCH 8 - PROGRESS: at 36.38% examples, 659271 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:08,281 : INFO : EPOCH 8 - PROGRESS: at 36.72% examples, 659960 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:09,282 : INFO : EPOCH 8 - PROGRESS: at 37.06% examples, 660594 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:01:10,294 : INFO : EPOCH 8 - PROGRESS: at 37.40% examples, 661070 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:11,307 : INFO : EPOCH 8 - PROGRESS: at 37.74% examples, 661567 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:12,325 : INFO : EPOCH 8 - PROGRESS: at 38.09% examples, 662171 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:13,327 : INFO : EPOCH 8 - PROGRESS: at 38.44% examples, 662585 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:14,329 : INFO : EPOCH 8 - PROGRESS: at 38.80% examples, 663094 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:15,336 : INFO : EPOCH 8 - PROGRESS: at 39.17% examples, 663602 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:16,340 : INFO : EPOCH 8 - PROGRESS: at 39.52% examples, 664154 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:17,353 : INFO : EPOCH 8 - PROGRESS: at 39.87% examples, 664671 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:18,363 : INFO : EPOCH 8 - PROGRESS: at 40.23% examples, 665130 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:19,366 : INFO : EPOCH 8 - PROGRESS: at 40.59% examples, 665652 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:20,367 : INFO : EPOCH 8 - PROGRESS: at 40.92% examples, 666204 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:21,371 : INFO : EPOCH 8 - PROGRESS: at 41.25% examples, 666675 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:22,384 : INFO : EPOCH 8 - PROGRESS: at 41.61% examples, 667140 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:23,389 : INFO : EPOCH 8 - PROGRESS: at 41.96% examples, 667644 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:24,394 : INFO : EPOCH 8 - PROGRESS: at 42.32% examples, 668101 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:25,398 : INFO : EPOCH 8 - PROGRESS: at 42.70% examples, 668467 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:26,420 : INFO : EPOCH 8 - PROGRESS: at 43.03% examples, 669037 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:27,421 : INFO : EPOCH 8 - PROGRESS: at 43.38% examples, 669565 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:28,422 : INFO : EPOCH 8 - PROGRESS: at 43.72% examples, 670005 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:29,424 : INFO : EPOCH 8 - PROGRESS: at 44.08% examples, 670426 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:30,428 : INFO : EPOCH 8 - PROGRESS: at 44.43% examples, 670856 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:31,429 : INFO : EPOCH 8 - PROGRESS: at 44.76% examples, 671352 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:32,430 : INFO : EPOCH 8 - PROGRESS: at 45.10% examples, 671765 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:33,459 : INFO : EPOCH 8 - PROGRESS: at 45.45% examples, 672031 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:34,459 : INFO : EPOCH 8 - PROGRESS: at 45.78% examples, 672437 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:35,468 : INFO : EPOCH 8 - PROGRESS: at 46.14% examples, 672865 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:36,483 : INFO : EPOCH 8 - PROGRESS: at 46.49% examples, 673208 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:37,501 : INFO : EPOCH 8 - PROGRESS: at 46.86% examples, 673605 words/s, in_qsize 8, out_qsize 1
2020-07-24 19:01:38,506 : INFO : EPOCH 8 - PROGRESS: at 47.23% examples, 674031 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:39,515 : INFO : EPOCH 8 - PROGRESS: at 47.58% examples, 674410 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:40,516 : INFO : EPOCH 8 - PROGRESS: at 47.96% examples, 674702 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:41,521 : INFO : EPOCH 8 - PROGRESS: at 48.30% examples, 675034 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:42,528 : INFO : EPOCH 8 - PROGRESS: at 48.63% examples, 675406 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:43,543 : INFO : EPOCH 8 - PROGRESS: at 48.98% examples, 675782 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:44,545 : INFO : EPOCH 8 - PROGRESS: at 49.35% examples, 676051 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:45,552 : INFO : EPOCH 8 - PROGRESS: at 49.70% examples, 676433 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:46,557 : INFO : EPOCH 8 - PROGRESS: at 50.03% examples, 676817 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:47,562 : INFO : EPOCH 8 - PROGRESS: at 50.38% examples, 677187 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:01:48,570 : INFO : EPOCH 8 - PROGRESS: at 50.74% examples, 677493 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:49,573 : INFO : EPOCH 8 - PROGRESS: at 51.14% examples, 677755 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:50,574 : INFO : EPOCH 8 - PROGRESS: at 51.48% examples, 678044 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:51,576 : INFO : EPOCH 8 - PROGRESS: at 51.84% examples, 678359 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:52,580 : INFO : EPOCH 8 - PROGRESS: at 52.18% examples, 678627 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:53,580 : INFO : EPOCH 8 - PROGRESS: at 52.53% examples, 678978 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:54,587 : INFO : EPOCH 8 - PROGRESS: at 52.89% examples, 679263 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:55,591 : INFO : EPOCH 8 - PROGRESS: at 53.25% examples, 679563 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:56,595 : INFO : EPOCH 8 - PROGRESS: at 53.58% examples, 679868 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:57,598 : INFO : EPOCH 8 - PROGRESS: at 53.93% examples, 680206 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:58,612 : INFO : EPOCH 8 - PROGRESS: at 54.30% examples, 680499 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:01:59,627 : INFO : EPOCH 8 - PROGRESS: at 54.69% examples, 680729 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:00,644 : INFO : EPOCH 8 - PROGRESS: at 55.06% examples, 680916 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:01,651 : INFO : EPOCH 8 - PROGRESS: at 55.43% examples, 681267 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:02,667 : INFO : EPOCH 8 - PROGRESS: at 55.78% examples, 681509 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:03,678 : INFO : EPOCH 8 - PROGRESS: at 56.15% examples, 681820 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:04,682 : INFO : EPOCH 8 - PROGRESS: at 56.54% examples, 682074 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:05,689 : INFO : EPOCH 8 - PROGRESS: at 56.88% examples, 682315 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:06,689 : INFO : EPOCH 8 - PROGRESS: at 57.22% examples, 682558 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:07,690 : INFO : EPOCH 8 - PROGRESS: at 57.57% examples, 682767 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:08,694 : INFO : EPOCH 8 - PROGRESS: at 57.93% examples, 683042 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:09,702 : INFO : EPOCH 8 - PROGRESS: at 58.30% examples, 683346 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:10,710 : INFO : EPOCH 8 - PROGRESS: at 58.66% examples, 683602 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:11,714 : INFO : EPOCH 8 - PROGRESS: at 59.01% examples, 683917 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:12,726 : INFO : EPOCH 8 - PROGRESS: at 59.36% examples, 684172 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:13,737 : INFO : EPOCH 8 - PROGRESS: at 59.71% examples, 684376 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:14,737 : INFO : EPOCH 8 - PROGRESS: at 60.03% examples, 684634 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:02:15,740 : INFO : EPOCH 8 - PROGRESS: at 60.39% examples, 684962 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:16,750 : INFO : EPOCH 8 - PROGRESS: at 60.75% examples, 685172 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:02:17,763 : INFO : EPOCH 8 - PROGRESS: at 61.09% examples, 685339 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:18,769 : INFO : EPOCH 8 - PROGRESS: at 61.46% examples, 685606 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:19,782 : INFO : EPOCH 8 - PROGRESS: at 61.81% examples, 685824 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:20,784 : INFO : EPOCH 8 - PROGRESS: at 62.17% examples, 686030 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:21,797 : INFO : EPOCH 8 - PROGRESS: at 62.52% examples, 686294 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:22,798 : INFO : EPOCH 8 - PROGRESS: at 62.85% examples, 686502 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:23,813 : INFO : EPOCH 8 - PROGRESS: at 63.18% examples, 686755 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:02:24,814 : INFO : EPOCH 8 - PROGRESS: at 63.52% examples, 686983 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:25,825 : INFO : EPOCH 8 - PROGRESS: at 63.85% examples, 687271 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:26,833 : INFO : EPOCH 8 - PROGRESS: at 64.20% examples, 687539 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:27,845 : INFO : EPOCH 8 - PROGRESS: at 64.55% examples, 687759 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:28,851 : INFO : EPOCH 8 - PROGRESS: at 64.94% examples, 687923 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:29,854 : INFO : EPOCH 8 - PROGRESS: at 65.31% examples, 688150 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:30,871 : INFO : EPOCH 8 - PROGRESS: at 65.67% examples, 688324 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:31,876 : INFO : EPOCH 8 - PROGRESS: at 66.03% examples, 688525 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:32,880 : INFO : EPOCH 8 - PROGRESS: at 66.40% examples, 688752 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:33,880 : INFO : EPOCH 8 - PROGRESS: at 66.73% examples, 688967 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:34,881 : INFO : EPOCH 8 - PROGRESS: at 67.10% examples, 689144 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:35,895 : INFO : EPOCH 8 - PROGRESS: at 67.47% examples, 689354 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:36,898 : INFO : EPOCH 8 - PROGRESS: at 67.82% examples, 689539 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:37,922 : INFO : EPOCH 8 - PROGRESS: at 68.19% examples, 689720 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:38,923 : INFO : EPOCH 8 - PROGRESS: at 68.55% examples, 689930 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:39,927 : INFO : EPOCH 8 - PROGRESS: at 68.90% examples, 690112 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:40,932 : INFO : EPOCH 8 - PROGRESS: at 69.25% examples, 690255 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:41,938 : INFO : EPOCH 8 - PROGRESS: at 69.58% examples, 690448 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:42,939 : INFO : EPOCH 8 - PROGRESS: at 69.94% examples, 690624 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:43,942 : INFO : EPOCH 8 - PROGRESS: at 70.30% examples, 690799 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:44,946 : INFO : EPOCH 8 - PROGRESS: at 70.65% examples, 690970 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:45,966 : INFO : EPOCH 8 - PROGRESS: at 71.02% examples, 691127 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:46,979 : INFO : EPOCH 8 - PROGRESS: at 71.38% examples, 691317 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:47,987 : INFO : EPOCH 8 - PROGRESS: at 71.75% examples, 691496 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:48,990 : INFO : EPOCH 8 - PROGRESS: at 72.10% examples, 691594 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:49,991 : INFO : EPOCH 8 - PROGRESS: at 72.43% examples, 691782 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:50,999 : INFO : EPOCH 8 - PROGRESS: at 72.78% examples, 691988 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:52,003 : INFO : EPOCH 8 - PROGRESS: at 73.16% examples, 692095 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:53,009 : INFO : EPOCH 8 - PROGRESS: at 73.53% examples, 692254 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:54,019 : INFO : EPOCH 8 - PROGRESS: at 73.90% examples, 692371 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:55,040 : INFO : EPOCH 8 - PROGRESS: at 74.26% examples, 692483 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:56,045 : INFO : EPOCH 8 - PROGRESS: at 74.62% examples, 692652 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:02:57,047 : INFO : EPOCH 8 - PROGRESS: at 74.98% examples, 692830 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:58,057 : INFO : EPOCH 8 - PROGRESS: at 75.31% examples, 692977 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:02:59,057 : INFO : EPOCH 8 - PROGRESS: at 75.65% examples, 693123 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:00,063 : INFO : EPOCH 8 - PROGRESS: at 75.96% examples, 693283 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:01,064 : INFO : EPOCH 8 - PROGRESS: at 76.33% examples, 693424 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:02,084 : INFO : EPOCH 8 - PROGRESS: at 76.69% examples, 693581 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:03,087 : INFO : EPOCH 8 - PROGRESS: at 77.06% examples, 693819 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:04,090 : INFO : EPOCH 8 - PROGRESS: at 77.40% examples, 693964 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:05,092 : INFO : EPOCH 8 - PROGRESS: at 77.76% examples, 694131 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:06,104 : INFO : EPOCH 8 - PROGRESS: at 78.13% examples, 694263 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:07,108 : INFO : EPOCH 8 - PROGRESS: at 78.47% examples, 694362 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:08,108 : INFO : EPOCH 8 - PROGRESS: at 78.80% examples, 694555 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:09,115 : INFO : EPOCH 8 - PROGRESS: at 79.14% examples, 694649 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:10,135 : INFO : EPOCH 8 - PROGRESS: at 79.45% examples, 694519 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:11,139 : INFO : EPOCH 8 - PROGRESS: at 79.77% examples, 694388 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:12,148 : INFO : EPOCH 8 - PROGRESS: at 80.10% examples, 694262 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:03:13,151 : INFO : EPOCH 8 - PROGRESS: at 80.41% examples, 694115 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:14,160 : INFO : EPOCH 8 - PROGRESS: at 80.73% examples, 693989 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:15,160 : INFO : EPOCH 8 - PROGRESS: at 81.06% examples, 693920 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:16,160 : INFO : EPOCH 8 - PROGRESS: at 81.38% examples, 693738 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:17,170 : INFO : EPOCH 8 - PROGRESS: at 81.70% examples, 693635 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:18,188 : INFO : EPOCH 8 - PROGRESS: at 82.02% examples, 693556 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:19,192 : INFO : EPOCH 8 - PROGRESS: at 82.34% examples, 693452 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:20,195 : INFO : EPOCH 8 - PROGRESS: at 82.68% examples, 693314 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:21,201 : INFO : EPOCH 8 - PROGRESS: at 82.99% examples, 693166 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:22,203 : INFO : EPOCH 8 - PROGRESS: at 83.33% examples, 693017 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:23,213 : INFO : EPOCH 8 - PROGRESS: at 83.63% examples, 692897 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:24,239 : INFO : EPOCH 8 - PROGRESS: at 83.98% examples, 692754 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:25,252 : INFO : EPOCH 8 - PROGRESS: at 84.29% examples, 692646 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:26,255 : INFO : EPOCH 8 - PROGRESS: at 84.61% examples, 692473 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:27,257 : INFO : EPOCH 8 - PROGRESS: at 84.93% examples, 692358 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:28,285 : INFO : EPOCH 8 - PROGRESS: at 85.27% examples, 692233 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:29,299 : INFO : EPOCH 8 - PROGRESS: at 85.59% examples, 692123 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:30,313 : INFO : EPOCH 8 - PROGRESS: at 85.92% examples, 692011 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:31,318 : INFO : EPOCH 8 - PROGRESS: at 86.24% examples, 691879 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:32,318 : INFO : EPOCH 8 - PROGRESS: at 86.58% examples, 691730 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:33,322 : INFO : EPOCH 8 - PROGRESS: at 86.91% examples, 691573 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:34,333 : INFO : EPOCH 8 - PROGRESS: at 87.21% examples, 691427 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:35,344 : INFO : EPOCH 8 - PROGRESS: at 87.53% examples, 691356 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:03:36,348 : INFO : EPOCH 8 - PROGRESS: at 87.84% examples, 691244 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:37,366 : INFO : EPOCH 8 - PROGRESS: at 88.16% examples, 691066 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:38,375 : INFO : EPOCH 8 - PROGRESS: at 88.48% examples, 691015 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:39,396 : INFO : EPOCH 8 - PROGRESS: at 88.82% examples, 690790 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:40,405 : INFO : EPOCH 8 - PROGRESS: at 89.13% examples, 690591 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:41,408 : INFO : EPOCH 8 - PROGRESS: at 89.43% examples, 690320 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:42,417 : INFO : EPOCH 8 - PROGRESS: at 89.74% examples, 690074 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:43,429 : INFO : EPOCH 8 - PROGRESS: at 90.05% examples, 689831 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:44,440 : INFO : EPOCH 8 - PROGRESS: at 90.30% examples, 689346 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:45,447 : INFO : EPOCH 8 - PROGRESS: at 90.63% examples, 689195 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:46,454 : INFO : EPOCH 8 - PROGRESS: at 90.99% examples, 689307 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:47,472 : INFO : EPOCH 8 - PROGRESS: at 91.33% examples, 689407 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:48,478 : INFO : EPOCH 8 - PROGRESS: at 91.70% examples, 689531 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:49,478 : INFO : EPOCH 8 - PROGRESS: at 92.05% examples, 689732 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:50,481 : INFO : EPOCH 8 - PROGRESS: at 92.42% examples, 689861 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:51,489 : INFO : EPOCH 8 - PROGRESS: at 92.76% examples, 689999 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:52,510 : INFO : EPOCH 8 - PROGRESS: at 93.13% examples, 690112 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:53,517 : INFO : EPOCH 8 - PROGRESS: at 93.48% examples, 690260 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:54,518 : INFO : EPOCH 8 - PROGRESS: at 93.82% examples, 690436 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:55,526 : INFO : EPOCH 8 - PROGRESS: at 94.17% examples, 690568 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:56,528 : INFO : EPOCH 8 - PROGRESS: at 94.56% examples, 690680 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:57,529 : INFO : EPOCH 8 - PROGRESS: at 94.90% examples, 690830 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:58,542 : INFO : EPOCH 8 - PROGRESS: at 95.27% examples, 690941 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:03:59,548 : INFO : EPOCH 8 - PROGRESS: at 95.61% examples, 691134 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:00,550 : INFO : EPOCH 8 - PROGRESS: at 95.96% examples, 691258 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:01,560 : INFO : EPOCH 8 - PROGRESS: at 96.35% examples, 691399 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:02,568 : INFO : EPOCH 8 - PROGRESS: at 96.71% examples, 691556 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:03,575 : INFO : EPOCH 8 - PROGRESS: at 97.05% examples, 691729 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:04,576 : INFO : EPOCH 8 - PROGRESS: at 97.39% examples, 691837 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:05,597 : INFO : EPOCH 8 - PROGRESS: at 97.76% examples, 691959 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:06,616 : INFO : EPOCH 8 - PROGRESS: at 98.10% examples, 692102 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:07,616 : INFO : EPOCH 8 - PROGRESS: at 98.47% examples, 692232 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:08,619 : INFO : EPOCH 8 - PROGRESS: at 98.84% examples, 692349 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:09,629 : INFO : EPOCH 8 - PROGRESS: at 99.23% examples, 692439 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:10,634 : INFO : EPOCH 8 - PROGRESS: at 99.58% examples, 692605 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:11,645 : INFO : EPOCH 8 - PROGRESS: at 99.93% examples, 692702 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:11,806 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 19:04:11,815 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 19:04:11,817 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 19:04:11,823 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 19:04:11,824 : INFO : EPOCH - 8 : training on 265957053 raw words (206777680 effective words) took 298.5s, 692740 effective words/s
2020-07-24 19:04:12,832 : INFO : EPOCH 9 - PROGRESS: at 0.33% examples, 715766 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:13,852 : INFO : EPOCH 9 - PROGRESS: at 0.72% examples, 713456 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:14,855 : INFO : EPOCH 9 - PROGRESS: at 1.06% examples, 719020 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:15,859 : INFO : EPOCH 9 - PROGRESS: at 1.42% examples, 721309 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:16,861 : INFO : EPOCH 9 - PROGRESS: at 1.78% examples, 723042 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:17,873 : INFO : EPOCH 9 - PROGRESS: at 2.13% examples, 724124 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:18,888 : INFO : EPOCH 9 - PROGRESS: at 2.47% examples, 724649 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:19,889 : INFO : EPOCH 9 - PROGRESS: at 2.84% examples, 726385 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:20,899 : INFO : EPOCH 9 - PROGRESS: at 3.18% examples, 725657 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:04:21,917 : INFO : EPOCH 9 - PROGRESS: at 3.54% examples, 725716 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:22,931 : INFO : EPOCH 9 - PROGRESS: at 3.90% examples, 726147 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:04:23,942 : INFO : EPOCH 9 - PROGRESS: at 4.25% examples, 726912 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:24,943 : INFO : EPOCH 9 - PROGRESS: at 4.60% examples, 726099 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:25,946 : INFO : EPOCH 9 - PROGRESS: at 4.95% examples, 725990 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:26,950 : INFO : EPOCH 9 - PROGRESS: at 5.31% examples, 725357 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:27,952 : INFO : EPOCH 9 - PROGRESS: at 5.71% examples, 725072 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:28,953 : INFO : EPOCH 9 - PROGRESS: at 6.07% examples, 725208 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:29,955 : INFO : EPOCH 9 - PROGRESS: at 6.42% examples, 725555 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:30,957 : INFO : EPOCH 9 - PROGRESS: at 6.75% examples, 724748 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:31,965 : INFO : EPOCH 9 - PROGRESS: at 7.10% examples, 725261 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:32,968 : INFO : EPOCH 9 - PROGRESS: at 7.44% examples, 725385 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:04:33,989 : INFO : EPOCH 9 - PROGRESS: at 7.79% examples, 724989 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:34,999 : INFO : EPOCH 9 - PROGRESS: at 8.16% examples, 725745 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:35,999 : INFO : EPOCH 9 - PROGRESS: at 8.52% examples, 725717 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:37,005 : INFO : EPOCH 9 - PROGRESS: at 8.87% examples, 725920 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:38,025 : INFO : EPOCH 9 - PROGRESS: at 9.23% examples, 725774 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:39,027 : INFO : EPOCH 9 - PROGRESS: at 9.59% examples, 726159 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:40,037 : INFO : EPOCH 9 - PROGRESS: at 9.94% examples, 725745 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:41,037 : INFO : EPOCH 9 - PROGRESS: at 10.30% examples, 725955 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:42,066 : INFO : EPOCH 9 - PROGRESS: at 10.66% examples, 725878 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:43,071 : INFO : EPOCH 9 - PROGRESS: at 10.99% examples, 725766 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:44,071 : INFO : EPOCH 9 - PROGRESS: at 11.33% examples, 725980 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:45,079 : INFO : EPOCH 9 - PROGRESS: at 11.65% examples, 726037 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:46,085 : INFO : EPOCH 9 - PROGRESS: at 12.03% examples, 726051 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:04:47,088 : INFO : EPOCH 9 - PROGRESS: at 12.37% examples, 725907 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:04:48,093 : INFO : EPOCH 9 - PROGRESS: at 12.74% examples, 726037 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:49,096 : INFO : EPOCH 9 - PROGRESS: at 13.12% examples, 725820 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:50,098 : INFO : EPOCH 9 - PROGRESS: at 13.44% examples, 725979 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:04:51,101 : INFO : EPOCH 9 - PROGRESS: at 13.77% examples, 726181 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:52,111 : INFO : EPOCH 9 - PROGRESS: at 14.12% examples, 726121 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:53,114 : INFO : EPOCH 9 - PROGRESS: at 14.48% examples, 726037 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:54,119 : INFO : EPOCH 9 - PROGRESS: at 14.84% examples, 726001 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:55,124 : INFO : EPOCH 9 - PROGRESS: at 15.19% examples, 726102 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:56,128 : INFO : EPOCH 9 - PROGRESS: at 15.54% examples, 726052 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:57,131 : INFO : EPOCH 9 - PROGRESS: at 15.91% examples, 725752 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:58,143 : INFO : EPOCH 9 - PROGRESS: at 16.25% examples, 726004 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:04:59,149 : INFO : EPOCH 9 - PROGRESS: at 16.60% examples, 726028 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:00,166 : INFO : EPOCH 9 - PROGRESS: at 16.97% examples, 725967 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:01,181 : INFO : EPOCH 9 - PROGRESS: at 17.32% examples, 726244 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:02,187 : INFO : EPOCH 9 - PROGRESS: at 17.67% examples, 726475 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:05:03,199 : INFO : EPOCH 9 - PROGRESS: at 18.04% examples, 726449 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:04,204 : INFO : EPOCH 9 - PROGRESS: at 18.37% examples, 726402 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:05,217 : INFO : EPOCH 9 - PROGRESS: at 18.74% examples, 726580 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:06,228 : INFO : EPOCH 9 - PROGRESS: at 19.09% examples, 726546 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:07,230 : INFO : EPOCH 9 - PROGRESS: at 19.43% examples, 726586 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:08,230 : INFO : EPOCH 9 - PROGRESS: at 19.79% examples, 726773 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:09,231 : INFO : EPOCH 9 - PROGRESS: at 20.16% examples, 726635 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:10,236 : INFO : EPOCH 9 - PROGRESS: at 20.52% examples, 726762 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:11,237 : INFO : EPOCH 9 - PROGRESS: at 20.89% examples, 726825 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:12,246 : INFO : EPOCH 9 - PROGRESS: at 21.24% examples, 726972 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:13,251 : INFO : EPOCH 9 - PROGRESS: at 21.59% examples, 726953 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:14,261 : INFO : EPOCH 9 - PROGRESS: at 21.94% examples, 726930 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:15,261 : INFO : EPOCH 9 - PROGRESS: at 22.30% examples, 726989 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:16,267 : INFO : EPOCH 9 - PROGRESS: at 22.64% examples, 726853 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:17,272 : INFO : EPOCH 9 - PROGRESS: at 22.99% examples, 726756 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:05:18,280 : INFO : EPOCH 9 - PROGRESS: at 23.33% examples, 726749 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:19,283 : INFO : EPOCH 9 - PROGRESS: at 23.70% examples, 726783 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:05:20,283 : INFO : EPOCH 9 - PROGRESS: at 24.06% examples, 726826 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:21,290 : INFO : EPOCH 9 - PROGRESS: at 24.43% examples, 726938 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:22,295 : INFO : EPOCH 9 - PROGRESS: at 24.80% examples, 726892 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:23,300 : INFO : EPOCH 9 - PROGRESS: at 25.16% examples, 727027 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:24,311 : INFO : EPOCH 9 - PROGRESS: at 25.52% examples, 726954 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:25,322 : INFO : EPOCH 9 - PROGRESS: at 25.88% examples, 726953 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:26,336 : INFO : EPOCH 9 - PROGRESS: at 26.24% examples, 727083 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:05:27,336 : INFO : EPOCH 9 - PROGRESS: at 26.61% examples, 727103 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:28,350 : INFO : EPOCH 9 - PROGRESS: at 26.97% examples, 727051 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:29,353 : INFO : EPOCH 9 - PROGRESS: at 27.33% examples, 727184 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:30,366 : INFO : EPOCH 9 - PROGRESS: at 27.68% examples, 727195 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:31,367 : INFO : EPOCH 9 - PROGRESS: at 28.02% examples, 727259 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:05:32,385 : INFO : EPOCH 9 - PROGRESS: at 28.37% examples, 727219 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:33,389 : INFO : EPOCH 9 - PROGRESS: at 28.76% examples, 727345 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:34,390 : INFO : EPOCH 9 - PROGRESS: at 29.12% examples, 727299 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:35,403 : INFO : EPOCH 9 - PROGRESS: at 29.47% examples, 727406 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:36,404 : INFO : EPOCH 9 - PROGRESS: at 29.85% examples, 727444 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:37,405 : INFO : EPOCH 9 - PROGRESS: at 30.20% examples, 727398 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:38,412 : INFO : EPOCH 9 - PROGRESS: at 30.54% examples, 727425 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:39,418 : INFO : EPOCH 9 - PROGRESS: at 30.89% examples, 727523 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:40,422 : INFO : EPOCH 9 - PROGRESS: at 31.24% examples, 727526 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:41,430 : INFO : EPOCH 9 - PROGRESS: at 31.60% examples, 727525 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:42,436 : INFO : EPOCH 9 - PROGRESS: at 31.95% examples, 727476 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:43,451 : INFO : EPOCH 9 - PROGRESS: at 32.30% examples, 727478 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:44,458 : INFO : EPOCH 9 - PROGRESS: at 32.66% examples, 727622 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:45,469 : INFO : EPOCH 9 - PROGRESS: at 33.01% examples, 727476 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:46,472 : INFO : EPOCH 9 - PROGRESS: at 33.36% examples, 727639 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:47,473 : INFO : EPOCH 9 - PROGRESS: at 33.71% examples, 727621 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:48,483 : INFO : EPOCH 9 - PROGRESS: at 34.05% examples, 727691 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:49,485 : INFO : EPOCH 9 - PROGRESS: at 34.40% examples, 727797 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:50,489 : INFO : EPOCH 9 - PROGRESS: at 34.75% examples, 727752 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:51,499 : INFO : EPOCH 9 - PROGRESS: at 35.12% examples, 727849 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:52,500 : INFO : EPOCH 9 - PROGRESS: at 35.46% examples, 727823 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:53,508 : INFO : EPOCH 9 - PROGRESS: at 35.82% examples, 727811 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:54,509 : INFO : EPOCH 9 - PROGRESS: at 36.19% examples, 727802 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:55,510 : INFO : EPOCH 9 - PROGRESS: at 36.53% examples, 727854 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:56,511 : INFO : EPOCH 9 - PROGRESS: at 36.88% examples, 727829 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:57,520 : INFO : EPOCH 9 - PROGRESS: at 37.21% examples, 727892 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:58,534 : INFO : EPOCH 9 - PROGRESS: at 37.58% examples, 727854 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:05:59,539 : INFO : EPOCH 9 - PROGRESS: at 37.91% examples, 727951 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:00,547 : INFO : EPOCH 9 - PROGRESS: at 38.26% examples, 727852 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:01,558 : INFO : EPOCH 9 - PROGRESS: at 38.63% examples, 727880 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:02,558 : INFO : EPOCH 9 - PROGRESS: at 39.00% examples, 727822 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:03,566 : INFO : EPOCH 9 - PROGRESS: at 39.35% examples, 727959 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:04,568 : INFO : EPOCH 9 - PROGRESS: at 39.70% examples, 728024 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:05,568 : INFO : EPOCH 9 - PROGRESS: at 40.07% examples, 727960 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:06,571 : INFO : EPOCH 9 - PROGRESS: at 40.42% examples, 727985 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:07,583 : INFO : EPOCH 9 - PROGRESS: at 40.76% examples, 728008 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:08,591 : INFO : EPOCH 9 - PROGRESS: at 41.09% examples, 727954 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:09,597 : INFO : EPOCH 9 - PROGRESS: at 41.43% examples, 728062 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:10,597 : INFO : EPOCH 9 - PROGRESS: at 41.79% examples, 728050 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:11,600 : INFO : EPOCH 9 - PROGRESS: at 42.14% examples, 728066 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:12,602 : INFO : EPOCH 9 - PROGRESS: at 42.50% examples, 728014 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:13,614 : INFO : EPOCH 9 - PROGRESS: at 42.87% examples, 728062 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:14,622 : INFO : EPOCH 9 - PROGRESS: at 43.19% examples, 728079 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:15,623 : INFO : EPOCH 9 - PROGRESS: at 43.54% examples, 727983 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:16,628 : INFO : EPOCH 9 - PROGRESS: at 43.88% examples, 728035 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:17,632 : INFO : EPOCH 9 - PROGRESS: at 44.25% examples, 728087 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:18,635 : INFO : EPOCH 9 - PROGRESS: at 44.58% examples, 728067 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:19,644 : INFO : EPOCH 9 - PROGRESS: at 44.91% examples, 727896 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:20,653 : INFO : EPOCH 9 - PROGRESS: at 45.24% examples, 727703 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:21,662 : INFO : EPOCH 9 - PROGRESS: at 45.57% examples, 727425 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:22,668 : INFO : EPOCH 9 - PROGRESS: at 45.91% examples, 727205 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:23,668 : INFO : EPOCH 9 - PROGRESS: at 46.21% examples, 726788 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:24,673 : INFO : EPOCH 9 - PROGRESS: at 46.51% examples, 725696 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:25,696 : INFO : EPOCH 9 - PROGRESS: at 46.85% examples, 725238 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:26,698 : INFO : EPOCH 9 - PROGRESS: at 47.22% examples, 725301 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:27,699 : INFO : EPOCH 9 - PROGRESS: at 47.57% examples, 725362 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:28,701 : INFO : EPOCH 9 - PROGRESS: at 47.95% examples, 725358 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:29,708 : INFO : EPOCH 9 - PROGRESS: at 48.29% examples, 725389 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:30,721 : INFO : EPOCH 9 - PROGRESS: at 48.62% examples, 725340 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:31,727 : INFO : EPOCH 9 - PROGRESS: at 48.97% examples, 725427 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:32,732 : INFO : EPOCH 9 - PROGRESS: at 49.34% examples, 725420 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:33,737 : INFO : EPOCH 9 - PROGRESS: at 49.69% examples, 725509 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:34,740 : INFO : EPOCH 9 - PROGRESS: at 50.02% examples, 725525 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:06:35,752 : INFO : EPOCH 9 - PROGRESS: at 50.38% examples, 725593 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:36,769 : INFO : EPOCH 9 - PROGRESS: at 50.74% examples, 725567 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:37,771 : INFO : EPOCH 9 - PROGRESS: at 51.13% examples, 725477 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:06:38,777 : INFO : EPOCH 9 - PROGRESS: at 51.47% examples, 725484 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:39,786 : INFO : EPOCH 9 - PROGRESS: at 51.83% examples, 725463 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:40,791 : INFO : EPOCH 9 - PROGRESS: at 52.18% examples, 725523 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:41,798 : INFO : EPOCH 9 - PROGRESS: at 52.53% examples, 725547 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:42,800 : INFO : EPOCH 9 - PROGRESS: at 52.89% examples, 725586 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:43,801 : INFO : EPOCH 9 - PROGRESS: at 53.25% examples, 725631 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:44,805 : INFO : EPOCH 9 - PROGRESS: at 53.59% examples, 725667 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:45,815 : INFO : EPOCH 9 - PROGRESS: at 53.93% examples, 725660 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:46,824 : INFO : EPOCH 9 - PROGRESS: at 54.29% examples, 725599 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:47,824 : INFO : EPOCH 9 - PROGRESS: at 54.69% examples, 725621 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:48,826 : INFO : EPOCH 9 - PROGRESS: at 55.06% examples, 725596 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:49,828 : INFO : EPOCH 9 - PROGRESS: at 55.43% examples, 725561 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:50,840 : INFO : EPOCH 9 - PROGRESS: at 55.77% examples, 725592 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:51,845 : INFO : EPOCH 9 - PROGRESS: at 56.14% examples, 725576 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:52,846 : INFO : EPOCH 9 - PROGRESS: at 56.52% examples, 725569 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:53,854 : INFO : EPOCH 9 - PROGRESS: at 56.87% examples, 725605 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:54,862 : INFO : EPOCH 9 - PROGRESS: at 57.22% examples, 725627 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:55,874 : INFO : EPOCH 9 - PROGRESS: at 57.57% examples, 725672 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:56,878 : INFO : EPOCH 9 - PROGRESS: at 57.93% examples, 725636 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:57,881 : INFO : EPOCH 9 - PROGRESS: at 58.30% examples, 725737 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:58,899 : INFO : EPOCH 9 - PROGRESS: at 58.66% examples, 725759 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:06:59,909 : INFO : EPOCH 9 - PROGRESS: at 59.01% examples, 725812 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:07:00,922 : INFO : EPOCH 9 - PROGRESS: at 59.36% examples, 725827 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:01,929 : INFO : EPOCH 9 - PROGRESS: at 59.71% examples, 725868 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:02,937 : INFO : EPOCH 9 - PROGRESS: at 60.04% examples, 725948 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:03,938 : INFO : EPOCH 9 - PROGRESS: at 60.39% examples, 725925 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:04,939 : INFO : EPOCH 9 - PROGRESS: at 60.74% examples, 725911 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:05,946 : INFO : EPOCH 9 - PROGRESS: at 61.09% examples, 725911 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:06,956 : INFO : EPOCH 9 - PROGRESS: at 61.46% examples, 725943 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:07,958 : INFO : EPOCH 9 - PROGRESS: at 61.81% examples, 726023 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:08,958 : INFO : EPOCH 9 - PROGRESS: at 62.18% examples, 726024 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:09,972 : INFO : EPOCH 9 - PROGRESS: at 62.52% examples, 726032 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:10,983 : INFO : EPOCH 9 - PROGRESS: at 62.85% examples, 726069 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:11,990 : INFO : EPOCH 9 - PROGRESS: at 63.18% examples, 726191 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:12,997 : INFO : EPOCH 9 - PROGRESS: at 63.53% examples, 726194 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:14,001 : INFO : EPOCH 9 - PROGRESS: at 63.86% examples, 726219 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:15,007 : INFO : EPOCH 9 - PROGRESS: at 64.20% examples, 726290 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:16,008 : INFO : EPOCH 9 - PROGRESS: at 64.55% examples, 726356 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:17,011 : INFO : EPOCH 9 - PROGRESS: at 64.94% examples, 726293 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:18,032 : INFO : EPOCH 9 - PROGRESS: at 65.31% examples, 726257 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:19,037 : INFO : EPOCH 9 - PROGRESS: at 65.67% examples, 726284 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:20,040 : INFO : EPOCH 9 - PROGRESS: at 66.03% examples, 726258 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:21,044 : INFO : EPOCH 9 - PROGRESS: at 66.39% examples, 726293 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:22,051 : INFO : EPOCH 9 - PROGRESS: at 66.73% examples, 726277 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:23,053 : INFO : EPOCH 9 - PROGRESS: at 67.09% examples, 726279 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:24,066 : INFO : EPOCH 9 - PROGRESS: at 67.45% examples, 726277 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:25,066 : INFO : EPOCH 9 - PROGRESS: at 67.81% examples, 726332 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:26,068 : INFO : EPOCH 9 - PROGRESS: at 68.17% examples, 726307 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:27,076 : INFO : EPOCH 9 - PROGRESS: at 68.53% examples, 726246 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:28,082 : INFO : EPOCH 9 - PROGRESS: at 68.88% examples, 726271 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:29,092 : INFO : EPOCH 9 - PROGRESS: at 69.24% examples, 726199 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:30,094 : INFO : EPOCH 9 - PROGRESS: at 69.56% examples, 726277 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:31,096 : INFO : EPOCH 9 - PROGRESS: at 69.92% examples, 726296 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:32,096 : INFO : EPOCH 9 - PROGRESS: at 70.29% examples, 726302 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:33,112 : INFO : EPOCH 9 - PROGRESS: at 70.64% examples, 726292 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:34,124 : INFO : EPOCH 9 - PROGRESS: at 71.01% examples, 726295 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:35,126 : INFO : EPOCH 9 - PROGRESS: at 71.36% examples, 726338 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:36,128 : INFO : EPOCH 9 - PROGRESS: at 71.72% examples, 726304 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:07:37,131 : INFO : EPOCH 9 - PROGRESS: at 72.09% examples, 726300 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:38,136 : INFO : EPOCH 9 - PROGRESS: at 72.42% examples, 726314 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:39,141 : INFO : EPOCH 9 - PROGRESS: at 72.77% examples, 726380 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:40,144 : INFO : EPOCH 9 - PROGRESS: at 73.15% examples, 726364 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:41,149 : INFO : EPOCH 9 - PROGRESS: at 73.53% examples, 726377 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:42,151 : INFO : EPOCH 9 - PROGRESS: at 73.89% examples, 726353 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:43,160 : INFO : EPOCH 9 - PROGRESS: at 74.24% examples, 726337 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:44,162 : INFO : EPOCH 9 - PROGRESS: at 74.61% examples, 726380 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:07:45,172 : INFO : EPOCH 9 - PROGRESS: at 74.97% examples, 726356 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:46,181 : INFO : EPOCH 9 - PROGRESS: at 75.30% examples, 726411 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:47,183 : INFO : EPOCH 9 - PROGRESS: at 75.65% examples, 726401 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:48,198 : INFO : EPOCH 9 - PROGRESS: at 75.96% examples, 726453 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:49,203 : INFO : EPOCH 9 - PROGRESS: at 76.34% examples, 726503 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:50,214 : INFO : EPOCH 9 - PROGRESS: at 76.70% examples, 726479 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:51,227 : INFO : EPOCH 9 - PROGRESS: at 77.06% examples, 726483 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:52,234 : INFO : EPOCH 9 - PROGRESS: at 77.40% examples, 726493 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:53,247 : INFO : EPOCH 9 - PROGRESS: at 77.76% examples, 726483 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:54,252 : INFO : EPOCH 9 - PROGRESS: at 78.13% examples, 726530 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:55,254 : INFO : EPOCH 9 - PROGRESS: at 78.47% examples, 726542 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:56,269 : INFO : EPOCH 9 - PROGRESS: at 78.81% examples, 726576 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:07:57,271 : INFO : EPOCH 9 - PROGRESS: at 79.16% examples, 726611 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:58,271 : INFO : EPOCH 9 - PROGRESS: at 79.48% examples, 726604 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:07:59,298 : INFO : EPOCH 9 - PROGRESS: at 79.84% examples, 726584 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:00,300 : INFO : EPOCH 9 - PROGRESS: at 80.20% examples, 726624 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:01,305 : INFO : EPOCH 9 - PROGRESS: at 80.54% examples, 726628 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:02,321 : INFO : EPOCH 9 - PROGRESS: at 80.90% examples, 726627 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:03,330 : INFO : EPOCH 9 - PROGRESS: at 81.27% examples, 726608 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:04,339 : INFO : EPOCH 9 - PROGRESS: at 81.63% examples, 726683 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:05,346 : INFO : EPOCH 9 - PROGRESS: at 81.96% examples, 726715 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:06,349 : INFO : EPOCH 9 - PROGRESS: at 82.31% examples, 726734 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:07,352 : INFO : EPOCH 9 - PROGRESS: at 82.68% examples, 726732 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:08,367 : INFO : EPOCH 9 - PROGRESS: at 83.04% examples, 726679 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:09,379 : INFO : EPOCH 9 - PROGRESS: at 83.41% examples, 726740 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:10,382 : INFO : EPOCH 9 - PROGRESS: at 83.74% examples, 726705 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:11,388 : INFO : EPOCH 9 - PROGRESS: at 84.11% examples, 726708 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:12,391 : INFO : EPOCH 9 - PROGRESS: at 84.46% examples, 726702 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:13,391 : INFO : EPOCH 9 - PROGRESS: at 84.80% examples, 726717 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:14,395 : INFO : EPOCH 9 - PROGRESS: at 85.17% examples, 726701 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:15,399 : INFO : EPOCH 9 - PROGRESS: at 85.53% examples, 726751 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:16,402 : INFO : EPOCH 9 - PROGRESS: at 85.88% examples, 726757 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:17,420 : INFO : EPOCH 9 - PROGRESS: at 86.23% examples, 726751 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:18,440 : INFO : EPOCH 9 - PROGRESS: at 86.62% examples, 726728 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:19,452 : INFO : EPOCH 9 - PROGRESS: at 86.97% examples, 726714 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:20,466 : INFO : EPOCH 9 - PROGRESS: at 87.32% examples, 726703 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:21,468 : INFO : EPOCH 9 - PROGRESS: at 87.66% examples, 726714 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:22,474 : INFO : EPOCH 9 - PROGRESS: at 88.02% examples, 726694 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:23,477 : INFO : EPOCH 9 - PROGRESS: at 88.35% examples, 726698 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:24,500 : INFO : EPOCH 9 - PROGRESS: at 88.72% examples, 726648 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:25,503 : INFO : EPOCH 9 - PROGRESS: at 89.07% examples, 726680 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:26,508 : INFO : EPOCH 9 - PROGRESS: at 89.43% examples, 726639 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:27,514 : INFO : EPOCH 9 - PROGRESS: at 89.79% examples, 726628 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:28,536 : INFO : EPOCH 9 - PROGRESS: at 90.15% examples, 726645 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:29,544 : INFO : EPOCH 9 - PROGRESS: at 90.50% examples, 726657 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:30,547 : INFO : EPOCH 9 - PROGRESS: at 90.87% examples, 726703 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:31,552 : INFO : EPOCH 9 - PROGRESS: at 91.20% examples, 726683 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:32,555 : INFO : EPOCH 9 - PROGRESS: at 91.56% examples, 726630 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:33,568 : INFO : EPOCH 9 - PROGRESS: at 91.91% examples, 726617 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:34,570 : INFO : EPOCH 9 - PROGRESS: at 92.27% examples, 726620 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:35,571 : INFO : EPOCH 9 - PROGRESS: at 92.62% examples, 726639 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:08:36,573 : INFO : EPOCH 9 - PROGRESS: at 93.00% examples, 726660 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:37,573 : INFO : EPOCH 9 - PROGRESS: at 93.33% examples, 726645 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:38,587 : INFO : EPOCH 9 - PROGRESS: at 93.68% examples, 726627 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:39,594 : INFO : EPOCH 9 - PROGRESS: at 94.03% examples, 726635 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:40,594 : INFO : EPOCH 9 - PROGRESS: at 94.39% examples, 726647 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:41,603 : INFO : EPOCH 9 - PROGRESS: at 94.75% examples, 726666 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:42,603 : INFO : EPOCH 9 - PROGRESS: at 95.12% examples, 726661 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:43,621 : INFO : EPOCH 9 - PROGRESS: at 95.48% examples, 726658 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:44,627 : INFO : EPOCH 9 - PROGRESS: at 95.82% examples, 726689 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:45,632 : INFO : EPOCH 9 - PROGRESS: at 96.19% examples, 726730 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:46,638 : INFO : EPOCH 9 - PROGRESS: at 96.55% examples, 726732 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:47,643 : INFO : EPOCH 9 - PROGRESS: at 96.91% examples, 726744 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:48,664 : INFO : EPOCH 9 - PROGRESS: at 97.26% examples, 726803 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:49,671 : INFO : EPOCH 9 - PROGRESS: at 97.62% examples, 726819 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:50,677 : INFO : EPOCH 9 - PROGRESS: at 97.96% examples, 726836 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:51,685 : INFO : EPOCH 9 - PROGRESS: at 98.32% examples, 726832 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:52,687 : INFO : EPOCH 9 - PROGRESS: at 98.69% examples, 726842 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:53,693 : INFO : EPOCH 9 - PROGRESS: at 99.06% examples, 726783 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:54,702 : INFO : EPOCH 9 - PROGRESS: at 99.42% examples, 726765 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:55,715 : INFO : EPOCH 9 - PROGRESS: at 99.77% examples, 726775 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:56,295 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 19:08:56,297 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 19:08:56,306 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 19:08:56,316 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 19:08:56,317 : INFO : EPOCH - 9 : training on 265957053 raw words (206768795 effective words) took 284.5s, 726805 effective words/s
2020-07-24 19:08:57,330 : INFO : EPOCH 10 - PROGRESS: at 0.34% examples, 721294 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:58,334 : INFO : EPOCH 10 - PROGRESS: at 0.72% examples, 718208 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:08:59,346 : INFO : EPOCH 10 - PROGRESS: at 1.06% examples, 720076 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:00,355 : INFO : EPOCH 10 - PROGRESS: at 1.40% examples, 711963 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:01,360 : INFO : EPOCH 10 - PROGRESS: at 1.75% examples, 708005 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:02,363 : INFO : EPOCH 10 - PROGRESS: at 2.07% examples, 706011 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:03,388 : INFO : EPOCH 10 - PROGRESS: at 2.40% examples, 704914 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:04,392 : INFO : EPOCH 10 - PROGRESS: at 2.70% examples, 693366 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:05,395 : INFO : EPOCH 10 - PROGRESS: at 3.01% examples, 684591 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:09:06,406 : INFO : EPOCH 10 - PROGRESS: at 3.37% examples, 688589 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:07,410 : INFO : EPOCH 10 - PROGRESS: at 3.73% examples, 692881 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:08,411 : INFO : EPOCH 10 - PROGRESS: at 4.06% examples, 695538 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:09,424 : INFO : EPOCH 10 - PROGRESS: at 4.41% examples, 699427 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:10,435 : INFO : EPOCH 10 - PROGRESS: at 4.78% examples, 700722 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:11,441 : INFO : EPOCH 10 - PROGRESS: at 5.14% examples, 702720 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:09:12,445 : INFO : EPOCH 10 - PROGRESS: at 5.52% examples, 703930 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:13,461 : INFO : EPOCH 10 - PROGRESS: at 5.90% examples, 704383 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:14,472 : INFO : EPOCH 10 - PROGRESS: at 6.25% examples, 705904 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:15,476 : INFO : EPOCH 10 - PROGRESS: at 6.60% examples, 706837 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:16,480 : INFO : EPOCH 10 - PROGRESS: at 6.96% examples, 707978 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:17,487 : INFO : EPOCH 10 - PROGRESS: at 7.29% examples, 709061 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:18,496 : INFO : EPOCH 10 - PROGRESS: at 7.64% examples, 709798 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:19,498 : INFO : EPOCH 10 - PROGRESS: at 7.99% examples, 711038 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:20,506 : INFO : EPOCH 10 - PROGRESS: at 8.36% examples, 711145 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:21,510 : INFO : EPOCH 10 - PROGRESS: at 8.71% examples, 711899 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:22,520 : INFO : EPOCH 10 - PROGRESS: at 9.07% examples, 712277 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:23,523 : INFO : EPOCH 10 - PROGRESS: at 9.42% examples, 712950 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:24,531 : INFO : EPOCH 10 - PROGRESS: at 9.78% examples, 713334 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:25,545 : INFO : EPOCH 10 - PROGRESS: at 10.14% examples, 713776 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:26,551 : INFO : EPOCH 10 - PROGRESS: at 10.50% examples, 714675 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:27,554 : INFO : EPOCH 10 - PROGRESS: at 10.84% examples, 715088 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:28,555 : INFO : EPOCH 10 - PROGRESS: at 11.18% examples, 715616 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:29,557 : INFO : EPOCH 10 - PROGRESS: at 11.50% examples, 716358 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:30,560 : INFO : EPOCH 10 - PROGRESS: at 11.85% examples, 716626 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:31,565 : INFO : EPOCH 10 - PROGRESS: at 12.21% examples, 717124 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:32,571 : INFO : EPOCH 10 - PROGRESS: at 12.57% examples, 717279 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:33,587 : INFO : EPOCH 10 - PROGRESS: at 12.97% examples, 717270 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:34,591 : INFO : EPOCH 10 - PROGRESS: at 13.29% examples, 717525 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:35,598 : INFO : EPOCH 10 - PROGRESS: at 13.62% examples, 717770 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:36,601 : INFO : EPOCH 10 - PROGRESS: at 13.96% examples, 718161 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:37,614 : INFO : EPOCH 10 - PROGRESS: at 14.33% examples, 718436 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:38,614 : INFO : EPOCH 10 - PROGRESS: at 14.67% examples, 718746 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:09:39,614 : INFO : EPOCH 10 - PROGRESS: at 15.04% examples, 718868 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:40,616 : INFO : EPOCH 10 - PROGRESS: at 15.39% examples, 718815 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:41,624 : INFO : EPOCH 10 - PROGRESS: at 15.76% examples, 719058 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:42,628 : INFO : EPOCH 10 - PROGRESS: at 16.08% examples, 719566 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:43,629 : INFO : EPOCH 10 - PROGRESS: at 16.45% examples, 719766 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:44,631 : INFO : EPOCH 10 - PROGRESS: at 16.81% examples, 720035 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:45,632 : INFO : EPOCH 10 - PROGRESS: at 17.17% examples, 719863 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:46,633 : INFO : EPOCH 10 - PROGRESS: at 17.51% examples, 720332 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:47,635 : INFO : EPOCH 10 - PROGRESS: at 17.87% examples, 720791 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:48,639 : INFO : EPOCH 10 - PROGRESS: at 18.20% examples, 720850 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:49,650 : INFO : EPOCH 10 - PROGRESS: at 18.56% examples, 720867 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:50,665 : INFO : EPOCH 10 - PROGRESS: at 18.93% examples, 720836 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:51,671 : INFO : EPOCH 10 - PROGRESS: at 19.27% examples, 721173 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:52,677 : INFO : EPOCH 10 - PROGRESS: at 19.63% examples, 721201 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:53,679 : INFO : EPOCH 10 - PROGRESS: at 19.98% examples, 721119 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:54,679 : INFO : EPOCH 10 - PROGRESS: at 20.35% examples, 721323 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:55,690 : INFO : EPOCH 10 - PROGRESS: at 20.73% examples, 721380 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:56,695 : INFO : EPOCH 10 - PROGRESS: at 21.07% examples, 721639 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:57,700 : INFO : EPOCH 10 - PROGRESS: at 21.42% examples, 721727 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:58,704 : INFO : EPOCH 10 - PROGRESS: at 21.76% examples, 722011 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:09:59,707 : INFO : EPOCH 10 - PROGRESS: at 22.11% examples, 721861 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:10:00,715 : INFO : EPOCH 10 - PROGRESS: at 22.47% examples, 721880 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:01,728 : INFO : EPOCH 10 - PROGRESS: at 22.82% examples, 721964 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:02,735 : INFO : EPOCH 10 - PROGRESS: at 23.17% examples, 722110 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:03,737 : INFO : EPOCH 10 - PROGRESS: at 23.52% examples, 722155 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:04,749 : INFO : EPOCH 10 - PROGRESS: at 23.89% examples, 722241 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:05,763 : INFO : EPOCH 10 - PROGRESS: at 24.27% examples, 722398 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:06,771 : INFO : EPOCH 10 - PROGRESS: at 24.64% examples, 722539 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:07,776 : INFO : EPOCH 10 - PROGRESS: at 24.99% examples, 722548 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:08,787 : INFO : EPOCH 10 - PROGRESS: at 25.35% examples, 722687 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:10:09,793 : INFO : EPOCH 10 - PROGRESS: at 25.73% examples, 722702 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:10,795 : INFO : EPOCH 10 - PROGRESS: at 26.07% examples, 722842 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:11,801 : INFO : EPOCH 10 - PROGRESS: at 26.43% examples, 722921 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:12,803 : INFO : EPOCH 10 - PROGRESS: at 26.80% examples, 722973 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:13,811 : INFO : EPOCH 10 - PROGRESS: at 27.18% examples, 722900 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:14,818 : INFO : EPOCH 10 - PROGRESS: at 27.51% examples, 723096 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:15,822 : INFO : EPOCH 10 - PROGRESS: at 27.87% examples, 723274 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:10:16,834 : INFO : EPOCH 10 - PROGRESS: at 28.20% examples, 723345 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:17,838 : INFO : EPOCH 10 - PROGRESS: at 28.58% examples, 723406 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:18,862 : INFO : EPOCH 10 - PROGRESS: at 28.94% examples, 723324 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:19,870 : INFO : EPOCH 10 - PROGRESS: at 29.31% examples, 723474 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:20,872 : INFO : EPOCH 10 - PROGRESS: at 29.67% examples, 723488 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:21,873 : INFO : EPOCH 10 - PROGRESS: at 30.04% examples, 723570 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:22,884 : INFO : EPOCH 10 - PROGRESS: at 30.39% examples, 723634 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:23,886 : INFO : EPOCH 10 - PROGRESS: at 30.71% examples, 723472 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:10:24,894 : INFO : EPOCH 10 - PROGRESS: at 31.06% examples, 723655 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:25,899 : INFO : EPOCH 10 - PROGRESS: at 31.42% examples, 723690 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:26,914 : INFO : EPOCH 10 - PROGRESS: at 31.78% examples, 723661 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:10:27,915 : INFO : EPOCH 10 - PROGRESS: at 32.12% examples, 723759 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:28,918 : INFO : EPOCH 10 - PROGRESS: at 32.49% examples, 723909 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:29,921 : INFO : EPOCH 10 - PROGRESS: at 32.83% examples, 723870 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:30,933 : INFO : EPOCH 10 - PROGRESS: at 33.17% examples, 723896 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:31,946 : INFO : EPOCH 10 - PROGRESS: at 33.55% examples, 723904 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:32,947 : INFO : EPOCH 10 - PROGRESS: at 33.88% examples, 724142 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:33,959 : INFO : EPOCH 10 - PROGRESS: at 34.21% examples, 724291 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:34,971 : INFO : EPOCH 10 - PROGRESS: at 34.57% examples, 724220 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:35,978 : INFO : EPOCH 10 - PROGRESS: at 34.94% examples, 724345 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:36,983 : INFO : EPOCH 10 - PROGRESS: at 35.30% examples, 724418 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:37,985 : INFO : EPOCH 10 - PROGRESS: at 35.66% examples, 724473 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:39,003 : INFO : EPOCH 10 - PROGRESS: at 36.02% examples, 724500 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:40,010 : INFO : EPOCH 10 - PROGRESS: at 36.38% examples, 724425 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:10:41,018 : INFO : EPOCH 10 - PROGRESS: at 36.72% examples, 724603 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:42,021 : INFO : EPOCH 10 - PROGRESS: at 37.07% examples, 724730 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:43,026 : INFO : EPOCH 10 - PROGRESS: at 37.41% examples, 724838 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:44,049 : INFO : EPOCH 10 - PROGRESS: at 37.76% examples, 724852 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:45,062 : INFO : EPOCH 10 - PROGRESS: at 38.11% examples, 724932 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:46,068 : INFO : EPOCH 10 - PROGRESS: at 38.47% examples, 724903 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:47,076 : INFO : EPOCH 10 - PROGRESS: at 38.83% examples, 724876 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:48,091 : INFO : EPOCH 10 - PROGRESS: at 39.20% examples, 724914 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:49,099 : INFO : EPOCH 10 - PROGRESS: at 39.55% examples, 724933 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:50,119 : INFO : EPOCH 10 - PROGRESS: at 39.91% examples, 724998 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:51,123 : INFO : EPOCH 10 - PROGRESS: at 40.27% examples, 724997 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:52,144 : INFO : EPOCH 10 - PROGRESS: at 40.62% examples, 725047 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:53,146 : INFO : EPOCH 10 - PROGRESS: at 40.96% examples, 725143 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:54,151 : INFO : EPOCH 10 - PROGRESS: at 41.29% examples, 725164 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:55,153 : INFO : EPOCH 10 - PROGRESS: at 41.64% examples, 725161 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:10:56,157 : INFO : EPOCH 10 - PROGRESS: at 42.01% examples, 725217 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:57,176 : INFO : EPOCH 10 - PROGRESS: at 42.36% examples, 725158 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:58,189 : INFO : EPOCH 10 - PROGRESS: at 42.74% examples, 725169 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:10:59,203 : INFO : EPOCH 10 - PROGRESS: at 43.08% examples, 725297 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:11:00,211 : INFO : EPOCH 10 - PROGRESS: at 43.41% examples, 725193 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:01,214 : INFO : EPOCH 10 - PROGRESS: at 43.75% examples, 725300 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:11:02,219 : INFO : EPOCH 10 - PROGRESS: at 44.12% examples, 725339 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:03,224 : INFO : EPOCH 10 - PROGRESS: at 44.47% examples, 725385 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:04,233 : INFO : EPOCH 10 - PROGRESS: at 44.80% examples, 725404 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:05,247 : INFO : EPOCH 10 - PROGRESS: at 45.14% examples, 725443 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:06,259 : INFO : EPOCH 10 - PROGRESS: at 45.50% examples, 725438 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:07,271 : INFO : EPOCH 10 - PROGRESS: at 45.83% examples, 725528 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:11:08,272 : INFO : EPOCH 10 - PROGRESS: at 46.18% examples, 725621 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:09,281 : INFO : EPOCH 10 - PROGRESS: at 46.54% examples, 725582 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:10,286 : INFO : EPOCH 10 - PROGRESS: at 46.90% examples, 725533 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:11:11,288 : INFO : EPOCH 10 - PROGRESS: at 47.27% examples, 725535 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:12,294 : INFO : EPOCH 10 - PROGRESS: at 47.63% examples, 725687 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:13,298 : INFO : EPOCH 10 - PROGRESS: at 48.00% examples, 725636 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:14,305 : INFO : EPOCH 10 - PROGRESS: at 48.35% examples, 725677 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:15,312 : INFO : EPOCH 10 - PROGRESS: at 48.69% examples, 725713 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:16,313 : INFO : EPOCH 10 - PROGRESS: at 49.03% examples, 725761 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:17,317 : INFO : EPOCH 10 - PROGRESS: at 49.40% examples, 725683 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:18,324 : INFO : EPOCH 10 - PROGRESS: at 49.73% examples, 725747 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:19,338 : INFO : EPOCH 10 - PROGRESS: at 50.08% examples, 725805 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:20,348 : INFO : EPOCH 10 - PROGRESS: at 50.42% examples, 725844 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:21,354 : INFO : EPOCH 10 - PROGRESS: at 50.80% examples, 725876 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:22,356 : INFO : EPOCH 10 - PROGRESS: at 51.19% examples, 725848 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:23,364 : INFO : EPOCH 10 - PROGRESS: at 51.54% examples, 725818 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:24,366 : INFO : EPOCH 10 - PROGRESS: at 51.88% examples, 725814 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:25,377 : INFO : EPOCH 10 - PROGRESS: at 52.23% examples, 725755 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:26,389 : INFO : EPOCH 10 - PROGRESS: at 52.59% examples, 725872 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:27,397 : INFO : EPOCH 10 - PROGRESS: at 52.95% examples, 725848 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:28,402 : INFO : EPOCH 10 - PROGRESS: at 53.30% examples, 725904 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:29,403 : INFO : EPOCH 10 - PROGRESS: at 53.64% examples, 725942 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:30,404 : INFO : EPOCH 10 - PROGRESS: at 54.00% examples, 725961 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:31,413 : INFO : EPOCH 10 - PROGRESS: at 54.38% examples, 725963 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:32,421 : INFO : EPOCH 10 - PROGRESS: at 54.74% examples, 725971 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:33,424 : INFO : EPOCH 10 - PROGRESS: at 55.12% examples, 725926 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:34,435 : INFO : EPOCH 10 - PROGRESS: at 55.48% examples, 725942 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:35,444 : INFO : EPOCH 10 - PROGRESS: at 55.84% examples, 725984 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:36,446 : INFO : EPOCH 10 - PROGRESS: at 56.22% examples, 726023 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:37,447 : INFO : EPOCH 10 - PROGRESS: at 56.58% examples, 725989 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:38,457 : INFO : EPOCH 10 - PROGRESS: at 56.93% examples, 726027 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:39,465 : INFO : EPOCH 10 - PROGRESS: at 57.28% examples, 725959 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:40,471 : INFO : EPOCH 10 - PROGRESS: at 57.62% examples, 725762 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:41,473 : INFO : EPOCH 10 - PROGRESS: at 57.97% examples, 725713 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:42,476 : INFO : EPOCH 10 - PROGRESS: at 58.31% examples, 725542 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:43,489 : INFO : EPOCH 10 - PROGRESS: at 58.66% examples, 725349 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:44,496 : INFO : EPOCH 10 - PROGRESS: at 58.94% examples, 724657 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:45,511 : INFO : EPOCH 10 - PROGRESS: at 59.25% examples, 723935 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:46,514 : INFO : EPOCH 10 - PROGRESS: at 59.60% examples, 724030 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:47,530 : INFO : EPOCH 10 - PROGRESS: at 59.92% examples, 724050 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:48,530 : INFO : EPOCH 10 - PROGRESS: at 60.26% examples, 724127 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:11:49,539 : INFO : EPOCH 10 - PROGRESS: at 60.63% examples, 724100 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:50,551 : INFO : EPOCH 10 - PROGRESS: at 60.98% examples, 724163 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:51,562 : INFO : EPOCH 10 - PROGRESS: at 61.35% examples, 724146 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:52,565 : INFO : EPOCH 10 - PROGRESS: at 61.71% examples, 724194 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:53,565 : INFO : EPOCH 10 - PROGRESS: at 62.04% examples, 724236 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:11:54,567 : INFO : EPOCH 10 - PROGRESS: at 62.40% examples, 724263 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:55,570 : INFO : EPOCH 10 - PROGRESS: at 62.74% examples, 724270 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:56,585 : INFO : EPOCH 10 - PROGRESS: at 63.07% examples, 724312 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:57,596 : INFO : EPOCH 10 - PROGRESS: at 63.40% examples, 724359 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:58,605 : INFO : EPOCH 10 - PROGRESS: at 63.76% examples, 724422 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:11:59,624 : INFO : EPOCH 10 - PROGRESS: at 64.08% examples, 724475 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:00,634 : INFO : EPOCH 10 - PROGRESS: at 64.44% examples, 724498 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:01,645 : INFO : EPOCH 10 - PROGRESS: at 64.82% examples, 724556 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:02,647 : INFO : EPOCH 10 - PROGRESS: at 65.21% examples, 724624 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:03,656 : INFO : EPOCH 10 - PROGRESS: at 65.56% examples, 724636 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:04,669 : INFO : EPOCH 10 - PROGRESS: at 65.92% examples, 724589 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:05,674 : INFO : EPOCH 10 - PROGRESS: at 66.28% examples, 724644 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:06,676 : INFO : EPOCH 10 - PROGRESS: at 66.63% examples, 724685 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:07,680 : INFO : EPOCH 10 - PROGRESS: at 66.99% examples, 724742 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:08,689 : INFO : EPOCH 10 - PROGRESS: at 67.36% examples, 724732 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:09,709 : INFO : EPOCH 10 - PROGRESS: at 67.72% examples, 724754 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:10,716 : INFO : EPOCH 10 - PROGRESS: at 68.08% examples, 724814 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:11,720 : INFO : EPOCH 10 - PROGRESS: at 68.45% examples, 724761 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:12,722 : INFO : EPOCH 10 - PROGRESS: at 68.79% examples, 724749 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:13,728 : INFO : EPOCH 10 - PROGRESS: at 69.15% examples, 724836 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:14,731 : INFO : EPOCH 10 - PROGRESS: at 69.50% examples, 724811 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:12:15,739 : INFO : EPOCH 10 - PROGRESS: at 69.83% examples, 724886 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:16,741 : INFO : EPOCH 10 - PROGRESS: at 70.20% examples, 724869 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:17,749 : INFO : EPOCH 10 - PROGRESS: at 70.55% examples, 724918 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:18,753 : INFO : EPOCH 10 - PROGRESS: at 70.91% examples, 724928 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:19,756 : INFO : EPOCH 10 - PROGRESS: at 71.28% examples, 724969 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:20,769 : INFO : EPOCH 10 - PROGRESS: at 71.64% examples, 724974 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:21,770 : INFO : EPOCH 10 - PROGRESS: at 72.00% examples, 724968 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:22,783 : INFO : EPOCH 10 - PROGRESS: at 72.35% examples, 724994 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:23,788 : INFO : EPOCH 10 - PROGRESS: at 72.70% examples, 725047 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:24,801 : INFO : EPOCH 10 - PROGRESS: at 73.07% examples, 725042 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:25,817 : INFO : EPOCH 10 - PROGRESS: at 73.46% examples, 725026 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:26,826 : INFO : EPOCH 10 - PROGRESS: at 73.81% examples, 725083 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:27,837 : INFO : EPOCH 10 - PROGRESS: at 74.17% examples, 725040 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:28,838 : INFO : EPOCH 10 - PROGRESS: at 74.54% examples, 724991 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:29,854 : INFO : EPOCH 10 - PROGRESS: at 74.90% examples, 725049 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:30,860 : INFO : EPOCH 10 - PROGRESS: at 75.23% examples, 725081 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:31,865 : INFO : EPOCH 10 - PROGRESS: at 75.58% examples, 725085 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:32,872 : INFO : EPOCH 10 - PROGRESS: at 75.88% examples, 725087 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:33,875 : INFO : EPOCH 10 - PROGRESS: at 76.25% examples, 725087 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:34,875 : INFO : EPOCH 10 - PROGRESS: at 76.61% examples, 725119 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:35,882 : INFO : EPOCH 10 - PROGRESS: at 76.96% examples, 725159 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:36,912 : INFO : EPOCH 10 - PROGRESS: at 77.31% examples, 725118 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:37,914 : INFO : EPOCH 10 - PROGRESS: at 77.68% examples, 725166 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:38,926 : INFO : EPOCH 10 - PROGRESS: at 78.05% examples, 725185 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:39,927 : INFO : EPOCH 10 - PROGRESS: at 78.40% examples, 725235 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:12:40,930 : INFO : EPOCH 10 - PROGRESS: at 78.73% examples, 725240 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:41,934 : INFO : EPOCH 10 - PROGRESS: at 79.07% examples, 725298 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:42,940 : INFO : EPOCH 10 - PROGRESS: at 79.41% examples, 725313 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:43,941 : INFO : EPOCH 10 - PROGRESS: at 79.76% examples, 725326 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:44,941 : INFO : EPOCH 10 - PROGRESS: at 80.11% examples, 725317 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:45,942 : INFO : EPOCH 10 - PROGRESS: at 80.45% examples, 725346 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:46,949 : INFO : EPOCH 10 - PROGRESS: at 80.80% examples, 725361 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:47,957 : INFO : EPOCH 10 - PROGRESS: at 81.17% examples, 725376 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:48,961 : INFO : EPOCH 10 - PROGRESS: at 81.52% examples, 725376 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:49,966 : INFO : EPOCH 10 - PROGRESS: at 81.87% examples, 725448 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:50,974 : INFO : EPOCH 10 - PROGRESS: at 82.22% examples, 725455 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:51,988 : INFO : EPOCH 10 - PROGRESS: at 82.60% examples, 725448 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:52,989 : INFO : EPOCH 10 - PROGRESS: at 82.95% examples, 725511 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:53,995 : INFO : EPOCH 10 - PROGRESS: at 83.31% examples, 725520 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:55,002 : INFO : EPOCH 10 - PROGRESS: at 83.65% examples, 725566 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:56,007 : INFO : EPOCH 10 - PROGRESS: at 84.03% examples, 725552 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:57,009 : INFO : EPOCH 10 - PROGRESS: at 84.37% examples, 725591 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:58,010 : INFO : EPOCH 10 - PROGRESS: at 84.70% examples, 725573 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:12:59,015 : INFO : EPOCH 10 - PROGRESS: at 85.08% examples, 725588 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:13:00,017 : INFO : EPOCH 10 - PROGRESS: at 85.44% examples, 725657 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:13:01,028 : INFO : EPOCH 10 - PROGRESS: at 85.80% examples, 725646 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:13:02,030 : INFO : EPOCH 10 - PROGRESS: at 86.15% examples, 725647 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:03,043 : INFO : EPOCH 10 - PROGRESS: at 86.52% examples, 725666 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:04,057 : INFO : EPOCH 10 - PROGRESS: at 86.89% examples, 725669 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:05,060 : INFO : EPOCH 10 - PROGRESS: at 87.24% examples, 725666 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:06,061 : INFO : EPOCH 10 - PROGRESS: at 87.57% examples, 725685 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:07,067 : INFO : EPOCH 10 - PROGRESS: at 87.93% examples, 725696 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:08,068 : INFO : EPOCH 10 - PROGRESS: at 88.25% examples, 725701 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:09,068 : INFO : EPOCH 10 - PROGRESS: at 88.62% examples, 725742 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:10,090 : INFO : EPOCH 10 - PROGRESS: at 88.99% examples, 725736 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:11,098 : INFO : EPOCH 10 - PROGRESS: at 89.35% examples, 725751 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:12,099 : INFO : EPOCH 10 - PROGRESS: at 89.72% examples, 725758 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:13,104 : INFO : EPOCH 10 - PROGRESS: at 90.07% examples, 725783 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:14,112 : INFO : EPOCH 10 - PROGRESS: at 90.42% examples, 725773 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:13:15,112 : INFO : EPOCH 10 - PROGRESS: at 90.77% examples, 725794 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:13:16,113 : INFO : EPOCH 10 - PROGRESS: at 91.12% examples, 725801 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:17,123 : INFO : EPOCH 10 - PROGRESS: at 91.49% examples, 725782 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:18,128 : INFO : EPOCH 10 - PROGRESS: at 91.84% examples, 725781 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:19,135 : INFO : EPOCH 10 - PROGRESS: at 92.19% examples, 725811 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:20,141 : INFO : EPOCH 10 - PROGRESS: at 92.56% examples, 725813 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:21,151 : INFO : EPOCH 10 - PROGRESS: at 92.91% examples, 725825 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:22,164 : INFO : EPOCH 10 - PROGRESS: at 93.27% examples, 725808 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:23,172 : INFO : EPOCH 10 - PROGRESS: at 93.62% examples, 725812 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:24,179 : INFO : EPOCH 10 - PROGRESS: at 93.96% examples, 725830 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:25,189 : INFO : EPOCH 10 - PROGRESS: at 94.32% examples, 725809 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:26,190 : INFO : EPOCH 10 - PROGRESS: at 94.68% examples, 725835 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:13:27,193 : INFO : EPOCH 10 - PROGRESS: at 95.03% examples, 725851 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:28,194 : INFO : EPOCH 10 - PROGRESS: at 95.39% examples, 725850 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:29,205 : INFO : EPOCH 10 - PROGRESS: at 95.75% examples, 725862 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:30,207 : INFO : EPOCH 10 - PROGRESS: at 96.11% examples, 725889 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:13:31,215 : INFO : EPOCH 10 - PROGRESS: at 96.47% examples, 725884 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:13:32,221 : INFO : EPOCH 10 - PROGRESS: at 96.84% examples, 725909 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:33,222 : INFO : EPOCH 10 - PROGRESS: at 97.17% examples, 725917 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:13:34,232 : INFO : EPOCH 10 - PROGRESS: at 97.51% examples, 725955 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:35,245 : INFO : EPOCH 10 - PROGRESS: at 97.86% examples, 725932 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:36,247 : INFO : EPOCH 10 - PROGRESS: at 98.22% examples, 725955 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:37,256 : INFO : EPOCH 10 - PROGRESS: at 98.59% examples, 725959 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:38,263 : INFO : EPOCH 10 - PROGRESS: at 98.96% examples, 725932 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:13:39,270 : INFO : EPOCH 10 - PROGRESS: at 99.33% examples, 725905 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:40,279 : INFO : EPOCH 10 - PROGRESS: at 99.69% examples, 725932 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:41,132 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 19:13:41,137 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 19:13:41,143 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 19:13:41,147 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 19:13:41,148 : INFO : EPOCH - 10 : training on 265957053 raw words (206771043 effective words) took 284.8s, 725960 effective words/s
2020-07-24 19:13:42,156 : INFO : EPOCH 11 - PROGRESS: at 0.33% examples, 711384 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:43,157 : INFO : EPOCH 11 - PROGRESS: at 0.72% examples, 716174 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:44,169 : INFO : EPOCH 11 - PROGRESS: at 1.05% examples, 714542 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:45,170 : INFO : EPOCH 11 - PROGRESS: at 1.40% examples, 714770 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:46,179 : INFO : EPOCH 11 - PROGRESS: at 1.76% examples, 715386 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:47,187 : INFO : EPOCH 11 - PROGRESS: at 2.10% examples, 716189 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:13:48,205 : INFO : EPOCH 11 - PROGRESS: at 2.45% examples, 718550 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:49,219 : INFO : EPOCH 11 - PROGRESS: at 2.80% examples, 719357 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:50,239 : INFO : EPOCH 11 - PROGRESS: at 3.16% examples, 719720 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:13:51,253 : INFO : EPOCH 11 - PROGRESS: at 3.51% examples, 720340 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:13:52,259 : INFO : EPOCH 11 - PROGRESS: at 3.88% examples, 720646 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:53,275 : INFO : EPOCH 11 - PROGRESS: at 4.23% examples, 720408 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:54,283 : INFO : EPOCH 11 - PROGRESS: at 4.57% examples, 721016 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:55,286 : INFO : EPOCH 11 - PROGRESS: at 4.92% examples, 720709 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:56,295 : INFO : EPOCH 11 - PROGRESS: at 5.28% examples, 720455 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:57,311 : INFO : EPOCH 11 - PROGRESS: at 5.67% examples, 719752 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:58,318 : INFO : EPOCH 11 - PROGRESS: at 6.04% examples, 720014 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:13:59,329 : INFO : EPOCH 11 - PROGRESS: at 6.38% examples, 719712 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:00,335 : INFO : EPOCH 11 - PROGRESS: at 6.72% examples, 720041 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:01,339 : INFO : EPOCH 11 - PROGRESS: at 7.08% examples, 720329 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:02,355 : INFO : EPOCH 11 - PROGRESS: at 7.41% examples, 720577 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:03,356 : INFO : EPOCH 11 - PROGRESS: at 7.77% examples, 720401 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:04,367 : INFO : EPOCH 11 - PROGRESS: at 8.12% examples, 721166 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:05,372 : INFO : EPOCH 11 - PROGRESS: at 8.48% examples, 720759 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:06,380 : INFO : EPOCH 11 - PROGRESS: at 8.83% examples, 720824 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:07,384 : INFO : EPOCH 11 - PROGRESS: at 9.19% examples, 721377 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:08,395 : INFO : EPOCH 11 - PROGRESS: at 9.54% examples, 721081 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:09,411 : INFO : EPOCH 11 - PROGRESS: at 9.88% examples, 720743 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:10,411 : INFO : EPOCH 11 - PROGRESS: at 10.25% examples, 720895 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:14:11,427 : INFO : EPOCH 11 - PROGRESS: at 10.60% examples, 720882 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:12,435 : INFO : EPOCH 11 - PROGRESS: at 10.94% examples, 720768 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:13,451 : INFO : EPOCH 11 - PROGRESS: at 11.27% examples, 721143 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:14,461 : INFO : EPOCH 11 - PROGRESS: at 11.61% examples, 721354 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:15,463 : INFO : EPOCH 11 - PROGRESS: at 11.96% examples, 721336 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:16,465 : INFO : EPOCH 11 - PROGRESS: at 12.30% examples, 721369 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:14:17,479 : INFO : EPOCH 11 - PROGRESS: at 12.67% examples, 721021 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:18,485 : INFO : EPOCH 11 - PROGRESS: at 13.06% examples, 720968 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:19,504 : INFO : EPOCH 11 - PROGRESS: at 13.38% examples, 721270 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:20,514 : INFO : EPOCH 11 - PROGRESS: at 13.71% examples, 720562 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:21,518 : INFO : EPOCH 11 - PROGRESS: at 14.03% examples, 719748 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:22,524 : INFO : EPOCH 11 - PROGRESS: at 14.37% examples, 719074 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:23,532 : INFO : EPOCH 11 - PROGRESS: at 14.70% examples, 718203 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:24,533 : INFO : EPOCH 11 - PROGRESS: at 15.00% examples, 715483 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:25,534 : INFO : EPOCH 11 - PROGRESS: at 15.30% examples, 713001 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:14:26,544 : INFO : EPOCH 11 - PROGRESS: at 15.65% examples, 713174 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:14:27,554 : INFO : EPOCH 11 - PROGRESS: at 15.99% examples, 713556 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:28,559 : INFO : EPOCH 11 - PROGRESS: at 16.35% examples, 713790 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:29,562 : INFO : EPOCH 11 - PROGRESS: at 16.70% examples, 713912 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:30,565 : INFO : EPOCH 11 - PROGRESS: at 17.06% examples, 714028 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:14:31,567 : INFO : EPOCH 11 - PROGRESS: at 17.40% examples, 714438 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:32,578 : INFO : EPOCH 11 - PROGRESS: at 17.76% examples, 714735 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:33,579 : INFO : EPOCH 11 - PROGRESS: at 18.11% examples, 715163 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:34,580 : INFO : EPOCH 11 - PROGRESS: at 18.45% examples, 715078 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:35,592 : INFO : EPOCH 11 - PROGRESS: at 18.81% examples, 715305 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:36,603 : INFO : EPOCH 11 - PROGRESS: at 19.17% examples, 715574 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:37,612 : INFO : EPOCH 11 - PROGRESS: at 19.50% examples, 715886 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:38,612 : INFO : EPOCH 11 - PROGRESS: at 19.87% examples, 715956 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:39,620 : INFO : EPOCH 11 - PROGRESS: at 20.24% examples, 715954 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:40,635 : INFO : EPOCH 11 - PROGRESS: at 20.60% examples, 716041 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:41,637 : INFO : EPOCH 11 - PROGRESS: at 20.95% examples, 716206 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:42,655 : INFO : EPOCH 11 - PROGRESS: at 21.31% examples, 716450 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:43,660 : INFO : EPOCH 11 - PROGRESS: at 21.65% examples, 716706 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:44,663 : INFO : EPOCH 11 - PROGRESS: at 22.01% examples, 716829 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:45,663 : INFO : EPOCH 11 - PROGRESS: at 22.35% examples, 716815 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:46,673 : INFO : EPOCH 11 - PROGRESS: at 22.70% examples, 717038 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:47,680 : INFO : EPOCH 11 - PROGRESS: at 23.05% examples, 716989 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:48,683 : INFO : EPOCH 11 - PROGRESS: at 23.40% examples, 717128 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:49,686 : INFO : EPOCH 11 - PROGRESS: at 23.76% examples, 717241 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:50,699 : INFO : EPOCH 11 - PROGRESS: at 24.14% examples, 717322 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:51,703 : INFO : EPOCH 11 - PROGRESS: at 24.49% examples, 717409 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:52,711 : INFO : EPOCH 11 - PROGRESS: at 24.86% examples, 717467 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:53,732 : INFO : EPOCH 11 - PROGRESS: at 25.20% examples, 717506 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:14:54,733 : INFO : EPOCH 11 - PROGRESS: at 25.57% examples, 717617 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:55,733 : INFO : EPOCH 11 - PROGRESS: at 25.92% examples, 717721 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:56,765 : INFO : EPOCH 11 - PROGRESS: at 26.28% examples, 717795 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:57,771 : INFO : EPOCH 11 - PROGRESS: at 26.67% examples, 717898 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:58,793 : INFO : EPOCH 11 - PROGRESS: at 27.03% examples, 717835 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:14:59,814 : INFO : EPOCH 11 - PROGRESS: at 27.38% examples, 718010 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:00,823 : INFO : EPOCH 11 - PROGRESS: at 27.73% examples, 718133 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:01,832 : INFO : EPOCH 11 - PROGRESS: at 28.06% examples, 718309 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:02,856 : INFO : EPOCH 11 - PROGRESS: at 28.42% examples, 718404 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:03,860 : INFO : EPOCH 11 - PROGRESS: at 28.81% examples, 718450 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:04,868 : INFO : EPOCH 11 - PROGRESS: at 29.17% examples, 718505 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:05,870 : INFO : EPOCH 11 - PROGRESS: at 29.51% examples, 718618 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:06,874 : INFO : EPOCH 11 - PROGRESS: at 29.89% examples, 718654 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:07,878 : INFO : EPOCH 11 - PROGRESS: at 30.24% examples, 718658 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:15:08,882 : INFO : EPOCH 11 - PROGRESS: at 30.58% examples, 718872 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:09,887 : INFO : EPOCH 11 - PROGRESS: at 30.92% examples, 718969 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:10,901 : INFO : EPOCH 11 - PROGRESS: at 31.28% examples, 719000 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:11,901 : INFO : EPOCH 11 - PROGRESS: at 31.64% examples, 719076 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:12,917 : INFO : EPOCH 11 - PROGRESS: at 31.98% examples, 719124 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:13,923 : INFO : EPOCH 11 - PROGRESS: at 32.34% examples, 719137 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:14,935 : INFO : EPOCH 11 - PROGRESS: at 32.69% examples, 719209 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:15,938 : INFO : EPOCH 11 - PROGRESS: at 33.04% examples, 719306 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:16,939 : INFO : EPOCH 11 - PROGRESS: at 33.38% examples, 719380 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:17,953 : INFO : EPOCH 11 - PROGRESS: at 33.73% examples, 719475 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:18,966 : INFO : EPOCH 11 - PROGRESS: at 34.07% examples, 719565 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:15:19,973 : INFO : EPOCH 11 - PROGRESS: at 34.40% examples, 719483 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:20,980 : INFO : EPOCH 11 - PROGRESS: at 34.76% examples, 719572 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:21,981 : INFO : EPOCH 11 - PROGRESS: at 35.13% examples, 719674 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:22,999 : INFO : EPOCH 11 - PROGRESS: at 35.47% examples, 719617 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:15:24,010 : INFO : EPOCH 11 - PROGRESS: at 35.83% examples, 719724 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:25,012 : INFO : EPOCH 11 - PROGRESS: at 36.20% examples, 719779 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:26,018 : INFO : EPOCH 11 - PROGRESS: at 36.55% examples, 719879 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:27,021 : INFO : EPOCH 11 - PROGRESS: at 36.88% examples, 719907 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:28,025 : INFO : EPOCH 11 - PROGRESS: at 37.21% examples, 720028 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:29,038 : INFO : EPOCH 11 - PROGRESS: at 37.58% examples, 719938 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:30,040 : INFO : EPOCH 11 - PROGRESS: at 37.91% examples, 720130 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:31,051 : INFO : EPOCH 11 - PROGRESS: at 38.26% examples, 720089 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:32,055 : INFO : EPOCH 11 - PROGRESS: at 38.62% examples, 720082 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:33,068 : INFO : EPOCH 11 - PROGRESS: at 39.00% examples, 720085 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:15:34,072 : INFO : EPOCH 11 - PROGRESS: at 39.34% examples, 720204 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:35,076 : INFO : EPOCH 11 - PROGRESS: at 39.69% examples, 720137 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:15:36,079 : INFO : EPOCH 11 - PROGRESS: at 40.04% examples, 720168 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:37,082 : INFO : EPOCH 11 - PROGRESS: at 40.40% examples, 720182 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:38,099 : INFO : EPOCH 11 - PROGRESS: at 40.74% examples, 720353 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:39,104 : INFO : EPOCH 11 - PROGRESS: at 41.07% examples, 720415 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:40,113 : INFO : EPOCH 11 - PROGRESS: at 41.41% examples, 720483 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:41,114 : INFO : EPOCH 11 - PROGRESS: at 41.77% examples, 720515 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:42,128 : INFO : EPOCH 11 - PROGRESS: at 42.12% examples, 720530 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:43,133 : INFO : EPOCH 11 - PROGRESS: at 42.48% examples, 720552 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:44,135 : INFO : EPOCH 11 - PROGRESS: at 42.85% examples, 720566 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:15:45,149 : INFO : EPOCH 11 - PROGRESS: at 43.18% examples, 720646 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:46,155 : INFO : EPOCH 11 - PROGRESS: at 43.52% examples, 720683 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:47,160 : INFO : EPOCH 11 - PROGRESS: at 43.87% examples, 720789 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:48,162 : INFO : EPOCH 11 - PROGRESS: at 44.23% examples, 720814 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:49,175 : INFO : EPOCH 11 - PROGRESS: at 44.56% examples, 720924 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:50,183 : INFO : EPOCH 11 - PROGRESS: at 44.91% examples, 721019 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:51,187 : INFO : EPOCH 11 - PROGRESS: at 45.24% examples, 721025 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:52,201 : INFO : EPOCH 11 - PROGRESS: at 45.58% examples, 721066 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:53,210 : INFO : EPOCH 11 - PROGRESS: at 45.94% examples, 721051 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:54,215 : INFO : EPOCH 11 - PROGRESS: at 46.28% examples, 721120 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:55,228 : INFO : EPOCH 11 - PROGRESS: at 46.64% examples, 721098 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:56,240 : INFO : EPOCH 11 - PROGRESS: at 47.01% examples, 721080 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:57,241 : INFO : EPOCH 11 - PROGRESS: at 47.36% examples, 721093 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:58,259 : INFO : EPOCH 11 - PROGRESS: at 47.73% examples, 721063 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:15:59,269 : INFO : EPOCH 11 - PROGRESS: at 48.09% examples, 721088 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:00,281 : INFO : EPOCH 11 - PROGRESS: at 48.43% examples, 721105 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:01,287 : INFO : EPOCH 11 - PROGRESS: at 48.76% examples, 721143 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:16:02,294 : INFO : EPOCH 11 - PROGRESS: at 49.13% examples, 721202 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:03,296 : INFO : EPOCH 11 - PROGRESS: at 49.49% examples, 721148 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:04,305 : INFO : EPOCH 11 - PROGRESS: at 49.82% examples, 721188 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:05,314 : INFO : EPOCH 11 - PROGRESS: at 50.14% examples, 721287 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:06,330 : INFO : EPOCH 11 - PROGRESS: at 50.51% examples, 721292 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:07,345 : INFO : EPOCH 11 - PROGRESS: at 50.90% examples, 721265 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:08,348 : INFO : EPOCH 11 - PROGRESS: at 51.26% examples, 721262 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:09,349 : INFO : EPOCH 11 - PROGRESS: at 51.62% examples, 721262 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:10,359 : INFO : EPOCH 11 - PROGRESS: at 51.96% examples, 721221 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:11,361 : INFO : EPOCH 11 - PROGRESS: at 52.31% examples, 721273 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:12,365 : INFO : EPOCH 11 - PROGRESS: at 52.65% examples, 721320 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:13,369 : INFO : EPOCH 11 - PROGRESS: at 53.03% examples, 721286 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:14,371 : INFO : EPOCH 11 - PROGRESS: at 53.35% examples, 721310 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:15,375 : INFO : EPOCH 11 - PROGRESS: at 53.70% examples, 721301 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:16,390 : INFO : EPOCH 11 - PROGRESS: at 54.06% examples, 721236 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:16:17,392 : INFO : EPOCH 11 - PROGRESS: at 54.44% examples, 721227 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:18,394 : INFO : EPOCH 11 - PROGRESS: at 54.79% examples, 721236 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:19,398 : INFO : EPOCH 11 - PROGRESS: at 55.16% examples, 721202 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:20,403 : INFO : EPOCH 11 - PROGRESS: at 55.50% examples, 721204 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:21,406 : INFO : EPOCH 11 - PROGRESS: at 55.88% examples, 721234 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:22,410 : INFO : EPOCH 11 - PROGRESS: at 56.26% examples, 721270 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:23,417 : INFO : EPOCH 11 - PROGRESS: at 56.61% examples, 721244 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:24,433 : INFO : EPOCH 11 - PROGRESS: at 56.95% examples, 721274 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:25,440 : INFO : EPOCH 11 - PROGRESS: at 57.30% examples, 721306 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:26,440 : INFO : EPOCH 11 - PROGRESS: at 57.66% examples, 721304 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:27,442 : INFO : EPOCH 11 - PROGRESS: at 58.02% examples, 721317 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:28,446 : INFO : EPOCH 11 - PROGRESS: at 58.36% examples, 721280 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:29,463 : INFO : EPOCH 11 - PROGRESS: at 58.73% examples, 721311 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:16:30,475 : INFO : EPOCH 11 - PROGRESS: at 59.08% examples, 721368 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:16:31,482 : INFO : EPOCH 11 - PROGRESS: at 59.44% examples, 721468 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:32,483 : INFO : EPOCH 11 - PROGRESS: at 59.77% examples, 721482 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:33,490 : INFO : EPOCH 11 - PROGRESS: at 60.10% examples, 721509 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:16:34,522 : INFO : EPOCH 11 - PROGRESS: at 60.46% examples, 721529 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:35,528 : INFO : EPOCH 11 - PROGRESS: at 60.81% examples, 721614 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:36,528 : INFO : EPOCH 11 - PROGRESS: at 61.16% examples, 721603 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:37,549 : INFO : EPOCH 11 - PROGRESS: at 61.53% examples, 721587 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:38,555 : INFO : EPOCH 11 - PROGRESS: at 61.88% examples, 721611 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:39,564 : INFO : EPOCH 11 - PROGRESS: at 62.24% examples, 721595 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:16:40,580 : INFO : EPOCH 11 - PROGRESS: at 62.58% examples, 721620 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:41,582 : INFO : EPOCH 11 - PROGRESS: at 62.91% examples, 721645 words/s, in_qsize 8, out_qsize 1
2020-07-24 19:16:42,592 : INFO : EPOCH 11 - PROGRESS: at 63.23% examples, 721649 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:43,598 : INFO : EPOCH 11 - PROGRESS: at 63.57% examples, 721668 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:44,600 : INFO : EPOCH 11 - PROGRESS: at 63.90% examples, 721715 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:45,613 : INFO : EPOCH 11 - PROGRESS: at 64.24% examples, 721744 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:46,632 : INFO : EPOCH 11 - PROGRESS: at 64.60% examples, 721721 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:47,634 : INFO : EPOCH 11 - PROGRESS: at 65.00% examples, 721787 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:48,635 : INFO : EPOCH 11 - PROGRESS: at 65.36% examples, 721755 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:49,647 : INFO : EPOCH 11 - PROGRESS: at 65.71% examples, 721719 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:16:50,648 : INFO : EPOCH 11 - PROGRESS: at 66.06% examples, 721728 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:51,665 : INFO : EPOCH 11 - PROGRESS: at 66.42% examples, 721716 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:52,685 : INFO : EPOCH 11 - PROGRESS: at 66.77% examples, 721768 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:53,695 : INFO : EPOCH 11 - PROGRESS: at 67.13% examples, 721795 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:54,699 : INFO : EPOCH 11 - PROGRESS: at 67.49% examples, 721785 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:55,703 : INFO : EPOCH 11 - PROGRESS: at 67.85% examples, 721812 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:16:56,722 : INFO : EPOCH 11 - PROGRESS: at 68.22% examples, 721833 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:57,725 : INFO : EPOCH 11 - PROGRESS: at 68.58% examples, 721857 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:58,728 : INFO : EPOCH 11 - PROGRESS: at 68.92% examples, 721860 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:16:59,738 : INFO : EPOCH 11 - PROGRESS: at 69.26% examples, 721716 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:00,741 : INFO : EPOCH 11 - PROGRESS: at 69.58% examples, 721626 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:01,753 : INFO : EPOCH 11 - PROGRESS: at 69.93% examples, 721543 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:02,755 : INFO : EPOCH 11 - PROGRESS: at 70.28% examples, 721425 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:03,759 : INFO : EPOCH 11 - PROGRESS: at 70.61% examples, 721295 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:04,772 : INFO : EPOCH 11 - PROGRESS: at 70.90% examples, 720678 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:05,782 : INFO : EPOCH 11 - PROGRESS: at 71.22% examples, 720168 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:06,783 : INFO : EPOCH 11 - PROGRESS: at 71.58% examples, 720197 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:07,784 : INFO : EPOCH 11 - PROGRESS: at 71.93% examples, 720190 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:08,786 : INFO : EPOCH 11 - PROGRESS: at 72.27% examples, 720216 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:09,792 : INFO : EPOCH 11 - PROGRESS: at 72.62% examples, 720163 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:10,799 : INFO : EPOCH 11 - PROGRESS: at 72.98% examples, 720206 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:11,810 : INFO : EPOCH 11 - PROGRESS: at 73.36% examples, 720212 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:12,811 : INFO : EPOCH 11 - PROGRESS: at 73.71% examples, 720240 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:13,816 : INFO : EPOCH 11 - PROGRESS: at 74.08% examples, 720226 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:14,816 : INFO : EPOCH 11 - PROGRESS: at 74.44% examples, 720261 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:15,825 : INFO : EPOCH 11 - PROGRESS: at 74.80% examples, 720227 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:16,829 : INFO : EPOCH 11 - PROGRESS: at 75.13% examples, 720281 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:17,836 : INFO : EPOCH 11 - PROGRESS: at 75.48% examples, 720310 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:18,840 : INFO : EPOCH 11 - PROGRESS: at 75.79% examples, 720318 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:19,849 : INFO : EPOCH 11 - PROGRESS: at 76.14% examples, 720364 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:20,852 : INFO : EPOCH 11 - PROGRESS: at 76.52% examples, 720367 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:21,861 : INFO : EPOCH 11 - PROGRESS: at 76.84% examples, 720439 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:22,863 : INFO : EPOCH 11 - PROGRESS: at 77.21% examples, 720432 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:23,866 : INFO : EPOCH 11 - PROGRESS: at 77.56% examples, 720454 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:24,870 : INFO : EPOCH 11 - PROGRESS: at 77.92% examples, 720485 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:25,886 : INFO : EPOCH 11 - PROGRESS: at 78.29% examples, 720452 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:26,887 : INFO : EPOCH 11 - PROGRESS: at 78.59% examples, 720518 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:27,893 : INFO : EPOCH 11 - PROGRESS: at 78.96% examples, 720536 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:28,903 : INFO : EPOCH 11 - PROGRESS: at 79.28% examples, 720532 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:29,909 : INFO : EPOCH 11 - PROGRESS: at 79.63% examples, 720558 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:30,914 : INFO : EPOCH 11 - PROGRESS: at 79.97% examples, 720596 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:31,919 : INFO : EPOCH 11 - PROGRESS: at 80.33% examples, 720576 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:32,921 : INFO : EPOCH 11 - PROGRESS: at 80.66% examples, 720624 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:33,932 : INFO : EPOCH 11 - PROGRESS: at 81.02% examples, 720608 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:34,933 : INFO : EPOCH 11 - PROGRESS: at 81.38% examples, 720611 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:35,939 : INFO : EPOCH 11 - PROGRESS: at 81.73% examples, 720667 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:17:36,942 : INFO : EPOCH 11 - PROGRESS: at 82.08% examples, 720700 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:37,948 : INFO : EPOCH 11 - PROGRESS: at 82.44% examples, 720725 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:38,957 : INFO : EPOCH 11 - PROGRESS: at 82.79% examples, 720716 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:39,961 : INFO : EPOCH 11 - PROGRESS: at 83.15% examples, 720759 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:40,964 : INFO : EPOCH 11 - PROGRESS: at 83.51% examples, 720792 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:41,974 : INFO : EPOCH 11 - PROGRESS: at 83.86% examples, 720783 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:42,985 : INFO : EPOCH 11 - PROGRESS: at 84.20% examples, 720797 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:43,988 : INFO : EPOCH 11 - PROGRESS: at 84.56% examples, 720762 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:44,989 : INFO : EPOCH 11 - PROGRESS: at 84.90% examples, 720780 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:46,006 : INFO : EPOCH 11 - PROGRESS: at 85.28% examples, 720773 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:47,006 : INFO : EPOCH 11 - PROGRESS: at 85.62% examples, 720834 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:48,027 : INFO : EPOCH 11 - PROGRESS: at 85.98% examples, 720815 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:49,031 : INFO : EPOCH 11 - PROGRESS: at 86.34% examples, 720860 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:17:50,033 : INFO : EPOCH 11 - PROGRESS: at 86.71% examples, 720837 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:51,039 : INFO : EPOCH 11 - PROGRESS: at 87.07% examples, 720855 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:52,051 : INFO : EPOCH 11 - PROGRESS: at 87.40% examples, 720848 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:53,064 : INFO : EPOCH 11 - PROGRESS: at 87.75% examples, 720843 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:54,068 : INFO : EPOCH 11 - PROGRESS: at 88.09% examples, 720915 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:55,073 : INFO : EPOCH 11 - PROGRESS: at 88.44% examples, 720923 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:56,075 : INFO : EPOCH 11 - PROGRESS: at 88.81% examples, 720887 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:17:57,079 : INFO : EPOCH 11 - PROGRESS: at 89.16% examples, 720931 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:17:58,084 : INFO : EPOCH 11 - PROGRESS: at 89.51% examples, 720930 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:17:59,089 : INFO : EPOCH 11 - PROGRESS: at 89.87% examples, 720900 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:00,096 : INFO : EPOCH 11 - PROGRESS: at 90.21% examples, 720933 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:01,120 : INFO : EPOCH 11 - PROGRESS: at 90.56% examples, 720890 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:02,137 : INFO : EPOCH 11 - PROGRESS: at 90.93% examples, 720929 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:03,144 : INFO : EPOCH 11 - PROGRESS: at 91.27% examples, 720934 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:04,146 : INFO : EPOCH 11 - PROGRESS: at 91.64% examples, 720939 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:18:05,168 : INFO : EPOCH 11 - PROGRESS: at 91.99% examples, 720878 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:06,178 : INFO : EPOCH 11 - PROGRESS: at 92.35% examples, 720927 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:07,195 : INFO : EPOCH 11 - PROGRESS: at 92.70% examples, 720935 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:18:08,197 : INFO : EPOCH 11 - PROGRESS: at 93.07% examples, 720970 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:09,206 : INFO : EPOCH 11 - PROGRESS: at 93.41% examples, 720962 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:10,210 : INFO : EPOCH 11 - PROGRESS: at 93.74% examples, 720969 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:11,213 : INFO : EPOCH 11 - PROGRESS: at 94.10% examples, 720983 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:12,214 : INFO : EPOCH 11 - PROGRESS: at 94.47% examples, 720955 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:13,219 : INFO : EPOCH 11 - PROGRESS: at 94.81% examples, 720960 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:14,222 : INFO : EPOCH 11 - PROGRESS: at 95.17% examples, 720953 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:15,223 : INFO : EPOCH 11 - PROGRESS: at 95.52% examples, 720964 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:16,226 : INFO : EPOCH 11 - PROGRESS: at 95.86% examples, 720994 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:18:17,237 : INFO : EPOCH 11 - PROGRESS: at 96.23% examples, 721015 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:18:18,248 : INFO : EPOCH 11 - PROGRESS: at 96.59% examples, 721025 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:19,252 : INFO : EPOCH 11 - PROGRESS: at 96.94% examples, 721058 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:20,254 : INFO : EPOCH 11 - PROGRESS: at 97.28% examples, 721084 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:21,268 : INFO : EPOCH 11 - PROGRESS: at 97.64% examples, 721067 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:22,275 : INFO : EPOCH 11 - PROGRESS: at 97.98% examples, 721104 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:23,275 : INFO : EPOCH 11 - PROGRESS: at 98.33% examples, 721087 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:24,277 : INFO : EPOCH 11 - PROGRESS: at 98.70% examples, 721112 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:25,292 : INFO : EPOCH 11 - PROGRESS: at 99.07% examples, 721083 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:26,296 : INFO : EPOCH 11 - PROGRESS: at 99.44% examples, 721091 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:27,312 : INFO : EPOCH 11 - PROGRESS: at 99.78% examples, 721100 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:27,876 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 19:18:27,880 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 19:18:27,882 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 19:18:27,885 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 19:18:27,886 : INFO : EPOCH - 11 : training on 265957053 raw words (206771908 effective words) took 286.7s, 721134 effective words/s
2020-07-24 19:18:28,889 : INFO : EPOCH 12 - PROGRESS: at 0.33% examples, 718876 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:29,903 : INFO : EPOCH 12 - PROGRESS: at 0.72% examples, 716883 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:30,904 : INFO : EPOCH 12 - PROGRESS: at 1.06% examples, 721894 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:31,917 : INFO : EPOCH 12 - PROGRESS: at 1.42% examples, 722007 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:32,926 : INFO : EPOCH 12 - PROGRESS: at 1.79% examples, 723951 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:33,932 : INFO : EPOCH 12 - PROGRESS: at 2.13% examples, 724430 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:34,939 : INFO : EPOCH 12 - PROGRESS: at 2.46% examples, 724685 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:35,940 : INFO : EPOCH 12 - PROGRESS: at 2.82% examples, 724446 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:36,959 : INFO : EPOCH 12 - PROGRESS: at 3.18% examples, 725780 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:37,972 : INFO : EPOCH 12 - PROGRESS: at 3.54% examples, 726159 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:38,973 : INFO : EPOCH 12 - PROGRESS: at 3.90% examples, 726753 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:39,976 : INFO : EPOCH 12 - PROGRESS: at 4.25% examples, 726869 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:40,990 : INFO : EPOCH 12 - PROGRESS: at 4.60% examples, 726796 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:41,995 : INFO : EPOCH 12 - PROGRESS: at 4.95% examples, 727106 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:43,017 : INFO : EPOCH 12 - PROGRESS: at 5.33% examples, 726922 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:44,026 : INFO : EPOCH 12 - PROGRESS: at 5.72% examples, 726357 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:45,035 : INFO : EPOCH 12 - PROGRESS: at 6.09% examples, 726853 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:46,037 : INFO : EPOCH 12 - PROGRESS: at 6.44% examples, 726800 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:47,054 : INFO : EPOCH 12 - PROGRESS: at 6.78% examples, 726335 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:48,059 : INFO : EPOCH 12 - PROGRESS: at 7.12% examples, 726064 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:49,068 : INFO : EPOCH 12 - PROGRESS: at 7.46% examples, 726835 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:18:50,074 : INFO : EPOCH 12 - PROGRESS: at 7.82% examples, 726717 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:51,079 : INFO : EPOCH 12 - PROGRESS: at 8.18% examples, 727237 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:52,098 : INFO : EPOCH 12 - PROGRESS: at 8.55% examples, 726932 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:53,104 : INFO : EPOCH 12 - PROGRESS: at 8.90% examples, 727007 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:54,117 : INFO : EPOCH 12 - PROGRESS: at 9.27% examples, 727165 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:55,141 : INFO : EPOCH 12 - PROGRESS: at 9.62% examples, 727168 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:56,143 : INFO : EPOCH 12 - PROGRESS: at 9.99% examples, 727438 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:18:57,168 : INFO : EPOCH 12 - PROGRESS: at 10.34% examples, 726994 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:58,168 : INFO : EPOCH 12 - PROGRESS: at 10.70% examples, 727544 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:18:59,174 : INFO : EPOCH 12 - PROGRESS: at 11.03% examples, 727652 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:19:00,176 : INFO : EPOCH 12 - PROGRESS: at 11.36% examples, 727932 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:01,179 : INFO : EPOCH 12 - PROGRESS: at 11.70% examples, 728014 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:02,189 : INFO : EPOCH 12 - PROGRESS: at 12.07% examples, 727928 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:03,196 : INFO : EPOCH 12 - PROGRESS: at 12.42% examples, 727877 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:04,203 : INFO : EPOCH 12 - PROGRESS: at 12.80% examples, 727624 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:05,220 : INFO : EPOCH 12 - PROGRESS: at 13.16% examples, 727668 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:19:06,230 : INFO : EPOCH 12 - PROGRESS: at 13.50% examples, 727793 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:07,237 : INFO : EPOCH 12 - PROGRESS: at 13.83% examples, 727808 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:08,247 : INFO : EPOCH 12 - PROGRESS: at 14.19% examples, 727916 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:09,252 : INFO : EPOCH 12 - PROGRESS: at 14.54% examples, 728067 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:19:10,256 : INFO : EPOCH 12 - PROGRESS: at 14.91% examples, 728159 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:11,258 : INFO : EPOCH 12 - PROGRESS: at 15.26% examples, 728142 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:12,261 : INFO : EPOCH 12 - PROGRESS: at 15.62% examples, 728259 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:13,264 : INFO : EPOCH 12 - PROGRESS: at 15.97% examples, 728188 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:14,273 : INFO : EPOCH 12 - PROGRESS: at 16.32% examples, 728407 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:15,281 : INFO : EPOCH 12 - PROGRESS: at 16.68% examples, 728163 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:16,282 : INFO : EPOCH 12 - PROGRESS: at 17.04% examples, 728261 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:17,287 : INFO : EPOCH 12 - PROGRESS: at 17.39% examples, 728377 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:18,303 : INFO : EPOCH 12 - PROGRESS: at 17.74% examples, 728474 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:19,320 : INFO : EPOCH 12 - PROGRESS: at 18.10% examples, 728527 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:20,325 : INFO : EPOCH 12 - PROGRESS: at 18.45% examples, 728438 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:21,326 : INFO : EPOCH 12 - PROGRESS: at 18.81% examples, 728526 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:22,326 : INFO : EPOCH 12 - PROGRESS: at 19.16% examples, 728459 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:23,333 : INFO : EPOCH 12 - PROGRESS: at 19.49% examples, 728563 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:24,341 : INFO : EPOCH 12 - PROGRESS: at 19.86% examples, 728433 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:25,352 : INFO : EPOCH 12 - PROGRESS: at 20.23% examples, 728309 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:26,355 : INFO : EPOCH 12 - PROGRESS: at 20.59% examples, 728327 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:27,358 : INFO : EPOCH 12 - PROGRESS: at 20.95% examples, 728146 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:28,368 : INFO : EPOCH 12 - PROGRESS: at 21.31% examples, 728413 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:29,374 : INFO : EPOCH 12 - PROGRESS: at 21.64% examples, 728348 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:19:30,380 : INFO : EPOCH 12 - PROGRESS: at 22.00% examples, 728367 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:31,400 : INFO : EPOCH 12 - PROGRESS: at 22.35% examples, 728364 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:32,400 : INFO : EPOCH 12 - PROGRESS: at 22.70% examples, 728259 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:19:33,401 : INFO : EPOCH 12 - PROGRESS: at 23.05% examples, 728194 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:34,403 : INFO : EPOCH 12 - PROGRESS: at 23.40% examples, 728171 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:35,406 : INFO : EPOCH 12 - PROGRESS: at 23.76% examples, 728186 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:36,411 : INFO : EPOCH 12 - PROGRESS: at 24.14% examples, 728280 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:37,426 : INFO : EPOCH 12 - PROGRESS: at 24.50% examples, 728160 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:38,429 : INFO : EPOCH 12 - PROGRESS: at 24.87% examples, 728177 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:39,434 : INFO : EPOCH 12 - PROGRESS: at 25.21% examples, 727948 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:40,439 : INFO : EPOCH 12 - PROGRESS: at 25.57% examples, 727665 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:41,441 : INFO : EPOCH 12 - PROGRESS: at 25.92% examples, 727450 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:42,453 : INFO : EPOCH 12 - PROGRESS: at 26.26% examples, 727065 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:43,465 : INFO : EPOCH 12 - PROGRESS: at 26.62% examples, 726740 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:44,477 : INFO : EPOCH 12 - PROGRESS: at 26.95% examples, 725849 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:45,491 : INFO : EPOCH 12 - PROGRESS: at 27.25% examples, 724048 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:46,491 : INFO : EPOCH 12 - PROGRESS: at 27.56% examples, 723482 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:47,493 : INFO : EPOCH 12 - PROGRESS: at 27.91% examples, 723671 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:48,498 : INFO : EPOCH 12 - PROGRESS: at 28.25% examples, 723697 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:49,499 : INFO : EPOCH 12 - PROGRESS: at 28.63% examples, 723891 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:50,502 : INFO : EPOCH 12 - PROGRESS: at 28.99% examples, 724042 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:51,512 : INFO : EPOCH 12 - PROGRESS: at 29.35% examples, 724043 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:52,514 : INFO : EPOCH 12 - PROGRESS: at 29.74% examples, 724144 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:53,525 : INFO : EPOCH 12 - PROGRESS: at 30.11% examples, 724109 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:54,540 : INFO : EPOCH 12 - PROGRESS: at 30.44% examples, 724287 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:19:55,545 : INFO : EPOCH 12 - PROGRESS: at 30.78% examples, 724448 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:56,562 : INFO : EPOCH 12 - PROGRESS: at 31.13% examples, 724451 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:57,564 : INFO : EPOCH 12 - PROGRESS: at 31.49% examples, 724442 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:58,567 : INFO : EPOCH 12 - PROGRESS: at 31.85% examples, 724582 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:19:59,579 : INFO : EPOCH 12 - PROGRESS: at 32.20% examples, 724544 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:00,584 : INFO : EPOCH 12 - PROGRESS: at 32.55% examples, 724684 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:20:01,584 : INFO : EPOCH 12 - PROGRESS: at 32.90% examples, 724663 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:02,585 : INFO : EPOCH 12 - PROGRESS: at 33.24% examples, 724858 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:03,586 : INFO : EPOCH 12 - PROGRESS: at 33.60% examples, 724804 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:04,608 : INFO : EPOCH 12 - PROGRESS: at 33.95% examples, 724916 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:05,616 : INFO : EPOCH 12 - PROGRESS: at 34.28% examples, 725067 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:06,627 : INFO : EPOCH 12 - PROGRESS: at 34.64% examples, 725021 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:07,630 : INFO : EPOCH 12 - PROGRESS: at 35.02% examples, 725162 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:08,633 : INFO : EPOCH 12 - PROGRESS: at 35.36% examples, 725351 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:09,635 : INFO : EPOCH 12 - PROGRESS: at 35.72% examples, 725294 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:10,638 : INFO : EPOCH 12 - PROGRESS: at 36.08% examples, 725160 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:11,653 : INFO : EPOCH 12 - PROGRESS: at 36.44% examples, 725284 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:20:12,673 : INFO : EPOCH 12 - PROGRESS: at 36.78% examples, 725245 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:13,696 : INFO : EPOCH 12 - PROGRESS: at 37.13% examples, 725278 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:20:14,701 : INFO : EPOCH 12 - PROGRESS: at 37.50% examples, 725383 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:15,701 : INFO : EPOCH 12 - PROGRESS: at 37.82% examples, 725487 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:16,715 : INFO : EPOCH 12 - PROGRESS: at 38.17% examples, 725472 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:17,718 : INFO : EPOCH 12 - PROGRESS: at 38.53% examples, 725521 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:18,723 : INFO : EPOCH 12 - PROGRESS: at 38.90% examples, 725443 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:19,736 : INFO : EPOCH 12 - PROGRESS: at 39.26% examples, 725504 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:20,740 : INFO : EPOCH 12 - PROGRESS: at 39.61% examples, 725589 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:21,750 : INFO : EPOCH 12 - PROGRESS: at 39.97% examples, 725570 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:22,754 : INFO : EPOCH 12 - PROGRESS: at 40.32% examples, 725615 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:23,757 : INFO : EPOCH 12 - PROGRESS: at 40.66% examples, 725476 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:24,757 : INFO : EPOCH 12 - PROGRESS: at 41.00% examples, 725525 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:25,761 : INFO : EPOCH 12 - PROGRESS: at 41.33% examples, 725601 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:26,783 : INFO : EPOCH 12 - PROGRESS: at 41.69% examples, 725653 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:27,787 : INFO : EPOCH 12 - PROGRESS: at 42.05% examples, 725675 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:28,787 : INFO : EPOCH 12 - PROGRESS: at 42.41% examples, 725781 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:29,816 : INFO : EPOCH 12 - PROGRESS: at 42.78% examples, 725709 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:30,821 : INFO : EPOCH 12 - PROGRESS: at 43.12% examples, 725775 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:20:31,822 : INFO : EPOCH 12 - PROGRESS: at 43.47% examples, 725878 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:32,833 : INFO : EPOCH 12 - PROGRESS: at 43.82% examples, 725937 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:33,836 : INFO : EPOCH 12 - PROGRESS: at 44.17% examples, 725966 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:34,844 : INFO : EPOCH 12 - PROGRESS: at 44.53% examples, 726050 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:20:35,848 : INFO : EPOCH 12 - PROGRESS: at 44.85% examples, 726180 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:36,853 : INFO : EPOCH 12 - PROGRESS: at 45.20% examples, 726220 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:37,857 : INFO : EPOCH 12 - PROGRESS: at 45.55% examples, 726278 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:38,860 : INFO : EPOCH 12 - PROGRESS: at 45.90% examples, 726355 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:39,867 : INFO : EPOCH 12 - PROGRESS: at 46.23% examples, 726378 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:40,874 : INFO : EPOCH 12 - PROGRESS: at 46.59% examples, 726332 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:41,876 : INFO : EPOCH 12 - PROGRESS: at 46.97% examples, 726317 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:42,877 : INFO : EPOCH 12 - PROGRESS: at 47.31% examples, 726303 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:43,881 : INFO : EPOCH 12 - PROGRESS: at 47.69% examples, 726366 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:44,891 : INFO : EPOCH 12 - PROGRESS: at 48.05% examples, 726337 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:45,893 : INFO : EPOCH 12 - PROGRESS: at 48.40% examples, 726371 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:46,895 : INFO : EPOCH 12 - PROGRESS: at 48.73% examples, 726398 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:47,897 : INFO : EPOCH 12 - PROGRESS: at 49.09% examples, 726460 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:48,902 : INFO : EPOCH 12 - PROGRESS: at 49.46% examples, 726492 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:49,902 : INFO : EPOCH 12 - PROGRESS: at 49.79% examples, 726502 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:50,916 : INFO : EPOCH 12 - PROGRESS: at 50.12% examples, 726582 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:51,919 : INFO : EPOCH 12 - PROGRESS: at 50.48% examples, 726638 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:52,921 : INFO : EPOCH 12 - PROGRESS: at 50.85% examples, 726642 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:20:53,923 : INFO : EPOCH 12 - PROGRESS: at 51.24% examples, 726639 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:54,924 : INFO : EPOCH 12 - PROGRESS: at 51.61% examples, 726664 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:55,929 : INFO : EPOCH 12 - PROGRESS: at 51.95% examples, 726632 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:56,931 : INFO : EPOCH 12 - PROGRESS: at 52.29% examples, 726670 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:57,932 : INFO : EPOCH 12 - PROGRESS: at 52.64% examples, 726721 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:58,948 : INFO : EPOCH 12 - PROGRESS: at 53.02% examples, 726728 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:20:59,948 : INFO : EPOCH 12 - PROGRESS: at 53.35% examples, 726788 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:00,958 : INFO : EPOCH 12 - PROGRESS: at 53.70% examples, 726844 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:01,975 : INFO : EPOCH 12 - PROGRESS: at 54.07% examples, 726830 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:02,982 : INFO : EPOCH 12 - PROGRESS: at 54.46% examples, 726830 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:03,983 : INFO : EPOCH 12 - PROGRESS: at 54.82% examples, 726802 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:04,986 : INFO : EPOCH 12 - PROGRESS: at 55.18% examples, 726775 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:05,997 : INFO : EPOCH 12 - PROGRESS: at 55.52% examples, 726794 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:07,004 : INFO : EPOCH 12 - PROGRESS: at 55.92% examples, 726833 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:08,009 : INFO : EPOCH 12 - PROGRESS: at 56.28% examples, 726793 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:09,017 : INFO : EPOCH 12 - PROGRESS: at 56.65% examples, 726809 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:10,026 : INFO : EPOCH 12 - PROGRESS: at 56.99% examples, 726846 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:11,032 : INFO : EPOCH 12 - PROGRESS: at 57.34% examples, 726855 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:12,040 : INFO : EPOCH 12 - PROGRESS: at 57.71% examples, 726914 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:13,052 : INFO : EPOCH 12 - PROGRESS: at 58.07% examples, 726939 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:14,056 : INFO : EPOCH 12 - PROGRESS: at 58.43% examples, 726955 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:15,078 : INFO : EPOCH 12 - PROGRESS: at 58.79% examples, 726973 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:16,078 : INFO : EPOCH 12 - PROGRESS: at 59.15% examples, 727082 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:17,078 : INFO : EPOCH 12 - PROGRESS: at 59.51% examples, 727083 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:18,089 : INFO : EPOCH 12 - PROGRESS: at 59.83% examples, 727129 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:19,110 : INFO : EPOCH 12 - PROGRESS: at 60.17% examples, 727143 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:20,122 : INFO : EPOCH 12 - PROGRESS: at 60.53% examples, 727167 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:21,125 : INFO : EPOCH 12 - PROGRESS: at 60.89% examples, 727184 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:22,128 : INFO : EPOCH 12 - PROGRESS: at 61.25% examples, 727168 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:23,130 : INFO : EPOCH 12 - PROGRESS: at 61.61% examples, 727207 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:24,149 : INFO : EPOCH 12 - PROGRESS: at 61.94% examples, 727239 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:25,153 : INFO : EPOCH 12 - PROGRESS: at 62.33% examples, 727245 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:21:26,153 : INFO : EPOCH 12 - PROGRESS: at 62.66% examples, 727319 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:27,158 : INFO : EPOCH 12 - PROGRESS: at 62.99% examples, 727358 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:28,164 : INFO : EPOCH 12 - PROGRESS: at 63.32% examples, 727412 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:29,165 : INFO : EPOCH 12 - PROGRESS: at 63.66% examples, 727343 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:30,169 : INFO : EPOCH 12 - PROGRESS: at 63.99% examples, 727452 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:21:31,171 : INFO : EPOCH 12 - PROGRESS: at 64.34% examples, 727499 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:32,188 : INFO : EPOCH 12 - PROGRESS: at 64.71% examples, 727484 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:33,190 : INFO : EPOCH 12 - PROGRESS: at 65.09% examples, 727517 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:34,191 : INFO : EPOCH 12 - PROGRESS: at 65.46% examples, 727447 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:35,203 : INFO : EPOCH 12 - PROGRESS: at 65.82% examples, 727425 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:36,213 : INFO : EPOCH 12 - PROGRESS: at 66.18% examples, 727463 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:37,218 : INFO : EPOCH 12 - PROGRESS: at 66.53% examples, 727497 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:38,219 : INFO : EPOCH 12 - PROGRESS: at 66.89% examples, 727530 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:21:39,219 : INFO : EPOCH 12 - PROGRESS: at 67.25% examples, 727570 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:40,220 : INFO : EPOCH 12 - PROGRESS: at 67.61% examples, 727585 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:41,229 : INFO : EPOCH 12 - PROGRESS: at 67.96% examples, 727555 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:21:42,233 : INFO : EPOCH 12 - PROGRESS: at 68.32% examples, 727568 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:43,238 : INFO : EPOCH 12 - PROGRESS: at 68.68% examples, 727512 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:44,251 : INFO : EPOCH 12 - PROGRESS: at 69.03% examples, 727509 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:45,253 : INFO : EPOCH 12 - PROGRESS: at 69.40% examples, 727514 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:46,265 : INFO : EPOCH 12 - PROGRESS: at 69.72% examples, 727533 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:47,273 : INFO : EPOCH 12 - PROGRESS: at 70.09% examples, 727517 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:48,279 : INFO : EPOCH 12 - PROGRESS: at 70.44% examples, 727509 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:49,289 : INFO : EPOCH 12 - PROGRESS: at 70.81% examples, 727513 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:21:50,299 : INFO : EPOCH 12 - PROGRESS: at 71.16% examples, 727547 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:51,308 : INFO : EPOCH 12 - PROGRESS: at 71.54% examples, 727514 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:21:52,308 : INFO : EPOCH 12 - PROGRESS: at 71.89% examples, 727563 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:53,309 : INFO : EPOCH 12 - PROGRESS: at 72.23% examples, 727531 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:54,325 : INFO : EPOCH 12 - PROGRESS: at 72.59% examples, 727536 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:55,328 : INFO : EPOCH 12 - PROGRESS: at 72.94% examples, 727535 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:56,340 : INFO : EPOCH 12 - PROGRESS: at 73.33% examples, 727493 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:57,360 : INFO : EPOCH 12 - PROGRESS: at 73.69% examples, 727531 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:58,365 : INFO : EPOCH 12 - PROGRESS: at 74.06% examples, 727539 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:21:59,385 : INFO : EPOCH 12 - PROGRESS: at 74.42% examples, 727532 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:22:00,385 : INFO : EPOCH 12 - PROGRESS: at 74.79% examples, 727530 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:01,385 : INFO : EPOCH 12 - PROGRESS: at 75.13% examples, 727592 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:02,395 : INFO : EPOCH 12 - PROGRESS: at 75.48% examples, 727612 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:03,407 : INFO : EPOCH 12 - PROGRESS: at 75.80% examples, 727667 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:04,415 : INFO : EPOCH 12 - PROGRESS: at 76.15% examples, 727681 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:05,419 : INFO : EPOCH 12 - PROGRESS: at 76.53% examples, 727670 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:06,429 : INFO : EPOCH 12 - PROGRESS: at 76.87% examples, 727723 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:07,431 : INFO : EPOCH 12 - PROGRESS: at 77.22% examples, 727711 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:08,440 : INFO : EPOCH 12 - PROGRESS: at 77.59% examples, 727695 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:09,445 : INFO : EPOCH 12 - PROGRESS: at 77.94% examples, 727709 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:10,446 : INFO : EPOCH 12 - PROGRESS: at 78.31% examples, 727722 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:11,453 : INFO : EPOCH 12 - PROGRESS: at 78.62% examples, 727784 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:12,469 : INFO : EPOCH 12 - PROGRESS: at 78.98% examples, 727722 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:13,476 : INFO : EPOCH 12 - PROGRESS: at 79.33% examples, 727800 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:14,476 : INFO : EPOCH 12 - PROGRESS: at 79.66% examples, 727815 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:15,483 : INFO : EPOCH 12 - PROGRESS: at 80.02% examples, 727826 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:16,489 : INFO : EPOCH 12 - PROGRESS: at 80.38% examples, 727858 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:17,492 : INFO : EPOCH 12 - PROGRESS: at 80.72% examples, 727866 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:18,505 : INFO : EPOCH 12 - PROGRESS: at 81.09% examples, 727893 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:19,512 : INFO : EPOCH 12 - PROGRESS: at 81.43% examples, 727832 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:20,528 : INFO : EPOCH 12 - PROGRESS: at 81.77% examples, 727680 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:21,535 : INFO : EPOCH 12 - PROGRESS: at 82.11% examples, 727586 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:22,544 : INFO : EPOCH 12 - PROGRESS: at 82.47% examples, 727498 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:23,570 : INFO : EPOCH 12 - PROGRESS: at 82.79% examples, 727204 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:24,583 : INFO : EPOCH 12 - PROGRESS: at 83.08% examples, 726612 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:25,597 : INFO : EPOCH 12 - PROGRESS: at 83.42% examples, 726380 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:26,601 : INFO : EPOCH 12 - PROGRESS: at 83.76% examples, 726379 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:27,604 : INFO : EPOCH 12 - PROGRESS: at 84.12% examples, 726386 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:28,607 : INFO : EPOCH 12 - PROGRESS: at 84.48% examples, 726421 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:29,614 : INFO : EPOCH 12 - PROGRESS: at 84.82% examples, 726403 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:30,632 : INFO : EPOCH 12 - PROGRESS: at 85.20% examples, 726431 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:31,645 : INFO : EPOCH 12 - PROGRESS: at 85.56% examples, 726469 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:32,646 : INFO : EPOCH 12 - PROGRESS: at 85.92% examples, 726551 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:33,655 : INFO : EPOCH 12 - PROGRESS: at 86.27% examples, 726486 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:34,667 : INFO : EPOCH 12 - PROGRESS: at 86.65% examples, 726490 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:22:35,677 : INFO : EPOCH 12 - PROGRESS: at 87.00% examples, 726470 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:36,698 : INFO : EPOCH 12 - PROGRESS: at 87.35% examples, 726471 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:37,701 : INFO : EPOCH 12 - PROGRESS: at 87.69% examples, 726487 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:38,705 : INFO : EPOCH 12 - PROGRESS: at 88.05% examples, 726507 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:39,713 : INFO : EPOCH 12 - PROGRESS: at 88.39% examples, 726527 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:40,717 : INFO : EPOCH 12 - PROGRESS: at 88.77% examples, 726548 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:41,719 : INFO : EPOCH 12 - PROGRESS: at 89.12% examples, 726566 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:42,724 : INFO : EPOCH 12 - PROGRESS: at 89.47% examples, 726578 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:43,740 : INFO : EPOCH 12 - PROGRESS: at 89.85% examples, 726568 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:44,740 : INFO : EPOCH 12 - PROGRESS: at 90.19% examples, 726613 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:45,742 : INFO : EPOCH 12 - PROGRESS: at 90.54% examples, 726579 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:46,756 : INFO : EPOCH 12 - PROGRESS: at 90.90% examples, 726571 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:47,768 : INFO : EPOCH 12 - PROGRESS: at 91.24% examples, 726572 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:48,783 : INFO : EPOCH 12 - PROGRESS: at 91.61% examples, 726528 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:49,798 : INFO : EPOCH 12 - PROGRESS: at 91.97% examples, 726548 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:50,808 : INFO : EPOCH 12 - PROGRESS: at 92.33% examples, 726573 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:51,821 : INFO : EPOCH 12 - PROGRESS: at 92.69% examples, 726568 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:22:52,822 : INFO : EPOCH 12 - PROGRESS: at 93.05% examples, 726568 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:22:53,827 : INFO : EPOCH 12 - PROGRESS: at 93.39% examples, 726597 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:54,847 : INFO : EPOCH 12 - PROGRESS: at 93.74% examples, 726600 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:22:55,850 : INFO : EPOCH 12 - PROGRESS: at 94.10% examples, 726636 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:56,865 : INFO : EPOCH 12 - PROGRESS: at 94.48% examples, 726619 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:57,866 : INFO : EPOCH 12 - PROGRESS: at 94.83% examples, 726659 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:58,868 : INFO : EPOCH 12 - PROGRESS: at 95.19% examples, 726681 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:22:59,891 : INFO : EPOCH 12 - PROGRESS: at 95.54% examples, 726670 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:00,894 : INFO : EPOCH 12 - PROGRESS: at 95.89% examples, 726694 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:01,902 : INFO : EPOCH 12 - PROGRESS: at 96.26% examples, 726682 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:02,904 : INFO : EPOCH 12 - PROGRESS: at 96.61% examples, 726705 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:23:03,915 : INFO : EPOCH 12 - PROGRESS: at 96.97% examples, 726721 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:23:04,920 : INFO : EPOCH 12 - PROGRESS: at 97.32% examples, 726744 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:05,920 : INFO : EPOCH 12 - PROGRESS: at 97.69% examples, 726754 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:06,923 : INFO : EPOCH 12 - PROGRESS: at 98.02% examples, 726776 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:07,933 : INFO : EPOCH 12 - PROGRESS: at 98.38% examples, 726758 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:08,949 : INFO : EPOCH 12 - PROGRESS: at 98.75% examples, 726768 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:09,954 : INFO : EPOCH 12 - PROGRESS: at 99.14% examples, 726765 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:10,959 : INFO : EPOCH 12 - PROGRESS: at 99.49% examples, 726782 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:11,973 : INFO : EPOCH 12 - PROGRESS: at 99.84% examples, 726772 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:12,368 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 19:23:12,374 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 19:23:12,374 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 19:23:12,385 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 19:23:12,385 : INFO : EPOCH - 12 : training on 265957053 raw words (206767723 effective words) took 284.5s, 726783 effective words/s
2020-07-24 19:23:13,389 : INFO : EPOCH 13 - PROGRESS: at 0.33% examples, 718491 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:14,414 : INFO : EPOCH 13 - PROGRESS: at 0.72% examples, 712895 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:15,416 : INFO : EPOCH 13 - PROGRESS: at 1.07% examples, 721226 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:23:16,431 : INFO : EPOCH 13 - PROGRESS: at 1.42% examples, 719421 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:17,438 : INFO : EPOCH 13 - PROGRESS: at 1.78% examples, 719500 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:18,443 : INFO : EPOCH 13 - PROGRESS: at 2.12% examples, 721096 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:19,444 : INFO : EPOCH 13 - PROGRESS: at 2.46% examples, 722908 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:20,456 : INFO : EPOCH 13 - PROGRESS: at 2.82% examples, 722908 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:21,469 : INFO : EPOCH 13 - PROGRESS: at 3.18% examples, 724831 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:22,479 : INFO : EPOCH 13 - PROGRESS: at 3.54% examples, 725673 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:23,488 : INFO : EPOCH 13 - PROGRESS: at 3.90% examples, 726426 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:24,497 : INFO : EPOCH 13 - PROGRESS: at 4.25% examples, 727300 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:23:25,499 : INFO : EPOCH 13 - PROGRESS: at 4.60% examples, 726988 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:26,500 : INFO : EPOCH 13 - PROGRESS: at 4.96% examples, 727452 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:27,506 : INFO : EPOCH 13 - PROGRESS: at 5.33% examples, 727483 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:28,506 : INFO : EPOCH 13 - PROGRESS: at 5.71% examples, 725673 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:29,508 : INFO : EPOCH 13 - PROGRESS: at 6.07% examples, 725445 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:30,520 : INFO : EPOCH 13 - PROGRESS: at 6.42% examples, 725823 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:31,533 : INFO : EPOCH 13 - PROGRESS: at 6.77% examples, 725803 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:32,535 : INFO : EPOCH 13 - PROGRESS: at 7.11% examples, 726074 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:33,544 : INFO : EPOCH 13 - PROGRESS: at 7.45% examples, 726544 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:23:34,553 : INFO : EPOCH 13 - PROGRESS: at 7.81% examples, 726126 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:35,563 : INFO : EPOCH 13 - PROGRESS: at 8.17% examples, 726235 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:36,565 : INFO : EPOCH 13 - PROGRESS: at 8.53% examples, 726148 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:37,567 : INFO : EPOCH 13 - PROGRESS: at 8.87% examples, 726168 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:38,576 : INFO : EPOCH 13 - PROGRESS: at 9.23% examples, 726012 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:39,582 : INFO : EPOCH 13 - PROGRESS: at 9.58% examples, 725721 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:40,586 : INFO : EPOCH 13 - PROGRESS: at 9.94% examples, 726027 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:41,594 : INFO : EPOCH 13 - PROGRESS: at 10.30% examples, 726037 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:42,613 : INFO : EPOCH 13 - PROGRESS: at 10.66% examples, 726204 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:43,630 : INFO : EPOCH 13 - PROGRESS: at 11.00% examples, 726394 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:44,649 : INFO : EPOCH 13 - PROGRESS: at 11.34% examples, 726499 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:45,654 : INFO : EPOCH 13 - PROGRESS: at 11.67% examples, 726798 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:46,655 : INFO : EPOCH 13 - PROGRESS: at 12.05% examples, 726957 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:47,655 : INFO : EPOCH 13 - PROGRESS: at 12.39% examples, 726874 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:48,673 : INFO : EPOCH 13 - PROGRESS: at 12.77% examples, 726623 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:49,685 : INFO : EPOCH 13 - PROGRESS: at 13.14% examples, 726867 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:50,696 : INFO : EPOCH 13 - PROGRESS: at 13.47% examples, 726727 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:51,713 : INFO : EPOCH 13 - PROGRESS: at 13.77% examples, 725234 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:52,723 : INFO : EPOCH 13 - PROGRESS: at 14.10% examples, 723658 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:53,723 : INFO : EPOCH 13 - PROGRESS: at 14.43% examples, 722230 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:54,736 : INFO : EPOCH 13 - PROGRESS: at 14.75% examples, 720755 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:23:55,740 : INFO : EPOCH 13 - PROGRESS: at 15.07% examples, 719140 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:56,749 : INFO : EPOCH 13 - PROGRESS: at 15.39% examples, 717685 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:57,753 : INFO : EPOCH 13 - PROGRESS: at 15.71% examples, 716609 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:23:58,760 : INFO : EPOCH 13 - PROGRESS: at 16.02% examples, 715365 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:23:59,769 : INFO : EPOCH 13 - PROGRESS: at 16.35% examples, 714113 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:00,778 : INFO : EPOCH 13 - PROGRESS: at 16.67% examples, 712681 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:01,783 : INFO : EPOCH 13 - PROGRESS: at 17.00% examples, 711709 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:02,785 : INFO : EPOCH 13 - PROGRESS: at 17.31% examples, 711083 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:03,800 : INFO : EPOCH 13 - PROGRESS: at 17.63% examples, 709923 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:24:04,808 : INFO : EPOCH 13 - PROGRESS: at 17.97% examples, 709217 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:05,810 : INFO : EPOCH 13 - PROGRESS: at 18.28% examples, 708304 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:06,823 : INFO : EPOCH 13 - PROGRESS: at 18.59% examples, 707345 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:07,833 : INFO : EPOCH 13 - PROGRESS: at 18.93% examples, 706497 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:08,846 : INFO : EPOCH 13 - PROGRESS: at 19.24% examples, 705726 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:09,849 : INFO : EPOCH 13 - PROGRESS: at 19.56% examples, 705173 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:10,878 : INFO : EPOCH 13 - PROGRESS: at 19.89% examples, 704220 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:11,894 : INFO : EPOCH 13 - PROGRESS: at 20.23% examples, 703491 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:12,904 : INFO : EPOCH 13 - PROGRESS: at 20.57% examples, 702814 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:13,927 : INFO : EPOCH 13 - PROGRESS: at 20.90% examples, 701923 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:14,939 : INFO : EPOCH 13 - PROGRESS: at 21.22% examples, 701618 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:24:15,941 : INFO : EPOCH 13 - PROGRESS: at 21.53% examples, 700998 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:16,942 : INFO : EPOCH 13 - PROGRESS: at 21.84% examples, 700359 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:17,944 : INFO : EPOCH 13 - PROGRESS: at 22.17% examples, 699800 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:18,961 : INFO : EPOCH 13 - PROGRESS: at 22.51% examples, 698990 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:24:19,963 : INFO : EPOCH 13 - PROGRESS: at 22.81% examples, 698362 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:24:20,968 : INFO : EPOCH 13 - PROGRESS: at 23.12% examples, 697870 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:21,982 : INFO : EPOCH 13 - PROGRESS: at 23.45% examples, 697306 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:22,985 : INFO : EPOCH 13 - PROGRESS: at 23.78% examples, 696851 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:23,992 : INFO : EPOCH 13 - PROGRESS: at 24.12% examples, 696285 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:25,004 : INFO : EPOCH 13 - PROGRESS: at 24.45% examples, 695866 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:26,011 : INFO : EPOCH 13 - PROGRESS: at 24.78% examples, 695309 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:27,024 : INFO : EPOCH 13 - PROGRESS: at 25.10% examples, 694859 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:28,028 : INFO : EPOCH 13 - PROGRESS: at 25.43% examples, 694391 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:24:29,043 : INFO : EPOCH 13 - PROGRESS: at 25.76% examples, 693922 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:30,046 : INFO : EPOCH 13 - PROGRESS: at 26.09% examples, 693586 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:31,056 : INFO : EPOCH 13 - PROGRESS: at 26.41% examples, 693167 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:32,061 : INFO : EPOCH 13 - PROGRESS: at 26.75% examples, 692733 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:33,061 : INFO : EPOCH 13 - PROGRESS: at 27.09% examples, 692248 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:34,063 : INFO : EPOCH 13 - PROGRESS: at 27.39% examples, 691907 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:24:35,064 : INFO : EPOCH 13 - PROGRESS: at 27.72% examples, 691607 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:36,079 : INFO : EPOCH 13 - PROGRESS: at 28.02% examples, 691283 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:24:37,107 : INFO : EPOCH 13 - PROGRESS: at 28.34% examples, 690810 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:38,116 : INFO : EPOCH 13 - PROGRESS: at 28.70% examples, 690521 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:39,120 : INFO : EPOCH 13 - PROGRESS: at 29.02% examples, 690189 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:40,134 : INFO : EPOCH 13 - PROGRESS: at 29.35% examples, 689883 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:24:41,152 : INFO : EPOCH 13 - PROGRESS: at 29.70% examples, 689578 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:42,162 : INFO : EPOCH 13 - PROGRESS: at 30.02% examples, 689122 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:24:43,184 : INFO : EPOCH 13 - PROGRESS: at 30.34% examples, 688861 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:44,188 : INFO : EPOCH 13 - PROGRESS: at 30.66% examples, 688639 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:45,189 : INFO : EPOCH 13 - PROGRESS: at 30.96% examples, 688454 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:24:46,204 : INFO : EPOCH 13 - PROGRESS: at 31.30% examples, 688195 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:24:47,215 : INFO : EPOCH 13 - PROGRESS: at 31.62% examples, 687905 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:48,224 : INFO : EPOCH 13 - PROGRESS: at 31.94% examples, 687639 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:49,233 : INFO : EPOCH 13 - PROGRESS: at 32.25% examples, 687361 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:50,234 : INFO : EPOCH 13 - PROGRESS: at 32.58% examples, 687130 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:51,241 : INFO : EPOCH 13 - PROGRESS: at 32.90% examples, 686829 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:52,245 : INFO : EPOCH 13 - PROGRESS: at 33.20% examples, 686619 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:53,267 : INFO : EPOCH 13 - PROGRESS: at 33.54% examples, 686187 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:54,269 : INFO : EPOCH 13 - PROGRESS: at 33.85% examples, 686150 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:55,272 : INFO : EPOCH 13 - PROGRESS: at 34.16% examples, 685918 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:56,288 : INFO : EPOCH 13 - PROGRESS: at 34.46% examples, 685582 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:57,301 : INFO : EPOCH 13 - PROGRESS: at 34.80% examples, 685420 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:58,312 : INFO : EPOCH 13 - PROGRESS: at 35.13% examples, 685181 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:24:59,315 : INFO : EPOCH 13 - PROGRESS: at 35.44% examples, 684842 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:00,331 : INFO : EPOCH 13 - PROGRESS: at 35.75% examples, 684406 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:01,347 : INFO : EPOCH 13 - PROGRESS: at 36.09% examples, 683918 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:02,349 : INFO : EPOCH 13 - PROGRESS: at 36.40% examples, 683570 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:03,358 : INFO : EPOCH 13 - PROGRESS: at 36.70% examples, 683126 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:04,362 : INFO : EPOCH 13 - PROGRESS: at 36.97% examples, 682277 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:05,363 : INFO : EPOCH 13 - PROGRESS: at 37.23% examples, 681426 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:06,366 : INFO : EPOCH 13 - PROGRESS: at 37.59% examples, 681566 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:07,369 : INFO : EPOCH 13 - PROGRESS: at 37.92% examples, 682040 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:08,393 : INFO : EPOCH 13 - PROGRESS: at 38.28% examples, 682450 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:09,398 : INFO : EPOCH 13 - PROGRESS: at 38.64% examples, 682849 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:10,400 : INFO : EPOCH 13 - PROGRESS: at 39.02% examples, 683183 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:11,404 : INFO : EPOCH 13 - PROGRESS: at 39.35% examples, 683569 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:12,414 : INFO : EPOCH 13 - PROGRESS: at 39.70% examples, 683918 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:13,437 : INFO : EPOCH 13 - PROGRESS: at 40.07% examples, 684182 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:14,439 : INFO : EPOCH 13 - PROGRESS: at 40.42% examples, 684619 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:15,448 : INFO : EPOCH 13 - PROGRESS: at 40.77% examples, 685002 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:16,462 : INFO : EPOCH 13 - PROGRESS: at 41.11% examples, 685444 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:25:17,463 : INFO : EPOCH 13 - PROGRESS: at 41.45% examples, 685876 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:18,471 : INFO : EPOCH 13 - PROGRESS: at 41.80% examples, 686170 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:19,475 : INFO : EPOCH 13 - PROGRESS: at 42.16% examples, 686478 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:20,476 : INFO : EPOCH 13 - PROGRESS: at 42.52% examples, 686772 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:25:21,478 : INFO : EPOCH 13 - PROGRESS: at 42.88% examples, 687122 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:22,487 : INFO : EPOCH 13 - PROGRESS: at 43.21% examples, 687450 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:23,489 : INFO : EPOCH 13 - PROGRESS: at 43.56% examples, 687790 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:24,492 : INFO : EPOCH 13 - PROGRESS: at 43.90% examples, 688149 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:25,495 : INFO : EPOCH 13 - PROGRESS: at 44.26% examples, 688419 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:26,499 : INFO : EPOCH 13 - PROGRESS: at 44.61% examples, 688762 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:27,503 : INFO : EPOCH 13 - PROGRESS: at 44.94% examples, 689058 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:28,514 : INFO : EPOCH 13 - PROGRESS: at 45.29% examples, 689391 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:29,529 : INFO : EPOCH 13 - PROGRESS: at 45.62% examples, 689792 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:30,531 : INFO : EPOCH 13 - PROGRESS: at 46.00% examples, 690048 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:31,532 : INFO : EPOCH 13 - PROGRESS: at 46.33% examples, 690356 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:32,546 : INFO : EPOCH 13 - PROGRESS: at 46.69% examples, 690597 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:33,561 : INFO : EPOCH 13 - PROGRESS: at 47.06% examples, 690861 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:34,561 : INFO : EPOCH 13 - PROGRESS: at 47.43% examples, 691247 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:35,567 : INFO : EPOCH 13 - PROGRESS: at 47.79% examples, 691426 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:36,582 : INFO : EPOCH 13 - PROGRESS: at 48.15% examples, 691699 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:37,587 : INFO : EPOCH 13 - PROGRESS: at 48.50% examples, 691998 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:25:38,588 : INFO : EPOCH 13 - PROGRESS: at 48.82% examples, 692292 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:39,609 : INFO : EPOCH 13 - PROGRESS: at 49.20% examples, 692488 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:40,610 : INFO : EPOCH 13 - PROGRESS: at 49.57% examples, 692738 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:41,618 : INFO : EPOCH 13 - PROGRESS: at 49.90% examples, 693039 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:42,638 : INFO : EPOCH 13 - PROGRESS: at 50.25% examples, 693296 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:43,640 : INFO : EPOCH 13 - PROGRESS: at 50.60% examples, 693499 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:44,671 : INFO : EPOCH 13 - PROGRESS: at 51.00% examples, 693592 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:45,677 : INFO : EPOCH 13 - PROGRESS: at 51.35% examples, 693851 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:46,694 : INFO : EPOCH 13 - PROGRESS: at 51.71% examples, 693979 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:47,702 : INFO : EPOCH 13 - PROGRESS: at 52.05% examples, 694217 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:48,704 : INFO : EPOCH 13 - PROGRESS: at 52.41% examples, 694471 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:49,718 : INFO : EPOCH 13 - PROGRESS: at 52.76% examples, 694651 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:50,739 : INFO : EPOCH 13 - PROGRESS: at 53.14% examples, 694828 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:51,744 : INFO : EPOCH 13 - PROGRESS: at 53.47% examples, 695170 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:52,748 : INFO : EPOCH 13 - PROGRESS: at 53.82% examples, 695376 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:53,748 : INFO : EPOCH 13 - PROGRESS: at 54.19% examples, 695575 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:54,764 : INFO : EPOCH 13 - PROGRESS: at 54.56% examples, 695690 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:55,765 : INFO : EPOCH 13 - PROGRESS: at 54.92% examples, 695884 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:56,778 : INFO : EPOCH 13 - PROGRESS: at 55.31% examples, 696068 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:57,792 : INFO : EPOCH 13 - PROGRESS: at 55.64% examples, 696259 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:58,794 : INFO : EPOCH 13 - PROGRESS: at 56.03% examples, 696487 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:25:59,811 : INFO : EPOCH 13 - PROGRESS: at 56.42% examples, 696621 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:00,817 : INFO : EPOCH 13 - PROGRESS: at 56.76% examples, 696816 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:26:01,820 : INFO : EPOCH 13 - PROGRESS: at 57.11% examples, 696951 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:02,833 : INFO : EPOCH 13 - PROGRESS: at 57.46% examples, 697194 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:03,843 : INFO : EPOCH 13 - PROGRESS: at 57.83% examples, 697382 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:04,849 : INFO : EPOCH 13 - PROGRESS: at 58.17% examples, 697481 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:05,854 : INFO : EPOCH 13 - PROGRESS: at 58.50% examples, 697237 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:06,856 : INFO : EPOCH 13 - PROGRESS: at 58.82% examples, 697020 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:07,869 : INFO : EPOCH 13 - PROGRESS: at 59.15% examples, 696825 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:08,876 : INFO : EPOCH 13 - PROGRESS: at 59.47% examples, 696662 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:09,890 : INFO : EPOCH 13 - PROGRESS: at 59.77% examples, 696444 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:10,896 : INFO : EPOCH 13 - PROGRESS: at 60.08% examples, 696325 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:11,906 : INFO : EPOCH 13 - PROGRESS: at 60.40% examples, 696136 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:12,910 : INFO : EPOCH 13 - PROGRESS: at 60.73% examples, 695931 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:13,927 : INFO : EPOCH 13 - PROGRESS: at 61.04% examples, 695730 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:14,930 : INFO : EPOCH 13 - PROGRESS: at 61.37% examples, 695516 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:15,932 : INFO : EPOCH 13 - PROGRESS: at 61.70% examples, 695322 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:16,932 : INFO : EPOCH 13 - PROGRESS: at 62.01% examples, 695184 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:17,954 : INFO : EPOCH 13 - PROGRESS: at 62.34% examples, 694887 words/s, in_qsize 8, out_qsize 1
2020-07-24 19:26:18,959 : INFO : EPOCH 13 - PROGRESS: at 62.65% examples, 694762 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:19,960 : INFO : EPOCH 13 - PROGRESS: at 62.94% examples, 694596 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:20,968 : INFO : EPOCH 13 - PROGRESS: at 63.24% examples, 694485 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:21,974 : INFO : EPOCH 13 - PROGRESS: at 63.56% examples, 694332 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:22,977 : INFO : EPOCH 13 - PROGRESS: at 63.86% examples, 694245 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:23,980 : INFO : EPOCH 13 - PROGRESS: at 64.17% examples, 694064 words/s, in_qsize 8, out_qsize 1
2020-07-24 19:26:24,986 : INFO : EPOCH 13 - PROGRESS: at 64.49% examples, 693961 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:25,991 : INFO : EPOCH 13 - PROGRESS: at 64.84% examples, 693818 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:26,991 : INFO : EPOCH 13 - PROGRESS: at 65.18% examples, 693621 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:27,993 : INFO : EPOCH 13 - PROGRESS: at 65.51% examples, 693457 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:29,002 : INFO : EPOCH 13 - PROGRESS: at 65.84% examples, 693246 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:30,003 : INFO : EPOCH 13 - PROGRESS: at 66.16% examples, 693118 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:31,013 : INFO : EPOCH 13 - PROGRESS: at 66.50% examples, 692949 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:26:32,022 : INFO : EPOCH 13 - PROGRESS: at 66.80% examples, 692776 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:33,030 : INFO : EPOCH 13 - PROGRESS: at 67.13% examples, 692664 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:34,046 : INFO : EPOCH 13 - PROGRESS: at 67.47% examples, 692465 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:35,061 : INFO : EPOCH 13 - PROGRESS: at 67.79% examples, 692291 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:36,071 : INFO : EPOCH 13 - PROGRESS: at 68.11% examples, 692186 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:37,074 : INFO : EPOCH 13 - PROGRESS: at 68.46% examples, 692000 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:38,076 : INFO : EPOCH 13 - PROGRESS: at 68.77% examples, 691839 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:39,080 : INFO : EPOCH 13 - PROGRESS: at 69.09% examples, 691733 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:40,089 : INFO : EPOCH 13 - PROGRESS: at 69.42% examples, 691548 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:41,095 : INFO : EPOCH 13 - PROGRESS: at 69.71% examples, 691383 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:42,098 : INFO : EPOCH 13 - PROGRESS: at 70.04% examples, 691231 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:43,099 : INFO : EPOCH 13 - PROGRESS: at 70.36% examples, 691074 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:44,105 : INFO : EPOCH 13 - PROGRESS: at 70.69% examples, 690922 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:45,108 : INFO : EPOCH 13 - PROGRESS: at 71.01% examples, 690768 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:46,108 : INFO : EPOCH 13 - PROGRESS: at 71.33% examples, 690670 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:47,115 : INFO : EPOCH 13 - PROGRESS: at 71.66% examples, 690459 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:26:48,117 : INFO : EPOCH 13 - PROGRESS: at 71.99% examples, 690331 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:49,145 : INFO : EPOCH 13 - PROGRESS: at 72.30% examples, 690195 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:50,148 : INFO : EPOCH 13 - PROGRESS: at 72.63% examples, 690081 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:51,148 : INFO : EPOCH 13 - PROGRESS: at 72.95% examples, 689927 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:26:52,154 : INFO : EPOCH 13 - PROGRESS: at 73.30% examples, 689801 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:53,156 : INFO : EPOCH 13 - PROGRESS: at 73.62% examples, 689680 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:54,156 : INFO : EPOCH 13 - PROGRESS: at 73.97% examples, 689546 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:55,177 : INFO : EPOCH 13 - PROGRESS: at 74.27% examples, 689361 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:56,194 : INFO : EPOCH 13 - PROGRESS: at 74.62% examples, 689234 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:57,203 : INFO : EPOCH 13 - PROGRESS: at 74.95% examples, 689087 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:26:58,215 : INFO : EPOCH 13 - PROGRESS: at 75.25% examples, 688984 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:26:59,234 : INFO : EPOCH 13 - PROGRESS: at 75.56% examples, 688824 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:00,236 : INFO : EPOCH 13 - PROGRESS: at 75.84% examples, 688755 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:27:01,250 : INFO : EPOCH 13 - PROGRESS: at 76.17% examples, 688611 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:02,258 : INFO : EPOCH 13 - PROGRESS: at 76.51% examples, 688435 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:03,268 : INFO : EPOCH 13 - PROGRESS: at 76.80% examples, 688340 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:04,278 : INFO : EPOCH 13 - PROGRESS: at 77.15% examples, 688173 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:05,288 : INFO : EPOCH 13 - PROGRESS: at 77.47% examples, 688060 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:06,290 : INFO : EPOCH 13 - PROGRESS: at 77.79% examples, 687983 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:07,292 : INFO : EPOCH 13 - PROGRESS: at 78.13% examples, 687869 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:08,297 : INFO : EPOCH 13 - PROGRESS: at 78.44% examples, 687797 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:09,307 : INFO : EPOCH 13 - PROGRESS: at 78.74% examples, 687667 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:10,312 : INFO : EPOCH 13 - PROGRESS: at 79.04% examples, 687592 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:11,314 : INFO : EPOCH 13 - PROGRESS: at 79.35% examples, 687454 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:12,316 : INFO : EPOCH 13 - PROGRESS: at 79.66% examples, 687329 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:13,333 : INFO : EPOCH 13 - PROGRESS: at 79.98% examples, 687185 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:27:14,336 : INFO : EPOCH 13 - PROGRESS: at 80.31% examples, 687075 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:15,337 : INFO : EPOCH 13 - PROGRESS: at 80.61% examples, 686983 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:16,338 : INFO : EPOCH 13 - PROGRESS: at 80.93% examples, 686852 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:17,343 : INFO : EPOCH 13 - PROGRESS: at 81.27% examples, 686728 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:18,358 : INFO : EPOCH 13 - PROGRESS: at 81.59% examples, 686671 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:19,368 : INFO : EPOCH 13 - PROGRESS: at 81.90% examples, 686622 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:20,385 : INFO : EPOCH 13 - PROGRESS: at 82.24% examples, 686527 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:21,390 : INFO : EPOCH 13 - PROGRESS: at 82.57% examples, 686379 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:22,396 : INFO : EPOCH 13 - PROGRESS: at 82.89% examples, 686296 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:23,410 : INFO : EPOCH 13 - PROGRESS: at 83.22% examples, 686193 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:24,416 : INFO : EPOCH 13 - PROGRESS: at 83.53% examples, 686099 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:25,421 : INFO : EPOCH 13 - PROGRESS: at 83.86% examples, 686041 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:26,429 : INFO : EPOCH 13 - PROGRESS: at 84.17% examples, 685921 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:27,450 : INFO : EPOCH 13 - PROGRESS: at 84.51% examples, 685790 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:28,454 : INFO : EPOCH 13 - PROGRESS: at 84.82% examples, 685734 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:29,457 : INFO : EPOCH 13 - PROGRESS: at 85.16% examples, 685617 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:30,463 : INFO : EPOCH 13 - PROGRESS: at 85.48% examples, 685534 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:31,477 : INFO : EPOCH 13 - PROGRESS: at 85.80% examples, 685449 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:32,480 : INFO : EPOCH 13 - PROGRESS: at 86.13% examples, 685351 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:33,480 : INFO : EPOCH 13 - PROGRESS: at 86.46% examples, 685252 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:34,481 : INFO : EPOCH 13 - PROGRESS: at 86.79% examples, 685126 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:35,499 : INFO : EPOCH 13 - PROGRESS: at 87.10% examples, 684976 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:36,506 : INFO : EPOCH 13 - PROGRESS: at 87.41% examples, 684931 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:37,521 : INFO : EPOCH 13 - PROGRESS: at 87.73% examples, 684807 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:38,527 : INFO : EPOCH 13 - PROGRESS: at 88.05% examples, 684744 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:39,533 : INFO : EPOCH 13 - PROGRESS: at 88.35% examples, 684656 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:40,534 : INFO : EPOCH 13 - PROGRESS: at 88.67% examples, 684436 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:41,540 : INFO : EPOCH 13 - PROGRESS: at 88.97% examples, 684172 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:42,543 : INFO : EPOCH 13 - PROGRESS: at 89.30% examples, 683978 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:43,548 : INFO : EPOCH 13 - PROGRESS: at 89.60% examples, 683724 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:44,555 : INFO : EPOCH 13 - PROGRESS: at 89.88% examples, 683276 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:45,560 : INFO : EPOCH 13 - PROGRESS: at 90.18% examples, 683168 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:46,574 : INFO : EPOCH 13 - PROGRESS: at 90.54% examples, 683322 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:47,584 : INFO : EPOCH 13 - PROGRESS: at 90.90% examples, 683485 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:48,594 : INFO : EPOCH 13 - PROGRESS: at 91.24% examples, 683647 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:49,610 : INFO : EPOCH 13 - PROGRESS: at 91.61% examples, 683758 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:50,612 : INFO : EPOCH 13 - PROGRESS: at 91.96% examples, 683918 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:51,622 : INFO : EPOCH 13 - PROGRESS: at 92.32% examples, 684049 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:52,638 : INFO : EPOCH 13 - PROGRESS: at 92.64% examples, 683974 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:53,642 : INFO : EPOCH 13 - PROGRESS: at 92.98% examples, 683865 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:54,646 : INFO : EPOCH 13 - PROGRESS: at 93.30% examples, 683783 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:55,651 : INFO : EPOCH 13 - PROGRESS: at 93.61% examples, 683686 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:56,659 : INFO : EPOCH 13 - PROGRESS: at 93.91% examples, 683591 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:57,670 : INFO : EPOCH 13 - PROGRESS: at 94.23% examples, 683525 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:58,675 : INFO : EPOCH 13 - PROGRESS: at 94.58% examples, 683444 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:27:59,676 : INFO : EPOCH 13 - PROGRESS: at 94.90% examples, 683379 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:00,693 : INFO : EPOCH 13 - PROGRESS: at 95.24% examples, 683295 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:01,709 : INFO : EPOCH 13 - PROGRESS: at 95.54% examples, 683203 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:02,724 : INFO : EPOCH 13 - PROGRESS: at 95.86% examples, 683140 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:28:03,737 : INFO : EPOCH 13 - PROGRESS: at 96.19% examples, 683051 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:28:04,747 : INFO : EPOCH 13 - PROGRESS: at 96.54% examples, 682992 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:05,747 : INFO : EPOCH 13 - PROGRESS: at 96.86% examples, 682966 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:06,764 : INFO : EPOCH 13 - PROGRESS: at 97.17% examples, 682869 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:28:07,765 : INFO : EPOCH 13 - PROGRESS: at 97.48% examples, 682805 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:08,773 : INFO : EPOCH 13 - PROGRESS: at 97.81% examples, 682758 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:09,779 : INFO : EPOCH 13 - PROGRESS: at 98.12% examples, 682679 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:10,781 : INFO : EPOCH 13 - PROGRESS: at 98.46% examples, 682611 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:11,794 : INFO : EPOCH 13 - PROGRESS: at 98.79% examples, 682547 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:12,795 : INFO : EPOCH 13 - PROGRESS: at 99.14% examples, 682448 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:13,803 : INFO : EPOCH 13 - PROGRESS: at 99.47% examples, 682371 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:14,822 : INFO : EPOCH 13 - PROGRESS: at 99.78% examples, 682312 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:28:15,435 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 19:28:15,440 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 19:28:15,443 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 19:28:15,458 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 19:28:15,458 : INFO : EPOCH - 13 : training on 265957053 raw words (206777093 effective words) took 303.1s, 682276 effective words/s
2020-07-24 19:28:16,468 : INFO : EPOCH 14 - PROGRESS: at 0.30% examples, 649554 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:28:17,484 : INFO : EPOCH 14 - PROGRESS: at 0.66% examples, 649793 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:18,500 : INFO : EPOCH 14 - PROGRESS: at 0.97% examples, 654322 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:19,521 : INFO : EPOCH 14 - PROGRESS: at 1.30% examples, 655478 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:28:20,534 : INFO : EPOCH 14 - PROGRESS: at 1.62% examples, 656118 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:21,541 : INFO : EPOCH 14 - PROGRESS: at 1.95% examples, 658394 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:28:22,542 : INFO : EPOCH 14 - PROGRESS: at 2.28% examples, 660247 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:23,560 : INFO : EPOCH 14 - PROGRESS: at 2.58% examples, 660510 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:24,561 : INFO : EPOCH 14 - PROGRESS: at 2.91% examples, 660622 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:25,572 : INFO : EPOCH 14 - PROGRESS: at 3.23% examples, 660051 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:26,597 : INFO : EPOCH 14 - PROGRESS: at 3.56% examples, 660347 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:27,621 : INFO : EPOCH 14 - PROGRESS: at 3.89% examples, 660377 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:28:28,637 : INFO : EPOCH 14 - PROGRESS: at 4.21% examples, 660451 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:29,657 : INFO : EPOCH 14 - PROGRESS: at 4.53% examples, 660485 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:30,664 : INFO : EPOCH 14 - PROGRESS: at 4.86% examples, 660981 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:28:31,682 : INFO : EPOCH 14 - PROGRESS: at 5.18% examples, 660755 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:32,698 : INFO : EPOCH 14 - PROGRESS: at 5.54% examples, 660544 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:33,700 : INFO : EPOCH 14 - PROGRESS: at 5.88% examples, 660257 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:28:34,706 : INFO : EPOCH 14 - PROGRESS: at 6.20% examples, 660247 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:28:35,718 : INFO : EPOCH 14 - PROGRESS: at 6.52% examples, 660236 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:36,729 : INFO : EPOCH 14 - PROGRESS: at 6.84% examples, 660399 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:37,730 : INFO : EPOCH 14 - PROGRESS: at 7.14% examples, 660412 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:38,740 : INFO : EPOCH 14 - PROGRESS: at 7.45% examples, 660610 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:39,746 : INFO : EPOCH 14 - PROGRESS: at 7.78% examples, 660149 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:40,751 : INFO : EPOCH 14 - PROGRESS: at 8.10% examples, 660549 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:41,765 : INFO : EPOCH 14 - PROGRESS: at 8.44% examples, 660111 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:42,774 : INFO : EPOCH 14 - PROGRESS: at 8.76% examples, 660492 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:43,793 : INFO : EPOCH 14 - PROGRESS: at 9.09% examples, 660299 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:44,800 : INFO : EPOCH 14 - PROGRESS: at 9.41% examples, 660603 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:45,806 : INFO : EPOCH 14 - PROGRESS: at 9.74% examples, 660328 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:46,819 : INFO : EPOCH 14 - PROGRESS: at 10.07% examples, 660633 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:47,821 : INFO : EPOCH 14 - PROGRESS: at 10.39% examples, 660902 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:48,823 : INFO : EPOCH 14 - PROGRESS: at 10.71% examples, 660961 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:49,830 : INFO : EPOCH 14 - PROGRESS: at 11.01% examples, 660756 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:50,837 : INFO : EPOCH 14 - PROGRESS: at 11.32% examples, 660855 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:51,849 : INFO : EPOCH 14 - PROGRESS: at 11.61% examples, 660895 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:52,859 : INFO : EPOCH 14 - PROGRESS: at 11.94% examples, 660996 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:53,861 : INFO : EPOCH 14 - PROGRESS: at 12.26% examples, 660771 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:54,880 : INFO : EPOCH 14 - PROGRESS: at 12.60% examples, 660725 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:55,898 : INFO : EPOCH 14 - PROGRESS: at 12.96% examples, 660655 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:56,898 : INFO : EPOCH 14 - PROGRESS: at 13.26% examples, 660995 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:57,913 : INFO : EPOCH 14 - PROGRESS: at 13.57% examples, 661042 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:58,915 : INFO : EPOCH 14 - PROGRESS: at 13.89% examples, 661269 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:28:59,927 : INFO : EPOCH 14 - PROGRESS: at 14.20% examples, 661194 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:00,944 : INFO : EPOCH 14 - PROGRESS: at 14.52% examples, 661111 words/s, in_qsize 8, out_qsize 1
2020-07-24 19:29:01,955 : INFO : EPOCH 14 - PROGRESS: at 14.86% examples, 661042 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:29:02,978 : INFO : EPOCH 14 - PROGRESS: at 15.18% examples, 661155 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:04,001 : INFO : EPOCH 14 - PROGRESS: at 15.51% examples, 661283 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:05,009 : INFO : EPOCH 14 - PROGRESS: at 15.84% examples, 661185 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:29:06,011 : INFO : EPOCH 14 - PROGRESS: at 16.14% examples, 661187 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:07,014 : INFO : EPOCH 14 - PROGRESS: at 16.46% examples, 661311 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:08,036 : INFO : EPOCH 14 - PROGRESS: at 16.79% examples, 661166 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:29:09,057 : INFO : EPOCH 14 - PROGRESS: at 17.14% examples, 661138 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:10,064 : INFO : EPOCH 14 - PROGRESS: at 17.45% examples, 661382 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:11,067 : INFO : EPOCH 14 - PROGRESS: at 17.78% examples, 661563 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:12,077 : INFO : EPOCH 14 - PROGRESS: at 18.09% examples, 661529 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:13,086 : INFO : EPOCH 14 - PROGRESS: at 18.41% examples, 661525 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:14,087 : INFO : EPOCH 14 - PROGRESS: at 18.73% examples, 661440 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:29:15,088 : INFO : EPOCH 14 - PROGRESS: at 19.05% examples, 661482 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:16,091 : INFO : EPOCH 14 - PROGRESS: at 19.36% examples, 661504 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:17,108 : INFO : EPOCH 14 - PROGRESS: at 19.70% examples, 661358 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:18,109 : INFO : EPOCH 14 - PROGRESS: at 20.02% examples, 661380 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:19,112 : INFO : EPOCH 14 - PROGRESS: at 20.35% examples, 661336 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:20,120 : INFO : EPOCH 14 - PROGRESS: at 20.68% examples, 661228 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:29:21,123 : INFO : EPOCH 14 - PROGRESS: at 21.00% examples, 661268 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:22,137 : INFO : EPOCH 14 - PROGRESS: at 21.33% examples, 661240 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:23,138 : INFO : EPOCH 14 - PROGRESS: at 21.64% examples, 661503 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:24,149 : INFO : EPOCH 14 - PROGRESS: at 21.96% examples, 661479 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:25,160 : INFO : EPOCH 14 - PROGRESS: at 22.29% examples, 661433 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:29:26,161 : INFO : EPOCH 14 - PROGRESS: at 22.60% examples, 661449 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:27,169 : INFO : EPOCH 14 - PROGRESS: at 22.92% examples, 661423 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:28,175 : INFO : EPOCH 14 - PROGRESS: at 23.23% examples, 661575 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:29,178 : INFO : EPOCH 14 - PROGRESS: at 23.57% examples, 661459 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:30,191 : INFO : EPOCH 14 - PROGRESS: at 23.90% examples, 661526 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:31,197 : INFO : EPOCH 14 - PROGRESS: at 24.24% examples, 661601 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:32,207 : INFO : EPOCH 14 - PROGRESS: at 24.58% examples, 661510 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:29:33,228 : INFO : EPOCH 14 - PROGRESS: at 24.91% examples, 661514 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:34,229 : INFO : EPOCH 14 - PROGRESS: at 25.22% examples, 661593 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:35,230 : INFO : EPOCH 14 - PROGRESS: at 25.56% examples, 661577 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:36,230 : INFO : EPOCH 14 - PROGRESS: at 25.89% examples, 661584 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:29:37,243 : INFO : EPOCH 14 - PROGRESS: at 26.20% examples, 661640 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:38,246 : INFO : EPOCH 14 - PROGRESS: at 26.54% examples, 661605 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:39,250 : INFO : EPOCH 14 - PROGRESS: at 26.86% examples, 661529 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:29:40,253 : INFO : EPOCH 14 - PROGRESS: at 27.21% examples, 661504 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:29:41,261 : INFO : EPOCH 14 - PROGRESS: at 27.51% examples, 661635 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:42,262 : INFO : EPOCH 14 - PROGRESS: at 27.83% examples, 661635 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:29:43,271 : INFO : EPOCH 14 - PROGRESS: at 28.12% examples, 661572 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:29:44,280 : INFO : EPOCH 14 - PROGRESS: at 28.46% examples, 661740 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:45,281 : INFO : EPOCH 14 - PROGRESS: at 28.82% examples, 661730 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:46,291 : INFO : EPOCH 14 - PROGRESS: at 29.15% examples, 661654 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:47,317 : INFO : EPOCH 14 - PROGRESS: at 29.45% examples, 661684 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:48,322 : INFO : EPOCH 14 - PROGRESS: at 29.81% examples, 661674 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:49,328 : INFO : EPOCH 14 - PROGRESS: at 30.14% examples, 661725 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:50,345 : INFO : EPOCH 14 - PROGRESS: at 30.46% examples, 661698 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:51,357 : INFO : EPOCH 14 - PROGRESS: at 30.76% examples, 661806 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:52,358 : INFO : EPOCH 14 - PROGRESS: at 31.07% examples, 661843 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:53,364 : INFO : EPOCH 14 - PROGRESS: at 31.41% examples, 661867 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:29:54,368 : INFO : EPOCH 14 - PROGRESS: at 31.74% examples, 661880 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:55,371 : INFO : EPOCH 14 - PROGRESS: at 32.05% examples, 661959 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:56,375 : INFO : EPOCH 14 - PROGRESS: at 32.36% examples, 661876 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:57,388 : INFO : EPOCH 14 - PROGRESS: at 32.70% examples, 661879 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:58,395 : INFO : EPOCH 14 - PROGRESS: at 33.02% examples, 661890 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:29:59,421 : INFO : EPOCH 14 - PROGRESS: at 33.32% examples, 661871 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:00,432 : INFO : EPOCH 14 - PROGRESS: at 33.65% examples, 661826 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:01,439 : INFO : EPOCH 14 - PROGRESS: at 33.97% examples, 661877 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:02,441 : INFO : EPOCH 14 - PROGRESS: at 34.26% examples, 662040 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:03,454 : INFO : EPOCH 14 - PROGRESS: at 34.60% examples, 662052 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:04,461 : INFO : EPOCH 14 - PROGRESS: at 34.92% examples, 661957 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:05,474 : INFO : EPOCH 14 - PROGRESS: at 35.24% examples, 662023 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:30:06,474 : INFO : EPOCH 14 - PROGRESS: at 35.57% examples, 662006 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:07,477 : INFO : EPOCH 14 - PROGRESS: at 35.91% examples, 662070 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:30:08,483 : INFO : EPOCH 14 - PROGRESS: at 36.24% examples, 661929 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:30:09,491 : INFO : EPOCH 14 - PROGRESS: at 36.55% examples, 662005 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:10,491 : INFO : EPOCH 14 - PROGRESS: at 36.86% examples, 662114 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:11,498 : INFO : EPOCH 14 - PROGRESS: at 37.16% examples, 662028 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:30:12,501 : INFO : EPOCH 14 - PROGRESS: at 37.50% examples, 662069 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:13,506 : INFO : EPOCH 14 - PROGRESS: at 37.79% examples, 662101 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:30:14,515 : INFO : EPOCH 14 - PROGRESS: at 38.11% examples, 662137 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:15,519 : INFO : EPOCH 14 - PROGRESS: at 38.44% examples, 662116 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:16,548 : INFO : EPOCH 14 - PROGRESS: at 38.77% examples, 662066 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:30:17,574 : INFO : EPOCH 14 - PROGRESS: at 39.12% examples, 661975 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:18,584 : INFO : EPOCH 14 - PROGRESS: at 39.42% examples, 662003 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:30:19,617 : INFO : EPOCH 14 - PROGRESS: at 39.74% examples, 661884 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:20,630 : INFO : EPOCH 14 - PROGRESS: at 40.07% examples, 661624 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:21,635 : INFO : EPOCH 14 - PROGRESS: at 40.37% examples, 661347 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:22,638 : INFO : EPOCH 14 - PROGRESS: at 40.68% examples, 661254 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:23,652 : INFO : EPOCH 14 - PROGRESS: at 40.97% examples, 660960 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:24,654 : INFO : EPOCH 14 - PROGRESS: at 41.23% examples, 660412 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:25,660 : INFO : EPOCH 14 - PROGRESS: at 41.51% examples, 659870 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:26,678 : INFO : EPOCH 14 - PROGRESS: at 41.87% examples, 660272 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:27,683 : INFO : EPOCH 14 - PROGRESS: at 42.23% examples, 660847 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:28,696 : INFO : EPOCH 14 - PROGRESS: at 42.60% examples, 661284 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:29,700 : INFO : EPOCH 14 - PROGRESS: at 42.95% examples, 661784 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:30,709 : INFO : EPOCH 14 - PROGRESS: at 43.28% examples, 662309 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:31,712 : INFO : EPOCH 14 - PROGRESS: at 43.62% examples, 662777 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:32,727 : INFO : EPOCH 14 - PROGRESS: at 43.97% examples, 663234 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:33,733 : INFO : EPOCH 14 - PROGRESS: at 44.33% examples, 663700 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:34,735 : INFO : EPOCH 14 - PROGRESS: at 44.66% examples, 664230 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:35,741 : INFO : EPOCH 14 - PROGRESS: at 45.01% examples, 664624 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:36,749 : INFO : EPOCH 14 - PROGRESS: at 45.35% examples, 665133 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:30:37,767 : INFO : EPOCH 14 - PROGRESS: at 45.68% examples, 665507 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:38,769 : INFO : EPOCH 14 - PROGRESS: at 46.06% examples, 666048 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:39,769 : INFO : EPOCH 14 - PROGRESS: at 46.40% examples, 666486 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:40,773 : INFO : EPOCH 14 - PROGRESS: at 46.75% examples, 666900 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:41,778 : INFO : EPOCH 14 - PROGRESS: at 47.13% examples, 667365 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:42,779 : INFO : EPOCH 14 - PROGRESS: at 47.47% examples, 667723 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:43,781 : INFO : EPOCH 14 - PROGRESS: at 47.85% examples, 668181 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:44,788 : INFO : EPOCH 14 - PROGRESS: at 48.21% examples, 668551 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:45,791 : INFO : EPOCH 14 - PROGRESS: at 48.54% examples, 668967 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:30:46,809 : INFO : EPOCH 14 - PROGRESS: at 48.87% examples, 669420 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:47,826 : INFO : EPOCH 14 - PROGRESS: at 49.25% examples, 669699 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:48,831 : INFO : EPOCH 14 - PROGRESS: at 49.58% examples, 669699 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:49,831 : INFO : EPOCH 14 - PROGRESS: at 49.88% examples, 669656 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:50,842 : INFO : EPOCH 14 - PROGRESS: at 50.18% examples, 669633 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:51,857 : INFO : EPOCH 14 - PROGRESS: at 50.51% examples, 669543 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:52,881 : INFO : EPOCH 14 - PROGRESS: at 50.85% examples, 669441 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:30:53,896 : INFO : EPOCH 14 - PROGRESS: at 51.22% examples, 669365 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:54,897 : INFO : EPOCH 14 - PROGRESS: at 51.53% examples, 669275 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:30:55,899 : INFO : EPOCH 14 - PROGRESS: at 51.85% examples, 669255 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:56,904 : INFO : EPOCH 14 - PROGRESS: at 52.16% examples, 669198 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:30:57,914 : INFO : EPOCH 14 - PROGRESS: at 52.48% examples, 669139 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:58,930 : INFO : EPOCH 14 - PROGRESS: at 52.80% examples, 669021 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:30:59,933 : INFO : EPOCH 14 - PROGRESS: at 53.14% examples, 668940 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:00,940 : INFO : EPOCH 14 - PROGRESS: at 53.43% examples, 668931 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:01,949 : INFO : EPOCH 14 - PROGRESS: at 53.75% examples, 668866 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:31:02,950 : INFO : EPOCH 14 - PROGRESS: at 54.09% examples, 668806 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:03,959 : INFO : EPOCH 14 - PROGRESS: at 54.44% examples, 668743 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:04,973 : INFO : EPOCH 14 - PROGRESS: at 54.76% examples, 668694 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:05,987 : INFO : EPOCH 14 - PROGRESS: at 55.11% examples, 668682 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:06,990 : INFO : EPOCH 14 - PROGRESS: at 55.44% examples, 668634 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:07,992 : INFO : EPOCH 14 - PROGRESS: at 55.75% examples, 668561 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:09,004 : INFO : EPOCH 14 - PROGRESS: at 56.10% examples, 668508 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:31:10,013 : INFO : EPOCH 14 - PROGRESS: at 56.44% examples, 668436 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:11,024 : INFO : EPOCH 14 - PROGRESS: at 56.76% examples, 668387 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:12,046 : INFO : EPOCH 14 - PROGRESS: at 57.08% examples, 668356 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:13,047 : INFO : EPOCH 14 - PROGRESS: at 57.40% examples, 668349 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:31:14,057 : INFO : EPOCH 14 - PROGRESS: at 57.73% examples, 668368 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:15,072 : INFO : EPOCH 14 - PROGRESS: at 58.06% examples, 668338 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:16,081 : INFO : EPOCH 14 - PROGRESS: at 58.38% examples, 668328 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:17,083 : INFO : EPOCH 14 - PROGRESS: at 58.72% examples, 668310 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:18,087 : INFO : EPOCH 14 - PROGRESS: at 59.03% examples, 668235 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:31:19,096 : INFO : EPOCH 14 - PROGRESS: at 59.35% examples, 668189 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:20,107 : INFO : EPOCH 14 - PROGRESS: at 59.67% examples, 668170 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:31:21,117 : INFO : EPOCH 14 - PROGRESS: at 59.95% examples, 668114 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:22,132 : INFO : EPOCH 14 - PROGRESS: at 60.28% examples, 668160 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:23,134 : INFO : EPOCH 14 - PROGRESS: at 60.62% examples, 668111 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:24,144 : INFO : EPOCH 14 - PROGRESS: at 60.93% examples, 668005 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:25,145 : INFO : EPOCH 14 - PROGRESS: at 61.25% examples, 667938 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:26,165 : INFO : EPOCH 14 - PROGRESS: at 61.58% examples, 667921 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:27,166 : INFO : EPOCH 14 - PROGRESS: at 61.89% examples, 667982 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:28,167 : INFO : EPOCH 14 - PROGRESS: at 62.23% examples, 667932 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:29,185 : INFO : EPOCH 14 - PROGRESS: at 62.54% examples, 667917 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:31:30,186 : INFO : EPOCH 14 - PROGRESS: at 62.84% examples, 667907 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:31,192 : INFO : EPOCH 14 - PROGRESS: at 63.15% examples, 667870 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:32,210 : INFO : EPOCH 14 - PROGRESS: at 63.45% examples, 667882 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:33,223 : INFO : EPOCH 14 - PROGRESS: at 63.77% examples, 667835 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:34,242 : INFO : EPOCH 14 - PROGRESS: at 64.06% examples, 667911 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:35,246 : INFO : EPOCH 14 - PROGRESS: at 64.40% examples, 667917 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:36,252 : INFO : EPOCH 14 - PROGRESS: at 64.73% examples, 667861 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:31:37,260 : INFO : EPOCH 14 - PROGRESS: at 65.07% examples, 667791 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:31:38,266 : INFO : EPOCH 14 - PROGRESS: at 65.42% examples, 667815 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:39,274 : INFO : EPOCH 14 - PROGRESS: at 65.73% examples, 667715 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:40,296 : INFO : EPOCH 14 - PROGRESS: at 66.06% examples, 667664 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:41,305 : INFO : EPOCH 14 - PROGRESS: at 66.40% examples, 667655 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:42,312 : INFO : EPOCH 14 - PROGRESS: at 66.70% examples, 667605 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:43,316 : INFO : EPOCH 14 - PROGRESS: at 67.03% examples, 667611 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:44,317 : INFO : EPOCH 14 - PROGRESS: at 67.37% examples, 667592 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:31:45,321 : INFO : EPOCH 14 - PROGRESS: at 67.70% examples, 667587 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:31:46,324 : INFO : EPOCH 14 - PROGRESS: at 68.01% examples, 667541 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:47,344 : INFO : EPOCH 14 - PROGRESS: at 68.35% examples, 667501 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:48,344 : INFO : EPOCH 14 - PROGRESS: at 68.67% examples, 667467 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:49,354 : INFO : EPOCH 14 - PROGRESS: at 68.99% examples, 667456 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:50,382 : INFO : EPOCH 14 - PROGRESS: at 69.33% examples, 667423 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:51,386 : INFO : EPOCH 14 - PROGRESS: at 69.63% examples, 667478 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:52,391 : INFO : EPOCH 14 - PROGRESS: at 69.95% examples, 667428 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:31:53,410 : INFO : EPOCH 14 - PROGRESS: at 70.29% examples, 667412 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:54,425 : INFO : EPOCH 14 - PROGRESS: at 70.61% examples, 667370 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:55,433 : INFO : EPOCH 14 - PROGRESS: at 70.94% examples, 667375 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:56,434 : INFO : EPOCH 14 - PROGRESS: at 71.27% examples, 667338 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:57,466 : INFO : EPOCH 14 - PROGRESS: at 71.59% examples, 667244 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:58,484 : INFO : EPOCH 14 - PROGRESS: at 71.93% examples, 667214 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:31:59,490 : INFO : EPOCH 14 - PROGRESS: at 72.25% examples, 667192 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:32:00,493 : INFO : EPOCH 14 - PROGRESS: at 72.57% examples, 667145 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:01,524 : INFO : EPOCH 14 - PROGRESS: at 72.89% examples, 667079 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:02,526 : INFO : EPOCH 14 - PROGRESS: at 73.24% examples, 667074 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:03,527 : INFO : EPOCH 14 - PROGRESS: at 73.57% examples, 667087 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:04,533 : INFO : EPOCH 14 - PROGRESS: at 73.90% examples, 667003 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:32:05,535 : INFO : EPOCH 14 - PROGRESS: at 74.22% examples, 666972 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:06,539 : INFO : EPOCH 14 - PROGRESS: at 74.55% examples, 666916 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:07,552 : INFO : EPOCH 14 - PROGRESS: at 74.88% examples, 666862 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:08,567 : INFO : EPOCH 14 - PROGRESS: at 75.18% examples, 666848 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:09,576 : INFO : EPOCH 14 - PROGRESS: at 75.50% examples, 666828 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:10,579 : INFO : EPOCH 14 - PROGRESS: at 75.78% examples, 666845 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:11,579 : INFO : EPOCH 14 - PROGRESS: at 76.09% examples, 666833 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:12,581 : INFO : EPOCH 14 - PROGRESS: at 76.43% examples, 666765 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:13,583 : INFO : EPOCH 14 - PROGRESS: at 76.75% examples, 666732 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:14,586 : INFO : EPOCH 14 - PROGRESS: at 77.07% examples, 666702 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:15,593 : INFO : EPOCH 14 - PROGRESS: at 77.38% examples, 666702 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:32:16,598 : INFO : EPOCH 14 - PROGRESS: at 77.71% examples, 666670 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:17,610 : INFO : EPOCH 14 - PROGRESS: at 78.05% examples, 666661 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:32:18,610 : INFO : EPOCH 14 - PROGRESS: at 78.37% examples, 666640 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:19,621 : INFO : EPOCH 14 - PROGRESS: at 78.66% examples, 666659 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:32:20,627 : INFO : EPOCH 14 - PROGRESS: at 78.98% examples, 666603 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:21,640 : INFO : EPOCH 14 - PROGRESS: at 79.29% examples, 666611 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:22,663 : INFO : EPOCH 14 - PROGRESS: at 79.61% examples, 666601 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:32:23,666 : INFO : EPOCH 14 - PROGRESS: at 79.92% examples, 666568 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:24,683 : INFO : EPOCH 14 - PROGRESS: at 80.26% examples, 666564 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:25,700 : INFO : EPOCH 14 - PROGRESS: at 80.57% examples, 666574 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:26,702 : INFO : EPOCH 14 - PROGRESS: at 80.90% examples, 666571 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:27,715 : INFO : EPOCH 14 - PROGRESS: at 81.23% examples, 666502 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:28,715 : INFO : EPOCH 14 - PROGRESS: at 81.55% examples, 666484 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:29,719 : INFO : EPOCH 14 - PROGRESS: at 81.86% examples, 666536 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:30,721 : INFO : EPOCH 14 - PROGRESS: at 82.17% examples, 666520 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:31,724 : INFO : EPOCH 14 - PROGRESS: at 82.51% examples, 666515 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:32,730 : INFO : EPOCH 14 - PROGRESS: at 82.83% examples, 666471 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:33,738 : INFO : EPOCH 14 - PROGRESS: at 83.16% examples, 666442 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:32:34,758 : INFO : EPOCH 14 - PROGRESS: at 83.49% examples, 666415 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:35,772 : INFO : EPOCH 14 - PROGRESS: at 83.80% examples, 666418 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:36,778 : INFO : EPOCH 14 - PROGRESS: at 84.13% examples, 666364 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:37,780 : INFO : EPOCH 14 - PROGRESS: at 84.46% examples, 666384 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:38,781 : INFO : EPOCH 14 - PROGRESS: at 84.75% examples, 666362 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:39,792 : INFO : EPOCH 14 - PROGRESS: at 85.10% examples, 666356 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:40,806 : INFO : EPOCH 14 - PROGRESS: at 85.43% examples, 666346 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:41,816 : INFO : EPOCH 14 - PROGRESS: at 85.75% examples, 666334 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:42,818 : INFO : EPOCH 14 - PROGRESS: at 86.08% examples, 666322 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:32:43,841 : INFO : EPOCH 14 - PROGRESS: at 86.41% examples, 666271 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:44,861 : INFO : EPOCH 14 - PROGRESS: at 86.75% examples, 666222 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:32:45,863 : INFO : EPOCH 14 - PROGRESS: at 87.07% examples, 666225 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:46,882 : INFO : EPOCH 14 - PROGRESS: at 87.38% examples, 666198 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:32:47,891 : INFO : EPOCH 14 - PROGRESS: at 87.70% examples, 666197 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:48,898 : INFO : EPOCH 14 - PROGRESS: at 88.02% examples, 666149 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:49,899 : INFO : EPOCH 14 - PROGRESS: at 88.32% examples, 666147 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:50,901 : INFO : EPOCH 14 - PROGRESS: at 88.65% examples, 666144 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:51,902 : INFO : EPOCH 14 - PROGRESS: at 88.98% examples, 666137 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:52,912 : INFO : EPOCH 14 - PROGRESS: at 89.31% examples, 666127 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:53,919 : INFO : EPOCH 14 - PROGRESS: at 89.64% examples, 666124 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:54,930 : INFO : EPOCH 14 - PROGRESS: at 89.97% examples, 666123 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:55,942 : INFO : EPOCH 14 - PROGRESS: at 90.29% examples, 666101 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:56,961 : INFO : EPOCH 14 - PROGRESS: at 90.61% examples, 666086 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:57,976 : INFO : EPOCH 14 - PROGRESS: at 90.94% examples, 666060 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:58,991 : INFO : EPOCH 14 - PROGRESS: at 91.25% examples, 665977 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:32:59,995 : INFO : EPOCH 14 - PROGRESS: at 91.57% examples, 665861 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:00,995 : INFO : EPOCH 14 - PROGRESS: at 91.88% examples, 665746 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:02,006 : INFO : EPOCH 14 - PROGRESS: at 92.18% examples, 665630 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:03,034 : INFO : EPOCH 14 - PROGRESS: at 92.50% examples, 665466 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:04,034 : INFO : EPOCH 14 - PROGRESS: at 92.77% examples, 665175 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:05,044 : INFO : EPOCH 14 - PROGRESS: at 93.09% examples, 664959 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:06,050 : INFO : EPOCH 14 - PROGRESS: at 93.43% examples, 665192 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:07,057 : INFO : EPOCH 14 - PROGRESS: at 93.77% examples, 665412 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:08,061 : INFO : EPOCH 14 - PROGRESS: at 94.12% examples, 665599 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:33:09,063 : INFO : EPOCH 14 - PROGRESS: at 94.50% examples, 665812 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:33:10,064 : INFO : EPOCH 14 - PROGRESS: at 94.85% examples, 666077 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:11,068 : INFO : EPOCH 14 - PROGRESS: at 95.22% examples, 666288 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:12,071 : INFO : EPOCH 14 - PROGRESS: at 95.56% examples, 666515 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:13,086 : INFO : EPOCH 14 - PROGRESS: at 95.91% examples, 666730 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:14,101 : INFO : EPOCH 14 - PROGRESS: at 96.29% examples, 666948 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:33:15,105 : INFO : EPOCH 14 - PROGRESS: at 96.64% examples, 667150 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:16,109 : INFO : EPOCH 14 - PROGRESS: at 96.99% examples, 667379 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:17,112 : INFO : EPOCH 14 - PROGRESS: at 97.34% examples, 667590 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:18,117 : INFO : EPOCH 14 - PROGRESS: at 97.71% examples, 667776 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:19,125 : INFO : EPOCH 14 - PROGRESS: at 98.03% examples, 667990 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:20,126 : INFO : EPOCH 14 - PROGRESS: at 98.40% examples, 668181 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:21,132 : INFO : EPOCH 14 - PROGRESS: at 98.77% examples, 668347 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:22,135 : INFO : EPOCH 14 - PROGRESS: at 99.16% examples, 668543 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:23,145 : INFO : EPOCH 14 - PROGRESS: at 99.50% examples, 668718 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:24,159 : INFO : EPOCH 14 - PROGRESS: at 99.86% examples, 668924 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:33:24,515 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 19:33:24,521 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 19:33:24,523 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 19:33:24,532 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 19:33:24,533 : INFO : EPOCH - 14 : training on 265957053 raw words (206768813 effective words) took 309.1s, 669001 effective words/s
2020-07-24 19:33:25,560 : INFO : EPOCH 15 - PROGRESS: at 0.34% examples, 718613 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:26,564 : INFO : EPOCH 15 - PROGRESS: at 0.72% examples, 716529 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:27,569 : INFO : EPOCH 15 - PROGRESS: at 1.06% examples, 718114 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:28,580 : INFO : EPOCH 15 - PROGRESS: at 1.42% examples, 719604 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:29,589 : INFO : EPOCH 15 - PROGRESS: at 1.78% examples, 719297 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:30,592 : INFO : EPOCH 15 - PROGRESS: at 2.12% examples, 721143 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:31,610 : INFO : EPOCH 15 - PROGRESS: at 2.46% examples, 722355 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:32,615 : INFO : EPOCH 15 - PROGRESS: at 2.82% examples, 722107 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:33,617 : INFO : EPOCH 15 - PROGRESS: at 3.18% examples, 724072 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:34,623 : INFO : EPOCH 15 - PROGRESS: at 3.53% examples, 724536 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:35,630 : INFO : EPOCH 15 - PROGRESS: at 3.89% examples, 724237 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:36,635 : INFO : EPOCH 15 - PROGRESS: at 4.24% examples, 724558 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:37,643 : INFO : EPOCH 15 - PROGRESS: at 4.59% examples, 724894 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:38,653 : INFO : EPOCH 15 - PROGRESS: at 4.94% examples, 724404 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:39,678 : INFO : EPOCH 15 - PROGRESS: at 5.31% examples, 724470 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:40,687 : INFO : EPOCH 15 - PROGRESS: at 5.71% examples, 723887 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:41,693 : INFO : EPOCH 15 - PROGRESS: at 6.07% examples, 723925 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:42,702 : INFO : EPOCH 15 - PROGRESS: at 6.42% examples, 724472 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:43,711 : INFO : EPOCH 15 - PROGRESS: at 6.76% examples, 724307 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:44,716 : INFO : EPOCH 15 - PROGRESS: at 7.11% examples, 724791 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:45,729 : INFO : EPOCH 15 - PROGRESS: at 7.44% examples, 724937 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:33:46,745 : INFO : EPOCH 15 - PROGRESS: at 7.81% examples, 724733 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:47,748 : INFO : EPOCH 15 - PROGRESS: at 8.16% examples, 724881 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:48,753 : INFO : EPOCH 15 - PROGRESS: at 8.52% examples, 724421 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:49,759 : INFO : EPOCH 15 - PROGRESS: at 8.87% examples, 724628 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:33:50,760 : INFO : EPOCH 15 - PROGRESS: at 9.23% examples, 724724 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:51,769 : INFO : EPOCH 15 - PROGRESS: at 9.58% examples, 724439 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:52,784 : INFO : EPOCH 15 - PROGRESS: at 9.93% examples, 723994 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:33:53,786 : INFO : EPOCH 15 - PROGRESS: at 10.29% examples, 724024 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:54,790 : INFO : EPOCH 15 - PROGRESS: at 10.64% examples, 724356 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:55,798 : INFO : EPOCH 15 - PROGRESS: at 10.97% examples, 724274 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:56,804 : INFO : EPOCH 15 - PROGRESS: at 11.32% examples, 724574 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:57,810 : INFO : EPOCH 15 - PROGRESS: at 11.63% examples, 724731 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:33:58,819 : INFO : EPOCH 15 - PROGRESS: at 12.00% examples, 724511 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:33:59,820 : INFO : EPOCH 15 - PROGRESS: at 12.36% examples, 724653 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:34:00,825 : INFO : EPOCH 15 - PROGRESS: at 12.72% examples, 724270 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:01,835 : INFO : EPOCH 15 - PROGRESS: at 13.11% examples, 724130 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:02,858 : INFO : EPOCH 15 - PROGRESS: at 13.43% examples, 724097 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:03,871 : INFO : EPOCH 15 - PROGRESS: at 13.76% examples, 724253 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:04,873 : INFO : EPOCH 15 - PROGRESS: at 14.11% examples, 724366 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:05,882 : INFO : EPOCH 15 - PROGRESS: at 14.46% examples, 724315 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:06,899 : INFO : EPOCH 15 - PROGRESS: at 14.83% examples, 724204 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:07,916 : INFO : EPOCH 15 - PROGRESS: at 15.18% examples, 724255 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:08,923 : INFO : EPOCH 15 - PROGRESS: at 15.54% examples, 724400 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:09,934 : INFO : EPOCH 15 - PROGRESS: at 15.91% examples, 724292 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:10,960 : INFO : EPOCH 15 - PROGRESS: at 16.25% examples, 724397 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:34:11,971 : INFO : EPOCH 15 - PROGRESS: at 16.60% examples, 724382 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:12,978 : INFO : EPOCH 15 - PROGRESS: at 16.97% examples, 724340 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:13,990 : INFO : EPOCH 15 - PROGRESS: at 17.31% examples, 724533 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:15,003 : INFO : EPOCH 15 - PROGRESS: at 17.66% examples, 724651 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:16,005 : INFO : EPOCH 15 - PROGRESS: at 18.03% examples, 724571 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:17,009 : INFO : EPOCH 15 - PROGRESS: at 18.37% examples, 724735 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:34:18,021 : INFO : EPOCH 15 - PROGRESS: at 18.72% examples, 724778 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:19,031 : INFO : EPOCH 15 - PROGRESS: at 19.08% examples, 724902 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:20,039 : INFO : EPOCH 15 - PROGRESS: at 19.42% examples, 724858 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:21,043 : INFO : EPOCH 15 - PROGRESS: at 19.78% examples, 724927 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:22,059 : INFO : EPOCH 15 - PROGRESS: at 20.16% examples, 724930 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:23,061 : INFO : EPOCH 15 - PROGRESS: at 20.50% examples, 724854 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:24,062 : INFO : EPOCH 15 - PROGRESS: at 20.88% examples, 724836 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:25,081 : INFO : EPOCH 15 - PROGRESS: at 21.22% examples, 724956 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:26,084 : INFO : EPOCH 15 - PROGRESS: at 21.57% examples, 725072 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:27,102 : INFO : EPOCH 15 - PROGRESS: at 21.92% examples, 724981 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:28,107 : INFO : EPOCH 15 - PROGRESS: at 22.28% examples, 724894 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:29,114 : INFO : EPOCH 15 - PROGRESS: at 22.62% examples, 724795 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:30,116 : INFO : EPOCH 15 - PROGRESS: at 22.96% examples, 724682 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:31,130 : INFO : EPOCH 15 - PROGRESS: at 23.31% examples, 724819 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:32,139 : INFO : EPOCH 15 - PROGRESS: at 23.67% examples, 724818 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:33,157 : INFO : EPOCH 15 - PROGRESS: at 24.04% examples, 724683 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:34,167 : INFO : EPOCH 15 - PROGRESS: at 24.42% examples, 724713 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:34:35,181 : INFO : EPOCH 15 - PROGRESS: at 24.78% examples, 724695 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:36,182 : INFO : EPOCH 15 - PROGRESS: at 25.13% examples, 724821 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:37,182 : INFO : EPOCH 15 - PROGRESS: at 25.49% examples, 724632 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:38,182 : INFO : EPOCH 15 - PROGRESS: at 25.86% examples, 724818 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:39,188 : INFO : EPOCH 15 - PROGRESS: at 26.20% examples, 724756 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:40,189 : INFO : EPOCH 15 - PROGRESS: at 26.57% examples, 724827 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:34:41,197 : INFO : EPOCH 15 - PROGRESS: at 26.93% examples, 724716 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:42,198 : INFO : EPOCH 15 - PROGRESS: at 27.30% examples, 724811 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:43,200 : INFO : EPOCH 15 - PROGRESS: at 27.64% examples, 724800 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:44,211 : INFO : EPOCH 15 - PROGRESS: at 27.98% examples, 724953 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:45,222 : INFO : EPOCH 15 - PROGRESS: at 28.32% examples, 724959 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:46,238 : INFO : EPOCH 15 - PROGRESS: at 28.72% examples, 724983 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:47,239 : INFO : EPOCH 15 - PROGRESS: at 29.07% examples, 724952 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:48,243 : INFO : EPOCH 15 - PROGRESS: at 29.41% examples, 724941 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:49,260 : INFO : EPOCH 15 - PROGRESS: at 29.80% examples, 724939 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:50,267 : INFO : EPOCH 15 - PROGRESS: at 30.16% examples, 724910 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:34:51,287 : INFO : EPOCH 15 - PROGRESS: at 30.50% examples, 724992 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:52,289 : INFO : EPOCH 15 - PROGRESS: at 30.84% examples, 725112 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:53,295 : INFO : EPOCH 15 - PROGRESS: at 31.19% examples, 725165 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:54,297 : INFO : EPOCH 15 - PROGRESS: at 31.55% examples, 725183 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:55,303 : INFO : EPOCH 15 - PROGRESS: at 31.90% examples, 725092 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:56,304 : INFO : EPOCH 15 - PROGRESS: at 32.25% examples, 725258 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:57,313 : INFO : EPOCH 15 - PROGRESS: at 32.60% examples, 725173 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:34:58,318 : INFO : EPOCH 15 - PROGRESS: at 32.96% examples, 725263 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:34:59,324 : INFO : EPOCH 15 - PROGRESS: at 33.30% examples, 725418 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:00,334 : INFO : EPOCH 15 - PROGRESS: at 33.65% examples, 725253 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:01,343 : INFO : EPOCH 15 - PROGRESS: at 33.99% examples, 725294 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:02,345 : INFO : EPOCH 15 - PROGRESS: at 34.32% examples, 725305 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:35:03,354 : INFO : EPOCH 15 - PROGRESS: at 34.68% examples, 725329 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:04,356 : INFO : EPOCH 15 - PROGRESS: at 35.05% examples, 725302 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:05,382 : INFO : EPOCH 15 - PROGRESS: at 35.40% examples, 725354 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:06,390 : INFO : EPOCH 15 - PROGRESS: at 35.76% examples, 725450 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:07,394 : INFO : EPOCH 15 - PROGRESS: at 36.14% examples, 725389 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:35:08,403 : INFO : EPOCH 15 - PROGRESS: at 36.48% examples, 725454 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:09,406 : INFO : EPOCH 15 - PROGRESS: at 36.82% examples, 725482 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:10,415 : INFO : EPOCH 15 - PROGRESS: at 37.15% examples, 725536 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:11,430 : INFO : EPOCH 15 - PROGRESS: at 37.53% examples, 725557 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:12,455 : INFO : EPOCH 15 - PROGRESS: at 37.86% examples, 725652 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:13,468 : INFO : EPOCH 15 - PROGRESS: at 38.22% examples, 725691 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:14,476 : INFO : EPOCH 15 - PROGRESS: at 38.58% examples, 725715 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:15,485 : INFO : EPOCH 15 - PROGRESS: at 38.95% examples, 725610 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:16,492 : INFO : EPOCH 15 - PROGRESS: at 39.30% examples, 725657 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:17,497 : INFO : EPOCH 15 - PROGRESS: at 39.65% examples, 725666 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:18,498 : INFO : EPOCH 15 - PROGRESS: at 40.00% examples, 725621 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:19,501 : INFO : EPOCH 15 - PROGRESS: at 40.35% examples, 725618 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:20,507 : INFO : EPOCH 15 - PROGRESS: at 40.70% examples, 725590 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:21,512 : INFO : EPOCH 15 - PROGRESS: at 41.03% examples, 725562 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:22,530 : INFO : EPOCH 15 - PROGRESS: at 41.36% examples, 725620 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:23,550 : INFO : EPOCH 15 - PROGRESS: at 41.73% examples, 725577 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:24,550 : INFO : EPOCH 15 - PROGRESS: at 42.08% examples, 725597 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:25,560 : INFO : EPOCH 15 - PROGRESS: at 42.44% examples, 725613 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:35:26,565 : INFO : EPOCH 15 - PROGRESS: at 42.82% examples, 725598 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:27,566 : INFO : EPOCH 15 - PROGRESS: at 43.13% examples, 725562 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:28,570 : INFO : EPOCH 15 - PROGRESS: at 43.48% examples, 725631 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:29,577 : INFO : EPOCH 15 - PROGRESS: at 43.83% examples, 725621 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:35:30,583 : INFO : EPOCH 15 - PROGRESS: at 44.18% examples, 725620 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:31,587 : INFO : EPOCH 15 - PROGRESS: at 44.53% examples, 725605 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:32,600 : INFO : EPOCH 15 - PROGRESS: at 44.85% examples, 725575 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:33,621 : INFO : EPOCH 15 - PROGRESS: at 45.20% examples, 725535 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:34,634 : INFO : EPOCH 15 - PROGRESS: at 45.55% examples, 725611 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:35,634 : INFO : EPOCH 15 - PROGRESS: at 45.90% examples, 725638 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:36,636 : INFO : EPOCH 15 - PROGRESS: at 46.23% examples, 725695 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:37,641 : INFO : EPOCH 15 - PROGRESS: at 46.59% examples, 725680 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:35:38,648 : INFO : EPOCH 15 - PROGRESS: at 46.97% examples, 725634 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:39,653 : INFO : EPOCH 15 - PROGRESS: at 47.30% examples, 725403 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:40,654 : INFO : EPOCH 15 - PROGRESS: at 47.65% examples, 725234 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:41,656 : INFO : EPOCH 15 - PROGRESS: at 48.00% examples, 724931 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:42,657 : INFO : EPOCH 15 - PROGRESS: at 48.33% examples, 724777 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:43,672 : INFO : EPOCH 15 - PROGRESS: at 48.63% examples, 724231 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:44,677 : INFO : EPOCH 15 - PROGRESS: at 48.90% examples, 723366 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:45,680 : INFO : EPOCH 15 - PROGRESS: at 49.25% examples, 722984 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:35:46,699 : INFO : EPOCH 15 - PROGRESS: at 49.61% examples, 723046 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:35:47,702 : INFO : EPOCH 15 - PROGRESS: at 49.95% examples, 723200 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:48,708 : INFO : EPOCH 15 - PROGRESS: at 50.30% examples, 723213 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:49,717 : INFO : EPOCH 15 - PROGRESS: at 50.66% examples, 723247 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:50,738 : INFO : EPOCH 15 - PROGRESS: at 51.05% examples, 723159 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:51,748 : INFO : EPOCH 15 - PROGRESS: at 51.41% examples, 723182 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:52,756 : INFO : EPOCH 15 - PROGRESS: at 51.75% examples, 723165 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:53,756 : INFO : EPOCH 15 - PROGRESS: at 52.10% examples, 723217 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:54,757 : INFO : EPOCH 15 - PROGRESS: at 52.45% examples, 723267 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:55,768 : INFO : EPOCH 15 - PROGRESS: at 52.80% examples, 723207 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:56,773 : INFO : EPOCH 15 - PROGRESS: at 53.18% examples, 723253 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:57,774 : INFO : EPOCH 15 - PROGRESS: at 53.50% examples, 723328 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:58,774 : INFO : EPOCH 15 - PROGRESS: at 53.85% examples, 723309 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:35:59,784 : INFO : EPOCH 15 - PROGRESS: at 54.21% examples, 723316 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:36:00,795 : INFO : EPOCH 15 - PROGRESS: at 54.58% examples, 723274 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:01,799 : INFO : EPOCH 15 - PROGRESS: at 54.96% examples, 723290 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:36:02,812 : INFO : EPOCH 15 - PROGRESS: at 55.33% examples, 723212 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:36:03,816 : INFO : EPOCH 15 - PROGRESS: at 55.67% examples, 723337 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:04,819 : INFO : EPOCH 15 - PROGRESS: at 56.06% examples, 723388 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:05,823 : INFO : EPOCH 15 - PROGRESS: at 56.43% examples, 723330 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:06,826 : INFO : EPOCH 15 - PROGRESS: at 56.78% examples, 723373 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:07,832 : INFO : EPOCH 15 - PROGRESS: at 57.13% examples, 723326 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:08,832 : INFO : EPOCH 15 - PROGRESS: at 57.47% examples, 723432 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:09,842 : INFO : EPOCH 15 - PROGRESS: at 57.84% examples, 723426 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:10,845 : INFO : EPOCH 15 - PROGRESS: at 58.18% examples, 723445 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:11,846 : INFO : EPOCH 15 - PROGRESS: at 58.55% examples, 723484 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:12,857 : INFO : EPOCH 15 - PROGRESS: at 58.90% examples, 723508 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:13,863 : INFO : EPOCH 15 - PROGRESS: at 59.26% examples, 723505 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:14,864 : INFO : EPOCH 15 - PROGRESS: at 59.61% examples, 723515 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:15,872 : INFO : EPOCH 15 - PROGRESS: at 59.92% examples, 723542 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:16,874 : INFO : EPOCH 15 - PROGRESS: at 60.26% examples, 723613 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:17,876 : INFO : EPOCH 15 - PROGRESS: at 60.63% examples, 723590 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:36:18,880 : INFO : EPOCH 15 - PROGRESS: at 60.97% examples, 723544 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:36:19,884 : INFO : EPOCH 15 - PROGRESS: at 61.34% examples, 723590 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:20,888 : INFO : EPOCH 15 - PROGRESS: at 61.70% examples, 723603 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:21,903 : INFO : EPOCH 15 - PROGRESS: at 62.02% examples, 723577 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:22,919 : INFO : EPOCH 15 - PROGRESS: at 62.39% examples, 723653 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:23,923 : INFO : EPOCH 15 - PROGRESS: at 62.73% examples, 723654 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:24,925 : INFO : EPOCH 15 - PROGRESS: at 63.06% examples, 723749 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:25,933 : INFO : EPOCH 15 - PROGRESS: at 63.38% examples, 723717 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:36:26,935 : INFO : EPOCH 15 - PROGRESS: at 63.73% examples, 723755 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:27,939 : INFO : EPOCH 15 - PROGRESS: at 64.05% examples, 723812 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:28,939 : INFO : EPOCH 15 - PROGRESS: at 64.41% examples, 723798 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:29,941 : INFO : EPOCH 15 - PROGRESS: at 64.76% examples, 723826 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:30,948 : INFO : EPOCH 15 - PROGRESS: at 65.15% examples, 723802 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:31,949 : INFO : EPOCH 15 - PROGRESS: at 65.51% examples, 723820 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:32,958 : INFO : EPOCH 15 - PROGRESS: at 65.88% examples, 723768 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:33,963 : INFO : EPOCH 15 - PROGRESS: at 66.23% examples, 723834 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:34,975 : INFO : EPOCH 15 - PROGRESS: at 66.58% examples, 723818 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:35,990 : INFO : EPOCH 15 - PROGRESS: at 66.94% examples, 723861 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:37,004 : INFO : EPOCH 15 - PROGRESS: at 67.31% examples, 723911 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:38,019 : INFO : EPOCH 15 - PROGRESS: at 67.67% examples, 723872 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:39,028 : INFO : EPOCH 15 - PROGRESS: at 68.03% examples, 723937 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:40,038 : INFO : EPOCH 15 - PROGRESS: at 68.40% examples, 723921 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:41,046 : INFO : EPOCH 15 - PROGRESS: at 68.72% examples, 723627 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:42,046 : INFO : EPOCH 15 - PROGRESS: at 69.03% examples, 723336 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:43,050 : INFO : EPOCH 15 - PROGRESS: at 69.36% examples, 723023 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:44,068 : INFO : EPOCH 15 - PROGRESS: at 69.66% examples, 722674 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:45,069 : INFO : EPOCH 15 - PROGRESS: at 69.99% examples, 722374 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:46,080 : INFO : EPOCH 15 - PROGRESS: at 70.32% examples, 722045 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:47,095 : INFO : EPOCH 15 - PROGRESS: at 70.64% examples, 721742 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:48,099 : INFO : EPOCH 15 - PROGRESS: at 70.97% examples, 721441 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:49,099 : INFO : EPOCH 15 - PROGRESS: at 71.29% examples, 721130 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:36:50,115 : INFO : EPOCH 15 - PROGRESS: at 71.61% examples, 720722 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:51,125 : INFO : EPOCH 15 - PROGRESS: at 71.94% examples, 720478 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:52,148 : INFO : EPOCH 15 - PROGRESS: at 72.26% examples, 720133 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:53,160 : INFO : EPOCH 15 - PROGRESS: at 72.58% examples, 719817 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:54,167 : INFO : EPOCH 15 - PROGRESS: at 72.90% examples, 719521 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:55,179 : INFO : EPOCH 15 - PROGRESS: at 73.25% examples, 719214 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:56,189 : INFO : EPOCH 15 - PROGRESS: at 73.58% examples, 718915 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:57,191 : INFO : EPOCH 15 - PROGRESS: at 73.91% examples, 718628 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:58,193 : INFO : EPOCH 15 - PROGRESS: at 74.23% examples, 718382 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:36:59,196 : INFO : EPOCH 15 - PROGRESS: at 74.56% examples, 718046 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:00,202 : INFO : EPOCH 15 - PROGRESS: at 74.89% examples, 717776 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:01,206 : INFO : EPOCH 15 - PROGRESS: at 75.19% examples, 717522 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:02,217 : INFO : EPOCH 15 - PROGRESS: at 75.51% examples, 717252 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:03,221 : INFO : EPOCH 15 - PROGRESS: at 75.79% examples, 717040 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:04,238 : INFO : EPOCH 15 - PROGRESS: at 76.10% examples, 716807 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:05,254 : INFO : EPOCH 15 - PROGRESS: at 76.46% examples, 716552 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:06,262 : INFO : EPOCH 15 - PROGRESS: at 76.77% examples, 716353 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:37:07,270 : INFO : EPOCH 15 - PROGRESS: at 77.11% examples, 716104 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:08,277 : INFO : EPOCH 15 - PROGRESS: at 77.42% examples, 715858 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:09,277 : INFO : EPOCH 15 - PROGRESS: at 77.74% examples, 715612 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:10,287 : INFO : EPOCH 15 - PROGRESS: at 78.08% examples, 715340 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:37:11,297 : INFO : EPOCH 15 - PROGRESS: at 78.39% examples, 715074 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:12,302 : INFO : EPOCH 15 - PROGRESS: at 78.68% examples, 714835 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:13,308 : INFO : EPOCH 15 - PROGRESS: at 78.99% examples, 714592 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:14,312 : INFO : EPOCH 15 - PROGRESS: at 79.31% examples, 714407 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:15,315 : INFO : EPOCH 15 - PROGRESS: at 79.62% examples, 714159 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:16,327 : INFO : EPOCH 15 - PROGRESS: at 79.93% examples, 713933 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:17,328 : INFO : EPOCH 15 - PROGRESS: at 80.27% examples, 713692 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:18,336 : INFO : EPOCH 15 - PROGRESS: at 80.57% examples, 713458 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:37:19,350 : INFO : EPOCH 15 - PROGRESS: at 80.90% examples, 713243 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:20,361 : INFO : EPOCH 15 - PROGRESS: at 81.23% examples, 713020 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:21,370 : INFO : EPOCH 15 - PROGRESS: at 81.56% examples, 712782 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:22,380 : INFO : EPOCH 15 - PROGRESS: at 81.86% examples, 712630 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:23,381 : INFO : EPOCH 15 - PROGRESS: at 82.18% examples, 712441 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:24,405 : INFO : EPOCH 15 - PROGRESS: at 82.52% examples, 712113 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:25,422 : INFO : EPOCH 15 - PROGRESS: at 82.85% examples, 711945 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:26,429 : INFO : EPOCH 15 - PROGRESS: at 83.17% examples, 711701 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:27,438 : INFO : EPOCH 15 - PROGRESS: at 83.50% examples, 711488 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:28,444 : INFO : EPOCH 15 - PROGRESS: at 83.81% examples, 711284 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:29,446 : INFO : EPOCH 15 - PROGRESS: at 84.13% examples, 711080 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:30,448 : INFO : EPOCH 15 - PROGRESS: at 84.45% examples, 710808 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:31,470 : INFO : EPOCH 15 - PROGRESS: at 84.75% examples, 710602 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:32,471 : INFO : EPOCH 15 - PROGRESS: at 85.09% examples, 710413 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:33,471 : INFO : EPOCH 15 - PROGRESS: at 85.41% examples, 710188 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:34,474 : INFO : EPOCH 15 - PROGRESS: at 85.74% examples, 710006 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:35,476 : INFO : EPOCH 15 - PROGRESS: at 86.06% examples, 709819 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:36,484 : INFO : EPOCH 15 - PROGRESS: at 86.39% examples, 709606 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:37,495 : INFO : EPOCH 15 - PROGRESS: at 86.73% examples, 709390 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:38,499 : INFO : EPOCH 15 - PROGRESS: at 87.05% examples, 709157 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:39,504 : INFO : EPOCH 15 - PROGRESS: at 87.35% examples, 708967 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:40,505 : INFO : EPOCH 15 - PROGRESS: at 87.66% examples, 708734 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:37:41,523 : INFO : EPOCH 15 - PROGRESS: at 87.98% examples, 708530 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:42,529 : INFO : EPOCH 15 - PROGRESS: at 88.28% examples, 708364 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:43,532 : INFO : EPOCH 15 - PROGRESS: at 88.60% examples, 708134 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:44,537 : INFO : EPOCH 15 - PROGRESS: at 88.94% examples, 707929 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:45,540 : INFO : EPOCH 15 - PROGRESS: at 89.28% examples, 707775 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:46,547 : INFO : EPOCH 15 - PROGRESS: at 89.59% examples, 707572 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:47,548 : INFO : EPOCH 15 - PROGRESS: at 89.92% examples, 707382 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:37:48,552 : INFO : EPOCH 15 - PROGRESS: at 90.23% examples, 707230 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:49,562 : INFO : EPOCH 15 - PROGRESS: at 90.55% examples, 707038 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:50,565 : INFO : EPOCH 15 - PROGRESS: at 90.88% examples, 706847 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:51,567 : INFO : EPOCH 15 - PROGRESS: at 91.18% examples, 706640 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:52,569 : INFO : EPOCH 15 - PROGRESS: at 91.52% examples, 706450 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:53,574 : INFO : EPOCH 15 - PROGRESS: at 91.84% examples, 706264 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:54,575 : INFO : EPOCH 15 - PROGRESS: at 92.15% examples, 706120 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:55,594 : INFO : EPOCH 15 - PROGRESS: at 92.49% examples, 705924 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:56,615 : INFO : EPOCH 15 - PROGRESS: at 92.80% examples, 705730 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:57,627 : INFO : EPOCH 15 - PROGRESS: at 93.15% examples, 705575 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:58,633 : INFO : EPOCH 15 - PROGRESS: at 93.45% examples, 705402 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:37:59,643 : INFO : EPOCH 15 - PROGRESS: at 93.76% examples, 705239 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:38:00,660 : INFO : EPOCH 15 - PROGRESS: at 94.08% examples, 705046 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:01,667 : INFO : EPOCH 15 - PROGRESS: at 94.42% examples, 704874 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:02,674 : INFO : EPOCH 15 - PROGRESS: at 94.73% examples, 704716 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:03,683 : INFO : EPOCH 15 - PROGRESS: at 95.07% examples, 704553 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:04,689 : INFO : EPOCH 15 - PROGRESS: at 95.39% examples, 704384 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:05,695 : INFO : EPOCH 15 - PROGRESS: at 95.71% examples, 704189 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:06,696 : INFO : EPOCH 15 - PROGRESS: at 96.03% examples, 704056 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:07,720 : INFO : EPOCH 15 - PROGRESS: at 96.37% examples, 703898 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:08,738 : INFO : EPOCH 15 - PROGRESS: at 96.70% examples, 703747 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:09,746 : INFO : EPOCH 15 - PROGRESS: at 97.01% examples, 703627 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:38:10,747 : INFO : EPOCH 15 - PROGRESS: at 97.32% examples, 703483 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:11,774 : INFO : EPOCH 15 - PROGRESS: at 97.66% examples, 703295 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:12,783 : INFO : EPOCH 15 - PROGRESS: at 97.97% examples, 703182 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:13,792 : INFO : EPOCH 15 - PROGRESS: at 98.28% examples, 703003 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:14,795 : INFO : EPOCH 15 - PROGRESS: at 98.63% examples, 702883 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:15,803 : INFO : EPOCH 15 - PROGRESS: at 98.97% examples, 702724 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:16,807 : INFO : EPOCH 15 - PROGRESS: at 99.30% examples, 702551 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:17,809 : INFO : EPOCH 15 - PROGRESS: at 99.62% examples, 702434 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:18,816 : INFO : EPOCH 15 - PROGRESS: at 99.94% examples, 702264 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:18,961 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 19:38:18,962 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 19:38:18,964 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 19:38:18,979 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 19:38:18,980 : INFO : EPOCH - 15 : training on 265957053 raw words (206773806 effective words) took 294.4s, 702256 effective words/s
2020-07-24 19:38:19,992 : INFO : EPOCH 16 - PROGRESS: at 0.28% examples, 610535 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:21,021 : INFO : EPOCH 16 - PROGRESS: at 0.62% examples, 616429 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:22,042 : INFO : EPOCH 16 - PROGRESS: at 0.92% examples, 622280 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:23,059 : INFO : EPOCH 16 - PROGRESS: at 1.23% examples, 623170 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:24,059 : INFO : EPOCH 16 - PROGRESS: at 1.52% examples, 613189 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:25,081 : INFO : EPOCH 16 - PROGRESS: at 1.81% examples, 606726 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:26,081 : INFO : EPOCH 16 - PROGRESS: at 2.15% examples, 624467 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:27,091 : INFO : EPOCH 16 - PROGRESS: at 2.49% examples, 637446 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:28,094 : INFO : EPOCH 16 - PROGRESS: at 2.86% examples, 647025 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:29,095 : INFO : EPOCH 16 - PROGRESS: at 3.21% examples, 655767 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:30,095 : INFO : EPOCH 16 - PROGRESS: at 3.56% examples, 661647 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:31,097 : INFO : EPOCH 16 - PROGRESS: at 3.91% examples, 667446 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:38:32,105 : INFO : EPOCH 16 - PROGRESS: at 4.26% examples, 672304 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:33,118 : INFO : EPOCH 16 - PROGRESS: at 4.62% examples, 677086 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:34,127 : INFO : EPOCH 16 - PROGRESS: at 4.98% examples, 680281 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:35,131 : INFO : EPOCH 16 - PROGRESS: at 5.35% examples, 682890 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:36,132 : INFO : EPOCH 16 - PROGRESS: at 5.73% examples, 684803 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:37,136 : INFO : EPOCH 16 - PROGRESS: at 6.09% examples, 686951 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:38,146 : INFO : EPOCH 16 - PROGRESS: at 6.44% examples, 688715 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:38:39,150 : INFO : EPOCH 16 - PROGRESS: at 6.79% examples, 691061 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:38:40,155 : INFO : EPOCH 16 - PROGRESS: at 7.12% examples, 692561 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:41,164 : INFO : EPOCH 16 - PROGRESS: at 7.47% examples, 694703 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:42,167 : INFO : EPOCH 16 - PROGRESS: at 7.83% examples, 695782 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:43,175 : INFO : EPOCH 16 - PROGRESS: at 8.19% examples, 697474 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:44,184 : INFO : EPOCH 16 - PROGRESS: at 8.55% examples, 698365 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:45,187 : INFO : EPOCH 16 - PROGRESS: at 8.91% examples, 699881 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:46,187 : INFO : EPOCH 16 - PROGRESS: at 9.27% examples, 700877 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:47,193 : INFO : EPOCH 16 - PROGRESS: at 9.61% examples, 701667 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:48,212 : INFO : EPOCH 16 - PROGRESS: at 9.97% examples, 702281 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:49,226 : INFO : EPOCH 16 - PROGRESS: at 10.34% examples, 703418 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:50,229 : INFO : EPOCH 16 - PROGRESS: at 10.68% examples, 704168 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:51,234 : INFO : EPOCH 16 - PROGRESS: at 11.01% examples, 704734 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:52,244 : INFO : EPOCH 16 - PROGRESS: at 11.35% examples, 705567 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:53,253 : INFO : EPOCH 16 - PROGRESS: at 11.69% examples, 706734 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:54,261 : INFO : EPOCH 16 - PROGRESS: at 12.06% examples, 707150 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:55,273 : INFO : EPOCH 16 - PROGRESS: at 12.41% examples, 707724 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:56,281 : INFO : EPOCH 16 - PROGRESS: at 12.80% examples, 708247 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:57,289 : INFO : EPOCH 16 - PROGRESS: at 13.14% examples, 708396 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:58,305 : INFO : EPOCH 16 - PROGRESS: at 13.49% examples, 708902 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:38:59,321 : INFO : EPOCH 16 - PROGRESS: at 13.82% examples, 709425 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:00,326 : INFO : EPOCH 16 - PROGRESS: at 14.17% examples, 709873 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:01,328 : INFO : EPOCH 16 - PROGRESS: at 14.53% examples, 710492 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:02,342 : INFO : EPOCH 16 - PROGRESS: at 14.90% examples, 710825 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:39:03,356 : INFO : EPOCH 16 - PROGRESS: at 15.26% examples, 711380 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:04,364 : INFO : EPOCH 16 - PROGRESS: at 15.61% examples, 711922 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:05,372 : INFO : EPOCH 16 - PROGRESS: at 15.97% examples, 712315 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:06,382 : INFO : EPOCH 16 - PROGRESS: at 16.32% examples, 712840 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:07,396 : INFO : EPOCH 16 - PROGRESS: at 16.68% examples, 712846 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:08,412 : INFO : EPOCH 16 - PROGRESS: at 17.05% examples, 713165 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:09,423 : INFO : EPOCH 16 - PROGRESS: at 17.40% examples, 713772 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:39:10,431 : INFO : EPOCH 16 - PROGRESS: at 17.75% examples, 714119 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:11,437 : INFO : EPOCH 16 - PROGRESS: at 18.10% examples, 714339 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:12,439 : INFO : EPOCH 16 - PROGRESS: at 18.45% examples, 714546 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:13,461 : INFO : EPOCH 16 - PROGRESS: at 18.80% examples, 714639 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:14,465 : INFO : EPOCH 16 - PROGRESS: at 19.17% examples, 715009 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:15,466 : INFO : EPOCH 16 - PROGRESS: at 19.49% examples, 715314 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:16,471 : INFO : EPOCH 16 - PROGRESS: at 19.86% examples, 715460 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:17,484 : INFO : EPOCH 16 - PROGRESS: at 20.23% examples, 715576 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:18,485 : INFO : EPOCH 16 - PROGRESS: at 20.61% examples, 716052 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:19,489 : INFO : EPOCH 16 - PROGRESS: at 20.96% examples, 716185 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:20,492 : INFO : EPOCH 16 - PROGRESS: at 21.31% examples, 716341 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:21,499 : INFO : EPOCH 16 - PROGRESS: at 21.65% examples, 716680 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:22,509 : INFO : EPOCH 16 - PROGRESS: at 22.02% examples, 716818 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:23,511 : INFO : EPOCH 16 - PROGRESS: at 22.35% examples, 717024 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:24,518 : INFO : EPOCH 16 - PROGRESS: at 22.71% examples, 717187 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:25,522 : INFO : EPOCH 16 - PROGRESS: at 23.06% examples, 717264 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:26,531 : INFO : EPOCH 16 - PROGRESS: at 23.41% examples, 717430 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:27,532 : INFO : EPOCH 16 - PROGRESS: at 23.78% examples, 717659 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:28,542 : INFO : EPOCH 16 - PROGRESS: at 24.15% examples, 717751 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:29,549 : INFO : EPOCH 16 - PROGRESS: at 24.51% examples, 717886 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:30,555 : INFO : EPOCH 16 - PROGRESS: at 24.89% examples, 718115 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:31,571 : INFO : EPOCH 16 - PROGRESS: at 25.24% examples, 718328 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:32,572 : INFO : EPOCH 16 - PROGRESS: at 25.61% examples, 718491 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:33,572 : INFO : EPOCH 16 - PROGRESS: at 25.95% examples, 718451 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:34,576 : INFO : EPOCH 16 - PROGRESS: at 26.30% examples, 718522 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:35,579 : INFO : EPOCH 16 - PROGRESS: at 26.68% examples, 718584 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:39:36,582 : INFO : EPOCH 16 - PROGRESS: at 27.05% examples, 718700 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:37,583 : INFO : EPOCH 16 - PROGRESS: at 27.39% examples, 718736 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:38,584 : INFO : EPOCH 16 - PROGRESS: at 27.74% examples, 719022 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:39:39,595 : INFO : EPOCH 16 - PROGRESS: at 28.07% examples, 719208 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:40,608 : INFO : EPOCH 16 - PROGRESS: at 28.43% examples, 719406 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:41,620 : INFO : EPOCH 16 - PROGRESS: at 28.82% examples, 719428 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:42,633 : INFO : EPOCH 16 - PROGRESS: at 29.19% examples, 719584 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:43,645 : INFO : EPOCH 16 - PROGRESS: at 29.54% examples, 719684 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:44,648 : INFO : EPOCH 16 - PROGRESS: at 29.92% examples, 719797 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:45,653 : INFO : EPOCH 16 - PROGRESS: at 30.27% examples, 719837 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:39:46,659 : INFO : EPOCH 16 - PROGRESS: at 30.61% examples, 720073 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:47,661 : INFO : EPOCH 16 - PROGRESS: at 30.95% examples, 720247 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:48,662 : INFO : EPOCH 16 - PROGRESS: at 31.32% examples, 720428 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:49,663 : INFO : EPOCH 16 - PROGRESS: at 31.68% examples, 720470 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:50,682 : INFO : EPOCH 16 - PROGRESS: at 32.02% examples, 720567 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:51,685 : INFO : EPOCH 16 - PROGRESS: at 32.37% examples, 720732 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:52,687 : INFO : EPOCH 16 - PROGRESS: at 32.74% examples, 720765 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:53,694 : INFO : EPOCH 16 - PROGRESS: at 33.05% examples, 720141 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:54,702 : INFO : EPOCH 16 - PROGRESS: at 33.36% examples, 719536 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:39:55,706 : INFO : EPOCH 16 - PROGRESS: at 33.68% examples, 719025 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:56,714 : INFO : EPOCH 16 - PROGRESS: at 34.00% examples, 718524 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:57,723 : INFO : EPOCH 16 - PROGRESS: at 34.29% examples, 717923 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:58,737 : INFO : EPOCH 16 - PROGRESS: at 34.63% examples, 717384 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:39:59,743 : INFO : EPOCH 16 - PROGRESS: at 34.97% examples, 716852 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:00,751 : INFO : EPOCH 16 - PROGRESS: at 35.28% examples, 716227 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:40:01,758 : INFO : EPOCH 16 - PROGRESS: at 35.61% examples, 715781 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:02,759 : INFO : EPOCH 16 - PROGRESS: at 35.94% examples, 715283 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:03,778 : INFO : EPOCH 16 - PROGRESS: at 36.28% examples, 714693 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:04,790 : INFO : EPOCH 16 - PROGRESS: at 36.59% examples, 714258 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:05,792 : INFO : EPOCH 16 - PROGRESS: at 36.89% examples, 713681 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:40:06,793 : INFO : EPOCH 16 - PROGRESS: at 37.19% examples, 713273 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:40:07,799 : INFO : EPOCH 16 - PROGRESS: at 37.54% examples, 712806 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:08,802 : INFO : EPOCH 16 - PROGRESS: at 37.83% examples, 712373 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:09,804 : INFO : EPOCH 16 - PROGRESS: at 38.13% examples, 711880 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:10,814 : INFO : EPOCH 16 - PROGRESS: at 38.47% examples, 711453 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:11,830 : INFO : EPOCH 16 - PROGRESS: at 38.80% examples, 710983 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:12,842 : INFO : EPOCH 16 - PROGRESS: at 39.14% examples, 710541 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:40:13,863 : INFO : EPOCH 16 - PROGRESS: at 39.46% examples, 710096 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:14,899 : INFO : EPOCH 16 - PROGRESS: at 39.78% examples, 709661 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:15,901 : INFO : EPOCH 16 - PROGRESS: at 40.11% examples, 709203 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:40:16,910 : INFO : EPOCH 16 - PROGRESS: at 40.44% examples, 708779 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:17,919 : INFO : EPOCH 16 - PROGRESS: at 40.76% examples, 708492 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:18,932 : INFO : EPOCH 16 - PROGRESS: at 41.06% examples, 708126 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:19,944 : INFO : EPOCH 16 - PROGRESS: at 41.36% examples, 707768 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:20,957 : INFO : EPOCH 16 - PROGRESS: at 41.69% examples, 707450 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:21,962 : INFO : EPOCH 16 - PROGRESS: at 42.03% examples, 707104 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:22,971 : INFO : EPOCH 16 - PROGRESS: at 42.35% examples, 706661 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:40:23,975 : INFO : EPOCH 16 - PROGRESS: at 42.68% examples, 706067 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:24,981 : INFO : EPOCH 16 - PROGRESS: at 42.99% examples, 705805 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:25,988 : INFO : EPOCH 16 - PROGRESS: at 43.30% examples, 705506 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:26,996 : INFO : EPOCH 16 - PROGRESS: at 43.61% examples, 705176 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:27,999 : INFO : EPOCH 16 - PROGRESS: at 43.92% examples, 704884 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:29,007 : INFO : EPOCH 16 - PROGRESS: at 44.25% examples, 704474 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:30,015 : INFO : EPOCH 16 - PROGRESS: at 44.55% examples, 704150 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:31,022 : INFO : EPOCH 16 - PROGRESS: at 44.86% examples, 703855 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:32,027 : INFO : EPOCH 16 - PROGRESS: at 45.17% examples, 703486 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:33,033 : INFO : EPOCH 16 - PROGRESS: at 45.49% examples, 703128 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:34,044 : INFO : EPOCH 16 - PROGRESS: at 45.79% examples, 702803 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:35,049 : INFO : EPOCH 16 - PROGRESS: at 46.11% examples, 702495 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:40:36,051 : INFO : EPOCH 16 - PROGRESS: at 46.43% examples, 702214 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:37,053 : INFO : EPOCH 16 - PROGRESS: at 46.75% examples, 701892 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:38,073 : INFO : EPOCH 16 - PROGRESS: at 47.10% examples, 701532 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:39,075 : INFO : EPOCH 16 - PROGRESS: at 47.42% examples, 701276 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:40:40,088 : INFO : EPOCH 16 - PROGRESS: at 47.75% examples, 700975 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:41,090 : INFO : EPOCH 16 - PROGRESS: at 48.08% examples, 700734 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:42,106 : INFO : EPOCH 16 - PROGRESS: at 48.40% examples, 700390 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:43,115 : INFO : EPOCH 16 - PROGRESS: at 48.70% examples, 700100 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:44,115 : INFO : EPOCH 16 - PROGRESS: at 49.02% examples, 699957 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:45,116 : INFO : EPOCH 16 - PROGRESS: at 49.36% examples, 699661 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:46,128 : INFO : EPOCH 16 - PROGRESS: at 49.67% examples, 699316 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:47,129 : INFO : EPOCH 16 - PROGRESS: at 49.97% examples, 699182 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:48,133 : INFO : EPOCH 16 - PROGRESS: at 50.29% examples, 698897 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:49,139 : INFO : EPOCH 16 - PROGRESS: at 50.61% examples, 698694 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:50,145 : INFO : EPOCH 16 - PROGRESS: at 50.97% examples, 698409 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:51,158 : INFO : EPOCH 16 - PROGRESS: at 51.30% examples, 698136 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:52,158 : INFO : EPOCH 16 - PROGRESS: at 51.63% examples, 697897 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:53,174 : INFO : EPOCH 16 - PROGRESS: at 51.94% examples, 697583 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:54,177 : INFO : EPOCH 16 - PROGRESS: at 52.25% examples, 697421 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:55,178 : INFO : EPOCH 16 - PROGRESS: at 52.57% examples, 697205 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:56,190 : INFO : EPOCH 16 - PROGRESS: at 52.91% examples, 696965 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:57,193 : INFO : EPOCH 16 - PROGRESS: at 53.23% examples, 696804 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:40:58,198 : INFO : EPOCH 16 - PROGRESS: at 53.54% examples, 696543 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:40:59,211 : INFO : EPOCH 16 - PROGRESS: at 53.85% examples, 696240 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:00,213 : INFO : EPOCH 16 - PROGRESS: at 54.17% examples, 695806 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:01,217 : INFO : EPOCH 16 - PROGRESS: at 54.49% examples, 695392 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:02,221 : INFO : EPOCH 16 - PROGRESS: at 54.82% examples, 694940 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:03,231 : INFO : EPOCH 16 - PROGRESS: at 55.14% examples, 694556 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:04,239 : INFO : EPOCH 16 - PROGRESS: at 55.42% examples, 693662 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:05,244 : INFO : EPOCH 16 - PROGRESS: at 55.71% examples, 693381 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:06,246 : INFO : EPOCH 16 - PROGRESS: at 56.10% examples, 693580 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:07,256 : INFO : EPOCH 16 - PROGRESS: at 56.48% examples, 693746 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:08,266 : INFO : EPOCH 16 - PROGRESS: at 56.82% examples, 693939 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:09,282 : INFO : EPOCH 16 - PROGRESS: at 57.17% examples, 694128 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:10,293 : INFO : EPOCH 16 - PROGRESS: at 57.52% examples, 694415 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:11,296 : INFO : EPOCH 16 - PROGRESS: at 57.90% examples, 694674 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:12,301 : INFO : EPOCH 16 - PROGRESS: at 58.25% examples, 694907 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:13,304 : INFO : EPOCH 16 - PROGRESS: at 58.61% examples, 695097 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:14,328 : INFO : EPOCH 16 - PROGRESS: at 58.97% examples, 695276 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:15,341 : INFO : EPOCH 16 - PROGRESS: at 59.32% examples, 695477 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:16,350 : INFO : EPOCH 16 - PROGRESS: at 59.68% examples, 695654 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:17,356 : INFO : EPOCH 16 - PROGRESS: at 59.99% examples, 695902 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:18,359 : INFO : EPOCH 16 - PROGRESS: at 60.35% examples, 696116 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:19,374 : INFO : EPOCH 16 - PROGRESS: at 60.71% examples, 696255 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:41:20,375 : INFO : EPOCH 16 - PROGRESS: at 61.06% examples, 696438 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:21,383 : INFO : EPOCH 16 - PROGRESS: at 61.43% examples, 696591 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:22,391 : INFO : EPOCH 16 - PROGRESS: at 61.77% examples, 696763 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:23,396 : INFO : EPOCH 16 - PROGRESS: at 62.13% examples, 696948 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:24,406 : INFO : EPOCH 16 - PROGRESS: at 62.48% examples, 697090 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:25,413 : INFO : EPOCH 16 - PROGRESS: at 62.82% examples, 697262 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:26,421 : INFO : EPOCH 16 - PROGRESS: at 63.15% examples, 697429 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:27,431 : INFO : EPOCH 16 - PROGRESS: at 63.47% examples, 697612 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:28,443 : INFO : EPOCH 16 - PROGRESS: at 63.81% examples, 697784 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:29,464 : INFO : EPOCH 16 - PROGRESS: at 64.15% examples, 697968 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:41:30,467 : INFO : EPOCH 16 - PROGRESS: at 64.51% examples, 698196 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:31,476 : INFO : EPOCH 16 - PROGRESS: at 64.90% examples, 698281 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:41:32,479 : INFO : EPOCH 16 - PROGRESS: at 65.27% examples, 698429 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:33,484 : INFO : EPOCH 16 - PROGRESS: at 65.63% examples, 698577 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:41:34,488 : INFO : EPOCH 16 - PROGRESS: at 65.99% examples, 698751 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:35,489 : INFO : EPOCH 16 - PROGRESS: at 66.33% examples, 698884 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:41:36,489 : INFO : EPOCH 16 - PROGRESS: at 66.69% examples, 699097 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:37,491 : INFO : EPOCH 16 - PROGRESS: at 67.05% examples, 699275 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:38,495 : INFO : EPOCH 16 - PROGRESS: at 67.42% examples, 699445 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:39,497 : INFO : EPOCH 16 - PROGRESS: at 67.77% examples, 699594 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:40,509 : INFO : EPOCH 16 - PROGRESS: at 68.13% examples, 699736 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:41,527 : INFO : EPOCH 16 - PROGRESS: at 68.50% examples, 699803 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:42,542 : INFO : EPOCH 16 - PROGRESS: at 68.85% examples, 699922 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:43,547 : INFO : EPOCH 16 - PROGRESS: at 69.22% examples, 700109 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:44,548 : INFO : EPOCH 16 - PROGRESS: at 69.55% examples, 700246 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:45,550 : INFO : EPOCH 16 - PROGRESS: at 69.90% examples, 700388 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:46,554 : INFO : EPOCH 16 - PROGRESS: at 70.26% examples, 700463 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:47,555 : INFO : EPOCH 16 - PROGRESS: at 70.61% examples, 700631 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:41:48,558 : INFO : EPOCH 16 - PROGRESS: at 70.97% examples, 700796 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:49,559 : INFO : EPOCH 16 - PROGRESS: at 71.33% examples, 700903 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:50,564 : INFO : EPOCH 16 - PROGRESS: at 71.69% examples, 701012 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:51,565 : INFO : EPOCH 16 - PROGRESS: at 72.06% examples, 701140 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:52,565 : INFO : EPOCH 16 - PROGRESS: at 72.39% examples, 701332 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:53,568 : INFO : EPOCH 16 - PROGRESS: at 72.74% examples, 701398 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:54,571 : INFO : EPOCH 16 - PROGRESS: at 73.12% examples, 701589 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:41:55,575 : INFO : EPOCH 16 - PROGRESS: at 73.50% examples, 701673 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:41:56,579 : INFO : EPOCH 16 - PROGRESS: at 73.85% examples, 701824 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:57,579 : INFO : EPOCH 16 - PROGRESS: at 74.21% examples, 701871 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:58,596 : INFO : EPOCH 16 - PROGRESS: at 74.58% examples, 701989 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:41:59,602 : INFO : EPOCH 16 - PROGRESS: at 74.93% examples, 702056 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:00,610 : INFO : EPOCH 16 - PROGRESS: at 75.26% examples, 702215 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:01,627 : INFO : EPOCH 16 - PROGRESS: at 75.61% examples, 702357 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:02,643 : INFO : EPOCH 16 - PROGRESS: at 75.93% examples, 702497 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:03,645 : INFO : EPOCH 16 - PROGRESS: at 76.31% examples, 702649 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:04,648 : INFO : EPOCH 16 - PROGRESS: at 76.66% examples, 702748 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:05,650 : INFO : EPOCH 16 - PROGRESS: at 77.03% examples, 702920 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:06,651 : INFO : EPOCH 16 - PROGRESS: at 77.37% examples, 703036 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:07,655 : INFO : EPOCH 16 - PROGRESS: at 77.72% examples, 703100 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:08,673 : INFO : EPOCH 16 - PROGRESS: at 78.10% examples, 703249 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:09,676 : INFO : EPOCH 16 - PROGRESS: at 78.44% examples, 703371 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:42:10,682 : INFO : EPOCH 16 - PROGRESS: at 78.78% examples, 703502 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:11,688 : INFO : EPOCH 16 - PROGRESS: at 79.12% examples, 703577 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:12,696 : INFO : EPOCH 16 - PROGRESS: at 79.45% examples, 703692 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:13,720 : INFO : EPOCH 16 - PROGRESS: at 79.81% examples, 703822 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:42:14,730 : INFO : EPOCH 16 - PROGRESS: at 80.17% examples, 703937 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:15,734 : INFO : EPOCH 16 - PROGRESS: at 80.51% examples, 704062 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:16,736 : INFO : EPOCH 16 - PROGRESS: at 80.87% examples, 704145 words/s, in_qsize 8, out_qsize 1
2020-07-24 19:42:17,753 : INFO : EPOCH 16 - PROGRESS: at 81.24% examples, 704247 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:18,753 : INFO : EPOCH 16 - PROGRESS: at 81.59% examples, 704414 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:19,754 : INFO : EPOCH 16 - PROGRESS: at 81.93% examples, 704550 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:20,765 : INFO : EPOCH 16 - PROGRESS: at 82.29% examples, 704646 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:21,768 : INFO : EPOCH 16 - PROGRESS: at 82.66% examples, 704770 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:22,782 : INFO : EPOCH 16 - PROGRESS: at 83.01% examples, 704818 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:42:23,784 : INFO : EPOCH 16 - PROGRESS: at 83.37% examples, 704960 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:24,794 : INFO : EPOCH 16 - PROGRESS: at 83.72% examples, 705067 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:25,805 : INFO : EPOCH 16 - PROGRESS: at 84.09% examples, 705146 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:26,807 : INFO : EPOCH 16 - PROGRESS: at 84.44% examples, 705266 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:27,814 : INFO : EPOCH 16 - PROGRESS: at 84.77% examples, 705326 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:28,817 : INFO : EPOCH 16 - PROGRESS: at 85.15% examples, 705428 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:29,823 : INFO : EPOCH 16 - PROGRESS: at 85.50% examples, 705555 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:30,838 : INFO : EPOCH 16 - PROGRESS: at 85.86% examples, 705652 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:31,840 : INFO : EPOCH 16 - PROGRESS: at 86.22% examples, 705769 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:32,857 : INFO : EPOCH 16 - PROGRESS: at 86.60% examples, 705824 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:33,858 : INFO : EPOCH 16 - PROGRESS: at 86.95% examples, 705887 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:42:34,863 : INFO : EPOCH 16 - PROGRESS: at 87.31% examples, 705984 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:35,868 : INFO : EPOCH 16 - PROGRESS: at 87.64% examples, 706087 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:36,875 : INFO : EPOCH 16 - PROGRESS: at 88.00% examples, 706175 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:42:37,879 : INFO : EPOCH 16 - PROGRESS: at 88.33% examples, 706242 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:38,888 : INFO : EPOCH 16 - PROGRESS: at 88.71% examples, 706385 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:39,902 : INFO : EPOCH 16 - PROGRESS: at 89.06% examples, 706427 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:40,904 : INFO : EPOCH 16 - PROGRESS: at 89.42% examples, 706513 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:41,906 : INFO : EPOCH 16 - PROGRESS: at 89.79% examples, 706590 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:42,909 : INFO : EPOCH 16 - PROGRESS: at 90.13% examples, 706695 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:43,913 : INFO : EPOCH 16 - PROGRESS: at 90.49% examples, 706766 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:44,917 : INFO : EPOCH 16 - PROGRESS: at 90.85% examples, 706837 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:45,918 : INFO : EPOCH 16 - PROGRESS: at 91.19% examples, 706961 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:46,918 : INFO : EPOCH 16 - PROGRESS: at 91.55% examples, 706986 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:47,920 : INFO : EPOCH 16 - PROGRESS: at 91.90% examples, 707051 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:48,930 : INFO : EPOCH 16 - PROGRESS: at 92.25% examples, 707130 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:49,936 : INFO : EPOCH 16 - PROGRESS: at 92.61% examples, 707220 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:50,937 : INFO : EPOCH 16 - PROGRESS: at 92.98% examples, 707269 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:51,938 : INFO : EPOCH 16 - PROGRESS: at 93.32% examples, 707362 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:52,950 : INFO : EPOCH 16 - PROGRESS: at 93.67% examples, 707435 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:53,950 : INFO : EPOCH 16 - PROGRESS: at 94.03% examples, 707567 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:54,957 : INFO : EPOCH 16 - PROGRESS: at 94.38% examples, 707607 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:55,963 : INFO : EPOCH 16 - PROGRESS: at 94.74% examples, 707701 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:56,964 : INFO : EPOCH 16 - PROGRESS: at 95.11% examples, 707768 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:57,981 : INFO : EPOCH 16 - PROGRESS: at 95.47% examples, 707819 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:42:58,997 : INFO : EPOCH 16 - PROGRESS: at 95.81% examples, 707859 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:00,000 : INFO : EPOCH 16 - PROGRESS: at 96.17% examples, 707937 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:01,005 : INFO : EPOCH 16 - PROGRESS: at 96.54% examples, 708012 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:02,006 : INFO : EPOCH 16 - PROGRESS: at 96.89% examples, 708106 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:03,012 : INFO : EPOCH 16 - PROGRESS: at 97.23% examples, 708181 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:43:04,012 : INFO : EPOCH 16 - PROGRESS: at 97.59% examples, 708269 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:05,018 : INFO : EPOCH 16 - PROGRESS: at 97.92% examples, 708330 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:06,026 : INFO : EPOCH 16 - PROGRESS: at 98.28% examples, 708423 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:07,029 : INFO : EPOCH 16 - PROGRESS: at 98.66% examples, 708499 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:08,035 : INFO : EPOCH 16 - PROGRESS: at 99.03% examples, 708563 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:09,036 : INFO : EPOCH 16 - PROGRESS: at 99.41% examples, 708661 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:10,040 : INFO : EPOCH 16 - PROGRESS: at 99.74% examples, 708713 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:10,696 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 19:43:10,710 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 19:43:10,712 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 19:43:10,718 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 19:43:10,719 : INFO : EPOCH - 16 : training on 265957053 raw words (206774552 effective words) took 291.7s, 708775 effective words/s
2020-07-24 19:43:11,730 : INFO : EPOCH 17 - PROGRESS: at 0.33% examples, 709063 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:12,751 : INFO : EPOCH 17 - PROGRESS: at 0.72% examples, 713176 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:43:13,755 : INFO : EPOCH 17 - PROGRESS: at 1.06% examples, 718521 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:14,766 : INFO : EPOCH 17 - PROGRESS: at 1.42% examples, 719747 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:15,780 : INFO : EPOCH 17 - PROGRESS: at 1.79% examples, 721459 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:43:16,784 : INFO : EPOCH 17 - PROGRESS: at 2.13% examples, 722500 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:17,789 : INFO : EPOCH 17 - PROGRESS: at 2.46% examples, 723204 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:18,797 : INFO : EPOCH 17 - PROGRESS: at 2.82% examples, 722580 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:19,802 : INFO : EPOCH 17 - PROGRESS: at 3.18% examples, 723643 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:20,812 : INFO : EPOCH 17 - PROGRESS: at 3.53% examples, 725261 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:21,812 : INFO : EPOCH 17 - PROGRESS: at 3.89% examples, 724323 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:43:22,818 : INFO : EPOCH 17 - PROGRESS: at 4.24% examples, 724733 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:23,818 : INFO : EPOCH 17 - PROGRESS: at 4.58% examples, 725211 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:24,824 : INFO : EPOCH 17 - PROGRESS: at 4.94% examples, 725272 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:25,827 : INFO : EPOCH 17 - PROGRESS: at 5.31% examples, 725841 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:26,830 : INFO : EPOCH 17 - PROGRESS: at 5.70% examples, 724935 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:27,832 : INFO : EPOCH 17 - PROGRESS: at 6.06% examples, 725276 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:28,843 : INFO : EPOCH 17 - PROGRESS: at 6.41% examples, 725237 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:29,847 : INFO : EPOCH 17 - PROGRESS: at 6.75% examples, 725074 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:30,855 : INFO : EPOCH 17 - PROGRESS: at 7.10% examples, 725523 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:31,860 : INFO : EPOCH 17 - PROGRESS: at 7.44% examples, 725549 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:32,862 : INFO : EPOCH 17 - PROGRESS: at 7.79% examples, 725209 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:33,866 : INFO : EPOCH 17 - PROGRESS: at 8.14% examples, 725265 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:34,884 : INFO : EPOCH 17 - PROGRESS: at 8.51% examples, 725213 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:35,893 : INFO : EPOCH 17 - PROGRESS: at 8.85% examples, 725032 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:36,904 : INFO : EPOCH 17 - PROGRESS: at 9.22% examples, 725126 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:37,906 : INFO : EPOCH 17 - PROGRESS: at 9.58% examples, 725589 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:38,909 : INFO : EPOCH 17 - PROGRESS: at 9.92% examples, 725414 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:39,911 : INFO : EPOCH 17 - PROGRESS: at 10.27% examples, 724414 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:40,935 : INFO : EPOCH 17 - PROGRESS: at 10.61% examples, 723642 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:41,935 : INFO : EPOCH 17 - PROGRESS: at 10.95% examples, 723010 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:42,939 : INFO : EPOCH 17 - PROGRESS: at 11.25% examples, 722148 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:43,941 : INFO : EPOCH 17 - PROGRESS: at 11.54% examples, 719153 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:44,951 : INFO : EPOCH 17 - PROGRESS: at 11.82% examples, 715306 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:45,961 : INFO : EPOCH 17 - PROGRESS: at 12.18% examples, 715164 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:43:46,970 : INFO : EPOCH 17 - PROGRESS: at 12.54% examples, 715802 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:47,973 : INFO : EPOCH 17 - PROGRESS: at 12.94% examples, 716158 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:48,976 : INFO : EPOCH 17 - PROGRESS: at 13.27% examples, 716494 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:49,978 : INFO : EPOCH 17 - PROGRESS: at 13.60% examples, 716672 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:43:50,980 : INFO : EPOCH 17 - PROGRESS: at 13.93% examples, 716795 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:51,988 : INFO : EPOCH 17 - PROGRESS: at 14.29% examples, 717405 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:53,011 : INFO : EPOCH 17 - PROGRESS: at 14.65% examples, 717186 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:54,011 : INFO : EPOCH 17 - PROGRESS: at 15.01% examples, 717396 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:55,017 : INFO : EPOCH 17 - PROGRESS: at 15.36% examples, 717389 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:56,019 : INFO : EPOCH 17 - PROGRESS: at 15.71% examples, 717644 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:57,039 : INFO : EPOCH 17 - PROGRESS: at 16.05% examples, 717849 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:58,042 : INFO : EPOCH 17 - PROGRESS: at 16.41% examples, 718059 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:43:59,050 : INFO : EPOCH 17 - PROGRESS: at 16.77% examples, 718150 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:00,070 : INFO : EPOCH 17 - PROGRESS: at 17.14% examples, 718143 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:01,078 : INFO : EPOCH 17 - PROGRESS: at 17.48% examples, 718527 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:02,088 : INFO : EPOCH 17 - PROGRESS: at 17.84% examples, 718864 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:03,095 : INFO : EPOCH 17 - PROGRESS: at 18.17% examples, 719150 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:04,114 : INFO : EPOCH 17 - PROGRESS: at 18.54% examples, 719148 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:05,125 : INFO : EPOCH 17 - PROGRESS: at 18.90% examples, 719253 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:06,130 : INFO : EPOCH 17 - PROGRESS: at 19.25% examples, 719447 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:07,141 : INFO : EPOCH 17 - PROGRESS: at 19.59% examples, 719437 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:08,144 : INFO : EPOCH 17 - PROGRESS: at 19.94% examples, 719040 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:09,150 : INFO : EPOCH 17 - PROGRESS: at 20.28% examples, 718092 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:44:10,162 : INFO : EPOCH 17 - PROGRESS: at 20.61% examples, 717081 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:44:11,165 : INFO : EPOCH 17 - PROGRESS: at 20.94% examples, 716264 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:12,173 : INFO : EPOCH 17 - PROGRESS: at 21.27% examples, 715472 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:13,183 : INFO : EPOCH 17 - PROGRESS: at 21.58% examples, 714739 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:44:14,191 : INFO : EPOCH 17 - PROGRESS: at 21.89% examples, 713870 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:15,199 : INFO : EPOCH 17 - PROGRESS: at 22.22% examples, 712921 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:16,208 : INFO : EPOCH 17 - PROGRESS: at 22.55% examples, 712148 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:17,224 : INFO : EPOCH 17 - PROGRESS: at 22.86% examples, 711376 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:18,229 : INFO : EPOCH 17 - PROGRESS: at 23.17% examples, 710593 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:19,234 : INFO : EPOCH 17 - PROGRESS: at 23.50% examples, 709902 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:20,248 : INFO : EPOCH 17 - PROGRESS: at 23.82% examples, 709090 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:21,250 : INFO : EPOCH 17 - PROGRESS: at 24.17% examples, 708514 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:44:22,256 : INFO : EPOCH 17 - PROGRESS: at 24.49% examples, 707704 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:23,260 : INFO : EPOCH 17 - PROGRESS: at 24.83% examples, 707000 words/s, in_qsize 8, out_qsize 1
2020-07-24 19:44:24,272 : INFO : EPOCH 17 - PROGRESS: at 25.15% examples, 706368 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:25,273 : INFO : EPOCH 17 - PROGRESS: at 25.47% examples, 705727 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:26,294 : INFO : EPOCH 17 - PROGRESS: at 25.80% examples, 705089 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:27,302 : INFO : EPOCH 17 - PROGRESS: at 26.13% examples, 704611 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:28,304 : INFO : EPOCH 17 - PROGRESS: at 26.45% examples, 704030 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:29,317 : INFO : EPOCH 17 - PROGRESS: at 26.79% examples, 703447 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:30,329 : INFO : EPOCH 17 - PROGRESS: at 27.14% examples, 702783 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:31,346 : INFO : EPOCH 17 - PROGRESS: at 27.44% examples, 702399 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:32,350 : INFO : EPOCH 17 - PROGRESS: at 27.77% examples, 701788 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:33,351 : INFO : EPOCH 17 - PROGRESS: at 28.07% examples, 701517 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:34,353 : INFO : EPOCH 17 - PROGRESS: at 28.39% examples, 701019 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:35,367 : INFO : EPOCH 17 - PROGRESS: at 28.75% examples, 700454 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:44:36,369 : INFO : EPOCH 17 - PROGRESS: at 29.06% examples, 699936 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:37,389 : INFO : EPOCH 17 - PROGRESS: at 29.38% examples, 699456 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:38,390 : INFO : EPOCH 17 - PROGRESS: at 29.74% examples, 699067 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:39,410 : INFO : EPOCH 17 - PROGRESS: at 30.08% examples, 698588 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:40,429 : INFO : EPOCH 17 - PROGRESS: at 30.38% examples, 698258 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:41,430 : INFO : EPOCH 17 - PROGRESS: at 30.69% examples, 697972 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:42,434 : INFO : EPOCH 17 - PROGRESS: at 31.00% examples, 697708 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:43,436 : INFO : EPOCH 17 - PROGRESS: at 31.33% examples, 697294 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:44,452 : INFO : EPOCH 17 - PROGRESS: at 31.67% examples, 696769 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:45,453 : INFO : EPOCH 17 - PROGRESS: at 31.97% examples, 696481 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:46,456 : INFO : EPOCH 17 - PROGRESS: at 32.29% examples, 696001 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:47,464 : INFO : EPOCH 17 - PROGRESS: at 32.61% examples, 695595 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:48,465 : INFO : EPOCH 17 - PROGRESS: at 32.93% examples, 695299 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:44:49,467 : INFO : EPOCH 17 - PROGRESS: at 33.23% examples, 694914 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:50,486 : INFO : EPOCH 17 - PROGRESS: at 33.56% examples, 694550 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:51,493 : INFO : EPOCH 17 - PROGRESS: at 33.87% examples, 694272 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:52,497 : INFO : EPOCH 17 - PROGRESS: at 34.17% examples, 693960 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:44:53,498 : INFO : EPOCH 17 - PROGRESS: at 34.48% examples, 693553 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:54,507 : INFO : EPOCH 17 - PROGRESS: at 34.81% examples, 693297 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:55,511 : INFO : EPOCH 17 - PROGRESS: at 35.14% examples, 692873 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:56,517 : INFO : EPOCH 17 - PROGRESS: at 35.46% examples, 692571 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:44:57,520 : INFO : EPOCH 17 - PROGRESS: at 35.78% examples, 692308 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:58,529 : INFO : EPOCH 17 - PROGRESS: at 36.13% examples, 692004 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:44:59,555 : INFO : EPOCH 17 - PROGRESS: at 36.44% examples, 691628 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:45:00,577 : INFO : EPOCH 17 - PROGRESS: at 36.75% examples, 691337 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:01,581 : INFO : EPOCH 17 - PROGRESS: at 37.08% examples, 691227 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:02,582 : INFO : EPOCH 17 - PROGRESS: at 37.38% examples, 690951 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:03,589 : INFO : EPOCH 17 - PROGRESS: at 37.70% examples, 690626 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:04,593 : INFO : EPOCH 17 - PROGRESS: at 38.00% examples, 690436 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:05,593 : INFO : EPOCH 17 - PROGRESS: at 38.34% examples, 690104 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:06,596 : INFO : EPOCH 17 - PROGRESS: at 38.66% examples, 689872 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:07,599 : INFO : EPOCH 17 - PROGRESS: at 39.00% examples, 689539 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:08,623 : INFO : EPOCH 17 - PROGRESS: at 39.31% examples, 689297 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:09,633 : INFO : EPOCH 17 - PROGRESS: at 39.64% examples, 689045 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:10,644 : INFO : EPOCH 17 - PROGRESS: at 39.96% examples, 688767 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:11,645 : INFO : EPOCH 17 - PROGRESS: at 40.28% examples, 688525 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:12,645 : INFO : EPOCH 17 - PROGRESS: at 40.60% examples, 688363 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:13,652 : INFO : EPOCH 17 - PROGRESS: at 40.90% examples, 688130 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:14,653 : INFO : EPOCH 17 - PROGRESS: at 41.20% examples, 687892 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:15,660 : INFO : EPOCH 17 - PROGRESS: at 41.51% examples, 687646 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:16,665 : INFO : EPOCH 17 - PROGRESS: at 41.84% examples, 687440 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:45:17,675 : INFO : EPOCH 17 - PROGRESS: at 42.15% examples, 687178 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:18,684 : INFO : EPOCH 17 - PROGRESS: at 42.48% examples, 686893 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:19,687 : INFO : EPOCH 17 - PROGRESS: at 42.82% examples, 686599 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:20,700 : INFO : EPOCH 17 - PROGRESS: at 43.11% examples, 686419 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:21,702 : INFO : EPOCH 17 - PROGRESS: at 43.43% examples, 686262 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:22,718 : INFO : EPOCH 17 - PROGRESS: at 43.75% examples, 686082 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:23,722 : INFO : EPOCH 17 - PROGRESS: at 44.07% examples, 685991 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:24,731 : INFO : EPOCH 17 - PROGRESS: at 44.39% examples, 685701 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:25,747 : INFO : EPOCH 17 - PROGRESS: at 44.67% examples, 685555 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:26,751 : INFO : EPOCH 17 - PROGRESS: at 45.00% examples, 685337 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:27,752 : INFO : EPOCH 17 - PROGRESS: at 45.31% examples, 685144 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:45:28,753 : INFO : EPOCH 17 - PROGRESS: at 45.60% examples, 685033 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:29,756 : INFO : EPOCH 17 - PROGRESS: at 45.94% examples, 684846 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:30,771 : INFO : EPOCH 17 - PROGRESS: at 46.24% examples, 684606 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:31,782 : INFO : EPOCH 17 - PROGRESS: at 46.57% examples, 684468 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:45:32,784 : INFO : EPOCH 17 - PROGRESS: at 46.90% examples, 684224 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:33,801 : INFO : EPOCH 17 - PROGRESS: at 47.24% examples, 684034 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:45:34,806 : INFO : EPOCH 17 - PROGRESS: at 47.55% examples, 683955 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:35,812 : INFO : EPOCH 17 - PROGRESS: at 47.90% examples, 683712 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:36,819 : INFO : EPOCH 17 - PROGRESS: at 48.22% examples, 683551 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:37,830 : INFO : EPOCH 17 - PROGRESS: at 48.52% examples, 683404 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:38,833 : INFO : EPOCH 17 - PROGRESS: at 48.82% examples, 683280 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:39,840 : INFO : EPOCH 17 - PROGRESS: at 49.16% examples, 683128 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:40,844 : INFO : EPOCH 17 - PROGRESS: at 49.50% examples, 682956 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:41,857 : INFO : EPOCH 17 - PROGRESS: at 49.80% examples, 682823 words/s, in_qsize 8, out_qsize 1
2020-07-24 19:45:42,866 : INFO : EPOCH 17 - PROGRESS: at 50.10% examples, 682706 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:43,868 : INFO : EPOCH 17 - PROGRESS: at 50.42% examples, 682619 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:44,877 : INFO : EPOCH 17 - PROGRESS: at 50.75% examples, 682435 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:45,883 : INFO : EPOCH 17 - PROGRESS: at 51.11% examples, 682143 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:46,900 : INFO : EPOCH 17 - PROGRESS: at 51.43% examples, 681945 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:45:47,907 : INFO : EPOCH 17 - PROGRESS: at 51.75% examples, 681877 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:48,908 : INFO : EPOCH 17 - PROGRESS: at 52.06% examples, 681671 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:49,921 : INFO : EPOCH 17 - PROGRESS: at 52.38% examples, 681563 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:45:50,922 : INFO : EPOCH 17 - PROGRESS: at 52.70% examples, 681428 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:51,927 : INFO : EPOCH 17 - PROGRESS: at 53.04% examples, 681281 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:52,929 : INFO : EPOCH 17 - PROGRESS: at 53.33% examples, 681127 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:53,932 : INFO : EPOCH 17 - PROGRESS: at 53.65% examples, 681045 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:54,939 : INFO : EPOCH 17 - PROGRESS: at 53.98% examples, 680922 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:55,941 : INFO : EPOCH 17 - PROGRESS: at 54.30% examples, 680822 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:56,949 : INFO : EPOCH 17 - PROGRESS: at 54.65% examples, 680667 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:57,951 : INFO : EPOCH 17 - PROGRESS: at 54.99% examples, 680501 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:58,960 : INFO : EPOCH 17 - PROGRESS: at 55.33% examples, 680340 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:45:59,974 : INFO : EPOCH 17 - PROGRESS: at 55.63% examples, 680245 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:00,991 : INFO : EPOCH 17 - PROGRESS: at 55.99% examples, 680050 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:02,005 : INFO : EPOCH 17 - PROGRESS: at 56.32% examples, 679888 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:46:03,010 : INFO : EPOCH 17 - PROGRESS: at 56.65% examples, 679831 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:04,030 : INFO : EPOCH 17 - PROGRESS: at 56.96% examples, 679700 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:05,040 : INFO : EPOCH 17 - PROGRESS: at 57.28% examples, 679580 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:06,040 : INFO : EPOCH 17 - PROGRESS: at 57.61% examples, 679506 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:07,043 : INFO : EPOCH 17 - PROGRESS: at 57.94% examples, 679332 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:08,047 : INFO : EPOCH 17 - PROGRESS: at 58.26% examples, 679299 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:09,076 : INFO : EPOCH 17 - PROGRESS: at 58.59% examples, 679154 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:10,093 : INFO : EPOCH 17 - PROGRESS: at 58.91% examples, 679083 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:11,110 : INFO : EPOCH 17 - PROGRESS: at 59.24% examples, 678935 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:12,119 : INFO : EPOCH 17 - PROGRESS: at 59.57% examples, 678875 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:13,122 : INFO : EPOCH 17 - PROGRESS: at 59.86% examples, 678828 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:14,126 : INFO : EPOCH 17 - PROGRESS: at 60.16% examples, 678664 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:46:15,144 : INFO : EPOCH 17 - PROGRESS: at 60.50% examples, 678624 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:46:16,158 : INFO : EPOCH 17 - PROGRESS: at 60.80% examples, 678520 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:17,162 : INFO : EPOCH 17 - PROGRESS: at 61.14% examples, 678451 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:18,170 : INFO : EPOCH 17 - PROGRESS: at 61.47% examples, 678339 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:19,182 : INFO : EPOCH 17 - PROGRESS: at 61.78% examples, 678199 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:46:20,190 : INFO : EPOCH 17 - PROGRESS: at 62.09% examples, 677989 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:21,193 : INFO : EPOCH 17 - PROGRESS: at 62.39% examples, 677769 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:22,200 : INFO : EPOCH 17 - PROGRESS: at 62.69% examples, 677486 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:23,201 : INFO : EPOCH 17 - PROGRESS: at 62.97% examples, 677250 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:24,203 : INFO : EPOCH 17 - PROGRESS: at 63.23% examples, 676846 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:25,219 : INFO : EPOCH 17 - PROGRESS: at 63.51% examples, 676307 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:26,219 : INFO : EPOCH 17 - PROGRESS: at 63.82% examples, 676392 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:27,231 : INFO : EPOCH 17 - PROGRESS: at 64.17% examples, 676710 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:28,235 : INFO : EPOCH 17 - PROGRESS: at 64.52% examples, 676975 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:29,258 : INFO : EPOCH 17 - PROGRESS: at 64.91% examples, 677165 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:46:30,268 : INFO : EPOCH 17 - PROGRESS: at 65.28% examples, 677386 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:31,281 : INFO : EPOCH 17 - PROGRESS: at 65.64% examples, 677593 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:32,282 : INFO : EPOCH 17 - PROGRESS: at 66.00% examples, 677862 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:33,286 : INFO : EPOCH 17 - PROGRESS: at 66.35% examples, 678107 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:34,290 : INFO : EPOCH 17 - PROGRESS: at 66.70% examples, 678334 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:35,306 : INFO : EPOCH 17 - PROGRESS: at 67.06% examples, 678592 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:36,309 : INFO : EPOCH 17 - PROGRESS: at 67.43% examples, 678903 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:37,324 : INFO : EPOCH 17 - PROGRESS: at 67.79% examples, 679137 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:38,352 : INFO : EPOCH 17 - PROGRESS: at 68.15% examples, 679347 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:39,355 : INFO : EPOCH 17 - PROGRESS: at 68.52% examples, 679583 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:40,357 : INFO : EPOCH 17 - PROGRESS: at 68.86% examples, 679778 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:41,372 : INFO : EPOCH 17 - PROGRESS: at 69.23% examples, 679970 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:42,372 : INFO : EPOCH 17 - PROGRESS: at 69.55% examples, 680249 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:43,380 : INFO : EPOCH 17 - PROGRESS: at 69.91% examples, 680450 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:44,389 : INFO : EPOCH 17 - PROGRESS: at 70.27% examples, 680675 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:45,389 : INFO : EPOCH 17 - PROGRESS: at 70.62% examples, 680936 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:46:46,395 : INFO : EPOCH 17 - PROGRESS: at 70.98% examples, 681105 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:47,396 : INFO : EPOCH 17 - PROGRESS: at 71.34% examples, 681341 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:48,407 : INFO : EPOCH 17 - PROGRESS: at 71.71% examples, 681535 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:49,409 : INFO : EPOCH 17 - PROGRESS: at 72.07% examples, 681697 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:50,411 : INFO : EPOCH 17 - PROGRESS: at 72.39% examples, 681879 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:51,427 : INFO : EPOCH 17 - PROGRESS: at 72.75% examples, 682078 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:52,448 : INFO : EPOCH 17 - PROGRESS: at 73.13% examples, 682249 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:53,462 : INFO : EPOCH 17 - PROGRESS: at 73.51% examples, 682480 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:46:54,466 : INFO : EPOCH 17 - PROGRESS: at 73.86% examples, 682655 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:55,472 : INFO : EPOCH 17 - PROGRESS: at 74.22% examples, 682833 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:56,495 : INFO : EPOCH 17 - PROGRESS: at 74.59% examples, 682982 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:57,496 : INFO : EPOCH 17 - PROGRESS: at 74.95% examples, 683218 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:46:58,499 : INFO : EPOCH 17 - PROGRESS: at 75.28% examples, 683406 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:46:59,502 : INFO : EPOCH 17 - PROGRESS: at 75.63% examples, 683633 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:00,507 : INFO : EPOCH 17 - PROGRESS: at 75.93% examples, 683826 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:01,509 : INFO : EPOCH 17 - PROGRESS: at 76.31% examples, 683986 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:47:02,528 : INFO : EPOCH 17 - PROGRESS: at 76.67% examples, 684212 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:03,532 : INFO : EPOCH 17 - PROGRESS: at 77.03% examples, 684414 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:47:04,537 : INFO : EPOCH 17 - PROGRESS: at 77.37% examples, 684646 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:05,537 : INFO : EPOCH 17 - PROGRESS: at 77.73% examples, 684814 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:06,543 : INFO : EPOCH 17 - PROGRESS: at 78.10% examples, 684980 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:07,549 : INFO : EPOCH 17 - PROGRESS: at 78.44% examples, 685134 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:08,555 : INFO : EPOCH 17 - PROGRESS: at 78.77% examples, 685347 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:09,561 : INFO : EPOCH 17 - PROGRESS: at 79.12% examples, 685521 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:10,577 : INFO : EPOCH 17 - PROGRESS: at 79.45% examples, 685686 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:11,582 : INFO : EPOCH 17 - PROGRESS: at 79.81% examples, 685913 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:12,602 : INFO : EPOCH 17 - PROGRESS: at 80.16% examples, 686075 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:13,615 : INFO : EPOCH 17 - PROGRESS: at 80.51% examples, 686274 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:14,619 : INFO : EPOCH 17 - PROGRESS: at 80.87% examples, 686430 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:15,631 : INFO : EPOCH 17 - PROGRESS: at 81.24% examples, 686607 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:16,636 : INFO : EPOCH 17 - PROGRESS: at 81.59% examples, 686827 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:17,638 : INFO : EPOCH 17 - PROGRESS: at 81.93% examples, 687028 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:18,643 : INFO : EPOCH 17 - PROGRESS: at 82.29% examples, 687211 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:19,648 : INFO : EPOCH 17 - PROGRESS: at 82.65% examples, 687335 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:20,659 : INFO : EPOCH 17 - PROGRESS: at 83.00% examples, 687495 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:47:21,673 : INFO : EPOCH 17 - PROGRESS: at 83.36% examples, 687646 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:22,676 : INFO : EPOCH 17 - PROGRESS: at 83.71% examples, 687834 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:23,687 : INFO : EPOCH 17 - PROGRESS: at 84.08% examples, 687945 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:24,689 : INFO : EPOCH 17 - PROGRESS: at 84.43% examples, 688107 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:25,689 : INFO : EPOCH 17 - PROGRESS: at 84.76% examples, 688248 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:26,699 : INFO : EPOCH 17 - PROGRESS: at 85.13% examples, 688377 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:27,708 : INFO : EPOCH 17 - PROGRESS: at 85.49% examples, 688525 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:28,714 : INFO : EPOCH 17 - PROGRESS: at 85.84% examples, 688703 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:29,734 : INFO : EPOCH 17 - PROGRESS: at 86.20% examples, 688864 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:30,738 : INFO : EPOCH 17 - PROGRESS: at 86.58% examples, 689022 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:47:31,744 : INFO : EPOCH 17 - PROGRESS: at 86.94% examples, 689097 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:47:32,753 : INFO : EPOCH 17 - PROGRESS: at 87.28% examples, 689242 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:33,755 : INFO : EPOCH 17 - PROGRESS: at 87.62% examples, 689421 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:34,762 : INFO : EPOCH 17 - PROGRESS: at 87.97% examples, 689506 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:35,768 : INFO : EPOCH 17 - PROGRESS: at 88.31% examples, 689649 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:36,771 : INFO : EPOCH 17 - PROGRESS: at 88.66% examples, 689804 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:37,774 : INFO : EPOCH 17 - PROGRESS: at 89.02% examples, 689906 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:38,776 : INFO : EPOCH 17 - PROGRESS: at 89.38% examples, 690064 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:39,783 : INFO : EPOCH 17 - PROGRESS: at 89.74% examples, 690201 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:47:40,787 : INFO : EPOCH 17 - PROGRESS: at 90.10% examples, 690329 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:41,805 : INFO : EPOCH 17 - PROGRESS: at 90.45% examples, 690460 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:42,811 : INFO : EPOCH 17 - PROGRESS: at 90.81% examples, 690587 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:43,814 : INFO : EPOCH 17 - PROGRESS: at 91.15% examples, 690701 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:44,818 : INFO : EPOCH 17 - PROGRESS: at 91.52% examples, 690824 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:45,829 : INFO : EPOCH 17 - PROGRESS: at 91.86% examples, 690921 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:46,831 : INFO : EPOCH 17 - PROGRESS: at 92.22% examples, 691075 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:47:47,844 : INFO : EPOCH 17 - PROGRESS: at 92.59% examples, 691171 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:48,855 : INFO : EPOCH 17 - PROGRESS: at 92.95% examples, 691319 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:49,856 : INFO : EPOCH 17 - PROGRESS: at 93.29% examples, 691452 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:50,857 : INFO : EPOCH 17 - PROGRESS: at 93.64% examples, 691595 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:51,861 : INFO : EPOCH 17 - PROGRESS: at 93.98% examples, 691697 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:52,870 : INFO : EPOCH 17 - PROGRESS: at 94.33% examples, 691786 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:53,874 : INFO : EPOCH 17 - PROGRESS: at 94.70% examples, 691920 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:54,877 : INFO : EPOCH 17 - PROGRESS: at 95.05% examples, 692053 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:55,890 : INFO : EPOCH 17 - PROGRESS: at 95.42% examples, 692192 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:56,903 : INFO : EPOCH 17 - PROGRESS: at 95.77% examples, 692347 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:57,910 : INFO : EPOCH 17 - PROGRESS: at 96.14% examples, 692493 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:58,919 : INFO : EPOCH 17 - PROGRESS: at 96.50% examples, 692618 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:47:59,933 : INFO : EPOCH 17 - PROGRESS: at 96.86% examples, 692755 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:00,938 : INFO : EPOCH 17 - PROGRESS: at 97.20% examples, 692886 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:48:01,939 : INFO : EPOCH 17 - PROGRESS: at 97.54% examples, 692973 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:02,939 : INFO : EPOCH 17 - PROGRESS: at 97.89% examples, 693100 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:03,960 : INFO : EPOCH 17 - PROGRESS: at 98.24% examples, 693164 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:04,961 : INFO : EPOCH 17 - PROGRESS: at 98.62% examples, 693276 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:05,967 : INFO : EPOCH 17 - PROGRESS: at 98.99% examples, 693388 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:06,977 : INFO : EPOCH 17 - PROGRESS: at 99.35% examples, 693453 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:07,981 : INFO : EPOCH 17 - PROGRESS: at 99.70% examples, 693547 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:08,787 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 19:48:08,794 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 19:48:08,809 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 19:48:08,815 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 19:48:08,816 : INFO : EPOCH - 17 : training on 265957053 raw words (206774398 effective words) took 298.1s, 693662 effective words/s
2020-07-24 19:48:09,827 : INFO : EPOCH 18 - PROGRESS: at 0.33% examples, 715151 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:10,844 : INFO : EPOCH 18 - PROGRESS: at 0.72% examples, 713614 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:11,848 : INFO : EPOCH 18 - PROGRESS: at 1.07% examples, 721194 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:48:12,852 : INFO : EPOCH 18 - PROGRESS: at 1.42% examples, 721179 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:13,863 : INFO : EPOCH 18 - PROGRESS: at 1.76% examples, 711260 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:14,880 : INFO : EPOCH 18 - PROGRESS: at 2.07% examples, 702375 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:15,891 : INFO : EPOCH 18 - PROGRESS: at 2.38% examples, 697258 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:16,903 : INFO : EPOCH 18 - PROGRESS: at 2.71% examples, 693411 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:17,903 : INFO : EPOCH 18 - PROGRESS: at 3.03% examples, 689283 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:18,909 : INFO : EPOCH 18 - PROGRESS: at 3.36% examples, 687302 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:19,929 : INFO : EPOCH 18 - PROGRESS: at 3.69% examples, 683968 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:48:20,929 : INFO : EPOCH 18 - PROGRESS: at 4.00% examples, 683118 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:21,932 : INFO : EPOCH 18 - PROGRESS: at 4.32% examples, 681960 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:22,942 : INFO : EPOCH 18 - PROGRESS: at 4.64% examples, 680234 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:23,961 : INFO : EPOCH 18 - PROGRESS: at 4.96% examples, 678845 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:48:24,967 : INFO : EPOCH 18 - PROGRESS: at 5.30% examples, 677802 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:48:25,975 : INFO : EPOCH 18 - PROGRESS: at 5.65% examples, 676081 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:26,982 : INFO : EPOCH 18 - PROGRESS: at 5.99% examples, 674879 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:28,001 : INFO : EPOCH 18 - PROGRESS: at 6.30% examples, 674193 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:29,002 : INFO : EPOCH 18 - PROGRESS: at 6.62% examples, 673651 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:30,012 : INFO : EPOCH 18 - PROGRESS: at 6.95% examples, 673021 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:31,013 : INFO : EPOCH 18 - PROGRESS: at 7.25% examples, 672764 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:48:32,020 : INFO : EPOCH 18 - PROGRESS: at 7.57% examples, 672159 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:33,049 : INFO : EPOCH 18 - PROGRESS: at 7.90% examples, 671463 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:34,055 : INFO : EPOCH 18 - PROGRESS: at 8.22% examples, 671057 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:35,069 : INFO : EPOCH 18 - PROGRESS: at 8.55% examples, 670344 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:36,086 : INFO : EPOCH 18 - PROGRESS: at 8.87% examples, 670185 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:37,087 : INFO : EPOCH 18 - PROGRESS: at 9.20% examples, 669803 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:38,094 : INFO : EPOCH 18 - PROGRESS: at 9.52% examples, 669167 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:39,097 : INFO : EPOCH 18 - PROGRESS: at 9.83% examples, 668855 words/s, in_qsize 8, out_qsize 1
2020-07-24 19:48:40,111 : INFO : EPOCH 18 - PROGRESS: at 10.17% examples, 668595 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:41,126 : INFO : EPOCH 18 - PROGRESS: at 10.50% examples, 668534 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:48:42,127 : INFO : EPOCH 18 - PROGRESS: at 10.80% examples, 668408 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:43,129 : INFO : EPOCH 18 - PROGRESS: at 11.11% examples, 668413 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:44,143 : INFO : EPOCH 18 - PROGRESS: at 11.41% examples, 668439 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:48:45,148 : INFO : EPOCH 18 - PROGRESS: at 11.72% examples, 668240 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:46,162 : INFO : EPOCH 18 - PROGRESS: at 12.06% examples, 667940 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:47,165 : INFO : EPOCH 18 - PROGRESS: at 12.38% examples, 667853 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:48,191 : INFO : EPOCH 18 - PROGRESS: at 12.72% examples, 667437 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:49,196 : INFO : EPOCH 18 - PROGRESS: at 13.07% examples, 667183 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:50,197 : INFO : EPOCH 18 - PROGRESS: at 13.37% examples, 667097 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:51,218 : INFO : EPOCH 18 - PROGRESS: at 13.67% examples, 666975 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:52,239 : INFO : EPOCH 18 - PROGRESS: at 13.98% examples, 666846 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:53,245 : INFO : EPOCH 18 - PROGRESS: at 14.31% examples, 666893 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:54,259 : INFO : EPOCH 18 - PROGRESS: at 14.63% examples, 666718 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:55,264 : INFO : EPOCH 18 - PROGRESS: at 14.96% examples, 666737 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:56,269 : INFO : EPOCH 18 - PROGRESS: at 15.29% examples, 666492 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:48:57,289 : INFO : EPOCH 18 - PROGRESS: at 15.61% examples, 666479 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:58,297 : INFO : EPOCH 18 - PROGRESS: at 15.94% examples, 666280 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:48:59,299 : INFO : EPOCH 18 - PROGRESS: at 16.25% examples, 666119 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:00,315 : INFO : EPOCH 18 - PROGRESS: at 16.55% examples, 665257 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:01,332 : INFO : EPOCH 18 - PROGRESS: at 16.88% examples, 664354 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:02,339 : INFO : EPOCH 18 - PROGRESS: at 17.19% examples, 664001 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:49:03,341 : INFO : EPOCH 18 - PROGRESS: at 17.48% examples, 663522 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:04,347 : INFO : EPOCH 18 - PROGRESS: at 17.74% examples, 661471 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:05,351 : INFO : EPOCH 18 - PROGRESS: at 18.06% examples, 661059 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:06,354 : INFO : EPOCH 18 - PROGRESS: at 18.40% examples, 662168 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:07,363 : INFO : EPOCH 18 - PROGRESS: at 18.76% examples, 663501 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:08,364 : INFO : EPOCH 18 - PROGRESS: at 19.12% examples, 664695 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:09,376 : INFO : EPOCH 18 - PROGRESS: at 19.46% examples, 665810 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:10,387 : INFO : EPOCH 18 - PROGRESS: at 19.82% examples, 666675 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:11,393 : INFO : EPOCH 18 - PROGRESS: at 20.20% examples, 667742 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:12,397 : INFO : EPOCH 18 - PROGRESS: at 20.56% examples, 668683 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:13,410 : INFO : EPOCH 18 - PROGRESS: at 20.93% examples, 669580 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:14,424 : INFO : EPOCH 18 - PROGRESS: at 21.28% examples, 670695 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:15,428 : INFO : EPOCH 18 - PROGRESS: at 21.63% examples, 671640 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:16,436 : INFO : EPOCH 18 - PROGRESS: at 21.98% examples, 672453 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:49:17,439 : INFO : EPOCH 18 - PROGRESS: at 22.34% examples, 673186 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:18,456 : INFO : EPOCH 18 - PROGRESS: at 22.68% examples, 673853 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:49:19,470 : INFO : EPOCH 18 - PROGRESS: at 23.03% examples, 674669 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:49:20,474 : INFO : EPOCH 18 - PROGRESS: at 23.39% examples, 675492 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:21,481 : INFO : EPOCH 18 - PROGRESS: at 23.75% examples, 676239 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:22,492 : INFO : EPOCH 18 - PROGRESS: at 24.13% examples, 676986 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:23,503 : INFO : EPOCH 18 - PROGRESS: at 24.49% examples, 677640 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:24,509 : INFO : EPOCH 18 - PROGRESS: at 24.86% examples, 678241 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:25,510 : INFO : EPOCH 18 - PROGRESS: at 25.20% examples, 678982 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:49:26,512 : INFO : EPOCH 18 - PROGRESS: at 25.57% examples, 679700 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:27,519 : INFO : EPOCH 18 - PROGRESS: at 25.93% examples, 680280 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:28,533 : INFO : EPOCH 18 - PROGRESS: at 26.28% examples, 680800 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:29,546 : INFO : EPOCH 18 - PROGRESS: at 26.67% examples, 681394 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:30,551 : INFO : EPOCH 18 - PROGRESS: at 27.03% examples, 681926 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:31,558 : INFO : EPOCH 18 - PROGRESS: at 27.38% examples, 682572 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:32,560 : INFO : EPOCH 18 - PROGRESS: at 27.73% examples, 683170 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:33,569 : INFO : EPOCH 18 - PROGRESS: at 28.07% examples, 683939 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:34,579 : INFO : EPOCH 18 - PROGRESS: at 28.42% examples, 684371 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:35,603 : INFO : EPOCH 18 - PROGRESS: at 28.82% examples, 684931 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:36,610 : INFO : EPOCH 18 - PROGRESS: at 29.19% examples, 685381 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:37,611 : INFO : EPOCH 18 - PROGRESS: at 29.53% examples, 685925 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:38,613 : INFO : EPOCH 18 - PROGRESS: at 29.90% examples, 686434 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:39,613 : INFO : EPOCH 18 - PROGRESS: at 30.26% examples, 686859 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:40,617 : INFO : EPOCH 18 - PROGRESS: at 30.60% examples, 687395 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:41,625 : INFO : EPOCH 18 - PROGRESS: at 30.94% examples, 687859 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:42,635 : INFO : EPOCH 18 - PROGRESS: at 31.31% examples, 688390 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:43,655 : INFO : EPOCH 18 - PROGRESS: at 31.68% examples, 688689 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:44,674 : INFO : EPOCH 18 - PROGRESS: at 32.02% examples, 689294 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:49:45,675 : INFO : EPOCH 18 - PROGRESS: at 32.37% examples, 689685 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:46,676 : INFO : EPOCH 18 - PROGRESS: at 32.73% examples, 689997 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:47,680 : INFO : EPOCH 18 - PROGRESS: at 33.07% examples, 690399 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:48,691 : INFO : EPOCH 18 - PROGRESS: at 33.43% examples, 690763 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:49,693 : INFO : EPOCH 18 - PROGRESS: at 33.77% examples, 691237 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:50,704 : INFO : EPOCH 18 - PROGRESS: at 34.11% examples, 691670 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:51,718 : INFO : EPOCH 18 - PROGRESS: at 34.45% examples, 691967 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:52,723 : INFO : EPOCH 18 - PROGRESS: at 34.81% examples, 692315 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:53,732 : INFO : EPOCH 18 - PROGRESS: at 35.18% examples, 692674 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:54,738 : INFO : EPOCH 18 - PROGRESS: at 35.53% examples, 693025 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:49:55,742 : INFO : EPOCH 18 - PROGRESS: at 35.89% examples, 693312 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:56,758 : INFO : EPOCH 18 - PROGRESS: at 36.26% examples, 693562 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:57,760 : INFO : EPOCH 18 - PROGRESS: at 36.60% examples, 694024 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:58,769 : INFO : EPOCH 18 - PROGRESS: at 36.95% examples, 694308 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:49:59,770 : INFO : EPOCH 18 - PROGRESS: at 37.28% examples, 694681 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:00,773 : INFO : EPOCH 18 - PROGRESS: at 37.65% examples, 694954 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:50:01,774 : INFO : EPOCH 18 - PROGRESS: at 37.96% examples, 695236 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:02,777 : INFO : EPOCH 18 - PROGRESS: at 38.33% examples, 695425 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:03,777 : INFO : EPOCH 18 - PROGRESS: at 38.68% examples, 695741 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:04,777 : INFO : EPOCH 18 - PROGRESS: at 39.05% examples, 696003 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:05,782 : INFO : EPOCH 18 - PROGRESS: at 39.39% examples, 696240 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:06,795 : INFO : EPOCH 18 - PROGRESS: at 39.74% examples, 696542 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:07,801 : INFO : EPOCH 18 - PROGRESS: at 40.11% examples, 696750 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:08,804 : INFO : EPOCH 18 - PROGRESS: at 40.47% examples, 697025 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:09,813 : INFO : EPOCH 18 - PROGRESS: at 40.80% examples, 697300 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:10,815 : INFO : EPOCH 18 - PROGRESS: at 41.15% examples, 697644 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:11,817 : INFO : EPOCH 18 - PROGRESS: at 41.48% examples, 697901 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:12,818 : INFO : EPOCH 18 - PROGRESS: at 41.83% examples, 698104 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:13,840 : INFO : EPOCH 18 - PROGRESS: at 42.19% examples, 698274 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:14,858 : INFO : EPOCH 18 - PROGRESS: at 42.57% examples, 698484 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:50:15,867 : INFO : EPOCH 18 - PROGRESS: at 42.92% examples, 698821 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:16,869 : INFO : EPOCH 18 - PROGRESS: at 43.25% examples, 699049 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:17,876 : INFO : EPOCH 18 - PROGRESS: at 43.59% examples, 699248 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:18,881 : INFO : EPOCH 18 - PROGRESS: at 43.95% examples, 699552 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:19,882 : INFO : EPOCH 18 - PROGRESS: at 44.29% examples, 699726 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:20,885 : INFO : EPOCH 18 - PROGRESS: at 44.63% examples, 699970 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:21,885 : INFO : EPOCH 18 - PROGRESS: at 44.98% examples, 700148 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:22,893 : INFO : EPOCH 18 - PROGRESS: at 45.32% examples, 700344 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:23,894 : INFO : EPOCH 18 - PROGRESS: at 45.62% examples, 700423 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:24,900 : INFO : EPOCH 18 - PROGRESS: at 46.01% examples, 700586 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:25,908 : INFO : EPOCH 18 - PROGRESS: at 46.34% examples, 700776 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:26,915 : INFO : EPOCH 18 - PROGRESS: at 46.69% examples, 700922 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:27,923 : INFO : EPOCH 18 - PROGRESS: at 47.07% examples, 701099 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:28,930 : INFO : EPOCH 18 - PROGRESS: at 47.42% examples, 701309 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:50:29,944 : INFO : EPOCH 18 - PROGRESS: at 47.79% examples, 701468 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:30,952 : INFO : EPOCH 18 - PROGRESS: at 48.15% examples, 701704 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:31,957 : INFO : EPOCH 18 - PROGRESS: at 48.49% examples, 701887 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:50:32,959 : INFO : EPOCH 18 - PROGRESS: at 48.82% examples, 702105 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:50:33,964 : INFO : EPOCH 18 - PROGRESS: at 49.20% examples, 702312 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:34,984 : INFO : EPOCH 18 - PROGRESS: at 49.56% examples, 702407 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:35,992 : INFO : EPOCH 18 - PROGRESS: at 49.90% examples, 702701 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:37,013 : INFO : EPOCH 18 - PROGRESS: at 50.25% examples, 702891 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:38,017 : INFO : EPOCH 18 - PROGRESS: at 50.60% examples, 703072 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:39,031 : INFO : EPOCH 18 - PROGRESS: at 51.00% examples, 703133 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:40,044 : INFO : EPOCH 18 - PROGRESS: at 51.35% examples, 703247 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:41,053 : INFO : EPOCH 18 - PROGRESS: at 51.71% examples, 703394 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:42,060 : INFO : EPOCH 18 - PROGRESS: at 52.04% examples, 703421 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:43,082 : INFO : EPOCH 18 - PROGRESS: at 52.36% examples, 703138 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:44,084 : INFO : EPOCH 18 - PROGRESS: at 52.68% examples, 702852 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:45,099 : INFO : EPOCH 18 - PROGRESS: at 53.03% examples, 702610 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:50:46,112 : INFO : EPOCH 18 - PROGRESS: at 53.33% examples, 702365 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:47,129 : INFO : EPOCH 18 - PROGRESS: at 53.66% examples, 702127 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:48,129 : INFO : EPOCH 18 - PROGRESS: at 53.98% examples, 701947 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:49,141 : INFO : EPOCH 18 - PROGRESS: at 54.31% examples, 701624 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:50,146 : INFO : EPOCH 18 - PROGRESS: at 54.66% examples, 701345 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:51,150 : INFO : EPOCH 18 - PROGRESS: at 55.00% examples, 701083 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:52,168 : INFO : EPOCH 18 - PROGRESS: at 55.35% examples, 700847 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:53,170 : INFO : EPOCH 18 - PROGRESS: at 55.64% examples, 700655 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:54,172 : INFO : EPOCH 18 - PROGRESS: at 56.00% examples, 700361 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:55,186 : INFO : EPOCH 18 - PROGRESS: at 56.33% examples, 700097 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:56,193 : INFO : EPOCH 18 - PROGRESS: at 56.66% examples, 699887 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:57,204 : INFO : EPOCH 18 - PROGRESS: at 56.98% examples, 699675 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:58,214 : INFO : EPOCH 18 - PROGRESS: at 57.30% examples, 699493 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:50:59,216 : INFO : EPOCH 18 - PROGRESS: at 57.63% examples, 699265 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:00,238 : INFO : EPOCH 18 - PROGRESS: at 57.96% examples, 699033 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:01,251 : INFO : EPOCH 18 - PROGRESS: at 58.29% examples, 698852 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:02,261 : INFO : EPOCH 18 - PROGRESS: at 58.62% examples, 698686 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:03,264 : INFO : EPOCH 18 - PROGRESS: at 58.93% examples, 698470 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:04,268 : INFO : EPOCH 18 - PROGRESS: at 59.27% examples, 698255 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:05,272 : INFO : EPOCH 18 - PROGRESS: at 59.58% examples, 698109 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:06,285 : INFO : EPOCH 18 - PROGRESS: at 59.88% examples, 697892 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:07,287 : INFO : EPOCH 18 - PROGRESS: at 60.18% examples, 697747 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:08,300 : INFO : EPOCH 18 - PROGRESS: at 60.52% examples, 697504 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:51:09,321 : INFO : EPOCH 18 - PROGRESS: at 60.83% examples, 697353 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:10,324 : INFO : EPOCH 18 - PROGRESS: at 61.16% examples, 697185 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:51:11,327 : INFO : EPOCH 18 - PROGRESS: at 61.50% examples, 696998 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:12,333 : INFO : EPOCH 18 - PROGRESS: at 61.81% examples, 696770 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:13,334 : INFO : EPOCH 18 - PROGRESS: at 62.13% examples, 696574 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:51:14,343 : INFO : EPOCH 18 - PROGRESS: at 62.45% examples, 696383 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:15,347 : INFO : EPOCH 18 - PROGRESS: at 62.76% examples, 696225 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:16,353 : INFO : EPOCH 18 - PROGRESS: at 63.06% examples, 696060 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:17,364 : INFO : EPOCH 18 - PROGRESS: at 63.35% examples, 695919 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:18,369 : INFO : EPOCH 18 - PROGRESS: at 63.67% examples, 695727 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:19,388 : INFO : EPOCH 18 - PROGRESS: at 63.97% examples, 695599 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:51:20,394 : INFO : EPOCH 18 - PROGRESS: at 64.29% examples, 695429 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:21,405 : INFO : EPOCH 18 - PROGRESS: at 64.62% examples, 695228 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:22,408 : INFO : EPOCH 18 - PROGRESS: at 64.98% examples, 695070 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:23,412 : INFO : EPOCH 18 - PROGRESS: at 65.31% examples, 694856 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:24,429 : INFO : EPOCH 18 - PROGRESS: at 65.63% examples, 694683 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:25,431 : INFO : EPOCH 18 - PROGRESS: at 65.96% examples, 694514 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:26,435 : INFO : EPOCH 18 - PROGRESS: at 66.28% examples, 694294 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:27,449 : INFO : EPOCH 18 - PROGRESS: at 66.60% examples, 694136 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:28,457 : INFO : EPOCH 18 - PROGRESS: at 66.92% examples, 694006 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:29,459 : INFO : EPOCH 18 - PROGRESS: at 67.26% examples, 693857 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:30,461 : INFO : EPOCH 18 - PROGRESS: at 67.59% examples, 693715 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:51:31,462 : INFO : EPOCH 18 - PROGRESS: at 67.91% examples, 693554 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:32,470 : INFO : EPOCH 18 - PROGRESS: at 68.25% examples, 693423 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:51:33,481 : INFO : EPOCH 18 - PROGRESS: at 68.57% examples, 693229 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:51:34,491 : INFO : EPOCH 18 - PROGRESS: at 68.89% examples, 693110 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:35,491 : INFO : EPOCH 18 - PROGRESS: at 69.21% examples, 692908 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:36,503 : INFO : EPOCH 18 - PROGRESS: at 69.52% examples, 692720 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:37,507 : INFO : EPOCH 18 - PROGRESS: at 69.82% examples, 692634 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:38,514 : INFO : EPOCH 18 - PROGRESS: at 70.17% examples, 692459 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:39,516 : INFO : EPOCH 18 - PROGRESS: at 70.47% examples, 692176 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:40,517 : INFO : EPOCH 18 - PROGRESS: at 70.79% examples, 691934 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:41,525 : INFO : EPOCH 18 - PROGRESS: at 71.10% examples, 691742 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:42,536 : INFO : EPOCH 18 - PROGRESS: at 71.43% examples, 691486 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:43,540 : INFO : EPOCH 18 - PROGRESS: at 71.75% examples, 691246 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:44,547 : INFO : EPOCH 18 - PROGRESS: at 72.07% examples, 690926 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:45,551 : INFO : EPOCH 18 - PROGRESS: at 72.33% examples, 690492 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:46,554 : INFO : EPOCH 18 - PROGRESS: at 72.62% examples, 690022 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:47,560 : INFO : EPOCH 18 - PROGRESS: at 72.96% examples, 690060 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:48,571 : INFO : EPOCH 18 - PROGRESS: at 73.34% examples, 690220 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:49,571 : INFO : EPOCH 18 - PROGRESS: at 73.69% examples, 690358 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:50,572 : INFO : EPOCH 18 - PROGRESS: at 74.06% examples, 690520 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:51,585 : INFO : EPOCH 18 - PROGRESS: at 74.42% examples, 690700 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:52,588 : INFO : EPOCH 18 - PROGRESS: at 74.79% examples, 690886 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:51:53,596 : INFO : EPOCH 18 - PROGRESS: at 75.13% examples, 691056 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:54,606 : INFO : EPOCH 18 - PROGRESS: at 75.48% examples, 691239 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:55,609 : INFO : EPOCH 18 - PROGRESS: at 75.80% examples, 691447 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:56,611 : INFO : EPOCH 18 - PROGRESS: at 76.14% examples, 691575 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:57,619 : INFO : EPOCH 18 - PROGRESS: at 76.52% examples, 691746 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:51:58,625 : INFO : EPOCH 18 - PROGRESS: at 76.85% examples, 691926 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:51:59,634 : INFO : EPOCH 18 - PROGRESS: at 77.22% examples, 692082 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:00,640 : INFO : EPOCH 18 - PROGRESS: at 77.57% examples, 692188 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:52:01,644 : INFO : EPOCH 18 - PROGRESS: at 77.93% examples, 692348 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:02,651 : INFO : EPOCH 18 - PROGRESS: at 78.30% examples, 692498 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:03,653 : INFO : EPOCH 18 - PROGRESS: at 78.61% examples, 692713 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:04,659 : INFO : EPOCH 18 - PROGRESS: at 78.97% examples, 692816 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:05,665 : INFO : EPOCH 18 - PROGRESS: at 79.31% examples, 693017 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:06,672 : INFO : EPOCH 18 - PROGRESS: at 79.65% examples, 693152 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:07,674 : INFO : EPOCH 18 - PROGRESS: at 80.00% examples, 693317 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:08,678 : INFO : EPOCH 18 - PROGRESS: at 80.36% examples, 693468 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:09,682 : INFO : EPOCH 18 - PROGRESS: at 80.70% examples, 693632 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:10,697 : INFO : EPOCH 18 - PROGRESS: at 81.07% examples, 693798 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:11,699 : INFO : EPOCH 18 - PROGRESS: at 81.43% examples, 693989 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:12,704 : INFO : EPOCH 18 - PROGRESS: at 81.78% examples, 694196 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:13,707 : INFO : EPOCH 18 - PROGRESS: at 82.13% examples, 694356 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:14,708 : INFO : EPOCH 18 - PROGRESS: at 82.49% examples, 694449 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:15,717 : INFO : EPOCH 18 - PROGRESS: at 82.85% examples, 694610 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:16,727 : INFO : EPOCH 18 - PROGRESS: at 83.21% examples, 694748 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:52:17,731 : INFO : EPOCH 18 - PROGRESS: at 83.56% examples, 694872 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:18,735 : INFO : EPOCH 18 - PROGRESS: at 83.92% examples, 695033 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:19,741 : INFO : EPOCH 18 - PROGRESS: at 84.27% examples, 695157 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:52:20,748 : INFO : EPOCH 18 - PROGRESS: at 84.62% examples, 695269 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:21,758 : INFO : EPOCH 18 - PROGRESS: at 84.98% examples, 695391 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:22,781 : INFO : EPOCH 18 - PROGRESS: at 85.35% examples, 695521 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:23,783 : INFO : EPOCH 18 - PROGRESS: at 85.71% examples, 695719 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:24,798 : INFO : EPOCH 18 - PROGRESS: at 86.07% examples, 695845 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:25,799 : INFO : EPOCH 18 - PROGRESS: at 86.43% examples, 695949 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:26,809 : INFO : EPOCH 18 - PROGRESS: at 86.80% examples, 696043 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:27,813 : INFO : EPOCH 18 - PROGRESS: at 87.14% examples, 696147 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:52:28,844 : INFO : EPOCH 18 - PROGRESS: at 87.48% examples, 696249 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:52:29,853 : INFO : EPOCH 18 - PROGRESS: at 87.83% examples, 696380 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:30,865 : INFO : EPOCH 18 - PROGRESS: at 88.18% examples, 696514 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:31,886 : INFO : EPOCH 18 - PROGRESS: at 88.54% examples, 696644 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:32,888 : INFO : EPOCH 18 - PROGRESS: at 88.92% examples, 696788 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:33,904 : INFO : EPOCH 18 - PROGRESS: at 89.29% examples, 696883 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:34,918 : INFO : EPOCH 18 - PROGRESS: at 89.63% examples, 697005 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:35,933 : INFO : EPOCH 18 - PROGRESS: at 89.99% examples, 697115 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:36,936 : INFO : EPOCH 18 - PROGRESS: at 90.35% examples, 697242 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:37,938 : INFO : EPOCH 18 - PROGRESS: at 90.70% examples, 697371 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:38,938 : INFO : EPOCH 18 - PROGRESS: at 91.05% examples, 697519 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:39,941 : INFO : EPOCH 18 - PROGRESS: at 91.42% examples, 697612 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:40,950 : INFO : EPOCH 18 - PROGRESS: at 91.78% examples, 697723 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:41,962 : INFO : EPOCH 18 - PROGRESS: at 92.13% examples, 697872 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:42,965 : INFO : EPOCH 18 - PROGRESS: at 92.49% examples, 697975 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:43,966 : INFO : EPOCH 18 - PROGRESS: at 92.84% examples, 698124 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:44,968 : INFO : EPOCH 18 - PROGRESS: at 93.20% examples, 698197 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:45,974 : INFO : EPOCH 18 - PROGRESS: at 93.54% examples, 698297 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:46,980 : INFO : EPOCH 18 - PROGRESS: at 93.89% examples, 698409 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:47,988 : INFO : EPOCH 18 - PROGRESS: at 94.23% examples, 698491 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:49,001 : INFO : EPOCH 18 - PROGRESS: at 94.61% examples, 698598 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:50,010 : INFO : EPOCH 18 - PROGRESS: at 94.97% examples, 698717 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:51,012 : INFO : EPOCH 18 - PROGRESS: at 95.33% examples, 698818 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:52,015 : INFO : EPOCH 18 - PROGRESS: at 95.68% examples, 698915 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:53,020 : INFO : EPOCH 18 - PROGRESS: at 96.03% examples, 699000 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:54,023 : INFO : EPOCH 18 - PROGRESS: at 96.41% examples, 699100 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:55,025 : INFO : EPOCH 18 - PROGRESS: at 96.77% examples, 699278 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:56,027 : INFO : EPOCH 18 - PROGRESS: at 97.10% examples, 699355 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:57,029 : INFO : EPOCH 18 - PROGRESS: at 97.44% examples, 699452 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:58,040 : INFO : EPOCH 18 - PROGRESS: at 97.80% examples, 699556 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:52:59,040 : INFO : EPOCH 18 - PROGRESS: at 98.14% examples, 699658 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:00,041 : INFO : EPOCH 18 - PROGRESS: at 98.51% examples, 699737 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:01,052 : INFO : EPOCH 18 - PROGRESS: at 98.88% examples, 699818 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:02,057 : INFO : EPOCH 18 - PROGRESS: at 99.27% examples, 699905 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:03,087 : INFO : EPOCH 18 - PROGRESS: at 99.61% examples, 699986 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:04,088 : INFO : EPOCH 18 - PROGRESS: at 99.97% examples, 700119 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:04,133 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 19:53:04,134 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 19:53:04,136 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 19:53:04,148 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 19:53:04,148 : INFO : EPOCH - 18 : training on 265957053 raw words (206768163 effective words) took 295.3s, 700129 effective words/s
2020-07-24 19:53:05,155 : INFO : EPOCH 19 - PROGRESS: at 0.33% examples, 716599 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:06,177 : INFO : EPOCH 19 - PROGRESS: at 0.72% examples, 713140 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:07,180 : INFO : EPOCH 19 - PROGRESS: at 1.06% examples, 719093 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:08,185 : INFO : EPOCH 19 - PROGRESS: at 1.42% examples, 721412 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:09,187 : INFO : EPOCH 19 - PROGRESS: at 1.79% examples, 724495 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:10,206 : INFO : EPOCH 19 - PROGRESS: at 2.13% examples, 724516 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:11,218 : INFO : EPOCH 19 - PROGRESS: at 2.47% examples, 725096 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:12,226 : INFO : EPOCH 19 - PROGRESS: at 2.84% examples, 725800 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:13,230 : INFO : EPOCH 19 - PROGRESS: at 3.19% examples, 726008 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:14,239 : INFO : EPOCH 19 - PROGRESS: at 3.54% examples, 725886 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:15,246 : INFO : EPOCH 19 - PROGRESS: at 3.90% examples, 726736 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:16,259 : INFO : EPOCH 19 - PROGRESS: at 4.25% examples, 727273 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:17,272 : INFO : EPOCH 19 - PROGRESS: at 4.61% examples, 727903 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:18,281 : INFO : EPOCH 19 - PROGRESS: at 4.96% examples, 727555 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:19,282 : INFO : EPOCH 19 - PROGRESS: at 5.34% examples, 727291 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:20,298 : INFO : EPOCH 19 - PROGRESS: at 5.73% examples, 726512 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:21,305 : INFO : EPOCH 19 - PROGRESS: at 6.09% examples, 726973 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:22,315 : INFO : EPOCH 19 - PROGRESS: at 6.44% examples, 726633 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:23,325 : INFO : EPOCH 19 - PROGRESS: at 6.79% examples, 727255 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:24,326 : INFO : EPOCH 19 - PROGRESS: at 7.13% examples, 727121 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:25,334 : INFO : EPOCH 19 - PROGRESS: at 7.47% examples, 727450 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:26,337 : INFO : EPOCH 19 - PROGRESS: at 7.83% examples, 727422 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:27,347 : INFO : EPOCH 19 - PROGRESS: at 8.19% examples, 727457 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:53:28,347 : INFO : EPOCH 19 - PROGRESS: at 8.55% examples, 727338 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:29,348 : INFO : EPOCH 19 - PROGRESS: at 8.90% examples, 727482 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:30,350 : INFO : EPOCH 19 - PROGRESS: at 9.26% examples, 727184 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:31,351 : INFO : EPOCH 19 - PROGRESS: at 9.60% examples, 726931 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:32,363 : INFO : EPOCH 19 - PROGRESS: at 9.96% examples, 726714 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:33,363 : INFO : EPOCH 19 - PROGRESS: at 10.32% examples, 727182 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:34,367 : INFO : EPOCH 19 - PROGRESS: at 10.67% examples, 727197 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:35,368 : INFO : EPOCH 19 - PROGRESS: at 11.00% examples, 727159 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:36,374 : INFO : EPOCH 19 - PROGRESS: at 11.34% examples, 727333 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:37,377 : INFO : EPOCH 19 - PROGRESS: at 11.67% examples, 727927 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:38,377 : INFO : EPOCH 19 - PROGRESS: at 12.05% examples, 727835 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:53:39,386 : INFO : EPOCH 19 - PROGRESS: at 12.39% examples, 727757 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:40,399 : INFO : EPOCH 19 - PROGRESS: at 12.77% examples, 727375 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:41,402 : INFO : EPOCH 19 - PROGRESS: at 13.14% examples, 727600 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:53:42,426 : INFO : EPOCH 19 - PROGRESS: at 13.47% examples, 727425 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:43,431 : INFO : EPOCH 19 - PROGRESS: at 13.80% examples, 727633 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:44,454 : INFO : EPOCH 19 - PROGRESS: at 14.15% examples, 727451 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:45,465 : INFO : EPOCH 19 - PROGRESS: at 14.51% examples, 727488 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:46,487 : INFO : EPOCH 19 - PROGRESS: at 14.89% examples, 727366 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:47,490 : INFO : EPOCH 19 - PROGRESS: at 15.24% examples, 727566 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:48,497 : INFO : EPOCH 19 - PROGRESS: at 15.59% examples, 727618 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:49,498 : INFO : EPOCH 19 - PROGRESS: at 15.96% examples, 727677 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:50,501 : INFO : EPOCH 19 - PROGRESS: at 16.29% examples, 727583 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:51,504 : INFO : EPOCH 19 - PROGRESS: at 16.65% examples, 727566 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:52,506 : INFO : EPOCH 19 - PROGRESS: at 17.01% examples, 727526 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:53,517 : INFO : EPOCH 19 - PROGRESS: at 17.36% examples, 727829 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:54,532 : INFO : EPOCH 19 - PROGRESS: at 17.72% examples, 727951 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:55,535 : INFO : EPOCH 19 - PROGRESS: at 18.07% examples, 728010 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:56,557 : INFO : EPOCH 19 - PROGRESS: at 18.42% examples, 728001 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:57,560 : INFO : EPOCH 19 - PROGRESS: at 18.78% examples, 728034 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:53:58,565 : INFO : EPOCH 19 - PROGRESS: at 19.14% examples, 728111 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:53:59,570 : INFO : EPOCH 19 - PROGRESS: at 19.47% examples, 728379 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:54:00,573 : INFO : EPOCH 19 - PROGRESS: at 19.83% examples, 728009 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:01,575 : INFO : EPOCH 19 - PROGRESS: at 20.21% examples, 727947 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:54:02,585 : INFO : EPOCH 19 - PROGRESS: at 20.57% examples, 728109 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:03,591 : INFO : EPOCH 19 - PROGRESS: at 20.94% examples, 728051 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:04,598 : INFO : EPOCH 19 - PROGRESS: at 21.29% examples, 728133 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:05,598 : INFO : EPOCH 19 - PROGRESS: at 21.63% examples, 728221 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:06,609 : INFO : EPOCH 19 - PROGRESS: at 21.98% examples, 728086 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:07,611 : INFO : EPOCH 19 - PROGRESS: at 22.34% examples, 728118 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:08,615 : INFO : EPOCH 19 - PROGRESS: at 22.68% examples, 728236 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:09,617 : INFO : EPOCH 19 - PROGRESS: at 23.03% examples, 728029 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:10,626 : INFO : EPOCH 19 - PROGRESS: at 23.38% examples, 728094 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:11,627 : INFO : EPOCH 19 - PROGRESS: at 23.75% examples, 728296 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:12,627 : INFO : EPOCH 19 - PROGRESS: at 24.12% examples, 728218 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:13,640 : INFO : EPOCH 19 - PROGRESS: at 24.49% examples, 728152 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:14,646 : INFO : EPOCH 19 - PROGRESS: at 24.86% examples, 728179 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:15,659 : INFO : EPOCH 19 - PROGRESS: at 25.20% examples, 728157 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:16,670 : INFO : EPOCH 19 - PROGRESS: at 25.57% examples, 728022 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:17,675 : INFO : EPOCH 19 - PROGRESS: at 25.93% examples, 728119 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:18,700 : INFO : EPOCH 19 - PROGRESS: at 26.28% examples, 728015 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:19,702 : INFO : EPOCH 19 - PROGRESS: at 26.65% examples, 727743 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:20,716 : INFO : EPOCH 19 - PROGRESS: at 27.01% examples, 727483 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:54:21,739 : INFO : EPOCH 19 - PROGRESS: at 27.35% examples, 727167 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:22,746 : INFO : EPOCH 19 - PROGRESS: at 27.69% examples, 726872 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:23,746 : INFO : EPOCH 19 - PROGRESS: at 28.01% examples, 726652 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:24,751 : INFO : EPOCH 19 - PROGRESS: at 28.29% examples, 724940 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:54:25,758 : INFO : EPOCH 19 - PROGRESS: at 28.62% examples, 723765 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:26,766 : INFO : EPOCH 19 - PROGRESS: at 28.98% examples, 723817 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:27,767 : INFO : EPOCH 19 - PROGRESS: at 29.35% examples, 723968 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:28,786 : INFO : EPOCH 19 - PROGRESS: at 29.73% examples, 723910 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:29,789 : INFO : EPOCH 19 - PROGRESS: at 30.11% examples, 724072 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:30,790 : INFO : EPOCH 19 - PROGRESS: at 30.43% examples, 724176 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:31,793 : INFO : EPOCH 19 - PROGRESS: at 30.77% examples, 724208 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:32,806 : INFO : EPOCH 19 - PROGRESS: at 31.11% examples, 724288 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:33,816 : INFO : EPOCH 19 - PROGRESS: at 31.49% examples, 724407 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:34,831 : INFO : EPOCH 19 - PROGRESS: at 31.84% examples, 724393 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:35,840 : INFO : EPOCH 19 - PROGRESS: at 32.19% examples, 724505 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:36,848 : INFO : EPOCH 19 - PROGRESS: at 32.55% examples, 724539 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:37,855 : INFO : EPOCH 19 - PROGRESS: at 32.90% examples, 724584 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:38,855 : INFO : EPOCH 19 - PROGRESS: at 33.24% examples, 724750 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:39,860 : INFO : EPOCH 19 - PROGRESS: at 33.60% examples, 724696 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:40,862 : INFO : EPOCH 19 - PROGRESS: at 33.95% examples, 724942 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:41,864 : INFO : EPOCH 19 - PROGRESS: at 34.26% examples, 724956 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:54:42,867 : INFO : EPOCH 19 - PROGRESS: at 34.63% examples, 724952 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:43,870 : INFO : EPOCH 19 - PROGRESS: at 35.00% examples, 725038 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:44,872 : INFO : EPOCH 19 - PROGRESS: at 35.34% examples, 725035 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:45,881 : INFO : EPOCH 19 - PROGRESS: at 35.70% examples, 725126 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:46,913 : INFO : EPOCH 19 - PROGRESS: at 36.08% examples, 725103 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:47,917 : INFO : EPOCH 19 - PROGRESS: at 36.44% examples, 725228 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:48,919 : INFO : EPOCH 19 - PROGRESS: at 36.77% examples, 725246 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:49,926 : INFO : EPOCH 19 - PROGRESS: at 37.12% examples, 725284 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:50,935 : INFO : EPOCH 19 - PROGRESS: at 37.48% examples, 725327 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:51,945 : INFO : EPOCH 19 - PROGRESS: at 37.81% examples, 725502 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:52,946 : INFO : EPOCH 19 - PROGRESS: at 38.16% examples, 725573 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:53,949 : INFO : EPOCH 19 - PROGRESS: at 38.52% examples, 725545 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:54,953 : INFO : EPOCH 19 - PROGRESS: at 38.90% examples, 725612 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:55,963 : INFO : EPOCH 19 - PROGRESS: at 39.25% examples, 725547 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:56,984 : INFO : EPOCH 19 - PROGRESS: at 39.60% examples, 725589 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:57,986 : INFO : EPOCH 19 - PROGRESS: at 39.96% examples, 725627 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:58,990 : INFO : EPOCH 19 - PROGRESS: at 40.32% examples, 725584 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:54:59,997 : INFO : EPOCH 19 - PROGRESS: at 40.66% examples, 725698 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:01,003 : INFO : EPOCH 19 - PROGRESS: at 41.00% examples, 725710 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:02,005 : INFO : EPOCH 19 - PROGRESS: at 41.33% examples, 725736 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:03,028 : INFO : EPOCH 19 - PROGRESS: at 41.69% examples, 725779 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:04,034 : INFO : EPOCH 19 - PROGRESS: at 42.05% examples, 725786 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:05,038 : INFO : EPOCH 19 - PROGRESS: at 42.41% examples, 725833 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:06,039 : INFO : EPOCH 19 - PROGRESS: at 42.78% examples, 725853 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:07,050 : INFO : EPOCH 19 - PROGRESS: at 43.11% examples, 725897 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:08,066 : INFO : EPOCH 19 - PROGRESS: at 43.46% examples, 725885 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:09,074 : INFO : EPOCH 19 - PROGRESS: at 43.81% examples, 725943 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:10,077 : INFO : EPOCH 19 - PROGRESS: at 44.17% examples, 726048 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:11,080 : INFO : EPOCH 19 - PROGRESS: at 44.52% examples, 726050 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:12,093 : INFO : EPOCH 19 - PROGRESS: at 44.85% examples, 726168 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:13,099 : INFO : EPOCH 19 - PROGRESS: at 45.19% examples, 726196 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:14,105 : INFO : EPOCH 19 - PROGRESS: at 45.54% examples, 726229 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:15,114 : INFO : EPOCH 19 - PROGRESS: at 45.89% examples, 726232 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:16,127 : INFO : EPOCH 19 - PROGRESS: at 46.23% examples, 726392 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:17,131 : INFO : EPOCH 19 - PROGRESS: at 46.59% examples, 726365 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:18,136 : INFO : EPOCH 19 - PROGRESS: at 46.97% examples, 726283 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:19,137 : INFO : EPOCH 19 - PROGRESS: at 47.32% examples, 726301 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:20,141 : INFO : EPOCH 19 - PROGRESS: at 47.69% examples, 726374 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:21,154 : INFO : EPOCH 19 - PROGRESS: at 48.05% examples, 726328 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:22,157 : INFO : EPOCH 19 - PROGRESS: at 48.40% examples, 726358 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:23,163 : INFO : EPOCH 19 - PROGRESS: at 48.73% examples, 726316 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:24,165 : INFO : EPOCH 19 - PROGRESS: at 49.09% examples, 726435 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:25,166 : INFO : EPOCH 19 - PROGRESS: at 49.45% examples, 726426 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:26,172 : INFO : EPOCH 19 - PROGRESS: at 49.79% examples, 726408 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:27,183 : INFO : EPOCH 19 - PROGRESS: at 50.12% examples, 726420 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:28,187 : INFO : EPOCH 19 - PROGRESS: at 50.48% examples, 726557 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:29,196 : INFO : EPOCH 19 - PROGRESS: at 50.85% examples, 726473 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:30,199 : INFO : EPOCH 19 - PROGRESS: at 51.23% examples, 726465 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:31,212 : INFO : EPOCH 19 - PROGRESS: at 51.59% examples, 726383 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:32,224 : INFO : EPOCH 19 - PROGRESS: at 51.94% examples, 726370 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:33,227 : INFO : EPOCH 19 - PROGRESS: at 52.28% examples, 726412 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:34,233 : INFO : EPOCH 19 - PROGRESS: at 52.63% examples, 726431 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:35,240 : INFO : EPOCH 19 - PROGRESS: at 53.01% examples, 726483 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:36,241 : INFO : EPOCH 19 - PROGRESS: at 53.34% examples, 726500 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:37,242 : INFO : EPOCH 19 - PROGRESS: at 53.69% examples, 726565 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:38,255 : INFO : EPOCH 19 - PROGRESS: at 54.06% examples, 726546 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:39,269 : INFO : EPOCH 19 - PROGRESS: at 54.44% examples, 726521 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:40,272 : INFO : EPOCH 19 - PROGRESS: at 54.81% examples, 726567 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:41,284 : INFO : EPOCH 19 - PROGRESS: at 55.18% examples, 726548 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:42,308 : INFO : EPOCH 19 - PROGRESS: at 55.52% examples, 726561 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:43,314 : INFO : EPOCH 19 - PROGRESS: at 55.92% examples, 726610 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:44,328 : INFO : EPOCH 19 - PROGRESS: at 56.29% examples, 726574 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:45,333 : INFO : EPOCH 19 - PROGRESS: at 56.65% examples, 726559 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:46,348 : INFO : EPOCH 19 - PROGRESS: at 56.99% examples, 726568 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:47,362 : INFO : EPOCH 19 - PROGRESS: at 57.34% examples, 726593 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:48,365 : INFO : EPOCH 19 - PROGRESS: at 57.71% examples, 726626 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:49,381 : INFO : EPOCH 19 - PROGRESS: at 58.07% examples, 726632 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:50,386 : INFO : EPOCH 19 - PROGRESS: at 58.44% examples, 726692 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:51,399 : INFO : EPOCH 19 - PROGRESS: at 58.79% examples, 726704 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:55:52,414 : INFO : EPOCH 19 - PROGRESS: at 59.16% examples, 726799 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:53,419 : INFO : EPOCH 19 - PROGRESS: at 59.51% examples, 726779 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:54,424 : INFO : EPOCH 19 - PROGRESS: at 59.84% examples, 726878 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:55,427 : INFO : EPOCH 19 - PROGRESS: at 60.17% examples, 726901 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:56,439 : INFO : EPOCH 19 - PROGRESS: at 60.54% examples, 726929 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:57,443 : INFO : EPOCH 19 - PROGRESS: at 60.89% examples, 726935 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:58,444 : INFO : EPOCH 19 - PROGRESS: at 61.25% examples, 726958 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:55:59,456 : INFO : EPOCH 19 - PROGRESS: at 61.61% examples, 727019 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:00,461 : INFO : EPOCH 19 - PROGRESS: at 61.94% examples, 727029 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:01,463 : INFO : EPOCH 19 - PROGRESS: at 62.33% examples, 727128 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:02,463 : INFO : EPOCH 19 - PROGRESS: at 62.66% examples, 727168 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:03,467 : INFO : EPOCH 19 - PROGRESS: at 62.99% examples, 727215 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:56:04,474 : INFO : EPOCH 19 - PROGRESS: at 63.32% examples, 727219 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:05,495 : INFO : EPOCH 19 - PROGRESS: at 63.67% examples, 727233 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:06,508 : INFO : EPOCH 19 - PROGRESS: at 64.00% examples, 727273 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:07,513 : INFO : EPOCH 19 - PROGRESS: at 64.36% examples, 727309 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:08,528 : INFO : EPOCH 19 - PROGRESS: at 64.73% examples, 727330 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:09,538 : INFO : EPOCH 19 - PROGRESS: at 65.11% examples, 727385 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:10,546 : INFO : EPOCH 19 - PROGRESS: at 65.48% examples, 727330 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:56:11,553 : INFO : EPOCH 19 - PROGRESS: at 65.84% examples, 727320 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:12,564 : INFO : EPOCH 19 - PROGRESS: at 66.19% examples, 727301 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:13,565 : INFO : EPOCH 19 - PROGRESS: at 66.55% examples, 727356 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:14,568 : INFO : EPOCH 19 - PROGRESS: at 66.90% examples, 727325 words/s, in_qsize 7, out_qsize 2
2020-07-24 19:56:15,568 : INFO : EPOCH 19 - PROGRESS: at 67.27% examples, 727359 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:16,580 : INFO : EPOCH 19 - PROGRESS: at 67.62% examples, 727301 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:56:17,588 : INFO : EPOCH 19 - PROGRESS: at 67.97% examples, 727309 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:18,590 : INFO : EPOCH 19 - PROGRESS: at 68.34% examples, 727337 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:19,603 : INFO : EPOCH 19 - PROGRESS: at 68.69% examples, 727277 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:20,609 : INFO : EPOCH 19 - PROGRESS: at 69.05% examples, 727289 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:21,618 : INFO : EPOCH 19 - PROGRESS: at 69.41% examples, 727270 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:22,624 : INFO : EPOCH 19 - PROGRESS: at 69.73% examples, 727300 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:23,627 : INFO : EPOCH 19 - PROGRESS: at 70.10% examples, 727289 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:24,637 : INFO : EPOCH 19 - PROGRESS: at 70.46% examples, 727276 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:25,640 : INFO : EPOCH 19 - PROGRESS: at 70.82% examples, 727326 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:26,648 : INFO : EPOCH 19 - PROGRESS: at 71.17% examples, 727313 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:27,650 : INFO : EPOCH 19 - PROGRESS: at 71.54% examples, 727268 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:28,658 : INFO : EPOCH 19 - PROGRESS: at 71.90% examples, 727303 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:29,677 : INFO : EPOCH 19 - PROGRESS: at 72.24% examples, 727280 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:30,681 : INFO : EPOCH 19 - PROGRESS: at 72.60% examples, 727318 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:31,684 : INFO : EPOCH 19 - PROGRESS: at 72.96% examples, 727330 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:56:32,689 : INFO : EPOCH 19 - PROGRESS: at 73.34% examples, 727346 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:33,702 : INFO : EPOCH 19 - PROGRESS: at 73.69% examples, 727301 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:34,711 : INFO : EPOCH 19 - PROGRESS: at 74.07% examples, 727299 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:35,717 : INFO : EPOCH 19 - PROGRESS: at 74.42% examples, 727309 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:56:36,717 : INFO : EPOCH 19 - PROGRESS: at 74.79% examples, 727307 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:37,719 : INFO : EPOCH 19 - PROGRESS: at 75.11% examples, 727265 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:38,720 : INFO : EPOCH 19 - PROGRESS: at 75.47% examples, 727314 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:56:39,725 : INFO : EPOCH 19 - PROGRESS: at 75.78% examples, 727356 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:40,732 : INFO : EPOCH 19 - PROGRESS: at 76.13% examples, 727381 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:41,737 : INFO : EPOCH 19 - PROGRESS: at 76.51% examples, 727307 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:42,746 : INFO : EPOCH 19 - PROGRESS: at 76.84% examples, 727381 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:43,750 : INFO : EPOCH 19 - PROGRESS: at 77.21% examples, 727374 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:44,765 : INFO : EPOCH 19 - PROGRESS: at 77.57% examples, 727390 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:45,768 : INFO : EPOCH 19 - PROGRESS: at 77.94% examples, 727475 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:46,772 : INFO : EPOCH 19 - PROGRESS: at 78.31% examples, 727506 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:47,783 : INFO : EPOCH 19 - PROGRESS: at 78.61% examples, 727487 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:48,792 : INFO : EPOCH 19 - PROGRESS: at 78.97% examples, 727479 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:49,803 : INFO : EPOCH 19 - PROGRESS: at 79.31% examples, 727473 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:50,808 : INFO : EPOCH 19 - PROGRESS: at 79.66% examples, 727543 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:51,809 : INFO : EPOCH 19 - PROGRESS: at 80.01% examples, 727557 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:52,810 : INFO : EPOCH 19 - PROGRESS: at 80.36% examples, 727522 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:53,816 : INFO : EPOCH 19 - PROGRESS: at 80.71% examples, 727526 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:56:54,829 : INFO : EPOCH 19 - PROGRESS: at 81.07% examples, 727525 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:55,829 : INFO : EPOCH 19 - PROGRESS: at 81.43% examples, 727609 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:56,843 : INFO : EPOCH 19 - PROGRESS: at 81.78% examples, 727659 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:57,853 : INFO : EPOCH 19 - PROGRESS: at 82.13% examples, 727659 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:58,859 : INFO : EPOCH 19 - PROGRESS: at 82.50% examples, 727634 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:56:59,871 : INFO : EPOCH 19 - PROGRESS: at 82.85% examples, 727550 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:00,877 : INFO : EPOCH 19 - PROGRESS: at 83.19% examples, 727457 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:01,891 : INFO : EPOCH 19 - PROGRESS: at 83.53% examples, 727331 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:02,898 : INFO : EPOCH 19 - PROGRESS: at 83.88% examples, 727251 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:03,921 : INFO : EPOCH 19 - PROGRESS: at 84.18% examples, 726912 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:04,930 : INFO : EPOCH 19 - PROGRESS: at 84.48% examples, 726289 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:05,932 : INFO : EPOCH 19 - PROGRESS: at 84.80% examples, 726089 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:06,942 : INFO : EPOCH 19 - PROGRESS: at 85.17% examples, 726083 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:07,945 : INFO : EPOCH 19 - PROGRESS: at 85.53% examples, 726177 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:08,950 : INFO : EPOCH 19 - PROGRESS: at 85.88% examples, 726181 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:09,952 : INFO : EPOCH 19 - PROGRESS: at 86.24% examples, 726237 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:10,954 : INFO : EPOCH 19 - PROGRESS: at 86.62% examples, 726187 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:11,954 : INFO : EPOCH 19 - PROGRESS: at 86.97% examples, 726192 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:12,959 : INFO : EPOCH 19 - PROGRESS: at 87.32% examples, 726175 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:13,964 : INFO : EPOCH 19 - PROGRESS: at 87.65% examples, 726178 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:14,972 : INFO : EPOCH 19 - PROGRESS: at 88.02% examples, 726214 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:15,978 : INFO : EPOCH 19 - PROGRESS: at 88.35% examples, 726213 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:57:16,987 : INFO : EPOCH 19 - PROGRESS: at 88.73% examples, 726269 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:17,996 : INFO : EPOCH 19 - PROGRESS: at 89.08% examples, 726297 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:19,007 : INFO : EPOCH 19 - PROGRESS: at 89.45% examples, 726284 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:20,007 : INFO : EPOCH 19 - PROGRESS: at 89.80% examples, 726291 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:21,010 : INFO : EPOCH 19 - PROGRESS: at 90.16% examples, 726332 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:22,026 : INFO : EPOCH 19 - PROGRESS: at 90.51% examples, 726317 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:23,036 : INFO : EPOCH 19 - PROGRESS: at 90.87% examples, 726329 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:24,038 : INFO : EPOCH 19 - PROGRESS: at 91.22% examples, 726367 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:25,041 : INFO : EPOCH 19 - PROGRESS: at 91.58% examples, 726336 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:26,052 : INFO : EPOCH 19 - PROGRESS: at 91.93% examples, 726314 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:27,054 : INFO : EPOCH 19 - PROGRESS: at 92.30% examples, 726402 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:28,069 : INFO : EPOCH 19 - PROGRESS: at 92.65% examples, 726358 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:29,092 : INFO : EPOCH 19 - PROGRESS: at 93.02% examples, 726328 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:30,100 : INFO : EPOCH 19 - PROGRESS: at 93.36% examples, 726361 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:31,110 : INFO : EPOCH 19 - PROGRESS: at 93.71% examples, 726354 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:32,112 : INFO : EPOCH 19 - PROGRESS: at 94.06% examples, 726399 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:33,113 : INFO : EPOCH 19 - PROGRESS: at 94.43% examples, 726377 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:34,117 : INFO : EPOCH 19 - PROGRESS: at 94.79% examples, 726394 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:35,133 : INFO : EPOCH 19 - PROGRESS: at 95.15% examples, 726430 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:36,144 : INFO : EPOCH 19 - PROGRESS: at 95.52% examples, 726430 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:57:37,150 : INFO : EPOCH 19 - PROGRESS: at 95.86% examples, 726489 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:57:38,154 : INFO : EPOCH 19 - PROGRESS: at 96.23% examples, 726511 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:39,154 : INFO : EPOCH 19 - PROGRESS: at 96.59% examples, 726551 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:40,161 : INFO : EPOCH 19 - PROGRESS: at 96.94% examples, 726581 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:41,164 : INFO : EPOCH 19 - PROGRESS: at 97.29% examples, 726578 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:42,165 : INFO : EPOCH 19 - PROGRESS: at 97.65% examples, 726591 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:43,178 : INFO : EPOCH 19 - PROGRESS: at 97.99% examples, 726573 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:44,182 : INFO : EPOCH 19 - PROGRESS: at 98.35% examples, 726592 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:45,184 : INFO : EPOCH 19 - PROGRESS: at 98.72% examples, 726622 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:46,186 : INFO : EPOCH 19 - PROGRESS: at 99.09% examples, 726583 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:57:47,194 : INFO : EPOCH 19 - PROGRESS: at 99.46% examples, 726585 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:48,196 : INFO : EPOCH 19 - PROGRESS: at 99.80% examples, 726586 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:48,705 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 19:57:48,709 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 19:57:48,714 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 19:57:48,726 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 19:57:48,726 : INFO : EPOCH - 19 : training on 265957053 raw words (206775948 effective words) took 284.6s, 726614 effective words/s
2020-07-24 19:57:49,731 : INFO : EPOCH 20 - PROGRESS: at 0.33% examples, 712023 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:50,735 : INFO : EPOCH 20 - PROGRESS: at 0.72% examples, 715614 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:51,737 : INFO : EPOCH 20 - PROGRESS: at 1.05% examples, 716515 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:52,738 : INFO : EPOCH 20 - PROGRESS: at 1.40% examples, 716399 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:53,740 : INFO : EPOCH 20 - PROGRESS: at 1.76% examples, 717598 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:57:54,740 : INFO : EPOCH 20 - PROGRESS: at 2.10% examples, 719065 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:55,741 : INFO : EPOCH 20 - PROGRESS: at 2.44% examples, 720789 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:56,741 : INFO : EPOCH 20 - PROGRESS: at 2.79% examples, 722497 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:57,753 : INFO : EPOCH 20 - PROGRESS: at 3.15% examples, 722016 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:57:58,766 : INFO : EPOCH 20 - PROGRESS: at 3.50% examples, 722049 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:57:59,773 : INFO : EPOCH 20 - PROGRESS: at 3.86% examples, 722916 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:00,777 : INFO : EPOCH 20 - PROGRESS: at 4.21% examples, 722361 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:01,789 : INFO : EPOCH 20 - PROGRESS: at 4.56% examples, 722909 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:02,795 : INFO : EPOCH 20 - PROGRESS: at 4.91% examples, 722560 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:03,816 : INFO : EPOCH 20 - PROGRESS: at 5.28% examples, 723105 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:04,820 : INFO : EPOCH 20 - PROGRESS: at 5.67% examples, 722800 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:05,830 : INFO : EPOCH 20 - PROGRESS: at 6.04% examples, 722617 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:06,836 : INFO : EPOCH 20 - PROGRESS: at 6.39% examples, 723791 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:07,840 : INFO : EPOCH 20 - PROGRESS: at 6.73% examples, 723715 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:08,851 : INFO : EPOCH 20 - PROGRESS: at 7.08% examples, 723319 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:09,860 : INFO : EPOCH 20 - PROGRESS: at 7.42% examples, 723691 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:10,872 : INFO : EPOCH 20 - PROGRESS: at 7.78% examples, 723861 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:11,876 : INFO : EPOCH 20 - PROGRESS: at 8.13% examples, 724353 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:12,882 : INFO : EPOCH 20 - PROGRESS: at 8.49% examples, 723981 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:13,902 : INFO : EPOCH 20 - PROGRESS: at 8.84% examples, 723625 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:14,910 : INFO : EPOCH 20 - PROGRESS: at 9.20% examples, 723696 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:15,928 : INFO : EPOCH 20 - PROGRESS: at 9.56% examples, 723413 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:16,930 : INFO : EPOCH 20 - PROGRESS: at 9.90% examples, 723945 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:17,934 : INFO : EPOCH 20 - PROGRESS: at 10.27% examples, 724011 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:18,938 : INFO : EPOCH 20 - PROGRESS: at 10.61% examples, 723988 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:58:19,942 : INFO : EPOCH 20 - PROGRESS: at 10.95% examples, 723726 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:20,944 : INFO : EPOCH 20 - PROGRESS: at 11.29% examples, 724268 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:21,946 : INFO : EPOCH 20 - PROGRESS: at 11.61% examples, 724657 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:22,957 : INFO : EPOCH 20 - PROGRESS: at 11.99% examples, 724922 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:23,974 : INFO : EPOCH 20 - PROGRESS: at 12.35% examples, 724731 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:24,997 : INFO : EPOCH 20 - PROGRESS: at 12.72% examples, 724754 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:26,010 : INFO : EPOCH 20 - PROGRESS: at 13.10% examples, 724526 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:27,022 : INFO : EPOCH 20 - PROGRESS: at 13.43% examples, 724694 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:28,023 : INFO : EPOCH 20 - PROGRESS: at 13.76% examples, 724822 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:29,028 : INFO : EPOCH 20 - PROGRESS: at 14.10% examples, 724961 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:30,031 : INFO : EPOCH 20 - PROGRESS: at 14.46% examples, 724952 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:31,035 : INFO : EPOCH 20 - PROGRESS: at 14.83% examples, 725032 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:58:32,043 : INFO : EPOCH 20 - PROGRESS: at 15.18% examples, 724763 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:33,047 : INFO : EPOCH 20 - PROGRESS: at 15.52% examples, 724699 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:34,061 : INFO : EPOCH 20 - PROGRESS: at 15.89% examples, 724702 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:35,063 : INFO : EPOCH 20 - PROGRESS: at 16.23% examples, 724890 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:36,069 : INFO : EPOCH 20 - PROGRESS: at 16.58% examples, 724992 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:58:37,080 : INFO : EPOCH 20 - PROGRESS: at 16.95% examples, 725087 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:58:38,082 : INFO : EPOCH 20 - PROGRESS: at 17.29% examples, 725234 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:39,083 : INFO : EPOCH 20 - PROGRESS: at 17.64% examples, 725216 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:40,087 : INFO : EPOCH 20 - PROGRESS: at 18.00% examples, 725185 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:58:41,094 : INFO : EPOCH 20 - PROGRESS: at 18.34% examples, 725224 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:42,110 : INFO : EPOCH 20 - PROGRESS: at 18.69% examples, 725208 words/s, in_qsize 7, out_qsize 1
2020-07-24 19:58:43,114 : INFO : EPOCH 20 - PROGRESS: at 19.05% examples, 725156 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:44,123 : INFO : EPOCH 20 - PROGRESS: at 19.40% examples, 725230 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:45,124 : INFO : EPOCH 20 - PROGRESS: at 19.75% examples, 725265 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:46,138 : INFO : EPOCH 20 - PROGRESS: at 20.12% examples, 725059 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:47,145 : INFO : EPOCH 20 - PROGRESS: at 20.48% examples, 725163 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:58:48,154 : INFO : EPOCH 20 - PROGRESS: at 20.85% examples, 725064 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:49,155 : INFO : EPOCH 20 - PROGRESS: at 21.20% examples, 725315 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:50,159 : INFO : EPOCH 20 - PROGRESS: at 21.53% examples, 725253 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:51,164 : INFO : EPOCH 20 - PROGRESS: at 21.88% examples, 725211 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:52,166 : INFO : EPOCH 20 - PROGRESS: at 22.23% examples, 725112 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:53,169 : INFO : EPOCH 20 - PROGRESS: at 22.58% examples, 725070 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:54,177 : INFO : EPOCH 20 - PROGRESS: at 22.93% examples, 724996 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:55,190 : INFO : EPOCH 20 - PROGRESS: at 23.27% examples, 724965 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:56,193 : INFO : EPOCH 20 - PROGRESS: at 23.64% examples, 725009 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:57,199 : INFO : EPOCH 20 - PROGRESS: at 24.00% examples, 724886 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:58,225 : INFO : EPOCH 20 - PROGRESS: at 24.37% examples, 724857 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:58:59,231 : INFO : EPOCH 20 - PROGRESS: at 24.74% examples, 724846 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:00,248 : INFO : EPOCH 20 - PROGRESS: at 25.09% examples, 724767 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:01,253 : INFO : EPOCH 20 - PROGRESS: at 25.45% examples, 724901 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:02,273 : INFO : EPOCH 20 - PROGRESS: at 25.82% examples, 724865 words/s, in_qsize 6, out_qsize 1
2020-07-24 19:59:03,273 : INFO : EPOCH 20 - PROGRESS: at 26.17% examples, 724956 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:04,288 : INFO : EPOCH 20 - PROGRESS: at 26.54% examples, 724901 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:05,295 : INFO : EPOCH 20 - PROGRESS: at 26.91% examples, 725028 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:06,297 : INFO : EPOCH 20 - PROGRESS: at 27.27% examples, 724946 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:59:07,306 : INFO : EPOCH 20 - PROGRESS: at 27.61% examples, 724910 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:08,306 : INFO : EPOCH 20 - PROGRESS: at 27.95% examples, 725106 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:09,318 : INFO : EPOCH 20 - PROGRESS: at 28.29% examples, 725024 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:10,340 : INFO : EPOCH 20 - PROGRESS: at 28.68% examples, 725021 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:11,344 : INFO : EPOCH 20 - PROGRESS: at 29.03% examples, 724926 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:12,347 : INFO : EPOCH 20 - PROGRESS: at 29.39% examples, 725082 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:13,356 : INFO : EPOCH 20 - PROGRESS: at 29.77% examples, 725003 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:14,359 : INFO : EPOCH 20 - PROGRESS: at 30.13% examples, 725036 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:15,375 : INFO : EPOCH 20 - PROGRESS: at 30.48% examples, 725178 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:16,380 : INFO : EPOCH 20 - PROGRESS: at 30.81% examples, 725342 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:17,383 : INFO : EPOCH 20 - PROGRESS: at 31.16% examples, 725397 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:18,386 : INFO : EPOCH 20 - PROGRESS: at 31.53% examples, 725528 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:19,397 : INFO : EPOCH 20 - PROGRESS: at 31.88% examples, 725487 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:20,417 : INFO : EPOCH 20 - PROGRESS: at 32.24% examples, 725557 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:21,421 : INFO : EPOCH 20 - PROGRESS: at 32.59% examples, 725569 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:22,429 : INFO : EPOCH 20 - PROGRESS: at 32.94% examples, 725519 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:23,429 : INFO : EPOCH 20 - PROGRESS: at 33.28% examples, 725574 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:24,435 : INFO : EPOCH 20 - PROGRESS: at 33.64% examples, 725612 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:25,438 : INFO : EPOCH 20 - PROGRESS: at 33.98% examples, 725644 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:26,456 : INFO : EPOCH 20 - PROGRESS: at 34.31% examples, 725702 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:59:27,467 : INFO : EPOCH 20 - PROGRESS: at 34.67% examples, 725630 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:28,472 : INFO : EPOCH 20 - PROGRESS: at 35.05% examples, 725686 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:29,485 : INFO : EPOCH 20 - PROGRESS: at 35.38% examples, 725753 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:30,490 : INFO : EPOCH 20 - PROGRESS: at 35.74% examples, 725741 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:31,493 : INFO : EPOCH 20 - PROGRESS: at 36.11% examples, 725657 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:32,506 : INFO : EPOCH 20 - PROGRESS: at 36.46% examples, 725677 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:33,514 : INFO : EPOCH 20 - PROGRESS: at 36.80% examples, 725774 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:34,525 : INFO : EPOCH 20 - PROGRESS: at 37.14% examples, 725700 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:35,537 : INFO : EPOCH 20 - PROGRESS: at 37.51% examples, 725675 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:36,547 : INFO : EPOCH 20 - PROGRESS: at 37.84% examples, 725730 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:59:37,567 : INFO : EPOCH 20 - PROGRESS: at 38.19% examples, 725700 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:38,574 : INFO : EPOCH 20 - PROGRESS: at 38.54% examples, 725628 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:39,579 : INFO : EPOCH 20 - PROGRESS: at 38.90% examples, 725382 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:40,601 : INFO : EPOCH 20 - PROGRESS: at 39.24% examples, 725122 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:41,610 : INFO : EPOCH 20 - PROGRESS: at 39.58% examples, 724965 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:42,615 : INFO : EPOCH 20 - PROGRESS: at 39.92% examples, 724685 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:43,628 : INFO : EPOCH 20 - PROGRESS: at 40.25% examples, 724080 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:44,645 : INFO : EPOCH 20 - PROGRESS: at 40.54% examples, 722929 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:45,646 : INFO : EPOCH 20 - PROGRESS: at 40.85% examples, 722526 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:46,653 : INFO : EPOCH 20 - PROGRESS: at 41.19% examples, 722610 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:47,665 : INFO : EPOCH 20 - PROGRESS: at 41.53% examples, 722674 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:48,667 : INFO : EPOCH 20 - PROGRESS: at 41.89% examples, 722653 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:49,684 : INFO : EPOCH 20 - PROGRESS: at 42.25% examples, 722682 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:59:50,688 : INFO : EPOCH 20 - PROGRESS: at 42.62% examples, 722635 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:51,694 : INFO : EPOCH 20 - PROGRESS: at 42.96% examples, 722779 words/s, in_qsize 8, out_qsize 0
2020-07-24 19:59:52,708 : INFO : EPOCH 20 - PROGRESS: at 43.30% examples, 722817 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:53,715 : INFO : EPOCH 20 - PROGRESS: at 43.64% examples, 722884 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:54,723 : INFO : EPOCH 20 - PROGRESS: at 43.99% examples, 723022 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:55,733 : INFO : EPOCH 20 - PROGRESS: at 44.35% examples, 722996 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:56,741 : INFO : EPOCH 20 - PROGRESS: at 44.67% examples, 723097 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:57,742 : INFO : EPOCH 20 - PROGRESS: at 45.03% examples, 723135 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:58,754 : INFO : EPOCH 20 - PROGRESS: at 45.38% examples, 723083 words/s, in_qsize 7, out_qsize 0
2020-07-24 19:59:59,756 : INFO : EPOCH 20 - PROGRESS: at 45.70% examples, 723210 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:00,756 : INFO : EPOCH 20 - PROGRESS: at 46.07% examples, 723214 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:01,766 : INFO : EPOCH 20 - PROGRESS: at 46.41% examples, 723209 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:02,777 : INFO : EPOCH 20 - PROGRESS: at 46.77% examples, 723190 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:03,784 : INFO : EPOCH 20 - PROGRESS: at 47.14% examples, 723179 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:04,797 : INFO : EPOCH 20 - PROGRESS: at 47.49% examples, 723276 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:05,803 : INFO : EPOCH 20 - PROGRESS: at 47.88% examples, 723307 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:06,814 : INFO : EPOCH 20 - PROGRESS: at 48.22% examples, 723255 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:07,822 : INFO : EPOCH 20 - PROGRESS: at 48.55% examples, 723254 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:08,842 : INFO : EPOCH 20 - PROGRESS: at 48.89% examples, 723331 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:09,854 : INFO : EPOCH 20 - PROGRESS: at 49.27% examples, 723276 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:10,864 : INFO : EPOCH 20 - PROGRESS: at 49.62% examples, 723382 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:11,872 : INFO : EPOCH 20 - PROGRESS: at 49.96% examples, 723488 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:12,886 : INFO : EPOCH 20 - PROGRESS: at 50.32% examples, 723473 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:13,886 : INFO : EPOCH 20 - PROGRESS: at 50.68% examples, 723610 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:14,890 : INFO : EPOCH 20 - PROGRESS: at 51.07% examples, 723499 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:00:15,894 : INFO : EPOCH 20 - PROGRESS: at 51.41% examples, 723440 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:16,901 : INFO : EPOCH 20 - PROGRESS: at 51.76% examples, 723502 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:00:17,913 : INFO : EPOCH 20 - PROGRESS: at 52.11% examples, 723481 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:18,923 : INFO : EPOCH 20 - PROGRESS: at 52.46% examples, 723538 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:19,929 : INFO : EPOCH 20 - PROGRESS: at 52.81% examples, 723551 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:20,930 : INFO : EPOCH 20 - PROGRESS: at 53.19% examples, 723584 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:21,948 : INFO : EPOCH 20 - PROGRESS: at 53.52% examples, 723625 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:22,968 : INFO : EPOCH 20 - PROGRESS: at 53.87% examples, 723618 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:23,970 : INFO : EPOCH 20 - PROGRESS: at 54.23% examples, 723497 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:00:24,970 : INFO : EPOCH 20 - PROGRESS: at 54.60% examples, 723558 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:25,973 : INFO : EPOCH 20 - PROGRESS: at 54.98% examples, 723558 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:26,976 : INFO : EPOCH 20 - PROGRESS: at 55.35% examples, 723464 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:27,982 : INFO : EPOCH 20 - PROGRESS: at 55.68% examples, 723483 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:28,982 : INFO : EPOCH 20 - PROGRESS: at 56.06% examples, 723509 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:29,989 : INFO : EPOCH 20 - PROGRESS: at 56.44% examples, 723478 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:31,002 : INFO : EPOCH 20 - PROGRESS: at 56.78% examples, 723536 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:00:32,003 : INFO : EPOCH 20 - PROGRESS: at 57.13% examples, 723587 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:33,004 : INFO : EPOCH 20 - PROGRESS: at 57.48% examples, 723603 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:34,013 : INFO : EPOCH 20 - PROGRESS: at 57.84% examples, 723568 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:35,039 : INFO : EPOCH 20 - PROGRESS: at 58.20% examples, 723620 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:00:36,052 : INFO : EPOCH 20 - PROGRESS: at 58.56% examples, 723629 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:37,055 : INFO : EPOCH 20 - PROGRESS: at 58.91% examples, 723636 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:38,058 : INFO : EPOCH 20 - PROGRESS: at 59.27% examples, 723683 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:39,062 : INFO : EPOCH 20 - PROGRESS: at 59.63% examples, 723705 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:40,064 : INFO : EPOCH 20 - PROGRESS: at 59.93% examples, 723787 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:00:41,068 : INFO : EPOCH 20 - PROGRESS: at 60.29% examples, 723852 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:42,070 : INFO : EPOCH 20 - PROGRESS: at 60.65% examples, 723834 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:43,084 : INFO : EPOCH 20 - PROGRESS: at 61.00% examples, 723825 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:00:44,086 : INFO : EPOCH 20 - PROGRESS: at 61.36% examples, 723862 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:45,088 : INFO : EPOCH 20 - PROGRESS: at 61.72% examples, 723881 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:46,092 : INFO : EPOCH 20 - PROGRESS: at 62.05% examples, 723919 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:47,092 : INFO : EPOCH 20 - PROGRESS: at 62.41% examples, 723935 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:48,098 : INFO : EPOCH 20 - PROGRESS: at 62.75% examples, 723920 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:49,106 : INFO : EPOCH 20 - PROGRESS: at 63.08% examples, 724000 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:50,115 : INFO : EPOCH 20 - PROGRESS: at 63.41% examples, 724053 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:51,124 : INFO : EPOCH 20 - PROGRESS: at 63.76% examples, 724008 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:52,136 : INFO : EPOCH 20 - PROGRESS: at 64.07% examples, 724073 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:53,137 : INFO : EPOCH 20 - PROGRESS: at 64.44% examples, 724106 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:54,140 : INFO : EPOCH 20 - PROGRESS: at 64.81% examples, 724160 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:55,151 : INFO : EPOCH 20 - PROGRESS: at 65.19% examples, 724153 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:56,152 : INFO : EPOCH 20 - PROGRESS: at 65.55% examples, 724143 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:57,154 : INFO : EPOCH 20 - PROGRESS: at 65.91% examples, 724090 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:58,156 : INFO : EPOCH 20 - PROGRESS: at 66.26% examples, 724095 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:00:59,159 : INFO : EPOCH 20 - PROGRESS: at 66.61% examples, 724137 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:00,178 : INFO : EPOCH 20 - PROGRESS: at 66.96% examples, 724108 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:01,182 : INFO : EPOCH 20 - PROGRESS: at 67.33% examples, 724198 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:02,183 : INFO : EPOCH 20 - PROGRESS: at 67.70% examples, 724231 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:03,190 : INFO : EPOCH 20 - PROGRESS: at 68.05% examples, 724225 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:04,200 : INFO : EPOCH 20 - PROGRESS: at 68.41% examples, 724189 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:05,213 : INFO : EPOCH 20 - PROGRESS: at 68.77% examples, 724186 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:06,231 : INFO : EPOCH 20 - PROGRESS: at 69.12% examples, 724202 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:07,245 : INFO : EPOCH 20 - PROGRESS: at 69.48% examples, 724204 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:01:08,250 : INFO : EPOCH 20 - PROGRESS: at 69.81% examples, 724248 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:09,252 : INFO : EPOCH 20 - PROGRESS: at 70.18% examples, 724245 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:10,254 : INFO : EPOCH 20 - PROGRESS: at 70.52% examples, 724303 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:11,254 : INFO : EPOCH 20 - PROGRESS: at 70.87% examples, 724313 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:12,255 : INFO : EPOCH 20 - PROGRESS: at 71.24% examples, 724319 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:01:13,255 : INFO : EPOCH 20 - PROGRESS: at 71.59% examples, 724290 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:14,258 : INFO : EPOCH 20 - PROGRESS: at 71.95% examples, 724316 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:15,288 : INFO : EPOCH 20 - PROGRESS: at 72.30% examples, 724279 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:16,296 : INFO : EPOCH 20 - PROGRESS: at 72.66% examples, 724343 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:17,303 : INFO : EPOCH 20 - PROGRESS: at 73.03% examples, 724384 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:01:18,311 : INFO : EPOCH 20 - PROGRESS: at 73.42% examples, 724383 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:19,319 : INFO : EPOCH 20 - PROGRESS: at 73.76% examples, 724393 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:20,324 : INFO : EPOCH 20 - PROGRESS: at 74.13% examples, 724338 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:21,340 : INFO : EPOCH 20 - PROGRESS: at 74.49% examples, 724309 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:22,343 : INFO : EPOCH 20 - PROGRESS: at 74.86% examples, 724349 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:23,366 : INFO : EPOCH 20 - PROGRESS: at 75.20% examples, 724356 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:24,366 : INFO : EPOCH 20 - PROGRESS: at 75.54% examples, 724404 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:25,367 : INFO : EPOCH 20 - PROGRESS: at 75.85% examples, 724458 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:26,368 : INFO : EPOCH 20 - PROGRESS: at 76.21% examples, 724459 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:27,378 : INFO : EPOCH 20 - PROGRESS: at 76.58% examples, 724487 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:28,381 : INFO : EPOCH 20 - PROGRESS: at 76.92% examples, 724550 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:29,389 : INFO : EPOCH 20 - PROGRESS: at 77.28% examples, 724534 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:30,414 : INFO : EPOCH 20 - PROGRESS: at 77.65% examples, 724558 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:01:31,427 : INFO : EPOCH 20 - PROGRESS: at 78.02% examples, 724591 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:32,429 : INFO : EPOCH 20 - PROGRESS: at 78.37% examples, 724605 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:33,445 : INFO : EPOCH 20 - PROGRESS: at 78.69% examples, 724651 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:34,451 : INFO : EPOCH 20 - PROGRESS: at 79.04% examples, 724676 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:35,467 : INFO : EPOCH 20 - PROGRESS: at 79.38% examples, 724654 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:36,471 : INFO : EPOCH 20 - PROGRESS: at 79.73% examples, 724688 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:37,472 : INFO : EPOCH 20 - PROGRESS: at 80.08% examples, 724698 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:01:38,478 : INFO : EPOCH 20 - PROGRESS: at 80.43% examples, 724703 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:01:39,496 : INFO : EPOCH 20 - PROGRESS: at 80.78% examples, 724701 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:40,500 : INFO : EPOCH 20 - PROGRESS: at 81.14% examples, 724707 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:41,508 : INFO : EPOCH 20 - PROGRESS: at 81.50% examples, 724730 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:42,515 : INFO : EPOCH 20 - PROGRESS: at 81.84% examples, 724831 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:01:43,517 : INFO : EPOCH 20 - PROGRESS: at 82.19% examples, 724819 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:44,527 : INFO : EPOCH 20 - PROGRESS: at 82.56% examples, 724789 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:45,533 : INFO : EPOCH 20 - PROGRESS: at 82.92% examples, 724842 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:46,536 : INFO : EPOCH 20 - PROGRESS: at 83.28% examples, 724841 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:47,540 : INFO : EPOCH 20 - PROGRESS: at 83.61% examples, 724814 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:48,546 : INFO : EPOCH 20 - PROGRESS: at 83.98% examples, 724824 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:49,562 : INFO : EPOCH 20 - PROGRESS: at 84.33% examples, 724868 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:50,570 : INFO : EPOCH 20 - PROGRESS: at 84.67% examples, 724824 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:51,583 : INFO : EPOCH 20 - PROGRESS: at 85.04% examples, 724795 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:52,590 : INFO : EPOCH 20 - PROGRESS: at 85.40% examples, 724827 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:53,593 : INFO : EPOCH 20 - PROGRESS: at 85.75% examples, 724866 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:01:54,595 : INFO : EPOCH 20 - PROGRESS: at 86.11% examples, 724875 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:55,602 : INFO : EPOCH 20 - PROGRESS: at 86.48% examples, 724880 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:56,605 : INFO : EPOCH 20 - PROGRESS: at 86.84% examples, 724801 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:57,606 : INFO : EPOCH 20 - PROGRESS: at 87.18% examples, 724829 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:58,610 : INFO : EPOCH 20 - PROGRESS: at 87.52% examples, 724821 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:01:59,615 : INFO : EPOCH 20 - PROGRESS: at 87.86% examples, 724837 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:00,619 : INFO : EPOCH 20 - PROGRESS: at 88.20% examples, 724841 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:01,623 : INFO : EPOCH 20 - PROGRESS: at 88.55% examples, 724817 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:02,624 : INFO : EPOCH 20 - PROGRESS: at 88.92% examples, 724805 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:03,626 : INFO : EPOCH 20 - PROGRESS: at 89.29% examples, 724848 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:04,629 : INFO : EPOCH 20 - PROGRESS: at 89.63% examples, 724816 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:05,631 : INFO : EPOCH 20 - PROGRESS: at 89.99% examples, 724858 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:02:06,639 : INFO : EPOCH 20 - PROGRESS: at 90.34% examples, 724867 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:07,644 : INFO : EPOCH 20 - PROGRESS: at 90.70% examples, 724894 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:08,648 : INFO : EPOCH 20 - PROGRESS: at 91.05% examples, 724878 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:09,649 : INFO : EPOCH 20 - PROGRESS: at 91.41% examples, 724889 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:10,652 : INFO : EPOCH 20 - PROGRESS: at 91.76% examples, 724834 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:02:11,667 : INFO : EPOCH 20 - PROGRESS: at 92.12% examples, 724884 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:12,678 : INFO : EPOCH 20 - PROGRESS: at 92.49% examples, 724908 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:13,692 : INFO : EPOCH 20 - PROGRESS: at 92.83% examples, 724897 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:14,701 : INFO : EPOCH 20 - PROGRESS: at 93.20% examples, 724911 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:15,702 : INFO : EPOCH 20 - PROGRESS: at 93.54% examples, 724930 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:02:16,708 : INFO : EPOCH 20 - PROGRESS: at 93.88% examples, 724920 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:17,727 : INFO : EPOCH 20 - PROGRESS: at 94.23% examples, 724902 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:18,727 : INFO : EPOCH 20 - PROGRESS: at 94.61% examples, 724907 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:19,733 : INFO : EPOCH 20 - PROGRESS: at 94.96% examples, 724915 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:20,746 : INFO : EPOCH 20 - PROGRESS: at 95.32% examples, 724878 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:21,760 : INFO : EPOCH 20 - PROGRESS: at 95.66% examples, 724834 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:22,767 : INFO : EPOCH 20 - PROGRESS: at 96.01% examples, 724770 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:23,774 : INFO : EPOCH 20 - PROGRESS: at 96.36% examples, 724642 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:24,774 : INFO : EPOCH 20 - PROGRESS: at 96.70% examples, 724546 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:25,775 : INFO : EPOCH 20 - PROGRESS: at 97.00% examples, 724343 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:26,781 : INFO : EPOCH 20 - PROGRESS: at 97.29% examples, 723856 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:27,790 : INFO : EPOCH 20 - PROGRESS: at 97.62% examples, 723707 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:28,794 : INFO : EPOCH 20 - PROGRESS: at 97.97% examples, 723735 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:29,796 : INFO : EPOCH 20 - PROGRESS: at 98.32% examples, 723731 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:30,809 : INFO : EPOCH 20 - PROGRESS: at 98.69% examples, 723746 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:31,813 : INFO : EPOCH 20 - PROGRESS: at 99.06% examples, 723711 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:32,813 : INFO : EPOCH 20 - PROGRESS: at 99.43% examples, 723716 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:02:33,820 : INFO : EPOCH 20 - PROGRESS: at 99.77% examples, 723713 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:02:34,405 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 20:02:34,422 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 20:02:34,427 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 20:02:34,430 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 20:02:34,430 : INFO : EPOCH - 20 : training on 265957053 raw words (206775739 effective words) took 285.7s, 723751 effective words/s
2020-07-24 20:02:34,431 : INFO : training on a 5319141060 raw words (4135464604 effective words) took 5831.2s, 709195 effective words/s
2020-07-24 20:02:34,431 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[13]-1595620954.431684].model, separately None
2020-07-24 20:02:34,432 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[13]-1595620954.431684].model.trainables.syn1neg.npy
2020-07-24 20:02:35,097 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[13]-1595620954.431684].model.wv.vectors.npy
2020-07-24 20:02:35,756 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[13]-1595620954.431684].model.docvecs.vectors_docs.npy
2020-07-24 20:02:37,681 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[13]-1595620954.431684].model
2020-07-24 20:02:37,682 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[13]-1595620954.431684].model
2020-07-24 20:24:20,676 : INFO : collecting all words and their counts
2020-07-24 20:24:20,703 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-24 20:24:22,223 : INFO : PROGRESS: at example #10000, processed 6788911 words (4541395/s), 33719 word types, 454451 tags
2020-07-24 20:24:23,694 : INFO : PROGRESS: at example #20000, processed 13570837 words (4613302/s), 35667 word types, 454451 tags
2020-07-24 20:24:25,136 : INFO : PROGRESS: at example #30000, processed 20176428 words (4583449/s), 37440 word types, 454451 tags
2020-07-24 20:24:26,607 : INFO : PROGRESS: at example #40000, processed 26874719 words (4557776/s), 39552 word types, 454451 tags
2020-07-24 20:24:28,060 : INFO : PROGRESS: at example #50000, processed 33481791 words (4550476/s), 41404 word types, 454451 tags
2020-07-24 20:24:29,514 : INFO : PROGRESS: at example #60000, processed 40073114 words (4535676/s), 43190 word types, 454451 tags
2020-07-24 20:24:30,919 : INFO : PROGRESS: at example #70000, processed 46441207 words (4535932/s), 44385 word types, 454451 tags
2020-07-24 20:24:32,378 : INFO : PROGRESS: at example #80000, processed 53050129 words (4530914/s), 46034 word types, 454451 tags
2020-07-24 20:24:33,872 : INFO : PROGRESS: at example #90000, processed 59819535 words (4536123/s), 48012 word types, 454451 tags
2020-07-24 20:24:35,344 : INFO : PROGRESS: at example #100000, processed 66486081 words (4529946/s), 49556 word types, 454451 tags
2020-07-24 20:24:36,806 : INFO : PROGRESS: at example #110000, processed 73047161 words (4492078/s), 52689 word types, 454451 tags
2020-07-24 20:24:38,262 : INFO : PROGRESS: at example #120000, processed 79588484 words (4496716/s), 54317 word types, 454451 tags
2020-07-24 20:24:39,712 : INFO : PROGRESS: at example #130000, processed 86115513 words (4504120/s), 56454 word types, 454451 tags
2020-07-24 20:24:41,171 : INFO : PROGRESS: at example #140000, processed 92682101 words (4503931/s), 57838 word types, 454451 tags
2020-07-24 20:24:42,690 : INFO : PROGRESS: at example #150000, processed 99498899 words (4490821/s), 59794 word types, 454451 tags
2020-07-24 20:24:44,179 : INFO : PROGRESS: at example #160000, processed 106179995 words (4489707/s), 61099 word types, 454451 tags
2020-07-24 20:24:45,702 : INFO : PROGRESS: at example #170000, processed 112999035 words (4479381/s), 62444 word types, 454451 tags
2020-07-24 20:24:47,195 : INFO : PROGRESS: at example #180000, processed 119680131 words (4479678/s), 63962 word types, 454451 tags
2020-07-24 20:24:48,689 : INFO : PROGRESS: at example #190000, processed 126380106 words (4486787/s), 66345 word types, 454451 tags
2020-07-24 20:24:50,161 : INFO : PROGRESS: at example #200000, processed 132976350 words (4482939/s), 67791 word types, 454451 tags
2020-07-24 20:24:51,658 : INFO : PROGRESS: at example #210000, processed 139695412 words (4490566/s), 69282 word types, 454451 tags
2020-07-24 20:24:53,108 : INFO : PROGRESS: at example #220000, processed 146168882 words (4468081/s), 70340 word types, 454451 tags
2020-07-24 20:24:54,554 : INFO : PROGRESS: at example #230000, processed 152641569 words (4480035/s), 71682 word types, 454451 tags
2020-07-24 20:24:56,042 : INFO : PROGRESS: at example #240000, processed 159302740 words (4480362/s), 73231 word types, 454451 tags
2020-07-24 20:24:57,502 : INFO : PROGRESS: at example #250000, processed 165829872 words (4472162/s), 74442 word types, 454451 tags
2020-07-24 20:24:59,006 : INFO : PROGRESS: at example #260000, processed 172573224 words (4488434/s), 75947 word types, 454451 tags
2020-07-24 20:25:00,493 : INFO : PROGRESS: at example #270000, processed 179227561 words (4477818/s), 77712 word types, 454451 tags
2020-07-24 20:25:02,011 : INFO : PROGRESS: at example #280000, processed 186066751 words (4506436/s), 79828 word types, 454451 tags
2020-07-24 20:25:03,501 : INFO : PROGRESS: at example #290000, processed 192737450 words (4480430/s), 81208 word types, 454451 tags
2020-07-24 20:25:05,071 : INFO : PROGRESS: at example #300000, processed 199704898 words (4441950/s), 84550 word types, 454451 tags
2020-07-24 20:25:06,565 : INFO : PROGRESS: at example #310000, processed 206357152 words (4455031/s), 85649 word types, 454451 tags
2020-07-24 20:25:08,042 : INFO : PROGRESS: at example #320000, processed 212939979 words (4460407/s), 87138 word types, 454451 tags
2020-07-24 20:25:09,533 : INFO : PROGRESS: at example #330000, processed 219553440 words (4437515/s), 88231 word types, 454451 tags
2020-07-24 20:25:11,034 : INFO : PROGRESS: at example #340000, processed 226211833 words (4438776/s), 90018 word types, 454451 tags
2020-07-24 20:25:12,503 : INFO : PROGRESS: at example #350000, processed 232753206 words (4457527/s), 91217 word types, 454451 tags
2020-07-24 20:25:13,991 : INFO : PROGRESS: at example #360000, processed 239364511 words (4445402/s), 92568 word types, 454451 tags
2020-07-24 20:25:15,486 : INFO : PROGRESS: at example #370000, processed 246014207 words (4450874/s), 93767 word types, 454451 tags
2020-07-24 20:25:16,985 : INFO : PROGRESS: at example #380000, processed 252671088 words (4445173/s), 95054 word types, 454451 tags
2020-07-24 20:25:18,467 : INFO : PROGRESS: at example #390000, processed 259274864 words (4458322/s), 96345 word types, 454451 tags
2020-07-24 20:25:20,000 : INFO : collected 97758 word types and 454451 unique tags from a corpus of 400000 examples and 266101604 words
2020-07-24 20:25:20,001 : INFO : Updating model with new vocabulary
2020-07-24 20:25:20,173 : INFO : New added 97758 unique words (50% of original 195516) and increased the count of 97758 pre-existing words (50% of original 195516)
2020-07-24 20:25:20,794 : INFO : deleting the raw counts dictionary of 97758 items
2020-07-24 20:25:20,799 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-24 20:25:20,800 : INFO : downsampling leaves estimated 420958229 word corpus (158.2% of prior 266101604)
2020-07-24 20:25:21,986 : INFO : estimated required memory for 195516 words and 500 dimensions: 1788724000 bytes
2020-07-24 20:25:21,987 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-24 20:25:29,797 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-24 20:25:29,798 : INFO : training model with 4 workers on 690032 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-24 20:25:30,816 : INFO : EPOCH 1 - PROGRESS: at 0.33% examples, 700371 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:31,827 : INFO : EPOCH 1 - PROGRESS: at 0.67% examples, 713625 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:32,842 : INFO : EPOCH 1 - PROGRESS: at 1.05% examples, 713979 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:33,852 : INFO : EPOCH 1 - PROGRESS: at 1.40% examples, 717722 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:34,861 : INFO : EPOCH 1 - PROGRESS: at 1.74% examples, 719408 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:35,864 : INFO : EPOCH 1 - PROGRESS: at 2.09% examples, 721214 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:36,867 : INFO : EPOCH 1 - PROGRESS: at 2.42% examples, 722752 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:37,869 : INFO : EPOCH 1 - PROGRESS: at 2.79% examples, 722610 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:38,877 : INFO : EPOCH 1 - PROGRESS: at 3.16% examples, 722580 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:39,877 : INFO : EPOCH 1 - PROGRESS: at 3.51% examples, 722844 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:40,895 : INFO : EPOCH 1 - PROGRESS: at 3.84% examples, 724320 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:41,898 : INFO : EPOCH 1 - PROGRESS: at 4.18% examples, 724195 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:42,904 : INFO : EPOCH 1 - PROGRESS: at 4.52% examples, 724647 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:43,904 : INFO : EPOCH 1 - PROGRESS: at 4.86% examples, 725042 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:44,916 : INFO : EPOCH 1 - PROGRESS: at 5.21% examples, 724943 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:25:45,928 : INFO : EPOCH 1 - PROGRESS: at 5.58% examples, 725211 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:46,931 : INFO : EPOCH 1 - PROGRESS: at 5.95% examples, 724601 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:47,945 : INFO : EPOCH 1 - PROGRESS: at 6.29% examples, 725246 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:25:48,945 : INFO : EPOCH 1 - PROGRESS: at 6.65% examples, 725789 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:49,963 : INFO : EPOCH 1 - PROGRESS: at 7.02% examples, 725822 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:50,985 : INFO : EPOCH 1 - PROGRESS: at 7.38% examples, 725610 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:51,993 : INFO : EPOCH 1 - PROGRESS: at 7.75% examples, 725770 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:53,000 : INFO : EPOCH 1 - PROGRESS: at 8.10% examples, 725010 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:54,019 : INFO : EPOCH 1 - PROGRESS: at 8.49% examples, 724713 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:25:55,022 : INFO : EPOCH 1 - PROGRESS: at 8.82% examples, 725442 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:25:56,026 : INFO : EPOCH 1 - PROGRESS: at 9.16% examples, 725165 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:57,033 : INFO : EPOCH 1 - PROGRESS: at 9.50% examples, 725484 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:25:58,034 : INFO : EPOCH 1 - PROGRESS: at 9.83% examples, 726063 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:25:59,043 : INFO : EPOCH 1 - PROGRESS: at 10.17% examples, 725901 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:00,052 : INFO : EPOCH 1 - PROGRESS: at 10.50% examples, 726403 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:01,054 : INFO : EPOCH 1 - PROGRESS: at 10.89% examples, 726094 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:02,057 : INFO : EPOCH 1 - PROGRESS: at 11.24% examples, 726212 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:03,058 : INFO : EPOCH 1 - PROGRESS: at 11.61% examples, 726096 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:26:04,063 : INFO : EPOCH 1 - PROGRESS: at 11.99% examples, 726278 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:05,079 : INFO : EPOCH 1 - PROGRESS: at 12.31% examples, 726230 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:06,081 : INFO : EPOCH 1 - PROGRESS: at 12.67% examples, 725961 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:07,082 : INFO : EPOCH 1 - PROGRESS: at 13.02% examples, 726138 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:08,087 : INFO : EPOCH 1 - PROGRESS: at 13.38% examples, 726186 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:09,088 : INFO : EPOCH 1 - PROGRESS: at 13.74% examples, 725956 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:10,096 : INFO : EPOCH 1 - PROGRESS: at 14.11% examples, 726007 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:11,115 : INFO : EPOCH 1 - PROGRESS: at 14.47% examples, 725563 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:12,120 : INFO : EPOCH 1 - PROGRESS: at 14.83% examples, 725878 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:13,120 : INFO : EPOCH 1 - PROGRESS: at 15.17% examples, 725886 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:14,137 : INFO : EPOCH 1 - PROGRESS: at 15.55% examples, 725708 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:15,148 : INFO : EPOCH 1 - PROGRESS: at 15.92% examples, 725833 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:16,152 : INFO : EPOCH 1 - PROGRESS: at 16.28% examples, 725699 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:17,160 : INFO : EPOCH 1 - PROGRESS: at 16.64% examples, 725754 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:18,162 : INFO : EPOCH 1 - PROGRESS: at 17.00% examples, 725773 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:19,164 : INFO : EPOCH 1 - PROGRESS: at 17.35% examples, 725507 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:20,178 : INFO : EPOCH 1 - PROGRESS: at 17.71% examples, 724654 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:21,185 : INFO : EPOCH 1 - PROGRESS: at 18.05% examples, 724209 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:22,201 : INFO : EPOCH 1 - PROGRESS: at 18.39% examples, 723624 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:23,201 : INFO : EPOCH 1 - PROGRESS: at 18.72% examples, 723244 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:26:24,207 : INFO : EPOCH 1 - PROGRESS: at 19.01% examples, 721005 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:25,208 : INFO : EPOCH 1 - PROGRESS: at 19.32% examples, 718970 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:26,210 : INFO : EPOCH 1 - PROGRESS: at 19.68% examples, 719043 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:27,226 : INFO : EPOCH 1 - PROGRESS: at 20.04% examples, 719195 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:28,231 : INFO : EPOCH 1 - PROGRESS: at 20.38% examples, 719501 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:29,243 : INFO : EPOCH 1 - PROGRESS: at 20.73% examples, 719657 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:30,244 : INFO : EPOCH 1 - PROGRESS: at 21.08% examples, 719936 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:31,252 : INFO : EPOCH 1 - PROGRESS: at 21.43% examples, 720052 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:32,262 : INFO : EPOCH 1 - PROGRESS: at 21.77% examples, 720223 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:33,275 : INFO : EPOCH 1 - PROGRESS: at 22.14% examples, 720325 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:26:34,276 : INFO : EPOCH 1 - PROGRESS: at 22.50% examples, 720524 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:35,279 : INFO : EPOCH 1 - PROGRESS: at 22.84% examples, 720554 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:36,300 : INFO : EPOCH 1 - PROGRESS: at 23.18% examples, 720738 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:37,315 : INFO : EPOCH 1 - PROGRESS: at 23.54% examples, 720926 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:38,318 : INFO : EPOCH 1 - PROGRESS: at 23.88% examples, 721007 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:39,329 : INFO : EPOCH 1 - PROGRESS: at 24.24% examples, 721129 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:40,333 : INFO : EPOCH 1 - PROGRESS: at 24.62% examples, 721065 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:41,338 : INFO : EPOCH 1 - PROGRESS: at 24.98% examples, 721307 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:42,348 : INFO : EPOCH 1 - PROGRESS: at 25.34% examples, 721358 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:43,353 : INFO : EPOCH 1 - PROGRESS: at 25.69% examples, 721495 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:26:44,358 : INFO : EPOCH 1 - PROGRESS: at 26.05% examples, 721709 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:45,359 : INFO : EPOCH 1 - PROGRESS: at 26.39% examples, 721730 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:46,369 : INFO : EPOCH 1 - PROGRESS: at 26.75% examples, 721792 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:47,384 : INFO : EPOCH 1 - PROGRESS: at 27.12% examples, 721847 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:48,392 : INFO : EPOCH 1 - PROGRESS: at 27.47% examples, 721766 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:26:49,404 : INFO : EPOCH 1 - PROGRESS: at 27.82% examples, 721861 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:50,425 : INFO : EPOCH 1 - PROGRESS: at 28.19% examples, 722043 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:26:51,444 : INFO : EPOCH 1 - PROGRESS: at 28.56% examples, 722112 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:52,446 : INFO : EPOCH 1 - PROGRESS: at 28.95% examples, 722217 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:53,449 : INFO : EPOCH 1 - PROGRESS: at 29.29% examples, 722229 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:26:54,457 : INFO : EPOCH 1 - PROGRESS: at 29.64% examples, 722319 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:26:55,461 : INFO : EPOCH 1 - PROGRESS: at 30.00% examples, 722496 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:56,485 : INFO : EPOCH 1 - PROGRESS: at 30.37% examples, 722465 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:57,487 : INFO : EPOCH 1 - PROGRESS: at 30.75% examples, 722738 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:58,495 : INFO : EPOCH 1 - PROGRESS: at 31.10% examples, 722733 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:26:59,495 : INFO : EPOCH 1 - PROGRESS: at 31.44% examples, 722841 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:00,508 : INFO : EPOCH 1 - PROGRESS: at 31.79% examples, 722750 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:01,518 : INFO : EPOCH 1 - PROGRESS: at 32.18% examples, 722737 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:02,520 : INFO : EPOCH 1 - PROGRESS: at 32.55% examples, 722887 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:03,528 : INFO : EPOCH 1 - PROGRESS: at 32.93% examples, 722817 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:27:04,535 : INFO : EPOCH 1 - PROGRESS: at 33.31% examples, 722832 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:05,544 : INFO : EPOCH 1 - PROGRESS: at 33.63% examples, 722988 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:06,551 : INFO : EPOCH 1 - PROGRESS: at 33.99% examples, 722999 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:07,557 : INFO : EPOCH 1 - PROGRESS: at 34.34% examples, 723086 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:08,570 : INFO : EPOCH 1 - PROGRESS: at 34.73% examples, 723150 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:09,591 : INFO : EPOCH 1 - PROGRESS: at 35.08% examples, 723165 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:10,593 : INFO : EPOCH 1 - PROGRESS: at 35.42% examples, 723289 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:11,599 : INFO : EPOCH 1 - PROGRESS: at 35.78% examples, 723303 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:12,601 : INFO : EPOCH 1 - PROGRESS: at 36.16% examples, 723358 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:13,606 : INFO : EPOCH 1 - PROGRESS: at 36.52% examples, 723351 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:14,612 : INFO : EPOCH 1 - PROGRESS: at 36.88% examples, 723381 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:15,623 : INFO : EPOCH 1 - PROGRESS: at 37.22% examples, 723410 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:16,638 : INFO : EPOCH 1 - PROGRESS: at 37.53% examples, 723421 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:17,653 : INFO : EPOCH 1 - PROGRESS: at 37.86% examples, 723454 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:18,657 : INFO : EPOCH 1 - PROGRESS: at 38.22% examples, 723538 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:19,666 : INFO : EPOCH 1 - PROGRESS: at 38.59% examples, 723531 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:27:20,684 : INFO : EPOCH 1 - PROGRESS: at 38.96% examples, 723570 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:21,688 : INFO : EPOCH 1 - PROGRESS: at 39.29% examples, 723578 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:22,693 : INFO : EPOCH 1 - PROGRESS: at 39.64% examples, 723609 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:23,698 : INFO : EPOCH 1 - PROGRESS: at 40.00% examples, 723547 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:24,702 : INFO : EPOCH 1 - PROGRESS: at 40.33% examples, 723573 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:25,704 : INFO : EPOCH 1 - PROGRESS: at 40.66% examples, 723635 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:26,713 : INFO : EPOCH 1 - PROGRESS: at 40.98% examples, 723813 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:27,724 : INFO : EPOCH 1 - PROGRESS: at 41.34% examples, 723843 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:28,738 : INFO : EPOCH 1 - PROGRESS: at 41.69% examples, 723835 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:29,750 : INFO : EPOCH 1 - PROGRESS: at 42.04% examples, 723779 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:30,762 : INFO : EPOCH 1 - PROGRESS: at 42.40% examples, 723896 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:31,770 : INFO : EPOCH 1 - PROGRESS: at 42.74% examples, 723967 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:32,771 : INFO : EPOCH 1 - PROGRESS: at 43.08% examples, 724063 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:33,795 : INFO : EPOCH 1 - PROGRESS: at 43.44% examples, 724020 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:27:34,797 : INFO : EPOCH 1 - PROGRESS: at 43.79% examples, 724135 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:35,807 : INFO : EPOCH 1 - PROGRESS: at 44.17% examples, 724080 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:27:36,811 : INFO : EPOCH 1 - PROGRESS: at 44.52% examples, 724199 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:37,812 : INFO : EPOCH 1 - PROGRESS: at 44.88% examples, 724191 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:38,818 : INFO : EPOCH 1 - PROGRESS: at 45.24% examples, 724199 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:39,833 : INFO : EPOCH 1 - PROGRESS: at 45.61% examples, 724168 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:40,854 : INFO : EPOCH 1 - PROGRESS: at 45.98% examples, 724165 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:41,859 : INFO : EPOCH 1 - PROGRESS: at 46.32% examples, 724242 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:27:42,876 : INFO : EPOCH 1 - PROGRESS: at 46.67% examples, 724363 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:27:43,886 : INFO : EPOCH 1 - PROGRESS: at 47.00% examples, 724367 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:27:44,890 : INFO : EPOCH 1 - PROGRESS: at 47.34% examples, 724459 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:45,903 : INFO : EPOCH 1 - PROGRESS: at 47.70% examples, 724434 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:46,906 : INFO : EPOCH 1 - PROGRESS: at 48.08% examples, 724542 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:47,910 : INFO : EPOCH 1 - PROGRESS: at 48.42% examples, 724575 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:48,926 : INFO : EPOCH 1 - PROGRESS: at 48.76% examples, 724625 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:49,936 : INFO : EPOCH 1 - PROGRESS: at 49.13% examples, 724691 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:50,941 : INFO : EPOCH 1 - PROGRESS: at 49.50% examples, 724665 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:51,952 : INFO : EPOCH 1 - PROGRESS: at 49.87% examples, 724653 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:52,958 : INFO : EPOCH 1 - PROGRESS: at 50.22% examples, 724665 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:27:53,958 : INFO : EPOCH 1 - PROGRESS: at 50.57% examples, 724769 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:54,968 : INFO : EPOCH 1 - PROGRESS: at 50.91% examples, 724730 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:55,987 : INFO : EPOCH 1 - PROGRESS: at 51.24% examples, 724708 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:56,988 : INFO : EPOCH 1 - PROGRESS: at 51.62% examples, 724836 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:57,992 : INFO : EPOCH 1 - PROGRESS: at 51.99% examples, 724863 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:27:58,994 : INFO : EPOCH 1 - PROGRESS: at 52.34% examples, 724847 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:00,018 : INFO : EPOCH 1 - PROGRESS: at 52.70% examples, 724761 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:01,028 : INFO : EPOCH 1 - PROGRESS: at 53.05% examples, 724860 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:02,030 : INFO : EPOCH 1 - PROGRESS: at 53.40% examples, 724887 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:03,036 : INFO : EPOCH 1 - PROGRESS: at 53.75% examples, 724856 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:04,037 : INFO : EPOCH 1 - PROGRESS: at 54.11% examples, 724867 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:05,038 : INFO : EPOCH 1 - PROGRESS: at 54.49% examples, 724804 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:28:06,047 : INFO : EPOCH 1 - PROGRESS: at 54.85% examples, 724836 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:07,049 : INFO : EPOCH 1 - PROGRESS: at 55.21% examples, 724805 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:08,055 : INFO : EPOCH 1 - PROGRESS: at 55.58% examples, 724849 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:09,065 : INFO : EPOCH 1 - PROGRESS: at 55.94% examples, 724851 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:10,088 : INFO : EPOCH 1 - PROGRESS: at 56.33% examples, 724801 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:11,098 : INFO : EPOCH 1 - PROGRESS: at 56.69% examples, 724814 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:12,109 : INFO : EPOCH 1 - PROGRESS: at 57.02% examples, 724850 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:13,122 : INFO : EPOCH 1 - PROGRESS: at 57.39% examples, 724775 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:28:14,139 : INFO : EPOCH 1 - PROGRESS: at 57.74% examples, 724772 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:15,153 : INFO : EPOCH 1 - PROGRESS: at 58.09% examples, 724870 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:16,177 : INFO : EPOCH 1 - PROGRESS: at 58.46% examples, 724825 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:17,187 : INFO : EPOCH 1 - PROGRESS: at 58.83% examples, 724865 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:18,190 : INFO : EPOCH 1 - PROGRESS: at 59.18% examples, 724886 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:19,204 : INFO : EPOCH 1 - PROGRESS: at 59.53% examples, 724851 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:20,205 : INFO : EPOCH 1 - PROGRESS: at 59.88% examples, 724877 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:21,220 : INFO : EPOCH 1 - PROGRESS: at 60.23% examples, 724875 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:22,225 : INFO : EPOCH 1 - PROGRESS: at 60.58% examples, 724892 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:23,239 : INFO : EPOCH 1 - PROGRESS: at 60.97% examples, 724857 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:24,247 : INFO : EPOCH 1 - PROGRESS: at 61.31% examples, 724907 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:25,265 : INFO : EPOCH 1 - PROGRESS: at 61.66% examples, 724887 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:26,267 : INFO : EPOCH 1 - PROGRESS: at 62.01% examples, 724877 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:28:27,284 : INFO : EPOCH 1 - PROGRESS: at 62.38% examples, 724848 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:28,285 : INFO : EPOCH 1 - PROGRESS: at 62.73% examples, 724875 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:29,304 : INFO : EPOCH 1 - PROGRESS: at 63.09% examples, 724866 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:30,310 : INFO : EPOCH 1 - PROGRESS: at 63.43% examples, 724889 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:31,316 : INFO : EPOCH 1 - PROGRESS: at 63.77% examples, 724932 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:32,336 : INFO : EPOCH 1 - PROGRESS: at 64.11% examples, 724902 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:33,347 : INFO : EPOCH 1 - PROGRESS: at 64.47% examples, 724920 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:34,350 : INFO : EPOCH 1 - PROGRESS: at 64.84% examples, 724884 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:35,371 : INFO : EPOCH 1 - PROGRESS: at 65.19% examples, 724827 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:36,375 : INFO : EPOCH 1 - PROGRESS: at 65.55% examples, 724864 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:37,392 : INFO : EPOCH 1 - PROGRESS: at 65.90% examples, 724900 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:38,401 : INFO : EPOCH 1 - PROGRESS: at 66.26% examples, 724870 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:39,406 : INFO : EPOCH 1 - PROGRESS: at 66.62% examples, 724881 words/s, in_qsize 8, out_qsize 1
2020-07-24 20:28:40,433 : INFO : EPOCH 1 - PROGRESS: at 66.96% examples, 724854 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:28:41,446 : INFO : EPOCH 1 - PROGRESS: at 67.31% examples, 724894 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:42,450 : INFO : EPOCH 1 - PROGRESS: at 67.68% examples, 724954 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:43,463 : INFO : EPOCH 1 - PROGRESS: at 68.01% examples, 724950 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:44,464 : INFO : EPOCH 1 - PROGRESS: at 68.36% examples, 725048 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:45,472 : INFO : EPOCH 1 - PROGRESS: at 68.70% examples, 725142 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:46,483 : INFO : EPOCH 1 - PROGRESS: at 69.07% examples, 725187 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:28:47,484 : INFO : EPOCH 1 - PROGRESS: at 69.42% examples, 725168 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:48,495 : INFO : EPOCH 1 - PROGRESS: at 69.76% examples, 725152 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:49,501 : INFO : EPOCH 1 - PROGRESS: at 70.10% examples, 725220 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:28:50,506 : INFO : EPOCH 1 - PROGRESS: at 70.45% examples, 725169 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:51,509 : INFO : EPOCH 1 - PROGRESS: at 70.80% examples, 725200 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:52,530 : INFO : EPOCH 1 - PROGRESS: at 71.14% examples, 725222 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:53,546 : INFO : EPOCH 1 - PROGRESS: at 71.51% examples, 725138 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:54,558 : INFO : EPOCH 1 - PROGRESS: at 71.88% examples, 725167 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:55,559 : INFO : EPOCH 1 - PROGRESS: at 72.24% examples, 725144 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:56,572 : INFO : EPOCH 1 - PROGRESS: at 72.61% examples, 725141 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:57,576 : INFO : EPOCH 1 - PROGRESS: at 72.94% examples, 725142 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:28:58,583 : INFO : EPOCH 1 - PROGRESS: at 73.29% examples, 725157 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:28:59,592 : INFO : EPOCH 1 - PROGRESS: at 73.61% examples, 725090 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:00,592 : INFO : EPOCH 1 - PROGRESS: at 73.92% examples, 724971 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:01,597 : INFO : EPOCH 1 - PROGRESS: at 74.24% examples, 724824 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:02,601 : INFO : EPOCH 1 - PROGRESS: at 74.58% examples, 724646 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:29:03,611 : INFO : EPOCH 1 - PROGRESS: at 74.88% examples, 724394 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:04,616 : INFO : EPOCH 1 - PROGRESS: at 75.17% examples, 723778 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:05,618 : INFO : EPOCH 1 - PROGRESS: at 75.50% examples, 723504 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:06,621 : INFO : EPOCH 1 - PROGRESS: at 75.83% examples, 723506 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:07,631 : INFO : EPOCH 1 - PROGRESS: at 76.21% examples, 723491 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:08,652 : INFO : EPOCH 1 - PROGRESS: at 76.56% examples, 723451 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:09,656 : INFO : EPOCH 1 - PROGRESS: at 76.93% examples, 723454 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:10,657 : INFO : EPOCH 1 - PROGRESS: at 77.28% examples, 723491 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:11,662 : INFO : EPOCH 1 - PROGRESS: at 77.62% examples, 723558 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:12,669 : INFO : EPOCH 1 - PROGRESS: at 77.98% examples, 723571 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:13,679 : INFO : EPOCH 1 - PROGRESS: at 78.35% examples, 723566 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:29:14,679 : INFO : EPOCH 1 - PROGRESS: at 78.71% examples, 723574 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:15,685 : INFO : EPOCH 1 - PROGRESS: at 79.07% examples, 723633 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:16,686 : INFO : EPOCH 1 - PROGRESS: at 79.40% examples, 723647 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:17,695 : INFO : EPOCH 1 - PROGRESS: at 79.77% examples, 723637 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:18,696 : INFO : EPOCH 1 - PROGRESS: at 80.12% examples, 723629 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:19,718 : INFO : EPOCH 1 - PROGRESS: at 80.46% examples, 723646 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:20,733 : INFO : EPOCH 1 - PROGRESS: at 80.82% examples, 723669 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:21,743 : INFO : EPOCH 1 - PROGRESS: at 81.19% examples, 723655 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:22,748 : INFO : EPOCH 1 - PROGRESS: at 81.53% examples, 723665 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:23,749 : INFO : EPOCH 1 - PROGRESS: at 81.87% examples, 723670 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:24,772 : INFO : EPOCH 1 - PROGRESS: at 82.24% examples, 723641 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:25,788 : INFO : EPOCH 1 - PROGRESS: at 82.62% examples, 723639 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:26,809 : INFO : EPOCH 1 - PROGRESS: at 82.99% examples, 723618 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:27,821 : INFO : EPOCH 1 - PROGRESS: at 83.33% examples, 723645 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:29:28,825 : INFO : EPOCH 1 - PROGRESS: at 83.69% examples, 723650 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:29,846 : INFO : EPOCH 1 - PROGRESS: at 84.06% examples, 723629 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:30,846 : INFO : EPOCH 1 - PROGRESS: at 84.40% examples, 723670 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:31,868 : INFO : EPOCH 1 - PROGRESS: at 84.75% examples, 723655 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:32,882 : INFO : EPOCH 1 - PROGRESS: at 85.09% examples, 723715 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:33,886 : INFO : EPOCH 1 - PROGRESS: at 85.45% examples, 723698 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:34,889 : INFO : EPOCH 1 - PROGRESS: at 85.79% examples, 723755 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:35,890 : INFO : EPOCH 1 - PROGRESS: at 86.16% examples, 723736 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:36,895 : INFO : EPOCH 1 - PROGRESS: at 86.53% examples, 723719 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:37,899 : INFO : EPOCH 1 - PROGRESS: at 86.90% examples, 723717 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:38,906 : INFO : EPOCH 1 - PROGRESS: at 87.23% examples, 723760 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:39,920 : INFO : EPOCH 1 - PROGRESS: at 87.60% examples, 723771 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:29:40,927 : INFO : EPOCH 1 - PROGRESS: at 87.96% examples, 723775 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:41,929 : INFO : EPOCH 1 - PROGRESS: at 88.30% examples, 723780 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:42,936 : INFO : EPOCH 1 - PROGRESS: at 88.65% examples, 723757 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:43,945 : INFO : EPOCH 1 - PROGRESS: at 89.02% examples, 723750 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:44,958 : INFO : EPOCH 1 - PROGRESS: at 89.36% examples, 723785 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:29:45,962 : INFO : EPOCH 1 - PROGRESS: at 89.72% examples, 723777 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:46,963 : INFO : EPOCH 1 - PROGRESS: at 90.09% examples, 723822 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:47,965 : INFO : EPOCH 1 - PROGRESS: at 90.43% examples, 723812 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:48,976 : INFO : EPOCH 1 - PROGRESS: at 90.80% examples, 723810 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:29:49,979 : INFO : EPOCH 1 - PROGRESS: at 91.16% examples, 723849 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:50,983 : INFO : EPOCH 1 - PROGRESS: at 91.50% examples, 723849 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:51,988 : INFO : EPOCH 1 - PROGRESS: at 91.87% examples, 723819 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:52,989 : INFO : EPOCH 1 - PROGRESS: at 92.22% examples, 723850 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:54,001 : INFO : EPOCH 1 - PROGRESS: at 92.54% examples, 723846 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:55,004 : INFO : EPOCH 1 - PROGRESS: at 92.90% examples, 723878 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:56,005 : INFO : EPOCH 1 - PROGRESS: at 93.24% examples, 723916 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:57,021 : INFO : EPOCH 1 - PROGRESS: at 93.59% examples, 723924 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:29:58,025 : INFO : EPOCH 1 - PROGRESS: at 93.93% examples, 724016 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:29:59,028 : INFO : EPOCH 1 - PROGRESS: at 94.29% examples, 724033 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:00,036 : INFO : EPOCH 1 - PROGRESS: at 94.65% examples, 723997 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:01,036 : INFO : EPOCH 1 - PROGRESS: at 95.01% examples, 724015 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:02,052 : INFO : EPOCH 1 - PROGRESS: at 95.39% examples, 723993 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:03,064 : INFO : EPOCH 1 - PROGRESS: at 95.76% examples, 723981 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:04,078 : INFO : EPOCH 1 - PROGRESS: at 96.12% examples, 723993 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:30:05,086 : INFO : EPOCH 1 - PROGRESS: at 96.48% examples, 723995 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:06,098 : INFO : EPOCH 1 - PROGRESS: at 96.82% examples, 724012 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:07,107 : INFO : EPOCH 1 - PROGRESS: at 97.17% examples, 724052 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:30:08,113 : INFO : EPOCH 1 - PROGRESS: at 97.53% examples, 724059 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:09,130 : INFO : EPOCH 1 - PROGRESS: at 97.86% examples, 724026 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:10,137 : INFO : EPOCH 1 - PROGRESS: at 98.18% examples, 724073 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:11,138 : INFO : EPOCH 1 - PROGRESS: at 98.52% examples, 724090 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:12,148 : INFO : EPOCH 1 - PROGRESS: at 98.89% examples, 724071 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:13,157 : INFO : EPOCH 1 - PROGRESS: at 99.25% examples, 724043 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:14,171 : INFO : EPOCH 1 - PROGRESS: at 99.59% examples, 724071 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:15,174 : INFO : EPOCH 1 - PROGRESS: at 99.95% examples, 724053 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:15,279 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 20:30:15,281 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 20:30:15,296 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 20:30:15,305 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 20:30:15,306 : INFO : EPOCH - 1 : training on 266101604 raw words (206717881 effective words) took 285.5s, 724055 effective words/s
2020-07-24 20:30:16,318 : INFO : EPOCH 2 - PROGRESS: at 0.33% examples, 702454 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:17,319 : INFO : EPOCH 2 - PROGRESS: at 0.67% examples, 714330 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:18,323 : INFO : EPOCH 2 - PROGRESS: at 1.05% examples, 719454 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:19,339 : INFO : EPOCH 2 - PROGRESS: at 1.40% examples, 720936 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:20,350 : INFO : EPOCH 2 - PROGRESS: at 1.74% examples, 721616 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:21,362 : INFO : EPOCH 2 - PROGRESS: at 2.09% examples, 723317 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:22,366 : INFO : EPOCH 2 - PROGRESS: at 2.43% examples, 725282 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:23,371 : INFO : EPOCH 2 - PROGRESS: at 2.79% examples, 721970 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:24,381 : INFO : EPOCH 2 - PROGRESS: at 3.15% examples, 720978 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:25,394 : INFO : EPOCH 2 - PROGRESS: at 3.50% examples, 721115 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:26,397 : INFO : EPOCH 2 - PROGRESS: at 3.83% examples, 723095 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:30:27,411 : INFO : EPOCH 2 - PROGRESS: at 4.17% examples, 722389 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:30:28,419 : INFO : EPOCH 2 - PROGRESS: at 4.52% examples, 723408 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:29,422 : INFO : EPOCH 2 - PROGRESS: at 4.85% examples, 723494 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:30,444 : INFO : EPOCH 2 - PROGRESS: at 5.21% examples, 723761 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:31,449 : INFO : EPOCH 2 - PROGRESS: at 5.57% examples, 723988 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:32,452 : INFO : EPOCH 2 - PROGRESS: at 5.95% examples, 723308 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:30:33,468 : INFO : EPOCH 2 - PROGRESS: at 6.28% examples, 723673 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:34,476 : INFO : EPOCH 2 - PROGRESS: at 6.64% examples, 723974 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:35,484 : INFO : EPOCH 2 - PROGRESS: at 7.00% examples, 723684 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:36,489 : INFO : EPOCH 2 - PROGRESS: at 7.37% examples, 723729 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:37,499 : INFO : EPOCH 2 - PROGRESS: at 7.72% examples, 723228 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:30:38,508 : INFO : EPOCH 2 - PROGRESS: at 8.09% examples, 723423 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:39,517 : INFO : EPOCH 2 - PROGRESS: at 8.46% examples, 723357 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:30:40,519 : INFO : EPOCH 2 - PROGRESS: at 8.80% examples, 723679 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:41,519 : INFO : EPOCH 2 - PROGRESS: at 9.14% examples, 723870 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:42,519 : INFO : EPOCH 2 - PROGRESS: at 9.48% examples, 723970 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:30:43,523 : INFO : EPOCH 2 - PROGRESS: at 9.80% examples, 724195 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:44,530 : INFO : EPOCH 2 - PROGRESS: at 10.15% examples, 724690 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:30:45,537 : INFO : EPOCH 2 - PROGRESS: at 10.48% examples, 724831 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:46,554 : INFO : EPOCH 2 - PROGRESS: at 10.87% examples, 724643 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:47,563 : INFO : EPOCH 2 - PROGRESS: at 11.23% examples, 724816 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:48,567 : INFO : EPOCH 2 - PROGRESS: at 11.59% examples, 724991 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:30:49,584 : INFO : EPOCH 2 - PROGRESS: at 11.97% examples, 724829 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:50,605 : INFO : EPOCH 2 - PROGRESS: at 12.30% examples, 724919 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:51,609 : INFO : EPOCH 2 - PROGRESS: at 12.65% examples, 724687 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:52,612 : INFO : EPOCH 2 - PROGRESS: at 13.01% examples, 724865 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:53,614 : INFO : EPOCH 2 - PROGRESS: at 13.36% examples, 724849 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:54,625 : INFO : EPOCH 2 - PROGRESS: at 13.72% examples, 724852 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:55,627 : INFO : EPOCH 2 - PROGRESS: at 14.09% examples, 724970 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:56,640 : INFO : EPOCH 2 - PROGRESS: at 14.45% examples, 724483 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:57,641 : INFO : EPOCH 2 - PROGRESS: at 14.81% examples, 724708 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:58,658 : INFO : EPOCH 2 - PROGRESS: at 15.16% examples, 724986 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:30:59,659 : INFO : EPOCH 2 - PROGRESS: at 15.54% examples, 724930 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:00,667 : INFO : EPOCH 2 - PROGRESS: at 15.91% examples, 724996 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:01,667 : INFO : EPOCH 2 - PROGRESS: at 16.26% examples, 724940 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:02,679 : INFO : EPOCH 2 - PROGRESS: at 16.62% examples, 724948 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:03,684 : INFO : EPOCH 2 - PROGRESS: at 16.98% examples, 724715 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:04,698 : INFO : EPOCH 2 - PROGRESS: at 17.33% examples, 724615 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:31:05,702 : INFO : EPOCH 2 - PROGRESS: at 17.71% examples, 724392 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:06,704 : INFO : EPOCH 2 - PROGRESS: at 18.07% examples, 724660 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:31:07,716 : INFO : EPOCH 2 - PROGRESS: at 18.42% examples, 724648 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:08,734 : INFO : EPOCH 2 - PROGRESS: at 18.77% examples, 724577 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:09,738 : INFO : EPOCH 2 - PROGRESS: at 19.11% examples, 724625 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:10,745 : INFO : EPOCH 2 - PROGRESS: at 19.48% examples, 724480 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:11,767 : INFO : EPOCH 2 - PROGRESS: at 19.84% examples, 724666 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:12,777 : INFO : EPOCH 2 - PROGRESS: at 20.19% examples, 724765 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:31:13,781 : INFO : EPOCH 2 - PROGRESS: at 20.53% examples, 724860 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:31:14,797 : INFO : EPOCH 2 - PROGRESS: at 20.90% examples, 724736 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:15,805 : INFO : EPOCH 2 - PROGRESS: at 21.25% examples, 724976 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:16,820 : INFO : EPOCH 2 - PROGRESS: at 21.58% examples, 724975 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:31:17,824 : INFO : EPOCH 2 - PROGRESS: at 21.94% examples, 725021 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:18,831 : INFO : EPOCH 2 - PROGRESS: at 22.29% examples, 724911 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:31:19,832 : INFO : EPOCH 2 - PROGRESS: at 22.66% examples, 725130 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:20,850 : INFO : EPOCH 2 - PROGRESS: at 22.99% examples, 725257 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:31:21,852 : INFO : EPOCH 2 - PROGRESS: at 23.32% examples, 725358 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:22,854 : INFO : EPOCH 2 - PROGRESS: at 23.69% examples, 725451 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:23,855 : INFO : EPOCH 2 - PROGRESS: at 24.04% examples, 725568 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:24,859 : INFO : EPOCH 2 - PROGRESS: at 24.42% examples, 725492 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:25,863 : INFO : EPOCH 2 - PROGRESS: at 24.80% examples, 725460 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:26,874 : INFO : EPOCH 2 - PROGRESS: at 25.15% examples, 725505 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:27,892 : INFO : EPOCH 2 - PROGRESS: at 25.49% examples, 725407 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:28,895 : INFO : EPOCH 2 - PROGRESS: at 25.85% examples, 725541 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:29,903 : INFO : EPOCH 2 - PROGRESS: at 26.21% examples, 725403 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:30,904 : INFO : EPOCH 2 - PROGRESS: at 26.56% examples, 725450 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:31,909 : INFO : EPOCH 2 - PROGRESS: at 26.90% examples, 725469 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:32,927 : INFO : EPOCH 2 - PROGRESS: at 27.26% examples, 725459 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:33,952 : INFO : EPOCH 2 - PROGRESS: at 27.64% examples, 725410 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:34,967 : INFO : EPOCH 2 - PROGRESS: at 27.98% examples, 725567 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:35,969 : INFO : EPOCH 2 - PROGRESS: at 28.34% examples, 725516 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:31:36,989 : INFO : EPOCH 2 - PROGRESS: at 28.71% examples, 725581 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:31:38,001 : INFO : EPOCH 2 - PROGRESS: at 29.08% examples, 725565 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:39,005 : INFO : EPOCH 2 - PROGRESS: at 29.44% examples, 725698 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:40,008 : INFO : EPOCH 2 - PROGRESS: at 29.77% examples, 725177 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:41,013 : INFO : EPOCH 2 - PROGRESS: at 30.13% examples, 724855 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:31:42,016 : INFO : EPOCH 2 - PROGRESS: at 30.48% examples, 724481 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:43,020 : INFO : EPOCH 2 - PROGRESS: at 30.80% examples, 723551 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:44,020 : INFO : EPOCH 2 - PROGRESS: at 31.07% examples, 721921 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:45,025 : INFO : EPOCH 2 - PROGRESS: at 31.35% examples, 720459 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:31:46,025 : INFO : EPOCH 2 - PROGRESS: at 31.68% examples, 720302 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:47,031 : INFO : EPOCH 2 - PROGRESS: at 32.07% examples, 720426 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:48,033 : INFO : EPOCH 2 - PROGRESS: at 32.44% examples, 720527 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:49,034 : INFO : EPOCH 2 - PROGRESS: at 32.82% examples, 720471 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:31:50,038 : INFO : EPOCH 2 - PROGRESS: at 33.21% examples, 720567 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:31:51,039 : INFO : EPOCH 2 - PROGRESS: at 33.53% examples, 720704 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:52,043 : INFO : EPOCH 2 - PROGRESS: at 33.88% examples, 720767 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:53,045 : INFO : EPOCH 2 - PROGRESS: at 34.24% examples, 720843 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:54,047 : INFO : EPOCH 2 - PROGRESS: at 34.61% examples, 720998 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:31:55,058 : INFO : EPOCH 2 - PROGRESS: at 34.97% examples, 720943 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:56,061 : INFO : EPOCH 2 - PROGRESS: at 35.31% examples, 721051 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:57,072 : INFO : EPOCH 2 - PROGRESS: at 35.66% examples, 721185 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:58,076 : INFO : EPOCH 2 - PROGRESS: at 36.02% examples, 721186 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:31:59,094 : INFO : EPOCH 2 - PROGRESS: at 36.38% examples, 721222 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:00,104 : INFO : EPOCH 2 - PROGRESS: at 36.76% examples, 721156 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:01,114 : INFO : EPOCH 2 - PROGRESS: at 37.10% examples, 721299 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:02,116 : INFO : EPOCH 2 - PROGRESS: at 37.42% examples, 721401 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:03,120 : INFO : EPOCH 2 - PROGRESS: at 37.74% examples, 721378 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:04,122 : INFO : EPOCH 2 - PROGRESS: at 38.08% examples, 721513 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:05,130 : INFO : EPOCH 2 - PROGRESS: at 38.46% examples, 721517 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:06,132 : INFO : EPOCH 2 - PROGRESS: at 38.83% examples, 721563 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:07,149 : INFO : EPOCH 2 - PROGRESS: at 39.19% examples, 721558 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:08,160 : INFO : EPOCH 2 - PROGRESS: at 39.51% examples, 721610 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:32:09,166 : INFO : EPOCH 2 - PROGRESS: at 39.87% examples, 721784 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:10,175 : INFO : EPOCH 2 - PROGRESS: at 40.23% examples, 721809 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:11,180 : INFO : EPOCH 2 - PROGRESS: at 40.55% examples, 721861 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:12,186 : INFO : EPOCH 2 - PROGRESS: at 40.87% examples, 721875 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:32:13,189 : INFO : EPOCH 2 - PROGRESS: at 41.23% examples, 721952 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:14,192 : INFO : EPOCH 2 - PROGRESS: at 41.58% examples, 722037 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:15,193 : INFO : EPOCH 2 - PROGRESS: at 41.91% examples, 722037 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:16,194 : INFO : EPOCH 2 - PROGRESS: at 42.27% examples, 722044 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:17,196 : INFO : EPOCH 2 - PROGRESS: at 42.62% examples, 722100 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:32:18,198 : INFO : EPOCH 2 - PROGRESS: at 42.94% examples, 722210 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:19,199 : INFO : EPOCH 2 - PROGRESS: at 43.31% examples, 722239 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:20,201 : INFO : EPOCH 2 - PROGRESS: at 43.65% examples, 722208 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:21,202 : INFO : EPOCH 2 - PROGRESS: at 44.01% examples, 722251 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:22,221 : INFO : EPOCH 2 - PROGRESS: at 44.36% examples, 722171 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:23,232 : INFO : EPOCH 2 - PROGRESS: at 44.72% examples, 722179 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:24,235 : INFO : EPOCH 2 - PROGRESS: at 45.08% examples, 722290 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:25,254 : INFO : EPOCH 2 - PROGRESS: at 45.45% examples, 722194 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:26,264 : INFO : EPOCH 2 - PROGRESS: at 45.82% examples, 722229 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:27,269 : INFO : EPOCH 2 - PROGRESS: at 46.18% examples, 722212 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:32:28,270 : INFO : EPOCH 2 - PROGRESS: at 46.52% examples, 722332 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:29,277 : INFO : EPOCH 2 - PROGRESS: at 46.85% examples, 722361 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:30,295 : INFO : EPOCH 2 - PROGRESS: at 47.19% examples, 722398 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:32:31,316 : INFO : EPOCH 2 - PROGRESS: at 47.54% examples, 722445 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:32,319 : INFO : EPOCH 2 - PROGRESS: at 47.91% examples, 722465 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:33,321 : INFO : EPOCH 2 - PROGRESS: at 48.26% examples, 722524 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:34,330 : INFO : EPOCH 2 - PROGRESS: at 48.60% examples, 722582 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:35,331 : INFO : EPOCH 2 - PROGRESS: at 48.95% examples, 722604 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:36,339 : INFO : EPOCH 2 - PROGRESS: at 49.31% examples, 722663 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:37,339 : INFO : EPOCH 2 - PROGRESS: at 49.69% examples, 722644 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:38,343 : INFO : EPOCH 2 - PROGRESS: at 50.04% examples, 722678 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:39,357 : INFO : EPOCH 2 - PROGRESS: at 50.38% examples, 722729 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:40,365 : INFO : EPOCH 2 - PROGRESS: at 50.72% examples, 722781 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:41,366 : INFO : EPOCH 2 - PROGRESS: at 51.07% examples, 722861 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:42,373 : INFO : EPOCH 2 - PROGRESS: at 51.44% examples, 722792 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:43,376 : INFO : EPOCH 2 - PROGRESS: at 51.80% examples, 722837 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:44,385 : INFO : EPOCH 2 - PROGRESS: at 52.15% examples, 722828 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:45,398 : INFO : EPOCH 2 - PROGRESS: at 52.51% examples, 722875 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:46,400 : INFO : EPOCH 2 - PROGRESS: at 52.86% examples, 722879 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:47,418 : INFO : EPOCH 2 - PROGRESS: at 53.22% examples, 722900 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:48,422 : INFO : EPOCH 2 - PROGRESS: at 53.59% examples, 722896 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:49,426 : INFO : EPOCH 2 - PROGRESS: at 53.92% examples, 722952 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:50,438 : INFO : EPOCH 2 - PROGRESS: at 54.29% examples, 722881 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:32:51,443 : INFO : EPOCH 2 - PROGRESS: at 54.67% examples, 722935 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:52,460 : INFO : EPOCH 2 - PROGRESS: at 55.03% examples, 722963 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:32:53,465 : INFO : EPOCH 2 - PROGRESS: at 55.40% examples, 722991 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:54,472 : INFO : EPOCH 2 - PROGRESS: at 55.77% examples, 723020 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:55,476 : INFO : EPOCH 2 - PROGRESS: at 56.13% examples, 722973 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:56,477 : INFO : EPOCH 2 - PROGRESS: at 56.50% examples, 722977 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:57,489 : INFO : EPOCH 2 - PROGRESS: at 56.85% examples, 723058 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:58,495 : INFO : EPOCH 2 - PROGRESS: at 57.20% examples, 723049 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:32:59,499 : INFO : EPOCH 2 - PROGRESS: at 57.55% examples, 722997 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:00,501 : INFO : EPOCH 2 - PROGRESS: at 57.90% examples, 723051 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:01,502 : INFO : EPOCH 2 - PROGRESS: at 58.25% examples, 723114 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:02,503 : INFO : EPOCH 2 - PROGRESS: at 58.62% examples, 723015 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:03,516 : INFO : EPOCH 2 - PROGRESS: at 58.95% examples, 723034 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:04,546 : INFO : EPOCH 2 - PROGRESS: at 59.31% examples, 723052 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:05,558 : INFO : EPOCH 2 - PROGRESS: at 59.68% examples, 723053 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:06,570 : INFO : EPOCH 2 - PROGRESS: at 60.03% examples, 723129 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:07,581 : INFO : EPOCH 2 - PROGRESS: at 60.37% examples, 723124 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:08,589 : INFO : EPOCH 2 - PROGRESS: at 60.75% examples, 723134 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:09,593 : INFO : EPOCH 2 - PROGRESS: at 61.14% examples, 723106 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:10,603 : INFO : EPOCH 2 - PROGRESS: at 61.47% examples, 723142 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:11,609 : INFO : EPOCH 2 - PROGRESS: at 61.81% examples, 723195 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:33:12,610 : INFO : EPOCH 2 - PROGRESS: at 62.18% examples, 723211 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:13,622 : INFO : EPOCH 2 - PROGRESS: at 62.53% examples, 723175 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:14,640 : INFO : EPOCH 2 - PROGRESS: at 62.88% examples, 723202 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:15,644 : INFO : EPOCH 2 - PROGRESS: at 63.24% examples, 723291 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:16,645 : INFO : EPOCH 2 - PROGRESS: at 63.57% examples, 723344 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:17,657 : INFO : EPOCH 2 - PROGRESS: at 63.92% examples, 723337 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:18,675 : INFO : EPOCH 2 - PROGRESS: at 64.27% examples, 723276 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:19,685 : INFO : EPOCH 2 - PROGRESS: at 64.62% examples, 723347 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:20,688 : INFO : EPOCH 2 - PROGRESS: at 65.00% examples, 723360 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:33:21,697 : INFO : EPOCH 2 - PROGRESS: at 65.35% examples, 723372 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:22,701 : INFO : EPOCH 2 - PROGRESS: at 65.71% examples, 723386 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:23,713 : INFO : EPOCH 2 - PROGRESS: at 66.06% examples, 723402 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:24,717 : INFO : EPOCH 2 - PROGRESS: at 66.40% examples, 723448 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:25,722 : INFO : EPOCH 2 - PROGRESS: at 66.76% examples, 723433 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:26,722 : INFO : EPOCH 2 - PROGRESS: at 67.11% examples, 723486 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:27,723 : INFO : EPOCH 2 - PROGRESS: at 67.45% examples, 723504 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:28,731 : INFO : EPOCH 2 - PROGRESS: at 67.81% examples, 723478 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:29,731 : INFO : EPOCH 2 - PROGRESS: at 68.15% examples, 723522 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:33:30,738 : INFO : EPOCH 2 - PROGRESS: at 68.49% examples, 723652 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:31,741 : INFO : EPOCH 2 - PROGRESS: at 68.84% examples, 723693 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:32,752 : INFO : EPOCH 2 - PROGRESS: at 69.21% examples, 723703 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:33,755 : INFO : EPOCH 2 - PROGRESS: at 69.55% examples, 723750 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:34,762 : INFO : EPOCH 2 - PROGRESS: at 69.91% examples, 723735 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:35,765 : INFO : EPOCH 2 - PROGRESS: at 70.25% examples, 723782 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:33:36,775 : INFO : EPOCH 2 - PROGRESS: at 70.58% examples, 723812 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:37,775 : INFO : EPOCH 2 - PROGRESS: at 70.92% examples, 723785 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:38,780 : INFO : EPOCH 2 - PROGRESS: at 71.28% examples, 723769 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:39,783 : INFO : EPOCH 2 - PROGRESS: at 71.64% examples, 723754 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:40,784 : INFO : EPOCH 2 - PROGRESS: at 72.01% examples, 723783 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:41,785 : INFO : EPOCH 2 - PROGRESS: at 72.37% examples, 723786 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:33:42,787 : INFO : EPOCH 2 - PROGRESS: at 72.71% examples, 723786 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:43,797 : INFO : EPOCH 2 - PROGRESS: at 73.05% examples, 723838 words/s, in_qsize 8, out_qsize 1
2020-07-24 20:33:44,804 : INFO : EPOCH 2 - PROGRESS: at 73.41% examples, 723864 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:45,808 : INFO : EPOCH 2 - PROGRESS: at 73.74% examples, 723918 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:46,828 : INFO : EPOCH 2 - PROGRESS: at 74.07% examples, 723958 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:47,830 : INFO : EPOCH 2 - PROGRESS: at 74.41% examples, 723996 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:48,832 : INFO : EPOCH 2 - PROGRESS: at 74.75% examples, 724013 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:49,839 : INFO : EPOCH 2 - PROGRESS: at 75.10% examples, 724034 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:50,841 : INFO : EPOCH 2 - PROGRESS: at 75.45% examples, 724008 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:33:51,851 : INFO : EPOCH 2 - PROGRESS: at 75.79% examples, 724023 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:52,854 : INFO : EPOCH 2 - PROGRESS: at 76.17% examples, 723978 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:53,862 : INFO : EPOCH 2 - PROGRESS: at 76.51% examples, 723959 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:54,871 : INFO : EPOCH 2 - PROGRESS: at 76.88% examples, 723972 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:55,872 : INFO : EPOCH 2 - PROGRESS: at 77.23% examples, 724007 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:56,872 : INFO : EPOCH 2 - PROGRESS: at 77.57% examples, 723998 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:33:57,879 : INFO : EPOCH 2 - PROGRESS: at 77.93% examples, 724029 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:58,881 : INFO : EPOCH 2 - PROGRESS: at 78.29% examples, 724057 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:33:59,882 : INFO : EPOCH 2 - PROGRESS: at 78.67% examples, 724049 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:00,905 : INFO : EPOCH 2 - PROGRESS: at 79.02% examples, 724045 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:01,906 : INFO : EPOCH 2 - PROGRESS: at 79.36% examples, 724106 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:02,908 : INFO : EPOCH 2 - PROGRESS: at 79.72% examples, 724112 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:03,916 : INFO : EPOCH 2 - PROGRESS: at 80.07% examples, 724147 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:04,916 : INFO : EPOCH 2 - PROGRESS: at 80.42% examples, 724167 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:05,926 : INFO : EPOCH 2 - PROGRESS: at 80.78% examples, 724187 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:06,932 : INFO : EPOCH 2 - PROGRESS: at 81.14% examples, 724207 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:07,941 : INFO : EPOCH 2 - PROGRESS: at 81.49% examples, 724211 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:08,945 : INFO : EPOCH 2 - PROGRESS: at 81.84% examples, 724262 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:09,949 : INFO : EPOCH 2 - PROGRESS: at 82.21% examples, 724261 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:34:10,951 : INFO : EPOCH 2 - PROGRESS: at 82.57% examples, 724280 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:11,963 : INFO : EPOCH 2 - PROGRESS: at 82.95% examples, 724290 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:12,968 : INFO : EPOCH 2 - PROGRESS: at 83.29% examples, 724282 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:13,975 : INFO : EPOCH 2 - PROGRESS: at 83.64% examples, 724301 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:14,979 : INFO : EPOCH 2 - PROGRESS: at 84.01% examples, 724302 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:15,993 : INFO : EPOCH 2 - PROGRESS: at 84.35% examples, 724210 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:17,007 : INFO : EPOCH 2 - PROGRESS: at 84.69% examples, 724234 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:18,012 : INFO : EPOCH 2 - PROGRESS: at 85.03% examples, 724287 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:19,014 : INFO : EPOCH 2 - PROGRESS: at 85.40% examples, 724250 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:20,017 : INFO : EPOCH 2 - PROGRESS: at 85.71% examples, 724152 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:21,023 : INFO : EPOCH 2 - PROGRESS: at 86.05% examples, 724028 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:22,030 : INFO : EPOCH 2 - PROGRESS: at 86.42% examples, 723914 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:23,046 : INFO : EPOCH 2 - PROGRESS: at 86.77% examples, 723738 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:24,064 : INFO : EPOCH 2 - PROGRESS: at 87.08% examples, 723314 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:25,065 : INFO : EPOCH 2 - PROGRESS: at 87.36% examples, 722833 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:26,069 : INFO : EPOCH 2 - PROGRESS: at 87.71% examples, 722808 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:27,087 : INFO : EPOCH 2 - PROGRESS: at 88.08% examples, 722858 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:28,105 : INFO : EPOCH 2 - PROGRESS: at 88.41% examples, 722864 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:29,111 : INFO : EPOCH 2 - PROGRESS: at 88.78% examples, 722836 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:30,112 : INFO : EPOCH 2 - PROGRESS: at 89.14% examples, 722844 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:31,113 : INFO : EPOCH 2 - PROGRESS: at 89.48% examples, 722825 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:32,119 : INFO : EPOCH 2 - PROGRESS: at 89.84% examples, 722860 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:33,131 : INFO : EPOCH 2 - PROGRESS: at 90.21% examples, 722845 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:34,146 : INFO : EPOCH 2 - PROGRESS: at 90.55% examples, 722865 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:34:35,149 : INFO : EPOCH 2 - PROGRESS: at 90.93% examples, 722887 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:36,157 : INFO : EPOCH 2 - PROGRESS: at 91.27% examples, 722888 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:37,163 : INFO : EPOCH 2 - PROGRESS: at 91.62% examples, 722869 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:34:38,174 : INFO : EPOCH 2 - PROGRESS: at 91.99% examples, 722858 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:39,191 : INFO : EPOCH 2 - PROGRESS: at 92.33% examples, 722876 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:40,196 : INFO : EPOCH 2 - PROGRESS: at 92.66% examples, 722911 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:34:41,206 : INFO : EPOCH 2 - PROGRESS: at 93.02% examples, 722908 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:42,207 : INFO : EPOCH 2 - PROGRESS: at 93.35% examples, 722930 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:43,223 : INFO : EPOCH 2 - PROGRESS: at 93.70% examples, 722943 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:44,229 : INFO : EPOCH 2 - PROGRESS: at 94.03% examples, 722950 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:45,239 : INFO : EPOCH 2 - PROGRESS: at 94.39% examples, 722992 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:46,242 : INFO : EPOCH 2 - PROGRESS: at 94.76% examples, 722985 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:47,245 : INFO : EPOCH 2 - PROGRESS: at 95.13% examples, 722995 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:48,252 : INFO : EPOCH 2 - PROGRESS: at 95.50% examples, 722970 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:49,252 : INFO : EPOCH 2 - PROGRESS: at 95.87% examples, 723027 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:50,256 : INFO : EPOCH 2 - PROGRESS: at 96.22% examples, 723055 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:51,259 : INFO : EPOCH 2 - PROGRESS: at 96.57% examples, 722974 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:52,263 : INFO : EPOCH 2 - PROGRESS: at 96.94% examples, 722988 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:34:53,264 : INFO : EPOCH 2 - PROGRESS: at 97.26% examples, 723003 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:54,276 : INFO : EPOCH 2 - PROGRESS: at 97.61% examples, 723010 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:55,277 : INFO : EPOCH 2 - PROGRESS: at 97.94% examples, 723052 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:56,284 : INFO : EPOCH 2 - PROGRESS: at 98.26% examples, 723063 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:57,286 : INFO : EPOCH 2 - PROGRESS: at 98.62% examples, 723120 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:34:58,287 : INFO : EPOCH 2 - PROGRESS: at 98.99% examples, 723090 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:34:59,289 : INFO : EPOCH 2 - PROGRESS: at 99.33% examples, 723088 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:35:00,301 : INFO : EPOCH 2 - PROGRESS: at 99.67% examples, 723079 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:01,158 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 20:35:01,168 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 20:35:01,179 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 20:35:01,187 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 20:35:01,188 : INFO : EPOCH - 2 : training on 266101604 raw words (206716589 effective words) took 285.9s, 723096 effective words/s
2020-07-24 20:35:02,206 : INFO : EPOCH 3 - PROGRESS: at 0.33% examples, 713238 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:03,209 : INFO : EPOCH 3 - PROGRESS: at 0.67% examples, 717265 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:04,220 : INFO : EPOCH 3 - PROGRESS: at 1.05% examples, 717476 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:05,226 : INFO : EPOCH 3 - PROGRESS: at 1.39% examples, 717103 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:06,246 : INFO : EPOCH 3 - PROGRESS: at 1.73% examples, 719263 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:07,251 : INFO : EPOCH 3 - PROGRESS: at 2.08% examples, 720502 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:08,260 : INFO : EPOCH 3 - PROGRESS: at 2.42% examples, 722769 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:09,260 : INFO : EPOCH 3 - PROGRESS: at 2.79% examples, 721839 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:10,265 : INFO : EPOCH 3 - PROGRESS: at 3.12% examples, 714383 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:11,271 : INFO : EPOCH 3 - PROGRESS: at 3.44% examples, 708592 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:12,271 : INFO : EPOCH 3 - PROGRESS: at 3.72% examples, 704994 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:13,285 : INFO : EPOCH 3 - PROGRESS: at 4.02% examples, 700779 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:14,301 : INFO : EPOCH 3 - PROGRESS: at 4.36% examples, 696639 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:15,303 : INFO : EPOCH 3 - PROGRESS: at 4.67% examples, 693976 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:16,314 : INFO : EPOCH 3 - PROGRESS: at 4.97% examples, 690872 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:17,316 : INFO : EPOCH 3 - PROGRESS: at 5.29% examples, 688692 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:18,318 : INFO : EPOCH 3 - PROGRESS: at 5.62% examples, 686828 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:19,322 : INFO : EPOCH 3 - PROGRESS: at 5.95% examples, 684967 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:20,328 : INFO : EPOCH 3 - PROGRESS: at 6.25% examples, 683905 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:21,337 : INFO : EPOCH 3 - PROGRESS: at 6.58% examples, 682851 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:22,351 : INFO : EPOCH 3 - PROGRESS: at 6.91% examples, 681054 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:23,351 : INFO : EPOCH 3 - PROGRESS: at 7.25% examples, 679694 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:24,357 : INFO : EPOCH 3 - PROGRESS: at 7.56% examples, 678746 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:25,377 : INFO : EPOCH 3 - PROGRESS: at 7.89% examples, 677176 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:26,379 : INFO : EPOCH 3 - PROGRESS: at 8.21% examples, 676653 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:27,394 : INFO : EPOCH 3 - PROGRESS: at 8.55% examples, 675524 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:28,413 : INFO : EPOCH 3 - PROGRESS: at 8.86% examples, 675288 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:29,413 : INFO : EPOCH 3 - PROGRESS: at 9.17% examples, 674684 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:30,415 : INFO : EPOCH 3 - PROGRESS: at 9.47% examples, 673965 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:35:31,415 : INFO : EPOCH 3 - PROGRESS: at 9.77% examples, 673771 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:32,418 : INFO : EPOCH 3 - PROGRESS: at 10.08% examples, 673514 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:33,418 : INFO : EPOCH 3 - PROGRESS: at 10.37% examples, 673083 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:34,430 : INFO : EPOCH 3 - PROGRESS: at 10.71% examples, 672370 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:35,435 : INFO : EPOCH 3 - PROGRESS: at 11.04% examples, 671803 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:36,442 : INFO : EPOCH 3 - PROGRESS: at 11.36% examples, 671430 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:37,459 : INFO : EPOCH 3 - PROGRESS: at 11.68% examples, 670791 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:38,479 : INFO : EPOCH 3 - PROGRESS: at 12.03% examples, 670317 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:39,489 : INFO : EPOCH 3 - PROGRESS: at 12.34% examples, 670141 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:40,490 : INFO : EPOCH 3 - PROGRESS: at 12.66% examples, 670051 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:41,496 : INFO : EPOCH 3 - PROGRESS: at 12.98% examples, 669587 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:42,501 : INFO : EPOCH 3 - PROGRESS: at 13.30% examples, 669283 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:43,513 : INFO : EPOCH 3 - PROGRESS: at 13.62% examples, 668711 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:44,518 : INFO : EPOCH 3 - PROGRESS: at 13.95% examples, 668494 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:45,522 : INFO : EPOCH 3 - PROGRESS: at 14.29% examples, 668169 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:35:46,534 : INFO : EPOCH 3 - PROGRESS: at 14.62% examples, 667743 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:35:47,569 : INFO : EPOCH 3 - PROGRESS: at 14.94% examples, 667548 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:48,581 : INFO : EPOCH 3 - PROGRESS: at 15.27% examples, 667566 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:49,596 : INFO : EPOCH 3 - PROGRESS: at 15.62% examples, 667121 words/s, in_qsize 8, out_qsize 1
2020-07-24 20:35:50,597 : INFO : EPOCH 3 - PROGRESS: at 15.94% examples, 666971 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:51,599 : INFO : EPOCH 3 - PROGRESS: at 16.27% examples, 666970 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:52,601 : INFO : EPOCH 3 - PROGRESS: at 16.59% examples, 666727 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:35:53,610 : INFO : EPOCH 3 - PROGRESS: at 16.91% examples, 666446 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:54,630 : INFO : EPOCH 3 - PROGRESS: at 17.24% examples, 666052 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:55,632 : INFO : EPOCH 3 - PROGRESS: at 17.58% examples, 665918 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:56,633 : INFO : EPOCH 3 - PROGRESS: at 17.91% examples, 665788 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:57,658 : INFO : EPOCH 3 - PROGRESS: at 18.23% examples, 665585 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:35:58,676 : INFO : EPOCH 3 - PROGRESS: at 18.56% examples, 665660 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:35:59,682 : INFO : EPOCH 3 - PROGRESS: at 18.88% examples, 665458 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:00,694 : INFO : EPOCH 3 - PROGRESS: at 19.18% examples, 665448 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:01,695 : INFO : EPOCH 3 - PROGRESS: at 19.52% examples, 665390 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:02,711 : INFO : EPOCH 3 - PROGRESS: at 19.84% examples, 665074 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:03,724 : INFO : EPOCH 3 - PROGRESS: at 20.16% examples, 664947 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:04,743 : INFO : EPOCH 3 - PROGRESS: at 20.48% examples, 664865 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:05,771 : INFO : EPOCH 3 - PROGRESS: at 20.81% examples, 664640 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:06,773 : INFO : EPOCH 3 - PROGRESS: at 21.12% examples, 664685 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:07,773 : INFO : EPOCH 3 - PROGRESS: at 21.43% examples, 664583 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:08,774 : INFO : EPOCH 3 - PROGRESS: at 21.73% examples, 664559 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:09,784 : INFO : EPOCH 3 - PROGRESS: at 22.06% examples, 664404 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:36:10,796 : INFO : EPOCH 3 - PROGRESS: at 22.38% examples, 664278 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:36:11,803 : INFO : EPOCH 3 - PROGRESS: at 22.71% examples, 664190 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:36:12,813 : INFO : EPOCH 3 - PROGRESS: at 23.00% examples, 664194 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:13,832 : INFO : EPOCH 3 - PROGRESS: at 23.32% examples, 664005 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:14,839 : INFO : EPOCH 3 - PROGRESS: at 23.65% examples, 663816 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:36:15,850 : INFO : EPOCH 3 - PROGRESS: at 23.96% examples, 663805 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:16,863 : INFO : EPOCH 3 - PROGRESS: at 24.30% examples, 663858 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:17,867 : INFO : EPOCH 3 - PROGRESS: at 24.64% examples, 663697 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:18,875 : INFO : EPOCH 3 - PROGRESS: at 24.97% examples, 663683 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:19,892 : INFO : EPOCH 3 - PROGRESS: at 25.28% examples, 663529 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:20,896 : INFO : EPOCH 3 - PROGRESS: at 25.60% examples, 663515 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:21,900 : INFO : EPOCH 3 - PROGRESS: at 25.93% examples, 663355 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:36:22,911 : INFO : EPOCH 3 - PROGRESS: at 26.25% examples, 663302 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:23,912 : INFO : EPOCH 3 - PROGRESS: at 26.57% examples, 663158 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:36:24,925 : INFO : EPOCH 3 - PROGRESS: at 26.87% examples, 663141 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:25,947 : INFO : EPOCH 3 - PROGRESS: at 27.21% examples, 663081 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:26,951 : INFO : EPOCH 3 - PROGRESS: at 27.53% examples, 663096 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:36:27,957 : INFO : EPOCH 3 - PROGRESS: at 27.85% examples, 663056 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:28,965 : INFO : EPOCH 3 - PROGRESS: at 28.18% examples, 662964 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:29,975 : INFO : EPOCH 3 - PROGRESS: at 28.52% examples, 662836 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:30,991 : INFO : EPOCH 3 - PROGRESS: at 28.86% examples, 662875 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:32,004 : INFO : EPOCH 3 - PROGRESS: at 29.17% examples, 662794 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:33,010 : INFO : EPOCH 3 - PROGRESS: at 29.50% examples, 662745 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:34,010 : INFO : EPOCH 3 - PROGRESS: at 29.82% examples, 662731 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:35,016 : INFO : EPOCH 3 - PROGRESS: at 30.15% examples, 662636 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:36,024 : INFO : EPOCH 3 - PROGRESS: at 30.48% examples, 662601 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:37,029 : INFO : EPOCH 3 - PROGRESS: at 30.82% examples, 662516 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:38,030 : INFO : EPOCH 3 - PROGRESS: at 31.12% examples, 662517 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:36:39,051 : INFO : EPOCH 3 - PROGRESS: at 31.44% examples, 662517 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:36:40,070 : INFO : EPOCH 3 - PROGRESS: at 31.76% examples, 662406 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:41,084 : INFO : EPOCH 3 - PROGRESS: at 32.11% examples, 662334 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:42,085 : INFO : EPOCH 3 - PROGRESS: at 32.45% examples, 662255 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:43,092 : INFO : EPOCH 3 - PROGRESS: at 32.79% examples, 662178 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:44,105 : INFO : EPOCH 3 - PROGRESS: at 33.13% examples, 662039 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:45,114 : INFO : EPOCH 3 - PROGRESS: at 33.45% examples, 661969 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:46,114 : INFO : EPOCH 3 - PROGRESS: at 33.74% examples, 661980 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:47,127 : INFO : EPOCH 3 - PROGRESS: at 34.08% examples, 662009 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:48,128 : INFO : EPOCH 3 - PROGRESS: at 34.39% examples, 661955 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:49,144 : INFO : EPOCH 3 - PROGRESS: at 34.74% examples, 661882 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:50,152 : INFO : EPOCH 3 - PROGRESS: at 35.05% examples, 661901 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:51,155 : INFO : EPOCH 3 - PROGRESS: at 35.37% examples, 661816 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:52,156 : INFO : EPOCH 3 - PROGRESS: at 35.68% examples, 661810 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:53,162 : INFO : EPOCH 3 - PROGRESS: at 36.01% examples, 661678 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:36:54,168 : INFO : EPOCH 3 - PROGRESS: at 36.34% examples, 661596 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:55,175 : INFO : EPOCH 3 - PROGRESS: at 36.68% examples, 661635 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:56,179 : INFO : EPOCH 3 - PROGRESS: at 36.99% examples, 661482 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:57,187 : INFO : EPOCH 3 - PROGRESS: at 37.29% examples, 661560 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:36:58,192 : INFO : EPOCH 3 - PROGRESS: at 37.58% examples, 661570 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:36:59,192 : INFO : EPOCH 3 - PROGRESS: at 37.87% examples, 661544 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:00,212 : INFO : EPOCH 3 - PROGRESS: at 38.17% examples, 661122 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:01,224 : INFO : EPOCH 3 - PROGRESS: at 38.49% examples, 660780 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:02,233 : INFO : EPOCH 3 - PROGRESS: at 38.82% examples, 660469 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:03,247 : INFO : EPOCH 3 - PROGRESS: at 39.12% examples, 660146 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:04,253 : INFO : EPOCH 3 - PROGRESS: at 39.37% examples, 659330 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:05,270 : INFO : EPOCH 3 - PROGRESS: at 39.67% examples, 658981 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:37:06,275 : INFO : EPOCH 3 - PROGRESS: at 40.03% examples, 659506 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:07,281 : INFO : EPOCH 3 - PROGRESS: at 40.37% examples, 659982 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:08,294 : INFO : EPOCH 3 - PROGRESS: at 40.69% examples, 660533 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:37:09,310 : INFO : EPOCH 3 - PROGRESS: at 41.03% examples, 661064 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:10,316 : INFO : EPOCH 3 - PROGRESS: at 41.38% examples, 661619 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:11,317 : INFO : EPOCH 3 - PROGRESS: at 41.72% examples, 662161 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:12,318 : INFO : EPOCH 3 - PROGRESS: at 42.07% examples, 662583 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:13,322 : INFO : EPOCH 3 - PROGRESS: at 42.43% examples, 663100 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:14,325 : INFO : EPOCH 3 - PROGRESS: at 42.76% examples, 663609 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:37:15,335 : INFO : EPOCH 3 - PROGRESS: at 43.10% examples, 664078 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:16,341 : INFO : EPOCH 3 - PROGRESS: at 43.46% examples, 664480 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:17,346 : INFO : EPOCH 3 - PROGRESS: at 43.81% examples, 664989 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:18,348 : INFO : EPOCH 3 - PROGRESS: at 44.17% examples, 665398 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:19,355 : INFO : EPOCH 3 - PROGRESS: at 44.53% examples, 665793 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:20,357 : INFO : EPOCH 3 - PROGRESS: at 44.89% examples, 666229 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:21,367 : INFO : EPOCH 3 - PROGRESS: at 45.24% examples, 666654 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:22,371 : INFO : EPOCH 3 - PROGRESS: at 45.61% examples, 666985 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:23,378 : INFO : EPOCH 3 - PROGRESS: at 45.98% examples, 667385 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:24,392 : INFO : EPOCH 3 - PROGRESS: at 46.31% examples, 667837 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:25,398 : INFO : EPOCH 3 - PROGRESS: at 46.66% examples, 668231 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:26,402 : INFO : EPOCH 3 - PROGRESS: at 46.98% examples, 668646 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:27,419 : INFO : EPOCH 3 - PROGRESS: at 47.33% examples, 669081 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:28,423 : INFO : EPOCH 3 - PROGRESS: at 47.68% examples, 669421 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:29,438 : INFO : EPOCH 3 - PROGRESS: at 48.06% examples, 669769 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:30,439 : INFO : EPOCH 3 - PROGRESS: at 48.39% examples, 670187 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:31,446 : INFO : EPOCH 3 - PROGRESS: at 48.74% examples, 670602 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:32,454 : INFO : EPOCH 3 - PROGRESS: at 49.09% examples, 670911 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:33,455 : INFO : EPOCH 3 - PROGRESS: at 49.46% examples, 671272 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:34,463 : INFO : EPOCH 3 - PROGRESS: at 49.83% examples, 671582 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:35,464 : INFO : EPOCH 3 - PROGRESS: at 50.19% examples, 671933 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:36,468 : INFO : EPOCH 3 - PROGRESS: at 50.53% examples, 672286 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:37,473 : INFO : EPOCH 3 - PROGRESS: at 50.86% examples, 672616 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:38,477 : INFO : EPOCH 3 - PROGRESS: at 51.20% examples, 672976 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:39,496 : INFO : EPOCH 3 - PROGRESS: at 51.58% examples, 673321 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:37:40,503 : INFO : EPOCH 3 - PROGRESS: at 51.95% examples, 673719 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:41,513 : INFO : EPOCH 3 - PROGRESS: at 52.29% examples, 674005 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:42,519 : INFO : EPOCH 3 - PROGRESS: at 52.65% examples, 674296 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:43,537 : INFO : EPOCH 3 - PROGRESS: at 53.00% examples, 674659 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:44,539 : INFO : EPOCH 3 - PROGRESS: at 53.37% examples, 675014 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:45,544 : INFO : EPOCH 3 - PROGRESS: at 53.70% examples, 675242 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:46,546 : INFO : EPOCH 3 - PROGRESS: at 54.05% examples, 675540 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:47,554 : INFO : EPOCH 3 - PROGRESS: at 54.45% examples, 675790 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:48,568 : INFO : EPOCH 3 - PROGRESS: at 54.81% examples, 676111 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:37:49,579 : INFO : EPOCH 3 - PROGRESS: at 55.17% examples, 676389 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:50,582 : INFO : EPOCH 3 - PROGRESS: at 55.53% examples, 676707 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:51,586 : INFO : EPOCH 3 - PROGRESS: at 55.89% examples, 676890 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:52,590 : INFO : EPOCH 3 - PROGRESS: at 56.27% examples, 677148 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:53,602 : INFO : EPOCH 3 - PROGRESS: at 56.65% examples, 677399 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:54,604 : INFO : EPOCH 3 - PROGRESS: at 56.97% examples, 677771 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:55,604 : INFO : EPOCH 3 - PROGRESS: at 57.34% examples, 677991 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:37:56,612 : INFO : EPOCH 3 - PROGRESS: at 57.67% examples, 678148 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:37:57,618 : INFO : EPOCH 3 - PROGRESS: at 58.02% examples, 678490 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:58,621 : INFO : EPOCH 3 - PROGRESS: at 58.37% examples, 678662 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:37:59,631 : INFO : EPOCH 3 - PROGRESS: at 58.75% examples, 678927 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:00,642 : INFO : EPOCH 3 - PROGRESS: at 59.09% examples, 679166 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:01,650 : INFO : EPOCH 3 - PROGRESS: at 59.44% examples, 679393 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:02,651 : INFO : EPOCH 3 - PROGRESS: at 59.79% examples, 679641 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:03,662 : INFO : EPOCH 3 - PROGRESS: at 60.13% examples, 679890 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:04,667 : INFO : EPOCH 3 - PROGRESS: at 60.48% examples, 680137 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:05,688 : INFO : EPOCH 3 - PROGRESS: at 60.87% examples, 680317 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:06,696 : INFO : EPOCH 3 - PROGRESS: at 61.23% examples, 680577 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:07,705 : INFO : EPOCH 3 - PROGRESS: at 61.56% examples, 680846 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:08,720 : INFO : EPOCH 3 - PROGRESS: at 61.91% examples, 681022 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:09,742 : INFO : EPOCH 3 - PROGRESS: at 62.28% examples, 681205 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:10,753 : INFO : EPOCH 3 - PROGRESS: at 62.63% examples, 681259 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:11,759 : INFO : EPOCH 3 - PROGRESS: at 62.94% examples, 681162 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:12,772 : INFO : EPOCH 3 - PROGRESS: at 63.26% examples, 681081 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:13,775 : INFO : EPOCH 3 - PROGRESS: at 63.57% examples, 680994 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:14,795 : INFO : EPOCH 3 - PROGRESS: at 63.89% examples, 680883 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:38:15,795 : INFO : EPOCH 3 - PROGRESS: at 64.19% examples, 680796 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:38:16,810 : INFO : EPOCH 3 - PROGRESS: at 64.51% examples, 680595 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:17,817 : INFO : EPOCH 3 - PROGRESS: at 64.85% examples, 680514 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:18,837 : INFO : EPOCH 3 - PROGRESS: at 65.17% examples, 680375 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:19,843 : INFO : EPOCH 3 - PROGRESS: at 65.50% examples, 680214 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:20,845 : INFO : EPOCH 3 - PROGRESS: at 65.82% examples, 680153 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:21,852 : INFO : EPOCH 3 - PROGRESS: at 66.13% examples, 680056 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:22,857 : INFO : EPOCH 3 - PROGRESS: at 66.45% examples, 679935 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:23,865 : INFO : EPOCH 3 - PROGRESS: at 66.78% examples, 679870 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:24,875 : INFO : EPOCH 3 - PROGRESS: at 67.09% examples, 679750 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:25,887 : INFO : EPOCH 3 - PROGRESS: at 67.42% examples, 679674 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:26,891 : INFO : EPOCH 3 - PROGRESS: at 67.73% examples, 679528 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:27,895 : INFO : EPOCH 3 - PROGRESS: at 68.04% examples, 679473 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:38:28,897 : INFO : EPOCH 3 - PROGRESS: at 68.36% examples, 679347 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:29,908 : INFO : EPOCH 3 - PROGRESS: at 68.65% examples, 679286 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:30,913 : INFO : EPOCH 3 - PROGRESS: at 68.98% examples, 679211 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:38:31,923 : INFO : EPOCH 3 - PROGRESS: at 69.31% examples, 679094 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:32,945 : INFO : EPOCH 3 - PROGRESS: at 69.62% examples, 678960 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:38:33,951 : INFO : EPOCH 3 - PROGRESS: at 69.95% examples, 678900 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:34,954 : INFO : EPOCH 3 - PROGRESS: at 70.26% examples, 678848 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:35,960 : INFO : EPOCH 3 - PROGRESS: at 70.55% examples, 678738 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:36,962 : INFO : EPOCH 3 - PROGRESS: at 70.87% examples, 678717 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:37,975 : INFO : EPOCH 3 - PROGRESS: at 71.19% examples, 678574 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:38,989 : INFO : EPOCH 3 - PROGRESS: at 71.53% examples, 678438 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:40,002 : INFO : EPOCH 3 - PROGRESS: at 71.85% examples, 678314 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:41,005 : INFO : EPOCH 3 - PROGRESS: at 72.17% examples, 678257 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:42,022 : INFO : EPOCH 3 - PROGRESS: at 72.51% examples, 678118 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:38:43,030 : INFO : EPOCH 3 - PROGRESS: at 72.82% examples, 678040 words/s, in_qsize 8, out_qsize 1
2020-07-24 20:38:44,035 : INFO : EPOCH 3 - PROGRESS: at 73.14% examples, 677956 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:45,038 : INFO : EPOCH 3 - PROGRESS: at 73.46% examples, 677902 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:46,059 : INFO : EPOCH 3 - PROGRESS: at 73.75% examples, 677853 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:47,077 : INFO : EPOCH 3 - PROGRESS: at 74.05% examples, 677794 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:48,078 : INFO : EPOCH 3 - PROGRESS: at 74.36% examples, 677722 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:38:49,081 : INFO : EPOCH 3 - PROGRESS: at 74.68% examples, 677614 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:50,085 : INFO : EPOCH 3 - PROGRESS: at 74.97% examples, 677532 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:38:51,090 : INFO : EPOCH 3 - PROGRESS: at 75.30% examples, 677440 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:52,114 : INFO : EPOCH 3 - PROGRESS: at 75.62% examples, 677343 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:53,122 : INFO : EPOCH 3 - PROGRESS: at 75.94% examples, 677234 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:54,123 : INFO : EPOCH 3 - PROGRESS: at 76.28% examples, 677136 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:38:55,133 : INFO : EPOCH 3 - PROGRESS: at 76.60% examples, 677068 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:56,136 : INFO : EPOCH 3 - PROGRESS: at 76.92% examples, 676973 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:57,157 : INFO : EPOCH 3 - PROGRESS: at 77.25% examples, 676853 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:58,160 : INFO : EPOCH 3 - PROGRESS: at 77.56% examples, 676840 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:38:59,162 : INFO : EPOCH 3 - PROGRESS: at 77.88% examples, 676804 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:00,166 : INFO : EPOCH 3 - PROGRESS: at 78.20% examples, 676679 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:39:01,176 : INFO : EPOCH 3 - PROGRESS: at 78.53% examples, 676567 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:02,181 : INFO : EPOCH 3 - PROGRESS: at 78.86% examples, 676533 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:03,187 : INFO : EPOCH 3 - PROGRESS: at 79.17% examples, 676431 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:04,193 : INFO : EPOCH 3 - PROGRESS: at 79.49% examples, 676378 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:05,194 : INFO : EPOCH 3 - PROGRESS: at 79.82% examples, 676289 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:06,201 : INFO : EPOCH 3 - PROGRESS: at 80.14% examples, 676185 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:07,203 : INFO : EPOCH 3 - PROGRESS: at 80.45% examples, 676148 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:08,207 : INFO : EPOCH 3 - PROGRESS: at 80.77% examples, 676066 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:09,214 : INFO : EPOCH 3 - PROGRESS: at 81.10% examples, 675982 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:10,220 : INFO : EPOCH 3 - PROGRESS: at 81.42% examples, 675903 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:11,222 : INFO : EPOCH 3 - PROGRESS: at 81.73% examples, 675853 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:39:12,228 : INFO : EPOCH 3 - PROGRESS: at 82.04% examples, 675775 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:13,239 : INFO : EPOCH 3 - PROGRESS: at 82.39% examples, 675671 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:14,249 : INFO : EPOCH 3 - PROGRESS: at 82.71% examples, 675626 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:15,251 : INFO : EPOCH 3 - PROGRESS: at 83.06% examples, 675550 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:16,255 : INFO : EPOCH 3 - PROGRESS: at 83.37% examples, 675505 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:17,261 : INFO : EPOCH 3 - PROGRESS: at 83.68% examples, 675430 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:18,271 : INFO : EPOCH 3 - PROGRESS: at 84.02% examples, 675292 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:19,290 : INFO : EPOCH 3 - PROGRESS: at 84.33% examples, 675235 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:20,292 : INFO : EPOCH 3 - PROGRESS: at 84.65% examples, 675223 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:21,299 : INFO : EPOCH 3 - PROGRESS: at 84.96% examples, 675140 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:22,301 : INFO : EPOCH 3 - PROGRESS: at 85.28% examples, 675077 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:23,303 : INFO : EPOCH 3 - PROGRESS: at 85.59% examples, 675007 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:24,307 : INFO : EPOCH 3 - PROGRESS: at 85.90% examples, 674957 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:25,316 : INFO : EPOCH 3 - PROGRESS: at 86.23% examples, 674893 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:26,317 : INFO : EPOCH 3 - PROGRESS: at 86.57% examples, 674791 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:27,336 : INFO : EPOCH 3 - PROGRESS: at 86.91% examples, 674709 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:28,336 : INFO : EPOCH 3 - PROGRESS: at 87.21% examples, 674691 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:29,354 : INFO : EPOCH 3 - PROGRESS: at 87.53% examples, 674595 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:39:30,356 : INFO : EPOCH 3 - PROGRESS: at 87.85% examples, 674538 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:39:31,360 : INFO : EPOCH 3 - PROGRESS: at 88.18% examples, 674533 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:32,362 : INFO : EPOCH 3 - PROGRESS: at 88.48% examples, 674458 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:33,367 : INFO : EPOCH 3 - PROGRESS: at 88.82% examples, 674334 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:34,386 : INFO : EPOCH 3 - PROGRESS: at 89.15% examples, 674265 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:39:35,388 : INFO : EPOCH 3 - PROGRESS: at 89.47% examples, 674221 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:36,388 : INFO : EPOCH 3 - PROGRESS: at 89.78% examples, 674137 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:37,419 : INFO : EPOCH 3 - PROGRESS: at 90.12% examples, 674083 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:38,424 : INFO : EPOCH 3 - PROGRESS: at 90.44% examples, 674052 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:39,424 : INFO : EPOCH 3 - PROGRESS: at 90.76% examples, 673925 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:40,425 : INFO : EPOCH 3 - PROGRESS: at 91.07% examples, 673746 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:41,431 : INFO : EPOCH 3 - PROGRESS: at 91.37% examples, 673570 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:42,432 : INFO : EPOCH 3 - PROGRESS: at 91.67% examples, 673401 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:43,438 : INFO : EPOCH 3 - PROGRESS: at 91.99% examples, 673207 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:44,439 : INFO : EPOCH 3 - PROGRESS: at 92.25% examples, 672787 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:45,441 : INFO : EPOCH 3 - PROGRESS: at 92.54% examples, 672686 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:39:46,451 : INFO : EPOCH 3 - PROGRESS: at 92.88% examples, 672870 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:47,459 : INFO : EPOCH 3 - PROGRESS: at 93.22% examples, 673076 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:48,459 : INFO : EPOCH 3 - PROGRESS: at 93.57% examples, 673259 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:49,464 : INFO : EPOCH 3 - PROGRESS: at 93.90% examples, 673459 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:50,468 : INFO : EPOCH 3 - PROGRESS: at 94.26% examples, 673639 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:51,476 : INFO : EPOCH 3 - PROGRESS: at 94.62% examples, 673784 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:52,489 : INFO : EPOCH 3 - PROGRESS: at 94.98% examples, 673921 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:53,497 : INFO : EPOCH 3 - PROGRESS: at 95.36% examples, 674104 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:39:54,513 : INFO : EPOCH 3 - PROGRESS: at 95.73% examples, 674272 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:55,515 : INFO : EPOCH 3 - PROGRESS: at 96.09% examples, 674466 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:56,526 : INFO : EPOCH 3 - PROGRESS: at 96.44% examples, 674607 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:57,527 : INFO : EPOCH 3 - PROGRESS: at 96.79% examples, 674773 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:58,529 : INFO : EPOCH 3 - PROGRESS: at 97.14% examples, 674947 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:39:59,538 : INFO : EPOCH 3 - PROGRESS: at 97.48% examples, 675125 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:00,554 : INFO : EPOCH 3 - PROGRESS: at 97.82% examples, 675286 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:40:01,562 : INFO : EPOCH 3 - PROGRESS: at 98.14% examples, 675479 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:02,566 : INFO : EPOCH 3 - PROGRESS: at 98.47% examples, 675653 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:03,568 : INFO : EPOCH 3 - PROGRESS: at 98.84% examples, 675761 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:04,573 : INFO : EPOCH 3 - PROGRESS: at 99.20% examples, 675918 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:05,587 : INFO : EPOCH 3 - PROGRESS: at 99.54% examples, 676075 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:06,592 : INFO : EPOCH 3 - PROGRESS: at 99.89% examples, 676241 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:06,834 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 20:40:06,844 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 20:40:06,854 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 20:40:06,863 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 20:40:06,864 : INFO : EPOCH - 3 : training on 266101604 raw words (206714083 effective words) took 305.7s, 676276 effective words/s
2020-07-24 20:40:07,879 : INFO : EPOCH 4 - PROGRESS: at 0.33% examples, 699965 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:08,879 : INFO : EPOCH 4 - PROGRESS: at 0.67% examples, 713047 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:09,897 : INFO : EPOCH 4 - PROGRESS: at 1.05% examples, 714139 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:10,908 : INFO : EPOCH 4 - PROGRESS: at 1.40% examples, 718695 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:11,912 : INFO : EPOCH 4 - PROGRESS: at 1.73% examples, 719647 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:12,929 : INFO : EPOCH 4 - PROGRESS: at 2.09% examples, 719480 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:13,939 : INFO : EPOCH 4 - PROGRESS: at 2.42% examples, 721797 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:14,943 : INFO : EPOCH 4 - PROGRESS: at 2.79% examples, 720664 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:15,954 : INFO : EPOCH 4 - PROGRESS: at 3.15% examples, 720636 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:16,957 : INFO : EPOCH 4 - PROGRESS: at 3.50% examples, 720761 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:17,972 : INFO : EPOCH 4 - PROGRESS: at 3.82% examples, 721350 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:18,984 : INFO : EPOCH 4 - PROGRESS: at 4.17% examples, 721494 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:19,985 : INFO : EPOCH 4 - PROGRESS: at 4.52% examples, 721890 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:20,988 : INFO : EPOCH 4 - PROGRESS: at 4.85% examples, 721977 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:21,990 : INFO : EPOCH 4 - PROGRESS: at 5.20% examples, 721800 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:22,997 : INFO : EPOCH 4 - PROGRESS: at 5.55% examples, 721656 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:24,020 : INFO : EPOCH 4 - PROGRESS: at 5.92% examples, 719881 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:25,026 : INFO : EPOCH 4 - PROGRESS: at 6.25% examples, 720473 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:26,031 : INFO : EPOCH 4 - PROGRESS: at 6.62% examples, 721136 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:27,033 : INFO : EPOCH 4 - PROGRESS: at 6.97% examples, 721398 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:28,040 : INFO : EPOCH 4 - PROGRESS: at 7.35% examples, 721361 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:29,043 : INFO : EPOCH 4 - PROGRESS: at 7.70% examples, 721557 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:30,052 : INFO : EPOCH 4 - PROGRESS: at 8.06% examples, 721494 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:31,054 : INFO : EPOCH 4 - PROGRESS: at 8.43% examples, 721843 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:32,064 : INFO : EPOCH 4 - PROGRESS: at 8.77% examples, 721633 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:33,069 : INFO : EPOCH 4 - PROGRESS: at 9.12% examples, 722096 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:34,073 : INFO : EPOCH 4 - PROGRESS: at 9.45% examples, 722146 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:35,075 : INFO : EPOCH 4 - PROGRESS: at 9.78% examples, 722549 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:36,081 : INFO : EPOCH 4 - PROGRESS: at 10.12% examples, 722746 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:37,087 : INFO : EPOCH 4 - PROGRESS: at 10.46% examples, 723111 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:38,098 : INFO : EPOCH 4 - PROGRESS: at 10.83% examples, 722815 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:39,104 : INFO : EPOCH 4 - PROGRESS: at 11.18% examples, 722743 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:40,107 : INFO : EPOCH 4 - PROGRESS: at 11.55% examples, 722742 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:41,109 : INFO : EPOCH 4 - PROGRESS: at 11.92% examples, 722646 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:40:42,113 : INFO : EPOCH 4 - PROGRESS: at 12.24% examples, 722871 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:43,119 : INFO : EPOCH 4 - PROGRESS: at 12.60% examples, 722897 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:40:44,127 : INFO : EPOCH 4 - PROGRESS: at 12.96% examples, 723012 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:45,132 : INFO : EPOCH 4 - PROGRESS: at 13.31% examples, 722986 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:40:46,135 : INFO : EPOCH 4 - PROGRESS: at 13.67% examples, 723115 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:47,141 : INFO : EPOCH 4 - PROGRESS: at 14.03% examples, 723025 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:48,165 : INFO : EPOCH 4 - PROGRESS: at 14.40% examples, 722830 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:49,178 : INFO : EPOCH 4 - PROGRESS: at 14.77% examples, 723081 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:50,181 : INFO : EPOCH 4 - PROGRESS: at 15.11% examples, 723289 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:40:51,189 : INFO : EPOCH 4 - PROGRESS: at 15.50% examples, 723245 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:52,195 : INFO : EPOCH 4 - PROGRESS: at 15.86% examples, 723377 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:53,199 : INFO : EPOCH 4 - PROGRESS: at 16.21% examples, 723307 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:54,201 : INFO : EPOCH 4 - PROGRESS: at 16.57% examples, 723578 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:55,206 : INFO : EPOCH 4 - PROGRESS: at 16.93% examples, 723350 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:56,208 : INFO : EPOCH 4 - PROGRESS: at 17.28% examples, 723227 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:57,217 : INFO : EPOCH 4 - PROGRESS: at 17.66% examples, 723031 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:58,234 : INFO : EPOCH 4 - PROGRESS: at 18.02% examples, 723226 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:40:59,243 : INFO : EPOCH 4 - PROGRESS: at 18.38% examples, 723343 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:00,245 : INFO : EPOCH 4 - PROGRESS: at 18.72% examples, 723490 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:01,252 : INFO : EPOCH 4 - PROGRESS: at 19.06% examples, 723236 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:41:02,256 : INFO : EPOCH 4 - PROGRESS: at 19.43% examples, 723384 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:03,263 : INFO : EPOCH 4 - PROGRESS: at 19.79% examples, 723285 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:04,265 : INFO : EPOCH 4 - PROGRESS: at 20.15% examples, 723642 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:05,267 : INFO : EPOCH 4 - PROGRESS: at 20.48% examples, 723607 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:06,273 : INFO : EPOCH 4 - PROGRESS: at 20.84% examples, 723509 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:07,280 : INFO : EPOCH 4 - PROGRESS: at 21.19% examples, 723685 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:08,299 : INFO : EPOCH 4 - PROGRESS: at 21.53% examples, 723857 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:09,301 : INFO : EPOCH 4 - PROGRESS: at 21.87% examples, 723903 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:10,317 : INFO : EPOCH 4 - PROGRESS: at 22.23% examples, 723599 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:11,320 : INFO : EPOCH 4 - PROGRESS: at 22.59% examples, 723827 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:12,331 : INFO : EPOCH 4 - PROGRESS: at 22.93% examples, 723873 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:41:13,332 : INFO : EPOCH 4 - PROGRESS: at 23.26% examples, 723946 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:14,350 : INFO : EPOCH 4 - PROGRESS: at 23.63% examples, 723965 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:15,362 : INFO : EPOCH 4 - PROGRESS: at 23.97% examples, 723962 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:16,368 : INFO : EPOCH 4 - PROGRESS: at 24.34% examples, 723979 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:17,370 : INFO : EPOCH 4 - PROGRESS: at 24.73% examples, 723967 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:18,389 : INFO : EPOCH 4 - PROGRESS: at 25.07% examples, 723990 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:41:19,393 : INFO : EPOCH 4 - PROGRESS: at 25.43% examples, 724088 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:20,399 : INFO : EPOCH 4 - PROGRESS: at 25.77% examples, 724037 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:21,400 : INFO : EPOCH 4 - PROGRESS: at 26.14% examples, 724154 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:22,416 : INFO : EPOCH 4 - PROGRESS: at 26.48% examples, 724077 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:23,430 : INFO : EPOCH 4 - PROGRESS: at 26.83% examples, 723993 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:24,435 : INFO : EPOCH 4 - PROGRESS: at 27.19% examples, 724007 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:41:25,441 : INFO : EPOCH 4 - PROGRESS: at 27.55% examples, 724028 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:26,447 : INFO : EPOCH 4 - PROGRESS: at 27.90% examples, 723936 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:27,456 : INFO : EPOCH 4 - PROGRESS: at 28.25% examples, 724066 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:28,467 : INFO : EPOCH 4 - PROGRESS: at 28.62% examples, 724103 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:29,471 : INFO : EPOCH 4 - PROGRESS: at 29.00% examples, 724089 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:30,475 : INFO : EPOCH 4 - PROGRESS: at 29.36% examples, 724094 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:31,494 : INFO : EPOCH 4 - PROGRESS: at 29.70% examples, 724100 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:32,503 : INFO : EPOCH 4 - PROGRESS: at 30.07% examples, 724254 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:33,504 : INFO : EPOCH 4 - PROGRESS: at 30.43% examples, 724167 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:34,532 : INFO : EPOCH 4 - PROGRESS: at 30.81% examples, 724112 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:35,534 : INFO : EPOCH 4 - PROGRESS: at 31.14% examples, 724265 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:36,537 : INFO : EPOCH 4 - PROGRESS: at 31.49% examples, 724351 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:37,547 : INFO : EPOCH 4 - PROGRESS: at 31.85% examples, 724265 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:38,554 : INFO : EPOCH 4 - PROGRESS: at 32.23% examples, 724233 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:39,557 : INFO : EPOCH 4 - PROGRESS: at 32.60% examples, 724264 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:41:40,574 : INFO : EPOCH 4 - PROGRESS: at 32.99% examples, 724180 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:41,583 : INFO : EPOCH 4 - PROGRESS: at 33.35% examples, 724194 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:41:42,587 : INFO : EPOCH 4 - PROGRESS: at 33.67% examples, 724179 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:43,599 : INFO : EPOCH 4 - PROGRESS: at 34.04% examples, 724193 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:44,612 : INFO : EPOCH 4 - PROGRESS: at 34.39% examples, 724214 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:45,614 : INFO : EPOCH 4 - PROGRESS: at 34.78% examples, 724246 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:46,617 : INFO : EPOCH 4 - PROGRESS: at 35.11% examples, 724329 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:47,625 : INFO : EPOCH 4 - PROGRESS: at 35.46% examples, 724319 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:48,639 : INFO : EPOCH 4 - PROGRESS: at 35.82% examples, 724324 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:49,643 : INFO : EPOCH 4 - PROGRESS: at 36.20% examples, 724248 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:50,645 : INFO : EPOCH 4 - PROGRESS: at 36.56% examples, 724267 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:51,646 : INFO : EPOCH 4 - PROGRESS: at 36.92% examples, 724370 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:52,648 : INFO : EPOCH 4 - PROGRESS: at 37.24% examples, 724330 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:53,651 : INFO : EPOCH 4 - PROGRESS: at 37.56% examples, 724431 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:54,654 : INFO : EPOCH 4 - PROGRESS: at 37.88% examples, 724434 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:55,662 : INFO : EPOCH 4 - PROGRESS: at 38.24% examples, 724388 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:41:56,668 : INFO : EPOCH 4 - PROGRESS: at 38.61% examples, 724293 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:57,671 : INFO : EPOCH 4 - PROGRESS: at 38.97% examples, 724378 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:58,675 : INFO : EPOCH 4 - PROGRESS: at 39.30% examples, 724407 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:41:59,694 : INFO : EPOCH 4 - PROGRESS: at 39.65% examples, 724379 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:42:00,694 : INFO : EPOCH 4 - PROGRESS: at 40.01% examples, 724398 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:01,706 : INFO : EPOCH 4 - PROGRESS: at 40.35% examples, 724371 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:02,715 : INFO : EPOCH 4 - PROGRESS: at 40.68% examples, 724480 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:03,729 : INFO : EPOCH 4 - PROGRESS: at 41.01% examples, 724487 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:04,731 : INFO : EPOCH 4 - PROGRESS: at 41.36% examples, 724581 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:05,735 : INFO : EPOCH 4 - PROGRESS: at 41.70% examples, 724534 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:06,754 : INFO : EPOCH 4 - PROGRESS: at 42.06% examples, 724525 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:07,758 : INFO : EPOCH 4 - PROGRESS: at 42.42% examples, 724561 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:08,781 : INFO : EPOCH 4 - PROGRESS: at 42.75% examples, 724533 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:09,793 : INFO : EPOCH 4 - PROGRESS: at 43.09% examples, 724552 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:10,818 : INFO : EPOCH 4 - PROGRESS: at 43.46% examples, 724514 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:11,825 : INFO : EPOCH 4 - PROGRESS: at 43.81% examples, 724637 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:12,826 : INFO : EPOCH 4 - PROGRESS: at 44.18% examples, 724664 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:13,828 : INFO : EPOCH 4 - PROGRESS: at 44.53% examples, 724664 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:14,841 : INFO : EPOCH 4 - PROGRESS: at 44.89% examples, 724600 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:15,843 : INFO : EPOCH 4 - PROGRESS: at 45.26% examples, 724639 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:16,847 : INFO : EPOCH 4 - PROGRESS: at 45.62% examples, 724664 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:17,850 : INFO : EPOCH 4 - PROGRESS: at 45.98% examples, 724598 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:18,853 : INFO : EPOCH 4 - PROGRESS: at 46.32% examples, 724599 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:19,865 : INFO : EPOCH 4 - PROGRESS: at 46.65% examples, 724393 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:20,870 : INFO : EPOCH 4 - PROGRESS: at 46.96% examples, 724262 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:21,882 : INFO : EPOCH 4 - PROGRESS: at 47.29% examples, 723935 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:22,895 : INFO : EPOCH 4 - PROGRESS: at 47.63% examples, 723697 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:23,904 : INFO : EPOCH 4 - PROGRESS: at 47.95% examples, 723040 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:24,906 : INFO : EPOCH 4 - PROGRESS: at 48.24% examples, 722088 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:25,911 : INFO : EPOCH 4 - PROGRESS: at 48.57% examples, 722017 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:26,913 : INFO : EPOCH 4 - PROGRESS: at 48.92% examples, 722102 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:27,927 : INFO : EPOCH 4 - PROGRESS: at 49.28% examples, 722051 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:28,940 : INFO : EPOCH 4 - PROGRESS: at 49.67% examples, 722049 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:29,942 : INFO : EPOCH 4 - PROGRESS: at 50.01% examples, 722090 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:30,955 : INFO : EPOCH 4 - PROGRESS: at 50.37% examples, 722158 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:42:31,956 : INFO : EPOCH 4 - PROGRESS: at 50.69% examples, 722232 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:32,958 : INFO : EPOCH 4 - PROGRESS: at 51.05% examples, 722278 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:33,970 : INFO : EPOCH 4 - PROGRESS: at 51.41% examples, 722281 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:34,971 : INFO : EPOCH 4 - PROGRESS: at 51.77% examples, 722288 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:42:35,978 : INFO : EPOCH 4 - PROGRESS: at 52.12% examples, 722290 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:36,980 : INFO : EPOCH 4 - PROGRESS: at 52.47% examples, 722401 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:37,987 : INFO : EPOCH 4 - PROGRESS: at 52.83% examples, 722334 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:38,988 : INFO : EPOCH 4 - PROGRESS: at 53.19% examples, 722411 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:40,006 : INFO : EPOCH 4 - PROGRESS: at 53.55% examples, 722406 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:42:41,020 : INFO : EPOCH 4 - PROGRESS: at 53.89% examples, 722441 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:42,030 : INFO : EPOCH 4 - PROGRESS: at 54.27% examples, 722446 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:43,058 : INFO : EPOCH 4 - PROGRESS: at 54.65% examples, 722445 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:44,078 : INFO : EPOCH 4 - PROGRESS: at 55.02% examples, 722449 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:45,088 : INFO : EPOCH 4 - PROGRESS: at 55.38% examples, 722481 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:46,089 : INFO : EPOCH 4 - PROGRESS: at 55.74% examples, 722536 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:47,109 : INFO : EPOCH 4 - PROGRESS: at 56.11% examples, 722494 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:48,110 : INFO : EPOCH 4 - PROGRESS: at 56.49% examples, 722509 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:42:49,112 : INFO : EPOCH 4 - PROGRESS: at 56.84% examples, 722582 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:50,114 : INFO : EPOCH 4 - PROGRESS: at 57.19% examples, 722650 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:51,117 : INFO : EPOCH 4 - PROGRESS: at 57.54% examples, 722562 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:52,117 : INFO : EPOCH 4 - PROGRESS: at 57.88% examples, 722570 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:42:53,120 : INFO : EPOCH 4 - PROGRESS: at 58.22% examples, 722606 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:54,124 : INFO : EPOCH 4 - PROGRESS: at 58.60% examples, 722584 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:42:55,130 : INFO : EPOCH 4 - PROGRESS: at 58.93% examples, 722592 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:56,135 : INFO : EPOCH 4 - PROGRESS: at 59.30% examples, 722632 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:57,143 : INFO : EPOCH 4 - PROGRESS: at 59.65% examples, 722594 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:58,149 : INFO : EPOCH 4 - PROGRESS: at 60.00% examples, 722616 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:42:59,161 : INFO : EPOCH 4 - PROGRESS: at 60.35% examples, 722661 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:00,164 : INFO : EPOCH 4 - PROGRESS: at 60.71% examples, 722657 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:01,173 : INFO : EPOCH 4 - PROGRESS: at 61.10% examples, 722633 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:02,177 : INFO : EPOCH 4 - PROGRESS: at 61.42% examples, 722682 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:03,178 : INFO : EPOCH 4 - PROGRESS: at 61.77% examples, 722667 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:04,180 : INFO : EPOCH 4 - PROGRESS: at 62.12% examples, 722633 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:05,181 : INFO : EPOCH 4 - PROGRESS: at 62.47% examples, 722594 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:06,190 : INFO : EPOCH 4 - PROGRESS: at 62.80% examples, 722351 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:07,201 : INFO : EPOCH 4 - PROGRESS: at 63.13% examples, 721985 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:08,209 : INFO : EPOCH 4 - PROGRESS: at 63.44% examples, 721650 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:09,215 : INFO : EPOCH 4 - PROGRESS: at 63.75% examples, 721313 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:10,226 : INFO : EPOCH 4 - PROGRESS: at 64.06% examples, 720950 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:11,228 : INFO : EPOCH 4 - PROGRESS: at 64.39% examples, 720562 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:12,235 : INFO : EPOCH 4 - PROGRESS: at 64.71% examples, 720285 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:13,245 : INFO : EPOCH 4 - PROGRESS: at 65.03% examples, 719861 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:14,246 : INFO : EPOCH 4 - PROGRESS: at 65.35% examples, 719567 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:15,262 : INFO : EPOCH 4 - PROGRESS: at 65.68% examples, 719219 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:16,267 : INFO : EPOCH 4 - PROGRESS: at 65.98% examples, 718905 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:43:17,283 : INFO : EPOCH 4 - PROGRESS: at 66.30% examples, 718556 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:43:18,288 : INFO : EPOCH 4 - PROGRESS: at 66.63% examples, 718252 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:19,295 : INFO : EPOCH 4 - PROGRESS: at 66.95% examples, 717920 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:20,296 : INFO : EPOCH 4 - PROGRESS: at 67.27% examples, 717685 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:43:21,304 : INFO : EPOCH 4 - PROGRESS: at 67.59% examples, 717368 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:43:22,307 : INFO : EPOCH 4 - PROGRESS: at 67.91% examples, 717083 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:23,308 : INFO : EPOCH 4 - PROGRESS: at 68.23% examples, 716791 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:24,326 : INFO : EPOCH 4 - PROGRESS: at 68.52% examples, 716530 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:43:25,333 : INFO : EPOCH 4 - PROGRESS: at 68.84% examples, 716296 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:26,338 : INFO : EPOCH 4 - PROGRESS: at 69.17% examples, 716000 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:27,342 : INFO : EPOCH 4 - PROGRESS: at 69.48% examples, 715679 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:28,344 : INFO : EPOCH 4 - PROGRESS: at 69.79% examples, 715428 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:29,357 : INFO : EPOCH 4 - PROGRESS: at 70.10% examples, 715179 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:43:30,359 : INFO : EPOCH 4 - PROGRESS: at 70.41% examples, 714855 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:31,363 : INFO : EPOCH 4 - PROGRESS: at 70.72% examples, 714576 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:32,372 : INFO : EPOCH 4 - PROGRESS: at 71.03% examples, 714263 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:33,372 : INFO : EPOCH 4 - PROGRESS: at 71.37% examples, 714059 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:34,393 : INFO : EPOCH 4 - PROGRESS: at 71.69% examples, 713734 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:35,404 : INFO : EPOCH 4 - PROGRESS: at 72.04% examples, 713491 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:36,404 : INFO : EPOCH 4 - PROGRESS: at 72.37% examples, 713234 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:37,421 : INFO : EPOCH 4 - PROGRESS: at 72.68% examples, 712997 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:38,426 : INFO : EPOCH 4 - PROGRESS: at 72.98% examples, 712748 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:39,429 : INFO : EPOCH 4 - PROGRESS: at 73.31% examples, 712490 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:43:40,432 : INFO : EPOCH 4 - PROGRESS: at 73.61% examples, 712271 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:41,434 : INFO : EPOCH 4 - PROGRESS: at 73.90% examples, 712037 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:42,443 : INFO : EPOCH 4 - PROGRESS: at 74.20% examples, 711785 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:43:43,449 : INFO : EPOCH 4 - PROGRESS: at 74.53% examples, 711526 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:44,456 : INFO : EPOCH 4 - PROGRESS: at 74.83% examples, 711280 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:45,466 : INFO : EPOCH 4 - PROGRESS: at 75.14% examples, 711031 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:46,479 : INFO : EPOCH 4 - PROGRESS: at 75.48% examples, 710794 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:47,484 : INFO : EPOCH 4 - PROGRESS: at 75.78% examples, 710587 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:48,490 : INFO : EPOCH 4 - PROGRESS: at 76.13% examples, 710293 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:49,500 : INFO : EPOCH 4 - PROGRESS: at 76.45% examples, 709969 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:50,506 : INFO : EPOCH 4 - PROGRESS: at 76.77% examples, 709788 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:51,510 : INFO : EPOCH 4 - PROGRESS: at 77.08% examples, 709574 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:52,512 : INFO : EPOCH 4 - PROGRESS: at 77.40% examples, 709319 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:43:53,521 : INFO : EPOCH 4 - PROGRESS: at 77.72% examples, 709101 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:54,525 : INFO : EPOCH 4 - PROGRESS: at 78.06% examples, 708875 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:55,535 : INFO : EPOCH 4 - PROGRESS: at 78.38% examples, 708691 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:43:56,554 : INFO : EPOCH 4 - PROGRESS: at 78.71% examples, 708421 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:43:57,569 : INFO : EPOCH 4 - PROGRESS: at 79.04% examples, 708208 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:43:58,571 : INFO : EPOCH 4 - PROGRESS: at 79.35% examples, 708060 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:43:59,585 : INFO : EPOCH 4 - PROGRESS: at 79.67% examples, 707829 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:00,602 : INFO : EPOCH 4 - PROGRESS: at 80.00% examples, 707580 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:01,606 : INFO : EPOCH 4 - PROGRESS: at 80.32% examples, 707385 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:02,608 : INFO : EPOCH 4 - PROGRESS: at 80.63% examples, 707202 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:44:03,625 : INFO : EPOCH 4 - PROGRESS: at 80.95% examples, 706970 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:04,645 : INFO : EPOCH 4 - PROGRESS: at 81.29% examples, 706733 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:05,652 : INFO : EPOCH 4 - PROGRESS: at 81.61% examples, 706542 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:06,671 : INFO : EPOCH 4 - PROGRESS: at 81.92% examples, 706362 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:07,677 : INFO : EPOCH 4 - PROGRESS: at 82.25% examples, 706181 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:08,679 : INFO : EPOCH 4 - PROGRESS: at 82.58% examples, 705966 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:09,684 : INFO : EPOCH 4 - PROGRESS: at 82.93% examples, 705760 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:10,685 : INFO : EPOCH 4 - PROGRESS: at 83.24% examples, 705588 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:11,695 : INFO : EPOCH 4 - PROGRESS: at 83.55% examples, 705363 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:12,712 : INFO : EPOCH 4 - PROGRESS: at 83.89% examples, 705139 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:44:13,722 : INFO : EPOCH 4 - PROGRESS: at 84.20% examples, 704912 words/s, in_qsize 8, out_qsize 1
2020-07-24 20:44:14,731 : INFO : EPOCH 4 - PROGRESS: at 84.51% examples, 704744 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:44:15,731 : INFO : EPOCH 4 - PROGRESS: at 84.82% examples, 704550 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:16,732 : INFO : EPOCH 4 - PROGRESS: at 85.13% examples, 704356 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:17,736 : INFO : EPOCH 4 - PROGRESS: at 85.45% examples, 704166 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:18,758 : INFO : EPOCH 4 - PROGRESS: at 85.76% examples, 703997 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:19,760 : INFO : EPOCH 4 - PROGRESS: at 86.10% examples, 703817 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:44:20,771 : INFO : EPOCH 4 - PROGRESS: at 86.44% examples, 703610 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:21,771 : INFO : EPOCH 4 - PROGRESS: at 86.77% examples, 703451 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:22,781 : INFO : EPOCH 4 - PROGRESS: at 87.10% examples, 703254 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:23,790 : INFO : EPOCH 4 - PROGRESS: at 87.41% examples, 703087 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:24,812 : INFO : EPOCH 4 - PROGRESS: at 87.73% examples, 702902 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:25,833 : INFO : EPOCH 4 - PROGRESS: at 88.07% examples, 702747 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:26,842 : INFO : EPOCH 4 - PROGRESS: at 88.38% examples, 702584 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:27,860 : INFO : EPOCH 4 - PROGRESS: at 88.71% examples, 702385 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:28,865 : INFO : EPOCH 4 - PROGRESS: at 89.04% examples, 702223 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:29,866 : INFO : EPOCH 4 - PROGRESS: at 89.35% examples, 702106 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:30,885 : INFO : EPOCH 4 - PROGRESS: at 89.67% examples, 701904 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:31,904 : INFO : EPOCH 4 - PROGRESS: at 90.01% examples, 701693 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:32,920 : INFO : EPOCH 4 - PROGRESS: at 90.34% examples, 701558 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:33,920 : INFO : EPOCH 4 - PROGRESS: at 90.67% examples, 701409 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:34,937 : INFO : EPOCH 4 - PROGRESS: at 90.99% examples, 701230 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:35,953 : INFO : EPOCH 4 - PROGRESS: at 91.31% examples, 701052 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:36,968 : INFO : EPOCH 4 - PROGRESS: at 91.62% examples, 700876 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:44:37,982 : INFO : EPOCH 4 - PROGRESS: at 91.96% examples, 700702 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:38,988 : INFO : EPOCH 4 - PROGRESS: at 92.27% examples, 700553 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:40,005 : INFO : EPOCH 4 - PROGRESS: at 92.57% examples, 700407 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:41,025 : INFO : EPOCH 4 - PROGRESS: at 92.90% examples, 700243 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:42,043 : INFO : EPOCH 4 - PROGRESS: at 93.21% examples, 700114 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:43,049 : INFO : EPOCH 4 - PROGRESS: at 93.53% examples, 699967 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:44,055 : INFO : EPOCH 4 - PROGRESS: at 93.83% examples, 699819 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:45,082 : INFO : EPOCH 4 - PROGRESS: at 94.14% examples, 699658 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:46,083 : INFO : EPOCH 4 - PROGRESS: at 94.46% examples, 699540 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:47,083 : INFO : EPOCH 4 - PROGRESS: at 94.81% examples, 699380 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:48,093 : INFO : EPOCH 4 - PROGRESS: at 95.15% examples, 699227 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:49,101 : INFO : EPOCH 4 - PROGRESS: at 95.49% examples, 699075 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:50,103 : INFO : EPOCH 4 - PROGRESS: at 95.82% examples, 698922 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:51,108 : INFO : EPOCH 4 - PROGRESS: at 96.14% examples, 698784 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:52,120 : INFO : EPOCH 4 - PROGRESS: at 96.47% examples, 698650 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:44:53,121 : INFO : EPOCH 4 - PROGRESS: at 96.78% examples, 698503 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:54,131 : INFO : EPOCH 4 - PROGRESS: at 97.11% examples, 698350 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:55,135 : INFO : EPOCH 4 - PROGRESS: at 97.42% examples, 698271 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:56,148 : INFO : EPOCH 4 - PROGRESS: at 97.74% examples, 698150 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:57,160 : INFO : EPOCH 4 - PROGRESS: at 98.03% examples, 698028 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:58,164 : INFO : EPOCH 4 - PROGRESS: at 98.31% examples, 697873 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:44:59,183 : INFO : EPOCH 4 - PROGRESS: at 98.64% examples, 697712 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:00,190 : INFO : EPOCH 4 - PROGRESS: at 98.96% examples, 697448 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:01,204 : INFO : EPOCH 4 - PROGRESS: at 99.27% examples, 697211 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:02,207 : INFO : EPOCH 4 - PROGRESS: at 99.56% examples, 696987 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:45:03,214 : INFO : EPOCH 4 - PROGRESS: at 99.87% examples, 696732 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:03,594 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 20:45:03,603 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 20:45:03,617 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 20:45:03,618 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 20:45:03,619 : INFO : EPOCH - 4 : training on 266101604 raw words (206719963 effective words) took 296.8s, 696611 effective words/s
2020-07-24 20:45:04,628 : INFO : EPOCH 5 - PROGRESS: at 0.25% examples, 561089 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:05,644 : INFO : EPOCH 5 - PROGRESS: at 0.57% examples, 601110 words/s, in_qsize 8, out_qsize 1
2020-07-24 20:45:06,649 : INFO : EPOCH 5 - PROGRESS: at 0.92% examples, 640121 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:07,654 : INFO : EPOCH 5 - PROGRESS: at 1.29% examples, 663040 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:08,664 : INFO : EPOCH 5 - PROGRESS: at 1.62% examples, 673339 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:09,666 : INFO : EPOCH 5 - PROGRESS: at 1.97% examples, 681568 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:45:10,669 : INFO : EPOCH 5 - PROGRESS: at 2.31% examples, 689361 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:11,670 : INFO : EPOCH 5 - PROGRESS: at 2.66% examples, 692768 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:12,678 : INFO : EPOCH 5 - PROGRESS: at 3.03% examples, 694603 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:13,683 : INFO : EPOCH 5 - PROGRESS: at 3.38% examples, 697557 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:14,698 : INFO : EPOCH 5 - PROGRESS: at 3.70% examples, 700171 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:15,707 : INFO : EPOCH 5 - PROGRESS: at 4.03% examples, 701622 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:45:16,709 : INFO : EPOCH 5 - PROGRESS: at 4.39% examples, 703399 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:17,712 : INFO : EPOCH 5 - PROGRESS: at 4.73% examples, 704551 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:18,713 : INFO : EPOCH 5 - PROGRESS: at 5.08% examples, 705993 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:19,724 : INFO : EPOCH 5 - PROGRESS: at 5.42% examples, 706545 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:20,729 : INFO : EPOCH 5 - PROGRESS: at 5.77% examples, 707257 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:45:21,731 : INFO : EPOCH 5 - PROGRESS: at 6.13% examples, 707943 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:22,735 : INFO : EPOCH 5 - PROGRESS: at 6.48% examples, 709291 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:23,749 : INFO : EPOCH 5 - PROGRESS: at 6.85% examples, 709826 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:24,772 : INFO : EPOCH 5 - PROGRESS: at 7.22% examples, 709951 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:25,777 : INFO : EPOCH 5 - PROGRESS: at 7.57% examples, 710548 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:26,787 : INFO : EPOCH 5 - PROGRESS: at 7.93% examples, 711095 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:45:27,794 : INFO : EPOCH 5 - PROGRESS: at 8.30% examples, 711330 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:45:28,803 : INFO : EPOCH 5 - PROGRESS: at 8.65% examples, 711861 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:29,819 : INFO : EPOCH 5 - PROGRESS: at 8.99% examples, 712138 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:30,825 : INFO : EPOCH 5 - PROGRESS: at 9.35% examples, 712986 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:31,841 : INFO : EPOCH 5 - PROGRESS: at 9.67% examples, 712996 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:32,846 : INFO : EPOCH 5 - PROGRESS: at 10.00% examples, 713828 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:33,864 : INFO : EPOCH 5 - PROGRESS: at 10.33% examples, 714197 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:34,873 : INFO : EPOCH 5 - PROGRESS: at 10.70% examples, 714811 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:35,881 : INFO : EPOCH 5 - PROGRESS: at 11.05% examples, 714529 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:36,883 : INFO : EPOCH 5 - PROGRESS: at 11.41% examples, 713922 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:37,888 : INFO : EPOCH 5 - PROGRESS: at 11.73% examples, 712336 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:38,898 : INFO : EPOCH 5 - PROGRESS: at 12.06% examples, 710182 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:45:39,907 : INFO : EPOCH 5 - PROGRESS: at 12.37% examples, 708981 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:40,910 : INFO : EPOCH 5 - PROGRESS: at 12.69% examples, 707355 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:45:41,915 : INFO : EPOCH 5 - PROGRESS: at 13.01% examples, 706177 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:45:42,919 : INFO : EPOCH 5 - PROGRESS: at 13.32% examples, 704861 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:43,922 : INFO : EPOCH 5 - PROGRESS: at 13.65% examples, 703785 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:44,925 : INFO : EPOCH 5 - PROGRESS: at 13.98% examples, 702651 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:45,934 : INFO : EPOCH 5 - PROGRESS: at 14.32% examples, 701274 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:46,938 : INFO : EPOCH 5 - PROGRESS: at 14.65% examples, 700287 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:47,946 : INFO : EPOCH 5 - PROGRESS: at 14.96% examples, 699317 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:48,963 : INFO : EPOCH 5 - PROGRESS: at 15.28% examples, 698302 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:49,974 : INFO : EPOCH 5 - PROGRESS: at 15.63% examples, 697322 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:50,976 : INFO : EPOCH 5 - PROGRESS: at 15.96% examples, 696551 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:51,978 : INFO : EPOCH 5 - PROGRESS: at 16.28% examples, 695609 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:52,982 : INFO : EPOCH 5 - PROGRESS: at 16.60% examples, 694862 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:53,983 : INFO : EPOCH 5 - PROGRESS: at 16.92% examples, 694225 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:54,991 : INFO : EPOCH 5 - PROGRESS: at 17.25% examples, 693413 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:55,996 : INFO : EPOCH 5 - PROGRESS: at 17.59% examples, 692744 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:56,999 : INFO : EPOCH 5 - PROGRESS: at 17.92% examples, 692118 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:58,007 : INFO : EPOCH 5 - PROGRESS: at 18.24% examples, 691531 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:45:59,020 : INFO : EPOCH 5 - PROGRESS: at 18.56% examples, 690745 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:00,036 : INFO : EPOCH 5 - PROGRESS: at 18.88% examples, 689822 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:46:01,058 : INFO : EPOCH 5 - PROGRESS: at 19.18% examples, 689387 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:02,059 : INFO : EPOCH 5 - PROGRESS: at 19.52% examples, 688794 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:03,065 : INFO : EPOCH 5 - PROGRESS: at 19.84% examples, 688200 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:04,069 : INFO : EPOCH 5 - PROGRESS: at 20.16% examples, 687774 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:05,072 : INFO : EPOCH 5 - PROGRESS: at 20.47% examples, 687263 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:06,081 : INFO : EPOCH 5 - PROGRESS: at 20.79% examples, 686873 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:07,100 : INFO : EPOCH 5 - PROGRESS: at 21.11% examples, 686490 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:46:08,118 : INFO : EPOCH 5 - PROGRESS: at 21.43% examples, 686162 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:09,123 : INFO : EPOCH 5 - PROGRESS: at 21.73% examples, 685711 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:10,134 : INFO : EPOCH 5 - PROGRESS: at 22.06% examples, 685204 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:11,135 : INFO : EPOCH 5 - PROGRESS: at 22.38% examples, 684887 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:12,147 : INFO : EPOCH 5 - PROGRESS: at 22.71% examples, 684433 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:46:13,160 : INFO : EPOCH 5 - PROGRESS: at 23.01% examples, 684234 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:14,160 : INFO : EPOCH 5 - PROGRESS: at 23.32% examples, 683883 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:15,165 : INFO : EPOCH 5 - PROGRESS: at 23.65% examples, 683472 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:16,169 : INFO : EPOCH 5 - PROGRESS: at 23.96% examples, 683137 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:17,169 : INFO : EPOCH 5 - PROGRESS: at 24.28% examples, 682829 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:46:18,175 : INFO : EPOCH 5 - PROGRESS: at 24.63% examples, 682515 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:19,181 : INFO : EPOCH 5 - PROGRESS: at 24.96% examples, 682188 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:20,186 : INFO : EPOCH 5 - PROGRESS: at 25.27% examples, 681859 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:21,188 : INFO : EPOCH 5 - PROGRESS: at 25.57% examples, 681439 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:22,196 : INFO : EPOCH 5 - PROGRESS: at 25.91% examples, 680928 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:46:23,221 : INFO : EPOCH 5 - PROGRESS: at 26.24% examples, 680590 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:24,224 : INFO : EPOCH 5 - PROGRESS: at 26.55% examples, 680229 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:46:25,239 : INFO : EPOCH 5 - PROGRESS: at 26.86% examples, 679921 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:26,251 : INFO : EPOCH 5 - PROGRESS: at 27.19% examples, 679685 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:27,258 : INFO : EPOCH 5 - PROGRESS: at 27.52% examples, 679291 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:28,261 : INFO : EPOCH 5 - PROGRESS: at 27.83% examples, 678989 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:29,275 : INFO : EPOCH 5 - PROGRESS: at 28.15% examples, 678780 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:30,276 : INFO : EPOCH 5 - PROGRESS: at 28.49% examples, 678565 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:31,282 : INFO : EPOCH 5 - PROGRESS: at 28.82% examples, 678326 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:32,295 : INFO : EPOCH 5 - PROGRESS: at 29.13% examples, 678052 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:46:33,297 : INFO : EPOCH 5 - PROGRESS: at 29.46% examples, 677872 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:34,304 : INFO : EPOCH 5 - PROGRESS: at 29.78% examples, 677600 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:35,309 : INFO : EPOCH 5 - PROGRESS: at 30.12% examples, 677285 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:36,312 : INFO : EPOCH 5 - PROGRESS: at 30.44% examples, 677033 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:37,327 : INFO : EPOCH 5 - PROGRESS: at 30.78% examples, 676821 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:38,337 : INFO : EPOCH 5 - PROGRESS: at 31.10% examples, 676707 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:39,354 : INFO : EPOCH 5 - PROGRESS: at 31.40% examples, 676481 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:40,356 : INFO : EPOCH 5 - PROGRESS: at 31.72% examples, 676261 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:41,360 : INFO : EPOCH 5 - PROGRESS: at 32.07% examples, 676021 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:42,364 : INFO : EPOCH 5 - PROGRESS: at 32.39% examples, 675784 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:43,372 : INFO : EPOCH 5 - PROGRESS: at 32.72% examples, 675405 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:44,381 : INFO : EPOCH 5 - PROGRESS: at 33.09% examples, 675238 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:45,384 : INFO : EPOCH 5 - PROGRESS: at 33.41% examples, 675131 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:46,385 : INFO : EPOCH 5 - PROGRESS: at 33.70% examples, 674985 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:47,391 : INFO : EPOCH 5 - PROGRESS: at 34.03% examples, 674856 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:46:48,393 : INFO : EPOCH 5 - PROGRESS: at 34.35% examples, 674751 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:46:49,393 : INFO : EPOCH 5 - PROGRESS: at 34.69% examples, 674516 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:46:50,394 : INFO : EPOCH 5 - PROGRESS: at 35.00% examples, 674361 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:51,401 : INFO : EPOCH 5 - PROGRESS: at 35.31% examples, 674117 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:52,405 : INFO : EPOCH 5 - PROGRESS: at 35.63% examples, 674008 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:53,415 : INFO : EPOCH 5 - PROGRESS: at 35.96% examples, 673878 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:54,416 : INFO : EPOCH 5 - PROGRESS: at 36.29% examples, 673681 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:55,424 : INFO : EPOCH 5 - PROGRESS: at 36.62% examples, 673528 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:56,429 : INFO : EPOCH 5 - PROGRESS: at 36.95% examples, 673437 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:57,436 : INFO : EPOCH 5 - PROGRESS: at 37.25% examples, 673351 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:46:58,439 : INFO : EPOCH 5 - PROGRESS: at 37.53% examples, 673209 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:46:59,453 : INFO : EPOCH 5 - PROGRESS: at 37.83% examples, 673167 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:00,465 : INFO : EPOCH 5 - PROGRESS: at 38.15% examples, 672978 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:01,476 : INFO : EPOCH 5 - PROGRESS: at 38.49% examples, 672741 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:02,482 : INFO : EPOCH 5 - PROGRESS: at 38.82% examples, 672644 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:47:03,502 : INFO : EPOCH 5 - PROGRESS: at 39.14% examples, 672542 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:47:04,525 : INFO : EPOCH 5 - PROGRESS: at 39.45% examples, 672380 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:05,532 : INFO : EPOCH 5 - PROGRESS: at 39.78% examples, 672276 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:47:06,538 : INFO : EPOCH 5 - PROGRESS: at 40.09% examples, 672128 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:07,541 : INFO : EPOCH 5 - PROGRESS: at 40.40% examples, 672001 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:47:08,547 : INFO : EPOCH 5 - PROGRESS: at 40.69% examples, 671921 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:09,548 : INFO : EPOCH 5 - PROGRESS: at 40.97% examples, 671822 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:10,560 : INFO : EPOCH 5 - PROGRESS: at 41.30% examples, 671698 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:11,561 : INFO : EPOCH 5 - PROGRESS: at 41.62% examples, 671624 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:12,564 : INFO : EPOCH 5 - PROGRESS: at 41.92% examples, 671520 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:47:13,565 : INFO : EPOCH 5 - PROGRESS: at 42.25% examples, 671425 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:14,580 : INFO : EPOCH 5 - PROGRESS: at 42.59% examples, 671383 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:15,587 : INFO : EPOCH 5 - PROGRESS: at 42.86% examples, 671309 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:16,598 : INFO : EPOCH 5 - PROGRESS: at 43.20% examples, 671233 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:17,607 : INFO : EPOCH 5 - PROGRESS: at 43.52% examples, 671076 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:18,613 : INFO : EPOCH 5 - PROGRESS: at 43.83% examples, 671034 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:19,618 : INFO : EPOCH 5 - PROGRESS: at 44.16% examples, 670824 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:47:20,623 : INFO : EPOCH 5 - PROGRESS: at 44.48% examples, 670700 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:47:21,627 : INFO : EPOCH 5 - PROGRESS: at 44.82% examples, 670595 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:22,639 : INFO : EPOCH 5 - PROGRESS: at 45.12% examples, 670449 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:23,640 : INFO : EPOCH 5 - PROGRESS: at 45.46% examples, 670354 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:47:24,651 : INFO : EPOCH 5 - PROGRESS: at 45.79% examples, 670236 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:25,653 : INFO : EPOCH 5 - PROGRESS: at 46.10% examples, 670128 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:26,659 : INFO : EPOCH 5 - PROGRESS: at 46.42% examples, 670066 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:27,661 : INFO : EPOCH 5 - PROGRESS: at 46.73% examples, 669971 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:28,662 : INFO : EPOCH 5 - PROGRESS: at 47.02% examples, 669931 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:29,673 : INFO : EPOCH 5 - PROGRESS: at 47.33% examples, 669826 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:30,673 : INFO : EPOCH 5 - PROGRESS: at 47.64% examples, 669708 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:31,676 : INFO : EPOCH 5 - PROGRESS: at 47.98% examples, 669630 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:32,680 : INFO : EPOCH 5 - PROGRESS: at 48.29% examples, 669560 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:33,680 : INFO : EPOCH 5 - PROGRESS: at 48.60% examples, 669551 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:34,686 : INFO : EPOCH 5 - PROGRESS: at 48.92% examples, 669476 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:47:35,695 : INFO : EPOCH 5 - PROGRESS: at 49.26% examples, 669352 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:36,705 : INFO : EPOCH 5 - PROGRESS: at 49.60% examples, 669236 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:37,709 : INFO : EPOCH 5 - PROGRESS: at 49.92% examples, 669206 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:38,716 : INFO : EPOCH 5 - PROGRESS: at 50.24% examples, 669058 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:39,726 : INFO : EPOCH 5 - PROGRESS: at 50.54% examples, 668898 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:40,730 : INFO : EPOCH 5 - PROGRESS: at 50.82% examples, 668648 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:41,735 : INFO : EPOCH 5 - PROGRESS: at 51.12% examples, 668356 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:42,737 : INFO : EPOCH 5 - PROGRESS: at 51.44% examples, 668060 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:47:43,764 : INFO : EPOCH 5 - PROGRESS: at 51.74% examples, 667528 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:44,764 : INFO : EPOCH 5 - PROGRESS: at 52.03% examples, 667013 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:45,767 : INFO : EPOCH 5 - PROGRESS: at 52.34% examples, 667071 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:46,773 : INFO : EPOCH 5 - PROGRESS: at 52.71% examples, 667419 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:47,780 : INFO : EPOCH 5 - PROGRESS: at 53.05% examples, 667774 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:47:48,786 : INFO : EPOCH 5 - PROGRESS: at 53.41% examples, 668134 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:49,788 : INFO : EPOCH 5 - PROGRESS: at 53.75% examples, 668414 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:47:50,788 : INFO : EPOCH 5 - PROGRESS: at 54.11% examples, 668768 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:51,810 : INFO : EPOCH 5 - PROGRESS: at 54.49% examples, 668998 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:52,817 : INFO : EPOCH 5 - PROGRESS: at 54.86% examples, 669365 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:53,820 : INFO : EPOCH 5 - PROGRESS: at 55.22% examples, 669663 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:54,823 : INFO : EPOCH 5 - PROGRESS: at 55.58% examples, 670001 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:55,830 : INFO : EPOCH 5 - PROGRESS: at 55.94% examples, 670335 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:56,833 : INFO : EPOCH 5 - PROGRESS: at 56.32% examples, 670626 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:57,855 : INFO : EPOCH 5 - PROGRESS: at 56.68% examples, 670880 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:47:58,874 : INFO : EPOCH 5 - PROGRESS: at 57.01% examples, 671237 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:47:59,883 : INFO : EPOCH 5 - PROGRESS: at 57.39% examples, 671497 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:00,894 : INFO : EPOCH 5 - PROGRESS: at 57.73% examples, 671732 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:01,912 : INFO : EPOCH 5 - PROGRESS: at 58.07% examples, 672079 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:02,942 : INFO : EPOCH 5 - PROGRESS: at 58.44% examples, 672312 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:03,954 : INFO : EPOCH 5 - PROGRESS: at 58.81% examples, 672595 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:04,960 : INFO : EPOCH 5 - PROGRESS: at 59.16% examples, 672849 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:05,964 : INFO : EPOCH 5 - PROGRESS: at 59.51% examples, 673139 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:06,979 : INFO : EPOCH 5 - PROGRESS: at 59.85% examples, 673400 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:07,984 : INFO : EPOCH 5 - PROGRESS: at 60.19% examples, 673690 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:08,993 : INFO : EPOCH 5 - PROGRESS: at 60.55% examples, 673943 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:09,995 : INFO : EPOCH 5 - PROGRESS: at 60.94% examples, 674106 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:11,004 : INFO : EPOCH 5 - PROGRESS: at 61.28% examples, 674391 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:12,009 : INFO : EPOCH 5 - PROGRESS: at 61.61% examples, 674662 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:13,015 : INFO : EPOCH 5 - PROGRESS: at 61.97% examples, 674916 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:14,027 : INFO : EPOCH 5 - PROGRESS: at 62.32% examples, 675125 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:15,042 : INFO : EPOCH 5 - PROGRESS: at 62.68% examples, 675367 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:16,052 : INFO : EPOCH 5 - PROGRESS: at 63.04% examples, 675627 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:17,064 : INFO : EPOCH 5 - PROGRESS: at 63.39% examples, 675888 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:18,077 : INFO : EPOCH 5 - PROGRESS: at 63.73% examples, 676127 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:19,081 : INFO : EPOCH 5 - PROGRESS: at 64.07% examples, 676375 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:20,084 : INFO : EPOCH 5 - PROGRESS: at 64.42% examples, 676619 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:21,091 : INFO : EPOCH 5 - PROGRESS: at 64.77% examples, 676726 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:22,098 : INFO : EPOCH 5 - PROGRESS: at 65.09% examples, 676630 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:23,099 : INFO : EPOCH 5 - PROGRESS: at 65.42% examples, 676546 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:24,102 : INFO : EPOCH 5 - PROGRESS: at 65.74% examples, 676479 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:25,114 : INFO : EPOCH 5 - PROGRESS: at 66.05% examples, 676366 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:26,128 : INFO : EPOCH 5 - PROGRESS: at 66.36% examples, 676270 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:48:27,143 : INFO : EPOCH 5 - PROGRESS: at 66.69% examples, 676175 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:28,146 : INFO : EPOCH 5 - PROGRESS: at 67.00% examples, 676107 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:29,161 : INFO : EPOCH 5 - PROGRESS: at 67.33% examples, 676012 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:30,180 : INFO : EPOCH 5 - PROGRESS: at 67.66% examples, 675927 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:31,181 : INFO : EPOCH 5 - PROGRESS: at 67.97% examples, 675885 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:32,199 : INFO : EPOCH 5 - PROGRESS: at 68.29% examples, 675810 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:33,203 : INFO : EPOCH 5 - PROGRESS: at 68.59% examples, 675802 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:34,210 : INFO : EPOCH 5 - PROGRESS: at 68.91% examples, 675712 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:35,216 : INFO : EPOCH 5 - PROGRESS: at 69.23% examples, 675595 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:36,217 : INFO : EPOCH 5 - PROGRESS: at 69.55% examples, 675546 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:37,236 : INFO : EPOCH 5 - PROGRESS: at 69.87% examples, 675464 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:38,238 : INFO : EPOCH 5 - PROGRESS: at 70.17% examples, 675389 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:39,246 : INFO : EPOCH 5 - PROGRESS: at 70.48% examples, 675321 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:40,247 : INFO : EPOCH 5 - PROGRESS: at 70.80% examples, 675226 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:41,260 : INFO : EPOCH 5 - PROGRESS: at 71.10% examples, 675087 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:42,273 : INFO : EPOCH 5 - PROGRESS: at 71.44% examples, 675033 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:43,294 : INFO : EPOCH 5 - PROGRESS: at 71.77% examples, 674930 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:44,298 : INFO : EPOCH 5 - PROGRESS: at 72.10% examples, 674824 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:45,336 : INFO : EPOCH 5 - PROGRESS: at 72.43% examples, 674721 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:46,342 : INFO : EPOCH 5 - PROGRESS: at 72.75% examples, 674719 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:47,348 : INFO : EPOCH 5 - PROGRESS: at 73.06% examples, 674652 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:48,365 : INFO : EPOCH 5 - PROGRESS: at 73.40% examples, 674569 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:49,388 : INFO : EPOCH 5 - PROGRESS: at 73.69% examples, 674500 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:50,403 : INFO : EPOCH 5 - PROGRESS: at 74.00% examples, 674452 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:48:51,414 : INFO : EPOCH 5 - PROGRESS: at 74.28% examples, 674406 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:52,419 : INFO : EPOCH 5 - PROGRESS: at 74.62% examples, 674349 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:53,441 : INFO : EPOCH 5 - PROGRESS: at 74.92% examples, 674247 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:48:54,443 : INFO : EPOCH 5 - PROGRESS: at 75.25% examples, 674191 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:55,446 : INFO : EPOCH 5 - PROGRESS: at 75.55% examples, 674117 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:56,449 : INFO : EPOCH 5 - PROGRESS: at 75.86% examples, 674014 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:57,450 : INFO : EPOCH 5 - PROGRESS: at 76.21% examples, 673902 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:58,452 : INFO : EPOCH 5 - PROGRESS: at 76.53% examples, 673875 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:48:59,462 : INFO : EPOCH 5 - PROGRESS: at 76.85% examples, 673782 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:00,463 : INFO : EPOCH 5 - PROGRESS: at 77.16% examples, 673705 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:01,474 : INFO : EPOCH 5 - PROGRESS: at 77.48% examples, 673676 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:02,481 : INFO : EPOCH 5 - PROGRESS: at 77.80% examples, 673628 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:03,481 : INFO : EPOCH 5 - PROGRESS: at 78.13% examples, 673512 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:49:04,485 : INFO : EPOCH 5 - PROGRESS: at 78.45% examples, 673446 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:49:05,491 : INFO : EPOCH 5 - PROGRESS: at 78.78% examples, 673390 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:06,494 : INFO : EPOCH 5 - PROGRESS: at 79.11% examples, 673323 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:07,495 : INFO : EPOCH 5 - PROGRESS: at 79.41% examples, 673286 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:08,497 : INFO : EPOCH 5 - PROGRESS: at 79.74% examples, 673217 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:09,507 : INFO : EPOCH 5 - PROGRESS: at 80.05% examples, 673124 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:10,526 : INFO : EPOCH 5 - PROGRESS: at 80.38% examples, 673037 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:11,530 : INFO : EPOCH 5 - PROGRESS: at 80.70% examples, 673015 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:12,530 : INFO : EPOCH 5 - PROGRESS: at 81.01% examples, 672951 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:13,543 : INFO : EPOCH 5 - PROGRESS: at 81.35% examples, 672839 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:14,543 : INFO : EPOCH 5 - PROGRESS: at 81.66% examples, 672780 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:15,560 : INFO : EPOCH 5 - PROGRESS: at 81.96% examples, 672739 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:16,566 : INFO : EPOCH 5 - PROGRESS: at 82.31% examples, 672660 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:17,568 : INFO : EPOCH 5 - PROGRESS: at 82.64% examples, 672609 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:18,573 : INFO : EPOCH 5 - PROGRESS: at 82.99% examples, 672580 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:19,583 : INFO : EPOCH 5 - PROGRESS: at 83.29% examples, 672500 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:20,588 : INFO : EPOCH 5 - PROGRESS: at 83.60% examples, 672473 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:21,592 : INFO : EPOCH 5 - PROGRESS: at 83.94% examples, 672372 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:49:22,606 : INFO : EPOCH 5 - PROGRESS: at 84.25% examples, 672281 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:23,625 : INFO : EPOCH 5 - PROGRESS: at 84.56% examples, 672215 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:24,644 : INFO : EPOCH 5 - PROGRESS: at 84.87% examples, 672171 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:25,644 : INFO : EPOCH 5 - PROGRESS: at 85.20% examples, 672116 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:26,660 : INFO : EPOCH 5 - PROGRESS: at 85.52% examples, 672082 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:49:27,668 : INFO : EPOCH 5 - PROGRESS: at 85.83% examples, 672053 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:28,689 : INFO : EPOCH 5 - PROGRESS: at 86.16% examples, 671957 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:29,709 : INFO : EPOCH 5 - PROGRESS: at 86.50% examples, 671878 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:30,735 : INFO : EPOCH 5 - PROGRESS: at 86.85% examples, 671819 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:31,746 : INFO : EPOCH 5 - PROGRESS: at 87.16% examples, 671797 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:32,754 : INFO : EPOCH 5 - PROGRESS: at 87.49% examples, 671737 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:33,759 : INFO : EPOCH 5 - PROGRESS: at 87.80% examples, 671695 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:34,767 : INFO : EPOCH 5 - PROGRESS: at 88.12% examples, 671647 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:35,771 : INFO : EPOCH 5 - PROGRESS: at 88.43% examples, 671596 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:36,774 : INFO : EPOCH 5 - PROGRESS: at 88.77% examples, 671506 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:37,776 : INFO : EPOCH 5 - PROGRESS: at 89.09% examples, 671439 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:38,800 : INFO : EPOCH 5 - PROGRESS: at 89.40% examples, 671400 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:39,815 : INFO : EPOCH 5 - PROGRESS: at 89.73% examples, 671319 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:40,816 : INFO : EPOCH 5 - PROGRESS: at 90.06% examples, 671278 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:41,820 : INFO : EPOCH 5 - PROGRESS: at 90.38% examples, 671248 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:42,825 : INFO : EPOCH 5 - PROGRESS: at 90.71% examples, 671194 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:49:43,848 : INFO : EPOCH 5 - PROGRESS: at 91.04% examples, 671102 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:44,850 : INFO : EPOCH 5 - PROGRESS: at 91.35% examples, 671067 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:45,855 : INFO : EPOCH 5 - PROGRESS: at 91.67% examples, 671031 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:46,868 : INFO : EPOCH 5 - PROGRESS: at 92.00% examples, 670941 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:47,877 : INFO : EPOCH 5 - PROGRESS: at 92.31% examples, 670855 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:48,882 : INFO : EPOCH 5 - PROGRESS: at 92.60% examples, 670831 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:49,896 : INFO : EPOCH 5 - PROGRESS: at 92.92% examples, 670761 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:50,920 : INFO : EPOCH 5 - PROGRESS: at 93.24% examples, 670749 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:51,928 : INFO : EPOCH 5 - PROGRESS: at 93.56% examples, 670723 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:49:52,952 : INFO : EPOCH 5 - PROGRESS: at 93.86% examples, 670692 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:53,961 : INFO : EPOCH 5 - PROGRESS: at 94.18% examples, 670636 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:54,964 : INFO : EPOCH 5 - PROGRESS: at 94.49% examples, 670613 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:55,977 : INFO : EPOCH 5 - PROGRESS: at 94.84% examples, 670504 words/s, in_qsize 8, out_qsize 1
2020-07-24 20:49:56,986 : INFO : EPOCH 5 - PROGRESS: at 95.18% examples, 670502 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:57,995 : INFO : EPOCH 5 - PROGRESS: at 95.52% examples, 670447 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:49:59,001 : INFO : EPOCH 5 - PROGRESS: at 95.86% examples, 670415 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:00,016 : INFO : EPOCH 5 - PROGRESS: at 96.16% examples, 670367 words/s, in_qsize 8, out_qsize 1
2020-07-24 20:50:01,024 : INFO : EPOCH 5 - PROGRESS: at 96.50% examples, 670329 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:02,032 : INFO : EPOCH 5 - PROGRESS: at 96.81% examples, 670238 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:50:03,033 : INFO : EPOCH 5 - PROGRESS: at 97.13% examples, 670201 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:04,053 : INFO : EPOCH 5 - PROGRESS: at 97.45% examples, 670165 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:05,060 : INFO : EPOCH 5 - PROGRESS: at 97.76% examples, 670163 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:50:06,060 : INFO : EPOCH 5 - PROGRESS: at 98.05% examples, 670116 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:50:07,062 : INFO : EPOCH 5 - PROGRESS: at 98.34% examples, 670089 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:08,086 : INFO : EPOCH 5 - PROGRESS: at 98.67% examples, 670035 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:09,087 : INFO : EPOCH 5 - PROGRESS: at 99.01% examples, 670025 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:10,106 : INFO : EPOCH 5 - PROGRESS: at 99.32% examples, 669949 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:11,128 : INFO : EPOCH 5 - PROGRESS: at 99.63% examples, 669916 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:50:12,138 : INFO : EPOCH 5 - PROGRESS: at 99.97% examples, 669896 words/s, in_qsize 6, out_qsize 0
2020-07-24 20:50:12,179 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 20:50:12,185 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 20:50:12,200 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 20:50:12,207 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 20:50:12,208 : INFO : EPOCH - 5 : training on 266101604 raw words (206713960 effective words) took 308.6s, 669885 effective words/s
2020-07-24 20:50:13,213 : INFO : EPOCH 6 - PROGRESS: at 0.30% examples, 641532 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:14,226 : INFO : EPOCH 6 - PROGRESS: at 0.61% examples, 650923 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:15,232 : INFO : EPOCH 6 - PROGRESS: at 0.94% examples, 655891 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:16,266 : INFO : EPOCH 6 - PROGRESS: at 1.27% examples, 651702 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:50:17,275 : INFO : EPOCH 6 - PROGRESS: at 1.58% examples, 654354 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:18,287 : INFO : EPOCH 6 - PROGRESS: at 1.89% examples, 654599 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:19,295 : INFO : EPOCH 6 - PROGRESS: at 2.21% examples, 652646 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:20,295 : INFO : EPOCH 6 - PROGRESS: at 2.49% examples, 649455 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:21,310 : INFO : EPOCH 6 - PROGRESS: at 2.82% examples, 646493 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:22,322 : INFO : EPOCH 6 - PROGRESS: at 3.13% examples, 643530 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:23,338 : INFO : EPOCH 6 - PROGRESS: at 3.43% examples, 640204 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:24,356 : INFO : EPOCH 6 - PROGRESS: at 3.68% examples, 633723 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:25,360 : INFO : EPOCH 6 - PROGRESS: at 3.96% examples, 633292 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:26,362 : INFO : EPOCH 6 - PROGRESS: at 4.33% examples, 639647 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:27,364 : INFO : EPOCH 6 - PROGRESS: at 4.66% examples, 644949 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:28,374 : INFO : EPOCH 6 - PROGRESS: at 5.00% examples, 649501 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:29,375 : INFO : EPOCH 6 - PROGRESS: at 5.35% examples, 653750 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:30,380 : INFO : EPOCH 6 - PROGRESS: at 5.69% examples, 657071 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:31,381 : INFO : EPOCH 6 - PROGRESS: at 6.06% examples, 660924 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:32,389 : INFO : EPOCH 6 - PROGRESS: at 6.40% examples, 663821 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:50:33,397 : INFO : EPOCH 6 - PROGRESS: at 6.77% examples, 667298 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:34,402 : INFO : EPOCH 6 - PROGRESS: at 7.13% examples, 669769 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:50:35,403 : INFO : EPOCH 6 - PROGRESS: at 7.49% examples, 671814 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:36,413 : INFO : EPOCH 6 - PROGRESS: at 7.86% examples, 673785 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:37,415 : INFO : EPOCH 6 - PROGRESS: at 8.21% examples, 675607 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:38,418 : INFO : EPOCH 6 - PROGRESS: at 8.58% examples, 677447 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:39,421 : INFO : EPOCH 6 - PROGRESS: at 8.91% examples, 679483 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:40,423 : INFO : EPOCH 6 - PROGRESS: at 9.26% examples, 680759 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:41,424 : INFO : EPOCH 6 - PROGRESS: at 9.59% examples, 682760 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:42,431 : INFO : EPOCH 6 - PROGRESS: at 9.93% examples, 684164 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:43,434 : INFO : EPOCH 6 - PROGRESS: at 10.25% examples, 686035 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:44,435 : INFO : EPOCH 6 - PROGRESS: at 10.60% examples, 686888 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:50:45,464 : INFO : EPOCH 6 - PROGRESS: at 10.98% examples, 687955 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:46,480 : INFO : EPOCH 6 - PROGRESS: at 11.35% examples, 689291 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:47,482 : INFO : EPOCH 6 - PROGRESS: at 11.69% examples, 690286 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:50:48,488 : INFO : EPOCH 6 - PROGRESS: at 12.06% examples, 691244 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:49,489 : INFO : EPOCH 6 - PROGRESS: at 12.39% examples, 691810 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:50,511 : INFO : EPOCH 6 - PROGRESS: at 12.74% examples, 692279 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:51,513 : INFO : EPOCH 6 - PROGRESS: at 13.08% examples, 692277 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:52,525 : INFO : EPOCH 6 - PROGRESS: at 13.41% examples, 691293 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:50:53,530 : INFO : EPOCH 6 - PROGRESS: at 13.74% examples, 690397 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:54,531 : INFO : EPOCH 6 - PROGRESS: at 14.07% examples, 689521 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:55,539 : INFO : EPOCH 6 - PROGRESS: at 14.40% examples, 688735 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:56,542 : INFO : EPOCH 6 - PROGRESS: at 14.73% examples, 687910 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:57,550 : INFO : EPOCH 6 - PROGRESS: at 15.03% examples, 687288 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:58,562 : INFO : EPOCH 6 - PROGRESS: at 15.36% examples, 686486 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:50:59,575 : INFO : EPOCH 6 - PROGRESS: at 15.71% examples, 685759 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:00,588 : INFO : EPOCH 6 - PROGRESS: at 16.04% examples, 685235 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:01,589 : INFO : EPOCH 6 - PROGRESS: at 16.35% examples, 684744 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:02,600 : INFO : EPOCH 6 - PROGRESS: at 16.68% examples, 684218 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:03,603 : INFO : EPOCH 6 - PROGRESS: at 17.01% examples, 683486 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:51:04,607 : INFO : EPOCH 6 - PROGRESS: at 17.33% examples, 682997 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:05,614 : INFO : EPOCH 6 - PROGRESS: at 17.68% examples, 682447 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:06,620 : INFO : EPOCH 6 - PROGRESS: at 18.00% examples, 681987 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:07,623 : INFO : EPOCH 6 - PROGRESS: at 18.32% examples, 681742 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:08,643 : INFO : EPOCH 6 - PROGRESS: at 18.64% examples, 681256 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:51:09,650 : INFO : EPOCH 6 - PROGRESS: at 18.96% examples, 680858 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:51:10,652 : INFO : EPOCH 6 - PROGRESS: at 19.28% examples, 680580 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:11,653 : INFO : EPOCH 6 - PROGRESS: at 19.60% examples, 679846 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:12,656 : INFO : EPOCH 6 - PROGRESS: at 19.92% examples, 679659 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:13,660 : INFO : EPOCH 6 - PROGRESS: at 20.23% examples, 679165 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:14,663 : INFO : EPOCH 6 - PROGRESS: at 20.54% examples, 678911 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:15,673 : INFO : EPOCH 6 - PROGRESS: at 20.87% examples, 678543 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:16,683 : INFO : EPOCH 6 - PROGRESS: at 21.19% examples, 678128 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:17,685 : INFO : EPOCH 6 - PROGRESS: at 21.49% examples, 678052 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:51:18,703 : INFO : EPOCH 6 - PROGRESS: at 21.79% examples, 677572 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:19,717 : INFO : EPOCH 6 - PROGRESS: at 22.14% examples, 677283 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:20,722 : INFO : EPOCH 6 - PROGRESS: at 22.46% examples, 677055 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:21,722 : INFO : EPOCH 6 - PROGRESS: at 22.79% examples, 676815 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:22,737 : INFO : EPOCH 6 - PROGRESS: at 23.08% examples, 676801 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:23,739 : INFO : EPOCH 6 - PROGRESS: at 23.39% examples, 676583 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:24,739 : INFO : EPOCH 6 - PROGRESS: at 23.72% examples, 676375 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:25,750 : INFO : EPOCH 6 - PROGRESS: at 24.03% examples, 676108 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:26,765 : INFO : EPOCH 6 - PROGRESS: at 24.38% examples, 675744 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:51:27,770 : INFO : EPOCH 6 - PROGRESS: at 24.73% examples, 675521 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:28,797 : INFO : EPOCH 6 - PROGRESS: at 25.03% examples, 675063 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:51:29,808 : INFO : EPOCH 6 - PROGRESS: at 25.35% examples, 674796 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:30,818 : INFO : EPOCH 6 - PROGRESS: at 25.67% examples, 674675 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:51:31,841 : INFO : EPOCH 6 - PROGRESS: at 26.00% examples, 674306 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:32,843 : INFO : EPOCH 6 - PROGRESS: at 26.31% examples, 674113 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:33,847 : INFO : EPOCH 6 - PROGRESS: at 26.64% examples, 673814 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:34,849 : INFO : EPOCH 6 - PROGRESS: at 26.94% examples, 673597 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:35,849 : INFO : EPOCH 6 - PROGRESS: at 27.27% examples, 673310 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:36,855 : INFO : EPOCH 6 - PROGRESS: at 27.60% examples, 673120 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:51:37,867 : INFO : EPOCH 6 - PROGRESS: at 27.91% examples, 672827 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:51:38,882 : INFO : EPOCH 6 - PROGRESS: at 28.23% examples, 672618 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:39,887 : INFO : EPOCH 6 - PROGRESS: at 28.56% examples, 672467 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:40,906 : INFO : EPOCH 6 - PROGRESS: at 28.90% examples, 672216 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:41,917 : INFO : EPOCH 6 - PROGRESS: at 29.24% examples, 672203 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:42,933 : INFO : EPOCH 6 - PROGRESS: at 29.55% examples, 671940 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:43,943 : INFO : EPOCH 6 - PROGRESS: at 29.88% examples, 671789 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:44,952 : INFO : EPOCH 6 - PROGRESS: at 30.21% examples, 671707 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:45,963 : INFO : EPOCH 6 - PROGRESS: at 30.54% examples, 671641 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:46,987 : INFO : EPOCH 6 - PROGRESS: at 30.88% examples, 671379 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:48,005 : INFO : EPOCH 6 - PROGRESS: at 31.19% examples, 671353 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:49,006 : INFO : EPOCH 6 - PROGRESS: at 31.50% examples, 671218 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:50,012 : INFO : EPOCH 6 - PROGRESS: at 31.83% examples, 671022 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:51,015 : INFO : EPOCH 6 - PROGRESS: at 32.17% examples, 670786 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:52,024 : INFO : EPOCH 6 - PROGRESS: at 32.51% examples, 670481 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:53,034 : INFO : EPOCH 6 - PROGRESS: at 32.85% examples, 670334 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:54,040 : INFO : EPOCH 6 - PROGRESS: at 33.20% examples, 670242 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:55,041 : INFO : EPOCH 6 - PROGRESS: at 33.49% examples, 670196 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:56,046 : INFO : EPOCH 6 - PROGRESS: at 33.81% examples, 670030 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:57,065 : INFO : EPOCH 6 - PROGRESS: at 34.13% examples, 669902 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:51:58,068 : INFO : EPOCH 6 - PROGRESS: at 34.46% examples, 669795 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:51:59,068 : INFO : EPOCH 6 - PROGRESS: at 34.79% examples, 669631 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:00,069 : INFO : EPOCH 6 - PROGRESS: at 35.10% examples, 669570 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:01,074 : INFO : EPOCH 6 - PROGRESS: at 35.41% examples, 669382 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:02,075 : INFO : EPOCH 6 - PROGRESS: at 35.73% examples, 669235 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:52:03,077 : INFO : EPOCH 6 - PROGRESS: at 36.06% examples, 669081 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:04,098 : INFO : EPOCH 6 - PROGRESS: at 36.38% examples, 668978 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:05,108 : INFO : EPOCH 6 - PROGRESS: at 36.73% examples, 668866 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:06,113 : INFO : EPOCH 6 - PROGRESS: at 37.04% examples, 668748 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:07,129 : INFO : EPOCH 6 - PROGRESS: at 37.33% examples, 668648 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:08,130 : INFO : EPOCH 6 - PROGRESS: at 37.62% examples, 668651 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:09,133 : INFO : EPOCH 6 - PROGRESS: at 37.93% examples, 668541 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:10,141 : INFO : EPOCH 6 - PROGRESS: at 38.25% examples, 668467 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:11,159 : INFO : EPOCH 6 - PROGRESS: at 38.60% examples, 668331 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:12,160 : INFO : EPOCH 6 - PROGRESS: at 38.92% examples, 668271 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:13,168 : INFO : EPOCH 6 - PROGRESS: at 39.24% examples, 668089 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:52:14,175 : INFO : EPOCH 6 - PROGRESS: at 39.53% examples, 668050 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:15,177 : INFO : EPOCH 6 - PROGRESS: at 39.86% examples, 667994 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:16,181 : INFO : EPOCH 6 - PROGRESS: at 40.18% examples, 667834 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:17,200 : INFO : EPOCH 6 - PROGRESS: at 40.48% examples, 667811 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:18,203 : INFO : EPOCH 6 - PROGRESS: at 40.78% examples, 667798 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:19,223 : INFO : EPOCH 6 - PROGRESS: at 41.09% examples, 667730 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:20,237 : INFO : EPOCH 6 - PROGRESS: at 41.40% examples, 667693 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:21,251 : INFO : EPOCH 6 - PROGRESS: at 41.72% examples, 667663 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:22,263 : INFO : EPOCH 6 - PROGRESS: at 42.04% examples, 667526 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:23,271 : INFO : EPOCH 6 - PROGRESS: at 42.36% examples, 667476 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:24,283 : INFO : EPOCH 6 - PROGRESS: at 42.68% examples, 667400 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:25,285 : INFO : EPOCH 6 - PROGRESS: at 42.96% examples, 667348 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:52:26,295 : INFO : EPOCH 6 - PROGRESS: at 43.30% examples, 667202 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:27,297 : INFO : EPOCH 6 - PROGRESS: at 43.62% examples, 667168 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:28,300 : INFO : EPOCH 6 - PROGRESS: at 43.93% examples, 667056 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:29,311 : INFO : EPOCH 6 - PROGRESS: at 44.26% examples, 666981 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:30,314 : INFO : EPOCH 6 - PROGRESS: at 44.59% examples, 666948 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:31,319 : INFO : EPOCH 6 - PROGRESS: at 44.91% examples, 666831 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:32,332 : INFO : EPOCH 6 - PROGRESS: at 45.24% examples, 666787 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:33,342 : INFO : EPOCH 6 - PROGRESS: at 45.57% examples, 666641 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:52:34,344 : INFO : EPOCH 6 - PROGRESS: at 45.91% examples, 666632 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:35,346 : INFO : EPOCH 6 - PROGRESS: at 46.21% examples, 666556 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:36,363 : INFO : EPOCH 6 - PROGRESS: at 46.53% examples, 666462 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:37,371 : INFO : EPOCH 6 - PROGRESS: at 46.83% examples, 666382 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:38,391 : INFO : EPOCH 6 - PROGRESS: at 47.15% examples, 666332 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:39,391 : INFO : EPOCH 6 - PROGRESS: at 47.45% examples, 666287 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:40,394 : INFO : EPOCH 6 - PROGRESS: at 47.76% examples, 666151 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:41,400 : INFO : EPOCH 6 - PROGRESS: at 48.10% examples, 666136 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:42,407 : INFO : EPOCH 6 - PROGRESS: at 48.41% examples, 666181 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:43,407 : INFO : EPOCH 6 - PROGRESS: at 48.72% examples, 666177 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:52:44,413 : INFO : EPOCH 6 - PROGRESS: at 49.05% examples, 666142 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:52:45,431 : INFO : EPOCH 6 - PROGRESS: at 49.38% examples, 666079 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:46,439 : INFO : EPOCH 6 - PROGRESS: at 49.72% examples, 665971 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:47,443 : INFO : EPOCH 6 - PROGRESS: at 50.04% examples, 665976 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:48,462 : INFO : EPOCH 6 - PROGRESS: at 50.37% examples, 665918 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:52:49,469 : INFO : EPOCH 6 - PROGRESS: at 50.67% examples, 665965 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:50,470 : INFO : EPOCH 6 - PROGRESS: at 50.98% examples, 665830 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:51,484 : INFO : EPOCH 6 - PROGRESS: at 51.30% examples, 665780 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:52,486 : INFO : EPOCH 6 - PROGRESS: at 51.63% examples, 665710 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:53,501 : INFO : EPOCH 6 - PROGRESS: at 51.96% examples, 665634 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:52:54,511 : INFO : EPOCH 6 - PROGRESS: at 52.28% examples, 665574 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:55,511 : INFO : EPOCH 6 - PROGRESS: at 52.60% examples, 665573 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:52:56,522 : INFO : EPOCH 6 - PROGRESS: at 52.93% examples, 665544 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:57,531 : INFO : EPOCH 6 - PROGRESS: at 53.25% examples, 665502 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:58,532 : INFO : EPOCH 6 - PROGRESS: at 53.58% examples, 665442 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:52:59,549 : INFO : EPOCH 6 - PROGRESS: at 53.88% examples, 665282 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:00,552 : INFO : EPOCH 6 - PROGRESS: at 54.20% examples, 665056 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:01,554 : INFO : EPOCH 6 - PROGRESS: at 54.52% examples, 664773 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:02,566 : INFO : EPOCH 6 - PROGRESS: at 54.83% examples, 664558 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:03,578 : INFO : EPOCH 6 - PROGRESS: at 55.15% examples, 664166 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:04,587 : INFO : EPOCH 6 - PROGRESS: at 55.42% examples, 663639 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:05,607 : INFO : EPOCH 6 - PROGRESS: at 55.74% examples, 663445 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:06,620 : INFO : EPOCH 6 - PROGRESS: at 56.11% examples, 663773 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:07,621 : INFO : EPOCH 6 - PROGRESS: at 56.48% examples, 664081 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:08,626 : INFO : EPOCH 6 - PROGRESS: at 56.83% examples, 664342 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:09,629 : INFO : EPOCH 6 - PROGRESS: at 57.17% examples, 664690 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:10,641 : INFO : EPOCH 6 - PROGRESS: at 57.52% examples, 664946 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:11,651 : INFO : EPOCH 6 - PROGRESS: at 57.87% examples, 665292 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:12,653 : INFO : EPOCH 6 - PROGRESS: at 58.21% examples, 665633 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:13,667 : INFO : EPOCH 6 - PROGRESS: at 58.59% examples, 665868 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:14,675 : INFO : EPOCH 6 - PROGRESS: at 58.93% examples, 666192 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:15,678 : INFO : EPOCH 6 - PROGRESS: at 59.28% examples, 666450 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:16,688 : INFO : EPOCH 6 - PROGRESS: at 59.63% examples, 666738 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:17,696 : INFO : EPOCH 6 - PROGRESS: at 59.98% examples, 667024 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:18,701 : INFO : EPOCH 6 - PROGRESS: at 60.33% examples, 667346 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:19,705 : INFO : EPOCH 6 - PROGRESS: at 60.69% examples, 667664 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:20,727 : INFO : EPOCH 6 - PROGRESS: at 61.08% examples, 667938 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:21,728 : INFO : EPOCH 6 - PROGRESS: at 61.40% examples, 668247 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:22,728 : INFO : EPOCH 6 - PROGRESS: at 61.76% examples, 668546 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:53:23,733 : INFO : EPOCH 6 - PROGRESS: at 62.10% examples, 668846 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:53:24,736 : INFO : EPOCH 6 - PROGRESS: at 62.46% examples, 669123 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:53:25,741 : INFO : EPOCH 6 - PROGRESS: at 62.81% examples, 669365 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:26,757 : INFO : EPOCH 6 - PROGRESS: at 63.16% examples, 669630 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:27,764 : INFO : EPOCH 6 - PROGRESS: at 63.50% examples, 669924 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:28,772 : INFO : EPOCH 6 - PROGRESS: at 63.85% examples, 670203 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:29,788 : INFO : EPOCH 6 - PROGRESS: at 64.19% examples, 670457 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:30,789 : INFO : EPOCH 6 - PROGRESS: at 64.54% examples, 670781 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:31,814 : INFO : EPOCH 6 - PROGRESS: at 64.91% examples, 670969 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:32,815 : INFO : EPOCH 6 - PROGRESS: at 65.26% examples, 671254 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:33,837 : INFO : EPOCH 6 - PROGRESS: at 65.63% examples, 671535 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:34,840 : INFO : EPOCH 6 - PROGRESS: at 65.97% examples, 671846 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:53:35,852 : INFO : EPOCH 6 - PROGRESS: at 66.32% examples, 672078 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:36,864 : INFO : EPOCH 6 - PROGRESS: at 66.68% examples, 672309 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:37,882 : INFO : EPOCH 6 - PROGRESS: at 67.03% examples, 672626 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:38,886 : INFO : EPOCH 6 - PROGRESS: at 67.38% examples, 672869 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:39,887 : INFO : EPOCH 6 - PROGRESS: at 67.74% examples, 673111 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:40,889 : INFO : EPOCH 6 - PROGRESS: at 68.08% examples, 673402 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:41,891 : INFO : EPOCH 6 - PROGRESS: at 68.41% examples, 673724 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:42,898 : INFO : EPOCH 6 - PROGRESS: at 68.76% examples, 673996 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:43,913 : INFO : EPOCH 6 - PROGRESS: at 69.12% examples, 674210 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:44,932 : INFO : EPOCH 6 - PROGRESS: at 69.48% examples, 674457 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:45,939 : INFO : EPOCH 6 - PROGRESS: at 69.83% examples, 674742 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:46,941 : INFO : EPOCH 6 - PROGRESS: at 70.16% examples, 674924 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:47,942 : INFO : EPOCH 6 - PROGRESS: at 70.50% examples, 675186 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:48,951 : INFO : EPOCH 6 - PROGRESS: at 70.84% examples, 675399 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:53:49,962 : INFO : EPOCH 6 - PROGRESS: at 71.19% examples, 675578 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:50,967 : INFO : EPOCH 6 - PROGRESS: at 71.53% examples, 675479 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:51,973 : INFO : EPOCH 6 - PROGRESS: at 71.85% examples, 675359 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:52,994 : INFO : EPOCH 6 - PROGRESS: at 72.17% examples, 675229 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:54,011 : INFO : EPOCH 6 - PROGRESS: at 72.51% examples, 675118 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:55,019 : INFO : EPOCH 6 - PROGRESS: at 72.82% examples, 675048 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:56,021 : INFO : EPOCH 6 - PROGRESS: at 73.13% examples, 674970 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:57,030 : INFO : EPOCH 6 - PROGRESS: at 73.46% examples, 674926 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:58,031 : INFO : EPOCH 6 - PROGRESS: at 73.74% examples, 674874 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:53:59,043 : INFO : EPOCH 6 - PROGRESS: at 74.04% examples, 674788 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:00,049 : INFO : EPOCH 6 - PROGRESS: at 74.34% examples, 674745 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:01,061 : INFO : EPOCH 6 - PROGRESS: at 74.66% examples, 674602 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:02,076 : INFO : EPOCH 6 - PROGRESS: at 74.96% examples, 674549 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:03,079 : INFO : EPOCH 6 - PROGRESS: at 75.29% examples, 674486 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:04,082 : INFO : EPOCH 6 - PROGRESS: at 75.61% examples, 674388 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:05,102 : INFO : EPOCH 6 - PROGRESS: at 75.92% examples, 674295 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:06,118 : INFO : EPOCH 6 - PROGRESS: at 76.27% examples, 674208 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:07,126 : INFO : EPOCH 6 - PROGRESS: at 76.59% examples, 674156 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:08,128 : INFO : EPOCH 6 - PROGRESS: at 76.92% examples, 674054 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:09,144 : INFO : EPOCH 6 - PROGRESS: at 77.23% examples, 673942 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:10,153 : INFO : EPOCH 6 - PROGRESS: at 77.55% examples, 673894 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:11,171 : INFO : EPOCH 6 - PROGRESS: at 77.86% examples, 673820 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:12,176 : INFO : EPOCH 6 - PROGRESS: at 78.19% examples, 673752 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:13,178 : INFO : EPOCH 6 - PROGRESS: at 78.52% examples, 673664 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:14,178 : INFO : EPOCH 6 - PROGRESS: at 78.84% examples, 673639 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:15,181 : INFO : EPOCH 6 - PROGRESS: at 79.15% examples, 673559 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:54:16,182 : INFO : EPOCH 6 - PROGRESS: at 79.47% examples, 673491 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:17,186 : INFO : EPOCH 6 - PROGRESS: at 79.80% examples, 673423 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:54:18,187 : INFO : EPOCH 6 - PROGRESS: at 80.12% examples, 673376 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:19,211 : INFO : EPOCH 6 - PROGRESS: at 80.44% examples, 673334 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:20,217 : INFO : EPOCH 6 - PROGRESS: at 80.76% examples, 673293 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:54:21,226 : INFO : EPOCH 6 - PROGRESS: at 81.09% examples, 673186 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:22,235 : INFO : EPOCH 6 - PROGRESS: at 81.41% examples, 673138 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:23,252 : INFO : EPOCH 6 - PROGRESS: at 81.72% examples, 673062 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:24,262 : INFO : EPOCH 6 - PROGRESS: at 82.04% examples, 673015 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:25,262 : INFO : EPOCH 6 - PROGRESS: at 82.39% examples, 672951 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:26,271 : INFO : EPOCH 6 - PROGRESS: at 82.71% examples, 672886 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:27,272 : INFO : EPOCH 6 - PROGRESS: at 83.05% examples, 672792 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:28,274 : INFO : EPOCH 6 - PROGRESS: at 83.35% examples, 672736 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:29,275 : INFO : EPOCH 6 - PROGRESS: at 83.67% examples, 672658 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:30,293 : INFO : EPOCH 6 - PROGRESS: at 84.00% examples, 672534 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:31,297 : INFO : EPOCH 6 - PROGRESS: at 84.32% examples, 672492 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:32,305 : INFO : EPOCH 6 - PROGRESS: at 84.62% examples, 672420 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:33,308 : INFO : EPOCH 6 - PROGRESS: at 84.93% examples, 672370 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:34,319 : INFO : EPOCH 6 - PROGRESS: at 85.25% examples, 672301 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:35,339 : INFO : EPOCH 6 - PROGRESS: at 85.57% examples, 672232 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:36,357 : INFO : EPOCH 6 - PROGRESS: at 85.89% examples, 672211 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:37,360 : INFO : EPOCH 6 - PROGRESS: at 86.21% examples, 672190 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:38,375 : INFO : EPOCH 6 - PROGRESS: at 86.56% examples, 672092 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:39,392 : INFO : EPOCH 6 - PROGRESS: at 86.90% examples, 672023 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:40,398 : INFO : EPOCH 6 - PROGRESS: at 87.21% examples, 672014 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:41,412 : INFO : EPOCH 6 - PROGRESS: at 87.53% examples, 671915 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:42,437 : INFO : EPOCH 6 - PROGRESS: at 87.85% examples, 671874 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:54:43,438 : INFO : EPOCH 6 - PROGRESS: at 88.18% examples, 671863 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:44,440 : INFO : EPOCH 6 - PROGRESS: at 88.48% examples, 671797 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:45,459 : INFO : EPOCH 6 - PROGRESS: at 88.82% examples, 671676 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:46,484 : INFO : EPOCH 6 - PROGRESS: at 89.15% examples, 671601 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:54:47,499 : INFO : EPOCH 6 - PROGRESS: at 89.47% examples, 671562 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:48,511 : INFO : EPOCH 6 - PROGRESS: at 89.79% examples, 671498 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:49,528 : INFO : EPOCH 6 - PROGRESS: at 90.12% examples, 671424 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:50,529 : INFO : EPOCH 6 - PROGRESS: at 90.43% examples, 671382 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:51,539 : INFO : EPOCH 6 - PROGRESS: at 90.76% examples, 671297 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:54:52,546 : INFO : EPOCH 6 - PROGRESS: at 91.09% examples, 671262 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:53,547 : INFO : EPOCH 6 - PROGRESS: at 91.41% examples, 671238 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:54,554 : INFO : EPOCH 6 - PROGRESS: at 91.72% examples, 671164 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:55,562 : INFO : EPOCH 6 - PROGRESS: at 92.05% examples, 671076 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:56,592 : INFO : EPOCH 6 - PROGRESS: at 92.35% examples, 670984 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:54:57,600 : INFO : EPOCH 6 - PROGRESS: at 92.66% examples, 670969 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:54:58,601 : INFO : EPOCH 6 - PROGRESS: at 92.98% examples, 670906 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:54:59,607 : INFO : EPOCH 6 - PROGRESS: at 93.29% examples, 670866 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:00,613 : INFO : EPOCH 6 - PROGRESS: at 93.61% examples, 670821 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:01,616 : INFO : EPOCH 6 - PROGRESS: at 93.90% examples, 670786 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:02,639 : INFO : EPOCH 6 - PROGRESS: at 94.22% examples, 670724 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:55:03,647 : INFO : EPOCH 6 - PROGRESS: at 94.54% examples, 670679 words/s, in_qsize 7, out_qsize 1
2020-07-24 20:55:04,648 : INFO : EPOCH 6 - PROGRESS: at 94.87% examples, 670630 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:55:05,652 : INFO : EPOCH 6 - PROGRESS: at 95.22% examples, 670560 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:06,671 : INFO : EPOCH 6 - PROGRESS: at 95.55% examples, 670504 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:07,682 : INFO : EPOCH 6 - PROGRESS: at 95.88% examples, 670435 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:08,684 : INFO : EPOCH 6 - PROGRESS: at 96.20% examples, 670438 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:09,685 : INFO : EPOCH 6 - PROGRESS: at 96.54% examples, 670369 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:55:10,691 : INFO : EPOCH 6 - PROGRESS: at 96.84% examples, 670307 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:11,691 : INFO : EPOCH 6 - PROGRESS: at 97.15% examples, 670279 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:55:12,697 : INFO : EPOCH 6 - PROGRESS: at 97.47% examples, 670258 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:13,728 : INFO : EPOCH 6 - PROGRESS: at 97.78% examples, 670178 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:14,739 : INFO : EPOCH 6 - PROGRESS: at 98.09% examples, 670170 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:55:15,744 : INFO : EPOCH 6 - PROGRESS: at 98.37% examples, 670152 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:16,751 : INFO : EPOCH 6 - PROGRESS: at 98.71% examples, 670091 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:17,755 : INFO : EPOCH 6 - PROGRESS: at 99.03% examples, 670032 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:18,760 : INFO : EPOCH 6 - PROGRESS: at 99.35% examples, 670004 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:19,769 : INFO : EPOCH 6 - PROGRESS: at 99.67% examples, 669971 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:20,743 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 20:55:20,754 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 20:55:20,761 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 20:55:20,763 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 20:55:20,763 : INFO : EPOCH - 6 : training on 266101604 raw words (206715281 effective words) took 308.6s, 669956 effective words/s
2020-07-24 20:55:21,768 : INFO : EPOCH 7 - PROGRESS: at 0.29% examples, 642567 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:22,777 : INFO : EPOCH 7 - PROGRESS: at 0.61% examples, 652807 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:55:23,783 : INFO : EPOCH 7 - PROGRESS: at 0.94% examples, 657148 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:24,814 : INFO : EPOCH 7 - PROGRESS: at 1.27% examples, 653154 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:25,825 : INFO : EPOCH 7 - PROGRESS: at 1.58% examples, 655349 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:26,841 : INFO : EPOCH 7 - PROGRESS: at 1.89% examples, 654947 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:27,850 : INFO : EPOCH 7 - PROGRESS: at 2.22% examples, 656741 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:28,851 : INFO : EPOCH 7 - PROGRESS: at 2.53% examples, 657463 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:29,858 : INFO : EPOCH 7 - PROGRESS: at 2.86% examples, 656255 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:30,862 : INFO : EPOCH 7 - PROGRESS: at 3.18% examples, 655944 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:31,873 : INFO : EPOCH 7 - PROGRESS: at 3.51% examples, 656244 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:32,882 : INFO : EPOCH 7 - PROGRESS: at 3.80% examples, 657464 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:33,895 : INFO : EPOCH 7 - PROGRESS: at 4.11% examples, 657365 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:34,913 : INFO : EPOCH 7 - PROGRESS: at 4.43% examples, 657604 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:35,913 : INFO : EPOCH 7 - PROGRESS: at 4.75% examples, 657527 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:55:36,942 : INFO : EPOCH 7 - PROGRESS: at 5.06% examples, 657339 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:55:37,943 : INFO : EPOCH 7 - PROGRESS: at 5.38% examples, 657641 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:38,947 : INFO : EPOCH 7 - PROGRESS: at 5.70% examples, 657186 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:55:39,952 : INFO : EPOCH 7 - PROGRESS: at 6.02% examples, 655350 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:40,956 : INFO : EPOCH 7 - PROGRESS: at 6.32% examples, 654188 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:55:41,958 : INFO : EPOCH 7 - PROGRESS: at 6.62% examples, 653232 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:42,959 : INFO : EPOCH 7 - PROGRESS: at 6.94% examples, 651924 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:43,962 : INFO : EPOCH 7 - PROGRESS: at 7.24% examples, 648581 words/s, in_qsize 8, out_qsize 1
2020-07-24 20:55:44,989 : INFO : EPOCH 7 - PROGRESS: at 7.53% examples, 646626 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:45,994 : INFO : EPOCH 7 - PROGRESS: at 7.88% examples, 647994 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:47,013 : INFO : EPOCH 7 - PROGRESS: at 8.24% examples, 650964 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:48,017 : INFO : EPOCH 7 - PROGRESS: at 8.61% examples, 654283 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:49,017 : INFO : EPOCH 7 - PROGRESS: at 8.95% examples, 657139 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:55:50,024 : INFO : EPOCH 7 - PROGRESS: at 9.30% examples, 659371 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:51,024 : INFO : EPOCH 7 - PROGRESS: at 9.62% examples, 661617 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:52,030 : INFO : EPOCH 7 - PROGRESS: at 9.96% examples, 663876 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:53,033 : INFO : EPOCH 7 - PROGRESS: at 10.29% examples, 666133 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:54,041 : INFO : EPOCH 7 - PROGRESS: at 10.65% examples, 667748 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:55:55,056 : INFO : EPOCH 7 - PROGRESS: at 11.02% examples, 669568 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:56,065 : INFO : EPOCH 7 - PROGRESS: at 11.38% examples, 671272 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:57,067 : INFO : EPOCH 7 - PROGRESS: at 11.74% examples, 672588 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:58,074 : INFO : EPOCH 7 - PROGRESS: at 12.09% examples, 674092 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:55:59,074 : INFO : EPOCH 7 - PROGRESS: at 12.44% examples, 675619 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:00,077 : INFO : EPOCH 7 - PROGRESS: at 12.80% examples, 676826 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:56:01,079 : INFO : EPOCH 7 - PROGRESS: at 13.15% examples, 678305 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:02,081 : INFO : EPOCH 7 - PROGRESS: at 13.51% examples, 679292 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:56:03,091 : INFO : EPOCH 7 - PROGRESS: at 13.86% examples, 680236 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:04,102 : INFO : EPOCH 7 - PROGRESS: at 14.25% examples, 680988 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:05,119 : INFO : EPOCH 7 - PROGRESS: at 14.61% examples, 681831 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:06,130 : INFO : EPOCH 7 - PROGRESS: at 14.95% examples, 683061 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:56:07,153 : INFO : EPOCH 7 - PROGRESS: at 15.32% examples, 683996 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:08,153 : INFO : EPOCH 7 - PROGRESS: at 15.69% examples, 684834 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:09,161 : INFO : EPOCH 7 - PROGRESS: at 16.05% examples, 685744 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:10,163 : INFO : EPOCH 7 - PROGRESS: at 16.41% examples, 686691 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:11,167 : INFO : EPOCH 7 - PROGRESS: at 16.78% examples, 687560 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:12,170 : INFO : EPOCH 7 - PROGRESS: at 17.13% examples, 688170 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:13,183 : INFO : EPOCH 7 - PROGRESS: at 17.51% examples, 688828 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:14,190 : INFO : EPOCH 7 - PROGRESS: at 17.88% examples, 689636 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:15,204 : INFO : EPOCH 7 - PROGRESS: at 18.23% examples, 690303 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:16,215 : INFO : EPOCH 7 - PROGRESS: at 18.59% examples, 691123 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:56:17,226 : INFO : EPOCH 7 - PROGRESS: at 18.94% examples, 691736 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:18,241 : INFO : EPOCH 7 - PROGRESS: at 19.29% examples, 692262 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:19,264 : INFO : EPOCH 7 - PROGRESS: at 19.66% examples, 692812 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:20,267 : INFO : EPOCH 7 - PROGRESS: at 20.02% examples, 693548 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:21,267 : INFO : EPOCH 7 - PROGRESS: at 20.36% examples, 694210 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:22,281 : INFO : EPOCH 7 - PROGRESS: at 20.71% examples, 694744 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:23,282 : INFO : EPOCH 7 - PROGRESS: at 21.06% examples, 695132 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:24,291 : INFO : EPOCH 7 - PROGRESS: at 21.41% examples, 695873 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:25,307 : INFO : EPOCH 7 - PROGRESS: at 21.74% examples, 696290 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:56:26,328 : INFO : EPOCH 7 - PROGRESS: at 22.11% examples, 696709 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:27,339 : INFO : EPOCH 7 - PROGRESS: at 22.48% examples, 697233 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:28,348 : INFO : EPOCH 7 - PROGRESS: at 22.84% examples, 697789 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:29,353 : INFO : EPOCH 7 - PROGRESS: at 23.16% examples, 698321 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:56:30,367 : INFO : EPOCH 7 - PROGRESS: at 23.52% examples, 698800 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:31,371 : INFO : EPOCH 7 - PROGRESS: at 23.87% examples, 699268 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:32,371 : INFO : EPOCH 7 - PROGRESS: at 24.21% examples, 699612 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:33,373 : INFO : EPOCH 7 - PROGRESS: at 24.61% examples, 699880 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:34,379 : INFO : EPOCH 7 - PROGRESS: at 24.96% examples, 700237 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:56:35,385 : INFO : EPOCH 7 - PROGRESS: at 25.31% examples, 700653 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:56:36,388 : INFO : EPOCH 7 - PROGRESS: at 25.66% examples, 700998 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:37,395 : INFO : EPOCH 7 - PROGRESS: at 26.02% examples, 701274 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:38,399 : INFO : EPOCH 7 - PROGRESS: at 26.35% examples, 701582 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:39,407 : INFO : EPOCH 7 - PROGRESS: at 26.72% examples, 701886 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:40,411 : INFO : EPOCH 7 - PROGRESS: at 27.08% examples, 702237 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:56:41,426 : INFO : EPOCH 7 - PROGRESS: at 27.45% examples, 702430 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:42,429 : INFO : EPOCH 7 - PROGRESS: at 27.79% examples, 702916 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:43,437 : INFO : EPOCH 7 - PROGRESS: at 28.14% examples, 703132 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:44,442 : INFO : EPOCH 7 - PROGRESS: at 28.53% examples, 703428 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:45,444 : INFO : EPOCH 7 - PROGRESS: at 28.89% examples, 703703 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:46,448 : INFO : EPOCH 7 - PROGRESS: at 29.24% examples, 703860 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:47,453 : INFO : EPOCH 7 - PROGRESS: at 29.59% examples, 704191 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:48,453 : INFO : EPOCH 7 - PROGRESS: at 29.95% examples, 704626 words/s, in_qsize 6, out_qsize 0
2020-07-24 20:56:49,454 : INFO : EPOCH 7 - PROGRESS: at 30.30% examples, 704686 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:50,462 : INFO : EPOCH 7 - PROGRESS: at 30.67% examples, 705096 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:51,471 : INFO : EPOCH 7 - PROGRESS: at 31.05% examples, 705259 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:52,486 : INFO : EPOCH 7 - PROGRESS: at 31.39% examples, 705548 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:56:53,493 : INFO : EPOCH 7 - PROGRESS: at 31.73% examples, 705703 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:54,495 : INFO : EPOCH 7 - PROGRESS: at 32.11% examples, 705869 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:55,511 : INFO : EPOCH 7 - PROGRESS: at 32.50% examples, 706094 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:56,512 : INFO : EPOCH 7 - PROGRESS: at 32.87% examples, 706298 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:56:57,529 : INFO : EPOCH 7 - PROGRESS: at 33.26% examples, 706433 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:58,532 : INFO : EPOCH 7 - PROGRESS: at 33.58% examples, 706788 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:56:59,534 : INFO : EPOCH 7 - PROGRESS: at 33.92% examples, 706986 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:00,538 : INFO : EPOCH 7 - PROGRESS: at 34.29% examples, 707223 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:01,563 : INFO : EPOCH 7 - PROGRESS: at 34.67% examples, 707442 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:02,569 : INFO : EPOCH 7 - PROGRESS: at 35.02% examples, 707667 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:03,570 : INFO : EPOCH 7 - PROGRESS: at 35.37% examples, 707930 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:04,584 : INFO : EPOCH 7 - PROGRESS: at 35.72% examples, 708053 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:05,587 : INFO : EPOCH 7 - PROGRESS: at 36.09% examples, 708147 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:06,597 : INFO : EPOCH 7 - PROGRESS: at 36.45% examples, 708353 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:07,617 : INFO : EPOCH 7 - PROGRESS: at 36.82% examples, 708469 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:08,618 : INFO : EPOCH 7 - PROGRESS: at 37.17% examples, 708769 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:09,619 : INFO : EPOCH 7 - PROGRESS: at 37.48% examples, 708984 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:10,625 : INFO : EPOCH 7 - PROGRESS: at 37.81% examples, 709162 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:11,634 : INFO : EPOCH 7 - PROGRESS: at 38.15% examples, 709283 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:12,644 : INFO : EPOCH 7 - PROGRESS: at 38.53% examples, 709440 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:13,645 : INFO : EPOCH 7 - PROGRESS: at 38.89% examples, 709656 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:14,650 : INFO : EPOCH 7 - PROGRESS: at 39.24% examples, 709717 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:15,654 : INFO : EPOCH 7 - PROGRESS: at 39.57% examples, 709914 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:16,655 : INFO : EPOCH 7 - PROGRESS: at 39.93% examples, 710082 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:17,667 : INFO : EPOCH 7 - PROGRESS: at 40.28% examples, 710222 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:18,675 : INFO : EPOCH 7 - PROGRESS: at 40.61% examples, 710438 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:19,681 : INFO : EPOCH 7 - PROGRESS: at 40.93% examples, 710656 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:20,688 : INFO : EPOCH 7 - PROGRESS: at 41.29% examples, 710810 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:21,690 : INFO : EPOCH 7 - PROGRESS: at 41.63% examples, 710916 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:22,698 : INFO : EPOCH 7 - PROGRESS: at 41.98% examples, 711031 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:23,712 : INFO : EPOCH 7 - PROGRESS: at 42.34% examples, 711167 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:24,730 : INFO : EPOCH 7 - PROGRESS: at 42.69% examples, 711327 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:25,745 : INFO : EPOCH 7 - PROGRESS: at 43.03% examples, 711405 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:26,748 : INFO : EPOCH 7 - PROGRESS: at 43.39% examples, 711455 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:57:27,748 : INFO : EPOCH 7 - PROGRESS: at 43.72% examples, 711587 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:28,749 : INFO : EPOCH 7 - PROGRESS: at 44.08% examples, 711695 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:29,753 : INFO : EPOCH 7 - PROGRESS: at 44.44% examples, 711749 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:30,754 : INFO : EPOCH 7 - PROGRESS: at 44.81% examples, 711878 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:31,755 : INFO : EPOCH 7 - PROGRESS: at 45.15% examples, 712072 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:32,759 : INFO : EPOCH 7 - PROGRESS: at 45.52% examples, 712112 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:33,760 : INFO : EPOCH 7 - PROGRESS: at 45.88% examples, 712205 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:34,773 : INFO : EPOCH 7 - PROGRESS: at 46.20% examples, 711781 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:35,781 : INFO : EPOCH 7 - PROGRESS: at 46.52% examples, 711500 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:36,788 : INFO : EPOCH 7 - PROGRESS: at 46.83% examples, 711099 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:37,798 : INFO : EPOCH 7 - PROGRESS: at 47.14% examples, 710694 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:38,811 : INFO : EPOCH 7 - PROGRESS: at 47.45% examples, 710311 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:39,817 : INFO : EPOCH 7 - PROGRESS: at 47.77% examples, 710018 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:40,823 : INFO : EPOCH 7 - PROGRESS: at 48.10% examples, 709632 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:41,844 : INFO : EPOCH 7 - PROGRESS: at 48.42% examples, 709285 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:42,845 : INFO : EPOCH 7 - PROGRESS: at 48.73% examples, 709023 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:43,860 : INFO : EPOCH 7 - PROGRESS: at 49.06% examples, 708694 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:44,862 : INFO : EPOCH 7 - PROGRESS: at 49.39% examples, 708355 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:45,865 : INFO : EPOCH 7 - PROGRESS: at 49.73% examples, 707971 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:46,866 : INFO : EPOCH 7 - PROGRESS: at 50.04% examples, 707599 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:47,878 : INFO : EPOCH 7 - PROGRESS: at 50.37% examples, 707280 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:48,878 : INFO : EPOCH 7 - PROGRESS: at 50.67% examples, 707084 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:49,879 : INFO : EPOCH 7 - PROGRESS: at 50.98% examples, 706745 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:50,892 : INFO : EPOCH 7 - PROGRESS: at 51.31% examples, 706424 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:51,892 : INFO : EPOCH 7 - PROGRESS: at 51.65% examples, 706171 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:52,909 : INFO : EPOCH 7 - PROGRESS: at 51.98% examples, 705825 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:57:53,917 : INFO : EPOCH 7 - PROGRESS: at 52.30% examples, 705566 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:54,921 : INFO : EPOCH 7 - PROGRESS: at 52.63% examples, 705278 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:55,943 : INFO : EPOCH 7 - PROGRESS: at 52.95% examples, 704962 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:56,947 : INFO : EPOCH 7 - PROGRESS: at 53.26% examples, 704727 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:57,962 : INFO : EPOCH 7 - PROGRESS: at 53.60% examples, 704397 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:58,973 : INFO : EPOCH 7 - PROGRESS: at 53.91% examples, 704117 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:57:59,974 : INFO : EPOCH 7 - PROGRESS: at 54.26% examples, 703787 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:00,997 : INFO : EPOCH 7 - PROGRESS: at 54.59% examples, 703453 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:01,998 : INFO : EPOCH 7 - PROGRESS: at 54.92% examples, 703155 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:03,000 : INFO : EPOCH 7 - PROGRESS: at 55.25% examples, 702923 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:04,010 : INFO : EPOCH 7 - PROGRESS: at 55.57% examples, 702596 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:05,029 : INFO : EPOCH 7 - PROGRESS: at 55.91% examples, 702302 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:58:06,032 : INFO : EPOCH 7 - PROGRESS: at 56.25% examples, 702022 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:07,034 : INFO : EPOCH 7 - PROGRESS: at 56.60% examples, 701782 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:08,039 : INFO : EPOCH 7 - PROGRESS: at 56.89% examples, 701567 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:09,047 : INFO : EPOCH 7 - PROGRESS: at 57.22% examples, 701323 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:10,050 : INFO : EPOCH 7 - PROGRESS: at 57.54% examples, 701036 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:11,059 : INFO : EPOCH 7 - PROGRESS: at 57.85% examples, 700821 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:12,065 : INFO : EPOCH 7 - PROGRESS: at 58.17% examples, 700644 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:13,082 : INFO : EPOCH 7 - PROGRESS: at 58.51% examples, 700314 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:58:14,091 : INFO : EPOCH 7 - PROGRESS: at 58.84% examples, 700113 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:15,095 : INFO : EPOCH 7 - PROGRESS: at 59.16% examples, 699892 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:58:16,105 : INFO : EPOCH 7 - PROGRESS: at 59.46% examples, 699633 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:17,106 : INFO : EPOCH 7 - PROGRESS: at 59.79% examples, 699442 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:18,113 : INFO : EPOCH 7 - PROGRESS: at 60.11% examples, 699231 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:19,117 : INFO : EPOCH 7 - PROGRESS: at 60.42% examples, 698983 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:20,125 : INFO : EPOCH 7 - PROGRESS: at 60.75% examples, 698583 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:21,136 : INFO : EPOCH 7 - PROGRESS: at 61.08% examples, 698141 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:22,138 : INFO : EPOCH 7 - PROGRESS: at 61.37% examples, 697812 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:23,140 : INFO : EPOCH 7 - PROGRESS: at 61.66% examples, 697426 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:24,142 : INFO : EPOCH 7 - PROGRESS: at 61.93% examples, 696706 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:25,149 : INFO : EPOCH 7 - PROGRESS: at 62.24% examples, 696160 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:26,154 : INFO : EPOCH 7 - PROGRESS: at 62.59% examples, 696295 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:27,159 : INFO : EPOCH 7 - PROGRESS: at 62.95% examples, 696434 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:28,172 : INFO : EPOCH 7 - PROGRESS: at 63.30% examples, 696655 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:58:29,185 : INFO : EPOCH 7 - PROGRESS: at 63.64% examples, 696857 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:30,199 : INFO : EPOCH 7 - PROGRESS: at 63.99% examples, 697027 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:31,206 : INFO : EPOCH 7 - PROGRESS: at 64.36% examples, 697200 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:32,211 : INFO : EPOCH 7 - PROGRESS: at 64.71% examples, 697391 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:33,211 : INFO : EPOCH 7 - PROGRESS: at 65.06% examples, 697522 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:34,215 : INFO : EPOCH 7 - PROGRESS: at 65.43% examples, 697695 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:35,222 : INFO : EPOCH 7 - PROGRESS: at 65.77% examples, 697804 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:36,238 : INFO : EPOCH 7 - PROGRESS: at 66.13% examples, 697931 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:37,249 : INFO : EPOCH 7 - PROGRESS: at 66.48% examples, 698105 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:38,249 : INFO : EPOCH 7 - PROGRESS: at 66.83% examples, 698299 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:39,255 : INFO : EPOCH 7 - PROGRESS: at 67.19% examples, 698424 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:40,268 : INFO : EPOCH 7 - PROGRESS: at 67.53% examples, 698623 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:41,273 : INFO : EPOCH 7 - PROGRESS: at 67.89% examples, 698791 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:42,273 : INFO : EPOCH 7 - PROGRESS: at 68.24% examples, 698935 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:43,281 : INFO : EPOCH 7 - PROGRESS: at 68.56% examples, 699151 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:44,288 : INFO : EPOCH 7 - PROGRESS: at 68.92% examples, 699327 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:45,289 : INFO : EPOCH 7 - PROGRESS: at 69.29% examples, 699471 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:58:46,301 : INFO : EPOCH 7 - PROGRESS: at 69.62% examples, 699629 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:47,306 : INFO : EPOCH 7 - PROGRESS: at 69.99% examples, 699776 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:58:48,308 : INFO : EPOCH 7 - PROGRESS: at 70.32% examples, 699920 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:49,310 : INFO : EPOCH 7 - PROGRESS: at 70.67% examples, 700035 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:50,316 : INFO : EPOCH 7 - PROGRESS: at 70.99% examples, 700159 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:51,317 : INFO : EPOCH 7 - PROGRESS: at 71.37% examples, 700332 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:52,335 : INFO : EPOCH 7 - PROGRESS: at 71.74% examples, 700438 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:53,337 : INFO : EPOCH 7 - PROGRESS: at 72.10% examples, 700553 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:54,349 : INFO : EPOCH 7 - PROGRESS: at 72.47% examples, 700689 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:55,365 : INFO : EPOCH 7 - PROGRESS: at 72.81% examples, 700831 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:56,374 : INFO : EPOCH 7 - PROGRESS: at 73.16% examples, 700972 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:57,376 : INFO : EPOCH 7 - PROGRESS: at 73.51% examples, 701113 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:58,379 : INFO : EPOCH 7 - PROGRESS: at 73.82% examples, 701265 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:58:59,383 : INFO : EPOCH 7 - PROGRESS: at 74.15% examples, 701405 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:00,394 : INFO : EPOCH 7 - PROGRESS: at 74.51% examples, 701457 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:59:01,394 : INFO : EPOCH 7 - PROGRESS: at 74.85% examples, 701596 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:02,407 : INFO : EPOCH 7 - PROGRESS: at 75.20% examples, 701691 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:03,409 : INFO : EPOCH 7 - PROGRESS: at 75.54% examples, 701800 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:04,417 : INFO : EPOCH 7 - PROGRESS: at 75.89% examples, 701904 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:05,420 : INFO : EPOCH 7 - PROGRESS: at 76.27% examples, 702000 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:06,438 : INFO : EPOCH 7 - PROGRESS: at 76.63% examples, 702092 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:07,448 : INFO : EPOCH 7 - PROGRESS: at 76.98% examples, 702230 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:08,451 : INFO : EPOCH 7 - PROGRESS: at 77.34% examples, 702328 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:09,463 : INFO : EPOCH 7 - PROGRESS: at 77.69% examples, 702492 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:10,467 : INFO : EPOCH 7 - PROGRESS: at 78.06% examples, 702581 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:11,478 : INFO : EPOCH 7 - PROGRESS: at 78.42% examples, 702665 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:12,482 : INFO : EPOCH 7 - PROGRESS: at 78.77% examples, 702824 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:13,485 : INFO : EPOCH 7 - PROGRESS: at 79.13% examples, 702908 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:14,485 : INFO : EPOCH 7 - PROGRESS: at 79.46% examples, 703005 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:15,495 : INFO : EPOCH 7 - PROGRESS: at 79.83% examples, 703151 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:16,508 : INFO : EPOCH 7 - PROGRESS: at 80.20% examples, 703229 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:17,510 : INFO : EPOCH 7 - PROGRESS: at 80.53% examples, 703339 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:18,513 : INFO : EPOCH 7 - PROGRESS: at 80.88% examples, 703432 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:19,529 : INFO : EPOCH 7 - PROGRESS: at 81.25% examples, 703529 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:20,547 : INFO : EPOCH 7 - PROGRESS: at 81.61% examples, 703614 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:21,558 : INFO : EPOCH 7 - PROGRESS: at 81.95% examples, 703739 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:22,562 : INFO : EPOCH 7 - PROGRESS: at 82.32% examples, 703812 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:59:23,563 : INFO : EPOCH 7 - PROGRESS: at 82.68% examples, 703917 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:24,567 : INFO : EPOCH 7 - PROGRESS: at 83.06% examples, 703994 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:59:25,574 : INFO : EPOCH 7 - PROGRESS: at 83.40% examples, 704096 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:26,580 : INFO : EPOCH 7 - PROGRESS: at 83.76% examples, 704164 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:27,590 : INFO : EPOCH 7 - PROGRESS: at 84.12% examples, 704255 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:28,592 : INFO : EPOCH 7 - PROGRESS: at 84.47% examples, 704343 words/s, in_qsize 6, out_qsize 1
2020-07-24 20:59:29,597 : INFO : EPOCH 7 - PROGRESS: at 84.80% examples, 704490 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:30,604 : INFO : EPOCH 7 - PROGRESS: at 85.16% examples, 704582 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:31,611 : INFO : EPOCH 7 - PROGRESS: at 85.51% examples, 704685 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:32,611 : INFO : EPOCH 7 - PROGRESS: at 85.85% examples, 704781 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:33,617 : INFO : EPOCH 7 - PROGRESS: at 86.21% examples, 704856 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:34,625 : INFO : EPOCH 7 - PROGRESS: at 86.59% examples, 704913 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:35,629 : INFO : EPOCH 7 - PROGRESS: at 86.97% examples, 704930 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:36,635 : INFO : EPOCH 7 - PROGRESS: at 87.29% examples, 705061 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:37,651 : INFO : EPOCH 7 - PROGRESS: at 87.66% examples, 705134 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:38,656 : INFO : EPOCH 7 - PROGRESS: at 88.02% examples, 705252 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:39,657 : INFO : EPOCH 7 - PROGRESS: at 88.35% examples, 705295 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:40,660 : INFO : EPOCH 7 - PROGRESS: at 88.72% examples, 705396 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:41,665 : INFO : EPOCH 7 - PROGRESS: at 89.07% examples, 705454 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:42,680 : INFO : EPOCH 7 - PROGRESS: at 89.42% examples, 705503 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:43,682 : INFO : EPOCH 7 - PROGRESS: at 89.78% examples, 705583 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:44,685 : INFO : EPOCH 7 - PROGRESS: at 90.15% examples, 705692 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:45,697 : INFO : EPOCH 7 - PROGRESS: at 90.49% examples, 705732 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:46,705 : INFO : EPOCH 7 - PROGRESS: at 90.86% examples, 705806 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:47,708 : INFO : EPOCH 7 - PROGRESS: at 91.21% examples, 705887 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:48,708 : INFO : EPOCH 7 - PROGRESS: at 91.55% examples, 705938 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:49,714 : INFO : EPOCH 7 - PROGRESS: at 91.92% examples, 705994 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:50,733 : INFO : EPOCH 7 - PROGRESS: at 92.27% examples, 706081 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:51,734 : INFO : EPOCH 7 - PROGRESS: at 92.60% examples, 706177 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:52,737 : INFO : EPOCH 7 - PROGRESS: at 92.95% examples, 706225 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:53,743 : INFO : EPOCH 7 - PROGRESS: at 93.29% examples, 706329 words/s, in_qsize 8, out_qsize 0
2020-07-24 20:59:54,745 : INFO : EPOCH 7 - PROGRESS: at 93.64% examples, 706417 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:55,755 : INFO : EPOCH 7 - PROGRESS: at 93.97% examples, 706507 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:56,757 : INFO : EPOCH 7 - PROGRESS: at 94.32% examples, 706580 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:57,760 : INFO : EPOCH 7 - PROGRESS: at 94.69% examples, 706600 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:58,763 : INFO : EPOCH 7 - PROGRESS: at 95.06% examples, 706661 words/s, in_qsize 7, out_qsize 0
2020-07-24 20:59:59,767 : INFO : EPOCH 7 - PROGRESS: at 95.42% examples, 706749 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:00,774 : INFO : EPOCH 7 - PROGRESS: at 95.81% examples, 706810 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:01,791 : INFO : EPOCH 7 - PROGRESS: at 96.14% examples, 706872 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:02,804 : INFO : EPOCH 7 - PROGRESS: at 96.51% examples, 706913 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:03,808 : INFO : EPOCH 7 - PROGRESS: at 96.86% examples, 706984 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:04,809 : INFO : EPOCH 7 - PROGRESS: at 97.21% examples, 707048 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:05,820 : INFO : EPOCH 7 - PROGRESS: at 97.56% examples, 707134 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:06,824 : INFO : EPOCH 7 - PROGRESS: at 97.89% examples, 707193 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:07,830 : INFO : EPOCH 7 - PROGRESS: at 98.21% examples, 707278 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:08,832 : INFO : EPOCH 7 - PROGRESS: at 98.55% examples, 707345 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:00:09,833 : INFO : EPOCH 7 - PROGRESS: at 98.91% examples, 707391 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:10,835 : INFO : EPOCH 7 - PROGRESS: at 99.27% examples, 707442 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:11,839 : INFO : EPOCH 7 - PROGRESS: at 99.61% examples, 707523 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:12,840 : INFO : EPOCH 7 - PROGRESS: at 99.97% examples, 707598 words/s, in_qsize 6, out_qsize 0
2020-07-24 21:00:12,875 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 21:00:12,889 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 21:00:12,892 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 21:00:12,898 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 21:00:12,899 : INFO : EPOCH - 7 : training on 266101604 raw words (206712932 effective words) took 292.1s, 707603 effective words/s
2020-07-24 21:00:13,919 : INFO : EPOCH 8 - PROGRESS: at 0.33% examples, 695752 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:14,925 : INFO : EPOCH 8 - PROGRESS: at 0.67% examples, 712720 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:15,928 : INFO : EPOCH 8 - PROGRESS: at 1.04% examples, 705265 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:00:16,937 : INFO : EPOCH 8 - PROGRESS: at 1.35% examples, 693337 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:17,948 : INFO : EPOCH 8 - PROGRESS: at 1.65% examples, 686677 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:18,958 : INFO : EPOCH 8 - PROGRESS: at 1.97% examples, 682307 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:19,968 : INFO : EPOCH 8 - PROGRESS: at 2.29% examples, 679478 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:20,974 : INFO : EPOCH 8 - PROGRESS: at 2.60% examples, 677013 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:00:22,000 : INFO : EPOCH 8 - PROGRESS: at 2.95% examples, 673487 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:00:23,003 : INFO : EPOCH 8 - PROGRESS: at 3.26% examples, 672252 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:24,012 : INFO : EPOCH 8 - PROGRESS: at 3.55% examples, 668177 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:00:25,027 : INFO : EPOCH 8 - PROGRESS: at 3.86% examples, 667658 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:26,029 : INFO : EPOCH 8 - PROGRESS: at 4.18% examples, 666487 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:27,039 : INFO : EPOCH 8 - PROGRESS: at 4.48% examples, 665640 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:28,044 : INFO : EPOCH 8 - PROGRESS: at 4.79% examples, 664788 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:29,052 : INFO : EPOCH 8 - PROGRESS: at 5.11% examples, 664457 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:30,058 : INFO : EPOCH 8 - PROGRESS: at 5.43% examples, 663900 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:31,061 : INFO : EPOCH 8 - PROGRESS: at 5.74% examples, 663662 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:32,073 : INFO : EPOCH 8 - PROGRESS: at 6.08% examples, 662831 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:33,077 : INFO : EPOCH 8 - PROGRESS: at 6.39% examples, 662649 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:34,089 : INFO : EPOCH 8 - PROGRESS: at 6.72% examples, 662304 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:35,090 : INFO : EPOCH 8 - PROGRESS: at 7.04% examples, 661832 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:36,092 : INFO : EPOCH 8 - PROGRESS: at 7.37% examples, 661284 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:37,093 : INFO : EPOCH 8 - PROGRESS: at 7.70% examples, 661384 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:38,113 : INFO : EPOCH 8 - PROGRESS: at 8.03% examples, 661064 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:39,119 : INFO : EPOCH 8 - PROGRESS: at 8.37% examples, 661013 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:40,119 : INFO : EPOCH 8 - PROGRESS: at 8.69% examples, 660878 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:41,122 : INFO : EPOCH 8 - PROGRESS: at 8.99% examples, 661045 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:42,127 : INFO : EPOCH 8 - PROGRESS: at 9.31% examples, 660858 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:43,144 : INFO : EPOCH 8 - PROGRESS: at 9.61% examples, 660771 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:00:44,148 : INFO : EPOCH 8 - PROGRESS: at 9.92% examples, 661119 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:00:45,151 : INFO : EPOCH 8 - PROGRESS: at 10.21% examples, 661281 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:46,159 : INFO : EPOCH 8 - PROGRESS: at 10.53% examples, 661536 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:47,175 : INFO : EPOCH 8 - PROGRESS: at 10.87% examples, 660997 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:48,190 : INFO : EPOCH 8 - PROGRESS: at 11.19% examples, 660915 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:49,199 : INFO : EPOCH 8 - PROGRESS: at 11.53% examples, 660682 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:50,206 : INFO : EPOCH 8 - PROGRESS: at 11.86% examples, 660455 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:51,208 : INFO : EPOCH 8 - PROGRESS: at 12.17% examples, 660577 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:52,211 : INFO : EPOCH 8 - PROGRESS: at 12.48% examples, 660591 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:53,217 : INFO : EPOCH 8 - PROGRESS: at 12.80% examples, 660357 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:54,218 : INFO : EPOCH 8 - PROGRESS: at 13.12% examples, 660235 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:55,220 : INFO : EPOCH 8 - PROGRESS: at 13.44% examples, 660065 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:56,222 : INFO : EPOCH 8 - PROGRESS: at 13.77% examples, 660035 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:57,226 : INFO : EPOCH 8 - PROGRESS: at 14.10% examples, 659775 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:00:58,235 : INFO : EPOCH 8 - PROGRESS: at 14.44% examples, 659700 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:00:59,264 : INFO : EPOCH 8 - PROGRESS: at 14.76% examples, 659250 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:00,268 : INFO : EPOCH 8 - PROGRESS: at 15.04% examples, 658508 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:01,281 : INFO : EPOCH 8 - PROGRESS: at 15.36% examples, 657715 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:01:02,305 : INFO : EPOCH 8 - PROGRESS: at 15.69% examples, 656915 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:03,305 : INFO : EPOCH 8 - PROGRESS: at 16.01% examples, 656504 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:04,316 : INFO : EPOCH 8 - PROGRESS: at 16.28% examples, 654332 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:05,327 : INFO : EPOCH 8 - PROGRESS: at 16.58% examples, 653618 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:01:06,335 : INFO : EPOCH 8 - PROGRESS: at 16.95% examples, 654953 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:07,344 : INFO : EPOCH 8 - PROGRESS: at 17.31% examples, 656444 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:01:08,347 : INFO : EPOCH 8 - PROGRESS: at 17.68% examples, 657472 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:09,358 : INFO : EPOCH 8 - PROGRESS: at 18.04% examples, 658667 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:10,364 : INFO : EPOCH 8 - PROGRESS: at 18.39% examples, 659872 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:11,368 : INFO : EPOCH 8 - PROGRESS: at 18.74% examples, 660995 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:12,378 : INFO : EPOCH 8 - PROGRESS: at 19.08% examples, 661787 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:13,381 : INFO : EPOCH 8 - PROGRESS: at 19.44% examples, 663029 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:14,385 : INFO : EPOCH 8 - PROGRESS: at 19.80% examples, 663870 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:01:15,386 : INFO : EPOCH 8 - PROGRESS: at 20.16% examples, 665200 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:16,390 : INFO : EPOCH 8 - PROGRESS: at 20.49% examples, 666016 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:17,396 : INFO : EPOCH 8 - PROGRESS: at 20.85% examples, 667031 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:18,397 : INFO : EPOCH 8 - PROGRESS: at 21.19% examples, 667896 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:19,406 : INFO : EPOCH 8 - PROGRESS: at 21.53% examples, 668874 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:20,418 : INFO : EPOCH 8 - PROGRESS: at 21.88% examples, 669777 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:21,425 : INFO : EPOCH 8 - PROGRESS: at 22.25% examples, 670533 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:22,426 : INFO : EPOCH 8 - PROGRESS: at 22.60% examples, 671497 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:23,442 : INFO : EPOCH 8 - PROGRESS: at 22.95% examples, 672278 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:24,471 : INFO : EPOCH 8 - PROGRESS: at 23.29% examples, 673084 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:25,474 : INFO : EPOCH 8 - PROGRESS: at 23.65% examples, 673766 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:26,488 : INFO : EPOCH 8 - PROGRESS: at 23.99% examples, 674386 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:27,499 : INFO : EPOCH 8 - PROGRESS: at 24.36% examples, 674976 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:28,516 : INFO : EPOCH 8 - PROGRESS: at 24.74% examples, 675509 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:29,531 : INFO : EPOCH 8 - PROGRESS: at 25.09% examples, 676202 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:30,538 : INFO : EPOCH 8 - PROGRESS: at 25.44% examples, 676879 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:31,544 : INFO : EPOCH 8 - PROGRESS: at 25.78% examples, 677388 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:32,552 : INFO : EPOCH 8 - PROGRESS: at 26.15% examples, 678046 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:33,557 : INFO : EPOCH 8 - PROGRESS: at 26.49% examples, 678594 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:34,558 : INFO : EPOCH 8 - PROGRESS: at 26.84% examples, 679140 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:35,558 : INFO : EPOCH 8 - PROGRESS: at 27.20% examples, 679668 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:36,570 : INFO : EPOCH 8 - PROGRESS: at 27.55% examples, 680143 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:37,579 : INFO : EPOCH 8 - PROGRESS: at 27.91% examples, 680665 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:38,582 : INFO : EPOCH 8 - PROGRESS: at 28.26% examples, 681214 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:39,583 : INFO : EPOCH 8 - PROGRESS: at 28.61% examples, 681712 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:40,583 : INFO : EPOCH 8 - PROGRESS: at 29.00% examples, 682095 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:41,585 : INFO : EPOCH 8 - PROGRESS: at 29.35% examples, 682595 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:42,585 : INFO : EPOCH 8 - PROGRESS: at 29.70% examples, 683219 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:43,603 : INFO : EPOCH 8 - PROGRESS: at 30.07% examples, 683594 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:44,625 : INFO : EPOCH 8 - PROGRESS: at 30.43% examples, 684029 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:45,646 : INFO : EPOCH 8 - PROGRESS: at 30.81% examples, 684476 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:46,654 : INFO : EPOCH 8 - PROGRESS: at 31.14% examples, 685102 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:47,663 : INFO : EPOCH 8 - PROGRESS: at 31.49% examples, 685530 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:48,667 : INFO : EPOCH 8 - PROGRESS: at 31.85% examples, 685824 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:49,675 : INFO : EPOCH 8 - PROGRESS: at 32.23% examples, 686190 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:50,692 : INFO : EPOCH 8 - PROGRESS: at 32.60% examples, 686586 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:51,697 : INFO : EPOCH 8 - PROGRESS: at 32.99% examples, 686912 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:52,707 : INFO : EPOCH 8 - PROGRESS: at 33.35% examples, 687292 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:53,714 : INFO : EPOCH 8 - PROGRESS: at 33.68% examples, 687701 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:54,717 : INFO : EPOCH 8 - PROGRESS: at 34.04% examples, 688064 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:55,726 : INFO : EPOCH 8 - PROGRESS: at 34.39% examples, 688472 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:01:56,727 : INFO : EPOCH 8 - PROGRESS: at 34.78% examples, 688851 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:57,752 : INFO : EPOCH 8 - PROGRESS: at 35.11% examples, 689191 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:58,753 : INFO : EPOCH 8 - PROGRESS: at 35.47% examples, 689588 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:01:59,763 : INFO : EPOCH 8 - PROGRESS: at 35.82% examples, 689855 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:00,767 : INFO : EPOCH 8 - PROGRESS: at 36.20% examples, 690104 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:01,772 : INFO : EPOCH 8 - PROGRESS: at 36.56% examples, 690413 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:02:02,773 : INFO : EPOCH 8 - PROGRESS: at 36.92% examples, 690747 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:03,782 : INFO : EPOCH 8 - PROGRESS: at 37.24% examples, 691037 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:04,784 : INFO : EPOCH 8 - PROGRESS: at 37.56% examples, 691475 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:05,789 : INFO : EPOCH 8 - PROGRESS: at 37.89% examples, 691792 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:06,792 : INFO : EPOCH 8 - PROGRESS: at 38.25% examples, 692061 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:07,795 : INFO : EPOCH 8 - PROGRESS: at 38.62% examples, 692329 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:08,799 : INFO : EPOCH 8 - PROGRESS: at 38.97% examples, 692551 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:09,804 : INFO : EPOCH 8 - PROGRESS: at 39.31% examples, 692917 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:10,814 : INFO : EPOCH 8 - PROGRESS: at 39.65% examples, 693148 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:11,816 : INFO : EPOCH 8 - PROGRESS: at 40.01% examples, 693354 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:12,831 : INFO : EPOCH 8 - PROGRESS: at 40.35% examples, 693637 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:13,848 : INFO : EPOCH 8 - PROGRESS: at 40.68% examples, 693947 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:14,856 : INFO : EPOCH 8 - PROGRESS: at 41.01% examples, 694252 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:15,864 : INFO : EPOCH 8 - PROGRESS: at 41.36% examples, 694492 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:02:16,871 : INFO : EPOCH 8 - PROGRESS: at 41.71% examples, 694789 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:17,885 : INFO : EPOCH 8 - PROGRESS: at 42.06% examples, 694994 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:18,899 : INFO : EPOCH 8 - PROGRESS: at 42.42% examples, 695279 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:19,901 : INFO : EPOCH 8 - PROGRESS: at 42.75% examples, 695540 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:20,905 : INFO : EPOCH 8 - PROGRESS: at 43.08% examples, 695772 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:21,920 : INFO : EPOCH 8 - PROGRESS: at 43.45% examples, 696019 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:22,934 : INFO : EPOCH 8 - PROGRESS: at 43.80% examples, 696223 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:23,943 : INFO : EPOCH 8 - PROGRESS: at 44.17% examples, 696409 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:24,945 : INFO : EPOCH 8 - PROGRESS: at 44.52% examples, 696621 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:25,945 : INFO : EPOCH 8 - PROGRESS: at 44.88% examples, 696819 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:26,948 : INFO : EPOCH 8 - PROGRESS: at 45.24% examples, 697045 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:27,965 : INFO : EPOCH 8 - PROGRESS: at 45.61% examples, 697206 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:28,990 : INFO : EPOCH 8 - PROGRESS: at 45.98% examples, 697383 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:29,993 : INFO : EPOCH 8 - PROGRESS: at 46.32% examples, 697668 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:30,996 : INFO : EPOCH 8 - PROGRESS: at 46.67% examples, 697936 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:32,010 : INFO : EPOCH 8 - PROGRESS: at 46.99% examples, 698157 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:33,016 : INFO : EPOCH 8 - PROGRESS: at 47.33% examples, 698324 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:34,024 : INFO : EPOCH 8 - PROGRESS: at 47.69% examples, 698570 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:35,026 : INFO : EPOCH 8 - PROGRESS: at 48.06% examples, 698678 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:36,045 : INFO : EPOCH 8 - PROGRESS: at 48.40% examples, 698937 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:02:37,053 : INFO : EPOCH 8 - PROGRESS: at 48.75% examples, 699202 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:38,055 : INFO : EPOCH 8 - PROGRESS: at 49.12% examples, 699400 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:39,068 : INFO : EPOCH 8 - PROGRESS: at 49.48% examples, 699594 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:40,082 : INFO : EPOCH 8 - PROGRESS: at 49.86% examples, 699707 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:41,088 : INFO : EPOCH 8 - PROGRESS: at 50.21% examples, 699922 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:42,096 : INFO : EPOCH 8 - PROGRESS: at 50.55% examples, 700062 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:43,101 : INFO : EPOCH 8 - PROGRESS: at 50.89% examples, 700247 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:44,105 : INFO : EPOCH 8 - PROGRESS: at 51.22% examples, 700414 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:45,120 : INFO : EPOCH 8 - PROGRESS: at 51.60% examples, 700446 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:46,141 : INFO : EPOCH 8 - PROGRESS: at 51.96% examples, 700643 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:47,145 : INFO : EPOCH 8 - PROGRESS: at 52.32% examples, 700855 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:48,148 : INFO : EPOCH 8 - PROGRESS: at 52.68% examples, 701041 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:49,154 : INFO : EPOCH 8 - PROGRESS: at 53.02% examples, 701215 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:02:50,155 : INFO : EPOCH 8 - PROGRESS: at 53.38% examples, 701375 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:02:51,157 : INFO : EPOCH 8 - PROGRESS: at 53.73% examples, 701479 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:52,160 : INFO : EPOCH 8 - PROGRESS: at 54.07% examples, 701613 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:53,164 : INFO : EPOCH 8 - PROGRESS: at 54.45% examples, 701688 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:54,170 : INFO : EPOCH 8 - PROGRESS: at 54.81% examples, 701793 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:55,177 : INFO : EPOCH 8 - PROGRESS: at 55.18% examples, 701943 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:56,186 : INFO : EPOCH 8 - PROGRESS: at 55.53% examples, 702067 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:02:57,186 : INFO : EPOCH 8 - PROGRESS: at 55.91% examples, 702217 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:02:58,192 : INFO : EPOCH 8 - PROGRESS: at 56.28% examples, 702322 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:02:59,193 : INFO : EPOCH 8 - PROGRESS: at 56.66% examples, 702455 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:00,204 : INFO : EPOCH 8 - PROGRESS: at 56.97% examples, 702594 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:01,215 : INFO : EPOCH 8 - PROGRESS: at 57.35% examples, 702721 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:02,223 : INFO : EPOCH 8 - PROGRESS: at 57.69% examples, 702776 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:03:03,240 : INFO : EPOCH 8 - PROGRESS: at 58.03% examples, 702960 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:04,261 : INFO : EPOCH 8 - PROGRESS: at 58.39% examples, 703076 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:05,269 : INFO : EPOCH 8 - PROGRESS: at 58.77% examples, 703181 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:06,287 : INFO : EPOCH 8 - PROGRESS: at 59.11% examples, 703247 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:07,307 : INFO : EPOCH 8 - PROGRESS: at 59.46% examples, 703393 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:08,310 : INFO : EPOCH 8 - PROGRESS: at 59.82% examples, 703533 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:09,311 : INFO : EPOCH 8 - PROGRESS: at 60.15% examples, 703672 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:10,316 : INFO : EPOCH 8 - PROGRESS: at 60.51% examples, 703818 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:11,317 : INFO : EPOCH 8 - PROGRESS: at 60.90% examples, 703837 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:12,327 : INFO : EPOCH 8 - PROGRESS: at 61.25% examples, 703964 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:13,339 : INFO : EPOCH 8 - PROGRESS: at 61.58% examples, 704099 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:14,341 : INFO : EPOCH 8 - PROGRESS: at 61.94% examples, 704255 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:15,351 : INFO : EPOCH 8 - PROGRESS: at 62.31% examples, 704309 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:16,361 : INFO : EPOCH 8 - PROGRESS: at 62.66% examples, 704390 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:17,368 : INFO : EPOCH 8 - PROGRESS: at 63.01% examples, 704506 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:18,369 : INFO : EPOCH 8 - PROGRESS: at 63.36% examples, 704655 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:19,384 : INFO : EPOCH 8 - PROGRESS: at 63.70% examples, 704755 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:20,396 : INFO : EPOCH 8 - PROGRESS: at 64.04% examples, 704903 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:21,402 : INFO : EPOCH 8 - PROGRESS: at 64.41% examples, 705002 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:22,404 : INFO : EPOCH 8 - PROGRESS: at 64.76% examples, 705079 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:23,411 : INFO : EPOCH 8 - PROGRESS: at 65.11% examples, 705208 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:24,413 : INFO : EPOCH 8 - PROGRESS: at 65.48% examples, 705350 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:25,415 : INFO : EPOCH 8 - PROGRESS: at 65.82% examples, 705418 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:26,422 : INFO : EPOCH 8 - PROGRESS: at 66.17% examples, 705503 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:27,437 : INFO : EPOCH 8 - PROGRESS: at 66.53% examples, 705592 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:28,441 : INFO : EPOCH 8 - PROGRESS: at 66.87% examples, 705744 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:29,449 : INFO : EPOCH 8 - PROGRESS: at 67.23% examples, 705802 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:30,450 : INFO : EPOCH 8 - PROGRESS: at 67.58% examples, 705969 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:03:31,459 : INFO : EPOCH 8 - PROGRESS: at 67.93% examples, 706081 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:32,461 : INFO : EPOCH 8 - PROGRESS: at 68.28% examples, 706201 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:33,465 : INFO : EPOCH 8 - PROGRESS: at 68.60% examples, 706351 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:34,479 : INFO : EPOCH 8 - PROGRESS: at 68.95% examples, 706405 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:35,491 : INFO : EPOCH 8 - PROGRESS: at 69.33% examples, 706533 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:03:36,493 : INFO : EPOCH 8 - PROGRESS: at 69.66% examples, 706706 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:37,496 : INFO : EPOCH 8 - PROGRESS: at 70.02% examples, 706794 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:38,501 : INFO : EPOCH 8 - PROGRESS: at 70.34% examples, 706897 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:39,514 : INFO : EPOCH 8 - PROGRESS: at 70.68% examples, 706691 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:40,521 : INFO : EPOCH 8 - PROGRESS: at 70.95% examples, 706321 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:41,528 : INFO : EPOCH 8 - PROGRESS: at 71.28% examples, 705910 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:42,541 : INFO : EPOCH 8 - PROGRESS: at 71.60% examples, 705507 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:43,583 : INFO : EPOCH 8 - PROGRESS: at 71.91% examples, 705073 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:44,585 : INFO : EPOCH 8 - PROGRESS: at 72.17% examples, 704313 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:45,586 : INFO : EPOCH 8 - PROGRESS: at 72.50% examples, 704018 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:46,592 : INFO : EPOCH 8 - PROGRESS: at 72.84% examples, 704111 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:47,597 : INFO : EPOCH 8 - PROGRESS: at 73.19% examples, 704211 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:03:48,605 : INFO : EPOCH 8 - PROGRESS: at 73.53% examples, 704364 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:49,615 : INFO : EPOCH 8 - PROGRESS: at 73.85% examples, 704531 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:50,616 : INFO : EPOCH 8 - PROGRESS: at 74.19% examples, 704676 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:51,624 : INFO : EPOCH 8 - PROGRESS: at 74.55% examples, 704755 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:52,636 : INFO : EPOCH 8 - PROGRESS: at 74.88% examples, 704860 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:53,642 : INFO : EPOCH 8 - PROGRESS: at 75.25% examples, 704961 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:54,645 : INFO : EPOCH 8 - PROGRESS: at 75.59% examples, 705043 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:55,649 : INFO : EPOCH 8 - PROGRESS: at 75.94% examples, 705161 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:56,657 : INFO : EPOCH 8 - PROGRESS: at 76.32% examples, 705202 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:57,671 : INFO : EPOCH 8 - PROGRESS: at 76.66% examples, 705310 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:58,680 : INFO : EPOCH 8 - PROGRESS: at 77.02% examples, 705368 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:03:59,690 : INFO : EPOCH 8 - PROGRESS: at 77.38% examples, 705461 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:00,693 : INFO : EPOCH 8 - PROGRESS: at 77.72% examples, 705588 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:01,695 : INFO : EPOCH 8 - PROGRESS: at 78.09% examples, 705693 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:02,696 : INFO : EPOCH 8 - PROGRESS: at 78.44% examples, 705747 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:03,705 : INFO : EPOCH 8 - PROGRESS: at 78.80% examples, 705859 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:04,705 : INFO : EPOCH 8 - PROGRESS: at 79.15% examples, 705914 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:05,706 : INFO : EPOCH 8 - PROGRESS: at 79.49% examples, 706050 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:06,714 : INFO : EPOCH 8 - PROGRESS: at 79.85% examples, 706089 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:07,718 : INFO : EPOCH 8 - PROGRESS: at 80.22% examples, 706168 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:08,728 : INFO : EPOCH 8 - PROGRESS: at 80.55% examples, 706254 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:09,753 : INFO : EPOCH 8 - PROGRESS: at 80.91% examples, 706329 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:04:10,757 : INFO : EPOCH 8 - PROGRESS: at 81.28% examples, 706402 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:11,766 : INFO : EPOCH 8 - PROGRESS: at 81.63% examples, 706470 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:12,774 : INFO : EPOCH 8 - PROGRESS: at 81.96% examples, 706587 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:13,779 : INFO : EPOCH 8 - PROGRESS: at 82.34% examples, 706657 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:14,782 : INFO : EPOCH 8 - PROGRESS: at 82.70% examples, 706706 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:15,795 : INFO : EPOCH 8 - PROGRESS: at 83.08% examples, 706728 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:16,817 : INFO : EPOCH 8 - PROGRESS: at 83.42% examples, 706810 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:17,819 : INFO : EPOCH 8 - PROGRESS: at 83.79% examples, 706912 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:18,825 : INFO : EPOCH 8 - PROGRESS: at 84.13% examples, 706941 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:19,834 : INFO : EPOCH 8 - PROGRESS: at 84.48% examples, 707020 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:20,842 : INFO : EPOCH 8 - PROGRESS: at 84.81% examples, 707098 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:21,850 : INFO : EPOCH 8 - PROGRESS: at 85.17% examples, 707176 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:22,854 : INFO : EPOCH 8 - PROGRESS: at 85.52% examples, 707274 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:23,855 : INFO : EPOCH 8 - PROGRESS: at 85.86% examples, 707361 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:24,856 : INFO : EPOCH 8 - PROGRESS: at 86.21% examples, 707415 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:25,856 : INFO : EPOCH 8 - PROGRESS: at 86.60% examples, 707481 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:04:26,864 : INFO : EPOCH 8 - PROGRESS: at 86.97% examples, 707502 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:27,865 : INFO : EPOCH 8 - PROGRESS: at 87.29% examples, 707584 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:28,867 : INFO : EPOCH 8 - PROGRESS: at 87.66% examples, 707674 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:04:29,868 : INFO : EPOCH 8 - PROGRESS: at 88.02% examples, 707775 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:30,873 : INFO : EPOCH 8 - PROGRESS: at 88.35% examples, 707826 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:31,874 : INFO : EPOCH 8 - PROGRESS: at 88.72% examples, 707897 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:32,883 : INFO : EPOCH 8 - PROGRESS: at 89.07% examples, 707942 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:33,889 : INFO : EPOCH 8 - PROGRESS: at 89.42% examples, 708029 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:34,895 : INFO : EPOCH 8 - PROGRESS: at 89.78% examples, 708086 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:35,908 : INFO : EPOCH 8 - PROGRESS: at 90.15% examples, 708161 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:36,914 : INFO : EPOCH 8 - PROGRESS: at 90.49% examples, 708207 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:37,923 : INFO : EPOCH 8 - PROGRESS: at 90.86% examples, 708266 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:38,931 : INFO : EPOCH 8 - PROGRESS: at 91.21% examples, 708324 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:39,936 : INFO : EPOCH 8 - PROGRESS: at 91.55% examples, 708420 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:40,936 : INFO : EPOCH 8 - PROGRESS: at 91.92% examples, 708447 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:41,953 : INFO : EPOCH 8 - PROGRESS: at 92.27% examples, 708505 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:42,954 : INFO : EPOCH 8 - PROGRESS: at 92.59% examples, 708561 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:43,968 : INFO : EPOCH 8 - PROGRESS: at 92.96% examples, 708624 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:44,980 : INFO : EPOCH 8 - PROGRESS: at 93.30% examples, 708737 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:45,982 : INFO : EPOCH 8 - PROGRESS: at 93.64% examples, 708809 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:46,987 : INFO : EPOCH 8 - PROGRESS: at 93.97% examples, 708881 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:47,992 : INFO : EPOCH 8 - PROGRESS: at 94.33% examples, 708937 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:48,994 : INFO : EPOCH 8 - PROGRESS: at 94.70% examples, 708977 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:49,999 : INFO : EPOCH 8 - PROGRESS: at 95.07% examples, 709023 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:51,009 : INFO : EPOCH 8 - PROGRESS: at 95.43% examples, 709058 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:52,010 : INFO : EPOCH 8 - PROGRESS: at 95.81% examples, 709132 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:53,019 : INFO : EPOCH 8 - PROGRESS: at 96.15% examples, 709204 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:54,030 : INFO : EPOCH 8 - PROGRESS: at 96.52% examples, 709274 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:55,032 : INFO : EPOCH 8 - PROGRESS: at 96.87% examples, 709338 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:56,038 : INFO : EPOCH 8 - PROGRESS: at 97.21% examples, 709410 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:57,044 : INFO : EPOCH 8 - PROGRESS: at 97.57% examples, 709467 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:58,045 : INFO : EPOCH 8 - PROGRESS: at 97.90% examples, 709540 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:04:59,055 : INFO : EPOCH 8 - PROGRESS: at 98.21% examples, 709576 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:05:00,058 : INFO : EPOCH 8 - PROGRESS: at 98.56% examples, 709657 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:01,060 : INFO : EPOCH 8 - PROGRESS: at 98.92% examples, 709683 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:02,067 : INFO : EPOCH 8 - PROGRESS: at 99.27% examples, 709698 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:05:03,069 : INFO : EPOCH 8 - PROGRESS: at 99.61% examples, 709774 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:04,069 : INFO : EPOCH 8 - PROGRESS: at 99.97% examples, 709816 words/s, in_qsize 6, out_qsize 0
2020-07-24 21:05:04,112 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 21:05:04,116 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 21:05:04,125 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 21:05:04,134 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 21:05:04,135 : INFO : EPOCH - 8 : training on 266101604 raw words (206719183 effective words) took 291.2s, 709805 effective words/s
2020-07-24 21:05:05,140 : INFO : EPOCH 9 - PROGRESS: at 0.33% examples, 707240 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:06,150 : INFO : EPOCH 9 - PROGRESS: at 0.67% examples, 716814 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:07,150 : INFO : EPOCH 9 - PROGRESS: at 1.05% examples, 725168 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:05:08,157 : INFO : EPOCH 9 - PROGRESS: at 1.40% examples, 722761 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:09,158 : INFO : EPOCH 9 - PROGRESS: at 1.73% examples, 723300 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:10,168 : INFO : EPOCH 9 - PROGRESS: at 2.06% examples, 715537 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:05:11,177 : INFO : EPOCH 9 - PROGRESS: at 2.36% examples, 707744 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:12,181 : INFO : EPOCH 9 - PROGRESS: at 2.71% examples, 701150 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:13,190 : INFO : EPOCH 9 - PROGRESS: at 3.04% examples, 696211 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:14,199 : INFO : EPOCH 9 - PROGRESS: at 3.35% examples, 691830 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:15,218 : INFO : EPOCH 9 - PROGRESS: at 3.65% examples, 689206 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:16,220 : INFO : EPOCH 9 - PROGRESS: at 3.95% examples, 687132 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:17,225 : INFO : EPOCH 9 - PROGRESS: at 4.28% examples, 684477 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:18,232 : INFO : EPOCH 9 - PROGRESS: at 4.58% examples, 682690 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:19,236 : INFO : EPOCH 9 - PROGRESS: at 4.89% examples, 681020 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:20,257 : INFO : EPOCH 9 - PROGRESS: at 5.21% examples, 679534 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:21,269 : INFO : EPOCH 9 - PROGRESS: at 5.55% examples, 678427 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:22,277 : INFO : EPOCH 9 - PROGRESS: at 5.88% examples, 677491 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:23,283 : INFO : EPOCH 9 - PROGRESS: at 6.20% examples, 676946 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:24,288 : INFO : EPOCH 9 - PROGRESS: at 6.52% examples, 676192 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:25,297 : INFO : EPOCH 9 - PROGRESS: at 6.84% examples, 674898 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:26,307 : INFO : EPOCH 9 - PROGRESS: at 7.17% examples, 673823 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:27,328 : INFO : EPOCH 9 - PROGRESS: at 7.51% examples, 673406 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:05:28,338 : INFO : EPOCH 9 - PROGRESS: at 7.84% examples, 672871 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:29,342 : INFO : EPOCH 9 - PROGRESS: at 8.16% examples, 672117 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:30,358 : INFO : EPOCH 9 - PROGRESS: at 8.52% examples, 671555 words/s, in_qsize 6, out_qsize 2
2020-07-24 21:05:31,372 : INFO : EPOCH 9 - PROGRESS: at 8.81% examples, 671251 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:32,377 : INFO : EPOCH 9 - PROGRESS: at 9.13% examples, 671027 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:33,382 : INFO : EPOCH 9 - PROGRESS: at 9.44% examples, 670561 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:34,383 : INFO : EPOCH 9 - PROGRESS: at 9.74% examples, 670562 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:05:35,387 : INFO : EPOCH 9 - PROGRESS: at 10.04% examples, 670624 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:36,393 : INFO : EPOCH 9 - PROGRESS: at 10.35% examples, 670256 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:37,396 : INFO : EPOCH 9 - PROGRESS: at 10.69% examples, 670171 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:05:38,399 : INFO : EPOCH 9 - PROGRESS: at 11.02% examples, 669897 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:39,422 : INFO : EPOCH 9 - PROGRESS: at 11.35% examples, 669488 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:05:40,424 : INFO : EPOCH 9 - PROGRESS: at 11.66% examples, 669311 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:41,426 : INFO : EPOCH 9 - PROGRESS: at 12.02% examples, 668963 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:42,441 : INFO : EPOCH 9 - PROGRESS: at 12.31% examples, 668838 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:05:43,447 : INFO : EPOCH 9 - PROGRESS: at 12.64% examples, 668446 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:05:44,448 : INFO : EPOCH 9 - PROGRESS: at 12.96% examples, 668344 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:45,460 : INFO : EPOCH 9 - PROGRESS: at 13.28% examples, 668113 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:46,468 : INFO : EPOCH 9 - PROGRESS: at 13.61% examples, 667804 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:47,480 : INFO : EPOCH 9 - PROGRESS: at 13.94% examples, 667469 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:48,481 : INFO : EPOCH 9 - PROGRESS: at 14.28% examples, 667231 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:49,491 : INFO : EPOCH 9 - PROGRESS: at 14.61% examples, 666782 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:50,508 : INFO : EPOCH 9 - PROGRESS: at 14.92% examples, 666766 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:51,523 : INFO : EPOCH 9 - PROGRESS: at 15.25% examples, 666768 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:05:52,526 : INFO : EPOCH 9 - PROGRESS: at 15.60% examples, 666600 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:53,546 : INFO : EPOCH 9 - PROGRESS: at 15.92% examples, 666268 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:54,564 : INFO : EPOCH 9 - PROGRESS: at 16.26% examples, 666128 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:55,583 : INFO : EPOCH 9 - PROGRESS: at 16.58% examples, 666059 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:56,597 : INFO : EPOCH 9 - PROGRESS: at 16.91% examples, 665858 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:57,605 : INFO : EPOCH 9 - PROGRESS: at 17.23% examples, 665642 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:05:58,607 : INFO : EPOCH 9 - PROGRESS: at 17.58% examples, 665650 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:05:59,618 : INFO : EPOCH 9 - PROGRESS: at 17.91% examples, 665499 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:00,623 : INFO : EPOCH 9 - PROGRESS: at 18.24% examples, 665446 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:01,638 : INFO : EPOCH 9 - PROGRESS: at 18.56% examples, 665439 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:02,653 : INFO : EPOCH 9 - PROGRESS: at 18.89% examples, 665284 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:03,655 : INFO : EPOCH 9 - PROGRESS: at 19.19% examples, 665357 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:04,664 : INFO : EPOCH 9 - PROGRESS: at 19.53% examples, 665223 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:06:05,667 : INFO : EPOCH 9 - PROGRESS: at 19.85% examples, 665129 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:06:06,669 : INFO : EPOCH 9 - PROGRESS: at 20.17% examples, 665196 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:06:07,671 : INFO : EPOCH 9 - PROGRESS: at 20.48% examples, 665138 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:08,678 : INFO : EPOCH 9 - PROGRESS: at 20.81% examples, 665001 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:09,679 : INFO : EPOCH 9 - PROGRESS: at 21.13% examples, 665157 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:10,684 : INFO : EPOCH 9 - PROGRESS: at 21.44% examples, 665260 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:11,686 : INFO : EPOCH 9 - PROGRESS: at 21.74% examples, 665211 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:12,689 : INFO : EPOCH 9 - PROGRESS: at 22.07% examples, 665041 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:13,706 : INFO : EPOCH 9 - PROGRESS: at 22.40% examples, 665076 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:06:14,710 : INFO : EPOCH 9 - PROGRESS: at 22.73% examples, 665137 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:15,711 : INFO : EPOCH 9 - PROGRESS: at 23.02% examples, 665076 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:16,722 : INFO : EPOCH 9 - PROGRESS: at 23.34% examples, 665218 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:17,728 : INFO : EPOCH 9 - PROGRESS: at 23.67% examples, 665064 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:18,737 : INFO : EPOCH 9 - PROGRESS: at 23.99% examples, 665098 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:19,739 : INFO : EPOCH 9 - PROGRESS: at 24.31% examples, 664619 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:20,744 : INFO : EPOCH 9 - PROGRESS: at 24.63% examples, 663979 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:21,746 : INFO : EPOCH 9 - PROGRESS: at 24.93% examples, 663458 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:22,747 : INFO : EPOCH 9 - PROGRESS: at 25.24% examples, 663016 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:06:23,756 : INFO : EPOCH 9 - PROGRESS: at 25.52% examples, 662226 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:24,761 : INFO : EPOCH 9 - PROGRESS: at 25.80% examples, 661062 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:25,763 : INFO : EPOCH 9 - PROGRESS: at 26.13% examples, 661143 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:26,764 : INFO : EPOCH 9 - PROGRESS: at 26.48% examples, 662054 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:27,779 : INFO : EPOCH 9 - PROGRESS: at 26.83% examples, 662731 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:28,790 : INFO : EPOCH 9 - PROGRESS: at 27.20% examples, 663509 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:29,801 : INFO : EPOCH 9 - PROGRESS: at 27.55% examples, 664276 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:30,807 : INFO : EPOCH 9 - PROGRESS: at 27.91% examples, 664999 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:31,817 : INFO : EPOCH 9 - PROGRESS: at 28.26% examples, 665740 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:06:32,825 : INFO : EPOCH 9 - PROGRESS: at 28.63% examples, 666567 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:33,836 : INFO : EPOCH 9 - PROGRESS: at 29.02% examples, 667150 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:34,837 : INFO : EPOCH 9 - PROGRESS: at 29.37% examples, 667851 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:35,847 : INFO : EPOCH 9 - PROGRESS: at 29.72% examples, 668495 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:36,848 : INFO : EPOCH 9 - PROGRESS: at 30.08% examples, 669066 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:37,856 : INFO : EPOCH 9 - PROGRESS: at 30.45% examples, 669680 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:38,857 : INFO : EPOCH 9 - PROGRESS: at 30.81% examples, 670184 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:39,859 : INFO : EPOCH 9 - PROGRESS: at 31.12% examples, 670289 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:40,865 : INFO : EPOCH 9 - PROGRESS: at 31.44% examples, 670277 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:41,869 : INFO : EPOCH 9 - PROGRESS: at 31.76% examples, 670186 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:42,884 : INFO : EPOCH 9 - PROGRESS: at 32.11% examples, 670032 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:43,892 : INFO : EPOCH 9 - PROGRESS: at 32.45% examples, 669905 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:44,902 : INFO : EPOCH 9 - PROGRESS: at 32.80% examples, 669758 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:45,902 : INFO : EPOCH 9 - PROGRESS: at 33.14% examples, 669667 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:46,915 : INFO : EPOCH 9 - PROGRESS: at 33.45% examples, 669574 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:47,920 : INFO : EPOCH 9 - PROGRESS: at 33.76% examples, 669522 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:48,925 : INFO : EPOCH 9 - PROGRESS: at 34.09% examples, 669477 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:49,926 : INFO : EPOCH 9 - PROGRESS: at 34.42% examples, 669431 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:50,941 : INFO : EPOCH 9 - PROGRESS: at 34.76% examples, 669279 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:51,973 : INFO : EPOCH 9 - PROGRESS: at 35.08% examples, 669218 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:06:52,976 : INFO : EPOCH 9 - PROGRESS: at 35.39% examples, 669185 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:53,983 : INFO : EPOCH 9 - PROGRESS: at 35.72% examples, 669105 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:54,986 : INFO : EPOCH 9 - PROGRESS: at 36.05% examples, 669069 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:55,988 : INFO : EPOCH 9 - PROGRESS: at 36.38% examples, 669019 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:06:57,000 : INFO : EPOCH 9 - PROGRESS: at 36.71% examples, 668816 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:06:58,002 : INFO : EPOCH 9 - PROGRESS: at 37.03% examples, 668850 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:06:59,004 : INFO : EPOCH 9 - PROGRESS: at 37.33% examples, 668898 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:00,014 : INFO : EPOCH 9 - PROGRESS: at 37.62% examples, 668774 words/s, in_qsize 8, out_qsize 1
2020-07-24 21:07:01,027 : INFO : EPOCH 9 - PROGRESS: at 37.93% examples, 668734 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:02,035 : INFO : EPOCH 9 - PROGRESS: at 38.26% examples, 668715 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:03,035 : INFO : EPOCH 9 - PROGRESS: at 38.59% examples, 668616 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:04,047 : INFO : EPOCH 9 - PROGRESS: at 38.92% examples, 668619 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:05,051 : INFO : EPOCH 9 - PROGRESS: at 39.25% examples, 668545 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:06,053 : INFO : EPOCH 9 - PROGRESS: at 39.54% examples, 668488 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:07,066 : INFO : EPOCH 9 - PROGRESS: at 39.87% examples, 668448 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:08,067 : INFO : EPOCH 9 - PROGRESS: at 40.20% examples, 668437 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:09,068 : INFO : EPOCH 9 - PROGRESS: at 40.50% examples, 668367 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:10,079 : INFO : EPOCH 9 - PROGRESS: at 40.80% examples, 668392 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:11,088 : INFO : EPOCH 9 - PROGRESS: at 41.10% examples, 668344 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:12,101 : INFO : EPOCH 9 - PROGRESS: at 41.42% examples, 668286 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:13,116 : INFO : EPOCH 9 - PROGRESS: at 41.73% examples, 668262 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:14,122 : INFO : EPOCH 9 - PROGRESS: at 42.06% examples, 668119 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:15,130 : INFO : EPOCH 9 - PROGRESS: at 42.38% examples, 668115 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:16,132 : INFO : EPOCH 9 - PROGRESS: at 42.69% examples, 668124 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:17,149 : INFO : EPOCH 9 - PROGRESS: at 42.99% examples, 668051 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:18,160 : INFO : EPOCH 9 - PROGRESS: at 43.33% examples, 667948 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:19,166 : INFO : EPOCH 9 - PROGRESS: at 43.65% examples, 667937 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:20,170 : INFO : EPOCH 9 - PROGRESS: at 43.97% examples, 667815 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:21,172 : INFO : EPOCH 9 - PROGRESS: at 44.29% examples, 667785 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:22,191 : INFO : EPOCH 9 - PROGRESS: at 44.62% examples, 667681 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:23,201 : INFO : EPOCH 9 - PROGRESS: at 44.95% examples, 667688 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:24,203 : INFO : EPOCH 9 - PROGRESS: at 45.27% examples, 667603 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:25,209 : INFO : EPOCH 9 - PROGRESS: at 45.62% examples, 667536 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:26,218 : INFO : EPOCH 9 - PROGRESS: at 45.95% examples, 667491 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:27,238 : INFO : EPOCH 9 - PROGRESS: at 46.26% examples, 667462 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:28,245 : INFO : EPOCH 9 - PROGRESS: at 46.58% examples, 667518 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:29,247 : INFO : EPOCH 9 - PROGRESS: at 46.89% examples, 667427 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:30,255 : INFO : EPOCH 9 - PROGRESS: at 47.19% examples, 667372 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:31,273 : INFO : EPOCH 9 - PROGRESS: at 47.51% examples, 667354 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:07:32,291 : INFO : EPOCH 9 - PROGRESS: at 47.83% examples, 667211 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:07:33,297 : INFO : EPOCH 9 - PROGRESS: at 48.16% examples, 667234 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:34,309 : INFO : EPOCH 9 - PROGRESS: at 48.48% examples, 667286 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:35,318 : INFO : EPOCH 9 - PROGRESS: at 48.79% examples, 667297 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:36,319 : INFO : EPOCH 9 - PROGRESS: at 49.12% examples, 667227 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:37,330 : INFO : EPOCH 9 - PROGRESS: at 49.46% examples, 667188 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:38,333 : INFO : EPOCH 9 - PROGRESS: at 49.79% examples, 667106 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:39,338 : INFO : EPOCH 9 - PROGRESS: at 50.11% examples, 667066 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:40,339 : INFO : EPOCH 9 - PROGRESS: at 50.42% examples, 667016 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:07:41,343 : INFO : EPOCH 9 - PROGRESS: at 50.73% examples, 667080 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:42,364 : INFO : EPOCH 9 - PROGRESS: at 51.05% examples, 666926 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:07:43,374 : INFO : EPOCH 9 - PROGRESS: at 51.38% examples, 666887 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:07:44,385 : INFO : EPOCH 9 - PROGRESS: at 51.71% examples, 666825 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:45,390 : INFO : EPOCH 9 - PROGRESS: at 52.04% examples, 666791 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:46,393 : INFO : EPOCH 9 - PROGRESS: at 52.35% examples, 666744 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:47,434 : INFO : EPOCH 9 - PROGRESS: at 52.70% examples, 666691 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:48,453 : INFO : EPOCH 9 - PROGRESS: at 53.01% examples, 666737 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:49,457 : INFO : EPOCH 9 - PROGRESS: at 53.34% examples, 666695 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:50,462 : INFO : EPOCH 9 - PROGRESS: at 53.67% examples, 666659 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:51,467 : INFO : EPOCH 9 - PROGRESS: at 53.98% examples, 666579 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:07:52,483 : INFO : EPOCH 9 - PROGRESS: at 54.33% examples, 666524 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:53,490 : INFO : EPOCH 9 - PROGRESS: at 54.67% examples, 666522 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:54,493 : INFO : EPOCH 9 - PROGRESS: at 55.00% examples, 666525 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:55,508 : INFO : EPOCH 9 - PROGRESS: at 55.34% examples, 666449 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:56,528 : INFO : EPOCH 9 - PROGRESS: at 55.68% examples, 666437 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:57,536 : INFO : EPOCH 9 - PROGRESS: at 56.00% examples, 666426 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:58,543 : INFO : EPOCH 9 - PROGRESS: at 56.35% examples, 666341 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:07:59,567 : INFO : EPOCH 9 - PROGRESS: at 56.68% examples, 666316 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:08:00,573 : INFO : EPOCH 9 - PROGRESS: at 56.98% examples, 666311 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:08:01,574 : INFO : EPOCH 9 - PROGRESS: at 57.33% examples, 666266 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:02,575 : INFO : EPOCH 9 - PROGRESS: at 57.62% examples, 666170 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:08:03,595 : INFO : EPOCH 9 - PROGRESS: at 57.94% examples, 666148 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:04,608 : INFO : EPOCH 9 - PROGRESS: at 58.27% examples, 666101 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:08:05,611 : INFO : EPOCH 9 - PROGRESS: at 58.61% examples, 666005 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:06,626 : INFO : EPOCH 9 - PROGRESS: at 58.92% examples, 665996 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:07,626 : INFO : EPOCH 9 - PROGRESS: at 59.25% examples, 666011 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:08,634 : INFO : EPOCH 9 - PROGRESS: at 59.57% examples, 665956 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:09,642 : INFO : EPOCH 9 - PROGRESS: at 59.88% examples, 665923 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:10,643 : INFO : EPOCH 9 - PROGRESS: at 60.20% examples, 665993 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:11,656 : INFO : EPOCH 9 - PROGRESS: at 60.51% examples, 665910 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:12,661 : INFO : EPOCH 9 - PROGRESS: at 60.88% examples, 665885 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:13,673 : INFO : EPOCH 9 - PROGRESS: at 61.21% examples, 665804 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:14,678 : INFO : EPOCH 9 - PROGRESS: at 61.51% examples, 665778 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:15,688 : INFO : EPOCH 9 - PROGRESS: at 61.82% examples, 665797 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:16,697 : INFO : EPOCH 9 - PROGRESS: at 62.16% examples, 665741 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:17,722 : INFO : EPOCH 9 - PROGRESS: at 62.48% examples, 665658 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:08:18,723 : INFO : EPOCH 9 - PROGRESS: at 62.80% examples, 665635 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:19,744 : INFO : EPOCH 9 - PROGRESS: at 63.13% examples, 665593 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:20,746 : INFO : EPOCH 9 - PROGRESS: at 63.44% examples, 665560 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:21,748 : INFO : EPOCH 9 - PROGRESS: at 63.76% examples, 665599 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:22,751 : INFO : EPOCH 9 - PROGRESS: at 64.06% examples, 665559 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:23,756 : INFO : EPOCH 9 - PROGRESS: at 64.39% examples, 665478 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:08:24,763 : INFO : EPOCH 9 - PROGRESS: at 64.72% examples, 665563 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:08:25,775 : INFO : EPOCH 9 - PROGRESS: at 65.04% examples, 665509 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:26,790 : INFO : EPOCH 9 - PROGRESS: at 65.37% examples, 665486 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:27,792 : INFO : EPOCH 9 - PROGRESS: at 65.69% examples, 665432 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:28,803 : INFO : EPOCH 9 - PROGRESS: at 66.00% examples, 665435 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:08:29,804 : INFO : EPOCH 9 - PROGRESS: at 66.32% examples, 665400 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:30,807 : INFO : EPOCH 9 - PROGRESS: at 66.64% examples, 665366 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:08:31,811 : INFO : EPOCH 9 - PROGRESS: at 66.96% examples, 665358 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:32,815 : INFO : EPOCH 9 - PROGRESS: at 67.28% examples, 665369 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:33,818 : INFO : EPOCH 9 - PROGRESS: at 67.61% examples, 665335 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:34,819 : INFO : EPOCH 9 - PROGRESS: at 67.92% examples, 665322 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:35,831 : INFO : EPOCH 9 - PROGRESS: at 68.24% examples, 665309 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:36,836 : INFO : EPOCH 9 - PROGRESS: at 68.54% examples, 665394 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:37,841 : INFO : EPOCH 9 - PROGRESS: at 68.86% examples, 665377 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:38,846 : INFO : EPOCH 9 - PROGRESS: at 69.19% examples, 665372 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:39,847 : INFO : EPOCH 9 - PROGRESS: at 69.51% examples, 665367 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:40,858 : INFO : EPOCH 9 - PROGRESS: at 69.83% examples, 665395 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:41,865 : INFO : EPOCH 9 - PROGRESS: at 70.13% examples, 665392 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:42,873 : INFO : EPOCH 9 - PROGRESS: at 70.45% examples, 665354 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:43,891 : INFO : EPOCH 9 - PROGRESS: at 70.76% examples, 665300 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:44,904 : INFO : EPOCH 9 - PROGRESS: at 71.08% examples, 665305 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:45,937 : INFO : EPOCH 9 - PROGRESS: at 71.43% examples, 665284 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:46,950 : INFO : EPOCH 9 - PROGRESS: at 71.75% examples, 665284 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:47,951 : INFO : EPOCH 9 - PROGRESS: at 72.09% examples, 665245 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:08:48,976 : INFO : EPOCH 9 - PROGRESS: at 72.42% examples, 665215 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:49,988 : INFO : EPOCH 9 - PROGRESS: at 72.73% examples, 665170 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:50,992 : INFO : EPOCH 9 - PROGRESS: at 73.04% examples, 665174 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:52,002 : INFO : EPOCH 9 - PROGRESS: at 73.37% examples, 665170 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:53,006 : INFO : EPOCH 9 - PROGRESS: at 73.67% examples, 665236 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:08:54,008 : INFO : EPOCH 9 - PROGRESS: at 73.98% examples, 665200 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:55,026 : INFO : EPOCH 9 - PROGRESS: at 74.26% examples, 665224 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:56,037 : INFO : EPOCH 9 - PROGRESS: at 74.60% examples, 665162 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:57,062 : INFO : EPOCH 9 - PROGRESS: at 74.90% examples, 665141 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:08:58,064 : INFO : EPOCH 9 - PROGRESS: at 75.24% examples, 665169 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:08:59,078 : INFO : EPOCH 9 - PROGRESS: at 75.55% examples, 665132 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:00,097 : INFO : EPOCH 9 - PROGRESS: at 75.85% examples, 664972 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:01,100 : INFO : EPOCH 9 - PROGRESS: at 76.18% examples, 664813 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:02,107 : INFO : EPOCH 9 - PROGRESS: at 76.49% examples, 664621 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:03,110 : INFO : EPOCH 9 - PROGRESS: at 76.80% examples, 664513 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:04,113 : INFO : EPOCH 9 - PROGRESS: at 77.08% examples, 664218 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:05,118 : INFO : EPOCH 9 - PROGRESS: at 77.37% examples, 663789 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:06,126 : INFO : EPOCH 9 - PROGRESS: at 77.69% examples, 663935 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:07,129 : INFO : EPOCH 9 - PROGRESS: at 78.06% examples, 664185 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:08,134 : INFO : EPOCH 9 - PROGRESS: at 78.42% examples, 664433 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:09,148 : INFO : EPOCH 9 - PROGRESS: at 78.77% examples, 664718 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:10,165 : INFO : EPOCH 9 - PROGRESS: at 79.13% examples, 664944 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:09:11,170 : INFO : EPOCH 9 - PROGRESS: at 79.48% examples, 665235 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:12,171 : INFO : EPOCH 9 - PROGRESS: at 79.83% examples, 665459 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:13,180 : INFO : EPOCH 9 - PROGRESS: at 80.20% examples, 665691 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:14,184 : INFO : EPOCH 9 - PROGRESS: at 80.54% examples, 666000 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:15,185 : INFO : EPOCH 9 - PROGRESS: at 80.89% examples, 666253 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:16,201 : INFO : EPOCH 9 - PROGRESS: at 81.27% examples, 666517 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:17,219 : INFO : EPOCH 9 - PROGRESS: at 81.63% examples, 666768 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:18,219 : INFO : EPOCH 9 - PROGRESS: at 81.96% examples, 667055 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:19,236 : INFO : EPOCH 9 - PROGRESS: at 82.35% examples, 667270 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:20,243 : INFO : EPOCH 9 - PROGRESS: at 82.71% examples, 667520 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:21,252 : INFO : EPOCH 9 - PROGRESS: at 83.09% examples, 667764 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:22,265 : INFO : EPOCH 9 - PROGRESS: at 83.44% examples, 668000 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:23,265 : INFO : EPOCH 9 - PROGRESS: at 83.81% examples, 668212 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:24,269 : INFO : EPOCH 9 - PROGRESS: at 84.14% examples, 668463 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:25,269 : INFO : EPOCH 9 - PROGRESS: at 84.49% examples, 668713 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:26,280 : INFO : EPOCH 9 - PROGRESS: at 84.83% examples, 668946 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:09:27,287 : INFO : EPOCH 9 - PROGRESS: at 85.19% examples, 669202 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:28,297 : INFO : EPOCH 9 - PROGRESS: at 85.55% examples, 669415 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:29,303 : INFO : EPOCH 9 - PROGRESS: at 85.90% examples, 669720 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:30,310 : INFO : EPOCH 9 - PROGRESS: at 86.25% examples, 669894 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:31,312 : INFO : EPOCH 9 - PROGRESS: at 86.64% examples, 670127 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:32,313 : INFO : EPOCH 9 - PROGRESS: at 87.00% examples, 670282 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:33,313 : INFO : EPOCH 9 - PROGRESS: at 87.34% examples, 670535 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:34,319 : INFO : EPOCH 9 - PROGRESS: at 87.69% examples, 670746 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:35,319 : INFO : EPOCH 9 - PROGRESS: at 88.06% examples, 670988 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:36,322 : INFO : EPOCH 9 - PROGRESS: at 88.40% examples, 671205 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:37,337 : INFO : EPOCH 9 - PROGRESS: at 88.77% examples, 671383 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:38,342 : INFO : EPOCH 9 - PROGRESS: at 89.12% examples, 671610 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:39,367 : INFO : EPOCH 9 - PROGRESS: at 89.48% examples, 671810 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:40,369 : INFO : EPOCH 9 - PROGRESS: at 89.84% examples, 672036 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:41,375 : INFO : EPOCH 9 - PROGRESS: at 90.22% examples, 672251 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:42,380 : INFO : EPOCH 9 - PROGRESS: at 90.55% examples, 672471 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:43,394 : INFO : EPOCH 9 - PROGRESS: at 90.93% examples, 672649 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:44,396 : INFO : EPOCH 9 - PROGRESS: at 91.28% examples, 672862 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:45,397 : INFO : EPOCH 9 - PROGRESS: at 91.62% examples, 673066 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:46,414 : INFO : EPOCH 9 - PROGRESS: at 92.00% examples, 673211 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:47,417 : INFO : EPOCH 9 - PROGRESS: at 92.34% examples, 673426 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:48,437 : INFO : EPOCH 9 - PROGRESS: at 92.67% examples, 673646 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:49,440 : INFO : EPOCH 9 - PROGRESS: at 93.03% examples, 673829 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:50,452 : INFO : EPOCH 9 - PROGRESS: at 93.37% examples, 674044 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:51,453 : INFO : EPOCH 9 - PROGRESS: at 93.71% examples, 674244 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:52,454 : INFO : EPOCH 9 - PROGRESS: at 94.05% examples, 674424 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:53,458 : INFO : EPOCH 9 - PROGRESS: at 94.40% examples, 674606 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:54,465 : INFO : EPOCH 9 - PROGRESS: at 94.78% examples, 674782 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:55,468 : INFO : EPOCH 9 - PROGRESS: at 95.15% examples, 674951 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:56,475 : INFO : EPOCH 9 - PROGRESS: at 95.52% examples, 675128 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:57,480 : INFO : EPOCH 9 - PROGRESS: at 95.89% examples, 675338 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:58,482 : INFO : EPOCH 9 - PROGRESS: at 96.23% examples, 675478 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:09:59,488 : INFO : EPOCH 9 - PROGRESS: at 96.60% examples, 675666 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:00,494 : INFO : EPOCH 9 - PROGRESS: at 96.96% examples, 675798 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:01,495 : INFO : EPOCH 9 - PROGRESS: at 97.29% examples, 676011 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:02,496 : INFO : EPOCH 9 - PROGRESS: at 97.65% examples, 676217 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:10:03,497 : INFO : EPOCH 9 - PROGRESS: at 97.97% examples, 676385 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:04,503 : INFO : EPOCH 9 - PROGRESS: at 98.28% examples, 676562 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:05,510 : INFO : EPOCH 9 - PROGRESS: at 98.64% examples, 676712 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:06,519 : INFO : EPOCH 9 - PROGRESS: at 99.01% examples, 676873 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:10:07,528 : INFO : EPOCH 9 - PROGRESS: at 99.36% examples, 677033 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:08,533 : INFO : EPOCH 9 - PROGRESS: at 99.71% examples, 677204 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:09,303 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 21:10:09,304 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 21:10:09,317 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 21:10:09,325 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 21:10:09,326 : INFO : EPOCH - 9 : training on 266101604 raw words (206711787 effective words) took 305.2s, 677330 effective words/s
2020-07-24 21:10:10,336 : INFO : EPOCH 10 - PROGRESS: at 0.33% examples, 703842 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:11,337 : INFO : EPOCH 10 - PROGRESS: at 0.67% examples, 718321 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:12,339 : INFO : EPOCH 10 - PROGRESS: at 1.05% examples, 720192 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:13,341 : INFO : EPOCH 10 - PROGRESS: at 1.40% examples, 721931 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:14,352 : INFO : EPOCH 10 - PROGRESS: at 1.73% examples, 722860 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:15,358 : INFO : EPOCH 10 - PROGRESS: at 2.09% examples, 724708 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:16,370 : INFO : EPOCH 10 - PROGRESS: at 2.42% examples, 724969 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:17,374 : INFO : EPOCH 10 - PROGRESS: at 2.79% examples, 724290 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:18,385 : INFO : EPOCH 10 - PROGRESS: at 3.16% examples, 723205 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:19,387 : INFO : EPOCH 10 - PROGRESS: at 3.51% examples, 725243 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:20,401 : INFO : EPOCH 10 - PROGRESS: at 3.84% examples, 725468 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:21,409 : INFO : EPOCH 10 - PROGRESS: at 4.19% examples, 725510 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:22,416 : INFO : EPOCH 10 - PROGRESS: at 4.53% examples, 726130 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:23,422 : INFO : EPOCH 10 - PROGRESS: at 4.85% examples, 723903 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:24,428 : INFO : EPOCH 10 - PROGRESS: at 5.20% examples, 723896 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:25,448 : INFO : EPOCH 10 - PROGRESS: at 5.57% examples, 723897 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:26,458 : INFO : EPOCH 10 - PROGRESS: at 5.95% examples, 723812 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:10:27,471 : INFO : EPOCH 10 - PROGRESS: at 6.28% examples, 724334 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:10:28,474 : INFO : EPOCH 10 - PROGRESS: at 6.64% examples, 724767 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:29,476 : INFO : EPOCH 10 - PROGRESS: at 7.00% examples, 724672 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:30,484 : INFO : EPOCH 10 - PROGRESS: at 7.37% examples, 724393 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:31,499 : INFO : EPOCH 10 - PROGRESS: at 7.72% examples, 723936 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:10:32,501 : INFO : EPOCH 10 - PROGRESS: at 8.09% examples, 724274 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:33,518 : INFO : EPOCH 10 - PROGRESS: at 8.46% examples, 723982 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:34,540 : INFO : EPOCH 10 - PROGRESS: at 8.80% examples, 723979 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:10:35,549 : INFO : EPOCH 10 - PROGRESS: at 9.14% examples, 724109 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:36,555 : INFO : EPOCH 10 - PROGRESS: at 9.48% examples, 723989 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:37,555 : INFO : EPOCH 10 - PROGRESS: at 9.81% examples, 724415 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:38,559 : INFO : EPOCH 10 - PROGRESS: at 10.15% examples, 724474 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:39,561 : INFO : EPOCH 10 - PROGRESS: at 10.48% examples, 724739 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:40,562 : INFO : EPOCH 10 - PROGRESS: at 10.86% examples, 724280 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:41,563 : INFO : EPOCH 10 - PROGRESS: at 11.21% examples, 724368 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:42,576 : INFO : EPOCH 10 - PROGRESS: at 11.57% examples, 724436 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:43,597 : INFO : EPOCH 10 - PROGRESS: at 11.95% examples, 724359 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:44,603 : INFO : EPOCH 10 - PROGRESS: at 12.28% examples, 724593 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:45,610 : INFO : EPOCH 10 - PROGRESS: at 12.64% examples, 724398 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:10:46,613 : INFO : EPOCH 10 - PROGRESS: at 12.99% examples, 724649 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:47,613 : INFO : EPOCH 10 - PROGRESS: at 13.35% examples, 724732 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:48,617 : INFO : EPOCH 10 - PROGRESS: at 13.71% examples, 724477 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:49,647 : INFO : EPOCH 10 - PROGRESS: at 14.08% examples, 724448 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:50,650 : INFO : EPOCH 10 - PROGRESS: at 14.45% examples, 724449 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:51,653 : INFO : EPOCH 10 - PROGRESS: at 14.80% examples, 724346 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:52,664 : INFO : EPOCH 10 - PROGRESS: at 15.14% examples, 724609 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:53,666 : INFO : EPOCH 10 - PROGRESS: at 15.53% examples, 724515 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:54,668 : INFO : EPOCH 10 - PROGRESS: at 15.89% examples, 724496 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:10:55,671 : INFO : EPOCH 10 - PROGRESS: at 16.25% examples, 724557 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:56,678 : INFO : EPOCH 10 - PROGRESS: at 16.60% examples, 724357 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:57,689 : INFO : EPOCH 10 - PROGRESS: at 16.96% examples, 724348 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:58,696 : INFO : EPOCH 10 - PROGRESS: at 17.32% examples, 724500 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:10:59,699 : INFO : EPOCH 10 - PROGRESS: at 17.70% examples, 724442 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:00,702 : INFO : EPOCH 10 - PROGRESS: at 18.05% examples, 724348 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:01,706 : INFO : EPOCH 10 - PROGRESS: at 18.41% examples, 724459 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:11:02,706 : INFO : EPOCH 10 - PROGRESS: at 18.74% examples, 724291 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:03,713 : INFO : EPOCH 10 - PROGRESS: at 19.09% examples, 724400 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:04,719 : INFO : EPOCH 10 - PROGRESS: at 19.46% examples, 724607 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:05,723 : INFO : EPOCH 10 - PROGRESS: at 19.82% examples, 724428 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:06,725 : INFO : EPOCH 10 - PROGRESS: at 20.17% examples, 724674 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:07,749 : INFO : EPOCH 10 - PROGRESS: at 20.51% examples, 724612 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:08,762 : INFO : EPOCH 10 - PROGRESS: at 20.87% examples, 724579 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:09,769 : INFO : EPOCH 10 - PROGRESS: at 21.22% examples, 724704 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:10,771 : INFO : EPOCH 10 - PROGRESS: at 21.55% examples, 724815 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:11,777 : INFO : EPOCH 10 - PROGRESS: at 21.90% examples, 724842 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:12,780 : INFO : EPOCH 10 - PROGRESS: at 22.26% examples, 724815 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:13,783 : INFO : EPOCH 10 - PROGRESS: at 22.62% examples, 725003 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:14,783 : INFO : EPOCH 10 - PROGRESS: at 22.96% examples, 725093 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:11:15,796 : INFO : EPOCH 10 - PROGRESS: at 23.30% examples, 725222 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:16,800 : INFO : EPOCH 10 - PROGRESS: at 23.66% examples, 725179 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:17,812 : INFO : EPOCH 10 - PROGRESS: at 24.01% examples, 725201 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:18,820 : INFO : EPOCH 10 - PROGRESS: at 24.39% examples, 725150 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:19,832 : INFO : EPOCH 10 - PROGRESS: at 24.77% examples, 725091 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:20,847 : INFO : EPOCH 10 - PROGRESS: at 25.11% examples, 725239 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:21,848 : INFO : EPOCH 10 - PROGRESS: at 25.46% examples, 725248 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:11:22,853 : INFO : EPOCH 10 - PROGRESS: at 25.82% examples, 725333 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:23,859 : INFO : EPOCH 10 - PROGRESS: at 26.18% examples, 725247 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:24,865 : INFO : EPOCH 10 - PROGRESS: at 26.52% examples, 725233 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:25,888 : INFO : EPOCH 10 - PROGRESS: at 26.87% examples, 725292 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:26,898 : INFO : EPOCH 10 - PROGRESS: at 27.24% examples, 725290 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:27,917 : INFO : EPOCH 10 - PROGRESS: at 27.61% examples, 725217 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:28,921 : INFO : EPOCH 10 - PROGRESS: at 27.95% examples, 725282 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:29,946 : INFO : EPOCH 10 - PROGRESS: at 28.31% examples, 725212 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:30,963 : INFO : EPOCH 10 - PROGRESS: at 28.67% examples, 725288 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:11:31,975 : INFO : EPOCH 10 - PROGRESS: at 29.06% examples, 725250 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:32,988 : INFO : EPOCH 10 - PROGRESS: at 29.42% examples, 725246 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:33,991 : INFO : EPOCH 10 - PROGRESS: at 29.76% examples, 725371 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:34,998 : INFO : EPOCH 10 - PROGRESS: at 30.14% examples, 725340 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:36,007 : INFO : EPOCH 10 - PROGRESS: at 30.50% examples, 725245 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:37,024 : INFO : EPOCH 10 - PROGRESS: at 30.86% examples, 725284 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:38,027 : INFO : EPOCH 10 - PROGRESS: at 31.20% examples, 725390 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:39,033 : INFO : EPOCH 10 - PROGRESS: at 31.54% examples, 725454 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:40,045 : INFO : EPOCH 10 - PROGRESS: at 31.89% examples, 724959 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:41,050 : INFO : EPOCH 10 - PROGRESS: at 32.26% examples, 724572 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:42,050 : INFO : EPOCH 10 - PROGRESS: at 32.60% examples, 724101 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:11:43,058 : INFO : EPOCH 10 - PROGRESS: at 32.97% examples, 723710 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:44,058 : INFO : EPOCH 10 - PROGRESS: at 33.30% examples, 722728 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:45,062 : INFO : EPOCH 10 - PROGRESS: at 33.56% examples, 721393 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:46,073 : INFO : EPOCH 10 - PROGRESS: at 33.90% examples, 721123 words/s, in_qsize 8, out_qsize 1
2020-07-24 21:11:47,077 : INFO : EPOCH 10 - PROGRESS: at 34.27% examples, 721305 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:48,079 : INFO : EPOCH 10 - PROGRESS: at 34.63% examples, 721371 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:49,084 : INFO : EPOCH 10 - PROGRESS: at 34.99% examples, 721366 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:50,088 : INFO : EPOCH 10 - PROGRESS: at 35.33% examples, 721463 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:51,101 : INFO : EPOCH 10 - PROGRESS: at 35.68% examples, 721614 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:52,106 : INFO : EPOCH 10 - PROGRESS: at 36.05% examples, 721561 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:53,106 : INFO : EPOCH 10 - PROGRESS: at 36.41% examples, 721637 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:54,115 : INFO : EPOCH 10 - PROGRESS: at 36.77% examples, 721645 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:11:55,127 : INFO : EPOCH 10 - PROGRESS: at 37.12% examples, 721635 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:56,130 : INFO : EPOCH 10 - PROGRESS: at 37.44% examples, 721746 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:57,131 : INFO : EPOCH 10 - PROGRESS: at 37.76% examples, 721764 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:58,132 : INFO : EPOCH 10 - PROGRESS: at 38.10% examples, 721877 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:11:59,140 : INFO : EPOCH 10 - PROGRESS: at 38.48% examples, 721991 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:00,148 : INFO : EPOCH 10 - PROGRESS: at 38.84% examples, 721858 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:12:01,151 : INFO : EPOCH 10 - PROGRESS: at 39.20% examples, 721845 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:02,151 : INFO : EPOCH 10 - PROGRESS: at 39.52% examples, 721861 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:03,152 : INFO : EPOCH 10 - PROGRESS: at 39.87% examples, 721889 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:04,163 : INFO : EPOCH 10 - PROGRESS: at 40.22% examples, 721808 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:05,164 : INFO : EPOCH 10 - PROGRESS: at 40.55% examples, 721982 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:12:06,176 : INFO : EPOCH 10 - PROGRESS: at 40.87% examples, 722020 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:07,193 : INFO : EPOCH 10 - PROGRESS: at 41.24% examples, 722062 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:08,203 : INFO : EPOCH 10 - PROGRESS: at 41.58% examples, 722186 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:09,215 : INFO : EPOCH 10 - PROGRESS: at 41.92% examples, 722219 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:10,221 : INFO : EPOCH 10 - PROGRESS: at 42.28% examples, 722198 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:11,225 : INFO : EPOCH 10 - PROGRESS: at 42.64% examples, 722258 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:12:12,228 : INFO : EPOCH 10 - PROGRESS: at 42.95% examples, 722368 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:13,230 : INFO : EPOCH 10 - PROGRESS: at 43.32% examples, 722317 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:14,236 : INFO : EPOCH 10 - PROGRESS: at 43.66% examples, 722380 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:15,247 : INFO : EPOCH 10 - PROGRESS: at 44.03% examples, 722440 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:12:16,250 : INFO : EPOCH 10 - PROGRESS: at 44.38% examples, 722423 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:17,254 : INFO : EPOCH 10 - PROGRESS: at 44.73% examples, 722460 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:18,263 : INFO : EPOCH 10 - PROGRESS: at 45.08% examples, 722442 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:19,285 : INFO : EPOCH 10 - PROGRESS: at 45.47% examples, 722398 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:20,297 : INFO : EPOCH 10 - PROGRESS: at 45.83% examples, 722413 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:21,301 : INFO : EPOCH 10 - PROGRESS: at 46.19% examples, 722405 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:22,315 : INFO : EPOCH 10 - PROGRESS: at 46.53% examples, 722468 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:23,325 : INFO : EPOCH 10 - PROGRESS: at 46.87% examples, 722583 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:24,330 : INFO : EPOCH 10 - PROGRESS: at 47.21% examples, 722622 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:25,331 : INFO : EPOCH 10 - PROGRESS: at 47.55% examples, 722716 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:26,344 : INFO : EPOCH 10 - PROGRESS: at 47.92% examples, 722765 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:27,350 : INFO : EPOCH 10 - PROGRESS: at 48.27% examples, 722773 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:28,351 : INFO : EPOCH 10 - PROGRESS: at 48.61% examples, 722892 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:29,354 : INFO : EPOCH 10 - PROGRESS: at 48.97% examples, 722973 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:30,357 : INFO : EPOCH 10 - PROGRESS: at 49.33% examples, 723003 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:31,360 : INFO : EPOCH 10 - PROGRESS: at 49.70% examples, 722938 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:32,367 : INFO : EPOCH 10 - PROGRESS: at 50.06% examples, 723020 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:33,384 : INFO : EPOCH 10 - PROGRESS: at 50.40% examples, 722985 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:34,392 : INFO : EPOCH 10 - PROGRESS: at 50.74% examples, 723046 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:35,404 : INFO : EPOCH 10 - PROGRESS: at 51.09% examples, 723043 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:36,409 : INFO : EPOCH 10 - PROGRESS: at 51.45% examples, 723007 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:37,410 : INFO : EPOCH 10 - PROGRESS: at 51.83% examples, 723099 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:38,411 : INFO : EPOCH 10 - PROGRESS: at 52.17% examples, 723084 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:39,412 : INFO : EPOCH 10 - PROGRESS: at 52.52% examples, 723122 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:40,417 : INFO : EPOCH 10 - PROGRESS: at 52.88% examples, 723126 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:41,418 : INFO : EPOCH 10 - PROGRESS: at 53.23% examples, 723203 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:42,430 : INFO : EPOCH 10 - PROGRESS: at 53.59% examples, 723175 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:43,438 : INFO : EPOCH 10 - PROGRESS: at 53.94% examples, 723217 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:44,438 : INFO : EPOCH 10 - PROGRESS: at 54.31% examples, 723231 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:45,441 : INFO : EPOCH 10 - PROGRESS: at 54.68% examples, 723157 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:46,443 : INFO : EPOCH 10 - PROGRESS: at 55.03% examples, 723173 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:47,453 : INFO : EPOCH 10 - PROGRESS: at 55.40% examples, 723222 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:48,463 : INFO : EPOCH 10 - PROGRESS: at 55.77% examples, 723235 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:49,466 : INFO : EPOCH 10 - PROGRESS: at 56.14% examples, 723238 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:50,470 : INFO : EPOCH 10 - PROGRESS: at 56.52% examples, 723283 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:51,470 : INFO : EPOCH 10 - PROGRESS: at 56.85% examples, 723275 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:52,474 : INFO : EPOCH 10 - PROGRESS: at 57.21% examples, 723341 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:53,486 : INFO : EPOCH 10 - PROGRESS: at 57.56% examples, 723310 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:54,492 : INFO : EPOCH 10 - PROGRESS: at 57.91% examples, 723346 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:55,494 : INFO : EPOCH 10 - PROGRESS: at 58.26% examples, 723362 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:56,504 : INFO : EPOCH 10 - PROGRESS: at 58.64% examples, 723306 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:57,506 : INFO : EPOCH 10 - PROGRESS: at 58.97% examples, 723368 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:58,512 : INFO : EPOCH 10 - PROGRESS: at 59.31% examples, 723314 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:12:59,513 : INFO : EPOCH 10 - PROGRESS: at 59.68% examples, 723301 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:00,528 : INFO : EPOCH 10 - PROGRESS: at 60.02% examples, 723274 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:01,548 : INFO : EPOCH 10 - PROGRESS: at 60.37% examples, 723334 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:13:02,558 : INFO : EPOCH 10 - PROGRESS: at 60.75% examples, 723336 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:13:03,563 : INFO : EPOCH 10 - PROGRESS: at 61.14% examples, 723338 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:04,568 : INFO : EPOCH 10 - PROGRESS: at 61.47% examples, 723402 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:05,577 : INFO : EPOCH 10 - PROGRESS: at 61.81% examples, 723396 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:06,580 : INFO : EPOCH 10 - PROGRESS: at 62.18% examples, 723424 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:07,607 : INFO : EPOCH 10 - PROGRESS: at 62.53% examples, 723346 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:08,626 : INFO : EPOCH 10 - PROGRESS: at 62.89% examples, 723372 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:09,632 : INFO : EPOCH 10 - PROGRESS: at 63.24% examples, 723415 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:10,640 : INFO : EPOCH 10 - PROGRESS: at 63.57% examples, 723381 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:11,642 : INFO : EPOCH 10 - PROGRESS: at 63.92% examples, 723445 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:12,660 : INFO : EPOCH 10 - PROGRESS: at 64.28% examples, 723450 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:13,661 : INFO : EPOCH 10 - PROGRESS: at 64.62% examples, 723557 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:14,678 : INFO : EPOCH 10 - PROGRESS: at 65.00% examples, 723514 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:13:15,690 : INFO : EPOCH 10 - PROGRESS: at 65.35% examples, 723510 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:16,705 : INFO : EPOCH 10 - PROGRESS: at 65.71% examples, 723485 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:17,705 : INFO : EPOCH 10 - PROGRESS: at 66.06% examples, 723561 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:18,708 : INFO : EPOCH 10 - PROGRESS: at 66.40% examples, 723547 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:19,715 : INFO : EPOCH 10 - PROGRESS: at 66.76% examples, 723546 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:20,716 : INFO : EPOCH 10 - PROGRESS: at 67.11% examples, 723616 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:21,717 : INFO : EPOCH 10 - PROGRESS: at 67.46% examples, 723667 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:13:22,718 : INFO : EPOCH 10 - PROGRESS: at 67.81% examples, 723626 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:13:23,732 : INFO : EPOCH 10 - PROGRESS: at 68.17% examples, 723734 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:24,739 : INFO : EPOCH 10 - PROGRESS: at 68.50% examples, 723790 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:25,741 : INFO : EPOCH 10 - PROGRESS: at 68.85% examples, 723865 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:26,756 : INFO : EPOCH 10 - PROGRESS: at 69.22% examples, 723864 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:27,772 : INFO : EPOCH 10 - PROGRESS: at 69.57% examples, 723891 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:28,778 : INFO : EPOCH 10 - PROGRESS: at 69.92% examples, 723954 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:29,786 : INFO : EPOCH 10 - PROGRESS: at 70.26% examples, 723956 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:30,790 : INFO : EPOCH 10 - PROGRESS: at 70.59% examples, 723997 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:13:31,809 : INFO : EPOCH 10 - PROGRESS: at 70.93% examples, 724055 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:32,817 : INFO : EPOCH 10 - PROGRESS: at 71.31% examples, 724053 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:33,824 : INFO : EPOCH 10 - PROGRESS: at 71.67% examples, 724137 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:34,827 : INFO : EPOCH 10 - PROGRESS: at 72.05% examples, 724112 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:35,838 : INFO : EPOCH 10 - PROGRESS: at 72.41% examples, 724112 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:36,838 : INFO : EPOCH 10 - PROGRESS: at 72.74% examples, 724120 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:37,839 : INFO : EPOCH 10 - PROGRESS: at 73.10% examples, 724201 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:38,856 : INFO : EPOCH 10 - PROGRESS: at 73.46% examples, 724237 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:39,861 : INFO : EPOCH 10 - PROGRESS: at 73.77% examples, 724161 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:40,866 : INFO : EPOCH 10 - PROGRESS: at 74.06% examples, 723888 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:13:41,881 : INFO : EPOCH 10 - PROGRESS: at 74.37% examples, 723576 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:42,883 : INFO : EPOCH 10 - PROGRESS: at 74.69% examples, 723244 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:43,887 : INFO : EPOCH 10 - PROGRESS: at 75.00% examples, 723061 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:44,898 : INFO : EPOCH 10 - PROGRESS: at 75.33% examples, 722691 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:45,907 : INFO : EPOCH 10 - PROGRESS: at 75.63% examples, 722399 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:46,909 : INFO : EPOCH 10 - PROGRESS: at 75.97% examples, 722110 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:13:47,914 : INFO : EPOCH 10 - PROGRESS: at 76.31% examples, 721819 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:13:48,916 : INFO : EPOCH 10 - PROGRESS: at 76.62% examples, 721497 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:13:49,918 : INFO : EPOCH 10 - PROGRESS: at 76.94% examples, 721254 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:50,927 : INFO : EPOCH 10 - PROGRESS: at 77.26% examples, 720930 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:51,930 : INFO : EPOCH 10 - PROGRESS: at 77.58% examples, 720665 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:52,932 : INFO : EPOCH 10 - PROGRESS: at 77.90% examples, 720457 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:53,933 : INFO : EPOCH 10 - PROGRESS: at 78.22% examples, 720148 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:54,938 : INFO : EPOCH 10 - PROGRESS: at 78.55% examples, 719845 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:55,951 : INFO : EPOCH 10 - PROGRESS: at 78.87% examples, 719587 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:56,958 : INFO : EPOCH 10 - PROGRESS: at 79.19% examples, 719301 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:57,960 : INFO : EPOCH 10 - PROGRESS: at 79.50% examples, 719042 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:58,969 : INFO : EPOCH 10 - PROGRESS: at 79.83% examples, 718758 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:13:59,970 : INFO : EPOCH 10 - PROGRESS: at 80.16% examples, 718481 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:00,994 : INFO : EPOCH 10 - PROGRESS: at 80.46% examples, 718185 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:02,011 : INFO : EPOCH 10 - PROGRESS: at 80.79% examples, 717945 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:03,014 : INFO : EPOCH 10 - PROGRESS: at 81.13% examples, 717707 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:04,016 : INFO : EPOCH 10 - PROGRESS: at 81.44% examples, 717438 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:05,027 : INFO : EPOCH 10 - PROGRESS: at 81.76% examples, 717191 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:06,031 : INFO : EPOCH 10 - PROGRESS: at 82.08% examples, 716972 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:07,038 : INFO : EPOCH 10 - PROGRESS: at 82.43% examples, 716712 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:08,048 : INFO : EPOCH 10 - PROGRESS: at 82.75% examples, 716468 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:09,056 : INFO : EPOCH 10 - PROGRESS: at 83.09% examples, 716193 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:10,059 : INFO : EPOCH 10 - PROGRESS: at 83.40% examples, 716019 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:11,091 : INFO : EPOCH 10 - PROGRESS: at 83.73% examples, 715715 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:12,091 : INFO : EPOCH 10 - PROGRESS: at 84.05% examples, 715472 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:13,101 : INFO : EPOCH 10 - PROGRESS: at 84.37% examples, 715232 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:14,111 : INFO : EPOCH 10 - PROGRESS: at 84.67% examples, 715018 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:15,114 : INFO : EPOCH 10 - PROGRESS: at 84.99% examples, 714843 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:16,121 : INFO : EPOCH 10 - PROGRESS: at 85.32% examples, 714595 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:17,129 : INFO : EPOCH 10 - PROGRESS: at 85.63% examples, 714439 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:18,132 : INFO : EPOCH 10 - PROGRESS: at 85.95% examples, 714233 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:19,135 : INFO : EPOCH 10 - PROGRESS: at 86.27% examples, 713947 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:20,153 : INFO : EPOCH 10 - PROGRESS: at 86.61% examples, 713557 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:14:21,153 : INFO : EPOCH 10 - PROGRESS: at 86.93% examples, 713207 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:22,159 : INFO : EPOCH 10 - PROGRESS: at 87.21% examples, 712932 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:23,164 : INFO : EPOCH 10 - PROGRESS: at 87.52% examples, 712584 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:24,184 : INFO : EPOCH 10 - PROGRESS: at 87.80% examples, 711990 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:25,203 : INFO : EPOCH 10 - PROGRESS: at 88.10% examples, 711573 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:26,212 : INFO : EPOCH 10 - PROGRESS: at 88.44% examples, 711584 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:14:27,218 : INFO : EPOCH 10 - PROGRESS: at 88.81% examples, 711619 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:28,219 : INFO : EPOCH 10 - PROGRESS: at 89.17% examples, 711646 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:14:29,235 : INFO : EPOCH 10 - PROGRESS: at 89.52% examples, 711718 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:30,245 : INFO : EPOCH 10 - PROGRESS: at 89.88% examples, 711752 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:31,264 : INFO : EPOCH 10 - PROGRESS: at 90.25% examples, 711806 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:32,266 : INFO : EPOCH 10 - PROGRESS: at 90.60% examples, 711897 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:33,269 : INFO : EPOCH 10 - PROGRESS: at 90.96% examples, 711905 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:34,270 : INFO : EPOCH 10 - PROGRESS: at 91.30% examples, 711983 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:35,279 : INFO : EPOCH 10 - PROGRESS: at 91.65% examples, 712001 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:36,287 : INFO : EPOCH 10 - PROGRESS: at 92.02% examples, 712073 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:37,299 : INFO : EPOCH 10 - PROGRESS: at 92.35% examples, 712099 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:38,309 : INFO : EPOCH 10 - PROGRESS: at 92.70% examples, 712191 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:39,321 : INFO : EPOCH 10 - PROGRESS: at 93.05% examples, 712232 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:40,340 : INFO : EPOCH 10 - PROGRESS: at 93.39% examples, 712316 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:41,345 : INFO : EPOCH 10 - PROGRESS: at 93.74% examples, 712391 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:42,349 : INFO : EPOCH 10 - PROGRESS: at 94.09% examples, 712503 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:43,359 : INFO : EPOCH 10 - PROGRESS: at 94.43% examples, 712537 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:44,369 : INFO : EPOCH 10 - PROGRESS: at 94.80% examples, 712521 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:14:45,383 : INFO : EPOCH 10 - PROGRESS: at 95.18% examples, 712534 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:46,389 : INFO : EPOCH 10 - PROGRESS: at 95.55% examples, 712578 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:14:47,395 : INFO : EPOCH 10 - PROGRESS: at 95.90% examples, 712621 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:14:48,406 : INFO : EPOCH 10 - PROGRESS: at 96.26% examples, 712668 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:14:49,418 : INFO : EPOCH 10 - PROGRESS: at 96.62% examples, 712664 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:50,420 : INFO : EPOCH 10 - PROGRESS: at 96.99% examples, 712706 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:51,426 : INFO : EPOCH 10 - PROGRESS: at 97.32% examples, 712805 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:52,431 : INFO : EPOCH 10 - PROGRESS: at 97.67% examples, 712850 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:53,431 : INFO : EPOCH 10 - PROGRESS: at 97.99% examples, 712872 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:54,439 : INFO : EPOCH 10 - PROGRESS: at 98.30% examples, 712938 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:55,469 : INFO : EPOCH 10 - PROGRESS: at 98.67% examples, 712960 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:56,472 : INFO : EPOCH 10 - PROGRESS: at 99.03% examples, 713011 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:57,472 : INFO : EPOCH 10 - PROGRESS: at 99.38% examples, 713060 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:58,473 : INFO : EPOCH 10 - PROGRESS: at 99.73% examples, 713109 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:14:59,175 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 21:14:59,177 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 21:14:59,189 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 21:14:59,199 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 21:14:59,200 : INFO : EPOCH - 10 : training on 266101604 raw words (206720072 effective words) took 289.9s, 713148 effective words/s
2020-07-24 21:15:00,220 : INFO : EPOCH 11 - PROGRESS: at 0.33% examples, 696730 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:01,224 : INFO : EPOCH 11 - PROGRESS: at 0.67% examples, 713649 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:02,228 : INFO : EPOCH 11 - PROGRESS: at 1.05% examples, 719215 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:03,230 : INFO : EPOCH 11 - PROGRESS: at 1.40% examples, 719297 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:04,232 : INFO : EPOCH 11 - PROGRESS: at 1.73% examples, 720374 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:05,235 : INFO : EPOCH 11 - PROGRESS: at 2.08% examples, 721852 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:06,241 : INFO : EPOCH 11 - PROGRESS: at 2.42% examples, 723115 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:07,257 : INFO : EPOCH 11 - PROGRESS: at 2.79% examples, 722537 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:08,266 : INFO : EPOCH 11 - PROGRESS: at 3.15% examples, 721550 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:09,281 : INFO : EPOCH 11 - PROGRESS: at 3.50% examples, 721662 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:10,284 : INFO : EPOCH 11 - PROGRESS: at 3.83% examples, 722929 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:11,288 : INFO : EPOCH 11 - PROGRESS: at 4.17% examples, 722696 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:12,300 : INFO : EPOCH 11 - PROGRESS: at 4.51% examples, 722448 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:13,300 : INFO : EPOCH 11 - PROGRESS: at 4.84% examples, 722721 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:14,321 : INFO : EPOCH 11 - PROGRESS: at 5.20% examples, 722587 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:15,336 : INFO : EPOCH 11 - PROGRESS: at 5.56% examples, 722439 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:15:16,340 : INFO : EPOCH 11 - PROGRESS: at 5.93% examples, 722180 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:17,341 : INFO : EPOCH 11 - PROGRESS: at 6.27% examples, 722974 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:15:18,358 : INFO : EPOCH 11 - PROGRESS: at 6.63% examples, 722994 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:19,362 : INFO : EPOCH 11 - PROGRESS: at 6.99% examples, 723121 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:20,369 : INFO : EPOCH 11 - PROGRESS: at 7.36% examples, 722935 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:21,375 : INFO : EPOCH 11 - PROGRESS: at 7.71% examples, 723179 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:22,381 : INFO : EPOCH 11 - PROGRESS: at 8.07% examples, 722662 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:23,391 : INFO : EPOCH 11 - PROGRESS: at 8.44% examples, 722717 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:24,394 : INFO : EPOCH 11 - PROGRESS: at 8.79% examples, 723080 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:25,397 : INFO : EPOCH 11 - PROGRESS: at 9.13% examples, 723170 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:26,400 : INFO : EPOCH 11 - PROGRESS: at 9.46% examples, 723508 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:27,405 : INFO : EPOCH 11 - PROGRESS: at 9.79% examples, 723924 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:28,413 : INFO : EPOCH 11 - PROGRESS: at 10.13% examples, 723987 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:29,432 : INFO : EPOCH 11 - PROGRESS: at 10.47% examples, 724318 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:30,443 : INFO : EPOCH 11 - PROGRESS: at 10.85% examples, 723962 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:31,463 : INFO : EPOCH 11 - PROGRESS: at 11.21% examples, 723752 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:32,481 : INFO : EPOCH 11 - PROGRESS: at 11.58% examples, 723873 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:33,487 : INFO : EPOCH 11 - PROGRESS: at 11.95% examples, 723774 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:34,487 : INFO : EPOCH 11 - PROGRESS: at 12.28% examples, 724008 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:35,500 : INFO : EPOCH 11 - PROGRESS: at 12.63% examples, 723715 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:36,501 : INFO : EPOCH 11 - PROGRESS: at 12.99% examples, 723701 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:37,508 : INFO : EPOCH 11 - PROGRESS: at 13.34% examples, 723671 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:15:38,508 : INFO : EPOCH 11 - PROGRESS: at 13.70% examples, 723653 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:39,513 : INFO : EPOCH 11 - PROGRESS: at 14.06% examples, 723583 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:40,530 : INFO : EPOCH 11 - PROGRESS: at 14.42% examples, 723098 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:41,548 : INFO : EPOCH 11 - PROGRESS: at 14.79% examples, 723243 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:42,551 : INFO : EPOCH 11 - PROGRESS: at 15.12% examples, 723441 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:43,551 : INFO : EPOCH 11 - PROGRESS: at 15.51% examples, 723533 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:44,562 : INFO : EPOCH 11 - PROGRESS: at 15.88% examples, 723381 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:45,572 : INFO : EPOCH 11 - PROGRESS: at 16.23% examples, 723425 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:46,576 : INFO : EPOCH 11 - PROGRESS: at 16.59% examples, 723476 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:47,590 : INFO : EPOCH 11 - PROGRESS: at 16.95% examples, 723250 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:48,594 : INFO : EPOCH 11 - PROGRESS: at 17.31% examples, 723566 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:15:49,595 : INFO : EPOCH 11 - PROGRESS: at 17.69% examples, 723520 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:50,602 : INFO : EPOCH 11 - PROGRESS: at 18.04% examples, 723355 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:51,603 : INFO : EPOCH 11 - PROGRESS: at 18.39% examples, 723592 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:52,606 : INFO : EPOCH 11 - PROGRESS: at 18.73% examples, 723384 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:53,614 : INFO : EPOCH 11 - PROGRESS: at 19.08% examples, 723480 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:54,634 : INFO : EPOCH 11 - PROGRESS: at 19.45% examples, 723494 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:55,636 : INFO : EPOCH 11 - PROGRESS: at 19.81% examples, 723504 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:56,653 : INFO : EPOCH 11 - PROGRESS: at 20.16% examples, 723591 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:57,654 : INFO : EPOCH 11 - PROGRESS: at 20.50% examples, 723776 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:58,660 : INFO : EPOCH 11 - PROGRESS: at 20.86% examples, 723755 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:15:59,667 : INFO : EPOCH 11 - PROGRESS: at 21.21% examples, 723950 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:00,676 : INFO : EPOCH 11 - PROGRESS: at 21.53% examples, 723974 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:01,682 : INFO : EPOCH 11 - PROGRESS: at 21.89% examples, 723973 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:16:02,690 : INFO : EPOCH 11 - PROGRESS: at 22.25% examples, 724003 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:03,701 : INFO : EPOCH 11 - PROGRESS: at 22.60% examples, 723831 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:04,705 : INFO : EPOCH 11 - PROGRESS: at 22.95% examples, 724113 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:16:05,730 : INFO : EPOCH 11 - PROGRESS: at 23.29% examples, 724058 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:06,738 : INFO : EPOCH 11 - PROGRESS: at 23.65% examples, 724084 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:16:07,738 : INFO : EPOCH 11 - PROGRESS: at 24.00% examples, 724155 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:08,743 : INFO : EPOCH 11 - PROGRESS: at 24.37% examples, 724128 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:16:09,743 : INFO : EPOCH 11 - PROGRESS: at 24.74% examples, 724044 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:10,753 : INFO : EPOCH 11 - PROGRESS: at 25.09% examples, 724043 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:11,767 : INFO : EPOCH 11 - PROGRESS: at 25.43% examples, 723879 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:12,770 : INFO : EPOCH 11 - PROGRESS: at 25.78% examples, 723855 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:13,791 : INFO : EPOCH 11 - PROGRESS: at 26.14% examples, 723793 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:14,795 : INFO : EPOCH 11 - PROGRESS: at 26.48% examples, 723806 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:15,795 : INFO : EPOCH 11 - PROGRESS: at 26.83% examples, 723688 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:16,809 : INFO : EPOCH 11 - PROGRESS: at 27.20% examples, 723714 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:16:17,825 : INFO : EPOCH 11 - PROGRESS: at 27.55% examples, 723730 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:18,840 : INFO : EPOCH 11 - PROGRESS: at 27.91% examples, 723684 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:19,850 : INFO : EPOCH 11 - PROGRESS: at 28.26% examples, 723753 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:20,860 : INFO : EPOCH 11 - PROGRESS: at 28.63% examples, 723925 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:21,867 : INFO : EPOCH 11 - PROGRESS: at 29.02% examples, 723889 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:22,878 : INFO : EPOCH 11 - PROGRESS: at 29.37% examples, 723882 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:23,896 : INFO : EPOCH 11 - PROGRESS: at 29.72% examples, 723838 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:24,898 : INFO : EPOCH 11 - PROGRESS: at 30.08% examples, 723815 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:25,901 : INFO : EPOCH 11 - PROGRESS: at 30.45% examples, 723882 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:26,904 : INFO : EPOCH 11 - PROGRESS: at 30.82% examples, 723871 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:27,926 : INFO : EPOCH 11 - PROGRESS: at 31.16% examples, 724129 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:28,929 : INFO : EPOCH 11 - PROGRESS: at 31.50% examples, 724174 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:29,936 : INFO : EPOCH 11 - PROGRESS: at 31.86% examples, 724125 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:30,946 : INFO : EPOCH 11 - PROGRESS: at 32.24% examples, 723997 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:31,955 : INFO : EPOCH 11 - PROGRESS: at 32.61% examples, 724030 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:32,972 : INFO : EPOCH 11 - PROGRESS: at 33.00% examples, 723995 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:33,980 : INFO : EPOCH 11 - PROGRESS: at 33.37% examples, 724011 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:34,983 : INFO : EPOCH 11 - PROGRESS: at 33.69% examples, 724013 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:35,998 : INFO : EPOCH 11 - PROGRESS: at 34.06% examples, 724053 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:37,007 : INFO : EPOCH 11 - PROGRESS: at 34.42% examples, 724060 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:38,009 : INFO : EPOCH 11 - PROGRESS: at 34.79% examples, 724055 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:16:39,017 : INFO : EPOCH 11 - PROGRESS: at 35.13% examples, 724201 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:40,031 : INFO : EPOCH 11 - PROGRESS: at 35.47% examples, 724099 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:41,046 : INFO : EPOCH 11 - PROGRESS: at 35.84% examples, 724133 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:42,048 : INFO : EPOCH 11 - PROGRESS: at 36.21% examples, 724095 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:16:43,050 : INFO : EPOCH 11 - PROGRESS: at 36.58% examples, 724188 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:44,074 : INFO : EPOCH 11 - PROGRESS: at 36.93% examples, 724093 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:45,094 : INFO : EPOCH 11 - PROGRESS: at 37.27% examples, 724111 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:46,095 : INFO : EPOCH 11 - PROGRESS: at 37.58% examples, 724232 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:47,102 : INFO : EPOCH 11 - PROGRESS: at 37.91% examples, 724157 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:48,104 : INFO : EPOCH 11 - PROGRESS: at 38.27% examples, 724141 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:16:49,107 : INFO : EPOCH 11 - PROGRESS: at 38.64% examples, 724131 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:50,112 : INFO : EPOCH 11 - PROGRESS: at 38.99% examples, 724166 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:51,135 : INFO : EPOCH 11 - PROGRESS: at 39.33% examples, 724165 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:16:52,143 : INFO : EPOCH 11 - PROGRESS: at 39.69% examples, 724231 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:53,144 : INFO : EPOCH 11 - PROGRESS: at 40.05% examples, 724248 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:54,154 : INFO : EPOCH 11 - PROGRESS: at 40.39% examples, 724293 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:55,157 : INFO : EPOCH 11 - PROGRESS: at 40.71% examples, 724387 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:56,158 : INFO : EPOCH 11 - PROGRESS: at 41.04% examples, 724341 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:57,159 : INFO : EPOCH 11 - PROGRESS: at 41.39% examples, 724384 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:58,162 : INFO : EPOCH 11 - PROGRESS: at 41.72% examples, 724301 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:16:59,163 : INFO : EPOCH 11 - PROGRESS: at 42.07% examples, 724252 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:17:00,167 : INFO : EPOCH 11 - PROGRESS: at 42.41% examples, 723930 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:01,168 : INFO : EPOCH 11 - PROGRESS: at 42.73% examples, 723775 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:02,171 : INFO : EPOCH 11 - PROGRESS: at 43.05% examples, 723566 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:03,181 : INFO : EPOCH 11 - PROGRESS: at 43.41% examples, 723386 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:17:04,195 : INFO : EPOCH 11 - PROGRESS: at 43.74% examples, 723235 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:17:05,207 : INFO : EPOCH 11 - PROGRESS: at 44.04% examples, 722134 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:06,211 : INFO : EPOCH 11 - PROGRESS: at 44.34% examples, 721310 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:07,222 : INFO : EPOCH 11 - PROGRESS: at 44.71% examples, 721302 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:17:08,231 : INFO : EPOCH 11 - PROGRESS: at 45.06% examples, 721350 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:09,233 : INFO : EPOCH 11 - PROGRESS: at 45.43% examples, 721384 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:10,240 : INFO : EPOCH 11 - PROGRESS: at 45.79% examples, 721342 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:11,241 : INFO : EPOCH 11 - PROGRESS: at 46.15% examples, 721389 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:12,245 : INFO : EPOCH 11 - PROGRESS: at 46.49% examples, 721424 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:17:13,256 : INFO : EPOCH 11 - PROGRESS: at 46.83% examples, 721511 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:14,258 : INFO : EPOCH 11 - PROGRESS: at 47.17% examples, 721510 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:15,259 : INFO : EPOCH 11 - PROGRESS: at 47.51% examples, 721656 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:16,270 : INFO : EPOCH 11 - PROGRESS: at 47.86% examples, 721640 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:17,272 : INFO : EPOCH 11 - PROGRESS: at 48.22% examples, 721648 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:18,275 : INFO : EPOCH 11 - PROGRESS: at 48.56% examples, 721807 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:19,288 : INFO : EPOCH 11 - PROGRESS: at 48.92% examples, 721895 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:20,299 : INFO : EPOCH 11 - PROGRESS: at 49.28% examples, 721861 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:21,315 : INFO : EPOCH 11 - PROGRESS: at 49.67% examples, 721844 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:17:22,323 : INFO : EPOCH 11 - PROGRESS: at 50.01% examples, 721855 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:23,337 : INFO : EPOCH 11 - PROGRESS: at 50.37% examples, 721914 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:24,337 : INFO : EPOCH 11 - PROGRESS: at 50.70% examples, 722041 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:25,341 : INFO : EPOCH 11 - PROGRESS: at 51.05% examples, 722013 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:17:26,341 : INFO : EPOCH 11 - PROGRESS: at 51.41% examples, 722040 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:27,342 : INFO : EPOCH 11 - PROGRESS: at 51.77% examples, 722104 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:28,349 : INFO : EPOCH 11 - PROGRESS: at 52.12% examples, 722063 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:29,350 : INFO : EPOCH 11 - PROGRESS: at 52.47% examples, 722221 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:30,353 : INFO : EPOCH 11 - PROGRESS: at 52.83% examples, 722177 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:31,366 : INFO : EPOCH 11 - PROGRESS: at 53.20% examples, 722218 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:32,382 : INFO : EPOCH 11 - PROGRESS: at 53.55% examples, 722245 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:33,384 : INFO : EPOCH 11 - PROGRESS: at 53.88% examples, 722254 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:34,391 : INFO : EPOCH 11 - PROGRESS: at 54.27% examples, 722219 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:35,398 : INFO : EPOCH 11 - PROGRESS: at 54.64% examples, 722216 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:36,400 : INFO : EPOCH 11 - PROGRESS: at 55.00% examples, 722308 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:37,405 : INFO : EPOCH 11 - PROGRESS: at 55.37% examples, 722340 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:38,415 : INFO : EPOCH 11 - PROGRESS: at 55.72% examples, 722338 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:39,424 : INFO : EPOCH 11 - PROGRESS: at 56.09% examples, 722306 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:40,431 : INFO : EPOCH 11 - PROGRESS: at 56.46% examples, 722323 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:41,440 : INFO : EPOCH 11 - PROGRESS: at 56.82% examples, 722368 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:42,451 : INFO : EPOCH 11 - PROGRESS: at 57.16% examples, 722354 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:43,456 : INFO : EPOCH 11 - PROGRESS: at 57.53% examples, 722382 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:44,458 : INFO : EPOCH 11 - PROGRESS: at 57.87% examples, 722410 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:45,459 : INFO : EPOCH 11 - PROGRESS: at 58.21% examples, 722439 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:46,471 : INFO : EPOCH 11 - PROGRESS: at 58.59% examples, 722357 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:47,487 : INFO : EPOCH 11 - PROGRESS: at 58.93% examples, 722395 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:48,489 : INFO : EPOCH 11 - PROGRESS: at 59.29% examples, 722386 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:49,496 : INFO : EPOCH 11 - PROGRESS: at 59.64% examples, 722370 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:50,499 : INFO : EPOCH 11 - PROGRESS: at 59.99% examples, 722372 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:51,513 : INFO : EPOCH 11 - PROGRESS: at 60.34% examples, 722360 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:17:52,518 : INFO : EPOCH 11 - PROGRESS: at 60.70% examples, 722387 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:53,531 : INFO : EPOCH 11 - PROGRESS: at 61.08% examples, 722352 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:54,545 : INFO : EPOCH 11 - PROGRESS: at 61.42% examples, 722405 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:55,547 : INFO : EPOCH 11 - PROGRESS: at 61.77% examples, 722440 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:17:56,549 : INFO : EPOCH 11 - PROGRESS: at 62.12% examples, 722441 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:57,577 : INFO : EPOCH 11 - PROGRESS: at 62.48% examples, 722425 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:58,585 : INFO : EPOCH 11 - PROGRESS: at 62.83% examples, 722499 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:17:59,591 : INFO : EPOCH 11 - PROGRESS: at 63.19% examples, 722572 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:00,591 : INFO : EPOCH 11 - PROGRESS: at 63.53% examples, 722557 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:01,592 : INFO : EPOCH 11 - PROGRESS: at 63.88% examples, 722595 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:02,604 : INFO : EPOCH 11 - PROGRESS: at 64.22% examples, 722608 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:03,605 : INFO : EPOCH 11 - PROGRESS: at 64.56% examples, 722695 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:04,616 : INFO : EPOCH 11 - PROGRESS: at 64.94% examples, 722640 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:05,622 : INFO : EPOCH 11 - PROGRESS: at 65.29% examples, 722691 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:06,624 : INFO : EPOCH 11 - PROGRESS: at 65.66% examples, 722619 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:07,624 : INFO : EPOCH 11 - PROGRESS: at 65.98% examples, 722670 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:08,636 : INFO : EPOCH 11 - PROGRESS: at 66.33% examples, 722635 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:09,642 : INFO : EPOCH 11 - PROGRESS: at 66.70% examples, 722710 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:10,645 : INFO : EPOCH 11 - PROGRESS: at 67.05% examples, 722769 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:11,648 : INFO : EPOCH 11 - PROGRESS: at 67.40% examples, 722747 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:12,654 : INFO : EPOCH 11 - PROGRESS: at 67.75% examples, 722772 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:13,663 : INFO : EPOCH 11 - PROGRESS: at 68.11% examples, 722842 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:14,668 : INFO : EPOCH 11 - PROGRESS: at 68.43% examples, 722957 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:15,672 : INFO : EPOCH 11 - PROGRESS: at 68.78% examples, 723000 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:16,673 : INFO : EPOCH 11 - PROGRESS: at 69.15% examples, 723065 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:17,675 : INFO : EPOCH 11 - PROGRESS: at 69.50% examples, 723018 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:18:18,676 : INFO : EPOCH 11 - PROGRESS: at 69.84% examples, 723039 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:19,684 : INFO : EPOCH 11 - PROGRESS: at 70.18% examples, 723043 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:18:20,688 : INFO : EPOCH 11 - PROGRESS: at 70.51% examples, 723036 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:21,689 : INFO : EPOCH 11 - PROGRESS: at 70.86% examples, 723063 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:22,695 : INFO : EPOCH 11 - PROGRESS: at 71.21% examples, 723091 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:23,709 : INFO : EPOCH 11 - PROGRESS: at 71.58% examples, 723052 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:24,727 : INFO : EPOCH 11 - PROGRESS: at 71.95% examples, 723042 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:25,739 : INFO : EPOCH 11 - PROGRESS: at 72.31% examples, 723036 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:26,745 : INFO : EPOCH 11 - PROGRESS: at 72.66% examples, 723070 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:27,749 : INFO : EPOCH 11 - PROGRESS: at 72.99% examples, 723103 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:28,750 : INFO : EPOCH 11 - PROGRESS: at 73.35% examples, 723130 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:29,753 : INFO : EPOCH 11 - PROGRESS: at 73.68% examples, 723187 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:30,760 : INFO : EPOCH 11 - PROGRESS: at 74.01% examples, 723182 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:31,785 : INFO : EPOCH 11 - PROGRESS: at 74.35% examples, 723208 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:32,802 : INFO : EPOCH 11 - PROGRESS: at 74.71% examples, 723241 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:33,803 : INFO : EPOCH 11 - PROGRESS: at 75.04% examples, 723289 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:34,807 : INFO : EPOCH 11 - PROGRESS: at 75.41% examples, 723257 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:35,813 : INFO : EPOCH 11 - PROGRESS: at 75.75% examples, 723264 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:36,829 : INFO : EPOCH 11 - PROGRESS: at 76.12% examples, 723249 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:37,832 : INFO : EPOCH 11 - PROGRESS: at 76.47% examples, 723226 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:18:38,837 : INFO : EPOCH 11 - PROGRESS: at 76.82% examples, 723250 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:18:39,847 : INFO : EPOCH 11 - PROGRESS: at 77.18% examples, 723259 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:40,849 : INFO : EPOCH 11 - PROGRESS: at 77.53% examples, 723284 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:41,858 : INFO : EPOCH 11 - PROGRESS: at 77.88% examples, 723308 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:42,884 : INFO : EPOCH 11 - PROGRESS: at 78.24% examples, 723290 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:43,893 : INFO : EPOCH 11 - PROGRESS: at 78.62% examples, 723262 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:44,908 : INFO : EPOCH 11 - PROGRESS: at 78.96% examples, 723266 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:45,914 : INFO : EPOCH 11 - PROGRESS: at 79.31% examples, 723321 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:18:46,918 : INFO : EPOCH 11 - PROGRESS: at 79.67% examples, 723289 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:18:47,919 : INFO : EPOCH 11 - PROGRESS: at 80.02% examples, 723307 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:18:48,919 : INFO : EPOCH 11 - PROGRESS: at 80.37% examples, 723332 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:49,924 : INFO : EPOCH 11 - PROGRESS: at 80.72% examples, 723349 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:50,926 : INFO : EPOCH 11 - PROGRESS: at 81.08% examples, 723364 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:51,933 : INFO : EPOCH 11 - PROGRESS: at 81.43% examples, 723350 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:52,949 : INFO : EPOCH 11 - PROGRESS: at 81.79% examples, 723367 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:53,969 : INFO : EPOCH 11 - PROGRESS: at 82.14% examples, 723392 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:54,985 : INFO : EPOCH 11 - PROGRESS: at 82.51% examples, 723374 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:55,992 : INFO : EPOCH 11 - PROGRESS: at 82.90% examples, 723368 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:56,996 : INFO : EPOCH 11 - PROGRESS: at 83.24% examples, 723437 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:58,003 : INFO : EPOCH 11 - PROGRESS: at 83.58% examples, 723446 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:18:59,015 : INFO : EPOCH 11 - PROGRESS: at 83.96% examples, 723422 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:00,027 : INFO : EPOCH 11 - PROGRESS: at 84.30% examples, 723381 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:01,035 : INFO : EPOCH 11 - PROGRESS: at 84.65% examples, 723431 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:02,045 : INFO : EPOCH 11 - PROGRESS: at 84.99% examples, 723454 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:03,065 : INFO : EPOCH 11 - PROGRESS: at 85.35% examples, 723424 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:04,070 : INFO : EPOCH 11 - PROGRESS: at 85.69% examples, 723475 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:05,094 : INFO : EPOCH 11 - PROGRESS: at 86.05% examples, 723448 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:06,096 : INFO : EPOCH 11 - PROGRESS: at 86.43% examples, 723467 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:07,098 : INFO : EPOCH 11 - PROGRESS: at 86.79% examples, 723446 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:08,110 : INFO : EPOCH 11 - PROGRESS: at 87.14% examples, 723436 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:09,130 : INFO : EPOCH 11 - PROGRESS: at 87.49% examples, 723452 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:10,138 : INFO : EPOCH 11 - PROGRESS: at 87.85% examples, 723505 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:11,141 : INFO : EPOCH 11 - PROGRESS: at 88.20% examples, 723526 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:12,160 : INFO : EPOCH 11 - PROGRESS: at 88.55% examples, 723481 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:13,162 : INFO : EPOCH 11 - PROGRESS: at 88.92% examples, 723461 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:19:14,166 : INFO : EPOCH 11 - PROGRESS: at 89.26% examples, 723512 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:15,167 : INFO : EPOCH 11 - PROGRESS: at 89.61% examples, 723516 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:16,170 : INFO : EPOCH 11 - PROGRESS: at 89.99% examples, 723496 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:17,178 : INFO : EPOCH 11 - PROGRESS: at 90.34% examples, 723535 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:18,190 : INFO : EPOCH 11 - PROGRESS: at 90.70% examples, 723531 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:19,191 : INFO : EPOCH 11 - PROGRESS: at 91.06% examples, 723548 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:20,192 : INFO : EPOCH 11 - PROGRESS: at 91.40% examples, 723530 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:21,208 : INFO : EPOCH 11 - PROGRESS: at 91.75% examples, 723542 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:22,210 : INFO : EPOCH 11 - PROGRESS: at 92.12% examples, 723526 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:23,217 : INFO : EPOCH 11 - PROGRESS: at 92.44% examples, 723501 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:24,226 : INFO : EPOCH 11 - PROGRESS: at 92.77% examples, 723258 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:25,229 : INFO : EPOCH 11 - PROGRESS: at 93.07% examples, 723047 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:26,230 : INFO : EPOCH 11 - PROGRESS: at 93.38% examples, 722827 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:27,230 : INFO : EPOCH 11 - PROGRESS: at 93.70% examples, 722579 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:28,231 : INFO : EPOCH 11 - PROGRESS: at 94.00% examples, 722374 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:29,243 : INFO : EPOCH 11 - PROGRESS: at 94.32% examples, 722098 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:30,246 : INFO : EPOCH 11 - PROGRESS: at 94.65% examples, 721824 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:31,258 : INFO : EPOCH 11 - PROGRESS: at 94.98% examples, 721577 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:32,267 : INFO : EPOCH 11 - PROGRESS: at 95.32% examples, 721334 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:19:33,282 : INFO : EPOCH 11 - PROGRESS: at 95.65% examples, 721105 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:34,296 : INFO : EPOCH 11 - PROGRESS: at 95.99% examples, 720885 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:35,316 : INFO : EPOCH 11 - PROGRESS: at 96.31% examples, 720658 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:36,329 : INFO : EPOCH 11 - PROGRESS: at 96.64% examples, 720377 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:37,334 : INFO : EPOCH 11 - PROGRESS: at 96.97% examples, 720171 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:38,342 : INFO : EPOCH 11 - PROGRESS: at 97.26% examples, 719960 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:39,343 : INFO : EPOCH 11 - PROGRESS: at 97.58% examples, 719720 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:40,354 : INFO : EPOCH 11 - PROGRESS: at 97.87% examples, 719423 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:41,365 : INFO : EPOCH 11 - PROGRESS: at 98.14% examples, 719090 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:19:42,374 : INFO : EPOCH 11 - PROGRESS: at 98.43% examples, 718735 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:43,382 : INFO : EPOCH 11 - PROGRESS: at 98.75% examples, 718415 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:44,391 : INFO : EPOCH 11 - PROGRESS: at 99.03% examples, 717832 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:45,404 : INFO : EPOCH 11 - PROGRESS: at 99.32% examples, 717402 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:46,419 : INFO : EPOCH 11 - PROGRESS: at 99.67% examples, 717448 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:47,295 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 21:19:47,306 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 21:19:47,315 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 21:19:47,321 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 21:19:47,321 : INFO : EPOCH - 11 : training on 266101604 raw words (206716314 effective words) took 288.1s, 717471 effective words/s
2020-07-24 21:19:48,342 : INFO : EPOCH 12 - PROGRESS: at 0.33% examples, 698938 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:49,345 : INFO : EPOCH 12 - PROGRESS: at 0.67% examples, 710401 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:50,355 : INFO : EPOCH 12 - PROGRESS: at 1.05% examples, 715510 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:51,358 : INFO : EPOCH 12 - PROGRESS: at 1.38% examples, 714601 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:52,369 : INFO : EPOCH 12 - PROGRESS: at 1.73% examples, 718433 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:53,385 : INFO : EPOCH 12 - PROGRESS: at 2.08% examples, 719867 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:54,386 : INFO : EPOCH 12 - PROGRESS: at 2.42% examples, 721977 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:55,389 : INFO : EPOCH 12 - PROGRESS: at 2.79% examples, 720510 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:56,404 : INFO : EPOCH 12 - PROGRESS: at 3.15% examples, 719773 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:19:57,406 : INFO : EPOCH 12 - PROGRESS: at 3.49% examples, 720114 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:58,412 : INFO : EPOCH 12 - PROGRESS: at 3.82% examples, 721286 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:19:59,415 : INFO : EPOCH 12 - PROGRESS: at 4.15% examples, 720652 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:00,429 : INFO : EPOCH 12 - PROGRESS: at 4.51% examples, 721141 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:01,435 : INFO : EPOCH 12 - PROGRESS: at 4.83% examples, 720985 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:02,436 : INFO : EPOCH 12 - PROGRESS: at 5.19% examples, 721841 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:03,440 : INFO : EPOCH 12 - PROGRESS: at 5.55% examples, 721675 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:04,448 : INFO : EPOCH 12 - PROGRESS: at 5.92% examples, 721060 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:05,452 : INFO : EPOCH 12 - PROGRESS: at 6.25% examples, 721354 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:20:06,454 : INFO : EPOCH 12 - PROGRESS: at 6.61% examples, 721347 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:07,478 : INFO : EPOCH 12 - PROGRESS: at 6.97% examples, 721081 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:08,484 : INFO : EPOCH 12 - PROGRESS: at 7.34% examples, 721098 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:09,492 : INFO : EPOCH 12 - PROGRESS: at 7.69% examples, 721092 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:10,506 : INFO : EPOCH 12 - PROGRESS: at 8.05% examples, 721226 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:11,515 : INFO : EPOCH 12 - PROGRESS: at 8.43% examples, 721062 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:12,518 : INFO : EPOCH 12 - PROGRESS: at 8.76% examples, 720927 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:13,520 : INFO : EPOCH 12 - PROGRESS: at 9.10% examples, 721243 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:14,527 : INFO : EPOCH 12 - PROGRESS: at 9.44% examples, 721475 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:15,533 : INFO : EPOCH 12 - PROGRESS: at 9.76% examples, 721467 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:16,536 : INFO : EPOCH 12 - PROGRESS: at 10.10% examples, 721731 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:17,558 : INFO : EPOCH 12 - PROGRESS: at 10.45% examples, 721664 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:20:18,560 : INFO : EPOCH 12 - PROGRESS: at 10.81% examples, 721432 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:19,564 : INFO : EPOCH 12 - PROGRESS: at 11.16% examples, 721296 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:20,568 : INFO : EPOCH 12 - PROGRESS: at 11.52% examples, 721160 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:21,588 : INFO : EPOCH 12 - PROGRESS: at 11.90% examples, 721086 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:20:22,592 : INFO : EPOCH 12 - PROGRESS: at 12.23% examples, 721604 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:23,601 : INFO : EPOCH 12 - PROGRESS: at 12.57% examples, 720760 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:24,601 : INFO : EPOCH 12 - PROGRESS: at 12.92% examples, 720678 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:25,606 : INFO : EPOCH 12 - PROGRESS: at 13.27% examples, 720568 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:26,610 : INFO : EPOCH 12 - PROGRESS: at 13.63% examples, 720796 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:27,613 : INFO : EPOCH 12 - PROGRESS: at 14.00% examples, 720783 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:28,619 : INFO : EPOCH 12 - PROGRESS: at 14.36% examples, 720632 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:29,623 : INFO : EPOCH 12 - PROGRESS: at 14.73% examples, 720929 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:30,634 : INFO : EPOCH 12 - PROGRESS: at 15.06% examples, 721180 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:31,637 : INFO : EPOCH 12 - PROGRESS: at 15.44% examples, 721051 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:32,661 : INFO : EPOCH 12 - PROGRESS: at 15.80% examples, 721038 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:20:33,661 : INFO : EPOCH 12 - PROGRESS: at 16.17% examples, 721194 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:34,664 : INFO : EPOCH 12 - PROGRESS: at 16.53% examples, 721142 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:35,672 : INFO : EPOCH 12 - PROGRESS: at 16.88% examples, 721081 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:20:36,686 : INFO : EPOCH 12 - PROGRESS: at 17.24% examples, 720959 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:20:37,705 : INFO : EPOCH 12 - PROGRESS: at 17.62% examples, 720868 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:38,718 : INFO : EPOCH 12 - PROGRESS: at 17.98% examples, 721043 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:39,721 : INFO : EPOCH 12 - PROGRESS: at 18.33% examples, 721082 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:40,728 : INFO : EPOCH 12 - PROGRESS: at 18.67% examples, 721004 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:41,730 : INFO : EPOCH 12 - PROGRESS: at 19.01% examples, 720925 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:42,732 : INFO : EPOCH 12 - PROGRESS: at 19.38% examples, 720892 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:43,737 : INFO : EPOCH 12 - PROGRESS: at 19.73% examples, 720904 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:44,740 : INFO : EPOCH 12 - PROGRESS: at 20.08% examples, 721011 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:45,741 : INFO : EPOCH 12 - PROGRESS: at 20.42% examples, 720939 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:20:46,746 : INFO : EPOCH 12 - PROGRESS: at 20.77% examples, 721060 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:47,752 : INFO : EPOCH 12 - PROGRESS: at 21.11% examples, 721039 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:20:48,759 : INFO : EPOCH 12 - PROGRESS: at 21.46% examples, 721200 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:49,790 : INFO : EPOCH 12 - PROGRESS: at 21.79% examples, 721209 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:50,803 : INFO : EPOCH 12 - PROGRESS: at 22.18% examples, 721387 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:51,812 : INFO : EPOCH 12 - PROGRESS: at 22.53% examples, 721542 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:52,829 : INFO : EPOCH 12 - PROGRESS: at 22.88% examples, 721620 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:53,830 : INFO : EPOCH 12 - PROGRESS: at 23.21% examples, 721891 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:54,831 : INFO : EPOCH 12 - PROGRESS: at 23.56% examples, 721844 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:55,841 : INFO : EPOCH 12 - PROGRESS: at 23.90% examples, 721766 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:56,843 : INFO : EPOCH 12 - PROGRESS: at 24.26% examples, 721772 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:57,853 : INFO : EPOCH 12 - PROGRESS: at 24.65% examples, 721801 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:58,868 : INFO : EPOCH 12 - PROGRESS: at 25.01% examples, 721735 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:20:59,868 : INFO : EPOCH 12 - PROGRESS: at 25.35% examples, 721655 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:00,869 : INFO : EPOCH 12 - PROGRESS: at 25.70% examples, 721800 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:01,869 : INFO : EPOCH 12 - PROGRESS: at 26.05% examples, 721767 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:02,873 : INFO : EPOCH 12 - PROGRESS: at 26.39% examples, 721663 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:03,883 : INFO : EPOCH 12 - PROGRESS: at 26.75% examples, 721816 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:04,887 : INFO : EPOCH 12 - PROGRESS: at 27.11% examples, 721770 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:05,895 : INFO : EPOCH 12 - PROGRESS: at 27.47% examples, 721799 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:06,904 : INFO : EPOCH 12 - PROGRESS: at 27.81% examples, 721734 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:07,930 : INFO : EPOCH 12 - PROGRESS: at 28.14% examples, 721138 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:21:08,944 : INFO : EPOCH 12 - PROGRESS: at 28.49% examples, 720270 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:09,946 : INFO : EPOCH 12 - PROGRESS: at 28.82% examples, 719632 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:10,953 : INFO : EPOCH 12 - PROGRESS: at 29.13% examples, 718809 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:11,955 : INFO : EPOCH 12 - PROGRESS: at 29.46% examples, 718075 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:12,956 : INFO : EPOCH 12 - PROGRESS: at 29.78% examples, 717417 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:13,959 : INFO : EPOCH 12 - PROGRESS: at 30.11% examples, 716633 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:14,960 : INFO : EPOCH 12 - PROGRESS: at 30.43% examples, 715875 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:21:15,985 : INFO : EPOCH 12 - PROGRESS: at 30.77% examples, 715186 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:21:16,997 : INFO : EPOCH 12 - PROGRESS: at 31.09% examples, 714562 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:18,005 : INFO : EPOCH 12 - PROGRESS: at 31.40% examples, 714029 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:21:19,013 : INFO : EPOCH 12 - PROGRESS: at 31.72% examples, 713311 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:20,027 : INFO : EPOCH 12 - PROGRESS: at 32.07% examples, 712698 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:21,052 : INFO : EPOCH 12 - PROGRESS: at 32.40% examples, 711965 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:22,058 : INFO : EPOCH 12 - PROGRESS: at 32.74% examples, 711441 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:23,066 : INFO : EPOCH 12 - PROGRESS: at 33.10% examples, 710797 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:24,071 : INFO : EPOCH 12 - PROGRESS: at 33.42% examples, 710322 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:25,074 : INFO : EPOCH 12 - PROGRESS: at 33.71% examples, 709845 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:26,079 : INFO : EPOCH 12 - PROGRESS: at 34.04% examples, 709235 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:21:27,084 : INFO : EPOCH 12 - PROGRESS: at 34.36% examples, 708821 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:21:28,098 : INFO : EPOCH 12 - PROGRESS: at 34.70% examples, 708233 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:21:29,098 : INFO : EPOCH 12 - PROGRESS: at 35.01% examples, 707704 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:21:30,105 : INFO : EPOCH 12 - PROGRESS: at 35.32% examples, 707216 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:31,114 : INFO : EPOCH 12 - PROGRESS: at 35.65% examples, 706758 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:32,114 : INFO : EPOCH 12 - PROGRESS: at 35.98% examples, 706275 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:21:33,137 : INFO : EPOCH 12 - PROGRESS: at 36.31% examples, 705800 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:34,156 : INFO : EPOCH 12 - PROGRESS: at 36.65% examples, 705356 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:21:35,158 : INFO : EPOCH 12 - PROGRESS: at 36.97% examples, 704854 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:36,180 : INFO : EPOCH 12 - PROGRESS: at 37.27% examples, 704349 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:37,187 : INFO : EPOCH 12 - PROGRESS: at 37.55% examples, 703965 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:38,189 : INFO : EPOCH 12 - PROGRESS: at 37.85% examples, 703691 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:39,194 : INFO : EPOCH 12 - PROGRESS: at 38.17% examples, 703287 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:40,200 : INFO : EPOCH 12 - PROGRESS: at 38.51% examples, 702815 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:41,206 : INFO : EPOCH 12 - PROGRESS: at 38.84% examples, 702368 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:42,207 : INFO : EPOCH 12 - PROGRESS: at 39.16% examples, 701951 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:43,211 : INFO : EPOCH 12 - PROGRESS: at 39.46% examples, 701576 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:44,223 : INFO : EPOCH 12 - PROGRESS: at 39.78% examples, 701253 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:45,253 : INFO : EPOCH 12 - PROGRESS: at 40.10% examples, 700701 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:21:46,262 : INFO : EPOCH 12 - PROGRESS: at 40.41% examples, 700412 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:47,268 : INFO : EPOCH 12 - PROGRESS: at 40.70% examples, 700005 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:48,269 : INFO : EPOCH 12 - PROGRESS: at 41.00% examples, 699803 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:49,276 : INFO : EPOCH 12 - PROGRESS: at 41.32% examples, 699471 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:50,288 : INFO : EPOCH 12 - PROGRESS: at 41.63% examples, 699037 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:51,290 : INFO : EPOCH 12 - PROGRESS: at 41.94% examples, 698659 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:21:52,292 : INFO : EPOCH 12 - PROGRESS: at 42.27% examples, 698405 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:53,296 : INFO : EPOCH 12 - PROGRESS: at 42.59% examples, 698031 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:54,298 : INFO : EPOCH 12 - PROGRESS: at 42.87% examples, 697854 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:55,304 : INFO : EPOCH 12 - PROGRESS: at 43.21% examples, 697545 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:56,306 : INFO : EPOCH 12 - PROGRESS: at 43.53% examples, 697190 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:21:57,308 : INFO : EPOCH 12 - PROGRESS: at 43.83% examples, 696906 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:58,329 : INFO : EPOCH 12 - PROGRESS: at 44.17% examples, 696457 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:21:59,349 : INFO : EPOCH 12 - PROGRESS: at 44.50% examples, 696232 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:22:00,360 : INFO : EPOCH 12 - PROGRESS: at 44.83% examples, 695898 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:01,361 : INFO : EPOCH 12 - PROGRESS: at 45.14% examples, 695634 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:02,379 : INFO : EPOCH 12 - PROGRESS: at 45.48% examples, 695272 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:03,399 : INFO : EPOCH 12 - PROGRESS: at 45.82% examples, 694959 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:04,416 : INFO : EPOCH 12 - PROGRESS: at 46.14% examples, 694704 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:05,429 : INFO : EPOCH 12 - PROGRESS: at 46.46% examples, 694539 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:22:06,430 : INFO : EPOCH 12 - PROGRESS: at 46.76% examples, 694297 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:22:07,441 : INFO : EPOCH 12 - PROGRESS: at 47.06% examples, 694015 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:08,460 : INFO : EPOCH 12 - PROGRESS: at 47.38% examples, 693808 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:09,471 : INFO : EPOCH 12 - PROGRESS: at 47.70% examples, 693567 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:10,479 : INFO : EPOCH 12 - PROGRESS: at 48.04% examples, 693342 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:11,488 : INFO : EPOCH 12 - PROGRESS: at 48.36% examples, 693115 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:12,504 : INFO : EPOCH 12 - PROGRESS: at 48.67% examples, 692964 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:13,509 : INFO : EPOCH 12 - PROGRESS: at 48.99% examples, 692740 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:14,518 : INFO : EPOCH 12 - PROGRESS: at 49.32% examples, 692514 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:15,523 : INFO : EPOCH 12 - PROGRESS: at 49.67% examples, 692210 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:16,532 : INFO : EPOCH 12 - PROGRESS: at 49.98% examples, 691961 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:17,569 : INFO : EPOCH 12 - PROGRESS: at 50.32% examples, 691665 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:22:18,576 : INFO : EPOCH 12 - PROGRESS: at 50.62% examples, 691537 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:22:19,589 : INFO : EPOCH 12 - PROGRESS: at 50.93% examples, 691270 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:20,614 : INFO : EPOCH 12 - PROGRESS: at 51.22% examples, 690820 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:21,618 : INFO : EPOCH 12 - PROGRESS: at 51.55% examples, 690372 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:22,638 : INFO : EPOCH 12 - PROGRESS: at 51.88% examples, 690133 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:23,642 : INFO : EPOCH 12 - PROGRESS: at 52.19% examples, 689896 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:24,654 : INFO : EPOCH 12 - PROGRESS: at 52.51% examples, 689632 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:25,663 : INFO : EPOCH 12 - PROGRESS: at 52.83% examples, 689351 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:26,670 : INFO : EPOCH 12 - PROGRESS: at 53.15% examples, 689113 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:27,676 : INFO : EPOCH 12 - PROGRESS: at 53.46% examples, 688775 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:28,679 : INFO : EPOCH 12 - PROGRESS: at 53.73% examples, 688035 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:29,692 : INFO : EPOCH 12 - PROGRESS: at 54.01% examples, 687429 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:30,698 : INFO : EPOCH 12 - PROGRESS: at 54.40% examples, 687624 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:31,704 : INFO : EPOCH 12 - PROGRESS: at 54.76% examples, 687872 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:32,713 : INFO : EPOCH 12 - PROGRESS: at 55.13% examples, 687989 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:22:33,717 : INFO : EPOCH 12 - PROGRESS: at 55.45% examples, 687859 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:34,718 : INFO : EPOCH 12 - PROGRESS: at 55.79% examples, 687657 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:22:35,730 : INFO : EPOCH 12 - PROGRESS: at 56.11% examples, 687412 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:36,743 : INFO : EPOCH 12 - PROGRESS: at 56.45% examples, 687180 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:37,751 : INFO : EPOCH 12 - PROGRESS: at 56.77% examples, 687005 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:38,763 : INFO : EPOCH 12 - PROGRESS: at 57.07% examples, 686853 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:39,774 : INFO : EPOCH 12 - PROGRESS: at 57.42% examples, 686648 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:40,782 : INFO : EPOCH 12 - PROGRESS: at 57.73% examples, 686482 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:22:41,785 : INFO : EPOCH 12 - PROGRESS: at 58.04% examples, 686379 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:42,792 : INFO : EPOCH 12 - PROGRESS: at 58.37% examples, 686193 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:22:43,796 : INFO : EPOCH 12 - PROGRESS: at 58.71% examples, 686013 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:44,797 : INFO : EPOCH 12 - PROGRESS: at 59.01% examples, 685825 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:22:45,803 : INFO : EPOCH 12 - PROGRESS: at 59.32% examples, 685676 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:46,804 : INFO : EPOCH 12 - PROGRESS: at 59.65% examples, 685496 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:22:47,809 : INFO : EPOCH 12 - PROGRESS: at 59.96% examples, 685315 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:48,815 : INFO : EPOCH 12 - PROGRESS: at 60.28% examples, 685198 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:49,816 : INFO : EPOCH 12 - PROGRESS: at 60.60% examples, 685011 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:50,817 : INFO : EPOCH 12 - PROGRESS: at 60.95% examples, 684823 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:51,828 : INFO : EPOCH 12 - PROGRESS: at 61.27% examples, 684698 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:52,843 : INFO : EPOCH 12 - PROGRESS: at 61.57% examples, 684573 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:53,850 : INFO : EPOCH 12 - PROGRESS: at 61.89% examples, 684441 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:54,855 : INFO : EPOCH 12 - PROGRESS: at 62.22% examples, 684228 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:22:55,858 : INFO : EPOCH 12 - PROGRESS: at 62.54% examples, 684055 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:22:56,869 : INFO : EPOCH 12 - PROGRESS: at 62.85% examples, 683882 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:22:57,883 : INFO : EPOCH 12 - PROGRESS: at 63.18% examples, 683768 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:22:58,898 : INFO : EPOCH 12 - PROGRESS: at 63.49% examples, 683641 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:22:59,910 : INFO : EPOCH 12 - PROGRESS: at 63.80% examples, 683494 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:00,911 : INFO : EPOCH 12 - PROGRESS: at 64.11% examples, 683354 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:23:01,912 : INFO : EPOCH 12 - PROGRESS: at 64.42% examples, 683166 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:02,925 : INFO : EPOCH 12 - PROGRESS: at 64.75% examples, 683014 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:03,930 : INFO : EPOCH 12 - PROGRESS: at 65.07% examples, 682898 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:04,938 : INFO : EPOCH 12 - PROGRESS: at 65.41% examples, 682778 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:05,945 : INFO : EPOCH 12 - PROGRESS: at 65.73% examples, 682673 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:06,945 : INFO : EPOCH 12 - PROGRESS: at 66.04% examples, 682566 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:07,956 : INFO : EPOCH 12 - PROGRESS: at 66.34% examples, 682428 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:08,977 : INFO : EPOCH 12 - PROGRESS: at 66.68% examples, 682286 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:09,983 : INFO : EPOCH 12 - PROGRESS: at 66.99% examples, 682228 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:10,983 : INFO : EPOCH 12 - PROGRESS: at 67.32% examples, 682151 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:11,990 : INFO : EPOCH 12 - PROGRESS: at 67.64% examples, 681967 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:23:12,994 : INFO : EPOCH 12 - PROGRESS: at 67.95% examples, 681856 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:13,998 : INFO : EPOCH 12 - PROGRESS: at 68.27% examples, 681760 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:15,002 : INFO : EPOCH 12 - PROGRESS: at 68.56% examples, 681720 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:16,011 : INFO : EPOCH 12 - PROGRESS: at 68.89% examples, 681601 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:17,013 : INFO : EPOCH 12 - PROGRESS: at 69.22% examples, 681490 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:18,013 : INFO : EPOCH 12 - PROGRESS: at 69.53% examples, 681416 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:19,023 : INFO : EPOCH 12 - PROGRESS: at 69.84% examples, 681287 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:20,033 : INFO : EPOCH 12 - PROGRESS: at 70.14% examples, 681165 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:23:21,051 : INFO : EPOCH 12 - PROGRESS: at 70.46% examples, 681077 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:23:22,052 : INFO : EPOCH 12 - PROGRESS: at 70.78% examples, 680998 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:23,053 : INFO : EPOCH 12 - PROGRESS: at 71.09% examples, 680902 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:24,070 : INFO : EPOCH 12 - PROGRESS: at 71.42% examples, 680773 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:25,085 : INFO : EPOCH 12 - PROGRESS: at 71.75% examples, 680695 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:26,096 : INFO : EPOCH 12 - PROGRESS: at 72.09% examples, 680584 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:23:27,125 : INFO : EPOCH 12 - PROGRESS: at 72.42% examples, 680441 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:23:28,128 : INFO : EPOCH 12 - PROGRESS: at 72.73% examples, 680351 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:29,133 : INFO : EPOCH 12 - PROGRESS: at 73.04% examples, 680281 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:30,135 : INFO : EPOCH 12 - PROGRESS: at 73.37% examples, 680199 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:31,144 : INFO : EPOCH 12 - PROGRESS: at 73.66% examples, 680116 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:32,156 : INFO : EPOCH 12 - PROGRESS: at 73.97% examples, 680029 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:33,159 : INFO : EPOCH 12 - PROGRESS: at 74.26% examples, 679998 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:34,169 : INFO : EPOCH 12 - PROGRESS: at 74.59% examples, 679820 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:35,171 : INFO : EPOCH 12 - PROGRESS: at 74.89% examples, 679776 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:36,190 : INFO : EPOCH 12 - PROGRESS: at 75.21% examples, 679656 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:37,208 : INFO : EPOCH 12 - PROGRESS: at 75.53% examples, 679529 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:38,211 : INFO : EPOCH 12 - PROGRESS: at 75.83% examples, 679441 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:39,222 : INFO : EPOCH 12 - PROGRESS: at 76.19% examples, 679345 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:40,234 : INFO : EPOCH 12 - PROGRESS: at 76.50% examples, 679221 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:41,241 : INFO : EPOCH 12 - PROGRESS: at 76.84% examples, 679169 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:42,243 : INFO : EPOCH 12 - PROGRESS: at 77.16% examples, 679116 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:43,251 : INFO : EPOCH 12 - PROGRESS: at 77.47% examples, 679006 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:44,259 : INFO : EPOCH 12 - PROGRESS: at 77.79% examples, 678923 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:45,290 : INFO : EPOCH 12 - PROGRESS: at 78.13% examples, 678807 words/s, in_qsize 8, out_qsize 2
2020-07-24 21:23:46,300 : INFO : EPOCH 12 - PROGRESS: at 78.45% examples, 678746 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:47,301 : INFO : EPOCH 12 - PROGRESS: at 78.78% examples, 678704 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:48,310 : INFO : EPOCH 12 - PROGRESS: at 79.11% examples, 678608 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:49,313 : INFO : EPOCH 12 - PROGRESS: at 79.41% examples, 678541 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:50,334 : INFO : EPOCH 12 - PROGRESS: at 79.74% examples, 678400 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:51,340 : INFO : EPOCH 12 - PROGRESS: at 80.06% examples, 678321 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:52,347 : INFO : EPOCH 12 - PROGRESS: at 80.38% examples, 678219 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:23:53,357 : INFO : EPOCH 12 - PROGRESS: at 80.70% examples, 678155 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:54,362 : INFO : EPOCH 12 - PROGRESS: at 81.02% examples, 678087 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:55,370 : INFO : EPOCH 12 - PROGRESS: at 81.36% examples, 677990 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:56,376 : INFO : EPOCH 12 - PROGRESS: at 81.66% examples, 677902 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:23:57,389 : INFO : EPOCH 12 - PROGRESS: at 81.98% examples, 677846 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:58,398 : INFO : EPOCH 12 - PROGRESS: at 82.31% examples, 677737 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:23:59,403 : INFO : EPOCH 12 - PROGRESS: at 82.65% examples, 677648 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:00,406 : INFO : EPOCH 12 - PROGRESS: at 82.99% examples, 677527 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:01,408 : INFO : EPOCH 12 - PROGRESS: at 83.29% examples, 677483 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:02,431 : INFO : EPOCH 12 - PROGRESS: at 83.61% examples, 677386 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:03,439 : INFO : EPOCH 12 - PROGRESS: at 83.95% examples, 677304 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:04,451 : INFO : EPOCH 12 - PROGRESS: at 84.26% examples, 677202 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:05,458 : INFO : EPOCH 12 - PROGRESS: at 84.57% examples, 677183 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:06,464 : INFO : EPOCH 12 - PROGRESS: at 84.88% examples, 677090 words/s, in_qsize 8, out_qsize 1
2020-07-24 21:24:07,466 : INFO : EPOCH 12 - PROGRESS: at 85.20% examples, 677014 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:08,487 : INFO : EPOCH 12 - PROGRESS: at 85.52% examples, 676891 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:09,488 : INFO : EPOCH 12 - PROGRESS: at 85.83% examples, 676860 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:24:10,501 : INFO : EPOCH 12 - PROGRESS: at 86.16% examples, 676764 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:11,519 : INFO : EPOCH 12 - PROGRESS: at 86.50% examples, 676671 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:12,520 : INFO : EPOCH 12 - PROGRESS: at 86.84% examples, 676632 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:13,530 : INFO : EPOCH 12 - PROGRESS: at 87.15% examples, 676529 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:14,531 : INFO : EPOCH 12 - PROGRESS: at 87.48% examples, 676478 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:15,532 : INFO : EPOCH 12 - PROGRESS: at 87.79% examples, 676427 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:16,555 : INFO : EPOCH 12 - PROGRESS: at 88.11% examples, 676363 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:17,566 : INFO : EPOCH 12 - PROGRESS: at 88.43% examples, 676295 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:18,575 : INFO : EPOCH 12 - PROGRESS: at 88.77% examples, 676203 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:19,588 : INFO : EPOCH 12 - PROGRESS: at 89.09% examples, 676143 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:20,598 : INFO : EPOCH 12 - PROGRESS: at 89.41% examples, 676094 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:21,600 : INFO : EPOCH 12 - PROGRESS: at 89.74% examples, 676052 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:22,609 : INFO : EPOCH 12 - PROGRESS: at 90.06% examples, 675983 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:23,613 : INFO : EPOCH 12 - PROGRESS: at 90.38% examples, 675871 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:24,618 : INFO : EPOCH 12 - PROGRESS: at 90.71% examples, 675802 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:24:25,641 : INFO : EPOCH 12 - PROGRESS: at 91.03% examples, 675690 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:24:26,646 : INFO : EPOCH 12 - PROGRESS: at 91.36% examples, 675657 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:27,658 : INFO : EPOCH 12 - PROGRESS: at 91.67% examples, 675583 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:24:28,664 : INFO : EPOCH 12 - PROGRESS: at 92.01% examples, 675500 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:29,664 : INFO : EPOCH 12 - PROGRESS: at 92.32% examples, 675463 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:30,678 : INFO : EPOCH 12 - PROGRESS: at 92.61% examples, 675432 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:31,697 : INFO : EPOCH 12 - PROGRESS: at 92.94% examples, 675340 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:32,714 : INFO : EPOCH 12 - PROGRESS: at 93.25% examples, 675310 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:33,722 : INFO : EPOCH 12 - PROGRESS: at 93.57% examples, 675280 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:34,727 : INFO : EPOCH 12 - PROGRESS: at 93.87% examples, 675257 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:35,747 : INFO : EPOCH 12 - PROGRESS: at 94.19% examples, 675181 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:36,748 : INFO : EPOCH 12 - PROGRESS: at 94.51% examples, 675125 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:24:37,751 : INFO : EPOCH 12 - PROGRESS: at 94.85% examples, 675063 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:38,755 : INFO : EPOCH 12 - PROGRESS: at 95.19% examples, 674987 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:39,765 : INFO : EPOCH 12 - PROGRESS: at 95.53% examples, 674912 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:40,769 : INFO : EPOCH 12 - PROGRESS: at 95.86% examples, 674852 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:41,780 : INFO : EPOCH 12 - PROGRESS: at 96.18% examples, 674846 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:42,801 : INFO : EPOCH 12 - PROGRESS: at 96.52% examples, 674757 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:43,804 : INFO : EPOCH 12 - PROGRESS: at 96.82% examples, 674714 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:44,809 : INFO : EPOCH 12 - PROGRESS: at 97.15% examples, 674691 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:45,816 : INFO : EPOCH 12 - PROGRESS: at 97.46% examples, 674610 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:24:46,825 : INFO : EPOCH 12 - PROGRESS: at 97.77% examples, 674577 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:47,838 : INFO : EPOCH 12 - PROGRESS: at 98.07% examples, 674539 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:48,852 : INFO : EPOCH 12 - PROGRESS: at 98.36% examples, 674495 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:49,858 : INFO : EPOCH 12 - PROGRESS: at 98.69% examples, 674424 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:24:50,861 : INFO : EPOCH 12 - PROGRESS: at 99.02% examples, 674382 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:51,873 : INFO : EPOCH 12 - PROGRESS: at 99.34% examples, 674324 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:52,876 : INFO : EPOCH 12 - PROGRESS: at 99.65% examples, 674287 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:53,877 : INFO : EPOCH 12 - PROGRESS: at 99.98% examples, 674224 words/s, in_qsize 4, out_qsize 0
2020-07-24 21:24:53,883 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 21:24:53,888 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 21:24:53,905 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 21:24:53,911 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 21:24:53,912 : INFO : EPOCH - 12 : training on 266101604 raw words (206712829 effective words) took 306.6s, 674238 effective words/s
2020-07-24 21:24:54,918 : INFO : EPOCH 13 - PROGRESS: at 0.30% examples, 648988 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:55,923 : INFO : EPOCH 13 - PROGRESS: at 0.61% examples, 653036 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:56,928 : INFO : EPOCH 13 - PROGRESS: at 0.94% examples, 657368 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:57,941 : INFO : EPOCH 13 - PROGRESS: at 1.27% examples, 656391 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:24:58,948 : INFO : EPOCH 13 - PROGRESS: at 1.58% examples, 659188 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:24:59,951 : INFO : EPOCH 13 - PROGRESS: at 1.89% examples, 657719 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:00,967 : INFO : EPOCH 13 - PROGRESS: at 2.21% examples, 655576 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:01,975 : INFO : EPOCH 13 - PROGRESS: at 2.51% examples, 654288 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:02,977 : INFO : EPOCH 13 - PROGRESS: at 2.84% examples, 651310 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:03,987 : INFO : EPOCH 13 - PROGRESS: at 3.15% examples, 649319 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:04,992 : INFO : EPOCH 13 - PROGRESS: at 3.46% examples, 647704 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:25:06,000 : INFO : EPOCH 13 - PROGRESS: at 3.73% examples, 648186 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:07,013 : INFO : EPOCH 13 - PROGRESS: at 4.00% examples, 642881 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:08,024 : INFO : EPOCH 13 - PROGRESS: at 4.31% examples, 638729 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:25:09,032 : INFO : EPOCH 13 - PROGRESS: at 4.64% examples, 643582 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:10,032 : INFO : EPOCH 13 - PROGRESS: at 4.98% examples, 649141 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:11,043 : INFO : EPOCH 13 - PROGRESS: at 5.34% examples, 653413 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:12,053 : INFO : EPOCH 13 - PROGRESS: at 5.69% examples, 657358 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:25:13,066 : INFO : EPOCH 13 - PROGRESS: at 6.05% examples, 661031 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:25:14,076 : INFO : EPOCH 13 - PROGRESS: at 6.40% examples, 663691 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:15,090 : INFO : EPOCH 13 - PROGRESS: at 6.76% examples, 666900 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:16,100 : INFO : EPOCH 13 - PROGRESS: at 7.12% examples, 669294 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:25:17,103 : INFO : EPOCH 13 - PROGRESS: at 7.46% examples, 669248 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:18,115 : INFO : EPOCH 13 - PROGRESS: at 7.79% examples, 668930 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:19,116 : INFO : EPOCH 13 - PROGRESS: at 8.11% examples, 667902 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:20,139 : INFO : EPOCH 13 - PROGRESS: at 8.46% examples, 667427 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:21,141 : INFO : EPOCH 13 - PROGRESS: at 8.77% examples, 667527 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:22,155 : INFO : EPOCH 13 - PROGRESS: at 9.07% examples, 667005 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:23,160 : INFO : EPOCH 13 - PROGRESS: at 9.40% examples, 666515 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:24,161 : INFO : EPOCH 13 - PROGRESS: at 9.68% examples, 666360 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:25,166 : INFO : EPOCH 13 - PROGRESS: at 9.99% examples, 666233 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:26,170 : INFO : EPOCH 13 - PROGRESS: at 10.29% examples, 666269 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:27,178 : INFO : EPOCH 13 - PROGRESS: at 10.62% examples, 666086 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:28,185 : INFO : EPOCH 13 - PROGRESS: at 10.94% examples, 665457 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:29,201 : INFO : EPOCH 13 - PROGRESS: at 11.27% examples, 665142 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:30,203 : INFO : EPOCH 13 - PROGRESS: at 11.60% examples, 665002 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:31,204 : INFO : EPOCH 13 - PROGRESS: at 11.95% examples, 664836 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:25:32,214 : INFO : EPOCH 13 - PROGRESS: at 12.23% examples, 664630 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:25:33,221 : INFO : EPOCH 13 - PROGRESS: at 12.55% examples, 664015 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:34,228 : INFO : EPOCH 13 - PROGRESS: at 12.87% examples, 664031 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:35,228 : INFO : EPOCH 13 - PROGRESS: at 13.20% examples, 663893 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:36,230 : INFO : EPOCH 13 - PROGRESS: at 13.52% examples, 663387 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:37,236 : INFO : EPOCH 13 - PROGRESS: at 13.84% examples, 663570 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:38,238 : INFO : EPOCH 13 - PROGRESS: at 14.19% examples, 663357 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:39,245 : INFO : EPOCH 13 - PROGRESS: at 14.51% examples, 663107 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:40,259 : INFO : EPOCH 13 - PROGRESS: at 14.84% examples, 663078 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:41,271 : INFO : EPOCH 13 - PROGRESS: at 15.15% examples, 663162 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:42,275 : INFO : EPOCH 13 - PROGRESS: at 15.50% examples, 662996 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:43,289 : INFO : EPOCH 13 - PROGRESS: at 15.83% examples, 662996 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:25:44,296 : INFO : EPOCH 13 - PROGRESS: at 16.16% examples, 663048 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:45,297 : INFO : EPOCH 13 - PROGRESS: at 16.48% examples, 662806 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:46,302 : INFO : EPOCH 13 - PROGRESS: at 16.80% examples, 662836 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:47,309 : INFO : EPOCH 13 - PROGRESS: at 17.13% examples, 662504 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:48,320 : INFO : EPOCH 13 - PROGRESS: at 17.47% examples, 662488 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:49,325 : INFO : EPOCH 13 - PROGRESS: at 17.82% examples, 662350 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:50,334 : INFO : EPOCH 13 - PROGRESS: at 18.12% examples, 662239 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:51,347 : INFO : EPOCH 13 - PROGRESS: at 18.45% examples, 662272 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:52,366 : INFO : EPOCH 13 - PROGRESS: at 18.77% examples, 662221 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:53,369 : INFO : EPOCH 13 - PROGRESS: at 19.08% examples, 662079 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:54,371 : INFO : EPOCH 13 - PROGRESS: at 19.42% examples, 662055 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:55,373 : INFO : EPOCH 13 - PROGRESS: at 19.73% examples, 661958 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:56,376 : INFO : EPOCH 13 - PROGRESS: at 20.06% examples, 662009 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:57,376 : INFO : EPOCH 13 - PROGRESS: at 20.36% examples, 661950 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:58,382 : INFO : EPOCH 13 - PROGRESS: at 20.68% examples, 661892 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:25:59,397 : INFO : EPOCH 13 - PROGRESS: at 21.01% examples, 661861 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:00,412 : INFO : EPOCH 13 - PROGRESS: at 21.32% examples, 661909 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:01,417 : INFO : EPOCH 13 - PROGRESS: at 21.62% examples, 661947 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:02,419 : INFO : EPOCH 13 - PROGRESS: at 21.95% examples, 661779 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:03,421 : INFO : EPOCH 13 - PROGRESS: at 22.27% examples, 661729 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:04,423 : INFO : EPOCH 13 - PROGRESS: at 22.59% examples, 661720 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:26:05,432 : INFO : EPOCH 13 - PROGRESS: at 22.91% examples, 661740 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:06,433 : INFO : EPOCH 13 - PROGRESS: at 23.21% examples, 661960 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:26:07,442 : INFO : EPOCH 13 - PROGRESS: at 23.53% examples, 661814 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:26:08,444 : INFO : EPOCH 13 - PROGRESS: at 23.85% examples, 661805 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:09,453 : INFO : EPOCH 13 - PROGRESS: at 24.15% examples, 661699 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:10,468 : INFO : EPOCH 13 - PROGRESS: at 24.53% examples, 661588 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:11,474 : INFO : EPOCH 13 - PROGRESS: at 24.86% examples, 661680 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:12,479 : INFO : EPOCH 13 - PROGRESS: at 25.17% examples, 661482 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:26:13,480 : INFO : EPOCH 13 - PROGRESS: at 25.48% examples, 661470 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:14,493 : INFO : EPOCH 13 - PROGRESS: at 25.79% examples, 661303 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:26:15,508 : INFO : EPOCH 13 - PROGRESS: at 26.13% examples, 661275 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:16,512 : INFO : EPOCH 13 - PROGRESS: at 26.44% examples, 661361 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:17,517 : INFO : EPOCH 13 - PROGRESS: at 26.76% examples, 661292 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:26:18,526 : INFO : EPOCH 13 - PROGRESS: at 27.09% examples, 661156 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:19,535 : INFO : EPOCH 13 - PROGRESS: at 27.43% examples, 661153 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:20,539 : INFO : EPOCH 13 - PROGRESS: at 27.74% examples, 661192 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:21,540 : INFO : EPOCH 13 - PROGRESS: at 28.05% examples, 661164 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:26:22,552 : INFO : EPOCH 13 - PROGRESS: at 28.39% examples, 661141 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:23,556 : INFO : EPOCH 13 - PROGRESS: at 28.71% examples, 661174 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:24,562 : INFO : EPOCH 13 - PROGRESS: at 29.06% examples, 661169 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:26:25,581 : INFO : EPOCH 13 - PROGRESS: at 29.39% examples, 661187 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:26,594 : INFO : EPOCH 13 - PROGRESS: at 29.70% examples, 661219 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:27,601 : INFO : EPOCH 13 - PROGRESS: at 30.04% examples, 661180 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:28,627 : INFO : EPOCH 13 - PROGRESS: at 30.37% examples, 661162 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:29,637 : INFO : EPOCH 13 - PROGRESS: at 30.70% examples, 661164 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:26:30,641 : INFO : EPOCH 13 - PROGRESS: at 31.05% examples, 661142 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:31,646 : INFO : EPOCH 13 - PROGRESS: at 31.35% examples, 661253 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:32,652 : INFO : EPOCH 13 - PROGRESS: at 31.65% examples, 661217 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:33,673 : INFO : EPOCH 13 - PROGRESS: at 32.00% examples, 661112 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:34,673 : INFO : EPOCH 13 - PROGRESS: at 32.33% examples, 661087 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:35,674 : INFO : EPOCH 13 - PROGRESS: at 32.67% examples, 660993 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:26:36,676 : INFO : EPOCH 13 - PROGRESS: at 33.03% examples, 661042 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:37,681 : INFO : EPOCH 13 - PROGRESS: at 33.36% examples, 661052 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:38,688 : INFO : EPOCH 13 - PROGRESS: at 33.65% examples, 660979 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:39,689 : INFO : EPOCH 13 - PROGRESS: at 33.98% examples, 661060 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:40,697 : INFO : EPOCH 13 - PROGRESS: at 34.30% examples, 661176 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:41,703 : INFO : EPOCH 13 - PROGRESS: at 34.65% examples, 661143 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:42,705 : INFO : EPOCH 13 - PROGRESS: at 34.98% examples, 661111 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:43,705 : INFO : EPOCH 13 - PROGRESS: at 35.28% examples, 661017 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:44,712 : INFO : EPOCH 13 - PROGRESS: at 35.59% examples, 661156 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:26:45,713 : INFO : EPOCH 13 - PROGRESS: at 35.92% examples, 661096 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:26:46,715 : INFO : EPOCH 13 - PROGRESS: at 36.26% examples, 660964 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:47,715 : INFO : EPOCH 13 - PROGRESS: at 36.59% examples, 660955 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:48,717 : INFO : EPOCH 13 - PROGRESS: at 36.92% examples, 661015 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:49,718 : INFO : EPOCH 13 - PROGRESS: at 37.22% examples, 661025 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:50,745 : INFO : EPOCH 13 - PROGRESS: at 37.50% examples, 660952 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:51,763 : INFO : EPOCH 13 - PROGRESS: at 37.80% examples, 661008 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:52,768 : INFO : EPOCH 13 - PROGRESS: at 38.11% examples, 661017 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:53,777 : INFO : EPOCH 13 - PROGRESS: at 38.46% examples, 660960 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:54,784 : INFO : EPOCH 13 - PROGRESS: at 38.79% examples, 660872 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:55,789 : INFO : EPOCH 13 - PROGRESS: at 39.11% examples, 660876 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:26:56,792 : INFO : EPOCH 13 - PROGRESS: at 39.41% examples, 660926 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:57,793 : INFO : EPOCH 13 - PROGRESS: at 39.74% examples, 660912 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:26:58,799 : INFO : EPOCH 13 - PROGRESS: at 40.05% examples, 660756 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:26:59,809 : INFO : EPOCH 13 - PROGRESS: at 40.35% examples, 660717 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:00,813 : INFO : EPOCH 13 - PROGRESS: at 40.65% examples, 660723 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:27:01,825 : INFO : EPOCH 13 - PROGRESS: at 40.93% examples, 660790 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:02,835 : INFO : EPOCH 13 - PROGRESS: at 41.27% examples, 660735 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:27:03,845 : INFO : EPOCH 13 - PROGRESS: at 41.59% examples, 660721 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:04,845 : INFO : EPOCH 13 - PROGRESS: at 41.88% examples, 660716 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:27:05,850 : INFO : EPOCH 13 - PROGRESS: at 42.22% examples, 660725 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:06,863 : INFO : EPOCH 13 - PROGRESS: at 42.55% examples, 660757 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:07,863 : INFO : EPOCH 13 - PROGRESS: at 42.83% examples, 660870 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:08,868 : INFO : EPOCH 13 - PROGRESS: at 43.15% examples, 660771 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:09,878 : INFO : EPOCH 13 - PROGRESS: at 43.48% examples, 660676 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:10,881 : INFO : EPOCH 13 - PROGRESS: at 43.79% examples, 660711 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:11,882 : INFO : EPOCH 13 - PROGRESS: at 44.12% examples, 660581 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:12,888 : INFO : EPOCH 13 - PROGRESS: at 44.44% examples, 660600 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:13,894 : INFO : EPOCH 13 - PROGRESS: at 44.78% examples, 660615 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:14,898 : INFO : EPOCH 13 - PROGRESS: at 45.08% examples, 660640 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:15,917 : INFO : EPOCH 13 - PROGRESS: at 45.43% examples, 660540 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:16,932 : INFO : EPOCH 13 - PROGRESS: at 45.77% examples, 660505 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:17,933 : INFO : EPOCH 13 - PROGRESS: at 46.08% examples, 660541 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:27:18,939 : INFO : EPOCH 13 - PROGRESS: at 46.39% examples, 660604 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:19,954 : INFO : EPOCH 13 - PROGRESS: at 46.71% examples, 660621 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:20,959 : INFO : EPOCH 13 - PROGRESS: at 47.01% examples, 660634 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:21,977 : INFO : EPOCH 13 - PROGRESS: at 47.32% examples, 660645 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:27:22,979 : INFO : EPOCH 13 - PROGRESS: at 47.65% examples, 660688 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:23,982 : INFO : EPOCH 13 - PROGRESS: at 47.99% examples, 660760 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:24,999 : INFO : EPOCH 13 - PROGRESS: at 48.31% examples, 660711 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:26,003 : INFO : EPOCH 13 - PROGRESS: at 48.62% examples, 660795 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:27,018 : INFO : EPOCH 13 - PROGRESS: at 48.94% examples, 660759 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:28,024 : INFO : EPOCH 13 - PROGRESS: at 49.27% examples, 660702 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:29,029 : INFO : EPOCH 13 - PROGRESS: at 49.62% examples, 660708 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:30,030 : INFO : EPOCH 13 - PROGRESS: at 49.94% examples, 660739 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:27:31,054 : INFO : EPOCH 13 - PROGRESS: at 50.27% examples, 660660 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:27:32,060 : INFO : EPOCH 13 - PROGRESS: at 50.57% examples, 660762 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:33,071 : INFO : EPOCH 13 - PROGRESS: at 50.89% examples, 660763 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:34,081 : INFO : EPOCH 13 - PROGRESS: at 51.19% examples, 660747 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:35,081 : INFO : EPOCH 13 - PROGRESS: at 51.53% examples, 660710 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:36,087 : INFO : EPOCH 13 - PROGRESS: at 51.86% examples, 660749 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:27:37,106 : INFO : EPOCH 13 - PROGRESS: at 52.18% examples, 660673 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:38,109 : INFO : EPOCH 13 - PROGRESS: at 52.50% examples, 660734 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:27:39,125 : INFO : EPOCH 13 - PROGRESS: at 52.83% examples, 660713 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:40,133 : INFO : EPOCH 13 - PROGRESS: at 53.14% examples, 660642 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:41,143 : INFO : EPOCH 13 - PROGRESS: at 53.46% examples, 660439 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:42,149 : INFO : EPOCH 13 - PROGRESS: at 53.75% examples, 660200 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:43,160 : INFO : EPOCH 13 - PROGRESS: at 54.05% examples, 659990 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:44,170 : INFO : EPOCH 13 - PROGRESS: at 54.38% examples, 659687 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:45,172 : INFO : EPOCH 13 - PROGRESS: at 54.68% examples, 659189 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:46,182 : INFO : EPOCH 13 - PROGRESS: at 54.99% examples, 658990 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:47,190 : INFO : EPOCH 13 - PROGRESS: at 55.36% examples, 659380 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:48,197 : INFO : EPOCH 13 - PROGRESS: at 55.71% examples, 659749 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:27:49,213 : INFO : EPOCH 13 - PROGRESS: at 56.08% examples, 660097 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:50,236 : INFO : EPOCH 13 - PROGRESS: at 56.46% examples, 660451 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:51,240 : INFO : EPOCH 13 - PROGRESS: at 56.82% examples, 660858 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:52,249 : INFO : EPOCH 13 - PROGRESS: at 57.16% examples, 661212 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:53,251 : INFO : EPOCH 13 - PROGRESS: at 57.52% examples, 661526 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:27:54,272 : INFO : EPOCH 13 - PROGRESS: at 57.86% examples, 661881 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:55,276 : INFO : EPOCH 13 - PROGRESS: at 58.21% examples, 662271 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:27:56,279 : INFO : EPOCH 13 - PROGRESS: at 58.59% examples, 662560 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:57,291 : INFO : EPOCH 13 - PROGRESS: at 58.93% examples, 662941 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:58,299 : INFO : EPOCH 13 - PROGRESS: at 59.29% examples, 663234 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:27:59,305 : INFO : EPOCH 13 - PROGRESS: at 59.64% examples, 663552 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:28:00,309 : INFO : EPOCH 13 - PROGRESS: at 59.99% examples, 663900 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:01,310 : INFO : EPOCH 13 - PROGRESS: at 60.34% examples, 664247 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:02,320 : INFO : EPOCH 13 - PROGRESS: at 60.70% examples, 664566 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:03,324 : INFO : EPOCH 13 - PROGRESS: at 61.08% examples, 664830 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:04,335 : INFO : EPOCH 13 - PROGRESS: at 61.42% examples, 665195 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:05,336 : INFO : EPOCH 13 - PROGRESS: at 61.77% examples, 665495 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:06,339 : INFO : EPOCH 13 - PROGRESS: at 62.12% examples, 665867 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:07,365 : INFO : EPOCH 13 - PROGRESS: at 62.48% examples, 666117 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:28:08,373 : INFO : EPOCH 13 - PROGRESS: at 62.83% examples, 666481 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:09,377 : INFO : EPOCH 13 - PROGRESS: at 63.19% examples, 666805 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:10,385 : INFO : EPOCH 13 - PROGRESS: at 63.53% examples, 667083 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:28:11,392 : INFO : EPOCH 13 - PROGRESS: at 63.85% examples, 667094 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:12,409 : INFO : EPOCH 13 - PROGRESS: at 64.16% examples, 667013 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:13,411 : INFO : EPOCH 13 - PROGRESS: at 64.47% examples, 667013 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:14,414 : INFO : EPOCH 13 - PROGRESS: at 64.80% examples, 666934 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:15,421 : INFO : EPOCH 13 - PROGRESS: at 65.12% examples, 666851 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:28:16,431 : INFO : EPOCH 13 - PROGRESS: at 65.46% examples, 666803 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:28:17,453 : INFO : EPOCH 13 - PROGRESS: at 65.78% examples, 666755 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:28:18,455 : INFO : EPOCH 13 - PROGRESS: at 66.10% examples, 666730 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:19,471 : INFO : EPOCH 13 - PROGRESS: at 66.40% examples, 666654 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:20,499 : INFO : EPOCH 13 - PROGRESS: at 66.74% examples, 666622 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:21,507 : INFO : EPOCH 13 - PROGRESS: at 67.06% examples, 666638 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:22,509 : INFO : EPOCH 13 - PROGRESS: at 67.38% examples, 666585 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:28:23,512 : INFO : EPOCH 13 - PROGRESS: at 67.71% examples, 666578 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:24,519 : INFO : EPOCH 13 - PROGRESS: at 68.01% examples, 666575 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:25,527 : INFO : EPOCH 13 - PROGRESS: at 68.33% examples, 666545 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:26,529 : INFO : EPOCH 13 - PROGRESS: at 68.63% examples, 666581 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:27,541 : INFO : EPOCH 13 - PROGRESS: at 68.95% examples, 666550 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:28,542 : INFO : EPOCH 13 - PROGRESS: at 69.29% examples, 666517 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:28:29,544 : INFO : EPOCH 13 - PROGRESS: at 69.60% examples, 666551 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:30,549 : INFO : EPOCH 13 - PROGRESS: at 69.92% examples, 666483 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:31,551 : INFO : EPOCH 13 - PROGRESS: at 70.22% examples, 666459 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:32,557 : INFO : EPOCH 13 - PROGRESS: at 70.52% examples, 666417 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:33,559 : INFO : EPOCH 13 - PROGRESS: at 70.84% examples, 666419 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:28:34,573 : INFO : EPOCH 13 - PROGRESS: at 71.15% examples, 666385 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:35,576 : INFO : EPOCH 13 - PROGRESS: at 71.50% examples, 666330 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:36,586 : INFO : EPOCH 13 - PROGRESS: at 71.82% examples, 666299 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:37,588 : INFO : EPOCH 13 - PROGRESS: at 72.15% examples, 666257 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:28:38,597 : INFO : EPOCH 13 - PROGRESS: at 72.49% examples, 666216 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:39,615 : INFO : EPOCH 13 - PROGRESS: at 72.79% examples, 666145 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:40,625 : INFO : EPOCH 13 - PROGRESS: at 73.10% examples, 666122 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:41,630 : INFO : EPOCH 13 - PROGRESS: at 73.44% examples, 666136 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:28:42,647 : INFO : EPOCH 13 - PROGRESS: at 73.73% examples, 666135 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:43,659 : INFO : EPOCH 13 - PROGRESS: at 74.03% examples, 666137 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:44,674 : INFO : EPOCH 13 - PROGRESS: at 74.33% examples, 666119 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:45,697 : INFO : EPOCH 13 - PROGRESS: at 74.66% examples, 666079 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:46,701 : INFO : EPOCH 13 - PROGRESS: at 74.96% examples, 666097 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:47,708 : INFO : EPOCH 13 - PROGRESS: at 75.29% examples, 666026 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:48,710 : INFO : EPOCH 13 - PROGRESS: at 75.60% examples, 665969 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:49,729 : INFO : EPOCH 13 - PROGRESS: at 75.92% examples, 665948 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:50,730 : INFO : EPOCH 13 - PROGRESS: at 76.27% examples, 665938 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:51,735 : INFO : EPOCH 13 - PROGRESS: at 76.59% examples, 665899 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:52,739 : INFO : EPOCH 13 - PROGRESS: at 76.92% examples, 665862 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:53,750 : INFO : EPOCH 13 - PROGRESS: at 77.23% examples, 665808 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:54,757 : INFO : EPOCH 13 - PROGRESS: at 77.55% examples, 665790 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:55,771 : INFO : EPOCH 13 - PROGRESS: at 77.87% examples, 665794 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:56,776 : INFO : EPOCH 13 - PROGRESS: at 78.19% examples, 665757 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:57,783 : INFO : EPOCH 13 - PROGRESS: at 78.53% examples, 665721 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:58,800 : INFO : EPOCH 13 - PROGRESS: at 78.85% examples, 665678 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:28:59,801 : INFO : EPOCH 13 - PROGRESS: at 79.17% examples, 665670 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:00,817 : INFO : EPOCH 13 - PROGRESS: at 79.48% examples, 665621 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:01,832 : INFO : EPOCH 13 - PROGRESS: at 79.82% examples, 665637 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:02,838 : INFO : EPOCH 13 - PROGRESS: at 80.15% examples, 665609 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:03,842 : INFO : EPOCH 13 - PROGRESS: at 80.45% examples, 665579 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:04,852 : INFO : EPOCH 13 - PROGRESS: at 80.78% examples, 665558 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:05,852 : INFO : EPOCH 13 - PROGRESS: at 81.12% examples, 665562 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:06,856 : INFO : EPOCH 13 - PROGRESS: at 81.43% examples, 665531 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:07,856 : INFO : EPOCH 13 - PROGRESS: at 81.74% examples, 665496 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:08,858 : INFO : EPOCH 13 - PROGRESS: at 82.05% examples, 665473 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:09,867 : INFO : EPOCH 13 - PROGRESS: at 82.40% examples, 665419 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:10,884 : INFO : EPOCH 13 - PROGRESS: at 82.72% examples, 665390 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:29:11,906 : INFO : EPOCH 13 - PROGRESS: at 83.07% examples, 665355 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:12,907 : INFO : EPOCH 13 - PROGRESS: at 83.38% examples, 665360 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:13,908 : INFO : EPOCH 13 - PROGRESS: at 83.70% examples, 665338 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:14,914 : INFO : EPOCH 13 - PROGRESS: at 84.03% examples, 665313 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:15,930 : INFO : EPOCH 13 - PROGRESS: at 84.35% examples, 665256 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:29:16,953 : INFO : EPOCH 13 - PROGRESS: at 84.66% examples, 665256 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:17,955 : INFO : EPOCH 13 - PROGRESS: at 84.98% examples, 665249 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:18,957 : INFO : EPOCH 13 - PROGRESS: at 85.30% examples, 665210 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:29:19,965 : INFO : EPOCH 13 - PROGRESS: at 85.61% examples, 665209 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:20,971 : INFO : EPOCH 13 - PROGRESS: at 85.93% examples, 665227 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:21,972 : INFO : EPOCH 13 - PROGRESS: at 86.25% examples, 665185 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:29:22,973 : INFO : EPOCH 13 - PROGRESS: at 86.60% examples, 665122 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:23,982 : INFO : EPOCH 13 - PROGRESS: at 86.94% examples, 665093 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:24,987 : INFO : EPOCH 13 - PROGRESS: at 87.23% examples, 665112 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:25,989 : INFO : EPOCH 13 - PROGRESS: at 87.55% examples, 665055 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:26,990 : INFO : EPOCH 13 - PROGRESS: at 87.88% examples, 665062 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:27,995 : INFO : EPOCH 13 - PROGRESS: at 88.20% examples, 665040 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:29,012 : INFO : EPOCH 13 - PROGRESS: at 88.50% examples, 664985 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:29:30,016 : INFO : EPOCH 13 - PROGRESS: at 88.85% examples, 664944 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:31,032 : INFO : EPOCH 13 - PROGRESS: at 89.18% examples, 664884 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:32,054 : INFO : EPOCH 13 - PROGRESS: at 89.50% examples, 664882 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:29:33,057 : INFO : EPOCH 13 - PROGRESS: at 89.81% examples, 664868 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:34,071 : INFO : EPOCH 13 - PROGRESS: at 90.15% examples, 664821 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:29:35,072 : INFO : EPOCH 13 - PROGRESS: at 90.46% examples, 664819 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:36,082 : INFO : EPOCH 13 - PROGRESS: at 90.80% examples, 664788 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:37,091 : INFO : EPOCH 13 - PROGRESS: at 91.12% examples, 664750 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:38,114 : INFO : EPOCH 13 - PROGRESS: at 91.44% examples, 664740 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:39,115 : INFO : EPOCH 13 - PROGRESS: at 91.76% examples, 664741 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:40,124 : INFO : EPOCH 13 - PROGRESS: at 92.10% examples, 664702 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:41,132 : INFO : EPOCH 13 - PROGRESS: at 92.40% examples, 664712 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:42,145 : INFO : EPOCH 13 - PROGRESS: at 92.71% examples, 664713 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:43,146 : INFO : EPOCH 13 - PROGRESS: at 93.03% examples, 664683 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:44,155 : INFO : EPOCH 13 - PROGRESS: at 93.34% examples, 664695 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:45,163 : INFO : EPOCH 13 - PROGRESS: at 93.65% examples, 664679 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:46,170 : INFO : EPOCH 13 - PROGRESS: at 93.96% examples, 664660 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:47,170 : INFO : EPOCH 13 - PROGRESS: at 94.29% examples, 664691 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:48,180 : INFO : EPOCH 13 - PROGRESS: at 94.61% examples, 664633 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:49,185 : INFO : EPOCH 13 - PROGRESS: at 94.93% examples, 664598 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:50,187 : INFO : EPOCH 13 - PROGRESS: at 95.27% examples, 664547 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:51,213 : INFO : EPOCH 13 - PROGRESS: at 95.61% examples, 664485 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:52,218 : INFO : EPOCH 13 - PROGRESS: at 95.94% examples, 664489 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:53,219 : INFO : EPOCH 13 - PROGRESS: at 96.26% examples, 664487 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:29:54,223 : INFO : EPOCH 13 - PROGRESS: at 96.59% examples, 664441 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:55,225 : INFO : EPOCH 13 - PROGRESS: at 96.93% examples, 664463 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:56,235 : INFO : EPOCH 13 - PROGRESS: at 97.21% examples, 664431 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:57,236 : INFO : EPOCH 13 - PROGRESS: at 97.54% examples, 664443 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:58,252 : INFO : EPOCH 13 - PROGRESS: at 97.85% examples, 664424 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:29:59,257 : INFO : EPOCH 13 - PROGRESS: at 98.12% examples, 664406 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:30:00,264 : INFO : EPOCH 13 - PROGRESS: at 98.43% examples, 664399 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:01,270 : INFO : EPOCH 13 - PROGRESS: at 98.77% examples, 664356 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:02,271 : INFO : EPOCH 13 - PROGRESS: at 99.10% examples, 664352 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:30:03,273 : INFO : EPOCH 13 - PROGRESS: at 99.41% examples, 664347 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:04,276 : INFO : EPOCH 13 - PROGRESS: at 99.73% examples, 664314 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:05,056 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 21:30:05,059 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 21:30:05,073 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 21:30:05,083 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 21:30:05,084 : INFO : EPOCH - 13 : training on 266101604 raw words (206714485 effective words) took 311.2s, 664318 effective words/s
2020-07-24 21:30:06,097 : INFO : EPOCH 14 - PROGRESS: at 0.30% examples, 645394 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:07,104 : INFO : EPOCH 14 - PROGRESS: at 0.61% examples, 650573 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:08,107 : INFO : EPOCH 14 - PROGRESS: at 0.94% examples, 651462 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:30:09,133 : INFO : EPOCH 14 - PROGRESS: at 1.27% examples, 653508 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:10,133 : INFO : EPOCH 14 - PROGRESS: at 1.58% examples, 656858 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:11,143 : INFO : EPOCH 14 - PROGRESS: at 1.89% examples, 657009 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:12,146 : INFO : EPOCH 14 - PROGRESS: at 2.21% examples, 658060 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:13,147 : INFO : EPOCH 14 - PROGRESS: at 2.52% examples, 658614 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:14,169 : INFO : EPOCH 14 - PROGRESS: at 2.86% examples, 656816 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:15,186 : INFO : EPOCH 14 - PROGRESS: at 3.19% examples, 656295 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:16,203 : INFO : EPOCH 14 - PROGRESS: at 3.52% examples, 657023 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:17,210 : INFO : EPOCH 14 - PROGRESS: at 3.81% examples, 658396 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:30:18,212 : INFO : EPOCH 14 - PROGRESS: at 4.11% examples, 658176 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:19,216 : INFO : EPOCH 14 - PROGRESS: at 4.42% examples, 658017 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:20,234 : INFO : EPOCH 14 - PROGRESS: at 4.73% examples, 655152 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:21,240 : INFO : EPOCH 14 - PROGRESS: at 5.02% examples, 653095 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:30:22,244 : INFO : EPOCH 14 - PROGRESS: at 5.33% examples, 651380 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:23,248 : INFO : EPOCH 14 - PROGRESS: at 5.63% examples, 649182 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:24,250 : INFO : EPOCH 14 - PROGRESS: at 5.91% examples, 644089 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:25,252 : INFO : EPOCH 14 - PROGRESS: at 6.19% examples, 641733 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:26,255 : INFO : EPOCH 14 - PROGRESS: at 6.54% examples, 645893 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:27,266 : INFO : EPOCH 14 - PROGRESS: at 6.91% examples, 649463 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:28,274 : INFO : EPOCH 14 - PROGRESS: at 7.28% examples, 652309 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:29,290 : INFO : EPOCH 14 - PROGRESS: at 7.63% examples, 655447 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:30,300 : INFO : EPOCH 14 - PROGRESS: at 8.00% examples, 658293 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:31,303 : INFO : EPOCH 14 - PROGRESS: at 8.37% examples, 660838 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:32,304 : INFO : EPOCH 14 - PROGRESS: at 8.71% examples, 663355 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:33,309 : INFO : EPOCH 14 - PROGRESS: at 9.05% examples, 665746 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:34,313 : INFO : EPOCH 14 - PROGRESS: at 9.41% examples, 667886 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:35,317 : INFO : EPOCH 14 - PROGRESS: at 9.73% examples, 669981 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:36,325 : INFO : EPOCH 14 - PROGRESS: at 10.06% examples, 671923 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:37,352 : INFO : EPOCH 14 - PROGRESS: at 10.39% examples, 673502 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:38,356 : INFO : EPOCH 14 - PROGRESS: at 10.78% examples, 675142 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:39,364 : INFO : EPOCH 14 - PROGRESS: at 11.12% examples, 676633 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:40,380 : INFO : EPOCH 14 - PROGRESS: at 11.50% examples, 677771 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:41,389 : INFO : EPOCH 14 - PROGRESS: at 11.87% examples, 679126 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:42,405 : INFO : EPOCH 14 - PROGRESS: at 12.20% examples, 680534 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:43,413 : INFO : EPOCH 14 - PROGRESS: at 12.56% examples, 681534 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:44,425 : INFO : EPOCH 14 - PROGRESS: at 12.92% examples, 682597 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:45,431 : INFO : EPOCH 14 - PROGRESS: at 13.28% examples, 683980 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:46,441 : INFO : EPOCH 14 - PROGRESS: at 13.63% examples, 684784 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:47,444 : INFO : EPOCH 14 - PROGRESS: at 14.00% examples, 685650 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:48,451 : INFO : EPOCH 14 - PROGRESS: at 14.36% examples, 686476 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:49,454 : INFO : EPOCH 14 - PROGRESS: at 14.73% examples, 687370 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:50,458 : INFO : EPOCH 14 - PROGRESS: at 15.05% examples, 688137 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:51,459 : INFO : EPOCH 14 - PROGRESS: at 15.44% examples, 689075 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:52,472 : INFO : EPOCH 14 - PROGRESS: at 15.80% examples, 689750 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:53,476 : INFO : EPOCH 14 - PROGRESS: at 16.16% examples, 690520 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:54,478 : INFO : EPOCH 14 - PROGRESS: at 16.53% examples, 691245 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:55,488 : INFO : EPOCH 14 - PROGRESS: at 16.88% examples, 691743 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:56,492 : INFO : EPOCH 14 - PROGRESS: at 17.24% examples, 692362 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:57,503 : INFO : EPOCH 14 - PROGRESS: at 17.62% examples, 692999 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:58,508 : INFO : EPOCH 14 - PROGRESS: at 17.98% examples, 693723 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:30:59,513 : INFO : EPOCH 14 - PROGRESS: at 18.33% examples, 694388 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:00,518 : INFO : EPOCH 14 - PROGRESS: at 18.69% examples, 695069 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:01,526 : INFO : EPOCH 14 - PROGRESS: at 19.03% examples, 695516 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:02,532 : INFO : EPOCH 14 - PROGRESS: at 19.39% examples, 695949 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:03,536 : INFO : EPOCH 14 - PROGRESS: at 19.75% examples, 696516 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:04,539 : INFO : EPOCH 14 - PROGRESS: at 20.10% examples, 697082 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:31:05,546 : INFO : EPOCH 14 - PROGRESS: at 20.45% examples, 697788 words/s, in_qsize 7, out_qsize 0
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2020-07-24 21:31:07,560 : INFO : EPOCH 14 - PROGRESS: at 21.15% examples, 698550 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:08,561 : INFO : EPOCH 14 - PROGRESS: at 21.49% examples, 699300 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:09,573 : INFO : EPOCH 14 - PROGRESS: at 21.83% examples, 699579 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:31:10,580 : INFO : EPOCH 14 - PROGRESS: at 22.20% examples, 700073 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:11,591 : INFO : EPOCH 14 - PROGRESS: at 22.55% examples, 700343 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:12,592 : INFO : EPOCH 14 - PROGRESS: at 22.90% examples, 700989 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:13,600 : INFO : EPOCH 14 - PROGRESS: at 23.23% examples, 701415 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:14,608 : INFO : EPOCH 14 - PROGRESS: at 23.59% examples, 701778 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:15,612 : INFO : EPOCH 14 - PROGRESS: at 23.94% examples, 702110 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:16,617 : INFO : EPOCH 14 - PROGRESS: at 24.31% examples, 702430 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:31:17,621 : INFO : EPOCH 14 - PROGRESS: at 24.68% examples, 702661 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:18,645 : INFO : EPOCH 14 - PROGRESS: at 25.03% examples, 702842 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:19,648 : INFO : EPOCH 14 - PROGRESS: at 25.38% examples, 703120 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:20,651 : INFO : EPOCH 14 - PROGRESS: at 25.73% examples, 703682 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:21,670 : INFO : EPOCH 14 - PROGRESS: at 26.10% examples, 703813 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:22,672 : INFO : EPOCH 14 - PROGRESS: at 26.45% examples, 704186 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:23,678 : INFO : EPOCH 14 - PROGRESS: at 26.79% examples, 704413 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:24,684 : INFO : EPOCH 14 - PROGRESS: at 27.16% examples, 704701 words/s, in_qsize 7, out_qsize 0
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2020-07-24 21:31:26,713 : INFO : EPOCH 14 - PROGRESS: at 27.82% examples, 703840 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:27,714 : INFO : EPOCH 14 - PROGRESS: at 28.14% examples, 703337 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:28,718 : INFO : EPOCH 14 - PROGRESS: at 28.47% examples, 702708 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:29,724 : INFO : EPOCH 14 - PROGRESS: at 28.81% examples, 702255 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:30,728 : INFO : EPOCH 14 - PROGRESS: at 29.12% examples, 701706 words/s, in_qsize 7, out_qsize 0
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2020-07-24 21:31:33,763 : INFO : EPOCH 14 - PROGRESS: at 30.11% examples, 700167 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:34,767 : INFO : EPOCH 14 - PROGRESS: at 30.44% examples, 699725 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:35,771 : INFO : EPOCH 14 - PROGRESS: at 30.77% examples, 699258 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:36,783 : INFO : EPOCH 14 - PROGRESS: at 31.09% examples, 698813 words/s, in_qsize 7, out_qsize 0
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2020-07-24 21:31:38,793 : INFO : EPOCH 14 - PROGRESS: at 31.72% examples, 698009 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:39,804 : INFO : EPOCH 14 - PROGRESS: at 32.07% examples, 697623 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:40,822 : INFO : EPOCH 14 - PROGRESS: at 32.40% examples, 697071 words/s, in_qsize 7, out_qsize 0
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2020-07-24 21:31:42,831 : INFO : EPOCH 14 - PROGRESS: at 33.10% examples, 696183 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:31:43,843 : INFO : EPOCH 14 - PROGRESS: at 33.42% examples, 695964 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:44,851 : INFO : EPOCH 14 - PROGRESS: at 33.71% examples, 695612 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:45,861 : INFO : EPOCH 14 - PROGRESS: at 34.04% examples, 695184 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:31:46,866 : INFO : EPOCH 14 - PROGRESS: at 34.37% examples, 694926 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:47,872 : INFO : EPOCH 14 - PROGRESS: at 34.71% examples, 694519 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:48,883 : INFO : EPOCH 14 - PROGRESS: at 35.02% examples, 694086 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:31:49,888 : INFO : EPOCH 14 - PROGRESS: at 35.33% examples, 693829 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:50,901 : INFO : EPOCH 14 - PROGRESS: at 35.66% examples, 693464 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:51,911 : INFO : EPOCH 14 - PROGRESS: at 35.99% examples, 693125 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:52,927 : INFO : EPOCH 14 - PROGRESS: at 36.32% examples, 692824 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:31:53,933 : INFO : EPOCH 14 - PROGRESS: at 36.67% examples, 692603 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:54,941 : INFO : EPOCH 14 - PROGRESS: at 36.99% examples, 692220 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:55,950 : INFO : EPOCH 14 - PROGRESS: at 37.28% examples, 691952 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:56,951 : INFO : EPOCH 14 - PROGRESS: at 37.56% examples, 691690 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:57,951 : INFO : EPOCH 14 - PROGRESS: at 37.86% examples, 691502 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:31:58,958 : INFO : EPOCH 14 - PROGRESS: at 38.19% examples, 691185 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:31:59,960 : INFO : EPOCH 14 - PROGRESS: at 38.53% examples, 690880 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:32:00,964 : INFO : EPOCH 14 - PROGRESS: at 38.85% examples, 690584 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:32:01,967 : INFO : EPOCH 14 - PROGRESS: at 39.18% examples, 690351 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:32:02,982 : INFO : EPOCH 14 - PROGRESS: at 39.48% examples, 690128 words/s, in_qsize 7, out_qsize 0
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2020-07-24 21:32:04,986 : INFO : EPOCH 14 - PROGRESS: at 40.12% examples, 689576 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:32:05,990 : INFO : EPOCH 14 - PROGRESS: at 40.43% examples, 689354 words/s, in_qsize 7, out_qsize 0
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2020-07-24 21:32:08,000 : INFO : EPOCH 14 - PROGRESS: at 41.01% examples, 688913 words/s, in_qsize 7, out_qsize 0
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2020-07-24 21:32:15,060 : INFO : EPOCH 14 - PROGRESS: at 43.23% examples, 687225 words/s, in_qsize 7, out_qsize 0
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2020-07-24 21:32:24,125 : INFO : EPOCH 14 - PROGRESS: at 46.17% examples, 685396 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:32:25,131 : INFO : EPOCH 14 - PROGRESS: at 46.48% examples, 685310 words/s, in_qsize 7, out_qsize 0
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2020-07-24 21:32:29,157 : INFO : EPOCH 14 - PROGRESS: at 47.72% examples, 684604 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:32:30,158 : INFO : EPOCH 14 - PROGRESS: at 48.06% examples, 684408 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:32:31,163 : INFO : EPOCH 14 - PROGRESS: at 48.37% examples, 684268 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:32:32,168 : INFO : EPOCH 14 - PROGRESS: at 48.68% examples, 684257 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:32:33,176 : INFO : EPOCH 14 - PROGRESS: at 49.00% examples, 684070 words/s, in_qsize 8, out_qsize 0
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2020-07-24 21:32:46,268 : INFO : EPOCH 14 - PROGRESS: at 53.23% examples, 682265 words/s, in_qsize 7, out_qsize 0
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2020-07-24 21:33:43,768 : INFO : EPOCH 14 - PROGRESS: at 72.73% examples, 686981 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:33:44,778 : INFO : EPOCH 14 - PROGRESS: at 73.08% examples, 687195 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:33:45,781 : INFO : EPOCH 14 - PROGRESS: at 73.44% examples, 687403 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:33:46,788 : INFO : EPOCH 14 - PROGRESS: at 73.76% examples, 687600 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:33:47,793 : INFO : EPOCH 14 - PROGRESS: at 74.09% examples, 687825 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:33:48,801 : INFO : EPOCH 14 - PROGRESS: at 74.44% examples, 688008 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:33:49,809 : INFO : EPOCH 14 - PROGRESS: at 74.78% examples, 688199 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:33:50,821 : INFO : EPOCH 14 - PROGRESS: at 75.12% examples, 688387 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:33:51,846 : INFO : EPOCH 14 - PROGRESS: at 75.49% examples, 688512 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:33:52,849 : INFO : EPOCH 14 - PROGRESS: at 75.83% examples, 688726 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:33:53,852 : INFO : EPOCH 14 - PROGRESS: at 76.21% examples, 688857 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:33:54,877 : INFO : EPOCH 14 - PROGRESS: at 76.56% examples, 688989 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:33:55,878 : INFO : EPOCH 14 - PROGRESS: at 76.93% examples, 689152 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:33:56,883 : INFO : EPOCH 14 - PROGRESS: at 77.28% examples, 689324 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:33:57,884 : INFO : EPOCH 14 - PROGRESS: at 77.62% examples, 689534 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:33:58,885 : INFO : EPOCH 14 - PROGRESS: at 77.98% examples, 689663 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:33:59,901 : INFO : EPOCH 14 - PROGRESS: at 78.35% examples, 689812 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:00,917 : INFO : EPOCH 14 - PROGRESS: at 78.71% examples, 689951 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:01,920 : INFO : EPOCH 14 - PROGRESS: at 79.07% examples, 690106 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:02,929 : INFO : EPOCH 14 - PROGRESS: at 79.40% examples, 690291 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:34:03,936 : INFO : EPOCH 14 - PROGRESS: at 79.76% examples, 690420 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:04,937 : INFO : EPOCH 14 - PROGRESS: at 80.12% examples, 690587 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:05,954 : INFO : EPOCH 14 - PROGRESS: at 80.46% examples, 690731 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:06,958 : INFO : EPOCH 14 - PROGRESS: at 80.82% examples, 690922 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:07,966 : INFO : EPOCH 14 - PROGRESS: at 81.19% examples, 691047 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:08,970 : INFO : EPOCH 14 - PROGRESS: at 81.54% examples, 691217 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:09,970 : INFO : EPOCH 14 - PROGRESS: at 81.88% examples, 691418 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:10,975 : INFO : EPOCH 14 - PROGRESS: at 82.24% examples, 691545 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:11,990 : INFO : EPOCH 14 - PROGRESS: at 82.61% examples, 691624 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:34:13,000 : INFO : EPOCH 14 - PROGRESS: at 82.99% examples, 691764 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:14,006 : INFO : EPOCH 14 - PROGRESS: at 83.33% examples, 691936 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:15,022 : INFO : EPOCH 14 - PROGRESS: at 83.69% examples, 692066 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:16,026 : INFO : EPOCH 14 - PROGRESS: at 84.06% examples, 692192 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:34:17,027 : INFO : EPOCH 14 - PROGRESS: at 84.40% examples, 692354 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:18,038 : INFO : EPOCH 14 - PROGRESS: at 84.75% examples, 692490 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:19,045 : INFO : EPOCH 14 - PROGRESS: at 85.09% examples, 692697 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:20,049 : INFO : EPOCH 14 - PROGRESS: at 85.45% examples, 692803 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:21,052 : INFO : EPOCH 14 - PROGRESS: at 85.78% examples, 692948 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:22,056 : INFO : EPOCH 14 - PROGRESS: at 86.16% examples, 693093 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:23,075 : INFO : EPOCH 14 - PROGRESS: at 86.53% examples, 693190 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:24,079 : INFO : EPOCH 14 - PROGRESS: at 86.90% examples, 693283 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:25,085 : INFO : EPOCH 14 - PROGRESS: at 87.23% examples, 693444 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:26,093 : INFO : EPOCH 14 - PROGRESS: at 87.60% examples, 693590 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:27,098 : INFO : EPOCH 14 - PROGRESS: at 87.96% examples, 693714 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:34:28,101 : INFO : EPOCH 14 - PROGRESS: at 88.30% examples, 693804 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:34:29,102 : INFO : EPOCH 14 - PROGRESS: at 88.65% examples, 693905 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:30,104 : INFO : EPOCH 14 - PROGRESS: at 89.02% examples, 694032 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:31,115 : INFO : EPOCH 14 - PROGRESS: at 89.36% examples, 694155 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:32,121 : INFO : EPOCH 14 - PROGRESS: at 89.72% examples, 694259 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:33,122 : INFO : EPOCH 14 - PROGRESS: at 90.07% examples, 694350 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:34:34,126 : INFO : EPOCH 14 - PROGRESS: at 90.42% examples, 694482 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:35,129 : INFO : EPOCH 14 - PROGRESS: at 90.79% examples, 694611 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:36,130 : INFO : EPOCH 14 - PROGRESS: at 91.15% examples, 694713 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:37,131 : INFO : EPOCH 14 - PROGRESS: at 91.49% examples, 694815 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:38,131 : INFO : EPOCH 14 - PROGRESS: at 91.85% examples, 694935 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:39,150 : INFO : EPOCH 14 - PROGRESS: at 92.21% examples, 695004 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:40,151 : INFO : EPOCH 14 - PROGRESS: at 92.54% examples, 695140 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:41,159 : INFO : EPOCH 14 - PROGRESS: at 92.88% examples, 695251 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:42,166 : INFO : EPOCH 14 - PROGRESS: at 93.22% examples, 695386 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:43,177 : INFO : EPOCH 14 - PROGRESS: at 93.58% examples, 695496 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:44,178 : INFO : EPOCH 14 - PROGRESS: at 93.90% examples, 695619 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:45,186 : INFO : EPOCH 14 - PROGRESS: at 94.27% examples, 695739 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:46,190 : INFO : EPOCH 14 - PROGRESS: at 94.63% examples, 695839 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:47,213 : INFO : EPOCH 14 - PROGRESS: at 94.99% examples, 695928 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:48,216 : INFO : EPOCH 14 - PROGRESS: at 95.37% examples, 696018 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:49,217 : INFO : EPOCH 14 - PROGRESS: at 95.74% examples, 696155 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:50,221 : INFO : EPOCH 14 - PROGRESS: at 96.10% examples, 696249 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:51,223 : INFO : EPOCH 14 - PROGRESS: at 96.45% examples, 696336 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:52,240 : INFO : EPOCH 14 - PROGRESS: at 96.80% examples, 696426 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:34:53,251 : INFO : EPOCH 14 - PROGRESS: at 97.13% examples, 696318 words/s, in_qsize 8, out_qsize 1
2020-07-24 21:34:54,264 : INFO : EPOCH 14 - PROGRESS: at 97.44% examples, 696237 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:55,266 : INFO : EPOCH 14 - PROGRESS: at 97.75% examples, 696125 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:56,277 : INFO : EPOCH 14 - PROGRESS: at 98.05% examples, 696014 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:34:57,277 : INFO : EPOCH 14 - PROGRESS: at 98.34% examples, 695898 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:58,302 : INFO : EPOCH 14 - PROGRESS: at 98.67% examples, 695749 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:34:59,304 : INFO : EPOCH 14 - PROGRESS: at 99.00% examples, 695598 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:35:00,308 : INFO : EPOCH 14 - PROGRESS: at 99.32% examples, 695486 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:01,311 : INFO : EPOCH 14 - PROGRESS: at 99.63% examples, 695387 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:02,329 : INFO : EPOCH 14 - PROGRESS: at 99.96% examples, 695232 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:02,396 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 21:35:02,403 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 21:35:02,411 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 21:35:02,417 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 21:35:02,418 : INFO : EPOCH - 14 : training on 266101604 raw words (206716882 effective words) took 297.3s, 695247 effective words/s
2020-07-24 21:35:03,433 : INFO : EPOCH 15 - PROGRESS: at 0.31% examples, 650474 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:04,433 : INFO : EPOCH 15 - PROGRESS: at 0.61% examples, 655114 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:05,443 : INFO : EPOCH 15 - PROGRESS: at 0.94% examples, 655229 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:06,465 : INFO : EPOCH 15 - PROGRESS: at 1.27% examples, 653318 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:35:07,467 : INFO : EPOCH 15 - PROGRESS: at 1.58% examples, 657250 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:35:08,477 : INFO : EPOCH 15 - PROGRESS: at 1.89% examples, 657889 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:35:09,478 : INFO : EPOCH 15 - PROGRESS: at 2.22% examples, 658873 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:10,479 : INFO : EPOCH 15 - PROGRESS: at 2.52% examples, 658439 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:11,488 : INFO : EPOCH 15 - PROGRESS: at 2.86% examples, 657543 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:12,489 : INFO : EPOCH 15 - PROGRESS: at 3.19% examples, 658043 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:13,490 : INFO : EPOCH 15 - PROGRESS: at 3.51% examples, 658939 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:14,497 : INFO : EPOCH 15 - PROGRESS: at 3.80% examples, 659412 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:15,502 : INFO : EPOCH 15 - PROGRESS: at 4.11% examples, 659537 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:16,505 : INFO : EPOCH 15 - PROGRESS: at 4.42% examples, 659823 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:17,515 : INFO : EPOCH 15 - PROGRESS: at 4.74% examples, 659182 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:18,517 : INFO : EPOCH 15 - PROGRESS: at 5.06% examples, 659509 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:19,521 : INFO : EPOCH 15 - PROGRESS: at 5.38% examples, 659000 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:20,521 : INFO : EPOCH 15 - PROGRESS: at 5.69% examples, 658645 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:21,534 : INFO : EPOCH 15 - PROGRESS: at 6.03% examples, 658636 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:22,554 : INFO : EPOCH 15 - PROGRESS: at 6.35% examples, 658695 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:35:23,555 : INFO : EPOCH 15 - PROGRESS: at 6.68% examples, 659259 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:24,565 : INFO : EPOCH 15 - PROGRESS: at 7.00% examples, 659276 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:25,568 : INFO : EPOCH 15 - PROGRESS: at 7.34% examples, 659094 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:26,578 : INFO : EPOCH 15 - PROGRESS: at 7.66% examples, 659278 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:27,597 : INFO : EPOCH 15 - PROGRESS: at 8.00% examples, 659143 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:28,603 : INFO : EPOCH 15 - PROGRESS: at 8.33% examples, 659128 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:29,613 : INFO : EPOCH 15 - PROGRESS: at 8.66% examples, 659415 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:30,625 : INFO : EPOCH 15 - PROGRESS: at 8.96% examples, 659038 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:31,639 : INFO : EPOCH 15 - PROGRESS: at 9.28% examples, 659045 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:35:32,648 : INFO : EPOCH 15 - PROGRESS: at 9.58% examples, 659377 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:33,648 : INFO : EPOCH 15 - PROGRESS: at 9.89% examples, 659430 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:34,652 : INFO : EPOCH 15 - PROGRESS: at 10.19% examples, 659717 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:35,662 : INFO : EPOCH 15 - PROGRESS: at 10.49% examples, 659743 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:36,664 : INFO : EPOCH 15 - PROGRESS: at 10.85% examples, 659789 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:37,670 : INFO : EPOCH 15 - PROGRESS: at 11.16% examples, 659622 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:35:38,702 : INFO : EPOCH 15 - PROGRESS: at 11.50% examples, 659284 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:35:39,702 : INFO : EPOCH 15 - PROGRESS: at 11.81% examples, 658615 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:40,709 : INFO : EPOCH 15 - PROGRESS: at 12.11% examples, 657938 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:41,712 : INFO : EPOCH 15 - PROGRESS: at 12.40% examples, 656880 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:42,722 : INFO : EPOCH 15 - PROGRESS: at 12.72% examples, 656602 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:43,736 : INFO : EPOCH 15 - PROGRESS: at 13.03% examples, 656055 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:44,759 : INFO : EPOCH 15 - PROGRESS: at 13.33% examples, 654352 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:45,764 : INFO : EPOCH 15 - PROGRESS: at 13.62% examples, 652851 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:46,773 : INFO : EPOCH 15 - PROGRESS: at 13.96% examples, 653462 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:35:47,778 : INFO : EPOCH 15 - PROGRESS: at 14.33% examples, 654934 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:48,783 : INFO : EPOCH 15 - PROGRESS: at 14.70% examples, 656434 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:49,796 : INFO : EPOCH 15 - PROGRESS: at 15.04% examples, 658202 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:50,808 : INFO : EPOCH 15 - PROGRESS: at 15.42% examples, 659615 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:51,809 : INFO : EPOCH 15 - PROGRESS: at 15.79% examples, 661159 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:52,815 : INFO : EPOCH 15 - PROGRESS: at 16.15% examples, 662362 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:53,827 : INFO : EPOCH 15 - PROGRESS: at 16.51% examples, 663563 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:54,837 : INFO : EPOCH 15 - PROGRESS: at 16.86% examples, 664733 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:55,843 : INFO : EPOCH 15 - PROGRESS: at 17.23% examples, 665873 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:56,849 : INFO : EPOCH 15 - PROGRESS: at 17.61% examples, 667084 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:57,851 : INFO : EPOCH 15 - PROGRESS: at 17.97% examples, 668077 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:58,855 : INFO : EPOCH 15 - PROGRESS: at 18.31% examples, 669129 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:35:59,856 : INFO : EPOCH 15 - PROGRESS: at 18.66% examples, 670228 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:00,862 : INFO : EPOCH 15 - PROGRESS: at 19.01% examples, 670884 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:01,883 : INFO : EPOCH 15 - PROGRESS: at 19.34% examples, 670632 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:02,884 : INFO : EPOCH 15 - PROGRESS: at 19.66% examples, 670443 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:03,884 : INFO : EPOCH 15 - PROGRESS: at 19.98% examples, 670434 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:04,893 : INFO : EPOCH 15 - PROGRESS: at 20.30% examples, 670361 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:36:05,906 : INFO : EPOCH 15 - PROGRESS: at 20.62% examples, 670142 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:36:06,913 : INFO : EPOCH 15 - PROGRESS: at 20.94% examples, 669974 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:07,927 : INFO : EPOCH 15 - PROGRESS: at 21.26% examples, 669917 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:08,933 : INFO : EPOCH 15 - PROGRESS: at 21.56% examples, 669812 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:09,940 : INFO : EPOCH 15 - PROGRESS: at 21.88% examples, 669703 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:36:10,949 : INFO : EPOCH 15 - PROGRESS: at 22.21% examples, 669560 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:36:11,953 : INFO : EPOCH 15 - PROGRESS: at 22.54% examples, 669512 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:12,967 : INFO : EPOCH 15 - PROGRESS: at 22.86% examples, 669334 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:36:13,986 : INFO : EPOCH 15 - PROGRESS: at 23.16% examples, 669260 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:36:14,987 : INFO : EPOCH 15 - PROGRESS: at 23.48% examples, 669251 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:36:15,989 : INFO : EPOCH 15 - PROGRESS: at 23.79% examples, 668979 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:16,993 : INFO : EPOCH 15 - PROGRESS: at 24.10% examples, 668896 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:18,008 : INFO : EPOCH 15 - PROGRESS: at 24.47% examples, 668670 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:19,018 : INFO : EPOCH 15 - PROGRESS: at 24.81% examples, 668482 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:36:20,020 : INFO : EPOCH 15 - PROGRESS: at 25.12% examples, 668543 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:21,024 : INFO : EPOCH 15 - PROGRESS: at 25.44% examples, 668387 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:22,032 : INFO : EPOCH 15 - PROGRESS: at 25.75% examples, 668294 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:23,049 : INFO : EPOCH 15 - PROGRESS: at 26.08% examples, 668134 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:36:24,052 : INFO : EPOCH 15 - PROGRESS: at 26.39% examples, 668094 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:36:25,076 : INFO : EPOCH 15 - PROGRESS: at 26.72% examples, 667890 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:26,089 : INFO : EPOCH 15 - PROGRESS: at 27.05% examples, 667867 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:27,096 : INFO : EPOCH 15 - PROGRESS: at 27.39% examples, 667717 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:36:28,102 : INFO : EPOCH 15 - PROGRESS: at 27.70% examples, 667681 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:29,104 : INFO : EPOCH 15 - PROGRESS: at 28.02% examples, 667546 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:30,111 : INFO : EPOCH 15 - PROGRESS: at 28.35% examples, 667493 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:31,127 : INFO : EPOCH 15 - PROGRESS: at 28.67% examples, 667394 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:32,132 : INFO : EPOCH 15 - PROGRESS: at 29.03% examples, 667239 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:36:33,133 : INFO : EPOCH 15 - PROGRESS: at 29.35% examples, 667265 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:34,141 : INFO : EPOCH 15 - PROGRESS: at 29.67% examples, 667234 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:35,149 : INFO : EPOCH 15 - PROGRESS: at 30.00% examples, 667220 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:36,151 : INFO : EPOCH 15 - PROGRESS: at 30.32% examples, 667078 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:37,154 : INFO : EPOCH 15 - PROGRESS: at 30.66% examples, 667067 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:36:38,155 : INFO : EPOCH 15 - PROGRESS: at 31.00% examples, 667013 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:39,157 : INFO : EPOCH 15 - PROGRESS: at 31.29% examples, 667003 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:40,161 : INFO : EPOCH 15 - PROGRESS: at 31.60% examples, 666938 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:41,171 : INFO : EPOCH 15 - PROGRESS: at 31.93% examples, 666800 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:42,187 : INFO : EPOCH 15 - PROGRESS: at 32.28% examples, 666633 words/s, in_qsize 8, out_qsize 1
2020-07-24 21:36:43,208 : INFO : EPOCH 15 - PROGRESS: at 32.62% examples, 666541 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:36:44,228 : INFO : EPOCH 15 - PROGRESS: at 32.99% examples, 666526 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:45,237 : INFO : EPOCH 15 - PROGRESS: at 33.33% examples, 666501 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:46,247 : INFO : EPOCH 15 - PROGRESS: at 33.63% examples, 666508 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:47,260 : INFO : EPOCH 15 - PROGRESS: at 33.95% examples, 666481 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:48,266 : INFO : EPOCH 15 - PROGRESS: at 34.29% examples, 666525 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:49,297 : INFO : EPOCH 15 - PROGRESS: at 34.63% examples, 666411 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:50,310 : INFO : EPOCH 15 - PROGRESS: at 34.96% examples, 666364 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:51,312 : INFO : EPOCH 15 - PROGRESS: at 35.28% examples, 666407 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:52,315 : INFO : EPOCH 15 - PROGRESS: at 35.58% examples, 666388 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:53,325 : INFO : EPOCH 15 - PROGRESS: at 35.92% examples, 666369 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:54,344 : INFO : EPOCH 15 - PROGRESS: at 36.26% examples, 666149 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:55,347 : INFO : EPOCH 15 - PROGRESS: at 36.59% examples, 666144 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:56,353 : INFO : EPOCH 15 - PROGRESS: at 36.92% examples, 666141 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:57,365 : INFO : EPOCH 15 - PROGRESS: at 37.22% examples, 666095 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:58,366 : INFO : EPOCH 15 - PROGRESS: at 37.50% examples, 666101 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:36:59,377 : INFO : EPOCH 15 - PROGRESS: at 37.81% examples, 666123 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:00,379 : INFO : EPOCH 15 - PROGRESS: at 38.11% examples, 666042 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:01,388 : INFO : EPOCH 15 - PROGRESS: at 38.46% examples, 665865 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:02,392 : INFO : EPOCH 15 - PROGRESS: at 38.78% examples, 665796 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:03,409 : INFO : EPOCH 15 - PROGRESS: at 39.11% examples, 665727 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:04,422 : INFO : EPOCH 15 - PROGRESS: at 39.41% examples, 665708 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:05,425 : INFO : EPOCH 15 - PROGRESS: at 39.74% examples, 665686 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:06,433 : INFO : EPOCH 15 - PROGRESS: at 40.06% examples, 665588 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:07,435 : INFO : EPOCH 15 - PROGRESS: at 40.36% examples, 665566 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:08,437 : INFO : EPOCH 15 - PROGRESS: at 40.66% examples, 665468 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:09,449 : INFO : EPOCH 15 - PROGRESS: at 40.95% examples, 665499 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:10,473 : INFO : EPOCH 15 - PROGRESS: at 41.28% examples, 665452 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:37:11,477 : INFO : EPOCH 15 - PROGRESS: at 41.60% examples, 665444 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:37:12,491 : INFO : EPOCH 15 - PROGRESS: at 41.91% examples, 665411 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:13,513 : INFO : EPOCH 15 - PROGRESS: at 42.24% examples, 665354 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:14,515 : INFO : EPOCH 15 - PROGRESS: at 42.57% examples, 665368 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:15,519 : INFO : EPOCH 15 - PROGRESS: at 42.85% examples, 665435 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:16,519 : INFO : EPOCH 15 - PROGRESS: at 43.18% examples, 665385 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:17,521 : INFO : EPOCH 15 - PROGRESS: at 43.50% examples, 665322 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:18,535 : INFO : EPOCH 15 - PROGRESS: at 43.82% examples, 665317 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:19,537 : INFO : EPOCH 15 - PROGRESS: at 44.16% examples, 665243 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:20,545 : INFO : EPOCH 15 - PROGRESS: at 44.47% examples, 665126 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:21,548 : INFO : EPOCH 15 - PROGRESS: at 44.81% examples, 665123 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:22,551 : INFO : EPOCH 15 - PROGRESS: at 45.12% examples, 665110 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:23,558 : INFO : EPOCH 15 - PROGRESS: at 45.46% examples, 665070 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:24,576 : INFO : EPOCH 15 - PROGRESS: at 45.79% examples, 664911 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:25,588 : INFO : EPOCH 15 - PROGRESS: at 46.11% examples, 664844 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:26,591 : INFO : EPOCH 15 - PROGRESS: at 46.42% examples, 664917 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:27,596 : INFO : EPOCH 15 - PROGRESS: at 46.74% examples, 664868 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:37:28,597 : INFO : EPOCH 15 - PROGRESS: at 47.03% examples, 664831 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:29,612 : INFO : EPOCH 15 - PROGRESS: at 47.34% examples, 664858 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:30,615 : INFO : EPOCH 15 - PROGRESS: at 47.66% examples, 664833 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:37:31,619 : INFO : EPOCH 15 - PROGRESS: at 48.01% examples, 664843 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:32,631 : INFO : EPOCH 15 - PROGRESS: at 48.32% examples, 664806 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:33,635 : INFO : EPOCH 15 - PROGRESS: at 48.63% examples, 664812 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:34,640 : INFO : EPOCH 15 - PROGRESS: at 48.96% examples, 664815 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:35,641 : INFO : EPOCH 15 - PROGRESS: at 49.28% examples, 664723 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:36,642 : INFO : EPOCH 15 - PROGRESS: at 49.63% examples, 664714 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:37,647 : INFO : EPOCH 15 - PROGRESS: at 49.94% examples, 664648 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:38,660 : INFO : EPOCH 15 - PROGRESS: at 50.28% examples, 664650 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:39,666 : INFO : EPOCH 15 - PROGRESS: at 50.58% examples, 664638 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:40,670 : INFO : EPOCH 15 - PROGRESS: at 50.89% examples, 664593 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:37:41,688 : INFO : EPOCH 15 - PROGRESS: at 51.20% examples, 664572 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:42,720 : INFO : EPOCH 15 - PROGRESS: at 51.55% examples, 664529 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:43,728 : INFO : EPOCH 15 - PROGRESS: at 51.89% examples, 664559 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:44,750 : INFO : EPOCH 15 - PROGRESS: at 52.20% examples, 664495 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:45,753 : INFO : EPOCH 15 - PROGRESS: at 52.53% examples, 664515 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:46,757 : INFO : EPOCH 15 - PROGRESS: at 52.85% examples, 664474 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:37:47,777 : INFO : EPOCH 15 - PROGRESS: at 53.18% examples, 664417 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:48,787 : INFO : EPOCH 15 - PROGRESS: at 53.51% examples, 664390 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:37:49,799 : INFO : EPOCH 15 - PROGRESS: at 53.82% examples, 664411 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:50,803 : INFO : EPOCH 15 - PROGRESS: at 54.15% examples, 664327 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:51,805 : INFO : EPOCH 15 - PROGRESS: at 54.49% examples, 664267 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:52,820 : INFO : EPOCH 15 - PROGRESS: at 54.81% examples, 664247 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:53,822 : INFO : EPOCH 15 - PROGRESS: at 55.16% examples, 664229 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:54,827 : INFO : EPOCH 15 - PROGRESS: at 55.47% examples, 664204 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:55,836 : INFO : EPOCH 15 - PROGRESS: at 55.82% examples, 664185 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:37:56,842 : INFO : EPOCH 15 - PROGRESS: at 56.15% examples, 664057 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:57,849 : INFO : EPOCH 15 - PROGRESS: at 56.49% examples, 664057 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:58,859 : INFO : EPOCH 15 - PROGRESS: at 56.81% examples, 664048 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:37:59,862 : INFO : EPOCH 15 - PROGRESS: at 57.12% examples, 664003 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:38:00,863 : INFO : EPOCH 15 - PROGRESS: at 57.45% examples, 663952 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:38:01,865 : INFO : EPOCH 15 - PROGRESS: at 57.76% examples, 663910 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:02,875 : INFO : EPOCH 15 - PROGRESS: at 58.07% examples, 663969 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:03,892 : INFO : EPOCH 15 - PROGRESS: at 58.39% examples, 663855 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:04,895 : INFO : EPOCH 15 - PROGRESS: at 58.74% examples, 663817 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:05,895 : INFO : EPOCH 15 - PROGRESS: at 59.04% examples, 663761 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:06,910 : INFO : EPOCH 15 - PROGRESS: at 59.35% examples, 663736 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:07,910 : INFO : EPOCH 15 - PROGRESS: at 59.69% examples, 663686 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:08,920 : INFO : EPOCH 15 - PROGRESS: at 60.01% examples, 663673 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:38:09,931 : INFO : EPOCH 15 - PROGRESS: at 60.32% examples, 663677 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:38:10,936 : INFO : EPOCH 15 - PROGRESS: at 60.65% examples, 663649 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:38:11,949 : INFO : EPOCH 15 - PROGRESS: at 61.00% examples, 663598 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:38:12,957 : INFO : EPOCH 15 - PROGRESS: at 61.31% examples, 663629 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:13,967 : INFO : EPOCH 15 - PROGRESS: at 61.62% examples, 663603 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:14,973 : INFO : EPOCH 15 - PROGRESS: at 61.94% examples, 663575 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:15,994 : INFO : EPOCH 15 - PROGRESS: at 62.28% examples, 663510 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:17,010 : INFO : EPOCH 15 - PROGRESS: at 62.61% examples, 663490 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:18,021 : INFO : EPOCH 15 - PROGRESS: at 62.93% examples, 663484 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:19,027 : INFO : EPOCH 15 - PROGRESS: at 63.25% examples, 663497 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:20,028 : INFO : EPOCH 15 - PROGRESS: at 63.54% examples, 663384 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:21,028 : INFO : EPOCH 15 - PROGRESS: at 63.84% examples, 663254 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:22,031 : INFO : EPOCH 15 - PROGRESS: at 64.14% examples, 663107 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:23,037 : INFO : EPOCH 15 - PROGRESS: at 64.44% examples, 662930 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:24,044 : INFO : EPOCH 15 - PROGRESS: at 64.75% examples, 662626 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:38:25,048 : INFO : EPOCH 15 - PROGRESS: at 65.03% examples, 662176 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:26,055 : INFO : EPOCH 15 - PROGRESS: at 65.36% examples, 662087 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:27,058 : INFO : EPOCH 15 - PROGRESS: at 65.71% examples, 662423 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:28,063 : INFO : EPOCH 15 - PROGRESS: at 66.06% examples, 662755 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:29,073 : INFO : EPOCH 15 - PROGRESS: at 66.40% examples, 663074 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:30,073 : INFO : EPOCH 15 - PROGRESS: at 66.76% examples, 663349 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:31,075 : INFO : EPOCH 15 - PROGRESS: at 67.11% examples, 663700 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:32,079 : INFO : EPOCH 15 - PROGRESS: at 67.46% examples, 664027 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:33,080 : INFO : EPOCH 15 - PROGRESS: at 67.81% examples, 664322 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:34,085 : INFO : EPOCH 15 - PROGRESS: at 68.16% examples, 664649 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:35,091 : INFO : EPOCH 15 - PROGRESS: at 68.49% examples, 664986 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:36,091 : INFO : EPOCH 15 - PROGRESS: at 68.84% examples, 665311 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:38:37,106 : INFO : EPOCH 15 - PROGRESS: at 69.21% examples, 665580 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:38,109 : INFO : EPOCH 15 - PROGRESS: at 69.56% examples, 665926 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:39,115 : INFO : EPOCH 15 - PROGRESS: at 69.92% examples, 666224 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:40,116 : INFO : EPOCH 15 - PROGRESS: at 70.25% examples, 666469 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:41,120 : INFO : EPOCH 15 - PROGRESS: at 70.58% examples, 666781 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:42,127 : INFO : EPOCH 15 - PROGRESS: at 70.92% examples, 667112 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:43,132 : INFO : EPOCH 15 - PROGRESS: at 71.29% examples, 667368 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:44,147 : INFO : EPOCH 15 - PROGRESS: at 71.65% examples, 667603 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:45,148 : INFO : EPOCH 15 - PROGRESS: at 72.02% examples, 667897 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:46,148 : INFO : EPOCH 15 - PROGRESS: at 72.38% examples, 668126 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:47,149 : INFO : EPOCH 15 - PROGRESS: at 72.73% examples, 668456 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:48,164 : INFO : EPOCH 15 - PROGRESS: at 73.07% examples, 668701 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:49,174 : INFO : EPOCH 15 - PROGRESS: at 73.44% examples, 668985 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:50,177 : INFO : EPOCH 15 - PROGRESS: at 73.76% examples, 669281 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:51,179 : INFO : EPOCH 15 - PROGRESS: at 74.09% examples, 669590 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:52,181 : INFO : EPOCH 15 - PROGRESS: at 74.44% examples, 669873 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:53,186 : INFO : EPOCH 15 - PROGRESS: at 74.77% examples, 670082 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:54,189 : INFO : EPOCH 15 - PROGRESS: at 75.12% examples, 670375 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:38:55,192 : INFO : EPOCH 15 - PROGRESS: at 75.48% examples, 670595 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:56,193 : INFO : EPOCH 15 - PROGRESS: at 75.81% examples, 670849 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:57,195 : INFO : EPOCH 15 - PROGRESS: at 76.19% examples, 671073 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:58,200 : INFO : EPOCH 15 - PROGRESS: at 76.54% examples, 671322 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:38:59,209 : INFO : EPOCH 15 - PROGRESS: at 76.91% examples, 671525 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:39:00,217 : INFO : EPOCH 15 - PROGRESS: at 77.26% examples, 671768 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:01,228 : INFO : EPOCH 15 - PROGRESS: at 77.61% examples, 672063 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:02,232 : INFO : EPOCH 15 - PROGRESS: at 77.97% examples, 672314 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:03,233 : INFO : EPOCH 15 - PROGRESS: at 78.33% examples, 672522 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:04,251 : INFO : EPOCH 15 - PROGRESS: at 78.70% examples, 672705 words/s, in_qsize 8, out_qsize 1
2020-07-24 21:39:05,252 : INFO : EPOCH 15 - PROGRESS: at 79.06% examples, 672967 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:06,255 : INFO : EPOCH 15 - PROGRESS: at 79.39% examples, 673232 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:07,263 : INFO : EPOCH 15 - PROGRESS: at 79.76% examples, 673434 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:39:08,268 : INFO : EPOCH 15 - PROGRESS: at 80.12% examples, 673680 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:09,272 : INFO : EPOCH 15 - PROGRESS: at 80.46% examples, 673915 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:10,272 : INFO : EPOCH 15 - PROGRESS: at 80.81% examples, 674161 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:39:11,287 : INFO : EPOCH 15 - PROGRESS: at 81.18% examples, 674349 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:12,290 : INFO : EPOCH 15 - PROGRESS: at 81.53% examples, 674570 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:13,295 : INFO : EPOCH 15 - PROGRESS: at 81.87% examples, 674799 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:14,295 : INFO : EPOCH 15 - PROGRESS: at 82.23% examples, 674975 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:15,297 : INFO : EPOCH 15 - PROGRESS: at 82.61% examples, 675198 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:16,302 : INFO : EPOCH 15 - PROGRESS: at 82.98% examples, 675382 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:17,316 : INFO : EPOCH 15 - PROGRESS: at 83.32% examples, 675593 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:18,324 : INFO : EPOCH 15 - PROGRESS: at 83.67% examples, 675810 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:19,340 : INFO : EPOCH 15 - PROGRESS: at 84.04% examples, 675970 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:20,361 : INFO : EPOCH 15 - PROGRESS: at 84.39% examples, 676163 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:21,369 : INFO : EPOCH 15 - PROGRESS: at 84.75% examples, 676430 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:22,387 : INFO : EPOCH 15 - PROGRESS: at 85.08% examples, 676601 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:23,391 : INFO : EPOCH 15 - PROGRESS: at 85.45% examples, 676796 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:24,394 : INFO : EPOCH 15 - PROGRESS: at 85.78% examples, 677031 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:25,394 : INFO : EPOCH 15 - PROGRESS: at 86.15% examples, 677218 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:26,395 : INFO : EPOCH 15 - PROGRESS: at 86.53% examples, 677394 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:27,411 : INFO : EPOCH 15 - PROGRESS: at 86.90% examples, 677562 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:39:28,413 : INFO : EPOCH 15 - PROGRESS: at 87.23% examples, 677788 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:29,430 : INFO : EPOCH 15 - PROGRESS: at 87.60% examples, 677965 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:30,435 : INFO : EPOCH 15 - PROGRESS: at 87.96% examples, 678149 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:31,448 : INFO : EPOCH 15 - PROGRESS: at 88.31% examples, 678349 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:32,457 : INFO : EPOCH 15 - PROGRESS: at 88.66% examples, 678527 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:39:33,470 : INFO : EPOCH 15 - PROGRESS: at 89.03% examples, 678694 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:34,475 : INFO : EPOCH 15 - PROGRESS: at 89.38% examples, 678906 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:35,476 : INFO : EPOCH 15 - PROGRESS: at 89.73% examples, 679063 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:36,480 : INFO : EPOCH 15 - PROGRESS: at 90.09% examples, 679204 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:37,481 : INFO : EPOCH 15 - PROGRESS: at 90.44% examples, 679400 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:38,493 : INFO : EPOCH 15 - PROGRESS: at 90.81% examples, 679550 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:39,507 : INFO : EPOCH 15 - PROGRESS: at 91.17% examples, 679716 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:40,508 : INFO : EPOCH 15 - PROGRESS: at 91.52% examples, 679932 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:39:41,514 : INFO : EPOCH 15 - PROGRESS: at 91.88% examples, 680048 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:39:42,528 : INFO : EPOCH 15 - PROGRESS: at 92.23% examples, 680212 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:43,530 : INFO : EPOCH 15 - PROGRESS: at 92.56% examples, 680360 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:44,538 : INFO : EPOCH 15 - PROGRESS: at 92.91% examples, 680546 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:45,554 : INFO : EPOCH 15 - PROGRESS: at 93.25% examples, 680710 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:46,554 : INFO : EPOCH 15 - PROGRESS: at 93.60% examples, 680850 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:39:47,568 : INFO : EPOCH 15 - PROGRESS: at 93.93% examples, 681055 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:48,578 : INFO : EPOCH 15 - PROGRESS: at 94.29% examples, 681225 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:49,579 : INFO : EPOCH 15 - PROGRESS: at 94.66% examples, 681343 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:50,583 : INFO : EPOCH 15 - PROGRESS: at 95.02% examples, 681500 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:51,592 : INFO : EPOCH 15 - PROGRESS: at 95.40% examples, 681668 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:52,596 : INFO : EPOCH 15 - PROGRESS: at 95.78% examples, 681851 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:53,598 : INFO : EPOCH 15 - PROGRESS: at 96.13% examples, 682028 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:54,606 : INFO : EPOCH 15 - PROGRESS: at 96.48% examples, 682164 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:55,606 : INFO : EPOCH 15 - PROGRESS: at 96.83% examples, 682334 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:56,607 : INFO : EPOCH 15 - PROGRESS: at 97.17% examples, 682493 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:39:57,610 : INFO : EPOCH 15 - PROGRESS: at 97.53% examples, 682646 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:39:58,612 : INFO : EPOCH 15 - PROGRESS: at 97.86% examples, 682800 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:39:59,615 : INFO : EPOCH 15 - PROGRESS: at 98.18% examples, 682987 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:00,619 : INFO : EPOCH 15 - PROGRESS: at 98.53% examples, 683158 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:01,628 : INFO : EPOCH 15 - PROGRESS: at 98.89% examples, 683278 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:40:02,638 : INFO : EPOCH 15 - PROGRESS: at 99.25% examples, 683375 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:03,642 : INFO : EPOCH 15 - PROGRESS: at 99.59% examples, 683547 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:04,645 : INFO : EPOCH 15 - PROGRESS: at 99.95% examples, 683692 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:04,736 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 21:40:04,739 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 21:40:04,747 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 21:40:04,756 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 21:40:04,757 : INFO : EPOCH - 15 : training on 266101604 raw words (206716433 effective words) took 302.3s, 683732 effective words/s
2020-07-24 21:40:05,771 : INFO : EPOCH 16 - PROGRESS: at 0.33% examples, 707689 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:06,774 : INFO : EPOCH 16 - PROGRESS: at 0.67% examples, 718457 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:07,785 : INFO : EPOCH 16 - PROGRESS: at 1.05% examples, 723311 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:08,787 : INFO : EPOCH 16 - PROGRESS: at 1.40% examples, 722407 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:09,795 : INFO : EPOCH 16 - PROGRESS: at 1.73% examples, 722041 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:10,809 : INFO : EPOCH 16 - PROGRESS: at 2.10% examples, 724289 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:11,818 : INFO : EPOCH 16 - PROGRESS: at 2.43% examples, 724701 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:40:12,821 : INFO : EPOCH 16 - PROGRESS: at 2.79% examples, 724143 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:13,825 : INFO : EPOCH 16 - PROGRESS: at 3.16% examples, 722936 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:14,826 : INFO : EPOCH 16 - PROGRESS: at 3.51% examples, 723666 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:15,832 : INFO : EPOCH 16 - PROGRESS: at 3.83% examples, 725170 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:16,841 : INFO : EPOCH 16 - PROGRESS: at 4.17% examples, 723972 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:17,847 : INFO : EPOCH 16 - PROGRESS: at 4.52% examples, 724997 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:18,851 : INFO : EPOCH 16 - PROGRESS: at 4.85% examples, 724880 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:19,857 : INFO : EPOCH 16 - PROGRESS: at 5.21% examples, 725196 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:20,863 : INFO : EPOCH 16 - PROGRESS: at 5.56% examples, 724456 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:21,865 : INFO : EPOCH 16 - PROGRESS: at 5.94% examples, 724234 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:22,874 : INFO : EPOCH 16 - PROGRESS: at 6.27% examples, 724382 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:23,878 : INFO : EPOCH 16 - PROGRESS: at 6.62% examples, 723472 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:24,889 : INFO : EPOCH 16 - PROGRESS: at 6.98% examples, 723646 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:25,890 : INFO : EPOCH 16 - PROGRESS: at 7.36% examples, 723538 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:26,913 : INFO : EPOCH 16 - PROGRESS: at 7.71% examples, 723402 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:27,920 : INFO : EPOCH 16 - PROGRESS: at 8.07% examples, 723396 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:28,931 : INFO : EPOCH 16 - PROGRESS: at 8.44% examples, 723088 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:29,942 : INFO : EPOCH 16 - PROGRESS: at 8.79% examples, 723494 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:30,942 : INFO : EPOCH 16 - PROGRESS: at 9.13% examples, 723631 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:40:31,944 : INFO : EPOCH 16 - PROGRESS: at 9.46% examples, 723995 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:32,948 : INFO : EPOCH 16 - PROGRESS: at 9.79% examples, 723899 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:33,953 : INFO : EPOCH 16 - PROGRESS: at 10.12% examples, 724035 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:34,956 : INFO : EPOCH 16 - PROGRESS: at 10.46% examples, 724278 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:35,968 : INFO : EPOCH 16 - PROGRESS: at 10.85% examples, 724092 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:36,977 : INFO : EPOCH 16 - PROGRESS: at 11.19% examples, 724029 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:37,980 : INFO : EPOCH 16 - PROGRESS: at 11.56% examples, 724190 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:38,983 : INFO : EPOCH 16 - PROGRESS: at 11.93% examples, 723765 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:39,984 : INFO : EPOCH 16 - PROGRESS: at 12.25% examples, 724116 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:40,996 : INFO : EPOCH 16 - PROGRESS: at 12.61% examples, 723694 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:42,008 : INFO : EPOCH 16 - PROGRESS: at 12.97% examples, 723916 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:43,011 : INFO : EPOCH 16 - PROGRESS: at 13.32% examples, 724164 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:44,017 : INFO : EPOCH 16 - PROGRESS: at 13.69% examples, 724237 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:45,017 : INFO : EPOCH 16 - PROGRESS: at 14.06% examples, 724607 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:46,031 : INFO : EPOCH 16 - PROGRESS: at 14.42% examples, 724153 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:47,035 : INFO : EPOCH 16 - PROGRESS: at 14.79% examples, 724532 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:48,039 : INFO : EPOCH 16 - PROGRESS: at 15.12% examples, 724673 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:40:49,063 : INFO : EPOCH 16 - PROGRESS: at 15.52% examples, 724542 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:50,078 : INFO : EPOCH 16 - PROGRESS: at 15.89% examples, 724663 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:51,080 : INFO : EPOCH 16 - PROGRESS: at 16.24% examples, 724810 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:52,100 : INFO : EPOCH 16 - PROGRESS: at 16.60% examples, 724570 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:53,116 : INFO : EPOCH 16 - PROGRESS: at 16.96% examples, 724473 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:54,121 : INFO : EPOCH 16 - PROGRESS: at 17.32% examples, 724520 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:55,126 : INFO : EPOCH 16 - PROGRESS: at 17.70% examples, 724563 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:56,128 : INFO : EPOCH 16 - PROGRESS: at 18.05% examples, 724600 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:57,128 : INFO : EPOCH 16 - PROGRESS: at 18.40% examples, 724647 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:58,149 : INFO : EPOCH 16 - PROGRESS: at 18.75% examples, 724611 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:40:59,161 : INFO : EPOCH 16 - PROGRESS: at 19.10% examples, 724683 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:00,162 : INFO : EPOCH 16 - PROGRESS: at 19.46% examples, 724355 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:01,164 : INFO : EPOCH 16 - PROGRESS: at 19.81% examples, 724090 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:02,170 : INFO : EPOCH 16 - PROGRESS: at 20.15% examples, 723717 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:03,172 : INFO : EPOCH 16 - PROGRESS: at 20.48% examples, 723299 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:04,175 : INFO : EPOCH 16 - PROGRESS: at 20.81% examples, 722705 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:05,190 : INFO : EPOCH 16 - PROGRESS: at 21.10% examples, 720762 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:06,215 : INFO : EPOCH 16 - PROGRESS: at 21.39% examples, 718893 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:07,216 : INFO : EPOCH 16 - PROGRESS: at 21.73% examples, 718992 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:08,217 : INFO : EPOCH 16 - PROGRESS: at 22.09% examples, 719046 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:09,224 : INFO : EPOCH 16 - PROGRESS: at 22.44% examples, 719197 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:10,225 : INFO : EPOCH 16 - PROGRESS: at 22.81% examples, 719392 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:11,231 : INFO : EPOCH 16 - PROGRESS: at 23.13% examples, 719651 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:12,256 : INFO : EPOCH 16 - PROGRESS: at 23.49% examples, 719719 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:13,259 : INFO : EPOCH 16 - PROGRESS: at 23.84% examples, 719869 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:14,260 : INFO : EPOCH 16 - PROGRESS: at 24.18% examples, 720030 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:41:15,265 : INFO : EPOCH 16 - PROGRESS: at 24.58% examples, 719927 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:16,266 : INFO : EPOCH 16 - PROGRESS: at 24.93% examples, 720034 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:17,284 : INFO : EPOCH 16 - PROGRESS: at 25.28% examples, 719986 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:18,294 : INFO : EPOCH 16 - PROGRESS: at 25.63% examples, 719967 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:19,297 : INFO : EPOCH 16 - PROGRESS: at 25.98% examples, 720039 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:20,301 : INFO : EPOCH 16 - PROGRESS: at 26.33% examples, 720197 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:21,305 : INFO : EPOCH 16 - PROGRESS: at 26.69% examples, 720169 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:22,308 : INFO : EPOCH 16 - PROGRESS: at 27.04% examples, 720254 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:23,312 : INFO : EPOCH 16 - PROGRESS: at 27.42% examples, 720402 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:24,319 : INFO : EPOCH 16 - PROGRESS: at 27.75% examples, 720447 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:25,326 : INFO : EPOCH 16 - PROGRESS: at 28.11% examples, 720643 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:26,327 : INFO : EPOCH 16 - PROGRESS: at 28.48% examples, 720633 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:27,334 : INFO : EPOCH 16 - PROGRESS: at 28.85% examples, 720824 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:28,344 : INFO : EPOCH 16 - PROGRESS: at 29.21% examples, 720861 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:29,349 : INFO : EPOCH 16 - PROGRESS: at 29.56% examples, 720988 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:30,369 : INFO : EPOCH 16 - PROGRESS: at 29.92% examples, 720880 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:31,377 : INFO : EPOCH 16 - PROGRESS: at 30.28% examples, 721052 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:32,380 : INFO : EPOCH 16 - PROGRESS: at 30.64% examples, 721031 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:33,395 : INFO : EPOCH 16 - PROGRESS: at 31.02% examples, 721175 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:41:34,396 : INFO : EPOCH 16 - PROGRESS: at 31.36% examples, 721343 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:35,406 : INFO : EPOCH 16 - PROGRESS: at 31.71% examples, 721270 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:36,409 : INFO : EPOCH 16 - PROGRESS: at 32.08% examples, 721331 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:37,417 : INFO : EPOCH 16 - PROGRESS: at 32.45% examples, 721237 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:38,432 : INFO : EPOCH 16 - PROGRESS: at 32.80% examples, 720488 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:39,445 : INFO : EPOCH 16 - PROGRESS: at 33.14% examples, 719756 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:40,455 : INFO : EPOCH 16 - PROGRESS: at 33.45% examples, 719158 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:41,474 : INFO : EPOCH 16 - PROGRESS: at 33.76% examples, 718473 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:42,482 : INFO : EPOCH 16 - PROGRESS: at 34.09% examples, 717981 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:43,485 : INFO : EPOCH 16 - PROGRESS: at 34.42% examples, 717498 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:44,487 : INFO : EPOCH 16 - PROGRESS: at 34.76% examples, 716851 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:45,489 : INFO : EPOCH 16 - PROGRESS: at 35.07% examples, 716295 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:41:46,495 : INFO : EPOCH 16 - PROGRESS: at 35.39% examples, 715847 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:47,499 : INFO : EPOCH 16 - PROGRESS: at 35.71% examples, 715263 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:48,509 : INFO : EPOCH 16 - PROGRESS: at 36.04% examples, 714657 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:49,531 : INFO : EPOCH 16 - PROGRESS: at 36.37% examples, 714176 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:50,539 : INFO : EPOCH 16 - PROGRESS: at 36.71% examples, 713631 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:51,539 : INFO : EPOCH 16 - PROGRESS: at 37.02% examples, 713186 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:52,555 : INFO : EPOCH 16 - PROGRESS: at 37.33% examples, 712681 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:53,562 : INFO : EPOCH 16 - PROGRESS: at 37.61% examples, 712220 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:54,564 : INFO : EPOCH 16 - PROGRESS: at 37.92% examples, 711710 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:41:55,566 : INFO : EPOCH 16 - PROGRESS: at 38.24% examples, 711227 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:56,571 : INFO : EPOCH 16 - PROGRESS: at 38.58% examples, 710704 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:57,586 : INFO : EPOCH 16 - PROGRESS: at 38.91% examples, 710199 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:58,587 : INFO : EPOCH 16 - PROGRESS: at 39.23% examples, 709790 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:41:59,592 : INFO : EPOCH 16 - PROGRESS: at 39.52% examples, 709357 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:00,600 : INFO : EPOCH 16 - PROGRESS: at 39.85% examples, 708939 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:01,602 : INFO : EPOCH 16 - PROGRESS: at 40.17% examples, 708531 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:02,607 : INFO : EPOCH 16 - PROGRESS: at 40.47% examples, 708066 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:03,617 : INFO : EPOCH 16 - PROGRESS: at 40.77% examples, 707721 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:04,622 : INFO : EPOCH 16 - PROGRESS: at 41.08% examples, 707374 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:05,646 : INFO : EPOCH 16 - PROGRESS: at 41.39% examples, 706916 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:06,657 : INFO : EPOCH 16 - PROGRESS: at 41.70% examples, 706548 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:07,658 : INFO : EPOCH 16 - PROGRESS: at 42.02% examples, 706167 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:08,668 : INFO : EPOCH 16 - PROGRESS: at 42.35% examples, 705830 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:09,674 : INFO : EPOCH 16 - PROGRESS: at 42.67% examples, 705412 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:10,680 : INFO : EPOCH 16 - PROGRESS: at 42.95% examples, 705087 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:11,690 : INFO : EPOCH 16 - PROGRESS: at 43.29% examples, 704659 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:12,693 : INFO : EPOCH 16 - PROGRESS: at 43.62% examples, 704338 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:13,705 : INFO : EPOCH 16 - PROGRESS: at 43.93% examples, 704005 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:14,709 : INFO : EPOCH 16 - PROGRESS: at 44.26% examples, 703595 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:15,710 : INFO : EPOCH 16 - PROGRESS: at 44.58% examples, 703315 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:16,722 : INFO : EPOCH 16 - PROGRESS: at 44.90% examples, 702924 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:17,727 : INFO : EPOCH 16 - PROGRESS: at 45.23% examples, 702603 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:18,750 : INFO : EPOCH 16 - PROGRESS: at 45.57% examples, 702148 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:19,751 : INFO : EPOCH 16 - PROGRESS: at 45.89% examples, 701823 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:20,753 : INFO : EPOCH 16 - PROGRESS: at 46.21% examples, 701533 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:21,781 : INFO : EPOCH 16 - PROGRESS: at 46.53% examples, 701178 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:22,783 : INFO : EPOCH 16 - PROGRESS: at 46.84% examples, 701007 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:23,794 : INFO : EPOCH 16 - PROGRESS: at 47.15% examples, 700661 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:24,809 : INFO : EPOCH 16 - PROGRESS: at 47.46% examples, 700386 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:25,815 : INFO : EPOCH 16 - PROGRESS: at 47.78% examples, 700119 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:42:26,822 : INFO : EPOCH 16 - PROGRESS: at 48.11% examples, 699908 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:27,825 : INFO : EPOCH 16 - PROGRESS: at 48.42% examples, 699686 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:28,834 : INFO : EPOCH 16 - PROGRESS: at 48.74% examples, 699418 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:29,844 : INFO : EPOCH 16 - PROGRESS: at 49.06% examples, 699056 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:30,844 : INFO : EPOCH 16 - PROGRESS: at 49.39% examples, 698805 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:31,849 : INFO : EPOCH 16 - PROGRESS: at 49.73% examples, 698477 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:32,858 : INFO : EPOCH 16 - PROGRESS: at 50.05% examples, 698244 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:33,869 : INFO : EPOCH 16 - PROGRESS: at 50.38% examples, 697998 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:34,884 : INFO : EPOCH 16 - PROGRESS: at 50.68% examples, 697744 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:35,890 : INFO : EPOCH 16 - PROGRESS: at 51.00% examples, 697498 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:36,915 : INFO : EPOCH 16 - PROGRESS: at 51.33% examples, 697232 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:37,936 : INFO : EPOCH 16 - PROGRESS: at 51.66% examples, 696998 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:42:38,944 : INFO : EPOCH 16 - PROGRESS: at 52.00% examples, 696762 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:39,956 : INFO : EPOCH 16 - PROGRESS: at 52.32% examples, 696538 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:40,956 : INFO : EPOCH 16 - PROGRESS: at 52.64% examples, 696302 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:41,959 : INFO : EPOCH 16 - PROGRESS: at 52.96% examples, 696064 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:42:42,967 : INFO : EPOCH 16 - PROGRESS: at 53.28% examples, 695863 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:43,978 : INFO : EPOCH 16 - PROGRESS: at 53.60% examples, 695580 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:44,997 : INFO : EPOCH 16 - PROGRESS: at 53.92% examples, 695359 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:46,001 : INFO : EPOCH 16 - PROGRESS: at 54.27% examples, 695122 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:47,004 : INFO : EPOCH 16 - PROGRESS: at 54.61% examples, 694930 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:48,013 : INFO : EPOCH 16 - PROGRESS: at 54.93% examples, 694661 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:49,019 : INFO : EPOCH 16 - PROGRESS: at 55.27% examples, 694489 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:50,024 : INFO : EPOCH 16 - PROGRESS: at 55.59% examples, 694258 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:42:51,029 : INFO : EPOCH 16 - PROGRESS: at 55.93% examples, 694029 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:52,042 : INFO : EPOCH 16 - PROGRESS: at 56.27% examples, 693805 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:53,046 : INFO : EPOCH 16 - PROGRESS: at 56.62% examples, 693613 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:42:54,047 : INFO : EPOCH 16 - PROGRESS: at 56.90% examples, 693425 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:55,052 : INFO : EPOCH 16 - PROGRESS: at 57.23% examples, 693226 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:56,053 : INFO : EPOCH 16 - PROGRESS: at 57.55% examples, 692987 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:57,057 : INFO : EPOCH 16 - PROGRESS: at 57.86% examples, 692852 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:58,071 : INFO : EPOCH 16 - PROGRESS: at 58.17% examples, 692660 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:42:59,076 : INFO : EPOCH 16 - PROGRESS: at 58.52% examples, 692387 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:00,077 : INFO : EPOCH 16 - PROGRESS: at 58.84% examples, 692189 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:01,092 : INFO : EPOCH 16 - PROGRESS: at 59.16% examples, 691967 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:02,098 : INFO : EPOCH 16 - PROGRESS: at 59.47% examples, 691819 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:03,101 : INFO : EPOCH 16 - PROGRESS: at 59.79% examples, 691585 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:04,118 : INFO : EPOCH 16 - PROGRESS: at 60.11% examples, 691396 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:05,124 : INFO : EPOCH 16 - PROGRESS: at 60.42% examples, 691206 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:06,125 : INFO : EPOCH 16 - PROGRESS: at 60.76% examples, 691041 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:07,139 : INFO : EPOCH 16 - PROGRESS: at 61.12% examples, 690818 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:08,142 : INFO : EPOCH 16 - PROGRESS: at 61.41% examples, 690703 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:09,151 : INFO : EPOCH 16 - PROGRESS: at 61.74% examples, 690507 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:10,155 : INFO : EPOCH 16 - PROGRESS: at 62.05% examples, 690356 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:11,160 : INFO : EPOCH 16 - PROGRESS: at 62.38% examples, 690149 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:43:12,176 : INFO : EPOCH 16 - PROGRESS: at 62.70% examples, 689969 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:13,179 : INFO : EPOCH 16 - PROGRESS: at 63.02% examples, 689790 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:14,182 : INFO : EPOCH 16 - PROGRESS: at 63.34% examples, 689698 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:15,195 : INFO : EPOCH 16 - PROGRESS: at 63.65% examples, 689495 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:16,224 : INFO : EPOCH 16 - PROGRESS: at 63.97% examples, 689357 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:43:17,236 : INFO : EPOCH 16 - PROGRESS: at 64.29% examples, 689215 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:18,245 : INFO : EPOCH 16 - PROGRESS: at 64.60% examples, 689122 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:43:19,249 : INFO : EPOCH 16 - PROGRESS: at 64.94% examples, 688926 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:43:20,255 : INFO : EPOCH 16 - PROGRESS: at 65.26% examples, 688728 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:21,269 : INFO : EPOCH 16 - PROGRESS: at 65.59% examples, 688586 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:22,281 : INFO : EPOCH 16 - PROGRESS: at 65.90% examples, 688438 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:23,301 : INFO : EPOCH 16 - PROGRESS: at 66.23% examples, 688277 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:24,307 : INFO : EPOCH 16 - PROGRESS: at 66.56% examples, 688120 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:43:25,311 : INFO : EPOCH 16 - PROGRESS: at 66.87% examples, 688044 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:26,317 : INFO : EPOCH 16 - PROGRESS: at 67.19% examples, 687879 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:27,323 : INFO : EPOCH 16 - PROGRESS: at 67.50% examples, 687761 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:28,323 : INFO : EPOCH 16 - PROGRESS: at 67.83% examples, 687661 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:29,335 : INFO : EPOCH 16 - PROGRESS: at 68.14% examples, 687495 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:30,357 : INFO : EPOCH 16 - PROGRESS: at 68.44% examples, 687440 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:31,365 : INFO : EPOCH 16 - PROGRESS: at 68.76% examples, 687331 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:32,375 : INFO : EPOCH 16 - PROGRESS: at 69.09% examples, 687207 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:33,386 : INFO : EPOCH 16 - PROGRESS: at 69.42% examples, 687114 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:34,408 : INFO : EPOCH 16 - PROGRESS: at 69.72% examples, 686959 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:35,411 : INFO : EPOCH 16 - PROGRESS: at 70.05% examples, 686896 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:36,422 : INFO : EPOCH 16 - PROGRESS: at 70.36% examples, 686761 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:43:37,425 : INFO : EPOCH 16 - PROGRESS: at 70.68% examples, 686593 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:38,431 : INFO : EPOCH 16 - PROGRESS: at 70.98% examples, 686476 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:43:39,445 : INFO : EPOCH 16 - PROGRESS: at 71.31% examples, 686317 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:40,463 : INFO : EPOCH 16 - PROGRESS: at 71.63% examples, 686012 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:41,465 : INFO : EPOCH 16 - PROGRESS: at 71.95% examples, 685746 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:42,474 : INFO : EPOCH 16 - PROGRESS: at 72.25% examples, 685484 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:43,479 : INFO : EPOCH 16 - PROGRESS: at 72.57% examples, 685219 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:44,485 : INFO : EPOCH 16 - PROGRESS: at 72.85% examples, 684800 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:45,486 : INFO : EPOCH 16 - PROGRESS: at 73.13% examples, 684415 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:46,492 : INFO : EPOCH 16 - PROGRESS: at 73.46% examples, 684364 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:47,499 : INFO : EPOCH 16 - PROGRESS: at 73.77% examples, 684584 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:48,518 : INFO : EPOCH 16 - PROGRESS: at 74.11% examples, 684790 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:49,531 : INFO : EPOCH 16 - PROGRESS: at 74.46% examples, 684946 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:50,533 : INFO : EPOCH 16 - PROGRESS: at 74.80% examples, 685124 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:51,543 : INFO : EPOCH 16 - PROGRESS: at 75.14% examples, 685340 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:52,553 : INFO : EPOCH 16 - PROGRESS: at 75.50% examples, 685499 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:43:53,558 : INFO : EPOCH 16 - PROGRESS: at 75.83% examples, 685672 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:43:54,564 : INFO : EPOCH 16 - PROGRESS: at 76.22% examples, 685850 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:55,567 : INFO : EPOCH 16 - PROGRESS: at 76.57% examples, 685990 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:56,571 : INFO : EPOCH 16 - PROGRESS: at 76.93% examples, 686154 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:57,576 : INFO : EPOCH 16 - PROGRESS: at 77.28% examples, 686307 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:43:58,596 : INFO : EPOCH 16 - PROGRESS: at 77.62% examples, 686485 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:43:59,614 : INFO : EPOCH 16 - PROGRESS: at 77.99% examples, 686656 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:00,616 : INFO : EPOCH 16 - PROGRESS: at 78.35% examples, 686865 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:01,625 : INFO : EPOCH 16 - PROGRESS: at 78.72% examples, 687030 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:02,637 : INFO : EPOCH 16 - PROGRESS: at 79.07% examples, 687161 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:03,643 : INFO : EPOCH 16 - PROGRESS: at 79.40% examples, 687330 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:04,666 : INFO : EPOCH 16 - PROGRESS: at 79.78% examples, 687499 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:05,676 : INFO : EPOCH 16 - PROGRESS: at 80.14% examples, 687654 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:06,689 : INFO : EPOCH 16 - PROGRESS: at 80.48% examples, 687828 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:07,698 : INFO : EPOCH 16 - PROGRESS: at 80.83% examples, 688011 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:08,703 : INFO : EPOCH 16 - PROGRESS: at 81.20% examples, 688175 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:09,712 : INFO : EPOCH 16 - PROGRESS: at 81.55% examples, 688287 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:10,718 : INFO : EPOCH 16 - PROGRESS: at 81.89% examples, 688459 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:11,721 : INFO : EPOCH 16 - PROGRESS: at 82.25% examples, 688604 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:12,722 : INFO : EPOCH 16 - PROGRESS: at 82.63% examples, 688762 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:13,733 : INFO : EPOCH 16 - PROGRESS: at 83.00% examples, 688853 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:14,748 : INFO : EPOCH 16 - PROGRESS: at 83.34% examples, 689041 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:15,749 : INFO : EPOCH 16 - PROGRESS: at 83.70% examples, 689215 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:16,750 : INFO : EPOCH 16 - PROGRESS: at 84.06% examples, 689339 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:17,753 : INFO : EPOCH 16 - PROGRESS: at 84.40% examples, 689451 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:44:18,772 : INFO : EPOCH 16 - PROGRESS: at 84.75% examples, 689604 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:19,776 : INFO : EPOCH 16 - PROGRESS: at 85.09% examples, 689799 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:20,786 : INFO : EPOCH 16 - PROGRESS: at 85.45% examples, 689933 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:21,790 : INFO : EPOCH 16 - PROGRESS: at 85.78% examples, 690084 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:44:22,798 : INFO : EPOCH 16 - PROGRESS: at 86.16% examples, 690228 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:23,812 : INFO : EPOCH 16 - PROGRESS: at 86.53% examples, 690350 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:24,823 : INFO : EPOCH 16 - PROGRESS: at 86.91% examples, 690485 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:25,823 : INFO : EPOCH 16 - PROGRESS: at 87.24% examples, 690654 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:26,832 : INFO : EPOCH 16 - PROGRESS: at 87.60% examples, 690799 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:27,845 : INFO : EPOCH 16 - PROGRESS: at 87.96% examples, 690904 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:28,862 : INFO : EPOCH 16 - PROGRESS: at 88.31% examples, 691049 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:44:29,866 : INFO : EPOCH 16 - PROGRESS: at 88.66% examples, 691175 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:30,870 : INFO : EPOCH 16 - PROGRESS: at 89.04% examples, 691323 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:31,874 : INFO : EPOCH 16 - PROGRESS: at 89.38% examples, 691489 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:32,875 : INFO : EPOCH 16 - PROGRESS: at 89.74% examples, 691599 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:33,878 : INFO : EPOCH 16 - PROGRESS: at 90.10% examples, 691756 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:34,879 : INFO : EPOCH 16 - PROGRESS: at 90.44% examples, 691883 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:35,880 : INFO : EPOCH 16 - PROGRESS: at 90.81% examples, 691960 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:36,892 : INFO : EPOCH 16 - PROGRESS: at 91.17% examples, 692089 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:44:37,917 : INFO : EPOCH 16 - PROGRESS: at 91.52% examples, 692230 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:38,927 : INFO : EPOCH 16 - PROGRESS: at 91.89% examples, 692369 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:39,930 : INFO : EPOCH 16 - PROGRESS: at 92.24% examples, 692507 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:40,947 : INFO : EPOCH 16 - PROGRESS: at 92.57% examples, 692658 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:41,950 : INFO : EPOCH 16 - PROGRESS: at 92.93% examples, 692802 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:42,951 : INFO : EPOCH 16 - PROGRESS: at 93.27% examples, 692922 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:44:43,952 : INFO : EPOCH 16 - PROGRESS: at 93.62% examples, 693070 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:44:44,954 : INFO : EPOCH 16 - PROGRESS: at 93.95% examples, 693192 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:44:45,957 : INFO : EPOCH 16 - PROGRESS: at 94.31% examples, 693329 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:46,967 : INFO : EPOCH 16 - PROGRESS: at 94.68% examples, 693418 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:44:47,982 : INFO : EPOCH 16 - PROGRESS: at 95.04% examples, 693523 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:48,985 : INFO : EPOCH 16 - PROGRESS: at 95.41% examples, 693637 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:49,985 : INFO : EPOCH 16 - PROGRESS: at 95.78% examples, 693740 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:50,986 : INFO : EPOCH 16 - PROGRESS: at 96.13% examples, 693865 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:51,997 : INFO : EPOCH 16 - PROGRESS: at 96.49% examples, 693947 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:53,001 : INFO : EPOCH 16 - PROGRESS: at 96.83% examples, 694097 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:54,006 : INFO : EPOCH 16 - PROGRESS: at 97.19% examples, 694232 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:55,018 : INFO : EPOCH 16 - PROGRESS: at 97.54% examples, 694359 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:56,028 : INFO : EPOCH 16 - PROGRESS: at 97.88% examples, 694496 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:57,036 : INFO : EPOCH 16 - PROGRESS: at 98.20% examples, 694611 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:58,050 : INFO : EPOCH 16 - PROGRESS: at 98.54% examples, 694731 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:44:59,070 : INFO : EPOCH 16 - PROGRESS: at 98.92% examples, 694827 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:00,074 : INFO : EPOCH 16 - PROGRESS: at 99.27% examples, 694942 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:01,094 : INFO : EPOCH 16 - PROGRESS: at 99.62% examples, 695023 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:02,105 : INFO : EPOCH 16 - PROGRESS: at 99.98% examples, 695119 words/s, in_qsize 4, out_qsize 0
2020-07-24 21:45:02,117 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 21:45:02,118 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 21:45:02,129 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 21:45:02,131 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 21:45:02,132 : INFO : EPOCH - 16 : training on 266101604 raw words (206712973 effective words) took 297.4s, 695149 effective words/s
2020-07-24 21:45:03,139 : INFO : EPOCH 17 - PROGRESS: at 0.33% examples, 705139 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:04,141 : INFO : EPOCH 17 - PROGRESS: at 0.68% examples, 725931 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:05,144 : INFO : EPOCH 17 - PROGRESS: at 1.05% examples, 722945 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:06,154 : INFO : EPOCH 17 - PROGRESS: at 1.40% examples, 722563 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:07,157 : INFO : EPOCH 17 - PROGRESS: at 1.74% examples, 724215 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:08,163 : INFO : EPOCH 17 - PROGRESS: at 2.10% examples, 726783 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:09,184 : INFO : EPOCH 17 - PROGRESS: at 2.43% examples, 727121 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:10,195 : INFO : EPOCH 17 - PROGRESS: at 2.80% examples, 726241 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:11,203 : INFO : EPOCH 17 - PROGRESS: at 3.17% examples, 725787 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:12,203 : INFO : EPOCH 17 - PROGRESS: at 3.52% examples, 725179 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:13,206 : INFO : EPOCH 17 - PROGRESS: at 3.85% examples, 727434 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:14,213 : INFO : EPOCH 17 - PROGRESS: at 4.20% examples, 726918 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:15,216 : INFO : EPOCH 17 - PROGRESS: at 4.53% examples, 727261 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:16,217 : INFO : EPOCH 17 - PROGRESS: at 4.87% examples, 727355 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:17,220 : INFO : EPOCH 17 - PROGRESS: at 5.22% examples, 727158 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:18,221 : INFO : EPOCH 17 - PROGRESS: at 5.58% examples, 726786 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:45:19,230 : INFO : EPOCH 17 - PROGRESS: at 5.95% examples, 725872 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:20,235 : INFO : EPOCH 17 - PROGRESS: at 6.29% examples, 726374 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:21,244 : INFO : EPOCH 17 - PROGRESS: at 6.65% examples, 726534 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:22,254 : INFO : EPOCH 17 - PROGRESS: at 7.01% examples, 726493 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:45:23,259 : INFO : EPOCH 17 - PROGRESS: at 7.38% examples, 726007 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:24,274 : INFO : EPOCH 17 - PROGRESS: at 7.74% examples, 726291 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:25,276 : INFO : EPOCH 17 - PROGRESS: at 8.10% examples, 726408 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:26,292 : INFO : EPOCH 17 - PROGRESS: at 8.48% examples, 726089 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:45:27,310 : INFO : EPOCH 17 - PROGRESS: at 8.81% examples, 726153 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:28,310 : INFO : EPOCH 17 - PROGRESS: at 9.16% examples, 726416 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:29,322 : INFO : EPOCH 17 - PROGRESS: at 9.51% examples, 726818 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:30,330 : INFO : EPOCH 17 - PROGRESS: at 9.84% examples, 727269 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:31,332 : INFO : EPOCH 17 - PROGRESS: at 10.18% examples, 727638 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:32,340 : INFO : EPOCH 17 - PROGRESS: at 10.51% examples, 727613 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:33,357 : INFO : EPOCH 17 - PROGRESS: at 10.90% examples, 727371 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:34,359 : INFO : EPOCH 17 - PROGRESS: at 11.26% examples, 727446 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:35,374 : INFO : EPOCH 17 - PROGRESS: at 11.61% examples, 727003 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:36,386 : INFO : EPOCH 17 - PROGRESS: at 12.00% examples, 727174 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:37,391 : INFO : EPOCH 17 - PROGRESS: at 12.32% examples, 727403 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:38,398 : INFO : EPOCH 17 - PROGRESS: at 12.69% examples, 727222 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:39,411 : INFO : EPOCH 17 - PROGRESS: at 13.04% examples, 727502 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:40,429 : INFO : EPOCH 17 - PROGRESS: at 13.40% examples, 727534 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:41,439 : INFO : EPOCH 17 - PROGRESS: at 13.77% examples, 727494 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:42,448 : INFO : EPOCH 17 - PROGRESS: at 14.15% examples, 727526 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:45:43,460 : INFO : EPOCH 17 - PROGRESS: at 14.51% examples, 727364 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:44,466 : INFO : EPOCH 17 - PROGRESS: at 14.86% examples, 727164 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:45,468 : INFO : EPOCH 17 - PROGRESS: at 15.21% examples, 727234 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:46,475 : INFO : EPOCH 17 - PROGRESS: at 15.60% examples, 727418 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:47,477 : INFO : EPOCH 17 - PROGRESS: at 15.96% examples, 727548 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:48,478 : INFO : EPOCH 17 - PROGRESS: at 16.31% examples, 727601 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:49,479 : INFO : EPOCH 17 - PROGRESS: at 16.68% examples, 727714 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:50,481 : INFO : EPOCH 17 - PROGRESS: at 17.04% examples, 727523 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:51,482 : INFO : EPOCH 17 - PROGRESS: at 17.40% examples, 727553 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:52,485 : INFO : EPOCH 17 - PROGRESS: at 17.78% examples, 727432 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:53,508 : INFO : EPOCH 17 - PROGRESS: at 18.11% examples, 727257 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:54,511 : INFO : EPOCH 17 - PROGRESS: at 18.47% examples, 727271 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:55,515 : INFO : EPOCH 17 - PROGRESS: at 18.84% examples, 727248 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:56,518 : INFO : EPOCH 17 - PROGRESS: at 19.16% examples, 727173 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:57,523 : INFO : EPOCH 17 - PROGRESS: at 19.53% examples, 727032 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:45:58,526 : INFO : EPOCH 17 - PROGRESS: at 19.89% examples, 727226 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:45:59,532 : INFO : EPOCH 17 - PROGRESS: at 20.25% examples, 727498 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:00,541 : INFO : EPOCH 17 - PROGRESS: at 20.59% examples, 727351 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:01,543 : INFO : EPOCH 17 - PROGRESS: at 20.94% examples, 727422 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:02,558 : INFO : EPOCH 17 - PROGRESS: at 21.28% examples, 727634 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:03,558 : INFO : EPOCH 17 - PROGRESS: at 21.62% examples, 727597 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:04,567 : INFO : EPOCH 17 - PROGRESS: at 21.98% examples, 727480 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:05,567 : INFO : EPOCH 17 - PROGRESS: at 22.34% examples, 727634 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:06,569 : INFO : EPOCH 17 - PROGRESS: at 22.71% examples, 727698 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:07,590 : INFO : EPOCH 17 - PROGRESS: at 23.04% examples, 727865 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:08,593 : INFO : EPOCH 17 - PROGRESS: at 23.38% examples, 727943 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:09,597 : INFO : EPOCH 17 - PROGRESS: at 23.74% examples, 727901 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:10,599 : INFO : EPOCH 17 - PROGRESS: at 24.08% examples, 727842 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:11,606 : INFO : EPOCH 17 - PROGRESS: at 24.48% examples, 727743 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:46:12,608 : INFO : EPOCH 17 - PROGRESS: at 24.84% examples, 727689 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:13,612 : INFO : EPOCH 17 - PROGRESS: at 25.18% examples, 727614 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:14,628 : INFO : EPOCH 17 - PROGRESS: at 25.53% examples, 727680 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:15,638 : INFO : EPOCH 17 - PROGRESS: at 25.91% examples, 727685 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:16,646 : INFO : EPOCH 17 - PROGRESS: at 26.26% examples, 727757 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:17,650 : INFO : EPOCH 17 - PROGRESS: at 26.62% examples, 727808 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:18,657 : INFO : EPOCH 17 - PROGRESS: at 26.95% examples, 727664 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:19,660 : INFO : EPOCH 17 - PROGRESS: at 27.31% examples, 727474 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:20,680 : INFO : EPOCH 17 - PROGRESS: at 27.66% examples, 726997 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:21,686 : INFO : EPOCH 17 - PROGRESS: at 27.99% examples, 726721 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:46:22,686 : INFO : EPOCH 17 - PROGRESS: at 28.34% examples, 726404 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:23,692 : INFO : EPOCH 17 - PROGRESS: at 28.68% examples, 726017 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:24,699 : INFO : EPOCH 17 - PROGRESS: at 28.99% examples, 724148 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:25,721 : INFO : EPOCH 17 - PROGRESS: at 29.31% examples, 723248 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:26,725 : INFO : EPOCH 17 - PROGRESS: at 29.66% examples, 723335 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:27,735 : INFO : EPOCH 17 - PROGRESS: at 30.02% examples, 723439 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:28,744 : INFO : EPOCH 17 - PROGRESS: at 30.40% examples, 723488 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:29,747 : INFO : EPOCH 17 - PROGRESS: at 30.76% examples, 723615 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:30,753 : INFO : EPOCH 17 - PROGRESS: at 31.12% examples, 723815 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:31,753 : INFO : EPOCH 17 - PROGRESS: at 31.46% examples, 723864 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:32,754 : INFO : EPOCH 17 - PROGRESS: at 31.82% examples, 723960 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:33,757 : INFO : EPOCH 17 - PROGRESS: at 32.19% examples, 723781 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:34,762 : INFO : EPOCH 17 - PROGRESS: at 32.56% examples, 723771 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:46:35,764 : INFO : EPOCH 17 - PROGRESS: at 32.94% examples, 723828 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:36,775 : INFO : EPOCH 17 - PROGRESS: at 33.32% examples, 723802 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:37,803 : INFO : EPOCH 17 - PROGRESS: at 33.65% examples, 723942 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:38,807 : INFO : EPOCH 17 - PROGRESS: at 34.01% examples, 724084 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:39,816 : INFO : EPOCH 17 - PROGRESS: at 34.37% examples, 724184 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:40,831 : INFO : EPOCH 17 - PROGRESS: at 34.76% examples, 724258 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:46:41,855 : INFO : EPOCH 17 - PROGRESS: at 35.10% examples, 724328 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:46:42,855 : INFO : EPOCH 17 - PROGRESS: at 35.45% examples, 724441 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:43,856 : INFO : EPOCH 17 - PROGRESS: at 35.82% examples, 724611 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:44,877 : INFO : EPOCH 17 - PROGRESS: at 36.20% examples, 724435 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:45,879 : INFO : EPOCH 17 - PROGRESS: at 36.56% examples, 724510 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:46,881 : INFO : EPOCH 17 - PROGRESS: at 36.92% examples, 724598 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:47,881 : INFO : EPOCH 17 - PROGRESS: at 37.25% examples, 724649 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:48,891 : INFO : EPOCH 17 - PROGRESS: at 37.56% examples, 724820 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:49,899 : INFO : EPOCH 17 - PROGRESS: at 37.89% examples, 724804 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:50,905 : INFO : EPOCH 17 - PROGRESS: at 38.26% examples, 724856 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:51,908 : INFO : EPOCH 17 - PROGRESS: at 38.63% examples, 724810 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:52,910 : INFO : EPOCH 17 - PROGRESS: at 38.98% examples, 724857 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:53,928 : INFO : EPOCH 17 - PROGRESS: at 39.32% examples, 724845 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:54,935 : INFO : EPOCH 17 - PROGRESS: at 39.68% examples, 725004 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:55,942 : INFO : EPOCH 17 - PROGRESS: at 40.04% examples, 724984 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:56,942 : INFO : EPOCH 17 - PROGRESS: at 40.38% examples, 725019 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:57,948 : INFO : EPOCH 17 - PROGRESS: at 40.70% examples, 725077 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:46:58,953 : INFO : EPOCH 17 - PROGRESS: at 41.04% examples, 725200 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:46:59,977 : INFO : EPOCH 17 - PROGRESS: at 41.39% examples, 725157 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:00,986 : INFO : EPOCH 17 - PROGRESS: at 41.73% examples, 725212 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:47:01,994 : INFO : EPOCH 17 - PROGRESS: at 42.10% examples, 725241 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:03,003 : INFO : EPOCH 17 - PROGRESS: at 42.46% examples, 725273 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:04,004 : INFO : EPOCH 17 - PROGRESS: at 42.78% examples, 725388 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:05,010 : INFO : EPOCH 17 - PROGRESS: at 43.13% examples, 725418 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:47:06,012 : INFO : EPOCH 17 - PROGRESS: at 43.49% examples, 725435 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:07,013 : INFO : EPOCH 17 - PROGRESS: at 43.84% examples, 725508 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:08,014 : INFO : EPOCH 17 - PROGRESS: at 44.20% examples, 725411 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:09,021 : INFO : EPOCH 17 - PROGRESS: at 44.56% examples, 725531 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:10,030 : INFO : EPOCH 17 - PROGRESS: at 44.93% examples, 725599 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:11,049 : INFO : EPOCH 17 - PROGRESS: at 45.29% examples, 725577 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:12,056 : INFO : EPOCH 17 - PROGRESS: at 45.66% examples, 725598 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:47:13,060 : INFO : EPOCH 17 - PROGRESS: at 46.02% examples, 725542 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:14,076 : INFO : EPOCH 17 - PROGRESS: at 46.36% examples, 725622 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:15,087 : INFO : EPOCH 17 - PROGRESS: at 46.71% examples, 725659 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:16,096 : INFO : EPOCH 17 - PROGRESS: at 47.05% examples, 725689 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:17,105 : INFO : EPOCH 17 - PROGRESS: at 47.40% examples, 725766 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:18,107 : INFO : EPOCH 17 - PROGRESS: at 47.76% examples, 725863 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:47:19,120 : INFO : EPOCH 17 - PROGRESS: at 48.12% examples, 725886 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:20,122 : INFO : EPOCH 17 - PROGRESS: at 48.47% examples, 725959 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:21,136 : INFO : EPOCH 17 - PROGRESS: at 48.81% examples, 726087 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:22,136 : INFO : EPOCH 17 - PROGRESS: at 49.18% examples, 726082 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:23,152 : INFO : EPOCH 17 - PROGRESS: at 49.56% examples, 726059 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:24,152 : INFO : EPOCH 17 - PROGRESS: at 49.92% examples, 726067 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:25,159 : INFO : EPOCH 17 - PROGRESS: at 50.28% examples, 726071 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:26,166 : INFO : EPOCH 17 - PROGRESS: at 50.61% examples, 726144 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:27,170 : INFO : EPOCH 17 - PROGRESS: at 50.96% examples, 726233 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:28,172 : INFO : EPOCH 17 - PROGRESS: at 51.31% examples, 726221 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:29,189 : INFO : EPOCH 17 - PROGRESS: at 51.68% examples, 726199 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:30,194 : INFO : EPOCH 17 - PROGRESS: at 52.05% examples, 726297 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:47:31,198 : INFO : EPOCH 17 - PROGRESS: at 52.39% examples, 726342 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:32,209 : INFO : EPOCH 17 - PROGRESS: at 52.75% examples, 726350 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:33,212 : INFO : EPOCH 17 - PROGRESS: at 53.11% examples, 726396 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:34,225 : INFO : EPOCH 17 - PROGRESS: at 53.48% examples, 726378 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:35,236 : INFO : EPOCH 17 - PROGRESS: at 53.82% examples, 726430 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:36,252 : INFO : EPOCH 17 - PROGRESS: at 54.20% examples, 726391 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:47:37,260 : INFO : EPOCH 17 - PROGRESS: at 54.58% examples, 726392 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:47:38,261 : INFO : EPOCH 17 - PROGRESS: at 54.94% examples, 726403 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:39,264 : INFO : EPOCH 17 - PROGRESS: at 55.31% examples, 726385 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:40,269 : INFO : EPOCH 17 - PROGRESS: at 55.67% examples, 726410 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:41,272 : INFO : EPOCH 17 - PROGRESS: at 56.02% examples, 726457 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:42,293 : INFO : EPOCH 17 - PROGRESS: at 56.41% examples, 726405 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:43,303 : INFO : EPOCH 17 - PROGRESS: at 56.77% examples, 726462 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:44,317 : INFO : EPOCH 17 - PROGRESS: at 57.11% examples, 726438 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:45,323 : INFO : EPOCH 17 - PROGRESS: at 57.48% examples, 726474 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:46,341 : INFO : EPOCH 17 - PROGRESS: at 57.82% examples, 726474 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:47,347 : INFO : EPOCH 17 - PROGRESS: at 58.17% examples, 726514 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:48,356 : INFO : EPOCH 17 - PROGRESS: at 58.55% examples, 726457 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:49,359 : INFO : EPOCH 17 - PROGRESS: at 58.90% examples, 726505 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:50,365 : INFO : EPOCH 17 - PROGRESS: at 59.26% examples, 726529 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:51,368 : INFO : EPOCH 17 - PROGRESS: at 59.62% examples, 726579 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:52,369 : INFO : EPOCH 17 - PROGRESS: at 59.96% examples, 726514 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:53,372 : INFO : EPOCH 17 - PROGRESS: at 60.30% examples, 726583 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:54,397 : INFO : EPOCH 17 - PROGRESS: at 60.67% examples, 726532 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:55,411 : INFO : EPOCH 17 - PROGRESS: at 61.06% examples, 726507 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:56,412 : INFO : EPOCH 17 - PROGRESS: at 61.39% examples, 726563 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:57,415 : INFO : EPOCH 17 - PROGRESS: at 61.75% examples, 726578 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:58,416 : INFO : EPOCH 17 - PROGRESS: at 62.10% examples, 726627 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:47:59,416 : INFO : EPOCH 17 - PROGRESS: at 62.45% examples, 726613 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:48:00,421 : INFO : EPOCH 17 - PROGRESS: at 62.80% examples, 726532 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:01,425 : INFO : EPOCH 17 - PROGRESS: at 63.16% examples, 726528 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:02,431 : INFO : EPOCH 17 - PROGRESS: at 63.50% examples, 726574 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:03,435 : INFO : EPOCH 17 - PROGRESS: at 63.84% examples, 726584 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:04,455 : INFO : EPOCH 17 - PROGRESS: at 64.19% examples, 726562 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:05,465 : INFO : EPOCH 17 - PROGRESS: at 64.54% examples, 726615 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:06,467 : INFO : EPOCH 17 - PROGRESS: at 64.91% examples, 726642 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:07,469 : INFO : EPOCH 17 - PROGRESS: at 65.26% examples, 726564 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:08,477 : INFO : EPOCH 17 - PROGRESS: at 65.63% examples, 726622 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:09,489 : INFO : EPOCH 17 - PROGRESS: at 65.97% examples, 726671 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:10,492 : INFO : EPOCH 17 - PROGRESS: at 66.33% examples, 726660 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:11,495 : INFO : EPOCH 17 - PROGRESS: at 66.69% examples, 726732 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:12,503 : INFO : EPOCH 17 - PROGRESS: at 67.03% examples, 726698 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:13,511 : INFO : EPOCH 17 - PROGRESS: at 67.39% examples, 726703 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:14,528 : INFO : EPOCH 17 - PROGRESS: at 67.75% examples, 726747 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:15,535 : INFO : EPOCH 17 - PROGRESS: at 68.11% examples, 726800 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:16,542 : INFO : EPOCH 17 - PROGRESS: at 68.43% examples, 726891 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:17,552 : INFO : EPOCH 17 - PROGRESS: at 68.78% examples, 726888 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:18,553 : INFO : EPOCH 17 - PROGRESS: at 69.14% examples, 726861 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:48:19,563 : INFO : EPOCH 17 - PROGRESS: at 69.50% examples, 726854 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:20,564 : INFO : EPOCH 17 - PROGRESS: at 69.85% examples, 726921 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:21,584 : INFO : EPOCH 17 - PROGRESS: at 70.19% examples, 726929 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:22,588 : INFO : EPOCH 17 - PROGRESS: at 70.53% examples, 726995 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:23,599 : INFO : EPOCH 17 - PROGRESS: at 70.87% examples, 726940 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:24,613 : INFO : EPOCH 17 - PROGRESS: at 71.24% examples, 726973 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:25,620 : INFO : EPOCH 17 - PROGRESS: at 71.61% examples, 726982 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:26,620 : INFO : EPOCH 17 - PROGRESS: at 71.97% examples, 726995 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:27,632 : INFO : EPOCH 17 - PROGRESS: at 72.34% examples, 726996 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:28,652 : INFO : EPOCH 17 - PROGRESS: at 72.70% examples, 727024 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:29,669 : INFO : EPOCH 17 - PROGRESS: at 73.04% examples, 727078 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:30,683 : INFO : EPOCH 17 - PROGRESS: at 73.41% examples, 727089 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:48:31,696 : INFO : EPOCH 17 - PROGRESS: at 73.74% examples, 727169 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:32,714 : INFO : EPOCH 17 - PROGRESS: at 74.07% examples, 727199 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:33,716 : INFO : EPOCH 17 - PROGRESS: at 74.42% examples, 727252 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:34,725 : INFO : EPOCH 17 - PROGRESS: at 74.76% examples, 727295 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:35,727 : INFO : EPOCH 17 - PROGRESS: at 75.11% examples, 727323 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:36,727 : INFO : EPOCH 17 - PROGRESS: at 75.47% examples, 727333 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:48:37,731 : INFO : EPOCH 17 - PROGRESS: at 75.80% examples, 727335 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:38,735 : INFO : EPOCH 17 - PROGRESS: at 76.19% examples, 727346 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:39,735 : INFO : EPOCH 17 - PROGRESS: at 76.54% examples, 727373 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:40,746 : INFO : EPOCH 17 - PROGRESS: at 76.91% examples, 727364 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:48:41,756 : INFO : EPOCH 17 - PROGRESS: at 77.26% examples, 727365 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:42,767 : INFO : EPOCH 17 - PROGRESS: at 77.61% examples, 727429 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:43,777 : INFO : EPOCH 17 - PROGRESS: at 77.98% examples, 727466 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:44,778 : INFO : EPOCH 17 - PROGRESS: at 78.33% examples, 727434 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:45,786 : INFO : EPOCH 17 - PROGRESS: at 78.70% examples, 727494 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:46,788 : INFO : EPOCH 17 - PROGRESS: at 79.07% examples, 727522 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:47,790 : INFO : EPOCH 17 - PROGRESS: at 79.40% examples, 727607 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:48,795 : INFO : EPOCH 17 - PROGRESS: at 79.77% examples, 727584 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:49,808 : INFO : EPOCH 17 - PROGRESS: at 80.13% examples, 727585 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:50,808 : INFO : EPOCH 17 - PROGRESS: at 80.47% examples, 727627 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:48:51,808 : INFO : EPOCH 17 - PROGRESS: at 80.82% examples, 727644 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:52,822 : INFO : EPOCH 17 - PROGRESS: at 81.19% examples, 727646 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:53,830 : INFO : EPOCH 17 - PROGRESS: at 81.55% examples, 727638 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:54,835 : INFO : EPOCH 17 - PROGRESS: at 81.89% examples, 727645 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:55,839 : INFO : EPOCH 17 - PROGRESS: at 82.25% examples, 727663 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:56,842 : INFO : EPOCH 17 - PROGRESS: at 82.63% examples, 727677 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:57,845 : INFO : EPOCH 17 - PROGRESS: at 83.01% examples, 727698 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:48:58,846 : INFO : EPOCH 17 - PROGRESS: at 83.34% examples, 727683 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:48:59,863 : INFO : EPOCH 17 - PROGRESS: at 83.69% examples, 727572 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:00,875 : INFO : EPOCH 17 - PROGRESS: at 84.04% examples, 727446 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:01,875 : INFO : EPOCH 17 - PROGRESS: at 84.38% examples, 727363 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:02,878 : INFO : EPOCH 17 - PROGRESS: at 84.71% examples, 727279 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:03,885 : INFO : EPOCH 17 - PROGRESS: at 85.03% examples, 727180 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:04,895 : INFO : EPOCH 17 - PROGRESS: at 85.34% examples, 726620 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:05,898 : INFO : EPOCH 17 - PROGRESS: at 85.61% examples, 726135 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:06,905 : INFO : EPOCH 17 - PROGRESS: at 85.97% examples, 726153 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:07,915 : INFO : EPOCH 17 - PROGRESS: at 86.34% examples, 726156 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:08,921 : INFO : EPOCH 17 - PROGRESS: at 86.73% examples, 726132 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:09,932 : INFO : EPOCH 17 - PROGRESS: at 87.09% examples, 726151 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:10,937 : INFO : EPOCH 17 - PROGRESS: at 87.44% examples, 726217 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:11,940 : INFO : EPOCH 17 - PROGRESS: at 87.78% examples, 726214 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:12,943 : INFO : EPOCH 17 - PROGRESS: at 88.14% examples, 726239 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:13,950 : INFO : EPOCH 17 - PROGRESS: at 88.48% examples, 726234 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:14,955 : INFO : EPOCH 17 - PROGRESS: at 88.85% examples, 726241 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:15,972 : INFO : EPOCH 17 - PROGRESS: at 89.20% examples, 726252 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:16,988 : INFO : EPOCH 17 - PROGRESS: at 89.57% examples, 726249 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:18,014 : INFO : EPOCH 17 - PROGRESS: at 89.94% examples, 726235 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:19,022 : INFO : EPOCH 17 - PROGRESS: at 90.31% examples, 726308 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:20,031 : INFO : EPOCH 17 - PROGRESS: at 90.67% examples, 726322 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:21,031 : INFO : EPOCH 17 - PROGRESS: at 91.03% examples, 726332 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:22,049 : INFO : EPOCH 17 - PROGRESS: at 91.37% examples, 726282 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:23,051 : INFO : EPOCH 17 - PROGRESS: at 91.73% examples, 726350 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:24,064 : INFO : EPOCH 17 - PROGRESS: at 92.10% examples, 726323 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:25,064 : INFO : EPOCH 17 - PROGRESS: at 92.43% examples, 726360 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:49:26,078 : INFO : EPOCH 17 - PROGRESS: at 92.79% examples, 726374 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:27,078 : INFO : EPOCH 17 - PROGRESS: at 93.13% examples, 726391 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:28,090 : INFO : EPOCH 17 - PROGRESS: at 93.48% examples, 726448 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:29,090 : INFO : EPOCH 17 - PROGRESS: at 93.81% examples, 726449 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:30,093 : INFO : EPOCH 17 - PROGRESS: at 94.15% examples, 726478 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:49:31,125 : INFO : EPOCH 17 - PROGRESS: at 94.51% examples, 726424 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:32,135 : INFO : EPOCH 17 - PROGRESS: at 94.88% examples, 726416 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:33,138 : INFO : EPOCH 17 - PROGRESS: at 95.26% examples, 726432 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:34,143 : INFO : EPOCH 17 - PROGRESS: at 95.62% examples, 726403 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:35,148 : INFO : EPOCH 17 - PROGRESS: at 96.00% examples, 726433 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:36,158 : INFO : EPOCH 17 - PROGRESS: at 96.35% examples, 726438 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:37,160 : INFO : EPOCH 17 - PROGRESS: at 96.70% examples, 726453 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:38,162 : INFO : EPOCH 17 - PROGRESS: at 97.07% examples, 726420 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:39,169 : INFO : EPOCH 17 - PROGRESS: at 97.41% examples, 726484 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:40,171 : INFO : EPOCH 17 - PROGRESS: at 97.75% examples, 726523 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:41,178 : INFO : EPOCH 17 - PROGRESS: at 98.08% examples, 726512 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:42,185 : INFO : EPOCH 17 - PROGRESS: at 98.40% examples, 726538 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:43,192 : INFO : EPOCH 17 - PROGRESS: at 98.77% examples, 726531 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:44,197 : INFO : EPOCH 17 - PROGRESS: at 99.13% examples, 726521 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:45,204 : INFO : EPOCH 17 - PROGRESS: at 99.48% examples, 726543 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:46,205 : INFO : EPOCH 17 - PROGRESS: at 99.84% examples, 726565 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:46,620 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 21:49:46,621 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 21:49:46,637 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 21:49:46,647 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 21:49:46,648 : INFO : EPOCH - 17 : training on 266101604 raw words (206718043 effective words) took 284.5s, 726567 effective words/s
2020-07-24 21:49:47,661 : INFO : EPOCH 18 - PROGRESS: at 0.33% examples, 707770 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:48,670 : INFO : EPOCH 18 - PROGRESS: at 0.67% examples, 717374 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:49,680 : INFO : EPOCH 18 - PROGRESS: at 1.05% examples, 717922 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:50,681 : INFO : EPOCH 18 - PROGRESS: at 1.40% examples, 720502 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:51,681 : INFO : EPOCH 18 - PROGRESS: at 1.73% examples, 721617 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:52,689 : INFO : EPOCH 18 - PROGRESS: at 2.08% examples, 723573 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:53,702 : INFO : EPOCH 18 - PROGRESS: at 2.42% examples, 724854 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:54,702 : INFO : EPOCH 18 - PROGRESS: at 2.79% examples, 724591 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:49:55,706 : INFO : EPOCH 18 - PROGRESS: at 3.16% examples, 724008 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:56,707 : INFO : EPOCH 18 - PROGRESS: at 3.51% examples, 725287 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:57,720 : INFO : EPOCH 18 - PROGRESS: at 3.84% examples, 726174 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:49:58,727 : INFO : EPOCH 18 - PROGRESS: at 4.19% examples, 726337 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:49:59,728 : INFO : EPOCH 18 - PROGRESS: at 4.52% examples, 726234 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:00,740 : INFO : EPOCH 18 - PROGRESS: at 4.86% examples, 726331 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:01,743 : INFO : EPOCH 18 - PROGRESS: at 5.21% examples, 726713 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:50:02,743 : INFO : EPOCH 18 - PROGRESS: at 5.57% examples, 726459 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:03,758 : INFO : EPOCH 18 - PROGRESS: at 5.95% examples, 725774 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:04,758 : INFO : EPOCH 18 - PROGRESS: at 6.28% examples, 726504 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:50:05,761 : INFO : EPOCH 18 - PROGRESS: at 6.65% examples, 726844 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:06,770 : INFO : EPOCH 18 - PROGRESS: at 7.01% examples, 726844 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:07,775 : INFO : EPOCH 18 - PROGRESS: at 7.38% examples, 726309 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:08,788 : INFO : EPOCH 18 - PROGRESS: at 7.74% examples, 726629 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:09,797 : INFO : EPOCH 18 - PROGRESS: at 8.11% examples, 727126 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:10,817 : INFO : EPOCH 18 - PROGRESS: at 8.50% examples, 727389 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:11,820 : INFO : EPOCH 18 - PROGRESS: at 8.82% examples, 727683 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:12,825 : INFO : EPOCH 18 - PROGRESS: at 9.18% examples, 727761 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:13,835 : INFO : EPOCH 18 - PROGRESS: at 9.52% examples, 728056 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:14,851 : INFO : EPOCH 18 - PROGRESS: at 9.85% examples, 728235 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:15,852 : INFO : EPOCH 18 - PROGRESS: at 10.19% examples, 728433 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:16,857 : INFO : EPOCH 18 - PROGRESS: at 10.53% examples, 728545 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:17,866 : INFO : EPOCH 18 - PROGRESS: at 10.92% examples, 728413 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:50:18,872 : INFO : EPOCH 18 - PROGRESS: at 11.27% examples, 728228 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:19,875 : INFO : EPOCH 18 - PROGRESS: at 11.63% examples, 728645 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:20,877 : INFO : EPOCH 18 - PROGRESS: at 12.01% examples, 728572 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:21,896 : INFO : EPOCH 18 - PROGRESS: at 12.33% examples, 728333 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:22,901 : INFO : EPOCH 18 - PROGRESS: at 12.70% examples, 728328 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:23,902 : INFO : EPOCH 18 - PROGRESS: at 13.03% examples, 727783 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:24,907 : INFO : EPOCH 18 - PROGRESS: at 13.40% examples, 727916 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:25,913 : INFO : EPOCH 18 - PROGRESS: at 13.76% examples, 727967 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:50:26,923 : INFO : EPOCH 18 - PROGRESS: at 14.14% examples, 727886 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:27,932 : INFO : EPOCH 18 - PROGRESS: at 14.50% examples, 727776 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:28,943 : INFO : EPOCH 18 - PROGRESS: at 14.86% examples, 727808 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:29,949 : INFO : EPOCH 18 - PROGRESS: at 15.21% examples, 727992 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:30,951 : INFO : EPOCH 18 - PROGRESS: at 15.59% examples, 727785 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:31,955 : INFO : EPOCH 18 - PROGRESS: at 15.96% examples, 727961 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:50:32,968 : INFO : EPOCH 18 - PROGRESS: at 16.31% examples, 728142 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:33,977 : INFO : EPOCH 18 - PROGRESS: at 16.67% examples, 727956 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:35,001 : INFO : EPOCH 18 - PROGRESS: at 17.05% examples, 727894 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:36,006 : INFO : EPOCH 18 - PROGRESS: at 17.41% examples, 728025 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:50:37,015 : INFO : EPOCH 18 - PROGRESS: at 17.79% examples, 727942 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:38,018 : INFO : EPOCH 18 - PROGRESS: at 18.13% examples, 728039 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:39,022 : INFO : EPOCH 18 - PROGRESS: at 18.50% examples, 728305 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:40,033 : INFO : EPOCH 18 - PROGRESS: at 18.86% examples, 728143 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:41,033 : INFO : EPOCH 18 - PROGRESS: at 19.19% examples, 728279 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:42,035 : INFO : EPOCH 18 - PROGRESS: at 19.55% examples, 728308 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:43,046 : INFO : EPOCH 18 - PROGRESS: at 19.92% examples, 728302 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:44,050 : INFO : EPOCH 18 - PROGRESS: at 20.27% examples, 728364 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:45,060 : INFO : EPOCH 18 - PROGRESS: at 20.61% examples, 728360 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:46,067 : INFO : EPOCH 18 - PROGRESS: at 20.98% examples, 728415 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:47,068 : INFO : EPOCH 18 - PROGRESS: at 21.32% examples, 728642 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:48,068 : INFO : EPOCH 18 - PROGRESS: at 21.65% examples, 728748 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:49,072 : INFO : EPOCH 18 - PROGRESS: at 22.01% examples, 728646 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:50,073 : INFO : EPOCH 18 - PROGRESS: at 22.37% examples, 728921 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:51,081 : INFO : EPOCH 18 - PROGRESS: at 22.74% examples, 728784 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:52,090 : INFO : EPOCH 18 - PROGRESS: at 23.06% examples, 728960 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:53,090 : INFO : EPOCH 18 - PROGRESS: at 23.41% examples, 729075 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:54,093 : INFO : EPOCH 18 - PROGRESS: at 23.76% examples, 729019 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:55,103 : INFO : EPOCH 18 - PROGRESS: at 24.11% examples, 729000 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:56,106 : INFO : EPOCH 18 - PROGRESS: at 24.52% examples, 728982 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:57,108 : INFO : EPOCH 18 - PROGRESS: at 24.87% examples, 728989 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:58,117 : INFO : EPOCH 18 - PROGRESS: at 25.22% examples, 728818 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:50:59,121 : INFO : EPOCH 18 - PROGRESS: at 25.56% examples, 728973 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:00,125 : INFO : EPOCH 18 - PROGRESS: at 25.93% examples, 728920 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:01,133 : INFO : EPOCH 18 - PROGRESS: at 26.29% examples, 728841 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:02,134 : INFO : EPOCH 18 - PROGRESS: at 26.65% examples, 728922 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:03,150 : INFO : EPOCH 18 - PROGRESS: at 26.98% examples, 728893 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:04,152 : INFO : EPOCH 18 - PROGRESS: at 27.35% examples, 728827 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:51:05,168 : INFO : EPOCH 18 - PROGRESS: at 27.71% examples, 728792 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:51:06,169 : INFO : EPOCH 18 - PROGRESS: at 28.06% examples, 728879 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:07,171 : INFO : EPOCH 18 - PROGRESS: at 28.44% examples, 728974 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:08,172 : INFO : EPOCH 18 - PROGRESS: at 28.80% examples, 728990 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:09,173 : INFO : EPOCH 18 - PROGRESS: at 29.15% examples, 728903 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:10,178 : INFO : EPOCH 18 - PROGRESS: at 29.51% examples, 728812 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:11,186 : INFO : EPOCH 18 - PROGRESS: at 29.87% examples, 728747 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:12,194 : INFO : EPOCH 18 - PROGRESS: at 30.22% examples, 728849 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:13,205 : INFO : EPOCH 18 - PROGRESS: at 30.59% examples, 728895 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:14,216 : INFO : EPOCH 18 - PROGRESS: at 30.98% examples, 728849 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:51:15,217 : INFO : EPOCH 18 - PROGRESS: at 31.30% examples, 728968 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:16,220 : INFO : EPOCH 18 - PROGRESS: at 31.65% examples, 729010 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:17,236 : INFO : EPOCH 18 - PROGRESS: at 32.04% examples, 728990 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:18,239 : INFO : EPOCH 18 - PROGRESS: at 32.41% examples, 728968 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:19,241 : INFO : EPOCH 18 - PROGRESS: at 32.80% examples, 728938 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:20,241 : INFO : EPOCH 18 - PROGRESS: at 33.18% examples, 728909 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:21,244 : INFO : EPOCH 18 - PROGRESS: at 33.51% examples, 728967 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:22,256 : INFO : EPOCH 18 - PROGRESS: at 33.86% examples, 728926 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:23,258 : INFO : EPOCH 18 - PROGRESS: at 34.23% examples, 729031 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:24,262 : INFO : EPOCH 18 - PROGRESS: at 34.59% examples, 729004 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:25,272 : INFO : EPOCH 18 - PROGRESS: at 34.95% examples, 728934 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:26,272 : INFO : EPOCH 18 - PROGRESS: at 35.30% examples, 729043 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:27,280 : INFO : EPOCH 18 - PROGRESS: at 35.65% examples, 729047 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:28,290 : INFO : EPOCH 18 - PROGRESS: at 36.01% examples, 728985 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:29,299 : INFO : EPOCH 18 - PROGRESS: at 36.37% examples, 728965 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:30,306 : INFO : EPOCH 18 - PROGRESS: at 36.75% examples, 728988 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:31,308 : INFO : EPOCH 18 - PROGRESS: at 37.09% examples, 728969 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:32,308 : INFO : EPOCH 18 - PROGRESS: at 37.40% examples, 728988 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:33,313 : INFO : EPOCH 18 - PROGRESS: at 37.73% examples, 729056 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:34,313 : INFO : EPOCH 18 - PROGRESS: at 38.07% examples, 729050 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:35,315 : INFO : EPOCH 18 - PROGRESS: at 38.45% examples, 728950 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:36,329 : INFO : EPOCH 18 - PROGRESS: at 38.82% examples, 728942 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:37,331 : INFO : EPOCH 18 - PROGRESS: at 39.17% examples, 728906 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:38,338 : INFO : EPOCH 18 - PROGRESS: at 39.50% examples, 728971 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:39,344 : INFO : EPOCH 18 - PROGRESS: at 39.86% examples, 728958 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:40,346 : INFO : EPOCH 18 - PROGRESS: at 40.20% examples, 728715 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:41,348 : INFO : EPOCH 18 - PROGRESS: at 40.52% examples, 728433 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:42,354 : INFO : EPOCH 18 - PROGRESS: at 40.83% examples, 728192 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:43,357 : INFO : EPOCH 18 - PROGRESS: at 41.16% examples, 727988 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:44,365 : INFO : EPOCH 18 - PROGRESS: at 41.47% examples, 727464 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:45,385 : INFO : EPOCH 18 - PROGRESS: at 41.75% examples, 726279 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:46,395 : INFO : EPOCH 18 - PROGRESS: at 42.09% examples, 725907 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:47,396 : INFO : EPOCH 18 - PROGRESS: at 42.45% examples, 725946 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:48,407 : INFO : EPOCH 18 - PROGRESS: at 42.78% examples, 726032 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:49,413 : INFO : EPOCH 18 - PROGRESS: at 43.13% examples, 726054 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:50,415 : INFO : EPOCH 18 - PROGRESS: at 43.49% examples, 726038 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:51,419 : INFO : EPOCH 18 - PROGRESS: at 43.83% examples, 726060 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:52,438 : INFO : EPOCH 18 - PROGRESS: at 44.20% examples, 725984 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:53,444 : INFO : EPOCH 18 - PROGRESS: at 44.56% examples, 726102 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:54,450 : INFO : EPOCH 18 - PROGRESS: at 44.93% examples, 726184 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:55,466 : INFO : EPOCH 18 - PROGRESS: at 45.29% examples, 726180 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:56,467 : INFO : EPOCH 18 - PROGRESS: at 45.66% examples, 726170 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:57,476 : INFO : EPOCH 18 - PROGRESS: at 46.02% examples, 726097 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:58,485 : INFO : EPOCH 18 - PROGRESS: at 46.36% examples, 726263 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:51:59,498 : INFO : EPOCH 18 - PROGRESS: at 46.71% examples, 726281 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:00,504 : INFO : EPOCH 18 - PROGRESS: at 47.04% examples, 726263 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:01,512 : INFO : EPOCH 18 - PROGRESS: at 47.40% examples, 726405 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:52:02,524 : INFO : EPOCH 18 - PROGRESS: at 47.75% examples, 726381 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:03,529 : INFO : EPOCH 18 - PROGRESS: at 48.12% examples, 726499 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:04,535 : INFO : EPOCH 18 - PROGRESS: at 48.47% examples, 726553 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:52:05,546 : INFO : EPOCH 18 - PROGRESS: at 48.81% examples, 726686 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:06,555 : INFO : EPOCH 18 - PROGRESS: at 49.19% examples, 726724 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:07,566 : INFO : EPOCH 18 - PROGRESS: at 49.57% examples, 726738 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:08,568 : INFO : EPOCH 18 - PROGRESS: at 49.93% examples, 726785 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:52:09,579 : INFO : EPOCH 18 - PROGRESS: at 50.29% examples, 726757 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:10,586 : INFO : EPOCH 18 - PROGRESS: at 50.62% examples, 726820 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:11,593 : INFO : EPOCH 18 - PROGRESS: at 50.96% examples, 726844 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:52:12,610 : INFO : EPOCH 18 - PROGRESS: at 51.33% examples, 726856 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:13,617 : INFO : EPOCH 18 - PROGRESS: at 51.69% examples, 726854 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:14,622 : INFO : EPOCH 18 - PROGRESS: at 52.06% examples, 726918 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:15,644 : INFO : EPOCH 18 - PROGRESS: at 52.41% examples, 726916 words/s, in_qsize 8, out_qsize 1
2020-07-24 21:52:16,650 : INFO : EPOCH 18 - PROGRESS: at 52.77% examples, 726970 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:17,653 : INFO : EPOCH 18 - PROGRESS: at 53.12% examples, 726988 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:18,673 : INFO : EPOCH 18 - PROGRESS: at 53.49% examples, 726918 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:19,681 : INFO : EPOCH 18 - PROGRESS: at 53.84% examples, 726989 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:52:20,692 : INFO : EPOCH 18 - PROGRESS: at 54.21% examples, 726932 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:21,700 : INFO : EPOCH 18 - PROGRESS: at 54.59% examples, 726967 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:22,701 : INFO : EPOCH 18 - PROGRESS: at 54.95% examples, 726999 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:23,714 : INFO : EPOCH 18 - PROGRESS: at 55.32% examples, 726956 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:24,734 : INFO : EPOCH 18 - PROGRESS: at 55.69% examples, 727020 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:52:25,752 : INFO : EPOCH 18 - PROGRESS: at 56.05% examples, 727019 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:26,770 : INFO : EPOCH 18 - PROGRESS: at 56.44% examples, 726981 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:27,778 : INFO : EPOCH 18 - PROGRESS: at 56.79% examples, 727029 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:28,791 : INFO : EPOCH 18 - PROGRESS: at 57.15% examples, 727061 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:29,807 : INFO : EPOCH 18 - PROGRESS: at 57.51% examples, 726996 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:30,820 : INFO : EPOCH 18 - PROGRESS: at 57.85% examples, 727021 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:31,834 : INFO : EPOCH 18 - PROGRESS: at 58.20% examples, 727081 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:32,861 : INFO : EPOCH 18 - PROGRESS: at 58.59% examples, 726992 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:33,872 : INFO : EPOCH 18 - PROGRESS: at 58.93% examples, 727024 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:34,879 : INFO : EPOCH 18 - PROGRESS: at 59.29% examples, 727056 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:35,881 : INFO : EPOCH 18 - PROGRESS: at 59.65% examples, 727038 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:36,886 : INFO : EPOCH 18 - PROGRESS: at 60.00% examples, 727040 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:37,897 : INFO : EPOCH 18 - PROGRESS: at 60.35% examples, 727059 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:38,900 : INFO : EPOCH 18 - PROGRESS: at 60.71% examples, 727075 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:52:39,907 : INFO : EPOCH 18 - PROGRESS: at 61.10% examples, 727036 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:40,911 : INFO : EPOCH 18 - PROGRESS: at 61.43% examples, 727105 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:41,915 : INFO : EPOCH 18 - PROGRESS: at 61.78% examples, 727099 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:42,917 : INFO : EPOCH 18 - PROGRESS: at 62.15% examples, 727161 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:43,941 : INFO : EPOCH 18 - PROGRESS: at 62.49% examples, 727051 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:52:44,943 : INFO : EPOCH 18 - PROGRESS: at 62.85% examples, 727120 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:45,944 : INFO : EPOCH 18 - PROGRESS: at 63.21% examples, 727235 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:46,952 : INFO : EPOCH 18 - PROGRESS: at 63.55% examples, 727258 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:47,962 : INFO : EPOCH 18 - PROGRESS: at 63.90% examples, 727292 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:48,971 : INFO : EPOCH 18 - PROGRESS: at 64.25% examples, 727252 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:49,975 : INFO : EPOCH 18 - PROGRESS: at 64.60% examples, 727303 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:50,977 : INFO : EPOCH 18 - PROGRESS: at 64.97% examples, 727270 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:51,981 : INFO : EPOCH 18 - PROGRESS: at 65.32% examples, 727268 words/s, in_qsize 8, out_qsize 1
2020-07-24 21:52:52,987 : INFO : EPOCH 18 - PROGRESS: at 65.69% examples, 727307 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:53,993 : INFO : EPOCH 18 - PROGRESS: at 66.03% examples, 727285 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:54,993 : INFO : EPOCH 18 - PROGRESS: at 66.38% examples, 727340 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:56,004 : INFO : EPOCH 18 - PROGRESS: at 66.74% examples, 727304 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:57,018 : INFO : EPOCH 18 - PROGRESS: at 67.09% examples, 727309 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:52:58,037 : INFO : EPOCH 18 - PROGRESS: at 67.45% examples, 727339 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:52:59,045 : INFO : EPOCH 18 - PROGRESS: at 67.81% examples, 727343 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:00,045 : INFO : EPOCH 18 - PROGRESS: at 68.15% examples, 727363 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:01,045 : INFO : EPOCH 18 - PROGRESS: at 68.49% examples, 727448 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:02,051 : INFO : EPOCH 18 - PROGRESS: at 68.84% examples, 727499 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:03,068 : INFO : EPOCH 18 - PROGRESS: at 69.21% examples, 727509 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:04,077 : INFO : EPOCH 18 - PROGRESS: at 69.56% examples, 727546 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:05,087 : INFO : EPOCH 18 - PROGRESS: at 69.92% examples, 727577 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:06,091 : INFO : EPOCH 18 - PROGRESS: at 70.25% examples, 727566 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:53:07,100 : INFO : EPOCH 18 - PROGRESS: at 70.59% examples, 727606 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:08,110 : INFO : EPOCH 18 - PROGRESS: at 70.92% examples, 727593 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:09,123 : INFO : EPOCH 18 - PROGRESS: at 71.30% examples, 727576 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:53:10,147 : INFO : EPOCH 18 - PROGRESS: at 71.66% examples, 727568 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:11,154 : INFO : EPOCH 18 - PROGRESS: at 72.04% examples, 727562 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:12,156 : INFO : EPOCH 18 - PROGRESS: at 72.40% examples, 727541 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:13,157 : INFO : EPOCH 18 - PROGRESS: at 72.74% examples, 727623 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:14,166 : INFO : EPOCH 18 - PROGRESS: at 73.09% examples, 727640 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:15,167 : INFO : EPOCH 18 - PROGRESS: at 73.45% examples, 727692 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:16,168 : INFO : EPOCH 18 - PROGRESS: at 73.77% examples, 727699 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:53:17,171 : INFO : EPOCH 18 - PROGRESS: at 74.10% examples, 727723 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:18,188 : INFO : EPOCH 18 - PROGRESS: at 74.45% examples, 727774 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:19,199 : INFO : EPOCH 18 - PROGRESS: at 74.80% examples, 727771 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:20,215 : INFO : EPOCH 18 - PROGRESS: at 75.14% examples, 727813 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:21,218 : INFO : EPOCH 18 - PROGRESS: at 75.51% examples, 727807 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:22,232 : INFO : EPOCH 18 - PROGRESS: at 75.85% examples, 727857 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:23,235 : INFO : EPOCH 18 - PROGRESS: at 76.23% examples, 727828 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:24,245 : INFO : EPOCH 18 - PROGRESS: at 76.59% examples, 727850 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:25,247 : INFO : EPOCH 18 - PROGRESS: at 76.95% examples, 727860 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:26,252 : INFO : EPOCH 18 - PROGRESS: at 77.30% examples, 727838 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:27,264 : INFO : EPOCH 18 - PROGRESS: at 77.64% examples, 727816 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:28,275 : INFO : EPOCH 18 - PROGRESS: at 78.00% examples, 727799 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:29,277 : INFO : EPOCH 18 - PROGRESS: at 78.37% examples, 727792 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:30,291 : INFO : EPOCH 18 - PROGRESS: at 78.72% examples, 727809 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:31,292 : INFO : EPOCH 18 - PROGRESS: at 79.08% examples, 727810 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:32,293 : INFO : EPOCH 18 - PROGRESS: at 79.43% examples, 727867 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:33,304 : INFO : EPOCH 18 - PROGRESS: at 79.79% examples, 727821 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:34,305 : INFO : EPOCH 18 - PROGRESS: at 80.16% examples, 727837 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:35,305 : INFO : EPOCH 18 - PROGRESS: at 80.49% examples, 727896 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:36,324 : INFO : EPOCH 18 - PROGRESS: at 80.85% examples, 727886 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:37,325 : INFO : EPOCH 18 - PROGRESS: at 81.21% examples, 727871 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:38,338 : INFO : EPOCH 18 - PROGRESS: at 81.57% examples, 727864 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:39,339 : INFO : EPOCH 18 - PROGRESS: at 81.91% examples, 727922 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:40,341 : INFO : EPOCH 18 - PROGRESS: at 82.28% examples, 727880 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:41,354 : INFO : EPOCH 18 - PROGRESS: at 82.64% examples, 727849 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:42,356 : INFO : EPOCH 18 - PROGRESS: at 83.03% examples, 727859 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:43,362 : INFO : EPOCH 18 - PROGRESS: at 83.36% examples, 727825 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:44,393 : INFO : EPOCH 18 - PROGRESS: at 83.73% examples, 727807 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:45,397 : INFO : EPOCH 18 - PROGRESS: at 84.08% examples, 727803 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:46,403 : INFO : EPOCH 18 - PROGRESS: at 84.43% examples, 727811 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:47,417 : INFO : EPOCH 18 - PROGRESS: at 84.77% examples, 727808 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:48,418 : INFO : EPOCH 18 - PROGRESS: at 85.12% examples, 727831 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:49,426 : INFO : EPOCH 18 - PROGRESS: at 85.48% examples, 727828 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:53:50,431 : INFO : EPOCH 18 - PROGRESS: at 85.82% examples, 727872 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:51,434 : INFO : EPOCH 18 - PROGRESS: at 86.18% examples, 727874 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:52,442 : INFO : EPOCH 18 - PROGRESS: at 86.56% examples, 727820 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:53,457 : INFO : EPOCH 18 - PROGRESS: at 86.95% examples, 727845 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:54,462 : INFO : EPOCH 18 - PROGRESS: at 87.27% examples, 727881 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:55,480 : INFO : EPOCH 18 - PROGRESS: at 87.64% examples, 727875 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:56,489 : INFO : EPOCH 18 - PROGRESS: at 88.02% examples, 727913 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:57,496 : INFO : EPOCH 18 - PROGRESS: at 88.36% examples, 727919 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:58,517 : INFO : EPOCH 18 - PROGRESS: at 88.72% examples, 727927 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:53:59,522 : INFO : EPOCH 18 - PROGRESS: at 89.08% examples, 727932 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:00,525 : INFO : EPOCH 18 - PROGRESS: at 89.43% examples, 727953 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:01,531 : INFO : EPOCH 18 - PROGRESS: at 89.79% examples, 727948 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:02,536 : INFO : EPOCH 18 - PROGRESS: at 90.16% examples, 727981 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:03,538 : INFO : EPOCH 18 - PROGRESS: at 90.50% examples, 727936 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:04,544 : INFO : EPOCH 18 - PROGRESS: at 90.88% examples, 727958 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:05,555 : INFO : EPOCH 18 - PROGRESS: at 91.23% examples, 727940 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:06,575 : INFO : EPOCH 18 - PROGRESS: at 91.58% examples, 727942 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:07,579 : INFO : EPOCH 18 - PROGRESS: at 91.94% examples, 727903 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:08,588 : INFO : EPOCH 18 - PROGRESS: at 92.30% examples, 727914 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:09,602 : INFO : EPOCH 18 - PROGRESS: at 92.61% examples, 727923 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:10,604 : INFO : EPOCH 18 - PROGRESS: at 92.98% examples, 727924 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:11,605 : INFO : EPOCH 18 - PROGRESS: at 93.32% examples, 727977 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:12,607 : INFO : EPOCH 18 - PROGRESS: at 93.66% examples, 727956 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:13,609 : INFO : EPOCH 18 - PROGRESS: at 94.00% examples, 728004 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:14,620 : INFO : EPOCH 18 - PROGRESS: at 94.36% examples, 728032 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:15,624 : INFO : EPOCH 18 - PROGRESS: at 94.73% examples, 728029 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:16,640 : INFO : EPOCH 18 - PROGRESS: at 95.11% examples, 727996 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:17,641 : INFO : EPOCH 18 - PROGRESS: at 95.47% examples, 727971 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:18,644 : INFO : EPOCH 18 - PROGRESS: at 95.84% examples, 727984 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:19,657 : INFO : EPOCH 18 - PROGRESS: at 96.18% examples, 727918 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:20,657 : INFO : EPOCH 18 - PROGRESS: at 96.53% examples, 727758 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:21,665 : INFO : EPOCH 18 - PROGRESS: at 96.87% examples, 727694 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:22,672 : INFO : EPOCH 18 - PROGRESS: at 97.20% examples, 727581 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:23,676 : INFO : EPOCH 18 - PROGRESS: at 97.53% examples, 727475 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:24,687 : INFO : EPOCH 18 - PROGRESS: at 97.80% examples, 726936 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:25,706 : INFO : EPOCH 18 - PROGRESS: at 98.09% examples, 726609 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:26,708 : INFO : EPOCH 18 - PROGRESS: at 98.42% examples, 726678 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:27,718 : INFO : EPOCH 18 - PROGRESS: at 98.79% examples, 726646 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:28,731 : INFO : EPOCH 18 - PROGRESS: at 99.15% examples, 726649 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:29,744 : INFO : EPOCH 18 - PROGRESS: at 99.51% examples, 726648 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:30,748 : INFO : EPOCH 18 - PROGRESS: at 99.86% examples, 726675 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:31,094 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 21:54:31,103 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 21:54:31,112 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 21:54:31,121 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 21:54:31,122 : INFO : EPOCH - 18 : training on 266101604 raw words (206712150 effective words) took 284.5s, 726678 effective words/s
2020-07-24 21:54:32,131 : INFO : EPOCH 19 - PROGRESS: at 0.33% examples, 707220 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:33,133 : INFO : EPOCH 19 - PROGRESS: at 0.67% examples, 714622 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:34,139 : INFO : EPOCH 19 - PROGRESS: at 1.05% examples, 716626 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:35,146 : INFO : EPOCH 19 - PROGRESS: at 1.38% examples, 716805 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:36,148 : INFO : EPOCH 19 - PROGRESS: at 1.72% examples, 718651 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:37,150 : INFO : EPOCH 19 - PROGRESS: at 2.07% examples, 720422 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:38,163 : INFO : EPOCH 19 - PROGRESS: at 2.40% examples, 721163 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:39,169 : INFO : EPOCH 19 - PROGRESS: at 2.78% examples, 720580 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:54:40,175 : INFO : EPOCH 19 - PROGRESS: at 3.14% examples, 721230 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:41,183 : INFO : EPOCH 19 - PROGRESS: at 3.49% examples, 721719 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:42,187 : INFO : EPOCH 19 - PROGRESS: at 3.81% examples, 722151 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:43,192 : INFO : EPOCH 19 - PROGRESS: at 4.15% examples, 721989 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:44,194 : INFO : EPOCH 19 - PROGRESS: at 4.50% examples, 721945 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:45,200 : INFO : EPOCH 19 - PROGRESS: at 4.83% examples, 721800 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:46,202 : INFO : EPOCH 19 - PROGRESS: at 5.18% examples, 722056 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:47,202 : INFO : EPOCH 19 - PROGRESS: at 5.55% examples, 722646 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:48,203 : INFO : EPOCH 19 - PROGRESS: at 5.91% examples, 722130 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:49,210 : INFO : EPOCH 19 - PROGRESS: at 6.24% examples, 721898 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:50,217 : INFO : EPOCH 19 - PROGRESS: at 6.60% examples, 721784 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:51,223 : INFO : EPOCH 19 - PROGRESS: at 6.95% examples, 721721 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:52,228 : INFO : EPOCH 19 - PROGRESS: at 7.33% examples, 721723 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:53,238 : INFO : EPOCH 19 - PROGRESS: at 7.68% examples, 721579 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:54,242 : INFO : EPOCH 19 - PROGRESS: at 8.01% examples, 719145 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:55,247 : INFO : EPOCH 19 - PROGRESS: at 8.35% examples, 716400 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:56,249 : INFO : EPOCH 19 - PROGRESS: at 8.67% examples, 714134 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:57,254 : INFO : EPOCH 19 - PROGRESS: at 8.97% examples, 711968 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:54:58,260 : INFO : EPOCH 19 - PROGRESS: at 9.28% examples, 709563 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:54:59,265 : INFO : EPOCH 19 - PROGRESS: at 9.58% examples, 708032 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:00,270 : INFO : EPOCH 19 - PROGRESS: at 9.88% examples, 706271 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:01,280 : INFO : EPOCH 19 - PROGRESS: at 10.18% examples, 704732 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:02,300 : INFO : EPOCH 19 - PROGRESS: at 10.49% examples, 703504 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:03,300 : INFO : EPOCH 19 - PROGRESS: at 10.85% examples, 702214 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:04,306 : INFO : EPOCH 19 - PROGRESS: at 11.16% examples, 700744 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:05,308 : INFO : EPOCH 19 - PROGRESS: at 11.49% examples, 699309 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:06,317 : INFO : EPOCH 19 - PROGRESS: at 11.82% examples, 697939 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:55:07,320 : INFO : EPOCH 19 - PROGRESS: at 12.12% examples, 696782 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:08,322 : INFO : EPOCH 19 - PROGRESS: at 12.44% examples, 695798 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:55:09,342 : INFO : EPOCH 19 - PROGRESS: at 12.76% examples, 694603 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:10,347 : INFO : EPOCH 19 - PROGRESS: at 13.09% examples, 693921 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:11,352 : INFO : EPOCH 19 - PROGRESS: at 13.41% examples, 692816 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:55:12,358 : INFO : EPOCH 19 - PROGRESS: at 13.74% examples, 692007 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:13,359 : INFO : EPOCH 19 - PROGRESS: at 14.07% examples, 690989 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:14,366 : INFO : EPOCH 19 - PROGRESS: at 14.40% examples, 690157 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:15,389 : INFO : EPOCH 19 - PROGRESS: at 14.73% examples, 689188 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:16,391 : INFO : EPOCH 19 - PROGRESS: at 15.03% examples, 688566 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:17,395 : INFO : EPOCH 19 - PROGRESS: at 15.37% examples, 687854 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:18,403 : INFO : EPOCH 19 - PROGRESS: at 15.71% examples, 687201 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:19,416 : INFO : EPOCH 19 - PROGRESS: at 16.04% examples, 686501 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:20,442 : INFO : EPOCH 19 - PROGRESS: at 16.36% examples, 685939 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:21,450 : INFO : EPOCH 19 - PROGRESS: at 16.69% examples, 685323 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:22,453 : INFO : EPOCH 19 - PROGRESS: at 17.02% examples, 684647 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:23,463 : INFO : EPOCH 19 - PROGRESS: at 17.35% examples, 684231 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:24,467 : INFO : EPOCH 19 - PROGRESS: at 17.68% examples, 683379 words/s, in_qsize 8, out_qsize 1
2020-07-24 21:55:25,484 : INFO : EPOCH 19 - PROGRESS: at 18.01% examples, 682886 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:26,501 : INFO : EPOCH 19 - PROGRESS: at 18.33% examples, 682487 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:27,507 : INFO : EPOCH 19 - PROGRESS: at 18.65% examples, 682227 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:28,518 : INFO : EPOCH 19 - PROGRESS: at 18.97% examples, 681643 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:29,522 : INFO : EPOCH 19 - PROGRESS: at 19.29% examples, 681209 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:30,537 : INFO : EPOCH 19 - PROGRESS: at 19.61% examples, 680694 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:31,544 : INFO : EPOCH 19 - PROGRESS: at 19.93% examples, 680424 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:55:32,549 : INFO : EPOCH 19 - PROGRESS: at 20.25% examples, 680062 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:33,557 : INFO : EPOCH 19 - PROGRESS: at 20.56% examples, 679592 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:34,560 : INFO : EPOCH 19 - PROGRESS: at 20.89% examples, 679183 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:55:35,561 : INFO : EPOCH 19 - PROGRESS: at 21.20% examples, 678968 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:36,561 : INFO : EPOCH 19 - PROGRESS: at 21.50% examples, 678902 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:37,571 : INFO : EPOCH 19 - PROGRESS: at 21.81% examples, 678492 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:38,593 : INFO : EPOCH 19 - PROGRESS: at 22.15% examples, 678140 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:39,602 : INFO : EPOCH 19 - PROGRESS: at 22.48% examples, 677870 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:40,603 : INFO : EPOCH 19 - PROGRESS: at 22.80% examples, 677434 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:55:41,611 : INFO : EPOCH 19 - PROGRESS: at 23.09% examples, 677526 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:42,623 : INFO : EPOCH 19 - PROGRESS: at 23.41% examples, 677310 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:43,628 : INFO : EPOCH 19 - PROGRESS: at 23.74% examples, 677016 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:55:44,637 : INFO : EPOCH 19 - PROGRESS: at 24.04% examples, 676724 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:45,638 : INFO : EPOCH 19 - PROGRESS: at 24.39% examples, 676400 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:46,651 : INFO : EPOCH 19 - PROGRESS: at 24.74% examples, 676131 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:47,655 : INFO : EPOCH 19 - PROGRESS: at 25.05% examples, 675942 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:48,680 : INFO : EPOCH 19 - PROGRESS: at 25.37% examples, 675592 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:49,693 : INFO : EPOCH 19 - PROGRESS: at 25.69% examples, 675416 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:50,700 : INFO : EPOCH 19 - PROGRESS: at 26.01% examples, 675154 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:51,704 : INFO : EPOCH 19 - PROGRESS: at 26.33% examples, 675001 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:52,705 : INFO : EPOCH 19 - PROGRESS: at 26.67% examples, 674802 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:53,706 : INFO : EPOCH 19 - PROGRESS: at 26.96% examples, 674723 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:54,709 : INFO : EPOCH 19 - PROGRESS: at 27.30% examples, 674496 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:55,734 : INFO : EPOCH 19 - PROGRESS: at 27.64% examples, 674260 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:56,745 : INFO : EPOCH 19 - PROGRESS: at 27.95% examples, 674106 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:57,749 : INFO : EPOCH 19 - PROGRESS: at 28.27% examples, 673965 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:58,750 : INFO : EPOCH 19 - PROGRESS: at 28.60% examples, 673900 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:55:59,766 : INFO : EPOCH 19 - PROGRESS: at 28.95% examples, 673582 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:00,777 : INFO : EPOCH 19 - PROGRESS: at 29.26% examples, 673339 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:56:01,787 : INFO : EPOCH 19 - PROGRESS: at 29.58% examples, 673061 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:56:02,789 : INFO : EPOCH 19 - PROGRESS: at 29.91% examples, 672901 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:56:03,795 : INFO : EPOCH 19 - PROGRESS: at 30.23% examples, 672805 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:04,805 : INFO : EPOCH 19 - PROGRESS: at 30.56% examples, 672640 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:56:05,815 : INFO : EPOCH 19 - PROGRESS: at 30.91% examples, 672494 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:06,819 : INFO : EPOCH 19 - PROGRESS: at 31.21% examples, 672497 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:07,830 : INFO : EPOCH 19 - PROGRESS: at 31.51% examples, 672248 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:08,855 : INFO : EPOCH 19 - PROGRESS: at 31.85% examples, 672005 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:09,855 : INFO : EPOCH 19 - PROGRESS: at 32.20% examples, 671892 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:56:10,866 : INFO : EPOCH 19 - PROGRESS: at 32.54% examples, 671560 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:11,868 : INFO : EPOCH 19 - PROGRESS: at 32.87% examples, 671364 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:12,880 : INFO : EPOCH 19 - PROGRESS: at 33.23% examples, 671184 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:13,880 : INFO : EPOCH 19 - PROGRESS: at 33.51% examples, 671148 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:14,888 : INFO : EPOCH 19 - PROGRESS: at 33.83% examples, 671000 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:15,896 : INFO : EPOCH 19 - PROGRESS: at 34.16% examples, 670934 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:16,897 : INFO : EPOCH 19 - PROGRESS: at 34.49% examples, 670808 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:17,899 : INFO : EPOCH 19 - PROGRESS: at 34.82% examples, 670686 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:18,909 : INFO : EPOCH 19 - PROGRESS: at 35.13% examples, 670611 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:19,926 : INFO : EPOCH 19 - PROGRESS: at 35.45% examples, 670492 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:20,928 : INFO : EPOCH 19 - PROGRESS: at 35.77% examples, 670283 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:21,929 : INFO : EPOCH 19 - PROGRESS: at 36.10% examples, 670146 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:22,960 : INFO : EPOCH 19 - PROGRESS: at 36.44% examples, 670069 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:23,973 : INFO : EPOCH 19 - PROGRESS: at 36.77% examples, 669938 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:24,980 : INFO : EPOCH 19 - PROGRESS: at 37.08% examples, 669851 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:25,991 : INFO : EPOCH 19 - PROGRESS: at 37.36% examples, 669723 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:26,995 : INFO : EPOCH 19 - PROGRESS: at 37.66% examples, 669631 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:56:27,996 : INFO : EPOCH 19 - PROGRESS: at 37.96% examples, 669523 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:56:29,003 : INFO : EPOCH 19 - PROGRESS: at 38.30% examples, 669452 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:30,006 : INFO : EPOCH 19 - PROGRESS: at 38.63% examples, 669273 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:31,017 : INFO : EPOCH 19 - PROGRESS: at 38.96% examples, 669201 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:32,024 : INFO : EPOCH 19 - PROGRESS: at 39.26% examples, 669069 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:33,036 : INFO : EPOCH 19 - PROGRESS: at 39.56% examples, 668929 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:56:34,040 : INFO : EPOCH 19 - PROGRESS: at 39.89% examples, 668859 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:35,041 : INFO : EPOCH 19 - PROGRESS: at 40.21% examples, 668689 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:36,060 : INFO : EPOCH 19 - PROGRESS: at 40.51% examples, 668580 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:37,062 : INFO : EPOCH 19 - PROGRESS: at 40.81% examples, 668588 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:38,063 : INFO : EPOCH 19 - PROGRESS: at 41.11% examples, 668540 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:39,063 : INFO : EPOCH 19 - PROGRESS: at 41.42% examples, 668428 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:40,087 : INFO : EPOCH 19 - PROGRESS: at 41.73% examples, 668356 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:41,089 : INFO : EPOCH 19 - PROGRESS: at 42.06% examples, 668231 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:42,108 : INFO : EPOCH 19 - PROGRESS: at 42.37% examples, 668112 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:43,117 : INFO : EPOCH 19 - PROGRESS: at 42.69% examples, 668097 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:44,121 : INFO : EPOCH 19 - PROGRESS: at 42.99% examples, 668084 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:45,129 : INFO : EPOCH 19 - PROGRESS: at 43.32% examples, 667839 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:46,145 : INFO : EPOCH 19 - PROGRESS: at 43.64% examples, 667779 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:47,146 : INFO : EPOCH 19 - PROGRESS: at 43.96% examples, 667782 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:48,158 : INFO : EPOCH 19 - PROGRESS: at 44.28% examples, 667653 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:49,165 : INFO : EPOCH 19 - PROGRESS: at 44.61% examples, 667589 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:50,173 : INFO : EPOCH 19 - PROGRESS: at 44.93% examples, 667466 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:51,181 : INFO : EPOCH 19 - PROGRESS: at 45.26% examples, 667377 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:52,202 : INFO : EPOCH 19 - PROGRESS: at 45.60% examples, 667269 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:53,222 : INFO : EPOCH 19 - PROGRESS: at 45.93% examples, 667157 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:54,224 : INFO : EPOCH 19 - PROGRESS: at 46.24% examples, 667222 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:55,236 : INFO : EPOCH 19 - PROGRESS: at 46.56% examples, 667114 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:56,240 : INFO : EPOCH 19 - PROGRESS: at 46.87% examples, 667146 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:57,240 : INFO : EPOCH 19 - PROGRESS: at 47.18% examples, 667108 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:58,245 : INFO : EPOCH 19 - PROGRESS: at 47.48% examples, 667065 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:56:59,246 : INFO : EPOCH 19 - PROGRESS: at 47.80% examples, 666975 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:00,254 : INFO : EPOCH 19 - PROGRESS: at 48.11% examples, 666744 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:01,257 : INFO : EPOCH 19 - PROGRESS: at 48.40% examples, 666445 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:02,268 : INFO : EPOCH 19 - PROGRESS: at 48.71% examples, 666307 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:03,273 : INFO : EPOCH 19 - PROGRESS: at 49.02% examples, 666073 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:04,275 : INFO : EPOCH 19 - PROGRESS: at 49.33% examples, 665817 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:05,277 : INFO : EPOCH 19 - PROGRESS: at 49.64% examples, 665092 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:06,283 : INFO : EPOCH 19 - PROGRESS: at 49.93% examples, 664793 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:07,288 : INFO : EPOCH 19 - PROGRESS: at 50.29% examples, 665145 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:57:08,295 : INFO : EPOCH 19 - PROGRESS: at 50.63% examples, 665645 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:57:09,307 : INFO : EPOCH 19 - PROGRESS: at 50.96% examples, 666009 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:10,318 : INFO : EPOCH 19 - PROGRESS: at 51.33% examples, 666412 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:11,320 : INFO : EPOCH 19 - PROGRESS: at 51.69% examples, 666810 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:12,325 : INFO : EPOCH 19 - PROGRESS: at 52.05% examples, 667106 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:13,333 : INFO : EPOCH 19 - PROGRESS: at 52.40% examples, 667495 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:14,345 : INFO : EPOCH 19 - PROGRESS: at 52.75% examples, 667812 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:15,349 : INFO : EPOCH 19 - PROGRESS: at 53.10% examples, 668167 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:16,350 : INFO : EPOCH 19 - PROGRESS: at 53.46% examples, 668511 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:17,360 : INFO : EPOCH 19 - PROGRESS: at 53.81% examples, 668867 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:18,375 : INFO : EPOCH 19 - PROGRESS: at 54.18% examples, 669198 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:19,381 : INFO : EPOCH 19 - PROGRESS: at 54.56% examples, 669504 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:20,391 : INFO : EPOCH 19 - PROGRESS: at 54.92% examples, 669808 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:21,407 : INFO : EPOCH 19 - PROGRESS: at 55.29% examples, 670111 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:22,421 : INFO : EPOCH 19 - PROGRESS: at 55.65% examples, 670424 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:23,428 : INFO : EPOCH 19 - PROGRESS: at 56.01% examples, 670722 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:24,443 : INFO : EPOCH 19 - PROGRESS: at 56.39% examples, 671058 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:25,447 : INFO : EPOCH 19 - PROGRESS: at 56.74% examples, 671375 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:26,457 : INFO : EPOCH 19 - PROGRESS: at 57.08% examples, 671679 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:27,460 : INFO : EPOCH 19 - PROGRESS: at 57.45% examples, 671948 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:28,464 : INFO : EPOCH 19 - PROGRESS: at 57.79% examples, 672255 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:29,471 : INFO : EPOCH 19 - PROGRESS: at 58.12% examples, 672568 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:30,486 : INFO : EPOCH 19 - PROGRESS: at 58.51% examples, 672831 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:31,491 : INFO : EPOCH 19 - PROGRESS: at 58.86% examples, 673005 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:32,498 : INFO : EPOCH 19 - PROGRESS: at 59.22% examples, 673366 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:33,499 : INFO : EPOCH 19 - PROGRESS: at 59.56% examples, 673639 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:34,511 : INFO : EPOCH 19 - PROGRESS: at 59.90% examples, 673849 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:35,533 : INFO : EPOCH 19 - PROGRESS: at 60.25% examples, 674125 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:36,540 : INFO : EPOCH 19 - PROGRESS: at 60.61% examples, 674346 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:37,541 : INFO : EPOCH 19 - PROGRESS: at 61.00% examples, 674653 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:57:38,546 : INFO : EPOCH 19 - PROGRESS: at 61.33% examples, 674912 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:39,563 : INFO : EPOCH 19 - PROGRESS: at 61.68% examples, 675126 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:40,566 : INFO : EPOCH 19 - PROGRESS: at 62.03% examples, 675430 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:41,577 : INFO : EPOCH 19 - PROGRESS: at 62.39% examples, 675628 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:42,585 : INFO : EPOCH 19 - PROGRESS: at 62.74% examples, 675833 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:43,593 : INFO : EPOCH 19 - PROGRESS: at 63.10% examples, 676103 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:44,599 : INFO : EPOCH 19 - PROGRESS: at 63.44% examples, 676352 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:45,602 : INFO : EPOCH 19 - PROGRESS: at 63.78% examples, 676621 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:46,617 : INFO : EPOCH 19 - PROGRESS: at 64.11% examples, 676843 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:57:47,618 : INFO : EPOCH 19 - PROGRESS: at 64.47% examples, 677097 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:57:48,620 : INFO : EPOCH 19 - PROGRESS: at 64.84% examples, 677347 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:49,643 : INFO : EPOCH 19 - PROGRESS: at 65.19% examples, 677531 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:50,655 : INFO : EPOCH 19 - PROGRESS: at 65.55% examples, 677741 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:51,659 : INFO : EPOCH 19 - PROGRESS: at 65.89% examples, 678045 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:52,668 : INFO : EPOCH 19 - PROGRESS: at 66.25% examples, 678265 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:53,676 : INFO : EPOCH 19 - PROGRESS: at 66.61% examples, 678468 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:54,678 : INFO : EPOCH 19 - PROGRESS: at 66.95% examples, 678678 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:57:55,679 : INFO : EPOCH 19 - PROGRESS: at 67.30% examples, 678903 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:56,683 : INFO : EPOCH 19 - PROGRESS: at 67.65% examples, 679157 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:57,686 : INFO : EPOCH 19 - PROGRESS: at 67.99% examples, 679409 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:58,687 : INFO : EPOCH 19 - PROGRESS: at 68.34% examples, 679663 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:57:59,691 : INFO : EPOCH 19 - PROGRESS: at 68.66% examples, 679893 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:00,691 : INFO : EPOCH 19 - PROGRESS: at 69.02% examples, 680144 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:01,692 : INFO : EPOCH 19 - PROGRESS: at 69.38% examples, 680373 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:02,702 : INFO : EPOCH 19 - PROGRESS: at 69.72% examples, 680591 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:03,706 : INFO : EPOCH 19 - PROGRESS: at 70.06% examples, 680802 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:04,709 : INFO : EPOCH 19 - PROGRESS: at 70.40% examples, 680963 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:05,721 : INFO : EPOCH 19 - PROGRESS: at 70.75% examples, 681188 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:06,725 : INFO : EPOCH 19 - PROGRESS: at 71.09% examples, 681343 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:58:07,727 : INFO : EPOCH 19 - PROGRESS: at 71.45% examples, 681535 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:08,727 : INFO : EPOCH 19 - PROGRESS: at 71.81% examples, 681787 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:58:09,729 : INFO : EPOCH 19 - PROGRESS: at 72.16% examples, 681939 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:10,731 : INFO : EPOCH 19 - PROGRESS: at 72.53% examples, 682091 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:58:11,733 : INFO : EPOCH 19 - PROGRESS: at 72.88% examples, 682336 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:12,751 : INFO : EPOCH 19 - PROGRESS: at 73.22% examples, 682484 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:13,756 : INFO : EPOCH 19 - PROGRESS: at 73.56% examples, 682701 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:58:14,756 : INFO : EPOCH 19 - PROGRESS: at 73.86% examples, 682783 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:15,769 : INFO : EPOCH 19 - PROGRESS: at 74.16% examples, 682678 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:16,771 : INFO : EPOCH 19 - PROGRESS: at 74.48% examples, 682542 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:17,784 : INFO : EPOCH 19 - PROGRESS: at 74.80% examples, 682455 words/s, in_qsize 6, out_qsize 1
2020-07-24 21:58:18,787 : INFO : EPOCH 19 - PROGRESS: at 75.10% examples, 682353 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:19,793 : INFO : EPOCH 19 - PROGRESS: at 75.43% examples, 682242 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:20,802 : INFO : EPOCH 19 - PROGRESS: at 75.75% examples, 682135 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:21,817 : INFO : EPOCH 19 - PROGRESS: at 76.08% examples, 682011 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:22,836 : INFO : EPOCH 19 - PROGRESS: at 76.42% examples, 681899 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:23,845 : INFO : EPOCH 19 - PROGRESS: at 76.73% examples, 681828 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:24,856 : INFO : EPOCH 19 - PROGRESS: at 77.05% examples, 681699 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:25,859 : INFO : EPOCH 19 - PROGRESS: at 77.38% examples, 681614 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:26,877 : INFO : EPOCH 19 - PROGRESS: at 77.69% examples, 681549 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:27,899 : INFO : EPOCH 19 - PROGRESS: at 78.04% examples, 681452 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:28,900 : INFO : EPOCH 19 - PROGRESS: at 78.36% examples, 681359 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:29,906 : INFO : EPOCH 19 - PROGRESS: at 78.69% examples, 681240 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:30,913 : INFO : EPOCH 19 - PROGRESS: at 79.01% examples, 681106 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:31,927 : INFO : EPOCH 19 - PROGRESS: at 79.32% examples, 681084 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:32,945 : INFO : EPOCH 19 - PROGRESS: at 79.65% examples, 680932 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:33,965 : INFO : EPOCH 19 - PROGRESS: at 79.97% examples, 680829 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:34,975 : INFO : EPOCH 19 - PROGRESS: at 80.30% examples, 680764 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:35,990 : INFO : EPOCH 19 - PROGRESS: at 80.61% examples, 680691 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:36,996 : INFO : EPOCH 19 - PROGRESS: at 80.94% examples, 680634 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:38,020 : INFO : EPOCH 19 - PROGRESS: at 81.27% examples, 680487 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:39,022 : INFO : EPOCH 19 - PROGRESS: at 81.59% examples, 680359 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:40,032 : INFO : EPOCH 19 - PROGRESS: at 81.89% examples, 680276 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:41,039 : INFO : EPOCH 19 - PROGRESS: at 82.23% examples, 680220 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:42,050 : INFO : EPOCH 19 - PROGRESS: at 82.56% examples, 680131 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:43,065 : INFO : EPOCH 19 - PROGRESS: at 82.91% examples, 680003 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:44,065 : INFO : EPOCH 19 - PROGRESS: at 83.22% examples, 679920 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:58:45,065 : INFO : EPOCH 19 - PROGRESS: at 83.53% examples, 679842 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:46,082 : INFO : EPOCH 19 - PROGRESS: at 83.87% examples, 679713 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:47,091 : INFO : EPOCH 19 - PROGRESS: at 84.18% examples, 679649 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:48,097 : INFO : EPOCH 19 - PROGRESS: at 84.49% examples, 679589 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:49,104 : INFO : EPOCH 19 - PROGRESS: at 84.80% examples, 679525 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:58:50,115 : INFO : EPOCH 19 - PROGRESS: at 85.12% examples, 679402 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:51,119 : INFO : EPOCH 19 - PROGRESS: at 85.44% examples, 679317 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:58:52,125 : INFO : EPOCH 19 - PROGRESS: at 85.74% examples, 679248 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:58:53,126 : INFO : EPOCH 19 - PROGRESS: at 86.07% examples, 679179 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:54,129 : INFO : EPOCH 19 - PROGRESS: at 86.41% examples, 679055 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:55,133 : INFO : EPOCH 19 - PROGRESS: at 86.75% examples, 678936 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:56,141 : INFO : EPOCH 19 - PROGRESS: at 87.07% examples, 678825 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:57,155 : INFO : EPOCH 19 - PROGRESS: at 87.38% examples, 678789 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:58,164 : INFO : EPOCH 19 - PROGRESS: at 87.70% examples, 678702 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:58:59,169 : INFO : EPOCH 19 - PROGRESS: at 88.03% examples, 678602 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:00,181 : INFO : EPOCH 19 - PROGRESS: at 88.34% examples, 678519 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:01,209 : INFO : EPOCH 19 - PROGRESS: at 88.66% examples, 678415 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:02,211 : INFO : EPOCH 19 - PROGRESS: at 89.00% examples, 678341 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:03,216 : INFO : EPOCH 19 - PROGRESS: at 89.30% examples, 678270 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:04,222 : INFO : EPOCH 19 - PROGRESS: at 89.61% examples, 678166 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:05,235 : INFO : EPOCH 19 - PROGRESS: at 89.96% examples, 678061 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:06,241 : INFO : EPOCH 19 - PROGRESS: at 90.28% examples, 678002 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:07,248 : INFO : EPOCH 19 - PROGRESS: at 90.60% examples, 677913 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:08,254 : INFO : EPOCH 19 - PROGRESS: at 90.93% examples, 677826 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:09,256 : INFO : EPOCH 19 - PROGRESS: at 91.24% examples, 677768 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:10,282 : INFO : EPOCH 19 - PROGRESS: at 91.56% examples, 677679 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:11,285 : INFO : EPOCH 19 - PROGRESS: at 91.90% examples, 677625 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:12,285 : INFO : EPOCH 19 - PROGRESS: at 92.22% examples, 677566 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:13,288 : INFO : EPOCH 19 - PROGRESS: at 92.52% examples, 677494 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:14,293 : INFO : EPOCH 19 - PROGRESS: at 92.82% examples, 677439 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:15,299 : INFO : EPOCH 19 - PROGRESS: at 93.14% examples, 677352 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:16,312 : INFO : EPOCH 19 - PROGRESS: at 93.45% examples, 677304 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:17,326 : INFO : EPOCH 19 - PROGRESS: at 93.76% examples, 677247 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:18,328 : INFO : EPOCH 19 - PROGRESS: at 94.07% examples, 677195 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:19,336 : INFO : EPOCH 19 - PROGRESS: at 94.39% examples, 677113 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:20,339 : INFO : EPOCH 19 - PROGRESS: at 94.72% examples, 676992 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:21,340 : INFO : EPOCH 19 - PROGRESS: at 95.06% examples, 676943 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:59:22,344 : INFO : EPOCH 19 - PROGRESS: at 95.40% examples, 676879 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:23,356 : INFO : EPOCH 19 - PROGRESS: at 95.73% examples, 676805 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:59:24,358 : INFO : EPOCH 19 - PROGRESS: at 96.06% examples, 676794 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:25,383 : INFO : EPOCH 19 - PROGRESS: at 96.39% examples, 676696 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:26,402 : INFO : EPOCH 19 - PROGRESS: at 96.70% examples, 676629 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:59:27,408 : INFO : EPOCH 19 - PROGRESS: at 97.04% examples, 676547 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:28,414 : INFO : EPOCH 19 - PROGRESS: at 97.34% examples, 676482 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:29,418 : INFO : EPOCH 19 - PROGRESS: at 97.66% examples, 676487 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:30,433 : INFO : EPOCH 19 - PROGRESS: at 97.95% examples, 676404 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:31,443 : INFO : EPOCH 19 - PROGRESS: at 98.24% examples, 676344 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:32,451 : INFO : EPOCH 19 - PROGRESS: at 98.56% examples, 676306 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:33,463 : INFO : EPOCH 19 - PROGRESS: at 98.89% examples, 676209 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:34,470 : INFO : EPOCH 19 - PROGRESS: at 99.22% examples, 676120 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:35,470 : INFO : EPOCH 19 - PROGRESS: at 99.53% examples, 676074 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:36,482 : INFO : EPOCH 19 - PROGRESS: at 99.85% examples, 676004 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:36,904 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 21:59:36,907 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 21:59:36,922 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 21:59:36,929 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 21:59:36,930 : INFO : EPOCH - 19 : training on 266101604 raw words (206717675 effective words) took 305.8s, 675982 effective words/s
2020-07-24 21:59:37,939 : INFO : EPOCH 20 - PROGRESS: at 0.30% examples, 646083 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:38,946 : INFO : EPOCH 20 - PROGRESS: at 0.61% examples, 654783 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:39,957 : INFO : EPOCH 20 - PROGRESS: at 0.92% examples, 640156 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:40,965 : INFO : EPOCH 20 - PROGRESS: at 1.24% examples, 637270 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:41,985 : INFO : EPOCH 20 - PROGRESS: at 1.53% examples, 635436 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:42,993 : INFO : EPOCH 20 - PROGRESS: at 1.83% examples, 633365 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:44,002 : INFO : EPOCH 20 - PROGRESS: at 2.13% examples, 627762 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:59:45,003 : INFO : EPOCH 20 - PROGRESS: at 2.39% examples, 623252 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:46,008 : INFO : EPOCH 20 - PROGRESS: at 2.73% examples, 628987 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:47,026 : INFO : EPOCH 20 - PROGRESS: at 3.09% examples, 637144 words/s, in_qsize 7, out_qsize 1
2020-07-24 21:59:48,028 : INFO : EPOCH 20 - PROGRESS: at 3.45% examples, 645202 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:49,040 : INFO : EPOCH 20 - PROGRESS: at 3.77% examples, 652718 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:50,054 : INFO : EPOCH 20 - PROGRESS: at 4.11% examples, 658088 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:51,055 : INFO : EPOCH 20 - PROGRESS: at 4.46% examples, 663372 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:52,069 : INFO : EPOCH 20 - PROGRESS: at 4.80% examples, 667022 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:53,085 : INFO : EPOCH 20 - PROGRESS: at 5.16% examples, 670641 words/s, in_qsize 8, out_qsize 0
2020-07-24 21:59:54,089 : INFO : EPOCH 20 - PROGRESS: at 5.52% examples, 673646 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:55,092 : INFO : EPOCH 20 - PROGRESS: at 5.87% examples, 675762 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:56,094 : INFO : EPOCH 20 - PROGRESS: at 6.21% examples, 678483 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:57,094 : INFO : EPOCH 20 - PROGRESS: at 6.57% examples, 680852 words/s, in_qsize 7, out_qsize 0
2020-07-24 21:59:58,107 : INFO : EPOCH 20 - PROGRESS: at 6.93% examples, 682420 words/s, in_qsize 8, out_qsize 1
2020-07-24 21:59:59,108 : INFO : EPOCH 20 - PROGRESS: at 7.30% examples, 684245 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:00,111 : INFO : EPOCH 20 - PROGRESS: at 7.65% examples, 685870 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:01,117 : INFO : EPOCH 20 - PROGRESS: at 8.01% examples, 687623 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:02,126 : INFO : EPOCH 20 - PROGRESS: at 8.40% examples, 689238 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:03,140 : INFO : EPOCH 20 - PROGRESS: at 8.73% examples, 690772 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:04,145 : INFO : EPOCH 20 - PROGRESS: at 9.07% examples, 692142 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:05,153 : INFO : EPOCH 20 - PROGRESS: at 9.42% examples, 692908 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:06,156 : INFO : EPOCH 20 - PROGRESS: at 9.75% examples, 694329 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:07,174 : INFO : EPOCH 20 - PROGRESS: at 10.08% examples, 695449 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:08,176 : INFO : EPOCH 20 - PROGRESS: at 10.42% examples, 696943 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:09,203 : INFO : EPOCH 20 - PROGRESS: at 10.79% examples, 697070 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:10,211 : INFO : EPOCH 20 - PROGRESS: at 11.15% examples, 698143 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:11,211 : INFO : EPOCH 20 - PROGRESS: at 11.52% examples, 699318 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:12,212 : INFO : EPOCH 20 - PROGRESS: at 11.89% examples, 699851 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:13,223 : INFO : EPOCH 20 - PROGRESS: at 12.21% examples, 700499 words/s, in_qsize 7, out_qsize 1
2020-07-24 22:00:14,229 : INFO : EPOCH 20 - PROGRESS: at 12.58% examples, 701403 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:15,244 : INFO : EPOCH 20 - PROGRESS: at 12.94% examples, 701836 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:16,247 : INFO : EPOCH 20 - PROGRESS: at 13.29% examples, 702490 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:17,266 : INFO : EPOCH 20 - PROGRESS: at 13.65% examples, 702925 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:18,271 : INFO : EPOCH 20 - PROGRESS: at 14.01% examples, 703315 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:19,276 : INFO : EPOCH 20 - PROGRESS: at 14.38% examples, 703719 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:20,276 : INFO : EPOCH 20 - PROGRESS: at 14.74% examples, 704216 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:21,281 : INFO : EPOCH 20 - PROGRESS: at 15.07% examples, 704753 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:22,282 : INFO : EPOCH 20 - PROGRESS: at 15.46% examples, 705140 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:23,283 : INFO : EPOCH 20 - PROGRESS: at 15.80% examples, 705204 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:24,296 : INFO : EPOCH 20 - PROGRESS: at 16.17% examples, 705512 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:25,297 : INFO : EPOCH 20 - PROGRESS: at 16.53% examples, 705949 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:26,307 : INFO : EPOCH 20 - PROGRESS: at 16.89% examples, 706319 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:27,310 : INFO : EPOCH 20 - PROGRESS: at 17.24% examples, 706685 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:28,323 : INFO : EPOCH 20 - PROGRESS: at 17.62% examples, 706676 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:29,324 : INFO : EPOCH 20 - PROGRESS: at 17.97% examples, 707036 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:30,346 : INFO : EPOCH 20 - PROGRESS: at 18.33% examples, 707477 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:31,355 : INFO : EPOCH 20 - PROGRESS: at 18.69% examples, 707877 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:32,359 : INFO : EPOCH 20 - PROGRESS: at 19.03% examples, 708146 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:33,361 : INFO : EPOCH 20 - PROGRESS: at 19.39% examples, 708213 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:34,368 : INFO : EPOCH 20 - PROGRESS: at 19.74% examples, 708381 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:35,375 : INFO : EPOCH 20 - PROGRESS: at 20.09% examples, 708801 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:36,393 : INFO : EPOCH 20 - PROGRESS: at 20.44% examples, 709046 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:37,398 : INFO : EPOCH 20 - PROGRESS: at 20.80% examples, 709480 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:38,412 : INFO : EPOCH 20 - PROGRESS: at 21.15% examples, 709764 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:39,422 : INFO : EPOCH 20 - PROGRESS: at 21.49% examples, 710157 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:40,439 : INFO : EPOCH 20 - PROGRESS: at 21.83% examples, 710284 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:41,442 : INFO : EPOCH 20 - PROGRESS: at 22.20% examples, 710552 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:42,456 : INFO : EPOCH 20 - PROGRESS: at 22.55% examples, 710733 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:43,456 : INFO : EPOCH 20 - PROGRESS: at 22.90% examples, 711022 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:44,468 : INFO : EPOCH 20 - PROGRESS: at 23.23% examples, 711358 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:45,473 : INFO : EPOCH 20 - PROGRESS: at 23.59% examples, 711525 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:46,474 : INFO : EPOCH 20 - PROGRESS: at 23.93% examples, 711703 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:47,477 : INFO : EPOCH 20 - PROGRESS: at 24.28% examples, 711784 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:48,489 : INFO : EPOCH 20 - PROGRESS: at 24.67% examples, 711905 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:00:49,497 : INFO : EPOCH 20 - PROGRESS: at 25.01% examples, 712003 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:50,505 : INFO : EPOCH 20 - PROGRESS: at 25.37% examples, 712085 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:00:51,510 : INFO : EPOCH 20 - PROGRESS: at 25.71% examples, 712254 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:52,516 : INFO : EPOCH 20 - PROGRESS: at 26.07% examples, 712309 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:00:53,524 : INFO : EPOCH 20 - PROGRESS: at 26.41% examples, 712411 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:54,529 : INFO : EPOCH 20 - PROGRESS: at 26.76% examples, 712526 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:55,535 : INFO : EPOCH 20 - PROGRESS: at 27.13% examples, 712739 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:56,541 : INFO : EPOCH 20 - PROGRESS: at 27.49% examples, 712809 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:57,543 : INFO : EPOCH 20 - PROGRESS: at 27.84% examples, 713027 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:58,565 : INFO : EPOCH 20 - PROGRESS: at 28.19% examples, 713052 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:00:59,582 : INFO : EPOCH 20 - PROGRESS: at 28.56% examples, 713248 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:00,585 : INFO : EPOCH 20 - PROGRESS: at 28.94% examples, 713333 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:01,591 : INFO : EPOCH 20 - PROGRESS: at 29.28% examples, 713355 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:02,609 : INFO : EPOCH 20 - PROGRESS: at 29.63% examples, 713508 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:03,620 : INFO : EPOCH 20 - PROGRESS: at 29.99% examples, 713603 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:04,649 : INFO : EPOCH 20 - PROGRESS: at 30.36% examples, 713549 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:05,650 : INFO : EPOCH 20 - PROGRESS: at 30.73% examples, 713874 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:06,655 : INFO : EPOCH 20 - PROGRESS: at 31.07% examples, 713724 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:07,671 : INFO : EPOCH 20 - PROGRESS: at 31.39% examples, 713153 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:08,691 : INFO : EPOCH 20 - PROGRESS: at 31.71% examples, 712433 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:09,695 : INFO : EPOCH 20 - PROGRESS: at 32.04% examples, 711763 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:10,700 : INFO : EPOCH 20 - PROGRESS: at 32.37% examples, 711099 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:01:11,714 : INFO : EPOCH 20 - PROGRESS: at 32.71% examples, 710361 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:12,733 : INFO : EPOCH 20 - PROGRESS: at 33.07% examples, 709766 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:01:13,743 : INFO : EPOCH 20 - PROGRESS: at 33.38% examples, 709145 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:14,753 : INFO : EPOCH 20 - PROGRESS: at 33.67% examples, 708666 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:15,766 : INFO : EPOCH 20 - PROGRESS: at 34.01% examples, 708140 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:01:16,767 : INFO : EPOCH 20 - PROGRESS: at 34.33% examples, 707649 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:17,772 : INFO : EPOCH 20 - PROGRESS: at 34.67% examples, 707149 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:01:18,777 : INFO : EPOCH 20 - PROGRESS: at 34.99% examples, 706703 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:19,778 : INFO : EPOCH 20 - PROGRESS: at 35.31% examples, 706230 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:20,794 : INFO : EPOCH 20 - PROGRESS: at 35.62% examples, 705734 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:21,817 : INFO : EPOCH 20 - PROGRESS: at 35.96% examples, 705216 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:22,819 : INFO : EPOCH 20 - PROGRESS: at 36.29% examples, 704775 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:23,823 : INFO : EPOCH 20 - PROGRESS: at 36.62% examples, 704339 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:24,837 : INFO : EPOCH 20 - PROGRESS: at 36.94% examples, 703803 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:25,847 : INFO : EPOCH 20 - PROGRESS: at 37.24% examples, 703444 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:26,860 : INFO : EPOCH 20 - PROGRESS: at 37.53% examples, 703047 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:27,865 : INFO : EPOCH 20 - PROGRESS: at 37.83% examples, 702773 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:28,866 : INFO : EPOCH 20 - PROGRESS: at 38.14% examples, 702320 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:29,868 : INFO : EPOCH 20 - PROGRESS: at 38.48% examples, 701822 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:30,870 : INFO : EPOCH 20 - PROGRESS: at 38.80% examples, 701423 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:31,870 : INFO : EPOCH 20 - PROGRESS: at 39.12% examples, 701053 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:32,873 : INFO : EPOCH 20 - PROGRESS: at 39.42% examples, 700635 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:33,878 : INFO : EPOCH 20 - PROGRESS: at 39.75% examples, 700280 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:34,881 : INFO : EPOCH 20 - PROGRESS: at 40.07% examples, 699862 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:35,907 : INFO : EPOCH 20 - PROGRESS: at 40.37% examples, 699397 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:36,913 : INFO : EPOCH 20 - PROGRESS: at 40.67% examples, 699147 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:37,921 : INFO : EPOCH 20 - PROGRESS: at 40.95% examples, 698835 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:38,925 : INFO : EPOCH 20 - PROGRESS: at 41.28% examples, 698495 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:01:39,939 : INFO : EPOCH 20 - PROGRESS: at 41.60% examples, 698111 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:40,946 : INFO : EPOCH 20 - PROGRESS: at 41.90% examples, 697787 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:41,948 : INFO : EPOCH 20 - PROGRESS: at 42.23% examples, 697443 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:42,950 : INFO : EPOCH 20 - PROGRESS: at 42.55% examples, 697154 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:43,958 : INFO : EPOCH 20 - PROGRESS: at 42.84% examples, 696945 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:44,961 : INFO : EPOCH 20 - PROGRESS: at 43.16% examples, 696576 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:01:45,976 : INFO : EPOCH 20 - PROGRESS: at 43.49% examples, 696206 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:46,977 : INFO : EPOCH 20 - PROGRESS: at 43.79% examples, 695984 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:48,002 : INFO : EPOCH 20 - PROGRESS: at 44.13% examples, 695564 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:49,018 : INFO : EPOCH 20 - PROGRESS: at 44.46% examples, 695286 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:50,034 : INFO : EPOCH 20 - PROGRESS: at 44.80% examples, 695003 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:51,041 : INFO : EPOCH 20 - PROGRESS: at 45.11% examples, 694794 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:52,041 : INFO : EPOCH 20 - PROGRESS: at 45.45% examples, 694471 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:53,067 : INFO : EPOCH 20 - PROGRESS: at 45.78% examples, 694087 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:01:54,071 : INFO : EPOCH 20 - PROGRESS: at 46.10% examples, 693855 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:55,084 : INFO : EPOCH 20 - PROGRESS: at 46.40% examples, 693618 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:56,092 : INFO : EPOCH 20 - PROGRESS: at 46.72% examples, 693376 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:57,092 : INFO : EPOCH 20 - PROGRESS: at 47.01% examples, 693113 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:58,098 : INFO : EPOCH 20 - PROGRESS: at 47.32% examples, 692918 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:01:59,102 : INFO : EPOCH 20 - PROGRESS: at 47.64% examples, 692669 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:00,112 : INFO : EPOCH 20 - PROGRESS: at 47.98% examples, 692398 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:01,114 : INFO : EPOCH 20 - PROGRESS: at 48.29% examples, 692172 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:02,115 : INFO : EPOCH 20 - PROGRESS: at 48.60% examples, 692007 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:03,118 : INFO : EPOCH 20 - PROGRESS: at 48.92% examples, 691783 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:02:04,130 : INFO : EPOCH 20 - PROGRESS: at 49.26% examples, 691518 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:05,135 : INFO : EPOCH 20 - PROGRESS: at 49.60% examples, 691292 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:06,154 : INFO : EPOCH 20 - PROGRESS: at 49.93% examples, 691096 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:07,161 : INFO : EPOCH 20 - PROGRESS: at 50.25% examples, 690891 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:02:08,164 : INFO : EPOCH 20 - PROGRESS: at 50.56% examples, 690687 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:09,168 : INFO : EPOCH 20 - PROGRESS: at 50.86% examples, 690493 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:10,184 : INFO : EPOCH 20 - PROGRESS: at 51.17% examples, 690275 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:11,189 : INFO : EPOCH 20 - PROGRESS: at 51.51% examples, 690071 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:12,199 : INFO : EPOCH 20 - PROGRESS: at 51.85% examples, 689856 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:13,203 : INFO : EPOCH 20 - PROGRESS: at 52.16% examples, 689621 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:14,222 : INFO : EPOCH 20 - PROGRESS: at 52.48% examples, 689427 words/s, in_qsize 7, out_qsize 1
2020-07-24 22:02:15,228 : INFO : EPOCH 20 - PROGRESS: at 52.80% examples, 689200 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:16,234 : INFO : EPOCH 20 - PROGRESS: at 53.14% examples, 689215 words/s, in_qsize 6, out_qsize 1
2020-07-24 22:02:17,236 : INFO : EPOCH 20 - PROGRESS: at 53.49% examples, 689370 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:02:18,243 : INFO : EPOCH 20 - PROGRESS: at 53.84% examples, 689569 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:19,250 : INFO : EPOCH 20 - PROGRESS: at 54.20% examples, 689715 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:20,252 : INFO : EPOCH 20 - PROGRESS: at 54.56% examples, 689701 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:21,252 : INFO : EPOCH 20 - PROGRESS: at 54.89% examples, 689691 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:22,264 : INFO : EPOCH 20 - PROGRESS: at 55.25% examples, 689705 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:23,279 : INFO : EPOCH 20 - PROGRESS: at 55.59% examples, 689705 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:24,280 : INFO : EPOCH 20 - PROGRESS: at 55.90% examples, 689262 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:25,282 : INFO : EPOCH 20 - PROGRESS: at 56.21% examples, 688626 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:26,297 : INFO : EPOCH 20 - PROGRESS: at 56.57% examples, 688681 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:02:27,297 : INFO : EPOCH 20 - PROGRESS: at 56.90% examples, 688967 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:28,299 : INFO : EPOCH 20 - PROGRESS: at 57.26% examples, 689116 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:29,299 : INFO : EPOCH 20 - PROGRESS: at 57.59% examples, 689275 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:30,315 : INFO : EPOCH 20 - PROGRESS: at 57.94% examples, 689467 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:31,322 : INFO : EPOCH 20 - PROGRESS: at 58.30% examples, 689684 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:02:32,323 : INFO : EPOCH 20 - PROGRESS: at 58.68% examples, 689848 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:33,330 : INFO : EPOCH 20 - PROGRESS: at 59.01% examples, 690016 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:34,340 : INFO : EPOCH 20 - PROGRESS: at 59.35% examples, 690226 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:35,352 : INFO : EPOCH 20 - PROGRESS: at 59.72% examples, 690420 words/s, in_qsize 6, out_qsize 1
2020-07-24 22:02:36,359 : INFO : EPOCH 20 - PROGRESS: at 60.07% examples, 690657 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:37,359 : INFO : EPOCH 20 - PROGRESS: at 60.41% examples, 690793 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:38,371 : INFO : EPOCH 20 - PROGRESS: at 60.79% examples, 690942 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:39,376 : INFO : EPOCH 20 - PROGRESS: at 61.17% examples, 691120 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:40,380 : INFO : EPOCH 20 - PROGRESS: at 61.49% examples, 691346 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:41,381 : INFO : EPOCH 20 - PROGRESS: at 61.84% examples, 691579 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:42,391 : INFO : EPOCH 20 - PROGRESS: at 62.20% examples, 691687 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:02:43,393 : INFO : EPOCH 20 - PROGRESS: at 62.56% examples, 691881 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:44,393 : INFO : EPOCH 20 - PROGRESS: at 62.91% examples, 692021 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:02:45,408 : INFO : EPOCH 20 - PROGRESS: at 63.26% examples, 692235 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:46,422 : INFO : EPOCH 20 - PROGRESS: at 63.59% examples, 692429 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:47,425 : INFO : EPOCH 20 - PROGRESS: at 63.95% examples, 692635 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:48,429 : INFO : EPOCH 20 - PROGRESS: at 64.29% examples, 692757 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:49,444 : INFO : EPOCH 20 - PROGRESS: at 64.64% examples, 692934 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:50,449 : INFO : EPOCH 20 - PROGRESS: at 65.01% examples, 693083 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:51,456 : INFO : EPOCH 20 - PROGRESS: at 65.37% examples, 693246 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:52,466 : INFO : EPOCH 20 - PROGRESS: at 65.72% examples, 693391 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:53,486 : INFO : EPOCH 20 - PROGRESS: at 66.07% examples, 693541 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:54,491 : INFO : EPOCH 20 - PROGRESS: at 66.42% examples, 693740 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:55,497 : INFO : EPOCH 20 - PROGRESS: at 66.77% examples, 693844 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:56,500 : INFO : EPOCH 20 - PROGRESS: at 67.11% examples, 694019 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:57,502 : INFO : EPOCH 20 - PROGRESS: at 67.46% examples, 694147 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:58,504 : INFO : EPOCH 20 - PROGRESS: at 67.82% examples, 694331 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:02:59,514 : INFO : EPOCH 20 - PROGRESS: at 68.17% examples, 694475 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:00,519 : INFO : EPOCH 20 - PROGRESS: at 68.50% examples, 694682 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:01,523 : INFO : EPOCH 20 - PROGRESS: at 68.85% examples, 694891 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:02,526 : INFO : EPOCH 20 - PROGRESS: at 69.21% examples, 694998 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:03,527 : INFO : EPOCH 20 - PROGRESS: at 69.55% examples, 695153 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:04,532 : INFO : EPOCH 20 - PROGRESS: at 69.91% examples, 695340 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:05,549 : INFO : EPOCH 20 - PROGRESS: at 70.24% examples, 695454 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:06,552 : INFO : EPOCH 20 - PROGRESS: at 70.58% examples, 695650 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:07,554 : INFO : EPOCH 20 - PROGRESS: at 70.92% examples, 695785 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:08,561 : INFO : EPOCH 20 - PROGRESS: at 71.29% examples, 695933 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:09,562 : INFO : EPOCH 20 - PROGRESS: at 71.64% examples, 696111 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:10,572 : INFO : EPOCH 20 - PROGRESS: at 72.01% examples, 696148 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:11,585 : INFO : EPOCH 20 - PROGRESS: at 72.37% examples, 696275 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:12,591 : INFO : EPOCH 20 - PROGRESS: at 72.72% examples, 696425 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:13,596 : INFO : EPOCH 20 - PROGRESS: at 73.06% examples, 696574 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:03:14,609 : INFO : EPOCH 20 - PROGRESS: at 73.42% examples, 696715 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:15,615 : INFO : EPOCH 20 - PROGRESS: at 73.75% examples, 696923 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:16,616 : INFO : EPOCH 20 - PROGRESS: at 74.07% examples, 697080 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:17,617 : INFO : EPOCH 20 - PROGRESS: at 74.41% examples, 697176 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:18,627 : INFO : EPOCH 20 - PROGRESS: at 74.75% examples, 697316 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:19,634 : INFO : EPOCH 20 - PROGRESS: at 75.09% examples, 697461 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:20,649 : INFO : EPOCH 20 - PROGRESS: at 75.45% examples, 697582 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:03:21,652 : INFO : EPOCH 20 - PROGRESS: at 75.80% examples, 697738 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:22,655 : INFO : EPOCH 20 - PROGRESS: at 76.18% examples, 697803 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:23,664 : INFO : EPOCH 20 - PROGRESS: at 76.52% examples, 697894 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:24,665 : INFO : EPOCH 20 - PROGRESS: at 76.89% examples, 698044 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:25,665 : INFO : EPOCH 20 - PROGRESS: at 77.23% examples, 698104 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:26,667 : INFO : EPOCH 20 - PROGRESS: at 77.57% examples, 698235 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:27,670 : INFO : EPOCH 20 - PROGRESS: at 77.93% examples, 698389 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:28,681 : INFO : EPOCH 20 - PROGRESS: at 78.29% examples, 698477 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:29,694 : INFO : EPOCH 20 - PROGRESS: at 78.67% examples, 698532 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:03:30,695 : INFO : EPOCH 20 - PROGRESS: at 79.01% examples, 698665 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:31,697 : INFO : EPOCH 20 - PROGRESS: at 79.35% examples, 698807 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:32,701 : INFO : EPOCH 20 - PROGRESS: at 79.70% examples, 698897 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:03:33,714 : INFO : EPOCH 20 - PROGRESS: at 80.05% examples, 698984 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:03:34,735 : INFO : EPOCH 20 - PROGRESS: at 80.41% examples, 699078 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:03:35,738 : INFO : EPOCH 20 - PROGRESS: at 80.76% examples, 699225 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:36,742 : INFO : EPOCH 20 - PROGRESS: at 81.13% examples, 699305 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:37,742 : INFO : EPOCH 20 - PROGRESS: at 81.47% examples, 699408 words/s, in_qsize 6, out_qsize 1
2020-07-24 22:03:38,750 : INFO : EPOCH 20 - PROGRESS: at 81.82% examples, 699543 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:39,751 : INFO : EPOCH 20 - PROGRESS: at 82.17% examples, 699639 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:40,755 : INFO : EPOCH 20 - PROGRESS: at 82.54% examples, 699711 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:41,758 : INFO : EPOCH 20 - PROGRESS: at 82.92% examples, 699795 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:42,773 : INFO : EPOCH 20 - PROGRESS: at 83.26% examples, 699887 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:43,775 : INFO : EPOCH 20 - PROGRESS: at 83.60% examples, 700002 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:44,788 : INFO : EPOCH 20 - PROGRESS: at 83.97% examples, 700028 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:45,794 : INFO : EPOCH 20 - PROGRESS: at 84.32% examples, 700113 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:46,795 : INFO : EPOCH 20 - PROGRESS: at 84.65% examples, 700231 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:47,805 : INFO : EPOCH 20 - PROGRESS: at 84.99% examples, 700329 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:48,818 : INFO : EPOCH 20 - PROGRESS: at 85.36% examples, 700420 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:49,834 : INFO : EPOCH 20 - PROGRESS: at 85.69% examples, 700508 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:50,835 : INFO : EPOCH 20 - PROGRESS: at 86.05% examples, 700659 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:51,850 : INFO : EPOCH 20 - PROGRESS: at 86.43% examples, 700698 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:52,859 : INFO : EPOCH 20 - PROGRESS: at 86.79% examples, 700775 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:53,875 : INFO : EPOCH 20 - PROGRESS: at 87.15% examples, 700907 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:54,878 : INFO : EPOCH 20 - PROGRESS: at 87.50% examples, 701013 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:55,893 : INFO : EPOCH 20 - PROGRESS: at 87.85% examples, 701086 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:56,895 : INFO : EPOCH 20 - PROGRESS: at 88.21% examples, 701238 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:57,896 : INFO : EPOCH 20 - PROGRESS: at 88.55% examples, 701276 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:58,904 : INFO : EPOCH 20 - PROGRESS: at 88.93% examples, 701336 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:03:59,910 : INFO : EPOCH 20 - PROGRESS: at 89.26% examples, 701468 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:04:00,914 : INFO : EPOCH 20 - PROGRESS: at 89.61% examples, 701516 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:01,915 : INFO : EPOCH 20 - PROGRESS: at 89.99% examples, 701557 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:04:02,917 : INFO : EPOCH 20 - PROGRESS: at 90.34% examples, 701690 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:03,921 : INFO : EPOCH 20 - PROGRESS: at 90.70% examples, 701769 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:04,936 : INFO : EPOCH 20 - PROGRESS: at 91.05% examples, 701801 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:05,938 : INFO : EPOCH 20 - PROGRESS: at 91.40% examples, 701910 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:06,947 : INFO : EPOCH 20 - PROGRESS: at 91.75% examples, 702001 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:04:07,949 : INFO : EPOCH 20 - PROGRESS: at 92.12% examples, 702049 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:08,953 : INFO : EPOCH 20 - PROGRESS: at 92.44% examples, 702182 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:09,956 : INFO : EPOCH 20 - PROGRESS: at 92.80% examples, 702237 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:10,963 : INFO : EPOCH 20 - PROGRESS: at 93.13% examples, 702331 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:11,975 : INFO : EPOCH 20 - PROGRESS: at 93.48% examples, 702422 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:04:12,987 : INFO : EPOCH 20 - PROGRESS: at 93.82% examples, 702531 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:14,006 : INFO : EPOCH 20 - PROGRESS: at 94.16% examples, 702604 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:04:15,006 : INFO : EPOCH 20 - PROGRESS: at 94.51% examples, 702676 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:16,009 : INFO : EPOCH 20 - PROGRESS: at 94.88% examples, 702743 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:17,020 : INFO : EPOCH 20 - PROGRESS: at 95.25% examples, 702795 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:18,026 : INFO : EPOCH 20 - PROGRESS: at 95.62% examples, 702886 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:19,034 : INFO : EPOCH 20 - PROGRESS: at 95.99% examples, 702955 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:20,048 : INFO : EPOCH 20 - PROGRESS: at 96.34% examples, 703010 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:21,065 : INFO : EPOCH 20 - PROGRESS: at 96.70% examples, 703067 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:22,070 : INFO : EPOCH 20 - PROGRESS: at 97.06% examples, 703124 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:23,079 : INFO : EPOCH 20 - PROGRESS: at 97.40% examples, 703208 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:24,085 : INFO : EPOCH 20 - PROGRESS: at 97.74% examples, 703307 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:25,087 : INFO : EPOCH 20 - PROGRESS: at 98.06% examples, 703392 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:26,090 : INFO : EPOCH 20 - PROGRESS: at 98.37% examples, 703446 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:04:27,099 : INFO : EPOCH 20 - PROGRESS: at 98.74% examples, 703492 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:28,117 : INFO : EPOCH 20 - PROGRESS: at 99.11% examples, 703538 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:29,127 : INFO : EPOCH 20 - PROGRESS: at 99.45% examples, 703643 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:04:30,150 : INFO : EPOCH 20 - PROGRESS: at 99.81% examples, 703732 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:04:30,626 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:04:30,629 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:04:30,635 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:04:30,645 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:04:30,646 : INFO : EPOCH - 20 : training on 266101604 raw words (206710282 effective words) took 293.7s, 703783 effective words/s
2020-07-24 22:04:30,647 : INFO : training on a 5322032080 raw words (4134309797 effective words) took 5940.8s, 695912 effective words/s
2020-07-24 22:04:30,647 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[14]-1595628270.647518].model, separately None
2020-07-24 22:04:30,648 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[14]-1595628270.647518].model.trainables.syn1neg.npy
2020-07-24 22:04:31,349 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[14]-1595628270.647518].model.wv.vectors.npy
2020-07-24 22:04:32,047 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[14]-1595628270.647518].model.docvecs.vectors_docs.npy
2020-07-24 22:04:34,030 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[14]-1595628270.647518].model
2020-07-24 22:04:34,031 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[14]-1595628270.647518].model
2020-07-24 22:06:57,077 : INFO : collecting all words and their counts
2020-07-24 22:06:57,101 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-24 22:06:58,555 : INFO : PROGRESS: at example #10000, processed 6522107 words (4487718/s), 34249 word types, 454451 tags
2020-07-24 22:06:59,985 : INFO : PROGRESS: at example #20000, processed 13140295 words (4633586/s), 36504 word types, 454451 tags
2020-07-24 22:07:01,481 : INFO : PROGRESS: at example #30000, processed 20062240 words (4628872/s), 38149 word types, 454451 tags
2020-07-24 22:07:01,925 : INFO : collected 38643 word types and 454451 unique tags from a corpus of 33151 examples and 22088050 words
2020-07-24 22:07:01,926 : INFO : Updating model with new vocabulary
2020-07-24 22:07:01,992 : INFO : New added 38643 unique words (50% of original 77286) and increased the count of 38643 pre-existing words (50% of original 77286)
2020-07-24 22:07:02,239 : INFO : deleting the raw counts dictionary of 38643 items
2020-07-24 22:07:02,241 : INFO : sample=0.001 downsamples 64 most-common words
2020-07-24 22:07:02,242 : INFO : downsampling leaves estimated 34962842 word corpus (158.3% of prior 22088050)
2020-07-24 22:07:03,422 : INFO : estimated required memory for 77286 words and 500 dimensions: 1256689000 bytes
2020-07-24 22:07:03,423 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  
2020-07-24 22:07:04,622 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-24 22:07:04,623 : INFO : training model with 4 workers on 693010 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-24 22:07:05,639 : INFO : EPOCH 1 - PROGRESS: at 4.25% examples, 704816 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:06,653 : INFO : EPOCH 1 - PROGRESS: at 8.61% examples, 712298 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:07,654 : INFO : EPOCH 1 - PROGRESS: at 12.86% examples, 720951 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:07:08,654 : INFO : EPOCH 1 - PROGRESS: at 17.24% examples, 719886 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:09,661 : INFO : EPOCH 1 - PROGRESS: at 21.51% examples, 720888 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:10,676 : INFO : EPOCH 1 - PROGRESS: at 25.73% examples, 722779 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:11,682 : INFO : EPOCH 1 - PROGRESS: at 29.96% examples, 723213 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:12,682 : INFO : EPOCH 1 - PROGRESS: at 34.41% examples, 725244 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:13,688 : INFO : EPOCH 1 - PROGRESS: at 38.60% examples, 724617 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:07:14,695 : INFO : EPOCH 1 - PROGRESS: at 43.15% examples, 723078 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:15,711 : INFO : EPOCH 1 - PROGRESS: at 47.27% examples, 722338 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:16,731 : INFO : EPOCH 1 - PROGRESS: at 51.44% examples, 723623 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:17,741 : INFO : EPOCH 1 - PROGRESS: at 55.68% examples, 723283 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:18,742 : INFO : EPOCH 1 - PROGRESS: at 59.95% examples, 723552 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:19,754 : INFO : EPOCH 1 - PROGRESS: at 64.09% examples, 724106 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:07:20,761 : INFO : EPOCH 1 - PROGRESS: at 68.18% examples, 724909 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:21,771 : INFO : EPOCH 1 - PROGRESS: at 72.37% examples, 725045 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:22,771 : INFO : EPOCH 1 - PROGRESS: at 76.49% examples, 726060 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:23,778 : INFO : EPOCH 1 - PROGRESS: at 80.63% examples, 725094 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:24,781 : INFO : EPOCH 1 - PROGRESS: at 85.10% examples, 725187 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:25,804 : INFO : EPOCH 1 - PROGRESS: at 89.00% examples, 725112 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:26,821 : INFO : EPOCH 1 - PROGRESS: at 93.30% examples, 725033 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:27,832 : INFO : EPOCH 1 - PROGRESS: at 97.59% examples, 725241 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:28,327 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:07:28,331 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:07:28,349 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:07:28,351 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:07:28,352 : INFO : EPOCH - 1 : training on 22088050 raw words (17210823 effective words) took 23.7s, 725597 effective words/s
2020-07-24 22:07:29,363 : INFO : EPOCH 2 - PROGRESS: at 4.20% examples, 696870 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:30,374 : INFO : EPOCH 2 - PROGRESS: at 8.61% examples, 713118 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:31,381 : INFO : EPOCH 2 - PROGRESS: at 12.78% examples, 717475 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:32,383 : INFO : EPOCH 2 - PROGRESS: at 17.20% examples, 717488 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:33,389 : INFO : EPOCH 2 - PROGRESS: at 21.44% examples, 718281 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:07:34,399 : INFO : EPOCH 2 - PROGRESS: at 25.66% examples, 720420 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:35,406 : INFO : EPOCH 2 - PROGRESS: at 29.90% examples, 720658 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:36,415 : INFO : EPOCH 2 - PROGRESS: at 34.26% examples, 721633 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:37,426 : INFO : EPOCH 2 - PROGRESS: at 38.54% examples, 721841 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:38,428 : INFO : EPOCH 2 - PROGRESS: at 43.15% examples, 722272 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:39,434 : INFO : EPOCH 2 - PROGRESS: at 47.27% examples, 722337 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:40,438 : INFO : EPOCH 2 - PROGRESS: at 51.14% examples, 720344 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:41,458 : INFO : EPOCH 2 - PROGRESS: at 55.25% examples, 717902 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:42,468 : INFO : EPOCH 2 - PROGRESS: at 59.33% examples, 716373 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:43,475 : INFO : EPOCH 2 - PROGRESS: at 63.40% examples, 715454 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:44,480 : INFO : EPOCH 2 - PROGRESS: at 66.84% examples, 708986 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:45,488 : INFO : EPOCH 2 - PROGRESS: at 70.23% examples, 703228 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:46,489 : INFO : EPOCH 2 - PROGRESS: at 74.42% examples, 703549 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:47,492 : INFO : EPOCH 2 - PROGRESS: at 78.31% examples, 705522 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:48,493 : INFO : EPOCH 2 - PROGRESS: at 82.88% examples, 706019 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:49,507 : INFO : EPOCH 2 - PROGRESS: at 86.78% examples, 706856 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:50,508 : INFO : EPOCH 2 - PROGRESS: at 90.95% examples, 708227 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:51,509 : INFO : EPOCH 2 - PROGRESS: at 95.31% examples, 708973 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:52,527 : INFO : EPOCH 2 - PROGRESS: at 99.62% examples, 709727 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:52,566 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:07:52,576 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:07:52,591 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:07:52,593 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:07:52,594 : INFO : EPOCH - 2 : training on 22088050 raw words (17210710 effective words) took 24.2s, 710053 effective words/s
2020-07-24 22:07:53,602 : INFO : EPOCH 3 - PROGRESS: at 4.25% examples, 705838 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:54,603 : INFO : EPOCH 3 - PROGRESS: at 8.56% examples, 713688 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:55,610 : INFO : EPOCH 3 - PROGRESS: at 12.73% examples, 717729 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:56,618 : INFO : EPOCH 3 - PROGRESS: at 17.24% examples, 719961 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:57,620 : INFO : EPOCH 3 - PROGRESS: at 21.49% examples, 721014 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:58,631 : INFO : EPOCH 3 - PROGRESS: at 25.66% examples, 721335 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:07:59,636 : INFO : EPOCH 3 - PROGRESS: at 29.84% examples, 722136 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:00,650 : INFO : EPOCH 3 - PROGRESS: at 34.24% examples, 721990 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:01,657 : INFO : EPOCH 3 - PROGRESS: at 38.54% examples, 722501 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:02,669 : INFO : EPOCH 3 - PROGRESS: at 43.19% examples, 722592 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:03,674 : INFO : EPOCH 3 - PROGRESS: at 47.32% examples, 723009 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:04,685 : INFO : EPOCH 3 - PROGRESS: at 51.44% examples, 724159 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:05,698 : INFO : EPOCH 3 - PROGRESS: at 55.72% examples, 723933 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:06,701 : INFO : EPOCH 3 - PROGRESS: at 59.98% examples, 724279 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:07,702 : INFO : EPOCH 3 - PROGRESS: at 64.09% examples, 725493 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:08,704 : INFO : EPOCH 3 - PROGRESS: at 68.18% examples, 725827 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:09,704 : INFO : EPOCH 3 - PROGRESS: at 72.37% examples, 726295 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:10,734 : INFO : EPOCH 3 - PROGRESS: at 76.54% examples, 726472 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:11,752 : INFO : EPOCH 3 - PROGRESS: at 80.93% examples, 726851 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:12,763 : INFO : EPOCH 3 - PROGRESS: at 85.31% examples, 726390 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:13,777 : INFO : EPOCH 3 - PROGRESS: at 89.34% examples, 727384 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:14,783 : INFO : EPOCH 3 - PROGRESS: at 93.63% examples, 727580 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:15,805 : INFO : EPOCH 3 - PROGRESS: at 98.00% examples, 727405 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:16,219 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:08:16,228 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:08:16,234 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:08:16,236 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:08:16,237 : INFO : EPOCH - 3 : training on 22088050 raw words (17209858 effective words) took 23.6s, 728010 effective words/s
2020-07-24 22:08:17,241 : INFO : EPOCH 4 - PROGRESS: at 4.34% examples, 722180 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:18,243 : INFO : EPOCH 4 - PROGRESS: at 8.63% examples, 722577 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:19,245 : INFO : EPOCH 4 - PROGRESS: at 12.84% examples, 724844 words/s, in_qsize 6, out_qsize 1
2020-07-24 22:08:20,253 : INFO : EPOCH 4 - PROGRESS: at 17.30% examples, 723366 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:21,254 : INFO : EPOCH 4 - PROGRESS: at 21.55% examples, 724369 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:22,259 : INFO : EPOCH 4 - PROGRESS: at 25.70% examples, 724369 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:23,264 : INFO : EPOCH 4 - PROGRESS: at 29.99% examples, 726502 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:24,268 : INFO : EPOCH 4 - PROGRESS: at 34.41% examples, 727053 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:25,272 : INFO : EPOCH 4 - PROGRESS: at 38.60% examples, 726351 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:08:26,281 : INFO : EPOCH 4 - PROGRESS: at 43.19% examples, 724943 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:27,281 : INFO : EPOCH 4 - PROGRESS: at 47.36% examples, 726192 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:28,289 : INFO : EPOCH 4 - PROGRESS: at 51.44% examples, 726547 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:29,292 : INFO : EPOCH 4 - PROGRESS: at 55.76% examples, 727278 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:30,300 : INFO : EPOCH 4 - PROGRESS: at 60.06% examples, 727975 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:31,301 : INFO : EPOCH 4 - PROGRESS: at 64.19% examples, 728580 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:32,303 : INFO : EPOCH 4 - PROGRESS: at 68.28% examples, 728723 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:33,323 : INFO : EPOCH 4 - PROGRESS: at 72.58% examples, 729031 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:34,326 : INFO : EPOCH 4 - PROGRESS: at 76.63% examples, 729727 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:35,328 : INFO : EPOCH 4 - PROGRESS: at 80.92% examples, 728992 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:36,335 : INFO : EPOCH 4 - PROGRESS: at 85.26% examples, 728624 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:37,340 : INFO : EPOCH 4 - PROGRESS: at 89.17% examples, 729012 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:38,349 : INFO : EPOCH 4 - PROGRESS: at 93.47% examples, 729105 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:39,361 : INFO : EPOCH 4 - PROGRESS: at 97.79% examples, 728920 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:39,808 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:08:39,819 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:08:39,826 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:08:39,828 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:08:39,829 : INFO : EPOCH - 4 : training on 22088050 raw words (17209078 effective words) took 23.6s, 729577 effective words/s
2020-07-24 22:08:40,832 : INFO : EPOCH 5 - PROGRESS: at 4.34% examples, 721993 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:41,833 : INFO : EPOCH 5 - PROGRESS: at 8.63% examples, 723178 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:42,854 : INFO : EPOCH 5 - PROGRESS: at 12.96% examples, 726075 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:43,857 : INFO : EPOCH 5 - PROGRESS: at 17.37% examples, 727245 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:44,866 : INFO : EPOCH 5 - PROGRESS: at 21.74% examples, 728399 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:45,867 : INFO : EPOCH 5 - PROGRESS: at 25.91% examples, 728215 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:08:46,867 : INFO : EPOCH 5 - PROGRESS: at 30.13% examples, 729582 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:47,880 : INFO : EPOCH 5 - PROGRESS: at 34.53% examples, 728605 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:48,886 : INFO : EPOCH 5 - PROGRESS: at 38.90% examples, 729379 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:49,889 : INFO : EPOCH 5 - PROGRESS: at 43.43% examples, 728932 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:50,895 : INFO : EPOCH 5 - PROGRESS: at 47.58% examples, 728802 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:08:51,900 : INFO : EPOCH 5 - PROGRESS: at 51.70% examples, 729856 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:52,904 : INFO : EPOCH 5 - PROGRESS: at 56.05% examples, 729814 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:53,905 : INFO : EPOCH 5 - PROGRESS: at 60.26% examples, 729810 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:08:54,913 : INFO : EPOCH 5 - PROGRESS: at 64.31% examples, 730432 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:55,920 : INFO : EPOCH 5 - PROGRESS: at 68.60% examples, 730731 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:56,935 : INFO : EPOCH 5 - PROGRESS: at 72.81% examples, 730144 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:08:57,952 : INFO : EPOCH 5 - PROGRESS: at 76.85% examples, 730439 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:58,967 : INFO : EPOCH 5 - PROGRESS: at 81.34% examples, 730356 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:08:59,976 : INFO : EPOCH 5 - PROGRESS: at 85.66% examples, 730638 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:00,982 : INFO : EPOCH 5 - PROGRESS: at 89.62% examples, 730951 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:09:01,989 : INFO : EPOCH 5 - PROGRESS: at 93.96% examples, 730981 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:02,990 : INFO : EPOCH 5 - PROGRESS: at 98.20% examples, 730349 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:03,363 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:09:03,364 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:09:03,376 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:09:03,383 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:09:03,384 : INFO : EPOCH - 5 : training on 22088050 raw words (17212111 effective words) took 23.6s, 730821 effective words/s
2020-07-24 22:09:04,411 : INFO : EPOCH 6 - PROGRESS: at 4.27% examples, 714339 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:05,417 : INFO : EPOCH 6 - PROGRESS: at 8.66% examples, 723901 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:06,429 : INFO : EPOCH 6 - PROGRESS: at 12.96% examples, 725707 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:07,436 : INFO : EPOCH 6 - PROGRESS: at 17.37% examples, 724119 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:08,448 : INFO : EPOCH 6 - PROGRESS: at 21.73% examples, 725641 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:09,454 : INFO : EPOCH 6 - PROGRESS: at 25.91% examples, 726593 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:09:10,464 : INFO : EPOCH 6 - PROGRESS: at 30.07% examples, 726160 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:11,472 : INFO : EPOCH 6 - PROGRESS: at 34.58% examples, 727802 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:12,473 : INFO : EPOCH 6 - PROGRESS: at 38.90% examples, 728305 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:09:13,478 : INFO : EPOCH 6 - PROGRESS: at 43.35% examples, 727121 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:14,487 : INFO : EPOCH 6 - PROGRESS: at 47.58% examples, 727542 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:15,491 : INFO : EPOCH 6 - PROGRESS: at 51.70% examples, 728743 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:16,498 : INFO : EPOCH 6 - PROGRESS: at 55.99% examples, 728644 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:17,509 : INFO : EPOCH 6 - PROGRESS: at 60.35% examples, 728735 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:18,511 : INFO : EPOCH 6 - PROGRESS: at 64.31% examples, 729168 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:19,521 : INFO : EPOCH 6 - PROGRESS: at 68.60% examples, 729429 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:20,532 : INFO : EPOCH 6 - PROGRESS: at 72.86% examples, 729510 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:21,535 : INFO : EPOCH 6 - PROGRESS: at 76.88% examples, 730974 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:09:22,540 : INFO : EPOCH 6 - PROGRESS: at 81.39% examples, 730548 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:23,556 : INFO : EPOCH 6 - PROGRESS: at 85.57% examples, 730413 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:24,564 : INFO : EPOCH 6 - PROGRESS: at 89.65% examples, 730955 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:25,564 : INFO : EPOCH 6 - PROGRESS: at 93.96% examples, 730832 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:09:26,577 : INFO : EPOCH 6 - PROGRESS: at 98.32% examples, 730782 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:26,930 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:09:26,932 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:09:26,940 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:09:26,948 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:09:26,949 : INFO : EPOCH - 6 : training on 22088050 raw words (17209064 effective words) took 23.5s, 730997 effective words/s
2020-07-24 22:09:27,952 : INFO : EPOCH 7 - PROGRESS: at 4.25% examples, 709141 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:28,959 : INFO : EPOCH 7 - PROGRESS: at 8.61% examples, 717349 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:29,967 : INFO : EPOCH 7 - PROGRESS: at 12.90% examples, 725075 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:30,984 : INFO : EPOCH 7 - PROGRESS: at 17.31% examples, 723956 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:31,985 : INFO : EPOCH 7 - PROGRESS: at 21.65% examples, 725186 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:32,991 : INFO : EPOCH 7 - PROGRESS: at 25.84% examples, 726587 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:33,994 : INFO : EPOCH 7 - PROGRESS: at 30.01% examples, 726629 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:34,996 : INFO : EPOCH 7 - PROGRESS: at 34.42% examples, 726595 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:36,002 : INFO : EPOCH 7 - PROGRESS: at 38.68% examples, 726683 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:37,014 : INFO : EPOCH 7 - PROGRESS: at 43.34% examples, 726785 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:38,030 : INFO : EPOCH 7 - PROGRESS: at 47.58% examples, 727637 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:39,034 : INFO : EPOCH 7 - PROGRESS: at 51.70% examples, 728848 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:40,041 : INFO : EPOCH 7 - PROGRESS: at 55.97% examples, 727564 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:09:41,043 : INFO : EPOCH 7 - PROGRESS: at 60.12% examples, 727525 words/s, in_qsize 6, out_qsize 1
2020-07-24 22:09:42,046 : INFO : EPOCH 7 - PROGRESS: at 64.30% examples, 729002 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:43,054 : INFO : EPOCH 7 - PROGRESS: at 68.55% examples, 729523 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:44,058 : INFO : EPOCH 7 - PROGRESS: at 72.81% examples, 729871 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:45,073 : INFO : EPOCH 7 - PROGRESS: at 76.85% examples, 730284 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:46,089 : INFO : EPOCH 7 - PROGRESS: at 81.37% examples, 730153 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:47,100 : INFO : EPOCH 7 - PROGRESS: at 85.66% examples, 730316 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:48,101 : INFO : EPOCH 7 - PROGRESS: at 89.69% examples, 731593 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:49,108 : INFO : EPOCH 7 - PROGRESS: at 94.02% examples, 731523 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:50,114 : INFO : EPOCH 7 - PROGRESS: at 98.43% examples, 731988 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:50,440 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:09:50,449 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:09:50,454 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:09:50,457 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:09:50,457 : INFO : EPOCH - 7 : training on 22088050 raw words (17209016 effective words) took 23.5s, 732113 effective words/s
2020-07-24 22:09:51,479 : INFO : EPOCH 8 - PROGRESS: at 4.37% examples, 713851 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:52,483 : INFO : EPOCH 8 - PROGRESS: at 8.79% examples, 726130 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:53,489 : INFO : EPOCH 8 - PROGRESS: at 12.97% examples, 726797 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:54,494 : INFO : EPOCH 8 - PROGRESS: at 17.41% examples, 727508 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:55,510 : INFO : EPOCH 8 - PROGRESS: at 21.79% examples, 727374 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:56,512 : INFO : EPOCH 8 - PROGRESS: at 25.93% examples, 727455 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:57,512 : INFO : EPOCH 8 - PROGRESS: at 30.19% examples, 728870 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:09:58,515 : INFO : EPOCH 8 - PROGRESS: at 34.60% examples, 729808 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:09:59,521 : INFO : EPOCH 8 - PROGRESS: at 38.90% examples, 728866 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:00,523 : INFO : EPOCH 8 - PROGRESS: at 43.47% examples, 729234 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:01,527 : INFO : EPOCH 8 - PROGRESS: at 47.67% examples, 729908 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:02,533 : INFO : EPOCH 8 - PROGRESS: at 51.85% examples, 731304 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:03,538 : INFO : EPOCH 8 - PROGRESS: at 56.15% examples, 731280 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:04,546 : INFO : EPOCH 8 - PROGRESS: at 60.41% examples, 731016 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:05,564 : INFO : EPOCH 8 - PROGRESS: at 64.48% examples, 731407 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:06,578 : INFO : EPOCH 8 - PROGRESS: at 68.78% examples, 731921 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:07,579 : INFO : EPOCH 8 - PROGRESS: at 73.09% examples, 732174 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:08,588 : INFO : EPOCH 8 - PROGRESS: at 77.01% examples, 732387 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:09,596 : INFO : EPOCH 8 - PROGRESS: at 81.53% examples, 732455 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:10,600 : INFO : EPOCH 8 - PROGRESS: at 85.83% examples, 732340 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:11,601 : INFO : EPOCH 8 - PROGRESS: at 89.76% examples, 732808 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:12,608 : INFO : EPOCH 8 - PROGRESS: at 94.18% examples, 733238 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:13,620 : INFO : EPOCH 8 - PROGRESS: at 98.53% examples, 733132 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:13,911 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:10:13,916 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:10:13,923 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:10:13,929 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:10:13,930 : INFO : EPOCH - 8 : training on 22088050 raw words (17213137 effective words) took 23.5s, 733415 effective words/s
2020-07-24 22:10:14,944 : INFO : EPOCH 9 - PROGRESS: at 4.26% examples, 701046 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:15,946 : INFO : EPOCH 9 - PROGRESS: at 8.61% examples, 715928 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:16,949 : INFO : EPOCH 9 - PROGRESS: at 12.73% examples, 717519 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:17,950 : INFO : EPOCH 9 - PROGRESS: at 17.20% examples, 719536 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:18,957 : INFO : EPOCH 9 - PROGRESS: at 21.44% examples, 719825 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:19,959 : INFO : EPOCH 9 - PROGRESS: at 25.36% examples, 714745 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:10:20,967 : INFO : EPOCH 9 - PROGRESS: at 29.44% examples, 713161 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:21,978 : INFO : EPOCH 9 - PROGRESS: at 33.69% examples, 712322 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:22,987 : INFO : EPOCH 9 - PROGRESS: at 37.81% examples, 708950 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:23,989 : INFO : EPOCH 9 - PROGRESS: at 41.52% examples, 700956 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:24,990 : INFO : EPOCH 9 - PROGRESS: at 45.27% examples, 691266 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:25,996 : INFO : EPOCH 9 - PROGRESS: at 49.12% examples, 690161 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:26,996 : INFO : EPOCH 9 - PROGRESS: at 53.07% examples, 693397 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:28,002 : INFO : EPOCH 9 - PROGRESS: at 57.44% examples, 696151 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:29,004 : INFO : EPOCH 9 - PROGRESS: at 61.65% examples, 698446 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:30,005 : INFO : EPOCH 9 - PROGRESS: at 65.84% examples, 700877 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:31,008 : INFO : EPOCH 9 - PROGRESS: at 69.90% examples, 702475 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:32,013 : INFO : EPOCH 9 - PROGRESS: at 74.17% examples, 703771 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:33,025 : INFO : EPOCH 9 - PROGRESS: at 77.84% examples, 703313 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:34,032 : INFO : EPOCH 9 - PROGRESS: at 82.02% examples, 700351 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:35,040 : INFO : EPOCH 9 - PROGRESS: at 85.75% examples, 698072 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:36,044 : INFO : EPOCH 9 - PROGRESS: at 89.37% examples, 697252 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:37,055 : INFO : EPOCH 9 - PROGRESS: at 93.30% examples, 695767 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:38,068 : INFO : EPOCH 9 - PROGRESS: at 97.23% examples, 694433 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:38,725 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:10:38,727 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:10:38,739 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:10:38,744 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:10:38,745 : INFO : EPOCH - 9 : training on 22088050 raw words (17210109 effective words) took 24.8s, 693655 effective words/s
2020-07-24 22:10:39,753 : INFO : EPOCH 10 - PROGRESS: at 3.80% examples, 641549 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:40,757 : INFO : EPOCH 10 - PROGRESS: at 8.00% examples, 653083 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:41,769 : INFO : EPOCH 10 - PROGRESS: at 11.70% examples, 656146 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:42,780 : INFO : EPOCH 10 - PROGRESS: at 15.80% examples, 657072 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:43,790 : INFO : EPOCH 10 - PROGRESS: at 19.63% examples, 659232 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:44,794 : INFO : EPOCH 10 - PROGRESS: at 23.58% examples, 659370 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:45,796 : INFO : EPOCH 10 - PROGRESS: at 27.53% examples, 659165 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:10:46,816 : INFO : EPOCH 10 - PROGRESS: at 31.21% examples, 659732 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:47,822 : INFO : EPOCH 10 - PROGRESS: at 35.40% examples, 659721 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:48,824 : INFO : EPOCH 10 - PROGRESS: at 39.22% examples, 660375 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:49,833 : INFO : EPOCH 10 - PROGRESS: at 43.34% examples, 659691 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:50,840 : INFO : EPOCH 10 - PROGRESS: at 47.20% examples, 660456 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:51,854 : INFO : EPOCH 10 - PROGRESS: at 50.95% examples, 661012 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:52,864 : INFO : EPOCH 10 - PROGRESS: at 54.64% examples, 660885 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:10:53,865 : INFO : EPOCH 10 - PROGRESS: at 58.66% examples, 661000 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:54,869 : INFO : EPOCH 10 - PROGRESS: at 62.50% examples, 661407 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:55,869 : INFO : EPOCH 10 - PROGRESS: at 66.22% examples, 661657 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:56,876 : INFO : EPOCH 10 - PROGRESS: at 69.96% examples, 661991 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:10:57,878 : INFO : EPOCH 10 - PROGRESS: at 73.87% examples, 662284 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:58,883 : INFO : EPOCH 10 - PROGRESS: at 77.38% examples, 663011 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:10:59,886 : INFO : EPOCH 10 - PROGRESS: at 81.47% examples, 662285 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:00,890 : INFO : EPOCH 10 - PROGRESS: at 85.35% examples, 662028 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:11:01,908 : INFO : EPOCH 10 - PROGRESS: at 89.00% examples, 662861 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:02,926 : INFO : EPOCH 10 - PROGRESS: at 92.94% examples, 662895 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:03,932 : INFO : EPOCH 10 - PROGRESS: at 96.89% examples, 662940 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:11:04,677 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:11:04,683 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:11:04,692 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:11:04,696 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:11:04,697 : INFO : EPOCH - 10 : training on 22088050 raw words (17210161 effective words) took 25.9s, 663249 effective words/s
2020-07-24 22:11:05,705 : INFO : EPOCH 11 - PROGRESS: at 3.80% examples, 643042 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:06,709 : INFO : EPOCH 11 - PROGRESS: at 8.00% examples, 653425 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:07,728 : INFO : EPOCH 11 - PROGRESS: at 11.70% examples, 654911 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:08,731 : INFO : EPOCH 11 - PROGRESS: at 15.76% examples, 655818 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:09,732 : INFO : EPOCH 11 - PROGRESS: at 19.50% examples, 655807 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:10,739 : INFO : EPOCH 11 - PROGRESS: at 23.34% examples, 656824 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:11,748 : INFO : EPOCH 11 - PROGRESS: at 27.39% examples, 655939 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:12,755 : INFO : EPOCH 11 - PROGRESS: at 31.07% examples, 657279 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:13,757 : INFO : EPOCH 11 - PROGRESS: at 35.20% examples, 658133 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:14,759 : INFO : EPOCH 11 - PROGRESS: at 39.01% examples, 658737 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:11:15,769 : INFO : EPOCH 11 - PROGRESS: at 43.19% examples, 657818 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:16,778 : INFO : EPOCH 11 - PROGRESS: at 47.01% examples, 659423 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:17,783 : INFO : EPOCH 11 - PROGRESS: at 50.78% examples, 660197 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:18,785 : INFO : EPOCH 11 - PROGRESS: at 54.49% examples, 660566 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:19,802 : INFO : EPOCH 11 - PROGRESS: at 58.51% examples, 659920 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:20,805 : INFO : EPOCH 11 - PROGRESS: at 62.38% examples, 660795 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:21,810 : INFO : EPOCH 11 - PROGRESS: at 66.12% examples, 661013 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:22,817 : INFO : EPOCH 11 - PROGRESS: at 69.86% examples, 661691 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:23,818 : INFO : EPOCH 11 - PROGRESS: at 73.74% examples, 661764 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:24,847 : INFO : EPOCH 11 - PROGRESS: at 77.25% examples, 661648 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:25,849 : INFO : EPOCH 11 - PROGRESS: at 81.47% examples, 662084 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:26,856 : INFO : EPOCH 11 - PROGRESS: at 85.35% examples, 661734 words/s, in_qsize 6, out_qsize 1
2020-07-24 22:11:27,856 : INFO : EPOCH 11 - PROGRESS: at 88.95% examples, 662503 words/s, in_qsize 7, out_qsize 1
2020-07-24 22:11:28,863 : INFO : EPOCH 11 - PROGRESS: at 92.75% examples, 662105 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:29,872 : INFO : EPOCH 11 - PROGRESS: at 96.76% examples, 662442 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:30,654 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:11:30,661 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:11:30,666 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:11:30,674 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:11:30,675 : INFO : EPOCH - 11 : training on 22088050 raw words (17211039 effective words) took 26.0s, 662639 effective words/s
2020-07-24 22:11:31,698 : INFO : EPOCH 12 - PROGRESS: at 3.80% examples, 634759 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:32,724 : INFO : EPOCH 12 - PROGRESS: at 8.04% examples, 645009 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:11:33,731 : INFO : EPOCH 12 - PROGRESS: at 11.81% examples, 654349 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:34,745 : INFO : EPOCH 12 - PROGRESS: at 15.93% examples, 655671 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:35,747 : INFO : EPOCH 12 - PROGRESS: at 19.66% examples, 657693 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:36,754 : INFO : EPOCH 12 - PROGRESS: at 23.70% examples, 659554 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:37,772 : INFO : EPOCH 12 - PROGRESS: at 27.68% examples, 659764 words/s, in_qsize 7, out_qsize 1
2020-07-24 22:11:38,778 : INFO : EPOCH 12 - PROGRESS: at 31.39% examples, 661795 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:39,780 : INFO : EPOCH 12 - PROGRESS: at 35.61% examples, 662632 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:40,785 : INFO : EPOCH 12 - PROGRESS: at 39.49% examples, 662168 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:41,799 : INFO : EPOCH 12 - PROGRESS: at 43.60% examples, 661852 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:42,813 : INFO : EPOCH 12 - PROGRESS: at 47.43% examples, 661954 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:11:43,814 : INFO : EPOCH 12 - PROGRESS: at 51.21% examples, 663671 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:44,816 : INFO : EPOCH 12 - PROGRESS: at 55.02% examples, 663132 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:45,822 : INFO : EPOCH 12 - PROGRESS: at 58.92% examples, 663107 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:46,830 : INFO : EPOCH 12 - PROGRESS: at 62.82% examples, 663303 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:11:47,834 : INFO : EPOCH 12 - PROGRESS: at 66.58% examples, 663879 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:48,836 : INFO : EPOCH 12 - PROGRESS: at 70.30% examples, 664484 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:11:49,846 : INFO : EPOCH 12 - PROGRESS: at 74.24% examples, 664283 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:11:50,853 : INFO : EPOCH 12 - PROGRESS: at 77.76% examples, 665002 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:51,858 : INFO : EPOCH 12 - PROGRESS: at 82.02% examples, 664689 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:52,863 : INFO : EPOCH 12 - PROGRESS: at 85.75% examples, 664200 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:53,869 : INFO : EPOCH 12 - PROGRESS: at 89.37% examples, 664822 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:54,882 : INFO : EPOCH 12 - PROGRESS: at 93.30% examples, 664736 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:55,885 : INFO : EPOCH 12 - PROGRESS: at 97.23% examples, 664955 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:56,532 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:11:56,540 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:11:56,551 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:11:56,558 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:11:56,559 : INFO : EPOCH - 12 : training on 22088050 raw words (17210294 effective words) took 25.9s, 665070 effective words/s
2020-07-24 22:11:57,567 : INFO : EPOCH 13 - PROGRESS: at 3.89% examples, 657548 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:58,574 : INFO : EPOCH 13 - PROGRESS: at 8.04% examples, 655900 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:11:59,583 : INFO : EPOCH 13 - PROGRESS: at 11.81% examples, 661328 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:00,600 : INFO : EPOCH 13 - PROGRESS: at 15.91% examples, 660534 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:01,607 : INFO : EPOCH 13 - PROGRESS: at 19.66% examples, 660857 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:02,611 : INFO : EPOCH 13 - PROGRESS: at 23.70% examples, 662691 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:03,618 : INFO : EPOCH 13 - PROGRESS: at 27.68% examples, 663332 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:04,626 : INFO : EPOCH 13 - PROGRESS: at 31.39% examples, 664848 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:05,627 : INFO : EPOCH 13 - PROGRESS: at 35.62% examples, 665604 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:06,628 : INFO : EPOCH 13 - PROGRESS: at 39.53% examples, 665483 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:07,641 : INFO : EPOCH 13 - PROGRESS: at 43.60% examples, 664391 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:08,648 : INFO : EPOCH 13 - PROGRESS: at 47.46% examples, 665090 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:09,661 : INFO : EPOCH 13 - PROGRESS: at 51.25% examples, 666159 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:10,663 : INFO : EPOCH 13 - PROGRESS: at 55.12% examples, 665726 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:11,680 : INFO : EPOCH 13 - PROGRESS: at 59.00% examples, 665720 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:12,681 : INFO : EPOCH 13 - PROGRESS: at 62.91% examples, 665654 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:13,690 : INFO : EPOCH 13 - PROGRESS: at 66.65% examples, 665977 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:14,693 : INFO : EPOCH 13 - PROGRESS: at 70.41% examples, 666694 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:15,704 : INFO : EPOCH 13 - PROGRESS: at 74.40% examples, 666348 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:16,719 : INFO : EPOCH 13 - PROGRESS: at 78.02% examples, 667046 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:12:17,732 : INFO : EPOCH 13 - PROGRESS: at 82.23% examples, 666773 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:18,732 : INFO : EPOCH 13 - PROGRESS: at 86.00% examples, 666657 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:19,743 : INFO : EPOCH 13 - PROGRESS: at 89.62% examples, 666978 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:20,744 : INFO : EPOCH 13 - PROGRESS: at 93.51% examples, 667038 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:12:21,760 : INFO : EPOCH 13 - PROGRESS: at 97.46% examples, 666874 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:22,341 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:12:22,346 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:12:22,355 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:12:22,359 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:12:22,359 : INFO : EPOCH - 13 : training on 22088050 raw words (17210892 effective words) took 25.8s, 667216 effective words/s
2020-07-24 22:12:23,374 : INFO : EPOCH 14 - PROGRESS: at 3.83% examples, 646149 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:24,378 : INFO : EPOCH 14 - PROGRESS: at 8.05% examples, 655468 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:25,382 : INFO : EPOCH 14 - PROGRESS: at 11.81% examples, 661536 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:26,401 : INFO : EPOCH 14 - PROGRESS: at 15.91% examples, 659194 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:12:27,410 : INFO : EPOCH 14 - PROGRESS: at 19.72% examples, 661861 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:28,427 : INFO : EPOCH 14 - PROGRESS: at 23.74% examples, 662124 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:12:29,459 : INFO : EPOCH 14 - PROGRESS: at 27.86% examples, 663432 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:12:30,471 : INFO : EPOCH 14 - PROGRESS: at 31.62% examples, 664966 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:31,483 : INFO : EPOCH 14 - PROGRESS: at 35.72% examples, 664029 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:32,499 : INFO : EPOCH 14 - PROGRESS: at 39.71% examples, 664086 words/s, in_qsize 8, out_qsize 1
2020-07-24 22:12:33,502 : INFO : EPOCH 14 - PROGRESS: at 43.91% examples, 664600 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:34,504 : INFO : EPOCH 14 - PROGRESS: at 47.67% examples, 665363 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:35,513 : INFO : EPOCH 14 - PROGRESS: at 51.44% examples, 665823 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:36,515 : INFO : EPOCH 14 - PROGRESS: at 55.36% examples, 665810 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:37,527 : INFO : EPOCH 14 - PROGRESS: at 59.14% examples, 665337 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:38,535 : INFO : EPOCH 14 - PROGRESS: at 63.03% examples, 665033 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:39,535 : INFO : EPOCH 14 - PROGRESS: at 66.82% examples, 665590 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:40,547 : INFO : EPOCH 14 - PROGRESS: at 70.60% examples, 666275 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:41,548 : INFO : EPOCH 14 - PROGRESS: at 74.55% examples, 666256 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:42,551 : INFO : EPOCH 14 - PROGRESS: at 78.10% examples, 666978 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:12:43,551 : INFO : EPOCH 14 - PROGRESS: at 82.28% examples, 666438 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:44,556 : INFO : EPOCH 14 - PROGRESS: at 86.08% examples, 666427 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:45,558 : INFO : EPOCH 14 - PROGRESS: at 89.65% examples, 666837 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:46,572 : INFO : EPOCH 14 - PROGRESS: at 93.63% examples, 666848 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:12:47,602 : INFO : EPOCH 14 - PROGRESS: at 97.59% examples, 666654 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:48,137 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:12:48,146 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:12:48,158 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:12:48,159 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:12:48,159 : INFO : EPOCH - 14 : training on 22088050 raw words (17210561 effective words) took 25.8s, 667199 effective words/s
2020-07-24 22:12:49,175 : INFO : EPOCH 15 - PROGRESS: at 3.80% examples, 637600 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:50,182 : INFO : EPOCH 15 - PROGRESS: at 8.04% examples, 652790 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:51,183 : INFO : EPOCH 15 - PROGRESS: at 11.74% examples, 658738 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:52,184 : INFO : EPOCH 15 - PROGRESS: at 15.84% examples, 658984 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:53,190 : INFO : EPOCH 15 - PROGRESS: at 19.66% examples, 662804 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:54,193 : INFO : EPOCH 15 - PROGRESS: at 23.58% examples, 661287 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:55,198 : INFO : EPOCH 15 - PROGRESS: at 27.61% examples, 662682 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:56,203 : INFO : EPOCH 15 - PROGRESS: at 31.31% examples, 664643 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:57,214 : INFO : EPOCH 15 - PROGRESS: at 35.49% examples, 664031 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:58,219 : INFO : EPOCH 15 - PROGRESS: at 39.34% examples, 663848 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:12:59,224 : INFO : EPOCH 15 - PROGRESS: at 43.50% examples, 663958 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:00,227 : INFO : EPOCH 15 - PROGRESS: at 47.14% examples, 661155 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:01,237 : INFO : EPOCH 15 - PROGRESS: at 50.70% examples, 659374 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:02,257 : INFO : EPOCH 15 - PROGRESS: at 54.25% examples, 657331 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:03,268 : INFO : EPOCH 15 - PROGRESS: at 58.12% examples, 655770 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:04,282 : INFO : EPOCH 15 - PROGRESS: at 61.42% examples, 650670 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:05,284 : INFO : EPOCH 15 - PROGRESS: at 64.81% examples, 648587 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:06,295 : INFO : EPOCH 15 - PROGRESS: at 69.11% examples, 653342 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:07,307 : INFO : EPOCH 15 - PROGRESS: at 73.37% examples, 657582 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:08,334 : INFO : EPOCH 15 - PROGRESS: at 77.41% examples, 662269 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:09,334 : INFO : EPOCH 15 - PROGRESS: at 82.14% examples, 665923 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:10,350 : INFO : EPOCH 15 - PROGRESS: at 86.30% examples, 668827 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:11,351 : INFO : EPOCH 15 - PROGRESS: at 90.36% examples, 672584 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:12,354 : INFO : EPOCH 15 - PROGRESS: at 94.72% examples, 675189 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:13,355 : INFO : EPOCH 15 - PROGRESS: at 99.12% examples, 677829 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:13,519 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:13:13,521 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:13:13,526 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:13:13,538 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:13:13,539 : INFO : EPOCH - 15 : training on 22088050 raw words (17211031 effective words) took 25.4s, 678242 effective words/s
2020-07-24 22:13:14,546 : INFO : EPOCH 16 - PROGRESS: at 4.34% examples, 721074 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:15,549 : INFO : EPOCH 16 - PROGRESS: at 8.63% examples, 722032 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:16,574 : INFO : EPOCH 16 - PROGRESS: at 12.96% examples, 724008 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:13:17,586 : INFO : EPOCH 16 - PROGRESS: at 17.41% examples, 725924 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:18,600 : INFO : EPOCH 16 - PROGRESS: at 21.79% examples, 726277 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:19,614 : INFO : EPOCH 16 - PROGRESS: at 26.06% examples, 728776 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:13:20,615 : INFO : EPOCH 16 - PROGRESS: at 30.36% examples, 731818 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:21,634 : INFO : EPOCH 16 - PROGRESS: at 34.85% examples, 730159 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:22,641 : INFO : EPOCH 16 - PROGRESS: at 39.10% examples, 729849 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:23,644 : INFO : EPOCH 16 - PROGRESS: at 43.75% examples, 730767 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:13:24,645 : INFO : EPOCH 16 - PROGRESS: at 47.83% examples, 730964 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:25,651 : INFO : EPOCH 16 - PROGRESS: at 52.04% examples, 731771 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:26,652 : INFO : EPOCH 16 - PROGRESS: at 56.28% examples, 732001 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:27,652 : INFO : EPOCH 16 - PROGRESS: at 60.55% examples, 731657 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:28,675 : INFO : EPOCH 16 - PROGRESS: at 64.63% examples, 731975 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:29,685 : INFO : EPOCH 16 - PROGRESS: at 68.99% examples, 732638 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:30,691 : INFO : EPOCH 16 - PROGRESS: at 73.34% examples, 733050 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:13:31,693 : INFO : EPOCH 16 - PROGRESS: at 77.20% examples, 733686 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:32,704 : INFO : EPOCH 16 - PROGRESS: at 81.78% examples, 732941 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:33,705 : INFO : EPOCH 16 - PROGRESS: at 86.04% examples, 733234 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:34,708 : INFO : EPOCH 16 - PROGRESS: at 90.04% examples, 734445 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:35,711 : INFO : EPOCH 16 - PROGRESS: at 94.44% examples, 734368 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:36,716 : INFO : EPOCH 16 - PROGRESS: at 98.79% examples, 734617 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:36,949 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:13:36,958 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:13:36,969 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:13:36,974 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:13:36,975 : INFO : EPOCH - 16 : training on 22088050 raw words (17211000 effective words) took 23.4s, 734570 effective words/s
2020-07-24 22:13:37,980 : INFO : EPOCH 17 - PROGRESS: at 4.34% examples, 720760 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:38,984 : INFO : EPOCH 17 - PROGRESS: at 8.66% examples, 725335 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:39,986 : INFO : EPOCH 17 - PROGRESS: at 12.97% examples, 731856 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:40,995 : INFO : EPOCH 17 - PROGRESS: at 17.49% examples, 733439 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:42,002 : INFO : EPOCH 17 - PROGRESS: at 21.80% examples, 731287 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:43,006 : INFO : EPOCH 17 - PROGRESS: at 26.02% examples, 732794 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:44,013 : INFO : EPOCH 17 - PROGRESS: at 30.26% examples, 733388 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:45,029 : INFO : EPOCH 17 - PROGRESS: at 34.85% examples, 733674 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:46,037 : INFO : EPOCH 17 - PROGRESS: at 39.10% examples, 732896 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:13:47,049 : INFO : EPOCH 17 - PROGRESS: at 43.75% examples, 732841 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:48,069 : INFO : EPOCH 17 - PROGRESS: at 47.94% examples, 732937 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:49,076 : INFO : EPOCH 17 - PROGRESS: at 52.10% examples, 733348 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:50,081 : INFO : EPOCH 17 - PROGRESS: at 56.38% examples, 733583 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:51,084 : INFO : EPOCH 17 - PROGRESS: at 60.69% examples, 733767 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:52,087 : INFO : EPOCH 17 - PROGRESS: at 64.71% examples, 733945 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:53,092 : INFO : EPOCH 17 - PROGRESS: at 68.97% examples, 733811 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:13:54,093 : INFO : EPOCH 17 - PROGRESS: at 73.31% examples, 734018 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:13:55,108 : INFO : EPOCH 17 - PROGRESS: at 77.22% examples, 734848 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:56,108 : INFO : EPOCH 17 - PROGRESS: at 81.84% examples, 734432 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:57,112 : INFO : EPOCH 17 - PROGRESS: at 86.04% examples, 734178 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:13:58,112 : INFO : EPOCH 17 - PROGRESS: at 90.02% examples, 735060 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:13:59,115 : INFO : EPOCH 17 - PROGRESS: at 94.39% examples, 734989 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:00,119 : INFO : EPOCH 17 - PROGRESS: at 98.74% examples, 735193 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:00,360 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:14:00,364 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:14:00,376 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:14:00,384 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:14:00,385 : INFO : EPOCH - 17 : training on 22088050 raw words (17209697 effective words) took 23.4s, 735271 effective words/s
2020-07-24 22:14:01,393 : INFO : EPOCH 18 - PROGRESS: at 4.31% examples, 712563 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:02,398 : INFO : EPOCH 18 - PROGRESS: at 8.66% examples, 724263 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:03,404 : INFO : EPOCH 18 - PROGRESS: at 12.96% examples, 727702 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:04,411 : INFO : EPOCH 18 - PROGRESS: at 17.47% examples, 731297 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:05,418 : INFO : EPOCH 18 - PROGRESS: at 21.79% examples, 730233 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:06,419 : INFO : EPOCH 18 - PROGRESS: at 25.97% examples, 731302 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:07,424 : INFO : EPOCH 18 - PROGRESS: at 30.22% examples, 732365 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:08,425 : INFO : EPOCH 18 - PROGRESS: at 34.85% examples, 735115 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:09,438 : INFO : EPOCH 18 - PROGRESS: at 39.10% examples, 733792 words/s, in_qsize 6, out_qsize 1
2020-07-24 22:14:10,450 : INFO : EPOCH 18 - PROGRESS: at 43.75% examples, 733691 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:14:11,473 : INFO : EPOCH 18 - PROGRESS: at 47.94% examples, 733511 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:12,477 : INFO : EPOCH 18 - PROGRESS: at 52.17% examples, 735146 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:14:13,487 : INFO : EPOCH 18 - PROGRESS: at 56.41% examples, 734542 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:14,499 : INFO : EPOCH 18 - PROGRESS: at 60.78% examples, 734547 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:15,502 : INFO : EPOCH 18 - PROGRESS: at 64.81% examples, 734828 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:16,507 : INFO : EPOCH 18 - PROGRESS: at 69.14% examples, 735489 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:17,523 : INFO : EPOCH 18 - PROGRESS: at 73.41% examples, 735730 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:18,539 : INFO : EPOCH 18 - PROGRESS: at 77.41% examples, 735968 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:19,546 : INFO : EPOCH 18 - PROGRESS: at 82.06% examples, 735131 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:20,559 : INFO : EPOCH 18 - PROGRESS: at 86.30% examples, 735654 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:21,567 : INFO : EPOCH 18 - PROGRESS: at 90.36% examples, 736361 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:22,570 : INFO : EPOCH 18 - PROGRESS: at 94.72% examples, 736330 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:23,574 : INFO : EPOCH 18 - PROGRESS: at 99.15% examples, 736769 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:23,730 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:14:23,741 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:14:23,749 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:14:23,757 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:14:23,758 : INFO : EPOCH - 18 : training on 22088050 raw words (17209650 effective words) took 23.4s, 736442 effective words/s
2020-07-24 22:14:24,763 : INFO : EPOCH 19 - PROGRESS: at 4.27% examples, 714583 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:25,775 : INFO : EPOCH 19 - PROGRESS: at 8.63% examples, 718037 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:26,790 : INFO : EPOCH 19 - PROGRESS: at 12.96% examples, 723936 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:27,800 : INFO : EPOCH 19 - PROGRESS: at 17.47% examples, 727882 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:28,802 : INFO : EPOCH 19 - PROGRESS: at 21.82% examples, 729562 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:29,806 : INFO : EPOCH 19 - PROGRESS: at 26.02% examples, 730541 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:14:30,809 : INFO : EPOCH 19 - PROGRESS: at 30.22% examples, 730837 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:14:31,812 : INFO : EPOCH 19 - PROGRESS: at 34.65% examples, 730793 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:32,812 : INFO : EPOCH 19 - PROGRESS: at 38.96% examples, 731871 words/s, in_qsize 7, out_qsize 1
2020-07-24 22:14:33,820 : INFO : EPOCH 19 - PROGRESS: at 43.60% examples, 731390 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:34,823 : INFO : EPOCH 19 - PROGRESS: at 47.78% examples, 732619 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:35,833 : INFO : EPOCH 19 - PROGRESS: at 52.04% examples, 733739 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:36,838 : INFO : EPOCH 19 - PROGRESS: at 56.32% examples, 733728 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:37,841 : INFO : EPOCH 19 - PROGRESS: at 60.69% examples, 734984 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:38,852 : INFO : EPOCH 19 - PROGRESS: at 64.81% examples, 735672 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:14:39,864 : INFO : EPOCH 19 - PROGRESS: at 69.14% examples, 735975 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:40,877 : INFO : EPOCH 19 - PROGRESS: at 73.41% examples, 736370 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:41,895 : INFO : EPOCH 19 - PROGRESS: at 77.41% examples, 736512 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:42,899 : INFO : EPOCH 19 - PROGRESS: at 82.14% examples, 736522 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:43,909 : INFO : EPOCH 19 - PROGRESS: at 86.30% examples, 736376 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:44,918 : INFO : EPOCH 19 - PROGRESS: at 90.39% examples, 737337 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:14:45,923 : INFO : EPOCH 19 - PROGRESS: at 94.73% examples, 737206 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:46,924 : INFO : EPOCH 19 - PROGRESS: at 99.15% examples, 737353 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:14:47,081 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:14:47,086 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:14:47,092 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:14:47,098 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:14:47,099 : INFO : EPOCH - 19 : training on 22088050 raw words (17208130 effective words) took 23.3s, 737312 effective words/s
2020-07-24 22:14:48,126 : INFO : EPOCH 20 - PROGRESS: at 4.37% examples, 710606 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:49,135 : INFO : EPOCH 20 - PROGRESS: at 8.79% examples, 722556 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:50,140 : INFO : EPOCH 20 - PROGRESS: at 13.06% examples, 730131 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:51,141 : INFO : EPOCH 20 - PROGRESS: at 17.55% examples, 731436 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:52,146 : INFO : EPOCH 20 - PROGRESS: at 21.91% examples, 732982 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:14:53,154 : INFO : EPOCH 20 - PROGRESS: at 26.17% examples, 733749 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:14:54,159 : INFO : EPOCH 20 - PROGRESS: at 30.44% examples, 735315 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:55,160 : INFO : EPOCH 20 - PROGRESS: at 35.01% examples, 736115 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:56,161 : INFO : EPOCH 20 - PROGRESS: at 39.28% examples, 735595 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:57,162 : INFO : EPOCH 20 - PROGRESS: at 43.79% examples, 734674 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:14:58,176 : INFO : EPOCH 20 - PROGRESS: at 48.00% examples, 734967 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:14:59,176 : INFO : EPOCH 20 - PROGRESS: at 51.98% examples, 732706 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:15:00,194 : INFO : EPOCH 20 - PROGRESS: at 55.89% examples, 726950 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:15:01,196 : INFO : EPOCH 20 - PROGRESS: at 59.88% examples, 723518 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:15:02,218 : INFO : EPOCH 20 - PROGRESS: at 63.70% examples, 719492 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:15:03,227 : INFO : EPOCH 20 - PROGRESS: at 67.41% examples, 717019 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:15:04,229 : INFO : EPOCH 20 - PROGRESS: at 71.26% examples, 714323 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:15:05,238 : INFO : EPOCH 20 - PROGRESS: at 75.07% examples, 711875 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:15:06,240 : INFO : EPOCH 20 - PROGRESS: at 78.78% examples, 709876 words/s, in_qsize 8, out_qsize 0
2020-07-24 22:15:07,242 : INFO : EPOCH 20 - PROGRESS: at 83.04% examples, 707407 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:15:08,261 : INFO : EPOCH 20 - PROGRESS: at 86.69% examples, 705446 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:15:09,265 : INFO : EPOCH 20 - PROGRESS: at 90.44% examples, 704260 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:15:10,265 : INFO : EPOCH 20 - PROGRESS: at 94.48% examples, 703122 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:15:11,282 : INFO : EPOCH 20 - PROGRESS: at 98.49% examples, 701820 words/s, in_qsize 7, out_qsize 0
2020-07-24 22:15:11,617 : INFO : worker thread finished; awaiting finish of 3 more threads
2020-07-24 22:15:11,618 : INFO : worker thread finished; awaiting finish of 2 more threads
2020-07-24 22:15:11,628 : INFO : worker thread finished; awaiting finish of 1 more threads
2020-07-24 22:15:11,639 : INFO : worker thread finished; awaiting finish of 0 more threads
2020-07-24 22:15:11,640 : INFO : EPOCH - 20 : training on 22088050 raw words (17210105 effective words) took 24.5s, 701397 effective words/s
2020-07-24 22:15:11,641 : INFO : training on a 441761000 raw words (344206466 effective words) took 487.0s, 706765 effective words/s
2020-07-24 22:15:11,642 : INFO : saving Doc2Vec object under test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[15]-1595628911.642135].model, separately None
2020-07-24 22:15:11,642 : INFO : storing np array 'syn1neg' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[15]-1595628911.642135].model.trainables.syn1neg.npy
2020-07-24 22:15:12,372 : INFO : storing np array 'vectors' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[15]-1595628911.642135].model.wv.vectors.npy
2020-07-24 22:15:13,071 : INFO : storing np array 'vectors_docs' to test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[15]-1595628911.642135].model.docvecs.vectors_docs.npy
2020-07-24 22:15:15,060 : INFO : saved test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[15]-1595628911.642135].model
2020-07-24 22:15:15,061 : INFO : Saving in...test_data/models/[doc2vec-Java-Py-Wiki-PVDBOW-500-20E-32k[15]-1595628911.642135].model

#Conventional Preprocessing
checkpoint = 0;
for ex in tfds.as_numpy(ds):
    more_sentences = [ sp_bpe.encode_as_pieces( doc.decode("utf-8") ) for doc in ex['text']] #change this for conventional 
    train_corpus = [gensim.models.doc2vec.TaggedDocument(i[1], [i[0]]) for i in enumerate(more_sentences)]
    #print (ex)
    paragraph_model.build_vocab(train_corpus, update=True)
    paragraph_model.train(train_corpus, total_examples=paragraph_model.corpus_count, epochs=paragraph_model.iter)
    SaveModel(paragraph_model,  params=params, model_type='doc2vec', description='Py-Java-Wiki-PVDBOW-500-20E-8k['+str(checkpoint)+']')
    checkpoint = checkpoint + 1

2020-07-12 17:22:16,372 : INFO : collecting all words and their counts
2020-07-12 17:22:16,373 : INFO : PROGRESS: at example #0, processed 0 words (0/s), 0 word types, 454451 tags
2020-07-12 17:22:17,863 : INFO : PROGRESS: at example #10000, processed 7919760 words (5319760/s), 10000 word types, 454451 tags
2020-07-12 17:22:19,425 : INFO : PROGRESS: at example #20000, processed 15935239 words (5134996/s), 11393 word types, 454451 tags
2020-07-12 17:22:20,977 : INFO : PROGRESS: at example #30000, processed 23877054 words (5119520/s), 12645 word types, 454451 tags
2020-07-12 17:22:22,545 : INFO : PROGRESS: at example #40000, processed 31909557 words (5127634/s), 14060 word types, 454451 tags
2020-07-12 17:22:24,090 : INFO : PROGRESS: at example #50000, processed 39830076 words (5127905/s), 15444 word types, 454451 tags
2020-07-12 17:22:25,590 : INFO : PROGRESS: at example #60000, processed 47513942 words (5125769/s), 17084 word types, 454451 tags
2020-07-12 17:22:27,111 : INFO : PROGRESS: at example #70000, processed 55281520 words (5110608/s), 18314 word types, 454451 tags
2020-07-12 17:22:28,663 : INFO : PROGRESS: at example #80000, processed 63212557 words (5115274/s), 19770 word types, 454451 tags
2020-07-12 17:22:30,220 : INFO : PROGRESS: at example #90000, processed 71171855 words (5114167/s), 21031 word types, 454451 tags
2020-07-12 17:22:31,774 : INFO : PROGRESS: at example #100000, processed 79108449 words (5109948/s), 22556 word types, 454451 tags
2020-07-12 17:22:33,320 : INFO : PROGRESS: at example #110000, processed 86964684 words (5083281/s), 23645 word types, 454451 tags
2020-07-12 17:22:34,872 : INFO : PROGRESS: at example #120000, processed 94804382 words (5056761/s), 24701 word types, 454451 tags
2020-07-12 17:22:36,463 : INFO : PROGRESS: at example #130000, processed 102877991 words (5076216/s), 26389 word types, 454451 tags
2020-07-12 17:22:38,008 : INFO : PROGRESS: at example #140000, processed 110698687 words (5066736/s), 28103 word types, 454451 tags
2020-07-12 17:22:39,602 : INFO : PROGRESS: at example #150000, processed 118781600 words (5072933/s), 30133 word types, 454451 tags
2020-07-12 17:22:41,186 : INFO : PROGRESS: at example #160000, processed 126816391 words (5075430/s), 31778 word types, 454451 tags
2020-07-12 17:22:42,780 : INFO : PROGRESS: at example #170000, processed 134888942 words (5068890/s), 33161 word types, 454451 tags
2020-07-12 17:22:44,316 : INFO : PROGRESS: at example #180000, processed 142663862 words (5063671/s), 34844 word types, 454451 tags
2020-07-12 17:22:45,931 : INFO : PROGRESS: at example #190000, processed 150854948 words (5072025/s), 36029 word types, 454451 tags
2020-07-12 17:22:47,441 : INFO : PROGRESS: at example #200000, processed 158461225 words (5042993/s), 37502 word types, 454451 tags
2020-07-12 17:22:48,988 : INFO : PROGRESS: at example #210000, processed 166296727 words (5067023/s), 38933 word types, 454451 tags
2020-07-12 17:22:50,610 : INFO : PROGRESS: at example #220000, processed 174516001 words (5072362/s), 40365 word types, 454451 tags
2020-07-12 17:22:52,172 : INFO : PROGRESS: at example #230000, processed 182401896 words (5051179/s), 41542 word types, 454451 tags
2020-07-12 17:22:53,700 : INFO : PROGRESS: at example #240000, processed 190095750 words (5038303/s), 44011 word types, 454451 tags
2020-07-12 17:22:55,241 : INFO : PROGRESS: at example #250000, processed 197834998 words (5025897/s), 45128 word types, 454451 tags
2020-07-12 17:22:56,817 : INFO : PROGRESS: at example #260000, processed 205783880 words (5044934/s), 46414 word types, 454451 tags
2020-07-12 17:22:58,330 : INFO : PROGRESS: at example #270000, processed 213402626 words (5038842/s), 48466 word types, 454451 tags
2020-07-12 17:22:59,847 : INFO : PROGRESS: at example #280000, processed 221030595 words (5032341/s), 50054 word types, 454451 tags
2020-07-12 17:23:01,401 : INFO : PROGRESS: at example #290000, processed 228827321 words (5022059/s), 51168 word types, 454451 tags
2020-07-12 17:23:02,982 : INFO : PROGRESS: at example #300000, processed 236768352 words (5026088/s), 52548 word types, 454451 tags
2020-07-12 17:23:04,562 : INFO : PROGRESS: at example #310000, processed 244724400 words (5037780/s), 54122 word types, 454451 tags
2020-07-12 17:23:06,118 : INFO : PROGRESS: at example #320000, processed 252547246 words (5030705/s), 55324 word types, 454451 tags
2020-07-12 17:23:07,721 : INFO : PROGRESS: at example #330000, processed 260606953 words (5030795/s), 56518 word types, 454451 tags
2020-07-12 17:23:09,304 : INFO : PROGRESS: at example #340000, processed 268571215 words (5035153/s), 57547 word types, 454451 tags
2020-07-12 17:23:10,883 : INFO : PROGRESS: at example #350000, processed 276514517 words (5033737/s), 58894 word types, 454451 tags
2020-07-12 17:23:12,419 : INFO : PROGRESS: at example #360000, processed 284247567 words (5037366/s), 60684 word types, 454451 tags
2020-07-12 17:23:14,003 : INFO : PROGRESS: at example #370000, processed 292250213 words (5056803/s), 61623 word types, 454451 tags
2020-07-12 17:23:15,593 : INFO : PROGRESS: at example #380000, processed 300263824 words (5040741/s), 62948 word types, 454451 tags
2020-07-12 17:23:17,137 : INFO : PROGRESS: at example #390000, processed 308047863 words (5046807/s), 64173 word types, 454451 tags
2020-07-12 17:23:18,691 : INFO : PROGRESS: at example #400000, processed 315874390 words (5037652/s), 65685 word types, 454451 tags
2020-07-12 17:23:20,220 : INFO : PROGRESS: at example #410000, processed 323557705 words (5029041/s), 67065 word types, 454451 tags
2020-07-12 17:23:21,801 : INFO : PROGRESS: at example #420000, processed 331529867 words (5045474/s), 68413 word types, 454451 tags
2020-07-12 17:23:23,406 : INFO : PROGRESS: at example #430000, processed 339610045 words (5037333/s), 69683 word types, 454451 tags
2020-07-12 17:23:24,999 : INFO : PROGRESS: at example #440000, processed 347614543 words (5029174/s), 70836 word types, 454451 tags
2020-07-12 17:23:26,586 : INFO : PROGRESS: at example #450000, processed 355551696 words (5004414/s), 72427 word types, 454451 tags
2020-07-12 17:23:28,167 : INFO : PROGRESS: at example #460000, processed 363520942 words (5042605/s), 73705 word types, 460000 tags
2020-07-12 17:23:29,713 : INFO : PROGRESS: at example #470000, processed 371329628 words (5056107/s), 75018 word types, 470000 tags
2020-07-12 17:23:31,290 : INFO : PROGRESS: at example #480000, processed 379266476 words (5036453/s), 76435 word types, 480000 tags
2020-07-12 17:23:32,842 : INFO : PROGRESS: at example #490000, processed 387073776 words (5032523/s), 78636 word types, 490000 tags
2020-07-12 17:23:34,401 : INFO : collected 79816 word types and 500000 unique tags from a corpus of 500000 examples and 394927796 words
2020-07-12 17:23:34,402 : INFO : Updating model with new vocabulary
2020-07-12 17:23:34,553 : INFO : New added 79816 unique words (50% of original 159632) and increased the count of 79816 pre-existing words (50% of original 159632)
2020-07-12 17:23:35,024 : INFO : deleting the raw counts dictionary of 79816 items
2020-07-12 17:23:35,028 : INFO : sample=0.001 downsamples 70 most-common words
2020-07-12 17:23:35,028 : INFO : downsampling leaves estimated 648626148 word corpus (164.2% of prior 394927796)
2020-07-12 17:23:35,196 : INFO : estimated required memory for 159632 words and 500 dimensions: 1718344000 bytes
2020-07-12 17:23:35,197 : INFO : updating layer weights
/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:7: DeprecationWarning: Call to deprecated `iter` (Attribute will be removed in 4.0.0, use self.epochs instead).
  import sys
2020-07-12 17:23:49,633 : WARNING : Effective 'alpha' higher than previous training cycles
2020-07-12 17:23:49,634 : INFO : training model with 4 workers on 107283 vocabulary and 500 features, using sg=0 hs=0 sample=0.001 negative=5 window=5
2020-07-12 17:23:50,644 : INFO : EPOCH 1 - PROGRESS: at 0.28% examples, 805726 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:23:51,648 : INFO : EPOCH 1 - PROGRESS: at 0.56% examples, 837996 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:23:52,649 : INFO : EPOCH 1 - PROGRESS: at 0.82% examples, 850277 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:23:53,653 : INFO : EPOCH 1 - PROGRESS: at 1.08% examples, 855870 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:23:54,661 : INFO : EPOCH 1 - PROGRESS: at 1.36% examples, 858465 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:23:55,661 : INFO : EPOCH 1 - PROGRESS: at 1.63% examples, 859557 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:23:56,671 : INFO : EPOCH 1 - PROGRESS: at 1.89% examples, 859325 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:23:57,673 : INFO : EPOCH 1 - PROGRESS: at 2.17% examples, 860698 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:23:58,676 : INFO : EPOCH 1 - PROGRESS: at 2.44% examples, 861394 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:23:59,684 : INFO : EPOCH 1 - PROGRESS: at 2.70% examples, 861978 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:00,685 : INFO : EPOCH 1 - PROGRESS: at 2.98% examples, 862507 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:01,693 : INFO : EPOCH 1 - PROGRESS: at 3.25% examples, 862623 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:02,696 : INFO : EPOCH 1 - PROGRESS: at 3.51% examples, 863070 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:03,703 : INFO : EPOCH 1 - PROGRESS: at 3.78% examples, 863552 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:04,712 : INFO : EPOCH 1 - PROGRESS: at 4.05% examples, 864368 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:05,717 : INFO : EPOCH 1 - PROGRESS: at 4.31% examples, 864761 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:06,722 : INFO : EPOCH 1 - PROGRESS: at 4.60% examples, 865027 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:07,741 : INFO : EPOCH 1 - PROGRESS: at 4.87% examples, 864707 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:08,741 : INFO : EPOCH 1 - PROGRESS: at 5.15% examples, 864734 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:09,745 : INFO : EPOCH 1 - PROGRESS: at 5.40% examples, 865086 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:10,745 : INFO : EPOCH 1 - PROGRESS: at 5.68% examples, 865098 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:11,746 : INFO : EPOCH 1 - PROGRESS: at 5.96% examples, 865200 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:12,752 : INFO : EPOCH 1 - PROGRESS: at 6.23% examples, 864978 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:13,754 : INFO : EPOCH 1 - PROGRESS: at 6.49% examples, 865683 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:14,760 : INFO : EPOCH 1 - PROGRESS: at 6.76% examples, 866257 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:15,773 : INFO : EPOCH 1 - PROGRESS: at 7.05% examples, 866095 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:16,779 : INFO : EPOCH 1 - PROGRESS: at 7.32% examples, 866412 words/s, in_qsize 8, out_qsize 0
2020-07-12 17:24:17,781 : INFO : EPOCH 1 - PROGRESS: at 7.60% examples, 866515 words/s, in_qsize 8, out_qsize 0
2020-07-12 17:24:18,789 : INFO : EPOCH 1 - PROGRESS: at 7.86% examples, 867102 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:19,801 : INFO : EPOCH 1 - PROGRESS: at 8.15% examples, 866678 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:20,803 : INFO : EPOCH 1 - PROGRESS: at 8.42% examples, 866808 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:21,809 : INFO : EPOCH 1 - PROGRESS: at 8.71% examples, 866734 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:22,812 : INFO : EPOCH 1 - PROGRESS: at 8.97% examples, 867122 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:23,816 : INFO : EPOCH 1 - PROGRESS: at 9.24% examples, 867235 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:24,822 : INFO : EPOCH 1 - PROGRESS: at 9.52% examples, 867011 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:25,826 : INFO : EPOCH 1 - PROGRESS: at 9.81% examples, 866745 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:26,835 : INFO : EPOCH 1 - PROGRESS: at 10.07% examples, 866887 words/s, in_qsize 8, out_qsize 0
2020-07-12 17:24:27,848 : INFO : EPOCH 1 - PROGRESS: at 10.36% examples, 866399 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:28,865 : INFO : EPOCH 1 - PROGRESS: at 10.66% examples, 866055 words/s, in_qsize 8, out_qsize 0
2020-07-12 17:24:29,867 : INFO : EPOCH 1 - PROGRESS: at 10.93% examples, 866173 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:30,869 : INFO : EPOCH 1 - PROGRESS: at 11.19% examples, 866325 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:31,881 : INFO : EPOCH 1 - PROGRESS: at 11.48% examples, 866258 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:32,902 : INFO : EPOCH 1 - PROGRESS: at 11.77% examples, 866092 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:33,908 : INFO : EPOCH 1 - PROGRESS: at 12.05% examples, 866152 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:34,911 : INFO : EPOCH 1 - PROGRESS: at 12.34% examples, 866020 words/s, in_qsize 8, out_qsize 0
2020-07-12 17:24:35,922 : INFO : EPOCH 1 - PROGRESS: at 12.62% examples, 866002 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:36,930 : INFO : EPOCH 1 - PROGRESS: at 12.91% examples, 865838 words/s, in_qsize 8, out_qsize 0
2020-07-12 17:24:37,931 : INFO : EPOCH 1 - PROGRESS: at 13.19% examples, 865598 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:38,932 : INFO : EPOCH 1 - PROGRESS: at 13.46% examples, 865787 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:39,936 : INFO : EPOCH 1 - PROGRESS: at 13.72% examples, 865456 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:40,937 : INFO : EPOCH 1 - PROGRESS: at 13.99% examples, 865537 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:41,948 : INFO : EPOCH 1 - PROGRESS: at 14.27% examples, 865727 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:42,954 : INFO : EPOCH 1 - PROGRESS: at 14.55% examples, 865573 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:43,958 : INFO : EPOCH 1 - PROGRESS: at 14.82% examples, 865695 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:44,971 : INFO : EPOCH 1 - PROGRESS: at 15.09% examples, 865580 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:45,979 : INFO : EPOCH 1 - PROGRESS: at 15.35% examples, 865511 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:46,983 : INFO : EPOCH 1 - PROGRESS: at 15.62% examples, 865542 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:47,992 : INFO : EPOCH 1 - PROGRESS: at 15.90% examples, 865606 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:49,005 : INFO : EPOCH 1 - PROGRESS: at 16.18% examples, 865437 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:50,008 : INFO : EPOCH 1 - PROGRESS: at 16.45% examples, 865343 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:51,008 : INFO : EPOCH 1 - PROGRESS: at 16.73% examples, 865199 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:52,013 : INFO : EPOCH 1 - PROGRESS: at 17.01% examples, 865173 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:53,017 : INFO : EPOCH 1 - PROGRESS: at 17.29% examples, 865125 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:54,031 : INFO : EPOCH 1 - PROGRESS: at 17.56% examples, 864924 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:55,035 : INFO : EPOCH 1 - PROGRESS: at 17.84% examples, 864839 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:56,045 : INFO : EPOCH 1 - PROGRESS: at 18.09% examples, 864915 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:57,047 : INFO : EPOCH 1 - PROGRESS: at 18.38% examples, 864789 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:58,059 : INFO : EPOCH 1 - PROGRESS: at 18.65% examples, 864668 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:24:59,061 : INFO : EPOCH 1 - PROGRESS: at 18.93% examples, 864866 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:00,082 : INFO : EPOCH 1 - PROGRESS: at 19.22% examples, 864605 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:01,089 : INFO : EPOCH 1 - PROGRESS: at 19.49% examples, 864678 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:02,094 : INFO : EPOCH 1 - PROGRESS: at 19.76% examples, 864820 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:03,101 : INFO : EPOCH 1 - PROGRESS: at 20.02% examples, 864693 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:04,106 : INFO : EPOCH 1 - PROGRESS: at 20.30% examples, 864673 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:05,126 : INFO : EPOCH 1 - PROGRESS: at 20.56% examples, 864583 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:06,137 : INFO : EPOCH 1 - PROGRESS: at 20.83% examples, 864572 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:07,139 : INFO : EPOCH 1 - PROGRESS: at 21.11% examples, 864498 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:08,142 : INFO : EPOCH 1 - PROGRESS: at 21.41% examples, 864334 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:09,148 : INFO : EPOCH 1 - PROGRESS: at 21.69% examples, 864383 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:10,159 : INFO : EPOCH 1 - PROGRESS: at 21.97% examples, 864329 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:11,161 : INFO : EPOCH 1 - PROGRESS: at 22.27% examples, 864228 words/s, in_qsize 8, out_qsize 0
2020-07-12 17:25:12,166 : INFO : EPOCH 1 - PROGRESS: at 22.56% examples, 864113 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:13,175 : INFO : EPOCH 1 - PROGRESS: at 22.83% examples, 864160 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:14,189 : INFO : EPOCH 1 - PROGRESS: at 23.12% examples, 864019 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:15,192 : INFO : EPOCH 1 - PROGRESS: at 23.41% examples, 863998 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:16,194 : INFO : EPOCH 1 - PROGRESS: at 23.68% examples, 863901 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:17,207 : INFO : EPOCH 1 - PROGRESS: at 23.93% examples, 863807 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:18,220 : INFO : EPOCH 1 - PROGRESS: at 24.19% examples, 863796 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:19,229 : INFO : EPOCH 1 - PROGRESS: at 24.44% examples, 863902 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:20,232 : INFO : EPOCH 1 - PROGRESS: at 24.73% examples, 863949 words/s, in_qsize 8, out_qsize 0
2020-07-12 17:25:21,245 : INFO : EPOCH 1 - PROGRESS: at 25.01% examples, 863808 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:22,251 : INFO : EPOCH 1 - PROGRESS: at 25.28% examples, 863715 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:23,263 : INFO : EPOCH 1 - PROGRESS: at 25.54% examples, 863829 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:24,266 : INFO : EPOCH 1 - PROGRESS: at 25.78% examples, 863544 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:25,270 : INFO : EPOCH 1 - PROGRESS: at 26.04% examples, 863151 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:26,276 : INFO : EPOCH 1 - PROGRESS: at 26.30% examples, 862677 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:27,281 : INFO : EPOCH 1 - PROGRESS: at 26.58% examples, 862250 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:28,295 : INFO : EPOCH 1 - PROGRESS: at 26.83% examples, 861808 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:29,299 : INFO : EPOCH 1 - PROGRESS: at 27.10% examples, 861441 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:30,303 : INFO : EPOCH 1 - PROGRESS: at 27.35% examples, 861062 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:31,309 : INFO : EPOCH 1 - PROGRESS: at 27.62% examples, 860777 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:32,322 : INFO : EPOCH 1 - PROGRESS: at 27.89% examples, 860584 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:33,330 : INFO : EPOCH 1 - PROGRESS: at 28.15% examples, 860072 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:34,339 : INFO : EPOCH 1 - PROGRESS: at 28.37% examples, 858290 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:35,346 : INFO : EPOCH 1 - PROGRESS: at 28.59% examples, 856771 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:36,367 : INFO : EPOCH 1 - PROGRESS: at 28.80% examples, 855203 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:37,369 : INFO : EPOCH 1 - PROGRESS: at 29.07% examples, 855248 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:38,370 : INFO : EPOCH 1 - PROGRESS: at 29.32% examples, 855295 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:39,374 : INFO : EPOCH 1 - PROGRESS: at 29.59% examples, 855392 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:40,377 : INFO : EPOCH 1 - PROGRESS: at 29.86% examples, 855415 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:41,386 : INFO : EPOCH 1 - PROGRESS: at 30.14% examples, 855454 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:42,387 : INFO : EPOCH 1 - PROGRESS: at 30.42% examples, 855522 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:43,392 : INFO : EPOCH 1 - PROGRESS: at 30.68% examples, 855599 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:44,402 : INFO : EPOCH 1 - PROGRESS: at 30.96% examples, 855748 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:45,415 : INFO : EPOCH 1 - PROGRESS: at 31.24% examples, 855728 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:46,419 : INFO : EPOCH 1 - PROGRESS: at 31.51% examples, 855701 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:47,420 : INFO : EPOCH 1 - PROGRESS: at 31.78% examples, 855728 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:48,428 : INFO : EPOCH 1 - PROGRESS: at 32.05% examples, 855743 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:49,432 : INFO : EPOCH 1 - PROGRESS: at 32.31% examples, 855794 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:50,435 : INFO : EPOCH 1 - PROGRESS: at 32.58% examples, 855906 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:51,436 : INFO : EPOCH 1 - PROGRESS: at 32.85% examples, 855881 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:52,443 : INFO : EPOCH 1 - PROGRESS: at 33.12% examples, 855934 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:53,449 : INFO : EPOCH 1 - PROGRESS: at 33.38% examples, 855986 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:54,462 : INFO : EPOCH 1 - PROGRESS: at 33.64% examples, 855981 words/s, in_qsize 8, out_qsize 0
2020-07-12 17:25:55,467 : INFO : EPOCH 1 - PROGRESS: at 33.94% examples, 856011 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:56,474 : INFO : EPOCH 1 - PROGRESS: at 34.21% examples, 856093 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:57,475 : INFO : EPOCH 1 - PROGRESS: at 34.47% examples, 856115 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:25:58,482 : INFO : EPOCH 1 - PROGRESS: at 34.75% examples, 856108 words/s, in_qsize 8, out_qsize 0
2020-07-12 17:25:59,483 : INFO : EPOCH 1 - PROGRESS: at 35.01% examples, 856123 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:00,484 : INFO : EPOCH 1 - PROGRESS: at 35.28% examples, 856213 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:01,490 : INFO : EPOCH 1 - PROGRESS: at 35.57% examples, 856189 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:02,491 : INFO : EPOCH 1 - PROGRESS: at 35.85% examples, 856186 words/s, in_qsize 6, out_qsize 1
2020-07-12 17:26:03,494 : INFO : EPOCH 1 - PROGRESS: at 36.13% examples, 856187 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:04,504 : INFO : EPOCH 1 - PROGRESS: at 36.40% examples, 856227 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:05,511 : INFO : EPOCH 1 - PROGRESS: at 36.66% examples, 856295 words/s, in_qsize 8, out_qsize 0
2020-07-12 17:26:06,520 : INFO : EPOCH 1 - PROGRESS: at 36.92% examples, 856336 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:07,539 : INFO : EPOCH 1 - PROGRESS: at 37.19% examples, 856429 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:08,549 : INFO : EPOCH 1 - PROGRESS: at 37.47% examples, 856474 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:09,551 : INFO : EPOCH 1 - PROGRESS: at 37.73% examples, 856574 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:10,568 : INFO : EPOCH 1 - PROGRESS: at 38.01% examples, 856528 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:11,573 : INFO : EPOCH 1 - PROGRESS: at 38.30% examples, 856556 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:12,590 : INFO : EPOCH 1 - PROGRESS: at 38.58% examples, 856524 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:13,594 : INFO : EPOCH 1 - PROGRESS: at 38.88% examples, 856606 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:14,595 : INFO : EPOCH 1 - PROGRESS: at 39.14% examples, 856639 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:15,597 : INFO : EPOCH 1 - PROGRESS: at 39.43% examples, 856566 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:16,604 : INFO : EPOCH 1 - PROGRESS: at 39.70% examples, 856699 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:17,607 : INFO : EPOCH 1 - PROGRESS: at 39.98% examples, 856668 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:18,609 : INFO : EPOCH 1 - PROGRESS: at 40.24% examples, 856749 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:19,615 : INFO : EPOCH 1 - PROGRESS: at 40.51% examples, 856838 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:20,621 : INFO : EPOCH 1 - PROGRESS: at 40.80% examples, 856774 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:21,627 : INFO : EPOCH 1 - PROGRESS: at 41.08% examples, 856749 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:22,638 : INFO : EPOCH 1 - PROGRESS: at 41.36% examples, 856736 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:23,646 : INFO : EPOCH 1 - PROGRESS: at 41.63% examples, 856810 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:24,661 : INFO : EPOCH 1 - PROGRESS: at 41.91% examples, 856801 words/s, in_qsize 8, out_qsize 0
2020-07-12 17:26:25,675 : INFO : EPOCH 1 - PROGRESS: at 42.17% examples, 856878 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:26,684 : INFO : EPOCH 1 - PROGRESS: at 42.45% examples, 856875 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:27,688 : INFO : EPOCH 1 - PROGRESS: at 42.72% examples, 856915 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:28,700 : INFO : EPOCH 1 - PROGRESS: at 42.99% examples, 856892 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:29,713 : INFO : EPOCH 1 - PROGRESS: at 43.26% examples, 856877 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:30,713 : INFO : EPOCH 1 - PROGRESS: at 43.52% examples, 856956 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:31,725 : INFO : EPOCH 1 - PROGRESS: at 43.78% examples, 856936 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:32,732 : INFO : EPOCH 1 - PROGRESS: at 44.05% examples, 856904 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:33,745 : INFO : EPOCH 1 - PROGRESS: at 44.34% examples, 856830 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:34,748 : INFO : EPOCH 1 - PROGRESS: at 44.58% examples, 856871 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:35,753 : INFO : EPOCH 1 - PROGRESS: at 44.87% examples, 856874 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:36,754 : INFO : EPOCH 1 - PROGRESS: at 45.13% examples, 856940 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:37,772 : INFO : EPOCH 1 - PROGRESS: at 45.41% examples, 856902 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:38,773 : INFO : EPOCH 1 - PROGRESS: at 45.68% examples, 856988 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:39,774 : INFO : EPOCH 1 - PROGRESS: at 45.95% examples, 857005 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:40,786 : INFO : EPOCH 1 - PROGRESS: at 46.24% examples, 857046 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:41,795 : INFO : EPOCH 1 - PROGRESS: at 46.50% examples, 857122 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:42,803 : INFO : EPOCH 1 - PROGRESS: at 46.79% examples, 857106 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:43,813 : INFO : EPOCH 1 - PROGRESS: at 47.06% examples, 857150 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:44,818 : INFO : EPOCH 1 - PROGRESS: at 47.36% examples, 857153 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:45,821 : INFO : EPOCH 1 - PROGRESS: at 47.64% examples, 857179 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:46,829 : INFO : EPOCH 1 - PROGRESS: at 47.93% examples, 857178 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:47,833 : INFO : EPOCH 1 - PROGRESS: at 48.21% examples, 857201 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:48,844 : INFO : EPOCH 1 - PROGRESS: at 48.48% examples, 857177 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:49,848 : INFO : EPOCH 1 - PROGRESS: at 48.75% examples, 857168 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:50,858 : INFO : EPOCH 1 - PROGRESS: at 49.04% examples, 857191 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:51,866 : INFO : EPOCH 1 - PROGRESS: at 49.32% examples, 857204 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:52,869 : INFO : EPOCH 1 - PROGRESS: at 49.58% examples, 857221 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:53,873 : INFO : EPOCH 1 - PROGRESS: at 49.87% examples, 857244 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:54,880 : INFO : EPOCH 1 - PROGRESS: at 50.13% examples, 857238 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:55,885 : INFO : EPOCH 1 - PROGRESS: at 50.39% examples, 857261 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:56,892 : INFO : EPOCH 1 - PROGRESS: at 50.66% examples, 857299 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:57,897 : INFO : EPOCH 1 - PROGRESS: at 50.94% examples, 857344 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:58,898 : INFO : EPOCH 1 - PROGRESS: at 51.22% examples, 857282 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:26:59,906 : INFO : EPOCH 1 - PROGRESS: at 51.50% examples, 857278 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:00,916 : INFO : EPOCH 1 - PROGRESS: at 51.78% examples, 857253 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:01,918 : INFO : EPOCH 1 - PROGRESS: at 52.07% examples, 857306 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:02,928 : INFO : EPOCH 1 - PROGRESS: at 52.34% examples, 857297 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:03,941 : INFO : EPOCH 1 - PROGRESS: at 52.63% examples, 857214 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:04,955 : INFO : EPOCH 1 - PROGRESS: at 52.90% examples, 857277 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:05,957 : INFO : EPOCH 1 - PROGRESS: at 53.17% examples, 857274 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:06,977 : INFO : EPOCH 1 - PROGRESS: at 53.46% examples, 857291 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:07,977 : INFO : EPOCH 1 - PROGRESS: at 53.75% examples, 857327 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:08,977 : INFO : EPOCH 1 - PROGRESS: at 54.03% examples, 857354 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:09,978 : INFO : EPOCH 1 - PROGRESS: at 54.31% examples, 857346 words/s, in_qsize 6, out_qsize 1
2020-07-12 17:27:10,980 : INFO : EPOCH 1 - PROGRESS: at 54.58% examples, 857297 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:11,985 : INFO : EPOCH 1 - PROGRESS: at 54.87% examples, 857280 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:12,987 : INFO : EPOCH 1 - PROGRESS: at 55.14% examples, 857301 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:13,988 : INFO : EPOCH 1 - PROGRESS: at 55.41% examples, 857364 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:14,993 : INFO : EPOCH 1 - PROGRESS: at 55.69% examples, 857400 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:16,002 : INFO : EPOCH 1 - PROGRESS: at 55.97% examples, 857364 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:17,010 : INFO : EPOCH 1 - PROGRESS: at 56.26% examples, 857332 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:18,029 : INFO : EPOCH 1 - PROGRESS: at 56.53% examples, 857292 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:19,038 : INFO : EPOCH 1 - PROGRESS: at 56.80% examples, 857309 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:20,041 : INFO : EPOCH 1 - PROGRESS: at 57.08% examples, 857317 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:21,049 : INFO : EPOCH 1 - PROGRESS: at 57.36% examples, 857287 words/s, in_qsize 7, out_qsize 0
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2020-07-12 17:27:23,066 : INFO : EPOCH 1 - PROGRESS: at 57.90% examples, 857312 words/s, in_qsize 7, out_qsize 0
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2020-07-12 17:27:25,069 : INFO : EPOCH 1 - PROGRESS: at 58.45% examples, 857307 words/s, in_qsize 7, out_qsize 0
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2020-07-12 17:27:28,090 : INFO : EPOCH 1 - PROGRESS: at 59.28% examples, 857307 words/s, in_qsize 7, out_qsize 0
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2020-07-12 17:27:32,115 : INFO : EPOCH 1 - PROGRESS: at 60.36% examples, 857408 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:33,127 : INFO : EPOCH 1 - PROGRESS: at 60.65% examples, 857376 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:34,132 : INFO : EPOCH 1 - PROGRESS: at 60.92% examples, 857377 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:35,138 : INFO : EPOCH 1 - PROGRESS: at 61.18% examples, 857428 words/s, in_qsize 7, out_qsize 0
2020-07-12 17:27:36,151 : INFO : EPOCH 1 - PROGRESS: at 61.45% examples, 857360 words/s, in_qsize 7, out_qsize 0
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SaveModel(paragraph_model, model_type='doc2vec', description='Py-Java-Wiki-PVDBOW-500-20E') #PVDBOW, 500 embeddings, 20 epochs

#### OLD trainings down

#TODO: consider negative sampling and hirarchical softmax in the future
#refhttps://towardsdatascience.com/hierarchical-softmax-and-negative-sampling-short-notes-worth-telling-2672010dbe08
paragraph_model = gensim.models.doc2vec.Doc2Vec(texts, 
                 size=params['wv_size'], 
                 sg= params['skip-gram'], 
                 window=params['wv_window'], 
                 min_count=params['wv_min_count'], 
                 workers=params['wv_workers'], 
                 iter = params['wv_iter'],
                 compute_loss=True
                )

path = get_tmpfile("test_data/models/doc2vec_libest.model")

artifacts = pd.read_csv('/tf/main/benchmarking/traceability/testbeds/nltk/[libest-pre-all].csv')

texts = [doc.split() for doc in list(artifacts['0'])]
texts

s = m.floor(len(texts)*0.1)

test_corpus = [i[1] for i in enumerate(texts[:s])]

test_corpus[:1]

train_corpus = [gensim.models.doc2vec.TaggedDocument(i[1], [i[0]]) for i in enumerate(texts[s:])]

train_corpus[:1]

#min_count -> infrequent words are ignored (less than 2)
model = gensim.models.doc2vec.Doc2Vec(vector_size=50, min_count=2, epochs=50) #Parameters

model.build_vocab(train_corpus) #Building the vocabulary

model.wv.vocab

print(model.corpus_count,model.epochs)

model.train(train_corpus, total_examples=model.corpus_count, epochs=model.epochs) #Training the model

vector = model.infer_vector(['only', 'you', 'can', 'prevent', 'forest', 'fires'])
vector

model.save("test_data/models/doc2vec_libest.model")

from nbdev.export import *

notebook2script()

Converted 0.0_mgmnt.prep.i.ipynb.
Converted 0.1_mgmnt.prep.conv.ipynb.
Converted 0.2_mgmnt.db.mongo.ipynb.
Converted 0.3_mgmnt.prep.bpe.ipynb.
Converted 0.4_mgmnt.corpus.ipynb.
Converted 0.5_mgmnt.prep.traceability.ipynb.
Converted 0.6_mgmnt.prep.nltk.ipynb.
Converted 1.0_exp.i.ipynb.
Converted 1.1_exp.info.ipynb.
Converted 1.2_exp.csnc.ipynb.
Converted 2.0_repr.i.ipynb.
Converted 2.1_repr.codeberta.ipynb.
Converted 2.1_repr.roberta.train.ipynb.
Converted 2.2_repr.roberta.eval.ipynb.
Converted 2.3_repr.word2vec.train.ipynb.
Converted 2.6_repr.word2vec.eval.ipynb.
Converted 2.7_repr.distmetrics.ipynb.
Converted 3.0_mining.unsupervised.traceability.ida.ipynb.
Converted 3.1_mining.unsupervised.traceability.eda.ipynb.
Converted 3.2_mining.unsupervised.traceability.approach.ipynb.
Converted 3.3_mining.unsupervised.traceability.eval.ipynb.
Converted 4.0_benchmark.i.ipynb.
Converted 4.1_benchmark.traceability.ipynb.
Converted 4.2_benchmark.codegen.ipynb.
Converted 5.0_vis.ipynb.
Converted 6.0_desc.stats.ipynb.
Converted 6.1_desc.metrics.se.ipynb.
Converted 6.2_desc.metrics.java.ipynb.
Converted 6.2_desc.metrics.main.ipynb.
Converted 7.0_inf.i.ipynb.
Converted 7.1_inf.bayesian.ipynb.
Converted 7.2_inf.causal.ipynb.
Converted 7.3_statistical_analysis.ipynb.
Converted Testmetrics.ipynb.
Converted aa_blog.example.ipynb.
Converted ab_templates.example.ipynb.
Converted ac_emp.eval.pp1.rq1.ipynb.
Converted ad_emp.eval.pp1.rq2.ipynb.
Converted ae_emp.eval.pp1.rq3.ipynb.
Converted af_emp.eval.pp1.rq4.ipynb.
Converted index.ipynb.

	Unnamed: 0.1	code	code_len	code_tokens	cyclomatic_complexity	data_type	method_name	nloc	parameter_count	partition	token_count
0	0.0	def get_vid_from_url(url):<n> """Extrac...	53.0	['def', 'get_vid_from_url', '(', 'url', ')', '...	6.0	src	get_vid_from_url	7.0	1.0	test	62.0
1	1.0	def sina_xml_to_url_list(xml_data):<n> """s...	52.0	['def', 'sina_xml_to_url_list', '(', 'xml_data...	2.0	src	sina_xml_to_url_list	7.0	1.0	test	52.0

ToDo¶

Training Word2vec from CodeSearch Challenge¶

`LoadCorpus`[source]

`SaveModel`[source]

`LoadWord2Vec`[source]

`LoadDoc2vec`[source]

word2vec setup¶

Online training / Resuming training¶

Onine Training from TensorFlow Wikipedia¶

Training Doc2Vec for SE¶

Training CodeSearchChallenge¶

Onine Training from TensorFlow Wikipedia¶

ToDo¶

Training Word2vec from CodeSearch Challenge¶

LoadCorpus[source]

SaveModel[source]

LoadWord2Vec[source]

LoadDoc2vec[source]

word2vec setup¶

Online training / Resuming training¶

Onine Training from TensorFlow Wikipedia¶

Training Doc2Vec for SE¶

Training CodeSearchChallenge¶

Onine Training from TensorFlow Wikipedia¶

`LoadCorpus`[source]

`SaveModel`[source]

`LoadWord2Vec`[source]

`LoadDoc2vec`[source]